{ "cells": [ { "cell_type": "code", "execution_count": 240, "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": 241, "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": 242, "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/9 (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": 243, "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": 244, "id": "c0aec552", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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VU71xQZVI/P4s8sjRp3otLUsBLSWbdS7CrIKmYJrLft80BVl7WJYdSiGUZQcqlL2ktmoZ6lVtqCvY4m3REp9tmcm2mC15BikvOyFtz/zEtPaD5jNnwNQ34UBH/73XFPp4s/j33PsqvPGtb2t9WAre8rZ34Lt/4E8c3X+/AsNRU3iFBGZuzFu8cp7duuWawQHzRHvRfRVAnOzaLQNjEsy+NlHEtNHTIwaVxrQKGWeMuskWct5cR+hCXkBWM1ABF0frsVDTJqKZZ9IOY10u/rt/p9pWeHggvqfb0kRyW3fqziTEdow0ba3bzPry5o1n8ZUvPNJ2NpUCyDPVREsh7E6OmsMrIRyFwisk7M9O8Yk/+H08/dSTYLkj4OmrVwCMTEFDZPjJNZ0x4hA5LCizHJAS+N00ATMPhfw5liKZnBP6NYSpyYdVeLUTzBQ+LR+N29WXazUUHh3tnScQeoSt34dyt5gi87SIuQbAqCw7iCQtFtU4JuaoOww93b0gHuiUU+JEhCuPfw2/8r//Y9nlxXjjm9+KD37/D+PyPUenfC/3cBQKL9PAzFjXvU3g01u3cOXxr+HKY18TE0S1OwMO5oMsEGL+LZAtBLsQ6RZMFV0qk2WPp6FHpV1hKc6W6UMWN1LSfJJZGbwKhJlPo7Ab54KGUxOGmDPh89BxXGNAsPu3tJkWP58gba6H53iMmx8eKHvybNgGfEBTsLUg2dlFRLh18ya+/IWHLf+z01Pcunkj5buTuy2O4eUVjkLhZRpOb93Cgx/7MK4//XSz/68V1595GqUQ6grAHTYDyMx4ZvfeQocgoEAQIoBKFeCKVkRYU4BvOwUy30LPtPXVhAGl8tGQeDT3IKwLKOOfpYtlpDrzYXQ9Y5KxFGN6pRm/SG5YG8SPkXuO6W6g3YUPx/I0T4pvLx7c7Jd3I2nmREU3sA7+nYCgKTg1tmbDDFy9cgW/8sv/H5RlATPj9W94E77nQz+Me+591W3ReQwvfjgKhZdJaJqBX0t5dnoLV772VVy98sRt5wPMtYMYdDsihZPL0Gsqewbf28ybrad9GMJEWJdup6CN6Q6ShDxtpN3sRlGT8HxNBdgSgFH7wYjwZ+aUrbbpBV1v1hnKtvJ7hhyZfhR2h+i4fYGgn9t1EipY+z4UNTWPxT5jnN68iS99/mEr48bbruPmzZtYlp2l09vwjuGlHY5C4WUSbt28iU9+5PfxrGwXrHXFtWcmPogYAxpU5NfvdLEkE80hh5F5KmoUXC1MPuc5Yz+JNupZaeTwlJ7pcgWrfyO9Oa2uQCVUrAC1ewyYGZA6O3NzTUF9EzGz3beQtn2iE5pEUA8aVIo4v9tqIqebiFDXORPuyzPaztMoslzbDLPFZX2eF+fZNB02dSSEQihlEaHX903TLSpz2MXWxsLVJ5/A//HP/gl2ux1KKXjt696A7/q+D+HeV913mPBjeNHDUSi8REObXKstqp6d3sJjj37Z7vU9hLgYIzqcmg0sdmZGM/u/HvKSF9msAQBcwZVQUVMefZ3id2LuTgFn7cNXg11YNJpqoo0ZqMwomm/PEDXLpDTMF1WbsNLvUlfk8qP0y+sME/pD9WJJ075gf7fVZkaDlXdx5K11Lp0LkKaBRRNY1Az0MwsE/V01fRdu3byJL3zuM01DWBa86S1vxbfe+CB2J5cs32U5ag4vxXAUCi/RcPPGDXzqgY/i5rPPgrkdRFO3BAACI81oWHcHgdlOIuui8KYZQhdAoxmH0G45011GITRTkqP1xMz6Bctu8Tja9g3Rk19MMzOtNAjrtnQipzkyOi2vY/Ph4wIMKGoKEf1vIXgKywcI7sADeh6PVoefhtTV6pbbaXs3k5adXZBvhU1tcLYGNIQu/2hOwrhWNAplxjNPP4Xf+Jf/DMuunYi+7zWvwXf98Q/hvle/5lzaj+GFDUeh8BILqn6fnd7EY1/5Mq4987Qz97AAmCexbl2sSQBMBYKgV1uqVIEAZVAQlIuwy0gLc0ZCIDD5O0trZYx2+0gDB9t5XDblqmg8NApB767JdMQnk4XsLBAuEA6h1tm7iamJo4jYECSxb9R0k9rgQLq0DhPTH9DMzjNJRXnZo37qpca4/DMtu39269ZNfP7hz1jC173hjfjWb/8gLt9zr7nwOIaXRjgKhZdYuHnjWXz6gftx7drTuHnzBgCfYMbELSgKhzDapiGoJ86kKSAwal3ITVw5mmL2huQ1LQcuXqjYjWNNKxHPooVA6LyTwvfyxzMITUsQ81GITSi+oGxrDnn3UXLVXRlUtpheOO3bRblTJmR9sQXgIyOWfolaG6psFQ7CNAnsLp+t77quw+B2h0OHzFP8IPjjc905dBsWqHM1GCLCbtfYyrquSXOzrmDG9WvP4Nf/f/8Mr3vDG/HB7/9BvPo1r704EcfwvIajUHiRgzFv+X166xa++uUv5otswoLsaPWFawJRQ1CXEIGZE4SZxKSRWwZBoCeW+7UJZQaFSExLhKpbZlQ4KYqd7VoxfsiZTwlziksJpnGoNmQahpq02JLGcM46uaNfgqNuwFdNKN/qNoTO9GKia0sgWP9UMyup4Ns27c0Rvj3TfhSNbrpAbgJhzKPf+TWs93SNaIAkrjNNtEH9nRftozbY/j29dQsPf+YhvO4Nb8S3fccHbesqYX5C/hheuHAUCi9yuPHsdXzmEx/H6ekt6NrBLdEQkJhMmNx60lVYQFpDCKi6XwCNSE2+if87cYMtz2ut7U6FThAMkz/awiU/4XQY7PCcTk1Y7BinQDUKVRSi6UmZV7u1bb9fjcHGVQRPE0ujQTB4vo1mojKPcBsh0YvcBq1OhIEUaZfZovfM9Bb7wl/fHQY6LZ/8HIYJNzUv9la+ZPbLd2owENagPK/rzzyDf/0v/xkuXb4MMOPeV92HD37/D+G1r3v9XanTMdx+OAqFFzj0u05Ob97Eo1/6gi0ijwuyHZIMZgf7NAae1xSACZOMk1R+xwXOOGHjIaaLIreUTykCmEf6jdHIQnMRpqyMJdrYGxMKoicIwO0QcthgnokmUss+trWcSNM5YXqgbfY+7b7q6AIOoPGxPppvo9PrpgKKujhWXld2RPpWjCo/gOwa0x/aX9SpaKHtOfzuNJLT05t4+NMP2vPXvO71+Nbv+KAsQDe6e1cix/D8hqNQeIHDs9ev4XMPfQL7szMATY0+Pb0FYBQIg/mgM+XUWtH4SjYpENBMOJVdc0hWoiwYepu23vOrl6/MAg/IP9jNuWeHlJF4tHOzLxL7dZoj823CYkEBAQuw7OQiIK5yA5wwJXJadE2B+cBiqB1AmFYzVuHw7y7fQSAMP0PfHAgzU87tBNb6IyD5SXY6npIQ0vWAMN7ac+/LXlP0+G2bMAC0ZSbRK80ciDy+qGm8N599Fr/xL/85Lt9zL5gZl++5F9/9/T+I17/xTXfcBsdwe+EoFF6goIz81s0b+MoXPu8mIuRDZVNNIWdkeXFVM5GbixhowqG3xwc64pNBMIh9ugRbc29vdht5RrSK4DUeUQFqBZXm7trXFRRzSjylOW1tcbMK7D3aqWquKEtBZQZVOFp1iWh1YR5dS+fT2LFpt803KfJ5AmEqzF0QpjYMjLQPhwXCTEtIVc9aiLTNdIcWTwBIR4ePy1FLsaKQx5fmaHKIqJkrqTspH9KdnZ7iMw9+wn7f9+rX4Fs/8J147etfD7345xie33AUCi9QePbaNXzu05/Es9eewemtW8nNQ2YSIXTMt6bdRIrogchgNZ2bDWJ2QdMAbF7PGIJbB2gzjq85OH228ymYr5iaK+tcx1jvCoYweTij7LeZxkXzKjamsiwopaDIjhc1hXHN6S7CTA7HSdLDv3ZpaxCKwiUtCSvz7QRqDJta4hixJz71dl57GNcm9F3ojjCuipmCVEMwzdSARmP1hHm7xUNyqgGSjjsBM4X8Aqc23iReaOvTW7fwb371X+L1b3wjvvN7fwBveNObD7fLMTzncBQKz3NQJnDz5g18+QsP49aNm3ZhTWLSM7tyYB4zwREBW15jgKebCAZju1O+49tVk10/lOkmA84xuJ3C5iqmhrKg1oqiXlsB1MqO3BUpa72oCYgLoUGpvG7NpHBKl4x5ZQ2nF3B3jDqt6RSF07wvXQ3L/TdxOBfpOlcgxPi2c8pDXFg3oRC6SncrafqhH0P+M9BSmXN5k/UXZnZhQGRM3wxr2h+cWnLIZ392hs88+ABedd+r8e982wfkqtCtC4eO4W6Eo1B4nsP1a8/g4U8/iGevXcPZ2Rni8L8oGjQNYcbFRSPIzCgylw27dWAQwGQhM8qMDEF9wVI8mDpjl1vR9G9dwWXFWgoQPGxyYATKrIv6NAJNUW40X7RdPCXYyQf7EMpSEvp9LizEzlgAgGwfbmYyF51mGZP3uszDlQeO5+2qGh1cK0QeF1vMr69X0uoQT1ZHDTKXX4rqZZnEqJ32Wh9Ru9UOgPu/OodB2/sa7r+WNS8jiL0sc8MhAKZy0xh+59d+Ba9745vwHf/u9+GNb37LwTKP4c7DUSjc5dAz4Js3nsUXHv4Mzk5P7Rl1yPK8/NyG37+DTJzzBcLU/DNXFSaFAHH/IUUUWkrz0QRlgG7y0rMSJGalmdsLICyCggLPyGiwt9Wnd5LOhUljWI2OoDHMtLFJ6Mu1fBEYuJ0tCYfA4Ay1xUNi9n27ap/eroYwi+saXOunYe2oHz8HGHm/huRJursrJoh9aoo0YeXCa9CmQtoS4ssL7M/O8KlPfBz3vuo+vPePfVtaeD5qDnc3HIXCXQ7PPP0UHvnMQ1jXFQTg5s0b2O/3iEx7iwnY82SX7plHm/qALzCnILtvGhJTK0pXniHBbjE30oINTUFKBrXL21kX/+pqvvRBa7P5F93fruajMl2I1ZviGu2OPnvmpPUnciHSPmwpM3yym5BIkPu07I650njRzIwOW09RbUkFhyF/paLRXGsnpId6XTxsMW0tkUy4ts0IvUBwA6Lb9LXu8ZOlzew0SgnmuokWp2kjwycAvMp47ty1RBDBzCYM0mgksrWHyoyz01v4vd/4NXzyo38AANjtTvCB7/levOktb72tNjyG7XAUCncp6ES4cf0aHv7MQ7bldAtJ9cg+vs9osxcIgNocIntJE5R099GQvTO0LT2Bg0BgK74xwLD7xvalkx8eo1JRFs1V6akuFGhCkAittVa0bavVtioe0qhanJBJ/xkEQlgEmeY5EwyxvWLbDms7KhBiHr3WwCoYtUG95zJ439aGZnT270jJKY2eGk7KO2kBnMTfszK1n3WNIgiDzXMc44ALYKdrP0ZqE0Iex7rmEFth3e/xqQfutzwv33MP3vO+f8fMSUeN4bmHo1C4S+GZp67ic5/+FK498xT2Z2dpz7eGQRBw9zwGoma/5u4Q2RDNUXJipP0aAcWrHRuXlLXakEcnoPQvTGxbtIy8g9rNbHaJChF4v5c4AVVzW3zMjK8AQYAAJKh6FtibjtWOP9azcZtobe9qZoJCmM5EK+ndS2veU63qgLll6lo6lBsXhPs8eoF0KNwNE4rdLZEy9v696BqCCb5wxzQjaAoCSvrx3+c6M11pXhp33Z/hw7/163j4Uw/i/R/8Hrz5rW+//YofQwpHofAcgw7c69eu4bMPfQL7vWoI08gTJDWZ8B3yTJNmYiVRLhdNH5sqPcKkTwLB8xFSR1RsqTuUKGaUCnGWB0fG9lerLTZnweWoXtk3c14j2AoT2Se1cGabLSeqRZGYlHgwKfWmo60QtxPP33uZKZ5pcdpX8izu+98QMr2ZZ4uuHMSclHYOXCSdV4QKuXlsI97BdRNsaFlb6bp8bVwjjD4hY93v8amPfwyXLt+DP/zN78Wb3vK2w/U5hnPDUSg8x/D01SebhvD0U9jv1wHBpkHfaQj+eGICiuhcziMEtmGZ2L+TycXdJxVhiFD0KjeaybpArRUcNIq5UCCrn8mTaO4BQGVBWUTDCbe+UWWUZdIAIhhMNFEBUUalmn/PjM0Dq3wW0RS40zZGwaqMrnkZhfVB12bAwMRUe+Na/a7mmC4I+mThGmR/8tqkBWysuxxmnn08ayNyKvqdZiq4q7atXLdqGkHUHEK+My0KIQ7lny6ZO1PQRcKWmcrr2hp2vz/DH/z2b+Lzn/0Uvu07vxtvfts7brOkY9BwFAq3GfrJ+cwzT+OhT9yPdb8P9tZ5XHkon4fz5vBF0XdKb6/nAqHPx6Yryf5xRcsINuJS/BrLqUDwYPWMdVU0WZbGnPf75iU65RUpineawb4dslvrczWp9TtibBcTxbI6wZuYiwjGhNSduqQjxbqYS4+g2CmzhQt1Zh67mrIA8AIwaImR9tmzLXOWC4cNrRVIblAYANW2nkPI5ijuaBjcYUT6VSFidZFhGZiA9Vy79ujCrG5pETzks+73eOj+j+Dk0iW86w9/E97UmZGOmsPFw1Eo3Ga4euUJPPLZzxhyvfbMUwnFRoGwaQ/mfFvWzKY9hEF3Vru0ThBOzEbzOYwww/QMTCY6IKvB8RwVCqdd1UTDPu+NPAKogJYFRfOQbantrIb7Oio7hJTCiieMbFaPuDXS1kOpu1aSxlO355qIhBTjcdkGZWXn/EqffDNkQZjLJRBoKajr/D7t80Jcg1JBzd1zoz8QEfvdBKuMq6j1THcchU9tL19Mzt+9BW4vKH2jKbOVrGXXteJjv/c7+OLnPgsGo5QF3/Lt34m3vuOdt13m12s4CoULBh2MTz91FZ+4/yOo65qYZ79FrzHrDUZvECoj4IzwFHKFNNGYGvOikc1knBzrkYGoTeIQJ6HAgKKpFDu4hG7RN5lLSLyemtWgvau1op6dgsoCooKFCMAS6ksg2qIcIV4k1gWIWYUSCKXEzGI+9mwmvMk1g2j+CBkPdMaumgrkEIHBsyysElSou23O6zOtQ3imf7bo3q1XGIgpQWhCx7Av/MdxwSF9JDWz5fasduPhTgTCIS3B65LpIBDquuKhj33EtJ/dboe3fcO78Ja3v2Mz32PI4SgULhievPIEvvC5z+Dqk08CABbxuQMAPNxjzIJ2NzQFBGw8sVfffpBpQflZbyoZhNQGXTFuoaYZNPAfvGN2KHLIR5lSWUClHWBjXlHXKm4oCohgPosAJdU1lH4r6Ch4yddbSmZA2VQ1abHbYQ5EANekNdgWU8srM99ha6VSw74ZmNkUnGn79W3Q0z1D/zFdO4mQc0+mtqU4U+/MdSlNIiwQ3pawDadXecdVdxdlIXsReXDR3VZaeiMpa8Zxp1KtFQ/8we/ha49+GX/0/d9+1BguEI5C4Zygg/PqlSu4/w9+Hwxud8qWgmVZwFyxrh26x2gSygx42w7cTwbdqbKVH1t2PW7j4FpiLgSm9u7wzphHycIlkqCHsmIdIgK3BcxCwJ7B616c2TVXFFYnloNgVk9OLoI0XxfEUmYVBtV2syZjVt8ffThvB1GKA8m7zvvpvPSKyLcAgqlVVt85SDjvt+c5CoRIk/qLUprUZGQ7fVRb1H8HQIEw7uR5dJ3OsnbA0cSZ48faG11d+YPmPK+sCOoxTq0VD37sI/j0J+7Hm9/6tqPGcIFwFArnhCefeByff/gzePKJJwwdrmBwLTb41dnbgGQP5Bvf9QO/H9xxr0dEdpoPB/TpBeSJbM9i0Al8gE4tc0Yv0PznNOadmUZa3hAmFBk+M2Hdn4FOb4lZqg1F2z3UnTPQfLUsZhYbc9yl5BpCvOKUQt3PXbuZVF5bmgiomKRnBplZTQMNJsSN7NELBLBu6a0YmahmP5ot41gwAUq+MO9CXs4dWH+4QIh1GxinjhWtNpT5h85WQRbH1YEmmO8o6kM2PUVhmaBQB5z6+nzyYx/Blccfw/v+2Pvx1nd+wzZRX+fhKBTOCU8+8Tg++vv/tl0Qr4xlrahYUeuaBl7cqme27EmeFPjdTCBk2zZNGdqQ2WwuzQRDCIapu/KMiQrCTWk4T9CtYjhwj2ZFKqA9WZ0ZjHW/B+Mmlt1JWBhQ5rSBgHm1vNvRh9h+qjLkcwFWp1CHQfOaBKOChcFIEYaU5SVrha2t2tpIO2+RhUi/btELA48X79d2AZDiRlNQl6eaDvW9jc1O85vuItoIqS76D6tWEuiaaLQ07OUaw+E+0TbvF60zbf0anU21ynjo/qYxvP6NbzoKhQPhKBQ2whOPfw1ffORzuPLYY6IW6xsffL0NM/6eIq2AHvvDSjNTgU7kOpkoTk4UPcoIQ4TR3O3ROroHTeIgoyC5gKtJhKJ01grdmKTmJWa2e6RVWCoaVkd5ZVnaGQl2b6qRBOoYrputopDiwexyR+aI2EyxX2KewojVpt8u/Mmn2MnQeMtNGfUgGOBnP7j6pUNununt/aFDKTN0624akT9reybh0tU5moYkjY1P3Qbc2fKj8Jxmau2xbTra1IjQ8f84tjutYDC9TtoFzPjUAx/D01efxB/5lm/FW99xFA59OAqFjfDEY1/Dh3/n3wzMJYae8c8FQmYSUfWO6WYDWvOYurmYIPacQXjVIdL+ENPI/A+fT1CmE+OjAIUZehEaAHcv3TFp5XXMjLrft10jyyoo1nc3RTt3Ns0pqwTa/QsFM4Ggkfu+O2+tIbVEyC+ni8qCL+729wn346PXWkYa2G6p84Nx+bCYK0G6mUB+t1aT2y9HgXDQntnVzy1a7D6L9EAgdfEnmGTb6hXpCokOUyZtp9EdDPR9ORu3ybxWGQ997CP41Mc/hte89nVHoTAJR6HQhSce/xq+/IVH8NhXH4WuFQCRMVPzQ2+Dj+CePVWrj3cGxOsm52Bqa+Ey7TeHM+SZSWh6JQ45qguP8n7vTrYcUN49j8CI7DeXxMzS2gorWlZTjjJwtDuW62peUkup4o1zPDXbI/5kFunp6773i8q9uaEvJ8VBAM+WpqUrqjVQrrPn1Vovo11nUmNQiadtlc07cw20hRrqNGiBk55VrcBHstQwDG2ueX1mSO9REUdbJyemaXJMpHpq3DanyAGVal99+ZvaeVeaam4MfObBB3D9+jP4pvd9y1E4hHAUCl14/KuP4vd/+9cHhtwmlw6qOHBJNvkQwGFx0QYpXCCY/g7o5JuZjrYQzyGTx+xNmh5BKJFKL84aixTiDDzly26qmEw8Csy+If6CIjTr1ZhETSCt6jJZEOBaK7A/w46AuuxQUMxNc6z7bLfQgMQnz3u7ea81bJqWOqanbRfTUDgBnJtxrpl0jRYTOBoGxCWJgI3zIL6UEReT+3dGQZcVJ4FVc1kzzauvE3v6shyi87AwmIUMslqSeAZlBo4OZhZKZmY8+LE/wEMf/yjuvfe+o1AI4SgUJDz+2FdFQ/hKMtcA/b27ZMtq0Q7vCNxPNTfmG5hrbw/dGNNbawtz5uIMVzWWtMgKZQph8ietwNP3jDcxEs5mnzkiE3Rr9qPG0Ihk+yMvIGYU+O4hI7NW1P2KlU7Byw7LjlAZdoNa8q4a2v0ii8bWTxtxenOTfTY4epDBx7KzcJlobiHO5IV/RXPTQXYHdxYMW1plFTcVMU6ttd3tYQfVOrOSoGbdsdQLxi07fTaP+vZTpPWPfjvqPKTXUQkNWrc3T8hf3tnaW5i3hwFU1o0e/tSDuHXzJr7xj7zvuACNo1Cw8NUvfxG//Ru/AqAd2IoTPKMlhlw05vy9MkqRyUHBw6eh6jYZmcuoV3eD99DawiF7qfxKmXu66u6og2Bw2TEyHBUKrNSfD+wm9PizEtYKGIzC4kqbSK7vXOUkbMWyaxfylCLMphC4Zrys6PyQ1jAstG4wuBDJP1lBwAwpz8vMeUM0yttAsy2lyNbS8AShnVWRYrfMXf2fBhUWhJKQ/FAnRnIieIip9iY5vd1OD3ESaV8frv/WG7/kr+VLMRsK45p0bLbfoxsMdFpt3i5b5PT2gx/7Azz4sT/Av/cTf+EoFHAUCnj8sa/iK1/6PB790heg+8IZFXZOM9pjFT3LIA1TD7UWEDkz9jUFYWA2uB0KRTZ3yGTUm7JimiF+WCTWA0yGGmVCqNlaGb8xWKG31VHR/gXQdd9OCIqQms8GFN3WHnYgVKpypacwl3VFpTNgaQvIxHJQcFL3NOU3BEQfzl1HMOLni8whJ8R1p1i3Vk7ffOdoM7OYUWPzYi2C3t9tzL9D+/qn/lg5aD8qBFzx2j7MNxegrk2NxCW1WKIEsLIhj8HhOs7QtkmTCqY7mPAnkLZV15c+MuN259HNySOffghnZ6f4Q9/0Xrz9G949tMHXS/i6FwqPfvkL+O1f/1c2uQBullUGmKL67gfElG9oaKhUtQVHqfYJCGMU5A9nwhexGPfmLOAcxGiTtS3k2rsanax1qLHTEDRonYgwTOSRvs70oAnlj8M7KoRC7WQ41QpayR3nST1qbeamZVms7fqJPWkEbaCxzbrnM1NJbAtM3lteF1jL8GdOwUXWGpR/jqgXocqtj6NQ6DWFCCi8uRhcM8PUqjJfEHxYG7EJGI3nZsi+jqHe01pP2iG264SecZMB+UFPbRtx6BghRJt7fZ8xPvmxD+OBj/we/r1//6ePQuHrMTzx2Ffx1Ue/hEe/9AWZUIFhGk8lxbRwtONh/B3OKaBD/+wHrTp8GxSRNsniLpI+TBc0SenrmFiN9HDiJ0Bm/oOmQsn63Ew+QVWPSLbZdnvBFc0ZFZXXlkrgM1cGL+1e3sZMCgh+LSfJpTCFZkJTkWhov9AGPUOaybLeTIbwafXiIChCGmCUOf6uaZsReTvNE42ga/NcR63evB7G2FWY1mrmlB7xB8ze5yJdaKM80Uq6DjHktSHQOKf1qk3ctETPsqFyCcGL8DkEoEahBYDU91YBydyOyq/lRA70tIW/8LlPg4jwrm/8pq9L4fB1KxS+/KXP49/+m1/Fut8LmpLBx77fHXCb5ciMMfxe5SCWbQe8gH3dmZFnNJtYmyYPZbLs9Os7RY9x4XcDnG6i1o54+FbRwBpYmXTH8MBGR6SlQg57CTOPC4XtMFvLbyk8aXtGW+wPphFCqJgunm5vTxzMK/7CP4NAmJlUDrejt0c0qx0SCLYjTOkKbTgvyPPgyqhrlXG8h24GiHmTCI/o1HDY+EBm7UueTmMzzuiZmawAiIaXNSobL0Fj7vOK9NncSJNkEje9gAGFZrrN5qrRrOf5ERE++dEP45Mf/TD+5J//yaNQ+HoIV554DI899lU89thXG4owJAFH0IJuo7mFqAjzyrtrdJoQyA5u6U1muthc1IRizCGckGYYyraTosJkdfC6uSTvtkjIFnF+b2sa56z95agq3BDyU4CF2RoIBQaxhSRhQszNNS58S3FGwlzB69rKL8WzVM41YdahpE3G3fLm7rOlUYEQadxOf57hT8kc7ezWthtl0KRfbUB076oy2aI31rkZp8gYT3clxPGrAtXsg6zyIWhxWmcZo1EIRzPp1m13vZYAmEBQjSoH3xXVp7l4kC3SXq1JZmES6mMbe8CXHvkcPvxbv453/qFvxNve+a7bKv3lHL7uhMKXvvQFfPj3fgvMFbQsvggsDsh4JUCY0bqe2Za+UhbsdicyuRY3XihTAcQltE5OMkFCwT10YzZrYuB1bUIh3c8AbszE+HBkLJJ2wnjjk4Hx6D29FxQMSg9rPc+Zlf1OqcACW40Efat5TLUItxETdic7p7dWrGenAJ9gKTsrv+VdwGV+C1jPhBi+eKnp9VOFkjzw9wcFThAiQGBsocxBaJBpQH07zdaMjHBNfUDrUTpLYP5tBLUxnhF7sK6TsM4yE6CEtos1moACLWFcDcKNRu3Bc/VPXa9qccY6XUh7PRSSJgTkBkV8AcC3z6qweuj+j+Ch+z+CP/FnfuIoFF6J4cqVJ/DElcfxxBOPi1mngBZCMXTeBAEVBpcFtBTgDCji9M4sruLbJzEdQVrN+eRoJ/V1Bd29RPl3DEHIgGAmlrZYtnE3bgjTNQd9pxkag5e6R4stAaj6PNOk5vtYBcuDo6mrPY8Il8oCYsg5haVpB8IU6rqaVpYZcgUqte2qNZvmIoGRMR3addS3S/yjriMGYDlBu/l91Agi4gwHGq2tWgmzPJPAkpPEDAAl9K1ojoRw4rmQ3X0RaXYTjfeNA4/I2LV8zftwmJvWXJVj5iSIY90i0BjNo3MBZYDmAD0eO48PG9eQtqcesHizxcVrNSV/5Yufx0f/7W/h7e9699fFIbevG6HwxS99Hh/5yO8BzNm/zrKg1F1jPOteH6Ou+4ZkakXdn4ErY13XJjx47wxJzUck4qUwqLYTuRpD1xoAJNtxDESaW3gmfISFARiy27DrAsrrhdnWOlXBOf7wD2PmVIIcCHq84Fx5PpAwCV5nErRKBJRasIZZuq4r9qdngWEFwcBtg/AqKLjsFgDN5AcU817L6ARCAOqEzIC0XobSOUW/UBjWORA1hoyuZ8Ikaho9TWBx+Mfsl69xX6a0kxSnBwQnhHb09IKVURiZsU+Y+aztsgkwQf0AfPSjA1HMYKM3noPJtN6JtsAIQj5Vx/UUJjuCKjS1LdIkg0GrwAw8dP9H8dDHP4of/NE/exQKL/fAzHjyySu48uQTeOKJJ9riJpCQVrMtlDSQFV2VsjgKJZ8YijYUxjGvADFYFmGZ1nYZSwHauQSdmCOajTbbIQQVt5EnAojDy4j8OqboCImDNBj9J/Vb/JQhWRQHWoZ4TYDY7o1oStA2aszKtRNdo6A04QvJNZ+iHeh9zqC2HsMAcHYGXvQeAG4bV1Qzk8JMMLCcBpZ2U0TYL/pGhtZOEQeU2RomM7sNga55M8RM5XhgI53SsCEw5N9kmuQtBik7t4gaEGFfE1BNAegFivePrp/ZM2gb5PExM+fwhdrGxxF3eZq+0k8A8jNCbarqnqhRWxg0djjpviYm5NUwh4w6nTuWqCfF6v7ol7+I+3//3+Kt73jnK1o4vKKFAgB8/ouP4CMf/XBiiIQ8mNWuiqrCQRZzl0Xs33sQCqgAVFlssOoBVHfMNMRJZRE5U4AVZn8lNVkFM8chU4ebCnxyNI+g7mbDIgA5P0ZGzm4sFVNJagFjKs0eDXDdoxpTEgFwAbNMQo8C0fR2tVobk09/zVaFsizYoZmJVtlFc3Z21mhaFpAIibI0IV3KAiyMsixYyiLnSQThoRpTcboAZ7IZ4da1HU9vPox0C3JqHG1SF2yzukMZ18a5kwnTzAwt/o27j7jLma2+kndRYeTlTGrjCNgQ8WHbfa8hTOMo5hYGDmBijuvqLnmrJ9hYBpFNVxcCLt2HkOqQpjZBtWslSgVmwDuxIpqwe9kI+vQn7senP3E/vu9Hfgxvefs7D87fl3N4RQoF1RCevPoknnzyig0YQ0DCkJTX2aBeqgy+Zsu1ayRb4sZMbe4tANfggoDBVcxLqKhUsGNuDHeRHSGlLR4TFegagU2ODZU9fmqg9I8j3yZ0JI4IE4SJGnIP+URzAjtT4gqzL0f3HIkKn1pb9n6LbRqCnEGgIhY2uUNABVnV3TLCLISOKkK4ruEUKwGFg/mHxJWI9keHeGdh0LJoztjtHIYy7NRnBrstvTewvFd4msjRNh+1CACmuUS+KEUjLlDr4nKhYocVKS06O0NXTU7ZdGSoEazcFsNL9RJtJdYjxpslF5Cg63WxjbZ6r9cQmBlnZ21jyK74/emlhLFL2zlS6rMMhCogym4r57FHv4xPfPTDePPb3o63vO0drzjh8IoUCgDwyBcexsfu/0iaDO1TvVq2eOrnSAVAM13s0ThOlb8il8co+pb1A2FAZd8GzLqeNaZ6JldFrpdRSsGy28GcwlEB664eakIDw1WOLcwEQquEjnPRe1jZnyB7i8dTlV6nrG9TbE/1QpzKNTGLyoTC2n7+p8jWtYw5M0l9QK5x6ZbHSm2dpgDAIhrYbieLz34wq64rmNsJZ61Jrd52TATGrtGipoeu5qEJ26c65dPKyY9sYlCgypbHIDa07p0Jzz6U2W3IqU20HswsDgCAta6otWIpSxvDoS8Zq1xxOo4rR+IuCNKCO1Fo356UcxbbZWBGIRPrMQ2MBppIDkAypmPIGHWXb1wbunH9Bs7OznDPPfdgt9vh8uW5a/XzgpUvAqXoNJIB/+kHH8BnHvoEvvcHfwRveds7bjv/l3p4RQkFZsaVJ5/A1atX8cSVJ7BfV7OtjvZPSZPsnGKzLgsAAu1atOWk+fuv+z0gdm5Fx3VdhGmtoHVvzKPZTFk0iCr6NIOpAqyCaNfs4lxGdVZRtDHU/NvrwZmhqX2ga5f42dD6/H2/o0TEDoCMIrM1hIe8xt9keSjtbbmlMdLGnBmFC8BuFqpVfVF5fdthLTH7LDsXRkUVo5n9e1LXGGFmFoptCtV2QmYT7j4T5KNQ98aLr3rU3muHqrn1phjqaQ/aT09H2ioq/doLhSnNoax5nXqlNI7T/pIgtrg+Dn2cKzi5aND+3+2aMFsW1RTi/HGBLkSk+qSK6POIHkNZDTgxHvvqo3jw/o/gTW95G978tre/YjSGV5RQAIDPfPYz+Oj9HwGwDU6AwCSIsZh/H/HjzwDtFhB2KMsOS1mw7s9wduuWISldHK3rvn3u99if3mxMKzHhaucQbHcIySGjHVC4wBYKlejONCQvYA77ejW/EwibzEU+d7ITaK11iJs+vbWgDD3uLXdtYWQqMZ+UAAw3dfsEJF3PMIEK6HoNM6PuV8tTn9GyNCPcsjRtDKWtDQ1lZ0amAuF2GY/VTxnjRtxZmzoVs3hqttMu0gVwwBaBxfRmv2vUvpym3vwzF1A6tlh8TdVQ3tiPfTvo59wnFxCWNZqw0OEZ2sPEEldb3+jHEypP22yLrnvuvUc8FsdLrzphcCCPSa5wDUW0eklfmfGZTz6Az3ziAXzPh34Yb37b2y+Y50s/vOKEQq0V+3WPIiaNDtLmwBnd2ARSRAoE+/GCsuwcscMnGJUFZQGWZdcYmdxHbMXId51Ezaaudnud+MX3dfcTUiaKMlVnUCoHtve7hwcta30nGkyvFSRN4Rzkc96E2zIjNCFYXUuoWococJqZrm0Mq8DSPt2zJ4MqA1zbJT6Zq3bMLdI0MmMtL+o00za8YJgJZKtroEOFoAoCaR4wtyXvimrvGn1de3p1U5gJ5qFfWB3pRQGUtcStuvUCwwSF0gQkerV2g+ZTm2mWxUOu+R8TepBjW1kpH4ogqYDKGG+2ibuvR+x/tQI0ujsNF7pZBeZz6k7HyUs1vOKEgtoXUdTuPw5iHyxkEyO8tDjOhAqwALtyuTlyE9cLbesmUJYTsJx94LoCZ6dt0MGFgW2zhKI5RllWYQrie4nm3WHCpFCaBHKAesqI/YFkHazgvDZPpOrzSZPU1ijDpNtC/zPPnDHdnMGonTe4swDbgn01RtfKLbsibblHreQ+eSqjQnYlAc2jaiMqM/iAbGMdek1ixuymQu2CYTD/dCaedmkQ2kFB5kBv05hWdZferYPor96INAMFDkKSrRBg9Ue1DnRqup5hzsaAPkt2exYmzL7OxchjRBF3rVXcXWvfh7qeI5hi0LFWZGt5BCuqFdI56SNdUQAoCPS0/ouIbH3wlRReEUKBmXHlySt46umncPWpJ20A1lp9n7uZJFwgqKrgygH7oEpoJU5uyME0YbMSlxjAbgGv5Auk+k7SlEaso9S6ogIoiphkIkUHXsPcCAjerUZxUXVi87WJ5+96pOwodN6+W4uMW8hya+LF/PylTjASE962NkNScWPYtaJSO3ne8m4mNnNElVrFmYSiYzNpBTq3mM6hMHt/KF2kY4ih5rUwZiNj1p1rBGfYvQACcr8Zo2yFhnG4XZ9h44AwSNW+VFP2REGIadygOfT0aTlxTPfNELI+SKvNHZK4Nn19/eJQ/ZL5NpZnpJE/gGsWBODqE4/jsw8+gNe/8c1441ve+rIXEq8IoQAADz70SXzk/j8wj5wWxIREHSNqE4uG8ViFEYWI8ukDr9mvA4OtK4C2xqCeKLm2hWlmBhW1Azfz0n5/CjCw7vfNjFIWFC5yE1TJKIm53XUs38fJoyjMUWZ6ywxxoK/DGYenmAfLKqDH3qYcNYXZJBsYmkIttqxb/ELN/cUOfgvbuscqbahMzdYbZG1jXc/sLuOyLK2vS5FuJ3FpQs1zB0fUqpXM2lfyP3UbmsMWg81jzuPpGE3omACzoIm5SRtLdxc1QQkspYESsvMJmHar0+wgpUCF52GtcBAI/Q6zcBocQ9sEtC0/p2NTPqdsdDJUZwBlXdtOrBPtf+ppymUfAixdacCER/Th05+8H5998AF85x//EL7///yntiO+TMLLWigwM568egVPP/M0nrx6BWdnZ+ldVKFNY5CgNk9n7kCAFy2OjWRBrysbE4FEl8wcUQhjyZNd1FJxPFbKkjSGuu7BtTT0RwTs2o4adMUonaqW62G4vk3y96D5SG5W15AnLM+hkdOM6CfleRMsLnxGhtF+Kx1k/K9QQdWtv+q6wTQ3Btzxg9Mr6JerCHRuPQsiNyNKXVKbIAuEVB9hwIcEQ4eT8/iKz1TL6ctA1ib6/Hw9hFJcb9O4pbjrC+rzcw7LG/WLY45ID5ZZggnz1DzzWEiCIcqViQlKc/EX/dNtYRvNWLpmY0JUJJHTNBSQ6PA5HUGLfKFR0/AxKS7fecWVxx/D5x76BF73hje9rDWGl7VQAIBPPvQJfPwT9+P09HRAs4DfUbuUApL9166Gy8RRPpClRvsoCwiLHEwLu084WnXbxDTktrTpuJ6djio4FuguknV/BmbG/vQWAGA9OwOVgpPLl0FlwbJ0TJ+V/yltMHRroiIMfkPx5gNpG+lKCtMmemaZ4gW0GxF2H6JA0N9+tagwDEOJEregrcWUEqavr+/oziMX4MUmZvMVdWa0FyKUkxM05uBmlJm93xVC7+N+HUCRPnO+CGnaRt5Y0zbv0W6M70yuWN174TocTtNtzzNGxDZkw9h1OtwVe0hfSvvTOnT1VI3PsRQHoesFUxBoff377/NReTjoWkLrKx1JcMvgMC9yWv2MgtalaQAdTu1AqJb32QcfwMOfehDf/u9+Hz70o3/mDmrz0ggvS6HQ1hCewDPPPI0nrz7ZCYTD6bIZo50lUMEQJwohDFxlEoY6yUEQyRbWlmuzgQviMpSrebSCJV9HNXpoZ+U9ChfUddcOzBDSRT2DOs/BPp5eWFGp7lAaN4UCkpo/2Fk30qU8Oma79a5HqhazkAsMY0RiEtCzHqIVNFPfKv0oLEEd5a0rqlz1yUTI3mtHhkzIWpDjao8/tf/nCs7fx3wpC9y+TVWzyE01Z6g9Y+XJ82hC0RJM15I2RuyDkEdk1hTimfY40J4FYA8spuNBwFRD4wGlDxrv4dAt46dvjX5tU6Ulp5+aiKLG46MEjs4ynXVdse73ePLxx/Dwpx7Ea1//hpelxvDyFApg3P/AR3H/Ax9xZFuonTdg7eBuAGJEb97VvmhkoRvI7W6EHawAtD37hrRkT30FgBUAFSy7EzvYloJqpRQQbK2o9cxOVpeyAHQJRJmZOYJth7oIhBrMWhm5ujnFfvdoLjImY8Dx80AI9ZiF80xNsV5up4Z4QHX6mgaxAGCU3Q7g5kuprhVnZ9KXYbdZW8CXtR1Bf8VucfO95tomZL+zSSK26ZaGkerb1bGvu2kelBeQZ4KB84gd2m/W5of6y3YB6RZUAS1mMur6fNCAuu/eZvJOp0XHzAeawm/TLsVMVbQtonDdAjCT/hjm8ExzmOanoGcCKlUVosAtFEAOmlELn33wATz80IP4wPd8L37oz/z4lP6XcnhZCgUwcHZ2ips3b2DZncglIuJCIk3CIZkLhIjW4OidkC//sLiAja5+sDMrcggMpRTQsgOXCt5zGFeMKplRqVJesQVRouYLqMqhNwomgcb4GPClZ6gvJehzZtsdlZEtY2DORLaorZNGVe5eS8gNIh/dNYepPUIb9+/yGkd6aR8O0iLTChO8FBC7bxsSQKB+q4xBMQNQP04RMc5DerUhzJJGsVHH2XPNP2ohhzAwx387gdALK30eaejrZEg85BFDLxCiWa2PP2oDYZ5M6LEyAPHmOql70NCS0BmihTZhFwVZVxBGr+M5gH5m3ZgxUOYCUye84auu57j7bBUGEaGuK/brGfb7/YYK8tIOL0+hgHbfwf7sVus3UtQuiEg6sFZfjNMQEUivfptjMYnJehAghDjBEjJkdzehh9zo0iXUtTaX2sxYdAKZ4zzIbW3FEC5zu18AtoZRjPEVu5NAHIfJiC3i6kENA1TJ0FuiXWiuOpluZ491mnHyowDYuIKx/55+66S2NQkRjIoS7RSvt7lNe+lvUmEY6OLK2J+5VqYHCVv8w0g6lTdBgDPTR28eiemiqWirffr8Z+a1Wbxk2uFxZ1iXAhEQAPmGP603hbwRPzfqr8AHQAMWobOSdtprG0Tmk8k3BWRgFYXmLJj5UM7Z9GsKUePznCh8Kn2U+P40OsdXw4Sa0kcIffTykgcAXmZCgZlx9akncf3aM7h+/RlhpOJ3SDA0xxOaRGI2aL6MlAGJEjjkbbZkVYeHWB09MHwh//pEsDKI0tpCW4xmgAllaQLDVNEiWkJlz5Or0BEnVyBiwggYMlExTkhAtaOQVBitmhCCytCFySA3dHigneLkORf95eJaEZSIdWNftXsYGg11SDvm34ka06aEeV6gDhdl9LM8Bua/lW/SmsY4Ma+5Zub1bc9823BM33+PYUuTmNat14EGYQD/08cae0LzkH8EFFZfQfz9/Ig02yCKeQUChKjzsJGNH3uQeUYvxIkI155+Cl/83Gfx6te+Dq9/05svDsBe5PCyEwof+9jv4ZOf/BievfEsgLadE7Wilj3UZlyo+fWpXLHsLmG30+MKwaMmRhW1VmHApAvNSTuFDrGMZbJA4PBcL6tZlp0gYB1ELcOdXuIj3lWJXTthuRta6w2hR081G5rbYuLK6OF2Wlqa3b3dBxGQ46LuQJRBdA1v5quALi/ICFOYoO+ZZsGCQkm0NSole+5UNFoKltaJDRxgHfKPiRqqjhyBAHZ2wrc5aQ+1wZbgGNZZxoQ5HVRzamNbXaLoWNIdYJq3nkfIz5SR6vNxp9iWGar/PWVsMlFYxqsJgS5ONHmp5kdAOld0qE3VfQwH4V8Kub+9Cw5JBWlelyg4onihnK/Kpe5ApVQPxjQkfO6hT+ILn/0Mvu2D34Mf/FN/7igU7mZgZly9egXXr1/D1atP4sbNG3bFZVaCG7KuIHHy1bSIdZUhqJ1uCOlAocL32yDWZxENqDYR6YxpLYNkJwU1Hy+GLgC5v5ihfitKKe1Ark4W5rYTicUdhNKxOcji4ay4dTbXb9CWIlLrdPjeVLLVXlvBGE7/e4ZQYUqNC7zQ1wxujgslMgPelgOd0hZSJ646exujtcVOSr20Tf9GO2zVpxd604X3DUZLcez0DMyibS/kK+NSTYG69FvmvUOsa3MMmJDjjseO7aFzijrhdZguF2waRjrOF9Lb6xQdT++jcYg4e8XZrkBEWPd77M/OcPWJx/HlRz6H+17z2peFxkB8R5DvhQ21VvzKr/5zfPKTH8N+f4ZVdvOoeSb3V0ZQbU1hwW63w263QynNLXO/MA3AkMyyND866iJbcm9mC0XzhnbioM6mCcW25oNGzBVVThjrp2oRq/hMYtmLv+7PUJlNY1h2C6gU7PRwm5mnljTQOmCTmTvcPViyG1M8QxAan5qr8Hj/78yGbuVsqP61Vpl0cXJ2C36iqaBW1LoXocuyG6sgggBH/NJ2a3Nvvr95s9EYmL2WD5C5E6m1ggphd3LZ7x5I/e20HwpKV0S7d2XSy0E81nsTbD1pvDhHKLVncfz7uk2/M20iyOL4p3yvQr8mEV40cmttC6tdsMVr+W6CQsaK943XIQbVctrUdgeBszIEHUSyhjhRm0JoDxITUm6fkZZeC7P8pV5939dasTs5waVLl/At3/5d+KE/8+N3dMfDCxle0poCM+Ppp5/Cszeu4+mnr+LGjWdtzpZgMomoUCM4gmLTGOraBqMign6XUShYmInmmQFPUwSEuTLSQHe0FQxJ/eRNg62p2m0htADwxW0qBaUyeGnpsmYEKx+y7qA+EvKeI2dzao1PFdEa2kCP713sbbG5wURjGW6HSRGST6uP3ZVsiDMvImpbKGWKpCkIL9t6Ktqa90/wTFvFHMMAc5ki29Ym2xU6pAmcF84VHiKksvkmjO2g7c2YpSVQoRBOd08FQvgdTT36+7x69fHtuX7qQNrUDjZQfJozG4LjgH7Tm79EzohyqGPIiAv5juUMgkBSeNXGDSzr2RlunJ3h6pUn8JXPP4L7XvMavO6Nb3rJagwvaaFQueKjH/s9fPZzD+HatWdQCmFd91jriqXsUArbzpu+gaM9nnnFul+x7s+wLLv2t7uEnflyKWphdvfV8OGhnW2RFlk4rg5zLY7RHr1UCh1rhe5M0AnNZFyw3ctQi6Vbll3zzmrAyq9fBKHtbFJtg+Bupbt2tJ0ZVKz8aNsdNONO2M5MIlsDutWpexgnfyYs0CepqYJRwMVRnTe8l2IcRmhZytJcxF2CaGFSmprqIH2i9zMwg1Cx1tos7CTbKheeEJrrHuu0dkxwi3Fu7w7aCC7zDGzYgnshcSereSeSrDzTEOTSGUOoM6QbNAkKu5N6zWKoQy90ZnFMq47PIBoAw12XdNuVZxU7FDai9XXgOOAjuJB3fbvEehws/sC8AIBHPvUgvvzIw/ijH/gO/Ik/+++bh4WXWnhJCwUwcHp6CzduPItaV5SyoIZ7kVVyU/uRUB6R2ObVaZcIB1uMljWH5nYiFZmEAPXP4OPIyu7KhcaX8wOkAmBxVbV9kfRV9tbLPQOI6ahpDAz2exoMweddN8avwr9Qo7u7q0RcaOx0mKz5xHc2UYPG0WkJSlNSQSbIUQuhmJR6aqy48Zf2i6Qz+aDCjqjdtSCRzVSA3D/au0n41NDpk/r3QsH6oxt/54VDazRmc6exfwZMHDQH5aeOhDfoCYz8dsJswZlDveO4ma87YAK/s5aTmn7ChLc1lh7pU4q/lc4fcfd8TNNDk4HOiTCM+Z2dnuL01i3cunHjPGX6RQ0vbaEAR5EnuxMsyw5lv6Aue+z3a9uKSqsw1IxwFBnVtaJSs3eu6+pIgEj8C3VMkhmrDAg9D2VMUGYbSzz13V8Efes5gqJMgpVJCsATR3ir2F4LCbNfmydQ7FdUqrbAvOwWFCLsTk4AAPv9GZgr1nUv5o+2aM1hCysw0RiMlzYfSURinxYPm7Y+0X6YKt/OArSJRkQ2bfsza/o9UnFb7Iar7SZV4WtnKVI8hImni7AhYXEHerToSfGWkGRh+eSkrSms62pCkMFYz84AatuEEVCzlqtamvo8UrDR4oU2lPHaLyKXbk1mynS0TALKQgATmEt3XiYIZ+7bWU2lfh/ClrYX14jumrlrK42mW2syqbZrVn03EcU0B2g7XzCEJx2AzGsCwOww46amcMEwauDj6euXcnhJCgVmxrVrT+PGjRu4dastHEKYrV7QUoqjO2tsmTz9omi/yKbIsC02VjQHChI/W7wTTYiMisMADIyqTzsBncY4HL22tYTeLm6HjITxNO+rAFXxDyTCyO4w1sEebbBNZRGFoV8cn7a+McvmWVY990POb7BlGSvWXuleeMCmRZgQoTX9X+fMA87T8yIqsIaFUmI7Va290RZiOUx4QbJVC2PPTwk3MvK+80yzC3hb/AxKQqMPBho0T9stNg3zsebMsf+S6TBVciNsCoTw3LSVQHef40yjOcTgpuVybr9xkwKbMO7LPU8w+Pt4hmWsQ79I7GDo9pn1bLFZ2zAJBH9p3248ex1f+/KX8KpXvxqvff0b7kjwPJ/hJSkUaq34gw//Lj73uU/h9Kx5ELW9/bsdmlAoWNdFvKCynQYughbNi2Qh2W3UFpar7P/fr3sw3QKDTatwVwk+15pCIJfm1NVMEKYZCHVsCBFYdc4GZlErsK57ed4GTymCyIlAYkcHCLulcUjdBaJ0UCkoTFhLW5tYlua+QXeZ6MQzzYF0LUFb1tFmY4KSRiaHKDfQxdgiXlpLWdydhJg2AjdMObf+c8FJ7BPHbk0LgkDz0HYtRa4lXRZD9Nne7YKd4GYWQqNvOVlE01BtaweWnTHMbO7VLb+ltD5b9c6LsNCv2pEPCwMGzmSy+2oNrqWR1esii7UqtJI8IPite0LjrEyluddKerNP/G0eUnUMbVF1jhAwMDMzS2lb1bjbKJw30DGwIbwOrdNERh+F/Iz2LbQ+09guguq34rBHmMZ75NMP4atf+iLe+23/J/zIn/+Jtnb4EgovLWosMG7evNEWlxcyZuSDhsQtggIM9W0TFqpqlcu3fIIVIrM7g3W7XrVBSrRAOWOtckm9MnjMUdkWulKep4JCGbEKBDUxtCxJuaIs1vm1gI0RCBNXUwSJAGFZYylFvCG5YHAawv70BHvH8wucvkwOQA11vH2EpQWMKDyKLM1+PoHjZ6pDQOVpn5bcyzBlegfqENsx0tnTFjWkJHg5MzYfv3M0q891hJg2qel6swoRYl5b6xOHhMLthr5PUt4dvQlNp2QmYqf0XrQ8W0hXJk7b6WbayWyNJOa7Ffq+T3mYtm4R+tQ4Oz3F2ekt3Hz2+p0oKc97eIkKBQiKre3yGfFrpGiyoex21qChf9mnLnu617BfOu26QBMMtNu1NGdnIGGahQqqeOJ0bWDBsizYLSdSfhMaKkSizxkO7BeYMDggq5dEttNJn6rLhgkPSOYmrY+uLSzLvp2A3p+1/eK8t3uh4wAvy0726XdmN/EWRnovQyPQu4JFG1NaOrNFoi1NNJ0osHWOPtjlR9ztr+9NC5JhKUs7tyBtVfcu2A3Jq+alGgkxCi3GsCKzqmuki5To3HmBjl6w6BhweucH1PReD/WsO/AcK1I1IHbW2bV3zLtpIE2TQCfzItO0YjaYHZGfS+hNrecFA2Ib73qhYOMxlHGoHPOLNaE5jm/a6LcZuNkSoH2alA/monxWzizPnNO2YHyxw0tKKDAzrl+/hps3nsWt01uGWI1BGTJyqdzUZYgZZT5xkmQPz1jcXa/lDCxagm6ptHwrtUtzuJkuRj7BYttGkgSHBtDBwTUdROT/ikYB5ibIoJoDoZa2vdLs6pO2iJN3GPhJIM0Rm7mC4DTLrS8Guom8H0P9+3IvEkaRO/4O0zFbuISx6vqNCYzAr5ggm7QOMY5tcrdt4GH9QSzOtjV5Vo2gss1MIofs7D0tMfOtvr0rYdIwmUZOUV0Kjm19qG6HTEn6aW3NIx+I7TITKOe1DXefh+LRAXqZgVs3buDxrz6Ke++7D6953eufn365g/CSOtG83+/xb37jV/D5hz+LZ288i7OzU79fwOzruvunOppiNi3Bdxn5AIiNXWvbm44wSJgZu90JLl26DCLxsyMMZFl2ONmdoFBJ9tc2mD19KaXdEYsRFVv5tSLgPyyU943rZF/3Z8agiajdCU3UbPKmj7CcU2DUuhfU2+423p+eoq7tLmi7s5rb6e4mVHQXkhKoNEbGSebn3k01cPPMZAAvsh8+ZGtagtLaFsHlT3xDGXIcvHd62+52JxbHFPQwQ7Uf/GxIZiJtfDD2cmpcf9e6SjmSlfaJtn23l5yl3/f77Gepv9s5alUkai6BbG2gdN57vcHMcAQbX5VT/pHRmXnUEYDNC2VNejJfx9N5JppEd/d+Zs5RJK+a6RDXNAURwlydYKW1Y9ZbYWYWGiP5EItzXO9ytjVECiflt0DQTGMI9dp6b/0/IY6lDU4uXcK9992HP/It34Yf+fGfkvXSFz+8JKhgZjx7/Rpu3ryBp65exVNPXW3PkRvVUIC+ofwu/sXnkwLTd/W0uq5rOxDX9HGg6Ls66V1H3Tb4NL9z1UfNgdMVoCOS11YwURjKDnR4YW5eYtkCqzRZXIFQCuwMHQO+bYJdKYuoNKjrhyYLh6xUjE/YjrcpORuMppteMzCmC8j1QmyvaTL9+vIIERmWdp+F7OJy/cB3X2md8njyLpoxqNg2A6NB8I+jxU7DBqjoaxSENYUeZo8gb2at44LnPITaL+hO43RUJ4FgD6eZn7NDq8sv/J4z80hQ1hJmZWvcmZZ1UCBYFm7qm0SWKRTz9s/TW7dw6+YNXHn8MVz52ldx73334dWvfd2LrjG8JDSF/X6P3/z1f4UvfP5h3Hj2Ok5PT63xy7KAloLdbskoUYKiZ0UBTVPYp4kZG1njKaqstTZPq9R26izLDrvdpaadUPM11E5PF9slYCegk1ByZszBz09EIz5IKwQ8JpSnKNTuE1DUq4hd3XKIJuIaUfamqoKpyo6sM7mutErd+wm4Snu03UZF1msoMRf97YN8VLvj+o0KBEJzB47qmg88dVax7dPrAHDz97TsUJaCZbeDMXH2NvI660G+yW/dhRSEa4vnO6PO0nsEP1NGWIt3JmdFpJZxp1j6jOOPMCDUWYhPVeuMC6qRIfaI1t4jaCeqJYR8olDYCj2j3GIV2ud1DdoTw7VCTb/6Cf+h3APaSP/s0LpAUk5qMxPGdSpmNncfJDvdaJFP1cFD3HO1lqSZZfoGcNj1kY7vk0uXcd9rXo1v/qPfij/54z9l55JerPCS0BTAjGevX8fToiH0gfrvEbmBAXYNoRQ58BMmT0viJgoTOEVuLOMldFTbegouqAV2gQizOyQzGJvGi7qolip1dBvx54Min+wRluYIgvZbhnFrZhaGzX5ujFoXRRWMW97O7Fwo+WE1shi5yv1Cn+YU28B+BCmqky8KiLG+PoH8BDtCw4qKE/qhZ5SzdmuTM+QhfUnR7KQMTSlhX2uJk9kVqLyAGZGm96UIyA2Gd4jBHQozwQCtWqdNd7lPy7gISL2oJnw4aN9bIw55n1f2Rgyw+QDL/Tgp3g5icn6cG6ITDv14vwiqnmpOUuLprZu4dfNZvPWd77pA/Z7/8NIQCl2I6N5U5CrOjtVlcntqLMsRGGG329naQp+v7rn3yX0CcEPd7cQw40xs+syye4mWtt+dL9tuJMlQcwbQfPUTid0Yc3NWP4R4+lwFnNNtxUCFGaGIJgDxf3R6egrITiEw+8lnkjsTsEPhtqaSvXoKBXVF5RVcSqqbIl6IHZzDjWcDU9jkx7HXVNCGyOyoMmpUSue67ttWXRUeioI7BBbLS/buwMzV+sYIaxCtAVCWODZcIOjFR6qdRc+eDY22XIa1hV5osmt5cXxsCYaLhIOCsAvJhHWHoUfdTcsOfcwQn16BRiAdKm2hDuPl0LrCeXXUPqlVBbbCkk6LMkDl+TZNmN2Mai/Hci7aV0O/TIRLrtOLLxCAF1koMDNu3ngWN2/dxH5/Zs8ADMyUoag9M0iLa7Ct7bzpmUEWMoKww8WtDEap4lZ51Xt+K9TjMtWSGUs3chJIS7YhGKK3ZH0dWF7IFqaUTCImjV/i2ME0Vk+hzdY+4npHxIbQaMtOzGC12Nux5RJaCegH71zoxQ7yV1MhyNoG/kmBLjXxRP/7FIZCTDcLvZ2fpS6yzUyYRCO0n+yedm5OYLZONbNI4zlzjWHLdn1HTOZAHW3MOBZv7xLNkQ79jpDHBcrPA1+ENrK2qHRhTLpZ60DQVs/OBUc3FGZMXQYihS2DB01SG2VvmZeiYJsBgq1wdnqKp568gntf9Sq86tWveQ5a2HMLL+qawn5/ht/6zV/Dl7/0BVx75incunVrEApEBBTZraE7BYpzGcMCrJ4vW6iyO0lPL2tQf/RZWDjTXNcV+7Mz1LVilR0z4HYy9tLle7AsC052l5oNctLh0V68M19IussorxUsS0lpNRSzmTsXJXJX3+u6yunQNU26dmrX72jYr/m8QmU/XwGwxVcUnDUSXUBTdZzct5Td31BSP9nuI2NKIoC0elsqtAgFZnYbur7gVu9SFmNyySYfmUenMdikZUeRPGHuDNguJFtv6vKodQ1tF58Hz7Whzrou00xWAEI7RYDS/3ndpZmEjnhvQ8/AdDxHn0cePM/WfGQi3uofhS3FfHtkn9tE54/t0FIGHtumE+QxH/0chUUWBOYI8pygB/nb8PexFvuKmdsFTZTXwHqtLbVL2E2Yxs0FaJrG7/JnNJ5w+Z578JrXvwHvee+/gx/58f8LTk4unZv/8xFedE3h2jNP48krjx9s4OSHnbrxYejXBQIRoaCAqTHCUoswA3+v5Vs2cggIzO0QmzISFnzMst7AxdTMqIb3KMoGWUKfGc058A/PQ8Uc2E+YqNXHBxiFtmDJV5GxvwmAztoy5hFgfZq8Wl4BcXNvTWifRpYxgMnhrHMmUCDD6Pf6a39N2iKUPft0pCkL05P0ZvpgTBgzp7rM0LL/Hlo6fI6awean0XS42WI6pW0SS/51Aa1jYJa/jouYf9RYe/RLuXGGDKMcaPXq2mpLE8iEjHFGJrBJwzz7POZjcfp8SxOI6WOYgcQhXgBciV4i3Lp5Ezcf/Qre+Oa3XEjgPF/hJbmmMAvWSLp5JjCLZkUpUJ/4ypTaX8FS1I6+pvyStlAVCRecnJxgD2B/tocO3lorzm7dRN2dgMR2vCwLCrWb0DSvUlp6AmyXQ5GT0lxlG6V4S63dBFHUQARJV8J4VxTNwuwLijI6G0DaHopWm71XTWmrnWdoYi2io6pnKCpsNwZMcDEaWGunh9upXNUI2q1lVJamvVCuj1JV4sTd6uNgdtBcZihS+8PWDOI71r7NiJ4riybgbdgHo5PIYG00Q7YyYeXHMTSagDLaHpnQ+HtqSuraZGizodzNiJ5ZYPKmHE5ol4Tpdy+Eslm2xaw8J9hjOC0pZpcu36d9GKGLbioUj4g81qZ5lcxjaNucOoaLsuukcSAAQamOOpjs833xxEELL4pQYGbcunkTt27dNCdx/fvzbLCmHQjCAyJy98FeqABFOrxDeVuIz01K9gbMbZBSXU24lNK0kSnW8dkGW0cwQ7jCdM/ffyuyQwcXJ5PoYFAtgUDigbWy3+xGwvyiqUfNRT0fMoSe5lq7QL6dDi6Wdj5haUp5PKTlLeGFDJM80bSBxCw9Ej1s9GeGIYQELcqRep93HHv2vWPuLd5U5jTEe2DMXZTB9xrpIUbmgrnzqTQJCqg8u5lY9nIvEmwspek0kXRDu+RMtnZubVI60Rytvzq0vqWBDkLC0cfQB7N0I2cIVPYCIXzfn53h2lNP4Z5XvQr3vuq+C7f13QovyprC2dkZfue3/jUe/fIX8fTTT+H09JYhOT1HEO3T+XL1gEpI1hf6RqOx4de6x35tB9RWsbU3z5jctmpG+yIo7evXXUyK/ncnJ+2u590JFj1tS7B7FfyO253TqSiBYTSp35ohsKBZ+ykTW56v4vFTHeDpIHV7s2oQ6uiPpA10LaJKW+/bob2z9qlnPmK5qonoKImoXOtVyk7uptihhFu+mGHnE7Rds+3czQMA7KCgTV4pt7Wxt2X8jDZhzaNpQzVPTrtjYibAu+YHsHLWBHTXkcao677dn71vn/FkbGuTsKaAMP+LLwDHtojpfRzqUPC2nvmG6tsk1SXGg979EYFPzKfFcu0zgqRtQTCYY9nXFsBhp5Y1n3pJnTDc+JNVUOd3cV0ljs0+YdQqbX60Kqa+ivdejyagTKOakuPjvv4DOIrmtp7MQJuGe+69F69745vwh775vfiTf+4ncHLphV1beJE0hYqnn3oSjz/+NX0gnxgGx3QYMncN7U3N8b2hOollnaeDqdqgFQyt+sdBVKIHwApXtHNZ7WSs7obRo/S9qaAxiDnC6Af+gF46NfOwLI+TXSa/oC2RbMJoCkoBamm32elqSWVdPwmoJ8zOXttq7UiwNZeAynrEZ1od6VpNByJT3jCBl5H4qD0eDOxx0wNLl9PHPooM2MqRttAdUn3pzlS9yjYEjNHNtdbRjDNHk9NqbrxnDlqXakUMEB3OL6Xv6L2Q/bxF3Ijb0zzpQ6LJU2+noTxl2iFeMvHB2yKDg608ObEaY/bal12drDx4r20JVNP7O42BiHDzxg3c/NIX8ZrXvR7mXvwFDC/amsLYn+3BshQsXGyvf0L9IZAn7MRveBEmsSz5YikLsAB7dhs7qguI1qGUEA5BzisEPzjEDMg5gVUFjqG9tm+9lCZmFDUqckR1E40PrEC6AStHOlZm+NTUg5Ia3hvTBo8DthSACcuOQIvvUsJ6hnWt5k/KbLuUz19EJEahjat4t1WhoG2i7/tFeL1lzZGmFnex/fczgRHRW85nnl8cXswuQCN6j8yvcgUKzFtrFpi6duFMXQXrspMdaYvSpUwzjoYIdBwEnGdEOLQIzsyoqChMaNu2NzSL/ndg3qUEmjpGNhVwHiHUy898jLT29TlUz4kQ6qxSuma3yg68Ch8P3ubtXpOsOfTmoDl9I27zTQ1egcmmi0hyaf3R3PRru+nC9wtrNtLwggoFZsbp6S3cunkTa40Hy7yDCNT8tWHsnL6JVAGGMgWKi0WC+U1LyBM8bk1V2hIz5nHQzjupMV0SnK22Tz3lOq2DPXNG0CMUfTVVya2lRoEwZ6QuDBSdx2mrl/dUQE9hdSpxY3K6cJ3rrvWQi4i4oh0Fj3c7WE+lKkaJOLS1oLmeufehZ/rDGJkxyj7O7J0MycMmk2Z60EXpkTG6IFLBqpfydDIgIdLbCeeZdix/BQWk4xOIY29cR5vkcaAPzvsOL07ejRROIw5l6fuscWzlltj0AYE502bmgYy8g0CDNn8M8WdCiKhtPX/22jXUWnH5nntfMCHxggqF/dkZfvd3fgNfffQreOrqk/6ik/D6KH7bag7u33HzFmo3VZEe6PJFZ0IBnTR/Omdnpzi7ddMGTUOBwj71piiussOm2crVN4muExBaJzYPoTrR4oT195Fwmgw+5lYugcWTpt8ipucLvEEUe6OdIMUMGWs8tvU9myjBZNHSVDDBPNI2L7FVfFHtTQAkey7Y4uqzpeywLItPzDB5IlmmNfQAgPxD459nN49aXeu+vM6iTNpNefM7ipWFzBhD7M9lKbIjy9dd+vwaunaPtKx56N+BejkzC/2tpoYNnjXY9rt8VWtsB97dvJnMmJhnfxF+FNc9EPKxpMzTvkhjohNWs9CfFenbLq45ADA/ZpnORFlqu5m58hBDTkACgN4CuB1yK0fzsn4wMx790hfwj/72/x3v+sb34If+9J/HpcuXD2V618ILKhQqV1x54gl89dEvG0PFhBkMPzc6ZECJCfkDKjIi4lSrvh0GWlfsqQBcw0Irj5NcJ34YIDZQom2WtNxDaCMM/tnANzVUKe6YFZtMEIFAuKB5+AA9eeEN7f+gWWWzkdtpte2VMRMKtbWFrrJeVbbagDgc7gu0aN2B89FpfOaPZ++362/KZRdvxmhV8+nNaL3mOTAXy3ObjmndKDP3nqZDDGtYBDUZ0633TM0c47ORthG0DeaknAF0HI99eLF+1ufzPIaYQ9tl09m2hnAhzUhrJ+Nn1k/994uYRAmEmzeexZc+/zAu33sPXsi1hRd8TaE5nGu7ffp9uoBi34Bez5tAE6+fGtwUHh3GhZKIsOxOcPkeYH92ilO72KdpFSQnjhfsnDnCB4udrA4DQgFdU//2hsAb6tY4qrm0iFG4ERFIb8BSUuXuW179xDIDWAT9NEFxaJL03E6FmuxyUV9Nep5hLyehqQnKy/csOLnsi8f7/R51XceBygyuK1Y1ragw2e4+tGlVQVjGVxTvwb5YMCHF88lnLUA+xhrp1UU5UboVzKu3PZkHpN+djI5gImprQLUxAuQbxubM3gXl7ZgTdPzqHRYN4FiF0Rj1mJ+2k2uJ8/xdFm+AHPurabxqnTKjPhySybf73Oqj3N/nlzMKEnJgqJoosK1anZN3NHFvZiLlXABj3tXwgggFZsbZ2Slu3bqJugZHbAERG44nuFmBZB/IRArrYykgPbd0MWIY2CFimyjLrrn9VQYmzNm3wiptzihm5o783Qdo243UMZVzJoBrUe70r694KEpMGIeQlSYb0Z+6Am/vuDnEg+zG4tq2nDIboyuycKe7mBT3W0exmNwYIMrMPmmHSqswyYSmYv1ItL1uMm8huTubQLmNZ8hurjV0uXRAp7K6UW9mJNMeOjLVZDDTOnp6Zuh8oGHjeXRUp5qvIiYTFJM8YrW2YMewLtRrDEGT6zB5qM2dCQbPv3cr7uM9C9KLaSVbbekawsXoHceTjwC1GuTy/fu6rrhx41mACJcuX74tMHAn4QU5p3B6egu/+1u/jse+9iiuPPE4bt282Som7SI8GwCZTyGbgEoouV1Wn/ULRTmNfPcRYXFtMsCHxrrucXZ2C/t9+9T7E4jIPGe2Q2vNvFJKsZ0k0S5OINul0YopduZiWU5S3CIzLQoP497UfCe1SuvW2X2Kr8JiVR9G3d76yGSY9QR124qqTCgGRXGaz17vnpDK6Gdd/QDflobCrPdjL61fZS2nNxWpACYUGwMjQyIspG2WTwgPE0Trq+tBelI7oA8CgLC+w5ZfMNsFDSKWpxa/dT3z+xk4QzlmiMdd91hLsgMt+mxSbbM99/MdPaJ1DTQztBlryGAoL9Qzs+200zq3NpV7r8nPzZgAJs2TTXj3HKMJbBio6k2ZqhnYWY+6TjSKCLom9YqCttvbH+cPM9s5IQ7Mxdp8s+XCKfVwt/mm+SgRSfmDaPjshYKNt5kmKjxA491z771489vejnf+oW/ED/3pP4/L99wzpf9uhRdEU6i14vHHvoqvfOkLSB0SES+PKn1EXVuysW/ULBwGjD1HXEQoWLDDCRhNQNgELW0iZ2djzgSSRtFNmiYU2L5bUsIw8m2gtNna1bf9KlTkYHS1QXP7wRmLA3anMar00iGGJE3ZLaXd1Cl02mSSTNxMQNZutRKWstWLsWG6p4qqN1B66s+AeJP6D7KF+MhcOaYLv72LNtp3Vo2OmVKh5jrFBE3L1dCs3uVR2+KNnwsZBWKP6LM3K6U5P0saWaxPh/hJ0zJEi9C1vhHLxxbqW4YB0fxHtjto7oG2OBVic190LeFc01HHU7xNbPBnOg+UG360D38gOfoY3dQwzpuzk9c3rl/HI59+SPjQOka4y+EFW1Ng+S8OmZndrpeqqaMyDMr5B+TYCwKLnuRBLqedJSgo5QQnJ5cbQmS/zQ3C6EBZaKmvo2aLl3MLegKaKJxXYKxrQ39F7iNYunZYgnCxD0EuBDS0CYiz1Sp2fW7be5knU9Uaxz5tWjNjWRoqXW19wBlLL6CTKaOUhuxbVNDq15nqbXZtYuQT2xxojAK/43lpghPJ3dS1ogiijv2Xd3RxYE7t9xLbEdp4jhp1AsfTrlbPbhy2Pgn0k59fUMRv5RDa3vii2tusT9ycY1oNQ3xLkfWDjRn97XA+5KeE5oGemGb4VIIqM4irnFlpW1UXETu91hGFvjRCIiOumeSkUbuFrZFNVQKEczkdY9V8+lPd+hnNvayDU+kMmlcfrF2UxkJyTeu8HvZmg/HH+DMzZNQUNgmKZY698byG51UoMLdFybPTU7saDxjbshcIfUMO5gRElDMGXRRC/14SzaR4K7eYuacd3BJhtg+dwiNOKqW0y+lJzDwJfWTzEBHJyenmY5SCYOgRbNKCMJ8ko9uDEUn7QBZcOLRpNDeh14aH/OJnawBGQTEhFemL31srdltmhRFFwTALVTcnHEBhSZsx2krKfAuJu9YQEhtjiUSNROb1p/a+6EYKFXJy8Uvu07b7ipMZwXdueXtMEPgWqm1SEfPey9H0SwWjBIanDJUtYo+J9QcHwTCOzWmIzLrLcDRBBgHc098JBMt+ZC5BKGQ0r8W7lu6IX5bLALiQGvLdCLdD79hO279rrTi9dQu73Q67k0vb8+A5hud1TeHWrZv4nd/4VV9LuHUzne6NjLD3a67ft9RCZTDaqX2e7XmMO3K63pQ0lte0g4aC97I7ydX/Zdf241++fBnKLJgr9md+zy8RYbfsQFTa3c8qfLDhOTRMQkPahjR1zUHuitjvRdjWNG31oJQBSjk/odpa9JEExLuedaLI85rXKWKIbaW1qOvedi75zWJ673OjwXz0K0CQvAoVix/LiOUUa0s5cxKYcRJxEZGJTy1F42tdW5l2l0UjxdYe4tiwTP2Nrvuc7U9t3QLUtDzVHrRmqa3VS+u6muZjAo7cX1ba/hvGBFHeFty3Ve6cCfMzod8hbGZwFXQsZS/infdC9nShk0AuP2eML44hBQg137ym94xMmXCoQ38OYaYpgOLutwhkaGiDOI6jBtu/j2XNAOkMMPW8THJ1YR/bSgejhCqenXXH5r333Ye3fcO78c53/2FZW7h32k7PNTyvmkJdKx798hfx5S9+Hstul67jG9YOkIVve5/ACJJarChbIgyCRiZrw0w6QeAdTsFWG3LOHVoAFLtEpJQzcygHtEHMpTQVnNoWUw6Tw5CXvCeZaDNFNk4YLz+aHZyRSEXSYPVBmoerMlydvL1WED+dqpivn/NIJro4yLXdudihNZIzC63u7P1h6yEw4V3gbJcmKDeieTEQGXa2NsZGGFSH7ueG2mmAG/FZRJfy2weOjCUZf3YlqwhVqqYRFGasNdYGfUH20MeseubSvzKttWrJm6ZEeHvGKjfBVQEdz5NxFH4Mearg9QedYNB0Oud40uhKR/js3x3SHnraKMWbzbox7cxcOgtbb2cCYZZfkj0BCA7tGH48e+0aPvOJj6OuK9b987e28LyvKajPIJXYJUrwiDY7VV2FwigYJF9D/v220ZY2YY1OGAPq9E28W3Z3x0Y7tbLGS5fuwaXL9zStYd+8iuqNbut+L4xgAYPbbqXaNAbds8/MWMoComqagiOY4OmTyDx69iMveVQMn223k+9WcjOOM2ITAIB7DM2j0tqw32anp0FtsVZQ67LIRCNp02XX1j/WFcvJaiYTpF1R1fLnlcF1NcFVyoLdbpeQsLZNvPtYaW/joq23lLKBmpEnp8azqiuv6Ge5tpUxZ21DXy/RhC0v6Uu7HbD1cZWytU94kTWiE7L8FECwMGMqhmYsRDt7+2PzraUIeFbvvo99Psnkqgwu1dNfhPFuBNaGrbkxI3CJdeHICI1oI/VcOqamTM0jaW1eSm/m0vRJM9sIz9Wo4gKn0ZMzd4EQ50qc61FTej7D8ysUSJGqDuQ4qLc6Wr9JF5Kj2JnGoJOCu/Rp0atBSkuhgzeaJTIN0ZdOe1eW5r651op9OcW67s1/k8atXF3YGSqmhhKVAaCdnm6Ezu+NUE3HJ4XT7fbPeEWhb2vUtHq6WNEpI7jvCANyPtDJ2iwjLRcK/XWYjNaOlUrbPlrbOgvXtpW3HbzL6jJzxbrf270UAFCrXPCjrrdjmyBPJTKNZvsugv5ZZpSHg85dRtSqsrYUL97Rfoigx2z1pQC1AQK4u6S2O7Prk0RAGKc6Vpmoebet2yakWM9eMKS2osgoyeaGfszaL+e5jZqn8TqarN6mSR7IbBKmaLyzGsxMTX36aDY6ZHI7j4bZ7/5Z1BLi/rRB05K/Of3PTUAdCi+AprBgWRbsTk78jl9kU0T7nKcfO0OEA0eUKg09xMQw0FS9XpaCXVgcnJmzjAYo02+7TE4uXQbtC/b7s1ZHcqbMXLFfV7DYAsHAXlxpFzSb8W53Ap2AzAR3kFhSqbo2oOceSiGAFpRFDo2Jl9bGeCv2+7Mp09P69AYH3TnT5IcwvtB6utPHKBIEVgTFRyGl/plan4ifqKVph+teNCYWE5h4XlVtjSu3hb3abO4oxXZijeMj2LC9gjBTYWRaw2QFCMV2JxkrFo2xZwAkiQgUfEuNJ9CdiSDl12sorJog10Y/kdjVFQnWQH92XW7CQcxSDW80jYFsZ9J8Es1MMrN5pe0dQfZMMNyNMNjatS3I27rXGA4xdCKSXXjbZallZisfBWoOIvXv9up0/nMBhAq0hrHk5W6bs+5+n2h4XoSCqjjVtmbKAa5lMQbtKtCs0R39uXkpModOZTaGkIhI+Wk6zUvRbt/tvWBQlV7VOqKCshQUMXtoXPe6SsL4dCID6lepLnsAC4CdIwXRKEiZhUoyhLULDvUtbjpTLUA1lnSWIilT2kAsY3A8LZtUWgrYsdPCGBBzmzB5QJh7bD/XCgsJs60LwG2/VZN1q6MhOCqaXT4/aohk/0bctMm7KOxKItidAtqnuR0SgrDiIpoeGBpCPhNh5O2igjgwcGMILnAA2KG33i0Ec9HRYbyLxSS5FQ7Z6Q+Fjaqk+mzl2T+ftmsAhibETYPYzq/Xqq0/VHiLVIvvthD2IUHKw7i+WIjm8E1BETQEBR+ztkyaBLyt9vsz7Pd726BwN8PzIhTOTk/xkd/7bVx54jE88/RTjXA5B+BzgUR4+DbGqFap0FBbWglaxkxKRgYRQ+xYwHd7+ECaxc+7mexd9dO+zZV00wy4MlAqiBaU0nbIVFqBWhoirhWMFfuzUzsP4Xk7A90tJ/YbRFgQ0DIDlVdx7y126Lq6UJM0ilTbuqQg6In626vdOjBj0LWgpgk4YlXTVNwFEtNrP7Z0qwlTNWNpilKKu9RQzaqKC3JbI1gmveRP3A5rTWARoiwxDRXVtoGSthUC47R82ztt+5RZbwO3+P44tvmhttcGI/XxZHNhbbfHVQaCYHBOLUSpwCDZ4ByEjW8tmIdDzOSQQDgv3K4Q6uc6LphuAA+ytkadlmZ0tVjb9bpD4dmXYKDlUDmhnklDNXUT9g7c8Jw+f/zRr+Af/71fwtu/4d340I/+Wdxz793dhfS8CIV13ePLX3wEX3v0y3Z8X9XSQ2pPHIgzu14LSR2YPIv5TSRvBpv29bwTs8okGIDc1iEMo10qoyuSBN0myahUUKg29xLcGJ9+umBo9S5UwEv279MWHIM2xE2r0PUEt6F2FbJxpQyzjajNoR6lcaizbgqozKB4HsL4UdbicugQX9TsoOsuZGc8fFttBVey2+sg9nxKXL4vKU+k2GeZSarmI/de9PlMUKrVj2MLqibX5RCk0hZjich1hn6N3spAYbDu2gyMRNcWEvMUqVQFIbR60sCZXLZFp2w52igQIrBycZxibGgGDgEOz9FhnvefXZiaekMfx/FyHo9PtLODDO4lvdREijqUI/LW6m06LiqAAlfAs888g09+5MN49to1fN+P/CiAl4FQAFytM4ZUK1j925BpeFC/7n4KNqPzeH6h5RVPO3Y9wyPjO9R3s+6YaRy6CFUDfctygmVZsO73uFVviEq3l3c7lGWHk5PLqOsep7du2P3DBEJd9+2u57ITOhgrM7A/s1043gZhRKldu2Y0pUJXGfZKgs6DnXg+wMf2iH2gwkBP+46mvIxEN9taq6D8WYTdsuzAegsYdCKqWaSZH/f7PQoVue+ax0wbIV4HQ9qZGlv7CDs3ZjZ2Du8HhqqDVmvNDKrteznHd/mMnkO/2xyR2/4IYJBphuCKWimcfA511HGmO7dITJtany3ByvNND1uCY0a7jr8tU80QP2iaM232IhrD3CylJKvZ8GKMdwaePPuWaWTwWR7R5HsEQRN6Y7mDhiS0E8QsliXLnWsz54cXRCgoQ0o2tMCwWlD9iDYaGCFe7JTWeLVFHhCv2Wu79MlQrhl2Zc4BsDPNQgvcdsOGbkm0o6UU1HXBup6l077MtTETWfnVZc+6VjCpqaUrf8LAFBXlLbSHBsvGLgoVpt2gbCYr92s02N/1s9siNy3D5of0EekYWZy5sS+a66G8uq5oO2IbwyEznbRMZwh0JhhGjXPWDBtMLFRhXO8YfycbN8ZxxRy/+3i2ePop7hZKWWTnWDHPAPF+5X5towkFhi1CiwbTWk4lcK5dFAhDP9vzXG6mP2sGea6P4dy+mDwbOMFEICTeEbUa8+k0SWu/2T5jvX078JzWqdYyoT76QTuPpWeNlofxYhk9D+F5EgoNBe52O+z3zVbc7vFlOS1JwYe/TqBmp3dtPzfCKH09XmPQcCY1G9Q43BE9Bs2LVDrZhD45rQtZcL18+XLb/SMaQKJVTjKvtBffSK0tKjFAZ53p6gy6AN4YvW8xZQLq3k8eqwkh1rX3GrlVSUN0kWG1xkptbG+FoSw7Hy4MoNRq2tN5QYUXiwZSw0ljgJJGuCwFvBQzAUQNpmQJ7zL9Akh8Zq7Ziu8RQ5wWUeqyiHwTgRkOozlShe0uos6Eqre2aTBN2YptiCFtZSU2tx29GWqw4xsh4QyCCdS4y0UrGTWCLExnGkQsa6AhCITQFN6kmo/eEyIIqJ+7elPgFJuFfFm1NlatKoCvg7aCrSDiU+hclu1F/ETTwKtmtbfIeUyS6zVRwxD85NgzZX0ndTs/3FWh4IOjohSdOM3dtG8384Mi+gmgmRHKuF+b0vc4uMPzoBb35g0b1PATsIOWijHtxDJlcera6qf4eLc7wbquWGtNCVlobbuuvHfVDFZ1B5Me5hIkZky/hPoyzD1CVCEjkommkX6CRaLMPQOCYNA+MYGg7y1Du6NZ1V2mPOXOs6OjtO2gFZ6Ht61MKBG0dnYkILhoK85KjaLAHn1n7WrLtNTTH1ll/pLr1ICNpA39loUt2ThIWgQV6AU7qfxOWyNqgiFdJkU0rWsSCOZzq5XjznwcHmUzz7xNskCYzJ0p4j4v1wD6POFGxD6fIAqGjvKYOqZm1olN+tkZswJMLUABwEjqtsaTtdpY3iEAEle7dG0I0J2DSSNi2C7PrcX1Owl3VSicnZ7iE/d/BE89+QSevno1ncLLfuLHYN4m5b2bLZSTwhoN0AYf85uZnjj9kztKUcr24B7PMOgJ4lAqdOEYgPn9ARpS3K9+MhFAcwXBMM3D7l+Qf9XUVMrOb3dLMca6assM6A2u9USbrwmpIYd54Fob5ix+O1hmaF6P6CW1CENjWWRntBPfu0sn4ttfkPdSAlBQeqvc3VDB66lciHRi9VETnp6f0Hr35pRDpor4Xtsr1i1uRY3Ag5l9h5f0CYuwMnHLvruubUaL90LPT6X6+lDLI86Lui5oDvPYhPu0rkqQU2bCVYXnYPYRQNIqme+vHudsFkibTC6EzEdHoQ2hKxBj389ndZ1g1RJ184fiLpOZPCeZHG3kOvuz1h6pGucHZvPB1brh8Hj093lc9imuPPZV/G9//+/hre98J77vR34U99z7qgsSdDjcVaGw3+/xxUc+i8e++qg8ydUYFig7VJ9MNmuPYiIjbt/TIjTm2lTPuAC2+Jb3xiBVYRbp0/IVOahwivTVtZor5cYY2mEt0xTFjLCunAaZ0qi3lkWEFPCR162jtafdNAf1FKrxZgBRJwyN7xyBzpCsn69wIKu7hwhu02YwNcFQSju1XOU8R1wXKUEoNPLXsM7AILh5rWfcKgCjYJgJhJkGEQXCGAg9ZxrytD81i3XCRic7Qlv2pZBvp3TTfdRwKtTFed2vwujGA3SSCmpzYDR/S1BbzKSielhOd3xpHfv506PfiwgG7ut7gClKRV0YxPKHTMP86Dh1U4rCLjP5Z4tc1wpnGrbXuRcWW8oWhTK0/qMgno/LCCq2AhHh2jNP4yO/85t493u+Gd/9A38Cd8s/3l1eU+BwaEumiPqpBwbme0jdifb82Lq9hmCIEXNpCuR5oN97HNAzj2ymUMZebVLoBIlpFvH9s1/PGndlZ+KFCDu5d6GdRIbZpZVxGj/mZnNf1zMwF1MVI/MEgh+fqucWQjsL+rb6BFmQ1msi8zeNbK59adv73dK+Y6zxvCx4dJ+9agCFCmqxTsVCBVx8rYDIGTyh9SmWpR1VMGHWzJNV0BcgZpxw9oO7CTgzpfW/be0GkxCRq4QqTN7K1J5WvuuN3T6KHpaUtrHzGxtzwAZDGxikUlfNQIXbZUsyokWUohDrjmmomZKo+OIz9DY8ITa2BUPO3PBAW2zHbDPfZm4ao69hLxinzPIiMJx8uCZ8I/1oC/2xuF4YOJLRLOXu+DvwL5TxUnh+Tl268crKR6OmsAFwIu13K9z9hWabrJ3LZZ1Ykwk22FXTO6D3gV+CYEjoHWHAIUt/2kQnTt82QogXpfAwQTTdUhaszH5uQavKbTIXExp7qKZj6x0U90qwMNwqJqbgjiO0mR7wGtAaKT6i8Di0i1TLhTXSIHbTUmx3VwWMQWHm6oFt8rVLiQAowy6EIluQwQwsDRETYEKhlaTlFiwIrjZqbYKGGVxJFKAKsDoYdJAQHcgdVNW7MKBTztpsa66I+Pv2J29Y6w4fq74jScHFnPkmgoTzuaM8audGgqbUdhqJ0IasP5mgUo+17VrTzKRmgmE8VT6lbZY+xM0xhtw0Yop/cYGQNQgKqH1IzWFcpiyCkIv9jJ6EjtsHjTjS7tG9fy8SbLh0FdhqhgReA0+4W+HuCwVl1CSLinoCWGzDy26Hwpx2sszCllRsecP5XUBrgLqAcAYukTJ6zDkmw9SEEHgqdwdttCgmITLm3U4mO/pUVFj3esNZi7/b7cBgu+fXhR1ES2nlrOuZIVAgevrMJ7StvFUOyQU06yPdaS+BPyiyAsEWojnEBTF4JaPLEDmisJSMOp7TAcvxO5DahaidpkYluc6XgVrBVFAWCAoOd0JMGFLs7y0GB4y++1tVRua3NfUi62OINV62khLQTk8zGsIPoKgUgmqBUXD15abn4eYXXWvQcdHuv24ASnf6xbYIODrMGfdfZeUZz4tzyO/P9ue59jOatVy37PT9JCfzLiIEJiH2yVTHG4RALqoXXKUTUNNMouZx+ySfG+yedLEmRKHba8DPV7grQiGbXRREitq7qpuENvnMtQFHVwbb+UHzU9ZN80muCM+l/Myc1AZ0kvuW32TaB+2mt0NnupBMO3ZlpFGxWkerkNHF1djZzZ6MRAtzu0xHn/YmJEdvjhTjvQsR3Q3tCmH2bA9aetTMLG1hvTUeB1ttQjkJNWu7WNOneF1DZ9rkjIcyaK4V1TSJpQmI1dPFvfMzs9CWCWkWfzPEwaHDwtmnvyLVDORBLWGMwcZTM3dlxHeQJhX8gnipFPHA2l4XoG33rRUFrillUANZ22LxNDATdLH/NH8V2GFusVdnFqL2FDX9YR5NxoIOtaSnnmcimcqEWf6ZDhsfmsUMOIYfFi8oAtT9jvnfSThPAAzmNvn3EAi6nXBXhMLZ6Sk+9Yn78fTVJ/Hs9etiK2+Dcbdr0m9/dmaNr8wNuHgFnHGrCi3P+4jaMPaTBzQ0K9GE2SEaOnpUM2hA1s1lcYFZmXWhAi4LuK5Y92fgWrAvewSrDFa5n2FZdoIMswmkyvsmUEnuZ8h1Z4ZtW+0HkwqTqjdeUWtR9dCpXjwh/eR75/1eAwKakPBZlNCe8blOrWVAfEexoVg1pzRB55qK9THCwmsRzaSya6Nwv0yobXG/2N0UsPd92LTPDqaVVmEGGs1BO9rSLQcbtVr+wsYDAwvs8Xt6Bk1FBI2VrH2l7V/k1mwiVNnqWnW+UTTvQUwtXg+nWWZYObwGk9H2RQRD/B3bTtWSCfSO4KgfS3fAcLeSaH/0xdsTHp5sRb7tEPtFtfre/1M2y84Xq598/DH8f//xP8Rb3v5OfPeHfvg570K6K0Jhf3aGhz/9EK48/lhCsgQGLQ0p1P0elbm5jw62uxgOoTxD0CGRDRjXTzWnnK8w56xGI41mkgkRkVAqv4vfh1p1wPvupjgJSEwGVdV7YqzrPtgEOa016OnV2E56bSYBIC7NHh+geHR/MWtLb7e8AAdlrIYqYXk00w2DikNDZeoqDDhoCGbdS00VGF9l5WGNKZY2HpYS+yKaU9qhLRINqMpdFMm+3yShr1dYPoeZwcycmBB7zAdaV3akCJ6my2sC3ZZm2IjYkitGXwROOT2bMI3okEgW5wFg78Ipa4oytgOAMZqDRnPI5NY/Y57H78sUcqwFTKiBVFplVJ7qHepA2O5YKzh8XICBT60TUQIMAst/mMgyNnS4wF5z93HY8a8LCAQAeOapq/i3//r/wLu+8Zvwge/54y8NoeD608ZLAmhZzMEaukaZpkroRhmrM3UDSi1GTmwIlruGRcpjhDky5SboZ2brHekP9Np7FnMyYaF2p8RuPZN4opZ3qNHdFMiAE8FBcvirSFsWOfUbzweg+lbUottBlRnLtkPbOx8mZjvixD7+RZ6RtJM7qJujlzljyIIobjtV1xYqFJlZnocdVaFN1TOcuTu3g4KeT6ubCycXVt5XTfjBmPtsBF7IzKTKVpmPi0M3wW2F3oSk+UwZbmn7swqR3XSmwopKwXKyw0lkJsx2j0QjvwKrnyWJGxeiN+Nz22Hj2fxd1hB8Na9NOMVsdniru5EQ1U2lrRLnnOBHHIHj84Ose0sgpHcAJtfHHgoNMEaJlVMnWNahGgVzhzZP3I1w1xaaiWZMAQaz7JKRQjaRFH1dzITUCYRod5nEHRotCF9LFoWTMieNHhCYVyV0xlQodAxTclMtYyk7FCKsu53Z/bnrdKAxPCaYSxCgXbOpW0GVeepktgtpQO1kbfX1GyK9nrPt3FFTUWsS6kekCQ6Zp4hHh1SQsAhcRekqFFqCnGfCeVSwFJLT7pGZM1gO/C3LAq4VK+Jk94mpt7KVcDPbzB6vGt/QJ7HNz0WbQZB05ehA2kLJ3I1rG0/TYi6OLFWQkbQDCXK2w5HSpsuyA12idtJ+XU27UxfofqlPBaP56irxnodOKz9kTjpUh9Ek1mkkIhh0+Hhc+2ZzU9XLptFr+/d0TNo4DsnAj7uhn/Ppv8zGwCwj5P6aPXfNIgsc7uN2AlU1xOmi+l0Md1EoxHUCfQiQ7rMOWxF5Xd3dRXfDlg74kSlvy3yPnwdgZAw2sAKBvamAkAdjrFPIGNEOael7Bk/Nh49OANLyCNidXGoTUy4hsp0ktLcJ28aE47rGF9sgsrsH0JCqbiFkQcEm7OSMSFvDqLb32fwxU8nxmbvZ4HZsf8pGi5mgGG0Aqwdxb/KWh8q2KFBlbQAkZqG6AmDQHtYGWmLTihYXxEFYtK8VBF3kz5pfrW1brJqtRlX94sH6I4wlw7pJuPu/s2Hbo1S7iGhC08xs0L53edo4da3NF6NDZDlvY2MO3t6qWS1LJty7bRsyXwi52rwraZ7l0nKdKKSb5heZqo1/zTEKYm8fzbsvS9M7kufpXL+TMAgvAVbVxiMmtIY6dWDTzzFo9DlIvZPwnIRCrxpmoeBMBUC7c7f6sX9lCKYaSsKo4uaO8+2KCji8rD5kjSJED1FcMERhTz1k6WhJdmgdMJTbw+jsFoLVHLTDJWFW7eUiDA+AeQf1MmC/DbmKz6S2GyVuF8wtoNpI3e+F6Qbgo/Qn7WcyuTsG6KYXEfCxTRLDhpkKySaiTlUZzDKiHSxU7OtkYIvWxMxYRZB6YKtL70raG0KjZuaqAMRyGiZuSOslGaNq46qTmhIhUbE5WfMC6rDW09E1CAeNKpm0U+LyQgQpg32dYZJn3CDRxpnuSqKB7Hk1smCYadjpdwe0DlkJBlDWS1OfeA5O4vOpRJ4LoaQFI4xlGeNx/m/Rf562pK7z0ZUxalPCkXqBFOZdTKfzSbezbvXBRcNzEgpnp6d4+NMP4ZmnruLGs9cPxm3IBdjv/S5aVk1BG7pDW1k4kOXRBElJz1uD6MKwy10VCotIk8qHJWouN5YvQSaPLxQqU+AQH6YhSCL/l8MYdjFvtLIIDubaFqKhdnayxIYEqbZdO9RfycdeoqDyhsx7ftMU0jjykpBIr7yelq9XTZomIjO0cqm1Vdx+bIKagpbXTWgK7UagsJDfGli9h67rKgx6lTEwu684gBOem3X630n4hxaN7aRvkhYa4jchOhFSmr+CI8+pzySlmb92JmJ4hpDWlnq6s1bvW5jV4eK63wv4GgFHpLHNNX8f/TnZ2E4MNEKSeaUuwshmfXNwTpOvW52TM3yCZoDTl78lJAYaJxoCbcVjtPWhALbSX6TNZrif9bj6xOP4lf/t/403v/0d+K7v+0Hc+6r7zqnvPDw3oXB2is88+ACefOLxg/EUWQEwVTUyhKFJI3MJ2oTtsCj6Oy7mRQmcJbkxoFJAtYo3Uy1qgoyT5J5USDqIuHQM1SKAOsYUx1i0xfukEuYSaPc7rk+gpwLMfMMMki2rtoXV6sNwxwu6wMyOLKVI0+iY5G5bhAhwDSuo6QnJCh0N1ATEqDWS9QnZLBmEuItrXShvzDygHCiODigrCFoqBasK+CAofWyVUQslwFzbBkFxSDAwTcZIF2jyLWRm5VvjhHZSbSnhjl5b2OahoVwRMNQOcK6RZgFcLFHTIrjUsTkdrKaNKRiJcy+SE9dufB5G5pxbJY67Xpg0EjuNANr/kzy0fNZ1LWW2jmIMZEZNl/IaxHTBthMItuY1ARNbaweRkcdga4axDv1nKHvIh8NfeKBz+6krT+Bf/4v/Dd/wh9+Db/uO735xhMJ5IYAzaAWab/IEL9HcOcxVsYhoGmPXiT6bJTp0RkaPkM8iV0xuTXYbgKY69lllVD4LraPm/lMGBGbCrin6zZ1BMV+VVncpb79vh+CUDGOEoWxmneQbPlwi2RSEsFZSnjTh52+VUTdmnyeYFB7aoBWkHiKp0LTbVJAFBcUW1eOEtiJqtTMdbpbIleNJ3w12e+PXo6dRqxdo2GGkfWXMdVInW1TtdTOpq909LvViW6BXO7pToLTGhcpo5rC5oowqMP72qiYlL1be0KfRLP1FItRVrwuNqW3r8m6GihlNPDFAeddaM9kqo2s7oIypa1JCetbPsmZp0BeTOciev7p43xL+hzSDvI6zsXmgEw4zgdCoDMxdx6jdPqcafTW+0wsFW8eLfwr2OsFxGMYcDndFKIwLw2zMIy6wM08OUEGRHgdoGoJKe1J//kCPrProbv7QSeTBFthqbWiKwjqGfm8jKI23OBhKyS50tQxHfkKLLqam9G2StH3/+V0pxdxTo9a21gAXCgvpYv0+tLcLBeVdlast3rbF5g3BFSeiVSQIF/2HJqhqQPTyOPBB1rukSdxuJ8SZGUjKOzi36/8AoNIqpjVlMJpOxBiLSiA+p5zkPCln3Ly/k0KFU9YI2y6pyAx02no6GeehnfS3+rVibndLFL0uM4AE5CFsFTQ0zAxxfRdaMYOn5giPgXVscwNqgb5SKFx+1O57Nm0rADFmRect5RQVm1pG1nzG3Mj5g7abCrrREDcJqgXMXm1oa86DJkDGG+SOwvlmqVyGtYPdMKhCoRpY0Hh5zsWPwP27fIE5ZL5oeM5CQeV4Np3EgTrIeOgFIyopAWC8owAJ4bt0pFTWQEx028DczyrJNjAa+N1UiU1xuJPZfLDGCbC9oNN3pI1hUpQJMC+j/ydxKb3UXWOkeiev0iOITHfi6IRdVM1XRI7GDAtVcCltG7t6vgwTRFFl4zOOuLVtXJvKwmumOkeNTpFLL0h87SD3C2vXhkZLNCJPkCreUVHkDuOh7XXP+7zvrSj2NP1kTIuJ8LyUDveYGyMF+t1lbUeBz+ymEbWzJtEUytjYph3kmAqeto7m+/Wz4G1jpcRTsoZSq3swlnxnWuWU4Vk7AWDNQ/ssmIWJoHfOyswd8rX+DYLB2ydvv+xBiQLATKH0P7ou2ajTlgkpmjH73CPdA13h99Q0pXyjqoXEdxbaGGds1JvD31Cpjdrefrg7moJ9mzVCfp5tk9pAFYg7dUgXzWgY5LPAmleHmuY0yu9SsBD53QWmonliuy1OXTAgDETp4J6+3gaoAqEBLdEI9GrF3S5oNa5llbqASwGfsUy2PMjUJba6gFDUuvIaDvig3aMg7h9QtcW9LaLNnUUDK4YySRwa8jDe4kSa3Tdh7CGie9l5USH3WIf28h7yelZmxMNyg3ARZroslCaNnsyehZmWor6AtuzAvfaq7/UiJa/jZF0g5OGYWISzvDANOBUyJX+oR9uY4P2TFpZVu+bmfNIEsjKmdfV1h0LtEiQpfCrM2xdvQ2lna7dANnGBCwak/tb8ej4w0xSS+Wg2BjgIO2s4GUcCTvpyR/Q9jhcVcvZd2jO2QV+HgyEJCQHCQStIQiQIhN4ct6Xx3+3w3IQCN8bJa4VqtQAmIjoiTXXdQGZ68Mbt0BlgCIT40Cm+DrHJuNAhYhNXyyFffEYVc4uWxewX4sRJbwzdkeoMISQbbze5HI1Tmvg6+NtOLKAsYmssevucT8qYUIVWvOfBFgaZ24J6ae4wmv994QuKECfKGWvDxZJsngUEOjndrHVOWkN4ZlaYXlthDm1A6WSz1TsJDydb2ZHWSTUFu6NiQicRyXKPT2w1K4718PdOzhaKc+CQ6j/BrMZ4rE/D2D+AQucZ+UnXaOaRzLJWJ2Mfy9J25Ekeldd2yFHWa6IWn4rrmaUWE8rLSzB5Ywn1fQsHTqFCYY5ovxkBqVQiyP0HgwTAeRrDtF5hDp8LRoe+mQvS2Ndxfk21FHvfTULOmlPHCoa4zyU8R02BzS6GgISjKcI+jEHo9YKRWbjri82SmIfKRmSqbeRbLHPj22ToGJXlb1K7Y3C6175jiE14hMnW04oRESUPG+GvxYUxsgI1H1W5SKWFdb9PHV/RzEG1rmbDBqljNKCW1jfmhx+L3JFsDWi09PRHURaZZ2y7me1zFATRVOfSmpmbwFIKZFIXcbuwyL3WRkuQCQonTCSwmH9CHezMQsdgZxMx1qc3LWih6jJkxqSzYMhhYPChw5PAB9vc6NNvja9cotPasU2Ussi5mKqZtk0MyxKQuFx9uq6g0oDGuve1q0H7Mm2n5deEOhCbXMVH5bW5Eg9zPlUgAMos+mOxPXrpaj5hH66BwNp7yK0T8NGMGANh1rtboWuzKEjTYA48rNMK4ocjON3m3L5l8UwYW+/OwnM3H6lUFZIU+ZGsEfi88kHbLiNfjEnqgJLXOW8KOEsaVMsxG6qlc4ZUxWaX1dQ42LRJOaHmUop75JT8e2RzLnrr4iazhTJERbSArF1o28Bmlg4DTb4sOzDXdkKZ2Q7a1VrBxCIYGKtIm9kAb3VVaMYuGNjpa2X7bNXdJ70WoPnHC21iIH3GwnSIsKC07a+g4HkUlr5d1VlSOo2Qhkbsiyg8cBhf2CS0AWuVd6L1SwDdVc+mhLp7nkpLV5jWz8awA5PEAjph1QuSgXGQayTZTDWpuM5HBN4yi8sNnFFhEC9t39DCpjGo8O2ZaAIQoS070WbvGPnwZUMvJN5RQoMDoayO4QWBNIJlN831DNibRMFJQPHAMFdSvlHLmuofESApJV3eNlZhY1bHUW9R0HrYEJ1XBblLnpsw0PCchYKp7xznE9lHOrQ0QdshozZ2tiZYX25ktqEtzMUz1T6BMCCfgAmpiVagjOwQsyuljAuNoY5ztdA73vI1aa8C1JlOFAyW7wIwl+aGvKpZLTCSpeXkt5Px0JAiCja1BI3FiOgets6g9degLhP69qDADLUtSymoRRfClUFU63PVGls/+MSNbWD5wyfaYG9ujW0/+jqqKSvFk0wpMuwwvi5kxungrTLSfs3BhCXipJ6bKwZhYf0mbcg5rtOT0Wg7KHrABEskTivbz0pN+69yl0UzE4fT5KHdjV0LoGBEZqAt0QQ8geQ2Qd1N2Ex5rd2D+4sBORur9/fWeBvcclbNlKvMEbiAO8h42EGU0kRhbIwa44awCQJh4IFGZxYMh0i62+GOhMLprVv44uc+g2eeuoqbN250aBjSWZlBtMdeg6r+boiarbuwpUtzg8PiqCILBNQaEbaVVxJNBye0MIiiB7is2PNb2zSVUM6WaaJFmGMMfVdXQQ3i20idnG1N9jT4FEpEekwV22IEmU6nPUxA482uOamriZmpJZlhOOEceR/J50Qe12bCgKyFVP0NF7RuuouCry+lMaAmfpZQtuaDtiWYkZlC1zxb5qZhfaKDcbGKh3bchByxMSqG+JwKUKGrGCKMdwp9CHi9u7JTzdglqAroQvAtpEEIj/S30rK5SeslfVHIwAYTwLXYvNY1Nf3UeF7PllcEoQl5x5poHfr69cGmj9M8Xy+aKWEObFpWDgRi/oknKL1d3kO+Yr/QHD1+Tp/WF0K49szT+O1f/Vd489vfjm/9jg/etivtOxMKN2/i47/3O7h65fHEhIzCA/q7NtK632Nd9w0tlAJzfZFHveWpqFO1j6glxOmoOzl6Zj0EigxbkeNkd0JI39vL9d0WwoufUK1ABoobFJxx6DWaaz1LmkoyXnGdMMCxybRsE6k9ckw5dLSawB0Z2szuvjWRUitSFNxhAgVQyWvFyvt2g5gKl1pD+ix8484hCq3CaIK17f3N7lC8Wiq81DQSmGlXn1kdEzokKbVjurMFZqA36+XOm42lQ8HH2fgsaylzARfrZABMzJBLaa4GWx3bWlTlUYNOIkvbcYaSa9CGMyIRzWERjbid0C+kJ/WVp0j+UADJ3lf2maDSoGXGOThNf27o45EDp0OpNsqagg6Vv0EseJ1dIGz15VNPPoF//o/+Pt7x7j+M97zvW14YoSCkA5gMjDhxAZTKSHNDxovuL9fKxc7bWgyM+WuhcQBouTENh+8Do1YoTDqAPO94yK43jSjD1ufx/WxSu7mlcSTbxikdz3WfGEopi7VJ++xqKaYAbUtTRBTpkV9kJC/aeIpb4BjBy7VOGB/ZukjXh759qesPsxNLe9bmuR/F7j9wHtqXxAQ7R2F5q0lv2LGi7jFEoKptVqAzEzU/MlSN0TGFvpC6t6tTGborzgXOtiuUATiw1j39dKYUJvjQltw0xFIIKHlOxbpqS6WmM2Gen6YyZs826mPmRvnzQ5ARLDVBGsv32aO11g0bwV5OgvfZTXfm0kU0fj8X1PpL1yV9nnfgM2h56a1OE6Us8JP4nUNeCkCsbQQcaHoDjuG1Qjp0YyHIp1njbwuP2JwWPYARIICYw0JMeuFgnK1wZ0JBJn/pGGGqkw6ujplqhXbLDlwK9vuzcCnMiFClAPvszTHhQ/rHUUq/hpEQPmTQDkW5UNK4duNZEHj9HuPo9mA2qdszv8zE2qpWYC+DUhZY9Y5n6P3WdZ8GsrrBQLDHA8oYCbtlJwu2se0RthyusAW5oMm0/ONAilirC1KPQm4u0hPnbRdVAZcK2rfb5dYNjaqV4GtSPgm93WK/ZZRabD1D81JhB2Vge0HIJGdOlPEsesbD16CMOXZ/A82T51H7UDCi9emRYcpLDxwSZSZ5bjgcJ2kySgcVtL24Tk80w0U0ayfiVUiaQHChwBzrwx3dWZAo3rC2sTYiewe0Begi+ZalzYm+3lEGDv0Q74PWcuLc1cNioX2YuZ0biGi+y9vNb42GJtTgwBLa36HdNxn37THrSGud5JnNi25u39JUzwt3rCm4Tb+T3t2AjnuUJZK0XsfRWRYtJ7c+hXYf+JTbgluX9AylaSKZsZCigKhSnlPX+JnqP4kXafPvgN5bjZrPRQwmGTUnoXWy3ZVMOQYjN7k6gbM02nA2gcTlhaI2WEJYQ6Q6eBvq+6h9RSHv9aWUJRUCyUKi6xCpBBi8ikI7oD/WvtK+tnJrRnexseNPHTTCMNpdHoJtk2Yb+kLiqAcqLaOmusL7hcPd0IFZZsHrz6OmSf04PAcFeq0m0LILhoyVsEKg6vQsy9LaMvjd8bkhAgF6LfcJSq1Ba8saQW9GVi9ndq2sjEcbG91oaG0v8algxYrgwRCeKqRUtUPrGjTcXrvXpjJTWfi0cSRj2Dy6GvOJbSxjiQi+INybZB0QDJpJV+eLhC0TrTcD2fjVsi6adx+eu1Dow0w7YJZ1AHuaiCbowCFwmZstCJqtYMtBR5OJT0pbK6/ZQLOwkC8p7VYDNuQ+mi4G5tW1R69ZRNUzDUbOzMEFrTMd1VTMF5K+tfxaEjvZvK6D22Rlrv6gO2U6rX3fGEhCmbm27a8ISIoB6KYBeb6FfE1IKFLkwOZ03KgwiPlJ2cpYR6GgHxwyR9MU5MCfrjVQOE3ckJiam1ob7ZY2RbQPsDp6dsEALFmWbgMIRd5C+yJ2dDOhbU7kbL6wBrxAz7U+AFDHvlANl5mxiqNFvdODSECderEVU9ti2yjbndnrfg8De1omAxAz6EpymVRPUxfa7iY2l+tp22+qqs4V6UMFL+x1nQI0QVE6/1QzsFvr7C4P9jzIF7kPte+dMOAtTbTP2+jv69OVH7UUXf+5GMDI4Y6FQvISCe+vngR1yEaK4n3W53gyGIvcizALBkTDZIQ+GjSJiFo3mJKi4I12600XSueQx+RiGF1rsDjMRrtXoWd0kk+YdIcQgjFSHRRBEPmBtXHwGZaggN1VsmwJR2WcQbBb/KS+Sl5VzBRhsCbaeW5OMlq6uP3v6WRKz1j+N6kVaA17wKVfDKXKpzWLfC3BOSFXxlr9ilMV7gx1Eq40hy2LHMGMvhNTIjUz3PnqvupVWWM6mCLNC7KzIbO2M5xkE6oxXh1jKuxL8Q0MpRJqqWM/G/Yi9/YbNM4JAZ6oE+RRIMThlx4y0B2ltvJ9rIUyiJpPKDSztdUb3m9WtrSPfVBoK/QgLwDeCzD884QCYz5/Upxhbkv+9s/thTsSCoqeTfXkrMiqja4hIr0kvkPr0mitYUik2grmxe8zSMw4AGh9nCpMVn7qjHGc5gdW1Lz1ovuDvgOL3CZn/7FvUe2ZudU5k3SwjHjKGoBoPOMASO3Pvm3TLTOj8Gk0yT7xDnX492mTjCFFZBO0is5s2yeyxpJNYjBaDglhbycdEzMkNYEoJvREI5U2q/pO6K2dgG/mtuJ3ViytT/b7M1Su2HNbE6t6xamesahA2xrd1Vn+bSC0YClLAlhbLIDimGcVDdtBm4O5bcIKOaW2Ua2llRHGAsEuwCpGP8v21DDeyO/9jm4xIgDUO8QjSkcYA+2TQNBrSbWNKE31QWjGPpfieg3NPoMwNEGhp+bR5hqKRosNxupZPrR4hUZOo26DTxwKs/F7KP3BuRE+71QgAHeqKWhDyk9dOI0M2baQhjRK7QxtI6bv0acKj1pBS+c8zGPBLHucB76ipCRPzIx0XlXntDqzdRQ4IJoo2yybwBzCgIzC1fz29JoOA/EcRzRJALP1m3ldfOAGUx2dZ76Aa1UdIw9VTfSk+ndmIHmThHI01UUBG2nP10faCIRuo9QDUr7cJgxftRahw8xaxrCUIWsdtT3aSztkZ2iwla0bGJh9AVV6zcdt1y6pragDJF6l0JzsMi3Ren6Iyp+2S6SnN2tFOgYGF8akRSMSlyQFoDXlE5myMl9LrYw5aE82PmU+KJMvpAchE0fJdFi5LvSjJSPOx5hmbK82ZoY5pDTaT93kkflUnGNdBu0v9qGkd0HoxLK877NJc1joSoLJ0aGBstsNdyQUGO3Yf+Wabv1SpsIs3jWhUjdfPG8hwIB28dc2hzZbcHqYZbdmluYYhy8ROXhs1CHbDUEQg1RLuHmjvCrybfW064R6Rir0qGtqXsP2RwDLIhOACogU+bspqb0jLOIOW29o28tOn2VZEvJUmWR9I4y1xbmNUXM7URMz0W2IbFoDKbTTXyQmSXELXpmTY7yedke3KlD0UJtOTJncygg1vZRYoAgyghLObaxPGXapjz7TBWdd59liCPZ9YBI+FqdmhAFARbDTC5ZDyCZrcU6X01fyAy1tgnp1JHnblEIo5aTlU9tOsP3e2yqaYFN+jLb9mBm8X5MQyou+wG63C3epjEGFb9oaDvI7PIZ2CGl1PWH+NnxS7l/y7bWRjtnnNGdl+IaLHDmyjVl43zpC8XZCBudKqgvXO5AIuE2hsD87w+Nf/QquPf0U1v3eDpscDIIu0uBGj4IpPEdi4C2FfhGzhyLsDnlN5H742q0PKBIMaJkw7i5xicshq9aTpRAqT0xFodykKcG7Pb3TASL1TtoMq82zoNKaxq+l0XKDofPggExI288PjPGUJqR+VKGUMEqCK14+pVt3tIp5x42Dm2xeSH3MnBaW1fTEIf8kOEVYWH9WBysEtAOTYQz0FdH0+l3Reqps18TDZoZEfycgnK8OcVsm3v7KhHp0wULc5jrBRUJsEzh4ULqiTV6FrSsXTo+aw1S4az8OAMs0U68NLaXdGid5rqHP9bPKmRNdWA5EJBUqtreaod11d9c/nLUmb4G49qPpGAZszRzVyxMdI4dMSHPBcUjvS5wjzV1Px90YYGZcv34NH/nd38ab3/Z2vPePfRvuuefezTJiuC2hcPPGDTzw+7+LZ64+iVpXLIsmHyWjNqmpzyLp8rgnKGBMju80g8k4j5pIH926MDB+LXDLrEKTz14I6afWpwBAIRRasDJw1jFmY9CzEIWLtAHLdYQ10WqVscNsHPaYN0TVDRAbqPMdXAMpqn1R6RhZ/mKoXgSDu6NWBwYhT/1H/tRsY/RZ5ckSqAbZ7lzIQTUCFQj5MpyWQU2HmFobLHrWoxMmVe5BKMtii8xe76wpjGNmnOycGiwjY6WbudniTVgK0x3Q85AxbM3KgVJ0rSFx+rlzG0Hp17GNMK76sex0OnONz+xOZ6m37kpyQZ3bU81u7aIhBha2A3S1+l3qbS2tpjwsL6u7m0vsUzSWIpozhXFOWnntD8sjNH5upYOMOwukyI0mMSdC77zAaHMt5mzaggq3yH+ZceWxr+Ef/j/+F7zjXe/GX/u//tzzIxQAtu1qWa3NDTIzHWjXtQnMm22mlaPInbuJGw8r+SCbShCjIYbEABEGiKYJE3eaX9JA3ITQ539w15L+S2O6HpF5fm6KI0Lbc84Fq0wkYw3CaNNazcGQJbDJ0iQh/XtkFDR5bzWkeT9Tx8QUr5tgGBhHdh7WM6leoBmb6NJZXAUq3LWb5eXp+3Gd+lGHV2yCyQQ3u3ihTqjNTDRzcKWVM0YNukC/xrxmgieM9fBoSsdQr1npPu5LKWAzBcbT4RIraGGWWsYcFTkdsuyCMMxzeEuQmglQGT5g54J0TugVq/EE91Y75e7uxlFqiywQLsLohzAR7gqYOP5GMB11gqWfG+v+DPv9/hyBlsNtrymoWu2DmdPgnhFJpLsryARKrWti7n1Q84CU6s+roK4J6oif1ilBW4jvPedsczYkZwWqkuOCohZ3o1yoYCc3W211zHmhtysnFZjCmQtdexBmS0Xt2dXlH/JhM81oYIwbdHi75CwMgTlhXWo2/qImhFaunyTWQT/TznpGHNtQkX5PZ1+PCBj0foVeKBQxG3GtDWGvYpIojVEYwxCKomvjGQM3jULbBf3YlzrraXfIUhT7Gklvd4959MHaRoHWHZqNuqV4r6MOeCD1eS8giLbHtp7It/sh9IxHd/I8uhxpA6dZ05eyAxNjUaeF2va9m2mpAJObTn2ehvnKDIpuS1SjGaqw3eah4bxok3BRoMzXlg72bRjPbtoSj7LMYF2TDWXHbzO+a8+RhdlFwm0Lhea5MmsLW+iofQIIrCAO/maT31roUdhACVk4J+kEAvnLLfPNDFm2VC196kSlgIB+m2KPLPVCGF3onS0cThcTJ7RF+pxZyHsF1DIIzI0FUYDsov6TXPsZDJ9zbUUYG8jaQRHXSB+boOrziFpPb/5yk0wc0N6fSRAb04tjpoRtlTO6/Duzx5lpCEbHBH1aSoa3eVfOOKEDSRPEHwXDlKZJnlPtAd3YVY7ehcOARPMQUiflxIpZURInujmf4YLZmAeym/zQPa19cgZdG3rjmoY3a2OEZDym7WnznWSjtjIPPP0azRlboLgvPydX85zQG4ZkXIftdRL9PMTqs1uScyJ34faEArdTj/v9WXPvrM8niH32W1GvpmFm8H4P5nXIp8vEUUV/QMW5z1BuoiWM4uEEcZfG7zsAKlPqAaJx26T635mhWS/+MArpBVksR6upQ9DcXojZqpkmiu3aqHJgcKFlqGNiOKrFyXkFKttMSgXCLEQh5toNmpYAab+qDIEHfsbsO6hImNFCmm9BKYTd7kRoCJpAmIhR/Y8aQ2rPIBhW5o6e7f6KfRT39Pfor69TDHpxkD7v76SI/TQACCJbW3C7PftEvwNtgSc0hgJTllGricWVQsM4T7kEoSBfLD8wxKwhcUWTcG0958MsXhEi0zXBpjUy6u2boKhQ6wjyRvpnWttWYGQ67fmGQB8CeRsxOp4xAJiYX2BJ2saUzax1Q2O5SLizw2sMmFWT1LaZ5Vmv4m8Ji1LaxLddIpY+XIMZEDGB5Lw8uekHeVJHjaBX5c9rnt4MlBpUuFlEgLM69b8vYhLQz61J1qJomXG9Ac2RHqptcVXtq5IKlyX1gyK3IpImtfFQZqv4jPSxDSJjA9Q/jLzKkz3Bu9x/aaJMyoz5jG06goY+D+6+23vWXzzE7VFgErSQTYRxqLCbwQjOGEzLK2Wzr4cQUV+tafs1glmqH68jcg/pZsUcLL+LuKkxRA1Dxwgjap86a93EmFG0MvlooXLSOwbZkFtXV+EIlq+Ol/B7WjeCV46mYz6RoWPQspprB15mr5n43NgaCZm6kb/EMSmjJI/v21UTcNtCwTdv6oESfSZC24htn/m3gkY19RARCpZmbxV/PVqFpbQbuHy/vYRCcrn7ApDY3BQVBmatp0TdmZwwQ4woMK6RRMQ/QwsRmfaIwk8mN4QcNYoeufZhxnDyAp0+LyJIIwMuFr+ucnkRgIp2Qc2lk5KYUGRMgNvTHXHp4AvqZwjR46xqB87owpkK8hHTGKfk3hKktu21r6Hekp9kZtpQbDsQ2liq1bxlqi1f4+vECQXYmGgM3OsfJ/sabx3r+kwjUxefmW0ca33jGZGZUIjCO7nvlkXRtVXe49bSrrYto4+uQ6HtenPT1mCy6jWwThNSme5sdK51W+OEOriZsfWVagz9bjotJ7ZL306tTdfE3PszLM68g8bAQMPTfauQ3Ccdx2Aut9Vdzdo4GAZhRed5UkIWfBGgypkl1Syz0JG2mEiy21QUbn/3UVLrGFC7Ro8YpgtRbIliRPkQM0xAwLpWEO1r+jLm4ra5GSbUgVZhsqNL4yrryKwSajwP0ctMmWkEM81iJnCyvZ468OJCYBMhazxBvS3JuAi+FWZot6/HLPQaA9DujKaCxFDbRHIgEV/0jMUGlX2OdMVNArmQgULRMhvjr8H1hn5hmFu6thgNpHY715wQmVkn2HqNJQKLPo9ZWdm0MH++VX77rQl9Dg99aQJAosV5EfOy+Jqlz9MA6Ufa+mnFOZ6BKulTu2o2lttp36mCnZC2Hu40kW3kzDptUpRcFANowqzd/0FWDktkHTex7RIYbuq5FTLosqxMHq4BcCplSvusXtx9XiTctvmIrfCGVl0SxAEJnCtCu1CiB9CApNQOTJwHAmsHWpl5sDQhIFsAK2OtAEiu/7R7C0afQy1fv0Qkm35mUtibvRCwUmOC/ZoAkNFwZAgzzSWteUhTckDhzNWYbXeYvy27mBByW+O4vpAF+XkjZ2YOc3NWPw7aWYBlKWA+xYrVmH5vO4/C3Tx2ahuKRpr7tYaJl++18Fbo2kS1q90iTLqls73wXNPkzObMLNTPEw6Ab1Ou4qe/CEqMwqHXOBGe9yFqzIkxhPFxO2EmoKwAuLCFMPO24Y/GMWLoTNo3mI88u1bnXvNVfl1oaXVaRCCrVrV3DWBWRaPbgJMLBoYCvFApnA+KsmDQMRfLBADZNj3pNwZGa0PXX0SUHCzq85hPDSaxpgHop+i7M/y7WaPbC7clFJIEBAF6d2sIKhC8jqbkawwgIaQ8iBo/Cw0EFxTGmA29IX1aGqEvMmwdGzLsBlOKInxmDu6VvTt7IKLv+sWhNsHngy9pJeGZ/sU9+tuoT5mASgq2xXcqBEIBry7AKGgYfb7OAeKpbkF9kqZfPFchkECh5hS62A4KJSGARmsvzBUWUcgr0FvrCjU+ZSHet1H7PTvdb7xLCGkAl1K/Kkr1sUPDxoYtgWBjodPI7BPwgoKQ2xI0h1F/6M/IgCdAQ8fjVujHvwoAh6pWqCv5+i7VHmGSCA0uYYLQcUSd+k/ThydlkTqxZQLT6HTc6FxQJk4EyGE4MxbGwZnoDunCs8CaAgMaWs6yO699Nb763dL+z8Av9pusw8Rx6K3UBGyiIn+/AGY5GG5fU6ir3X+rFlggN8yoKXSiNqrH1qmC6PryZuoYd9415zhi+tkLGaWjspqY3CbvndZ8BOnE1jWDNFbI0ZxrBKO/pjih+/hbe+J7+7PSY7VS9wLLDkTtJGgcdEUZeWjT9tnQuMoNZfhxzSDurNI1A8gaBJg33YaT3L3dCJM1jSh8zQeS904N7yEIi9e9IPo15Z93Zrng0dvnjCFVn7XR4waVgsIs94Mz9uLNt64tpd4CuJSdjdeZRteHvk+NSYvGGsfMlmCI5qOGNO9y0DmXpmVgusrEOSfJQErfqF8zMnNyE1Rsc7fnUhztuEFQ6pwy07N4TGBxw8579bjcEptn2ogOmVEWn3+tHmGnGrxebFvitGSdB87D7HrXvvkm372drKZBSwgCM/Stze0wfls11JdXAVG1eViotAtuA02jeHWBdSfhNrekygfzlA0DI0IyNVEz6CC3N0iAnoL6Mts4XF4gz1CHWI+RNRoX/zPUZ7LYYaVdf0mYeDGNzLrTmxSh+IAb1z5iOw3MoEN+IxNqddHHamppl96rIIiCrYXVFuYa80w1CAN0sHcDlhcVORFaMvMQnKPQ2HK3vCLqSz/bsyoCodVf8+jrPA8Z9WpxFX5LFtoiLSk/yoQzN1cCRh5hOkZmIZoB+jlg9dQoXZYz4ZDWFSINw9gh27LYj59QsheO/nnI18BCx8RjSuZJPHcEyQz3TYYcz01G7XPak8KMjUoOdZEFe+0cKrGsSb5V/iFPRyIYmnCQ+WOaL02JGttSCZW1TRkrFPpXi2z0jDxK20MFJ82ec2cetU/PqAeQSm8yq91muO2FZrWRLq308G60FwNtDrJK9VaLRHzzJEQmYuNeclMAdZKgMeQkYRHqHfJu9z3ssK577LltcU0L1hPpr0zPTl+HfBDoiGYgswt37dCkfDVaYrtEz5oxDLb2CRJVZG/fybckLmUHlCr+fWDIfinNk60hqFM9F5CZjbmBDm964a71KcsivvSdMSQbr/VMRfP0Su0qAzjD1vUea38RCsuyYLeTNjf0mNuwN//5SfmaJlJNO8HIXWWrWUjrq/FNW5NxeI47cte0GpNY9LL5lkkaowxgEYHan7OYlXHI/q3lRSEegwuWPl2guxSvs6D9fn5Gky3HgRGEg5bX/GDleaXInHncwcXdWD5Q2Qa4FrK8mBmLAR0ROrrWVMM45ADVrI9XGSPNE8DsbvXEG7o5PyHQymimrdKspEN83bEUdjuy74zUspKvru5emqpjW7pA1x7Yi/AvirhuM9zBQrMKakqoKIb8jC2Roq8YJ0lJQYmz/HziZFQGBIau2WgcRR1Cpy50pkYM9SLRBdwlQacJHBi4cY5EZJHshrHeswEWBNYUm2i1ddtlQIZef61jmAhwD5R54De01NJqvNAvViCsv0cgoDnpgFdCJFcTJhSQTkDy7CaVfiLaeyI5nR2ElaJGeD6xobJmgjFeQKDazwQ9BGSR5fIVF7y9sNTy/MPHJEL/hCYbwiGhMwtRIMSb8Jj9U4F/ommrCGUeiqJV2+ijhbab5zPOK03Xm940/zTOQt4XYmVBqDB0TAAoTSOoqvLFoRHjVUuZ2ikCl1DUpGL6Mrc9b6pBmm7Cf+I65oE/r0UU3pn3KC3x+e2E215oroIoSlnCBd4eEtNRhsVs1xaaRmD+RziOjlDWiKJ7FUknnqZvdLXUNuELofBizE4nYPTCaPZUeV9o6QZJ1w4biME1g53kKbuDbmP/+FYvRsaxW3bgomsg2s5sc5sKyYXzbW9+XdeGymrwQ+QFQgeY7+TPApHKggKg7Iqd9dDdQe3+XrT1gqLrF6Eu3I2DJBCcgqz9ONNrZxjJ0PW6riC59U/zbCh0DzD71Y+qrXV1bS6YgYLsxHAR1ExoY1xRba21CWBxv0zD+k4Yh1CkGJBj0ARMOMK3X/bzZaY5ZAGk5ULlLNgu9ohtrfF0fShV184MmINLRZyV7WR8VyQM4GEi7JDnkRIZ+76fw/q99MRNAlv+s7fS2uoiW+OsFDQCGWWsV6YubV7o2Yk4CnXxyQBXD1mUpqZh9TuFlMdt2CJyfrql1fxAZSuEZOq5SF9WEWhF5p+uMrpAuDjI6MNtCQWCHwrbgh2xcaL6E3OJce0kqAgI9e1uDRomm0t1ckRq2gCgDZ1tgFmipvoQTehT2jy+IZuAXucNFFCi/KZJus30msf0PUMv9YiLV67WxpZtDF3NNUS5jdV0oAe6pj0p5RCidpZwWW6T/l9lENoFiVm0Z5GZpnaL32QRPT6dIc/IkIz3stOnwozqxv0RERSg3XHPjHTFpEWlsNDN0G36IcL4jJoaIhhmNA+aYO+ZQaq87wDSHrC+nYSYlwumYO9XAc0IGkIPeEbGNEj1HNPJZdcCyeoY8uj6fqbBAx3QjPM5lJm1PhfOQPExbsO2pWybJhq4grqzsbYJ4zhTk/qHOQhzEySRZ81CJy56oNb1W+RiXucu78A3nG9tFH9OuD2hQISTSyc4uXSyqRFEL6hR4plm0PsuYssEALDWdrqx6ElQuG3UJrtI4pG+LmtrXLlTVaR0rSNT0azVVURvR4y/4x7k2Dbqi0hvlNKB359P2LRNEqULU+KgbPM1nsB0R1qWn0sjqWvLpFpctXfqzqnWqHpyfCYemirsJrXm274z46U2RxsDaFsJKQgETUNoNM01KJZyqmkErX7N15aWqUi+oSZx0uiDqf0RY1nauNN8aBVDGXl5UaMwFyC1xdvrjhc1Iam/n92Jo32F7ORMSZmv9lOhoJmwj2mzEUe/P62rpTz3MJybuwc7+TCmF8Xp3EwsC9EZ5ZzPwwYRx7aN8Ueg069zROZtYCHE7UFTP66sjK7mqtltoeKiY2cVxh/mAOD+grh2lwJVZ/aRQTfaZnSx8BW1hrT6R54BBb+xUaCato/cgnmbdg0SBFEnjAOmZBJwc5tKw+27zgZ1nRArMLeBjWowWVLtWOvooQKaNghhQ08UP5CkOPpGnUjwA0hH0yf1Xwqj0OkAjJE7WgmoZ2OgpxoG4eM1zu/G+mzkJTQCumV4TJN6Lw585W09cpnQ3/dpSzNqXRz+Yn2oy8eZqDMI3cJq6DUwsCQEU5FjfeMEcs0y1Idovtg4G0vO3Q5AMTflWToVGEoDT+Jv5cY8HT86HxyN626yuJbDCalHrcripPkaWK+ln9QdoTvC+OzXguL7PkTNLwqSQ5o1h8RxF5fnoa/zWQC2bdzOg0z7Lc0tirnmJsk89B9j20bfa2Sz4O/7F+o0so3nys6jVDAlTZjnPHb4tP67/XBHQiGyFSeureTXbj/5bBFNJwwIdj9Cm7AZYQCOzAiEwi7lt5jsjKHlsnvEM2GaYVD2ahyVguXkRNoi5GpxySTYujZX2rqTZouxalCksYRzArGc2g0EhLcRhZddu5zkjMVmSk5WzFH7ba2rrAks57RvJwjEjKjXHbYT5CuAAoO6CMybCIWAqlrMRlDmpPZ/7ruKRVsjiE1VNCGbB55gXdsp9oymSNqD7E4KyLhZaw1IWk5CM9k5CcLSmpOb6bNoq+jQDSe8GO18BTNj163BKbpUWolgmpChzYRpHHgkk53LHGvuUUaqmUiFtmonMp42TKi6JhZBXJdxEgz6N9MAB02ie8fMdspX1xh60+4AmmSeqeY+u+yq0bOASMEFjLmCFjRZ0RaeKzX/a8ScXKubznegDum99R93XRjASceGMlSD8UFLU2sSEvlUfwfEpIyLgMhZuCMvqdthu/ESgpCYCYF0phhDDSBjdma26JhTH5Jg0EajVlBrRAB9e4UOzPk2aknMWaOQc/SR1NmhjzP62aTdyNny5RTzmNSXKDAp3bIahUnbtx3YiqGUQiTusynnqYWln9t9oOYM5VDWroFoRbRW/mwAm0bWsjKNqnC4sCWnyz1DNtbGPMNnfM6+RbCCQVVRYifIFNSEengXdBP1ALqcTVzXKKhPhDjeUl1TeTy0qX0T094m2hyYlfyw7MLksTmmf2zC1bSWpElunNEJdek1uDgfxucxJXJ/apoE7+NoEGCgOZGnpzA+1AOxAb6+zK5uqcwDc9z7IwMZ5VXJpxLH+nf9vBnuTCAAtysUspJgDLZpCBH1zBtD37nkRdMwACy7natzaMyMCrVLvUtpblFwvvTTDrX9vYL+yIapDwoKiFUla1yYLGUX6k0mFNQ2G7UiaxOEbajneMKM7Ugkfn5CHckmXUAH0mZKo35yOq7b6raUHQqtzQsl+26rZVFX2ux1o4LdyQmWZTdeGdm1e6obpyEt84HCXNTDQS4AFCEzuHkz7TQfnZBFziuooFW+s657Qe7RJAQ3m0zojH0iKkabfGHXByArTwIAuFbsz84aSlu9n3QMV66guoKpChqNcyIKcB7mTe3WEPwlpiGaH7Zm18joMyp1RsSJBstYy2H/jQozq2Qs5GNUNzRYOt8CZv0QP3tT3ey+9Rgv3hMS03mfUfwZUHZosDTEOuYugKctPAOLlF1LBQXNUf/69icClqXYOmofBmAMX8NSs1A8l5CBp/e75IbNQRKCzbAN4HEo3NE5BZVeQGYWs7ITOsj1hPREQgm3K9+2OmGGhFzoROY55mGaSkDdW1K/p6FHOoBMzQR0xrxiO6X80I/neQsRwSdnbG8RFhml6ZbJwNRNy8maRxzQtfIwHietj9mOmJxnTB84Fk3aXhN040TLakhdKkv+vTHDra15bK2g+ec2lkmp7tcBlG5yZaYfKhCfBVDdhy0zp4+V1m8HAVZfo14gzCek0zh5bQvlAMDUrr49UH6EBG2ukOVByLRvaZc9/ub+HbmlYEvTjoh/aBcoSOnQvFMd5hWl8nQcmIvljrZEATFK4UPdHuJu843cb1EozAXCTKv3U9aj+f68cPtuLgTp+aSYbNnbYpJdGBCcDCTDOCz3EjP72oIiNWazsceGigJBaTGGqAMWeYDGNC2e7HwSHz+HzVTaMGNd1Taqt2ZpWf2J5mgrTYhEaWyZg+wEZl+HNmhYdHyu1Ucs5TYgIuyWHUpZHG1z+6xcm9cKmTRutmtrB+u6tnsCMObZaCwg8pvf4CTIpO+nfws+HVvbuzDV3U55Lam1YbET0ZzGUjEGCQIKB++iLCe5idxrKkY7dPzU+7ej99Yetar2OBsn5jWrq7aZqGz9Qsb7cN+Co2trZz1FHstTgS3nDvrQg6M45toz311VqC26rquI3cJDXlFAVxHGdmd45rdD+yYNgcNIUeQ/ERogOV9gmuk2241NTS1DACQbF8a1Ci9HFqNFE7TzPlzBpbtdsZsjbX4WFF6srTV+ukslALbYFtG6cR66t1cROMV6EMSjMstYL9O+2Ap3piko4zAiHQE2OrYkujAF8s51ZAhrsGhrNuRk88AZRhQIfSMO5QcGOmsh7xy/8e1804+j8ESb9xp0+CryQChf38adEpo+lq/TgFIdElVDjc7XGDMem2kpVqeOmU1lJEnfGnB2RsdDvI6KDgBZWwkT0FWo2PbWPhH1BW6gTCPVS+I7qx3XHPqxq6ixlJIugN8CH7N2SVdIDq+VPmuNFJfI6zczO87KO0/dnoIRbV8ekW6PRG30Epw5RvpcYkzrGggZSB1MLQHdE1zgzNlhyPrg2xhv45yOlOL8ysdc1jTisCMADRgl99pSDwUrg5bTjWug46/xn8BDZnT39b5d0xFw2yea244F880xUW/zwMh2dY5d0LskRmSczkxZd31wMV8tNiGRmScwCoNSiuz+OTyIDMGTbl/T5/5+y+zT2wHVrkyyc0UIQdktAGTrJtDWfAPNNhl1YtgBqeD2ojVKMlu0HTjU7J/RbCBMuad9v54Bq9/stZSCsuwMoaWJGapclpJ20ESti2TiqLYCOykaG7n7jKGEelO7k5m5Jk+YHHY0LWUBGNir8KGmYTbvFwzm1ieL+lBas+dbPYDZ3I070DZyZHyu6gZEvarK3ndjnmuV/eBtbNoOmND2iTn2TWJ9LYyv037bjGFrs16z7du1eXd1tLqltUcNxSGMg7HWmQduCzR+SVhsXSaMVyLMPB4AriGoXT1aAA4GQluDis15DtNTRqxWjvHlKCST9paSjXewjHeBt3hUdihUmy+yWsHrPhTLiaU7P/V69nNE7/toUzJaTdx/VbSe9NrKhaUkbkMoPP3kFTx77Rrquo+iKzSE1iaHyFjiwu4MsGe7N7xTtAl5TBPL4dSJnAebQdLtYMhQhZLxm0R1onf2qVELlXZQ0k4i+ext294w76yARCik851ESDTqDDWwbkLBickCK2BBQkAfSH0Vtbek2cU2Gzpxo04av5v8IyNgK5KIbC96FILbWmE375WBbpNz8TATmFo2508fb0hxzyMkjleK/WARcvyGWMd8ZxpFj0BjsobCw5kWEwoTFJ2HeC4vlnuOdmMz6gDYmoaNKTxfP/HPzfw25nACVlLwoJhO8kxKBJExck2cNJ+ZENSxM+WD2k/zZuCOfv07OzvFV7/yJZydneIb3v2H5+0QSeAL6hf/+//r/4laK27eeHawGbe6ODIHYfDpr4yHFU1OqXHNQr2qcniup5ybiWfMo0dQsfPCOE/06vuyLG2fdGKeviOglEXQa9w5UsUfzz7RsNu1E9+FGho/Pb3Vnp9csrwB9U7JdvF4FXu1nkDd7XZpcKhWscodA+mwmD6vFbXuEe2++lvjNvu0tS6o7EBUsJxcRll2XhplhqbsJFMkExuKsGS3Rq12J0FdV9S1miZY1xXr2VmjqeqNZ55ra2ulo40WRUC240u+n57eSmOgyDpQkZPMuiZwenaWkJj2dQMCfmjIxgRkp5fs+NIydSCt6wpUX2PQMd7Wa+Z3PZhJDPC+m82HoLUUQYOxL9TcaGMgAbQ8rvWPUt6u8du4YPYpRT5RpkIh5GcmEiL335PtjSFtYLidZn1eGJl0fp7y0K/mNbUDZVbnTNOgKQzlRUCSEXkPCHs+UutqvruA4A9NgZxqhobnnC5NFwUJybZyXa9SmvfCm+NuprLs8JrXvQ7LsuD/9r/8vXNa+jY0hQHhQZn8fEDGwMyy/x3Ca2beI3tElMWy5x0/veES8+KcHQRxOqj2xckhsv3e7vSEtBGFUY/2KDAC6uLHys4Qx3xS9k2c7L1hHEdGEPvK6+KINLZoT03upxGnkBSY8V8/Fih9pPeB0eX6C46I9UtI1gFDzyh6BBvjOSqO+Wmts5Y4hDDGChG4oJkzumuwHJRswNo+SJNGei2laQ0Xyysxjph/X96UDLb+hH7GvHQOdXMmzUxjhpMCZvMNoyDr6zPkMSlgGCdRkAPW7+c14+HytC/yHBgF0zinD5rIEr/TR/lEtuYRCoWd1GEFGXmOqzmJIBt1LuiY88JC4Qf+1J/D9WvP4Pd//f/AtaefHhrXpKx9yt230jiFQ6OECRp0rfavngUAmwtsRkN2pSwTBiiNEu0WNok0bzYPnlzd6V6L22ipXFFXnVDq48j9NwGUNAINy1KwLNkvUPOzo7ZCHgaECw8YM1C0Fm2USe0H4GsJznTcbNFiMVe5xIL9ms4N5mRCQbQvO6AHBVH9IrqwDVYtULS2Sb5x0rYyyOYqlXYmoq4r9roeE8cAAY3TUjtlzQyoV1YZPyzpzDeS/NY7I7T9VhUE0gaq5ZYq47BkRqH9r1dARhESiAMt7RQs6Zjq9tIv4Q7e3P5ZfKrvo4L5DpE4PQg+P2y8sLsXyWhZkXDOrwc5DgQYeouaxtN8zE15h6yjYI9m4q7ADvCdt0R85yHOh4jqXSOr+VzMVHKdW4p8sgnsAt9Ftuo4DCBYafPzQaFbFKzFNYW+Pt33Vo578WXplwo2C416UV3Xije/5a34mZ/963jTm996oRpeWCi85vVvAKi5zO4lpVBtX0fcOI9nAqL98s8pExufybxIjWWT2miBDVo1FaQpOtme5mgglRbKCfSHKrWtk1o+m2Yyk/ZOa1h06rWxrh3uZAxnBKX5OKIxhmyIdB4ivW6S4NGM6AUPQsV2ksn7ns6BRmMgE0FIaq/1tkM/lEJde41q3HVyoPLad1FDAcFu9LMhm0+2nqcpbHWnJ3PG0mF/E9xRi+iZ4DhgtkpsbVFD++TXvnPm/MDgczyw3dYaQqChJ426vFQ7juPMQdNs3eR8zSSZ3kL5bd40Psg67wM/Mw7JcWy4t97YltyPbavd4TaJIMSEfef+grliWXZ469vegbe9450H89Nw+1tSo2dFm4hk5iFbGLRX7XkRKTkw4G4/tnqwtYqFBpgNnLgXmGt176rLkl18S4f1B6sqxEdRKSLwNGqv7jnKT/RTT1/cFdLuZiiXHDVqGu9QHVzCTEzwAro9Vr1Z2jpN1wZeRUlbJJ6ileAWWGkNqeVhQxyzoWh754URqwaEZTwz0YfelJLMcPaPk9GnjecCYp+0tiuiPVask7uidZJMQ2Ww3v9ANGg8W+Mt1YvZdtLM6pwRuQgPKGjQ3XvuCTiGfp1FmYyeeWncRuJKmyzLgrrqrV11HKwSd5E99+varmU1OgPAsh0uWnjXHlnISn31Fj3ytQUiN1ucx/jPFQwaT7cFd+YQE5QKV+Qci/WRzucD/aWfse/sM9TdP9UFTts8UsK6mgc9AwKnjgG964FQEKvi5Uv+3bg3gMu+w0i/ryIU1MPEuiqfuTiivHPfR9owNtjbsyalo+o0ItA0uEJe9j78afyLTFIVItSXIYNbmW6/SJ03iM3RtTLyVlYUBj36z+XGz4EmHaBE5nNn0+6ohbXUiJ2cW5P9c2iu+F5+k5/+NUZjMs3pv+iEzfR4qVrXfoKNMbu8zun3RltknmO9Z8CVAffCeg6iN8p6bSMOUuQx0TOUxj8oVVGZF8W5FN/qTytSOyZ9SP6Ttut/se7s0vKCBjDVKkKFoOOb0vc431ScREYWG2eGuLcY9GZdLjAOuf/CvtieUHqnZYxzPp9J0PugVft3EeR5tQOJGE+CB43cs9SxG+dknIKjEO7n4gyA6MC8nTkbw21esuP3HJh/fYGX7m+/VaatCvSpx+PYPUPWEFF3VJPie0VrxvARzyVIEaW0nShSnt5bnE0o6h8n26OjVK61rTGovTDOoyy1GaVUEBXbYaBljX5NtLBGRyk7ESp6DgNpEvQoR+tvqCSgPUPZ8OFWZN1A13vauGZnpNIGpVAafOu6trpI0QVN4yplSTttomanBejdDUSEVdBpEpIEm1B9UA2woU1PE8cDkXhKLeobKdymN2lrXXOo7LuaKJwA7wV39L9jn6HzVfPMAIBktwmgDJJ1jKmtSbXR2GCp8TKjmIrR8MhOB0+ZuwpKNk1D51efLylTb40xmjo4azUxnjMy9cklWpi2oWcSC9RhO9nzvyGsA8DozUdgueUx5qXPD9RDmbbykFQ+5bHX6pKhmAK7NpVXAxDpdPkAslwbdC1LmyeYvLt+7XnoQGOkLBx+vGh47l5Sp2p//5wwjFWLmMFam9hZIGikvmFU+hvCVlOUNlAkwxqGEuNVYdC1rZUfOwZjrkZL+NV95jjDYJzE1UFmjG9gCDz5hjxAmLwtA2NWW2gy67BrWL22ktAJeTkxbmYc3nfjpMptxfpOBYPLaZj22dd8guagZYWJn8xs7JN4ZlfW7wdxVSeQlUy26gXtK9TQ21mZCeWYsf225m7Q3qZBGb5y19QXmrwfox4nmbiQ26R9jGN5YMakVQjaTyeUdV2JQee396Rcy6dlNsZRWR0R24E8Yz2aIufjWum1eWCRsN0Xlr5g62xTjKtlRN5iQDPUNmqT/bzq51hOzT6/biPc/h3NNeyvJydMJVTVW7fc0zyibVdRqPktqitUKlp9aBQijIyESFCoai7qsMyZHAckmju40VSxrnGnTxMWaouLdrqGGGF09hoAkPc211XWNpY4cOfaDpjFX43vdtLzColxazsK+mh0SZMpstGZuTC4VGDf6ml+c5R5CRNpSN+1noR2ieTMw3idalOo9LzIyCwTYzJUNwrGhiQXm2RUCorsydczHppuDSeSAdiOL4Db3bxiy62mHbVNBYW6PerSBu0mLkp0TkW1ouBur7vtyLHbcXs0Kdravu1Yax5oS8CGXdhi/NS938ITwqyiBi017bIPOJII5pcpZM0qRKOwkRiH1o6Y0dpcT4srQBsA4uj2XF1XbzHzC4ck+7zu/StgBED9d8+Sc+JzhHQb2wt0m6iVrfN3QoOS6/O6M7tbF/haT2HGToXK2Vk6zWzD9Q7a8w58H42LZxn9ibQjzhVRdSCMPGaEO2cVQ92GWAtawcD0qzfQDHH4c7Ks5kWMg4bI7YKtI6OqilymMUJ5CaR3PlEDvYHGSAe650oDoEinfVMTRkaw/n1uvpr+mLSH5kMmbM9DfdvjMg98zdpRZgEpUw95kMYJyEqjuHovbcKjZuYahACNfgJqvEHYcc/f0pc+OpGadWAMYVqOVq/LbxoxkeMcJwojbaxUz/CZxtWMDvgXTu0+0nUBvI+pd6FYWPp+jmDo3hvS1nbun3fpes2lB0KbJqtem+/yn2qwMk8SuOhz6/mW/JOqOamXplGniiTAyDXuIMhvU1W4g91HnWlAOFOygTODqzCmeHKPgiAJI4EAUFl8B5NJzmp5Tm3x8M5QNBwZa7u5q4qK75CLiLK9Wjow+jVRjabZ2Bdj/NHcRNTKUI3DNQi9hS7aoWvYS986rkb7NLPthCmhHrFusf1bH3RISNs+CTwOdQqeNgHUdY9174JxqZebxiUCuiF3n3Rqj17CDW1qnppyRB0P1vIdY7GJw1nChfe7k12z+69xz7ZOjnbTX2U2j6nVbLOtXkW87btdO4OEdoNbu0FtExn8/9v706dbjyM/DPzV87zv3fd7sRIgiIUA9wXNtcleRHW31Qp1a9SyZcuWLY8VYccsMY4Yf3DEzN8zX2Ym7BmPrdDIkkeacWtsyfbIoa3Z3QQBggCXZrNJEMR23/PkfKjKzF9m1XPOeS8uwAvg5I33nnOepSorqyrzl1mbSogVgXU+ZpdkOR8BEGxun2BpZ1ksIpjn0s7qyDNnCgGjPUhUbFweMggs/gZcPBwZgYltQyZZ6UjrKz3oMjZYYbU+M5V6FGw+J2GIwrVvo+62ugtgAOg8dTaq2sYs7KnC0N+ku9YNwOlo5NVD80X1KHUVwrBspY51LcsCbDyUyw9IAGLiBmBZ6rkj7fwPuf1W9fBP6poT3TrsNHT6MYXgFcAacUbG+gRhcUOCTI6+o0BrPbauYsh3XIlrcWa7FyptvKpv6LKBt0N242F5QBUBGzKx6ElEElUekXFYx+74R48KzCsY+pWI5dQegjKQgT5O02IV8Ssa5o6jISRCdB0SCwWAhbJqehGd5bKqvEKpzEjEOC97d1b6bchyB2l519JxI6pK279bYdP3rBgYrEwTG/U0dpM6x1DR+N0AEPRa/AQZjr6sbuAEPkVrLIMRaZtQPcD9o3E4NHLcdjhsvMtJ4OcZlI5eMYOwZ9swIzJ4nhE+P8+f/CxxAdWB7sESgreipzDWkMPc5lg31iDmoodDAQRaZC3BVTrleQq+657OKoGuBWjnuZZ5JoWE5poXzEdxNV+dnt3m0m9x20qZDEWr4s5u26iRcZwuNowFOttono/IGOT8M5rgDrygTiUbIw47d1qS47xIXTJwwmMLPhdfd5tURK+rdZmner02tpOT26YkWXHWnUEFcntp++K3sYqmaKepyl9sJ1OBSPWeJgqF6dnLmz3Qm8vMYIK1SQ6ShadL8yR1d9emRMwQmmFgBbh0/byuxq45z0e+QyhUMQCGFK0Dtl1JN8umHqKzLNYWWqLD0ila89ktIzXgIGMqBUuhvfLbeQ91tX4dd2OjUVkdG4McLgLJhJ5Cgc9GCp6jtgFxj8G5XhzQ1ErTkoQnM1npzYMudna3/vV9crywT8oETAJs+hPMgtLUMTSB8xueRfMi826nEdFnPtb4svcR62c1vGufdSuKoQFJba2OQ0w4amNVGkXQMDizMvJM1Cura5wKyrSpuUvIcC+6s9lH2thKjwMYLYRYrTYSfV+vaZLEtim6QhVVNO16r7PQ0ruHrlR69tkziQ3BEZOWJSuhmHdqSK4Jx2Sd2BEmTxPs4pzoG4EbQU1Dm6t7Xa6QKF8r3aijq3Fw3vdpRll5cw6aZ+48Y1fbuSjgDrpujpjXml72KPx2TNMvOpoU8JGmRRP03MbejMo1tAFqd4VkpAp6WQDdKjsJeQR4QgMkg+ASWyc2iu3ltgkhwo7ArskyLvY67ZQo99qKSob9DYjyWVPIJlxVmIN2shryWXMzkjz5e/YMtnsKA8WOkUxg7YpseM9uAxe5XU4tDGSeTvL6ehCS+ggZ4l39Z43uaPbRplmwuirTlVDV3U2RIiKrUBBS2ptNawy0Z4wWSA82AZBm0KDuvDlqBEhKlPJzg9UrxdzwxihNR/ZrPF/T871hBOoG68yo2joWq3yI4GSzNMQ+k2JIHaTLu5dhPX3MG9/R8VGbtVNXqk7LXPk5OYGYDOteTdNUcNJWJluDXzYtRr9gxhwMNcuoM6bBSPH/LrNRmZa2At30UatfNnealo/3eBq8e6TIpttLHoDNHef1EcHYLqI9k+00nWVR/xOdlSZivFdPULl0MFGVv3JevZLKf93BdpECFEGROYTv+G8kM9M0HULVsqa6Uj25CBazS22tSKu3UuoYgL/oMvALSeZtXYfukzXpudcsBxHUadGn2PZDjbyBTVWURYMlljST8r/Ipop/dJZHymdoEJoybhe28jpMT3+n+zVN3fZeAaEDaga/InWF9ARULx9a7epL6zs+VltUB+vYGLxuyruyToGBRVN4Im1BFwbo0pASrIEombuqfJNw7G+VD0cGQ9QBa18Do3AnFNGTHk5vNs8UDVW3KkoFX6ywpLTDfAiZJv53U3XZNXxghlOq4+oyLNYMqxLoFZDma4uz1CPLOe5oYNEgDMqyhui4M2pbQXw0v+q8eHhkSK2BDb1JwKtWYgv28TLPIxod9R4YM4unRfLVtre07SeWRTBhaYvavDy5TgKPlHcAMfQlj/GxcbXnJAZcxM62XiNXxsFYrYEy6FhCa0MDJbydtL+2X9p/pbjcgSHPIVST5bSFh8DjWhvdQvYekIB70ndDHT1A9KSr1urGwI3qVaE2ZL3+9BrvdCuaSz3J6uhoxmZp8d2lZivzFDvANIFVuseL2+6pukeISUhRQZyZoXHtmgbRjkobKTNHiH3FZGTWewtR0akno89CUawq1lKwuX1CaS9mHLjhVqQ1W9qcLp8DPCqhKxHm0aWu6UzzbB55jR0X1KB2XWSjp33JsmDZnFgdmTJt40iz7Q/lRk+EzsoWjYEuDa1tObmLJZvLp6hWDcOy2NoNJS1bHXdRRVp3wTQUX6hTrHg52v+XDe1umcDICEyo5xJaGjc6Q9/eVkQKZFMNwoINZFkwt7M3mFdH3/D9e2i9iPczbOkHYvWjBbX2ir69u13U5zkdCqGWNtYFNixJPkle2ZBxP+Q8GW078uyLqD/9RDFtv7qXUzwydRwm7in0f6DTIaI3iLrQ0R7UjzFId1/DaXYMbPOihqN7orv/wnSMLaBrXf00dGpPYSo1XFJkY8hBG45yKIBvfR0xsBU6IyrzKIjWKjFYe0Y9XJPaLgl9rVFfSWvEGXhDRrjiaeZtsEepAazUV3IdIBwRzdsxU7CvzU3S8MBSKEzUEqjKckLdprp1XKtPR0ziLa11XEXzzowh9dZ4+dowFDIoYyyfz5TJISGQPCyE11z0AkFc3+AIoA97kbhIGe7nbdNsOvEB2ohM6wMR2ddSZYVQ9CsZB+3kXH42COrBlIFcVIb8qWXXue2ZAlghoJFHo6DboHOdlvSVkFwOIcXuK9SHUwduI8mjtqOhJg7rhuvdG10K7fn+Tt/L+UbxdjPql+3/gA+2GiWxejT+Q56F6hdh+RdHRMaF6cHMPnT68NFUUOYJcxsosxWkrcBLm8WxoFmrmbV0+1bqilQRwUIeAu+mGMIa7b39lXeLM9KccO9Ymv7ke57Dlbg+l/dQYlJFtNl4DFIENi7iMVYY/wUTpLTTx6TGmY/mo4aK66ruXC41Zrqad8AJgDobycdpqtxF9wrCgmnWvddPzCOIxnLCIs3hX4TOV64KdVLPrxlvrZASen9PmhcrtFHHCHF0wGb28H4+JpvJZxB5h6phtKog4QYBhEIHirManqb0LG9pUL03wiz3omto9H4bc9AZOFYZqXzZY7VJBmiKflkCmOrBACn4loepbDI0osbc4XiQNxsGlS97pmKvisnb9jdT78fKM/kzxcMW1aCA6n/gXWmZyHj7DQxJFX8c12HDXqw+Ad5TaajqY7qZmCe3jVtJxM1CDl/FNRaqtNOuAVv022gclU2QfW9eQlGwfQrbcAdjCoPBMLJk2lGLoksJxpWSKc0K+m/vLI6stFEBsdI6K6nX1bEtugFczjl2HE7P/pYa1ooIj/Mv9M5IRN4xtOoZ+Woadmh8hyY9nYiInQ/+HRta7VwNP9sME+XJUD+lWTt47DI1D78Yw1SDQgslsAWncbvpw0bFN55LvDSRtXKgdXx/ksuSN6gMsh/ly2Wgr2Znrf01JgzXev1HhbLiwQHUd3oew6uje37F0LC1MjJEI8XLnKEwal/rWyW/5TJuSi+E1TqZkmexWg67kd6MQujaSgN21pa1HUhKisBElsnI89bEve77wWiobAqG7XibEdc0+rbftwftT1rKtbrqCmByqWXZFSUZ0amNgmGApMQ1puVTrQjHLACKzrJI6a3sx7+EQnoF5JXLoUJoawvssI6KggwhmYJvlbEQcoI2p+jqWRkYDWDQnQpqR2wZL5tNjeM346P7La3RtrBas61eriYHa05NFmWaaojfFBtx224UREO9sTi+zzCLOeWO7/FcVeAWDmEwQe0mh0X0ujZyRajSCqtGoUxlfciioVcufzYIuf2etD2KdJU7n+CmpW0Pu+AFEIn7VBETiHWqXl1dDa77XPFuugDMc1DknUGBh0e0bFFhWJ4dO668tY0KeaCjUAigZ0PXT21Vi1SvprRxw3BuiWZNhliNSI6HsyKuH+4FZkXrAJQNgoIG3hnAPQjR9S/k+Ybtdgr3g8AZvP6i16H3GQxYuy292JliCC22DfV0La3Fz5eurItWgOUbZNPqZdPGanVn40uXr+DSpSvdCvptdAfrFGKFZYVo37Rig3ybMLVhUkPV58Wl7Z0ZW1BG4sGUjF3ojYOIx2RDg9MtElr+y7LYqyH3kN7azA1FHI4WVQyq9JzPbU1pDV3oPc8v5k0Ix+6qnJUvVxCWQmtgUWEDwBTTVyPCPC46NuHXMgrYa5wolx2g7VKoI5NLkFQitTlXpmuhq5ExYqPXvUNPaBvqgQI/ydentqqZti8nYo+BDYLxL3WsDoumMeJxxTAEPvpZTtGDobZioUiWdzEQYX0d3oaySVQ0P2TJPJNaNptaYsg8GkNOxfJhg9EMgs70YqPA3Fseg7q2oBwZBAObylNXDk9mbGR3XU8yUkOQDWorSu6ngrYpJE1KOHN8BsfHx6fyFu7AKERklxG7dSxtsLz3kUpMxK5rvKvuNeRnnTLCzOmPkBmjC9sgquVVVjp3KpbPU9bO19YTaJhH+ZinyYCJ6+QU2bMGippem9/tqyxro51KsfN8MyrkMQ6+HmQ97GaE4JsBmErBPM02dlANwmSIzxDWIlhOTqA7oGrYKdlBa5Q87U0KAnofhb70t53FTesUIOPOYmkFEKGFq58idW+hjZ1j3byb1E7tTOeEtFjmKDWcprJTw2SVrjJA9TByLD4aBC1T5UdP1TMPtT2jYxF9GIfkIGIrsRfwiVr6vs5NT3WVfmZPjOXvHt3Udieg9xpoUs9A1w+MyNS8KSw2eBQCtOs+rVIg9i6Xnz2o+pwaxTaLkdtPId6KvWmAqJTSzjBfWRMSSpGvDag0iEVGoUst9YdRqGlpBkx7thu5NsuPFyaJ2Bnf0r5vNrdd70wz5nnG0UwzBvegO9gQLxYwo5kRqXyGSsI6UOleYLQxiqmtoT9jdKCM3BOhLBXyhdeTt9GeK63y1Qni/yPqJ2UOUMOzKCHqGo+pK8M2q57DHlzc8BxxoldKqRvExbRgritaoxMbwGveRIkNWRFKnwfJY9AUOITEf7uIQ07DcQg1woSctF0FZc9crrRVa1vw5qEhq/CGQ9Rd3IdyuGH3PffdG4tyjnF0Bx3WbKV6C3V7dNVxJTyzVlYBXKbtglh9t+3o+XAcCnEqcDJPISTM0Chd75R2ek67bEbn9goDBNR1C+2lwvIxhVOVtE4nMINA566UUgYD0SwjRevZkxiQYZQIaLkcOSTo91O+BrxId7S/ECqka7KIh5tMnu/CmAIXcFtIRxnNFWTv6WlXS2loriJXpbViBHcpeRAqAD8drhgCY5Q9TfCzbJfGS0JoY+WrHgBz5Om68HW3zhO/11ZqL223TEafPAtEU6zIrN/nJ+Rc3OVUoKSel0F3TJimI0ip8lbXOpZxY3W2os1j59eGqDLJnWkb04l/Vg6K6qvxinWdiVm1Oqf6SscfWBqbFEfXT/Ugbt++7b1SpDsHeEQi9WyK0xg5nhygq5p91X5/ZsfS+NawiCkykbpiWepeN9PkMf5tQA0gxVaqN6xnWdgMqrbvmHlek+/VNJLBWtmHyNhdCapI/RlB3y6ZVtRfp1brOpWCukEcIJhbObStGSCxM1K8HobyOp1O7WgXABncqIBxcZC28Kf2C3jv83O5ixsJ8yJOx+8dn7zWVXAjNwIw7Wb2gKCONjS7KM0qF8DWRm+1OeveghmEaR2Fqws69BDSOxGtjNFLNCJRh9ozFDLjPEZupPmPpyAPtWVQVo1DRaaL71lV/K8btDW03fOmHbdYIqA67XkaXdulQCIaVmFkmQm4sBaOsg0LeyCrA8ldfuHBrZYY6iFkw+Se136GQUFCNnyj9qHho4WeDd6LqAc39fUg2WxrEVxRBhkQCPBRrxqiQnp2NVKQ5BokwgYhsllzGgC0jkgGqiosxFTWt9lRo0As+pMDI9o3C99uIxcppjamUbRDP0PWkkBRAsOL5HEG6ZuteRunUyR3ZBQYySybNri48qxAfABXUSyjDW2AJbyBcQm1kjwOr+sQiqVTusYWUiFhU4LQmBzvA8MKhBW+Jy/hnufhu8maoobHapV33eeJV0Z7eEtsnv5msNBoJBtPgxQGobAavy9BSWhnmuYJm019S/dAqgeszYPcLABWtzepi1Ig04QNn1GhfKyi/XgONpMqS0VAi60D0BjwtnBQ6Tq+rlVRT0HrIOc7cXkTy1w/S0NxvqPtkY2L5bABf+c1MywDve7li4qxMjBhOjqqZ14sm4YifSaTgoll4zPAdLFpS8jCESQplNl3H3CkXux7ryjHnoIp8FLbkSrnqfXvsqiBab1c/N1txIbHmbQC1NmN9QH+GKbNfcKcLbjSDc9lYiMy4nlgfLNxN6WeogOG6he/b8YAsT+44aQ2ttRxJk5/aeOW/Ow+dDqjUOombNOsHUdQOPLCFaVfMmwOt4u5uZFpUtgMBgsA3XMIbpyCi98Qq4ai1pRRzUXRsBslgQTDwB218klbDKT0vRyt2VuFaxZxoCv/eRpNgWhH6xDV9goeGYQS5Bl6jZUroPNlU/flaYhElXsTkha4vkdewhCFs8wTshx5Xay8HEG5MgbiQqssF0fr2VimkGbON/E8ogIdw9C0qgeWt2dZC90Mlf0W6mU0AbpXUSkafTUQEjyrRSDzbO1nLTQSFtwtKntgpEi0rQ69W/0sKidrIlBDvVZ+zo/7APc9bn+d+j0FGLbez+Buh0EIXrEVrG/XID65T2djoGXQusoLCSPDnAd5Dm5ezbApe5rGfHTUttLf7b0qncoonDt/Hp/54i/j1Z/9FN/8Z/8Ur/38Z2a0I8Mwt9T2VrfCqWunFVxMkZOqJk+CheO/Jx4rYGHo6L0sgKTTrbhy1IIWjeF6TNhCSxjNXCIm9IpVLKAVLLK4E0SOUCkInkFpSK6k9Di0oPFuXTfQIWvxRiHaozvUQkaHvakCAJMjyqXusionArQZSNMiOmU91E2WTQyhaR3sp/zie2KL2NhD43SzUXB5eDyV5anPzHPv+UQ+al51J9wFZSmEfrWMaCfWIRgCHSsqiGd2M/E13z+pvzcigdjxtWaQp7nWUZlQygYy6Sl0dGb1siHw5Y2yJpP3KGPjz2WO37M3pKEbTkfBgK45kiZgBh+7qAdl2tZdHa4a8KS4PeMkVe0vuc8Q+OSLGRCy55x5ByLKZ6MA67MLRHf75TUW1Nbt/PbmKXD4SIHTIvUUSJGqB69eu4Hf+2t/Aw889CFcvnJlXciJTmUUjo/P4KFHH8OrP3sFz/3Bv3Brl5BxpJWBKawLkUNJISXvEa1tc2OmyrXFW3SYSFY6QjwoegeFFESsUwSWhtwzmtW/2Jksfi+9PFSR1CT6EILe3yB1EuZHyz1Ahb2sq1LQzjVNrixq2etGh9KMgbKvYxF1V82SRCAtnMTbJ8D4aVKyKu06bC4L4ruuhCTIZoT8gV4GSqNFPH14hBWjpWYGgQvOBkMLHRTrDjJvN6Hj/IzJFGqMeSHeXNt68VlWS9uGww4lKjQA3UpQx9w6aYQPK+MK7/6WzvFhUfCECjTBRt18WsOgL3pIZHfEvAvv2oyifQzCqKwOiPg97mfcPtkgCK+Fqg/EAeXGT/YcHOhIuNZKAcKCxtO58xfwyc98Hvc/8NAOCUW644FmJUYNRTwOPnjQOxAp9DK3I+QUVVKHjpUZFS0jHGmC1fN6Ky/AJHW2hLT/PRShYCnPSppcIWHcYPW5dRQYkWD9rDOrakxfoJpWB8LddWeU4J1/MRQhZvzU0DFmr5ufFjMsSwsFQFeba1mnAixT2wtpwTQfYZqm6mYW3lNGQWlE41NbLcwdgLuU5wMIzYbohenPsyGsZVSDvoYD1xRKctMb8VqQ0f3Mu4ap3PhWI7rZLA5A6HnzJCidGPbpjaB7fWjeydI9r58zhWxrGl7P6vFWz6GdcdAAjnoNagqKZ9D64xSMeyml7Xe3LvcksCAfAzerpP3bEkA1cPo9KeAtRkONTccpWZ21MJ5zwjBuF7HR8/qf4F5SNHQNfGpUgkCSefYAGSX3EGwNChkNO4scdP57yzmfJTIMQ+1Jd8UoREQg1kHoKVd+U0TKU5tgLUtrTlSOsVLWhlsbOVtki6kCttUsN0J18jTVafIVnMZfGSgxTZP47tG854X0rHk2U2nH4W7vcKLKvL0rS9pKQWWcUJd5ONYRYhcVS7GhfEIfpWg4gwZC2RvT0AOX1VCJhKor9Hwx9BrrlkN0uVdHL2d3lx15G1khj+K7+u6oXr1Da3tuZRyEhbJhgLWJfiX6uN307Zi9hxiWG4elav9r0zLbuIOd/TSQH4OJeD16PjsVS0UNbhhkbE6UB2+RffvUcgx/22PcL/0jj7txZiMjQ2rb/o3y9/fQWx/rH9VLWlr7CPnY8bHUjq3f6feoo6x9UH+X9L7yzmmEv2Ep9qM7n5JK3/u4rivgOjV0EJPUkEVLTK/v2m5aBbwQlnGFLNZAS4kNfiFbLmmD8axwVRHoOcaO6Er//IC2hQJcPvDKbQasxgMX24spoEtpszhUagJaaR3z3mw2oaHbvXZfd1AtSwE2E2QRbFBX8s7zjHCy3B6AMXTtPdBJJxPrcGO5Kopmwz+mHiVtC32sPVe9Qc5fQyOe/2Qzx6IS1YHatbbSeUVq38kQjeTERmNY8qBY4F7oNEGOjuyUOs1gEcGsYM3GuAC0hWulIdQKMGx6DwE/DL2JrShfeUtlXGx24vY+M6besHCYaUjiz23ry+y9ML+ckOl7ALwFPaff0EWTHil4BR2t0obG1KIH2RuvvOW87tQ7YLpzT0HGDTSHVjJK46mZmEpXb9vcvaBs1eyYZahCK4pQsTZLYnte4VcpNd0ujYz0gNG8+K3GgRCLKn0eZArMtg9LoSmSbV1HG9swrONCa50SKG1VLGgAX72yFqlI5G6/3WODCtgePfUjF8KL1reCKKP13p3Ku+P+CLzke0pWd1CnKnY+PWKTlTwAi1eHa9LXAeVOSJJ/x/bj90QRReCnpzrVVG3b7du3IScn3m4BlLJYyFT7jaFf8444UAhT7K7d11vhsC9H9uOtYT/JD43Tz6DEy7nCHyPx9RJgWL7mHXUFsd8MMvXwm2YIiufrxsHDbjZeRCl3Rq6050SNdiyO1sq20Os2ehvhIy5Y4xT8tTWsznvwVlGU7aKFcgEPO5J4Kgv03OP6vp+21RsiYaGXWNH5ua6U4u58Ljs0f3I9o9GJ8rJ2pFfaHk1TKVWBNkU/z3PXuHvZ1NlOjjIpX9RNxVQR545W448LKTRF3zrwqHm2GTWGYlw5FS2gxCZsSrQl4GgpMYiGmZrS6by15DHaTrZLnDwQyy5wd10Rf5xeHOREnukqQlW+1Lua/VxibmeqzHMTyop9DJiigdV2PKZ+lo94gSNPlMY0zzg6Oqpx6c2mej5SxwD9XITaX4sCO4X0rPdce231wrSs7AlkyjLZBgi3vaeCN+VLWCLIip8f8NvlA0fkBpC0k2I7VGEPoVVSQPMcZhp59YGLghpZEUAW91qNh6JdsYLYIuqz3Bm9zTEFSd99LxIA1ki3kvWpMeJR76Lm4MILcbPWkbhxZQQH0NyIFVTIvxmB2J/k8iL8roabN0Vbb3BaBn3YlKx+iENwVhIxzMAKcC0TeCPW9JYoq7qZpNStMAK66MtryjNZuFGYpFeEsc70h8dR+1wD3+l6NgxCiY/kvsbfdmpImRQn/3navdEJvKb8unCq1ZGuxt7BH7V5hmWh3JoHgKkIcHSEQiEkqCeQ+k5+PzQukdBEtrXvUOZQlIGihretfUJInUHI+Uh6jvl3BjssPdZBCLpMFfGufESUv3R/ABByhjpWobtB2KjNoN22mkNBmu11h3TnRqFMwDSTi6JIaVOtmR4gYzuPVsZBlZkPVMkUFZAMXTYelbfGQUimE7yGNtaKFTp6tcp1paqph3WRmHO0gjgZ5dK1zcmJozy06i1iqMA9kH6NghmJRbr1DrE8ccbNZDu9Stiz3YxfQyXLZoNpmiFtJ1UxHkgpEUT2MpCMww+vn97oSP+4pskdEh6m7BVtfa5fMdrXeEBu7b6uMtecFOVWlusZ5SblBExsAJ8NVVqZmkNYWrY6W7SgLrge81rrUPldoHuTbPNyLJ9pas5OgQZfDVRT+WVRcOAy68NYkfx+xwDQ+g9E1yuIr0Dehwad1dpD0wnCnkhpDg4Zl9BO9L1x0uN8tDSM9gaAiDeTNGO1hAe7PEZt0A21FklnhMHPIqE0u5rfVbAd9PaMAq+ENOWkyrNNB1UlnqyyXjdBpKMxGeHXj4icldQdNmMwMJNC6EZzGcktd1hF6GG3yMiVfYsAi2AENcbOTW686tYQEzVCVa0yyDV6Df4ZZuBLbxRVrrx4TtMz8cpiBRWp04yFG3eJmbByIgF4OYug0ALF9pblUYqmk5OIvIdzhZXhymSUd5uBk2UzQuksEzYKWu/aMR2ECo7ofaE0OuHYaKrY8aecfw5x8hiOsPwdQTSDsNgnpN8ixOxtKmf9PlUsB58RFpWS5utHjQaDvBXBFy5ikwldKwVl0XRHxnwLWWeNRsryUqAnCqIyH1uSTgYvyKzxbWnVB0M1Z0UOkXacrbG7k4et/FG4ivkLeiwiKFW3ASSdhu7IKJw9ew4f/+zn8eorr+C5P/oDvP7az6Fu7ER7ElVFuBlaVTTEaXFvO+Vp/WBx7aiBmnJV4akIlmUTZ6q03mKD0dSQatql60RVqRUsqDN/pobEc0W4lx3Mnu3W2CEtflkAGxwok6+XSyi4lqnKZJ4mV7KclJ4v7PrI86VOr+do6wOm/No6D+t8QcYes5XS0KY+Kkn5qqx7TR9mnuSuwvac0wuKe6BMcwKCXnFkg6+k8//7sQVV0q7w2Rh4uF1MGXGJ/BRAV9SjsJOXEeAObB6glNTuaz6m5EtUgmaQ6XvlZ3A2hwK1JtfNsnF+04lw+s5Iv7m84lYi8ZyJhIYbChkZhN4T1h993sDKoGx+N2SwVobuIuXC6aYvUSsDtDjO+pgCoSYDW5msnmiQDUyXaelCVyfZlQYceMzh5n334Td/+y/joQ89gsuXL49lsIXuyCgcnzmDx574KF579VW89OLz1Sg0ZjXcoccZbjaL9aBcwWpI2k17tyYVUWx7JJAjOR4oY0Xizxa1oJPYityMgHJjXJtJVdDqPdyjfJRZiQoqlp+gRDMKoj6iCii903UQ40GHnqKRMDnbGAJ/8gOVn2Wp2384ykAzpIgNVsSUIddhdIH1cbLUVRi9cdRip8ujTr2m7O11bkeK3FYMQim+ZXafjxbWv4+U1WiAcBQSYIMwUkDajrlexNrISplVqXfMT65UjM946HvmI+yd1Mo8MgrOm1012ehfnjYcAQMBl+LqnGPm+T3YU1kSEpUC65SdxmFsMFi2Od9F82h9JhoKX+UvUhDTb32ufY99ca2dq4gUfJExlzj2ooBD079y9Rq+8a/9Rdy674FhGXfR2xpoVl6DnbT1B0XhUXjABLARvw8vmHoLIYxStG8rKvLdS7vFIstCHsNKQ1uWupdP2vhuTQmFP021xGfiO9XCj8IU7QdE6l5GBWgbViFZPR+o4ndF2hm5XGZxRBYZqfIrHpCkbILFbHPT614/hvZkwbJZULCpG91q/Wj5Fy9PvUT3uyx6dGyfrYONFNxIwfL73fPQ7hfv5zAIpz3K0+fOT/7JCCWTYgFaCc1ggw920XoZ8adjcLqPVnwm85mUpRlzavc0BVLH3Ty/eC6w3l8EmOZ+YzeWz0hmu8JAGTBgpc5DmaHNbFD3HXhosif0zZ/eBrYYhC1l4DsMhFSm0oxUrYtaD2YKbE82NEDFi9pi+ZifLGtu2RxKMnNtRnG1GDvpba9oVsRIgUxT7u1C5ymESm2DuPreyFtQsOSdjBFMRIq1kuoW2NPUV7ChL1nf6XGIRne4uZ0+Tu+YAqIOuGw2Fa3SM1y5/Jmv5UbZtYGCejKV7lMERzAKoutFVyRd52+L2DwMVs+pqGEq3+yOQeOEyRMfyKQrj6UhhHy3t+jsvY0odH2R7rCckaGJ9+r3aepBAaviHPM1g9D+6TgR7zOk7XxUhoAAS+l4dMPWwAd5Ary7r4eHCnQPMGvfynuhMT9tR/q5jI0Ctx3/jHsTcf/t5CvxiyCKbxXVi8o2X48Gfg1EsJczotU+bm8VP91NQuHdM0kgSCfd255FZsXySW+Zp9LJzjyBpmtruu4poDh/K3hpb3rbRgFAB537itUumqaIugasp0eh7Su/SHRdi8bOik1cGOWhPoeU2FFjg/U8Xcl6mtmt3oV+alvSMJP0N8H2UgeYabUyvWWVqxXsPR8Awg6faojrs3HgWJXtkrZEqEZyNpSintdmc2Kzl2YAG5pFsWw2VfbLVM8akKluPksG25FRL4I10k6rPC5SFejUGv9+Hbzv7FUsxQ8SajLMocKsyIJcibQ9hPaYNVl8AQU+O0rbpCo0DWOagjBeYn4aolhbwT0CLtEzVRkuFhrS53RH3Lp6fWkr2Hs3ZLM5wehgnUzrhjUCAG/zFZSpUtc+YN5O7LymCLGkvHT2Fc/wSop5X2JANvQWsiXU70KfrPitVNko7tNB1FP1tm9nMaf0LAfxsN8pij2ku2MUzF31K7FB6DMuJA8F+fMap+dOa72vNY6IVLxjWedjhEQNsUPBkNqYmnHScMFoF021xq6kx57BCHmyQbDnGvKuk3JCl/BntaAJfdXQhg4Ue5ojtMX8OBIS6CK1qaHXqjDanjkT6j4yLX/BAtkISpumODf+QRMD2KNTxL+t8Ud3v/G5LFgqU6vvZYptiLwgAAWTdaCS3unbWObL01SDkENPNZNgzj19tC1JmrIIHTkZBG7TFj4lD2Tb2dLZEORntK0sy8aAiHotWqa6/1cJhrOyKZDNBmWSkNe2UNIohNSjXRqUd10KNH+mWGSh955i/xLrHzXsZRnaOx2VVBfEnwGE1HYZOIT8xUO42quyFxSytv5Ev5N8qBBQg1B/5RByykNyqbAOWvagt2cUGkq2g98BZIFEyw5rCK7UtOO2RiJLPbe5zUCy0EZOQzx2WKCK0V0s3TVQDz/RTuBhHNQtCdScFK8o236YZmxoOEoNVy1Wm0pqB1sNEBPQKWwNuUw2pdcNnxRu3+PGFePGsM6RQ07RIBYU5pOeVcVXpzqW6rXRWcYous/PXPf2KQDKAj5T24qA3AJi2eP3kv7sZldm/h4VjfJQjV03CV4RlHb4lN4auew07ZHxcKPEYSTnsRkq9B4JgAoOmhEJHoSBaCEQEGXA4aVY3GgQdLV6gfbVApQJgjadexFsdL8m3SV40dAgWh+r+eezKAwL7IV+EzFI0v5ovNZ9R7Nis1C1KoGVldL7kso3G4TtQAHdve4ZbhPgwffqvWvd9rxw01ejQQYvPw/fHdU8CfUm3oZo3pZRMGVcKDZJrrJxpt8Dr1mxtctq9RZpaxfi9hBmNRdfsJYVpQlpGcc6rWFVbQGtuIzG2XUvs8aBJaQxCjcYkSej72hlAsWPfmwoXhpK7JWnpz32ftre+Uucn89yCbYHFbF5eEnHaWjpPZd9AjDNfr4CIaKoYMfAYBtlBBrc+JUyayeLyFVjt/YmAtrSdJPsRrHb0fchNUWi/cAYF31XGl9VwY2UiCFnsjvWTpaxoc9/eo+9itx+tY15W3QlbCCn+C6rpoClTojgrce3eSe7fod33UWqfU4PLjJvsz3GHiWdKTCwG3tSRt5iSB6l9yBzeUYRASsSqCr9P801GIQ+Db2+5h1FfqqeQwjBkqq9Y7pL4SOlQp+0d02DHWL3BCcnJwDqqWK6+hmALXRqL/r7eqkdVLFsNvXs4kGHLqgnUclEcUwSsCpmQbU7+Wzd7C6qQtk4hKM8Y4Nn5KEzoxhhGY8TsAg3GFNjMabK0iUloIarymQTQhKmpKCssnFGV76+CdmD5tFM01z3xNHrInQ+BCfhDT8r8jXZAt5/ClX+LuUzSi88R0iwkEJkeY747FVNRI7BiFAIzxR/0AwkUkKilob4O8YLgST14kZlHckUcIPg4whZhs5U9Q5TWRsLUyHlsyzBY4nGs5fTPsRGGuBzs/WYv9ZPN7Hf1v9KyM5t8Aik1OdVtIvUcGnP0Hb+h20sfHdZ2qxUEeuP6hWO0/I//U2so9nA9ozXmxqC2oSqNzfNR7uKspXumlHoLWssWNycrWCzuW2x8amQ0vSIagwZJQ9hs9kM0GLkZ4T+A4Oc4xZ3XESaATqpz8FBl5bTwghJaXehD3hnsNkMlFd4JpGOd/BCq4oGN16ShCBL8fESfcfLNRjEVBtBrVNDByZL8/q0k0qoq5G3MkJeawi9XbEEc/yV34tbrXNHT3HWlV4S8y3dYL52wjV0ZzJPK/K7OFqrb1AbY4MUDANim8nEyn+tvbrhqFymFKh6MyDQuhKUiY6QbJ8chmX+IggZ89v1LwNxbvycQzfsG7S2ahCYrQFB0Xg5ldulOkHadpoD2sMw8Ge8xz/sP0DLJlIXfiZA1Cel8lKZUVr2bgv/WTpVIc3zUWvDd24V3pZRODo+gyc++jG8+rNX8MK3v4U3Xn/N9t/JHVmpR4oIWpXLD7jLL7bEf2knEW0gm03df0mPGSyArowWoGu4XWUw0loWICEyVYYiOrVQd70xe0+f6m3UKwXoBk1VgSovut5gmufQQfgFDZUAqOsaSlwpqrO11MMwVbql8Tq1zt8MtR5CX9qe+lj8AB6geQzzjGWzeGzUVmOXoATVk7CObk6WdPWgiLAr/4oTPDLeej2koPkBKMlA29YlDA6KjhG4ottslvRcUtQu8J0KZUTmGRb1NnjShBuObbOQ1rwnvb/mAcX0tMwp/WmKu6iiN2a7Qi3j/Nao90BqXRU/l1jc5I/bzZi4t9Lk7z3eJO6Sd2ZKWr9bJEFaCM5BVOBlYBBMH454VqDZwuL1BDZNt/6+ces+fP3P/RYe/tCjuHDh4qnKxfS2jMKZM2fw5NMfw+uvv4YffP9lvP76a9g2dyQWECYwQe+6h86KGorRowWXpR103ZQk2j5Lvuy/xShz/p0yAqS4cgYPrsIVR4d0BYD4eavGpykVVHSwTRbKRym2NQjdtHsgfvNMFIuvy2ITYZjPVYRmHKMZU1UI9cSuMk0oS/3OntQ0eSijSImNPbo8gUe7zGFAVhb8KhD0bOz2pYlkgMTbM46siucoErzK7B0onyMFWg8+ci+zOxENcYLDKXWMsVC9jck8URVGDnGF11buRTDEf55h9hJH6aMUTENEvOO9LbTWFkfoX7f4mKepbhApM9q8VDP4WzIaui0Kn6pwsVd95fKagU7Ay0NIvjI8lzH2T+dqnG99xwygGQb1nJy/RRZcu34Dv/tX/hqu37x16nphuivHcQKOzMOh7fSMxUVR62Ke54ok6azl7kUknaNIappskLZMc1BsazRqyFEBxXxHHS6e4Vy6qlRjZ4prRK2xZgUVkNhSz9QVWVbL5ohWQ07eUUaGgb/bJ/p6mucZspkg81yHrxfU0EjjYyrFXO/Cn4FF73Q81iEAubupzBEyWTnMM2awoF6J7TFjL9ouomvUGwblD52bJrsUT3icB/kcRVqYzXuw5VdQbFGbegldson37AkohW0qVuTbhSLgfdOLEccr1sKz/HzHcMvD0DPb9dD26veav/bGYl8126UUuk39RXkFvc5yK0GzDDyjgeJeMcBr7WB7+0jeANULjxOJ9N4eGnf57GX3GLVtwfqL6de3YRCAuzWmQNqlom5W5a64rFHDB5V4xWjXKVrhw8647Zlp1rDR5AiLO8EKq70ikuEulvmTeaxHFcYxCK2wDFDsmdRAMy8xvzaA2971PZhyo26figizQU0NrWt44t+5jNNcF7hB2sByifKdpoJFkheVwTelrWWvytEbLoeXQlivobAxQnaj6kDLOx8BuCGNvIWseBHucGx+qLc7Y8ChBS/PgA+d4JBW3mdFs49ZsuM2Of0VD4KfYc9H09Fnra+lPcBGaVmaAcVRiFivlb5Ma55QS7E+0wxCKQwKip3FLm6NdpAqZkBX+GfAmMNjozLv6WSEPDV9lXvc3j0ZBmhbluFfTJ3GXO4C3b0VzU1hNlVRlQpijHYsRhU+6srZKXXW1pBk8WmX6AQj8C0cWmcYCS8hH+VN44trIh2GXoqPIcT0JA1++lL0vNXCWj7uhqbGqvcS2tP7ix4FuYN3439SQxKN4DRNkPnIZjXZGhJ/ubr0aJ2RZEAZwLhUnhUZlgIkZZSNwjoCayEkCK0Z4T/aQoAQeDgpLfHKvxY6o0AL3G+X4p3YykDeDD/FXhnn5bOW6L3i7aUaz+2dvDOkW+5bWQdGsfcmxu09K0UvR2HLSOE06vlkuFUeAiqrtsMGcKpKmewd9zY4LzFmir2ryAAASdA9zSgf/s4GYWgMlM+tsk7tkTrOWn0xcAR/0jvD+kWbbABgnmbMg/NU7oTu6uwjDS8AwGazqmLD83xZABTxuLw2HNuGuA0yq+BqWIPT3d/N9fyrS70Mns1hkWBUSsGclGl9xmcDjfOL1zKPGWWmVMxAehrtOj2yRl3+FDPhW2Wa6zKwE6+I0ngyGUy61mG8CjyXqdafTxzgWT7ZiG5zybXO7OxbuFttLYY7XDMGMw/ms5eRIJ9tL0CHyVuegA08Oy9rPFJ5NJ+WoYEEStc+BkqZzYOmrWGE0Rbzlm+SZfaAszFfMwjj+w0Apj5sX1qbkWQYxJ6QYDSLKnQaAykkM1OWNaHkMxf4bhwFAhqEZZ6IUVXgIwAXjH0zAsprljkbtaFRGBgXv0dl0K2vW559ulmHkZdTauRkmuat/X9fuitG4ejoGI89/iRu3LyFl198AW+8/rrdi7Fb7wRa2Bw+EFkgGxDSbDVLO3LGStNnkiu4pXFHfgDCNuH9hR4pYYAxrOBq1/x9rlBGYdk9jPLpK12bfjEZLYaIRqhaPxdFsitI0zwCFEiZwv436u3o/xryWZYNirSdVNuOoQWlHvM4SJv5qTyL8Z1d8w6FDlz3vhCtxgdeCiu/7B1qmfSH7zBb69RahJ7JjFwelTftCeQZd+UahiEof4uE8PqcUXGLp5/LpmnnsYGwIj94Ss509QR7Y8DpjjwJgfj+UolEUTorPeUX2vO8vL1xlaaLQwK5y/HTgEQj4o9Lq+excuZPNkvRhMD0Tj7RL3/X8u96zo2isdgZE+vbknjV3+3v2o1b+PLXfw0fevQxnDt3fiykU9BdMQrHx8d45uOfwuuvv4Yf/8kP8fNXXw3z2pXWlKQ3QN+yOMVA4qdepi+lzZQx4W3ht+bt21OoC69IRit/s2zQ4FSd39TCEDB07riHadUQsDGjIg4RZ4EduGMKaolKlQedgnFo/486bESJdTuBZdlAw32i+2xoa4UuzV8wLQtkEqBI8wgLyW0bwmwZTnUX1ZE3oDHWrIh41o/JEXUrBIFOh+0HUdfOAlAjB8T6mdpusgJX5oVMQv9OBAHrZR8bfVZY1XNZX7Q4SnObIQSiUmKAMuJ1UbDRyGaYBfCh/ZRWzWue0C6h7d7PDs88qmGAApBV2bF+aFcWrII9MVmGDKHMs2L3/tLXia4dYiirnvnWcyKYl0G/z/cbO6vY1QxQBn3Gs5hhuXXfA/hrf+Nv4dr1G+PETkl3xSgUahzN304NEakyevfK3amBoAcoRgGtKCKZ3FPg8EAVrlgYICqdHgUaj0HhlzoVtvGi6lBDzd723aC30wAAcF9JREFUtpkifyajxxGqANqCvywH4q2uBC+OYpoyjwgLwWaZ8mmy887X8FupspxKdUeXaVOfWTYQOar8t17joataB9uMENeXXo9KZ5tRSQqweR6lWhlICwEW8enFGd2q4s177TMpojb+NK/h8zEUgu5glb4MXaxaP9MaCs6PFUi+PjI43KZsPQvt/eWAht9rnpxWqkj6ZE+4lYfSYHDjfBHASzymi1GTW0NyeVr7bNdX24y6juaJaR2NgOK4vuxKMiT6FwbiWzqS+UzAI5e/NxpZJD1w4V1Sha7rth/ACri8A7r721x07rIr+1xQFXJs3Io0HI1Z6orgglteH7N9eSzXys+y+KwgRo8lhD0i8mvm2JtNM1ibZQOZqvWepwnlKK4vYEOo/OYyc1lZ6WdDoV4LgLp9NYLXX4G3pdXQ/VJl120xPDAMNY9+QVRpHgQAbOYZ0zLVY5vbGpEMb0rriKN12AEZ0rXRM5u0RsQQ/HDX2laoAsxlxlLqwUrLsqCsrOWob/Qy5vy43gx4rPANDUtwwGHFJjAPa2gzl73jcQCkto1JqVGwzSCDh5tZJUBQE26zfQVcvFwWrvJuvKI9sBUomS3l9kS6AOm8cGND7F8nc3ftXB72t85Kx1qSpeoqEfF9wUrxMyyKl3dd+W8HQOsehaR2QxENWWxyxN2iu2wUECqxfjIQWLHOQRjrNecdt3i6WtciED3NDWjuab/4zK19wTRF9KMUB/GKzT7RME71GgSbzdg654Eo/cxbMFfUHlFkQFvcWRDRmV5j+amnJshhqqpA1eD5bBc2Xq4UFFGadwWNTddtmAudFQCQ8lDl0pgx0McGiZGu8ksdLSu8NfTjeqmt5KaQTybLE9vT7vPiEkajHoI9Di9D610LHY3GnLpnEGXFCoe9n6rAq1FVOfKWMmWaMM00nsBewrCvlYaJJPaL1h4L9yt4mxtRDmWF661xhKUmA4+wTDEkXPNrYU/DzU5BNlbO8ABUDym4yMo7p8d8d+kHllW/xTrV/mF6qnHFsNdtf8+H9sO1+3eb7rJR8MaLJGjdu19pFN/sGqKFJtjakkJgQTdhq9Wc5hnz7FNGs1EoZYNliVNKnQffX6ki1bZtdlOGNQbvO3XyIN4akiulpEPi23NFpzw6fyNPw6YwkmRc5vReajMFxWS/bGKsV41FLQNXjsqsLixUg2B/tiVI44DDBFRBCQR651YDAFSZEgLTFwRx9XC9RsZP+YTLyup5Gzqj+t7X3RZVkhCEAemmlInBIMOYRmwTuxA0a4sqm9Sn1CC076XJro6FtUWPzSBkOTqLwRfqy5BDRA2FzTON32wpxqisXZseVUHTqyMvsbaZVsdpQ0xteiFkOUpeWMDrxMbKsWY2OBlYejtc2toBmz3Zpe9tPaZh2TZQNp6w0BDlqlG+U7qrRmE+OsIjH/4ILl+5ipdefB6vv/YaeD8gtcpKGSnFhqsGAUkL6Hz9loZZXAkHk9f0x26VdxKxDq+Utxxm120ixGb8ihtBRekii6G4irrqoTR8ToNOfaxlmhxRp/odxaFd2UaF5+4yybY9PEKwUTFVeSzLQsc6KppqSH7ZYNkU2waDj3/0pq0hoxT7XVOCJlOqqwFgcEVc/wteCsvAkm3yVR3aDO+kMlmhACBIaob4RmCGeVNjB46v94Yo73wambCEYy5Bnu2gI+IveAjNKITY/xbPRT+tWSnohYk8wRIYqLG221Gtg63jJQUmrzK3HNJWIsP3yMg70/C2n8oo4f8EFAa8rd0PGMDarva9lnoActUd8nuaEJeH2dd/i3mno74jIrh2/SY+9fkv4JHHHsfZs2e7Z+6U7qpROD4+g0986rN1FtKPfohXf/YK5vkI8UxlR171e0RQ7uIK1XtTsM0yCnTapb+vy8FNGaOvYO0s/TRYMgqbjR0wUxqzy+ak3uPN/rQDlWInqVUb4M2vQKzyRZa2XbjnW1rZHOGuzzkPv/V/azAxtGAHc6j7LhL2RuLxGDGrS+M8m3aym+a7VFSmcqidtg7yzmU2jlZ5XlN+9GwOnWRPiCnomK4t1S5VZ45F+a55p57ueHaOAw5p04MHiipxOzII/F0/NeyzRqYUhH439AkaF1t03UapM+V8HGHdAmYe61/LY0Fr0KrgMv/AstB53FsULa+IjqEw4qUUHM20poTIkPfiYUwRMR3A/AGwha5deetNM6r7hIy4bHVyAwOy3O/y8zrBgQ1D0xEDHRjza+XUNRfdXeCBhz6Ef/8/+o9x9eq1nQtjT0N31ShYjLNoYyyGtH11Ym+JQxx9QBojNyST77NQu3BOTSGHkEaf9cn1so3DXbT3kD2MyKu1BrFOWoB2ljSFnBSNrpDLSxOIfLACEZEwvc4ACntd4VpZbbSGfgRNwaO6xG0zQYaXplRYWa42fkZYmT/Nme4N3s2KYg19Z/Cxi3pUWvl0b4X5l9UpsGvXRgg4eIUqZ8lyix6DfV/igVMh/aUxzhMx1gxRtSxejyvlUFDTrENMoqvv/KnPxbPCta0O2dpiODP75mhlMGVtstdBSl0o2bzNvg7y34hKKQZMAg87+0T8G00xBqrB7TbUfJt09weaG6nbqitAHaHv7rjhWvvzcMxK4yC33OLhFCLKMf+MEEMlDfIpxVdrcyXpPbXsoazJ0FlHavxOmJuMNqsNeRwLjrQsErZn4LKoQeiVEBsgHWSuw3cQ36tdtyoHyyw0VDVy0SBs6yiRD2Bkiq1zDzSFl6+OceTN4MxQsxIgA7rNMPD96jVtXDmg2XVCxaO9gta8kn1kYe1K4vWxQu03AKxtL50J0T5tE4Q18CVt0L555tMU69zK30BPmco6Kt9iGDTsqvPwMU2ATN7GyBgNDaDWcSeVMQ/hfeln0LHs9DPkpVqIgc5WKlbOGloko0Aj6wyIcpXk9mzGYQ9D9HbpHTMKlWK1mTJKZckobpvV1fvZu1DkzeEhfYf/BI6o1pBEe9GvDSqgMySQwE/kl9D9oJz2DvG1XuGOWDVMtCRXmG0ax0/N9S2wmHdGoeohSOsEFn5Bp5s9Xi2ueNUwZAXNLcE6vj6ziKNZ7VBws1XEPS9Np+sY4jxZ3Qy0Rlagw3BRUAgD+Wu0mICGyXiHh5Dzt09SiKKVpOUNitXbmp77O6KuvTJ/rCzpS+1DJDYGAe0zvB7sRVTYIiPDAH6hje+06ILyN2j7XM8q95qj1oTAVnoiyje28UF9Fm8kjD+8vdUjSmVxGSjGyGkFsTRBjfTMNlrbFXX0907RO2gUqMFj3EC2ASlDOO3BHIsddi64p6CK2jp+08oFdW9253CNc+8YnYJLjOc5xOO4dEuZPI4llSmXK3SGQuczyBIajy1SohIUKoQq+CV1mDxV0Mq5LGZwNF3e65/jz9bR9D/xUJqlBS+zWSZBHatQo6DXUmiGGLaOyogJUB2jvLUwZVH5qOKMCmEXih93PlqNQa8zQDlNeCp6JQBIAVhoJoVesrJg3naBKkuGWdRyoh6iVBFHiDOFT1b2xRJ0w8AGwVF2TwXA0TxH5aoHaU0Lbe1C3oP+aRomH1Lsxm5vWEwAofwIioinGttVaeMCXTva4ausRBwiSeBZ27b+5iOHuzKt5/y26B0xCvPRjIceeRTnL1zAD773Et544/WEdsadcogoBg19N2qPz5VS7HSyXEkj6xsaReIzeCfJW2GEVztubD5WuXZ/ceQ2QBQhZ6HGuNLQSr7f2nER1PEL094lJxHSEk1iDaGI5jlWgnoAj3kmTVkYqDOlsTQD1DyX5EkVqIHJwGLcBryDk4EhY5S9xrXyc15RpIJi7n+xNNcQsbaNNQ/C81RVQ4qPELvrlnE+yrfWSaaJ8y4sVxhoiLJeU6jZIBDf4Tlu98W9SH4rt1l4VSmYGOUfnqXLYtd7RZzeBMylxUhc0U60H94u6umEDDQEsIXU2jRq5xuP8XRlaqyoXlDDEIGP644r167jmU98Go898RSOj89sKeud0TtiFI6Pz+Czz34Rb77xOv5f//Xfxhvff532sIkdM+9SqLRQfF4V5lpn4Pd5y4AQG7ZN3+I7y7JY3FiJB6qVR+7c0TC4glyWbGQAoNg6BEmVrOno+APLIBgkm+e8PsXWAaU05cqNrnbNQsZAwArNuhSFuVRpb9oRgAukLK0zu7HVsQSrg8Z88d7hBk1c5o529SChyftplyB9HRkE1aBmECoDRaSGqs3lKcO57y6m0n3PIQjv765RuB1nA8D1zcqhNyDqnSVgknTcuB84jMltfy3PkWHYm9rzFXBEQ5A95ur1ZM2rp/pF7vXHUleFhnJQ1iMAPmZzRWe4YQCGxdZmS7djnTo3/ExXK43PqbQjgovuIyYkNwKJgz82FEof+vBH8B/+x/8prly9inm++yr8HTEKpZR2stpcG0RDwhH5whCEwJWjDRpag3UF1L6shn3Y8I/DVrK1Memzy8Cw5Gesk8NBR2MvPSuQBoGXxRUoo102NpxHRmOqTMtAln1ZlSF6gJVGTTHwyuhfZ5AJHbAT0iohA/8wL6VASjWIIogL3AysFaCdqV1luKVuCSkxmUEQL6N5Kfye2Q1G0+sgozXZvh2QwoD0SmcXcBkXjr2C+o292u2egV3prm3ziixcl67tVLhVqPZD5bBG7sGJz7gu6OtZ5T7iM17QJAJLNi4T0ujll98bGcOC0qWxnUKnD31DvUBf9EgbOaYy7UulFBwfH+Po6PhU7+1L7/BAM6pVhHdI7fY2SNqUxXxUj+fUedsW/24KWnddzfNxNd44NPjFp8SGxrXyPaN4ET98Xo1Wh+S146G66eZWCs8IKgAWTJOeExxXd4/yhqbfeBQRnJycQESqLMLLMQ0M7gHupfEtz88fnMpcN5qTueY9zcAk1HHFPh2jthRIq0zzBJl0M8G6bkAWX1QXPDbpZ5Nkg87kCr4rpj1hm7jRA3lmTnzT05sm9QhbWazdtVh32pYDiB7D2iriLpRkaZDhlfU9krQdqrIXep+N/oh2jzmo96plHSguib9HIaM+Y8RK2EGlpR+UdsYi/DwbMtHQk/S8rRiUTKEv0lNrcqvF0yHvZmzZMKC0ccyCepjthDKJ87rF6I+8ztMakdPSO24UVCnzghSb+YJeEWi4yAcmyUNYafD5/a3ontIcxctH744QuNc7hUZUsamRCLwNGmlLhT2TkfHijm92gu4bgG+NOJchhxI8j2LhEPal1XB19bKFQjMlY1aax2AKjPIgyax68prcWj+I5YnZLwttx1DMHXGvppSQbnFhkBLWWtQ59fWZktpQ5oOVeA47Rn6jUR6CA0vT8/atUdiwRS+BP5mv3Mayzs4Qq9Cz7YHkIXiMncsQ3jdPM5Q8/Gqloxy1sgS5gfgTfoMi/AYWI988JVw/TJVH3lY8wKwvyKGr6dFuAEo8wSO39Awq1q6P2847Q++wUaj7BG02G0f6WbkUHQirMewy1Z0Hpz1WYwKIIZWBZc2VmRXjyJPIHZ7T4ZCCtM4wLbRBWEHwZjj9pa2yjSiyANj0rj/nr9tsTNxhWMrxcxRCCOXil4uPC4gixWlqE/FGjZB52G4omAfRPY5i1n06g84QEXA2ANvRr16f2pYPitf6PMblqfIDROKqXPUaRzO4Mj+jTh0V7WBAMaTts708xOez7Hgvqcj3+l5c0TAgyH3dPNNz9khsfZXvWPYSNpTMinQ9L48rkGHIvDeWqhx88kIoD9dR6mNq5KWlu03lWkmbTPMaEY0qxLpregpct+NyVPaiHtD0bFsUksM7Re+oUZjmGfc/9CEcHZ/BK3/2Y7z11pvhfpjnnpVyVvB75Ncpv6RUDUcMlP02UiS/WCir8SStwxvKAUTW4+KZt/qbvrdgq4ajDNQayvV3lC+IbBXOSCEY88bUkNPwrIcovFMXyGB6b+jGodwl/G5PcUHfJgrq61INSuxs2SPcGfOn54aIzSpqJ4OZs2YTxBXbAMRo3iP0r+2DkXvR76m8nXyGbUevhRZIXK8ZYH+e23R4QhWwAD7QzC2ldM96vr1B67Mgz2ALSLBxDs/IbYW+x14ltc/TttC17smGIX5f10lXrl7DR556Gk889TTmo3dOdb+jRuH4+Ax+6cu/jDffeAP/7X/zd/HD778c0Dqg1tnRRZmmengMP4PUNLe4UrxOQV1I9gQWzndQAfka//aZU74lt1pxwLeLwRIHklgx954MUEpbGdx2JdVQm87fr6EcXW2qSdcxhmXx/dQL8ZTLFDyprcrXe4JI5cGnxqncKxpbJmCyRUPeuZQPLrs+w9MSG+ZtszJO3+FchuM6dO8Kts4iG4S1NDOtuvay/tx6+mgKRqwN8HYdnIfWmbdrICg/k2OvfITavSvDlm6Sm73PCL70AGdNYXlYTXVyIQ9ZPQY9e2BpwD9OOe7Dnu4Zad6572sfN+27bAdJQRaaMhlbG0UQ8fVw1W2uxldkazsKukbr2Mqj7ykf5OXs2KallIIPP/4k/jf/yf8Rly9fxfGZuz8VVekdNQqlFBwdHWNzvFndsMmEQIY5w64gfEXR4tO6FhFfHUnpjtLwcAC6Z7O7zdc86bES0o7beTiDRmSNunXqOiupDUKVgrKQQrWsdDyB+U/huAIzHrHwDHZao4+36zOmmLu7Xh6K366qP/X0SAbRY2noyBxF7TrjUAfLLCu5Udgl8MuddwXR7+Mtjt7p2lhlNCgay9c+oiegvzlUpsYXFCZyQCHQ2WzeiKNyH5Wp0PPhDAOJz4S3pNWz5ZtlnJG9fneAkFFwfsEdxDuBBIlIHqepU/O2ZGVsa5DUmvGPMhp7LF5e/xuB0UzTNOPsufM4cxd3RB3ROz/7qFHnHahCV8uqM2McGASn0hDTPKNMxU+WkrlDDdni+mwNbrCCzaY/BnFEfhaE88xlUm/h6PjYrmcesqGxsgNttkSxlZyLbAJCmsoUOpqWo86Q8bONs7yUqKtYXN2ZgSOiyqg97T5Ai7mSEtfrOT6/lQrqsaltNpZ2CdtjSdyVHoZKDIVKqINtACCEdllP7+ExbCORGpbMRmYqxcKA9DS/GDwDLRfzLQLMUzvjPICZAohP1w66BW1eFClh5ilz4ih9aylN3spnlDUrMeeRPZpaV+N+E73J2E+21Y1HAbT8UuUi45k8mXLbMp6RjsDdAThyevzc0IOlnngaWouKvFP0rhiFaZpw89Z9AIA/+9Mf4c03Xu8MREAvaH24trSQVnY3Ba4s1MqPEAm/b7HcQePoUW1EPsrziDhMk5/rYthaNlLCiwjKsrSQhwBtCzND0UDgW5VjhzLa62Zkk1xdju25psTMMRk16lEfLTs67+iVEkMGrBCCfEbpBd26srZjcC1yNPYmt4WM8nP2u9VfjPGT99ZgMCPhqDD0Ws5TPUezFnE8xpOzEJSVPaHkzuMiSSDJc0TeRAUrjwxSj9fuxPZGD9uv9QaEr20Pv6z/HrQXMw50b+BG5HTV63Xe9JrrprW/EZVScOnyFTz62BN44qPPdNuKvxP0rhiFo6NjfPrZL+GtN97AP/qHfw8/+N5Lht43m41t7KXhDXN1U2dQdGbXiodUrPNVc19nOtBZxeKJWCUBqDNtir7vDSCjmZF7nJGBnomrz/C6hkzSDFowhLKBCLDZaDiqZdyu+9gBeRoD5LY0ezMl+Y1CGlYOgS0wqzujLm2jvQVL2rme/w3Lxg19xcjGg4w87ZEpWQsRZcPA1wZcYay0+nyY11ym/mhJX40+ai/a+uL7uYwMPppHK/FeY8LHYbQN3yGA3Ad5ugzWDYI/w8Y21sPIuCZutvLGUQUAtjWKdfgUj18DdTFH73065lFfK2l8xzRFCAta22Nj5G4aAPfebWyBQBz3i1xO1h0igscefwr/q//k/4BLl67g7LlzKzK8e/SuGIVS6go8WZZuuiZY+a4g7FEH1Xs5HzUmCqjNmzhN70n8MOJeUys5pMHXt/KL3GkK/blD4blHp7+XTZTZqNRrCFmgjXXcMU0MgzoZ5rGCgPieTh9k8K0FEf5cKc1q+rt4g+a3XWFtS39NBqPLGeX6DX7R5QvakFBvttYSvLw7pWxM18Jwfm3dYOuYA5oHbv1O1NPYJq9teVomsS2I76Krr6uxtNBzNgw5XNaJMHp06FqdWP1YuVr+HeoHfyrfDpLC30CeuX/O84wLFy7h3PnzA/ndfXrXxhSUvM/Xglu8v40p6Hxeq/xp8nfifwHRW/rTZDMrFtTDfSY7+nKBSBlWBm8+xesISpt7DHgMOTdtETGPp5SCo6OjYRiJG6qiAQA4atPLNhtG/t6pTMsU+69uJz1Y3S0ixn+MW49nJdWy+zGhtXNQbLbUXZNql48Gawfw9u6VGrqebmeG1Aywymkxw2RxezKguc73Uuis21b4Uhqlv2bc7XtT+FwlHNbwvzFpK7fxJtQV8UUUoGxft7NG656Tr9LO7ZP5cOWugAWD+fmAGo0cpwfqeSHj/OhMEuaL2yorWztrotWDeCBSOp6pLGZOqY15MqZS6rYvWsc1YeEH9UYRq2/+CzOIyDvcxxhsI9nRdu42vatGoUwF127cxMnJCX76kx/jzTfrugX3FAZ4ZNBg7dZqRrU2ObbLzceGUNVTAWzfJUPBAwVqbxZuZGNUve03Xx95DzvbjHgn4LcdpfXbaIz4EeoV7Aa3S8pRp/tZBjC5xvRlS+M3L4w6frvhYRe71nhoN7rFPDIeW3BmtICtBYh6UH6N+Rp5byMD0XmwVJRB8xnLAdrmY3vyX30l5mRHCp/Hxta9mb7OxmMoKX+J7cfbax8uWsvX66utFl8xzIqwXQGjbzPpXR+H8PbpUq1tVcQnURhwCS2+l3P0iCQ8xICh8xoGf9uI07l46TIe+tCjePSxJ+766Wrb6F01CnVs4Yt468038fv/8O/hey+9mDqXK4XqprU58rSLqa6MDsJNnaB6HtVjWJbF9h2pDcgzKHPx06jAiqii7I2ezdx28xQsKCiYLQ/fBVIHGLlj7WoEen+z8dlG6nrH58Iv+z035apP65z8qZ0jXNHdeGdVLu8iMc7dKXQrF6Fl46b+zwosjtpoEi4fXSuyAcKajqlMmOcZIgs2RT2JauR0BpjWPe+0OiqTCq40JusOucqtojl/XlEs7yukv9lDyPlRZpR/r1ZCGCOg7Ml2uWV0PE9THXfKbWhPlKmyYY808EHKORtWL8daOb0N7qvkmGwdTmtnm81JRPbKi3qsGpbd0Z+GRikYCPV04saS7J3XErIL4Z9DHlsetiZEPQvqQ2u6oMCXQDDps48/9TT+w//df4qLly7h7Nl3fixB6d31FErBmTNnAfgCrSHSafG/UfhFRNp+/Xtn2qAb1t1vtQWTKmaNEbUN4USAts1BiNUL/aWwREielEouj1/z0q9ReA+Is4yMK3b347sZ8TqqGhgeOM88o0Y9Jqi7onlyjYjzuLWiLGxEL6ZXSslTieNnPhQ+hHOKz3SqNlfvwZ9hxDloH/soyloXLMQVr2X0riomeHhDI+bD+PqWdNe8paFnk3jYxzD0ym2c3jYPpcsXK14LUtMhMMLGnNMaMLLe5wePVpkjlTE/NzIM++VBqaymzX/zfIRLV67g/PkLp0z/7dG7PqYAwMI1ivqVrNrJpdbr3OAXjjPv2fhqBSrapS2jATNA0zw15DabwlikntNb93CC8VAHSFsK0ue3y0Pg76qYt3UyRumKZWyPmcJ7KQl0FlNeHdvPnNFZDlV58lqBjGaBub3fzlhYNm2F9ww3RqSU2DAMwi9uA/3eIgIsG+OBODV+ozdVvSFGxRp20LIuTUHNM8ezXYHrflQL2jz/tgAxA5F8JncM9Tg/jhIiBUVDXhOnE9WelnkK9ZgVf+bzTmnNMDD/9QsVr8SQmxLvFAvAppvLInX33Va60vIts59VXtsMhY3eRpkU7Wz3erSfaD2nLeq3LLrVMopIg/ttRY8ChAS6ogOz3TD8IukXYxRKweUr13Dz1ut49WevpD2RBLb5/YBEpauWPaVrz4zeo+dGSMPGCEDKjFD+aIqpIoxdSCuHlfrrgJ7oNIprxzRJueivPZBNvrYLzY1SrPwvTQn3Ze3kg+04ahjCIGVAfpmlFnXFIORmICDjBpUry9+nEHNZRrLpPBLRvJQ1Id7GypvLbWls0X0S0vHZLPuA023ewRpP0XvVvP35EHtv7W9rO9KmqqUx/tM72xShM7D+DHqR8NPbkf96zF+oHdbqHs2Oqk+EFTj2nPY15zC+31f+xUuXcN8DD+OhDz2y9VCod4p+IUZhPjrCZ9rYwn//+/8A33/5u+2OWIcyORGqqj+b9a+PQaa1ATJHx6wER40jjwUszSXQeGOt8wnzUZuTvujsgsWfF0ZIhh8DP7nhcZ7qtjY/KnQ0VXA+u6HmE2Kze1BvtNpK6sF+O8JKEi7LZVnquQ4oKGUKJz+xcg9hnAEfpdTdcIF6dobJJcIp54DOWh6UbKjUC9qajfaM5l0/mzHQ8xW0Llq+awjc2pW0eL16CA0Oax0p5bUkk5W9ghA9YSuTe1SqtOpKZlnq3zRNbT8nL1sGG/uEcEZGa9yfBoCmPTt3ppuUuFC70/prlWJHWMoSw7GRwbDKWPs/U/TWYrmYr100kkHOJxsaPRBMQ2G17cScOQgg0vdDva05PvXMJ/Af/K//97h46XILt7+79AvzFM6ePYdpmgeKTULbYAsdFKX9F2nUgdfc4k6BQTPzr84z5dx0gHosOoskI8w1RD66rgYhjwXspt1IMBofDzPxM30j1XGbjKBGCmyNtWjYMtdcxx3Pel/5s/BQfsPTD3wGLRNyCLkaW3soUOaRx5Yy/86Djke5seuV9ThcEAyCfmNDYR4Qe5r7hS33HavoQUS8lx4Og7YFJTSVYBga0ComJr/eRBKTpku9p91yI/m6JydprGdU3ti+ey8gGZcylo2DOk+zVVOnR2IWZEDb5/HxGVy7fvNdWag2ol+IUQgUECmwWeIgp3a6jJx1XYOAd5hcR1zAoCHzc0ALG/FUwKaoJwr9kD9c6B5IUbiCGs9UYS/GY+PsXWznN5RT+cjXB5RdUZtVFbd+p6TbqutF2rqC+KCCZEhvgAzRjcpgfUccTdaCeRmmCbCjWeu8/XmebU3HGnH4qSZd05yMYSB8PYUxsPQBbyfJKojwTJSIPA0Niiv6xdoCGV0GICF0RlRAbU/HVrbzPQRBO8rZUwvXEXLiaK97gOtpLCJhJlHsJ1VufKyrvRfGdZwfv1a/267FbWFkVsx8njYbhW0hJlP4ZIgL/LTFBZ5P9PLG6VlZ6VOjEqeFhXebfqFGoZSCS5eu4NqNm/j5qz/DW2+9NbCkfeMSSTuB7qhUzWs7kmqdSht8q1Rei7ANLSvjQ7czo9hULleoMCUjkso94nvQcbK3wjyMlYGHPgYZ+CfLWIIeBL+8r8LpwmniZeYQgcmg9O2gK4f5Ns6XhqSkJpZeIQOWeNunHGb0VGGIy0nRMHM3ep1Z6Ypn0DSCgEyntGvBOKyFxzJ/44Scn32Al72kzc3qWBPbP+Mq+n5wfOc4WdcHx9f5eZOR9hM2DAUWBlvPL94c6yHBhYsXcfXGLdz/wIP7tb93iH6hRmGeZ3z6c1/AM299Gv/jP/lH+P5LL0JOAGw2LsYOVSsKResvTUkxMCuxkSq61Modzm1v3ocsCza6x1DxqbHsGra3klJzJZYHii2trHA2ddbDsvjsJ5SCZVPvbzbVQE2Tm8AiYrteuvu9GELh/PL33NB0wR6HikjwBuTtWpuZgWOXm45L7NOIdUxClgWyyfvH8wB2P6h/KoSblZwINu2aeUtFSx1lM9qqpKZT62qyrY5M+IQOF2xa+UrLgxKoxikZnFKmirQFho4NLASsWTWPyiEYMtS9viaUtmfVulJVeeczpNeUpfNJMmH9jd6oDNsbGc6t4IraQ64LXrDIPIvE42xzXY7CYu3bVvtjY4a2A6vqnj4EyKVRvcGhspad3c/jiQDwzCc+hX/7b/1vcfHS5Xf0vIRd9Av3FM6dP4+j4+OquJuLvQarBAl1L34PQm5iRpl7kQQFGKq8S88VAodO9D12SxkBeujBXh0oMARVoAEti9muyGUX7Yc8amjAuUxZaX4kj6rEp+i5pZeUw6GHsELhflCEY0XWFS/loUralQbB3D2p1qUF1Zqe57YRDdKO1JqsfXWCuogxLu4qZzQ2Fa6peNixIOXD7615B5R6uzfi3ducLsbrDIyFmCistdaPctrUf8b8jaH5qBzrabSUtE4H/UM6FyAZYr0WmuUWtwFjL6GVFmfOnsPNW/e/4+cl7KJf/JhCo0Xarpytc2gdZTdXDQPvp2LIpKUlQEX8eW55+xvuXtqsuj3fIam26pcbmXoesrR20dQFxUh13jOHXEopzbOJoQZZ+jGIUuo87lLqgj/Nx3ig50bfQxElutr2fjKEvIhPYgKV14b4cbLBIgXzNMMBOPGhry0NbdEc8F7b1NlMuUPZ+FE641t5H60wFrT9dsjzKPMMlop2eAO/ajwSymQ+1ENgY27rHGx/rTH5YTl1tbmhxvCW7vVVzKPSB1Q2OtjOdehGbp0DltvIW95FGdgY79kgwNvUyVJ3BJjS8x4uzPCjyVRUponHBvwUHEi41Xsru0JCSnouCacjkOq5y4TSdJMBogLEHjahlAYAsfH2zSAQ+R0CSVvGRH8RdE8YhQLgwvmLuHzlKn7+s5/5uoVByGAN240Q0dY8U6PJCpYb+2nTVOXRXja3QBuG3t6FYjJ1yDDdG/E+Sp/zrYY2KukR1hmloWjJ1VEfLkN7zvKpL6+WcSzz/RG9j0ecroON4tOrz2rqwUvb0amrNqtfrG7S8+QJWfjJGk0DS34X7onyILO0uGIJya95DCOK1z3t8fNRQ/psfa6LLZRkuIs3yye171F/XvMc+raV+r76b4I2iF4M8LlDoL+2l3HNb+A+eO78BVy+eh3Xb9za06N/Z+meMArTPONTn3kWH33mk/gf/vHv46XvvmD3cgiBz2Cul3ujofZ5FH/t0iXicYv6TD8th+OlQjHPAuYlNnNGRHUvp6YgbdPH2sCmhtDteZtdUl/mlaK7jAPz2p+7YA93/MbbLf5PYyxl4t06o4cW4s6Wct85tyleR+6pTFsMKNexhrPmafb6i1EniAClnVXB767zxTIlo06MssdnzwJ1HURRQ1C6dZlruenuwMuyAIueZxEVUTQGY561bWn5di2G2s9QkHkiGerqXz2fRN/jWUDcb/xc7tQOOw9CM6Wdg/l+8oLWeF43NKMwkbg3Vwommax+RwZHFvIMjM9kqDTl1Jaf/sSn8df+5n+ES5eu2OmNv0i6J4xCKQXnL1zEmbNnceXqVfzslWt4/fWf4/bt2/4Qtwash0jqs60fYmwUetc73usV05oCK97YsZ6HJiZ0zwai7BmBLG2Lbk0/7OgZy70NSY28hcyDF0saqPS9inqFjNDg2STEPAb5dQYBocPso4Q8XNKDgazQDemVxo9rjtM4HEM+WpHWn/HC+U0zlO4h5FGgNYBjesnqvCVozSGhXBTAxjj2LeG6MQx5kBwLfVr/4vpQ2YPscWCVfrSv1DvsMjR8Ken6HrTmhWdZh7rrDENU4la/fWaQ3LcAu9Z6d5jkpx7CpStX8eDDj+DBhx65JwwCcI8YBaVpmvGpTz+Ljz79CfxP/8N/h++++HxEu3lPlUGIJCNl3vVSZ9voHisjpZRnFYT0RCDZyJQ2a0hI2TcaxrulxRAhdXWqCJZNnGWhxgy6I+w8G7LldLPBy/vz9OXRB5OsbPdQkiXJpo6LeKc0ec5t/yqC4vuEJ1Z9apZRQF1qqRaQmoGOecSyVtd/sRi88p0VbnIfmL0h8mxdW1d/r8xsscWYS93Dp56vPa0Wd9UoGjP1B8+9FxFrIwL9XZ8t5or0XkRu76NxKEW51iJawpMyU6IsGRiQLSBlD3VsYAkLzcIT0JRO9eySW5eFIpQm1o3sacOz61QZdJ1B54mbJ7S0/rzYeRPhT7ksxValP/OJz+D3/p3/ABcvX8G8Y/3Nu0n3DieojevCxUs4e+781ilZa7FfRuWO0Dxt/q5/fYOJiNTyo09FDOFdbdgjnpgvb8npGbQtvnVBTEVfdVvlBSIeNmP0GFFWTJcRFmUWZKVeSn5GLzeA7sUcGZlSgqKwtOk7P3saGKsegp/XnQwCXDFpLLh2wtIpC1VSvQO1jZ82ywguEJPYQMGafEzRldUyj9rvcNA2td2AdnU+qxTLz7NussPYExiGVeHVrW+ULc+PDKvlNPQ+BqCBlH318rakaRaB29m6bHca3VOSGgPrswFA8SfsOVMLVYlAQ6rnzl/Agw8/es94CEr3lFFgykjexhLafUbF2plCSCJ5EXx+MlARXd27X9r8+Q3NjFH9Qy6kfoqE+eSlbHG/2XBYK4GhLQ/NOI9Aw8NF0cmEk02NaU4yW+y2KsPiaQN2xrK0Mwo2vvFPvJ86jJZ7ajNkls2CZXNiz0/ThHJ0FMYXurECRYYB2UWZuJw0JFF8rQWHQUrp5qQD7kHZX2Uu5CdS17jYeQvafuBtgtR6N5edx4VExM7y4HN2Fakzv3H8qpiB5w339vGi1gAP5xNlo7v/wuXaZMXAoRt7y4q30HUNi+4xQUkRsPm41twVUQzCKk3+SzhylDxTiZ4zvwmBzQSCFy8+teINDWVe+h8lPauyDjsnCLpZQ/4Mv8fGz5/TKMG9SPesUTh39hwuXryEN998AycndWqbxvANWOwQ6mi8gNFY/OQWZvMP4vv+FDUEe2mIWDJ5Fxo8q2lxvJOMY1bmekSi8+AIZcg0hRQ4LTEo441XEY4pCYsb9zLloxq3eXBeBpLUiihyzNcHNtN9SgbIB5Y0YVhsuhkiup/lgXDP/9h4CKQPo5BBAHxK9YjWUGwX59bP4u+NULQvPvQr8CjSCMz3eY5SDVGc7W172Dfaf6NXqdtEBZw8ib4PUoLiz59eve73XvQAUp+sF0I7iXqB8rELgrNnz+HCxUu4dPlq77beA3RPGoVpmvDJzzyLp57+OP7p//SP8d0Xn8c0zRV1FT8/OFtogDtnJEfDpVuDUNFXqQc8KXrldFZQ2wj5Wai6Q2cFPJvJlBR8UPToqD9yj9VwnRNf06n5zyiF934yCdb/9VhOneWUukD0YmDrLXxWlcrhCJjaWMxSAN4Laqm7vpRJFW5SbJRXcLUHioCNdqgf+6zz/BktL2n1sOjYk65G1bJMmu5sZa62cDQ20JCgiJ0lbXv9T7WM0+wntfU1hlZPZGiTzLOHMpwV1KFc91KiF7ViWdEj5bUJGusp7EdWZw1g5LBKd60ZaAYjW0FVL8pQrn14jwYwI6eYHsD9qu0RlvXAFvAT0/W6EwE+9unP4y//m/8eLl25amNQ9xLdk0ahlIJLly7j/PkLOHv2rCEwj6F6A+fP4DbKQGmL1IHitXw5rBEZWjUMKxgruOMiAHbsfqphqLXu6VdZ+XN8s0dYYqeb2NMhTTYK9g7lV+VcYLFpC9uU0MFCSIVQrWjBBgphzZvo5dJksiY+qlNGqGx0OX0KDpnip8Scd/H7wbhIrFv+rHquymotVDQEErntDkI9a2nUesnolAMhfTo5PR2PSWJYDWPlNDNllTi6lhWzK3ZZTZdfCR7FVg53UVbkCL+zB5CtU+57fD3Xq16/cPESHnns8XtqcJnp3uSqUVVME8o01zn7pWAqc3WNS11hvNlsuvUFQIs7LrHThvs0d19jfB3t6BDEZYxFF50lNRvS4I6GpmcXqedIc6uuKDiih6mtgp2mhKBHYx6NbwEgm42VobZdCq5QKE7HSOIsEo1VC3VELrMr66WtHK7jPv0OmdaduKMMUGtA8qmM1QDG/ZIEelrbgo1dX2zFtegqVOLCZVDC7yzXuj4gx717T9Qjc6yYU/gtlX2Xos3ln3RtiKDtbRT35opacaCkkwHoQFQZhKDuQNNa+XS8b+Aphedbn1vMC1obS6ikqzWW3BK3GM1V41Kf7J4HsofA44LjFAxIJdlmz4G9jnuZ7mmjgFJw9uxZXLhwEScnJ3XrgoTAuSJCA5CKJjpUBIwrzP5zr33N3d6J6gxBpuIY8zCFIStpGN/+ytAgDJhb5XUkBwh8QZWoaaGnVKkSwg8olCIAwkLk/EiJZ09hrRw5NGKeTDY2lG7wFESyKOitwimMMm/pureQKRgH08tjQ8htUGXOT5lcEBVcNEC9B2ljbOnWzsFV9HKvo2iRl9Hza4jaAUnKlx4fceJyGbIZ0lQ+u/vYr8zdveIp5H6i7UfDX6E8VUhb5TTK98zZszh37gIuXLw0st33DN3TRqGUgo994jP4yBMfxb/4Z/8UL7/0YjME42dzKEAWQbbJIhLityO0nZ8f5bVGQdm1rXwm6GpI7kCCZQLKUj8FdXGLI0OgoH3y2AZ1zn4FdlM4aeBXqTvQqCnUvJ2dqSrtsDo7q3llmI8wAy3k5e+oEmX0HJR1WyNSfYzt25gzn/rYsiyQkxOXUXtmUEN1dW3r2BNgK7FLWuNSQy+E4nn3VkpZ8+N1L8yv1/vY0xmBEy8ppZSAiO3d1GS2SJxJV0rbtrVUFDqaRHEq7yQ8u7udWx6g9jdOtslTWwpJdxdyTgaGt9IY0S4D4fkygmcvlsfofFxkW/mYfE2JegY1j09+9pfw23/1r+Pq1RtdNOBeonveKFy+fAUXL17C5ctXcO7cedw+uY3N5oSs+EpccwUha8UP0Xn90iIr29EGK4bc8RTBge8jGjNTjC0KY0O0+lvfSco9lznwKfTZeSmhsM0g1O41igqzXlBZc+hHb253z3OqxOPwtT0VF9hgjA2IktdRNLA8DlA/a6hJj35c8wazQZCk3gXUlgbEoJ6VW2w79KC1RQ3lJWUscWxtmOcKyg8CAFxRt+zuCH2vIPnd1Lfr1fwLed0DXkZjId1v+sZhr+wZZIOwlu4YPAIiBWfOnsHZs+dw34MP4/GnPnZPDi4z3dNGQamUgqc/9kl8+LHH8S//5T/DS999Ab73ft/RSykoUhc8qaLfbDbYNKS62WzCOoXa0dt5w+ZS9oZktHMmfxqqaxC6xlZV/QM0Kb8i9DaDptS4iOmC3Ikr8ogxAhGxlcnGjz6RwmglPVRaXnPxZ2O/7vwl2OyLoJQ8332olNJm7zS+cggjWQ1Xdp5tN3ZEs86yIi+An1WhCH8qVGZXCJuTerJct7q8+NoAfsefUSFMp9GAJrOw7I8Mpjl71mR8bGO09xW3GT6TIt/bFt4Ye10r/A8ULyVmaXLBuF/USQmL3zXjPAZznI7xoONCe3LdT7RoQGDZ1HYSDHQ//rMORNKUZfur733q81/Cb/3uX8XV6zd27j11L9B7xiiwx3D23Dm8+cabWJa3wjP8vaCEIxgz6sgeQ7FnfYCQEZh2tO69TrFtObWLtVv7rbkPwH1Nr7ujvae9syMsoLFiJCUTXAFKN3QcBaecd5edyoFYC+nHJxUJm0Ex5TIuh44d8f0R8s3IjoC2vaNKKabTYsdpIVI2ClvRtpYue2cr75TBdytjodXbO9Buvp5f2doWR+mF3315unJkwzBU6M4boCvyi7XLTu2veP9ZoRf6wqHIrcaq8Sj8vXkABspSONHyTkYrh5xG14+Pz+LM2XO4/8GH8eQzn3hPGATgPWIUlEop+OjTH8cjjz6GP/hX/xwvvvg8ZNkMzyGYWrhA0U+ZJsxQq14r0Oa4N8wxldoARJYQO87hIkUGen10PoNwg4uFqJ2nFEAW6C5ZIR9FeIY+ltAJQj4pT/5UargsrjZt7w51hrscKKVtu1Fm1AUPvE6k50mvsWFgJDXNs3fApggLpzUoJCs7WTZVcU569oLHflkO4nfr+6qcpLQ6rn8nJyc21lHzqvU8p/MbOG19bhuthnLQNwm+HgyChfkQZBnao1n8lkqRuk8WIVXmey28sg/tVfaWrOehMhSvxOKPjtrv3rTTRU2Gyb6JG4TGa+3DSY9EvOQnB46MwEKnH7Zrn/r8F/Abf+n3cPXGzZ3t5V6i95xRuHz5Ci5duowXXngOUOSnnWeEjNo9XfgELK4IRdGkK0lWGKP819Apd1a/XlMNYZ3Q6eGaecB7X5a+H+SZJz0qbQ+U0imXUB5F7qK7jDqK1o6tWQ2VWikmS3O/LT/9K+E5y5iQLgdWPI1B+UIdbRlI7YzooDPr1tQi4MVxa17gnShULxEIlZbuPucDKivzzPzEIsYRjl2eBX/v2vyeHkbvDXm7juVbM4d3RoI9bEL3xuDrlrLouptRuGhoGPSZ9vvq9Rt48mOffM94CErvKaPAFBoxhXX0noU1plL3tF821ukrWG2zNbQNE/qXpGRyaCrzwbuuKsrU9A05AaExVuWijbCbIxV/cqiqpIZMsffceENoLPGsn2PDk5TVVNqirWaVut5YL5bCrjlc6QalP6C2Sti8dP1P3DDUDreYLeWw2fYwUuXNxnvarCQbQ2h7/U9lQpmAeT7CNBVM01Gz1dLseD+gq9ezQFZDGXugxVwna96fGw4GNknxiayqYU5v226+rChH4SP+7gZ7mGPMT1q7F+me3zbuMfqdlfn4Oe7Pbm+5bApKSplrWxaBYAn1vhYREJK1t9e7ZwTfTXrPGoV5PsLx8RlsTm6b6w+wQdAGWqyyRdC2uSh1y4j2KG8b4EYBdXHNln6ssdEQKlKlTY09or7t5dIYuoe/FcLXC0UTMWeDDEYmVa6D+PSoLPXpJD+MeIguyzhr9Rb6fI2dQUzMyofBwizxFKdcHu6U2sk5RX1eQ3K0uK3y5APKOWxUaNSXxzgIk4Q8timprIz2CSt0SBW+1YV7BqqKokHZhc87T4H5GXg0u0JImle4q3UTbJaE59eYXDMEa7TdMOyXR22fLRQn/fTX0ViK0OfR0TGOjo9xfOYXe9byndJ71ig89dQzePjhR/DNb/4LvPid52sjnfRcA0A77XKygWDj6P9oxtx2Gd1opxLahVUVyjTu3Kb8AWv5fI3dR6XiWoMQhMbZ++dGYSRTWGh6rSEtD/X0nZfDEXdCwj2W7ECZYnhFURbLSdHgqUg1WCsn1LgugqkAC/wEr2zknNUm/6UudNR5/PWcaLRzuz0spmMHaOMnGj5aY1DPStY980fPDuW9yyinultTamoo+4FaxqmutMwLKONT1zqF3zwjHWQr1GZ5hg17xFo2UQ9AuaE2WH8uBKM9P1/RPC5zt0OMyWJMp23v3u8thXgfvWEI+aXPz3zhy/i1f+13cOPW/e+psQSl96RRKKXg6tVruHLlKr738ndx5swZnJzcxuZkA60aEe9cix6ADqCPdcZ0exeRDMIyQL7awKHKqncxFbHyu2q41lznEY8eDsppDdC4W6yuOW9rqJY2GzmQQdB/hawEPRfCWOYqcQoJTcMfYe9BwzzQumseCg+Wd2Gx8M3DPkA7+rEbUJ6CEVibZRTFWwbXehoZjBzG2IeGoTE1CF1SKsBeuRaM2wkQka+Fy1pyQuN1I34C8ODmzLwOPATmWA3C2Jim0qR2mfsV89a91F0fk/VNJmoja6Gko+NjHB0d44GHHsEnPvPse9IgAO9Ro8D05FNP44EHH8Yf/eG/wndeeA4C2AIkIKOuguXkBG8tbQyA1xWsUsA69DXtr66Kr7TZTaYPi53fquhZ967J7W40r1zzEmmrs1sIaRTrZQXexolj9CW5/rtnyGh6iqSTB4PIQ8fHmmyHiEzDfCsMWby3uIEuXoaFyq73gXYOggg2i++aWlHuEaZp6ld570Fj8ICQTkblbg8Svpd+rGJEhuJbYkPVKhrhW1m81c7Z0DK00tgndZsQosr12p18uEg4ajLTYrz4ExVUTCitvxRI9QR3UOH0pDcyI/JuNAAuW+o9c71rksHnvvhVfO0bfwG37n9wJ0/3Mr2njUL1GK7jypVr+MH3X8bx8TFu3z4B5KR/WDRWKJCNz5DhtLpXCLnW367sgiIMcFcRVLFr9oxERb9WJv4+RmYjBOoKZqRa+rjpNsOwG9FychxaGKaf0Z3By4I6LbcPl9EP+ywaKlNlwEqhoTvh71pHgBkHZUA37xuieQr3baMYPtuFCqtM2SRkg5CNdlBca0iaDAK/s8aBTnkV4e1exsZ75KXsAhRRZq5WFX3zWzZ+prxtU7ojI0fZ7GitnUHYZRSU3zWjw+8fHR1jPprx4Icexac+/8X3rIeg9J42CkxPPPk07n/gQfzRN/8Vnv/2tzqUqjFwPWVtH3JF52GoaZowTxMWoIYivIeb670sGxQUzNNc322tntMD1gyRN8I6hlCaZxEVP1P2GkZ4KxubPm/uwO0MaTVkOj+bd49cFmywqQiREHjOZyrTaqgrKHRiJ5810BJDwVTHFoqf1x3L0covfg6CGgVVOsfHZ6CzkGyw9g468UiBTdNk4am9kH8uY1ee+HxWzO2Ndi3muQouulCZ15nPmnM/UTdLHHt8SWGGvgDYHkI85ZfTWiS9lgBTTj5fZzA2vCDeXpO8T+MZqgs1Migigs996av4yq/9Ju574KH907yH6X1hFEopuHbtOq5evYbvvfxS1zl4Rol2hG3YIrqorQG0EBBGShnUjpfFZy0FN1dpt4fQJa5vEojN70Zl6zHh0bOrXpHG4uHejTSl7wYB1tEgU7s+Lke3bxMbgcQbe19AnCZp4Rr0chqFSfjP0mkb4k26KI2UYT9OlNPspNWXNcWcR7x1qawYhGGZBu93EwuSQehkNXjXHbF4zGfN07eJGTDvn9k5UJS99Ip0LR3Jv/c1DNlNoIaf2wK/v7dRSGmM3rvvgYfx6We/9J73EJTeF0YhUKszXnGsHZXPUPDrrBDHHaqm4wry5PZtaCinouGaft0BtLTZTaOxiNh7HLylxmQIKr6n7V3HJPJpc5bOHsoolM+MwTLsRJuN7pDa4vMbAaYFkyxtHYiGYmicoVNjuvHIkkI+UefkGS5KUzMKMk11pbd6AOIyql7CQnXd8p0Kjo7P1FXt81wzVMOdRM8oWUOO3UM7QAWnQxd6BbrHe9ZegSCotXGNkWEopdhAO7OjbVplB82j1AH9ttuT1VdfpvZ+K5fV3aJ7CrWZXnrdmayDz5LRQVFEhvhClMW6Qo8ziLxs/v7W8JpoP/B39f+t1fb+sAVG7zujME11qpwevsNTTbPCqR2nRwAal686RXuOd8LN4gPFpVSFZUe3mGIkF7Z9qou/RoEH7H52FOeV1tuDMhm9nw0UyWHkIneHErU/LWkYWGWvJSDYpowsJBbv53rIhqEbkGVPQA3bYA+jUqbqIUyTbSHS7fmHsdKRtGR8hAa3hXyCTFbQb35+KI8SYcZaCHGNt1EIiBVfx5blVwAsXVnEE2jGgWRnfA8QevFprjlTN1J+fc1I9n0jvhgN2R4ei74l3hc4z5G3Ns9HODqqkxbeT/T+Kg2Ax598Gjdv3Yc//qNv4rnn/rjujKrIMhiDSKr4CoBNaTNhWivtttSlnTQF8RQ3ve4JA6OTlrqocOpgZpD0IhyF76JhKImuiCjWVUSke76n2KvFhDceF4aPFUzzbOGYkKHnlK5xh3UEV3cy1dPqPIQRlL/KZFnsXIdFlrqNOsmP/y+loMxzO7nOZVPHFFJcrj2f6zLLtJ9VVHnlXVTDZ5sFteM01lXKhnBfUKrv+LvsWQyMH5IiLerZob1rCZt3wGMFEPQeAfEPe078ECrLWz2MJLuhQVgbJOayuBe5T5hoZDgsdEbp5L/Pfemr+MIv/yoeePjRnXm8l+h9ZRRKKbhx4yauX7+BH/3oR5jmb/vBMKlxjGLTjAimaaKNxTQUwSjIaTywaw5GAjGmWp2PAMIi4mJ+x5HlLdRFOZpB0FCYdbBB3NXksdgfVLlA5/inBVHJBjj7EXX1MpRQPaNYuL1HnoAeTRnTIoPevAQdTxiJp6ZfoHMqRSIvWYFWJdsl1SFLLqum0gWh9oxBD8cIBl7FiCdXyrwGY+X5VtZFdCxB8wCk7QxQAUWPukchprXZROphphYQ3l9T/PH6WOmrgdMxjW2WNLd/C3lpR0FvFHTm2sOPPobPf/nr75uxBKX3lVFgevyJp3Dt+nU8/+1v4flvf6udHLZgs2wgi2Cep7aaFeiCy1L3WJ90IZp2AEJZ7UFXIsIoVBVljzoZ1XYDxIyomHLYZIWGqKj1Ps4XGveyjqjZ8DhDRW5xHKaGX0qLy4+UFJXSvvqYhaWc+K7XvS56hKhGQNr4hsjGzoY23vUPPrlAw0ZTM2LubUUvTNFvpJERHqn3wVMms5VkTklxAB9BYe3ig70MSfc0bUbI5inM3i9CaAcgWYpJpAMtnYGgW9QOzJNWj2OlTN7X2pjFDsGax9kKsJ6ufup4lM9cG6X5uS99Dc9++et46NEPb83/vUrvS6NQSsHNm7dw48ZNvPqzn+Gl734Ht2+3MM+i0yfbeIDNTEqdRnz5vTfWtkxfxxwY+VsDGiFSQvma5KhBi8ZqKd0Wg93WqGMS8RnWs66UmV+6NkiLN7RD0UFlNXz92EU3VmE/qQsPOr6j2UFZzGNpaI4O/GHFZqpPvYQ2htANxNtgeBTOyEPoRJUoz5qKhaL0t1BQ3GkMJefV5c/pDFbcj8JPumaDj3NlJOzKmg11T6ro2YeNphaApDCWhFYYgRC1i1H7MA9HfKIBIZqeQW0j2aINyMtf29ZoavE01ZDpI489jl/65V9933kISu9Lo8D04cc+gsuXL+O5576F5771hzWSQK50PVth0ymYSlLbH02tK6UOLAM6FpAbsBjycYTLEEliR2hpVF540LTOaqrbuLYtH6bYCDWd0S6Xzg0ZBuM3XVuhgjp2sKAaxLqZ4GyK1sqw1jmC0az/KSIfG4VBEqKG3FehiypbC1/5J6Zat9ULnDBPcwtz0crlAdhfG0sY87T7OUXRu1HqqN2ltLYpnz0UHtCMtbhBGBmywnlRG5+ge7Dq2RQOdIpfQJkmU9y13BMKKdgBU+PLnWFgj4KARnA9vB12sh7Ud06XQcda2/zcl76Gz37xq3jksSfetwYBeJ8bhTrGcAs3btzCK6+8gueffw6lbNp2EdqfSFFBO0Z9QBqijwgqDpJxp1yN7w5RZMuPlKXYBnnNGbeprdJ1/mCGEtIchqxy9vG/kNawY7S0ffppmm3EcRL2hDKio7TXOl8wyuQZBCVhuquGOAp83MD2NKJVy13dJEdpaV5gnooc+YmU4+davtA2uOyD93cZmMgPX6e6bm2DVWiP2L0tr+XdhdZEtb0bDGkyUoNgoSZBbANdYXf8zreHhiGOgYX77IUM6iUUtaE5sb43NpTBQy4FH37iKXzlV//8dsbfB/S+NgpMH37scVy8eAkvvPAcnnvuj2xlsqLPZdngZFM31FMkrWElbe/cQEdKlcMUocNNJXQCG3toA5x1sZvABvb0v6CLJIBuTW5tNtWQ0nOh88Q7ABYsUmP3m80JNicnmI427TQ4MUXhL0aPAGpsa0ZdfkMeNBSzeMfXmWNmB4ouspppW+Nm4VF83cQ8Vc8mjDXATmxj721kQvf1GrZRZxwo3W2y6A3Tev2a0kOciLCXN0OGsmj8NPMED0kpgDFvgyWn9qCQcWmGyk4mFKl82mw8nvqNoLnHg9QeXtQwGPR92T3mltOqU0T4HIXx2o8vfPVX8anPfxEffuKpU6T/3qUPjFG4efMWbt68hddefw3Pv/BcjQ+2nThreEQAbAw96LhBQUkGIXW49nUigwAkdJk6ucd3aw5SFKXyK9T6Ka/aFfsOvG0WSnqwPedonvqzZWTx+8VnH+n2F6CwiCNk2HUNITA/a14By0MVhzJo+xWZY1BM6UzT1PZ3I+tZomFGU3SlIG7XkFCzmwUeAxmJbk+lI131BGUzkkknB3+T+OP00qZ0qyE81dT1MxuezlswI+NlsXBQuKE/WZFbNvAVLDlNSY2tBaKCFzTa0G+leOGZ9cpL3WjnO7X5VBl/5Kln8Mt/7rdW036/0QfGKCg9+uiHce7cObz88ot44flv2WErHgftQxc+MF2ahzG7UlEFmDrlyChox7f3DFGz61owTQMDI3qegGe177qF6EKrUrC7oJstrzqeYbvNSjOPRWfxDPblh5kEFZ8pjPGgIf0tPOVXdbmZgeodEJuCCfUs4gn15G0AZW5ehMuuwA1Asa1H3CC40RObc88SXTXydJ+VbNGyDepgH+R+Gu+kom0P5zCP7l1wieIzYcaReq6hvXnYTzbSjCoPqpO/OuR7ZMjIgFkz0efUoiCOwVlZx2laO92bpPuu7cDHler1X/rqr+Djn3kWH3nqmVOk/96nD5xRuHnzPty8eR9Obr9VjQI18lKoIw1ijKW0RVttyqnPglnPTxFrxfeMgOKgK1/PHbSoZ6DnpYANQo/41gcs/XswUHxTY2faaRdXel724vpGJChwYV7YoVozDDqXnL0EDWUUXRORPCdBHUOQBRMtsLIwET0rqKdnrXkBpggoFLHPrJ98LxiT9My2kFGm6D0oR31+IjqjZ3QPVcFKOAm7K0spZcfutuL1SUbeeev5W6WWnnp2Puak3I09SX3IjG/idZ+Q5OCBLtQWtsFvwOyJpz+Or//5396vfO8j+sAZBaWHHn4UX/3qr+Gll76D5/74mwC4Afn0N0Oq7bQx3YNfFVpAi4gdyohQJPQzKUKNa3r+nPZKx2MFuG/ntFcjYmyMeTlIsZapoKAicTVkFgZAgZRs8MYUvQMv/9qyPBOJ2ivAYtwmlaAV28ywpAjEeM18LJ18R2M0HNrpC+V5jJ4YjZnkz2GyZhB6XoC475XF7BGb3T40KquS5tHNbuuMnND/jPQHzFBVrI4ZFDdYOrhNrw/71ji9XHfibYiAWD4X5dmv/Aqe+cRn8MQzn+j5/wDQB9Yo6BjDycltfPtbf+g3JDZwgNcytEVRbeB4wrRFYbhhqLM10NBbNgj9TpRZYaiXEQ0HHFFnhoc0dueN/0G5LVRfJkxTVFDSPATzgLaEivTTPANCfpppjxUz92OzEZVGNQg5XFaS2XGjEEu8zSCM6rn4Q0HZ5bKHd7YYhHEcfc1o1Ot1bKVX2uGthvLXQmA5lJTzyaAhZdY/D4nPhvaV2xl5AEXDYVHuYf+pU8pUeXJg4YCvK3MzRk997FP41d/6S4OyfjDoA2sUlB566BF89Zd/Hd/73nfx3Lf+EKqezACAUXVtmjYjhu4Fyp2SqRQzKlgUX+5COF0S9ZP/n/pQwD5kHYk6bl3kt4lnFhRfJZx5jCGPpET0N33ncI2lH5iiP003xYLrK0Lx5Bgz1+f0f0eTsex5u+iRzLPh5PzWoPm+4wPbvIV9aBiaku4LNORnkwu2hMRyeqMWWuJ/KX9zn7o0SmmepY0r2B2YAVcvctH9sApE6qwxJHmpB86ebzyPQ0I7gvuYnkZr389++Wt48plP4qMf/9RW2bzf6QNvFG7eug83b90HFODbz/0RdIqjGoOIHn1gFPAZR5lCnD40YDU4rVnqwegrOiEoqaw3B0HsO1UwbhhQFXc7y5jLYbOr6uq/vqzpd6esVsoZY9zxXow7R8NgMiSEPhW/17L0vP3NUGY1ChsyqGszc4ixyM3bUOp3StkQOx8pnEJjHiOoss+Mqt4gjp8Z8cQbARqin1p6Fvrx/ZlQXfCmu3tDPwIia7+5aN6WxjKYSsEzn/wsfuU3/uLWcn4Q6ANvFJQefPBhfOWXfw0/+P7L+PZzf2gucEaTAOMaeCPTBk6u6NhdcFe97NHRxjeUi4iST0ujcEV1YJY266ruFzUdHVVeJo3Xc8wqKtAQLlrUO0ADbDFUYGMt8OSC4hLVCz2KVxlWVBjHbJh0Ne08zdDx+iiv+o7WcRjgHxlZ5ZGqmXnKIaj1MYPtCrrqzDXAEJVvCng5UCePTJQvcptyWMyM4YZm+4hg3I778rhHqK8uQ/4t9OXxt/hJ/eztmdvdsdVpmvDZL/4yPvLUM3ji6Y+/rdzeL3QwCo1u3rofN2/dj6OjIzz/7T9GPTsY0Lg1EEGGGQTtWJxYitGrGtU9WLTz2L090JopIVWSAQatN3pDbBmFj2KvLalF6rYSukYBkLQ6WN93ld6NHTTl4IepwD35pIQ0FQHseE8AEN25dI1ngS100y0VqlJ0Q2WDldBZUtm7i0Ygf09Ci4IC9lZap/XgqozLimGIiIP0POnV3lNTQwyBnqCz7l2O3boIegbEb9nMsgH18u359SkF67RzXGb8EvWLgo99+vP46q//5tZ8Pkh0MAqJ7r//IXzpK1/Hn/zg+/j2c39o/cAdgqg86vbNFfXPg732nQqAamjKNDtyFkDnmvKAX6YwoGu8LODTYvJbNRmh7/xbwoOCFhYTH09YWhipzEe1fIkjLVfwoux7rzTzdEguW2Ze12R46F7CezlcUMJzcTDRnusMgl9nPbtVgRcO0Pjz+Z29DP1O8nJwmm6YjYH9UiPwIguAyb2bll1Xlxgq5lRfbHgMFOj6H3q+uC2pKTPYojyDd6lbKa4bGGfDPRPneeBvNO//s1/8Kj78+Efx2BMf3ZruB40ORiGRjjF88w/+OV54/o+SkoudEqjoX+rS2j7EYeGSqHSmZhTqQ25x1OCsHvSSwhaVI1W+OYjQf6vZ9cgerRNDO/KymFFYmtGbUxo8zqIdNipH8ShXIh8ncWVUyCsIM1QkJpLj1nlgmQfbg0JNA9GqIPUsBTW42dgkxltaTfI7PLSt4007yCIxA2NTino8bbqoeaDuia2F01weaNurhMD7oH3oLX8vlIPBhnYTMg7RYDiGKRgvOlMP0+pHxnyN3ssh3shgfG+aJnzis7+EL339G8P0Psh0MAordOu+B/BLX/wafvSjH+D55/64U0b+Y0u4AWoQij7oEzbEFbyAPQw3EKcLOSTl0V0ZvaIdTc/U3bRB5pMai5e2XXBpC9bCqxGRLzx+AL9nMmhlMiWkyXXDEy3YloyBlav0nokpesDOB97oWEOJf2u0c3B55Z2Qv6yf7LeNeJ2BkzSAEPPLYx2xnTQhJsO2VwgnK3N4Xcb0/aN6mCDvQLrv2YvJHmsqcnddw6X1XenkXYFAvb8sug1LBCxM0zThs1/4Kh75yJN45LEnh3L5oNPBKKyQrnz+w2/+Czz/3B8Nwhf1OQHoUJ1IceZQc/nVhRZAIyTNjzdPYNe8ayOR3YrfmVlNAyLtABsdXK5/vPV0MUXNr/I2EbBOLcPOXfhH+/R79nQBsLgHwemEsN3IMIgPPp+cbFBKwfGZM5X/qdjsryxSEZjB3k+hq+cnnYJmo5C9jm0hprUZNvmZLIP83cdOdrQjkr2+18mEDcIAqY8MgSJ9cnXqs3lMa9mj5RZ/sQ9rOX/6Z+efrHgHmugnP/9FfOFrv747/w8oHYzCDrp58348+4Wv4k//9E/wnReeI7eWG5yGFbjTSr9uoKDt7KkkPninA4AFWDamYVdpLTyxi9iDcNCmyFBnDLVn246jdT+hgV0JSk91eB0cVcRfCslFUW7LXVIaKos1Y8gKbhRiExFslubhzJNty2Fbc6TZKAJaGWwsbJdpL4Ixn2uU0e5wjKMzflv4UVmVMjwHejRd04wLhUGZb1O0y+AcBDUC+jx7BYC6a/Gavgd/ZGuh4oM7Hm2jDtSGAzBpstFZRh967HE8/OhHduf9AaaDUdhBN2/dhxs3b+G5b30TL333BSxtiiOjQdX9qvyqbhPUmSOEYotFsSEjtGlKwAeet3kL2wzDXh6Edv6Wlo4lQCranMqEaa4ruKcpWgV9D2okwcCuPjeVEgylWhYzTANPJyLkEaofjV/4dZ2iOs9HtiVJKXouRU8aephMQa4H3kr67lGUyMe2UBTzPfIG9Po4pzHxVNNR/qPfIZSnZSvEc2sPmR9rJ4zag/JHVzd6vX6Mr+cL0Svo5VWvexsRH9DoAYPUSSCf+cJX8OxX378npt0tOhiFPaiUgus3buGzn/sS/uzPfoQXX/i2nQSm99uTHg5H3xmVpLnXerBL1Hz7zXNfux9+2xhGijPTfXuvMWaoU88laChbZ1ip9mFFL4I6+FpKUpxrBqtX7KMwSbVPmwZOeQCZNzDzsYP6bp02O89xCu2avAyNt1FQNwwjxt2LMv5T3FrTUQnkPLMXMB6M1mf9s2sGxAdfGLW5URsRkXiCHnlp+ru0reVDOoPfNi3YeKdZR2ukinzwiE6DXhYJn5o3G2PloRBrxeS+oEwzPvelr+LhRz+Chx557GAQ9qCDUdiTrl+/ievXb+KFb/8xXvrud+CbqVFHR2rjioqz6wy1BRIUjb/W773P+eTrTOH5xoO60Mwjd43YyZYaaGlhl0LHWNoW46w4TWP5rJj2QsezpZMGDnP59LNub9Dvy+PbHC8eomsnrU32N3uoBGVVAQXeILBtwbcZ42wQSkzbUWxPI+8vhyJLFGG7Rl6TMKJH/OxYXTEIpdRtJMgwZENV+HCc1FZ1A0QJngEbh9749syteVNLMvzRGGlKITxrz9C0WwGmMuHZr/wqPvflr40FdKCODkZhT9JGffXadXzq08+ap/DKT/8MLzz/rTbzIb2Dvq924aAMA7coozsdR1BeNA1Au684al8iTxZzDm/7Jw+4a7gs+AYjBEzBg21jBv7bIk5BOcmyYNmcmOIoZcJ0VJX/PM3VyymlKfg2gXQg1lJ4tTptc0Hy6Qx2DpVkrWxeQlLag7JqeaMxzCEz/VHiT/ReQru4KuPh+ELiK8yeao8uZgyKGUBR5E7GgEM9o/JmnkKoivhfeEyCDIK1gZXyAcA8H+HTX/gybj3wMEQWTNOMBx5+5OAhnIIORuGUdO36TVy7ftN+v/id5/Did769shmdDtCmBqnHbo48gm0IFeOOMKJtnUC9FPtrYwkiYlNoq2L1qag+XuI7xooAtla4eFx6LWy8j0GI9/p1H9IW1y1tbyYRaatzK8+Tho0wNTTbjEpjLctFt0E/OYkDzkOLrgppBeWHlEvjONhaD+0oClbDFPgaKNAamSQXYmQQsF3Gq8SepBrKZalrcIIRQTQIfUI7shmNNZBhEJ1FtITr6m3LYHJBTn8+OsIXf+Ub+OTnv7ij0Adao4NROCVlpXL5yjV88tPP4qc/+TN854XnsOiMjdqSd3bOAvixk0DrBGMX/E74GyrbjLppsZpsNpiOjgAzAjsQ1gBtZrBseFow9CCY13ihhhJcQaBOl21naktTUJN4mMji+M6elblm34fg2EORpCBt3EfTSwrbQy5RAMG4JKpjHnOH2r3YI6NTzdoIXXdZjNoNo/H2TuHrAxQewnai6eoMNbpOZdgV7uxCZ8xv9jTa9XgADoZ5HB0d4ZPPfhH3P/Qh3HrgoYNn8DboYBTeJl27dgPPfuGX8d0Xn8d3v/u8G4WGobvuSYpR0XZEUPt5DHdCuWOZh7BssNmcVPS9LJgAmsapVOwvspYGq9O3EQXFoOEzGcnKlZIaT916Qze6AwCh8QPjTb0xNbFa7pWwjg8412dLZ9gw8BRU0bEsoiFd0027ZgjVslvG1SCqQua8Uepmd8SBekVMzDd7r+w1hooNxkBDNx7W0XuSctumi/vZQ5ydZdTN7FrybKckQwA4Oj7GV/7cb+Fjn/n8OgMH2osORuFtkjbMy5ev4OOf+Cxe+elP8N0Xv+1bTw9BGyH1YZx9JSRxh9SNRQxcditL8VlHGpt3ttpAdKkDwDoAmkPvbBxKUxyuwtoTJht/mZVB/O4aWqfMqi4KM2hosDsoEUW5FEZi4gHybgCX04BGqnxKpM66ShIPXssuGoagSpRAZb+VgeujWgvL0UM7NPOsPavpiVT0rcd62EUzzD7OxAaj+w6ue6r1FUO3FjoKYxFt2AJkQEber9J8dIRPfv6LuO+hh3Hj1v0HD+Eu0MEo3CW6eu0GvvClr+Ol776A7738IjYnJ9RP+tBA9hDYMOgzqoDuBo06pCzqLdTPUgrKPNfZO/PsHk16r8bvGViyGWBt6uWpbwl09bY+kEP32TcB6qEs9YB2WKjLRjrK1I19AB6SY4NoO7AOytUpMJWRImjVWbR6fRzeU7OzX70NjfXoXhuf0MFo5WehnUhLTkMriQ2MKXQ67IZ5T8rfjMXAKKTa7iVBvKyGQs1DYb5LDdOl2VAjOj5zBl/7jb+Apz/12S2cHOg0dDAKd4m04V66fAXPfPzT2JycQJYFr7328+o5nJwQYhq/q7FpXVCFaQrIVtLL+6CitUHd+repg7Ztm2w7dtTQd2noWlzBL0vdCH+lkwfXX5WM/i5ohwol5RcQp5ZNAT7lDVQDMMVDf3QWjQ0kK9o0A+wLBmWRZmSmMB4iJGiRuiZjqPITupX0steJXlszeVzW7VOQK//qY4mZPwCG9o0PDcext7QszQ4WqpNmZNoAvYWC1HAmL1INhnoR/ulNQWeJbR0MzrIUxDxWxmD0+TNnzuJjn30WV65fR0HdxuT6zfsOHsJdpINRuMt09ep1fOFLX7ffP/jeS/jhD17GG8sCbGgBFgBTJHTSlFAnGakVpl0oKj+rn/q32WywbE7q37KgzHUF8zQp+iYsWNqvpjA8Ir3OX+jwpZVvGE+LP4teM3DLIa6phqwwhXCXKpQykbIUN7Aqy81S90Sa5rhflcfYXeEFtpqhccU52oqkZLdqTTJD2qZM14jXPXRvCw3SAmExWt3yvXqHk9D4UWon+tvaYftvZMSy96v8Dcva/vM81svOaZw9fx6/9tu/g8fpQJyDQbi7dDAKd5lyA71w8SKeevoTeOWVn+C7L3wbJ7dvu8IrvriNlX+dOw9k2OSDetpRi12BXiXl4Cg4ods8D7zF4nWvIF0F3O60d7iMmi7ztlUoxvYQCVsipMALb2U9GPfoFDBc09Cwax3zoLUAftxXb6BETKYem6fEU35sEn3zDp0FtZ2yHHiQm6/5Qy2PVjy/V+LwA9RbqGXodmAdDPJq2deoAyb6rLbb09iybGRKNfTmwZCB4HZ7fOYMnvn053Dz/gdx9dqNNhHiQO8EHYzCO0yXr1zDF770dfzwB9/DD19+CSe3b8cYsA6MwpVkKUcRYSslpZeVv15bDxnpjqZL+Ks6u+4TNM9HzgdI5RWhWSuudAeq1akp8D3D68Zn/B6RpyJ85bF6As3DAjpeSpma4kk7jELyQuSg9xeuo5RyVWbJaJT9B5e7mTc2eB7LzvXg5dGBf56gEEpMz0aQkvcEUiMjy9jjrHLKGbhB4J/de7sshYg3sKnUjSLb9F9B3NIEAM6eO49f/4t/GY899czBM3iH6WAU3mFSZHv+wkU88dGP45Wf1vUMJ7dvU/xXH27/DcNCaiRGQVd6hIPkeZoj6J4M0LfOOmoL1FghuLvfxh4oKeVhpAjW5t8P+crXKNTlRtK9mlrcxd7zgeXKUCGe4qph4isoNzHvzRQbK+pdvDdDszY5YDTwatcGsXg3DDT2QXP2HVUXWnzoZR/m04inh7Is2GsTlo1hFJ0JhabAOVG979NOV41D8fTM+1GHUhyOnDl7Fh/95Gdx8/4HcPnq9YOH8C7QwSi8S3T5ylV88au/ij/5wffwg++/HAaeLYykcQA2FtynNKazdolfR3ydVRsrFRHBNM+YprntLDrTDBtW0KrUdbDZEXun7Ir1+JDEtvERe5e+L9IbBV1xO01HDbH74jte8ZqNalw7wNMcNXRDO4KWgqLrTZZWeBvoWDdmNjNoh7eQB3LH4RxjL9SnLt5TXs1r4LGDoiu5tx+wM1SwZETiu3WNuIU6uV6puJ7/Dk+hvag4CMpvKv+58xfw53/n9/Do40+unltyoLtLB6PwLpEqovMXLuCJp57BW2++CYHgzTdex0vf+TZu374d0asiLYOIrmjXVY6QQtBLriTrVwvuA+3ozXJ0XI8IVWUZEojpJ/24s/P7bBmXw0gRxt8+X36h8x2AEmdICSBT3fa6ejpjybB3kD2Fyp+HffRqobi8XS8RBXdlXRPbFtpqFKTuZNp5bPTuyMqueiTJewyeQjJQwRCr4WlGp3duPcimg/EMAMYDz7xmxQHHmbNn8eTHP4nzFy4CEJy7cBGXrlytU6QP9K7QwSi8y3T5yjV85evfgHaZH/3JD/EnP/yeGYVOaWaFYdAKg/uq8PSyeyL1ghsE3WHUNpSjsYRhvpTcPlTRpCuyMO4hfgCRb0iXEhdFvwsVo5gnM7XdW3VG0ySTlZMjONkg1NAXxdnrOuEaMuNYmE438rhJSE/Lcack/P4oHZ01tSzVMOjeWsFI7siD5KreFICw+6mGDbPXwhMRQlvqeC3hW63rYuAle3kjObj3uuDCpYv4rb/yb+DBRz5sqR5CRu8uHYzCu0x5heb58xfw+JPP4M03XgdQ8Nabb+Cl776A22+9FVGpxsclda7c0VT5UyjJPA/rgpVUQU66epk6+Gj4eKSLDGUyombFwV9TyMQRd1UIvhpZn1XFWWrwIsyOaoPFOaQWBsKzaMRkydtp29MGb2l7cM0nuWg5Vs8IeJTviLxuS+PDzadQjMafcWRvoSJKZ9cYzaKps0eYeYkvex0IGUjwbDQ1UsHsd21lzcM6e+4cHn/64zh37lwzCpdx8dIVzPNBNf2i6CD5XzBdunwFX/2V37Dff/bjH+HH/+X/FbffeisMBoaQgIU8BlTSF3MQGOnV7/NR9Q6moxm66ItpDZDyAKdmZSGGLWVVxbWk2L/FxaUi9jpLiryEqvmqhzDPjv6bGpVS6speNUypHKWU5hHFs4zXmBVxD2aZFri6X48N6S6y+5KhaisLOn6kKwyFyJqi1vMj7NS8ERpvz202m6E3yEZaf/Mz1cNgo1C5s8fauIvNCEsFYW8lh+8uXr6Cv/B7/yZuPfiQyeEQKvrF0sEo/IKplLpjptK5c+fxkcc/ip/+5Md46cUX8NZbb46R5krIX70EivJ6mKDF3oECKcAEXQ3cK7S8PkEHUd22yJAHPQnN+aHnw0X+lPRcMhxQD4sLquW0lX+G/oUMn3oSPl6TjWrmB+QxxO/83lCBYlwt2ahPPKAKryuO0jjvYhveRQ+x9zq3DWiY0t8z5GXFziAjCUYg5IJoTSSZsDFufJw9dw6Pf/RjuPnAg7hw6RKOjg6q6F6hQ03cY3Tx0mV85Ve+gZ/8+Mf4O//F/6UOSGdt0ahDpp1O0JCRGwZXHAVlmjFNxWZ1rBmGkA5TMgwV2auGIARs3KuipkAWb43drtVDdOjQ+FLPiI6zewTA5GMSBbB1GABENrB4dAsXaYy7mPfhea5RSXdNJa4o4DwTx69HeXDIRxSNrynsFP7bln//agwriaa3tQzqAU4AlrQALkqkzhJTj869TTaaIwN6+eo1/Pa//tdx84EHDqGie4wOtXGPUfUcjnDu/Hl8+PEncfO++7GI4OT2bXzvpe/grbfe7J5foy7IpAqI3i3Ft51W5VkfNRcBHjf20EuIc8N1LEWdzQNh5K5p5jMjVGGrgtRQSKExBFcuLRlWTlBjkBC/ZwkOANnMnRS3MeOhn8WNSSaP77t4uvA650fvRT6r9HSchD2bbeMEU6EZPAPysRkaRM5jD+kZUL3wmgiVDgmtsT7VY1PB7SrKaFkWnDt/AR9+8qM4c+YMSim4cv0Gzl+6hKOj4yHvB/rF0cEo3KN04eIlfPVXfwPaSX/205/ib//f/8/48Z/+CRLMBTA2DgUxTLEsS1sf0e7OM8rauoQ4blg/VPuZ5pegAVhJVs2GqtibQ2BAX8agWESwtLMSljbrpuryZhSIIWnZY3AMKiUIHpzl8vjZzrHc8zRX2ZTmi+gWDMinfmkYqYWvmmgWyMgm0FgG4pGeJDsR2v46XM/hNWI5uzJ5wJeUPoLy5+voDIYeusR8xHLr9bpBYR0r2gzChJWu3biJ3/3r/y6u3bhl6c2HkNE9SYdauUeplBLirGfPncMjjz2Oq9dvoJSCzckJ/uQHL696Do70AaR98elpGvirvyMqBFixuCaOnoJSUAg2juG2Q8SVnM9agilvoWmTXB6Lp59iIJfDFha2Cr/St0ValM2VIpqCj8XM8tH8Ynp785kvlNIZlW2zi/R+l+5qJGrsKXQexLb0u3GGwD5EBOcvXMSjjz+J+fgIsgiu37oP5y9cwvGZM2PGDnTP0MEovEfo/IWL+Nqv/YZ13NdefRV/97/6z/CjP/n++ksa+SGFy7N+Csd9wktAxKsR/elQQhg8XMm+2ZqgpBz9Nlzc+Atz6RndF2JS4Av6iDMfiI7rHrrBaQAo4udBkHwAWx4AWTYABPPqHHlH2ViqERHiu/NOtlEzKK5rS6qngmVDYw5lpI4jrRljAOM1IskgrPJfBt+bIKfJpxNfv3Uffvff+Zu4fOWapXd0fAgVvRfoYBTeI1Q9B+9UZ8+dw0OPPIoLly6hoG4J/aMffh9vvfnm4G1H93U9AG07rZ6F/QdH8GQYQvgDGW2KTUBhT6ULU9D3Uur5x3ULZ1+oxmsHNL3gJZjyb4q3KW0tm2rBPNslliYatBQT88+UzvBzaXk3OahCL0mxK42VuSr7OBgdxiGIM7VvcVqvdL+zHzI0WIz6ybirgct89P5W/Tx/8SIefvQxzPOMRQS37n8A5y9cxJmzZ4clPtC9Swej8B6ls+fO48tf+4Z12Ddefw1//+/83/DD77/sDzESFrEDdY6O5jDf359d7Gv9TApwhRfdo0gPvskGgBFqUJRSry105rJOMG0PoUwzoJvf6cDz1FY2l2LbjC9mVE7sLGdWfnGgehRHdx4LGQTla2gUBH5msn6QQdjLUxgh9PTbZJFka/JPZxh3g8tEuvjPyspjFlYWsQHinJczFn/e9+BD+F/8u/9LXLh4ud6eCo6PD6Gi9yIdjMJ7lEopOCZ3XGTBAw89gjNnzwGoG6f96Iffwxuvv0bhEQ+prCms3jNYiTOn5yB1Pn1WIHm7ZtB7dq4DfBBap75WJd5WMfNK5sFsJC2PzYNKoY+RclRDYIaBZLP3yIC6M/mF4FW1vFi5D5KSlh6vag4ehg5uAGEA2LOT9HvEr8fxghfCsSb3BZtM0W1EJxCcv3gJDz36KKZphkDwwMOP4PyFizh77txK5gd6r1CRtdGlA72nSERwcnLbkOubb76Bv/93/nO8/N0XcPLG61hOTnBy+y3IsuD47DlM81Hb3qJ1eEFQjoY0bWaNo2vdVVWfU8XvyL0P3ygiXWzsQMxLqLq17oq6bDYo04T56BjTPGM+OlNX7bbV14WQLg0zVK9DljZzaWPnVuiz80SrtslTkGUDX/AG83Ya852M+ROAH25Pepq9k6x81biNjZQXq3SGpvKzpFlBnEw09H3oq/K7+GlskmZmtcF2fhYaohM1RnWTwo88/TR+79/7Wzh7/kKV2zThuE03PdB7mw6ewvuEqudA7noB7n/wQ3V7g7fewub2bfzg5e/gtVdfhSJxns1jewEx7CUU7BgSHnoBgsIHVkINjdiAKEL3cWAP2fBYQhj7GM2yIV5L8DBi2TT/LoUCFOGCUlw/eRsxLKSGadFEupDRmoe0LqD4dU295iQU6A/TFnFvBX14qb5PYxDCbcHp/KWLuO/Bh+3Zhx79MM5fvGie6YHeP3TwFN6nJCK43TwDAXD7zTfxd/7z/xO+860/xNGZc5jntj6hKdOq6BeIHVoDWPCIlUgN7gMU0lFlr/mOFGMpBZvNxs+RUB3c8tVzopdlwXx0jDNnz1VP4fgMHf5TNFbkBU2aU9M4uf2Wo+HKQPNIMm8URoJHhNZkqpnW7TV8XGIUJsu/2YPgT09HU6fvaRyknqeQvY+29xPnR+MkKpe18YY4tiTBSxEAmAqe/Pgn8Lt//W/i+OxZAIJpmnHm7NmDZ/A+pIOn8D6lUgrOnPGZH/M844GHHsWyWXB0fKYtWqsI+Sd/+iO8/vOfA6SMdC5pN+tlS8Q9h4xyGImVKmgKZg2/5Lh/QVbR7qlEHBsUUxpvkPZs0c8cpwdQF41tx0Zejvguyycr+V0KszMiSAfYsNIO3tmWcYM8eypmSH8wgbIHdfHSZdx64EE3ngWQUvDgI9UzOKwzeP/TwSh8QOjo6Bhf+fXf6nbK3GxO8P/+f/4X+PYf/atB+CHGqD2GdDp0GEJGoJBTW5ewbBab5QMdBG9/ZodUmXXrBmgLbWWt1OM6F5ri6qVgZR2NyZqmZYMgehLbNDJ2nFzvDXBaq7/tet1PaIIPVkurg7hZoaCG+gehKuavMwjiD9E4y6OPP4m/+G/9DRwd6SaNtQ7meT6sM/iA0MEofEColDKM/242J7h534N4/bWfxwFJAD/9yY/x2s9fzQnxRzf9chS7zu+H8ETTtDUNwGbehJeaAsyK21wN9Nfa4wUFUmT1cPpQ4MrQ0GcYKfORwo+eSDQMe0dqCwAa56izl4DMmItDFbx7CV2YyMZsanoXL1/BjfvuA3QlXDMK93/oEVy4ePGwBcUHmA5jCh9wEhHcfutNR+qNlmXB7//9v41v/sv/GTp9VJ/XgeppmttsIz3FLRqBPFPGPQQB2j5Mm5OTuk7h5LaNHRwdn8GZcxfa+QlNObVzBNZ2dLVox1SApa4vEFmwaesXlk3lw2Yh1dJ4mbrdWqOM9FNnGfmaDIQxlbw2gj+7aaCaJqWfilMdNDJU0mZu6RM6LuJjEmKyD117UaNQ/z79xa/gt/7qv4FSpmBwjo6PcObsucNYwQeYDnDgA05rHsSyLLhx3wN48OEPowZdXHm98pM/w89f/dkwvf0whq9RsMN0WpDbZhvlIV+RGk4SGYHmWhYdMI9XoPti8BhGYa2b0svqUGfj5Fk5Qsg7l509qOGA7oj/dF83zlsvsfPB04bZ2F2+ehVXb9yslxY3IPc99DAuXLp8OOryQB0dPIUDDUlE8NZbb2Jz+3b97Xfw//0Hfxf//J/+E8xtvYLuaroWMsrjCctmAzk5wWZzgk1bTyDLUldZz0fVUzh7wTyHsBVD+zCEC1LGBabkdJ8nne1kG+2V0oYr3FsIIRawUWiGqSlagdR9jkKIbAmGQcvIK4dXZxsNvgezoMqeFf3CXgHIuLLX42X6pa/9Cn7tt38HOf50dHwGZ88dPIID9XTwFA40pFIKzp49ByQvQkRw/db9eOChR9oitgnLpoaJfvbKT/Dqz14ZpmeKj5SWDXzCkXtpXkJUjgr2qzIsKEACuNWDIEWPNWytVwfKsBTf1lrYADVPQWilLw0+j8rKRpA9hm3rGCw0N+SbxhZUwdPrl69exaUrV6GzlKRZk5v3P4iLl68clP+B9qaDp3CgU5GI4K0338Tt228BiPjzn/yjf4D/33//39pzSuZFtHi4yAIsmzrnXtctQDDNR20NxTGOjs+63i7FxhTqz2Ln+AqSEiZjIUtdIW3omUxFWMmbB2sNnfc7hZo3NPCMclfiPNhz4LS670LFtnv1RjBEteDmrXzpV7+BL//6N5Dp+MzZg0dwoFPRwVM40KmolHq+bt7jRkRw/cYt3P/Qh5oChoddRNpOqHWA+eevvoJX/uxPU6iprkQOylPj5O27R5ES2uZ06LzgAKW3h+WB4Gd0t1ZuKDvr4wdrBoOJDUKmy1eu4vzFS4BNQSUbRkbpxn334dKVqwflf6C3TQdP4UB3hdSDeOutNwY3wwf+53/8+/j//Nf/JTYnt3Fy+zamacasYwnnzqPFbNrT7XMqvvVEmTDN1SXQ0746lD5NQWn64OvgvAYbkijOqySDUi82lB5XMK8NNFf+BocG0V/Ihw1fy/brv/nb+NSzX+zFKfFKNdTncaADvV06eAoHuiu05kGM6PrNW7j/oYexOdGpqM0oHB3j6Iy//+Ybb+Bnr/y0/hBd7wuUwgO9nm5A6UFBA8D6JnRhplPzKPL2EsAORwPoUPpQ8Te6cvVa3UwuGzPKqJSCazdu4vLVaztyPtCB7h4dPIUDvev05htv4I3Xfx5m1ZTmHbBi/dYf/Ev8w7/7X2GzObFrdTZS240VCFNlR0i9kl/fbOr0V5Gl7mBk4aoyjDqFuD90vIHGKrq8EAaU87iBiGCeZ/zGX/oreOpjn9wpq/MXLhw2nTvQu0oHT+FA7zrt61FcvXETN++7vy5Ea+sEbG+jqdCwsW/5gDqBh5QyT9gRbJalPbagAJimGctmg5/99KcACq5cvYpZF8zpdFXYT8trYZ5A3ojOkEq/2aDM84xrN27h6vUbb1eUBzrQXaeDp3Cge5beevPNbvsNj/LkLexyM14ZHR489pMf/yn+3v/jPwNKwW/+zl/F1evX158PSVlAa2s5/GlYaOrCxUuHoyoPdE/SwVM40D1LZ86efVcU5+ZkY1NcL1+5imvXb77jeR7oQPcqHTyFAx3oQAc6kNFh45MDHehABzqQ0cEoHOhABzrQgYwORuFABzrQgQ5kdDAKBzrQgQ50IKODUTjQgQ50oAMZHYzCgQ50oAMdyOhgFA50oAMd6EBGB6NwoAMd6EAHMjoYhQMd6EAHOpDR/x9lPZW0AQG5wgAAAABJRU5ErkJggg==\n", 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" ] }, "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": 245, "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": 246, "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 [246], 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 }