entropice/steps/s1_0_alphaearth/alphaearth.ipynb

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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "fc84c2a2",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"PosixPath('/isipd/projects/p_aicore_pf/tohoel001/data/entropyc-rts')"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import os\n",
"from pathlib import Path\n",
"\n",
"import geopandas as gpd\n",
"import seaborn as sns\n",
"\n",
"DATA_DIR = Path(os.getenv(\"DATA_DIR\", \"../../data\")) / \"entropyc-rts\"\n",
"DATA_DIR"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "ba12e39e",
"metadata": {},
"outputs": [
{
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],
"text/plain": [
" cell_id cell_area \\\n",
"0 830018fffffffff 12833.417730 \n",
"1 83001afffffffff 13005.383987 \n",
"2 83001cfffffffff 12607.559405 \n",
"3 83001efffffffff 12781.831078 \n",
"4 830028fffffffff 11818.417986 \n",
"... ... ... \n",
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"2757 8328dbfffffffff 10331.135948 \n",
"2758 832d69fffffffff 12395.223580 \n",
"2759 832d6dfffffffff 12148.179896 \n",
"\n",
" geometry water_area \\\n",
"0 POLYGON ((1038231.032 93001.954, 1007144.142 1... 10600.837914 \n",
"1 POLYGON ((1045152.586 212150.003, 1013846.955 ... 7494.831943 \n",
"2 POLYGON ((1137527.559 33377.972, 1106995.284 9... 10141.598070 \n",
"3 POLYGON ((1144981.442 151688.88, 1114226.065 2... 11075.372042 \n",
"4 POLYGON ((1106470.805 -427995.192, 1076828.817... 2728.182359 \n",
"... ... ... \n",
"2755 POLYGON ((-3904533.281 -1950151.978, -3978391.... 0.000000 \n",
"2756 POLYGON ((-3999658.053 -1746829.203, -4072462.... 0.000000 \n",
"2757 POLYGON ((-4304632.552 -720269.778, -4372252.4... 913.035656 \n",
"2758 POLYGON ((4432070.553 -304743.386, 4485745.557... 0.000000 \n",
"2759 POLYGON ((4400410.65 -426345.057, 4453901.584 ... 0.000000 \n",
"\n",
" land_area land_ratio A00_median A00_stdDev A00_min A00_max \\\n",
"0 2232.579815 0.173966 -0.166336 0.006257 -0.172795 -0.153787 \n",
"1 5510.552043 0.423713 -0.172795 0.008128 -0.186082 -0.166336 \n",
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"4 9090.235627 0.769158 -0.166336 0.026091 -0.172795 -0.113741 \n",
"... ... ... ... ... ... ... \n",
"2755 12479.437618 1.000000 0.088827 0.016166 0.079723 0.119093 \n",
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"2757 9418.100291 0.911623 0.051734 0.039091 -0.007443 0.098424 \n",
"2758 12395.223580 1.000000 -0.098424 0.007859 -0.103406 -0.084214 \n",
"2759 12148.179896 1.000000 -0.103406 0.002158 -0.103406 -0.098424 \n",
"\n",
" ... A63_stdDev A63_min A63_max A63_mean A63_p1 A63_p5 \\\n",
"0 ... 0.018647 0.228897 0.276140 0.256590 0.228897 0.228897 \n",
"1 ... 0.021743 0.192910 0.259900 0.232716 0.192910 0.192910 \n",
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"3 ... 0.017219 0.228897 0.276140 0.253232 0.228897 0.228897 \n",
"4 ... 0.049976 0.172795 0.284444 0.195568 0.172795 0.172795 \n",
"... ... ... ... ... ... ... ... \n",
"2755 ... 0.016595 0.103406 0.141730 0.117905 0.103406 0.103406 \n",
"2756 ... 0.026149 0.059116 0.135886 0.100635 0.059116 0.059116 \n",
"2757 ... 0.029913 0.079723 0.153787 0.120128 0.079723 0.079723 \n",
"2758 ... 0.007772 0.079723 0.098424 0.087812 0.079723 0.079723 \n",
"2759 ... 0.013049 0.093564 0.130165 0.113803 0.093564 0.093564 \n",
"\n",
" A63_p25 A63_p75 A63_p95 A63_p99 \n",
"0 0.228897 0.276140 0.276140 0.276140 \n",
"1 0.228897 0.244152 0.259900 0.259900 \n",
"2 0.228897 0.259900 0.284444 0.284444 \n",
"3 0.244152 0.276140 0.276140 0.276140 \n",
"4 0.179377 0.199862 0.284444 0.284444 \n",
"... ... ... ... ... \n",
"2755 0.103406 0.141730 0.141730 0.141730 \n",
"2756 0.103406 0.108512 0.108512 0.108512 \n",
"2757 0.119093 0.153787 0.153787 0.153787 \n",
"2758 0.079723 0.098424 0.098424 0.098424 \n",
"2759 0.108512 0.130165 0.130165 0.130165 \n",
"\n",
"[2760 rows x 710 columns]"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"grid = \"hex\"\n",
"level = 3\n",
"year = 2017\n",
"embs = gpd.read_parquet(DATA_DIR / \"embeddings\" / f\"permafrost_{grid}{level}_embeddings-{year}.parquet\")\n",
"embs"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "20d46465",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<seaborn.axisgrid.JointGrid at 0x771f3c2ca9c0>"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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",
"text/plain": [
"<Figure size 600x600 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sns.jointplot(data=embs, x=\"A00_median\", y=\"A03_median\", kind=\"hex\")"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "1964ffa9",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"A00: mean=-0.0697, spread=0.0385\n",
"A01: mean=-0.1440, spread=0.0377\n",
"A02: mean=-0.0625, spread=0.0529\n",
"A03: mean=-0.1933, spread=0.0452\n",
"A04: mean=-0.0144, spread=0.0408\n",
"A05: mean=-0.0815, spread=0.0519\n",
"A06: mean=-0.0489, spread=0.0426\n",
"A07: mean=0.2447, spread=0.0506\n",
"A08: mean=0.1384, spread=0.0394\n",
"A09: mean=0.0110, spread=0.0413\n",
"A10: mean=0.0941, spread=0.0655\n",
"A11: mean=0.0247, spread=0.0558\n",
"A12: mean=-0.0717, spread=0.0535\n",
"A13: mean=-0.0531, spread=0.0444\n",
"A14: mean=-0.2022, spread=0.0645\n",
"A15: mean=0.0798, spread=0.0664\n",
"A16: mean=0.0862, spread=0.0489\n",
"A17: mean=-0.0413, spread=0.0380\n",
"A18: mean=0.0210, spread=0.0562\n",
"A19: mean=-0.0051, spread=0.0406\n",
"A20: mean=0.1406, spread=0.0330\n",
"A21: mean=0.0182, spread=0.0697\n",
"A22: mean=0.0057, spread=0.0328\n",
"A23: mean=-0.1239, spread=0.0625\n",
"A24: mean=-0.0139, spread=0.0605\n",
"A25: mean=0.2142, spread=0.0671\n",
"A26: mean=-0.0223, spread=0.0574\n",
"A27: mean=0.0153, spread=0.0684\n",
"A28: mean=0.2022, spread=0.0477\n",
"A29: mean=-0.1456, spread=0.0720\n",
"A30: mean=0.0402, spread=0.0431\n",
"A31: mean=0.0337, spread=0.0799\n",
"A32: mean=0.0384, spread=0.0485\n",
"A33: mean=-0.0394, spread=0.0491\n",
"A34: mean=-0.0797, spread=0.0490\n",
"A35: mean=0.1106, spread=0.0530\n",
"A36: mean=0.1061, spread=0.0510\n",
"A37: mean=-0.0381, spread=0.0415\n",
"A38: mean=-0.0392, spread=0.0363\n",
"A39: mean=0.0324, spread=0.0407\n",
"A40: mean=-0.0252, spread=0.0574\n",
"A41: mean=-0.0208, spread=0.0676\n",
"A42: mean=-0.1557, spread=0.0613\n",
"A43: mean=0.0368, spread=0.0511\n",
"A44: mean=-0.0193, spread=0.0358\n",
"A45: mean=0.1510, spread=0.0448\n",
"A46: mean=0.0198, spread=0.0524\n",
"A47: mean=-0.1534, spread=0.0551\n",
"A48: mean=-0.0040, spread=0.0597\n",
"A49: mean=-0.0756, spread=0.0418\n",
"A50: mean=0.0878, spread=0.0506\n",
"A51: mean=-0.0490, spread=0.0379\n",
"A52: mean=-0.0406, spread=0.0465\n",
"A53: mean=-0.0721, spread=0.0380\n",
"A54: mean=0.0799, spread=0.0581\n",
"A55: mean=0.1076, spread=0.0549\n",
"A56: mean=0.0067, spread=0.0598\n",
"A57: mean=-0.0163, spread=0.0517\n",
"A58: mean=-0.0496, spread=0.0406\n",
"A59: mean=-0.0344, spread=0.0353\n",
"A60: mean=-0.1666, spread=0.0429\n",
"A61: mean=0.0667, spread=0.0655\n",
"A62: mean=0.0405, spread=0.0439\n",
"A63: mean=0.1079, spread=0.0614\n"
]
}
],
"source": [
"aggs = [\"median\", \"stdDev\", \"min\", \"max\", \"mean\", \"p1\", \"p5\", \"p25\", \"p75\", \"p95\", \"p99\"]\n",
"bands = [f\"A{str(i).zfill(2)}_{agg}\" for i in range(64) for agg in aggs]\n",
"\n",
"avg_embs = embs[bands].mean(axis=\"index\")\n",
"for i in range(64):\n",
" istr = str(i).zfill(2)\n",
" spread = avg_embs[f\"A{istr}_max\"] - avg_embs[f\"A{istr}_min\"]\n",
" print(f\"A{istr}: mean={avg_embs[f'A{istr}_mean']:.4f}, spread={spread:.4f}\")"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "1e132a67",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<Axes: >"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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rWBWtyYnYJNdLC+imgVdUqBvVPmEYwHbHQDBFTMEaa0gKcbW4Rk2zCDAgeYgoPspdW71hmgJhxU9A9hCQVeaqdqoQ4F55i68ZPUBJ36Sq1xlV85zfsoi5qXd5cX2Vr8nnqRt2WlIztvmVh//aeqZKHt3UHec8v32Bj69/gmKnyLh/jH9z8CcQ3UW7X9V4w379f//v/z2CIPBjP/Zjb9QlXbxF8Kt/9HKflADWtqv80Uu33sQRWXh6bIxv2bevvy1gyba1gbVMD9YLhBW1v53yB7i9uUG926XcbrNSrTKhjw2eln2hDM8vLHKztMa17RVeWp9jLBRxHHMyk+PltQUuri8zs7GCqAeGxtfqeChUVRqNIB4jSXlgfRHASnObcfEUGf04OfMoYab6pARQ1ztMBe31RyIimiFR7jZZaZZ5UN1gIuI0rI16VO5UNrhbarBcFdAMZ3RjYFJr7yIsniAs7WeXfz9LTTvqLHeX2ReacnynrtXZbG+imRqP67O8uPUSAF2jS0tv4+KrD2/IK+nFixf59V//dY4ePfpGXM7FWwxX7i8Pfba0WX6NI994/NTXfg1/69hRTNOk2unww3/8Ucf+SrvNc/lxKlobAQh7VD674BQQXFla59mjk5iCleLaKGkMri/SMUgEfIRVFc0wEAWBO9VVxznOr65yOJditWO5kue9KS5sLAMCHcNgoVbmucwuHrTu9r8z4ZniTx/Zz/Zg3JmGA9B1AdHwEVZUkmqQexWn6/m14iJnR6YptpvUum3GIz5ulG1p+/XiEik1xEbbko/LoshKs8LFbStKHPVH2R8VQbDJXKDKnuA+TEw8gszt6m3HNV/cPM9vzv4xVa3O/tAu3nv4n/Zbhrj46sDrTky1Wo2/83f+Dr/xG7/Be9/73tf7ci7egvhH3/YM/+yX/7i/PRIN8APf8tSbOCIbUZ+Pp8fsiOfvHj/Of71ypb99OJ3ihcX5Ps+okkTKH2CjYUeApyfTXNy+398+FhkHp+8rggS3ti1RhSyIZEMh6rVSf79hmnQbYcymiFeWCSoRdNPpjXejsMXJ1B4E0cQwNW4tOlNmt7e3eGZ8knutOQCSnhC3Sus09S5Nvct6q8apxAQzBZtYdwXTXNi0iWg8HHKcs2vqTPmzZDwpTMEkqIhcKNoR0lKjxOHoU2i8Yn1gCmy2VZaaliTdK3oIKSGqWo/YBJnH9U2qmvX87lYf8cLWRd4xchbN0NFNHVXy4OIrG687Mf3QD/0Q3/zN38zXfd3XfUFiarfbtNt26F6pVD7P0S6+UvDOY9O84/AUW8UaCAJ/+z0nCfrUL/zFNwE/9uwztDTNKtQbJhfWlxz2Q21dZ28iwb5kEs0wkESBa9odxzmulRc4lhzn0XaZjqGzL5HkyqYtoNBMg7CsWvYSvXOfTY1yYcNeP7VWrzEai7LcLPU/2xtO86mBNVanYxOsNpzk1Wx40CsjBBWFlBJhWXeKO+6X1jgaGaNjajS1NtWWcwHune0tAl5bdJH0hHhlfYWWbq1lmgjGEEyhHx0CFNo+RoNH8EkikhDg3IDgomV0mFQmEVDwSkEiSpQrJacg41Prr/D+2Q9T0WocCO3i37kR1Fc8Xldi+uAHP8jly5e5ePHiF3X8z/zMz/BTP/VTr+eQXDyBeLxU4MLMLLpupXuu5hf5xmcOvMmjem2EvV7+r/d8fX/7Fy+8wi+cf9lxzPefOMM7JyYBS279bZ9eZaFuiwhUZKr3dfQSSEj4Dc9QtXejUedwN4MoCciy1JejvwrNNEjLMdKhELpgWA0INxYZZMk71VWiqrev9juezHJ1y0oRljstlutVDmVTzLXs9N20b5SXF15N/5kczYwAdlq10m3z9sQkXTpIAnQ1iQXdVu3N14o8nZnkVtVypAjKXjo85malFxEhEVUilLoDi3ZNDw9rHWCbiNJBFVXahkV8HkFhrrHUj6DuVB/xUmGGtyVPWyM0TZekvgLxuokfFhcX+dEf/VF+93d/F+9rqJteC//qX/0ryuVy/9/i4uIX/pKLtzRM0+Q/vf8TfVIC+Nhnb7G0XnrzBvUXwD88eZrxsC1c+I59B/ukBOCRZP7l4W9wfOdwcxerJTuSuT63ziFf2nHMWCfKo4UiD2a3ufNgk0jV59gvCQLFxTZXL2xz43yJmxdKjMhOoYJpQKTrJ0eUXZ4kMsNrhRQtwJHIKPtCGfYFc1wacIYAgUpDQxwgu8OxLC+szXFubYWXVlcot4fFCaaukJTTTPvGOB7N0zCq/X0aOiOq3QRRFVXmB0i73K0x5pskLCVJKhPsDe7pk9Kr+PTGi/zrGz/Oj135QX723v/lcD938ZUBwXydftWPfOQjfMd3fAeSZP9n0HUdQRAQRZF2u+3Y91qoVCpEIhHK5TLhcPjzHuvirYlipcFf+ZH/h642UA8x4dnDk5TKTTBN/srXH+Xbv/7YmzfILwKGaaL3hAuSOPy+N18r0DE02rrGT/7ep7i/7iwynZ7K0w3qCAJ4JYVzV4Zfyk6ezbClNegYGjk5wqWrToHEsck0M565/vYp7xQXF+0UYSrkpyTVaev2sz6STHOjV9vySTJ+xUOhZUdniihyIp0BwUQSRIqdOo92NEY8GstxvWcGOxGMsdQoYvTWMnlEibPZOnWzYI8rNs5S/S4BJUpQzvPiltNNY49/H59ctqK40YCfaGARrScxVwSZnFegppf6x3//1D/mbOKZoefl4snDFzunv27EVK1WmZ93qpO+93u/l/379/Mv/sW/4PDh4c6ZO+ES01cHfuG3P81/+9PL/e1DUxnu3rPf3KNhHx/+5R/A5/3KWHh57vEC3/tbf9DfDngUfB6FrZpNCPvTSe4OkNdIKEBFa9PsWjWfo/kM15cHoxuYHonTCLXxeWRUWWJ+q0Z5YNEuwNt3jbPdrdMyNBJeP+c3neaxp0fyXNq0lXxPZ0Y5P7DA9vRInqtl53cORTMs1ctEPV5ygQjntmYd+59JZVHUx9T0MiNqEFlYRzOtmpRpgigc5UHNIqeA5GOxFKQ20PPqG8aTFLrz+CQ/eV+MhcYVx/mnAvtZb4xQ6TaIeYL8pxPf466DekLxxc7pr1uNKRQKDZFPIBAgkUh8UaTk4qsHf/9bz3L1bq9ob8LWhrNgX6o0+bMXbj/xUdMXi6enx/m24wdY2C5jGAY+ReHcrDNCanS7xPxeOppOs9slGQmwvmantK4vr7E/PcLddcs+SBZFWl6NhaKdNjuTy3NxxSaZoKJwZ8W2TxITskNgAZb335FgDo8sIUsC17adUv6ZzWX2xJM8qm4hCHAykedywTqm3G2y0aoR8/gdPZtMAS5uSEAcOZom6lvqS9YFAcJynXF1P5gyHkHljvbYcc1Cw8+Vohcw2BNuk/SLGNip34cVuFuxRRx/unqFb8qd+gK/gosnGa7zg4s3HZeuz/Pwvl2AP7w3ayn0egj6Vd5+evebMbTXBbdW1vnotbsYvWTF3nRy6Jioz8fCtiUQMMGxqPdVxHxejmRTSJJE0OfhUzsilUsry5xMZyl32jS7XXKhMJdWbaJ5UChwanyUmbL9UhAlwI01+7c4O53jYsGOkLySTKnZRdI9xFQfgulMxzf1LsfjeQqdGtVum5Tfx7WSnTm5UVrnG4NHqBs3+p9t1PO8sGZFf4ookfaGWO+11Yh5/Nwu26T9oFLjSPwgy62bqKJKWp3iT1ZKjjH8zuzz3CttUe0tJv6Jw9+CLLpefG8lvKHE9JnPfOaNvJyLtwCq9Rb/9weed3y2uV1DEgV0w5q4f/Dvvp1EbNj54K0CwzRZLJXxSBKiKPBvPvLnfVICuL++xbHRDNeWrMk5qHpYLJb6+wWg09EcDQoz4SCXF1cc9aI94wkeVO1azu5onGuLa/3v7HSXABB1mRPBUWRJwi/LPL8j/X5nuUAqGmCjZUVrR+LZvnfeerPWs0OSaRlW6k1EYKXc4GHRItVoevh3W6yFmAydRBBaGIbKJ9bslGTX0Ml6Y6S9EWTBGtO5gTVgAGuNEJudKJpp0NT0IXdzrxjktx6/2N/eH87y1yfPDo3DxZMLN2Jy8Ybj41fu87GLd+hqOgFTolh2SqHrjTajmRjtroZpmOydTH+OM7018PtXr/N/fvxT1oYJh0LDEZJHkhgJBVAkiVQwwNUlp7BhbqvEc3vHaWs69ChqreJMeaotkZwvREPr0NS7aB2DwQLyzZV1En4/hV4qL+RReVjaotiy61C7o3EelmyVXFz2s3m/jmp6iQS9lMPOmtVWq8E7s1OUuw2aRoeEJ8hLi3ZUdn29wFNTee5WbQm6JHX5zIYVlUXkEKoo0zbsmpIgCFztpQdDskpQ8fatlIKyylb3MZppRZDr7XWOx/ZzpdftN6XGuLptr+UC+OV7nyRuxml0u9Q6Hf7q/kOosjv1Pclwfx0XbyjK9RY//d8/Sanem+BMk6MTSR7P24X+6fERrt+1J7f3fehlfu4nvvONHuqXBauVKv/xM/bbOwI0RA1REPpR066ROBfn7ftdKVUcERTAsfEMLz62U2q7R2zJ9asIe73cX7AiJlkU6Sad6b9mV+NsIE9D7SJKAopf4vmVOccxoiCgChJtQ0cAAm2F1V4asVhtES94YUCDEvF4ufZgi3LT6oVxPPcaBe1GgGP+3SAZhLwCVyv2guOyVuVkch+vbFhRWNYX4cpA6rCqtXkqNk5dr+ORZEa8Co+a647Tq1KHfZEIbb2DV5SZ3bEuP6fG+YGP/VF/u9Ju849PuRHUkwyXmFy8ofiVP3nFJiUAQcCIiBzYlUEUBTyqxJWbzjfec1dmed9/fxldN+h0Nb7xnYfYNTHyBo/8i8dP/fmneWluHlkUSYeC1Dsdx/7ZSpGn943R1XREAQQN2HSeo1BvcGxXFt0wMHST+VLJsf/h5jbH8xmuLq2BAJlQkJsr9oStGQZpJcAKthhiXzjB+ZsLvJpFTEQDqBHJkQ6Md7ysPoCg7CEe8rPpda4herRc4p0nd1E2m7R0jaDhY6ZpE+jVlTX25JM8qFsvGqooMb9R73frTQY8hEcV2obd9dYUGxyJ5jAxCcgqq02nT6Ju6tyvWvc2ogYJ+ZS+qk8wRTY7VdZbr0Z5JU4lDnCpYP0NSYLAyrJTePzLF8/znfsOEvaq1LtdQh4VzxdYuuLijYVLTC7eUIwnh+scQUPhZs9sVACyqTCrG/Zr7/5daX7zQ6/0t2/eX+VX/93ffCJX/L80N89vX77a376/VeBgaoTbGzbznJ7I8/KaXdCfjEQRBBhcuJFMB7kwIFQ4OZKhOD9A6CaYbRO1K+LzKGR9QSu1N/BIbi2v8/bxcTTTwBRMauW24xqFUp2TEzle6bVWj8leFu9b5qsdTWetWOXEnjznBpR50yMxXry91E8Rnh11eucBZMUI8aAfUQZVVvjMwlx/31a9wwllitttq26kiDJL1Q5Ldbs2tjec4n7PTDbvj3KjtNC/r812jb2RvZT1BVRRJeVNcKVkt60H6OoVDkj70A0TCYnz2ysMPhjNNPjmD/52X534g6fO8uPPvn3oPly8eXCJycUbir/+tmP8/mevsrhlvRXvjse4dcue+EwgFvH3icnvUygUnW/tN+6t8JlzD3j3M3vfsHF/sfiVVy4MfWaYJqfyOQzTRBDg+qYzFTVXLvHs/lGW1kt0NIORcICLq06Z9nKrhiKJdHsOGcezGW7MWZFKtdXm+sIaRybS3Fi3z306l+fCfZsAT03mh8Ym1sG/LRP0epgMR7mzI012/dEqTx3O09Q1mt0ubdlZt7qyuuIwrU0HAlx9tEKra0VhI2E/iiLRNeyorFzw4WvvJagqjIQ8vFh3euOFPSJfNzYCGCiCl0+uOhf06qbAWqsFtOgYEiJO+Xi7nOb8sl2jO53PMzOwfTSV4cKKHZW/7+oMf/vwUUbDwy9NLt4cuMTk4g2FIku88/A0Fx4sousmI14/awOuAABmUyPYMOl0NMyqjjzttOPxqQoH97z5HW5fC99z6gTnF5ypSJ+iMLNsuxscHk3tICeTVbHKnN8ia09YghoMMkCl1WJyJIZumCiS6LAJehVaW+d0LtfvlntzwUkyV+ZXGI2HWdq2SH9PNsGlXtv4cqPNtcY6pyZtwgM4Opnh0kBbksMHMwyK0ru6wd54gtFwGFkUkXXRYTa7WWlwal+Wc73P4l4fdwoFqh3LykheFxkdjbLeLfW/E/LVuV+36kyyIJH1pVht9lKBapC5pt0KfrW1zbHoFLcq1mdJIc9LyzuIv17kyEgKWZSQRJGb686FyR1d5+OPH/J9x921T08KXGJy8Ybi7tIGv/f81X7hf0Eqkk0G2N6y3rg9skRlvUa3J482dIOYrDCoUfvev/YM6eST6QTydXt28a7pKS4vr6AZBrsSMa6sOBV225UmsiCg9Z7B6YkcFzbtyXyuUuLsxBgzczaZHUmkmZm3t/ORsENSD9azu/LYPmZXKs6jDWcHWp+sMBLy41MUYiE/FJ0vBSXaHJ3I0tV0dNPgzpaz+LW2XMGjSnR6dakDIyO8NG+LFaZisV5jdps45YZIVgsR8auko0GeX5vr79MMg4Seoio0qRttjibiPKrbxKOZOofiQSa7YSTBWkd1tewkHkXQmQj4aOttPLoOOzwBx0NRrizaZHQ6m+PS6oBVUyDA3zh4BBdPDlxicvGG4j/94fOONTxd3WB0d5KxkSgC4JdlZl5w1gyWZwscnk7S7erousHRXdk3eNRfPDq6zmK5TKVnbjpIHK+iqXcZiQXQTcsVvMvw4tma3uLUaM7y3hMEZh7sSO2VK7x97zhbxTodTScZ8juIDBiKqU5M5JiZs89TqDeI+LyUB+TiCcnH1UfWeSRRIJkMUu/YQoVCpcGJ/Tk0TGRJoKbtEHYUi5wcy3KtRwSTsSgzSyvopkmh2mBhs0Q2F2K1bosyZF2muODBK/vpokJi5/Nq8aBujTusBPCJHpqGdV1VlCl0Vyh3rfM1mOfZ0ad5ecmqUSmixPKAGwbAbKmET5ZpahoSAv/s6ecIeNweT08SXGJy8Ybi8ESGSw/t6EAWBDZnS6yu99JYikQiGWR7y16js3dPhus37FrJr/zaJ/nlX/z7iOKTJ374jfOXeFSwo5TbG5sczaS5vma/5Y+mw1zZtKMozTAcEZRgQrcFl7ZtojkzkePKnP0dryzzcLXAZq8lvfQaz6LYaDG6K4YiiKiizHrRue6p3u7y1HiGYrtFS9OIyCpX79vX1A2TEZ+flYo9sZ/YnefCgk1ux/I7Uqom6JpBwOMh5veSjYSYG1gsrBkm454IiiRSaDZI+YPM9IxmW5rGtYUa35jfxcOWFTVNBXLcry7xKs1WunWOR3dR7pZRRZkRr59blVuOIYyMrPFO7wgIOgoKn7zpjArbmkai7qVUa6EZBlpt+MXAxZsLl5hcvKH4/vec5Y/O36JYawJwJp3lxhWbqDpdneTuFAGfB1kS8QdUbt5y1mzu3Vvl6rV5Tp6YfCOH/ppYL9f4lx/6U8Aih8VudegYURE4OZlFFARkUeTFDae7wkqtyjsnJ6lqLQzTJCx4efGx0zvvYbVIPOCj0myjGQZHU2kuD0RRjzeLnJjIcmXeJq90LsTlkp3COpHKwEDLekmAzbUa85uWEs+MD6cHFzfLHB3LIIsioihwZ9spRLi2vMbebIL7vZTgiXSW6wvWNeudDoV6g7jPx3az2f+OhsnSlvWcgn4PO4PK0nqEiew4bV3DJwbZGfuJQpuyZj0fk/iQ+EETZWbNO/0a3cn8US4v2zZLRyIprqzYBPxLn3qFbz26n5D3yWxO+dUIl5hcvKEIqB4ORhPMtbbpdHXE7vAxMgKLi1bUIQiQyURZXS319++aTnHs6PgbNOLPj5/+6Kc5P0AiB/IphzGqLAqs6VWWSrb8/UQ6y5V1m0DiXh9X6/PUdCv9l/VEUESR7oA/XtjrYTm6iY6BhEjXdKbQAHTR5MjuLBICXo/MZ7acBHhlc40z01k2t2s02l32JxLMPLQn6JXtCienclyetT+byMe4smiP9dSuPOfXbEJUJJFOuUukqRD2e1F3eud1NY7lshTqDSrtNiPRgOPeb21ucnBkhNubVi1LANqBTRYrFrnN1zcZ9SdYbVnEN+pLMld/aMvHO9vsD+3mbvUhYDLhG+fC9iqDZGZGVjlSyyIj4pEkrt9z1vyKjSY/+4kXkBWrdvbUxBjfcmjf0PN18cbBJSYXbyg++sJNLt22J/Jb7XWiYR+livVGnUtFuDvQi8g0IeB35v9/9J+8B0l689saXJlf4RO3nfWwO8sbPHtwjFIv+olGvLy45iSI5WqFlD9AS9PoGjqTqRDXanYks9opc2Z8igu91J0AqDEDvWkRlY7Bgm8bjyLS6VqfqYrEUqfGWs1O1x3Op7i5ZUcKSa+PB1uFfs1IV4fTf82OxonJHJIooHgkXpxztri4s7hhWRP12mmcyGaZ6a1Ba3ZqdDUdryzTGmhbsVmr99ObI6Fh7zxVkjidy9PRdaIhgcfYLVAMIKXGyfpCmKZJQJa4XXWGWB7RJKpItI02kjjcuDDWSPHyQzvSO5RLc2tgMXIqFODDN271XwT+5M593jY9QdT3xTU4dfHlh0tMLt4wGIbJr/2hsw15s6Nxcl+eRq2NYZiEVA+F+850Uauj4Q176XQ1NE1nWE7w5uBgLsVYPMLitk0qI6EAl7dWaOrWxLxPTgx9L+7x8WDVrkOJ+jDJmn6NifEAiiARVDzcqDnFDxutGu98ag/Nmo6pm3hlZSj9V6138MkSDU1DQGDCE+V6x07tXVlbJRUNstnrpisJAvV2hzu9tJdJzxh2w67R+DwKjVaHiOAh5Fep1Jzeedu1Js/um2CzUafa7pCPhBw1qZsr6+wfTXK3aP/GlXaHR0XreYzrPiS/iN7zwhMQqGqbbHSsMflFL37JR0O3XmSCko+FxhwtwxrHSmuZU/H9zGxbxOM1vdy+ZacRASrNltMQNx5mdaClSKXV5pdeeIUfePYMumEgiyKpYHDoN3Lx+sElJhdvGERR4GtO7+ZDn7zW/ywVCXLlxiLd3oJMRZEYSYUobFg1CBMQPBL15qupK4Ff/PVP8mu/8Pfe9KhJVWT+9296B//kdz7a/yyZDrA0IDK4t1Gwaj8bVvQjCyLNhuY4z/JqHTUm0zatz6MeL/fKW5Q79qR/Nj3KpS2beEZ9UT67Pt9/yx8PRhAFHPWaQFCm1mojCgIBxUOp7pygu7rBxMEYGYKgQaDr4dwVO0IS6NklDSAbD3GjF23U2h32ppzE61cV7mxuslW3XBXSoeEJPS75eDoziobVi+qFRTuiXNhq8vWTu7jTtvorHY6MstSy3cUbRos9oX3UtBaiIBH3iNyp3nScP6R0ORUfxTANhHKYP2s4zfOqrTaZSIhmp0tX1+noO24SuL25ybO//v9Y96QofPL7vtclpzcQLjG5eEPxD7/jWT516SGdrobqkckGgtxesQUD3a5Oel+GTCaCIAh4vR7OX3b2Gbr/cJ3l1SLjo8PRyJcT27UG3/EfP0C50UJA4P/3Dc/wA1/nNP8MejwEvR4kQUQSBYrd1tB5Al2FA+oIoigQUtUhV4eNep23T07RFHoSaEnihXXnPd/Z3uBwLEXb0OnqOkrHS9ewCXChVuapXeNcfmgRoEcWKUhWFGCYJpVOm7GRKOaGvcYoHvJxobVIvSf5HvEGUD0S7Y7t0iACfo9CUFUJ+TzMFpzrou5vFHhmaoxCvUm90yGdCHFxyb6/y0srjMciLPTaYHhlmblCkY2aNbZ8NOwwtAVQdJgKQVtvE/K0YdCJyYS1ZocHNSvyG/NbfyeDbS+2WhqzDavZoCnC/vxJ7i7b4941Emdmwa6jNZtdBNNqaAjWGrFL6/Y9NLpdfvGVc7z3678OF28MXGJy8YZCN0zaHY1as0210WYyFnUeYJrUi00ez1rFcFEUyGejLA+IH77x64+87qQE8HMffYHt2qtRhslvfOI8f+X0QdJR6825o2n82z/+FLWWLUTYHwkyPyB+GPH5ubG43m+JDlgCg4EFnrvTcT6zZndtTfuDKIJI17TFD3tjCa6VbHXi8fAEFJ3jlUyBXDiEKsnEgz7O1ead3nmldd55dIpmq4ummUhhWB1IQ2626jx7apwbr1iTviQJ1MwujY71b6MKp6byXBpoa5GNhLjyYJmuZo01Gxv2zhuLRvqRk0eSeWnWjpCWSxVO7spyac16HhGfTM33gJpmEdeD2ixjviyLPaukCf8EN8v2s1tslHlHai+z9fsoosKYb5LzA95+ggCxPdvs10eQRAGvrHB5wfliMF8o8a5TeTreJghgNBUWHjqNZD929y5i0MTAxDBNfvDI06/Z38rFlwcuMbl4Q/ErH36RWtMuUN9cXicW8fd7Mh3ZleXODXviMAwTr1chGQugKBJeVeYffe87XpexPV7f5kMvX8fExDThY5duO/Y3Oxq/+L9eJB70IwgCLb3L3JaTHe6ubPKO4xM0e/2FJF3gYtE5Ea5sljmUSqEbBpph0PZ1GDABZ71R42wmz8WeuWrYozLfcK7FWWhv9heJAuS9Ya7NrfcdGWaLRU5O57lcsa99MJ7i+YIdiZ0Rh73z9IBB9JSXgOghKQa4fM2pYLu2sMqR0TS1Vodqu01MVtnQ7MHffbROJGYv2k34fVxdXu0LLqbisaFrKoLIgVQSn6wwPdbkkeb0RoypUQwziGYYeET/0PeLLR+L9RAgoOxwfQAISgFeWbMdLCYTMeYK9u82Gg9zWb6J3vMhHA8ne60HbVbfn0/ygXu2KKOhdfjP7/jWoWu5+PLAJSYXbxgarQ5/8vIdx2fNjsb+/WmkbQ8dTUf2Dk8sAVVhbsOe/BYXt4lFv7wdbU3T5N99+JNcemRHJSen81x+bE/ssYCXT954RL1tRUiyJJJNBFkdaNi3d3yEzw7UTPYmEkMWPROxGJcG3tqPJEaY2xn+9A5XJZm46met7UyhFVoNnhmbpqlpiAioDQ+v6E7nh+1Ci30jSbqmQVvTKLWdacaZjRXGwhEWe4rAEV+AG8U1GnoXdIBNTo+PcXvBVvbtTSe59Wi9fze5UWfdpdnReCaTp2FomKYV8V6Yt5/p7HbRatexbEVlyZCfK9trNDWLuOZqMvsOqrQM6+VFFT3cKm1Q7FgvLn5JJSj7qGlWJJv2xrhVmes/sHvVZQ5GRnlct64ZkYO8/Lzzvn0e57SX2G1QEOzodKG5xVMH9nDujvUykAuHuFR1Cks+8vg233/oLIcTb+0mlk8qXGJy8YbB7/XwV7/mGB/8uP3meWA6zcwje0ItNpqMjYTY2LSIKOD3sDjnVOn90i//Ob/6y9/zBcUPhmGiGQZg4nmNjqXVZpt6q4Nhmrx8b85BSgAPVrcYS0ToaFYUko4GuT5vq9o03WBE9dPwdjEMEwTYFp2T4P1CgZPjOa4tWJFHwu/jzvqG45iVuRq+mNxX8u2OxvtCh7auMVct8lR6jJmiTXjH4nle3pjrb2d9YWRRQBtQP2RjQc71mu6ZmOxJONOfhmkyFo4QC3iQBZmQ7BlqHLgdrTNRj1Jrd+hoOsVyw7HctdxoOxRuE+kYL8wv9GtGhzIpdkIJSEyMRwkoHsJe1SF+KNQ1Rsx9lOXHeESFpCfDy1v2mBp6m9OxvbSNLgICkiCy3hokdQGv6GN/aBLTNBHKMa41S47rF6oNJn0RdMNAN02qvjLsUJmr0S7JAzVMTGJeiaWFVzsHW5AE+KXZX2P9rvVbno4d5icP/uDQvbr40uASk4s3FD/wbU9zf34DQRTweRQe70iFdXWD3HSC7EgY0zDxexUuXnQKAVZXy9TqbSJhp+v4IP7f5y/y839mdY4NqB7+1z/9Hscamq6m87f/y+8zt2Fdf092uGaVCPpY2Cr3J9mxZHToGK+k0NiyZjVREAimhte+KJpABA+yKJL1BrlZ2HTUfraqDU7sytA0NCRBwK/KPKo7yfhhaZtT8TFMwDANlmpOh4nVZoWzBya5ca9AS9PIhoJcrtqELyAgmoLjOwcTI5wrzPJqW6uIx0tQ8VDr2jWznBbmam9BrCpLaF7ny8DSdpln90zQ0TRLZCF3MVo2Od5a22BfKsm9Det+JpJRzq8v9R3QY16vIyUJUGtKrMltoI0iOFdgi4gsNTdZ65FR3udsUy8LIhvtTbY6Jeu+hQXGE0dYKNjKvFwgxM1HA92BN0dYDZf62xOBJJe35/tkO9/Y4qnRac4t2S8U37A3wkrbVjBeKt7kduUhB8O7cfGXh0tMLt5QhAJefu1f/fX+9q985GXe9z/P97d9iszSrTWKRSt1IwiQz8dYXrYJ7Lu/+22fl5RWS1V+9VPn+tv1dof//PGX+Om/+p7+Z//1MzN9UgJ4sFrg6ETGERGJouhQi91cWCMe9PUFEfGAl3uL9mRlmCaJusoc9InnQCzJlQEnhVKzxcnJLJdX7drNyf1Zzm/ak9yIz49XkmkNyJh3hRKcW7YjurPZPBstp/ddS9OpezqIHoFA1EOnqjkI8OF2gWdzVuNAQYCa0EAYCPDKnRZnk+PcWN+kprfJKiHu3rJrM21N52AyRqFmy86PjWd4+YEd8ZzcPVy3CoQ8TEhR/IqHYEDh4YBCrthq8czoGFfWVmlpGgdTCZakK/1hP6zNMx0Y5XHd+l0ORSa4UbZfVJabWxyOTDJbX0MWJPaEUtysPOjvN0WTif0anvkEgmDV665eW3FEfdcuFDj9TXtpm7rVgJHO0Fq5uljmqbxlHiwIJiXhxtB9/t6jj3M60EEQBFRJ5n+b2v1ENrN8K8AlJhdvKr73G8/w0ZdusVmuoSoyJ8JJbg1MdKYJgYDK3j1W6/Vg0Mt3fNvn75vzB5duOlRwAB+/cR+jpaMbJqZpcmdpY+h7oihwaMyqGaiy5CAUgFZX4/R4nmqwhSAIhPwqL91zujrcW9jkXQfHrBSiINBuD6+R2a40OD2axzQtkfPtllNgsNls8GxujMVGiY6hE/P4uLixI824XSAge/pS7yPRHFcfrAMCBib3CluczOe5vGXXsk5nRnllxa6VnM7mhsZmrkl0Z8GLSioV5mF3yzGJ315a58yuUStNqhssFkqO79+YXSWdCrDeaxx4MJ/iwoCFUaYdRBbFXorVQiSxxpH0HTz4mAjIXB4QxAkCRJQQIx4dzdTBHK5BqmKLgGLVg0RhWBXYNHzc0Kzf22fKJMJeyhWbkSfG43z6vv33cHY0Y+nkBxBTwpwbSKV+a2KUx40HjmPuLQT4neX/1d9+/zd/J++emB4aj4svDJeYXLypEAUBnyAidEy6nS68hgLXqyoOd/Gbt5Y+r1fe3zh7hN96cYbGQLuGQ6kUH5u5298+POYsWquyxEqhwkbFVoTtFD9Mj8Q5f3u+355ckUQy0SBrZTtyOTGd49Jtm0R25xIO7zyAkWCAy4/s8x46leJS0Uk8pWabxZKVrhP9EtIOo9Jap8PuaIKOoqNIIp6ux3kRoNpoc3ZkzHJREOD6prNB3szqCtOZOHMNK4I55Mly5b51jAnc3dji5HSGG4/t7x0Zz3BxoBZ3fDzL9sDC3a6hk8j78ekKfkmx0ocl+5prtRpPT+S5ubFBtdPhzGiSbeUVBKBLk/nmQ6JKiFLX+h1iSoTL2wt0TavOV9c6+CUvDd0ilt3BLAvNh/105Gz9EWO+MRabFtHESPPynB31NTWN/P4M5Qurvfs06aRMxxgvLa+zdyrBqmaR3Zg/zoUNp7LyyrpOPCyh98aV1Pfx58vO3lX/8dwLvHN8CtGNmv7CcInJxZuK3/uzGZY2yv0pdWZtjfF0mI11qyaQzUaH3MV/6Zc/wa/9yucWP4yEg/zg1zzN771yFUkUiKgqVx87o5+bi+ucns5TbrattS4BH+cf7HD0Xt3iQHakn9YxWjoDmT26ukE6HMLn9WCaJrIkcm/H5PRwpcDp/TnuFbfQDIOxWITLC86xrD6s4kvZ4odTI3lmNu2JcLVR5Wx6lAub9vhOpvKcX7e3M/7QsPGrqjoWu+5NJbhXHhifAKIuEzaDBBSFkODDMUMDNaPLickcXV1HQODavDO6Wy1XHY7kR4/keXnAoWJvPOlQJQqY+HNzZOOrjJoyU1GFuQFDiq7Z5WAoy1bbSolh+pmv2am7mtbi2eReuqZFTB6pTcVeD4wgQMITQxFCGKaJVkmgm05CLugNdmcSlmpQEbhTcyoeDdMkISYxFQWAhBzmPs606XqjyfH0GJrZQUCgvBEDnA0M729vsVarkgs9mU0tn2S4xOTiTYNhmPz+gEIPrH496YMj+LMBNN0k7vM6nMUB2m1LBScNZ3X6mF0rsF6wIo6yqhDyqZTqdvom4vdyd2Wzvzh2bzY5dI6pZIwbs/akdmo6D855GVkUmO/VTEQRMiMRGm3n4sxavU2j3BMU+BmKoJrNLnkhRkvUUEQJwRx+w95s1jmTGkVEQBDg8qaT3NYaVd42NcVqoU5b10n5A1xecw7W0EzHtc/k8n2yK7ablJUWIZ+HatMWP4RMhSu9zrmyJJII+FkfkMeXWi3yZ6KICHgFmaWG897vb29xJp/jzkaBRrfL1x6NMN+yLIR0QeNudYm4GqChWxGSLMjcLpVZalq/3b6Qs2YVlL3cqTym3ouYpgJpTJN+xOQV/FzeXqemWftVtoh50xQHmiEGijIP1+x1YSfO5Hi5OOAQn0xyoWKLQhbrJTLeEGstW3DydeNxHtXtdW6BQBNFjNM1bJb8B8dOuaT0JcIlJhdvGkRR4Lu+5hj/7x/ZQoV0LMjle8t0exJtAZPdozGWl2yhwg//0NejKJ+bla7MrfCRgcWx9XaXveMjjqhpKhXn6kDH1/urWw7xg88js7zl9Fi7vbROLOil2DMuncrEuTIgdTcMCO3ohHpid45LS/Yxj9YLnJjOOtqt792T4vxADane9aPKEm391UnOJOjxOOpMZ1Kjjm1ZEFkoVFjstdfwvoY8vtBosC+eRBZFFFFidaeHXLfDsf05ylttWh2NpOTn+v2Bhoa6QTYWchDTnuNJXinZk/qZ1CgLFfu8qiTRScwTj2+TQiYY88DAZVtGh7x3L12zRtdo4ZWiPD9gB3SvuszuYJaHNWsce4JpblXt1uuz9XXOJvZS7q4jIqEKozys2rWgNh1OTIRY3vIjCJCUAlx7yUnqD29scuhYCqMXG+sBpyhEMw3ygSh+RcU0TfwyLLed9aW6UOTtU3u4slxBN0ziPh8/eubZod/AxRcHl5hcvKn4+990hk9ffki93UGWJaIeD5sDi2lNBKITUU4en8TjkUiNhDl75vMXlP/s+v2hz1ZLZfbmkpimiWGYrJWGG/qpisx4OgpASFW5O+tMzTQ7GgcmU0SqTQRBIBUOMLvmTAMtbpQ4PJ6x0leCQLUz3Iah3dI4PZZHECxyfnHDmULcrDV4++5xtrsNdNMgqvp4ZUdzwYflAn5JsRbDAqfio1x4bJPIo+I2JzM5Lq/Zk/BkMuqItE5lcizW7QhHRGCpXmGuW7KseYLm0OLg1VKVvbtTqJKELIq8UnG2xbi8ucx0LM5cqYRhmjw9lWDWtBRsGhqPqpt4RIWOYY3bJ6lc2S5QaFsqzGPR11j3JMoogmTVmXbUawSgrlfY7Fi/557A8PfFYIWaYZG4R48hSz403U55TqZjXNha7UeSTydSzLWccn3DhEdlK8ryiCJnRv0Uu87osNtoU1+17ksLGohDze1dfLFwicnFm4pqq81cq0Kjbf2HPjM5LDf+G3/lNG87ueuLPuf3vfM0f3DhJs1XxQ8mJAJBbi/aRHNkPOMgp0TIz/XlNVoDar7T0zlHRHR0MsvVgcZ6y1tlRiJBNgfED/smUswMCCb25pOO9JkJGKLJzKx9zMn9WS4O+L95JIn71S3WGtb4soHh+pEkiEiCQFD24JElOp3h9uCaYXAml0dAQJUkPrvhXA82s7bCoXSapXqZerfDqcQo51fsKOxRZZunDuW5dct+btFUgGvb9vbxfTkuFuzvhD1eqoEtVLVFWPZhBioOE9Zit8Ezib3U9Rpto0NADHFuoCZ1s7xIyhtlo10CYFcgw52Kvf9RdR2v6KFlWOnGk/ExZhv2i8jjxiMy3nQ/7bY7mOVOxR5fQSpy4vAYF69Z4ghZElkN1h0LbB+tVPGEJDq9tNzecIrLW4u8+iN2DAOfOUoRm5imPbv4n7ftv4ONWp3fm7nGP3j6NC7+4nCJycWbil/82Et9UgK4vLDKWDrMek/88MyxKZ478ReT3KYiQf7R157lT67eQ+iJHy7cdwoobiys8dSesT4RKbLExTnnMbOlIkd3WWtXMGF9w5n66mg6Y8kwqWgA0wSPMiwxv7+8xZl9edZqNQzDJBMPcXHeqfBaX66ihiRrHQ1wfDzN+S07ElmtV3kqM8r5gcgqHwxzbasXIWmgimWH84MIVNot5jZKveGb7MskuTfQBymm+lioFan2FtSaOxfvAN2wwbFjWURdwCvJfHrJGSEtLldRA3bacW8qzI36NghQ0ZtsNXyYgh3oROQA5zdWqPe69Z7Y4Z2nmwbTwRFGA2EEBLq6c1AVrck7U9NoNHp31dzxfZ1dwRRxTxQTE5803C5dTzfZu9+KrHxehRdrznvarDV5Lj1Jiw4goMoiOxWPF9bKfO3Unn40efeGCjQcx/zmuRlSngAeWcIjSTy1Zxy/Rxl+yC6G4BKTizcN7a7GJ646c/W6YTAaCeGpmXQ1ndFI6C+8SNE0TZ5/MMedTWsSDno8RPxeyg371X0sGeHi/FJfTbY/OzJ0nolcnIsDTtpnx/JslpwGo42Oxt3eIltJFMkkQqwUbQLzKjJzG0W2qj2vt9eYmEQZZEFC7LX+7naHo59mt8vRRAZJsI4ZVOSBpdx7565dVKodNMMgqnp5cXGwt5KAuaON/XQ8ykzBvr/b5VUiHpVyL/2oiCIb3RpLvZSVbIpkolHWSnZk4FdkCi2BiOIjrKqstp1ms7O1bb5+dD91o0rL6OIjyFpjoINxaYm4J8h2xzrnqC/GtfK9fqPAPcFRx/lyvhizjcsgWL/bhH/SsT+mWG4Wr34/qYaRENF7UnvRFJmfh6WSvW7p6FSa61t2FHgik+GlVXuM4+Gww3YJ4LnRMDfK9/rbe6b2c8eZbWVXIMa/+uCf9rd/9Bue4we+xtk2xcVr483vT+3iqxaqIvM9X+tMdRyIJ7h+bZG1jTKF7Rp/9KdXefB4/XOc4bXxP6/dY2bOnnBrnQ7TuXh/2wS8XqVPSgB3Vzc5MpbpbycjAa6vOq97a3uTUNC2HDoymemTElikGvc7HSkOTqT7pATwcLnA0VH7OiYm4WyARrdLS9OotNusFeoogi3ukEWB7U6T64U1rmytcH59kdMjzpRnXPUxs7HM5coy12urrHac0R2AaUAYL2k5xKQvxmK15Nhf07ocz2Y4m81zKp3j6fyYQ2WnmQaprH1/JiaekIRmGFTabZYqFdKGc33YeDDMtfIj7lZWmattoeyQ+HcMjd3BHMeiUxyPTZH2+/qkAvCgtsTBSI6EJ0RSDTMWEPukBDBXn2NfaJqsN0XWm0Iyk47vb7UrHItNM+YfYcw/wl7tMEs76ouNmsZoOEw2FCQXCrLUdtpkLVQqnIiNIfeio92REI92LK6dNR6QT9jR2WgwxI3HTlXk+5+/RLU5XHN0MQw3YnLxpuK7v+Y0r9yao93WkAURccP5H9c04Tc/+DKTYwm6XZ1kIsjf/LYzjmMMw+T//O9/zmrRUkQJynCEVem2SadCvYZyAsVGc+gYVZGIBayJNxnws16oOzI47a7GeCSKKoqW7Ywy/N9nq1xnMhVF6NWANqv1oWNkQ+TEeBZBEFBUiee3nKmktVqNd05NUaeFgeUX+NkdjQMfV4qkfUHqWoem1mUiEOdyzZ4IH1QLnMqOcqVnfSRgrc+ptjtUe+7op3JZNjr2+OKqj5mt5b5X3nTYJvNX0TV04mkvAcVDVPVybcM5+c4sr/LU3glqZoOq1iIdEHhUtyXUs/VVfJJCsyfamAqkeGXLnuRPxJ2EKyJS0yrUDYssFNG5sNorqSzUN6n2WmVM+pziBwGBx6UWD8rW733AM0wM8YiXC9WN/nMa90ehPZiWM2kbXbRezOSXJRo4o1rN1Bk7KOJpysiCRKYcZGPZSYCVZpv/+Nnn8ScUVEnmaDLL14253nqvBZeYXLypWFgrcvfmat+T7uSuPAzMwaIoMLdY4MULD/ufHdid5dghO8Xzx5du85ELt/rbiZAfryzR6kvOLZ+3lYo9URwfzbI54PIwmYwxM7vcr7MU601OTme5PCDrPpnNcv2aHYlV6i0SIT+FgYgoEQ1wa8mOtPaPphziB0UWWa1XWS0PjOVQhqsDrgxJv59rN1Zodqz6V3YkhBQV+sanAAmvnwfVTat2I+KIEl6FoogcGUkjSyJBxeNw8QaYWVnl9NQolW6Llt4l6Qs4VHuPK9ucHMn1P1NFic1yk41GHbCe3ZlMnosDlkP7EiOce7TRv9/piLPGU9WanI7to6lrlqJO6zj2X91eZnckwWrLSgkejkxws2I3UXxY3cYnK+hYxDbqm+ZG2ZaPr7VnCcg+6ppFQAfCkzy/ZC8qvt1eZn9mgru9dUxBr4d7bTvqNYGo6mN+IJo8kc5ys2yn9q4XSrxnaoLHjYH2JoE9fHzB/t0XpW0SoRHH38aubJzfXrnSXwsXUjy8+F0/SEQdNv79aodLTC7eNJimyS/8/mccRqnX5lbJZ8Ksr1mpqEP7cty44xQL/Jf3fZJ/+c+/Cc0w6HQ1fuFjLzr2F6oNnj4wTk3rIggQVD28+MA5KV9dXOXZPeN0e0V7TTcwnQphtssNzoxab/AC8PCOM7XX1nSOjiYY1aKYWGufXrnnjH7uLm3w1L4xSs0WhmkSjfg4N+esDxVXasRCPlqaRtfQGVfC3OrY11rdrHJ6YozzJevckiDQRXMop7e1GpJgk1dE8XJvfYty244Q9sQTPNi2a0C7EjEurS/3aycZ//BiUFWUORhO45ElorKPz8zNOfbPVUpMhaPUtC7Nbpea1nZEmYurIgycdm8oz8tbD3j1oOOxiaFrhhQvspDAJ3lp6s42IqVujQn/IVp6CxPYbDtTli2jycHwbirdtiXX39HpXhAgnpc4EU0iAAGfyqdXnNHorcI6z2TGMEwrXVkWhtOi6xUvu0LTmILVVuX8qjM66go6E/uDNK93aXc1BAQqqTYM1Pmq3Q6/cesC//zk69P48q0Ml5hcvGmoNzvcmXXaxei6gTfnA62Fpuvo/uEyqJDw8Fd/9nf62wdHU2zX7DdTSRSYK5ZY7i02DXk9hLwq1ZY9Se/PjfDyrE0iB7PD619SgSBXb9qkeGoqx5UHdkQhijDfrrDYa0+uSCIjsSCbRVsckAj5ub642o9+9snDIouI4mXzcQEB8ADS5NAhyEWJfXoaSRIJqR4uVOccBLDcqPDu5B4aLQ0DE0WSebnsJEkRCCoe6t0OCKArBuZARvN2YdPR9mLEF+Dq6lq/JYWEQC4YYmWg5cZEKMrlRSsEUESRrnfAHwh4WKjyv6UOo4sdBEGn0K4yOPCbpSWSnhBbvXVIp5Oj3KvZ0fFO8cO+0AQvD1gznUlmATsiGvNNcXHbjrCmAlkGQ9aQrHKrtkqlazGW0pVI+kJsNe3o+VQqxytr9jWezucAp6hD0AJ87M6r0bTJkVyUctdpDNyNGGxkrev4ZYnyjl5dAC8szXF3voBPVgh4FH787e8YqlN+NcIlJhdvGoJ+le/9lqf45Q/bEc+R3VluPLTTZ1cfrzA14Pzg9Ss8aDkXNpYaLUe0cGx3josDHWKrrQ6nJvN9QYQkCA6SAri9usGR0XQ/DTc1EuPqA2ekdn+tQMDrod6zMTpyIM+FZfuYrm4wknESU3YkzPUFm3zvLW5yeFeam8vWdUSBIQfyYrnpjH58Xu5tFqgMRD+n949zqWUTz7Sa5OWbS/3oc09q2Dw24FGpdXspLEWh2nU+g2qnzbvyUzT1LlaGUOSVgRSWjkk6GKTYatHUuoQ9Ko83baFA1zAY90ZZb9r3fyqT488GDGvfNp5hcJI3MckFPSSNCKqo0jadnnQPaksciUz3TVvXG87J/dLWKs+lp2kbbUzTZKPpfJaz9VWeSe1jpd5ENw0yvjAXB4ita+rsikVodrt0DZ2I6uXGljMynlldYyQWYLNlkdf+SJqLaysDD1eArtPxYzqQ5NzDtf4xDU3ncDDNhbZ9bUWU2N5qcXNAwh/3+fnxd7ydr3a4xOTiTcXffM9Jzt2ep6vpCKJAoeicmEwT4uMRgtkgBiY+v4fPLjojgY1Sjb35ERrtLoZhoO1Y+wJWY8CwT8UwLLPVZqc7dIxogGxYE4liipYHm2MsJl6fTAcdQRBeqwMDtW6HSM6PLIpWd9VqbeiYoKhwOJNCFAUCHg/nHzpTeyvFCs8dnqSpdTFNkD0SLy0473llqcbubJIOGm1dQynIjpTog40CJyazXNm2SD7kUXlcsl0qap0u+/xJNgcihb3RJJ9ZmO2vzdkVHRY/qIZEp6rjESXSviCPa04F2/XVdZ6eGEPHoGsYPK47nTGurxWJxlWa5qvrmMa4X7dl1/vDTnFDVAlyv7JIu6d13xfcxfJAR9qsL8YrG4V+je14bIzlpn1Nr6Byt1hiuydmyHiH7esFBOq9Vu6CYNLdUa/TTZO4HkMyfMiiSEgPsjOCurO1xVPpXT3HD2g2htdYXV1Z53A2TUPr0tE1xtQYFx4417399tWr/IPTp0j4/UPj/GqCS0wu3lRcfrjMuYGFraem8yyt2xGRR5F4tFFkqzwwgU4nuL9pTwzHJrMOt4VmV7O85nriB1WWWC1XqQxIdU/saNdwKJPi5pz9pvxgrcCxqYzDxHVvfsTRruL+ow1iEV9f4ScKAjoGmw07rXg0l2Z9gGwjfi93Vjeotuyi/6GBSA0si5wXHs7Z7coTUQQTBr1dx4MRrl21I8vcpPONHcAbkJjwhFElmaQa4OXHTgK8vLjKM5PjdAyr11Gt03HYDz0qbXNiJMuVTes6o/4wV5es56EbJo+3i5zK57g0YHt0Ipfl/IL9ex6ZSFJs28+5rWvEpRSibOKTZbY7Tjf2u5UFdgfzLDe3aOptcr4EtysDrde7W45oMqz4WWna5LjSLCMJYp+oRj1TvFy0f7Pr2yvEVX+fqHLeCDMb9vg3WnXOjIxxcd2+h9MjeS4M+B1uN9pW192BRo6nouO89NC+zvGUvSTgVeyLJ7kx8DuPjgwTf0fXKTQaLjG92QNw8dULTTf4uT943vHZ1bkVRtMRCts1FEVm98QIMw+dKTWhZbI3n0QUBBRJ4taiM/WyVanz7MEJGloXAQGfKvPCa4gfnp4cQ+/Z/DTqTnUYQEPrcmqXJX4QRYGZB05niEa7y9lMjrZpCYn9HoXPPppzHHN9ZZ1n94/RbFmO6D6vzMXHzvsp1pvkYmF03aCr65iK4FjMOV8ocXIyx8yqNTkGFQ/zq85IpVHtOMhrPBXh3PbCgJJvk13xBLPbpf53TqXyXLxvT7inJ3M8xnlexRBJmyH8HoVRb4RV3Rm5bdUbnMxk+/Y9V3fIx6sVZ2rtVCbNlZpdA3oqlWcw+ogqQebq2zR1DY+oUuk4o45Kp8m437qehMBqwzneQqvOntA4mqmBKTBfdooS2obG2cgE9d7fhmxKzBed97TaqHB6ZLS3tABurDn/vsrtFs+MjPGovklb14nKPi4vO2ulVzfWmIrEmC1b4/PJCut1Z/R8dXuFqNdLacD5/B+eOcPe5LDT/VcbXGJy8Ybi8cIWP/+bn6Ld0TAMg9WWU/EkmGDqJu2uTrurY+rDMuhw0seFAUeGg5mUoyOt36Nwe3mDYi8iivi8BFUPtbZNPsdHs1y8a0cQh3Y0DgTwijIzAxHSiekcVwYcyn2qzO3CRj/yUmWZRMBHYSASm4xFufjIrv0cHh2+zkg40O9zZALJkeDQMR5EMp4AHkliJBTg6uyqI804XyjxtoPjtHUdE2gHu+glZ0rTH5CZ0KO0NEuq/WjLmWZ7sLZNwKtQ760xOhhPcWlutR9FrZaqpIMB1mt29JoKBLjYq7MpkkgkqLLRtCPGrUaDw8kMkiTgkWTuN5wkMLO5yuGRNIXOFjo6KXWEzbZ1TMfQ8EhOKfWUf5KLBfscJ+KTXC/ZqrpDkQkubdsvIYdCUywPuKiPBaK8uDbXJ+yxQBShZ1X7KnKeiKN2eCiR4lbBKWwodhts9NKgQUl9Tbl+JhDEK8vIokjM6+Ozi3OO/S1d56mxFJVWm66uE1RUfvjpp4bO89UIl5hcvKH4pQ88z5VbNiEcPTrKuVV7sj8+nuXagDz8+oMVJnIx5nueb9GIlxvrw2+womi1nQA4MJHi0oBJarnZ4tR0vi+I8HsUFnb0eLq1uM6BfIrH69bb+55skpuz647Jf3a9SEBVaLS7mMCe3SkuLdtjb2saB3Mpm5hMqyYzWPu5ubTOvuwI91atFFZQ9bCwZY9FAJr1rsMCZzQW5vLCSr8d+XKpwtGxDDcW7bf0o5MZXnw8oDLMjey0dyMgqNzuycX9soxXcP73L7danInlrGhEETE7hiO11zUMJiJRgopKo9sh4vP2SQks8cdEKOYgpv3ppCMt9sz4KFeb9rqjhBrk5kaLthEmKKtsyc4I6V51mSOhQ3QMDRG4tu2MNm8WFzkYnkDHQDDhVtkZsd2pzXMwOkat20E3DQKiF920iWqxXuJUepRL69bvuCsY5+Kq8xqDPZbAEnTMDLT6WG6WOZUZY2bVvvaRkbSjjb0kCGSDQVZrdtQU9Hi4UV2j0LKeV0CxFh6rr9Gy5KsN7hNw8bqi3dXYKNZodbo8mtvk/LU5x/5bN5d5+tgoprVohOU1p+LONCETCxH0ezFMg2BI5cVlZ62k1GgxGo/Q7EVhHc05kYDl6K0lrEK25DHxFl5DIKHr/bqU9hqRmiKLNDtmnzBEfdhhQtN1gqoHURTwiCKlxrBEOBrwsjudQBIFogHfkPhhYbPEs4cmaPciGxNYKjojy3K7xcF8Ck030A2DxeqO3lErmxzdm+F63SKviVCUmYH+Uw1N43A27ehweyaX5/JARLh3p7LPhE5NZ37FSk/548qQ8m+5VOFUMockiiiyyItrc479d9aLBKNeakbLErZ4Qqw0rMm6prWRdKf8e9o/yWcGfOtOJnLcrdoEvCeUY2aArPaFUzys2S8uKTXK/eImWi+iORYdXqulmwaqIuIRJeLeAI9w/g0u1yocH8kgCAKiIFLWh908SmaDE5ksmm6gGcZQ2k43TfLBiIOY9qeTjp5a9W6X9928xD875aryXGJy8briF//gBT74yauAlVLz+zw0BjqkHtid4fqVgQjqYN4hFgj6VW4trFMb+M7ePQnub9l1if3ZES4P1KFESbRaQfRIJuxTudHcRMeS2TW6XQ7tTlG+MhCpTeW4OuAMfndlkyMTaW7N25NcJhpic0CE8Wh+i1DIQ7VjjU2VZdYqNUfK8EQuy9aALVEuGmZmdtlBfHszSe6v2ZLhwxNpXnpkp6N2vUaRfCQc4MKOtumFutPdWunIJDtBfIrMmBBlaYcU+/bWBmdHR8E0MYAHy84Vxvc3Chwfy3B9cx0Dk+OpjEMgMr9d4uRklsubdqSQCgYdTRAPj6W5WbK/E/aqrJRaKGKQuNfHSt1JqDNbq7wjfYCW2aRrtpmvOIl9q9Xpd6xVBImV5k4Vp9Dfb5rgMUNo5kBqsV1BFAQ7tRrLcHXLkn53DJ1L2wuMhxMsVGxyOpRIc2FtQKCTGV7XFFMCXBqItA5GUz2HDBuSojO9p4NX8qAKCo9XnOcA+P1718mGA4RVLyFF5XRyjIAyLGz5SodLTC5eN8yvFfnQZ673t8vNFmf25Lhx3fpPrsgia5vOienW3RWmp+NUmm1kSSSTjjCzYz2RpyVwZDSNIAh4JMnRmRZgs1znbQcnaXatlJsnIPOpzTnHMVe2Vnnq6ChGz8i1XBj2zjNFOLk7j4lVP7lwzxnZVJttnt01QUPQwASvOix+uLK8yrO7x+hoOqZpYpqwUnLes26aTKfj6LqBbpqs7njbfrS5zbHRDNd6irhcJOSwSgIchrQAR0fTXO7ZHJWAjUqdfCTM8kBkdSiZ4sLSgPosnePKvH1eAajW2wgta92TXxh2Rjc6Jk9lLaGAqsi8sOAUmXQaxkBUZeJXZbSmgaYbNOtVngrn2e7aNaIjkVE+OdCg8WA6BNgCBl030dsxRAE8ipey7hQ/bHfq7AqOIIoCsiBzfd05+S83S7wjP0Vb1xBMgWKziyOkEyATDhD2eNEMHZ+sOEgJ4Or6KrlYmJVe7Wp/JOUgJQBDcEbcCZ+PZXmORrcF3Ubv3vbywrzz7246HuHfzNiO5P//I+/ghw+9ja82uMTk4nXDJ2buo+9IiZXbbXKpMF3NQBIFag2nGk6RJUq1JttV6z/sSDI0dN5gQOXiQIS0fzzF7RW7OB0N+JiZX+73eYoFfASiCnXNXrt0KpVzyNSPZzJ9D7NX0epq3BxQ/J2YynJt1j4oHvQx83i57+oQUD1EQirlgcW7BzMjjlTdsYns0P1Egz4uLNtj2T0SZ7M2nC7yKTIeWSYZDrBUd6rN5gtFTo/mMExLQVg2nZGGbppkA0EiPpWuruOVZGaWnYQ+XyvjkUU6mvWbnR7L99t+NLsa11bWiPltebwANDtdbq5Yz0iVJeJRH9tNe7IVJJOQqhJSPES9Ph6UnSKCy2trHEuN0zDaNI0OSyUnKSt6gFdTe6YJfslPTbPuvdJt80x6nGsVu2aV90cdvnbHk7sdbetPjeS4VLLXTR2LTMKABsQ0odbqcnvLumZU9eKVZFoD0nBREPBoCnGCeGWFuBRgZwR1t7jF28Ym6OoGhmnij3S40XL+gT3szhJTYxTb1m+1P57kUnHBYTX1/nsX+Z69Zwgqw32lvpLhEpOL1w3f9a5j/O6fX6Zc702SponYMFgZaLh37EDeIXbYtzfjEC7cuL/C5GicuTXrzTgTD3Fl0TmhVuttRMFqfw0wlYlxed4+plhvciKf51JtFVEQCHtU7qw4J8ira2scm0yx2hvbrkzcUW8BWCiWiQa8/egnPxLh2oAAod7ucGLMNjWVRZFK2UkQ1+ZX2ZWK82jDmg1TkSBX15zX2alaOJhN9aOlZlfj+uIaB3Mj3N6wazEn8zkuDbT6ODrmXEdjYtJC66vLIqqKV5GpDyw0bna75CMRS7QhS5RbzrG3NI1ToznqrQ5d3SDiVXllwPevrekcCqe50LTGIQjQUXSqzTbVTpuVepWzuTwXBjrWHo5muNRbKyYKAtmkc/3O43KRIyNTSL2a3Ys7It+5SoXjUctvT5VkLm4/dEzsS61ldocTdAwdwzDZ7DrTlTcr8+SCI6z0aj+nYqPMDEi/S+2W1aRxIGo6mcoNbDepddr4JOe6pjOZPC+u2tHj0/5hK6qwx0tDbRFRBXySh2RY5eEO8/NSp8nH5z7Kt+QFBDGKKE8iyV98N+e3KlxicvG6IRLw8o//yjP8wfPXkUSRuOrlyowz1XPz3gonD1riB8M0mdtypmYwYSQRQvJJ6IZJPOxj6aEzWqi3Ooz4AjQ7XQzTRNOGhQuiDmwbGEBX1ZC9EoOOmrIosi202fRYk3HGMyyg8KsKy/VKvz4hyK/Rzsw0kQQBqefq0GwPO0xE4j5ySgRJEEmHg6w+3pm6K3BmchTDMEAQaHe1oXNgwIlsFt0wEAS4seRcR3N9cY39E0nulqyJ+FjO6WBebrd5Kjvq6KZ7MD7iEEgcyjj9A1VZ4vHmNmsVa7y7k8O1r3ZbZzoSxydLRIJeXtiec+x/XCyyJ5ygrnfpaDrzBbuWY5gmGTnM8oD4YH90hHMDtbQjuTR3y3YUOxaMcKFHVrIgkg2G2RroRTUVinOnumAZBQoCcTHhHLAJqYiJzy/hEWW8O1KiAMV2i7N5q0W9CFxccb5IVDptns6Ocb+4RaPbJaR4uLXlfPE5P7/Bod0xVlr233fQjFPXrZeLut6lU9IdLUEApkMhnvP9BI1SL0oVRwinX0IQvrL99FxicvG64v7tNZZuW//5Cn4P4aCXSs1+Ez+8O8vVa7bK6sjhUUdjvVjEx+XFFXty3oDd2QQPV+3UyWQq5hAubBVqKJJIt5dGTIYCXFt3RjYncznHBHMin3VEHDfW1jkymeLenD3B+DyKQ/o9v1HEq8j99uwRv5e7xS1000TXTTrNFqfzOa48sq+zO5/g/MBE+7hUZFcyxuwAIZ+ayDvavL+WwaxPlLnaSysKAowlo8wXS/39sijS6KUu/bL8mr2j1hs1TqdziIKAJElceLTAYLR2a22Dk6M5VsoVGt0u+0eSXBx4Rg+3tjmSS3NjIJW33qqz3os+zHWTfdPOdu5ToRiXH1m/hU+RkQJOcn+4vc3Z9BiCKCCLIi+tzTnGpLUFIooXzTRIqAGuDyyO1UyDtJrsE5MqyWwMNv0TTDK+gMPS6Hh8gpkB8tS9hiP6BpAUuDCwdupQIjtEPKV2i+2WRR7pQJDNllOIYiKQUzKMqFGrPiZ6+PgOl/lKt8XZkTEu9Lz8REHgp/a9iCraqVHT2KTT+G+oge/hKxkuMbl43XB/doM//azdJ6nW6HBsf55rd63JzavKLCw4c/M3by2x/0iWWrtjOWkn/azNOQvLsiRybCqLgIBHlrjwwPkffL1U47nDk9bELAgoisiLO7zmbi+vc2Yij9kjmrXysKedJyBzYjoHWIq7c/ed5yjWm7ztwATNngmr6pX57I7i/+XlFc7uftVhwqTMsMOEz6+wb3QEXdcRELiz6pz0bq9ucCiX4lYv/bg/leTqgl2vME3LDWIQxyazvFKwyK2haVxdWiUVCjiUYmFTdYgdjuezXB1IY0W9Xh6ubfUbC/IahgQBxcOJXBZZFPH6FD6zMNffJyCgNCUSXj+VTouA4uHBsl3QaXY1TkdznB9Y57Q3luTCgAHvxEiM+Xqpv+2XVLaK1vMOmiIahiPz2dI04tIIiiiSUP08aDhTe49ry5xNTvSf282SM/pZa5V5+/Q+ZjcbtDWrMeTFHc4QmuiMYM+k81xct8c8XylxfMQZoe5KRDhXfNhf2KuKMlGPn1LHmS6VlBqZeIWA7GPKp3DQf4GdaNd/zyUmFy7+IvjElQe8eHOWVlfDaGiYOzIjzWabmE+l29WQemvuB+HzeVgoV6g2rGT7sehwysLv8XB5wNZn/2iKuwPOD6lIkHMPFvoRUzzow6fINAdSYofGMo4J8GQ+y1LRTiFJgkChUGN5y04LHR3PcGPAKTwfD/PKXdv2J+L3ElAV6l07FXNsLMe5xYF1OJO5oftR/DJXe6ouURCYDEeob9ljEYBOTUNsgSwJ+KVhddxyscKhtGUMK4kiizsc2Lu6wd5IgtFQBM0wCMkeLtxzqs02aw1E6PdmnY7HuLJoE9fdtU2CHg+1njw+4vVyZ3mj79Qe8HoI+uz9ABHBy4PZAgICiZifxR0t3+c3SjyVHsXEalfyyqrzJSMuBZinZJ1fVpit2sS2VCtzNjfBjar1MiALIoV2g9Wmde9ztW2OJ/PMNuzf+UB0jCtFWyyxLzzF1aJ9TZ+kcLe4zXrHinhG5WHxzXa7wYH4CLIooYhi3wFiEE1N40BihKam0eh2UCNt9Lr9t942NI7Hk5wbqF2dSeWYbd8BAep6g5s1WDPfQUb4lOPc3uAPDl3vKw0uMbn4sqHaaPHe3/tEX+zg9cjEYn7KRes/uYBJq96lXLFTE0cP5Lk+IH6YOJxhZiAtd+3BCtPjcR5vWhPSWDLKlR1ec7VmC0kU+pLpVDzI2qIdAW3Xmpzck+dOcRMBgWjAy9VVZ03m8vIqh7IpNntu4NOxOJfvOCfujVqNeNCPYRqYJoS8KssDLgLlRstKEa6tWFGM18NswWn7c2V+hbFkhMUeCU6lYg6psWGaBKIqDNToT/XSgQKWXPrq7CrTWfuZAEyPxLgyEEUdn8qxNCCzlgSBpa0qi2Xrukm/H48k0dHtWpooCHgVGa+s4FWkoSiy2u7wzt2TNHq1PI8gcX7AGLbe6nBqbJRzK9ZzS/kD3OyZlgoILBUrnJjKcWnDvt/xaJRLvbqWLIqkowHWByb6TsdgwkwS8CjEA15eHOhmC9DpCpxKTCBgkcoLGw937JeZCKToGjp+SeF6yRnRlrolhIEXpD2+cV4YiHSubK2QC4RYeVUFaULWE+H6pl3nOpsZZb5Scpw3EvQwU+5dSzZJMrywt02d50aTiIIEpsB6Z3HomF9eyvFvRyUEwfqdFO83ofi+fei4rzS4xOTiy4b3f/ySrcADWh2N/O402e0QkigQ9KlcnHF2C719f4Xjh0bRDRPDMJjbLu88LelQAEMw0Q2DVCTA4oCFD1hqMNWnWFGaYbymbxnQd/Q2AdXjnJS9ssxmtc5mr+FgLjw8kYQCKvcadupx3BsbvogogGZFOYopDrlQGKYlX++YOpIgMhIJ8GBHa4iH2wVOZbK9haICxbJzrYuAJWM+OZHDNE08ssT5x04SvT63yr7pBMuNKm1N40TG2aNqq9HgqdG8Q/zgU2QaXY1GV4MmHM9lWR1oR58Nh3j58QLdnjXSTnEEgNA0iTRlAj6ViUCUC0XnS0S12uJMKkfHMPAooqPOpxkGk/5Yn5gUQaTS6LBc6ZH/JpZCs2E/r7bQ4vamFS2HFS9eSaE1IB6IeBWulqxnE/cEEBEY/EUMocvhhAcRCUlQuL/DqsowTabDCXKBCLphEBA9vLjgJJArGyvEvb5+jWl/Isml0vxAClEgKDol5R5RpGU2eFyxa2CnE+PcqjhfBgKqn9+u7kUVA3glP28P/g2mB3OTX6FwicnFlw3x0GtY9Vc07j6y3i69qkI04qdUtgvDh/bluXrLnlQPHB91uCukY0Euzi2h9aKhxa0ye7IJHgyIH9KJkKMZX6HWQBbFvrdcLh7m8oAku9pqczKXd/i8HcmmHeKHaytrHMwn+24IggCtHZ5pK9UKiizS7akA09Eg1walxo0Wp6fstUAAx8YzXBmI1larFUZHwixV7MjrZDDD5fuD33GufTKBarfNgyXrGciiSCYSdEQ4Ia/KSrNKVbe61e5MmQK0dI3DmbSVHlQ8vDznrKVcXV7lzHiOaqtDW9MIqB4HUd1a22BfJsmDnmvFaDTCtYVVNMOg2dHYLNeZzEWZG3A0D3tVrvREG2Gvik+V+x1yAZodjX3RJKosE1d9fHbWGeEkzRCeiIRm6KQDAWaqdgT1qnhgpmB9ZyIY40bZ/v52p86p+Dg3yvbL0UTQz4OafcyJ/D6W79ovV35Z4W5xg62emCGlBpAFsW9xBOCRJIIhCW/Aj09SiAU8CDtMHS5vrPBsfoKG3qala2T8Pi4XnS9p87UiIiJGL5kaUSSmAzdp6gYto0rLqHJ++8NMhd6N8BVOTi4xufiy4W+88xh/8OJ15tatt8DdyTi379jppVa7y569I31iioS8PJxz9uO5fXWJo0+NUm93kSQRr19med75FilLEiemc33xw8uPnRPqWqnG2w9YKScAWZVYWHDWNh6sbHJ6NIeJNWkv7JSpA6GQyvFp6xifR+blhzsaFFZthwkAVZJY2XHMzeV1zkyPWq4PwFrDKXU3TMh4g8S8PgzTREXi2m1nQf7awir7siMsbpfoajqHxjNcXnRGGulwyEFME+MxLhTtY25tbxD2qlR69SBFFClUGqwMEM2B9Ah31u3fY89IgksL9jlOjQ/Xx+Kql72JBB5ZJuJTWd5RG0uqfrwpmZamEfF5ubJk/z1UWm1OZ/Oc6y2AlUWRotZkqeeMISKQDYVYrQ48M0Pg4ax1DV/KCzvWnSqSTiagoIoK48EAG9tOIUld63AmMY4JeCWJG5Xbjv2zrYfsju5ivd6i1u1wOJ7mwsAC3Y12ndPpMUcPqkPZJBcLdhTVMDuICBgDLwMnR/Jc3LL/NlI+Z8t4gGKnzrOpUQTBAEHkcGiLmuZkuI3WfRYbVxgPnBz6/lcSXGJy8WWDIkt889MH+fSNh2iGQULxsoJzQWO3qyNLIppu0Opo+H0eBi3eQmEv97a3qfeUYEcnh50SVEniWq+PkAkc2JXizrI9AY3GI7z4cK4v+U0E/XhlidZAWm1PfsRhYHpqNMdGzR6IRxJZ2CixUbGjt4M5p8PErlScFx7P9bdHggGHcwLAofG0o3He6Yk8CzstidpGf8GvIoqWem6AZFRFplhv9p0sXuttebveYHokZhXkZYk7VSfh17td3jWap9nWrDqWrPDiI2c00upq+GSJpqYjAFrXGSHOF0ooothP5e1NJLjwyL63eMCHRxLpDLh9dDt6P+oUR6JD4+50dY6lMiiSREBV+PSKHUUYmOTDQUpNq5X73kSCywNO9Hc2tji4O8v9tkV2Y4Ewtyrz/Whmu1gl4QlS6NjP0qs0uV/vCU0QSHgiFDo2mY6oMe56lvEqJqoJhjRswmvIBmfzvRcjSeLFgrPutdaocnokx+WeuWxU9TLfdBLktcI6AY9KXbdX1J5O5LhTu9vfFgkxvkP7IyBwbeu/cGmjgleKMeI7zJmRfzo0xrc6XGJy8WVDqd7ktz51iWqvU6wsiYylQ2yuW2+8IlAtN/oGpu22xp6pFMWSTQi5IylWBqKB63OrjnVLU+k41x7ZvYgEoF6xxQ+yKBIMeDAG5v5CrcHp3XnuF7cRBIj5/VzeYcdzeWmFg5mRfm+lyXCEi4+c9ZFys0Wyl67UDQNdcKbHNmt1zoznuT6/im6axAK+oRYd15ZWSQeD/bU+h9P2OiCwWkuk0yEHMR0ZTTvcMK7NLZNPhFkecBz3eRSHEezJPXleLtukEVO9XF5c7SvmxiJhh5kpQMSrMrvdM771eh3WSgBbtQZvn5iw1pQJ1u83iO16k7NTo9xf26LaanMwl+LG8oDp62aJo1Nprq9anymSyHqrzsqm9ffhlWWiQa9DQi0i0tS6KKJI1OvszQQQ1yMc83uQRIFQUGembBOyZhrsCqWId4J0DI2ML8Djpr18wcAk4004iKmr+dF7pq+CAHhqDFqoq5LEarvsiHwnglHma6X+toBJTe8gCyIhj8rucIJrFWfarqF1eSY9SVVr0Na7qJLM48Y9h/T9ZqXK0cg+Sh3bQmlXYB/brUsA1LVVCu3b7Ap9M3HvvqFn81aGS0wu/lLoaDr1dodGt8vvfmqmT0pgtY5ITEZIx0MIgoBfVbh4wfl2ef/ROgdPjdI1TQzDHGrfABAN+0gbIXTDJBz2Ijj5AkM3kXQwdTAwUIRhR4auDIVei29NMIfsePwehbVClVLTmhTzwWGZcDTk4/qGPdFmvZHhB6KZaG2LeEUVdNEpxNANk6SuInZ1JEkiLA5LvxcqJQ7lU4iiiADMbjrFEYYB49EI2WgI07RECy/u6NB7c3aNfbsSlLtt2prGdDDOlYqdRlssVzg9muunBP2KzGJ5QGHYanF6LMfM3ICCMpvm5fv2dY6N7YhmTajUWlSq1jNURWno3lRB4sy41RXYq8p8ZmDdV0vTOBLJcW7TItSpSIxLPXFE1zC4vLpKOhDst5RI+HxcKizR6NWodifDsIO7NloV5uoWYQfl4Wct0GFPMIIievBJfv58eYNBdphvbPDO0YNsNjq0dI2U38/5Daf4IaEGHMR0Jj3GpZ7tUrHd5OLmErtjCRYGhDNpX4Dblcc0dOtFIeONvkYVEDp6mpzPg4CAJAgUW+eGjrlV/F3env23r/Htty5cYnLxJcM0Tb7n/R/qr3U5mR9Ou5k1jWu9lf6yJJJOhdjYsN829x3O8cpgg7XpDOsDRp65eJhLC0vovf+169UaB8eTPFiwo4NYxO+olRSKTvHD2EjUESGVmi1OT+QdqbxDyRQzA1HJlUXL0+5xz9NOlsSh1fzbraZDpj4Zi/bdGAC2qg1O7Rnl3OqAiWgux7VbA00Mqw2SaT9bA/nMiUCU63P2eU5O5ijUbIJQZJHZ7WK/puRTZKJ+r6P3Uyoe5GFpu7/GSowOp/9kSWRXIo5Hkoj5fUPih2vLa5yeyKPpOppmsFFw1seuLa4yHo+w0FNSnhzPOu7/+vwaqUiQjZ4E3yOLLFYrrPW2U8EAsiCgDURtgiYQaMiEfF5y3hBzZqm/TzMM9ibijEXC6IaJ4hE4N+C793Crwtv2j3G7Zn12IjbBlaJNfLfKqxyJZ1hrW3+PXlGhpm9S6toR04n4Pq5s21FXzpPipbWl/nNM+YcFPsVOg8OJFKooIwoCDyqbQ8eExCA+oULD6CIIJmMhlQc1m6jWWiVOxqd41LBf3HYHA7SNV1hpvvoCZTKmpqlrzmi/Ywy/zL3V4RKTiy8Zn7732LEA8/LyKvvycWZ7q/v3JuPcvmcr0DTdIJwKUi41kWWJYFDlxrazBnX98Rqn9uVpdLqIgoCsSiwu7viP5xE4NZ23JNmKxEuPdogfilWePTJBQ7MW+Ep+kccLJccxc1tFTo5mAQHTNHm85oxKwOp5FPZa1XW/1zPU0mG5XOFtuyf6lkQeTWBxYCIFeLxSsOoRgoiJydy8s5jd0QyOhuPkI2EMwyQgy8zcdYaE1xZW2ZNOUqjW6eo6e0dHHDLvZtfqnDsz/2rdzUSKS+jb9oQ/Wyk66l9Jv58by2uORcdT8Riz27YI5Fg2w6WB6xxPZ9gcsIsSsOqKiaAfv0fZ2TAXzTDYk4ozmgijGQY+n4eX5+3faqNW5+Rkjou9utFENMrlhWUMEwrVBtVmi1jER7Enw/bKMncLBTbrVt1v54uQgEnDaCNgOUS8FkY8cTI+HyAQkERuVW869gc9NVRRpm10EUyResOHbtovBTe31wnKHmqaFemIAkgS3B7oOXVmZIyLm86oSmqpbK948Eg+kgEfy03nOjqApgYnohkaukZVa3M6ukKlO+i1KCBJGRggJo8Y5pn0T77mvb6V4RKTiy8Zf3j51tBniUQASRfo6joxr4+hJYOSQCEJoFOQWiSDfmpF+z9fNOjj5up6v5XEkYnMzjPg78pcGWh7cWh3ilsD4ofxkSgvPZjvOxgkwn68sqUM6x+TjDKzZP8HPz2ao/jInoD8HoX7K1v9Fg8A+0aT3NuyifRgJsULc/P9zE8+GHJEamA1+Zu5bY/19K48l2r2tglslxt9t3G/RyHi91IeiH7CqpfN5Qr13josaWQ4+mlrOrlEGEUS8akKt8tOAtxqNHjXdE+paAoohsD5Wefap4DqIRcO0dI0FFHk3rrzpWGr3WSw5/upyXxfYl/AWvPzaoO+V+/l1vYmhV4bjAOZYYdtRReZkEL4VIURX8BB7B3N4FR8hEKnSaPbJRMMcm6gPci1lTWy8RCrTSuSe25XitsNa4FtXW+z3NhGEsT+urak6mOh9YCm3jPq9Sb6TQVfhSyEUJRFfIJEzOPn9rJzXV1d6/Du3DR1rYNmGvhlhZc35hzHzFWLDkn5Xn+KC70lAx1dZ6VS42vHx7nVfOD4XtpXoaRZ9SRVMhEYTj1utNfZ5z+Ebgp0TY290b+JXx5+rm91uMTk4kvG9z53ik/ete1dQl6V2/fXaLQsolmgyL5cnPkVa9KVRIHNrj3harpBIhxkbaBj7cRojMsDDtc35tcsQugV9vck4tx46OxrUy218MgSAlYvIo9PxhjIOhUqDU7uG2W2XAQBEgE/l5d2iB+WVzmYG6HSs0LKh8Nc3LFoVWvrpEOBnlOAZdzpaCteq/LMrlHuLKxjGCapcHCoieHtxQ2ifh+lHuGdnM5xeUCS3eh0OZV3phWnw1GuD3SJvf1ojUTS15/wPbLEZrPed/0GOHkgz7kBD7rpaIzPLsz3xQ77EglMTISBG/Apcj8lGvF6e/5+NrZqdQ5NpBGw7H+Wtp2R7HKxwrN7x9ks1Wh3dVKJIOcHXC3urG2yN5Xg/oZFmhOxKJcfLfHqZQrlBl7FVk/KgsDCRpnlXu0rMxl0/h6mQT4RJKwpqKJEU3BaA220qzw3sotyp0nb0MgHDR7U7EhlrVXgUHia2V76LCiFuNXrF6WZOpvtEs+M7ucTszZBTwZjvLQx2yed/dHhRcZdTWdCTKHIIl5ZQu8IQ/Wja7N1EmN+yr2mgU8l85T08wNHCLSMNOx4tdvj8yFrn0bGUsqL+nHgG4bG8FaHS0wuvmScmsjz7ccPMjO/bHWb9QWZWbP/I5kIeJNejsVGQRRQfTIv3HOmw+4vbXBsOktXMzBMw6FGexVRj5eU6kfXTYLicJtpQRAw2npfHq5Kw3/WetegsGVNXHrDwO9RHOKHsFdlYb3Ul2RnAsGhc0R9XuYW7FTXnokkO3QYdASdqtAFCdrysAOFpuvEQ35MTMvVWxyOfgrlOgfjSURRRBIFHi45I5d2V+NEMk9DsiJAr0fms4+dz/Xe4w32jyVpGzodTUMUnQq8e4UCx0fT3Ox5DOYjYccao3KrxdkdzhBHcmmHe8TZfJ61sv0GEPapXNtap9K2yD3pGX6GKdmPN2ZJ2j2yxJJRsq/ZaPHUnjHmK2Wq3TZ7U0nH4uRby+uEAx4qXStyPDmR6YsMAE4pztRexhfkYeMOHcN6TpPi5NB4ZMHLiDqKR1QIiGEe15yWRlvaMnsiOerdDrVOG0UWHItr75Y22BNO8qBi/UamCWPiCFfXbAI8nhquvWb9UW48aCGLPuIBlWi2yPqODinXKsu8K76PllGhqVfJqlk8+p85jlmr/g758D9CEr+y2mC4xOTiS4Zpmixsl/q+b960PCCstaDJJud6wgNBgIl0lIX1Un//kakslwfScgcn0ixhv4mPxiNcfmi/VZeqTQ5PpLg7b6fugkGVgfmNwmbNsd5mMhXjykBUUqo3OZnLc2HFvu7uSJyrW/Yxl+dXmEzG+v2hfIrMQmHgIkCnriGYYPZueH/S6fq9Uq5wZk+eK/cGJveJLDMDXn93lzYJeT19uyRM8OlSf+0PWO3dB59RNOjjyrIt/Y76vUMmtbsScW7etese+w6l2QmPVyaVCKJKEqPBcD8yeRXz5RKnp/KYpuWjd3mHy/vl1VXysTBr5Sq6YTKdTTAzYDF0a3WDkOrpu5NPR6NcurPUJ8jxZHRQiY0owNpGhY2CNQ5ph+ix2dV4W3KiJyAQWDWdi6Ivr69yaixLQStT6zYZC6o8rNnP5F5lHVVUaBsWA4z7M9ysPOi7YgQkP15RoWXYDBETxrhee9XvD1r6sGQ9GwiS9KsYJng0lc882NGKfWOVsVCExar1/yTkUVlplkEAzTTZqLV4sBojvMO9/XgkR6Fju4sHpAzsaBOmGds8Lv8mAc9RvNIIASWLuvPBvQXhEpOLLxmfuT/rSEPdWd/k+K40t3sWRLsyCW7O25OjaYLikYkGvHgUGZ9H5u7ijhYP8+s8fXCMRreLgIAsCKxsDOT5BYvsTu4bBUwUWeKVHe0oNko1njoxQd3oYgKKJPF42zmJLa2VOJHK9OZEgUcrzqgEIBuxWpEDBFUPL+1wdZjbKvHMoXHammbVKV6jn99qvcrJvfneVQRuzzmL3rVWh2f2T1jFdNMkKHm4eH2He8TcKruyCWrNNppukM1GuLJiE2Cp0eLU7jwXeipDVZbY2NGivLbRdERN+5NJLiwt918ilqpl0qEg61X7e9lk2KEoPJBO8mDNrl1FfV429AZtr4kqS1Q157qnRqfLu8YnaXWs9iNaQ2NpoIa0sFXixK4sN9bW0XSDU2N5B2k/Wirg9dupvX2pJC8+tCPDU4czzGH/rrlQgKX2Bp2eddSr/aheRaXb5ET0AJrZQRZMdKHmsGqq6w2ORPdwcdt6/jEpzvmB+zWBjD/EcsP+e8z4QtyqP6JtWOQbFH14Jb+jFbsgQDzoxe+VrbVaqo/nl5zrml6eb/D3shNsdq37iytBJPOWg4fmmysc8KiA/ZxFaS9XCr+N2Tsy7JniG8b+21vessglJhdfMj5x++HQZ2pIYWQyTFfXUcMe2CE+Uj0S2+0WtK030Il4lIWNUn9/NOjj9p1VWj3xw/6JFDvDMFWSuDRQ/zk0kebWAAFOZGI8v2CLEpIBP6os0x4QP+RjEa4MuJifHijkg5WWurm8bkcyWEKGRwNrio5OZhwS64lY1CEOAEhGgpwb8OR7ajzvEG7Iksij4jarvZRYzO/Dq8q0BhavpsMhlmcLtiw9/RrmsTqkFB+yJBEP+ri97pQsL22WefbEBG1TQ8Rqo+6IbE2TsUSEiFelremE/Sozq876mKniqEtl42Gur6xZi211HUTB8VPticV56fZc//vHd3j+SaJAsdpAbxv4ZQljR/fYcrPFc9OT1M0uOialplOuf+dhgWDOQ63bAUwmkjJ3q/ZULpjOVOLu4DSfXrOJ7R2Z4RRbx+jikyAg+0iIaa7pzhen69urnErmaWkaDb1L1AcPGvbfSM1ociI/wSsDkfPZ3Cjn1+2UY8LrRxFEugMpwYhX5ZWNIE19N1GPn4PZLh3DdoEAaBtVNPkd+I0LdIwS4GdL8/RJCaDSmWWt8QrZwLND9/ZWwmv0hv7y4Wd+5mc4c+YMoVCIVCrFt3/7t3Pv3r0v/EUXbwn8wDvOoEj2n1BI9XB7bYPlUoWNap2ry6vsm7KLw6IgsF0d6MYJeFTnu9F0KtYnJYC78xscGrXTULvTCW7MOtmuUGkQ9HoIeD2EfCqERAeRbdUbHJ3IkImEyEVDHBlNO1J7AFcWVjiQHWEsHmYsHmZvOukgJbAm0lw0TC4aIhcLs9R0ruuZL5Y4NZUn7FUJqh72ZZJDIou7lS38qq22Oror2yclgGKjyb69A2k30yQoyH1SAph9tEnAY58jHvBxZ3mDQrXJeqnGnaVNTow5fe2O7c7y0sI8lxaXubC4jLTzv74JnVqXR0sFltZKbBfrSDveumvtDvlUlMlsnIPjae5vOMnv3uYWb5sc50Q+y+FMGmlHT8Tri2vk4rZr+/GpHAvbZStFpumslaqIA9ecSsV58d4cl+8vc+3+Ckk14DifX5XxeHWSYYVdiTBLTacS8XZplUOhvewPTbM7MM7jivP3urCxSVC2z7k3OMWd6hI6OhWtxnznNmmfk9yOJ3LMbC1zq7TObHUb6TUWEePtcCaf46nRUZ4ZHePypjMFWmg1OOaoO5kcnfKx3anR1LusNst8eKGJR3ReWxF85LlOTlxnUjbJqJPUNacQCOB++YPUukvoRnto31sFr2vE9Pzzz/NDP/RDnDlzBk3T+Imf+Ane8573cPv2bQKBwBc+gYsnGpOJGD/y7mf47IM5q4+PIvOJO48cxxgqnNw/iomJqsicu+Es0s9ubnNwd4Z2V0M3TbarzrdigICoEBNUdMNANYcnAkUWqWmdvjx81DMcUbTRWW5bE1Nd0PB7lL7JK0DE52V2q9hfk5QKDRfug36VOz0ZtgnsDsfZrDmVYHW9S9G0JoSYoDkLboApAaMSgmYiCQKaNCyQaGgae+MxREnEo8g8mHW+tVfrbZ46OGWJLLBUeTsNZlcLFQ7lUmiGgW6aPGqVHPuvrq2xKx7n0bYVAZ5IZrj12I4614o1Tu7LcvFVs1LTaitxZ4CMzo46o8z9I0nO31zo3/LJKSc5CgL4JZlMMIjXI1PbQfyrpSpv2zdBtdmho+m0Td2hZptd3XbI8fN7vFztiQ7K3SZvz+W4WrYXqB6NjfP8mv1cDkTSbHfs30szDQQtT0jU8UkS5Y5zPAYGh5IBhC2B8v/H3nuHSbJf9d2fCp1znu6evLOzOcebr3IkCSEBsiIZkYxtbGzs17wmGJtoE4SRQYAMCL1CCAll3Xzv5px3diennumcU1W9f1RvV9fMSijcu7vIc55nn2e7K3R3TdXve8L3fE+zjt/m4GLG7Gjkq6qJcu4UbUysVFmtrXav24g7wPSaeU0WSWRLIIxDtuB3SVwsmVsvym2NtrYXeKH73n53GId2vvOqiV05R9j2BOmGOXPRUsr848z3AGAT/by6/0/wWof552SvKDB9/vOfN73+yEc+QjQa5cyZMzz++OOv5Edv2D2yH3n8MD/y+GEAbiyv8tT1SRP7S5ZFjs8babedwxFu9iiK7xqJm3TgxvvCpnRQIuzl/MR8l3F3Y2aFnWN9XJ4xoian04raU0JaWS7pzaQdTb5N0RDnFgzPMlurcXggyZkeLbzBkN9EXDg3a1Y18Nht3MwaHrkACGswZXcixsUe3bvpbJ4Dg2Y6+GgyZBoMeEvMYbfIXUCUJZHqfIWVlOHd79tiJlD0x/w8PzndVcOI+z1IgtBVJwDoD/u6jDoNjeHNIbI1I1oVNLBWBAJ1G3ZZxqWu75lpl1QOh5OIItitFp6dNjsV11fTjAYD1NptGu029XzThMMzqzksktidJLxvMMG5nubhrQNmqvVgyMexidludLh3DbA12wqDCR+iIOK0SVwumb/PxdUMW0IJGmoLDY0bPU2v+oUwewm7A4OczU53X+8NJM27a7BSUVnuRMZDFj9LVTNB5FYxzZtHh6ipTWptBaXi41hv86wAQafTBExbgxGOLfbQwFc1dm0OslAzN3mfzgyQaT5J3C4z4lTpU/9onaOTlGukewKjkH03mfrF7uuGmudm/m84GP13/HOye1pjKnSmZwaDwbtubzQaNBrGVS4Wv/2kNr6dbUtfhHce2s1fn7wAwGg4yIV5c9qtIDRJBD1YJAmLJHF9yZwOurmc5tFdQzQqTQRBQBQFFtPm+6DZaLN/vB+0DvlhwhwtrBYqHD4wREXRFyirLDGxRthhvlhkT6IPDZ0NdnvFnAZSNY1k2IfXp9NwPQ4bL6yhZN9azXBofIB2Z+Cg0lof/RSbDQ4N68w2SRQ4tmxmbKUbNd6+bztSW0BRVbSayjNPm9PdE3OrjCZDNFsKiqIi+mSUHq7GUr7E/k1JznSAKOx1cbFHPFVAwFIzr2iHo0nO3dIBs9LQ5y31MugEoFJpMNNRzBAE6O83z40a9vm5cS2lg7QAvoCZyp+v1tnZH9PFdSWR+eW8afv1uRUOjCfI1mpUGk1sFnPKMpUrmUa9bx4Ic2K1py64t58zReNvP+aNcbLTgOuULXhc5t+8VCuw0zuALEpIgsCF3Bpgyy2y2R8k29JvlkHrDp5eNu7P64VVEzUc4LH+CJfL17qvxz1bWWvLlRIHY0kkUUTVVBZKa4dhCniUAGDcpDt8Sc7m9N82U2lxPAPfHTqCSzthOtIhyLhEK1YpiCR6qLXWyyFNlz7DrtBP/LNi690zYFJVlZ/7uZ/jkUceYefOnXfd59d//df55V/+5Xv1lTbsFbD+qB9X0EZDUVAc63gL+O12rs310JgTYW70MOL8TjtXrs5Tr+sRxKb+MGvb860u2UR+2D3Ux8WeCGo4GeS5GWPRCbvWj72IW91cnOnRo9uUNMnvhNxOTqcWu0PsBGA45Ge6hzK+d1OSYz19W5uD65tW7bLc7foH2DvSx9kebUCvzcYvvP5xQh0NtvmVPC88N9FVYAdIRvzc6KHHb+tbPxcJAZw2C1ZJos/nYWWxYrrwc6k8B8cSXSBeWVnD2ms0eWR0kFK1QVtV8TvtHLvV05OmQczi7FL57bJMdqnc/QhNg7DbyULPBOK9QwlTo/DB4SSreSOVlgz5uHJ9qQtGoXFzej9bqbGzP4YgiFhlkRNrajVLc3WSfT5K7QZ2UeZK1rivqu0Wexz9XOrpSxp0hbiQN+6bXf4EV4vGOV2yndsZG23Vjs9qIyuvTxv7rHa2+iOUWg1kUWNVmTZ/p/YsdtlHvSP9JGjgsdg4neoZsRJLsFgxX/9CUWTIOYzDKmGRYKm2JtoDPrGynfdEDGASpE1crE6holBTKqCAz3aISs1cd7JLIQTuUgt7gO2eAdMHP/hBLl++zAsvvPBV9/nFX/xFfv7njdkixWKRgYGBe/H1NuxlsFKjwR8dP0G+E/XeymY5NJroqh8I6CoNvVZttEzjFzYHglye76UMp9mzOc6FDs16tD9kAiGApVyJgNeB2mlaVT1CL6OWdKXKw6ODLBfLiAKEbA7OrtWjm1pk33CCakebzO22cWLRWMQ0wGGzMBDQvU5JFJgomaOsiWyGwyNJZlI5FE1jKODnwqL5uy6sFrFJks5iA/7Vo490QQl0YH/7a/byN188C+ipvUKPgCtAerGop8h6+rTOziygaVClRb66zI6BKFeWDDDbMdLHyZ7m2EOJJAs9c6FsssTkQrbb4DzWF1rnVUhN8JdkHDaZiN3NxBrJoutLqxwcSXJHl+jSvHlxvbyQIhZwkynqo0/cFgtLPRGSVjM36ewcMDf07t7Ux9m0cT37vN7urKukz05NMtcn09UGu9xjIGg4ZJGTObMEUC+lG6DP2se5kn6vltsNPL71TauaXGKltQAyRG0e0xh3gFK7yhMD28lUVBpKG6/FzksL5og+vYZd6LFYWW2WTLO/ntgUId00g9e5Uohhz5sIWUR8kkpbKaBiri9VmteQBDuKpj9nAhIP9f0qVml9zfRBtnsCTD/1Uz/FZz7zGZ577jn6+9dPbrxjNpsNm+3u4osb9uDb31+5Rq5mBp5cq86heBJN07CKIidvzJsWu6Vcke3RCNVGE1XVaJTWULnQ5W8ciCiqhtTU1kVQFrfMjLXQBbcDbj9r5hPyfft28uYd+syadKnCW/7bR7rDCAGiXjcf/sDbcHTYbn9x6pwJmEAXcr1UMBb74VCAfN38e0uFOvmcDiQNa+suVHeZkz/y41gkSRc2tayv7QxsC+PPBZBFEa/FxuSL5oL7aq7MoYeGqSmtrjzS1Jo+LaWtsmewD1XTZZp6ozSAs0uLDAR8LOaLKJrGnlifqeZ2aznDzsEYlzs1M4/NyuxKnnqzTb3ZJleqs3cozvmeqHPXQJ8pkt3ZH+NyDziFPS6WM0UUNGx2iWLVfO2mF7Ic2dqvOxiSwMlZ8/Uv5Gr6IMOWgt9l52rR+FssFMoc2JTkfM74DZIgcmxZf+2ULXicdiqq8ZkaGnG7G7fFjlN0cGzZfI2uF1LsDiaZLGYpt5scjSW5WTPSrCuNEocig1wrTnffS0ojfKEn0twfXh/dLpZLHE32o2m60K0sCZxYI/o6k6lDT2bUIVnY5r/NpYrxd37InwTWtmyoRG1DaIIVsBBxHCZkv3uG6kG2VxSYNE3jp3/6p/nkJz/JM888w8jIyCv5cRt2n+0N42P85rMvUulhNwUVGxeuGYvFvtE453pIBvsGEqbC/kDEjyDoit8AfSEPl24tdtM9kwsZ9m2Lc25B95w1NKxxK2ra8LxnKnldc60zgXX/QII3bR/vbg97XPzoqw/zO58zovd/9ZbHuqAE8AP7d/PXZy9yO63n/YNOB5cy5ujHvoYqfDCW4FLPKPmJlQx7h/pM8jS/+NoncHecr7u5YPland985gWTeOyRfQlunDXAaXxLjBd7ps+ORtfXbB1ua3fWkiQIxMJuFnro0m6rlXK+DjUNqyigKtq6c3hlK3vDMSRJxO208fzEtGl7rlJjVzJGS1WRRZFza5Qhyg0zXdkpW1AUTe97aivE+r2kskZUsHc0wZmrBhht3RzhyqpRMwm4HcwuFnCIIv0+N+cbKRPoqxWJQ/4h2ig4rRZeXDGaWKvtFnucRmrPIoq0tQYrjSIrDT1y3BPaxLke1l3M7mGykqImtLFbJUR5vdNUaSps9fRTVRrUWgo35sx1rXPpJfpcbpZ7Unf7YnFTCvhw33pnPVVu8NjYEIKg1zsHXCUa2gXTPheLaXa7jOgIwGcdpdg8330tUUDTfuSfXcPtKwpMH/zgB/mrv/orPvWpT+HxeFjuPKA+nw+H49tL22nDIOp289MPH+G/PvM8Vkli0OvjyhWzFzq3kmesL4goiEiiyK1Zc7F2bjXPo7uHaHRm0EiSyPKaOUDVYoNDg0k0dNbfl1dnzX1L1Sr/9lWPEXd5EAWB3cnYugfz3Y/tYyQa7Aq/Pr7V7DRZJIk/fPt3MpnJomkwkU3zmy+9aNrnVibLb77hDUiiiKZp/O1Ll9ZdE62tcjieRBB0Pb7Xjo9+zWv45yfPmkAJYEotMLw5hKpoqG2NxbaZoj65kmX3YB8XZpcRgM2JUBeUABRNI2p3mYBpizvE+RV9H0XVmM8UuiPvQa+xXesR5LXbZHw+s+p51OHifMfpsFtlPF6bKYJsKyphjxObxYLbZmVy0Zz6vDy3zP6xZFcs9tKaFK1QM8DSYZGZ70gmtVWVG0tpdm6OcrmkR02CBuVymwuzuiMxEvatW91UDTY5k9gkmYDNxqncNdP2hlY0sRsDNgepun7NWprCcrWxJljXCNhbTFV1J8GCjVrbXCfT0NgSDNPv8VFvt7FJst5s23M7Xkov47bcaRTW7VC/jyulm93X/a71LRAVtU5dfBJJqCPRwiNBsfmsaZ9i8xq5xjmC9v3rjn+Q7RUFpj/6oz8C4MknnzS9/2d/9me8733veyU/esNeIfvHM9f5xPFLNFptjowP8jNvfsS03dO2YE+BgEKj1NDrKT2kg4jfzbUeptPe/jiXe9TCvQ4bl28sdkc89Ef9a8UUcLrspijroQMJjlWMhXh3X4wfPnLQ1Ky51qyyzKt3bPqav3UkFGAkpC8IT6ojfOrGdSYyxuL63n37eNv2Hd3XfTY37//IJ0znaLQULveM5Hj6xhSv2fbVP/d1W8b4wxdOmH7vYMDPmWLn98mwKxBlpWSAkwY0NBVN1mtSDvt6oduVQpldjjCSLCJLIjfmzb1Rq6UKj20ZptJoomoaVlXiXA+DsN5osy8c42pqlWqzxUDQx4WeOl292WZfMGbSH3RarSYF8gPDCc7eNv5Oe/rjnO2lwYe9zPcwMAVJwCtbcdusxANeTi+bU5oexcaBSJKG0sZntXNs1ohCptIFdm2Jc7mg31tBm4OJ8hLljmySU7LittuoKkZUF3NZyavzuGQnQYufs8tmp2mmnOOx+CZWGhlyzTIHwlGmqoY6Q0tocKjfz1M9fWf9bi/HlmdpdGSShj2BdZTvWrvNawaGqGt61OW2yNxqXjaN43gmlec1cQ81xXAuxt1bmagYUVTUNkD8LpIJM8W/odi4ikNO4rIM4bZ+befoQbBXPJW3YffW5gsF/v1Xvkyl2STp9fJ7b3rzyxbG15otfuvTz7HaKdJenkvxhj3jbElGutv/+Esnus9dulTh4GiSszfv9NNAXTUXnOcLBWxWiUazo4cWCXE+YyxW8yt59mxOcHFiEVEUGE4EuTRljsKWbuQZ2u5D6ZAf/sMTT35NUPpmTBZF/uOrnuS/PvscGjor7acfOmra5+joIG/cMc7ZWZ2IMBj0c2bWnN76zS8+z+Pjw1iku7OktvdF+a5d2/j7S7o377XbmEiZI40STZP00Z6hPs53UpstReX87BKjsQCTGaMeEZNdXOtpoN2/NcmpntRbwu/h+K3Zbs/R7v71c7C0hkYj00QEPD6ZxTWPdzFf46A3hiSL2J1Wnp0307FnswW2xMI0lDYSAtemzOSIoNfVBSZZFskpdcr1JuV6k+VCmfH+EDfTnWshaGSEGrc6Qyl3x9aL1HobbvY6BpFlAadb43jWaP6uKk12Owe4XNJTewGrk4XaIoIAVaVKValytG8Lzy8Z3zHp9HG9OENT0+9hi7h+fWvbZtgfH6bcaJKvN7BLcheUQJ/VtCMU5UrGAK/dkRgv5a93gWiLNcra27epaYSsO5CEAk21gUUUWaqbI/SVxhwJ11a0Hikjh5wkVX2KpcpnARAFK68a+DI26e4tOw+KbWjl3Se7NLvMsVuzlGp13v3ofqK+l4c180enT/FCZ9LqueUl3jA2xlvGt7ws5/67E5e7oAR67vt3P/sCj24dptlSyJQrpu0A89kCu4ZiaOgjHi4vmhejXLnKTmeIolpHUVSUxvpeIEHQC/yKqtFoKkgC9JZEgh4Hf/2BdyNLd3EXX0Z7ZGiIT7/n3V91e0tRuJlKd6OZsHv9GG6HRf4nQfM/v/E1/OSjR2gpCpPpHD/z8c+Yts/mChwaT9Jqq4iCQK3RWneOoMNJYNCJpmnYZZnT58zMsBvTKwyEfFQbLerNFl6nncW84Y1fnF9mU5+f2U7v0Wg8xPnbBrvyxnya8WSYm3dU0DUNuYVJpHZ0PMhk3gDHYa+f850IyWW3Ionmv1el1mQ0HsQmy/g8dp6fNX9nj8XGtniEZlshEHLy4ooRIV1MpRjy+Zjp9EoOeL2cnF3oMhe3JvysnbunouGRXfgsToY8Hi4UzKm9GhmidjfZRhVV0wg5YaZqOFbXcgVsNmMQIYCg9HO50vleMli1EGvNLdnYH0pQabdoqG1WSZmA6EZhhV2hGAsN41k5GPSxUDvRFZ2N2GJorH9WSmzCIfkRtSyilkFARO2pQalak7nSJxjz/8i6Yx8k2wCm+2CapvH/fOJL3FzSH+pMucqvvfNbH/aVrdX4xFWztMkfnz71sgHTgdGkidoNUKo2+K+ffAbQZVb6/G6We5StE34v528ZKZj940lO9yhIH4jFuXLBHFVYLRLNDnEhGnRz+bYRIc2v5NmzJcnZngF8//IdT7zioPT12P85fp7JtNEkeW15lR2JGFd6wPg/vvXV6xbktea0WhgO6inEzZEwT24e4ZkJo5C/fyDBiZ5IbGfMrKAgCPpojzuCsw6LjM9tp1DuqQ/5PEwvZrvTZoXwerCMeN3I6Kk/n8vB5JI5cnParBwYTaJq+kj4ExfMEZK/bdH7x1oKYbeTGz0RUqXe5MDmJGcm9N8hoNekZlYMIOvv9zGf14FGA+q0udZpyN7tWJ+uHPL5iTpdiIJIU1WY62kGvr6YZ+eOGBOdERbbfDEuFqb0a9WqsdIoErDbqSjGNfLLAU7X9c/rc3hYWqPFt9Ko8vrwFjLNNMVWGbcwwNNz5mh+IOBivqe255Bk5nNFFsv6e16bDdG63rFwiyFG7U5qahVBrBKz36LS442tNlKMukZZaUz2nNvLZGWJSifdZxdjHHRNrzv3XOkTbPL98ANNiNgApvtgxyZmu6AE8A9nrvH+Jw6yuS/8NY76p81vt7MjEuVcD+31rS8TKAFsTUb5vod28bGXdMmToYifCz104ZaiEva4aLQUJEkk4LJzcc0E1ytTy+we7ENFQwBSt/Km7Zl8haN7RzqjEsBikVnJmvs5iqUa/+5dr0YSBZw2Kw/vHH7ZfuO3Yp+7cnPde7JNZO+4LtjZ5/Gwb/AuzbH/hP3r1zyKqmm0FV337tKCmSRweXmFfQN9TK3maLbb7Ozv40xPmq7WarNjMMaFqwYIaJpGb6a9WTUvjjtiUc7cNGpMIY/TJC8kCgKlbJXZRR1Igl4HVlmi2VNPtLostNIKFkEgaHEw2ayayivFSp19wwlEQcBht/DCtWnTd4g7XCioVBstBmN+zi8Zv/vS7DLJfjcLVf3e2BwM8vxUz0iM5BqdPjQEVSZuC+G1WnHKgilKqSkt9jsHuFGepKUpxO0hnl0wgGi5VuKh2BBXSwY9O+FwM1HuHXlhB8wqJVeLS+yJ9FFqNknXqoy7IybV9mKjwVHbIBfqBsB4LXaurOZIN/R+p7jTyla/mQAEoGluAtZhakqeeruIXewj0zSuQV1tIct7UFrHTMcNed/5QIMSbADTPbNcqcYP/bePkS/XiAbcpv4Wr8NGMuD9msd/PSYKAv/pyVfxPX/zVwAE7HbetXvPN3SOq0srfOL8FWqtFjsTMX7woPn43UN9PH9tipai4rpLz5kkiuQqOqusXGsQcDnJ9Aiz9of9XJw1FpiH+hOkc0b6z2m3cnlikXJFL0qHAi5sFplGzxC8977lMG9+ZPs39LvuhX3wyaP82Ef/vvtaEgUWhXJ3kCI5+L65XTw8MPgNnXdzNMyf/KAuyqlqGm//8F+ZmmctssR/fccbGe4QNf7yxbMmYAJoNNoMRvzIoojbYeXSmrlQU8s5Ht45SFNRQINyxtxjlClVObxlgKVsiWa7zUDQz4VLRiotW6yxdzzJ+U49Meh3crlTn1E1jdvLGXYORbnaUbAQAK2lcWFGX6RtFhmvw0axZpARVE1jZVlfkKWoeSHVgM2eEEmfD4T11PQLS0uEXU7SVf3eOzzex+liJ+qswI6AuSalaTCVkbid9xGw2RgQY7TUadM+c6UyQ+4guUaFcqvOgAfmagaTLq9N4JDC1Hqabnf4Ehxb6HUS1kdH6XyLcX+CglIl0y6RtIe5UDaiy6VqG7+0g2zb0MATBYmKUibd1B1Dm+gj3VhZd+4blTab7V5aqg6YUeerGPG+b91+D5rd//zH/yX2d89dZGY5R6FcZ2Iuzf6EIXv/jqO7cdrWpya+GRvw+Yi6XDhkmbaqdiV1vl77b19+jo+eOs8nzl/h1z7/jCk11VIUPvTFEyzmSqwWK1ydT7FnyPgdsiiS6hnhUG+1SUQNfS4NEGTzAnMht4Lfa7QObBmOdkEJIJOrsHO0D7fDhtdlZ9+WJG98aNs39JvulT0+PsLrto3R7/eS8HnYuyXRnVp6x371hWco1upUGy2arW/sbwO68/FvXvuY6b0ffeRgF5QA3nlkt8nRsUgi+WyV2dU8k6ksF6eX2bNGIHX3SB/Hrs9yZmKBM7cW8HrMk1olUWQhXWBuNU8qV+5SvHtNswokBgIMj4QYHo1Qa5p/nyiL7N+UZM9IgqNbhphcNO6tRqttyhiMJ8Oc7yG5XJlYIuoxqNibokGeXZjh1PwCp+YW8FjNTpIsinjcVkYjfnYloiyo5jTclVyKIXtfN2rc6R7jWn4VEMg1mpxdXcYlm5/JrSEbufYiSAX63CLphlmAsaHVeCwRZdgdwC1b2eQJm1iKAPJdmtc8VhsXpgpMz7aoLDlYLq5X2D+b8uGWE0idrtsh5zjppnHuhlqlz7G+TzRu9xES5umTFBLWKOO+dz3w0RJsREz3zD573Dz0S6zDDn+YRlOhb82cmW/FPnLuLCsVIwL5rZde4Ndf+/qv69jTM/McmzK84Jaq8ttPvcjvv+M7AHj68m3mMuaFtlSrc2BUV2W2WWReurFmrMVKli3DEdqqigZdyZs7Vmu1GPV5aLcU2op6VybnQzuH+aNffMfX9Rvup9UaLSYup0jndHAO36VXz1IVeOzf/lH39V/+/Peze3j9wLqvZQ+NDPIX73k71WaLpqLwxJh5QbLKMv/i8F6evjaJhoZTtPDS5WnTPguZApviQdqqhqZqRlTXsXPzS4S8TjKdRXLPaNw03v3C9BKJiIfUqv5bQwEXl+dT3VlaciZP0OM0jTFpVFpcndMjtVjQva5eqYkgWPT0rNtjhx6ejKrCdn+YYa8fTYC81DDJTl1dWcVlsVDpRCQ7BmKc7KG7P7Spj6WakWbzW5xMZVrU2l5Cdic5wSyHVFNa7PMNcru8QqZRYWvAz0TFkDQqt2ts9owwUTaUILyym2XlJqKzRtQJCcHP9TW388X8Enui/SyVS6RrVfbHEpxeNq6rqmkMWMKkmubU3XBQ4Xq5BrjwyFEyzTUTOIF8awUBsUuKGHAMMMDfd7ZWUJVbZCsfw2s/uu7YB802gOke2fc+sYvf+pjR/NZst7k1q9eZPvSpY7zh0FYCnq/ddHxnAqtNNv/Zzq8uMlnMUmk2+dgVM4X0MzdvkG/XqLRaOC0W/ufr3vpVqcohtwuLaGiwgT7K4Y4dHR8k6HaQ7dFu87kcpnHY2/qjXOvpkdmcCJvEUfcNGtp5AAf6ElzrIT/cnFnB53Z09eFiIQ/veMO+r3FVHhz70y+cZDlnLCg3LqfY/nCEqzm9gG5BpD5vVg/4rb9/jo/87Du+YS/2yPBX15AsVuv82RdOketcw4Dbvi4dmoz6ODvdYdkJ0B/0mf6uogAWtwWv7MBqkait0ZVTNY3BwRCxqBdBExCtIss3Daem3VYZiwZZddhptNsk/B7OXzH+zqlsmd2b4lzsEFuG+3S9PxUo1RtcmV3G7bBS7qTK+vxuTl+b79aw9m03j6iQBAGfw0FcknDbrFxcNZMQLs1l8Ucc5Js1NA2S9iAXKvo+S9US0TUDAa2ixGyxQKpaRxIk4g47E3VzlDhXyRC3xyi3yxSaFbyWECsN4zcuqzcI2gbJNozruicU58LsEiDoyul3ccSuLK+SjPhYrpdQUHnjsJf5xrnu9lK7gksepNw2R2w+S5hiK4NHDuCSfWy1LSBq5u+cq3yGfv9/RN6gi28YwPc9uYcvnb5JqdrA47JzsYepVqo2+PzJ6/zAa+6+AD89NcmPf/ofaKkqDw0M8NG3vb27kNXaLT7w5f+ve/MfjQ+yesvwUrf3RfncpOHp/eXl83xgz4G7fs5IKMD7ju7nT146Dehjvt91eG93u9dh5+fe8ij/6WNfAiAe8JgUugEKlTqDYT+yJGKzyFyYN28/N7PIdx/ajigIyJLItdNmPbRqvcV3PrmV/j4/kiiycyyO3bqG5/uAWKla55c+8nkUTVcUn1s169UJCMQKDryOBIIo4MbCiTUjOs5PLnJ7OcNY/FsjvvTa73/mpS4oAeTKdQ6M9XPmln6tfS47N5cN8o2m6Q5GbzS8ayhucjjsVotJ9i/qd3Nyao5mR0V7OLJGmUDTqKRrLM7pKbS+0fVOl1WWGIoFsFkkvD47twrG9as12zyydYhyrUlbURBEwcT2vHF7BXfSQrlTzxkNBjnXowd4YDDByVXj3ko4vdyeymK3eol6HUwUzGKKFzJL7AzFmKvkKbUa7AklONXRr1M0eGkhy1DUTrWHtdfvDHG5qPdG2UUnqfoavUJB4VDSx6WUzEq1gt/mYCpV7F5FFcj3gNYd2xIOczozj4BIxOHB58hRXjOM9lpxhajNQlvTf3/Q2sdC9TYaGqV2jlI7R0AeYesaH1QQrJQyP4xVjiDKw1jsr0e23n09uJ+2AUz3yFRNYzZXIFuqImRgKOZnNpUH9G791x7Y/FWP/ePTp7pRzLG5OT5/a4I3bda13/7m5gWTR3Ymu8CmcIhao41NkpjImx/A/3nmGKIgUFfauCwW3r3TDIY/8fgRDg31Y5Nloh4XLqs5z+6POGn3CzRVlYKthbUimWoJAbeDi6tGDmY8EuLWspHf3xwP88vvfF2XMv3/+c/zmx/5Sne73Sbzo29/mHDgwVdD/qPPHOO5ywaNe8eQuaBus0hML2ZN5I/RviCTy4an+9iOkZcVlAA8zvWFDE3S8AQd2CSJmM+9nvyQyuqMQQFEEa4vmFUPpldzPLxjkEpFBwrZIrE8WzZt3zUc48q0/rffN5Tg8nXD+boyucxAws/cqg5+ibCP87cWuxJI4ZILWRBodyIIn9POpdtL3Yhp/7g5QrLIEqGyRNziwu+2m/QIARZzRXwWG4VmA4skUqu30dABbyZd4tCWBCezRtp5zBviciqNpoFdtpGpmus8lbbCkG0TGWWRbLNIvzPM1aLBpKurTTZ7BrhUMJp4bYKFijyNJ5zHown0s5WvpM0pusl8jr3RPq6kV2ipKgNeH5fyOsBqwEqtQioXBOeU6biANcJcrU3I5sZvceKQ2mQxX4OJyjxj3gAyBmD2WUcQ2qe4Ezy368/ijnzugas7bQDTPbIvnL7RzbdrGljsMpIk4LLbePX+MSL+uy/Eq5UKJxfMBdT/c/EC/+v0aaqtFhG/2RMVgIxUIivpYLXHlyRbN4Br1BfkP7/wVPf1oNfPE4NGjcJltfLE5ruL7Wqaxu+8+BJNTQUB0s0aD4/1c/6q8f2Kitm1a6KaVAp+7k2PmPp4vuc1u/nUUxeZmF1FlkTe9eaD60Cp1VZIFcuoqobdIr9szcjfis2n8/ztc2ZRzSszKR7aNkS+XEPRNAI+J8fW1NxEdOq1qul0+X/7tidf9u/2vtcc5OMvXOzq2kX9bi4uLHeloVKlMjv6o1ztSblujYe7gwMB9m1OmmYpJYJeTkzNdcV0D46YgQJNQym2cDQF7FYLVm09r6o/7CPkcyGKAmiwmDYitHShwqGdAywWSzSabfp8Hi5OGhHQrfkMNtmQtxpMBroTh+czBfZujXMqZ3z/hMvL2fklXJKV0VCQK/kVkxTQ7GKR4XCATKNKU1WoNZQuEaLebuORnIDhULllK2eWKqzUJcDP6HAAFXM2YLaaImGPkG8VqSoNNnn6uXqHCShozGvXSXi2sFgyAD3p9nJrMYva0oi53Az4vMyumCOvpybLfMdeP4V2vvNd3ORbeVpam+V6nuV6np3e9UKwoiASsIzhkdqoWECwYW89Z9pHaV9BaZ1Dtj5YWnobwHSP7Paa5sR6q0VL1Mg361yaW6atqHdtEo24XHzvtu184trV7nuLpRLT+TwAc0WZWMhNqqHf7HsjcU6mjBTGcqvQnf8jAKmqmXzwyy88xRe///3IX6Xps9Zs8akzV2m2FIrNBldWzJTU67U0uzfF0TQNURTWzR9KFUr8zU/9AG67DVkS19HiJVHkL37t3V/TY/vjp07woS/rA9I8dhuf+YX3EbqLqsK9tJjfQ3/Yb2oI9Tpt/Or730TArTsLnz97Yx0wuR12bnUiJkHQr+/LbR6Hje/et40rs53psm6JpSnz311RNfYk+3RdPIvEudvmfrPbC2mCbgelWoOWouKx21hUDfLA1cUVUw3owECCy1eNWUaTC5k1jdIezkwsdGtE4/0R0+c5rDK3FjPd6DLpN98n9WaTkf6Q7pxY5XWznkqZGnGXm3S9gsduZ2JVf94aisK1lVV2JWNcShvHDPoC3bEafW4vS4K5/+jC6hI7o3FWmyXS9QqbfRHOdaWyBF5cyLEpZk7tDThinM1NA+CUnCzV1sxeETS2J6zkJ2WqrTYWUcShWlhulQGBdKUKiyBazKSQqMPNC9ecuKwyEYeVeKzBknbadOqrxQW2ePxUOuAF8FqfDZf6HHdKxrJ8957GduO5Bw6YNuji98je//pDeHtSLKEe6uvEQpq/e3G9MvUd+4VHH2NbOML2SISH+we6oAS6d7fFFeVwPMmheIKWZmYXrdQrDHsCRGwuvLIdNDMABO1OpK8BCh87dpFf+eRT/LfPPMuHvnicHT7zgrLVHebcwhLnF5c5O7+0roH03Y/sZ+dAH8ORAP1B310B6GuB0kqhzJ8/e6b7ulRv8D8+/+JX3f9emUWW+Pnvfdz03k9+x8NdUAJ4w75x9vQw7lw2C9M9QKZp8Dufev5l/24TMyt84jNnuXJ+nsvn51mZzK+TQQqUJaaOLzJzYomZE0uEHGZ6uN/hoJaqI+RV7BWo18wAWq232JwIs30gyq6hPmoVM6kjX65xcOsAezYn2LkpTjjiNjXf3pxfZbw/3BWr3ToaM6U8FzJFUzPuzk0Jrs+vcnMxzcXpZXYnzFp+YbeL/HQFeRlGFF93RPwdk1SRsWCQoMPBkN/PuZQBxMvlMnv9a+jzoTgX5lZZTDVoFyUydbPUVqWlMGQbI2oLIAsSA44YF/KGE1JVGiQda/T7NIHlpkLNWcMfkdgzFGEqY46O0uUqe4LGPSMh4LHayNSrzBaLnEmlOTMns5YzIQgCEWsfI85xRl3bOOzbwpDwJdM+7fYNNGnY9J4ob8Hm+lEeNNuImO6R+d0O/st738j1uRWcNgsffeqsafvFySXe8fjdm2FXKxWupTvMLlEk7nazVDY84FklzVxOv8EHXX6Tltx+f5Kzc0YUM+D1Ma8VummNnzn40FcFhmqzxZ8+c8r0XjPTIuJ1YpEkPLK1W1O4Y5cXUjyxZQRZErFKEh947BsvrD5/fYovXppAVTUUVaW2pt/n2WuTKKr6T0r7vNL22M4RPvKv34miqqgq7N20Rm1AEPj1976JGwurKIrKXKbA7/2DeYLz8RuzpIsVwt6Xr2Xgt//i6W7KDSC1WGDfkX7OLiyiaTrt+uo5Y2FuthR2OYMcq3be08ChSd1zqCoEJBu9sd/+4YQpyto9aAaKiN/NmevzXSbg3m3mVJNFFsk3G2gWfWRGdU3j6Wq+zKFN/bRVDUkQODdtjugy+QojkQClegO7xcLFnhlfV+dSbB4JMlE0anmapjG5rD8jibjHxDwFqNUUtgei5Js1VE3jVjpLl6SgCURkL7Pku/v7rDYuFVbJNVuAnQFbCEUzR0g3iotEbAEyjQIqKglxF890xr8XmnXOZOcZjUSZXjVSmhZRpJprk2z7CTodhIMOnl6eNJ33Zi7HeGKUsmC8fyQQY6FmNOA2bXH2O1gnBitKQ9jECIqWp62WcAX/BEG8v9mHu9kGMN1De3zXKI/v0iXn3Q4bv/xRw6P5wVd/dUr0n5w1wvaWqhJ1uUlVKjhkma2xMGcbRmF0tpLn0eQopVobUYBqyRxBXVld4ZHEEA2ljQDsiZi9utVimfd96OPUmi1EQezOprljPoedz/34+xEEgbai8r2//1GT+vWWvgh/+J7v+qaLqY1Wm//3777CUkdQVBIF+oNe0/iEn3jt0fsOSqADz57Rry0xlAz5SIb0JmNFVfn8mRvc6CEWfN8ju19WUAIYjAc4d93MdhRX2zjnVSRJxGeXWVhzTLlUZ7svhCSJOO0WztxaMK1q16aWeWTbYKcfTePWkpmqfHF2md1jUXL5Go1mm5DfyWoPi+7arSV8LjuFip762jkW707MrTXbtNrm+3TfSJLTPb9h53ic8z06dNGAm1Nz+vGbY8GuVNIdi8lObDGZQqNBzO3i9HwPEWNphcE+H7PFHkCwiFxI6aAx4PFRaprJD+cWU+zqj5NpVFipldgedXG1eCfaEbiUX8Jns1NTe1N7/ZzOzCMJDsI2NxOF9Qy8YNjK1KrO6gTYG49zqlNTTpXLuApWHG55HV3fJ7sZcQ8iCDJOUSRVN8sOpRpL5Jx7CXK++54sb8LdOo8gdKJJMYogffWJ4vfTNoDpPtl3Ht3BV67cIl+tE/a52D5oBoiP3bzA52dvUm21yGXNhIJ6o4VQ1mjQJivUkIICSs8En9mVMtMd6u/+PnPz5o5wlOPTRr/J7x07zn969au6r//0mdPMpPPd1/uGEyZv9adeb0RYsiTyS9/xat774Y93t//s6x/+lhg+f3v8YheUQK+F+J0OfE4HkigQdDn53sO7vunz30+TRJF//T1P8Ov/31OoqobNIvNTb334Zf+cH3rbQ3z+hWvdaGXbaIxrk/oQQVVRuXRrkeF4gLklfWEVBIG6qDI7Z6SVdm+Oc7GHubdvU5KzFw2q+87tCc5UDaCIeF3cyOW6nxm3GoofoDtUyaQXb8uJRRRZzpvZabcWMxzeOkCrraJpKjenzLXMYqGG3SJTb7WJ+txc7NHNm0hl2RQNcntFB0uLJDLbKDGb1Z+BmNsM/AICQ24/AYeDYqNB2OXkZNp4JuZKBXaGY1zuqUnt7YtzaknfRxQEMmsaYGtKi32uERbqC+SaRWL2IJdz+vGKppGql9jqj7NQMdeyEEWcEYmow03Y6uLULbPLUGk02T/Qx8m0AdJvHA1SEp/mTuYzYPFhEcR1auML6jYCNhlBLSBoZfyCZoASgLoCjafB/vU14N9L2wCm+2SFWp0X5mZ1llEKXro1w8NjQ4Dem/QbZ57t0sDHfWE0DK/KoVm6/5/LFTgYG+ZES4+advnjXJgwvNmzy0vsCEdZKpewShJa2xwBffT8efbG4giarsLw8ZPmWtf56UUOj/bT1lRkQeTgqNnDOjTaz8d+8gdQNQ2bLLM1bq5BfaO2rh8GODI2wL9882N32fufnx0eH+CT//69r+hnRAJuHt45TDpbRhRF2mvqjggQCrsI+vUUjs1t4cWrZpJGPl9hKOqnrahIosCtGTN9PLVUNNG7Iz63aeRJQWma+p527Exycq5HVX4gwULGWKR3jcQ5fssAhx2xCDd6pht7PQ4mmnkQwROws7RsJnNE/C68Ljv1Zhunx8qLPT1Ml5ZS+Ow2CnXdwfPabVzJrZCt6c9XyLm+x8ouS+wO91Fo1rFIIhd6Rq6rmkBEjJDCiLg8sp0bhTSZZgur6Mbv7mNSvW0650xjBo/FQ6mlf489wQQnF+YBgVIry22y7Ij0cWPVnBK0iQL7khHsghWnBFbv503bc60Cu7xjLNcNEeGwNUaCT1HorCGyGCZKet2QQq36MbA9jiCYa4z32zaA6T7Zx05eNE12/bXPPM1v/4u3UlPaHFueMfUm3SykeXLzJuoNnVl3ZcLsTdbLCjsH3LQ1hYC89s4DMatRTTWoAqNj5oU/5nLzC5/6fJcFdHgk2Z2ZA7B7MM7JSeMh/9/PnOKnXm/28nfdZajcN2uPbR3hyW2jPHNNz5/7nHZ+6FWHXrbz/99gn3/uKs+dMFSwNw2GTaLBkiiQShVZWtGBweuxY7dZqPfMdYoGPJzrCLJaLdI6LUdN0PC7HYiigM0is5g1RwKz6TyH9g+gtFRE4PKqGdguLCyxYzhGrdFCUbVujfSOKT0rk8tuZara2S7AzeU0m/tCTHT647wOG1fSq+Q79PgDXjOVvaEoHB0aoNJsUmu1sThEzqwYQHMplcLnsFNo6cdbBJF0tcp0MQ/AlmCYpmoG93MLGXYOxsk2y6QbJQZdIa4U9OvVVBWu5BdwiBZqqnFNB1xB6soyUYsbv+whn2uxFinsLgl6LtXuRJTjtdsInQyhTRJ4S8RJVTEDM3gYdm6lrtZpKFWOOq8jacYa0lbTlK2H8ChXzYepFbTUHjQpCdIIgv+3EEQ/99s2gOk+2VoRTMEq8Ia//nMAos6OonZn2mvA5uDF5ZluHv2hoUHO9BSeLZEq03UdrJYaGbb0DXNjWffmtvsiTNw2akDXZ1cIBxykO71NSYeHlGbc5FdzqwQ9DhrNNrIkkS6Z2Uh/+sxpvu/IbmKvYC/Rf377a7k8l0ISBWI+D17Hg+XNPcjWain8wV+ae1Vuz6bZvT3BYqaIoiiM9IW4cNlwNoqlOrv3DnBmQn8v6HVwfcZwfpothe0jwa5yuAb4+zxc6aFsH9iU7NaMQCeCvDRvfMaBwSRne5QkNiciXOgcLwiQ8HgAoz7TFBS8/U7ssoWYz83pNZOAAx4H+z1JNE1DkARO9cheXVtYweWwUGnroLA5FOK5yelusvvgsLku2FAUHurrp9BqUG028dnsnFgyvvuNbJpNoRC3S8ZzdGAgyMWSHhHJiCzXzFqDVaXJ0dAwl/Iz1FUFv8VJql5AEzQK7RKFdoktvnEmzHiMZtEYHfDjkWzYkLnBHELPUtFQNJzCZqoYEkVBa4imcoZaW8/tOUQrDhYx50YgrzZx4kKi80xbDkKrU79W5vV/tX8A13u437YBTPfJPvDYQf7uzJVuPcUSsEAngl+pVjg8kOREfgaLKLLFF+F4yXhQzpQX2T0QQ9M0HHaZK9olE/smntDoiwYBDbkoM9mTUag2Wxx2xVhSSrQUlVbLDJBtRUFRRCqNFtAiGfSxkDO84ajXRdD9tTX9vlULe1w8uX30Ff2Mb1ezWCR2jSd47pQRMVmtEkuZIumc7oAM9a3XZ1Ml8ER1tmXS7+HSNTMLbiVbYvdgDEmSsNglnp83kyuuzqXYO5pA6ThPl1NmtuZsLo/TaqHabGGRRJNkkqbpfU5LWYPwUkNhtaIvtHOFAsPhANNpfRW3W2UmclnSZX37/jUtCpVmi6NDg7Q0BUVTSdUqpkV6PlNEREDtvLs5HOSZpalu1uBIbL0OYb/XSdArkKk2cFstXC4bjLg2KkPuMJmeuWEuSUayTjDoz+KTvbiEAZ5JzZnOOdOaxin7qHYAtN/t41p2xUR02DsQ5GphjaJDzsO28B5EoU5LK9FnzVBTDLJGTW2iygcRWmYGqKpJTLRWkMQAVilOf/MG0toES+3j4PzafYX3wjaA6T6Zw2rhHQ/v5ss3btNUFLJNM2On3dKQyjJtDdprSFsBp42L0ozOmNNgjzPOdK1nYJ/W4mpFrxl4bA68bh/Fcufm93tNqTlB00wD4PYE+zg3YXif2XIVWRRpdyK8H3/t0a8qArthD4b92A8+ygunb3cX2q3jfd20HOjyQKGAi0xnDlYo4ubCUqpLXEjlS2zpDzE5b0QIAauda9eMBXLrgRjXF42c07aBGGd7IqaBhJ/pbL772ue0s1qqgAQul5VC1Xy/Z6pVtozH9HEVdisvXjfXvMJeFx6njbai4vbYTASeywsp/E67kcobTnBsyiBq7BmKM1cwnKt0pcKRTf2omkZTUVhU8qaG1luFDJIgdBmpAbuVZXGabLMMVhjw9TOfN4P7VGmFEXeY1XqJcrvOY3EnMzX9ehTaRWrCNexigHpPai9gc6H5ZYYlDy7ZRrOhMV82R15C27xEB6wOMsoqn13UQVxA5L3D68dk3K5b2GpN0FaWAA2n9SjV5nEAFDVHTc1RtD9MQDGrl6BVgCZwl/kc99A2gOk+WUtR+MuLF1juyJNsW0MayNWr3GlFObO4yOZIiImivlCMhL2kex76QlXELlmwiBJ9Dh9Xiz0Cse0aBw4lyU9akEQBu0VmPm88pEv5Mo9uGabWaqEB5ax5QNxyvsS+HUkKrQZtTWUkaVYlVlSVH/zwx5jJ5GgpKr/63a/njTvHv9XLs2Hfgg33h/jL334v1VqTVlvhNz7yZdP2VlthdEeEeCPQVYaYm+jx5gUBu9vK7rE4iqrhslk4d9osPivl2gTcDpotBafNwvU5c93TZzEWNlEwlPERIFetc3DISP1pgMUhc7kzgl5P4bpJdUakCAKk61VuZ3VSzz6XmWmqCRrxoJdk2IddkrmWMteziuW6qca2dzjOsYUeokUiwlKPIkqmXuH1W/qpNFqU6goBf4trPYP7rhUWiNq8rDQMZt6ekJeJyg28dkjKbtOsJICmVmN3cGuXXWcVZWp1J0u1Akvo5zngXz9AcqVUY394AEkQqKst7LYaM3XjWmtAU9sKmKMji2TjWr2FRB9eS5ho6wZrLd9eIdAbGAlOBP8fIQj3F5RgA5juuc2m8xRqdS4up7qgBHBtaZUntgxTU9rIoshL8+aFIGp3AwItRVmXfmsqCg3a1NUWWg08FjullgEwVanNea/+QIy6QiBoXQUIj93K2akFqh1pnG1RM0BuSUZ4qYeq+l+efoa//YHv7yoJ/OOlG1ycNzzp3/j8szy2eRjXyzT4cMO+ORvuD3X//8Nve5h//z8+3X0dj3g5dnuOdsfziYe95tlImka7pnSnzfrdDqxWiWbTIAA4gg4yKT21ZpVkffJtj5UbTYbDfiyyhNdhN+nugR61HNjUmeNlt/D87enuNkXV6I/4EQWBZlthOBYw6UVeml8m7HZ2U3m7B+Oc6qlB7euPc65H1b6utNgaD+G0WLFbZF5YNkdjQtuctnp0JMbJYmd+mgChNb0+Ghrj3iihhotss0rUYeVWRWfECQKUlTJbHEOmWU2SIDHqvkHckUUgTqk+zMdvmdl310pLOGVLN7VnkyTsDoHTq8Zve2LITMMHeGlF5c3JYcqtDHW1yKhrB82OJp5Cm1xrmahzB6xJ7QE0xXFE0YUggOT4QQTL3WWL7rVtANM9tOV8ie/4zY+gqBpehw2fz0ahQx0NOu28uDDbTZkdjCc4vaRHPpIocDOfYbWqp15qbRc2h0GOGPK5uFrRF5Vyu87ewBDnc/rDF7P7OJ0ygGOykuHQnhGuXMpgkSW29kU5NW0Az7WVVY6O9VOo1vXFyiPQI07MuaUl/viZE/hEGy1F5bMTBkUVYLlY5ukbk7x199aX89Jt2Ldgrzq8mUf2jLCaK6OoGqJDol0xnKKldJE9W3XJn1ZbYUciytUbxsKeL9fYvzXJpYv6feL1O7jSo1qfKVU5MJIwRGAF0CwC0z1jQLYmIqbUn8dh687pctus3frTHau3WyyU9UhiUDQzSduaRl/Qi9/twCKJXF8TIeVrhlMmCGD3WLmWNr7vQMjHbM9k4Wy1xoG+PiyijCBoTNRvmc/XrKNpRr9x1OblVnWCWkewOGQfJFs2p/Zmy1mCVg/Zpj7mYp8vQekO0YACTtsyVnHHOrbfjngQURARVAFJEDmRnTZtL9XWjoDReEO8TKGpF5JdkhtJmV7T0QTLrRzRnteSGCAm1NCUWbo+hfWxB0ajbgOY7qH97fGLXZmXYq3BvmSCY9lF7LLEpliQ4z3iqxPZLLvCMUQEfA4bzy5Od7elKhVe6xulUW+CAunSskn1cL6SZdAZQdEU3LITlTq9tFRR1qOspqLQUtb3uMw0i8x3GgH3B82FZa/Fyp9/9jS1DrV4+5i5MTjsdvKarZu+2Uu0Ya+A3Z5a5dxzt7v33s4D5pSRBlTqze7f9G6qGm2HQHBXEIsoEvG7mJ80F/IrrRb7xpIIgMNh4bmJadN2URDYFo/QVlR8LjuneyKocqPJ/k3JLlDtTMZMIq2X51J47TaKnT6kA8PJruoDwKHBpCli8tisOC0yMa+HPr+b55fN2YeY3d0FJkkQcPlFzuX14wU0xmIuUnUDuOYrOfYGNqNoLapKDavcZL5uNL1fLSziszqoKkbdbIvXw2J9ij6bhYA1TKV12XxBhTwP9wV4ZtEAzM3+XqFYOBheT8K4lE7zquERiu0qq/U8b02IlNs9A0jVMqq0A1Tzb0bwsartxi55sQoy/WIVST1v2kWpfRzZ/ZMIwv2Hpw1guoe2mDf3ejTrCvYsgILoMXtcUYeTm9dWEBCwWSRiAy5SnYjJLslMPLdCuaQ/HDt3xEiNG021SWeIs91ZMzkOx0Y42RGt9FrsXLloFLXPzy0xHgtzM6U/ILsH+zjXM9vm3OwiY/Egt3L6+Xdbo5zvmdJ55VaK3dtizBWKSKLAjz9xBMcDOtjv/0ZTVY3f/oMvmrTzpq6ncEetlJu6CsCezXHOTxsR0oXZReJBD6kOS87ndXA1tUqlI4w6tZojGfaa2JqttsqZTrrNJksmMgKATZQ43xkqORD2mWo+ACgaTkHGbpFxrpnQ3Gi3OZBIUm23ENGYWtPzNJPL0+/3kiqVcVmtzOQKVFttpjI5pjJZ4n0elkpGPUgQYSjsxW91EHDYeSZnDNLUEIhZwiZg2u4d5NmeVOKRuLlVoqG22eLZRLqRZbWRY9jlY6muN6q3tRarjSW2ucdZaRhadpoGbVVgsy+M12LHbbHx7JK5IfdaPoVdlKmrBkvv0YEo53LGfn5LjbJZrYhUfYawaIWOyoNditBSFmmpBSqdfR3Ofaxt+NCUWTRlCkG+/47lBjDdQ/vZNz7KVy7d6oqS9vYyXbi9xLZtYa6VdYDwafauukOjpbBJCFGztrFKEttsYa6WjAfl8pUVDo1soe6uIagi1wrmOTG5Vp6DId1Ldio2XmqaqcA+l53x/jCKqmGzmW8JDeirOiiv2FAUFWmNEycASkGhsqh7i5PTaTjyzV2fDXt57Or1Rf7Vf/hbZFnEapW7FO47Vqk0+H/e9UbcAQettsJHnzYLCisaHN0/QtLvpdlqM5nP87lzRr1E1TQSPj2Vpqgqfqed4z3kiUZbYWe0jwtzS7QUlS19Yc5PGffkXLrAruE+LnVqk6PRIOdmdIHZeqvNxKJ59tL2ZJQXb890gezAaLJbXwIYCvi7EdNgwMfFxV6qusCgy0e6WqGlqAz4fJwrLnZSaHm8VhtWm0yzZ/GvlCS2CJuw2wVsVpFnlqfpRdF2y2O6Xv1OHzO1qzTVJpIIffYgszWzo7naLKGpIoKo/y3KtdfxwrKRggzaHMiCSLtnFHql3eSxvhFq7RalVoOwS+JyccJ03qvFEINrNFi9ljipZhuPJYJTcuOSChSbZvbdYmOBQVlAEIzvKbt+DPEBACXYAKZ7anG/h//+rjczk85jlSV+57PmYuSrosP81ne8GYcs8+uffsa0zZoXsFxuo9GmnjBTbR1WmetfKXZn4+z+3n7OYvRZRKwBXljQ04QCMNbfx8x8J5UhCkwVcqTKejRmy0tE3S5WOq8H3F4uTCx2ZfYvzywT8bq68jNbkxHTtNNPvHSJ7zm6k51DL58axIZ9/dZWVH7r979ItWZoou3akSSXNxbyt7xhN69+2ChyOxwWjl83Uj9hr5Of+d7H8Dh0dtbEYprPn79hGrVQqNe42VFeGImamZoAQkODgopFABfrI2iXxcLWWAS5Ixo7uWJE/IVanUe3DVNptdA0jeVy2RRdTaYyxL0eaq0WXrud8wsG6F1cTDEU9DGTNSKeRrWFVlRJeD0MeL1M543PKjYbHIomOJ3Tf3/I6mJysUihoUd7XpsNa8BCEwO4bhezHE2O0dJalFsVQrYKqU40KQhws7KKS5JQeqSgXHKYs+UGIWsAv+zhH6fNFO9so8beUILzPdJHhyMDPL9sCDTHPGvGaADPrFT4ybERym19P7ccpdBcpK3VyTXnyAEu19i64xpKlvPyW/BSIMAyAeswsuffrNvvftkGMN1je3K74ZHUmi1+uwNOsijy7kf20+fXvbF//+ZXcez3/6JbA1ILxk0+uZhl71iC851i89ahmKn36NYXK0Tf6KGutXGIVs6vGHlsDRCTKltsIURRwGd38OLNHm9XURj1BRj2+PV6QVMirRkpm0ZbYawvxEDAh4aG1bomwtLgD589QUls0lZVXrN5Ez/80MFv8apt2Ndrl67Mc2vSTN2+dm2RfTv6UVUNBPjhd5t1B/eP9fN9j+3m5sIqzbbCB95wuAtKAJsTYd50YCtfOHsDRdXYO5rg7KyxgE6tZNkxEOPKnB6pjEaCXLhDhNDg8u0lPZ2W09NpiYCXM7cXukSf/pB5KOBgyM8Lt6a77RL7R5Is9PQhDQT8XSaoV7atUxZPeL04ZSvpSoWBoJ+zc4uAwEqxDJqG6DKaa9GgVYaBdpiA04HbYuWlhvE8FBsNDjv7OVud5s4Bu6LO7kBAAQHXGgJqsVVlq2cnK/VpKu0CffZ+zuYXUDSVlUaGlUaGvZEjnFjThOySrRwI9yMJAqIgcmLFzB48l8ri9Zqju82ufv7zF8O4LdvZ1Sfxpi1LNDXzqJqZ2jxJ2YqK4awI8hFeKtwhLgkcDh3lceHB6U/cAKb7aO9+dD8zab25bzwe7oISwFDIz9sP7OD60iqaBguXzRNwNSAR8tJqK+uGwLUbKoXzHgr1OgIwtNPNrR4BLo/Nxmmb/vB5RRtel51iz6C3+mqDG3P6/kGPA4dVptbUHwZZFLk1l+4OdfO57LjtVsr1Tj7bJnNydaFbqL64sMyrx0cZDa33qjfs5bc9OwcYG42awGnnWJzLJ6e7r08cm+BNb9lrOu7f/8BrvuZ5f/09b+LX3/MmFFXlT7580gRMAE9sH+Xffc+TNFsKXzp9k9m53llI8PjmYcJBN41Wm+sLqyz21KfmM0WObhkgU6nSaqtIFoGekhiL2QIC+j3vtFpMta35XIFdAzEuLemLvMtqYXI5y2on4h8JmBl9K6UKRwf7uVhcptxqcTjaz6nOSIy5YpEtofC63261iOwP9SMLIh47XCpfMX4bGk5xkCLG743awlwszNFUFexiCJUoimZunPU5zVTx3cE4L6amu69jdnO6EKDUavGwe4yl5gorjTwhq4eLEwqqBsUmvDirEHD0sX3NJAtF07he/m6i9iJ+SwabbOdcyTzj6WrhyzwaeS/iAwJOG8B0H80iS/zy2193123ZSpVPnL3Snfp5dCzJxUtGVJQrVlnsqDPnyjXiPZIu4zv6OJ42mhfFlAXBr7cuicBcxSgeF1sNDm6Jce6sDkRbfEFu3DRALFuqcXAsyXxaJzf0B3ycumF4lIVKnYPj/ZSaTURBwBWx8eyCkRZqqSp/8PwJfuu73/TNX6gN+7pNFAV+7P1P8Bu/+znabRW7VWbqhlnS5i/+7Hle89qdWG3f+OMviSLvfnw/H33uHIUOuWGsL8QPv/ZQVxFkKOznU8eudGcsRXwufva7jNTgVy7d4oXr091zhtwOLk0vU+2wAneOmtPANouMw2rBIkn0ed3cSJkXdY/NysEhXTdPVgVOTRvPyUw6jwhd+nTU7+JifYmy0CTgcVBsmkfK3Mik2eQPcDuvPyNb+gKcKk51VSBGPUE00TyAb6FaYsi9nZZWptYuIArQVHVHra42yDRzrGV7hJwKrxlpIBNAVVwcWzQ7nql6iZ2BPi7njL/dFm+EL1xIo6gCFjHIUCJBoWbuD/vMDYUDQxFqivEMTxaf5O9mWoAP8PHezRZsFjMwldsZJkovMu55dIOVt2FmUzWNW9kMDUXhS5cnTKOoT6YXeGRrP0pbw26VOd4zpqCtqCT6/QSGPGiaRtNiTm3MpHMc3hGgqtYREJnJmqeF1uvtruxQVVCQRMHE4hKakF7SQc+miOZmTKDZVLgxrXvo0ZIbi1M0pVdeM76he3cv7fCBET7xlz8JQLFY490/8Ifr9llLiPhGzGW38l/f9SYuzy3TbCu8dveYSaYqFvDwE299iFM35mi02vyL1xwwpQZftWMTW5MRbiys6pF/0MelWWMBLpcbxjougGQROz1OLQq1OjsSMa50CA4ht4PzqWUqnR6ow0mzsvhqqcLjg0MUGnXSzRrygMBcQQeNXKPGSMgcUXmsVmpKm0Gfj6DdQdtbRSka9/pkKcuBWIK5hh5liYDLYuVEh+btkizEXeboaKWxyqhzhNuVaQRBj6jmqos0tSawBCKM+g5xMWPux/JZbRyM9FNs1qm12yynGt3nsqVqXF3NYBFF0zRej9XGV2YfZcBbJeGq01ad/N2MGXw/PavwzjELimasA35Lgs8t/haf4zcJ2YbY7X8TewJv5n7ZBjA9QPbU9CQ/8pm/B2DEF0AQ6Bac4y4PZ3omem4djHJ9VgcDDZhtFLuD0RJ+r2lWzv49Qa6WDTbP7ugwz893Uj0atDNCN98/ly9wZGeSixf1B83nsHFtysiFzy7n2bslwdlJ/cEciPi52EM1XkmXObA/yfGUfvzWaIQ3btuQKLpf5vU6eOf3H+VPP2z0unzwZ16Pw/mtKXM8um2YR7cNf9Xt73/9Id7/+ruPK6k0mmRKVTR08k2lYV4489U64/1hREHAY7dxsqcBHMAhyxwaSOrYZRU43iMoe2V1BYdF7jJfD8TinDynO3EaGsFBc4rsQnaJ7ZE4c4U8pWaT0UCQC52G9NlCgSN3IRw4CDFq9yCLKj67xtm80WReUVok7SNMVg0WY9ga4moxh6L5iNoCeGQbKw1z1Jfw1ujp4mDIHeB8frZLFR+wBcnWzHJh+UadfbE451L68ycKAsNxNycyi5zIAMjsDAQBM0s321CxaA9jl65TUVawS27aWpO2pp8/Vb/JS+k0u/xvuG+pvQ1geoDsz84btN2pQo6jW/o5f30RDY0Bi4ccRi9GvlwjHvMiSSKhsIvjS0ZIv5gv8tDOQYpCE0GAhicLPUS+i4UZHnLvoN3WJft1UVcjzbDcqLBzpA9VVXFbrJy9ZF4YWk2FoaAfVVUJO53MaXkTa0ptqHgkK4qmYhVEtN62+Q275/bQo+OcOH4bQQC3287Dj26+r9/n9z77YpfVqagaTptZmy2Z9HFhwYigevvsZFFgOVfq1pl2D65hf6oaW50hZJuEaBGYuG7U2gQE+iouJnvqQftCSc5M6Z8Vdbq4mTGn1C7NZnBGLFSVVnf/F1amurfzQ33rgStVE+i3j1BWclSVKpWWg6qipwbnaivYpeS6Yxy2Ag8l+hA1C7W2PvG2t39prpFlS6ifGz3fz2ezsVQuEXE4ibrcRP0OXiiYNfGu5JYJOVxkGsb4mh2+OL99MoOq7cBt2cH7dgGWp0zHVdpZZipnGXHfn1loG8D0gJimaaz0yMQAKFYNrU+goai01khkWRwSN5t5UGE5V8PrsFGs6Z6nhsaUmGOyqD8MB919IBpe0yZ5gJd6xhocHk12IyCAmMXJhZ55T/tGYlzpiZrK1SZzqTwAC6tFdm2KcWnWEOCca5a6zZuXFlP8zZmLvOvQ3m/uwmzYt2SapvEnH3qKKz3zl469OMEjj90fTTRV1Xjqklny59ZSmgObk6DpQwmfnzOrFjgtFnb0RVFUlYDDwfHbPcricyn6+zzMF3WnbbctysWbxr27ORlmYqFHPmmiwsO7B2hYVJqiwpU5I322Uq1wKJHk1KLh5MWcHrJNlRFnAJ/dzmRp2eRjnU6tMBJ2UmzpZCBZkEiVbDwzVwW8jHoTaFYzu26ivMAmV4hcuzPoUPZwPaeRbup1H00Dn7wevEJeK8mGh4VyCUkQSLi9XOuk/1ZrVVbrTgQHphEfGrDd2k9RrJNXygiyxs1UsUsuKbfg49dF3rlLRsXcqdtUzRHavbT7X+XaMAAEQeCXnzAzo+ZLRRoduvip8hLhPqNX2xUxZiKV6g3GooZo59bRSBeUAE4vLjNuGyJgcRG2eqhlzYP3ruZW2RqPsDUWZk+yj8s3zaH/SqvK7k1x9o4leGj7IDMpc+d9ud5i194ku/YmOXB4yCROC/BXp9dI62/YPbNTJyY5edysKPCnH36GufkMy8t5crnKVznylTFRFHjPE/tN720finF6aoHT0wu8NDHLoL/HC9Og3VK5Or/CjcU0taa5Puqx22guNAnkZXZaw1y7bSZ62HpUJARBZ5FeeSHFradXKZ6pdoVs71i2UmWzN4hdknBaLDRsDfLNBjfzWU4tL7LJEzXt39JURhyD7PSOMe4eZJNzE9fyxvMxWSwz7DTT5IJWL/MVN4KylYC0BwsjpHvG3ggCJFzmmWcuycZMusxCuYRNktgbi3dB6Y6tlKts95mV1/c5h3nqxhynb69ya7qGq+Kn0jJfw1RVxSVuN713NPQDbPGa2wrupW1ETA+QPTwwyHeNb2WpXMIiSrzYozDeVBT6NwdxB+yomkZ5DZuoUKoTUu0oqoqcF8CDKb1WTNmYWtFTJoeT5tRJwO7gctFIeewZjnJr0rjp4x4vF6/d0RKDob4AM8vGw+dOOjjRk0rcHAkxsWqkHDaipftno5uiWK0yzabhDbt8Tt77/j8B9MGCH/3zHyMS8X61U7zs9rYjO3n6wm3aqoosi5xfQz2P2J2UXU1aisKmUIgLM4ajdGk+RZ/PzXJnJMYmf4BLq/r223Np9g8nON8T7UsiDEb8+N0OPE47z98wGlbz+Tp7tvZxJmP0XAU0Bxc6PVLbkiHO1s2agLmetgqAxxNJTmWNCHCnZ30za7PpxS+HyLeyWEQJQfWwUs+ygv4bdvuH1h2TbxTZ7xqhqjVYaeYJtyJcLunPaENROLO8SNLtZaHcI3OmgavmYZ/FgWDREESNM5Nm8LqSWsXjs1FqG+uHx6IxZFtAlrwIgh9ZGuaRyP2dYrsBTA+QzRUK/MPN68YI6HiS050F3y5KXLud6qbrhiOBbm8HgE+yMlvVc+c3Z1d56EA/xxp6+mazP8S1xdWuxNHlVIqw00m6qqcfIi4nc0WDSZRx1JEkAUXRkEWBhUUDhDRARMBlt+o1C4+dcytmL7WlKCR8HkRRJOC08/Z9O1/Gq7Rh34iFIx6+53sP8rG/1ofEub12pucMp6HVUvjo/3mJf/lzb7xn3+kfn73CjVP6vWmxiHhHHOQqRsQgiSK5gv5aDK2vTYasDmxuEYssM71grgkV63UGIn6WskVCHic3FzPUGi1mV/P43Y51jFNvReYRTz91UcVhkTnRM0Tz8sIKI2NBphpGTcprt5C0OgnbPPgsNq4WzTWdVHMFAQ2t86zJgshSRWGyBHYpyp5gHxNlsyL/zeIiDtFKrUMxtwoWCmk35zvSYiICLYs5CwGQ9HhMwHQk3s9LswaQDnp9XVLTHWupCge9SU7mZmlrGiIqv/bQbRrqVRqdXW3SNPDv1n3evbQNYHqA7K8uXzDlh29kVtkfiSNqAn7VxrEZI1c9vZrjsa36gD80uHnb3O2vpBSOBJNoqoanYeM2+e62arvN7r4+XFYrmqYZQ9w6lqvVCHkdVBpNBAQkxZzx1dCodBpqW6qCP2TvShgBuBxWblZ1sLLUReYKeTYFQ2zY/bFEMkA84UeSRAJBFxeumXtfzp2fQdO0ezJOezld5I8/bkhxtVoqO7wBTnSAaSQa5HSPUvjF2SXT7KX9AwnTNN6DI0nO9qieuBw2LqSWEAXoj/k5c8MAmny5xu4xQ7A2HvZyfn6ZeofBt3vEnAYD6Nf8tGwKi40iSY+bmcYSVaXJSr0EaGwNBFioGcCVbZZ5Tf8YpVabdLWO3+rhTEYHi7rS5uTqPJsCPrItwxG0iDIBqQ+baEESVeoFG8d79C5VNMYCQTI1s4xRs6mSsHqJuFz4HXaem5s2bZ8tFhgLGALMAFGXi+ulVUBg2OPnLSMVVE6bjmsoq6zWThB1Przuetwr2wCmB8geGxzmQ2cNOZFBq48bZ3VSgV2WiHhc+nhq9AF/p2/Pdx+qQ4PmB9Qmy1y8qN/ckigytNXHTEcxOeHxcGJ+vguC/V4zvXyvK8a5nsVhOB4glS53M4POniGAjYbCFtysYABTSTLSBC1V5T89+xQf/e6335OFb8PMls9X+PAfP02ppBey5+eyjI5HdbHdjn3wJ197z/42oqBH4qb3mhATHVhkiZjdye0e1pyiaYz3helvtBAEmFtT31zKF9m/KYmqalgtEic78loqcGFmEY/DRqmTZRAFgXqzTX/YR8DtQLULzM4bEceVmWVCIQeZzth3p8XCTLHAUqmGTbKzKe7jVLU3NSbgl/0s9HzfXb5BE33cpZl7+DQgau0j0yzow/kEEZ8Y4XzGIBcdcK4XUl2ulRjxB5gvFmipKkf7BjjZeUaXy2UkUcDvsJOvmwkLCY8HmyyzVCpRV9o43CKpTqZkupTjb27Cfz5iQ9XWUPYb1zaAacN0e3hgkO8c38o/3NSnZ7prxp+n3lbY7HejoSGLIoPhACd72Eln5xfZPRKn2VKwyZKpt0hRVRKKk/CgEwGwizKLPWMA5otFXhMbpl5tIwDZtNkzu7q4wsNb+2k2FQQBJtd0qU9NrrJjbxRF0xAEuF0zLx6XVpaptlq4rBtTbe+1/cPfn+2C0h3zOGy84XU7UVSNRNzPkcP3TlE6GvLw1sd38Mmn9BEQwYCTK0srXcmrYrmOx2+l1GF1botHeOmWUWs9NJQkXTDuz5jHw9nOiPZNfWbZq2Zb5dDWPpYyJZbSBXYM93XnQM2nC+weN0dIiqqxPRKlrraptdvIVpEznXExTUXh8u0CcsKsAK5pEqOuKB6LA4dk5XjGrP5ts5izEbIgslKtUav76Hd56Xd5eWZpyrTPXNtcFwLw2+1cWF1GkgSG/X7OL5oJSoqqMR4Mc3LRiBDHAkGOz893hxHu6ItwuWI+LlMHRd2PIBzrvhdxPMSYf6PGtGE9tikcwDavKydIa6RBBEEk3dGo6+2kB3DZrNyYW+mOCtjWH+XavJHea0fhVGdEetThwi5L1Dv7emQrF64sdieI7ug392bs6ouamnv3jiU5f8uIqMZ3xTmWMl4fGE5wPGvs/8P7Dm6A0n2y175uJ//nL140KT38wA8+zOGj92+8wY+8/REO7Ryi2VY4P7vIx5435hTVmm3esXMPklOm2VY4dnsN1Xo1w4HRJK22gtNq4eR1wzm7vZxlJBZkKqVHMMmQj5MzCzRabQRZl9/qtau3U/hDxtyo/aNJnu9Jl+9dk9rLVRo87h3mamWBcrvBNl8f10q30DqjI9yyHYso0+rtP6oucTA8QqZeZb5aYHcg0U3t3SpmWKlVsAgirR6wy7eqPDw4QqPVJlurEXW4ObGkP0+KpjFdzHGgL8m5eXNtVxYEDiX19H293WaxXDJNyL28vEJfzMNytWQ67mpxlC0BCbek4JREDsV+A1G4vzPVNoDpAbKmovCXV89TV/Qb+5K4gs9p72qSlXumZk4sZ9g3nODctO7RbYmEOZvv0dKr1LDIAqoK/oCDsz0565VahaP9A8yuFJEEGJUDnGn2dM/Ppzg8nCRfriMioJbNBdQLtxfYvzXZBcGb1axp+9npRb7/yC4kSUQQ4AN7D7wcl2fDvglLJAN8z/ce5Aufu4iiqBx5aOy+ghJA0Ofk1Ud0NZB92/v5xEuXaXeAczDq5+e/63FsFn1p+s3PPcfU6pnusW/atYX/+F2vBmBmJcd3/epHuuooGhDyO/F67EiCQK5ap1HQnyVNA9liVjFIhLzMWyr0J/yEHQ4urJoX+sKaSHPA7+VicY661iJsc+G1asw3jLRkuV1nl2+QSwUjwtvsSXI6o/cnWWWR+UredM5iq86+YD/nOo6cpsG4I8lLywZA+m1m6jhARWt2KBZ6CnZnLMqx5bmuarrHaqXRMD+3AgLDzoAJmL5zzEdF+iJnOxlNjxzkkfj6z7vXtgFMD5DNlvKs1oxaTVFpcGg4ST5XRdM0sj3MJQBRE4g6Xaiqtk5YodRsUNmvUmu3qMsqXs1KpmYcL9YF0qv6Z4WiTpPEpAikZossZ/QbeP9mc7NfyOfiRGmRVofddKAvSaZqgOKOeIxfe83rNmpKD4j9+Adfy49/8LX3+2vc1WIBDz/ypiOcvDFHs63wM9/1SBeUAN7zyH7+7swVas0WAZeDn3vDI91tQ9EAr9o1xlMXdbr2/rEEJ28bDta+kYTpsyaW0uwdT5Av1cgVq1TdKpVKi0ohz3Qhz+5EHxcXDXBKlyocGehH0VSKjQbtcIF6W88qpBsVksp6BXCbLLPbP4AsSEiChedSRppOFVRGPH5SdQMYJEFA0dps84fxyA6sqp2nZsxRYlNbM6IW8Nns+Dw2Em4vXquNiytLxigPoNRssj+a4Nyy4ZA6ZJmqNcNgX5uoNUTCZsPt/rTpvKV2lsnyZcY8e9Z95r20DWB6gGzMH+KdW3bxsRv6WOaAbOfczYWumOuugb5uKg8NVnLlrrRLqd4g5neTyuu00pF9QRaruudWbbfYEo50gckpyVyfN4rfV1dWOTgW5+It/Sbe2xfnyrWeUdu3FxmI+plbyQMQH/AxmzYA9PLsMjGfm9VyBVEQ+JnHj26A0oZ93fajbz7Kj7756F23Rb1uXvqln/iqx/rddpIhH7IoUKibU3Xporl5ePtwH6fmdQcq6HawtCal1VzDTh2I+Dkxf2fApkZ/DHrFES5ml9gejDDbIUTs9g9yNnur6ySOONerNyw2VhlxB5mr5GlrKvtD/ZzNGkA07IisO+ZqfoX90SRzpQKrtQr7owlOzM8BAvnOQMMtwRA3subar0US2RaJMF8oUm422LXJxUR7GoByfZ7FpsgbfQ4aqtnhvZR/FpckErKNYpVc677PvbANYHrA7BcOP85kKQMCeOs2TrSNHPqluWWO7hikqShYRImTF3sacNsKw4kgsZAHDSir5kbA69lVDigJFEXFbpG50DCnLQS7SDTpRUXFIptTHoqq4XfZydp1ermmmVlVzbaC5teoy/pTm1Pun5TJht1/y+UrLK8UkSWRvpgPj9v+Tx/0TdiJG7P83UuXu6/3bDLXhCwWiYF+PwGHPgDw+Z7x7NlKjV2jhgAqgNtjxSoKDDj9xK1enp2e7m7TEBgQI6z26FXu8Ce5XZrGJdmIO3ws1dKmzMVkZYG4I8JSzaCGx+1+zmYXkCSBUVeY81mz/NJUdZVRb9yk3HI4NMDJTsreZ3N0ehnNjp/Har7GUaeLiVKabEMHna2JQBeU7lhdVfHI4zR6xq6HrH2s1L7AJ+c+CUC/8wDfOfCb3GvbAKYHzC5mlziV1cHIJVsJ+B3k8/pCHw97eTpteFcPjSW4cMt4sKZXcizl9QdnoOpD7hNpC3qeeb+c4Nycse+BsSQnO827oiAwly/oI6yBZcps6wsw21F3GIwFuDRlANnU7QyBmJ1cx1vbNd7HiYKRyvuVl57m1UOj+OyvzIK0YQ+uqarGf/yVv+fSVf1+eP2rd/Af/vVbXpHP+uvnz5teX59d4fFtI1xfWKHabFGgSSpfZiqfxyZL+kDLhuGwWTWRfYk46WoFr8PGscIsmgDXSqtMSTlcFotJvqdSbvNQXz/Vdpu6orDUWEQQoKo2uV1Z5WBokGzB3Ag76gnR7/RTVVo4RBvHV3UgUtGYqqyyI5DkUs6sfJFwe4g43DQVBZsgc3xyoVtLKjYabAmHAXNdV9VUDkX6EUUot5qUtQYzd6TBBLieybF/PMp01dzvOFNKIksBXHIFp5TFK03RVA3W43z1DNnGDEHbenWKV9I2gOkBsz+/bhR6K+0mW7dH8NywIgoi/oSLyZThfV1rZ3QGnabhddo5NmF4X3OrBV41OErepU+xzU6aw/Wbc6scHtJTDXaLzHPTBuCpgKvfwZ6AU98uS8z29I9Uak0ORYcodkY1t0VzBJWp1Xhhfoa3jN0fodANu3/2mc9f6IISwFeeucr73vUwyXjgaxz1zdl3H9nB0xcNHcAPvPYwP/4mPSV4emqed//Zx7vbGm2F3QMGXdzvtHM7n+2mt/ePJugt5dSVNnvicU535JKCLitV3zJzBd3x63cGqSnmrMRCpYCIiNoZS7jLN8bxtPH99vpH1v0GTVN1glGnPrTPs4kXegZtHgz3d0Hpjl1bXcUhy9Q6qcdRf5DrS+kuy1YUBHz+9SxYl+IFDGDaFxjgxbQxMDBk9fPWZBZxTRZ+ovhljkR+aN35XknbAKYHzLb4IzyzYNws9qrMjYxeD3I5rKZBmFGLixvX9cY8m0UiGnSz0vHYBAGm5/MsFHS6zf6hBDPpfPe8Y7EQZ3s66LcPRrjaIwpZr7S4MK+/dtuteD12ih2WksNu4ezKEqWO99nnc2NzSjQ0/cEY9Pp4/ch6zbAN+/YzTdP4pf/ySU6enUaWRMbHzK0GbVXjl//qyxQbDWRJ5D+963WM96+vo3wz9viOUY6MD1CuNfE4bfxQz/ynA8NJdiZiXF40GldbqAz3BQg4HAiS0K03AdyYX8URlql1qN6yIFAPZhn2QsTiw2uHcwUjspmvZtnkiXG7ZJw/5giSylVJOgNEbG5OZ8wkhtnqimmarqaBoNpQWzYG3H7iDg/Pzpi1+a7kU6b5UgBbQ2HOLS8x5PUTdrpIlypdUAJ94OhmT4hMw4h8RAFyDQ2hGqHf7SHisnB5zYiMTLNCW9uPVTCcYwGRmMMs8HovbAOYHjD72d2P8JnpayxUiqDB6qxRwL06t8KBrXHO5PSUXLhu406CrdFSGLY7KVRqiKLA5kTExMg5O7PIzv4Yq8UKgqAzjnqtVKwzHAwgChCwOrh82XgIy/UmW4YT1Et6970n7OD5HoHZ5UKZ1w6N0nLp9NW3b91hmmi6Yd++9uyLN3nhuM6KawJTM2ksFolWq9NPd2TAxJT7358/yW/88MuT2nv+8iSnruoLud0qU6238Ln0+04QBL5jz1Y0DZaKRUZCAc50op8pcuwdMNejKs0Wj8b7SasVFgpltibdnCtOA7BcL7LHsmbuExCxeXCKNrLNEm7ZwbnsLCoa05U005U0Q64wMxWDZJRrVnkoMkauWWeplmfI3tcdqHm7mOF2IUPM4SNVM9KBtXaLJwcGWS1VWSgW6fd4Obe8hKJpzBYKzBYKHOpLMlcomr5btd5mV6iPhXKRbKPC/oE4ZzL63yHbqCJlYShq747ruGMr9UG2ehcotfTxHk/Efp5h90Pf8N/mW7UNYHrAzGmx8mpljJOzc2hoJgoogLsmEVmwoKkq8oC5AbetKN3eokKlhiRAr/pLqdYgVdRv+v1DCeZzxs3s8di5XNQjJLtcIux3kckb4KWJAlc6EVVC9XZHsd+xDxw6yIGh9SykDfv2ts9/+bLpdaFY4/C+YRqNFoIgMNE0O0BfOT/Bnz11GqtFIuRx8sa931i6dyVfpq2oaJrGr/+NMdyu3mzziRcu8oE3HAZgPlfg958+TqnD1BsK+k3nubyQwu80JHz2jfbxXOWGno2wQVkzP1uXssskPR4yDT2VN+KKcjo9SbsT/+wJ+Nc9q0GrywRMe/zDvLhq0MfD0hoauADDfr8JmA6HB3h20oi8xkNWlDXkozvMvDvms9tJtyosdurNSY+X81mzPqKiwZCjj0stIzsTd3iJ2l8k18pgEVz0O/ey3f/K1Af/KdsApgfMVgplPnPyWnfR39Yf1SX+BbDKEren0zTq+g19ayGN32UnX9FvTKvD+HPOrObZvznJqTn9htyeiHJ10cgvT6Qy+Bx2Cp1xzUqPkES93SY4ECKdryCgU2sv9YweWMwWObA52R118fCmwQ1Q+r/U3vE9Bzl20qijbBmLcfrkZLcqMv7kCEs5g8m2a3Oc3/7M893Xm2IhNsfDX9dnLaQLvP1X/oJ6s40sievUT3wug2zzm198vgtKQPc+v2N9XjfVVoutoTA+p52ztknTdrtgJu7EHF7aSpthZwKPxcZKPdsFJYDJ0jKyYJYrAhhwBAna3DhlG88sTdLLprPebfUVVbaHw7hlOzZB5oWbc6ZjMtXqukMkUWBHJILLaqPRblNW60wUDHLEQqnM7uE+LuXMckTthoOd7jFUoUlVrfBI5AqCoFPOW1qdqcpxiq0UXsv6Kb2vtG0A0wNgmqbxO6deotJq0sy2TJHItfkVjowPUG+1ccgypy/NdW/Tcr3JQ9sGyVfqqKpKpmy+acu1BqPxIKqm4XGaH+JSvcGObX1IjTKqqtJQzN5bulrBG3WgaRoOh43KUhOMNDZqW8NVl3QfsaLdM3XqDXuwbP+eId75tkMspwq0FZWJa4umUv3sqQXG94e7s5euLJlZYX/ypZP84nc+gSxLOOwWZPnuKWBN0/jVv/4K9Y6mXltRGY2HODOhp6cObO7nex7e1d3/4U1DfOGKoVs3my1wdKSfQq1BulxFEHTK+J2m9S37IlxpG+nr24UcewND5FtVMvUiNllgvlpitRMx7Q8OkGoYRKRSu8ah4BZS9Tzz1Sw7/P2cy+mRzlwti092IguSCbgmykvsDCSYLecothocCg9yImXUmKJWDwKCKQ6bzOfYFYlyNb2KomkMen0s5EqUWwYRY3PUrBkIILfNS/2+cILnl4x0/LBHQojOrT2MieIzHAi9c937r7RtANMDYMcW5vgfp3URRUGDXX1hpjpU7U2xYFcxGWD/eKI7Otptt3Lu9mL3YR0fjLDY02chOyWuLuqphOl0jk2xILc7OmKbYkFO5xa7ztgmrxVREFA7aYJ+u5dzHQHLfK3OobEk567doZfrUdOdtOHJW3P8w+mrfNehHS//xdmwB95+8odf1f3/f/nVT/H0M9e6r4cHQlx/Xr+PZJuMfZ+7K9gKUJou8p3v+0MA3vDkdn7p54zUUb3Z5j2/9leksmWssohmMTs+WlNhzOdHFEXetHccsYdO9tbdW/mdL71AvhMp7RmIc3xKBzGP3UpxjQq3NWfTh2t2rN/t5+SKfr/3OVwsVM3CxIU1gzp3+Yb50uwsICALVqouM2Ov0K6y3T/ExZyRUtvm6efY4hKgEXN4uJ41g/ZKs8T2aJKrKwYpaX8szrm5JaySxGjAh9NqZa5lri/5LOZoTxQE2k1w1ZwMBHyE3HZOZKZN+0yXFDzyOKW2QYgQEPFbzdN375VtANMDYH977VL3/5oA7QjstsURAKtF6oIJwK10hu0HEgiAW7Rw4pSRf745u8oj+4aot9uIgsCpZcMD1ACnw8r+cT3lJjlEWDHy37eLWV4zOEq10ULTtHXj06+trLJvOI4GWGWZk7fM3tUnT1zZAKZvE5ubTtNstJAkkaFN0W8oEn73v3iEZ569hqbp91tq2Ygq2o0221x+XupEKWNeP1fPG8SILz93jQ/8wCMkYn4A/tenj3G7ZxDgvq1JMh3lE5/TzvRMhlJVB4iPffEc3/PE7i44XZlLUS81GQn4iQc9vNTDdivVm+wfTHC2Z3KuRZYJ5sMkfB6CIZnnska0tVyrcDCW4GqxZ+6TbCXpCBCyebCJVp6ZW+KOl9fWNETNnKEAsGJhl3cIWQKLIPPM7J3fLpCqlTkUHeDUivm5CjsdHOnrp6q0EAWBywspBARaisrtdI6D/etT6NlqjcOhftLNKrPlPHtjcU4v69/9WioNKY1YzMVK3dxzNZPfTL8vT1XRmYav7vs5NnkeWXf+e2EbwPQA2Hdv2c7fTxheZgAHF2f0h2Yo4kcU4M7QzeSAn2Ml/SZzyDLxsItMRx7I53Hw0uIcrY4g5sGhJKdnjIdJtcGxjsK4327Ha7VR7Hh+CYeHY9dmuhHT3oG4SZtvWzTSjZhA1yE7N2U82O9+fP/LczE27L7a1ESKD/7gh1Da+j30y7/7gxx94usnKAwPhfni534BRVFZTZf4wA9/2LTdvtxi64oFURKI2x2ke6bJKqrG733oyzRqbSRJ4Eo1bzo2W62yc6euf+dtWzh1drq7bXopy+xyjuFEkFylxr/5q3+k1VaZXc0zs5qnP+5jPmeApITAwYEkuVoNt9PGscwCCLBaqRIrOxE8mFJoVhxs9yZYrOfxWxxMlhdoam0WajlkQcJl8ZLviaIuZVbZFu5jvpqhrrbY7R3l+XnjedkbXA8omVoFuyR3RZwP+wd54fJct49pb7KPtmomPlxfWcUiirQ66X+fzU6zpnC2w8h1WqxcWzVHYiAw7AqagCnh9PIPt9vkGruIOvbw5uE+dm5987rveK9sA5geAHtycITv3ryNp6f1AuzKghGaz6zmObSpn9l0HkGAiqMNHbyotdt4NruwO2UQBKJhN6kZwwO9OL/EzniUhqJgl2XOpQ31hny9zpGBfoqK/jAF23ZOaQaD6vzcEkdG+ql0RmFMz5s7zSeW0rxu9xgIAgGXg1fvur+K1Rv2rZuqqvzef/mHLigB/PkfPsXhxzYjiuLXONJskiQiSSLJRIA3vmE3n/7MOQACPidTN1JUq3qaq5Sq4Ik6KJX1tNqO8QTHTxgkhJ37B1m9UzcVoBkUuJLWF/eo3Wkak/76o1sYTui1FZss0WgZBVEBSLhcLOULKBrEvG5uTq1SqenfY/fehEnhJ1Wssqc/weVO31LM4eFmeYliqw5obHZHWaz3jJTRFHaFQzy/aADPLn8/JxbnEAULI54IJxbN4HAlt4TXYjON4ghYXExWC/R7ggy4PZy8uGxqrr2yvILbZqXcNNKEAz4f+XKNqM+DzSJRrjW4tmxkQqqtFvv8cU5ljHUBQFIkDoUHUFEptRoU6g1yHfmilZrKX15f4qd3VQnZndwP2wCmB8TsLQuVrO4phSJulrOGN6NoKqlO4+y+ps90nOQSOBfU0x3jbk0vUmn6zeyy2Lg9me5GUONbQ1wvpU3nvZrS89dbvObR526blYupVBeYDvcnyfVETHuHE/z2+77jW//hG3ZfbWEuy8//2J+hqhoWi0S70jJtLxaqNBtt7I5vbp7We9/zKLt39aMoKjeuLvKpvzOaN5uNNvtH+7rNoys9aT+Ahak0+7fFEQQBOWThKytG2nqlXuX7Ht1Ko9xE0+Bf/aBR53LarHzXwe189AUdECUBaukmrrzEQMSP22bnTM24lydvprHGJJqKDmYum0xZrTHmC+G3OmmqNa6X7qS2Ba4XVpEEEaWHyCAisCeYxCZKyKLEC0vTgICqwe1inn2hJOcyPdkLVPbFYtTbCtlajYDFzfFOw+9sUe9PGvWHmcsb16SlqDzUN8B8qchMPke/z8dsukC11WK505e4P7l+PHyz3sZpkal2rvPBRIKX0tNdMA7ZnWTrZuKUoml8duY6795yfzIhG8D0AFiuVuPT1653X082CrjsVir1Jk6rxTTw7/KNJfo3eZivl9DQWGkYUc7NQoaHtg9w/ooexo8HgpxJ9zwM6TayXR+hHnI6OJ8yIqgbxQxHR5Ld9NzWRISTc8axF1dTxAJu0sUKAgI/8Ya7q0Fv2D8f0zSN//Eb/0gua9xDu3YPUDhlvP7pX3zrNw1KAMGAi9e8Wq89Htg/wmc/c55WUweAgZEQp85Oo3ainj07+1lOGdmCgUSQiy/pzDFP2Illi9h1sgYDPv7Du1+Lw3L3gXY/+urDjEQCXJpLkU2XOXZZB7Xbixm2raE/l2tNHg4PUVQaLFZL9I1IXC4a0c/hyIBp/1yzzmOxMeZrqyzXcuz2D/Pswjx3Vvod/j7Wiqw2FQW7KFNX24DG/miSl3rkgHyWNTOQBIgFnSZgOpBM8Fynp0kWRWIONzNpM5jX1yiky6JI26FQbTcZCPlIun2cyMyYvl6mXmVbIMq1nLHO2ESR0+UXuH7pBFs8gxwK7mCbd5h7ZRvAdJ+s3GzwI1/+JKu1Ck7JgtaT0c5Wa+yPx8gUKtgtMtmeUdItRSVp9VBVWiAISNoappKg4avJ+vC0Nf17xUqdQMlCvdXG5gRnzEJBNVIJkiogdchKWnutgngbzS3SaGmAxupd+ik27J+XLS/lOXd6zVjvuSzbDwzpemsB5zdUX/qnLBRy8yM/9iouX5xHVVVmMsUuKAFMTqfZs6sfVdGw2SycPjfd3VZKVzn8yAhT9QKqpvH/vvWrgxJA0O3knQ/t4Z0PwUe+eKoLTADXZ1OMJgNMruZAgL07+3mh28SqYe03L4tTpSyCJnQn1e729/Pskr6/S/awUGzTu9JfyS8Tc3hNjbKiKNBQ2wy6/Qx7/LzYo6EHUBfXKPJrgCIwHg7hs9uxyhLHewgcbVUlV1uv4l9tNDnUn6StqiyXSkQiTs50SBuz5QKz5QIDPi/zVTOgBW1Ohj0BZko5BAFet8XKzcptqMDZ3HWeXTnLhw/90j1rCdkApvtgmqbxb57/PC/19BEc3TTImRudSMcf5OqkocG1fzDBuclOvtvv5lR28U62jqDD0RWBFAWB9M0StYaOSBdvLzIQ8TGX0W/C8XiY05P6TZov19nTF+cl9PO6ZAsTMwYt9dzEIuMjIW6u6mnCPYk4F2aNBr1f+cenODo6gMu2MTL9n6vFEwEefdU2XnjaIN7E+wNcuWTUI86dmmTfodGX7TPf9vbDvO3tujrD//jQV5icMVLLjz8yzi/87BsBSGdKfP/7/xetTkuCbJGYqRVZLOrtEM0ebbh/yr7r4Z380WeOdY/ZNhDj+mSKsNPOQMLP8cXe+otAUguxiLFwR+x6P1Hc6cVlsXAuYzy3lXaTrV4nkyWjBisLIqPeIEPuANV2C6ds4eSqDiqz5TxL1SJum41y23AKZyoZDoeHWK6VmSvnecg3xKlJI2qLuJxdYtIdm0hnGPEHmMrpABtxuSi3Wkz3aAC2vObULEDC6TMB0yZvkPPpRSrtJg5J5pGBELdr503HLNbT3K4sMOa+N/TxDWC6RzZfLvCeL/4tTVXBY7EymcubtrdQ2BONIQoCfmzM9sjaX5xfYs9oHFXVcPqsTKWNXqXb2SyPRwap1ltYNJHraSMcV1SNfr8Xn03va2i0zCHUjflVdm+PoWoaLtnCxVlDXl8AwpIDa0AX3HSI5sbH5WKZi/PLPLRp8Fu+Nht2/+z9P/4qBAE0VUOURJ77ylXT9o/+6XOokoggQCTiZaB/ffPmN2vf//bDfOGpy7RaCn6vk5/4oSe728IhD69/zQ7+8QsXARh8XT8vZY2F+sMvneaJzevVuu9mAbeD//3z7+DsxDxXZ1O8eH4KND2DcOXmMtsPRbi6ajhlpVyLQ/2DFFo1morCbDlLud1kpV5GQCPmdLHaw2ibLK8y6g4yU86hoLE7kORYyqwQ3mstVWWLN86ZziwmARgTk5zuqKs4ZRuTy+Z2jdVKle3RiKmnaV+sj+uXlkm6ncRDHhpujUspM8li2BZiqWGmhYuCwN5wHJso01QVpopZKm2dUFFT2jw/t8r2ISv1NTPdpsobwPRtZfV2m594+u+ZLBpgcygywMll3VOLOz1M3c5Tqes3gs9mw26RqXeAZOdAH+c7N602r7F9R4Sraf0G3eQPcPb0fBdQDmxKcua20Qg7uZxltaDXDPoCHqySSPMOGWI82hWRBDiyPcnFq4vdY2dX813ShdNmIex2kq7oKbwdiShHR8259w3752cDQ2H+4699HwDVSoMLZ6Yp5I00bdsq8W/+7d8AEIl4+MuP/BjWu2rpfOMWDXv4x7/92a+6/V/91Ov52R9/DYqq8Quf/oJpBJGiql9VbURVNT57/BpDfQG2DESwWmR2Dvexc7iPZqvNm698mGrdiCQ8NRmXZKGitPC5bWQDea5ndOdvh7+P6YqxQGsIDLlCJmAacoY4nV7EIkrs9MU4vWrUmwAKTXPKzS7J5Os1hpxBwnYX9radZ64bz2Gt3WZPJE6mp9UDIOh0cHggSaXZQkLg1pUV0CBbqpItVdmzez1olEpNxh0hpuo5WprKkXg/x1eNtGbQ5lj3/RqKSr9tkFu1W9333hx/hNfGDq87/ytlG8B0D2ylVuZyxjwx1qIK7JL7EEUBn2DnRN1IJxTqDZ7YMkS92UbQYGHFCLsFBNScwuF+/Sa010VS5Lvbz00ucmhzP6qqYbdaePHadHfbcq7EQzuHutL+i22zwOa10iqHBjszmqwyz98ybuBqo8VDWwbpj/gBeO22sQ0Jom8zc7psfP97H+XDv/9lNE1jYCxqmq20ulriM589z9u+++A9+T53aOcAP/LwQb50XV8orZLEr3zH677q/feRz53iD/7+RQCCHif/+Bs/hNWiL3VWi8x3PrKDP//8aUCv/TRzLaTFFlvDPsL77LxQM+o/V/PLxOweUnUjS6FpsNUbw22xYxVlnluaBqClKlzILTLmjXCraDQGr9TKHAkPUlGaLFQKDHh8XM7rDuB0OceOu4xgTzcrRN0uVsr6M3qoP8kL00YUdjiYoK2YdfmW5vPQU3bz2Kw0ay1m54vYRAu7+sKcWJlF6GH+Zxs1tgeiXO0hPngtNq4t2rFIO4m6LGwNufng2Nvu6fO+AUz3wAY9ft4wNM7nZ24CsNUX4eyl5W7TbJ/HbZIDOpRI8EIPKBwaSHYjFwBf2MGJeR3IIk4XdrtMvSPsOhYPcWrCALnxRJibHVkiQYAb2UxXYXz3UB+90pXb7WHOXjIWorGBELdWjQfsvY8cYP/Ihljrt7Plqg0aTn1ZkNx3US+w3J8lY09/nI/8i++l0W4TdDkZDd89pVipN/nQp491X2dLVb5y9hZvOrK1+56iqOwYjmGzykiiwKnr+vOysFpAuKRBzygxDdjqixFzeFio5hn1hDiTNZ7N7b7Euu8QcjiYq0g0FAWbKBO2uTnW0cCziCKzYsa0/9XKIiFHoDu0UBZFbFaZW2qWYNDBuC/MqSlz9HSluIpVlky1tpDDiVu14gk4aMoqlUaTWyn9s9qqytXFFbZsjXCzvmo6V1TyIHskpqtZFEEl4nBzq6Afdy0L5XoScffX38f2ctgGMN0jizhcjPlCyKKIu2ZH1YwoKF2u8HC0n5aiIgpwcSFlOna+WGTPWBwEAatN4rme/PVqtcLDu/upzOnhuH1NmqXUEXIVEPD7HRyf62nAnVnmoa39ZBo1NDRyi+YIqlVtMxIOIAgCw5HABih9m9vt2yn+5m+Pd1/fnFhmZCTC1JS+kO3ZPcCb37Tnfn09Hhr9p+uZLruVR3YO89wFw+X64qkbNFttdm+Kc2lymY9+6Wx3277N5nt6/laRXXsTXCrrEc2+UD/PpoyUVsLhMe1/Nb9IxO7rpvZcspWVRhFNajHmDRK3BXh2Ybq7f0tV2eyNc6aHQOGz2YlHXIwSQGlrSJrAqSX987P1Gsdrcwx4fV3iB0Cl3eI1m4dYWC0wlykwEg0wvZjRG4s75L2BrebeRIBQ2wX01Kk8/bx4fb7rFB8cTXCiaB5weGZ1gaVKkbjLu+58r5TdE2D6gz/4A/77f//vLC8vs2fPHv7n//yfHD587/KV99v+duIif3n9XPf1Fp95gufBcMIk1Lp7LMG5HvmSoNfJ6aVOYdRqweu2UWzojB5JECika0yt6gn4PUPmBjuf287VJf1G9FfteGzW7uRZgJWVMvNZHSQPDyRZyBh9JF6nnetTOkjmlsqs5MtE/e5v8ips2INuJ09NmejbACGvA3k4giAIvP7VO01CqQ+qvet1+7k2k2I1XyER9nL6+lwXqNYC0Y3ZFexW2RBCHg1zrjCLy2JjyBPkRt7sJAqCmQTksdgY8dnZ7PfSaENDVbmS15/VqXKmoybeM3YaaLZUdvrjzFSytFQVPx4u5oxU/0HvGgAWIBnwmIDpaDTJ8XM6gNgsEh6L1aR2ARCQzGKuFkmkXm0z0ogQ9buwOSVOTC+Y2H5X5laxBiWaqlk5Y+EeA5OgaWs4iC+zfexjH+M973kPH/rQhzhy5Ai/+7u/y8c//nFu3LhBNBr9mscWi0V8Ph+FQgGv995dlG/V2qrKvzz2KaZLWSyiRKXW5kbOCN+9Fhs7lDhoYBclTl0yCzdu64/icFpQNXDYZJ6bNnswR7cMsNqooqgqMdHFufPzpu1bomFmV3K0VIWx/gjXFw0Pac9InLMdkNuVjHGpJzqzyTJh0c5KR3ViLBpictH43k/u3sRv/9h3bNSWvk2tWm3wrvd8iEJBTykl435W5vP8/+z9d4Ak6V3fj78qdM7TuXvizmyc2ZwuK0tIQkIkkRHgH8b4iwMyXxsMDvDDxha2QCAyCCFAFklGgKTjpJMu7t3mNLs7M7uTQ89M5xyr6vtH9XZ1zQgbhHR30t1n/9map7uquup5nk96f94fpZvLiCf8/P4f/sjf2ZrilSSaprGZK/PhTz7H4xcMxuxkyMt6xjC+YkEPdpcFn8OOJIpcGVymJBhggOOhJNdyxvryWuwcGgiwXauSqpc4EAiwUDWMyFH7Hq7nzH2PxuwR5gq64Ri2u/TO1M0qoHEqOMjFTfPnD3oizGwYSA+rJLHHH6DWbBN1uPGqVi68uGwq4T0yEuPGsjmPfXAkgiVgId9ssFoosjcS5Mamsd79Djt5Grtg6Ef3h7nS11jwAw+9g/dOHNn1jL8c+fvu6V91j+mDH/wgP/zDP8wP/uAPAvCbv/mbfPrTn+YjH/kIP/mTP/nVvvzLIr9082k+s2rUhpwIDkIf+nMPQS6vGpN5Mh7kbkpXAFZZotpo9dgewn43kiD0ula6bVbmmhlS3WRs0Ga2inxOO+lalToKiCBL5thws9VB7pZPdJpmC6vZ6eD22yiUaggIu767vqPK/DX5+hKn08ZP/ttv5M6dDTRNY+bmOqllY4NMbRS4dnWZU1/BuqavlgiCQDzo5dted8SkmHKlGqcPDFFrtMiUqiALLKT03ygKArYdxbXNTgeHKFNXO8iCyJjPxXS35fqQ1898ZYN+O82yoyvtiGuArWqZPT4/IbubUrPJTOG+oShwNZvCZ7WbkHEFpcaZsTiNpsJ6oUzS7ePGtq50VipFxh0BdpqGd9a2CHqcPfb1obCf5UKB8pYeHfG67UzvgJIX6g0ODIVMUPk9AwHm1vJEbT4Sfg9vGt3zFVNK/xD5qiqmVqvF5cuX+amf+qne30RR5M1vfjMvvPDCrs83m02aTaPorFQq7frMK1HK7Sb/7Pk/odRqYJVkFgsF03i2UeWkcwhRFHBbrDw/vWIa9wYcnLTrIQarJPHCvb4cUqHCA1PDZBo1FEXFEbBwqY9+/2JznYlggGy5qrNCBLzcXjcmYKlu7hujKCr3DaS5tQwn9hn0/wdjYe7dMyZpod7AKou0uqSeP/yOs695S1/ncvbMOGfP6IS8L75wj8t9zBAHDiU4fmL0ZbqzL0+OTiQ4tX+Q20tb1JptxhJBLs7oEYqAx0GhauRVVU1jXzVG2m0AjWRRotFRGXUHGfH6uFw0DM6NeoED3jh3y4bH01bbnAjqZRTVdovtao1yu0W53WKpkud0yFxioaByOBTlytYGNaXNgM2BIAicz3TBEhaJZsFsQM7X8hwKB1hLG4bikbEkl++tEQt4iPrcbNRKppB9qdLg4L4It/qVkwZhwckDoUGKnQZtQWWzVaHablNtt9mu1AhaXHD8H/zY/9HyVVVMmUwGRVGIRs3cVNFolJmZmV2f/4Vf+AV+9md/9qt5S19x0TSNf3/pb7iQNpSJ3olSd//tkoxWsHC1Cxe3iCJBl4Nst6XEgNPB/EqWQqXbSTNuzj/F/B4uljaodvS6i9OOBPTp67jbQ3qhQrPLP3afdPW+qKrGsOBClATsNivLmYJpvKa0GDuggyM8sg2MPC+bhTLHTg9RbDcRENg/9n8Ovb4mX19y9oFx3vzWKTZTBTTgx//N23vw7a8V+fjnr3Jpdg1B0ENbt5eMUFa+XOfQRIzpvhCY0JA4rI3i8EjIIZVzGV0xL3aLbBEFnSi5Kz6Li3F3lOVKmqDNz2KpQaldACBkc5Nt1OjPL+mtJoyc04QnxOWtdRpKh1GPn6jTY+pi21YVjsaCXO5jXXFIEqEBNxG/m2arg8Ni4dI9fb/ZzJfZzJeZGo+xWTKDmbxY8dvsFJoN0OB0IskLd41969honLmWGTH47PIy5VYTj3U3QvOrKa8oVN5P/dRP8f73v793XCqVGBp65RVxpupF/tX5T6Cg4ZLsnN80Qzk7WocH4lEEBGxNF19c76MIUVUODkWoN9r69Kxo3EwZk242lebkeJJSrUlHVWl6Vap9jM/3tnIEbHZqbb1xmHNDIt8yLCq33aAIssoStqrGRtawAI9ODfLihn4/kiRQ8LVYKOlxRkkQODA0wNpqAYChpJ/nN4xF8p8+9wU+8u3f/JrX9CoRQRD4yZ9+98t9G1+2pAsVPvTnzwJ67dGd5W32JMx506MjcY7siXNtfgObW+b5tLFWTxw2G2LpRoXT0SFmKvpmPuwMcruwQk1tIQsSIUuIubaxXjLNCpMDCaZzhjIcsDnBqxF2uBE0kTvpLPVu/6WlcgGfdQeZK5gp+08AAQAASURBVICkcWggzHwxh6pqTLZDXFkx7vP02JdgY9jBdRnzuVnayFGrNBj2e9iTHODZBXPuen4zi+wVTe3f/Q47tVb760sxhUIhJElia8uMbNna2iIWi+36vM1mw2Z7aR/AP1RaSocfv/Cn3CoayuTwwDDXu3QpQZuL7c4mpS6NvF/0IIs2Ot1GXmP+AOdWV3osyWeiZpTQvkSI5+vrqIIGEky5ItBn+MQ9Hqbz+vN0yBZK5R2huo5KzOVGlkQCLgd3b22a4tGtSouTgSiCKOAYsPKZkhGqUTQN54idwyH9nmSbBF0lBfDs4jIfOvcCNquMKAh839FjOP8PRJqvyWvyckrI52LvYIjZVSM8PRYPYJUl5lbTPDg1yo+/9zGkbq+p//A3n4O+pP+d2RyOfRbqim4YjrgD3C2l8cp+kk4fVbVErUvb09EU8h0zjRBA1GXD74iRqtSxC3Zu5jboaBrL1QKyIGLDnCOezm7it9opdHNOgy4viysFCvUmkiBwJpjk+nWzIbxZ3J3ysFkt7I+H8TistDodNgsVst3eVpuFMpVG05S7Br2z7wNjSa4Xtyi3W4ScTj7+nm8n6n7pkbhfVcVktVo5efIkTz75JO95z3sAvRnZk08+yY/92I99NS/9VZMb+TVuFswTI+ZSGfO50TSJimLnQs6wyApqmUf3jlGuqqiaRrpY7SklgOuZTfbvCdFqK4iawJqlgto0Jkuz08EqirRUlYDDznrdiCvXO22OHYwyfUFXkn6nnXS+Qr4bFtzIlTh+IM7tGX3cZbeSzlfJdCmKBAHGH/Iz3w092CWJrWy1B0sNOBy4rUZjsojbxa9fOk+nO5kztRo//djr/vEP9TV5Tb4KIggC3/OWE/z8xz5Pq6MwHPHz09/3FnwuO9VGC1EQekoJ4L0nDvOnV6Z7xwGHAytOfD4roqSy0dqmprSpKW3SzQpnwoOs1421vtFIcyq0lzuFbaqdFqdDSa4Ub/fAEVPucToFY213NJWjAyEu9EVcjoRj3MpvsTcQJGBzsL5WodAtvFU0jcu5DXw2K9W+/FGmUuPUvkFy5RrLW3mO7IlzYWWtF0G0ydKuKEel0eLAWIRbKSPndGokyaVuz7WJQIB/ffYhxgd210K9FPJVD+W9//3v533vex+nTp3izJkz/PIv/zLVarWH0vtakxPBYUZdQZaq+oTc4w7gsD+NJugTJSwcMnF6HfQM8uT8AvdnyRnvMGt9Fs5UPMKF4hrYdFbioOCGPifIb3dwV9VP6LZaWakXTPejoTHo9SJJop6PumuGnst2icPjerM1p93Ci330/5oGY5KX0KATNA1Hw8Zzfd/P1+s8PDpMqdlA1fQw4WbKCAv+/tUrfMvBQxwMm/Nir8lr8kqRdz54iLec2setpS0ifjc+l+6huOy7WfEjThcPJYeoqm2y9Tr1gRYL+VIXUauxZwdib6tW05tydnNOx/x7OLe9DBqMe4OsNVdNiL10O0t/fknT9Nqi09FkrxPvzXyKtqpyt6iztRzzJdksGiGTlqpyYCzM5dl10HSlMxj0c2FBzzHZrBIrxaKp31Kzo3BkOM6NvjzVgMtBq9rhSCiK3W5Bsgi8sGis/bV8kefmlnnnlMGY8VLKV10xfcd3fAfpdJr/+B//I5ubmxw7dozHH398FyDilSSX89P8xdpnkQWZUwNHeHfiTb0xURD5lrEhpvMCqiYQdKxTUgzrparc5qjn7TQVFUHQuLFaxJT81EqMBn10VA231cq1PkRPR1MZDntJd/mxRv1+rvc181stljgxlODylh42HPb4mL+0Taule2Cr6QJDIT+rXYBD1Ofm7swW9S5hpcthxe2wUum2lPYM2Lji2SCf0y2yQavf5N47LRbu5bNsVnVlNBmJmGoFnRYLcc9rBbevyStbrBZ5V2Et6L2Lnru9xLE9Cdx2G//iI3/VK9MIhVysu/pDZAJJa4jtPs68sN1Dpllh1BUkZHPw9NY8IIAAK7UsZ8NxbhYNQzDTLPFYYh9rlQqLpTyng6M839f65kQoSVs1898JO1JOE74BbmS2sYQtjAYCBDSbqTi/2VEYDvrZLpuBD34snI7G2axXKbdbOKwWFrYNC/r42G5qpS/OztNWFCzSS1+39pKAH37sx37sayZ0t9XI8KG536eq6Jv1UnWNt0UfxSbpFta1wlVeyP+l/mEB9lj3UKob31ebj/FUn2Uy4hig3Cr0jiNOr+4hATGrm45qhoKKmoAoCFhEkQGHk6Ud0HN31cJkK4QoCIQbLi63zJT2QyEfQY8TQQBbR+TqqjFpq/UWDxwfpSK00TRo7umwUDIWxlqrwGN795Ir6kV3XruVCxtGmOHW9jYnEjGWCkUUTeVHTp/Gb/8SydrX5DV5BYqqaqxu5hmOB1A1jZ/8g8/y9LTOCHFsPGHqFJ3JVDm8P8rNPuYHpW7hoH0Uuw2sssD5rJ6fvVVI4bHYkQXJBByotVW8Fgeldh0BgQnXMC92UX5+p42ZnJmz7lZuE4dsod4xwE52VeawN4LLbqWDwkIq30Pe3tra5kRkdyv1UrVB2OnsNfM8E01w6VIfv99Ugkvb5qLehc0cItCvFsdCA7z9Qx/l6FCcE8MJ3nvq8EumpF5RqLyXSx5PXeTJzStYRBmXpd1TSgBVpc5ybZ19njFUTeUPlj5i+u5idZuA5TAIKkrHwccXyqbxkMtJvd2hrSkMOfxcSBlV5Ju1CieiCa50PaAjoRgXlvWeSE1F4Upqg0Gvl7VuPdcRX6RHOAmQcdRMdCrjsQFenF3ukcOODPhN9xIPeXkus0ZD6TZMC4Sgb54FbA6ulTYotvRY4hmPGe1jl2XS6Srlgp6YVetfVdKQ1+Q1+UdLu6Ng6TJV/PafP89HP3Uev8fBqSMjPD1j8OldW9ggMuBmu48sOYyLM6FB0s0qIaeTc31r94Fhc8Sn3G5wJJDkRl435GyiTLWtsVFWGHZFGPMEeXrTuF5VaXJkIGlC9KponAknKbebLJcL7HOEuXwt1WtpE3Q5KDfMYKfbuW1sFrnXa81ptSCVVaorVYb9LkYHB7i0g1lm4d62TjvURwCrahpnRoeotlus5IqMhQLcWNtE1TTWCyU+c3OW0WCAhydG/gFP/8uXV71imi2t8sGZP6Ot6S9p3G3Ol3xD7DH2efSGZKIgss+zn8v5S71xWdjLU9u61+EU2siiF0Uxqr87HbXXYnnEGdh1fUVV8VptyKKIQ7D0JuF9GfR68dpsiIKItWgeK9YbPHJohGZXMVWKDfqpzpZzBR49PkK93kbTNErWDo2soThvz6Q5/cgwuXaVjqbiE51c74O2XsqtMx4IslYqoigaUwMRri0altZvP3+Bbz02SdT7WjjvNXnlybNX5vn3H/pr9o1EOLo/ycc/o6/bQrnO0+fv4on08UZqMDEUwu2ysrSZ49BUjC9uLfXOFUiYIwM3NrK4ggZiz2dxkG/UGXdH8VvtKKrGldwqILBSLVJpt3qdpu9LS2gw6gmwVM4jCQKHAlGeTRnXrBTapv0gW61zIBpmZqsPZRgcoGxtEHO5kVSBVqbJwqKen8oUqmQKVQIeB/myYWw3Gh1ODA5xdX2TZruDx27DH3Dw4pKhwOqt9i6qos/fufeaYnqp5PcWPttTSgCL1TSPhffT0RQcko0fGP1W0+cfCb6etVoGTVORBT/P9hXW1rQap6MTXN5O01EVjgWTplDY1ewGCbePjYquHM7GBjm/aVhhi0IOSRR6idDTiSQvrhnjU16z0jw6FDe1xzg5lIA+wOC+ZIin11d6S+HkeBL66ufiYQ/Xt7dodBXpmYiZu8or2yjnmqg1TV8eO7o0d1SNSrNJlC+tmFRN4//9/ONsVioIAvzs697EeMBoV1Bvt/nJv34CRVVx2az83NvfhE02puRWrsxv/MXziIJAJODmR77loddqqF5CSW0VuXh9CYD9e6Lsn9hd4vFKlUy+wn/88KdpdxRuzaeYW9425VfbHYUTiUGubW5Rrbc4OBHl6bUlNMAelNmUa6bzNVrmkLvLZmHC48EmyVQ6TZodhfmy0Sb+dNC8gedadQ77kz1Er092kC61WauWcFusHAsleK5PKQF4Albor7TRIOx04hlMkqvXscoiS1s5mh2lh6Q9LoR2PYuR+AD5ch/yb3+Ci3dWkSSRidgAngE7l/pIowE89t1lO4VafdffvlryqldMj4QPczFncGmdDQ4xXdJZKQQEsq0CMbuuEFRN5S/Wnma6i5gZdrhM55IFiUytSq3encSKeRO1ShI+0YFok5BFgWzdPPnzzTonE3r7C0GDe/mcafxWMc1jB4Zpd1QE4O5axjR+bT3FsYk47bYKmsZmrUK/zXNreZPRmJ9qq42iqgiDIo2S4d3NFTO4ZIvOMqHBXiHIjZqxMtYLJVMH3H/1+gcZD//dcNI/uHGVT84Yrbp/6gtP8Cff8h095fKxi1f57J253njU7eb9b3i4d/w7f/kCn3ne+P5YMsjbHnh5UEKvNlFVjZ//5U9zowsfHkwE+MNf/aFd/ImvVAn4nPjcdupN3ZpqdxQO70tw+fYqAjA6OMAL2XVassrwsJ91xVgrjXaHqMXFYh/BZa5e54HIEOVOk3S9TDComspGQlZzO4z1HejZUXeQ+UqahMNHzOGlWBGYruprq9JucTW9gVU0s3qn1CKTsQiL2Ty1VpvTg0mev9vXp20kSbNjVpi2gBX66mZdTit5pcnoRBif3YZVFHlucQUE3QBe3Mhx9Ev0lNoslYn73KS6oc1HJkb4hW/5hv/zQ/8KyqteMb05epy50iottYMgtLlSMPrRaGh8duOLvCn6MLIo82z6ClcLBlfWcm2VpCPRq2UYkffx+b7GeivloqkB4FFfgkt9wIjjCbMFeiKY5EJfO+WzyUHOrxse05nkIM/2QTrPxOJcW+or9B2McXXBOD6UjJCpGMovMeTjhnULratP90lm68ouyVTlFlZRRBZESlVzPLvSbDIWGqDVURAFgdfvHTONK6rKz37mC5QaTWRJ5FLZbIVd3Fjnvz7zNDZJRkLgr66Zaal+98VL/NADJ/E77JSrDT7dp5QAPvSJp2mVmoiiiNdj59Gze3lNvnJSaTRZTuub8fWrqz2lBLC2kefJZ+/wttdPvly39w8SSRR59xuP8Nt/pneyDfpdzJRzWAYdjIb8bHdqNMu6gbWcK3BiImlCsmUyNY6H4iyW82iChkUWOd/NMY0NeFitmZm8R9wDXbohXYI2NzZBJmh3oWqwUElT67SodVps1IscdZuJcKudFmciQ1zY1te3T7JhzVi5ldtGAI4kYlze0Wo9VTIDnwBUCY4eHKTV6pDNV7D4rNxLGXvS5GgUdkQdltbyCBI9xey0WrBbLNzbzjLgdDARCfKr3/ku7C9hk8hXvWJyynZ+4uB7Acg2C/zzyxdQu9gUiyBztTDNZza/CMA+zz7Td92yk7W8lUw9hFUUmNfM1ktL6bDfHkEDbJLEtTUzA8ZSrsDp8CCiIGAVJZ5bWDHFlBcKeU7GdWvGIolcWjBPzI12hfFwAEXT6Yfu7fCgas02NllCUTUsVpEtfxWtz0nrn54C4Lc52Kzpk72JgjwgQt8pD8UiJlb0X/z8c/z2d7+nd/z7L17hT67c7B0fHouy3Nf2/Xg0zkcuGU3azsSSrPfVdL1ufBS/Q68z8bjsfNNjU3zyizd648NBHx/49Sd6x7/0s+/l1NGXJub9apD/9Cef44nrdwHYFw2augg5HVaOTb7y6MH+Lml2OjyRW8J5zMuwxUOj3mYtpU/mm6tbHNufZK1s5FsLlTojIT9LmTxumw3VDje66/XMcJIX8kbIfjFX5vCeMAtVI9djk+CxRJxqS6WjiNwqpOhoKovVLA7Jsitfk1fMTP0H/GGuZzbwWe2MegJY0xZudPO9GnBjY5NBn4eNonHPW6Uyp0eTrGSLbJUrnAjFuDOd6qUC4iEvS1tmNoq7axnsFplG24iUjMQDyFWZuN8Dgkax2eTetq7McrU6F5bWum0zdocJv1ryqldM/RK0+XkweILrxdu01Q6jriFmy/O98VR9owsJ1RWQ1Blhvaq/+KYKEz4Hi6UCoC/omOzjzqaxs5+KJ7iUMjb2QY/PiO1qsG8gxN0+1oghr4/L3c/LokjY7WarbFhJgw4vV7o8fA6LjG0HlNPntLOU0e/PLslU2i3TeFtViNq7BK+ShZVywTS+1ilycCiCoOkW6O2UmTb/+YVlstUaQZeTjqryO89fNI3fWNzk0UMjNBUF0FjJmxfjxdQ6D8YHabQ6aGj8mzc8Yhr/sfc+yuzCFvVGC0EQWJkzw2t/8df/lv/2U9+MKOmtqGNRH6/JlydP3rjXU0oAc1tZTh6JszabRkDgR9/3OqLhV3ZPtGK5zrnrerPD57PrXF3Towfr9QoPhpLQh5AuFur43DaKlSY2i0THA/O5PN4BG4ejUZ5bMRTRzdQ2Dpfc47QDSNp8+O1Wlsp5Rj0BblVmDIYH7x46eQN4XVfaHBsYNPV1GrB4SHgEkk4vFkHiWjpFU1VothSuZ1M85DBHIxB0w2y7XKWjqsiiyL5ImItL+voPuhxsLRV7SgkglSkxlPCzmi70/ua0WRhLBlHR2C5WCYVcXFrX95jNrtIbie4GaX3hzsJriunlklK7zL3qDC2tBAK0VPNGbpOs+LEBAlbBwVPL5o22oFQ5FkggCAIei41n75nbWzQ7Hc4mBtHQcMpWnloxeOoQIOgRSYQdtBWQFT/PLBpKrKOqDAa9KB2FjqqRcLm5Nm+M19sdJkejXLmnT9SQx8n8lqHkKtUWh+1xzrX1e7KKEm1VZathhC92gjH2WILc7GuhcXZwkEuLxviPPHKaoMsJ6IrzfWdP8KGnzvXGjycTnL9thB5PTiTZrhjX2+8NcW3a8ALP3V5m4nVGzmpzu8S9O1s9a/PQWJSZvoJkp8PK+/757yMAkijw27/yPib2vMaA/uVIs2PuIySJAq1MHTWnh3Nl9Ut965UlH/j9z/PkeT1neeCsudRhuVHqeQqiICAlJFL1GiNDfsYcAZ5d1hMzpWaT+Zw5t1tvt3ksPMJiJcdSucAjo1Hm2lcQBLDYwCrbTNGxheo6VtFCq1ssK6BhlUROhYboqCqSauP5DX0dpWol3LLVBMACWFAzaGi9CMpowM+tjTSiILA/GiLodnJu3thfstU6DyQT5GfMAIWRkB9ZFFnezuN12XE6LVzui7w4ArsZMMIuJ0tZw9NyWGSODr20wJdXvWLSNA1BEFA1ld+Y/wj5Lm8cgKUvzysLEgJWMq37Vnuek+HjnO8WqtklC/WSwFxRjz0LCMTcHjYruodjFSVKrRY30/pGP2B3YBHFXqW3KMDInntstlawAK7OKCyaE6o0NYoZfeKJsntXeADA5bYiixLxoJebi+Y4uJZXODLqQRBEvKKTZ5fNRXab1QpnfEMggF2UeWHO3Bn3dmabMyNJNHQgx488csY0/oMPnOCFxWWaHQUNWMyaF/jNpRRTyQiNdgdFVVHT5s3w1x4/x0PjQwRcTkQR/sfvfN70G1O5Mk67hVqXyaJdb/dCTYqq8YFf/iy//kvf9zWToH8lyTcc289Hv3iZO11D5Ewkzr3PGYbTx/7wed765ims1lfmlvHM5Xs9pQSweH0T9z4rlS4cPDHg5Vq1wrgvSCTk5vMFvaZouVxA3FGikapUeGBwkOntbSqtFqeHkjy1vATAgN1J0Trf+4YggPVLzLfj/hHqisJaLcuYN8ClrIFIOOox55cqnRbHggmups2F+Z1ogRGvH6cqcXcl26thmt3KcFjerShqcgeX3Uq1of/m43sTnLuh37fDKjORDHJh3rym3dJuxSQJAqdHkhQbTdLlCr/6Xe/m5Mhu5oyvprwyZ9lLJFuNbX5m+udpqW3skh1lBwuDpjV5IOAAQUYkyFMZc6FaxFPnrY4gGgJqw8XjM4Yi0NCYiAZIDLhQNQ0nNs71sTDkGnUeSg6xUiyiaBqPTbbYbBkWUFVe4vTQ67m4qns9J6Nxbtzpa4+xneFgPMxMSleUY+EAV5c3enRC+VqdA4kQcxt6KNHrsLEW2yDf9ZA0DaZCI0xn9O8LgLtp5+qG8RumYlGm+1oxHwyFubBoWFtfmFvg7YeMvNvjd+ZM4I3jg/FeOAVgyO9ndjndS7KeGoizljW8To/Nxg//uz+m1YXmHtwBT1ZVrYfoE0UBaUfoMpuv8s3f/WFUVcNqlfn1D34v8dfCe38vEQQYs3upijU0TYO0OVrQ6XR43w/9Ns1mB7vdwm//xg/idtv/jrO99JIIm9/z0OEwl0mzNxYiZnfz7OwSALOFLBXZXPewWM5zMp7keiqFBpwe1Ms0BOBAOMTFLWNO5xsNjnbGWJGN3Ge+leeQew/5ToFcq4xTifPstq4ARAEEydzjaKtlNtisooTdrvDwSJR2W0Cq2Tm/oEdDcvU6siDg18zw7TupbVw2C9Uu6tBjt9EstKg2WoxE/STDfs5NL/U+X291qOzoRABQKNQ4GA+zkM7T7HQ4OZLgfJ/yOj4cf8mVEryKFVNbbfMrd3+LWpflodKpsN+zl9myHmd3SU588gpVRZ9UmiYSsBwk39bjsB7Zw0J1k3JHRxPE7SH0x6lvnAMOO7eqG+Rb+vlPeMyJY5fFwlK60POoNNUKfYaXgIDqLiEFVCyCiFXZbZV5nTbGQgEkUSTodrCYNic6AxEbRyf9CJqAU7bwfNkIywkCeD0aZ+UhQMOJleemzYq30WpzPBbTwRuyxKV5M/jiFz//LG87uBdREMjX6vzC3z5tGl/NFwm7nTQVBU3TaCuKCb6+WM/jtFqodSlWEqqD+ZYBhkhnyiZmi+Goj1t39AWrqhoNVUGUBFRFP2sk7OX2TDe8WW3ywQ8/wQd+7tteq336e8hnz93hixeNHJMtJOlTufvCohEfs3OG0fKnf36BH/qBx17iu/y7ZWI4zBvP7GNhLYPFJXNNzNJqK9zJpNm0l031geuZEscOxriWTgECZ8KDXF7ZwGWxcDAS4eKaPs81YCad4VAyzHS6ryt0SWI0OcRaI4VTspEu+rlY0veJwwOj3MwZn1U1GHNFyLeWen8TRI2HEgmaHVgvl4h57dzoowY7KphBVh1NYyIe5GpfaP/gYIQ5Ics+dxinKlObq7O6VgBgeatAtlRDEkWUPu69uytpYjEPmwV9Dwv7XJTFNpspvcB3Khnl8rIZSXttNUW2UiPodv4D38g/Tl5VimmuvMp/nv4osiARc7hZb5hzQDZR4c1hHwIiAk6Wa0YoQxBUTgYGKHd8aBpsNeyk6sb3U40Mb5g4wnqhQ0dTcTksTOeNhXytvEbCM0CqXEYD9vtDXFs3xj93tcPZs3Yaqk73ExaO8YWUrvTamsIdcQubLPdyAUeSUc7Pr/VCCtmyw4S2iQc8XHPdpVHrWlQWOy7JSrVLOGsVJdbzLZYLukfllCwEHHby9UbvnvxWO1e64AyLJBL1utnqg6g+Mj6C2N30PXYbEY+bYh9lit9pZ7aaRRMBDSLyzkJcAVEUkCURSRRpt8yhvUq9RcTnpN7oIAhQLpnj5+lMmZGpKI0ufD2dNsNnb0yvUa408Hpe4/P7v8lnX7hjOs4UKhw+kKDd7CDJIotLZuDJpdurPPMzf4SqaTx2Ypz/37c+9FLe7i7ZzJQ4f3OJar2FbBGxhW3U2vrczzcanBkb5PL8GgICk2MRrhVSBFwO9vlCXOmWWFTbbS6tr7MnEGAhbxh5fofESNDFcrZC3O2h6F5jJV/GItgY8e7hRsmICtzMbRN1eNiqG+g5VRU4PjBEqlZA1aCjKlzr9kFzWi0s7ah5SktmdK0siihWOLYngaCAIMGLtTUUNApNfQ857jAX31fqLQ4MR5hZMZTksf1JLi6vEw94iPrdrDcrbHYLcxVNY3p9i4Tfy0bBMA41Da6tpHjTofF/2Av5R8qrRjFVOnV+bvpjbDX0CbdeT3NsIMZmQ3+xQWsACxfJNvVQl9+SoJ9K22sZZL46jaLpm6ffetJ0/oQ9zMXNdVpdEscpadg0HnG4KeebCC0BAY1SfUeDP0VmMzeFKjaRRZjPWQBjI8536jw2todWXUEQoFRpmiLj+Xqd1x0boqE20TRo+1ts9rVZL7cbPBwep9Kpo6FhV518Yd5YUDWlzdHBOJlCHUVTidhdXFkyrKe2ohL1uak2WiiqStDt5N+++dHeuCyK/PTbXs8P/NFf9I7rUgetF4yHjkXrN8IZsfmY7j7/jqJSDuqhOq0bjjwwFuFGH8/XUDKAKAqoXcv30KGEyYvbOxRG2yr1nst3fduZ15TS31N+6F1nOd/XEuV4MMz0FcPwOnJ4qPcuXB4bC6UihS7NzeJalne9fopo8KVF7bXaHSp1fT7+/G8/TrXL6tBpq0w5wjzfXEPVNMYHBrjWWMc9amXcM8DNnA6oyTfrnN9aZSIQYjFnKKK4z02+VSVfbTESdpLx3qXtrDGV9BC1eLjeRa+1NYWNZhoT5T4wORDCW7UwX8wxORDmVnmFdjdNcCo4Yso31ZQ2RwODXM8b4TNBEzgTSdJBZbVSJOHwcrmPmeHknjhKzZxfdgzawHB4iQU9ZLUGe/dGcMsWJFHkxQX9/aXyZVL5Mvv2RnqMEfdlMGBWTO975ARvPGjOib0U8qpRTM+mb5Bq9Md6BQ46bZz2elERaKhtci0DMVZob7DHdZKaUkfVFDabQk8pAVQ7dwjb4jSUJioi22UHLdV4yTXNUCqSIOCru9hu3p/8wq5WxfvGvFwvGRP2mDfIStmYIGf9w1y4YkzeE4MJ6DNi9yUHuOS+2usNc8AzbKIf8lrszFbWKXR/4153jJ0Lqiw2uavpJ1VRTcXBoAMe7jcNbCsqomAOL1pEEY9kRRTAabVSbDZM47lGnTFfAEVTERHYzpkXxXqhxKGH47Q6uvLdnDd35lxdz3Pi8BDNZgeE3QWGd1fTvP9H34hNlFA1ePubp/iHSKet8Ge/9wyqomK1W/iWH3gEqS+x3Wp1+NQfnkNTNRwuK9/4XQ983YQJj0wkeGs0QaXcQBQFbt0wJ8nL9SYHjg+hoeFw2zg3ayitdkdhdmn7JVVMmqbxr3/1U5y/o9/HoZgBZRZlgVVHEZsmMO4JkWlVqdc61JUOucY6k8EIt7JdT0KAqN9FulKl0mox5POyYL9He7DGQUeQkLPF3W6Req5VJmr3m+5jq1Hgdcm93EjnyLeaPBBLcK7LJON3WVGlVk8pASyUzd4QgM8qcyqUYKmcx9Zxkl+QWajrishpsTBTNHuri1t5BBFTWFxEZHIqjtgRaNTabDQr5At11tHX0KnR3Xkih2je/gcDPu5tZwl7nCQDPk6OJnn/2x55Web4q0YxPRSawiL8eQ+WedLvxM5naXcpPSK2k+T68r0R214Wqje5v3HbpYOm88XsUdqaXuNkFW08WzAj6CQRIjYXsiTik5zcvVcwjW9XKxxORBAFEbtV4lJzzjR+t7rJg8lBNE1vhXHzRXMN0dW1dU4dj9BSOqgKlP1bPaUEcKe0wpHACIVWjY6mErV7uFk0vI+7lU1OJEa5nsqhaCqnIoNc2ja8j6VGngdHhrnSZZYY9Hm5vmp4WFvlCr937hL/4vUPAtBsd/gPn/p8r7NmudHixFiCF/taVU/YA1zvY744Eo2yXTKMgWNj8V5dBsDkeARtvdhTnVMHklzp86D27ov2UwPyxjP7eO+7TvHlyt984kU+9iuf6x1brTLf9H1GiOqTv/8cf/Aho8DX5XHwxncd+7Kv90qST/2vF7n4hBHOO/TAGNfv6d6sKInUBZW5OX2ztFokAkGDGPR1pyZ49MRLG+r5s6du9JQSgGYR8HrtiKJI+IEAz5b1eXK9sMmZ2CDrNcMIclms+Kw2iq0mcZeHO9Vtio4aE5Eg/lCLu12qsNV6loTbDDtfrGyy3xPjXmUbRVM5FhjlWv4uggNOBCOm/ks1pYXfYvbYi+0aj0ZHWK4UWKkWOBse5GqxS4kmwGhniIW6ATiqtdscjce4njLC/qIq8oh3mJrYZqGe56AzzPVLxkrYnwiTz5vD3pm+Mg3Qc8yaCAfiYTx2Gx1FYT6d60Vy0mU9r/RyGV6vGsXks7j4sT1J0o112prGgGWaumJYMpX2LH5LEkXrICF3vRvjpXhlsbcJuiQP2ZZhxbTUJm8dsvOn8/rLd8lWctU2292w4AZlTiRGejklSRBwOqxczxgT8OiBOLf7YtUH/FEupY0c15HEKLdXjWueOB7kusXg+DsWSJIpFnrHMYeP1fo6TVX38kZkszUrCQKVdgdVVHt1QDtFlATCLieiKBLzeljPmT2YZ+8t8fzcMpIo4LZbTbUPAMvbBU75YgjdFtY3183w9emtLc7uG0RRNEDjXtqMXrq1uc2bHxhFKeu/YTtj9rDuzm3x4Jk9NLsFut//LjN8HeDZ83fJF2oIosCbHjmA02GGx5774h1q1RZoGn/04SdNYx/95b/FH3QhyRKqqvKJ3/qiafx3PvAZ7F47gijgdNo4enJ01/W/FqTZaPPRX/uC6W/FjSLHJ/ReP1avjedmDYOg1VY4EQtT97UQgB94x+mXZAP7syeu8uGPP0NHVZmcNHsANo+VrYxuFAV37GqlVoOY081mrcKA3cFquUCx1WTcN4DLZuF6dhMEuFvJ8ljEXAc3X8oz5AyxWssgIjDmjjNdWMMmWZj0jXAxa6zRpdo2+33D3C4Y8zzdqLDfHWextk1HVTkejHGtqBuhIx43S7UdnqnT7B0B+Kw2jkViLBRyOGQL1qbApW69oigIrKhmlN/dVAaf006xZkQsrBaZI+NxBAS2ciUGIm4Ti8toKLArvXDu7jKNduclpSK6L68axZSvP8WA9isMdCNoJeER6ooxgbzWCbaq9wCwi16aqjmG65YUxpwtJMGCQwpws2QGTnhtDd484kRERFZ9fOqumX5IdKucGR5E0zScFgtfXFs0jct1iYdjQVQNLIKDpzd0yvz70gjWiTddKIqGwy6xYF+FPnR7umFu8+yW7Ww1DCj2cnULmyTT7FavH3bv4elF4x6vZtaJOFxs13Vlus8Z5MpCqhfK2ypX2BsO9pSH3SKzVaiw3RdOOzYU51qfVzXo83JjxXjGp/YkubhiWHYnh5Nc6KuVOjmW5HIfHH0qFuHSM0t9HlOCjS3jNw0NDnDx2hL3o41/+jeX+Y//8h298XtL2/zMf/9ULyc1v5TmX/+w0Y345pVlfvb9n+gdHz46xK0LRs+ckb1R/ttP/EnveP+RQWb7QlyJsRD/+d/9ae/4f/zG+zhy/GuPIslmt/DImw7x5Kev9/7m9jiYflF/FnaHBd+or7fRDcb8TH9+FqWj51M/7XZz8D9801f1Hpc2snz448/0+g6tLmeRJZGOojIc83O1ryZv5VaO6AE36XoVqyihdGCzVCHp8TLk8/Hipq5k54s5TsXNCu7edpXhcJCVWhZZEInYvcwWN/BZPBzxJzmf05VKU21zvbCE3+Kk0DZ4vgasVuIOH6l6Eb/FSWPDzlymglX28PBkkOmKwf+Ya1c47BvmZtHYS7bJcGZ4ivlMgWytxulEgnO3lxHQd4PDYxEupI05qGoao8kBrs8ZSkYSBSaHIpRqTRa3cwyHAyxsZnuErzaLxPaW2aNayuQJe1yk+/gCJ6JBE6rvpZRXhWJqK1nuZn7C9Dev1OylaFxygsWaMTkaaokR51EWqno2ccAaY7M5i6LpYIJqp8iAdZxcS9+kfZYBzudy1Lq9WRySDbclTKW7iNyylZVMme2yPoGDDnNxLWhE42lWGvqC8cserKK7VzkO4A/YmFP0e/RZbciYFadLtlK1dZAFAato6eWS7ktL7RBUEtTbeu4olTcj4Nqayn53mITsQ0DA1bGwrJk9pKDbQcCqL2Sn1cKzd5dM46V6g9PDSTRBp0B6bm7ZBNCYXtnk1FASVdMQBYHbOwqALy+u8w1H99FRVFRNY/Pylvn7MxscmxqiWm+haRqaJNBfY/y3z97h7LFRYmEvgiDw0U8831NKAJ/8zBVOTQ0RGvAgAL/XF5YDmJvdZOxAnFajjSBAOmVm9thayzM4FkLpqEgWicV1s4f4of/2N/zML34HUpci6StN4VMpN0ilCgBEIl58/q8chPd9//yNtNsdRFFEFAW+8BmjTqdRb3MiMkBV1tAApdAg2zHm5tNP3uZf/L/vwGa3fMXuZ6fcWdjqKSUAl81Kvdii0VJxSRbTBpoM+jmfS+G22TgWi/Hs6jIgsF4uE3CYQ2vz+Rx7/UHmizkkQSTitzJXzBCwejgSjHIhp+8BxXaD6/l1EyWZoqkc8ie4mV+j3Gkw4gqx3FykJTWYCPjwFpKc60ZFWh2V83dyDByw0FQNUJKASNIeZL2RxSrKhItjXFjRlcxYwM+Nexu9NaAB6ZJ5XQPIFpGDwxEWUlkEBEbDgV4OUBB0cuV+FvJmW+HQcMwUwbBbZPaGgwz6vazkC0xEQnz4+96Ny7a7APelkFeFYhIFJ5pmLqordoJ8cjuITZB4MBgA7Zxp3CtrHPXo0PE6fhaqfagZQWPMGSJi03sLpeouaooxXleavGk0yFpJQFVVLC07F7aNSZCt13l0JM5aJUuro3F8j52lhkF+WmiXeSw5xOe7xbXj3hCXs0Yopdhq8nBwkKvd6nWHZKFNAQ2VtgZtReGgO0E2Z3gzw9Zhnt008lSHAhH6wQ+HfXGeXzauEXO4sUgi7W6LC6/Nxt31bK8ni02WCLudpPvYy10Wq4lodn80xNyWkeydHIyZPKITQwmu9dVmHB2O84HvegdiN6z4u5bn+IOVF3rjwYCLW4ubNLsFuMcOmuP/bqeND37kC1S6rOjHDpitYafdygc+8GkqFX38fqjqvni8dlbmt1Ha+vkPHB0ilzbCh4GIl3vruR4788hYmMqiEXpxhF18/7/8fUDPw3z0Qz/IUGI379iXI5qm8V9+7i+52PXojh4b5n/88vd8xUJo0YSfn/7vOplxpVzn4vN3KRf1d+3xObh7dbUH1z90zIw4/d4feuyrqpQA3vLAfn7zT59jK6vXJAmiQKOpK6q7d7cY2T/Aer6Ez2XnnqMAbai0WtzZTiMJQq/wfCaT5lgkzp3cNioaCbeHW5lt3BYrp4YjnC/pHlG+VedOXucJ1LpGYKnT4MHQHm6VlmgobQ75BrmSv4uGxl5vGJUWtbbuVebbRXwOMzin1lJ4xDbOTGuButJiyBHiwp0GhToEXXEODUR5po9mbDFf4EgszJ2UMcdWcgWODcaZ3UpTb3eYSkS5srRBR1GRLSKnR5Jc6M+9aV+6t5LfausW1uawyhIxt4cX54zvfe+7j71sSgleJYpJEh2EXd/EZuWP9GNpkt9bBhBoairPZ3O8KeSloeoeQsQ2TqF+rsd/Zd9RKR6yjrBQudabsC75xI5xP+e2N6h2w2bHPWZCRqdVIDpyFWtbn3AD9imWzMY3Q94s33FgFhGJRtPLfMnsITXbAsOOKCIiUaeNmZq5hUS6lWG/ewxREJCReGrRHFq8nd/mkfAeOh29p+b2Dktss17hDRNjPQiuXZO4cM9Qvs2OwmgwQNijUyP5HDYu3DXHy1tKh9GQH03TEX13NswAjvlMjmTAR7vdQdU0/sO3vLGnlAC+71vP8vT5u6SzZTRNIxL1kp43fsf1O2uMDgbZ2CoAMD4S4npfq4brs+uMDgdZ7Xo2+5Ihpq8byvfm4ibJ4QE2u+PhsIfcqhGvX1vM4Au6qZTqiKJADc3UMqDd7mC1W1BVFavNwkpfGKTVVvil3/oc/+3ffzOCoNdrSbKZqULTNNptvfhYkkTkHeNKR6XR1LsPn3turqeUAK5fW+HJz9/ixIlRNFXDF3Du+v6XK26Pg3/6/rfxzBO3ECWBVrPD1fPGte9cX+Ft33ISBPB47Hzb9zz4Fbnu/0lUTSMa9KAoKlZZYjNjePNOp4WCvU3No2JxqFQUA8WUrdV5ZHiEuXyGrVqFw+EYVzdTWESJM8lBnk/pYIVKu8XNVAbRZXSZ3apXeTg2zp3SCg21xVH/KJ9bXUMWrBwKxFmqrPU6ESzXtjkeGGOjD/m7Li6xN3iAe9msziiRSPL5Z9eRBT/7Rrxs0qbQ7W6drbZYFnd7Q263nYDTQb5WxyKJ7IuGubaWQhRgfzTM3EaaTtd47KgqC9ncDqwt5Co1JmJBFrayqBqcmDD6OsmSyNRglPP3zMX1T91Z4E1TE1/ey/oKyKtCMQE8VTzE5fz3YBFF/LILpa+bVlvTSNgm8Eg5VEQKnRydvjfb6CxwyP0wLbWJqqmsNZo9pQRQ61wnIZ+h0mmgCh0arQGqiqFpZmpreOweyl2Ot289rbHRNqyg7eZd3LKPSke3SKd8Q+RbF409UH6BqONsr0V72O5irpyi1l2AcyWNU7Eoy31N/SxqiAsZw0s7ERnh0pZhjZ0ODvH8Ql9vp8QgS4VC7zjsdHEhvaY3DQQO7eieC1Bptriz2VWuTgcOi0y9L9wSdDu53K2FkgSBuN9LrWWExwacDlIL+V44bjNT5kDCSD43OwrbaoO8rJ9z1GmeroIg0G53aHU9nJ3Og6aBJgl0uohvQTJ/QFE1NEnsMUdYdnCetdsK7aSXml3/e8LvgA3jGYlWmbpVQNMkVJuAc8f3q8U67z74UwhAIOThtz//b3F7jVDSn3/yIr/xmzroYGw0zG/9xg+YlMsvf/CzfLab99l/wOzdiSJ8/Hef5gPLnwTge37oUd73T9/AV0re+u7jvPXdxwH43F9fMymmN77jCP/mZ979FbvW30d+5y/OcaMvj3J0X5Lrc7oRkjwR4XJKzzEV6w1ODCWYrWcpNRuciCd4bkVf61PhCFe39M+1VYUrqQ2jMSa6EntdcpyZyjqlTp1TwVGeTa0gCSKT/lGeT20AAh1N40YuwyPJBLNlw8sotuoMSEGynSySIJCs7eXF9Rx+u52D8TAvLqwiIKBocGepxLH9cVYxvKr5Uo4j0Ri3u63T9wYHmN7YotpsMRzyMeTz8UKXuFXVYHYrzcGwQUsGsFWqcDIZ4+bGJooGMb+barPNdrGCwypzeCTG+T4i5o6ifsnw4PTq5q6/vZTyqmC7fDF7jb9OPctGI8dyLUO+Y+YBezAQJSl8Aq/6BH71ccIWc24gZJui1HyeRvsSrc4VwtYdRZvNgzx1RebCdReXrvkoVcwbqFO2EhhqER/vMDSh0JTN3ktHa3E84OZs0M/Z4ABBa8a8yQod3jxk5eF4nEfiCfYHBnpKqfsBZNXPIc84hzx7OOY9xNWMuV4i3SkwFYgy6Y9yOBDjzqoZAXcltc6BQIhBp5eEw0PM5e4tWIDbpTRHhmM4LDJWWeTEULynlEDv2zI5HDWemdvJ7T5mckXTcNuN0IAggLVhzhF94E+fot5XFPxbnzzXgyQDzG6k8fuNZ3/4QIL1PjDE9GyKeF9eZ2pfnKU1wwO6trRJPO7vHU/uT5BaNJ7TzOwmwajx/T0PjlHqY5vI1ZrYncZvkD223v23mgohl5HzsdsslC6v9CzXfKbMx/7nZ3vjm5sFfv+jz/aOF5fS/OVfGb2qrl5Z6iklgNmZFBP7jOc7dWiQtWXjHf7ZH79Aaj1Hp63Q2sGg8Y+VN77jCI++ZZJjZ/Zw9rF9/Oi/fcf//UtfQdE0jacv3TP9TRDA7bJht0nk++rlJEEg26qTrzawIjOTNd7vdHqbMZ8RWq13OpyOJxn2+QCNs4NJnl5dZSuvMm4d5EJGVwKKpnEjn2Kf13j+AErLgV/2A+CRHWzmrFxbgXZhhInOCV68oc/NUqPJ+cU1Qi5zx+tmuY1XNsJsD4SGmF1JExBsnIzF2cyU9fILAVYKxV11gQBeu9VkUD0YSrDw4gbhbYlTthCiILDd7UJbb3W4vLCO02YOuy6mc4yHB3qFUYMDPj70vpfW8NgprwqP6Y+X/9p0vFrbZI9jio7WwSKovM7126ZxpzJNyBpD0TpogoNi24yg88uGlSOoLj4/nUTVDKvD0/SDaGzaYZuHmZJhgbRaScDYtA94Jkg1+hriOcw1IUHrEJ9ZX6HT3QXjNjOk1SJKrFVqrNV0L81rseOULD0wBkDSMsALs4ZCHPX5qfbBy5NOHytLBTrdJPLQhFk5C5rOglztFhmrXyJqpAEWm4QoCDidVvI1M/Kn1moTdDl0dnJRpFw0L7Rsucr7fuVPqbVbCAh4G+aL1Bptxg9FkKs1BKCzIwTeUVTe+40nOHpAzz199ulbTM8ZaK2OqhEeDCDY9PNKOzycVrND8LFx2gX9/XasO0hicxX27ItQKtZRNZXWjrbW5VyV2EoRNA2X205xRy3J3K0N3vvGDwAQSvpoNs0h4mcv3uO3PnseDdgb392yXhJFZIuIpmqYNDpgsUj86+//XQo5fR5+4Hd+gKOnxnad48sRSRL5mQ+89ytyri9HBEHgu95+kv/+kc8DcHBPlGuzRsh2pGNjQQNZEjgyFueFvD5W73Q4HUtyodt5VkBgxOfHY7Myl81yNB7lqS3dExwc8HIpa3gS09k0U/EIcyVjnYZsLkp2HXE36PQzvV0i14RB1zADbg/nct2+RrUKFkEyta0AOBAMcaG2SlvT8Nnt1KsdWrkOB8NhkkEPz850W280mlxbTrE3EuTutmF83N7cNiHnhv0+Ck9tESm0SEyG8cU8XH5hCdDXyty9bfY8mGAjb+RJFUXjYDzC5W69oCQKHEnGuLaYYsDlYCQS4IPveydh7076sJdWXhWK6WzwCGtrhmIYd+3jqZQRxnqbf4SgPN07dtuGEZrnQQBNCDGjmtFP1Yaf//38CaySRMLjJlUxeyelWpsx7wiiKOC1WrlaMhfPvrhd491jB/T6IUFks37NFBReqd9jzHmYjtZC01Su5Zx0NGNypZrbPBA+wEatgqqpJJx+LmSWjOu3G5wcGOF6LoWiqgy5/FyYM3tpbquxq4sIOJtyTykBLG8UcDiN5mhng4Nc6UvMXllLMR4O9Ihjo143N9c3aXVrw5ZzBU6NmOHfVllipWps1sfjMbIlAzwxtSfOhWVjcxj2eZEkEaUbQz+0J2aiSco7G3g8Nspd1uS9o2G+9W3HewpnKB7g2YvzbKb1fEQ85OH6jZUeUm/bWiaU8JPthueS+6JcmTPut1iu4/M5KRb1ezx0MMmt232/x2rBIku9Iu2oJDK7rV+rki4z+cBebl3RNxuH20YqW6VY0M9VzFc5/OhEr315PO7n8lqKTvfers5vMHkoxvJtfd4emkxy+5Zx7dn5LfwDrp4iGh0JcbuPQug3f/FxPvzxH9mlfL9WJTDgIjYygKKqWJ1mi0QSRaSmzujPDnSzRRQ5MzjIdqVC2OXiqfUFEPSw7WzFUDprlRJHwjFuZA1DJiR7UTwq8+UM+71RXtzYoKkoxJ0BXDhZaupraq1aImQ3b+Sr1SKnhoe5saJ/ZtIf5ta1DdxIjCWCtDwat7pgpIV0rjfH+8VvN7O3nxhOcmllndFIgJjbRfbTa5QK+txfvbqJ7dDud22paSaCl8nBKDOzKWJOJ8mYH1EWerRe+Wqd/GIdi/SVyVX+Y+RVoZjeEn2YW8V7tNQ2FtHGUxvmTfpc6XW8a0BXTDZ5D7WmEVIRtAwxx5vZqOv1BzYxwi8+M0S13ababpNvNDgUCnO72z7CLsvU5AZzfe0cDieipmruMxEX0yUDhXfCP0KqYcTwk479PJc16pjC1iOAoZi8FidzxW1yLd3jiDl2w5IbDZFyWQAkkO10tLrJeusoKgGLA0kQsEky6Zw5zlxuNjnoCFHvtBEEgVZNYafE/B4csgVBAL/DwfPzy6bxYrPRbTAmYLdInF8wgyNuprc4szepsz5rGvNZc3hxpVjiX37LA/hs+gJ98uY89IW+S7UGRw+PoOT1sOZbHz1o2oidDivf9q0n+fxVHfLrrYmklwu98WarQ+zoMMG9Op2NxW2FaeM5VOstpg6PUKu2en27+iWVKnD82DDVahNV1Sj2NT0EWLubYngigqpqOH0O5pbNhZBio00i4QdgIOljftn8DtwDDiJRL5qmYbGYN51OW8Ef8qKpKqoGlR0Et4DuWb38e8w/WvLlGv/lD58k1y236Chqj1MxnvRzNW1Miq1UiWDAgUWUGAp4eS691NuU3S5L7/9tVWWfP8yFbcNA9VvsHA3GuVvMsNcX4pmVFVQN/DYP9YbW7cQMqVqZIbffdI9zxTR7fUHuFTNoCDzgG+by9CY+m529oSD3bmz1POw7y1scPWJGjC7nCoz7/cx387xRj5u1Qgmf3c5YKIDbauW5BX19LeXyLOXyHPbZqBWMotjFuU0cITv1bi7b5bJRabWJiU6SER8Ot5ULd5ZRVcgWa2SLtV3IVYD1XAm/6+XlmHxVKKaoPcQvHPk3ACyUt3hy/UOm8bzi4hfX341FlPn2iEpSWjCNZ1oRltsJJEGkUY6QqZkrpP12R7czLdjtIk+nzd+3qx4OuCxomkbQIZPunDPlkIptGbfsR9MUZNHGnVKRfheqqa0hCSJKlyA2JMdYahmL8XpujZDNRabLNHHQnTS1cJ8tpjmSSHKzi4qzSRKlRotCwwilnU0kubJgfOd4IsHlPpTdcNhvImAd9Hu5uLBKpw84EPO62eznr1Pgel9/p+MjcVMh5Ilkgss3jc38yL4E2YqxwR4djfNP3v5AD6k3uTfO93/gE72iX7/LwfSVVZqNbtFlqsAbH9qPx6Urslqzze998VIvueu2WAj7neS7XovVKrG4nCHXPXbYLQz4XeQK+uc9LhvTtzeod5GJfp8Dp8uqM0UAY6Mhrl4zvJTRkQHElUzPIxvaF2f6sqGsJx/dz81uga7LY+feVoFKTT/X+kaBiRNx7q3p3vfewRDTzy32ZkGl3MTnd1AsdAEyBxLcvGKc2+939gxjSRb5iZ97D7Ll60ArARdnVntKCXQuPMe4m3q7jSPmpL1mIPQifg8rOX2Ojbh9pkiEuMOwkDWRM9EhtmplgnYnz2wsAXqeqt7qcL8ErtBssn8gxDyGYZGqljjoj3C3mEEQBCa8QW7kNvE57BzxxXnxYgoBgVKzyeX1DSbDAyykjO/nt6s4JCMi8cBAnI2/WOTsYADvmIdrWpWtsr6Wrq2lODZoBr8A+CYHyC0bv/3QgQQLi2n2DoeQnVaWhTrz3WvmSjXGE0F21cvu6DU6PODn1z/1PG86vpc3HduLz/Xy9Nx6VSimftnjiXI8MMrV/BIAk744a41bCAJ0FIVPbov8q4SrlzMqaCd5IpvuwUID1hoCMbTujA86nEyntyg1dWU1EjA3LBPQY8azBd0bGPZ4GUr2b/EAfl7o0u34LE4csrmwUxIsOCU9Zm0RJDZrZsu6rSns9XuIdyz64qvvrj9wOmWOJ+IIgEe28cyi2buZLWZ4IKZbT4IgmOqLAFbSBR47OEKt23ZDVTQ2+iC7bUVleMBPwq97b06LhednzddYyRY4OhQHTUMSRWbumJE/1+c2OH0g2Suk/PF3PmqCj0+OxPju1x/jWpcV3S3I3Fjqay9dqPIbf/QsZyaH0TSNm+m0CXFUabeZnIyTKCjdZ2Ll4kUjf1hvtNm7N8pQ1I8ggN1q4cIlY7xQrHP66AhKvQ3abpTf0naZB999gkapjqrB9qLZA1y6ucb+qSRoYHdZuTSf6kEJBSBRAXfDCpqGtwz9/YXr9RbjE4N4PTU0oFw25+cqlQaxA1HabQWHw0o0+ZWpn3olyBuOTxAPekllS4giyD4L6W19w725vMlg2EemXGXA7WSmYjzzmY0M1oBMq0vLJUsiJwej0BGRBJFz28s9xRWwGR6Coml4beban1KjyfFggrulDBZRAlXgdjaNU7JwMprguc0lAIqtBhdyqzhtDmp9OUR/0IUlXaDdUbHKIk7ZirihciQeIup1cecTMwjAxkqOjZUc/m9LksaYu7Nbaayi2Cu6D7mcVOeKjAwH8fmcyBaJK1f0e5i9ozc8dBw35ynnN7LYnBLNLopVlkTkNpwdTLJWLuNz2ljdKLCxUeDc7WU+9rnL/OV//oEv6539Y+VVp5g0TSPm8DPRiSIh4bU1qPY5QBVFpSS+BYdYREDjmWwStS9+lG9neffxgyxnoaNoSB0b17eMWPVyvsix0ThzxQxtVeVEOMH5LSNcsFIucVidoiDpobyYLcqlnOGZFNs19nv3cK+i8+AJmkix6aXcMfJYh3xh1qpGaO/ByCA3i4aXFrG0TEWFAzYHtzYylLvKU0Rg0OtjrdRnbVlCXL7XV/y6R49n35c94QGev7PcU6cHEmb4uCgIpMtVFrt8eS6rpVd/cV/GggNc6WtTcWwwyq2++qrhsI/rsxs9j+hzl+Y4OW6EGurNNk9eusdWl5V8PB7cVbNxe3qNT3/qKgD+kAtnxGhECKCW29y8q79Pt8uGz+egWDTusVFvM3dvyxj3Oih2w2SiKJBayrC1oRsOwZAbu91Coxs6CYc8XLi9gdb1IveNBmHDKBsYPTzY85gAjvYRpbocFu6+uECj3mUPWc3hj3kplHQFNHV4kOmbxneHhgZ6jfw0IJgIMNfXyO+P//B5fuRHDfqlr2URBIHBsQAdt14Pt5Ip9MZ8Djt5S4uSs4PV0aFRNxCJIyEf2UCBhDOERbVwvrDYq1E6FRgxTZzODlei2e5wNjxEql4GNLZaZfKVOiJwNjLCuZRuENWUNjO5jCma0FQ6nB2PcmU2RVNRGPX6ubeaBlngQDKCS7ZwubsO5tYzlKvmCAxArGHt72LBaUJs3kwTHwujhWQyN7Jsb9zfA7IcOWxuRCoAQ14PW3kjgnFoJKobUwKs5YqEnU6u9IFIbAk/9T5lmsqVUFXNZBy+VPKqU0x/vXaZz25c6x0fl80x1jcEveSbf8v97SRpH2G5L3wftsV4LrtI26pP5IPyPuhLWTktFjbTdepVfcvUBnbfQ0t1IomDiIKILAygaHdN4w1FY9w1hiCAqHn4/Ka5+G2xusHbh/XOsqoG1/Pm3MZ2O8cbRycpt9r6xt208GJfUldFI+Z2ERDsaGi4RSvXbpk9pPlUlrFgAEXV6YE6qrn77MxGmuNjcVbzRb3nTXjAxAxebbXZPxSmud5B0zQCTge3l80e0ka9gstuodVRUDUNh9ViarPxZ89c551nDrB/UFeCf/D4xZ5Sun+PJ48mmb+jv4DxkTCz14zNu5Cpcnj/MLOFHIIgMOT2MHvFeA6VapPJfXFsdhkRgeCAu9chtzd+IMGAX2dZHvA6uP6i4UFlMxWOnRyh1u4gCgJ2q0x2w/B251ZznH3n0Z7i2lovmH7/2swmx8f0/JbdKnPlnmHt16stju6NUWjo+a1+Oh6A7XSJialBWq0OoiiwtoMeaWNtR8X217D87pMXTN738bFEr5trfNDH9az+/jPVGmeGB9kq6zU7y65tSo0GG40SezzBnlICWKiaGSFQ4JRviI6o0EZhfrtArfvMHxiLc77br0kFlivmZ5uuV3k4McKt/BbFVoPTviEuXFzFIkpMhkMUtmoUqrqBcXt9e1cLilShzLFDEdZv6wau1+ugc73IadWGf9SH5LJw7dklAEo3NpAkEadozjlupMz35HBYsKTbPBSMsqk28QYdXL+X6j2B4xNJrt4z7xv95RwArY5CoVpnwPPSdq+FV5li6qgKvzTzGdPfbhY2ORveh6J1cEgtRmxP0EcDRkg8j0OaoKXqEOaVkpd2H0IuL28jIPZCe4dCYVN+ZzlTNC2Ak9EIy53rCF0sQbFdwSHaqKu61eSSrJQ7m6y1dW9G02DIOcFqzdi0DvujzNeMFgUHfZNc6qMsitsHuJCfp3O/aaHXTN2DBlpO4+6KDtjw2K247VYqDaM2KhHwmpgapkZirGBsurIosqlW2ZD0cENSMocwQYei3vdWrK02siRBH8RakkWqNoW2rIK2G74N8NMf/Syraf26J/fsTtSqAlTRN5Cq0t7lQdlLGtyqoAHVoIbNJuv9nO7/Dllis2tVllttvB47pb4wmRW4d01fwCW/A7fHTqVvvFpvM9v1emJRH7JVpNPSn7vTZeXG3a1ejurQvhjbffx7I2Nhbr043zvuJ4l1+Rxcn92g2a1JSsT9yBaRTls/9969cab7WoAcOTrEjS6rhdtt51/8+Nt2PauvVfnc9bs7/qJhs8i0Oh3KbcPbcFutLOXybFeqeg80n7G9LZSzjHuCzJf1dZSw+fG0FcIuJ6BxdX2rhyg9FU/2lBLAYqZkqvgsNBo8FBhjtZlnrVbkRDjB8xsrCGhM+WLcuLCNgEBbUZnZzHAyHCfTlyNbzORM6+3oUIzlq5sMHo8TcNrJzedY6zKQbK4XmDxq9oYURWV0b4zbfR50NOLD43HgcdsplWu0Wgq3+xCkW/vcJsOy1dld6+bsoyCSRZF//11velmUErzKFJMsSpwcGOPpbWNTP+wf4vntJQAkNN4QMMeWbVKci1s+QMApWYAdnWc1lT2BICBiFSVubZsRf+lylTcdj9LWOoBAW9qk0le+UlOanAocpK7obBJ+q8pM2bg/QYBht4THEtK9CsnBQnXWtPuWlFXCNg8draOHJDQ7Hc1w4adLa+yPDjLbpe4540swfdu4z3KjxanhJFe6PHc2i0yujwMPIFOsIomCjqADjo7HOdcXgrycTjEVCzO3qYccwx4X030eUrHe4NRI0hTKC7gcpApdJS/AdruGVZZ66KVj4wmu9Fl1VxfXGY76Wen+jpFogOk+CqL5tQzHTwxyu9tQ0etxMHe3j6MwW+HwkSGuz+jjToeV+WWj3qxcbTA5Ead0WzcsfB4H81eNzb9cqLP/8CALrQyiJBKL+5m9a+SJNreKHDs8RGarhCAKREJernbj/gC35zY59ua9lNttBFFk67a5xUE6VWDq1CgCYA26ODdtXHsjVeDkg+MUW7oHtX7XnL/KF2oMTcbQ0BgZDhEKmfuDfS3L+15/kp/+X38LwNGROFcXDa83KDgoOptYZYm4x8OVdX1M0TQOiHHqrFBRmkz6Y8yuF9jrixNxO3lhbZ22qrBQzLHfH+opJYA7mW2sokTrfoM/Bc56x6gJTTYaBQJtLy8s6XNoMpLgclqfgxoCN4tbTEXjzG8ZQAdN0AjY7eQbDWRJZEx0M39vk6k9QYJJH5dfWAQNFtdzLAIHXOZ3t7KYQRTogTE8fgd5L4w+NoK1qWFvwo0+EM7UZJLpJbM3NOCwU+0LaTdbHawWqceacmRvnCvz64xGAwQ9Tn74HQ9w9oCZE/GllFeVYgL4tuHTXM0t0lQ7hGwebhWMxa8gsN06gV9+HABZ9PK7SyPQtchrStsEnACwlMLcyRd6x2cSg1zYMDbsRw+FuVwyLL6zoSEybUMpRGwBbhTu0uoWrk56E7vuWRYbVNQutxUenZlcMxZSwBpgtaZ7N5oAAuakpyQISCUBV86CLIrYbbtfu4JKKOBCEAS8NivLWwXTeL5aZ280RFPp6Ggj1cyegQABj4P9mh6aGnA5eTFvbg2yUSxzIBHW+zMJAgvbZvj0ZqnC2bEktW7oq7UjfKVqEBvw4NRkEDQG3A42NPMG3UFjPOxH0zQ8fkcvh3Nfivkq0YgXTVFxOGxsps1Ak3KtgcNvQ1E0RKeEYJFp1o0FrWn0PK58rorTaaNWN56Fisbatn5OVcRUhyVZRK6LVTItXemfeigBK8YziA8Hmb601H2eAnseHGNhWVf0Pp+Di3fXeqS6B0dC5Psg/i27yMqG/izmN3K87dI8D516aZv3fbXkHScOcHpiEKss85EnL3K9D9kpWkWy3Rxh0md47V67jVuFDJUW7A8lmd/I0VQUZnIZFgsSVknsdZadzWcY8vhZLevvLep04y/acLgtFOUmmUad8918697AAHfzxju7tb3NYNTHWl+LmYTHRbvSZqVSYtjlI3+7QKtY42AiQHTAzbXz+lpeuZehtF1FRDCFGV0hF/QxkgyPhbAUK0QjPhRUloUGM+uGUXPUZQa6tFrm0g4NiPncrBZKIAgMBr3UsnXsDZgajSN5ZM7f1ffBpa08S1t5fnXPbhTgSymvOsW0z/pJfufgbwAw03wL/2nOHOZ6MT9KofW9WESBqN3Fas28uTaVDscDowDYVDt/c9ls9W5UShxPxFBUDZsVZlrmMMSN/Bb7/CFaaouOpuCQbGxrRnz4VmmdSV+cVENffPvc48xVjHBPqVPmkG8/1wt6rsMq2tjoawgmCOC1K/1lTxyzjXG+S0HUUVWupFKE3E4yXa/I57CbulduAadHk1zuYwqfGoqaeimNEkDQdEUIkHB6uLqw0bM8BWCsrwAXYMBu5/aaER7c2X/peDJuKnCND3h6PXcAQl4nt26u9RbeogDDsQArm/o1JFGgslgkvVbQT7AMR06N9IpYAWS7zNby/XuqcOTQIDduG4aE3W6h2oVwN5ptpo7EmX9OB5ZoQKmvVKCQrzJ5eJCbs7qH5fU6mJk1Ns31jQJHDieZvZ1CtogMnU7yQl/NzaXNLR59815aS0VESSSz2ddmRNNQUiUOTw2CAHaPjeduG3PxznqGB964l1qjjSgKzMz1Y/jg9lzq60YxyZJIPKCjPd/3hpP8xfmbCILAWGyA89vrvejBdqXKZCyCJArILpEXM/p7vZ1Oczwe52paf09NVeFUJMkLm6uoaJxJDPLhN72Lq5spvrC4wBfP3WOzrr+LWNDDltWIPtzN50h6vKyXjXc1YY/gtziYqWzzQDPJ9FMrqJrGxIAbb1tmvsuwsrKR38X0XSjV2b8/xp2Fbn7JZSfdbhI6GCHqdmCRJC7eWAZBYCtdxum2su3bwfrhMFMMCbJANOZja7OIbJEYPZnk2sw6QyEvQ8kAt+ZSPWPq5uw6hyZ3G8Pb+Qoj0ZcP2fmqUkyN5nkK5V/rHe+3fo5h579ipaZPsqjdx3QhRaPbL2WhUsQt26l09I3fKsjk2xVSpQIADsmKxxag3JeziHndXOw28rKIAiOjDnItY2KPugLk2zO9OiYRM3+WLEhoqNhEK5IgIQm7a1E0TcAjDetxdIuLawUzZdJ2K82kY7xngy3dMUOL26rK/qEwo82OXntlkXtsw/dltVjkxN4kCAKSABd3FMcupfO84dAoNVXP60iKwCXF+J0aeh3QCac+6R1WmRfumJX8laU1Thwa7FEt5RbMbQJSuTIPHRqh3uyAoGHXJK6sGvepauB12zmxX68hc0ky156YNZ1jeyXH4W6M3iKLXLppvoeZuymO7kuiqioCAnOrZkNjfi3D+IE4akfRUXlZ8z2mt0sEoh4UVcNht9Jud+jv4KjKIjULgEqpUEcUBBPAI79aIHNPv+bUqVG2+kAMAxEvV6f15y5bJBJjATa63lh4wM35Wys9ZqKj+5Pc7Ib+HHYL3/HuL7/F/CtZVrIFqmobTYOOoJlC2hG3i0uruhFyfNxs8dtlmQOhELPZDFPuKNdvbxGQHRxMRPitt70bl9XG2/bs5dHBUZ581jAmN7Nl9h8KMZvXPRinxcKI3UfS4WGtViLh8vBMt/DVKdvJ3Cr23m86V2Ew4jfdx721DImYj41N/T1O7osze2+LoYiX4ICb7UKVlS6SczVb5Nj+pImduFZp4Yg4e+g5SRRxBuyEwx7S6TJ7J+NcthSphzocHI/hVS3c6JZXbGZKOO0Wk4cPYBHMuV279eVXCy//HbyEUq79Of2cJYIAPzm+TKWj0NYk/mo7zvk+l7yp6t5RsV1HQcUj27mc66t7UVqc2uvn4lyRpqKwfyDExe21vupyjaQUI4dOQOmQrMiWLYS+CJVrRxHkicAg96pGC4vV+jpW0UKrqywDFj8XsuleYR7AuDvOfMWwmBPiGF/sAy48EB9mq2iEfeIeN5fm13rNw/xO+y5m8PiAl4urfdDu4bgphDI04OOFuys9UMe+yG5ut05H5UaXCkoUBIZCflb7oL4Hx2M838dP9sjgIBtZwxJ1261ML232vJRYwIPFItJuG++w01S40114IjA+HGRtxQjvRfcEuXqnD6J9KMn1vqTwofE4N24Y4dzDRwa5PmOMHxwOc+cZw2M9eHSIWzN9OY64jxt39eM8NQ4fSnK7C0KQZJG1vpDo6t0Mpx4d4UK3pfWReJjtp4yOprcuLzE+mSCfrSBbZJMn3GkruBHZdyKOIIp4NAvpvn5b12fXOXFmlKaiEPQ5cTl39+D5WpdSvcFPfeLxnjK+vbrF8b0xmkoHr8POi6vGe15K5XlgcIiq2kKQ4EplhZbaweuz0ch2aCkKLUXhwuIaM1sZTg4ZDTDfffwgnzivc1dGvW7kHJz1J2lbVWqlNpfmDJ65WtAI89Y6HQbHIxSuGvOnUmsyMRxmcS2DJIrsjQaZnUkRDroZGw71OjCvpwqspwrsmTATxaYLZkNodCiIK+pmtVqhVGsQj/h4amkFfBpnD49xLr2OpgggCNwp5TnmMK/LSm03NN3qsjAWH2AxlSPsc/GhH/2ml9VbgleZYvK4vpty9Y96x5K8H1f7b3BJ+kZ31ufkfM5Y0AGri1vFdcrddhT3Q3j9kqu2KQtNkMHmkMDc9JVaxYK7nsQiCgwHLBQ6V0zj6WaGB4JRhO6/pZrZ+6l0qhzzTdHsovbKbTt1xWz1WwQLBz2jOjmqYOFvbqXpNyUv1lY5kRyi3tZ7+zhUme2OMeELtQZn9gyyViihaRoht4srq2b4+FqxSMjjpKOoaBrYrJIBtQXmtrMcH070GgNOhAe4sWSErVRNR8TZLRKiKCKLAuuaedG9UFlnKjFAtlAFBCYSQRP4YTNf5vRUktRCDhGBaMjDrTv9MHhoe2QGBwcQRQGLQ2Z63pxjmlvY5tB4DBQNQYTFBbOHdOPGGu/+xmPIsogkiZz71HXT+O3rqxx7/T5aHR0+v7SDpX1ufovk64boaCoyAttXzednvc741SKdhoJ7ROij8tU9wIYkkq61gBaTeyNs9SkfecjB810yYL/VRsDroNCtsRpJDnB+dqVnXU89cYXv+YaTfL3J/XAzwHh0gJn5LRRVI+ByYLEItLtzcnQgwJVum4yTh2O0ulGNUrvJZMjJcs4wQD95/TYxr4ekTw8X/od3v5HvffA4X7gzzx+eu8rCZk6nwhJgIGhEOBRVY38gxIVNY44qAxKH9yZYSeXwuu2k8xUK5TpOu4Ujo3EuX14CIJ2tUCo3sFrkHvISwN3XcFEEom4X4YMOqrUGdruVewvbtFf1/k6HHhzh/EZ3nQoCqWathw6+L9YdTOKhgJtE1M/SWpZao8XIVIQnN3WPb2jYy2/+wHsYi+02Ml9qeVUpJpvlGB7X99NR1lDVBrXOKv0e1BHHXxKx/RMyzape62P3c6dkTLo7xXVcso1qR18ch93jfOGOkQi9nk4xYHeQa+ibRczpZnp7u+fdzOc0vvFEgvWmsemPOAdYqhmU/uOu/dwpG8eDjgTXigbBbMxmZozWNGgqMFu6Hz6UibpCbFUNa3vCEeLGvc1eaO9sbDfsutxpsdoNaaoWHS7aX3R4Pw/Vuy/rbnh4VW1TopufUZVd41ZZoiopgIIoQFQy83HJkkhWbJIV9ec7/qVmZ1WhtKTfp6WimpBFAH6njdlbXXCJAINTMRbXDOURC3uZu7HeW75Tx4a43keOundPhH/zz97SKyoc83v51V80SgzG98d4oQ9ZeHhPjFIfrdLeqTjn+miYzhyJMXPB8MjU1TzVLV3ZLNxYY+qhvUx3qYXGJhPMLxlJ79nrqyRHB8gWasgWkYU+JoBCq8nEoRjRjE50a3XKUDDCgL/1yefZaFRodDoMh/y87/Vf+0rK67DzvQ8f44mbd5ElkXK92UOJ5qt1Hpkapaq0sVtknlk2Qr5LK0XEASOEKg7UeOy0n3uLTfySh09N3+bPrk9zIBLmo9/9LQy4nOyJDLAnMsBTMws9Nm80GAsESFf0YwGwtgXORgcpdZr4VSu3nzBanYzEB1jdLAA62/dGzmy1Nlsdjh0Z4trNVdAgEnSzvV1iTyKAy+1AqbRN3nxwwEW7beRwxY4511Te4Q1FXS4ETePIvgSzS9scHI9x9d4aGgKiAEeODfHctuFlrpZKdHZyFL1M8qpSTIIgEA78997x4ta7aSv97NdxPPYUslVD0EQKbbNFr6JybMCDolkRkJhdNG++bVXlSChGvdvHSBAEXuxjMQeBZinGZNjShX7buFe9aTrHZmONqC2KoimgaTQV82RLNRbZ697PfGULFY1J7xjX8sY12mqHqYSTrbu6YrIIIp2smQDpVjaNx26j3NDPfXQ4zpVtw/PYKJU5PZw0qPEFoQdAuC/Zag1ZFHps2EeHzOe4nU1zYjjGjRV9k7ZIIum6sbGqKrg75ul3PBjj+oahtC+trTMW8bOyXQBgJOxntm+TT2fKHDk6xJV7+neskkR6oQ/pp4FWbJqQcXLbbFPevZMiHvNRKutQ3h/6vkdMle7v/OaTXDx/j421PJIk0vFboQ9Jf3M+xdnTo7rVKwisKmaY/YXNDd54aJBOS0EQYPFzt03j5UyZwaQfpa3s6pPTaSvYrbJeoNuAQUeMVMlAtYgOievdZpCxgFv/bNf63jMU4mPPGN75WCTAY4f28LUszXaHL9xe6AFq9sdDbHZ7De1PhHn23hIaetg4GnCxVdXnWyLiIDig4pPdSKLCcusuHUGBPeCuHqC1pc+Nme00f3Vrhh84Y3SkftexA0yvbdJSVLwOG/lqjQPREB6bDUXVON8H3nmIiGlu7WyLksqWODI5yL2FbWr1FpPHhriwvIEn4WJyMMLd6Y0eC4THZae6o22K02El22eciH2LWhJgn8vPYNWJGLBQUzsUVkpMd0P8Q7FAN/qg36GqgfolGM23ShX2xkL/t1fxVZdXlWLaKQPuH2I9d7l7JPPJ7BnqXRi0JqiMut2k6obLfyoUY615q3c8HjnGvb6C632BEE+tGaG4yaC5b5IkCPg9S5Q7ukek4UMWZDqa4cqHbQmmS0aobsRppv6RBZmq0urBS0Vhd1GqIHUYH1T1dhaalYUrZgVb67Q5nIxQabYAAcG2m3KkhcLEnhACAk5J7uVR7kuqWObU2KCuhAXQxC9hadlFDo3rMXOnxcrFHe2bl7by/Np3fiM2i4wgCPzm37xgGleBeNCLQ5BRNY2ww0FeM4fGKsU6ow4XmqZhtUpkC2artJyv4406qLc6dBQFcUeoQ1U0lGqbRpccdXkxzcNnjZbS7Y7C7c086W691VTSjOL0ehyc396k0d2EpibiOiy3K0dDEa53q/YBjjy2nztPGB6w3WFl9rr+vlMrWSbfcJBbXQ9ueCzM/HKmF57LPJUictrNdqWKTZbY6GNK38xXOLU3SbXaRBJFFIcIfXPzf/71s1/ziunDT5zj7qbhUbrsNk6MJREESNUqPeNL1TT2BoJE7S68fisXrTN0yiqQ5mQoSqev1MISMvNOPj2/xFgwwAMjQ6xkCvzaF15EEESmBsO0BJU7aWP+7SRWbXl3riON73vXac5dW2QrWyYa9HB5aQNJguOnR7jQJUkuVRukimUTNVG1ZgYsiaJAyO9itQuO2TseYf52islBP7aoA6XQ5uZ9dvtFOLg/xkrFOEexbFZyANoOj2tPWPcSXwnyqlZMqc44z9W+CZsoIAoBLnTRdvelpKQ4GxpEQEAWJZYb10ys4Dl5muOxEzQ7Kh1Vo9o0eze3stscGBhgqZinoai8dcJPS77cG68pRfa6j/RCdy7Jw2LVvPHKgjncFbMd5ELOUFyz5WUGrO4e8s8jO5gvZym29UmZpcLxvYd48Y5RO3VyKGGCfkdaLqyS1IN622WZtXaZzbqh0M6OJrnW1wvpxEiCC33J5kG/FxEjMGqVJNaqJTYrxjlODsW40dey+fsfPME37N/XO/a/28b3/tqf9I7DLhfX76z3QnULAuwfD7I235fXaaukUoXe4ZFDg0z3FRsOH4xyuS/XldfaWCxSLyRy4GCcm30V9H/wsed45KF9DA/rcfa/efw66Yzhpdy8sca+yRgLa1kki8jIeIiLy8ZzuXkvxemJJJViDUkQsKfNzQBv3Nng9OsPoNRaCALMXDcr69J6nr0H4qiqhtvngIxhGDUqLcJJkQ1HlTZwcHGAbF8tkyrAnQ19494zHEQQjH6Cjx40h4C/FiXS17zOKotsVSqs5vXnc2osyWpB//+xoXivBbmQguBZJ5mmPg+vZ7cZ9rsotPXnZrEIvO5RF9WsTLNo5eLGOs/++TJOi4VDnmCPsWF6bcvE2wjQ7nRMvY6sFpn9RxLIHfBYrPyXH/tGXE4b/893PsZff/Em/+V3nwBA0ehRFN2Xxo6uw8N+DwGPk5nVDKIoMO50MvvpaUZGg8SPDHL+5jKaBrW5NN5NBzllB9JONoOqStUGsk3sRTj8PgdFsc3JRIJSq0k04OZ/ftc7d8HZXy551SqmulLnD5Y/SralT1BNqxC1jbDVNEJBIZuPuxU99CIAMccA6b7xcc8w1xWdMFTUwJM5Qp+njcdqZWJkmmFB/86Ee5yVHYaLqsk4pTiSIBG0+tlqmuuetptZXNphBEFEQGOmbFZcba3DiUCUphLQYdvYeGbbDKDYcK1ycmSs5ytM7+hHtV2t8tieESpNHRzhdFh4etMMH19s5Tk8GOudYy5jTvqvFUo8PDHSa//stdt4dmVHgW2jzJGEfg5JEvlnj50xjR8bSfBdZ44wt65vrjZV4vKasXFrGkhhO8esSRDAZrVw6aK5xcj0zDpHT46gqhqapnGvry8WwGauwoPHh6kW62gqKB1zOKPdVrh1e62nmKo7CDYFQIlayCkAKoNus9UpaBr1G1m2u1x1hw6ZN7NY1Me1p2d7GmPq9B6m+36DLxlgui/ndej4ELe7pLKDYwO84NjsbYSLe9J4NmyUa00sssjddcObWFjJ8sDhIQrVOhZR5J3H9vO1Lt969jCzqQw2i0S52eJvbhjo1WZb4ehgjI6qUmsam7SmwQExyW3rKrlWjcOBQWaLKQ4Gxgg5rFzKz+qelhv2yodpbHWL6dtttB2RhGazw8iAn+VcAbsoYSsIjDRcJOJ+bBaJC32lCN/5+mMmZOTYoBlQ0N8YUBBg2OFidMzOVq1OUBNZf26eTKON22tn8FCSu932KemlLOG439TAuFJpgMMcObFZ5J6haJUl9o1GWNsqMDoYpKa1WelUmU0Z8+UD3/n2V4xSglexYvrbzU+TbRkvRhBgyOHDIlrpaB2CVj+3SgYIQQMGLIZi8lk83KukTd+Ph5vM9O3Xb9wrURcMRbbVzCJoIpqgT0qfnORacbnXZynVSBOzh9lsGOd1CYNcKBhhtDPhYW4WDfhyzB7gemGuxwQxYPWY6VSAhBjjuYzhFZyOJbi6apzTZ7dzZWuz17pj0O81E1wCY/4BU/Hr8cE4V9eMc9gtMrczaTJ13cIc9O0+x4jbz5W7xjm+OLPAu44d7B3nyjUePzfT4xAbCft31f046pqJoXt8T4T5BQPbduhggqt9HHIHjw+R7wtjjCQGuHzB6HM0MODCYbf0mqslEn7e8uap3ue/69vO8tRzs8wv6u8kMuznWsrwwK6upDgyHmVmXlcex8Jhls8Z1799e51Dk0nW13NYZJmIy0a27/dMX1zg6EN7abU7iJLIvUWz4VHNVNl/egRV07BGZRCM35qhytTxIMUNhaqikGy7TOEgtdJhaU4/3x9/5hI//8/eydeyOK0Wfv69bwXgzsZ2TzF57DY2yiUyVX3uHRsyQmzH98T53PIqgqBxJD7M1W604XJmixG3z5R7TdtXEbD3/ibJEu975ARfuK2vtw9+5ztJBrwsZPP81l+9wOcu6Z2p08Uqx8fNRarPTS/y7977ht5xqdogHvaRSheJh738/I99I6Ik8PHHL7NydZ25J++H96Fda9Lqzsd6qQE7mBzUHbmrYMhNaNDP7bspFFXj2MFBLl1fJuR3MZwMkK7UmL6nr9Vrd9Y4emSIbN48z7Jlc2705ZZXrWLa694P/HXvWEBgs1HjXrefi1PazTWmaBKq6kIWJbxymFTd7BE05CwnxqOIiNgkiZrlGVNGo9AucCowiabpXsVy3YGimUM5XimAZPOjoeGUbHwhtUY/9PtmLsWEL0JL66CqKk7JSrppTNRcq8zJ4F5u5LJomkrcHuD5axnTOZbrBVPobk8kwOUNQ8msFUqcHE1wMaUrkYjTxe1FM+x6JV/AbpFpdGufpgajnN8wlM5ascTpwSQX1/S/DdgdzCxvm87xi599htcf2NOz1H7tr543Eckupwuc2jfIrcVNJEFgOOxn7rk10zOtVBtEIx4EUUT6Eizbt6+ucvyhMWpNvROvtdnfxARyuSpvfMNBBgbcyLLE6VNjyH1hEItF4tvfe4b//eQNPY8VtDGzYs5L2FwWEkEvbUXB+ne0pb7f4C8SNLfgdnnszN7Z6LW7mHx4ght9oUXfoI+Ld7uhwntw/N0Jrtr14wlXiFt3Mr3OxAVfB1tGptnu4LFbmelrKfLEi7O88eRe3njaCJ1+LcvBRIRf+Z53oagq85kcv/pFIz8poCuxWqtN3dqBls5jdz2V4cieKHfL+nNZrhR5OD7EnbK+BuOOAJ2IjaDdhd/u4H+88xtwWi3827c/pr9bWd8ux0MDvOXY3p5iApjfzGGzGL2O3nTMyFN+9rnb/MLvPkGrrXD84CD/9V++i4BXJ0f98e94He/5bQOQJQAOp416xTAw5D5yY1mWsAoCxyZizKxmSQwFSJUqpGY3CHgd7B2LcOG67l1l81WqtRZVzRxOVju7QQ87uTFfbnnVKqaD3kmi9jhbXeqfIcchns0YuYI7pVUSDj/ZVgGAmC3CrdKS7t2oMFteYdARYa3e3Ww1gVojyGzJ2ODf7jlKRbvaO97jGmWlerGXpwpYjpvuSdAEFkoaC11PzGdxYBMtNFUj/jzh9ZNtGx5TyLZ312/LVUXWMiIgYvNYUWmaNnNZlug4VTRV9/SaXwLaLYh6jyABAb/LRn5Try26L822woDT0WMPb+9qjQnI4ArJaBq4LBZyGXNYrNHs8M3/+aOUak00VWNqLLbrFG84OcHv/MS3A7CymuWHz3+klx8CcDptLPZ5GQcOxCkUjEXmclq5vZnuAj3gcGxHHylR4Hu/52FGR740EklVNT7++OUeEzuLMHE4zL0t3YCRRZG11TzZvK6s0lqFs0eSzN3QFXI44mGmr5XG7dkUkw9NMHdOt5D3HB4ydaK9dW6eyYfGaTY7iLLIbM4cihSvwENTE2iKhr1mZQHDOFqrFDkZCrGVKYMCHo/DVAfleZm6kX615M2T+uZfa7X52ItXKdYbDPp93E6laXbZs6WqORwXJIDVKzFb3uRsJM5a8yaj7gBRcYRPPZcDatwjz5vHx3FadZSkIAg9pXRfHju8h8emxnhhZgVJEPiZ73oTx8eT/PEXrzASCfCeh3Svu1Rt8LO/8dne9xZWMz2lBDr4pV9EUSAY8ZLb1gE0+44MkVpMc/jEMIVCHVFVufGMzm7i8juYtxlhwXypTmtHrqrRbGNxirT7lJGo6t2cK2197X7HQ0d427FXlsHyqlVMoiDyMwd/loZap622+a+3/9g0rgEuxlGFNpIg4JLqKDsIQ/1yAFUM6XQ5kp0vpMx5mTs5gVOxCIqmIAgCirpsAk+UW9cJWfeT6Sq/pP0Q57YNr6PYrnMiMMaVvJ4zsokSiGbi07KSNbVd3+ca5Ym+vj4L5SwnRoe4umR4K367nY1yufdDc526Kew2FPByeXujV8c0m2tyZiLJtXuG0j0QC5saCcqZInZZ6qHTgk4n14sbvY63pVaTR8aHTeHAqUCYq32NyuY3snidth7Tw2g0wLc/dqQ3PjwU5Lu+8wE+9ofP9/6m7IC8bm2VcDgs1LseyOhkjAt9dUU3N9OcmkpybyaFLEu86Y2H/k6lBPDijSVDKXWfl7WkcmIsiSjoIcwLl/reuyBQdgkcOBhHVTScLhvp7bLpnLLXgdXnpNXs9EhZ74skCayvZil0PawDr5vg8oLx3P0hFy9c1xWdKAjsGw8y1+2OPOULc++aca/hgBtRqKJqGsOxAKcOmtsnfL2I02rhcz/+Q8iiyI21FD/w0b/ojdllC4eVGC6PBcEOX1zQFXnA7iUd0qnBcu08Za2GQx6k3p2vTy0ukq5WCbtcX/KaNovMh/75e8gUqxSqdSYS+hz6V+951PQ56w4QQqNpVhwz11c4Oplk5t4WFqtMdMDN7Owm4ydGCbhtXOkqoUKmzMETI9zpM2LqhToWWdqxBsyKOBLyEEv4uLOwSaPV4fCeOLN3NnEIAkf2xXn0sX187xtO8EqTV61iArBJNmySHkZ6z+DruXX7o72xIfuYSdGcCpstbZto4cJam5WSbtEOe7y7zj/utVLq6GEZSZBxS+bHbRFt7HevM6yUEQWZrdpuz0VDY8gZRBJEBmxWNlt3TOOFVoFJ7z4aiqJ3kS04ATM8XLMrnNofBTTsgoXn+ih3ANbKJV53YIT6/X5GmsDSjqZ2GaXGiUk9di8icu2OGT6eqdZ4bO8oNUVXCBa7xFM7QBh32mkd2dSlOJvb0fahXG/y4OERKkobDY3HDuzBsiM09tij+3n+wrx+DhHWl82KOp+vMnI6SabRQFFUmq7dcPq3vucYv/6679v19y8lR/YliAy42e7zPNwhJxf66lcmR8PcXTJ+i7eqMdP3fA5NJrndBTRYrTKrN9Z6TAQz11c5cHSoh87bd3SY6b5WHbPPzXPg4VFq9RYWi8xM0TA6VE3DUoWHBgZB1XCpEv2B4aWNLMOxAXKlGq12h2K1gd9tRnl+vcj9cPCZsSEe3TtKplLD77Lx3MqqPtm24MSEkQfKN1o8Yh3hXkP3XNtCg3eddPLkrQrZisrReIw3f+T3eWx0lO8+eoQHh790C4iQz0XI96WVF+hIvVjIy2amhCQK/Ivvfqw39rd/cYkP/+yn6HQUXB474aiPhbktEATm59NM7SBX7bR37w9up5VGlzfP7bShqCpHDyaZXdhmOBFgNVsgNbOGy2HlocNjnL9srMnp6XX+2bc9/H95si+PvKoVU788FJziiG+chtpGVVWmM2b45aX0Ng/EYmRaeTpam4g4wfWSkc9YKZc4lUgyXdA3oCGXD9nyYi+RqmgdPJZxakqh952kc5i12u3eeNg+jSREet7PgNXNbHGDWre2aqkKj0RHWKgZCnOvZ5wXM8Zx0maus5EFkWyzxkrFuO5UMsmtPgTX/kiQL24ayLBRT8DUKhrA57LxQsbY9h4cGebKohGiirhdvLi8SrObtwo4HbicFqqKEd8+YAtxqY9i6IE9Sa718daFfS5eXFml1bUAZ1Jp3nnyAImAofQ/8sfPM9cHdjh6MMl0X3X8wcNJLm4YSqLRauN3OyhUdA9kOBbgGx+Z5O8rbqeNn/wnb+X9v/hJZEnE63UwvWXOlaXbNcZHQkiiiEuUmHvcjBTc3CzqRLIaWCWRG0/cMo0LokA0GaDd6mB+6nqdVblQI9UN7UyeHOKFRp8H5bBztcuObpFEBiN+1roFyQfHYtxa0JVcqdrgF37/c/y3H3sXgmC2qr+e5MbGJs+trdBRVSItlw6Z747l83UsskhbVREFyBcHiNmO0pY2ORrUWKs/ycNnRKLSJL/zOX1uf2ZujpVikU997/f8nddstjrYusSn5+dWeGFmme99/QlCXheiKPDn//OH+NwLs4QH3JyaNBTcRz74OJ1uhKFabhDckfsRdjTOFC0S3oCLUr6KIIlMnh1neTbLqdPDFDSFcrXZY7r3uGzMrm/3yjeq9dYu8laAfOmVlVu6L68ppq48vnmeG120m6ZBwDpBpmkkuQcsHi4sC1TaOrmhNejAVMEIyIqDuBxBFgVOh9pUBPNEKLQLHPYMIwgiaDJ3KmbvR2GTN8dOsNXQJ6SI0Avj3ZdcQ2TCNQyChoDE1ZwZlLDeXuPhxBSbtSqaBjG7j3NbZpBG1Von5HEgaHqhS1Uw536WynnOJoaYzerKa8Tr50p6wxQlmOmkiXhcPSLYmN/DVsp4XvlanVPRJPfqWQQNAlYHNxbM93opvcHkcJhaQwcm+AMONtaMc9TbHT7w10/z3lOHURSdnfvZczvaiNxZ48jDY3qOSxTI1s31IZV6iwcmR3ogjTOTw6Zk8t9HHjo2xrk/fD+iKNBodfj2D/4RS9vGuw+4Hb36ITSNR6YS3L1pKO3kYICbffVKR0+Pcfui8V7LhXqPVTyXLnPw9Ch3ZvVnNX50kFtbhpc0e22d/UdCFFtNbLKFxQ1jrK2oON1WTjsSukdpNXub52+t8LZf+giFRpOk38snfvg7sVm+frYAVdP4iU893gtBb1eqPDw2zGqhyFa5gj0sYO1oHPFFsYgSz28b62LMq78vFZWUcpM9oYdYyOhGVa1lrGNFVfmLa7d43cQYYbeL3/3UC/yvv73Ct77xKIGIm//5l0+jqBoff/oqf/uzP0zA7UCWJd7+6KFd92t3WCnlDcUg9xE6O1xWJJvM2OFBFm6ucejUGPN3t1BVjUMPTNBstntUVuXP3GbvOw5xL2uEjMvVJrJTMrFPtBWzxyUKwiuW7PfrZ1b+I2SznuV35j/VOxYEiLjg7v00jAYDYpC1trGxVtrmzfxQIMqLfQpguybytn0OGqoBVU7ammSaRu3FoOM4a3UDku63DPPx1ZVe04SD3t2cdmGHxN2qvqkJCETtcVZqxibplOysNjcoaPqEj34JCvuAzcGC1LW6NdhvMTNUoEGt2abU7UtUsbV3eVAum4Vso9Yr2JuQd6PRhBaUl3VFodlUXDYrxT7F4XXYmWvnqXfBHSdtu8NMhUKN/+fD/xvQKf7HRwJsLhu/d3AizPPrhhI4PBbTG0p1xWqRmF3dJt8lO729sMlbzuxnJP4Pq3C/T1Nkt8r8/7/zrXz/r/5JXy1Jn8YWBG6768TDHlRFxWKVWVkyhyxnUzmmTo6CoG9G116YN40r1RZ79kbptBUcTnNyvKOoiEWF4pY+OQ9PDXKpYvx+jyr3Wqw7HBbCURfpgq7sJ8bDPF/QPzuzmeZDT57j337DY3y9iCgIHIiGWO427jw9nOT5RX1NntgX43xjCYAr2XXORPrzbQKisgfQw8IWwcqJPTILmRYuqxW7W+ZHH/8U//ToaX7tC+d5dn4JqyTxzqEJvvAFfT1/7DMXGdoX6nH3NdsKtWaLwP8hdHro+AjbG/q9Tp0cZXUhzZGjQxTLDRqNNtcu6vc79bqD3D5vzJHb11bw+M0tz4UvQS/kclhpdUslRMAtyBzbn2RmaRurReLnfvwbOX1k5P/2WF8W+YeZjl+nstXM0djRkbWuVDngjTHpj3NqYJQbWbO1f6+U5eHoKGfCQ5wOD1Ftm79fbKnY1RNErGOErcMc8hyg3pkxfUbUMthEBxbBiixYuJKN02/T3Cmts8dtKI1Jf4i71f7aKo3IDlRPwjZEoW1YYbdKqxwcMCjs3RYbi/k+T08ARTRbUidCCW5tG5vpYj7PqbA5RDjQcfaUEsDsdhqvzbC+hvw+rvW1dy43W4yHzcpgNBQwtdq4vLbBeNT4zNCAjxuzxqarqCpqzNZTkBrQ9psV783FTab2Jgj6XUQGPByZSPSUEv8fe+8dJkdanX3/qro65zCpJwdpRtIoj6SVNrGRJZsMSzQmGOP0AraxjV+/GBtsjI1t7A9jYxsbDLYJBhZYWHZhs+JoRtKMZkaanFP3dPd07q6q749udXVNi43SrnaZW5eua6r66eqq7qrnPOec+9yHgn7ZX/3nz3g22NMS5FsffQff/Ojb+d7vvQtJ1IfGsopMMpEhHE6wtBilYUNxZWOth4HeSQZOTdJ/dKxgpMpgsJkYv7jE9OQqA0fH2dGusRVbmwNMLmm/38jIAs1eN16rhXqXg+kx7XdLpXI0OJzs7WpgT1c92Q2pkEdGJ5/V93At4sMvuYE/ffntfO6XXs7FFc2bPDe+jNOo3Z+LiXXanIV7zWu20j/vwaEcJGAKYjLUsGw5wetvC+HzWTm3usS94xf5f4/8lEfGJgHIyjKL63pSi6HsPigPIf48/N5fvpm//Z9f4/Bt2xnonSS6lmDgxDhup4WlosGCYgHtBlg3PPdGVcRY9LgEVHqaavGGFQ421FHttrHN76e/d4qB09OY0jJ/9uFXXbNGCTY9JgB2uTtoswcZTxTZToiEU1Ym45ox6vY1MhDWcgs9VQ08tjRZ2j5Y3chUXJswLAaJB2YVltKFlc1LG0xs37BIdxqdJOXC6lZAJC3rGTugss27TtAZRxRE3AbojehHrOdi7HS7EYRC24zBcJiNCLpsmA1mBASckpmHNigyjMfCHPa3kJVlBCCfrVx9pdMyPf6CcZIEkb5hfVuM9UyWG1uaiWczqGpBkmV+SU91nlgN0x2sQVELqgxza/rXEeDOvVu5rasdgyhyYXqFj3/5R7ohsUwGYZuDrCyTz8uIUuXaKpHLsVwstrS7zOWqMQDs3lLpiT5dbKnTmHx/dvddvPGv/rMUKtln8jGSnCy9PjG5isdjK9DYBTCk9HUlFwZn6drThKqqSCaDjvwgANmFODva65BlGavbAqvab5zNyTgSEJqMEwV2dtVzrpzcIgmcKqqhezwWXF4zsaJ47+v3aYXELxa0+r20+gsLsfNLy/zz0VNAgSVaq9hRPQphOUEmrzAVW6PLU0U4k+bM6gpnVuGt3Y0syoVWJyu5BZaTWn8kVdWbGrEsV1ftdlCtWli1WcgoCn/2jrto8Fcq8G/E1u6GJx2TSevvl9oGLzX1XjLpXKGL8o1bOHtmBq/LQsP2OvJrGQaLTNHlpRjdexrpK9O6TCZzyJchUlxL2DRMFOoU3t7UzWAkQk4RmEo08YNZPevMZJKpsznJKTJWycj5sF7WZywawiiI5IrEhd2BWnrXNFLCj2czHKzuIF4UcDUJDiJZrZBSReGuugT/cFH7SW6prWY2rfUDiufieIxVRHLaSs0u2ZhIaMfZ7tnGI0tanqba7OLo/ALp8pbnbj8TxXbPAAc8TRyf1I6xxVfZjyWt5HRSRofaGjg9phmnFp+XR8e067VKEn67jVBC895aAz5OT5eF3eprWFrXzjXocfHeGw+U8h4dNX7u673Aw+c0MkGt18nZCe23iWTSmCQtlr69uYbzU9p5js6F2NdVX2r+53VaecudV5Ye217r5+693QyPFXIAbNDHSyYyVO8KEjYp5HIyZrc+vGN3WBi+sIgiFya+HQdbGCjLSbkCDvqKtVAqsGNfPYPFgueWOh+To6slwzs6uUx1wEkylcVhN3N+WSO5RCJp9rY0kq0qSABv31DT9WJDJJXGZTHTEfAxFY7QX1Tn2Nddy7F44V6diK1dto7vEiRRW/i4JQvtAR9jq2F6quuYfHyBfS11KCJMTYbom5/GaDTwmd99NdfvfOqCuRtrmarr3JhHFsmkczgcZuyodHRUo4gCklliemyFxdk1JMnA/lu7OF4syF6PpBh6fBLDhhzqpftK991EK0VdryVsGiYgK68TSvw9bnEFRJDsPYC+k6TTIjGaKkwWdqOTbGKDRpogELDaUSm0mljJbOgYiEAy30y1xYiAiFm0M508oT8PZYBXN92CrAooikpcmdS9LpNnq6ua9awfFbAaLPRF9OHB2fQIuzw7SMuFziqibGVc1lbgKuCxmWhTfaiomAQD5+f0OZCL4RCH6htKAqx1TgdHF/QKFcOxFVqrvCiKiiCARdDfSql8nu21NfjtVhAEbCYjfdN6L+vc3BKH2xpJZgvkhzfs69Yl4wVB4FdfeZhYsfWHQRTpHdCfx+LaOke6m1nPZgtNENG3jgDIqgo1bV7ysoLXYa14cJ8tQpEE37vvbEls1m+3YrOZSBZzdK3tVQyXtWw/G4lSV+dmZaHgMda3VRMqM0QXzszQ0VlLPqdgMhsYnimTzgKSSwn2tAWRZRm7ycQc2uupdI4qv5Pl1XXiiQwdu4KcXdA8/YSa40zRqP3Jd3/KNz50N1ZT5Xf2QsepmTm+0V9QcT89u1BsAliYjMu9Z4MgYhAUZFXFbJBIZ524zG5ScpJGWyOW7nmiy53k182cGCwYgJsamhi8dxIBODc0z66uIPGiFFQuJ1e0Ki+HqqqEokkCHi2u+pp3HCESjnPm+Djv+fBLed27b+AD0RTf/PKj/PS/jzFepp3oqfeSLt5X+bxMJpmr+Ay7w0yszPDkN0gYtTYH6N4W3Pi2awqbhgnoX/0cKVmbONyGU2xzv52haCE01+YI0B+eLN3Ra7l19lV3cGJJm2iDNidnyxhy+6qCTJex9vb4jMD9LKcL4TqjYMMk2skqmsdgNe5kIa55SK227cTiWrhLEiSW04ssZwrHtRscmEUTmbL8WL21lvsmlrl0sj3+yvoqs2hkPF5YPYoINNkCJKLa5xhFkdlYlLliDF0yVNKLa+1ORlY0OZzrahpAn4ZDUFQuLBfi/AZBoN7jYrasJYTfbqNver5UlKuoKq/du0PXD+l/Tw/qlNB7uoKcKQsjNlS5eWRqqkSLdZvNuOwWYkX1ZkGAUDbFTFHMdX4txhd/dIzfevUNFdf0TPE/9/XpmhWGEimOHGxETuZRBTCYJQhHSq+n8zLVexoQrSaymTzqRkOpwuJ8hPh64Rq2Xd9O/1AZrd7vpK9Mtqiro5bh0aIH1ehjcqZMn3E8TKDKSlZV8bqsDCxq3uT4Spj/OXGOd91w7RVYPls0etx4rBYiqTQiYCmSc2wmCWNeotnqZV1JU513k8zlqK21ElbifG9yCatUyxu7VMYTF0AEV1WWn/VpIbdUNqczbgL652NjEW1pfzbHZ/7jp/zwsfPccaiTD73xBmr9Ljp3NvCpL72HSCiOpyhZ5fLYuOn27Xzj7+7THcNi0S8i1A2kB7fbSnNzgIGBWRRFpbklwHwySbDJi89poybg4qO/+VJsG7y0aw2b5AcgmdfXpQgC/HrHAH+zd5DP7bnArTVrqMIGd9iQ42B1I4eqG7m5rlVnlAD6VxfoCQTp9lWz3RvgVS0TKGg3bE5NEjB3YDG4MYkO3MYWjq/pPYqlzDQmUUvYNtu2lIwSQEKO0+nU2EUiIpNhG+VrwjPhGaotmj5bs8PLyUVtUlNQcW4gEOytqysZJYCx8Br7a7UVlkChT1H5A3kmtITPoUnetPm8urCdrKo4NqgXN/ncJaMEcHZ2kW/0ao0TJ1fW+J+jZ3XvGVpZpb7aTZXPQV2VC6fXQvmjGc1kaGv3s6O9lu6OOg7tbC4ZpUv46oOnSWYqV5rPFEd2t7KxNGg+m+boyhLHlpc4u7KCx6WF7+w2ExeOT7IwFyG0Gmfo7AzBRi0BubW7oWSUAC6emKStOUBdrZuWJj8TZTVoAJFYkt3bG+juClLl02s8rsfTmCWJWCLN5MIaW6v0KhcH2p48x/FCRI3TwRff9Bqua26k0ethLrrOoeZGvF4bj03OMD+TpC7r5eJimLm1dbJJhYl4waCn8gpZpfz+2JBzLfutbRYjZrNU8oD2bG/gE3/3A/7+Px4ktoG08Of//gDff3QQRVX58bFhjp6b1L3u2aCjaLkMldvp1th4To+NPLBrZyM2u5mWZj+GnMzAyQl8DgsHrmtjPB4jFEsyuxjh7MV53vT6A9e8UYJNjwmATs9bWUodL21XW7pI5jRRyJ2uCAL7uNT71IDI8nqeyaL4o1E04DNbCWc097nbV81gfKI0YeVVT8XnimoCo1o0aKoLZcPKSxQELIIRg2hAFISSvE858rKCnNqCKBSUJIZjevJDTlVod/rxGe0F3TuzjXFVP1GPJ1bZ1VDDJZJdOF1ZdCfkYK+jDlVVMRslToX0RjSVz9FTW0c0kkJVC+Gs8lofgOVYnBa/h5ysoKhqSb+uHD88O8JffP8h8opCld2GQRQorzs0SQbmlQRpJQ8K9FgrxXZTglxaKEhrIvV+F3MhzVN72f6uim6xzwa7O+t5y137+fq9hV5bW5qrGJnXjMd6Oktbay11CRmDQcRlkOgf0jrZ5vMKgTo3lmoH2byMwaY/t1xOJpXOsVAkk+za1Uj/sLa4qK1y0T+obXe21zBSzKe0t1VxrthyXQDW5xL43TaMksi2umq2BzeUCryI0OzzcmxKC5EuJ+JMFyMQiqqSv4yYaQEqqNrkXe+o5kinn6MjIbbVVDO2EKblSB3WsEo0lOTEmSkkg0jPziZOFVtffP2eXnZ11XPTQU3LMr1hMZTJXt6zuoRArYs73nCAn36nF5PZSGNHNRf6puja14xolpgLxRkaKeRbLVYj8+MrpWsKr6xTl/CR35Bfil2mYeC1iE3DBNTaDrPN8y4ySgxZyRDPPKh7PStP8+bGI/x0xUJOztNgCvJYmZJ2TpHpcAc4sVysH5GMrAsh3Sr6nlkbd9YZUIuE8BpLJ9Fsf+l1RRljq+N2LsQnS/t8xjpGs1ri3yJGERBQi0RUq8HKw7MKy6lL3s06PYFGTpUpNGx31/Lo3DSXlnkWg4TPbCOc0YzPdmeQk3NlGnaBalTUkkdkFEWWQwldW+8DrUGOl+n6dfr8HB+eLr3nUuhurix01xLQe1HNPn1bi4DDxtmphVLR7kIsXmjxPq59TmuNl1Nlx+ibmaepysP0SqTwepW31M4dIK8oWOxGDGsCJsmA2WjkA3cd4kqjs6kKh2gkncmRiGYwGQ268J4kipwvKjSYjQZq6twsL2gLhKVEitmi4ZkSoKW1iumiOG37jiBDC9qC4/z5OVoa/cQSKcxGiflF/UJjPZGhe28jeVXF7DDBiLZAiMTS/PAP3/uEMjovFkSL5IdLLMTy59FoEEvlDSaDiE0xs9fWxGB6jiMNHh5amqHHv58aW5wL8RFou8ArqnZz34+XUVU4l1ziiC/I4nDh/s7Liu73BnTCqQDGMgapUTI8aS2dxWbmw595M2/7rTv4xPv/jQvFPORw7yTdR7YQLivOTadymC1GnbG9nIr4zwszXmvYNEyAIIjsCvx6abt36TdZSv60tG0QnDy8rDCfLJABgj9nsV1tt2EURKqsDsYy47oHYSqRJ5S7DaOYxiAIiOp0xfvrjWEUR1ehkZ5g4mx0kPK4QSi3zE73XhL5woOWTLtZTumJC2PRVXZ4alFRUVUIxTO6Y6TlPLv9daylC+3I7ZKJ3lm99zOwusx1jY2sJQurqxqjg2NjetLBhflVdlRVowoqggpqQtGF9mRVJeCw4XfYEAQwGyROlDH/AKbCEW7qaCFVXEmaJYnHIhuEcJdW2N8cRFULq9zJslwNgKyo1HldGBCQFRWfw8bEit5Ty+Rk1KxKJpsnQ56Z5Qj1T4HK+1ShKCpf+d+TpZ5OS8sxdu5q4HSRpm0xS0wOasYyk5ORar3UWSRMFhNun43esnotRQWTz0pXVQt5WcHmtECZYcrnFSRVILJcyE/u2t3IclnVv7/GyfEyVunWhiouzBbuk5t3t/1CGCUoUMd/+P538qn7HmJlPcHMWpRDVQ0sZdcxGAycXlhgfzBIOJXi+Ezht7ptfw1n1wvCqcdW59gX0CZ/2ZBAVW2X/SxAJ/VktRg5P7PMoVQLDquZb/QNcH98hu2HGkjMJvnEr9zF9rZKNf3LoabeR35DTyZVrTQ6VptJRy2XvBZazAEmp1YxiAK/+s6bufFQR8X7rkVsGqbLoNX9bp1hGorfznRSuxHGknNYJSOpfOEmqLE6GFibL4SXgIXUOvtqGrhQRuM+GGjgkZAWvlGqgtQZtW0Bkam0xHiqwLIryAk1sJjWJjSfKcBjK1MlSnrtZeRk2twBess8pr2eJmbj+kLAdFrhwnJhorMYJHwWa6nBH4DDaOJCeJW1dCFGLroryQ9NXg+Ds1pu7mBDZW2QYBDom9MUJrpqAlxY0kJcHpuFvqFZUsVVnNdhwW42kSgL8W2rqdIpku9qq2W1rHeMz26lf3yu5GVNhyJ0N9YwMKMl+T2imXLT+8mv3c83/vAd2CxXJtY+MbPK5KxeeX5mMsTWgI9sTkZQIbFBWFeyGRmbCcF6EkM4RkODj9lZzfiIBpGBMop4+9aaUrPChqCX8TI1iYGBWZqbfISjSWw2EzMJ/Wdl83l2d9UjKwqtTZWlAC9mVDsdWI3GkhL+0nqcnrZ6ji0Vns0LoVXWy+43ZWM+qQyqIJQiCZIoYLQbqal1sbQYY8f2IIOxVXbuaSAeThETZb58/yn+99gAN71kC18/U8idHk3O8dGX3/CUjdIlbKSUGy1mHfNz594mwqE4dUEvUxMrBK4Lcv/6IqgqXXuq+e1X38jhfU+dwv58Y9MwXQYm0Y/DuAUBEUEw8fVBPUckLmc4XNtCoriKEQSVE6v6yT+bk9juLhSTSqLIzIaW6Q+srPOrzZ1k5FkUVcZi3M34uja5CQLYDPqbMSf7yKmaMVjMTbPbt4MzxZoqj8nKhaieyDGTCumaAnZ76jizqBm7tJyn21+jM0w7/NWcKAvtDUdXOdAYpH+mmLcRRSIbNOn6FxapdjlYjhUmxbYqH6dnFzRnTYCUktO11+jw+Ohf1kzGWjzNno4gQ8srSKKI02Lm/KSeVHJmfJEDXQ2sZzKIooDLZOLERb0nFk2mOVhfj0AhT9dXZtgA5kMxPv7VHxFaT5LOybzphl28/shOninam6u47UgnDzw+UtrXUu+nf0g7r+7WWoYHtPMol5CRZQVFVnA6LZjNEi6XheERzeMRALIyu7sbkBUVq8XI7LzmFSqyitJoZsIfA/Ic8dUzH9XuR6/bxsmpwmefnV3khu2t7GrVury+2BHa0ARPLvM2yr18FZByVlS18PxtdzdiQiUvDGKS6zg27aFmn4nqmI3cUo7Hh6YwiAKHb2jl0eFJEASOz82zv7WeoeI9F42nGV3WL1qy8hMXt64sRTEYRHyBQv70sZ8OITgstG2vZ2Jkge3Xb+X06SmsNhO7djWSTOc411eIwMwRZttNbTy4Xly4CALD4TCB2kp27rWMTcO0AaqqMBD6Y+I5zZC8u62Nv7+oxe86nNU8tDBeIkPs8lXWBLgtcCFZbHUgStTYLMTympttM1hYyCQpMH4EjIIT0N/AiipjM9gQBRGDILGU1HdOBWjwKEhmC4Ig4BA8PDinLwwOZRLs8raQyOYRAIdYyfSZXo/QXV3NJUG82Wi0YoxgEdhWUwVqIUdydl5fYJyVZRobPZjdRhRVxWe3wZqeiBFNZwg4baRzMoqioOQqV6eiIpCJ5cgAOSmPz2FlMat5ABajgbGVEOFEIczYGvAW5F/Kcry1dgd9Zarl+zrqOV2mat5a5+OBs5r22Gf/9yEOdzUT9D3zh/fDv3IrMwtrKIqKURIZ3dCtd2B8gYN7mkmnsuTyMtGQ/rdMprIkkxnW19OsrsYrWsY73Tb6BzRDt7W9hgtFgkNVlZP+pFYicDIyT0edl3A0icNqKmnHQSEc+tlvP0hHIEAknuKGnS28rqzn1YsRn3/TK/n7h47x+PgUZkkin1MIWK0kcjna3D4EBJZS69S6ndw3OM+WwFY62qA3WuhQ6zM2cHHcTE5JAAl8RgvjxdCqrKgk5TwVtMwybKSTJ2MZ8rJyWTHhU4+P8hd/+C3SqSyvfMMBREngm//+eOn1Pbdsp78oAJxKZhnsnUKWBP3n5ysLatdTmYp91zI2DdMGLCR+TDh9Srevw36CLc4bSOYhJYusp5SSUQI4G56n2eEtSRLt8FYzkhwt3StZJU+1qZlYmVbejX4blBVG5vO92A3NJOTCJGxAIpZPk5S11V6nu5aVFW1CqzFXcXptsrQCVNVlujxtDEe0MM8+bxNHpzSvJGCxYTFIOvmjeqeLvmXNoO0LBJmPa8bAKklML0YJrWvn0tNYz6kZbbLfWh3g2MxsyUOaWovQXuXV5Xs6/D5OT2rnMrEe1YXuHBYTFxe07ySbl/HabSxGtHPZ0Vqrq2uaWF3jQFs9vcV8jtduZeii3ss6N7FAZ32ATF7GaBAxbagFSWZyfOm+E/zft9zOM0UylWNsaqUk4rlnW4POY+poDHC6X8uftTcHWF1dLxnUpkY/Z89pIdhINInVakKRFewOM+PTeop4LJ5id3dDoYjaZ2Iwqb03p6jYnCZmp8Mko2l27mpguUxhw6ga+O6jheLTxwcm2dlWx5aGF68KhFmSeGvPLv7psZOlfXaTicYqN2eKTSR31dfQu1C4Ny+uruGt0XJJyXyWnFJ2zzxJ2xCr1YjBICDLKi1BH6lIhr3BOgaXljloqeae/+84Z793kd/81ds4sK+19L6F2TAf//WvlqSPvv2fR6mq1edC8xvqlhRFxWg2kivLQakbSA8Bl42A64WVV9w0TBvgNm+n5DoUYTfW8P7WbwAgIPH54TdXvs9opt7mRhJFapwiG5qWspyO02TuRBDAKAiY+bbudZU0u1xB4kWDoeCgL3JeN2Y6OcJ2516ySkFrLqOIyKrGehMEcFozdKkFCrAoCAws6L2W1XSS6+uaWUkkUFUVr8XKyUV9qOv0yjwH6hqIpjMgQI3JzvEL+nDZyPIKO2qrSzp0WRRdfYcKmK1G9jTUIQoCkijSO6E/xlo6xU3tzWSKRcc2s5FHhib1nzO/wt6OIJmcjKKql9ETLHgBHpOFXF7GoAioBgOZMoaU2SQxsxot1S7taq8MY921r7Ni39PB1753smSUAAYuzNMU9BKJpbCajVjQq6+PTa1y3aF2UukcqqqWlAMuYW0tgc9nZ3U1Tjqcp3NHkNgFzeBWB1ycKXpQKrD75Q2cWS56UA47F89rHu35wTlaWrxE02kcFhMTZfmwXF7m3+49yafe9/Jndf3XOnqn9fe4isrFMs3BJ+pRZRJM2mJOBW/eTEuNl8mlNTobqphZibB/SwMzy2v4XHYePT9Jtc9Be9DP8bEZ8msKzMD1jfUMPVBQjJieDfOj+wd0hgkq9fhMG1qXbFSGDVS7qKp3c/58wag2tgZYiCc40FLLgpIkGHDz5+98Gf5Nw/TCht3YTI3tVpaSDwBgFN3EyyjbKnnes2WR3zulSRb1BBo4tapNusm8FaPNQE4tmxwFE/1r2qq20XYjLlEjWJhEL5PJIbJKIXdjEb1IgkReLfNsLG38ZGGWSxZgj0d/UwM4JCtnUoWHUFWhwdHISFgfIlxJxbkQK+zzZazYJCPJsjCjx2JhZDFU8mTM/sqWFs0+L2dXtMnvwGXIDzZR0tHDd9fXcm5Gm1ytRonzU0tEiioNkigS9LqYX9OM7e7WOp2XVetx6LTxTAYDM0sRosnCMZLZHHubg6WGaQBb66t0obwzYwtsb63m/EwhVNbT0cDBrc+u7fjUnH4BkJcVDArE15LEgbrODcWTZolzQ3Mkisnrulo3klEkXwxvdnbWMVQkPwjAwkwYt8tKNJbCbJZYKctpCkDyZJj9Lyn8BlbBwJnzmpcpyypWm5HxtTVCqRQHG+rpL2tpf9OuF05S/Oni671n+I9T/YythtnfHGR4YZkGrxuP08ZifJ2JYpjTZTTjs1oJp1Lsqq0hmcpR56gBGVambbhkhV0+N+KEwqmJwnN8ZHszj58veMEr0YQuZLwciVNf7dZ5OOULFyjUp5XDtKFFjcNloarWzcJsIURc3+hjbX6NXXuamJxcpa7ew9yFRUZmQjS2VVG1pZrj0wvkUyqL4QQI8PWv3I3rBdi1eNMwXQY7/H9Io/MNKGqaSGaQ8eiXdK+7pFNcX/deZFVAVWEwtKGjaTrFHTVthHIRFBSqzC56w5O6MY+tSLy0zoRAthAZENvJKlpLi7SyRqdjH4PrhVyIUTAyENHrZA9Gp/GbnISyhUkqaPFxvIxMIAhgsmYvtZkBYH91Pb1l9UfhbIpD1Y2cWCgTcXUEOL2qhfbOh1bYG6wt5ZUkUdQVEwP0zc0TdDmZL9Y6NXs89E3paehz6zEskqGk9rArUEPvRe1c8oqC02rCL9swGERMkoHJkH7CX4zEuW1XB1LxdQMC3z2q9yzPTC9wcGsDuXyhkDeS0J+rQCGU43RayORzrOd+fsz/qeJ33n877/roV8gW23h0NFcxPqoZ7rPDs3R11HChuG9rRy1ny4piFxajHNzTQi6VBVFA2LByXo+ladsZJKrmSCgqWwKOUsEtgL/Tx+NlodUDO2u5cK6wCPD77Jyf1+7R/qUFWoM+0pk8boeFl+xtf8bXfa3jn4+eYjZaWOj0zs6zv6Wek7NzEAlhEARuaGkimk7zyMQUNpPEze3N/HR5DBIgrEC17GK1WCbiVk2sTmjfeXKD6vdGr2ujEyZuSKl2bdV77v5qF3/+j+/iy//wAOlUlkg8Td+ZaWoavTTVeTh3dIxcNs/CdAhvwMGF01Ol2WB+fAV3o0dfUKtCOp3HpV8TvSBwVQzT5OQkn/zkJ/npT3/K4uIiwWCQt7/97fzhH/4hJtO1L4dhkaqxSIVwmN9ykKnY15BVLb8yl7mR3rJ6my5PI/2r2iRkNhiYSoVYShduYrNYuWKxSyZCOQuCYEYUJLxipUSOIAi4pCpEQcRmcHAurKcB51SZFnsVfrMNBAErHs6r+jqguewqPdUtZJVCVky+jJLyYnKdvU6NwDFR1u/nEoxWA9uaqlBVsEgSfRvU1/OqSpPHjdkgoagqtQ4Hs0sR3ZhEJkvAaCWWzRS6jF6GmWuyGlmKJQuv5WBnVTXhhJ4B+P6XHGRHQ8FjTaSzHBuaZqksD7WrqZZTI9qk31rr0xEknFYz5xaWSGYL3/nQ3ApffvAU773tYOUJPUU0BX28/Z3X8ej4FKoItpQAo2UDBAGb3YTdZiKZypK6TJvrcHidiWI/Ja/Hht1uIpEojKtv8DI0vVya7UYWQgT8DlZDcURRIOTO67gzo0qMvZ31oIJkl5id0urmsrJC3iUwuRSDWIx7Tg/xxutefASInCyzgXdAJKUtUmRVJSvLnFssGO1kNk9CzZbeo0KhM/JThEUyIFK4dX0OK0KuoDw/thjiiMXHwjfOs2d7kJjFwK/8ys3ccHhLxTH2Hmpjz8FW3vaav2FtrZAXXFqMUuOzkytTikglMhsvjY2qaQCJVAaoVEe51nFVDNPw8DCKovDFL36Rjo4OBgYGeN/73kcikeCzn/3s1fjIqwajwU2z801Mxr6CQh6ToYO/GdYz27JCGsq6/hyqq+JMTAv/DccW6HDWMFEmnLrTO4tcDBgrah5hwyxtMfg4H5srE2hd5XDVDh4vC591Ouvpi2gkC6Owgs/s0ak6dDuaeXhcMyLt7spqc69s49yMtqLe3xjkVEpbfVsMBsbX1lhNasc90FivU2Bo9/k4Nq0Zg6lIhO21AUYWtaT9zuoa+spCSGdnF6hxO1iKFgkfBoGFlD45t5xOYjZqOaOX7tpaMkoAdouJj7/+Vn7jX76H0SBiMRlZWdEfY2IxzHVbG0kksxhEEavdxCMTegP+tUf6+ZVbDzxhruGJoKgq35oaZrTIRHSYTASr7ESLZBWjJDI+sVoK3V0cX2bXjoaS19TU4GN8bKU02axFkuza1UhWVTFIAmarifGy8Fwqk6N9fy0rcyqxdJYGk6ZTCNDsctN3tBjSBXbvruNMMYza4HczuhgqTcCfuechDnU00RTwPKNrv1ZhNBj43nvfwZ/f/xBja2skclnMkoTLbCaWyVBltyGJ+jB1eY7HJkl4JDPRYj1fjcuJv9nMyNQyXY3V/OHdt/PQ2TG++kAvrVU+jp6doqHKTW3AycXpVfpG5lCBO6prGPzfAtnkwukpbnrZzssapUsQBKEirLfxrryUly1/j9lixO20EF1PI4oC737zEZqCT69T87WCq2KY7rrrLu66667SdltbGyMjI3zhC194wRkmgK3iOFutKUBgRXWS33CbRHNJ9gfdCBSooQuZ1Ypj1Fqs7PB6URGwGYyk5Qd0r69mJtni2EtOyaCiEs65ySj6ltt5dYEOR8GzUVSVaC6mCxfk1BxdHi+z65ZiWwwjxzfQlseiYQ7VNDAXL4Q36qxO+of1Y07PztNdW00sW1iVBV0ujs7olR9GQqt01QZQVRVREC+7WsuKCvtq60r1ROfH9Wy5rKzQUuulobrAPDKZJR6Z1BuMpfU4f/a6O2jwuDFJBlqrKh80t8dGuhpSgkJMzdCIi6Vy71JVWVlcZ3qx4Am6HBbcLnOB3FHEW67f/YyNEsBPL4wzWpZMj2ez2A/WElhwIZoMuAUTpx/S/57xRIbGei+pVA7UgkxNeYsCRRQ4d7Fg/G1WEwGPndVim3Sny0L/5EIphzHat0BDp4vZaAxREBDXtOMIwOL4Gj1d9SgUtA5nykoCyrsIv9jgMJs41NrIfw0MlPZV2e20222MhddYSUzT0xBkJZ0g4LMxnY7QU11PKJUkq8rMJiMcaKsnv6Zw8uIsqPCy6zv4ize9DLNRoiPox2Y08tn/ehCA2ZUo1V4H0Uvq9kA2ro+GyJdpg14OVVWxlGk5iqKAyWrCX+MitBTDajPR1FFDMp7GYjWxNL+Gv9nPqWPjmMwSPYdaeMc7bmDfzqYr8yU+D3jOckzRaBSf74mtdyaTIZPRJotYbGNPo+ceavo+yNx/aYsq4QS3B7Zw/6o2Ezc53JyPaaGSvd5mlsv6MTkkM4o4wFwxtCcJEi1WL2lFC5kFTE1MJvpK225jZWjFZazhxGpZV11PIytZfc1RNgvDRakak2jAZbKxUlY8K6iwkkgyV8wFiYqIKEB5XtZtsTAVihLPFlb3blNlKLLe5eJ8aKW0lDtUU6lSHTBa6S/rJbOvJagjMogCzISjzBXJDiqwraWaocUyRYmWBl67b8fPNRqqqvLZhx9FLSvkXbCkdFp1u5pqGRrRvrdYPM2Oujr6s0tYjEa8Ngt337jnssd/qnCYK0PURqOBE+lFSBdk/Pe1+Jma1OJtFrOkU3DYs6Oec0U9NKvFyPC09j0kU1kag178PgcmowGLx8wjI5oRz+YUunGRTWWIJTM46/Xn01jrKRXZAuxqquPsdMGT7mlreNF5S+UYWtbLdjnNJsbC2rN3anaeYKudY+HCMzyfiNHpDTCxVhhzPrpEdqpoTARICHld3zBx4725YZFW0ZlAhXQqW6HmAJCIpfi7P/wmqwOz7N7dyHIsjVE0cOrxMUSDwK7DHcxPLDNyVlsodh5s4fxw4f7OZvJcPD7Jvs/c/eRfzDWM56TtxejoKJ///Of5wAc+8ITjPv3pT+N2u0v/GxufHVPqSkBN/HPFvo+0zfO6JhOvajDz8voqBqN63buByCwNNh9uoxWbwcShgItsmaJ3Xs1jMpQnnAUU9KuqSPYsdRYtZOWUnBxdjujGrKbXEct+whZbHQ+XNaTLKjItXo/uPQdqGpiIag/lTDzK3jZ9Erbd5ysZJYCzC4vsqNZUqAUgKed08YVTy3M0urWaixqHncERfR7qwsIqHpsWctrTHCwZpUvHjUWT1HtcNPk8dFT7+cidN1YYpaX1ON/sH+Crp/r54uMnOD6tp6HPp+Ps3d7AttYatjZXXbYRnpyVMa4qyAsZwuMxJjew6p4urmtp5O79u0vbJoOBsTJatgIs16nUtHho2F5Fx4F6zl/Qfz9DY4ts2R6kqaMaf9CDtKFtvMksMTK+xLmRefp6p2is0r5vs1FicGaJWCIDKvTOzdNU6wVAMoikjPpV+lw4yr6WILua6mh9ERslgA8dOcRb9+xEFAS6qgIE3U7cFu0+lAwis3H9Ak8pC+mJGyIkGyndSkrzOC0mCUc4Ta2nwDjosjtYP7NA975mLFYjO/c38/gP+nnvrX/OT79zuuJcP/qmf+DhH5whsZ5m4NGLBBxmZopSVIqsMr8QYXVRv2AXNzQmzGbyT+qVXet4Wh7Txz72Mf7iL/7iCccMDQ3R1dVV2p6bm+Ouu+7ijW98I+973/ue8L2///u/z4c//OHSdiwWe96Nk2B5FWruTNkekeFsjDrbTwCwGLw8HtpBqowNE7A4WUmFyRfzRk6zmY2djNOKgdn0VkQMOCQjRmFE97ogQJddImhxISCSkuvoC+lXfovpCNus20gUC+qUtATo6zWGIgscagiWFnFrl2mpHJaT7K8Plj534wpTQKDF7eUDBw8gCgLpfJ6P3vcj3RhZVXnD3h0crm/EIIpMLYX5g6//WDcmmc3RWlXoJJv/OUlln83Gf/3G3bpmgRvx2Z89ynfPDZW2d9fXcGZJy7012V0cOz9VIjuYDCJ1fieLZUKn6bJEsqKqfPJf7uMrn3gbpsvoDz5VvKdnHxfGlkr6eBPpiO51xSIw4CkWuubgusMNjD1epubQUcu5Mg9ze1eQgbH5EuEhpOtKqmBKwdbGKsxGCafDzMMXJ7XXVRVv0MGCnCSezmC1m8rruWnyu0ve69npBa7b2sxLd219xtd+LcNuMvHJl97OSHiF3vkFWCuURBxqqkdRYDwcpslVzWByiUQuy1Z3AI9RM1xdAT+CXeX0wDINATfjhjX+5PGf8ut7ruM7X3qM//63R9m5owbjVg/J+0cYOn8Og1nijtcf4NwPhlBkhaWpENt7Wjn3WEFRJrQU4xv/+FNu/SV9k8a1kD4/ulE1Ip+rJC9tZHBW1biQZeWKd2p+LvG0nsKPfOQjvPvd737CMW1tWk3E/Pw8t9xyC0eOHOGf/umfnvT4ZrMZs7lSMud5he2NEP8HUAtexqp4HaNpLYSSltd4XaOJ/5zUQpBuo5nltDbxnl7JUeswoBRbXlgNNkbjIdbzhRDbWg7a7dtZyWihvICpnvlUL0IxDKCqI9Rbr2cuFSmN2e5s5cEZbWIL2txIgkC+7EbdGajj+LLm9u9x14N2iMIlyiZ657QQ24HGek6WUY+NBgMfvel6mjye0r5T83N8fUBr6tfi8fC+nh5MhkIyeXewlh/3X+ChoQnts5v1NUmnJ+dpq/Yxvqx5Kx95xY1PaJRGllf5XplRApiPrOM2m1EUFbPBQFC2EyorPM7KCu46O1VVTkRRwGySONGvz2VNzIcYmwuxraWGZ4pvP36OwbKQ4e7OIKfKvtcqp4PZMg9xQF6joc6JmpGx2syEwnqZovPD8+w70EI8nSWbyxNP6otwbSYj5y55yAJsafVzcaHYMVgUubAQKvS8KuoFtjf6GFsO47TohXIB/v6+oy9awwQFyaxzS1poNJJOI6NyqqisHxpL0VntJxRLMj0XZYoIPR314Mtxer1wD+851Mi52TDpWJ7xgTCTj88y95+FvOHC4BI7BQMz5wtesJzJI8/FUMo8F2WDF3M5r0basDCSNjwLNUEPVX47F87OIgBb9zezGE6wc08TI+fn6DncwYf/4NUV5IkXGp7W2VdVVVFV9dSkS+bm5rjlllvYv38///Zv/4YovjCttyBYoep+UBOgZuhb+kdAP6lVmdfodnchImCVjJwKX9C9PpdKsj+wH4Q4oCIJJvrT+jG9a2v0+NpRVRlVVTEI+ZJRKpyHwj5vhrziRAEMgsjZDfIS88koPbXNDKwuo6oqVRYHp1f1HlRfZI4dgSDjxeZxW91+Bkf1HlL/3AKtvoJSgCgIvGX3Tp1RAvjI9TdwdmmJvKpgEAQ+fOT6klG6hI++8iZC8SSiICAIMBOKVHy/AaeNl+3uxCiJeO02DnU8ccJ2LhLdGMIvKD5EFTKZHDnA2FSZyzRYpVJrA4ADW+oYvKiF0nq2NT4jo6QoKvF0hvB6im88qu+22z8yzw3dTUXVCoWVuN7wJLJZZJud1VgSMhn2dQSZX4iUXm9q9HFqcLrkMbU1+lkOlZE6rGXftwqJtQydDVWYTAYcVjNHB7X7VFXBZ7MyZRBZT2fZatWz+G7qqizWfjFBVVXu2rKF7w0XZMFMBoPOawawC0ZGi430BAQGRpcx7NBKFWK5tE55RN1QMHsZ/o8OGyJuuLw2pi8u0rSlFlVV+dHXjlJb5wZVJbwco/tAG+eOjrJ9dxNrqRyBWjfnThd+05bt9XiqHPT1FQt8l2N0bg/yx3/+pmdF4rlWcFXM6tzcHC95yUtobm7ms5/9LCsr2sRXW/v05N6vBQiik0u1ALt972Asfqz0mkEwcs+slwvrZclIVw0TCS20VG/1ct/CbElSf5tb394aYKvTz1yqv7TdZt/KhrQTeWykiqE6AyIOYxPhjH4VnVNzpIUUCJAVpIpQgEEUSOSzpZYd2exl+roYjfzX296E3/bze8/4rFbuedvbf+7rAEdHpzm7oH0PB5saWCnT2wN490093LTtqU+Kt2xp47at7TxwQWO4bfMF6CsrGj49M0dztZepYgfdKredvjl9se9oJkKtv/CbmowS73rl069hGl8M8fpPf6WUj+isr2JkTrvXG/wujg5r+ce2Or+uMeKumhqmy/JMZ8bmaWn0MzMXxumw4PTZIKzlPsZnQhza10IsnSGby5OW9TeIySRxJrUCaSAK+5prOD9VLFEQYXQlXGLxnZ6cY0utn9lQlCqXg9cd2PG0r/+FBLMk8blXvJyXbulAVlVubm0lnsnysR/ex7HpGboCAZySGatRKrEUHTYjMaVSOPkSXC5rqZ2KIApYUXD67KyHEwSCXrLxFF27Gxk+M8OWAy2cdcq0vnIb+YFlqqpcnHv8Ah+8/c952duOEAsneOT7hYiJwWRg53VbOXuscI8Pn56kbUd9ySgBTI4t02rWW7pEIvOiMEpwlQzTT37yE0ZHRxkdHaWhQc/W2pg4fKGh1rqdTtdLWUlfRFazRHNbubCuD4uIgj7Z7jQaWSlT0h6KrnJ9dRNTycKkZTOYkNUJ3XuWM8uIGEukCKNYz+MrWphIVhW2V4tMly2gt3tqOBOeLztGnP1VzRxf0sJ9+/0NnJjSJsOh9WX21zdwZk479m9cf90TGqWngvV0hn944JhuX//cvK5u6WB7Izd2tTyt4wqCwB+/9Ba8VgtmScIsSdzz6IBujKxCld+OxSiRlxXsNiOL8/oJRhZUQpl0qaPnQ2fHObSj+Wmdy7/df0qXJA/Hk1hNEqniSjzgdTAT1UJ34wshDu1tJCnlQQKbXqAdWQVHlY1saI2QnKV2wwrbYTNzamSmxDasDbh07ENPrR0uNVIUYEKO0dlVhcFiwG4yceysZiRVFV7bs4N33LjvRTOZPRXctVULVzpMJv71jb/ES/7qS4xMFMJ8NS4H3TVuDGmYnwqzo6GVPtMsAZMdw7iBw54GhtUQd2/bzW/3HOHi4cN8+e/uI3JhllP39mFzWNh/6w7OnxhltdiaZNfLdvOgmIa8wJlYlLaeGs59rR8oEBp+8B+PYigjushZmewGVYmNYUAohGvLkX2BdKd9Krgqhund7373k+aiXsi4re5jpb+/Ov44cK/udQEBAxYkwYDZIJUkg8qRywewCVZEQaDVppKUH9a9Hs9H6HTsIa8WQglz6Vry6qRuzHhigpvq9pBTARXi2cobczK5yuHaei5JH4wvXuZcLHl+/Uih3bjRYODt+3ZXjHm6GF8OlzrgXkJWVqiud5FxqOQVBbvf/IwmxVqXk0+98s7Sdo3Rxl/94JHStkkyMD4XIhzTPn9/Zz29ZXTprkCAM/Pa9n//tJ879m9h79ZK2vvlkM3l+Um/vsfWSjTB7vYgc5EYiXS2IlemojIuRZhYL0xYAZcNr9tEMlqk5TstDI4ulkJ3gxcW6N5ax8CFBYySgY62KnrLxHQXV2Mc7GkhIuTJyHkyBv3vb7KInKBAVycNR9obODtWWJQYDQZevX/7L5RRuhyW1hOslCmvL8XitKhOzhU92fADKbq21jK5FmU1vc4M69zS3c7vHLwRgO27G7nx+nb+4bvHAUjG02RSWVJxLZKRSWXAUd73qfI7NxhE5DJV8CfKswLY3FbsQReGiRXkvILFauRd73/J0/8CrlG8sDNk1wBe39zDv4w+TDhbuLnNosRqep2UnANyrOehx9FENK7p09SYPfStTZZEXodjKq9vamAtq006dZY2xuJ9mqqDGEISXOTLhGE77B3cPztZ2u72VAqpdrh99EU0FYrdgQ4WN3Q4/cC+g7yi7dmpa2/E7qY6XrZzK/ee03JpnfUBHcnixyOj3D8yxu2dz06r7R037OO+sxeYWF3DbJRo9/voHdJTyC9MLnOgufj9KLA4W9lz6sTwzFM2TCajxHvvPMjnv/9YaV9rjY++yfkSjf7M5AKNfjczocJnbd1axel1zTNdTSfZcnsD1rMyJqMBm8XE8dOTus8RJRGj10QykyWUTulCgYIAQ+EQi4nCveexW/A4LEQyhcVMsM7N9IrmsZ1lmdt2dlDttLOjoQaP/ZmLeyqKSiiRZCm6zvZgzZNOpNcqjAaR7mANA2X9xdbj+vC4WTGSTmvP3ca6pSeNAm142SQriAYBpcjkrW/y4fA6GDlT8GhbtwXJpbO0dtYyMbJI+/Z6VhcjNFY7MHns5C0GloQ8R0dmCWz1syMY4IMfuI36xhemysPlsGmYniWsBhNvaD7AqVAhFGcVjTy2OqobcyY8x95AAzk1h6wqmEUzS5lI2QiB+UQdTmMcVZARUMnKUb2qg7LMfm8Xx8OFXJZDsnJySV/PMBCZo8tTy3CkwAsO2lycLdP0AxhIj1PnqGah2G79YF0DL2+9Omys3335zYyvhFHVgtxQzlj5AP/Vg48yGV8jI8vkZJn39xzAZtSHQu+fGOPLZ06TyeexGU380yteg1nSbl2DKCDbBNYMWVCy2BXLxs4ltNf4OXtG85C622p16hA2s5E337rnaV3fu2/r4eTFGVZiCVxWM0aTgbEy0dm8olDrduI2mUnn8thMJtjg1EpZoZQHMkoGgrVu5hc1o7mUSBQ0/QSB8YUw+7rq6R+aLRQjb63jVESbUCOJNAdbmoi6MqTkPKqk/77dVjN//bZXVISAngk+8d0H+MbJAivz91/5Et5xZO+zPubzgYDDztfe92a+/FgvNrOJ27d1EIul+KN/+REXZ1dpqfVxoKuRwdWVUn7OZdUzh5u31mFzWEjG0zh9Dgx2G41d9cwMz9HYXs366CJHdtbTa1TYYTSz9LUT+L0O3EE/ZrPE0GND5HMy7fvacQd9nHl8tGTs9t2yndOPFeaTaDhR6LJ7fQvRIkljNRxH7Kp/URkl2DRMzxqLqShfGX+clFwIx9Ra3IgIKGWz4hZXFWOJsZKh2eas1MlKyj6Ohop9lBB4WbAy5OYyJJEwIAoiZuwkL9OiucYBmAuiSdVmOLooU14JK6NQ5ZPIGE2ASoPPcdXCOaPLIZ1W3r4tlR6dx2HlU49oYcxUPsfv33hzaTsny/zpIw8yFY2U9v39qeN85LrrS9s/uzCuy5GNhcIc2lHPmbJW5rGIPqw4ML7I7o4goVgCsyTxkr3teJ5mewDJIPLFD72+tH1ydIZjo2XSTSqsrMWZXime+yL03FjPqbXCeZkNBuaPad9PLi8jmEQaOnyYbSYcDjOnzuiLt1flFMJeO9FUmlFHHFvKWOozBTAnrjO8UjimxWAg6HAyX1yEvHHbzitilLL5PD8u84T/6keP0FbtJSXLpPM5Xrmj6wnefe3BaDDwvps08kuNy8F//MFbmVuN0VpXmPDv6uniL77zIHvb6vnVOw7p3r/7xi7++dif8OVPf4+Tj41x9sQEgiBw4K699N5zAjkvMze6yL5DHQwfLxAckrEU62txkmXh5rHTY7SZTDoPLBXXCxgLUKGCn8tXzgMvdGwapmeJzwz+sGSUABbTUfZ4m+hfK0wokiAiCxGd9zOdnMFmMJEsvs9ttHFxXQtxKagspLZQZdEmObexjp8shQvCr6pMKL/KgUA3j5ex0ba5axgpM4CRXIJ9gTZOlymf7/Y0cXRW2/7fyQHu3rKXnuqnFsJ6qpAVhc/eq8+b9Y3O0VLvYbLYAydgt3E6pGfL/evp07xiSyctbg/pfJ4fjl3QGSWAf+w9QYvVjSKrpHJ57h/Ra9ABrOSSdDZXkc0ryIpCOlzZWjqVyTG7XPBOEuks77rrAHbLM1e/P9DRyN037OFrj/TjsJhor/FxboM+YHQwzqHtDSh5FTENC0m9TqHRLNFHCFJACvZtr+XCee0Y5jor4aLm3/J6gn3tdQycXwAV2oP+Qov14u+flmX2VNfx8etfQo3NQVfg2XWpPTk9y9n5JebC0UJ9VBHZvMwf/OAnLBS7HguCwCu2X9nQ8HMNk1EqGSUoMC7/9UNv/Lnj/bUeWnc2c/89hZIBVVVJpbLIZUYjv4HQsJFuDpW5pcuNMW5QBPG6nx1R6VrEpmF6FlBVlYWygtdLMCDRIDVhEEQ8ZiNzuX7d6wk5zV7vjhJl22QwciKkr2s6vbbAu1v3YRTTqMBcyomMfhILy+P0+FtL3pksxBE2LJ7yQoztjoLRUYHxUKUn9rmzD/Oft19Zba3pUETnLUGBCVbvdIJVIK8quC1mlpY3sOVUld/55r1MF+WXWuu8G6NyNLnc/P537ytR4bdW+ys+3yNaGJjT2Ic76qtZjSRLvmN7vZ8LZfJNi+F1/vabj/AHb78N4Bn3Z9pS40dSBJKJLDNLUVw2C7Gktuqtr/ZwdFhbTFy/O8j5U1o+TPBJuv5ZY5kojc0+DCYRs9XI2Q29v8bX1qi221hbT7O0HKNuq52FnPadvnFbN7c0P/tGgFlZ5te/9f0SoeW6tgZOjRXOu73ax0hcO+k/vvcBQokks5EojR4P7ziw51l//gsB6pNUMikbclFmmwlBFEpek9Nnx+2xIooCiqLi8NiQzEa69jQx3D+N1W6mpbuBxakYO3fVMTy1wvvefgNvfvWBq3ZNzxc2DdOzgCAIfGDrLfzWyf8s7fMYbfQurhLPaaujIw3NzOe0XE+9pZpjqxdLN7LP5MAoSuQULQGxx1PLQvpnpe0q8/aKz29z1HIhrhV1ttu6mNV7/jgFHz9Z1CbgA1UNLKX0tUR3NV351W1rlY9f2red75zWmvj5HTaOrc2SuSRHFIOeYD2nythx+6rrGBzWPISJhTUO7qjneJln6JLNuvqsC8sh9jUEOTe/iNVkpM5VYFWVrz0H55a5aXcL2WRB408SRcbKGxgBJ4dnuONjX2Q9lSGXV/jyR9/MztbKNuw/D7Ki8O8/7S1NQJFEip3NtZybKlyPKAhcTOg1+R6LzXHL4RYyskwehbkNbT9yssyYeZ1UPg9xONBUz8myNuGd3gBniuofyYzCloibRVsCQRTY6gtwU2PLUz7/J8IjY5M6luXJxVkOdTWQJF+gOpdVO3isFv70vgeBgvPWVRPgQNOV9civRezoaaU66GF5PkJtk583fvA2nEZ4/J5emrqCJCJJdhzeyvTIHDVNAVbn1jBIBnYc2Uo2k2NpcoXeH/YS3FJHTWcDE6OrDJyaBKB9Rz1rsTRDRZHftbkI7//IS3nLLz3zHmLXMjYN07PEzdWdvLphLwupCDlFRs2bmF3Tqy2E4xZMZgsyeWRVQVGNutVVOBtnt6eVM5HC020UJeptQ+TLFlgrmfNsd+3lfCwCgN1gYS6l/5zp5Bhek4e1bCGk4jM5eWRK3/TvQnQVh2Qini+EYra6A7y14+okrj96142cmpglV/Q+qmoczG2Q3RleWeHVnV2YpQK1/uwGYVOA8HKSvdVBZKUQlltaqfT6RFEgpyjk0hlkRcHvsuro4m6bhb6hGTLZgkvptltw2sysl8n8OF1mJie17+uPv3IfX//9t+mUpDcimc0xMLdIJJVmdjmi5ZOKGFsI0VTlIZZMk0hn8ZttrJY1q6t3uXh0Wssjba0LsES8dHdsa6jmRJnh7p2eY0ddNZlcHqvJRGhJ/11Mzq/xs4+/h0av51nnkzK5PB//n/uYW4siGEWd51rrdvFQZLoUNjzc0sipycJ51jodTK8VQqQq8PlHjvEfb3vDszqXFwK69jTzxft+h/u/3cutv7QPm8PCodu7+d4/3c8XPvrVgmbe9Cr1HbWMlkliDT5+AV+tm1hR1WP+4gKB9iCxNe1ZWZgKkczra5mU7Isvt3QJm4bpWUIQBD6553Wl7X8aOsZjC3qDYcXK6TOX1B5U/Psri+UUWcQkV2EQRaqMIoo6VDFml0ulrRhOlkQLP1zUr/hzao42W5A1KQ0I2EU7Z+QNOY5smk8dehkN9kL/qGanF+kqyUWl5DwzQoKcIIMCXmNlj+cjTU38zcteXtq+t3qED//PD3VjPAEbpxa0XNSuqhpWY8mS1+SymBksU5hIZHO0BX2EYqmS17Q14OfMkva7RBNpdrXXEY4lMRsl7DYT/ZN6ozixGObE8DQ37vz5obCvHO3jbx4oUsZV6K4PcGFOC2F2NVZzekz73Ewoi8VkIF0krjTYXCyjGZcLC6vc0NVMKp9HhVIzyUtQKEgZTRblnXqq6pgta7F+x94ttPivDEPrwaFx7j2jiQsf2FZfMpJ1fieTq5HSaxdTITqrAoSTSbIbkvGHW164fYGeLiw2M698+xHdPqfHriuQzV+m/1WlZJv+d5dlPYmpcJxNw7SJp4i3b9nHl4aPESp2kbVJRqZmy+uGBMSoH8za5OUzOTi5vEKyqMM1l4BDVXuIyadKYzzGGqaTZ1HLOt3udO/lXFQzTrXmeo6uajVLIgJt7nrGy9QHbqxr5S3tz64p3lPF5x55vNDeuoje6Tk6gwFGQoVrFwWBj15/ve49d+3Yyne2DPHwxYL32FTtoXdJT5A4u7LEje1NpOM5DIKAzVrZkXZwaZl924Iks1mysnxZNXODKDK7oq3st7VVM1TWybfe7+Lw9pafe33pXJ7/OFbWukCAVdL4XTZMkgGrychcSF8vtbi2zv6DTcyIMeK5DKpcmZcYX11jLlL4zfwOGy6TiVixDcmWKj8XV7Tf/NTyAoe31hNdT2G1GHlpz7On/quqSiie5Hu953X7lxdj1NU5WUzFiaGPGbe5vPQVtQdXEkn21tcxsLBEg9fNy7e9eMVhrwREg4ipnIIuCFjcdiSjoWR82nY2IhhEzvcVvOvt+5q547X7n4/TfU6waZiuMGySiTc27OX0yhwIKhZMPDSr7/56YnSN23q6SCs5QEUSDYzKei/rO5Mid3fUoyKjoiJiJ4Jew6bGvMqy2QEIyCqsZ/T1FQoqQa9KPGMHCooUH99323NilGLpNPecH9btExDwGM3sra1DVhVsRiONLrd+jCDw+be+CllRMEsSS4k4d/7Hl0mU5exMBgMTk6uEi20g3HYLLquZWFlH2j31eiXzsNWCw2kmvl4YIxlEppe0sJ0AhEJxbOYC/VoyiPzKXYeekAAxGVojnNDT0JP5HHJOJpMsLDIOtNSzFNEWJj6njYfXp8irBUMZIkV7wM3MasGAbW+oZqCsUWIonqSno56sWwYDWFWJi+WauwKkbQrnw2HIwd8/fpzrO1swbhDUfar47qlB/uTbD5DJy+xp1ufXampcPJoo3MuDqyscDNYzsLJMjd1BJqlfvTd43XztnW+6IvT0Fzr239bNHW+/kZ989RHqWqsRDQKdB9pZmQlhshiRTBKh+TDd13eyvBjBtqOV4+cXqN5SS5XViCqKDJ0t5BEbWqu4+eW7eOuv3vKCbmvxZNg0TFcYk5E1/uVYP9mip+C1WrFIEum85r5vrfVx/5QWYttfFaw4zoGAgbyiTexe8z4WNzCerQYHLtNkadtMEDZoTpoEM8tpzTtbSMbY6nl2tOGnApfFwpv37ORrfRo5QxBgPhlnJqZ5Ef/fyRP8n8P60IdJMgCFibXO6eR3rr+B//egRgTZ56/j7MyGsFxdHb2LC4iCgN1kZKmsvQRAJJXm8PZGiCsggNUgceyM3ssKxZJ8+fffSkd9ALPR8KQGvKu2ircd2sN/Hu8v7dvmD9AbKssJTc3RUuNlejmCy2amucPLRBnBIYuMu8WG3Wchmc8jXaZdQdYqc2y9sFI2iiIttX6mi0W4HquFc2U1XOfml/jioyf59Zuve8Jz/3n4n+PnyBRDcf1TC+xprmNxbR2P3cqyqr+5srJMMpdjIrLGLq9emf2V2zs3jVIRLr+Tj37xfey/dQef/cA/F72gJSx2M7FwnHxRSmzgsRG2vv56Ri4UFqDLq+s4W6uYPKMtbGcnVti2p+lFbZRg0zBdUaiqyp88+GDJKAGspVIcrK/nxNylyUolZ8tSllagd2WerX4/06lCiMZigB3eM5QvQtdzFzCLNjJKYYVuFMzMp/QML69lVCdbZDeY6VvQJ8c/2fsAR2pbMIrPbEX9dPDRm67nxyOjhJKFsOa+xiAnl/Se4RdPnaSnqg6jaiCdy7O1LkDQ69KNeduuQuhREkWsRiM/fKwy/5ZYz2BBJJNTSOSytAS9LET10kvriYzWrlyF3a01DE1oXuit+7bQ3fr01O8/fMcNjM6vksvLSILIygZyh6KC22lFDq0RzqTxJNIIoj6DsJ7OMhLSwnOHWoP0TRS8PafFRH9W8/xyioIaUNhvDCKKAhaDxCPjegNrfIaTVjSZLrVbvwRJEFkKx1kKx+lurSmcuHDp2rSrOLu2xPXtTSSyWcxmiR3BZ97X6sUKV8ClywtlU1mUDXVKG5dCl5M7upyg64sNm4bpCiOaTlfsU4FWjxeDKGA1SZyPz1WMaXc46akrGJ06i0JS1oftskqcbY5uMmqmeEwHJyL6rrcZdYmX1W8lki3czLmsk+8u6SeasViIz575KVaTiILKbm8DtwWvTqW+y2Lh4Q/+CoIgYBRFfjw2ysnv66/dbbbwm//6PXJFxtGuplq+8mtv1q22DaLIO3bvKW3v9tXw+rGv6pLsBrOBbFQpPdhLsXXsJiOJbCEE2FHlY2hiWXvwBZhNxaivdSNJBoxmA3ff8fTZieH1JH3Dc6VJeltDte51n8PK2emFkiEaHw9x3cEGjoYLoZktHj/DM6s6+vtEOsLujjrSiowiKcQMGZ2Ukc9gpXdGM1Z7G+romy38zpIo8vo9z6yFhdtm4Zdv7uFfH9Rym+Usw4GJJW7a3URSyGFSJUYi+jq1jCTTX1TA/8TDP+Xv73rlNSESG0ukcdktTz7wGsBGyUHJImGQNIFXq92Mr8r5PJzZc4tNw3QFIQgCv334CO/632+V9jmMJkZDIdbKDFbP1npOrmnuecBiIyWdZL04Zjqt8tKqJmI5jUZslwLMp06hFGcoSTDjluqJ5jWvwGMMMJ8+iVzMX0gGBy7TFmJZLQbY5PDwlYmjqMUmhA7JzI/8v4HfbL+SX0UJ5Zp2L23v4NbWNn46oRE02kwezuW1Sfbs9CL/ffQsd1+/5+ces7Xaxwdvv44f9A9jlAw4LGaOzczolpur8SQ3tTUTi2fI5WVckoVJ9B6mIIlM5tbJZxTIwDf6B9nTXimb9ET49wd7dZ7D0OwyB9obWF0vtMDw2C08PqKXFcou5KhxOVhLp1heT+C32QiX1Qg1+7ycnC2r7eqo48S6dozIsj6me3ElxFv27aLO7WRLtZ+A45n/lr9+52FWYgksRokGn4u//8FR/bmv5xksCp52N9UQUgu9vwyCwMWwZqh+OHqBh6enuLm55Rmfy7PFf/z4FPceG+bC7ArvuHM/H3rt9Rilqx8puBxW5te45yuP0X1DFwOPDuPw2mnoKDQIXJ4JkYgm2bq/jbGf9NF9x17Oj66wbX8zQ2NL+LbX4pMFXC4rv/3J11Ed9Dwv1/BcYtMwXWHc0NTE3Tt3MR2NkpXzmCWJR6b0oZbxuXWqfXYyioysKByqNxAVyj0tgYVMHXZRb5gSee3Bz6sZttpdnCwLV5lFH3JZS/G8EOfmBgv3jGsTmc8msRzXJtJ4PsPfDD7AJ/e9+kpc/hNCEAR+4+B1JNJZVBVQVSaHVyvG/bBvmG88eIZUNkdeUfi333wTjVUe3ZjRWJiheCH8JajQUe1jbEUzPF6bld6hWTJloZNt9dUMzWnEgsYaD0vTWujtf3sHeWn3Fm7qfOqNC0fmVyr2ZfIyE8V28R6bBY/dQiRR9vt6RJaL3Wxz2Qy7fJ6SYRIEmI3omXy9owvcuLWNRDpLMpsnt6HvTnvAxydeedtTPucngkmS+PRb7iptqwr87Q8KdHiHxcRgGTFjYHqJW3e1Ehdy5GSZ8bje8G/1VypyPFdIpLN8/luPlhYNX7mvF0VR+fCbb36Sd155DPVO8Efv+EcSxbq6rhu3M39+muGTBSkti81MsL2GgccKEZDBbz7GzrfewOmhwuJkMRRnUVX5/r+/F5vNfPkPeZFh0zBdYQiCwJ/edntp+zvDQxWGyW+xciEVKa3wXRaB6AZiw7pswi8aihL7Ijn5MiFCNYVT8iAU/8Vy8YoxVa4lrm9VABVVhVCicjUdyvz8Lp1XGv/df46Tk5o3cF1TkP4RPR18bS1ZonEDfPK/7+eLH3p9KSw0thrme+c0YogqQEbNI4liiRbe7vXSv6w/bjiRZGdnXSFxLMDogr4ODODszOLTMkx/9IbbePNff61Ei6922Rkoy9NEkmm6m2rIywoumwWf08rx9QWddzcQXqKrqZqVZIJIOoXXZS3pzgG0eL08Pq552K1eL4aIgFzMT7y1Z9dTPt+ni1++pYfB6SXC8SSyqjKwog8xD4VWWEoX7p9dwRr6M4VQ3oFgPXWO5y/kdHZ8oUIC6FLH4ucaUyMLJaMEEI0kS8W0AOlkhuS6nt0pbxRmvQZCos8lNg3TVcartnbyjydPcKEsua3YcwWRziIenlTZGjSSUwv5EAGBFvMUipopVS3ZBX3CU0BkNiOynteOG7S0sZLVstMiIktpmYSq0aKbPR6myuyQJIj8TvcdV+ZinwRjoTDfPDeo23dsZZ499VWsRBOYJAMNXjenN/RSOn5hhmMj0xzuKnSYvX94tGLSmY+u0+LzEEqkSGSyCJfpD1RT6+LkimaseuqC9I9p21aTkbcf2fO0rmlLXYBfe+l1PDJUUJS2mowsD+sNfSqTI57OEk9nmQtH2dlTw9lQmbBuTR19ZbnA+cw6TouJ9XShdsnvsDK5rv2GE2trvP+GA+ypqaXW6WBbnT6vdSURTaZ5cHC8ZPD3tgc5VeyptaXWz0AZ4/Ps/BJ/9bKXsbuulqYNZQDPFb76eB8/OneBs7OL7NtTz9n+OQSgwW6n0fn8GKZKgsOTG5nLjdl4z7+YsWmYrjIMoshn7nwpR2dmyMky63KGf5p4XDdmLpHlVtMuTKYIqqoSMAkoql79IJobp8F2kLRcYNkJgo+xiL4d+3x6nO3ObuJygQVnETw8EtLnN5ZzE9xYu5+1TA4B2O9vptUZ4LnASiJR+XAJkMnkiawW9ftSKmajRKasOj7gsrGnTaPUv+3Abr526gyLMW3Vubc+SG+ZJ9Y7O09brZfJohK3KMJsWs9QPLUwT09zHeF4CrfVzF07O/HYnn7zvJNjs5wusugkUaSlysvkimZI7GZNsVxAIHRhHXfQTFaV8dsspGV9aC6USnJzbQtz81EiyRRGRc+yM0sG3n+oB6/1mTf6e6q4t29EV5zcNzbPZ95xF1tqA2CAN/zXf5Es1pg1ud28dtu2543wEE2l+dT3Hyxtn5ib49bOINGjSyydW+Qzfd8g8dGXccfLdzM8MMuJo6Pc+Yo9V72X0faeVurbqpkbX8ZkMVLV4MPtMDJ0tCDcvPOu/aiSRCqZY301RvueFmJji3R3NzEwuozf7+DDv30XjhcIgeNKYNMwPQfYVVPLrpoCDTmnyNy3OqRbAbuMZiLyOfLpQn4oJVvZarWU2qoDmEQHy6kRssVaEotYj4iIUqYEYRFtrGQmSCmFMV5jdUVvKLNgZSi2QCxXOHYkH+M3tt2KTXrm7R6eKq5rauQ1O7r47qAWhttTXcvFPq0OZzkaZ397Pb1lMj7vvfMQVpPWPNBhNvP/XnYrf3DPfViNRkySgalVvSagoqo4PGZ2e+uRFQVBpEKZGwF+/c4jHGl95pI5Q7PLPD6ihWrzikJeUeio9WE1mTBJBvon9CHFSCxF/SELE8k1logRtLRBWarNYTLRf2GulB87fXGWzlZNMeOVnV3PiVECqNtA3e9urOGVe7eVtv/vLbfwsfvuw2e18rY9z42iyM9D/9R8xT5xKcPSXAQoLID++s/u4X//6zgTY4V74bv/c4L/8wev4ubbnxmT8amgpSvI/3ff7/GVv/ohD363l3PHCrmlrUe2kbdaGRwqeM/22mp6DnfSe3+hASND8/TctZv/+4+/gsPxi2OUAF7cVVrXIIyigY/s1idgb24ykxc00kIkn8Is7daNcZs6SkYJIK3MscWh13ALWptKRglgLbfMIb++eNdr2FIySgBL6Rj/Oqbvm3Q18fsvuYm9wTr21dfR0xBEDVfqhl2cX2Vncy1dDdV01Plpq6lc0SpAOJlmLrrORChCk99TMSanqPTOzNE/t0DfzAJ7avU1Snvr6zjc0visrmd8KVyxz2Y2MroY5tz0Ir3jc+xt1f8GnTv8TCS1EOzp1DjdNVWggstkZpenRkfaQBXYavfxvbe/nRMf/FX+4qV3Pqtzfjq4tbud11/XDRRCnW84vFP3+hu6d9D7ax/k5K99kPf29Dxn53U59LQ2cGe31oTTaTGRDW1ok26RmBzXFijJZJZ7v9d31c/NZDGydXcTq/OR0r7piVUmR7VzSaynSaSyuvcl5sK/cEYJNj2m5wXbfG6ua5IQiusCl32csL6HGAuZLN32Dgr5IoHZ9FTFcSR1hRab1rJiITVbMUZRQzRYCnVKqqoyVGzSV44HFs7z6523V+y/Gjg1N0/fvJZP2eupLMTcEgzoPKY//Z8H+MbvvQNLURVBUVX+7kE9jXlweZkqh52VItutrcpXojVfwumJOW7f0Y7JaMBtsfDaXduf9Qr/5fs6+X7vEI8OT5b2SRuKl/snF+gKBkjnZGxmI4aGQguLSxAEcFmMmBUD8XiWecM6Rkks1XYB3N2zhx01Vy+X9ET42C/dwofuOkzAaa/4vgRBwPMceW9PBrvZxOfe+go+/6PHebR/nInJVcbtIi1bqpm8uIzba6O1s5aRs7OkkpoB2NL59Iqqnyk25prEyxVCq79YJIefh03D9BxDVVW+MPpdlvPa5Nyk1IBOB0+l0xphLaMpHDRY9zOa0BfUxlUvU0ltX5t9G+MJvSpCJFvFmYiWZ+p0trOa0bP3Prj11mdxRU8deUXhrx9+TLevL7LEwbZaBoudXt02CwPTeoMyvRLhH+59nO6OWpLZHEvrcYaX9DTtVC7PvvogjoiJdC6P9TKtKlwWC3/5mrt0OZ9nC0EQ+L9vvI2PffVeRFFABYZn9CHDvKKQyuWZKharNptcGIICcjHfJiIwOh8lV6zon45GOdTRQN/wHCaDyPa6Gg60PL36qisJi0nCYqpUhr8WIQgCkaUEY+OFsGconSZihb3XNXN+YonFyQVqm934kgqZZJa6oIfISpxUMoP1KlKxM+kcY0MLeKqcRFbWUVWVli3VZI0mxkcK93t9s5/r7tjBRN8YmVQOyWjg1jc+M2mpFzo2DdNzjKOh8/RFLur2nQwvcnttE7HsMjIK2+we4rlHdGMi6X7cUhPRfGFCtkndDMQndWMmExfwGKuI5Apjqs2tfH9ulXJu8nB8jDZ7A5OJMAICO7313FF39eLrj81N8cPxkUIjPFlmPBxmo/CKySrhslnIZHMoqoLVZNSRHwAen5zmS729QEFJozMYYGS5TKHdZqV3Yq4kB7UQXaenuZ5TU5rn9a7D+66oUbqEwZmlEvkBYE9Lna6FRlewiuGyeqep8Rg9jc1cNCzjMVqpxcsjG1puLCbjOC1m1tMZBheWubgcYmvNc0NSeaHj3Lj+u7SYTJyfXC5RrhfX4nTW+Vi9sExoNsIAkwydneFDv/dyRgbmePSBIZraqviNP3hFyVgtz4WpCnqfkYf95c/ey/f+/VFSiQw2h4XuIx1kowmGjhXmgR0372D7dVt5+2/cjtli5OZX7eMbn/8xr3n/rTR3Vupo/iJg0zA9x2iyVSMKIopaRloQBLZZzpIxFlZOHtNWItnK9yoYyKtGBARUjBWvqygIqgVZKcSkZcWETsumiLwskc4VwgiRdB5ZVZGuQtI6K8v8wSP3MVVsbghwqL2R3jFt4nAbzYyMLpHMFGKZmbzMzuZaImWq3VvrAwysrpTsmQDEExnMkoFsXsZuNrHF7+dkTB/KPL+wzK/c0IPbasFlMfPynVe+U6+qqvzrT0/p9vVPLnCgvZFMNofRYECSKr9bNSsQFpOEM0lmiNDoqWYmouUZa012+tKFWq6cLPM737yXb3zgrZikzUf2yfCxt93Gx774A8LrSURBYHt9gMFZPTvVaZB0y6OZiVX+4ws/43xRMPXi0Dwjg3Pc+pItPPK9PqZGFrjhFXv4rc+8BbvLytjgLFPDC9zyup7L9FLS42ffPU0qUch1JeNpEpEU46c1Ru3gQ4P8/t+/E7Ol8EzXtVTxm3/19ivwTbxwsXmXP8dosFXxirrruGdeo4y/ucFIpkwbL5K9gNfcxVpGY6+5zXsZThRWWCoQzZ6l3rKXubT2wDXZOrmwPlrank+PcdC/ixMhzbPosLVzbEn7rAuxZf5r4iRvbz90Ra8T4L+Hz+qMEsC52CItfg/5vIJRMtCoOOjN6NuCnJta5NDuZjJyHgW1ICOzoQY4kkzxo19/N7UeJ6Ig8K3TA5yc0Bumm7e28tE7b7zi11WOTE5mYYOSOcDiapS5UGG/12EteT8AKipz9rVSLVsOGXN1HlvCiMdiwWOxMDStDweOLodYjScJevQsuU1UYn9nA1/9+N18/Ev3cmF2hZPj8+zZHWRmZIVMNk9bYwCLUClNFNkgwDs/E+LrfzuOXOwU++gP+lmaCRGPpliYKjxTP/nGCT7yubexMr/Gw9/rwyCJvOt3X4mpaGRkWWF1Ua/kcbli2Sczbr9o2DRMzwPe2XInXpMDWVWQlTwO8W/JbRAMzisKdlMPKioCMJnUi58KArilOJKtvbRvIbmBDg04pGX2ehuKBXsq51czFWO+MPwwb207gEG4sg9HNFOpVmEURZYT8ZK4qtlR+ZnNdV6dWobDbMJrs7CW1I5396E9OhXy1+3dwQ/PjfD4WMFQCwJ88CVX3thuhMUk8Yk338GHvvTd0r4dDTUMTWrGfy2eYldLHdF8BpvFiMNv5OGUvldVWF1HThlZWo+zRJyD9fX0Tmi/+S2dbZtG6WlAVhROX9S+v/75ZXq21rLYt8BM/zwzQPeBFiYG5gg2+rDZzaiqyvyMxrKsqfWwtLhBX1EQSkYJ4MxjF/jL3/wK545pC8LTDw3zR196L8HWKgwGkT/6x3fxNx/7H6KhBEaThMttwWQxkk0XngF3wInZWhkB+UXGpmF6HuAzu3hXq6ZH1rcyxoXo13Rj0viZSWodROus3SykBnRjLAYHM2X76qx7WY/rV+92KcC5mJbTanPtYSYR0Y15RePOK26UAN6/+yDfGR1iNKJRo7tc1ZwKafmYofgqN3Q10D+sTSJmj1GnjBHPZNlVX4vFmsBkNGA2SfzyEX33TkEQ+NRrX8qpyVmcFjN+h40t1c9NTuam7W285chuRhcKE5bxMqtf0SAwulqY5NRFld03N3Amrnl4W411nMxreai+xQWafG6SuRwem5XX7rt6ecAXI86NL1bsM2dUEjFtcTMwskB3Zx1D/VrUYfueRtKJDHaTgZXxJXYcaGPwpCY6bHNUEiSUDd2RJ0cWmB5dJNha6Ht23W07+MIPP8pnf+1fOPeTPnovjFHdUo2rrZ4te5p53yfeiN1le9bX/GLCpmG6BrDd98tMrH+PnFJgy5mlFqZSenZdNDuHATMyBY/HIVUzlhjVjUnmR7GIFtJK4eGzG5z0R/QPaFgZoNbawmKxWZ3TaOaDnTddlesyGQx8/LqX8HenjmIQRATg/GylV7dkTdJ8JEBOkcnIMtFQpVdnMImMy5HCRhZ+MDHCO3fq21TUuBy8YtfVaeHxRMjJMg+dHSt1qrWaJGo8Dl3n2sUyJqSAwMzpJC27/BiRsGJmaVbvXeYUBavDxMRSlKVskn8/1cctnW1F7cRNPBlu2t3GK67bxg+OFZ4jl82MMV8p6RNe1i/khvpnsCYSpIt08uXpEN0H20FRmB9b4OxDg3Rft5VzJws5oqa2AIbLSAXVNesXRZ6Ag4GfnCZV1MxbnlxGQOXDD//xs7/YFyE2DdM1ALPBw+0N/0paDqOqChOJc0yl9R5UUl6j0baPrJJEAAyii7m03oPKKOtsd3WSklOAiqx6uZjQ1z/J5Nnu9eI12VFRabB58ZiuXh3KQ5OT9JV1WD1U18DJKX1Y0uyQOLOijen0BRDCWjM9SRQZV/XKDn9+9GFuaW6raM3+fOBHvSM6I5TK5mmutlLlsmMySpiMBh6d0yffM2mZxVmR9ew6sM7e6jrU5VhJI63e7eJ8GSX+2NQM/3b8NL9ynd5T3MTlYTUb+cR7XsqR7hb8bjt7OoKkU1n+4s/u4djRUcxmida2KkIT+lBddbWTlUH9vZZYTzHep3lN5x4dZu+Nncycn2Hq9BhTwM6btzM0uECw0YfbZab/gQGattSWWHzra3GSMb1Qq8ly9dVWXqjYNEzXCFymVlwUVK19lp0MRu8jXtbmosrczkzydGnbIJhwSQFi+Uhpn99Uz0xSY4ipqkC9dQ9zKW2Cc4oBHl6YJV9kBQ5Hl/jh3CCvaOi+4tc0G4vyn+fO6PadXlqgwe1iNlpYqbb5PTqjBDASX+XWba0kElkMBhGbzcj9oXHdmGQ+x9G5aRpdeiWC5wOTy2sV+6wmI33jZYKx2+s5Oa0Z5K6OGo5FtFBe3/ICh9oaCEWSOC1m3GYzc1H9an5pvVI9fhM/H4IgcNchzYM2Oq38yafeyKc++R0ee+QCw0MLOJwW2rvrmRxeYM/BNg7fsIVvfO5eVua13/Ry4btcOsvKrGbUzj10nl03dnH2keHSdt+Dg7zht17G0e+c4Gf//Rg7b9zG8IlRckUGavf1z713/0LBpmG6BmEULRwOvIcHl/4Otah0l1U2yOKrWWosHmLxSGmfQdSvwARBpcmaYDElIgoiAgL5bAN5VV/n8Zlz97HNVYsoCuQVhTqbG/sV0M47NjdDbkP8PafIBLx2wqRI53OkDTJG0UBO0SR4BGAsvcZMMV8mxgpKDuMRbSIIOpy8Zus2rgW8785DPHBmlIkyeaLFNb1g7MDIArs6alAp9DyKSZX1AKqoMhGLQKzQ2ddrtbKW0n73t+3fXfGeTTw9CAKc6Z8mV5R8iq+nGU9l+a/7PoLHWygivvmunfzlb32Flbk1nB4bqUSG6kY/yzNarjSfrSzD2Ni64uj3TzN7fpqpwQLrdGUmRLCjhtvffjN3vPNmalueHyWPFwI2DdM1ioBhluusZwFQVRiSK9UZRBQCRm0CNAmVDwuqgIxS6mrruUxNjdVg5BUP/ENp+7VNe/jU/tc820vglzq38+9n+hhY0fJKHV4fvYtzpZqkmfUoh+oaOL6geQ/7aoL0zWhelKICORVJFJFlBbvJxIf2XYfZoL99FUXlXx87xWo8yXo6w+v37WBf89VXTLCYJD71jrv49tEBAi4bXoeVz3z7Id0YQYDptSiRIrOwqc6j6x/lMps5N6sx+aKZNLtqavBnrATdLvY1BGn2ea76tbzYMT21ytoGWnhTc6BklABcXjtv/OBt/N4bP1/aZ7GZ2HlDJ8gKK/NrrK7EaeyqZ6ZI2vEHvWTTlYuN0Lw+VDg/usSbfufVmK2/GA3/nik2DdM1iLwcYSH6udK2IEC7aY1Q2X0vChIpWU8kMAnRYvFtITujqjCbtlNeBJQSLuAyBnRCrnZJ/5D873Q/r2/ey/7AM1fdhkJu6NO33sl77vk2JoOESTRgNUkbhR84tTDH4bpGFLVQsKoqlcnkUCKFy2hhLZcikc4xuFxJonhgeIy/+smjpe2Tk7N850PvwGa6+lTc7U01bG/SdP/WU1k+/31Nfml7Wy2n5rXQ3vRChIM76wmpKexGI26jhYfX9PlAp9XMt99991U/918EfO+bJ/nZfQOcPzfDjt1NXBxbJpvNYzQa2NZZh6qqOlWH8UF9HrRAhhA4d1RjuEpGAz137WFpYpmZkXkySTtb97Vy4fQE7oCTxm31rM2FiK9pz5+3xr1plJ4CNg3TNYjV+FeRFX1Rnlnpo9v5GjJyGlARBDcTZTkngFhuji7nYSK5PAgCOcXD2RV98WpGTXBjsINIWkAUwCga+em8PjEP8NXx48/aMAGkc3lCES3E0dNcKbGyq7qWY7Oax1TrcGAxGEjLZW3Ra6o4Pq+N+frgWV6xZSvXNxaaB6qqyhcePKY77sxalL974HE+9rLnvp32u2/r4dzkIpFECoNBJGOQK8aogsrIaiGPaBAEOqr8jJa1h3/n/j3P1em+qJFO5/jC536MXNQiHOqfpnVLNWZRZGpgjvv+/TGUaIpf/7+vKakvXK7RpLwhfJfPycTDcWaKHZjjkQQXTk+w57adnD16kcFTkxgkkd137mX0xAVufO1Bbn/nc38vvhCxaZiuQXhsr2Ah+jlUNMlxQawinzsKxR5NRkMAo2Aqdb0FkAQzY4lZ1vOFJLmIGY+xiUhOC/cJCGSFaRJigRChKrDTu5dza3oP5O1tz744VVVVPvvIo7p9p6bm2BL0c3GtEK8X1II3VI7FeJyDdfVMr8WwGCWskoGzy3phV4B/6estGaZkNldSFi9Hrfv56Vqazcv0jc8RLYbuqrwObCYjyUuFxUYDg1GNlCKrKutCptDHySJhMxu5rqnheTn3FxsuDs+XjNIlGGSVi72Tpe37v1NY5H3kU28A4DXvuRmX187f/u5/4fTYqGsKIFaKRRALrVfsW5oNc4lBLucVBk5N8oVH/5TW7Zu/51PFpmG6BmExtlLlfBfL618q7cuJXciqxnDLyqtssR/mfFyrZXKbuplKa+w1hQydDhvHyxLxXc42xspUygUB3LY5pIi5xNS7tbbzGXtLU9EI51eWSefzhFMpTs7NbRgh4DdasVXXklcKxI6ZtWjFcQRBYCmhsdD2BGt17ccB3rZTIwPYzSb++FW38Rtfv6e0z2+38eae54e1d8+J8yWjBLCyFmd3Z5A0MiajAZvNyE/W9B2IRQMM5ZYKLTHi8JneR/jE4eemHcmLGTV1Hto6ahgf1RY3tstQtQM1emWNW17bw8LUKl/57A9ZXYgAsKWng8jiGlW1bnKpDCaTgeWZUIkMIZkkVhcjFceua6m6chf0C4BNw3SNos792zjMhwEVVZXpXf10xRhFmSFg1mjeS+lKjyGVv8AO5zYuBZIMlyFIpNRV9td0EcvlUBSZLd5n1uJAVVV+40ff51yZd7OtqoqRldXyUcyl1plZ14zRgZp6Xf7FZjQyvFz+HpgKR3CbzUQzheLbndU13Nqib5R4+7YO3rinm7GlEJIgsrclqOt8+1yif/wy3VRFgYEZ7bvZ31VHb1QztrVeB9PLkdL2l8+f5s7mLVwfbL6q5/piR3WNm8/98y/zN5/+PsvzEeRUlrXFCLUNPhbLKN9t2yrDzOPn9Qur0YFZOnfUMfiIpsrS0FGLy+8AQWDy/Cz1bVUsLcZYjyQB2HvzNixXsaXGixGbhukahUF04bHdUdreIscYDH1SNyatNrKQ1hQiAuatLGZVytkFPvNWTkW0lblb8mAUjLoQYLN1Cw+WeSPfmnmUu4J76HI9vdDDvWMXdUYJYF3JYDSIpV5DexuDnFrVP+wnF+e4rq6RVCaHJBpwmU08NK0nAqyl01zf3MRiYp1UPo/TZEJRVQxlCetsPs/jA5OlYtdzY4u8YncXW+qe+3YRv/2aG3l0aIJYsmBIJYPIhVBIN2ZmMsLOjhpMBgNGDEwnKrvhes3XRhO+FzqsVhO7d9Tz+W9qdX5mi5HdB1uRZZWF6RBf/usf09ASoHWr1jhwaSZUcazoUkS3PTu6SJMUZHq4sBi52DeJp8rF3R95OXfefQO1zc/9/fdCx6ak7QsEjc7X4zRqbaNtxg4uJvVFp6uZC7TaWkvbDoOXM1G9EYjmI2xxtuCUHLiNLgImP2fC+kJOBZW/HbmHJ0NeUfj8+Yf58zP384nTP+LrI5Utqhfi67RVewl4bTidJrhMnN4iGRibX2NwdoUz04v0TS3i39AVNeh08PjcNKNrYebWYzw+O8O/n9V/3ndOnNcpMORkmY9//cfk5EriwdVGjcfBJ+6+kzv3buUdt+zjV195uEQVvwSjQWRsbJVzI4ucHpkjkLXrXj9Y08B2/2aty5XC8Fm9+nwmnSMvKwz0ThJaWWd+OsT/eesXGDytLYr+6EvvpXNPwWMVDSLtu5vIUckaLS+2BYisxHjFu2/eNErPEJse0wsEoiBxQ/23uCTUs5Aa4kz8ty8zTvtbRUESjORU/cScV0SmEgqgoKp5qk0B1nL6SXPbU/CWvj15hr8bfLi0HbS6dN4RwN7aOk4taGGtU/Nz7Kyt4dyK5lnt8QQ5NamNiWez7PTXEEqmSs5fjcvJXFKfaP7Lo49iiMN6MkMsleHirL6rLUAik33e9OVu3dXBrbs6StuzsSjfOKnJSLXV+jk+p02Ww5Or3LirhSQ5jBi4pVYfqtzEM8NaKM6xxy4SWqtUzoitJXXbmVSOfFmTyup6H5/51m/yl//3Wxw/P8f5dA5HSx0dTVWMPnCO6uYAte21RBbWmB4qEyK2mfDVeq7aNb3YsWmYXkAQyhTAg7Zuuly3Mxy7v7TPZ2plOD7Bpdk8IUfZ6d7JiTVt8vMYPfSG58qOCZIhi4hQ1Jgo1DW9s/WJ262n5RyfP/+wbt98KkZPewunx1axGA1YJYnpaER/DQisxVMc8jcgIgIqqxs0xAAWYuvUOOzEs1kSudxlFbu3uv385fe0c6h1OTAbJV332/fedhDDNdLr5ndffjORZBq72USdx8lDE5MVY5JRmbOLBYbkwNgyt7W0syXgf47P9MWDf/+nn/G1f3ukxJLbdf0WBo+O0tRahctrQ84rFe9p69LnmkxmI4Pza8SLbSriiQxDwM4btzNyapyV5VEko4Hum7czemqcI6/cx61vOfKMut1uooBNw/QCxvVV7yWrXCI8CCymk4A+Jr6YGqTTcYBs8flTMZNTJ3VjFtJL9Hh3E8/nUVXY5g7iMenDSgD/PdbP96fPk5HziMBaptKgYFTI+5KXiGV0mxtYTupXpY02DycnNeO4o7oyXNXs93BySRtzem6eZo+HqTJDl1/VEzkWY3F6mutZjsSxmo04rRZevu/Kd619prCbTfzt215V2r51oZ03/ct/ldQfalwOzi1qiheZvMzv/fDHfPudm0W2zxTHH71Iufj32XMzdG0PcnFAu7e6e1qYGFmkqaMGGTj+yAVuf6XG+Iwn0ixubPanqkwMaAu+fE5m8MQ4/3rikwTbatjEs8OmYXoBw2EM8KoGjRBxIvRjJpNf1I3xmxt5LKR5UTXmKp13BOCRPDy8NFmii58Oz/Lqhv1scWlJ4Egmxaf7H2A9p7WkOFTdwMmQVpxrMRi5ENGz6ZaECDajRLLoxdglIyML+jGDy8vsq6/j/NIKNpMRn9VK/4qeGp5XVAIWO9VOO7KioKgq8+cilV+KADMhbRL5Qe8wrz105QVqrwR21NXwBy99CaemZ6l3uxAkkS8cP6Eb0+L1Pk9n98JHNptnYkxfnyegMjOuD/kOnJrE1+Bj8HwhnDz8R99mZGCWD3zkLiSjAYvZyOtf18O3vq0RJ2q8NtbSOd1xTBYjtZu08CuCayPGsYkrgh7f7QSt+rzEcsZBOUtvKbPCXq++Rskm1JaMEoCsKvzpuXtQyvb94/nHdUYJ4NTKHLu8QTrd1ezw1LLf30gkq89VraTjHOqs4dC2Kg5s87OvNUAsU9lvSRAhacixKicZjYdocFe2s8iQ48TCLL1L8/QtL9C03ad73WKUuDCnN3p/8Z2HmN9A7riW8LYDu/nc61/BR2+/kf9z8xGONDfqXn/Hvj3Pz4m9CGAySfzhn70BS1l32PYttaVeS5fgcFlZ3dCX6Z7/OUk+X8jNSpKBD33wdj7+B69mR2cd3Q1+EmMhul+yA9GgTaHdh7dstki/QhBU9TJdrq4RxGIx3G430WgUl2uzrfRTwWMrP+Fk+FFUCjmpY6HlkoDrJTRZG5lddyGjoigKOVVlOqEPAVabnWSUPGk5R06R2eVu5dE5vRfjNlpQDFmScmHlWGV2EE3lScnaStJhNCNKeRJ5bTLYm++gd1ILWfltVqJqmmyZEnmLx8NsLFYKc3X4fVxY1xsdgBscjaQTeYySAbdk5rFzkxVj/uG9r+Gm7S8MIsHiepzPPPgI9W4XrV4Pr+3evpmreJYYHVngC3/zYxbm1lhdXmd7Zy0TZ2fJZvIYJJEd+1vp79fLcjW0BPiX//0N3b50MsvrDnyC8imzucXH4Rs6uPl1B2npqqyD2oQeT3VO3wzlvYiQVbL8aPG7RHJaL5m93m5OhfUP3VLSynBMY8V1OCtzPEGbl/417X3nYpO0OKuYXNdWlp3eAL1lwqMrmTj7/c2cWNZi79u91fSuTeqOfdE0S2t1AFUAkyTis9h4fFav6TcZiXDjtnoicoqsLOM2mGCD+osoCEyl1lmIFV4wiSKNPpfOQ+oMVnHjtlZeKKh1OvjrV73s+T6NFxUMkoFzfdq9fH5kkdbOWmxGiYnxFfr7p+nqrmdidJlMOofTbeXOV++pOM7U6BIb1/GhcIp3/v5rNhcPVxibhulFhAeXf6QzSgBLqQv4jVVE8nFERBoszfx4Tl9zMbq+zOFAOyuZdSTBgMto5WRIL5cjqwq1biP1zjoEocDmGwjrG/wBTCSW6fb7yasKeTUPYqXShMlgYFoKkZFlyEOr4MUgCshlquJNPhePrI6XMmGqCntqG+kvIwfsrarjzJhmYLOKgsEvIa4JmCQDLpuZ995+YHPS+AXH0LnZin2iJHK+jAAxPDBH54563vNbd7BzbxMGqbLgTlXBZJbIZrR7uqmjevP+ugrYNEwvIuTVXMU+BQWLQcaoFENpYoJCLZT+YXpPx00cDBTCXVk5z5se+Qcm4vrQmdEgcDYyVtreHWjlsQW99E6HK0BvWPOi1rJJPCYrkazG4Gs2V7Moa5PCxPoa17U2cWJMCxX6AiamymysIMB0fpW9NXUYBBGDIJCNVxbOLmeTqEEDa/k8a+R5YG6Cu/ZcO8y8TTz3aGzxY3eYScS13Kb9Mq0nfFVO9hz4+d511+5G/uo/f5U//a3/JLQUY++RDl5193VX5Zx/0bGZY3oRIatk+dT53yWU1VhHLfZt9EcmdeOqpJ08UMaMO1LVwRcOvUs3pjc0yXuO/ktpu8HmYyEVLsiBFyEiUG2sYTRWsCBVZjuxfEJHpADY620mnVULBgWRM4vLpGS9J9Xk9GC3iqTlPCk5S53VQ/+q3uh1e2oZGC/TNnN5mV2KIZfdwgcb6zkxo1e7+MJrX8UdWzvYxC8upidX+X+/+98YrUZMVTbygsrisRmSZcbqnR+8hbe9/yVPeqz1aGGR5XRvykU9XWzmmH4BYRJNvLnpPfxs+V4ECq3Uz0Yrey2lmODWulZEodCT6Y1NByvG7Pe38IqGLlbSMRRUrAYLC2k9QUJBpcpiYzmVIiPnyasqVoOR9byedZfPGDhd5lkdqmnk+JI+p1Rtt9IXKasLURTcJgvRMpZfJq5fQ43H1riuqYGhhVWcZhNOi5lzC5XtMf7n7MCmYfoFR1NLgMN37+Wfv3MMVgsKEA17AtTPpqlv9HP9LV1cf9v2p3SsTYN09bFpmF5k2ObaxTbXrtL2v078Bz9b1is0BC11DMc1aZz7lrIc8HXpYuW94VEeDfWXtkVEGm01zCQ1j6Xe6uXY8ixqMSyYyebZ52/gTBlpotrk4vSiPhd1enmORoebmXih3qjJ6aFvbVYXXVzLpriuqrnoDalIgoFjQ5U5LVlSiUpponIaEtBTU0/fBvbgu3v2/ryvaxO/QBgY098/s+txXvnL1/OeVz/73mObuLLYNEwvcryx4XWcCp8uNQ80iUbm03qvYmh9hEdXj3Jj1RGg0L7in8Z+qBujoGA3qbiyNoyChFE04DC4UNGrOpwOzXJjTTs5taAiIckWplS9UnhOVah3OUkKKRL5LCkhicNkJr6hTioupzgf1SaTnuY2jk9qRscoikxG9GSPC/FV/DZrQWcP2F1Xy5HmZ9+JdxMvfEwuVKq372irvczITTzf2DRML3I4jQ4+2vnbLGeWERFJyCm+NPEfFeN+tvI435m7n7yaQ1YV4nlbxRhVMTC/LkOxu9N+f6WGW6Pdw+PLYyXvxyxK1Nm9LCQ0rnejw83J0FRpTDibYr+/gd6QFsrb6q5iMLJIOeGpPz3Jtqp61jNZbEYjNXYHj2xojxHLZdjZWIN5PcJ6LkvUmCadz2M1Pj99mTZx7eBz/+e1fPhvvsP8SsFTb671sq11Uz7oWsSmYfoFQJujhTZHS2n7fGyYx0Oa9I2IgfnUCmtZTcqnwWplJqmx91QVkmkL5cVEvaEZtrqquRDTZF/8ZhvzKW1lmlHyNLsklpICVoOxYFAcNuYj+tVrb2iWG2tbySg5FFXFJhkZ3SAGLaOQtCSZyUYhD/MJM36rlVBKY/wFbDaOL86SUwrGcy2d4i+OPcL/u/GJRWk38eJHW72ff/ujt/LjY8Mc3tlCc53vyd+0iecFm4bpFxBva3oT52MjZJUskiBRb23gXPSCbsxsapabqnayWmwbIeHgR1MLFceyGozs9zeiqCqyqjCfrAyXpIUMkj1NTsgQBYymSjZOm9PPo8tjJQ9JQqDJ7mU6oYXqdnvrOTWvhSHX8xlaAn5CMwXDpKLS6vVyYlFft/Llc6f5tf2HqLZVCtNu4hcLXpeNt9y57/k+jU08CTYN0y8gPCY3/7Dvs6Xts5HzFYZJQGA+vcJCumAYBFWg3bmFsXW94ckqMmfWNHr2Tm8dq5mkLgTnMlpBiJS2T4Wn2OapYyiieVp2o6R7Tx4VAwLNDh8WUcJikEhkKuuWLiaWaa/xEk6niGUyqGJl9cMNDc2bRmkTm3gBYdMwbYJdnu3cEDjIo6taeK/D0U7vmkbpVgWVgGOdybhQqhvqctcwFNUznc6tLXAg0MxyOorZIOEyWoqt1DWrIwhgNsKB6iB5VSavyoTTlU3crEYj5yOah7TLG2RjcfBuT5Djc5phPLk0y45ADYOrmtH70P5N1tUmNvFCwqZh2gQA72x5A36TF6NoxChKPLoyVDFmNb/AgapuwpkseVXGZbo8oSCtZJkveloiAu3OKsbW9TVQgqByJqoRF7Y4a1hI6cXwcoq+UPfs2jwHahs5ubgAqLiMZi6GNoQOBZBFmZ7WWnJqQYTWY6us8t/EJjZx7WLTMG0CALfRxd3Nry1tb3Fs5aNn/lY3Zou9jQdmNe9kOhGm29vAwJqWe+p0VTMUnS+F5RRUEPMYBYFc0dPqcAYYiMzrQncX15e4vqaVhJzGZBCwiWYeXKgsDpaMKi21EMulyStJanJthNP6hoVOh5FTIc3b+8jR7/O/L30XZsPm7b6JTbwQsPmkbuKy2OFu45V1N/D9hUcBMAgio2t6GSFBgNVMhG5vbUm/ThBUBH1pE9OJMAdrWolkk2TkPD6TiYlEpV5fVowymSgYOVWF3f52zoQ0oyciEM6HWMsmSp+ftYWwSUaS+YJOYLXdRn9YL0k0tLbMPw7/mG1+kVguiiiIvLb+jZvim5vYxDWKTcO0iZ+LD7S/jne3vgqzaEQA3vXYl5lK6MNtdTYXAxHNEHQ4qxCAcgrCFmc1J1Y1tfKpRIh9vkZOhzX23DZPFRfXtW1BgDV5oShLlMJpNLHDV83Z2Lju81fzUW7q7CSWT5FVsxhFiVOzGwkQKsvyYwyWeXtek49bqm9/2t/JJjaxiauPTcO0iZ8LSTQgiZr8/5/seTWve/AfSzVCUAiplWN0fYX9/iZ6y1quGy7jmYzGl9nra0AUBAyCgEmSmdEfilg+QU+9kZlkGAUF0ZzGLBrIlH2+VTRybn2KeF5785HGNh6e1kgZNzc4WcmO6I79zZn/wi3VEpfzhDNR2hz17PJs6ultYhPXAjYN0yaeMtqcVfzpntcwFF3AYjBiFA18fvhnFePS+Sz1Ng9pOUcqn8MgVLabDto8nIloeaAaiwOrwURK1jrd7vHVMZXU2mwsZ8Icqd3Cz8pqmbZ76ukNT+qOfTY6we1NbRiEHEZDngZPgrGE/vMlUeJPBr9MSimEJ12SnX/s+V385sqW7pvYxCaeW2wapk08LbyycRevbNREYifjIe6ZPasbk5Zl5pKR0vZCKoZTMleojpdjKR3nYKCewdgEbqMZh9GIICYqxo0lxnlZQyM5NU1WzaDIlY0Ia60uBMuDKIJKBphKGvGbAoSyWquPKlMbw4qmeB7LJ/irka/zZzs/sJl72sQmnmdsGqZNPCt8bOddPL4yRiiTwGow0uWupS+sb2kRzia4oboZlyWOQVCQRIHvTy5XHEshSbNbU3rwm7qY0RPu6HI1MpbQioEFVmmxtzOZ0GjjO7wSsbJuuHk1h1EwErQ0IYkWBCTG4xvihhSUIzaN0iY28fzjqhumTCbDoUOHOHPmDH19fezZs+dqf+QmnkN4TDbuv+P/IIkioiAysb7K6x78AllFr9JgNC4wn9UIEHc1dXNPeYtaVLzWGMkyezEWv0CjNchMqmDERESiZU0QC++SaXImaXLUYRJlDGIOUZwGfQkUCi6Oh5a5pPXX4WgA9DVQb27cJENsYhPXAiqD/1cYv/u7v0swGLzaH7OJ5xEmg4RYzCO1OgP85ja9YOoubw1r8oRu32xmkH1+N812id1eMy9v8DOX1nesVQWFoNXMIZ+HHq+FPR4Vw2Ucmia7CIbHyArHSKm9uIwmHRFdVWF5g4M0Gp9ll7udarOXdnuQw/7t7N4kP2xiE9cErqrHdO+993LffffxrW99i3vvvfdqftQmriG8s/0wBkHEKBqwS2YWM8M8pBd+QEXl+ppRsvIltpyVBN2sZCK6cYq6QDSvGaxaawuhrIBaJKRbDSaWM2O69yykZ9jm7CaWSyOJRiTBygPL02ysmzIIMll1gVAOQjl4dPUEN1ZtyhdtYhPPN66aYVpaWuJ973sf3/nOd7DZKnv7XA6ZTIZMRkuQx2Kxq3V6m7iKMAgi72w/XNpOy10Mx8+wlNHCcB32erLyo2XvStHtjPNgRjM6nc5movkzumOHs5PcWrUbSVxHEmQEzJyKrLIRCVlhLKnVRR3wbeNkWd2UzWBmPj2pe8+/THydTmc71ZbAM7nsTWxiE1cIVyWUp6oq7373u/nVX/1Venp6nvL7Pv3pT+N2u0v/Gxsbr8bpbeI5hsVg5gPtv0ydpYZ2eys73dtpsq5XjMvKQ7y0xsNNAYHDvjTN1jD6Ut2C0TNw+v9v7+5jojrzPYB/z5yBeWFmUEAR5G2YRXEroOHNGyWFrFt0TTe20fbe2ARsa9IbIHht02KbW9KkvVYvtiamad2kAekbrewqsds0EBtxr5duLdZUXUGxi3CZ8uILMKDMDDPn/sEKnqLCdKXnQb+fxD/O4czMbx5xvj7PeeZ5MOz9KwY836LfcxzJVofqmtCgCFwYUg8ddo+0Id4cjkjDXDgsUUibEwe3Xz2+d8M3ggHv5LqI6JclKYoyeZ+AOygrK8POnTvves25c+dQX1+Pzz77DI2NjZBlGe3t7bDb7VNOfrhdjyk2NhYDAwOw2Sbv4UOzV5vrL/hz12uqc2HBS/D36+odaecZUtAyNLHaQ1poPFyeb1XX6GCAT0qFHn6YZQkexYama+rhPQCYb5iPXvfYRAqTbAIUM655J3rlD9kW49WH/uOffm9EdHuDg4MIDQ2d8jM9oKG8559/HoWFhXe9JjExEV999RWamppgMKhXdc7IyMCmTZuwf//+2z7WYDBMegzdn35lzcFi22/QOngEwNgEhSHf5P2WBrxtSA+1Q5b8AEYRpPPgp30ak07CSvMfoShj33tyK3PREvRbVejYQxLw9+H28eMbvhuINUWg3zsIs2yGLciC30Vxl1siEQTUY5qujo4O1f0hp9OJ/Px81NbWIjs7GzExMdN6nummK81OHt91DHi7YZQtCNZZUNu5CxeHTqquiTUnYdAzcZ/JoLNAJ8m44ZvYBj7HFgWj7yvV43r8q/Dp5QjY9GbY9MHQQYfWYfWsvxA5BINeGTf8Y7309LlLsT353/ldJqIZMiM9pumKi4tTHVssFgCAw+GYdijR/S9YNmOenDh+/PuFJXi3rQQjvolNAxW/ejqf2z+ESOMizA+ywCDrYZAkmJTv8dP/XcUGXcKLkX/BzXtUXjkT/zUcgVtn5kWZYtHjnrgX1XztDL7sPoa1UQ/fs/dIRIHjyg8kDGtQODbEvoQfb7TBJFthlI042r1r0nXz9R5g9GvgHyN/I4YUBPu6VPs7GfXz4PFM3K8K8p3AU5Hr8WGPB0adEXOCbLjgcuKnTvX/jcFEpLFfJJgSEhIwAyOGdB9KtKQh0ZI2fuxXhnCk+63xYxk6BCut8NzymGvu01hg/BfoRv8GWTcHsi4MHs93k547LrgH0UYzfMogFPRiiS0N315Th9P6hb+95++JiALDHhMJ7aHQtegZOY8hby9McijCgoIwOLxv0nUexYDrvhHA1w3gR8QYl2HU26y65n+H5sCnTEydGB5tQZQxBj+ODCJIkrA09FdYYuPqD0RaYzCR0CRJwm8WbB0/VhQ/TvnO4NrI8fFzshSCEc+tK5xL6HZfQqQ+Ej5/DyTJDJ8+E+euqOfzefxurJirx4D3Mm74BhCsc6Lf82+YE7xght8VEd3NjK+VR3QvSZIOv47YgSBdOILlebAEJSPclA0/1FtkjCrDMFu3IyH6AuwLLyIq/A+w6ueqrjHJJlxxnx6f4efxX8cXzjfhVyZPWyeiXw6DiWYdgz4Sq2KPY1Xs/yBrYR2Swv4Tsk499dSoj0eEZQN0urEZoSF6G/41rgTSP2blSZCQFBIDr6Je/cF54xyuev4PRKQdDuXRrHTrd40M+mg4wt7A+cslAABZsiAmtASSJKsek2RNwdZF/w2jbIZVPwed10/hj53q+1DxIcsRYYif+TdARHfEYKL7QkTIOlgMaQjShUHW3XnR4CjTROjYLZlID3sczVf/NH4uK/yJGa2TiKbGYKL7hlEf+Je3c+ZthsOSDWvQPFj186DXBc9AZUQUCAYTPdD0umDEhSzTugwiugUnPxARkVAYTEREJBQGExERCYXBREREQmEwERGRUBhMREQkFAYTEREJhcFERERCYTAREZFQGExERCQUBhMREQmFwUREREJhMBERkVAYTEREJBSht71QFAUAMDg4qHElRET0z7r5WX7zs/1OhA4ml8sFAIiNjdW4EiIiuldcLhdCQ0Pv+HNJmSq6NOT3++F0OmG1WiFJkiY1DA4OIjY2Fp2dnbDZbJrUMJuwvQLD9goM2ysworWXoihwuVyIjo6GTnfnO0lC95h0Oh1iYgLfLnsm2Gw2If5iZwu2V2DYXoFhewVGpPa6W0/pJk5+ICIioTCYiIhIKAymKRgMBpSXl8NgMGhdyqzA9goM2yswbK/AzNb2EnryAxERPXjYYyIiIqEwmIiISCgMJiIiEgqDiYiIhMJg+hncbjeWLVsGSZJw6tQprcsRUnt7O5555hnY7XaYTCY4HA6Ul5fD4/FoXZpQ3nnnHSQkJMBoNCI7OxvffPON1iUJaceOHcjMzITVasX8+fOxfv16tLa2al3WrPHmm29CkiRs3bpV61KmhcH0M7z44ouIjo7WugyhtbS0wO/3Y9++fTh79izefvttvPfee3j55Ze1Lk0Yn376KbZt24by8nKcPHkSaWlpyM/PR29vr9alCaexsRFFRUX4+uuv0dDQAK/Xi0ceeQTDw8Nalya8EydOYN++fUhNTdW6lOlTKCBffPGFkpycrJw9e1YBoHz33XdalzRr7Nq1S7Hb7VqXIYysrCylqKho/Njn8ynR0dHKjh07NKxqdujt7VUAKI2NjVqXIjSXy6UkJSUpDQ0NysMPP6yUlpZqXdK0sMcUgJ6eHmzZsgUffPABzGaz1uXMOgMDAwgLC9O6DCF4PB40Nzdj9erV4+d0Oh1Wr16NpqYmDSubHQYGBgCAv09TKCoqwrp161S/Z7OB0Iu4ikRRFBQWFuK5555DRkYG2tvbtS5pVmlra8PevXtRUVGhdSlCuHz5Mnw+HyIjI1XnIyMj0dLSolFVs4Pf78fWrVuxcuVKLF26VOtyhFVTU4OTJ0/ixIkTWpcSsAe+x1RWVgZJku76p6WlBXv37oXL5cL27du1LllT022vW3V1dWHNmjXYuHEjtmzZolHldL8oKirCmTNnUFNTo3Upwurs7ERpaSk++ugjGI1GrcsJ2AO/JFFfXx+uXLly12sSExPxxBNP4PDhw6p9oXw+H2RZxqZNm7B///6ZLlUI022v4OBgAIDT6URubi5WrFiBqqqqu+7B8iDxeDwwm82ora3F+vXrx88XFBSgv78fdXV12hUnsOLiYtTV1eHYsWOw2+1alyOsQ4cO4bHHHoMsy+PnfD4fJEmCTqeD2+1W/Uw0D3wwTVdHR4dqi3en04n8/HzU1tYiOztbmH2jRNLV1YW8vDykp6fjww8/FPofghays7ORlZWFvXv3AhgbooqLi0NxcTHKyso0rk4siqKgpKQEBw8exNGjR5GUlKR1SUJzuVy4dOmS6tzmzZuRnJyMl156SfghUN5jmqa4uDjVscViAQA4HA6G0m10dXUhNzcX8fHxqKioQF9f3/jPFixYoGFl4ti2bRsKCgqQkZGBrKws7NmzB8PDw9i8ebPWpQmnqKgIH3/8Merq6mC1WtHd3Q1gbNM5k8mkcXXisVqtk8InJCQE4eHhwocSwGCiGdLQ0IC2tja0tbVNCm520sc8+eST6Ovrw6uvvoru7m4sW7YMX3755aQJEQS8++67AIDc3FzV+crKShQWFv7yBdGM4lAeEREJhXeiiYhIKAwmIiISCoOJiIiEwmAiIiKhMJiIiEgoDCYiIhIKg4mIiITCYCIiIqEwmIiICABw7NgxPProo4iOjoYkSTh06FDAz6EoCioqKrBo0SIYDAYsXLgQb7zxRkDPwSWJiIgIADA8PIy0tDQ8/fTTePzxx3/Wc5SWlqK+vh4VFRVISUnB1atXcfXq1YCeg0sSERHRJJIk4eDBg6ptWdxuN1555RV88skn6O/vx9KlS7Fz587xNQzPnTuH1NRUnDlzBosXL/7Zr82hPCIimpbi4mI0NTWhpqYG33//PTZu3Ig1a9bgwoULAIDDhw8jMTERn3/+Oex2OxISEvDss88G3GNiMBER0ZQ6OjpQWVmJAwcOICcnBw6HAy+88AJWrVqFyspKAMAPP/yAS5cu4cCBA6iurkZVVRWam5uxYcOGgF6L95iIiGhKp0+fhs/nw6JFi1Tn3W43wsPDAYxtdul2u1FdXT1+3fvvv4/09HS0trZOe3iPwURERFMaGhqCLMtobm6etBv1zY1To6KioNfrVeG1ZMkSAGM9LgYTERHdM8uXL4fP50Nvby9ycnJue83KlSsxOjqKixcvwuFwAADOnz8PAIh+locdAAAA90lEQVSPj5/2a3FWHhERARjrFbW1tQEYC6K33noLeXl5CAsLQ1xcHJ566ikcP34cu3fvxvLly9HX14cjR44gNTUV69atg9/vR2ZmJiwWC/bs2QO/34+ioiLYbDbU19dPuw4GExERAQCOHj2KvLy8SecLCgpQVVUFr9eL119/HdXV1ejq6kJERARWrFiB1157DSkpKQAAp9OJkpIS1NfXIyQkBGvXrsXu3bsRFhY27ToYTEREJBROFyciIqEwmIiISCgMJiIiEgqDiYiIhMJgIiIioTCYiIhIKAwmIiISCoOJiIiEwmAiIiKhMJiIiEgoDCYiIhLK/wMH2dsaCkhvwwAAAABJRU5ErkJggg==",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"embs.plot(\"A00_min\")"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "950ce47c",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<Axes: >"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"embs.plot(\"A00_max\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "2c31bcb5",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "entropic-perma-risk",
"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": "3.12.9"
}
},
"nbformat": 4,
"nbformat_minor": 5
}