{ "cells": [ { "cell_type": "code", "execution_count": 123, "id": "7dbf62e3", "metadata": {}, "outputs": [], "source": [ "import sys, os\n", "sys.path.append(os.path.join(os.getcwd(), '..'))\n", "sys.path.append(os.path.join(os.getcwd(), '..', '..'))\n", "sys.path.append(os.path.join(os.getcwd(), '..', '..'))\n", "sys.path.append(os.path.join(os.getcwd(), '..', '..', 'analysis'))\n", "sys.path.append(os.path.join(os.getcwd(), '..', '..', 'session'))\n", "\n", "from imports import *\n", "import numpy as np\n", "import h5py, json\n", "import matplotlib.pyplot as plt\n", "from scipy import signal, stats\n", "from target import build_tgt_matrix\n", "from adapters import DatProcessor\n", "from matplotlib.patches import ConnectionPatch\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 124, "id": "220a45cd", "metadata": {}, "outputs": [ { "data": { "application/javascript": [ "IPython.OutputArea.prototype._should_scroll = function(lines) {\n", " return false;\n", "}\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%javascript\n", "IPython.OutputArea.prototype._should_scroll = function(lines) {\n", " return false;\n", "}" ] }, { "cell_type": "markdown", "id": "23b6838c", "metadata": {}, "source": [ "## Question: \n", "\n", " AEP responses were extensively studied mostly in anaesthetized or awake but non-engaged rodents (this has to be double-cheked of course). We know from human and animal studies that AEPs reflect both \n", " - strength of exogenous signal propagation and \n", " - endogenous perceptual / concious response to sound stimulation (refs should go here).\n", " Thus it is of a big interest to explore AEPs and underlying neural dynamics in freely-moving animals engaged in an auditory task." ] }, { "cell_type": "markdown", "id": "f2502c3a", "metadata": {}, "source": [ "## Intro: classical structure of the evoked response\n", "\n", " Classical Evoked Response has the following structure:\n", "\n", " https://en.wikipedia.org/wiki/N100" ] }, { "cell_type": "markdown", "id": "713d52ee", "metadata": {}, "source": [ "![title](assets/AEP.png)" ] }, { "cell_type": "markdown", "id": "e8d05f6f", "metadata": {}, "source": [ " - Depending on the species, P1, N1, P2 and P3 components have different timing\n", " - P1 / N1 are thought to be more exogenous (externally-driven)\n", " - P2 / P3 are thought to be more endogenous (internal attention / concious modulated response)\n", " - depending on where it is recodred (which brain area, how deep etc.) the sign of the response can be inverted\n", " - we see it in gerbil AC exactly like it looks on the picture, but potential is reversed (minus down, plus up)\n", " \n", " All the refs will be insterted later of course" ] }, { "cell_type": "markdown", "id": "d8c083e8", "metadata": {}, "source": [ "## Loading example session" ] }, { "cell_type": "code", "execution_count": 125, "id": "2ccab1dd", "metadata": {}, "outputs": [], "source": [ "# select example session\n", "source = '/home/sobolev/nevermind/Andrey/data'\n", "session = '009266_hippoSIT_2023-04-17_17-04-17'\n", "animal = session.split('_')[0]\n", "dat_file = os.path.join(source, animal, session, session + '.dat')\n", "aeps_file = os.path.join(source, animal, session, 'AEPs.h5')\n", "h5_file = os.path.join(source, animal, session, session + '.h5')\n", "\n", "# load configuration and timeline\n", "with h5py.File(h5_file, 'r') as f:\n", " tl = np.array(f['processed']['timeline']) # time, X, Y, speed, etc.\n", " trials = np.array(f['processed']['trial_idxs']) # t_start_idx, t_end_idx, x_tgt, y_tgt, r_tgt, result\n", " cfg = json.loads(f['processed'].attrs['parameters'])\n", " \n", "# load AEP events\n", "channel = 0\n", "area = 'A1'\n", "with h5py.File(aeps_file, 'r') as f:\n", " #aeps = np.array(f[str(channel)]['aeps'])\n", " aeps = np.array(f[area]['aeps'])\n", " aeps_events = np.array(f['aeps_events'])\n", " \n", "# TODO find better way. Remove outliers\n", "aeps[aeps > 5000] = 5000\n", "aeps[aeps < -5000] = -5000" ] }, { "cell_type": "code", "execution_count": 126, "id": "a54d07da", "metadata": {}, "outputs": [], "source": [ "# # load metrics\n", "AEP_metrics_lims = {}\n", "AEP_metrics_raw = {}\n", "AEP_metrics_norm = {}\n", "with h5py.File(aeps_file, 'r') as f:\n", " #grp = f[str(channel)]\n", " grp = f[area]\n", " \n", " for metric_name in grp['raw']:\n", " AEP_metrics_raw[metric_name] = np.array(grp['raw'][metric_name])\n", " AEP_metrics_norm[metric_name] = np.array(grp['norm'][metric_name])\n", " AEP_metrics_lims[metric_name] = [int(x) for x in grp['raw'][metric_name].attrs['limits'].split(',')]" ] }, { "cell_type": "code", "execution_count": 127, "id": "3400d646", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "((5067, 200), (73, 5))" ] }, "execution_count": 127, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tgt_dur = cfg['experiment']['target_duration']\n", "tgt_matrix = build_tgt_matrix(tl, aeps_events, cfg['experiment']['target_duration'])\n", "\n", "aeps.shape, tgt_matrix.shape" ] }, { "cell_type": "markdown", "id": "0100febb", "metadata": {}, "source": [ "## 1.1 Example Auditory Evoked Responses (AEPs) in the raw signal" ] }, { "cell_type": "code", "execution_count": 41, "id": "5d287f18", "metadata": {}, "outputs": [], "source": [ "# raw LFP with present / missing AEPs\n", "dat_processor = DatProcessor(dat_file)\n", "\n", "duration = 1.0\n", "offset = 8*60 + 17.5\n", "tml = np.linspace(offset, offset + duration, int(duration * 30000))\n", "ex_block = dat_processor.read_block_from_dat(duration, offset)\n", "aeps_ev_sel = aeps_events[(aeps_events[:, 0] > offset) & (aeps_events[:, 0] < offset + duration + 0.2)]" ] }, { "cell_type": "code", "execution_count": 42, "id": "696df740", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'LFP, uv')" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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FpxGvJ13vqof7KaYJWcMYw3f31kX/+sEY0cVyhMuWp3rWR6Cf5S1W53fX4ZXf9imWVQgNwG21InH4nQGmZaO/20kdVqRU2ZQsXFfH9ahq8dpDrZWDAM921u/AtuXNPw6YHmfmCo3u8EA/vdXRdHJCib+LlC/UKC6h1lNXY8nuFPR4fz1GLdjhlBtDd14AX1thHmmSz6Mqb+S/8992uqaMz8u/7sXtM//VfX3uw21d8r1l2XVVghp5Q7hZNdvhkQevODe64T2dusPvDaiB5aMaoqLGMaZXBqZdjRBM7lMdvesrS1KoM2kevpRewq1VUs91Ly7m+O+U9TnR59OyUW/8Crz62340mUQ3HMR7pecWIS1HuD4/3cm+G/EAPx882TYc04a2RK/G9r03KsQfeYXFFucqtf7No02PQ1U39muOWK9nTog3qhtlGSkhlT+TVA3Tv++sZuU1AFi27yLyxdHf91YJpdIy8gqx7607sOmN3ni9f2N7N5kQANQoLhGtxmt2nmONYs45Bn5/CgO+c88o4dFrtudF6Ul4pQcWPqadXVPqkd944hrmJZ4q8Xc4inOOxTvPY9m+CygoKsbn65Nw7rplofiMPPN8l602GgIlse30dSzbZ33+592ta1DD2A6bTl5D++lrFcvkDWEfH2MjQc7UqJL2HMI2NfQjAqKClRf+f0Y2wNJH65uehwdaD9184ec9dmyhJfnN+ML/kvHD1mTsO38TC7acwcNfb8P6Y/oRIOpa21my44gQb3L/ojMYv0o4B6c7cJ0OkzVYuzaoZHP9QxeERJZvLDmAZfsuYO2RKzifZnkNmvNQG8Xzpc91NT1OzdSftkSINzl42Ty9p0aEZaM4UIzQCPEX/q8erj+N4Yf7Y/Dn/+rrvg4Aw+cJ5S2lOcZNq4UjKiQAtSuG4Mme9fHmwKaYMLipfT8EKfeoUVwCH662zGR76ZZjI0+p2e4LQZRKxgDAM50qG3rPx0Nqon21ACTPGoKm1SLQsmak5npS793IBTvwXsIxxMTFeyQEbHr8UbzxxwG8/Os+9Ju9AR+sOo6eH6y3WG+urAzS4YvOGXmTe2j+NkPr3d26hulxB40EXETwyq97MeLbHabnTaLDsfnN3hYN4eRZQ2x+1tXMAlMSK3ulZHIcv2Y+5teeEjJsSpvRvkYwfrjPeshliL/59Du+VzQCfJlimfyxlqz8Ivy5JwXZ+YWm405PcTHHq7/tw9cbzbWR/WWhnW8tO4wpfx/G0M+3YHr8UQDAN5tPW3yOHpoHT0oDg5HTmuIGmW+w5z3a3vD7Npy4hpd/3YcnFu6yqDH+9wvdEBKg7ByrVznU9JjqrJLS4vWV5prboQE+GNvNHEI9985aYGKemk/urI3Xule1eX0LlWV/DxLXrRkVbFp26EI67p1nnlI0c/htpseBfr54NrYBnuppTh5LiBHUKC6Bz9dbjoAOnrvJoc/8eV+aQ+836kRqLt7511xIfWhz7catWvOqwYjrFmV6HuyvPYqlFUY++rudiD9gveyMs327+Yzp8VmNEWLJN7L13GH2A611X3uwgxBOm5ZNowNaOOf4SzXqXr9KKGpV0B6NXfz07QD0R3VG/H4WY+NLlrBq2s4ivLQ8BatOpCs6fd4bWBO1I/3xVp/qqGalJxxQlkCLrR9u9XU5+T40bfkRNH9rFfrNtl7bdOryI1i69wJmrDhqWnYjy/p+tiVJGTnx8/aziImLx6aTljkUFmw5g0u33J+8jBBrlh6+qXjezkrkhi0RwebjOTLYdrKuYW2F7NWFsvwd8hrEtSsGo1WtKIv3RYUE4LNHhMihb+3omCLEmwxoHGEadKkVaT5e6kQFoH8jYxngf7+3KpJnDcGRdwZiz+Q7sHZsL8Xru8+aqzwE6dyTSmh+PjGCGsVeYuUJ549SavlJ1fhmrGRd51oJRAAgV2PkbcOJa3j+F8dCPe2xwGBDNyPXvb3wo7vGYHg77TIfADB9WEsAwOlrzk0CVVYcvWRZ7/DiTf2GWKd6FZE8a4hFeKLcmRv5uhfLnIJifLjpClJu6TceZ2+5ioHfmzvJWlULxjfD65p6th3hL2sUT4+tIFtu/uwb2cI+fE4WlllUzPHpupM4dc0cEfL91mTT4ynLDuHY5XTTe62Z9NdB3MjKR2ZeISYuPQQAipF6OWvz5gnxhC93pCqea83tNyoiyL73Nq1m2dEl9+NjnXVfa1tHON4pfJqUZsNaRGHVmIYIDShZFneJjw9DxdAABAf4YvrQlprrNKuu3dAeebsQsZVBU3yIAdQodsC4AU2wY2Jf0/NMjYPu4zUnEBMXj91nb6DTjLWKG1XJOVW5o5u5rgulzpE1Wif1rlbiz9Gbt/nTtrOay91p6vIjuq8VysLXUm5YNqjeWLLfJdsEAIXF1kNc/X19FA0hoqQVjbE/5ZbN90UEWR/Vua4xdeFmbhGG/nQaa5Iy8PifrknAJgn00/6by/eFiACGRU92weQ7m2NQS+3j9kZWPjadvIYGE1bgozUn0PejDeCcI13V+fPDf2cxcM4mHL2UjsG3WT8H/LTtHNpOW4OWU1Zpvn7w7f5W30+IN+hcOwQJox0LpWSM4b72tVAl3HYNYgAIttIQSHw9FjGyMGk1eZgoIaXJ/GF1XPr5w9vVtGt9KUqx1durXbE5pIwx1ChmjDnWzVNG9WxUBVXDg0zPB3+ivGkvLub4ZJ0wZ/XeeVtxNSMPS3Zbhms+uVR50/3gojPYfSHb5jzBkmhUyby9PWLCrKxZMp+tT8JMWYimu9kKkRm35IDp93r/l/9ZvL54Vwpi4uJRbKD2nb30wnzl7m4tnPD3nLthY01iVJC/L05MH6TowJLbIs6xL+YcmXlFmLj6IpYduWn398TWt/94WnBvHSzUmXscJptTFRHkg9sbVMLj3evBz1f7tN122hqLUdx641dYnJfkVhy8jH1v3WH3dgPA6/0bI1zV4ZCdT73xxPvc37JCiaOi5D68vzV2TuxnaN3KYfqNZ2sNYlI67Tt/03CUmje4kVOIPw7dQLETw4r9fZlm5mlnCgnwMzR9QTKqa4zp8UPzLe/5XCG3oAg//pfskvtI4lpGR4ovM8Y+ZYzpx/uUQ7fVUs7HPafKLDnqO8swQ/X5R6/w+ITVF/Ho4mSMWXIWy4/ZHg0z6g/VHCtX+Gqj5+ZBrT9uvWby0r0XcN+XQnIGaWS/nsYNinpeb25BEeYlnirxvJT+zaPxdE/r2RQB4I89QqfJ8C+20glV5Q5ZtmRJ69pRht4b4Oej6MCS+2K7EGL59c7ruPeXM9h1IRu/7Le/U2LPBf2563pqRgRYZKGW+Mhu4oN1RpON0IqIkAT4+iAqJAADWlj+bm15pLPQmJcnNZsjS1ynJTUzDzFx8Vh50L05Bkj5Iz9XyzuY3OnzR9o5/BmFRc7vHCfGXMvIw7HLxqa2Df18i9UoNW/z4j8pmL/zOr7Ylmp7ZQOiw/zQywUDLVo2jutteN3HutczPd52Os0iA/ziXecRExePXhqJWI0oKubIKyzC2etZeG3xfryxZD+GzN2EycsOo/6EFWj+VgKuZ+bhi8QkDP5kE/7aewE3KW+M1zJ6pZgI4DYAWxljJxljUxhjDV24XR5x+VYubtmYZyeNMsoTTfXXuFkHgE0nLU826tHfwT+Y5yPOHqwMC7mVV4yLGQX49D/LxDYlseK4uXHdtIqxEDAjhrU1Fs5yMdP1F3d5zdXj0wdi9as9LdY5oAq51ZofLe89zS8sRtPJCXgv4Rju+myz4W2R38zMH9nB7pGKPBdECpRmUs3ObeP7Yu/kO/Bwp9r45ME2JfqshhWV+//Cvdfxp8EOI72e9fQ81/29fJwwyqVVuzFf3Ee/GtEBOyaYR9J/e6qL5md0iqkIAPjy0XaoGGoeEagWIXQ41KloPRpCSgj27M97qNOHuJSUER5QZrJ1pyGtqlssk44Vo5buvWB7JeISHWesxcA5m0zltbRsTUpF0lXzvqZVdstZsvMLNafglcS1LGFQ4B9x0OWrHakY8F2S7kCNNZxzXMks1J0K5GyRIf5InjXEFP21f4r+NJ4wVe1vqZyg9Hd6Y8kBAEJC1n/2X8S/x4zXBueco8GEFWgyKQHP/rQHf+xJweJdKTglywuTnV+E7u+tx/sJx3HkUjpe+W0f2kxdY/g7iHsZulJwzudzzmMBxAD4BsBwACcYY9sYY8+7bvPchwPoMnMdWk9djTs/3YQDKTc11/tyg9CIzSkwz0N8rrfx/oEFW/TDa6zVbXOGT7aaG9cz7qhhZU1j/ni2K9a91guvD2hiaP3jaa4vO5V43PwzBvr5onF0OI5MHYCp97RQrPf7rvOoXVGYtzV/RAeLz0nPMYeBPv7DTtPjQxfSDfXcP/rNdtPJdtTt1kvzyH10vzmz8P1fbUWXd9dhiIOZzcuaapFBqBAagJnDW5U4DPGtvtXwRAdzVuqf91kfGZZuIABg5XHtkYMqoSVP4lNSx6YNxI+Pa9cMVxvZNQbJs4bgoY61Tcue7GHuRa8aEYTPH2mHb0d1QOf6lfDzE51xfPpAnJk52LTO4mduR/KsIRjYUnmzL2XLnfTXIfy07Sz6fJioeP3QhVu4npmHm7JOx+wC95WhKwt2n03DliTnjOqUBx9uMkcNVXIgwZazJL4ei+/GdMS2CdrTOPSME68jxL1i4uJNj9VRgJLiYo5HvtmOfrM3mpbJMyI7W/O3VqHvRxssSns5g9QpPC7B/k4Y6b3xOtdGV6kaHoTkWUNshlO/O+w2xfP1x6+ix/vrFX9jAHhx0V489v0um9UcJKdTzY3fXCvXsxyN12i02DvZ1X3KOT/POX+Pc94aQAcAgQDmumTL3OzEFXNP36EL6bj7sy2a681eY1mPs03tKNMIihb5jadeVtrKIb5WM2OmZjk2V29zsrl3MTrMD2GBjk8Tb1+3AhpUCUPNqGBsjetjc/1D151/E5yWla/bgSEJCfDDyNtjFMvGLTmAq+l5iAjyQ51KIfhqhLLupLw+pHrEv+HElVZHuQqKirE5KRV/ij38ejWdtXSU7UeHLqTjcnquU+sn5xYU4e7PNuO/U9dtr1yGRYf5Y2jzKMPrZ+Wb9925OpEb/2vj/PrSK0Y1wIpRlgmCNr/ZG/+80B1B/r5oWk2ZdXP1qz1xZuZg7JqknPsoRbfIIxbU2dCHtKqOvs2EyJduDSsj0M8XjDGsfrWn1ZC1NrIw9kl/HcLp1Cy8l3AMW5NSkXDoEu78dDOGfqE8p2ZRNlC73DvvP/zvm+2e3owSuZKeiz/3lKz8maN6xITCVycxpDssf7E7lr/YHTGVQ9G7SVXbbxC1p3r1LvHior14a9khu96Tmat9rtKK5qoU5po5tfIR3Ox813UoHr6Sa/d75u/07vuJRzork38dsXFPlXQ1E49+sx0xcfGaCXQl6bL7RHkD2Yj3Eo7btT5xD7tjihhj3Rlj8wCsBtAAwE9O3yoPsDeplTos6lK6MG9Pq8yPPFW8VskiAPh2uDCaqJcR+syNPLu2T23aenNt4kGNjdWIs4c8lFLP7itF6DhjrVO/9+H523D3Z1tM88eaRFsvgyGXV1iMQLGhMKBFNRyfPtD0WpqNGq77rDTE1T2G9tyQ1amkHX6adNU5IVMnrmTgQMotPPz1Nqd8nittP33dNDLWeOJKAOZazs7g78vw5T3WP2+geKwUFFl2grSpHoxfH4oxPe/f0PnHla8P09x/alUIMeU0UGfDbRwdDsYYKocF4qfHzWkgpFJOvRpXMS3TK2Oh1jg6XHffBKCZ/Gte4ik88s12PPOTUI7tfJpybjM1irUdv5xhEY0ivyEujXNM+83egLGL9+Nqhv033I4a2Va7Trm7tKwZaVfHqGTC4Kamx9ZGofadv2naJ+auO4mYuHhs9UBEwe6zN3D4ovPyn7jKP/svYuF/Z/H234d111HnDnnjjwPIK1T+Dc6nZWP8n5aj+AethFo7Qn7sPCGLXnOGyxnm+9bwwJJPNRjTXn9wyNPkuS8+WGW7QbpZPIZaTlmlGCSRW7AlucTbs2iHa6takJIxmn26BWPsXcbYGQD/AqgD4EUA0ZzzUa7cQE9SlzKR35h8+lBbxWvSDZ+U1EY6qT7QoRYG32Y5rwhQlmKSRpB7xIShp0ayAkeml6p7Mx9s5fweaFuF0yXXMhxr3KsdF0f4s/OLcCU91/R83Wu9LNZtVyfKYlmA7GY+wNcH97QRwspTM61v5/AvturenKrn5GTo9DLr2TbeMrzunX/0L+D2CPQz/528OVPwjax8PDh/m2lkTJr7mnD4srW32bTutV74dID5wl2vovW59d3rCuHZL/yTgjNpwj4RIh6rb/etjgrBfpg5oAZGtavo0dEoPY2jLc8lXRt6tpEgeaMMh4WuOHipROe6veduYMCcjaaa0BJp2g5gPhZKi0/WnjSdA2etOOaW75Suv40qBaKOi7PhukqLGuaG9LJ9F9BscgI2nLiGM6lZpk7845czMPTzLZi58hgWbD5jimR7xIGIgt93nS9R9YN7523FkLnGc264G+dc8XPJa7eraXWCNpmUoHje56NE/LXvosV67yccx9V053b+cM7R7yNzSO/OZMdCtNVlQEctMediaV8zBOklLAvarobtChueJO8Qtkfrd7TLORmJuKxsJXJg7G/78H7CMWw77d0j7SUxcsEOTPrrIH7dcQ5vlqJrvdEuoYMA+gCYDaAm53wI53wR51w/rWkZ0Ort1YqR3ztk8wzUdXonDWkGAHjmp90AgBvi3LnG0eEI8vfFHI2EQDdytBslL3Wtgi61lSeXaf+WPFvr3T+as0HPvbOWU5L2aPl+TEeXfK4RLaasQud315meN6hi2Rj4QDZfVxIoC2dnjGHqPUJheGkUS5547ctHlZlEj13OgBrnHKmZygvOSDvmFAPCnNlWqszmsXaE3Vkjj4j4zoFeTlf7RdaLmiMLFXO0lEmDKmGoFqY/TeGNntH45E4hpHh8r2hkyJJnzd4izFHsWS8MEQFAsLjvtKsRgkdae0cPefVIZRKfqhpJfSKC/PH+va0w73+OZ8ZVfJfB+q2SXWdvICYuXvH3LQuy8grx3M970HHGWlyx8+Z42BdCZvzfdp03jfptSUpVjGy4olSfK3281jzlKCrEPQ3UnEKhUXPyunM7Yd0pyN/X1Kn15h8HkVNQhFELdqD3h4mI+/MAHv1mOwbMEeayrjx4yWmZj8ctOYDhX2y1OjqtplWVYc2RK3j+5z1O2SZHHUy5hXrjV2C4eHxJYuLisWDzGXytqpixX4wEqxBiOVc1K68QnHPNhrOkk+xexKgNJ67phuou3nVeMYUHsF1+Us/hKzkWZUDlEk9n4v5FJSst1biyfUnk3O3sde0Q59+fub1En7dox3nF8xqRQbivvXJK0meqDPTbZTkF/tx7AV8knsJD87dZRCJYcyu7wCuvmzvOpCEmLh4xcfHYeOIaftp2DnF/HsRvu86XmsSaRhvFTTjnXTjnn3LOnZMK2cUYYwMZY8cZY0mMsTij7/vlCWXVqX+PmZN1WJszECFO9D97XUjIkHJD+F/Kxjq0bU08GyvMDZRGGP19hcbp692VDZ7wQF+8068GutUxNwCsnH+tSlaFXTep4rqTlnxuY79m+iVePHVTp9VQlo+cAuZ5l9INQbLsJDqwZXWMltW8K9Q4yJfsTlEkaTg6dWCJ6mMue76b4nmAr3M6MuQnXiMhRJ4izwj++27zhaeJxsinM7WvGYKmVYIQP6oBYuuHo3ak+aboRGoeijlHwol0pHtZjoykGYPwWLd6mhESWh7oWBuDdCJYSmqHwfqtT6lKk1kbsSmN9sumVnzrQN1SadTv0W+Vo372nD/H/rYP/+y3HM3ylAVbzphu5q9mFuDhX8/gwi3nH0xZ+cLv6IHbopz+2e70z4vdNZf/ueeCKbwTAC7esux8eWnRXsTExdtVm1U+beinbWetrKn05QbLMoxPLtyF+IOXcFlj2+y19sgVuxoNataqRkxdfgQzVhw1Pb90Kwf3fyn8ztTTQo5dTkeLKassolwGtIhWhOcCsNpoeeKHnbjnc3OOhZQb2Ri1YAeGfq6dy+b0Nct7T72peLaMXWEskdbei8ayaG8845ypXe7wYp9GmsvlnR91daYJqaf7yDOOSz5+sA3UAWPNqkWgR6PKAISKKHpTDZtMSsAZjTbGuevZiImLx4YT5qZX66mr8aCbai7b44Gv9Lcp8YRludSYuHh0m/VviTKeu4rR7NPWi096GcaYL4DPAQwC0BzAw4yx5tbeUyUsEEemDkDXhpWxRZY06uVf91ms+8lDbSyWqcv6SOG3lWWjJ5XEg0Hq8cspEHaE6hHamfPe6lsd7/Z3LEv0y8vdl9zET9Zwm/eo/iiUM3u4akYF27X+v6pGQ4Dq7xbg5wM/H2ZKZHGP6iL1dC/zDf1C2c38rewC3MjKt8gUGhxQsoRmjDGcmTkYS5/rCqDkF0C1T/9NcsrnAMJFwp7RBHvsTE4zPa4SZj6G4gY1c8n3SaTAAT/xytZI1fO996J3Bsf4+frgrbuaIyTAchT85IxBOPXuYI13Od/Cx4RM2LOG36a7zsOdlElP3ktwT0ituzwqC12db0fNdr3M0uoBIa0GkJbiYo4/917Ai4v2uuw4LQlpFHfDmUyk5RThsT+dP7du8hqhI+DcTeslFr2dutPWHn+LnSHbTqdh0l8HDb1H3oCdHn/UIjuvre8CgFPXMjFwjjkb834biTBteeefw3hi4S6L8GVXkQY2AOCnxztj/1vmcj/SSPPvu5X3Vc/FWlYgGSZLLJhXWGQqAbTn3A2sPXoV+8/fNL2+XqyakXQ1U3NELVljhHNFCWq9X8xQNuwea68/lSZulbHOtCWHXJdt29mk6XFq9SqHYf6I9ujaoBKW63REbT11HUXFHAPnbMTBlFu4cNPyPFyvSijkf77kWUMQGeKP70Z3xO5J/RDo52u6t9DSW1W1AQBmrhQ6bEYt2IEe7/9rOperS4t6yqrDlxETF28z4e1j3+9SJFuUOkcv3MxBgwkrXLmJdjE6pziDMZau98/VG1kCnQAkcc5Pc87zAfwK4B5rb6gWGWS6obRVR1BrjrD6ZlQKoZXf0Evr9P9YGEnMLpBqHuv/GRpUFBrS1pIf7L2YjUmrL5p6xyXpeUXILTQfoa2r2deAtJe/rFfV2oHvSI+v2oWblo2UQS21k5UBQP0qYYoGglaN4mB/X4sU+hFBwt8uxN/8d5ayS3+RmITWU1ej7TRl7blfnlRGHdiLMWZK0OKsm1p5b6OjWkxZhZZTVjnt8+RWHTbXCrwsC0E1ktDNXt8ONzfSrO23ADBhtfeMuhnl7+vjtvnOPRtXwcZxvfFQpzq4XxVGJqmnEQIfExfv0vqe7mRvp3deYRFi4uINZ5Z+4oddhtaTh9M2nazfoEjPLXDqOVlNXbt61WnhnH1NVVFh2ZGb+P2gc26wz9wQrr/1K5bO+cTO9tM22x0PuQVFFhniAaHD19ZIznVZDo4v1p9STC26lV1gM3Glntmrj7ttmk/HGWvx194LiikPIQG+iJSNIuplfW4ty74vOXY5A3vP3cDV9FyMXbwfPd5fj9PXMhVJM2Pi4lFUzLFL1gn8t0ZkR0SQsA2Pd6+HLx8VKmW89vt++35AAC+vTlM8r6kzIGPUqbQ8HE8V/vbtarj2/tIZ1CP/Pz/RGcue7wZfH4b+Larhlye7IDzIH7sm9cORqQMUpZ6eXLgLDSaswLHLGbjrs80YtWCH6bWVL/fA2rE9UTU8CNKV9tEusvsKXx9UEtsCjDGrncZq8rrU59Ny8Opv++z4iV3vFXHgUK9ij9zYxfuRmVeI1Mw8rDiozA9TUFSMk1csR9/dzWj49AsQEmtJ/8YC+BFANoCJrtk0h9QEIA/2TxGXGaK+gSwq5ooeDn+NTKt9mypDoE0jxbJGsXQyvJIuvJYjNopDrDSKo4L9EBnki1719MNG41ZdxM4L2Ziqmncsv8Ho3ygc7w10vDaxNf6ykWJrIcNaZQxK4jadBpmtUha+PszUGNaqKRgc4IvcgiLFjeL612MBAKGqxAoHU27hfZ3U+lXDHQ9V9/cVRq616ty5w4krGXhq4S6L3mvpRK0VQu4odYIiV4fb14o03zgbDVNvW8X7kmp5CylL9Qf3t8YSnblaz/SyLDPV4/31JZ4nV5rZm1neVhJAiTosXSsx4OiELLR6ezWaTErAuBLcZBuhDjv85VAWMvKKEKE6l36xPRXf7LqOL7cLHXcnU3Ox8kTJRkOkCgsPuSCppLtNvaeFXet3b1hZc/nvu85rLpf8sSdF81zbeupqTI+3Pl/5quyc/Yeq9NZHa46j3bQ1eHi+/RUP5johskm9//3zgvZI4LWMPLzy2z5FdGCtCkJDb0AL/elgB942jyRvn9DX1IEOCDkCOr27DvEHhHuzPh9tsAi9/n5rMpbJEnbJk5Zm5BZgRvwRU4WBCYObISzQ/Pn2TI1Q1zbu2yAcHWqZO6ye7Gh/Asbnlpn3qRdvd07eE3fq1rCyZodG5bBAhAT4Ydv4vpr5gNSaVY9Aw6pC5RMpZ488UZ7aQ53q4EONHDda1B1SKw+ZG5M3s/N1Ezq++ts+U6eLK9l7b7ps3wV0mL4Wz/+izDfQaOJK3PHxRrvzcDiboYr2nPMftJYzxvYA6AvgU2dulLswxp4C8BQAREdHIzEx0fTaBz2DMW6j0KOdsC4RY9eZRzHk62m568MEHEwVdpTtWzeZlleXNbKuXbuGC1eEgyf1UgryruvfZPuhCNdvZiA52fpIyr5LOUhOTjY9X3zQfDEYVjMbZ88anyOkpaioyOrPLm8gJSYm4vGWAcgvBg6nFmHPVfPPvnnrNlQPK3naf0mG7GJXLZThcpaYXCXpFBKLrPeM+7Fi5EE44ah/pqsZeVi04zw6hpjDGQ/uMs+VGN8pCDN3CAfuo1/r944d2LMDKUGO/5yFxRxfJJ5CzrXz6FW75D27RzTqRNval0cnCGFbQ2evwtgOQbiZV4ysfGDiFvMIva3PsNcne5QnxZkrzeG1zviu7OxspKUpe8zbVmHYe41rHiO9ajJsuKC8sFzPKVYca65m69jzVsUajdzExER0DuLoPCAEY1Ypz2m/rViPaqGOHzPeoE64D85lFGPFmvUI8Vee3xccysPGlEI83SoQ+aqbls/7huD5ddbP9SXZF/q9twpvdzWP5uy4pGws/L47BUOq2DdSey27GFVCrP+9rmflo320Lx5pGoDXNgjnjbF/n0GPmub3yY+lpUduoV+VTLywQThfNQuwf/R45QnhZ7uU4nhotqePvdqyY2hSlyBM36Z/0zj/jhD4+WRjs0ZbctySA0g5fRxtq2rf9u0+pT+a+92WZPQK144ySsmw3mkpDQL8d/o6Fi3/F/6+QOXgkh3ja/5dD3+dqJfMzEzNv5N0DZNcT9qLJhV8cPyG9e3uV8cPGzYIUX2pqdq/85HNA7Bnm/IeYG5sIEYnGK/sME2VIG3djgMIShWued8fzkPieeGzgnyBTRs34HCq+Tr+64aDCL9xAkbcyFX+vA/UycFl2fFR3++mxXuOnDxjce7Sc+ViCvLTnNtZ7Ipjb2TzACw8ko8xLQIMfXZulu1OefnnXL8q7O8HjxxH9Wz96TOVAc39UNqP1futljZThejE7wdaRl8t3Su8f/ova9GrlmMRAVqKijkeX619nXqrSxBWny3AtktFaFHJB4evyxKWrrReSeW75ZvRpYahpqlLOPrN6wHMccJ2ONsFAPICpLXEZQqc8/kA5gNAhw4deGxsrOL1aTtWIT23EK3adwbWrQcAvNC7IWJjm2h+aY9T25GRW4h9srki8s+sdTUDM7YLc22KgysiOIIDSEOT+nUt5rbKhe45C7+gQMTE6IUFm6+AMTExAIATqbkQBsiBqqF+qF8vRvfzjUpPT0fHjvoZpjnnwOoVCA/yQ2xsLGJlr8nnJrXt0EGRlKvEEoTPnPNgG9zdugbScwswc8UxTL6ruaI3VUtWgnl71H936XOvBtcFcMxinZjULMzckQgACA4MxK087Qtmv9geprAnh4jb893hfFxmFTFPDJ+y16nNZwAoL8BHUEtzPpT6uw+kFiE2NhaNJ660KAlj8ftz0FNrV2ourxkV7JTv2rlzJyIilPvf9DocOQXFCNcosdA2/xY2XFDeEL7cxs90rLmDrWPPq61SzktU/A1Vr8VtysHpdwdbZPcvVcRj5pzYWHhuXbZFEp7R4jpfHcjDbTUjAZgbJEPu6I3n11mfy2nkOGi6b6MijDU5vVjxvjfftawZ371HT82a01oW7TiH8QkHcXfrGpj7cFvNdc6nZQMJ67H7ShH+eLUPXtsg/m4ygeDwCgCEUiTCsWS+jkVUrQXgrOw1eyU58F4lbzj2NrbKRmigLyqFBWLG9niLeeaS/n17Cw9Wae8/n+zJQ/Isc0K8/MJiTI8/gpf7NsLoBMv9QU5rn/t28xmsunAZgLFcC+M3C+v9/ERndNMZ0ZYIo6B7Fctu79ZD99qemJhosY1CJJg54/TJGYPg7+uDXr04/t5/UTNnjOTD0b1N2dKPs1PYvdIy98HUkXdovznB+vFrzcH0IHwQ2xMA8MXx/wAIHbi5RcLfoG1OAT7YJZQIqlK1KmJjtY89NSESRLgn/OTOWogRk65WDD6DtJwi1K1TG8E7z5rm/ANAbmg0mlsts2Q+ZuvF1EFUUMnnwGtxxbEXC2Cqne+J22T8fLwr7zjWnktCtdoxiI3VTuxlfp/wP+cc9cYL82qzWAgG9OgJJGjfB9n6fhPpvvFQPqY8qrOfOkCYirfDYvnCxzqhZ+MqGFFUjPcTjuHZ2IZoJ5taeD1XefKqHBagqNjy5YE8xD1iLGmnKzjaJf8QAPdXibdtJ4BGjLF6jLEACNv5t70fIoU3yENsH+5cR291bDqZqmgQq0nhFQDwwqrr+G63cLLztxGyee5WATYl2xdiJ5+v9Vp394S1MMbwwX2tNMOTesrqwzk7HLZh1TD4+DBEhQTgvfta2WwQGzVLvAg2rRauWB5TORTVI4PQqV5FxXxXtRCDtZvtIQ+dseX0tUxFkh2tjhe90G8tnHO31EjV2z/mPtzGZd/p58M0G8QAMLCRsgHdsWYIwgz2nhNgw7hYvH9fKwBA7ybKOpEfiMvlrGWw9HZSqFqz6sY7/Q5esD9EWK90i5xWyTg5aQRPThp5kJy6lqkb0v7rTiF0UmsOpORWjn6iq2xZ8sCHf1Vm6R7xuzliQyvawJpbJayx6s3qVAoxzUn8XFXi5cke9fDf+D44MnWAadnx6QMxoktdbBzX2+rn/rbzHBb+dxYjvlXe3K4d2xOLn7ZepiYjtwDTlh/BjuQ0zdf1OkoAGJo//+KivRbLNp+8hmnLjxgOCV22TzkWIk19Y4zhnjY1kTxriEWHlUSeJ+bJHvU113EmacbZsLbmmX47zlj+biOD/U33JH/tu4jP/rXMg7vi4CXExMXjyEVzyp9r4rSLRpUC0VRWhUSavufrw/DjAzH45cEY02v2FL2wMguwTNv8pvIYG9BCGLzqaUdNZMaYKUT/zU05+GW7ZYTLiemDdN+vTl7rjmlIemHbhcVSdR0fTBzS3GYeGHUJU08zmmjrIGPsgOzfQcbYVQgdLu+6dhPtxzkvhDAPehWAowAWc86tj9lrCBdH+V6RTWwPMNiLbo+SlOyxJT3PMzcG93eorVlLtlOMeW6Xem6Lo0IdaAQ3qGK77q3WDW69yqGaFywAaFsnCnUrhRgecXGm65l5poRFfT7agH/2X8Smk0K/lV7YmTWNqprnsuvNBbdVf+5gyi1T7brrBuZDhuv8PX19PHPVVR+f7kpaVVbUrRRqqp+srlN7f4faSJ41BK1ldbl3aczzLy1+/C8ZAHD0kn7+SfUcR2v6N9eey/jLdutTYfSOSVsJtTLzCrH8wEXkFxaj1dur0PejDfhjzwX8sDXZolxImKwTqflbCYiJi1fUdQeEJF4A8M3IDhbflS1LDJmWo79dhXbWI/zz8E271i9tpPIuksbR4ageGaxoxAX6+WLa0JaoUykEg2/TTzw5eZlwW3REtr/WrhiMhlXD0aleRUWDUX3j3XXmv1a38+7Wzs9h8sxPe/Dt5jOG5tJyzrHwP/Nxcmcr/RJ08qoSEnknsr2RK+/cbXse+OQ7lQVRpHaM/P6ovs79iby85IerLcOnnxPrQ3+z2Ry+2zGmIgDgQdU8+xn9a+DpTpURFeSL8EBfVAox70c+Vu5NB32vjNG3ljC2LKtVQTmSflutSCTPGoI2GnOVrZEnF9UqzWQtmlSahztn7QlsOnkNf+5RdgapO0jscejCLcxdZ9nx8rpODorG0eGay0sLo3vxEgB/yP4tBvAWgJac869dtG0O4Zyv4Jw35pw34JzPKMln5BSYb15a1BAaRlVkJZbczUhSo2PXcnHnwlOYs8Uc7lklzHPx+RJ5wyK/0LFeLM45ur9nviCHlrDsEQCMN1DiRyspkLWb3qd61McGGz309pg2tKXi+W879efJtZ++Fj3eX6+4KZZGWuSNdKMnbHnSD72aq1rlIiSZeYWKGpHtp1sP0QOAR2+vCwAY3laZG8/XBZ1HRrWpbp6LeeBy2ciS7E5dG1TGa3c0xtt3ad8surrUlrtEi5ULHulcR5EgSToei4o5WugkCAwP9MN3o4VQwSG3VUdYoB++GtEeL/VpiHEDmmD3JHNIWYGNhmJWvvnatWNCX9NjrbI2bWpHKbLwv/DLXjSetBLpucJnvP77fkz5+7CpXMimk9cw9rd92JJ03fQeKSvvf6fNywAgU/yMapGWSQf/OWZshNzeanS/Hii9nSpGyCOh/nyuK+7TyfIuGdrGcI5RAMDvT3fVXN7sLeW+k6Hq3Bk3oImpES0lqCopeYczY5bX4FcMZOCVGoaSz1Qj7HLjBzXDtvF9dV8HLOurW9O1ge2kVY93r6d4Xl8cTMgv4lh/7Cr+2ntBsz4xAMy8V5m9WG9kUN44Wn1EaHQ1r6o8FquF+2N4iyjN9+udZdJzixRZ9leNaWi1AV1WTRzsmuuWOkmiZHg74Vh+QrXv7Dl3A4cv3sKctScx4tsdmpnJB8/dhKsZxpJY5RYU4VZ2ASb9dRB3froZs9ecwLHL+ve8h94xR6lUj7Q89ndM7ItJQ4z/rjJyPVdKz2id4ndU/6Zxzr/knJetApMqPRqZwx/8fX0semjV1DtquzpRTt0eea3ajWcy8fFmy2LYLy9Psbhhqhnh+bIUI2+vi0pBwknT0ZHiCUsPIeWGeQ5TiAMjxdE2ym8ByvrLkhvZ+gdtkJPDptWNwTf/OIh3Vxw1PU84dBlJVzPxg+xEWl9W923RDqERLS83NKprXUPfLQ9lvqxTH/Xz9ad0369VsslWeY5izhHo52PRk+7Ja+4Lt5vPBdkF5S9DsqN8fRhe7NtIUd5E7vYGlfDtKMvRRG91Pi1bszc/4bAwvaFFjQg8IqvHPHuNMJpjrR7jwXcGoLdYxeDz/7XDoXcGgDGGsf2b4PneDU3hswDwwSr9aQ+FRcXYLEaHjBvQBFVtnOP8fJjFDbo1I77dYSpHp1YlXHmtWSaO6IWLGXnPzDSXwzM6AJxhMOppz8Vsj0VIuRNjDJ890harX+2JdnUq2Iw069+iGpJmDEKDKqE2KzMA2h0YalqNsOd7C7kpTkwfhE1vKDuFf3y8k+bnjPluB+753DJZpXwKxb63+uPNgdp5XKyRTzVSb48WWz/3BDsaQI2iw00VK9TubVcLeydbzvH8elQHBPj6ID2nAGO+36lo+PdoVFnRaFfnKrlp5X5EItVFticbsdbfmXOO+xdpd5CXVete62V6/OtTXUyPn7Sjo8QWrfKgarMfaIPkWUMwTnU8nLqWiSFzN+u8y6zTjHVYsjvFZnTfg1/9h9ZTVytKuQ2cs0lz3RPTByEs0A8dxWhQrUi6quFBeKJHfUU1HmuGfbHV9kouUj7jHQySl17ad/6mzVqxT8jmnXw1oj3+fK6bxTpLn9PuhTUiT3YXMSPxMhJOpmNtUrrVeR/T+umHDLlTeJA/XmgrHBCONoqlRp4k2IFG6G2ysE3Jq/0aK56H2BiJnnJXc1PtQAAIdHIYkVav+/yN5rCoZ37ajX6zN2DK39ozBBKPC1EDXOz3jdJpmKhl5hUiVxZu+ZfOjbBeSKZeTeT209doLpd8teE08gqLEaz6vXuyJ9pW/WLiuL7NzKHCry3ejxUHL1lZ2/1y8ovw9/6LiImLR4/315tGTuWk8kq9m1RVRGZ8tj4JS/emWKzvCL3RoY/WnMCz4iiZNDrUSzW/7aKsvvvzfRqaGjS2yBMmatl4QpliRCpFI01FKslUoatZtsPNcwuKMX7VRdz/i/lmfVJv/bDh0u7OVjXsClP08/VBgyphyMorBOccN7Lyse7oFYv1XuxjuR9ohb5b6xQO8PMx/Z3nPtwWjAGtakZZrNd15jqsP34N+8/ftNpQCwv0c2iKWVSIP2pXtJYsykyvISsZdXtdxA1qirhBTbH8Re3STpJ6lUPxWDdzZ9PCxzphxrCW+OiB1qggzrOUIkMAISTa35dpjhL++Hhnq412rdKSeuTh0XoaVRLu1bRmTC07WrIyaaVZXdn+065OBQxpVR1rx/Z06nfIR1vV3lA1ggP9lPdG1gYm1F7/fT/ibVxb96do/421yvpJYd2/P9NVd36+RN3wf6RzHUyTRVRJn2VvmUJnokaxDfIkSzuTrZ94oiPMvSDSZHu1tnVKXjcxVbw5SJXdJHyw6Sqs3a93qm17zqy7SA0LZ84pbl07qkRzPHdM6IsN42I1XwsOUB4WWuEgcg91rIOBLc1/b2ePFPdsXEUxt1diT41CwHyiWfRkF8Q21k++dvpaJhZsPoOWU1bh7HVzqLA6XE6iV49ZXtxeTi8HBOdcMScxyN8X+6eYa0B6aEoxAPsSjhDH/bEnxSL80ZN2JqfhyYW78JJG8h+5w+K8rchgoREob2S8+pt+HeC1Y3vpviYnPx70GhLzEs03SOP6CzdTnetXVKxzQHbT07tJVYQG+uFrjcaPvT7RmHsGmEeKAaBupH2RPUaOvaPXLKNYutbxnmufNwgN9MOxyxmoN34F2k5bg8d/2GWxzv3ta1ss6y6LkFss1jruN1soVSSF/L5/r2XCPECYV3xm5hBEhvib8rFI91QXZZFHLy7SPtbjX+que32/dMtYxutlz1sOTuipVzkUvRpX0a0N/c49LfFMrwZ4plcDtKypX4dWElNZaEzFNqmCno2r4H+dlRFasWLiQSnnQkkb/9Lc/ez8QouOK3XdVyP3S1JklNaUvZXHlWG06jnKZZHUwXlPmxoI8PPB54+0UyTOdQZ/Xx+LzvdpQ1ti47jemhVC1o7tiQ42Ij/UU+8k1hIgWhtFPineQ9oaINQzSHafvDWuD965uwVG3B5jSnj3u43kfu5AjWIbbGXwlGOM4ctH22PNq9Z7kKSw6tuigwz1Zj/dSbgovbRcGGmYsk7Zy6M352rZCNdnTLSHdHOTb2fiFGtKOoJXNSIIdStp3zRVDDV3brw5sKnmOk1kvfTSiKY0t9mRkWs9K17uYbHs5+1nceqa8R61FQeFcLKwQD9UCA0wbe/aI8oRg7s/24KpqtqJcu/f1wrbxvc1haQt2HJGMxGDNakaCbfmrD2J1lNXK5ZJjQvAs3OKKblW2ZCVV4itp4wVTHj0m+1oO3U1cvKLcP+X/2FzkuX7bmabpwLIR26l6BJrc/f7Nq2KtWN7Yfekfmio0emlRX482JpXLF9fPmJ19noWKodZTqm5QyeplzXyjMdq8sRM8qirJ9oof9bxvczfu2pMQ6wa0xDLHjVfuw5ftT0P7pf9lh3WdMwq2Yp4AoAaUZYdnPJO3jeWHEBxMTdNgbmjRTSSZw3BAx0tG9NqJ2YMQvKsIZqNSenapNaihn7Dc9MJY8ex3nVezw+PdcLI22Pseo8eKVx9lM7nMcZw8O3+phFqI1nltYxdLHS4TfrrkMVr987banc2Yum+St7xtv18Ft7feAU3cpTbWCXU8zlr3OHA2/3xkViRxlXUZcpGdKmLOpW0oxwaVg3HIlkot5YRXeris0faIm6Q8j7W2t7Q68P1uq/lFBThfFo2XvhF6ByuZmD6odykO5vj9f6Nsf71WNSIClZcFwBhkEuy6rDxSiv2ePvvwxg4Z6Pu69QodrKBLauhkY2wpjAxlOyB2yqgR4ztm6HDV5Q9oknXbWfwBYAgA3MU3EnanNN2NOTU1KG6cx5s48AWaZMneNJLriGdjH5/xtyzJZUrcvZIMSDcVC4YrRzJ2XY6Da8t1h99kntt8X7THEgpHDtLvGn9cdtZZOYV4pBYGsbWhfn2+pVQLTJIESYuzZmUaF2E5SUKtMru6I0ySVyRpd0oeedLWIB3HVdl2fID9kVD2NJiyio88vV2Q5k4Nyel4kZ2ganEhJZ02Q2iNPoaEWQO95SHhMtNGNwU34zqgIZVwxRzhY14oIOQWKnAynZJgsRjVH5OGjhnkylXQFwn5U3Nw7J50JJ+zari2LSBmp8fEuCnmGMnTwL12Pc7Nd/TtHIApvQROoPjekWbQjXV2z2jvzD1J95AQi51B8HXw/RLJ5ZXhwyU/jJSMWHSMnPDq7kdpccktjo3957TjshLnjUEp98djHn/ExJmpWVbz00R5O9jkefF3VrUiMTJGYNMuQK0hAf5W71nqKvTKFLPz4yJi7fIOgwAKTdyFDlYjJDu1eTh09P+vYR1pzJwK8+8cFLvahjSxP59oDSKCPJ3eUWR9+5thQea+OPBDrXxxf/0E8NJrDUqb68vJHu7s1UNPNOrAVbKBlYm/3UIV9NzNe/Tzqfp7ysfJBxHj/fXY6049aIkHY8v9GmEehoVatSe/nG33Z9txPdbk60OdtLdnQ3Oqnkr11BMpx8VbKzxNLiJ7TAduR/vr4vfHvbsxUBLkDhUPGetfaOKclmyRCpJMwYZnitkD3n5Bb2DvmJoAJJnDTGVOQDMN2ZBLipN0KdptOLEBkC3LnZksD++H9PRFN72xx7zfEZ14zLI3wctp6zCnZ9uxoSlB21uh3QiVs9rkft9t/n7mlePwNqxvfDDGPP8Kb2smlqk0DJPDvzI+5cCKJbaZdTz9KQeaWcbPHeT1Z5o+QjJ17L5+2ryGrqfivVC39CJLpFsG98XT/VsUOJOHmn0rMBGvfem1cI1O2hzCopwRcxCqu43nTn8Nov1vxnVUfOmXZp+0qV+JdNcMqlDjXNukYlarmvdMKwa0xC964crSjvJNaokHPd6mXHl0lSjVzUijOVNKE/05gl+PbIDzswcrEiCpiY/98prqJak7NJTGuWPAHM4tLUkOz4+zNS5Omulfp7XmLh4RWJST1I3XOyxYHQH3fDvdQanXADmMGijhTqk/B0fbjZHkWn9HD1iwspl1mlXqRYZhMH1AvDefa0w+Db78wF9P7ojlr/YHQsf62QxityseoSic7PTu+tQb7x+4kdJ/+bR2DFRSPKmPqdPuau51lsc8tUIc34eWyUE7SWVK7XG4bt3xthIxliMo5/jrRxJjKUnblBTTOoehcaVjYUeGLnAx0SZw+EiAn0RFeT80UpHRQSaT572ZECUk2p8+jBjvdqe4IrwaYlWzWS1tWN7Yf+U/ohtUhWBBrZFXh9Pq2h8dVWCDykbtzppgnyu+BtLDpgex7/UHQ2rhoExho8fNBZ+JM+SKl10PXnxlXeOeFsERlmiFVq57fR1vPDLHosauI6y1hN9IOWm6fHcf5N014uVJdtae1SoBhARrDxf/ytmLr2/fS10qFvBUHZfa6T5YDc15oXJQ5YTXtGfxiONlGv13z3cqQ6aV4/Ajol9FXOY1cKD9K9L8vwDY7rF6K4HAJFBvlj8cD2sHK0suyP1PdmKEs/KL8aVTGWjmBLjGXdH82gwxqx20nysE5FVko4deY1dOXVVAr2pS6GygQqtxD/yZd/olBH0dowBia/Hok/TaIva7pLIEH/MfkD/eiqV72lQJdR0vD/W2tg8WKmzL09WPjPQj44pb7R38h2YP6I9zswcjAqhAWhZM1IRlSen1bkpz5OhNXI89+G2unljSjLlxpY7ZNFVV9ONRcUasf7YVfR4Xz80XOKMu7vvARxmjE12wmd5HXlPuzp8taQC/HzQOtp4maRMVZmJbnUtQw9e6mo+CAJKwcnLWmkSa6SRCGs1Bz3NFeHTcvK6o1rkjdXO9SrqrqcXEqmuxa0+8Uk9xgGqTgkpy7XczOG3KW6cujfUPlmrdYixTCDhLdmn6X7btZJnDVFc1B+avw3LD1zC54n6jVMAOH45Q1FCzBEf60SzDGtbE8mzhuCVfo1036vuNKlfJQzJs4bgg/tbY8mzjney/rTtLABgmUY2+G826Y9qy4/3rzcJjQV/jZ155vDbsOLlHqgaHqSc0y+uW0Ns1Ot1/sXExWORrHPtlb6NNdeTiwzytTi+pe/7aof1uaOrTipD4anPSps6yggQOmqMuM1AUqmSqhklTOdZcfCS4viVJy7VoxVCfeGmfaHC3ujwOwMQYyDEdFBL7dHEHRP74sP7hAZz94aVTZnGb+YaOz+GaQwpU0eTd6oQGoD+LaqVOPLo7/0XTR2t8gi/oW1q4M2BTa3ez7piSps8UlMr0VtJjdGZzmPx/U74rnoA7gTg3FRsXkT6uzes4pkfsX5F5cUht6AYTasol1UI9sO7/WvgrqaRZTqcRcp6py7X402M1JtzRNWIIKsXKPn3j+oao7ue3snuWoa5d25Ai2i8paoX7C8O4fiotkEaQZYXXm+nyrZuLdlLBVmpqEBZg9uTWacl8ohpujdwPa1cAfOthDGn3MjGgDkbMc1KgjgtX26wLGURExePjTrlxCYOEWqV3t9BP7FQ8xqunWP39t1CZtyOGh1eH6nm9stpHe/2zPTYPakf3rqzOda9FovVr/a0eg6eKQtt1atNbYvRWQryRnNkkC8+v9t20qfyqGm1cPRuouyU/MBg4qD6VcJMIZSmZQYabXo+eagNAKGxPaSV0LA7fS0L2fnmEf9hstweejrNWGexbONJ8/4Q/5L1skneRrquhwQYm7YXHOCrWYO5angQfHwYKocFoLCYo5f4d+9Sy1j+gspi8qwutc3T064ZKI1GSqfXFu8DAPwsdrh2jKmAOQ+1xbOxDay8y3XubSd01mlFgpTE5+utd6jLOXy7yTk/yzlfzzl/w9HP8lbSyJi/h0ZgfX0YBjWOQEVxDvLuizlIzy3GhFjzCJ6fD9C+ZogplX5pUFhUbPfITp64vqsbnhMGN0W/ZvrJMaxxR0IoazXt5HN91QkN7ClPAQBfjegAP18fdJdlRdSbZ10oxjnKS8I0qabsSJI3ik9eUSY7kNe+bKgxF7LYzgyazqT4m5bhTidvUTE0QLfMi+Sdfw4jJi4eX244he7vCWFRP4oXdS1a85NmrTyG67JM6Nc1sqLLScltpNEtQChhIf/sWhWcn+dArob43VoZ3CVGSzzZcxqNCgnAY93rITjAV7NG7mKNchpadW+NKkkSl8UP10NMBfsSl5UXjDF8N6ZTid+vDqF8rX8TnTVt69FIuE95okc9PC+Wm1l56LJpxOredrWsXkel6CV/jZ6TzFyh8ebnw6xmr/ZGe966A/vf0p+yoEVKnKklNTMfP28/h993CSOA9uTDqF8xwOrfILaesYz5xLtI92CjZQMm0tSfc+KcW61waVt1uZ1JKt2UU8LST2ofrDpueF2bl0TG2P2MsZ8ZY4sZY085tGWllDRq5UjCBEcF+zPkFhab5uJezChQjAiXxtCWhhNXovGklXbNLzY3il07UvxUzwb4ZlRH2yvKPBvbwGVJttSshbQEqrZBnpGwtZUSMdbIU/r76QzdPrlwF37cdhZfJFqOvknkF9mjsgyAUv1LyV2tzGFhUlvY0xEQX94jjEDd1zLKo9tRXtgq8/LdlmQA1hPuADB1vH2rM7+w/fS1pscrD+kn3zr4tvbN6qyEY/jxP/3GuLPdEENGrdU91ivx9Jyq518rfLqktDKKquuy2qMUXtJKhc8eaQvAPOfUHkenDsSkIc3wx7O3m0Z4S0JKVHlPm5qKSIKp/wiRHlE2ogs+F6dPaZUley9BOB8sL2WjxICQ4djeyAojnfBSObkwf+MHlZ8PQ2ERR15hMRbsFhIsNasSiPnD6mD5yAYYH2u7nCjxPlve7IMfH+9kEQEImAcmpGgkOXm+jwZVQpE0Y5DLtlGKQpKS5f2+6zw6yK7TWtKy8tFscoJpqkBJWb2DZ4w9CeA3AB0ANAEwjzE206FvLIWKxLtyV49OWhPk54OcAq6o8Xsz19yLUloaxfM00szbM784T+w58uTfQs+bA5vi2DTXnSjU1r1mHg2S9xarO28a6iQ2AazPFZMXhm9ZMxIfP9gaDaqEWr1ZnaxRJ1GPPMHD8gPK2tvyC73UKPb0AG29ioFIGN0AAxqVjxIU3qzAYFjVjjNpaDxpJWLi4nE21XrmyZkrjmrW+ZToJZaav/E0pscfNbQ9zuBIve572igbQs7sw1PnIgBsN26sMXKzL48eqR1JGaeNuLNVDfz6VBfMGGqZadyW4ABfPNGjPtrX1c9V4Yh1x4QRK1thkwGy679eDV5rieDKqyA7oh1PpuZh54VsvL/xCn47IJTJalY1GHWjAjRH6EnpUCE0AD0aVYGPD1NMidiaZJ52oHUuB4SO4Z+f6Iw1r/ZyaaJbaXBp3/kbOHklA+OWHEBqZh62JOnnl2g3bQ1yCorw+A+7FMv3yyq0tK5lO3LE1k/1EoAZnPMmnPPWAB4H8ILNTy1j3rqzOYL8fQzP83CFYH8fcACZ+eaLRaGsgVySUDNPUM9DlSRdNVa7+KKYRMNdI7LeTJ7Fc+lz5rBo9a+4cbR+o1gvwycAfP+YMtRuWNtaWPdarOJmNeGVHniyh3b5r+PTtRN5vdrPMvGOfA6nPCU/APRvIYTKRXjBTY4nayUT4IQYcq835xdQhknH/WnOgv6bGI3QoEoo9r11h+I9xcUcX2nMWe7WsJLu94wbYBk+Gh7k+mtE1wbCNqmzOl80kGCoRpQqk7yTT6NHpw5EU9mUCUeTDnavG4rq4fq/05Op5hDyjwYbSxpFhDJa3pSXo5cqW646g7s1+bIG9NX0XNNj+RSHsq5N7SjFFCc99ly/pLvLzWfN5RPXJtmu705KD3l/0iPfbLe5fniQP7o1rKx7H+88wue/u+IY7vh4o2np5Vu5em/Q9eFqc+i0ejqfFluXxPoAvpM9/xFAIGOsXMVNPNSpDo5NG+TRhqfUw5cuy0SdI5uP64UDp5rq6NQV7jd7g6H3vy2GVzkxKV2pljxrCJJnDUGV8EDEisk01Be+x7oLjdane1rWh5TfGMmzTPdtWtVQje6m1SIsRp8keiHukcH6n/vbU10woIXy9DJxcDPsmNi3xAl7SNlx9JJwU6buDZZbvt8cdaBVD/ulvo0QFRKA53ubQ4nVodVv39Ucvz7VBbGNhbwCfZta5hdQhyIDwPcOzNk0ys/XB4wB4arj83qmZSZeNXUUibOvacEBvvhVrI+plSzNXmGBvoqyMGpShNQbPaMR6YVlCIkx6pFHexq02bJ7ovM3Sn/m6ZL46/lu+OmJzi7/nvQ876j9TJyjUqhlFZyKGsvcTa/v5oZGtnlbtp9JAwAMua06Jgxuhqd61sdJK6HftppSwQBMQ3ic8yIAeQBcm0mEWAgWW70ZYsj0gEbhivk0pSV82pFwOrlQAw228ubLR9vjv/F9LJb7+/ogedYQjB/czOI1+cnnPVlio3mPtrdYV4+9CbCiI8yjVerQt1oanSZ+vj66dfJI2XZs2kCMvaOxKaLh5V/3KV4f2qYGAOClPg3RXKzh/dayQ5iw9CBGfKvd8313a+E94waYoyR2n72hWOeRznXRpX4ljLi9Lp7v3QCfa0z7YIwpkpUAyvraruTv44MCVc+gVKpJL3IDcM91IipEmC861ED2YFuC/BhyrTSKc8WO4cigUtIrTDRl5ikzGz9gJbu75CmxkzdLlrFamk9cXjWqGqaI1CDEGj9fH4SqIkbU9cI9oYJObW69aUo7xIavllpiB9vAltUQFRKACYObWc0PZaRl8QxjTB7b6gfgccbYdWkB53y2gc8hDpDChaWeujbVQ3Ajx3wxKC3h0yH+zmnMlqfQKKOC/H1RPdK+34sUgt++bgVUDA1A02rhGNSyumLOli32ZhAf2NI8EpxfVKwYUS4dezFxlyB/X7zUt5FivpPcnIfaYs5DQuKgfs2jcfdnW5CVX4RfZHVy1bRCCBMOKxNsSft/kL+vovGsJk8S+IcTahAblV9UjHmJpzAv8RTmPtwWd7euYQoPH95OP4y4tFwnJEF+PsgtLAbn3PR3S76Rh5mJV/Dh4Jr4eZ9wM2RtNJl4v22nzTe1vzzR2VB4ZutaUQCAWzkFqCX2RRWLx+OC0R2cvo2lwRqDWedLanQ718wlJ57zeI/6mLvupOl5VZ35xO6klbRRz44zaXjgq/90Xz+dKkSLySMhrbF153sOwBgAL8r+XQbwiOx5uZtj7AlSKv3zt4ReHH9fhqHNozy4RSXjTfOYCNC2ThSGt62JD8V6lQmv9MTL/RrZ9RktNZJ1vTtMP4kLYwwv9xW+Y4msWDxgLjdDiFx6ru0ama3Em2RHBPr5YMpdllk59aySNaaNJPFwhU9lNzQAEGxlHi9jrERZhz0lyI+hmAPyfref9t1A8s187L6Qjd0XhXDZrHwK6ywLhrWtiS719efxy0nt5iFzN5uWDb5NyIjdvg413lyhPyWZLHNeVd3v3dmqhoe2RClCJz/HJ2uV17vMvALFc/W0IonR5LxW1+Kcx3DO69n4ZzlRkTjdsWvCBPOFe4UeVX8fBl8fhjpRno//t4e1rIWnrllPtmVP6SZijL+vD2Y/2Maunjk1rWQ67epGWX1PBTGMfuJS49mqSfk1QEy21rNxFc16w9bUr6K/b48fpBwFXju2F8Z00w8/VruaYU705MpsnNZk5wu/DykpmF7eBsnsB9qYchF4uyDxRkYKk84tLMamZOE6Ib8a2FN/lXif9+4VOlEnDWnmUBKfXPHcoC5LWN61qR2FV+zs7NYSTL/XMkcdOeVIqTVn2j9FuwTix2tPAADeTziGmLh4bDyhjCLLyCvElxtO4dXf9imWG00yR3t4KdGngTBPpGsd4QZPalzOHlwT84fV8dh22Uu+Y9avEmqqmQgAfT+ynmxrs5V07MS7NK1mvUc5p8A8stN15jpXbw4p5RhjqBoeiI0nrqHJpAQAQOUwYx2CXz3aHrMfECIh/n1NGV74eHdlA7iSwc+UHJ06ELUrBuObkZ4L17wgZp2uGRWMahFBbsgM6j6BYoJJaV7xkkM3Ta9dzijAQHHkqlPtknfqEc97sGMdHJs2EJXCjIdu9mpizli9+vBlFBZzvJ8gZJr1xpKNnvTX893wikbVB3sF21HSiZQe8ukG1SO9I3+LvK3wUp+GiteuZ+bhi8RTAIDvtyZbvHfWymNYuvcCLt2yP/GerTrFaYyxyrLncYyxKLu/hTgsUGwESzcJUqM4PNAXdUvZaLGkd5OquLNVDUwaYpkASksIhV6XGfKEKBdLkGaflD/yUVnA+txZuUbR4RjWtiaOTRuI+qqa3erRXXvL7gUH+GLTG33Qz+B8JWf5dpRlI7ygiMO/jN20qkeKL6abQ+W+35OG8EDhdbpZL/3sLd8lP1af+nE3zmeYO1qpdJ5r0O+1bOrTNBp/PNsV/ZpFe8WcYonUufXo7XUVyz9ac8LQ+yf/ZX8koq3utCjVOhMA0GQND/ART0b5Yo+5fykeDfjgvlZ4qU9DU+ii0V5dKXx6wmD9xDfE8wbfZrti23AnZKYl5Zt6lFdOPa+WMeZwzVxv0rdZNO5VdQoUFBXD36dsjZBJpQilRFrrTmUoXv9dHDmmm3Wy4JDns+aWJY0rmxtHsfXD8PcImilZlrWvWwHfjOrgsWlAWqQa5BFB/qgvm+J3/HKG5vrqUe61R6/a/Z32/vQuufIwxj5gjB1jjB1gjC2Vj0YzxsYzxpIYY8cZYwNkyweKy5IYY3Gy5fUYY9vF5b8xxkrnMKqKdM3PE7MFW5ub6+3u71AbY/s3MR188h33xBXtnR0APvs3CQDQro57yp4Q+20b3xdf/M92Oaf/dalrcx1CrIkI0i/vNvnO5tj31h1IslKPULL0OfdljXYmaR4mIGTgXX7gkinTZlkhVV3ILSxGnp1Z7knZN2NYS9Nj+UgxEThyn/jhIHPHdbc6YRSSTtxu3v/aoUPdCgj088E62dQndQlFydt3t3D4O71lL18DoCXnvBWAEwDGAwBjrDmAhwC0ADAQwBeMMV/GmC+AzwEMAtAcwMPiugDwHoCPOecNAdwA8LhbfxIXkU5t+WKjuCydn85eN9/IHb54C/M3ntJMqiXNKZaX8CHeIeGVHvj7hW6oZnA+ilY919JWLoa413ejOyqeB2kkfWkgJtVqX7cCokICDPV62xsy7S3kP1vrd1Z7cEtcR5o2lFtYjDM3aCSQKGVqZKWnSDKzrXF9sWFcbIneK28E14rU74AkxFUGtqyOJc92BWNM/Ke/boCfD/o7YRqTkabVM4yxsYyxsTDXKB4r/+foRnDOV3POpbPbNgBSXNg9AH7lnOdxzs8ASALQSfyXxDk/zTnPB/ArgHuYEEPVB8AS8f0/ABjq6PZ5A6m9kCIryVRWvD6gienxq7/tx7srjmHd0Su669tTQ5e4R9NqEXaXxIkKUV5oy9I+TZyvd9Oq+PmJzqbnWiGza8f2wt7Jd6BJtXDDnyudWxtWDbO+oheyllm7LJA6yhJOZJjmFRMiub2BZfmmmEpl+5iwR5XwQNR1wu+jXoUyEXBJSrkQ1RSop3uZQ/p/e6qL7jSavk2rGv4Oe+sUq2sUu6JO8WMAVoqPawI4L3stRVymt7wSgJuyBra0vPQT/9hpOULJgdI8p1itTe0oi2U5BcqyK+fTst20NcRd/FWjeNbqqxICAN0aVsauSf2wa1I/zdcZY6gQat8NXGku9DZ/hOeyXrtDaIBwjtiUnIkfxXKEADCyLaU2IUJt8k8eaqNYVsxL8xHtnWjOPvEG6oSWT3Svj0ri9d5apGGwHUl6rcaNcc5jDH+SDYyxtQC0MvBM5JwvE9eZCKAQwM/O+l4b2/QUgKcAIDo6GomJie74WgBAdnY20tLSbK8oyixQnugvX0xBdoB7T1RFRUUO/Y4yMzN139+7th/WnzeHQh0/dhSJN81FumfvNmcoPrBnJy6F0GhxaVdcoAyHnNDBzy3HoL3Hnpa8vDwkJyc7Z4MMcPTYI/qkuYjZ2Vml7nd8LVs5ejqmZYBdP4O1c7KrlOT4G1CHITokH4fEAKKg/JuK1115LNKx590iVc/55WNITD3ukW3xdiW99rnzWidXHo89T5yTS4shVTiWyZ4f3v0fCsT7yL17diMtydz47VjNFzsvC4Nrl65cNfw7dWgyFWOsLoAPOOcP2FqXc67dtW/+rNEA7gTQl3NTV98FALVlq9USl0Fn+XUAUYwxP3G0WL6+1jbNBzAfADp06MBjY2Nt/RhOs3PnTkREWK/lKpeeVwTgjOl5g5g6CHVziaL09HR07NjR9oo6EhMTofc77tKtCE0nJ5iexzRsgh2pWXiud0OEBfrh06NbIUwRB+4f3KfE20C8R/jO9bieK0QADGtbE/cPbuOW77X32NOSnJyMmJgY52yQAY4ee0Tf0UvpwJZNiAgLQ2xsT09vjl1yC4owbqP5vPnY4G6oXTHE8PutnZNdxd7jL9D3FMIjIlG9YiBwTGgVh1eoDEBI0Bjgy1x6LNKx5/32dMxHu2lrAACD+vX28NZ4L/uvfUJyU3de6+TK47HniXNyqbImHgDQpX5FxMbejoDNa4D8fHTu1BFNq0UACcLrQeEVgMtCHqLICpUQG2tsP3J0uC0KwL0OfgYYYwMBvAHgbs65PE72bwAPMcYCGWP1ADQCsAPATgCNxEzTARCScf0tNqbXA7hPfP8oQNGxUGqpx4TLUvg0APipfp6vN57GF4mnTBmnD1245YnNIi4kD3dZule374oQl2oSHY6Rt9fFvEdtZ033NuoyU2Wp7JTEz5ehsIijoMgcLRUoq0s8rod7a0QT7xMZTImgCClPvnpUmDqUmimMFDOxlbRjQl/MHH6bIumWOn+NNd6SdvMzAIEA1ohzF7Zxzp/hnB9mjC0GcARCWPXznPMiAGCMvQBgFQBfAAs454fFz3oTwK+MsekA9gL41r0/imuEBypvdvzKWFIi9XyAk1czAQALNp9B3KCmVI6DEOISPj4MU+9paXvFUsCeuVOlhZ8PQ0ExR76sIkGPmDA827kIgxpHUKkYAl8fhidvC8DIQd08vSmEEDeIVDV0M/OE6ZdVI4LwcKc6Yh4ioVloT6kmr2gUi+WT9F6bAWCGxvIVAFZoLD8NITt1meXLAJ8ylvhASreuzpEhFe+WHHi7vxu3irgSpUMhxLmCymAD0d8HKCqGYqTYhzEMbR7luY0iXqdbTX+7pg4Q274aWhs3c4psr0iIm9zXvhbqyo5zXx+GomJuUa6pdsUQfDuqAzrVq4jwoNI3UkzsUFRGWxMMthtKEXbs3MS7UZJQQpzLSF3m0qaYAynp+agp1kod0sSxfACEEGNiKgQCFTy9FYSYfXh/a8XzhzrWxs/bz6FCiGXVib7N7J9aY7VRzBj728b76epEnKbYRiOpanigezaEuEVhMYXEE+Ko0ABfZOWX3dGctJwipOUUoW11YXTg+S5VPLxFhBBCvMHkO5tjeLuaqFfZOfXJbXUrX7fx7wyAhU7ZEkJ0bEkSMsgNaqlV0YuUVi/2aeTpTSCk1GtaXeib/unxzh7eEtfKKigCg/V6lIQQQsqPIH9ftK/rvLr1tuoUj3HaNxFSQnF/HgAAHL+S4eEtIc70QIfaeGPJAU9vBiGlmlTBsCwm2ZJLyymiPASEEEJcpuxNQCrDGlUqn+HD59NyAAAnrmR6eEuIqzgr9IWQ8qaKOK2krGdhTjxN539CCCGuU7avomXMiLbOCxEojeypNUZKl7qVKGsoISXx/r2tMXP4bWhRg1J8EEIIISVFjeJSpLzNpPpmpFCcu744ijh5SHNPbg5xof7Nab44ISURGeKPhzvVAStjZfrUooJ80bxqkKc3gxBCSBlFJZlKkfKUq7djTAX4i+GAFUIDgNQstK0T5dmNIk43cXAznL+RjYc71fb0phBCvFhOYTEoxxYhhBBXoUZxKVJsq2ZRGfHBfa1wf4fa+Hx9EgBg99kbACjraFn0ZM/6nt4EQkgpkFfI4VPGR8MJIYR4DoVPlyI+YqOwZXTZDCFrLpYWkW58Ypso61H6+dDuSggh5cn4XtGmx9QvSgghxFVopLgU6VQrBKPaVcQ9zSI9vSku0aJGBI5cSoc0GFAxNEDxepA/NYoJIaQ8qR1pvg5Qo5gQQoirUKO4FPFhDI+0LrsZqF/u1wjZ+UXo30JIulQtQjkiXtYTyRBCCFEK8DOf9yl8mhBCiKtQo5h4jVoVQvD5/9qZnssbweMGNPHEJhFCCPGgAF95o9iDG0IIIaRMo3hU4tUigoR+m+d7N/TwlhBCCHG3QF8aKSaEEOJ6NFJMvNqOif1QzMtH1m1CCCFKAX7mvntfahMTQghxEWoUE68W5O/r6U0ghBDiIfKR4i3nsjy4JYQQQsoyCp8mhBBCiFei+vSEEELcgRrFhBBCCCGEEELKLWoUE0IIIYQQQggpt6hRTAghhBCvN6l3NU9vAiGEkDKKGsWEEEII8XpBfjS/mBBCiGt4VaOYMfYaY4wzxiqLzxljbC5jLIkxdoAx1k627ijG2Enx3yjZ8vaMsYPie+YyRoUNCSGEkNLOj5JuEUIIcRGvaRQzxmoD6A/gnGzxIACNxH9PAZgnrlsRwBQAnQF0AjCFMVZBfM88AE/K3jfQHdtPCCGEENc5di3X05tACCGkjPKaRjGAjwG8AYDLlt0DYCEXbAMQxRirDmAAgDWc8zTO+Q0AawAMFF+L4Jxv45xzAAsBDHXrT0EIIYQQpyss5rZXIoQQQkrAKxrFjLF7AFzgnO9XvVQTwHnZ8xRxmbXlKRrLCSGEEFKK+dBsKEIIIS7i564vYoytBaCVOnIigAkQQqfdijH2FISwbERHRyMxMdFt352dnY20tDS3fZ8zFBUVOfQ7yszMdOvvmBAtzjj28vLykJyc7JwNMsDRY48QLZ44J5fk+Av2A3IKgQb+t5CcnO6iLdNGx17pQPcXtpW2+87yeOzRfuxZbmsUc877aS1njN0GoB6A/WJOrFoA9jDGOgG4AKC2bPVa4rILAGJVyxPF5bU01tfbpvkA5gNAhw4deGxsrN6qTrdz505ERES47fucIT09HR07dizx+xMTE+HO3zEhWpxx7CUnJyMmJsY5G2SAo8ceIVo8cU4uyfFX5+B5HE/NQ906tVA93N9FW6aNjr3Sge4vbCtt953l8dij/dizPB4+zTk/yDmvyjmP4ZzHQAh5bsc5vwzgbwAjxSzUXQDc4pxfArAKQH/GWAUxwVZ/AKvE19IZY13ErNMjASzzyA9GCCGEEIdN6Vsdz3Sq7PYGMSGEkPLDbSPFJbQCwGAASQCyAYwBAM55GmNsGoCd4npTOedSTMhzAL4HEAxgpfiPEEIIIaVQpRA/DGsR5enNIIQQUoZ5XaNYHC2WHnMAz+ustwDAAo3luwC0dNX2EUIIIYQQQggpOzwePk0IIYQQQgghhHgKNYoJIYQQQgghhJRbTIhQJoyxawDOeno7yrjKAFI9vRGEOAHty6QsoP2YlBW0L5OygPZj96jLOa+iXkiNYuI2jLFdnPMOnt4OQhxF+zIpC2g/JmUF7cukLKD92LMofJoQQgghhBBCSLlFjWJCCCGEEEIIIeUWNYqJO8339AYQ4iS0L5OygPZjUlbQvkzKAtqPPYjmFBNCCCGEEEIIKbdopJgQQgghhBBCSLlFjWJSYowxX8bYXsbYcvF5H8bYHsbYIcbYD4wxP3H5OMbYPvHfIcZYEWOsosbnMcbYDMbYCcbYUcbYS+7+mUj55IJ9ua/4/n2Msc2MsYbu/plI+WPHfhzJGPuHMbafMXaYMTZG5/PaM8YOMsaSGGNzGWPMnT8PKb+cuS8zxkIYY/GMsWPiOrPc/fOQ8snZ52TZ5/7NGDvkjp+hPKFGMXHEywCOAgBjzAfADwAe4py3hFDzeRQAcM4/4Jy34Zy3ATAewAbOeZrG540GUBtAU855MwC/uvwnIETg7H15HoD/iev9AmCSy38CQgzuxwCeB3CEc94aQCyAjxhjARqfNw/AkwAaif8GunTrCTFz9r78Iee8KYC2ALoxxga5ePsJAZy/H4MxNhxApou3u1yiRjEpEcZYLQBDAHwjLqoEIJ9zfkJ8vgbAvRpvfRjAIp2PfRbAVM55MQBwzq86b4sJ0eaifZkDiBAfRwK46JytJUSbnfsxBxAujvyGAUgDUKj6vOoAIjjn27iQfGQhgKEu/SEIgfP3Zc55Nud8vfg4H8AeALVc+kOQcs/Z+7H4mWEAxgKY7sJNL7eoUUxKag6ANwAUi89TAfgxxqSi4/dBGPU1YYyFQBhp+EPnMxsAeJAxtosxtpIx1sjpW02IpTlw/r78BIAVjLEUACMAULgecbU5ML4ffwagGYTOmoMAXpY6I2VqAkiRPU8RlxHianPg3H3ZhDEWBeAuAOucvtWEKM2B8/fjaQA+ApDtom0u16hRTOzGGLsTwFXO+W5pmTiS8BCAjxljOwBkAChSvfUuAFt0wk0BIBBALue8A4CvASxw+sYTIuPCfflVAIM557UAfAdgttM3nhBRCfbjAQD2AagBoA2AzxhjESDEw1y5L4vzNxcBmMs5P+2qn4EQV+zHjLE2ABpwzpe6evvLKz9PbwAplboBuJsxNhhAEIAIxthPnPNHAfQAAMZYfwCNVe97CPrhpoAwEvGn+HgphMYEIa7k9H2ZMVYFQGvO+XZx0W8AElyx8YSI7N2PxwCYJd6kJTHGzgBoCmCH7DMvQBliWktcRogruWJflswHcJJzPsfFPwMhrtiPbwfQgTGWDKH9VpUxlsg5j3XHD1Qe0EgxsRvnfDznvBbnPAZC4+BfzvmjjLGqAMAYCwTwJoAvpfcwxiIB9AKwzMpH/wWgt/i4F4AT+qsS4jgX7cs3AEQyxqSL3R0QE20Q4gol2I/PAegrvhYNoAmA06rPvAQgnTHWRZznNhLWz9+EOMwV+7L42nQI+R1ecfXPQIiLzsnzOOc1xM/sDuAENYidixrFxJnGMcaOAjgA4B/O+b+y14YBWM05z5K/gTG2gjFWQ3w6C8C9jLGDAGZCmJdJiCeUeF/mnBdCyNj7B2NsP4Q5xePcteGEyOjtx9MAdBXPtesAvMk5TwUAxtg+2fufg5AkJgnAKQAr3bXhhKiUeF8WEx5NBNAcgFQqj+4viCc4ek4mLsSEkXpCCCGEEEIIIaT8oZFiQgghhBBCCCHlFjWKCSGEEEIIIYSUW9QoJoQQQgghhBBSblGjmBBCCCGEEEJIuUWNYkIIIYQQQggh5RY1igkhhJBSiDE2mjGW6entIIQQQko7KslECCGEeBnGmK2L8w8AngUQzjm/6oZNIoQQQsosP09vACGEEEIsVJc9vhPA16plOZzzHAA5bt0qQgghpAyi8GlCCCHEy3DOL0v/ANxUL+Oc31KHTzPG3maMHWKMjWKMJTPGshhj3zHGAhhjzzHGzjPGrjPGZjPGfGTvC2CMvccYS2GMZTPGdjLGBtizvYwxf8bYXMbYRcZYnvhds5z1+yCEEEJciUaKCSGEkLIjBsA9EEaXawL4A8II8yUA/QE0BbAYwBbxNQD4DkADAI8ASAEwGMA/jLGOnPP9Br/3JQDDADwEIBlALQBNHP5pCCGEEDegRjEhhBBSdvgCGMM5vwXgEGMsAUAvADU55/kAjjLGtgDoDeAPxlgDAA8DiOGcnxM/4zPGWD8ATwN4zuD31gVwAsAmLiQrOQdgq9N+KkIIIcSFqFFMCCGElB3nxAax5AqAE2KDWL6sqvi4HQAG4AhjTP45gQD+teN7vwewBsAJxthqACsArOScF9u3+YQQQoj7UaOYEEIIKTsKVM+5zjJf8bGP+LyjxnqGk3hxzvcwxmIADADQF0J27P2MsTuoYUwIIcTbUaOYEEIIKb/2QhgprsY5X+/IB3HOMwAsAbCEMfY9gG0AGkIIqyaEEEK8FjWKCSGEkHKKc36CMfYzgO8ZY68B2AOgIoBYAKc5538a+RzG2FgIybz2QRhxfgRAOoTEXYQQQohXo0YxIYQQUr6NATARwPsQskanAdgBwDRyzBhLBpDIOR+t8xkZAMYBaAQhHHsvgEGc82yXbTUhhBDiJExIEkkIIYQQYokxFgLgOoDHOOeLPL09hBBCiLP5eHoDCCGEEOLVegPYTg1iQgghZRWNFBNCCCGEEEIIKbdopJgQQgghhBBCSLlFjWJCCCGEEEIIIeUWNYoJIYQQQgghhJRb1CgmhBBCCCGEEFJuUaOYEEIIIYQQQki5RY1iQgghhBBCCCHlFjWKCSGEEEIIIYSUW/8HDBmzBCPDMp8AAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(16, 2))\n", "ax.plot(tml, ex_block[:, 1]) # plot 2nd channel\n", "for ev in aeps_ev_sel:\n", " ax.axvspan(ev[0], ev[0] + 0.05, alpha=0.3, color='gray')\n", "ax.grid()\n", "ax.set_xlim(offset, offset + duration)\n", "ax.set_xlabel('Time, s', fontsize=14)\n", "ax.set_ylabel('LFP, uv', fontsize=14)" ] }, { "cell_type": "markdown", "id": "f70aff7d", "metadata": {}, "source": [ "### Figure notes:\n", " \n", " Example 1 second of raw LFP recording (channel 2) of the SIT frequency discrimination session.\n", " Sound stimulations are highlighted in gray. \n", " Note very dynamic structure of AEP responses. Note that the AEP to the second pulse is almost absent." ] }, { "cell_type": "markdown", "id": "a153260e", "metadata": {}, "source": [ "## 1.2 AEP profiles for an example session" ] }, { "cell_type": "code", "execution_count": 128, "id": "ddbdc8ae", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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h51W7lzR4gp2mF1LGZ97jBczT9M2b16H384pAP4hbW8HG4iqav23Pe79k/dF71gr0Y4Qo24a3/4QORloU5vwfVX/z19fr9T22rk9ajf80cItNHuIOdzHnmAvExW8DL0qSsj4dYBeHBOwJg7/BPkfs8DCXOWKHA/Y4eHSP+cmMWwe74aVlBZM1GxePmG7N2bvtgF0O2eGYXQ4Txh8+my7oT5fRTD3qmlF4mNCoRT5F+/hq6h7BayYkzH/ShH+dRUDBektOApy0WnxDXafmM9mc0UoiLhKf0OSi0HNmNWud0XNmv9tnNpjHIxpaK9f9ygmNGu/gcglnARrqztpjCbmHpyUc3trM9Uvjo08myHPLODwB1Aty8wiaJsHWnCxMR9eb208lgdCbn5z2rudq0rWZBmA2Susdw8Rya8iOS82ShbHcyO85gWxMMJz0JQgVweJXwk3joyPFoS+YeMKGdSV5NK/EIEuCjIC3VjT+tj/hM7WyTFko8/nNLH4e7kPM+DTgCR9CH7z2NZSFxv5pjyE4E4y/IZhfp/TNpB9LsJPU6UE8FRDNm0JQf/wrfpaGms/9qf+JBTOus9+y37CBpizYv3ADLkC97xNWSzwBfv0r/iEbrPiin3p5Z+LXUf968X7fV7yVijV/66ee1TJaIfbSXg1qc2molw3Tk8DEOybfgvjs12LOJ/4un1tLYKmC+ZzVp33/i62+pSCOgEi4E2oatYHSI0Y5bST0NY7pkOnc0/RyUfT62U7muSaA3/Tknwfgez/wp7O4ClimoCP1PUJs67N1R6172Hcr7/7LJ38zAF/2ge/t9UlbKQKekx4hGjJrlwKrSoKXtbKNhdNodpbpeu1bhlyywuTayf3muWQsPvbdMdquxl+DJzBbl6Zt32rNtlxuj1lGq/emCCZaSASyjLNh0pXVNMCupX/zFT8MwIt/6muT+dN4ekKo7p/3jjdGdkzHxq54FhAr7FnNfwjOBONfI8eLtlvNVkvhO0B61EX+LmkhOSnNaiP6HPcjN1Y0VLybuzhih2tc5ni+w+HBLquTaI7bvHjM7t4hO/UR+xyyw1GruccTBnqRvevGIzSQxAFIubhhwufRjRMq1T//6N9ROwbqvGjT0ExqFltQL4MPvq5jAF+i6cs61z5++wzi6lNDKCkoNoHNZgU1XJDjgVvtjzO6eAB9LNADGxQY56lP6CNRqPGk5jFWiPi9H1Cn29Lfbz0a1tzTeG9CCGA450Ef99S60FB38QUSRHrEDofsojWOnDYJ9LRAwfdIacR2vDymPuS/9uqyEegBt7wQNlRWj5s+hy7PPBjSxPSnbrNkJZJ3PMtJvz5L+PtnyXOMP+zfADtt0KleW9pyhhKycjBGA7bMXVsUckcKNcOy7+bcDoKPdp16wpD+tOtpdeMjQBrVX5v2cspDTuCz71khXPrqjaU/7+nasHRFXIX62RCcCcY/ZcHVJNFfHywhPSSY2ktRtuAvrvAZ3hPz7S6HbHECVLyAN3fCADNYXJn2iI+ddM9vFU2S4Z0bXOo2l2bk2px/whYV8D7u7P2mffs9qbJupMOYI/MJvh6cRvvS4Ena3uYLn3nCmatXYMgN4LWny3iaRO59S2zD378NwJt5Qefrt9p8TjvIBSuWfOua4Arh9LTCpnsWxv9m23/JGCbrzRJwIa7bjmZvhWg9LtY8C34cgO1vyRQu79g9Ib97TNCOr7e2rGDmxULkfM25YDwrPJTWco5BW+1TCz5W45cy1vVn35O+DK13b/2XhKmmHUk7brIWwrs2FijFwwoJUDaF2zGVCLebit4PxQH0v+eS/aRCgV5/Ofqkx1H+trk3ci44KxiW4Eww/oYJB9yeXYShzLB5RAa2r4Okv+fNP4FoCuGQIL5rXOYmu1znEgfNHkc3tzm5udPVuzFp2N07pJ407NaHiSm/pumS8hy1Fg29BbcT//8ym1ZUCwzacpCaT2O9+riPHeuhMR4aaxvwJ/VaYi/Pc+6QfvvpxpHe1N0bqTYuzBfoAjC16VkgZx4M70smxh0nul8Y+78A4N/xol5fwRc2SuPoMTNbPjLYNJjLMl4fAuvf5TAhbhp024cmuEza6/ctNeFq61wqACyLxC3V8PLBah6RTd/3sw/m5sMbUz0WXjxKjsnEvvZx9gQcr/xYYbjEIHOWGA80XjYA2luTuXwHgk/KMPPg7f8Sbvpzpa6ryQnLWhDx56QvMAp4rh/9W+yDv6ZyOOn1r5POWYE0B2eC8W9zzN3Ei/uGFrj9zWopY6O303fk9w0e5CoLpjzEHRyxzcNc4XC+y9HNHW7d3IZJw8ak6YL5ZizY46A9GRAj9vWCqlh3QWEekZOFIvn3ddYo6ackABKcvexn1iqgrQV2bEP/tSbkaxKAkmrzWoQeT12nbdebg5yGpn/T70YiFOoVM+kORy6R1hBiJ6LfWHrTEOI47HqRc/GyRks+wbHm6dxYCFiNxLalweLzlhbfy1zLtluyimnchEl4DCLgEpKfLNrPsX0cGheP0Hoa65BP3Wp1+jcrLHjt2PgM+X3ILdIPRPQJfs637gnGftm+GdsKTHFM8laKIWHUG2e9RvUJI2nLg9TyFF1UOYFA7lGJZ5xmblyJ7pPGxyoa9ritHU87HvZ3ezrGGyPPumRhSEg7E4z/Fps8zGV30ZWOYQh4CyYXEJRb0A0TLn/+3YTjWjEzlfjU61nD9uyIZj+dVNHUhUBGBhIDXp74+Z/OBuvOAiAWAYns13n4P/Pzg3l2jwNEk5qqJS/va6befS8k6dGBfr21qAP/6GffA6jrZXYOcgTfKztURlsT/OC8fkQ90MvKZ4PpdN3hfT/wLzK4SPif8NlPYU3V+t2HtX1Pg/L6miPQod5x2qA3vhc/+9MAeDDJmp3XYKxwNuQPPS34+zMV1u1YjKUBue+R4KdCMUTiLRpiY/ov32tCAq3Q7s1eG16frAButVyP/oz1+6bCc9ly5zFGi78VhHJMql9/nq4echFIrQSalmqGL6ecSjERT/z8Z7b1xXsMrJXBW7+lPnoKY268Ynuh7mO23bVVkwaiW+HM4jUEZ+Ic/x33PHH9ivu+tkeYhwipbFwBT7K3WpNdCHHB7nYJXR7gTg7Z5f6PPIOTg114YBMOCAzzBLio/j3xFhtbC/YuHbBTx7z6eoHHBR8v25mxYJsjxfhTk7+Wb/XlPNo9IEcApb4pC2bNvIvuTyL7bQCf3uN2PWbS8qqBPj1MzKdXV/vbrTZGYbGVJggKqA5ZbKL5Xp7ljsJpQUG/r4lVCcYKoyUrS04gFfAChaQvVhvVl7HkhDNLrEqaj8cQxmiMXj89nCx+fRecL4h4gkSu7pw1w75TUgj6dY7T4nIMV2Ao2G1MW6W1NwbPnIBp6a3sEYgB0VJuSPD3GGrOYlGq6zRg6ykJNR5DHiNoD0X5e3XZuTnT5/hXbIRAOsragcCQ5GQ3sZbQdA7oNFhpzh4TdrnJLoccssvubYcc3bbNA095KgfX91i9/wJcJzD/D7WNvX+T1WSTD1+6wIe3gEu32Lx4zM7FI7ZnlmEfdTkCwqU78Qy54ClhIMFnFf4P0rNoHrFf+phfl1e6XlLXDZOZI/w07bNlZlG3TDa0kTff27lJNrFpo3RbYPjc6NqGcrpfzxpgbyDztHerVdUs2W4tQmLal2N9kqRHCw65RCtj4DREJR3L05vNvb6PbdvHJZ+nPrTXF861XzwfbdPHJecHLjHsklVA/z7Ux7TudJ14AWk5TS53DEz/Zhm9ZSS5te/1Z9hPnLYVZ8jXegFXAPaEDNk30ofS2vP6Hn+f9sYN0jgf3R9LywWX0Bf/+FwcA//oop1jDSVBcKrqtP3z3mmoVb/SzIsWzgTjF9ADI5AjAFZ61Bq2zussZWVhRgax16vrp1/8OgC+6I3fyIw5V3mQhpor9cPMr0xZXJklCzIVHOItTmKeF5P+L7z4+1mz4i++8Ys6PD0CV7PkH774/6FizXe/8ZldWa39h7b6fibIp/ocY8LTTD+Xkc6T2O1cdF/bz3qW9q/XbkH7/Viikr13vGuIvQ3tPQf4/id8JwDf9Ad/061Xl7cENcf6PMJYYhgahgTff/WEbwTgxX/wg9ky/yUao8bBCgVj3QRjgkxL3zWeHuQsHPqZ7kd8xyf+OYFS98eOV8mHDPlsciXhwqOHHn5efZ7rwTL+bdXukA9cz6vdY94Vw7l01iX46Rf/CAB/9o1f1cN/aGz0uGiB3ps/6OcB8Gie1G2PbY+1KAwJ9vGdMwA7HPMs3tn9PSRFWQI5FFRRClYRxjZnyvp43kWRLgl3sh+zwzWudG6Agxt73DqZws0tmKxhsoRJw22XDpjOFm3WvpiZr6bh4HgLWHMf91DTdGVSU38w158cr9sTADvMmLd9nLSR5iLgTLtxi26BNG9/LmVv7jx9iA0IYz0xt/dI3ED4ns8AaE31Op//vI4Z8WyQoJ2XHOPW5QQ8pmnnVt/Op7V5bS7PCRgLpty6FY7H3cdnd/UO4eNBScix4BGGMQwZoLkV5uoGl4rldL2yjkST8hi6h5eHf0loEbBBUkPt2LZyZnJb3lsfHoG3Y2FdIVOlklhNvQQ5vOz8B8HBN09bZp2+l2rEOVenrqeEl/5c4s9jyaUhOOiro+17TVvK9tPChIbFcQiMDsGj4SbG3Djp9wTG8AsrQKQXAvXXZW4e7IVTnqB6zvgVSHDfGBjjexNzuRAxO5Hh/b5JSYjR3byrm8iGkGBFjvYd7e9wzHaXRyCmdU0lwaipL7ifORVr7uAhamJwn/X3y/KsWHepfIXoSNnQp5ZAt/58iCZ1C5qHh+t3Q7m1Gr6loWGTJtYlMQI68G8+A2Z9M72AMPmUkXqaZTA7CtFLCbCY4mOuBW2BsGdnwztxjkNdOn2oZwqedHVKwhy5g0ETCDkXf9y6o8YwNoGUkUVzsR0PvYY8jU/jLOU9zU5DTrPNgTBFWduWIXr4eP20xFJDaf+muA9HteeYWq5vuWd6LVkTs7Rpb8PL9cv2zV/3qTVuyL9uy+r+y/MhM7n0xdLBsvXDx1njOCQAnSY42/avYdLezVdlmGj5mKD3TvxeFob0u/a7Zy3Q+PdPdeXXcg7OBONvqHmEvR4xGLNI9DNrmhkCvSgDY38zayrewvOZM+UGlzpN/4htjuc7zNsMfrOtBfWkYa8Ox/j22hv3BJ+gpUecKsL1vvr89aDmxiTxH4ofH9qFU0Ndy+U8qUYO5qY+872CTmPflAZ1AF7dfs7Mb20b4VMEhPApfvspt3plIRVCRNjIWQWkz2EcPKIdA460abEUm6C1eRsYZy9d0kdBf7Udc7FKeVqDbsMDj5CUrBu5wL3S+pa1sWoFlYd4Uk/X8Xz2+tm2s6+GtG+vX9A/0ugJTGIi9zQqDw9N8KWMuPAg1bY8xmfbl+eBYC+S3AfeO0PuGE/rHgI9PiV3gigBYp2R+mUMBeccA0vHst8/68+3AmWOQXs0OeLWF2JyAmsON42fHosoIOQFTRAXg5/4KI5TXlirTZ8gTX6Vm+PGGVOB4wE+dSYYP6y7DeOBtyAbdeROQEvnPqHzL0oRgj9lwYqafW5wxHbHaDvt/mTKyfXbYVlxchOYwIcv3gGTJY9/ysPs1Efshat82jS+QfKTO6WlrZBsRqLLZ4RLeqbMWLBmg3VbtmaJPiVgU/WKxp9cyTsnMHRRdk9Imb8HssrkHWH6k/hO1ZabgJuK1wYG6rmSOZRntoz+9MBuPF02zrlo9YteXV5kfAiunHWMQ2DqBDfJOX7JLjmkxekyc8PIPZeCPpe8SATDvsbgEShb7gPt38/hHaOIqjdOffGgP+ZpvXFPbRtCbJMNWQErjJM1v8d+esFhHmg6MUYQ9MBqwp7rYUhjL2meOeGnhId+T0zewuyj3zzOrV4vYg3Qz33Nv8buTQHJ0SC/T/EFNmvC13iXhGWpp6FO2lkQAr/lKK0FTyiTtjzhwvIBgZLpP3csUz69W1a966d1O94Y9Pt2hiAXaGWh7gbYh/humuhBftP1hM8w0U96ybPbEwYhC9y0ndQ7gAU3OLhtj6PbHg439d3Yo1nWIYf/csKHP7TPwWSPo0s7HNR7bLf5+2cseNxLPpcN1lzjSreI9Nn8wPjDlb1PfcldbLDiAe7sAgTl3H4vY1/dUNcN9ayhvpCm8rVuAC96PgeWuehN6wX7lcycdvzj2J/O71h67guG6e+CexS40qt2dUCj7ccdn/epQLDYyPtD/bP9THFPcfWsFkNBrn4cTCDQt3/e3V2cyGmE3ziW/T2irVk5SBlcZAJzYg5pPe+iYds6cpp0rn3LiNMx6SelGXP/QU5Q8gQDq2gI6GOjYlHygkCtJmrXR05b1r/r+0nSsfGPYuaEkzH7LZ5lFzadz6DotTWkdeu2Pv0lTwWC0J0KGXVvX1sB1eIh72ocSoF3pftgLK3Q6/3IuATtmHpjYuGMnON/0vov3Pd1veeWKWii4GUTGxpMKG9yXUY2q1yeImld5Uy4TLLEBVxUZ+p3OFbBfel1vDV+7m2d3Ed/SnmNZyTGNvNVepxOLAGQD8ZbT4LPvplsMJ9ZBpRG9edMgSXIRbtbJpSbCz0nGg8dlKm1ZpmzMF/b3bxp4ivPbd59SzxywkSJuHiExSM6OdOikFM7HkOBb/Z5Do/cyRfdz1LsQkmLKZXL4Z0KHHnhXPelBB+rmyIHHtGWz7IQ1oecgCzv+8GVy6S8dQF5KaZzgo3FodzvsqDuCZG5tWovkRLwrnT2YIywZ/HIHfWz/fN4ih1jb8xy62zMGtVwps/xn7DFu7nLNauM3VTg+4yGJsTTvuSGtBvsd7n6D9nl5qO73DzYDbbu5QQmS7b2DplMGvYv3Ohu6RMhwN4pLviIpr/DERdbq0DI1LfsNH83Yt8QBsskPBBf+qT9LxEAWl//DGC+ol6e0Ew2mE3myt++6GmBeozHEzrfPJ5jZlail2c6SQ1E/51ojlZL8jay5OXXl+x4x3283AD9PozLsJfrl6y5IZN0Tbg+Vkyi3lgK+FqX75PMaTD2d4Eh36RAjsGULCNDgVZe0NqQpaUUsOa/l9ILLxVtX4vMR5Xn6JiNL4JoGdEXkI1xic1YMKHp9kDJwqHXtq7PE7DsfIwVQq0ge8wONU23j0uCq6dg2DK5tSzlpZ7Q91nvd7uncwGddVLad+94d2ZoeiNt5hSgHJwJxj/hVpJXvGQm8jaAp0Xq5yUIAXihxR9/0eto2OC/vffvs2DKdfZZMOOYHRZNmMTNrQX1pF14k4btC8fdEgr1hXJTFkhu/be/6NuogOff+78kBKAmphGVC3xe86I3UgGvvvdzkEQ+QBJ4lKTsdZLy6Aj/6ItvH8xIAu6aif4ej/rNmjnLuu4S3XRlBpi59Et/6rJ5htA3NXsXpNhjQmMIY8QjJEHShEHAupl0cN+37b0OgL918E09oUIYtxYqBA/PSlAKBvRwn+P7wNP+pYTw3+59DQD//cEP9fZCToDT38cwtDHR2hq8fnrzeBpBakgTlDaE0VpBMhf9rtvXdXrj4wkrmrHYtNFj+jHGoqPbke96TiwdtPR021wB7LWj+6nn2TuuNtZ/7THNnCAK8Esv+m7WVHzeva/q1WtdLSVLiR2nnJUhCCh9AUPA5mDRmS9lHGyaZ2vR0bEZOTgTjH/KLe7gg0XiEAlDWdPVvpaSf9VG/4ajI+FSiH2uA7DPjVi2huWFmuZCGpxltTZImb8sxo32OJ8+5qe1eE967S/iKMF3zKtuN06tNupMaReNFgiaRCiYNO0RPynepFH6cAtqYNJPowtplj2Nn/3bi863DKcmxCUInkk9kzJTEbBxC0OBRgtH4z9WbgFh6BKYucsh2hIgvwct3GdCpVMcOQLp7YOSoGLLiXPwgNuzdaSCVj/gUMrYOZN5s6ZUi7/H3L3Yghx4/lVdt9VqUxx94X9I+MxB3qxr92veGuDFvgguQ+4zTQe0yyZlQOk6s4zaBlPquiF1G8Y2tWCz6PVJj42Hs/0cEuq8vv/7NqD57vZqbC3CeKdGLC3WYyL9s5ef5eZTnnl4SVtyxDfXj9NavgTOBOM/Zpt38qze85I2NLQJPRiqT55FLfswKSsm4qPWFRCvcY0MRECb+o/ZpmLNu7g7Cejr8usTL+k5YZuKFe/h6UksQI1/Ha+V5HvPayUV10vqWd+8nhIhXzON4xSPDFki15mYTZxBN+aZc/8lCMmI+pcOeccBBW9fC/IJrBBeT2tbMOOAvTayGO7jHhZtzIcWEvS8C+HUaZqTGAy1TkUTHRM3kRJ2X+OU8b+XFbDmubytR6w9Qm3dGLm9lj7zs/TZOsZYZzxCmcPT1uMJKxrnIbNwDoY0WD1XJdrkxeHYPuRgLE2zgpCnkUv4mQhsFs+SwKTbsvUuzG+niSEYEkgBbvLzAPw6n10UdtO97lsGREDyLDXWEmEtCHrcLNg+DylDY+b1TDB+SBnvmA0ln6cx7Xsap5act9rJlWNbMqFC4GuazpQr9VlzlUThT5Vp/uf4MBXwBbypbXOBDfCTd36JR6hY8wW8KRESwuLrn0XVGn0yViNy5QvDjJp7ORe9naPsXeXtn3XddHkAhghc8nutCMDMk7b7/kt9EY/1acrfOthPtCB7jl8+D9jjiJ1WsPvnsIYfe+9fhGUlFrwIW8DWGrbmbF08SlxAHtP3hFWrpdnx0Rq2R5S0ABgSDlVcG5EUyyNSubnKaW+e4DkG/HFoen9r/Jp2tSyJVyvrVXuamKASXiVrg2ibXhKptB5rbk9P3uRcKX0651suS4IilLPW2TZz41D62y+Tj6USXL2rq20/BM/Nlr4KTR4jpPTX0/hjmV79Gh/Pb186yZSboyFedSYY/xYn3MX9g4sY/AWvpShLhKCs5QgDOGSXY7ZomPCzfElI1dtc4ejmdji7f7OKSXC25N8ttvYOmW0t2J0FJq+vzxWC/FEeR8Wat/NsJoQrdyX6XzL03d5ew3uLzfbo3+WuHi0AaI1/xiIc5yOayacnIXmOMPp4vW7Utkvpc08rucc5SJlxqD8fKV+CMSZBG5jj3UyXCnohYFLG3CbqEcEhZGkMuRVEiPh9Gqjgs5/2Kwk+lkjIXFlLjO6PHlcvC6HF3RNybd3WZ6pdExpygW7y3dO8YJwWnnuWYyza5y7lbL+02VnDGOZiia/uU0mhsLQjjb7XmvzCPMtHjXvlSrEXlkHnmKYWam0dJcYyNH65NaivNbYCkUBOsPDmVQKaS/20badlxwXb6mOH/T4Lvv27BU4jFOvfrAsi4hb3a6megP8ZgIpVsuk02MWX86V6WohmYqUMaBIVe/dXPpMFm9zBA8yZsV0fcXzbDtcuHnN4sMutm9twc7NNbrNmY2vB7m03mTHnMtc6pqKP4tU0rL7ybjZYcZUHuyA9Oee/y83E1P8nv/IiG6y4wsOd8GBT9db4t+B5WftiVj5J1btiOgvCgTaRa9C+ct+s2me6GmRjf6waV+k4nf1NCIJ8eoQ/WgOiP19EKe2+0QF98v6Ehktf9Gwq4DIPJ8wX+hqhhrjO/NzdltAEouibYm1bJSJ29Yvu6sZIl9PtDRNofz/mIr5tn734l5JgmWMQnjBl39F/57Q/PfZjjpHFetJ1ldPwc2t1bPyEbtfO85DbTa+ZUkS87pcneGjXk/eu7Pfj9ma5UlBk3I+BhkX2K2yvzPzk90/7ys/qno1hvtZq6SmM/fVZZtSidEE/j78HpXEfcpEJnNlz/GOYxhgtUi8WK0nrdjwCboO40pQ7ltn1c/TbKFOZcO2rz53fTy8HSTX9XACRgN7cuUVqGaR9npYtH63x2tPlvTEvMc65YZSe8OFt2py2l2r38bjmnCk32e2EgRyzsrkCpE8+s/RN3TbvRO64jx4jPT4lpm99k9bFoMtYyBFv3ScvWtrWmRPWSu3YfnrCu+37acHbI0MBaQJW0NSjAuXEVfZ7rqzu71DsTg5375SJuLbsurV99c65W8uUxTuHixcrUsJ/zHjLcwt2bIZM+boN25a11unj2DqHiqd4aJolY23dhvJPr2f5/mPV15/dc/w1DbdzUGTkQwTHvmcZvSykmpS56ONXJ0etAWknmpkCMw4mYi0EyMU9crnLDfa7yY2aenvz3tF1ahp2d4LWrjOqRY21PRZy9Cg1S3Z31p0QIYKCxAzYwDH9fl9LbDdc03TBdjZQrhvLGjcVb/zd92nZT20V0L8JXgv6zEs2zRhJPH3P1640hKCmIGRpHCXJjxBJSLP7SV2PXF+wYkJ96fEJw/Zw04Re41O3xm2LlwdjmY0tL5n7FtePqFmxfWkXyPuINb62jZKw59XpEfTc2feSf7aszdn+5hJDNb02Nc5loSrVRO36zvl1dR32iFd/T/qWFKsty7Oc2T+2Vz4apvHM9UPHkNg0tALeuswFb3pryeIS+55n0CdH4beNne3supTvth59gsETrD0r0pKam8i+SX+zwremtzscd7/tcQDkXZ7e6QoLZ4LxN2z0cjHnJCsL3ibPmUzte+EzErDXfPEbWVPxV+59CUDHFELmvimPsMdNdrugL5HudJ06va4k4XnrF/9DYM2X3BvOgcuG2u50z6OOqX/vF/8CFfA99z6r0/ZFe7PWgITItYx9erKK1+aGgbSD7T8HNieta6CG9VZwDcxn4XOxtcmkaVjWMajKY/YyZ2MIuLYUoBizQMkSIetCn8XOafjeRTz98Mr+feJiu/npp4f77T/34Kdo6Ofdt/jltJaP9WiPx7hzjKVmyXuf/qUA3HPwcz2/bC6PuIaSAO4RXP3OmP5YnDXuY4KwBGwfvHf0MyvkWJO/LlPqj8VBhIXc2Hqaoldfqe8efkPCmQe59WjxymnZ0Ldu6nVl/x6yUFhcrPD+k1/8o0DFS+71c2jo9z0LXMQ1PcI3NE7eeI2F3DocuuFRw5lg/CtCUJU3MDbAZ4ypG/JSvV0sWsObM2PFBu/ibo7Y5gaXOq1em35lQU1ZsM+NhCkLAdN4TNq/pWzI4T9XwkH6PqRSfG7xdULOfNHl419sbXRvDh2b8zR42458HyKSOZ+/1oYs4dXjP+QO8IKAPELgadw2F760aftgx0KEx6q9NknO8VsTngZP29V9KvkcPYEpt+5Ll4K8r83D8CQecuY2+P0todTzVRpji5eMkQi5JRO9p3nnynoapYD2s+o6vPVQ8llrvOz47mJTvqbCh25D1kOw/kVmrNetTdhi59W2VTKnh/rz8Qle/3L91P0RvCHN9qddBoLDEslyOizA2f1vcwqUgkGXLV5yT0bORabjWfSasHujNn2X/ksd+TH0T7Hk8k0IfpYmjYUzwfhrmjbCM8/IZVIkYcKQf81jXlpK1oFewvg/wptYscGbeQEhR//tLOZTPnJ9D05mcFKF2+4mhKj+yZrNvUNmW3P2LsRIfTmaJ4ti0YbYPcQd1CzZYa/9jFH9cqFPQ03FmgXhtsCGeDWvZAKUMRPivZjNwkU9SvOvlyumJ4EBTJp47h2iOb/ubP1OEhZzmY8NnrPfPViqubC59YckaS8QSja6NptbCd5j/KU2bM7zA25vIzSCwHfEDiuC2+N+nkHDJBD4pmZxMmW5rGmWymc7WTKZNNTyr+4TQveOBRq8wCFPG8wxBktYtFB1Go0u/h3bsCdVcjklUtyHNU8rLOYuKtL9Lq07MeFa8MZgyPRvx1k/1zjoVLlpH4czXup+eW47K/RaOI2QY3GYq/G1l29ZZjyh6SxyvqBYdsfJmoFoCh8jCP4yHwXg+bwlYfxCswPu/lXMH4slTb/nKQfyT9aM3Fxoy+m6cu2UtP4zwfhvMeEal10psSQMCNioVgsl7RHi5nknH2HNBn+SX4hMYDbl+pP3OWaHA/Z4hD2O5zscHgTXRLOsOboZhJGjrR0W9SELpmxz1C14WRA32Afixt7uhIR5F90/J2SKu8aVzpQWTfyByMrVrdr0HwhzDXVItTtRDvyhDHu5ZxqWlDe41sD0uNvxF6Znmbo+F+3lB5DvJb94zoTobeR4kU+I5j9gjzmzzq0jSZo8Ar/LIdTQXEjHJMcw9PhJ3zUuTbtKwruWiUq58cQ2nOOPOd89zdPTeCx4AWOxTpvLPmpWU+fZWFh2Y7lEXzXbxy011VsY6xLI1V3Cza4nq/2J0G+P4Fq8YnupMhLShKdxJkJLdB9y2rV9fto+e1YT2+/cGqx7uNire+O8jUlnLCcI3sPTekxU36OgBaeSxUT30YLHf/T4eMJVSZsvxbEMaf9ngvFPWSTXLpYCRuS3sWfESwvAChjrNkOblJ8pzaxhQojCP4YZNBfbCVeqdLOsmdepzzma0dbMmQYNnZlLyMPGn7DBigP2kBv+5kwTAUDq1Qs84KeOzYim2TThn2pPm/j1xvP89FaD1vh6kCMwJcFNYNrK7mL5yDFtPW6eP93WZ015QTALde9wxJKaPQ7cNhtq/kP7/h/jXhr6yX5Oe1zNjlVOq9dghRnpj0cI72tN/U/jPaPaz42v50axe82bV9GCogDXXxMl4cXilSOypfEqBU/l1qhdW0OMVsdP6HoX3crrtzlGkYnv9ANC+zhPErrnCcv2+2mCIyEGrlmhVNebu93S4uf3M42Yl3eBztqmA2oFF4vDYSEYOGc9yQkzJeuJHh99ksbC0EmeEpwJxl+R14w80M9T5h385WmWMz1BaeasWEdgzn/i5ZdZscFd3N+5AeRTkryIJnh44SISDZ7i00/mMnv5cwB4Ou/t8JPAPfGN7rZHSL7w5Ze7M//pMT4dqNKP4Ncm0GiKmobseRmwiy81ky6S+WgME0jbsfPQ3wSeRUBv+IbUHWDn2eKttYbwmQpcun+6n1orEoakhZ15e0pDZ/f71Jc+hxUbPMCdLIlJfvSxTmEUer3pfmvfuh7vAP0AxZJQmyPoAhde+icAeAfPQQsVVtAtWSUs5LRmq/VaKD33/dvjNFVLnL05lvo8/HOQG4Oc+0B/2hwhQ8zD65P36b1X6mNOaCz1z77v0cfI5NPjrVrJkXqs9aHkjvXWkHy/8+Uv6Mro/tr5sPNvnwX64u8z6wYaikGR38NYlqPzNUxajpFb0xrOxDn+O+/ZX/+t+764N/GeBGYjqj0NK0ekNLGxi7tETGVDBw/+dhLVr3P1R+LfJH774MePGrtm4loQSI4Atkf1dK53G5ntpf+0KXy9W/tKx/lyoI/52aBBmx5YHwUUN0NOwi0RpRKxHjKV5QSV8Js2YcdEPpbh28h/iQc5VGf/9YkAaSPHuHLrzTN95jQo+37u99imR4yXSmxZDEYbD0W427pLAWm272NgSEP3xiDXht4rdl9pmpBjTkPacvrZdzd41gmp3xNmbD88xu/hmX9n2IJg8crX159rbwyGTN6e6VzK+ldM+wpGrp0h8ASFUj3eXOnkX55gZEFw/anqa87uOf4NVmyrc5ACpQksEY/chshNQpBWG25ePwHg4qWtXhltBpfFF0zGxz18rIDRXP8wKxqmlzaoCUF9mqVA1HgOrgcMdy/d3tblS5+pqUstk5r0PaXxhwDAWI898jikmdhxlfFctCmAm1mZUGkY0lqHorNLTDG2nWdkNuJfLDeHXOx8/8dsM2fGtfuDG4C7ntG15TEEF98mw4DqsrbmEWmrecmnPe65uv932eQWu3fdkSWOsY1+O575U+OQq0/Xqz/H60Tjze399/qavxbE7Z702vQDAKNFQgtMnpnXWk5891OajEtDzuI1pNFb8BijMKKoxMS8FSn0MxUKlNZozqKk38ndAKjBCrcfuR7Kbl266O4vjauEKJcEL4FSIKYVDLWlOH3Hp0FDe1pbBH8KH84E4z9qb+fLXXrhmQQ9GJIy7e9Wav6hl/4SAF9/71d0G2VJSOgggV+H7HLAHjfY54gdDuZ7NMu68/XvXDxmWs+7iP2aJe956f9ExZrn3/t3OgItTF/O78vn617648Cab773C1sig9FIvOM4/X7b89tDBDN8j4u4pLVpYhbK+TdXlUzuek5ygU+WCJQ0nCEhAKI7QKfpjRK7aNj9d3/juX8NqPicg5/tasoxkx7Bq9M50szJRiWXAlNzbXlj8TPPfQUAX3rw2oTxhXfKpu/SftHgWTaGtFlPo7VzNnXWkhVEbB53rR3mtfD+vrHBh94atzRJ1soCktwjuVModiy9UxDyjsZB99uOpa4v1v+xBTPmhARRBOza8TTvHB593EN/5i2OoS/T3rjrdfJPX/qjAPy5e/+HXt19epF3lRw7681TUiyTn7SjkOuLh09uDQrI0fESnAnGv8GqS2QjYAkL9P1a1ndv/fgCHrHVz/SCWFN1Plxh7te4nET1L5oZRzeDxCzR85duu0FNOJYo+fqFmX+AYyrWXOVBatIjUaL973HAtDXtb7DiObwjMTbrfk2ZJ8f2ZvOYm7/rtt1/JQvfpP1Xh89bM9+0r08H6PErmbI8OI0f1ZaPc9YP+tTCms7KJ9kVddKlGNW/jSfkhUubtrvcDlDxHp7eHeODNLAT4lqQo3wA0zp/3t5CSbiT38eAjurv15E3j1oB0Z4913jr73KiIl9fn8lZxl+CIZO6Br2nPcKelp10nzmhdFsFtg2BZya3NKZkxgcv+U/fwqPxyzF8Pa457Tali/24Gg8/u+dzQvZYJjhU/phgfX2AO7vnnnvJ9l9gjAvICj8ShC1WEfu+Pw99bd7GYun2z6P6gSm3uIOHsr8PLbJgqp0k51J1+YZ+MJidvOinn/Bu7uKIHR7gTo7Y4aGPPImTg91wQc9J+0J7Fauc418SpON4/nubA/aoaThpF++DXEW0+x2OOuYzZd4JOnKc737uUj7YePwPWi2+bgJTmTXUFwJTCUJFepRqNm+16db/noyP8cV7Y2wJl5d+0hKmXNCVBsvQdLncd61Vla72zOERg5CaVuBadEl57GkRXc9vtwThz/FPgwZ/wYyjQ9TFpJqLSRH8cqZ3bbnRwqJ812CJyFvbqP67eVeWWVqGYTVNj2l5NyDqOsPzce450SZjv31hQ79nmVOJiKfPdDCWrjfP5KxmXdJ6pX75tPVKPEjow6w3Drn+6jZylrvcWJTmeyjKfgiGrEY5OK2wANEdKdfyasitT7sfa1OfCOFeoLeuVwfd2jn2zfhNgrOdg3Tey3NwJhj/gk0e4o5iGRk8LxOTQI7JaC0xJ3HVLKmADeK1uQ0h2GvntiOObmvNw41K0auSs3iZ9sSctWYDWHfpfUU4kGC+mmUXCDhnxgYrbrCfLNDQ9/S8qj7fbyP+Ox/irB2jWcTNMs8xQXWeWTrnV9W/p+NflpStdpjTLsJ4hXWwz42uLo2DFvZyRNcDT0PbaBnpZR5O6u37R9N+5WBIc9djqiPGLX4ax4CPMMYg0P0mz+oRGOuTtQSwFIyln5X2oe1LTruxzNT73QoIDfEWuZIWPsbilNPG5ZkV0sa0VRK0JugMncMWBFu/Xlces9JCJ9AFl3lrJwdWII/f84GKnuvC4jdWM7cge0/mXvZfzhKS0pBF8lz6oeMzIJ8HRiskdq/bvBt6neaOkubmzoMzwfhrVuxy2DPX+n6YnUwt+cWZlun7KoU4rgnpWXdb793t3WULKlqznnSMuyFmfFs4TEVvjArY45FOcxcTvhACcQtscqvDwdP2NOP3bvmzUbApLv3rfAH3Ih7wzVt9otnXOKyW4S10+76UL1kcOhxJcdRM0EsKIhnD7P30Upc19esje3OmrKiAige5mm3LElc7BuWYk6bXd020LbErMaWGSStowge5I/lNv21zmI8Fb7497V0Lw1oDskxc3rdCzNDY6bY1WA3MCjq2jHwOBSB6mqS3Nk/DXPVcgJ/mObSVZwPSjqZBnrBlBWsvWj7il6bwjW2E+o/Vs5Kgo9vWMMY1aAVevfdyc57LIlmOf1j2XKlerJEX62Hbz8HHYiE5E4y/Yp0M3rT9Zye4ROzkU09aSmiWpmxqBWio+cxveF6vHXk3+n8EwzTSX7cnmrwE933GNzyfTW5xBx/sFqYuP+0I45IXfMOns4EvHNhPTYrACQRrGqYnt6iXxIt7lvRj8SYrqIEJrCe3mM/EDbDouQG8efHmJh3ffJCS9yzHHKVn4hIBekJijiDp+r2ofstoY30TPv1r72HVXiQlMQLpFc2R6JaYl4eTZfiWSFkm4R9vSgnV4dd+LgDP4P6k7hwzslqbFii1gDAGLDMXKPmZ5TNHWDWe4TPvptDP7XhH7S0fTJnDzfbPC0LWuJWCY6Ue22etKVphSj7tetLKgBbkPMHf64fFXfDW+NtANC8AOMf4c+te46AFFRmL7fb9Z3/Df8sGKy5x3a3DgrfHZZ9L/XZerTAsSpi2tto1ZNv0+hZx2U5w0Tjm4Eyc4/+Ue56w/ub7vjx5lpOuNdjBtgRVYMjslwsKk4shJJ2rEHkprwULHamvCSf0c29LWQlotIstv6nF15/mSZdRkv7I+OXGZowEbsuVNtyYuYnzmY53LsI71TSitutpvjnfoSe5AwnTTi9YSbPy6XKeFmXHCHw/piUMYwLsvNv0PCHGAy9y2RIb+5tlLnp9eUeZLB52v+pn3ljlmJn+LQeeYJgDTzMraYUlZqbr1EKivXRGvz+mTR/vsmDkQY7meXTSC0TTkMspAeOTANn2x/TX9seLp8jRc60MeBdzhXZKykU/DfVp3GCe8OoLcLGev1P9g7N7jv+IHd7Os5PJ6ROjVCvpM0g7MXGCtW9YQEu2k/bdGw8ec4tNZlef3G0DWfha09OgI/R1UhSN08mD16lpuHx1lpTd4ajHxB998BFqljzl6kamnyo/QELEUwFA3w8tWmWqZfS1qxJz8MArr8Hb6CWNLryjza9hFsRUr9/NCQ5en3SfrXYuENIdy3GjsA7F4vLw295HQ83Ocz8rqbPUdz0GJQLmCXjytxVwhJjZ8bVE/uBt9wOw/9ynJ2Mq3z2rk9SnmZO9ytQTPIZM32n9PoP1xtHWd5rofw26/SHw1pFXRj6HLokZwm2orF4v4e9lb/xKTEVbaTzhRYPEwej+29ssvf5ZXPN3TqQKDKS3LFrLl+D34QcfZUHNxauP7/b9UKC2BsG3FJNSEkyspcDu+5L7TN/cp8c21FuONzoTjF/M4CkZTLUHC0O+L+ibm+yiC2WiCecnvuZnWLPBn7r3G7vje3OmPMxlDtnlcL7bXc6zWtZsbi3Y3TtkWs+5xA12OOIih9AG6gnTfvPX/Aiw5s/f+z8gaXpjAp9FYlL9zq/5TSrWvObeu7sRsOa7/ggpZtIe89M38wnI6bPFVvABz2d+atwxDDtH5HLSuDDeUlpeO9eWuUT8Gjfhkwe6TrtxvSh8nZFRBL1/8yf/Hmvgqw/+tx7OHgxpsJ7mZOv0iJoIqbEd3xT8K3/ye6iArz/4u6MsEhoH7S7Tp2RKBFP/rQX2Pp6ptuatYK9u+Z5jSLqc11aJ8XvlA23oX2YkYPdALu5BcNbguWhye8ZbN/r0iYdD+n7+muSc9q3r0Xdn2H7lQPd3aWjEoWnD1uUJxD/zNf8YgC+/9xVduThPhx2eHn20/RLhGfzTOxoP7zOtz3831C3OarJlhuBMMP6aphd4lWMC+h3vu30ntwEt4zlmGznO904+i0Mu8t7508OVvL+zBdcJ/w7ozr3f2triw095HFyED935VDb3DtnbP+hu3JMN8xEeB8CbeUHXVxESJJpfrABH/EcqwhWwwvStO0A++2f863A5T70EFtTLVeLb32z7vvnoCiawMwlnE5c13bn9HOijf+EdxZBMwKBO3avT9obxzjNsmStrzh+rGYXv/YDCkjAi7eqrPhvS1L2vbeuUS3pKGseQ31iXH2s10P3ygrH6ZcP438EHk3e9NjxctEtExsSzktg6LfOO+KQaUUnD8vuT9jdcvJRapbR5N3132OWXs8RoKPmIBTxx3DJlTziweOQSdnlzlKNx/6X+d42jrd8KHbouwdm7Ytr22wpt8raOJlm2VOsGl4r4e3h7Y2VhjDA0BGMEmfj3uLV/Jhj/jDlPVzeJwekJ6JCVwFs0+jnAGzhk1V7Le8Q2H5zdweGTd3nwyVc5YI9rzRU+/KF9OJnBzZAkhYtrmCy57Yk32J4dcXubwEcu4QF4P7eAGFUuZ+6jmyHed16xpmKdbKRwdClqU55WFfspWv+qy8nfdjgE9qkVVS3jT52AYGA9EUvBimay0UviA3Bct/i0w17P+os7MuR+2lntehiaSz2PskaW6PPw/q1oub/tbzHCOl4fLEeK7uSBjslojdPewiU4aRgTmZ37e0jwKZnBBacS8c3FVsinnketdUNfSBvCx8NfQy4GIScklbQpT4O0mranQOg6pX+SzElcfvKb7odl1h54zNm+Z92J3n4oKUKl8Qif+Rz7pe+2bU8Q9NwUHpMbiqWQNm6183yD/W6fSzlrvdWnIuwRaI/52jYtpD2I696bC69O6Xdq2cvT7nR8zgAsmXC9vatew5CP2W6yHZWY0dOM+swmJR7hHP+q1bCXLLjRJXjZ5ZBpvWD65DnH8x0OD3ZZLWs22ixt09mi09DtzXuTdgGIr1oTbE1EtElN454S+Ji4ZsG0W9jHur81TC+k5/ln80UnDOQu52m6aH56R/xyGkYc03Hm71LQkqcllea/3F6JwfvBdRZkw8ZMeOmNjMdsdwKAd0WvxWcowGuMVaAEoonJVaYPcKdrnRjLRMdqQzahkGWgNgrcs1hIWU9rl/ZzgsJp1oouo03R2sWh5ygI5PGEju1HqW4PLF2ygoh+11peoJ/PQb6PZWb63ZzQ5wnf3t+2D54gNUS/bV8siBAk/KG/f/KCnDcfOv5BcLYBjqX4iW2zD8YoKzb5Vs3wMdozwfhrluy1Z+bBNx3mNT9PYp/gaQxeIJLeoCJdCjMWpr/dstUjtsONbLMZx1ci0degg/t0gp2KNXfx7g5Pzyc1oWGDFRVrc5TKT/2ocz5b4tHL1T9rqGepGdwybUtMZHxSDa/vG4uaYToXelPajGyWwdv2bVn9juCcY2JD8y5CU6q1990L0Yz8l1kDP8RfTMYr9rUv1HiE2htfC2ODwyzxg8iAhfE/yNWkPT8qpHb7E4XGUKp0sYolqlLOalu6fI5Zi39dYyiBqrKfpH5vDG0CK8so7Bx4ZnP9zDIVG2yrYYzgarVBz2pTWtsWcnux9J4X/5Bj9Bo8hjgUK2DXvcbNE2ysReRDbbrzp/PeXv8seEx/KPBYK1O5UxnCsGkVLd2GHjcd5KlBnwCTMkPHY88E418w5UGuZjUvyB+T+ljBY2x3ffMXsWTC2/gcFsy6HP3Xmisc3dyOaXuXhNS9E/Vv74TNrUXn49cR+7d/89dQs+Jd3N0RUREMhMFf5JAJDS/85mezwapbUHqTSX36MyzKSKC9BD1AL99+SigWZoxTIiTPghB0lCVMVujwgrl0naFvi8F59LWSSDCDttZnrI15zzvikzPb6xz+V77pT7Om6hLi5MyZns9RXBsar1JQn37P08FywWGa0T7rmz6Xmoa7eVfv1IinVVqmYf22ca4ieERPv5+aZP3ENLk+p2Pra1iQCxANQv+YuBCvX1ImMqUguB2TE27zZv0c6Dq8ta2tR7nIdW8+cr/3y07UHuwnzZKxn+LPiXy3Arbuj3bt5Swk+pkdS2nr4jc/jZoVn8HbenOWE7j1fvYscVr4l+92DIXZWwHbu8LZE348BUTX5V1GpeHMneO3g2+/D5nbpA6ZfHvGNmd2FAYg0fxH7PAQd3DMNte4wmGzG5j/zZ1oG580bF08YjJpuHjhsDui188EFTWXmiW73OyEg4scdjf56RS+3pWQsvBKjN+CFgQk6E58/xLQt9gKATTz2ua69hlUjlH02jZzkzMte1qKbtducNC5+vOBgLadUu6AWG88dSCCgT7b7wkQmvHZs926fW8NW6YemWQ6nzmtTWuhsnaiiykVHCzoX72x9/ZYZLp+CmcPSj7ekgtjjJ/clhtiiF4Z+9wzHQ8JQLn6NYPU+Hi0ze4HvT7HBmVqfLx1GttMczV4Vowczc1Z3eSdPoPMW8ROE5A4Rmiz4zMWLD7W9SPuW6G1ViiIePeDSb3xkvl4ZfWas3uOf02VDLwMmJaS4mKZupvBm+jSpvB+v3H/dRrm1HftJht0hyOoob6tYTJpWC5rmmVoW25ka1o9IWjpNZF1Nizv/72gw991qevbXJl/tMnrxv3X2WTBXXfRO+rnSe7JxmiP8mnQzL4L4GuFTYny35qF4MNbs1sstkIk/rwen99bg7YaaHxz2qM3H6U6PWuD1QKjib6fvKNv9rfEse4EwDlTjtnhPW98Lw0b7L74c7EagiV6csPkrunT0BqUlWCzpI0ZdxlPWSeHb3wLm9ziyS/+TDfro37H4pcb/wkxU0ROGCodkcrhPYbA5/rrgR1bT6PUwpW0KTBp3/IYIKRn9j1N0b7jx3WkwoBOEGWZs+CUyyCXKjmxPrsvxPlp+yPrsWR41mPn0SHdH9l3Xr56u1f0eNQse7Qf4OH7H6Gh5uJdT+7tnRS/poenLRM+80eV0/J9wVlovMYh0uZ03WqhTe8L6aOeUw/OBOMXn7aVLKG8ycEnrPboTajD9zFL4opjdrj3FT9NwwbPvPf7OGKbG1xizpSDj+yxOGkDp5zz+1PCtbq5BD6/8Ir/nYo1L7v3LzBl0Ub9zztNX5/t/7ZX/AYbrPihez8lOa6Xso1Q786jJ9RL2JwDjxJcEDJcnutNr6aa6KYgRO+LBSCm6NVjOWye1sy3P/7SbD6bXj+eYNor55nO5bPE1EN9fWEmp1FJkOYuN/mxr/oBAP7ng/B+zi/bH6fTC02e6X2orHVX/NpXfRdQ8biDn+xuiCxZGTzCKaOg+2nnxrpN4rin1gArKHk+dJ0tzWNQlnF7Wpc3r55Ak2cesf6hIKyx/vZcwFdu/OPvZbdICbwcF7YPJWuK3pPSD41fSuPiuvLeHdLoUxzT+gD+9St+FIA/de9f7va0jsuRNrT1IsxbPy5K+qL7ascmh6OMwZwZQUgJV/bqq3vl/ZxFIie4eHBmGL9nGh8LdrFNHd9f+LtPlOWI3T4ztjlixQbP4p0smHapeg9u22Nx27Qz4+pNK755OYefajGhTNXGhXsLQftGAxGdULFObufLEusLKWkBeouuT4QikR4KfMlpCF5AlECO+Y5Z9KdhfN4GFuITy8RYgjBvfX+mrVMzL8FfguV+m7uzxG3IVy94eGt7yASaxzcXzV5133SwG6QRxh7xDcx82OogQXjWgmCZV84q53331mPOxGs1uCHXn63frsecMCRQmmvPn53+Pk6RyTFnby3kBE1vbMa61uy4eHXrv8Pv+Rs+RXDSlzR5ipqlKRADVddUVKyT+0ly4Llo0jGr3TWgcRLGHuvMxyDoMYr9iW6/3HoWHEtwJhh/016AclzY2OX381KmgN3M8VMmft6d197jgIYQyLZgxi6HHLHNAbdzyEWO2eGwPVe6aAKRnNaBwO5x0Ab2Rb99Q03FutO+DtlFBB2dvnfKgiXh3PgRO8p4F81JGncN0rdZ055Dby/n2ZQq7Jl+4hl90fRzR/n0GKcbNd28Ocht8pIWZPtp38tdzjOGSHq4ioByxDZyPO9YSfNr4LC9uU9u8AvugGjnAWiamrpOc+3rLI5jCFIcjzT9qh0fiXa32umvtb8/i9/MCoQeeONin+XiNLzUpo3RhmK/+oKsFUyknGU+lkFY5j2Edyi3dNdZaWzika8Idj0t1TwKTEwfcsmf8oKYv2a99T5kidPjl4tA12NhU+tKW6LlevPgCU+5fa1/l0DCfl+C2iQnrcDGJ/gJj3Q7dixs/Jc+lht+j+vWKl3p6RZ/vdhgVr/f5wl8OhB/oTUdQur7txpLLvhEQ8mEI+3dYpMVGzzM5Y7Az5m5t7IJTOs5egMctb5hYRw1wTxUseYh7ugWqgSL7BLO74tEvWSTihUPczkJKIl5AfyFflP6VbfjcyEKCX2hJ38EJ8fYZays9lKzTCJU9TjntNY+Ecsv8yHt2DJ/maMlcvFOuGxJp+E9Yru7dtdezuMFQgm++izxrA396/WtzgsgKfOJ4yQeUU0QcnOWJ56+bzM/rn3tLTJxP75D78tcvgJdPteu7lNOIPfaL/VhqJ95xtPXwDyrjneMNdcvDXa9Dgm+fh/KSYgsznY+7XqeOIxHC5jS5hB4AW7epVIlxl/qf3gnxB/tt7fzWXxtXdZipQUSjd8OR52112tXt+GVsaCFd3uiYCjHhwdngvEH4nx7srE0QxZY0N/IdcuOwns+kdQgUrlnKqtYs8EqSbSzpGaHI3fSavRZff/8cE3DB/gosOb5vAXN+HU/pD5Z6HscdPUKw5e27M1tQkZK5uE4Uv3Mf9pUKeZZGVPPxy9z5hEzXdbTSixYYS1Xb47oehqofVeYuYyVtGvZdk2DDUtqCNaaNSimZ5hfU9MsDRGfNNS1p/3orGKpG8emYA5l+rEvfnDrBIlEXhOM/fK73gclJiprQ8z3dvzlG4TgRUt0c35pS3xtWQ2eGb3PlFJGoiFnkfDb6scEWLzrrr/CJIYZmG7TClM5S5WuZ8zVy3a927HIjXVO+BnjKsn1QbeZWqj6+R7s+No1Zl0qj/IvgeBms4KP7bNlvN68ekJUzNbZjwMbom0aPKUI+kK8jmPJwZlg/DUxV79stpKG44G32QTGmMMA/sTf/mxWbLSm/niOd8GsZRSzjhGKCS/60QLe2iQlz5/2t18KwP3c1fYhfxTrc//2C9ig4SGuKG0/bKKd5LhWXxDQ4zOG4Nmx0eNjN4702b7nMeUSIdXfc0y9RHyG+pYStAaUj1FM4zaQUJ/ptdfyLql52iv/NGs22OdG0n5HpOqapg79yOV0T7/rI4r9dV07ffU0YQsy5k975ZezYoP38rTe/GliV+PfKpnT2sKnL1SXGK5dk6W598ejrKHr9nM4aPD2io1BH0tn9NzmYmZCfZK9s0/XLHO3Efy5tgWGhF+Lkyd0zQtasn5vQnoyxDLhHC4W59DPyHBzAsilv/0ZNGzwNN7ZE5i8dSS9seDF2eSsTWPp2VgoCSk5ODPn+L/1vi9NTNg2wcHHMuBjGITAMdscscMhu1xrb+N7L08Pn48+jZvX9+D6ZrykZyv823jio0y35ly67UZbw3ESiCLamwg38immJiG8kt9fLvjZ4bgjxlKfnN/viHcz727imzRQnRDXvN3bEsFf4/r4xb/fjY85Bgh+Lv+knSHLq50OgwdEXORIYdSso1/O5mfIMRKtAcgzW1b+PmanZ8rW7WmhQJ/xX2bwOn50uzv2qa0B9aShnrTEv033XLcDnLMQ5CxJHnMaMtHmgsLCu2mbafKfFDf7bh8PTVD9I20a3xLjyAXWDVkNvD4OBVx5FhcPTw0loccyEe+EQw68ALSAi689elq8phteoJ3VknV/NFjGacfOw1v6mbOwlmBI0NR4WrfwWLDrMdcXjYf3u6xRa2EcE//0+urlZ/ccv2ivEDeEF0ASypYjziEfZe35tfSm/c/veIQFN9l59i4AV7gW0vZeqDm8sMuNS/vcPNgNXGo5gcmS6da8O8ufa++j73gfALNnX6Empm2MEmY4jz9nyu+946PUVDzz2XvduEig3xE7iSBR10vquoFZ35wkQX5eBj/J3qfPrvc25owEx6QOs5DHaB9iHs+drff8aR6xzmkPlmn1LRm+Ni94WF+uZu6/9xO/zoqKvZd9oWHJkWGKz3+nfb574TBp3+brBj9tp9cvD3IEpabmxk/8EgBPetnn9hi1HGu1BFnXWRPOdcu8eOlvLS7eHAlMlcVF+p/zJecsRN7fyza7osY9x7w07tbN5gkiYRxSt5hnAQnfpa00nasf1JquX2uFEfzkb8/aocFLOCW3KR53e2tP1TsuUVTj4GohR3ttPWMgp/F/8B2PAHDbs59a3Ps58PdIXyiV55pWeUcHBUQw1MpYuHxtyV7Ly3K4jLEenAmN//I9T1m/7L6/0v3tbf4Soc9J5xZyAy1+7X/6onBm9M/e+3U9IuJFj3sR2J4p6V+86IcA+B/vDSZ/HRegzasTGv7ei36VijWvufdu7GbQfQ/9nZtF1yR/A11SH9HggSR637ttT7eRGy8BL0WwvbrXY9gpEfSFO6/PFqym6Gnsxy3Df4S9LqBP/kng33X2kah+i8+v7n0FAC88+Am3bQ1a6hciktMAOp/pfEqzrFm2lgFJDlVPlp1QKZYBbRXQkfB6jN6198cBuOvgl3tjZ8cxRxhtvfa90vqIZYajmi3jLcEYJpLD07rXILp+Sme+Sy6rflunC7C0eNox0W2UNOicsDMmDsf2IxenYX8vuXqsYCyuLevetImUPGHj9S3t/PJ7X5HUE8esL7R5oAV8bdlL++a7tbz+/teC11SvPLsa/4Qll7jhEgCPYeQgLup+0En87uX+FkK9wZoNHuIOGur2HP+0i+7XQWKej14bfGuiprRoc+Q9yFW0JG9N+zVLbrGZPcefZvGLPv+UpUQrQtvhwIBnkUkLCGPW4zvm7yXbcSPU7fjWhsg2TdfehCYrYED/ViwL3pxLHTaQR4+EDcILcRkSG7Hs3C0NNZd5OCGSAjUNb23x+qzWzyhERJ8EkLaWhLiPKeI7zmfn6qwMsxnNrK/BW+FWa4aWgGqN8d3tGn8Bb+6N1xBz0GXSQK1UyPaYnkCOmQ9pkLrtsa693DotCTsCYlX0sszFOxvEShTvbrAJinJQYkolplyu0yY86mf2jFaL8eyjZOZOn53OnO69Y9expXO2H3JNuVjyrLtEX4ut2yutAa1UDR0l9fahja8aMy4lq5iFM8H4a1bscugSJW/TDgWOWdC/2e+y6Y5b82/DhHfxTA7Z5cGPXA25+T+0BTe7xuEicGkNW3Oe8OSHmTFnnxsqKjvVMgKjiOf4JVuflAHxL0JY5nSbwZ7119q9vZxHzu5PGqgkk9+8/ZR/ekVNbqV+f/lOLLduP3XQuj33H75HLb9hQlOXI/y9OclZADzQhCoSj359S2r2MlqIhRxOP8ASqHg+b0m0hdQUmPczWk33vzRgNaddRYISrITiPtNMZdqrt3Hr7fchjLc1eZagFAmd05r1OskFmg6tj9LakrqlniFhxApBGueSYDOGyJ/WMqC1ZhmDYNHaLuJl6ZF+Fse771otxZfk+utBLn5DAqFDfbtJG8KMpY3rXEr+tu179UsfIOYi8E5facFWg3ZHipB3s6tXC8V+4qCSwjlkQTgTjF9ABkMTUe0blt8EGtITANbkr8t5nxAXy5QFk5bc3M1vA/BZt72T5W01iyf3cy0DvYUU6uln2vstjqhYcycPJMRfBxLZIx6SD+CYRqVd7W/grh91zeSCWmiPT3Gwl/4I/rkx0mMTnpeXYklj8LRJLyjGEkgvutzinbaXEqLSjXs5jS4tIwGE/wGAf8IrEtxtm2NxtElc0nH0NcQc47Hrv6Zh1TL/a1zJ1qfr7TOMlOh6gkut/tn6c4TeGwvv0/bTli+BF9BpmbfHIEuxQ7r9UqDaEH52HKW9IQGwNIfWfeQJTqVcBBYnTYssQ/TWoP6u8dAnZTxrhhbmdKCs0HfZI5I1M9L6tN2cC8Eycs+dmLMwRDjsjbcec8FT/rY3OObWkP7MwZlg/A3B/2qZAfQzXEH+CJpAyddTghUb3YVBDSEBzJwZN9jniB0Omj0Oru+xOpnCwaYgE2bpYrAAXNw75OKFeONezZJD/ikVa97Bs7sFqiVQrc0f82YqVq1bIGXY/YWaPkfVa08WeBKmZ6osHe+Tz5x0bwm+ft+DmqaXV9wjwJqY2WC8kqYxJSZXiutJR4jHf4tOwIxCp5gXBcQnrIlWTqvVY6tbCkmbDl3CqcfAm+vcOEk5mfN/25a9m3f15t+26xGgHAP2GJbFb4xJW57nYIwf2eKZ00I9gXKM4Kjb030puTRyeOs2rbDhBVf6QYGTbm3qOiSgTAsQFn+Phnr0VLtKpfbw/6KtJ64Zb5y9cSwJStI7uanUo1e/3gr/d/BQb0xLY5v2A/M8tHLMMBMeY8nICajSjrfXSy7AUPcZgIo1kvtboK+1RS2pTwTjVbaQRq9aKbG/maJU+tzv/GJutW9J9j3J+HbY7HJ4sMvq5g4sq2gav3jC5taCvf2QqnePg86UL0z4wnd+OTVNkpRHZ+MTZjBjwZ/7zk9jgxV3cX9i6rcWgtDPNKVmt2lasz/ArD3eZ4/iWRN+Y1aaDQC0GdtkLNN5aHrPx27+3FxBjFgOz/x8317dVgCpkQQ9QdBqqNnnOlrTl5S9+nz/s//Xr+iwk2BB71hhwDWm7k36aY7qWSgx2/DZtwBEIpJamZ7yv76CDVa8iS9Q9aVjbHP2j3VB5IikZTY2wLH0ru2n1drGWHxydZe0ZQulQEPN7KRePZbhmTDavuAh73pja9evV1boRnwn5hmxuNn+ewKSd3Ye/EBmrYhZ4UfG7TTBfp4J3Y6JvPHs7/zTAG2a8/FzqXHrK0vxtIYnAOWgb7XwkwJpuqz7IvjYvnpwJqL6n3LP5fVfue9lvedjtIJcOUswPOYP/YU+Z8Yx28yZccBed0tfyL6/0x6pazoGLL79yzzcO5tvN1aaiKfpAvtyzF23M2XRndu/8JFV9N/PATm/L89on0H+PL98r52/dTn5zZbT4LWh3llPYN5atRdbm4kg4R0nHMPY81J+fN9LPWsJspj6JXVvsPJMu7kWwW/OtMsuKSmctelU8LAR9hZvHYwlc66PBNn+2Tqs0OoJVaVzxN5lPRa8cbKXLZX8qZYJlPqVc2l4uAmTEDfYoplxdHObZjnh1s02v/pyEgRzgElLOych8GUjOSERcynIs+SzTufT25clv/9phCk7HtrPrc3vdnxyYPePfmbfzbkPPNeNhVKsREnA8ZJclfaPvDsk6Pv98wTKSFNLbVq8P1bw1oS0/U3V/3V2o/rXbLj+TgFPevYmY2jzadDEUwj977/lIebUbDz/OcgRr2N2OHh0j6ObO8HEf3MzzsrWLbb2DpltLdifBQFgj4MeQX/kLb/DBiue+PynKsa/dJP0PPiWB5mw4hnPf7zqaVioO/URdd2we/mwExxEwpTRsUcavQApm9BGj4mFoSAU/c5YaVaD175lMJ6pMsfwvfgQj5HpurVWqrVUae+BH/y3ADztFX88aa+/3vK+UK+M1hC0n9LWocdGC0x2XOT5b/7grwHw6a94QXG87Zjnytj6bfnY12H/v+474GpHuTZtHcu6httaHPf9QMcSkxjDPL3y3nseM/VcXxp/DTkm2rTzXHeBcHk3SM6tYudEWw2lzlQ5iXRzSDi0/SuZv62VVd4t0ecPvOU/s2KD/ed/GpAyaS+1cezTsPtF2hH854YHeW6rHNg50/Xl+FUJzgTj32DFDkc94lYKEBkjTcflMGxWm7LgP73yX7Cm4oX33smcKTUNR2xTX2iYbi04PNjllmgUS+Bkk8XJjGY5YXcW/Pm6PtEOfuuVr6dizafd+w3dphNzs9zKJ5//5yvfRsWKL7z3mdSk+ds9n6Jm+DVLZvMF9XIVo/slmj90VgYvhXZYb83oMucdzWKWOj1O0rYWMnLJgnTuAKCXHdDeAqiDkbQlwCMyOd96iYDmfKeaJOokPyIQvuNv/hQAz3jFC1tCnJ4FToWN/p0OOS3IM//ltOOhACv991v+5t8F4Amv+LIsE84RsbolhZ75V+YmvJ8ytSEBUcrYMYgR3qc7yVHy93um55IG6q2FQDXq7BjLdxtcZvup16Wnrdq4FU9LzwmNPj7+XfR2f9jU4iXICU/S3oy5UnaOewxTCwY1S3bJ54ewbb7xlWHv/YV7X9b73QrrJeY6FB/i0Vd7g2EudsnOiwhPcmW7tOH1LwdngvGvqRxpq+kYo30ePvM+kzGSvB54mdBtjllT8Qzup2HSmfwP2WVRTzna32GxP00WgA2m0759WUyb6uKd8E48h61ZkB6PRSt4CH6aue+omIZu89n0vcLw482+UQDQwoDABDbbf9QrLkxuds+T98Lg9d83dXWQrO+VKbhSZW/575pjhTmwKX/nsxgXEM9rp6czrIsH6K7olCt3j9nurmt+Ou/pftOCqa5PICdgurgropQXStIrblNm3vSILQS/6FBbFnRd7u2D+NpReLcclJfW4wvxXhIuKxB6jHJIuNPtSBsxoKx8SY3t+/jg1X7aXJsGWbcZntXMSRmU1d41aHO11CllcsKwpqFezImnaOm2PMZ+wO0Jvrr93Jja9ZsoEy3hkv0luVX0WOSg5B7UFg8vd4DGq+ResYKdt/ZyeR7G9OFMMP4Q3DfPLhALekFrk6wHntbUry9MlkT1Hyu/b2D8F7tALu2SCFpBqH/OtFsgNgAxLt4nAf3kP1O1CI95KxXwHp6OTQTkMfzu77qhrpfMZmngn9bQ9d/eWHta6hLLwFLm5o2vJj65dnS9Oe1d4LRBN7m+lEBw3+aYhrpjeg01G20fns07EsKmN7q1Ahyyy5J4tbPEiFgLgcfINAgeF9ujRUPHMoHuNkGdGyMyP6k/DaT15sljCFET7lsO7DxoDcjWA4tkHcTP7e5dATsmogzI6Yicnzq21XdTlASyIatLrn5bh8fQBErJf8Ri4QkYPr7LtmyoU871l7TcsUxZ6he8vN/137rfHnhj37S41zSdQClC67LFXf62QtpYnpHDxbvC1+/T+P7kQFtuJc4rB2eC8TdsJNpJyVyrf4e+mVRPUsn8aDfBkpo1G0goZf8oT9D0JNBL7noXEO1Bm++FmS/bzH0Hbc5s8e1PmXcZ/yTif5MlFSuucK0TDnLJJzQTEBakTf5AL1WvROn3xyMmS0oZWyrFemMTxzkSM0+j9rSB04CNGId+AF8JLBNYMOsC+EKWxhjQKRp/mMU/xRr4X/i7XV0lAqSZuq7nqNmhWdYc3Qyfq5NpCEY7qfpJlrpTI7dg0nBx75DpVojz0NcHeYLgiooKX+OP+Efcc75SqxnqZ3q8tZ/WEyw9oplry+53T/P0AuDG4jcEnkk+1ZK9lLOpQODtFe/YnsWz7vqU7nMNOQHACqP6WaIgqO/2/VwsQm6O7AVW0Bdo9Bzn4lc8QUv6/ZY2Zc6z+M1kDKzgbK0BufH2chloPPtxKuNdyjL22sLY718QnYfgTDB+m7kvbrxFb3Ls95xJEKJFYCysCWb2wLq3eZgrHLHDQzyJA27n4MYet64/rvXvE2Zn7xYbWwvqK8vuZr6L7dG8eH1lwFHOgcd0j4vOPya3822yoGLNZR7GT80aTwXMmnmXrW9TR/UvoRuqhG6sYLICbiVm9O6zfabN6mJC1/cQlY4GNpMQuQ90t+sFxt9PWmOJszd/mohJCo+Aairq2ajzHNhIdTmad4NLLJhyjStIJL/4+SWJyDUuA1HrTo/E2SM9gbDutoRrwZR5PWVRzzia7SSCwPxk2uXnl5v8YpT5Mvl7zqwldtOuLb1O2hli3fZVH/30gryAnnZpwSOEfeHAF7hzmqGGsUKbpxCEtTKcTdAj5N5Zai/7I6QM/LhlckPWAq+M1YzD975gFCIttvGES4nDgPEBtbYfR6oPJSHFw0+70EQEvdkKmfakixXScrjlFIuP8IsA/BrPzfZtTPCkt15zpnxvXvS+0b+JwtQQr3bWV8zL55DVso//GYKUYPjH9XxpTXyScvlGGhegF5SXzU00v2e85n9kwZR38iwWTLtLXY7YYTGfsnPxCC4eMZ3FHPu7bQCHMHubWx/gc1/zZWzQsM91JAAmvcg1mpW/+jXPZkLDIZssmDJthZ+6Jc4TYrrOul5SX2iKhDb3zI5PSljHETQvIr4Ep4kgz+Fh8dFJepp2jOwJkZylIrwvftFrLElz9ouQ8MAP/lkA7myJUGi/n3xFPr32XF9w3f7rbkI8rUnVt2w97gf/DABPbTNF6vJjXD62P7ovTWuItgmUSr7uUr05pqP3fy7qu9Su975H/CEGh2n6UAomtnh4R1FtO54maXHTa1oL+ql1IT/vpbGx63M+UlPX1gEbNCg3Uu4Cl7jh9rkEJReEzMELX/Pfs6LmIoe9taEFcDuG/b6k7+h67FhZXHQ9+b7k6RiU3S4enJlz/H/jvpe6C11DyWTTN83nzxfrxRnri2e3g7l3h4e5nPwt7Yu0OGPBHgedAKDz6qeaWBqVrze2aP+S9GeXm2h/vq9d9UO/dHAftBYAAb3/GvO3hvYc/3orau/WPZCe664HmYAe39REP+2VzYFHGLyI/FyQnDZHyqdO0GNNlra+/jA1g/21zEPGDGDRtO4JdQGCPj9umQT0z5N72vsQY/E/86ZNKTdEzIf83XZsrNUF+pagEtPM7SuvDcvUobz2ckzVm+vcGA8R9Vx9UqelE1K3rnfIBaLxOe368NaA3g82HbIn+HinJKQuu5Y1HhoXDZp+2Cu+y/EP/XWea0Perwu4eLEt+l1vDEp5NV5fvfzsnuOf0CRpTMdMyox5Muk1TW9D68moaXrEBWJO6SN2ePebHuSIGr7gWRyyy0PNHRzd3ObkQ48PtzOID/YinYn/jisPMWXBFa6xzRE77PTST157028B8PQv+JRE499uLRMz5h0jfeebrrPBihd+wZQpdMJEFxFsL+MRnBqFXzpwEWx0fjoJ3Wf1UdisCZEJkxXBRdBG3dexnDXx54SElCmXteAck9f1eb+n8QSBSERrTvicsuisKDmGv81Rr533/YOfomLFs771i9oh6Puj4xD3iU9PMJAiNelzVYclEnoMNZHUv4uo/IF/8M8B+JRv/TMugdfEPViU0rvfpZx3b73uvwc5zUf3SS4Kaqi7Y7yNkw5ZQxoMGvZzSKaVP2s9di2lOOetVnZ8Ip3xmcCY8bBlrGCTS7RkGYjgnmNapVgBzcC1aCCQj+nJuzbsGXaLV0l4jWUaHnpTuDfl6hdcJRfwaMEKJLr/pXVsx8jvZ399eGtLP5e+eBdi5eBMMH4oE5PcwpdAiVT7T4m2lm5F0oQ48ELc9jjgDd/xU6zY4CVfcIlDdtmrDzi8bZf7eUZg/h8i/JsAk01WFzd5/8mdIYnPbXMa6rZ1TSin/Pp3vIkKePIX/OWEoAb8lknf/tl3/Gcq1vx3X3CX6Wsr2NRQX4imttCHeXd+fzZ3hAGBWfu3toRrP39Nx9CXZl3qlL7C4IGEyWt85XNsgGDSlkOU5HmOkNp6a5atr+2QK2aj6/GOhCoKC1GzCJv8b3znvwDgG7/1QgZfz7zrR4B7TG1s32Mb6XE7q8H9re/8MQD+6rfmBaucxunNkZj3c321zy3kmVGqxTbd7omaUqlua43wwBOetObvCVi671BOyKS/l0zOpfnUZWyd4XvZzZCyzliHl8Lcq0PwsWNgx91j0jnG7zFoPZ92fKXeeM15UHbe8h2vpQJ2v+BzeozZszRoZqtx9gRfadtesCbldF+8ZFl6DK2S49Gq0thaOBOM/4Qt3sXdGZ9W/hhF+BxjXuybWqxU2BD8XmsqbrCPJPDZ4Ygrtz3M0W03ubG3z+qJF0JgnwT3nWxycv12HpyEJD+79WFyph/C8ZqKNe/ibmpSs/4uh12O/ylzTriPDVY8wJ29gCwhLHKxTRLZPVtQzxrqC8u2bHrUq+TPsoRRvltiUNJSpI1csJElGt482mRB3pxabVv+zmUs9OorbbqIfwiMCziFFLAH7NEQ0/vmruItMaOS8OP5ey0zEU2zZtmNV3gvrFftINNX6I71LUpbIsQOl10mn0NMMkcc5buUnbR7rwReX3xBKbY/ZdEFXHrMcEwcin2WE6b0Ord3I8jvufgAGYvcWvLWtB1TbQFduFkZfEFMf3qgV2LOZZAz48s4eYxS42pjDx7iST3qbYNpc3EhnpCm24sBj2mujFL8SNp22Uqtv+f2voUzwfgn3OIOHkqSW2imZ6UrAMvENVhp0yM2VupsmDDlFmvgKg+2BP4GIeDrWliMV3Y4vrJtXAypoKL997LZP8CjVKx5Nu9wFs28I3Ihqv8WG6y5yoOdFzqeDkj9cJ4oM2naMiaLntXQQ5/7mrmMxVDwlr4wxBt7a+qzAYDenFo4jdk2B7nN13cPxEhlrfEHV8DrAXgLz6eh5oA9lsSjelJHymCGk3+Ugp+EuQsMmUX155If6PDNCWJ9XPpEXMDT3nKMR5ex5lWPyXgE0fNda7w8BmrHzsNRC40iQOUEIl13Tru1ZaW8nasUN1lv0dogDFrTutz4yG/2gi5puxRoaNcN9P3QOslVfyxKVtnx2viExlir+oxc6ntfK6R9Fu90cdVtSJIrf6/lBOllDxevPxpKe8oqQWPr7LfxcYKqqn4YeAnw8Hq9/sz22eOBnwDuBB4AvnK9Xj9SVVUFfB/wxcAR8PL1ev0b7TtfC/ztttrvWK/XPzKi9e6YUoxmjUdZNJG2wVelAB0BvWnlGkudoGVJyDy1ZMItJryZF/AIe/zuB+6Cg63Q85ttZUtgD3gicBFuu/NDbM+OuMSNTtOftJt2zowZc9atxiga+h4H3akAfWFPeHfZHsYKm2dOKv3bhaqhYZL4jetl053jl88ptzpT/bxOzVdR0l+yrcawtOEbNQd6g1viEk8nLLu5jPWnTDPWE+c/t2m8ICR5R5sYbcS2nKfQGfo0M9eMXx/n00IRWE2uf6a+P159guhdWhI+NUNIiaNgMKF/D3nFigq4gw8m/mLBV8bHbzOFIU1mCDwNJ8fA03b7PlkvJa6ecyt8eP2y68L+rjVW6M9vLujNBnEtOvUlTc6UuydDw5hAZcH9ODMWul/eHIy1mFrGlWd6qRk/p2AJ2HnVuUrkd43XdS5lcRUc7VxpGBIm+2NRPqHkCUNDjF2vyaETUB9Pjf91wD8CflQ9+zbgF9fr9XdXVfVt7d9/E3gx8Gntv+cCPwA8txUU/hfgHsKx+F+vqupn1+v1I6WGJyy5xHV3gUTNOHDe/fbYiJ4kTwgoETFvAd/OARe4yYqaL+QXOGaHB5/8Dg6fvMtDn3FHuJqXXY4fbaXKScN0tmCPR9jhmH2ud+f4bbRxaGvdkQIPBF8REgT0BbExGHCRLO5J03Qafi9lr6zLGpjEfPzeGMUxLTMDKJvr4nj3NTW5fnlImNCfJTfNMTuO9u4Hedr6I07z5HkMApzRcMwGq84SpMfHEzLSdib0GViqoVlN0mp6YlGw1yFrS5NN8FR1dfnnw3Nj7t0zcFoYM68LfGakwTJ3j1DrscmdytBrzwpIJUYhguAhF1vcUyEyt95KDN0bK69v/eQ6qQKk29LjWnI1DEHJauZZboasQ7m9q3/T5fv1hzaCoLTmmG1EgLXB014sw9i4BotPeYyG12ypfkszSvBxY/zr9fpXqqq60zz+UuBF7fcfAe4lMP4vBX50Hc4a/vuqqvaqqnpSW/bfrtfrDwNUVfVvgS8CfrzU9oRl7/y0TmMKdBPvEQOBsWZI8SNZeOkPvpBbbHYLRxjtDkd0SV3MLX1/cPEym1sL9vcD49/jEXa5mfjfP/0HvwGA+7kDSPP7S+KePQ6YMecrf3BCzYqH2EoSs2iCFRMAhTam9ZxJ3QpIs3knCOjLeiAIA5tz2JyHSP3HLT+iBy9Cbk2q1Xja3Pk22n/IzB0++xqDzKmsgz5TT833mqHZC59yAgak2uDjf/z5AHx6e46/9F6JGHuCi9cH730Pcj74F/341yHZMHPuAM8qJiZYT5sZgrHz6X0KeGOlLTUlbTI3lscOsR2j7Vorg2dlsxq2V+eQG8tnqn3apscF+lYsmwZawPOL546Eanw8XG26cs1YbYyN1CeCvuCoxya8l+YHsLkCnveDX53UJ5YUOw/StrUm2dgKz9Vhx7akeOSOgpZM+0NxLx481j7+K+v1+oPt9w8BV9rvT4ZW/Qnw/vZZ7nkPqqr6euDrAfY+5SL384xeGRvYFjSdPsH3Nl+JwINvTtu5KwZtLZh2m/0y19jlkH1ucHhlt6tLM2Fh3Fqrlwnfu0uyZMWgIgGbiW161yVqljygtBKbsU+nB5ZYAskfMGVOXTfM6jbYb4TUL3EBEGMDrNDQjVtNchGONn17mo+N0Lab39uMuTmyWqCuR58HtwKfp615x/mATmNMyr44ZA17WyGy1/tb9yEXdBX6kiYX8YhyqYw149/5Yrl57b093OxVxRo8AqnH29tzOYFCr4GFEcBybUcclskJHG8sNQ65unKQI8xWGNP0xtNyS6dNNJR+0/XE8mXLpe5D/PtjZzKeEOgJWDkBTONZ2hP6/L78LestJ2Dt37XV1nPQ1SfjZZVDbZ63fde+fYtXLlbICxaM+Pl5VlKBJA001ut+aE081oy/g/V6va6q6r9aNqH1ev1a4LUQEvhAPmhCS4sCWsK0fktZEPK3J5nHuuMQv/tf/S4rNvi0L3lGN2k77Xs7HLfn9I8Si4RASPG63TPNT2i4/q/eRs2KT/+Sp3XMXBa7zT71W//qAQDu/pL9RDrvnedvP4MAcNwl8Nl5NPjyq0dbxLyjfbnz/BPzaWHSnu+fAJMVF+qTUcf/wt/5K3khPRaoBYmxRFUy+Ekkvrw3VWV2OOq+e9plaNMGDNX89Kt+kzUbvPjVn9P95gUHaoHBS3IiZXcMDnF4+4KNxgVSwUbAvvObr/ppNljz2a9+SW/te8zTG19PQ7I46fEqZb8bS/Bq0/9cUF2azCXmv/SCUjV4GpkwORmTHmNrnLGp+xqmQFJX5t00FmTZowF9BjLeLabH166Lftrm8tzm1udUsdohoULj5dUrwlXYu3PsvL/3X/0OAE/7kk/P4hdTCEehXZ9oCWXC35p2yvXo1rI6ZjxO6xrRz4feD+8+tnCtqqonrdfrD7am/Ifb5x8ArqpyT2mffYDoGpDn9w41Irn6ZaD0QNuby/TFI54GMhRI4k2C1P/L3/sfadig+pIv5phtHuQqR+zw4Pwqhwe7rD50Aa4TGOZJ++JW+28PuLhmc++Q3b1DpnVM5/ufv/eHqVjzB1/ycoBu0e1018EcdQmM/uX3/jIVa+74kmcDaVpKueta6pW/dzhmVgdNfzoLi3jy+PyG9AQrGbtGEWtPeo3vpNK+JzXr3y1DPQ1eKX59/3quXc/KUGL8MbhvmgT5ven/+GkAbr361b13cgyupCn2tbX831rTB2sWTTV9ee93/o97Afi8V//xrKk/N8Ze2Vwf7LzrMdFg081642CZsX42NGfW356LPfE0OA8SGlLLOOXrsOPVjUFdzrAn75ROgNj6vaDH3BjZ37y5zgX82fmwwsgQjLUyDK3Pn/7eewH4nC95QvKevJuz6OUVvb5FwrdC5mlfDn+7vi0u3u2bOXisGf/PAl8LfHf7+TPq+V+uquqfE4L7PtIKB78AfGdVVbe35b4Q+PahRubMeC9PB/qLPGe60pr+kFTlEQG7kXeZs8ktNgk3QTVMeFZ7hOR4tkNzpebwym7HDHJnubX/TGIE/qA9d3+Za0m/hXjOmTIlXOu7puqi+jX50v04bH+TBXtA37eltYmA17xXZgg0AbCExCO6OZOZvJOfi/ImLW0Wzydvy3tmYws2MlvSNx+1ORggWH1ER/D6AX1mFT6nyW92reaYUE7DsMTY5nZfd3kHbs+2kbN4lPAcg+tYf75l+vL3UBKcHGiFQT+zybJ0H/5rMrLT4CmfnlAn+JWFc+8kk2j14yEnuOfmzFsnOXqdq2+IoVrhPHyvOnpr8SrhnrM46aBPwV33p+Svj+0OCxul+RyCj+dxvh8naOuXqqp6PyE6/7uB11dV9ReA3we+si3+BsJRvvcQjvN9HcB6vf5wVVWvBv5DW+7vSaBfCaYsuJMHRjEQPQEygVbL0n6YUE9eM1uqT7mdz5oqpd5tE1RnNRyP6QrxqVjzdN7bI9T6sp6ahn/NERXr7oIVaa+mSfIcaKbu967Fob2eV3L4i8/eBt+F7yEAz2PIHlHNbYrc3Hlg51y35QluXr71HKHK4e6tA31pk2Xkwvj3OOiIVxDAdpW5sX/JCdgLV/rCmI+vL7DmNDHJ8yAWIDkbEqxIec3KE669PthxzBFa7/e0vnxKVIGS3zwnMEWXXjwqqteLCNc5TdCzouQsXPLPCi4Wv1hfSvzlXX2r4M12HdmTCToGJXet9RCt9K2dfeuKTc9cAk9o76/t/pXCQ1YWz2r0KCFb5rt4Zo8Z5675HQqobQjprS3fsLkRUtdI/3ROKDvHMn7rZpBxOg3z/3hG9X9V5qfPd8qugf8pU88PAz98mrY3WCVJajyJbiwjgXzGspx0KO3qo3Q1wYwUiEkoFxZYGqBiwfPvbHIrmO95qDuOYu9UtxtwnxsJYe4vxLgYZUFJHQkxnoX+z2fx6F+Hq0nyE04ChEVdSslr+6oh7wIYNnENRcZD3JyyXux8lgLIPIJgGb6+rfGYbSSbI8AhF7t3l9QdM2+IeQZsas9jdrq1JAIA0AqsvjnW0/TD03S8l+1TWe/iBluzwRp4kKtF4m81myELxGlBGLH0S7tepL85gcnTvvSY1Cx7LhzPNegJhp5Qpr/HdjTDkPWSHqu0NMVrx+7vVCnon2EXS2HOmmbpY04I8PCAnOuzbDHVn1KH0MeI14RDJwZFz6cGy5DT8qHeFRtUqn6Nn47u9wSxoXblez+4UtbmDHFoWWZe2iP2N29/5fhHrOMMQEPIhmaJEugsT+nZby1daaIffvOPyoQjen6mPa05PYt3ApEoyW1uR635d8GUA/aYM+OAvc70rwMQO987c07YYoMVD3FH145l/LL5F0ypWHfjkUa+Bnxy0d/eUrKbX6/xpk4lVM20clftlgiybdPTDCzR8iAXgDZUXw4sPvYecTHtl+pfK3wgMm5h/EII5Z3c8Sp5N2cxsSZ9XR68AK1Yx1LhCvGu+pKmYYXf9NMPXhtjZZGyQ/3S7Y3B0avfc2HNOoZ63KMbtr4glAQqI6c7LMQ92E9F6+0JT8AC/3ZFi5d1O5XiJyJe816dORjSxMdGuWvcbHBlaV2M0XylH+/lo1SseQG/4gosOXpi116OhpQEJ9tv276d2zF9tW3l4Excy/up91xa/8/3fVn3tzdJmgHlfDT5v/MBORquPxhcAztX95PFfMhFFsy6yP1jdlpGH4LABCegY/bbXTKfOesHPwDA7Vcv9DQsYeIS3Dd/8GE2WfCkq5s9oSB3HanHiEsM2dsgY4L19FiWiIxHoCyUzHG561P1JrNSdNp+n3mnZr54Ja++qld/6neuve33WVGx99y7eoS47+PPZzfzmKz3e96PW9bQZUyvv+33aKjZee5nJrhq0GtrTHDZ0BobI9BpsBHZOfysa8syOY2jB3ae7FoLZfrzedymf43uPnucMhXKx0BpbQiuOYagBUvB2dZb018b/TZK+QPGJ7w5zZimY5DSPv1M4yVtffTBkGvk9qvxgqzcWAytO0/gs33U9Qk+uoc5q6t+N0d39HiIYvUD1Tef3Wt5bzHp0qHqQctNzBB4GsCQ5N1Qc/vVi8yJ17he43LI4MdVDtnlGle4cW0/JPA52NQNwt5Jl8jndg46M1hDzfbVkMrgpsErHEELgoL09dLVbWZsUCvNwi6Whpq+ABB6Eer387hPW0Jlf+tLvGVNzT6Pz1LiXyLMYzap1ppt38dojZ7wKHUJ8xdzfkwp3HQWHLnSt3nuf0fDhPe1pn5xC9g1KmMMtDkXhLGm16uOiYnIxVno1L06ba+sB4CnPvdy28aDyXoPOPrCQq5NPbZj4gEsET+t22AsExU8tXbsCWK6rPfdtjnpZtZf6/LugmlWOPCYcBiH1Ppi8RCFpu7mLGUy2vZmmcuYkytem3oMLI3MKRG2bd2GbUevr7EWnoRuXA3fP0Je6cgx3yH8PKEdUuFuSLGwa72/19N9Ie2fm/qBLebcxbsTwmwnTiAX8OUt+CFtzC72//QT4e7nT3/ZZ1ITtHA5F74tufWvHAVN/4lB06/baLmdOpjvwztB45cFdO0n3swGK/7Iyz6byKgDk9jhmCkxAc9/+onfZsKSP/6y/eT3CX5wX6d9NG3swcmtgFe7XnUCnmqZZtzzsuuF52qzmkt/Tuv7P400rrVAvfnFn557L6wZP6OWLpfiGFrUQXcNky5Pw2Vlan3DX/0l1lR87vf96Y7JgJ8MJ2d+9ohnFOjSS1pEm5RnGv/I6GZJpLPeJx/4q68B4FO/75uyxNsDS8Tsu33B2WcUJcaqiZ8lzPpdj1F7LpM+7iVLoG/i9taOxcOOv34W+x2Yv8ReDAk9Hq4L9T29fdH3V2s8bF2xbH/vDO1H3X5JIJQxrdteW/rs9VE+vQtzLLz3J94OwN0v+4yk7FB/9NrUArldM/o9q52LgmB5kq3DE0BygtbY/XgmGP8tNnmYy6506B11gXLQhs3hLb/Je/H9lMC94wf+A2sqPu9lT6Kh7hK+7HDEvCW0oiEuZtNkc+eCdgB+4wd+gYo1z3vZU7rf9ILUzPzeH3gPsOaFL7ucBCpNWXTtSdmmFQo6k9mySRh+ZRP1NFDN49+b8tkArKBedTPSDnYflqqMDH8uIZAGmxyobr9P4ndJBLTYCqcM5jOf8FghQf+mv1tfqZTVkr2un25cJ23gUPj+Wz8SiM+Xft//Jx0KhwloyBEojyjkNO8oHPQTC1mmKf36zR95AwAv/L4vcZm3hpzLzNNMtZbUULdEcTt55o1FnwGXiV6O2Zbqt/3zxtDi72l9sc7hjJcC9nTN2OA5j4FoGhLHwxdIchqtHS/9nm7PA/uO1Vit6bskoGq8vN8866sVKN/+A/eFwOiXfW737lCcj10POXwtD7GJw8QqKGtd4y5gXT+2fW8sBa8SnAnG31DzCHtFCT4XdKMXuz66Az5TKLkMbhI0u/u4p5tsCfyyC0BgqjZprRZ0oxao3O42Z6r6KGLJwmj24QTAHgdYIUFS9WrNXzL2JZfzhI7KAKVQ02O0VuOf19rEnh/LtNpxkqxHnDQBK787SfASs7vgl2MYdh4Pudid0w8m/Wly1a7F5RY/BMBP8lK3j7kYkrFM1wqj8lud/BNhZd4jstJXGSM5m+KZ9+Vdz08u8yBJjGyWwJQ5lXMjlDRvi3tafz5hjLW0aBwtU5GxkLZEIdD1aGVAC+tCxC1z8Jj6aV1O3nof43fPCRJ2PIeESm9sdB2lfWzrLilRngBg67F1e21utIesheZ5UIpHKu3H/g5LBSZNc3OCicVB41FaG0N08kww/pqG2zkwPt2y6dYS2wkNMw7bd/qagpbYclaDCSH5SdDwp61GM1E+4WhBkPdjPcvkuV4cVXsgTF/Oo5ea4CxXwFasOWJHEddAhLSW24hmU9fUdcN8tkwu55nNlRDQ0NfKW+1/s4ZNgEm4uAdgPbnVuQG09t3XKvpmWk2E7XjbMZ8QkxCFXvp55Ie0YV1vTguI5cJpC9nEkupXzujbLF4NNe9rb+fTN0Pq370NnWP2ug8e07JEIwclLbVpj0C9m2eYNaoFCD+xU7+dvNZYescGaVofqzdOOeuDh89QtLvNFhj6LBpZ3yoAYT6OlYKh16pN61qTuty0iV6vDe9imoBfHHd9Rbj0be4KXfkcEDmhwhNUUvdnHGfbt6G4FAtjaLVX3hPcBI9ZmyL1Dj7YlZXPHMP32s5ZWIfwifXkBeb4/nBckz39kIMzw/hFwwXftOjdqS4gzMVOVgzU8Qhz6oeWSVtTdUxgp73tWrTCENW/032X38KG3KWmaS/vPewC6QTWBKuFBPwFASDgO2PRbWgREvr4Ne2nMIZIQLtrPGs6X/yyDounCgOB4q+dn9/m19dgc+1PmgYZ3rrrgWzWdJy9xDSlTSXQj+ewf6dag8cwNfGzZ7p1MpR4PDMEcobjmWlQ34JwgZI+x5+MCX0fsef/7/mxnRzuApLL3fNNWu28e8cwT9H4L7apnb0xnjNNPnV/hsAjet6+Etzl05qf9XvWZOyBp0XmxljKa6G/hL9tx7aR0hArPPUvnbEWA8swSkmDhkzZHq5aWYouLTlyOjaRzvDRT896kGOEFuwaKWnCTfcZxuIG+wk/EHystcEqc3o9aGXFE2g8GuLVY5VOq+jZunU/5Wi6HB3PwZlg/AL+XddyAUNq0tUTkzOLCuhycRPFgCq9MQGutKl1hXgLk9eMQuMKkXBtd8f5jlTg3jEVIRWwNRd5R/Uq1lzlwcQNUNOwMz9KtXnx18unfPdA7VdhDN25BMcdsCn+98kqvLu1gvpW5yJIxremd4sfKIsDfWFDZwy04AUQ6jnXm1ebbe31u3I0T45e3uAS89asH+I1dnrH9+KQ5H33WmOPz1JNdre1Pukbybo5r8spWoeIryaAXr9FUHmYKz1m6fVD46/7mw9UHD46ehqLhTfGlnB6bfkadt8yNQYHwbkfs5Me2fPwyjEfjw5ZwcuDMaZhb8x22kyl8mnnNK4Z/3hs+ulbqizWWgiyTBfSy5v64+1bXj0oRcGPm4+ydm/Xibynx7lkYcrNT27/DQlLZ+Ic/6fc84T1N9/35e5vVpuxE2KJoAYvXaqnAcm7B9fD4ti5lJ7NtwRWS9c5oqjh5vVjalbcdmmzY/b6Ol3dr8PrwbS1f6lKTFKlRawXUM4/KmOl36lJ3QMA9bKv7Xfvq9S+kEb/l45QecykMXOmN583lxY8oi9avT6nr4/s3WCfI3a4wT7X2eeQ3TYB06wTAHrjQ8P8/gcAmN11Z9J2jgmOZY6l8emX9YPVvHERfHfvusMl4F6dufp0n8J3nalN9zYS9hITzGmbHpPLvZM7CSDfcwzTs/KJcqEx1XNmTcMewR4S1PRnbn5za8iv0x797FvK9Jzoy2HEAuDRLcFDP9f9K60lj+layB2tKwXJzq8HAXrn0g4eg9fg4acFufA5d/flcJxOao3Ryd1kDdnryaV8aWz/QfV3zu45/iUTrrPfYwR24Cf4V2hqU6tedNvqLHVJYu4W66VQ5kgxFc+EWNN0UrWur6G/uWoaHn+pJhjn47l8LQkLYQGYXQp9OW7fnTPrLZyhfOJjoaEO2nwNzIbPdHsEBvKE2I6x/vQiYEttafC0XWHukmBJgtQ0Ybf+tUk7j7I+cm3u3HW1w0qDDvjJ+f6kzpKGF8oNa8DyaYlrj4jdtd2+9UivjDAwSTSlhWKLy5CQ4bVdAo8JnyamQXDQ8TpWELfXZUu7nvvE3v0e2vEZdcmPnOLZF4R0G1MHH40jlFPq2na0wJsTLnKMLHU9+Dc9em3L+7ruNP6o7lyic2UdtQG4dk17mUzrS31Bws6XjPVxe8JELHkBHz/zqHwvC7t+oGlurQqOGlc7PoLzEJ0+E4x/wpJLbeAUlDed+La1RXvGIhlIeU8SbNxUZb1UtDKx73ndW9hgxR99+WcWJ71kIpUF3bT/A7z9de9kgxXPe/mnuRtKL7Jfet372WDFS15+e6/9slS+TOrMgbeBEmLQpO+Xzu+nRC4ldDnQm0bjmt8gk94YC+R8vfZ0R+6ok/dMnxaQ6PZ//Rd/hjUVz/6hv5TUr9+72ebJt5eplMfCFxLGHFmS94VgQmTq//kvfle4FOqHvqXXhkfQ9LoqadMeePvOe9djvmL58oSYoTa1NmvnolTPaYTXYQHM91Xb97x9XmLoXptDWneJ2ejPnMVC2hWGqftv41W8tWnXgSeU2vsQ0nTkfvbI33jdf2LFBs95+bN6/Un7sGSPg/avG0kfh4Q4j9ZrOq/7N0bJsWsw9C+d/yE4E4x/RdURXEil5tylG/J7KN+fSMhJzuG3XRN8M2POG1/3NgA+7+V/BAhamib0gTGkgoMXZ2BxeMvrfo+KNZ/68hd2bVlTv1gn3vC6dwJrXvTyTzEEo68RpISkTjZPJznPF9TLFfUy+uFLiXw0eEl9rFWhVht5CD4WZqjf9YhkFPJ2kvkRPMP86eN8U3Xl7k6SjrkhxnNoYve+n/x7ANz2Q3f21t+QlWMMsbd9D0RiHFNJ2wlt/eZP3gvA5R/6GsVoo6YPKdHV4+m1YdehhTHzqssNjcPQ+/qz5MO3DLA0d/a5zf2gywjuddd2ejJCxwtZED9/LitlOj5918LQmGnh1SafsTTWa8fL+V8ScmwdU+SGiOHoee1ey1kp3va6fwnAU1/+gmQdS5ncWvIUtFSwTRm1PpVREq48rT7norTrVdbMgvzNnLGtMwEV2heSmh3zgSqxzFgzaTmPejhvX3W3nHkChiUQ0p4snLgBUuIaz+anAX1T0uC+qj1SZyVl6F/OI5sgvN/W02bw0357CExdjuaNAc3wPa3bauZ6HkqMYCyTyIEV9voR+/Fst5eHX5/OOGS38/s/zOUQBzDfZ34yZXEyC6mZlxNYhbZ+4/7PS5GZrGESJKqNVqqSTI5NK02tlnWUrJaTUB5679STJZNJQz1pmM4WiRYPfWFWE+MSM9ACQ6MYmf19DHh+UKu96WceLpbJ2iN/uq3cmXrdpxpfCGg6Mp3+7lmlvPzrJcat24jfU60wtxe2R4x3yVddwiH3bq6ukrVhKKJ9SACwwmjJSlli4Pe20e938kAPV+1e0HEMgrPnvioHG/oCusfMS3OQA93fITp4Jhj/ioqQna4POS1EQ878npYJR1tygSG2TdH+ltTc4BKS5OUR9jhmh4NH91guaxYn7dGZlnjv3naz0yfDsb4FN/lxKta8k2e5jFubPI/4j1TA/dzVCQZWepYof0kPPGXhmvCSPqkI+mZSdww9N87WfO9Jr2NAM6jwfmpSt6cjwjspQbAE1dPQvL+tOyfc2BasLDbAqEvQNJuynNUsbovm/H+2ERjZS+9Kb5vOab+WsWmtK7eOrXalmV583tfO7XcIR0LB92FbQqzPa1uzuwYr6No2dZ8tE0/7Gec2tNP3KVttVLfXENM3ezkI7HzadZGWiXEBIqro8dcnasZcyOMJGZrRhN9OT9KtUKFhDKMX8GIKrEVI7y6bpMmPr0qvtZb4Gpv8CfrZTbWwqPe59BnghC1ArpjOa/fSv/h7Knw22L2TugHludbGS7EW9t4EO+d6vOJ+miZ1lOBMMP6aVXf8ySNuOVNKzt8yJIXKMwsbrFi1hOuYHR7iDo7Y4QHu5GC+x0fefwXeX8EJIXBgAlwEtmD1lFvUe4ERyzl+Md8LKZb7oyXJ6Yw5F9v7AOR2vk2WwJp9rvfMb1JfvAHwCK3tdxpgq+2LeT8cq1uplLorurS8OWigG+pJehxPZ/rzLAJjiON2NxvxXf964Hy+cGlHTHhByq8TcqVN/fYcv8yzRP6LO8AS7aa1BL2TZ3XvQ7Q2aPwibn3hThI3lQKp7FiJ9ckyLr2OrZAgkLtCNvwWfew2UYvH+C1hzp14kXGxhDfXRyvsl4iuJ5wKHjoRlK3LwmlOA+TmKCd42fVgLTY2va/0Vb9vrVmameQSm3l1eXVqnBvCpcVemZx1NCeAWPBy49u2h5LY6PYO2zwpPl7TXvkh/ATqdhVZXPvCct9qLGCVjyisjp8jC2eC8Z+wxf3clWXUuU1iB3BM4It9ponjlAUrNriDDyL58RdM2eWQo9k2N5+2y9HT0sxewrD3eISd7ireSOwBfpeb7Tn+d3bv2OAmId6bhHP8l9oAFSHomkBLm1PmnQ9/1tK4KqcA6Cx+9llulTXxs2rr30TO/0umv4IAoQQH6J//t7h6wgX4bocoYfcZr9VGJDnPDS5xxDY3uKSEjf71vDoaucW07U4Yc0k25TGknHYpTNxqXBCZgQZLwLRmljuSZImdJkK6nIzXEZMuqVRJu7H9Exg6BWIhZ7HQ+16EY9uPklXIqz9A/274IROtpSGH7Y2MItxos7JNJlbS5r0x9kzdus8a3xxDH2rXgmepEXw0XmNiUjywZb28K7m1kjLbMDa3WmpzjcuAPw5e8KHtlw2A1XXlhIScy+I042H7pfdxCc7EOf6r91xe//X7Xtr9ndPY9TMPchu8TBwCzJly86hmziZHO5dZMOU6+xy3vuDIENJMZ+Kj3+m077mS8tvNfdQm4NmJJtjc+fzqKPi0Lu40Xf3pqfT47o6yAGjhISEqzfAitTftlYi3haGyYzZJ37LTtyJ4RE4zIs+0u2hn42Y7fw9xB4fs8hBP4mGucMAe15orLE6m3Ly+F3zwJ216Iy0UffQ6TNZsfMoO9aRh5+JR8MXXXiBUPyVuqCYlIlLWD9QsPRsWik/as8+Pu9TXgu3Y5XydGuehefR8qdJGv6yvvefKeXXlCLU98pczOXv1l3DR4Al11rQ7tI+GFBzPf57TFj3zu/e7LqNx8xm/bxUtuW+82BP7Xmk/Nwmeaq6P2vimHTn2mdafuh36cSL+WKb7yAtotLjkBPoS2Lq8OXxN9cqze45/zpT3caejwXtaSHqeH/qLXi9mT5JN2w7E8Zht5juzLvgrZHi7vfPtd2fE5+llQdNZYMJyhe9OexAs2Qw7oe2bSkiYtmW1xWBCw/bOsWt61cRBftc+MkgZpwQ9LdT6jIs3LGDvxqmhoKZS/nU9b3rMpV6P6XltlDQxieeQ2mRu3svTuN7GYni4aU1gQsM+N9jlkP36Bs2FmsMLMZo/OUHS1DTL8G+5nNMsJxwe7PaD9pZKYPCsLhPnexscuLG1oJ407O4dslsfJvEhsj70GMRqLDFr/74UxvbDI4i4pynlmLJuY8xZePuuxiMfHJZ3xXn9tm2nfexbFUo4lOA0wrCAxyhyTL8ENibD4mxNy54APMS4ckzKg1JskI+/7zqydXhl6h2bGVDfVxDvOGioOwWtpCiWBMhcPFNpb+Rop8efSq5BC2eC8W+w7p3Fh9THG/7u552GPLPymBL0J1K0xfu//15WbPCp3/gngZh2dV/lGLCuRI+x6QVa0/A73//LbLDi7m98TvdctHcRAoTAv+n738uEJS/7xr0sMewTgdijtHxfkJoyfpMOaXJakLBlbB3piLcCTZs1EEhOIHTtmJS+Nqagoe7m5k7ehz2GpY/xLVshQfLyS6Dmw1zpzi4vCUFKi2bWMXuAk6/9H1mtKqb/v/+LerKkbiPzJ21U/nRr0Wn/220UstaWrYbT4di2Mz+Z0iwnHFzf48PL/a6/G5OG6dacyaRhurWgrm2E+7JrU1uHfuvPfjcVcM8//6sJg5F58DRIySHemwODu10P4kUvaa7Srvep24GYe0NH/PfryJv5S2t7rEk310buCGCubo/GeMGssQ/9UxO6buvmyvUl1FUWvj0BxJbXbUqfh3znpVMGOcur1rh1JlOA/+f7fwuA/+4b/5sOBwv9tTTprR0f17JFxsvWaIUBeeYpNCVhVsr8WAa3M8H4Z8x5Gu9xN0NJMi1J7iVJz3t+xA7//vW/RMOEz/7GezhklwfENDy/I2h5J1M42YStW2ztHTLbWnB5do0djtnjoGXi85aIxpv8fuv1v0PFmmd84x8jWAdudu0KniKp/rvXf5iKNV/8jVdN4JU17Yfc/d11vCcEn/z4IN+4umq6AL7cmf5uXE39upz1yZdgWQcmPq/bQL5Zn4hagULPoUdwa5ZsdwNwmLwLqUlW54cAk9ipbuMJZmHLf8Obwv32/+i2v5zgULKU5ITLhJHWE5q6PUlAtMLkGIOGHEEFePO//g2A7rIpC5phaVafI15xLy2whE/G8bgwNzlNSpdJ8fvY+26ZpJf/w/bXfk9xGdb+EiaQuYCproctHj6DLpv4TwP+nGLwGE9Acm4dT3gq4evhJT75t77+jVTA477xq1T9fiIzb114Aq/+zVuLObdiDobGbkwsiYUzwfhvMeFhrvQkJA1DpjZvAksD7m2kJRNWbLBsJbiLrRY+n82YXllw/Og2RzfbVJAnM5pli/ek4aAOGrrn6xfm8gB3Jr9pk+4eB8yYs2QTWHeBYDpYUCwe3eesZjoLAX7T2ggAscO0HXYvygmfMUJfxm0oiljG3BPEPKErjfiOxPI0RFzqKgWV+QRo2G8niXskEFCS/ITI/p8F4C08P8Gt5BbR/dXt5HAdIuSelSenjcolPTfY7/o/Nn5At2X7FHCOc5Hrf97i1I92tvvaExrseFlm6WnHXlCZ4FyiM/0+5AO6BJ8kAU9d1kptzMcYulWycOQsdBHHfjR/qS+l8col97EC+ZAmPTT+Gpe3teMlF6cNCWu59WQvefOCAHV8TmnP2HGxbdkkb9Kenr+h4L4zwfjF5zoGhhfV8JGJnG9nyoI1FU/nvcyZss91Fsy4zDWO2eH6hX0OLtzOEdscfGQPgKObO8H8e1tg6HKGP5rvl2y2ke8xpWTE1y6SFRUb9M1HM/R5aznXP+8H78mKadTnEpjHK3rlVr7NdhjWWyFCfz671QoBTUfAoomr76sUIja8gdMNFj8XvbJpV7QZ2q/famCeOdZelaujs4/abH5yHa9cwayj+/VxPnss0GtXQLt73DzkipDo/g4xTikrdViCvNEmgXoa7+ntgxKz86woJb+nhlxwl6ft6d/tEUSBktZlcdB313tClR0DWdfpHsut4Yk7r3rNxYtaYvKotHxfUPHmzdMcS27M0Pc0G1+uXA4nK0gGvHLXBPtjMQZ8oSXWLyPgHeldU3HAXm+ObJ/GWI+skKK/1926CGtDHzbUAk7Eu9++VZr03Cycd3JwJhj/LTa74xrQJyKWyJVgKGhIJtQzAa6pWFN1kxPqmrfa+KLTzBsmNLelmqWY+fWRPtH+395mH7yL+w3jjsxc+2kly5/8LgzD8zmJlr7Ygma5oq6BGeVrcpf+8xmwXK5oJivqSUMzqZnWcxomHQEXwiaJOf2x7m/oUvS4hRyzSdOc5q9f9aKul9Qdcw8XJsdLfSyu8q6OXwjDFvqgCXyn7Tkm3qYdr7puOGLbXdd63DTOHuTG2Zo8Qx1r3sXdhf3gC8ieRjVOs8pbVfT85I7keZYIDyfdTyHMuo2cUGbb9sCzgOTM4zXx/LfEdYyxMHqM1qNR3qcdC0/bPo3AZK0pOm3trGXBwbV4lOCuob8Ocq6RiI/E1JQsQPIZsqnG33ICkxeXkFMG9KcVyiAfO6KVIG/PiTITr2gvW3BKcCYY/warJLhvmWEUFoZNM/nzmjY6/YhtbrHJig0e5CrzNghMovpFM9RBI8Lwa8K98OHcf2AmMxYcstua7ydUrJP2S5qX93uUJAMOYQME0jerQ3AZM5jNxb3QvjfC364hl6JXQAteDbGs1nxyWqEHp9FIvXZzecnzzCbkQdjhKCEK+v3YRvh9gzWw5i7eDaRxAd041b5/sES8S5eWWCZjx8pjhgK/1n5/Du/oEbaS2dqaycee3LD1aEEtEkUZB9s3/33LYsZYKjwhMK2j7F/PuQG0AKlhKCp8LJQEOa8c+MdEx7YjuOc0V8tE5207EnhpQStQdj9ql54O4AP/RIjFVaxXWugQQcJbk9KOHLPWkf+2r5qZa9D0K5dxM6eYevV462Fovs7EOf5PuecJ62+970uThZ+Tgu33Eug6cr41vWjFtCvpJ4XxS5peOS4i06ylz22OmLHoPr10nyIkyIKZdYtz3nsnlk1Ng6G+mJdfZ+kDnamvhbGxOkrG8oL8hiLsvXkZsxl881xkxmA1fRuUF02DVuuzcxzr1qlGdzrTfo5wWe0+J2R4FoiS8DpG69Z/j2Fc/XfST5uJztZtcc7tNZ9YlxmXHSdbX0kL9vpnBTeNbzo2vgk9x/hzRDk3Frm1nBtHrx5Lh/S6649TpCl991HsozaXe64Zqc/iVOpHisv4mJDcvh+q28NXj4F+FvHNj7VnGfQtT+NSV0sbdi2BzdLY9NoBeFX1vWf3HP96RK5+6A+63eQC/sbdVb/njwRKPvcldfe5zTHHbHOdS9Q0HLLLAXsd42iI+cNFm9xuA/eCUBAT7ECaLlVcBFL2YvfOUVJmrFS/rOOiSQSAhlQImEA3tCazXv62vrp3nA7ymr0NaPE0PS2ERdQalmqjaCI/bS1D2pzWtPqIx4ShLxw01GxzxIIZOxwlRNaL2s5pkTn/qw3uk/rt/eRyo6AX0e/lEtBQTxrqOhUgo0l23o29ECVvz6SEO+6+UmCdBY8xxfpTAqqf5YLyls5Yexa70kkPD5/cM4/BDLUjf+eYm9feWOHCe88DEULFbK77MmS5yDH5nKtC+/79uBX/LoMh4Ts3XhbvIfD6avssv+sxygXKevXadWL3t90rHq3T+JT6HvA7A1Cxzk60NT9Gzawf0CNQkuTlb2/Tvvl77mPNBvd8y+d19eo2j9lOCCekiUxqGsP4b1Kz5He/5+eoWfO8b3lub5PYJDw/+z2/xwYrvvJbnowEmcyZMiOkD5YAlAkN1FDX7a1uy1jHgmji1+fkk9z91iowidf1TprA/PXRvXDOfkUzCYGK+speC7ZNcNoVdHMWCXPUEKIlwt4VYOdRM1phsPIp7pqg6S/aY5T6eF+fQf/bl/wTAD7v5/5GQsgEcicecn/Lu5InQoO3Lpu67mVXtARMr6XfeMl3ULHmj/3cNyXrM7yXEjHPh10ioFa4ct0ePWIbhWpP+7F9j22mGvMYbdHioHH1wD7XrjzbDw3CCNNnfiIdD0evLymV8nHOuSSsVWOsFl46tWNdqaKAxJNGAVNbn6wL7TbLabze2Oq23/M9PwfA07/lJT08+67evgBS8qcPuZLTstaSNHyCQuPpBU7mFAc4I4x/wSYPcUePUUPflyWR8aWB9zaP3lT27LK08b6f+x0AvuBbPjN5R7TMKYuQ4IVZR7RlQcimkON54RKdENR378+9k4o1L/6WuxCJWQcCbnPEHgdMaHjtz/0uFWue9S03kg2hF0nnEzam/jSgL02IM2j+X6blNu3vbd2b8u5kBfUqOf9v3QLNZIPFljG1GUatxzBlpmXGqsuVtGYREoFu7nQ0vxYKGuo2a+OMQy52AsK1X30vEG5MHJLYy0Jnara2TFD3194HL+Pja9BRI15Sc+NX7wdoY0xC7nsZw0AYIyHWloEh0MQvtLlI9qMlZCVzb5yjceZo3U/PMigMyOJailOI78Z5sCZzbW0Yqmeoz7lyC6ZMaLqYiEU3Z31hQzO4MBZe6m/frRPHJA2SFTz0WErfS21KmTE+fm8MBEQw0GXk84M/9x8BeOq3fJnzXqj3kH6iJ+vr1yeibD/HBGUK5AR+sWLp5/Ho8naRhnlwJhj/pGWYmgHExbkH5P1ouahl+W43hV0AemIn7cRd4nrSjg0EtNKsbtfLrKbdCAJaW9IBMLeYAusur4F3dlY261G9HTTi2bjo7PC9z2RSIulbT3JBYXoMBHJ+eyj7HXN4SdlScJuUWdCPB9AEWB9BnCqCK7jp3AsNEzNnsd4cA/A0w/BZFlS990vaigarNUsk9P08o/t9SCCxAkUO95z/XvfDaqt2nPTfpTXguQj8/pS1O+0yKv0uArk2A8t7HhP3Ajlrmm5/5vovbXn9yuFp10VpL9jn3vXFFkr0tbRGtDAB/TsSPMHLW4satCDxdtJz/PG9VGDO0T+9Pmxf42faJxtsW4IhgTm3T4YCn88E41+0x/m8oAkBGah+gE9g5g011vQmyyOXncyC3P38Pp7avte/ztVjjDl3gqRQXVFRse75yDRTl0VWsWKjvaZYymhdw7YNfc0fUu1/WV5jvUQ+4Z0+UcsRh2Ldhjh2OGWeQyo9W8iZQPXo2wBAz/IDqDladPEcIoDqoL8NVqyBO3gIfYXvGL9eiTidJm5Aly8JDCFzYUjhc7vKG6HrEE1ba2Sl+fXWtj5+6mnL6d/pHhF8G1Xamrq9/kZ3zDADs+DNhxVOdBlr3rYXZHn70Qo+Y4WFOGJpGR0TVIon0bTR00gXbSInKZ8TBP3xGifw58Z9p7V6lsrY+rXYJDlQ9tvbSkP5ciyD11ZuP3rxLCXcvPpztEwsah8LnAnGP+UWd/BBl9iPifocMjGG76m0aTX+OTMq1jTUPMhVjtnmfdzJMTtpyt7lBLbmbF08YufiMVfqa52pfofjJOBF8Dxih6o9V12zdM/6C+M/IaT3lWuKxWUQPo86oht+C+0s65p62dBMNrqc950/vWnN8zbQT0Fn1q/bq3YnQOvL79ZtIfOfBZ26Nxf5v23+tuZtq1lrBiHvacnZ0zC9MvqZZElomHTM3IsHWFEBVZfdzxM+clpyKdBKmB+kyWhKazu2F4UjfWlJzbI9fgiXebiHxxhtXqA0tn18+sy9BNL/mqZLs2wJsZTzNEULNvVyTkDX/bTWAs+10Pcjp8FtFp+cMOVZn4asl17dJQEilK+TvgdLYtTOZYyHGFJpP3m4yzu6rL9P+utRW0ntldPyvuTbKMU3jMG3ZCH2ThHlxsmzRmmFDtI1o98ZA2eC8S+Y8iBXe0dUoB/R60npVuPWv8un9WXKWXgxsQNMt0MNezzCjDlXeJgjdljOaravHHHz0V2Obu4w3Zqzc/GYaT3vou9DUN8xOsWu4HRhe0XFmjt4CNEibLIf0fAfv30cfPy8MznmN2kapie3+gF6DZGpy9+QMnoLNnBuEr+X0vqGz35AnQVfGvaZr3cEznONpHWVtUNbv/gbZe2kLoGJS6TidcvHTDZD36/yYNcXK6DYI34ixHgEwj7TYwMxkFX3q//OpFeXQLUpGqNzRXQLQ1pfOjdNb3zsvIe/o67mMS+7p7XwY/eiBmlbzpFry5vUrf3Ptv2I46SdG4u31fh9V6CFMdrmGCEolDtdRH6OIaWBdqmwYefEW4uCy5CwZwWm3BiM0XhzQgZAtR36cMDtSZmywNYPpttO+u4TR5nziyrodshFIvjo/XKT3Y4+6L5YHEtwZs7xf/N9X54sFu1L10ReJsALahHwpDUvGjr8nS4WPYGSvvUaV0KaXm5PjvHp9vU1qsLMdU5+YfiR8S+6wL6ZYvySs/9ie83vlDk7j54EXE0AX2UZvicMaNBi5AimD5HxL7aCXWBejztNoedCPj0hwJbT323Ano7UH3P8zgs4snEAOeFjTEDSUFvg33Xgmb0tc8xFtHtjbjUnbZYeiqSXcdZtelktc+NgXR593PLnoT0/tTcWglsU2vv4WSZXGifPNeeNSwm8tZ4TcGy/bX/69fTjknLH5rx947UZhR7/EigP5zHxFyX4WMzcJSFgyAJlv9s1lXPJavBolxegmBtrT5jW7jDb3t+p/sHZPccvGn+eeEQrwI46E2/NQgKWGOdAlzvgdg65yCG73VWtD3K1y8t/0l7OszFp2Ll4xP6FG8yYc5UHmbJgn+sJboI7RB+dvpBHcvoLgxdhQAcX1YSra8WE32n6cwJjl099Mc9J17kIVgiw5/nbVVbNwvfNWXy+2QbMbk1utQLCrV4UfzJf2iKhIB/5326ugQuChhi1lPPAStd6Ew+5F8JwpVp3WnfZB2jvB9BMKtdPr35PI5TfS2Usg7B9CpYvqSW1fuhMdTntVnR1b5zsO5a56bKlNgS08J+S735UuAWvzjjH0x5x99aX4JvD0xvjIQFyDGg6pxUeDbnYlyHI7Q0blW+FKY/Bxb/TNemt2dBWfkzs+2ksST/ozqP5ufkbwiNnZfOERP3ci92StQphn1uLYA7OBOPf5BZ38FDvubdxdNpa2hvstJYkRBZIEqRYs4uVvBdM+c1X/zy32OTiq76JOVNuzPeZn0w5OdgN1/ESDsndPJl2Jv9HbttLmLqWzmXRPvDqf8YGK57zqhcjyXrEzC+avlgD3vjqt7PBiq9+1Z1hMdULpvWCerZk58JxssCk3zlCaUEWq3cJR9Sc+lG4HnO1jFjXV/Kj5QiNnhsLlpB6hLlE9HJmNWsFAF+b/Mef/3OsgT/3i3++LdM34envOQuAN55D4I1lTrOU5z//+f+IijUv/cW/0JXPma713EiAoxArMZ+XNC1L6HN4WY1LR05b8Ai4HjtJ+epBbn2WNLW+gOJlEIzMTQtNEJPolJhlKQDM25c5xq7vnbD7T961vuaS5cHDyeIiUKpnSICz/cxpwBpqGt7+6n/NBg3Pe9Uf672XE7zGCFxDgpgVcuRfLltgrk4RVCENdByCM8H4T9jifu4C+iaa8Dl0PaIv1e1yWJT49AY9Yptf/cVfp6HmSa86BHZpljWLkxlc34SbRFP6xU1WlzY5uVjDbQediX+789mnG+6RX/yPVMDOq17YLp6g2euIcgng++1fvEbFmp1XXe4RTA2h1ybt73zB9GTlJ+mJA9CZ9LtxMOvV0+Q9DT0XXd7Njbk50L7TJ4opwRTpuMTww3u+ebBvDu6b/GNCn3DWVj7jDM34/V//EaDiDXxxr0zXRntJj2TYk8+lGtzJpKGeNExn/QxoHnOM45k+9/+O4/4Hv/7+blylHstcvLPwOdBzZYPnLLEbI+zp/o3xpVvwtMePBTzNMGcCFxztuvMEYLtOS0HG3px7TNe2pwV02x+B/xJrhcVR46P7aRUFbyzkU2IrZA3Zuyk8a+kHfvF3Afijr/qiTsAaEvhzLuBSX3WbOUVDlyvtSX/s8nh4cCYY/4w5d/KAu1lykxM1h3nyXf8moOv0EqNozblizWWuhQQ9F+Dwwi7Xti4Hrf9mKwBMaE3qWxx8ZI/jrR2YhSQ+x2x3KXoFjxUbVKy7iO26y/cfI1ZDJHnIDLjBiiN2lM+2L1F7m6SZ1DSTFc0k3LRXQT/gT5nh11vt+JjjfDoSX872a5/6aHCK5jROXXfv5jtnHdh4jCFikLYdiZXNhx4uiwq1bXNEw4QN1qxZcwcfdNdoTdP1ta7beZ9pIttnfLrvY5hXTiiw9Ye6Q1yQZI4UU6lXdux85giZFUo10dfHKTXov+UUhcc0bX1l/PyANCtcavDiKDxmbcehZEHycNfPPIafs8Bp/If7n9YLp8ntkRfSNA5awRJ6OyS4eTENVliQdVLTcMxOQsvDiZoY1W/jcyKO+QREYyEnDGnhpH81ej5y/79EKD0TjL8hmq70M0j95NCXWnWkthBhIdxWI5Iz/8t2iVkctjlhDTyLd7JgxpN4iAUzbty2z+Ft4YKewzbnv+CnL+nRvvk0BmEFrLtFo31UUk9Y0EFIWLPRXgi03dWjBQoZBx0FXVOzqGF5IYxTM2k1O20BqLvOAlC18QBb3V5fsZ6soD076/nkw/dU6x9DnFJi2CfmIuBAPJ5mc+zL+9J/DdpvbjX7jjm3YAOlwu9BGDtSQpnUJdc1P8xldc4iFRx1yuaGmDffngPX7eYIwxAhzo9xGNOq/VvcYp4Wl77n31JmhWePWZSIrIytxi/HYHU5y6Q97XGMoJfiMjyOsqYmNN0a1H21fbNgtXG6Tx3zMe3aiLTN1/AtXnrN5LRLj4aOcXfk+qTrsi4OTyAX8PI79DX84WvWJRmVxj++m8dV97UmClf2+LTud044g/JNggI5wVzjVFJmNJwJxi+X9MA4X2Z/AadLQJMW/R6MS5oSzuMvuk0M4c5tOVJyxHYQVJqaxck+y2XNpA23n26FK3I1439UneMP2MYAHWvqf5RfomLNe3laF/kvTENOANxsYxussJEsupl89hOWWE3MEk49vnazW9CLt5T3u/Se99zTAktajdUs9NzpzIu6jG5PCJCkZ9YEvGpZ/1UebC0zO53VSOOlmbu9WCm4CIKgJtqLR0w8n+qQZcASLvvcEzI0+c1lofTK51xnJaZk8dD4WoYYnpfXjz32OzF1hvrkbg/tuomBVeBbE/q+/fLc5MbLQnluyms59768WzJr63e9/Wz3hNdfL95Av6PnseRftzkqcuALkUuXWXv9tN/12OSuvs7XOWlxj7jpOtO4lTTro5d11bpL8mNwBmBNdWoC4Em88be8ZiLgmaam+xcBOutDyNs+5YA9jtjhBvtcZ5/j+Q4f+dB+SOazDPrVxt6j7Fw8Yrc+7KL29zigpuEj+6FvOoBRCJd4meUY3/7+mg1W3MkDPTNaTvOQ5D4i1/vjlTcPa4Egp5Fr0AxDMwSbOTFt3z+mpj8trjntpY/PBH3fuxCfiM/NHpPR/v004j5Ny7xgysaFLaDiQa4igVU6+Q9A09TUdZ5oWmFPl5E+eMKQZgwaNEHpXfZzIfhC7+cZPcKjx2DIDO3hJszBanNpWtjgz7WCgCW49ntsI2WAXr91XzzB1WpUtk+eAOeNgbSnBTm5/VDwse/aterFDchxxjCeodyxqSd9J2VU1sUypEEKSH9E6Nwr0IVSHRrscUGIFjgPX8/tammBrLPN/V0q1ixajD0hpmR11AwfUmufDTD1hb0ouAMJndDPdR9tPR7OEf6Ni/eZOMf/xHuevP7z932DOzBeAJOnwXsTYFPkym+2vAZN/A/YQ87xH7LLDfY7IeCw2U3e260PmTLndg6SID+NvzDy9EhiiqN31j+ai2PZ0Je+xJ8LhYMQbCfH5nKgy1i/nIxPf8z6ptgh86InBXtt6oj49HKRVKOzAXcacjfTQRqZLfXF2/uCqT9k8QsX9zRMuvwOR80Oi5MpyzYItFZJFmZbLTFpA/qS8TIBgFJuOktzP0iSp5Tx5LPPeScSoHQ8adlbn0NBUd4K8+bcWyde1Lq0Zde9iF26HntHwhhGZ5mDzGeY651kjCzNEJxrll1WTius6P7khOshX7vvV5/0xjsHJWbtnXKwz0u/p3X5GvUQeCeovJMvGo9SOzmt31vTOaZu94dHq7x4FV9ATNvVuHvUWMOvVS86u+f4N9C37vUnLzzvR5TK51CAko4GzW2kyFCmLdsOGv4RO1zjMofsdpn7Vi3B3pg07O4dBuLeTq9IusftTfHSJyDL+OMRwGVC6HV2P00cvcASb7x6loI69hX8BZ8TDEpWB4GcpuL9ljOb6oAzGa8ejhnGo/ukn+nNlgski4JEvKXvqBXhDlkwZ4oEkMnndn1Ec6EVNm5T9ZoI/8VJa1o2xyfEPaQFg9D3eL5fMkxK1jqP2OnvnnY9VeNtGdqM/tGqXBs5QVO/Z4WNpL/J+sxrYjmhI7f29JqwQqL8bvsBPk05DaPx1mQOxuwDgQl9y13/hIo+frqd7JFc6tlS9L2Pc95KahmfLa/LypoTS47Ev/Tby1tqP5ZAPU+AKLki9Bob2hO2Pq1w5E4a6H5I/b+Wwf9MMP4lE65x2ZhFG4chLpNzv3agS9pQKBcXvDbzSeT6L3/7m2io+azvemmHB4TLTmYsmF1YMN1a0Cxr5ifT7nhWXUdcdznsnc3/zW//F1SseP53fXHSL525TzSdn/72t1PT8P/9rjs75p6k7qXpzjHrS1AEtHYPdJf3hO/puOusfMs6f6PWEIHwGGyJAdg5silUcwEwJcFiDFj8dP+i2THNe7ek5hef9/dYU/GCt74aoHclc4/x1C3jqduxnJU1cN0PS/DmTHvm5JKGOaHh1573rcCaF77177oWM9t26MMk2UdexHvApz833lznoqxtX4cEff1eTlu1Y5hr042FocHOo27jY/W/p5/5UwDyvqeB9svnFRxvbjWDtcKvB2PXiq5Da8Ra4CqZwvtCZ78tGbtf/PZ/B8CXfdc9Li2H/pqU8ZO51X1P95yfR8ATfD1BRP8+JFhYQaLkFg31nwmoum9ai43ajyTsyYNMzBjmkwtmu/bWB6iAO/hgW6dzjrauWdRTlrO+1qnx0Iv54K33U7Fmj+ejGX968U44ZfCet96gSnCMx+l2CBJpDNDpm7C7RSso1STX9nr4QRAUJi2h2IVBl0DOnAzlwCePSOYIZGoKTC/VKQklOR/ikTLxys17Op5DngkBE83p4LfDlaAf5I5RfYKoye5wlOAQiFTAS/tBbYyAWA0s1HWfUdq/P/rbH6ACHuaKW4fG29PcvKurPUbZ4WSIWUlb8t63OPWf5YNPBcRUH2Ga/DYGPGbvaYCaOYaW5m49gp82E3vCUW7d2/KCU2gz9U/bi8FysT4COaHRPhe8NVOP4x/nJQa0LZJ3vP0ZLS11twZ1jI68BfD7b73WHoVOY7/0mOVcJbavFlfBYcz46HoDLeqDrWtIkCvBmWD8E5adqd8GiQxJuR6UBjwnWQroiApvA2umIm2U8JoQcgOU8BVhQIhJxZp9rnfSsSXE446WOJpT45df1nU2IY9mDhri9ow5Eew95NJ/D9fcHPmE3/dNelqSR3Citizm7jk1y85Ck/Yn9UMumHEfwWIil/QkDHtgs8e0t/NWeDvq8EjGTdwwLcMXIcBqvpog5c4UV+21vGJ5GgK7Vmwgk/THCnQ560NKlP1yesx1mz5+flyOFiJKjG6MxWAMA5Q6coJEbh3rtTWUCle32b/lLboAZF3JCRHPAmGFci8IzhNobL9Lc1wad1kzVljJ5VvR7do+3OBSsic9sGvP4jfW/aRxsPMTaYlvtbLP4nvlTIJ9vM4A1DTczkFWutUwZKbSkGMYtm0Bufv5EteTtqxvbaH8vct24+n6tFZf07BBuJ1PTG+6TVnEdZu4YkVNxYpjdpiy6JgrwBRJRWw3aZSQS76wIS2+ZtkLAMyN21SxtNq5912DFTjqpSL+E6W1ZTL72fP8WoMuEVBL+LTmr036mpiIiTDMXc2MRSe47XOjwydHxLs+t09KKT51P7s+1b6mp4m/Zfi2XrmWd0/NiyVGOYKdj9DOX+4yJh4nx+Q936f9LQfeWrGWJ0/wKGm7nsBsIWf219YoG8BWAttuyVV51NIJO0Z1K5LoMdFm9yEhw2Ne+rkeT/17qU/9Z2Wly5tDEbIfaq1tug/lvqT90Vp+Ok6+MCTlcu4pDZIvI4eL7fsYYfxMMP6KdUdsLdhJtpsu/DbpaSfyXL9r67MbU4IAJX2wgCb02lysF6EsCInC3+a41biWrf4VjixaZm0Tu1StkCALV/z/UjaU65v4J03j+vNNQLl7854FHWzWtN89YUD/7Y1xNw9G4NAmbftOybep2xhK/KHrsib/bY4S03vKHvr93KABKu7i/q5fnnXBI6xePzyBEtJgrNyNguGWyL2uTOjfzG3nXdyt4kKCK8kz41uIGqdcaRozUZYg51LLCWT2u7enPbCMLxcgJ2U1EdZryWaD0zjk3BQe5ATU0lrw6vWYRK7t/t/9mIjoBhi/V7y9MMYak8M1J0h5DDXFJ93zh1zstZ0TIPR7Ui7HA6B8N0Ta1/KcWSGjJOgMMf8zwfjnzHiAO7u/c9oRlBl3TnKzt1uF39L0mA01e0+52JWHfpDMnBl7HHQMQ7cpbemARHn/4lNuA0J+AL2tmlZ3FxPwgim3PeUiFWsO2OuEAfluj1slEmndBHPxLO277usYSbM/zn3tTEbdqzNH7IaYwJigKQtepLKnxXu5+UtHBS0u9e0/wxp4C89P6vXypQv0zbT562lLID2bEGI7POE4ujDCbw/fvk0FnaAi9dh6Y/3D2khub+m/p73yi978Wiito7ECVQlXLSDFZylZzTFGL8AxJ6jovsxa95FnadB0QsoI5Ji5ZznJpa7NBejl+l4KVstZLHS/vOOPXr0eTR8jOD/hKWHuns57XVphwbMgeeOwoH80+DT1232d65/3OYYOn4lz/Jfvubp+6X1/HSib/mDIvNNPr5gzbZb8dFqC18zhiJ3kmeCj/Z92g6e49pO6iDZvTwLohCGeLze87wsC+m8vclb31Y5pf/H72m0JrHBm2xuCnE/Xk8jttbfpGYg0qM9qz7ovVmPSm19fnztkurX1WmI2htDrExy5m8xy81DSftNyeS2pFJms28nFW+jyqcbtH/eSNlNc8kcyczCGKdt+5N7TAWRWIBLGmGMU+r3SXtV45TRfi6ONli+Z4TVjg36eBw2eotDH4XS5BHIundzVwpDPOZEmiPL7qd+XOnIC7tjTGZaO2mDKUj9yVhRNU765+oGze45/ypw7eR+Q9z16BNOTiPWnLu8RH/2uvKczv+nn81ZLPG6Zf+7SmiG/ou15iBdoWmtAmshHJ/AJ39Mo7Lj5Y1uSwa+UtCaOyzL51OMxNeNox3Tp/DYUR+ER7xzRTevVWnh697pmljPCefttjrs8CnOmXcR+yMQY70bUbQ35k8Vnr4mJFj5E0DhuL1yyZmqrJcXn/fV4xCRJLuOBR6gtsfTSk0pZj7lbAmpdJeF7+ailFmZjTEt/bHX61km7XodwFhhj4i0JEpaJeoJgbuxjP1MrgSdYlPaeh7cIFPqZtVSVAtx84b8/hp57ZJxw2L+/YMhvL/2AvoXO2q5snbYPek7HnI7QJ2fGCI4aX70ePL6i14G1JpeumvbyTHhwJhj/gikPcrXHbC1Yrb6kyZaEAP0Zvgft5d/8tX/Dmg2e/5ov6ybJM6tpPEV61Fq8bFNZFL/2114PwAtf85IER2lb9+eX/9q/YoM1L3vNPUgCH63Dpv2UEZh0REwuEeprk/2N6m0eb3F7Um0pUthCTovRfRhy2+jytn0NkTkv2W5dKRI46gUEDuHbUPOPn/OjAPylt39dUZKH4ZsFh4RQTzvQ/S5parI+fvk53was+dK3f3tRy7SQiz0YA54FLQoOPpPycNFR83aN2nr1OOX86jlNfciNUBLe9bMUr9RSqJ/l4LTrv4Rf3+yeBn9aQXVJyGdicbZ9zGnNtK3UhFwcdt/I5xCtsP0IZUJa5Lf8tX9JxYovfM0XmnE7nfWwJOh4Coe3PvVYjLXg6LEYG+wZ6jkDUBGlfg0lhuExsqHNqsEjHh9+x/tZU7V+/EmnvR0SiJeE7cn97aCj8mM8gNXU/+AdH6Ri3ZPEbYKiGXN+9h2/T8WaO7nUbeKwqfu3u0mwn/TfHx+1KE3EvtbePA2+NF7yzB5x9DSuoaCwEpRcMhpfj5hbXOLT1P/stafH5pH3fRSIwZ/yXEDqlf91GZ1SuJTnO9STv8/bgqwDiDeOSTKoo/c9DMAlbmTrGdoPkLq6xsTTWMaoGRCcPvtaQxCoRYjyrmbV7UMaiFib9sa6uqywAKlPPjememy8fdDvn0/ec353204uyPSorTecAMgLexPiPQ+75rcS3p7f3hOGIhOPeHsCV3ymmWLA6P3vuEHFmhvsd720x5mHhFrPgiucRuMf1+08GQONl+wFCbD1XG65Y7bSzhg4E4x/k0V3BS7EVKXaT2s3Us605sEYKb+m4YhfAEKiFq1FSH7+a1zm4fkVDg92Wb3/AiyBE8Is7QEXb3HbE2+wNztgl0P2uUHNkltsUrHmGlcSxi3R/0FIOG7xWFGx6i7t0aZTS0CTTacy9YXPFfWSeCXvnIAvt4hrT+7l7QahuOLWk3gqoJnQXdWrj+QBSa5/GX89zgCzpvWVndxiNm9xXEIyhS0+t2axvfks9bPHeY1zKwxLmG4U4HZ760rHAQBd2fQCl9DP+3lGfnAKULNsr+uNV0F7DDQnLHnrWwsJuYQkkvXPe98SwpSIandSTbzKuqyt5PdfqvlbLTCtI+8rtmPm+Vktgyy11W/Hc1/lBZyhvBolpjckTNk5G2Oaz4FnyfHiErz4IK8/ltmV4gz0d9tP79pt7x0d7KyZvG2zr4WHsp6SYPtkj+Pl+izv67gJXU4LO9N2/+lcLLUqV4IzwfjDUbdJZAosmLSM0Vtk0bSVZ4TyXIP1W+pnDTVv4YQ1G91xr5utT/g6++GSnuYSH7m+Bze3ApNaEmao+xcXa/AtX2RCoxj/5WQhHLHDDkccs01DiNhesMkGax7iSR2LEnO/pC3W5v+ahknTMD0JOQgSZg8k9GJiPlsL7K32Ux/vs0x9XtsAId9kVwL9zmEdLrzhAuEf6eax5T3BTQtnMeNevITFS+UZ+tD3mVrmEi0pR11eyV1uZvvmxUnk+p6+l/eJ6jJ9F5d3fCg8r5xz/KWArpy/2tOoBLyTDTmm4vV90o1v33+rcS7h65lavTp0VjivPgHdF8//X4KcAOMJJJ4mDHkftq7H4u5ZNDzztCdIWNwsHrl1LNEIVlO35n4PNP2We0ngZm/+7NoWJSonXHgg5+vtmrTr1ELOtaMve/PGxftu8cwJlH0czgDItbw5v4mAJx2LT9DTljxhQD63nbonNKxYsctNFiy6ZBmijS/qGTwxXLpytBfNvrVc1lM3Xa7+GXMucsiEhk1uUbHmCg+jNX75rtNcrthg3V5DmeJXI5HGcnFLF/lfL5ld0MS/vzi1uV8n0EnamNRFbV3Xn0rCffM49Ampjmb16h4T2T2GqQiOaRBdZJbe+pL60vvb4yU5AE/nPZ2wEfo7dQmK9k172sZ/7cQq9uKddSuqHLBnYmF8IUP/A3rajHd0NedOy8Xp5NrORcSHfqX3ckgZEexKwXj6b4+JDjHynG/Xq9+W1wLqsWEyOQ1b2vFAB7vlkjZ5OOlnpX2i29bl7Z7V423x906heGAZd0lgA1TW07gHhphmWr/v6sm5UXJ16fdz7rjc7ymtHBf7cSYY/4qN1iPu+1D13x5xypnMNIH3YgDSMg2Pe8ZlKlbM2hh+8X89rT1D2lAzr6dwAZoLvn/Wu2Doo88IcQwv4Fd6m0Nr9TUNv/GM8Pki/l081mWYtSTpiX/H7zZhj8CysM60pl8vm6Dl12XTqEcwlup7w6SNsm/x6sqnTKbkw/eIltUUu/5lGK3+bo9g2vP8YuIX5iwJm+on/RxrKt7AFzNnxgF7zJly8JE9FiczVjd34KSKrp+AYICt9vtkDVtzNiYN0/bK3tnWIlzHW2uimUb+j/UJ6r5XT7oMwK/x3IQwQ7QY6FvwrEai95gVVvTfurwnqPQJY/+3vrm8dvETQd1z82jwfPu2XxbGaHGlQFirGXoKhy+45WhR2WIpTBn8UxYerv0+l8+753zl3m+eRmvx8MDb46mQVHPhGU9izQYPc6U332OYd0nIGBsgqPGz83qa0yingTNxjv+Oe564fsV9X9sjfEPmqLE+x9IEeJK6aH0H7LFgyiPstdez7naXuki7QqD1OXwd2Q/+1aP6zvUZi+SWPtFW+/d/Ww1vrkbBbFyVyc9m8RM3wLpd99Zvr/3odiOGT9/nOrTRh8Cafb3ApZIGI2B/8ywJkbmlffUC2rSVQsASu35Uf1+bzzGPMeNo16ntT8ApJUaytjS+XlvW75zLauj1X69xT9DWY3RasIGWNvJc9zkfy9Cf55x7x/ZN6s8FreXWZU7Q8QSwXCCixmtIwOkznrIWPXbfjo0jKDG7ktVOfvc0cbuWdIBcfFeXyluO9HN5b8wc5/qae8dCiQ4JPt9VvfrsnuPfYN0xehDzfZoDPyfdjWMA0+xmlGdSdsGMQ3Y5ZocHucohuzzAnTzCHjduXOLWhx6X+vcvnbC5teDK/jW2OWrN/Ol1uZYge5H/IjhoN4G+rlf7+GM/mlRIan394ucHFTTngAgAm+jPFRc4oRtiL1YA0pWpv9eZ5wI5GWySCiI6eFALIjEiPm8pkN8tYRsj4dv3PAuCve9c53eQoEAbSLgwjMfWrxmY5xfWf1sxxNOaIJjExVVREn6j+yscf5y1Jx7k+udcIJf0wQNxv43VHPNMT89nP5ZAMw6P+WvGb49a9lwZTU2zDP+WxkTWXcHtWGhy2RlFiDqmf13tonGOOLY3L+r6cgF2yXuG4dsx97JSCvRPCvWtTrksgzlcTgve7YXevrAatQW9/nP0QQtgWq1Y4ge4enXL55iYho8VzgTj3+KEu3lXNw06yYoXXDNEUDSUfI5W2v7xr/9V1lS89LV/jF0OuyC/O3kg4LM/Y7EfF6mVuNOb9OIG+vmvfwMVK/7Uaz8v2WTehn3t1/9HAP7qaz+t23zCOuQ9ucq3IzzzRafZb4ptXT4147dD5jHpSfu8pUvrC2p867wrQX7vxnriuyAq8tAJIiK4zINLY3py0tUZPjcKQYeThNnqpDrBWhP99yULgiZA//szfwSAv/7bX9sjrt7GnyDHpA7dfnrCia6rRMQtaDyFgP4fz/y/WANf99t/rWM0HpTqHjpGmbMcpGV9d11JIx+ytOiyckRyzpRFM6NRC3A6i0zLWg8jIxOB5yishbqmqWuWs7qrb34ypVlOaJYtI5osabbqcJ9FHVwTAjk/v2Vo3pXLwvRlTAJ9ifEkVonw4pjs6Qn9ns18l1try24+ZknArJ2bWH90V05ourgmUWSEJmpcpD59giYXR/K7X/99VKx5zmv/QjpemT0y5OYouX01jiXhQePZr7/pjbl22421opwJxi8gklhkpDOO28UoiSbswtOLOZcnWt6D1HwsIMTxg+8OUdsxxWt6lFAzDNkEuaAr/fz33/0zALydZ3cLwTuqN6HhgXffR8Wah9ujf9bcBdas2lDPlkxm/mI+jSmqJNF7C/00zCHnmrGmMw9KAp2eG89vD2maU6stamFT6pG/5beDDwbB413c3eEKp8sgV9KaSzDmfavdfvSDjwIhuM/iFxntDLE+5ALP7HE5yzDkU4RgClHPum0NFjeZmzEnLpL1Vdc0ddn1l2vbpRd1HeJcZn6dQqMgBlV6Ud96fXX9q9O1NzQ2/c++hUP/3q+nb0r3gmQbamVh6J89zwl9un3N7LT4PSFeFCXraYx77F3vfgDwc1JY12e6Psumfot/jtHbteb1O20n5Re6jhT38t4/E4y/oe6IlPytCRT0GZF3o5aAl7nKTqBddBCCDKWM/C7vSi1y6l7SwMqGlvo1QxfNfEXVRad6UNN0ZvwJ4TiWHF8JGycm+dEExkb49giDCgq0AYEQTekuTm353LE+PUc2BqCrXzF6y3xz4P3mBTnZjb3dnZEPR4Ny2qcVRmT+JXZD0vqG3A3bncAJ4YYwD3/9d46glgQBi5P87r2nx0RqFuFRBMIVG1TANa4kViKIpl0JXPWYeQ40nhovPReeNcMKVfpkhO6z9MvCEF4ennkBM2UOVvvzmIiu0+KrQQcnS/0CQwmASkKAL3Dlfcx6bqxVS77bcdZCTGzTP8JZyvkf13WY6/DOblJfTmDWYxstvRPWVFxnP3lXZ0YVd8+QxcWLD/Hio/y14pv+PYXDCqg6lstaAXJwJhi/HOfTWqyADJDnV40aii+thUmY9BYcROFAJM+GSY8564kTX/seB4n5WHy6XoCVTPIGKzZYsduawaZmAegNJkex4mZtkkUmpkXpS+MscevrzybHYZX41jV0eQAIAsB6Ej6361ud/12EgdwRQCtA6d/GgEfA5Jk9q6/NwrngN20BkI0q8yf1Hal6pT2ZE2110qAJ8Jho/FysgSX8p43OlrY31Dl+ew1vibF5FhL9e6q55LLL9X3SImRY7d0KOrrv9nsOtFAecC9nR8zhbtu0ay/VX/tHUzXz8PzRQ+vBEyxKcy5vaDeGZU4yBvb4o2ZMnnXH4pZrP32WmsgbMxZh/USa5o1JnzE37VpedTk0POuFbjPW1XeheQKHt1bk3TQPv3+NtaZvEp+Ts1A2NK1A4wtsGs4E41+wyYNcdX/Laeo5s7GW2jxJt18+TsAGK9ZU1O3kiYbyCHtd0F8I/NvuMQgriWt//4IpFWse5Gpn8hLtQgSK4/azoWaDFUfsOL6xcLGJtCd/98hG3TC5UF5YdvGH+v1LSzyC5Afd+OZ6LTXLBvIYgGXu3v30Fpfc9aQCnrtHNJdI8OLZe5mDIyUIwBqoEiag16O9NyK0GQNK8+Mx7lxxjgFq5qK1VRFgr3CtF6A1BnbxmXSJEXt9tcxvzPueZqxxSE8d9HPij6lHPoesK14MiMdQ7OdpmLg/FuO0ecifKU+fDbumdP12L1ohKIeztJHTkvvrOlWWrIsytBYSk13iehZnq6GXhCyPXtk1ateZDiLVFgc7T5bneDQtxlDkY28CnmcAJKpfwEr9paM3FqRcLgBQYGnqXTDlcc++k4aa9/A0Fsy4wX6XqveYHQ4e3ePmwW6IYjvZhMmazb1DZltz9i/cYKeN6t82JvnHP/spAN1Z/V0Ou7K7HKKj+p/x7O02Ze8jWeuAjvrtb9HxZ1W1SwBgr3ULaE2+by4bN/5eO/2ydW9+9SYUJjxn2n23EfGSXClHuP12/XcsoZfNv//UXdZUfBbv7KwDuh1vDKSeNCGQZBnc7pXzhNg4HuVkL5awz576JCDGJFjIvZsj2BrHMef3tblYg46fsEcHLX5amMnlPE9jNNJz7aV0sDkoCVj2e4nBeMwld9Inbb9M7nMuFe9TmNBphc/cmpbf5V3513cR9OMBvKvMLS66Pj12T3t2iC6+yoOFPuQF5dLcWxelKCazZJ01pLM5zhUZ2y9b93JwJs7xX77n6vql9/31HgGzhK4kyWnIBdx5ZTRojW6JXMQw6QQA0faFcMlCmdAkx++22wt3LKMWX6ww/m2OW4a/ZLf1TXsJIXqMv43in7VKnGvKTzumOx5BpezV5vtlnfpgZWy8sdObx/Pv5szuOYaX1pma6Ie0tFzAlNUIIi7phvaiyj03gI129rS702p93jh4TF+v5dwa9usf7yro54/oj9lpUtqWhHa/j35WOPu7xU23McaFUIo90BrZ0NiVYoosg7WWnbFCie6TB6XxKwkbAjmB3bp7rGCce7e/98oBx3ocrDVD3vGETP17WjYdA+9IYg4XeZYTqjSOpf1f6puM2Zk+xz9jztN5T/b3oU2Uk2oFxkxYLhBET/ox210yn4NH91gu6+6Yz87Fo5C6tz7snc3Xl/II47cBgP3PIDxstxf46HP8s9mCetZQX0gxL42FJTB9Atln3KVANK/OEnhScIn550C0krq12ehNJr9ZLU+CrkrtaMIfGNss0VA1s9O4eP207qYpWnjxU6CG8sPBZh4B1QzEI4AQmZPts+Bh+5PbG7nrhtM2U9ynrY/fFxg9pjEx47LdK5MzcVsakVu7Hs7hxowD17pmj8Pl6tSWRjsXY8HbY7lAPd/mFy1Kfn+HhT2vb7ofYUzKuHvPlmYNldqRc/JaYIlMOa4RT4Av4Z4+G7Z45Z7l+lgSjvS+KQtyZwAmLNnnhhshaZNsCJSYv510nxjNkzqW1Pzwnw/n+L/6x/4EwXcbbiUL1/QaDe+Cb5r1pP6f//M/ScWaL/uxP9WTQiUWQNwDP/jnf42KFa/8sU8zhH3SmYiPiZoQgI32h3j7Hfz/yfv3eMuyqrAX/66zdu19zqk69imr6IKCgsZGWhsfEPpKID5QSBSUqzEoidEEoxeu5Gr8/PTng4SfJhJfN3rxXhMf0asm3ohGY25EjQZumkgwmhZRtEkTGhq7qaabKvs0p/qc2rv2Ouv3x1xjzTHHGnOudRov3X5qfD5Ve5+95prvOd5jTAa5+XO36cX58+PMwZPgx9VaJbWmF042hUDLOsj+0CGY4o0vvhmSYlcuXfLikXNtAfzXp38VAH/h/f9q0A/ptyWMmrgDfVx4s645uLLN0bqGqwtYd5kN1sBmC7M1G5urQVrfuh76kNgzIG29/+kvpaXiae//jb6/nv9FyV8mvONLZilBy9+MN1afZUzGpHsPPOIR2klDqfR5GZO65TfZTyUYY3489Xj4O39vhFe3OI6VNBw5SfM4TEcOjsOc2zbHPNiH78Z9/Utf+SYqWr7sZ1+azF3at9kQPytGQGBMg2A1N/aMeYyc1g7IP89BWDPXlsHy4Log/OtOnW6lwsC7xiQb8nssk3K/oa5xQgQ+43D5vqu0VIlKd8WcfXZ6Vb8kDTkwUoi134tED/DQfQdUtL1t2GMSRBvwofsaUNdQpp6lKUhWtgO2CNnWZlHiqOM4NWHPcZ6C5LTkC74TyhQNg7SRA6sq9qSX2Ldhn215L1wwIMuDrEOhrSf0J40eaahpHgoSqzCAOUalxOmv6nnwmVjMWJ0cZ2Yt8dDMonzPXdjy/of2qCDRolkkl1MFl5zKSr42GgHqOc5FQJQInqf10GfEk77t+R9TK+s97q2X9463Ty3jYMe1ZoiX7DhL/dTP9PpbJqbEPFtGzTsHNj1zqb/envFgjBEU8BhoOYeX77sKVNzLBXeepQ96LjRoTZed6yEDEerfZ6fvD/j5W0pXCdv6bL81bcjBdUH4Gzb6yRaoadwQLasaBd/pJMdRW3WjPgQbXeiahB9ZRG+9PL0+ePcNvJUrQMuzeWe2X7JBNzmkouVm7k6Qnm7LIidLMnXZOMd5hBBvB4xOb+u+h8O25N28BDl8z0oigrhWndPesI6hWtN7rrOA6Wx9ep105j5h2ry4Ww8aYjiflxAnnZvoUGUJwlz9r8NPm6ZmdXWepIiV9LAQM9B5ez2X993299GcHf1MIEf49Zg1IfAkPYswrRPuo5VOLSGy92LoMVvI7dUc8cy3Xbbnj707xnjp7zq/BKRrU3Ki8+qb6heSY/q8efKYSTsurz/2nOtcnx5hld+m+sHUzpp46+2Pbc2ccH7FqXhM42U1Dul65/fUdUH4JVRKg7UlWk5bc8NWMrCqmrAwKRPh2fSlzXu4KSlrwdM6eBtd2l924XwPcmPSP11m1SEnSSK0zw41aw7xMxKOqcenICE9eltGVIv2xj2t+vQOiifh6Tblu14D7x1PtZY7mEM79NBMJFKEOOsddLn1r7DTMwWaSUgJVHCw1dcn2zkuqfBKjAU1NCeH5gvPZOAhYtlfIn+ukODDeCmUVWPKHFvpLXYpderSzm+WUZJ3c7f9eWCJWI6hyM1vjrkVsMheIiukbmuGsQjZ61/4Xo5Y8YiPN+92LqY4f3rtyTsefpS6ZUzyqRkjqS/HbGD2e87M570bhbY010H4JWVYbR8bUsLaUvXCmG5b92fd/R1nQ7Qxs8F+9sbggazjnCW77CV995jisaRU3j0IObguCH9w7rs72ZhQRiAauXtXVEJZzSZenvrZCa7RUnGK/YRw7HfEQS5i0fZ2K8HIZtH2+wO2qWh5L8+gZt2bBbTnv9jpJeb/Mmf60JLo8LfuPg8MqfNVTCnhHA8F0mC1HLk59t7R62cddORZJO5+OlD93Xdg8pGl1y/x1ZBDu8OVQV3ejXTy/fZOE3QLdwF584c3FxYsgwJ6TsNYdNiat0+nQEtAvpFZaZJZ1DnUpX55KhkKvZS5uT2jCZ6njs6d5Xl3yjQxsNnNcshW9zsn5dpywCCcsnROhITEtZqPrkWJyZ4igVrp356fVLKMTLSQulz/Zsl7cR1XlAlgCcaYFt1vaUO0FfI51JJGL3zRwvb3KfRkfai5baiTC5FyeMv22TJvse8+w6T7p9fHY/yG6zXrtI6pxsbCdUH4l8y5lwsDxx69OT1pH4aLE8rn7Njl6bzx+U+npequ441OYZc5ywFb7HE6SIaderaeNcwXYdMG2/5hf7uezsP/hOd/AhVHyXi01KIv4Lnl+altX4/nkO1kvFvKTjRXSNy1mzapNA9pxj1LBAc3lxnE4HGsW5kDJP3Vn/F3sTEyIL42Nag+tPYe8pwWx+4XgRJjY98/9clPBuABbnT7oscr4ysxLbp9T9Ue5jdNuJM3JQ33/Qc++RwtFRe4N0FyNWs17kBybX81e5CTIL3+DpnYYTTLcaT1oSQYy9trevW85vwm5HvDrNeYyXuiEbBj1O0LCKPiafY8J9scU15iuqEUBpuOd4rfhYzdmlXsuMbACmWe0CH9sOdQ3gc/XNu+L4Txic9/Ghsc9XXoc1Hyb5jKyHjte4xgyY9B79GhOn/6vRwaros4/mfettP+0zuenXhRgnBH834jyKe243ocXG7R9UJ495QL0ZE87fdzngO2uch59thlb7nLw5d2gzf2lc72NAv/Tpz9CIvNJadOBgZAQvEk177+W27+E0ZBkvl4l/boBD465C8g1C6/f5eT38vHLzfkJdf0diCpeg9Ohvj9Zb1wD42HvLQPgEViWo1ow8isH4BlOCzhl3fGVHU5QgsMuH57RatuS3vkrph3yZqDT4DczyD5/PcfPsXq6iJ66EP00tcwU2d4FvIob8wa13PfJjDRxERng8xJkP5cp2tkzQolj3Bdj9RlwScIKWGEaA4oOefpNbS/j/VtDMakUgGNvIdRBj7jYiVFOwc2XFfK6fXQjmPDPqbSut7bYwKNlJ1C0HJOffb93FjtWufe0/3ycLgt5zE6OUbC28fHYSRzt0KWxuCBN37bv++vvvP6jeO/ymaSZUwTaAHLzeU2St1Ze7x3IS6yzb5mkeOCFTdxDw01N3fe0avFgubJKZGyfbEqOXsTX/wcXtqgN4j+TSMiMTnUhLzPNeuQorduYJFTHZYv7ZlfPQKO2OJacvVt+Kz7DH4yN+kBG0oKGnnkcqZ70q9Grg1BNe+p+Ev2exsKqhGpZSQs0yFl9PpqRLNg2a9lQ825Gx6guSE9+JZI6j3V2+2X3Zx0974vr86ZdZzZajbvmYDg4xFVghpp6HW2efjHVON6PSyjl0orw3Mo9UbC6Kcu9cBTV3u25hxTU1o33X+PYZI2cqYWuxct5BzdvL89u/++uahGnpWgRGgFdObKKXXl1lTmZe7UVVpXmcsxU4v3fo4Yl0xDYiK09cnZkHXVQuMYI1liiHL9mDImW1eKG8bMRdcReItkD+SYOqfElcd2/KQev/zXfgGAL/ylrxy0qRFujU7BOQzBknK63oqWr/illxEk9UD4tzs3M/mtpuH1f+2PqWh5/S99wgAxSPheDoZSh68NqP1pSZ7F8kfQ5csGesagBJZpsGGCdu203V+Dp2oesylq0iGE1vpj6HqG76f5BRpmfM+Tf4IWePUHv5WG8Qx+kGaFs33vadVi2GZM67tNw4zD5XZyz7xArTz/63q7YxLC3/c/+TOBlk/44H/o5zWHvMcQW066smWiKWI50KbJ+CNCXhSRs22vTv4NfVWk/tJ4dA12/J6EXsIhJSJv6xTbtqdK9wQGXU9Jci3BFGJXYnRK2hv9e/xeztPhnQ+BEvEH+LW/9i8B+PJf+pLB2njjkXdnRDu8jNMTIrw1m8KECiwV05jz/Xk0poiPGeGvquoC8C+AcwTfoB9v2/aHqqr6eODngZuAe4Avb9v2oaqqKuCHgJcCB8Ar27Z9R1fX3wb+QVf169u2/ZlS2w11zxFr0Iu8VdhcmjDkIK3bt2ddu/wRgN6DM3dHe6oq9jd1kPaDNP+nl1s2OOIBbkzU9wv1KYT/wcv/jYqW+zk/2HhTnJ3seOf1klndUC9Cf2T7D+dEz+t0rn3s/bWzNlPbzXH3YwyA3Q+WgfB8B4SIi4eGDv27+sgaqLjIeUPA0vS+tl8agUhK55iBcYhQbf/X1DSLGSwyDAS+M9K/eWQfgFu5s4j8NWjEa4mtNi9EdX35khI7DrtWeo3s2ZL59ObZEt0SMdD163FK2bGLfPS82Dq98Xle71ptbPdHrp5YfloUQRxD6uvhRS/o8U6xX3vf9d92vXNnTp4LXgQSXxBdBuCw+3z4cuijXOLm7XeBYXjrcE4s6LWLe0l2suyv8HdoM93zOtpAr6fWRllJ/3FF+Am5w76pbdt3VFW1A/xeVVX/AXgl8Ja2bb+3qqpvA74N+FbgJcAndv+eB/wI8LyOUfgO4DYCA/F7VVX9u7ZtH8o1vMlVbuGuwaEQRCC/hU9rsylnVhLwDrPlVrc4pKXiPBdZU3OZsyyZc9DZ/PfY7QmC5B2QwyXLqdX5srHDZm0ThK+JwIKlIgwrKsKlFBa59sTcEH4POZUI9Jj0oBH4FOQWv4/H+Y5JIt573r6wz3LaAqnHk4Ls75rwhPrCPAerfdvndbDv6N88E4GG8LwcieBLHXGt56Zs/L5W/Y1qYNuGJkDH0YKkfcxLRVaKG2PE0ndiPbO+1Notnzv7eiweobT73kql6TiH/ZIx6HrtuC1+in07Hkr3CFfJv6AEOfyq/aViG2lUhpC/OA4bDTHMuqjBEkXdB8GlHlO2wREVaSIeqcOeMZ0LxrZnwdOCecyMHp/0y9vzMr96D3lmTivE5eBjRvjbtr0fuL/7vl9V1buBJwNfDLywK/YzwO0Ewv/FwL9og/fhf6mqareqqid1Zf9D27Z/CtAxD18A/Fyu7RXBq98iI5iuipLfPc7d1pGTspYsaKn4Ey7QEGO6pZ5ApIN99wyXknq08452xAJ4W/cpmgTt5CTMgNgkhciEPs/BMBbh/WE60vC57r+XVJY6nS8MU/bqCACBZe3ZyYeHX9o+LpQkK70GWbu5keKt0s0jzuktceFTM3aS+ldyK7yTZ9MwTMmpxyCaGysZQ97fIb6v97GVOnwmz1OVSwIfmxTLm1tdpyfVlWye3v6zzEAcT6oNyDGAeiz6+uNh2/l5sczRGMjVzDZu3YJlwjyNgTdfluGRNvTvJUnWw2nyXRPAHAMZ85ukjIRmdK3Gyo7B65eGODM+s+fNgR1P2ta6U5OHsqW9bAUiGR/ofAKhbWEgBE/LmfXGZwWkHINrx5ETRo4Dj4mNv6qqm4DnAL8DnOuYAoAPEUwBEJiCe9Vr93W/5X7PQot3YYlP3K1tXYNNM+up4LVKJ9Yf62qp+oNwibOsmHOR8+yz03v2L6/OuXolOF2d2FxRz9bs3rDHghW77HUe+ste4voIbwLg7bygG0MgCvpa3l32qFnzCHdS0fLuztlRh2wJcyD1+reBlZ1TGmqofU/5fh7q4cGxKT3T9/Jtlbhn229Pag/1jNsqPWnSky6krPWkPmQ7YQpknhesqLpY4md2cfxTHIVyamRPAvT6lQO9BrlQywBtvw9Df1K7e8nJzJN8phAEjwHQv9tx2DGnLIPPGMAwCZGu04v20f3OOV/qfmqm3Up39YRxpYypj4uGe3t4FkuEQ+rR2hHLXKXz4rNC0YdjePY8TYBlUvTvHug5WyBX3kbNpx6D7od8nuAaFS3nuej2U8an137ZMTGasWkG812z6nCr4DhPw6qZePs9Bzmc5JkGc/AxJ/xVVZ0Cfgn4xrZtPxJM+QHatm2rqvoziS+squpVwKsAPv6pJ9lhvyfcpQmR5yITaZC/PU/XEscpz572ok/opT99UOYse35zvliGfOs3pJK4jd0XFSXAk150C0B/W59W9Yu9XzbcJ73oiWxw1BN8HQFgQ4Jko8q4B6pX5dhXr2NInwfaf8xe0RvmyUdcJUjnf/j+mMpfEFme0AyTrYwREvt3tJ3vJePSyOg/PffjqGj5XG7PjlHqtGGCEgK47PwFRJMEwxwJj1ZqsOdg57k3A3CZM4PnlgmxznsCRcbR1GWZ81yfvTX3kGRsa4qJIWXcddvevtFe62nym3RehMBFXFMnytkco6mfe8TBY6pyzMDYmO08e/vHMpa2rTITl6qjc+fUW7OhoDYkmp7wZuHCi8JeLmnLbL9CXpSV+9yb42UvMC6SflnNsgeW6fCYztzalZiHj2kcf1VVJ4A3Ab/Rtu0Pdr/dBbywbdv7O1X+7W3b3lJV1Y91339Ol5N/bdu+uvs9KefBU2471/7dO77CPTiaUI5N2hjDoKFEuAR5P8QuDeECoQO2lY1/PrjqNcbaHw6YAE9iiMQ/JgCa0XSSf5NoDXQcP4zcZNap6et1k9zCZ9X5w7kbMkMpIYvxwh7S0nM65cDYd+3vmkjkHNt0v6cQfS/kzxKelJhNSzKj+x2dBHdoqLskUNGNszRuCx6CLElHOUbIq9cj1Dkin1NR+30dVwfntE3e+dD9LUEOWet6vdTXeny6dTnfuX3vjT3XjzHw5t0SE0v4PNu/ZcqsqcVbo+P0V+8zj2HI4QUoh0nm9rensYljm8ZAHGcddN+t+cTb97k9b+fJY9ZkbN9a/fBjG8ffeen/JPBuIfod/DvgbwPf233+3+r3/6WqqjcSnPse7piD3wC+u6qq0125vwJ8e6ntOSvOczFRu2qJCTzEPO5MpL/nNpGAJg6SJEiQtiT00f0SkAUVRiX0f4said3ViCdlDmTs0YkpHh4hIA0zFsz7usOYgkZD2/p7lNpd37qoFaPUNCyWqz5EzwvnEyk/fK/72H1Bvt48TkGEtuwUG6e3LjnO+jggF2xIH/ValxJEWYIt48t5u9u5CAzgun9mmQ09VpkjaXssidFxJGDdd2/u7DrkTC05QpUzq9i2tUpVa6/CM//ee12Xx0DJd5t+tsT42Da89zzGNpbxTWV2PUr12z7kiMh2dxk3pJda5RhBj7ErRRSIP4l3FnOaCDtur62p75XHsk7q9KRpiPtKC4leojb5tFo/ez+MBe9sj41rncxz6ptVgo+lqv8vAV8FvKuqqnd2v72WQPB/oaqqrwE+AHx59+zXCKF87yWE8301QNu2f1pV1XcB/7Ur94/E0S8HR2z0ky9Sr0BukvTiTLnQJAe12qhvfMnPsWbGZ/z63+eAbd7LzRyyzX0fuAn2TsAe4d8mcCp8nrjpI+zs7nO+vsg2B5zqUvdqxuQ/v+T7qWj5K7/+GrzMfeLVP6Phe1/y20DL9/76rQ5RiZJ/r/pvGrauXOPEkhCXIdOlz5R8954BLOAEwOYRYUqPaDdD7P66TpmCwfx1ZgSIpoSS2WDoh+EzBFrbEJmgKPHL3MaDHT3Y03rjO7lLNHT79l2Av/eEfwPAD3/4i7u2UuKq+5MDj6jbcWpnQ89ZSyAnXcnnjz7h9QB87Ye/I9ufXGSBnpvcGfKkoJLppqwFmHXvB/OH5FwozWeJqOSYEw8ZC1iC42kHpJxHPC3h8K63tvtX1xnbHF4uZglWSQrWc2DtyUMiN8/WM0aYxpjuEiMzxqzb8n/8ktcC8Em//n1JHZoxsPOWMy+M+RFNPQNW6LR1WwZBhwLmxmnhY+nV/zb0HYgpvMgp3wJ/N1PX/wn8n1PbPmKDJYsBZzdGvC3Cm/KePTgJEjlcUXGNm7mbFfMY1ve0sxw8bYsrnTue2GvtoVuy6Bc9EKSAyo8Ol1RdOJ+YAcQHQCOIFXD1MPhky41rc1aszUaPyGAGNaw2G5pZasevMtovSdNrCbo1Cwzt4UNkPqOJyWjUfIqmIvQxr86P5X27b87hU7c1pvovtWGZAq1R0Cad5bV/Swv8Ii9P6vUQXGRG06xwOckXyulNc9oBKetJds21YB68zFlVbz4rmpWAhSRY5sJjxjRTVpoX20+LMO34p0hFdlwacoyWfqYRtZYQdb9s7gxd55S72T3hxDIAx1OzD5kUz/FQtz2FOfPasuAxfGOg+5S7RrrEbHzg8MMAvIC3F8fiMUbeXs9pFzVRzt1g6anuLXh+RPrZFL+G0PZ1ABscJUkcBKY4NoHHta0GGyHaxkpcXUVL5CglzEek8iBlH7pIzuPWBaFUtF3NIM6DEZHKHWoLQoramoqWQ7YTzjFuqNQLt6aGhTAaR8yajuiL9G/2mXB2J4ATM4BOyp8d0c6EIbiWSOlaUhDCrt1nPCQwhhg8Jm2I/ONa5jy0tR+AePPapEoWWdgy0l/dJ1n/eefVX1FxE+9P6tX9znnPS1ltIpJPLaHo7zmwc+ppMoB+r53jAddUovs1hQDoMtKmnFedwMQSHY/oWW9xr+5YRzlD3li/7XfdN/3pOfza7zlCPZQqU+nPwnE0TTmmaUq9XhveHPpMYHqfydzsad3fMXOQjo6Qdu0cWUIp5xOiNmWP3QHB1TTDG4cej05nPcZsWPDOSW6P6bEEhjC9glznfSnBdUH4r3GCBzg3kJIgr3axTjuaW5fnZS/uoQTWEmOgIV7nuktQre6yN1DD2k9dp/zWdqQ/3IYmiHPVjWfVEZpUVS0Qxj7v65NLY6SOHvEsmvDv5HqwqXJ2Xg3pPPuH2a6FnttYT4pkpkgzHvLPIRLLMcs6h3lYdQzX0l2jnMOOJY5ailtTUwEt0clWfpdrmvU1m7mc5SXNRhxLea7G3hPmo+F7Afh9njNQdWrGJOfsViKW4w5X5VC+4d8+QfOIjIUpc5obg8f0lULqphCKktOglyAot6etJJs7dxr0uuYYkbH9ZedJBKA4/nQ+LF4dM1GFZ7NiNIudG8HHot2bdb2SlnRZ7+xOYXo0rrb4QAs8nj+BNusOBZe4vuHspWexBNcF4T/JI9zGHSYOM6+iK8GYbbCEKE50OenPcDnpxz6nAPqkLhLTf8g2lzhL09Ts7+30OdXrWcNic8nWyaDav8I/ZYMj3sszeuRrD6RspH3eBrTcwW29V78O6RPp0tq0rMToHe4cgvc2okVY+h7ynF1VvuuD5IVAlZg56Z9GtDmJR6R+7Vwp66zbucIOa2JynujAN7ylzxJ/3e/3cEsybo9J0WOHNP+BjYv2pAY7B9ohdMxxST7f1eUduKDSaeQQTclWWWIASpBDgMNyebt7qV4BrRErIVLPhi/vWLt9+Bze427j8QW8756JSkKMfXNHKqxIXd6+8ebJc4qz33XbHr6w10Dr+Rj6MAyTRsVxDDVWY+vv9V/mUtb4HA+6dVkmRQQAfYaXzDnMJN3y2vSe1awT5kNCcgW3yHx5TNnUs6XhuiD8h2xxJ7c6CCOv3stJdDnwuEMLn/RFN6n64730e5zmkC0ucTaG9jW7NN3NagDbpw6oZw079X4nkx+wwxUWLPngF30SNQ0XuJdIqJfJAZRwvke+6AYqjriNO4jX+aaJeyTTlHhE9wSiaZhfvUa9ZujsZ0EPv9tl1v4PFG/p86tVRFrdBqjrCO/n168hL5F5DFsu1EzWeqv3iAZJ2iHhdofEq5jjlbvxTsWGGbPP/AwA7uoIv70mOd69sEykaL1nPenPIlDLFGjkIL8viZn95NImS0zOfuYze3W/9EWe5yC2Pc+ew5wd3a6B7XMe8eVvdPOZIl9Ctu17DOuU1MQyRmHEIZ+IKQe6DU/6tQz/GK4LTMNBtm3vPFg7tmWidT+FIE7xj8oxPFPwbu7yplK9AE/9opDITEd35fC9p50RpkszA3ac3hxq0PvXCm3eeLz3089xO//HNI7/sQKJ4/dUZTCu9vUWwEOaMLyb3SMUIrXJRglEYdHH8R+wzT6nkoMth1M89sV7Xw6u1GulWEEA+n35W1/lqzedl1VM6rUc/GLZHTblfZ+DHLG38+U5+1kYQ1Thux8OVfLwtxEcFsEfdrckhLsVThMyMJ7hkO1+7XSCJru3vLht6YXOnKjXLGfT9RBuSeVYsj/aUNdDthINmR5LTpKyEqlGoiWC6HlJ677qubJ+F/KbBU/rJH33nKq88RwXvHdK+9hjqkp99p5Nbc8SpRIRyhFKkXp12VxbQ2Z7uHdy4431lxmwXL/sePzfU+dK6wDrCQW23bF2coKHxzSVzDge857rl90zb6he+9jG8T+WUNGOOvfJBHq3d1nifRyVce6g6HckvHCXvV62y2Vhk742xDu4ZeMLA6Dzt4fywXZf0/RIXGsF/Ix945JDV1EY76JsAoGUuJcyUeXA88GQObTErMTlRyIcPcjtDYmxnVSCOejs7kLotVQzT5CHfwlO08/F0LShVaVQvoveQ0D2N6nf+lZYZGPnt2bdaYGaflyQl3h030uQkxK993PSf8mr2ZsrO6eeNCh12bTKel9GydK/ElgTO49hsmuTSwus656CS7xz6jEyOSHHEqU/C/D3ybjzZO6ces/071b74TGq1rQ1Z0VDuoa5vTyjGeDBsb6HevI4MXdepM9eAmQ7h1YjZvdgCa4Lwj9jzRku9397G8o6kXixsgK5g6lhTYoEAH7uhT9FS8Urbv+aZMMKkd/nFPvscNhl8VsSLnNpmppmHf7NN1fUddOp6IPk/ycv/J+oOOKFt397rwnQ0rxwswuW/OgL/w0VLa+7/bP6OiR7XypxpjymjNuq2b2kPTq2HuIFPFYSaBTitojIzmVOSrESsdRaqs8iyDzDkCKTyBDGkDxhBsLn1qCMd62yRbY/vhvi4V+19w+TfnrEz6rzRTK3SYE00fI0H/oyEe3PYQnRvJer4zz9/O7fA+Bv7X3/YG51X23bco6kHuuRnTNfyJzlpMj4bHjpjtTtXTXtMRO5eZO+i5OlBd03Kbsy6NsSDo/oy3uehJdLAGMJrO9jk2cQ7Bx45y3HpKUOaZGozjvH5SjBbvXzaPvvj2OIYz3GpqTt8Zg9cQAU1f6vvPCHAXjh7d+OEH+7ZzSMaYe11lRfjy6/xbGmc+CZtXQ7dp5CW+n5CX1OIyVyMInwV1X1PuB/aNv2svl9F3hH27afMKWexwoO2eJdfCowPASe5/GsI8ceeOEyJWlFI5GahpaqJ0xC5O/lAnvscnF5nofvOwdXqnBd0bqvEM4Cp2DziX/K7g17zDsCv2DFBiGkL3i0Qt2pawWCjT8Q/40utkCrtoQAW8KUqGC7G/fmV4OD4mLZhfU9QrT1Xw3tnQDgCGZHoe/1tfC5CGORsD6A1WZQ+y8XforbdA59qQ/GOVzLpFkC70FKrGPfgpNUzTYHST3i7e85J9nLiDQjIZC7ctc7/J6k1hC8hG0MvJZa+/Xs1l/qET8PywSEcaUexlV3lemNPOgSmlJfPadaDRrxp3nvvTpSk52GKfbRuP99019uLF7fc0RWQ8n+q+sejjOs4akutNGTqAXGvN/Ts+RfrDOjKTrxWkglat8JWKKNcqps6VMuhbEmdradIbOQMv76DNiER013M6ZoCbR3/WGnJbXzEGrz0+XWmd/03Ovx63H6OG/ojDmc/5RhypkGNUyV+G8Cp8WAyos34z0eYJOr3Mqd7ia2G0NDCXlYBJ2T5rxNLCrhNXVvzz1gixsXD7J/8ylWLNj/9B1FaKJtfpc9ZWUOXv0f4BBouYW7ukMROW/x2N/hCjVrTrCiouVJXEzU/fY9CNfr2kt4qqsEIi9MiXwu6Al71+nEqc869GlnPm/j68285ajF7NW++u4Az0kwRajhuafdKXlV27+lvCCaRac+FE7chu0sWSTti7QuIUX3coElc66oJE66b/3YHeSiibXEvosJyUMWydwR0gtLzIAku7Lqzb1uHY7YoALu4aYEIcO4pBHay9t5pa+e1Jtz9pN3pl604hEULUnaHP4eEfHaGDNXpMQjb5NuGDrPzZMyeWZr2wgsKVFICUIphWyO4Al4899QK2/0tH3bhzDH/iU9uXA3Xa4hjbaRevWZ1Bo4WTd7nuRa3j1O9/3zfJ3s/gm/zdT5I/lb9znnG+PNjTyPu36YMVT6r6OJShE9HhQJf1VVX6r+/MKqqh5Wf9eEjHv3FFt4HMCaGQ/0t/2moJGGp/KzKn+LhGSxNfEEEk5UQJD83TyDFXMe6kL2HuBcuED34VNcvXQa1lUgqDPg1FU2Zg27Z/fYrg84YKuX9AXZX2UTaHtErG32O1zpJNMZC5Yd0m4H5gvZjCuU124Ndd2NrVPpA2Hlu3PQ3tDNcR1V/MtFmi9BEzuNJMYkrKKNs25s4b7eIDkMVe1eymV7oLVkMEWy0yD163z8HvKxzoJC+PfYpekOskZgnrpQ+2HIHJWIiR6rx+To+bHjG9qjg0//qvPQr4nMgs0X7hEdO3ce4tO/e5Bj1sOzuLYec2ehZFI5ZMuVTjV4/axZqzkZli9JebYeT3Wfjnd4przxWUIj9es6c4xu+Jy7/fXq96IVcnbtknTq7VMLjepHwIuB7TjDJVXGj8y5qyv7HH4/u59K+9Hb5yXw6hrbU54JDmIIogfSj9zNdWMS/y92ny3hgh0N1whE/5tG6njcwSSnNYbSunewcofSc5z6TQ5p2OA8F3vpRC7HWLBk+4YDljfs9fWKOr9mzS57roQO8O5Ox/4kLnYE/zCx3+tc/Rsc9aFY4iSoM0DNFFLqWZxFw2KRXsrj2ffrNZ12IPRnMVsNJHvNCKRr4mtV9DrYNfTWSuqS5EjeAbOEz5Pk7OVBMLTDRSYjMBcioWvPfnEYOzS3sWmJVgi/tLXlmJlyyFsYz3Vhb3qIRaQKDbn3RYoXaVL2j9z0qCUu+dtzXrPExUNu1svaI3KRWffz1JcIhWU4jks0Ldh2PL8Eb7/Z6JFcH3U7XgIyW48e7xAnlYmT3dO6LU/LYddch5t69nGBKXOq59N739t3XnRSPViFmHitVK+eL73GOcZIQO9Bq62wpjNrGpgKXt/t87EyRcLftu0GQFVV7yfY+C+Vyj/eQW94QZTWBltybMmputI24mbU7wLc8uXP4oiql9Zu4h4a6kGqVqtNgDKD8Ulf/iw2OOrV+Tpnvzj4Se2f8+VnqWiTg2ozPkndQ2Kz7sP35lcD0bcX59iQvcAgNMAqUcXL+CziLEmCoT3/gNhrgUt2e/0JeY/mxuwPIeDiTCcx+ZLKV0L99PXKIr1rhy8rgS6+4LMBeq2Ul55ZwAsTtHumBFZDkLYV94S10+p1edIXfAoQb3hM9kev6dpJkKzXR+lLzuatz5KHLKWMXTPvM52DMpK1e8NjusrnsqzC1r9ZxlQzBjqyx+IlYVpstNIUpD8c73DPxD23HPw+N4RVwk5zDqK+pJzua82EWfAY7vB9GF7o2bfjvG719cmYb/ry53JE1V+Rrucvx1x5DLL0Q4ehekmM9H6xgoM3P3pfpd/zzNsUJuK6iOO/6bYz7d+/46UDO0iJm4T8BJc8jb36LHjexEIMtIp4pQ6/fEp7WvIPktea0+wNPEm13VIO6ZwVuzzURwBYz25N+HtuXtn7Af/CHjtVjfO7mDA6Z79ri8AsHJzcJJWEpyMvQYnyfQpitxLekJNPCf7YjWjWZ0CnUNJIW4ilXudD44zn5d2X77m9I79pxFfKPJdTX+rxWCIicxsRfYwEmZI8xdZTslWXQDOEngq0tHc8ROqBnfcSWMJuHTntWpY8uFNClkf+Uj4SJ9+/QTP1Xh4HD/9I38fGbhlzT7vjlcmBZ2bL+UrZedJ1e0yhtwae5D/W3zHTg3eXiqedzL1vaY/VbliwWgPLCH5n9f0fXRx/VVXPI9j0bwSSO1Tbtv2GqfU8FrCm5iF2J5dNVTNzSghCODfPoSMgeLq/a1YH12io2djeoiGGg4XQvTQne6w/OsPUxvNaSMuJg6By3d2OyU+yNuGD4CQ42w79FYczb4Npk8KqnjOvVyxm0bu/mXUMAJ3E37kNeIl6kjlWznea0Htcr57nHIxJOVMlPKuKtYTaO/SaKdAZ+fTncK0jwV8yZ//SMqzY2fOBcCznNOua9bqmWXfS8axbk80V9axhu47EV/aDp9pMxzldG+DNm/y9vvSn1DR83NnNfo+N3QTo7SuPsA3XZFwKHCZ/yidbOQ6TUOqHneecj4XHrD3a/th9p/frFikzkWjJnDY8JkTnodjqnMrSUQ73/1j/rSmj5PScW7+cAGNxnd3vOi+DZ2ID4CDY+Le3NzLEtmzesdE54TPQDMmdYjXFmrnKmWikXasl8PabzeY5RfiZGs73zcD3A+8FLgJaTfDnQmUwdUI85ynvRjT51JxyejBsOMuaN7z012mp+Ibbv6gnBkvmbHOQJIaRui0nl+Pa3/jSnwLgb93+Fd27YqkXTn/V22e/46W/S0XLD9z+qf37Wu0rsmpo0ziQKdu+2PVnmem0RF+r4vNmkphLPP29ySJWW48nxXtMhW3bQ4SCYBpiEpsSt26Ro87hrddXTAbCVPzUM74dgL+69yOhjkVNsxj6l+jxaxvqDP8ed+/q3inOUjmQ9u98xt8BWm7b+9WB2rdk23+0MGRA/H1iy2jwzAl6TnSZKUxkjrAOmZ28Kh989XEpKiHX5zGmrTyWSExKtzh6Wqt8tMmQ4On+e3tZOyznfFpy47QMhH53RrxYyxLat770H1PR8uLbv2WAW6doe4XhymkkclK7FRRt/XZMtk5dh4ac5tnCVIn/7wHf0LbtD08s/7iCDdpE7SlgOd+GWS+Z2cMADCQqASGuc1LVMNDfdCebrqXiIudZMecBznHIFu/nJvY4zYOP3MiV+54Q4uH3CKuzC2y23PCUB9hZ7HOGy52j37J3ApM23sMtPbESYp8m81lyjTnQcokzg4Nu47VtCtkZTa/qt9fznpDvwIkGQKIA5PMayZ6cZb7X6W+5/P42dE+vZTzuw/WV5xrStVy7nzmv4JxDnIaxw/h/sQQqXsM/S/rn9d8jHF4ZGBJ+z/FMvms1dWT/hlJSQ9079+VUmVbNmfoKTFf55hiU4LQ5jpQ9YqBheJaHtnnPjGPr1vV5n14fPEZME3QNQ7+GOHar2pX300yfPpOry+e0bSUGy3ruDzULUfMQ64sXTcn+FJyr+zZ2ZnLE1DJaUlfOQVjw9APcmAhAGu97e7zkwKnb1nTE3okyQ1+uVGbUShoc+/4Upm8q4f844Ncmln3cQUPd37c8BXS5oPoPhNVe5OBtTk+ylH8rFhxRcQ83ccAWlznLAVtc5DxXHtnhyofOwiUCAb1CXJ1ZxcOzMxyc2mZ9JmSIi7fqrTpkHBC93vzRs11z2OESXykXiYSMPV5NGepYIZe1UEN9stuAJ4dzVULmMpeCIjxJx3MKyiFvby09ScgDLb3rehu11vb5FInZSh/WedRD9MHU8scA/BovRSQq3W7pUHtIR98z4M3FFNt6rZCSbft3OmbuZt6bPLeSbwkp59rWhEE0GeKwZCU5OxZ5lmOE7FqVJKiSQ1kJxnCMtwe83+yae318NG3psU3RmpQIrLRfSj+ca3NsHu0YH41ZKLe/9PMPdeF8n8a7+jHZiISSFG6Z7JxvjHx6Z680tyUzUm5cMIVxmgY/B3wBdCLJnzNoyUtqJQ5tTopY5HMphLCTjvT7At6hOMGKlqr35t/nflbMucC97J/c4fLNZ9m7eTdc0vPwKWazhrr7t1sHKX+XvUSKh3jd79kuLXGM4z/sZTfpQ0XLBkfOzW+rntPd6uxn/W/qFrwknr+DZrYx+F1U/elv9SBpTzwwKVeek6pk7XIOaLbcGIK1NvqSU5tIrznpy2YPnIKIwvstUPV9EMdOuaZZnDwh2rNtnSUHp3RPD6/aHUOQ+jf9u07BGyW7tD1bf46ZswRCg5Zqh+s+zD1g/WJsH4cOc772YIyp8hw67Rj0HMj5kr7JuL19qutp+rfqRCfhEb+ceceOLf17uE89B7UoLKR77kAxyxbyKvuh+UZgqoYo55ybc9yzY2uou5OX+nZZE4Ydi9d/SyO8MQ9TVOfwQe4cl81LY8xB2t9pcC/wD6uq+kvAH0JHaTpo2/YHJ7f4GMCMeBEODCUy77BpSb8kyVpVW47jXbLgiA2O2OBBbmTJor+C90FuZJ8d9h7Z5creTtBrXz0Bs5aNUwfMN5fMb1jSUPeIWyT9mqZPyhOdSRr0/X+hn6sBQhLmQXL+J5f15K7gdT34h8xASNnbN9ZNzhHMrtHOYLkIzMG2uY43zGH0KdCgwwD13HqQQ4TWKz/HAOakRO8z17Z818jdy0gnaZRv4a6BpOnV6bXlE6d8ZjZb51i0QBivLHpQ9dsscXbMlkB4dk3PWdIz3YwxJ2Mq6xwTYuuxfcn10TKLKyUEeLH53ri9fmoGfMxh0gNv31r8pe33wz1tHcd8nw3LDNg+WA99z2xk56k03immndIesOx/3Iuh7GXODsZkx67n1KYWzp1PzfDJPhaaUWJ2Bbx+1zSsKO/fMZhK+L+WoHx+QfdPQws8rgn/NU7wAOeSBc+Bp07yNh1MQ8xSxzYH3PbKTwLgAveypuYcD7Bk3qv8Hzx5jksnwxWvlx4+Q7Oece3qnKtXtoPJf9bAydCWpO0FuPmVz+/8GJbJ+BpF5OadqvkvvvITqVmzz07PPCxZsGDZmwqWzMNFQCeVnXa5SlP3egyAnlqZjlmastfa52PxaFPsiXQtWz4fPukxAWXpbmiL9GzfXv3yz5P2IB/65xE0rV148ss/QEvFf+RzkzGWsg+mYx0iXzsnHgOj58raN31JPczFU1/+3KR/uv7SjXTDtsv2fo+ZyTuTaSlfr/m4T0GOWS/5ROjncU0XyRql0UFy4VGao8HexOjdxz7Wx/B3PsnVUH08Ha/ptnK/eX2RXRpt2MdfB689O6fe3rfMdm4MALe+8i8AMb21XgN7sZO0LQ66kL8bQc+x/G4ZG32Lqp2X3BnVY8nt09J4Ba6LOP5PuO10+4/ueFESdgTpBtFSoP7UkCMG+pmFKRtUPL6vdPe5H7DNPqdoiPH7YiOOnPgwD78k7tHEIDruBYTj3dwnoTtWFWXTD8tRsuOy8zXVs1S/l5PCraRlVaLW1OIRFr/doVnBIzQ5gqmfyXt6rSR7nyTwsfn3tYSo++sxKiUoOf1MIQo6uYiuZ0w9rMdvv0vf4xjyF5iUxmnPp2XKvHFbyazk2GXB7kFdrxcyZcdZmp/hvOTjxO3YcnvAY1BL49N12r6XbOh6LPrMaSbUzpd9f4hL8sy5btOuf8x1kTLDQ0I53GN2LNJvPSd2XsZgiikix3yU+mHxtyf1673krSnA11c/+dHF8QtUVXUO+HDbtp5+93EJV1lwNzePbggoq1+mIFa7uNom98ilIKFvng3EoI/j7m7p22ent+vucbrf4BAPzA77vaQvfT/o6uXsFgdsJdJbuDhmhoToLS/ts8EhO2fTayOlPj03nse/tvfnwPMD0KBD/aLN/1ARX59Tt3PrqYwtMpxC/HPEXSM7D8mWmAL9HpBIgzaxz4fu2gPgCbecGSBEGaeMz5oucp770laqlo4SuiBtCR89DuE6uOteahq2b7kwmN+h5DI8azIvK+jHoMfnaQtKhEKbIkpMQTq2MuoT5kfKeUya14aHEzSTZc9YjsnV4x723Tc/pUShHrTlEdxc3bk25qx67/Thu0Op0+JT/dsUCd+WE9y345S19U2p/+DSI6Hesycnv2OZjPAZNZZy9vTftmyJydJtLYm3bVpGocSslPAeTI/jPwH8Y+DrgC3gmcD7qqr6PuADbds+zp3+qmNJoZ69U4McIJveNEc0BIH89Mt/Dah45e1/gzV1LxXez3n22eEBznF5eYbl1TlX93Zg1rB56oDZrGFx8jILloMQPYDbXx6m/2W3f31P8IOtXqfuDYf1f3/5f2aDI77v9md3qGEGDJNiJOpIT82f21d6D3tlZgBHnSkg2PwhmgO8a3olJa7VyqRrss4iY1nTocOWT9i99+W3ECWR5vu2EpB1J8Vw7gABAABJREFUErTEV8rKsx9/3o/SAq/Y+9/7dzxpwHM4S2XolOhYqV5KNuS9xtNrTn1Ho19+3v8CwFfs/cAoAvNAIzXrsb9tCIUeTw4skksZ8dxcHA76O8bo5drOSVul+cgxTFaS88alnc9s30r5PnL98SJOZB7SPg+Ji9VIeJK37DfNfNrvmjhaadfWaxmKKf45tk9S/2++/KepgC+9/VXJmdfrb/GOx0CV/TeGApUdkx2bxUc2kY/3np6PccZ2GnwH8DLgK4F/pX7/XeBbeZx7+89Z8VTuBcrx0PJcYMyG7x3QHBIACaSr+rpEtb7bpdqtadheHLBczNm/QfO0MauW3hY2xa62GUmfA6EKHKi2DmvnPlH7+yk9ZywXnX8BjEr7Grzc/Lm59CUDn/Fy2zJ1HxYIiEU2vuZmqC3QTlxanS95vvc5hc3YlxunbveoS4S512WXtIRR9zUndQRkH9vQiEPCUL36PIdPe8+DMITWkXXlpHnxkG5uDWy5KaC1BhHmrgTkaQnGJOhQ2zDVcU69WiKsY/vMI2B2v+eIqiUQOeIUhZM4F9KH0r7StWvbsmbSAjM+jeHzCHvO7Kr7ZiNHvDX2kqXlTJGeSh3oc5V4fbbMh9eOgMc82f1lb8G034dpf9OInLE5mwJTCf/fAP5O27ZvrapK63H/iCD9P67hiI1eXWLVwILM5A7zqSosgeN4hTfUtJ32Iajf44FsmHGOBwYbx26yoRNQ+K2i5Rm8F+H2RT1vJYAFSypaznC5Rwx6861JOU3okF4dEUm9bphfPfKlf5V4Z10fhbS+HdPQzBrWdZp8JUpkMk6tKdGqYS1hDyXqMSceb01yEk7OhGDblu9y+ENuhcMsss8RXEmIs8N+Uq/0SZgN/az3J1jOWV6ds7q64GhdB7XJWrIeVWpdOl+e2ZqNzRXzzSWzWcPWyTRZ08IwgHH+6x7xy22ClzkzmEMByxTnnJdyN5VZZrrkc1Bac59RGL6XI+i5pF0p8UuFhjHmRs6jlmh1vceRvHNaGY+geOeuhK9yGrAhAcwzPIJ3rW0+1jV0phNGU8+P9rFI29JCXFSv27BX6ZedWxH87uXCYHyluZFyHoNkYWzv6vWxKYk1Q+vNc26vjDFjUwn/eeADmfeP7SfwsYYVc+7lgrNI6X3ikLfdabCEQTMQ2nNTQLjkBUtaKs7xYHII5Ca38NuCQ7Z6KVLfzCX1inQuyPqQLTY44l4u9BKahOjJBpJQvYa6D/1bICGCS3Ow1x3Si45fo179jfpch9jYE92/PtxvdoRk8Gs3o2q/mdUsa5tWNuViS1ztTPW1tOFzSFJDjmDLsyk2dG2/15cs6dh8ceRcMu8l/rs6HtoiZR1FcNBs06xrllfnNOsZzboOBB/YmDUwa5hvBiZW8vrP62Eq0twc5KRK/UwIv1XVekhIP9UIfk3d+Z+IZJeHlIgNz+cUM57v0JbX2MkYdL51q9a2Y/Zi6AXGiGhuzKU96p2F0vhy+MwD21+7yrZ+a/Lx5sv237Y1xRfBN9kNc7HocUsd3pl+Owd9bhWpw2MS7dnRY9XlvQgcId4eo1BinvT3Nb5pRM/fcWAq0f5j4LOhm50IXw783rFb/RjDJle5lTuT33KbTztJWYceDzTi0gyEl+XvsMsLcDc3J21qDnDRSQKyofY7b3Dt1a+JYtjcwYRw0F9KEdTQQU7c6ZiESOg3aDlkK6nPpqeUTblolsyvXmOxNNK97FP5W++khSmjoZv26mrHGCyPgCPaztafC/uzUqV3OKX/YzD27piEJOtp1asa8cdLlwLhl7Sk+rreg86h87c6xugcD/bv5cbU1DXUsFoMQ8Z03nxIVdZRKhLv6BiBkJPa7XxZwn+ZM4k/SLieJA2B8sbgrZFovWybYT61kcpPrqJBE5C5YcB1/XFccXzCyKdEaBhKpTUwEqVhtYrSFzveFcM9KGsl5hVPgrR5GfLE2WfujnM2clI83d4Nv03PwjfWtiXSpbMoZTSMMerpGGKfr/BrtFS8i08dPJO2bUSCdojO7Xd7pjRj613dOyZkas3o1PswSusylfD/Q+Bnq6q6QEDdX1ZV1ScBXwF84cQ6HjM4YoN9doqclqAWkUIgbw96NNBQ85e/7mmsOcGTuNhLfw01e90d74ds9VKgJipaYrc22JqG53zdc4Ho8aqZgyWozTfn+V/3LGqOurwG6XxYyaymoa7XzE421Cd91aH2VPYuMypJ7x7kDoF9p8QETLEpH5djHnOWsQyBJgqa4KYJX8Kuu/lvPw8Ivh5aciypjG1kR0qA/cQjNrLAtqXrz+0NgNnfDqk8hJm2kp60bSEXKaN/tzkRbFndnp77XN2WGbJ706t/aEtVuSUMIhaYd6Y1gTHmUX/aeqxZT2LhPRMM+A5uOfAkSd0/O7dTTJ9jbXmmM3mu8cE4Q+6nLS7tvzIDuubTvi6cvXM8kJQrRWfosUlUjB2nhXTdYp0hFFFO6XB8ehwl7YB3dq1PjobJcfxVVX0+8FrguYRred8B/KO2bX9zUgWPITz1tie033LHF2c3jgZvs8ZnqW1XI1ANuYWJkn8g9Jc5wxLl1X/5HNfu+7iQKmmve3kGbAJngVPXuOGJl9lZ7LPVefdr5OYhDJEgdtmjZs3pzpFQx/FbvwEhKl5SEU3C9VgHHHnjIH5zoY6WmnN20jinZTW9XTf7folRsIhU6vEOvVU7hr4Pb7+TMcnfYrIJzF5U/Qfpe9t85qVx++mpkIdrk0q6JShJS2PvaLB7x7squiSllIj+VPVoqb5YbjzxTWmsnnCQi/kvgSVIum9T9q597pkjc2M6Loy1Ie3kCL70W8rbcGI9bq1F0+17xD4HjxbfT4Gc5iHU7c+71iBIn3LMjbfXx0wgelzfWX3/RxfH37btbwC/MbX84wlE4vcgt2lKSH/WTfGCZe8UGMumC6U3+0P3XgHg9IVTyTv9/e1n5hyeESeYuNFzCFT6tXdv6MPuhXSMnpPS/r17QMPOhXlfn5YUZ6TahYEGgHVP1LWHv8TuJz4AkupX0v2mmZ6D7kimeWZ+HwOzc1v1t77Jb7V5Ins/gAfx4IwTPC1Na0KpGULJYy7X++5wRa1KeOfu3/lTGja45XnnQ/8N0yFltVZI0j0/IOmeOc3e5V2uXZ3D3maY86umw5vdvG3GVNDbpw6p68Z1qEqRTRzr/u/cSUPN1vM+dUA4ZU/Gi60C+IR7PGtZ6bcpxD1X9xjjOmzL3w8eQrbvjIHWcllnR9uG3jelNqZoGsbs48f1C9Fzo3UmltG3TGVuPuxe8cwZnjOqfs/2wfbj4XsfpmHGyQsfnzAUdg4teP3Tz3Q/cntX/7O3KZb6UfLVmMrATI3j/7fAvwR+pW3bkh/O4xJmrAeqHPBVlNYepBfFqlS8euxVlQIr5vzTr3oLR2zwytu/goZwY+CyU/mL6teq+KVvEm6iQ6tEsnjjV/0K0PJ3bv/rAIk3f4zNDwjlB7/qdwD43tufPbAzCYG3SnmBHnHUMxl43JQLXIbA2untPOrwPTv/8uk59Fjwnbf8HPFTJKlc6FUOaVpk7JX36ltT808//+cA+Id7r+rbtxfTrAhplVfM2eagdzoD2OEKp9njoGMa108eItUcYsrZLzWzaBHXL35+iOP/q3s/4iAp/7tez0dDqPX3MUSqnaCmaQ7S5Cs2amQoqeaJYboP6kE/jqvJ0uOzkI4h9seOK6dh8Qirfua17+1x0VDJ3MFQQs+Nx/NT2Or6raOTbEip3Zcp0zFPzmfJj+U/fdX/AcBLbv/GwTzlGNTSPizNnd37er5tdFVujvTf3p4RBr3EWIV3p8EB8DPAtaqqfgn4l23bvnXiu485HLDNHdyWLKDlxkq2SQt2ouXQSI26znTzBV3BvVxgnx3u4Sb22eHe5QUevrQLVzaDmn+TXiq78dwDbHPIWS6x1avudYKdhhUnqGiVH0OK3PTB2SDc0LfLXs8t2xCS7eaAet2w/ciRL7lrJz/r7BcnJibr2QTqa91n+P3aIkjlq83g96+9+kO1PsLWkKrVxhkH+dty/V6IUUm1bBkG+VvUm4JANJIU50xpUzttilf/u/i0UWLhMSuS2EmHaEKaKGQMeZXG7J0bgOdyR/G8eAjSMti5MR0HxqRfDzwmTkfWyL7ImaL8OmfdeQsgtnm9F3N9Lo1bcIp9/7jRDPLPT/LjR1aMMVmWoMqYxQzp74F0P5SYdgs2RXeOIbJzlYsICvFHbV9O7+c47545aBoTWupzLtKjBDkTtG5Xt5GDSSelbduvqKrqJPBXCQ59/6GqqvsJ1/X+bNu2fzSp148RbHDk3iSmJ0o8ew+dictxWDnOMG0jEv6wAUICn20OuJm7Abh1cSfNkyMx0k5h2v6rCbtOzBGQU8s93NT3xx5yIeoP89+oaHk7L0gIf6IlqA+o64b5YvwSCV/SGEpSdr5zHPhHy4jFefcZCN1HL1WxlSI0UdA+CbG+1CapmQPd9zlis9QX+ARPcO0l73HreWndj22WMS+NecsSWE3ENbNg50P+FgZR+rvH6UG9ep5za2jXpKQhKUmh9vfcBUOQ3liYQ5C2XwtWWLOHneuS6tqz7+bGoN/JjcEjtna+PA2VV76hHqRr9giy3g/WxGglai+MsUTscozaFObPwxNxH6wGz3KXH53oyorJ1utTnMetZB5zONDiEE/4yL3nMe25OfpoGObj2PgfAX6W4N3/BOAVwP8MfPNx6nks4Ihqkqc05NWPYQFSNdPwYJY5r6q7fnVLMSHh4paQAW6P3V4StD4JvTTOQb+NbPy9cKzx8p0Dtjlk3vkiiF/CBi3nub8vM0WdJodIUEifr6BJE/qAivE3YG/pg2gKSNbAyfSn5zFxnuruDtA+Bh7oNpeLoSd7ypDEQxo4/jRrnafu1MhVs1M2y1/Muy31r6loaYEzXO7f1+3AkOn0GKgcs5PTlmhkJPtNS4N6X4Q20zvMS4gn/B1Twcp85coex2adV7nu9PVF5mpIjNJ6y0yj12dPIi2FRuozlFtHac8yOrnzmBuHJWxSr/TRtmnHrIlSrkxsM8zBTkZFXuqnfj/WPy65HlfLMWwzJcobHNFS9QwexOvO83XkzTMloi/h3J4pyp5duWshMug+E3kcASmdo2NCVVWbwOcBn0/I2nfvcev4WMOMNWe5PHqQpzqzTOGuvA0qB/g899MQpfkFy95mK1fl7rCf9GHLyawmBFC41vPcD8RYYE3Yo/NWUPXL37lx5eWFbm4MwQ2EtavnZErUcyl79cbXvg1jyCdRoddzqGG9SNvIOcTk7PBjGogc6LHIgRafDdHS6LXWESHSrk3Zq/ufk3itdFNC5gKetJUbb4g8mHHAdt8v6dMRG1TQJ8WSZ9Zz2TOp2TmDgAhFI9KYddJz4ElYaZ9Tgl0rQqo1CDnp6tGAx3AdxxHwOP4ndvye+SrsLe0Y3CRl9D61Tq6e53n8Lb0BzwOP+bARDuk8zN19m47TX2OPMZA5tJ+5yI0ZQXtV0Q7qL10WZeE4TKV+5jlW27TrOhx4ZRhpgTH/EA+mOvdVwF8G/ibwJUAD/GvgRW3b/tbk1h4jqIiTMu7lGyfdJvApESRbxvv9tm96AWtOcC8XOGCLe7nAIdvcywX2HtnlyqVduHQivrQJJ574ERabS5508iLbHPb3RsMS4Qqf9U0vUuMRmXVNTC2y7BmHL/2mp1Bz1IX3DS8agngvgJ4vd8N3hN3exhel76OuvmtdQp4OydWCmAM/a+fJU53nYD4o53mkly5xSRF3iSHQf8u7tu9Af/9BXKsh4tIMwMNf/ym0VNzGHYP6c8h6qFbOE9ZSn3OEO32WlvnUr/9MgI45zakiZ9gQL6+M118Be1b13On3p4Duh9Rz0Km65TMnfXtzYplXvUdyuRFK65FjIKymoyT16/pKkqoG6wOg74rX7zwaO7Lua8kMY+cot+9gPFZegy5rtWjSl0//ps+h5gh7te9Mta3HruspMRTe2IZlA6O7VvWWGIvc2C2jo/ufg0lx/FVVfQj4OODXCer+X/3z5N3/lNtubL/hjlckv5WcnHQZ6x0K0xJmeNKWIHrJ2naRJ3GFHf6EC+w9vMvVS6fhUpVmw3viNTY2V5w/d5Ed9jnD5f5qXq0F0BKM/C5x/DWFm/dYYb36vbJWpV9dJbB/1ukP1XfhmxYkDn0wVPXnUvaW5livm533scQ0sZtDhDJGUDQxhuHtZmOQIwa2v1p1nHMu8zQCUyR9a/PWdlrNlOj6fGJiGWlfU1aWfsqhZznCmrutMafZOA7BsvBnIfl585fvg+9saduz+06vmZV4H53Pgc84ePtOn60xv47c+7n2SwykV6e06fk2eG2UxlBiVKQdry9afLD98xh1r07PCXYK4yefP1l9/UcVx/864F+3bbs3sfzjCo6oE5u5Rc5jiMBDQvK3JSre9/D3mofu+jANKz7ulh0WLDnHg5xmj132OLhhm/0bdti/uVMTN9vm/cCEHLBF4BPjJnj4rhCqeOMtp9Vmi/2SNMAzGh68a48N1jz9lgWBm9WHQte7RrjvNTVNXVPXDc0sMAD14ihrT+/nTcXSA27qXQvS/6brQZznoT0eyjH5Mg4bluY5J4XPSPTEHhfVxj7S80wH+vd+LhwpXup+169/kCOO+OSXPG1Qp37Ha8/OnR53DjyNh/RFp6DNqYQv/fodADzxJc/p240XrByyImYWTPNONG6/SpJ/adwec+ftLStp2zHbNbFJuawk7Dm6QV7KOi4jkdei+BomPQ6brU2PzErcpfXwmM8peDK+l46lRPzGmHXd15zWIOCMIYNjL0Gy733krmAefcItH6/myif0di6k3BZpnhWrss9p0nTdY1J9zh/JK2PpkgdTvfr/OUBVVWeBm4F3tm2bzwf4OINwFW7Mwe15eOYOW4nj9Lix0gL+2qv/DQBfe/uX92Ub6sTxSxDvfr2TICNtM7NI6Lde/bMAfMntr0EINqTpT5cEQv/PX/1mKlq+7fbPS/wAtGqrVhtnRiDCq+79g3qLWd1QL4aEtDQ33ryMqaPGpNmG2YDsS1/0rV79AXSyCUL0QdD9Hjs4UmZN8I5uqJVj5in22eFQ2fj32UnKis1uTc2/+hvhpuuX7/1wMle5/BElW71lUqWMEPCc2aIEMn9yKdTdf+NvAC0n9/5drxIWpG09/fUekZbTzJCpRCRoS/a4aK808szNhTcnuYuUvHn21MEyBs3YhL4P70fPMRgeWK9tvW42gsTOpVWbb2XOkSZOAh4B9qTLSNQOB++WICfVToG8Gcv3Gci1ndMgeGvxK6/+RQBecfvXDMro2wLlb49e6LMma3ZgIgD03pNxlnB6rNvPI5KDqZqcqTb+U8BPAX+NEPT4icD7qqr6UeBDbdt+55R6HisIzhv+pp06UR6Rz/2de/eIje4yneGmkD4sWCVIbmVIm0aMsklqgsPeOR7okZRwnVbVv8lVKlpu4p4e6VpGyEpn0pccohubj5JtyjIpFkrMhbW/pZ/h90RaHaflPeRUzlYroImK58Cnw/fErwGiFqZh1nv1y7zHC5lk/svSu0YsMExgIvOos0xqbYclMsJoWkIj+02uEbb3R4Syq2TNSqp2yWoo4Kmgp0jVYxEB0hfwb83M1SN91rjBJjyyNt0pPiC6XDS5zAfvSbseo1Qi3ClzbIlF3pY81uccaCm5cerV624FgHSPRqZd8JinWYn1puO1lx955oUcM7DH7kAoGaadniPmX92H0hyl+D0y0Bpq1opxCFddWQanJKR6TP6ficQPfD/hat6/ALxN/f4m4B8D3zmxnscI2n7S1mqSZjQc9tduTpNeBTxkpOvR5Dou/BEtchFQ0zsVeRLCokcww4xOsa2wGaouslral5p0aJZs4g2OVFlReeuDGX+3zn5CEDxJwpPovee5OfXHmPbDb3OVMBBjTlNW4oWhrdg7NBpR6+/20IX6htfyeslhpC9tR0r3OTXYByVnJkgJYSS+kbh5iPXReAFrEMKv1aixn5qwpEzrUHIdj1WOd/6lhDFHsPXv9gxoplaXG/MZ0IywEOrDBGcMTSxjDMqQuKfEwNuD9pzmYCouswyCxl+2Ln1mcsRFz1OqcYvzrZlnG2qp94UVQrysep6w4t2WV9IK6TJjqvLSeRkyrL4/hcdY1dR9v+14df/GTC5x7mNW1xxMJfz/I/BX27Z9Z1VV2hvw3cAnTKzjMQOx8etJtVKtJd5TbFIw5PBLG2aj+xRv73gbW/6Kzxj3HQ+HbPAcshDJb9lxqHpMS/4IaLnIkwbPPFWZd7j0wbaIQeZEQ87Rp7SJLbEugSfheG3kGIApRFYT9aVZI0+FbrMCamc6qUf3F+BunpG0mbu+c4xRPc5863osksohsY3uGuFbuGuA8NI5G5od9FxOUR3bdywB0u3k+uGBLhdDIg/d52k/PGKXXo7lMap2LsYiGmLdaf25vnkExasrfM/fBaC1NOA7NNt2PKbAU9vXNOxwBbiS4Bsv4c6wz77JQoN11C3j5VX3TqjnHA8O6rOQ2xM584nMRSnro6Y1wb9kp+9zrg8lBj60R/ZuGoGphP80cNn5fQcmnrTHEOasuKDSDXiIXr7rSbQINGcjtQheE3ON9B7mt4CKN/MiVsjtfAvubS6wv7fDtQ99HHyIcLnKla7RU4RUtzeFFL5nzl1ml4fY5rBX3coiv50XUBPV+jvss9vdxneWS8yBiiM2OHJv9rM52hNVbrNkfvUai6VzAU+cWLpJlAlMP83vktAHSBLs9NU5yX0gtclbyKk7k/cNsrXZ13yCnbePl6QzeU8kf4nxl8iOQ7Z4R0dIbzT3SQwJcd5jWhP1fdIY5Bzjo3+zRCG22Qz2xxEVFXCJswME7DHQ2rkv158cSH0WqefKekyrfqZV9TYfRq5/OYYxp0HSTKLgAmt+KbXhz+N0Rk+PxX4vtZmWmR4qmWOGYGha0ePwnD5zTKvtU+kugKH07WsCIGqvpJ7cumpcoNf60Qg1tt9T9r+MI53b1KFQz+8YTF3d/0qQ+t/Q/S2z9Wrg7RPreMxgzYxLnBkcSG3bFPAl3KHkE+rNqxjtfekAL/wHz+OImqdwD2tqznORNTU31e/n8Mw2e2d2eehZIXvf5ctnadY1R1e2YV3BbM3Ruma1nLO/2FHc8pJP+QdfSM1Rn6td91Wk0ofYZUbD5/6Dz+AE19jj43rHPnHakrF7d4JDIMzr9RHUcCI0EnfQmuFu0n8roq8z+FmP/5x6siHedHfI9gDJxmaGccexnvyFMmkd4g0cbddbpj2PschLPU2PNMR5Us/1J772f1T1DsPodF9z0p5mTLzkIyXCoSFHuOnqrFnzCa/9a2xwxD6nBsTW8+beN3Xn7JEeY2LnwdZtz6nnKGjL2nmcKt17z3JlPJW4ZmJK6zmlzVSi9Bg4H2fZPj4aKNWp27b9KK1Vrl9aO2S1EVKL1aKV+mTx+2f+gxdQd4KQNpFJ2wHvbKu2hkmPxvqe2yslR2dvHT0JP/+9fM6nxvG/gHAl7xuBrwR+AngW8BnAZ7dt+47RSh5DeNJt59uvvuNrk8mwiMHakDxuTFR4OgueLq8PeelQWQ9jnelNpEDx8BcvcMtheo571tlKytiyqRfpkFv0kIY9rPp3eSdnX4sbv6xq1n8LNIoI6IOtIx3SesZVgh5YBiInFeVUzukMDfvsOf7l9ojN1qUvi8nZo6cyCTnQCNF7V//t5fXP+WHE94dJlHKELDcur8/eZ44pE7B7x0JOyiyNqVSfrjNHDDwikJPUdRY3HflhpUFdxxgjYP1d0nGW90YOxiRe3bZ3hjR4avTQ3/lg7kRYkRtNrc27hMO8vtu9E34b4gH9uzybQoxLvgyWGdY0Jtab1/j8SPVNjz6Ov23bt3fE/5uBu4EXAe8Ant+27bum1PFYQs2aXR4qckxTnXIgJj0pLarn6PWBdz7ENeacfvYFlszZ4zQr5jzAOfY5xYOc44HL57i2twMfqlJV+hOBU9f4+Kc8yJn6EqfZ6zOnfeSd76PmiPrZT0VngpLNvqbuCf1977zECa5x67Pn/YHQmeXBVyHNWTJrGuZXr4UyHXNcWXX/cUGmUNdhtQfGVNBuhs/lgiQRkBeWF/8Wojv9TnBdl5YuBOlGYp4mwcn5Feh+6ed/8PN3AfCJr3hOwhzo65pDWOCMfU6xIt7vsL/cYXl1ztUr2+F2xzXBVKTXRZtcNrvPU1c5sbli+9QB88WqTxEdkkOl9zucSsxCa+76+T9gg5ZnveLWfl68nPiawGrG0qaDrWmwzkg5psDTEHhz7EU2yLpaTZY98/pvj7m0373+Sj/GiJ/HvFjthNbACdg5saYoDWl/Ui2BR9S8udCCjhYaLOj9XZNeEavXb8rVyXrcNlmZNx+2D9KPcFb9SKq9d34AqNh99tMGY7FQD+YiJkDT9xWU9obua25v5QRI0XoclwHzYJLE/+cdbrztKe0r7vgGdxPnvC+PC/awyd+6zn/+wn9NRcurb/9SIEp2Yu89YIsrXSy4qLVlE9vLU3T///0L/zcAvuj2b0jGp2/wE4n/J1/4C0DLN93+VxRRT8NWbNpO2zZET/+piHHq/OkNb69EtXVbpk3/ZrUMHoIR8KSf9PrcwKTtc4rLnOUyZ3iIXe7nPAds8wA3InZ8qU/ma1tlUbTjFQT4rt2/DMBNe/9FjcMPrSypBOW7dV719naJ4c0RIfn3g7vfD8C37/29ZM5ymg87/znveT2Okmpez6F8Wmcq7T0eyvjZ6/TcxnqnZ0sr7S19VuyZHdMQlGCqRkLA2oRLTMRxIhz0+GC62jsnIefWxvphjJkaco69Fj/VrPmXLww5UCS3igdTcFnOMTFnupQ+lev0BUvPZJaDr69+8qPK3PfnGk6w5hwPFhFKSXqwXGopfWqUYIYcYOpIMuvrFLn7sFP1L5lzpXPYE1VeiUG5yiYVbX9pinf5g5gBrnECaHmQc1mi4iFfy+17c6nBm0cBbxN7dYwRqTqZi2lhmLZ/up8WUWiCEqThK8wITpNPYs557kduVVyy4JCtRJLxwBK/oNoL992Jmm+t+hSl5pBLXMK47I1t9s4FvQdLtliLXHJzZhGnvK+/i7ZJxldTsyQS5hwxSdNHByKpzVZT/RIs5Bi9nFlHvuck1DCu1NyUq7tkVvTGk2e8fEI3xmjlxhbWMUj8uj+yn3SuB/1+yZk1Muj59+x50zBNSJh3/69UXWVm0OIgDTKXUiZGfeWZjxLz540nhwdK/Ypl8mGXYxqlKfN5XRD+iqNELZXLiOaBTOK8U+mE31IHsuE7vu2vMuVyHFvDrD8w0SmsHhz1RS91h6Qq4twX7PjLPld/tPUv2eYRKlqeyx29mkpfx2sRlIdewM+CV6+Nikt55esb+qYeyhJDMeVd/b5u00o1OkbcMnXyuzhrpsl57u/f8RCvZhZt0p9Dtvtn7+iua34SF5MyIrHmnN1ye/ejZZjG5nTNDwLwZl48uW7vrAhClVj9sB47g3I5aU2rhMFqOtIylsGHoUQqz6zJRtbWEuecVGfbLCFij2h7xNb2Xc9DGLv2t/Bzf4wRCdmnYQ7Ss6FH682dbSNHDFNmI5Xic4IH+DcoWqZH+uKdc8vACUgulbu5ebCm+cRm4TfNCMme0Y7HMK5Zkr7adjxTlMVJWvWv53eMpoU6ryOIEzS0J3pqyLVC3PKb/hyz1VhYBV94LnO2r8duXNsvL1+6jEOI+jVOUNF2XKvk2N/uU8ZqR5cVcypaLnO2My4EgiaZ5GQM6cZvypf0CGjb/Ayoj+J3rg28+dd1PCiHxl6uD4TNHCcoUieQsWviOXDJ2mx36VfkfSE18WANkbBmFi0y9NSjOc91i4yWLPg3Xb9u4/e6Z2nstNeGHZNFTvF5WY2txycILJejX0A0V/rqaCul5tr3+qD7kiN6f9ZQ0qBZCUv6o/uu++1J2p70qNuYogKeQjxLdUjfppjMvH2kx+ExM15/coQuN28aylEGw70o7XimSv1ct2kZ8d/nkJaKG3nQYfplPw7bzjkXz1mxZcYt9WhHRG9vlxgzTxPhMbqWmcrBdUH4JY5/ioeuzW+vEaDnKATpwS73IzjGnTPx2kvTpnj4e0lipF2tyv8wjwAtt3LnYENIedkQQTtgs7vVCaKVC36W0KO0pq6Z10uaWRMYgI6oz5rOwW8EWjV19RrmV68x5xqLWZc8ZbYX2qz1XKQe8Msu770Gb8PLmDXzADHCwEr3HnNnIadeC/Mtc6tvc4xr2TB0BNRjaztd0B67SRmNvO3ey90lbx3qGupkrRcs+/r0ntVZ/yQ/u2VshmP3LyexYOc2JxF7hMJjgmwyJF23/dtq9yxjkVvvnKSXyyAnZg5ZUy9u32OIHo2jliXKHni4LvVszxMUGJqS0rp9QUhMCNP6PmQmZJ/p8LkyM5CO1Z73kgbIjkUzRZ6E7e0TG7oax5g3mekyui1PUrfnw/bbS9KT0y5YGCX8VVXtAH+RELr9u23bXhp75/EGFWGCS5J53MTpoWrU4muHO32Q9QbzwjGE6/6c7/5cGjZ4gHP9M725bRiXfNf9q50xPP+7/wp1lwRGg7abisT/d777JjZoOMvlAaccTRipQ4ygtIZwQ5++pa9ZH2Hz6TQz+/eG+m64/LpOzAaiWRDVuvdOP77OtFCvx28KtP2y0QBWrSsMgifZyd99XeqZ1FGz7u2RDXVPTL0ETy/5vhcAcJ6LAJMI/2Au1EEfUzVH2/vM7bsmjraNBUs+9fu+nA3aft+AJjQxZe8Y4vKItW1bM+KasGoHzCmXD1kivlBnIichpu/7ZpPSPHtjztXr7TOLH0oaAcsIekTO9lG3bduVS6WmOqLl6vH6L/2DVGgqhRbr+m0b3hh900GDXb+nfvfXskHDRc4n7eWEOm9/WKbO4ga7J30/glyf846MGk+M+RZZKHr1V1X1acCvE4LJKuAjwMvbtn3zpNofJ3D+tie2r77jb/d/e5tqzB6pwR7Sjwb0AREpXxzFRAUOqVlBJCxBXKJytXGrVv1VM4z1Lx0Ki0TssdNl9XwODk/ThKt814E58Yi0ZO4TIq99Auy8e/WHetXhc+qxCNNT7XtEZAw8b3KPgROEKs6bkrdBh+jliG8JAUtPZa3TS13yjmFx7D5yjvU/Oh+BHKHKhW9p+GidwqYiwFw9Fjfoc6c1G2PIOSdgHEeSzWWP9NrR6zKmrfD6ZeE4+M2av0RYstc86/3mEX570VPOeXNKf+2etRFLJdNGbn8N8VCaEdIScenXmCnH1in9s+Mo9cnOwbdWP/yovPq/F/gT4MsI0cHfAfww8Ekj7z2uQDL3TeHSPc5LQCZXq+Ytt2VVi7qdy2+/i5ojLrzgKd1vQ1uQd9BSJLhMytc0fPDtf0JNw9NecB7hSA+6y4dsop47377HnGvc+oIbkFj/WCaAjF1vUKvC8za/jGngUFXXUAOLskOeXYcx6JFu3Zkk6hwBGbfPyt9TCK5HyKLD36JPwHTANnvssmLOQ+yyYjFI2btizod+7FdoqTjx6lfSNDXNOp2j+SL1ep8RGDhxztSmH/AT7FgYc0z1HdnCsz/6sRB2+Cmv/ouDusrIzGcgPEba85cQyGk0vDWaEvI01nfLVNn5iO8P91cOIU+xeQvIuuaS0JTq1P3wGGdLnKQejzjZ+fF8nDTUhLwQjTId2XpKBDdHBHNj9qKtcgRzRYiS+fDb72aDNRdecCHBl3rMOcdL277tq2YWvXny6tVMEGhGYqiZ8jUH05KqjJ2G24CXtm17B0BVVX8HeLCqqlNt216Z1MLjADY4GsRRC9jNHP72bxWzB1cW19rUc3Xf/tpfoqXiwu3/Cw11b9OVO9u1xJ+7G1xL8nvsUtPwrtf+EACfe/u39V760Vs/3Qj/7rXvoKLl1ts/izV1MlIpaw+jBo8gyLuyjS1oZD5nKGVaT1vbnxJy8tbGU89BXvK0hN8jAB4RjczaVl+fHlfQwoRoCiFwcjGTLvevvvX7AHj5q58CdccoMWRMxkD6Fuci3ce+A+l0Nx+p/23f+g8BOPPqL3XKeIz0EBkO+5Guid7vc3wiNUWjkPPLyUlmufF4hENuDZR2bDSA/VvPg2UkRBPnEZ0xB9iSKUD332b69IhEznxi5xX0OUsldatt0POuoaTF8n7TEOs9LK7hmJnhba99IxXw3Nu/YmDytOARWKlXzMAyf15fteAY1iZgBQ2RyUuZhSkaibDfYj9KMHbqzxIkfgDatr1cVdUB8ATiNTJ/DqDqD4HHKYFPHEo5oMeIiwZ5Jt7Q4jtwwBaHbPN+bmKP03z4gzfCfZtBt3KVsDpngU34+Gd8kJ16ny0O2GWPbQ57huPdrIGWXfb6gy2EP+SgXvW5qOes2OCI81xULEbqNZ9eqblmsVyl3vxhoNGjP8dkJh7+4dNezPNoIGefD90qq/Ehfyj0Yc5JPBqZhneanqkUFbvVBIQ2U8cl7by5wREtVc8ciDngsMvp4PUpJ8lan42cBKUJYPpsPMZc9vEp9tVeWSZteXNg51nXnZPyBDQBaggOjMdRAcdxD8+sBU+y8qS10Bd/XXKQY1aWxplYGAmvTi1oaMnQG5Mv2EwH2xc9dg+sNsfDLZ6QpPuWy4Cp18NLiOTVma53ure1NvAKO/1Vy7oNXY8X4qjNe3oMuT54oJ/L3NoEbuX3j+8oOgX1nq6qxG+77X57uP+hbf90Qj2PGcxYc4bLfdpGm/8+lEnt2vMuvG1G0ye1kAMnHLO1oXrcvk4PW9PQUrHDFVZdO8tO5bTPDmeffIlLTz7L4SNbXLm023WsYWMWkWnTozx9f3bbI2PNsAhIP8WD/Ij0Fjw5mNZ+uWg6BLg2joNC9NfddxgS/5n6twgE36bYtXH/AMtFJM46xa6MLSe1WuSbCxmzZXISfhjSuLrfftfv6b5Z6U3bPY+ogKpnDuYdGdg23vVStx6vd22qlC+Hb/nIYviZxlLXrPs0VFe6S1YtaMRu0z4LyHkZ8673xp1Drl6fcwySt37HJYrSbhinf22y1CvrX8qIlxuTrKLXv5AoqWFJKoxY/x07zrwUv5f0pyTQ6PFp8EwAnk9EfN/XuE1Rsdvvui3Pp8HiB8GF4iE/RbL26rGg5zWn0dQQ2wp4PZpfrwz6YedC7ykv74cHUwj/nebvinBbn3xv4VGcmI8ptIjzW0OdhDTZzSYEW6dfBR+Z2axiGoHZeG2gy5oH+5zqF2ZGw26Xd3+XPS5wL8uTC5qTsU8aaWpJX9qX+9HtoRcJX/fxiA0q2t5MoLlnm+VvXndx8yeb6CTYMQPzq9eo1yGcz4LE6guRXy7szXHd3Nd5opuDkoTqzf+Yd7EGTxKVtjxkJHvF5tHXV+7qy5Zsv8JnTcsGLXCR8/0c2fHovti+2v6XzDMa1gwZKV+qStXjkohKEkZp6WiKRC1j8ghaDsGHENPVYB31+dXnONcPfYbH5se+k9NCRB+PBYeZ/Wzf9cIedZ0w3CtpfdYDPPjhiG9PJGSlWO4h0yLRJ2OOgB5RLoXFelK+nT+7hlNA3oj/r6Gft+FesHXrbKr6eficu+962p7YFzH/+qakUl/0cy86I8f8y7MglB4O2vFgjPB/7sjzPxcwo+F0pwbXiO24oNW2Illbm7yALIC021CzyZKjTuI/ZIt7ucAB29zLBfbYZe+R3SDpr7tlma05dXaP+eaK8/VFtjuHLiH6QuA3usxvopnQnvs6i5/YmitlFrApeGW+9MaRvxfNkq0r19IEPpAm7qlhthkYgmXHkCxY0XQcwrxeDgh0IKJ+prAS5JD7ECGnmfXy6zuUzERLZJNv5JgEiPcYbHfGnIZ4SYj2cha1v8Tx67bCXAzvcRfQDny5NMpWCvbHnM9NYeffS5GaNyfkTQaW+HrvC5RyLZTq0eXGJEdP0tT99SBo8PIJajxI92tePVvqty4r5zfMQV7V752HNVEzKPvQtm0ham78iKEkBDdTz3C/NclcaiY7N3e2Dfk+dqeH/S4CCLT9XAwZKq21GNrd6+R72V+k5FOk/Z1yzJPU4e01e/b1WnhQJPxt2761+PafEzhigyWLwaJq0Fyr/rsEEQGtB14A8kxSQjbUfM4bvpBrnOAyZ1gSr+Ht65k1bGyuOFo3QWyeNSyvhv7sndzt1Tj77PRZ92Y0fNobvhKAS5wBYNHlnd7mgAO2AuFlj5ot/uYbPp0511gxY86qN0EIDJHnjCVhw63qOQc35Dn3KaFwJenTvlvyUp4S7iWQI0olu60wbjZ3ua3TQpyLYSy+1K3LAtz4Yy/giIpP5t8m7+YyfXlShEXsUCaWXr/1px2rHsln/diXUXdpsK00YuvTYBOeiETrOe151xlPVZPrdS6d9zEzwNic2Hr12ofx5tWuuT1YInClVOOWCdI5Fsb2uwYpY00lun3BaWNj8JhRL1bfvmcJunx65iz5TTMMdv29tqSOz3zDywASQpkrK/VrXc1wfPk8CtFnoJzmaOoZ1QyqN9clGIvjfxXwM23bLru/nwXc1bbtuvv7JPCtbdv+/4qtPMbwpNvOt199x9f2fw+lovENokHKlOxoFvkK4grSX3elancTn4R8ye8QM7DJdZQ7nSOVSHgwVAfpm/is45691jL6KcQb97TUD0NVYHivUwV2iXaSeVLOdjIX8XAOf5dxht/8A63L2nXIcb96jby1LLU99r4HOQJjJTcYxmTr+GabrVH+tozEsH2fqJU8tDWUvOBlfBqsxONpGWwYqXdGPEbRppfNeZLruq19fSrkCI/uY75s3kHY1mGZ4JLWqSRxlpjiHOSIhe6HdyYsaMIt+CKm+15l52fsVsKxseTGNzbu44Dg2tBv/3OsfY/J0nWU5liXHeaJGO5re448PCO/fWP1448qjv9HgH8LPNj9/dvAs4H3dX+fAv4+8Lgm/AJx8qN8rjclpJxuLkZzLJ5Sl617S2rDn7z5vRyxwU0v/gRCaFuwWdasexuwEII9dvu2IzFf9ZK+2PrnrLj05j+gpuEZL37qQAIT8in9+6M3P8gGDS948dZgM3lpOockuFPJdQl50mQ8RzSza4ltP/QlH3bVqNo1JG0NkN+05DOe5JDzxrbIeQwswdLStW1b/k6JcVTjv/X7f4+Wilu/5SUIwdcEO+flPBX5RaS2Hsx1Q5pz3NPI2D394e//GTY44sK3vCJ5pm39UyS7XIjtFBg7d8PyPgK1CNkjypaAiz3f4gWL/OP7QwKbY27T8TWDfueYC/uufGqtTGmOZG/kxu7Xnw/Riwxcei4s0crh2akmJFtmKuMnbb3vzfcA8LQX3zw4F7I/dNtja5Hff3HcM5oE1+jvQgc0TI0U0eMagzHCby+Us3//uYATXOMcDwyQb14NJ4s7vMzH/i2MhPawFKQdysRN/e9e/1ZaKj7vxX8tkfj3OdXf1iZOhQDiaLdg1YflbXcGgnCog6TzR6//VQA+6cVfgxDwrS6Ub5e9/v2ahl9+/V1UtLz0xU8F8qFB/eFTWffqNZwIen/JI4TqLNRwYgbXFkc0s7Jqy0vda8G7AVCX9RgAOTiijtR3HJQOptTnSVU50EjIIiRLVOwzMQ/V1PzudweL2gu+5flAMC94TILVGsk4LeOScyaKpYYhm56EMpyf8Nsff/e/AODWb3npoE2pw9qDdZkp0RIlwmC/l5w2c+roYTl/zsbq8yRd3wZczu7nzbfnh6B/l2eelm6MEYrvRw2l1UyljM7wxkIPLCM4RbNaYry11lHXq5/ZcXpMQm5efuf1/xEIhF/WwdvTHvNq96PHnE/dV7Ge8cRaOWbIi27KwaOMpP7zCRaZz2jcDeFt0JIzoD4MNhZXb/uaEM4nSVy2OGTFnG0OkDSu4hG+3+xwuK65dPUMAIvNFfWsYbcOEQDbXTz/nCXioCJ3Si+Zs+jq2mcnIfwr7qICLvKkBDnrNL/bnVlgm0OauqGu18w657zVZjcfKsRPS/2zJv5bd2XEw19790/iTOu4bmGe8+94zm9rajU/try2XYZ+zVlNRnAWdB+1w6fkPL/SfepkLHGP/Agt8HZekEXwOTuqdeLxDrwmnKJCF69veZZm+0tNRzmnT2FK5T1dj0X25Tkr+4V447Bj9hicEtHR45KxlcCGTuW0MNK+7psIB2n/dH9TadtKvsNLt/JmB6993X/dXx1ybM+YtLdFKqGn7aYaUL13pvZDcGY6V8M2PAbKW0cN6Zz6UvE1TtBScYkzaCbK2zsCJf8jDVPMO2N7cMxPKsdMjOGt64LwrzjBRc4nzlIWclJFDqHI37oslBeqVfHaSxY8yI0sWXAPN7G33OXh+87Bh6qQGkkCpDfDv6tPBE5dY3V2zurkvCfqNQ0HbFHRcie3UtP0yXp2OlZCMwkr5mxwxB6ne81AYBYWPfKWsSyZdwQAqOmk/85T30r8BH9ECeXr50Xl35fDriXX0pW2em1K3Hta1ncC0uPywBJ7a1P3kLqHiIWREjPOFgc0zLrUpTOVpXGr1/JISJHO6mfrtyGcJcZ0CqG14Nfp2xLf0kVrPJ17nHrGJVr5LipPbdLZKhAx+/6Yx7iGVcei5PbHmMRo2/D2krfPSshf45KcV35J4PD6Je3nNA16LXJmL68f1nQzZb949cV6Y2im9ElnMPXOYNqfaAPX5iU7VvmUMzRXbDkEbTDAWS4P+iyQJ64zF38N2167dKOkAfAZkPGzPkWrEN4bhy9UyXo2gM+vqkruld2d1MrjBLb6GMfxw1T2VJ2e9lMf/G0OaNngZu7mgK3O6z5s8p3FPvObV3x480a4shkI/ww41cLmkic8+UG2OeAMl3r1vaj87+cQaHkmdyXmAVH3L1j1hH+LQzZouYW7+gMQ874vmTUN86vhMAhxr3SyHm/qul10ohvqiZkudxT+NUB9rS9/bREYhNVmyG2wrIcXeEyBiLD8rawRh43YsAdcI0LrVKeZFU08pmoEZH8EBqDuGbMVc6qOJZTb+fQcyLg89ab0KxeS58XW2zmeIolYkPDDh8zxnxJloRFYyVdG9xfy2gGrVdOOWjAkqHpcGkmXCHkOhkTaY3pSJO0xGB7YtnN71TMt6rJ63CXCYzVIpSQ4tl+5vnmQOrIF/ZONoPHOnJd1M2VwfIbcagTkF0l8JPv/QNnWLfPvJcmSct73qWuswSP0pfdLe7OkBRGYQvh/0vz9Tye887iCkKv/oLgg404jeUlfO3dpFb+FNTNaqj5eW+qVDd9Qw5MJmfv2gip2Y9ZQq8x9h2wzo2HVccyh3pqKtjskab8lQ2DQDmz1hOZeLiiFtFL112tmJ7vNdzIijYisyylePUk7jr9Wz2bJfHmqUzv3msu3bVqCUwqfm0r89DtxPlMv/BzBsZJVLi9A0+0JIHHoHPN2ziF03e6h8XPIIdD4bhp2ZRM7Sf2iodDOeaHN1aDvXqpX6a9clBLrr3upbYqUkzvPHrPn5XLw9kFOwsy1Mwa6jE7uY+dE2vfGae3bM9VTOY+5fT/FAbKkKh9LynMc0IS2tJ6Cq48zvyVnbN2ebavqc40s+7kT04vVgHrjsWYxG82iYegmPWRclw6e8M5PnfwrR6V5MBbHv1F6/ucFjtjoM1oJaIeI8JkeeIt0SjZAvQDhIKbhLVLvK37sM2mo+wyCQOesd9iHcR2wRXNyxupkGs4kB1w79sn3J//Yi4OXNXcNkLa1D37Njz2HDcJdAVo9JTf1yRjSDRU5a81le+BLTjmpMqZD9uqMCCdFFlPKDtvymQXN2WsCGS/dCARa0jxLJr6YUniYIEjb+KVs7srdGQ1P/7nvBOBeLiTj8/bfWDpSfdGTvu6379NyeO9EP0ezhrqOKlH9KXuuZs2zfu5b2KDhHm4aEGbL/Oj3cirZ4VpNR2BauinZPu3fmpjlcuTDuEe1huO0r8+T1y/vmWV0bNmSQ2pOcLHtjGlWvH7p9bV3NuTGYseUk9zH7PdS7zx5lp9T268v+LEvVG3pZ6vsvOg6I25K98uhojcyh1547XAewnhPd6mTLeRMR3ptppydj9rGX1XVi9u2ffNHW8//m7BBOyCGU1RZY5KX5bZ0PXbTNszYvaXmgAV7BCnsIk/iCju8l2ewxy6XHznDlQ+dDS+sK9i8xg1PvMx8seIcD/RqYomflUWub/kkNmh4QDnnSfhfQ5CiJHPfM2+BGliwN0DulvCL6l979UuKXrm9oVU7SN8may/gkRC/9LfusGRj/603c3pxhSWi+pkFj/BY0Ig7pncOc3iavSwRGEOoXt8SSewlQiB/ftAP+741QcSY/y1Wg9/SzyVzmsV0p8UcEn7GSz6+e3YPOaa4hKB0VI0814hrjOiW7P858NbCI7Il+3+OybDv6VwNevwlSTT2I68xi+94am1fle/hKAGbVtwnRH5beg50O97cQP4MjEmvOWlW+lrKUTGl7zu3nO/qKxF3Hx/l2rLv2nJS1mOSYtt5Pxx7C6LAcZySHxXhr6rqycBXA38HeBpMwCKPIRxR9dLtjBiyId89OC7H70k64XtcnHf8ykXWnOATXna6f0ck9xVz9jd3YLaGqydgD5id4OErT4QZ7D/xFNunDtmp93vnPSHQH/mV32KDhqe97FMINv7D3nEveOjHhD3v+5V3s0HNbS+7KaueSg5ivWZRr6gXDQOmAOVs5oTeeWF3Mj9xrob55cPzObDsejFL1kNUcekhyq+hBt22rIt8Rq48ODvWNL06OoyZfr70OnuH/DiS4j9/3QcB+J++68nJu5YIaAQUTQX1oN0oYQzLlLQm+rnPzIa9/PbX/SYAL/iuv5K8O8V0IvNVqzkX5ycBWW+5wlnmQOrXl554NnQ9WznTlCVaun+xH3Heck6oJSfSkrnJ/p1jSOzcWbDMi94nGvTcyNmNybyGl0F5GUzt+BrSfREvmh1n4u0aWUKW358lbV/JJJbiZIF7f+UPATj/sr/Q96h0R4LXrt9ePhIg5zOg+1ZifrwbGXOmjBxMJvxVVdXAFwNfA/wV4A+BHwX+9dQ6HisIqv6t3m5iN3iOWzyORBHe8blVqe9NP/A2Wiq+7GWf0x/MOUvOc5EzXObG+kH2nxbVs7pecdKLxDwitff8wC8A8Okve0pPjEWC13dwA9z+A39ARcvzXvZ5PRFLJf4hI5Cq8tKb+wQskQ/fU0IvnxohWCk1F3c/pvLz1kJAvMctlGzyFpksFWuxz6lB+x4B9vpnTUwA//r/+EOg4vO+63OANOujqOhFot9nJ/EzkH9T9mqOkOvfLOg1kbbe8X/8DlBx43e9Jumr9N1jmss2ZktAfMZ5asrThuiQdcU8y/VB3vMIuv706slJurbfObxg+5CDXJ9zTo4esYVyciV/jP5FWLqcbyL0ia5nEtF12vC+3JxM1QhZZk7DW37g3wPwnJc9OVtmSpu5PmgYnr8hM2r3lZ5Te6XxcXFi2r8RqKrqFuBrgb8FPAL8KwLh/6q2be3NfY9LqDliR11v6MFxQoM8x5RhmeGBrglx/IF4Rq5SQvP22OUSZ1kt5xxc2aaehfj5etZwuNhmTojHP1TEvO6Imnbu033Q46pp2OgugZU8/7KpguSVHjIJ53M5zzqvrpwKeo61c41I3JA6ZZWgtK5Dk8HQdyCHLPKHMo/wbftjY5dLlsSrP5ZJ1c9aGvEiDKyDpHdDodSrvcLtb7m+xjqq7t1heKyYl8J3a0sfSlI5KVlAOxvG7+M5AzxmU39aO2sJ2et+eU5z8+7v2I9pe0PazTkXlpgNW4f3PRAL36wFw+RWuTpz4O2hnADlXc9s1yonQXvagYXSeOo6vDGU0j/n3skJClY1n2Niw/c0usaq9q3waeeg6c6y1HPo7O1H49gXxlKAqqp+C/gU4JeAL5dLe6qq+tbJLTwOoOqu5S0tmlYVT1Wb5CSbUN8w3nqTq0DFTbyfFQsucYYVCxYsOWCbPXbZZY/lYs7+YqdrIyz8dq++F/t93Pizrr9aQhep3W60trtJuWHWP9P5+6XvU+ZijOOcYr/UBF7PpVZJi2pf3rX3IKTILiUC4myp1yu+1yii6SOvKcTek6TstasaCXn7xbal39EEdFvtuZKHsH7fIyy5y6g8acJqTH6VNS3wGfwO0ZkxHy0wVp/0Tfoj/fMkPj1HJSfBkprdmzvdN12HZ27xxme/5yBHUMdwSfj0Hefk/Zxnu7YNh980g7Tu9X3hvXI0wBRGSY8hMgdpAiP73SNiUTtWu+upx+IxXQL2vnoNh53f0Hu52R1LTnMhkJsHOx7vHavq98Y/xfk85+gb4Bcy4yrD8wnhez/etu0fj5R93EJDyJwmkJOgNFgO1VNV5gnE8C7z0EaQXt/DLf11vPK5zw6XHzjD0aWTIQZ+TVids1fZmDXceO4Btjlkl4doqDsf/FU3nhkVLVe6hD7i/Ke5bYnVn7Fmg5azXOpNATru39rtxbEPSJz7IDj4tWYHidMfEvcPcDVZDJmwML5Z+N5uRufAZobrSAihPSm32txIHAQ9sIhCH6Aoo/nJm6SM1GMJRY7QNtS9OUDb9cS0ob+H938bgN/is9ARBPq655w07jEsNmzOQ1gaiUv/IGWmcszBNX4KaHk7L8gSIt2OhZxk582/1wd9xvTf8d2ZW5fXrzmrPmnQGIyN9c8KSusonzlNhnwvSaKaKZD6hekf06yVtKYeXsw5cJZA9p94DEBMLT5Xmls7pjHHzVBP6vMhQtM5Hhzgbi+Fua6/IabO9hgbvU6eiUP3y8teaIWYHGNTcnbOwRjh/x8Iav63VVV1D/AvgJ8beedxB3NWXOBelyOGvBRrJRNP/a8PmVU16t8bZp2aveVUlz5XQtmCxL9FPWtCVKkQxM2WG87uMV+seCr3cop9TrPHLnvJxvyDjrJe4F4ATnX+ANtdAh8xEYh2oKLtb+ubsxpI/juPXIl5+SU3v0yLOfPVFJPXTH3W6W/COCw7vmu1eaL38s9LrvGAayIKDDh6C7reXO6A8vtDbt1L9pOTxnV4YLyo52dogV8j5L4PdvzO66JZ0Kxrmo7bqTvTz7weZlKzY+zD05ZzmnXNel3TrJWEMVuz2OykyYWfs1+DtCEZKK+wg2RC02meNbKSesakNhhXi8u8p+vh1yUwxbSn1an6HTsPnnQZ66gHDF0pvM4DS5DtTvaIgJX2SgS/1G5ktPKObUPVdZpXo+TEeNw+5cypmrko+TboPpT6IjkpdNmo9dhK2reaCo+GaKbZExRK/SnRkRxt0aDXcQyK1/L2hapqE/gyghf/ZxIy+H0b8BNt2z40qaXHEG667Uz79+94ae+85nGDHpcay/gbacwrM/wdF+nhex/miJqTFz6eJQsuc4YDtrnIk9hnhwc5xyXOcLjcZr9L4BMQ/ZrdG0K2vjNc6lPxCjG/du+HALjhwsepNmNYn87gt7z3QU5wjadcqLLOfJLGV2fz05I/0Ofn96RyiARdp/CVkD59Qc+yTnOf29u89Dppm6I9XFOlXX0Y7TXJU/wB9PpbKB3GGH631TtvHrLFkgX3/86f0FCz9bxPG4zLSrweErBtH8fnYohgfCKn637od94LwBOe93RFpFK7u69WLvtR6P7AeMxy7FNeq5BD/l7dXr1TmBLbfgmXSF2eVGjr8BjH3D63kLNne4yBhw9LpiCNLyCfIdKDHKMK42GQHkzFxTnG6ODeSwCcvrDjPs+1J1CSrKc4iE49t6W6So7LP1l9vXst7yTCn7xQVc8gOvudAf6ftm1fcqxKPsbwCbedbv/RHS8Cjoe0BezB8Dab5dZziFMS9SyZ8yDnWDLnfs6zzw6XOJNIexDVTLs8xDaHPcHXHvuelBMO5qoj+EvOcJmQJjZGB+iEG3Pz3ar6RfXuqvLX5jN2JH7WJFK+MASSy19HBVhOOafOls2dQ+KW2z4uwdb15NKIitYByiFQpVC3MS7dIwDStjAPOo7fpvEt+SXIdytNevNi+5lDPl7btn0LKSEs96NUhzfW0v7Q4yhJi7n1s/tEl/WYqpzPjB63Zsj1+3GcQwIxJJ7DM2P7l4OcVtT2z1P7Ww2aR6hy65ljCHMSd/puKQw1v49ze2AMz9t5ySVM0/VP1Xjl+p2ft/zYX1u9wSX8x47jb9v2vcC3VVX194EvImgBRqHTGvwnYNG1+4tt235HVVVPB95IYCJ+jxAtsKqqakEwLTwXuAy8om3be7q6vp0QVtgA39C27W+U2r7KgruV88ZxpbgxtZO/UVNFXU3DO37+bo7Y4DmveAZAR8AXwEV22eYMl1XGuEWykSTX/g5XBiF67/z5/w7AZ7xCrtqNNirtFFiz5m0//wAbNHzhK7b7MrLV+9v5HrkaVP2PdDN8lajyzzsJe5PnQjUL+fxDlv4ulz8xj3//rpg8FqltXzQI9lZA/VwzFDlpCfx1t/tCS97aOa/kG1DaGxaB/ZO/FzQ23/pDZ9358pzytHnBZgqUGwC9RDm5cVsEpRka+/7v/r2QaOjZP/RVfXmrhbEaFD1m62luNTm6PTtvnsZjTPqR96W8HXNuPT1iMMV8IjdZzjdXfSZEj/B7hGxMm2P7ruG40uqw7eHc6nebbrZlD5aYLHvmSm15RDJAyKGxYjg/w7FMO5f2vQ/+/NsBePorbhvg+jGI45v3PmSeJmeKJG/7mfs7B7k1zMGjSuAD0LZtA/zf3b8psAQ+r23bK1VVnSD4Dfw68P8B/re2bd9YVdWPEgj6j3SfD7Vt+4yqqv468H3AK6qquhX468CzgPPAm6uqembXHxfmXOM8FwcHY8rh0YjIQsnZRyNQ+fs//8i7OaLiplfcRsOMy5xJJP49dnmIXQ6X2xxcCU4jgkhOnYyX7Yj6Xuyqb/+RtwZf/Vd8WW/bF+9/Sfazyx4zGv7Vj9xNRcttr3h6FhHNT3Yq/xtSlT/AYtmp9ZTD32DsHeG11/Baj2X998pI1F5GLm9tNOGB1MY/VKnmnWL0msmzlNTUg7HkHJY8qcHeSaCd/H71Z74WgMs/9L8OJ9MZ9xjYOfHMGLmQxhJiFrj7Z/4LAGd+6LWqbERyi06zlBvHmFQ+Pr503bSDbo2/17ZU7gvNUOt+2b56Wrt+Dy3Cv5It3I6xJLGOQY6IaN8RKKu87Xvp3/aGwnGtiyXsluiVHNpKTn8lvFzSFuTMMp4vgDAvv/0jIRnVba+4qX9Xr3eufssU2TZya+3hlFguf+OhhuPMVw4eNeE/LrTBpiD5NE50/1rg84Cv6H7/GeA7CYT/i7vvAL8I/HBVVVX3+xvbtl0C76+q6r3AZ0DnGu21TcWaeqD+muJ84xJGnAx3BVugbPITrGipeCr3smTR3843o2G/c5QCWCy68LNOogBYNQuow0Uucs+7SP5ytev9nKemSRz6hPAfst3FASyoOOIyZwYhh/K3bFxRpx/qGVt023sRfls0y4H9HwJjMJuFsst60c1dRE65GPMw54HZELlQnh2YlL3pOoV511nILOTU7B4h13VI3VOcPSEltDppVBh7/FvvvxYGSYy8fepJowIlO274jGstERxTbqyUemV/Vl3eAXEmzbWZQ5S2vOc0V/IVEJjii1P2jF8P3isxdRohW8YhZfKGt7p5/dX98ufFQ/pDbZQmZHlinI/3zjG3hwxvv/PWyhI2EI3U1iQpfCxKxjIU0o/c3HiE0fN5CDhuBrTss9OvxVh/LNg1s0yPZni8d3NMtrdOY+OSsY3Bx4zwQ5/97/eAZxDCBO8G9tq2lVW8D5AUSk+GgFnatl13VwOf6X7/L6pa/Y5u61XAqwBOP/UkWm04lp8f8uo/+U1LSgLehNuDI179p9jnDMGxRN/cJt7e+4sdmkW8o9oSA82EfIBHgJbn8nuIU5/OyBfKRbucTuDj2euk7njbX0zJqW9Pa6gDUa+jelODDrHLEWKNdOKcralZ922VEPPUwyj15tZp0Hez/jnVeoOfG1878Ylfh7eOEBjTlnCDorSl+6D7ns6fQlBNzaG6LEGroZt1zZE8W9cwazixuaKerdk+dZioo2W+SsSzYYMKuJNbnZCn6Srr0tkZD0fKm9x033N5InQdOVOIRcgegh6TRHPSWI7RmhKlUHIYDAz8Mpl7jSt02RJYxsz2Ufay/tu+L4IE+FeYWx+eXNbOtO24trZM7v4Vj0mWdv6LiYiaYmbxoLSekSHMz5f9OxceCH6OGNuHMYH2Y0r4O3X8s6uq2gV+Gfik/xfb+nHgxwGeetsTWku4w2c92BReJrNHG4ahIXDQQWJ9D7dkywhB2WeHJXP22EUkR51rQFt114TMffuc6mL1h5tXkEHVkRkv5368+W88pWfO+Q90fP8114kv2nKHnLAm6RJRML8a7P/12q/LW5ucZCOfa7X2nnRXsvt6qkP7jpbERPrzbOFL5ryDkBDns/hP/VqL456E/lkGQuKHhegD8frmdd1/n82aXmsUns2S7/t7O0PGYD2DdTVc9FnnCHxU01Ytd12+JckuCSEsMMx/OX21R1RzayXv2HUthbLlpLSY9tcZnnNutEObbWMMhIHVdY/5IHjX7FrHPT0mSwy2ew1OMyAQ5b766ujQh6hp089yWoZcvVOZwtKekfctHIeZT9+7RkuVXDEtUDrf6RiHt2daITM8S31bLN6xmr3cnMq71tch992DjynhF2jbdq+qqv9ISBC0W1XVrJP6nwJ8sCv2QeACcF9VVTPgBoKTn/wuoN9xYc2MPXb7gxBlttQDE3yEkQuNGQO7qTc77vIm7unbsERAfhfSEhZ3ltQjfRDiL/kBJIZaZ+6T9+TISlnvZr7eabA5oF43zK8G9X0Ssidnbmk+DUh8f+/ENzuCunPim4V5yN3slwPpR70+opkdMecai9kqCQ8UqNdNXxZIQgltBEH4bg/3dMJvpUo9JZKKWN4/7N6PXhjbHBH6di8XyElPYjM/1X0mKXvrOtmTfTrlha9m1GOweQUOH9ni4Mp2YASuLmAW4zY3Tx0wmzU8shHm9PyZi8NIEJp+D8r4NSKHsnQ/xmTbcYT5HuZuyDEZWsNlE7NMOddDrYVHuNZmfwyvYfXC8WStPCFEg2ZCLGOiz30kXL7GS+9jrcWy/iG2rMeUTIUcA6j7Vaue57QN+r56m8FTazhyUrH0+2HeAsDv8dy+nA1TTNv3zTaWybXzrPvuCZV2jnS9FjxtpPTN02h5cOxwvkcLVVU9AbjWEf0t4DcJDnt/G/gl5dz3h23b/rOqqv4u8Klt2/7PnXPfl7Zt++VVVT2LcF/AZxCc+94CfGLJue/8bU9sX3PHV7oHvsQNCwEGnwudClLHI5cCV3n6bEeE1MKtCdkFJdRvj9PJBh9KPnEcy0v71Kw5fTbcWKfjbIUZkN8OL+0z44iP7/rgHYoc0kzb99W2ljnJzcUUxD6VCGvwEKmuz+OypW6NPDwOXMAiPpvAxzJzqy7crmHWX7Kz3631IVtcuutyQGC3fBqr5Zzl1ZSQLTZXIZ9DxkM89itFBDkHPpkbi6R6LUv/fYW336/c9UFqGk7d8uTBOfKkdwue7f84knQY03ANp6Zd1n2QfoyFI3qSp+6H/S6Q80Pw6tV1pNohX0U8JkGX8Jr9bvsu/j26rdxaNf38zwfnqdTXXH9L/iaPBkq4S3DyibM3AOWwW+mbp8myIZjazCEwVZq3ffUY05J2QO+511ff82cTzvdRwJOAn+ns/BvAL7Rt+6aqqu4E3lhV1euB3wd+siv/k8C/7Jz3/pTgyU/btn9cVdUvAHcS5M+/WyL6AC0bg9vuclAKr/AkMfs9d6BrGuqz4dn9XTuptDXvpS7hwDXYZDuhP5168OwOAAfdJmmo+zA96ZNI9rtn0w1rD5xGxjrUzzs09mD3Y29E2k6l7vCdJKFPLuWurUOXKxFjgZxKVTMRHpH3UtfmELrUIRKeMBpLFshlNTuZPmjG4PAWUd/fHTzFF/WAEKWoJo1ikH6LOUCkoP2HT7G6uuDo6jyo75MJDraZjU5Nv9hcDrICag1ZTbwUavOWp/ZyopU4c+rMkqSYW0e950qE3u5fT8Wd00BYhmWMybX90MTZhlFa5lHe0/V5Pjgx8mA1aNcyszmYQvRzknGJqbTMsQfWPOE5zuYYsFx9th8WrLo9t7bSTj8/Z6XejwA2ZfVQUyN99+pKBZE5tXlP6vEuINNm3BIDlNMQDHF5mZH+mEn8jyWcve1p7Rfd8W1FQudxsfrg6g1vD4xOfmM3mT4wd/z0naw5wdNf+Zc4ZJsHOMcBWzGc75HdPoxvvrlksbnixsUDLFhxIw/0CXys885//+nfZoMjnvvKZ1ET1MLbnYuZpO+VLH//8afvY4MjvvSV24mUJ4imJnrqz68exaQ9krBHfwc/aY/s983u+yxN2gNR9W7vAbAZADVY04BlIDRTkKooU8TjRRTYELvDjlHMXdtcgql7Sf7+xa99MwAv/YmXdX0fT/3rEUIZ07A/vrpUv5tzKrNMX82ad37tjwHwvJ/4ahepenPggWYEpvR/iuNbfOa3nyPuub7lCG1JMpwuzY1HUuTatMT3uEyKrcf2a2iz9oUF3ZZ3jkp99cDuCY/ptb/r+Sn5kXhtP/DTv8kGRzztlZ/dvxM1pkN/ldJcWchpI+2c+vNQFm68eYp9i2fxDdVrH3OJ/zGDGWvOcrn/29sEFhnYDeVtYAGRsqSsBw0z/utP/1uOqPi4V35xJ6Ft9QSmpmHrZFA7iTf28io8yDnmixUHbPfx0VvKa79mzR/+9B9S0XLmlV/YE3KJ59e51BcseeNPv5+Klqe98jbHLtvZtuqQeGS+GF6l6aXnHI7VJ7AWahrqRf5gTtHMTCXKOaILQxuZ/J46AKYqWDs+O3ZdX2gjbzN91y+GFLjP+Ynz2b5b0PPl5XQvwRgy0fVoBCp5I379F3+Hipabf+KzB8TAQ7QldbnXV13bcbzyp0BezTzODEjfpE3t3a6dMq22zs6NBs+JNMeUeXvXQumqYjvuqWDHrH+zYwwXHu2PjrMEJS2A3g9esqhSnd7zO3/61wD4xFf+xUEb+66+TurzhccpxNz2awrkcIzXpylwXRD+Ta5yC3f1f5c4Z0/6CCqb1NHDQ2gavEM7Z8kRG1zgXlbMwxW8LNhjNzp7ndzut48Q3BkxAYkQcOFIRY1fQZ+kyDruacJdcwSdc58nCYqpQPcdYibBg35O8v4A8kyH42kCnRLdkp+1D3aDlxDF0M6tmbtg25Vrb+2BCnUNQ4O2u8wG291o+xDMzn4frlHa7ZMyyRp7SLtmzZrXAfAbfH6WYMrvlgHT61jyPbGE1qqYPRW4nWv5Lheb6JTROaKp53VFygx9NIgQjkfw9TtjxEczrp6GxbY9pn6Ws6yzeXr1CMz6NRImO81N4TEftr4xBmlMw1MiInLGc34PGqQ28aOYgjN1/3Jzu9UlMbN1eftVf7ft/1Gn4r+NO1y6kIMS8c0R/5wPStq/JiljGcxS+572JgfXBeFfU/MQu0B05PFVwvkEEBoiEk5DN8bgiLpL1BJC88TBSy7rucwZ9pc7LK/OuXplm41Zw3xzyWzWcOZkyLV/lst91r7Qdt17hR+wjWgrolotRQ9V59XvIXprp9VOkPaqSqv6ykHTsRKN6oWH7HIagdLf8d0hgyJjl75Kfy3S1ER/zjJBpCJxhk9f8grzteqjIhpqznB5UMY6dem+/yArWuBL+GVEcpSx5OopQclxTUDUoivmybzkJHT9GW7ng8ucUe8M1yYvFa2za2KhxIAITNNajGcLtOd/2yGwlhnI3QZpJW3bL0uYU4av3N/cRVbyfjomj9lOwwJFzAiw7PdGSSsTSuYzQ+r+lQQtXX8Jt+RwsP5uz73UpftgQUKs389NxT5K/Zowy2cOp5V8RSyk4xnG45f2uK1DGPkSXBeEf0PFrZfsnTBNJTVFwtTx2pJDfcUJWioe5BwNITlP4ILFcWrNmcXlEIZ1Q5r4QsfY62QpNesuRI/eji8q/pCjP1zGIwl7ZHPYvz1pT8/RshurSC/CPuk58DZ2kCjzhN567qfznNZvIZUQpkmR0SEvSvxx/HpkM6ePTc8I6LYs4rMOdw06uU8ahrRizjV+EKi4nc8dIJExm6VmPhf4Nkm9LiVJQZfz/FWibiaQftEW6DkuEWrPVjoVbB0a9JnVjIQmzDlfCa8N73IckXI9xK/7IG1Z8IhJ7Mc0zWPs59DnIV2toRAj3z0tgR6r4BmrVUzn3Cf0OZv2Itknw/1iCb82J1qcJL9NIYQeWPwu50dMwVMEECnnmQ+98XttWwap5GtT0qbpdy0jXYLrhPAfKbVkXnIQsJtZE3HIx9d6EFTxdGQ/JKKRLFHWNig3rdlDCVGla4n+jKaTv9rsmHRdFS0bHPW5+z0P6KmIuaEeqJzFG1+D54kftQtxnsLzvC3LcsUe4rPaBUjDjDwocce+diLULcR8EAuvbsyT2xZrml7SSrNyrfv1i/sz9nfJIulf9LlIDSQNM/Z7z+CdZL4sUc5JJyXmTxOTo+79d/LsrEZD+4ZYbZGdR4sALSFMCXvKdHvIUNdh7e0CYxJjDml785arw4JlNjwmQIQEz1cghwPK/UgZlZxaXEAYJdE6lcxHJW2WXRuvrTET1RSpfsxkoMt49TWE5Gcyn2Ii1W3kNH0WShJ+TgvhaZ5zMOafkpp2wxh+NlPXdeHV/+Tbnth+nYrjh1QFmkM0AiUkmCNOHqe2OgiEf74d7qXTl4sIIdFmAJ3BT0uqAPrGvcXBHhus+bjtIyzXbm24s4OHqTlid3vl2nd13+U3L2JhzBHKImxPGknnbdxcYt/zpCg9R7n+ee+NMTtSVjNmEiJqVfOeJHCoJH/xvujzN1wKBLE9ezYZqycVWYnWEgzph+7zVBX62FxIf6pLD1JzxKmzmyr0bJhFbwpjrfvnra+edz2mtC1fA+chx1r9s23ZUE753SdATmgY5fOgP8eIh+2/bdva4o9DpLx37dxY5kcEIE+LJWPS/fSldy+PRMTJJfD8CUrvDbWZPvN7eNCt8fYieb+EN0pmYV23xwzruj3GYApete2UmJ9vrX74+vXqb0kXSCbVk3jtIbaE3ZNO7HN510K9HaVUnfTlAW7kCjvcywUe4Bx7y10evueJIVTuavfy2WtsbK44c+4yuzyEqB4XrNjehpqYYlWPURgBMQPsbu9RkzoJ2gNozQtiOqhZs1iu+hS9ELPpeTAlG9+UmP6pUJKokn6pvZBTAVsmRX6LmfhSz/+GcKnJMoMcvbsWJBZk56xIHw8m70hcvkbgcshtCtlAfFdd/VGaKTmz6ZFqKXLM0a8+K38/NEhYIohem5I046jr8RgYD5HmwDKW2uRiPb2HxGnod2AjVvQZzvXHIu/U30QYiaGToOf8K/8skyP7RTP98t3zM9KEYApjEuZrmhZTz2mZuQtlDtR8TCVuuh8lFbjU5a2XLmP7lZzv7RRneMTYg6nq96lmH92+x6gI5Ew1tv9jgsx1Qfg3lBd7jlMGBpOZO5wl+5vHKAj87j/7fdbMuPU1n8WSBfdygX12uJNb+fAHb4T/tgnvJdxheKl7aRc4BXzSCY7OnmC1u49odGVT/Pd/9v+wwRHPfM3n9v2uO2QRpP5lT/h/65/9cYjjf82No0hDg6jxJY3vCasdd87IiVgpkMbhQ2AM4rW+klq3HpgLbCIg714A706A0qGz30M3456wjn/LTl3fdDML8QKk0+x1U5Aeypx2wCKfX/zr/zdQ8QVv/Ju9ZGUlKu9mSUjDBPUFQv37TU1jODDJAigMYBhvjBqx5gWZGzk3b/vrP8oGLZ//xq9MzlSYO2E9UsbIkzB1+al70ff8ziPSKd73U5gMAQ/Ra2SvJe9IqFfQMWW2rpygoev1GAE9thzh9oQQSxg8TYFu3yNg3jh0XTmthRZIcpBzuLQQ931+XnLaBW0uu/Of/RYAz3nNZyTz73nTp+bDIZNgfW9yAqWXJCzHoJf2u0fHvPY8uC4If7DhSP7soVOPgN3oersAyaJC/pY/u3kgLPYf/MJ7adngzGtezop5783fNDUbs4ajs0Qp/4mE1dnsPs+G7826Zn+xA0SNxX2/EOKqP+U1f6lH3lrND0HqWLDit37hw2zQ8oWveUo/FhmpSPjxytaDXsJfdHQgydcfBhvBS+aTrIOfyKeZhVv+ZJ7i3HXrVHdznGrj1IEfj3HVh8s7eF690g9pw5PYdPtawsvF+kdkHu247/v37wPgoe5CJrmcR4IypZxmJgaaBIfAC9RKLSN5/AUprToPlMMuIuQyUTXqOZbOaLjv3/83INwtMAU8pFSSauz8Dt+dZtfWbXt7ZEyK1+XGfBksEpZ/et0tYdFtyDOPqfPyReg+2Hs5pqjuPW2GxVf6zEgtPhPhmxn0OAU8lb0G8WqIc5+q5qdAXgsR11Dm4z2/8C4q4FNf8/xsXdGpdZX8Hj7LZgrZCbEPvlZrRkygpust+WSMaXJKcF0QfogTKzA2Ud7iTLHLlUAu6XkBb08O+X69w+rcgsvnznDp08+wx2ku8iQO2Wbvkd3+drXZrGH35B477LPLHjcSsvq9jyXQco4HXCYk2OZSZ7Dt7oqY0q18s6ahmdXU6yO5zdVOUoS1+pTfRWiUaZsF4t9f3FMDHMHsiGuLazQzWG2e6KV16/DiOadZT/oSsraMnE6bm1Of5Zi6MSkxld5S1XNYk3gZioTHXemc8jQCDur7piciWnJqqJl3TEZT18nlQ6EP+ex7ns+GR0BTCSne8Aj0FwfZucnNh4csc9LhVkGV6xH2tB/D9fYkOStpeQyglLFEWNrRzL8OR5O2dNncuEuaIt0vPRqdnyMn5VlGQredrkeTlJfv+j3PqVi/G76vk0/RmmmYyuxpc1MayTT0PSiZ67yxaJC9LHVJ3aKleTTE1a6bJfA5piv8HfObhM/xdkoMQQ6uC8I/Y80ZLmcRj0dIcgTE42Y9VZzl2htqrrJJS8W7+FREalsx5yF2+xS+e80u+3s7XLvv4wIRvUL43Az/rpzdZXN3n90b9thnhzlLDtiiouW93NxrAQQ5iKenZP5bsaDiiHu4qX9mvYX7pEF1kPznJ/Mpib2reZMUvxCZAtltihGw6v8S2MOrN7gcVC0dzZOyeQKRc+rKgUdE7DP9XNrQSF1L8hsc0VL1CZ32OUVD3Tt42lvTcsh8oUqLpA5RQyXz4EkdHqGx8yxrf6Ti+OWZzf2QGh5W/V6z/bHz5iFCYZTkvNj7LI4rVVqwY8jZVSFdRztvEr1hiXwuesGClApmufH8676z3DBcOX4fl5q9/pVs8h6z7NXjMaM573nIO6iWruG2bec0JbpNWceS9srTLMlcx6im8pW7JQbCmz9Nq0pOgfr90t4ajuk6gCM2kvAUzTkLpJzeUDXcqMNfkhIgRTj6nucFS1oqLnBvj9iXzNnikEO2mLNip95n/8wOe7u7NOu6z90v957vntxjq3PW22WPBSvu4xpB4n+wJ/hBajroke9Ol7N/wVUqQkihjvUX1X4gGF20gHLkSwh6GPgQaiIxnw2d+7R6f7nQoYx1f8GJfFqCKuOS73ruhbSE7/krWu3alfKJWwI+BXL2SKnP7ikr8YexrdnhCk13L4MnlVpmVIMnoesLYKY4JXn2Xo10NmiBlpu4J0GAJQlU1+U53tlx6UtL4tjEIXKVvFeKChj7LuD1R7dr52wohfv57XOgHWnDO9Mk95zaPX+VbPQt8PZxaV9JGzkziT5/Xh26fqt9srdA6jL6Pd1uilcPunf8+Qr9SjV5HrMQc6Bccfuo/9b1D4U90dCl6zAVj3hCowZPaydnzuZkmQLXBeE/ZJM7ubVIrAU8RCugD7g98BY5eJvxWpfA5wFuZMWiS+c65zJnOWCLPU6zzw5NU7O6OqeeNZw5c4kZDbvsdQT8yiDJRkio0qLRw7D9kISnoWaDIxVWNu8z/lkP7dmioV6kaEfAqmjtBm+oE+7cU7tDGtIov+cQlWTZsvM7RrR0v7w+aJCxaOZCa4WmODmVIJomYmKnoGys2GM3YX4kBFCrmgUsUpJ/un9it9c3Uw77k6oLraRhEbNW9ds1kLpWpBdY2bTRVhWu82RYIqfrtr/Xff9k/vOXyHhg9628aa9X1vPkzZ2dCz2HGnw84YcF6v7F0dcIIR9qREKfZe/EPpbNGGBvpJMbD9MIn5wTJ8BWn0V0PB+IPZfpOqcRAJoA51JU5850Q+1mXrTzMOvq0umnpW4b7pzVepr9bOc+N3b9zpBpLOc40GaJRwPXRRz/+due1H7NHV+N5T5hWmiJhhwhiQcnjc3X5WxZkfjldr6LD5zn6L6TsAfcR5CupatnCd79T4ETT/wIu2f2OMcDPTPgMSTajh+0A8tEC2CJhmx+uQFwp7tsw94+KPOl1f1A733fjzUTnucdiJRl8W2wdv4FcgjGzn/OOcpqBHRZKy3YNff6ldsXUcMxi3czsJ3k+NfqfD1+rSGQ9sZU3LInBFlucxjNOJ2UoLUBU0HvG5vhzcZt2/n1iJsHHmPoOTrauddtp+rkdIwlZ78pjORxnM0EpkhlmiHIXYhV6qdntspBiRCl5Xz5MOdJXhaI8iY3ea7rs3jHY1a8MclYcubZ3FkZYxpzcyrv2JtT9XvepUKWebSaoHRej3eRFMB3Vt9//cbxX+ME9xNuPssRgRx4BBV83wANdsOGuuS+9uj1XbPNFgchXGzWcCTVCNG/av4mqP0lTG+hJKrYl/RArAnx5w01c1Ysu754ajdtbztkO7HHNgYZaVumXOML2gkw/L2ur8U6lLo/fA6Zg5LK1oN0jhVT1zSjTEeunSGhL0tRmhBrIiVZ/PbZ6cvLbY7Sb5H8xYYtqZwtYrBjtkjBg+BVHDQlogGQ92NdqXRvJRyR6GyiJ4hqXtEqTGHMLEOgGUsbMbPo/14V7kqLkCNinhp/zKEzfA4l7NBnO8bpV/16bZXeyzFLUl9Nrfxow29eNsqcJK6ZTBtKqpmtnM3cOuLl8KXHHMizCH7+BQtx7MP6LMNkNU26H9Y2n7bh+Qbk1mg4Fi9ddNr+8OK30lilrpp1L/F7+2cKI39dEP4NjgYeyBZynq/g2/GEiEO0MVuuTkNNw7v+yZsBePY3fy41QX0vtvoVc249cycHZ4IkKLe6XV6e6S/tYV2zsbmiWc/YX+7AIiRKufhPfoGaNbd+8+f3znrayUtn+XvbP/ldNmh56Tc/UyEQ8V3YYkbTE4ih1DjkjGvWwbZfw2xRlmameuAeZ52stJCsXZ1fO92Wlh6GBH+63T6dlTr77pwVZ7jcX+bzY1/0GwB81Zv+alKvnjP53Tr56b2XazPnTZ6WiXPjEWGNLH/xi/4vAF7+pr+ZzIX+1HNo2/YIz2HBHGHr1ZBzQitJmume8f0QxvwGvPWx7fjjyHv32zGNaahymgBbj65rqhZAGAexpUt70xiVYT9z+8Inxml/ZJ9DGmZo34+hgFbYisTStv+2f/K7tGzwqd/84mT86Xjye8mu37Bs6K0VzvT4xvxLLN71GBlb5xhcF4R/i0Nu5U7AV8N64TqeKjcg3vTvkv0I0g3wgTe9G2h57jd/Vvdb2EDzTqoIt+5ts2SfLQ5YsWB38RDNYkZzQ92VjVKYqOZ/9023Ay3nvvnZA8QtDICUvftN7wVadr/5xoQxkH7kOGdNOPW48uNdj5bVUJJsoZyhqwTWHOGBDoOzyF9Lh7qfGhmlF+/MB0R5yXxwda/czLhizn9/288C4Vpey4DUyS86w94wVnvLzIvNHDflDnPP69oimj952/cDcAfPHcybzI1FfNbkIPvOkwztuKVfUxwTbX/iTXRbyTtjqnppy6qZ86aeoZ1a903jC9tObqyWcMq7ucROGkpS35jqvgR6bfX3tA/564e9tNZeG/Kp59s6UOozIWP2xpObY4C73/Tfaal45je/tH/Pc+YDPwOjtOvtU/18Kth6SsycPQ/e+HJwXRD+FXP+hAvuRFnQXvhj6jvL9YeDmA8hmXGNqvO+13UKcpJc/YdssyCEpm0rL3fdJx1/v0FwuNLenZY711B1txUKU5Dae4dpV+esWDTLXp1v4/nFe9+q8ft5milufyQd73HCj0qb+ziEPl3HFCHlNAD6vVTanyXlbX/DP7kCOJSpaGmh9+K3CEZfMpQ77FP3qqQcFmJe8nvJgfYKmpnRH0flrR3JIrKNNlK9/iuHmIxBScMk9YxJolPqDHVNd6KT3/UZtUl4vPel7RxB078LHvKYdU240z7PB2XT8kMPfcvkDd+J5gjdn5Ln+pS9dBxhoiyQBXOkpxHWTqRxDKnppzyGaXcgCFMO0WS2YsHhxH2u65oK1wXhr2n6tKoW1v3GHMa/yr9hfUO1YWM2tn0O4ntfsW+slVp9K1JgtLGlHL3tZ90R/QodhhIJuHXmqjhigyPXB0H6u+y/R6lzXi+p64btxTDUr++L+CCsj3omoK93ZhHiNKcpDwF7iErPR01DU09zIJRnJe/gMQ9zLX0JobYZ9qykv88O++xw2IUzQrztrmFG0yiJoo5I3YZ/xVDMwwFD6MWli/Q4BXLIVZClaNF0G8eRbgQs8V0zjJPXc63j9z0NQY5h0P0TbZju+3A95wMJNdZjie9h8ptuy2PC7T7SoM/xcd7RbZa+S13e5xSQtmWN5H0rrdakTqTWZGTPjTC8PmNTNnPYcWnQe8NeubzonKhEGCsR9bSduBd1JI7HzKZ+D2GHev0NT1NNqcc85MKaUxPgHI92CVwXhH/Bkpu5O0EYOcKTU/XDUOWdqlbSRbBtrZgzY80RG/3CXOYsK+Y8wDn22eEyZ9h7ZJeDK9sc7Z1MEt+cOPsRFptLzpy8zA77bHPQhfitWDOjIqR8FWKg1V/CwgSG4IiKI3RSlTyHmqJCDc2sppnVzK8Gxz2bP//EMibnWa+PaGZdnv2uUDNrjEOfRUT+/IfPoRlhKGkNNQclqSF+93NlWalL1lD3NccQwDDWWZf7w67NV/JTHfO3RVPPEhOCx4DYcQvRC+GZ6z53hZ0Ti2z0uDywzOYRQaNzN8/oR2Lj+PWcem14hKdk6yxByRNd12/nKgc54qG/RxTuCwZ6R9jIB4g29JLGwOamsGGPunxkaPzYcw/081x9Fi+ENsbzFMR6A/ZZU3PQ+RB57UPUtg58dRgyrHpPSdlcvXrtD82ZkHN5kfODOSiZZWRNT3WaAqvFLe1dW386rjQ6Y236q8fqpY4XE4gwXDm4Lgj/NU5wkSe5h0vAcqtj6k7wvTa13RdMIpKtLTa6thasOMMlGmZscdiHc+2f3GH/5A5750Jo15VHonagngUVXt2pg4KH/gK2tqg46hBD07crtuU5Kw7YZs6So61tNjjiAc714X0S5iUHTxCUzIlIYSCbv6bppNB61vSX50Ca5KdaA7OwyWYNLLupkNz8+kBGzYs+wDHCIJX00otu5P0SEpa6PWRliY+0actYgp1LKax/s5KBF7NenUjtn3r/NcQbAXW/coyGfpYbq/eOZap8qTU82zixQQV9yugxKSTO5ZwZTWfsGM8wl1sXe371hSi6D7YfuXZKMIVpsURJaxn0nsup83Vb3jroyIZcn+z7pbFo8GzSUnd4J2o+S3tjvL3hnNj65Jn2l/AY3LT/gu/y48wJNgCbWyF5lpjZSntN3gkG2YPEd0oYXs+XwYKd75zfmfyWG5c3F96cenBdxPE/5bYb22+44xWDhSxNZMl73EOWdkPlDpSuX/qj1fs6yaneADaBRarGjzeryaf27rcqYfu+JvRD+9MQ4QnojZbVDPQ1D4nTlHnXMFTrDm382knTYw5C2zbmOa/lsePoJXJSidzz7Nepdq90IXo61E+X1f3LxeqX1LljNnqLpL33LNj2SpnMPGetKZKz7kNJaiuPJUdAUhNC6FMekVpGo7RfPYYo1pPuO2lfzhr44XZjjn9T8/NPHYMeRw48Rtzro5TVBHasHX2mSgxpqjYfZvnz+mShNBc5xmBMpQ7DTKElU0Rp/o+zjsN382l9X1u94fqN4xf7t72kR0+kRf7DhStdlzBcuFXXmuXOtfQXPb1PcdjZfTXxD/WGDS7JdE6x3xN2IeLiM6A5UlH37HTlJYEPxBv5tIYA5gOCWvdzFi/o0H3yEvdo6V/Ai9m3kqtlDjykbT+TNjLSWOnA5w6ibt8LI5K2hNHKSZqa0Ou1FqbhsM+eqMvEdnQWNpG4cswdxNwSnunBMhBxLfNSonUolb8tgQ0IuUwkcgTXfrf2Y4/JznlxW5uzLSMzMYXBsDjg0TIpY5KqBW2btecgEqChBB6ZszTLot4/socla6fODJmrz356zJLd9973ku+O7btnfhSI2pR5/+4YE7t25tAnzLOECbGZJPU5tymSpR+eplA+NU4J9esIoPSSMQGb2lib1caY/RJcF4RfwNuUORvbGCecq79U79u/660cUfHpr/tCGmLmvj1Oc8hW7/C1pmbVdITfOHbpA1h3///Bd/0yG7S84HWf3Uv1osaXHP3CDPz8d72PmjWved2uG/OvHfcWS6W6FwFFPr0z1qn2h3BkPmNCn758nXvXlOn+1tf7ytW+EJmKeMjm/XcrSedUa8KcQQy1FHW7x5hYycvugVhu3UVrpOFyb3vRP+aIDZ71lh9Q6txZwqhaiAh8AT3jN67ms4hJGJ1SIhMBmZO3v+gfAfCCt/z/kr0Z6knvIZc2pM8e5KQd/d1Th+6x28+DZqgFrMQ8pta24JlPcqYgXXfJBj7GeMb64vzZy42Oi/DHIg90P7WJSQtHHgNiv+fGlhLnZjAv8XzOk0+PqJf8UEoasRz81+8KuVU+/XUvHTDZMHSYzkn02rzj4RY99/pdOXcSVWCFr5LvzPD7tMx+YVzXAVS0k1REAiVvSA+5egsdiUzTl/mTt9wNwOe8bg+AXfYSbk+r+Q/qNHNWqMvnru9/y11scASv++z+ufRhH1h1SLmm4Xff8ggV8PLX3dg7gliVVr1oYAH1Sd+EIaOVdyz3KXMYOee82t3OpZ5TXQ/kfCr8++7jeg2lUCt9Wu0A6PjvvFNdye6cYwBlvHo/fuT33kdLuh9svUPJ10eImsxZicX2Q94fqmuHaVPX1D0S+sjv3U2Fzm+eVznaNfHKCkTJM2pdcgSjoe6RZZ7YD1XE3hqV1s46cto7JXytwLh2wGvDgiX8HjK3v03Bb6F936ciZ27w+m6lVG8PaTiO+UTGMtxPqdbW7lWNi0paGWn7w2/5IwAuvO5TAVzG1b5T8gPyoCQMjs1BrGOW7D39OZy3cWbwuiD8wbnvfP+35eI16A3k2dQid5qHsOGGEpRcCLHLQ137kcgIofacwLy+2n5tcNTf1if5+VO1UDgQcg9c2IRz9CGz86PV/1KmlD/cI+r+3IxLKumhjaYH3daaukfoucOg5ysHOanO65MlBp7XvV5D/ZslxvJdLukRnwExB2gJVqQQmf9ozpE1juFkcVxlguIRiSle6rKHbN4IXaesX1maTomAZw6zyK4kBXpnWd9UKQxXqkrORyKkfjhhbey4Svs4rn16wdIYAbd7WYf/+kxUeU70vh7zY8n1q7RnpL1cvZYYe4TK7pspxEvGpZOq5dsfMoLSZrzgLDKchwoPHNdUmHvuEWaPcba43TJcFs+OMdseXBeEvyGoBeW7/iw71KQXfej65LNEJCBd2DUnANjjtFsfSHyxDm3xD5xGOCIRnGYv2TReDnRJ9qMv9rFMgpdv29rzdQy/TuiTXN3rTwwQQ/080AmBrBoffOe3uCZ5LnzsMGjQTJ5lxKIZINXG6D5FDc4cnZ9BzDsS1x8kyZCJQRwAQ17/qAECaJqauo6ETKRNCd3LOVN5SC/OR96TXtchZeVZuMi04m6eMfBg95xPNZEN5cpSqdQzJ2W2ZL607wFEdajWQHgSU0MMK4NpzqI5E6BF3uk7cd94DHXus8Qk6XL2e65fuqy1J5fGFr77mRTTtnLZFv0Lb3KEKaz0MN9Cbt/a98eYsCiUDBMUhVDolgO2HYZwOti18Z19Y1Il2eO5mytlXJ620Y5h6jxouC4If8hUtxwcRBhXMwvS1ofTUyHZRfC8yw/ZpKXiPTzTbU+HgFhP15Kn9wO8mYqWn+cV/YYCehu+Juof5n1UtPxbvsTdfDN8z+O6bpLP+SKNCNCaBc8b1pM2tESWIu01VmLR82RhivqwBCWkovsOQyc/u0ZBOkyjM1LGIeyHVHMSEjBJ7v6zXE76VtNQ19PytHsex0L05Hluz1viquceoo25pVJSf4wS8SQ36Zvdt5rp8Aiufl90Azb5ikdkpqhppxBSu++s5sEDj8h5DoUljZgHJdPjsA++n8eY9Cp91k5rej5zdWkohSvavaTXMMEzxPTEnknP055Yxm2ohcoznPJM+lDCN1oa14m09FzYcabtD89HCT9NFVTsXE3BedcF4W/Jh+dZRw6Inpqi0JcFWLJgjn9gPBWnIPiGILVsnonx96H2sIX22OWALS5zlr3lLvt7Oxx96GS4me9K18gmYbV2YWP3EbZPHbB7Mkj4szM39Hekxz6tkSxuc1adk9+S02c2qGi5iXuQ2H0hujEmdeg9ajdqROWNc9B8j+40qZF/OLzIixRp59V5ev71bxakDnsDmScN6fkE2DKqVF3fsK+zLOHX7/zqyUBGX8h/TN6Ra3t1JseY0jPNIRD74qUU9hB8usY7pFnVPOlP4L+fDG3cwl3u/GooEXtPrVm6bz1F8UMCLs9W5O2/U6Q4XV96jsvqX+2UJgi4oe59JB6N9kPPm+2X90xg6Lch5Ru8BEBrM4bD7l0bJSD12XcbZr2zpdefIREe4sxcW003d+sJRC31nymbhBpq5meCGeUBzvUrYy9aKzmMWsdL/bcvSAXzqWC53DkbE0il/2PznIPrIo7/ybc9sf26O75ygAwEcgca/IWxtnlB1lKXBnnfeoUCvdr3fs7zELvcywXuffgCVz/08fBegspcCP9ZAvG/6Rqnzu6xe3KvT6Cyw36CQLXTniSaCFn+lr2Xv/xeChdxb/prOqlLqfzDZ+jmrOnU/UR1viTuWW2eSBL3aEKeV6muE2YA0oxX1vHR+gOUkJX+OydVRaZv6FhYIko2UY9lAEoOg57mQDKOLY3E4/VVM6pxnoZSt54fvWdySENLR4+GgFmwTJpHDAQ8Rzur8vfV0mWbtLdGJafK4ff8uL3+RQYkn2FvrP7jOMil7w33rW3H+vAcZ129+ddt688SEbPMYm5P2LLpXvbNDVP7Y8t4WhqvrMDYXtbv677KbYhbKlRYmJ/c+7Z9/f0Hqtddv3H8NeEKXAG9oNbz2ZvMKaqTLXV9ZXg3RerajmU55V322OKQ0+zxjBvuprmh5uCW9H5zzWEK4pBbzkRSt45MmhmQ/sk7shm1w5IHDVHNCXBQb8mkBugelSRt70DrsoFor9Ee3R7E2+Loy4PhlDOX89jcAVaC0IyBRxS8pDv22SFbLFn0MfqSk7+hVjb9RUJgPMgdYo/4eETdm5dYn92XAUSTUCI6JccsT91u+zkmsdjxpfbx46lSvbGmZb3bDQ/JQW5PloiKlRjFZjtDawRK9vI80c+dKV2/11dh8L050OPJjbc0/hKTpev09qlnUtBjkvIeMdbMgR6XMLPymzUd2LmMQloqqVsmzRJhj/HXMNRo5E2Ldn/a3wV36Xo1lPBn2qfrAI7YYJ8dd3Pp+GxR49uFyBF+L/e/Bb2Z/p9vvx2Az/ueFwJDFbhW68q1vDZWWUAT/vu+/cfY4IjbvueLO9Ky4zpW1ax567e/BYAv+Z7nIkyDSPXbA3vtkGu1SNZe3SvfGzUneUSdR+zewfSuIBUE2tdZ+zHk+j3N5HmSna3fc+7LMY36b5nfBrmNb6j6b6h5y/NDXPxn/Pb/2rfraRO8DIE5TVVOQpDLf5q12uOzpvfd0NK8vVRFCMq7n/91QMvzf/t7zc2O/lzb7GZe7nphxCwStaAZPg88506PSA5V4dNuN8yBx5SVGAmf6KZjs/bs2Nf0bKb9jFoRz09DhAEI0r2NTprKVGnQ1mUraJRyUXhM4xhYxkSfJy8Jjodrwvuh3G98+9sAePH3fE523B4M8cIwg18uXNrWM9ZuKuRE82dJc1MS5sLz6wAagsSV3jufboThxggTq724S+kZxw5Iw4z7fvsiLXDYSVeyUffYZcWcS5wN+frZ4fLyDMurc67u7XSNhfo3Tx2wfeqQ7Tok55mz4sO//X4qjrjMGeOsJ8dBbP1w329/sLvC95N7lb/OBqcRvs5D3efzf+Qq9TpcwgMEc0Ruj+k9bZLuiNr/oLudzt5yJQdTz2fu/vahFLpODs6YirBhSDwtMU9zLcwTRGPNPFPs7ppZ/NV3fwCAz+K3zHuxD55TIcQ9JNoGiRzQzGLCmHZdq+uhNA+pmtSq/2U//P677wFansldeJc9jUEOCXvji++M20LHVKBpm2WGUrf5aMwYuh+WudR1555LGcuQ2DnW7+r3vT0vZSR6RPfRA2/cOSnTO4O6vN0XJU2BZ0rNzVGpLxbfe7jint9+AKCP+ppigvCY0+M4bHrr6eGzdE7Kwooef/gs79nrgvDXrNnlIXcxh2WbntjB8WxwJYkBggTQAjfz3h6Zr6nZ4zQr5mxxyA777LFLvVhzuNhmb9awXtesrkbuf3V1DptBfb1Abuc76rQaUYofcobh74q2Uz2vkNSdNQ37HekQBC+Ed7vbcDVb7J9ssptTYOxwrvtZHiJ8eaKvrtSe6HHtUicZuz6e9DvlcNo94h16AUlnrLVGur34GS+mEQlBp+k9YoOWqr+WN6xNYIoi6zb01AeS63uTOagjAtBmn4Uh5hYR2rULTE9se0bTxSBU3MuFonZIwEYSSFv2jOn+5DKV6f1s02J7/ddt6np0/gd7Vrx1LBE0K7WHdyKCPg4B84i6Bd0fzQDadmcMiUBJEvQ0l2MMtrSZ6+/YvvBAM5o5GMMxuv0p7w/HltfWTKlfM+rexVz6n/wfYJilcYoJ5LhwXRD+a50DnQZLHHKb0ENKY+qUnN1nn98B4E5udVSNDWe5xA77nOciN3FPUPuf7DzPbxhmyZID8l95hKqTwHS92lYlzMCCJRu0PJ17EknNg4OO5C+ZZwlGSVKzEos3PyVHrTiOSN5TSa2ctU+DRriacAwPp+/Vb9u3B9q24bUlfbb9bbvgOFEN77JXJHrJ3qrzNsXcvtVlbBtDJne4Hm/tPm/l3YO5sd/TPZ46kOlyY0zZkCFJtR6Qv9xI91/vSXv+AnPkm4QEpA0vaUzO5KfPTImh0fOQMgmzfgzynk6xrH1jhMnUGjNPMhQYPvdV8967Xgrs4XtxzXW0hQfxXEzXQkwlejkGxkZDxXo9c8G4NK1V8vIp6ybmj5Km2BOqcgyp1j9bejYG1wXhn7PiAveOIpcxu0iOwyqptfRG/02u0FJxC+9hxZyH2OWQbe7hJvbZ4V4ucLE5z96lXY7u68L5rnYV7QKbsHH2EXbP7rFdH7DbJexZsqAivR9d7GwSrqeRwBFBtaVt+5DaXiFmhwtMg3DhnR/AsuNIu0Q+vTe/Vv3r8zEjqJlncG0Bq82QmEdSE4ta2iMEY1LK2JrYdM2e+t5jXPR3m1Y5SO1Dm7vtuz2sXnSAIB9JQetJ3badUn9szLn0pyR1j0nuGkFJvXfyyYmJAEjMQ7krey2k8k8++6C+MElDbCefltcDy6h5/Zt1PVj3ZfIOkzbU1zK+MkYrEOg6LOjsjWLC8aTVHEOj+6HHZMt4zI5uqzSPUxzc7GU2j9Z8Iv0fA49QapBxy17aY3eAt8Onv3523nL+XqnGzc+NkDsXdsyen5Xto9cHv77rAGqGXv1T1CR202tvSu9QedqBUCY4Z5x9SkBccvfzFgc0zLiRBwh59Xc4qLdYnVuwf26nd/TTffAO+cNP2WSDoz6u2rYPkeDMn3IjAO9VTIKN15f3U8Iflc41DfWi22yLOMd6vmXcet5sOXsgtUr4OKpFa8oIv22pdlKvX2mjZLOzRMa7pU+H3Un7lshqSQ+GCT8ATp6eAy3P4L1mvL6tz47dmie0X4BX1pbTZQS8/SBzuH06zMXTuWfQP9vXQ7YGhLqEiHN/699smubSO7l2pzhF6jrH3rUEWe/lFFf4GhXIOdDG3AM54gwMwj09gj1F8MkxC7k9Ztux7eXMq3oubHioh0+FedzikIaZq6m0Z7fEJEl9NzzlFEAfEq3PSvA32hrsET0/Q+3aujgeDWvTXz0GD4dOudLZc+j04LqI43/abWfb/+8dX5Js2lImrilqf4EpDjBDac1v2ztUpbviLeG23tIe0vbidGVTpXkAyt79ug+2P7k5iOMsp4otqa51WxYRevXLGD1vb/nMEUYYMgB2fTThj3H3MT2qF7qkx5MjKN7cTCV0uUNvkZG3PzwzgXc7nJUwvH7bPuakvJJvTGltdNt/FuATXl+1XGKe4t6JJgjLpFqYwoB5uUAsk6eT81jwmBj7bGy83jv2u3e2chE5YxCZvVQzZVPc6nXQjGZDrfbtMPtjbCd/p32uz95aWtzm4QABzbzkUvbq93J4QPfVwo9X33j9xvE3bPT5ucPfs+xEgU/MPI7L2+xlKWqdtO0REYkDv8IOSxZc5gwHbLPHbiAozaIPxZIwLFHFyx3tci2vzdwXnByD/VgiAoJJYJh2NeX+PeZi2fc8zpPhUp2Yen1tbhy/z4iVGLAc5JgGr5xFFPq34zAwFtF5sf82auGwu1JXrmNeE72tS05gOWlzDHJIesxeaRF+g589LSexl1TjU/pdJlKp1DXmEFXSjsS6Pe1d3rPeMlDemHO45qNh9CxxsuVy5scS3vNgKqHW58Jb81OdGcsDu37WJ0LKePi21I8xdbfup01aVrMe3JeS7ojy2tnLuGyfvb0yVf3vMZFjeMvCdUH4ZzScZq+fKCuNafC4a++SHo3Yp9iIAX7jG98MwEvf8LlAvJBnWO+CQ/YIEfn7NNR9lr9VvWBVp4lBLn7j/8YSuPCGr0ay8dkLd6Qvb/rGt7JBy+e/4cXKXzx+1qQxuOEwzDlUB9EyQVZq7DdtnY6tBJa7LqmlpZw9HN7c56RPr035bpkCjxiXGD2PocvZQRtm/PJzvpeWir/8+6+npkkUebbPWy5hSomTfW/AkKlnnopwzMb75uf8fQBe/Pv/2GmjjHAsUdLveetnz2hOc2O/p+15zKxPuG1ZW648Lp/wj2Vr1OPMacM0vtIahHwoYsRdniZQ2hT8ZfvXm3U6c5+dM/A1NbnzOzZWDbkx2bZEkJpCjHP4/s5v/CkqWp7/hi91Nbq2nnxffA2kx1SCn7dCg2Y+9PqNM2LTrha6Lgj/ijl/0oUeQYp8rB1LFmrNVr8k4t0eyw0RpAd2A11854f792GoCtRkOEiE8+SQz2hYdJyzlr7ve+cfUdFyC++hpKKvaXj4nR+gouUcD/RaAtEK6E9dvx6LJe5T7fca4gEpp+uUOsOmL4Nn/5+yRtLGEHkMuXUPgaUHO87VFsOLhoZ+AYFx3H//ZaDq+yFz6hHjXM4Abx3055hqX8BDjhbBP/L+Dyfj9xBXjiHx2tD98lSeei60M6OOkAhtDomd7YNdw5oa6xLo7UVPq+D1T79v6/CIgL7sZdbPQfxNawhTFXb0HveYE48B2+dUV08aXiZ9tvsllPWzzdlxCJT8Z+x8St9LCZ2mQI7Q+/1N5+f33/keAM5zf7b+nBZIj1dgisYhh0fGzpH0xc7NGH7z4Log/EdUhJjfgMQt13hcKKlkclytLF9LxSXOJM/0e4L4tzoiDFfMoRwicEEU4sDoc/tRUq9oOc/Fvv96Y+maBxL8CKQb2d/MnmQo32XsMneeE4ueWw2yJlYlOLW/4e94gEq+FV49GpHGq3i3epW+xOTLve7aW5sunM9m9bOXCHlQUivn+h3WVqRHW9/wbAydkEJ/03vibdrUPCPiOavJfEudOZ+DOas+7DFHfPU/yXypmSc9vtx+sXtWyng24tL7OcIqsOzGKEm9PPAIcu5seO/GeRenyDB/Y5kgAfYNziz5qIQ682ZPjzFKx5ZnUK1vkgdevX47egyh/l0eGtRnQ3B1JkW9nroN3d8c4ytzMzQfpdoY6YMWGqRtjSfD03JGSwvXBeE/wZrzXBwslCeJTbmwQ0BzrDY9o2zUJREhHVHTAnucTtqPxCbahTTSh9SGIwRcJPOrbLJBy0WelJgptLpfwvAaYgIfXU76IGaBmhAmWHJ68Wyf8rt8ehvSEggPkazVvFjiK/1OUVaT1OvZke362cO1VGvixfXrfaBbFyk0Evdt9jmFpFxeItn0olpVkyeJ418aJCtmnh1SyBGaknpViH2DfwZy+0z30xKb7UKSkyECTHNATNEECHgqej22MQdY3Z+SZsR+1+/pvuj+6n1mHewswpZyKdFIHdEsc6L74BE/y9SUxu9J4xY86TY3F1L/GDNQ8ovx+lhiBmwqcnnPc3DMz0XEFRu0QOuGgspvU85fHN9Qms85AU4h1HqPe6ZCqSv2bVqypuuC8K+Ycw83DZCYnkLJEiWx1J6az9uIFiwRrzsCLkTwiI0+rv4SZ1ix4CLn2WOXBx6+kav3fXy4ke+SqnRGuJ3vFGw+8U/ZvWGPHfY53cXxh8x9LZc5ixBykfa3urZkHC0btLQKAYWNonP/27nRDIS9h1oc+PRtfYuOPlQGT1zrb+kLMfyQOvtZECSSEnRBsNHPIcdRx3fydmH7d+Si0/UVkpdK6qHcKfY5xT5nGLefywHWTMJvE2443GEfSbkrDoCaGdWmnyULmqZmdXXOeu0TTIFZl+65njW9Q2gOwce9HZkEKXvIFppROVDmMIuQh3dFlBjIaapqDRqxSlis/l2vj/eeR5hLyZtyPgI50OVK+epTRtcfgyUmngZI8It3c6I3Fiirrkuq+imRA1MZCM0wefbpsXm2kMMj+rteyxUnqAjX8ua0v1Zr4RFdj1HO7RlZq1z9kM+NkBNE7fyWiD5cJ4R/k6s8c+TucO/Q6Y2uVeFzUtVmyVYtizxnyROfuUNLxXkusqZmlz0aas5zkSUL9m84xeEN6a1uB0YFqGPr+yt3n3mWmiPOcCmR+Pv8+l0q4AVLbnrmjA0abubuJD7fbi8gRepNQ71umF89SpP1hIGnIFPY7a5rC/r8/ELo7c1let7HbGNaqrAbXMYhTnD6+Oh6tDlCa3di6syYkKYhSN3DCIyUC18TfQK8fuv+LrqIipqGj3vSFi1Vn8rZEidU2zo6oKlrDk5GX5ApCYWkD2PIqQSLJ53ux6CJhpZudBSNbVvDWLs24sIiO2FMwc/JnrbhI3bZT9pcZFWxFiLjPJQic5J1usdT84l2sJM64l6OFyHZ9nMe4zkbtB13rG9mPlNtSupQOGSQ9FyEuvPJhHIg9XsX71jfFs1g5hJFeUxneD8yGJvPfAoAF3lS/5sn6NlnOWHD09joOSlJ+Z55Kz6TucwzkceB6yKO/ym33dh+wx2veFTv5uzwUA4d8zhmT8JomCVq4X122GOXSw+f4eqVbdjbjAR2BuxeZfPUAbs37HGWy2xzwBkuU9P0SSist/6cJTvsMyMkMoqOfPHyHc9EkFOnz5qG+dVrAKl0b/HqLF7MA0HSB2hm9UDS18R4ynpMlTgswU8Jtx92l6tz2JeyP0dqQpK1Tq/pPeiu75Xvwux5ntZpn6Y758X+5hnUkr0xJ8VYpGjbGIMpRCD3t31fiPeUs+m1ndM6WIJl+1GKv87ZhO2elE/dd000vfh9r/8lTaTXd2/8ud89Sd6Cp7XwJP0cMzLGdGrGaKUYprEImhzo9dW+UF6uANs3W2/JiXNm1tEyzHZd9T6wt4LmTEE5bdprqzdcv3H8UI7nzpUXDiu36CXVoHZg0gsH0QFGpLTI2dbduyt2brjC9qlDmrPdb4tQaod9dthni0N2eYgZQdWskbH2kt3uSMsZLjNnyVkuM2fFLg8loX8w5HAlLa9I+QCVpBBeqk+P6IdJpAJOdOl6T8yOut+PoL5GuwnLBTSzDQ4W28S7+KI0bhmDMH/DnOz2oHs58QUskbCXZ4DvLS8wlPyHDIRFQnJoJT+DqPq1l7ol9ANE1tTudbra7yOVgC3iSqWFoURRZibELllykIuJVtKIECvtWgR2HEKvkXXsuybSw7Ap6b+u2xInmySmlB0uxzB5YNvT72vwkHeOIbFz4rWVs/t7zJHncZ/2ZVoCL1i54yz5AsV+lcNivXYF92nIqcm9NuR7ZOxmPWqLvy8HhF2EBH32df0e5PxF0vVO/Tl0H3OOmLYujyG3cF0Q/g3a7MEU1e7wwhffYQJSdW14fjhAgAJaVfXGV/0WLRVf8ONflGxmIQL7PVnf4UFuZFkv2K93AsJvapb1oncirGk6brDh91/1E1S0fOaP/3UgcMHCsYrNWG7u+99f9R42OOKVP/48hDnISXGLhaTn9a/qDchxGCLpJe4R0Kp+zdHajawhh7BLdlG5OS8nAeo1lbwFuq0c6L56SYdyEqLXd4F/+Mm/DMB3vPuvDtrThIs6/MsRTDsvY1K3V15LFZEtnKMZnLd+8jcA8Jnv/qf9WPW+H/oN+JfTlKSoXN9LvhsaPCI5QxxWh4xI+E32UnhHm/h0e8cl5LYfuXfHTFwecxjrn26jt3vDMrwlZ1w7Ns10lSRPOw4LOSZHIDdHXl1TmEYZ0ztf9c+paPn0H3+Ver88t3Zcdgxj5rMcTghvBhPZvunLVHNDaY41XBeEf03d37cskOPOBdKDudX9lrfdTEFqH37PHi1Vf/BE3fsA5zhgi8uc5TJn2F/u8PCHzsB6BleCIxWnWthcsjo7p1lEzcCCJR95zwNUtKR+B5EwySZcsOTD73mYiiOl7l8lxNzXHEQir+39gwt6wmQNoZu2dgZwLc6r2ZvNTD6jSSCU66QGxVCIM6G7HusjU+9GYl6w/gW+iWZIPC2yzkko4buPoLyy+/cHxuMcDyaIXVZCE6o1wdkxIoTIYOhyocyQqbVSkOcPoKMPNHMmz5b37yVzNSa9WqJgYUwt75XzkLCeC9GqWUbLapE86dkywuCr9HW/rO8HlBP32Dal3dI85MaQ23dlAuhL8KLT8fs3xGmetJsjOpYoDi/PinvYOpbGOqJfVY7I2X7aOdZre/ieD1LRcrYzl+bmKMfIeOtb6lfQyA1z+ef8ScbGpsuV/AssXBeEf4OWaVmPfDWRfgZDpCNJQMYQHEBFi9zfvk3NgiVLFixYRgetRc3+5g5H6waudjb+dQVXFyyvzjlYbPdtL1hyjRNscNTdMBW9+rWjnmyMtuuFJX5CKIbSWfT6X3aaBOqU8K47SRSAhU/AtU0/9U5PrxsuQVOrMrWvIpM+9O9kVGNQzjw2lqM/lEkRfAkJWHOAlqLXvJ0W+He8DM2YeAjd4/ztGPQ4SkRHv+shOcksucOVpO23d8+fwd0u4spJeTmzjO2jh6jtGHPI3M6BNg/JfNuzrcdr29Qgzlseo6j7FZ+HBDzz/tn09KxTEH6J0ZxiT88JKeDv+zGw4/MYp1J8e4lp9s6fHktuzGOahBOdIOJFhniMod0z8imauRyzoM9YKSeBZRq88x8Zp3ROjwPXBeEXYitgD2uO8GiiCbBl/rblvPfTjRDDtgBOdwl3buRBgCS5y8G5LpTrycPsZLG+8O8+HgHgGbx3cKB9m1HVzUF0ZJsRVJ3pxRFD6DfmrKGZ1b2Tn0j+oDUAneS9PgKuJbtNnP6a2VAiz23+kk1s1jS9ZqAkDVhYm3I5j3hZA6sKh6GZSMcTH7LVE4xGvafdLyU8TsL3dLsCnrrVs9GWHAFzOdBtnXYOZDxxn0s433Z3ruY9oylz6Uld8beh/dKWHb4zhCESzodICWLO3exnf7NEJicE6LZi/+MZtQxJjkGzTJC3B4+nRs/nujyOI9oMMeflvcmnEJ1oFpsNCLAmqB7j7DHU6VjLUJp/SZx0N89I9q3VTlgGQiDXJ1/az2sUbP+8vTZGpzxNVQ6uC8LfUhVjTyFOnsTzlzbLmA0HhpJO2CAtqL6MSYwQkUfJW7uipaLtL9spOefI3e96g2iZOPQnxMmvOnuofr93HKu7SICT0aGsRxadKQCi2r3uzsqsGar4AUW0hwcnpwaz7wvxrztSaw+lJr7yu4dw5Zmn/bGXbzREu7jngbsymgM9plnneClrorMpyqeHbEL/Zm7bnu+BnkvZc7lwO12/BdlbYRfTrXiUDD1iH8dR9gYvten1Sa+dlnw15KTqqcxg7lY9vR89ZkHaKCF42y9NaHRCLbuvLAMie0Tfs2H7Z51i85K1/nuOl8tBgx2PnWN9hnT+izFimcN1niQ/FK5iGS0Rex71Mxp+vzt/t3Knu389jZNdG0gFAl3Gm58pWoGS1tijTcdlhq4Lwi/gcUYWrGc2pBy3XqDS4uj3IGz2G5/9JI6oesnecrQe8vbs0Vpqm9Hw8c9+Chsc9f3VG9VeqfrUZ+/2pg99NIckbsjxahDv7phtTpWtG+q6MzMkavc8gk/rjj3LlfcQkUy3Lu+F+ywVEfZsohrJylqJP4aW4vUNe/K3XkepK8dEyvf5089T0fJ+bmJGiNJYKB8MuzZ6/FOI21Qbs52D3PyfefoOALdyZ/K7ZTrGELnUO+/bTePUdd/HEJvMg6cFyfVhbB/KfMsaypyMIfhhX+dJfWAjEvzcAw11zyCuqXtN4XFAWLNQ9xX33Ew+X6asp3303/EZbMsc5NY2nRc/u588K6/LjAMz1pPPvhmAi5zv69O+TZCq5m1fbOK3MSEQ/NwNOvQTPNNIk1k7X0ApCYpwncXx52yLOekhpwabIulb8JCyJOdJY7qHOd31+zrOVDadvdxCll8n+ZFreCV+f4Z2rkmRT1pvmslPf5d5Gc5BalfP2dlTe/IyeV/P05jUWyJSel11f+yzKXZMW5cHHiHVdWvJ3zM56TIlxsf2yX4H7xKo6KEve89jdO1YPKdPeW7PQolg5NaiRNR1m/Oe9SqHOg3fj2fD8zPw9oVlWrw5ssyVBev3YOcuB56AoufZ9iG3F207ubWaolGzBM8DLz2zPtehv3lTni2ny9h+2DtIcv2373umO0izEXrM+hSfCVvWjnmMEdb98tsoh+jp/kkbr6++5/qN4z8ieNDL9Is6rMxJ5RdreKDHpX+pI3CdgajXNH24nW6rpukdquwGD9+HTki2L5poa899+QyMQLydT36zbfV1Gk/+E8t+UAyGLlNlEviIPb8E1pO/BDZsUHwEYKg1KLY5gQB5DEzODLDPDgdsdcmYTtMQL4uxzmXevporxk7WQsw49jY3m9xFEJBHuPTvued2XmxZqznx7rjQ5XNIOc7AofrbH4du95Btrgyyp+dNc3quIQ2v1VodGF7XXTQJdTkVmnXdp0xu1sbWP+uIhaRKNnkXxuA4TJXnODhGCEv1j6msp5svmn7fWgEjx2jkGJkpDI6u17syPDfvJTt6jhHT9aZ7zhc+IiOdRjNYHC59t7/Z+jw8NBWuC8IPbSLhegjTQs4UAJ4UN8zG7S3Cz37lW2jZ4Et+9n9k2cXtr5izxy4HbLHHbk8olsw7hB+YFMm4Jxe31N3/K+DtX/nPAXjhz/4tIF6estXl3o/q/DU/8ZX/mYqWb/zZT+8RINCF7G0T1GVxo/Ybu26Y1Q3zRZfKdtlpBXRyHwcvVeu4yWYNrDubf6N2nmUGtJOfzIVLmNUU55CY1JTU3x+n2aD+MYLpfdcMneRjkO9Nv1I+sqtp+Nmnvx6Ar3z/P0j6rhHCqrO5RpXgGPEbEgIPueUuNilJYb/89G/n/9/eu4dbllWFvb911q6965yqY5+miq7ugsLGRlrwhdKKEDVwxQcIkiix0cTQxFwRvD6+mGg0JtcvGqPmkkBiJBgfYGIEBL1CIghG2qshos1DQbCRR0vR3VRbRZ3mVJ9Te9deZ90/5hprjTnWmHOtarCb7rPH91WtfdZjzjFf4z3HBPiGD/901B+aadqtbDmidDkEq2vfMONM4ZYyV09UPgcYyBlQhn+ytdar04KmOSLcCQ5egGAqFa1X1xjrkDfWVhDQGrvGGfx5ZNsrc12XKe3RZeQFkL4ylrMCeoxTvysCqa0P4C1/75cBeEpDO70522fc3aFncr6Jd/iVhiGBxLZzNxHomxrfXD94cCAY/xr7UZIWQBHSYei0hdjvbieqZjA2oKai5OMf3WuflSzbXP2b7LR+nlz2NwHrV9/96PkmzrrDV+fwLtloA/X+6qPhWN7dxj+9aCOywxGyWuPXlpHOZBe29IVMe0sqOQCmCeYTjV2Djrbv8JuOYr6eD17AW/y9up1F4/VtT6gwdeSYkyWEG+y2WzZFUMtFay/Oyz7+M2558s2YACnPZWGFAF2GNv3buZbSkubnwzw+w1W9vojdNwvW1djoXPOBWOYZvifIeDENYzQib4ukxSu30yEXc+PhkPo7pbXn2iXfjIl18OpO3ffmTg4frzxv7aWsY7ZeW45NBjZkVvf+7j/r+s6rf++jHwe6I81z4PW5zIcdjjZ/x+nY9TsaR2uF8ISee2MVyuGq4UAw/pq1lvGVLFsTpO0c64sds42ik8xDuak9mjZ4I7wTQoU8/3YK9KQQafxd7AA1N/D23qSRSSbM/DAXKai5jg+0CXk2jBnZTqZZNW8P6DkkKXor+sl6JkC535r4Owhb/iKLwJIosY9s7YPYAqBN//YUtbjqYT9lW6YaS639e1v1PMHAExishqz/Lun2+GohUrb11U1c/weaLUW6jlBnOpbB05zC77QbqP9uFQkoXT/l9/+7WRujFqTrTEFK8PK+T2miuXJKqnZb7lgft2Zjur22rbn2WHzs31pQ738Tz3c996wgImDxte2z9QxZDFKuhBTjse3UQowNwpPgWC8TZld/msGlBGutoWsFRlt/L3EI6ITYodgP264cnjmrRYpu9FyszhjadZ4KUM7BgWD8E5Yc42yv43UEtgQ72WNXvcXtSaMiWOwS+9s67amKttJ5oOu1e8St4KAnhhwteY5j7eT2EmVUdMfyXmCTBQvKxssP/QQmIljsluvMykVI3Vs1ZsfG359K0iP9bHG295fm3SHBx0In0ceLPQfyrhYktK9a3tELNHegj/1GEyF7upho1rqcfQqg4C6uiuZk7ryBVJv8PvIZVu57q9Hqcmq1j797lg488gJoLX4aR0tghxhTigl763AILIPz+k7+9q4eeMKZ58O1DMHukMgFEHqR51bbTfV/HPl/+Ra0lAA1xPxCQrBlr2/1iaHWJTsmOFPjpPGy30OwBsf9l06/rvsuFTuUEoq89ZFi2ENjPe0paMNBf/2yDgAUjY/fgpBn6LZj5MxUenCsi8AOgg1gKVm2k8zbltOZ+uECm5xniz02OMMJ9lhv/xZ89Al827yKgpq3EfLv6xS8egdAScU9vI019vkw17aBffrYz5J+1LYWBDbKpuxyDjOiPfuTKvaneyb+rk/7C1j3v+5vASsw2MVvx0P+2Z0IqTJ12209sti0VUCCNLu/N1Tc+bRXPnQEX1t51qiBuj06Oqdh9BlO3yw4Jj7B+uK1gOm5m/pQR8GH8qanRQp0Wle8p1rjltLe7H3brhTDt5DzB3tzMGV29WiDTeTkW0F0roz8eE6aNWvBE4TsGIexGN6lkutTT/jTuHp/2763gqPWwnO7k6Rt0msevU2t6RzYdsr3libb8fQEUCt4yH3pBz3foX9wle0vXaLebj1kBbg3cCAY/z5r0XYNTdis2bhvHq2Q/cUeAbQTYa+JEPa2h3zGEx8DwK1c39ahNTs5lneHo9zBSRbVjI9/9Cq4eAguEszjh4HDNYe2dtg6ts2CKbMnPo6SZXsQzy7rLaOeMWe9CfabMefUE09yiEutodmyTwERHLTmn1to04uX2iQ9AtXkUnNdM/eNdmmi8VN9rTUj3f9aiBgDstikvKGFpBe2DtiziZj2Wm2+S+Aj1hTLTDXTuOox4Xz745wbFGjidssxvxP2WG/iNqYRHroN+T7xmaZH9A495joATnOqfeIdZWrLlp3wAUJ/eNrlROGSGlPdN97JaCmim9NqPdfeUL/lwBM87RyzzMPm8khpgCnctQXTO8bVs46k3EIW7Drp59rvm7JTwvuesjTKOSop5cl7lnNJ6Lmo6VeHQze+1z7xBPusRTFgKXrQzTdNA2KLnqX7ctVliRKm14uuF/o5KPRa9tp8ucLAgdjHf80NJ+t/eMtNihjMe5MqZYpJLUoLY4JhQpl9JiKLVE7R22WDbbbae3rx6u15sv1OrnbLXue/77aGbbDXCgPhuptcKPrY3vbefEG53GfWzNdiib+lT4N0l/HpA1F0f9tHCR+/Hhfdn36VvhaSYySXC5bx6PEUe0yXl2GjebYeadV6W5kQasvMtZBhGYHdox/waUzE6hhf2XYmW87kfthmtmR2eEE5CZYcPe6+1hHfk/625tpw7e+z9jRrTRw9RuSBxUve12NpCXIqb4Fulxe7kJ8H4+Jyhr6xvm9Nd/Q9wc276vqGAgYvl2alglMFcozavhe3258XXh/Y2Bv9nV3DHn2386V/dHW/7QIp877XtjF1X47G7gkTHk5WePiZ4gcP8j7+NS402rAGTUBz/iqrCevvBRbmnjeJvTLCt2EyrzeZ2rbY5gRnovc0U9bpOaF/8IUwcc2wheF7SXlygTsV4XxqCYhczGaUs4rdI3Fq3rZPHF9/qt+0tuwFUNrJbd/xGIgFjzmktkd55eW2QKXcQhK0FxwpfS3ce18/E9+5x5iEUHVEby9J8CjDv4qSapYPgEoJSpogpnIG5AjmnmqLbq8WpOV5TCzzRNi2NyUspJiCxV+/lzLb6j7o8in0t7sJjLEgeIJUsMRpYXXP/X7I7KxxyjE7y5xs3wSc+pASfPWzkrLXvhTIOEyaFsXt2I7wsnjkXIT2Oz3/u51acUr3mEGn+ybe9hjPQ6/uVBtydejn+p0cDAkpB4LxF9SJztYTsR/Rrier1qpEQ4fh/bN6IfzBN/0MNQWPf+0/ae+lBIRUtG5XblffX37TP6Wg5gte+0NoJh8WbBAUJHPf//im/8oaFd/+2q9u26gzboW2+4TMvjMpK6Zlf8Lbvvakar3wtADgmTdt3w5ZZ4A2buFo026xbnj4dWX0CbUsbPl2KDJX4yEMP+RsOIqOC9BBpC9+2H8A4IW3/+Nef9s25wiDfpbTVHJ+bg8sHj/0sFcD8G9u/6aoHM1AdACkHWMrZGucNM7iyhBBKhfYZ/ukT2zTzFlwlbHRY6SZip13ug4pdwwD0v00cwXxeExSeeC79dTFSlgBRjM0UR6OcS6yenoCr2Big509sIGsVrC0yoX+Tuqy89h+5wmZVoD2BB89NjE+4d5bvullAHzDa7+17QPdJisUCU211lUbjGjr1f07JJhIP1hIxUuMFcbjsg4AHOYij+W9ytza+b/2jHYVa0LTlmnIhJDjfVNBKGlmVbE8twOEPaOeL1VrirKQxOzb5vdvzLc6C9jFc/ewRs0ORwkHfISy9OLZbfbof/xcTUHR+me1SddaAeJgkzi3uM0hnZNCuwU+HLRnQaT/ru6UJtjFYegFKJpZOP427yfVkAqeGqNdCMxYIAeubHFejXHI7y8McXlPwHGr1Wp84udB2tKhiUQaR+se0M4d7Y7Q5tbdewLjfwtP6Y1/enyGBRDPOiPPQz9WETOzuyk8od3T0MM7y3ZuCR4S4JUSmqxgnrbmxaFoeS136dQTJ3ySGJ0UVOZb6RsZd73+Kibt7h8PtxQzlTLt81SbclqvJ9BqSFkpPItBKu+JLS81BhfOhTik82y5c08LMXuKN8R92DflexbaIVoZ4+gHB+v3vLHrf/O/3boOBOO/yIwP8CiXWYffMRERKKkahtmX4GJCtxg1GMI8j3MW6LRdEUS64L5NznKMigk7dx+lWk4oJ0smk4r1I3tsljutj3/KgveyB9Q8ktt6eMhVJp+c5OedVtW1O/y2aX/lGp755kKZ7PYdDbmofm8cvH61uPrj4hOZXLS74Kfva6JnNVjxxXe7Mrqe8nzJFipK9gkxDbdxbYRzP1aj73+2c9ojpNp3bOvWdVWUrXWo3w/depHdKdfxAVNeOkFSwCMmzPYqMGTulHmlT6IbA0NakBZQrOUmpdVaJunVk5ujuhTPZZfD35u/njtHnss/CUD2NPkxAbKCR98c7wty+hsrnMl3qbHO4Rfma//IYK8MbZGRcipKimYui1DkuXUuZ45Jy23SnhyUpt8s7hpfqcP7Vn83hPOBYPxTLnGSO5KdqYmRJ8GnJqjVAuV7D0qWTFlQU3AVd0VEZKM5fWuL7X6E8hVEBF9r6CJVfpS7Kaj5Ut7W03K0j79kyds4S8E+z+Y16p3+KVQ5yD3PMbkxZXkZtFL1WWZ9ub4vYYg5jZpWC5z0xjsV/CmHLeltmWc5xoIZ22xF/v+gOYax/n2+ImqvHWsYlwNC8NX95Glt+juPaKf2hi95KQBv5UnJOnUfe8Tf1070dzmNMR/Zbeu37bNgtUTPypMKrvQIsu5TvU7jfqx65aVoj2dd8wh+LI7k3XRj8PNAz50c3UsJ7p5VJ0dPPG06ZWGy/a/xSglfR7kHgC/inUlctFKi15HuDyvk+sw5H1BpBTU758cy9TFwIBj/kpJzHOvd9ybSLNLe80E7cTlyzz85bI8NLnGIipJ38/nsss6dnGSXDe6oTrKzvcmlC+uwfagblcM1h4+fZ+PoHifKM6yzyxbbbLLDhO7gloscpqDmNKfa++LT3myOeJW27VNQsNZu+RNiM2XB0iH+9nCeSdXPyV8nZlGxjJ952fm8rX2XA7LQuqNd7fNYOKjU4uziKNZHMRFdntWwbF2hz8Nui3ljx5GI/YWKFakoeWfT73LMredrlTmX29ajNdTQvn7SJ7l2woU8Sx9AAvEakPTQMg9T33R4+cQ39V6Ms8/o5Fkq5sKLC0kxD4FcPI0n9Ol6U8KDvKOvnyx4fdE5Lfp42mRgOeXGBi3mBKY8bvmdIN5c8cYSxuWqz+MUB07qdi6azH1nOR697+EV37P9FwIgc+0UC4m3tnUdKatDygKhhcbU2rdwIBg/FK1G5oE38T/ZielJfNd+1bVUlBzjLJvMmLFglw02yl12j22wfWyLnas3261Xk0nF0SOBcYeNXXut31j7jk591aMALRV3U0EmiVy/6KuuYE0dWqQT+LS7BOZNHzQH6szmatueTdm77BhBj65PmmfNLDs0ISyzEmC/ub8fvS/pfSm770R4sFsAg/Cg8r8vVVkGqslaK2TMS+ur7Gtbl0Okrba2zq7S/kNEtpzAuMFey/SPssOCGVc//prIEiR46eQ6XZbBGDzpf9P87Z3maPH2kpWI1iHrQO5e+fhrgZpNLrRzsHNL+CeP2f6y4DHS1LsaOtz6kfaewNBfIV1dnqbsfSPpcZbEsT62vZ4Wr+uyeKXws9/aa0q7HzI2e1vjujJ8IW2sUmQFESuwed/aMjwYisvRMSl7KqbLy/VQsmTvq24H4PU8s9ePlgaMtcAMWV/sLh4tNEr7dFI1m2Y4dSy2nUM5OBD7+B92w9X1C275e6PetQQn51vxBjmV+S1F0CVyea89xnWr3ce/pGRv3qTTbU7F22SnMRLvNkGCMdG10q3s4w+a/zza+y+MX/vvxS0AfjT+GMm/XdjNsbk6g5/ty7SWVWb73vut3/PKt0JZihh526Q8zT4lKHhSvX6m8dHkQW/98wLshr5Puat0W3NatyWK0h/WUuCba/NR2/o65BZL49cnbN78GRI2UkwuFx9iISUgeFf7TU7AkGuKkeiyvPlnGYitOzVPOiHPN0t77Zd3U0fIemXdm9P+5J2U9aKrL5duucLOUSnPMmEbZ+QxUW98NGga4GXxHLJiDLkzNNicGdqycaD38U9ZcC23uc9SBEsPei4VZwpkYIOmtmgJ+BQt1YV3xK+tJ6FE8e/N1qNJpM0+dktJf+HFBGOJRPsuIZHlT/pLCzFeudJ+uwDkN8Ck7C88LRTojH2x9mH91X0ztyaOGqfwzBcYunfTDMtqWrmo4ZQ5PpXdz2qYqSAyu889R3i8NnlbUy3oOjXOgpeAHmNtJh3HHH1XgbVCeYTNjoPgq+v1LBljBFNdj9TlxTikBIjLFWDt85QQqyEXHJYSfDVOnsKRE1wt5LXLcSmR7TVnQdXX/rfDCZCssKDXYwo3+9uW44H3fvjnW26gH/NREh8UZQUasZbI+S9d3f4OiEW7hqdYgTAFB4LxX+IQpznV/u0FB3mLIbf9KzV5UibGDfb4j097EwDPe8OzmrqnLaMTIiwEWG9Ziol/GFy5X1LxW097GQU1z3rD83osSkBMsv/paW9gjX3++RtuMJp+P6e9l7O/ZeojCSzEp+m1i6+M+6cj4noc4ngJa0b2wCMIfU3TN5HqZwvVv5op63csUe10pq5cnZtfE+Ld5tyFPdZ56UP/FVDwN//qv7KkZJstrJAgJUtec31ksoA3D/V93Q/e8aH6u5SWBPAbD/1uAL72r36h128eWM0vxxSsIChxENLPOQZdmrK9PrBXjXcugE/wF0hp1BY6bazfFxosLZJ55wl4KSbnMfpAS/yjhHXSmZlZa7l2WYZkFQavfbqNHq3VgpyXXGxoHHMxG1qzt26N//60/0zBPt/4hpui/rBry+Kbg1Rw4RirR6qvdFulPAue5eC1CRwPBONfY78lmGClQxmY9EKz3y3NwrLvpzSQ+V7wQdtYA5nie60Rf51trmwP52lTvlZlyzB1ut2796YUwHt5bKu9i8leIsPFxH/P3hprwBlOtEzfRvX6fqt4QaeCV1J9J38vVHt1TnubOcuCFcj0wvAWhLegbAS/NVd79XkaqEdYYxdOP4OZ/V6XUV+qqIFruAOAE9wF9JM4pQTVVHCQJjCasAZt40JvLOW9wdiWS5eAgmOcdYVhy1QFxzHJmQR/wcse4OKdOikwpkwN9vsxZ7JrAcwTlnW7rZXHEyy6513gl2busdCfVkZ0PI/Gs/udPpJZ+mdoPVgB2sIQE9NlpQQlW19eaOnmgxW4ITax6++1v7zYC25NyZWg68wpCAK2j20yNF3OvG2LH0zsjXlqtwd0ApJWAjyB1oMDwfiXTDjrRPV7UrYO8rPJP/S7EGsIlhHoe8IY7uEI0B3SI2XJ3vBzHGObLc6zxcduPwnbh+GjdAf0LIGt5t/xmisefob12S77rLHGPhUTJopohLzwUxYs2vZVhH3jwZXQBbcBPYnbJqGIj8ucN4TPOZO98e176XyB7KE8KZOox/RS33mQs+4MBWfK8zAX+ul+LWPTp/R1ufnl2Xr7npQrx9z2fc+aAXSasBeY5jFTTWCHtG1NUO37ViAsGqxli6gGT5scY4a3Y5GKPPd23aTiKWw7vfp0v1nI+W3FEpETOvuCb9pSFdbUMNi5OwaW+GvEU3aGhLfwO+/y7GvL/jbhlGBoD8HRIPRGmJ21Pkh5KeHSjoGUry3C3rrx8Pfakoo5EZqp25D73qND9l1xfc6ZJi0iKTgQjL+k4somEM6Claw8sD7+1OITH3bqvUNNxLpN4LPTxGGvs8tctMerz7HYmrJ7fIP9Jpx9bVKxubXD+ixs07uSbUICnzkFdZvf32rtej+4JPAR0Jqh3SaYswLY/i1Ztgy/7VtzwE7K954ivPECiY9w9SRqLchYZqCD9jzQzD3EYnSZAIX0pIit1ChZ+tbZbdtqCVeHcyckvoolUPAoPoCk9xUrT8foY60xlTmuw2fZO545t187NtemhQSgnT/2PIm4fd268vY8y7OUFSblfkoxT08A13hYnGQM4n7LW4s83KVcj1HktsTFQs3SxXlImLV4ee33yvOYREqg9fDoC4l9ISFV55BAWFK1yaQg7FDxAuW0O0yDR6s8AazrtX2gZovzWYulVeSG1qE3X3Pu0VSwX9oql2fsOSEzlHfAYEgLGSIe4Zv8Fp64vK6LJYHPerulK2h/Z7iKC03GPjmNryzDVr6rjtyFMGXZ1meXumXm0j5xBXTR+0FrL6g5zrmeJr+ussPJAuyTEyUIOHv8Qe3zb7vpku4soNuiN2+8Hnq73dBe/r7JPT7BzEJKik4RNj2+WqsUDamTuP2jdi0hhvgUPft+3WTuk8N5NppDSyWDns4GqLco6TKkPZrgiODk7frwNPvwd5+IW8FXLBRnONFbCylNxSPIgoOu14I9sMhbn3bvsh6jMZAOzMu7VtL0oe9/hstLEa3LzSksOWFUrkPMR+aTZ71I4aqDyvR9K/Cmc0n4O0NS7gY71rr/h7Rz/V6l+jkIXGHt7fQ2wXbg9ZkISuKKGqtpW0itiVxQpV1juT5Jt+kAwCEucVXjN01BymwoxDq8kycoOatBRcmjn3Ed+6ypskXrC6bg82xx7txxLl2cwtnD4cNJ+Hfo+CfYOLrL1my73dInjPrYM54AhMkbpPcQABiISWAesya47LHP+EzV1kDEyqiNVbsodL5/6aNIci+XlGXFZBYvVL3A+v3cz3hYqX5LSc3SW9LP3Rj1GW+/zm6vt35umbKt3zLVFIGX3+HvRSQQ6ADOYM7s4gHk99Vf/lnUFG2SKWvutv0V902oU0ALM8I0PaLmEYaUH9wykYd8+edQULPNVvvMaoyW8Mo/a+S0wteQFq7L9sYjNX5DpyzmILWmPRy9ftWWN23R0KB39GiNUo+5Zore0eJjICUE+HM5LRjmQI9BnzlXeGOai8DX+KR2Gun6OobYH2sLj35GyIGyyU6PBvm0yHft6HHR97w+sVYQC7a98re2ymnQcztnCdRwn+/jL4qiBG4Bbq/r+hlFUTwSeCVwDHg78G11XS+KopgBvww8HjgH3FjX9W1NGT8EfDtQAd9T1/Vv5+r8rBu26n91y5PdiZ6SLDVR0MRDa2024lhDf+L2g5G0qV8C+iRf/11cxS4bnLvnGPOLsyAMLEvWDi+YHp6zcXSPrXK73ZtvEz2Ixie6ouz532I7Cgz0/Pc6oY8mWprNthPcOZoXcDPyxYFO8da1MT54L7ra9rftcx0Mpl0HWuDwCFVOU9fv5CxHXT2TaHHKc0+LDHXGiVX0HLM5IHKaqO1bfdJayoeu+9JjpLbPLVGyhNpqYboejYdun+4DC575XdrfZ155y54FTbw79tulTNZzNLX/Owg3sZCR2zmRysFh8UpBbq3YZ5pOpQQsAWvOTwUAW/y8+WLXdkrgSsWZpPpiaExzfeKV6dXntcW2QburrJtH38uVNTfz3vIUL97Glu31zUuL7/+02cf/vcD7gM9o/v4p4N/Vdf3Koij+E4Ghv7S5nq/r+lFFUTynee/GoigeCzwH+FzgJPA7RVE8uq7r5Oq4xJQ7OdkjSAJD0lGOiGtGpsvyJnfOGgDdoAujXmcXjsD8yJQL92wyv9gwjeWEallSNSZxYfri89f7+i0zFya/0ewhkIyA+l29sOVvwV1PNG3qb9syYLLvJNlwuIaMgw14030j/nmP2NjxTBGjRWMmzwlo9rvwPJyjIFkN9Td2AdtkO1oC32uS88hpi5K0aZeN9uhZESRTB0Z57RQYmme5+W2fpwIpNfgaUJ/pa9wuR7Puj2+ekQuunvAD8ZZSAW/sZa7vMmnGy8fR0wptX4kZ2NpbPAYlB+cI5KyHOaLvEf8hLX0MMxwzrkPC+5BPvu/GDM/GKgyptti6IO67Dsd1V4GYtSu5L5zJt2NOihwaj1zcw1C75HuBnFspPL8PoSiKhwNfD/wr4B8VRVEA/wfwrc0rrwB+lMD4n9X8BngN8DPN+88CXlnX9Rz4cFEUHwC+lNT5g0hU/3H3mddZOaYizHNJyG8vAz1NaCp6AF/55F+iBr7l5udFwoG2IOj61inZ5EK4d2QJR2gjqfVWvf/+5H9PQc1zbv4HyQknwsDPPvn/pQD+75ufCNAuov5Cl+mmJ6NeaJtQEv7N4n5MTewcgdnskdg+jAt28hmY1BPyaacCxDrCpIU8bZrXyZXs7o2c9q01WmHyQeRa5//dej5Q8Jjtt7TzwDJ9GT/ZlknW1BtHvntmUy9oTgQsr/90O355658ABd+6/aIeI/SExpQma8secq3Yb8bgOgSeFpWuMy2YpHC011TUt0DKT67LSDF3q7H678UKj8XVlhVoXPe3r632c1wI2KRPtp+rlqpOlLuxqztWRqqWHo4Br/8hpiO//uSXAQXPuPm7ewxWavWsTzmBNEWDc8Jr/DsdwAp+sLlt25B76r7W+F8M/ACdEHwM2K7rWlr6UeBhze+HAacB6rpeFkVxd/P+w4A/VGXqb1ooiuI7gO8AuPIRRznO2R5h0VfwCU9qcATGEBkZ8HAEZNGWs8Mm88Yasc0WZzjBuXuOcWF7M/bxH+627p3kDo5zjoliAjq4L17Ay3bxiDvgEEtQwX0S9CdsLTCFJqK6mlMuK6YX9zkkOfqdXP1N5xF1jzd3ZbaVtLELTJq/9XP7PuodDR7NVWXVE9qDgcQS4W0ljIsM92SCLrHEI73Y4nLygYT6+Rsb4vjj/AjQN8mnQJMTbVYWy8aesiB0ZCe0X4TMfvcNm+hlO9+Vzb73nLWhI579/h7TxpQJGvq7PqQ+D7TrRuPluUy8b+UdLfRp14vtA6tQeEJW+D2s2aU07SHibtuj8cwFYULnS7c548OzuK+1kCzzTfePflfPpZbOOC5G0bB3jRY+xpUx1Dbd/5c4REEXH6X7Oac1p3Z6efWlYEjQ9CBn6cu9139+H0FRFM8A7qrr+u1FUTz5r7u+uq5/Dvg5gGtuOFmf5bi7ZcWCl61uyEejM+7ZCaFz91eEPfTnOMacKec43p7St8Mm2/dsceHsFlw8FDPOCwV3f+wYd0+2uLC1yekjwUwfmPmcCxyloOYDXNcsnO50vgUzpo2FYsaCcARsCMyasmCP9bat4sdrodHoy1lfghWzl5BE3a99JuczzbEaXm6xa7D1y++hYBePKXv15CxBFt9+UJnvkw+/3w6EBExDmq6uQ+PqBYSl/Ljh6bi0q/0xr1ohUye8uRzh53KIZE5g8t4ZCg6cNcLymCC3VP1Dwr5m4DZOIze2KWtA6YyHxf1yGIBnjbIKkEBeKAtlr6s+1to5xPTP9u0YRmvHPZfrIKfZ59pQUDcxUHkXSk7x887SEEhbkn0t36OJml6MKW8I7kuN/28A31AUxdOBwwQf/0uAraIoJo3W/3Dg9ub924FTwEeLopgAVxCC/OS+gP7GhYK6JYUp6KTWfH50z3wpJ+ZVlG3+fZulzCMYEp0/IaTg3TlylJ0jm8H7XsUa2UbZmXrl8B05YOc0CwrgOOcQBq6DkmSiBHzWKKibA2GC2bqTvIPJX0v5XmYyyzR0kJv0k4buWXy+u8+gu77yDuLQ/Wd/x2M0fBKd1f5ywXRWO8zND91HgoMYNH1iVANF60ISjX3haE7e1p0UI0rFIIigEMrrtlv1zZIx8bbj9m4+v72f6n+vT4asbikYZuoLSpVUKBe/4TF4j8haSO1eyBHxsWV7TF7Ky5mHc1YRr626zZC2IHiatBwcBbELQuMcB9VWvbL0NW5HX7ARvKyQ4uFsx0IfOZ2CNWUp7Zh4DH2BJR1rBP1YMBsEnBMgcmNS4SfkSs2DHNxnjL+u6x8Cfgig0fj/cV3Xf7coil8Dnk2I7H8u8JvNJ69r/v7fzfPfreu6LoridcB/K4ri3xKC+z4b+KNc3ROWnGiOPBXIaRKa6Ot3c4JDN2ljqUwvckngI8evClEXzTxs0AsMeac82ps8Uo8MuJjEJoS9/Mcaxu9NAGnfGvsUdEKHDga0kbtR5r5qzvTiJWaNAF9cbAseD42JX5vgd48El8YiYkCiSexGfekRay0s2GfebxHUwDdZSl95Glo/8DBtzveeVaZ8YcSyj/8OTjb3+8KnEA8tSOTAa8tGgmBakICq1DP/fjxGOb+mpFb1tOgcY8sRWwEr/FimK5Db3ZAD6ReNU0qI8IRJL/Lf4jkGUnPRtjNVZsxs83n1NW4pq4oVGL1A4a6+cZazVFt1n2vFxpabW5cWbDlDyk6K3titdvJMr/ecK08LxzJPxuwO8ZSdHHw67OP/QeCVRVH8OPBO4Bea+78A/JcmeO/jhEh+6rr+s6IoXg28l2AQ/65cRD+E4L4zXBXdG+MfS0HX1elqvQV3/Td/Xu/ZpGFEdsDEo7ZsU76GQd/mSqDL1T+hYvrNz2SNfW7h8ZGmPm2nTZer/3O++XNZY58zXIUkBBL//maTv32jcRUEXJfMmbJbrsMRqI7EcQ+uWTiRsjfqn0lMeLXv1NvD7IFPTMYllJHv9HXavreIiIUuJweeVpIK1Jo31pUFUz77666lpmi/2WaLRbMDQM5u0NsKbXs8jcT2k9WmdKrlMaD79yFf98Wt1Uie2Tp3OGr65vL2wo9h6hZ/q6Gm6r08N0d+XuXKzbmxunMT9gZxErwsgfeEOytoWEEqzYTHaYs5t5ae5znrjCfcyfdyHWKMHqOT7+0ODm0Rsvr8Y775MQDtUeQacsqDxSkV0+H19xjBTCC3XVT6KE6bXkV9/dpEuff5Pv77A66+4WH137vlBUDaHCrgSUx9CXVYusr5PCUIJgT3hRz9u2ywzRbbbIUArfkGVZOqt5xUbM4C45b8fqKpA5FmDkQafGqrng6s0TEBEyqONql7vdz8ueAS27dWQNA+f7s/3jv+VspP+XWHLDApSBHJMTCkQen3htwL+rkWeMKWvzjnv8XRajyexSbHPHNjlfouRZiHTJ9e3bm4C48ZeDgLpCLNNXR9FG/JsoQy1ReXIwB4czPFWMfQEBsvJMJ6SXyIUQ4/PX6pXBK2vVagkzVs16kX2JgzbQ+tIe99zfxsGXpsUvTJ0pChbI8ab5ssSZ7nlQnfChLKS+cpsGVZq8PlRvL/cPHiT5t9/Pc5CDGFmGmXxHnpNeSiQwPjXo98OSk/voZ6tznRayMeKImsDwx5Hkz9s02qWTe4ehLoQS+pKHd3qIFyo2hx1ybwki4L32T3bkrWYKM72CH4lddbDe48Wy3jH/Yv9gmn1385ApMqWxPvMcJAXN5wZK5+L/VdioHl2hf7Q31mrvPw3312yZI1yuPHegRIt0sLYjbxS+rUuhSBSoEmrFp702R+efZuSiqOHF+P1pLU5/WlFzCW06LsfBkSEFKa1FBAVA484irgufKsC0dv90yllNZMQTMJ3Xei0Xlb45Ytfl0egMsJqvTiQHQZAcd+BH78LxYAQlmB7tj4H0/YTpny7XzWgo6lI7o/NdhzNuQqfXlx924A1jbWe32UK1u0/BSd8Oijfa8bJ38r6lhroxfsOTS/DwTjP8xFrufWtiP1FhyZpKmc0va3vhf8+Z3mrd/1iN/Ln/7fAPiOm58dTTAhFMJ8bU52iCe6TCZZjG95+r8B4Nk3/58tw7YHs4g2/2+f/kYKav71zY9X2nzMPLwz371MfTpxT/g77qOJ6bbGgNFurwu/m3Ypt0C53G+f63dCGXkmllskdvFrC0RKktZWGrttySbc0YF4stNDGPxZjrForDtyEI/Ec3z4USGnwvHt94T2O2ZvT5CxxHEMMxsCO7/AZm0rec2j/iUAz97+mWSdnmm3TxwvT8jyNMyhdutnnltqCMYEylkcU1vZhr639Xoap9UCc7scLN7x2Qh97bGibNd5H8fwrj4jwoO4vzrBPbdjQWJ5rMnaa1PfZdZPt52iwbodAm96+v8DwNNu/r6oj+139lsRbFLgCfAp14yHl8fMLweGdjQcCMZ/iUlzoEja5GQHKacldQtSp8aNze2eFUGC+yRZjU4MUamJ3mn23cEw2p8jjFiS+RziUhTVr5mB4Cgm/5KwfUUC+zyzp+CxaJZiSfDzT6goy+YfS7Ss5AVH9vs4w1xL6dtQrmVwtv+tpt7VYccxndglFTmrr5qpC6GReIQ91qO/RdyS++Knryjbw5dEoAPJuLhotsfVPJIPt/dtO4cCn7xdJDlLlNVI9BwQgdAyFflGDunZZqtXhmz5s+Xpdt2bPPO5tZozP2sCrYnhIsOUxhDaMf51D9fLgY4ODLtl8sKPfzCTB7m29wPa/BgGr83ezh/L4HXg5JDJXr7VGTU9vCyUJqZCaPKVamuqrbNffje2Ikpdzhy29EfjY4VTWYv6nlem/nsMLgeC8U9Ycqw5CteatPaUyT7WqvWxtmn/WUVI72kTongazyUOUVNwhqtYMGtTtZ7hBLusc47jLaMQ/IS5Szpe2c4nWfahY04f5lqASHO3STEWTCmo25PVYqvAXlNnWEyyWEuCJiCTKkzOKSkCFPpM91MnUtjJnyYmebeJB2O0EG/x9PGMLQDxt0GI0sxbtuFpLUSY7pZzil5XXpgj72uuX8Hvt/XE7/UZQC6ff8rUa8Ebv/47/WNm/ycVBfA43uXmvYC+Ji79ArDbCEYegxwiWrotOcEt/X2/b8budPDK0uWkBI4x+AzVlfJVj9EqPUYDfiCjjumRd6z2Pcat6c1hLyLdvqNns4CmFXbe5yA376WP95sdNXNmPeZr8bPunVwf5NZCSujWzy6nDZ6wttL4CZnGus4NTHyzeTaGKKY0RE/KtR3e+du7hXiaU+yxwWlOscsGd3CS7XNbXNrehO2i+/gwrB2/h42juyyOzNpzqvU++5JlO3kXzNo26lqndAlnw3a+Whmj562W1vcfx5n8Spa9/PzWvN/2hzLnz2exeW7pLII0ARvv60rB5UTkp+5r4qMJakVn8temf0t0J4ag6askxNFpizWxtS4HSG8DmxgMIX+iWYdHfyBThFn2Ph9vhGmBWOgQkbFPlLTgNLS27BrT5cm89WBIoLCM3ws0TGmuGvrjmTP/+vPQCg9Sj2VuYwRhGbM4q2HfP23ft5BjRDZ+RW9P8wLaPAanYaGUMA2pLZcax9gl1d9K1+HcH+eKkouE7cQf5Dq3/bYeT0AaYyHyeEWow09J5NE9Pf9TAZRjtH04MIy/bpmkBruocppeuHaZz7QZPsX0IRY4JiyZsOR63k9FyaO5lYoJOxxlcWzG7rGNnvlYLBKS1OUMJ9oJIJNxwYyCfXbYVNvwSiQ3gGjzQTM9RMF+ZKGQ9i3VZAv3N6IFO2XOrFxACdNZvz89SAfhLaP7OdOpPrEqLsOb+MOJLcZoiHLfRhFr4iL5GOSZFgC0a0B/7y1oYfzWstSZNUvmps/07yENTLfF+p9zYNeAjMoyJMTkrTzJYXz9Pk8F93Vl5/fEw/jMeTmmOMbCkYOh+jxCrfH33FceHlZYyTHNIdrjrSs5KnosPnYsw6E1IQ14Thmy5S2d9aBBWx61YhKe+fvjPcgJg7a/3kNISHIdH+y11ULOQpIbmxTkvokDRLtDyjQeVmHTVoAhOBCM30LKlAOxT9cynmXDjFPgmUW1eeiGmz6HJZN2n/ZZjrNgyjZb0dYtXZ7krJbc+jYgb0LFQ2/6HNbY53pubRl0p+nHWvxTbzpByX57PK8OBNSaPvQP1phUFdOLlyiXIXCv0Ln64w4GQqIe6JL1AL2gPgnWy2lDejHIu1b7SzF3T9LWY2KZrBY6cvjoIL4LzbZMcd3o/fd7JgBQ4yuk+OSzv5SCmlt5dISfx6h8wuC7EgTsQUNakEzlUgd6BCVoVlOOPfsrKajbg6/svJdvNd454cwT1uyY6X7Q31iw45bqk5zWm7KK2O8sjLXKyL0U3ikmqplWSgDKtTeFuxc4mHrX4uZFzY91N9l7e40yYg/rSTHInNCR0oxtGdfc9H+wzxp3cE30LBVjNCQ8pnz1+tnlgm3fnrMm+rjl6zoQ+/gffsNV9ffccmP79xjTb04L6crxA3pywUIp4lZRRgzjnBIK9Onggpc+L1z78XWAVWfGX7bJea5km5IqygXQ7QCIo/vtHn6pE2DjniApixAgYCP35WAc2+8eUVu2vZPvT69fdf/q8scEYVmC2pWVN4nqwDroNH6bbUu/oxm2jfy3W/40PikimJqDui88RmkZ8uX6C7UVKA4cS2sdno9Ut0ODJZZe8GHuDHuv3JRFb0gzy72jGabG1daVbl+fWOcCOVPCnmWw3i4DPZcgFuxz55iMZVx9J5iff15fNeSEIU/b9r716IZH73MCfo6ujBE6dXxHyr03BnRbcsqI1Cnv6e9/ofjug7uPf406YloeAbSTRWtC3t5Wj2HEU74/6RZnw57RzeOHo7q2uRLZ8rXNFjtsctf8BNWyZPfCBvvLkkOHF5STJZtXXGjz+0uN+2fPU1HB8f6WREnQs8lOWNxn/4qSS2we72f4s0f+brAXpeotltDb7WPm4qHoug+TferJpVbrXxw+1JyQV7ZMzrvmFrCvBXpb4NJMKAg4cWNyUdkesZFMf522O2+/txq5PmpXZ3ycUPGJW++gYsqx6x9BRckW28mF7lkmNM5jiYq8J4GcYu0Z6jeAu289A8AV15+I2qHL7fDt+6xt33rt0D5joMfkPQuCrt8yK6/f7E4IbQXRY6hBm561EKL7TPuctSCt8en6Jy0cpGBo90CKmdk+0t+Lf93OAU0rPWG9jJ5338hstO32hAELQ8Kc194x5ervBMOds0GBmR6/oteXS1PHpGmhHFmucQUdVxHHnuTmosYlBx79SfXPGBpwIBj/kpAG1Upt4CfisDDkE9aLSsCTEH/22b8J1Hz3zc9smYEQl3BYzmZb1nQWIvDLSdX8WzKZdCRS//vTZ/8kBTVfc/M/pqRqtXh9kM8W55mx4EXP/l0Kav7dzZ+b1PD1IlqWJeWkYrnc55CmWUt1Tc2iRlAoJkEQOFTC4XsucWl2icXhBdWkZL3cpWLSMjutIdvc1inG70FH3NLfyDIdw4DGQG5B6/GqCAGa0raXPuEl1MBN2z8ViJHa+tdZe2LLgcf0dN1D2q18H9aFFxfhE/yKkj96wj8B4Eu3X5dktKlIZU9gFvAsLPG3E5eojzG/ewzSlj9tjPSytWuKCmo161tr3908DWOzx4bpS79/rcBit9vJu942PJlH/Tako/EFb903VoDUsSmyHnNuKqEbojxYS5CnWFUKO41Tyrze4du33nhM0+vjlED6689+JVDwd2/++8m6+uWmXVP6+xSduhye4wn08tvLBDgWDgTjn3OYD/Co5OKHvqZwOcwlRbCsgCHE+zSneosN4BjnWgYIhH3ysz5+djL/RROgcpI7gFg7kt/Bvztj2Qz5HZzs4afxDtU3gsCsYjrrp63U/ZQyqw1pCfY9y3z1ve5d33TnXYe+GyrHlgHDWeBk5G0wnSWy8m44NqloTf1S93ojtAkM+StT7U31Y8oP6TEXXbYEI17FmazAkDL1Xs46tO3z2mqFB+vuShHo1FxJCSN9/LrkXV7/S1ljCLJd15Z+CCydepZO30iZesyHsgfK2rRMxs7b7l94P5xlH9MbezpfStvVv1OCthUiBRtv66HXV7qcftlLaop2x5THYD3hwa4Nu05se/V7XXt9K7HXdj02sdWpnx0ztQsiLvcAwIyLPIoP9PYOx5PIP7TE01CsVKwHzUbLQjd4BXWb/ERrdOc4xg6bnOMYZznOzt1HuXj2SlgWrUa9tnUP08Nzjl9xrs3Xv9X462VvvmbmUqeYcMWnv88aa+xH7dZSu3wjFoOkyX8JVGSD+6K5NzHvShct1XP5ZtKd4Ae0gYEayiVRwKANFuyq6QjNvBk3YcK7bTDR1P0GusQ9mnmnA/9i5maFu9iMPGvLDjOijlwFssyl3PC9PqzHdz/F+Iz3YWrIEaCSqp3De2y0CVRSqYMtI09pSBZShMsKq2PK0/0whthqGNJCNa73xmqYYvj6u5yg5AktmmbZZ/obTwDQOEHc/onBS8rwzqJPxTXp9nqBoJqhdgGpsaXKCnSy+8iCCDo2o6ZWtu7mZmoK3sYTHMbvZ5b0lDoLuXWXiz3I1ZsCO586HHM7FA4ALJlwlmOuhgNhAKzreijwqKRLeBPu+SlV9SQuWpJpF1F4Z86MxXzKxQsbcLZh+s3xt/sXj3Dx8BG2JxXlkTiYSsq1RGSqTHByOp+87wX1aR+/EHEtVVaTNebsU5YwmTQCQEknAIgwcHfb8URzVrpxAs322Sj7X9MZQCj7UDMEEjyoBYHF4Xh3gICcDKgFgD6hjcdfNIaOyC5apiB+/JKyt3DbOhPMwWP8Ospf7q2xTw2c5M5GIAm7R+RUvl3WwRAsb0tcytfds+BkiNaQCbWk4s+aTINbTVIpKdu23/aT1lwEZw+GXGv62xSDSzM1P7ZDgxUNPN94KmhU4x8z2Fix8DThmPXnrSEpBUW2fQqTg/jIaw1ecKRlGLlAN9sX/VToZdQH3dhPs32Rg66uTlgfW44EKQs+0gcQrKUpBc+6pLp6h48bTs0l/V6qHUNgBbgxgqzAgWD8Uy5xitOuBnJvIBVIZp9bOMI91BQ8jnehD2q5g5Nss8UGu8xmc9YftsvHLj4yaPzbzccTYBJMrJrQlHQao2fWlAVyni1mLFhyCKg5xzEV1R/IhCQAkmu03a9chFS9s+7Y3bEQM+HhbFtWw7bb+AT6C2dcFP5QhP/QdqTL0fi9LV26zjlT6sZ4LilwdUxDsMDsMSFYbby8AF4bNVghM3zjJw4RzPUhQPJb5tebm/Ku44O9uT7kBvFwjt+//NwQHiOW+/rUR12/h1/K7eVr5eFvaylM4ST37PySOa77wTJW+acDXz1mZIV+WdvWFJ6yfoDkeugzcNtvus3emIkgOsa9lupbj5mmmF28ptfdMdfXpWov0B7b7pn0xXTf74sgykIs+Fbtk1iALelS/FqlwFoibNyD7hsbPDrW8qXhQDB+6BZfygea1iz05IsZ/oK+9Kt/WwbyuS/Y5xKHeDuPZ86MO7imzeB3ni0+dvtJ+OjhoOVvE0bnKG0Gv82tHa6aneFKtjnamPsnVDz6BV8ZtU2I9Hob3Ddvt/E98wVXs8Y+pzjdEnabhWq9jfRujvSt5m22vlmjLBUX24bSVB7DhFbDrw+HqP7F4TWqScWy7PaPe8djWpCJXpnJnWNyVrOVe3asrBBgzfkpwpUjQPqIJHlmT+UL2zZDwqYTz/1q9il4F4+LypQ2SGme1pDrjxzR9Rh2itFNiU2xn//cL6Rg/14RHWEIGnTb9FkUGi+p34IdO8+lklrfn4zwbwMNU/MAui2c+j37G4Z90laztkdZp+JZqva7fn4BATu3rACSA48+2jJyfvKq2VEwJtgzZVWx9eh7Pq7h+qgXPKUtf9nOzuF1lBYIq15bUwKSx3/s2SCWh1R0tLO/Tvu0PAUHYh//yRuurp9/y3OBflCGhSHBYIiA5DQcb6GLSbdi0m7l22O9Te6zM9+kWnbfrR8JWa3Exy8R+4Fhx6Z6HdUfTP3dfv6NJjuWFg60T79kyWy+oFzuR2l57Yl7hY7u1zCJE/gA0d7+eSl+9u6AG8t4cxH5Q9qHt/hTWoPWGCxx7L71XTm2nPB3PzAxZQ3whI5cdjPd/oDntNd/ug0p4q4JlW5fDoZiA/KENn+8s26T/d0vq2/m1tfUOOhnqXYNMbsx5aS0VJvDQePoMcjc+Pgunf4cTbk/+vPCcwfl+zkluHjMOydQDAkuVgDICYI5fGV9wLDCMYa2pMB+m4vhsLjqvzXtsIKefs/OAd1HP1d830Hex7/fbp8SsJ2aY+wC/cXYdXTu7Hop9/zpC1SssXVqs8fU+hpjs81vtk416/tcNR6XTn+MkorNU5/Rm2S6foCPnb7EGvtcc2pdMZxw4M6eytw3IWwpLGfLtj4YZ8rtcGwWiuMakGcbTZxERwj7xGNoTHR5Q8TAI4o64t4L2EyZj4XBSpCgJ8R0SXrCM4nc10l+zr/t/eyzxtYTrjdtsvOrn2hFrrIVbUPFncT92WeK3vOUkKXrOv+2v2CNiquf8AjXRNvh7rkYcDXVnJBncbFt0cTbmqcFPAI8lF1QQyq+Iw5yi/vL60NbnjXbenWJdUFbkFLuJrs+7Q6fUGcX4+DRCJnjtn32Pc8V4JWb6gP77tDaDe8MZ8bLCT5WyN4+vUNFyfqp4w59tUGkgU7q5MGpNqfa4r0fm+9jt8xEvWOPTO7HZvSF7BQcCMYvYM2+ErgF8YCkolMtaD+RPZ3PQkXJK7/tF6kpeMbN30NF2K89Z8o2V7LHemO832yD/ICwh7+Mo/OFnchWolu+7cUAfMXNP9LibE0/Etz36m/7bQpqvvfmr6ekQh/PGwf3VZFvV3yFEZFvDuwB2kN7ojY36XnD74ZYJFL0zpqAOn24SJIIK0HC1p86NMgD2RXQJRXqWx5SmkhKYBPhwR7RK+l8N9hlzrSxswSf7Zu/9scA+Prtn+/1i0Q1y/zSmhmk95p7OOt+TBF/Dyxz+I2vfRFQcOP2S9pgReuTtJn8PJeAxwhsW7y97ZZReAJ3SeWOkRWgvTbmmFaOXkj5OoNjzhfftTfOspkzVVvcU4Kc1z67jmz5fh+Im61f7pgAR1v+GAXLx3+M5SBsndRzsZt3/q6tX/22XwLgW25+Xq9OT2hOxQfZduYsj14dImjZpFFjlR5dT04wFDgQjP8SU+5st7rFE0YGyCPoqQ5M+d70JPAC0i419ySISwY5MOcl6+xxjHMBr1mfwGt8NR4l4ZjULbZ71ge9RS+0aJ+CfcXw+ydoCcyZMmkmUkgXvB77YEvCoT0KX4F4cfQ1upSgZcHrU8pukVM2gs5MGEXfN5yqrwuwis9lSDF7i78N3Ovw7HywgeHPouOWO0Yc+rEgCC3Hm7HXsKS/PdQ+F0jh45XTZ559rUkzJb121pqo/mv5cA+3HLPKM4W+Ni794zH8uL/9nQ4eDinGqSFntfNgjKYq3w9poPMm/kPPLx0r4H1rcR9judB4p2iifj9+1wvm00y9v4608JmzCnm/A8Q7AcZ8kxN+RcGYM6Nogp2HLA85QdJn/hXChpd0So0nYGklFKX8jGP8aeE6BQeC8Rfst/5vzzSp/55FmsrlmSr1Ox5BeWujoX8+727rkLKlXPHRyuLfaQ4Q7ursJrAQ88JWBC3TjwnnEuhiOiqCf0ibTBfEh2To8i4XcgvILkqPmEzwT3WzRNwuJM/U5UnrC8Moc75hXY+dF0KQJS/DHuttVsa96DprT1v0Yhn80+76jBj6JkGPmNjAnxTR1m0Wgi19luv3t9NzHboMxxtHr1/toVGpsczBGA1YMyn9zthvdfuGLBljAlCh861vsMcmF6IyPMuBrN0U2LGyVkwrHHjzaEhIkm/EvSTjZfFM0cXUuKaEGRjOYqjbYA8bszgB3MIFAB7NrT08Ursx9Nh7aZm9bzrc+paAHHMfQ5NWjD8Bh1j2zg7XoDvUag2eJpeStCFOZBL+7oiY7Pu/ltuo6ALbznAVe2xwhhPcxVVss8VHOMWimvHxjx0L0XFNVN0Vx7dZn+1yJdsc4xxT5uxTtNnULMjkFBfBIYKP/yru6m3/s4TWCkRWzElB3w/qM29vYVgYEqaGrC85LS3lt9Xlegw1/E5HHHtJekQQkHMZJJBzlw0+pI7lFUHCMyEKDno89ImK9gx2wUkHKnrCqm6bJWpyTxMVmWvHOJckOLl+H8M8pQwdZT1ma5iUa/FKEWUN8RrOE9OUwG8FyNJhwEv681mOz7bCQNxnC7cOXX6qvRMqZUGYRfj6fThO09f9Zuu1/SUwtHthDD6eq8tq1AunvRa/fdaid3V9XdyQH42v/7Z5YHTb7LjG38a8RVx6qTwFVhDWiodup01K1sfrAEBI4HM8uucRhtTE1t9473gR23uOz/9ik7Xmg1wHdOejCwOQDH5B259E0fxcbE6Au7AR7h8Jt6csuMShxlx13DDpSmkSwbS/xzpr7HOaU21Uvz77etrq/HpT2jwqsySO+JdI/1yEv4Va3dPH9i4OH2ruxRp5R+hKPA00Z0HIESZNkK1bwduS1RH5/sL0BJRSzYoNSjbYo6LkGOfasX8TIRvetXwYfVqfCA+2rV0/dAxHE4WpIYCpoDE9n63ly97zQJ7qba2pLGwyRnabY8qV4TGwVHtS4yB4xYJnPEYxYxfcA/Z6n7auN66z68MuQl/a3BcsPcVC/67auqteXEfOAmdx0PPVy6ynyyiJx17PIaEfFvSaSwm69r0UWKVJuyht0qmUZSK0MxZwdf0pK074pjP12/nmjc/lBKPa9WRhTN/IfLD3Bd/1dl7sKFzzrP1AMP6C2l20njaRk4QtYfEgJ5n+ze//QgA2mwHaZIcl3WlsJ7mjDfA7xzF2Zxvc8bBrWDBje77F/OKUajlh3ggB1ZEQH3DF99/EhEvssNnWZ01PgveTvv9LWGM/aoNMTrsdUJi+1XRtlL4YJGrJ5iezyhMEDMOXDHzzWazlxgy5NEx4lhyDbow65q8XV4rRiGQuYCNopczud1emlbhFjKqonC170/YqTP0LvvtJ7LPW+viHkvRIO61WmmLQOfD7u6/FanjUdz+VfYrWYmWfD+Hlaf19vNLR5Bo3D3f7nWepyQkbucQomvBb4WtIk7X45WhMDmfvHY2fZU6pMnR/ag1Rt0xbkry+0G2YMW8ZdRur1Bv78dtGh4ROiN0gQ0y4w6Fjxjd8/5NYY78VdDTkUrOnlIvc2Ng2jbGieEKPBm9ODVlR4YDs43/4DSfq77rlW4G02UZLxV4Urn7XI4qexijfeEzWI4o6Evw8W635f8GU7Xu2WoYPMDs85+iRHWaNGT+k5Y336IeFu2g0+3CU71H63+h9/GIdsNK/TKc2t79K6qO1flCavwN6b7/s6weoJmUv4t/rYws982jVaG3LjP/TpPm1mQVjRh3n+9bPhSDonQAQWwtEez/PFgvCuQwhyv+osrH4sQZeG9utlk4EuCYoOU1FE3pr9tXMT1uLZC5BX6vvx8r4mrk8Sx0yIu8ILjA+ktrCGCHdQm6ede8Mb4O0xN9j4mPKS+V50P0wVptPtdVCTkO9nEBIXU9O4Mn1USqoNuX6kXeGhAVdt9Rlk0h1z/PC9Ji+soGF/ppNC8p2bsR9lT4sCODFxQ8f3H3893CEt/N4IDZr6S00Olpdm5d0R4oO6C32iWKKKQnt7K3nqCjZuv5ExDAk8Msm8Kko2alCAp9yUrFxdJf12S4zwlY+OXhncut7mbLgquu33DZpfO6+9WNcpGLr+uB2CHv4l21btGlJ+mHOrP0t7+2W61DSz7VPXvrNSfx9Ah8TN+ur1r9bYlBOpKKIkem6xyxSj0jIfc34gR7x1VH7G+y2glfFpM0JrhnYn7/hNipKHvm066N5MZawx9c8E07tXpkbAUePh+3zD73hLwB4xNM+B9mGCfPWmtL1eZybwUKqHu+bMa6cFMH06sppR0OxB7rsMXX2v01v17KClK2jw7xEnw6Yw8OuA3viYwofy2y9cdJuHm/u9e+lE2HlIDfPbRmWPqdcLRUl5249yz5rXHH91b13BVLCted6yNG6FMP3giFT61GX6/Wr104PDgTj32SHJ3Nz+3fO3Ad+5KmdzBATEe/seDsBX//8NwHwvJu/BQjmZDtAoh3edc9V7F7YYP/skWAqbw61mV/9cTavuIAcwLPBLu96/ksp2Ocbb/5Od/FpH/6vPP+3WaPm/775ia0pX963Gp1n8hSiawmfJZLSJ/I7F6ym+8gSmZyEr0G32I5h/918Gl79e8gHZ8vTRDblLrC4/sS3vA6Al2zfGBEFi0uqbzy/rhUgcu0c0qAs/MG3/GcAbtx+SdvCVDCRZ262z2x/pMCLbA/l+m6DIctRTsiLBedxueNT6z5XZ2rO6vVkA4Y9BtrvC18rrCjZa1Lk2jbb65DQY8fMfuv1ocUHxmXRy42xHQMNqTguweWNz/8fAPydm//P6P1cnV29E5eW5DT77vuy7Qc9/jm6lxJIPUF2aC0dCMZvffxd0EveFDWG6Et53e+0Ca1uIkhFMwoLuZPaT3G6tQDsHtlgcWTKzonNdjuYHlQ9iZeUrDXnuWsmL/XOmbGkbE57C0f4nuYUE0JefjmFL3e+tSUk8TWvSef8rili7Wl0Om7BjqeUnyKiHuQIdVd2bGb1AphSWc7sgrbPurn3GmrgLTyFii6xk2wF9A5yiU3+nXVG4237QfeFp7mI8JfaQy/frDV5B67n1t54pIQST6jKjcGY8bNgA9I0zlKud0SrRzjlm2BxmY7qR+kH7WZLMT/d/ly/aRhaM917fU0zp/XaOobiRnJMReO/YNYmeEqBR1eGwAo5+nfa/eUHuOpj0m0dXfmxUKtnS7duurWi8fGEkjEpufuCwqTn6pH7Q33jwYFg/EsmTcR72gwjf6cYir6G9/qDL/e98idUHGaPAngktwGdL1iyup3lGNtcyQ5HuYsT7fYvXb+OvpdIfZqDeWVClO21w2WjzWOwpKDmOOfaCau3hkH+bHUJ9tPbFSdVxfTipdbX34vub2ZZPel8+zp6f2yEbDxeeYI0ZgF4TCYuw9cmUrsKdHCf3rcfMjt2R+2KZUiEiLoZvzNcRcWk3esfC3ki/KQz9lk8uqRB/WDIFEH0iVqc2VG2QH2A66I5osvRMMTccq4NzYC8o39TGmfXlnQCm4nqA8Ellc3TK9vDQf7W2pwV3PQ7qTJDD/U1PK0t27kq96wgo597kHO/eW4UT3u1+Ixxc9j6U9p2zuXi4ZF6t9PSO+vYJQ5RU3AnJ3vtS8W0pOodav+Q0K3Bq0ePqm1XeD4+bemBYPwVa20iHA1DBEsvsqGIXEsw9b3wu/PlbLPFsiHMcjrfNlt8mGu5856TXDi7BbcFxohEyT+8Zu3oLidP3MEW59lim+OcY8qCv+AiUHOCM229QCQk6FS/a9Sc5I6etmgTXgh5brf0zRdML+4H5n4RqAgnCdL89kB1UzGBQxM4VMLhey41gsCldisfEKX57e7Ffa2DAD3GLH/nwAZiWjeNLWfs4tblloSdEjIOS0pmzAlZEJfR4i6o2WSHiklzLaP5NFWClq2rojv9bxEJGZIBrtFsqzLeIqpAUkNrbdnOiz02KKmavBFwjuORINKWZRgYxAml7s2xonZ8NYyJOrennkE+Ct8jxGO04TFg8fIYtYeXLyAMuznknw0W9CwtYxiQBU+7zeGq+wHiGJnUzgyvvZ71ZMjdamHe+FDvUIw/hXdKENPPPEiZ6m1wqydMpiw1HW7ppHQ5OBCMf8KSY5yNJsqQn88y95goxGbolEZmywtZ8woVDR6IkRyDe5I72Tiyx86RTc5dfYxqWbaR/JtbO5Rl1R7FmwItMetAP8toxDJg+0K3rVs6zcKelFSTfaoJlGUTyd/kE4gi+eW3RlO6ctKP7A9lr7WR/fHijffnCl7hOn4rWP+djsh6WfQEPLdHaGI+4j9l5tbCljB6MZ0/lvdF+Hk4a9x1+evssmDGFts9E3bbrhKqsuyVJe3RkAqcChBS+MjWU01sxGqkM2XadNM6L3nAob8dyR49a/tkjKBgf6e0X42nWLq8FNlDkDKhe9qrR6Rtm5YGb20FsZBiqvo7z2Ji3x9yaXjf2FTRuhxPWfLmcb89y17fxzFVm4NM3WfeMZ2ecAmAqxqlyRP+UkqdrtsKGlZo1xbUPJ7jA5A/GTgQjL8g9nN5RDGdqCWAJ+HFOwEWvXfkPbk+80ceC8AJzlBRcoyzVEzaZC7HOMc5jnGWY5SzJTuzTS5sb8KFw3z8zz8DlvBXk0eEUduCQ8c/wezwnI0fKTnEJf4/PpcZC+W3j834JRWP+ZF1Jlzi7VzTJJbtH92bOqSnLJeUR6pBzUgg1qjjhZECTxPymGiKUPXL881gdj7oMnU7PA3PXuVkvBy+eusfoBKcTPgbP/xE9lnLpvPV+KU0IfknWzcFLD457Vn6xmunwCd++OkArYXJA/GNl1SthcNioMHiJXXa0wa9tdWVkd8jr+sS8GIJZJy89yzRtdtmoS/0a1xTjFS3PeWz974dmhMVZTvXU75lT4vOaeqW6UGXbwO69F/eO5ahBfoUxties5ET8HNu2Mthko//kacC8TkZKaEyh4+18mra6523ktLKU4KEh4f33RB9FTgQ+/gfccND6x+45VkuYbZahxdUNgTeRPMWl17AEsQ3JxwgtMMmpznFHfOT3P2xY/CBQ8GMfoGgQW8RIvsfDoev/jhbV4ipv9t/H9e3jJi/MIPu2iXpEQYvAoA+CVC7C2RbGmh3QCPZNkl9ZP+8Po3Pam+eT9dqDb60niYA+lvd/6nAuiHXjYUcIey0kE5otGl3x2jW3h59zdB1Ofa3xUeD7mshyuIakNMgJa9ApRhEaOvwSXlC3ITgQWx+t+NnA6x0P3k+fltOqq1a20q9lzMB5wT3FKTws3NNt1P6WASMXDCf5zr0GLVATshLmZxTjM62Q5ev71mcU21PlW1zqKTcQ3qeeXgPWQA9kG9SOzh0Xw+5AC2N8MZvCKTPUhYvzUc0DU71wY8X//rg7uPXIJ0kzDe3WD1rQHjeLaCUNuht5frYu86wT8mVj3sEFWWb1OUsx9uDXaplydrhBftXNz7+CXD4EldcfY712S7HOccW242RNTDmC+/6IGtUnHjcNWhLxAa7rfYvzPzMu+5kQsWjH7cevWsnvbTFEglZmNI/bV9KEpxSGGE6ME4TJDvBLfH2TGSxO2KpxqPq1afFFiv46TLsYh+rZejy7JG+egeA3Zer2/rhV/0xAI+48ct6c0iIn87JP2QutgxWrussW+Yt2SJ1jnBhRNraAn2t+IOvejsA1934+Pa+zAdZIzvNfbsTQ1tadMIjPQ80DAkQWtjwtCivDbK6w1zugvBs3aHf/FPhBLRub2mJJ2yk3ELhm5jpdeVU7ZqLmci0N18nqmT53lt7Xh8N9ZvuP4iPdrYw5FbR42mFRRshPwReH+RAr/873nUXAFuPu6b3nhUqU4f+5L7Tf6fcVtKGUHZo+wbbzf3h2AGLpyfAWjgQjP8Ql1qzupWEcwEgdvJ62f28RaNBazdv+r7foabgWTe/kBC9Ldu1OmILUE4q9o9eguUEJiFUfn6xOdJ3VjXR/luNab7iz77vJRTUPOXmH4qi/TvmumgnxC993+9SUPPPb/6KhvjFufpFYBCCGqRsldVq3hDi5b7bXvHVA8zL/LYVy6DlXur9dFR9ZQh71bbfmortIklBmjiX2PliBY8JuywpWxw0g/W2k739+a+gBk7c+JVRnXpOeIxkqL/s9rZ+LvRx+9NtvX/w/FcDcMWNX5PsP5n3F6BXtoCnIUmf9V0iKd9pWA+e8KPbdtRhJlo7TUFK2PAEURsjI+97lg3rUvQsAKnkTbp/5bmUtWfm5hiXTtzO2LojYOe9FvzHatRSvu1TXYeUp/vS6yePcVoBMzUfdH1v/r43AwVPu/n7eu44AR2Xoy2gck/3my47Z66P29uNlRzZPhZyboccHAjGXzUd6m2rsQMIaUnJk+D1fXkWfzNp6gn7n2uKRtuasMEuFSXHOccuG2yzxfaRLXaObHLm2AkW8yk725vsX5xy8eyVXFwW3D05EQo+PGdtUlFOKpbLLYqi5rfv+doQnd1EaEt2vw1225P87uZmCurmCNgukEl+6/Zb4jljznTWWBNmsvVvPmqi2QWn+1Hu2cXiaURxmenMWZaB6d9e/WPBW2jW6lDh+TLn0fNghQl4FM1u4uOcQ7uAgNYkLwxQytBaV0rL1e/H7Z/0tHiPSMraEPeOgJzOt9kcaeqZo22/p5iXZaK2DalvU+VYK5YlzCnhIydAWUjhk/PNd4KN+HvnvW/6lox4O5lXt3Wb9M+LiF03tp4hGKN163Urf+trqrzUvLWWVcF5jO9fQ8qipK1zsp1Pdlrpeey5tiqCdSx1gJJvfk8fG5wK4ktp815/WVfzGJp2IBj/gkPcxYleB+UgNXlzEzf3fSdJdntGLZOTnPnHOMdJ7mA5K6lO5P1pJUveOdmmAJ505GaX8Glt/p1cpKDmWj7cxgCktL7wu29W1UzB8zPa/slJ3LYfUm3s968/fl4glF2cnrAh9y3xGRO5L5nQQoKkkHp5t3G0bLNFxaS5xnvrO+3/XwMFr7rnRpbLkmrZ4LfsLEDlZMlEhLpJxbT0E4bk+kCPwZTYjWIDkOKMjvGYh10INY/lvZFvfyhgCe5dYp4hKPHH2sPH66cOz9gUPoaZ2bZ5ViKtHVsYEha6duWZnLceRLjQgpu/LrrytXVTz1MdsDeUgCYWTONtnvqbVHpoOwa2fSnryxha0blCwnuHmus13NH7xqPhUk987erUFqoU77Df5dZBbndEzoUzJMQeCMY/IZwWZQm2Bo9YyjX1zHvPas160ryRT1BT8CTeGuGhmY0NwhJGIZqfp6lNWVBQc4rTWMZvtbGQwIc2GcsGey3RTgbuqQXmRahq8AifSNt7pCfjkFCm6/EWSkoTSml6XV39oJyKoJFXlK3ZXu7bORTeDX2y1fjlrBDj/Z4rDeRfMAcKvvvIf6ATEPOapS0zR/zGmEotfntKoynZiOZBsE8UnOZUklF5bR5jGhZIEXCN+5goda+MMfXocnP95ePed2FIXTn60Me/rxHnhJLUN/1y+0JRDh8v0HII7LrSkBofb11rVwl0u0V0WR39Cm49G6in6ZDEsuhsjDX+vLDCkJ7r+uhrbfGzR04PtS8Fuu8C/YmtiiX6ON4AO2y2ioZ1V1g4EIx/v0ngkyKWEE9Cq5V2i+HyNRRd56VmMM5yLJpovqa7ZAptMhftL9Z4llQc4hIFdZurwI8Kl0kbGL/EB2jBoPOz94MXdX0WzxRYQqETVuh3PAaXI9ApLSzuU19D8MAjcrlAPhFkhIjYqzBY/Z1Xl4Ckcj7HMSD2/6YsDRPTp7m957nYFi1sCn6pnQdSvmTuu41re+3qxjo+AyKlgaeEghyjzQlxcvUEOu/bXLT5WByGGGE3B6ZcUInEhrRVT6CxRD9nKrbfe0GQluF7uHtlx3h1riGtRFhaZGHI0idl63amXKlWKIJAzxb04ym8OW5xkPkT1lY/iHG3sfJ5FsCOBuRPaLWWWS3E2H7QfZAS2Gac48pG+RB4Uw9zKetAQN0OYE6alqvVjDy/M/S1VE8r1fV82U98HRUld3EiqtOD/iRKB7V87k/cyBpL7uRkNHn0Vhhh9N/0E1/AhKUbJe4d9eqBJlLewSH2Xa+fpc8gyO+WOdrgJfuNLlvvoEgx9yE/sf3WizzvNPwghE1713kb+iNldNpp+F7cAbusNxkUNjjxU99FxSF+h6c2dfYtO9JeabM9SEnHamhrjvTPUC5/jwDbuuTv+qeeBsC13NYjzFZI9ATQsb7anEtGtyH1rIr6P941YIVb3ZdD5nCvHi9pkoVULIXtN68+DfYo5TRD9oUcexiONwe0WV/XNYR/qu4Oh5imWkgJrVZA1fVYS4auP1Z6+jhd9xPfBoTMfbn5L/Vo4cnbreHl4PDotsVfC09SZ799+T6/HDgQ+/ivveFY/S9u+Vr3mSYM8rfH7HOR/CmJ1SN0+t3YtC/pVjfYY50dNtuAP8nZv5hPW7/v9PCCaRmY+hbbiuDHk0h+y759yfx3lJ3We7eh9vTrrWOyO6AfzdqZLKO0k2Yvf6+vR+7t9/rWElMtaKXMlrmx8hamCFi2XluuLd/OF09Lt9vmJOudjLUcyyzvpJh/P1I/FvL0uOvv7q0rRJ7lmJTXzzmwhNorb0zZQoQ3WhNvOtAxJTzacR7asZPSRHUdubiAy+mnXLleuzQ+aWG5r5zoNtuty7Zsy4h0mbm+8CxKQ3E6ufYOxfDodnrBnhY8f7knCHh03faFxk3TBkmlrc/i0G3OMXRdb+rEQwGN94uLHz64+/iXlJxtzKgCYxaRfU9fIU80vXt/+dYQQPJZT7oK8POuCyOUySGn8u2xwXw2pZqF9/TAX3jre1hjybVPOmkmRj+47/RbTzNhn0c+6SE9HKVM3VYtYWvG6Prcy6bdZdwHKWI3hgikUuamNIyc62HIjOwRf6v5pLQ7EV6EcevgvoVh6na+3f6yNwBw9fOfCcAxlUVMtynFJPNtjYOUhrYY5TRNgTMvez0Aj3r+kyMBcCzOKZO21ijt1tlcohuNu1d3XxiOiaYHdqytYGrpgac92/blwBOG7PrJZRX1GE+/7MCINN3pvo01zc0Rbelow7SHj77ae2VbbhpPW5fF1+unFFirTriGdt7x1o8A8KgnXd0rJ6V0WPDmRKnqy2V09PiKba/+bflVzlKX65cDwfjXqFutYCigxE46bb6x5sJcOXrRiGntf/zwHwFw483fDnQLOTCHaXP0zhZ7bHBegjQaLV9Hc9ssVrf98IsoqNm5+d/Qaepdxj5J4DNlwa/98BspqHn+zd/UCgk2OMbuVfUYgTWPav3WgiycRcQ8u2h5C2PM8nH5wxqaxsVj5infYVfOsnc/ZivWzBfcFbJ1c7NJaeP5/X7/B38RKPiS5z8uKlfXk2pXqr8vF4aYs4bf/8H/AsCXPf/z229SSXRs34Z2d+PVJ4V9/PX3vgl0eFvnkEYVC6HduE7akbp8n7oGIdpDbU3hLnXkvsu1LTcOOdBBbpDu/36d6W26OXw9YcF7z+JvFZFYcOqEYHuU9ht/+DUAPOPm70m2K6dVp8ZfCyf2XY/naEqi38lF7sux7nZnln3PgwPB+Pcp2GVd+aPT52LbwZm1ISI+WGlawDKXkGRkSU2hBqfTEsN7k1YrkQNcmAEzkuZ3gI81R+Sd4jQwvBWroO6Z77XJX1wGKXOy9Es7uUea+IEuw599ZwRRiyXdviaY+1Y/k4NkPBjadiVumYpJe+KjDuqT7zUzBD/hikRghBPB67b8YPqftjEAVtjU5nx9roId69we9pxv3gN9Xw4VuoY7BoU9Pcdt33r43FvwTKeQbl/OsuHtsReQObQwApzXPktjYuFieDuxxySlJi/nRvdt39evNW2aFqTq1WDbpOlk17608D5WI9War2WUGnwLUmXoR7pvU5YaG3Dd4ZqO+ZDnKbBzz0tnPYSn/p3rU4/u5RSoA8H4LzFtA9+GwCZtCL/TPq0UIekEB/FDBoZdANdzK9AN1m6TsGWbK0MSH7Y4w1XsscFZjhHS+h5ryuuYdEjZO6emoKCOiIKWOHU2P2H+W2xH/voUo9eBLTHO612flE17BxRNHexmg+ZscIxmHLpe/TunRXjj5y0guT+kreU0a0nEFFt5pp2LRpn6JWZDZ+6Tct7LYyJGMibe4Jxprx4ziazWDMMzb3vxLNDN7y4QNMyX/UZUudMcZWpxs/00FGcQfvc16yFhRLctpTnptnZ45ffoez7r4AqbKDrRza2cj38oKU0qP0ZOy/Tal2unLccDu/bEqShl6j6OA0x9y4rHICUwLgXe2Ns1L/e8eu17Nl5Gw9u4h4KaJ/BHbTlDxzwLncrhNWTJGTM/U31hcfIEgpXGT9CllqqDNKQmac6fqk1H3b28CQvgEocoqN14g4r+iWC6frtYSpatOb9kn4J9tjjvEg/LwGU7n5d+0jIJIUrheWNWqiqmFy9RhmzCLbRH88q1an5boXiirrNwTO+8SS62OHyIednfwRATsj6jsqawlNCgF50WkAI6fUJvy8gJAJooCLG3biIv8O9tzdGgN/KqrDDZ1Xd5/mMP11Q7x3y71lgnruEOl8np9qbGZyyOKYKdYngpIUEnZLL4pcrw5sYY5cFTEDSk5msKcsLvEO6XExfi4RyX153VAePcdKn5kYvXSAkRGo9UYK+uK8UQNbMMVruC3+crkvXn+i3VtzYBkqZHlv7oe7bvvHZa5bTvwhleZweC8cuxvN5iH9IQNAz5gXMLs6TiIocpgNOcir7fYZMF01bbP88Wd81PsHthg0tnw3G8TIBJzeHj59k4useiyYM/Y8ElJm25HbOOo/GPNtH8oc6abbZ672l3QklIXiMgvqqKCVU5YXlk2GTftV1J+41bYFn6jNXrP23a9wQC8cNq8Hxj/fEL98UEujDPurrTJsBYYAwZ8brtfjMq9tyFqAlfwT5QcCXbWc3BY4gpASjG1deKbDkpsFpE3Wj8ek9634y/bOsO/buImK9uX6zxx4Q2lYbEsxJ0+Pb7T7Q47/jsIR/6kDZrv0kR3ZwWHretfxKcCJLaRSSCpF9GbP7O9VeuTVK/d06JLs9bC/KtboMn9HQMLQ7kXdKf00MMzc4ljZ/ck2O0Q8mhLySg1g1aNuV6/SNjuzA8pmTZS7QzFvQ80H1Q4seL5MbYwoFg/DPmXMcHI8nLO4gBfCkzpyVZDSd1zCzAE1/8tynpDreRwdlgN/LHrrPHbLZgd7bB9tYWi4vTNpXrZNLhJAT0s178Ag4p85QOuLMT4Fkv/husRQt9aa7xApZ2ztv+mPYWga4jp6EumDIv01HSnqRuy/U04tjfSPue/jaUFY+NZKfzmGYOF4uTd6Rn9472Q8Z+7zkz9ljn77zsK1ky4SOcYsGMcxxr3QOy319ncKwo2a0a3JdlL/hzozl4SQI7dWRxSkNJMU8PPvdl3wnArVzv9Ens4urPpX6kvNSXc6/Z/g6Cle+nlvG29erfHuG08T3eDoCYuY23BngCjoeXxiPlisjtLvDaa+vMtWEI9Lf9LJ6xAmXN7ZpO9sv0T8i0QW6yZiUOZsEsEko88MqVNfs3X/wM1qja4Nuc0KxBt0v/Ld/YZFqeNdHi2PVFypqVz3dxOXAg9vGfvOHq+vm3PNdl2BbsPmmIF2lKahVIaRNjFpaWGoUxdAR/PWJMuTpk8uhzrGNtPg4SXI+C+rpFkToCVtdtQS9+70QuDbr/vGh3q6VbU5ltcwovT4PSV88kmMr25fngvbzmmsGlNHevPD3WeswtccsR/tQctP3ofTdEgFPle3Mm11Y7tjCO+OUERCsceuXkNMchxmw1yNy89r7x2zN+b77HsIcsZmPXj8XXa0uqvy2OFnJjORZyQpUtLzVOYwW2sQpI7lurnHQu2H5K9fh7n+boslP3dV9JuT9Y/MzB3cc/oYr2RlsiPHZLjpftTkOqLLm+73fCPv7Pfuop850sJBlwLZnOHTNq1Wp0Eyru+p0/pWSfz3vqVdH2PK2xCFP/s9+5izUqnvTUaa8tKS1Q7t+bxS3tTxFa7yARd6FVVbtroFzuUy6hal6To4AlMRAI4067E3x8lu2zoFXG2bkkY79edB2Tn7UuG52AR+MD/qE/7//p1wFw7Q88G4gFQBEgPN/0kpJFNaNalswvTqmWE6plyf6yhGViHjcWo7XmKgcAzQ4vKCcVG6UWCMP8WmcP7W/88E//OgCP/IFvVLNV5vC6Y5XpCK6nxdmATn2anLUcaG3KjlsuuC/HTFMphW2CLRHGZNyHwArAFld97Z7n15EF0axFuPUZT1+gs+WmBLTxpn1tlu5bV8YIFDnQVhipLy6vw9FakjTetrw7f+e9ADz8qddnGerlKD5SV0oY7nD2FQ9P0ZD3Lyc4NQcHgvEvKTnHMdec702QlPQsIOd/6/JTBF4vqjf8+BsBOPzUJ2UtAJ6vVghsqfAOBLPi9378bRTUfOZTv4U94mA+mXRCuP/Lj7+TgprHPfXzmDZ+15ypOoWfxd/TMIYWie4b28c9v35ZMm/iGqpZ99291W5TUn1q7LX2rhlCRelu55Px0cfq2qt895Gf+HYAdn/gXwA2DW8Yv40mB3dPSyihKidtn2ghQXaLWOEAaDNAht8Tqkaokj4WQj5R/SrC420/8WsAPOEHvrw3zzrmHG8phXF74FNar/e9p1V5z8CmOO4HsgoegkNOiLdEuRXCnEjvFO62D4baCr6wkTMlpxhDynqk3wll+8KJflf3k00lHOM5TAuEdkrSMi8WoFOIunTknYC62+Ir9NL2iYU/aWjyo40ylsI9xbxtDEQQEjthGDoB0KaG1tfYRdy5BOWenuuyHi3NtgKCBweC8a+xH00K6Bhp54sSwtlpH32JL5ZwIW0GEkKtXQaSIOd63t98G9cp6XoXysQve8Xt5J8xZ9EQsX3WKAgLpmzas2CK5JCHsGWwVBPrA1zX6w9dvrTHM/VbLcn7Tpet+7B717cm9MvS9+PUwDnQ+QIsQfe3EHYClWf50fiJNUDKlO8gBCgtmkDJOTM22Wn35C8pudCk55Wc/QumnG6i5Lcc5i71CmEJ/RHHWVjmY/f8U86hhPVZbFWxGpCeWxqHBdOG5IRvJLhvh6Pssd4ES4U6u/S5UzVvNtwxSmkoQ4K3gCXCQwJrrh5PK03VP0xU00w+xYxzjNFjpqn3vXe9oGSrWVr8PYtBrm2QPzPDY+S2X0UB2eRCS1s8Dd+zSAjN1H0yRviUuWyFqpySYNtoaV8sVMZ0sye4q/aEPpDMiTtJfGwsyuXO+/DtgYBCLThfqtcmWEhHr+ZALxiZsAtFpCtKaop2T7cncU+bYCyd6c2LTNcTuqRijTraomcnnWg6kkvgFKcjJi7ti9vgZ2PTkFsUKW1cFqq0T/dBzmyrBqIHKe1EhDpdhxWiOuFP9i1XvfEXIVF/byH0cSdMrrPbjl3OEvSupn1P5i3ROzL2FmfdTxpS8zV3kFJfKOoLvkOMrqLTdqHbATJEkDzBo8Ozm7u63an6NWPxgnhtuzzimYvvydWt6x8LKUaamlsalnRWJpsLYlzdfSFe7nt46Lng7XyxZafeSwkjY+IcLKTcD137KrTbKTWeSw4B4WRMW3fOgqTpTYz3elS+pzjJ93be6nI7S1r/3A2BsQcoeXAgGH9NQYU9NjWO6hfiKNvePKaTEhoseNpryZKCukkfHDQvHam6RJK9xL7EhZFEPW25oAvQFLz0xIxxCD2ihQFtrpW+kL8navLJ/n2AsukW7We3UC7DDoZZowgUiufUk+CGXhzu/PM5whkTWM9EKWOTZmwp6AhDR67sotQEVhg76MQuZWvak3otUxCmBET7e0XrOMfxCFdNpDTDTwtii2RbU1qbdXnlIuUFJHPfo/hgkqB6GpP9W6+fVLKinLldnnuCsRYkPeLrEXVx3ew1a8+Ovy5X90vKd27bm2J8KegzsuGcDrldKGNgSLnx6rbCOvS35sUasG8ZtIzLq8/ryxj/fvkaV/u9vHOMc0l8xsCQ0KDblmuDMPBOIQ3WtvA7fk++t2tnDBwQxh86xW5p0r/tYEjHSkgX4GrSUsYYaeswF6kp2sQnQmhmytcuDEaEAzuYdjKWVA3boH0/mK6DWXbXSL2LRsKVXAKelmV3ArS7A8qK2ZG+kOD145KSVmY50uE3FENwuRK/XgDhu/XUJ4PleYza1qGfWa1SgwRlihUhbIfsggdlC2cYv8BITxKCP3P9cznEqP9tmqjniKplPCJoWnMk9DPcdd+nzZveligPd1uG9WuPcS3Z7/y60pYdz3+eE+7knb4FYtrr8zEuBMvYxpjUPVN/3N5hxu1Bh4fYyTRz3Yz673KYUiwkjHcbesJc6n1pq8xloXWe0DA0XwQ8K4YuK+U29eq05aQE29R3Q3AgGP8+a+3hDCJRCXhMXINeQJbAe9KdV4bc+9qXPQSA23gInjTaHc27Ho7hJST10dYAAa2xf9bLtlhjya1cidXgrU/+aS97OiUVuxxu35Uc/P3UvX60swgXJZXa3+9LtjroyTthTRNFXX4KcpK+906KketvvJ0NVoPTknr4e0k8ytkAADHASURBVNk+93L/23rtFj297e9pv/ocgGiO2rZps71HLDyNxmoEuf3OlsAELddam8Jc+LJffQETLnGaU71+snWP0WxTeKT6IM3sJmaM+gwyCL8dnhpHT4Pt6o7pRBypH2txYyLjPUUjF0Ef49EXpHL9l9Mw9XzX13658bzy1my8XvytlR49sXPZswDod715YNcadMGGXpClWLae8rJvBDqXY4dvGdXl4ZJSyvpChz9Wywa3zuq23pSbnzu5cscKKQeC8S85xBmuSnYgpBdHf2HERzyKhmz3aMq7eiE+5PqHArCgBLPlRDQFMQHvsc4uG00SlyZnfzVjcXHK/OKs3YI1nS3Yuv4aZixYsK1KiLf0ySEum9cHS8CcHXViYX6yePnfU9tqBHQAnt6GB51bQJv4PUK1dO5ZGDJpavxymlyqbM0EcxYB6O/omKh5IBrUMVP2giknn9Yk5Wk0fpvTQNdrdxB476T6RDNk2yfxQUxhLutgQ3099rRrm/LiLW+6n3T5ltjnCOSQbzIFdq35gkNMtLVg2se5r5WlGFu+TZ3LzWfs3XdTc0/wtOC1zwNhxinccnMmZ6GxgnOqv3ycpz3cU/THu+8JCSlhyArkXnmz64MytmzbOFH9FgvbNubJ4tK11cbNbLZ/a5A1J7hp/HSgpC07JRQPuZw0HAjGP2Me+SM15Bj+UAfqyWd9o/E59iGL2Pte/yHWqPiCZz6irUPq1tu/9lhnSdlG5a83J7AtyinzIzOqI93EnLHg0ut/m4p9Np/5eYrxxyl715tsbh99/Z8w4RKPfeYmG835b5vsIMKBTPCSKtrmN5svKJf7zOaNr17m5ZIuF7+dTZ5MMAHYD9dyn/rwJdfXb8fDYwZjtEk/DmAc0ZQ67A4AfQCPZhxtVj022ox74VAeycY3baP6NfG+65//LAVLHvZjfx8tPPZcLYr4eNA36cZCi3dOgECKYXn4fOifv4I1ah73Y3+rnR+SlvRomwGtn+TFgjemnqCt37XMRt7JWeykb8bEkMjv1JY4+1xbaTyGqK+6fHt2gOCY6p8xwoiFIUFXvp/ijb9vPtdl5dafjoMJOGhdOj6qNhWXkHPt6PbFcyIvONpg7tOv/1Mq1jj5zC/ulSVrbTEQ/GifpcBa5xYci+iLLrcbm3lEhzV48zkfA9TBgWD8Syac41i0WFJaiNbechqEfKPL0sRFmLfek/qmF70hlPfMZ1HS7Yv2Biocy7vXCwTUIBP8t1708nDq3zO/HaDNxKf3ukqmvl970R8DNX/nmZ/Tm1SyCCVPwQXdzllFOVtSHhkjTV6e+dD7u9ti2RcCcuWktPGU/y1VTup7PSe6ds0R4U7uzwipc6csWDBlxrwRABatcCeCwvn/8CoArv6x72zrmzRlTZv3LUEb06e6zSWSiMcyp7yv0SOiH/oPbwbgcT/2t3r9qfst13cec01Bav2lTpf0CLQN5tVttpqcJyyk5qAnLKRcNtBfEzlBzgpPeh+411aNU7/v84KN1GNN4YzYEmetYXJPCw8d7l0ZU3PP231ig09TQXpdG3yB0IKM7f9+0WupKfiqZx6Oyk9bduNkPJ5QJ+V7O5d0P1lrncbdBlZr8PogJzR6cCAY/4w513KbS4gsYdBZxMb4Rq2pSS/OdarWnF5RcogFNUUUFBWkvW6CiEa502iGsvVPCyIyKWVS3MMRCmpu5fqedqgX7YSKHd5GwT638Ph2Iusz3QPu82hhauHGbnnymEXMQPNMeEhI8LSjMQRZP0sRB8sg9KJMbTe00BHljoBLzgi9sIXJ65z7ooF/kCU18Hhuadtp8beEwgaHeRr6ZoKp6L62qZy9vP62P/97c//zeTcpwXWMRjsEEqCqIWUa9Uz9ehwF7M4VzyLhnaiorTn6aploygTt+bp1m4YC8OJnXf1d+2NBIhbmFtG7GuI+zDOLfpyCFho69hWedQxba/UiFEk7PFy85Eq6Tj3/xcXk0QQ777yYjQuEBD7v5/oeDbKm/tT+fF2HtaZ5QtYYoWWGztuRB1vOuB0jBwB0cB/4mp1/elda6kxpLbbsWIIL5Un0tnx/juPsss6dnOQOTnKGE/zVnzwCLgC3ARebAifA1cBx4OqLPPRhd7Vnwa+x3ySw2Gwxs9mtZiyaGNaiaV8QTML+/3mbOKPz/aeOxezYUCsNN64AOaq3cCy83hY+y+Q82GyuYgWQ/taBNynzVo7p2HFNfZvz9UM/B0T3TpcwScZJCLMuU7bHneI0FZPWWuSl6bVCgBYA4oREneCqCZGAp1noQE89tjIf5H5NiNG4g2t6GqKXntSOy5AlqOv7OIDOMz9DvJMA4n34Y3NRaMahA/f0/Mnt/NDvevVYIUUgR1tSQqgIOamzNKxA6+EuoAM4U5YezwpicRTcbVk2W50eGylT5rfMe1F2PM3dfptSAjx899Q6EJwvEjT927i2Ld8KlbZM/dsb85QAkaI3ucBmfy7FxFULJnqLdg4OBOOXffyWGMBwKk39vCMIMUHSkCNOU6Xxd4R52mhbS/aaYKopc8ovXLI33+Duq0/Astuwd/jqj7N5xQW2OM9J7mSDXd7OPayxz+N4p2uG0gF/M+assc9J7uxF/8ukEwY2pWOwg1r6DMpZPCHleco/Xxmidm+iWVNMwAPP7xiufSLmlZ8jgKkAKU3sUswrnJZY8EW8yy1LExmb1lRbQWzOe+lb0Q7tAUK6DwRfj5HIfJDrPgVQtFtCU75XjbsHngBgCbsuxzIxEebtbhsrpMbWq/yWRm9uDTPyOKrfMrQck0r1T9paoP8ONXvtSvl/pV1dH+0lcejwGFaAUv2jlRBNa+S3LlfAs8jqvhpbv63bM/3/R+4C4Jt4TXTfc/MOpUwuo37tW3RSri4PckG7KeHAG98UHBjG30tjaiC1uD0pNh1kMm4/pTB9SdsqkfvbbLHNFgtmTKjYnO0wvS72Y25xvtXSj3GOGXPew5wCOMmd0eTWi0+YzyEuUVCzxfkoCFAvytwpUpOq6iXbsdK5vKdBB+3piStEc9I8lQmuM+j1o677UnYXMNPtk9bgCUSCu8fMBbx0Nh6hmajW6fe6uImYCeiFv89bgYLbuNbV5rU5M+c39AiErscKBqkI4XDtp2fW1rCCurUEeN97YOtKaeOdUNwl1bH9DP42Sg9iguy5pvw+tDnj+2X6u3jsGAu+4d29qH4rWFrmMUSrUoxGg8bBQjc34mOyBQJtKNuA35KKdWLhTAteUldpetQTojprn688aeuAgGXCeaGjLwzZ9bPkEDVwFyfceqRNlnbpdkLesmRx9CwkVhBMKVol2iXbF2isFTIFB+JY3kfe8JD6R2/5aiDfwUNgF6kFO1nCvW5wz54O0vXmqSuAjhBr/68Efp1vBADxCQsT0ExaovLL07dxiEtcfepQL6pfJouYfu45/XHWqLjm1KG2nJQPS+8K0MQ/135rju/6qzPL6+eyr907fjiliaS0do1HjtDDeEuBDbDKSdNDUrbGU8+/D7ztPACPfMJDqeinnM0JA942w1ydWoDQ3+f63cZ17LztfaxRceUTHt32Tcr3bvHQgsgYoVr6aMza0+VaAbAz43c5KmzGSk08dd/L9ynt28NX12nHXMMYxjEEKaUlXLUAF8c3yHt2fug25MbVCjhDcQn2tyfACM4aT93XPUXEMDxP8JL7FmeAT5y+G4DPaGiyxVWDbb8npOXmvsXTe8ejD0PBrzFOMZ37meIHD+6xvBLV3/09YLY2IJ2pF4OvAXQDv24m55KSY6fCgO9RsyQY2UQjlIQ4FrpShfDHOdEBNk5dC1ScId67rxm3pCLeOiUl7kTCw5RFL9ArOoa4ORZ3enE/+PAvAhXdlr0xxo6Jupbd73oC8xlUkzXms3gjojC70Bfdou4vwiWeBG3HyPatvnqSvbdgxxI8zwJkg0crSo484SRLSk475sVUuVM6AUfKCpaQRQ9n6Rt5V84TANrzBLbYTrbL9sXmEx4DwJ5DnGwg7JAPumM8cZBWjlnKd/a3PcIXukODdJ/Kkc364CPNTARSlgA7Pina4TEgDyxztUwud3R2fp74PuacYDFG6LDlRtt+FbOWd1JBqTncAXaZuLh7DNfDXd6r0ElyYsZ75amjzdsdTS9NXfHJjvm+HFII9VzQbrq9xm3lpZKfNrFXuYBUT4jOwYFg/CVVG0mvpXk5Q10CqvTzIV9f6rcFvfj//FXvZp81rrvx85PvyyQLwsCixbM9xrUqqZYlO7PNNinP/qt+nQlLPvvGxzmBHqEdi0ZX/5NX3UrJPl9y42dGUf0huG+HGYs2za9cpyyYlnMmZcV0lgnmC1kwumDEVHyJEgAuzaCaBKZfTaTvxZw7jxaNTntrx0Z+j1mI3bP8Agp/94mT1poDXjEx099YQqMJ0Dp7LJjyK9/7DvYp+Fsv+UqC9i1EoIsq1yc42uN9rSat+0IzDi8TY7jGDg3bZtuG93zvL1GzxmNf8g8uizGn6sj1lxUAtPBrtXo5EEvmv2YQY84gGKvdeu2UawpPLejp97TGr4X2lMtOcPZoktVwdV3yXjpeYLi9Q0Gw0C35LqgPJM4FQqCuNUen5pBuz65hjGNiGHxLQbgn5vL3veo9ADz+xs9qytBzIG2FurcQ9+FOsi3hfpn9W4MVbIbgQDD+BVM+wik1GeWMc0lec/k5r3MMIrVY3v3SPwQKHnfjZ0fT0BJ1fYyrELFNdthgN/jKy9js+JGX/iYF+3zOjZ8HEGn6sqdfcga89qV/xBr7POPG9ZbpbyrtP3yz29S7aLX96cVLMZPXCXw0TIDDBI3+CK1GDyGiXx/qoxP2xKcixsRfFqH4GT0NCWitEkArlERjpOoO17LdWWC13HzAWCClYskJuFaN1t0Fw1VqDnXbwEJcRzfWM/7gFb8OFHzeS55n2q2zDi7bPtAaujbVh7TOM3Y4GsWQePEOqT3wWjjob90M2vPtr7gZgK94ybNIQT4ozdew23FymL7H1IY0Rg05v2rAt29qvhzwtNrOwhK03nUnkM6zVnhb8nKMyM5bS4u6r9fJaYZDrgk7lrlYoB2DZ46hpiwmss5Eb/dorDcPbJ95ViZp/++99P0U1Dz8xidG973AX+lrDf2gvnECo8ZT6tR9IjAUAGjrytUX430AYJ+ilS6DmX6iJl08MWJi4EepB4j3xnoDZAfxEJeAgi3Ot8xOmLtM8QVT1il76XS9ADwhEP+VcwA8ibe29VrNRxbpYS5SUHOK03GcAHHQiG1/YNRQLfcpS5iomWNP3Wv7xHRJZWabMOkJnTltWfaJ+7JtzaTpN1r8tCZDCWXZ9LmJbckRdmGmfWYeR46nmIf803u8RRsP+RimbdBmyOQX8jTI+QtL/h0Av8XXRzhqpiwCnJ1T2sevIzIkfgJgUZmzxsvQxglV62KSd725I2ma5X44TbBmj/WIyArefWLYz/EQ5nsZ1WOFgVQUsx3PqG1qzoRxS+fiyMVDpMCjEzQ12HfseI0x9+fcJgJedLmAZ9mo2r7otnvKfV22juHxk+pUvXe0gKj7Ris1FgdMu/yAwi6OacqiTR8toMfXHqU+ZK3VIIf02BgX68JLBU9agaYvrPUFXG/HQNc/aSUyN+cvNxbgQDD+Qyw5wZnonvjW9f5+yPvDPIlUwJ7PJgOmzcBLJtSscY7jLaEO705UOYsm/elOhIdXp3wnx7raSS/tFHwqSvZZo6Bmh03KRksMv7sF3YOS1idfztISaq6vxoLXb7afUia9uBxfK0wxJP2N1G/L0QtM/61jEeJEyV2cgrZeTFQJAjWxlaFUREwSOuW0Z3HVlKZcgKrsayyXE5cgGHe4hu1859lqx99aB+K/O6tIXG7KbN5359hgMw3WZyrhrZqxdQFufYtGai57Wqr3Xgo8LTEXh1JRRkzUzvNU+RY07kPJcLyyrOCkA0r1u6n1boVszehycTT6uxlzo6z1rRipANgxWq/UJW3aabKFyNjKGs19m1qL0m4LHi2x1kb7XL7T/elZgjS/GhJeQ/sOAMyZ8uEmQUMOrO9ziHmN6WA9EURTEs1a+7tCeX3zkvVnQhflLESsoqSgbn3ykjlOTyWRztfYb7Zi7fbaOKY93Tv+SYVDAXbe/dQkF/hkzGCaCKTqyPn69fdDjF8Tor5QEOfLF1/uJjttAp/P591uX+XmYV7Tjsc21Qa/vH6d0k9r7THCdybHxrbBjlXKaqLzDKQC6SzB7Sey6Z+dYeuumGQ1Z6/tffow7vAh3U7dXg2ebz5us++P99aSxcHrM/3Mw0f6b4NddVhT3xoT49m3cKQYm9d2T/CyboVPhb9d4/LH3ENNwSO5rWed8AQIj+Ys6Vs25Lc3J6QfxR0U5msMngLqzb1+2WnBQ8OBYPxB47+r/dtK03JPg5bWvSCUMZK+gJ0sdhFYE7GYgi0T0aCJwAWOUlDzbj4/2srnnaq3xzsogA9wnVpQoQZtWu76qer1lzeZ1xmnEVmJNMUg7Td20dtyUkJAilB4/mJNoFKQEyQ8ad5qSzZavqLkf7aM9I6oL6Qc3QZrVg2/48jpIZOu10djGJqYf8U8Krkg9DspTTOntdqA27AWOtNrXP64Q0hS8yz87jPXobnUt7x1O33sPEiNta5L05ccE9VCTO4sgiH8xwjkod6+m8LWmWMqY+IEujJ9GmwFBX3Pgt1RALGr0oszEZDyCuqI7smaS81fO2chziuQ698YFth5nOJDsibC73j+5oT/FByIffxX33Cyfu4tz892UGoy5yby2AhKgZ2zzQI+HsxKQuiC/3fKGU5wjmOcZ4uP3X4SLs5guwgBdIeBCawdv4fNrR02ZztsNcfwbpz9Sybsc8XxScvM42x9i5bx7589R0nFQ46XPf9/7lQ43Ud6EdiT/KL3nCQ+ul8tAZT+TT9L76m3dY8dN4+4pIi1fserQ//ORadbwnbHrZ9gn5Kj1z8M6DLtaUEolZt8qO4hIcpjKkIEPcJXUrF96xlKKo5dfywyw+v25sAy89w7dh5YZuQLqmk3lO076WNdp4eDZ+kZam/KPaAhZc6Vb1LzO8YzZkCW+VjBTcrOCTi6vwTPVMyFx6y8ea6fDzEmj3nmNNsh12wK50tntwE4cny9fZZSBr0xGBvD4ZU7RjD2cM/RH4vrvy5+7ODu4y/Zjw7G0SCT0POP5yT4UK6vGXl1VJRsHhfi3S2mkmWL2zp7nOSOEBT2sPezxzpnOR58vPNN5henVMsJO9ubzA9P2Tm8STmp2Dp+JSVLdtlG9uNLbv6OqW8GInl8i5KKS+3zLpqfZq+/EFJpWy6BT0Roq/xijp6XXd8sCftYNaPTYPs1dfCLFUj64+DHDAgedrwEUhqUzAubOtbipMvROEgZ5fUngJKzjZZrc+4LTprZSZ6InGZiCZ/VVKxVQLdbb2/V7SipKK8/RUnFrqNBSfu8YMgUYxWwcyrlt/S0ZE9DTQkBFlJ4prTfsBbkmwqPuaVgyCWir10Qa15hKVm2pmLLsFPtzQmO+vcY64eFbg0u2ix/KdN06lsL/XMoukPLBE8vENG6g3SOk5IKjsfzSwuCnpAd3ssf2qZxgL5Q7Qlv2nJky0qBl49/jEAayj5AMJYQCIhUvG4GKuWL0s88ifl/vfxD7LPGDTc91plM9KLBd5uo6TlTprMFi1lHTGeKwc9f/momVDz6pse12/HsFhv5+09e/iessc9TbjrVCgk2yc+6Egoi4WG+6CfwsYl8uk5qmTsT+jOtvNQ9w98N4G2/C8/9yR1J4mZrn4BsI9TlRGg3KYml/E4rjIMNbSBgyrdvTYJi/t9hk0Wz5e6N//A3qSl43M9/p/ttDjzNuOsPT8PI+Q6HrSUA7/mHPwPAF/78C3r1SRndvEmvDY+h5QLuYDgqX4PuEys45FwPup5UlLjFJ2UN0KKa1Zo9a4plDLFwOumNTe53zv2lx0D3US4OxhOs7DN5bkH3q+dL9/rd+z7Xvh3ydN2zANz+8v/JPmtcc9OTTV/768panfRBVinNPWUR8awo3poYao+dM2NcYQeC8S+YcppTPQI3JnBCw5Cf1L5nzci/9/LfA+DUTU+JvtUMRGt5MxZc1exGOMmdLe5CVMUk//qXv56CmmtvuiKpAYrE+66Xv4eCmr9902ZPi9eEZcGMKVP26FwHe7OQwEfw0Mw1ak+CQfsEZpiJ5whJ97fdK0gneMzSxNGCx/TBD0DSkc9aINC+amuClTEWmLHgI695BwBf8/NdHIrgaTUOL4Wv4JACa7HS7e8fU9u3EujxAjjzmv8NwLmf/5FknZaRddpWOlZjjLaSEkZCW2LfbsrCor+1wsbQuh+jtY7R/OW9kpKFKc9qhDkzth2//nHZfWY3VlBIC2p9q4LXZk+o9EDqyVmIcgxxyMrh9a3U8Z9f/usAPPWmoveOpaUaVwHPghbmW7fNMIXPkDCTEqaGmPoYOBCMv6RqT8SDrnO9TFqeP9lOAC9fvey/rFTZAiLdy1Y6O0GFKIW93evssNns9+72fVdMqKoyZNAjaOUiZX6Cz6Cg5o94QouXEAFh2lc2boAFb2GNmrMci7R5IcwQb8nS1oKeua6k2zevwFuAmnmkTpTT/Q/pNJ05LVdgLOETSGmS9hvtQ7V7/HPf9f3KndVAtmNKWmnNpIZMsrm2a6hM/aK5dDj3mV+KoHbBfdu9OscI1xbH1LueNqzf19947bZCUyzw+PPeQioeQG9tG2OiHSLWqXmi+8OLvUlbB2IhOyVMeXhp+uh/M5zxUr9rGXUs+KdjG3JbL+VbK1x7eMbWyzj3gFxlu/fY8UzNC4EZ83b3lp3Lck+PkbWCeILOGGFzaLy7Nh0AOMQlTnJH1OmpCE9v+4lAyrSVWqz6CmEy1BSss9uaefXpfDtsssNR9tjgPFuB+M+nVMuSclJRTqp20k7ohBDZoqfNTqk8/Gvss8Z+LxpW3rdagyf9QnyoiO4/TabTEfqysEMudY+p6ckrWpqNak1pGXas5BuNn8Y5B6mIfc+0q/G3go21Bmi3gDB+2Uss+NvEOT5+MU7SX7p9cn9dnaZnCUp0LoOp09ZRUFMDm+xEpk/d7znG6mmQqfga26eBYHaZK3U5qXENc9xn6pIOO36/6uE+NbjrftH4BkYU450LtrTt98y0Mne22ep9dzmBjSmcpI80TBpsczBGkLc4pIRS+7fnLkmVl3OXiOUnBXcTrG1v5Um9Zx4tSVl8vLmXE4Y0eGOVFn7HWaWGxu5AMP6KkvNm0fTfiU2peiuWEBzImwO9gdaDLAFTd3Iy+iaUv0RbE1qmOSPKQieLfZ1dNrnQMulw1O42oINJlu1VE/SCOvLjW0KvmbhkVxNiK/iFjG/LdsLrCSuJZPR9KU+u2kSthQTLLGVsbJ/qIzuHtCld99CzVMBOisjJ9175KVOzbeMa+9TAMc5FczC839UhjBk6027u4JDUeece5LRqC7KP/9G8PyJJXlljiOVYkL6R71JbqDzim6trTJtTfej78333kDy1gm6KCY+JQ9jhaPTMExStYJRr91B8RwrSAk3V0iw9f6WuINDHwbHx/Klc/PQ8kMC4FIP3FDiZl/uU0FiwNK5x//jz1ioB/bank+2kBDVPibRts2PkWRxzcznUdx9CURS3EWIwKmBZ1/UNRVE8BHgVcC1wG/DNdV2fL4qiAF4CPB3YBW6q6/odTTnPBcTB+ON1Xb8iV+8Eu49/mHlbLcdb0P16fMlN6vwDdoGax/Gu9l6oq5vMog3KMbU7bEaMQsrUi+nPmlNxYqtG7FcVt4BYB/T2O2mvHHIiYE38VueVdzqcllHkfrmsHH9/LCgIIZCkQx54YyL37T37jWcW1sQ3Nb6eBqfxD2byjqCWVJEwI758CdgU141YdHab0Mw9NrjEjwPwW9XTw/cXG429iXKcTBq8J90hSR7xsG20c8FjBhbsfa9s6YP38phebIBHNFPavCWgY8DGzWi8PeE8mY2yLc83O0s50m6vry1Oll6UBk8R9CydsIw6BWO05TFaodf/lyOEebQN+v2UYnr629w6HBImpG7P727bacuU7/+ooZ3HOOfSTujPaYu3rivfb771MTcHvTHK1TnE8AXu0338DeO/oa7rs+reTwMfr+v6J4ui+KfAlXVd/2BRFE8HvpvA+J8AvKSu6yc0gsItwA0EUe3twOPruj6fqvfhN5yov+uWb3UneJ/Q+ZNZgycQeH4hu6Cr3Sb//sZ6SwQqwsmAclLgXuO9l73celuULVdqnu1us8aSKzcuIQf6rKsDd7RmX+8Gk+5nbITvtcYvzFeEhE6r7PsUU1v3dLCfZvpW27XbyTwmdTka4pBQpmHoVD2vDL1Yve9S2r1OSCN16/cBLp7doaLk8PHNLNGTfvIIqUAuEDDXd16EcVdf5ystqVie/XiYQ8cPu0Q+fDd+90yq7hy+8l34u8/IhoIerbaVE4psG3P3NI6Cg+zg0Kcpeu6FcPVzZdh7Q4KbnhuXI9hoGGLAKdA4eAf4dOWnXXa2Xms98RJZSVnWmuhpyy0uu417c6PM0p5UO73xSn0r7dGHZoklVcCelZDiP7pPPLeYfPPDxYs/bffxPwt4cvP7FcDNwA8293+5DpLJHxZFsVUUxTXNu2+u6/rjAEVRvBn4OuBXUxUEDTc2DafMowL3RgL2yonK3CibRV8jB7fsssFtXMs2W9zBSc7cfRWLizP2t4+Ejw5fgknFQ64+x7QMQXo9M/1G8Acs2O1NiikLKroEOxsbcUBf1x9doFfQ/LVmG97Qok5V9s2Ekypo+N02uq4vJlSUZcgwF6TpecOcxLUhzHLWBkoOQcrMOsYiI+3Wv+Xv9cQYSvmbpP2QnmATiFHfLN1+f1yW4bmoLlvvWOuTGD5tLoMcg8vV0YPjh5tvBM9+9HJqrWlhU4j3unrnciDnnpP6vfPhBRcP37h8O8adANWV39cGLYQvwxHackLfOrtIQG9FMNnrftc42/MPUj7ilCacxi09bnbsxwrFqfc95pSqO8VMrTKSssR4mnBKsCw31imokNP/rHVvaD2MFQTduqO1ODz/U0K09EHcJ59Gpn6Chv6moihq4GV1Xf8ccKKu6zub5x8DTjS/HwacVt9+tLmXuh9BURTfAXwHwGc84oo2EY7VbgQsQfDOxc4xmrTk1i3WW3727exT8tgXhn38kpZ3ypythqGfuuI0XAHVCc+EF+MjE+e2n/1tAK574Ve1z8SCMOMYJZ3f6t0/+1bWmHDDC5/Q4JlOrZpaiPr9yB1QNvdLf/LltOscYbDE1v7W73nlWs3Flu/5Yu0OB69Oj9CFMrpvrGDTaSUzRLh65XN+g4KaG1/5DMCX9nW7cpYm3Q7bV3Y847ak3Sm2717/nFcD8DWv/HsukbVE2Pb3XqPt2rgJqTfWdv3EURonq+HJszEMX5c1RjO12zTt9sCcxcnO8VBnqEsHuVqGI+4+KSPngrD0yybfEgYBjptO9Zft67yGP5zJbsi8Lf0v5XVuyj6d0XV5dXhpdPs4h7Le8bO3APDEF35Bdn3n7nXlpTNeeuDFOYkQKyd3ehZCbYHTbbExEjm4rxn/l9d1fXtRFFcBby6K4s/1w7qu60Yo+KShESp+DuARNzy0PskdvXdSEzY8S/vTrPk0qRkpWFLy/le/B4Anv/B6KkqOcy5pmk1lqtLMTfyFt7/6DykIjF+3TZL8lHQR4h969TspqPn6Fz68N1G1xGj7oCOMHaHS38u3ts3h2zRz8AjxEKNNMcFUnSkfsy7L+z1kIrU+u9jEH/v4RbOzKVVLKv7ijbcB3XY+vXAtMxCmKSbj1CmGug4rIGiG4UXzp8ZB2vvhN34AoBVcLXiMv8IP4uraG4ik9cnLMa57xjSu+8Zzs9kMbbY/db+ldkF4/ad3FHgEPscsc3TCCrdJ4bo3Jn2rjbQl5y8WxcMLDAvljhT2E2u+3z5PC/cF/DAmHeMeEvx0m1PxEym3zp+9OrCgL35hzxqesKT4Y6rdOnoccjD0jigRqWc5vIbgPmX8dV3f3lzvKoriN4AvBc4URXFNXdd3NqZ8icK7HTilPn94c+92OteA3L85V+9FDvNeHtu7P6Shj/XpeZqUt0APEbLVWSHEI7rCJHY4yoIZZznGHhtss9We8S6aQN3srJbFpdN3ivYqroGSENWvj3C1hEuYgT7Bb8gaIH/3CKKKBdDJcTqpPG1uTEHOPeNpkTCsiVmNrsWZTivTdXtldsbgJSFnwqJxaUwal0upBIA45aguz9tBkPK/bzRb9FIEUX+fIkgVpctYtRaj/xbQ3+h54QsDlTqVckeV1z8ABTqib5OgeNqMJ4DbciyTkrEK4yvWmakqy2bYk/Z1WyK7uiaJNg8HnqUYrH5m14jHkOwYyReW2cdCb9W6HvRc6bcvFlRl3IeYoQf23ZTbIi6nO7TMlq2Zunzv0aiUYhdyq8T9b7d+6vUoeHk5A0Rw9XDKReV7a9SORZx+PRaCvPk/FOt0nzH+oiiOAGt1Xe80v78G+JfA64DnAj/ZXH+z+eR1wP9VFMUrCcF9dzfCwW8DP1EUxZXNe18D/FCu7ilzruXDPQKvITYvdXvbtS/SDqjV+vUAevkAZDvfrVwf1WkXw7zRcGxqV13mpCH6gclcAmpOcVrhHpv3Os1nH5qtf72UvI6WZMuTbH2SBrdsumOimlAk3Ev1JAg+yxKqCVH6XAteut2231UKXwkclHGQRSbmTJ/RWY1/0farjLVdfN6i1EGCqXc6M6ZYSnbbeiwjtkGHEvQp0f/xfNhgMZ+25zcAVEu/L/eb+2tqd0A5WTKZVKwf2UPPdz0HRGsW5mcJot6J4Qm6HsHV4O3EsERbn5iWgpzrQv9t3XEW7FG+niCR+tvHy3fT6HvW+mF/63dzDDaHz+VY3mz/2z4bYmD98m15abN7zj9u55WuWydT0jhaF62AXqWXOERBzTZbauXGdXsnpNp+scKYpwwOQaghvbXSWr8uV8vXcF9q/CeA3wi79JgA/62u6zcWRfHHwKuLovh24C+Bb27e/y1CRP8HCNv5ngdQ1/XHi6L4MeCPm/f+pQT6pWCf0jVLasKkF30IupkBm+5EFfAmVFd2f1DCfu2inbg6kM0SByHDe02ObwlcEvxosJ4SAieKJgnMhDjXfj+HdPCk7DaMZE9NUrvvWycvaQOzyjmTsttWZg/GGAuWWCzN31XZTPpZX8IP19jSkKrD+hahr02mNOqUtmTHS7tjtHnfjp9HPIA2gY+YwjWhD0JY6OeKkk0uUNEcWzubsDvrDvaZM6OqSqpl+Ldclq1QILBvhIPFfEo5KZmUVSt4zFhEgrEwftnuWVNQULNgFrkK5Nsx42LBWlZkjXRzk+iZgGf9ydWd0gJTjCaFu12vek54Gpx+NwcpZj6kXXvZ6/oCg7+1MWfV8d4N13Q0e8qNlxqjIboxRsAZ0nY9l8WEircyj3Kg6O87C2o/qDKnxXtau2fh8drep4d+PE8cB2MDHWMF1YP7jPHXdf0h4Aud++eAr3Lu18B3Jcr6ReAXx9a9Rkgqk9JKoL/f1y5euQd+3vbUwtTlleyzT8GEYA6VM8flWF7R7rQpXMrcaJj5ZpPfb9r8njLnz7hAQc313BpNak+CleQrWqtPpejVgUFShudDC787s75o61oj1/2n+8lGntuJXuFr1rpfvd9jCHkn2MTf97V1+b9qGZQeI/GTbnNl68+327Y8rUh+B1Gs6CVj8fBPLeiWeJeNS2UmdXTZH+cXZ+wvS/YvTtm/EBxPF5viPn64KejoRQ4dXrBxdJfNWXAHiVtI5klwLRWc41irKdk55Jm4U4K3JlY5QdL2oV6Pek3KaOl+E+i0w/WsJqzLz4FlOB5N6HYv5Jhlf3xzwmiJnwgoFXuUY7R6HFLpi1PabirW4d70k/1bt2PoeGpbh5STY4DSJhG8BQQ3bTHQVlxdbypdcA40z0mdGujN29SOIetyG8P479N9/PcXFEXxV8A9wNmhdx/AcJxV+x7IsGrfAxcezG2DVfseyPCZdV0/1N48EIwfoCiKW7xEBg8WWLXvgQ2r9j1w4cHcNli178EIa/c3AitYwQpWsIIVrOC+gxXjX8EKVrCCFazgAMFBYvw/d38j8NcMq/Y9sGHVvgcuPJjbBqv2PejgwPj4V7CCFaxgBStYwcHS+FewghWsYAUrOPCwYvwrWMEKVrCCFRwgOBCMvyiKryuK4taiKD5QFMU/vb/x+WShKIpTRVG8pSiK9xZF8WdFUXxvc/9Hi6K4vSiKdzX/nn5/43pvoSiK24qieHfTjluaew8piuLNRVH8RXO9cqicTzcoiuJ6NT7vKoriE0VRfN8DeeyKovjFoijuKoriPeqeO1ZFgH/frMU/LYrii+8/zMdBon3/piiKP2/a8BtFUWw1968timJPjeN/ut8QHwmJ9iXnY1EUP9SM361FUXzt/YP1eEi071WqbbcVRfGu5v4DbvzuDTzoffxFUZTA+4GvJhzh+8fAt9R1/d77FbFPAprDjK6p6/odRVFsAm8H/hYh3fGFuq7/n/sTv08FFEVxG3BDXddn1b2fBj5e1/VPNgLclXVd/+D9heMnC83cvJ1wFsXzeICOXVEUXwlcAH65ruvPa+65Y9UwkO8mpON+AvCSuq6fcH/hPgYS7fsa4Hfrul4WRfFTAE37rgX+u7z3QIBE+34UZz4WRfFY4FcJB6ydBH4HeHRd1/c+cfxfM3jtM89fRDgL5l8+EMfv3sBB0Pi/FPhAXdcfqut6AbwSeNb9jNMnBXVd31nX9Tua3zvA+4CH3b9Y3SfwLOAVze9XEISdBzJ8FfDBuq7/8v5G5JOBuq7/P8Cel5Eaq2cRCHBd1/UfAluNIPtpC1776rp+U13Xkhf1DwmnhD4gITF+KXgW8Mq6rud1XX+YcJbKl/61IfcpgFz7inB4zDcThJkDAweB8T8MOK3+/igPIibZSKhfBLytufV/NebHX3wgmsIV1MCbiqJ4e1EU39HcO1HX9Z3N748RDn56IMNziAnOg2XsID1WD8b1+A+AN6i/H1kUxTuLovi9oii+4v5C6lMA3nx8sI3fVwBn6rr+C3XvwTJ+STgIjP9BC0VRHAVeC3xfXdefAF4KXAc8DrgTeNH9h90nDV9e1/UXA08Dvqsx17XQHOL0gPVTFUUxBb4B+LXm1oNp7CJ4oI9VDoqi+GfAEviV5tadwCPquv4i4B8B/60ois+4v/D7JOBBOx8NfAux8P1gGb8sHATGfztwSv398ObeAxqKojhEYPq/Utf1rwPUdX2mruuqrut94D/zaW6Cy0Fd17c317uA3yC05YyYhZvrXfcfhp80PA14R13XZ+DBNXYNpMbqQbMei6K4CXgG8Hcb4YbGBH6u+f124IPAo+83JO8lZObjg2n8JsA3Aq+Sew+W8RuCg8D4/xj47KIoHtloWc8BXnc/4/RJQeOX+gXgfXVd/1t1X/tK/zbwHvvtAwGKojjSBC1SFMUR4GsIbXkd8NzmtecCv3n/YPgpgUjTeLCMnYLUWL0O+PtNdP+XEYKq7vQK+HSGoii+DvgB4Bvqut5V9x/aBG1SFMVnAZ8NfOj+wfLeQ2Y+vg54TlEUs6IoHklo3x/d1/h9iuCpwJ/Xdf1RufFgGb9BqOv6Qf+PEEH8foL09s/ub3w+Be35coLp9E+BdzX/ng78F+Ddzf3XESL/73d870X7Pgv4k+bfn8mYAceA/wn8BSGa+CH3N673sn1HgHPAFereA3bsCALMncAlgs/321NjBRTAf2zW4rsJOzfu9zbci/Z9gODrlvX3n5p3v6mZs+8C3gE88/7G/162LzkfgX/WjN+twNPub/zvTfua+y8HvtO8+4Abv3vz70G/nW8FK1jBClawghV0cBBM/StYwQpWsIIVrKCBFeNfwQpWsIIVrOAAwYrxr2AFK1jBClZwgGDF+FewghWsYAUrOECwYvwrWMEKVrCCFRwgWDH+FaxgBUkoiuKmoigu3N94rGAFK/jUwWo73wpWcEChKIqhxf8K4AXAZh0yKK5gBSt4EMDk/kZgBStYwf0GOjvbMwipWfW9vbqu94C9+xSrFaxgBX+tsDL1r2AFBxTquv6Y/AO27b26ru+2pv6iKH60KIr3FEXx3KIobiuK4p6iKH6pKIppURQvLIridFEU54qi+LdFUayp76ZFUfxUURQfLYpityiKPy6K4msvB9+iKA4VRfHvi6K4oyiKeVPXT36q+mMFKzgosNL4V7CCFVwuXEs4l/0ZhCNZX0uwFNxJOFfhc4BXA/+reQbwS4TT3r6VkDb16cDri6L4krqu/2Rkvd9DyBv/HOA2wgEx13/SrVnBCg4YrBj/ClawgsuFEnheXdd3A+8piuKNwN8EHlbX9QJ4X1EU/wt4CvDaoiiuIxxKdG1d1x9pyviZoiieCjwfeOHIej+TcObG79chOOkjwFs/Za1awQoOCKwY/wpWsILLhY80TF/gDPD+hunre1c1v7+YcDjPe8PBki3MgN+9jHpfDrwZeH9RFG8Cfgt4Qx2Ojl3BClYwElaMfwUrWMHlwiXzd524Vza/15q/v8R5b3TgYF3X7yiK4lrga4GvIuw6+JOiKL56xfxXsILxsGL8K1jBCv664Z0Ejf/quq7f8skUVNf1DvAa4DVFUbwc+EPgUQQXwApWsIIRsGL8K1jBCv5aoa7r9xdF8SvAy4ui+H7COecPAZ4MfKiu618fU05RFP+IEED4LoLl4FuBTxCCBVewghWMhBXjX8EKVnBfwPOAfwb8NCEa/+PAHwGtBaAoituAm+u6vilRxg7wT4DPJrgO3gk8ra7r3b82rFewggchrDL3rWAFK7jfoSiKDeAc8A/quv7V+xufFazgwQyrBD4rWMEKPh3gKcDbVkx/BSv464eVxr+CFaxgBStYwQGClca/ghWsYAUrWMEBghXjX8EKVrCCFazgAMGK8a9gBStYwQpWcIBgxfhXsIIVrGAFKzhAsGL8K1jBClawghUcIFgx/hWsYAUrWMEKDhD8/zT7Bxbq7rsUAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(8, 8))\n", "ax = fig.add_subplot(111)\n", "ax.imshow(aeps, aspect='auto', cmap='jet')\n", "ax.set_xlabel('Time, s', fontsize=14)\n", "ax.set_ylabel('AEP event', fontsize=14)\n", "for key, value in AEP_metrics_lims.items():\n", " ax.axvline(value[0], color='black', ls='--')\n", " ax.axvline(value[1], color='black', ls='--')\n", " ax.text(value[0] + (value[1] - value[0])/2 - 5, -100, key, fontsize=14)" ] }, { "cell_type": "markdown", "id": "c610a79d", "metadata": {}, "source": [ "### Figure notes:\n", " \n", " All AEP profiles for an example session. \n", " Black dashed lines indicate separation of different components (P1, N1, P2, P3) in time.\n", " Note variability in different components across time (Y-axis)." ] }, { "cell_type": "markdown", "id": "57b839c5", "metadata": {}, "source": [ "## 1.3 Example of AEP metric evolution in time" ] }, { "cell_type": "code", "execution_count": 88, "id": "04a718c0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'Time, s')" ] }, "execution_count": 88, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "t_start, t_end = 480, 800 # secs\n", "aeps_events_idxs = np.where((aeps_events[:, 0] > t_start) & (aeps_events[:, 0] < t_end))[0]\n", "aeps_events_times = aeps_events[aeps_events_idxs][:, 0]\n", "\n", "fig, axes = plt.subplots(4, 1, figsize=(15, 4*2))\n", "\n", "for i, metric in enumerate(AEP_metrics_raw.keys()):\n", " axes[i].plot(aeps_events_times, stats.zscore(AEP_metrics_raw[metric][aeps_events_idxs]))\n", " axes[i].plot(aeps_events_times, AEP_metrics_norm[metric][aeps_events_idxs], lw=2, color='black')\n", " axes[i].set_xlim(t_start, t_end)\n", " axes[i].set_ylim(-2, 2)\n", " axes[i].set_ylabel(metric, fontsize=14)\n", " for tgt_event in tgt_matrix:\n", " axes[i].axvspan(tl[tgt_event[0]][0], tl[tgt_event[1]][0], alpha=0.3, color='green')\n", "axes[3].set_xlabel('Time, s', fontsize=14)" ] }, { "cell_type": "markdown", "id": "90ac2b94", "metadata": {}, "source": [ "### Figure notes:\n", " \n", " Dynamics of AEP components (N1, P1, P2, P3) for selected period from the example session.\n", " Blue: z-scored raw AEP metric values; black: z-scored smoothed AEP metric values, green shadings: time in target island.\n", " Inter-trial intervals (strait lines) have no AEP data, just hard to plot without them.\n", " Note the raw metric values are very noizy and require smoothing.\n", " Note in this example P1, P2 are strongly modulated by target frequency." ] }, { "cell_type": "markdown", "id": "b058156e", "metadata": {}, "source": [ "## 1.4 Raw and z-scored smoothed metric distributions for example session" ] }, { "cell_type": "code", "execution_count": 93, "id": "69f7828d", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(2, len(AEP_metrics_lims), figsize=(16, 5))\n", "\n", "titles = ['RAW', 'Z-SMOOTHED']\n", "for j, metrics in enumerate([AEP_metrics_raw, AEP_metrics_norm]):\n", " for i, (name, data) in enumerate(metrics.items()):\n", " axes[j, i].hist(data, bins=20, edgecolor='black')\n", " axes[j, i].axvline(0, color='black')\n", " if j == 1:\n", " axes[j, i].set_xlabel(name, fontsize=14)\n", " if i == 0:\n", " axes[j, i].set_ylabel(titles[j], fontsize=14)" ] }, { "cell_type": "markdown", "id": "18688e9c", "metadata": {}, "source": [ "### Figure notes:\n", "\n", " AEP metric distributions for an example session.\n", " Just for information." ] }, { "cell_type": "markdown", "id": "673c79a1", "metadata": {}, "source": [ "## 1.5 Some AEP metrics are correlated (example session; TBD: across sessions)" ] }, { "cell_type": "code", "execution_count": 98, "id": "f1bf53cf", "metadata": {}, "outputs": [], "source": [ "# metrics / units\n", "dim = len(AEP_metrics_norm)\n", "corr_pearson_raw = np.zeros((dim, dim)) # N1, P1, N2, etc.\n", "corr_pearson_norm = np.zeros((dim, dim)) # N1, P1, N2, etc.\n", "metric_names = list(AEP_metrics_norm.keys())\n", "for i, metric1 in enumerate(metric_names):\n", " for j, metric2 in enumerate(metric_names):\n", " m1 = AEP_metrics_raw[metric1]\n", " m2 = AEP_metrics_raw[metric2]\n", " m3 = AEP_metrics_norm[metric1]\n", " m4 = AEP_metrics_norm[metric2]\n", "\n", " corr_pearson_raw[i, j] = stats.pearsonr(m1, m2)[0]\n", " corr_pearson_norm[i, j] = stats.pearsonr(m3, m4)[0]" ] }, { "cell_type": "code", "execution_count": 99, "id": "b3859940", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(10, 4))\n", "\n", "titles = ['RAW', 'Z-SMOOTHED']\n", "for i, corr_pearson in enumerate([corr_pearson_raw, corr_pearson_norm]):\n", " ax = fig.add_subplot(1, 2, i+1)\n", " im = ax.imshow(corr_pearson, cmap='seismic', vmin=-1)\n", " ax.set_xticks(range(corr_pearson.shape[1]))\n", " ax.set_xticklabels(metric_names, rotation=60)\n", " ax.set_yticks(range(corr_pearson.shape[0]))\n", " _ = ax.set_yticklabels(metric_names)\n", "\n", " divider = make_axes_locatable(ax)\n", " cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n", " fig.colorbar(im, cax=cax, orientation='vertical')\n", " ax.set_title('Metric correlations %s' % titles[i], fontsize=14)\n", " for p in range(corr_pearson.shape[0]):\n", " for q in range(corr_pearson.shape[1]):\n", " ax.text(p - 0.2, q, '%.2f' % corr_pearson[p, q], color='white')" ] }, { "cell_type": "markdown", "id": "9def00a9", "metadata": {}, "source": [ "### Figure notes:\n", "\n", " AEP metric correlations for an example session.\n", " Note a difference between raw / smoothed values (need to find an explanation).\n", " Note a strong correlation between N1 / P3 for this example. This is actually very important for the future.\n", " To be done: compute across sessions." ] }, { "cell_type": "markdown", "id": "bfe827db", "metadata": {}, "source": [ "## 1.5 AEP dynamics reflect behavioral relevance of the presented sounds" ] }, { "cell_type": "code", "execution_count": 115, "id": "fe17d52f", "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "idxs_inside = np.where(aeps_events[:, 1] == 2)[0]\n", "idxs_outside = np.where(aeps_events[:, 1] == 1)[0]\n", "\n", "fig, axes = plt.subplots(2, len(AEP_metrics_lims), figsize=(12, 6))\n", "titles = ['RAW', 'Z-SMOOTHED']\n", "\n", "for j, metrics in enumerate([AEP_metrics_raw, AEP_metrics_norm]):\n", " for i, data in enumerate(metrics.values()):\n", " bgr_data = data[idxs_inside]\n", " tgt_data = data[idxs_outside]\n", " d, k2p = stats.ks_2samp(bgr_data, tgt_data) \n", "\n", " #axes[j, i].boxplot([tgt_data, bgr_data])\n", " axes[j, i].bar([1, 2], [tgt_data.mean(), bgr_data.mean()], color=('green', 'grey'))\n", " axes[j, i].set_xticks([1, 2]) # set correct ticks and labels\n", " axes[j, i].set_xticklabels(['Target', 'Background'], fontsize=14)\n", " axes[j, i].set_title(\"%s, p=%.4f\" % (list(AEP_metrics_lims.keys())[i], k2p), fontsize=14)\n", " \n", " if i == 0:\n", " axes[j, i].set_ylabel(titles[j], fontsize=14)\n", " if j == 1:\n", " axes[j, i].set_ylim(-0.55, 0.55)\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "id": "a0aec12f", "metadata": {}, "source": [ "### Figure notes:\n", "\n", " Difference of the AEP components in target / background for an example session.\n", " Note almost all the components are significantly (Kolmogorov-Smirnov 2-sample) different between target / background sounds.\n", " Very important: it doesn't hold for all the sessions! In this example animal was very engaged in the task.\n", " In many sessions animal engagement is not that clear, so just averaging doesn't look that good.\n", " TBD: compute across sessions.\n", " \n", " Discussion: simple target frequency tuning might be an explanation. But then we shouldn't see such variance in the dynamics WITHIN the same frequency presentation. So more likely that it is due to behavioral relevance and top-down modulation." ] }, { "cell_type": "markdown", "id": "30923751", "metadata": {}, "source": [ "## 1.6 AEP components predict behavioral performance" ] }, { "cell_type": "code", "execution_count": 119, "id": "bd491da1", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(14, 7))\n", "\n", "t_lag = 6 # seconds\n", "tgt_starts = []\n", "y_labels = ['RAW', 'Z-SMOOTHED']\n", "dim = len(AEP_metrics_lims)\n", "times = np.linspace(-6, 6, 48)\n", "\n", "for i, metric_type in enumerate([AEP_metrics_raw, AEP_metrics_norm]):\n", " for j, (m_name, metric) in enumerate(metric_type.items()):\n", " ax = fig.add_subplot(2, dim, i*dim + j + 1)\n", " means_succ = []\n", " means_miss = []\n", "\n", " for idx_aep, result in tgt_matrix[:, (2, 4)]: # iterate over all tgt entrances / exits\n", " if idx_aep < 24 or idx_aep > len(aeps_events) - 24:\n", " continue\n", " clr = 'green' if result == 1 else 'black'\n", " ev_idxs = np.arange(idx_aep - 24, idx_aep + 24) # +- 6 secs\n", " ax.plot(times, metric[ev_idxs], color=clr, alpha=0.5)\n", " if result == 1:\n", " means_succ.append(metric[ev_idxs])\n", " else:\n", " means_miss.append(metric[ev_idxs])\n", "\n", " # plot means\n", " ax.plot(times, np.array(means_succ).mean(axis=0), color='red', lw=3)\n", " ax.plot(times, np.array(means_miss).mean(axis=0), color='white', lw=2)\n", " ax.axvline(0, ls='--', color='black')\n", " ax.axhline(metric.mean(), color='black')\n", " if i == 0:\n", " ax.set_title(m_name, fontsize=14)\n", " if i == 1:\n", " ax.set_xlabel('Target onset, s', fontsize=14)\n", " ax.axvspan(0, tgt_dur, alpha=0.3, color='gray')\n", " if j == 0:\n", " ax.set_ylabel(y_labels[i], fontsize=14)" ] }, { "cell_type": "markdown", "id": "37f5c8d7", "metadata": {}, "source": [ "### Figure notes:\n", "\n", " Dynamics of AEP components between successful (green) and missed (black) entrances to the target for an example session.\n", " Mean of successful / missed are plotted in red / white respectively.\n", " Note strong increase / decrease in P2 / P3 components in successful entrances.\n", " Note failed entrances don't show significant dynamics." ] }, { "cell_type": "markdown", "id": "49922bce", "metadata": {}, "source": [ "## VERY IMPORTANT: this doesn't hold for all sessions!\n", "\n", " In most of the sessions animal engagement is not that clear. So the dynamics of AEP components (which are presumably correlate with cognitive state of task engagement) are not that obvious and don't display such strong difference in dynamics." ] }, { "cell_type": "code", "execution_count": null, "id": "f6d29859", "metadata": {}, "outputs": [], "source": [] } ], "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": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 5 }