{ "cells": [ { "cell_type": "code", "execution_count": 191, "id": "70296b2e", "metadata": {}, "outputs": [], "source": [ "import cv2\n", "import numpy as np\n", "import mediapipe as mp\n", "import matplotlib.pyplot as plt\n", "from google.protobuf.json_format import MessageToDict\n", "from PIL import Image , ImageDraw\n", "import matplotlib.image as mpimg" ] }, { "cell_type": "markdown", "id": "d955c5f2", "metadata": {}, "source": [ "### Memanggil mediapipe untuk deteksi tangan " ] }, { "cell_type": "code", "execution_count": 192, "id": "19453161", "metadata": {}, "outputs": [], "source": [ "# initisialisasi class tangan\n", "mp_hands = mp.solutions.hands\n", "\n", "# mengatur fungsi yang memegang poin landmark\n", "hands = mp_hands.Hands(static_image_mode=True, max_num_hands=2, min_detection_confidence=0.3)\n", "\n", "# mengatur fungsimelukis ke gambar\n", "mp_drawing = mp.solutions.drawing_utils" ] }, { "cell_type": "markdown", "id": "e7a38588", "metadata": {}, "source": [ "### Membaca foto" ] }, { "cell_type": "code", "execution_count": 193, "id": "05efc788", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# membaca sample gaambar yang akan dilakukan deteksi\n", "sample_img = cv2.imread('test/8 (5).jpg')\n", "# sample_img = cv2.flip(sample_img, 1)\n", "\n", "# mengatur saiz plt yang nantinya akan menampilkan kembali gambar\n", "plt.figure(figsize = [5, 5])\n", "\n", "# menampilkan gambar\n", "plt.title(\"Sample Image\");plt.axis('off');plt.imshow(sample_img[:,:,::-1]);plt.show()\n", "sample_img = cv2.flip(sample_img, 1)\n" ] }, { "cell_type": "markdown", "id": "8b54e6eb", "metadata": {}, "source": [ "### proses jika foto adalah telapak tangan kiri" ] }, { "cell_type": "code", "execution_count": 194, "id": "863dda64", "metadata": {}, "outputs": [], "source": [ "results = hands.process(cv2.cvtColor(sample_img, cv2.COLOR_BGR2RGB))\n", " \n", "#cek jika foto ada tangan di dalamnya\n", "if not results.multi_hand_landmarks:\n", " print(\"Foto harus ada telapak tangan\")\n", "\n", "#cek jika didalam foto hangan 1 tangan saja\n", "if len(results.multi_handedness) > 1:\n", " print(\"Hanya satu telapak tangan yang bisa diramal\")\n", "\n", "#cek jika foto bukan tangan kiri\n", "tangan = results.multi_handedness[0].classification[0].label\n", "if(tangan == 'Right'):\n", " print(\"Hanya Tangan Kiri Yang Bisa Diramal\")\n", "\n", "#cek jika foto adalah telapak tangan berdasarkan posisi ibu jari dan kelingking\n", "thumb = None\n", "pinky = None\n", "for hand_no, hand_landmarks in enumerate(results.multi_hand_landmarks):\n", " thumb = hand_landmarks.landmark[mp_hands.HandLandmark.THUMB_TIP].x\n", " pinky = hand_landmarks.landmark[mp_hands.HandLandmark.PINKY_TIP].x\n", "cek_tapak_tangan = thumb > pinky\n", "if(cek_tapak_tangan == False):\n", " print(\"Sila foto telapak tangan kiri anda\")\n", " \n", " " ] }, { "cell_type": "markdown", "id": "182a4ec5", "metadata": {}, "source": [ "### menghilangkan backgroun dan crop telapak tangan" ] }, { "cell_type": "code", "execution_count": 195, "id": "c0aec552", "metadata": {}, "outputs": [ { "data": { "image/png": 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YBKgE6Bzs3X8/7/mdXyfGjue85OVzDfAixdzemnHRQES45/ZbuO2jH2KzWlFKJudMyRlEcIKmuBjZOY9Y9c95T/AR7yLeB8bNhjs+dj3n7j/BXBm6ODGT34yLBpv9Pd775v/GJz7wXkouSBGKqKbP4UzaoqQHDqU0jQK9CxoJevuv89z4vvdw+/UfUvKccdFhTntnXBQQEc6dPsWdN91AKRrPFQTvRBNd50AcSJW5BLyPhBDwIZjkzylZot+Dm6O+ixgz+c24KDAOGz74tj/mkzd8FBC0r2HE5Zz2OOo/xQO1y+uVFF0lOkHQiFFESOMw/eKMiwpz2jvjokAeR+648WNs1ita7FYbFUZkUn8iIKVoBKgJcSM4qfcVvfewXs/R30WKOfKb8YSHiJBzYnX2LN6mNjy+fU/r1tYIUA58AUgRcCDOWY0QRMoc9V3EmMlvxhMfInzwHW/ljhtvsHqeNiy8D/gW2SnBiVfCK0W/nBO83zY9qE0R/R0f45YBwoyLCTP5zXjCY71e8d/+n5+lDBu8cxbxbUlaWmcXI76C90LJGe89pUzpMB6cd4j9Tr+zi3NzdehixPxXnfGEx+2f+BhlGNAM103pLrROr9sO31rqO0V8B1Jg+3eZU96LGjP5zXhC48zp+/mT3/6vIGJRn01tMNX7GgG6rZTW4KwTXEqpN8ABzpsJ8GLFnPbOeELj1Mn7uPvmT+BEtX3Be2124PDem31V/ZoaHwDeHzQxFe1yQG2SeDdT30WMmfxmPKGxOnU/MiY8aOSHw3vr9ppzizY/DhJgjQK1nidWI7RI0DlwgpO503ExYya/GU9YrFf73PjhD1LGAaARn6vpr/c2ujY1PmDS/7ngzbXFNIBOZ3zB6oHIwVrhjIsKM/nNeMLipo/8Je9/65sZN2uCdyZrcQTnCaHO6nqb3phozBnJeR/Ba8Tnmwi63kua9m/GxYmZ/GY8YXH2xH0Mq31EMk4COGt6+Br1BSbdXk1z9fvgAyFG9fMDkIKUbDU/oUghlzI1QmZcdJjJb8YTFmdP3sewWiFSzQseXLxwIKIzK6sQO0K/o5woGbJ2fFvaW1QHOI+2XbyYyW/GEw4iwumT93H7jR9ns1nTK4M1lUrT6ZXSmhzOiTYzrAtM0JTXewdl+7FLI75SZvK7mDGT34wnHKQUrnvX27j+fe+kdmq1tlfju0IRhxNpDRC31fH1IeBjj/OegiBSSDlRSlY3F4QxJUqeie9ixkx+M55wEBHGzYo0bvCTVwsIallftOuLyVgA7eQ6pwLo4K3T6yk5k/OokV7OFDRizHkk50Iaxjn6u0gxk9+MJxxKzoybdXNccQ6KaJPC49uo2naj1pmDsziHiz3dchdw9liDRn1FSHkkSyGXDDg2s6XVRYt5vG3GEw77585wz+23NPIrNodbZKr5AW1SQ+pyIhM9h25J6HoEr1FeKRSBXDIpJXJOSCmAMOucL17M5DfjCYWcEjd86P185C/epRZVpfry1a6FspVUUz7rAjsfwAfwHnzYqvXldt8ihSyZUoo2PqTwqbs+yZ133jZHfxchZvKb8YRCzolP3XYze6dPNYIqpegWtjrE0aY5NOJji/hciGZdL4xpIKXRyE5rfdOXkuPx22/lD3/lF9g7dT9Sin5JOc8QddsVZsYTA3PNb8YTCiVnzpy4lyKZYIYFQLOdr40NsTqgRzTdjRF8QHDkkhg2G9I4IkUjv5wzxUitJs6SCmduvoUzJfOffvifcumTnowP6hC9e+wY3WKBd47YL3jqc76A537FV7F76WXznt8nCGbym/GEgoiwXu3r93qD2s/XpUVOt7bpUiK9rVjdzzkPzpNLgaxRXxaN8ooUlfu1qFGQXChDwjnH+tw58npDiJ4YPefuC3ivY3Tee+6/83ac9zzteV/EpVc+lW65nEnwcY457Z3xqEFE2Kz22Tt9f/tanztLGodHJSUUEe751Ce54+YbJlv6asIstI1rRaxR4TxSI0N0P4c4T5ZCKlkbG1IokskiSpptFlijwZwL2iu2kTkX2trLGKPNEDs2e+f44Bt+lz/6j/9f7vrERz/rc53x2GOO/GY8Kjh1/G7uvOEjfPIj15GGTXNDCbFjefQSvvxV38IlT37KZ/UcIsI7//j3ueeO20B0emNL5dd2cxDU5EC8Q7zKWwSt/flugXOOcdiQJYMUjf4sbZa6vAMoqVBSgYil137SCjqPc4Gt3jIIjOs1x2+9mWe9+Ms+q3Od8dhjJr8Zjxgiwtn7T3DHxz7ER97xJ9x3xy2sz5xpdThf92h4z32338LzXvHVPOuFX8plVz31kT4jd9x0AzklNS+1dFZ3kTuKA1Xn2b/RaK84RypCSZlUNoQYKALOe1IeSCVrEwNa3VAEcrKJj1wbGjCZJNSNb0611HaeOOHW697H8tgxrnr2F3DVNc/+rF7jGY8dZvKb8YggIuydOsnbf+tX+Nh73k4Z1uanFwDbnVFlxiLcfeMN3Hv7LTzny2/gv/u2f/iIGwNps7bVks7Mll1rcjjvbP0kRkoRQaUtobNxNoHNsEGK4Cg24ZHV+mBrt28pQkrJRNN6RtPJK/EVhNCey9mxeNZnT3Pdm/4bVz37ubzyO7+P0HWfzUs94zHCXPOb8bAhIuyfOc2bfvln+NDb/5hhtacTFdVEoP6vzdMqOaX1ho+/5x186E//iPGRTE4IlDSqd19w+OCVdMygwKEkVMlPvBJhksKQE2MRCEE7v8EzpoEhjSSTzOQqli5FmyFF2mNNcC0K1EaJpdo2QaJrMyM5JYb1ipzSo/fCz3hUMUd+Mx429s6e5s/f+Nt89D1vw6N7M7a3pPlGAh5nfsjVKbmkzAf/+I10yx2e97Kv5OjlV1xwBHjm1EnuveM29eMLgb7r6GJvHVf90igw4GKn5gWhx/lI7Jf4GElpRIowjIM2PLLV/dDIDwARUlKxs4tRCfUhiFqEujFEDVOrw0y1WCgz+T1eMZPfjIeNT3zgz3n77/wXnNXNGnmJWEfUbquzt+1LiWHv9Cne+l//H4oIL33VX7/g533XH76e9d5ZYgz2Fem6Tl1afMCbezM+4kJP7HcIcQHO0x09RtcvSMPAOK61wzuutc5nhqWV/KSoyQFWV6yYrPAnS/w2QqftZu0W21nnlBlWK5ZHjj3CV3rGY4mZ/GY8LGxW+1z/7j9FcjlAes0v1JafUeoO3Kl7qtB/l1LYP3P6gp83p8QH3v5HOrCx7dRszs0hGPn5YOTXEfoFIS5xMRL7Dh88oQsIHbmLxC5SnJCs9icUnKiXXxpSO5mq5fN+2gUyiavVIr8UHSaRQtMKFiO/GY9PzOQ342HhXW/8HW758Ad0zCsEqKNdOOW7IggFlYWwlS5aROQEJ2o1lYbhgp93f+8sJ++6UzezuamOGLwn+ICPAW8iZucCLkS65S4+9vgQ6BZLYoykwVGypqI+BEwEQ3YjOY2UnEjDSB5GYgyEYPIW/9DlcbW6V1E1ruC9psBpGFmdPfsIXuUZnwvM5DfjgiAi3H3HrXz4nX/KsF4RnFW16liF2Shrt3RK/R6og3OVJLZTxwvAerWPSDlAfPWrEp9zAULUiNAHnI8tKkQKJacWoHpfPf+iEmgM5NEzlEJJa8ZRya8e/jb5OUtza+T7wPneYoQ/rDecO3XywH1nPH4wk9+MC4KI8L4/+0PuueO2rcK+VykJk/TE1ere9jJwfBMRT3bLjoezGkhy3iKtrUXkNRV1HkIgxA4fOsQpuZVSCEDJiZwKJeWpNumVFBFRmUyM9N2Cwe03C/tJ+lIIXVQjVK/zvQ9cgl6y7gBxqDP+uNlw5vhxSs6EOH/UHm+YpS4zLgh5HFmfPkVJg+l8lQC8c1sk5CfNndsiKKrPnmsLhJxzpPHC095T992jpOWCprleZS4uBHABH6Pu6A36FbuOLgSCEwL6RpecoWTd0lYmAwPnp061855s0hWHRbO1IQJTCuyri8wUgWI/xx6r5MyJO27n7In7Hr0/xIxHDfPlaMYFYf/cGfZPn7IOqLdGgzUCtgnAByUgGykTEXIpuFJUG2eP53DWDNjelfvgWO/v8aH3/ClpGJSovHaZtcHhpy/n2/OHuCCEem0XJCdKNSrNGRGdBXEWhVahMiKkcWwNjgceWo0Gm4C7BX9br4E0XxjSMDwskp/xucNMfjM+I9I48Im//AvuvPkGtqt1dcJCSdC1YX8lP6+OKqXgXUBc1ghKtgnkwnD3Hbdy/Z+/jZwSsesOjpk5tzWTqxFn7Dpi1+FA63boc3oEcY6MaHPEaoE6puZxXut1aRiNyCZr1IqDtTs1PNDD0Ihw+6z0OGefv8crZvKb8Rlx9tT9XP+et3P25ImtKM9b86JKTTwhRHyMhNBZx9O0b0WgBEoaoRqHYi4qF4DV2TOMm5USbPBTamlSFzGpjaavHh86YtdDsSjV+s/OOQLm9ecdHm9Lj0yQIwXJmXEc6WPUqND8/ZxT1+gD2Kr5bae+7XY3k97jGTP5zfi0KDnzyVtu4KaPfJA6ueCd1tsanP3E0s/qnuzQaAsEPETnyMPGfPhopPWZQsD1/jmkZEJUMXMl3mZC4Gz+1pncRQRXNN0Ojsl5uSSK6G6OKZqbZCxSHMNmQHLGd/15Ud9klf8gsFIA2yR44LdnPN4wNzxmfFqsVvu8/Q9/j83+uZbatQZBdU2WKR2sypfqp+eCNiOmhkigoO4rF0oMOY3a6d1KRZVo1Vsv+KhRp9d1lA4oJdPFQPAa3TnBxNiTByBgZKXEVUph2GzsfMwgVQpQKCVR2n4PmSI9S7vVQaYe01Rr3P7PjMcX5shvxqeF5MzZ4/dSzZEraudzG0UEL0LOSgfeB/PSs7leI8UWd10AKeydOc2dN32MtNm0LqrzRqo+tA6v2PfbKbcSVdbzkKL1PYv8pq6sHTsa5a7395udvZ6jHq2UjKNr9T1a5AluS3sYfABXSfOB0y0zHk+YI78ZnxYiQhkGi4Jk68NfBc1N36zNgpzJJZOLkIqYU4pFekY49XEvhBZu/PD7ed8f/z7DemXmAUzuKT5Yuulb+txmim2jm0ip2ahGrdDOoRJgPaZSMpv1xjrK5tPX0mZNeaU6uRw4fmfd547Y71gtUoxst1PsGY8nzJHfjIeERk+ZYbVP3ZVRoxyttVnzgKpbrp1XIZUyWUzhmvVTsY4rQNf3W02DB8fq7GlWe2eYurtYs0NTTB/iNGdbhCmnrU0MaVFqTVc9TslsazbZOTMiGEb6GNTN3jz66tRGkUIuCbJJfUQ1i1UwrVIfjyRBSjGh9MORcs/4XGKO/GY8JHJOvOuP/ht7Z08f8OuDaaRrIqJKTLZEnKIdXfO9y6UwWkQIgPf0O7uf9vmlFIb1PnkcWzR2UFcY8M7MU51/0DWSxQTKleCcpbqVDNtXKQzDQErJ0mrzCNz6HbGpj1KKbnurw3yxw8cIzpHHjU6TZFuifqH5/YzPOWbym/GQOHf2DH/6+teRc25+fUAjPf3eNG7mqlKXBtUUVxsgjmRLg3Tu1SIu/9BRn4iw2j/HibvutJR1y7bK3KJhK33F0m9bPFT37zaS23rc+t/tmmXOmc3+uj2eCpy1c+1CnehwiFONYjHRNj4Sul7XYjpbfJ7TFPXJw1E0zvhcYia/GQ+JUyeOM27WwNZYV42E2ozttCNX2tY07aBKbXK0eQfV1BUH+YFd1weglMxH3/sO3v77/7U9d21w1GZHJbsHPk5NdetxAzYX7A8QXvu50+fb39eVmCFU+6oHNHVM91dEYz7BabOl/gw915zzFClbF3rG4w9zzW/GQ+Lc6ftBin7m67RDm+ryrZYnKZFFByZwKg1xQS0PqhC5SkQuFCUXzpw8Ttqs6fpFa3B4H82tRbu8FTpKV7WDgnjfIr+cs+7vKGUrStxK34tualvtr6i0tk3YbHWpVSwtuBAQiwrr4iI9bo36aqp79PIr2Dl26SP7A8x4TDGT34wHxTgOfPSD7yPnhMc2sfkq5LV0cGs/B2h9zQUPFMiZogVAcimklFpEVBsI/XL50AcghWG1d8C4tO4E8aEjxp4Ye0pLX228DUcueXJYqRMgZWo81GPOucpgdFnRerUGtMmTSyZLIFBXWtpcshSChKkLTNU0ohIXJ+SScA5C33Pls67hyKUz+T0eMZPfjAfFnZ/6JNd/4D3kUohRXVJCjMQQdZTN6m++Obn4Nufrqqmo97bkp3Z7tQ5XzC25Wywe8vlzzpy89y6bGa4W9bSxNq37WX3Omh0Y8UHNUKUR3JR6nr+PQ6SwWu0zppHoHbkkUhpJ0RGiLiTS/b+a1mraXnAlKdk7E107kKLNn5IzfdexPDpb2D9eMZPfjAfF2dP3sz53ji52dF1HjLorwwUTGNe6my3yDiGo3btFht6FNugfo/rnrTcDm81a9+fmrc7vAyAi3HnTx/j4+985NTpMMA20bquvaexWk8I5TwhKiEW2Znst7RZcI+EaheacWds2Oa8DvSZr0bWWXT/VC3VQpFhE7AixY9v+oBRNsSVnfIzsHDn6ufhzzXgEmMlvxoMip0Q0g8+wld62r2ojZbO+2+mpb9vcdLI3OOjpTPCsqsBRykPO9IoI7/j93+D0ffcQu2gyF9/0fK4OTlTBcwg4bIucRYd1ms252hCpDssHpTBiwuz1aoMgzeG5dY4tUhU7F63/VQFzYcyJLnicOF18hICf1mb62cT0cYv5LzPjQZGHYbKtMjI4MBlhXYDJS881AqxuzlAnLvQxuxAoXaSIEEw+82CQUjh78jjeeYKP2lwpggu2ltIFM1ZwTXLSZnudI5iDs2udCqEUtpyja3PEdu/mzGa9wjs0zfUTu6aSGMYBFztCiLqmQ4QiGbxn2OwjMRKDBymkrLXNbEQ4k9/jF/NfZsaDogwbyOOB7ug2WW3L9ewOW/fbkpS4SSYTgtCVSI5CjIlu0T/oc998/Qf45Mevt0jPGhk20hZiZ1KXiFAIscd7T9/3SkqlINaB0DpfJbLcvqsavxoBpjExDgOIELZIHKa64ZgGFTSLb2QrAsN6j7CzQyrVGHVKmV2ILOe093GLmfxmPChKGlXmImLRztacgquEZDOt2ysdt8TQtUbmHRYZCdl7TU+957InX/mgz/0Hv/wfSONm6vLa6Ng00eEayQYf1do+dJqKlo1NYhScSWEmsTPUs/AmfQHHOCZSyoStiQ5v43Nax9Tf897RL3pC0OZPiD2xX9D1i7auV12iCzmPhBCIXfcY/HVmPBqYyW/Gg2JY7ePKA5d200hBffvqWJulubUuhtpP4S0BLqqmb8TiPE96ylN5yjOedd7zlpI5e/Jek7Qo2W3vBxbUfcUFW0IUo6bBIeAKpFJ0rSaaPleNYT3+Omqrc8Aa2Q3DQCnZhjiqSYEuRZ929qrRgfee2MXW/PEh4KOvAyCIg1wivVvQLxf6Os14XGImvxnn4fT9J7j5+usoObVU1/xbrObm25THdhOk3k8bvm7rg1/aUm8r1fGil30ll15+xXnP/ambbyBt1vigPn3Oa+dALAKVIi119T7S98s2eVK7uJXUxnE8YJwgRVoUqPfTet8wjBQpmvK6aUNcJT4XAwcaPVYArc7SIGqyYOXN2AWc6+h3FvTLncfs7zTjs8NMfjPOw4fe+w5uveHDlCJE7yYRL2g0t0V4bSMbrpFSnQUOlQSd06mINmrmOHb55abd264jCu/6/d8grdc2yeFpE5hFbAVbwoeuEWtJCRciqQxIGlXXZ0YFwkio992aMtmWuIzjqPW8Yp3e4Br5+WZw4LfIUEddvKXuvnaibcrDe48XT84Ha4czHn+YyW/GedjsnVMnFQf47cZBrZtNcCb8FQRnhge+jY4VpDi2f6nOAC93jpw3Zztu1hy/41bV8IWtaMvVRkVGigcyJSWkUzIbN2tSGnA5b42XYQTp8PY215LfFDkCZoKQbVbZbKyCb15+rZPddIRTTXC7KdJQmyGxqNHDjMctZvKbcQAiwv7Z05Rx3CKfg2lu1cBUeyfvPJmshMFkCoAw1d/00bV54hx5HM6btDh94jjDet8y1WZNoF9SKClRcgGfiT5qyrpZU8aEd46cBkpOpHFASiEulkakcTJlwDWDgpx1jZLznuBQ8ttq2FDJsEZ2dg7NU9BN/oXtDEVrie01mPG4xUx+Mw5gtX+Os6dOkksmWlo3ifzaOqIDNvbFrJsKmIV8nfTA6m8qFM5ZicOjIurznvvcGVIajaSARkQ14qzLw7XG1nU7dF3HKBv6vmNcQ7ZxuzSsCSFoUwZIaZzstw6kzLrq0jtHCJae27l5nN1eozwVBzqq9tHXo9QTqPofVyPgOeV9PGMmvxkNOWdu/Mh13PqJ66cb3XZNyzXdXq176V1c5QU1LnX5gIWUE9e87ZDJ4uqBOH3iHsZhQ50N9j4QYsT5MDVcfADf0/VLYt+bHMUspLwndJGu7yj9wkbP1AtwGAeGzYaUkxGzI+WEW/T4qHPDodbwnDm3NM6vS5smlxd7abbqi14nRKqYcOt+Mx6fmMlvRkPOibs/eSun7rtX3Uy23Jsf6IU3jZpNM7WuTIRYrAbYOsFGevUh0gPS3rP3n+Cj73kbe6dP09xbonr3uTonLKLd5q6jXx5huXMEHzvczi7j/jlbkxlbKu68I+fCOCjppTwiOUMIbaytP3qU0HUEqsxFI8vJLdpi0Fb3rJFe/Z5q6KKVz8nnlZwS42Y9d3wfp5jJb0aDlMK42qeMo87odtuWVc7meDUd1JExIYRKgl47pW4ihWYUUAmyVIGxY9xsNGoSXTR0+8c/zM3XfxAppWkJtemh6aYKlx3iCl7A+64tJ885KYHFCJJxFJzz2swQSOOIy5kxJY0sx1GdWYrQeXOmaXO9ninEqzXALY2ir5KeaVhOGzu2D9gdJMZmoz/jcYeZ/GY05DSyWe3j0ImMELY0fVsC5YkQm6QZOFgHrD+q3d26Q8M7R3CBzf6e2kalkQ+/86288Zf/A+dOndA017nm5AJqxVdneIVC1zl8DIhk0noPKdnScIck1fGFrmvWV8539HXTWylsVvvqLONsZWWZtrxpNFrAa3XTeZ0kgVrncwdqkpOhw8EGhzpczzW/xzNm8pvRkMaB/XNnmnh3cjhx532wt//bGgF+ShPr1rPz4JVgPnHd+1lcchlnTh7nPb/3Os6evJt+Z6l1vtDhQk1zlWTF3FWoC4tKIQ8bSh6RnPDe6dicFHwMbZRjs14xjonF7lF8iHT9gpITq9W+Cq9joEhu59os7LcOWXsoFvHZVqKpAfNg1vh2/1LIafzs/igzHjPM5DcDUEI6dd9x7rr95ubNd4Dc2n9LI6WaBlYbq1BncK0qVoXE9f7BpDA5F86dOsUbfvUXuff2W4gysLO70CbJVjdWbaN8m8yoUWQphc16n7TZ1zTZor7inAmRISOMQ2JMmdj1VOdlEGIMdF1PKoW46KGUA4YG2/IemsZwStFLTmpjXwrFFUKoMhc97G2L/DzO5Pd4xUx+MwAYNms+8M4/4cTdd9CbQ7OalTLVvw7o7ypsFMzIMIRAcJP4d9tN2VE99zQqG/b3We+d5ejuwrqm6ohSSlbiQ2uJxeQyCPjYs9jZZbmzQwwBsZncujlTU1VzkLY5X0RIw5o0bMgpkUvB+0gXNT2WoqYG/gGdbReqDT7Net8xiaRLKfhg6bHzrb63vTYzDcNj9Beb8dliJr8ZAIzDwE0f+UskZ/vQQ1P01UmNloImUoYYO013RfBdZ5HPJIwGf8A1uYqCVWcsUHTFZDUqdXa72zIcFSkmoSkUoHMLfIjErqeLURsQJYMzAXWVHYuSVux6Qr9g2AxkqzGWkhizIL4jdp11d+VAeqv/0Q5vo/sDAmZnrjfTPSaDVLu7LS6f8fjETH4zEBHuu+dT3H3rjVraF7YIS4nJYztpx9qlha5fEGNHcR4ZbG/vcgldR/ARKqFt1f9qLzTbmBmlzn7QUspR6gwupp/DHivogvDgrZNqHn2lGGEC1A1trqXgdpb6+Db/u9kMYA4trhStcdbOde34MpGZmP2VDxbRlkIGfEnEElXaY15+By4UD6FpnPH5x0x+MxARfu0//ZSmkMEfiNT0DhCjuhiLNRJiCLisW8pKEQYgOIcMa2LfE2KHj73WxqSurdTcNAR1XEawyY9EKUFXSDqx6A2c14VJgkOcw/lIt9yl63qb87XbdY6unUsp0vz6ano6DCMiWh8sRlI4R9d1SEm2iNPqmGHyEFRbLOy+vX7FDi1gqnhbyDgCbOkD1XpLyfyR/k0qWtPnATXFGZ8dZvKbQU4jJz55i5l2bqVvGuwQQySGrmn6im10WyyXur/CZna9q0X+DWlYg1MSkRqxuagpNe4Be0E8sS5A8g4XVb/nQ2xb2nIu5CJITozDmsViiXeOvlsgJZPTSIjaCU7D2IhMR+4C3iU0EiuI6GKiuhWuSmVwRl6gs8soOXurZcaus0YQB6LLySxVtpo1oun1ZnNBfwMRYbO/x/HbbiYNGyRpuhy6rhkkiBT63SNcec1zVNM447PC/ArO4NSJ45TNivhA+yXnCCHSLxZ01dvOoo6u6+h6XW5U92YE51udS6OewjiOpDzg/AYfOrrljslZPLEz2YpzNh2hM7t9vyD0SzUkCBFwtgJTzQpijORxwMVAGgXJuk0tJ9py8lKEcdSuLKWw2ewpIdvx5Vw0lS9F9+yaTq9Y5OhaZzmD80Snx3Fg2sUiwpbSb02EgE7MjJv1Bf0Nckp8/F1/yp//zv/P9qeozrJbLrVbjVL37qWX8Vf/4ffypKuvnSPAzxIz+R1yiAh//se/3xoLiLcu69Z415bEBDQFDtHkLVGjpxhia4AoEWX1yEsZP2idTSikcVCtnhTdu2Fd0vphj7YoKASNEqs5QRSPOEe33KVf7ND3vUZpUhDvUNNB0fG1UppxgmRIOSM54cyPvzYrljtLSkmUlI34zRA1Z0t7bdKkCpnD5OsHKPFtvU5VoF1ypogwbDacuf8+ckqfNlITEdZnT/Oe3/mvnL7nbhbLJX2/BB/Ig47k1S706tT9vO/1v8bVL/xSvuArv2YenfssMJPfIcedt9zIe/749y3CqWNrdVwrU5KSSbG0VEXAHWGL+EKIhL63pT6CCxEflPxCzCZXsR26zrEZRlLOxBitfkf7cOtcb9RFRW3cTGU3EiJdt7Cos9e6I+jeDOuqatMk48dEsYixcypeDs6Ru4EwJvpR6JcL8piQnMBpQ8RZh9pbFKpkPO3yqPs8qrAmWEPIbUXFtXmTx8ynbvo41zz/S3jyM571aSO1U/fczck7P6nyHSPrYhMudSNeJeH777id1elTXHLlU7j6RV/2mL03LnbM5HeIUUrh1huu59zZU5SUGUsh2zhXTe28EYxGWarT62Kk66O6qphXnpKV13TRidb2BPKYSGMhYBGX9/TOMYw6w9svF8i40i6poF3dZiB6kFi2U81GSN5b5Kffp3FkxNE5rTXiHMNmTRcj0i8IMVLchrgYWR47St6sII22ChOVsjgswvPEWOeL7cdSI0MPou7NxVZVelvaXmwihVI4fuft3HP7zTzpac/UFPwhcOreu82r0FOyRa7iCTvRxut8G7PT+uA57r7xYzzjBV/cxgBnPDzM5HeIcdcdt/GuP/5vDKuVmgFQI69a25qmPDTlLUh2iBPrwHqzrvPNMFSKWOPAIzkhMiJWUxO1dgERQlB9XIyR9brY75mN1daEyWSD7xEfJmNSJqGx5LwVdalY2vlgkx2ekhOSRoL3NhHiwQf6nR3S/hnV69nv18aGRpXV4EAoKTGKICk1QvY+kHzQuuZo0hlbbOQsTQ4x8qmbPsq1L/gSjl52/s4SgP0zp7n31puRLEhwUISSC95r7RKqUQTNk7CkzJ0f+UuefM2zufqFX6azzHMN8GFhnrw+xLj1Ex/lrttvtfnTyY14KuybaFiqlETnd6tTi053BIv6IkU8KauEpNnBO3WBKVaHG4cNaRy0Lla0FnZwBtgmJqBFnt7rdjbt/vqm7dMj5YCkpWS73Yz1SsntvjVtFPt+58iuNiREzMtPI73WdcYcW6pUpxTraquwxYlATgRsLA9BJDMOG9b759isV6Rx4Pgdt7HeP/egf4NSMm/55Z/jPb/za1uC8PZXmJxv2m/Y6+4ce6dOct2bfpe7bri+neOMC8cc+R1ilGEAKa2IHyxta/I+EYRMSsUkI47ghc3KiAHB9UsYPc53SoRdB6UwbjYqKB51M1oVJZeUGIuQUqKUcdoPYty7nWJ67zVKc3VdpkVjdQyt2l3JJDxuPjNO5TF16xvQIkizgGGxu0Nar/BO8MGrlrGeexEKSZs2QdPbGjU6H8gieC+ELiq5OyXfYNFeziqfKTmz2T9HyQ8+6TGsVnzoT/+I1bmzdLE7cCEoNhoYapq9tddEL1DC2fuOc+KTt/G0L3jBvDPkYWImv0OMnBMi4EMk+EgIDm/GobF2XHFtbCx4rbW1qAzrbJa1ze3GZiBQUmpRk3NCNi2cDwEniVxH22pkSR0b89MYXIMDNFVVctDUVryQS6Y2IJp9lukNvfcMg0W12sJWQio6/+udLmvy20YGaFQprkBx4JRQizHoKNpR9iHg+p66XxgnjCkd6JIXy1PrmswH/RuYvb5VA/T5NcjElaLuNTlr5FvU6KE9h2hdVEl/niR5uJjJ7xBjs7+vjibVzYSa+kVi6Al+q/bmHF2M9L3Ow/Y7R1nsHiHE3lLTSOy6NkJWSiJvNmTRXb8RnXhIeaRzkUV2DF1uybZY1Ofq8luZCK46vUzzvjZqVzJOhIJqDNUfUGtyIhkfnZmgikVughS0ORE9OY0M584So9cUv0VV1cW6mhbodAfVnSZ29H1H6Du6XqU5Gh26ZuKgr+dk7FCJ+YF1ueWRY3Q7S1ansQB4Ele7Ivhqn1W3AByIjl2be5657+FjJr9DChGZan0HPjiuiZCr7s6brXzXdXRdbxKVHUJcEmKvuzN8IMQepFBCpyLkGpTJqJFYVLkJZLqFI25Gljs7nGkauq31kHqQmgrjpg8+W1b5lbhD0AmQmloaf9Z0W4xvajRWSlGB9HrN+swpeusqh+Ab+ZWSdW9x6Ah92Kpz6nhe6KLOBftpZK/r9OOUU2p1RR884zCShwe3tmoLmpA2+PzA+l49dy271tsE8Ig4hvX6EY/RHWbM5HdIsVmvOH7Ppxg3G7qtqKc6KPsQCTE2N2eNCJX8QtfjY2/d4GoyINqQEEHSiBdHFtBVlrEJpL1ziNUOF4udRmbb0yM1wqvpay4FkYTvQvv5A++rckCvDOGrM4sRllnJKJcKKWX8Ts9m7wyuDMQ+Eoy4dFzNGiVStMZYRNNgI84UPB19I8oaKRazsk+W/or3ZFef98EbEsN6RS5ZB++KTDU/q3Wq+6trEW+ddqmvebs4PJpvjkOCudt7CCEi3PnJW/nkLZ9oEcPBEa1qzR7MPqojWnobYmzmpc5VMkLrXjKZl2qap5MXLtgiIu81cPHe6owBxONdaAJoKdt2VlDFxM2cZSsyqvt0vXn+1UaI1i9DSweVBPU+ORfSOCLAuXvvIVKIZuFVU9SURpWvpJGcEikNpDSQ86iGCpKRnNWQISVyGikl450jhsBysVC9XymMm4FhvWbv9KlmCrGN5ZGjfMGXv9w8C9XkRk/btSkTrQLUeqRQslAK9lo5c5d+1N8mFz3myO8QQkQ4fu9dnDxxL0CLOLZdQ7Z97WoTxLmA81HdWoz4am0u9JN3X8k63QG1z7Cdqk0sdpBw2bKIn4xNa7rpUPlMJbUixepgYpIUfWzvrAFRozFLJavxQEqJcRwIFM7ee7ctJNIFSRnTG9o0Ra2BCqXpD8Gi16JTGBKCNh68s8jUI10hdlGfy49sNgP333u3Tp48iCD5kidfqa+VsxES5yzy7g5OjhSnjRB0C572Uea095FijvwOKUpO5pg8pVotjbUPWyUAlVXUxd1ed2xYlKaEpx88dS2WFuEUEfB+ilpqs8I6mCllSk4tgoOJLOsUmaa/Jrg2veB206OY43NNU0WqRVa2ZUk6GqbPDzllxvWacX+P1cn7GhVPUpttC/u6y8QEy8HrWF9QIwdsZM/pydpj6SIkHUl2rRZ45vjdDyl32TtzunWinUWvOA/eOtzO66ieqPhZtprHgmOzWj3kY894aMzkd0gxbtak9Yq612JbXwccGC+buoxB5cdSu5ijNk1EtMifk8pApNblzAq/afK2iS+pIWjW5UG1m9G0eK5W/804tOTmFiMUW2updlc1RY8h0paOKyPaw6gBgeDIRRjW++yfvI8yrppIOufqKq1LjvrFLoudXfrFkp3dXXZ2dul7nSvW4zMBdNHmRj1HNWUIB6ZjgvfcdN2fc+KuOx4g6FZ8wUtefuDfNYK2FwSgXTRKmWz0p/Lg/DF+JJjT3kOInBP7Z08zbFZ4qV50+rOaosJEWFWdURCiQ3dgULunReUuTr3zagRSFw4Fb0JkN6W5U/Q2zck6a0xMOzMKusdjmvZodlJGit6rO4ySrBiJTrPAJWWcGRbkXBhzYRwTw2bALTzOOsS66tJG63zAhw4fO7ou0ncdne0ErpIW50wQ7T1SMkUK47Amea+SmC3JS/COtEmknLnjEx/lqdc+97y/xxVPfya1HFCJOFhU68QhBKK3poebUvyGh9AQzvj0mMnvEKKUwma1R0mjLhuyiKvJTLzX9Y8h4KpVVZNdaNQXYtSUFa13CdJEvTkX7ajWBd91+mJbxds6r0n3Z1hq2z7UTetXwJdmrlAFySJiAusCorpC9f5DU9Ct567PVaSQxswwDlxy5Mmsz97bmjOuaMdYLOr0Vl+s427BanDeGjc+RmLsCV20iDRTsk20WBNERChJHWekZNZ7Zx/073H6+L1GeoXgC6GVU1XUXF9HHUzRmuZ25Hfq7ns4d/IkRy6//LwIfsZDYya/QwgpOoHhsdKS217ZOO3qBbZSON+6vDXN1R0aGuW4RkQ1RWZrUkPU3682M8DmczPjONDF6fmqqWlbXpQzuAwugfMIni4EG/zXqNL7QElCsa1w1V25km1Ga2U5ZzbDmuzg6BVPZv/OG8mp4Jx+4TUSJUI0Vxetv2FFPGu+2D4RnIfQ0e8cM4LXtL+UkbRek8eBlEZC15NT5v47P0nJ+Txvv/XeuQdt1prEGvy0Sc4FD94R8CqREeHc/Sf58J+9hcue/nQWO7vnCalnPDjmy8RhhJjpp0VSvn2oa8qrXy0Sc3W6QBqppFFlIEWmFDaYNGZbmtE6wHVg33RpoCScxrT1vFDvJKD6ulKjRvuyKKo1OMyZefvjvq0BLDXVFtX3jeOGuFjgHaSk6WjOxbR9Gk01b8H6v5b+20Iksc40nhAWxH5Jt9gh9DvE5S5xeYS4s0tc7tAvd+kWS0K/4ORdn+RTN99w3p9jde6cNTG26nnWOGolAeeaXEjnfK0h4hzi4JbrPsDpe+95FN8kFz9m8juEqEuDVP5mH/RmHTUN/3urM+WUWwd1W4hbjQfUsSVTxIS3ztmom5JlHnWGWMq2nEX1diVrV1YxpcVSypbmb8u1pWTdvZttDWXWETfvp3WbU+QoB+Qz1Vlm5+hR9k+faoS3fU6hru20FF7nmm20rtR6mzZzQjT9olNnG23uRDV5CF0zY/A+4n0k58IN73/PA/4awl033dAi3lK721vlCMFkMEG7v1jU6bf+bimP3PfJ2x/rt85FhTntPYTIaWSzWmmhv+7mMJviOqPqvKaO3nz4vPfkXHAu2e9FTYVDoBRNg3PKiMV14l1bGF5ylaHkZmggIozDMG1Ho0Z2ggQm15iqBZzCT7OtUmMFKYXsVFKiQyST3b7WBE0zWHLrMu9ecQWrc6dJqdDF0ohSoVGxpr9WzysZn6BQI0ATH4teKA6u+dR6oyTr1FYrfFcoTrj39tuU8K2w9+F3/hl/8cdvbIMo08rOWjvAvlT07G3WWiN123Fsr+9D2WbNeHDMkd8hg4iw2t/jxPG7VazLlhB5a361joNRZ06Z0slqFZVSaqNclUSbbrCmw1u6vJo612huGIZWa2xTIUyjbS0TLnqU3m50iBqUFmuE1JlgKzhKFVrb45Wckazd45wHLrnyKjabkVxkinb9NNXSzqWd85RGOzddIJT0RxzVncVMUUV71M2Gq26xw7HZ31Ndn+GDf/rHnDt1qv27iJClUKpTDRr1SU3lXV3jadIhKaScTKozd30fDmbyO2TIJXPTjR/l5o9/aOrw+q0POFv8x0EVRR0BK6VYR9S3iQU1EqDV2CYRbqvgVSmfHkfOrFerAx3hKm5uHdotcbQuQNJIqKap2nQpFnWmptUrJZtf4NToKFY7TLlw7ElXMoxDOx+d4ZX2XFOKLS26C2ak2i4Kdn55TGzWK7ItQ6+GqiVXCc4k3gZPzlmnPUph/+wZ7vvUnaSSGuGLU0lRzpmUC9m6wKVk8ha56cyzpe0iFIRhuLBNcTMUc9p7yCClcPr++xg3KwJS5zfaz6uUpMlRWoe2QF3M7afJizpulotOHtRIanuOVRcY2fiViaZLyYzDoEJqaE0EqXKZIuAnjZ8U9e7zxRO8HVv180sHiatGmfW4sqWxKY3kktm99FjT99kBtgZDTXNzdsQorY5YSwBY57j4DCVDdvioTZ5sHXSxZVDOedQGdnp9x/WKd7/5v3H17bdyx8eu5/aPqwtzkSrypv27db6ps9LTcdQ0ftvkoesXj8E75uLFTH6HDNqpHZCcrMs7pb11omOKAqt7SLHC+paXnq1jLI0cURLJGfHTbK0+Z2l1MSyVzrmwWds43AOaEs6Jyk8KiIfKCvXnwYcmAHYPOLcpMp2kOxpFZcbNQOgiR44cY7mzw3i27itpj9Aeh0aGUw3Ri3a/BRV6i0WjfmuSJJm+T+GmyGyrrnjjh6/j7W9+A+uTxyGNdCGqeLk9Ny2yDrHTpUai7jYpJatv5i2vQqwmOCdyDwcz+R0yiAjjZoWTgneRaiowmRmc/wFqHUdsqF8EdTcJjOOAiBBCtYTyWyRkay+3uqk1Bc4pMY4jXahEo5FfzkXt4fXBJlK1FojDoj0Rkojp8UIjqBr5qfAamjC7aHd5eewSwmLB5VdcwcmTd9QXZavEWCMp16YtAJvosH2+Zqyq6z4t4vOOUDvcoh3omgbnrc41gOTMsNojpUQ0Mi1GbHVqpkihOLTmZ1GeWl8VOokIU6OmzjfvHDn6qL1PDgNm8jtkEKs11Zip2dS3wn4lLiGEKa7a1s6pu0mtv5Vmpd6cmJkisJLSNPJmH+qcM8NmZBwTXds7UaNK0XSyqIzGWcTjyRaFggZDKkmZOq1umondGsurBJFzJo0jR6+6nBA8m/1zKNFZjdPpeNwku5kIqZ6/cxnni+78oLrEFEKnMXJr8GBNly2HZTHar9vmJGd7tfUrWQqtdT8HwwbiCmts68XFOXJOxOD1tWwaSq13uk+zGH3G+ZhfrcMGEdJ6veWabHU+6ge0LuLRu0+rK3Orv1X5i8uaDkuby9VoqJJS0+u1DvBECpvNRm2pzCyhiFMvu6Ld2eCi0oU3oTNiY3BT0d+ZxEWPb3oeb5GsjtmNjYjHPPDkJz2JlDOnjx8nSNUrOotorfGCo46WtU60kVopGVcmc1aczkoXsb0dOVldzl430a6tMHWVa1PmgI7PIrgi3i4QiTQOxH5B1y/UT9Fr06U424ecE7kkS6nrovkZF4qZ/A4hvNm7b+tJWne2cH7mq7lnDahMUqENgxg6k3ZghIE9slTDuUZ8lfxSSqz29y3dnGQudcbWOXDVt6kIQrb+iyPantzFYtEiVO8m0q4NgmTd35zT9L3AkcuuYH3uLGW9R/BGplYz09fBGisEIJsYvJu6ts7s8bdS5VKK5adDKwloc4hG9q02Z68TdXrDV5ssXQXQL3r65ZLY9cRuQeh0nhjv8HHyF4x9JBAYBxjGgSLCudMnH703ySHATH6HGNtrEGstrkYjsN3pNXVd1f21NsPUGPHbXd4yFfh1UmOKSEoRUhpZrfZpQphGgrQuqZh1uxKY4Hwh2s+9RU81As3lAUJlqWLoRDJH5pRGXIzsXnIJp+7+FDkNLHrfot5tctbo1ZnMxU3RH0rO4ietS/MhrI2W2rQRfU1r3W86f3OSsXMJUU0Tul4dsmPfEfuebrHEx57Y9/QLJUP1NMR2J3ug4KJHNg7Gkc16lro8HMzkd8ggIgzr1QHxLtDmWOumtNooyDnrLIUNWOgUQ931uzXzWj35oNW82CKlSkxFNPJbrza0RofQBCGeuvIRIyNtbrgWPTm6rqMuL8KizaqB23ZKVqJJzZZ+ceQIyyNH+NTHP6ypsa9DFFvEbilkPS971TRFrxHfFrGrbQIqcgx6zDlnxE91zwPyG5Pc1NFC7z2hM+eYqCsD+sWCbrnEdwv6xY6O0cWI87FZhNV9JV6EDgfez5Hfw8RMfocMOY3cfedttjNiiuK2TQ1UbqI1L/C1t6HRoRRKcdbxRD/02zy6RQz1g181dZUMNus1w2YDbBsfSIvAfJOrWPEfwYnusgg5UYKnegGCaKPAlq8rSU/egd57W5mZOPKkK4mLBauzZ8yPcJpscdi5eGkk7twkBdJGjHai9a4ZyUpqzjq5vjnJTBGtTsNMnWikkNLQjq1NlNjS+K7viYue2OkCqRhDi4ZDF4khMgxrAravxPwDi4O9s6frFeqxefNcZJjJ7xBBRLjtpo9z1+03tzpe1dBtRzlVn1Z32U5psU10ONPu2XazYN3eFrE9QLe3nfblnNmsB9UJVrE0U0qpEhXT3omagQpo59mp/X5OnhwC4ksjPUqBEPV7PzkzV6lJKXD0iivoFgv2z549MMlXI7NikVR9HdpEi0grg9bjkiK4UO9TjRemi0nO1oSQrfOvabytsaw7krvYmU2+kmA0N2gds3PNeEJKIcmoKX+wx0fU7qp49s49uF/gjAfHTH6HCCLCW9/w26RhoAuhpbpUYXMLGKZaYCU4sxHQD5vzxK4j+EATLtvvapfTk6rGrW5zs27pmBL7qxW5FBXrOpBW4zPis4cLXg0UfNXyOYd3UyNh2GzI40CISspd3yt5ltKE21IbEzFy5LLL8SGSTU9Xmy1TWqpRbJs6wYitZGRrtE2kEELXpCtNS2ip8ySSnl73GvVlq0MCzSxVo766KyS0dLguPUfQ5ew5ac3TtTjcaqABn21t54wLxkx+hwyrvTOTI/KWOWdd7K2ZX6GIsx0Y1bxTCB6r/ykRTHIP16QwxQS9RVTyom4w2bqoan212Wxag8VXU9DWf65dVFFCcNKmJzQa6tQ2P0ZCHFiXZC7KWVPylFpzwHtvKyYzcXeHxbFjKhhea7NlO9Wvtb/tVFeq7hCN/OqYn4B1gc1P7zziM8mMkVSxpo8DHbHLY/NR9MErAVbis3PXl9Vh1xKEYtF4UB8/aPfR+qG6bs+4cMyv1qGCMOzvTV1RYDv/E+okh3YTp5rgREAYSdRoz1G1cVOjYNvgtBLgMI66ytG+6vNaLEkdR4MpUjroLF0P2KIia74slrsmqalRjzRjgVQK4zgypkR/6eUsjx6xOmXZSnlpQuR2TFuNG7Zeqmq5VUx645zggmuNoKrV23q5p7TXiHPYDCraDt46vaFFtj74Rsity1zE6ow1Jq5p9tZ97NhnB+eHh5n8DhlKHqkb22CKt7bdiqdoaMvdWaprC/ja0SxOtyua6SkyTVpM4ubS0t9KfskaILrE3GK9Wl9rXdxKnka+TNIcdVkJmv6FsKW5E3scjdjG1b5OaeTCkd1dFru7GiGWsjWmV80LtolFj9lvMWM9tpQSIToo4F1Rmy2nDZhcMtmi4dD27VYiBcmFzWZtjRO/dT6uGcNqPbG6wuhXjYu1yVPwIWoEXhs89pzjMDyWb52LDjP5HTIEb/Usq3kpHiB72WoGKDSicSVTsiM3knKUSoBYMGg1qkog22LjnDP4QOwtLQ3mgBwmrZwKgDXdc/Y83tlECdJWQkojmYipP1oKiB3LOCZwamawe8klHD12CWdO3KeLl+y5vO8mQwCLdLcEOzYtUp2cCyJJLwC+ID5SLIpVN+XSyE9qDY+JOHPOKjMSDkZpbloehU2RFMkEov5uzvjgbFMciANXQl0poq+rOHXMPvCXnPHpMNtAHCKIwP3H79YaHjqWVsBqdqUqNLbubx/EavWey7QxjWk/BmWqa20TXRUXj+PQjE/9YkHc2QGPkl+dYNBnBFHXmZJ1fAtRK3nvHJJLWxzunM4k++Do+l4bJF2kWyx1Z0aMLHaPsFju4GPkmmc/h6/7qq/jiksuBzvVKbIF2F5+bnIR64g3ZxZ7Heq55Jw1jR8Tw6C1vLZjJCfbNTJJftI4MqzXqmf01Q/Rt87udqQdvGr+gjVAcHVzm63utEi51lPryzfjwjFHfocEIsJdt9/MuVMnW6pbbxebaVOVSnUysURSpNXcdP8tdls/CZvtg1g/9Pph13pbSolhSIzDiHgH0TzunLNduPrBj12gj0Ejt5LVPMGmLUSEaHq2VgsECFVWknHR7J9QUguuo/eebt0TupFLLr+CI0eOsLNYovPB0iLF2rBw04ultT0veJnmlNWRudrVh7YLpU1xOAgx4PEgfiuy1scYBt3m5m1CI1gUW80UvI27dV1nLjLBbMa0KVRItQKru1NEKGXSKx6o5c74jJjJ75BgGDb89n/+WaRUU07FNMQ/1bamiALqRIdzwYhIlxGlNNJ3HcE7vJMW6dTxMCnCaO7GOVn62i3wO0uwTm6Iga6ry8FV7uEAMUKItjC8GhhLKSptWe7osbspfey6/kDg47xGTyFGQhfpd3dBYBhWiIjuK2695aZrptY6p1S1tOaqUHQZUfCNBFWM3JGLusaUVEiSVPvYRVusbuLu/X3KmIhNZlRreXUW2B0wmfDOtSXleh8svbfzbjIdq63O5PewMJPfIcFms+bOW2/Uf1hkI1sjV84FvDmoFIp92GxREWHKAu3+OSecFEpwROfAidbmPOakYp3fIpauqdau29kBEV0GHiM+OCOXOjZWWnPDm7yltmRD8Bw5cmRrX682P7xXEgJPNkmJAMXI1wXPYnfHzt2eq4qHHYC5t1DFzuBt2qOmlVqKtGXmeHChNTtCjKbNC6RhgyT13ctjQrwaGJScWe2dU8lLjNP6AGdi8DzifSCbpb5QGj2K6Pieujt7wmJh0pbQiDHnhNsa7ZvxmTGT3yFBTom8XinxOZ2fLbngyDaRMULRmdEQYmsgxKBux8FDqJo8i5q6GLQTKea+DEZYKiTWrq7WxJwTfNcT+gVpHIld0N+31LkKk9VXzxOtWeDQBeI+6HPH2LWGhxSxCMwRY2wC5Oq+7EQIDhaLBb1ZvEuaamTVvKCiFIGctXsbHIwJ74Xig9UIPQ4dl8MlO171f6kd2yrKjiGYVlCvMCUnxvVK40w7X72IgKMgxROqdqh05LSBNEKtzRZhSIWCI6w64mIXH3trxGubY+fIzufirXTRYCa/Q4KSEznbB9Z0eUghp1GL+M4Tuo6uW5jFUkSVJDXtrXtidVdt8J2ukXU2iVBGXYQOxNjZJIY9di7ghLCzQ4gByaONbWkq63TOTb0BXN3FbcvURVPNYDtxcx5t/MtIy9LCcRiaLi/EiBfPsMk47+jjZEk1jmMj9m3Xmhralkp+2lKlOCEEvSiIn9JhLX6qkYJeRMys1RxhcO6AnGYcNpQ02lRHbPXOGt12sW6Pi3TdAhejLYGv4mVPTLrEKJv4PKeB0aZVvPf4o0fnTu/DwEx+hwRSCsHqRCrVqAag1v5wEJzOmsYYWfS9flBthK3Kn3MaCBIZRIvvXRfpYtRuq6VzdavaNPmgXeW43KGMI5IyYdlTq25WXMRR8E5HvoLXyYeanlZidggpbehinHYHG5GWup930L24UhIBtcTPSUfKhtUetbNLPQIR20msaWZOieJqQ0RdY2KwaQsb/WiRqhSk2KY4M1tw7uB6SXXS2SBF6MyyKthUh/Kknr8Pkb5fEBc7hK5HjFzr5Ib4QgDGUUcFo92eU6211oWXMy4EM/kdGmwLdrWQr0JZZ84iSmJdcHg0TfMUxjQQYkdwgb7vbXF2BDT1jLEjBCgJS3s9BMc4Tl3gYql23N3hzInjLdqRdkxb88MOSjahsx2rR4hm+dTFjpw3jOs9xqKRZtcvtQNdGw+btYqRO5PAiGNjQ//jem1yPkdpY2u0LnI116oKGOc0TdY9StX23pnpqxk6mNV98y50W6N/aDS5PrdnqwHCNNbWBWLntWmE6CheGpTsY6ezykG7vjindvniib0aNQgOcRtSSs0Be8aFYya/Q4I8JiO8OrExdQbr0vFgs6WSUxubijGwWCxY7hyl63fBJhHGNDbJSbGoSgmjet+JLSTKpJTJzrE8eoy7b7kJ7ybrfI2WXFugbrkwaRioXn267Pusevv1PZJHrTNKJo0Dm2Fl0awJhX2g7yLFZDOMif177yKnxP65c5RcdCucRaWw1VGVqqHLOByxizgpSB4pkiEXJBZc7HBed2ogU32vkmh1uXHek8fEOGyIwbeUd7FY0C86jXLrqJvXxlKIvc41m/YvxE4j46YzrIuRhDRsGIcVJWeGcfdz9G66ODCT3yHAZr3mxus/SB5HnI8aRYWoImOL5LoYiZ2mvF3QD2cIgb5f0nUdvn4g22C9tC5mlozkREEIztZX5pGSB1I179zZpd9ZsHf/CcDGyIpNNCCIaJNFcqL4qi8ELK2NfUeMHicJKQlEO6o11cZrM0JEcCEQF0ucD1oLXG+466aP8dEPfYBP3flJUkp0cWuED70AFKvnTaN06NywK5rGAkVGTW1N0FxSInt9Las42tWRYHvMzWqlTjqdMxdm0/kFe71N6K3O1OBjsLqqt70mSRsrIdJ1US9iJSBW78PVi8js6vJwMJPfIcAdt93En73xt9QEMwZC7C1drZFHZGG1O/WXU6KLNfXygdi85czsVCCPG8ZhIG32wVxdxH4+jpqO5aQR5+6llyI5s3/mDK4UW/BdiDgbb9PGRtcv6PvOOrl+qoN1nR67cxC8jdbZjKzJPhBhHEf136vpea9ylL377uVPX/9r3HnTDSrijlHFw1TXGmfRpJUg/aT305E7I3w0KkybUR1k+gUJbQQJgvcR+t6kQ7q/eLNakcaRvu+nOuhWYU73IquzTgixXZgAkEwaBq3/xQ4fekpODMOgX5sNOamp62xs8PAwk98hwKn77uHUfffgRLb84qp1ekcfe/remgwm1VBLqBqlaD2rkCi1vlQKRTI+eBY7R1AhnJoGpEEbEq2W2CV2lh3pzP0cXfZIcOje38JyeYSjR48Sgqfv+jbSpYuJHD52dIsFi15/psxhQm0Bb9FobcmEfmGmoipNAe28Oh84e//9XNZHNrtHkLRpMpQ63uGcI3YeKa5FgsE7ur5rzRUBnNdGUEqJrl8ypsw4rG0OOagBq/cUMkUKq7097bRLZ2Jk1eWVEhHRncO+FCBqjS8EfIz40NGF0JoruiXPEVMmuYwjIXlEsonJx9nY4OFgJr9DgP0zpyjjMEU4lio5G7GK3lONTZu42GkDAmozQBsk3nl850k5EZw1PsQ2qOVMySOdg3651Cd36DLuUGDvNF/yoi8ip8y6NiWMXBBp4146SiZt9rfvekLsiF1n3VSNjLyrQuVtTz2m5UkCXkV4OOc5egSuuuopHDl2CaeO383q9AkjJY8rjuA9PkZiH+j6BS7EFrE5Z7ITp91XF3vwgW7nKN0wslnts1md0/ln6kgcpHFktbevdUZbwVlddbZrhEAjVzVvsC/fEfpoOzvAhw7frfGLHeKwIS7WbFYrhmFDv5x1fg8HM/ld5Ehp5PTJ46RxaA2J5r5sI1S1C+yotSgrtHunA2DON51fi6ScI/hAbmNxxepVEd9Fc47RaKorxSYZlOhKEXwXNbW1++RR28VNG0duzRUxc4HasKm6tro4SUfITOwrmr7qOK6QbcLEOUffO45cAqHv2D26w7B3JafuuZP9s2daCttFTb1DF63OGcg5sVjs2PGaJGX3KP2RSwixY7W/rwYN3mn05QqbcU0IkTQm68ZW2/+txozU2eWuNZiq243zNgETIzQjCr0gdIul3uYDIh4h4GI3k9/DxEx+Fzlu/cTH+OC7/0zdRFqTdyKdJgyr87OmYcOiMONLqsNLJUFfV5+JmNNLtmmQMI2rYcMgW9FZKYXsCn3fm7auPrYdE1BStg9/B14lMblkgoQWJW2bnSrR2rSsd1CmeWU9hmrMCks6gnPk7JFFx9EjO+yfPc2p++5FcjKDUXNb8TpKpo3nbNMbgbhY0C13CSGilvaekj3dYqF1UcQiSmGzGRiGkQDtddJTsP0b1lgp4tqGumpc4MxOv1iNsmShBPUiDN5T6uKjGBDp8Ka3nHFhmMnvIsc9d9zGvXfcpv9oo1wawbVRK/PQQ2wPhIhFJdXGvi4WquLeZDPBtjMXbOzM5m2pabVZpbT2pxKRx+FdRLw1SZzgg2r+xGZYNfWz7jKT9VQRsXTczkW0FlaJvc4sbxf/6/dqD6XEkbOzru8Rljs7HDl6jDMnjzOsVxqBer/V7NHoq5Rq+pCIOZHS0AiqrfzsOmII5FEbEqv1Wp1cYh1D01e/dny91xqs2E/raF6wqFasOYSoV6BuwrM6p0WiztL1EObZ3oeDmfwucpQ8ktM4yTCc1e3MNVgdWJw2M5svig3bp2TjYpOVVJaCK3Uow9tM7aRt01lUWgTUHq8JrCdy8m4yEVWC8iorAfOw862mp9GbNkrUQEHTaDXjmmSLlaDOr6fpfz1ex5MJOpYnQBC6Y5fQLzpW586ShoGcs3a8uwVdv8SHQEqFYbPW0TSv7s0arVY3aKujxg7JyXSOdSMx1CVQpTq0WNQr9fhEG0vjMOJDR/DVVKGogaw1e5yN1JWcWxrN1n9nXBhm8ruIIaWQhxEpFnm5qaGhZpomTJaJmLA9FeKL7Zy13bdF622lFGJnkaN1hWvqllPWqQkVytHyaZlIT+wDXut21QfPu0mgXEpuC4i2rd6d7eAVB9kE0L74Rp7bpJdSZiv4sxdE2rnW52/n7T078Sgx9ozrtYqXceDMOdp50waKzoAYceWUts5Tv7STm8nFXJ69x1FUPoPWJKsxQxZdyB5sKiSlhLdGid8qF9T0XvSKpU2d8sDl6nPS+3Awk99FChHh9P33ccvHP9QMB6rFfDABrdbuavo4EQdMqxxFRkKJuCJt+L+Jg33dPBZJaTCdmz5ukdwsp5yNh+V6HG4y8IwhMIyjjqFZtNd3C63xbTkc13PSqLFq4PSroG7P7SY7h0redXJlG7prZKob1mVNIURYLnEpaYQcAjnrqsrNegMOxtUeRSAudpACwzhoQ0ISDmcuzyM4CF1n5hBiE871D2RRo7Nmkfh23PXvUvWUehLqfF1ax3jrhGc8Iszkd5EijSPvfuubee9b36w3NLLqDlimb28Aq8uBoEaBlqyKUM03S1HRrU6FdEaS+qH25kLsnEPNoCdy0ccw8tuK6MDWQKJEqk9effqm6GzbqVilNTVNdjpjyxRpOuc1vXVlKx2vEVIloHru02uWLRrzLuDQlZc+9gTv6ZdHid2O7h8xfaS4SHGFHd+D82w2Os7n8YgPeF908sMaOfraal2zipKrmUL7uThKFlIqRLSGWg0M9PcL2ym9866d0syDDw8z+V2kKCWzf/qkzsPaB7xGZa3TWyUuTlsI0Tqc56Vb9qGtu3lrqldKUZNSZ3ITphRs0hQCqO9ecR6RfECqIiJ0XUfOJp8JVsjHtY5rZahSyhTF2RQGTpsntWnQin9kxGuVLYMtH5ocq6vGsUZR2vSxX7WGQjbbKkEvJiVrDfTI0cvAB3xU92gp2tjx+/vUSqejsLd/jjOrQY/VOUrOqgOsuz1yIuQOnNbznIhFsUIatWbYdR3E2LbhsXWO6uKi0bhrl6cZF4qZ/C5CiAib9Yo7br7BbplWPnq/tVtCIERPFy21fEA0ONUHtTuZs65qzDnhYtfcWdRMNKjVUnUzseis2riLd3iXSSVZOlz1eg7v+/Y41Q/Pue31jyjJmYuKzv1aM8QH+3JtUkPJpk5teHwRa+jQ3FZaM8QaQY0znXa16+MWqU7USrLBdHZFW8IW5WZKLmqYagTmvaPPI75o/U8CYM0Yx7ZEKBGKzkuLFCie4nRTnnOaQouo83SgpvTOjrm6O4vpLOfY7+FgJr+LFH/552/jlo99CNXb2U6MENUVuWrYvG/zvCJNbAFmLaX5Wk3NpJEOzk3TGAYRNJIym6n6c2ckU8RqbEyNiameJy0azNbA2GzSlC5XkmnLvwUfeos2fWs+NFJ0IOJwor/ng1cFT1v2Y80KmfwMQ4jWJJFGNrFbWH3UjAvIqsGLkf4BO0NKykbehZQTzkH0gd5bo0LE0lrMfqq0ZU++ZMRIz7uqs1S2rmQdCEbQ9cJVJUlKfLlMUe2MC8NMfhchRIQbrvsL1vv71KgvhkhvDiihRnStBqYd2uBq3Y+tSJAt8ivqCtPp5EHJmdy6ktPz11S3dnM11Utm875oay5rJCql6vx0woHYEc0Uwdv4nTehckHlO1gENO27dTYtUeuDk1uLVA1gTRstRfS2gc35ep7FpDKYqauuiqyC7pSldaGDRYX2ikPwxOAprTlTWC6WXHrppRzZ3SGtV3q7Ga5KsZndnCg+4ErQEqa+glPt1WmbxFlXuHW1MScXa4iIbEXdMy4IM/ldhJBSuPuOWydZhzeHZiM+TIcXQo0u8oM2QWqtTx9EV02CbkXDopOSEq6L5FRreQ5d65tVZkPttvq2o7fkjEhWaYwTQgwWEbaAh65ftJSvbO3qCN4juaa8nmZegKa4mgoWS5ujHn8RSzONHJyY6YIRzFbtc7uzXN2WSxGz9vfNfr76/TVSFU11VYQsdg49xy67nGOXXsrpYdMkPzX6U9mP1QFdJgQVMQc8+IPrNIuoI3WVBgkqMq90DmztP55xIZjJ7yKDiPCBd/8pd9x8Q6trBafLcbThYTU8P0V1U/3NHyA+/UJLTFUGUsfajGhw1gARgEJOVeuWNUKKHSkl+n5BiL2tztSdFM55pGRbD6mP51E3mRIKAZ2r9UGfs+jSYJOO1C+H7tAtTbRcRCOlENWAoeocq06xiBAWZhbA5Lrc955x3Nge3ikSFclWK7UtbSFYCmsiZslTBxaT9Vh01i96Lr38Us6dPKGPWWt+oEYQyeN9BukgCzixZefZ6qr+wN+n1NxdIEZPKprPe+/ZPXrsc/+GewJjJr+LDKVk3vQbv0Ie1V05+GkvR00DNSvdmn4A87Gr+jFlPEHABayZaeNT3lLLKtso7XHyOFAk2/iZFf5F52FHc5Vp+bFUyYd2R7WzqkJgUC1fjM50bZ4Y1FmlpEQeN+QxIyTTv9ljGrlIVoFx8GHrnCZhc90v4p1tjwNc8LhSnWASaazi5a3myBbhVudp76pQWfCidv3ZdI1abghcdsUVnLzrLob9/dZYqQIXMdG3lISUgJOAiHWCpZBTaSNwORdaqxs3lf+2znHGhWOeh7nIsHf2DKeP32MRhoqIo4lmq3i2OqNMGjy2RM5sdRGxFPlghJSrfMapa3MeR9I4mJWU1ruKaeZKVrfjkjLDsDGrpy25R9FFPA4Yh9EkJep+UpstYjOtuLrHF7O0srTdfubAnms0ci06DZGLLSDXZoy3UTm8M988NTZ1toPX+9ikO3WSQmxrGtjazK1ygHN152+xyE9TYEzWs7O7wxVPfpKZttam9KTvo4imvjm3xe9IodhYYk1usy0pKmZnryLuwsx7jwxz5HeR4fZPfJRxs2rSkFAdWFpdaxIMa5o5dXJrGiuVGKvpaYwqvi06vuYQShpbsd1NksFGSA4d/cpJ10f62LeNaklo5KfGpdZhBsb9FS4GYuzxnXYqclGXFyceSUnrYqUQordF3Uroxambi87l6l6NutlMTFpCKbbsW0kxmGWUvjY1x7dZ4lLaztxsnVnpqiYPI6lqESatWQGadpdS8Oj6zyc95SpOnzhBzkOrY3qm6FsJfITRETtnNb/SLL5am9pNz1Efp9g57x67ZIqsZ3xGzOR3EeGuO27jzb/5n1mv9tHF34Hg/JbmTT8Y1V5dZ3irCWixxeCuNRO8RUM1AlTyUAVMFwKLrtdZW/vwOUuZS0nW1IDJ0aXuu7U54Kx1shi7JgyOXU9xnmGzTx4Ty3BMd/VuBpzLbaZYREibNSVnFrtHCaEDsDE+rZklk9wgdSTO4701d8o0t6w7cA/WPqvYWolTyV3P0xa9u1Kl01DqnG7ttNbl7R5xJvuJkZ0jR3j6Nc/izltvaeYLrSHlJgeXkgYkeErSCDqETrtAdqFRdxl9rpTVKboGfk991rWPyfvqYsVMfhcRTp88zol77lLpiJ8aHLU8pDWv2LqiqvzwlqYeLMbXWpiYMShitu5BmyGxX1Bw+C4gZrOU0ti6mN57skzjbNqhFHIeTY837a1V9xatqXWxx4XA6twZ1vt7hNjjnWNYr01LZ4afPkDJrM+dolsepVsurWvcQdEl5nlUf752DAiSMqnu/rC2qXaHt2Z8p4zWIlShW3RK2KVYZ7uqprHbRpqAGUHasLGRofdcesUV7J89w+lTJzWaTAUfMsGWqjvvyaUwrFetqSIC3XLXOrmhHVtdtOSdpyBccdVT+YIveclj+v662DCT30WEPI5bkUB1E5mGnqqZaP0+i0CokxTeUqgqqRBwBRmLOhd3S1ycPqDVVy6brs6FiMsFccnkLABai8ulUMaRyCRYxmZwqzSlykDGlBAc3WLJZrXSjigWSUmxdFZna12IJq0RNufOWZruW0c2xqjPrR2VRlxT0yXjxenzG7z3pHG04ymMw6B2VuOorsr2euaciV2PZI0icy5IyRpdmti6RnbBB1wQXNdx1TOegUhhvb+nF4pcrINt+1SqnrEU1qt90rieovYa+UmxdB9w+vhf+zf/Lpde8eQW3c/4zJjJ72KBCKdP3sewWbcoDxxigl/9Kg9CgIUu9tad9Ba5Td3DYp3MbYmFqz57NroG1n/0HskmNs7ZNGmuRX5FtCOqsIgSsTqhawu607hRbWIX2az2cD5SrIbn3FI7zCnRhQDOdt52HSUnctKGCVIY06jrIc0yPw0bs4pyZhjqCU0ULWon5ae0EvS8vThSGum9mhRgUXEahpbqhxBsd0c2my99hOpMk0dPdo4dd4SnXX0Nx+/6FPvnzjRfPrGdH80+rKbe48hw7jRlHAl9T+iXgAdbdOS8Z2f3KMvdIzPxPUzM5HeR4P4Tx/nIB/6cvTOnAazR4dQSyT7caqyZVPbSur9eozhzH2m7a92WQaY7KObVFNI3LVwax9ZZrSSSxkGnRmJ9i7nzPpy19qeu+Vpv9NZdHhOtEztsVjZr62GxNBLXfcC+1Q2n/RqQGNOomkPTN07axEJKBeqOkC1hcNUa1nndqTlUpmaQdV9rY6eOrYnzQDa/Q7W391syo+AcSRvMhHCEpzzj6XzqtpH1/jkjyGhNKtekLcudI5QlepGpc8wijHbeSDECPP+1nfGZMZPfRYK7br+FWz7+YXJKumPXeTMVtTs0AtR0NbTtZ1Zsr1MDVv/zfjIIbc0KNCqpaxvByCtldTyx58G6xKVkJCnZBj99OGtUWZseWl9UwXPZIqAijm65QynJHJR7xnFEzByhjtgNKdk0hp4TdWxOCsNmaCLgnEYlEILV8wppHIldN4mUnds6JiWVOoObYk+Isc0n+9YMcoTYaTMldvp9Gm0fSGgXGpXpaFR35MgxnvrMq7n3U3dovdAE3IhusROrg6ZSiF1v4nJPt1jihoFchGEcINXu9Ex+Dxcz+V0kWK/22FiXdzIuqLt36+Y1qFIOb04oavo0DdFX66Xs6q0O59S6yntPSRlcaNvWSi6kNJBTpjevOxFBgs4MO9AxOEt5BdmqQmL6u2qEGvAyaeGqxKNbHlGSFa0/5pLYbNYUHCGoP6GOwo3Ufb5SPQEpulc3b3QyxH5e7bBAWpRXc1X9z7T0KI+jHmdMWueTgpPQ0l/c5AUYQtTn35KjTNMflgajm9guufQyYhc4ec89lt6r3Ke51bhIFzUijove6peFfrFQ0t1sWA8blkeOKkHOeFiYye8igIiw2jvHZrXfZlB1hE2XkG+PrsG0yGf79z0aoaSSkHEgiOBzJsYebU5kiGojrwX+kepa7ICuU+eTEALDsEGkqLEpMKZRjUodeBdaFDpNXsCwWeNDtKjV2YyvN8/AQOwXrM+dYf/0fXSLHevWKkGN46hEb3PDKeXmFO2Cp/cL0qh1u3rWnmn6o+7jUNsXu0hYyhtiJCHELiBOxdnOB3zQfRwObQ6lwdL8YPU+S6+D6QU9IM6rZrHpKOHo0aN0iwUn7voUw2al9U6Exe4RJesQoC6SN1dpXSblWSwW4D2XPelKun7xmL/PLjbM5PcEh1ij46MffC/DekUfI10ItiGt1pD8VOPz096N2vCwQatme5XSSBkGs7qiSS6yNT7KsN+itxi1ViVlGr1ScmVLF2eW7MG3yQhd2ziJovVclDC0hvcA23sjt3GzT84j3WIXH3r65Y7KQ6wrW4mlWjw14g+BYOl7GkfCFlFVg9VShCxqpaVTMNj4HoRu2eqgzgnjep+2L9jqgbkUopjDiq2uTKLnk9GXx9vYYJUdee/wIfDkpz6Vk3d9Svd+UBg2+3qxoDehs64L0Gg76UpPO7+jl11O7OfI7+FiJr8nOESEO2+7meve82eaVjlPaCsfORD1HRxpOzjzWmd6fQj0XqO3cRxZhE4jvTLQmTwlbdYsdnYtGtHGijYRCrkIeI2sTPCn8hsj2WkPR60xap2rptzeq15w+1iLjdPFxZJSEuOwwfvIGEfKRt1b6m7e5n8X1Im5Emh9rZxzxC6SclIBttM0s3XA2dLqgY6b1VHa6mgt0kTJtXctNpqWU8I5MZF3IbVF5bo3pVBlPkawXrfILXZ2uOzKJ3P29P1W11SjU5dc8wcElbWMY7JlUc7KDUtNt2c8LMyv2BMcIsL+2TMMq/2pt8HU53jgwHuzbLKfaSQYm6i56gOXO0fYbNasVvsqjDYC1f28tQPqGsFphzTZz7R7W2tYgWATEBb1bREhZpqgQyAH101O32uC6UNHvzxCzoWURtisdOQs2nicn6z3HzjsXx1cTKtDjLFtSysydXpFBLxs/VtTXdAUujaNYgiIE62BotGYWK0UKeRhgJIRHSuhix2l62xyxjfSrH+oECLLI0fBOTarPZXAAIhO1RQzhhCvo3vjZiTlamJapj/4jAvGTH5PdIgwrPehZNvFW0xr5g98PTDyqwX42vEFTdtw07SDCmkT69U+/WJB3y80HvKToaaIzvCWksk5EYKZAtTxrfp8zvznWhRo0wmiert6v1q3A5ucsBqZdzq763yg6xY2NzwCuvTHbdXqghHb9h7bulu3FCFljSy3xcPT/YWUtIbovLd9JXosVcNHKRQj75x0gXseNV0t2brspZDSRl2gvaOEQLZZ5qoD1NfB5ENOCLFn54jKY9KwoUhhHEeN9Ia1nkjo8L1D7cOSOe/Yic94WPisye9CrXRmHdJjgzQOfPKmj0MRQmTrgwzxAVILmP4OziQpNnZrJklTxFTtp7rFLv3OMYbVOTbrFTtHjqk+L+m6xjGNul9i63ka6Rj55ZxNoAw5V/cTKE69AF3XtQZFtkXcgBX4E8NmA2hjQpuygdgHxkGXCrk6q4zpEk1CoxZc5pxs88fZxNcxRnJW4orBEbpaB6WNBOY8Mg4bJbtSkKRNHyRBkGneNiWK+Q7qLg39fclZdZPZMw4ADh87qk9iodYbawBtr6HzhKDH1/dLxjSy2QxW+yvkccAJBA+pCF3XHyD6GReGz4r8Ss6kcVBVfVHrn1p0TuNA1+sV2sdwXk3CmdHl/Ed75BAR7j9xnD9/6xspJQE10puiu+nipCnfAwXMrfMr01LxKv/Aa8NESiH2S2LXsV6da1q1Lma6vscRGMdR/fSCuSdXIrUpj+AdFIf3Ji2pKXEXW/e3gHVHJ22hFCFGdX4Zhg1uS2Tc9R3DMOJzwgV1ntleRF5rgK6ZK0zNExFNNTW6TOQhbe0lKXbuwTR32rDpOnW4ScMG7e/oc41jnVf21v01sqTO/do+33GgWyz1fKsnX9uTslV/xbVRQIDQLwjdSM5iNlw9Y8oIG0rSjvQcXDx8PGzyq2+qcbPmE+9/D2/59V/g3OlT9Yc6ogS2dLpD8ojznn6xZLl7pL1BLn3yVbzsv//bPON5L9A3xENg/qN+Gojw3j99E6dO3KtSiq19sMVSRqy+5Lf0dar9qxo1Ry4JJ+BDd2Aiw4eu9WbTZkMaNyYWzqTNmhRGUu7pFzu606JkxnEgSNcaLvqeMJt6ByFo57KlqRZlVl/BUiwdLmmLPPWc+sWSPAwmZ9FRtNj3pGEAc4geNpqailNScibnm859q7khgAsEB2K7THQKRnCiZqYpjXSLJdFS7VJdpwtqXlAKOQ36uuRMmYqtgKNQcDYLrd3qNeDa0qiarlb9IQgu1GUetr8D6GOH4PT60vX0OLphJOFZ7uw+qm+rw4ILJj8RYbPa555bb+TUvXdz352385dv+0P2bZxquzNXh+mLpTCSM8OYGPfOmpkmnDt+N2m1z7Vf/FKe/Mxr2Tl2CVKE1bkz1PGi2C949pe8hBC7x+bsn+AQ4NTxe6j63CLZ0ij1q0t51BqagORJ9lGKjXa50LqbPkSdSDB/uxCCLuxB/6ZxsdTpgxApksmDRvzOJiVqjWx7esOZ1AZsx6xFRM5NF7XmLtPkH9OS8ZpJ1NQVQS+uOUMaGQZtAoRqYFCqvVbBB52lVcv72uhonNRMEOqUSSlFtXJVy2dSocHMUNV+v67XFNTaPkyibmpzxEwN/BRpa4KbcSnh/AhO55S7rmvHoAfVLCl0QsbrRQsrUeCU/HCe4AL0HpJmXw+scc74zLhg8vvAn/wB99x2Ezd+4D2cvvcevdEK0VUaYNew1pbf7jpWQej2bffeciP33nojXb9g95LLERH2Tt1P9SwLXc/X/P3v4inPfi7dYokPER88Ry65fMsd5DBDuOuTt9p0hAcnKotIjn6hEgpdTjSRUp2a0BhRtm43J5eiItps+jycI9iayJbC+Yj3mRLUkWSz3me0OVbA/sB1KXntwPpGEIrt9HsiwrYo3CLGasTayinDAN4Ruh4XtOursg+hyGib4IKm4FlT2FLcRMTObR1bNW+wyMxsqXIa1RjVrKpciIRS2ugcDoILpDQy5sQ4jnSuO5Byl2QSGUv/i712PnT4KDYXrQ0cyYnqrt0+HSI4Z69Rm02unzX9NKlcRtg7eZI0bOiXO4/VG+2ixAWT3x/+8r9ns9qHIqjl9/aQEi3a0+9r+dz+7Ry+XdWYUi70YlfGgbP33UOjRmd26ePAu37nv3L0sssnu3Ef+OKvexXPe9lfeaTnfNHg5o9dz40fuY6cE13QVLNIYUwDzkMIHUWE3nm1Y3JOnZhFd0zUWlsuBRdUv4bVBJ3TDWqCNjOkQHHFmgpOVy4OK22w5JFxk0ixI8YO0LEz55yOyYVCDLYmsmkMszkxW1pej8W2wImJg5UgbWUjQDDzAuehCMt+wWa1pqRRa3e5EOjofKfRb6qb6iLSusKVfCpcixin4mD1GtRzSeOIFwjRma7RiHLYWEMlNkkMuK21lpbOU6BA2HLWGc2uS+9qbtuiF6ViIaozwnWh7i42ci3SPP1WZ0+ThmEmv4eJCya//TOnmrOvc9KKvbVu29DyitY/PECGHlej+4kwH9gwtkgfhM2Z06zPnm5SCOcc77jvHkIIXPaUpxG7nkuveuqhjAJf/1/+b1Z7Z5BSGBBi8E2/NgwbYsx03YKUR7V/QkhZ6KJvAmMBvKi3X8CWDgE4s6AKHh8iEsAL+BIYN1rw93EBIkTvcH5o6VfKmb5XF2JxEJ0nk9sejkp0IqgrSdH/ghkr5ELf9U0/aBmvZX+Bru9bdpBTJvS9RmrjwDAMgHZMic7IeHJu1iCqWtOPjQyrY40GxhZxBmcll9DE3DFGNVYtmRgigkpr1Oghtihbu+lq2w+0aDvlrJ599r1Ai5g12y9Uk9XWoQczxJ7mhKVM9ff1/l6T5My4cDyybq+JW6tWSt88HMhpvTNZQgvUbUtDnSrYSo9hmz9rF2z7RiNJC/v3T9/Pm37+3+JD4NoXfTmv+Jt/lyOXX6Hdua47NER4z+034XB0nXZYR9vY1i8X2l23kbNcMh3TZAVYkxGhFI16nLOa0daUhIsZyXW/rP7dQuxY7hwhG6mKfUhzGlTmkQbOnT7Ban+g65Y4rxvX6uB9neSospIAB9xRqrC4Coprek4pxK6jLj/XiDQSY0fZ3zfSLXT9cmr25Lqic7LOrwRcozqRQoiBnO3d6sy9WeozO7pFx2gmqHWRus4UD9bIUJLKNtXRjEwFm+Cw1xynvoLjSOydzRfXDq/eA3HtcWIM7b1c95BQu9hZ2sKoc6dPMg6biXRnXBAunPzs0uvE/hhMaexW06q9sWtEV+9l19dWF1QetDEfmW7bpsG626F+r4+PvYEGXHLc+P53c8fHP8SxK57MFc+4hq//R99L6C7+BomI0PnAou9xTgi2h7dObCwWOzhXC/pMzYHgGceBIlEvUOb6kovDi8cVB1gNbRi0qO9VF9f3S2K/1A+hD5SRKZqLvfrrLY5w7IqO/dMn1OggdubcYqsg7YPexWDcLJSSKEnAZod10ZFo2Y6s5+ZtBy/6Hgte0+icEiEE+sVCNYE2+qaCZLe1sU2mjehS35hKJmXQaHPMevHAQQyx1fhyUtfmktQnUErW97Kr8hZHceo/WM1N68icSF3N1Mp2VjcN+NgTQwSnZg7a1Ek0G7GczUJrks/UvcOCfhYdcO7++zl1711cduVTzDh2JsALwcMiPxFRJ9utK8x541PYkhkOZsO6SHoiwJp+HHis7cdpaa49XpUrbHXwdC60sN47x7C/z+njd/Px572Aa178pRy57IpH8HI8cbDa2zOLdU9wmjqpKaaNTxVd2h0XvTYKUmIYBk2tzF0kdh3BadRY7ANZrT2dczo1Ugmj1Z6iTYVkQhdJowmBRQhOHUzSOBK6BWnctHWPGoEFQhdbN79aNGlpJDXJi4h61YXg7b0SLf21VY3O4QhqZxU7ShGiEcX+3h7jZk0uRcnSOtS1eTN5CNa1l7ULnQlBiaru+1XLeFvA3lW+tNnhGHV3SbALTBFdexkizjtdO+nQtZRuungLKpER1JC1oOUG5wPetI7OmetMKZQxTd1q0z2q7b+D4JUARbjhL97D8sgxnvbsL2CmvgvDw5K6IPpHcy602w6E7DgaF8r5BDglvBz4/eln9nM3pSpV9ImlKbUj5lxpRfv66HkYePvrfpm7bvo4X/AVX8WxJz2Z3Usuo1/uXFTpgIjw0Q+8m71zp0Egdp1Oc3gVk+tkQ01nzUSTWnFQOUatH6kerzYUrIi+lf62lY32AXWj7c9wmsZFI4FMah147zyjkYuPHcNqn9VqH+ciO+4oPtbHF0tjHR6PHqYtA1dPLqYxO2z0Taa0uTUnVMYSYke/XCjZ59H0gKN2w0PEbe3qqKm9TmDoJja13fe4amPvzPB02BBq2i7VdTqQZbQ1Aep44yw11UuIlmiKPYe3+3nTYtZdwFKKPb+6WOsMc7TPiEmXwFizHZZ+tmTSWNx9y02M48hff/ZzYaa/C8IFk1/OusvAeUdxk6aotvMnc8iDabDeoP+n/GXymKaH0T0T+u00g1ofQCxaZCuVxk2RYe2O1funYcMn3vsOPnXjx+iPHOHZX/JSvvSvffNF5Xe22ax525t+l/Vqj2XXqZedC9Rl2zEuCNE3R2Wd7dXOabGIKI26IFwXA2lqmLPWs7qywAd1fC45NOHzaHXcnAZiXND1C4oXohRkbfO4IsS+N/sqxzhsWOwcoUghjZn1Zk1ItiLTbOUdNJF0FSh30TqcIYBXB2Qplu6ZxVZ9i3kf8dYFzmkkh0R0HeIDicQ46q7crltQrexLqWLwrLo+56x2mZCiGsAyFPKoJqlhsaPjdlLU9q/oYwQfGPIAbnKmwdJWb8QtJVv0Z51cI7to2sexFKJ2OHR3SdR9JNqVqtMftg9F6VGj7FZC1+e+71N3nt+AnPGQuGDyS7kQxKEjRI76x1Di0/tsR3R6Q71liuIq8bl2+/lfjfjqvSqx1h9t5cfbEZ1YPTKnxJnj9yD3wZkTx+l2dnnxX/1rTaT6REcaR87ef5/69bnqVrJdJlDT0LZ/1+pSXewQhJQzY9RifUpq855zYiGiuygEFhYtC5iAVksMpWR7+QdNZc3TzuEYxw2g41YhRJY7R9qFaXH0UtxqhUY9mTTqLKympJqGC4XoHFIcEgppHECiXQGzNU5sz699yOv51/dOtXwfBz2/PnSwUSv61f6eTRPp8qQQojVHVMM3mmOzd0JoDQ9wLtDv7LLeO9f+Bs6pDnAzjo2IWybjnNYvbWpEa5j6eSkidFW2kjYIBR86/Rs4R7fYQcw8QSyyK+ikSNkOAvQogNr1VSeZcRzoP83E1IwJDyvyw8hPUyoPHk0/q/U4Ey/pe0edNILTN1BLW43EWifY1ZlMN715ttJjjPzaMH6RVsiuXcJ636qv0hKVY7N3jrf/xq9w60eu4+v+7ndy5JLLnvAd4f2zpylpJG4t36kXDV9HxdC0qP5RnHc2veHAjc2yKeekHcysP4/dgtD1SoxZbeO7rjP7J/2gx9jhnWfYrDVyWa1b17Tre40IS6HEAP6YdkVTppQ9hs2+au6AYTMQo6bZwete2nHU2l+yRkbt0IY2kudaelpnc9VWHq07xqhRnQ8ENzU8lHgKq/09nWmO5raSdcE625MoUgi92uNL8GrrnzO7l1zG/tn79XarG5ZcELSp5Mo0U10v0k5Qf0MjQLGufIxap/WoZjKLI9bl60W7ubkIPthnQXwzNoDpc9aCQitpDKvVTH4XiAsmv2HMdNFUe05txr34Fnbr56201n0bVRLdbQ+6D1ZMIe9adxetm1g6M5FfbTDbnOOWW0gx26U6VqQXRI8LztKR6k7sCFG7grd++AP88g3X84Kv/Fpe/t//LY5eevmj9BJ+biEinLjnLob1quklQSOg4GNzRi42KeGxyLmmW3ahadMYouWAXDLr/T31yXPYCkun1kyImnWGQHYjo1Phbxc7G4uzZktU6UY5IMtQKyvvA8cuvZzVnme1fw7vlVTHQedii89mh+WpIvo6FRFCUD1g0M6rD1YzzMneKyZIxhEClCB0UV2qHQ7pFjr6p0U83exmZgQihSKZkoQQbSubR1Pu6OlCZBg25HGNFLXCGsdBa54OYhcpaBPFwVZ3uabmU/biXaBOsejjBG10+HBAQqMddNpMtHPgokWHtuayirILTtPqoqn0ZrXH0cuemO/tzzUumPw2o+5liMW80oLWkoLXOUVvpOVNh6ROIcEuqGJXY3Ai7Q9qxTuair216aeaYDOh9PU+2ml0oH9w05+pOHdKf1QIqlvIaqq93t/jw+96K1ddfS0veMVffUK63549c4q/eOefcObkfS1qdujS8SoeJheK1Z5EnNktae3O28VE0Gg+eGdE6Oi6nnGzJpVMiD1SMpvNCrdRsW/semLsCEEnObxtKvOoO3LsOiXAWk+TQkwqOUmjeu8td4/ZfLFOc9Cpf54TZ7PggnhBebprTs9IQUTFx9FFHL6RrMOBOZtMF199PYhOxdlA6BaMw0AqhTRukFSlPPr6VTkXFNvXW9NxYRw29IulXYe9lguAGHs6TPNoauyq03NOVQpQI3MzcZDqoKPkTqzmr/rZijaNkopZ/UNbJmUfIi0NWFOq7v0tIhz/5G086anP2Co5zXgoXPCn/1kv+lJuu/4vSUWIuRCCEIKnBHMDrnsjjIC8qH5PrG7kRJAsFHHEYEuqnZlp1vlFE69WL7lWA3RQV/fhPcF1OK8K/Zw2FuWYJKE1YrSYLElsWF7fIHtn7ueDf/Zm1vt7XP6Up3Lpk6/i6KVXsNw9+oRIhe+9+05u/MgHGYe1jbR5MzHFzt+ZIFnrTcFrROZcjyNOvntB9Xv1Ne5iR3CeaJvQSi44KdaBtGkITJAs2NyrTpDE2GmjwVZIQu2I6kWu7xdW/NelOyF4NquVTp+kiB+HiQxytuZtJmdHcGpiWvN3cd4ieocUi7CsceC8zfRa2lkjY++9lUM8PnYsdo7oWsikDjElZYIPupkN3T/cXKmt85tLsvooNmoZGIcB5/U1DxIYLeqr+r4YzP1Fff1bk8fJVKuuW+2c8218M9v5aIqvLi/q6lxnsWuKLtPCc+sef+jtb2HYrHnW81/EZVc+5XPxlnzC4oLJ7+++5kf4mf/3D3HirjuJPtAV6CSQClq/sOiNUlNgE2pK/YDVIrFGgHWp7DS4bdc3i/xMKmqkZ6sWQ7Aan7fZVV3mLOOGnHS0CnO3LaYhUzskTxZ9E3Wx455bPsHJu+5k5+gRdi+5hKde+1y++lv/AYvdI4/+K/woI23WlGFjhpeBGDqrl9UF4NpQEIvqQu/wTreiRR9MC2gLwsXkF61ZEFodLaXEkEYiYtvask00FBbLHf2w5dKiPMmmvyTi4+R2Uuu5MYbWWPBR9X4lFTqW+P099vfPNdIaNiu1iY8d0qQ7Ut8aFJfx4tU6XgKeKc1PKZnRp/7NYwj46voigi+C7zp836kvX07snT5JGtZtegQjfAdgKX1OSS8uJhx3zrNY7rJZr+wCpK+j6hqVlIqYxMiag74K0beWNqnmseCjESGaT4tYZB40sKiEKmwtUa+w76Vk7r3tFvbPnKZf7szk9xlwweT3tGuezVOf84XccdstxNCRipAkEkOktLeKuth6r6F9rbk4q8lpd5D2R7Sf4vHg45QCYz382snzk7PFpPuz33Se6Gx5jQykPOqVk0JK6pIbQlSPNDs2tefaIw1r9k+fYrO/zzVf+MU890tf/viP/krBo9Fs1/U2iaB28JgLCaJGArHr1H5+sSR2vUYdNTL3UzLVJm2scy9OzQxi3yGiKe9q/xzr1b7ZPdEMCXDS9nXo31SJp0aUVU9X07Bc9K8eQ2Q9rACIXc9isUNOA2ncUPLAWGzQH1rtWIp2PEd7b6n5qO0oDhExvaIPKpcpyaI3Z80SEbU/LhkXO+Ji2aLVsyfuYVjv65Y3H5BQkJzpZGEXF2EcBl1KbqlxLkKInS5UqpFcyTrlUYRUdPGQWFmizXo03bgnUKU7rk1vOK9icrIKurNdYFwISBJKoUWAznstNVXSlcJmvWJYrx7b9+FFgAsmv92jx/inP/YTfOLvvZo3ve4/8+H3vJ3Ves1CtqUtEJ0OpwtBSQ1rRjhbWB0c2dK04D0403GxHfEBrWtmtT9nsgo3DXs3K6fY0fujuGGjw+TDhs16RUpJ61lbUpn6mLV2E2Nkc+4MH3jLH7B77FKe9v963uPWLktEGNYr8jC2NLUuJJesqZrkRPAa4S53j9L3OudbmxLVQbnWSqeueWldTNAmBWg0UYDFYkm/WOqUSBYWu8coOTNuNji3R9cvGwHUTu00hF+mkoRTMotdz24IbIaBIHV/CMTFwnb0nt3y50tNTtPFYOJn3/z0StLtctU2C1xLu3GO4H0br0wFoq+TGwkfhMWRS3E49s/cT8mJNKhFvyYva5J11nNKNie93HIp17rnuFlZwyO17Keupaxdde/VZKGUalqg0pdof5eUMrhkAUJptVmca4292nDMYmJoK+fUHc24DFIY1qsDQwQzzscFk59zjsXODi966St49he9iN/5pf/IG/7LL7HJSRUwSYu7grlUlDy9+HYR94CkrGWZqBvvPVB0DggLOyw10OdtZGgk69qgurMxH8E7yM4RFw6C2g35GOhiaLUmbfRN6UKtfdUNYifuuI0//OV/z9f+3e/mWc//4jZd8HjCuTOn+PB738GZk/epfk3bA6SUNO23BeIhRHZ2dum6zqKioOnfltyi1o1ifR3QjmywRpaWyDS6HnNSYXTOxBhZjxv2z95P1y1tz4YaJxRLW7eXJjUr+Qfc5oMSxcKpuFlKYS+P5uO4YOeSSNqs2KxXBB/out4mInR7WXYOYo/Lvu0GVt1gmEopYA0yK3s4T2zegbrjRKRTYfPuMRY5UdJA8J40mtW+D9oZrmN64kljwnnVG462XwRca4K4+gTYxaXV6mxmONS0VjfHFTGDB1sTGsw6zImSYwi017FevEPsbMbY3t9ZX5eCkMeRvdOntA66JYeacRCPqN25e+Qo3/Id38XNN3yMe267hTP33av1F20/6tghAe+qf1s1rgztj1h1ZCUXko+E4Iit8zYtwmnVP+faljHtxk1mlNo88RSn3U3xTiMRcwYpedSLuL0JQ+18bjnfeu8ZVvt8+G1vZv/MaZ7+3Odz2ZVP/Sxe2kcXIsLJe+/mI+97h/rxVdIqhTKOlKRTDLGL7O7u0nW9RYY6IaCec9lSX5rcqGoFBaZaoLdmhUVYoeuoDivr9RopwrDZkMZ165I6MrijwO4B4bE+S+3we0thqxazw/tCzh5ZCLvumD5uHinjSOiX9EAa1ozDmhKSTj8U7TbnnAm4g1GmdWw9+n6ZpMrmOG0aQz2AoLOxncmvjl3K6vQJjT4Xvpm3+hhxOIbNms3adhZvrfAcN2ucvddzztTFlDmXpk2kFMRKLlKE4mzKxFstT6BbBCSooUOwaZUYgkpaWjCBZT/brkp6zlX5LZLZP3ua9f4eu8cueUzfl09kPGKtx9FLLuXVP/jPuPv2W/jzt7yZd77595Fx1LCcOjc6Edm0oGVaE1jb9NGPejUPQa+MfppHDa3JYXUqV5dgP2Avq73xNps1RRxd1xG7SB7HtqqwM23bNEkyfe+sznXvbTdyz2038dwv/0q+9Gv/e/qdIyx2d2k7KT5PECncf/wuTp84Ttyq3eWUmz188J5FvyC4gGStj4lkXadoEVAMcWtfhKMkG6qvr32t31XZyDaJiLBc7hK7nvV6RRoHNmvdnTsOOqgfQ0CWuzinzRON1JUOgg9mhjBM6baq4QlBXWNEoGNB1y21lha0C5vGDXm90oyikwN/t+2IUiNbFS03mwYTQGvNMKtm0NfROn1vxtjhEPwlVzCs95t0ZIHKWirBrvbOsTp3hlJKm2BRE1NbS+nULIG2oc7qcg+YLmrft+t3/bcYj2mEp8uR9LVqUXmdFmnnRru4YILre26/hXs/eSvXfNGLH3cZzOMFj5j8nPNcfe2zeeazruWZ1z6HYbPhz9/6h5B0f6n2KzSagyr6LC0VllwoRXVUxekMZx+7FpkJWjvU53IU8VD0Q1y7k6Vd7Yt1JG2pjetw3vzbzL2kpncwvbHO3207vSlvv/79nPjUrVx61dP5slf+da54yjM+u1f6s4CIcPr+k/zJ7/5XnEiLWuu51+H3xWJhmj2VpiS1/SUEr82RrtMIbesDJ6IOIt5N6aDk0i44zofqSzulrvZhTinT9Tts1vtIGcnjWiUvRZ1a1NsumFTGShR5VFlSnYPVA7F+VsS5HZJtd6sNqnFY4+MCvzzKZu80w2Zlh+/aRVadmu2CWLVvFiEL2cjcVnJiZCFVe+fsYqupLMC4WeFFxzq11hzolkfwsWfvzGnWe3uM6xWx76c9IVs1tvY+l9Ksp5wTcPY3s2ZfNZ5oEi17rXT6JFNyxpuyoQYE3uqPNQ22yo1drPR1O3PyBCfv/RTP+sIXzqnvQ+CzVvk673nKM5/FV/+Nb+O2T93B8Rs/gYxqJaQbqmgfHK0Jib4ZnKVDxZFcUR1gKYh0dGC1jqloXRx4E1dHsw7yQCq5ufKKFPp+AQhj2uiGL7N56szjr0Ya2zIMTR+kpRAOGIc1p+6+kzMn7qVf7vDir/oGLn3yU7Y60p9b3PaJ67n5+uvoY0fXL+wCkimjTit0XY9zgZKEVEY9x1IIwRF8r9vbZNqjoufhzQjBokH7mXZI/VYarDXAgrq0+CI4l3AuEzoVPw/rc6zOneLcmZPgPbtHLtXH7np1Oh5HYqdTCjqelrfOziZB7MNcTFKyXC7Bebp+wbjeZ3XmDMujl5GHDetzZ7QB0i2smTKl74iYTlFa+u6t6zuOo47x9Z2+Hs5ZpFVlOJHADoiO8/Ux6lSJD0gU4nIHfMd6/yzBe4ZhHzdqnVstwqx+jc72OmvNFdEtbnVeWrJFwqEScA3+6v2nEb2pdFHae7a+bsUmVOocfCXzklVE/kDLuRkTHpURB+89X/6yr+SZV1/Lf/73P8EH3vYnrMaBhQgxlPqJUtKylG3rU6h/OIsGNuNIFtF5UmjpQKzNN2r32CQUYs67W6l0SmtSTur02wWVXvh6pT2ok2p7bmG6ctsHAtG5y0+898+4/SMf4Ju+8wc5evmTbQa2fzReuguEcN+n7sSJpmfeB/2A2+YuZ9oxyboXIoZAjJ7FomexXNAvFhr52e/WNLSUKlOxyKPOV7c0zTRvJsPA/PVC8KA+JGSzru8XO4QY2az2GFZnVX/YLdTuvSxapKr1wMlaylmNUT/Ypf09RNBdHWgE3y12iU/qOXvf3SCF5ZGjbPb3yOMGybta3LfH8qFrZhulFO2+ekE8JohWjWDNRkoR6i5iHesTnWYJVlcMHeM40vc7jOPI8sgxfV1MgJzTwDjsk9PGUt9afzOBvb5q9ly2BsJqhLUhM413Yvy3tbekZcT6nk0pN92fM/G/o76vaSWNi8XI47HCozbf5b3nqU9/Bt/xAz/E8ugx/vT3flOXqsRAX5scpbDoe6rLiNZbQks3pyXavnkoZOsUuqLGkaVkxmS7VX1oqzAdwjiu2axX5Jw0HTGxbSXfOvJU6q6EB4ni9ANq70BlQKCwPneGN/zC/4djl1/JtS/8Mr7ka7/50XrpPiPGYeCGD/2FkYHT7WIpM6z2EdO7IepGslws2Fku6fpO656xI3YLnUqwbm6N8nLSsgDYBxl0CN8HbSyI/s1EbHC/dW41yooh4P2ORXYDgtB1PZv1ik08RydCCXWhUWw12wPlB8sMQvBUD4IQIpvNxqJ2dX0REcYhc+xJT2V99hTjesVy9wjDes2wWWk9s+vJxaJT0yE6k5NISiohELGVmw4XY+vGqpxAo9IYI0F0O1u0dDmNCaEQe41iRTLDZkW36AlxBySThhVScrsYee/QzXHqiqONjbozuFr2G9nGKctpMZxMcqNm+wbt4j1t39t6D9u3Pnj65Y6t/pzxYHjUh1uf+rRn8E9+6J9x6uQJPvK+d7JZndPQvNi2qi0CLF5nb4M5vphMvhrHKKyjpbosfdNS1NYpBN+ihjRuGDcrkKxzplFXN1Y5gHb6AlJrezz0FXHSRzkrJnu8EzbnzrI+c4au63n+y7+OxedoWfT17383n/jL97fB95Qzw2pFSRuL8gI7i57lcknfdfR9R98tVNtno1jTVMFU29N/adNEO4yiwmbrxtdubxUrO1SKVDv2ULvEGlFK6VmLLvFOmxVSCtGiP109GqwBwgECdG29pVPnY7sAScnaVbX58ZKzztgeuUS9+9Yrdo9dShkGS/GDOk1bDa2IWFTv28JxPWkVg+sMrmUNrXliu0Vsbr0KjLuuU5FxEbp+wbFwBXv+lNZbBfrFLo5CGteUnHSaxdvyJ0vng3R6EVAXUpJlQOICPiec0y15zrlJ6iU2+RG3Fs0L7f3ZCLJ20ME6v/XCPeOh8JhM9nd9zz/6gR/iA+98CX/8+tdx5003WBdPw31B6MzzrdbgnEwhuhKjKderfkx3J7bhfeegjKJ2QJb24hzdYtH8/3IpSBZdxr3dra1pLZUEa71vIkQtHm+LRGvXMnPyrk/y0Xe/hWte8GUsj+igfr/caRHVo40PvedtpHGgM6IfB52E6GJgZ7lkd7lk2fdadwrB9nnUSMFSMFEHbrHi3SQ3sWK/XZhKLmYsWtrv+Bh1J65FR1K2XyfTTcaOIoGlv5TQ9YzrPYvIHD50ZnUPUvpWnqCSoMk/PDrH60X/zuMw4k0GVY/TL5a622L3KNL3jPt7+L4D51ntnaHrl8hCCG7RLhb1yzE5N6tTVDU1nbr+krOu6Cwqji7e20hmIPgIwRoRrrB79FKGYaP3K2rrP67OkdOGcbMhpw15HMhe3a9jv6CETt13fCHYHLKITcf02LY4nTWu41BqEkLT0dahgW00h6P6fU2BZzwkHhPyc85x9bOu5alPfRrP/sIX8Ov/90/z8fe/B5KmC2KdwA6IdgjenDwEFT8XqeNxOjeJ9/hQN8LpwL6UxHozaJc3dgRzFlFZ1WSv5U3gWwXPLYFo7w57V/kqFziYDis/T1Mhw2qfD//ZG7npA+/Ubuj/v703jZYtO8oDv9h7n8x73/xezaNqUKkklUpSaSg0lkAjwpKQLYwEVmMQLaABY9zN0O6FG3m5bfdq3G7bq91u08uNh6Yx2LgZBDaI0QKBzCAkIdAMmlWlmuu9d2/m2Tuif0TE3vvkvVWq4dX4TtS69d67N2/myZN5voyI74svQsCL3/hf4fzLrz7j55JLwe03f9FG2KD7crkgLRbYWgzYXi4xJM2oqtSDbdYVQAEQra8agmVW1j1tOjGq+jcvRSm2TWplXNnp0azK52SjWS5l++BZLLYgXJDSombkAMwwwF2TtY3gW88qy0mCAJ24GUfT84nUBUw+yxxMEZDHNSToh9q4exrjahfDYomcV9XEFdH6efbYnkWxscBhiABrRhij9VHtmKsCIAQtk0Mnq4FagAVS8TUX9SAcFtvaGigLLJYHMO6cwrjWDHhc+aSI2oCltMAwLE3zKkim9UvuiBOC7j626gZom+8ABzu05MDfL+Jz7VMp2Bx742HzdCIiLJZbuO7Zz8Ur/uJb8PnPfhp33/JFY6YcdwigoO4XYDBnkLAdlIFPLvX+hBQAmTPWq13ksgYgyjguF/qpaRd0jEGnSYpgzLpfwkeevEtSM03qi+B+9rVtzdIRonar9c5prE7fU3/+kd9/N8699Mp9+4gPNkQEv/6ffhqf/viH9d/mNhKIMEQb2eKCca0LiAIFiGdxJofhGMEpI5qNv3rE2UgcpPbgyC62IsogupuJT0wQdAKEpWPiYZmJHSubT52W20ukxTbWqx2M610cOHxce2UAiCKGQbcE9+8X74eFEFCKWNnJoGjLy43QsJNhC78HlLREKCNGmz1ecbG+r26bcx2jZ+bZfADFJoT6jN2JmVrq1w9Pd8zW55piQuGC5WKBndOj6vsApMU2SAa15I8Rw7gNziPWq9PI44jd06cB8rWbCoJp2MJQshmrZqS0gNjxJoRaRlPwuXlUbacDoJt5+IImldPM4Hdf8bAb2oUQ8bJXvhbPvfFF+O13/SL+5T/5+9jd1e1aRRhFBAvRBTw+8Z3ziDIMGFJCCgkitjBHCigDUkaM611AGGmpbGZISdnIEGrTOFmPBjDyRFgb0dT2hkAEhQTRckqdkZyWS8qEUsdWAoCAOcL3wn7s938LR06ch2tvfBkWWwcm0yMPNtarXbzvPb+OnVP3qOOvqKkBGRHEEIyjysoX1t8jBLiRKNmf6vJSgFhMfGFA5efKjGBD0uwHBSovYkZwwwlR84oQFXjrh0KjrgBBJVBCTNg6eEQX/wghjyudXQXqiFpMLTtUYgLVJUZfGvPqE3NFoaAzwAZYOs4FbNEWYgC2trQHO45r5DyaDEe3u6kwvi0EF7u/tEgQLtVgFKWJjB0Aq2jfCDAF5wwRRrYZaAoByT40eQwIwrVEBREWCKCwRhrMEZsFIS1BISKvV8jrXeRhga1DR1GGESkttC85LCrRBSLtWcMXMEllp93xmqUd75z53Xc8Im6eRITDR4/hNX/pLTi9cxo//S//T5y+6w6MmTEuChiMpQw1a/LFNpzXyDEhl4Sc11gMCoJ5HMFljTQMGGK0QW9WKwWielFHF0+Z3guAXfquprJeD9q0K4MxFqltwCYm1uci8Ga0GIOnlv5lHPHeX/hJfPZjf4IXveEbcez8ix9yBnjPHbdiGFc4emgLyUA5hqALvANhmfQDIpAZXoagI9KQOmXgBgVEpA7MgSvzqx8CgJt5igmR1ZpdL5717o5+sIAQ3RmmEhYFxe6fmeG5UTBBrn44BIyrFdbrXYAJq6wl7WK5RDX8BOqHUoECT4yxToKQtUEAk0t5uVzJhAJKuquXS1Gx/M4prHZPqstKsPdW0JaKZ0nRLOp9CiXGiDFrD88BpScUxBzEXTwPwAxzgzeJqxxpzGslO7yXyqxb7xAwLLcB+1BNaaijipwzxnEXGNfIaVAWPS8xLLcRzeLeFxvVPjjazK+3ery0n+O+4xG1MqYQ8Nqv+0bcs9rF+37zV3Dzp/8Mq92dChLR5AGuZC8UAP+EzSPWYzSzVC1rQ/IyVkznZP0c2MXpJWg3/gTAmsx+UPY/axgHkLpCO3C2G7XyrlMX9PPFwowvfOLD+JPf+XVc/9JX4/CJc0H04DLAcb3C5z78ASzzCucfPaLnxRv4rG6/g32hk7i6UaZnB94bCiHWXRIxRBWJeyloRgCVWYzN6qo59hgz6Ttju+fuWVJjh1EBJSUdMSy7uypbgZIDJY+gNICSWlIBQMncTS3YxVwy4M4oYo7hMB2itTIIg4roc7bFRysstraBlU5qxIERk2agYNMxwkp9AlgKghlipMEWnpNmiE7O1M1u/gJ5dg0F6sLZcmAjZ2xrGxMhr1c4fc89CDFhe/swhq0lYlqYT+AaFCLSYol4UDNBNXAYMa52IONa9ZjWf9TWQKXpmirBXu9i006Zc21dzLF/POI+7svlFl7/pm/AC1/0Mrzzp/413vOuX9SeHBGSCVyTCIYE2LuvvsguSRhc6EuxOkX7F1u/w0eKvJ/XlwDi/9/MzETM/UPNEXymtX8A6qQe+ubiWnp4pvSh3/4V3Pr5T+PK65+Ho+degK0DhzCYBTpIF1rncWUPOhXdiAhO3Xk7bv6zj+CT738vVvfcBXBBjAvL7tTuPAS1rQpEiG5W4Lovu2hjNJQmBSWuT0PqbQmoZZ8DHBCsT6ZOwiKmfxZR23Wg9gpdLwnAen4Gnu6/J1KPN+cRKS3r7dXVxIXNmomyvc4uTXKH6DTYOschqTuy6T/FPrxCSIgLHaVDIIQ0ACGi5Duw3j2FOKhQOg4JkKDvNdK+YzBLfLJjUm1hx/0zVFtpx6UTFGzPx2bRyU049HXQ5UsOzrpSdbXewbDYxtZw2FYCJCyXW5qxCiOkgK3D5yAttgAirE7dhVO336yjg+wfPvbha5mmtiVaf1ogGHPBuox1PHSO/eMRB78QAk4cPwcnjp+Dr/vm78Bdd96OD/3ee7DOGRwjkuhwNoGgy8b0InKCQogQRWA7s9QC3Ae9Wa3XSQIoyKR5DTSCw8NBUQGuG/3SG9eSDF4U6y9YC0qtyaVu8OSqzVrt7uCT7/89fO5jf4rl9gFbKu4XlDXamSvskV3AfnjjaherU/dgvdpVyy97/tEZT1vwE0jlGJHabKhW5PYYZE44QXf6+gcI+/MRAbi5DNdMwnucdhHnXLSMZjOKFbaemX74BDefgGaG63WuEhay3tpiuYXdnVPwVY0q32jTJFq+tQ8oIgJFFVsLsy1K8raIvyae6QIxpSr3iElApAt9ZPsQ8ngHyrhCSAszCtXjpgBdrcDuG6glsC4Tstefi324+USRTiIxa+krmTX79rKXyKoKLatJErYPHcHu6dOgMCIEwmK5wDDohjXtfQ4IBKzXK4yndDPfsHUIy+3DoBPA6tTd5tqjhxChlcGYR0Da92Htn1IYuSOt5tg/HtUNPpdefiVe/eZvws23347PffgDGMYRy0HfCJkAdP0qwPpvQf3lMNpuBytnyfRQ7iIdBLVc6R1A/H4mZTCaRsqzRfUZ7PomVmc4SS2BIAXaR7LGvBXciEXti8pqB6d2T9cMS+/bSzdMAALWTO9Z6Ar4Iuo+bGWuL93R+/VOG9X/uzcfkbUG0EqkGJMSIWiZsjEA2pOKSQfhK9sZsNxSzzsWJQNyNpt2AihGE0lryyGauNjNKdzENCW12x9HWwRkxqNONHj2TNA52Zxz1eCt17t1hrhu+LPy0qVLTcI0zfKHA4dwJC2we/qkkmQQRCyQ/MMiEIgVBFOMGPNogD92Y2rT94z38RyEffG6SC9HsWVFIWCx3MY5F15a55sXi22kNPgLrK/TsMDB7cPmdkMo42kQqW41xmMKdrs7SlxBF8OXFWO92kHOBTEGxGGBPK6xu9qFkBgpMxua3ls8quAXQsCLXnATnnz1U/FP//Hfwwd+41ews97RRjw8xZc6KiToDEmtNGUSRC4mG0hV7ExUqluGyhUaCDqj6ORKP++rgMQoQigCYzK78N8TAUiBLxjDGrxXKAyY04o2yLmWi/5c+gxzcveA9SQV0CPMeThnXV4dojG/vnsDlcH0OwgdiwsneHxu18+B96xIs9icR+RxBMUBcbFEHNShuOQMYS2JuahGU6UfqerlhAgoXAki9xsMMVZ3lZxHUIjgvIvT99yN5fYhLBYLzbQMAHvgT2YoQFEdeXzWtQGOki3q4BMc3aGO1ElLWFKhe9pKOLhYYLVzCrunTnXvKevjmQtNKSMCVMbksh1nlXXXbkIVhQMQCYA7lHvjoX6Y+C4bLckXy4Tl1kEkH++kUCdRQHo+QQGLra36oRNSqJM2IarJwXr3tL72UYcElsstrFY61jmOa3vPE06euhM3f/5j2Dl1F7YPHp0BcJ941Hc3EhHOP+98vO3b/wZ+LA740G/9Gk7dcxeWwtgaFlVqEiSom0gngI5ckEpCTMogppRrQ5+sUV0nAyRUVi3YDlXAGvi1V6bebFmAQKMSAyGo5ZaxvGTA4wAF2NpMf6OniMgRbMIvgpamsCa7i2RBjaSwf9ZQUkMqI+hWXy770IwWAKVuTrqNjVWhdiusTRphpp2dGzagWK2zt9DRud1ToNEMAkhZUoreVxKbWS0mdtZZXxGoY8qgM8VkhIGTLTECMgiGRcZqtYuBMwS6/NxbG8qkN3dt1VWGOp8a7HbBBcmlqEEoNWsrzaL1wzHGiC0Dk5wJi+1DiGmJ3Z2TGNenIazO14WbNs5Lb7X/gmW7VC2l/D1F1JzEvYvqmTzbBxdXECRjs5O9j6JtatPnR8G1lPZ+SQvAJjSGYWG9UUFcLDFApTzC6t8Y0oBggund9QrMRU0mxpN4z2/8a5x76Tn4ipd9A1J6JI04Hh/xqIMfoG+aiy64CDfe9HLEGPDB33wXdu6+U/3ikpd63sS3bI4JuWSMWd+Uw5Ctt9YsmvxiYE4ITAisYtUoocks+tK2ur0o8ZFBduEmHfki0rlMd5G0DDTok6gEAMB1RhUmKI6Lhe12oNrDc9LFqh/AM7iujFLwSZUsUYWDMn6+mS7Upd16HxX8Qsts61Os5b139AkUUQ1iY9IMQ/ugBVwAoQxk01CyYLQsLvjF527DThY5w2xZZS25Q0Ialtg5fRqr3V0FAMuwkvXNqg+enSPdhSso6xVGey3Q9eDyihEHNnAOVv52z1eaw7MLlodh0ExpvVvBF+SeeXb+iMC5qDegzw37h4W/Z0TPW7XO8ooAMCNZO6cUIAFwJ/J2P+YpSd6bViY82FtBz4d9qNn7eVhumXvObl1a5G7bCwjW6zViBLa2D2Cd78JqdWr6Hp+jxmMC/ABgGAa86PkvxFOufDKuveoavPMnfgy3feFzGHPBIqn0IMZgM8Gd1X1hcFB915gzhiEhDQp+0dhjLcHUsj2mWHuFPsxeL1iXERDUarxOOaS6IrIuw4aVxFZ+++8Rgrcq62C76sAICNY/IiU8aimnd6YXBWvGIEXqBeElmt62H7PSC1SIVWRMWg610qv1tWJoC3MAA0GxPwnWRwSK6ca8jNTzBfu3WYmRkyKWsQQdcyPPyrxtYf8pcaTC5GGxxHJrW9dgMoNYzVaz5Pp6qGuysscxJshiqc9VxIwBCERJ2wdmuR+rSN50dwRblO79OntNYsSwWCLEZGJjMwxFAyb3MRTW/t6m5s/PaaKEcWTV/AXqFnbBNhJa9muMtvc0AQXQ4K+58086v6hAHYOx5fbesA9ibRHoc1CX8mzvh4SU1PSCRJAWS1x6zQvw5Ke9pGoE55jGYwb8Qgg4fvQ4jh05hksvugTXPPU6/PS/+Rf4g3f/KspqjRQDQibkXPTvwT+lzQorR8Q4ouSIuNIxOHU0UdCMMYJTQCzdJ71dFFWkIC5/IWP1ShWxZgO/QGYLRdHYVtWu2aQ8CuvsrYOu9m4GEJnLjGV2ZRyN8YWVq7BSysb50LXxgrtO23yyASLIna2ttycO2FKFwJPslnSBjvZS2YSy/YtAis8hVLMIYc0G2YAY5KN/ZALiULMd34ZXenbewVak3d+w0B0uqzW2DhwwcI4tX+vuzwEPoGpIS8lv64J2zfoUNPUxAqkcxT9UUhqqFb2qChi02kUZ1wjBFhExmflqAFdyt5mITvWMlsGHAGKnm5zDCNZ6gRYCXT/T2yZDSqiu0o7M4q7MNppmZTRZ26LYgnI/Du89+s+IIhaDTY2UjCue8hU478Krzsi00RMxHjPg50FE2D5wEM9+7guwdeQo5NBBfOR3fhsnb7sVEYIcilnSjwpwISAaqMUYQGvRf5tOLcaAGAgh6YREimaZHslsr6yXVMV8qG9WXQAuqj0LCRwHBIooIVn5nXSWliPAmpFI0dWBsCZ4TIP5y7Ueo7C9sb1sMTNNfeh+t672L2MICHGwjDe0Ug39oqfeH04vMp3U4AkjqlziZvklNRME2arHEJCLySZytrlpPT2B1OpJRDeF5XFU6QgFZGh2xSIYR9udMgxASiCbQEgAYlrg1J13IC8WWCyGKuKGvQrZyj//cMtcdJpHxJyV9TilFFCQumSp5FwdZAAgDEaEWXrl2XzJ6lIjwsjrjGG5QF6PyOu1jgl6C4MEjeCwXNZ6hBDd1xE7a3z/0yuKkLoPICuTvU3ixIu+H0LtU0sHbB57xtUEEwAspaD5YzIoDDh0+BwMc6/vXuMxB34eIQQ89Zqn4Yf+1v+M22+9BT/zE/8K//k//hzuvuM2lDFryZC1KR7HYKCmwBbWpPbt0XRwQWdSc7DvJSBGQvHGv+8FCQQiH++ibtIBIIrgkExcHRBJh9KRFkBM4LULqu0CENWe1R3Ate8WEJJmD1yKGVVaH9EuTLX71+OOaaiLgLyErgDoj+WTFUBnktyTODYPC51hVmuklpGpflJXKGr/ClW/RzEhFyWS0kIt45UUKFVH5vbvLtMTKz19OqK/aEvOZgaqgMW5QAbNjBXMFSiGYYDkjJxzI0Cs/7kad0ASjI1X3dtq53QtMQmENCRzB4IyxqTz0CmmqutLtLR+Y8R6tYOt7QPY3TmFcb1SKQrMZNQMJvuMuW+L+IdlY30FLAUDLWq26eci2iXnm+T8/MSYwKVzk6GIKqOxD0IlhcxHUfe12sO3c+393pi2sNg+CjeenWNvPGbBD9A3woHtAzhw2RX4zu/7W3jhTa/Au37+p/FH/+W3cOfNX1BtH+t7oDC5FyoCiX155gekQIgBiBETAASsJxZDbUgHE/hibWUK1M+t2HJ1lRkswGVAyQqCi5AgFHVFIRe9yGIAl1EvDgO0qjU0Y08pznRqpuk+d6I3AsXOkNRsyWt2CCstAStHIxCkZihk2UKoMhBB4azA7hKg4JZSMCYZE0bYe3XMgnG9thLcyuDeVUT8WKh1D9CBq7OeMVTJSDKNYDSRc00tgcb+xqiuJusVdncIWwcPIw7t9wlky5DUR9LvQ8QmTYqOA1IMFYj0z1QJJFDAMkSM6zWG5RJcWMmQEM1KTNqhGeFUpz1Ce7wJiVRNOnI9x957qxIk8Qo/2N8LELTkDqE7iYBNv/h427QtAvuO6wsFQNo6jLR9ZEJ2zTGNxzT49RFCwHNf8BLccOML8XM/85P4zXf+B9z8qU/gtpu/gAJR+3KCuZ6o3DhYXz4RkIMgkk6NxAhE7dcbi2xZYLB+TdRJEgc+AEaQBB3VigkS15AwgEOE5AGUllb26uA5DdsIcQAoIkJ0wsJG0/xNXadEbPwswspmipa52n7hYagXYs0kPe8j2BYyT1DsZ0ZmUCceJujcspb0zT6qEhReNltCE4PZXokO9WtD3gkhrj25qr/z7IZCBXTvjQGeQZudlv9+YC1TsQC8l2rSoFKKruFMygTncUQxmQdrDWlkh7UcRIkPMRkMs266y2Ws0iYPf52BAKQBMiwR0y5WO0DJp3T8UJTsQmiSoppa2yY2zc6oSl7QPU4VcIsSSt4jtMK4kU+ii+cpBATLvsVkXSK6owYstd/nUqi+FPYPRTcxXRw8ge0j504AdI5pPG7AzyOEiFe+5vV45jOfi49+4A/x//zoP8IXPvVJqOsybCOX9lUiKeAxAUSMFIBR5+QxBP10TTH4XL+VzYQSYFIOe+MY21aIQKFAOEOyCo5LiGCK4LSsjOEQB3BMKGVVez+I9pYPU32fZ4WaSYgiMrOSGSnZKFjUXbNGcsDv03tL2O8NbrmBXTjG6CgfKuaEzdrP8/tzk9JesOuzLz6tUBvyosdYZSQ+4wzUGWI31PRMT/v3xlqyVPmIZkee2bbVBE6sAIxhuQWhNYbFFsb1roK7AU4ZR5D59lWSiKgKhIU7Cy80qYqCUst8Q9TFVMJqprE+fQqr9S7isERcbNW+remRYLxZBfPNV6GfRvHnowUA2TkP9TmwQNe82nuucAGxLytn+zDR3nAD97ba1f/01ywtlwhpaZntl7+uzsZ43IEfABw6eBiHnnwtLrrkMgzbB/Dj//x/w6c+8iF9g/sb07ojGYxECnRMmvGVIigBSEHAkSvwEcFKZUJIrEJliyovCQXCQX3xDDQyBUTaMSfiAXG5jZxNBkLBLJUUuJhjd1FoKKNon+AhIi51LytCcrGc9oA6uQvIZS+hXdSodZSW2OJ5KzfdnJXAftF6OSxW2pEdjxTzACSy6YNGqNhW3+45+DSDVEBke04ijEKNmAEYeVRiIWzpfCsBFQA1W/JplM430DMcI3+86Av2YQACxtxtsrNjzaO2HQozIlAz5z5jAlxmokihILgEthm7p+7BuDoFFlaLfAPj/vdV7tRaEfr95sAsdr8iNFmuBCKEIWFcj1gsF/oeMLAUZhTO+qrWjM89CZvJ7vR18A8s/QBaFwXVueu3fzwuwc9ja2sbL3vVX8Dho8fwo//gb+NTH/kQyrgGgFrGEaAW6aLgxyyIQSVwuspQL9wYtUcY/DasfUC9oPXxJLCOyQUr9QAAhMLAWqSOYXGK4EjI2WQydssIqGYODBEjT+ya0xJn6mgCtAsH8De51fJGXKAjUzZ7QCDorG5Qp2d3D6nUS80g9SCoDsKLsbUZFKOyrmyTHn6hEU2b/oGQ0gJj6UuzbmQQMLJEp0LUh9lAcaFjZqXo/uGcRwPKJjOJdm5Xuzu1d2f5JhbDYPpGriWhn43CbPujpfYp23mFEUKl7n1WhpfMdWVAjAPGndM4dfpuZXaHoVa4ECWGhGxHjBEbQLPCcqD1LJZEbB1mrNZZvoc5BHtOhevxi5FVsGzPe35czGCie8VrRgsCojLozb1yjs14XIOf6rcSnv/Cm3DRP/4x/PSP/1/49Z//9zh5261aukBLNLQPdTUkMJsmZlWpJGvZVLKEAS4CTo4tViYWQmBBiD4D7M1vk7BY72kVAOaMYaFZTNKDBaAgDBFIEEgogM0Fc2Fb1u0SFydgrIldszgDdRPytnMRWtbWij9jSnUFgLLaOmcswmrbRU3k7Rmhbj2LWCwDxsLIo64eSEnqqJkvoffGu5guOhrDCjSWewLkRoyQqCejm5RqD07nW31XC0hJKjHAFBGMq11sHzjYHbdmjShWJouP30ktDz3zdKlJzdoEAFjlMvYeSWlR53qV+IlIy20cIMLOqZPNSkusJ+sZrd/eytnixwNl/ZlZCZ5SlFRh7QMzM4aFEkohRnOUCTYLrg4yrqO0F6eW8cxcy+QmcxJQjDjv/HNx8blHEcMMfPcWj2vw8yAiXHbZk/Dd3/cOXHv9DXjnT/zf+PgH34dx5zQgth/EkYI1k2Ntw+kbJgBRCDFI3ZAl1iOrWZ6BoAOem12q7guqhwMjhKzSmgCEEkB5VVnaIqKgzAuEuATSonMlNq88alMLPo4lILOYgl1gwZ84gM68gGhis9WDpSpu9bmHlFDyiFzMH3FItW9VSQoDqZiCjZh5ed5cS7wXqKBmoCKeDXqj37NL60kZCRFAKFyMrAgo5FMmzYCil5KoFC6AyxrjOKoUxp6gTtLE2j4Yxzx5b+ScVWtYM1KbHIH11JjrtIfYqgP/EEjDFgqtdSVmSNjZOQWI1CkjPca1EVIRrh0U0awzGAkRYzTRdUAeM4blsmaAZRwRhwV4LCbOLpPjh5W83rvdHFer7QiT4cSUcOnFF+KcY4cnJfEc03hCgJ9HSgmv/uo34vIrrsZP/Zt/hj/9/ffg9s9/HmyOKl4kiPgglFjG4qUf+USY3qCoKWoIUh2kXZPn2xv9jej2R1wKSibkSCAaEcIapQwGPmTjVBkhMpJlQr57o7qxVMCY9nK8zFYpDJlvYbB+ov6MLHv18i+ECN1pbj0iDgBlhKArEkFSPxjqtEYFdoBMziFcUNica0ITh9dskRli42TFwM+NJIDWlwpRGWSJCpqxIzdyztiyKY6+nyVEaiJLhDKuwYtl7QN6WV1Z56AyE7adFtVQFUZMQMtcGFiAWx9Ns9TUAMgmRCTq6s643MZ2CNg9rRkgutlpzxT1wyHWMlc/awVlvUZKA8hWH+R1BiUnftQ9GgFTIsM7jA7aaFm9P9f+A66Y6QXFgOWBAzPwfZl4QoEfoG/wa655Gr71u34Qf/6xP8G73/Wz+O1f+gWsTu+0Nzz0zRK0IYjaIQ4KgGQlHEwyw6IsrWyAkUd985t8oTAj5wKiEUQ78Aa2jjbAFgvpniBAgamYmDemqM1Isg966/9ZUmV6xFqPuxdpbbUTUHtx3RHa/C2gJbRa2gNq4U5i2jdnFNHEy40cMEba/OZQoAw0nDhB7atV8oSaUHzPuTLXmybXsN5bzlXMvUl2qA6yYL17GsNwTJn5krFer7Q89d0kIZoXIBsQi050WLYGUa+7ENTYFOwAbpIUc1HpR/JCCOAiSHHA9vZBnD51D0rWFaIiZmkWoP1YS9FjGvQz1D4UKnElJmQfM9JyaT6I6lotDmCQeqz+fvNlXP3EiJNV7LcRxmK5wMEjR+7/RXOWxhMO/IgIi8USl192FS65+HI841nPxyu/5uvxR7/7bvzCT/4rnL7nrtr0F9EMzsfNKrQRmrOGAyATYBmgS0X88Rr46Ru0ZEagUhvOpIt07fa6h7gUzQwp6I6Lcb3WfbcxmFVS9EPRcOAWQSK0jC80kkRv32Z8Xb7iZgxVGwYDVusHKp55X0lL6UAN4CdzpCJWLpp3YewstaIuQYqkpIwSsQ1Ae/JDn1IDPjHAyCVj6FjSluEpym8fOlTF4C5FsqTLTxNKcaW2ZkbuFF2z9Mr4slnil/r9GAI4S+0Z1AzcFqkz6T6QrQOHcPLuO1FyhrP6mskm+JJz72MGiuqVSGp0AdvF4lo/nV3WCkB7fqilcx91BLH7d/sQbtnhwUOHcMllT7qXK2QOjycc+PURY8KJcy7A81/8cjz9mc+DEONn/s2Poqx1ebo395gIuZbAWtomAAgAFeujkTEm3vuzEhPAxhtQ5TUUCCGXyvBavgRCQBRNEHJW92cxsEkp2f4I04N5RmesIjnDaGxNMRca31NSitnNd6GNfEZmrtmOh5MCSua4salnFqjPaTLUr88SJXN9RjHquJ4CTWjkjGWuCKFmNFXWI34MxXpn6mYi41rNEUrLePz3QgwY2ffTjijFgax5AiK03b4uqO7vp022KLs+fX4BY91RgoqoPrkSY0KQgLxeYxi2cOzEBbjzjpsRQtRdu8bWq3ceoa4GDQFxMdjnC9mHSbLjiSjrdSWS/DjrCeo+IPz1qBkfWnuADfgYjEPHjuD4iXPuxxVydscTGvw8Qog4dOQY3vRN34HFMuI97/ol3PzZz2D3tO6UcMbR6hEryQRRAAligmkvlckIDf0dn72sUw4WOReEYJMkTAihgMsKJauHjISlTpjEhV78DXnqReFuv5VVBpTVNOEW2cW2Nrsl9zsEEcbVWjNYQc1MNmdtKUSAfYl8Y11hJZYDWA0yDR0AlesAkIJcgMChindBDWDrdIlngEYW9Y4kCkRNMO1W7vrahSZVYdbsaLW78Qr7DGyz93fAICNy/IlUXZ9/uIRQnbjdmp5h892iBBgFQoCSGSEOCCLIKy21Dxw8itWuLiQfFlt6v1r/goGaBUeKEAaC7SoW82Acd3e03zlmhKByHVjbwGey/QNDtZp6/LW9YOeQ4aORgsXWspFic9xrnBXgB+ib/rzzL8W3fPcP4+WvfQt+4xf/P/zeu38FH/vj94FMPMpQQMmm/RMCopc/wUgScuLE3NucFbbySERq2ZWzAqUu0/H2TQCgzsYIA9gkOSHq/gzfRqd9tKAkg5e40ExpXK8RQqrlEhFBiopinUH0MS9nYrMBgDb9GYQAgY6AkctTJroxz7x8xEosGyKkEFGgmaeCm2UdZtaqs9G+8FuzV3U1NhaYBZlz96ERtF9mDDFBR9aApg103R9o6trsdk66woCAkuEyGwXyXIHdmee+R0veq2R39G5jfwLoewOeYSnwxDRgXO0ir3d0rwgIq9UOKKvv42rUpeND1FlwNYFlpCFZL9jBmuzcN1mMvqCebdor4Q1fgeojax/WMkDSD8fMBRIFg4nH57jvOGvAz4Mo4IonPw1/9a89FS991evwt//6W3HzZz9rpIfNjAqQSbfEATA7eii7J7UH3QgQ6Xsv9iuuFSyCQj55EhBCAfJKiZVU6p5cCkH7QoURh6RvfANAv2fyhjkALll7S5Z9csmWmSQ7JOm+GouoshCdtGAuFdDqcXd9Pog5y1n26D0ngWdMzVRh8tzr6JueCAkKfGIfFD2Tu9+GPWbWrLtz1lZHY2fluS4D8udaFwqRAxrq/brPn9+2Pj/oefFh5tZfRO0BN2t9AFCCBQDSYgkAyOMaoICUlsh5BEBYpEEBn7VF4plvzupmw6UgRKkO4SpWtkyV2thbP4kyfW+186f6TgNE6EL6S664Zs/vzLE3ztrcmIhw1VOvx7f94N/Bdc99vn46hwChACZCEUK2JUYsyviy/X3jjjYu/tYsYmYUFh2nK7busGRwGVF4DWa9GGBjXKvVac0IQtSS1FlU6zkRRW9T1k//UopuT7PMhDAVLouofpDdCLMrnWo2UUthz17bYzhxUAmWmtG1C9V7bn1/bep8bN3O6njdtH+euU2tr5SNrXOtwig8AhAkXylQ1BqrlGJlej9Z4ve3sQDdMkY/tma44LPVvuS9kQd1MsPfH5bdxzggLbex3D4EzqNu1ltuIecRY8m2Aa8jTGo7QHu4e1oQ9bygHpOHnwM7Nd332z/8NXnG81+Ma5/5/C9/Acxx9mV+m/GCl30NTpw4H//6n/59vP+9vwUpxgCilcEsKvkC9DK2IhYu7Nd/US1Na/YAQS7ux6ZZQ+t9RUQpU5pSXENntllpgFTmErYz16ztXQtILm5lRGi/T0fFdPdx7QPCNWhUffjghAptXmw9aKECqZdijXU0yQoa3VqdXqQx0GwlLqzP5QDU+m9SgcnnkAubxk7MYkwECPb8zdE66mJnzXrFSnnT/vjr4kvsnewJ5ort29hgxzOO61r61vUFZmGGjlzQcxCQmTGkAUwRywOHsV6tIEJYLLcxrlYY0xKLxQJFTFBtu0+StzegMiCdR3cAzi3b618P5tqD9JelB3SGS7gIz73pVTh85PgDuQTO2jirwc9Zt6c+6yvwF77hrfjiFz+K2z53O/Jq1P6Vv/8UBQEStY9iZX8j3HfArzSf5QQ0e4GWNwJkA1TkEUQRuk7XQFIY45i1fxQCEJP2AyUYe2kmBSRamhdlRofBloa7I0oIVspSHe6vUxJAJQ5KN0HgVvYTX7oJKHnmYRpDJyVEICi6FS/FBox+PqThuvch+/WgTfKi4FRNAEpbtq2CZfJWnwFh1M1qtsyIiLCy9ZMI/WhfB1ateVb7gwTUUTL9IFOgK2XseoxAT4Q1cwjdT6y7hRlpWEIQcPqeuyBCOHDkOMp6hUzqFMPw8UBfbu4ltz5P7QO292SdtuGW8TG3c2eN1AZ8BtoUCOdddOn9fPfPcVaDH9BYyBe+7I24/Mrr8K6f+Un82s/+FO740i2AWRuxQM0JVEmqLG5NS5T5dZEpME3mYhFIslISyuoWMKJ4Wah278xWwrK6DXvpS3aHbMP6lBKGQWdXi2UIDjji7KaIui/bPK+LY3vDBC/z3PZJAWav24neduoiUuGlK63r99tVXEtqzaymI2fUfWhUjWRRdrM+V7E5326CBbAxOANTTRADSlmDQgIF/Z4Knpv5ZwjRVgzoussUE9arFRDEpi782CKInLzRr5xLzVTVdUxBjEg9D92V+cDhYzh55504fc/dOHz0OPK4BgVdBxpJrfgXS+0Vup8hiJASGQnVNJq6OKlUwOvLZDHW3ccFHfCH5RKD9SLn+PJx1oOfR0oLPOmq6/C2730HLrvyKfiFf/tj+Pgfvw9ian+IaPZGbhHULMu1nyXGmEorJyHIRZCKCY2DSzkYORRQHsG7p0C0QBq2raQMIEQUUZkE2bC+u40ANp4ctfSTHHTZts0Pq1OIZo9cCsRXyVm53JdLRNRkJNjbG9srUO6ssyyauao9d/isb7uQe3eTnnV1P7/6+146RwLBfuZauZqNKrERY6ptBF1IlBRQYltvqset7jwBgmxkA1jA5MfE9Vi1lxdB5EakwaZ1Rss62xpOB6RxzHWueLncxrA8iLtuvRmn7r4TBw4e1mzRkrUQldQKLgz3bDtI3dbn1UDtO9Zzb/PO3evEfs6sC7Hc2j6j18QTPWbw24gQAl79xr+CS590DX7kv/923PyZT0Mk2z6t2uDTTKlWlC1z0H8SyGrmUgTrEVoyk4KYMpcFsruDOBCGxRGIbMEhc8wjUohqw2Wlnm9o87zLTUmFbIzKl+j4BdN3xgHNEKjrMdrv10XfmOrG/Fz0FyBgF77fgdWiIl6uEWCefMI2N+tylw68SmlLgfz7tcy0+w+W7TXjT+s7ws0EvIdISMOgs8d12sJ7fn3PU2B0EXIpGBxMbHzNwYysjUD+POpiqWa6Kla6krjVlvUEc0ZabOPYeRfinttuwWrnNIblQj/4kk77+HPxfmJtBZhgyIXn6BhdX8JOQd2+2QXuDnyWLUucsu5z3HectWzvfQUR4ZpnPBtf//bvxXkXXwohncIQEBjG+rI30/XvhVUxYR/eNjZFyAVYj4IxaxaYM2McC9brEevVjo5WOZsaAsY8avNdBEIudQnqALPYQlhsASHp8ViG4ONepZQKlj4qVzMr6S68fgE3YAP6DYR6Dd0ECCFVCuMgpexqY0oDBc1YrawN9uXndVOf1/cl/RzoLhJUk9ZJP6wCtZbwpWT4HGxleOF6vV6ArvuFdR9KQPZFRB3ZUhlotMcGdO2lLzvvAVNPYDNNCASU9S7SkHDsvIt0HG5cV6kLdceuJEY2Vpvb3qnutv1rJF0TVQFRv3SW3KQ+w5zLPJCYwe9eYhgW+MrXvglveOvbcej4CYgzfwIU9BIYJwXciMB7ZKQyFxaUDIxrII+CnIGcBeNYTAwNyxyUMBjHFdwiHiGBhiXiYqmPBQKlBeJiiZAWDfCUSgEFZUAZWrYJ1NBAWJDzWC9SsmwomBxjU/YB9FqygJgWtrqyGxUrxRPgyqg6CHvm1vcN+95VDzQOxv593d/RXFLaBV/biDraN45qXw9gHNdKugAo2e23+n6ih1l/1SzTMk4xMbU0YwY21piNJNEPCTtGb2rYitKcR806oYuz8moHgODI8XOsB8tIIZh9mGoAVfJUugaq9vJ8baazy1Wq02XfDpQu7yklo0BwydXXYPJ057jPmMHvXoKIsH3wEF7xhjfj+Te9Uh18g44ssQCl/2IvV5oe0L/HDGQWjJkxjpr15cwV+ErRMlhJCrvIorK4iBFhsQAttjAcPARKCWMpyIV1L0laYNg6AAo6OJ/tAqYYERYDYhrAkFq+qdbQLhhpBqH6kK1PVty+PrhLSjBBboINOgPwMhRW+lpGY4uDKrgFHdHrs82e8KCgLLgDiYd/qPTgVctZA0L/pJHCkFwQh4RA6HqJbbbXf7ffE+LmqbV8Z3PXKUXt72HAbC4zWrU2G3zNGPV+GjsstkirIKaIw0eOgLMuXtJzhQqc7iUovpyIW8+1cNsQV/WawrZnxcgq+xICtg8fwSu+5usx6WvMcZ8x58n3EUSEYyfOw5vf/r0Y17v43V/7T8hr1sUyADLrRZNI8YDJ8jeviCB2wanV/Zj1gk5JdEOc6N6JmNcIReUay7REMMsqZ4Bj0r4RJesxlYKy2jUhNGG52AJvZaxXO8ilAMwYUoQELdlIdOoiJFvw46kqHFxaRhRt4ThBQcE9+Sb+enVbWcsUIYAEIOf1lMRAc1HxMreyw8KWoSlRA1ivz5v8AXqnfTpjpImTFd47zDlbP7CoBZUddzLTUxFGEJ2rTcmYYtPYkUAXrMfmzgKIjRG6Q7Y+x7rWtFa9UqUp/XnSZeoRIQ04fPQoTp88CSJSF2exfc3MumbAnJ97mREExuazfai26RPuRu5YBBQSrr/xRTh85NhGpjvHfcUMfl8miAhXPPnp+Jbv/WHccest+NP3vbde+CwCk6jqqsyuhGmkgE2FMGCubjrXC7IlP4wxryE7dyMut7EVj6rlfEygGMECjDlrliJ2h0QARcuCCCz672G5DSIduSqmfQtag2JYLuHWTg4mvncXFQvV8TrGwR4DanUfXDJjY1jk2Z8XvgaC7sRCjcn0jGtTP+hPowl6RU1i0ay/+tdAz7c1VY3xla5Pmcwq3s+ps9DOGAtT1Tfq92O1MgsxItECeRwRE9k8dYRAXXKIUK3tXRcp/YeBHly9TYymuTQ2OqUBBw8fxs6pk9g97dpCBzkVZ3s22ZxvmhehvUS19FWxO1nlITj/0stx41e+apa5PMCYy977GZc86Wp843/zA9g+eEj3gEAhTsteaqWw9ftYbLjfru3COu3B9obNzLX8LeMK47hr2VO0Usz2PxibOI5r7e2UYqJYM+K0C9IBU6CecZRStb534gRkfcjCRpbYEqJJXwnacwutoQ5nQLtGvGeMfr+Ti1fZIM2UanO+EzdTA03jbCuL28bRSrWVr5mqJVz+ONVJOgakYVAyw0wEAAcS1GxxGBao+3M7IohCwHJrq943YJkkmRkrqRg+RtudTK1NQEE39g3LBYbFQnt6lgmqq3e2fiDhwMHDGJJN8PQEiOkae2mQOrrsfR/6a1SEUYzlvfBJV+DgkaNz1vcAYwa/BxDPeM4L8fbv/7s4ft6FEARrkMPID2r9vu6L2QFQKggWI0WKKBDpsHy3pFrYQC5jNPlGjAm+8BoU7HeNdCCYo4uaG8BuF9KAkAYFyRi1UW7GBu6/J0TqyJw009QqtAGrCDCOuVrTN6YR+nMAzkz0mZ2zwq6bU7KC4cLd2i/kVgb3IuvaQ3QwFW8ptDJbH9/+bYCty3/GatyKrncY3O056nQGYLo+e7zlYoFxrfk5i2ofNyUwbAuE2gijZo7Bsr1gIOm7ivteZwgBy61tpGHQ6Q4D5RCAFEJbhmSntLYkvKcK/xyQmuEePn4CVz3tGdjaPnAm3+pnRczg9wBisdzCS179Btzwoq8CgJrZ+exvBTxRcLNkpTK1zg47ISKifRufK/UZTf2+vrnzOCLbrK6I9eVSQlwMAAir1QrMBWkYkBZbcDcVsbWYuWhDHCEgLpeIiwU4RN0za6CHYAvSDSgryKKBWc4Z61GXHjGLMckdGNrgP0UF10CuW2ulWwhWSlvD3gGyb+z3BIU/NnOB790gQt3m5g/tWjfDQwDQFaaiNl91lhltjYHOIDcNohRWYiYl5DwidrrDvmfprQZh78f5fdu5CE2Y7bZc/ngOZjFGDIOW6WXMKLlN+xAayLvTS+urNmLJz9mTnnItnnL9s6oZ6hz3P2bwewBBRDhw6DBe+po3YnHgEECxlb41qzPmF6glr39VkCzSAaeNtYlmFIU1E6z6uVKwXu+ilLVmTdwcVfp+nTrHqLxFbPsYYkIcVKLCljGSGSagltd6P5mLev6FAAmEYtILR5PCLWPzvpMCa6jA58ynbp/r7eJbNueZlJeQjQCZgmQr4ezxSkbOuux8Irq224BZtcBBy1LOWeegc7FJEO0jeunrpasDuGsIh2GAb0ET0fLXAdLBi2AmE9D7ZJtH9tWZEyF4FxXEAISUsLAe3bheY1yvUfKIkkdwyWoyW4rNcfdtCWd7dfPdORdciC1b5TnHA4sZ/B5ghBDx7Btvwnf/0I/gkiufbMBiPT1WA4OxzwC7L8FGhmhg6QamuRQULhjHEavVDvK4Bue1imFHlV+4wNaBU8GLakk00R0W3ymspRkL6vwwhQBKCUIBRXS4Xu8udlmrkQWeJcZgS7o7IkHaLInbXnk22DOX/YiW6/li8lWVfnbFloc3kGgZEQA2bzwwAloG5H8CajgQY0QeVxhXuwok7l1oAKuibC+9+wxTAAKS/b6w7vNFt4jdbxtD0P6fnXgvhUN0p+ZpbE7KeD90sVg0ssZAtPb9SqlGD72rs9j+lAsvuxzXPvu5M/A9yJjZ3gcRWwcO4lVv/AaUkvEv/sE7cMdttyjra32s0AGT67pqn588+2PkqAupU4i14Cm2vLysV1gLYxiWaNotuwNSVxLmov0ms4gCdNBeH8PmWK1sXCyXRnhYI93Go7wv5RREFfQaWDGcebXh+2jgIeZmheaaIj3FDQMUtPPg36sTFYCWiZgywbrXI1SSpd2nlcClQKJvkgN0HMQBVm2rYtDpClksEDDAd4Xoa0Fw66y2t6kBdUxJ2w3rFdKwQBZ9EZ2oiGkw0TjV7NjXDDhx099vP0vt4IUODEPQxfaFC5iV/Cnc7e61PrDPmAPAkAY89Ybn4ZIrrnqA7945PObM70EGhYAXvfJ1uPZZz9MyEh3Zgc78FF0PEK1ZXUz4XEqbjCjMukzcGMIyjjY9MKpQNmeMa81oxt1djOPYmE+zZsol2xpMgEIEm+vxerVGzgVAUPlMKRiNUCnM7eI3BrR3fammm6TcLEgJE30eRS9MSC0FW2Me8F5YP9XhUUflgElWpI+triZtRA7Vi4/gbLCnqGVyP6qnW4DINudZ5lgzKGjJG7sJF33qDtKE5dZ2swjDNOvTKRbLYIlqaeq7gt2dxcmJ/vc8u+vPayOAfAxvqpPs76M+x0A4cvz4g37/zjFnfg8pjh4/B2/9rh9ECAG/82v/cSLHcAvAYk36ANJvBjLZC4CgtlTFyticC0IeQXkFATDA/OCCXugxmXjXLmJf+N2CqtSDRWUibI4yPtLVHJY7zV3HataSzcraYCU5ObPK6pQSKCjL3HkDTphJ0SxUZ3WpAr/f70QIbc3LHvySmREIT80YqAJZAZAqwMTOoAEEPU8xgFnHyFJI9jN/XPNKJALnUqUtgM3pxojtELDaOQ0eMxbb24CgzuJWkXWI+oEj7QPEyYcJ2ItAitR+7mb0Gj/YuXMJEhHpawqqYudDx47jkiuvvp/v1Dn2iznze4hx7fXPwXf9rR/B0RPnotGPpvGzXpxmgFIzwGIjb/7vzIIiUHbUZC6a5a010xtXYM5dBmhNcQsfScv2O9kWoJeSkceskwa+EhPNQaUUny/uJxtQsy3v3VWph22TGxaDLlcndzpuIVWE3bSQ1gyoj1MZYn2wzkTAANKAQHuF3DJBbv52BDeSrfV0NVFwYF0sl/Z72cCyB53O8CBq/7Fw0QkZ6yymNJiEhJHHtbLVouYNyWa9VXNJdbdLf+6m6zq5svY8yfqmt3FHHLHnP+0ktA+Ir3jVa3HuhRc/6PftHDP4PeQIIeD8iy7FG7/pOxCHBSjovKhYv8wBUKwELpjqAovA3F6yCqPFxtrsgi95rEP8nNfayF/vIo+rmvUVK7dcPrJerbC7u1N3d7g4ehxzBcnSzeBKl2FUH7/OgKDXmQGopa3ezvaNkPa/mkADXQndewh6L6+VwQa5FbQqkSICs8dRWQmbTtAlIMy6C6+SJtLdR9Q1kxXocyVF2rSJ6xODPQ/NfEvOIO/fxoit7YPI6xXWuzuI5loD++0YIkIy81kQSu7PbwM1LowibSeJahh1goSl2JeTNzqjPd1LInX2N8SIq6975ixveYgxl71nIIgIr3/L2/CFz34av/XLP49Td94JzfX0099LR/+fTn9YBpgFoFIZX5efMARZdI44ckHJWgLWNZbkxphxL4ClaONoBQIz47TJhJJ15rRd+G3xUDUOwLQHB5jLCxmja+V1Py4Ge65eULs9lVBnfbUBsNoUdHdosp6XuTk78RHIj7RjSk0A7f23AOiAIdXj8TWjMapZawAgJcM0OLX89RbAZBGTkRQqgNZyf7FcYFyvARGkpPPCi6WuiBQWIE3Ldi9f+/NJ9uGgv9PN56IzhqgfNAL7NNEPFOtdhhDwwte+AcfOO/+hv3HP8pjB7wwEEeHYiXPx7d//t3Hk6DG889/+S5w+eQ98T22TwVq24Bo/FozFGVTN+HT5j5iUo5VCQNdsJyDEBZgz1usVYkgt4+mlLyCEQbVkvghcBKDas0L9mfb7LKPa6En18ozNC1y/Wv+w9vX89yzjhWUy9RjdJNTuWFyw2JXRSh6EiR8gjHnVUljNRcldo4W1t2rMMACEFJBXbkKqzHWMoWbNlUSw+1djVLeKKibLiZAQMQyLuhxK5TDryqILe49Up0dy1lKbXPy8z/ls2a3nvqhCd4N7fc2AWg0cOnEOXvDq13YuMnM82JjP4BmMI8dO4JVv+Mu4+mnXmcofyiaiSXhFUNneNuFkJqlo7h0ONHXUregFNY5rjOvRSqaCMqr5aeFipa1ZW/nMbghmxtqIC3jGQzBRdWn6QW4jZQ4CADrQknpx+wKfiYzDyI5J/7OW8a0E9r9rOWc6yA2NYBVyW4SasSmz3ffMdNrCSmKys+2lsrHDBFgbYd0AZwJMvkOZquyHuagNfkggBNsNopIhZ3or226yl9hl47UdwVzJmVoKd+e3AWCbOW4lb8tytw8dmq4OmONBx5z5ncEgIlx+1bV4/Te8DV/6wudx8+c+bQswWwZEpvdj2yNRuBkgqBC625trF3gRtl0cAimePak2MMbBBMy6ItHBhiw7CpYJOhg5gwsxaUZeV8BTdhZ7gMcvtNbYl8mF27JAvf3m3wEtDT0b9GVARCaYRivvmDRhJv++PnIFEy2byfRw01JdH48nt3fTAHWC0d7kuF4jDoQ4pEb0dPcRbDSwSXEIw5AAZuRR94Q4+aLi5rbYqSBbuUvmDNNG65zEaOeoZYD6Z1cW12OiiZHpwcNH56zvDMUMfmc4FsstvPTVX4ubP/cZ/L///B9q+QuyDqAJoA2QvJdVpA2tK3vIENKNXy3cNSVbdrCCSAEWApaIwEmB0Zrg6t5clJXs+2xEtZ8GY6CFBRJsY5mXi10f0EGArBfZy1Q8E3SZSTRGVECadXalnTPNPpURAumUiWVFfn/+YUFkW9ccEmqJ2jmiGEgEmpaXvf9gdEE19HYSCHm9A9BW63/KNMuNMVaDUfcqizGi5BEQaT/vwEns+7D+nn+A1B5e/2p2mXL/QSKe0XrPDy2rXm4fwLNefBMG6zXO8dBiBr+HIZbLLXzdN38X/vB3fh3v/y+/oxcMWvkLAaKY8LkzOCiFEZmRS9GeX4j1BepLvX795DiukTDUiyjYRe+lLw1tXy+gy5E4F5NsaHO/WPkLMpEOdaac3sPzi7Vr4Psx+DER2ppMz9ocKIv4WBlPMkUuXDM4F2orfUFtB7ABDIlUkGLLuAKCnSsx0GmLjgBzyoEtSS+kqwHsmNarFbYOHEBjYB34tbReLBbWSjAXZhbEmKzcL0hpMDG2II/aHyz2+opl1tWZpgPI/aIyw5Oea+v5ERGedO3Tcdk1186Z3xmK+Sw+TLHc2sb3/PD/iue+5GXqwNL1/tzTz0kJwEwRzKJex5y4mQf4RQFU+rDvG7GPxNnwf6l9KCcCGpHBRTd+aC9R13JOV1JSZVY3pzx6qy0Hx34hEaxsr8fYAWist/ONaFbSc1sk5F6FxddtduWr8yHiciCR5jDj97PZR0MjdQBbGVDBReFxvVpVqVDVELq1vWWAMemazJJHMBd1DIN7LNrvmWMNCaohRQ98jQGeZnsTRl148n0vqZkLTlx0MZ7zla/A4WPH537fGYoZ/B7GuPzKa/EDf/f/wFfc9CokYwUBoMCkHJXkcPayZYF+UTvx0BtcChqosShYFrN9KgaCfuHptIKLjqd6vV5cXIkQ9MSMuVDb4yk5omRNzkrCeLO/rbm0cTInLVBFNRNGuuns3Oarmar2P2/7UTYyJ2m/L/ap0t9m+tFifTygsuX6fNEtEhLnKzQr1mcNgZklBO2nKiPui4ig+suiAmyIACTVlaaXruhxtvL9vrJAe0WM5dUPnIuuvBpXXveMiU3WHA8t5jP5MAYR4fi5F+Ct3/kD+OIXPoNPfvhPzMTSmuMsiMZ0atYzIuQRqJqzAAotOwLQ9vn6Y7CgkBIbwXJLNsKAzW2evWtGJkQuTcBLQB3C7zV37juo+j6qwovSlbtenvqMK4JJWLyPSNP+oCcsjTnGBKzacZgkx6WAtROJ1vcTvy/f8TH96vt3dbyuSNXvaZluUxe2lFyEsQxLAGrV5cw7kXnziRjRoceUhgGrnV0tvymY8UCsoFXJEH3wWg57H3DzveIfFkqONHKoiCAOZkU2xxmLOfN7mCOEgKuueTq+9a//EJ5y3bN0SU5QlrNdCPpGH0uxCYGph1supZZmWrTal4hZmXMtS3VSICOXNXIxY4Ti5Wu226jBac1EAlU9WzVDBSrRwMzV78+PydpvlZ0Gpj59IWxmeQpUdYKEgjkem+uxO0vDpEDVpkrDe6OgTswcQvu3A6A4S2w/U0eE+mHimZSbB8QQAGFwGQFbfO4fRJ5pRxOI6zF6LqknIKVYy1wwq5C6ZP3TtsuRmNcg0Im2p0GBqkOPX5Z1HwkRhmE5l7tnOGbwewRiubWN57/klfj6t303zr/okrrcRyr72spcLSXzRB/mvbaqHfM+mf3n/S4HyGwjVg5f/Uiby0tE9E8EYyt15yPgbi1ovUn3JqwlsYMiNRMAv5p76QeASQbmf1Y/P7d4t8zS+2baD9Tf95G9liEaDWDW/sHs9oFOI2d9S/1v+hYPIZhesvkGBiIdZ6ttAGl1v0g1cnVCpT03fX514xy3dZT2w8mssWbn9vyAyXPycOmO1DMNHDh8GOdffvkMfmc4ZvB7hCKlAV/12jfhple/DocOH62CWJDr/NrFU7M028uhC7V5cn+9NgzABPxcUFtZx66JPo5ZS2/AkxfVunX9vkKoWaWaLliGCWhmqPyqXqhmWR/cFdoer2SdW92rZZv2wHw8j2I3amcfCFkaYeJgUZ+LgWKdy+0zwgoSPlYYINLuP9p0hoNUI280C40xIdku3n0FydASGZ4997ZXXo7DZDV9Zs7NwqwnfdD1O/svZkYaEq551nPxrBe/7CG9/+bYGzP4PULhF95bv/378f3/0z/B5VeqZEGob/h3i4vGEavVCuO4xmq1soXkPGF9RRrx0TJFwHfgFmGUcZxMaqDr/bG0+4IY4yymXYMv8dE/s20Ly3YMgE49xJgmDK8fXzU52AA976E1UsA0cSrWa/djLHaZaOAcANskSiVkavk93QFSu2jdcdQ+oIGQk0pVNN29Zv1r5xIT39rmpbv3CwVFF0mxssKF8wQ4S339/Fzos/LydgLuxrxfcd2z8OLXfe0sb3kYYiY8HuE4duJc3PTqN2C5tY3/8Xu+CcLFJC0FCAVEBSXkWv54xBjVdNR6QBACkdgsq+vbAM0mCIEiCC1zaU4pqOWbVmvaXK9SGFugVJhRPDtBMySobKxlfO7/p3dri7g3+n29518vjqZg+h9vgrlMxDMyaBndmmQNwFvP0srqSRetJ0z6bE3/XgojpYW1BppkR0vXKVj30y41MxUBxOeTBTG1peP6u+18eo+QrZRvHwhdGd9ler3ejwLheS9/Fc675LIH/kab48vGDH6PUjzlGc/CFU+5Gp/6+CdNgFsglEGU93EdAZhTLW09QiAw2GS+gLOcZL08AJWwgJV2zBvyCgFC6EotYZu15YkspJ9IiDEiiGZP+pisY3wiAAVL4FoGB2AC5M0qiyfMp0+QOENK0KwzdL9fe4Ts+j9DuVbpWqk7fZKOgRQC2MiMGCPGUTPmmBIo0KS8refSj3ETSK3MdSKnN6DwPx0Aufve5gsgvX5SOt1lAA4eOYo5Hp6Ywe9RCCLCkaMn8L0/9A/xn37mJ/Er7/x3yGMGyogSkgGXteut3PJ+kYeAEMGWjTHQOask04KxN+2JJ9mFX1yw0pTY2cXeUskBrJWck4sfnsWwLRbiqudzIsCfaxUVE+C2UX2munlu1HSVK/PLwkiIHWi6RnGvdrCCqfQSnnrvICNpxnGN5dY2AhHGwojRPmQ6AOszP0JzUd5rjNqBN+/tzW7KW2pPkpxX0R7vOK4BQFeIQue9F9vbe99Ac5yRmMHvUYqUBjzt+ueDKOETH/5jfORD7wdRwVjWBn62eDwQFsMCzMbgkol1RQEwiFnkd9cie8kqtnTIM4m6E7hotpSzKUR4coG2vlgHNtYr9PsHgIhopIp2smpXigjMuh2zZmb215YtogJKDxhKYDhwmd6wMBDtzWpzusFt3qGlsvbephmbl/h+TGS/H2KyzXZcx+sgtvCJrRfKe8/DdEqjrdqsf+zJ6gCQZ50ti/dS3SVDsOfj/UOIGjw8+ZnPwdET53y5t9IcDzJm8HsUg0LABRdfgsuuugqf+uRHsV6vGsgZlCQJKCEilAKirH06IkQJQCmokhW7aDzrK32G5xcbi2aPRBCzule2eZqRVNv63hAghkoGaL8uIKQBUsz1uCYzoscDrbSb09N0kD+EXjLSyksKth+k6O+UbGV+x5y2CpfqhAnz5jSHP5bmqNrjtF3B5lwzrtcAxLa9pY6VnU5fTLK5rvx1gPRbBqJK0EyXM/UZYGOE+zWjImKeg9rrvPY5z8cbv+27sdw+8OXeRnM8yJjB71GOo8fPxbd89/+AG258GX7sf/9fcPuXbgHMFklKAQ0LxKiiWzFGNICA6NKOoovDISAvfQnWkPcMqNnda/ZCKKQgG5K6mvSLwvtsR8HO2FDT9HlpTSbXkdCyLNcwNnbSdWtdLwwAuC+Jp9GKbb21wAXGlnXBCA5qoKIA5xmuL3V31gPVA89JB6KAst6tWaQeZ0Cx3Sh9yevnpM4qAz73V4/RbqQ9xW7RuL8gvZTF75+tH1iNXUk/MI6ddwFuesObsH3wUCfbmeNMxwx+j3LEmHDBRZfjNV97OT74vvfil372p1CKNuQ5+E5e2+srI4j0RSsu4WCuIBJDQuEIYUJA+z7VrEmnRTThM1Ex06RkrMJjWP/Ofeu6zG1CZlj5rf9XMqIae3pQAKRUQHMiQ/dkWKaHabalAG5MMzrWt4PFHuxECkBSe4r6czdttVIbjU3WcnqEsGC5tV2z1RhjtehyAJ8cF3M9J55t+2O142q5aZOutPup2SVQy2JtR6hg/ei55+LAkSMz8D3MMYPfYyiue/b1eO+7fwl33HonALbdvmu9EH16wCUSSSwbi00Jkkh3fuik1Z4LWBeZuziYLCPBZN61Ru1tSe2JoQPT/sKvSGeZoZp9tp6Y99B6c4O+XKyp4QTYqAKVFDUo1dJb875gpqX95Is+34ggAdFKSP8+dx8S7ADmesGaJQKUIgbb1xts1E8RXtls37nbMu1+dWdjxu0kwnt9/RzHpAzuPlSKvTbLAwfNmHaOhzPmM/wYihd95etx8aXX4ld/4Wfwyz//75DHUVlAANHGppgdlDQbolCMFY5qglBdkqc7KlxI62NxLIIgDozTi9bZ2drr6gDL2WInLPqSL6XUGEy0kS4IQ8h7dXuzGbfQcvNOmFRGMzXrU6ItSyIyEpuaNo4mxxggQSpL3n8AiAGYC6irDX3U8p+IgKjzvGJSHz9HE0JIAEFHevhzmZTJng23Pl/LIqlO7Sjwqd7z0ic/BS94zV/AwaNHH+C7Z44HGjP4PYbiyNHz8MznnofLrngKjhw7gZ/5iX+B1e4OQADD9Gi17FSU8Yt+sdiyC7Pp84B2sfr8L2DXoUlKtFdmB+AXrskvABgZ0OQ2gAGSlLqZTdtvBIpRCZs6LdH0hyAlZlKM4G5x996+X9/xk/qcRIJ3/5QNFYEURtyQNyuIMrIIosSaQW526Jo1fF/OT5NZTfra+FvHVVg5Pv2Aqc+gfpA0IKSN23km2PSVAooRlz7lqbj8KU9Fmh1cHvaYwe8xFJ41HD/nPHzjt/417OycxC/+9I+rBhBRszzOyNmExWUAESHFhBJHuDRExO3fW+h8cMvSgu26nfSV2EbbiDo21rbKmbaNQGCyEtIyO4Luw6gNfDSQCA6Q5r+n+4ybFjAE1MkRALXMdtB0phhByQSI6ReNFSXmapTqvw+Cze2yOdV0UqBKQth5itHK38YK92SHk0T6Ozz9ff3L5Njrn/Z82Xp6fakv3jVAzwIDl1z1ZHzlG//y7Nn3CMV8lh+DQUQ4cOgwXvOGN+N97303PvWJjypQAVCu11yIS6kgVnICMCIII0MQQrJfCFUSwgYMEGd3PSshiPWbnPkUCQawUkGupnnozQDaknMvV9XkAO37JUNH7gJydtPPYGJhNwjts0CDP88OTQMHe3jPBgPMy69nVtGDEFBEe3f999nK3dpXE0EZR/3AID9FUxdoLk3Y3MB5f+BzU1rpUsnWcphmugI1jUAgnHPRxTg0l7uPWMzT0o/huPra6/DVb/wGXHblNZ1js1rVZ7NU97JNV1eaC0w2O/ucUcrYfPxq6dtd1eJrHzf3a/iQvX11JejE2t7H5ix7CTE2gwIjEhhA4aLfd2az9rta9gM0MAVaZtSDTD1s/S6YtcRtMh677WSXSNt/nHPGer1GL/9RQ1P18pOi/UApe3dvuAuM9AcBTG8j6LJf2fjZ1MCgnm8AISZccNmTzth7Z44vH3Pm9xiOGBP+0l/5Nlx97XX4e3/zu3DXbbcBkiGkI19DWjRAKhnCghBF+4JBDULBVMs+dWBvxAYz61BaaMywkwfMtpfWhc6VLQVEmnlBIzxQ7xOYAhqxj4w1kriwLhhnqORFt7l1+2i7nlx/vFMZS5PMeH+ukiwWynX48ieuOzdiHMA5I4/qvNIvefL7n8hXQIan7Zg8O/YaVomkNpK3CXgeVWpTM0Hg4iuuwjNf+JIH/V6Z44HHnPk9xiOlhBtufCne/M3fqR53ZUS2DE+9/zJKMTv2kpHzGuO4Qs4rjLbMKOeM0X6nL8+kcL2fPrNhd47mziDVMyTOEJvjdb1an1Vm1tu64Sqz9xqpu71AGN3yomn/qwcLimFiJ+XH7h6HfXYGGBljXoKeDWpG3KY3kusaxT4X2G2tNPvbzIDrfG83lVIJE/HsFRX4Np+HC657QOzjGS94Md749u/E8fPOf1jfS3NMY878HgdBRHjNG96Mj/3pB/DLP//vtHxkdX2uAueYEKOo20mMzouqC7FlF+pDF7WM5QImATjUfqLu2TWJy0bjv8+mXBTt/cIgPm/MANPkZ8IClGyDvsWyPCcbQmNupekPQ+euIiKIKe0BPwVrMad6I1/0hxNbKs8GHcijy142yv8GSIZiYZOd7UreanDQslz1WtzIeDsNn2e82nd1Blpdsr/i1V89l7yPQszg9zgIIsKRYyfwDd/6Pfizj38En/jwn6j8hQtK6WdmtYmvGj6VrDS5SajriRzYhNkWHKFuelMn+zbTW4XSlm31gODD+G7CKmSGA+Y+o5MZqrhWILTHr1kaFGTs1m6F5X1A1+ilYdBSW6iuzXRWmO1OfGqkppFAFUh7lirwMrn1Fnthd505Js/opEpUajbqfdBuo5w9qz2gB+ztB3o5707ZIsDhY8fPzBtljgcUc9n7OAkiwuVXXoO3fMt34sS55xrBMerKSmH43o+6AyTnSoA4cWFXH9AJpvcSGKWWwf2F70t9+h23FXS9TB4z8nqtjz1m5HGsy5iYlbCZukrf+3MlI0zcumqzLLYb1t+RjVIVfntsaBxZ6j4Tn8Hte4rjeq0TJawZZP0yYG26vOYAzdK26/UhIm173iQDbK0CBJo1fY9SzJnf4yhSGvCMG27ES1/xWvzSz/177O6croP4AGlz37KrEABkqXbrFHTJEJeisxLEgESTvbSMhajto1Bg0Pv2ncAxpj2AASLdzGiWWf47deFkiG1iQ5r7CtAATamTJlsROx4QWd+wWcD3pEe9n/4vG8SFD5f1j6uZqj0ec2d8wMglIyGZW02T3TgI9lbzyuju/3pJ/dUmf6lkiB3qBZdejsX29lRvOccjEjP4Pc7igosux1ve9j249Uu34D2/8ct6EUOBI8GEzVpvgphMu+cLuQmlZARAWVyCMZb6S8zNyFMB0TVqzYbKr9F+pAwAiBjM+nctm2mCNi5ZYWNHY+jmZqF4pZ6B6IgC/fmELe3G2PaLfnIColMTKiUJbRbEfteXRpEAMensMEJrITjJUbM+3/khexlcZ6bbM2oPxSai7pezA8DW9gHc9Lq/iK3ZtupRiRn8HmdBRLjg4svwHd/3Dnz6zz6GP//ERyGayoHILVAJkKKmoKRykgBATFgsIZjxQd+f8uxEIBIn5aX33mLcSzwAqPPEfnyAVFOAalBgQFbtmwDYIo76e2xkg7spN6JFsAl106yv9d3qzzd6lBSjynO8l9f35WDkhT8H/54ogaTP0VcB7Ceongqi9alR933NettGFODouefhpa//S7juxhfYXPEcj3TMPb/HYRARLrnsSrztu38Qx46fgEAXlWs/zuQo1gdkLoD1t0oZwSVbX7BbhD4R83L9GXf9vc2yjK3nOI76lTuJSMltTzAzIxfvSeauX9j2hNTf4/Z7VQhsEhV3U2Ejacy6sM7Q7pcZMjPW6/XkefZmAkr6lMrabpqW9mJkVHFy+6r8Sv1qZIbLaoAqAzS5i/7txPkX4snPeCaWW3PJ+2jFnPk9ToOIcNOr3oADB4/gHd/3X+P0PXeDqagpAWdkEXUutl5fMHOBUrKWgymBKFpZRhsZHQNgsI2FOSPaGFgygOqXE0Url8NECiPiS7+pipk9O1S3FqnFotrIc2Vha+bWldrt91GZXf93qPckk1xRREkOLjoH7HIXGJhBmq2XP56Dmf8+KrgZ07tx/zVT7GeM0YGsI6TF9sGD2No+MAPfoxhz5vc4jhACnvW8F+Lr3vptWlbZiFvP2nq242NqZBchF/Oz60bbejaVWYXTmxc0M2M0q60+a/Os6d5kHoVtBy9g911Q3FZqkv21sbNez8c+dsYmcLa/6+NMFC66ZziXzt7LyJl+S1pp2a1qDBlFSpe1bYyh+W1Y96P0/TvB9Hc2z2NleaHAfODIEVz59OuxPHDwEXqnzLFfzJnf4zwWyy287NWvx3vf/Sv48B//EVgYRAyxnb5EtrRIjOB1kbMowUFMKFIQYzNA9azHXZFbgx8ACnxfRtvP6+NjBcx7N6q5awszI9KmvZNlUQbIEABxI2PChtYO0H4mqLrGuPFCr3nszRfqfYjYuk8HdBuzq5ks1czPY6rVmzb3NoF+Mt6H6UJ67w9edMVVuPHlr8awXJ7Bd8IcDzRm8Huch+r/noI3vPmb8bnPvgMn77rTSkNf4sMQJghJHbHy/RlcAISAGAil9Dsw9L6HQWeHG3Hg+j+zvCq6vNyPA9CSG2gLkPR7XU+NVAJTCRJ4SckoOSP6MiLaKCvtOPyxpLT7qFMbsgmSXdnq9wUBhNsKDpOf6N9rIxHoMkl4hje5H/1+vZt6Hxvg6I9pf6blEk97zo0z8D0GYga/J0AMw4CbXvk6nD51Ej/+o/8Id91xG4C2wUzIRym64ktYyctxBEXdYCYIdQ6XKghlA5nUsjnAwEEqoPXZVa8B7DOmZL3DUqbb24hbz0zvoz23/aQlNfvryA3HLXhrbUKI9OCkf6ihAuqNe9MEHT/zbM3EejR1tu5jA+/6n9TfhREzVz71Otzw0q+8t1+Y4xGMGfyeIHH4yDG87k1vxcf/9IN41zt/utPhaSmnfS1C7OgAv4SVCRXLFg1UECBSINLIjmpM6kBgMg4lUoqVt6r5izFOel5E1GZ3hVFKJ1exvh4ASKC2bL0C9V5dXQ9q+tX0eC6YFpfPwDSDAiCQuXhJdYQJZpI6kb6IoD5Fiz77UwG2u9DszfZcLuM9QfdCvOhJV2L74KGH8ErPcaZiBr8nUGxtH8RfefvfwPv/4Hfxxc99pu7W0Z0bqjQrJeu+DxAQOwupatHpfbppz46om5313zAdnvcJS3HGUyZZWc+kFi5mQtBAQ0fIGDHp8fgYXFd31nGyXk9Ye4kiuubTNIWeLfY9uBCCCp0FYAT165PmMhNNmO29uX6nrj+e9/FA7pg9JVT68+KSFrF+n/b9gLZLeY5HO+ZX4gkURIRLn3QVvusH/g4uu+JqFM7d3G5Bv4xbwJUU8O+5Lq0aG1S21bed5Yn2r+/FbbKd1QKrtO1mVScnooxpp+/zbKsYCy2u7/PbZWVmudfs2XPzeeFqvsrNbt6zzrqSkwxTg5ahzpCPecRYsh63zyqXZqLgoAeiZkO/T0baf0+k0jlwmUxaLB7md8Ec9zfmzO8JFiEEvOTlr0UpBT/yjv8Wp+6+s/6MiJDi0E2dTcs4ItmzvNwBEH2GSHunPLT3F/wWkJzr330nRV+iaiaphAczG3Or5SpPNHaAC6/7fmJhVguuGCczu9SBMqTNNrfRM38u5s9HhOLH6oQPYGU4AdC536g36ICsnRcHR59fRr0XzZZdzhNSwoWXX3E/X8k5Hu6YM78naDzvhS/DC172GjCoZUS1BGuD+VPTzlDlLU5IVLlGN8zfS1X8gi/cm4e27MzBgS2rq64wthSpdMys6vCmFvls2ab323r9nev0fMKknyoprPt4KQQIAcVK7mz9TSECghs+KOAWNidm/9NAjZnVfgqdpEXUkqr+bOMcadvS9JI2VXPl067D1U9/xqPzhphjT8yZ3xMwiAgHDh7C277r+3HkyBH83E/9qzompi4w0npZ3e/0XwCaehit/TaZqa0ZkAIGhY3PUi+ZAWRmiJkwKDOsZAOz2uU7uwx088lopSxkOo/r0Y+k9ZlXf5xK/uhPCqu/XwCUsAgRFBMwsdo3ukJE56IpWGne9Hv+MxEBsdQtdkReVyu4q6t1AUvB1dddj61Z2PyYiRn8nqARQsDFl1yO17zhzfiT9/8hPvLBPwRTNLAguGZPV1was9r1yRyg+vsjZ3kJdfNZnWQQAEWmezh8vM0zN25OMKVk88xjIETb56EVKQN1FI651ONy8OtBui9BiXTtZuwAfBMs7ZtmPKDsMqWEQME+IErNkJ2klaAH5hMqtpVyQvJWPZ+fQ+tl6vIoff6Hj514qC/rHGcwZvB7AgcR4dqnPxMv/5q/iM996s+wc+qkERCbdvFmzBmUkIgpGUEQ6gRHLevg13xpImbr0ZEDmD02hTApVwGxJUkECHdLkXQpOdusbyB1XwG6khwNaGOME12hj6wRERbDAKS4RwrTzy6r5aF0WW9ATAEiWe39rWwO1htkswcjIzsm59jJoQ4MKxFjW+9q7AfEczxqMff8nuBBRLjpla/DK173dQhpsOa7j38Vy3A0Y/H527rOsTQnlrbi0Rcn8eR7beZ2ygS3L328kkeM613kcW2GB/q4o63j9PvURUzay2tLipqllB9T7yijchYFbdcvT/qDE6G0Z2ttyTqFYJlwI0e45sVimkE4utsidf8z6LQLOamCRhKZJOjTH/8wVrs7j+TLP8d9xJz5nQVx0cWX4Fu+87/D3Xfcjt/8pZ+dzJ9GCIQSEBUG3HuvLyVD2DAvZYGUJgjWCY9Y9X5tRrgt+tHfN30eqAJDJRCsZPTboDgDS5DQ/FrIBNXVMcakNMMwYBiGCSMbav9tv/LXatcJVUx1Qbqg9RIVWAFQxywTAOkWQ5Ey2MWZcT+HMNAm4A/f8xt4yjOfg2e/8KYz8rrO8dBizvzOkjh67Di+7W/8TRw6fu4+riWl+eYJT/R0LQvsXGK4gEuuzjAkAvLSuejPSh5RxhF5PSKPo9lVyWTxT/va0PQ5UwxU8OwzuF5/B2jG5j05X7PZnFic3GlSHaLWl5wQPUFnleOQkIaF2oHBpTX7TZmgaf98msOejx5vy4IJwHr3FD735x97RF7vOb58zOB3lgQR4cKLL8MP/8g/w2VXXdMBX7Nqqr2/TemGsJWtTQQNsu1tblkvRlL0AFhyNQuto7cbJWhji5u8JfOGiJq5Slm0xO0YaGpzxL34emJFhTZlMenBdeemTbJo9hdiBMVgZa2Vs77saQME3fw1Z9+p7B8UZeJKvc9Dz/Eoxlz2nmXxtOufjee86Kvw5x//KJJAx71s5tVLN2K/3kMjGwDoeJzej45wuTjZS9ie8aQ9j31vkxBg7Qk6MHmpXctGY4tDIKSYsFgspkYD+9y3/3yS2dWj4rrPo7LGcLeaYASJsdLdiF7rF8rEut/H/toSdUbOo47sxYAUgxpHMOPknbc/5NdwjjMTM/idRUFEGIYFnnz9c3D8gotx182f6yBK9X8hRL1QRQCwrbCNlmC1aQ6fCFFyoeufCWB2Ke2BbRF6dUpGy4T6pUmo4GdkMJmrcxqwMIZ3GIapy3MFMXR/18kUl9psngPPFn3cjfvHDgSSHhgxLcGl5Y7991lauc6sJrAxEFKKiLHJhr74mU+BS5n3djwGYi57z7KIMeLZNzwPr3nDX8bBw0frHGvvpuyuzzXjcaMBFuxnHDAdkWsCYzU+CIgxIEb38YN5+DEgxcTHZmdPsOxOyZMYIxaLRQU8z8r6meEOywBMAconNParNv3YK4NtpWojXTwDnV4iql8Wk8RoqTvmte0oHnVPijBSJCwWCTE6GaJfd9x6C+687ZYz/KrO8WBizvzOsggh4JKLLsZbvuntuOVzn8av/sJ/AOdcf16FzGgAgAAENkEwGGCqLs4hhAlAbJaT+02Q+HH0pgeuOwwhYIgBhIiYEkLN3u59ZWV7fLGEb+/tfLLELahEpDNpUJkMhaDAG9pMs2ob9Ut7iNoDLTYt0xyuW+Y4xIiUIgJ1Y4JGApc84nN//gmcOP+iB/X6zXHmYga/szSOHT+Bp91wI377N34Zp++6A6W0izRGgUi0xUUBIrb4W6YLw6Ots9Tf8xG0UEXOHps2VJvfTzFWkPC/tzJ4r2WUPl4Dt6LmgBUo+68QdOysUPMc9P6bM8vCBURATBHC3vfTCQ+G+vrB2gC93rCeh9ikLjGpVIbq7exDxAB1XO3i/b/z67jiKdfh8LHjD/FVnOOhxAx+Z2kQEW54/gtx0SWX4eN33jHJwjwzAlB3e8B2ZmgGE03GwTVrAvluDnV3cSeVKXDZMnAAgQJSCFgMSc0HLNtMKentHPzs19U8lSZ9Q+89etnutlX+mDG5EauV2sbaFmZzcuFaanspW5jVBtHAXZ1w9PmwRAzWI+SiWWBKQyVmIN2csf2/Aj8EQgHMBR/74z/Ef/mNX8RXvu7rEdNwhl7ROR5ozOB3FsfVV1+Dl7/m9fj0xz+C9XqFwAIJnlFJl+WgOS8H2P6MYKNqSoqE1EbOQujJiw6Mos7QxqC9QL2t20jp4+UyesJXS0+DDhM/Sy092fZ4UAjKOAcVW6cYEWJEHFLtEYZg5Wxh9SUU7WUGAoaUzOgASAZGyi7rc0zDAkY/22gcULh9WHjvkIt0GWkDbrTZEAgBO6dP4fN//gmcOnk3jhw754y9nnM8sJjB7yyOEAKe/qznIw1L7OycRkjKdAaxTI6oglwvDAZ8iEE024KVdeSGV14OOtOJej8hBCzSUIkTnwQpXCpB4hq5GJNlimQ7iLUvF0QQQnJ4RVos6kRHSskAtTm8xGFQGyt7nCKMECOGxVIJlqR+fXWvBzEiNMMNBqRkZTk5ucM0IXv8OWuIYR+1fwobja2ibNVAzsK/RzNm8DvL4+Chw5AQwULI1jsjYhAzYugdU3wSVk1HkwmBY2gZnACmFwyVnXXpDFGoekAHNJWIuBC4ZZMhBoSwRIjJLLhQs0EHQdfVuHQlhFSXibNone6rKLW3p/cjLEgxKeiFACK1rKIAkDnWEPkx+8ieVLsqMgZ5swsZQzBfv9YPtAes4mjfdNfIlow5Hr2Ywe8sj2FrCyFGk4aoL1+hAipGIEDgbxN1NaGWyUioJIiI6I4MzwQrOtjsr8kAVS4oyGax72Nl2s8zI9WoQFq4gEJsfT7rw6VhWU0XhLXXNhYFVDg5Qc1txUXJlRAhFXDrzK4td+KelGmCb6ABXZsakQkb7LEPL4M6nsdcheQAsHPqJHZPnzpjr+McDzxm8DvL44ILL8KRYydw5223Vidl9cVjI0EIgXzJuY6pMQUQA7DsLVivDSKQwrYoyBYZiVipaNMa9rh9NqVmpqmTzZiUxm5bSm69P9sQp3di98pSGWIpUhe3uyGqiEpM9NmoLVVMpklEV6rCdYIulwGU4Z3+HNLN7W5smfODc8nQpqWW//uu27+Eu2+/FRdfftX+qDnHwx6zyPksj8OHj+CrXvO6Og3h+yacgOhNBzZFzQoMXuaJiYR1rle4qNmB8L5mBl7exhi9gWjZVAMMj96AoeSM9e6O2WKtwHlUlrZkm60da1aYywiBKHiaiDqalk/7h77AqKCUXrjts7m5gpymlF7ClpZ5Spkcs89Ha4ZY2t+NGPK46/Zb8ZlPfhTr9eoRe63nmMYMfmd5EBFe8dWvb9vNoKVvzozR5BxsHoDVhKADMe+7bSYvrVcI9MxvCAEpJcSYsH3gIJbLLSSTuyipYAPHXfi+4AACzGSUGJCigBJJtXwxRAwpqf7QH8dYXgLaLmBRIINIV+b21lRNJB2sL0hoI3hNv2fLzQurP2EeUXJzwuFSUKQtXupng5kZf/7RD+Fkt2Bqjkc25rJ3DgxpMF0dJvNifpEGIjBnBYGgwr9iP++t5DfFyPX3A8BMlfio+jzOIBDS4Oyv9vVSiqAQa5ZJAGKInQKGq1TGTUwjkZWjrjOkmsVFUCVeYogIHdChHrfU49LTQFUmow/UDBC05+ljdN7Tm9p1OYgTkZmcEiS0+waAL33hs7j7jttx/NwL9hVyz/Hwxgx+c+DA4cOoZixdX04nHaZTE8zFZC9TPSCA7sI3VcckQyxgJsuadMqisI6BlTyaE7JmcG4bP5mrNR8Az8CkGOgZGcLGFsc+c7ORMu6AuXb4TBpDPvFh5bkaLbTMrkb3oQDvYwrAZbqtzl1tlLneWAPanSMC4Y4v3Yzf+dV34qLLrsBy+8AZeCXneCAxl71z4PwLLsRiudy33+YX8GbDnrlZ3LtFvfbIcu2L9X3CtmSc6+3hrihw9rgXRbfyspbNMJ2dERx+G7HvuXawB2TVPk/1dp5N9kSFZm4Z6Mxc3eyg9fk6H0I0D8JmBGHltO0/bnKfsA8I6sN/4Hf/M06fvGdyzud4ZGLO/OYA4DAAwGQhsetRTcw+gcqiKiAIBCojUX1fQopSF/uwsbRuD69go/dS8ggRBgWfywUK51pWoj6mHkuMUUXMhGppVeUymPYia+Zno2sehYEYyPYD60ibC7WZc8ss0YwdVEsYTKNsmbBZV+nzKcYww5aka+k+Ob9di4A66M3jiHFcP4yv7Bz3FjP4zQGAkLa3QSfvtixMkM0EIMYIZlHpiGVRIRIIERSAGJt4WUvHjEJAIljJbPs2CqulVSAIq15QuIByZwoQ00QfqAveuOrzQqC6oAiegYqJlK2EFZO26KywgIv9nYAQojpMizvOqOlopIDFcqlZX83sRHuPFGz3MCOlqDjKDBJBJH08it6TbH1TH/2rZ7gnPKCzzfv4vc7xCMYMfnMAAC6+7HJ89LZbjARtXncEgIahtrwoBBALYpA6jhZjqJo9L/UmImH/XXVGVeExs02TiFe/EFFzAkgTESsLjco2c+YKcpV48OkSjlVGMwzJepNANusp3y6n9vsRIuoM7SN2Oh8cIObr59laX7oKdIa4bw8oCHOd7RXC5Gd6DqZlL2Cnoo1Bz/EIxwx+c4CIcPmTr8MnPvA+MGwawS7uUhhryiZQVmAKZKoRDmCykrebivD+YC2Vado31J+FCpZ+9YdumsPLVt3Kpv3InNd1HjZUBxfVCzZfPdS9GeIu0cXmiMXcZGIyP8EMBrCICuDBDBJEdKY41BJ2epmIoO52q+AGqiTQ5m5fv92k7CUTbUNw6uTdOO+hvYRzPIiYwW8OEBG+9mvfhPe/+1247ZYvAsEnNMysQAoKA6EIGLHt8QDARCgqfIFCgpaG7pvHDDM3mDKfTqQo6MRJljURRAPIZURKCWkY0C9Sb3+20TMAkBi9gan6PzMe1YkUbrtHQrAdG81PUI9dZ4X9WCfAtckaowGgHztBdJH7xnluZa/Y+k7912pnHnN7NGJme+cAEeEZ1z8L1z3rOfXfPUMJQDV0IijC3WpI0VngWlI66+kMsP7d3ZKVIDBGFN2eYGNZ/XH6Y/CMTMvppNZU5hcYgxor9CVoFVH715CwWC6xWC4xDAukYWF/DhiGBWIcKonhUhUvsdtT7zfZbUCaSM1sa4ZLwaQwUwlQI1Cm/b5bv/j5M/lyznE/Ywa/OQAAi8US1z3zBsDGwCjoBjW/YDWcZGjSFd9Yxlwm32/TEG0qYnPEzUfW3PDA11q6aBhGXKjYuE1ONBHxNPOKthSIO4v5nDPW6zVK4bpkSKcwdGqlafQ6oMLmMe79mmga0bBsYvtlvG4r+afnUWyd5kc+8AfVzHWORy7msncOAMBiucRzbnwxzrvgYtx2yxeUmSVfSGT6XiL4fw46wgx2+xS0HbVegjogOZDACAnRGwJoUxrO8AoJCHob4QAis6k3tpeNlClmhVVKBpF6B4rsFRS7XjBQrCV2D3C1DK2lcgPVnqXd/PskyJ2sO8YXAlYLmXr7ygCL+Q2S4OMfeh/uuftOHD0+G5s+kjGD3xwAFLrOv+hiXPv06/GeWz4PNbgjROupgaRlONWHwLIjW2rkfb3JYiJfBWmIwoDtt9jrflJDYHZaANzkNAR1k+nADOhYaSpgjnbbprHz+2YWZJfdmKC66vlAYBaE0B7XrVD3Ex/v9z0HzM1/uwbRf0YmO6yyGAHW6xXWq90v9xLNcYZjLnvn0FAFb9XOidlX6Txvl+lQbwMFY4F79xdpspI61dFNSkhB4akTSr2vyb/NrCBG3cWhaGsqGKp/EgWkpL07Bd/GLk/37XLLYP15GJK7IWr93Ukh20+dtH9PT10jQTb7fy5nblmog2c/Gyy49QuffSiv3hwPIubMb44aabHAwcOH0MR49W+ovnut6EWHh3AQ2ezpEQMUAZEAxtSQgKrITWdhga60JLYRMkGgWHWE+5IOaEwrgJp5ykaG6d9rQB4QzN2lfyZwPWIH8xN93kY57N8D+gxvn/WZe4Debwvcefute1+QOR7WmDO/OWocOnwElz3p6m78ykbE7L9A5shMPle7j57DMkHuvPwqMSICsHT9xNYH60mEJlux+3I/PPTC6alusIIaufvKNAvb3C/ceoEtay3uY9iK0no/fexnVuCPvXm7YMuawkb2WAmPokTRJ//0g/uC+hwPX8zgN0cNZ3I16fOMyXRpNtrWCBCq/27Maw8ZMBC0Etf241Yjgo2emhsDVBBkVnEyF5QyopjtfZsg26skVo0dbIIjTO6/B9ueaWZxwDPzgm79pD7R/R+vyVf2n1GblL6BEND+XbNjB/1S8NEP/gE++eEP3s9Xao4zETP4zTGNkBBiqqSBoF8SRNUBOYR+10UDRRfuEnVGprbQHJ7tVPfkvC84+f1M+2fQfmEeq8Myd+sj+3GySmR0GZ/rFtUcYcDWcgtD1fwtdK1miDpP3JXuTn1MTBPqQaIe+35/78M/LPrbsN0XC+Oeu+/Cn/7R7z2UV26OBxgz+M1RY3v7AJ7xzBtw4cWXAGi9Pg+98HUG1hd6uzFojAExWsHsmZuwY6HeXw8M1DK+ahVlhgG6SUnqmB16kXBwYsYtpPYSEpvlp3/PDVt9mXkPiu33dX53OqfsGj2b7e3uswLhBLyn5wx+7HumXDq7KxGsdk7fr9dpjjMTM+ExxySEbG4XqCJi+0mn82t9P+8D1vleGH9ADQhB+jUhCvz7/kB+W7jLsmJKIHVAbiyuy0X22udXECNCirEyzdX01NnnnCeEhJamoRbrXu1Oxtkc6IyoaI9LvNnRYgAADh1JREFU3aHvVwY3oQtBrfg9Xw0hVMuvnl2e45GJGfzmqCEiuOCiS/Hkp16PO750CziPAFrO07OyTTqiZTDVPRhkI2gdGYD21YffJlTWd5rBVUstSL1/nweWjdvWPuSGeag/jgBIKU1mgPs5Yi+zxbPK7pxsHvOUqW1/3++5ua7Q+5y+Aa+SL9y8A+d4ZGMue+eoEULAtU+9Dm/5q2/H+RdeVAHFUj29EXnG5gvMaUKEADrVMaSErcUC28slthYLDFEXC+nInNRydlJs+nJf7N0Nsu/8LKYEjEcvt6mASK2UHYZh6jxjGW0FTQPLfpxtb8iex9qU4bRMdQOke3v70I6ZO3H4HA9/zJnfHHvivPMvwnJ7uxsB8xKRmvDPY6/CA8wZkaJ6/SX9U0vFUA0RbH4MgGWRIWjNXVkTdYhhsdEz9L09zyLJDFAJpQqaGURtpK5mlxs2/L0uMIQAt6/X44eW6b7hrXtujVgBXKN4f8KPI9oYn88S10kTFuzOPb9HNGbwm2NP5HGsg/+BOtbTSkKIOx7YxU+N+fULmYlt85kgLrawWC4QhwS2VY8QQR5zp+9j+NQGAICSObYwWAihZnJepmq/UZhBZnha22ddCd1rCftS3MPlNf5bQCt/CQEIUkF6P2HzvZWrmzKYSTkPUSfr7r5YGON6dZ/ymTnObMzgN8eeOHTkKBaLxZ4+vF6TzdSALCdrxEGTxjkwsAjW4wosjK2wjcVyyyzcCTxmjOO67uNoWOAP2i0qYkapt1EgiyGBiFE4YxgWqtEzAHT86EmWlrUVA9m2ttIfNhoJwdzrHTf6hx0Y9plfX5a7lrA6QPtxQEASoGsB2ggeRHDX7bfi1Mm7cejw0Yf2As5xv2Lu+c2xJ847/0Kcc+75dTKhjyZuNpKjzv26l5+xwsaetkmGjNXODnZPnzYjgoBhucRy+yAWi6WalaaoC5CSfumu3ai+fSlVFrhOa1ATJ4/jGmIZZSkZq9Uucl5jvd7FOK51d0fx7XJerm5YbTFX6UqdFjEXh96dudcUbp4b/4ox1kXwEymNlfvVH8cfA8Adt92Cj37wD/fc7xwPT8zgN8eeiCnhksuvRIxpQ9aBiaZNv3w/bZjs72jJkpXBNuaWxxE7p07i1D13Y/f0DoQZw2KJxXILw7DEYrGwPp46PPtyogDNyuIe0XJCigNCBZtgVvW66U13dXQ+gf10B0/NGGo4+Eg3teK9uX3IjT7b83/3+kH/9yQ6htl/dPftt+Fjf/y+iSvOHA9fzGXvHPvGxZddgRAT8jojhsbJeuxhX7v9vrW3Bi2NHT0VaEYAhJwzxrBGTAlDGjAslojDApF0t0bJuhzdH0sfXUFWukyKAFsoRAgpdEWqSkxoSOi1dn4cXnJuAhcs06OpsbSLCwFMTRT2CKzvI9p5sX9LAz8vtXdPn8J6tYuUDt2v+5zjwccMfnN8mXBZS+iyn+5Clr09sQqIMgWHzR4YM4NKwaowci6IacCQBpXDhDCZDPEyFJ1sRe+HrC8Y7Hc6+KNY9wl7f6+U5g8ooguatLeoi5TcQAGBAGEEqVqUejbgsphJP1D2lMM9qHqGSUTqSejnCw0MRQT33HkHTt59Jw4cnMHv4Y4Z/ObYNy657AqkISGPJsnrMifvvTXdi7PBG72qjdKvratUJqUH0GpPL2xlbVRCxcmCGBDM3Zm6+4gx1syyAXHL5lr26MfSpCpaWuuh+ha5WgrXMtgkMmD0z079Wac7i/vo9Ymb4QDI1Pz9/Nx9+pMfxSf+5IM45/wLEeN8eT6cMff85tg3Xvry1+Cpz7ihXpxAA0CRaYbXN/NVD+0CXgLFANifYRgQ04CQon6fAjxjo6DlbHN1abtCRARSeGJkAH+cjePoj8cnRHq2VxccDXURUkoDFoulGRskpDQYmRMQKFofM+77GG0/7zT73TRZqMe6cezU5X0+PXz6nrvxx7//Htxz5x1n5HWc495j/miZY98Y84i77rwDEPMZYEF0k09RAkNXUjoYKtixCIKBjIdnXUDrBzoW1J85r+AlMRgBuuWsTmsEl4pM+2YgTMpLJWr039nmeEGtSG0Oz1z3gbQ+Xpffkc8qt90kk5joH2XjR3v1ehNpCxzwFES1zNbnefr0SWQbLZzj4YsZ/ObYN06dOoVDR46ARZV9DLFpC2c6GcIBiG36YjIrOwkXHW+Oh/g/yca8zPap6ufMVlQaOWHuAHqv3jcU7RH6yknPFnvypZWn/W3M+IAIMaXKadQskQKEpTq59KWs6hyd1NHneG+l7mYGuMkYNzllm3iZ4+GPueydY984ceIcvPZr3wyB77H1pM896Np+W02YaB8iZC8b2uMCVQZVJj/Tvl7bbSvgCWApEKLKXmCAUv0GqdlRefSgCHQLxknBJo9jvf+mI9yb7VXA8ufXTSf3z3VaIoc956UPZ33JMs3d06eQxznze7hjzvzmuNe46pqnAlCuFwZ6TRAMcNCykahNffSGAfcmAdmchHDyov68/5/Y44fJT+FTds0Wq9fXhT0g57FXm4cqY+mnQTaPt0r/NDVEhT3qgbsBX/+n/t7+ouhW79sxBcIdX7oZu6dP7Vs6z3HmYs785rjXOH7Ouahsp7Qsr2Z8LBNQcLZVWdTpzow+ej1goObdN8EG8YJSS91g1ln1sdBEwj3oeQaW6kQIYRiGyWNvAhzVsneatQHaxwyWSfY6PWltynr80wzXj3Vv1jktj7uM0Erg0yfvxqc/+RGUku/3azXHA48Z/Oa419jaPqisLDT78tK3khDdbf1C7of9NychNvt9numgAx29f4LY/C9iQIjGDodNwqTdt7K4OiKXUppkTWqw0B6/L0dTGpDSUG3s1RGmk8ugB7lWmpL0/oTmVrjB8tbRvo7k2C8L9SNrgMl4/+++G+vV6j5fnzkeWszgN8e9xtFjx3H9DTfu2a4GeL8OgOyTSaGJmD16Scj+AumNkvFejqnPmHoiAmgZ6ebta5a5kY16OevZbN+3a2DezSxvANcE/vdhezczvv757X1i/S8Dt93yRfCc+T2sMYPfHPcaIQR87de/FTEO8EXhnvo588pdZqMXOrqSWPbJdIzFnWRJALDR36L9gKiXkDRTgp5UcM9A2gDTJszuH2K64Kj7SVe6xypR8WXurda3krY3R9gEyH2+T7T3Z575+XM9efedGNfrfQmSOc5MzOA3x33G815wE849/yIAqCyvAk+7jWdcDjQ8SYj2k75spDlgoCsw+15YA4SNctrAr91m+lZu3yMlZ5j3zQynt58SMT0obRoV+DMQ6wVsgtn+z9vKdftq9vb+1P3xBKdO3oPff/ev7Husc5yZmMFvjnsNIkKyqQxmY3itRCx+cXsTcBIbzPCUyUBvI2WPhDbj4NndnqOZHJdPk/S7fie3NfBTiz9BKWp7NVZJy/7uLO0x9Fj13jZsqvpn05W2fTa753y0tLk9G9rvw8HPa8G7fvbfYuf0qc0TMccZihn85rjPCBRw8PARK+987MyzPPPsM3fmxvx6ZdjArFTrqL0kSD/m5bd3m/dWFttte/lILw82fZ76CDayIdm+jhAChrTAkAYdp9vI8noAbY9BEJ5KY/wx7q13t9nf8yy2Zq2e4dL0+apofDpXfPddt+PuO2//sq/RHA8uZvCb4z4jDQMuvfLJAFABkK3v1f/HAnDpmc0mjWmg6OxnQfXYE3aVb3vQTsIy7ft1ImNqkpYY3bMv11WVIXofT5DioD3B4JQLJmVsJURiVGcYP4g9X73Ob6+WcfNY69+1lq3AN3kOQct+ltIyYlQWBrd8/jNn8uWco4sZ/Oa4z9ja3saLX/YqxGGpQAZCYSBzy5ZY9OJl9OWkZ4A+R7u/xMONTif2VX2GZ+AxKSRdWIdmhOC3jyZqZu5Kb4hlf0kzwZhAIU4AEIAuMNogJigG/eq8BakzU+0Jk/2AuvU0va/Zhz9p1A1y/m//47abv/BAXq45HkDM4DfHfUaMCdc/+zm48SVfhWCGAQKgsCAzIxcHwE4EvR/DCXVw8f6e/4hdStL3w5y8qAQHJhMYLobRzM4zrwAKEaBgzO/Uh49ctsIMCEO4mRX0YMWbvcNO8+f3G+Jel+ZNIPWYynn2hjPKgWJtAFD3xGUPYM5xpmIGvznuM4gIl11+Bd70jd+C8y+81La6KXPKtQzWr8JT2QfQiaPr9/V+G2ACsl9SpL+sMGCAiwpSm0SBy43bzyvo+bhd9P7elCDZQ1TIpjZPdE+JOVX7ik0/HvIsdIJvHZmyIe25t3Os92X3aU81xIDjJ879Mq/QHA825tneOb5shBhx/JxzcfDIES3gvO/HEQgmbWEApI7MIkBKUYf/hbQcZgXCEIJ+4pIaeoppBWGZmBIKAJt1VQUxS6DYmWDrHxIRSsmIpGsuc+6s6YsASZ2eNQEjUIgQEw83gNafxZQU/JyAcB0hN2wTERTRfSB7Mj1qpa7ZP9jh96W/NPBuTw9CAiEB2W0JhGuvfy6ufebzzuyLOUeNGfzmuF+hly1ZhgfEABRmBLaEjAFQQCFDQu/Bea8MqEvBKYTG74qSHbooXL9JTNDNbAAkKngRARLg3noxmvwGRXV24xqEhbK9Yns6oCSMMOn+Xdgkh5WqmxkgQEhpALuXXkv+qq6w/o5JYVz32CCQ0Xp9G3ey+ff+n8w2MmfcNwmuecYNWCyX+OJnP4ULL33Sg3vh5rjXIJkl5HPMMcdZGHPPb4455jgrYwa/OeaY46yMGfzmmGOOszJm8JtjjjnOypjBb4455jgrYwa/OeaY46yMGfzmmGOOszJm8JtjjjnOypjBb4455jgr4/8HWHn4IQiircMAAAAASUVORK5CYII=\n", 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1OgLVilonHF2+jDvuvgcG6rg1tO0G7/jtvwO/93/6k4npH9rnWzus/OdJY2YlWG34vM1bXH36CTz76IOJKYiEu9lskgtoEGAj7B3iZy/6frnKOUfW7ZPfaBQcnv4h7MWA6eCJB2K8tM/uSrEWD4DBU4kVoeT+27toeK+pndI7L5CUTR1Uq0nlxdVXzB1TLehtjb7ZiIC/3Yj3FRpgxm0PwgvmVgoNdhWoVxEVQqGKXhoKq3oo9XHh0JQnSftV1ei8QlV0U0rF2c2buHbleVex9XlG25zjznvegJPr13aYQp2mA4L4PGkHpPB50ubtBve9/6fw3GMPIVwfhVm88MxTODu5LhK9+f8zsJ1Ffy4XIjwlzTOmNbTWHRGYDz2AiCNI/7IhmUjVJPZ3Yj6lFkyJKAVPGZGC/TSi7MFiGOi78qoxmK2pzcAQg/XRvI+sLRGDfA/MXeIXZg1g62pDsCC57bkEt2305/nJTczbDc5PTzFvt+KlVCsmt6lEWgyzuYAItUwgqmBu6Jrmo/Wm108+ZnNTtVbXx6jry6BphbI6Eu+uOvlk9tYc5fTWwa2hz1sc33EH7nnzm4XhdUNZjLe/87fh6//k/4zV+ug3vPcO7dZqB6RwmzZHBkr85s05rjz5GJ595AEAQVSdYFMBSI2rMNqRvYAw3Kd/jdKqq3RUq7/wOjLiFf718s9cRYmQmBLvvMv6m/X8+9syCd3iW33/i8lD+94RfysDBMClgIl16nQmmAEcYVqtUGpBb5JJtdaCtt2qN1FNDDJFaye1WJ5jUEFh8XAidgu/f7/DJKk4KihqxM/jyGti00ul4PTGdVy/8qxco3uHwFgdHeHk+nWsj8QbrdR6QA63aTsghdu0bc/P8JGffS+uPvmY0qmOa888ic3pyUKVkiRl+Q2S/kek4NabexONbo3iodRbh2nujciYtNya5A8idYMcvIzcWygCtuz3UhZIQQlwRgT+eUYKbqzeR6hGBNF5RAiGEiyieemVs5wn5hTP0FnnqcMiplkRh9ld5s0GvTWc3ryBebPB5uwEbd76WCQHlM5Pqc40p9WRGLBZbBltntHa7OM04m/j8yjqaY0yrVHXx1gdX1ZmU5wBd+7qUdXR5iZ6wN7R24x5ez7MfSFJo3HvF36RMPHOeNuXfTm+/pv+Z6yPL734Rjy0W64dkMJt0pgZ83bjLpzbs1NceeJRPPPI/QCSTj7r+nMzyTeFBshnavDNRl3AoEF8joQimMDpBRIWQImQAUBxlVB64B5JedkW1/tL5KN9Onb3LPLf87BHBDJOyUXoRCV01adxYTA6mIswQQiCAOA5mEopwSCmCdwFPTgz9lcHA4SmyqilojOByDy9YiykEc7B0vVRyrCqcUEOo7uZNCy5RwxpRB1hlyCcn9zEI5/82KBiO7l+XdRnzKi14uj4UngzHdot2w5I4TZpm7NT3Pez/xHXnnlKCFVvuPr049icniaCEzpiD+7KxBImOQvhkJoCo2EaMD5AaN2+H7eQS95aA8FtCKrOIPVSogUDIPM8KoRaRoJsqpaqNgXpx4gUnIgt+pvoaPo52g2GSGbmoW/7jojPW++BDCCSfE+G5JhnQVTbzRa9zTg7FcQwb6VQT1eGURQlkKb9WK2OMdUVNK4bngRQ50/QTdcxJhfgugLVFepqjWl9DFAB+/zW5BnW1S7UNR3JjHkbAYtEBVMtglSa2k9aw+r4Eu7+gi/EvJ3xwpWrePtXfCX+1P/9L+DyXXftzNWh3VrtgBRu0cbMop9mQQab0xM899jDeP7xhwGERL+UfrP3il4BJCbhf9tfLym1Z/32/n4GgTVkMaqA8vOCEMszs9rmxfqSEcLotwRY8qMlQ7hIHroIMSzH5H1iqPeR5EIaZGXy/4AZmFYMrgW9HyujAxoVKSTUExK74P3ZZlCoYG4NzLOmw0jry6zM39yBGYyiVdl17vXaWPGwNdjUyHKVQC8kYz69cR3PPPUUzk5O8eyTT+P05g3ceOGq97XUgvXR8QE53ILtwBRu0bY5PcFHfvY/4vrzzwEQ6e3688+qtKwHfYfoLVUuRhyFLGS0YF45L22QBeCJpvX+9D9/78IY6n/vJXhyz4BhWLxhOnW/ztNgqOup9HNB0PUJFzGEpYfUb6SN7FOaG+Z3vqnST1rBYjp6P8Z2faSV5ZrbaDiplWpKFOgME3BbwnpagY+AeTtjdiGBUac16upI7AqrNaJH8Qz7y9RH3d6r82gpNWqtkuK7i8LJPLDAyuBLxRMPPoB//Nf+31itV5gq4W1f+g78iT/3/8Cd97zhNzSnh/batwNTuEUas6gmDPZvTk/xzCMP4YoakkWgy+oTlWbjAelpiYA6cdTLYOqWl8cUTLc+StOmtB4JPpINYSn9jp+RGzbMBsC0K91H3whmCM+MYbRsvDhDeFntZVwXw9pv7C5F5oZohcISfFZK8cpybZ6VQXR0DgZYNKCP2ZiCuvFSAVCUkYtTAPfuEdESHFhh6cJ1OkEIY/uLjdHtPtlTCRlxyncn167ho7/w8yAC1quCG1efx8m1F7Bar+WqUrBarQ/I4RZoB6Zwi7Tzk5v46M/9DG5eu4reG9p2ixtXngcPRzVLgfvk2EVb2hPss8QQgMjbsySgLtn73/LeMDgbAYxo5Szxvpg6SL6LpHikNZfliQxiS51R9ENRebj9G8bg9ts77PPWeur78v0vPXfpDuNjw73L95sarVZV0ayOUWtzZlBoQp8sVoJBVMXYr4S5+ABJU4DIYEudsD4izNsNZvN8YqlpDY2pcM+pbJW/aGwEgDt6Y8wQmwh3RTN9RucG87QqhdBLEkCI8Nzjj+JH/u7/B+vjY6xWE970ti/CH/rT34k73/CmF5/XQ3vN24EpvE6bGGpnpz2bs1M88/ADeOHZp9G0tOTQkpTt8rERbFOzZF04XJ6X9+l1vGAIi06N1NOIMGiHIRAJoShckBHAkiHse8+++ISMMnJ/Y2zBCHYRwnBX+jwzuZdgAuONfr/0N39stoZ9Y8lNeltrRSdjaKqOUTuRXEIIVRoclbG+2FKEG3LIaT5EDdXdeL7DFNzWwW7AzmO0v3oXl9VgLLZz9AqLwE5PPb1xHR//5f+KWguOjtb4wnd8JX7PH/82HF26bBMj+aPogBxeb+3AFF6n7ezmdXziA/8Fpzeug4gwbza4ee2q65uBXUleDLPw3026NnKTqs0ApAbIfSqEhQdPdlEENGMoMyjRZNNNU4ETslqq2zY4bndd9fBs7BLQMYgt5VQa1FPk+hDDPYO0vhjePuF4ZA7sfYx5W07PUqVmhDk/K4jkS/EbIoniZpX+ox41EqEfCbjVVGhNvY8A93oiAH3eYN6eo66OUFddvLNKdf1gZ46UJ0San6pp37spBQFIfIR4Hc0wxwZAPKTKJFHZjTvmDdJGsLmUTXL1mafwk//k72J9fAm1FNz95rfg677l/4q73njvi0/Oob3q7cAUXmeN9bBuTk/x1IP34+bV5+0bzPN2rzpix2MnKZDMlx7+iXiluHcJQsdsuuoLG5ET+eVV2T00iKSoi3LqCNeR79EtX6R2iV8dl8RNQ+fTx3uMzvmWfZ8uBOUARQ68gjCP/WW/J79/H5O7qBEVoHQULpC6OkJMjSmYC6ol7LPUGNxndPTFsywFyQxQQakrABVFkQWBRaXUZgDkKbfVIJGUkAyzYRnq4LxxKFyNOUn8Zocw7ycAOD+5gU9/8BdARJimCW/+ot+Cr/nDfwKX7rwbdVq9tLru0F61dmAKr7N2ev0aPv6B9+PG1Ss4u3l9kGB5QZwkOpiSzl997bOEbYpuayp1kzEH8MAQBoKfEUP6nZnBrcE8hSRjdsQYZK0OAC/EU/T6fP5/I8RgJLQmyeq/Ep+PP3PLRFzLcRaT+ncl/7h2vHc3fiGQwhjk9uJjWaptCAVESra7xHh0supt8oJSKrh38S6a1qDaMHVGa7NkaZ1WmKcJ87wFbbeoqzVWq0lHG+S+FMI0BcMRQ7Wk5zY7S6CCfU33ndoS2CHRwuakqiUGJP26rtPNq8/hp//l/4I3ve2L8bV//NsPiOF11A5M4TVuhgysnZ+e4In7P4mbV6+g1pVdNRCurDYaA8CUOLGhg1HtI9+ZkgXLMzw8e/n3fl/5IITSH0MGZiQ1QsRSX8yvHW0L+z2KlmghYgKwJLgZCS3mYl8zvMHgnbkb2l60sTtpo01hOWe76GDHDZbzEDSKnMUDqVBFB4OKlDdldMCQQ6moVMBFEIVI/rFPmFnrYFdFHyog6N6ohkK0ZKrvs0W8ouMzY4YIJiX2DUWn9lm+xwdtPxQ5nJ3i/g/9Iq489cX4qv/zH8WlO+/xuSx1OiCH17AdmMJr3G5evYL7/st/wvnpCWqdsN1ucHbjhn6bdNMK1SmllR4ZQiJKqssX1e6ODgSiM7bvdl1OX8xdNCKMCUDdoc+ApZeWp7fOAIqoJaj4vfm5+wgAq4okB7/tqmOAJd2lwfaw89RgKiRsoZMwyqwVsfezvSS9Twrn7FMDKWqigq46eQxdW6qYFqonv1/iGZqmjxD7QkJEOt7eO9A0HXcXL6PWZy2GVCUSWusnlDopI0muqW6bkOp3ljV1bjNKFeNAVVdWH696M20352id0ScIswEJw0EwAxlr1/iGriqqDnRRJxbIGG5evYL3/+j/iuPLd4BKxeW77sHXfMOfwN1v+oI9c3xor0Y7MIVXuTFHSgQAOLt5A4987CM4uf5CVPOyhGhyR1JJGCF8MSkqjKPZnhASWyCF/XKsXr9gBlktIiqjon2rOzaDfH1hQmcoUcr5jxL5uGA8YzT08MXOPTEvOShuaWWmNBHQ/nNivSNTiE+yCm8/Q/DfiFCUMbFp8Bf3jH/G8xlSSCg/zwX7xEw8k6zGNli5TsuIm9OTg6Q6nBQumkS1CERhJE1T3lsD9PrexUmh1qp8NNRtrc1C5JlRC1CmjU2NM0Lvb1KPMZsDQEKqzDg/O8EDv/7LIGVOd7/5Lfg//d4/iDvufqNPTxnOw6F9rtuBKbzK7cbzz+JjP//TOD89Qe8dm9NTbE5uDqUZvbIZhwrG9MrM7PmIXtx9VM54JndkHjtEIGZ0FuuCubjuUx3tUx+VYtG54ilTisQKLAm4u1jqR1aXWCq0LSXp8b0xjousv3JdrVXHJLrroigJySMLrJ457n0VPQTC/dPVWyzogYg0wWBmDIGY9rYEAOwumScbwi7S4MXvBIsm1rGxxRws79U1q0CB1pnQqnZUJHitMwtaKzY/yrBK7KPWmidSlDmdUEiItHkqiSBAKK0C6JgbY54bNrUKWtFIapsbZqlVYXU1aEcV5xOCzg3UGdQLTq6/gJ//iX+J48t3AkQ4vnwHvvoP/THcc+9b98/3ob3i7cAUXqVmCOH0xjU89JEP4uTaC3ooCdM0Rnq6lDf8DYRBsA8GSuwjoguJXBUUg9KCSAOglHqZx05+3Iupkvx1e2y0RgPCNVTVTgjmIJ93OEVOc3UhOkiMIaRho+iLWg3WIQLIiHui72ZIDZdb/Z0A6susqIFGLjIksxpqCAzNHOLX72u8b/2s15q4jtO1S9dZ77YF8EGYgqXfrtOEuTV0NESKbQweYcvnkjLWwW1Y4YpVhOt9BaaOwhyG+n1G6WQzWWbc0iE4w5O/O7Znp3jg139F5rcU3HHPG/Fbf9fX4a433queWAfE8LluB6bwKrXrzz2Dj//8T+PG889ie3amENsyoLHr/wsV1DIN6o/lOVhK0rwvk2n+RyM7yAbRQoTGIcmKzryG1LzvndqEuBj/IVdXdZccvZOjMdK7bl5SoXoY5Mlkx5DnFc+Smr1aMsNgNrXN+I69Y0jMKQf8GTH3DoEgieDCq6v3kaEMhJ9KlN7E/nkcjOtAIv4QRKNqH6iaJzM8J9y1uhBQEsEvihJKrZi0/rMxyuykYHMpAosgBzFuz94ZRqjBYEZsUoS1PUffnqNtz6U2BCszdLyT1YTxP1kki8coAtZKjD3FRmNzeoJfeu+P455734qv+v3fgDd8wQExfK7bgSl8jpsRpdPrL+CBD/0Szm/eAFF1yZySZG7EkVx9dLFLIBkRlJfkL0aGALiqJi7NqhD9d4E0l6XikVEQeo9iNEGwCphnmFrGhPvUQX/uPuUR6U3ZNTa00EHcM9G3uYj7IqZ5SbxTF0KSd6I3fm99MSLHPp6LXU4NGVxkq8kvDwaBRAgZzDqXpbpaJjMEokhWB/X06qreIa3zTJZSBECtscH2enoxtBhSxEEYIl2qhLwxA30GmqQC762JJWXYitltGOMc+97V//h+GOd13m7wwId/FZfvvgfv/Or/Hne/+V6Yw8KhfW7agSl8jtv1557GJz7wflx//lnMm3M97CqNWu58qqIHVmmst1nh/n79dZGw4QvVD5MGA5nx8SJptfWu7rA8oAkhCCGBXuT9IyqunpiGehfVAtCE0kkrs6lxctGPbDy1+AZ7vzEN0ZJpXYZqxNJUG5RsB6Yzp+HRg5dT+tvITx9JVfxVSKVZkWpdzTUsBe/MqzEhe4kxEsCIuRHcWNdgnOzXgQoKGDSJCF1qKt+JSGcRhgveIcggcvsC9jCqzBREwBfibAWC6lTVhtVlqonQu3gloU44Wq2xWa1xfLTGFsC82ZpGyGcT/tywz3Av6pDWgcLxN3egA4wOVhTLXEBFEkD+6n/6P3DPF7wV7/66P4Q3fMHbcGifm3ZgCq9wG3T9AE6uvYDP/OovYHMibqauA4dJ18UlPPtcpDYWNVI82H81Y+igyk+UzUpedk1bwAsDLQbib0Vl9HOCFqLn4ZaIQFYqZGoayhXUVDVBBVQJQgJIEqkt1FExnotUK6GPDm4BV4EMtoQBF+22sBmMXk+jAif3zzLMJtRhPv7aj0AR8Y6ReS9YjYMZgqkLAwlyuk7HQSMjM3QgyLL4WASVcLwyrYWhzpzQcGEv971k6CAHPZZa1EtptulTJ4EClIpVnbCeJqymCdw65s026cHGecgxGb5/uAOd4mdnYRKKEmW+5O95c477P/wruHTnPfjyd38N7n7zW+LpewSWQ/vNtwNTeIXbtWeexKd/+efR24xSJ5y8cAXz9nzQy/ohrxGEZOoiZkIhUdT3eV4QHv3lYt0EAElgRsTOcACoGyyGww829U8Z1DxMXVUaUBVRqIyyJw0pYpEuJRWV99eIS0VRCTqQSzCTTKgz0ReCAKDLmDzdQkekVRgQwL64jZyLKJijG1h9ZHmOR9SSr4/xsquf4M8gj63gbsQ65i6ip3cbqzqx1hLPYPZKdWavcT29orKl+rD4/FEwFbtkUP8sXq5rYV5uRHlORuY3TRMaAX1aYXV0hDvvvBNn9Qzbs/OlrtDnjjiYkhD/6IPZEhwpkBgZiLuemuJgaHt+hg+977349K/9IsCEabXGb/89X483vvUL987rof3G24EpvELNDvvNq1fw6V/+OczbDVartZRL1PKGxhiysS/URCndAoc+PFQPe89ber/8JJL7BHiQqzS4h/TNyRDsEqhJnQwwEzLjsC4ZcyBQcvnP6poMX4SyUCmgru6RnZ05EViZoipsEv20PhmC6QvCzGBNmQATJzEyhIjVCG2OvjWBjpfgrWludz1/fOiDRJzsL+m/S2a1+/zdzwbbQS5BGhfsUecpE87pybW7S5ad58GuMxWeCwG6JiMzIzGAg9FqxTStcOnSJXBntV0t82LF+4w5+D7J0+kIO346YqCw+bTtBg98+FcgXIWwPr6M3/Lf/A684S1vizk4tM+qHZjCK9ReePoJfPqXfw7Xn3sabd7q3pbNXYoZKQX+h+unMoPOSQWjUr0RRpCrzbtmNXVPkp1emH841A1R1VF64IhCLSHoQN5viMXVNsld0SiDEXTvZ1IXDY2cJGuPJJq1cAWRqav0Oz3/JjgCAzAapHfVpAeKKKZC2Z/qw5+xIBJZ8geC2HgUtorV3YbOGNX1SV1DDC/+k42qRABXRQvp+xgXeQW5pdHaVHpjCpM8n4ZQ9Flq+7C/q9fBLvpZcvnc23hEjwkNCnKNWbVx11JAXFEVKdxxz91AIUzPWhCc3+DnwMfBIwozdZow7O6fA7oxBBQBYDeGi/pMPJfmzQYf+bn34dFPfRy/7Xf9DwfE8Aq0A1P4LJsRmRtXnsUnfuFnMG82KGVyH3NhBkp6ShkIphRPwSjm2zOZwU74lbgrUzCvEn8URz/k/tFF1b4p/v6soiFXUWT7A2VkoUXdGZHiIt5PTqhcPlaUYlJ6KZrO2VVIobrpzCjM6GDJabdPakYiuDDdRiaYDjH8Dht5ZnZApJfWiUoqmUBLRtAGVY+tSUILJvTus1mUUjV7aRBkQ4k2j4EAg3EE04q4gMw0vEwqEiNyDzAIM6jF35V3QFb9xRzszrfFMeR3OU4wtZQyn2la49Idl9HmWSOgI7X2+PjsJpynNaEG0xUmpABA4yRIGbLdI71q8xYPfOTXcHTpMr74K3/rATG8Au3AFD7L9sLTT+D+D/4Crj37pErSNAjRbhi0n0S6oWEnG7kwCqAHG6G2GIgYQ1RBxJn2AZB0yUkL43poUFYPsacNKLX6ITei7vdY2UgAvZPmB5LPOosvOaEEHR4UEVmdU0RaNt/7Ihri3tug6gi7RUjL9jTpM3ka6eLXB3MIA60RoyAcTtT26YtMRaKMxl0vB2K15578MTOojnNu8yt1jccbnBEnZwAbb0YK2S3X7suMQ4gzAT32U9gTzOso3x/zGz9jb0l9jZSyZDn0gSizRk1LmozVeoXjS8eYNwXbzVkgBKadOdRtH+qhLszAAim5yN+kKiKVHgAVRmT/91hz7pi3G3zsF34OTzzwGbzzv/vdeNMBMfym24Ep/Abb0lB4/fln8PH/+tOYN+dJNYPFYU5G0aXqxU4I4KkGPAWE2xYWVEhhfWYAgDIFDkO2oZRSiz7HcuNYxGpOoxDjEgSj0ho0MZ0dXPuUgWK6XlMTaCctS6sZoolEjUL62M5iCA8B39QfMW4nXDZFpXgivVGtsmRCWUJNDCGTuD1zF+sCBApIV+kYzRspq0DsPlPPQfsrSMSistKjlDGHraINxN5fndZ8HPf4N5USjGfx/aCP23kw+98eppb3QRbtyQT4YGCFCKw5i6bVCkfHaxAY8+YsIYBdjuAIJzOZbswAijZSvQ1Ta+k6O7NM8ymI4UNYHX8Sb/uyL8cb3zK6rB6Qw8tvB6bwG2xXnnwUD/76LzsBv/7cM5qyGFBdhKtFiNNBJc3Tgwzh5Z580G3TA8EUijMVQwqR796ZgF3PoZqJ1Bk8vIe5QzJshKeLtXBPDemaM2GCZcZUNRDMGK59gwZfYSRygOY70toK4oWUiDopeqECIoltCGZlvv2seXYgKrJC6pnjvVU7DESSRXIrXTBz9C4sTnP891rdQ4Y7O8Eqtn7YJSzDOplkDKvYJsyCyYrW+DSAtPY0OxE2hsWY59l157af/NYFUpDPJFbEGZ3r3Bd2lgXxHxZW96oz4HGmEoM0GUafR6SorWA1rXDHnXeh1oqzmzcdcTCbfcI2ld0LRZrpbSyr5faezuIJRxk55I6Z95V4LaFKjM8nfukDeOL+T/uZ+4qv+hq86W1fhEN7ee3AFF5ms4P4wjNP4r6ffa+4i6bjY1JijsPloKauTgCA3oyYjITGEYW7M0Zz/EFaREfTJQPZo0muks/DPdGEWXuGxUEUrn5Y90qp9vkg7dHwOSOK5zAzOpsBNT93NAhzqUr48+gIRFVVWhJJ23tXJpD88Zv0vXcN6KLufbL5M8LFilrYEEMeVypuT6w+8joGJ9YCh6KLiTkumYy7HDO5Nxk4IRVDkTQSRyo1kTpGKT3NWazpXk8j75ZdG8gm2IHDsZHhO2DICHGBoJIePz/T3k8AWGs71GmFS3femeYH+m8UDNJQMSBmGK+I/casjECRw2iYTn21/clAn2fc/+EPyttKwbRa4c1f9CVugD4ghpduB6bwMtvzTzyChz78K7j61OPorQ+aBWsZ0uYN714VSnishRpGbrQNv9QlczO1jRjhTE2U3pok6kV/4mXIFKGz5uwvyZtpofpyCVjvdx20SoeOSjiMkszsaoDRjTN65dJsOtxu0ObiKKdSAYpWFWtbEOUI65rGI/8R11tBbaxcwKV+I26cCH5mhJrEyWYgo64QrMNTKMcSGBH3PZFVOD5nOnrK6M1UMNVmQZln96ENa6H9NJtDnjvbfLskbzn/8VxeXOZrtZibgUlACXf6qNYCXlUcHR+hty3WR2u0baQ6iXdwrJn2dh+RdlkqoURA3Vn1GXKNCQQEoIN723kQ94bP/Nov4fknHsU73v3VePMXfvHe+Ti0aAem8BLNDsrVJx/Dr//0T6K3FvA8bXID33Zs9h5PZriD/yBFjTpyRhtObJTZVGZgRtgyviXy/CwkIiVW9omV6+yQ55mNQe7dpyLhgQB6kRxVG/U+Vo9jHlVSJjFHszgErSvBpqcmQQkEwCK9dQDNZicZUUONEXPr7pdqU/GEcpmAh5gc/TL1SAA9yFQHg7OfWZ8/qHogWWcH3T8DOYNoMAVV/ZWiRDbmlrnE/Dof1zVbMjQ2ISItcGZ2+ogArTqjye5kiG+0Aezmg6KBlbCjH0uud3RJmcJa0l5YfE70JP80tLFHcufxehdG7PwgBsU6l8KUu38vz5Z9+cBHfg0PfewjeMNb3uZqpANiuLgdmMJLtOcefxgPfvhXcOWJR9VTBDBi4i6jLh3KvzIQBnaa4PBddaFs+XSysojZPVJGKdGIFokLYpJ+R1VBeM906uLOjRnUS6J48VzzmHJ1j/2XjRnlmAV9T1HjNTOAoqoYvT7SpqbXUeiiE/FiRCI2C3xyyRxAEw2zIKMFyhJ9fahknNiakdsCvpq401qpSnOt5YGxprFroJ+pl8wuk+cgE/2d5ojCvKqMhmeFoM2PobwkIGgkt0nDrlJJqid/XleG3BmlBpE3xlHY7CrjmhuT3sEQ3BcoYck8Oe3bNGAIo6ylYLVa4Y677sTm7Aw3rs3OcCz3acYJxtDNVqCzEvve0VvX9FMN4K5rq/PBUM6rz2MpV8oIHAHt84P3fQjXn38Ov+W/+R0HxPAi7cAUXqI9//jD+OB7fxxSTMbSUch3+whDSLOGCMj1ntnGYETGjbTamBmtt0EStGbxCUYIm6qR2N5pPeDuBM6laIfy6gZaih86puJBViYpBjIYq6oNXjB6KEnzHnNrmmJDmaN7C2GHIUk3OVIe6DSE5A2YsdLVdcyhooGzGkSCOGUIpaCsJiUYYnsRtZJDtORBM5YUlXelehU6LVZ32tZo6QkUzTqofSsEcPGEgJmFJ5IFmMpKBpAet4B56ePeo/COCREDo9c9uF8avygLLXvvOP3M49uHAgtJzq3VaoXLd96JWitu3rixq9IZ5iBeEvtq7KPIYF2Egy5IqxA5s3ZARXDUCRqdC8wG9MB9v45HPvkx3PWmNx+Ywou0A1O4oD376IN46L4P4tlHHxpUErv/ANPHh8999c8AAOoyyJrLpVDxgwCE2scIA+m7QiUwqgMcrZTiHk7BFIDWlKA3TbucchdlvbDFKdg7Qjc+ejeF2shcW4PJhI69KtHWmsHbDVhTOJN6ORGAUsmHk5GQpfQotSZBlYIx9C6F65WRKQtwiTw3ZkaftTqdEvmeGFwwZHIVhgic9l1MeVZdcCKY9h2VHBzHGtMBUYNFnHZcn9bJhINMem0fWaCizHQH8RhrYijTmIBlNjVeE8gz/Z2YnPVnn93H3rMfTcC/o7SPjQGVWnF8+TIAYLVaoc00vMecBgD10ANQBxQ19g+A50BCL+LNVcTbiErNF/saFd3n+7Ac946HP/4R3Lx2FV/yrt9+8Era0w5M4YL2zCMP4Bd/8sdEEiINREoMYMkQQl0QKRhcclUPCvEKimCmYiqC3lx9Y83cM6PlimvySa2pOlu+twchNRydjclCTrQQS1HHTTYpeExxkYmGETXuXctbxlvF8FzAKhW3WYLTqFaPfq0yMMD11UEsW2uSr6mMkrsRoS6isTIHJVeUUkgP0idr/WIOorksg6m/l+iSMtykw/b5WKpM0lyw1XMwwiXoTBIJjt4+w5TZECiIpCE+W/+BYOv4nfix7YdFFb7UhmSGy3HlCVamt18lxp7mw5CIoRe7PEv4pRZcuuMyiIBptQLAWu415i3vJx/3njfnfhMQyLYzqFgAJXl/ZC1MJRXTnEEZM+PB+34dD3/io7h81z0HprCnHZjCoj3zyAN46KMfwjMP358komGL7ahR3N1SRTLWgxQ6YCPSmuDN3DFdyhfiLLWPk7EUiaKYJKlMQTa76dFHvb+kkYDrmE19kwmOEZ3Is7OwGxANqoncwntIIbtJZqWg0gqsxvjOXRmeqomUSVin3MaghecxEUpCPjEHSerTLKlSm6KiTppbaZqC0WT+oIVi7CMzshtxm5vYW0zmdJWZDM4JHpU6rIMTKydwuu5QY7nWPY6aGMpcjLBhnGtmODJ0hpCl3SXlHLU9cDdaTRTI/rMPNiifC12TmItEpNNPl9b1XzFU4J2QfhcrH0oFxMBqvcZdb7gHm/Nz3Lz2QiAwLJjjnhZLHxeZGgnQVOwwe0/UYBCkp0GZqa6GBVPamEywefSTH8Ppjet4+zt/24E5pHZgCov25IOfxn/9iX8BMI9S/4KgZo8T+5811l3vh8+k1W6pgHs64CQlE0vBan0EELnLKftBNQKEJc0LCRdw46h7IZVRmlv2X4RPBoi1hvF47fCspCKz7K5G7I28UamCiqig9I553mJus6s6iAi9TpEdVtN7d+7q1UXgququRBhCzaMEu3X0bQcVybxapwl1mnSsYc8RNdI8SOSuelHC37bdmWtWCwXNNvVYUhOleSm6xu6lBGiEsRRKQsewBqIy2aWI4X+/eB+nflkuorQ+TsDNPqNlQwH2xIrEXT/T/ZjuNea4jyEMfXNBZJk11VRiBbVOzlDXAO554xtxfnqKs5Ob4v7Me+Ik9raExn1N4DYDpqbrUAEUj8shZqmtXaeEIJNYkRAFmPHAfR/Cgx/9MI4u33FgCqkdmIK2px9+AI984iN44v5PpGjbsS3h9T4vFEEJBDbDrhL2TGPCCA3NH6N5cFw81ZxCVmwelp6iqLCano10wBStiGC4e+rsoBn5GoggeO9BjeI6e5qiAygDI+0TagFVRtVxttbQ1Qjd5i26SZVsen15XO8SO9GLVvdyAqyiZVIXyaMJ4IbeGNtz1qL1a4AIZZL7ze7CqkqplcGdQNVUMImAIpL9pSnFoIzgpkzY+kaJoMeVRfvauUnSvzSPrnICEhHeN70iCWeVjewlYaaGLCNgUFOKaHZWUvWVGF3t5Wmd9Kd71WUkhPg+zYavSfpyQCHRd8JqvQb3juNLlzBvt9huNzuMDIXAjaXyWsnPJZ/78KrSfcId1CW1BVHxnUxd90jZCgKuWuu8EAoLIk+L4ON57FMfx+bsFF/05e88GKBxYAreHv/Mx/GzP/b/C2mGTJqCHqSQtKWFkdIas7kAJr9pqJSTzppHvJJ4v1TdvE0lw6nqsviB1BxCKqG11tN5VAMoJzRQDAX0QU/tKpv4U3/vntE0H1qr4GbjdkJmz/R3joSEzOtIUzhjc+51fBlbJWhNonm9xKQgnXm7kYNe+0A4iYr/k76ZJN3R54Y+b6Sm8ZHadWoUsrc1FYRQwWpHEXdOQRK96ftKCorzSdL1BsAchDEM5OPeIEStjJ5sG1mAyEx7ZAzBnM1VOFdo88ylpHUWiMAt+ulIiCxFh9rCTFLm2FYEIbDdbRW+6XzMuTHtYxp7hA8d//roCESEy3feic35GeYXFkxBKX0niSovpSxs84FO7Qa3pQCact6EhViDmQili9BR6pRS0QPhdBFz/8B9H8ID930I/8Mf/5YDU8CBKeDphx/Ao5+8D4996mN7pWuT8d3Y5Yeb0/cBSTPhdRfSKgXWZ+4Ibxlyic68MEzXbj70y2A0lZ/096Tv9UxzBE3yr5iZvE82BgbEEK3jI4qDaERpFxGl+VA1VqCfJVMQSbUDgmgUTZQ6uTpH0EVFcaRj5T8JS28iVzeAtBh99XkPpsza7wJT7fBm499Q6qU823IDmTRuDHBUVxiCcKnViKarBNnLRy7VS6JCHAl/36Oiy9+Ljr8PvTYVUtf05TAGyuGOKnU6/MkuqDAgcRc6T5EnSVKV57oZFpshtFhtI8ViJVhlGJmEbCAe94le4cJJQZ0qLl2+jForNufnaPOMpQ0sBBypkTA8T/dPXuludqLkZCCfN1dn9lYwWZBpFzTBlhJFOumbq7MIWY99+pOYt1t84Tu+Evd+0dvx+do+75nCo5/6KN73Iz+EwQ6gB7J3yfHfmUVWX0h7ISUqgTR8a9KNpkeuZQKXjqY+/IUqGCz59tUYC0uvDd2kCKZQp6qPJT0Vlg8mH1YSSS5Qsd+TJfysPwak1kFIWkbgKB04g/KJYDqj1O8TahFptkdwmCKGOq0wz1tJV8GW0llQjpTaVKRvKGp4r6gArHSp21XIUlBHP6wYUNtudYDyjFrM/TatMVnNAmCaJoCAZnYZm6NmPv+mdgnVh9mKRi8kYfSMQHPw7o1MYlib3lP6EkYWHDweoYtR3WJMpJBSRD8TQmiwd7A+W+6ryhOaMhqLkM5My5wrAh3bNRchHZ1NF04seK4CoGmFO+66C+ujI2zOTrHdbHB+drpADOmnCTqA78OoUDhm+7X+WO2H1sW4jzbL2tZJ1644oyg6UaxnyZkeGJ/58AfxwH0fwu/5n775wBQ+H9tTD92PRz/9MTz6iftcSq1lj5Sif+9DEf65EgPT7ZoOl7mjg1BVDQAKOkGZ4BmxGlxQocVS4OjDSmoaZF7qca2zEpiaiL97vKRLKfVncTj1KUhfYYgPZf1imJLQARdSvmVSKFTdUSpqFVjf2wbcK6h2V7uZftveIy6dkWK6u7oGmls/MSv7UeQ5NaeTRi5tikSg7R85I7YmEdspjXkX24AQ7pDSSyJUznRYAu7c+weJIRgzVNVk0QppVpEu1tTmM9amc0fVRHpCxBuoiAoShtxoEeeCMLD33kRw8dQfUHVnVtMY4kVafzP2w/uSGWHV8pzZaE2uslED9Ipxx113Y7uR1BdmZ7L7DIk5CmXzoIvF9fUeYvtsrlLwnq5l25yrg0dDqRNKFeN/mabBbdz3PUly+Mfv/xQA4G1f+uWfl8zh85YpPPixX8dP/8gPiXRKhFomz2JqqqIsrQndX7pnqljODP8fQ8uMi+5fSnGSEuU4WLDnp385pQIQyd/ihiCwonuJAKdAOKZqCL98jtMV78yjsINszCeN0TRQ9ruNN7hFPMtVO1Q0pqCJzl5vrrWCsMK83QhxIEJpVXIv1ZWgBi0UJIc1l5RkoHc0VT8VM8b7642xasoMva+ra2izftiywQy2cLQSzFlsFu7iyiwoRz2qeu9gzfXk85nmENByqEtBIhE8i0YvVcbSbS0dKcSqGqGTfwRPLUIRy+KorTPMvzbbj8z7TcElctesGA+lceS97uyF4rl5j06TkBFHiMxgslQuDFpNqLVgetObsN1s0FvHZrPB6ckNcLeCQnBhQ1AQuZuwISArhFQNaSf1avQSHrA44wS0LejtGKWuvEhTXR8JY6AaqdZBer4K7v/wB/HARz6E3/PH/uSBKXw+tCcfuh+P3/9JPPaZj0NOKWkW4yXBXxBtbSPkDSk1CRs7RDe3iOg033S7K+7xzW0ptAOuyA+Xyux5TQ+TEc8sI0PLgCJUJ1mdhP0ukote++uZRQIuXms37CTM5jseDKaoqkNHAjMWmw6+z1twGb2zjL55Cn7nQRbZDFgq5bCrhAplHLrqk63esKl3WoobACQimDXiGjE/TnBqldoB6v7YDDG0GXAPJApkYUmPrG+p+bwMapNRlTH+XKyG39eVEY/Rx86cfJ0Dpdh15HfZb+RX5oA9Iq3hPeyDGFdWgZVSNDvtmEG2d0FwDAlou3zXnVidb9Dmjbiq9i4ApogKtTBLFHOXgqaWNVZUkSOCH9a6qmpRIJon/StUJRqetcBTb0AvKAQ0i32AInUVoIgYTzz4GdTVCm/9ki/7vGIOn3dM4YGP/Cp+5sf+6Ui39TC23jXCNaT2pHHwQK+xCEpWoyQGQnq4YASzgDUPktChbKg1GIt0yBjzrP7YelmoMkZi0VoTveoszEGQcRxYWiIOYIdx7XOvzc2IBAAUiP0iS2peT9jngZ1IdDD6HHCDakWpE9q8RZu3QGkorPrxWtM7R9QiRGYGqKKwEMPemo8vsW7/TQKqDMWx2G86u+3AfP+NA9T0fvlYkEOZVposr4MwY9bYCiuwVMw33pwLTCUCjISdrF8j4Ryl81CTjdJ67EYPsIMYh80pKo8+M4r8nQsIpagqyW4w5ml9kRiOvC1Ge1RxNOt7hwua3W+CglUELDK/02qF7fk5Nucn2Jyd4+z0FGBLx1JViAB6mzW9hwkT4u5t3nqjIEeo0yT7YiX71dBYrRNKnTDPWwmmbA1MBQ1qD7IzaHYLIlBhfPrXP4j77/sQfs8f+aYDU7gd21MP348nH/wMnnjgU7BgKitkHxuaVbrIZAX+3UtJ1HE4FPDq77131VmzS62jWJvVBKqn5lDd9K6GQetK+I866hgN4AygO6F2RpcYVtaXxxBH//m9XkCs6qnZJCqVMJM+2WTQnnTnnB5ERCjTpKhDdfJtTmmk4UTLEAgjVHouy3NHbxFVPLov6lzYvNs1lp9KmUJjdUnVYjutNR+3vCuMtVbLoKf3LVU8UA+e0sWRYCfOQ6nyjopG56Unhr+PmRikUNATBN0mWZ/tPgc03JzQpvZhscBi17IkdqPdJu8Jm+vMFMTuFfWlx3my58ka8GqFy3feJQxiuxG3YnW1rlWLRBnq1ZrMnOZS1EkFPAwtIVoIowaAMk2CFiYG9YJpWun+k/taN9Wf6bB01XtHA+PJhx/AR3/x5/GWt/+Wzwvm8HnDFD79oV/Gz/7vPzyqG4CAo6oDFWOTbAsrA2Pq3SGDJwA/hRg3vv0kVBCTRvWaRCZSana/NKjf5tC/+7NYkruZB4q9IRN5c7MkIjXGqr56cYitSaQ2YOU4c1vOz+7YoshPrRVkMRVGrFw5DP97SdyoVjW+d5S5yvPaLP72LqlVTSyobpR6bxFhXJ8NySirRN702yODHLN01jo5YcxePZ5AT9FaqZH6GlCps3dFZWr3SEzI1EloEizXS5P9s0BgjKTmy9Niwoir5fa0hDyWl6iySYQXik/EtVTtDn1kcN4HMmasHmxJLRoBg4EojBGYG2+2fVGtskvMtqA1DoSBhUqtlII33nsvNmdnOLl+A5su7qqdmuTkYqCUCaVELAj1xGRJEUOaGJsDE56maYWiUe+dGZOql6bVGrVWZ/B9Ow+eV+ZK3LkDnfCpX/9VfPojv4av/YY/fmAKt3pjZkEID92PJx74tEgiwIKwu/yyo1IJ3Sur5B457oFwQTQoa1KzEXM3DCdCm6U709S23gYUYsxBDm9KhCeDCujs/dNxlKKMLHSjopZaMELaL/3tm7/8017vz6LwkGH7UhPCDaqLLK0aQSNCKROm1RqN4lC6wVuvbU1y8ksaDEgeGwBUJmUSobZiloho0z1nCTmP10VJdpYelcyy6gTixQQilWJ7KP2scpw+14zsKORqGNOlG8NezuXufOe+ku8XmWrzajOkIES6l4ZWlKFh3MJkz+x73mlzhlHICCYeSMADADU9S2YEF6ocKeZ2ZIowHK2ptte4827JkXR2cgNmx/Aqa1nJ6nMgZ8rWmP098DnyvQu5riDOjO2zUqt+DoAazDW7K8oTJgmNlCZcefpJPPKpj+PuN92Le95874XreKu325opAMAnfvUX8P5/88Nwr5QkyQPwXRoQ+KWemCQXGqNZ48B3JcxSYzZgdNH7nYyLtLsVv2pz15y3s0txTqAGwpyIMOKwuO2AMNxvCGOaJs/n9GL2g2G06X5r5je+o36CSIW0YLC7BEfGXqYVap2w3ZyhdWUMbqcoOhcbHYvqzosmzauiEpi0boJJ/FtV/5Qq47T4BCfKKcIYrCpBAiZN2b2dZ3AX7yAwixeSMfvELMxl1cZSV6QrD7c/oZuhVhCAr0ualzzPTgC9v4YeTHCBoy9Da7OSWBlvsockgcALGS1cru0nI1yyo7gQqS6+aDpzDSwj7KiMLmqDAdr6gXQC6wr1uOLNb3krttsNnn/6KUmF4VX8wlvK1YbK6SThXzBOAJ6S3mwSrEFppU4oROgcQkHvDevVCtMkXkllnhVly3fNveBgHcDjD3wa5ycneNdX/y7c/aY3v+wzdKu125IpCEJ4AE8/+iCefOh+9CaQFG5DSIQ0MYp9NoNBz5/+lhtI4ToNxE6+Whx+dnnaJTF7Y2cxoFn21KVqwdMQaCtFCDLn50OkaPaTo88hwCpbBaE2lLF0P10Sqfg8owbJ9ioHr6goa/PIGPP8yADH+TTkYPULJPJ1BWoNc9/CiJloL6p6ouj7e0enKDAkHiPR38zYuUsJUxBJUjj9zCTFUMLEvBiTsB1hBCYINpS470eV/jQKxmjZcbOhOLCU7ZcAdzKUi9Gbq2a6BT+Kvr3og3y/GaOhCx83PNccFuwZRojdLsQXP8YRpzPc8XsTyljXPR5UNMU2cOmOOzBtV9iencGq+fXeUXoTuV0ZNVgMwYULYAWefDZt/Uf1qmUXEOC0KzB5vY8Sq9I4UmpAacC0Xrvr+u3abkumAAAf+6Wfw3/5iX+lRChtcpc4zJvjpRkCEPaEQkWKnhCFznivrUF9r011oozIVEIoyW3QXDYbu6oqP6urTQIQCbrW6mqT/MY4jLb99R5lIlYURSpbGmMLgloQhl1gZBL5c8uPb7V5qWTbhEaC70mkFyowwCJfZX0q1keXMW83HqfQWeomTNNaVDFNPEfMGMnYgKiKoTnVsrAaE0LEOrZqU9hXg1rW1+ZK+u5eQSTBb601WGoIQFwqiXI+ophDTs82aVoISsdQXo58EtJPODEb5wzIW4I7S4U7UyNZbEBnoJqPkjyX1d5i/vnCHEeUaYyxazCZVxgsZbRFuLdTrGP+mVV+SOdGxmVuyqFyM6bPRFiv12ILqm9Gm7e4fuUKtpsNNuenEgQIksI6zOgkSQ0l5Yl4siWADgx7UR0tini12efzLKi0ZdtQjYj3Ugtaq9hst9hyCBDT0TEu330PVkdHuJ3bbcUUmBlPP/Ignn3iUTz96IPuSTLAXWAgpvtacqwciGbvHUwSvs9G0Nny3owER3uUVA4hOYanjlxjuVfMsh3qGiOa0aNdAzOCQKTDSESRFE7fne0Qw1jTB5kf5Wuzt8zSkEtKnIzwFCL09CT3SEoqDQsIFDVRd8RlWVcto+q8ORvm0tZln/oiJL/MzPYb0vs+Pbs+nCDqIblWXInNYL30GrKuLfXmjogYg1DiNg2E2gY7c2WIhKRcAMtcuYsvc3yv6h+XlbmDeYyEN/QkRDi6ZZ3t5obaIyCvDHMbDIxjGfKUWefjbwoXa1PjDPcQpf0lqVWmqYLAOLp0CVW903qbfQ2j2pzEGfTeJFA0qQhd0HINAMU8aL9cQNA+L+8JAaOCIalPOjNW6zWOLl3CNK12981t1G4rpgAA9/3Cz+ID7/k3uplyicwX16MH/IUShnC3BLSc45Dzv/g+t3tLydNpahYGc/MU2YAeavMmIpG8AYgRlaF1grVWM4CpFpf2jHBmHXFXyUcIVzAF8w4xb5emCcPEeDiigJBqE9E3WL5QJTkz6l0ytkJSUxQdIxOhmEE4zUhRP3RTUxjq6R3ynEKo00rSa8+SVbXPW5Q6YVqZdKbSnOaVctUYzJtIibrPkZfPcRWJqcAAMSS7vSExrjrp3FbRs8+zjTcI57Cf/BnaF+6gbv2M/WfpLEYquUQHDKoi8Yr6S5gbFUJvqh7xTLRBuFkFjCJuXEEoLXgR0HyJWS2kNbDbjN5mIYbTCvtiP+ye1kYbhauN8h4BwIa6ekCdAX0Ocw4QrdC1NkZTx4J5sxEE2S2i24SCjrYBeqlYHUsKlaKuaaRBcCjiQ+jv1PkQ+ws5CgOFyokRyHoi9YLrHa13XLp8B+66541YHx3jdm63HVNglTAB7GUII8EzySYk+F3GQRCXvaiWYgYzkyqMwIXy3KSWAobCX8s/1NkPUOPmuV6EaFG8EqmWwSCF7kq4pKopy/tjzzDasyPZqsRnz12Sb4alAMeuWOjvHCV11wzpOHuS2kyozR4h9nO0BWQXXbnCJPSe1FHFJG4kbyUNbjIdsDsD2Oqm9xs5yoRx3/h8ckvaOwtk4qq3BZMY1ZG8d9183igkbL8yqY1GLBH9s1rgJhAzR9oO66oUJWIXcmT/RZ4lv4fs79yxsaOBcLsm5dPUIJ65Nv5r+86fsxyEb/VROCkQhwsQYX10pMGihtKWWYNlLO52TABZavFCAFd47MFCsJHn6fgVje/i6HGf12mF9fEx6nTbkc2h3X6jo9g0O4QmtaWahEWm2PkpAoeqEFg25jxvtaBL9sTIBC7SYwshYYCKGGU53N3meQMz9mbCJHp6woRRyg17Aw/ESQgEEEny4OopS94W19r5YCH7TvzGadzPfGjn50WunEa0qvqG2zXi1cH+dxj6JKmbMZNSiuq5t6LfZ0MjokMu01oPfEMpFdM06ftnzVFkSDES1Vm/iEaPmIFWLYl7KRq4Ip8ZsphVr2/uwhMl99jEEGPsodYyNdKwpkbotDOuUkRezyBupVSJsobdsyRm8q/1hnlWBFAiRiMzANuroobUOtiWBwzZbtG8D713zGr3oSkQlpHWgNGBJIb+Ic+zzEOtMi+lFFRm0N13S+zCdoNtQndhrxEU3rZb9DKjggWZgUEo6p1k7tkOC/zdEprW0VmK8CgEg6lZ8zyWQjg6PsYdd78BqwNSeP03Zsazjz+MK08/iStPPTFwd2MQF90HQKpUmY53z0+7X+A8NMWCRRqzH6BQq1gAUXcJntRdk9Mh7xqfkGsIZGHUVQOmg3bsDCylT5eKTYo2SK+fZ35iKGKQQpPEPkjOC56xby4HPXgifCLpR3ZSvw6UajjwcJ9xdauYhi5zZrplBoFLd+ZjqTCsethoJFeJUMe3M7Y0nqXxdBhriN2L8QaqMQZjuZ9ApAAgI9NxLn3+bL8t+sbDmizneZxrW+NhTPpe+yPr9uNN7P9GO4n9zX51IAVdM/V6ss+Jyu4YCT4Pe9GSrr2hNmOmhSU4EsxYabGe7XaTss7mNWuWlhcWLCferJImw10gLJHkQqhh3aegApCiKGRBR/6VWj3w7XZutwVTAIAP/9xP45f/479znW+0UaJetqVxdtmyxE+VUFDBRfTim/MzlWrE375MVaXh2Z8tkHghfSoRaRtBHOv1kepwo7+m+wSgzi85bYB+nOA0oCmU8wG2n4VcupMNv0t89qvOdlsmHCbluwqljBHSooPf+ngyc7UcUp2bIxdm9SphyZoKkHgc9YZ53sLKT6IXtNZQijJLAKzlE0wdUcruwR2RSdhnAPFIyXuhJkYvGiRRifU0flEpyJxv5y24MypEt11Ymf3YASc4tgoZNQ3zv6vJwI7+hQD1QR76lNN5M8yWg3CvzeiQ2dN3GME324Rku7C01mMWV2aogNTRMOua5jNk1h5STLqHISDWS86YMUjpI08rUKm44+670eYtTq5dwzxv3S5ka+U2Dq6omMANYNJULIBkRa2TjIWrRF0bioWsvXuZUWQ1NtueGeKnaY1Ld9yJabXeO5bbpd3STEEQwiO4+sxTeO7Jx7DdnAPIqiOK/R/iavw0iRqZaF3EGOylkLKPzKpbjAAhqwUQQWo9JF6MBHUYh/ZnVM8EcjDDYICMyD8PYNejZNl3U09oX1gPda5ctZyeJX9g/+94YWY+Li0vVFs7c7hnLkLtJS83dRIX8QCBpwqxFA1d6BRZRTIlMFqsaJgNHlU2y3fuW5fldcsrQhoXKh9lP4MANxKGbBk6Y9ry01STbeu07IOIrENqigHI2V7xDRJjtP/uPPuCRbZ03L62Ts4DIdgayAyb7SjhCUMttPv85dzZGK2OQ+RqjesKRb2Gab3y5w5R/vYuRVPqeT2ON/2zFOKu3jNGB0iupYTMLBdVVovuIRG3VbulmQLA+PWf/Y/41Z/5925cfjnSbm5ZLUIpI+T+5yi0LRI9WuqE1mZszs9FgtyKBDytjtB7x3a7UYZgBmmRTqdpUiFvqbrITAyqdoKqkUJiGQmvHOIA+aNU7g9jDo8jHomSjdvTSy/agKYMNS2+BzB45uT8OMvnjHWNI1toZykTCSIvhEJEoHkj68uSAoQZKPMWXIoXSDKCbPlwgu7Rzrv3re9SbTQwEObIprrThEjUutJLzXNMY0v8PVZMJ1aKKBX3WXrH6b6xyGX52VT6VyZogk9aDVGD5BiKZLhfLi5bgGBBB7Tojfy0esnCmIwJa7yGBpPZGMgym2pwqKMwX/sseF00jTEKU92ICy5hWknAGF9uaG3G+dmZ2JuMSeYh9S52n0JgVm8i7bNEppHHwlgad9Z5kEJKgoAY0DgaJMbAMZ+3cbslmYIhhGvPPYPnnnocm7NTABdLpUtUnqWejBCMOI63L9DDoI9UxFAnMCJVL7ARSaN3QHWWlts49NojYbZ3LKXNfFjy9ezMZpQc9506Wn5Oob+Wfa5qGJO0yD7fhQv79cK0i3QWDG/5+z5kM440uVNqcjxOxNlUIQQzJHfNmmm+7DqnyXZhPzMTuQg5ZLQpn3WXRPdMwM50uDqEw64yBsoFEmAIJepFPdUwYDKTRRLaSEbnPRL5ksGZoZeVMWQGZ+9xyTtL0/IwZwpdI6jRe9xJ5DE77Igl+jHuiXG29quU8uhTZtwiFdNAhGlq6KWogGBPseeH15zVI2EizbZaZX5TXqxYa6AzeST1gCJdQOABsd+u7ZZlCh9830/hg+97L/o8771meaj9XoPDi5X1jUdxmN2YifHYG9z3yE+SDXp2brVn9fsq+d25VIA6rLSkJX8b+c0oQTOz54BZusBF5k8zLMtfFqqfibIOzibOobK9Y/dnMJmlntv13930vtoHfccw5xRqtaXNpqYka24nUQKTa0Mziqc/nlbHHtDGLJXQiApKTakuqDjBs+cULQTfFuU2dzPe7jYiwmq1BhGp90vXaO5E7LCfuFnwG3NHawxzV7Ysri7l2tyjAQ0eIb4UWthiWBCIRwoOlRSrAF8fYxa+H3Q9ubMjAhC5WqrNW3CfxTXV3ad1nzKLq/d2o383XzNjOEQFXNldczMziGhhn1jrqIzJv8puocZ0AKoTCjNWR5qau0pm3e35+bCOrbeYm3TOJMmeqhUroxaJw7CIeovebl5bo0eBKwT648Ueul3bLckUAKBtt9icnuwEpV2kz94r4MmXw4bNniCsUlzhrPcdJXxPR0zxHvHfFqmV0waPwzJKzEZWLiJS7nGREE6Ma8my8o2uQ0lSZ/JiYn03J+kTu89f6oCDHL7EnPL+cTmzSO+y/uQxhXky3IuL2hgiujXGOjwvMT4GO6Eri7FEly+Y+zQnuyiBh9rObuvR75aPXHoYxTs59lvv2Ed6uhGlZR8S89A/YcnfKX3vOpE8DpOIXVhYjtv6Hf0d54HhYfgw5LKDc9KVNCIbzdWV5ywjanuOzat4D0lKbQKhT03ifzLaE8VPMDZ7LMIe1VtzbZp8bym91Yaic71LMl5ciLhd2i3LFJaS6a7KKMHWBOXd1VS/X0o24CgQb1JIlsQXnYgNxMA0rdFbw8ZLNRpBWaMUeISx1eNFkqhN2va/k3Rn3kw9SUIAUCvB9Pe5cZaCQxeUTh/5IRB6EGk15D3d+xS2lrHfbuDM70303dDCqIKRuZq1NoHkrzEflWCWS7WOfFZQq9gMWmvYbs9lPEXGYdHhgZ76MBab07JeDXsl5rKmd0WfW9vqnDd/BlEk5DPbwSgdA0udv0mqrGmZbS8YQ2htBqOjdYl2t3xS1r+2ndHbVgFm2BE6d1CbHbXa80jz/kh96phLk47ZqaUyjK5mXk6Bf+kMkUYLc+uYeyANWVcrlxkxK1D//4yohC2kfVNsFEtGk/apq1zNmF9QVpKBuJQCbk32E3eoSwLarBlkPdJfmQHNgtw8J9Tk0d6EKshFxxOxPUk0sXl4CYR5q7dbiikwM55/6nHcuPI8blx9fochLFHCknARRewBeLG27P9ZtCxZ5otHoxkRSTIuEKaVSWBdVQWqBqpSchKKTFxOdBUKq1QTEupOb1wK3/187++Ld4zjCJsEp/EvCbL/bRWqis3jBRK2IY/db2BEOwgKO6IICTbwVXqkqys8/bdL3paye3//940lS7379k++1tHGMIeJuPJ4b76vJP21Zc59SZri8knYDsLQaxcsDOEkqhtXKxVI1tzdCbBf5Fm9ezpx25fLedrXYi6SKyublC5ngfYgEB+e/meX+Qd6iu6aUKdzVwhgQ42amLLrnIBRqzC/CgiS0LTYRPEsRzSOpEzNyc62OPUDgAgxtQ4pYm7HdosxhY5f/c8/iQ//3E9juz2/kCG8WHNFim1+pMOXr6OiUcIXPd8YAwEaVEUg1FXB0R1r1XmegnvDdrPx1AylVhwdXZbHuuTfXCIX2qwSuxVOX+Q6MmFq5/OXaKMbn81EHIH9KhLAEEWzyFZY9G6az/we93HXJycCY9IeFxl3bxaHYL7uKrntGxORGJ2JMPFaJOxZgtqqEjQr0gLYuuqtKuEtvY8uHm9iMIk/R+6kZIhFMGv3EFMfd8nYwCikSMXzWOU+WjxLAVEgCFODiF1idlsAgUC9ilqzi8cWaQyHoI7miMKljzweqAACRu8ztpuNEjzLkjvaWzgjS4yMCiSR58ShVuxFdPjTSt5DrGRGCxAFV7S5X/69XHZD++YBVAEG6kQAOmgufo6YGaSvs/2+2WzUM05jnavkzeqmVurN0T5Yy9TW4rYJG9dUJ8979HLpza3Ybgmm4Ajh6vN4/ukncHLj2gUMYVfSM+nA/h6vR3rGksBlGDs81Q+xE47hsmA6RCRFYXIWR5AUeycgBwQREWhRgW2HDe0cbB/ZBX2Fq4EWsMZ/Zml/6R2zhFIhYQ2zYb/sPSgZgSC9azz/tCBCEBdCQxw7tIJctSLzqnNiCQiX47e9csE5XiKAsYNLeXG3Lzt/Ee3MhaENS3roRV8dDeTRx6oa4w0WTotnpv1rKV0A16EDFwgMDLGHpdKgxWM8FiNLSGCYB0ezyiTMwM0Mgkadcxbx98we0QXuvjKK0VYSAj58L2oCPM8/FracoohW3JSVDXLMk8Z0Su1nIo2CZpkyzzLCMa971vV2bLcGU+gdv/jeH8dH/uvPYN5sxu8c/i8PIYJY7GlLe4TVGpCb84MAF5SSyJgLrOeEab13dK0WxgQUmjBdOgYRoVb5/uzshhzCRaZS8SYRryW5vg5qFo/W7jK4zJz2MT97rhsTydQvA0yKGgI8uuNlNQ8Yks6jpvdkuKWSremN99kFbAxsBAQZ7QSB7OoN4+6ZWY3DYQOQYkPCHLYa8ewpQxZIw9Q4TmQSMtpnYxiG7pIxp+eVnXuZETpqy7mj7+rq0dI5UKER8LCBuL+LMmxBRgSAywymUZ/duYvRVWNmrEJard3nmgprpPvY7Hu3H7ESWJI8Ws58ONW92IMkGSmVCRGIdc2ooM1NlmGyeAhZg7Q7/Snxd37+vr+T2rZIf0qpOjdtXCMT+KxOs+arsviF4plmJcK5NUEGc5PKa03dU0stGgX98hD5rd5e10xhQAhPPY6b1676wfdG5PpC91cxScJELewihKENUuRCUhykg5Baho+KEcLIakoAusHerB9Nh6v3OHiGIuzgW6pkAi0ID6skJgRSUrZYCuPo43B9Gmd0W+VJFb1ID9uoVkn2i6Gge37HILoNc5P9hxadSowsdy+Yq9VViOUIRrjvWi8Iw+LxRQm+MbILql6Hkcgt0QK5IBDPyP1cMoQ0tDQusv/vEU4yAgrPrxGpybSb4kY/0vTQI/rp6lVj6+bPYUOLmQArQ+yWQ4oX+z/l/xoYwp65yDOUtoigolA3eXEpSveNQNQmd/Eh7X7sIzQGZMzVPKHGzhFVT4kiMRca1GYCoaa9ABGox0xX9aso0wp1tbrtK65Ze10zhd4afu7/+FF85APvw7w5H6QS10838SQoxQiJ3Bv+6qSw+IKWiGBnK/cHyImU53oeHSWQg16etIZA2uGlkOfgF79w9R4iAGCHu63NgKbHIBBm1XVOfYVChNYm+VurfZlkH3EO8f5B+txR8Wh3DS1k4u7ELZcchUpgqk7Qfsd5C4IMBFMyxOAJQUkOqhMe64+Ow9BU/s7sCrVWTYM+i4EbSKUxAyFSkYRnE9mcb/WgZ6ZG2Gp+nGUyM+MdVpDJ1ran/WOdHpHZLiozgcS3hzN0RWfMaS6FOOdcStqTQGi+5uJR01qThGzTSpHB5FL8vN1g3m4RtTIWgoz1sbPsuTajzZs09cYstLYFMJR8tf4yY3g26xzI0ndnxqQ2JzBLfYxSAcjallqGs8TDvrJ5B/apvrIwUVA1maXuV2NiyDsKKFU+s0xU3dbT1kZrURugnhQlTHPDPHdMx5cwHR1hfXxppz+3Y3tdMwWAcXZyE9evPu8ufKWEjJA3LJvuciHdiaT18pO9DUJe1iOSqUSgkjoJHDZJFaNk6cQ367j1s1ILuKj7W2FgiL9jr0NMRXTkGB5r8HkJvWMMdt0SJQzzkq7dJ8yHcU8RhdobkuyWros5y47nSyP0rr5+uHFxjT7B1XoiDFgNYXO7NTlAaH+oFixgiWCZO4X45DTiw5wM790zIamboYLCsOjkDDQ/gkLiz1NFRrgzShj7lFsQ3wvgy76O6kUpa/fi3bqiwysTetr3GhqudDTovN3HrxTWjMMWIwB4gZtxqDSgUea812Ousw3Qrvb1SA8c8YbuRP3e8IShMEOQmQ+DCL2L2/fSOeB2b69zphCHtXl0r+jmJQlcHJHWW0gpiaBZ+BgZId/BrxlaQ4m8SuBeNatq/YSKzlJ5qpSK1WoF7qKDjPdGNlJDLoUVmlbRga9Wa0GyCqvn8zPxwFFbRG9SqW1y6X/0MjJYPxq/9qdsiH4tpF67JhGkYCjLVQiGoLdfRLvkbHsSuEVgkaEc/ahQQamkarCwJwCwujOqL6aEkDQCVxGiXFNQJkFTVesqzK2BiD0a3NyC53lMbJYPu82xq792GF76aR87gZNdVCaxAYh+2mIn4j6TZFfTCrVKtl2xNXSYv7+8eywh22DeWh29dDA6vKIfVY9qtnsM7Vn2U4l7ECRapyr7doeDyRo4akrzqwsG6tmQbTp9q0feMAgLrUkNERCIC2a2vq38jJGtgU9S3mmLTaaS18AYmGCFdAx1Bss21KJMUJFP0bM/RDRTYpbmeYgZpWhxrUWQ3O3cXpdMgbnj6jNP4ca1qzi9cR0YNklIVr78C1g/6qstgpccvmdj41KatXtoOM32axgGswSzdwsbgnDJWQ6ZoQvtuFyqKpBSJyfUy4MtKpruBzKg/Dj+fY2MkJlePiZ60GUvDa8vRzC6SLduk+NrNQIAnUebNRrnNr1c6MAeRq7fd1YVTO96f/E1JrLCMUsDqQUM7oj1MFRENI7tIhwRMnWsq+1O7LnHJX7rEy+uyNK29wdpndJUXNCG56fHx3iSrt/P0q4QMe6r3diR/D4/XpQEEh9jXgNzfAjEu1R5ckJzPIw0SyNLxpCZuGOIuFaZnO0qlQkQZ53895Exx/z3JupMCyy8Xdvrkim0ueF9P/Ev8NFffD9Ob96UDxenoHdW45G0ffpe/Wb35j2fBoMwqRuuejKjZPY46l38n+1ZttEYkCA2IpfgpiIIQ5AA0GeRIudZ/q6lgOqE9eoSiDR3f284P72Bee4oKrlNtep7TLKXQ7FyW8D4uR04+VuJHcZDG8gmZ0jdT+h3Ge7+JmqCXU+VTADiUIl3TKEJRk7t6EpOHrXH6LPE2FcxgaWg+naD3mbMmw1KrVgfXZK5Wq1kjbbniZaYfchIeRDl3gNxWV9tzAPB8p8jurJvDNHGPsnxDKw+8bIXWiuucvK02DJLQGFQgUfjjqmbJUmgoSJj6EQkCCXFYhBMUmZ4llUumOcZ87wNIalHn2uNHF0DgddzANIMpI4sgxgLf46IaGHU4hghSy5MvBjSLVoTmoIR9+02nj3sn2RIpvg2PMFsHVQIcfQUtaTzjgybWV5zDYYjgEoXAwR3YGZsz05xcuMa1seXsD46vm3VSa9LpgAwTq5dxZVnn5Kyg+7VY1KQeZJcQPAXUqFnEr1Q57hADBzvckkpldsM6p/eoqKvby/zHjJvIgBW6zkek2Er4Pl8UjfkkIkhuul74gDpv941zXHqXgJHMU/2/CRR+ffLOUzjQjCEYbx72tL7ZSSaC5UX27rEOwAEUzBxzt9F6b0EKqJe6ty1Nq+6djIN65WJPytajPcYMmCfzzz+vY14z5S9OIGwaQ6pX15ioSG2r33uWDUWbUxbzZbGmiOrKae5895QEDtDTI4EE3MKPJaRxAVjSFJ/TAD5AAM1jdczs6aQj8V24/SLzlg6r2ndd69btmR382nISCE9a8EQ9ogx/pY2z9ienWGaVsDRi3b+lm6vU6YAzBrlulrR4HPeuYPb6F74Ui0k533f7Vc9jVCYJLUxsrRGIWkkIjbYLRQqi81BJD9m0bVTmXD58h0AM7ZnJ+jzjPOzm/p+K8guktSs0m6vYl8wo7v1eTtvYLYHIHz/h+hdIhRFGGYrGQ6UnY+scVD0YNdnyXAf8Qiksu+nMQS7v0D04oEOMhF3436tKACoxlwzs0Z7T1hfWjm0594xbyUXUVNDs0jTJFIxw+svOFJRZtJ1XIIYgEgkGtKo/DSkE32RvULD9TlXUiaORszNVmV/W2S3TSvPMhO9Sbrq3rYyxu1Gs7U21Cb1qUupoKqeWAINoo/M4nHEgrqk1vKs1cYktqPWokwoIuiXAgCnvnBbpM6GCUkjSW2tgbruZ5AzBmMHc5OEdlHnnIY5enkqGqmdbvOb18DoRtgYMTBQxp5EmZx6qAKEnejNyU288MzTKKXg+I47X0bfbs32umIKzB1Xn3sGN69dxenN6+gsahYyZJCkXrbvvL5xcPkkpw6S0M777NoLGUNAWuMUBkEDEQBILq8CmRNc9c2qqEF1GUYYxU5A1hEnkkZEYWoYNcYSpQhdvbIoUpCRJiK0GG/Xdy2l932y1oi2jABgee53EISt0XjYQr3hEiwB4Y4TyMf+9pfZr3awfeZtjsMwLFaFeaHiWSAWi2MwQka0wGZLlBB9c4KdmMByUkYBZJfx+ptsrXck77hPuzf0h5J0y53BZMwG/jODq137Ai8+C0acmfjSvhRIK3czo4Tdk2YI256fmxNdYNg/NoZ4xeLscvolA16OeRvuc4ZgzimJKSy3rdGW1CdKn/c2Y96eR+rx27S9rpjCvN3iP/zo/xf3/dJ/wY0XntfsoJJBUiSiCMNnMErv7rMddGN5xOWOMYA/Wj6kxlrq4vASC8MqycMDkENJtWCaVk5+3IMlweQ2yyayqF3zQZ3nDVQUB2FCXR2pt4bs8t4lqyNYPFRMX92q2BiqRj7PgPr2TwAV9HmsQ9wsX5HFM+gB8mhW88C5QGdiJn2iAtQgGh4xSqOUL+mJQwL0Rhi9fYraXfTO5frmBXJpTyN8yYibOvhM0wq9COMs3D1yerPdJikdYG7I3lwRwyJqpJA2oXNojMfsNsIkwlQg14er60iUssqRfGktmpgH4mUeQhEfYEwD2G7kvtX6CKujS5r4LjzdOjOok9ZXkDgY7lYDIhBAt5TQ+lxOgpb1N+p1WF8Re8MPmn12kcCVbENZSwN4WmvLhdQWWVmTJJCev4+p2JuWDDU/x5CyRjinjphAGGNNDBE8fAdIuv7t6alXebxd2+uCKXDveOHKs7h57SqeffwRPPfko/EdR/EZkwaWMNP0xEOkM0Jqktv2b157RyAE9g2981PFwLJ8Fmm/ENKwGy07g0omFGNaCWTJKGWWZC0i7gijdHAbJSvLbeORzcQgCqf00UhojC8R8B1p9eL5YY+3oPRZtqHk54bkGesW9xpSWtp+Lm6GqkbCQWA0m6ekboPOBSOKJC1VWUtp2IjjUjKNzzPhtKfuzlP+fGQMI/EZ77ExOhnT7Wq7lwMRJwblWQfTjNgLnDl39n1SaNwXg2cVj0RwZx7GF9mh8u9ocW3GSEvpf7iad4lvvm6JOPe2QXAY30H554WoAwOTXKImG01Xx4ch1uU2bK8LpjDPW7z3X/0TfPyDH8CNq8+p90NUOzIOLtJx1e+bSkcW0VwHiGyeQiUXZknv9KXWRTeCripmEDRCkpSQ0rjx40Cx5GeH+V3bk03UJFTLPaP5cApRVLti8aIBA0RVpB59f9Uxkeme1ego+eI75lmJWBNiOU1dI0YlErqr0dXJOVcwqVTJERPQZ1G5FKLhYGUi36lHLnk7QIAWbl/aGEJ6bq1JniKvH6DITRPamU98ISmHaOqGII4SyzBKkYIyuAsTdAYLQUNcJGCNWKTm3jrO51wVD17XwNYyYlIMrVg9BmMiupyDnnqXeBpCiajiPB5DQLbnlsgkiHZR4t95Tnt/AlhiLYjgVemYGdM0YbU+UgTS0ObmkfT5/XY9FYmUZwTK6arfr/ViXb4HE5IYq3cJ9XhQDBUxJOrc6jIAiVmnzLuEQLQ7zCYzrT1CxEVGcv9UFz8EAv0Ysc8TBEncW3qy3Zzj9OQG5u2Yf+12a68LpsDMeOH5Z/DM4w8PeueRCAN7pbPE1U3/f5HkwfYcF6iyTLOHGBJLTnravSrrW80GAVVBOBFxAsrxOxDj00pSnt1RkYLLjiz1neXWjo6WNjMrwbf3RupguFdTgbMEfYY4uNAwB/5vYdhbIpJ0inbmIC1A3GtSl41Z9bW7EpsqqNyrZyQsRNAc+kgrQIoO9doeRNptQEDkQCIaFtD7tzj46a0x0DTWvXtr5/PYBwteNjx9fINPBWz/EC366IgIwxxmpjyoaRQZDmcnnQ/LL7Vfp5/39+6QfRCczmlShY1j4mG+ndwnIp3XbWkzMyFkMVPDZ/aMC9con/XEFGL1E2PYh+pI0u7Mm83BpvCqNJUmLKc+kUSmlimieU3VEu6psmlEpzqrBLc/B/9LvBwGU0XC6/BgKWBQHRnTWfqB1xI6SFHfZOqTM2+ql4XqjutRFSl80hz9mnvJdLql2PKoh4oii9C3i8fN2ckNtHmL7UYkw9pmRUhTEEdFJ5KF1aR2OUTLesExdfE9iFFUjWH35bnluGmYOyOM5nkE6Bwq84tazd1tHaUIIjR9eHDJ4OjG0HP96t4bet94n7t6IwFSFU/uMx18ByVGIv+irzGc2FN57X1e01zFs6rnp3JPL6OXyC7BkV8oVEwyrtZmtGaIJQSFUiWSvvWoDFiI0FvHls/17wIUy2gba7vdbtHbPMYREKFONWgsS8UyorBJDYR2EAxU5WUMOzHjmEBbHMj5rhZcqGcb43xfxH/iYezX9d4ULfJCiNgVOgaEa4JaQsJAfB6VS8fenJ+d4sYLV7A5O3vRXt7q7TVlCtw7rr9wBSfXX8D52alvXiMgbrSllHOIkhE3/XYRUfN3uTQSqIMHydM2yNILaSHJYLFZXHWR36V/O2oITyIjqOZ9RFkat8pmWZIDieTPScKx0bPkULJI6NY1ZXfvWnZWZygTYyCeT+lA6FjgU0KLmcGeuVOG6vMQB3bpbZKbMeDlejEudjL23uxIgllCHqVne6r0O0R2Y+5jn/asLVRax/hOn6sMPpIw7++9YCz+EMJwjSNXyhcNo1LJP7yw0ijBnVUFk96dclYZg4mxJWnc0TBrMsmLI+RD5MmUePz7Im8kr99gCBgGfMhRgv/Ul4lKNc7PSMx5L8bbh1bSHwNT8GflPan8OaO5Ps/Ynp+52tff95KC563VXlOmsN1u8JM//I/wyQ/9Ep5/+gkASWorGrVZp1SkBr6p+oKomC43S8CGMJqmiejcUUsBUEcGZLn24cKEboTImS/QVnT03XkAgTqjzwgiT6TeHoEMarWcM1oTtoQu2NCPuNgCQEeniIIVIVMPitT5lPKJYKkxS8Ad96zBvePk2hU013eKFF1L9chOQwTmjZLOnXzvdypT1poF3NkPJtskaT3hXlhz6AsS6cqUdDHh5UfhdFRcjS0L6eKdRmGlZnFmUjKfRe0uofaKMZk3T9gG4JLxVudltB3s1iPO6jRfI4TahlzxE42NcKXZtPvNZhLXyu5qXaOL/S55Zy3VlsvHLFuNPUq8N/GgmqaV7yGLiO5d3I67Pj9odZrLBcpbznHNtSCS8G96fnAfRiu5HTNzHuemFJk77moHLOTMVvIeBYK2c5SgVTzI0p6z2TICvTDgXk20sPsMa8k8rLEBnFjBBadGMIazkxs4Pz/DybUXsD07Q11NqNMKt1t7zZHClaefwJMPfyYhBDt0JhWVAcZ21QmSwvO4PvSEsYlNAoAYs4oFJ43FZJCkXlDeMCGZ+LOcKO5KLi7ZkSCOEE4To1PDNwBXy0B19hGObxWkxhOWpX4gzVMpIJIkfT2lcQAwGMhjfrKkpR3OMtEe1ZARPvPG8olNYzeGsER89u4gKpxq5oYgYENyqQ2cj+o4E+m5/inBCb7lvjcngzwQxjC81N8LEITPYXIVTT/GG+ILEzDiwsxwRiQx/hUEdo+8LX0tCNdTJ27sknVmbL6PTJDJTNDfrZ9lsZvz+bpowDu3eN93rmMg7Eac9tGyX5kBy1lavoDTfUO/eOzP8PK9DGFk/qGajZm3Je2tAa1je36Ozdkp1nRJmMKLDfoWbK+5TaHWiklznwApcpSsNoJsEsvwWFyIGQ9R7w3NUgKYhO2Ug/xAlFJRe0giRCSZH6mglqJufF29mTAkv3I0oMlRJC1zR9F+CqLI6qHM1KSQB1FFmSYQCEXTFXSId8aqihRc1buod7MxBHJgjkPV1ftjK4UbUOqEVSnidcIdc9uC560fEKtNC4yufkWLtrjHFswzpns1KjlEBb2HcbIUZc5OgOJQ5OPR1We+VK2TYFKeUmciqW5lDIMR3mPMkQ2VwOgkkma12JQhtgGOJFe6jqujLZraqsJGwe5BQq6eJLRm6sWMNOXpZofpS8KiE7mMyei6Rq1zmh9DUcnOAhru31VF2NgEKfTOoM6wcgU7Tb2wnGg6P7BzZHJNIK1mUcW1+vVDDAdBi+T08bkjLd7fn3yFqeL8I3UBJ/2phLoYk7LsqSqIcR4bm5AUSmRnNm20+4QROZCF/9xhEJT224IN6tfXnnsGj37qY7j3i96Oe9/+pS866luxvSZMgXvHyY1rOLlxzQuDjGqfkBKygGB64yyB+jM5bayFtCcX2HWipjHIKl+RYY0Q/m0rJanXdaH+SPVOMikjSeEXNhubj7FIHIPCambWADGRWnLGSJuPkOhY93X3+gI2LgalJGumGlPClKvg2DgSk4w51YnLBNAOpvWNRt3zSNQCUYkbrLqd2rP8LC9Qye6iyXuG1Vr0l3SMOc8VEaq7qk4AiVMCcwfafkQQ+u6qjG8/qdtrE9n5G4mRj7mKVKMSaDSNZWn/GlRbYH/OMEuZQOd+mDrF79mDAHmf/SOhCe1D4J0gl16TADzErYTw/GKsYpzDHcZi590qpVmffY5GOuFIGLvj2csY9jEEn3QnBAucBmxOT3D9ynO4fNfd2JyeoK5WktTvRUZ6K7XXhClsNuf4qX/5T/CZj/4ann/q8UFF5BKTcmzuTfSvqguudeU1jEPdAtgmHito5WhdJSd6yE1qtdwxlo3yopUNe4W8K3QffoX/E922MZ2OuUmtWuoVBMLcZxkr6ZhW0r+mxeqnWl3iZd2YxvQALHSmrN4nDW3eoHNT+4rGTpSCaVqDCmG72aDPG/iBJrV19C7RxbUCVND0wCxVNJJWIYbdtbq5GT+9YpoeTpGUu0/RPHfwPCtjC4m8lrpDEWx9g2boWMw3P30GFu8l62uo/nT+qGC1Xsvn0yoFQ1pGUfP8IqAwXHVABKLJEcIAr/bsj9z3YKL2feySl3rGoEotJdAQA9w6OiR9Myka2icEFSKxCem/NkuKBksP4++kILJZ3cSw/FF6FguBMIm6qm0HBhen4iIGGr8Q2T9o3ZBQ+1peqdhvHUzmeZgfKP+8JKlPriDnkSemPul65L4Pn7tEyHG+FyNjAFeefgIvXHkOV599Bs89+QTe+qXvwBd9+Tv3jv1WbK8ZUnj2iUfw+AOfREj+8a+42yMUrsMXPh09X3C5j5W5ZP1wojMmXac2eAEpjN3HFTJSeHG1Yd6QqspCQVHoy8wgtjTIRSR9kLolso5JmU/Rw6kSL/ngGTsBVKWIIquF94blFiCURQ3j6Esp8T7xhBrPQj5cLtnzYirtnmFuQwa2bvslviiGdvILoQjKCKs9y55KLrGKK+Lwuj3EURFZlpYhUrpkV4XXEY71U8bOQIkaXXsIxdgGgpoIrKHPpTQ//JmI66jjHud5VFuNzCDPtdgcigcbmr0mHaN07fjcpXFWBxWTvGcKWOcmb4OXLTWbLJXmwdCn75c8uNSW6jYeSPfiWuj5XY6N916eEuEuRsKM7fk5+tk5bly6gtXRMd7wBW95GQO9ddprZlMYCTK5REKQjIpWa7Yqc3AJdVFhKj9PfhbUGpujc1epW6M2Nf80M6ueu6PWrKIZGUMYw1RyTVKlSLJBDKI4vDK0Lgn7ptVaD9wWXIrkViKCqWK6Bp46ulcC5hGeemAt99ESkosXygSqE7h3rI6Owb1hc36O3iQjq+dGYmC7PZdKb/MMMGF9fAnTIuNrno8oOmXxFpA1oqR3J2H2Q5ocCo+SgiKV56xGskqGoUvXG1UqDINfPM9tAjBDdZJNjReyvrcDKIQJk+REYqla1jTAr64mFK7gSQmi1zmQfFteElVzCdUq9R5C+zBSkr0qS5jHV1eDcEjDY6yLID1Oe3pQ6dSi/Za63pJlV2pw+IKw+tezuh3rpPTWMWtqBoYJECWQsQpdXaPDl2dK1k4ppEceKxrU+712hmXhNVWTch1TVxaN7Dc0T6UaJ5S9o0QbOfpdhUQiyVzL0JoaagcDkbtYS43msHEteXgIdolBIBB3BIO+vHZ24zqeZ8YXvP23/Abuev23V5UpMHecndzEyfVrGiCTEIIjhv0Mg8kpDUwYXhLHvJGMuHPLkmBIRQQS9Ye/H04PRRIORgJAJH5iE60WsvAwSJesLIleGMiaSKCmi5e3GUZAHOW0WVWFAFNt7ZNqjIkAQCngTmCuKNtZfM4Tw8wG0VHyVAmz75EGXfINaVLmyPrrpmOta2AdS+PS9Sy1OiGiIkXctTf6KnJCIZ+Ogw7iG5JkVuu5NoFs2AXU4X2Ovum669g6h8ho6idC0SA3oNQOLb8ySNvjNO37YrQBZIZpw3ZllwkChobYbDHZViZ5rjr3KFRDkvo71HZZ+O7OmBwJ6L98/bL/gxrHpfWQxe05GQE5wUVsIU6fL98T1+QzhbBV2T0xVX6+XCh01Glvtb2O4SdbR0Ny8L2TbWpDIe08Bt9vumbMmLdb4PQEbXt7Jch7VZnC5uwM//6H/wke/MRH8NwTj0AVAjApPDMCy4pq9VON0FpMQSZuzjjsgKue2NQPVORgeHh67+hp8zCR+s5HcI8RMPLnF49EnqYVgoMA0IA6K6pTLfcOqd5a6wVLNlOVEEFo2u9apWZtnSaXrt2gaMyviIdVJjsZpZhOn5nd2EqlolRGm7doAOq0Ql2twUQobUaZm3tbbTbnaPPW32WIx56vLxwIR0mH0/+VZOxWnmoohSxjZ7F6BHLChL6UBOWNScHfX3ROLT+PoC+gNSFYkpJHGKhcH302qbhTEYmcJWo3N5N+1+sjMEtcA/eO7cYipFvKK5UJnLngjnt9qQZafm41MaSOQofVQFhGy/fW0NqMPs9SzwAMoIHqBKqzZsotjiQNfXFnbDW6WxK0Kwiz9FWeYfXFk7sxs3vzqIUmAgwLicrRPlmooFwoUEYhyDkTdQ1ENYas9+WEczIPKuDp/l+tVqJC1cA8WdOIshHuspSgdhkCVHgU1VKcIzvaHcuEfDZM0T5sz8+w3W6wPT9/0Tm81dqryhR6a3jykfvx8CfvcxhtjGGHuCy+M+lm95oRIRjRMMlWNo8eRhcjgUEqVFWSpZcQic0IljIhEonNdJMhHpEYy+x3ZOObbuYkZRvsFvWRuN5yicM06L+FY0kevb4rwUBVDEvEZPMkY5eEcL0zpqmEGgkAumz8rhDfMhrHsZfnOgNeEDq1jAixYGUInTT4qriUCCJQ7z79RWMyMgEsJVCYS9c2x7b2HOgsVHdujYFJir5f9N4CeF4pc00Nm0UQMQJpJDj5XjHVh6cZJ0voNqItXY7F8vDw/YhqMCAC3lPNzQSdbEzeYTbDzyzzjoZjOwOSvtvGZvsnpmtf4/xfXQNK85tRxU7Lz+VYK3smp7Um3SsxRpv7EbmIBBCqJ8sWmxRCMCaQ+76vX8EQ7EMa7thlLYHqjGFmuiFT8iKTeQu018ymEFLg8htZmFgo+5Swb6ptAcyn2nKryDtCNdBaU518Isz6/TxrFDBbRG4DuKLQyokzg4Em+tqmqGGaJhjKgaGZtHlDjaWbHojDqYMXCW8GM4G2QnQqr5XJKOLpSRL16zNIHxljpQqUqhJhB87PxbNJD0lZrSU6umxBWv2Kwajqmz7PW/Q+yzpYPyjQWdSLyOoKRuEgdMNacf5FpKwGrcfArEZwYQis+WxYPaJq0i/L+ITZiO5/VDkGodbfEhMuJCiilAlUGHVagztrnewYB4k/MCbdH0XXaLs995oWYmNYKaEKjxdm0gyjORMnu2QJDicBU5963qkWeYxs3xiPtLWmYhEkhNXRMY4u3YF5u5Va4dzd3ma1LHaznUrk9zyrWlFHLHOfGe64r7K60VU+A2qUCbegTDb7BYVzRkHEeiCtFbijbc8BElWijFO89LoS9taaIBSNs2FnKt7JULHCaIsx+gUhD0XQcPs+nrZgMeko+6b3+Z63UiPc5uBWbq8KU2BmnJ+e4OTmdS84k9tS8l+QlKxkWmwoJIiafqZNbTrZ3BeA0RW6AzymXPDNnvSn6V0uKfk3u30epbklK4vvTDgRKd0M1dBobUgElKknekjSls55+eQlcgImdOooVauROdqSqGeycomFVbCynP0xDmZGL6QSVVqjfFL0EIoAGjltXPDPo7cPepcU12xjLIl4ilqDuCzus45Z2pEIdozrdIskCdpRoqIwkUiLBE01LY+aJpMRifqMKTiSbGKHKCTpQwIFju8fmQIHg1rsxRFpGIOU+STfeIj9bSehaDryefaxBvrRW3x+gwy6enWxNhmp7Jd0nR2E9O2UEsO5y+9yta7tK9odmxmHuz6D2ISrlG4D0OBP7PQ9y/M7+41k30a/940rMbsY5vhkzuuF4SKz21jW41u9vSpM4fz0BO/55/8YD3/6Y3jy4fvlsJUs4SEWoSwZxKJl1p1/apPKU6MkklVKJln2zui1+4JCDwsVNSyW6m591XIv6WeSgE7qQAiRNQknch15d+25WnbLfO/NbgKShJYEDaOn6E+bt+KVsTVkYIdf/mM5labVKjJVAu5TT4W0khs8a+hIqKR/81bSAc+kcmhRu0Yz76imSIIlvTYF8w3VnxxI4V0RtQuEV9aS+TuB6kBjzcyZ1BImAHAiPhkvmh2GmdE1V5IRRm4j8DeEY3EUxlidUcAY2UjALWaj1KJMoKs6TlQbthZFczwFkzK7VooEdqk/+sRpfWT/jnvf6jswkr8+axrn7RZ1tcbq6BK2m1Nsz09dZiq1uKrMGDV5PwF2l2mdW47+LGs1D0bn8bilZuuFwf03nwNB6qIqpDRXhga9ul2XkqklFaeysquuxjQ4yFBkaVHweeu4KAk2RO/32Xg4cYIXoTlx/BZXsafUpvWYtfdWba/KCHprePQzn8BnPvLBgSjsEn5dxMX3eWPapgjVjMnsWZccGxQp7UROJWD++Sb9jnphLf1JaUNqugv3/+49itjoddxDwox+Yzj40kXRxkfltCyyKbxlFmLcm2dl9PiEKmqEQqRBZyXGEGdFkRNrUJr590cw2UCc1csGACpNMOOhEUrmKEoTTKGoaiBwE7vUnLyUlNBY//M6so7Zvo9M1RmF5bmRMWWGlCVHhi39SJR29xyPe82fv2i2HlRA6vlj/QVCiOFUFyPPmyOVJGlaP0ZEuWAavvdk/1nxJ7aiP5A+1IkwrVZo82Z4pj2EoIF39k4KxhnzsNusrzvPpJHe78UUFDmucgtbTuw7W4NdWsDD9/msh7dSPIfz2u1lCIjNoZyDWWuW55kY5iXtlbzBgIhvYbXHDcbuW7u9hmzNDqkliVN9NSVVERAc3aygPflSK9ExXapczsN9topWsc024CAt++KaDaJr9SrxCW99RkENCUgzUIahVImGuXkUqxEgh6qaYw2JphQLt03P3ElVmUbxGSIK6WNkaiZFsyIMI475gMi4mnq49KZZKnWGV+tjTKsjTKsVetticy71Z+0fGUKqquPt4ifvUeIkagErHVoKIWoeW//GtTE9ujPqRKyl76ZakDVklcgD+DVFa4LGtlvJ7RRql2UbXVZrndSwPqN31tgN8bUnZqB1sOZWykxdVEjwsqSlGsFVPbbGwjQ0SVeib4xcSZqEsRshymU1fbo8/4WgNVWcEjAV8Xpq8yy1y7kDfUbbMnqTOgmlFFlrc+g3wpURU9HqgKQ1JWAumTbNsV62Thn5wp7GI0Mg/yahyIH473oVyU9gnpvW0JD6H/bcXCuaikQw2Z5nDjrA+qCi53MpAMjRYBdePPDPAceo1ltmYA6G0A0K62d6ylpD227QV7dHxtTPKVNglui/87OTYYGjJWRgxA7JpOwcnZ3DO3y0n/l9sIjFPW8ZiOkoqWFYfzlI83aLBnFb7MqQSt4ceVMwA+iao6UHA/NnWn2FsEbY54IwLIpZJeDCqsYR1YEnCUyGXkDVRMiRmsPkx8BMEHXYTU7spXX0Qpi35+gk/epdDM/ubmsz7Aci3sNKABhS3yEktDSnA3oiHw/ymvhckvG4iFxOTI/SM8yTy9VOScAjpXTxThaX1aT6KRqQqGbN6IvbHkQq9NQiGseR35cNrp1JivdQ7OHQQ+efKqOakJJ1E4rEYOcCgXS7engBJqGyGFhzTI1Jr0lwZbDmhQyhyN5rqzuAKGDvmmFYWfg8xrbORHl81oiMkOaio/eCUrOtLn2fVDwM2QcZgcctuY+5iwNVAQwd5JgYR66KxNKzHZtl5m5j8HU4IIWX1c5ObuKn/sU/waOf+QSeePh+AHbownRcSDxeaLmQuhFicZJUQ+R5inoicv78xGACAaq0kiC9SfKmxxXVD1SCLFit1q677czYttC12kZjAL1tZXNYPn+3iwgCmqaVnzi3JcDUWQXTpEihqs2CalyvfSciTOsVJGI7VT/zMfvVeoig6i1GmVbqc3+ueZF0fvUHaZW2aXU0wHjJ7FqkWLmXIGSt/auMS8eIokFpyg/FcEnK1DVzeYotAZCihrV6mEF6Cg8nAV5i1xl2R0/MhxnzvAU5Aw0kZfMzqiBzvn7ficp3VI9u3kfKDNaaII+P1NYwzxI3oijM9P3UZl9beaDYk6Q/kWHW53ix52MZF9/w6Joq63gusSdTcUJVSkE9klrNc5uH55GOF0USeFSoALAQcux9Swl/2Bt2dWaQL9KGdV+M34Sq3pufG+sqYPYEdSVGQzWboT1T7WlinwohwrLW2E4I1p2kBhVqsqATyoZgYoIUDV0oc9CLt+fnOL15HXW1wqU7X3IqXvftc8oU2jzjgY9/GPff92uhckgHllTKsEXLOkJjANZIs4bmGsa+oNCNqRvet9+ABkwiUoZgFaAIQE2SKuAbs5bqofzyLmFAXSVHMkKocNQIpzGmUgrYVS1xKI0wmW3DXu7MxAkKe7/k8wqrFZCRj81IZqwMBnV510SE3ouoHWCpF6ASkvZXn8s8xVooge3UYSkQSAk3a8CV5Hgij7r1qdf/sKOjC3TUOpcud3HYZXxcSQVFSIghXpIytibit6ctASYBqtbTdSmkKkq1D7irc/Z5V2Os7kVmhK6/2bsD8ZDNMcJdd1cIyhMXcxEqEvY5EWcaQQKFeZDGSzEDs9bztjl2YYkdhZQitgqLQrdrc8uG5zytdlWctRFR5NEN9sAYns/GEkEY2oh3RpR3RkQLYANw/p39QBvqHC8en8BKb6LGeqAZtv2V0Xbqc5tnbM/O0OacrwYX7sHXe3t1XFIxAruRAcClf/l73CA2r+Y2ahAt0Kw+qVaJYjXDsj08EaNBw2BCRqHB40PQBTuzqqWCVxKv0NOBIUU5TELyRD+r6gF/j0HNrkRWs5LW6he5fpRJUmAoU3ADNyGQ1LDHTBpFlDikkJw5HSxmRiFoDQICMKc5MQ8eYJqECW7OTjCr5xOgnix1jcoyD1I/uDmhkahoBvUmkmOpWg+DlVCbVBUEPhOTwcZQks5Yd0pn8a3PSgDPn0OhWrMD6qjLKDLgvvN2sC0/T0divsaw9P4sLee9DLZU3AUr1trQs0RAt652qJY9bEzFZ0jSDO6xD5089a6KrKhhjGK1RRLN1oNkdTcinYUR8YL10TFam6V2BMMTPtYC74eYw8hRT3Qm2JYbwu3kZtqeCPGgFtSxmNBBWHok6TqjozABKN7vMGHE/rT4FEDUra5qJfLcXKbuN/ZNjoiLn+fFbKe/2X8mOTIxhFD9DYvBwM2rV/Dkg58BlYo3vvULcau3V83Q7JJtOthkUh6wc/h2W3BueZ79VMLI4tdc7Lm6oQzyEduhHxm4SeHeHysTiJDEq6ZAQM+Rk0j3SMI3pkiTYVIXU/I4WbxvB546ETIp0wilGKB7Sqkg+mgM9xNliSfpwUm8ToRpFjAX9/YxlRkAcBECP2/PQerxxICnHPE+q6RpEylT3NJ4BD24WK6SrakD7QgOkhyHu66vMwUy6K27u7GpxwRVBDMkJMMvm3opIqvtUGcJ3M43xa8+Z3mNXPo3Iqh9qVMXHT838c3q9qQgLjYgBkvwHNEwzlyDI8YmLIsT0xo67L8bUhW7AmtStzpN4n7re5YjBH2Ye8mwKwyjxRsWExIEMW63eTFkb8zEv3VJn8bPU+9dkALvvMOeYd5/nB00FpeFc0Xq67DElL8cJ2FPc4awEFIHpCAbC+dnp7h+5Xm88eZ1tO3G+4uE5m+l9jlnCu7KaeqSRLCBmOwMUeULVXHAcqnroVLpqVSdeJV6HM7ZFiByoue/m4+6UpSlhAOkzJ+FgWmlUl9zCax3y7XCaG3jB9hsCvoYHxv3hnmrOWhaAymDIZAXJWlbyTlU6xmICs41n03VPDtFIzxNDVGnSeZBPWBMu1KW0b/J/z6YS3Ei7ChLf3ZVN62PL6HWSTJzmhEc5JHUVgHP6gDXacLq6Bht3op9hUV1GF5K+k6VggnkkrpNmEh8uV6yEhSN1K1l0h0QtgxHU2m/TRb0Yd+rNMyqDTLPHDvcFwkj2V5jgoTYOETCIHRNGVFV+JA1o6r1tpvWju5NGKIJKSzMudRpUJNZfzyp4XAucs+S8MAAmMQ4MLI0YY5tBgjqXdYwzw1oLfZD3iv2CCV0tn/lZ0QKS52GEmeSJRCUANSF6iV6PM6pCQplke/M3un7QEvLWt3pMsQzkJ/LzNiNSSHvkSyowRjv/joUQ78HQW13z5hR+ubV57E9O8XNF67iiQc+g7vffC/e+NYvxN1vuhdv+sIvftF3vB7b54QpCIzfKmwNmDcamfdLzL5vPODHFs9Wvmu+IEMEKlL6y+HPXrpwFjJCnKST1O9MeG3DSkBb8QRivTXMzAq37bDwYtsZk5IN27kJ8WbRAXcaDdV2CLurRCZPoyF/C1PIOYg6EWgWaZxKpPbIKpMiH/i7SBOYaWm34bC6KohZqkgRgebZVUhOaJIh2PTWVAqqMtDe5zg4luit2Ox0QEuf2qqN0jn8QPceeBK9qD3H9kisqSs5OFKHIDEcl2A5EAZeghiMTdUlpn9Q3bIhRCoigZdS1WCpQWbQZINtHnMtFQZ3UvUT+VxFvY34zPcW9xHREun5ACJnlW0AwOwjxlAkQV4E0/WG0d7lMxXkc5+en5nBqha0faunabh2sC0ZWMyMLY1jnyS9VB2zrplL4NqM8VJs/mFthbGQHcNdZuf/efEWTJjHvaOfb05PcX56ivPTE1x7/lnc+0VfAhBhWq/xJhyYAgDg7OQG/uOP/q94/KHP4OnHHkbEIRRUKns3gas/dM7ZPToC/MUmghOEQpbkraLWyVUd+QAtUyGQvzd+HwxkSrEIasBmCU4qVMFKrHvvaH2N3lUa3DMeq6Rmqovmnioixa+mtRN1fzuR53iR7KlabUxEbUcKQoiVaWjwmmV1Xe5zH5uW2SpFtNYWOe02jBTB2hXhNJOsAaxX6tNvvvDnAHPDPG8kutsPszxLajZsYPV+BblVrRsQDDuvz36oLcQMXZi65f5nAJ3nhKaQEKM+S4RNr6NgaC6rBgFX1KQ3yqOa5oVyZNM5EReAWJ5bViswM+b5XGtaiN3o/PQG2nYj7r6tuVTNvft6ZfbYADXad7fLuCrCGDtpquzW4eZ4PyeKHP1M6RzXFY6ntVRgm7djpLOOuU6TZmW9wLWSWdFenBM25KTjIn2gMWOPO1nIbkTkJVpJ7QPVBZO0CInBd2ZPOw+Q5kgKAZJbFI+C0wqpoz4KAuNKO81ZIANDdm5r2ne32qoYkjW1zTOuX3kWR0/dgTvuvmf/PL7O2+eEKcybDT7xoV/Cgx//sJTPVIZQlNMHUQ6JwPPe+HeW/0Y/sE2HYAgm/QfBkcI82f89MwcAO4fQOwDswmn/mkLi1CYbVMp4omVVA7vhl22Mephc147m8cI7Eq+OyyKnS6mokxAY0UKQlFlUphDpxUkTimHY2Ln5JkddoLOYK/+7W8S1ufFCXAGJ0OcZjQhlq2iqdZeGZa1lHMyafoKLSJgWfmQG9Gyn2NMyg2AW1BHCg5DDUDmVII42Nip+rTG34dmGHjkxBCdq8piuv9s/kZZjj3i8Aatqkhs6NXXvLWhbYRK8kcJGTjibqN8scNE6UDpURVbQ1eEBDBDVUJ86AYYLHTGwBcHWD2u19CwM3m7SutuZkrNDhcy0sHddMmNNH3qkNIE0TiOmkxMsHNeUY6L1Yj9D+/YEs2cXluXT/aNr7O7moPBG3GkyZkMJGeX4ec1XpzOR+7H7U5wc2jzj/PQUpzeuYbu5NVNqf25sCibJE6FOFbVUr0dc0sJLC6lLFspgLgdkpFCdVCWI07Ty+rOS56WCKOvUdzdEMAaKoj0XDSExHk/vkKRQS8dsqSbka3L9d9ec/L03bLdbRRxmHwGyc+KyrxJBzaByBCszAMBrBcgB6CLFsuihXUJLTDBHkEr/LjjkCymoJ32rEDBFOJq+21QXdVphDcn42drsxKq3GZ0bmHMVswzrGRYcTur/Px661F+ynyQSdGe0UlCKV8QAwGh96xJqMFrWh2lGVmVWMHRCcGnVosytF+Yy4CpOXf+InldBwpAgyXNWR5fg0iczVpfvQD0+Fil83mBzdiJpS1oDk6QxMZuLrKHFhoRqUlQ9VokvRxhrFcC5wdA4eyqVvC81ql0JZ9W4FVf/6ZrI2o6CmYxUGa1+16n7VFo/TGUF6JzCKqEZ4YevZT7/dqbzGTA1sxjZyWlBZ9YEjuN5kdonNHjhcepHujB+BYHNsG5yxAUkYUezoTcteY5TNPME6xcgrtd5+xwZml38UCm+RkGWYfHlJ+stoWrpw2LaBhdjscQPlFpdUjZ1S6QNMFQRBNJJrxF7jHEQAAbiNPQTRhh0I6vE4qhFPT6YAapVgt4UGbRGaHMT7x8ySO2zNPQr+mGIQiUV6ME0eK36HO4dPUXeDoQ8jSn/XI4XwLB5LdMpjFjA0E9E/JprbikVtLKxi9ur876FLUgeqb71WrPAfMINVcR6616gNFn2DOqDeqWQeRc17ZMFr9VhjIPunAiwsq7ew/1tEGBUsrbnsG5ct21RpHBvsyToq6sjYfC9o28r2uYcHVtYsBsTYOqXAgJXCt8KANSaroUF8o1M3GxdArpIkBF1rWhnnVUpuoXBNlI5sDMeUyfaIuZ9EGuQqGdKSeLG8jTnzmaNMaRnXCS8saOJEJbYmBLH5QM4SgLc+Cwertl5EeKxu3tA1nSpQjJaYtdk1JHf6zbRW7B9zryPapFcQyUTZASCsCyTzM0JHDt3HVMhGDKoygiMKRQNIMu5k/b9G0i8rqBt20FSZq1CTOohU8yolt0LOTGvxcZiOfyzQlGTgo6OjiEHU7yX2rYljkCYjo5DIu2Mtt2AO2NzfopSKqbV0Ri/IBPjcy3J7GLTehqMxcZ0VVYecz4szsuNuptq4whVpZ/eu+egoS6S6Tw3ADOsvOZUKspqjd4ETneF1daHESWyS6SadV+IX2K61kdTE7mQoAKHj0M5s9A/Me6TxkjkNQYRqKUaGDstbFfsuyWkbtkPMlmFi22JmOMFiSkg0PoYPImwUFdHaLNkprUrpQKbZRGFr7XVLnbE0DtajdxYnv22dzRqjp5hqkYVzIxQWVU9qhUV0Bxfglyc4bB52o0qN1HMxEYJ9BVjD4IvqGc/0ycfTybWVjmWoOpfreInaqEOqEBgyNjZlQffLfa0/0zD4DwG2+fRR2P08nXV9cvJ/MKhQWJqxK3NajkyAO4NW80jdiu2V5Qp2MbrTQ6kBV2F7D3q+GUDyqIIQ2iDCCAGStl8VXXotU7JVVNdXcuoYvJsonvxHQ8HeKk+camEVJJlTncgn36Bq4tngcgDqCwFdTak9s7YYOPqBVGxiTsjmNGpo29lbubtFqWI3hklSoMWQwdIfVmsw9Anu0b/DQbm5SImSUhcJgmggsKMuc1BoI1IZo8QEiZdS0Hhil6k6MgWSGky8kRmaRUh7SqKc6ae9owd5KwmisMNNzaCRaVj9p5YWxunukAvCJOR//xZtidJ4LKiN5VqI4WOzTEc7ng/pzUAxjRfckRLNLuKj1W9YyjR8jsNhk8AjRmty3kw4aq3Jl5Q6qFFRQmppmsxwmfzohcpYovnewWxns6FCkrul0SmljPCeTEqDWYa6qVRRz+iBd/DWavgYNGEh5KIdzKyOyKMZ4wfxDU78rvNs/c0j0vtGMY8fP8D5pot0Dh51HU5u7bn9yH413N7RZnC2ckN/Oy/+1E8+cgDeP6pJzx3e26WmdFrBrRtIIQFJAQkc+I0TYoUJjdkGkGwsp7Z4Lpvo7okvoB0LnkPmwewessm0Tuz8Q0KV6MkDO0/OnjQ6TOzesBEPeA2SzW4zdmpox2A1L1TiHBk2eQh8noYxSBJ0zAHS6QwqMiMwBKcENu+J0ALlEAK4nBHxSSeSxzv5d4xTSvwumnk8QYWIwAS18vVUXE9Nqvn0mZz7jmNSL2TTAXF1FFLjboQymCFRnXvWy8Vlr7egry6e84YU0kp0LXPsrVSjiSicZ8kwcLqKWRmSCYSpmZz4rEH7rMv15r+vq7WSrQ7aEuWYQWlkBjltfuOyqYVppzdt6vnl+73WF+tKqfj4t4xW+DmqjhCYmZ0LcxD2nEJcjNkwIszw4uxBmrKe8p+N0aV95ip+ES6Z1WxJRuE5TyyvcwiTDkx1kNoXmfmqGBrorxLSsN6vrSuwuPY8yx06vTI50QhJGVBSlfdkUVGPLB9JWnVbQ7m7Qan169hc3aqNp4QbG6F9ooyhc35OT7yC+/Hw5/6KKa6GhPdUUhqZjfIyMI5uQtlRuyrogNRR7kUkf4NHjjZo2VncRHfIRiFS/IuDcDhofXG3F7zM/ZJNp0ZrXdPqJalpkgsNvZx1ihIiQ8oWGnaCWggmG1d24S2uTnttX0M4SLmQGkccU8+4HY/EvGwYNgyMjsC6lTBfYXN9lzLVUY6cMshVeoEbjM6bSMteZGsqqVUSVMCqb4l+m1yqbIUiRiPmZDZKAx0WzvdV8v0zMXiWZJUG+qNBQpB/tgYfTAEwFRKVod6vER+Wg8XnmgajFmmCSgFdXsOcTG2h8jvbe5uJxAmYq7GcmHntnALlXUtZKq1ILi9N3QqmiKGhs/hqyz7kSn6mkil7O0BlcaNAzJIUngQewtCC1Vc1sjH8dR79fpOWttDCbXPe36fPRCOF7xj4xhGYuxnJ6M6hDAgF/RADuz8FOZem+lHOJAUFxIlWWLHvNFUMe56fGu0V5QpGNEqSswjtz7i5Fh+Fk01y81URnrUSTx6ViuxIaxWK0xqR8gqg1yhjYxqcWysEG/Yv0v8KT2nDNW+jFGZYdu6noeQN5BJLMIUhLCVKoio9gkhLTL6Wg77drsVF0k7iLP4XpOOf6sRsLXK8my3myiog+quoT7vC2aQP5d+j949S8SQl0inwScrnqFSt/bR5rd3iCeY9S9lcOUuGTh7a+izSoN1hWlNKGVCb1uJb1Df/14KamFIUEhI+swmJWaXV1lbi3ZdjnkYKxgFFYYAl4RiX+uet2ckdBZBTUn4CAHStO5KKADVi8tHhYsGKHbw0SWUOqFtztDbVq9VLxpiqaGh0rPkoWJlHEXqW1jmUJ61TsYGZFHkZs8r4Y3XVT3r1rRuzgPy3CWCFjrfsW+2BpsQ73zp+6vW6sxapkCQQteMx6To0PJEEZnbMXRsql6tE9jPaQr41InNtaHBYauQfVrA3IbxuZE9IG/03xZrgQiCMcCFlQubRrTP2w02m3NMqxWm1fri619n7RU3NLv0vodI+YbRDSoqpOz+GAR7YAhmQyDyzbRDCFmPJGFcsLSBl8QjGFgwLwY80nPsv+lCg+iFABkGPTvIxXSgHM8FJIDNgthUweD1GkQ67pIYr0jqbgAS+ARg6mslUtNwUJfoIP+MaeC9v+9MU3qmXeuqCzaDpzEV+WdGfwbreWJXoaGxqjxmSe1QJ7EP1YrthsHbc3TW3ExsElVIYpF2OjKA2oyaJO7MfrFmahIOwkRxwAOR7s6V3KzhbMN3uV8jk9Uv5PkLJAok+4x+V1crdT09B8+J4RSN96gVVKoUb1GVG/eOabVGKVMQSFYiN28Fzel9RGsXKgypBFKV8XkmVXc9HSZgGFee06xCpcVdJviZgDXS1+S6aoKcv4t8vTt03W2uS41aJtYHhFBGPhfqYktjAKshyKx6zXaavFZ57cZzkgXNNCc7zEPtdiwxOm0rwZu4hervfG6YAiyxWUijllq4KzKwQvQhtYo0KuoiVTlQynuPdPi6GpxKR+kMJETSujF70xenv2HLyirJlYhIHDadbHbb8LLx9qioAJUm90dMI9lUjFjUWrFeH2OaxFOk947tZuMyJgPgtkVrQJ83Om7Z0Juzmyi1YmoNVe0sGKSi1CnreFqXyDBr48oGekmDbfOcD8c+yUjWy5CD6JFrlZ3fWhPvn1IxUdFDOus8W83iDioVR5cuC6KYRYU4z1sl/s29i8RYL+fPsqNG2VP7WzxdLMEfc05/kGgQAznRvttVbO3tFo0JMMPqbCkVVHQuXIPw6UtCoiSQet5knb8E0qkiTD27Vutj0bkbcuZ4P8jSiUT6diPG4oMfwpSpYUU/HxlJS2+o2m9j3MYgZveOCbsNGTRK5H40HNteDhS1wzcLjZ/5F/uRqX/vB2Ak2Hat0xT7WfxwwycCS6+7pKr2ydXzTcseOT72vRHq1CWDQPrM2AGGf2cnN/H8U4/jzje8CevjS8sJed22V4QpDIYmmBQ1boLQ4bHDPKSFsk0mnkbVpcK9Qhx0h3QWvTRbCKb8IKTUAAvvkizJsVaE6ePulMNOrJJIUldlBGGEhABPPcnjM3yDwVCMbLLVai2GxlrcnuIugJ3ReRbX1Ba+96TEyewBzCsw36Fv2FOkKAs1GGMyTMduemhJDUJgTW9sEuQ4JRk5yPSLzUV01qUQuMrB7gyg9wHG91I14nMrwXH6fZ2ORX2iKkVLA82dwMVcAtnrZogQGnrmqP0c+40SoXDmYETM/l6gvGH2EqOXnUxpv0rp004UHMTmJz3H++DpJChUD0SgWlC6BAASgF5Snqkk0aJUVI5dNGupVCgaI41/6ZZ3CgTTfVMhVBZxQxw2KizRpJWctc0ic1hdgLL5BbOIColQO5nkBUPwaV9+uMsQ9n0+Igjac1km0BSCXyzCIGiabcCeHUi3hBrRBrIcw+KjZYt5svsHkRNgYHN+huvPP4dpfRTjA8Y+vw7bK8IUzk5u4Of//f+Opx97CM8//SRMJzgYOvVam0zP2qKbe9JAtElT/prEwl38+0tR1z+T+EkgATfyAxgEG4ASLzeS6cI5Q8HoGUV5k6mE5jWdl8yAIlZWHp0IEjBEXPLyF2UwhQkTgG65d3rEAczqj46NVHSzfhT1juA2ozHj/PQG5s2Etj7SPDBjQR8zzFvHDP0IUQaswJswPEmzzCxus4NklcbJw6EbN3mtKQOrfk6F0NW7pWh+qlzti9ii1uWayaqZbTdynaXJYJGeTSViPuQmjWfhwt49GCZhpCT0yVkFaXYli6djjRkY1tDGSpA8Ujo++Tyl6FYVC+V7bD5UtdEbSSDeCuA6oW02UXsZlrIhdqfsO0CWtHiMTjcmoarLNov9Zt6Kk0JvHbUzuDZ/tm/FUgCvwwBhxMjM0wicrrUxolh5GHLxubQzYOPNDDjNR0a3VivF7vZAV9LOLOWdATEkgUd/mNdaZgr53WNMUx6jvG+0Nwx3p89pXB9dc0c6zHjh2afxmQ//Kr60zXjbl37F654ZWHtFmML56Sl+5X3vxaOf+TimOnl+lmUiOqgk4LJzOsyFCJN6GNXkbeGQ2XTHeS0QTMIzhZrXC8zk15NEl7g5dxBCPw0aDdmFLIWFBcj5C/1JsKfZf5QgI3oPO4TZ9mERvUSEosY8MbiFrcFsD6ZycmmWgN5nEEsxnFIkOV+pFdVdEqGbexUMiki/tz2boQRJhG8nh9rLwLdYwnHdjPjaIY81l4U29YdIaA29BpTvrYGbBb1N0FBozJtzdM2w27lpBLOobCRRYMy+ECTTi0dCv9w36zch0CFY0IclWGPbP0aL2RR6414ztYLtAbMj2dqGzj2T38Sb1bgKZnCHlErlKXkpQRwdfHdlidhcsAum1QqlTpg1eNOIUZ/PwX2LthX3XI+l0SJQXtUPKYrZVUo2ZyG82d5kfb7L6UQATN1Fvk/TbA0/BgEsMWP5m4e7RgHMPvOjhfFq+PrG2VZthKWnSe9dxjL507LUz5mxpMsSn3aD/T7eoZ/deOEqTk5u4J4veOuwL1/v7ZWxKZBFHlcss5TaYrkEJboFj8KMiOXJU0VbCyOhRgAn+dyu8kUmlTgXsswoZiyPuZ1evd53fPpWRGdwfpQhhYGu2o5d7BJKLILs7+KEd0zHUFAKo1DVlN3JfzztSgX0Yn+ZJtTVCl4rIY+OGejw9MFjOU55XjGfeZUa5SxEriffzInQLucv1IVFn1m9etbAEJXgQBlILQU0rdDaFvPm3KXdaa0eJ1o1zPTlrPqKUFMWzcZqthI7eLuZeMcWi2xMw4z9I7LlYdyyZjJvVle7a/GgbFeiYSPt7kMyxmKIEPCMt2177l43LnCwqDgl26fG98xzUgERyrTCVCqorjGtjzFvN1qTewZmEnS53SgDtsSEyhwSkXaCvEBZw8ztmdulilY86fJcGx2Q/cUukgXjjrorY8yRzYMwK4ZlybT4Blsjz5aaVHZ5vjNCSD1P/MBWXfuaUKXTr2EuBvHU/1mfe+/oG1mH7eZcYq2mV62u2W+6vUI9XGYqHZmCc/E8wRz6vZoRgsc2GAFM3N9TaYdnAlgL2TN0my0Iv6MTgyh7sGiCkLFhskpCPRdcUlhsh3SPEy3bkHYmBqJKriMXCWuK8QGodQWr49Baw3Zz6uk/GCoFGSNWlQypGmrwKV8wPcvHFDYUMXzG4RoRTX7KkgzQMJdyhanRcqxIS14f6W6PLSlUgC2k9obI3qirFeoRSboPI4DbreZ4EoLV9JAXCuO27D0ROnLuqHE2GIYcTQq2vhqhXgzSJWbACE9Is51zWhZTl2RCSDuPM1WY1ZUGM0qd9LNZk+Tpsxjujirpw2WPtN5A5t1Gkhq7rArq1MDrjtOb17E5PxNmt92aC4HMUcoZVgrtIZTj2Pe1fSLXYonTvMicm3dgV6aeXCv8VUbAl2hibx8s+lvXrCeGYF0QZpA0AAvthTxebVKcMq1mRLygYbwzL6b4Ih8XkaYQYUlBb4W2Pm+YAgFOnKL61yg5GDKQqM2uKQKKZk+1KEwGqKPBUt8mssPdOTg40jj73rWFMZi7lwHER25DEOoKM7i6UTlLPomg22PTtkNO1b28XoR1g6hRtyBmBg7hSwniJGUnJ/W8Ee+etj2TSNU2g7nh/OwERQlnmVZYrY6SqoscOQjBIRi475pSwTLO5nUSsDMekOVc7Mu+us+gt8wUWUsFTaaSi/SvdVrh+PKd4XrZGuaNVHmrq2OU2jBNWj1su5EAQTC4TIK0TKL0frwYSoiNIEiKPe0zsyUtDKaRm68/gHmWeAMU33lJEMozyoEMkFBYFmzU5gImsBmeexNUQgBVdb5AVXdujoh7U+1ov7kUoDNWx5fQehKifI66G/oNkZQaKtNQAYq9x+4PNiCCCfnvcQYHkYmD4RLF3S6nMIASMSYjE2BX98V3L7mcst9r2ASK3pfvzcjHVWW6Prz75DRiYwhZAFp2Ir8nfcwvtR9fX+2zYgp5Yizy2NL72vcmC0C5eJ/FuyQQhTAGkYh0m5FEtqY3pc1pwlVxi8COgcs+95+j1JOluuz6V5wZUNyDfA8WErVItkNiryTpaM899ULo3Y08j3lcTP1hdoDODCqW6rhhw5JcDooWtuenItmWgqnNmIaiPUGoXDLU6NA2S3F5U1ksVQXMYdtYMoSlbjQ8a5ZG6ITurB+25rruxjimaQVardHmLbbnp5jbjHmzEUFjtXZ1xHx+hu35mZyz3lEnYSi2DuTqruUBXcJ+gtWzdp/6xBgo7RXfAZnRQ12riVBRPcmcSf0DcoQRJjsTfiL8HmLxogOzFFYCgecNiGfft+ae3Y0pUKRRR+opA8BEmJhxxFJCtbetz31rW4l70bQyROL0UErROt6GrJHGEGfPznI+izZJ3pcLVE8+mXaZMr19ht9MomP+RmEz99DyUBF0LX3dxmdd5FU3Dmb5gl31kTEUY+7s7yJH5mwfWidvkfZZMYWzk5v4lZ/593j2icdw/cpziRgaodF8NT25G6YDkSUAZvai62BOkE/XSjMm1ioowtJm11RPwfLoeDyBB5ORMutx0QUtSGZP12WqxGEQcRiTfuaL7x5Wy5nRcTMPe2F5rW3IyJeTjI0JCovk07VgkdQg5t7dZZXbjAagqXGWtcaz930GOhVHcUuvnIH8OZPa35bSsEmfWV04IKvF5BiqWj7PsubWaQ3x0Kng1tBmGZMEk3WPa5B60V0yyZIkS+yWPsRQSPBpBKUzrzNVUg5MHqEeAJzaMJRRJwThdb5ZSpvu1BiH8YhYT3m8el3FBUlo0vUoITi4hN8FuRWqkFea+rW6XcVrITCJfe74klTF29gzw8jM+j6GBbGJnp8LgTWIMGwjYWi2idkxojO0yEiegSCMRLz80reBE32RQhZCVTCDfAzjITp3diZ13VhVubZithZD79LfssW6rxfyfc68dUt4RwIZ2fxkgzfSb0vtw+u5fZZM4QY+8B/+LZ548DNYr48UJaTALgSh671JIRYgSdOxi2SDctp4Y7ZTizyepoqpVhR1XXXGUHKgk2ZnTdHHeTvn12QmYtcOxCx9HkSUdjavDCMYIYCBGOwRcHaYgqlrPAVIZ4f7gEnFllCvYXN+rtfN6OhCQI3peu6hMTtlzE2SMm0cScq3dpHXxMgE0rKl7+P9OjfuqWPMUfXySZVRpzXqxFit19icnmBzekMfLjmS1sfHMj9nYnzebs5ApWDFa1f/cUnJ7lJfXTK39TAmnVGAoVsjLPa5BYTZVPS8yDmhnr1vj3S6IBhxAXytbV6MgZsnX4MV5BEhR1SAkvZCggYbWp+9e7WuUKYVaBO2HiKNaCEjgF1qqfPWzx93chvTRVkJvNP5IyfA+dKcYWAkzMPxSmjchcCBAwQSC+axnMAsa+Q+joJYvD8+9Ey1CRGM+1lfSN7TxUCXM7JodhYu+v511j5Lm0IYmN2bxtiBSiJtniOlhd2VpDKoRGycVIyHpHUTJBeMMQQ3SpeCMqmnUzWEoDr0JVMYCEKS3FKVJhvLcAB0ozvTSpvJEpR5YrsMre2TPUjBiUNKzZBbITFACw1VFYvZEHL1N5V4S63gLioCblIP2cpWWiJfSgQmIyBmU0kAbtwXDL5D4DNT2elzsfQc+6KeSVUWUkeioGt95mAM9uxaLPc+QiqeVji+8x5NF3AG7oztZgtAso2WEobaZrYqkqA3W3ubU1/jIoJA1UAtzvtDr4nVTGvvofL+KcCSoI562CLIS6JiV3L0H8EkxHhsUq1FiKtB1m0GYkOoNOkzhHhb3yxHkZVjBdSG1yS9iOVWGohvrSBUpXeaF2me9dxmr55gnPsE9UADC2ECLsTrEWPkOXVpPunbnXmYrFL1TDsDCbQWo0ksYB/ETWdwRAbjnjY7xM69w2cjs3+pRqWgQGjZtFqL2/Ut0D7rXpraZXDnMmjKLBGsmrcF4J0IY48X0P1isQqWEK/W0avJmJC51pUixu0suZeF5D9IGEqsDW533nU1i87ZGBMMBIVBWrdlLl9pRGB3j+UNGNkjc/PUDVVSaxf9yVtG76QJzeCMo9YKJmCehbE2dd8s02p4rz+7iLdGHIilJCiMwQ7zS7WQ7EaEZeO0fD+tdVcPEbHm/s/EmJxwGCNlFh/+1foIbbvB5kRy1G/OTiRVyNExuHZQkayUm7NTdNOzV4kWlzXPyFUk5QKAJiTUkAUDQwlpAyAmxNfM1rJ3ZaZl8Fwy9d8wX4k5GDEfjKIWZctqMyiS5toQQSkUQhTZEzlJ9hGQ2bswA/k3uzBUaqrtTWZHk3PaFKFCYxs4nRtDGeO6BRouJTZ81JfIDMH2nU8B3BgwNDNkL+bE/4vE5OGfL59CyrQxrOd4z7BWelFGC74fdxjDy2tEhKrZj6fV2s/H6729Yqxr4LSs5Qi5ubdRiEkJZoMxFS2xqe5xqzqh1iIqIvtc9eGGGFxaT+6vA/GXN4RksXchZCvZhnL1lXaOYAZblkIy0WkZj3nQIHLs7JVU7HlkyMXePUpISykGkMAoJnNX7EDX3DVdvFDm3mDOfWL8nAF09O0KqAyrShc6Y4CoDXPG0JQefnjT3O0b08s9H46U4oa0NEPGy1AhLI3UEtDHAMrqGFOZXAI3gztRxTQVlDsmIWZNagWgM6gWrFZHgn4MOZmK0ewrOqSQ6Istc3yeEZ87D7n8CYYWqFH31Ig/yMQmvI5kLozQ6bMpfUYWbaMG6J5Qok6YEHTer+KB1LGoem0pFfO8xXZz7ufOgru6Vj50lWj0aFgPMDRRXTDxbGvrvaOrNxExCWdYuH/G+IuttqIt9ULqpNH+DLHl2DmArmGa+z2MYXyL2LrAiL5mpPfyBf6X3YI5xW8ZRN0KDAH4HFReM2LQZsmbb3ltllzSvJRrJbETqLpoMjvBFOl/IzAueSn4wS4pSjNRnWVLhEc2f2z9Assd0/1iKuLNIu/koUIXq9Qr5hMKJJE8S5avln3tv0U6BexnCAA07bJkjGUuQIUSPOmr2BAksI3A6G0L7gWtbsEs9YHFSNmUcKnEad5IXZkGdykrae9Nc/miG5mNcCYJa6/ElWpWQJBh6Pf3KSUIXIQhzFrFrq6PUbowtLbZYHPzOqwGRZkq6mqFPm9xduOaMAcWdjmtU6lTsvUKf3Ej/Ga0z2MmqO97HvKO5Ci/d6tKx+z1n+GocYwQl30faa2DWaowgmAWLkz4XMq3hirNeBwMTPaj1M+WoNC+PsLm9ARt3oTkrqVhg1lBEL8JSjbuBVM0e9QYvS7PtGR8hihYI6TH6GE7g9pfSnUXRGcGLvFOCqoejNjWc8/OyavSlSK7e7shw733mVDwm2guRMTaOYXJXOEWaZ81UwiiprpFVcu0NnslJwAu0dSpolLBahIEIGoiCUAri0hG4AIhHwm+AsJ0AF9pNmkqL70ujut603NMnWJGUYYQXhQhmJVJ7R6i5mKSv9FaUj9ElC1K2SE03i/rjJzfHaYAwIOaLCcM8kiIwMoDp9URqFawRbaqiqD3LTprzV8qGtxWUKq6byYC3rmbdt2lRV7Yf5beStYjM8oSEKoL4p0Eg74SzOiNQeiqbkDKHUS+j0KaxkB4RBioqOs1jukudXEWLyRuEtl7dOmyEmEhUudnNwVh1kmJSwlJPKHI7NSgFMSFGVuTvUfb1UpGnFnRhDKL3nw9TTCwsZo6xYz8vXVUew6bGkWEAov5yGgiR/86Ax4Er4jvr6s11seXYUyK/HthELaH+rzFvDkJ9ZciY7MRGgEkKvCw9eG8RjRxKTLnPY1bOiQxGfa5IYFuDLA1EGmxmiJIUFyIZVSwuCAUWD314ez79NteMqkNrtryA6Vf57kCRLWaHpSWe48Ax87/sdjB+3bM67599kiBgWAKYqTi3hUpdBTj0CRGyZV6DR1NYjOYpuq2AvN4sOyopItVUvqGpc0AiMVx0km6SvsEd5dmk196Igxma2AwuDEKimzWUrTQC6AikAQHJRWWIYxiSd88eCjN1Sh37iU01r+GOGzIKSwIAIsUXNXI2NvsxtY2b2QcevTXx5c86jmkQQbDbAxjAFvHuPn3GpmzIABa/I/TAQv433rYFsxTDMZsDXGxER15b62WK0jYVplWKFihHF9C225wdv0FkXrbjFIr1hoEd3Z6E63NaCeS2mF1dCQEB1UqnwGKNKZAnz7XmTFYLPCLNNOVk5VoDcpkVbimaRrUnZbnaqqqSjGhhcIA77Yn7Zc8O2RdQ8xWRtJcUsOrDABVSb6ogY29z5KenCy5oDEJ6fe8OZX8SapuNAGB2dSTxrAJ3MeEkV45rVjmWu2jMwmVZljlaTt7RZ8HgsWPEOlcFLOnhIAEXTstz6Z8MIi4penPn+o3LvjEoiZWYLwj9e9ClfC+bfCyr3x9t1cMKRghm+c2hJqbLUCynxZXE7kbafL1z5JUAOn8Mh6Jui2Dw0KOA503XUIGL7bQIX0NA5TnMNSzJG0qg40u9YW3iBA3UxOZ3jiklhfbQJL3Pj3XmaT87AwJeALALG6cpU4obfZUFsAMPW0+xzJ/PQz/DFAR4tRsTcjy+Sy8SjLRZB2Lq8vywQpCIJ+aolB3S+9q8O7CfUxnXoKD2zrUKq6geX+Zpw0AUKlYH18W7za1MbTtBgxgtT4Su8vmHAC04pmUw/S5UOEh741hv7BJyeMeAdS7B3Y/aXX72Hv5+tGGAxdIJIHcuB/F/kP5hbImXT23fP6jL9B5zo4L3V2a4/nm4VWK1TnWBIKIjLBUJqyOLomNYN4Kc+gVRfN0WeZaYUJdJG82Rq/jFG7iyJlKzKutLRuqJohwQhR2ps7gwiDdo41mqcpnWX979wA1gLwolrW9AsyLfQ+4ALlPjtzX9tOQmG9DbksB61Zonz1TyJPA6j6pNQKI4C6ka/UmWq+UKQweRQuCYoiBdhmDkR+Bshbub9tD/7vYAC/HwBNoYYT3AMCti7HZ1Q2Uzz1ML2uwXE+Fw2ULdBoD6Y057G4YC1ya51n7psRF4XoZPIgYEx0nlNYklTKUULgkZxKpGmNhBdYLWpk1BmSVMl2GfQBEGmJgc20MIwOhLCHHnGbVnExD98C7UmROiEpEpOo/K+UojmmGQtV1UhlEqRPq5TvR5y02JzfAvWGez1HqhPXxHRIbo4Stzw1UGROtdXsYQQ8d+lI6XAoQw27U/e6qMispqXNtc+P7WW0IXntZhSJD1EvD/sBMUsBfxgoDY/C50+41Vq+47vtSENkErvEAWZbi46eywur4TklGWAQxQFVLpc6CSJW59zYP+9dcgUtlRZ86di0oxGSxF7o3Uv/lbzlfVqO5o8PURp4uXFiIlnCN9w7ZeZFIAI0UxNd235q+RNunRvV1yOeAY2/xvutf5+03xRROT27ivl/8OTz7xKO48cJVZEMaAaJSIXH9M6Zg//aRefMBEomcVAIhLd7SXQpjfWZX6RmAeDp0hmlAjMjIozn9uBgdZCI3fL4HZQjRJ/8ZUN1OI4P7LMwglzlUZmISHSuzIKa4zg+2qnhKiTHYQBJzsGJFVKzutczRtFqhUeQ4KoZcSkEpU8j22qdlZltfGUVJZYDnMT8+MxyfEUIdkGNTJA2KSvolEubB1S16kNLcGjO0sTNpHQ5lEIZDSq2Yjo7ArTtDnLfnQnynlTKhLaBqTSoFZQJQWPz9iQDVTw96YijDZ++hz0NX431GFXCkaUSWnfF7xTgj8qzpT/YQmswgAoWqsNJ52C/wXbVADspU0IGmhYGcQfm+in0vDNxcpauesQriAuaOSlLzQpibCErN938+PJoCJCUOrCTq1lLEEM32tyfARLiZkqTdMM8lSpqENjdxZ9brYu6shneJryCJ8OCCXOphYrwmlmWE4KNR+c+N7n71eJ2d5UAI4z23WvtNMYWT69fwn/71P8eTDz8QPtC9DZt3qkVdTEUl4UFnaXMCtq7Jn7tL8FXXPCxSWUsWmVBcqioAqEAOdSFQJy+AtlwNWkD0JfReLp4xBJcgVZ3Sm1YTK4bfg5DH87sgC7ZwMwrYq4VZSqmycVobNlk+tAyg9K4VvqKfBHjNalPTFd2MjWZwL5jWR6BasDk7lb7oHEjCwlUQOFMreIZahe8LCBxOt7tNVGSs0FvmpKS4FSGGoZIbyAezqgIAoniLqI5C5eIFcDTiV5K5GVNiUCWsju8At4ayPUebtzg/vQmiIvEMvaN1QQzb7TlKqVgRAVxFICEC1PAd66hOB/9/9v6s2bYsOw/DvjHX3qe5XebNvq9CASgQYAEgSAAiKUGiaMoRUoQYMt1E2GE9+Nm/x79AL36URYbkF4VtgqZJokehCICgRAJsRIAggWqyuefsNYcfRj/XXPvcm1WFupl5Z+a5e+/VzH6O8Y1mjln2oNR+q+TQGL6i4nVN/RiebReXl3IM60l3KCdikufATFpprWHtqwfEQ1pHNCDipsHhRCBNtWwSr6mz7R1CKY8IHlTRpTJt6QLp+6UtokKijJ4t2CV7iHZjhJ2q7aHpuR8HHL3eRGqjI0JvIWXbBjBqcuocpXAtlnyfRoMyHZWYpkBnkP4GBmwn5cV/1vpKP/LPrEI3IPVZZQjAp1YfxWTP3BGIydlskiY9A/eujhkpnIATDEUDxGDqcgRj193SyWXNCUxroktsDNIAe8RN9hAh8kNS2oSoPbaHSh1giDcRI1aCmXpgy3xMGqBMPCiYjOlQeUsI/DkkgjBWVSUFk6QwTG6ZqwSiA1oDWpPD3Ll3iY20nsAgceNsTQ5h0bHrzB4CQfp58cXRhoXlKE2RliqW5dLYs4lBAGLf6GzMPqLLenR9Y9ja3fZdSYeOi4176gKvj9kjZGqvp1uXqITBr+hgrGsD6f4Nia6phMZDoyT7Daz8ig6B8LRyVGpIcWT21rh42Uc3Lte4UTHslWHE7n2XETAmlzC0z60+BAizWBknPkXLbDrZmEI9tnSda65gEHg5CNBzaUMGYqUGC4DIafb6eRdK9Jude8HC3PppdbAkEoQeFkUE6hoDqrckDXECbvLJvr4Y7pKh/Ta6FccoNlXt6s8Ua2wUgLYqIGUA2v6e3g0Qx+j47DGIT29T0I4TD5usJgjPoVYmtnjD9FVVBDIPiruaLUpz+ZTIjePxeYqkDHk0OXWMNeSF7vVNC1xJSUJVMdrj5qmQEqTMOM6yM2PVM21N/1qpYDAtd28szFI26THDT1Szu+apYflksb50ufa7ITCrb7RLCIS5X0pMHGUGpxNu2wFL7zgcL/QMh1MJusfjWHipKi+MzAGpWCWSJjpH3eSROAinAeqhZsZFUzt5m1oeC8R9NKCJsdOkOO7dVUksL4PagsPFhcRGehJnUYBV9dLN1tHQDiLJLHyU9w5NUbiM4aLMKoLJVWK9epBHAxFqmE4I294PL6Gq/vFu3PT9lhiRBoasZ5aUam3ejdha3SMCnELsUeIqjM0BHskZDbIzODbidTsGt/fENARhL8tBUDtEdScnv3WcTqeBMCo4GObx4XjUdSKfwjQaoIwbqnr0sVMJ3NRUvFh0YJU69TS5PpEORIW7hkSSxsXVnklam/XrlCH4iJvEwJv3n/f0qZgCM7CqsdCkBd3H5cSsK8FsJC6dK5K+GGJsEvdTAtJBGXFASUVO2xREK0Jl6ETXVeLSSK39hHPrU6Usii32RCDuYr8or8UGFeEl2Rgt9TCVSq4INdK8sqQQ6JM5fKYD32W2MSEa9mn1aMByPEq4h5Ogcw8YZz7pPUJkd61X75k4eTP3CRWRMj/dV53cAa1tT78oVLLCljCG5LXtD0eK6qHCSpyJCOiXiDHnFPzM+krGWVxkl5AYDOUWwsDOLAwUOfG3MUzggjT8hZc+SNXeBqciuVGT3uE6X6L5VXU0PmdnkbhKM6nEUiaKxE3oIkfzcsgPKQoHmJsHm7WDf5hMgoOoKLmDscqYKOHtZp8xMFUAGMHCrApj6ThpG3hdlT5cqhOGSLIu0SjDdq+6JWJfGR0o7W0E7tY+7XhGeW6zrlLf7v7BYdHAUL4ATAEQvaEY9RIxgnZKl0NQhNCI+mFlqH5cnj+oRACNbSTcuvlcma0QSgTD0b2KrpYv5RVmpz0Bm8UIIBhRaZmpkKQiLjlw204uRbCdzZC2+ETX25k8xqEmJkkAZRJuiSelb/GfN29KbIQ4Nia0y2swsxxM01cQsgfMSTd+6TgZoqWM8sNYRzhH3EO6ybrpTd+mNjoDNUZIHRIEMNor72ie2WgPBGIEhCkRIEH+SAO6MZgPOCxHHU/Nr0vU2dubm1CptEX2P7RQO1nZNq/cy4jXVLc0Zqm9lOaNEWY7w6KE2Na2Fa80nuc1otGhZxELMMZP9t2saeeyIdvtQUnVzifOBSJhdPQTe1+zAiFhDN3nEpqG82OG2f5AMr/aIoRxXcUesp5OcMmKFpFonaky+CSOGuvtDQDd/a2eR6zjQ617IEboOS7rrdok1iUkM2ojXYfH/CKyA9NljIc+CcJuP+t6247JpiDtq8mQPcfpUzEFAuF4WHBxcYjTjXRxK2+W/gZwaGpotvMRtOMWJTRLaxoBMs5AMHWBS+Q+GKsgQoYawwyJARLuAQAv7t4IUrHTFkwmsiPytXypInEnWj2YT7fn5WUXnyXUQcRE8h3JTUJmuMfUhmIqQqY6CWuNg7FR+g3A3XINldtBLl131oaEIDn6xiRTqXQNgtYY3ZGbRb+F7icw4lztR2Ve6EJznWy6Xg2oao/qkJDUnqSgblJZonVGNMwTisF+9Kjpcf231UEBivUxQ8agdcZylDqYtNvXWzAPQfQSU3CxjbZzyPrRr3G6ltQjoOZ7B5rO+34Soi1qoTquQISAMCKUk0nSYXcJicjuu+qE63vRCAzYy4LWmTRm9hWOuUUNpBsfN1KrimACTMxLTvp+sX0Rei659QHpeSbuUGDuyLmKRLr3YgWfbkG0+v4dtzlaPKuFxR65HHQoq+Tpa9bslYbyRwLv86sGvNyXElDy+YzxAk+fjikQcHl5wPX1BS4OR9lco3ryppNqUa+Bg3kfueeBmcYMmSadLSDEqZsQHp0OI2S2RnvEJSIj1CyEjRYLOUG+ixQ6ufXtoUW8XfCMsDIyxCtKkV2f6ISZGad+KxLDsmzLoGwos0Vsv20y2uI3zO+18zKMKOeyXd2yUfEIA8ACR6mmWxZlq05g1fmumq/tVxD0rQs5zXBDzU7sszonoU2vH5Hvf7AFFn1o3kdNQxCweJIBsZM9MZXSTAaYItJoMJvuoUbsup3l4TrswyIuux9/iM6M29snPja2w9oJo0k0IcbE6LiwKnNo0eCC1nxr53IQAHVi8dAxN+B+WjXUiAXoCwJuEsLYn/a7GqWDAZmqxtxXFa+WfLY2omDk0b+6Rps6HfBJ1/Ci6hegJ6OxS1M6bstB1ltfB2nqaGtJ2mauqYfDsc5r/d5dylqBvrpNLdxV5XM5RDgXag0H1s2zbZmsDYhaikICDlVhGNZn0vxnzUbwrOlTMgXC9cUF7l1e4rBI5JxVjVQNCKZAlCSFJRY1AJv5pg8NYsmwMO9AIoSJgwu5M88VYza20cfKyJMmi/KJwDTV97L9Dte5GXEDEgHWOo+TRG4lxG8SBWKSe/ML38iQbTvpnAiQnV89Lp5MICS/1jhEZWbcamhtP9JxgIlZfdB79/0UOX+QRf0PpjBW2d+fSkTyYYS7tQQRlFBQW4LRDIQr/I6ty6oEyiwhwmHGfPU8ao4+K3JuhwOo27nX4q0kqPOY2s1C6Dh+AoEE/ZL1SWtJQrEyU0iGZnYdYSAGiLwPwDtzK7uOjtKX9b1WqG8Zs805tqikA3ouaiupbfwY5qRl56vZ1Ck9ToAz76g4R9uKki8LHRUcRV0Y+XjODOLCrhTNkt3ypiqKNSuAZ+0nZ4hkUqBy7ILjOb4Y0s+t21PxzuwJRbXkzPizxUQ+FVNoreHhvWvcPrgHQaPA6STRUJt6WCzKLJaBKTgq12RTIdCmfnqkSTixmHFskwLcd1knR2uLBtgzhqDPmeSQkQMQO1Gd4FZk4eicCC3PpzRRpHkUMWisjcyw85flehBHK0uyJs+nTD7LR9VEi0kiE/Qj74cHGMAgOgIs5xFw71hvbtQlVOPqtwWV0YkHDXcqh9A4cx1sMRl9juMTdaJYzEqsbZ4wq4eIhWWAAoOJ5EMZpQPByCmuMjP6IiE/+q3YvZo6IqynFUoxQSAcjheyC1wDON6cTiBqOF6S7yw3DzgM05dt3qayjaCxHiBvbrPWp6aWc8mayGNlZWK0ASOJAdu891hdTihD9ZOlA7lCRuE0P/i5HeUALNSUQYbPEZUqDNBJ+V3iPK0n3N7cgCDnYSzLAZeXFyUEh0z7huPFpQDK021IsAAWm5e2g19CNGkejJPOX+siswcpodC+7OgngGjF0g/F/dnaWSLX7qylnGbSmrUnmIP0Z2dGRxj4P0vpmZjCzScf41/93jfwzX/7v+D2k48SmhPJABw6zqY6wmabT1xnOCASg0dIaAYVpRhBmXNs8skJy9/QAJkUAK+nJ5nVgex2khMp1i12VCdQSwRVydYGubtqh1lVMhVjWq1jog+TyJCIItxOHE21Oll222Wd6qrnUthiG86NzYyWe0dvEpfIiI+5VFq7ShV3iFnONx8xyhqDSZwVMsMAmFesJ0S8G5sNwzht61BbT6YKUhTMzGgL0JlArBF89aXleIGmO54ZYqzuYFA7BE4t/a3Gd5tjUiFpf5qPXieb1wWcM5yb2X1jKhYhgGjTTgKVKRIqVnZAsF0r7FJIMIa8Ix8meKFaClKp1CAMVd/VBtn6XG/lQK2uhmTpR0ZrN2LEPxycKWZk3w7i2to1PA6UkJLW0QI5tsMBAKEdrvy+tFHeW29lg6JrCNAlBPuJNahlADCZc8FYZkwhM0S/lwBskRJMQrC/LiyhY+Lp9ZynZ2IKH33rT/H3/9v/Bn/yb/4l0NcgECA/as46YPFzEBoawnbgxDIxlBBdE4JGJrBAuKDVCR+PJ8lC+HXkw/quUtJRBLcTziLCpS2W8AvpPlHJF64zJF2EJw3fnH3anSG4OiATTvbFxTyG2raJF8/3tfsCzMi+LaFKs1Qmon5vy4IFOX59K2WU8NBEwKrhuM1+g5DMYGciIBezP/mZxW/dXGHBEs31hjUG/3KAEZ6+rjjd3oju2nzXW1Mj88QulAltvkhQFO7iJuycDEaPNjPj4lL2P9w+gfjWr7egTjhcNIAWwDYwso3rEuWRIfEIyWE7cU2nX4nOzCVUPpblgGU54HS6QV9XjQQgobNtn4yUm+1t7GpBcucKuGRgHlfODAbmTo0Uq7EzhA0jIpPqzIgv6j+C7q5Gx82Tj5UpaFiNVc+/OHUshwOu7j/AskD3IwRSOx4uAQCn05O0b6arm3vD4eJKQplc3RNPMVoA3fUOZnz0zT/G7c3HOJ3EI/JwPIqmAACYsK43snbTuk3Eq3whhLk+9hwFyBN+LP1kRnx73n7LWPWQFEavpuc8PaP6iMGriIgexA6hw5cngljFfSroSq4jPo1YZ8iEhLKHFGI0AmmlgfPQBb5Qa6AGQ2DO5YcNXIF7YyIo5XR0I19Dv5mfd521z3trnyJ9XdyCNOUbA2XnqbcvtdcQ6Cj5OJPT+o1M074n7QQAaEAzYbgeHgAiQZQT7SwvC1IGgqnDcnwm69Os6y6qJH1+SYSaGa4Wc/Gem+7Izk4COi6TsiBgvUoJPv7J5ZPDyC5xfdijsHY+VXStp9qttzdCiNRtUuwdiPlse0qS1JmRZKDSNCY+jaKPpPnmaLCWcTfC421VBtc15IUxButPCxtDGMbAwECax87Q8oQrKV0jIM5UVuaojFx2kS8AM1a20DdiUL+6EAl1WRY3Kof9r7mkfjgck2SjZfOK3m8B0vqbq6mqPQHgeP8RlqtrtMOVBBg83UgIEZ0zvi+IhkkCrk22vrU2Nzv0jkIyUvzKKmnks0Nk7NgZOIOl3pNefZ7TM9sUBCMiRDuqpD7vRhU1Uqh3TK2U+G5JbBJD6ujKFLLkoJNysaiU8nsU5YyQGo3O6wGAxsUJ5Ca6wKEtuo9CK+mLmF0qsTqpt4XuoCUi3bWrC888bzT6aaHuJGHFAciESsQvHzTjGoy8NjlN5UyE9a8nomBEiVkMz+t6wuXVPbRF9jYA4sXh0VI5Su6dPUwVaf/ks7NBJG6tCRnlRW67xLktaIcD1tNJiC6STcgIYW963kaSQBlpJzR8oQbYy8yzubbJCJC0+VZQJnwARUJwl2Ptw1XORj7d3oCo4Xh1X6KyZmcEGMIOW8KiIRpOqic3Fd2aYiF5/xHUltFxVHTLavSWAIIiIZz6KWwIfiDOcFZHTNCYDwx3pTYpbQx8SCSbSO35zQIZU0Il5nptZzNcXF7iRISbTz7BunY8uZXd8/dfOuJ4cYHjxYW6jUodDn6WhTmLSARbM1ifbp+Ivee2g9cFy1FsE3TRQO0A6Jx78No7Mp+efIx+e4tv/9t/hScffVtcxJkjVli2S3p7DTyJdFKa6sEbc5DD1ONZ4iMJytdZTwxcT8Jw1fPvs5Q+dZiLoEkhKYRUUKUEZwr2R4mNJJBifvrnWGuWOpBQikkFAerZNzX5e9if7wXlpgfjN2C61Io4oieae+ukOmjjRKphX3hGwL1SJFFO5bIRK2NzUkrPz6eCjPkF4xskBZ/MlJjMAesSh6aYugwjmBr73vuE3Ihf68zejyOqj4wMNMSlkDDUYJjy3tQjg4PNKMAJ1+xt04tXhtLUqMzo6ha5ridgBdagHLAw0qyRfHP9QsbUf8lf20g5Pv6o/VMJfUc+/IitXN0VHMQMpS9c+k396hvXEOoNaiTGd+sDDhtGTmnqaET4iBRsjRO370WM9izut6COIxjLYSkdIYZ1Y6wBKr0dpOuoLTjSMJ/WFR03WNsBtKwgkgOT1psncu8kYVva4YjjpRzCJMHyrDW6Ac7H3TbkKSDsQegZrHtlWOdLbF619jszsRFLkoJ412HjBfZZSJ9KUkiCo0sCzQOJZRQSzMDORggjkDITN4xJ55Xga5yQphF3Cz0BuOoDZsSmKN/yy14YMjZbUlHUMxRROd2t0qQSUnSknigJROuENzRhEwiaDyP2WSQkbzWz8laVUbJ7HQA5JwxphcIXJSNiKc1UbT4O/reALmxCd6ynpnmcJIqqBu0bcgAQ8X+WtrgUZWqC0Tssl5uTq09A6oAg1NMkgMXcMwfGkrpJ5w1tr3ttQ8pz4skAWOre3UPMGC7jcDyC+4IGYQhrX0F0Ap9udS6toj5bu3oUKRPzCLiGzi2kt1WIdUdxlMdAeB8t5o3Uwbx6dFiRtiIQZNeT2qx9o2pw7OMYi9DRA7Z/oaMx6VGu23eiXwvXdqZi65otOrF6GuLeA7TDE9w+eYLeOy50vRtDpSb2r4uLSx/bUNTG+l0OIhEs7T4Axu2TT0Qlc/sE/faJnI3RFpCeJsg3N7DIrgBwvLqH4+U1bj/5EOvpViSOVYOtIdZJs8HQ99bTCesKOco2HVJkfeHHA/i8ljr3ITCoeR9BN/d97pmCqyUSAi9qpCQp2H39FqvWB4LyD0cM/syYBwG2P8GyG8uLdyz/WZneGH+Yx2upbc4UjFgr4bTah81CGIftBC47UDO6159dN+mFXpKjKUUsHQJ1GQP0R+vkHVNGW9ID2n8qZdkkptaFcOLgyMh2rcnkBgxxVmku2WOGBWDB2HbrycIQVt0Ytel7K53ss7avSoD6nL3L0BO60jMEibgZHQ3AYieJzaABOB4vseoZwxnh975KVF46wJTOJIOeegM+PhuC4MNKIUVC61UIiDGRYJIqbiZsuh3vmR1pjygZ6t0jWTOGbGX6u9b/Gj9qORxxcX1PjdviDXU4HrEcjup8siCvK+sD0EA7OIhuO1yoKkclnmFvEqN73+Q50OxkOzB4WTWkfXj4pTBrYpNqTcLQo4s7NipztXAhboDOJI3NFbW79xHUZsKcovROxux5S8+uPlKdJhS9mo7VUN8slMMeQvd7WUZNyCUnUxvJYLQySbeTuhIKY2I0eZ6B8A7wB1RiUHdI2SCzqEucHo6TJRKNHgTIxFp0B2hfV5cObFIYVrQ1LveMeWgUIq75d/VK8t2t+rRJRwWZR8OdCNt7ppc2Bt7aAm6Mk/qXAwA3xsXFJZbDoaBTXyBaeLFzZESV+rYl1F89q/IwdayreWiw6I0TEsseVXVOcSEuuWyXT23MB8TbGoNbqAOYZB8DM4EOQOMFVxqN9ebmE/S+Ovrtt08AIhwoTsgzglZUWjY2fR0YpRAj289zWk/uZUSLxipazdCss48qs4i+yZJxzIEsjcacm2KnOhyT/j33rIVTEZsbYTmITeV4vNBzFaQd5gZ9vLjUndzVfpQ4pTBGHSeTuY5X1zC1IjNweyP2msNBYiLJ2d/sWguzNRyOF+DDEcvxEsxyNGtXRxleu6K6ALhub5Gt/eAue1zsiFuTFJpKJb6vSSWhdT25LalzBy0NDYufOVMM/M9xejamkNQ57Dteu6P30nDjwmz8G0VUs/xymvVXNSwDM7Ro17f5VHSeq7Ar0jmRb0nkbGJf7apaoXALlaxbeT9QPrz9JlGULiAjX8nNknKbhXB0XQxTlDyVklTlYOOBusgD+UZ/EURnu2rAsrYsTuyz3jdUcQmR7mLNSHmjVcg4QvQbdWRnyyB4Ub9tSu060xcjGPG+VddUj9w5SiVO6I6gvsjxlr3LLlmGImGbDq14YZX+2ZEUXEJAmo89nZ/t7TappxJ9KnNwPgdc7coIVJ67pUiu2zykHHk4q79qu5RBSafCzjNgjUtGJG7BTe0OlNSTm7VtopxAzDSm9pyEOlgONi91Q6qGSGl2voSpNjVmk7Fq2SehfZ8lKB96UnflRUmHSjAa6p1IowoTsGfbMTWTMPYVHSecbp/g5snHOBwvcDhebPr5eUvP7pLauxh1mAFu6CQ6dlKvC+7qmYPRaGs+0EFgzqX5hNlOXs7Pl3vpvTM6PRMmDH2ZzlVOptJJ0RrQFrSu/ucatdEQou9zMEQ/8UNnQP3MA/02Ign1YATXVQmqW1V99WkNnaXlNaJEm8DQ94hIRWE5wS2rcEwMFpc5JcyNcXtzo2cnC/pqydWQllARjmog68M93pBVjNEhgrgOhwsJRueRTcfwGJmNxmIWo77ZpSK2UmRvu42NmZk0JuNsz5Pq9jvEeLySLnaVAg7qZmk7n598Ir74t7eCCMUjZlHDLXyu2clrZkuC7uC2dtgcIQDUxI5hZ1c7wUlzYfyzMQi33VgbG5VdcKKBRxqh31+PQnx5d2ytXAaB9PQ60g33B8oeWVWLkNd387EzCajFukOsi0U9l47LEYBKIsxoB9vLIqDKjqEVzx+bK4xGlwAfcSIS19XViHylSBKB94DD4UKl3BPWddVP+etatqgPbQwYzAvW9YTb2yfAqYPbio8+/FN8+5t/jOv7j/Dg+Mp+Rz4n6VMYmik6cdTDKJFxVGqcdpvJ+TIG4k5OufffSY6hcJ3hDGpOENdYtfKew3wh+mSbkbj5geTEZoSzwzmirsEOJw0fGRxXzG1B/goCteeYQ4VD5G6FGxtOQXTGN1T0NyTXFh061YN3cV8Ud1/oGBKmY5DoRQCu/YFyXT+MIDRYdNLZ3/B2YYTSt6ZG2tYLafiGbCZSqjDoRRm8lQFVmzUWadEPMGL2cCZA941/4h8fwfhyHjEWYZh3ybX3wQYV7XWWeEalk4nsTHedSipd5N1xBjj5k0myrIZpU/qkeU82v6rNUfi0MQdTA6c1rozc5YNRWkB+n9P4p7LNNsDmOp7pQNN9J3EOzNhyL0mDbTKnAJfajlVbnAGaMIfFQ+Z0WtF5xXe+/W/xL//51/H4tXewHITZHC+uzq6TH2R6JqZAEO+QxQYFCKLlCykhvQ1xp/Tr7tLmn9vEWg+ZpGkCUXptWDQFaRuVEpgOO8gDC9xoJIv2JExPJ7ZvxFmWkp/pNCPeitSP1mq8MrRqapV1tBlY2GSbgNrGVW0Vi/p5H4/z6JJFp0x2El5CawA6CDgAtCxojp5W4PZGNhu1g7qeouxBifx7Qu/1DO5KOJQJGIplY0ZCqPrpVkOjND8drMwGX3S62cw23g1t1qngn0EraLP4x7pZ/XLf+f4CIlDvOLLM8aPqqcXm0LGuN+hrRPwNQh47p+Go3SLhhmeSqOqinZnIG9F2RprsIVlSyG3Kqow5wY9O6sN6GJ9jBUXGhHf5B1l9jQnkA4tsFEh3JFOKh5SeofyXmQZp1OKOdtTjOiEqUndIVDWZ2Qa67veRZSUuxMzQ42gXADfo60n3KdWd4MThCUm62XJROrCqXUL2I6zWS2iLMJyVO5aTSL+93+IP/vmv48O/8/v4yo/9PH72P/xbePjoNbzy+gc7nfiDT88mKRDK5IkBD8JqAoINUpnc+ryga/i7eS7OiFueUPZvhYFPo9XeluF6Wb1ui84W7jj56ySGLnLx2AGnHQW627d75lSQotU2h0XOhkTvIzLUZATcG+C2Ans/J+n/CNZW1E5aR5cAbPEBjnTMsLaeLtCa2lVaA42RTweianWZEhf2f/yC6NHDIBq6WEQ8qiRtMtQDpJvx3BAmY206M6gNZWRDNXyCsr5bpavozxnyBqmqsJMwUybIbnDrCz1Tg8OYX1xCXRJ0BBIIuVE6B6TM8t00k6jO28ryHBM2GdOOp2Nr/1Jcqqst9U2pa+bYQ31t6ZJ3wAAWK5rbNoVz/5E1zud6pU9Bp9glGVLmYY4CK3q3iMmjlJVtW/qeqsw7s6po2cENQL6Zr9MCQsPpdIMPv/3v8fGHf4onn3wHV9cP5x30nKRnVx+lzWKZ0LtPv3numFFW3nJ9YJk6nDt/iyrt3fKbxt9w9QyX/O5qx8DYNANjbj151JjuH62iXxlWBrroMC1uvDAWnSeGegztcEKhRvD8GV0szWwVuptSCWTrHXracOmrMUx1RpQNDUzhOZTNm3YGNkM27rTDEQzgyScfaeRKwrp2HC8u5DyA1ipKJTsUSdppbogANujVwymTqFhYjXcWFG9dT77zejkck6pCpQ6XENSjy1QtLP213i7uEkkU4UMso5bCT3ifw4g1Sl1nc8Xm1qLB206nE5jlXGFem5xuxx2n208ADq88jult3Z7Kj5hgMQ8zAFKfdw1KaPWL2FWVKYQBmqftsLnnTCmWEBy4pGpmpu84j01aqB5nROQ7/1Wpg6UsxTiZkMqcz3/6HIVatA6E/PV+0ucWl14cxBmTMABJZmOhWNPKsJeLCxwAt+OcbmSHfy0Qno+MJ4lUrQeDgWLjISvwWQ4XuABAawefnmA9fYJvffNP8K1v/hG+9c0/wuXl/eeZJzwrU1Bi5TuIh9u8HUcBy+wdJrnEv45Fsn4yc+aRKcgPf27s26ISSvX2vM+1LmXYPO4JyuIeVWAsXMkXht2g3D9W34TcA4GyM7XQuZIuntiTYWCoILMJUpy3cbimaDnfdbWEeYjkqicikNURDNrEHLJUVHQ29gPiYqt/S7pYGIEzh8QgeA4iOCbaFC0nFB7IMVBxgiE+LwkDwx8I64bIKgCqGUYB1bcIw1xIoKTM72AKe/05fh/rN9bZdO4zJmF2GV2hqWlVsvXnMa6rST3BILRJMzjK8zlR7+dNm3lWUR4x42cEmEReqsmZ1gzMMTEjTnPLNRitgXqSUFGrWedZ2BF8hzzHvDOPtNYasIgbfWsHHA8Xapc6240/0PSMNgVBQPkc2+0z8p8fBKMi83o6OfHJf9u1ZgQ/RTQENvrHQFpBsPPCIGR1zraeUS6XCUzNdiYDZsgysdIQmp8ipvkIAWtYFBr1RPxi4ljd5Xrn2Ntg0oSfa+CbcxadwIHOOseyNN1poPLaV76ISUfGrveKjokk5MGyiBfHcmMROg9hX0HdOS3EPMZ3K3ZHkvg/dvKa6OfljAJGV2bQqI5vV6+Oih0ozT2eth3QTUktfgsz29YrSxwj+nV7TFL/sBMcpAnkMwQwwJTmve+0H8qtkhQ8lpITLeYStdYYsvXxyATy/VnKvJSTtEq5q3KFvEeNOM5tCYUZdxuTQRrQ97q6ry9sa8fmDCvRDFtKHovFDl1Kfc9g3zBIXmW2ioDRtP+sLeG6zCo5wPpAQe6yyPe+9ogThtqn0d6IrbWudS6ARMqXcyGOaEfG4ZJx/8FjvPTK27j34GVgRpSek/QpYh9VVFbWLLZI2n8nSG+TcYY5KG8zREI+ejkjx5EAjSqnuYw2Q0zxWMHcY/6oC9IhfCL2LsHuJENv23rHEgxPDqrPzPT60zL01YSoGRrLJUsd1pvSMCdUEnpBNm/1dVUXvVBB5XHshYBM+ozUfkSZoA73HYEJAzX1rPDHMFzWuRcivfys0o1LWaV2uUsFNvTWEnGYee6M7bFuVVDS1Hf+yMkbKSHU0v8IBjFIO4E8Y9xFktrO2FEa2B4gn+oL8l3dtpXCVKSiSon2eB9gmNkE5HNJ7E4Z6wqpo9+Yw1GhMMe8Nk1SnuSV2juuxkIb9NP7WSFReSMxnFmy/m+N0G0SeqhwG6vt837OhE0OG0v1dLq+9wgPX3kTjx6/hevrRzheXE3Lf17Sp459ZA3Puk4gEJCHPHZvF8tBOk1CPKTBVsJkBMvcO31CsCEu4+xGKGVQKsqoSMRLZiO5MnHS0krPxPN2VKThDeLwSPHeGCQfosAWJoJnNQX778FlNiMuRSisbTUUfQDArflRk+7Hre/ZyVVG/M0Lxvqhc5dQz5wWDKnYrASYe8ft7QU6M06nW9zePMHl9QMcL9NE1rZ0lt23o/SXw267DSIHCvNBh9dB+lFsAuLxJcxoORxMNvS+qRKCzgOLv+PlxuHwWQ8f81Pys4i0p1uLalp9/uX8h+4G+FD7SFoW9U9X6np7IzufjRXYEai2Y9s2cIWKK4iNjEErBNpo20Z1p5/iPx9jkFNWUZmU2NcVvEp9nTk4E56RbGN+pjbW3bpEunO/y2l2PpXN5piJuerwB1pBPk+EVtgeJ+uQDCjZJWQWV2lAzm0A/IQ2n+faH6DMyGq/RH7pukqsplrqHVjXOK85gz8Ce/AkZhabqYXn1uNAGw5YcIE33/0x/MTP/hW89e6P4LW3vhIG7uc0Pbuk4IMfhKxIB4Z6VG0TDKRmMC4uS06258w8LaJKRDPKGZ+1Z3yxIXThPJUmUn1ICZIiu8jHM/brSAvdmdIA9RyNZlSR2g7m6UTm9Gf5hIQRzJXtS3lmkhvnX1wWni1U0gViBCncTREEi+blFIbs6Fv+GfXX0gMtFjLqiXbGfL1pZBOL/LdfTynPlYwSM7HxPrPOLVlweb+Enfb2CaH0udUk9miROBS86KRADovizfF+xDSN0sEo1WTJpGRB9f06486noM8hrTEQNkUfN/Y+QB4zu6aEwEBZXcOTNpc25Js6QMyxLqVxm7H3t/NUN8HCJYwd6Yr8nzJXYqFmycFAKYO7arQ6wE3AGaHheHkPDx+9hut7jzy0+vOcntEllfxwi0BUMjgeJTXp+eSLujsqUtl4WyghclRdBiqjz0W9cuJQ96yI6aqDtUo1qvrJIMYI9dUO47EGzG63hOTscG6THJgN3RoSYJ2wgNgcFkXNiOveDyEdCRFBkjKknaPO2HYur6vUY5TavCkZeWr+oSNPfe7dLoi9UQMv4kq53tygXV7qLmt5tC3N+7mlPrHkenGnVw1N48tnm0prDbyEgXs5HGSXK5sPPRxlwsc+fo3wgo3BKfIPCSHGSh1YpG+6nC/s0pcxvTQZDodjjCki/57mK4GxHA5yFsDpFtwFQWJZYOdC397cYLUonyQnFvocXxQxF35aDfzFbkaEzBB8jMc1iFgfZmMiSvHKMLY3MwRYRwHQqMjN5quUt2jfmPTl420ynua9rmInOh4PZS7uSTjOrIfkEoWXpzayATB6rgrY7JwTs43ZM9F/0XqiWF/jOtHVCNvz4zYUPUtkbeJd13AA8QHX91/Cq298CQ8evjKMyvOZPpVNwaCN0zSomogmA5KQg3FgeUVVG0QRn2csBxMUamJfuZRsFGRIwozNGyFRH8kwcZ6KFDEiMARa9vzsrUKU99BQLJr8tNeXTd3jZAhm6ByRoraq1n0gIJmIGKou9Uztk5OqTPXUiuqHs3TgTDuyGdUvUfftcvBnbIzTA9Sab/jyjPKYY5tf4RQp/+iTDD682VO0aO+zj92Que2TgISByCqRjJpNrWRo2YGVV6qDe50/NjFN+nRngTRn5xKgEVILNWMXqPRjkTYn/UT+D7SNIflH5wLm4ZHHfJSYS8VyPzrd2JQ8NCau8+wpikVM/ns+9vJ5DgnmMi37bT+bxJPHipSOCU0wqGJhYo44Xlw683ze0zMzBYtymCcCAUlCGAdFJ45JCGOcFn0qo9U0xP7BDMhZ6+moQuNKhREJle69++EZU3FZmcdIXCUHLsgjXom2MUKNZLaG3oWkn04nRX45GmSc6ZoZgrctE3Et//TkRok3wt8dgOikox0hIcglQ+snPeFtVKNYrKZiQE791BkArb4H4ZOPPsTpyRM1qookREsl4kA+PrMuPtsVLuCu9rfv6l5XlYo6iGOuqNo2Im7quJMGXzOiS3Z+MQlAWRZTcUTHcO9Yb2+qZJSAgcxj6SNDiWEf0kizOo/ttD6TCW33LFaI3Qdqn9Edz0I45Hxiac9JTkNbV5nTpKoZDZEAJ65GYEVl0ijsdGM/6xUHD45yO5fn88mAc9ayp77JP0ONeDgc6jzKKheErct2MueY1azjAljUWdL6JjBmc2oIHW+G+KaB8qR9m2Vb+mbWlA0NGCSGksMUiDVRCVIDeI3r1EB0gcPhCtfXD3FxvNyr2HOVPsXmtVDp2G/9Ypg4oc7EGBJCLZ/IPFd1/RXATpMQzrSiN/WEU1LOikXae2PM375MUE+uK9Iug8ZK4Ycn3bVSGYS6GroNZFT3pIXoBjFHh/VeLK1tR80Y3uwZLyeB8k1tKEJ0VAKwzWv2fUOAtMqel93M/a0rnCGELc+TrCweW0hkhJBT/7K7GY6MUFB1rZ8xczmrK1Vax8C85AKRm7voAH7akna9sk8D2RUbR7dmY7i5QkdfMCT4nxHyEQVHn2XJeDtWW+nQvw59OIfldqPFGs5AiRnjOhkZBcGaxe7IUaWktBxIDbo7lN5zJCvfHqtlhmS9Ty82GbPhxmAMM5VdPB8vxcySvQkSJfYQu/Sf8/TMNgU0Eut/9qtGFiFVz2ZI2Be7ZjFICkbomqGbzZhVDm4T3yaWrHdTKZEelGJ1q1kYcS3EaNPGedOtHGlD1vs2F1ZksnSwxmO3+hwOB0c8zBJ1kW2uAwDJqWM82Aysf5oRohY7KEckTkZtsFXh5HAaM0Zh+mpREUnobLGXRGcsi9hyxJNGUJoA1la6bJa/SxAcdh9mxnrqOHGVZuzN2Ocip46tXWId+XW0gRiHMbj3jn7zJMaIGRGsMDODkAjKXhciRXnNI3ieTreqxjG33Xx2tHnEdbTDIio3ArgzLhoB3LHeSiyc00l2zy7HI45EuHnyRPpbz2oGM5CC8lmPCAHVPSNcVaqV+A+Ej+OZbO+Zga1MRK2PLJMAYabqE2+iGUCs805jHcFoA7l3UBy4Yx5iyrzZ2qySQ7I/yXowVXX6VEY9NxxT6pumNv/q3ejPeZ/lfKzsVuoylDL8AbQccbi4wuF4jcPxwufM856eefNa6JEr4SnIn/zJeDHnMzAE19267nRSuBHzLPNnzj8sErKJjJgUrHXZFZptUqTbNmccgxmCTUxPauGtTwtWkVDKMto89MceonciVQnnTGdKtL1+Lu2LzVF9UmbkqrDSxkQQ8r8DcdlPg8rBVB1K4GyuOYONImKIZu3lcuzRBsmRlafzOAtgRg7HFPaj8Z5JDGmsiWRnLOnZvkRoTc9faB3opqM3A6W10fqkl+lQdfMJaHmTcp0YsV0iOSpYn0bHJSnzKZM0Lq/suDUda6rlnZ2b0pjIJq9nKby+X9eYX52AErse8zLKO18f+DNZEgoAGOIU+RxLObQFWC5AGln3WdbmDzI9u01hyTYFSjuNw+NBFl0VlWjcNpnRL+KAjGpbSOTUuLchdiOUIyHS7DvnQ9C1ZgSPwDkip6hWclctaFwzJy5t2YyzE+YgjH2VjS05iB0pwnEWN9YlPWuHxPPGlU2ZWJd6jZFFrfyNrnfSZgDuVbKoIXTRk62WpaVIseJRczgcq12pMNtKpAxNZ9UakbkySlvtcJm+dqzouG3i1XK8OKIRsPBS6goS1U4zTxjr6+DiQGs4LAeDG9GXlo9nFaHHPbaJjV+XE7qKcbj0nYVFSLtkIWPBUJsEM+ggO3PR5PAmCf7HoGXBwZgCxBZmNinLf3M+go73jHl5r6dAg0hzwFUs/noQx+yRMyjTYp0hE9eteiqj8sVOLnTkn21fQaBJK2S7znNobXnGzi4/DGh+7IFK6LO6x8tnxjo57+RMNnG5SBwzNRKXfm3LBXD9CO14LQzizHg9T+mpmcK3/uh/wYd/+u/A66piW4vJkyBcRnClC/R35q7s6G/AHjR+4fHGvHuJAtEPyY3H2KqOiiiOmBN5IdmnMK5gBjGpUfLLdXCPjB6EyA+ISe+USWbSQwVCFe0oIWba1uF8qqhsJv6XvyZhMNaMNB3Nw8ffVAzjrvScFFcr82wgsmMRVSUFVm+nFdRbCjcwyTG128ctdHLluWZnHIzeUSpBus3DjbyR10gIPVtrd5oQJhfKGrFwzAxqLBIDi3GcsUI2OUkZXOZml/kBQJz6ErN3ipgpl41boOpK1aI9pnv3KLobhkA5y7NpRljz2oh6VQZjlbVnq6osrUUfy4FGM6rtsRaKPaq+Q+s3z2zKmz1HpGtY56zVK+VEyxHt4hrtcBkS72cgPTVT+Lv/zf8NvK745Dvf1MNXWlksYSuwNxLVRCI43DbTlaDnHiuBG+ZG/T0yEJcootxEtzYp7wAF0rmsqEst76jmtMYEeQmByeiRhvdzF3T3jJH6m8/8WF/zxe9DnzHSewnV5oikM6I1SgihYhr7xvTrUv4p93dP6F4JP6+rMIjW0LVeWXpqbfGdvla+uZjyKgeat9bQOO3pYMZ6e4Ob9YTeT+ifdPTDyT1RGtlOcUV/bVHSR0pUpXFNo5iatCm+8YTDcYk9JoAzm9h9rPNBJcXeZZfugir676lJggDavhxIcEEth0jcEfmoMf5PJ3BfcXvzRCPSnlRSEq8kqPpzoUXiQ+nAcVpXxpSkYJXEBnIWIMmIf/fx75yYoc0ZW4e8NRpb+20+ZySen7U4VxjWJduOX302x3Kq+ZtkkAAQgNZib4A9a/c3OHJ4BkDE/LpTrTnmXz9r2rIRZmF4h6uHuP/6l3H16FXdl/I5MzQX3a5PAv0tTyTCLf9QzcBvVsKZkAP0hqOuQMT+uL2b1QSGqgofYgyzvaQijid0GZaIcRIoc3AEH58Jb4WEYRUaG+BSCqV859LNnclQ7qRN2/r7K2VNbB4pdVciMUgQ3kZDnhh9d4IZFI8NE40SYYjFTH5ilfW1/GXpJAAAd9k+mg/5ceJNpqqLuYVcztDfUY7NZ/bytghl3ncbG4/OD5cUjBlb3zUJg26RNLlXI6dtLuxEaAywM968d4LyNLLZl7G2AgpObdlvkdlx8pjP212Bxwg6pD/yc1FPG35ba3v2vVrONv/0EGyuGi2w+RNLMJgHHORNVlztplKHPTuF3XOVtzJmZnFGOFzew+KSwm5Tn6v01EzhF/7r/ys++uaf4Ff/zv8dH/77Pw6u15I/ONKEc6ahN/zrQAxSIs8PCZ3WB3rv7tJZpGQan66qpNkcF08gkRxGYlUalH8md1K0poROCWVmCgywBslqdChZ2cTpahHsajMwItqHCWiEJaKwJMI8SVklEnmQI7ytkTpcIrNqLRMPtx80yed27Ti2I2ogOnJPo0CQtheiu8SQJaA8fLQsOFxeiQdU7zgcDri4kBPO5PAdkTQYQCfdi2FvmyRl5z4ssqfCopZamX0NlBvqFHbp8XghB6v7iWvy8LSf6xgVROQts92urkJsALEF4oOcA9xsZ/qtSKjcsXaWk7sgzEM8dcQmIVJ5S9N9KyGE6MrxOdR38bhUWccescVy2pMcKkOQNe997fsPjEYosWwpYi7YoyFIGVG+nMEMtMXAqBdqlXLgLzQ3SRYce0fGMTSq0O1BwwB2Ol76m6U9Y3ZmDIyO5XiB6wePcXF1XyXIz5mk8Oj1t/Rs04ONgA7ChJACwRT8d3y5k2HuoZSRcBscYL/prxuG3itrpmbJxfgVjmc4XTS0kZ8dfcRLhjlfRn4ytWUPkVZX0i2450KKKvOpkzijd/m9pXlST/KK2oauLeFDup6kR3+GtrnS+Jxxf4KFT+5g3R2qBLADRGuoH3LbIZjTUZpLfgFZN0wQ8+TEY1BnWDv30jmjZe5nga2BkEP6VnWs/bUG6spMOgOsUoU137QovGifjq3SWVCjPo4CE7RGDiBcgn1KRBsMoXrT1f6wtWqF7sFBZRo7a9agJMOiWyS73Uby483fmHwlOdPAlCHcxQw9G//K6Zkmhz6pqvOzkp7dJbWJkbnIiUid5GqBvd85t5y4fm35uUqg0JqoBwqFTUSb69Q662kwVsGIAkdcm85Z92kEMLv5BfLdNm2+wlydYAuKTJ9NLgmF0dm6wAhWMLwZIbM258ktNoN5dMZFkVynOD0KDN1PIcbStlHtGKKTMw48rpMyzzkNTWoPGENZNE+10dARWFcJ8aEhvDsI6CtaC5S5R7jWdZW54UR2GApKPlJEjmZtj8ApSRKAoEce5/jQz/5+6vdRz57bDERwvVOXk+SoNSx0ACBShOw677j5+COcbm7BdAuQxkpqC9pyRFu69sd3h0Czd5N4Ym3zq1Jn9Q7KMqVJXTIvTCKQZ3wO2Xrx/Twi9VhMsCwRgwDYuSK6aMglK5EEVpOAXRqp3kWh3gnSXelNgIkZI9ljDGNyj1TSflwWtOMB3Ai3Gm01Yng9v+nTn6eQoAY5obRHnoYxpEmGAZkXQKoUMV/n8rpcmO1Z4PT7DjRX71ZRs04KwxjbPF1gySi5zD19lxBnG0BE5sBCT1HflG01gA51PDO5a5vyZ4Y9dTFlJmZeLCFB2YIcosgCfr+iyd3mOfG2QsN+NSHM/tNsPpG/IWhndKiEeoYizf239BmsWzIKnDOInN8ooRXgsmkzwWLlUJMyiQkRrVaJnRl5df+DxY2yNs5Q8kwS9s+hHeeI38yoXHOMfiAa5ub4HgeDNIjj69CBRVoTo9ZhmEsEiKIt9UOuj/9mYwjJ9nJHn+2pi8Y2T5Mu5a6RUz8L6Rl3NCthJwqUMBLB/HD5DJ30ZoAB5dZA9fUFDEb7BNOwANmgFHo8Nva0FdcSQsxIzhC55hZVUR1s3tdQCC+H7t/VFYYQUrz0vA6yt0UHl5g0ALl6fjPBjLAM5yeMyT2m7C9JU8xitBxRrPSBomUW//n1tOrpUyvQGXRx4QvD+qg1Ql9PWE+3+jt24Uo7e4mR5W2k0K/nzxJdtbNPB+tEKjHoOVF9SgSIgMUuqyfVeirPt7aUmZoRfv7taNalou5zP6eRQI7qufFe5+7nK3BqpLwnqJmI1TOWcLy8wnJYcLq50cirHb2f/HPpR/ByTECN099+akRlXouNYdlw61HaiX0T0WfzMyvkzBSXbqw872PCcjzqc9IXTQPGnW5uATAOGk3Vd3oje9nlWmmaSAgObFKy6z31ESHaMwNTuT82+Q3PMYuGr6stbO0dN6ucyvlZSJ/qPAX3N0rSwvAFAKUNfrEfAZOFZVxAYhRRZJOkEH/OmZAxhpyHfeN6ZVykuV5KLLIrnmV/Xo+sJfniMIYRqM2YTp5wSN+tnoEiDc1AkSHS/ZxCdRTZJgaVLgVSTVUs7dgiKiFYvWyAymSGFNUyRL0Ui2hQp00QVy33vEEv51EXIw3tCOAwqjHzQiXr40GS3IxNAhCzvnoaVcLwIvKAeX9y7tVUbSKQntPQ9PCgvnS03sVZgBUAdKDboTZFvZfmpaOmXMDQddgi9dzO0YAcjZk3tT6rZW6k8Sh7I0lo//shPF3ByEYKrNPAm2sljXOLw+ic12BuDU/mRDSDyn37r7Y/rugM93qdZ9PPT3o2pmCN47qrt6RRJWEDORvFnHUmWol45Q6W99N+CEJMmL6KLt6JTVrEsIm3lV9GaklJdbMRuwuhiWfEe8k8a3rUvRs6nOdTGKV3BKoEoheZ49xr26+wDmct2+Pm1ZR3SfNINFP+/ml7Egx1EtIKDHuAedSciIDTSc8PuNH8ASI5x5u5Y11PIZVpViGiw/sxeyyJh5BMtpsnnzg6zYxzZDwmkch5DyHJim977kvyvDOTy8yPmGW/g3aqE3CaubPuo0tK7/eTSCwSFbWngH35E0rgCQeS/Th9OQgCXw44XFyin27R1xWn2xs/1a2vXfTXyxKAIro2VTbGU04+VGRPi0Mvm6+B+KOP7Hfe5wPUcz5k/IdoBkoVT5rvQfv2dBtSpqhZ1BZhp+0NwQVth3RIDsioaJo2sJHD5hCMIcbMgVTqwJFhRH6VOvlrJF5wvBzBJOfAHBtjeUYs8YNKn8KmkDrGATz5h5M7Sg/Q5k25nCUMpxioI1lKHhlLeidLIMOK8KHNFTA0qP94U3Ym2TnvHy9HGU9Gpwyg7aDlSQNrXv4dkMiZsXBT1Yd1MUFxiSE/Lcodc6mGRip/gDAgC9j3rEi6eiNF/gyRWoQm0OadDREudcwtGVrGsaA36gBm0dWn/Ea8MhIiJzDlcmIezgSr66d/J7jHKKf22y7s1gjcZFMeGoMYWHX+cmcwVlkGNhZRbK7O0B+TOZkYbpUStv04SoSRUm9lAJLeS5kEY073woXVK+iAhDQzIxeZoY/127Q4gZF5ffIzA8HHPIUkkOkiAeossCwLltbQWumO5zo9E1MwoCEoaNJCVmFsILTDIz7AkmzyVeR4V0XGie/WhIRwCawqkK4RBXqcHPUpUyxkO91NpCaGIHRmPdc11bG3LfJKGcJgWqIR1szyGDoDLaFWk2oIYI4dyYCgN0Nklo/tITjP+GTknPjp4vf4R2nBEMyLRt9v6oLnZaqnSMrfFjh5B4Xqyfq3p4XZ+wms3k25nvEZbclxg1ZlNCZhmPR0WA4FsOQ2mV7c+raUk6kXtqfgbZLSRbHzMGQCxu5pW0FLE4+jlYEVJ/jmMX3S9fXex7Iz9kiye/t0e4vT7a2c7+B1T1ED2KqiRmsRRLR9Tc5e1t3mq66PNnipGWI3W8DM2GwSAANYT1IPm39rX/X+sfRdU68il0DM1rAcVZoRiWA5yHOrnqNN7aBxjKRv+2q7xmNsTFKrMyQtsM3igqtL7ZQ6pyXSwA0I2X7Xz2VBO17i4cP7eO/NV/Dayw9x7+LgJ9M97+m7iuXKAms21wtRoz32AFTWQjAaN+rpNu8p0bfHQjMQkoKsYwKow3zDvU48nxxbz5b0+wwhbdRE5ZPqVYCjEvPIakRpLI0y5PSU0sRY1cxs9xbuHoqXOmldKJ6N3bOzQivKd2NiYpyF9RdinvF3H8Y9MYjeJbKokbZJm8ahyXaUrN5xmxF2h9MySHlktMugPJfGTKL7EKggIU9rbmolTdbHvqe+gR5G4zicyMoTQ6/EXLK+ZpWMDLhTya/WJX9un0AivDv1c+bJNaOhL7v2RVti7sy60utjUpHWYW6vnQ/oFgBVyQBpfrABFNcIpAHjOuYbicfRqbhqt+WAy4sLPLx/jevLI5b27BL0Dyo9s/eR6i+quE7pgXMUpD4MwBZGFhWDqPqlmVACHbRQ5CF57mtJiqjtdC8JWamovjsKNmKWvTEMMRih9lyNcyEMZwTV9y/yTj8lHav96QQsiy71I8O8mRISy+K1IexYR3INegoYzJawFestNHNGvufE/6bRPBsReJE6xa5vlTh0DwBTuKZKzKNFIoAWT5Qocy6lVMLrfQDZvNXXjtvbE+RowxrC24bEyojoveFD7/p9MG5vn/izm1qkPjI0e0i2BUU4Wq/hfAaLg+U0RGdNorYMlh3ZLNIrWKRXUZOtQ4/U+sn+hObRZJe2YAFLKIXDJW5Ptzjd3sAREWypknv8VTuMxmDqhNbWcj8O+7HnLZSIjXOsEZEij9q3tyDIvhUA7l3HkDlyur0Vgnk4SpBFnRO3NzdgABeXV6BGWPXEwLYcBHCd9KQ4qNSifRs7seucGtVhljLhduaVPgJknmcwd30eDwcc7t/Ha68+xg+//46eST3N8rlMn8L7KODGMBTR8NIDGZ7MGcOYvwDu7cC4sToP6Fi3AY3FreRdocxkhgad6Cd0EpIFOSMZ6Kh+JGdYwubAoJxXZQibp7w864uE46ONjmhQFse26+YIO/eLlW1I0A2OnqegUCPWnkdrYaAe8puVsdG9lqZHe5DqZBLDVvyeDzYRhvJMCg1j8p534Mi8ZlJPrq/rwTc5TTyrlKjaaWvw+uicSP/KtwQ8tO9hYEXb1xYGWJwOTN3hTJCS79628qmOLcY9I2Pvw7HZuW9iTXNPDInUJdXXvzLShjSHSOvgXSyPpvkugmQwIH3A+zJLhedSqbNJCJmfzPnATpvTdWRPMu371nA4HnF5cYH7967SOjhfxvOSvgv10baFzElfb5B2g+qG9yaoj0GgvHGV4N4atsCJDr4ADMZsjU1KmVnPT/UJpb+tPqomWXueJfD7mVC4YZIMu9j8iqXdFmEahtyFuEpgsxmBzmXlfjGGkHfdhkrHJBa4Dj5Y3oCgd4lnSEnMDF5C9273bcMNM2Oxk8iUM8WZCAzWIyTNM0UOKedgalzzjTGaMXcEsu7BjOz5qs+tJ68RHYWeIa43guyKNRTNEw+Ukie7JOCoWWPxW6d2Q/opnlRr4XMvKjE7JyIkA5aDxr2ZbmeBGlcNBSdmo9YxRekHEC1Y+0n7esFyccTlsuBwcYHTjXolOaXdDxxhzHNPrZhtCIC0r9pdxHZxe3sr7V/Ea0jOBtd2ke5/gKxh7gxeVzCR53NxfQ0AePLkY4CBw8UlFj9LgSE7CmIHfQmnTiYFxcltY9ro/AMabsYeqDu8z/GKqJlqH5ixMuPysODi+hqHi4tz8Pe5Td+d95H9HFuedRxQIq9it9w+wxg4/SzPKC1PSFbiKesBNGrE89plNE3CHFwlk8Tr80JLGFwzUXLOj7qvIb9nqJuVgJrobfUv6rfSDfO+MfTHwHTX7Va/TYmGJfRJ8+/jNU7SUrnvBCoxnaBlguiXBYsdWbqDsM4nKu3OizoTg5Go22I2qcDbAmEMzMYA9chUy3WD6LfMYnRFNTRb65bzUhTuDGGn/UaYC6PnxFzq5NqqzuzYUFFR9HUFTuRIWvbhcHlH3sPmWv5pY0fab7M1aXOh69xctPqyaY3RYC430g77d9O3xgBMIoABtTlhHser+YbY6OcRjNzFGKJf0po+kziNf/wJowA1LIeDBmX87NgSLD37PoUuHLktMXhADCyAtCiQdK22A9o+dxiD5cexyDIxgImj9rgRgmWpEoP73MMZA0kMYp+Ycg5xqBMcDXpj9bNUkxyJG7PIBIqhOn6jkumvrzbZBPkuyyIIiLdHm+Zknjc91S36Bi4trV3KFz/vQIJNz60eJ+dIqH1BpN/1WUHAuQ5GgAHGut5iXU+4uLh0O47xhb2yannW/2Yj6TjdPsHSO2hZsLRlE/U06oeKYmF9bZNgIGzK8KbeR7lemp/tf7C2+xRQdHo61U1Q9mTTiKam+fDoqxySp0kz3v+buROpq5Rj86d3Rl9PIBId/PHiCq0tON3e4ObmSfLEUWDUCHUfgZLqDRizuRXXrb7H44WOq3AB2wuynk4qHYl78uHC9iOIR9jhIF5F5iG2XFyAQLj5+GOVGO5JH/S8wz12ocu5E3HQ6qr7WezEtpZpR5kbtS+NgHvf6sCN838vZYbg+eu4MMRb6vL6Hg7H4515PY/pmSWFGX8tOmSdQL2nF2xSYTQF1/eHq7CBdC7MaZdwRrymxqH6uvCDqJNjm6Ry0BLS5jpT26QqGGbx1TFptzX37KSyySgTm7m5tBEMoXSMqxhcT6zlM8YJGYH7clU9n6dEK8UIrRShoO6EhkMSSm3n6F97/lza6y9btNw7Oq1yhCWGCKNS4wQcElElSnMvCF8xfA/1yGojq7ht5OJGKLvtB8Cwkd60DP/TZ1trw2YvKusmrw9rSmYiCkcVaKnaRGQhCAFtoMNBGQUFg3OCGSG3QxLZYrTZeISU3gyX+xgg1dEllNS3UYiGVeGwX3Td/NmaHP966rdp3mSJb5SIK3NNpGaYeIO0qZ/w5y2aQnll/FKAH6drOVcAblMYXXs/K+mZmYKrI7RzRHKjhODU+8NtAjrw2qFNM6E0UQtaBGBqiBiEGDCfAP2OyIVJbM0D7IahKA02abpuwCKNwhqqoVbK72X2WHFVN5sXyLqa3lnmak95SZ80mZRKeGIfRWqfM7m4NKJ610+rABf61qdjCDmGjROSM1R9JlXI+4z1ZKfN2Q7oQ8l7qvLCqOuX3a3MwO2Tj7EcL3A4HEGLtRdYV0Is+hW3t7rbVu0Qh8NB+8J2ONcYSiYdLgmlV9VT2EUicCH5OphJQMXYrtdDArG+MiYha6ZrZNitZFz7e7zcSHYy976iKwJvbcHx4grLcsDt7RM8+eRjrXMH84JFCkaExZBY3FZnsR3ouilIq8EnFwKZA02lOtmhbDGLjDEeLy4B1p3QIEHQDDz55BMAItm21sTryNU3EWX1dHuLOI9j8XMSDDA9ffKF9wzvbEHseN1oiq3Rq+srvPT4Ma7v3Xumcp6X9CmjpCpyKJeNEjXvnIwuM+IOAF4Juy+EgWiG7tEIAAaCRUNlauL0WcQ+f0A3n4Fj97GLkrYICjU+30PDRK16/HCPdAbH4UNv6phd6akg1ch/lKJGj4e7VEc5r5kYzTbr44qjeWM+znSNwXod5qqrOq4VGVt7qS1Al3AZrQc7ljrWaRDzhVRL2Tyf3LZoP/m93LUOfJCks4RDc1P2xtqvpzndO6d3k6HXes6kLN72T90sF3OTtOKEfIyruO62Jgf3WAV6Z3UDbbr2kMZwy9ygkllIxgHyDIBI1qH+yv1sDNCDJZ66nicuNMKM9Id2AagE5XMp9c2pd3RmLMsAcPK60sW9M6u9D0LlM5KMYY3DaIW/OTyWmHd+kMSN+freNY5fFPURmNX1zAgAgdT1zIy/2dZgk99222ZCn4mfSQhsi2SHaNkgcIpaaTTb8oDq1pEWVjCEYEjpQxeiKnbyuQJDkkm+PSc2ty0/CyCdNSAHsktlySts/dj0/OoIaRGEyPPUfFWdG3OxMB5KD1ciNuvPkTFnUTs9idDnnmeKzN2lLvNF7/0c+g3mmFUNy+GARtcabbKn+Efdpa/RW8oZkH7PDEb6a/U2RHUoJBRIn4bxMo2vXcnzduh3Q/p9tflVT/OqjCXq2zrJruW0OS6nLXgyVqKpNTnhzxkyADQcjpe4vke4vb3BzZNPwF3OzSBWlpLPRtG8u8bsWjQaal+TB1awThyWIxiM02kFWsPFxRWYWSLTMvmGLUf+F5cwwZ0BHI6XnpeoHYRZNAsXrmdZHOw0vNNJXZM1SOC6Dsqgs9gw8+fyeeYN/ZfHS+W76R4k2jDj4Usv4Us/9CN49PLjO0t4HtOz2xQCXiMQS8gANDw7ItVinNHPzHw3JMdmkCFo16PAVbw5j0xYzjKW1Jj8GOmi8N+TWXYO9e49I88p+vR7HO2mRHSAdGhWIJDgs2H3cLCGcwtifmdkzCPDWkgOfQAAlJpJREFUjjpWxpdyCMTqTCrsGxbgYjYmW0lkwlAbgbCoIX5VopQQWkJ+2cbgarOSf+6lXIct4Y86SH7GLLAzxnWs03pgROC7PN9n70X1XWqMwU2u0LUGpS6mhpJXZExaW3A4XiR3ZvieDynDjsOMukXRYgsJCSs+YUyCGYCohdoi4TKw+qL3HiFQOB9YmIvFyA+n+UtlfYDDDmQOYyJBEECrb5A7xwxyqvRr249xN0i99U25y6aKTvc1m4vLSzx66WVcXX1R1EeUv5ixaEQxcCof9LWX1y3ip6Go3tm/l5TZ+jh2BuuQ4+V0n9zn9I2sEs/4CDPMDrwhvOdm3jnPhVEVwLlRRkhBaKB04LuqQHQBODNE3tAURDcto3TN7ld/8yCo0lfrKv2Qo6vm9x0RcVULRduU4HD49jOfQAg7xYwZ5Gu175TJdPPWEcmg8SInsfWO3m/Ks7k/ync2dWNSTQA+P4rKAnr63XQMt/OKOaKztmQHylKmnx+yiZUk18PGUu+fm0/+OgczMLdTAqFjjTypoS0NF1dNdj7fPsEnn3wEASfSXs8D5Mwkj3U1mJrhnDw6sNh9zJtPbATbykIXU7RvWQ4iadzeAsziNUe6o5nZAyyOkit3TvaXuJPBZWbEmI5ovlUlgkzop/NWpUzO6wIMWpqqju7j4aOXJ/3w2UifyqZQ/PzTZ03acfIVPmz6sC2mYNw86E09myhEF4FkZSgkmMkW5Z5JVVgozCEkj2Q/UYIM5s0UM3/tURoakzEER4KICVYncc47qluwLyepIhEyl5xqg3RxWU5jWabeqfWwupZ+SSg3xqtuepMxWMEcR3TeFUCuIH5DyzDitB3XfGBRRZfbfCnTJNoyj9JfFC3OXTQjDnt2n7yrPVHBbTsRTHVOt9j/ZcsqrQGmxKSsLk08f7ivToPFxtCwLEd0FjdOG5PWZvarABNhD7JxjzEyaaapxGBSiqtXXRJL7XFGJg4VtnasVIJKEs5ACNXYHcR6f53PiDmnv93XEmOIsmo+8Hlp5dh/jQjLYcFyPErIjjOg9HlOz64+StEYmSkm3XT7QV5g0nEmEZz4pM/XBWpx9U1k76dVfc+HfMtaM7RjgCydu5vr7hxAjzy0sxiy+kAJR53OLthO1Qicv9zBj8gYjYnpYPSWqQ9cRBHCGtKYL36KGuWc95LVuapY0v0BUdliJYrwzfU5SVUKsHs55lCPkA5DWUYYzN4yYxpyFrEFfhP0OGPK8xZnNmleR3Pi4ot7YKa1bY5DXUKozw4SpakKfZ9ORf7RD/KCqZvA1fMuqpzRC7sECUBPCZRfbTmgLQecbm/Qu+5s5tiBvCxHXF3flzMZTror+vZG41ZdDI2QT4snZaTbdwoQ1R7VMTWm0FcpVzZxxe5wiScldg5A40sxcHsjsZtcuDImQ3beQh2rYTALwMx9PJNIZ6vlLraRGQUjzR19qy2Ew8Vx9yz0z0r6FIZm6/MEVRXt3skYmV01YXrFvGgo/TlET+XGxJAL8oguvvTuKNqNKZCWSN2+KYzImzQyhPFzoxMf8p9O3IQcHQRhMkGZXY2Uml5qwTTUdMIoMoI8Oz66EnKbCeQGv6zKGJEuEbnR1xiX6epd3tgZCxrGfFy8RmDKYUHakJF4Fz00og55blg/bMYu/XSpa0CY43TMfVCvZYBsqpZtqozUAMcE4dq818z3QpZ44crIaXCGsHZRW3A4HHEC5IAkNpfpBqNlIVll5JUm6zBvY/mQMx9tlEsEuU0Rilu9jzSc+e3NjUgn6kYcx8u6DBHryguNtpfrM8bA6ToyZI000ziU74CPk4+XM3Cxq3w3ofmfh/TsTEH9m9kQDuuiP53QFRXIIpQZNi6cENMVgZqnELEfbuLP6YQyQxiQFxM7Q7DrgSTC3c9UD67+sXwo+8tvCaaMte2OhdejLNwRU6R5Z8RnzhxMwqJAhhiIDgcxjVZG3TxsBzQG0fCM9xVbf0TMpIJySqHkjRCpLuwHo9okE+GIFRNSniA+21Aleee8DA3vq5V0HrSm51WwEjUqeVl+BQVS9hAz7yfzOrI21FPFLMqQHHcZEXJzyqqmc6qB0ehNRK4SqfPBRi0MlvZuqFflehvHYZhXzkCZsfYVrS24uLrG6eYGN08+ljmiAOxwuADRgkYL1nXFerqVsxyoicSgSB4Qyfv2dALB3g9pnhTBS31IDcfB0I/Ho0j7Ki2KB6K5ycZ5C72ffI2abUrWJG0XJgh2jkLu49I3VqWRwfoN+wgwWH7vpIAJsXY6R/wjEdVmdf5spWcMnS3GoeVwSKEcAGQCMoiQd6WCykwEHBDkfNDjeybAUVUjHjaIc8SfcxOp32FSqVPz3bIIUT9lEV2RFvqutKBtVHhPCi+z6tT7hQQpBQlmE85SO6MBVreZoTIzM2euU9TMsXAmhDE+gwHH4kyoPxHHvJM4M5sxTHOt99h37PmPRHlEdrP7mZBsWai1g6Pvy/Ny77yeeAaAjOAYYNiw7oo2y7vDk1ztViYV2/NZQiUiLO2AE91qHzOIu6iX2oJF5xSzHJMJ7li7Go69ZlrfVU6/a5xVmClIoTbdJFVD+G0Rl9bVbQ0x5iDguIgf/0ldTU3KcuY+nMB2nmTP01Tywj4DyMBipmVIOFQYXpYYSEALPR3pe27TMzGFq/sP8dP/2X+Jb//7P8Zv/3//R3z0rW8CyJM/xQDqsjtxaUuZ4CZOr+rT6xEPXVJtaQnOFwcAR/dOqAdvhHUd9OYeLXKH4ExF8opGe1eC2g3V5FhJliPrxE5MaTK5wAAtBNhGKwZaEkuFzoYYvpec2JEgda1BuOol9YUYNFPvzpgGh057ZMrjpxFXYxCTyiVCtjeOW0KYiV1nsUP1LvtS+roKUl2qJGrluOulE3WRAjI6l1P+tgCDOby4yKUf60drb617Znb5M/ow+kL6KhhvZWRpOPJ6SWqTnELihg4lFzWeSAwiRR4vr9DXE/rphJVvwX2VdbYsWPiIw7pKhM9VjdMUkoAMnRn9M6/UsCrWbgTBNGZyOtkZzPb75BIA2cFU2teLjd0M+FGEg7HnZ/PNQd1svZ1JexJFlgytPpw7XSGaeUIdL6/w0uPXcXX94JnKf97SMzGF4+Ul3v7RH8fDP/l3+Ke//PcBfDMRDV0MzkVlgwzvBMAzlGIqBEEggIUS4PTMDPX5wk8i+RhTJkRQgDyMdppOBc1i5zv7v1VtpMR2QBR5Wjlxy9Uv4FPrhvkkL/VIAsGmHzZiy/YZv+5MKoiR3+QYkz0iNGVw6b7l6c/3CFO+935RGab8eqpPHueMhu3ZmU2iLF4O5pXVjtZ2l5CGeuRn9gDKWI/cLmM0CVOne0Mol5ynZBhjO2GePn1J1FPFvZZj7A+HA07cseq4r53RGrCQHNzTlkXA2ekEZrER2aFTSKAi42vpXpkzwRAq6DKPNN9n4BLDon2evJuIaryklE/pdfKV5/3onymPp2ULfMfzm/U1kfSsvofDEVf3H0hYj89w+h440g6bXQoyAtb1pMSomnX6aic/dZcIKC0f38eAvMjDo4h5DaJrECYREBCFsS0TRa3buq4aiCsW812Ez1vsm30k0/FxLp/7ko63peRNvgyKeG730+9SX5O2KNQ5sWBkJ/WyZJ3/Xtu2kkHUuY5BvlYJerTRFj9zXchzNYoxECUmRODWwEtTjw7RRzNHSOKMzC3vjOwEYPCknrV8Y5QuKWjePalJRTKoc8Q+s9dcLof7luA/VcoCXWJWAcBy9NOwdcVajPkANCyHC7QWNoTeO/qTjyFhno+gziBaIHtCbsEs5zYQCxEnauoFZN5HedObCqo+JlK+9B00DhajOQiS9/sqIQ6NNkhbTP0UMz3cj3PHTNLevDYQtHM/yMIua8BmviDmjPX1g5ce490PfgQvPX5tv46fgfRdMwVDhRtErGKcBALTS1kznt3u/JVwhbQJNi6+gsrtOyfCmPO0AHcqJVjYgyKhtChvnvYn4Tne4QxhB9n497HczDyN0ZZ8Jz4TSYKRV+oRmP7mRI0T0rapVbaId6z3aByuYjYjgwM2tJ8ZCYx4D00gALaJS5FnI9kX4+6vvaMDekaxELyxjqOkQOneVtWVmcRIfLdpT9Uwe4YoPJk2LJBNzZjRaloLWRXIdVexvK/tKGBG3/Dnrb0NtDRgOYDpBut6AvdVVXEH0PECTSX0dT2h9xOM6Ug7WkH0mMzbWP4BSqxPbb40u2/oupuYUdsRz+wx9DPpLGMYKlxuT+jKLFEFNS6hUMPVvft4+dXXcX3/C6Q+ykni8y9pKaF0vEyghrKPJXemP6efetHnes4H4RNffOONwPcYoF31xrD4ieDiMQAnNrnM8buVke/FghT05oRoUCPkd+6SRHKt66fxiZp3SBQmshuyqhuPou00WddbiWcvne3nqYqGt4uOB6UXJSKBjDjJz4RmWJho8nDLYyA3sDJG13fHvgkw0h6bRGg43S+qpkCDgQrtLIwIDZHPox5VW0PlvI+jD/2CfzIQYdAHSdaYSfS1kliiUAN5ncPpw84oWJYjlmvZx3Dz5COAO25vnshZzxeXaKuolLgzTqcbrF1OSWvLgoujbsgaovhWBM+iQvYJJicRghn9dAsilnMUVOLw5uc+SIkgbp7pKb9zF4POdEJ7f/rcXrqL8cv52sCrb72D1999H1/+6k/gvS//KC6v7z9TOc9b+pRMQQi+oYa5/nlA4CVIHXwBxvNPWXKCoAz4aU3Pkkzsbq0V0XGj190h4BW5xMLYxjbChkAYsuCBGBRGBIQXlC22nT7KDMH6wmrciJwZhvF2Uh7tM4Q9AnfO5lDRuC3ccSNhOinPCbO9b5LOID0CEgrEymdlIoaIOedvUlOiOoRCJKJ29VdletXG4iCG5OCck/r6G3OY9o+hYc9vh7Fy3Ith3/Pki7UVaJWc4QXTFxTLJASsNTmsiJnRbhpWlgi0slHwCAunfTqdsN7egJhB6wkHIu9rqxfDxifq5AwJ8ZyphPxYWnU+YU5B6EeQkJIFJxydSca+m1zUeadjzpj0+V52+wwnMwQAePDoZbzzpa/gjXfex8uvvvlM9Ox5TJ+SKbDGn9kOUiY+FY1mIsHofnSeTKRlkcljj2cdcWY8jppUNeOnkk3qEtUN6SQfMg+EkPusAzmzPzwjb9pW0QjbxqdtW7fCaFTEsnXr+FMnbxxTSSWv8NXP13KdPgWzzYzUiJyHCyclzFrrPA4GMATOA812fFs9yKvZSAgLKDZGOUFyO02df3sqiPyLMbaZPXa/5WW2kd7XguBdRTLsdKZGAGtsIhaf/Gr/SGVbvVUa2hquNz1utC7AAFUwxsw4rSsaxb4AkbgXHK/uYVlXOTENhCcffwjbz9CWAy6u7km+64oVhNPtLVprWI5HtZX0Uk/ZCW9rjLFqO5cm5S7HIwjASc/xbocDGnTns7c9yRzaYD/zeQA0oySwSXZZ7Trc63M+1jtLv2g1mJH/ywNy/9FLePO9L+PBy6/MM/qMpU+tPqpH5knKaon4rDHpfQIHRIAt+DKZe/XOAEyz0EKkRiYK+7ruVPyGEOWJMdHWT9MWFWdkkduVih4RNw9P6ZynTCWkML1N8dy2RgDY1PABjp34bqNszphgtg3cxRCCoJ2RIhiqrgmJgOpwbJvEOkt67MJln0whPTjxHXbuug6aUwkMYCINnQMC1oZ8GHyWtHzakDGJDlNv5saQttvGaJQQ8hiVe1kCQlYbBXE0qcJ35Ns6GQ6eF9vZgoOGFFn7qqeDXaI3cU89nU64UTXSsV2iNQ0+uK64Pd2AKcKVL5Z31zPfzC3X26r1UuIvMZrgaqCuARgXYybrVmLI43BW/br33VrPtW838zrEVX2jPhf9aFL4No+rq3tiS7j32VYbWfoubAqqw/RJXQm4nXA188qITSms0oGKuACQ1QwUXgmCIOPWZtC83Iqy62TIao36zIY8fFciYK1TZKmi9LrWp4XyqT0ljIpG4FtrGCtYmAl0P4RKQTaNR8lgq++e1/PO1j0VQ0goLnd9UVvN84+8VfrR0/CaqyQB2zyVwy/33nFaVZ2j9okaKnA/zXdWb8NbjCCDltye2CdhahXODzvT2DIIUz9VO1VVA83mrj5Yfrrtwc6Xbqrqyn2DWIvL4QIMwmGVuGZPPhGJYVkOoLbg4vq+M/gVQDvdAtTc+2i0qaxan0PaGR19F+ddn04aSVdpQETptfbM2+u7vZWBjG6opsKSNtbrU3B2p6RQJbLoaHn/cHGJe58DV1RLn9qmQHqeKnEivOgImjAfUPMr8FDDUxHZmAWS/A8fvIq0JoQ3pVE/PKbtQLuiY5PPXv6zNDIrX+wDqtvWg/y3V2QrYNS0IdBziWBcELM6brKmWalbwl7yToQnSw3b7Mn+hw3wtg4CGIyYlui6GpZBUg8JweaQHSmZ++8Z+iCD9pJ0zgejS4RY/7Z2AFaG39CazUnRd9vmvFHyDNvMOOfgDLeoT6jKusysqrZ6zKrlbWAMDWgLY1lOOPUVp5snoLaAmXA4LjhcXIHXFaebT4DOWFdCawy4sd3OHA9NACGAoSFsmwMWBPH2JO7qpMd3joxSm7RJpY/soTKOWzS/RzPcFkXbfpZRE4bQc90MFMkxcjgcDri4usayfDZDZY/pU7Xi8t49/MR/9J/iO//+3+H3fvUf4uNvf0uIfKK9iRbUCQz2TbWBV8PR0lCRrW1OLq1yn+4ATZUIZ4+QcWKUP1Jvl8ncGN+7S+0QdH88wH71Z6xv9vIYRfHUAfGcXZrcC7VnLJZYTPHAebXS00oQVgYcJGDS5zlFMTbusYt5L4V0amGaGeUMBz0BEGyqTXMmCN95J6gINdS23aVUJbbs5QDAQkEQCRY80AzP6Yxr43o8k0SM4zeIF1Wyo2nKqNd+FwKfsytEmXA4HP23ZGkSDJe51VVVd3F1rec9i5Sx3t4IAWwLWpOd0dL3FuE4oq8CpvsHzFi96j6gpR18vAlpE5syJFMZOsh0P8A5WCkxueSCj8W2z4IOzBwBYpx0NGYq5/wjJYmHtqAdDnoWxGc8voWmT8UUjpdX+PLXfgYffvNP8Qe/81v4+DvfBtFSaKkYj3TSFqYQiZEFgUHdMRDt7IECYJcxjER7hgrtezFO2+S4Q5SclTEvK/7kXhxmM8y5IZNUBmLhZhQOwAMSjnWTq6E0GRFwIKl5O+250tVDW02vX5JwcAfpQF6YGcWFcXvgC/vqJK2DI9tENDIhsD5jBOEQQD/T46Mg+kCqUd/adhk41uBurEZVAxF2WA1USmKoJFHO5N5rXcz97XjVp/O8HQ88sueZGbSIsZh71zMUhrYM+bXWcDgeARAOxxNOt7foT24EybcnOB4vcLi+Rl+7bn5jCT9vTIFZvJiIcFhEFbyqMf5wqGu3K/MIV9PU1wTYDv/Znhzrn0LgAR+XOteGnh4JfjwNc1wZnzOVbjDg+LdRAxYJ5dOGcD6f5fQ92dEskxml02I3sQEliWtiO5mD+NB0sPw6DHlK3vH9/ADMpIIx/9badJLcpRKy71m3edeEYM6nc0VP7YHj7NkyGrP1ibxv685UCUitR85zHJtZvcY6OjLbSFrjok6upRY0v9GUWHlKYxdjZraqTfWNg8QZANzBaNBD7FIbZn1bkUZR+SlRaASwHpCde88R+tAn1cNrPietTQBhXTtiR2/1bjICvlEDJdUVQLqHaDtOls8YDsZ0/L13tMMB9x89xun2Bm05ousOaDCjfSS2nWU5lL7pq9gGltTn1i5AJANxCkFB3p1NzRQ2M1fLgQRk7AC/MtH8oYH5T1ZXlhjYnuHtegaATTSUMa9lwXJxQDt8ts9PGNP3jCkAlWiRhlSI5a7hg5MKxVCGTOoIh1uIUWvhUubwGxv6kVUoo262SBwDwRsJ7vg5pj3d5JYgWK0GQm7PY0tUoglbhjCpSM1vt0xM2r9tQ+0PyXuPQZytG8EXKZH/k26nGTHeG0WHPJ/0fjCFrfRiOl5qhMbNUXOw35CCIujbtg/z0Fu4FXMOIFVFlbmeED4KkZ5Dl8wQon/NbVgJu0tjCWErQS/u2kO+PjYq2RBFX5vkxOPRuLpfh5mxLEdcXt/H6eZGwmbfPMHtt8WWcEOikrq8jrOHGcmgrVFP81kp9tsEsGDIcPS9pNAhRILbjXuMDiZWahJJoybj2uRhnBJtGNVyuT/znRlwk76CGumPya71+UjfPVPw+OEhApu4v0kk3iLM7IvNXQuVMdTAXjZxEjNIYp7dl0+ErnRCsGbSwozoNZ2UmTnMRNZZ+0YGdO750TcFQNqwZhfkH9oYLSOXkkMmahyLLhsxR6kmt1Pum/49iP+5MOhbNdJ2CZFGuczJ0eEU7o9J3C7DnZWciJo+fFkO4KY69U4uYUh01RzTqCFLLOekISJEfB9Ef9rxmVmVs+TgcQm5z+ZcLaMyW3nG7GBWMlwdJWXG2RA1KmwlZqUMllhD4Dg1zrz6rD2kbbu9eQJAoiIfDkdZk+uKvt5iBUSK0L0MhDikal1lP4H1QelZCukwM4YMEoJxb+0vW5AWzOLsprZUl8y429JcUvGx8pzj+1xKTyt3B7N9ltN3zRSMoFtqlBaHdXRCtdQWNF1sdUHIJ6PqiO37TI7zZ4x1Q4ohM3pnkTS9UxZRQleWAYH9wJ/MEPYW+Ph7jyDkPjONacb3pSO0N7IkVlA+2bsTosy1DobU7lJzWT9btUd34qjDfh8oBCzPnwMJW6aQ71shQMEFMGQtqhZnCsokWFGytNvCRWRitE+QS73LvJAKEHegx450d8fca2ciNmP+8cmwTXGtxfGktuM3GISsD1MvEYUqJPLTeUe1HAtBDrJxDQl9XXsws95xur3BcrjA5dU9tLbgdLrF6eYGT24+QQdEnbQs2ufWTDEsC4hYfP0r5Y8+HdRiWRoa1+UMppfe9PU/pw9AsJrU8X6tTZkpO/acLV8ryQFCFeY+F+m7YwoEgBaJbV96kOLDO126kwDIuqp6R3uB9BBwA/226F0EjdwrwXLvE3mnM0D9/KI3IhnhLjgDEK+fPVfOzsVWNB1T1hmPxBU0mcYbBK8z03XM8RhBxFcGFXWCS1b2hqsTtmXM6przse9x0lb0mfXbVgKqZbixHNmYF4TCVAb+dEFmtoCDMGekbaokIkGp8l0C6NniFYPoprUYycWWt42ODVKXRk02KDvKVvSuqJOG5+0Et7OqQK2LoXs7sW6UOKSvRKcPJbBjZAExeCtxS+Mo3kgHvSaMxUNbe5TV1G4W5gAwru7dx+lwAK/iWbWeTmIjzB2b5gP5BC23S89bH0vfV6+hvXXljMJ6a0JziBLwi4fTmBhQrSPQiOJ8h+G2M4xhLEBKr84Bm89g+i4lBfKNRQCUc+vweK+Gm5yPBm8Ru+do1qg0Mn4s5ubZIHZMpAeYy7SbofRsWC4SQkIPmSuMRNAYw5rCfu+hzVn5Z5F6qUPKg0gP9QliGAugBXHKRCAvAhZVHadyMmGdMYMgQOHKV0NlTNozaRelf6VnzYvMfls+W6Fh2q8M7YtAm8tiaNc8bOqJYNYfuRYxuWbzD553ZlCkfWhhKwyRrylEw9hqLx/7HnHbpPNxaWisQGQ1O5xK2IfFS+uDROpzhblI3UtbsCyLzt+qpm2LRZwNRgxmrLc3Egjv6lokhttbrLc3uPn4I7AxAD13odhoKEsuweBtnHNTrc4zhgCCqwy3UoQTh2Hs0rpFmmMbkSEV4+s8AZChLIbhs7RGBCW8kBTGRMsCWo7JJayqWfyri8n6057Wwctox8Rw+WsAmsSgsUkzInUbpM6yaBOSHZMR8+HigGq2xDJ/zlDfqC7K5TtyguPBeWemfomMMYiyqQy9J6qLBmjQM7Y2jXmlNuR65jaPqq+sPhu9M2Z1H5lD0SyTMf38fK3HLM9oSSYclN4jP5mt+eHzaYzYQj3kQ9UNGW9asK2Dz4dkndAPO3LS+jxrpqOcOi+mUmVupzbPys1xlQx4ac6i2z8eCyOXqqQylfkJmAn70pJQLpExZ5tw3QlfX0+gRri+/xCn2xvdOySMhaA0ILVjlASiPsYgtc9MwnUtwEzlOgEbhiBsAMuZzWm9+l8A0h2+kMpKgEkyc+ZuajzTeoAAOiwpauznI31XTIGIQMsBtBwAPiWRropoeZxj0MP4EzrUGBCPi0JBiJjWgj63REyRjhJkZwo2gTCxDZBIIjSgw1rX+n0vlEbpl/RnkysUYAxitSvsIGzrP/OTntxFnsAEgElOKxPEs0+8S1kDIh6ZwtjOmRru3O/Ntcn6men4/WEuyiPkA1hsp7NtthICJ66qo7sxM/v5GpKXkHihK1uStp0Lqd9JfxsiHvvMh4fL0I1AJR4b6knw+Whro6lELqFMYuOaxCiKsBbdCJdJSApImCXmkc8ZoDgwMDKDTGCrA30Vm83F/Yc43XyC080n6KcTTjefOJ6ytXyOPPrOZzAIjL5GadbuzTuIPmXpxCjP13UOwhlgpoAbxPVp2pEkKkNgP5MZWpfqUv35SN8VUzhcXOIrX/tpfOdP/wR/8Lu/jY+/8x2dWOJGCmastxZ+YO4hYGjR9PomvgOhjwWnoF8gH0ABCayTt4P7itbo7MTMYRJMZERZ/PsG4hE9l3YkwkZmbNd6uvoLQd83k5S5BHfza9jWL/cPwURsHh7dD2qXme8s3XW9GgmfIZ9nXjxpQXOMM2AgsbuUaWX5OcUqQZnqrK8SBK5Z91UqmCu5URuN93Pd9tpn0q6FjM/Ax5Gu5ZTQ6KgmISSX0d59h3+SQ4IJAK5O9LDpO31eJOY0ZyjNW7newetJ4xkRuK+4urqH9XQLUq2AbFprOOr+hWB8mperl2MspzMzixmbvg1PMG1A5JNA4R6YyZ+zYpnriFq+OZmqjknKvb5/H6+8+TauHzzcqfRnM31XTOHi8hI//JN/AR9/+B380b/+V/jk449127qidu5gyNF/SBOwIDAYgqqeCMWA1kM8LItUR5OzjtQI/ZgUVYgeegGDt/rYHZQ8LtTZ/dBzN988JIidgZUd0ZByhhlKtPpZ0+yaVX+4JAyx5YuJKFGt9+blp0wj4c9SWJHGUntoII53lHB3JVxskrEGlCGaSITYlGS7apfDQVBcE8IscwPAQdEEYq6lQkK6G9qR1TPShfsReYko9m1TC2TPgx0rS2ipnFweSHT+q4a49h5LjKWbVKD3jCFsmbL9w24bs1TsAvoYqYTR1xOgx9cuy4LL63u6q/mE9XTCzZNP0FSFRK2Ju3kqtGl4e9PHWzjy3HdPAxh8rml/OX1wpjhIXCndJTUrS5lKGsHQe5yjQMDVg4d45Y23cO8FU6jJJ3bvsq2dRTT0RdYaGg7AkkRSQym9+wRkn5QxSSQWCktIARt8RxpSRudKyCVvjqBjjtDjPUNWM7wyQ70b7x6uBCQbN63+8ilHwnBTNUJGNzvJCQdQnuMiDYS4DA8Nle8NC25on6HSu9tu4zhKBGLENH59TmoopWyQN+3SAlfLwIsXQqXuxuZ0QEiSREKhdgJZawuYuoZxDuKnhUzKzdWtTgZxDQBamgcmuQTS5jWF0qaGk56LbOd/WF4FIGgfeY97n4phu6mXH/Pe3pWQojG0w/vU+r01tGGe7ElI3i6VwuUsCeDy6grr6RbcT2Do/oW+oNFlEPosHie6kOulP3yt5pTnTzd6Mbxb1cfbdo+/x5k/qv2y5DbLZzkc0I4HvPb62/jhr34Nr7z6Jj5P6XsT1o9FbO/q75w3C8EO/VZjTF9PgG6G4W67ROVfahyRG9IkbSYvsxjLDBnJZDDEEwNrsWf8cBcy0rFlIlFcVY1YmjEEZzZEACUik1oTagjC0qBidt9MyHiNN4vZGQPzZpGPEseYSvsc/VlPbwlFRsfbvjFGDZi3JFAXYnRZKmNSlyCelQCPRCjqncdwxnxiAxJ6zBPzvBGPGwI0iJu7B2MUmoxBbZloLa97G5wlcbTF8r89reDesRyPaK35CW25hJlkavPTJDJTRQpKZmckQcCRetq7LfV3JZ5O4NFAy90qRsuPiNSeyuAu6iJhCgvW2xus64qbG2EKh8NBXTVFeohjVj33UufaL/sSg6lhx77rGRRM2jHaFni8n+pQbAf2JxBINsw3wnI84nB5idffeg8/8mM//WJH8zSRxAGR/QodYA0LYBPLFhBB4t+3tElnPZUBWTmIQEZeNldEPIXoapnAraMdAO5rGBv1eR98Tga/CUPIKS9wqUYYrkddb1SKJnWOrfT5oBYnvkXnbwxh4AqlYrW/gXCJrQR+f6GPhHckGOf6BGCNgGr9YwRRjIedm+rRJ3XeoF/9lTp7RKdD4bBXhaDbvLJCqrfZlOm72kQOlaG2DOMsT033lAAutdpYWtUDEHBpQw4d0VOIjG7AoNG0nGi2bQYLd1hrhTc9MSVbX+QtTSBjVoTOWZFy5gCpzo+ux14HCOp6yM7x8gptjV3Wp9MtiBoORwKanpIHUkbN/mcMTupCaW4YGEqgCJBIxrP+YoUGA2OI1ZUIfv6d+rp8+vX6CbXX3H/4CC+//gYePHr5cxUIz9L3KAC4Hq13OIDXVUV32VLvXhSGNpaqczzdPFEp46RGtEwEVP+fiVkjkB5vyJ0BO44TOpguturErsL5vPajysMXfBB4UY3ZngHjUplbVYYg+dxto9gS+5FAjvUOosqbgGFRn9naIaCoHcbNeNH+PcQ1Q3OcFm69W+iRM4a0ES/0LpuyTH00a1suxKSmkWnHvoVUJwbWtaM14DDEvrdxK+qd1BfO0JgB7l7leD6pRVnDuKidw0J0NGq6yY7RlrajApKywt5VVVjbXs69Y1KA16gwhlE9NNpMrB/y+Qs5dV7FLV/7zu4fL69wUNXOuq548sknaM0C7S2pXC9M/sz9yBlCGmOeMPeJZFwYV/oWBD0YUGYZ+4zAxjGkBGabC1LXhy8/xttf+iE8evzKU4Re/+yl7wlTOByP+NJX/xwev/4m/tX/9Hv45MPvYFUDWyz4GHROeAbUIBFoa5CqzCCMIOVc2H+o7QGM1swIuiSVR5r4G+iUddpbxmDvsBM8AtEC5JDBBrf8D6VMAz8mCLBNdkPbO0huH7lbn0xutbgfaSzgjDQyKWf8bvUvEgoAQMeaqbyR6+kzYSBIdm2vBqYmBMSbaDDxTtsz5ucHvvQuAGJPMpGX4aicbD7K4JmtYtYGk1g4le+SoUsaESwPbHGh0s7nZjYqecYcLkjXidvWkjefqTMB7X9KgEQe0I5UaYIodv+D3UNK0ipnK2cUT2G4Fr6YzjtI/P1wcYG2rl72ut6C+qrtzECIy9p2mKNE2GyLlR/MgVUm9kG4B5CTPxNjKSojfSDnYd+7fl5cXeF4eYnX33kPX/rRP4eXX33N6/J5St8TpnC8uMBXf/ov4pOPPsQ3/+0f4cnHH6l0MBr0bAEnl7W2aHA89V7QZ9fTrdodInyFZ6GJAY1gZ8cyxnGHAcKMETHAq9JIW7BDhqjTyZCCfIcwBHBiOMP7yhDYbyXiYqjHCQLi/Q0qniP1fHuqaenzG15NV09xKS4v2A0zyqBey+a0qMujmn3kNWT0DIsnAwTPjCFEc3JezWgjyYcrAYjDeRTR7jIFJ/ZKQLUD1r665MDME88rJ23D74EJrqszmsAm5POioblBF0Dag5EkLEbx4PHxM4ak+xY2Y2WDmNVDBoOtvNRnJjVY6AwHWX0d1rT05fHiQsNfENb1hCcffeh9lhnLOGbOGHS/0NNglpmtrzt4mKyfVF60PdZ47gZb9QzTQMjvy3v38OCll/Hul38YX/3aXzgTqPKznb4nTCEP9GphIGxR6URK2LkSHhImQTHfYUIyUdPQFTGBA7PPy3e0lp6NdSrGOmqRV6E7O+1zJJHLomHypu/Zdc7rPtSX02uB9KIHztcoFkOu0/zkp0CR4iiZdPLlXULEoKltovFzXLW6ojrJprxtGqWwGh5jjwYYms464fD1t5rMpY5MLJhZ0C9i7hC4jMsc7dmkHGwFjoTFRTP3YcTqr+oKYwzH4xGdF6ynk3oj1bhS4jobDMlUY2O1or5Rdjmvw0TUUc2U1WmZWfGWUVYje3oPaU6rFCR9sgJsO68XHC8uY8y877bSVPRPXlbiZIAzgGUc433pOsrKz2XAZ4zBqA8jjaHyznsPHuLVt97GvQcPN2dWfJ7S9/RQUWaoP/XqqD9vgZeHKpEFGUNg7/1uaIZIz4rtgIqlzhjIFFCByByNErlOMNNuE0tlknIQnFyfnXZ5cnQ/PANpV0sLLROnnM4RsS2nGRAzsJvnPitJto4sxickbBeEQWVimfLPf4lgSplcaFBt41AjhiDK1p5KkWWvM7Mc9l5QZ5VAiGxWkL/Xew+mQKKCKojA+6QS2ijXGC67xHG6vQUzO1MYjdyOTAfUvRzkQJuPPvwQ/XTCsoTkWRhD6uelCSPveczV3dmSSC5G+HrILQQ/CXRkgtYXPv/6/irY0L9CXGv+rTW0g0hS67rik48+1H5ZYGrX3GfeBuMKRTzdzv3Sz/nPJbPdZpR8mFHedQag/3VTq2mZD196BW9/8EN4+PLjgWF+vtL356RpJVBGOPKwFpSangUjzm4mAN3Ob2X4aBFikeVMzgyMDfqoIrkLWeT6BgOTf0x1NCPCDI3MScGERgNfRmTTOtDwIwkSG5XB0M7ajzZxjb1wEHPiTPtTcbYQB3FBCol308Id6zHWLXqGALToOxtTbBf/NE0YMeVvRZKRAImmUnNDNIeu3kCL1ds3fVCUUIVa9aRhBpaktsjnZgC+i5q1f4JxpoqbRAsz+Ef/bSSYPO+0DZSvlWIC/VrKRvjMSCmffsccMqRKrg63Umaj2mY+1jrXqKE1uMTAPkwt8A6CJojzYJ7s+o/Ox10Vp3a8eXWXzJ8yxYwP5qCFqU2h43B5gfsPH+F4cZH68vOXvvdMQbl9o+YLdjaIG/HVkaZO8taEunGicm7fyhAu3pkh6vy5N4FnKU+QqLB+Up0QNJR1Wlc56PygrJECQZ0tn3Ymc3CE0o5REvFwD9aPZMgYxlsQboHTCpy5l1IhnHMGNS6Y0MUD4krcwOhovQWT2cJRr9aGiTrRssrIp80rKMpmJfTLQc4rll3B6praGg4k7pL5iEafTQNDkDoIurVY/Le6Kc3abMh71Qy8PiVPNSibl0+SUka1oDNyVa8Y6jf7TZYwODPzlIf9RTiQbZjrMCKHROLSuIGovmWCs/H2+reGpTXxIOSO29tTmV7r6RQqnPxeWV9ZGsCmDHnBBo6K9JSfyyTD/4wBeCZ6LUl6DKCzeJBdXF/j0SuvlJPnPo/pe8oUDscD3v/hH8Wjx6/gD//5P8MnH33kg1QWh04+7mmTm09onZx+OS8Sc/9KyI4Abnb4aw0RTXrdkCMIur8hZoijufye/2BFCgm5WT0ISnQ0Pyda8l7WY++J5Zw/KX8p7Eiv6AMGCSeitfVX1hNLk0RkN3aQb8fiykTljL59QG2jqmxaj5RPlZZQpZdE8FMF4zONzCi+Z4Q78KySt3VzX2X3PZbj8HBu+x4SDGIi+xFYp0rMFVOP+PwlryUAjVB6OKhtgT3gXe7Hzuzu20H3KhgJZmVrRVBtJui5a9NULQzDiS/yveZ1JhIHCotoamVjqENOFaolV1cLS6Mnvtl521b29pyOCGdh7cyfknsAA5tVFeAMayXEIL9dtAKJMTx49BKu7j/A49fewMOXXsbF5dWmrZ+n9D1lCseLS3zt5/4DfPzRh/h//fEf49vf/haWhJ4yY1jVe4JWLpO3RpFkZNc7MgmEJDBXXzVUtrL+bJA0pOwnvNnCSTFfsq6VlIkUQxwEJbg9w+6kReBodUAxtvPa2p2XclFleVuBzTwe0x0MoTyavjdaVFUQqHRkAEZMvP9SW2jI0RjhHtG37/tJF29elDTWOndH6iXr08nzub6ZuMEIszGk3iWgW2vg4wXiuFDrV4PhtW3eeptrBLERADjdnpD3jTQiQM8vmKnSlkW87tbbk2xSG+wrxuTK8ahRGWtsZRKD5Gj3AtnXCZaZgtDcFJ8MxhSgKh0FQcyAxmBa7gilPiY7z+F0c6uutquWb/NTypY4Srk3pFxjUbZ+NyHwB8YwX0sM9w2HkY5BMhhCej9+7Q289cGX8c4HX8Yrb7z1uVUbWfqeMgUjvkQNbRGxkZTgrBrUrjWLIJqNlkhEzsTEihpN/y0bgVgHbEtQnAGwxmDiRLTJ0JagO2coqRwAxdWMVCftZu0BFeWqzpLrsf2xpPsfSF60JS3AXLfED7KWaJMysAejc5eD7IeKjsZgXyDDIucilgcqneW1t2C29yM/Y0p+aP0E6zuxH+rnCNOnwva9VO0y9wA9J8Lvm9eanirG55nbVpoKotxRbTYbaUjr0paGxosDCSDthtZ6ccpjrE6W9Kw/fE3Z/YC/AY72CDlZXWkcAm/bqMqbAYGs1rLfNobLYUHrhNNJ7nWN/BrvG7PITIdRmoIKJuVK7QubF3tuJKULhnWa833plVfxzpfDwPyCKXyKRCQb2g7HI7oiKIn9IgHBqDUcDgd1x1sKoVhPt+WkqfCyYIA1cmo6e5eIkIRc0HJIYntETwUUIPhkDyK/qfzAIBqHPnPz/BmIb2GeZ/GWZuVWLU0s4PLJDNvYRJNiq/JLVpEjHwJGqjJDml5+qovtKi9sZEJYNmqdM22u0opcE4Ko7ok6Vu6wwCxxs4jQOLulWtcUbliZrtcLZYd87ycwk4cr6OYrb0SK5mEMsp7bpgxRcwnYxr5h6/aZ07IcABBOp1us64rD4SAhYADX7WcWWSWWyiTtVhzGMzAEqTgsmJ+f0+BjG6ceCrPlOp+yNM/7toVMOMd5QCRuua4i60obYEyPtE9JXMdzX1s+9lehVmlnSOIThmCvg9M4pjLs0B9txxvvvocf/5m/hIvLqzvBz+chfX+8j2a6WIJRJb9UDGN58Hw3NDbIisi8kgiAHdqRaHN+Fk2DWGk+eXWNYDQtwFhAEWMtVqX88Qbpjwg42jhF36VdQJZ2N0bXJE0xGcGKe5uF77e2E/guUX+qG85ELZURjxp3UjE/6cb3Fk/cq/VxY2gjX/eugnGpcd4GkzRsVGz6KPt3QgdKxKp3mSApBLmSKzAIS95o6QRLGABlNYSXqWc4ZGabmJozXgoiGGd8JOJEaWgLGg6pJLRIRgijtJib7H3g7U7TKzOwajuCvrTvYfTdJomgTB7R2KWsHjYRa4szQACuprMJYiJB6gtru38f+hDI3cpWipMJZhbgejzi4vISx4sLUWt9jpmBpe8TUwgebn+G+qDfuTM6CETrdtKRUd6Um66QtjQAi9gUulHTASckHYv4lbc4oARUGM6WJcUEBGKh5XZ1veRVzrSNBo+NhKimiFMntc9xQA8K2qoKcrsKbidDULUljaqdZLaszyH5p0NFYyfMJY+nS4G+G+dduWoiH5jSbn2SxGC1cjdRQlHr8NrTGSDkET1Z29JaVRkaQT4cVBrtccSl3Rf1ZB6TmjLady+gRkBX6aB3P1bW3u9mAFsWLNNxYtSujmuZCSH/6b0VIjEsdrSoZZQZMYV3kq/pyfgWxjcfHU/L4SCoS9876YY+0xTUubtF9OCkah7mxt5ct3EJlVTYiLJtjVnCdlzdu4fL6+vPvXE5p+8LU2jLgrfe/wBX1/fwh3/w+/jkww+ToIfyPQsDM9VFTZQmfjaQVWDd86TO+RlRVfEXUDEbNtEH6mzluCtpED2XYL0uQYA2DG5QA/GQPxDG0Sxub2wXmseGRJeFmDhUkTbGl+yRfUS/8S7pPPSN0Y3xmoVksPfj2W3Vd4jHhqA6tEi/o2GRTxW70hCB2FwwkxunEvXeFgmN0iiIpyLlcewtZ/KZM28f5bHASEQrETcnCrC4yzYsSAFYS9PmKW4WlVKqS2rZrDllnYQQSBtp5Vyaqwi3KeMXe8cYZFZLZTVQySu1sXwmRrbhkUM7sqYij4sB2IcvvYSXX39DdjB/ASQES98XpnC8uMDXfu4v45OPP8Lf/e/+W3z8ne/4vXEu+qK2v0xt9aJN4tHLB7awkQiXMY6EBPLzmQh6WR7XJi+oOA0uApRlNDE0WuVzAsC2kJQJtaUloWcg3KkP2nC19+xpk5sRBNdQoC8Gy5/ys+fTiOxGCSH0zqyxbfbzMluOvN/OxprfVS9N6IjNEh1hbBdzvDyjQ7bQl2URm8TphM4dp9OttJEIvCxYGiDqpOYSn7hEzgyMIQlW+0gaYx+TaPOs3q0tWBbZKd01PlIjW57V4TL3T7UpULGhWceZmmpWd5m22qMaen4M4WCG4LvS0xrlSx1UWsprclVvv7V4biWGl9qd+3Mm4eRSy/0Zs7F+bKICfOOd9/DlH//zePz6G3c3/nOUvk+GZgItSyUIij7yISdgdZEc9a8G9ggQ4zKcyEuqi4w7gywUsfMTM7QNxI4RC8z1u2bMTrF/fC2HeBniql3PVTdCnYhyesDOUWbKjatt2UgB23WcipIKRi5GhIZXRoljQvzPpaLbpVAj7Kc9Iv10SGvAmYYUtB2pv9l62hb3UGrt1pKz5ZPJBnOXDc39AOhhT2TXMe4IrgXIPEqMYSCAo/RX9Nsp37yhTBjNSc8PUddQmHRzZvMYURkjAzpWRp5hpVu4ozPCNZajX/19X3476P+O6yPx3btfJFTYWt7G7DqrWfC8fArN6zGQFAJweX2N49UVXn7tdbz65lu4vn9/2q7Pa/q+2RQsmXLGJrwZ1cZY/hZ10iNEql5v1cHsfU0DrZMGQF8FmTbz2jAE0Q3h6DsJPWfKkycgM6nLa5xdy0CEEp61jwO5e0m62tgJBAHJ3ZKgIRhc6rA+CAmg9iHKpJ0YGwDwCErLGDwtUZY2pcWXyit9CL6DOYwoNnI8z4wSQ7XaGyFMBmE3SDsiPIdSASDiCVkd3DeeGf2kBLgtABY3KnLvMlaNYIWHJmIAJ8m2UJ+ctDITtbQ++rL6Xpreb7AcLoDl4HXn3rHO8khrYzkc/JrE+ZJYZBFjwDOIPu66jpiBFpKtAytnwqVTy1hml9qpGolRxrX2XbTD3l1ss5sBsskm0DtVznnxMNd2jW3Rv0ePX8HLr72OD370q/jhH/9azJMvSPr+MwU9NL0ln+NsuLNrzHJCle1jQJoogJHTNAFcjOybw3lqMqyRJriK9bto4w5qt2/zmJS+0fULQ1AxaFJWXnpmUAsmaO2w77Ve+TP1X5bEBqS6l3xxbnRX5WOXwBuy35NMdtVGVH+7tYfFFTeL/tMxv5tTAT4HmxOeqMBAyq0PtC4iMU3mZ1LpmUS5J8XMq2VtFHdtdglZNnm1pnt+UgXDbpAkkdQHhrRr/wxf8rQ35ZypkZKEkyXsvfqX54d7/l0u6He+s3OISL3N5mBitEHsJk40INdrsv6Pxwtc3buP4/FSzsX+gqXvO1PovaOrh0dmBtmo1O3MZk7eGKjrWzaaNT/kxCSH+G0HySfvBAu85WhT3pNFpjFZNP87EcegNhh1ubPPeJX81YLaVW3lIq6/sSH3/i+BPOAeIqfUjtn72BCLLcrdGu7yfajaa8CaZ5Pp46MGBNmXYrRWCSmLGnFDjEsLbXxPaoQV8DASdHd7HieQVMgls2ZqkuNBoqieVu3gKq05Qs+MeGAIgEh54uVmniwrKtPYOWXNGI7O6eWwoNFR6rTqLuk1S2UECedi8ZbqyV+MkKJM8rY4fzb3REUU5Uqu5CE7TreyPg5HJQ895l+pt43M4F2XY0FF3+dh4On3Wd9Iv0vPL7rpNIDRABSHelmxJqTMGEB5Vq9f3buHl155FRdXXxyPo5y+r0yhLQveeO89HI5H/Mkf/iGefPLxlPCMkkMg5OE5Vb4gTQRbTH1dNcCWZ1GSEYNMQnIQtJz2dPD27F1oaW+CRhuACOk4tHtnwmY3RmuP22aGEiSfqOcEL07rFmh1J8rpBCrO6jsu+iwtEXUwNyeGRfLw70bgFKFmXXiaExvCk+u6p4bLSbmTnHbmFUYc7sqhXz8jgZjqsfATGxv9Z1bXWT9bO9uy4HC80M2a7Iwo+imkx0p8o66ZOIuxuZV2hiRp6yHDkrQ5baKX3OuSKcFPiGWG1keacBac5AxpPrc3FUXVNGzqObxigPGLpjay9H1lCseLC/zFX/hrePLxx/jFv/P/wB/+iz8AYKiol8nclkUGzQLWsSKutAU+FoBMcmYJbNbXE25Bcv7ustRzdhMKtukBEn/sdYyrdMdJSnkCWxpVLLNF4UwvEUB2hpAJ2HwxjIgrT+dKaIIh+G8yk+l+mhGrbX+MeTydtABkxiBePHJtkK726kW6Gaw1l4LG+TMCik19i8gZ14jFQUH2QBrTWaUcUy0M1G+faeuj6tLKLYzC3EOitfpanc3TphJ3wvHiCsfLKzz5+GPc3jyRqljIlbQWzjGE2ARGWNqi0UptPaT7JBL4Se0qy+EA5ji7YlkkXPh2B3OW+CaxiGy9DIx81o+z+1OGkWBd1jrM1qaPDQx/bZnbrA7GkM95zn2e0/eVKRARDscjVp1cQCWUU6SX9KBOxKFMgqhMFpmUDU09nSxUgb9bnuVN2eP3QLO1DbnelnySYSRK837IqMbKyQzBlDMyb+fo2xkL1+vpx1iyVSB/bNvhiDEWzZ4qTJXq+e1tPYZrNClfVFIAcXV3tKVP6bPg186gpeJD0fWnvvU5FKoH74OCEFU1RHnMDZV3gJNf/9hPQ9/kwHXlMRszYxKMcsAQp4fFkK95qzv0sizoSxiOZYcbPKqq1cNCM2yIrvaHqLQUYCGGkJmB3hHnLmNjUzCEH+luice60hjCnsronPpofGbLGKL8UmZqm0nTBLhtImaZFwBmxnI4gFrD9YOHePj48Rdqw1pO33ebgiVDLkBlCPmaE720gHuP4/zADF5ls9G6ruDOWJYD2iIGoeZISHZFzjbBWCqGwZkSZgcdbvTxCBG+GFIR7chiL3txA0MkwGLPnDecGYPJNcgLzxgb6cJueqLV0CYE0TBgLMSC7j57dmBMu0nrRG4nig1URnxNYzHTBSP1m0lX4rRAgEbulNsphDlsPBJD2Kkwef8A3SN+CtFd1xMas579jfT+HAAQ5Q2OaWybnBdhp7/306pHbm4jnMqxtIF+qTVcXFzisBxwe/MEp9MthK6vaBcXouLQ+nSE1FH3KcgTZrczSZq6ur6uK07ryc8+MAmhaXwyYJQA8jzfIc5JQgCnMCXfRdowliQykwE5ss2sVV1nzDfPB/MMtBEDgOPlFS6urvDGu+/jS1/9cVw/ePBd1fmzmv5MmEJrDa+9/TYA4E/+7b/FzY5tIS/q8RpULdJNJLdJQhMxOiEuv0LkEymKtDrY4yG+5/LPSRgbZjCB41V6SdWb0JkqRcyIpbm06mueR2Uwpf6JFNeHkqRCgavHOmcGVyrN+ffYhjtSUnVM3/H2ZYZca1++cBF00jvjmBozqVFozZ1ZSUrUSfcp1AokODpJpIMbKjJEQME0X3xucZ0I43yiptIwd/AqqN5UU6DmrsxlfoLcvduN2dqfJrFY5UwdNVNvDasofd9X1xhD6Fzdzs+pRWf6/tGIvCkv0Ybx54xt2Yz3fO0lffH+w0d4+MorePDoJVxcXWmwwi9e+jNp9eHiAn/hP/pP8OTjj/H3/vu/jX/z+/98w/nNxzmrLzJRsOd7Fz/uvuqEAwCLEyNvls+yCCEHfMyQSzmJytM+cRulg7tUSPKOIva8WAH3WIkTryIu/yw5YyjtRe0DCiO08RmhwwPzRHg/7RntKglMm6OMMD2FGsn016bX3kpiA8Fgk16sfxuArrvMUdU6cFCaVDhbAmd9VFCm3gs9+q12mPz1dQURox0W769zDGHGbK0chuTTuElk0M7udSfqomT/SQ0ST6ALLIcjbp98gtPtDfrphNvecTge0doxytHXWhM7QhKmvE/WU+zDaURoB/V2cptCDfyWz5+Wz33kL8xK1qpJLkWVlTqlzANFOGx5YKv6LceeJgDg54CUHthLIR0E85G83v7yD+FLP/YTePODL+He/QcbYPlFSX8mTIGIcLy4AJvoj33ioV9UtGMfMTlWMTEIQyqc3x1sDpaX5Z8mmr2zQeJsRtHz7QECQT8NQ9hLDPiWBViuVMnz2ewLJKrIa5S4RjtOHQNDm09b6/mDo3qNBgIwL1+XaaqOy0vs/2yaXJ4mYSAqPG7GxARBBkBld6y1mWAb3LZMrkMOndde9TZsEX6eh0Ppob4gs2Uk9QVDpBJzF9XGO4tJaqWliVOGBXkUoBR1aXfIhvbd9O022W2PkKtaytqK72dtAmX9jQify0eZD4yQ5NO6l8dzGSEVcM7O+j0/OwCEojLN0od+v7y6xv1HL+Hi4vJuFernOP2ZykcMUf+MSH2mp+/rySc9MztCtDgseUH0Hr7vvlPaolcOdcgHj+fy87W84Edxv7xrovenYAoZqdjvqE8ciOP0yp7aQ2hKGIsI7QJUJVSzttv3nP2e7tgkD+zk42UM+pzCjP3FnH8lGtGy+M9uj6pGBxvR6Dnhtt7YqBsBMIFoBaDHYFJ4TFFfAW5JKp0zxq3R1WsIOT42GEOatD4vFwBQb5+ZvuxwPGJZDrh58gnW0w1umbGeTnKSW1tUEmreH96dqb+IZP9Ca4R1XXG60X0JF8c434Bs/iubOYeSUMd2/Nsi9zoP3CMtSQoGCquKbVB9WYOmzMPF36hbzza9WlcQ4f5LL+H1t9/B1f0vpi3B0p8pU2it4fHrr+N0c4M//eM/xpNPPgYwQRsAfBVMCK5PmiRW2vraTsiU107aswlk0X8s/y5mMG2T6za2Vdp6QY3lBiPazd/up3bfxbDO6Xkp13cikhuODQOelemZO/KskkJmLNYV7PwhEOOmwMpQwFpEqjOMOFidtm61Nk8wvJfbbLizAgIu9Q0yuzUab/s11Y4rmOColJdF6XdB0lZeIz9iVdxLLb865iYxz21fIk/k8y+AfCSu2kUmYKL0lUP2nXGze7PLyMKuMYOoe7ozyAtFTEg30+ikaVlVWMpkdF5e3buP4+Ulru8/UFvCF9MV1dKfKVM4HI/4mV/4T/Dk40/w9/77v41//c/+533U2gigpR6ooqI8IEdM9r76qU2tLaC2QHGkGLns/ARdkLK2Msqrvs4zgkhEasgLhjOmvTZUSSAmru8onTyfy8iLU9/c5DtNJsFYyJAZQZ/kMdpHQt9bkdrWLpE/9+smbZMxmfG73d/5BpujgeUzEO20czgM5+GWWNo6SDMy1i0hVbGBEMkemM5d4grZ+QsEg96bmu5LDHn+1fk2SqV7UiqDxZeeLrCeTmKXUPvE4XBQjynx3DPi2ZYDjscLB1GamXsjreuK25tbtNZwvDj6c2YjmI2NSxOzMeLMUPe96Ub7geSb7vmf5L2nShp7Od+YSci5KW+8/wFee/tdvPne+7j/6CU9s+WLm/5MmQIRqe/v+Y1ioutM+LPqNITOK9GjPIGS0dMnUpLWI5stoRyJXQaSdxLhIZ8of2+2bsu9u4xKdMenhe/NTcX2RnIGLXX1PJ5CFTa7PxF8Nvpqe9IBW5ESSismDUjM1SWFKHWr9qvjO7NnlBIHQuy56+E+FZd0gJtNwzMsML8T9cvSa2YElMZunBNhw6Jif3ImllSiEgLFbCOprb4+hjFk/6eO/w5Dinf2GvsUHYI69zY2i0le2VpQbA/+bJXfNvaEwlQlCZAkPHr8Cl57511c33+o4PAFU/iBpJFoZsQOQP2xu0qkWXgUCWI5NDQT8lkWK6c4O1nnXOlArCp5LwjB9oQ0gp36RZirBe5q1zZNiOqArHJ94po9e7b4KIUoRRKVYqvIPUFOG8a4RXjbrrQFmjLeSdHfW3DtxtU7k6lLRGXY3Fs0jMx6obTpqZgv6c567jjd3IIB9LaG0ZGgMbc62qE5E2ZOBztNwMb2t8UyCkkEw7yJ3cYBoOw3A2h6ultbJJroetJQL+vJz3peDgeJjKoM4ebmCZbDAcfDMcpZV5zUG+l4EdeJCIt5JWUvorxmz/AI6WtdO1Q9vmb94xLBmCHHivVnPBZTYrCTOmzBTy3r4voaF1dX+OGv/RR+/Of+Mg7H4xfawGzpB8IUiAgvvfIqPv7wQ3z7T/4EN08+2S5ejIuMQk9o0oIak7aINNLIeLgQMcl3z0PGCJjXgpMhLOf3NCnxtLFe9ntUH9W65GdrHo7KUxEjeo/3YyXP+m3bnsjJ801Cy9CsSS3GvKI+/oQT14qMXfzXMrc9Xe1GdkZzrXX+NavtkGt6TMi3EkJKO5BtjLq5kvLe9Bvyps1YmtTr9Z0g6HpmsTAJYU7RlqpqGlq1kQyGe1nCTFJJlmb2kH3Nat6vI8If8+HJ5N7rTpGWZgxmXGBD2UkFZeO3HCScxcXlFS6vridt+GKmHwhTOByP+Jn/+K/5voV/9T//T37PJ+F0F6SolRiM1mRLOq+rb8s/xxg2qhIpbDMJZioGzwOJKEzKcX30mSSuhJXo2994xkRe6DPpZUNEvYyqFik3EAjLF6VKSKNdJdQF2T88iJr1SdKMp+cArr62tRJJzx/SIGp7dR740FLcl3MOCBnYMRNak/AU0Iifbk8a6lfrwttrJEjY1DHLIn2z6tit6wkSevsAQkWX0zkwJTY61/TIPWb4zmdLto/hoCEYRGqQDln9AHtRhbSlSQSAVdy3ZY8F+VndjcSWs3IHQaQNIkoxkVIAvMRs8j4Ffy4DgmEduX1H+71zd041l5wma3TShwYWCenz7HrziVrK6L2jA7i4usa9R49wuLg4k8cXL/3AJIWr62ssSwTpkhvwiTOKqpJCkWQ7et0otS1kl0l4WQgEkVU4W3VDIqJn8rxTajBEPIixMylh/nr2UDpXDOUfVjn/yFhso8+9S3Iw6qw55NtZLw57goIcO1JDZb4zcrmVkib7LsayIIxBsk3siqUexsKo6D1MZWG9MhgzmRNBD88pVgrOvStRJ6v4s0mQY1s39Yn2Dm+J7tvdrtmuBuPIPZP6W/pOwm8jPbkVIlQlV2wNuWuGPNN6Ye/bbT/cOcfG5yfXjDHYE5JFBSExosNa0+tk0VBpeyjQFzn9gPdxC+qQyUkgJt8av3lS0YYTb13znYFuqDmhSdEytUKUUmZO4FfuWNcw1OXzYsXX2wjBgODHCu5Mqg2KQkUsQJ2wtZryO++2JoIcvpImv53lbNWYnXyV83NvkqG8rqdvVZ4yEBekvky0lQFUUpTyUHuBEI3tBjlSVeAoFTmRIQKhCd1tfXiXvNA6xvKPntvlWH5uRGRXE5WxYAjR7VzGkUjDrTDAtzpXlqqP3qLrzISj3zcAZAfMMDPWHshfYn01rLcnrKeTPNPjBMOQPDv6yuJm2Zrk3Rld7XW5XWanGI21/pNMpdQ2/VX6MhHe6Mdte545ebWGTWo8fjHQMgE++lu0DQ3L4fiFDZG9l36gTIGo4eHjx3jljTfxnW9+EzdPnuyj5c0EHDGIa7wtcyVGg3IjLTxDUEWEVbUEsMUcUe8Jwd20bYdJbJpV25u/j94f55IQllrCnLnWhTKyzLH8WX1qhvkrR4wfX5C1zUSjSumOBUkkbsk0MpMY69CH7+dm6oZAlak9XD6eKlkrHKQ0IZIztV3YsriKt2OepDorCs+tqRow2U9kE5rYGAoz83InLbMO4FH9J8+y1tNVpTyMF0X7N21MZcyVrPmR+f35vPXqbe+ZLotCUThKWBvtgzLWw/FwZ8j8L1r6gTKF5XDAX/qP/zq+9nMf4Rf/h7+Nf/FPf0/vbInReDyrAB6ddhrpUh/2d+yzGC5tcrQGrOtWtBx02iTK1+9Zmxmx0DPR35MUsnTCuytDVoQRgP2zBiLfad18ARnf3HpE1bQV102Z4eoi1jZn6WNDhsL92MFprmMyKuR6kBdCAQKQMpkYYWep9K3W2fmrEuZmaqH0DkCyT4YZwMkD15Ge51ykC2ZVeaqhtG/rAED22lDEDcrz2f7Lzy9tQTsQTif2SMTc2aOsNoozna1fyftT2tc5j6EQ2A5G59X7PM9DOVqXU5zAOo9TZlOp51zaA4T53shsAuBk0YY271ky6fLq+j4ePHoZh+MLm0JOP2BJgXB9/z4OF7J1nyeT042xYDU6Jr38OIFGAraD6A2FCbEJ4pXnUgioVZyfGmIndTiH7u9aJntofWQKI2ktVdX27UkhvmAwI/jsqoWqK472Uc0GJgAoe0r63Ah77RhuoqOeMYRNve7gzYmGhtRQmMjQY4npjanak/YYYs5LQm6zHhtrHkmzvrXPTTtTZxKRA5RxnpcsKRhGbhfDTB1b7zqTEM5Jkrm+WbIK28e8P/WNTb53pd15unOPsQVRUbZTiMl7cIP99f37ePDyyzheXD5zfT/P6fmIDcuIKI1UVT427qeTnK28NDUMcUeGW2ED2GTt0oH8dY/Jb2gvTx6zVWyi8XMg8D2ilRHY3rIQMlOJvv3Nordm20OUJ88sGjLZrrn/NlHRb2+ZyjZVtCfXolzt3yEcwq6aDyg0M5Yp1NaTNy/W/so9us2f3CaQ6+lM3trhBe1JOJE2Z1co6LD+i92/tXKO1BfR36/rSWYjHUHcACw6pjPCuedQECqyRb2F1nWVeGFQm42LMDW11nBYFpEWzNsHKuFo2Ab30vOTyrxUjRDQy3zMzCokpMqjRlvJplXjC6hjck463tzzz3M2OJlplNZvKRvidXS8usIHP/bj+OGv/RQePn5lrPUXOj0XTIGI8ODRI7z82uv46Nvfxs3Nk3LfiDmrqNsGopqfm6FbkzSE+YQhbM82YIiWWU1aPO4T2G6Emk10K2M7ubeL5C50lNu1qfEzAjOCMA5jljPbRV2YirxsIXI8E3UbC2AnBoW5lnbL3Soh5oeGhk36xK4zgv7s8YGRmW/UCrViRTLj0s8U6GGoX0gMZuyfIe/o2znIqEb37Ngg3ZonY6r/oCabqRstyqt3NMf6mKpZRuLLNn+3xPucpJAZ99OkGWMop8VNnyOYozO7DnCb58XVFa4ePMS9Bw9x7+EjHI5HvEiRiM/Bxz+jxMz46Nvfxicff4Rf/O//O/z+7/6OTytDz6IvFX/tfHZqdmu1RTaqnOy8goAaEgVTTpqKSKyCpEIcjxPLAHv5Lv10PLndt+DfBxtFSDHsbc1IyL1DbGerljIIDrCbh8NhI3HtlYWxzyYITOowrDHGhnDZc8ES2QB7qXfTU74KAQtOkw5VmxCd1EdEJLGIvI/CHZM0mmk+sjLasqPiy0xev57Us8c82RaNRGqiiNXbxmzt4tVzeX3tMYgqoNDnzGaQ6hR2g6hPGS/zJkpqVNUDJeItea7l3BDW42pHrzTyHcvyS/rM51kjZxpRJUY55MoZBEKiSJ/5vdrVda4VALdzrw/zYZY3pdnG8lFoCIjwQ3/+J/Hau+/hz//8X8E7P/TD6SyLFwl4jiSF+48e4fLeNV5+9TX86auv4cNvf6t4I9m4Z6Q0J86sQChNLsQmH8tE5jA7cWMOZCHMRVEnDPFPStrhp6OEUBHUVpy+iy/PJASa5HOXzr08Slt7w57oPtEAYNYOkxg4MQRr81ZK2LbHnq2o3Oqnn6muUc/EkDgzJpQ6jsxgo8vPhsqhwjZXmMJRYIqIB+I2NmSsuzNTTIbPVFmqWkSSyDi+BGPwnHLfhNoUKQR2SDGs75K2LTpxNheQ6h8ML81vxvy9oX+eNvFY3k4+LnUNMqkxKzBjOR7RlgPuPXoJjx6/ioura7QveETUWXouJAVLzIwPv/UtfPLRh/jF/+Hv4J/99jdc3WMrxjaayF9TL4vYsWoqiUDbafevTVgOnWPYFuzZSA0hKWzQ8A5hN6JV9eYwBQRC/J4zt0ycjXCP51i3pHv2RDXiKwA/G3moqH/tA+IL5jubElS+ZWJmddtMJQrPnbD3MA7Louf/TiQBrSMVhFqJnMT8v0WjppJC0/M2yOeHnI08l2Y2v2NgojwtP1CmEBuXwlQiyUS6jJ3GNLLPsc9HO1FG8TR2f+rXdZWoqH1dI9QFcxkHYyJy1ki2FTRfM3nMfNwV/dhZElb2VoLMc0afyaqoMyRlyzS34z+TnIGQFPbyjKQ7qVOfExEev/k27r/8En7yr/wC3vnKj+DRK6/g+gt+dsIsPReSgiUiwoOXXsLV/fu4uLzcEMj6sEnxgRQBWz8jQkdhCHY1NJDz5Lum2eqHENnPlGffN4xjSgRneudKzKZ1GyqeicK5ZLg9E/aoz5n38k2F5CFFzVFlwqKprlvVWXmvfmzfyX0MA7Vi9/Gq6V07YW1fQhjL2OuHaInnMallftwO59n6wG+lh2Cw5O8DEDfWTdbKzELHVIDGmO/WxlABR20hl3kxb+F5Yr6bBmmj1unuPMa1M3kgEmWJIm7fe/gQL736Ou6/9DLuPXiAw+GFLWGWniumEInjmEGbLL0uhuanRynCGsTW0ZOHh89cVodJD5HuIq41ByRms32fFUl1r9/Q1p2JPrclbBH0iIZnXlgA5qGTEWqX1gw57jY1tSckBmfau+0Y3odGFXVJbnj+bPkk3JpN4TJRvDADiSFUVVh2r02EWH+P1ET6FDDVi/3t7hpXIt0tLpFJjAOBbjPJamiNzatyvxEaGrgvwXzQ/VxksyXJR0hQbLYDC97XxN6Skbj3RuI50l9DjC4+OW+7k1hPEmNfotg4iDxDvpa3jWFnO3tFxuArX/sp/NDXfgovv/Y6ru8/eLFpbSc9l0yBIPsXHr78GB9/+B3c3NwoYpdweGL0S8QtLeYtDtsvIxbpgNgzSh8QciDa5I1vl3hLAC33WERVukhPbOs4kxYK4kISXXaYWJKy9vtlLq1Y2czAXINu6DL3y5ZRAbQhoNYHpXtTszDkV9/LTw/1yQzK6k5xfZQ6rVUFECB6w9vvEql+GmNMen4zFLNwBa8wJ6mqqKhSuWSNG1RcrIBlTO4cMLbf88xAoWE10dIIeYcyiLRwkMuvc2qrHgyVUblWBIJJ7YZL3732Ouqb+9f6Lc/a6wcP8OiVV3F5de0OCi/SNj2XPdOWBT/3n/4NfO3n/zJ+8X/4O/ifvvF11yc2LMEQkuTQCXCsrwY6+MlTMRmpBZpupLFgGAJP84INqJQ+SQlNL8Q906+RCIkkElVgDl1nvG/GSyUUhQ9NvJ1GGm7lr10AdIrRX9BpCSk673srMz4JsDg5k2IpfxvUAuLRUX3eQ2UGYIiiGt0/dChGBAnZk9Gin6OMhLXP8Mqoi7c6/VsZsXTlIhKO7QUpkkSWAPT0P63vuq7AesJyOEo4Ct+prM+3RU72M4omnEa9pwBaKUlV0UtEgvQba+Sw1D91zAEi3duDJmcyn25B1LBwnAlhbeoewTfyycjebHP76EtuSJVTfRLv2doo5snK72dObpulkBDM0YSB1nG4uMDV9TXa4YVx+Vx6LpkCkZyGdP/hI1xeX8/IRklhJcjqgCA4QWO4Eo6CwHXxZ0qyhXfTvH09Z8qZpIwqUXABTAHUckaDdODt8koq6Kv1Mt52FzHMTcjoeWu7UYKnxhXTOU/X8qdGfLm8/TwqSD3H0Wb5br/PJIbQ6VcGUbsz5pr8M2PalI6R7YUIniWGLt0oMc22jFQ2kXoKEfmO5f0hj/VArYFUrUokNg+y9rpEY+WnOa7/mE0u+n9QNXL+rAAB9dJuukulFF5T9vzwvjOl9GfSqoUheQbV8BcxPZdMoSSBhfKdLLSw2AHI4Xd63CeyRIKEeS/ZpLL5TrFYnNjCPI70GoctwPff7ixoX7qskkBe2Kar1wfHHDaaEjZ1hbjGHg5N2VicAAaohoIBUyK4LcFp2/nJH4xgTmdNGENLB8x4a3GewCGIae/Sl1ad4gBQS0yfs3xtrOxR8y8nQFWKwewpfpe8x7Lmd7evNZk7tvnR40sJ6rT9ETY/896Z3jt4XbH2Nc4J0XnQQEDLe0XU9XSVwe25LLMV6EywM5JZbQacdjLbsEgEXeltIrEbHQ4Lemc9EyIZww1Vi+jha8LQttktssG6DhOrcZxD2k0qHJPknwY/FGlViwk74TA/EugDkseY1nU5HLAsi2gGHBS+SHvp+WYKRLi6vocHj17CJx9/jNvbm0GMPYcsh8lr1zFMidmPhMYzFecy+TIwqvlzepgJcWxhlhxGhFPp7aRpQfANzZETvrna49zvjLwsnPWcwE/cX8fEUE1QFVPMe2bGdMLYm26WZ4aGAdtMotHpQgpahxoTaE96cF5S8qbNk0xDdUt7UwZciZqp8gpR9TwEsZdyPd/aZsptSgw9CLi0nYfokZmZm1qIiLeqMH9tkEFH1JIAjq0PSu+ZJnaPtY/tyinPT7epJNVkSA004QvVMyrPMUrG/heCwvn0XDOF1hp+7q/9r/ATP/vz+Hv/z7+D3/utX4epMWTyhRdIcWlLNHeDSQv6yZdtWmd3TfPt5jLpC9H3craT3J7rw7M03J8uDwr0y93QcVKOUXgZ+Vm4iujHNu1JDKPKaNyBHQso5xNEsHgQ9dzGcPcF4HF7LKd9aasyS0r/1h5OexLsoPWyI3Vn1TulOrMrfSNl1ckkHj3s0VHXdUVrjLa0gQFJamofWE8dsLNCsuqKuwjC1ErI9szakLvdmrBDbY3fGK+I6wGi4hx0Pc9jjbO8RZLuim4SWedcqO4j8b7J1LlWzMYJSNFYZxjgTBq98Gz+9DUxz9T2qIK8tywHHI5HObO6vbAn3JWea6ZARHj5tdfx6PErePnV13DvwUM5oLzH4ipSgDGEAYUm7CrPYSAbNFwvagcTYTMKgT8//z0yjJpSjbfPqCSQKpfqsql5PMKlxncKyFVPG20YbQozhmB0IEgGhT3G+yK5+DIFfSkccctMM5MayAvqGzai5Ahwt625NwpxpfFBbeus3HkyNUVjhkuY4+uZcBbUHnlP7UPjD0PI3hUjFTyHzXnDSIpHUc47S7RjrRghAXrltmnsNcZcGn0W76PR/mVMLOfgXZKuLccjjheXaO2FPeFp0nPNFCxRa/i5v/Y38BN/8efwj/4//yP+6T/+LQBwfa2lPMGaHbSudM2ManHyF8Xqd4ldJ5oZ7kIJ7msvT7pM0FmZUUUqOEtT4v26CE1SWdQo1qi+YUbRaHuc4GaIL//eGpDnaXw2u5OavntUxeV23s2K4j1jILnNo3ou6jDUE7abfQnD4aAWO9fG3b6QQR8uDI+MaJsZvK44qfRhMZe8vIHZRh+rftvGiya9N6JwHYN1QO1j++y68Sm9I9e6rhlTP6IS/6za2jCtzeTe1nvruhpQIqT482P01BIE0lwq7wXYISK89vY7ePn1N3Dv4cOnzPmLnT4bTIEIr7z+Bl5+9TU8/sbXce/BA9zc3GL1A062KXuTONDChEZP6IOhmlQBZwyWH1AlAoZpUBSROUOpZRm+HRlBWSg6mTMCHj3Si7osF8e6k9dB37MxhlKJxBDsmksViYoHQCYvs1TKCVQiMhPCcS7NPFiMeVo/3dXGc2q0eWW2eNfqYuXFOOgOZlp8rMrQZ8ksXSv962O97WMrN/3Q8lH1516W1KAyBmzmcGGBmzyymqv2xDPh7TJ2mYxPHk3fnl6GsLoHVDPg15YF9x+9hJdeew3HyxfnJjxN+kwwBUtEhJ/5q7+AH/3aT+GXf/H/jd/7xtfnD+pCWaFHFKpOPhtmHfQk+kXuwQKM0573/tLC7MOiHS1a2eVRjMWG8Mdzh5vsOAX8b7Oys5g/EgX9p6X2nCOaGaGbEW+jjzYATA2Uds8akziH7o1EZp2y+PNvajKp29CnTgQ7OtvGOq1XUU9sjyfNdft0aoS63yJ77vSukUYt4uYg9WSVp5Tf1Cai+xSSgtMcCWx+jWpSlOv9DvK54wbL7DaFp2r5ZP6M+e4xeu8DXXDBSJ9SshwAUHHY0LbU+sgcvn7wAJfX9/Fjf+nn8OUf//O4/+ilp23uFzp95pjC49dex0uvvIrf/o1fPa8q8PWXoWVVDQSgVaibAuuVnDcic812K7hu33NiksRtxs6iSJJCRts5Nk5t+xbBElLUy3TPvtdU/bppiCeVGpE/ShOrEXrMnp2xjArf6RjujGu4OSaiKHcSL5/V4xkYQ5by9uqHSiQrsTJ/f2wYw5hXSAphJPf3bJ7w0yPmO/XzwXvk+ekMfHpmuUesI//06c8gfWaGslMG5mVkxhDMU1ugfXp5fQ/3Hj7Ey6++jlfeeOup2/VFT58pplBS7+C+qupgL4bJwBAIYFJvmBHIDyI8fI5x+q8S/VFqqLhr9FSSHdR2CH3oVhWZS+HqR35M0Vu9gmm9CjHqPRaFPSIf2WXQmpVtA+MCQ/x2BFzL94U3oxlOhym+T1a5LdxOWWrYV/ls1BlQP3g7U6DpjnS6Ayvzp5UMtsnyMeRv3m9jaGvj53Fucg/myGzbGwqdzm3ITG7GTOJHA4E3u37zWDO6Sx+NGrhZ7CmdP2z1lcGzawBATJsK2pyezh/YWCWC7q9b3nZlZ9z1c2zTPhPK5RAu7z3AxdUVvvozP4vX330PL7/+xrScF2mePrNM4XA84vLyCqd1jUNCRsOYfx+mH7PEVLuDWBQxlesk5+F+nvj2EJffhpYJW4JJ6WMIC1GfqPWbKQ5oF6/P21ah2yQlPXdwysQIUiX3ytL8MzEZyy0uoDv1rZ4mnKgRBtXGXt99OsYwQ+BTQp0IrYEL5qGPs3prqNH5QICpHGQ+HFLPrJ6mQjMbm/RTbgewHcjkqeSdnsHSFuHvqZG2RuBZufn6wEhmarPhs6wzIjlZ7f4DPH7jTbz2zru4vL7Gi/T06TPJFIgIP/2X/0P80I/9BH717//ijm3BUGtMnj1dt03NBltYgbRZiU+A38D3nYUsB+rK+cZENb1zOV8hQUoD2Bakj1nj2ZgaIhEY+WInxYVapgo9tPkDIq78lqABrmiy8nvfRAL1YG+pi+c0PC1Y5njI+5G9L0dmPc0tEYpcA2fMVAnd06VPySAMjw6G5kUPa1lX0dUT4jjO3E2h3oMyyDkzGInfdNzSP7teVWfUX20RyaZ3kSZkv4RnCmMOoRpM/zp/m60pSeP5B6PK0+fAAID23nMVp10bGAIR0JaG93/0q3jt3ffw/o/+GF558y0cr66mffAizdNnlim8+sZbeOX1N/HPf+93cXF5hfV0wrqe8lMAgnCUxeiTUNkBcyF4oceEfg7oREXgjgB/o3JpxPBT18qE+jB8c2SNgfbaYhgJbtYoTBiCpc1B9WfqKARB++g8kB/UUih1pIzqPe9MLDc4cl7IiArTk4RMHKje3NY26gk8NUMZDZzZrhAqzFOVhGalb2xbWwNu/hzfC7VQDEuRLo2RIDF7AOHYIDepEdAjzIlJgmN/zNF6XkPlbrmyh/T3rp2TEDZMAbMxaXjw8st4+fU3cP+ll3H94IUb6rOmzyRTyOknf+4v44Mf+Sp+/f/39/C7X/8Nv14IOstna7Jr1PT15Dt4BfETN8wmdedeCIwzBdsRmqSJMc0Ic0Z/buSG7n6VDBMRDv17YnO5hGQOoSlx2TcwY3o9GIpdqBj9HMPboDqNKJuZQtL6PBVeL7aQbnBW22S/N0aivcyy/enu/tgl7srRugagko1RDctyQGth98heR9l9to7JloncaTROzzzV/pAQM1MTGvT/Mp+fKrEpL7PKdjs7nyUV4IOBEUzqNzIQBsAEXN67j/uPXsLh+OIQnU+TPtNMgYjw2ptv4dU33sQf/NN/gsPxAut6wqqHrRuQdoagk6dDg8cNC4XTJjBXoWZUboKFZh6fMYmzgXBMU+KbUDhhgtbHb5PF7XntqBBmRG5Ph7+fzyhFnVv6Qx3Ls4HSA90rpr2DtlU1TGRdd9huitqtXeK7O4nn9zmr0tilxTDWKvJm9k9LjSIOT55j09In133TXKpLNd7WJMbuNA4mHbl6lZRRzlWLu3XbzIMqnY3AYc/ekQGCVdG+jEzBJc/BAcLyNxZ5OBxxPF5IP79Iz5w+00whp5/82f8A733lR/Ab/+Dv4x//+q/o5GJnDJZETw5FsORisy9W/Y0OX/Saky9yIJiFfI8TzTbEaYKi7Vn/bgvV9iZ41MoRuQ2N2aiftuk8Q6hpV+1khGeS59OlLaMz+QyQCLRTtEvDdUXaaAQP561M+U7vIn0FTjrgYz9jxl7XufgHYwsCMSQGktlhrEBSYguGBqljP+tiT3qc/Q4VFbldaLeZJlWplOJ57L4Rd++SKO9KdVyfLaXQd3pqndhmWPvWJAVmWyfGzDIEEdsINdm09rQ77F+kmj4XTIGI8Npbb+PVN9/C7//e71Z0D0OT+UjBeJehenY9sESeV4mi94JI+3DfdLCRH08Zw9MssnMSRuQeTIHSmcTyfizojPj2Fro8t63FyBSM6E7rMxCubTupfIykySUt7+PE5Mg276U9I4YSOUkKqXYjsRwRJVm7c00CPE906fXTGuJlpxeMWG8ZKu/0jeRn4AXYZwzFJmZjy8kONqBoItK6JYmt5D1IcjvpqZmDAalP824SWF1y1PZlNW1RH3ELrp5awnbJpbGnq8KLVNPngink1NMkYg4zW+8rOncsWBRhUDbBQXTA+ovNmNWDaGQmkwskwKJAftpUpnZmWpwXMzt5tMVDRlQC9ka1nkK/biqPIHahq8/JCLOjuYmaAfm6qkYySZ7SCI6zFuAn4rXEVCMfX+xG7Prcw2ps/1SdtmmfMbVJHc8lVqnObQfA4XBIcZG6nv8tZx0wQ2wgwcn1dMChbkmn4vDDJqdLh1UCzUAGrk7a6XT/3HvmKZvPAYoYwST3DOVS/a3qx5KfSIjKEGyfh4Gy5mO7gV8AgMPxAheXly8ion7K9LljCq01LIcD1tNpKz4zi+jJVbAc1UD2/CgZYMIUyHXDKc9hto9Tt97jANT18AVVfRkjMPHaPinUJlpAEPlatlZU8xnuc2pH+gxVcRKVKsbWy/V3qY+9wbKAtzQiPEl6V7tPVgVRfdb14M4E9tVg+XO3rp7zplln8zUGFXVSNs08r19h7oiBMvDRUZoS880+8rtRebI8NkSYy/V4dWA/n54fTPKM9uS6PI3EWvPLqF/zGEKEWP/V1UguISzLguVwEO+qF+mZ0+eOKfzkX/p5vP3+B/jNf/QP8Y1f+2VH/aY3DjE0o0sui5iH6bZZdDops0g/plj3HCeiDSkzLUHJVocgGla/yhCypDC6MyLl+VRd5m0bz6Y49+y+SmRoAoJdRj0JPR1T2bOE1LQvRoOqJj8Zj+r4jaqs8WyIaRsQqJPjxtCWYKYuBelvCYvSACaQIfQuJ/6xqzzEeyw8zbTvXCzVcuwIA5dYgmg7DzL1ntYrTlyL+TnD4e4kUdpJ6cKkn55F/eN57DPh7LxBm3Vm9a91sfFdDgdvJwPJ5marQvYnvPbOu3j4+BW89NrruH7wEMvyuSNvfybpc9VrRIQ3330Pb7zzLv7Nv/wX+J2vH9DXjr6uvpiZ44jCrFfPbCAvfv+NOskdwT8FY7DntvdzFEpOa2qLyIMxJAQOTguMnBAjv81+1yoS9eERPe7UTcvrqF4ge8kQfbQ/E4xoWyUGkj8pE93zVsHAYEaLxznVxVg+gOm7SXwCOGwQRtRNPSZEOrXZ8uOhn4T7bGwNuRLsf1vkL3NsNrbbseA81rk/rBArbzrHzqdNn9bJaBnP3zGg4NAm6lvqWUBNGmsNaZJgnDVFDlpaFjx8/Aoev/4mru8/wPHiomwWfZGePn2umEJOf/5nfhavv/UOfutXfglf/5VfklhJOskMRdpiMx2HL2jN45yXjn1mVOsTltOxh8DTTU4i0LLIwjffe1L9s0s2GYulhVWuI9RO6mllTxfiNknFmFfegrfvqchIIpQVgVP0ueuYQvzf22cBrbOo8wIxelG8fXbbuHjBdo7HrS2zd3WFqilC2jNJobkkJGWKp5G5Q5uXmxDujkZia7CDXgoxd2ZwN1MbHQk2z23p8tAHXB4cn60qtQyVdupkzCweTxJPZXyCW6JQE1Z8vw8HcMvlUel79mbIFCe89u57ePDyY/zUX/0FvP7Oe3j8xps4HI4vXFI/ZfpcMgUiwlvvvY83330Pf/yH/wb/+Nd/1Q3Q+RlLMZljoe1JAHv66oz4yz1VdfjP9E5ZNKoPFQCa/LGzymKgdTT5wXv3ESR+xhIyoSptPEOc/Jm9/FzFVa/L+5jkHX01qmpMNRLhyXNLJv7rxoQ2FUdRPWXVytg2r+g41gNTkXYpceyyWU+AQDpUU8FDqAit+eERNxL6vXn4VJ49VQQqvKDer8w0wwBnvokJ75bthHy4PEgK4zuRr1wYhTVO412no86/1kRCeONNvPPlr+DN9780r9+L9NTpc8kUcvrxv/AzePzaa/jGr/0qvv4rvxQ7TDWJaBoEYmacPMcYMrq1f9n9KIxS2MKokoql1uysYUXXKmFkPSxQwO40USpjcmerfjijOgJEQJH22fV6/65UGCB2VGi2uO2dM4aQkY5lVFtVLTZmjDgd+lydE/L2nBPTS4Tcfpd5QXBGY/YC3oCBjHZjPNZ1OM1uhzGU2j4Lg2D7m1Dku+Q+s4Hs1C3qYF+k3/qsToXP5r5OjMCZ5fb9YAhxct31gwe4vn8fX/0LfwlvfvAlPHz5lfPteZGeKn2umQIR4e33PsDb732Af//Hf4zf+tVfURXJqg+I2E8Il9KNLn3Qb+8i4/wlE88NAdlKGmbgDeaiCDP0PQVSFQKbq0NbBDuyEL89qGAC0VF5yxC3p6dkCCWvqecRsCFKFO8wi31hfGrDtMf6Y2QMOfP0HufrnK55p3sbivpilDJyW5O0Ve0TMa6ztCWy5/t4asMapBtO16rNAXeP4WQOzJhVLV77bQc47P0OBpFUQ5iP51BJXF5d4/rBI7zx3gd458s/jOPFxfl2vUhPlT7XTCGnH//pn8FLj1/Bb//Gr+E3fukfBhH2tR9RLffSORQLwBfjqFrx35HRNL/wSBlkgskiNlpTVUgjo9giTF9gpPU1JjPUZ048rB139MPkrZFIeR2sDZzyNVXCpgXRLGu/qWNG9DwaZ0t9ZkQVifgkPYVvodtB57GB0VyIxfPodPskyoLubtb9MVqY9zkRuQQ7qif3HBT27hX9S2L8T5v2vM/2rofaSwYkz/+9FDYEzcP+9em+x0BCKqQGvPTa63j59ddxff8+DscXNoTvVfrCMIV33v8A77z/Ab71p3+K3/zlfySoDlVtYW6p4/GY+f6M+JQ0WzjD9dnit+s1H2UqWe+7rVm9cY4xaFgAQ+4bBDnk73dLm4Rxms0gbtd2F2Nozm9AiJv2DAwh5zBnRnsMITzMxnqV8tM4jEZcvXGnuibbJaRfO/oqLqoeftwkiWJcR5lTY51mDgozVZP1U5VOZvsX/E2UF4d+mdVnn9DP58A5Q3n91OsDHpsxBkYwISI5bvPBS49xvLzEcvjCkLLve/rC9eSf+8mfwv0HD/C73/hN/MYv/UOPV9O7xaoBjOjlxZmZgngVxWejpqjsPEKaMZZ8fSrWE8HdNFChrxGbxb2MsgieWV5C6E5B4vmxHpsFaffjSf+3kv30zg4xBlA2I2WDcKgp5j3JYLTCzMzewRtiFgQtxTYimjKWc948ltdIoMPukoIoqvRDRFi77GJubXEE6yPSKFA8kW7amxPmsX7nxkdfFlAzqLEo3a9s+llliaiT7Eav8/Zcblm1NoISV5Pm2umX3uX5vJnUJbpnE1pfpKdIXzim8M4HX8I7H3wJH3/8EX79l/4hwBJwSwhi3xDtPaNyaAFsM1FM4kL04+KUIew+Xx8okoO/owSI0mE4oq4YGUJabEa8BhVVrsKuqqDUSf6Rg7nuZoYw1J5UGhbKICNdOdayVK1UwDa6Sb4T1DygXGYdWzQfJ7u/pw4cCfCUEBcCFwidYHRSNrKBKKKi5vJT3zDgYd25eMjJC2el00G6lHIlj00obN58OZs26s3NnEjbKTlGdS/NGELYsuqrmTHY86Wvo5J4wRm+t+kLxxQs/ehPfA3/2//6/4J/+jv/GL/xS/+o3DPiPTspzRclM0BNAqHJneryKhmVfC1omu9roNhhTbqw7pregSiDGTgSHQh9lRby7zP6+tQHd+mG/Vk8K97kKVFllV6keaTVTZIMaKNiCIZ+Tp9MIjGMEhqo7OKeEh3MVSHleWN0LDuY7UQ8H9veQQs2BnGthDAO1m1dyhiqejHcMUOgzIy9zs9MRK3J7KFdPr10cK4/gDgxbSrl+cVQPzryt38Sw462TOaKzvnrhw/x4KWXX6iOvsfpC9ub737wJbz7wZfQ147f/JVfVpSFYTFuiaMTEABNDs3ECMhmKefRh0UviHJOpANJ5buqCqGkr5aHwQNDoPRKPJOf2E/nGIOF2IhfmRjcQXQcWNddv+SSzxBHaiIx2JeITnpXOzB5rqrL9gycs3t+rTC1+L1lejsSoDUvqf+qKjHEpsoY9iW5XB5zyIny3Qjx3YxhlLpq2+fvjJfru9E+77P83qgeAib9qOO4LLi8voer+/f9KNQX6XuTvrBMwdJXfuzP4b/6P/6f8c/+ye/iN3/llwBsxeaNSkn/tf/2kkkLc2Kv5TBp4C6qL55B6W1J6iIw8k5Qp6FU8xOU3V3SyCA885VnTaPBsJCFc3lqZbkn4qWb9uQUpJxN1TXHD0Ib+m48byCrgMb6EoWKZc/Ye3e7K/HqWXowSWHtW2qpLRtylbnAqkaazIEgqDvymUsuxnkj7+9FsjAVSt5D7qSQdPdKsuaMmiYDWTN1FUNtCdqfh+MRX/2Zn8XjN97Ej3ztp/HSq6/h6t7970nbXiRJX3imYBJDaw1f/7VfuVs7OQHuVZKoX+LnqBdGpuAB5PP7O4xhDFw3Q12eYyb4kbkDU9PUzGjgrpRwlmAmssBWBvnlSthHwpqkj45NpWrUnGDOY13P2QTqc1sm8rQqs1rvKvHIh6B17oxOfZLvrA+TmzQDdpTpXm+7LJEGfl9+kO/nkfw8FakWLGeTIEbaJBsHG5N8R4bAkzpv3sFWUmiHAz746p/D2z/0FbzzQz+Mey/OYP6epy88U7D0Qz/6VfzN/8P/Cb//P/9TfOPXflkuDtSyaOcHlVJOdgb0zCYRv2OJml2CVI8eCiBO5drCjHpJluNGqRniSj8mvMbdJsFBjJK4ntOIvOdpghfZ/gmGISgwooVmw/GMEgbo1bq1BuK5HWZUA8arlWF1dBDTfnyqgeGeTY7QjTRSGquq/kiIoNSLE3E1YDBTa+V2eNeer9zTtuLOtGEsMLxBfjTqmLLqq+x4nk2VMp/1jwjHy0tc3X+Al157HY9ffxPH44vNat+P9IIpaHrn/S/hnfe/hIu/e4Fv/PqvFMo5LF9H4jPGYMR95mlkRkB5fksIhMAFwrfPWj7FX9op7AQHlZ46mlRuM6qqjfhQS261nOsmT93libK1P0QBPFLtTJjT50SNXh4bx6QzixE3qehmnmO79ebc91uV01jfcyTVVB1OxKVjfTzC8JtjQW2JvZdHtfGjVOJ1TVC72J8Sp2CoNLEj3c5+zxIlILKtvaqSRtVnsndl4ZcN/ewwBNa5aGuGCDheXOLy+hoPXn6Mh49fwXI83lnnF+nZ0wumMKT3f+iH8Z//b/73+Je//8/wj3/9V2Uhh+Y06bd3wmW7OiMdmI6Y6JICNm3UG6Tq9BT61NbOouf7Wo51HUcdOyAMRvXtwa70cHZUolHQrF+1UgcEa0R0IJxniYoSJH/CUXytPzlHMya1k10ijEaIMTCGPYYwunNaLmLrpyB8Ia5FA9J7+01VRk22l6W5BNjXrvagyGJmzPXSiEAD4w/mkqvCTkSnfWaIe2jGXaka0CWLLLV6eyfv7u2nyNsa9npxxjMPl5f48z//V/DaO+/i5Vdfk0N0Pq0h7EU6m14whSHZzudf/vu/iN9WpgBsUWyoANJFTRu1jlz1b7bgNwwBRrqNYNo+AKPbQiw5CkGlXsGQop65CiM0G+oNE+2VwQzA9ZzaaI9J+PNcy8uSVVwmb6vfZOyQnVRO0k08C5lwlsBIx2Q2Lzc9WC+cYwpJ+oCNGWkARN5Kdpu2YJRwojLVKydVbphnhZ+N3++QEPZ+c5rrBj+MyI/v7TGE0dxUPmcMRKvLRDhcXOBHfupn8O5XfgQPHz9+4XH0fUwvmMJOeveDL+Nv/M2/hX/9B/9cJIYUr2WrE+ay1vbJblzIhDanrEpyIqefnRmNeZLpRFVCISNgQyaqMkqkmh7xd7RMecUYxHA63YQu7m3yCsYwEjB/URF1S/aNWdJ+5pHhpvpaORMEvpNlzh3ManjODGZEtpM8u3sL2Z6JJIWl98oZzaPpPDE45nTNm0hRVm7AU6h+No19mqcHScGGT5gB7ZbrEk0pdatu3Wyu27zPQIvAd/cePsT1gwdoLxjC9zW9YAo76e333sfb772PX/sHfx+//Ru/pqiF0xrfEkBjFZ0niNqQOwcavstjBsPnVp98Rn+u9DsTcph3D8fbRNAjJEPFwIV5cM3Q2z0nCE+16c1vUxBgEvfSjepngy73FBaWN7sUNr+9vR72ocwAz8cdGq/zyFCToTvvOzCmkCUodygwhqA3TEqcEt8yF4zsbgEJT67P2rIrIWQ1nWdsktk246zi0laU9w1UjfnP3pd1Qri8vsb1g/u4vi+hsl+k7296wRTuSG+/9z7++n/xN/Gv/8UfqI2hHtQTxFwXoC1kmBeJkm5dnQxOREjSHrGZ+dj33uPshenB5GT/wzZrxfty37yLlrYo8fJKF4Kbzk0r7Yy0T5yfzs+ft/23k9dInDhJTK5Lp4jSScP7+xXRf4ZnitZtJplgIGA6LxrJWdt9Xb0uo/1DxqYpc8j55WqQPz8zMqeRgdm9NoR/+Nztgg1hHu9HPlyu8/lPxHwSKeOO51U6kGlKvofleHGJi6vrF1FQ/4zSC6ZwR7IT3H7jH/0D/PZv/FoyHksqjMH/iYUUxC6onjEGeW5OcGb5dyUozTKaGHyzK2ZmDECI/F6mMhZTyQwrfl9VIw/s98NMdVNQZSVyRtBG0r0ndTix4cRk9Xe38mfS2vkmJGSd9fjbMcpEbF3XktHSwhmg9LVlZmUQJ8ZQ1ZDZXlXtCHk/hF23PDnAx7Zp+11wB0MI6Um/u5FLCtlnCGpzqE1/Ooag9e/MWCCuqBeXV7pR8UX6fqcXTOEpEhHhzXffw1/7L/5L/OG/+pf4nd/8tRId04lXUhNsXDh9tVaZOy/6kAyQiEOO0opCOc+5XGZVhpOcXqNn+l83AossNGBGWjJdF0J899Gl9py3N/cHYPyttGGPIXgZzhClBGcMCJpFk7Eo3ycEdNanpuqzskbUK1KXbiiUiy7VMeCReLcqqfOk+6m8a5wxAsHWJvmWtk7GdYc5SG7Wt9r2JOHld/dUQrPnNmqmxBTMO45AWJYDXnv7Xbz65ts4Xl7d0Rkv0vcivWAKT5neevc9vPXue/itX/0l/N43frMYyTaMQdO5JT1TCQBwQpc3ci2LqnkodNQjoZstSCNQsE8NqZzDBgijQCGonk+pFzb7DTJizQxsJArOBieIeeyl3JfnPJ1QggBKCYUop5xH5pCltFnexaRBJi3Y80bM4ITf3muDmq8zA6uc8nc4HLAsXqOpdJf74GkTl885QwgYMrMu3F1AzpXBmzkLzCSFnewSM+hpjlXJQhkwActhwetvv4s33n0fF5eXz1b3F+lTpRdM4SmTLdzX33oH/9F/9p/7kZ7/7o/+CL/zm7/m0TozUTPkPeUOflPzJiFWI2IGgDVFV80ozUI03IXQYmVXQq/6IwB9XPmaX0WhVH5juvLnuvd4vBBDNVybL//IA0pfDsg0pCvNeFSjIbqeh/wIwRj8+U05M5VOJn69XDd3YfSuPUQA9zJWYE5hzpXbtBbhsp9GMhh6z9k5z6ZatjS4ASbeAQA21RuV65yYwVR9tfP7XKpSQarO+ByAtix48OglPHjpZbz5/gd4/d33cPFCUvgzSS+YwjOmN995F2++867//t2v/zr+yW/9BtbTSWlTJtKo1AmJ1CSm0Ja2IVL6FJiD+Ev00Hgux+05yxCswN79d5Y4ymlgjopDpBcVVATRK6j/UybbKNaatD2T6plqIn8vhEgyE3VDIqpS162fkqnVrHytzFmVldeZJCKuSAK1Hz0eVfIgymqmvq5gIiyAGkyVvfYOPmtA3TLLZ8L7yV4RL7VA6OMktbrb3zMyhKdhDCM4kNoN7KwtePm11/Dy62/g7S9/Ba+9/c7TtvhF+i7TC6bwjGkU9V95/U38lb/+n+GP//Df4He+LszB/ckBQYeJaFXFhn5jLqaGsFMaQdhZeImW5+uZDvgXf6UaMTuze3lEZong6qs9+e9vl/B5YuAG0UTIjZgbs8sG18wYZpvi7M9sJqK2y+2tP0fJxmrhKioGuMnviIEk47Qtuwa3szhXBQhomSYR7KlaLHVzU03XqvF5UBWiziBrP02GIFR8Ublz9cnMIEtYd0kEWUq2eFapyMIgZ8nG63A84tV33sX9h4/wla/9FF565TVc33/wdPaVF+l7kl4whe8yvf7W2/gbf/Nv4Z984+v4J9/4LZz4NlCnoXLeEje3C9j1QtznmoRzi7JiYucqyJRwtHZ0ZpB5z2gdqm3BVAvByhrp27qKQ8oIIj6v74DaNRNqow5/ZuitKrKRQM36thLOsbMqwbONVFsGNBww7xJCMF+T3hhw+4wBgdFhIJenv6YC17YPKoM07yQB+Ul6nM6L+u1OJJ/+Zs8/DWOw+yNTeJryDxcXeP9HvopX33obP/VXfwEPXn68H6zwRfq+pBdM4btMtoAfv/oa/vJf++tTiQEYiQEGVAqMMJeZsOeBF2TbiMNkgboxNb3RxY/EQ1l34xRcYF14SjFg0ooLCROVjDEO5k07/QmOZ6z91lbTx+/1V2YEhSkkhmpM2Aln6aGh885JNb2DE2rP6g5pgtgSmnFGL6RKWedSloK8rV7fMUD4Xh65QXqh8Oe4bn1fgUcm3gYIZCxHhnAXA8h51vfHukLGLJ9rHTUFQ2wJr7z5Fl59+x0cLy5fSAg/gPSCKXyP0utvvY3/9X/1v8PvfePr+L1//Fu4vblRffk+6ioum/maLmouLoxKyMmeD93RBiVvFqv+0zsYjEYNyhW8cpkI2qdnU4zAaSHbswk9GzHPBlgnDqmMQhhpG7p65sU0JlF/CbNqqe3uhZTa5R3Bc/Rr5ftu9IEhrX04E4HaVhI5wxhGj7H0EkQFpLyFUqTcSXvjR99em+RdCPQ5ZoiwJeR8n8VWoBnlj83Yj89nryNjCm++/wHeeP8DXFxdvWAKP4D0gil8j5JN3pdffQ0//x//pzjd3oKI8K0//VP8k6//Bm5vb6bEe3ZtJCChk5+XOeq9DW06oVdmQK7rzUqFhE1n6gdmDbtM9c0pDBzecwaV0H1C+q01ifzamofunrVnIyFsS4Pp1jNTzC6q/tiZ+jIzWh6DXL6phiielyFJ9oCBgLnH2ERKjD5q9TWu42P5ILWjjIE9b9KB91HqS5cGJuM7kUvushn8/9u79l+7jqv8zd7n3HvOPffp+/T19ZPESUPUFsIzogJRAQqQqipSGlAAISpUhASoEkLwZwSktAJEoYUKURBUqKI/FFX0h1YVBIEgKXYS50HcxLFj1871fZ2zhx/2rJm1Zmafc5zY19f2+iR737337Nkzc85Za31rrZnh4yX64wV8ZowtV1CsvJWKAQDKVgutVnuIIlXcSqhSuMlYXjuMxz72hD8/d/YMzp15Hnt7u2JuQ26+QSo86mM9k7lCUbkVPDNzoKSgZ8seeIEWdvEia7Su313PWM+8Hf4++40KrwCkLzzXD64QqIxfDtwYUBZQ8HzkFYIUOnWvKlt5C5sL0UQpyC4k/R1Yn1Aq20GfnVufidYwsrSkbUOguEmohT6MMfO66XnLRTpnQdFYMQqQsCTjnx6JJpdR/bxkSU3EIok5RAoBxqDVnkBrYkIVwm2CKoWbDO56AIDZhQU88uiHcPHCm3j+P5/F3u4eCre0ROyDTydtScvLp6aiTn0Mk6XALLFgNQdJ4HLqwX+QXDjT68YRDRlL0Lu82BjkBwfBTxJiCb5epMJpJFPIvIszhtgtFtamyrSX3fAKNPdOd9NaK3Zuy7E8/g7ODoO7pcLAkvuqHgvuchTZYuI/3q58dlFgZu5erFR5YDgap3hsEvbGNGxwNcrvq987PKo7UQxBI9TKtXDfbVUKtwWqFG4xFpdX8DMfewIvv3AGZ5/7b+xsbwMoYYycfBYrBgBeqHmrlNiFrY8DwwPK3BqWLgR2w5et2MJ+3C0S/wwNjydkf6N85aK8QBHtc+33mVmGCY7YPcKezQnnWPiSG8WPobW8a2RMN2clhRcCqBlas0JgSiPuCxPAvK2xy7CqQkwHpZzxnLwwaluoPrbQo6P/P3Pd2ux+CDkkLIF95GTxy/fDXW1WDIEt+Je4+FWJ3Cq1iv2BKoVbDBIGs3PzeOTRH8OlCxfwwnP/I2IMFORMhJwXpE7YQYh2gAlXXj62jhEJLYnwIxYWaq5sVqJGbAPBUpdgtRt4AUDv9v5lxmI4m4nRxEZy13kdMVNI0lkBv6UkCTsaG6Cel5BTXhWbde47RYUMEmHNWuf6XaHW/ZwtpAMu2AFJZOE6SgUvvAspuNOCMkiGa2wkZkfy/tAL4f7j/6hNxi2dXhQoywIF22VQsb9QpbBPWFxZxeNPPoVXX3wBr730InZ3d6Qwyvigg/VvhXVaCxISsvGvmuz2jBAiptGU3YIxrOgbQKocqM3EPozcslS4FdzEOu91HgOjhEiGKeQVWLB++TYww2oXsRJeiX+vTWNBgHftVNUAFhZlARhTBpaYbVn03WDnOeVjM8/ZG/ywRzEJXo6zmKCP2PtJIVXyky3KAkWrQNluo2ypaLpd0JHfJxhHi6fn5vGBH/5RbF+/DlMYbF+/jnNnvo293V0AQUjxI/3KjLc4mZ/ZcllYX4+80I3tIXrv3S7sPheWopZI6EjBFdba8RapECaMsbhoLrd2YxdRLBRzk9REn6I+2vied3cEutBUp+XPZepugqUPhI+TJ3xGVFQUBXPjBdcTD5pn3sBflr47Oga2UD8rvhcRaxqrb+5pPgM/fZ9srYwhBLcR9dqiXjBwae0IDq2uodXWIPPthCqFfcbi8goef/IpkM36xmuv4vOffhp7u7vix9MYY8hmgAQh75lCJkZgENxZ4coNiQXfjtwd4yVvqDkNDNMh9b+TQIkVAXfBDBcWYwiSqMuxQkh5VxDk4woqMTnL/U3zH4qyEBP1jKVlLtyzjDHFLjcxsS3jhiLFGvfL18uON4qgEPLPxwohF0wm9kXnPBlgYmISpx78XiwePoJOt/uu2qi4OVClsM+gNEzC1MwMHvrgI9jafAcAsL21hZfP/i92trfFj8Z7IqIfOw9gktgw3Ipj5eh5C6lcLCvM//axDnBhGQsbV7+VV7wgyDAFGTcNQi5hN5lspXHdGE3IPc9jMHG2jTFMzRleGolgzjErG5Uld1GcvmtlYR/XCKzDACZk+YT4gK+UjTfLBrLNiiIdk+EK18c4XGCG6XMxHMMUQsxOOlNTOPG+hzE7v4CN+05jZn4BrfbEkHYobjWMfa+/MsV7grXWb90IAG995zz+6tN/hMsX3wKQiTVkrFXa2xioBbjJlDPGoCyKegE3UHmZpRQEdC0eiqJgQXB2I+lEiHWQ+jCmXk+oSSn4eRoomPXJhQZLQ62cEIxdV4n7KLAU2Z/4GLc/XKD+8ncIAc6fb1IKlrVXuMMMirL0K6pSWc8sMu+jsaL6EwFvSUDz6zY6jqMQfO/k/ex5/blWlUwVHgzc9eizkgwh1GQBLK6t4alP/SGW1zdA6dw6ae32QpnCbYYxRgTVpqan8eD7P4hLF97Ey2fPYHdnWz5AvyoRkHaXyJpjPm16h//x1gXBTVNuVYbbJlh3VDSX5M+rY64N4c/OlBf+ffdsjo1wPzbvzzCkrpPGgokCiRfG4/Ed8V4rx3lsIcbGxMSfk28vu2blmk7Sf4/EXA9KPj/2TUpglGnovzfi2fD9yT3PWpLcm+xO4cT7HsLi6mFMTc9oYPkAQZnCAUNtcfVx8Y038PlnnsalC28CyDAGBz4zWgguG36KZJkWhpgCrye1KnldtC9uJuScaY8NM58blALFHep6A2ORtQcBLQKlI76qTauFpowB0blNZpsTaMZ1Mr5VJtuIv6+JKfitVdN5C76yzGccox4bwG3wQAVZXYEB8jHIKwVyNzUrNv+UCeXp8/FH1xd/7t9nkyFfXl/HL33qD7C4ehhlq6XM4ABB1fMBgzEGrVYbU9PTOP3w+3HtymXAGOzt7OCVF1/AzvaWKJsGnZutQ0qxLMhf7Q9ycbU4LTYntvOgOishNGV7uZs8EtaZ94i4B3nQcmzFK0OEzJh4LKIYBYzxgWDe1ji2YG28oi1ro1O+cSxCBHZtYHG5uEUCuux1XFO5aNwiF1JT8Zhs+vkEw5SuEeRyxPeM2hTOO90pHDv9INpuS83ZhUVM9WbQareb36m4LVCmcEBhra13c3Mfz5VLF/G5Z57GhfOvA0iZw7Bj/K9ArRiCkODZ+LF1DHABGCNmCoDzkVcp8+CQsYq07xbSVSLeyZqUa8coZsGD4tb5wQeDgbDaY4s+Poe1WeUU3u9YDu3hjMLXwycrZn9+PmDd0H4Xr/F9JL994kYSrcpcN0PK86eQKCh+JGYwiBkD+wxXjx7HL/7u72N+adl3sXSL3ikOFpQpHFAYY4QV1e31cN+DD2FpZRUA0N/bw2vnXsL21vXsD4tbpHTu/zb1VgpNVl94Vk5EioVsGvh0ZWwVdnNDUAokdEdlEQ1TCsQ2hrmS+P2GuLicTzGkHQQ/Y9kUbkHBgJzbijtxanZixXgPGwMRXRnCJnJKQDCV5FHWZ27283bGMElR8S4RO2LXO70e1r/n/vo7bC3ml1fR7U2jPaGZRQcdyhTuEFhr0d/b8z/Iq1cu468/88c4/+orIpslTnXMMgc6t7VwrNzezdwqDpZxENJAEIYmsjJt7WQG36w+ri8fYyCfEMCtWeuFXqa8pzi5kTLiRmbXA+FHsWTdDirRvhy7CRlTBmVDHIfa7+MhzqKnDLGikNlHOTi+FTXZpoX49VhQj3D1hSHMszEAYo5Gk5uyiSkcPnkKH//t38P0/HxdlynQaiszuBOgTOEOgTFGWFndXg8n738AM3PzKIoCg34f5199BVvXN315DmGdkmDNyA3+Y6egsBQyYgcGX5YzhdhKbXJr5K1lphCahBt/RtyWCsHI/xA1KrV0eU1N7ItiA2mrMm0Lbiy+z3L9GbBssZxHx8p3ZG03yxlByEYaRym4x0MduXfI4cwqBvrX6U1j9fgJFGUL1losrh1Gp9fDxGRnZDsUBwvKFO5QWGvrRfWcm2bznWv4mz99Bv937iUASK1YhzitkrzXht2PfeghM4eEWb2Mj1cTTiFYzhQsRD1NO6nlXFxCySC1mgHJVKIeirMCfAxY/WTJ92UsYZwceYrL0HwPwcbIn05ZQX4fhgLGFI418ewj33v2f0BTXCV3n/cjVr5NSMdc9jMJoGeO1lps3HcaH/3N30F3Zqburil0T4Q7FMoU7lAYYzAxMenPq6rC8VP3ozs1BcCgGgzwxuuvYWtzUzwjhIWPGdRit2gQ0OEYnhWhactiAJYsVhlEbo4PNFufTUoh2VkOBjnZQySBl/XvoXYPYQpNfv/aEud5+tH+DX4ciD1RSIGND/XLRgor7cZQxZAT6pLtjZ4FnhuDXIYUr7c7PYPVY8dhinrxvpWNo+j0pjHZ0SUq7nQoU7hLYK3F3m7Y3W37+ia++Nk/wctnzwBIs5LAArkkpUpj0LSMNz1DR84s6PmqGnjmYlD70TnjGPZV44HonGLg5WACT6BZFDKWwspnGEUdQ6jbOujv1at1RkyhFU2mIoUn2sIUA1971gA+TgNfrxsHiicYPsbhsxk2Rk1MIL6Xuz+q/lEutPjesQcewkd+47cw2Z2qy5YF2hOTygzuAihTuEtgjMHE5KQ43zhxCkXZ8kLqwvnXcd2tsQRIQWAAWLJ2G4UHKxv7oa2FrWq3SQhQNjOPHHIKgRd3sXEY7283/no0GvHrqYnMgnf9aWgOjUPae5AXzQff+V1jQl4THxvD5mRY1zRLf9AV36/hyI1lTqiP89y4z3enZ7C8cdQbDavHT6LTm8ZER2MGdxuUKdylsNZid2cHVTUAAOxu7+Dv//LP8OK3n/M/fr42kQHQKguUI5hCYAhMkNhauFaDAaqq8tlGRVGg1Rq9g1aTnzoHz3jCBQDw2zdSZhXPnOFuHpo/Yas6bXbAMrqo/jimQmMFWZ2T6jQPAWxsaMlzKgOWcZSJWXA3W3yhAcNiCKLqhpgArye+nvvsTz38Afzcr3/SB46LskB7sqPM4C6EMoW7FMYYTDIrrmy1sH7sOAaDAcgCp4Doxe+cx+a1q/5aM6z401rKNLLhPBFWDc/HNUcK4UZsFbLO8+IpxE3cmT9G+T2NNeTqzJ8HASxjN6F/PKM23BS9GS9zaIRSaAwQ1ydJXXSvNzuLpcMbibBfO34S3elptFkcS3F3QpnCPYKaOWw7pUAXgX5/D//4uc/iuf/4d5YVk4tBIAgT7kcBYG0FC5frX1UoiwKlWw201QrLhDcphZyAG+bfjq8n//z1UL8/VpQd5LKO9vriXUVReqYQtzEdB8kU8lFiqWpEdlOOMdj6j0BGokq5cMd4sYChaj569oFHfgg/+6ufSBaoK8oWJjrKDO4FKFO4R1AzhzQzpN/vY23jKDavXYMpmEKwFm9fvIDNq1flAxnFUBMF7l/nxYMFLud45f3hTZkwTYHTzAvdi+TcgNDazElivuf6MAQ28Ix43oFYWJYnGsXvJIXAtjSzUUzFNUY0fRSrskn760ZMz81hYWU1acfK0WPo6qql9zSUKdzjsNZiZ3sbg/6euF5VFf75b7+A//rWN9KHKpbiaVhsws1RKMsCpZu5W5Z1Rj8AH2wlpdAUSxjnKxkzmbASbDqLm8cU7IDeQfMU+sH/D/gN43PpuewC+WFAewuEe5G7CCwDyh8yLKy+4AV05WI1UgdHviaWsdUwSLmLAICHH/0QfurJX4aJGFGr3cJEp6uM4B6GmgP3OIwxbvtDySKqaoCV9SM4euo+cd3C4spbb+Gd716BmwQgYhGG0n5c2iUpAG6QUmZR+Hv8wCm1mWdJNQkwWYe04JOy4IZ8PQ+BeXNCIepkzi3D4ihBKRhYpwyNlcohCe5yAU/j4ZvuqUTSx2FjNT2/UC9CF43R8pENTM3OZlZ/VdzrUKagyKJmEFvo70oGYWHx1X/4Iv7tX7/mXSUkmIyphX9RliiZ5c4tcaqFH2+EKcQsoIkpZHPsWUCcWA1fiZbqi2eDR0lMsl47CPWS4mF9EMxlnKwizmoA1AvYNgefRewhUlTGGPzAT/40fuIXPp4ohXZ7AhNdZQSKFMoUFFnUDGIqJhCw1mJpbR1HTp4EGfyUhXTtytt45+qVuhyCG8U6QclqEX/X1vBophAzBH49bmMMoRiQ+to544hZCCcIJNpDGRMmHVgI4S2DvLWlP2xCGBuNoBQC3RqqGGbmFzCzcMifG9fgxfUj6M3Nq/BXjA1lCoobgrUWO1tb2N3dSaz/r3/ln/DNr35FZAHRM2TJ0jPGyIAqlRMuFKQCPz4n9wdnCmLGM/e7W5r4FhRQlWEKdEwYA2cgnhHUWUzw+xOzfQ4QBL+f98DnKVgr+44wpEFB1lGJYUoSAH7kscfx6M9/NCkzMdnBpDICxQ1AmYLihmCMQWdqCp2pKXHdWoul1cNYP3aiFsosiOAVQn2CzWvXcPXy2/Sk+18qhHGDzXFMwQJsxrNoIXsPyPGflorqy6Xmev8/j/tGcQfOfkR/2DOUxkpKij3ulcLs4hJ6M3O+vrhdVHbx8Dpm5hdU+CveM5QpKG4KKAaxs73dVMJLvGe//jX8y5f+DrAUgGbWO99zGGFiGj8HJEOIjwYxo0hjCpbtd5DL86d/tAtd/H7v7nLzHeDrY/1A2Ps5jVMYnz1E48fbQc99+Imn8H0//mHeC/e87N1kN1XUCsW7gTIFxU0BxSA63dGC6dDKKtaOHHU5PpRTw4UpAGuxvXUdV9++5AOoVDaXfeQt/CxLAKRiGD2hK+syyvc81A0DGNanDOux1sIUBeYWl9Dp9RiBskk5AFhYXcPs4tKQ9ysUNxfKFBT7jp2tLWyxhfmAJLEHAPD8s9/Cl7/wFxj0+/5akn0UxxQipsDnCyTuHK6EIIV3q9WCMQatsgVas4hayuMAVTUI9bDYSb0Ka+VnToe5GgZlq43HfuUTOP39Pzh8AAB0p6f9SqQKxX5AmYJi3zHZ7WKyO3rd/UMra1hZ3whKgWX/+GByEYK3tVJw08WcuS5c/jkff1Wh39/Ddy9dBADMHVpC2W6hLEqYokCrLN0bnZJxy1pQbKIOLDO3l6s3KIUK1laQSqGFhZU1zC+tvNshVChuGZQpKA4sdra3sHn1qkjFNJm/+KX0/pCvt1Maly+8gS/9+WcAA3zk1z6JheVVn9bfNLfAxn/Z9G79y8pnDfVm5zChG9IoDiCUKSgOLCY73X3ZyWvQ30NRloAxmDu0hEMrq7f8nQrFQYUyBYVCoVB46MInCoVCofBQpaBQKBQKD1UKCoVCofBQpaBQKBQKD1UKCoVCofBQpaBQKBQKD1UKCoVCofBQpaBQKBQKD1UKCoVCofD4fxAUFVmYpcCIAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#class untuk menghilangkan latar belakang\n", "change_background_mp = mp.solutions.selfie_segmentation\n", "change_bg_segment = change_background_mp.SelfieSegmentation()\n", "\n", "def makeCircle(img,circle_y,circle_x,radius):\n", " image_height, image_width, _ = img.shape\n", " y = int(circle_y * image_height)\n", " x = int(circle_x * image_width)\n", " circle_coordinates = (x,y)\n", " color = (255, 0, 0)\n", " thickness = 2\n", " return cv2.circle(img,circle_coordinates,radius,color,thickness)\n", "\n", "with mp_hands.Hands(\n", " static_image_mode=True,\n", " max_num_hands=1,\n", " min_detection_confidence=0.5) as hands: \n", " image = sample_img\n", " sample_img = sample_img\n", " image = cv2.cvtColor(sample_img, cv2.COLOR_BGR2RGB)\n", " image = change_bg_segment.process(image)\n", " image = image.segmentation_mask > 0.9\n", " image = np.dstack((image,image,image))\n", " image = np.where(image, sample_img, 255) \n", " image = cv2.resize(image, (350,450), interpolation = cv2.INTER_AREA)\n", " shape = image.shape \n", " results = hands.process(cv2.cvtColor(image, cv2.COLOR_BGR2RGB))\n", " image_height, image_width, _ = image.shape\n", " \n", " \n", " result=None\n", " for hand_landmarks in results.multi_hand_landmarks:\n", " annotated_image = image.copy()\n", " palm_center_y = (hand_landmarks.landmark[mp_hands.HandLandmark.THUMB_CMC].y +\n", " hand_landmarks.landmark[mp_hands.HandLandmark.PINKY_MCP].y)/2.1\n", " palm_center_x = (hand_landmarks.landmark[mp_hands.HandLandmark.THUMB_CMC].x +\n", " hand_landmarks.landmark[mp_hands.HandLandmark.PINKY_MCP].x)/2.1\n", " myradius = int(image_height/4.9) \n", " #annotated_image = makeCircle(annotated_image,palm_center_y,palm_center_x,myradius)\n", " y = int(palm_center_y * image_height)\n", " x = int(palm_center_x * image_width)\n", " circle_coordinates = (x,y)\n", " mask = np.zeros(image.shape, dtype=np.uint8)\n", " cv2.circle(mask, circle_coordinates, myradius, (255,255,255), -1)\n", " ROI = cv2.bitwise_and(image, mask)\n", " mask = cv2.cvtColor(mask, cv2.COLOR_BGR2GRAY)\n", " x,y,w,h = cv2.boundingRect(mask)\n", " result = ROI[y:y+h,x:x+w]\n", " mask = mask[y:y+h,x:x+w]\n", " result[mask==0] = (255,255,255)\n", " \n", " plt.figure(figsize = [5, 5])\n", " plt.title(\"Sample Image\");plt.axis('off');plt.imshow(cv2.flip(annotated_image,1)[:,:,::-1]);plt.show()\n", " \n", " plt.title(\"result\");plt.axis('off');plt.imshow(cv2.flip(result,1)[:,:,::-1]);plt.show()\n", " cv2.imwrite(\"testing/croped1.png\", result)\n", " \n", "# cv2.imshow(\"cropped\",result)\n", "# cv2.waitKey(0)" ] }, { "cell_type": "markdown", "id": "326671ed", "metadata": {}, "source": [ "### Mengubah crop image menjadi hitam putih" ] }, { "cell_type": "code", "execution_count": 196, "id": "2ae79a86", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import cv2\n", "image = cv2.imread(\"testing/croped1.png\")\n", "width = 450\n", "height = 450\n", "dim = (width, height)\n", "image = cv2.resize(image, dim, interpolation = cv2.INTER_AREA)\n", "# cv2.imshow(\"palm\",image) #to view the palm in python\n", "cv2.waitKey(0)\n", "gray = cv2.cvtColor(image,cv2.COLOR_BGR2GRAY)\n", "edges = cv2.Canny(gray,30,45,apertureSize = 3)\n", "# cv2.imshow(\"edges in palm\",edges)\n", "# cv2.waitKey(0)\n", "edges = cv2.bitwise_not(edges)\n", "# cv2.imshow(\"edges in palm\",edges)\n", "cv2.imwrite(\"testing/croped11.png\", edges)\n", "cv2.waitKey(0)\n", "plt.figure(figsize = [5, 5])\n", "plt.title(\"result\");plt.axis('off');plt.imshow(cv2.flip(edges,1)[:,:],cmap='gray');plt.show()" ] }, { "cell_type": "code", "execution_count": 197, "id": "3f40531e", "metadata": {}, "outputs": [ { "ename": "error", "evalue": "OpenCV(4.6.0) D:\\a\\opencv-python\\opencv-python\\opencv\\modules\\imgproc\\src\\resize.cpp:4052: error: (-215:Assertion failed) !ssize.empty() in function 'cv::resize'\n", "output_type": "error", "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[1;31merror\u001b[0m Traceback (most recent call last)", "Cell \u001b[1;32mIn [197], line 11\u001b[0m\n\u001b[0;32m 9\u001b[0m \u001b[38;5;66;03m# target_img_path = IMG_DIR + TARGET_FILE\u001b[39;00m\n\u001b[0;32m 10\u001b[0m target_img \u001b[38;5;241m=\u001b[39m cv2\u001b[38;5;241m.\u001b[39mimread(TARGET_FILE)\n\u001b[1;32m---> 11\u001b[0m target_img \u001b[38;5;241m=\u001b[39m cv2\u001b[38;5;241m.\u001b[39mresize(target_img, IMG_SIZE)\n\u001b[0;32m 12\u001b[0m target_hist \u001b[38;5;241m=\u001b[39m cv2\u001b[38;5;241m.\u001b[39mcalcHist([target_img], [\u001b[38;5;241m0\u001b[39m], \u001b[38;5;28;01mNone\u001b[39;00m, [\u001b[38;5;241m256\u001b[39m], [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m256\u001b[39m])\n\u001b[0;32m 14\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mTARGET_FILE: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m'\u001b[39m \u001b[38;5;241m%\u001b[39m (TARGET_FILE))\n", "\u001b[1;31merror\u001b[0m: OpenCV(4.6.0) D:\\a\\opencv-python\\opencv-python\\opencv\\modules\\imgproc\\src\\resize.cpp:4052: error: (-215:Assertion failed) !ssize.empty() in function 'cv::resize'\n" ] } ], "source": [ "import cv2\n", "import os\n", "import json\n", "\n", "TARGET_FILE = 'hehe.png'\n", "IMG_DIR = 'images/'\n", "IMG_SIZE = (450, 450)\n", "\n", "# target_img_path = IMG_DIR + TARGET_FILE\n", "target_img = cv2.imread(TARGET_FILE)\n", "target_img = cv2.resize(target_img, IMG_SIZE)\n", "target_hist = cv2.calcHist([target_img], [0], None, [256], [0, 256])\n", "\n", "print('TARGET_FILE: %s' % (TARGET_FILE))\n", "\n", "bf = cv2.BFMatcher(cv2.NORM_HAMMING)\n", "# detector = cv2.ORB_create()\n", "detector = cv2.AKAZE_create()\n", "(target_kp, target_des) = detector.detectAndCompute(target_img, None)\n", "\n", "# print('TARGET_FILE: %s' % (TARGET_FILE))\n", "hasil_ramalan = None\n", "\n", "datas = None\n", "\n", "with open('dataset.json') as f:\n", " datas = json.load(f)\n", "\n", "pilihan = 2000\n", "image_ramalan = None\n", "files = os.listdir(IMG_DIR)\n", "for file in files:\n", "# if file == '.DS_Store' or file == TARGET_FILE:\n", "# continue\n", " \n", " comparing_img_path = IMG_DIR + file\n", " try:\n", " comparing_img = cv2.imread(comparing_img_path, cv2.IMREAD_GRAYSCALE)\n", " comparing_img = cv2.resize(comparing_img, IMG_SIZE)\n", " (comparing_kp, comparing_des) = detector.detectAndCompute(comparing_img, None)\n", " matches = bf.match(target_des, comparing_des)\n", " dist = [m.distance for m in matches]\n", " ret = sum(dist) / len(dist)\n", " except cv2.error:\n", " ret = 100000\n", "\n", " print(file, ret)\n", " if(ret < pilihan):\n", " pilihan =ret\n", " image_ramalan = file\n", " \n", "print(pilihan)\n", "print(image_ramalan)\n", "theindex = None\n", "for index,data in enumerate(datas):\n", " if(data[\"id\"] == image_ramalan):\n", " theindex= index\n", " \n", "hasil_ramalan = datas[theindex]['datanya']\n", "print(hasil_ramalan)" ] }, { "cell_type": "code", "execution_count": null, "id": "3164f256", "metadata": {}, "outputs": [], "source": [ "# def makeCircle(img,circle_y,circle_x,radius):\n", "# image_height, image_width, _ = img.shape\n", "# y = int(circle_y * image_height)\n", "# x = int(circle_x * image_width)\n", "# circle_coordinates = (x,y)\n", "# color = (255, 0, 0)\n", "# thickness = 2\n", "# return cv2.circle(img,circle_coordinates,radius,color,thickness)\n", "\n", "# # For static images:\n", "# IMAGE_FILES = [\n", "# 'aran.jpg',\n", "# ]\n", "\n", "# change_background_mp = mp.solutions.selfie_segmentation\n", "\n", "# change_bg_segment = change_background_mp.SelfieSegmentation()\n", "\n", "\n", "# with mp_hands.Hands(\n", "# static_image_mode=True,\n", "# max_num_hands=2,\n", "# min_detection_confidence=0.5) as hands:\n", "# for idx, file in enumerate(IMAGE_FILES):\n", "# # Read an image, flip it around y-axis for correct handedness output (see\n", "# # above).\n", "# image = cv2.flip(cv2.imread(file), 1)\n", "# sample_img = cv2.flip(cv2.imread(file), 1)\n", "# width = 350\n", "# height = 450\n", "# dim = (width, height)\n", "# # image = cv2.cvtColor(sample_img, cv2.COLOR_BGR2RGB)\n", "# # image = change_bg_segment.process(image)\n", "# # plt.figure(figsize=[22,22])\n", "# # image = image.segmentation_mask > 0.9\n", "# # image = np.dstack((image,image,image))\n", "# # image = np.where(image, sample_img, 255) \n", "# # image = utils.remove_bground(image)\n", "\n", "\n", "# # # resize image's height 600 fixing the ratio\n", "# # image = utils.ResizeWithAspectRatio(image,height=600)\n", "# # image = image.resize((200,400))\n", "# shape = image.shape\n", "# # image = cv2.resize(image, dim, interpolation = cv2.INTER_AREA)\n", "\n", "# # Convert the BGR image to RGB before processing.\n", "# results = hands.process(cv2.cvtColor(image, cv2.COLOR_BGR2RGB))\n", "\n", "# # print(\"results:\",results)\n", "# # Print handedness and draw hand landmarks on the image.\n", "# # print('Handedness:', results.multi_handedness)\n", "# if not results.multi_hand_landmarks:\n", "# continue\n", "# image_height, image_width, _ = image.shape\n", "# annotated_image = image.copy()\n", "# circle_coordinates = None\n", "# for hand_landmarks in results.multi_hand_landmarks:\n", "# # print('hand_landmarks:', hand_landmarks)\n", "# # print(\n", "# # f'Index finger tip coordinates: (',\n", "# # f'{hand_landmarks.landmark[mp_hands.HandLandmark.INDEX_FINGER_TIP].x * image_width}, '\n", "# # f'{hand_landmarks.landmark[mp_hands.HandLandmark.INDEX_FINGER_TIP].y * image_height})'\n", "# # )\n", " \n", "\n", "# circle_coordinates1 = [\n", "# [\n", "# # (hand_landmarks.landmark[mp_hands.HandLandmark.INDEX_FINGER_MCP].y + hand_landmarks.landmark[mp_hands.HandLandmark.INDEX_FINGER_PIP].y)/2,\n", "# # (hand_landmarks.landmark[mp_hands.HandLandmark.INDEX_FINGER_MCP].x + hand_landmarks.landmark[mp_hands.HandLandmark.INDEX_FINGER_PIP].x)/2\n", "# int(hand_landmarks.landmark[mp_hands.HandLandmark.INDEX_FINGER_MCP].x * shape[1]),\n", "# int(hand_landmarks.landmark[mp_hands.HandLandmark.INDEX_FINGER_MCP].y * shape[0]),\n", "# ],\n", "# [\n", "# # (hand_landmarks.landmark[mp_hands.HandLandmark.MIDDLE_FINGER_MCP].y + hand_landmarks.landmark[mp_hands.HandLandmark.MIDDLE_FINGER_PIP].y)/2,\n", "# # (hand_landmarks.landmark[mp_hands.HandLandmark.MIDDLE_FINGER_MCP].x + hand_landmarks.landmark[mp_hands.HandLandmark.MIDDLE_FINGER_PIP].x)/2\n", "# int(hand_landmarks.landmark[mp_hands.HandLandmark.MIDDLE_FINGER_MCP].x * shape[1]),\n", "# int(hand_landmarks.landmark[mp_hands.HandLandmark.MIDDLE_FINGER_MCP].y * shape[0]),\n", "# ],\n", "# [\n", "# # (hand_landmarks.landmark[mp_hands.HandLandmark.RING_FINGER_MCP].y + hand_landmarks.landmark[mp_hands.HandLandmark.RING_FINGER_PIP].y)/2,\n", "# # (hand_landmarks.landmark[mp_hands.HandLandmark.RING_FINGER_MCP].x + hand_landmarks.landmark[mp_hands.HandLandmark.RING_FINGER_PIP].x)/2\n", "# int(hand_landmarks.landmark[mp_hands.HandLandmark.PINKY_PIP].x * shape[1]),\n", "# int(hand_landmarks.landmark[mp_hands.HandLandmark.RING_FINGER_MCP].y * shape[0]),\n", "# ],\n", "# [\n", "# # (hand_landmarks.landmark[mp_hands.HandLandmark.PINKY_MCP].y + hand_landmarks.landmark[mp_hands.HandLandmark.PINKY_PIP].y)/2,\n", "# # (hand_landmarks.landmark[mp_hands.HandLandmark.PINKY_MCP].x + hand_landmarks.landmark[mp_hands.HandLandmark.PINKY_PIP].x)/2\n", "# int(hand_landmarks.landmark[mp_hands.HandLandmark.PINKY_MCP].x * shape[1]),\n", "# int(hand_landmarks.landmark[mp_hands.HandLandmark.PINKY_MCP].y * shape[0]),\n", "# ],\n", "# [\n", "# # hand_landmarks.landmark[mp_hands.HandLandmark.WRIST].y,\n", "# # hand_landmarks.landmark[mp_hands.HandLandmark.WRIST].x\n", "# int((hand_landmarks.landmark[mp_hands.HandLandmark.WRIST].x - hand_landmarks.landmark[mp_hands.HandLandmark.WRIST].x /2.5) * shape[1]) ,\n", "# int(hand_landmarks.landmark[mp_hands.HandLandmark.WRIST].y * shape[0]),\n", "# ],\n", "# [\n", "# # hand_landmarks.landmark[mp_hands.HandLandmark.THUMB_CMC].y,\n", "# # hand_landmarks.landmark[mp_hands.HandLandmark.THUMB_CMC].x\n", "# int(hand_landmarks.landmark[mp_hands.HandLandmark.THUMB_CMC].x * shape[1]),\n", "# int(hand_landmarks.landmark[mp_hands.HandLandmark.THUMB_CMC].y * shape[0]),\n", "# ],\n", "# [\n", "# # hand_landmarks.landmark[mp_hands.HandLandmark.THUMB_MCP].y,\n", "# # hand_landmarks.landmark[mp_hands.HandLandmark.THUMB_MCP].x\n", "# int(hand_landmarks.landmark[mp_hands.HandLandmark.THUMB_MCP].x * shape[1]),\n", "# int(hand_landmarks.landmark[mp_hands.HandLandmark.THUMB_MCP].y * shape[0]),\n", "# ],\n", "# ]\n", " \n", "# circle_coordinates = [\n", "# [\n", "# hand_landmarks.landmark[mp_hands.HandLandmark.INDEX_FINGER_MCP].y,\n", "# hand_landmarks.landmark[mp_hands.HandLandmark.INDEX_FINGER_PIP].x\n", "# ],\n", "# [\n", "# hand_landmarks.landmark[mp_hands.HandLandmark.MIDDLE_FINGER_MCP].y,\n", "# hand_landmarks.landmark[mp_hands.HandLandmark.MIDDLE_FINGER_MCP].x\n", "# ],\n", "# [\n", "# hand_landmarks.landmark[mp_hands.HandLandmark.RING_FINGER_MCP].y,\n", "# hand_landmarks.landmark[mp_hands.HandLandmark.RING_FINGER_MCP].x\n", "# ],\n", "# [ \n", "# hand_landmarks.landmark[mp_hands.HandLandmark.PINKY_MCP].y ,\n", "# hand_landmarks.landmark[mp_hands.HandLandmark.PINKY_MCP].x - hand_landmarks.landmark[mp_hands.HandLandmark.PINKY_PIP].x/5\n", "# ],\n", "# [\n", "# hand_landmarks.landmark[mp_hands.HandLandmark.WRIST].y,\n", "# hand_landmarks.landmark[mp_hands.HandLandmark.WRIST].x - hand_landmarks.landmark[mp_hands.HandLandmark.WRIST].x /2.5\n", "# ],\n", "# [\n", "# hand_landmarks.landmark[mp_hands.HandLandmark.THUMB_CMC].y,\n", "# hand_landmarks.landmark[mp_hands.HandLandmark.THUMB_CMC].x\n", "# ],\n", "# [\n", "# hand_landmarks.landmark[mp_hands.HandLandmark.THUMB_MCP].y,\n", "# hand_landmarks.landmark[mp_hands.HandLandmark.THUMB_MCP].x\n", "# ],\n", "# ]\n", "\n", "# # for (circle_y,circle_x) in circle_coordinates:\n", "# # annotated_image = makeCircle(annotated_image,circle_y,circle_x,10)\n", "\n", "# palm_center_y = (hand_landmarks.landmark[mp_hands.HandLandmark.THUMB_CMC].y +\n", "# hand_landmarks.landmark[mp_hands.HandLandmark.PINKY_MCP].y)/2.1\n", "# palm_center_x = (hand_landmarks.landmark[mp_hands.HandLandmark.THUMB_CMC].x +\n", "# hand_landmarks.landmark[mp_hands.HandLandmark.PINKY_MCP].x)/2.1\n", "# #\n", "# palm_range = 100\n", "# myradius = int(image_height/5.2)\n", "# annotated_image = makeCircle(annotated_image,palm_center_y,palm_center_x,myradius)\n", "\n", "# y = int(palm_center_y * image_height)\n", "# x = int(palm_center_x * image_width)\n", "# circle_coordinates = (x,y)\n", "# # color = (255, 0, 0)\n", "# # thickness = 2\n", "# mask = np.zeros(image.shape, dtype=np.uint8)\n", "# cv2.circle(mask, (x,y), myradius, (255,255,255), -1)\n", "# ROI = cv2.bitwise_and(image, mask)\n", "# mask = cv2.cvtColor(mask, cv2.COLOR_BGR2GRAY)\n", "# x,y,w,h = cv2.boundingRect(mask)\n", "# result = ROI[y:y+h,x:x+w]\n", "# mask = mask[y:y+h,x:x+w]\n", "# result[mask==0] = (255,255,255)\n", "# cv2.imwrite(\"croped1.png\", result)\n", "# # cv2.imshow('result', result)\n", "\n", "# mp_drawing.draw_landmarks(\n", "# annotated_image, hand_landmarks, mp_hands.HAND_CONNECTIONS)\n", "# hand_landmark_x = hand_landmarks.landmark[mp_hands.HandLandmark.INDEX_FINGER_TIP].x * image_width\n", "# hand_landmark_y = hand_landmarks.landmark[mp_hands.HandLandmark.INDEX_FINGER_TIP].y * image_height\n", "\n", "# # print(circle_coordinates)\n", " \n", "# img = cv2.flip(cv2.imread(\"tanganriska.jpg\"),1)\n", "# sample_img = cv2.flip(cv2.imread(\"tanganriska.jpg\"),1)\n", "# img = cv2.cvtColor(sample_img, cv2.COLOR_BGR2RGB)\n", "# img = change_bg_segment.process(img)\n", "# plt.figure(figsize=[10,10])\n", "# img = img.segmentation_mask > 0.9\n", "# img = np.dstack((img,img,img))\n", "# img = np.where(img, sample_img, 255) \n", "# pts = np.array(circle_coordinates1)\n", "\n", "# ## (1) Crop the bounding rect\n", "# rect = cv2.boundingRect(pts)\n", "# x,y,w,h = rect\n", "# croped = img[y:y+h, x:x+w].copy()\n", "\n", "# ## (2) make mask\n", "# pts = pts - pts.min(axis=0)\n", "\n", "# mask = np.zeros(croped.shape[:2], np.uint8)\n", "# cv2.drawContours(mask, [pts], -1, (255, 255, 255), -1, cv2.LINE_AA)\n", "\n", "# ## (3) do bit-op\n", "# dst = cv2.bitwise_and(croped, croped, mask=mask)\n", "\n", "# ## (4) add the white background\n", "# bg = np.ones_like(croped, np.uint8)*255\n", "# cv2.bitwise_not(bg,bg, mask=mask)\n", "# dst2 = bg+ dst\n", "\n", "\n", "# cv2.imwrite(\"croped.png\", croped)\n", "# cv2.imwrite(\"mask.png\", mask)\n", "# cv2.imwrite(\"dst.png\", dst)\n", "# cv2.imwrite(\"dst2.png\", dst2)\n", "# cv2.imwrite(\n", "# '/tmp/annotated_image' + str(idx) + '.png', cv2.flip(annotated_image, 1))\n", "# # plt.title(\"Sample Image\");plt.axis('off');plt.imshow(\"img\" + str(idx),cv2.flip(annotated_image,1));plt.show()\n", "# # cv2.imshow(\"img\" + str(idx),cv2.flip(annotated_image,1))\n", "# plt.title(\"Sample Image\");plt.axis('off');plt.imshow(cv2.flip(annotated_image,1)[:,:,::-1]);plt.show()\n", "# cv2.waitKey(0)\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.10" } }, "nbformat": 4, "nbformat_minor": 5 }