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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"import matplotlib.patches as patches\n",
"from matplotlib.pyplot import cm\n",
"from matplotlib.collections import PatchCollection\n",
"\n",
"import numpy as np\n",
"\n",
"from pymatgen.core.periodic_table import Element\n",
"from pymatgen.util.plotting import periodic_table_heatmap\n",
"\n",
"%matplotlib inline"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## plot periodic table heatmap"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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zsxP+/v6Ii4uDXq9XMakMJHAMiIs00wGZO3dur5foaDWHj48P5syZo1AiIiK6k2ilvbue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vd08+bNARkQ35vejpfTpk2T0+nUxo0b1dDQoMOHD2vbtm2aPn16wLsbnjt3TrW1tT1+zpw5E9A2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\nAADbkIAAAAAAsM3/Ac50PSCWoiMdAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f05c9cac5c0>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# https://github.com/beachkory/pymatgen/blob/36ae0596591a0cee167af735c5a0d2bd50ca695c/pymatgen/util/tests/test_plotting.py\n",
"random_data = {'Te': 0.11083818874391202, 'Au': 0.7575629917425387,\n",
" 'Th': 1.2475885304040335, 'Ni': -2.0354391922547705}\n",
"plt = periodic_table_heatmap(random_data, cmap=\"plasma\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## draw graph for each element"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# prepare visualized data\n",
"max_row = 9\n",
"max_column = 18\n",
"\n",
"values = [[None for group in range(max_column)] for row in range(max_row)]\n",
"for el in Element:\n",
" if el.row > max_row:\n",
" continue\n",
" values[el.row - 1][el.group - 1] = el.ionic_radii"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"def plot_ionic_radii(ionic_radii, symbol, ax):\n",
" # remove axis\n",
" ax.get_xaxis().set_visible(False)\n",
" ax.get_yaxis().set_visible(False)\n",
" ax.title.set_visible(False)\n",
" ax.axis('off')\n",
" \n",
" if ionic_radii is None:\n",
" return\n",
"\n",
" alpha = 0.5\n",
" \n",
" for oxi_state, r in ionic_radii.items():\n",
" color = cm.bwr((oxi_state + 8) / 16)\n",
" circle = patches.Circle(xy=(0.5, 0.5), radius=float(r) / 5, color=color, alpha=alpha, fill=True)\n",
" ax.add_patch(circle)\n",
" \n",
" ax.set_xlim(0, 1)\n",
" ax.set_ylim(0, 1)\n",
" ax.text(0.2, 0.2, symbol)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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whnX8QKnEAGka81YaM5D0bHpIjUf/M8tBImdSLv/g2jwITDbhlEtJGcz/LBT4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\n6//syTO6+f6xWOTXd5zjPzi+EVcrNxCY175A7pTioOsYRi4bUPmcXxumn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PvBgmiIUmq9\nUuoFVWhDw1N3QbBQAvqzyKYB4It//e53PzN60UW/e+9DD0Vu/uhH70IsHuGTXuTMCLCQn2Uv4kX0\nIeLxSiavPFMSSGLYXyilUshE/xDwtjq2yaMx+UPEQvbvSqnkkq//qnfjGogbkJD5xfwPcC8ibnyH\nVVY0Q2u9W2t9T4mX3oJ4gD2J5AP7IpLPajXyHmRs3A7MAf+FrBmrjiVr8weRkMUJJH/TF+rYtLpR\nYr/icTyvQ/YyRxFP7c+e+tfPGq4HhrXWT2mtDxW/kIPI7wF/hhRuOoSkb/gS4jl31qO1vhExMr0D\nyZG4F+mPbyJFVcaBMaSY1efq1EyP+uOdg0pzun75BbAVifb4F+B/aa2P1KOh1aa/nyNIzvQZThIW\n/bd/e9Md27c/88m/+Ztrr7/mmsDb3/KW575x58571ta0oaVRSCTOTuDf+/upWBXbvj4eAm5UyjAC\ngeDSc0+jU/Sg/9e+vspHJimlXobk4Py/xZ9prT+JRIj9E+J1ugspAjaHhBSfV+l2NAOq4Qs0jY21\nI4mqr0XCL0By9SRY3obKj8TXR5AHMo38we8iHj8bQjI8PDw8PDw8PDyaAKXUe4FerfX19W6Lh4eH\nRzMxOkoMiQA6BzEwNHouVQtxRLoLCRPOVeMm4+PEEaHY5CRh1Q2EQtJoHAI+0NfHWSliNxONLwgW\nkUTL5yCefecB5yICYXEiWOwqu7iQRtHzZSfwFPA48XhVHkYPDw8PDw8PDw+PIoUwYT/wIGLg/i7w\nJq31N+vaMA8PD48mZHSUIOJ9/VtI8aJqFx5dKV1IhOO3gFv6+6lqWrLxcXqQlC7nITlayw5LrgIt\nSEGPnyMFRKpZJ8JjmTSPIFiKsbEoUhk4gijwFpLHxUYSRR4CZonHm/hDenh4eHh4eHh4NCNKqWcg\nYcLrEM+NjwPv0U29Affw8PCoH6OjKCRv6/8G2pFieHUtCroIPzLfjwM39ffXroL6+Dgm8FwkhQeI\nMNgIa42J9EkSSdn0YKWrCXusnOYWBD08PDw8PDw8PDw8PDw8PFYVo6OEgJcCL0Q8BY/Wt0X0Ig5K\nXwVu7+/HrkcjxsfpBH4fuAIxRKVO/Y6q0o5Edf4Q+EZfX13b4lECTxD08PDw8PDw8PDw8PDw8PBo\nOkZH2YKEy65DxK8j1M4zzkTCYIPAI8Bn+/upe52C8XEUIghej9RTSADT1KZfDBb6ZAK4qa+Px2tw\nX48V4AmCHh4eHh4eHh4eHh4eHh4eTcnoKBYSRnw1cBEifE1SvVx6UaATCVX+JfBjYFd/f2MVOhkf\nJ4D0x/OBbUj9hcNUp9p9GMmdCPAr4HZgZ19fw4Rze5TAEwQ9PDw8PDw8PDw8PDw8PDyantFRuoEr\nEREsCuQQD7kUK/eQMwrXakHCgqeA7wN39/c3bGGT4xgfZy3wbOAqxHvPRfL6JWFF4c1+pE+iSDHX\naQp90tfHdCXa7FF9PEHQw8PDw8PDw8PDw8PDw8PjrGGR1+AliHfcekQQNBDPvqIQ5ha+KLxmsCB2\nFXGBp4CdwP00oDfgchkfxw9sB+JIv2wBfIWXFeJVWewTXfiZgYRHB1gQVdPAbqRPxoAnPG/A5sMT\nBD08PDw8PDw8PDw8PDw8PM5aRkfxAT1I8Y84cA4S5uovfGkgj4TTJoAnEBHwIDDZ3392il3j4xhA\nB7AWEU3XstAnPhb6JAvsQ6o6HwTmvGrBzY8nCHp4eHh4eHh4eHh4eHh4eHh4eKwijHo3wMPDw8PD\nw8PDw8PDw8PDw8PDw6N2eIKgh4eHh4eHh4eHh4eHh4eHh4fHKsITBD08PDw8PDw8PDw8PDw8PDw8\nPFYRVr0bUBZjYwpoR6rdWIUvB6kWlAOmicfPyuSfHh4eHh4eHh4eHh4eHh7/n703j5Isu+pzvzvF\nHJFzZmVNWVFTd6sHqdSaJZBDAowQ40MWwrAMiRdi2Yb3aOy3mAmFbQZjQDICjB+GNDNiMGAjGQm1\nolottdDY1d3qqbq7IrO6Kqsqx4jMmO/0/tgRlVlZOWfcGKrvt1YsqbMy7nDy3HPP+Z3f3tvHx8dn\nP/ROUZFcTgVGkao3x4C7kBLZzYpAG1ERYXAGKYU9DVwHrpNMWm24Yh8fHx8fHx8fHx8fHx8fHx8f\nn66j+wXBXG4QeAPwDUAfoCAC4CpQRES/rdCAWOOjAQ5SLvth4DGSyeveXbiPj4+Pj4+Pj4+Pj4+P\nj4+Pj0/30Z2CYC6nIQ7AdwCvbfx0ASi34OhBYAQRCJ8HPgF8lWSy3oJj+/j4+Pj4+Pj4+Pj4eEcu\nFwYONT5RZH1jICmTaohpohkZVevUZfr4+Pj4dDfdJwjmcncDP4CIdhVECHQ8OFMz/2ACcRv+IfBF\nkskuaxAfHx8fHx8fHx8fn1csuVwceAC4BziDpFFykPWM0vj/DpIySUWiqdzGv10HLgLPAk+RTLbC\nYOHj4+PjcwfQPYJgLhcD3gOkgCWg0MazR5Adti8Df0wyudDGc7eebFZBwqRDSKEVBQmtrgErpFJd\n8kf38fHx8fHx8fEBmvmyh5B82QlkDmcAJjKPKwDXgCWSSS82y326CekPp4C3A29GhL4K4v6rsHkO\n9Y0oyDqnuS4wgUcbnxnfCOHj4+PzyqbzgqBUCn4N4gqMAFfxxhG4EwoiCirAnwCP9kyF4mw2DpwA\njiCh1qeR8IGN7aggouAlZKfwMjBDKrXctmv18fHx8fHx8fFpzoGTyDz4LmQupzf+ten8arLe8VUH\nckjqm8eBy76wcwchqZPeBHwLMIbM3eeBVqxLdMRdaABXgL8Fvuz3Hx8fH59XJp0VBHO5IPB9wNuA\nOWTHq9MEgcPAM8BvkUyudvh6NiebXb9r+CbWJo0lpB23yoloILuEUdYmmxeQQivPkUr1hgjq4+Pj\n4+Pj49OL5HJR4BzwLmTOabNWLG838zCdtaJ5OrLB+/fABT8ctMfJ5caB7wfuRkRAL9dGfYgj9c6I\nkPLx8fHx2TOdEwRlMvRvgFcBM+zO9t5OjiAv4l/rqhdkNmsAbwHejeRZrCNi6n6FPBUYBsJIKMrH\ngfOkUpWDX6yPj4+Pj4+Pjw8AuVwE+FbgnYiQtwystODIfUA/Eg76ceCjJJPVFhy384hbbgQJoz6G\n5P8OIOuGOrCION2uAQs9G0qdyxnA1wPfiTgC59p05t6NkNpINqsh7sdD7KavpFK92Vd8fHx8Wkhn\nBEFJjPvvENHtSvsvYNeMIi/lXyKZvNHpiyGbPQFMAhNIsZVW7xqGkUnXEvB7pFLPtPj4Pj4+Pj4+\nPj6vLCQ0+H5kDpdABAnLgzMZiHC2BPwuyeSzHpzDeySC6H7gHUgBDXXdv9ZZS4mjIoJPExsJo34Y\neJpk0vT+YltALjcC/AhwHEmd1InrDiF95zkkQqqdudz3TzYbQvrKO5HIKYW1oio79ZVngU8Bz5BK\n9UZf8fHx8Wkx7RcExRn4b4GjwGx7T74vRoAqIgrOd+QK5GX3buCbkZBgrx2LfcAgcB74S1Kp7gyb\n9vHx8fHx8fHpZnK5PuB9SHTHAhIa7DW3zuO6Nf3NRnK5Q8DXIEJgCGmrPBtzYjfXLorCBjTEFRYB\nysAngc92bP6+G3K5Y8i6KAh03nwgomAe+FWSyXa5FPdONjsOfC1SjDKIOG0L7D4PfbOvRBGDxT8A\nj5FKdU9UWKuZmmoWmAki928BVSYn/agwH59XMO0VBHM5HXnpnaG7nYEbGUUmJf+eZLLU1jNns6PA\nQ4j9/Sre7ChvhorktSkBHySVmm7TeX18fHx8fHx8ep9c7ggSERNDNsHbuQuvIpE4i4i40w1i0+bk\ncgHgG4FvRwSdOaCO6yrUan2YZhzTHMI0B3GcCCJmANhoWgldXyQQWMIwVgkECg2hMIjM313gL4CH\nSSbbNYfeHbncCeDHEUfgUmcv5hZGEXfdL5FMXu/0xdxCNhsEvgkpuGIj6Z22ypu+W0KIAcQBPoKk\nTuquvrIfpqaa+eaTSE7KU0CctQJFIOPEMvAiUnDyReAyk5PdlsrLx8fHI9otCH4T8F5gun0nbRlH\ngc8Bv9e2SlzZ7HFkIqkhL7xO0I/snn3QDyH28fHx8fHx8dkFudwpZA5nIaJcp2gKHf+ZZPJyB69j\nc3K508C/RDa+ZwETywpRKo1TqZzBdUNIGKiFotRRFIs1MUPBdQ1cN0AzrFhVy4TDLxCJXEPX60iY\n6GEkX/nvkUzOtPcGtyCXOw78BCJm5Tt8NZsxjAiVv9g1TsFs9izSV0bxxiQRRBySl4ApUqmXW3z8\n9jA1lQBeh4jszee/jDgha5t8I4QIhWHkWVsrUnSnugfT6Y25SY+yFlJeRcaLK8B1YJFMxs836XPH\n0j5BMJebAD5A82Xfe6jACeCDJJOPe342EQN/AmmrZc/Ptz0xJPTkV3xR0MfHx8fHx8dnG3K5JDKH\nKyNhjHvDtlXK5SiWFcB1FRTFxTDqRCIlVHU/C9MBpIjJL5JMdkeEjuRVfBdiFCgAy9i2QaFwF7Xa\nSUBBUcqo6t7WDI4TwHHCKIpLKPQCfX0voKoWInBFgd8HHmnb5v5mSC71/4CsLfbuDHRdKJdjlEpx\nyuV+yuVBbDuE66ooioOuV4hEFolECkSjK0Qi+608PYqIlRmSyc2EpPaQzSpI2qT3IGsirwXUEUQc\n+x/Ao6RSveGWm5oykFyK34mYSZbYX775vsanCvwx8DkmJ+8MQSydHgXehBTwiaz7lzJr4eYa8vcH\nEUgXEYH0S2QyvZFb08dnD7RHEJTkwGlk96GTu6QHJYoMHj9NMundyyibHQN+BtkB7ZYQghgyofwF\nUqmXOn0xPj4+Pj4+Pj2MLPL7EIfGCOLOAVmEziOFN1Z6ZjHeJJcbQ+a8u3d+uS4Ui3EWFo5SKo1R\nrydu5sdzXcmV1/xfw1ghHr/O0NAVYrG9LPYHG//7AZLJzs4tczkV+C5EELyM61qUy2Osrp7DdQOo\n6iqKcrC/u+uq2HYcTSuTSDxOOLyAOICOAn8F/K+OiIIihL4feD17TZ9kWTqLi2MsLJymVusHXBQF\nVLWOotgoiovrKriuhuMYuK4CKITDCwwPv8Tg4DyattcKwhPAx0km/2yP32sNUjn4fcA/RZxru3MF\nui6YpoHjSHi5ptkYxl7E5SAScv/nwEe7fhyamjoB/ABSmGaWg4dRg4hih4CvAn/A5GT3ph3YiXR6\nDOlHr0GEv3nkXbMbosAQsi7/DPA/fWHQ506iXYLgdyG25e6w6R+MI8jA+GGSydbvlmSzOvCTSHhD\ntw28/Ui+jp8jlWpvLkUfb0mnA8jkRwFqZDKd2wnuBiTxcnOHVEf6fQHI+3lVfHx8fA5ANjuCODTe\niWwUw61VZEHGXBUR1B4G/pFUqvs3lCVX9o8jotPOczjXhYWFMebm7qJWG0BRHDSt1hB4Nvt9Bccx\nGm4whVBokbGxiwwOzm36+7czjlTh/ZAnc9jdcKsYOI3rwvLy/VSrSVS1jKq2QshYw3FCuG6IUOh5\n+vufQ1E0RDT5C+Dv2i4K5nKvRyoK59htTknXhbm5I1y//mps20DTamhadVd/c9cF2w5j2wF0vcr4\n+AWGh2/ssr+AuKWOI+7S53b7pZaQzarAP0fcXDPsVDCkXI6wtHSIYnGEWm0Q2w7cFJZdV0HXqwSD\nS8RicwwNXScU2mmuqyP3/hHgY10pCsp89e3Av0Dyvt8+TtZqQQqFwYabdAjLCt90kxpGkWhU3KR9\nfUtbiKaHkH7wYSYnn/TydlpOOq0jRYrei4jJN9h/LlcVGUPriNP4i2Qy3dcnfHz2iPeCYC43DvwC\nsgu2112pbkRBQod/hWTyqZYfPZt9NzJo5Vp+7NZwDNkd+R9d+WL02R3pdBC4D9kpO8Na4m2QF94C\nklj4CeAJMpk7M4fIeiTU4l4s651Y1quxrFsnTbpeRdeX0fWn0PVPAk8xOfnKEk7T6TAwxlooRRW4\nQSaz33AkH59XBlNTMWSj7zCyuAogi4prjc8sk5P7Ce3qHbLZIcSh8TpkYb8A7PRuCSPuQQX4R+DP\nSaU6nUZla3K5dyFi1/SOv1uphLl8+X5KpSNoWmXXAk+TNaEnSDz+MseOfXUXAgdIgYEpksnzuz9Z\nC8nlvgH4XmAax1FYWnoQ0zyMqhYO7ArcCtdVsO0+gsEZBgefQFFUROj5bZLJxzw552bkckPAf0QK\nFe7uvVkuR7h8+QHK5UPoeglN23/aJdsOYJoR4vGXOX58t/0FZHMU4GdJJts3TmWz7wK+G3methYD\nl5eHuHHjDOXyGACaVkdV66jq2rrTdcF1dWw7gOMYgEssdpVDh14kkdjO7dUUBX+TVOrzB76nViJi\nYHPdeIX1rkDXhXx+kIWFJMXikZupB1S11mgXF1BwHB3bNpAQfZdEYpqRkRkSiZUNZ4siY/F/Y3Ly\nc225v4OSTieAHwbOspVr0rI0yuUYlUpsnZvUJBwuEYkU0bTN+l0EeY9LbYFXuonCp+dphyD4PmQX\n+Kq3J2orw8AMyeR/bulRs9kTSJhJN+dZbOZS/FVSqSc6fC0+eyWdjiFhF1+HJBGuIhPTCrfumIWR\nMPEwsqP2CPBRMpluTHx9MKamDFz3ndRq30updJJC4RDVqka9HsS2tZuTKE2zMIw6oZBNIjFPPJ4j\nGPxTFOXv72hhMJ0ewXXfSK32Lur1JKXSAJYVAkDXa0QiywSDMwSDH0dRHiOT6TZnszek0wqySEgC\nZ3CcCcAATFT1ZcSFMw3MvKJ2kNPpKHAX8p44AyQa/7KCbDLkgOfJZO58l7lUeDwLvAPTfCumGcM0\n442NBhlXdL2CYaxiGEUM41HgPHDxjsnXBE2Xz9cA34O8Z64DLratUSgMUKnEKZWGsCwJGdb1KtHo\nEpHIConEcmNBpiBiqg38EfAYqVR3tZEUifgAIvBuP4ebnx/j6tXX47pgGMU9CYEbkdDIOIpic/z4\nFxgcXNjhG0FkHvtzJJPX9n/ifZDLHUPa6AaOY7G09CD1+mE0rXCgNtgNIqD2EwrNMDBwAUUJIalw\nfqZtRTNyuR8G7kf6yM4UCv3kcm/BddUD95Mmzf6iaTVOnnxsD2Hnx4BPkUz+8cEvYhdksxPImmjr\n56leD3D58j2srCRR1Tq6Xt51G7mugmlGcV2NwcGLHD36Arq+VThyGBFFf4ZUaqfnq31MTX0j4qC8\nNZS6Wg3x8sv3srp6FEWxMYzSrsR211UbbaIyMPASR48+v8ExGEKEsN9gcvJLrb2ZFpNODwL/L5Iq\n4dbnzbZVlpZGWVg4SaUy3Pjpxo4j4fjR6FWGh2cYGFjc0IbNOeCzwIfvKOPExEQfa4VWjiJz2xri\n0r0KXGZmxjcC3EF4KwjmclHgQ8Ac3Stw7YfmIPAzJJOtETolR8a/RxZP3R4WE0NeCj/uhw73CCJe\nvBrJLxJDFmS7DcsxEFeYiVjkv3DHVNuamjqBaf4Iy8tvZ3FxhHI5jOvaqKqLqtqNnDzNnWUVx9Fw\nHA1FUQmHqwwOLjI4+FkCgf/C5OQLnb6dlpJOD2Db30Oh8G0sLp6iWIxj2yqyS7/eTQqa5hKLFRka\nukQi8TF0/ffJZLpn0txKpDLdG3Ccb6Fcvo9i8RClUh/FYgTbVtE0h0ikTCwmeb4ikadR1f8NfJ5M\nptUVEbuHdPoQ8A1Y1jspl0cplYZYXU1gmkFcFwKBGvH4SkPouYGufwr4BJlMewWJdjE1NYbrfh/V\n6lspFkcpl+PUaiFqtQCWpd/MB6frFsFgjWCwTjS6QjR6g1DosyhKb+drapLNGsD3I4LgLFClWg1x\n/foEi4tnKJXiVKsBTNNojC+gaQ6GYRIK1YhGVxgefomxsRlCoSqyMB8HPgX8EalUdzxTkhcujQht\n2499168fZXb2dZu6vVwXVldD5PNhVlcjlMtBHEdFVR0ikSqJRIX+/jKxWO024cO2A1hWmKNHv8Do\n6E7P1SiyuPvltoXM5nIB4GeRBfo8+fxdlMv3oGl5z8XAJq4LjjNANHqBRCKHzG1mkArM3kYxSW7J\nXwReZjchi/n8ALncW1FVC13fba6z3WOaERTF5dSpzxCLre7iGzrSXv+WZHKje6y1ZLNB4OfYbk1U\nKPQzPf0mbDtAILD/nJOuq1KvxzGMIidP/iPR6FbrmnFkU+vXSKU6H/E2NXUW+ClEoFkbRxYWRrly\n5fUNEXl1X8+W6yrU6wk0rcqJE5+nr2+9GSCMPMM/y+Tk9QPdg1eIM/AnkOtcu0bXhaWlUa5cOYdt\nh1BVc1sR2XUVLCuC4+gEAgWOHbuwoS1AhLNngf9CJtO7WsfEhIJs5r4TeG3jpwprhhEVWfu7yDrg\nUSDLzExvVuL2uQWvBcEUktPgTsgduJEjQJZk8k9acrRs9n7gx+idtppAwoYf6fSF+OyACBjvQcIK\n5thfxTFYs8g/AvxBT7/4AKamXkexmGZu7h7y+TiO42AY9V3uoipYVgBQ6e8vMTr6PLHYL/IDP/Bp\n7y/cY9JpBdd9I6XSj3H16htYXY0DFrpeQ1Gc2yZOTbFU3D06sViJw4e/TDz+QRTl0TvKHZdOH8Vx\n/iWFwtuZnT3B3NwAq6sBbFsapZnQHUDTIB6vMTq6zOHD0/T1fRZV/R0ymcudvIWWk04bwNdjmt/D\nwsJprl07wsJCgkpFx9mwb6CqEA5bDA+vMD5+heHhlzCMPwb+oefHkyYSwvU1WNYPks8nyeeHKZVi\nmKbWSP5voyhNUV3BcVRcV2s4xRxisVX6+hbo78+h6/8f8JmezVsqYuAPISHCM7iuiGFXr55jaWmA\nclmcxhLG1myXtc2X5rMUjVYYGFjm6NHHGRu7iqIoyBzkMeB3u0IUzOXOIvmft5/Dzc2Nc+XKGzGM\nYqPyrSC5BGNcvjxMpRJsiMV2wx0pfcWyVGxbQtoikSrHji0wNFS6ZUy2bR3LinH8+GcZHp7f4apP\nAGmSyfbMO3O57wC+DZimWh1geflrG8VD2rvBKAU3ogwOZgkGVxGX9x+STH7S0/Pmcu8FvoHdFBIp\nlyNcvJhCUeTd6xWmGUZRHO6++zzB4G7Ocxz4U5LJf/DsmgCy2e9Eqgpv3jfz+UFyube0VCzdnUB6\nEpgilcq25Jz7ZWoqiphIVNZXMZfNhgfR9fKBQsubWFYIxzGYmPjcBufxKCJE/icmJzs//q5HDBD/\nChG11p41y9LJ5e5ndXUCXa+gaXt7rkwzguMYDA5e5Pjx51DV9e/lJPDXZDJ/04I7aD8TE/1IaP6b\nkFQG82yfr1NH+oABfAz4O2Zm7hyH5CsQ7QMf+IA3R87lNOBfIx3rzpjo30oFuI98PsvAwMETIE9P\nfz8iuPSKBdcG7mJ6+uGOVGnz2R3ptIqEaTWL+hxkYmkiCd4fAMY4f/5C14Vs7ZapqdezsvLzzM7e\nS6EQRdPq6Lq5651URZGKdYriUC6HqVYHCQQe4Jlnpjl3rldE/dsRMfDdzM//PNPTD1KtGhhGudE2\n7qbtoyjcDKlW1TrVaoh8fgJFeT2RSJ5HHnmWVKr999Jq0ulz1OsZXn75nTzzzFlmZ/uo1dRG5UL5\n6LrTWMQ3+4bO4mKcxcUx4BjR6AM8+ugMqdRsp2+nJaTTUVz3R1hd/ee88MI5nn/+BEtLYWxbnG+a\nZt/yUVUb01RZXo4wNzdKrTZCJHKGQKA5nvT2XEHEwHdRq/0b5ufvYmFhjGIx1shBajbawLn5LIkQ\n5txsG8dRKZcjVKsRbDtBMHgPul7gwoWXOHeu03e3d6an34sku5/BtlVeeOG1XL78WubmBjFNHcMw\nb/YTVW22Caiqu67POFSrQVZX41Qqh6jXDfr7r6OqzXeRSzL5bGdvFMjn34e4UbaOmiiXI0xPv7WR\nL3BtEV2raTz//DhXrgyjqhAMmgQCIgaKW13aRNedxjhjY5oGc3P9VCoBEokKmibzMOlfDoXCUfr7\nX0bXt3MyRQCDgYELLWmD7ZCIoR8BruM4KktLbwFcVLX9z7xs3GjU68OEwy+jKBXgAfL5TzIw4I3z\nK5eLICLFTgttcByFl156A5YVxjC8XWRrmoVlRSiXwwwOXtvFHMgE7mm0lTfzv2w2juR9u8ZmbVUs\nxrh06Wsa7q7WiaWaZmLbAfL5o/T1Xdni2akCDzA9/cmOFeUBuHDhexA311qou6QheCOGUbplfDkI\nzU2L5eUkkciNhksbZJw7BVQ5d667omPOn38j8H8hYdSCaRq88MKbKJfHCQQKt+SW3C2aZqJpJsXi\nEUqlCAMDN9YZCIrA6zl//qtdneN2MyYmTgE/jYQGX0HuZad1vYOkmyoCDwIP8qEPPclDD/WKhuGz\ngY1V3VrJKXaaHPU2FqKQ33/gI2WzR4B76P5Q4fUUkdCYuzt9IT7b8nakOts0rSnq4yLC4puQ3dve\nY2rqCOXyT3Pt2t2sroYwjOq+Jgcgiy/DqFAqBZmdPU2x+BNMTZ1q8RW3D9d9Jzdu/CxXrpzBdWsE\nAuU9heEoCgQCFVy3xtWrp7hx4ydw3Xd7eMXtIZ0+R7X6s1y8+Ga++tUJVlZ0gsE6waCFpt0ulDZF\njWDQIhisUyxqPP30BM8992YqlZ8inX59Z26khaTTIVz3R1lY+BaeeOJBLl0axbYdAgET23aZnw8w\nMxNmenrtMz8fwLLcxu84XLo0woULD7Kw8C247kONojW9zJupVt/P3Nwp5uaGqdUCGEYVTbN2XGjL\nJoOFYVSp1YLMz48yN3eaWu39yHjbW2SzdyNVZC9j2woXL76Oq1fvYXExgapaBAK7c2MriksgIMUB\nFhb6ePnle3nxxQdxHAVZ8H0r2expj+9me3K5EWRRtLUjz3UVZmZeg+tyi3OnXDZ48skJCoUYkUgN\nw7B31VcCAYtIpMbSUpynnjpOtarf/HdNq+O6OjMz/ITBKAAAIABJREFUD7B9FNAN4K3kcn3b/VKL\neANSpdSkWDyG40RR1daHwe4WTStjWQOUy4cQkSeKpFXxitchhYR2FkBnZ09QqYxgGO0p3mEYq6yu\nHmNu7sgufruM5NK7z8MreiOyPr1d1HIclZmZ1wKOJ85Jwyhj2wFmZl69xbNTQSqjH3ztt1+mpg4j\nc/u1lFXVaoirVyUNwXrncSuQAi0mly+/DsvS1/3LVeA7GgWzuoN0uh+YRMRk+QM6jsKLL76+sXF/\nsFyliuIQCORZXT1OLnffuj5iIXmSf6gRNdEbTEycRkKrTSSlx14NPjayJuwDfpKJiZHWXqBPu/BS\nEDzu4bG7hSqtEcTejgwmvea0KyHOM59uJJ0+jLgDr7LTjvTecJEcON9GOt1b4tfUlIFp/j/Mzd17\nUww8aFVDReGmKDg/f4Z6/SGmpnpP2Einj1Mo/DtmZ2XXd+vk2juj6xaKUuHatQny+R/tuX6ynnR6\nFNP8MV588RwvvTSK69qEQjsLPE0UBYJBC7CYnh7hhRdeS73+o6TT455et/e8h3z+nTzzzH3Mz0cI\nBOpYFly5EmJ2NkippKHrLoGAfAzDpVTSuHYtyJUrISwLAoE6CwshnnnmXvL5dwD/rBHu03tMTY1i\nWe9naek4CwuDuK6CYdye520nZDyp4TiwuDjI0tIElvV+pqZ6Z6KdzYaQUOFFwObll89w/fppCoUo\ngUBti6qN26NpNoFAjUIhyvXrZ7ly5SQyb8oD7yebDbT0HvbGW5B37Nb3NTc3TqUyeovIU69rPP30\nMSxLIxyu76uvhMN16nWdp58+imWtzekNY5VS6QiLi6PbHMFG1gFv3NuJ94hEDH0zsIjrKpTLZ1CU\nzjtJVLVKuXy2sagvAN/cyAXpBW9H+ur2mKbB/Px9+879th9kzClx/fr9N/N4bk8ZeJsn15LN6kh6\nm83zcF65copabQBd967/NJ+dGzeObvEb0ley2U69q74WGfuaKRZgevo1uK7SkjDhzdD1CqYZ5fLl\n9WteExH53+DJOffHW5Ew1jVn7ezsSSqVUQKBlZY8U7IhU6BQOMnCwti6f1lGwmg7JxbvBSkc8n8j\nBp/tqmzvhjkkt+S/ZmKidwRRn5t4KQjew53rDmyyykEFQXmhvIGdklB3JwvAvY3kvz7dhCyqvxcp\nHOJF/pnmbtgPNMKSe4W3ks+nWFpKoGm7c6jsBsn3VGN5Oc7S0ttw3Xe25LjtIp3Wqdd/lKtXH8B1\nrQOJgU103cZ1Ta5evZda7cdIpzu5YN8f6bSG4/wgs7MPMD09iqJYGMb+xHXDcFAUi5mZYa5dewDH\n+SHSaX3nL3Yh6fR9VKvfwaVLd7O0FCYYrN8U+xwHgkERAddPvmUSLT93HLh2TUTDYNBkaSnMSy/d\nTbX67XjrPPGGqSkF1/0+8vnT5PODOI6Grh9sYabrJratsrw8QD5/Gtf9vkZIci/wWqAfWCGfH+D6\n9fspFGINgXT/Y66iuBhGneXlGLOzr2ZlpQ8RWUbw1t21Ew+yndjjujA/fwZNq958JlwXLl0apV7X\nCYUO1ldCIZNqNUguN3zzZ+JSrjE/f2aHbxdYSyDvFWdpRgxVKiO4brgjocIbUZQqltVHrTaA/P2O\nI7kpW0suZzSOu3Phjvn5w7iuuu+ohf0i4bJBlpa2E5CbrABnPRJP70bGjtsFP9M0WFy823OxVOZz\nRebm7sVxNpvfLiM547YSDL1Dcge+g/Whwvn8IOXymOeO0kBghXz+FOVyZN1PF4F3MzWleXru3SBz\nzG9kvVO7WIwxN3dvy/uMorjoepnZ2Qep19cLYCIWd/vGphQQ+V5ExDuoGNjkBvJc+EahHsSbhby8\nJM6ym5dfb1MGRhq5QfZLovHxLmmwd7iNT687Xe5EjiKi/NxOv3gAlpHiOmc9PEfrmJrSqNffRz4/\nhONI3q5WoqoOruuQz/dTr7+XqaleEsDuZWHha6lUgi2tZqjrNapVg7m5t9DZBft+uYdi8W3kcscx\nTfYtBjYxDAfbhkuXjlIsvoVeFL8kz+R3MTt7lqtX+9B1k3JZZW4ugK676LvQOHUddN1lbi5AuSzi\n2exsP7OzZ3Hd7+r6yfTtTFCvv5HV1SHK5VDLQtl0vUa5HKZYHKJefxNSzbC7yWZVxA0meZRmZ1/F\n4mIfimJvSMK+P5o58paW+pidvafx0845dnK5IPIe3HoDvFAYoF7vR9PWxtbl5QgLCwnC4YPnoAYI\nh2vcuDFAoRC6+TNdr1CpDLO6mtjmm0XgZMPF5xWnabqZyuUTdEtecclZ6VAuN58rFy8EQSnGprBT\npIbrKiwsnEXXO5OcX9PqzM2d3SHMHGS9EkOEu1Zzmq3S26yJpd7n7tM0E8sKsbS0lTPbq76yE/ci\nDri1Z2h+/lSjKJO3Z5bcty5zc+vvuwQMIMVWOs19SL9cG2fn5pI3i1a1Gk2rY9sGCwvrQ+2bYnG3\nR0meRNIYtDqf9RXg2xruQ58ewitnTz+Sj6M1E53uxgUOH+D7R+i9UOH1KBzs/n284Z/Qnkl3Gama\n1wvcTal0D6ur0QO7d7ZC1+uUShFWV0/TK2EDAJb1HSwtHUFRqi3eRRWXSj4/jmn2Xjio634T8/Mn\nyOeDBAKt6TOGYVIoBLlx4ziu++6eaxM4Ta12L9eujWHbItAsLIgYqO5hSqGqIgouLBioqoNtu1y7\nNka1ei+wk6up23gHpdIoxWK0pQuzZlXi1dUI5fIo4gzpdiYQAWSF1dUEhcJhTFNvieu4ia6b1OsG\ny8tHKZViiLvrGDKfajfjrG2Obs7y8vhtFdqvXh1A12+v2r5fJAely+zswC0/A5fl5bEtv7cWNrwb\nZ9h+uQdYxXXBsoY7mjtwI4pSxTSbok8FudZWcxiZK29PsRjDssJoWmfWTppWoVYboFbbTdTPQdc+\nW/EqtjKTLC6ebqtYqqom8/NbCV1VpKhHuznL+rV1tRqiWDyMrrcnIk/XS+TzJzcJLe+GzaoHWG+u\nqdcDFAonMAzv2kbXyywsnG3ktF1Pt6fJ+TqkH7Vaf7CQ90nv5T1+heOVINjrItdeUDiYbbwbBtGD\nUKMzL0WfrRCB4XW0p0jNAnB/T4Q+uu7drK6O47quZzvMquriujbF4iiu+4An52g16XSCcvkNVKsB\nT4RSTTOp1QxWV18DDLX8+F6RTvdRr7+eGzcGG32mNceV47jcuDFErfZaJJSul3gd+fxhlpej6LpF\nuaxh2wraPgxGmga2rTRcghbLyxEKhcNA7xRdmZpScZw3Uy73U6sZLc/hJM9PkFKpD8d5cw+EDR+l\nKX4sLx9idTUCbF6hfL80KzSXSlGWltaLXe0P4RNRZPvBoVweQdPWFqqVis7KSqxlmwxNgsE6S0sJ\n6vW1h1HT6pRKO+WfVPFKTM3lVMSNUsSywriugaJ0rjrrRhTFxHFi2LaBCFFeRDycYTcbtJVK3INz\n757mc1Uu7/Y6WuuCymY1xF11e+hrrRbANGOoavvEUl2vUK0ObSL2QCtSRu2Pu5GQbaFY7Lvp3GsH\nqmrjuhrl8vpCImW8EdL3yl2sb5tCYRDXVT0db5pO0lJp/TNTopsLbk5MhJBUZTc8OsMivbF56bMO\nrwTBOLvZDbszsJBqu/vlNJvlyugdinT/TsgrjT7kGWxHGLqDjCPbORC6A8s6R62m4/VmhaJAva5i\nmg96ep7WcZjV1WGgdW6V9cgxbUqlYXrLTXyEej1CsRhpebiJqtoUiyFqtSi91SbguvdQKPRjmgqq\n6pLP6/sSA5toGuTzOqrqYpoKhUI/rtsNi4vdMoJpJjBNvbEwa+3Rm8czTQPTHOBg8412cBfNhO6l\n0gi1WgBNa23VS5BnqFYzGuMKiNuhE+krkmwXDWPbKvV63y0580olcWB50VdEKF1zeGlanVpNitxs\njYN3YuowEuJoYZoJus0s0HRRmmYccX31k8u1Wpg7xm5yqheLg20TdrZCir7sJtyvQutDZkeQ+eTt\n71sRKVs/vm6Hori4rkqlEt3kXyvAENnsQVJG7Y2pqSAyX1hbM5bLfbg7x3i3FOkj65+RVTptDEmn\nw8g6ZM1BWir1tel52qw9znZx9EczzZdXQmkJGGFiYrPnxqdL8UoQNHjlCIIOcJCiGmG2ypfRG1jI\nPfh0D6N4N9BvhkK3C4JTUwq2fZZ6XfPcnaCqNvW6gW0f65E8gmNUq4N4Ow45VKsDdCakb78cagga\nKprW2kmlprnU6xrl8jC91CbptI7jnKBUijYWSyJ+H6R9NM2lVlNxXVmAFYsRbPsE6XSvVKobw7Ii\nmKZ3z7qiiCBoWSG6fayFEzTFj3J5EMvSPHFkq6qNaepUKk2HbQkR59pNhO3GzmpV5kfrF6bFYhCv\nhDHXVSiV1vqioji4rkqttl3/tJD78IIwzXt1nADdujaw7eY83qH1c9oQu5mT1WqJjhdbUVWLSmW7\nnJNNHKDVY564iTejWo3Sqb6zuSAI3vSV7RBRdH0blcsDnmy4bIfk3VwvGteAeIcLi/Qjf4+1tqlU\nhtriKJX2WJ9Ps4YYM7o1cqqZ09RL3MZ5fHoErwTBbn0IvMBBXvb7JUh7xZtW4yACsE/30IlJd7cL\nXyquG8B1lTbsGLo4jorrqnR/uwBEsW1vnZOK4jbOEdvxd7uHGLYdwHGUlhRDWI+iSKXd3muTAI6j\nY5oarstN19FBXBviagLHURo5xjRcV6M3nh2QNtGwLN1D94qLZemNdjnIBmQ7CAI2rqtg24YnrklY\nc3atCTk2nWmbANvN4eQ9cCumqbcsBcFGFMXFNG9fmDvOdot1L8SdJmvrAddVd1GwohMoG/5OrV7D\nGOxmnu84eheEUzs4zm7u3+Zga5/N2Pq8Uu23M4Lg5pWGm7RzvXv7PE3+Vu3tM4ri4Dibrfs6ufa/\n/dyO0570BIriYNsbx0+X7l0bh/BO/2ni0vrxwcdDvOoQnX6htRMF2V3dL73eVjtXTvNpN9snOPeG\nbu8Da9e3fehUq2j+Dbq9XQCaRRC8bZdm6HDvYDfEY9eTReyaSNILfaSJNERTxGtl26wds3meXmkX\npyF6OZ6KHarazBPV7e3iIGNJu/JaNdtDoTPjS/N+t+L2NvC2XTbf9Nr+nF7O4zaetzsdgre2T6vb\nYnfHk2vodPvsdtPUi+dt63Zqvm86wfbt0c5ravdYssVVuMoWQlsn302btUP72qb72mM72nVd3Xr/\nPpvglSBo0W15QrxD5WC52mpAJ23WB0XllVFNupco0v5J5e1JoLuJyUkXVV1C161NHRutxHVVNM1u\nVFLsnmqKW5NvVGHzrl1cV8UwKsC8Z+doPUsEgyvoOlskFd8/jqOg6y7BYAmYa+mxvaWKpq0QDtdw\nXSmQoigcSAhrflcK8kAoVEfTVmlPDtRWUETT6o2CPN6Mu66roGlmI5xw8wqc3UMBCKAoEAiUGv2j\n9e3iOMrNcwiBxrnbTY3txk5559z6s3C43vIxpYk8Q9Yt/+26yg5Vng86j92OtRBYRbG7wAG3GS6K\n0hS3DrrJvxl1djPP17S65/OTnZD5y276gkbr+8zW7a7rnVtnbF1sTWE3xWJaR52N7xhdr+K67XXm\nyXxu/dy2uaHQ3tDlW6mxsW0Mo7xLt+vBcByNQGB9LQDZEGtv39gLBbwX6xQ68z722SdevXheSQKR\nxsGKgizQ/SFA2xEEljp9ET63cK3xv+0UBWfbeK79oetPEAzieQJmx1EJhWx0/WkmJ7tx8bORWSKR\nBbwNIdAa5+j+frLGVUKhPOGwiW23tm1sWyUYtIhEFumlNslkXFT1IrHYKooigkw8bmGa+x9rLEsh\nHrcaDkGFRGIFVb1IJtMLzw7AVXS9gmGYeLURKsKXia5X6P7+8jyS6wrC4UUMw8K2W7/pKYswk2h0\nofGTWOPc7WaB7cJtg8EqqmreErIbjXo5R3aJRteEGsfR0fVyo39uhYF387hlmu8WXd+5sEankGtT\nkWe41QvZVXYTPhiJLDSqHXcO19WIxZZ38ZvNqsytZK2vbCQcLtJuo0lzqhiJbHafGiKqtHODpoCI\nTGsiVzS62BbRayORyPpnJApcYXKyk0agJUSQXBtnY7GFtrVNJJJf918x4AqZTLdGxMzi7bPUfDa8\nqmLs4wFeLQDneWU5BA8yQX+B3smVtBlx4NlOX4TPOjKZOvAyzUWZt4SBFXphJ0jTniIUWgU0z0L7\n5LgqwWANTXvcm5O0nOvEYtdR1Z1y5ewPCS+BWOwG3S9mrOcaweAiAwNFXLd1fcZ1pZ0HBooEAsv0\nVpsAPEF//zyRiIVpavT1WQ0X0t6PJG0BiYSFZWlEIhb9/fPAky2/aq+YnCyh6zMEg/VGLsTWPkOO\no6IoLsFgDV2fZnLyIBuQ7eASzbllInGDSKS6Q/66/eE4GuFwlXh8vet4uuXn2ZkZttt8UxQRRtfn\nmIrFqmiag223dtPOslR03blFcHScIOHwwjbfAlm8XWnptTRJJovIYj2MYawi+fo8OdW+EPeq23DJ\nx4DLJJOtdvY8j4gm2xOJrLS1iu5mKIpLOLwbkSuArF9aSXMueXvusWi02Chk1b4Gcl0dXa8SDG4m\n4MeAaVKp9rniZIP5RdbP7SORFdq53pZnVyEaXVn30wTwXNuuYTNEfLvErW3j/bpkrT3WPzNx4BnP\nz71/FhAh26tCUgPAs8zMdKsg6rMJXgmCs8gEqdO5MNqBC1w9wPe9Vuq9RqEzk3Cf7ckig7LXDAMP\nk8n0Qh9+ikTiZYJB07NdeMfRMQybROIyitIbgmAmYxIK/U/i8RUsq/VuZcsKEo0WiUT+F5lMpeXH\n94pMxkTXP8qhQ7MEAi6W1Zr3pWWpGAaMj1/DMD5GJtMLYeXr+RLx+CwjIys4joZhuEQi9r5cgqap\nEInYBAIutq0xMrJCPH4N+GLrL9tDFOWTxGLzRKMVLKu1Y4ttG0SjZaLReRTlEy09tjfkkDmNytDQ\nDWIxWSi1ciHfDLeNx1cYHLzBmiNhumXn2D3N+e7WxGJzjQq7gq67jI0tUau1tq/U6wbj44u3FEFy\nHH2DaLoZKgebx+7Ec0AcTbNQ1SKu2z3J9l03iK4vN3KxxfFG2Li8q9+KxVYa19TJ4hnOBnFjK1xa\nvZmVSrnARTbbzFZVh2j0OpbllYhxO5YVJh7fSijvlBniWdYXIovHCw0HcnuccLYdIhDIEwyun7fo\niFDZaZ5hfd/p68tjGOVNCn60DsuKEo1eIxTa2B6XPDvnQZmZcYCPIus3L4gCvTBX8VmHN4JgMllD\nXhQ774j1NhqSVPcgOaA6Ed7ZShR6z+HySuCLSGiBlxPv5vjxWQ/P0TomJ+cJhT5FPF7BcVrvEnRd\nWbzH4xUikc/hlePCC1T1EYaHX0RRtJaGx8rCXWdk5BKq+nDLjts+Ps3Q0CUOHcpj2/qB+4xU0dU5\ndGiFoaEc8EhLrrKdZDIFdP1hjh7NEY1a1Os6IyN1DMPFNHfv/jFNEUZGRurU6zqRiMWRIzl0/VNk\nMvmdD9BVfJ5I5Bqx2GpLnbaOo6EoLrFYkUikN4TSVCoPfB4YxTBMhoZeIB4vY5qtWZS5LphmkESi\nxPDwRXTdBsaAR0mlOpFfcQHJFbv1u3Z4+Fqj6MxavxgfL6CqrdtoME0NTbM5dGjNueM4GqpqMzR0\nfZtvhpBQTS/b7jmarq9gcBbXDXt4rr3hugECgeYcVgNe8uAsV9nNHD8YrBGJXGur6LUey4rS1zeN\npu2UrqFp+Li2w+/th2fZyrk0MvISjnPw9/BuENe7yujozBa/oSKbH+3mIuvX7prmMDT0AqbZnj5j\n20FGRl5Y52Rt9oVOtMVGLiDPsFycorgMD1/07HmSCAeD0dH1Y4aO6ALdHjn3eWSN2OpKwANIqHC3\n37/PBrzMGfUs7QlZ7CRx4BLJ5P5tsalUHdk9TLTqotpIEMmfuFM4ik+7yWTKwN8BRzw8yxHgPJlM\n7+SQ1LS/YWjoEuGw2bIFahPLChAMWgwNzaDrf97hfCp7I5O5Tl/f7zI4OI9lRVoy4RbxK0J//xID\nA3+EhLH3FpnMPIHAH3Dy5EX6+2vUasa+28Z1oVYz6Ourc+rU8wSDf0Qms91CvZv5awYHv8qJE1dQ\nVRXXVRkfr2EYDvW6gm1vHkIsojnUagqG4XL4cA3XVVFVlWTyCkNDTwN/1fa7OSiTk0U07c/p65ul\nr28Fywq0RDw2TYNEYpX+/lk07SNMTnZvDrZb+SSy0FA4evRFhobm0HUb0zy4i8WyDAIBk6Gh6xw5\n0gxPDgDnD3zs/ZBMukjo5NZzuGCwRiJxGdNc2yQPhSxOnrxOrXbwvuI4CvW6wenT1wgE1uajIvC8\nhGFsF9aYAC427sMrnqcpHEQil+mWsOGmEy8avcqay7TVYbAAeaTw2s5zjtHRS20TvdazswC2HskZ\nJ+aPVtN0aN4uoPb3LxEIrGDb3gvKphklErlONLrZmNsUfbzoKzvxEiLEro03IyNXUBTXk9QM67Ht\nAJpWY3h4fW64UeArTE52wzrwCjLWDN78ycjIVQKBFU8EU9OME4lco79/cd1Px5B1UXcXWpyZWQH+\nADhM6wxJOtIvf8cPF+49vBQEX8Bbd1I3EKM1eQI+CfS14DjtZgT4VMPm79N9/B8khGrEg2P3I66C\n3lq8T05eIhr974yMzKOqGrbdmjALSZqvMTy8QDz+h/Ti7piq/g1HjnycSKSKaR5MFBQxI0woZHL0\n6KdQ1T/rkbDyzfgEfX0Pc/bsi8RiNtWqgbPHehdNMTAatTl79iX6+h4BPubJ1baDTKaApv1XJiae\n4eTJG4CO44goODJSR1UlHLhWU6jX5VOrKZimgqrCyEid8fFaw42qk0zeYGLiGTTtv5LJdH8+0s35\nBNHoY/T1zRONljDN0L5D/1xXwTRDxONl+vvniEQeBf6htZfrKTngc8BRDMPkxIkvMjy8jKIoBxIF\nTVNHUWB4eJkTJ77UqJx7BHHadnLD4dPsFBEzNvYSrqvcsmgfHV1lfHyRcjm05zGlieMoVCpBjhyZ\nZ2iotO7nOuAyNraTwBPGa5d/MjkPfAUYJRAoYRjXcJzORxA5TpRgcAZdryHCxqMkkys7fW3PiNj6\nFOuFiq3o718kEMi33SVomjEikes3Q/y3px94wpPrSKWuIzlkbw9nVBQ4evQCth3wtBqzPDsqx459\ndYvfENEnlWq/6CN5BP+O9SmBQqEqY2NPYZpxD/NjK5hmhCNHvoKmrRd7wnRLeKjMMT/GerFU122O\nH/8yjmO0VDC17QCKYnPixBPr3JIyn+nU5tTeeQxxCh5vwbFU4BjwN8zMeOGy9vEYLwXBS4jq7OU5\nOo1Ga6rafQWpzNxLxUXUxufRTl+IzxZkMibwO0g/baUDNdo43m83nIi9har+LQMDn2B0dAnHMQ6c\n88u2dRwnwMjIMkNDj6CqH+kpd2CTTKZGIPCfOHny4YaDMrYvQcN1Fer1KKGQTTL5aYLBn+/JftIk\nk7FQ1V9nfPwT3Hff8wwN1ajXA5jmzmHnIoxq1GoB+vvr3HvvRQ4f/iSq+sHG89m7ZDJPEgz+BmfO\nfIWzZ18mEJAcZpGIw5EjVQ4frjE4aJJIyGdw0OTw4RpHjlSJRBzqdYNgUOHMmSucOfMVgsHfJJPx\nZpHZDiYnLRTlvzE4+DjDwzeIxUqYZnDPmw62rWOaQWKxEkND1xgcfBxF+e9MTvbOjrtsEv4J4opK\n0N+/xMmTjzE6uoyqQr0e3NPC1XXlO6qqMDa2xMmTn6WvL48IE3ngIx3emHwKKLFd+FUsVmR09NZF\nu6LAyZPzHD68QKUSwjT3tmCt13UqlQDHjs1x4sTizYWpjDsxDh26QCSy3dgbBRZpzwbWJ2i2TzT6\nImB0LFce0BCUNKLRZqhjEMm97BXnG+fYHkWB48cfx3F0zx1fTWxbb5z3qV38tqQBETHBKz7OVmHD\n/f3LDA09R72e8ET8EuErzqFDF7ZwBzbv/3zrT75rvoKMrWui+vj4DJHIdUyz9ZF5Mv720d9/ieHh\n9SmyBpGNmE44Jbfiq8h4NnbzJ4lEgfHxxzHNeEueKdsOYFkhjh//wobcgc2oKS/zsbaOmRkX+F2k\nzU6wf73GaHz/E8D/bsWl+bQf7QMf+IA3Rx4YKJPPH0c6Sa+EueyFBFIR6y8YGDjYWymZtJieDgKv\naRyzFxgFniCVOt/pC/HZhlRqlfPnnwP+CSI4H7SoQwKZBHyQTKazVcX2y7lzNk8++UXC4SPAYcrl\nKJaloarOnir8NXNZKYrG6Ogyhw5lCQQ+wORkrzqcIJUq8pnPfJ5E4jD1+hEqlTiOA6pq79g2EiIc\nwLYj9PevcOLEJ4lEfopMpvdChTeSStV45JEvEIsFGByMoqphyuUw1aqBZak3ixyAguMoWJaKZelY\nlk4w6HL8+BKvetWTDA//bUMM7JVxfntSqWkeffQS/f3jJBIOth2lUgljmhqKAoGAQyTiEA676DqA\nim3raJrK6GiRu+9+nmPHHicQ+BCZTG/kIt2Oc+fKPPHEBcLhJLoeQ1U1qtVgY9NBQVE2H2MkF5GO\nZRmoKgwOFhgevsbAwJdQ1V9icvIgeYo7QzJZZ3o6B3w9YBKNLhMOz+E4fVhWgEolhOtqW7YJiPvN\nNAM4jk40WmFs7DqnT3+WoaF5ZDHcD3yQVOrG5gdoEwMDNvm8AryO7eZwsViBQmGIer0fTZPKpYoi\n8+VYrMzycoxKRUSjrd5H8t7RqVYNAgGLu+++yqFDq7f8br2eIBK5zokTz+4wbo8Df0ky6X0C/Hx+\nGXg9kMAwljHNAJZ1CFX1Iux0ZxwnQTj8PLHYVSSKIgd8jAGParHJ/T+IzKG2v+dgsIZtW6yuHkPT\nqp5WHpb+1Mf4+FcYGFjc+QuMAM+RTHrnWJ6eXgTejDzjt7dVPL7M6mqCanUYTau1rH1kM7OPRGKa\n48df2OK4o8ALpFJ/35qT7oNz5ywuXLgOfB0zK4/9AAAgAElEQVRSldlFUSAWm6dQOIRpRm+OLwel\n2T/C4XlOnryAqjatzAbSFz7E5ORyS87VClIpl/Pnn0faxmp8pPgKlCgUJgAVVd17dWhpiyiuq3Pi\nxOcYHFwfJt2PpND6TVKp3tnsfeghiw996MuI0/Nc46d7KXQ3itz7RxB3YO+ZIXwALwVBgHy+AKSQ\nHdw7jUPAn5FM7q562E7IC/AbkF2fbn+gFMTO//skk7uZQPh0klRqifPnnwReiywASkiunL2gAkeR\nl+sHyWR6LyR2PefO1XjyyceIRGKEQqNYVoRqNdRI4r+9MOi6SkP4ChCJ1Bkfn2V4+KMEAv+Bycne\nyae4FSIKnm+ELh2lVhukVgs3nJDckkzadUX4su0gjhMmFHI4fPgFjhz5LQKBXyGT2am6Ze+QStU5\nf/7zBIMXGRrqZ3i4RiSioigSJmLbGq4r/x0KQSJR4fjxRe666zmOHv0ykcivoSh/QSbTmQWwV6RS\ns3z6058hFlMYHVUZHCxjGBqaJu3SbJNgEBKJGmNjec6efZGTJ5+mr+/v0LRfJZPphgqFreHcuSJP\nPPGPhEIq4fAAuq6iaS6WFcA0jYbzR288T2v/X9ddEokig4NLjIxcIhb7W1T1N7okN9P+SCYXmZ6e\nBt4BOEQieYaGZlBVG00L47oKtVoI29Y3/biuRjRaY2goz9Gjz3DmzBeIxYpIipV+4NdIpVoRpXFw\n8vl54J8i79fN53CKAvH4HPn8OJZ166I9HDYZG8sTCtWoVIINx6B+28eydMLhGhMT85w6NUcksrb4\nlAVrnEBghdOnv9gouLIVBuLC+l0GBrxfwA4MuOTzV5B57iqBwAKVylFcN4Ci7H1xfhBsO4KmFRkY\neBxF0ZHwyw+TTHq3mTcwAPl8GXgbIuJsTyyW90T0Wo+ksuinr2+aY8cu7vIco8DvMzDg3bs9mXSZ\nnr6KbCassvF5UlWX/v7rjfYZQdPqjSrR+8dxNExTxMCTJ5+4pVL3GgFk3PmwJ6Hle+HChRvAEPAq\nmpsQum6TSFyjUBilXu9rtMv+z+E4KqbZRyRyg9Onv7ghF+lx4C+ZnPzC/k/gEalUmfPnFxH9YYVm\n/4nHVwiH51hdHaVeTzQ2une3FrLtAKYZJxRa4tSpzzcc6k1CyJr4g2Qynd2c2g8PPWTz0ENP8qEP\nPQPch6z1wkjk4mbvkDDiwBxEclp+iJmZx3nooXZdsY8HKK6XiWtzORX4j8jDcmc4IoQA8iA8RDJ5\nUMfVGtnsdyOTpd0k9e0kh4GngV/38wf2EOl0CHh34+Mi1bF3EicCyC6gDjwM/DWZzJ3j+J2a0nDd\nt1Gp/DD5/D2srMQolSK4rkNz11XaqpkEXUFRVCKRMvF4mcHB5wmHfwtFyTI52d5FTTtIp89gWd9K\nsfj1LC+foFJJ3Cys4boyMQ8ELMLhIv390yQSD6Prfws838M5A3cmnQ4DD+A478I0X4VphqlW+25W\n9QwGCwQCVQzjOVT1Y8AFMpnWvSu6kXRaQXLIvA3bTmFZ/dTrYSwrBLjoeo1AoIyuF9C0LPAZ4OU7\ntp9MTSnAa3Dd76ZaPUu5PEq1Gsc0RUR3XQVFcdF1C8OwCYVWiUTmCIUuoih/CjzRk6kHNiObvQv4\nEWQuOAs4lMsRFhaOsLR0gmo1gWlKHkpFAUVxMAyLUEiqcQ8PXyUcriAbU0eQjdMPk0p1l5Ccy70X\neBc7zeGq1RAvvvgm6vU+AoGV28QMCdHTKJcD1GoGjqOgqi6hkEkkUr+lcMjadxTq9cTNBWswuJND\n6ATwVyST7Q3xyuXeg8xBZqhWB1he/hoUpYKqtsdV4zgBXDfA4OCnCQZXgCSyuf9/PD93LhcEfg0R\nuXZ24ViWxosvvo5y+RCBQKGloqCI8X0kEjOcOnVhCwFsI3FkM/nHSSb3mfRyD2Sz70PWRJsbLxxH\n5fLlu1haOouq1jGMvb9jm64v0BgZeZojRy5tIy4mgT8ileqOfK5TU1Egg4yraxtHpmlw+fLdFAqn\n0LTqnl2mzYJwjqMzPPwcR468uKHy9DgSKvxLXTvvlfnItwPfgfSfteu0bY1r106wuHgG2w6iKA6a\nVkNVzZt/e9dVsO1AY7xQMYwSw8PPcejQ1Q39I4S0x2+TyXyubffnFRMTKnAaeDtwP1IrYf3fXgWW\ngC8huWev+K7AOwNvBUGAXO4twA/S/SLXXjgGfIxksrUFFbLZEDK4h5EHrhuJNj4/TSrVPTZxn92T\nTo8h4Rhfh7zMVKT8fPOFqSPuAafx8yzw2Z7Ji7EfpqYGcN23Uq+/h1IpSbk8Qr0ewjRFCFQUMAyX\nQKBGODxPNHqZYPCvUJRHe9rBs1vS6UHgLhznNJb1aly3DxFHV9D1J1HVi8BFMpk7vy02IuLgIWST\nSEeeoyXg+h0vAm5FOq0i7oUx1nJBVYDrwCKZjPeLyW5hakoFTgJvxXXvxbKONpLiiyCoaXV0/TKK\n8jRSiOOlO0YIXE82mwD+GfC1iItugeZCo143KJdj2LYBuGiaRTRaxDCaIpGKbExFgE8Bf9WRhP47\nIYLPB5BF1PbRE/W6weXL91IonEDXK43CFvvDskLYdoi+vpeYmHi2UWxlO0aQDcFfIJlsb3ibtNHP\nIS7PBUqlQ6ysvBFFKXsuCsriPkR//2OEwwvIuH0Z+GWSyfYIG7ncO4DvQ0KUd8a2VXK5B1hZSaLr\nZTTt4A7zZn8ZGHieEyee26W7TkEEsV8nmfzSga9hN8iaKM1Oz1Oh0M/LL7+Ger0PVbXQ9fKO9yS5\nAqO4rkYotMDExBNEo9uNKYeQv9mvkEp1Tz7XqalDwE8hY+St86/l5UGuXn019XoCRbExjPK2jjhx\nSUYBhVBokWPHniAe31hkZrxxnl/u+vQ4Igp+M/LeucbGlEmOo7K8PEyhMEqlMkS93nczr6mi2ASD\necLhRQYGbtDXt7SJqNpMofTbZDL/6PXttJ2JCQW5xwGkf1nAIjMzd44pxOcm7RAEQ8AvIi6bO8El\nGESswT9JMtn6xW82exKZLF1FxJhuQkV2lT9IKvV4h6/F56Ck0wbi9hxH/q4x5G9cRKoTXwNm77gQ\nx+2YmtKBU8BhbPtebPsEIo6aaNoVNO2ryLP5IpOT3fZ8+vj4dDtTUyEk7Ez7/9m78zi5qjKP/59z\nq3rv7AkkJJBU2NcQBWRVClxgXMeFUWHEVsHlx/xmmNFBZnQc1J/LjNu4jDuFKDiig4ziwiIFogIq\nGFFkpxLIvnant9rP74/nFl1pOkt3qupWd3/fr1e/CJXquqcqt+495znPeQ62HKeXnp7x1OyZvNJp\nBxyBZf1U6hUNM3bGVAd2T+rEAof3A7eRTDZTAfvnymSWYUGM9exLH2779vmsXfs8isUOYrE8sdjw\nPmXzjGTxtNDSMsCSJX9gzpx9mUhuwwKC/0YisX4fnl97mcwS4APYv30fg4MHhkHBPEFQn+9CqdQJ\nBMyefQ8dHduwCQsPfJREonE1OjOZGPCPWD9j4z79jvewbdsBrFu3knK5nXh8gCAYf1CqXI5TKHTR\n0jIYni/jKfmzBPgt8PVw1+TGSKcPwc6VAfY0hiyXHb2989iyZTmDgwvDRx1BUMS5crjCI6Bcjj8b\nLJwx4xnmz1+zm2BPtflYMOSjJJPNN+mZSi0C3otdLzfs8nfeQ1/fHLZuXcrAwJJns7CrN/RxzuO9\nIwgKzJq1hvnzn6G7e+eoz8Rh58Ba4LP09EyOUmAWFHwBFoSPY9flsc9fywq0z2fPdbNjWKZ6H/DV\nSVtPXaRK/QOCAJnM0cD7sZm45plZmZgEcDWJxF11O0I6/UpsRiNDc9UTXIqlCH9TS4Wbl3PuSKzA\n66HAv3rvPx9xk0REREak03OBFcCR2BKluYz0dxyWEfQE8Ajw4KRakZDJvBy4AJtY23tfqVSKsX37\nArZsOYxs1gJVznmCIB8GfqxsRbkco1xue7Z8RUfHZhYseIo5c7aMWtK3O5Usr2tIJO6Y4LurjUxm\nOXAFFhTsJZudTV/f8ymXuwmC/n2u7bU33scol2cQBL3Mnv1AuEx4fvi3HyeRaPzKh0xmPlZOqY9R\nWUsXXHbZ2U+vXz/33htvvPE5v1cotLB+/aHs2HEo5XKcIMgTj+f2kvUVUCq1Uy63EIvlmTv3cRYt\nyuylvuRoM7EgyAdIJEZnjNVdd0fHff/wutdlP/r2t/+BfalJn8u1MjQ0g6GhGQwPz3l2F+VYLE9H\nxw46Owfo6uqvykDek/nYhMQnSCajCaDvhnPuK8A67/1HSKXmApcCR2NBwecG1r13DA93MDTUTbHY\n9myWektLlq6uftradre0uBubRLgX+BY9PXvaubw5fehDc4A3YcHBXTPU910Mq6HZhu2E/X9cddXk\n+yxExtCYgCBAJvMmrEDs0wD/+qlPHX/tD3942uatW+e3tbbmDl60aON7L7nk7p43vKE2m3TUx0HA\nX7CU+ZoueXLOrcaWV5WAwmGLF6/94Yc//MhxicRfaI6g4MHAY1jdwOm5DK5JhOfKO7z3t1c99tbw\nsTOdc98Ednrvp0WFV+dc9TKPTqwuYqWz+07v/XWNb1X0nHNXAi/03p9f9djjwBNjPPZB7/3/RNDM\nhht1rR0Afg5c5r1vviWIDRZeR/4Jm0zYCfwQuNJ7PzmyAWpsrGutPOc7NAj8DLgMuBn4jvf+G+N+\n0XS6DatZC5AnmZyUmenOuTuBFTtWrbpq9syZKxhvuZzBwS4GB2cxODiL4eF5FIsdQIBzJWKxLJ2d\n2+js7KW7u4/OzvEMRh22EuBXwDcbUgOOvfRXnnrqIux6EwM2Uy7H2LnzMIaHjwQ8QTAw4c0ivA8o\nl235Y2fnQ8ycmQkDZ4uw6/6no8iQrPRXgiAIvPcdsVisGITv8Z/e8Y4fP7FmzbzdBgQrLIB8AFu3\nLiOXm1eV9QX27zzymQVBiY6OLcybt5q5c7dW7RK7r2LYBhKfxMYjdbOn68qxy5b9/M9XX30w9v4a\nldF5EHYf/DTJ5Ia9PbkeRo8Ngd8A7/LeP/OcJ1t5ijOAi7DVPpuorp03fq3hsQeBq2miura7O1f2\n2I+zbMGjsVjECux7MoBlqO/uc2rFamd2h8f6DXAHV121ugZvoy4q9yBgofc+Fz52DbDWe/+BCJsW\nCfX59028gcf6IXaCzn3bFVccecPNN5/5/ne/++ZL3/SmJ7o7O0tf+va3D7vxlluObOKAYBd2wbi2\njh2pV3rvb3fOtWc2bPjyG6666nkPX3PNENahjLLm0iHYTP0XFAycFJYC0yK4A+C97678WQP4XfwS\neL9zLua9LznnFmHLn1eOeuyw8LnTSeVauxCb6b0S+NeI2xQp59w/Af+MLa35BbYk5r+B25xzZ3jv\n97ZJwbThnIt775uzmHrjVL5Di7Hv0P4NNCwAOCmDgBXOuWXAWUDfktNO2zTw0EN/xPq9T7OvE7td\nXYN0dQ1iS9tqJcD6BfcCqUYFA/cqkVhNJvNR4J3AcoJgA7NnP0pHxwYGBg4lnz84XMqYxbm977Tr\nvcN7qxMIZdranqa7+0laWwewJeiLgD8D3yCRiKRO97P9lUzGzTz++C1fvOqq+9/y2tfeS3h+XHDZ\nZWfv9UVisRILFmxgwYINu2R9lUotVZsV5ensHKC9fd+WoI8twPr/N9c7GFhlzOvKQ6tXbwWuAd6F\nBbbXY7ug1kOlLvCfsBVRUWcnPzs2xO7JX8A2zNhVT08ZuJtU6iHgVVhwMA7sYHwlu+ZgWaE5LHjy\nM3p6mjF4Mta58v7dPts2MPsL8Bc+9KF5wEnYxhnLsXrqo6+LlRJKTwCrgAe46qqGZ8iOR/U9CDsH\nvh9le5qI+vx70biAYCKRJZP56sYtWz5y3U03Ja98z3tu+sBllz1c+ev3XXrpY++79NLHvvujHy3+\n509+8uVbtm2bF4/HCy88+eQ//TSVuqVh7RxbDIsuf74RnQjvfdY59/1Hnn76DOCOr99881s+fO21\nx27p65vT3tqafelJJ/3hhg996M56t4ORmcE/AF9VMLD5OefuwHaHOtM59znged77xyJuVqScc2dg\nO/sdCQxhy6nfNw0G9L/DAoAnYvW3zsI2iFk+6rEnvfdNtRSmUbz3G51zt2CfB865NuD/w5b7tWET\nWZd776f0tc85NxPb0Opt3vufhw+vds5dgJWuuMg592dsMHIEtsztOu/9P0bS4AYLM5ouwWpovQX4\nMvsbAJsivPfrnHM/wwZWZwGnhveea7z3l0XbuoZ7CxZ0u29wePhC4LXA244/77x/f8mZZ/7uMx/4\nwP0A7/3Yx0688ZZbnvfUXXdd3YA2xbF+XBr4TsM2z9hHbvnyxcBfx2KxI19w4okbHZQPmD9//Y1f\n/vIdFIsPMTS0iGx2OaXSzMqvhP+tXl4+EmyNxXrp6PgLnZ0bicUK4d8vxrJDvgb8pikCoomE7x8c\nHNiwefMjWLB2DRNZDeScp7NzaJzZovuiEkS+HajtBor7oOq6clz40KHunHN+BBy1eP78P9/zpS/F\nDl6wYBDLgqtV1lqABQJLwFeBe0kmoz9XQuHY8AfA52APWV89PduBa0ilfgA8D3gZdg2w0gMW6Cti\nAbAA6ye2Vv39U8B3gD9Nhvq21eeKc+4g4CvAmdjmbp/03n/9Ob901VXbsMDQLWHm4FwsEBrHPocC\nVrZiZxhInCyevQdhk7vfd85dClwIeOfcPwBp7/0rI2xjZMbo81+DZZguwzY8+wvwZu/9k1G1MSqN\nzBCERCLzr1dc8cdiqfTm97/rXU+M9ZQr//M/z7vwVa+69xNXXPHgpq1bW2/71a8OaGgbn6tyU/wJ\nNoCuO+dcJ/A32Jf6248888yCa97//t4XrVix+af33cebP/rRv/3Ydddt/JcLL6xnIdN5WJr0zcBN\nJJPaQGES8N6fE6aLT2zZ1tRUwJadPIBd9G8BHsU6DVOW9z7vnLsPu8ndH/73bmxmvfqx6ZYd+Czn\n3BLgfGznUoBPYMtlT8TOm+uxTZ6ujKSBjXM6NkO+yzI17/2Ac+6n2BKbS4D/8t5/2znXzchAbbp4\nAZZ5fSA2gBLAOXcw8FfYudPF9L73vAWbfLoPuNctXz7HP/XU17f19v5dd1dXZcDZyGyjSj/uf4Ef\nN0UgrIpzrhWbdPlMqVT67207dlz4+OrV37jw1a8eBA4mHt/MzJlrmDlzzbM7oBYKMyiV2vG+sjlE\nKdyluZ+WlsGqJbGVLC+HBfJviCorcE8+/uUv/+yKd71rOXZ9Gd/y8vqpBJFvB66P4rwZdV05C/tu\nvQzIrNu69dpj3vrWjv6f/OQB4AQssLWZiWcYd2A18sDGXTeQTDZdmYxRY8O9s6y+X5JK3Y0teV2E\nLYNejpXXiWNZlgNYEHADsGGy1Qgcda78D5YFfBBwFLbC4Unv/e5rplrAbxt72xl+ctj1HuTcgd77\nrznnTmeaLhmuNkafH+CN4WMPAN/CkgLe2PjWRauxAUHg6u9/f31ra2tve1vbEuAZRu3CFo/Fyk8+\n/fTcxzOZzsMTiaGLXvOatY1uY5XKrrq3AN9vwM5aNznnilinegvwMpLJ8qeTyU+RTi8CLn7V6acf\n86IVKx6++8EHl1KfgGALNpv6DPAZkslMHY4h+69yrlS0YhczGcV7/9uq/33SOfcNLItySgcEQ3dh\nQb/PYp3q/8ICgu+seuwzkbUuOjc5G0x2Yx2DDznnHFaU+wTv/XYA59zHsKDgVA8Izge27iZrdgPw\nfOxefZhzbr73fiv7OiiZOtZ7778Q/rmpsqwiUrkH9WETph/D6jhNS865M7HJ4xu891udc08CbyaR\n+OyGzZu3/N9tt9364csvnwksDYIgqHNzWrEBsfXjEomo+3G766+cio1DPu+toPk1zrl3/PTOO3+H\n3btejAXgrZ5gW1t/uCnIWFqw3butbqDVBbsRuI9Eovl2hg319fcXsczFfuAlsVis4eOyUbqwz/xG\n4EcRBAN3d135tvf+zwDOuQ8ODA+vcuec8zf+jjsWYBNa52KBPY99lgPsuS5cN/ZeA2w57Q+A+0gm\nmzEo9Nyx4XhY3b/+8Ocx4M4aty8qo8+VrwH/Arzce58FVoX9/bewawBoStrtPcj6+tPdc/r8VX/3\nw8o40Tl3HdNzTNT4gCCwLZ/Pz+zr779u1owZb2bUbkhf//jH/++KT34yeeIrXnHZvNmzd/zdxRff\n9b5LL41iyWNlhuznwP806Kb4mnCNewx4NXCXc+4Y7Av+CeC4WBB0OOfaX3jCCauxGg/jqQuxJ13Y\nbHIJuAG4TVmBTe01YxXpjq45zSv8Dn0aWzrRgX23fx1poxrnl8D/45ybCyzw3j/unNsEfCt87Dim\nZ4Zg5Vr7IizgNx8bJHQC97uRmksOK50w1W0F5u+mNt6i8O//Dfgw8IhzLgNc5b2/ucHtjNJzi7hP\nb7vcgwDcxGuVTQUXA7eGwXKw68rFhIOxBx95ZDN2Hzqvu7Pzva0tLa1YEKuW/axWbBdMR6Ufl0g0\nQz9ud/2Vg7BdUqsn25/ZtmPHIInETWQyP8GyfBJYqYJDsVIOY9X6GgaexAIeTwGPNdvy6N1KJIpk\nMt8Bnm5rbf10R3t7B6OXQtdfgP175LAadb9vQBLEWHZ3Xam+/q7BvjvzSSY3AjeSTt+MnSvLsPIw\nyxlZBlstwErHPImtFMkAj5NMNvO5srux4XQ3+rryAmC79766zt8arFbgdLDHe9A0N1afv5IFvLHq\neUNY0HDaiSIgeA+Qm71ixQz/1FNfxjJVerEIP8nTTtv+25tu+t9iseg+9t//ffS//Od/XnDx6173\nyQPmzWtkp6YTW2pwA/CTRt8Uvfcl4Ebn3FexOgifBL4InF8slbIdbW1ffHzdusOxDtBSRmodjDdd\nvgULArZhtRauB37fjKnyIvvh69iM6BvCJZDvxzIPpoN7gFnYcs9fA3jvdzrn1oePrffeR509Ehnv\n/V1hDZFPYfW+hoFjvffrIm1Y492D3T9ei933AAiXBp8P/Iv3/nHgTc65IHzeD5xz87z3g1E0OAKT\nqY5QVKblZ+Sc68Dqjsacc5XBRRsw2zm3AqtR1EkikQP+76vXX3+K9/4AbJliC1V94Amq3gTgNuAu\nEomNe/6VprABWOycc1VBwYOxYA1hMPNP4Q9kMg57r5XljrZk2D7f3ogCWLVhbb/rR7ff/otlS5ac\ngwVBN2Hvrd5mYmOBu7Gl1bVKNKilg6v+fAg27hnJ/Ewm88CD4Q+k05W6cJVJYI9lDA4BvSSTk+5c\nGWNsKLtaD8x1zs2oCgoeAkz5/tw+3IMm3fleD6P6/M/dmGcaa3hA0Hvf55z7N+BLbvnyd957442f\nPf6ooy6+7qabTrv5F7+Ycczhh2986+tf/8SRy5cPzZ09OwsQj8UadSJXig/nsA1Eft+g4+7aCJsO\nexXW8XkYqwGzPSwoewpwwTObN9+KFTVfhi0JfD6VpRX2PrLYDbMykxpgmS6dVc8ZxnZOuhN4rJmK\n54rU0AygLwwGHosFwqZFEMx7P+yc+z3wj1hdjIpfhY9pN2Yr0L0a2xTh68BnnXOXee83h7vXHee9\nj3pjq7oK78tXAV9wzu1k112G1wLfds5dBNzivd/inKtMGumeIdU2YZk5081rsMDU8ey68+kN2HK1\nVcBrw+VrB2EDt03AP2C7EJ/HSNF/sCDQAGPvolq93BGsL5ehsglAItH0mwBUuQf73C5zzn0ZeDlw\nCrtb0mhBs+3hz5S0o69veEdf36NYeY8eLJNlvLvE7qvZ2IThDuA/gL80cVD1Iufctdi9+sPAD8IA\n2dgs4NeMy38nbIyx4SuibVFz8d4/45z7DfBx59x7sazit2Mbakx1e7sHTdd781g+h22atyLqhjST\nSGpVeO8/HUawP3Dqa197NNB/yEEHrfvsBz+48b9SqWO+8K1vvaxQLLbMmTWr96rLL//B3NmzG5HK\nXZkh+xXwvYhmyH7snCthncI1wMXe+4ecc+8BPu2c+yJWV+UGYHZ4w8sAGdLpa7HAR6Vo7GFYh7EN\n6zDmGUmTX4elyO6YjLNkIuN0OfDlcCLi99guw6dE26SGugs4Dbu2VdyNbbQyHZcL7yIMcF2LLYm9\nMPzvvc65+di18stYHdkpzXv/H865bdjM6aHYAPQm4ELvfc45dx7wmbCw+RrgjVN992UZt//CyhG8\nG6v59f9G3aAGuRhIee+frn4w7LN9HivNcDI2KHsQuA54MYnEEHAPmcy9WOBnEbAEW/J4KDaBu8tL\nYnXAKssd12JZdtubOJCzW+HGV68FvgF8HKsVdzMT3xxi6kgk7ieTeRgrdXI+I6uBNrN/NUxbsGXl\ncWz8cD3w4CQIJH8buAZbFnwX8O5IW9NYuxsbRtyspvQmrD74eizQ/aHRS9CnqL3dg87CdhzuBe70\n3k/b7LhRff7+vT1/unC7lu6IWCaTAN6GpYZvoTGp8u1YZl0v8E3gocnYsRIRERGRKcCWx8bDnxiW\n/VEEilO5j+qcuw/4ivc+FXVbmoadC8uwQf2Z2PngsABhPzZWGuucCLDEgBnYeVQOf+dOrITIuql8\nLomIyL5proAgQCbTgt30zsdmTHNYcHD3qeHj57BswC5sWcatwC/C2VoREREREamjsMj7o1g9uAux\n7J7l3vsNkTasWWUy7ViN80XYEsAjsPIOlXQxX/XnMrYZR2XzjI3ARhKJsZaii4jINNV8AcGKTCYA\nDgfOxpb3VbaGH2Biu7LFsLorM8PX+jNWfPnhJtmFTURERERkWnDOXQp8BJugfwq40nv/k2hbNclk\nMnFstVMlm7QY/mRJJGqZTCEiIlNQ8wYEq2Uys7Btw1diM2LtjKTHD2E3vnL4EzCygUZX1auUsGK0\nfwR+SyKxpRFNFxERERERERERaSaTIyBYzWppzMHS5RdjWYRd2M5rrVhwsLKBRgZ4Giu6vJVEQjsi\nioiIiIiIiIjItDb5AoIiIiIiIiIiIiqvZywAACAASURBVCIyYUHUDRAREREREREREZHGUUBQRERE\nRERERERkGlFAUEREREREREREZBpRQFBERERERERERGQaUUBQRERERERERERkGolH3YD9ksnEgXlA\nC/Ze4kAJKAIFYAeJRC66BoqIiIiIiIiIiDQX572Pug37JpNpAxYCi4BDgcOBg8O/3d2bCIANwOPA\nE+GfN5BIDNW3sSIiIiIiIiIiIs2puQOCmUwMC/wlgZPCRx2W/TcADALlPbyCAzqBbqAtfG4APAzc\nBjxEIlGoS9tFRERERERERESaUHMGBDOZ2cDJwHnAXCALbGHPwb995cLX7MYCircD95BIbKrBa4uI\niIiIiIiIiDS15goIZjJzgdcBp4WPbMOCdvXSBizAsgYfAv6HRGJdHY8nIiIiIiIiIiISqeYICGYy\nAXAGcCEWnNtIbbIB95XDAoPtwI3ArSQS+QYev7bS6QCYDbRiG604RjZa6SWZLEbYOhERERERERER\niVD0AcFMZiHwVuBoLBA4HGFrWoDFwDrgahKJJyNsy75Jpx1wELbZyjLgiPC/wRjPdligdS3wGPAU\nttHKOpLJUgNaKyIiIiIiIiIiEYsuIGhZgS8B3oBlrjVTDb+5wCzgZ8APSSRyEbfnudLpbuB5wPnA\ngdhOy2Vss5UBYHcBvgDowmootoS/1wf8HPgdyeSO+jZcRERERERERESiFE1AMJNpwbICz8Ky1Zpx\neW4MOBjbkfhLJBIDEbfHpNMJ4GxsiXUM2A707+erdgLzsAzCB4BfAI+QTDbBenIREREREREREaml\nxgcEM5kO4D3A8cAaLEOtmS3BltV+lkRie2StsIzA1wFJIAdsZvdZgBMVYLUUO4H7ge+QTEb3nkVE\nREREREREpOYaGxDMZNqBvweOBJ5u3IH320KgF/gkiURjl9RajcATgR5sqe866r/hisNqEnrgeuBu\nkslGbvIiIiIiIiIiIiJ10riAYCbTBlwGHMvkCgZWLAS2Af9BItHXkCOm0zOAtwAvwDICG71suR0L\nDD4MfJNkckuDjy8iIiIiIiIiIjXWmIBgJuOwDLcXAqvrf8C6WYztzPsfJBL13ZU3nZ4P/CO2Ycha\nol1avRCr8/gpksnJGMwVEREREREREZFQ0KDjrMA2wpjswaR1wFHAi+t6lHR6EfCvwGzgGaKvs7gx\n/O+/kk4fFmlLRERERERERERkv9Q/IJjJzAYuATZR/9p3jbAO+BsymYPr8urp9AHAPwMt2DLhZrEd\nGATeF+50LCIiIiIiIiIik1B9A4KZTABcjAW3But6rMbJA0PAO8lkWmv6yul0F/A+oBXYWtPXro2d\nwDAWFFwQdWNERERERERERGT86p0heDrwfGBDnY/TaFuxeoKvrNkr2m7CbwLmAM28eUcvtgvx20mn\nY1E3RkRERERERERExqd+AcFMpgu4CFhP9DXw6mEt8HIymYNq9HonYpuurKvR69XTJuBo4NyoGyIi\nIiIiIiIiIuNTzwzBk4A2IFvHY0SpFP68cL9fKZ2ew0idxckSPLVaiun0kqgbIiIiIiIiIiIi+64+\nAcFMJoYtp91Wl9dvHpuBc8NsyP1xIRBnctVZzGPB3ktIpxu1W7WIiIiIiIiIiOynegVyjgLmAQN1\nev1mUcACeadM+BXS6YOYvHUWtwBLsX9vERERERERERGZBOoVEDwP24l3OtiK1RKc6AYbZwNFJs9S\n4dEGsX9vERERERERERGZBGofEMxkFgLHYYGy6WAQy4Y8ety/mU53A0msduBktRU4gXR6UdQNERER\nERERERGRvatHhuChWLbbZM14m4gicMwEfu8UIBb+/mTlsfbv/+YqIiIiIiIiIiJSd/UICB4J5Orw\nus1sJxPJEIRzgR01bksUNgFJ0umJLpsWEREREREREZEGqVdAsL8Or9vMBoGDyWRa9vk30ukOYBFT\nY+OVAtACHBB1Q0REREREREREZM9qGxDMZLqABUyfDUUqyoADFo7jdw5iai2tdth7EhERERERERGR\nJlbrDMFKkGs6csDicTx/Sfg7U0UJqx8pIiIiIiIiIiJNrB4BwakU5BqPPHDYOJ5/JJCtU1uisJOJ\nbawiIiIiIiIiIiINVOuA4Cxs+ex0lAfmjOP5h2C1B6eKQbRkWERERERERESk6dU6INjO9A0IloG2\ncTy/HVtmO1WUgRbS6XpsVCMiIiIiIiIiIjVS6+BNG1MryDUeZaB1HM9vYeoFTz0Qj7oRIiIiIiIi\nIiKye7UOCFZ2252OHOML8E21YCCM/zMQEREREREREZEGq3VAMFuH15wsAiA3jufngVid2hKFSiB4\numaIioiIiIiIiIhMCvUICE6lINd4jDcgOIAtG54q4sAQyaSPuiEiIiIiIiIiIrJ7tQ4IbmH6Lhnu\nANaO4/mPAd11aksUZgBPRN0IERERERERERHZs1oHBNdhG0tMRw5YPY7nP8nU2oCjC/hL1I0QERER\nEREREZE9q3VAcBO2qcR0rCPogPXjeP5UDJ4+E3UDRERERERERERkz2obuEskiliW3Iyavm7zawGG\ngW3j+J3N2AYcU6XmosOCnCIiIiIiIiIi0sTqkcn3CNMvIGj18xKJfc/4SyZLwEPA3Ho1qoFmYAHO\nnVE3RERERERERERE9qweAcGn6vS6zaybidXPux3orHFbojAHuFk7DIuIiIiIiIiINL96BO4eBQrY\nMtrpwIU/f5zA7z4CbGVy7zbcCuSB+6NuiIiIiIiIiIiI7F3tA4KJxBCW+XZgzV+7Oc0HHiSR2Dju\n37RlwzczuZcNHwDcTjI5HHVDRERERERERERk7+q1tPeX2GYZrk6v30w6gVv24/d/h2VUttamOQ0V\nC39+GXVDRERERERERERk39QnIJhIbMKW0C6oy+s3j25gC7b0d2KSySHgB8DiGrWpkRYDt5FMbo66\nISIiIiIiIiIism/qufnHLUBHHV+/GcwDbiaRKO/n69yBbUoymZZZz8GCoTdG3RAREREREREREdl3\n9QwIPgqsYepmCc4A+oHf7/crWS3Bq7F/j8kQRI0Ds4Cvkkxmo26MiIiIiIiIiIjsO+e9r9+rZzJL\ngKuATdhOtMw98cR/6B8c7AqC4NkD33fTTV848eij++vXkJoLgGXAf5JI/KkWL+icWx04t6glHg9a\n4vHcCcuXP3HjVVf99MC5c/O1eP0aSwD/SzL5o6gbIiIiIiIiIiIi41PPDEFIJNYC32VUfbzPfvCD\n3809+ujHKj+jg4HZXK6+7dp/S4DbahUMfJZzL8/ecsulD3ztaz/JbNy48F2f+9yZNX392jgEeBD4\nWdQNERERERERERGR8WtE4C0NPAQs3N0T7nnggdlu+fIPXf7Rj66cvWLF5ce97GUXN6BdEzUH2Ipt\nBFJT5XIZ4NuHL178i7NXrNj6xNq1CwE+9b3vHb74ggve2f6yl105+5WvvPyCq646u9bH3kcHY0vB\nv0QyWYioDSIiIiIiIiIish/qHxBMJCr18Rx7qY933x/+sOyxO+744m9vuunbdW/XxIzUzkskhuty\nhGSyeOhFF9166+9/P/vIQw4pAbGZXV2Fr1x++Q8HfvrTT1x75ZXX//S++0762HXXHVWX44/NYUuk\nHwa+oLqBIiIiIiIiIiKTV31rCFbLZE4BLpu7cuWrBoeGOoMgKAMcuXz56i9/5CM/P/31r//7u7/3\nvc+fefLJOxrToHGLAUuB75NI/LjWL+6cWw3MBzzQDdzx56uvvvbYZcvOxXbzfXZZ9XlXXHGeA/+z\nT37yllq3YwwdwCLgV8A1JJPNWNNQRERERERERET2UbxhR0okfksmc3U8Fnvt5z74we+/+6KLHq/8\n1T0PPDAb4HnHHdfXsPaMT4AFA28Of+rlNd77251zLwKuX3nppb/O33rrqh/88pdXXnXNNS/MbNw4\nq1gqxUrlcvykI498qI7tAMsKPAgoAV8DfkMyWa7zMUVEREREREREpM4aFxAESCTuHBgaGuju6loA\nPA3kqv86CJpyL5E4tpHGLcAPSCTqnlLpvb/LOXdNoVj8FMnkay4499xTXn366Xf85otf9DM6O7ed\nd8UVp/YODHTWsQndwALgt8B3SSa31/FYIiIiIiIiIiLSQA2PwA1ns9m77rvvJ1j2WVejjz9OrVgw\n8EbguyQSjcyQ+xzwEufcCu99902//vVtMzo7P3LDnXfOvuehh1a0t7a2Y8uYa8VhQcClWBD0c8B/\nKxgoIiIiIiIiIjK1NDZDMPTNG2546Buf+MQdwN8BM4Bm3KRiHta2FHBnIzIDq3nvtzjnrgX+DXgP\n8Gl3zjlzgbsWzZv3vzv6+w/HgqoBsB0YwOoPjocDOoG54Z8fBH4BPEwyWazNOxERERERERERkWbS\nuE1FxpLJHAi8BTgO2AjUZ+fe8WkBFgPPAFeTSGQibs/updOzgJOAF2FtBgvsFYFBrP5fJasxCH+6\nsMzHcvjczdiGIfeSTG5tWNtFRERERERERCQS0QYEATKZADgNuAhbAruB8We61coBQBvwv8BtJBKF\niNoxful0K3AgsBBYDiwD2rH3A1DAajauAZ7CPueNJJPNmJ0pIiIiIiIiIiJ1En1AsCKTmQO8CXgB\ntvx1K40LDM4BZgOPANeQSGxo0HFFREREREREREQaqnkCggCZjAOOBl4CrAgf3UJ9lhK3YhmBMeAJ\n4OfAKhKJUh2OJSIiIiIiIiIi0hSaKyBYLZOZB5wKvBSYiS133QkM7certmMbhXRiG5n8AvgNsKHR\nm4aIiIiIiIiIiIhEoXkDghWZTBw4CltKfASW1VfCMvty7Lp5RpmRzTMCLPDXwcgGGr1YNuBvgT+R\nSOQa+VZERERERERERESi1vwBwdEymQ5s44yFwGGMbJ7Riu0QXATy4c8zwGNUNtBIJAYiaLGIiIiI\niIiIiEjTmHwBQREREREREREREZmwIOoGiIiIiIiIiIiISOMoICgiIiIiIiIiIjKNKCAoIiIiIiIi\nIiIyjSggKCIiIiIiIiIiMo0oICgiIiIiIiIiIjKNKCAoIiIiIiIiIiIyjSggKCIiIiIiIiIiMo0o\nICgiIiIiIiIiIjKNKCAoIiIiIiIiIiIyjSggKCIiIiIiIiIiMo0oICgiIiIiIiIiIjKNxKNugIiI\nTALptAO6gA5G7h1FIAsMkEz6qJomIiIiIiIi4+O81xhORERGSac7gOXAYuBI4DBgBuDDn4oAGACe\nAh4B1gJPkUwONbS90lzS6QBoZdfgcZ5kshxdo0REREREpEIBQRERMZYFuAQ4AzgbC+h4YAgL+uV2\n85utQDeWQeiw4M/d4c8aZQ9OcXbeLMKCxwngCGApEBv1zBLwNPAokAHWA+unzfmRTncD84EW7LMp\nAQVgK8nkQJRNExEREZHpRwFBEZHpzgI6xwN/DSzDAnqbsWDFRMSBA8P/rgVuBFZNm8DPdJFOdwIn\nAudhgWSwIFc/MBj+uVoMCxrPYCRYuBb4OXZ+TK2s0nR6EXAslmF7KDCH534mYJ/FDuAJLFj6EMnk\nxkY1U0RERESmJwUEZXpJpdqANixQUQJy9PRko22USITS6dnAG4HTsaDEjhofYRYwD/g98B2Sye01\nfn1ptHR6JvAKLIu0BegF+ib4arPCnyJwF/BjksmdNWhlNNLpNuA44KVYpmR1hu2e7jXtjGTZggUG\nbwX+TDKZr1t7RZpdOl2ZYFqITVgdgGWlg2Wtb8QyjzcAm0kmxwq6iwhAOt2CfX9ijJTyKEbbKBGJ\nkgKCMnWlUg5bwrYcG5gdDixgpAaaw+qfbQceD3+eAlbT0zO1vxipVCvWwV6ELfFbwkgHu4B1rJ/E\nOtobp1XQNJWKYwOOA7FBeiV4nMWy5jbR0zPRzLnmYTXeXgC8BXuP69m1NuCuvHcUCl2USu14H2Df\nnzLx+DAtLUM4t6facJUlpR64Hrh7StWSS6U6sHOlsgw0S0/PcLSNqgPLJD0JeCs2sbIRG1DUQhwb\n8OeAbwG/m1QZpfZ9OhV4MxbU68eC6xN5Dw7LJuzGgonfAX47pb4zInti36fDsUmHk8NHAyoTuVCu\neqwd+8748PF7scmFpybVNUSk1uyefTBWwuMIrBb0gTz3vrQeeAzr9z9JMrmpkc1sOPtcFjMyBjoS\nm7huCZ+Rx/o3j2CTDeuALbqeyFSlgKBMPalUO3ACtowtET46jGVojLUkrR1bwtaBdSrXY0vY/kBP\nz9Sp62QB0qXAWeFPjJF6b8OMLGULsM+iNXzMA/dhHewn6emZeoPSVGo2Nug4Hes8gX02lR+wgUbl\ngrkO+C1wLz092xrY0tqwGeKLgCTW6Rl7qWY+P4OhoYPI5w+kVJrFyGdR+RxG/j8W20lLy2Y6O9fR\n2roT5577evZdOwj4DXD1pM18SqUWAkcxstnKPEY+E499h3ZgkwyPAQ/T07MhgpbWTjo9Dztnngds\nYqxzJp/volCYRT4/i2JxHqXSDLy3pcHOlYjFBojHt9La2kdLSx+trYNjHKkTCww+gGWUbq3XW6qZ\ndPoA4G+BFdhkyq7B4GKxnXx+BsViN4XCPMrlNryP4VyJIMjR0rKNlpZ+WloGiMdHT75UPo8/At8m\nmdzcgHfUGDYxtRAblB2AXR88FvDZhH2Wm+jpmZzXiYmye/UcbODeyUgmzxB2ve6bspOWdm86C/gr\n7LqaA7ZQ6Z+Uy3GKxY5wUsquK/H4MEFQ6b/EGMkg3ATcDNwz5bMGU6kAm1QZqU06Vc8R2TvbFK5S\nzuOQ8NHKOGiYXQOCDpvE6sYm+sACYbdi5SumzvXX6vg+D/tcFoaPVsqcZBmZaIhh46BurD8HljBy\nC/AgyeTu6mmLTEoKCMrUYR2iU7CBWSe2hK13Aq80A+uMF4DvA3fS0zN50+ltcHEs8DdYJmAB2Iz3\nJQqFTorFborFbspl2w3UuSLx+FA4QB3EuYCRDvZm7DO5f0p0NlOpQ4GXAc/HOkW9wADelykWOyiX\nW/E+wLkyQVAgHh8OA13d2DkCNlC/BXh0UnwmtqTxnVin6GlGOkDGe8fg4EKGhg6jVJoLlHEuH/6M\n/f68d3jfgveWqRGL9dLZ+QRdXRvGyBx0WAf1IeBLJJOTI5MulWphZCno0djnVt3BHq0y0dAZ/v9j\nWAf7T5MuwJFOHwK8l5GswJHzoFyOMTy8gKGhQykW51PJwLbzpUB18NjOkVYqgfZ4fBudnU/S0bG5\nakBfsQgLBnyaZHJNfd/gBFmWwVlYlm0R+2xMuRxjaOgAhocPo1icy8jnUMS5ykSLCwOmlZ2Y9/SZ\nLMQGKdcCv5q0mQpWtuM44CVYxkoZG3CV2XUw5sL/d9jy6duBP0+6786+GvlcXohNMlSCo9UzK5XJ\nhiFssuGX2Gcy+TPWAdLpZcDbsUm5LcAg5XKcoaEDyOUOpFicS7nczXOzmxxBMEA8vo329k1V350Z\n2CY+jwHXkEyua+C7qS/LSj+akeymZVRfR+zamWFkA6eHp+x3p1oq1Yl9Foux60tl9UtlouEZ7DNZ\nj60GmlqBnXQ6ht2T3oi97z6gj1IpTqEwg0Khm0JhDuVyO5WM21hsmJaWHbS0DNDSMkAQlIG5WD+3\nH7gG+MOkvedAJUD6Cqy/X5mw7Q9XvlTGQR14H8f6L5Vx0EBVv38OMBMLHP4QuGPKLrW28fRcrN/R\nwchEQz9TfVJqmlJAUKaGVGrPGRoT04YNSp8CUvT0PFOD12ysVGoWcAFwJrAD73vJ5eYwNLSUXO5g\nnjvYALtZjmQ7tbaup7NzNe3t23GuG1t2fT/wnUmZHQeQSnUBrwXOxc6VLRQKbQwNLSKfX0ipNOfZ\nzKZqzpWJxXppbd1EZ+c6WlqGsQFHN7aj7g309DRv/bN0uhV4F7ASeG6QJZebSV/fiZRKc3Euh3PD\nu8n02z3vwft2yuV24vFeZs36A21tY9WXOwT4C/CFpp9tTaUOB96BZez0Y2UGxnPzrGT8zMAGut+k\np+fRWjezLtLpw4D3YZ3gkfqS3sPg4CIGBk7E+9YwALjv54udJx3P/m5396owgFz9rDlYZ/Q/SCaf\nqNVbqgkLBr4au46so7IDt/cBO3cuZXj4GMrlOEGw759L5TMpl1sJgiKdnX9hxow1VUH1Nmyg+wOs\n1uLk6cBZAOM8LBDYjgXS92VJtWNkcDqETb7cMmUG8naPfgl2L2rDNuPZyZ43dGrFBqZd4fNvB35B\nT09/fRtbJ5YV+GpswN4PbCOf72ZwcCnZ7DIs0FV8dpJh9HfJvjeVyYY4zhVpb3+Krq41tLQMMZJ9\neiPws0mdLZhKHYL1587GljcWse/SALtuWBTHvjOVDKcc8Avg15M+W320XVe/vBB7vw67Xgwx8rnE\nsQm6Duy6k8c+k9/Q07O+wa2uvXT6IKycx5HABrzPkc1afz+fX8LIipfScyalLGPdAyXa2tbQ1fUM\nra19YZ//AGxFzPWTrga03aePxiYa5gDr8b5U9bksppIB6L17dtK7+s/OFWltfZqurqfD1S+VseFq\nbKXL041+W3Vhk97HYCuHjsKuL5VJqeqVUpXv1oPYpNTjU3Ll2DSjgKBMfqnUCcBl2IWqHjszLsA6\nk9fQ03N3HV6/PlKpY4H3AK14v57h4QX09x9HqTQjXKq2t7pvdlMsl7uAGEEwRFfXQ+GgfVH4jG/Q\n0/PbOr+T2rLP5VKso7yObHY2AwOHUShYjbuRbLjnfjbeB3jf+myWUzy+me7ux8Ng6UFYp/tqenru\nb+Rb2ifWMXor8CKsIzPCghiHMTR0NFAIz439P2ap1Am00N7+GLNmPRrOPFdbinU0v9KUwQ3LNngt\nNmDvpTYbrszGOqZ3AD+gp2esZbPNIZ1OAFdiQYeRoG6h0EFf3/EUCotxbpAg2L/Mk3K5Be+7aGlZ\nz6xZfwoD7RWVwMcnSCYz+3WcWrHv0uuAV2FZtpYlkMvNoq/vRIrFOcRi/eGga2K8j1EqzSAe3xEG\n1SsTDXEsmP5/wI1N+b0ZLZU6BhuQzcUm7CZ6vrRhGQuTK6g+lpEVDW/B+hcbgTzlcpxsdg7F4gzy\n+fmUy51Vy8sHaW3dSktLP21tO8IsuDZsomIQSGGlTpr/nKiwzJ13YpNUz1Aul+nvPzS8F0EQDOy1\nnzKa97Gw3+Lp6vpzGFSPYZmHvwZSk24ZZCrVjV1zzsaCxVvYc9B4tDasLxsDfgr8eErUhh5JBjiO\nyuqXfa9r24oFu2JY3cnv0dMzkVVF0UunTwUuwfqgmxkensvOnSdSLs8AimGfbu/XBe+D8LsTEI9v\nY+bMP9LWNoAFwIrA50kmH6njO6kd24zoAiwrcDve9zE0tJCBgWPDTOMiQTC8D+OgGOVyJxAQi+1g\nxow/09GxHfs+dQLfBW6bFPfisVh2+ouB8xmZZOplz9+jVqykQyuwFeuP3ENPz+SdbJnmFBCUyS2V\nOhXLeLLlJfVTycz4LvDzpu9wp1KnYZ3srRSLBfr6jiWXOyS8+eUmFOwpl1splztpba0M2sEGZ98B\nbm/6zwQglXohNjDdSqmUpa/vaHK55YwEwfb9PXhPOFhrpa1tDbNm/YV4vLIb4nXArU31maTTJwL/\niAUDRzpA5XKc7dtXks8vJhbbOe7B195YB3Mm8fgm5s79PbFY9SDGYUuevkQyeV9Nj7u/Uqm5wOXY\n934du2Zf7K8AW8q0EfgMPT3NVycvnZ4BfBSbIR4ZJGWzc+jtPQ3vg3CwXpvj2fepG+fKzJ59L+3t\n1ZkIs7Fz5YNNsQNxOn0+8CYsy7aE9zAwsIyBgROAIrHY2DU5x6tyjYE43d1/pLt7Tfh5x7Bg+vUk\nkz+vybHqwTZoeiMWUN/OxHeiHq0SVP8Z8P1JNwhJpWZgg/cTqdRwzeVmMjh4CLncMiDAexcG2kcy\neSAeLmkDKNHengmzVgawgdyB2ATL1fT01OYcrCcLBv49trTzaXK5mfT2nkS5PJMg2P97UXVQffbs\n+8OapUux+qRfmTRBQZv0fgf2b7yO0WU+xieO1fHdDnx90gbVU6kYFhx9I/Yd2Z9kAId9JgWsJMN9\nTdV325t0+lxsYmEDpVKJvr6jyOUOxbksQTCxoG/1vaez8xFmzHiSIOjEJnU+TzL5h9q9gTqw1TDv\nwDbOW0Oh0EZf33HhJOYwQTD+DPORVQ1ttLU9yaxZjxCLgU003Ax8f9IFBVOpI7Ax0QFYzdWJnC+V\nlWMPA9+achnI00Ts3//936Nug8jEpFInYRlwG6nNEuE9KWFLMs4A+lm58qk6H2/iLEj6bmAj2Wwr\n27efRak0m1hsJ0FQmvAA3rkSzmUpleYwNJQgHt9MS8sWbJnGQFN/JgCpVBK78a0nm21j+/azKBbn\nEQQ7w2V943s95yAICjiXo1icz/DwMmKxzbS0bMaW9BRYtepxVq6s/XsZr3R6Nrbss5fq7JxyOca2\nbadQLC4kFusbV0B0Xznnw/NmLrncPNrb14/KFMwCp7J69b0kEs0xiE2l5mGZcXOwAVitPxePBUfm\nAaexatUDrFzZHO8dqrNJl2EZF2Z4eD69vWfiXIFYbPzLyffEvk95vA8YHl5OLLYtXO4Hdo7MB+ax\nevX9JBJ7eKE6s6zJ92DnRRHvYefOwxkYWEEsNrDf2ZLVRq4xRbLZZXhfpK1te/g9HQBOY/XqVSQS\ntQq01Y5tGPJO7P6whokNNHYniy2rPRk4gFWr/sjKlZNjyZJNNFyBBaaeplSC3t5jGBh4HqXSbIJg\niCDIEgQ5nCuG991y+N8CQZAL/65MoXAgw8OHUiwGtLVtxrnt2HLBE1i16g+sXNm8y6qt1tll2HK+\npxkenseOHWcCsTC7dv+vuZV7T7ncRTa7lHh8C/H4xvCYCyK/luxNKuVYteql2PeoH8vE2d/PpYzd\nezqAl7Bq1SZWrly7n6/ZWHZteQfwSiyIUYvrXz/22SaBdlatepiVK5s/uJNOvwjoAdZSKMTZtu1M\nisUDw37txOvbjdx7CuTzS8K+Zjq31QAAIABJREFU29NhgPEcVq9+ikSiOTe4sszAS7AM7DUMD89l\n+/azKJe7w89lYhNIzhFek3MUiwcyPLyE1tYNxGJbw2PFWL364aa+plSkUgGrVv019jlV6h9P9HzJ\nY2OLg4CXsmrVVlaunHwltqY5BQRlckqlFgH/jGUGNmrZQxkbhJ3FqlUPsXJl89XSSKUSwD9hwcBO\nduw4I6x7V5sloJVBOziy2eUEwTZaWzcBZ7Jq1ROsXNmcHYRUagUWJF3H0NAsenvPwLliTT6XkUBG\n5TPZQWvrBmzH4o2Rd7YtuHMptuRj5Jz1HnbseD75/KIwGFi/NlhHKkepNJt8fhYdHeuqjlfEZhiX\nsnr1fSQS0XbCrb7klVi9v011PtogMAs4hVWr7mXlyubIWFm9+mTg9dhyWJPNzg6DgdmaBr1Gq9Q2\nymYTtLRsrtp1tx/bPX4diUQ0mwOk0+3Y5iqeSkZ6f/9yhoZOCL9D9QlKWWAjTz5/CN7naWvbgd2P\n4sDxrF79KxKJ5smSs8zAS7CA3RpqH1CHkczV44AFrFq1qukH8Lab/RVYhuMGstm5bN9+JsXiAeFA\nNbfPgTDnfDiRVSCfP4jh4SW0tGwlHt+MDcxWsGrV75vmmjLa6tUvxjZoWsPw8LzwnpybcEbT7lQC\nG97HyGaXEY9vJh7fhF1LNpFINOfA1eri/RXwZmAtte/n5sLXTIYD+MlRB82Cge/BNoJbw8SDGGMp\nYMHFk4GZrFr1YFNfU9Lp5ViG7XryeZv89741DKjX5hgjE7qzyGYX0ta2JsyuO6upJnGrrV79Siwr\nfQ2Dgwvo6zsd5/I1m8S0a0qOcrmdbHYpLS0bice3YNmI0fVP9pWVq7gIu748jdUDrIVBLDiYZNWq\n5k8SkV0Ee3+KSJMZGWzkqX9m4GgFrI7YO8P6Ys0jlWrHlk/3k8u1sGPH6WFGQe0DpjYQGWLnzheQ\nzc7AZq4vDZdCNRcbhF0CbGF4uJu+vtPCoEZtsyeCIE8QDLJz5ykMDlZqZfWQSi2o6XHG7whsR+Fd\n0/gHBpaQyy2pezCwwjpROykUFjIwsHTU327EdsI+tv4N2QMbhL0Ry0ZrVHB7M5aJ+Obw+NFKp2di\nGQcjuwmXSnH6+k7GuXxdg4EVdn3J09d3MqVSS/ioD9vUQzo9q+5tGNtrsKU1FljPZucwOHg8QVC/\nYGCF7XTex+Dg8WSzs8NHt2GB/lfX9djj91IqS7XqEwys8OExzsCWDzYvW+J4KbbkbhODgweEGXHs\nV3a2c2Xi8T68j7F9+1kMD8/DdlA9CLv/RH9NGS2dXoJdZ9dRKHTQ23tq3ScarB9UpLf3VIrFVux+\neDHpdNT35915PvA32K649dpFOoudK5eQSh1Zp2PUjp3Lf4stta/XtaWMlVU5B6sR25xscsoyR0sl\n2LHjdLyPEYvVvnSScxCL9VMqdbNjxwsol4exz/5tYaZv80inDwX+GniGbHY2O3eeGi4Rrv21xUqD\neHbsOINCoQ3rn7yNdHpezY9VWxdgNQNXU9tSOGDXlGeAvyWVOrPGry11pICgTEbnActp3IB9tF6s\nU/+GiI6/O38NHEC53Edv7/OBcs2DXtVsOUGevr6TKJWyWHHdC5tqADLSgWylVMqHQY1c3QYetpxg\niJ07T6ZYtB3b4O3hYDAqL8VmAEc6z4VCJwMDJxKL1a4G3L6woGA/AwMnkM93j/rbfuy7HaUTsU1X\nGr3j4DosqHFSg487ltOwTQ5GZo37+o6hXO6sy+TC7gRBlnK5g76+YxipdTyE1XM9rWHtqEin52Pf\nJZv9tyDp88OarI1ZrmpLR+2aWy5XasmtBc5rmkFIKrUUuzeupb7BwAofHuvNpFKLG3C8iTobm/BY\nHxb8rwxUa3OPDoIszuXp7T09DBivxa4np9fk9WvFAgiXAFm8L9DbuxJwDZpoyOJ9C319x+F9JajR\nE2bRNw9bVv52LMBQr2BgRQ6b4HhXmB3fzCr35zV1Pk4Zy5x6NanUoXU+1kRZf9/77fT2Hke53FGz\n2rW7E4v1UyzOY+fOwxmZxE3W9ZjjMbJBUR+lkquaxKzfdygIhvE+oLd3ZXhNcdg1pTnjK6nU8Vhm\n4Gr2rxbpnhSwftJbw9V8Mgk05wkrsjup1EwsGyLqlOy1QLJpLnaplNVugLXs3HkE5fKsuncOoDJo\nbw8H7euwgfrhdT/uvjseOAnvN9Dbexzet9U1SAqEnQ9Hb++JeL8Zq1d0cl2PuTvp9AFYduCWXR7v\n6zsesABmo9mS0CJ9fSvYdVOr7cDRYfZI46VSHdggbBP16yjtzkj2W5SDsnS6Bessjpwvw8PzwqXw\njd/MIwh2ks0myGbnVz26BfirsK2NdCb272Qz6jt3HtnwICnYAKRU6qKvr3KdrWw6EX3gx7L3L8VK\na9Q7kFEtj2UmXBLx5MvYrJ/wZmAdpVJL1cRUbT8jy6wthgHjGDaxcXETZKlXOxqrn7iF/v6lYb2z\ngYYdPQj6yeUOYXDwIOyaezQ2wdwcbDnfW7HxWaOWY/ZhJTLe2KDjjV8qNQcLJG+iMRMNRaxO6TvD\nvkHzSKcPpNLfHxxcRD5/SMPuz0Gwk+Hho8hm52DXl9eTTjfLaqnTgQV4vyOcxGxvyP05CAYpFBbQ\n35/AMo+PI+rVLmOx8bOtlqp/HzeH3ZcvCfsF0uQUEJTJ5gXYDouNHGyMpRy24UURt6PibKBIPt/O\n8PARBEF/w45sHexl5HKzsA7sSxp27D2x7MCXAzvJZueFuyw3qtM0QD6/iMHBhVig65URZU6exUjA\nwOTz3RQKCxs6CBstCIYoFueTz8+setQT7Xfq+dgujvXcrXxPhrDMvFMiOj5YR3Ym1aUYBgaOwLl8\nXTac2ZtK7byBgepJhmFs8Hp8w9phy7NeRiUrvVhsJZs9NLLvUCzWTzZ7GKVSa/jIZuB80um2SNoz\n4jhsqeq2CI69BQs0HR3BsffmPGw36nyYnVa/iakgGKZc7qK392gsSBpgyx+bxfnAAOVyjKGhYwiC\n2tU72xeWpT7I4OCxeO+wgeu5jWvAXh2O1Tds9E6d64EzmzjL9qVYdngj7887sBIR0U+27Mr6deWy\nZ2BgBc4NNuw7VMlS37nzeLzPYf8m0a9ssI1EXgFsIZebTS6XaNg4qLKkenDwWIrFNmxC7PyGHHt8\nXomt5GrU+HAzNtnS+BUdMm4KCMrkYbMML8fq1TWDzcA5kS+zSKW6sbT9TQwOHgL4hi1hA8JAQYnB\nwQQ2KHt+k2QkLMHq521jYOCwMKjRmCPboGOYoaHD8b4PWAwc1piDh2wZVJLR2YGDg0uBckMHYaPZ\nscvhOVNtM/CihtelsayMV1C96Uo0tgGviDDL6SVUdxbz+e5ww4PoCodb8PiAUUvM+7EBYqOcgAVr\nLYgzNLQYcA29zlZzroz3AYODlcF7Dts19IRI2gPVmyA0bjLquQaJvuzArlKpWVg5gE3k8zPJZg+p\n+0A1CHaSyy0nn+/CMqrOjbyfApBOLwaOAbYxNLQQ71siyVIPgjylUifDwwuwe84LSKfnNrwdY3sp\nja+NDTbJXaQZa3HauXsultHZaJuxe3JzZDnZstgXA5sZHj4gnFxobIKEc8OUSnPI5WZjfaZXNMES\n2WOxzZqGwn5lsaGTmLbyJWBwcAnWjzs6vN41Bxsnnk3jv0PbsISIqM8P2Qv9A8lkcji2I2ez7GpV\nAFqwrIgonQDEKZUIl/Y1PsMpCAbJ5w8Oi3V7os1yqjgDKIRBjQMbHtSwndkqnSbbza+x5mJBgpFM\nlHI5RjabiOQcGS0IBsnlllZtGgE2IAmwWflGOhw4kGiDGWABjblA4wu82wz74ViN1LA1g4fQPMHj\n6o1oeoHDGrhs+EQqg3TvHUNDR+BctPehIBgKJxwq/zjDRBkQtAmYw4k2qL4NOLZpSnmY07Brmk2a\nWYZNfQeq9vo+/P5W+inRZ/HY96iM956hocNxrrHL7as5V2Bw8DAsEBbQyIzj3bGJ1OcRXX3sTcDZ\nYfCgmZyE7agexcqgISzQ1CxLQI8F2vA+z+CgZe83mt2TK0kA/cACYPTkbqOdAwxSLLaTzx8c2Tho\nePhwymWHrcw5teFt2L3K6rpGT8BUzo/m37RomlNAUCYTy2xqLjmiv9AdCwyTy80DYuFMVWM55/He\nhbW++ok+SAqwAuhlePhAgIYHNSqBjOHhRdgg+fgGLxt+7uxkPj8DCCLLbKpWacOuy4bB7kuNnlk9\nlNrvtjZRJaKpw7kQ++xHzo18flGkg/YK57Lk8wurHqm0ceFYT6+DI7F6UlAodEWSlTFaEBTwvp1C\noVK/qR84KsIWNTYDemw+/GmemnA2OdZLqdRCLre0YQPVIBgkm10e1hLcSVR1bHd1DDBAqdROqTQL\n5+pbz3dPLPN4Qbg5zzDR9+PA2lA5h6NQmZBrto00zsDqHEYlS3N8f8BWveTD79AcnIsim7SSBLAE\n7wPsfD04knYAYXbikUAv2ex8vHcRlTgp4n1rmATQR/MEkcFK8eyI6Ng5mis4KmNQQFAmk2OIrr7X\n7kQ9CAO7EfZTKMwiuo6kpczn8/Owz2R5pCniVgT6QGCYQmFBJLOoAM7lKRQWYMV1u7CZ5kZZxujz\noVD4/9l78yi5rure/3PuvTVXD+rWLMu28AQGEzc4GGMzFBkIIUBCfuFlwOBiiJNHXiDz8LIiO2+R\nlzAl5EFIgLggBJJgMhjsOHaIy+AJGw9teZBlSVZrak09d3XN957fH/teVXWrW2pZ3XVvS+ezVi9b\n3dV9T506w97fs/c+XcgtaFFB0WjMFQSbdN4hidLaMo20p9NspH1suK6D52VRKux6rRLN43nZOdGk\nFtLm5aVY7AJWIU5hMIeiQ6s9FaCfYjGs1NCXEY05VCP8PVkoFGLA+UDp+MFH526kdgHbPwSaBi4K\ndU8Wp/0iYNrvCx2ByGPt988U0REEwxNJBY3YDtFAymdsQeqyhUVUxgfI2hb+HBLBTfllCSqEW7t1\nDRIF3aReXx1KUEQ7YtPOAOeHcPnZiRQKCSSCP6w5NEVU9mTDghhB0LAykMiqiwk/pW8uZWB9aLeQ\nSWpHP1ChXl8TqvOuVI1GYzUS4eTQ+bTPdjYRpCY1m32hRSIoVcd1e/G84BS1k5FvlzLXQa/XV9P5\nlIGFUapBvT633mQJaXtnECdZHNVoUAK2hFBH8CW0jw0RmsJ12gMC5322GNegM8LxRmZfytNLmAcv\nc2k0VrX9y6MTIulcZH++lGjMoSg57+sRkd3zncROTyblz5kmEAdWn+L1y8lqAqddDi+jQNA/VWCV\nL/6HSSsSOTymidbFPOuQeROmyFMBVoeeSi2XRm0CZiIzh5rNQFDvnM12Iq3DzEajP9TIY1nfViN7\nsaJzWQwnI7BhwrJbysAaCoWo3EZtmAcjCBpWCgmkqHv40SqzCRbZsAzJXgJDyXW7QxYEJYpHalpp\npN5jWPQACteNo7UTYvF/GR/NZgoxDjoZIZhh7nxx3WwoRdwXpoHrzjWyG0jbO0UaWV+i0i8S2dP5\nNaUHiWT1W+GGc8hxMlw32favBp1ZY2YbsWGvs+0o1aDZbI+wVcxtb2eII59F2NFNIM772ogUMW+J\ntY1GH523X1wajWDP0Uh90rDoJnBIm80eorHeum3zxyM8Oy6IhFtDOBeKtFOm8yU7TkZ/2A3wcQm/\nLXJIJzZlTyRsuWYzi6z7vSFeLCL2vtYq9KwG2ZPb7ZIoCLdhj1uQ9TXMAynDKYiCwWQwLIbww64X\nRhNe+1o3n2ltE2aNxSCSSGqKKNrb1nliiIEQ1m2t7aiQ+iTBieMh3DEyFxFM535GHiIwdAqHKEV8\nCZrOz5/Z46U1ZqNCMI8CXKTNy42sJQFaR2m86HnWuDD2oij1Ccg4joLN0GpDOAdTHloHbQh7T55t\nq4RR4+tEtD+fA8IcM1EYr9C5dXWxzF5/wyXsm4ajY+/7rfBrcMr/hzeGE8hcFvsg3FIEXoTWlICo\nzKEo9IVhAYwgaFgpeETL4ZhLWBtzq0+iYWBDK2oyzPbI5xGNPmlPu+xke4KUhblEwTBoZ26fSIpd\neM+PAp3uAzhxvIQ9h+cy3zjpRBrZ3M8hSn0y3xoXxl4UtmM6lzDmz3zMN2bDakPY81kv8P9h096W\nMMdMFMYrRGfuBER1rETh+VGw5aIwfwLbJezPB0DNOfiJwlyKQr9ANPrCsABGEDSsFBpEY/ObD0V4\nqcztl2U0ODHaqnNIqrDXthmGmVbX8NvSRCKLQmwKym+HZvbntdzUmLvGSypFdOaR1tY8aS8Wne2n\nOlHqEyGMNaVO+3gJuzD3fMxuU6fGSYPZBy8NomI7yfxpHyeacFIxgzZEYR4FN2WHn04na7CMHcuq\nhBCxbmNZ7beEh3O5ltAap3JDdhTmkDXnwrEwbZYmcsARdr8Ety5HhdYcChdF+CURWvabUvUIzCGF\nZQX2kya8Oo/yuYjv4fm+SDjM3pM10ShzVSUacyjs+WM4CWEvJgbD4sjn68AYELW6VkHYfljXuY8i\nm7EiFhvD8zqZajkbreM4zoQfDWcBx0JrCxwFwLabWFaZsFI9xDhwcZwKsiF3sk9GmJv64zjjaB3e\nGJmLjJm5cyeBzPXOkM9XkPmbPNVLO0QcuVik0zfCHaJ9vDhOFG6Mnc3sNiWRNi83E7P+JetsVFJf\nHGKx9rmiCGMvyuebwDDh1C+cSxbYSz4fBQfoKIEDH4+P03mbWxGPB+PXAo50+PntjBC8f8cZI/z0\nS5D+mSSwoTq578wln/eAfXS2fu58dAG7Q25DO4cJ31cNLoU7GnI7JggO/mXdD38OxWLTyJg9RC4X\nVgTYMSQAABxnIlQbV2zaYB0J2w8KOBzy84P5G/b8MZyEsBdZg+F02EGYRZ/nJwvsIZ8P52RMhNID\nQJZYbIQwazRonfDbkEBuHZsMrS3i+GjAwnFG8bxwauJoncBxRn2RVCFOc6d4jrnOhTilUYjiCbCJ\nx0fnfC8LPNvhduwkOmtLN/B8CILGXtrHRjw+g9TlCX+8BG2Ix9tFUoW0ebkJREdpQyw2FYmblwNi\nseBW0sBpDcv4fw4Zu2HTBWwPuxE+I0hURKztc+os4rAngXHy+TBvsJ1GbIIk8fg00YhYaRc0DpDL\nhRlBCdGYQ2miM39ADjhm6Gxd4bnI+Mjnw432EsHtBaArMnNI5k/Ya+4wrf15BK3Dq4GpdWDTOsja\nP9e+DYNjtC6rC4PgkC4KUfuGBTCCoGEl8RzRixAMeyMEEU+6/JPuMA0ERTw+hvTJzlAjNGTjGUL6\n5SjhRQjGiMWOIkb2UfL5cgeffpC5NTvEeIsSeoE27etwO7YTnbUlg6x1neYg7YKgUl7op+0BWsex\n7Yl5LmU4uOzPFpFADl0A3xEj5DIEwfNV2/zJAPvI5cJyWncSrtMe4CBOc/jIHvg80E08Pu2n+XVm\nL/K8OJZVJhabQW66DGNNaZHLaYJD3UAcDTu1T/afEiLChds/wi7CLPvSYn/YDTiOzKEdQO+pXrqM\ndANPh/j8drYThTkklyTV/eyXGDJ2wyIIQEj4PkhYfSIXmshnI35QeFGTLSRgZQftt953lm7gqZCe\nbVgkRhA0rCT2hN2AebARgz9MngViJBITWFY5lLRhMQ4aJJMjiGP6RMfbcCKPAD2k00eQuiKdXe8C\nQy2TGQb6/fZ0ktkCD0AsNoNlVUJNLQ8IDMpAYGmh6ITQM5sdtNLGwiR4fhiHDGNI7ahWlHEisQ/P\nCz+V2vOSJJPtTmqMzp6+P0cQQWrbVRxnDK3DFZC1TuE4IzhOUJcnbFHjOcKNQgARA5vIfI4K9wFZ\nlPJIpZ7H8zqTEqp1inT6ef/SmSTwUEeee3KeAdLYdpNYbLhjfTEfnpchkRjy+ydG+HYcyLpfJzxh\nPY0IK9EQ1FvcS7gHdjE6b78txE7AwrabxOP7Q5tDnpcmldqNUoHdNBRKOyA4bHgc6CeZHEGpRscO\nXtrROoltT/g2bRcw2PE2LMx3CKccgUJsgodDeLbhNDCCoGElcRCpbdIXdkN8MogTHfbJ8nZgAqXE\nAQjDURXjYCeWZSMFbB/veBtO5GHAw7Y9kskXOm44eV6GeHw/jhNc1nBfR5+fy80g6Y6tVFildGhj\nZC6elyGVen5O1FcaqZMzscBvLQ/5/GFgG7C6o889kT5gO/l8pwXRwKh+lPY+yGSGUarzYno7UofT\nI5Np75PVwKN+mzvB4wRCqVKQyewMPXJS6ziZTHtUhkOYDkg+PwncD6wLrQ3y7CL5fKfrb56Mp5B6\noCl/DHvLfrmIOMNN0ulDiJ0ySviZDCDj0wUcMpkX0NoOJdJWnmmRyQwhJU4qRCECTOrZfgdYG1IL\nVgN3RDC1bztia4chaPQhYnFUoiafR1JAs2QyewCn43Ooddi9HxkzT5HLhVmfFEQ0jmNZLqnUTjyv\n8/VstU76hzAOss79oONtWJhnELu60/2yGthGPt+Jes+GM8AIgoaVg6QO3EF0an0FxlO4t3GK8XY7\nsJp0ehil6h2NABPnw/ONg3XAd8jnq6f4reVH6iV9D1jrG/507JZHEVBsstndwBrgMfL5MIoL38nc\nNIF0epgwIibbEYNSzxF5QObUf3RQ6GnnLsIv6J5FPrOwuIf2i0Vsu0EisSfkSJ4sicQebLu9vlcc\naWun2ImI61LfK5U6hlLV0C4X8bwYSlVJpYIi3T1IHaWdobSnxT3IZxNGpK2FiKLfDeHZCyN1fv8D\nWIvj1Mhmn8LzupbNidcaXDdLV9cgtt1A9p/w7RSAXG4aKAJrSSbHcJypkA4wMzjOMRKJaUR8+09y\nuajcgPk9WmO5kySQCyuiF8kjY/fbdF4oVcjaekdELikK6gjeDvSTSEzgOCMdF79kT96H41QRgek/\nO/r8+TmARIb3+b6I19EoQc9LYFllPyNpLfBdf72LBuIn3kZnD+wsxKb9jw4+0/AiMYKgYaXxFFJk\nOGxRMImkrEUljeBhoIZtx+nqehzPy3SktkjgfGSz23AcD6lh+L1lf+7i+W8gRjxeX3ZHLEBr8Lxu\n0untJBIzSKpLWBviY0gKUku4sO2Gf4Ia3hzyvC4SiRfa0h1BHCCP8ByS55A6OGFGZ+yj8xeqtLMP\nicJuichdXS8gl4uEkYLjANpvQ8AqJD2pExeKCC0nTPpFKY9s9mk8LxtCdIYIGtns0366I0h9rW+H\nJKS3sx94ADgvhGdvAu4NJbr21HwXidLrJZvdSyx2eNnWX8/rJpE44B+29COZFQ8uy7NeHPcCMZSy\n6O4eROt4Rw+n5FDQprv7KVrp7Q907PmnIp8/Cvw7nZ9DG4F/JJ+Pjogxm/vp/P68EYny2tbBZy6G\nR4EKSqXo6RlEogQ7c9jteXGUatLdvR3Zd44QfpZUkOFwB9DrH7w8iet2Zn/WWuF5Kbq7H8OyAjG/\nuPwPPm3uQ6JtOyUKngfcTT4fpRIehgUwgqBhZSGnHLcgznNY41chhsJXI5OaJO34MrCedPooyeQe\nPG/5b6vzvC7i8UNks/sRh+yfQoqEmx9xDr8JnOc7YkeWXQjzvCy2PUZ39y5kQ7ydfD6cmjy53Pwp\nSN3dO7Gs6VDSKjwviWVV6OmZa0SGe6qaz3vAlxDxtNO31MUR4fgLoUbytIzqnuPfi8XKvnG9/GJ6\nO3LY0EU2O0gs1n4ZTw9wewji1+NAmSDlJpM5SCJxoOPCuojp+9uia9PILZzh122VKJp/RIq8d/K2\n1F7koPDWDj5z8chlUn8L9KKUTW/vE1hWGdfNLulzXLcL256it3cbSsWQiOcvkM9HJfoNcrmDiEC6\niWRynFTquY7NoWBNSaef8qMDz0Mi0qNwE2g7dyI1s9d06HkbkXTuKB3mzkZs/y8he2Un9ucsUv7m\nq5GJDgzI5crAV4ANxOMzZLPbOnTYrfC8DF1dj+E4TWTdvSUSF2cITyEHyhvJZvcTjw8v+9oia0oP\nqdQOUqlRZE35lr/ORQuxLf8O8Z2XO+ujHxgB/nWZn2NYIowgaFh55PNPA3cTThQCwAbk1DBKp+4g\n0YoPodRGenqewbbHcd3l2wxdN4NlVejtHUSpdUiNiiieit0NPI9Sa+ntfRzLmllyRyxA+qTOqlU/\nQKk+JI3vW8vyrMUTpCC1ogQty6W39zG0jnXsZBkklVrrBD09j2Lb7XWKHKJwqiq1BL+GiNudSntU\nyFr29YhEN21DIvBaIrIY1wc7csgQ4HndxOMH/cOGgDVIZGDnIzZyuSrihK0HFEpBT882lGp27OIV\nz0uiVIOenqdQCmTsrAe+HJmURzmc+gJSe6sTjnsSEYn/tsO3uJ8e+fxOZC/YjOPU6e9/wN+Les44\nml9rhev2YNuT9PU95K+tm4Fvks93LpJ28XwDqWfVS3f3zmW3VaAVuR+LHaW7ewg5VD6IpKJGi3y+\ngcwhi/bDmeVhNVJD8Sv+oVh0kTpkBWR/Xs6yOCmkX/7Gr40aRcTeF/FrL/H4ATyvdxlLESg8r4dU\n6jnS6aOIzfJtcrkoXMYjyCHhV4EqSmXp7X1yWQ5eAtrXlJ6e52nZJ3csy/OWAgnY+BzS1uUKCFiF\nRF//lV8X1bACMIKgYaXyr8BROneCGtBLVE8NpT1fA6aw7R76+r6PbU/iut1LaiQEp+yWVaWv7wEc\nJ43c7FiIRJ2iucjJ8heBJo6Tob//QWy7tCSOWID0STeWVaOv735isTgicH3eryEVHrncUWS+bJr1\n/URikkzmSX98LP9eoLWF6/aQTj9DMjk+56fnAXeQyx1Y9nacmu/5Xxey/KKgAi5ADhfuXeZnLY5c\nLpgvCQJBRyno7R3EsqaXzbhux3WzWFbJP2wIvhtHxJ8vkMs1lr0N8xMcBMlccpwavb0PobWD5y2v\n+OV5CbR26O39vn9REX477kNKA0SHfH47Lcd9OfsliRzQfdEX3KLObUh03IU4Tp3Vq+8nkdiL5/W8\n6PHjeUk8r4dE4gX6+x+a8KmwAAAgAElEQVT0I3cuRGqiRqG214lIhJNETFqWTV/fw1hWadmikAPH\n3XHG6ev7AUrFEWf4C+Ry4e7PCyHi1yeQdq46xatfLKuRMh1/Tj4/tkzPWFry+QeQg5nzkPm/1GSR\nlMr/Rz7/zDL8/aVBxK+vAWWUWsWqVY/7h3a9S14uSGy3XpLJXfT2PucHAOwnimJ6LjeFiOlrcBzo\n63vQFwWXdm0JDmEcZ4S+vkewrBRio3wxRPtkceTz24DPIPN/qQ8c1iLa0p+Tz0fBnjcsEvumm24K\nuw0Gw+kzMNBkcHAb8DqknmAnIgN6EQPk4+TzYd+oNT8DAzW/X67FstIkkztpNLI0m+sAD6XOTLAT\nx7fb3wQfJhYLNsGPk88PL8E7WB4GBmYYHHwaeAOWFff7JUGjsQ7QZ9QvnhdH6y7i8WFWrfqB3ycp\n4BORic4YGtoDXI44zzPHvx+PT6B1g1rtApRqtNUkW1q0tvG8HtLpZ+np2dkm8oCI+keAL7JlS/iC\n8sCA9ufQauCVSPrjcvSLhTjujwBfitTNjlu2TDM0NANcR3Djs2W5JJOHqNXW4brdKFWb8zmeOYHj\nblkl+vsfmlNj8nzga+RyTy7tQ0+DLVtgaGgH8AYk4raG41SJxY5RrV6A58WwrKV3Blw3jVIWq1Y9\nSDIZ3MDdg1wC8FeRFDUGBvYyODgCvBG5cXGp29iNrB1/Sz7/0BL/7eWhtbakgVdjWTOkUgdwnBHq\n9XV+2l/MX4sX/jsSrZNF65Qfpf8wXV17sawEQeQOfCPSEV9btowyNFRDbJUJkskD1OuraTZXLele\npLWF5/XgOEfp63sE21aIUH0LudxTS/KM5WJgYJzBwaeAa5AUvKUqUWMh42QKcdwPL9Hf7QwDA3sY\nHDwMvB6xyWdO8RuLISgFFAP+gnw+vH1msWzZUmNo6BngjSgVJ5XaQ6Ph0Ghs4Ezt2gDPS6N1ikzm\naXp6nkOptcg4/CS5XDRKJs1ly5ajDA2NAW/CtqdIJvfRaPTQbK4BXJQ6s3XR8xJ4XpZkci99fY9j\n2ykkIv7T5HK7l+AdLD8DA4cZHHwWeDWSZVDizOzcOBKVfgD4dESyXQyngREEDSsXEXmeBF7D0hpL\n87EaCYH+BPn80DI+58wZGCgxOPgEcBWWtYZUageWNU69vhHPS6PU6W+IIuh0obVFNjtIb++z2LZs\nriIG7luOt7KkDAxMMTg4CLwGy+onldqF44xQq63H87KIQdhclMihNWgtRoFSmu7uR/3Up3VItOTH\nyef3LOv7OR22bPEYGnoe+FFERBDxSSn8aL0ytdoFgIVSSytMeV7KNyifpLt715z+jSNC+yfJ5eZG\nDYbHwIDnj5U4cBUSRbGUKZldiPPxX0iqVnTEwIChoX3AS/yvKSAQBQ9Sr/fQbK5mKYzrAK0dXLeb\nePwI/f0Pt0XBgTivzwL/yJYt4UZmb9lSZ2hoFzKXPKDui4KHqdXW4XndSyZoBGKGZZXo6/s+iUSQ\nvtaFCGKfJpeLrjM/MLCPwcGdwA8j4t2ZOh0g+/BmZD5+hnx+8Az/XmcRUfApYAyxXbqIxY6RyezB\ncUZwXQfXXY3WCbRO+utnwv9v3P9+nHj8IF1d2+jp2U4sVkVErhhSI+ruyGUwzMfQ0G5kL3odljVF\nKrUPz4NGYyNa22ckrsvhQhqtk6TTz9Db+zS2HUP66SvkctG6jXohBgYmGRx8CBEcruDMxfVViADw\n30hKbHT23dNhYOAAg4OPIvvTxUifvNjx0oWMi0HgLyNzkLsYtmyZYmjoKeB1KJUlldqDbY9Sr6/3\n7dMXt0d7Xsw/nJumt/dhstlhlNqErFufjGDdzdls2bKXoaGjwBuxrDqp1B4sa5pabRNap15Uv3he\nzM8EatDT8wjd3S/4pYHSyF68fTneyrIxMDDG4OB9yL7xKqSuYAWxaxZLArFlM8DXkey5qF5MZDgJ\nSnf6hjyDYakpFFYBvwK8FDiEpPQuFYEBeRD4rJ/GsTIoFHqB9yBOx1GazTozMxdQqVyM1nFE/KrP\nG40g60KQBuegVJNE4gW6uvbgOAqJNHsK+HKkLhFZDIVCN/Bu5HR5FM8rUy6vo1y+GNftRRxWz++b\npv9vhdY2WicIbia07UlSqd2k04ex7QTi8D6C3NQXzfSbYvEa4FeRU7zZTkW12nvVhz98wy9de+3U\nb7ztbXuXIJrUwvO6sKwSPT1PkEzO7ZMY4tjfQi537xk9a7koFBTwMuADiCM1TCCmvjhsZD2ZRBz3\nZyLtuBeLGeC3kM+pdeKrtWJmZhPT0z8EWFjWzIsWBoNoJ/DIZp8kmz04R0zbhKQnfYpcbikiQZaG\nYvFlSN9MEQimnmczPX0R5fJLAc/vl9P/fIPi7WCTTj9LV9duLCvo3x7Egf0kuVz4tzsugr5M5peT\nsdhvDf/FXzyECHlHEWHjdLCRdKQEkg57W6RrBrahlLoJuFhr/Z5ZPygU+oFfQpyxVr94nkWjkaHZ\nzOK6wZ7jYts1YrFpYrGyP98cZN+JI8X0/4l8foKVRLGogDcB70PWxXFqtR4mJ6/092P3tOZRMHe0\ntonFRunpeZJ4fBo51A3ShL+/PG9mGZG96BVIP/Ujdu4xFue828g4SSB72FfI56NT++1MKBRs4Frg\nXcjaWEEuMzhVvwTrSRzpx28Aj0V6Pz4ZxeJa4H8iWQfDuK5HqfQSKpWLfHu/gWVVF9ynxea3/Xq4\nDkpVSKd3ks3uxbKSSBr1NiQldqoTb+l0mXedLRZfDvwykgp+kGYzTql0AdXqSxbhBym/znYCsXMq\nJJM7yWb3t0UaDwN/Qy4X/aCIk1EonI+sw69H9pUaMI1k37XPCQvpyyxiw5eRw4X7VpwvaJiFEQQN\nkUUpNQR8UGv9nVO+WIyC1wO/6H/nMKd3ynHC42k5H/+CnLhHpi6EUuoXgd9ERNBp5GTzY1rr+2e9\nUIzIASCPLOBH0bpGpbKaSmUTzWaf73gGiPgFCssq4zhjJJPDpFJHsSwHMQpqwD8AD0UlJckfK+sQ\nJ3MGuaXv17TW80eNSr9cTkvomUbrMer1LhqNHur1PprNft84shCBsEYsNkYsNko8PkU8PolSvYgR\nOo3UzBqMkkHp90sa2KK1ngH4yauv/uT+Y8fe89Tf/d0tzBEFL7n++ht+6brrDt30jnfE0VoMIMs6\nvWgEz4uhdQqAdPo5X8yY6/wHYuA/AXd28sbY0x4rAIVCCng78OPIeBhHPvPF0oWMMw+59flbURMz\nlFLXAR8HXo70zXbgo/qee54DPoJEYsw2epvNJFNTl/nRpQqlKr5xffKHSYRt3B8nmkRiL93dO3Cc\nuYc5m5HbNj8Txu3Tc8ZKwJe11r8GQLF4CbIOa0TMEWq1Lkqli6nXN6O18h2x+klFDXE+4v7FIZp4\nfD9dXbt8MSNgnf+sT5PL7Vqit/miUEr9PPAbiEgxg3xOXwE+r+cYlkqpG4AP6ltueS/wZuC1yDya\nQaIGF4q+TSD7VgaZOw8AxahF6Sul2teONPJ+gjFzI3AJ8wmCEOxFFyOp1dcg/VJH+mWG2XZMcDtk\nF+K0uUiffA/YE6W9J6BtDjWR9j4L/D3wBa11673JXPogYncdRGuXarWPcvlC6vVNbX+wgVINWv1i\n+U5769KseHwfmcxeEolxv17gJqTY/y3kckPL9mYXyXy27fE5ovV1J/1lsXUvBXJIuh+IzVZDxk1g\nwyUQsSvop4eQ+pUvRMVum8sp19uTIf3yUmR9+SECO1Zw/f+3aIkbLvAocpHZ7ij2yanWFa3112b9\nQrHoIO//3f7rjuB5UK2uoVy+kGZz9ZxL5BTtYo9SDWKxo6TTe0kmR1HKQqJJG8icfSTsG4WVUv8A\nNLTW+bbvvRGpk/1NIHPCOisHm+9CovpLwAiep6hU1lKtrvdt/SzSF8H8EWx7CscZJZUaJpkc8/tk\nLWLD/itwd1RKdpyWz7wQhUIG2dMvQ9aZDcweJx5iBz4P7ACeDb1OumFJMIKgIbK8qMVNTtx/FnE4\nAEY5vfoiwe1iCngSuDVqtfGUUr8J/D4SFXkXYgS+BXiD1vp35/2lQqELqQf2FlqnqJNADc9zaDTS\nxy+WUMrDcSrYdgMxKHsQY2QGETO+G7U0k/axoiSt4S7gdq3177e9RiFrXsugKRQSyOb3FsRpAznx\nKiF9NJck4qCmkTEyhBRu3xbF27T8fukCPqW1/lMAy7I+2NfV9Wsj//7vTyK1+44LU5dcf/0Nb3vt\na7f95Y03PkO5vJ5K5ZI2wbiJZdVoT6tuRZLGCW4xtqwyqdQu0unhOTXgApJIisHXEGOqo5vQYsbK\nghQKWSSa5ycQQxnEUCohRrNH60bnIA0dRCy6E3g8iukUSqluxMj7VSRSIo4csBzWWm+jWEwCH0JS\nPw8xd264btwfLxfhut20jGqXliGpkKgM+ZllTZNO7/IjbOcalMFlEY8jET2hzK1F7UHF4gbg/Yjx\nPDtCvdlMUC6vp1q9ENdtL97drpi2xr9tT5JMDpFOH5qTMh30x3NAIew0YaXUbwG/C3wYmT8l4Erg\nt4H3a61rc15/A+1ih+xHr0Ic94uRuTLX0bSQyMtdSGTK4/4NxpFmAbHnJhYSBNuRfrkcuAgZT5uZ\nPVY8JFp2B7AbccaiEzU7D3PW2x5E+PwMcG+7Uw9AsZhA1tZ30hLZazSbCer1XhqNbhqNfprNboK1\nRCkX254iFhshFpsmkZjw15MkEhWngVuBe6JS7P+MBMF2xHnf4H9djNhqDrIXjSNz5zBwKIr2yVwW\na/MrpRyt9cKR+oWCg4g2G5AxkELmTgUZU4eAkUhegrcAp+UPFYvrED/oKv87I0AZraHZTNFoZNHa\nQWsLpTwsq04sVsK2g7rA7QeY9wG3kctFIvJYKdUPPANcr7X+L6VUEtkf/hSJjlx4nZVDh7cjqfce\n0i8yLzzPptlM+YKprCuOU2mLzM8iafsekgl0B7lcpOrkLYkgOJdCIYaspTZyqFNZSfPGsHiMIGiI\nLAsYTauQa+WvRgyfB4Bf0VrPvs1I0mWvQozL9hvaZhBjKXBYHeTEPTg5LAF3Aw+Tz48sx/s6E3yD\n+iCQ11rfOs/PLcRR+xBSm+2/kf6RdE0xlC5DnP2XInWo2k/EgpOg4HszyEnQfUh6YyQM6rnMHStK\nqU8gqZ5ZZIy8CXFAr9Bazx9ZUyhsRPrmMsQh66flrGtakWG7kT55HtgfxaiMAL9f/gYZEy/RWk8o\npT4IvEffc89v3nLnnX/yR7fcct3Y1FTy9VdcsW3P4cNrf+qaa7b95Yc//DggUUu1Wi/1euCIzY0o\n5XgkaRA5KVEZC/XJOkQs+1JYaVunGCv3Iyfsr0QiB24A/goxIncAP6e1HvKjegKH43zEeQ+idppI\n9OAuJCrlEHAk4uPkKuA7WuveeX52A/AhpdQjllIf7Ovq0n/90Y8WH96+XX/xjjtyTdd1fvWd77z7\nEzfeKEXYXTdOo5H1LzPqQmvH/0NNHGeaWKzkOx/znSoH5Qg8JAr5wTAjEhYysOcKPKt7el4yOjW1\nu3rXXV9KxGIgTvhso1lrSQOd64wp1fT7ZL60a5tWVODXgfvJ5UI1xv09aBh4r9b6XxZ4TT8SMf0m\nRMS8C8jNK3bIXOpCnK0Y8l6byGFeKcrzZj5OIgi+AhkTPwnsRPbwk19cIPt1nCBlGGorzRlboD9e\nA3wfEQe/CWzUWrv+z94Vs+3/U/+v//pj4EdoHUZOc+pyMCnEpknSsuUeIpeLlC13KkFQKfUy4POI\nyH4Q+AOt9bfCaGsnOcl6ewNi0z4CvBeJQv6jjjcwRE6yrrwciRx8J3JA/bP+129YStV/9R3v+Oxn\nP/KRtYg/EKylZWSNDez8GDJ3Ajv3MHLQ/XgULw5RSv0cks3wCuCPgCu11m9d9DpbLK5BfMgc4h8G\n/dCkdTBl036AKX3yHeDRCKdMD7GIgwYl9vklC/pChnMSJ+wGGAyniYU4Gu9GFutbgM8CPz3rVVJH\n5zsUCvcgws4G5LT9Elq1DxrI6dBuWo77sYgb3Ncgxu6/LfDz/4X0xRuRuih/BXwO+AUA//KCZ4Bn\n2hyx9cim6NDaFCeR/phcgQ7ZZsQY+FdE+LweeCsi6CycyyiRoMOIEBSkiQYnY4EzFqk0z0XyKHAv\nEr1z3IhWb37zPgVv+t1f+IVv3PS+98U++rnPbbrniSeuQk5b/RcpTTI57l88IoW2Jd3TQlJEvUXW\ndkoh4+wp4O/J5Y6e4vUdYZ6x8vNItOgIkmL1EFKX533IWrMVyPtz4oj/tbIuNZif5wFXKfUVJI37\n+1rr9ijgq7XWX3K17q03m3/+/k984v25K688cuAb3/jHwn/+Z/a3P//5n/vtn/u57ev6+urYdh3b\nHpunZuTJsGjV+HoU+Dq5XDTrcM7D6NSUB7DzwIE/esWWLW8DXsfc1HKlPOLx6TkpwAsRCGRBSui3\nIlTE/RokHfG2k7zmc4h4swHYggiC81+yJHOpVYfx7OWdyD78HiQF/9+VUpdqrRc+ZJP9OnoXDp0h\nWutHlFIHEOd9FCnFcKf/4+sbrnsLudy/UCx+23/N1UgE3FrEYQ/SQece2I0gUcUPA9ujEhF4Oiil\nYsgt0bcg/XIdcJtS6iqt9Y5QGxcuVyN7U3CoaBDejqwtNyBj5i7gS8AmT+sbPnfbbX/42Y985CJk\nPwn8oIsQmyzwg0qIeHYQsfsnOp25cTporW/1S1b8I1I/8sq2H596nc3ljgG3A7dTLAY+0EZadTaD\nS+QOE0TYhpSlYDB0CiMIGlYUWutRpKYfAEqpjxEIOPMhdUGO+V/bFnzdyqEfGDlJusSvIPXQDsDx\nE8R9SqnrT/ids88R+3cll4BMAncgKQR3IjVonjntvyYpNmeLEfDHwANKqc+0fe8nNTz9Zx/60AeA\nq/76Ix+54dZ777065jjxk/4lpTiNCyTSiNBTA/4W+H7YNWh8FhorBa31bgCl1J3A5W2RhLcC/yek\n9i4rWuspv4bg7wFfBNYrpf4DicoA2KO1LgD4ouFvvfPaa9+RTaWu/F8/8zOv+sMvflE/smPHxrdf\nc83QaT46jaxpCngCiWjeHjFnJBgrAb+z0Auv+MAHRrXWt1As3opEJL8ViSAFcTKCunAurfRyG4lS\nD1LMFSI0fxl4LIIRGquZswcppR5EUl2DlM+fRaKxZ4Cn/THzhjAaGyEe01p/E0Ap9WnkQprXItH3\n5yLDiEjxFcR5v1PJjZ1vQQ5h8GtzPe5/BbXANtCKxtbIXJoEDpPLraQDu7nrShx5n69F1oI/88ub\n3KOUuh0ROW7qeCs7z3zrbQMY1lr/P/97Z51Ifgbcp7W+C47bKO9Cxo6rlPon4AvqzW/u1lqPIIL5\nUyG2dSn5n0gwx//WWu9v+/7prbNSm3gaEUQNhnMWIwgaVhRKqTTwF8xOBe5SStlByslZziiw+iQ1\nVC4A/k3NFmxc5FQ1UvUuloGfnifVBKTm0jmN1vpp36n4feSyCJAT0f2++PIDq1h8DsgpESQuoHXr\n5ekKeEG0VwqYQGrSPUQuN3nm72TJWGisHGn7VmWef2eXv2nhoLXejkQZoJR6KZKy+5dIxMHcfuD9\nH//4/cD9FIt9Tc97+2SplEDGTSB0VZD6pq3i/+L0Jmml4Ywh9b0eiXBE4Hxj5aaT/oY4Gd+lWPwe\nImCsR+obBXXhgptjm0gfBUW6g0j1wxETRds5YQ/SWr8OwI/62oDYlu3r7t6OtzJ6HO8PrbXn99XG\nENsTNpuQ+f8tYLtSKoNkftyntT4072/ILeNnS5rbrHUlSO3D35dn1TqW+bOJc4P51tsbMHbcQszd\nm0fafKHgQDuL2GJnDVrrI0qpESTjqR2zzhoMLwIjCBpWGr+F1Hi7Wmt9WCl1JRJZcoprLc8aHkKE\nmp9Gau/MZT9S1P2BjrYq2kTVse40W5EIhE/5/z6EiBMAqDe/uQR0f/rWW7/58RtvvI/WLYZB1JLL\n7MszQEQeBzE4g4gNkDTa/wZ2hF3zzHD6aK2fU0p9Gbkh9a6TvjiXG6vW67Xr/+///dx7fuzHnqSV\nfhMUuU/4r6wjTskuJDrocBg3By8RM0h0Y8D6eV8lol5QiuDxWT8rFlWERb+TEexB76QtWr+NY4jQ\nuRmpHwitKMlzmdZaK7V+z0PGxTmHUuqHEYHrfq31QaXUQ0hk0/VI7bxzmWFgs1LKahMFz0cODM5l\nVuJaaeg8Zp2dzSxbRSk1v61iOOcxgqAh6sT8W6QCViGnXhN+esnWcJoVDlrrSaXUHwOf89Mq7kYE\nmh9FBJy/AT6mlHqf1nqvUmoN8Dqt9cnqPRnOAbTWu5RS/wz8OpI2cgfwWaXUu5AojQ8D613P0+Ry\nzwHPUSzGaF2esQURebqQSC9oiTwPAy8g9VaO+KlehhWCHxH4NuCftdYH/NqKv4AU/l88s9NvvrvU\n7YwQg8DvKaXOR9IV/+C0/8LKFAPxLya6Gfhr/+b2uxCn45VI6rOL1OS8SSn1fiQy8n1IwftzmVe3\nrbW/joiqoVysFBb+beZvQG4Z/getdZC++PdI9PoFyNg5l3kYufThd5VSn0JqpL0dueHdYDCcnHN9\nnZ3rMz8JvNwPnnmOc6PsgOFFYARBQ9T5jzn/LiCpiCPIqc+nmHuhyFmO1vpTSqnDyAURX0Mc8MeA\njyEbnwLuVkptRFI+/5mTF4A3nDv8CRKFgdZ6xL+t7a+QefVV5AKDFlKU/aD/9WhHW2roJNNI0fbf\nVEr1IiLv7Uj9pneF2bAI8G2lVHuU639prX/GF9e3IXvRnwPvCKV1IaC1/rhS6iBye/nfI4LgC0gN\nygeRNK4CckDwnP//uXBaGxluA/4HUjNvF/Cuk14ocnbxbf8A0wOeBT6NHF4G/BsSGfhvWuuVVAdw\nydFa15VSbwf+GjloOIjc6P3cyX/zrOGE9RZjvxoWz7m8zsKJPvPHELv/O0gwzR8gmR8GwyyU1ivy\nkNpgMBgMBoPBYDCscJRSu4Eb59aPMxgMBoPBsLxYYTfAYDAYDAaDwWAwnHsopX4WqRF3T9htMRgM\nBoPhXMOkDBsMBoPBYDAYDIaOopS6F7gcuH7OzboGg8FgMBg6gEkZNhgMBoPBYDAYDAaDwWAwGM4h\nTMqwwWAwGAwGg8FgMBgMBoPBcA5hBEGDwWAwGAwGg8FgMBgMBoPhHMIIggaDwWAwGAwGg8FgMBgM\nBsM5hBEEDQaDwWAwGAwGg8FgMBgMhnMIIwgaDAaDwWAwGAwGg8FgMBgM5xBGEDQYDAaDwWAwGAwG\ng8FgMBjOIYwgaDAYDAaDwWAwGAwGg8FgMJxDGEHQYDAYDAaDwWAwGAwGg8FgOIcwgqDBYDAYDAaD\nwWAwGAwGg8FwDmEEQYPBYDAYDAaDwWAwGAwGg+EcwgiCBoPBYDAYDAaDwWAwGAwGwzmEEQQNBoPB\nYDAYDAaDwWAwGAyGcwgjCBoMBoPBYDAYDAaDwWAwGAznEEYQNBgMBoPBYDAYDAaDwWAwGM4hjCBo\nMBgMBoPBYDAYDAaDwWAwnEMYQdBgMBgMBoPBYDAYDAaDwWA4h3DCboDBYDAYDAbDWUmxqIAeYD2w\nCTgPSCD2VxOoAQeAg8BhYJJcTofTWIPBYDAYDAbDuYTS2tidBoPBYDAYDEtCsWgBFwNvBF4JpP2f\nKEQA9Pwvy/9KANr/+QzwJPA9YBe5nNfRthsMBoPBYDAYzhmMIGg4NygUkkiExlogjkRnuEAdGAEO\nk8/PhNdAg8GwIpEIsC5kXbFprSvTJtLrHKNY7AZ+GPgJYDUi/o0h42GxxIF+/7/HgP8EHiWXm1ra\nxhoMBoPBYDAYznWMIGg4OykUggiNa4DLgTW0IjBU2yuD6AuFOG47gAeB58jn3Y6112AwrAyKxRhw\nKXAhcBlwEZBC1pf2NaYCvAA8D+wBdpDLNUJosWG5KRZt4DrgFxAhbwwoLcFfzgJ9iLD4deABEzFo\nMBgMBoPBYFgqjCBoOLsoFLpoRWisQSIzJhHn/FSDPYnUekr6v3MX8H3y+fFla68hOhQKcWAzEkl6\nCSL0pIEYEvU1gwg7zwOHgAPk89VwGtshRFjfDGxE+uNSJMo2hoheDSSKaSewCxgG9pLPn32iRbG4\nFngt8GNoncHzHBoNqNcVjUYPWsfR2kIpD6XqxGJTxOMesZjGslyUKgPfAR4ilzsS7ptZRgqFBDKH\nNiBrcML/SQ0ZK4eQiOxaOA1cYorFDcD7gJch723hNUFrcN0EnhdDa4VSGstqYNs1lFrw1xDBeT3w\nLPAVcrnDS/cGIkChoIAMrbrWTWCGfN4YqAaDwWAwGAzLiBEEDWcH4lBcDbwXEfTONEIjhaR8ucA/\nA/eedRGDW7dmaDnum5B+A3Hchwkc95tvng6ngR2iUNgIvA74ESS6RyFCcgmtGwRRX0o5SMROEoks\nbQD3Ag8g4uDZs5gWCt3Aq4G3IvMAgj4RcT0Q/CykP4KUWZC5dyfwKPn8ZKeavGwUi73Au4Fr8DxF\nuWxRLp+P6/bQighsopR7/N9aW4hoKmPCtqdIp/eSTmssSwOPAP9ELnd2HDYUClngVcCPIpdmBPXx\nglp50KqXF/TZQUQgfYx8fimi6TqLpIq/EbgeWTOPnvAaraFW66VWW0Oj0U+z2YfWJ17mplQDxxkn\nFhslkThGIjGxgEC4Dplnfw98b8WmpBcKMSS69iXAS4EttOooQqvW4m7kAGY3sIN8vtn5xnYQEdO3\nIPvxZf7/Z2ldQDONRB3vQPboPeTzp5OOvjKRftmI2CoX+f+fRMZLDdiP9Msh4NA50ScGg8FgMCwR\nRhA0rHwKhTWIU3YlcktjeQn/egIxQncDBfL5A0v4tzvP1q0p4IeAtwAX0HLcm4j4if/vQMywEMfj\nLuBxbr555TnuCyFC4C8hKeUuWh+jWu2iXu+h0VjtO++tYv9K1Y477bHYJMnkJJa1GnHWdgNfJZ/f\nG94bWgIKhRTwU905PVYAACAASURBVMj4sIAxPK/i90mWer0f1+05Lmoo1cS2p/w+KZFITGBZSaQG\nGojgc9uKrM8pF0O8BngvrptiaipLtfoSwEKpKkrV0Nqi0YjTaMRxXft41Jdtu8RidWKxOkp5aJ1A\naxGSE4khenqmse0K8A9IxODKjKgsFNYCbwOuRcbLBDCN1tBoZGg202htA6CUi+OUicVmfLGrC1iF\nrDsPAneQz6+MyEkZGz8DvBO5IXi2AOG6DuXyBiqVi3HdbkCjVAOo4XkWnmejNSgFluViWR6QQGuJ\nvLXtSVKp3aTTh7DtuSJYHBFd/xX41ooaOzJeJMpWIgI9oITnlWk24/5Y0Sjl4TgNLCvtv85GxLC7\nkaj9kZDewfIw/6FUGTmAaR1Kyc+ytEoUVJE19sEVM3cWixzybgZeD7wBGQMWMtcqtOwVm1Ykf3BQ\ndw+ypgyfVQd1BoPBYDAsA0YQNKxsCoXLgY8gxvFyplGtRcTBL5LPf38Zn7M8bN2aRhz3H0WciknE\neV8MgePuAd8FbuPmm1dugXuJTvlx4F1AjUajRLl8HpXKRX7ap6TxQR3PA3HENJYFED/utCvVIJnc\nQzq9n3g8iTiutwO3r7h0SHG+XgZ8APmsh6nXk8zMbKZWe4nvqAeRcA2UEhFCa8vvDweZgy7J5BDp\n9D7i8TJKbUSc2r8DnloxzlmxmAZ+Ga0HKJc109MvQ+sYllXC86BczlIqraLRSKKU9oXAE/+O1hCL\n1chmx0mnp7Es8LwsSjXo6tpOOq1Qahvwt+RyK0dsLxQc4E3AzyOf+xGaTYtyeSPVahA9uVAOrMa2\nJ0km95NOD+M4TSTyzQK+AdwT6UgwiQx8N7Ke7qUlTMjnXS6vY3p6AK0TKFXFdV0qlSyVSpZGI3lc\n9GqhUMolFquSSpVIpUrYto3WSZSq0dX1BOn0kTnjywHOB74F/EvkIwXlUq+3+V8arUeoVLJUqxto\nNFbjeVn/le0RgmBZ08RiI6RSh0gmSyi1xv/Zt4A7V9w6O5dCoQ+pO3kVMo6OUq/HqNd7aTRW0Wj0\n43lJgmhby6oQi40Sj48Tj08Qi7mIbWIhAtg3zoqo7ELhAuSQ9yKggdbH/IOXLhqNHprN3lmHUrHY\nOLHYJLHYNI7TRKm1iFC4HfgH8vnh0N6LwWAwGAwRxwiChpVLoXAV8GFglKUp4H4qkki04FfJ57/T\ngeedOVu3KuAVwPuR+oiHkBP0F4ODpBjXgC8Dj3LzzStrAZFo0l8HNuN5h5iaupBK5TIAlCpTq8Wp\nVDLU62kajQSS/slxZ9xxqsTjFVKpGZLJKlpnAEgmd9Hd/QK2vRapk/aZFeOEFAo2InD8BDBGs1ll\ncvLl1OubESF0hmbTolZLUKmkmZnJ4LoS9WXbHplMiVSqTCJRw3E8PC+N1haJxDA9PU/hODGkltx/\nA18nn4/2xRrFYg/wm3jeBYyP91Ovb0apMlo3mZxczcxMLyLiNNFa02jYVKs2lYpDswm2Del0k2TS\nJRZzUUrheQ5KQTo9Tm/vKErZaJ0hHj9Ab+9RbPsA8OkVkUJcKKwHbkTSGYep12NMT19Kvb4ZrRWW\nVcXzmjSbMRqNuJ8+DUp5xGJ1P/LLwfNETI3HD9DVtYN4vIGkAg4Bf0M+H806ecXiO4GfZa4Y2Gwm\nmZx8hT9eZqjXLaan+6hWu4AgEtBFqRPXTK0VnmfjeTKvkslpurrGiMdlPiUS++npeRrHaRfAbCTK\n+1ZyuW8v19s9YwqFlyIHDf247lFKpU1UKhf7n7+LUjX/kGH272mNf0CTQKJyK6RSu+jqOohlrUdS\ntL9EPr+z4+/pTJHarK8D3gNYeN4RKpW1lMsX0Wz2+3uO5/dNeykCB63jiAAIjnOMTGY3qdQxlNqA\n7O1fAR5ZMYcv7bSE458CZnDdScrl9VQqF7WVaMCPtm2VIpBDKZDo2nHS6V2k00exrD7EbvsX4O7I\n7z0Gg8FgMISAEQQNK5NC4VVIZOBhJH2kU8SQNJYC+Xyxg889fbZujSEpsW9GRKqlqgWYQSJ6Hgb+\njptvXhkXaxQKm4DfARJUq3UmJ1/lR6aUKJW6KJX6cV3HL/QfOO+t39ea40671grbdslkRslmp1Aq\ni2VV6O5+nFQKJIrlk+Tze8J4q4tGoiU/CLwWrfcyM7OB6ekrARulpqlUMoyMrGFsrJtqNYbnWcej\nAwOkLyCRaNDbO8Xq1UdJp2eALEppMpknyWYPoNQFwBOI2BPNyJ5isRv4HVz3PMbGzqfZ7EOpSSqV\nLOPj69HaxrLqzMzEOHAgy8GDCaamLMplC7etxKiIgh5dXR4bN9Y4//wSmUwD141hWR69vYdJp0to\n3Y1tT9DfP4RtHwY+Ti632MjdzlMoXAj8NuKEjzA1dQHl8iuQqK8K5XKGY8fWMjOTpl53qNdlrgC+\n+OcSjzfJZMqsWSPjRKkUYJFOP0N39x6UCtLNozd/isXLgD9A0oRbUYz1ehdjY9f4qeEzvnDch2W5\n2PaJYtfJkItHYnieTTY7Rnf3CEplsKwaq1Y9SDzefvjlIOnDHyOXi5YwJlHHbwauR+txKpU4U1MD\neF4Kyyr7UdiLx/NieF4a2y7T3f0EqZSLHHIVgO+tGAFM6uG9H7gGOESlkmJq6lV+5HANpSqLGi8i\nmKbROo5lTdLT8wTJZB05tLsXObhcOQKYHNZ9FNiA1sOUShuYmXklWjvHSzScql+kT5J+dG6dbHaQ\nTGYEpTYhF4J9hnw+uuurwWAwGAwhYARBw8pDhJ2bkcsLlrJe4GKJI5Esf0o+/3wIzz81W7cmgF9F\n6iru5dQ3LJ8uQX2fXcBnuPnmaNeIKxQ2II68olRKMD19FUrVqdUUY2MbcN2YH7m0+HpcnmfRbMaw\n7SarVh0mkWgCSbLZJ+jqmkJSzP8ssnUFJe0zEAP3MTHxciqVi7CsGRoNm4MHN3PsWDeua/n13zyU\nYoFIHmg2bbS2sCxNf/8U5523n2Syget2kUy+wKpVT6HUZkQU/HzknNVi0UHEwEsYHb0Q1+1BqRLj\n42uZmVmFbTcol222b+9h7944MzMWSoFtaxyH433T6g9wXYkwzWQ8Nm9ucPnlE2QyLq4bI52eoL//\nCJ6Xxban6e/fg23vBv6MXC56KbMiBv4BUKHZrDA+/hoajX6UKjE52c3w8Eamp5OITaFxHA/L0sfH\niwjqCte18DyFZUFXV5UNG4bp7Z1C6yyOM0Zf3yM4ThKJ7Pkz8vmhcN7wHIrFDPAnSHRWKy2zVuti\nfPw6tFY0Gh6jo5vwPAfHObWAcTJkDCWwrCb9/QeJxSQtva/vfuLx9sOdXkSc/GNyuTD2wxMRMfBt\nwLvxvGEmJl5KtXohllXBss7sMMDzkmidJJF4gVWrdvhiz9eQCLBoG7QiBv4acAWet5+Jicup1S5C\nqSqW9eIP1jwvhdYJkskd9PbuQKnzgceQw5dorbPzIfvz7wFxGo0SExNX0myuxbJKKPXi1kK5yTtD\nLDZMb+82HGcVMm8/ftbVoDQYDAaD4Qywb7rpprDbYDAsHolo+igitoRVKydI4Xk1g4MPMDAQLYN7\n61aH2WLgcjEJXAhcwr33PhpJEQOCNKTfA5KUSkmmpl6DZc0wOdnN+PhGLEsTizXmTeU7GcHlEVpb\nzMz04nmQSk1Qq21B6wkSiTLwGn+MRO/Ww8HBtwJvReu9jI+/kmr1JVjWJKOj/ezevYXx8QyW5RGL\nuTiOnlcMhJYQJsKYB2imp9NMTPThOB6ZzCjN5nrq9TSp1A6UehkAAwPbO/p+T8XQ0I+jdY6xsfU0\nm6uxrBKjo+spl3uxrBp792Z5+OFe9u2LozUkEhCLSTRge9+0+kN+7jhQryuOHnUYHk6RSCh6e8s0\nGhnq9TiZzBie10W9bpNKSWTLli3ROmgoFFYB/xuo02jUGBu7DtfN4ro19u+/kH37NlCtOsRiLrGY\nh+NIzc328SIXaLTGiVKaSiXO+Pgqms0U2ewoSqWpVjeRSOzBtgGuY3DwIQYGwo1ClrqBvwRcSvtt\nwo1GirGxNwBQqylGRs4/fiHGmYiBEIwhF61tZmZWEY9P4ThQqWwmmTyAZQXrbRWJ2M4yNLSNLVvO\n7LlLweBgDngPnneQsbEB6vXzsO3Jtja/eJRqolSNZnMDtVqGZHInSl0LjDAwsO+M//5yIaUZPgy8\nEtcdZmzsNX6/TJ1xv0if1Gk0NlGrdZNM7kCplwJrGRx8nIGB6AqlhcJq4A8Bh1qtztjY6/G8DJY1\ndUI0+ukgKddVXLePavU84vHd2HYGuIrBwR8wMBDNKHWDwWAwGDqMFXYDDIbT5CcREepYyO2YRCIz\n3u1HQ0SJnwBezfKKgQH7gcuQCzqiyk8D66hWPaanr8KySoyN9TM9vZpYrDrPLZ6nh9woW2NmZhWj\no+uwrClmZq5kZiaGpLT9fOTGiER7/X/AfiYnL/OjdyY5fHgTL7xwPpWKTSLROB4VeDrYtiaRaFCr\nWbzwwnkMD28GJqnXNzM+fjkyZt5OoXDJUr+tF02xeD7wbkolqNc3oNQUo6PrqFS6gTrPPNPHQw/1\nMDFhkU5r4vH5xdH5UAricUilNFNTFg8+2M0zz/QBDarVbkZH16PUNI3GOkolC3gXxeKFy/ZeTxep\nd/ZeIEGzWWZs7Fo8L0G16vH885dy6FAvluWSSDSxrMULD5al/d9xOXSol+efv5Rq1cPz4oyNXUuz\nWUGisd/ntyFMLkYuUTl4/DtaKyYnJb2+VoORkc3YdgPbdhf4Gy8O225i201GRzdTr4PWDhMTVx5P\nxRYOAjnkEoZwKRTOA96D1iIGNhrrsKyJ0z5wORlS1mGCen0DY2OvROth4L1+pFlU+RFgwBdJr6bZ\nXINtTy5ZvyjlYVkTNBrrGRu7Cs/bj6QlX7ckf385EJH0Q0CSWq3B2Nh1yKVDpTMW1CEQ1afxPJux\nseuo18tAHzJWorUnGwwGg8EQEmEb2QbD4hFj/51I/aYocBBxEqMjbGzdeiFS8L6TfbQPeAtbt768\ng89cHIXCy4C34rpHmJy8CqVqTEz0Ui6vIharLonTAeJ4xGJVKpUuxsbWAGWmp19Ns3kUeAMwsDQP\nWgIkbe1GoESl0kW5fBmWNcWRIxvYt289WnskEu4Z9Y2IYC7gsn//Og4fPg+lJqnVLqZcXoXccH0j\nhUJ6Sd7TmVAsWsAHaDQ0pdIrsO0S5XIX5XIvStV59tlVPPlkGvBIpRYvBM5FKfzf12zblubpp/tQ\nqk6l0kO53IVlTVMqvZx63QN+mWLRXsJ3eSZcB7warQ8xOXkFnpemVtPs2nUJU1NJEokGtv3iRY1A\nQJ6aSrJr1yVUqxrPSzE5eYUv9LwKeP1SvZkXyY8j5SlaEUul0gU0GuvwvAqjo5uw7eZplRw4HaSm\naZPR0U1oXaHR2ECpdH7bKzwkUvDHluX5i6VQiCMCT5WpqfOp19djWZNLts62I2LPJPX6Jqamggs1\nPuSXQogWIpL+D7Q+yMTEy2k0+pelXyQKd5JGYz2Tk5chl4hdT6GwbmkftGT8KHAZrjvK+PjVvqi5\n9NHAtl1Ba4vx8dfgeUeAHwauXfLnGAwGg8GwAjGCoGEl8UYkXTcqqake4iS+JeyGAMElIjcil4d0\nMo3ZA0aAD7F1a/gCT0ArsmmMycmX4nkpajWLUmn1koqBASIK1iiXe6lW42jt+KLGESQiISqO6jXA\nBlx3iqmpq7CsKqVShgMHNqC1Ryy2dKJGLKZRyuXgwbVMTfWiVJmpqVfTbJaBfkQsDZtLgfOZnFwP\naFwXJibWY9t19u/v4umn01iWRzy+NAMmHpfouGeeSbF3bxe2XWd8fAPNpgW4TE2dh9xm/rIled6Z\nUChkgV8EhpmZ2Ui9fj6eN8PevVsolWIkEmeeGgsydxKJBqVSjH37tuB5FWq185iZ2QQMA7/ot6Xz\nFItrkIjrVlR6s5mkVLoCpaYZH1+H1taSRwbOxbZdXNdiYmItSk1TKl1Bs5lse8VR4IcpFvsX+hMd\n4EeAC6hWG5TLl2PbU8siBgYEEWDl8hXUalUkQvKNy/fAF4HsQx8Eqv7esGVZ+yUQBavVS6lUMoi9\nlI9cRJwc8L4brYeZnHwFWiexrOW7IM62y7huF5OTlyJryvUUCn3L9jyDwWAwGFYIRhA0rAwKhQz/\nf3t3HiVZVhd4/HvfFntGZlZWVdfWXdUbNNA0rYjAIJIzDPsoOuo4joopjjrn4LjMyHHOcaa6BOeM\nZ0RxxBkQ6WRtRHBhawSBohXZu7ug9+q11q4tK7fY33Lnj9+LyqisrLUz4kVV/j7n5MnKqMx8N16+\n7f7u7/6urFh47HzfOmDHgO9LV8jL2s3ICoMnM9j2IjI99gcy2PbZ3AhcRacT025vx9oaJ09uuuhV\nPy+GMeB5EuBJkiadzhba7e7U4Zv7s9GLIFO03gCcoFa7hjguEMcx+/dfQxiaVQ0Gdvl+QhjCgQPb\niCKwNkettgM5d16X1gXN0qsIQ0sYbsZx6szNTWCtoVbz+e53y8SxXbVgYFcQQJJY7ruvzMKCvP+5\nuYl0QZeNhKFlOAYaXgQEJElErXYLUOPo0c3MzhYJgmhVzyPJKo2YnS1y9OhmjKlTq72AOI6QqcMv\nWr2NXZQfQgY9ls6Nev1qwNBq5Wk2K3jeYGqE+n6HRqNKux0ADvX6tp7/lfqdWU0RlezA12PtERYW\nXoAxnWdUA+5CGSODhPPzt6SDL/9miAZfQO5D1xDHsywufh+O01jV6dMrMcZiTJOFhe8nSY4jZT22\n93WbF++VQEyzOUqrdQ2Os3jen3imXHeBZvMGWq0CskL38E6nVkoppQZEA4LqcvEDgM9gM98uhEU6\nYtlmOu3c2V3VcSHDVswAb2DnzmGZ6vgqoEmtth1IqNcrxLHX90wex0lIEod6vQpE1Os7kIDp64cg\nS+PZwDqSpEGzeQOuW2dmZoKFhQK+v7oBnl65XMzCQo7jx2XlyFbrepIkBCrA8/qz0Quwe/cG4Fbq\n9RKSHejSbFZxnA4PPVRlft4lnz/fb7k0+TzMzzs89FAVxwlpNkeIIg9IqNVkv+zevbk/G78AEjx+\nPTBDvb4Ja33abZ8jR9anU1hXf5uOI9NjjxyZOJVl22hsQjKQX5+2aXBkOvkr6R2IShKXZvN6HKfO\n4uI4jnPxdTYvlWR/xSwsjOM4DZrN60mS3n1yDPjXabsH7flAiVarmK7Q3b9sr+Ucp0Ecj6eB0ipZ\nXlPO9GqgSaOxCWtzOM5ggseO0yZJCjQaG4EOkr05HKanK8APY+0x6vUbcZx234Ok0A2URtRq1yPn\nymvSEhpKKaXUmqUBQXW5eCnZrSp8PseR9mXpauBaYDbDNtSACSQbIVuyKuoLiGNZ9VeyjdbheYMJ\nKHteh1ptHGjS6WxLp8heh2RwZmkSaNBsbsTagDi2HD8+kdZu6t9WJZCRcOLEOqLIYK1HvX4VEijN\nsu7Zc7DW0GrtwHHq1GojANTrAQcP+riu7XM2qeXQIZ9aLQAs9XoVx6nTau0gSQyQZV3OG4ExrG3Q\naNyIMS1mZtbT6bjpatL94XkJ7bbLzMx6jGnSaNyItd3FAAZ9bVmPrGi/FMRpNjeQJD5h6NJuF3Hd\nwQ5SuW5Iu10iDB2SJKDZ3NDzv22giEzHH7TXAfPU69cB/RtcWIlsK+4ZfHnN4DZ+DjJz4AVYezw9\nhwYXJAUwpp2eP8eAlzA9XR3o9s/uRYBDp1MkiiYGHjwOw82EoQsUgFsGtm2llFJqCGlAUA0/yQrp\nPugPoxYwlo56Z+UGJFsxaxHwnKwbAWwFLO32GODQbudJEq9vRf+XcxxLkji0WqU04LQO+ftsO9+P\n9o1kJ94EzNFqbQFCarURFhdzeF5/syYBPC+mXg/SWoId2m1ZfRhuGHjm15KbCEOLtR7GxDQao7hu\nyL59ZWo1hyDo79Z9H+p1h6eeKuO6EfX6KJJx7KTThrM8l64FLJ1OhSQpE8cJJ06MYswzW3DmfLpZ\ncDMzVaIIkqREpzOC7Jdr+7fhFW0GTn+z7fb69FgppxlHg22RMfIh249ptyeWfYcFtgy0TbI40Hbi\nuE4YbsJxGgPdPoDj1Ol0tpEkC8g1ZRgyv3Yg96EqSVIaWHZglzEt4niUMCykr2wf6PbP7vuARRqN\nbUB/ryfLSSaipdHYDDSBFwxu40oppdTw0YCguhxsRI7V/gctLt3gO2GnuwmoZ7j9rkWGIyC4HYBO\nRwIs7XaBQQdMHcfSahUxJqbTGUemu18/0Dacbh1QwNqQMJzAcdrMz1cB09fswC7ZhmVhoYoxbaJo\nHGsl+CXn+GDt3m2AZxGG0huNY5c49kkSy4kTEgnsd0e1G9w5cSIgSSxx7BHHLmDSdt2QtjMLNwE1\nwrCCtdBqFWg2g75mB3Z5XkKzGdBu55F9UUEykAe90Mq19NYOBAjD9RjTpt0uDWyAYTnHiWm3SxjT\nIQyX16+1wDUDbtFmusFj6AZdBqu7zU6nu/jMpoG34UySLRmGIywPLA+CXL9suv0sjoszySIr1wGL\np86lQVs6bxYYhhkNSimlVIY0IKguB9nV0bpwBslKGzypH3gjw5FBWQOuTlc8ztJNSIdjAmNCWq3i\nwDvvjhPR6RR6Oh+LSA2/rEinPY5zWJvD2phGo8TygEd/WRoNCc5a6xFFBeTcyeIcHwFG0gCCJQwl\nCBiGLvPzDo4zmKCG61oWFhzC0Eu3nwNiOp0qMv1z8CthSqf9emCRTmcdxsTU6xJoGVzwGGq1MrIv\nxpHz57q0bYNy+nU1STySpAyEdDoFHCebFe8dJyYM80CHJCkvqyNYY/DXma1I4HZkwNtdrhs8dhiO\n54abgAU6nXVI9nwWLJ3OGHJcDMNg3XrATwdARjBmsFmTIAFBGZBqk/3sDqWUUipTGhBUl4PuA/4w\nC8mmbhNAHijRW+cqO93gUta1ijYCzbTDERJFeRxnsBmmxiRpcCckSSpY2ySLTLglo4BDFBUBS5J4\ntNveQAI8Xa5r6XS8dPEMm7YFsgh6yXUlIY4r6TEiQexOx6XRcPAHFNN2XZk23OlIUCeKfIwJieMy\ncj6Vz/nz/VFEVvaNiKIqxoRp8HiQmV+WRqOUdt5HkYCKj1zrBqVC70JWUZSne+5YawY+XbjLGIu1\nDkni9bSrq4O0e5A2A2H6d8oykz8mimQxp+zrtYK0oUkUjWYS+IJu8GsMaDAcWZNjyLVfpjFncQ4Z\nk2CtSxznkGtsFvcfpZRSaigMe5BFKZCO6TDUxzuXBAnMZSHrbLyVZN0mH5CHfmtl1d9BH0Pd6aBL\nU8Us4Ge40rAED6x10s+GJDEDn96XJObU38NaFzl3sqj31d0fbtoWg7UQx4Y4HlywxxiwFqKo+2/D\n0r6BbM4lCdgCWCsrH8fx4J8XZJs2bUNv2walGzAQ3XMni+vJmewKxwpkcz4FQJzW4sxyv1is9ZGg\nZFb3YyHX+SBtS5b7JUnPnzhtT9Z8wCw7ZrPRPZ8He01RSimlhooGBNXlIOuO14UwDHbqZa9h3D9Z\nt8kCS0GdrDJ5rAVrpS3ddk1NZbVvetshsstwAmmL7fk8aHbZ5yVZ7ZeV64xluW+WZFMXrvuv3m0P\nsh0rX9OzWExkhVac+nz63yaLe9HSeWyzvvSTkO39uFe3LVnulKyvs8tZznXtzcawtEMppZQaOA0I\nqstBmywKcl8cB2lnFoZhqnAvQ/ZtagMuEGKMgzFxmk0zONb2Bg4ijMnyGAGZ+mhP1T1znATXtSTJ\n4PaLtbJdY2RaoXx2kNUeBy1M2xABDsZIAMHzLK5riQc089FamUrt+9JRllqXTtqupXYOVkj3misr\no7q47uCngnqe/G0cp7sPDIPdHx16n5OWjttuoCcbMtDAqbqo3XaJLK4zDcDFcdpk+1zppFNz3bRN\n2ZGBH7kPGdPpyUYbtN590sqoDb3k2UCub9mcQ92g9dI1NuvnFaWUUiozGhBUl4NZhmO0/1w84FAm\nW961qw0cR+p+Zc1DHq7nMm7HfqCE581ibUAQNJcV3u+/JHHx/RYQ4HlzSO2zAwNtw+lOAAmeJ6tR\nGxOTz7cHGihNEkM+H+G60hn0/Rpybh8fWBuWzAIOnjeHtR6+38EYCIKYcjkZWEAwDKFSScjlZIOe\n18FaH8+T9sHJwTTkNE1kBc4cvn8SawPK5UXAGUgGmAS8DKXSItbm8LwZZBpsjcEGek7QO/XU95t0\ng7ZZDDJ0WWtw3TgNTFo8rzegngdmBtyiA4CH788hgaesOATBPHLeZHM/Pt0+oIzvz2BtFmURwFqf\nIJhBapE+lUkbTncMcPD9BjKdOYtzyMOYNq7bHfjI4v6jlFJKDQUNCKrLwTA82J+PBQ5nuP29DL6Q\n/EoqwOPs2pV1APchoEgQHMfagHy+kUFA0COXa2BtDt8/juybhwbahtMdAhxcN8Jx6oBPsVhjsFka\nDsViHWM8jGnhut3s38Gf45OTTeAoQSBt8H3JEvH9iGo1HljmZJIYRkYSfD/GWggCyUrL5ZrADJOT\ntYG0o5dkNz0KVPD9WQCKxQaOM5j9IgEvS6kkwb8gmEPOn0cGPOX+IXoXMTEmwXXnABlkiONsgl9J\n4hEEDWSwYXbZlOEi8OCAW3QIsPj+ItlOv7T4/gLZ34+7HgTKBMEs2WWUGnx/HjmOB31crGQeWMCY\nIB2wG3ygNEkCfH8GY0rA00xNZZm5r5RSSmVKA4LqcnASmeqS9UIVZ2PSj6czbMPDZF1EXZQZjk7H\nQXo7hxJcYaD1rayFfL6BtSYNaBjgycE1YJmpqUXkXMrj+8exNk+1Oo/jWOK4/51VWajDMjp6kiTJ\n4fsnMMZHstGyyIIDeJggADA4jk0zOl22bJGpdUmf49rd43HTphaSNdNOp4F2pxA/0t8GnNODQIkg\nWAAMuVyTcrkzkMVFosihXG6n561Js76KyHVukPaf8Yrvn8DaHPl8LbOFEZLEIZer9ww2LHdwwC06\nghyzdSTrAqgXgwAAIABJREFUa/DPlta6GBOl53CMZKJlbR9yXs8jC2kMduvd7Ds5fyyDPy7OJAH9\nvcAIQXAUa7NY6MQnCI4CI2Q7SKeUUkplTgOCavgtPUBWs27KWZSBQ0xNZVmf52HkgT/rc9oB7su4\nDSBT2GLy+UWM6eB5Mb7fIkkGs5pgHLt4Xkgu18aYiHy+G/DaN5Dtn929wDjF4kGsdSkWa1SrTaKo\n/4GNKHKpVptUKjXAp1DYD0wA381woZWHcV2L49RJkoBSaZY49ti8ucH4eEy7z4kj7TaMjsZs2VIn\njj3K5ZMkiY8xbTwPsu2sPg6A7zfwvGMYk2Ni4jhJ0t9pw9ZKwGti4gTG5PC84+n0QgM81r8Nr+gw\nyzO78nmZ8ijZtYNfRMNaCazL9h1yuRPLvmPwGbdTUyFwL46zjnz+SZKkdN6fWW1JUiKffxxjJoDv\nMDU1+JqXZ3oMiAmCNp53nCQZbFmPJCnh+0/jed16hk8NdPtn902gSKkkAcpBThuWYHVCsXgEGWS+\nd2DbVkoppYZQ1sEDpS7UXfRO3RouY8CXMm3Brl0zwLeADRm2Yh0SuB2GLIQGsBtj1lMo7AUKVCoz\nxLE7kA58HHtUKiewtkSh8BiOsw74JlNTWddWvAvwyeVO4nlzGJNjw4YjGGP6miUo2YGGiYnjgIfj\n1CgUTgAB2Z47D2BMRLH4ONYWKJVqOE5CEETs2CH1FfuVJZgkMl14x442hUKEMQmlUo0kKVIsPpYu\nFJFlcP0AEhQcp1R6DGt9xsdPUi53CMP+BZDD0KVY7DA+fhJrfUqlx4DxtC1nZuz11zxSR7B86pV8\n/iSOs4jjeBQKC0TRYDPXo8inWJzHcTwcZ4F8vrdeYAU4CiwOtE3iH4ACpZJkxQ02G1uy9EulA0it\nyS8ObuPnMDVVB74MbDx1Dg1qv8h2XEqlx5Hngi9kPGjZ63tADc8zBMGBgQaQJXD8BK6bR7JIB511\nrJRSSg0VDQiqy8X9SOdsGBbO6OUDEfDtrBuCdILyZFeraAS4k127sqwh1esuwKNUkvpWxWKTIGgQ\nx/3twEeRj++3KRZl8Y7h6qQeBPZizDjF4l6szTM6OsvExDxh6PWls2othKHH+Pgi4+Mn0oDXXowZ\nQQI8T6z+Ri+Q1Of7MsViDCQYA+XySeI44Prr59myJaLVWv2p5tZCswmbNkXccMM8URRQLs9iDGlg\nsAP8I5OTC6u74YsgWZufBSoUCidw3UU8z2Xr1kMYY4ii1X9+6AaOr776EJ7n4LqLFArd+pufHXgm\n6eRkdx+sO/WaZOfJuTMyIgu/DCrDyVqDtYZKZRZr8+l51PsdY8Bn03YP2qPAIYLAIQgOkSSDq2mb\nJBWCYD++HyBZ2NmVZjiT3IcKhRN43uzAsgSTpIznHSef75ar+OpAtnshJKP0TmA95fJjyDnU/yx1\naz3AUi4/iZzTn2ZqKut6x0oppVSmNCCoLg9TUxHSMZvIuinLbAC+nGYCZO1x4B5gUwbb3ohkB96f\nwbZXNjV1GLgPzxujXL4PayuMjx9Js776c+1LEvnd4+NPAxWKxYfx/RIS9Mq+kyoBlTuBKqXS0/j+\nUaDItm37KZU6dDqrGxS0Fjodl0IhYtu2fRhTwPdnKJcPIllfn8lwunDXXbiuIZ9/nCSpMDJyEs9r\n4/vwghfMUSqxqkFBa+X3lUqW5z9/gVxOVhauVk+SJGVyuadwXRf4yups8Bm5DziOMVVGR+/G2oDR\n0Vk2bpwlitxVXWAkSQxR5LFhwxyjo7I6eLV6D8ZUkVVzs7q2fBsI6a1hWyo9jTFNPA8qleOEYa7v\nmV8SWA+oVo/heQ6O06RU6q1bGyArvN/d34achZzHfwNMUK3ejzERSdL/+nBJksOYDtXqQ8g15W+G\n4JqyRO5D38CYzYyO3gN4fQ9+WethDIyO7sGYLcBXmJpaPrU8a18FauRyUCzeRxxX+l6KII7LlMt7\n8P0ckh34nf5tUCmllLo8aEBQXU6+gSxAMCxThwNk5H131g0BSDPzPoh0Xge5j/KAB/wFu3YNQ92m\nXh8GHMrlI/j+UTwvx9jYYaIoWPXVUq01RFGO0dEjeJ6L655kZGQfUADeP0Sd1O8B38aYTVSrezAG\ngiBm+/Z95HLJqgUFu8HAILBs376PQiEEnDTIsxEJNmUTvOg1OXkY+CbVag3HaQA51q17Gmtdxsdb\nvPCFC+TzlmbzmQcFu8HAIIAXvnCRDRsaxLGbBpCldmC1Oo90VA884/f2TMlAzHuBMXK5OsXiA1g7\nwtat+1i/foFOx1uVqeZxbAhDj4mJBbZu3Ye1IxSLD5LPLwKjwJ+nWUWDNznZQKa1bzz1muNEVKt3\nY22BkZFZgqDZ96nDUeQTBE0qlTmSJM/IyN04Tu/1dgPwxXT17KzcA3wNz5ugUrmHJCn2dYERa530\nb3A3nrceCaIPQw3b5e4AGgSBoVz+HnE80resUmsdkqSSBr4CYBb4RF+29UzIIld/DkwwMrIf3z/W\nt6xSqUtaJZc7RLl8BJnN8J4hmkKtlFJKZUYDguryIQ+Q70M6ZllNi+21BfgoU1NHs27IKbt2zSEd\n+I1IkK7fXGAz8GF27Rqe/dA1NXUM+GAa/PouEFMsxj1BwdXJ1EgShzDMUa0eoVxuYYxhdPQejNkM\nfIypqeyDO10SmPwQ0MH3XSqVu7G2RLW6yHXXPUk+H9Nue88oYJokhnbbJ5ezXHvtU4yOzhPHFSqV\nPQSBRRbAmR6i6Vp34Dg1qtWHsTZHEIRUq0eI4xxXX73Ii1+8QKViaTQMUXRpW4hjmSZcKlle8pJ5\nrrlmkTjOUa0eJZdrY22B0dEHcN0m8OGMpn2eaWrqUeBTwFZGRp4glzuI45TZseNxNm6cI449Op1L\nq83ZDRrHsceGDfNs3/4EjlMkCA4yMvI4sBWZ1rd3dd/UResO+ixlvBUKM+Tze0mSEdatO4TjxH0L\nCkaRj+PErFt3GGurFAqPUCj01g7MpZ/v6sv2L5RcWz4C1CkWW5RKDxLH1b4EBSXwVaVYvJ9iMURK\ninxsiAZelsizy3uACcrlgxQKj5Ako6u+X6x1iOMqhcKDlEpHkWD6e9KausNnaup+4IsYs43x8e/g\nugtpsHT1ttENBnreccbG7sWYbcAnmZp6fPU2opRSSl2+NCCoLjf3Av+EdBSzdBXwAMMxrW+57wIf\nA66md5rb6nOBa5ApqP/Yx+08U18DvoPvTzA2JnWUisWQiYmDJIlDpxNccgekO40vSVzGxw9SqbQA\nn9HRrxEEVeBBhqN24OmmpuaRwPF6SqUZyuV7iOMKIyM1nvWsR5iYqBNFHu22e1GLanQDPFIzsM6z\nnvUIY2MLpzJWyuWnkXPndqamZs736wZGavW9l3zeTzvrI1QqC6eCglu31pmcPMG113aIIkOjYYjj\nC8sYjGNoNCAMDdu3h0xOzrBtW/1UMLBSmSOOq+Tzj5LPB8B7mZzMevGZ5T4NPI4xVzE2djdBcBBj\nymzf/gTXXXcgDSL7hOGFLSYh542TBo1jrrvuANu3P47jlMjlDjM+fg/GXIWsivrp/r61CzA5eQz4\nS2QQaEm1+gi+P4PjFFm//gCOExGGl349WU72Uw7HidLfX8TzjlOtLg+QbgbuYHLy+Ops+BmQ4Ne7\nMGaEkZHDlEoPEMdVkmT17kVJ4hPHIxSL32Nk5CiSEf+uISndsbKpqQeAT2DM1YyO7qVQeJA4Hlm1\nadVJkiNJRiiV7qNafSINfH0kDegPs78C7sd1r2Lduq/jeTOrFiy11iWOR/H9I6xb9y0cZwtSAuCz\nz/h3K6WUUlcI97bbbsu6DUpduFtvhT179gIvRqZ9ZDHyXUWCYX80lB2QyUn4ylceA9rAvwBayMIn\nqykHbAM+A3x8iBYSOdOtt1r27LkPuBHP20wQPEK7vRXXDSiXjxPHLu12iSRxcZxkWZH+lUk9Ip84\n9ikUakxMHCIIfIxJGBv7Z/L5EnAYeCdTU+0+v8NLc+utR9mzZxF4ObncYYw5Sbt9NZ4HY2NHKBRi\nOp0irVZAHC8tnCALX8jvkOwLQxw7RJFLHLuUSiFbtz7Ntm378X0Xa3OMjNxNpfI0EqT+GHAXt96a\n0Rs/ix07jvHUU3lyuWsJwwZhuIlCYR7Pa9NsVsnlYOvWGtWqJUk8ajWXdtsQhkvBQVk5GMIQOh35\nP2MMmzbFPP/5NZ73vFnyedLpyIepVBZIkjHy+acYG6tjzJeAL7BjR9Z743S33hqzZ8+9wC0Ys4lC\nYS9xbIjjzZRKdcbGTuC6LmGYo9XyiWMnnUpssJZTdTvD0CGOXaLIpVCI2bhxlu3b9zEy0gYKFAp7\nGRu7D8fZhKyW+46hyW566ql9wPXIda8GyAIj+fzTtNsTwAil0nHCMKDTKWFMgjGXfl1MEpcoCigU\nFpmYOJwGA08yPv4tXLf3er4JeAj4KDt2DMd1+NZbT7Jnz6MY8y/J509izHHa7S1Ym8eYzgVdY1ci\n51gFYwwjI9+hUlnEmCLwh0xNPbaq76Ef9ux5FLAY82Jyuf247gydzmaSpHjJ+0XOrSrGRIyMfJtK\n5TjGbEWmKf/D0F1nl1u6tuzAca6lUHgIazt0OlvSWojhRe8XOU7KWBtQLt/H6OjDOM424FvAezMr\nP6CUUkoNIWP7XQhbqX6Ynt4E/Dcky3WQxbKryErHf8DUVHaro16onTt/EPgFZPrwYWSq5jO1Eck8\n/AjwlaEOBvaani4C/wm4mTh+mvn5Z9Nu7wBaRBHUalUajSoyHd2mwcGl9DiZoubQna6ez89Tqczj\n+wnWFsjlDlCtPpjWsnoC+JM0W2Z4TU8b4BXIMXKUTscwP38LUbQBY+okiWVxcYRjxzbQbObodDzC\n0D0tIOh5MblcRKHQYWLiKCMjC3ieFHD3/Rmq1T0EQYQELj4K/P1QTusD2L3bBaaw9oeZmyvQbN6A\n6y4SRTA7u5FWq4LrRsRxwvx8wIEDZebnPRYWHFotWQFWgkSWSiVhdDRi27Y61Wob13WIY49crsb4\n+FE8LyGOR8jnH2dsrIYx/wy8j8nJ1Q7er57p6QrwFuBZwAFarQrz87cSx1Ucp0UUJSwsVJmfr9Jq\n5U+rMeg4llwuIp9vUa3OMzIyj+c5JEke152nWr03rRm4DVmg6E+H7vzZvXsC+H1gAVgaDIpjj9nZ\n7ycMN2FMjUYjz9zcVSSJi+tGOE58wQMNSeKSJB7GxGlgvoW1ZXxfMicdp/f4KAFl4HeZnByejNuu\n6elrgd8AikTRCebnn0unsxWIcZzGadfXc5FrbxFwCYL9VKsP4XkTyN/gj5ia2te397Dalq65Pwu0\nieM55udvot3ejgQLmzjO+QNWSeJjbQGAXO4JqtVHcN11yL3+dqamvtavt9AX09MB8B+QfTNDp5Mw\nP38zUbQBuR83MObs10bpy3jpcWLw/cNUqw+kC4hUgb8HPpHWRVVKKaVUSgOC6vI1Pb0Z+G1kUYtB\n1K9bh2QGvmNY688YY24DrrfW/uypF3fuHAf+PfAipCN7kksLDI6lH98DPsiuXceeaXsHTjodPwm8\nCpij2XRZWLiFJCkDMdY26XTydDo52u0icezTDRC6bkgu1yAI2gRBG2NygIfjNCmX91AstjBmHTJ9\n+iOXVcHy6elbgf8I+Fh7mFptK/X6c0iSPMZEGNMgSVzCMKDdDohjqb3oujG5XAff7+A4EdYWkcUx\nOpRKD1Eu70+nflqkk/rN7N7kBdq92wN+BmtfSa0GtdpzADCmRqtVYmFhHZ1OAWNIgzMJYeimWZSS\nPem6CZ4XY4yT1qk0+H6TSuUkhUINa8uAoVx+kHLZYsyXgY8wOTn8mSvT0zngR4DXATWSZJZGYxON\nxvXE8SjW2jSg0SGOu0F0cJwE102AgCTxMcbgunMUCo9TKh3GccaAClKC4FNDe/7s3n0z8F+Qe87S\nAh7WGmq1q6nXb06zIhs0m2UWF9cRxzKN2HGSNDi4fKDBJUmc9NjpUKnMUCjUMKaIMVAqfZdy+eCy\njMMisB54B5OTw7O6+3LT0yPATwE/hLUztNsujcbVtNvX0L22SnZch6X7ksHaAGu7C3cl5HL7KRb3\nkctZjBlHynV8YuiCxiswxrwfOGit/d1TL05Pb0EGYm4EjhCG0Ghsodm8DmtzPT/eu3DMUs1bx2mR\nzz9KqfQ0nuciA3X3AR8cqrrG52CMMcDtwBuBR+3tt/8g8BzgF5EVo4/Q6fg0GltotXak+8XSzTyW\nX8Kp14xpUSg8QbF4CN+3yEI7x4C/uAymTiu1KowxvwD8krX2ZVm3RSl1edCAoBp6xpivALcAV1lr\nT59+OT29DslY2YFkwHX60AQPqR11DPg/TE0d6sM2Logxp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"text/plain": [
"<matplotlib.figure.Figure at 0x7f05c42b6ba8>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# draw ionic radii table\n",
"fig, axes = plt.subplots(max_row, max_column, figsize=(max_column, max_row))\n",
"plt.rcParams.update({'font.size': 12})\n",
"\n",
"for row in range(max_row):\n",
" for group in range(max_column):\n",
" ionic_radii = values[row][group]\n",
" try:\n",
" symbol = Element.from_row_and_group(row + 1, group + 1).symbol\n",
" except:\n",
" symbol = None\n",
" plot_ionic_radii(ionic_radii, symbol, axes[row][group])\n",
" \n",
"fig.suptitle(\"Ionic radii\", size=24)\n",
"fig.tight_layout()\n",
"fig.subplots_adjust(wspace=-0.15, hspace=-0.15)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.0"
},
"toc": {
"base_numbering": 1,
"colors": {
"hover_highlight": "#DAA520",
"navigate_num": "#000000",
"navigate_text": "#333333",
"running_highlight": "#FF0000",
"selected_highlight": "#FFD700",
"sidebar_border": "#EEEEEE",
"wrapper_background": "#FFFFFF"
},
"moveMenuLeft": true,
"nav_menu": {},
"navigate_menu": true,
"number_sections": true,
"sideBar": true,
"skip_h1_title": false,
"threshold": 4,
"title_cell": "Table of Contents",
"title_sidebar": "Contents",
"toc_cell": false,
"toc_position": {},
"toc_section_display": true,
"toc_window_display": false,
"widenNotebook": false
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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