{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"\n",
"\n",
""
],
"text/plain": [
""
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import pandas as pd\n",
"import netCDF4 as nc\n",
"import seaborn as sns\n",
"import matplotlib.colors as mcolors\n",
"import glob\n",
"import os\n",
"import xarray as xr\n",
"import cmocean\n",
"import datetime\n",
"from salishsea_tools import viz_tools, tidetools, geo_tools, gsw_calls, wind_tools\n",
"import pickle\n",
"from matplotlib.colors import LinearSegmentedColormap\n",
"import matplotlib.patches as mpatches\n",
"import h5py\n",
"from IPython.core.display import display, HTML\n",
"display(HTML(\"\"))\n",
"\n",
"%matplotlib inline\n",
"\n",
"from pandas.plotting import register_matplotlib_converters\n",
"register_matplotlib_converters()\n",
"\n",
"from IPython.display import HTML\n",
"\n",
"HTML('''\n",
"\n",
"''')"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"SOG350highc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/SOG/fakewinds_01may16/04jan20-11jan20/currents.hdf5', 'r')\n",
"SOG350lowc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/SOG/fakewinds_02aug17/04jan20-11jan20/currents.hdf5', 'r')\n",
"SOG150highc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/SOG/fakewinds_08may17/04jan20-11jan20/currents.hdf5', 'r')\n",
"SOG150lowc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/SOG/fakewinds_10nov17/04jan20-11jan20/currents.hdf5', 'r')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"zeroc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/zero_winds/04jan20-11jan20/currents.hdf5', 'r')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"TP350highc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/TP/fakewinds_20nov17/04jan20-11jan20/currents.hdf5', 'r')\n",
"TP350lowc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/TP/fakewinds_31may18/04jan20-11jan20/currents.hdf5', 'r')\n",
"TP150highc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/TP/fakewinds_17nov15/04jan20-11jan20/currents.hdf5', 'r')\n",
"TP150lowc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/TP/fakewinds_13oct18/04jan20-11jan20/currents.hdf5', 'r')\n",
"\n",
"SB350highc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/SB/fakewinds_26dec16/04jan20-11jan20/currents.hdf5', 'r')\n",
"## reusing TP forcing files because for wind event\n",
"SB350lowc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/TP/fakewinds_13oct18/04jan20-11jan20/currents.hdf5', 'r')\n",
"SB150highc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/SB/fakewinds_26jun16/04jan20-11jan20/currents.hdf5', 'r')\n",
"SB150lowc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/SB/fakewinds_02aug18/04jan20-11jan20/currents.hdf5', 'r')\n",
"\n",
"## reusing TP and SOG forcing files because for wind events\n",
"BP350highc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/SOG/fakewinds_01may16/04jan20-11jan20/currents.hdf5', 'r')\n",
"BP350lowc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/TP/fakewinds_13oct18/04jan20-11jan20/currents.hdf5', 'r')\n",
"BP150highc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/TP/fakewinds_20nov17/04jan20-11jan20/currents.hdf5', 'r')\n",
"BP150lowc = h5py.File('/ocean/vdo/MIDOSS/mohid-forcing/BP/fakewinds_19jul15/04jan20-11jan20/currents.hdf5', 'r')"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"def make_plot(cfile, yind, xind, ymax, ymin, xmax, xmin): \n",
" SOGc3 = np.zeros((24, 396, 896))\n",
" SOGv3 = np.zeros((24, 396, 896))\n",
" SOGu3 = np.zeros((24, 396, 896))\n",
" t = 0\n",
" for keyU, keyV in zip(list(SOG350highc['Results']['velocity U'].keys())[:24], list(SOG350highc['Results']['velocity V'].keys())[:24]):\n",
" SOGc3[t, :] = np.sqrt(np.square(cfile['Results']['velocity U'][keyU][-1,:]) \n",
" + np.square(cfile['Results']['velocity V'][keyV][-1,:]))\n",
" SOGu3[t, :] = cfile['Results']['velocity U'][keyU][-1,:]\n",
" SOGv3[t, :] = cfile['Results']['velocity V'][keyV][-1,:]\n",
" t = t + 1\n",
"\n",
" fig, ax = plt.subplots(1, 3, figsize = (15, 10))\n",
" ax[0].set_title('u velocities')\n",
" ax[1].set_title('v velocities')\n",
" ax[2].set_title('current speed')\n",
" ax[0].pcolormesh(np.ma.masked_equal(np.average(SOGu3, axis = 0).T,0), vmin = -2, vmax = 2, cmap = cmocean.cm.balance)\n",
" ax[1].pcolormesh(np.ma.masked_equal(np.average(SOGv3, axis = 0).T,0), vmin = -2, vmax = 2, cmap = cmocean.cm.balance)\n",
" mesh = ax[2].pcolormesh(np.ma.masked_equal(np.average(SOGc3, axis = 0).T,0), vmin = -2, vmax = 2, cmap = cmocean.cm.balance)\n",
" q = ax[2].quiver(np.arange(0, 396, 1)[::5], np.arange(0, 896, 1)[::5],\n",
" np.ma.masked_equal(np.average(SOGu3, axis = 0).T,0)[::5, ::5], \n",
" np.ma.masked_equal(np.average(SOGv3, axis = 0).T,0)[::5, ::5], scale = 5)\n",
" ax[2].quiverkey(q,0.1, 0.1, 1, r'$1 \\frac{m}{s}$', labelpos='E')\n",
" for a in ax:\n",
" a.plot(xind, yind, 'ro')\n",
" a.set_ylim(ymin, ymax)\n",
" a.set_xlim(xmin, xmax)\n",
" viz_tools.set_aspect(a)\n",
" p0 = ax[0].get_position().get_points().flatten()\n",
" p1 = ax[1].get_position().get_points().flatten()\n",
" p2 = ax[2].get_position().get_points().flatten()\n",
"\n",
" ax_cbar = fig.add_axes([p0[0], 0.2, p2[2], 0.05]) \n",
" cbar = plt.colorbar(mesh, cax=ax_cbar, orientation='horizontal')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# SOG 350 high"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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33fkX3HXL70NfMqOUaeGLL2PlqtW4+8+3hNj724PnV9ruWPQ7ZNdBinkMknbr2j/dhpuvuQo5WVlqaQH47W134u4//gHcG6w7Zpn8knV//Me/cPMVF8Ej6SPL+lCrNvyC71evw1nzZgfWSftJRh+ec47f3XM//nrTdSHHqCUm63+Nl3izzw8A1978J9z7lzvgScsISTOroGOzb8T3lJzefTq9bSIOPGzfWBljqYyxdPM3gBkAfgbwBoBzDLNzALxu/H4DwNmGx9mJAGpN+RpBEES8oLaJIIiuyv7QPmWmp2PW1CPxwtvvKdm7XC5MHDMKX/3wo3IeCR4PWg3Fk8vlwq/PnG9pP27YEHy/Zp1y+n0Le6G0bJeyvcfthtfhB3m3S0Nbe+QHjuj2rhC1iRWPLVyE3r16Rv04sK+47rKLHb3sx0Lvgh4o211hb2gwqKQY67dsVbaP5Zz+4fprHe9DEF0BlRH+AgCvGjeGG8Aizvl7jLFvAbzIGLsAwFYAZiv9DoDZADYCaAJwXtxL7RBN+MKqGY2yr7U5wi7k66zxVVD2FdH8mqo6wq9sZzE6azdypIosHTNf8VgDx+8w39ARZHN0KHLkDOIoeWAfYcQybLRJNqpvR8dGJ819I0e47JUN4fbB6xqsO8I6hc6F3Rf5jikx4ofTEeQO0u3bJgDITtHlh42twRGO5vbY7nfx/Md7dD4emKPN9gobe3uxjZA1sZb78mBbIxvtD46KG8oBTcjLvthRCdz/MSq4nGCqHcSaZNYJ8Zz4YlQb+SRtuGqdC1GnmKPDQhvvMc5yWxyUUCK7auoBABlJiXFNNwrdvn1KyMrDvBNOxNW/vRFHH3UkCvLyAn2nkGeY+cPvx6+OnoLf3/cgJo0apm+T9TmEfUcM7IdVGzdh3JCBep42z7qDhgzEU2+8i6mHHKx0DH0Le+Kjb76Nul12T2pMg8/nk7YdAXthXVHPAmzbXoaBA/pHZiAcP4cuC9eYhoaGRmRlZEj7h2Yeza1t+NWcWbj6kosibMT9VPtpyiP7CvTu2dPxPoEXbLH980Wef7NP1KdXT2wt24m+hQVK6Sd4PGgP+5Ai69eK18TjcqGluRlJycnBfQz1Cjf7xlrQPi83R09CVLjEgZaqcnsjgugAti/8nPNNAMZI1lcBmC5ZzwFcEZfSEQRBRIHaJoIguir7U/t0/SUX4p7/PI6/3XyjrW1iggeDS4rx4/pfMHrwAFv7CSOG4aNvlgde+O3Iy85CVU2tki0AZGeko7quQdkeAEp698KWHTsxoKRYyb5fn97YvH2H/IVfwpsfLEZx70JcuOAMS7vEhATpy353hHOOtNRU7K6oQA/jpdmO4sKeWOFAzQHo9a+ltRVJiWof9fr3KcKW7TswdJBa/SOI7krHveAQBLHfsH37DgDB+bzmSKg4mmrO/21pD35JbzAkmcMLyc8MQRDxR/QPokLQN0HsTnsJnZ75eRg7YhjeW/IZjpk0wdb+jDnH4s7/PK70wt+vqBCbtke4KrDE7XKh3euFR8GRoz6q7Ex5NmxAP6zZvEX5hb9v7974/NvvlGzdbjemHT4ZR0w81NbWFccR+X0N5xxffbscfr8ff7z2KqV9igt74Y2PljjKZ1j/flizaQvGDRuiZD+oX1+s31za4Rf+ys0bQ/43VReiwsBnOMP0CwpjUzHjyVD7CEIQsXJAvPDbScqsJNVWEijRGZ+qbN+Kjsj2ZY4BlZ0KOpXtS+T+gWkBQueKSZxbmYhSOfMMhwqk7DtpVo76uhNW00es6l9sDvoMmW+Icy89X9GRV6zs2KM+8kLoZCRHjkS0+fSOAeKraHaMqjPAfY1Zn7X9qIMsIk5pkvmANbfb+IeVpx2Q2QbXyRz4qRAypSd0VoS+3fyQyIJ2pnPBkGkG5nQMf6TTxI7QbHykTPIcEF2fDuNO0b22+71tWHD6qbjypptx6KjhyEhLldqbfYK05ETk52Rjy67d6NsjL2K7+FwLyry1wG+7aW7D+pdg9YZfMHpw6EuaZX+Nc+U520P79cWTr76FuVOPVLIvLuyFrWU7LR0/i5x3+qkYbKgBzL6blbRf7uxTdBCo5jTUaR8jnmiahtN/NQ+eMG/20v6ksS4jLRX1DaGOtu3qxqjBA/D96nUYN2SQmXGEjZjXoOIiPPfGO9LtpnNBWbMqSvpdickSC2e0VuzocBoEYcX+8cZEEARBEARBdAqapuG6yy/BfU88o2R/1vGz8Owb7yrZ9i8qxGYHo/wHDx+C71arS711WX+9sn1edhb21Kp/vE5KTAgJtWrHyKFDupwTvr3ByXPnYMLYiFkuccWp474euTkor9rTiSUiiK4BvfATBEEQBEEQlgwo6Yu87Gx888PKgGf9aORnZ0HTNOxWeJkaP3IYvl21Rrkcg4qLsGHrdntDg76FvbB1p7qnfqdUVldja9lOrFy9ttPy2B9ISUnGwH4ljvbh0NUZqiR4PPD61CIgAEGFiZM8CKI7ckDo2sT4mDW79Sg3vElNetVVkEn2471PLF5fY0UmNxe98/pMD9OdFDdclLRbewyP7q3fDvMYQ6c5RI9+oCqts47lLd0j8Cs8vre+ThZ/O3Tuvij3b5dI6tISdJlevKS3BxI9TG/Hu4Id0sqG0CgisUQ/kMnxXTHeVx2Jx94RAvmG3K/R65hfjFIAZ2URZeyaFjr1xZSWA8G2KZbIITLM9iEez6HQtkxP189FqbzPsLOeImCFTzInXhYRIXjtBDsW6ZHf3FdsY8zyBXyJuGXTwiLPv9iWmemKvkZSjXZKdgxEJDlFfQEAe4R365NmHY3jLrwSd157BY4+zJiHLqnD3O/DOfNmY+HbH+D6c88IrAMiPaePGNgPr3y4BKfODK4LtxPRNA3czyNk+tHs+/bsgS3byzBm0ICQ9K3ISEtFbW0dMtPTpLJwkaz0DJTuKENTS0uwLLJnvLlNXBeIkhR9iqhVdKWOYp6zvSXtj4YsmhE0F7IzM1HX2IysjHR9m5Wk36iHCW631HGf7FjrG+rx/c+r8co77+PEmceEJmfI9iNb1dBrJIv6FazrwetqThGQTV9wp2VGPy6CiAM0wk8QBEEQBEHY0iM3F+eedAI+XWbvpK5PzwLU1Degtt7aS36CxwOvQx8yvQvysaNczZFj38KeKC1zNsI/tF8J1m4uVbJ1u124+PT56NenyFEehD3Fhb2woVRdog8AQ/uXYM0mtWuXlpKCEYMGIDk5KZbiEUS3gV74CYIgCIIgCFsYY7j8rNNw4oxpSvZnzpmBRe8strXLzcpARXWNcjmczOPPz85C+Z5q5bQBYNiAEqzZtFlZ6n3KnGNRkJfrKA/Cnm9//BkPLnzB0T6jBg3AirXr4bNx8GdyxYJT0bewMJbiEUS34YCQ9IuY8v7aivLAOlOOE4tsPhypLEkR1fzjLbeXScr2BaIsPSANlUjQAzZxkg/L5J3WMn9niMclk++qXE/nMn4AFpJmp6GqQuWzLmOdIIE2rkWCmyT9sRKQ9gMordIdRvnbHUrvZd7VY6jK4emoytfjdZ+aUm7NQrbtclmnGzwGsa7rJ8OpHF88H559XMWDbVPwuBT7tUFv/j5h6oORnmrn2Aq7qVJm/QgJ8ynzgW04wDbbE3OKEQC4mFFem2to1iHxWlP7FBumtB8Amsr0kdNxw4cq7du/qBB3Pb4QvQvycdyRkwDIn3kHjxiK71evw7GTD42QbcvsRw/qh3ueXorjjzpMmq/4zNy2qxzrtmzD2s2lGNqvb8SUgvA8mObCzvJKPPDcS5h/7HSkpkZGJQixhx75IRZHfDJP/OF9MSsP/iHE2DfcuKUU/Uv6OgoDKC2TTR9Ste8a7JP6cPLsGVj82ZdCvtbTPQBgy46d+Otjz+Ds42eFTAczp2aEX/8BxUUA0wLnL/wpJnrkD8Se8kdGSbDFOC7Nk6BmTxBxhEb4CYIgCIIgiLiT4PGgpLAnlq+ydmjndrlw7zPPo6W1VSndpuYWrC/dhpXrNtra9sjJxpaynUhOigyBGo1xw4YgMSEBqckdD7kWTmc7iNtethO19epRCWpq63D57//oaCDA6aBBrEwaNwbzjp7qaJ9ph47HgD69nX3A6KSoCa1tbfZGAnvrvBIHHvTCTxAEQRAEQXSI9z7/Gt+FvdgzxvDHS8/HoOLI+e21DQ146IVXAehKgLLySiQmWI9+/vWJ5wAAGWlp2F1VjYbmSIdpIi+89xF2lFfgwhOPQ1GPHrbHUFlTi/88/wqyMtLxh0vOs7UHgNv+9bCSncmzL7+CdRt/UbbfXLoVTy5Sl7U3NDWhscn6vIgcNGoEfnv5JdAcKBtv+PPtqKisUrZvbGrC/Y8+oWwPAHc//DgYYxg7fIiS/WsffYp1m0uRkpyEW6+82NZ+++5yLHz9HeXytLa14S//ekjJtrJqD27/x/146Cm1MJaA/iHo93fdo2xPEE444CT9Mkz5kKrM2pQtySRNsnSlaUi9tAvS7zBpVGd6ze9sj/yxYMrVw6X9+w7x62/sX+cde+7vgEd+k1g8UpuyWWim920hgoJENm7KZgP7ER0i2aM3zea5bpSEwFL1nC9er1g9y0unCgjEy2O9iUzKH07I8fvNcsS1GJb5uoTv5cH7uiNtaaTM3mz3OtL6acLIVTxbervpG4F2R2yvjFVtQkkSjClCUmm/ma5QH8ypROZ+IrJ6E9ImqUpviahoifqIt1jXzekgIwcPwCsffIKDR4TK/V0uDQvmHgvw0POfmZaGbbt2g/t9KMzLxbVnnyp91ovPQa/Pj/qmJqSnpOB3FyxAZlqk3F4s3/D+ffHlDz/i3ONnwqXQQORlZeKXbXpYgllHTLK1B4AeeTlYt2kLhgwcoGQ/Z9pRuP+xp3DbDdcEyyuxM4+7b+/e+OHHn3DmiSfA4/HYpj904ABwn8/ao72ApmkY0LdYydbkrFNORr4DnwXJSUnYXVEJprlC20nz2krKaufsMZyMtFRs3bkbQ/r1xfiRwyINwtokjTHsqamJOE/RYjN98933GNq/BP72thBZvnk8fjA0NDbh0YWLUFVTi0vPWYC+RcEPXYF6HOXd4J+PPI7pRx6JZ19+Ve2ACcIB3fqFv66qMvDb19oS8ldEfFh40tI7v2AEQRzwiH5CTIIfa4IvJm1GZ4OkfARB7A3M8MRAcH6yvz34UTF8Xrnqh6yigh5RPeczxhDtGyXnHAzAgjnH2uYxenB//LxhEyaNGYmpE8ahzWsdc31Yv75Y9M5iJHjUu7t9ehZg685dKO7V094YwPHTpuC5N97GDYov/LnZ2fD5fKiurUV2pn04Np/Ph9LtO/DPx57EdZfZj1zvDcaOHOHIXtO0Tp/KUNgjD0tXrlK2T/B40NYe+TE9Gku++Ra/ufBc6bYffl6Fvz30KAp7FuDCM0/HsMGDldMFgNfefR8pycmYMeVIR/sRhCrd+oW/I4ijpDInIPGKcRqOLDZn+Danae0NOuKMUJaOndOccHs7J3pOHe91xTjMHatzzkZYNUm8btkovuaPTNfKaVk8nR0eyGhhsd49wshUu4VjpND46pFOywJ2kvmK4ohtwLmbzch+V8MncdAUOnBs/hM56iuOBFs5DbTCrp20VuxEz0u8X32SdAOO7BTH8ENG4o1xLHGdP0YVU0gdYmYdsr4m5mi/OGIfPtrv55HtijgzNlDH/dbtj2cfxxrfL5A4mQs8wwEkJyehqbUNyYreLXvl5WJnRRV69ywIjMCHx4QX+wtjhw7B2599hUljRoIxhkSbEW+3xwMwBj9nEk2InGMPn4j3v/gGF80/Qcm+sCAfuyoqwX3ewFxwuzvotOPn4L+vvoHLzjoDgPzuN9Nwu91YcPKJWL5ipdoBdEHqGxrQ2t6O2rp6ZKSlKO3j9njQ7vfDXtOg07tHD+woX2JvaLRJCW4X2traAH+UFs9sa/0ucM5RW1eHjNQUcH+oemLl6rW44/4HMHhAf9x89RVITUmROmOMpgpevmIlVqxajVtvuqHTfAkQBPXOCYIgCIIgiA4zfuRwfPvzamX7UYP64+eNm5Xt+/Tsga27djsq0/D+JVi9aYuy/eCSYqzf4iz2+0EjhuH7VWuU7UcOGYw1G36B10ahYHLS3NmYOcdw8RgAACAASURBVG2KozJ1JTZv3YYXXnsDTTY+F0QyUlNR39CobJ+emuLId0Gix4O2NrXzv+aXzRjWv59026ihg/Hyww/gL7+7Aakpah8zTB568hk89fxLuOX6a+hln+hU6IWfIAiCIAiC6DCTxo7CNyt+UrYfObAfftq4Sdk+MILuQB5+2NhR+Hrlz47yyM/JRnnVHuV9Zk85Am8v+VzZHgBK+vTGb/58p3KZpkyWhyDsDowaNhRHH3kEehXYO040SU9z9sLvFI/bjXbFDy5X3/5XpKbIIzY4cXYoUrlnD/75yOM45KCxSr4ZCKIj7DeSflMC5k4JOnDR3OYNZCWWci6ltooDGi5FC7eT5WUVu9SxzL8DsZRlZY+1HLZ5hcSc9VnkL3VlE7Fm70rJo7l0cZCCUF5uMb3A2kFf7IRIuiV5mKtcEkk/oUbAkY8Qw9ednAYgVObc7tXtWiRzCc3rFCK3Nn4nuMQpGJI6JKk6gfRCJOL+kG2A4JjOQtJu68jP4WiFzAmfU0l9LASOQ3DodiA5nwxO34huE8sUqEAdspk+YuXIz8d4qFFUQp2M6vkajrlCHP4dONfVCrGfYM7d14QXDu4zzn+rPlrq91qHFhOf53m5OdhTV6fcr8rLycGeuvqQ53+47wBxG/f50LtHPnZWVqN3QX6InQzu96FfYUHAEZ8K3O/DMZPGY/FXy3DmcTNDHAmaNTKkTH4fstL1l1Ov1we32xU1prvI5IPHYdGrb0Ytv6yn0VnTTTsbxhhuv+l6R/ukp6WirrERQL61oaR9sqoT5jkM8Stgc40bGpsw+eCxgXuHa7FPATbtN2wqxTsvPIf+JX0d7U8QsUBPP4IgCIIgCCIuZKaloaZOPQ484GzEfuyQQVixboOyPWMMCW432trVRnMBYPTggVjpIA8AOHz8OHz5/Q/K9oeMHY0bL78QLa2tjvLproge61VIT01DfYMzT/0JHg9a26w/UMXC7y67AH0UnTiqctgh4+lln9hr0As/QRAEQRAEERcmjRuNbxxI6IsK8rFjt9y7v4zRgwfgxw3qcewBYMwQZy/wmqYhPTXFUWi4YyZPwgdffOOoXCfPnonEhAR7wwOQjLRU1Dl84e/VIw9l5ZX2hg45btpRcU+TIPYm3VrSL0pKfczw5h4SB1jf7uMSD+7MWuanImG3k+9bpSXK+AOe++Mg349Fei/znG9pLztuiUdS2TpZOa3kUKbcPVTaHhBcKZU3FgIyZ+WY9/GR9yvuEXNeMqwkt7HOTSOC9VoMdwVjCqDMI74oI09w6/u2GCNSsnqo2Y2IKcqwzbStZNsy+b6V3L8r4ZfIx0WJePD4BTtTGh7w+h609yj6+t4X0tvQKA2y7eaxWrf1pgze54u87j5JvbOKCBEq349sVwPbhfL6mP6PL+B9X0xR/0cLabeiR1/QlH2zHziEy9F1PMJ2YzqEEWtcfF5riUn6OrG/YNR184ocOm4M7nn0acyadiQgNH/RwvyNHjIIP274BUU9Q+d3R7PXXwTV5nabaRw2djReXvwJJsjis0dh2qEH46Ovl+LEGdODK406HCKzN85ncqIHfp8Pm7ZuRf9iI669UHarFtuyTyRJI5bISaqRQ/YFsjq5ZuMvWPPLJsycPFE5ncIeeSgrr0BJYUFUG/E8cM7B/b7Q8yC5xrqtMM3C5px3lfNKECbUmycIgiAIgiDiQlpKiiNv7CMHDcBP6zc6ysOJwzVAfxHcWVHlKI9DRg3Hsp/UPe9zzlFdW4d7HnvGUT6EnNSUFLQ7mIYBmKH51NUi5BifOFCgF36CIAiCIAgibhTk5WBXhZq0Ojsj3ZF0HgCGlhRj7WZnofOSkhLQ1NKibO92ueDxuNHUrLYPYwx/uPxCuN3dWjzbZThu+hQcPuEgR/s4mR6yu2oPquvqUV5VHUvxCKJb0a1bpez8oOfOyvJyAEBja9BZh99vypIj5fv+EOmhMR1AkOCYMmsrD+oiKh5Bo9lZSd4DHkHj7CVflpeqBMnKq75MliY9ZpdkGoUs6oFlmUJEdRZ2+wN79/icelgnIsnM1+Wpe1ojR7pCphSZ95E4jdNoxpI8ZhPtDd8UKtk37id/iCw98h5T9bZulk8m3w6mFTktIWS7hZf2eBCSv4tFrDNl3rLpEKp2TolX9A2r66TiVX9fYTf1wyfxiC29PoZdMIKCkJ7RFopTNVwW7aO/k651dyaroFfgd2WTLo33tUZ/qZU9h5kn2GBpkogkY4cPw6MvvYZbLr8wsC7Qd4iSD+fcNha52e8YM3QQflizHqMG9be0F/sfBw8bjG9/Wo2jhJdIq/4M01w4dMxIPPj8/3D9eWdGz0NIo6hnD1x3/gLrKY1i5CabflQ0G6ty7C9kZWbg5NnHwsmUydysTJTv2YOmlhakJCVZ2ra2teHdz7/Gny67QD6lIoq0HwBgE31LJUqDCE0BIDqbA/upRxAEQRAEQQSoqa2F3+9HbV1dzGnUNjTgtQ8+Vrbv3SPfkaO/ISXFWF+6zdaOcx6IADBx9Ah8vfJn21F+MWJAU3MLnn/nA2V7ACgu7BXFUm6vgtN9nEx3AIBvV6x0ZN/WFhlGtjNIcBiffumPq/Dy+x+jps5eMVLcqydOnjENPXKzYy1e3ImlbhCECvTCTxAEQRAEcYBTU1uL627+I44/bQGuv/lP+HHVakf7L3r9bZTuKAMA/OqYaZg6cYKlfcWeajz28usAgLWbS/HcW+/b5nHnw08BAPbU1mH1L5ux7CfrMr7z+Tf4bvU6ALqE+9m3P8C2neVR7esaG/HXxxcG/p9/7HRMsZGV3/rvRx2FgnvzoyX45OtlyvZV1dW4/b5/KdsDwOdLv3VUppFDhjhK/4LfXIeaWvUPQrvKK/Dos4sc5fF//37Ekf1zb76Hwh55GD1kIHrl59rab9pehiElfRzlcdfDTzqy/7/7H4BPUXnR2NiEfz7ymKP0CUKVbi3pF8nr0cPeCEBdlTOnLTKcekTlEu1liJfQMPl+vMthh5X0PtymM1CZUiDKY+Vy2M7x3K/mrV/MV/Z1VrVMHdlXR1WyTew9XInJgd/c7wtI/cMR26aWNn10xvTW3y60DS5u1gmhTprXXaymsqpgUY9DPKeb9d6U1wq7yWTbneXF35Rjm5L9kLJJPL1LI06I94Sxj2ZnZx6whad3X4gsXe1Y5W1X9H2tplSIx++XtN1WHvlDZPYST/zxRDb1Q+a5X6ybGsxpC5He933MjAgQmYdkpliUMlE7aaIFRlA92F5bhukzZ+PYucfj9NNPD0Rpqdm9M2DfWq3Py2chUyD1326PBzX1DSgxJOg3//oyuaTd+JuTnYXSnbsATcM1556J/779vnz6gLAuKTEB5VXVyMvKRJvXC2+0uS1GvZ8yYRzuenwhxo8YiuH9S3DYmJFI8Lgi+h1m/ys9KQmtbW2o2FON/Bx95PfmS86NlNkLv4+begSeee1tXHTKr4LbXZH9KnOfudOOwtW3/gUTxoxEenq6vPwCudnZSE9NxQ8/r8K40aNt7QFg2uRJEeus+ljJydbyd5HmlhbcduP1yMrMACDv44ZTXVMDl9tZP7JeMRKDSWt7G9rbvbj9qkstp4aY17q5qVkaEtGqT1rf2KT/kPThZdTU1gWm7VlNb+V+HzZt2YK7//Vg1LQIoiPQCD9BEARBEMQBztSpU3HOOefgzDPPjCkka0Z6aNz0bOOFMBoulws+42VxQJ/eOPeEObZ5HDp6BJb+tAqapuGm889Crk0eqclJSElOQkV1DQDglovPQXpqiuU+58ybjadeeyfwf2Z6mqX9wSOGYWPpNuVQgZqm4dfnLsD9Ty60Nza47JwFeGTh8/A6lOp3BslJSejXt9jRPrV19cjKsL5WHcXtcsPr92H4gH5K9m3t7UhIUJ8y0NrW5niKgZMwADt378Y1l17kLH2CUOSAe+HPyM1FRq691Ef/FsvANE2yuCIWy5RcWmCRbjfTcQUXE7+3DX5vG7jfF7F0BNWym8jy5T5fYHEK9/kDS3fA5/cHFmuYZFHF2b5imdTKRnRlzLZJbJ9cGjMWLbAkuPQluE3Yzlhg8bg0eFwaNI0FFnOduIj7BBYjvUA5QraxDo/eO62zPs4Dizw9ri+CnblOhp/zwGJlp07k/Sp7dsSK3+8PLAcCfj+H3y+/5sHrG1mHQttDs074A4uZLuGMrIJegUWG2W/JysxGfVMLNHdCsC+jBRezz6F5EgILNKbbejzo06cIzOPR1R7iInDwiOH4fs16MJcLkw8eg0H9iq37Mn4f5h99JF56/2PA70OfHrm2HwlKevdCTX0Daurq1U6Q348LTjoejxvTEwBY9438PgzuW4T0lGQsX/mTbivrY5nrfD4kut04Y95cPPnfF+BrD+0TwlwEOtRPNK9ZHHn6xZfx1bfLO1YemzK5NIb2tvaoxx1+Tdra25Hgctn3Yf1+wO/HnuoaZGekRdgH+sJh13BPTQ2yM9Kl1ye4b7AfPHTQQFx72cXWZSGIGDngXvgJgiAIgiCI+JKZkY7aesWXZAOPy+3IwVxKchKaW1oD/7sUPNgP7NMbW8p2wetgcOLsebPw7JvvKdsPLilGdV0dKvaoh3i79Iz5ePKlV5Xn2k88aCwWf/YFHnxaXRnQVSgq7ImDRo/q1DzcbpfyfHlAd2zoZMS+urYOOTYfi0Q++WopevcqULbv07vQNkoFQcTKAffCX11RgeoKtRidBEEQewuzbaL2iSCIrkR12fbAYkVGWhpq6+29o4sUFuSjTDFuukledpajF2sAmHbIOHy87Htl+yElxdi+uxyNzZFhVaNx8akn4uEXXlG2T/B4cP78X+E/i15Usne73Zh/3Gws/uwL5Ty6CkdMPBTHzTi6U/Nwa64Qfzd2tLV74XGruzLbU1ePbAfTEl57fzFWr9+obE8Qncl+47TPKaEOl6y+e0R3xhYub49c549cJ3HQF1gnc+ghcajnVAYvjXnvUOolyuVkDk1ksWyldgoO+ro66o784p9nV8XKudiBTixSbh83neZFOpnTjHtMGodeUWofImF3meuCdUwLc4Ind7Jmk665ToyXHofRC9VY7rIyOXXq5pK0U6asXmVkMTp2TgOdoZnO8CTNujj9wt/JDvrsCDrXsz7+8HMb+ryWXBOzvtpNgzLuK/gPuLGOuOFvjx6OLTMrE/WNjbpE369fJ9nzX6S4Tx9sr6xGSd++gXVMC+sTuUL7GoeOHYWlP67G3CmTQ9IKySssn6MnHYLf3/8wZkwKjRxg1Z85Y/YM/Pftxbjw5OMjyi2L216Unwe3pqF0+w70NULzSV3xCnkdNHI43vvsSyz9YSUOGTsajDHLftL8ubPRMz8fzS0tSLaJM7+3kfY1jf7qEYceIh+9jrEvKpPhy0b4reT6be3tSE5KjLALd7ho5lldW4f83JyQbYD8LYFrPvQv7oMLTz8l2D+W2AWPp2v38YjuDz31CIIgCIIgiA6RkZam7LjOpLh3IbaW7bQ3FDh4xFB8v2ato33cLheKe/bAL9vLlPcZM3QQ1m4udRTe7qL5J+DRl163NxSYddThOO3X12Fj6VYl+yMOndDlXvbtiEWq7nQXt8vlaHpIa3u7I0n/nto6W0eUIhefcQr6FMr9XhDE3ma/GeGvrdDjqvrbgw2z+ZVOc0eG3SAIgtgXhIcG7erqDYIgDgxMyX5ghNOhQ15N0xw7lizu1RPvfPypo31Sk5PR2NziaB8AOGXGFDzx+ru46YKzlPc56ZgpePmDT3Dm3GOV7HOzMlGQl4PVGzdh+MD+SvuMHT4U11xwDj79ehkGlfS13+EAoHJPNbaV7cK6XzZjcIlaRAB9hF+9/rV7nUn6q+uczeEvLFALF04Qe4P95oVfFeV4zZbo+7qEDwnckKD5WtXnewVSk0kUDdmcTD7XETm8bIqACjL5mmxdLFhJmeIt/Y/ny5X6tJD45NHVIBm/Gn5v8B62+vjY0h45MhGQ9ksk0AkOYxqHpCupVz5B5mxe2zavfo9rkmvtxDmSClZyf9GzumYVy10UrWmR6VpNx5HFi7ciZKpC4Je4H5es61zMKSAA4EN8r8/exDy3msW5k03VCJ1SElknXIG603Xb1X2F1bO2vaHOemdj36Xf/4CPvvgKm7btQP8+vSPMZB8QsrKyUFvfoHvsN+3MvoXE3pT75+Vko7KuAfk52YGyiwM+AYR+So+cbDQ0NaOxsRGpZtx5mz7GxDEj8cJ7H+HUWUfDHWUaT3h/6rwTZuPWB5/A3264KmTqkVTebyy/PvsMlO4oA/f5QqZGRkUypTQkXcW+k1JeEsR+W7QIVB0hMyMdP6xajTZvaB/Yqu/q0lzw+tRH+NvaHTrtq6tHVka6kq1VOaVPiW48zZXoHpCknyAIgiAIgugQo4cNg0tzoaRPkfI+sXolP3TMKCz7aZXj/Y4/ajLe/PQrZXvGGI6bcjje/ORz5X1Sk5ORn5ON2x58zFHZ+vYudGS/P+Nxu3H68XMwYtBAB/u44HUwwt/W3o4Ej9q4Z8WeaqzbXIotDqaEEERXgl74CYIgCIIgiA6RnJyEW2+4BtpecGh78IihWP7TGsf7TRgxBMtWrQV3oFCbdujBWPLtD46mK4wfOQyvffSp4ykORJCrzz/bUV1yuVzwOpjD7yQsX2Z6Glas3QC3gykABNGV2K9rbkDm5I70Ei1KOqXy1rCHgSgLNWWBomTHlJKJMidvc4OxLShJ4l7TLtJLv0hA3iaR+VhKhWT2QpnM3/GWYEkjDLg6Lv1X9+q/b2OXWkuFO+eBb+f9vCOS+/D0VNOizk0koXXXkMoL96R5zuQy+8jzLqtj5jq7aSYJpod/QdJs5iHuG/CmbtSD0PJGTosKTJVSjBIgvU8kdSyuXv0R9OIecq61yEgIgX2NY/XYND/y+181YoL980dWpu6IVf0Qz53VdQ/UTVfkVA1NkCcHz5N4fmmMIxz5lMLI/kzA3ug7hEi6jTSYS8OsGUfrnuZ9rhD7aHm2trVh7eZSvLHkS5w4d5aef2tLSDlEqb7ZJ0hLSkJTcxPg9zuaosgYw8HDBuP7NRtw8PDByvscM+kQPPTCq7hs/jwwxmyl8FMnjMPd112B7bvLUdyrZ8g2qQRf3K5UKsHeIsJTZ9EZMv5w0lJTHNl7PAnwcQ6muYJ9x7AIDyJt7e1IMF7gZddTPIcJHg/OP/E49Cvsqdc5Sf4hrZbqVAkzSpeaNUHEDD39CIIgCIIgiAicjIQDziX6CR4Piot6w+uNHu5PpM0YQPH5fKisqcWrHy6xtOecRxzDvCmT8dqSL+CN4odE9uE6NysDf39qESqqa6R5yJg+cQL69CxQSt8Op/tU19Y5vnZOaG5x7jSxs1m/pRQr1mxQsvX6fGhqbnFUX688Y36sRVOmM68ZcWBDL/wEQRAEQRBEgOrqGkybezy+WrpMeZ87/n6/oxB2La2t+PNf78El556NQf3VPNq/tvgT3PfUInAAvXv0wLrNpZb2n363Eu98uTRkncfjxtot2/DUG+9H2Dc2t+C2h5+KWD9p7CjccP6Z+GXbjohttz30BBqa5A6bZS+U73z6JRZ/tVRiLaequgZ3/us/yvYtra04+ZIrsWzFj8r7lO0uV7blnGPKvJPxk4PQiGs3bMR/X3UWrtDJMQPAR98sx3bF43BpGl58/2P87alFyumnJCfh/x55ylGZ7vzXQ44c3D668L+O0icIVfY7Sb/o6ZUFZK7BL2amVFL1BpRNATClQqKMyvzt90Y+7GTS/xBvspL0vA2+kONxJacFj8tYJ8qNnHrd7wjqMvsDj70h349le7zzC4ek/NFhEpm3XyKfbxfapHDZtswjv0u4/wLe2QUZoenNXmy7PEY67d7I9kK2zs8jpyAE2lCbOmIty+6cCBeh959mpC9Kv2VlNvYRy+E3yxZ7/vGY3tNd7quA93vpFJS9N93KL9RJc4pGyPN/Lz4nuwsyKTP3+5CdnYWhgwchJyszypS9YP1mmgucc1TV1CI5xeirKPQuk5NT4PX7UVJcjIz09MCUjMDUQ0k/7ZTZM/Dtj6twzV3/wKXzf4Uf1q6H34iO5JdESTpy7Ehcf9/DmDJuNFLTdQ/riYkunDDtCKzZFPxYYB5jSqIHvfJy8MPa9Rg3NFTyf8lJx2NPXX1EHqfNPgb/eeEVXH/emdYHbNzPs4+ajGvvuheHjBqBrKzMqOamBD03OwtpqSlYuWYtxgwbap0HgKTERCy8/2/44tvlOHTcGFt7QB5CLlofr2z3bpw0dzZGDh2ilDYALF/5I0YMiT6FQjbNIfARRfG+LcjJxqjBak7+GGMYXFKM8aOGK0cq8Pp8aG5pVbI1j6e2vh4ai95HD+Tt96G93evoIwpBOKFbj/DXVVUGFoIgCIIgCMIa1b7Tjb+5Cj0VY4lv2boN/WOIIX/qCfPwwmuvw+UgPNyE0SNw+5UX45k330VacrKlLWMMF54wG4+++nbI+jNnH4Nphxwk3efcebPx9OvvRnxwY4whVxKHfUhJMdq9XmzeoebBXdM0XHPuGfj7kwuV7AHg0gWn45HnXlAerOqZn4eTZ89UTt8JudnZuOHKy5Tl8LsrKvDqO+8hM0M9hn0seDxuHD/tSGX7iaNHYFg/9TpbWV2D/JwsZXun8vzX31+ME2Ye42gfglClW7/wizBNi1hkuBiLWBJcLiS4XNJtLk2LGKmRpc99fnCfH0xzRSyaxyMsCdA8CfA3NwaW1t3b0Lp7G9qrKwNLAM0FaC74vW2Bhbcbize4BMrh91ku8cQuL+7zSb/ahu8bO0xYouPz+wNLd8PHeZeNd+/3+wMLER3u9weWYF3kwhK9bro0pi9Mi1g8LldwcUcuSQkeffG4A4vZ1onrzCUlKSFi2dPUgj1NLahuDi7N7V40t9t7QjbrrmwJsVO4NzWNBRanhJxri/vJqp3w+3lgMdMK2TfGdMV9o52fzsAX5TjCMZ+DdusC28z6Kiyyfe2esbEinms/55YLYU9xURGyMjPl/Rp3QnDxJODhZ57DoQdHvkAzlytiMftBmicBI0eOxPIVP2Lp9z8EtrsSk/QlJVVfEpMDi7+1Bf7WFiTWV+JPp8xCXXkZ/njfg6jZvgX+9vbAYsL9Pgzt2xtNLS3YsnUbeHubPmLs92Ha+DGB3+KS4HZh5uRD8NrHn0X0UcwyhnP5aSfhwf++ErFe2g/z+9G3ZwH6FfbCkq+X6X2lkO2+kFFt7vchKcGNE2cejUWvvxU9XUXEa2FFtHSTEhMBPw/0e+1waS788NPPSEhQj3nf7vXC7VBixTmQkZYadXt4PUxMTEBetvoL/M6KKvTKy1O2L6/ag4K83MhySvrJtbW1+OTLrzF14iHK6ROEE/abF36CIAiCIAhi7/Pfl/+Hyqoqx/txzlFRWYklX37leF/GGOYfNRGnTZ2Em598Eau3bItqe+mJc/Dgy28opz1j0gR88cOPaGxWc06XmZ6GccMG45Nl3ynncc4Jc/DK4k9Q39ikZD/tsIlYuXotKvdUK+fRFcjMSMfFZ52Jol69lPepratHlkNFgFOHkZXVtcjLjj6lIpydFZXomR/5Ah+NDZtLMaikRMn293f93ZH/C4JwCr3wEwRBEARBEDEzZ+YMzJnhXI6ckJCAJ/79ADwdiG8+sLAAf7ngVLz15bd45t2PpZ75s9LTcNCQQfj42xVKaTLGcNGJc/HoK28ql+PUmdPx6oefBiIJ2KFpGq4++3Tc+9Rzynn85oJz8H8P/AfrftmsvM++xuPx4KqLzne0T01dHTIz0jupRDpNLS1ItZkSIrKrshK9JCP20diwpRSD+6tNGSivqsL1l1zg+KMFQajSrZ32ZeQGpTV1xpflkFjSRoMvSo41mXTQQk5qFV9ZcwflSVqaJ6Q8Tti1Wn8ANZUGw4mYcWhNp31McEYoxZRdCU5W4uFUzyoOLxFfrKS88ZbNS+8DRUjC74yQ6T9mDPEQR3LR9w044xMwZe2iIz/Z9UwQ5JoZueqdFJGcGt1BVXVT0FGRWU8TYvheHHDuJtR1mTzcyuGfFSH3kLSeaiF/dLvQsgFB52+B54lE+mr3XJFJ+Lvq9Bw7xOef06lR0usrOV+q11zVCWB3nMK1txD7KrUVulfzkFj3CjLtcO74w++hCS/tsv6HuU7zhEq7h004FH8aORrJDl6+ti/7LPC7fvVyJCa6cP2JM/DJitW48YHHMbikGBceNwNaYrAcJ08/Etfd9x9MHjMciQlG38pC1j60X1+8/OGn2LarHH162vsy0AAsmDMDT736Fi466fiI7WZeoky+f+9e6JWXiy++/R6TDwp1sGfWdLHVyEhLwU9r1+OdJZ9hyIB+IfZiuo77fw7tnfYDUxxcWwCoiWGEv7ND2u2sqELPfLV+fnVtHT5dthxHHzk5sE7m8Npcd8vVV2DIALVIFQQRC/TmRhAEQRAEQcRMXm5Oh/Z38rJvxdSxwzG6fzGefvcTfLNqXcg2l0vDOXNn4Kk3P1BO77JTTsCDL0TOzY/GhJHDUFq2CxV7apT3Of/E4/DCOx+gsVke2k8kPTUVC++/G7WSaAH7EzV1dcjq5BF+pzQ2NyMtRa2eJiZ4sOSbb9HYpDZdY5SDiAcEEQv0wk8QBEEQBEHsF5wx7TB88q87kJ2eFrFt3JCB2FW1Bzsr1fwN5GZmYFBxEZb+tFo5/ytOPwn/fv5/yvYulwu/XnAq7n1qEbaW7bK175Gbg5suv1g5/e7I82+8jRWr1uzrYoTAbBxEi6QkJ+OM42dj2MABnVgiglCnW0v6RUzJap3gNCYgmgmRbOmSHy7I/ZhFDGE58ZUN9Rw+FgBQlRp0HtK6ZzcAwNtQCyA0vqwp72d+QdJrJ/kPw6lkb1/J+GVe/qNFYOiqxCLjJdn8/oMon60sL4/Ybsqb/WL7o4Vef9E7vSnl90ikqPGMaQ8AIwfrnZU27/rApIWnzQAAIABJREFUuspGvS1qbg/em2Ydl8u3O39OotN7TGzrXa7I9j+8ufNxQb7vZ4ZN5PmXTVXorjL+jhJvKb8Vsme3Vb1Tf9bv/2Tm61L16rLtgXXhz3uZ7F1cZyUfF+X7pp1q3HMrig4Jhl8zS966O+i0z9tQhyHFvQPTI/V89eO6/MTZuP+F13D7JWcBiC7tN8u7YO5MXP/3BzB++FColLxXXi565GZjxdoNGDt0UGC92Z+R5VVc2BNLV/4Mzjn++OtLQjeKHvuNv4luV0T/KB7nVRWxDxmP/qFYdu73IT01FQNKip2l4aAt8fl80DRNbeqD2W4xFvitcq5vvOQC6XrZ1It4R9EiiHCU71LGmIsx9gNj7C3j/+mMse8ZYysYY18wxgYa6xMZYy8wxjYyxpYyxko6p+gEQRDUNhEE0XWh9qnrkZeVgQFFvfDNz2uV7BM8bvxq+pF4afHHynlc8Ku5ePL1t5U/3icmJOChP9+EHbvLO30uendg6mETMeuoI5Tt29rb4XLw4aG6vkGqAImG3++H02+Tne10kCCc4OSz3NUARH3NQwDO5JyPBbAIwM3G+gsAVHPOBwK4F8Bf41FQO+qqKlFXVWlv2AWprSgPOM4hCMIx3aJt6o7tU3ctN0F0Ibp0+9Rd+x9muWMt+5nHTsHziz9Du9erZD91wkFYvmqtcgi9xIQEzDniMNz/3Etobmm13wFAUc8C3HPjb+CVKBsPNOZOn4KkpERle31+fYqyfWV1DXKzs5Tt124uRXpqKn2MIbotSpJ+xlgRgDkA7gRwrbGaAzBdaGYCKDN+zwPwZ+P3ywAeYIwxvpfuElEWI5PImBIoOwl8uAwzVLwj853acURZlDvVOLWG3EeU9MdD+uPUm2u85Vt7g33tpdmplHdvyvhtI1dI7KzoiNf/jtCd2iZAkC8L58v82e6NvK9NKbkmtEDmuY63fN+KXlmRIxXVzcFObEOrHoZKVuddknmPoozbPA4rabc43UFT9dIuu6ySqCuy6Qhm26Exidyf8Yh1pqt/TZKujHjc6/IoAJJ1ivL1kHOi8MJhJ8W3qp92+1pd48DxCMnL0usKsv3u1j5FQ5SOm30HWR9ClDmbXv+ZJHJQPCIIiSRk5YXkCSDQd/I11gZWif0Yt8Zw6vTD8dw7H+KcucdYSrTNY73k5ONx9xMLcdFJx4V47Y92PAOLi/Cbu+/HxNEjMGnMSMu0zRqclpQEMBZyzkPSl/X/4nE+xXTjfH1UCJ+eoGlasI7ZHT+AhsZmpNu88Ivnsaq2Hvk5URxNStquVxd/gh9Wr5VOG7CqzyHXUVLHZJ77CaIzUO0x3gfgtwgEMAIAXAjgHcbYdgBnAbjLWN8bwDYA4Jx7AdQCiC0mFEEQhDXUNhEE0VXp1u1Te3s7ynbuVLbdtGVL5xYoBvx+f9RR2Ykjh2DDth3YUV4ZsY+M7Ix0LFm+Ap99v1LJvn9RIR7+42/x88ZNSvZWOP3uo/LRzsTqHEWjpVVNtbC3+Gblz9juYDpEZXUN8rIz7Q0Nhg3oh7PmzYm1eASxz7F94WeMzQVQzjn/LmzTNQBmc86LADwJ4B/mLpJkIu5AxtjFjLHljLHlFRUVDout01FJF0EQ3Zeu3DYB3VcqSxBEx+nK7ZNK34lzjt/c+DtceOVVSi9Rjy98DjNPOhU1tbW2tnuTpavX4+WPv4y6fcrBY3D8dX9CvRE+raGpGbc/8rTUNjczA0/cdhO27wo9b3c88jSqo4TJO+KgMTht5tEh69769Et8siy8WkRnd2UV7n1yobI9ANx8z33YuKVUybahsQlTTz4DdfUNSvZ19fU4aPpMLP3uB+Xy/Lh6DV58/U1lewC49b5/K9tu312Ob39ajYYm+9CGnHO8/P5H+PDrb/H2p9Hrhsiho0di5hGTcMeDjyuXCQBu++dDjj7wfPjFV47SJwhVVCT9kwEczxibDSAJQAZj7G0AQznnSw2bFwC8Z/zeDqAPgO2MMTd0ydqe8EQ5548AeAQAxo8f32HJmk/wxBrIw5SeCTIuc51ob3qRFWX+CW7Ts2zwGWxGAog3ptd5MX/No0tkNa8hURNkTCGyNYOA91dxnWL+VpKijsj3raYexEe+JB5h53oCj7en7a7khT/WsuwrGb9At2ibxIggpmd3sfab0myPO7i2rTX03jFl5IBwvcLkgZ3RPpllT00Mtk0Zyfq8yjahXTWPQfTc31n4JVJtVZm/SagcXgv5A8inIVilYV5Xu6kynXXfy85JRzAl8n6Lp4jdlBJV7/tW185Mwy4vqygR+5Bu0T75WiNfkMw+0y03Xo8HHn4U7y7+ELOOnmbY630n8RlesWc31m/8Ba888wQy09LAfb7Adl9rM3oMHt7RYkaWUehfuFNS9b9pwRFbbvSdDp8wHrc8+ASOqG9Br8zUiH0njxmO8cMG47uf1+Kog8cgNTEBOZkZWL1pC4b3L4nId2Cf3rjitBND1p03bxbue/YF3HrFhdKypqfqUnNT0j33qMn4zV/vw6GjRyAlKcn2WHvkZKGiag9qamuRaTiak8n8xcow5dAJOHbBBfjmjZfRI8/62ZCYmIBZ06YgQ9GJ3ZoNGzFy6BCMHjFMyR4APv9mGWZOm6Js7/V60dau94OjyfhFDhk1HCvWrguea4s+pinLb2ltRUnvXvpKmzamd0E+KvZUIyXZ/nqJNDQ1KfWVzDr505p1jtInCFVsayHn/Hec8yLOeQmA0wB8DH2uWSZjbLBhdgyCTmneAHCO8ftkAB/Hew4aOZIiCKIrtk0EQRBA12yfnKqOCvLzcfvNv8f0I629pefl5uCeW2/BiKFDO1rETuHaBfPxj4UvSZUKyYmJeOC3VyAnMyOw7rx5s/Hka+9ETS8tJTnk/6KCfPQtLMCXP/yoVB5N03DZKSfioedfUTwC4OxfzcWzr72lbD998kRctuA0vPXRJ7a2CR4PrrrgHFs7k6TERDz5z38gWeFjBQBs21GGtRs3om9Rb+U8tpXtQp9ePZXtDx4xFD1tPmyIzDxiEsAYBhYXKe+zbnMpBvfrq2y/s7wCPfPz7A3FfTqgKiQIK5Sc9oXDOfcyxi4C8D/GmB9ANYDzjc2PA3iWMbYR+tfp0+JSUkX85hdBcZ03ckRccwdHrGSOZMyRrb0T813/2si14OVIyMgKKZNXdHxjlJ1Ljium3C0djhjnYS876rNSHQSvjSQOdgwjaHszTrbTET4tEKO96ygCujJdqW2SKXFciZEdJDNeuDjCj7DpkaIzNtMZ2d5wShls/4L3SFaq3tltE5wMysoiKgA6G6sRbnEEWXUk2DzHHpf5v3D+jfRER4qmvRj73eqeDXEC6FCdoEo86kfg3AlJuRzG+naqvugIYlvexUb7AXSd9kkc1eeS+zTcMV9CgifCRsR8Tjl1BtwRxPRNdWRCRnbQQChLfkY25hw9FS9+ugxnzJkR4gQZABISXBg1sF/g/7SUZIwbOgiff/8jjjhotFJ5zp47E9f94984aNgQJEfxLh9QYrpcGDagBG99+iXWbi7F0PCXSOPeFVu1IX374ImXXkNDQwNSk0M/OMjOtcvlwnUXn4edFVUR/alwR3KMMcuX9/DrOmaEM8XG2o0b8eGnn6NqTxV65Km9AG8sLcWAvsVqGWgavJwjPTVVuUynz56BW/71MBIVPlqYyox1pVsx5ZCDozt4DLsOy39ahQmj5c4aCWJv4+gtjnO+hHM+1/j9Kud8FOd8DOd8Cud8k7G+hXM+n3M+kHN+iLmeIAiis6C2iSCIrgq1T/ueGYdPwtotW7Ftl5rCYf6Mqfjfh0uUP7a7XBounX8CHnzhVeUyXXHGSXjw+f8p53HmcTPx3Jvv2RsKFBb0sDfqZBITE/HbX1+u/LIPAL+UbsOAvn2U7TeUbsPAYnX7WKYkbtlehpLe6iqFH1atwTgH0x5q6xuQ4eCjBUE4YZ9PwiUIgiAIgiCIzuTas0/DP555XukF2+N2Y84Rk/CGolM3ABhmzPlf9ctmJfuUpCTMm3oknn/3QyX70UMGYf3m0i7nId+OYYMG4uz5JznaZ2tZGfoU9lK237BlK4aUKCoCAJRVVKIwP99RmXw+H9xudeVKY3Mz0mxCBYqs2fALhg8e6KhMBKFKTJL+fU1Grv6VUJyLFpAsSaTnzB+8Qb3NuhdSb1NjYJ0pszUdvwChDvQ6G5mzLdNHgelQkLWKjYwxbcEuNqkshqmEeDjtcyrfs5P+qaUXu9O+rizjj9e+MpmxU7qAY75ui+ncyryHgeB0FLH+m/JKlycoA42UY0deh5Z2b7yKGhWzrRUx2ybTeR8AtMtCQLXp7ZTqvSazi4csW5T7m/LykLwC5zp4jl0uw2mdOQVA0r74Q2T5+t9YYr9b3ad7I5a8eY59EI/HOCDz3OzlZiAe172LOvLbp2Tm66O9lZs3RmwTn7kB6bfRTolTJU05fGgfKSEiDSunvfHAPBaRmt3BEILmlCpx+kJOTg6On34UFi3+DGfNnWEYRu87HT1xPK6759+YNflQJCbY9wm534fLT5mHm+7/D/5+w1VwK0x/mT5xPH5370Mor6xEfo4+JcGq/3Pq7Bl44d3FOPekeSH5AmG9IIdTb0JQ7Duqkm/0cQN1QqFu+Lw+eNzqryjrt2zFrMMnWRsJ/Zm1m7diyIASqZlMsu/3+8FYcH+7Pmp9YyNSk5Ojy/8lrNqwEYdPOEjZniCcQL15giAIgiAIYr9n+sQJ+GXbDpTu3G1ryxjDgrkz8OxbHyinn5SYgFNmTMMzb7yrvM/VZ52C+559Ucl2wqjhWLFmPWqihAHcH4hloKOxuTngoV+FdZu3RPpOsGBr2S4UF6o7Efzoy6U4yIGvg4o9e/Dq+x/Ctxd93xAHFvTC7wAzOgBFCCAIoqtRV1WFuqqqfV0MgiCIEPZsLw0sXYFrzzoF9y98SenF8qBhg7FpexlqFGPUA8BhY0di687dyv4CeublYnBJH3z+3Qol+5zMDFx8yx3K5eluPPniK1j+0yq0tKo7pmYOVZ7bd5WjtwP/Bus2l2KIgw8E9z7xNDZt265sn56SinW/bEa2EC2CIOJJt5T0m4ge9GUSfNMTvy9RiJeclons/PyQ6QCm5MsybudeljaHT1sQpxuYiNEHuC9UgueEWL3020maAtEPJJImu32tphk4Jd7y/Xh4zN8bUl1ZXqry/lil/CSfDWJK+cW2ybId8XuRVaDPWaxqaAIQlPaLEv92wzu+6Lk/N23vOfox26a28mAbasr7xbpm3nd2Uw/MY5PFWo/71BtToW5zH5j5mmXThHodOEYteP41v1q8eMs892KbILYDsikFnV2WvdFOUFsUHXGakUmIpN94Zms+3c6dnIrsQj18Wfn61QDk0Y9EzGkAidnqodI6itl+AkBViz6lyiN47jenT2XnAiceOx0L3/0Y5xx3rL7NQtp/0UnH4dH/vYkbzj1duSxXnXES/u+xZ/G3664MxH0PL4fIgrnH4pq778eEkcOQlJgYkn94P+jCk47H+TffAb/XC8aYI9l4ZyDrJ8qiP8j3DY0IAQDZmemYOnECEt0u6bkKp66hQR/dd9D+cnBomqZ07pjmwrotpZg/c4a8TypZ169PEc495UTl8iQlJeKq8xagVw9nfgUIQhUa4ScIgiAIgiAOGI6acBC27tyNzdvLbG379e6Fdq8X23erx0jPzkjHkQePwRtLvlCyd7lcuPjkE/C3Jxdh2y7r6Qa98vPwwB9/iybjo8b+xpD+/XDh6fOV7ddv2YrBDhz2tba1O/IPUN/YiLLdFejVQz3KwB9+fSky09OU7QHgkjNPdWRPEE6gF36CIAiCIAjigOLac8/A/c+9pDRv+pKTj8cjL7/hKP25Rx6Gz75biZcXL1GyLyrIx4dfL8MHXy2ztR3QpwipycmOytNdGD5oAAry1JUh67dsxSAHL/wbS7c6CuG3ZXsZXv3gI6zbtEV5n8H9SpRtTRIkyhuCiBfdWtIv8yCtiqr0vbM9zaoiyohMibBd2TpSdlXv/BH7xSDBt4qwYJNb4FekV/P4yoHj4S2/q9MRj/wkn40kp0h9vl84pkS+0ZjDGCqVj6yLLYIX7b01A1C85klGRyXJE5TvtxmdaL9E5i+9X4V1HZHGWxFoE8TszaxC8g9tx/xCWxKcghC0CR5j7O2E1THLztfeRLzWTtvVjrQNnVUPDnQ60jaZ0wvbG6z7F+bzvL2hLua8OoIrSY++JE49cKfoI67txrqMrEycMnsGnn7rfZw/b1bAjod7qff7kJuRhp652fh54yYM61cCl2J/pVdeDh773xs4afoRgXWyfhL3+ZCZmoInb/s9nn7zvdBtNlGNTNn7/7N33nFyE+f//0jacr3f2XfuvWAw7hRjgwHTwQRCb0kgEBIIkB+pEEggCfmSQg0lHUIgEAi9FxtjjHvv9Y7z3fl6L7sr6ffH7mhnd2e1o73b8xk/79dLL5+1j0YjrTQ70nzm80RkSbCRwvfFVEkRsjL+vqS7pwc791dg0aknS2/z4N/+hYmjR0bI+e3OyZBBJZg7czomjhkVXpmic0gQqYJ+TQmCIAiCIIheY/ZjylsZAoGA7Qv7udOnorquHnu+PGCtizfif8YJs3DT/b/HjvKKiPXx4hVFwQ+uuRTfWHQ26pqarfV29Rk1tAx3fvOqmPVOBx2cxjv93nSJufXR5Tvdh0x8Y0srnn/zXWzcsUu6/DSvB/PnzJCOz8/NwQ9vuE66TgQxEKEH/iQht36CIAYiTXV11kIQBNFffLD4U3y4ZKltTEP5PjSU7+unGgEbNm/BHx5/AoFAfPPQ26+9Ao/8+yUEdB2d3d2454m/CeOGDy7B1PFjsXHnnoj19z39T7R3dsUt/5KFp6AoL9f6/0vvf4K123bGjc/KiJTq19Q34NF//zduvIifPviwo4fTu377e+nY6oO1+PH9v0GXAw+Bjz9bhvc+WSIdbxgG7nno8YRxgwoLMHH0SMyZOgW/efof6PEldva/cOECnDBtKj5bsx4fLPsiYbyiKJg4ZhR0XccvHnlSqv6M+x55AoGA/MuRT1esclQ+QchyxD7w5w0qtRbNmw7NG9nAmroeVxLVn479ucUlyC0uger2cIs7tITXKaoWXDTVWlic9ZkaKV8SbcOW/iS6br1BN01rIYJoqmItIlRVjSvn1xRFaiH6lpLBg1EyeDA0RQ0uCb5DX0CHL6DD3Y9uzfnFxdbCyPJ6rMWjqfBoKlRVsRbrmlHVmIVHN4yEMnYW42SRRTfMqIUvJ/ozE7ppQDcNGIYZs8jv01k9Rfvg6zSQEX3/ia6J8Lbx7wMe0e8A/Tb0noKhI1AwdISw/zH3uNn4YHHkQ53e1WEtrnRnJma9gfXvZs+ZA0XTcPkNN0FNz4IrMweqN91aoKrIysrEFeeehf/7x/No6/Zh8tjR+HT95nDfJLS4PV489MNbUFpcGNGHuuLshfjbq2/b1od36j9v3vF44Z0PYBq6tfCw/idbBhcVorquHp3d3eF4wwgvbDuuvKmTJmD5ug0Jz5Op63jqmefQ0dUV+4LA0K1MATz/9/gTKP+y0tGc8zc/+AgLTjpROn7zzt0YYzPPXtE0KJoGl8eDX93xPaguF1pa2+D1eIRx/HLG3OMBAMvXbcS0oyYn7n+Gvv8d+7/EiKFD4sr5+X0wOjq74HLZZQDTIpb9B6rt60IQSXLEPvD3FS11tdZCEAQxkKCRfoIg+ov0tDRomoZGTr4ej8bKcmtJNWeefhoaGxvx8dL4jvnjRw7H258uw/vLVuDys0/HKx8uFuaBd7tcmD/j2Ih1E0YNR0t7B6rqGqTqk57mxZihZdi8e6/0MVxyxql46b2PpeMvPONUvPLuh1KxK9dvxPhRo2LSB8bjYG0dfnfv3dAkXzDvLa/AkMGDHb0g+HjZF1hwwhyp2KMnjENVrbyLPjvOhqZmFBfkJ4gOs3rTFsw8+ijp+GT4sqompeUTRy70wM+h93RbS6CrA4GuDhh+X8zCYsxDZKTE3gSqLo+1RL8ljMypGzvqz2PqRozZiqg8qUXwNjU6xvvGW8ifOx+FY8Yjf+58eF59LaIeh8L4BQhKyOItySA70tYXI5IiZEb1E43sE4eWjDQPMtI8yPSGFxFspNev69bSn6S5XUhzuyJG89k6j6ZZS8xIP3eNyY7wiuKdwiuB2LnTTRMFb72BGWedhjlTJ+PYMxYg943XY0aEDdOEYZrS96lo1D+RAsBpO8AUBv2BXduQSP3j9PvilS2yI/vRiFRfNMrfe1zpmdbCfusNvx8elwvfvv3/WXGKy2Mt/o4W+Dta+lVFqLo9OHbadHz07jvIyy+A6vZAS8+yFqZSKCzIx/N/+DUqag7C5fbgxku+hqdefl3YhxGNCH/nkgvx1H9fTxgHBPtXV557Jv799kdSCkdT1zG3qho3//VfGHnmRRh69Y3I+PAToTqA4XVpMHQdTz77gq1iFQCmTZmMb19xScI4APD19OAPv7gbw4cOsY1jNDQ24Ye/vB9nn7ZAKp5xoOYghpUOlo5ftmY95s6cHtP/FKGoGto6u5GVlSkujFN18KP523bvxaSxY4JlCPq60XR398DjiX3JYXd9tHd0yBwuQTiGHviJfsXz2uvI/unPoFVVQTFNaFVVyPrJT62HfoIgiENB8dtvYvx99yKtuhqKaSKtuhoj770bBW++cairRhCHDVdctAht7e2HuhoxuN1uzJ4x3TZmRFkp7vzW1QCAKePGoKu7G3s5Mz87igvyUFpUiI07d0vFZ2WkY8igYmzfl1jhkPnJUhQ/8hRKenqgmIC7th5FDz2JzI8/jbuNoig4dvIEvGejamDceOVl0qP1brcLg4rlM2QdqKnBjt17kZMlP52jvrEJBfm5iQM51m3dgamTxkvHr9ywCcdNPcbRPnRDt5XnR1NeVYURQ8oc7YMgUgU98PchzQer0XyQ5t/Ykfng76F0RRq9KF1dyHjwwUNUI4L46lNfW2sthJhRjz0MLcqESuvuxtCH/3iIakQQhx/jRo3CT77/PUfb9Je0X4Y0r9f6+7tXXIzHnv+vtPndNxadg3+89rZ0/DXnnYln33wvYVzBP5+HGjW9QO3pQf7fn7Mv/8LzcMZJcxOW73KlLkN3fUMj/vrQ7zC0rFR6m8VfrMLJx82WjjdNE7quO5oysHzdRsw5dop0fHVtHQY7eNEBAOWVVRg1TE4JQRCpJnV3+WFEbnFJ8A/2L4CmqkoAQZk/AChqWC7J5Gh6T9iVVXWLpbZ9XkdA6BfAZF2G396hVDbnfbRMTJj7VZAbNpEcTK0WvxBRq6oj6tQXJn7JSvGToa9NspzKlGWlrvEk/IB8vmxR3Q51nvCvKkUlJTHrqquC91C33x/zWeR1GLwX7b7zvoIZ93VXhe/vrND0A9H0Al0JXy9qqHNsZ3CXSILNrslkrkNWtrdGPHfSU1MddV6D+1D53PTsczV2/5pif/5Fx63a3M9OjAB7i929nqi9kG3DkpHpE4ee/LKhMeuY+/5pC8+Ev6MFACKmELLf9UBnWLbsyogjq+4j8gaFHzTZSwVXenifJuszqeH+nBkIrsvNzcOC42bjzc++wAUL5gc/iyOhB4Lp3k6eOR3vLVuBM+ceFzeOlZGdkYaivFzsrqjE2OGx55PhiuMNYK0P3ZN8y8DO9Q2XXRSzXwjiIuqns35i6DN+O9bXE/X/BOXPnT0TbrcrZDQoN9Vs9cbNuGDhrcLPRPvaXVGJ8aNH2sZH09rejtzs7LgGfAAiZPqrt2zDrKlHx50mINrXvsoqLJx3onR/trm1DTnZ/WdsSRxZ0Ag/0a8YpeK3vIaDt78EQRB9Tc8g8XxR32BqmwjiSOXcU07C4pVr0So5TeHc+SfgnWVfoEfwQlbEteefhWfeeNc2JlBc6Gg9T3+88LXD7XY2rlgRemnsdqA6+Gz1epwYZaRoR0NzMwpyHU4Z2LwV06ZMdrRNZXUNhjrwIfh42XJHKgWCcAI98KcAJu0neX8sHf/vdphpaRHrzPR0dN555yGqEUEcWZBzv5i93/s+9Ki2SU9LQ8Wttx2iGhHEkUVTVaW1DBQURcEtV12CR/71olS8qqq4+twz8WyCh3hGQW4OcjIzUF4d35298drLYUQZtgY8bjR940qpfRxO/Pnf/8Ge8groDoxnt+/dhwmjRkrHf7FuI46fPtVRvTo6u5CdKa9G2b2/HBu37cCXVfLPActWr0V1Lf02E6mBJP1xYHI19tDOS9AsWTwn0zEQlIClWtofD5FkSCR9spNeRTj7S0iQ7KRN8crwf+0itKsuZDz4INSqahhlpei88074Fl2A3gg7D4Xrcl/J+GWkr8nIXvtCvh/ef2LHdKJ/KA2pYWo5CTq7FnlJuxa6//yB8L2e5nC0xSmi8iMzCwTbyS5u8Iu1ErzMP+Z+Fij1k7nnLTm64HqtPescAMDoxx6G92ANegYPxpe33o6Gc86Dxu1LE7RU4fMeLpfdsyL3fFmZP5P2i2T8fLl9P6VIiVtuqqYbCbeVbKfIdX9gUDhilPU3k8+L+k58P4lNm+Rl9qmC7VfRwl4dWmhKAd8nYneWogbXjRk1EtnZ2di0Zz+OHjc6FBS+/8JTJYOt2axjjsLLHy5GY0srCnJzbOtkGjquPe8M/OnFV/HzG68TxrTPPwEwDBQ88x+46hvgK8zHX4aW4aRZ05Gl8/278L1p1YkvSNKYzyl20xyE8TYP8263Gz+/7WZomhaO4/uSUf1vfyAAl6ZJKxlM08SqjVtw5w3XxY2J7tsuW70WHV1dCAR0uD1yffzsrCzsKa/AoCL5ef/jRo3EycfPxotvviO9DUHIQg/8RL/jW3QBfIsuONTVIAiCiKD2rHNQe9Y51oO2J0UdZIIgDi9uuvwi/L8HHsJDP7ldytH+pksW4cmXXsVPr78mYWxRfh48bjcO1NZhSEk+0dQSAAAgAElEQVSxMKb9lLloPyVowNfd48Of7rwH+954Bzdf+jVnBzLAufbiCzG8dJB0/CP//De8kg/hALBs7Xp8vnYDWtvbkZmRLrfN6nXo6u525NBfUliA7157JbIyM6S3+fo5Z6IwP086niCcQMNyKWagydMIgiAAcu4nCGLgMpCc+4Gge//FZ56Kf0u46gPAiNLBcGsu7JFM63fd+Wfh76/JjeymeT247epL8GX1V6/tdprGbsuuPY6d8PPzchw57hfm5+GuW25ytA9FUXD95V93tA097BOphEb4E8AcXnlnfCZRMwKcI34g+A+TpwGpk6gxx36+TmKpXFfEZwBg6kEZWiJHfHZsTt3yeSmUrMzLbh+svMjpBvHfU/WHM39fy2ft6E/3ffH+6Z3gQKVkcNgMiM3J56XNvJSf0e0PNlRuByMVTmBu/QCsFwmeQHhfukDy79OZzJ6Li56iwF2GTN7OX9fsuPnr1c6xP3LqgxpRRnB3SlQcV67C9sW1A0bMH9Y2ontYVuafSMof81kft3+pctDvTZvUG9h1RZkBUk/B0BEAEOFlxPpOfIYjBp/NI1XO/aw/18hlM2KycdUbO9prRNXz5Dkz8eMHH8GO8i8xYcQwaz27mqL7PDdcfD7u/P1j+N7lF2PqhLHCOrG+zaDCfMA08friZTj/5BPjHgOLP3XOTJQUFERVmLv/BSoEOym9lFs/EHbal+0bOpT7O2X2MVNw5flnxw+IqmdOdjbuu/0WKFrkb5Foiio7J5eedw6ysxJfk9Hn0OvVHE93IIhUQb15giAIgiAIot9p7+hIHNTP+AOBuJ/NmToFi75zB7q6e6x18QzmFAD1zS34fP2miPWigQlFUeBxu/HX/70lLMsU+FRYfgKS8XY4HSwJ2JyjeOU7rZNM/LcuudCaYiETf/SE8VYKP9n6yDzsE8RAhx74+4mG8n3WQhAEMZCoqKhERQVNPSIIov8wTRN/fOJpPPDQo2htaxPG1O7citqdW/utTl3d3fjBfQ/EfYg/b8F8nH/qPKzaHK7TvY//Be2dsaqF3OwsPPPru2MUeM+/8yE27dobE3/ndZdj5uQJMQ/f+6tq8JdX3nR0HPc+8qR0bCAQwM/+7w/S8aZp4s5f/hrdPT2Jg0N8uHQZ3l+yVDreHwjgnoceTxjHp++777Gn0d3js4kOvlhhfLFuI9765FPpOgHAvX941FH8A48/ja7u7sSBIT5fvdZR+QQhC0n6JWEyeh5eqqaHbuhAVzhXa3dIvubJyU95nZi83+ByvzIpEZPx84jWqa7wdAAZmb0sIvf/RFMKUk1/yvKTIdWSU5Lqf7XgpfQMu7n5bV2cS3UCx/hkKSoJtk98NoE0T/Anp7Y1PKqnMfm+YLTFuk75DrC1qm/uYZFzv1V2aBXfQrF6RsjnQ9uKHfxFx2Uv85f5ThK1Yexzo48d7A+VHD9ZROdpoLf/XyWYjJ6H9zW692c/xY5du3D3r36DKZMmYFhZGU6dMxMA4E5R34lNNwAQ4xOQnZ6JS849C088+zxuvvwiAJF9FE3R8cAd30NlzUFr3VXnnYk/v/Qqbr/28ph9ZWdk4IaLzotYd+5Jx+F3/3wBU8Z8K2K9oij46fVXwzDNiNG4kWWDsSv0QlaUJUpEd48PRiAAzSOQ40f14T5ZvgLHT58aIz+3sjrxLz9UFa+//yFOmj0zmJVFUrL+1kef4MGf/ShmWkE8yfvSlasx+5ijpcoGgi8hWjs6kMaywkj0YTfu2ImF806M6dNGn1v2f8Mw4AsEHPVZW9rbkOb1SsfXNTZJxxKEE6jXfwgYaGY0BEEQAFBdVW0tBEEQ/cGEcePwx/vvRXtHJ75x6x14+e1YY7y6PTusJdXMnTUDXd09WL1JrCxQFAXDSsMeKhNGjUBreweq4uRQjx7hz8nKRHqaFwcbGmNiNU2FSzCoMnbYEOws/1L6GIaXDsKX1QcTBwJ4d/FSnDH/JKnYZ1/+H158/S2cd/qp0nXZvGMnxo8eFTEan4gPP1uOU0+cIx2/dfdeHDU2/hQHEfsqD2DkUHnDv6aWFuQnSLMYgxmpKkhEY3Ozs/IJQhIa4e8FojfXPOwttr+91VqXKjMaa7SfG/VnLxV8reE3hiLTPgZvOMhgcfwbTbs3zLKj/yKFQYQSQKIcfoRNNP/scBvF6etR/d6MxNnlK5fZjjj0sBF2EX7ugb62NahKKsnJSkk9eHNBhi8Qdq5uaO8EEDk67guZ37FrOEKkKTDyY155svnY+Ti2D9GIfax5X6S5YEy5EW1O/Hso0ag/G+1nI/12Rn18/RKP+svFWXVK0Wh+xLEKjPQOt7abcEZ+2VDh+t889Cju/Pkv8PGbr8PIzIU/1Hfx5Ms7qjuFH+1n1O3ZgR/98E7cdMutGD9uLHK49G3MGDnCDNkwcPPlF+HhZ1/Afbd8W2q/V5x9Op5/5yPcdpWck/u5807AC+99hB9ce4VU/LRJE7Bu2w6M4BzsRX22v/3nJfT09Eg/jL/+/keYO3umdIo6U9fx71dew503XR9eJxjV59cxCXx6WprUPqBq+PiLVTj/tFOkRvatfZqm9TJGpESN5mB9A0oKC+XqJEn0uWigEX4iRdAIP0EQBEEQBHHIKSgowMknzZV/2EsRbrcbP/rO9fjVY09KmbsVF+RjcFEhNu7cLVX+iNJBqGlojDD/s6OspAg19Y3SRnNHTxiLjTt2JYz75POVOGr8WKlR6B6fD1dftAi3Xf8N6VHrf770Cg5U1yA7U36w64PPluP0k06QjgeAiqoaRyn9GpqaUZjnLA1ebX0DSoocvnxy+M60saXF2QYEIQk98PcRrQ31MUsimg9WWwtBEEQqaKqri1lkqK2piZh/TxAE0de01NXGLInoL2n/8LJSzJ01Ay+8+Y5U/DcvPBd//99b0g/li045Ca8t/ky6PtMnjcearXLHnZWRgY6u7oTu+yfMOBY3XnmpVJlejwcXnHG6VCxj6crVmHXsMZaTvtQ2K1Zj7qwZ0vGNzc6l9hu2bcfUSRMcbVNb34BBRQ5H+B2KlfrKm4YgoqEH/hSiedOQXzYUroxMa9F7uqH3dFuysFRSMHQECoaOgDevyFoUTYWiqdA7O6zF8Pth+P3WZ/wiQlG1WFMTTRMan8STRkXsJxTHyuDLsT5TVWsRoaqqbS76gYamKjFL/+xXlZLpszjdMOIuPKJ1xMAlze1CaVkpSstKkZ+RjvyMdHT7/daS6utx6NAh1lKYlRGzeDQVHk217o10t2YtstewCN00Y2T/onUMwzBhGKYVo5smdEO0BK9/wzStJfqzZO4P3TRi5Pyy5YbrIbd/TVFiFqeI2rVEbV2y7R//nQg/D50n4vDDnZWDolFj4ckvgie/CL6memvpD4rHTEDxmAlIHzQMl155DXZWHMCemnqY3kyYhh5rbud2Q3G7kZGRgXkzp+GD5ath6rpt3nsAmHP0JKzcvE36BcGZJ87Bu8u+iPs5q5tp6Ghv78CazVvx33c/jI0L1c3UdXz7ikugKErEttHlibZNBIs7afZM3HzNlXHLi6a5pRWZ6WlwOWh/Fq9Yhfkho8doRP1KAFi/dTumTp5o20+NJjjCL/fAL3OsBNGfHD5PSARBEARBEATRj3znuqtxzS134JPPlyeMXXTqfLy1ZBl8/sR56hVFwUnTjsGnazdI1SMvOwsdnd3wBxKXnZWRjhOnT4XXYz+4lOqBkmsuvlBa/m+aJh7953M462Q5A0G2zeqNmzHrmCmOtqmpq8fgYnl5fkdnJ7bt3u1IqcBSO8q+0CGIVEIP/CmmtaFBKo6c+wmC6E9aGxqk2qfKygOorDyQMI4gCKKvkJH2H1i9zFpSyeDiYlzxtQvwxnsfJIxVVRVXnHsGnnvrfamyz5l3At5eGn/UPpq504/BZ2s3SsXeetWlGF4Wa5ranzhxqO/u6cGfn38JrW3tiYNDvPXJUmzcvlPaCwEAPlj6OdZs2oKGJnlHfK/Hg3eXLMX23Xukt3ln8ad4+5MlaGyWm5e/bfce1EhOuSMIp5BLf58Rv1FzpWchJ+Tsyebr8879mje15jQRjrihv/mXC101wWwC3Q3h+bpaRtCxW0sP/quoYTmo6kZondybTtk4XiYm6/bPMBy6Tx8q+lIqnco38zLyY5LwHx74ufuKXTMe7v7Ky0xHTmGhcL6+L5B6SeJQUVqk0AsGNp9xb719x4zJukXXZDLO/eFMAJFu/fw+dO5e1iSdmZLNfpG4XMljHODtY2/5qh/fVxHD74tZx6Y8enLykVtcgjruGaunIZhqzkku9GQpGjU29NdY/PaxOVi5ciXS8rOhqiq666qsuM5924P1DvXlZowqw8vvfoCmpkbkZXPZTwR19rhdGD64BDv3l2P88KjsBYL4U+fMxP1P/wOnzJ4e81nEOVFVFOTnoSA/L0aCH5F1KfQZ3+eyy8QUvR2/rYzUP6YcTvbe2dWNyy84B6fNPT7xhqG6tXV2YfyokcjNls8y4/V4MGJIGYoK8qW3cblcOPPkeTj5+PipAqMl/DOmHIWjxo9DYX6ebRyjtr4RW3fJv1AgCCfQCD9BEARBEARB2DB79mzpF+03XnQufvfMf/BlTWKlwmVnnYb/vPexVLlpXg80VUVHV2wa5cMdr8eDe75/s6NtSgoLcPctNznbpqgAP/rO9YkDo7jr1u86GmgpHVSC73/zGun4qZMm4JJzz3JcL4KQgR74+wlZ536CIIj+Rta5nyAIoj85XLMY5WRm4NO1G7Fs/eaEsYW5OTBNoLG1Tars04+fjZc/XIxAEiPqA5mszAxkpKc72mbBCXMcO/RPHDMaE0aPcrQNAJSWFDveZs60qdKxebk5uP6yix3vgyBkIEl/nyEnJVRdbuQUFgGDSlNcH3sKho4I/yf0d/2+cP5YX2sTAEB1B/X7vLRLJPOSlvfHcf53BpPPhs85e+uqc1KpVMlnndLXjud2b5gTOWvbnROS6H/1YVNfeBEtu2bcmob84sgOzeadYXlhlNg0pUTL/DdWhV9IMNm2xxW+htkxiOT7Scm8WdHsfuHuK01TYsrVFfY3dw+xe4xbZdcW8OVFx8keg8Edf6rv5/7KLBKN7BQNK547D4f6t4CQg8n8mVTcnZWDPNZnGhNMpbbv/VcOSd2KQ/tn9QCAPSF5v9HTZa0ryM7CX+7+AV7/lDP6s3Ftv+zMBXjk36/gtisvCk8DYPGC/tUvnvgbLlgwD3k52eICo6YlRX7G1UOi78ZL0EV9PTspv0i+LlyX5MsLJx4BvdnGDlk3fpk4J1MTCMIJ9OtHEARBEARBEEkQz4V93LAhuOni82PWG4KXcQoU/PfDJdh7QKxo4Pdx4rSjcepxM9HR3Xeyft3hA3dAIlMAj2EYjt3qB1o8QRzO0AN/L2Au17JO/IyWutoIB9rmg9XCpb9oqqsjSS9BfMVIpm2qr621FiefpYr+3h9BEKmH9YHuv/denLXoa1LbNFVVWouIhvJ9aCjf15fVtIVlVmqsLMe9T/0zblxWRqxE/Zk338euisjMJ+OGD8H93/0mDhyM7Ytt2bMPL77/ifV/RVHw2zu+C09IgSninseeljkMAEBXdzfu/v0j0vEA8KPfPOjIGX/JilV455NPpeMNw8Bdv3/UUZ3uf+wpdDl4CbJywya8/oGcdwLjrgf/6Cj+Fw89Bp/fLx3/2aq1jsonCFlI0p9CzMNMIu3JCTuJMkmd3hNsPEUyLuakGw+x9Ct4TkTSft4llm2r2EgweWmn6I25FXeYSDpTnQ+Xh+T7BKM7lC/a7Yq9X92h+7QwO7Nf6xTNoOwM6++DbZ0AgC5/eESKSe5lZeYiiTy/rfV56JaMkJHrgkwAoW01gZt/hKTWYPtyXr/Dlb6YPpRIxi86X8KMDdTuDShmzZyJbdu3ARDLnY3Qg5IqeLDV0sNtUubw8SmqoRw5hUVoc2UgixslN3xBeb/iCveTWJ/pjONm4Ll3PsIPrvp6RL9n0Slz0dASzuDEGDd8mGXqx85Tflbw+ONJ4f3+AExDj8gfIrqLFAD/eeMdLDptQYxjv8it3zR0LP5iJaZOmoj0NK9w3/y2jLc/XoJf3nFLzPp49d+0YxcmjBoefxqEYFpCW0cH0tMSZ71ix7N9zz7MOXZqxLpEMGWDrIy/q6sbbk2NiLebvnCQBt+IFEEP/IeQRCZ+jZXl0Lzht8O5xSWprhJBEAQAoLoqvspINOpeVELtE0EQ8syeNRN+bt67LDVb18f9jI3y8y8JIlITp4CTZs3E0pVrcNZUuRcPgwsLUNvUjICuwx2VgrhQYEDncbsQSFGKVH8ggHVbt+G6r18oHf/iG+/g0ft+Lr2Pg/UNyM3ORprXfpCI55PlK3HRGQuk49s6OpCVkZE4kGP3/gpcseg86Xh/IADNYcpop9Q1NKW0fOLIhR74e4X9qAMbnRaN9PMj1+zNop7ED19fEB6BCR+POyv4o8PeSCcybRF9xkbxTW5EjK2LjLPJ9Ro6d6KRft5ISzRuo1lGfuFP7UZ4+nr0X3a0sS9G9hOZ9fWWRCNsqd4/4Rx2rYuuL5EiptsXlh2ye4H929kdtvnLSJPvtPUWf6iTm8PtszVUF90I19cXamM0kzPXc3hNikzz2DpdiTXjUyMM8licSDkg2lfyqiO27aFSAci2a4fCGJRG8A8PrJFjACceH5tznfUZjEDwXvd3tMTEuLJyrb8DXe3Bden9Z3jG1I8AcNzxJ+AXD/4B5504K1ynYJWskX4g3E9RVA1zj52CzzdswfxZ0wCIR32tvpGhIy87E03NzcjPCyoxE/XJFEWJXR+6P/iW47UPl2DR6ZEP1tEj/Yzunh7c8csHcOWF50FTlRgFQDyDvhdffwtfP2dhTPlxMXRU1tRgWOng+DFRx7ZuyzZMP2qyfblRBAIB22kR0bS2tSEvO0tqdD9ZY8K6xkbp+hCEEwauvpkgCIIgCIIgBjBpXi98fr8jE7jTZ8/A+yvWSMdPmzAO63fsThwYwuN2o8fns41Zv30nlqxag5PnzJQqc+O2Hfh0xUpHTvKGYWB3eQXGjxopvU1dYxMKc3MTB3Ks2rgZM485Sjpe13XHbv3NLW3Iy3GWAtApnV2HZuCP+OpDI/yHEbzRXzx5v4xJV05hYZ/ViSAIAoBl/Bmd2o8n3D5FdoxzCotSVS2CII5weKO/ePJ+PoaNbKuu8OhvojZq4tix2LG/HBNHjZSqU5rXA4/bjdb2DuRkJfZImT5xLP7xxns4RfLhvKQwH3WNTRg6eFDcmJfe+RANTc3wBwLwaIkfB/Z9WYkX//QwJo8fK1UHAHjl3Q9x0uwZ0vEAsGTFapx8nNxxMmrqGjC4WP53ZH/lAYyISv+aiKaWFuTlxkmDKMAfCMDVJ6moCaL30AN/HyGWngffHhoQvEWMkI+GJKICEzyRaUp/EF0XI4HLqMiEL1yWvGSKEXvcsWZYukBSK0JWWtobmW1/5qTuD/m841zXlN7msEAk5WfXvcHdQ93MtJPda9z1zaT//D2S5k7NTwnbfzo/Hzc91iiqsbMnFM9dh6Hq8fcLu04TrguVY0n7+es7VKeIeCX2PLHPI9oads4ivoZQeXYGpQmk6kaofuJ27fC4N53W83A5LsIe9lvPT/1j65h5cEQ8M/51xe8vAYDeE/xb8yY2cestmjcNC06Zj3fffgtHHX1MxGf+1vgy7nNOnI23li7HZQtPEX7OS+sL83KFhn7xKCnIR22CB35VVfH4PT8OmrMKTPCiJehfO+M0uFyatKS9x+fDHfc9gKd+c6+wvAi4Mldv3ooLThefExH+QEBoOmvHc6++gVHD5Lwd2PE2tTTbjvBHn5eGpmYU5OZKSfkJItXQqyeCIAiCIAiCSJJxo0dj9/4KR9tMnzgOa7fLy/RdqgZ/yCU+EcUF+ahNYAD3oxuuQV6O/Ii1y+FDdUNTM04/6QScMW+u9DarNm5GW3uHo+kRjz/zPHTDcLTNus1bpWMZL7/zPjZu2yEd39DUjML8vMSBBNEP0Ah/EiRy1+8PWupqhWoCgiCOXGSm9PRfHVjni9omgiAipyUeKqo2rIpQTBohs+SMshG9KldRFKR5Peju7kGaTbq66G1Glg7CvgM1GDXExqAuxMRRw7FjfwWmjB2dMLakMB+fr9sI0zTjzlV36mrvFJfLhT/+/MeOjIk/W70OjS2tcLvkH0/2VR7AlPFjHc3JnzX1aFx63tnS8QDgdbsx1M5IMIr3ly6DLvmCBuifLADEkQs98PcC3n1f5CIvkp4bAudsLSS04OeLhWENWLgMkes/w8dJh3jJqd28WpEMVAv9IDI5HO/WKpIniSRestMQ4jnCRkVxdQu57/dCJnUoHKQB5478fSHfJ7n9kY0RkaUiVvpt2OSkt9oBRY2J52fxdPuDnZrMBGmXrMwBCTKcRO9L5aTyntAoUxo32hTtqh8PS2YvuCf4dWE5vqA8NTYeemzbweqpCV54GPy+IJD+29CfUnbZ8xqO71vRoPB7ElzDxOFFoj6EzFTGiEw/ob9FUwD87WEZvJ0UvbOq3PrblRWWbQ+aeHTcbaI5bsZ0rNy0FScfPwdGaBpSdA77aBYtOAkvvv8Jbr/q6+G4OH2iaRPHYtWWHZgyekSMS300S1etw9//9yauu+BsINSeWXXh7h3RnW21WAJpv6ifFu+8lhQWwNR1aSk/AGRmZOC3P/w+FEWR7lceO3kirrzgnPj7EGx76zeuiXDoF2U9iN7/vDmzcMb8ucLPojF1HZVVNRhUJO+Z9b/3PsT+ygPS8QThBOlfZ0VRNEVR1imK8mbo/4qiKL9SFGWnoijbFEW5lVv/iKIouxVF2agoyvRUVZ4gCILaJoIgBiLUNh1ZzJ01E0tXrna0zZCSIlTXN0IXvDSMZvzwYdhZ/qVUuWfPOwGTxox07ER/qLni/LMwvKzU0TZXLzrPUXo9AMjKdK5uuGDhqch0oIqYNnkiLj33TOn4Hp8fBXk0BYBIDU5G+L8PYBsA9urzOgDDAEw0TdNQFIXZxp8FYFxomQPgidC/xCGEOWizEROW3xpIneEWQfQT1DYd5rQ21EeMIvf1SDFBHCKobTqM2LVvP8aNGhmxbs9bL8CdF3Z/17zpAABPfqwjfH5eLppb5Y31GMcfMxlfbNqKE4+dYhunaWqEOsiOspIifO+Kix3X5VCTzDQDp94CyeJUbn/hGaciIz1dOv6YieMxcfQovPr+R06rRhAJkXrSUxRlKIBzAPwKwB2h1d8BcIVpmgYAmKbJJmddAOAZM+ie8YWiKHmKopSaplndt1U/9Ijm0POSevZQzT9c62bsW1x3qBHh5bDRru9MMhsB90aYlZHIfVqEP1TnCLm5EekcrfKOuK5guUYgkXO/nBxMuG2SWQl657RPDxkMkZs7w+m0hFRCbVMk/PWvW87t4Q4i3xYxmFyel/YzCX9GWqxEn7n0J8p0YeeIj0BYeuvURdsdmkvg4Tp5ntA6H+Rk3qI2MSLrR1TdRZJ25swPAOys8lMP2DZ8ndjZ5Nua6IwAsiTq+B8KF/tkZPYy9TwcHfmpbYrFcuTn5fuhfgwvxw+79Mf2MdhnrnT76UN2kmuTa3/8rY0AAF99FZ599r9wu1z43tfPhcflgpYZPxe8vzVsiKelB9PqKW4PBg8ahJrGZpTkZFjrwhsF9xvdDzrjhFl44O/PWw/81ueWBD98LCWFBahpbMHgooLY44rqax07cXzc+lvbsH4cL/NXQ31CVnd+WoJguoG0C72Euz+Q4Lvrh8xVMvuPWCc6fkNHhtcjzH4Qj6PGjYVGafyIFCF7ZT0E4IeITCY0BsCliqKsVhTlHUVRxoXWDwHAa44qQ+sIgiD6GmqbCIIYiFDblAI6u7ocxfsTpBTmueiUE/Cv9xZj+/5KR/sIcMZs84+fg0+Xr7CNj3aTz0hLg6qoqG9qSbjN9InjsXb7TkeO9DIEHHoiBQQvj+0wDMN2IEGE02NMdXyq99FfSgXiyCThA7+iKOcCqDVNc03UR14A3aZpzgTwZwB/Y5sIiom54hVF+XboR291XUhuPpBpbai3FoIgDj3UNhEEMRBJVdsUKvuwap/s+k5r1q3Ho089LfVQpOs67vvDw/hsxSrpfQcCAfzgnvukH7rGDi3DBw//EkePkXfsX7VhI575z3+t/2dmZOJP/3wWB2oOxt3mV399Dj1RLyLcbg23PvioMP6LTVvx9rLgS4T2ri786ulnhGarPPc89mfZQ0CPz4+fP/qUdDwA/PLhx9HRKf/y5fO16/HmJ5862sddf/yTo/jfPvlXtLZ3SMev3rgZ/3v3A+l40zRx1+8edlSnex5+wpHB9IfLljsqnyBkkZH0nwjgfEVRzgaQBiBHUZR/IfgG+uVQzP8A/D30dyWCc9QYQwFURRdqmubTAJ4GgJkzZx5+er04iN5gurm3dmlq8JS7oyRd+cXFESm1mDTSrwffHPu4t6nChj6kvIqYjx+qCj8dgMlG3QneJFryVqGDf+x7IlmpvizRsq1EGRHs6iYrlT3UstH+dOR3+qa9r7btY6htsoF9T7yMn0054u8JFfHv3c5uH4YPHxrRWe8WxLFpQfz119kdlK/mZXJzGJlLPydzDd/bsdc/k8jz8v1uf0jSz0kf2fF4uHfYPhsTLGGb4PCyFrn6822zLyT09/Dn12Ezmazcf6CTqK0VTUcJbztg2h87UtI2AYd3+xTtov/6W29j+Rcr8N1vXSeUSqshI7b2tjb89FcP4LKvXYATZs8GEOwjMAf9xsqgw36gM/yw197Whqf++SwWnbUQMA2YJix5td00w8LcHBg93TAB6Mzhn6ubkRm0Y3DnFOCLtevx6N+fwZ8f+aNV35Ejh6OtvR0uTxpUlyeirWNXbkFONhqaW1BWHPYBuOa8s3Dbg48CqhYjVx9cVITNe8oBVcOsoyZC07SE0u+AhAkg4/aRgN4AACAASURBVK0ly7Dw+NnhfldoffT/GfVNzVAVBRleT2I5f6iM95Z8hh/d+I2Yj+PJ5w/WN6AwL0f4GV8uAEsq39zahpyszLibRPcrd+8vx8SxY2yrz29XU1uHwvygqV48GX80fr8/PPdfdKxR0zZ27d2fsD4EkQwJR/hN0/yJaZpDTdMcCeAyAB+bpnkVgFcBLAiFzQewM/T36wCuCbnOHgeg5as2D40giEMPtU0EQQxEqG2S49RTTsYZp54S9/Menw/bdu7EHT//Bb5/47dw/MwZ0mVv2LIVj/7l7xg+tKwvqirk8zVr0ePzRZi55WRn4/6f/BAeGzPk4vw81DY2R6wbNrgEP7v+amH84KJCVNc1WNv+6JtX9EHtg5imiaVrN2DezGOlt3nutbdwhUQaPEZ3jw+BQMCRId/aLdsx7ahJ0vHJsGt/OcaOGC4dv33PPkwaO1o63uf3w+VyZopdaaMMIYje0Bt79gcAPKcoyu0A2gFcH1r/NoCzAewG0Akg9pXeYUhOYfhNLD8Sz7DyS3MjzE69zXIKw/k662uDXj4+G5MtfjSbKQZ0w0R+cXFEfGR9Q0ZS3NtfNgIYMeonUXmRaYowb2ovRv/FeViDdeNHxA2H+aJFaALDrYGM7Gj+EcgR1Tbx8NcEazt4I1HdMuOMvSdVm1Fkvv1rKK8AEKtSAiLVHyKDUk1VI9o5AGipC7Z1KqdgZvX0CJRIepShKE8618n26bE5uZMl0Qi7NSLN35Ohw48w9zNCbZegeY3MUqDE/UwWrQ/axL7Gri527dlhMqovwxHXNkW2HW0Rn82ZPh1lhfnBXO3cbz0zCX7sL3/HP1/4D95/+UWUDhoEQNyfKBgalODX7txqrdu0dRsef+B+jBnByfND7R5vQpyWFRxFThs0zFIMMKrWfQEA0HvC0nW2rSsrB9l5+Xjuz09aqdqYAeHZpy6A4e+BoqoRI8HM3K84Pxd1gvn60yeJTfbS09PREwhYfa5z5p0ICNrXZFi1eStmTZkUkb7P+i702IbKF9BRUVWNccOHhkesBeaCPJ98sRKnHDfbUb3Wbd2Om6+8RDq+q7sbaV57I0cGO772jg5kZaTZmvTxbN+zFwvnHh87uh9n+93lX2LsiGHCz+Jt29feDATBcPTAb5rmYgCLQ383I+hAGx1jAvhuH9SNIAhCCmqbCIIYiFDbFB+Px4ORw8UjrLv27MXuffvwl4f+gMElJcIYOy4652wUFuRLP8wlw43XXi0cHFEUxXbQpDg/Dxt27kl6v4qioK+eC1/5cAnu+c63pGK7e3x4/s33cP5pJzvax5KVa/DL2252tE1LWzvycrKl4/dUVGKMg9H6ZCg/UI3hZaXS8dt278XkcYmnDDAMw4h48UIQfQnlfyAIgiAIgiAGDCOHD8OTv38Qc2bOSOohqLAgPwW1iiTZFLUlBXmobWpOHJhiKqprUJyfh/Q0r1R8ZU0NfvnYUyjIjZ+uMJrW9g54PW54Qn4MMvj8frhtpkSI2L2/AuNGyj/wd3Z1Id0rd9wMwzQipm8kYuvuvZg0ZpR0/IGDtRgy2PnLLYKQoTeS/iMekcxQ1ngtUc53D2tUQgolkVEa/2Mjm0OeN/BjMAM/fh/W36JyBZJaZryVKDeqbX5TSSdTM7QPXpYcloMmL3OL/PHuPwlpX5j12ZHIZK8vJb9fNXOxw43Ie5gZnzm/lu3aky5fsA3RvFz7o6ihfYWvJZHkXwSboqP3hO0ANW8a+wtA2BSQr5tfYEqV6Ql3KrtCbZ2dVJ5H9JmtBF1QLn+uRa2ZxxX7nah9bHiaCpK5r53K9w9jgz7CIXw/IF6fwO12W/J9vl9h18cwAuFpPMzwzzS4fkqozVC4OTXurPjGcN6C4DQCX2tTTLk8dv0afgqClpEFACgsKEJTWwcUl70EnW1r6jq8bje6e3yWbD1RX0tTAL/PB7cndh+moaOusQl/f+V13HDxImsfMftn+wjVo7KmFjdcciGmjIuaxx7n+P2BAF54812cNX9uzP7t2Lp7LyY7mCvf3dOD95cuw3evuVx6m9c++Bhe2SkAug5/IGD9zgGIe8w8nV1djnwLdu2vwDh+CgpB9CE0wk8QBEEQBEEQ/YCmqY6z3ZQWF6K6PtY/Kh7ZWZlo6+iM+/nqLdvx2sdLbb1bohk1dAh+9O3rpOPb2jvwqz/9GQEHael0XcfrHy3BMRPGSW/j9Xjw8fKVaGppld5m1YbN6HSQVnD9lu0YPXyodHwyc/F3OVQpEIQT6IF/gBAvTy1BEMShpLWhQWhUShAEcShpqau1lq86pUVFllO/DLlZmWixyUlfXdeA+275NgYVFkiXOWJIqSNJe0dXF86aPxcnTpfPAKBpGp57/R3sqaiU3kZRFFxw+ik4ccY06W1GDx+Gm666TDr+yX//B+u3bpeOr66tx+CSosSBHBXVNRhWOtjRNgQhC0n6U4i9zF7u7Z8l9xbll1d4V3kjxp2fwbti63V1wX8Fbx9FElwWx+8rfFzhMpgs1zxEEkw2BULnz0kvXG2YvL8/cs6LznH0Z6mkL928B5Ij+JEIf/5FLvlOyRRIHg2TZfoIj9pY9x93v7B2oqPHh1IboyPm4s132gNdwY6qKz0ogeWnIrF98RlM2DoPJ9Vlf+uq3DUpunb7YoqKKHOCJ0EO7VRNs0n1/SmU5Sdow/pTyk+ZTQYGIkm/SKLO1kVI+kP3juZNjy2Xm+YjLC+0Lf+Zv701xp2fUTgiOP+6oTy8LtDVHreePEZP7HGxv1W3B4qqQXV77KcDcNsOGVyCvZUHImT+duRkZqK1PbKu/L7OnHscykqKxNmWQmXbufXHqydPmteL3/7w+5YHg6yB4vzZM3DegnmO9vXjm6535PVw9dfOR252ltxUUkPHkEEluOTshVJSfgBYtmYtJo0eGXHMdtMwmlvboOs6tAS/DQSRLHRlEQRBEARBEEQ/oSiKowGF0mLnI/yt7fEl/WUOR5+TobggH7nZ8k77jF/cepNjQ8T83PheDCJys7McxV91wdmYMn6sdPyTz/8Xm3bsko5ftXEz3vx4CWobGh3ViyBkoQd+giAIgiAIgugn8nKy0dTaJh1fUpCH2samxIEhcrKy0NIeq0Y4HCjth5cRThk/aqSj+DHDh+Lar50vHT+sdDAuOH0BBhUVJg4miCQgSX8v4CX7usC5XoyspNCMLE+UESCJlDBsG92BiUosscfQGym/rDt/eF9MKieY5sBnLgj9m4w8lEk/D4W0vzeI6ikr4yVH7MOfCJd4oUQ9fpsRce+EZOA+wb3JZOluTnqoh+JVJO84z9/PqptNJWDtICdLF8js01yx+7Wk/7Lti+DUyN87Ztwy+LZbN3v/jt3ox2k+diQ6N33hxC8qw2lWE5LxDzz433yx9D5xOyKSh5ucS78pkEbzknonaGlp1t96T9Dojc8IwMo1BZlDFM7V36qzqqKksAB1zS0oyIkdaRadE03TIn7f+XMk6kPlZGWgvLom8lwLzqtoSkVMefw9yqZv2rn6Q16+n2qk+5d2GaSSOJY7r78GhXmR6Qvtyhk6qBg3XXbRgDlvxFcPGuEnCIIgCIIg+hXTNB27mRuG4WibZNzSndDZ2ZXUAEpJYb6jEXunx7F++y68+vGnKTv+ZL43pwMn/RHv9Dhkv+uxI4Y7is/MSMfQwSW9HIwjiPjQA/8Ao6muDk0hYz2nkJs2QRCporamBrU1NUlty9omap8IgmCsXr8BL732hnR8VXU1Tj7zbCxe+lnMZ/X7dgu3+en9DyR8EGw+WI3mg9XS9eB5/n+v4pu33u7owfHuh59EUX4e6iTna6/YuAVvLlkGQJHez+LV65Dm8Ugb2d39yJNScYwnX3gZlQflsyOs27od/33vI+l40zTxsz8+7qhODzz5V7R3xvctiGbF+k1446PF0vHdPT7c9/ifHdXprj8+7ujaeNnBOSIIJ5Ckv49wKq8XSeANhBtmX0gaxuSLycj3RTDHflHHW17SzeqZvEt/IpmVnazJXo4nJ2NOdKzsvEdL+4HeyfvZtk4NaezKSkQil26S8n91MCRl/Joid/0Jp4iE7omIjAAGyzQRXudxBa+7NE7Sagdz6wf49in2/gNi2waPQNLP8ktrZuzUKxFCqbiNzJ8/flGmC5EsXvT9iCT6aqgu/SHfZ9jJ+KWnNvRCxi8rvbeLcyr3J/qX6N/1quoalA4qAZDApT8kzy8bUob8/Hy43S7o3d0x5fL9CiavD+i61X6I9uHOSmz2ljconGWkrj2U6z2UOKS9oxM/ve0WICoril32AU1T4fMHsGLjZlx46nyoqmrb5ykbVIJ123YhIz0N5dW1GDW0LNL9XeDcX5SXi2MnjBWWy0v7Wf0Mw4iJFcr2Q/9W1tSirLgoblw0S1auweXnnpUwjrGvsgrDHaaoa2vvQFZGRvyAqOPbsnMn5s+eGbM+3nexetMWTJs8MRgjOjdRUyZa2zvg9XodZQ9Yu0U+9R9BOIFG+AmCIAiCIIh+pfpgDcoGyz/UKYqCX91zNwry8qXi2zs6kOp3QN+84lKMHzPa0TZetxv7KquwcuMWqZf/g4sKUVVXjxUbN0uPkmemeXH23OMc1csJpmk6GriormtwZMa3YsMmzJkqTpfYV+z78gBGDxsiHb90zTrMnTlNOv7j5Stx6vGzpeO7e3zQJPwrCCIZaIQ/KexGIuR+XSIN50KjQ9wbQzayZn/z92b0R3Ik0LYM/lhFRn7JmfEJ92STvzSyDPvRanbeEykmUj3qzY+c9sVoPyOhkRaN5h/RiEZxNeueiP2MXU8dPWGDqnR37M+GdV0J2itp0zwBdsaD/Ki+X7APNtpr8D1+m3tNdG9EK32C+xedQ8E6gTpLFZ7jWMNXpyP7fX1fy4zo98dovlPIoO/w4kB1DcrKymJ+3+1+76dMnhyc+x8IWOuYkV70COsT/3gWa9ZvhN/vh5tTGtka1EnCFARZ6eER5UQ519m+0rxezJs5Ddv37hOXHdUX8rjd0A0dV59/NtK9Xqn6jR0+FHsrq3DspAlS8TBNq37M/FBxxaopTUOHrutBFRK7twXtKn9e65uaUZCTLX2uFU3D5p17cPGZp8nV3dDR0taGnMwMW/O9aHTDgKrE73tG17epqQUF2VlxjyN6/edrN+D+275jrU9kRrl8/UYcP+0YPPf627KHQBDS0Ag/QRAEQRAE0W9U1dRgybLPsX2XfK5yhqxEumzwIFz19YsiHvYHAl6PG4qq4PvXXC69jQIF559yEqYfNVEqfsLI4dhR/mWyVbSlouYghpUOko7/bM16zJslPzJumiYCgQDcLvkxyZ37yjFh9Ajp+O6eHqR55LM1HKxvQHFhgXR8Z1c3PG6Xo2P4dOVazJs1XTqeIJxAD/wEQRAEQRBEv1FSVISDdXUYMXRYyvYx/egpuPyiRSkrP1nSvB709PhQlJ8nvY0JE16PB0NKiqXix48Yhl3llclW0ZanXnwVrW3t0vGrN2/FzCmTpeMrqmowvMzZ/P0d+8oxftRI6fjte/Zjwhj5+KWr1+OkmcdKxy9ZtRbzZ82QjjdNE+2dncjJypTehiCcQJL+pIg1rXO+bRgmeZWXefeFbFHuDblIbuqU3hj0iVBE8rFQPQ0/lxs3JJ+SnQ4gQiTpZd9Nb8z7RDgtT9ZIiycZA8NoRMZjxMBDZCTHEEnLecLGdLHXhluQ31p8XbH9Jn+fiGXjrE2Sa8MijlVQFbYP/hiijzuRoZ+duSp/vjw2ks5UTbdJ1E7InkerPFlzvT6Q8jttaxJd18TAQNE0uDUNP7njdhQW5FvrZBDlumeo3rSI/0+eNCHi998uD70sluxddjtB/8Pr8aDH5xMEx9mnoSM7IwMtra3Izc6KG8cfX1ZmJrp8PqFBH193q89kGJaUP2b/XB9O0TS0tLVj9pTJYWNCFifYds2WbWhqbXPkVB89fz9RH67H58Pu/RUJpwDwx71px05MnThOeprB2q3bccFp86VigaCq4effvV46fuvuvZg0ZpR0PEE4hUb4CYIgCIIgiH7lmssuOdRVOCSkeTzo7pF/4AeAIYOKUVVb72gb0zQd55mX4cRpx+D8BSdJxa7auBW1DY3S0va6xiY8+uwLjupz4GAtXnz7fWzZtUd6m1375RUBuq5DNwzpY+jx+WGaQUWGLB8vX4XTTpA3+CMIp9AI/xEG5cEmCGIg0trAd2ZppJYgvupompa0aV5/0lTVt9J4pyP8ADCkpBgHauswyYEMvSgvF/VNzSgukMtqIMvlZ58u7SaflubFr2//rrQ5cUZ6Gjq7ujFu5HDp+pSVlGDE0DJMP2qSVPz2vftRXlWDto4OFOZkJ4zfvGsvjh4/Rro+n61Zj7kz5OX/AFBRXYPhZaWJAwkiSeiBPyl6/8Y0kXzTHwj+CHq8wTeEBie1UgXOqc4RHUN8B+/EBLcVye0j9mojhxNJ9RSBfFjv6Y5ZlyjXbDjOENQz/nH3h6t9X08NYIjqTnL8Iw9ZyTYv/WbXDnO/568lFpefmW6ta+0K3ZOCey6ZqSdsf6J7g92bvDO/6H612i5unSHKTiKU60e2O6JyRd1dviwmL+dl/B6N1bNvZfYi7PZhl5GhN+XLyvh70w5ZUzBSnW+NGDDwfQP2W89P32Pr+Dh3Vg6AsIM/T2+m+Vky9l6U4fV60M0e+K12StCH4ST4ZSVFWLFxi6MXJBNGDsf2PftRlBs8F8L+VxJTGuL28vj7P3RcFy1cgOzMjDgbxJLu9eJHN37DdupCNGleD355280RZo52Uy5aW9uwZdceZCQagTcMGIaBT1etwQUL5kUeXxz8gQAWr1iNn9xwbTBeog9d29DoyM+BIJKBJP0EQRAEQRAE0Q8kPcJ/sM7RNhNGDseO/RUJ41hdevx+R+XL4ORhHwh6JH1dNh0fx6yjj5KOHVRYgFuuuhTpaYlTHG7bux/Pv/We9BSMd5cux9I169DV0yNdn58//ATKBsmZMRJEstAD/xFAa0ODtRAEQRAEQRD2tDbUR0016hv2V1Zh9eZtjrbJzsxAR1esWsGOkUNKUV5dkzBuV8UBvPThElRU1zoqP1XIpl1MlsHFhbj07NOlYjVNRUlhAcYMGyIV3+Pz4dTjZqEwL1e6Ppt27ML4kfIpBQkiGUjSnxTJN0ZM8sjLHJlslZ/j5NYUKz6/uDjiRycsKUv+fY1IjimWecaXMMnK/RNJ3xy75NrEJyezY+di4EhEnctr5aYF2LlYO5XZ6mbqpzsQqSHyu44/9cPuOmzq6MLkcaODf+/aG4znrgnVcHo/heNlri1NCbc/Kusgcm2SprIyOPd9WQOr6N3z5dp0Rvn7K+zczx+X3JQCmfs/otzeSORtthVnSZB06e+FlF/me+Jj2DnkyyfH/sMDGXd+/jffku8Lp/GF79NAVzsGTz4WNVvXS5VnBz+NULa/YmUJEhxfS0cHahoaoXAeBrJ9F1YeL+2PVydNCRrOWZ9bUx8i4yeNGIqp40dj7LCy4IpeTFewsOuTCPqOslkaRMh+J+y4PW53eGWCvlO614tf33aztGfBiCGlOPfkubb7j+bqC87B7CmTDgs/C+LwhR74CYIgCIIgiH6FOcg7GdENBAJwSbqlJ7sPJ/j8fmiqKv1ACABnzz/RkZGeaZpobm1DVV09Nu3ag6PHJTaQ03UDmqZCVRTr73ioqoq7r7/G0Tlyel5FA1uJ0HXd0XkNBHS4XPLxesiPwO4YRkQZ6QV0HS6bOs2aMtlRPAB86+ILrL/9gYBtLEEkC0n6k8K0WWLRDSO8mKajXMS6aaK+thY+3bAWRdVCb4OVOEskOYWF1iJCU9WY0XpWX9u6cccVJlwPRVWlVAjseFS3W7B4oLo9UDTNWtg60cLH2WEahrUMFHTDtJa+wDDMmMWv6zEL+0xYJ9OIuxBfDUTXid137HFp8Lg0lOZlo6muDk11dUj3uJDuEXfCo8uOh6g9UVVVqoOoqQo0VYGqhBeNLWp48Wha3EXjtlHVyMWtqdYS/Rn/uRax32C7yt/Xovub/SbYLeLzlXx7kWjb6P2K4iN+16J+3yIVbIm/e36fYlWB6LfGHtF1LVsXon/YvHUbnnnhP3E/Nw09YmlsbMD9//f7mJFQqw/h8liLJycfjZXlePDxp9Dc1gnV5YGp68GFK9Pw+6wlmpzCIuQUFkXER/P6u+/jwm/cgECcBzVWN34E/x+vvInzTzsluJ71V1Q17rJ22y58vHIt9n5ZhYbmFtt9sOWeJ/5mPZS/vvizYKCqAaoGxe2JWV5d8jk6evwRo/vxjhkAXv7gE2zYsSthHCM4F/79uJ9b3w0zFjRN3PXQn2zLjOa+x5+OmWsfXS6A4Ki+YeCj5Svx0RerIo7Bbuns7MT9T/xVKpZx1x//FNy3TdvFvxD4xytvODpmgpCFHvgJgiAIgiCIfqWtvR3ZWfJu7G+99wHOPPUUR/vIyc5Ga1ur06pJ43a78a0rLnOsOsjKkDezGz1sCPZVVuG6C8/B+BHy6eoMw4RhmlgXejC349gJY7Fu+07psl2aZmWTkmHdth2YOnGcdPyOfeUY5+BYTdNEZ3cP0rzyWaw+X7cRx009Wjp++YbNmHOMvDlgY0srsjMzpFUQpmli65590uUThBPogf8rSEtdrbUQBEEMJOpra1FfS20TQRzpOHng37h5C/7y7L9QVuosV3lOTjZaWtukYpuqKq1FluNmTMP5Z8gZwCVLQW4OmtracMmZp6O0WKzUjGb8iGHYUV6Bmy9ZhJES+d1nTZmIVZu3S9fJpbniqhpEbN9bjgmj5I3pPluzzlEu+32VVRgtaawHhF4QdHUjKyM9cTCr09r1mDt9qnT8u0uX46yTjpeO/2L9Jhw3dYp0PEE4gebwJ4VsXuvkZc9M1sjmPbk5yQ/LK2twKVTUkAmJ6pZ/u9kX9YwuI3JqQPA89cZcUNbIxqnxX5xS+D33QXly9KVBXyLTKlWQPVwkb5WR7PfV1AOi74j4zo3gfeeLyFcf/7rmv/Po71aLMMMLltHBSSez09OCu+Suzdau2LREeZnxO1eJjEztCNfP4NYp0asSvOLmPuwDs1I7+PNr951Y8ZJmf72qk+RUM1H749SgL55s38n++e+BlSd7TsjQ79AQ/Xv+7H9ewrAhZTht3kkR0/BEv+dNLS1QFRUlxUVxy+e3C3R2AADyCwrR3t0DzZtufe5rbbLiWN/Jmxe/3Ih96JHX6aDiJNKpKYolnZe5EkOz5ZGVlWnbNvGy9dlHT8bKzdtwzbkLcclCG1VE6JyU5OWgrqnJ+j8Aq478eWXfoculIeDAZC6g63A7UEHs2leBb128KGZ9vL7e0lVrMXfaVHvjO+7c7Sr/EuNGDJM3/DNNtHeGXxCI9hN9Da/duh2Xn7NQuH8Rb3zyKe668Zv48e8fk6oTQTiBRvgJgiAIgiCIfmXUiBGYMfUY6finHvo9vB5ngxq5OTloaU2dpL+/0DTNkaHb+BHDsWN/BQBIj2J7XG70+OTyzbtd8pL+5tY25GZnSsUCQSNEl8vlyERw6+69mDx2lHT8JyvX4OTZM6Tjt+8rx6TR8gqF2oYmFOXnSh9DfVMzMtLSkBF6eU4QfQ098BMEQRAEQRD9ymknz8eZpy6Qij3p+OMwbsxox/v4fOUq/OuFFx1vlyoMw4CiOO96jygbjIqqGul4TVNhGqZl3CfD1PGjsWHnXqlYl+ZCQJd7AbFhxy4cO3G8dD3Wbd2BaZMnSMf7AwFomuYoA8CeikqMHT5UOv7jFWtwioMXBO98thxnzztBOv6/732MixbK3QsEkQwk6U8CIxB8A8q7umre4BtUkQRdJFVNBJMm8vlCo132Wxvqrb+Z23wy8nmRRLUvZP4iZOtnFydy1peV/g8UEsnho89/MjJiv0ByJtqvSFKcrFxfRp5MpI40T7i9aO4ITv2JvJZC15EqkGU7/M7568vfpWNUlMFS7c49AAA3lw6q2+dHPGTbRlnYPcNno/LZjUhxcZrD9sQ2l73guCLk6BLn/VDdV7bHJSnj75V830aqz5fBzie/L9E2JOU/tDD5vK+1HQAwd9Z0KIoiJatWAMthP26M4L6dNGYU6ltaUTgiPPpbte4L629TD24T6OqQOobe0tregZwsbrTbRtrPH+vY4cOwp6ISY4aWBePV2CkQEZJyXcew0hJ8ebAWwwcPiiw4zjmcddREvLZ4GWZPmRixXnReNVWB3+eHqevWfkXSf9M0sW7bDlx6FudzwN//UX0b0zSxbM06XHHeWTHHF491m7fh2HiGgIK2prWtDZnpXoCbxiaS6PP7La88gOElhcJsDtaxcmVs2rkbV5+zUFj36PNpGAZ2VnyJm664WHwMBNEH0Ag/QRAEQRAE0a84kWwny8IFp+C8885L+X5kaWlrQ262fGYCxtgRQ7G74ktH28ycPBGrt8gb8Q0pKUJlbZ1U7OZde7Bi45aEcXsrq/DSux8J0wmK2LBjF95a/FlMej07lq52ZvC3bN1GnDhNfipJY0sr8nOypeOrautRWlQofX07rQ9BJAM98B+GsNzXBEEQAwnWNlH7RBDEQMDr8eBrX/saAKCxshyNleWHtD6vvPsBNjpIf8coKylGleTDOGPqhLHYKCnRB4Aenx819Y34dO3GhLG6YaBbYr5/XnYWNE2TTrGnQEGa14uh0aqEOHxZXYOq2joMLpLLXgAAy9dvwvHHyqfjW7JmA+bNlH+h8NbSz3GOAzn/258uwzknz5WOJ4hkIEl/EuQNCqY44SX1TJDFywxlXY9FWFJGu5gIp2cWmWifoXIjpI1sm1S9bY/dl1iyLxS1xUZJyttF0n/7MlI/2uBU+mv3mZ0LNgBognmCmuCCEjnySzmHk0v/gKOopMT6u2JrsFOZ5uabefZdO3vXy18P7LpKJI9WBaMbomkmDD4TCcsA4JH8hQrXL1Yqb/AyehKpowAAIABJREFUb7s6O5xRoAvK5e8Jp/ez3bQdkat/Ivl6r35/ou7tRL9rvZHyy9Szr7MU9HWGA0KO/LLgnOmqg+G0d4oraMKnhmcjhSXSkg7qiab0xYy0cvFKaM6Pnbu75g0bqfma6kPbcfu02X903bweL4aWDg7L4Nl++bio41Y0DZqmBZso1k5w91K8409LT4fPH4g9n3H2leb1QNNU7DlQjXkzp8U9JgA444Q52LY38cuT3Ows/PiGa+HlppvZkZ7mxf23fQea5C26atNWLF2zHi1t7cjLsjcGNA0dpmmiq8eHjLTgd2r3vbPztmbrDtxz03W25fLs3F+BGy46X6r+tQ2NyMrIQJrXKxVPEMlCD/wEQRAEQRAEkWJmHDMFeQ4c6xndPT50dXUH5/E7MJvLz81GQ0srCnNzpOJ/9q2rsGH3voRxY4YNwZCSxCkJXZrmKBf9uBHDHE318Ljd+OH11yAvJzth2jsAWLJ6HSaOknfb9wcCME1TOqXg/qqaWM+EOPT4fHjx3Y9wyZmnSdeHIJLliHjgjxyJtyenUJyLlZeotoXyS+dl9m/6jNqaoEOrWzRMG4fWhgYAsYZ/BEEMLNi9Gg+7e7i+thYApNMkpQKS8RPEVwvWd7JTyzFyi0uE65uqwqP5/vZDkx6voTz4AKto8somduzx+oTJMuuYKUjGO9Lt0rBxx24sX7/R0QP/uOHD8K833sX3r7pEKn7UkFKUST6wpnnlUiQ6eYB36usw46hJGFSQJx3/h388jxOmycv53/r0c8yUzBjg8wfw6788ixsvlhvdX75+E555/W1ctPAU6foQRLIcEQ/8qaK5o9v6OyMttuETuU4zqaRIWiqK7xasE7qvC9yMRRJR9uOV6CWI5XpsI8FM5Jwsrkf8xlxe5ionVU0mY0FfkmrJOy+pZpJakTw/kcw4mQwAsWWQRHag4dOD37XHxUm/BVOPRN+/0+8zM9Tx6/aH0zR5XAJnZ5t0VPnF4dGitorKuHGMiCkFRmz2AesYIpIUxM9I0ptsFSwukWTdTkrem3uzN/L98P6duenzMv6+lO8nQ/g7lDtffdHmEcmj93RZf2uW3LxvvxMms3alhw3yAp1BJ37VbS8vTyuMfHlRMDQ8IlxVVx0sX491pJdB07RIN/toaT8Q49xvGjo0TcN3rrgYJQX5oRjB+RLccy3t7Xhn2Qp8/6pLxFMlBHX3ShyPkmDgycockKIMSux8DS7MDx53VNsSbzpIaXEhvvP1RTFSfmG8oeP3/3weV519etzMBgCsc9jd04OlazfgVs5tP+I6iTpndY3NOPfkuSgdVJLwfBJEb6EH/ijYKBvrQLCHayej6gRBEH1NdNtEEAQxUIg2wzNDLxztHq51XYdiGI7yp/f4fPB65EaW6xoasGH7Cpx52qnS5SeDrgcfyGUJBHS4BC9E42EYBhRFwaLTT0Fba1vCeNM0YYTO65XnLMSO/RUJt9F1A5oDBQSrk+yIvGEYME3T0XnyBwLSUnrZ+J9++zorLWJA16Eqiu31N3bYEFx73kLr/z5/AB63eB9dPT244+pLMWXsKKn40cOGYFHU6L7PHz91LUH0hiPiNXdOYZG12BO/4Wrr6rEW3TRiFn9Aj1l0w4xZGHaf8aiqGrOIPtMUJbioqrUEj70wjhRY4RaGyS1B+LKi0U3TWuzQDUNqsds2ft2jjyEZYsuwq1NfI7MvwzBjFr+uWwu7DkV4NM1a0t3umEVTlV4vxKGl2+dHt8+P1q5ua0l3a0h3R3au7Noa0fepKWrMoqoKVDWyrRG1A/x1xxa2bULDP4mYRITrFz4uVVFizAT544hu73pzrcu0jQnLELQNsr8d9uXalxG9X76tZ+2PqP0XtefiuNj92y3CY5D8/eEJ/05SmyWDqN9kGjpMQ4fh91kLP2Ifjb+91VoCXR0IdHVAdXmgujxYuno93lu8JFiuboSX0D7Ywti1dx8e+/PfpOpeXdeAe/7v91i67DMYAR+MQNhRXlE1a2F1UTTNWnqaG+L2GVVvGlTOxO+9JUsx9/yL0NjQEBwFZosNd/3uYWv/Vp24/Ufz7mdf4PP1m+DxeFFQkB9/NFhVAVWF3zBw31P/gKJq8Hi9+NH110Rswx8/4xdP/j2muOgYvp6vfLgY67fvsj1OIHy9bN+7D/96493YAMMQKhMMw8Ddf3wcpq4LF2s7bttfPP5ndHd3R1wz0dsNH1Rs1emDz1dgyaq18c0hVQ333vxNeNPSAVVDbXMrHnr+leCIPr+EyMvOwrcuPCeiiJ89+jSgqsHzFnU+Zxw1MeYFxdMvvGx7PgkiWY6IB36CIAiCIAhi4LB281ZMmzJFOv4vzz6H6664VCp2SFkpnvzD73Dfz36SbPWkGD18GAYVF6EgX24eORsZd0JPT4+0qgEISsuZCz0ARznkZXG5XPAHAokDQ2zfux8TR4+Ujt+0cw+OGjtaOj6g6wgEdOlsAADw+frNOO6Yo2xjeAO+F9/7BBedOi9urNfjiRiUW799F44aO0r6++7x+bGvskoqliCcQg/8BEEQvaS1ocFaCIIgBgqtDfURy0Cipq4OgyWc3gFgf8WXyM3JRmF+fopr5YyxI0fghisvk47fW/ElRo8Y5mgf3T0+pDl44O/q7pE21EsWt6YhYJPSLprt+8oxabS8O/6SVWswb+Z06fhVm7Zi9tGTpOP9gQB0w5A+TwFdR3l1DcYMGyK9j/9+8AkuXrhAOv71jxbjgtNOlo4nCCcccXP4w6Z1sR1zXobI5u77Qq7XwlzlnAGVrPzbqVmQyMiPwTtys1k/bsl5YRGSJ4G5StjwLvhmMqLeoTrJSil7I2tlJleJTMY4exvBusOP6LzWIoM+kQGa6Dr1OfhRZkRLXkWyWlFudiJ5+Kk3do737H7q9oXn+omMPEW+I7JS5ujvM5G8nrVTidrBNMnRFxbnNOtARL0tAz/+WIyIf+JiY1oqQjrOJp+8nblfovavLwxC7Uz2emPQ59T4ELBvf5zK8flrl507O/NEIhbegb/5YHXM52y+Pt+vMPxBCT0vpWcobg8Mw4CmibugrDzmqn+gugY33PYDPPyb+6VN4JhZmqivw2OE5kx78+UyGTETQF/DQWvdmSedAMPvS1g3RdWwfuv/Z++8w6Qo8jf+ds/ObGTZZXfJGZSoIFmCEgRUELMiIJjDcZ7hkuHOcOqdXvB+nnqed56nGE7O0zOBIkEkL5IzSGaBzXl2Ynf//pipnurpmu7qDbBAfZ6nHpae6urqVDPd9X7f715c1L+fqS5TVq6bwQVNedpZsn6yz75AAKkO87rLsgxVk7jj+F0uF8LRGX5WLvv4/lXX1qFFWio0VWEfJ3oMkWUUFBahc/u21vWiaKqCpWvXY+4t18eW2fzu2bBzD4b2783+MO5caIqCpes2YNzgAexwDcb+FJaWIy01BRkpyaa+sPZfDYexasNm/PmxRyz7LRDUF/ErXSAQCAQCgUBwyth/6DB6duvKVXffgQPwBwJow6kGONXwSra9dXV45V/zEAiYX4JY4cSoEIjM8KemOHvgT/Z4EAjx98ud5OJ+Ias5nPSpqqlFZkaGfUWq/apaL7IchC4sW78Z44ZexF1/yfrNuGwYf/1/f7UYM66cZF8xyupNWzHyogsdh3sIBLw0+xn+mASNfROI/PICgaA5QctmGzuHs0AgEPCQSL5fVVIMwDhrfzrYtH0HBl3IF7/vravDh2++0ezk/E5JS01FWWUlzuvezb4yhT/gTKLvr8cMf7LHg0AwZIj9tyLJlQR/kO8FQXF5BVrn8J+7VZu2YMzggdz1dx88jL49unLX1zQNNV4vWnK+VDh8ohAdW+dyZwwIBIMoLC1DV5ZCIQGfLf0Ozz10P3d9gcApzf6B/1SgMCTqRMofL62O1I8uo3I+E8UOLSklUkLePNdOUtNE6sf+9lDyKZ6XIPSXvdO4Pn1/bGSsVlJ+VqgCa/9JG7QE0zrncuO+HWXtg1WYBb98leVKa3W8GNchJd+3ktzzSu8Tufw7aUPQNHnGack+OdcGmbVNyEVsmZz4M8Z5ZUn5eSXlrOupxudHty6dTcvjyW0dGZ+OHi1I2A879P2hx+non6z9Zx9Ds7TfqVTdDqZEPm4Za/xj9bNe27eQ4zdkPeY14VDe3xA3ff37V6Il/eYx8WxHa6JsMyypvErNEBMpP5Hn01RV1+CVf76DPz71BLNtIuWXkyIPuVMnTzbNfFpJ2uk+GR3bEx+LQEUZ2l1gHzOe260nAOBowQHTtmwl/ZKEx+bei7Z5sRfBVutoiqI/PPr8/oT148MBfIGAKQQAiB0zQ274aHvJHjcCQf6UcC5ZQjgUSphnniyXXC7sPngYfRwY9uVv3YHH773d8jcmvc+L136PGyaOZcr4WaESO/cfQN/uXWyzKRA+WroSt06dGNk/jpCSz5evxrSxowHAlB0BgPHHO4AfDh9F5/ZtHak4BAKniF/uAoFAIBAIBIJTQkZ6GioqK3Ee50Pg2SRznnHNNEf1PW43lq7JR/7WHdzr1HjrHLnVA9EHfieSfpcLYQ5Jfygcxs79h7gf+DVNQyAYYr6wSMTxohJ0aMOvWFmybiMuG85nCOgLBFBZW4t2uXxqYk3TsHbrTowceAF3f97/8mvMmHo5d32BoD6IB36BQCAQCAQCwSnB5XLhiYceQG6rVqe7K6ccp0pOSZIwdvgQTB5zMfc6Hy74BgtXrHG0nWSPB34H3gJJSUkIKfZp+QLBEF55/z/Yf/QYV7v/XbQM7Vvzh8IVFBajQxtn3g4nS8vQPo9vGwtWrsOU0SO4287fvhvDLujD/ZKqqLQMEiTkZLXk3oZAUB+avaTfylW/saGl2kQuS2SpdvJEbvfrekoJWa7CDZFxGqmfwz29fVZYhJX0nQVdP/5LkeVgbe9c3TRSRhYNkfLXF1qCzVA3Mq9dBYqpH1YybxZWGSvqI70+G4iFmTTO/sdLqoPUTEr82ERv12UjN+SV7ZvW4wxLslDM1gve64nUswqLqQ/6uNbI7Z5KGjLmxK41WqrvLASgMY4dOwSFz32fvnbPJXd+8tuJ5arfEFiyaSLlt5PP03L0GddfC0mWdfm+MUtQ5G+WbN+qT6wwAysZf2Qb9fsdJblj8mt9+7JZKm/oJysjEpHZM+Tl5LMH75iNli2zjB9ayNEH9++D7h3am7alb59xXFNSkhFUFO5jvnn3Puw8cBDXJ0gjR9rJSEtFt47tMXoQX0z+Z9+uQP+e3W1DRgmL167HZcMGm65LZtYDAEdOFqGTjRqAbmvt1p34/U/uji1TGMeQOsafLV+FJ++ZY91pat9ufvgx3D/9eu79FQjqC/dIJ0mSS5KkzZIkfRm3/BVJkmqp/ydLkjRfkqT9kiTlS5LUtfG6KxAIBEbE2CQQCJorYnxi43Sm+1ymUzt+8zcAmDBiKMYPH+xoncVr1uOjRcu467vdSeA133/2gXu5Qwx6dOqAB2+dzlW3pLwCuw8eQZ/uXfg6AmDJug2YOGIIV93t+w+hX/cu3Nfq0cIi5Ga15M6QUF1bC0VVMX7EUK76AkFDcDLiPghgN71AkqQhAOJeO+JOABWapvUE8GcALzaohzZUl5XqRSAQnJM0y7EJiCiTToU6SSAQNFua5fhUVVKsF8HZRZ8e3RzFwAPARb3PR6+u9oaqhEkXD8OlQ/hm7Yf0S5DvnsFPb5vB/cC8ZN33WLt1O2q8ddzt7ztyDOd36chV93/frsJ148dwt/3hV0txyxWXcdevqvHired+jbzs+KFAIGh8uCT9kiR1BDAFwPMAHokucwH4A4AZAK6lql8N4Ono3/8F8KokSZLmNBGniaaTVPK4LttJdVmSZpZUmvdNYbz0sPHk+1Y4kzuynKudyvgTQdpx6txvB0t6ypJ5xtdryH7Z9c3OgZ9vG3zXri7pZsj2eLfZnOT7zWNsSti7BrdA8hyHGDJaO6zOU2OMJ+yxzHk/rWC55DvFTV3r7NAscziGqjQvCb/duNUYoUI8zvyJ6vM68lttozHk9obvX4mRpcQic05T0FzHJzs3eStijvwh0zJaRs0rldfl+xZ94nGmN30elfIb+qSHCjT8/Buk8hbu8LbH2mL/7faR1Rd9XfIHNTZYbePKS0dyz9gDQLs2eZgydjQkl4u5//Ul0yZVXixUQ4ESVvDQrJuQmZFu+MwAtexoYTFatcgwxNcn6ntVrReapqFlRnpC+T7N7oNHUF3nszQPjO9fxza5+vKG3JMCAQ+8o97/AfgFAPpXxY8BfK5pWnyAWAcAxwBA07QwgCoAfPaWDMQMmUAgsOC0j01ifBIIBAk4jeOTUfmoqiqOFRTUtzkuar1ex/XDYXvjNxp/IOCofp3P56h+feBxq6cJOdznQDAIJ+99NE1zvI1Obduge8f23PXDisKdlx6IXH9hhy8GgiHrNIEjB/THteMv0f8fsKn/xKtvoo66fsKKAoXh8RAIhfDJspXM2f1giH1cn39zHlRVNZ0nJ6kOI+07qy8Q8GL7wC9J0lQAxZqmbaSWtQdwI4BXWKswlplGKkmS7pEkaYMkSRtKSko4uipRpWlQVFUv1vU00+yFoqmmGVKXLMElS5BlWS8uSeIqztGocupRVRWqqurHxkmpL4qmOS687cTvV2OjqppeGgNyrbEKfax9oVDC4vScsPbBJct6aWqaz9jEhnc8YREKK4bCe25ckqwXWZYgy5LhnHiSXPAkueCmCuuaMbXLUSfxcWic+72+0PvfkP1oauj7iWdssBvXeNdltUG2r3/u8LvRYBTagH5aYTivrO9R1mfRZfIpMO9rbuOTJEnwRPN8a6piKE7QFDVS4tooOH4cjz77O/2BR6+XoBQcP4FHfvU0SoqLoYZClv0hy7dt345X3/h7ws9ZbUy8aRZOFBVFjoErYhIoyS691Be6jadefo3b7A4AnnjxT1xtE/78z3kojn+xLLtiJY7isnK8+sFH0bzxcqxYbOvJV8zHlYWmKNAUBfM+XYD9h48aZsjJZ6xZ810HDuPDhYu5tgFEHsafeuUNy2u1W8f2htn6Z994J/ZAriomY8Mklwt3XDVZ7+PClWuxdvsu07Y37NqHf3y6EDktMw375ff58Pwbb0MLBWPtR7eRnpqKx++abXLn/9Vf/uboZc28zxZy1xUInMDzq3wUgGmSJB0G8CGA8QB2AugJYH90eZokSfuj9QsAdAIASZKSALQEUB7fqKZpf9c0bYimaUPy8pyl1BAIBAKIsUkgEDRfmtX4JEkS2rTmz1XuBK+3Ds/84SU8++jPbdORhUIhbNu1G8//+S944dePow3nPvgDAVw1fSZ6n3++o77dPesWtG/TxtE6Tli6ei2279kHn9/PvQ5vyjYgMrtfVlmFNrn8qer2HjqC3t26ctd32icAKC6vQJsc/rSKW/f+gAG9z+Ouv3n3Xgzsw3+u6/x+uFwyPO7EqoOHZ1yPzm1j98Dabbsw4oI+pnrF5RWYMHQQ2ucZBTYbdv+AQX3Y+/DM/XegRXqaYdnhE4Xo0KY197HVNA27DhziqisQOMX2gV/TtMc0TeuoaVpXANMBLNM0LVvTtLaapnWNLq+LGs0AwOcASE6KG6L1T8m0jjCgiSCMDAXnAmfS2FRRUqKXc53S4mKUFotxWnB2cyaNTw357eTz+/HEb1/EL38yF9k2ucQVRcE9P/sl3p7/Ef787NPIbsmfe/zg4cMYPHAAJo4b66h/s2+8jrtuxYkCvXCjaUhJTkZqSgpX9Q8/X4A9+w9yS7e/Xr4Sl186mr8/APYePIxe3bs6WscptXU+ZKSlctffc+gIenfjd9Nfnr8R44YO4q6/NH8jxg+zrn9Bz27631W1XqSnpiCJoczo2CYPv75rlmn52m07MerCfsy22+aaX358smQ5bpg4zq7rOlt278PA3s5eaAkEvPAH4PDzTwDvRt9alyPyRdcAEn/faY1kpMaSbMfL83mktOZtRNZxu8ymQUas3v5pcf/yrucE0rbZBMpKmm1n2hTfFg3dLlmXdWyszPt44ZXk09vgWcfummDtt5VMl9c0j/dYs86dJyny5ca8Xh0aBbIMKps5jTw2xSD7T0sOXVGpZX0k/dU+v6Fd43ltuLmPhzayi84+GCXX9n02mMbppp3mMYHue06L9Hr1tz64k8zHiVz3Tq91XuojW2+ssJ5E2PWJbRpqNU6ZTW6dGvQ1BFbIm8ww4/O4GKa5DCO/ZkSTjU8EltRapvLJ8xD2RTIJaqqCyqpqTL5pBn52/73o3qmTIec9y7Ru3vyPUFfnw90zb4EnyWUwK6PHTtIn+rMkVxLe/uurSI66zxty2TPaILiS3KZ6LJKz+GfQgVge9iEXDcCNpYlf5Mb3yR8Ios/5PZFMXhAkCGEgLF/3Pf74xM/17VkZ5JH9O3KiEF07tDNXIPdH3HdSIBjkTptn2F7cvWgV1hAOs2P+E4WUFJdXIK9Vtrl+AoPENZu34Zn75piOZ6Lj9c26DZg0Yghz+0N69zT8n+xXeU0tcnOifbIxWVQ1CSdLy9AhL0fvg13Yx2ffrsDDs2/BU6/yhVcIBE5w9MCvadpyAMsZyzOov/2IxKgJBALBKUGMTQKBoLlyto5P//7kUwzs3w9jR17MVX/8mJG4bXr9dvH8nj3qtV5Tk5WZiWsvn8hdv1unjpg09hL7igC+XLocXTt2gMuBPwAQecnqZJ2SikrkZpsfrhuLaq/XkRqgoLAYHdrwh6vUeOuQmpzsyERw4+4fcP34MeD1vSqrqkZ2Zgvu9ldv2YbRF13IXd/r8yEcVtCyhXWWAoGgvjTFDP9ph5amtcwzxqwVFxYCMKZqEggEglMFkfVnx8WuFhQcPx3dEQgEAgCJfzuVHtrPqo7RI4bh/ttnG2b2rejcoUPDOthMcfKgOWbYYCQl88n/X3rzHUwZx/dygKAoimPFXUl5ZZPmgt++7wAu7NXTvmKUZes3Yvzwwdz1F6/7HpddPIS7fklFJVq1bAFZlrlNK9du3YmRCeT8LBatWY9f3T3HviIiTv4fLVqKKy8Zyd2+QOCUZv/An5kTkVnZxaNz5zyNUuOLpeYgckAraaWdBJC0kRIni8qNM8kh+6EZcqM6lUM3thwxKullhTYwpP1kGTMUglO+zJKeKwa3d+M+NoVTfjy823AavmDvtt14++ahZMysfgb19EEM6aPFdcgOtzBLwD0MGfXZSmZOzNAndl/TOZ/rH+YQiv6Atgp3sbpfaAyS5mifgopiGpsM/gLReqHo9cJqg75eQtF4VNa1TNfzO0xRxGqDhaKH/pjDpxojMwArfKk+oRqEppbxA9aSet7tk33klec3lYyfBS3tdzGk+i6GzJ+17GyF/HaqLIrP/mdEDQUB8Ev7FV809Z7sQr+ePaDaxKLbPVCRzz2ZxhnmnC6xeGt6H4g8WglYm+SRdmW3WdJvHKcjy8I+ZykFE+Vjt13NwbXX97zuePCO2Y7y3B85cRKd2zPk/BaUVFQgr1XiB/747QdCIcNLDiupuiS7sHXvflw1boxl6AXNzh8OYOYVl1nuN93G+m278PyP77LsM83C1fm44uIhzOsg0Ta+37EHj942PdYu1b4Ud+9U1tQi2e1GakqyrYxfkl0orSzFs6+/hf++8gdIbuehFQIBD2f/t55AIBAIBAKBQHCGoGkanvvpg0hy+BJ9zwHnhn2lDmf4ndY/VliMTm35MiXU+f1ISU7mfjFSXlWNzIx0uFz8jzM7DxxBv+78BoKapiEQCiElme+l2OfLV2PaWH6jxfKqGlxz2Vhc1LcX9zoCgVOa/Qx/QykuLEQ1NZufmZp8Gntz6iEzj+Rtv0AgaB6QGfWQg9mbswlaURAf3iAQCE4vZUcO6QZ9rmT++OuzhfKCIwCAVh35HwwbE0mSkBXNA++EvQcP4ZarrnC0TklFBfIcxPAXV7AN9ViQRBO8qenWbN6OkQP6c/dl0Zr1uHzUMO76x4tL0T4vx1EawoPHT6I7ywQxAdv2HcDsafznICszA88/MtdxakSBwAln0AO/+UZgubTS+BlSM/Lwb5DAqvZvBmlXc5YjcAqV+9Ppj1c1bO5n/P40RB7MCy3HJPJ24nVAy1d5ZZtWslFaessOG0gsZY6vQ2MXemEl77WTTTuF7X7dNGEDsc+s23XJZudqq23qEliGq/8Z6NJ/SomF7Zjd7FlO4/SLSSuY5yl6fmSb619VVbRu25b5meEcRvvu1/ch9hmddSRRPwBAYYSNkJcbWQ4MnMz9ZG2fdX2SUCG+FyqNIf2naSrZvouZVQEJl3HL9w1hC1ZjjNmln5f6jNlAnHxfNl/r+rjGqOd2yaZlnnPUw4cV+kgkx0rAF6sX90USKCsy1Te4oVvI21m/zSTGbGzIW4W2fQdyt0HLrcnfLC8B3jBPEtoAAO4MZw/avJJ75n40xgvfaLsFJ07g86XLMWHkcLSJusnTkvJE2yqtqEKrLP59Li6vRGtGCABr/xauWBPZtqbZPtBqmoZVm7biZ3NuSVwnbjzfsnc/pk8aG/ksgYM/zZcr12LKqKHmeuGgaRk5rqu37sSogZH4ff14Jriudh88gt7dOlvuq+H+c7vRpXMn7utUIKgv4le6QCAQCAQCgUBwBpObnYWyyip07chvjlhUWo5jhUUoLCnjXmfR6nUoraziqrtm8zZomso1e71k7fdYt20nfAG+l9/F5RXIyWrpaGb8QMFJ9OzkzDxyz+Gj6N2lE1fdz5avwjXj+OX8AsGp4gya4RcIBAKBQCAQOCUYDCJJKIbPalKSk/HovXcgMyOd230+NTUZKzdugerAPPh4sbWJNk2HNnm49rKxXHX9wSDO69wRuVktuep/tSofV44ewd2XAwUn0b0DW+GWiFA4DFmWuTwFisrKUVXrRW4TZjwQCOrLGfnAz3STj8oRQ+HYIMeS9PNiJZHVpYL1cCRnxdKznPvxuSlgAAAgAElEQVQJMSk/65u6cSSjVq77LEg9Wp7p1LGalpnKups2qw1nIpSGyHIbtm79Hbt55PtGp2mnxyTWN+LSr1LyXZnpcG3MnEDLs/V6Kt0nR106ZyH3jp8ap1gx/DLHjIWdFNrpdUJnHSB4o6kCeWTX5u0nXscfCnO1QcZzeqwlP7xUQ6YPyfBZIvSxxua3cEPuZx7swqJYIR8Naa++65LP7MZGZnhBA7LexNz0Gd+/ZLwyyPcjf9NZQmLjmtml/1yCSIX/+c48XH/VFOTG3edEyk677RN5P8sJn8imDe7j5OHSJsySSPnpz3iyA8SnVwaA0rqYq74u6We4rrPCF1iolKTbLgNAIliScnqbvLJt3od1Har+9KmXG7Zl11aL1BTMmjoZndvFHoTtwgxGX3Qhpo4dbetADwCzrroCLdLTbPuiKQqyW2Tgyftut20TAAIBP3buP4jZU6zd/GkWrM7HtWNHGRcyrl2aLfsOYuB53Ux9N4wk0XWfeeOdSPYCSWYeG/38U2OSfp1yZskQCOqL+JkuEAgEAoFAcBYTCATw+j/+6Widiio+2Tah1usstV11TQ2UJjQtVVUVwWBQN47jXSfkYLJI0zR463z2FaOEwmEU0ilQOfDW+bj3QZbliKt8kBGTnoBH5tyCgIOUqXdeNxWAxNUn8rCvKApCYesXvSMH9DfM7lvtwz8+/hIHCk4YJvms6muahuPFZejUJuaxFQqHodgYH63ZuhOjBvTT/28VbqAoCn46Z7ohxKDO7+zlkT/Af94EAiecMQ/8mTk5eiEomqaXUFgxFUXV6j1rK8sSZFmCS5bhkmV4klx6cUeLS5JiJVqvPuZlajgUKaGgXmJIACQoqqoXFpqqmkpjQB9jUpy3oZoKjapqCY2lrPaZVY+3NBVkX+j9Ye03uTYTXZ/x/WTtQzCscBXWttwuWS/kurbavsfl0otLkuGSZP0esTOKOxfIzMlFZk4uJNlFFRmSLBvvn+h5CCmKXuo7TpHzQJ8LehxyyVKDZzRTPG6keIx5ga3GObdhfJRNhRA/VidCv3eo656MuURmSRd6TG4MeM8N79hY3zGUtw16/LEcVxnjuWF8ibteDetajlvW4xpvPXLtsr5fWde6xxUpzDaoQqiPOu9MpWVea7TMa43Hf/0kfv3Yo5BkFzRV0YsaCkENhaAEfHoJBwL43UsvY8WadUZzPkRmrE2zl7ILFTW1+OVzL0CDFBn/XDIklwzZ7Y6VJE+kuCPlwSeewiNPPKmPmU5wJafoRQ34oTJm5QPBIC4cPRYff/5FZH+VSCH7wJqF/ef7H+KhRx9n/BaLQ1VQUlKCtz74EMvzvwcQMX4jhcXr77yH2Q/+FCvX5ut9sUPTNPz6pVdQXRv3MkVVYiWOH44cxdsff27bNiEzIx1PvfJ37j6lpaTg5ffmo6yqGgAszx+5zrbu2YdPFi+3bJd+UPYHgnju7+8Y2tCofa6sqcHMy8fDTd3Xz/zjXf2lgl4/yq5DR9G3a0dAVfRztGDlWqzbvsvQLl3CoSCKyivQLi8PkuzC4ZMl+MenX0WuG5kqUX522wx0oZQSgWAIT7z8RmTGX3ZFZvZlWb/+ZbcHUrQQ/vbeh3aHXyCoF2fMA79AIBAIBAKBwDkej4fL3CwYDOGx51/A8EEDcfXky7ja1jQNz770Fzz+0APc+dMBwON24/477+Cu75TUlBR079oFl1zMH+ftcSehrq6Oq+7/vlqE1/71LkYPGWRb9/PFy7Bi/feYdMkYXH/l5dz9+d+iJbh0+BC0bJHBvc6K9Rtx6bDB3PXLKquQ3bIFd30AKK+q5o61B4D8bTsx7MK+3PWX5m/A+OGJ92HC0EG4hpLnF5VXIKtFRkRSH0eNtw7Pv/VvDDy/u7FPO/dieP9eCbfxwTfLsf3AYX1Wf96CbzBrysSE9c+PM/Z7+9MFmH31ldymgoUlpSg4WchVVyBwinjgFwgEAoFAIDjHqa6pwcO/ehIzr78WY0eN5F7vnx/Mx+XjLkXHdvy5ygHggXvuQp9e5zvtpiMeffDHyMs1+5Mk4qrLJ2EM5wuCbbv3YN4rf+J6GJ8y/lJ88MpLuO3Ga7kfAMsqKrHq+02Ydtk4rvqEvQcPo1f3rtz1N+zcg6H9+nDX9/r8SEtJdtSnIycK0bU9//WxatM2jL7owoSfj7igj+E4frJsFa4bN4ZZ1+sPYPfho8jOjL3UKKuqRsuMdEtVrqpquHzEYKQmJ6OguASpKcnIacmXvrC4rAJHTxZhUN/eXPUB4P4nnkFGNARCIGhszkjTPoKdyZxTOSszry+jDbLdxhKGZ7WJDILEvK8+EHO/+kj5yb7S5mExqSXDINFCrsmf85ky3JKICZfZyC+2zcaV4bPaa4gZHvNzB663idpr9NzgxNwyZJbtuSl5I5H4s65/fb8o0z6VSOfOIaksC4lxDalxoRlOiJmX8RmPGduPrJPirv8wn9s6YpZ18sTJBNuIQK4dWbYx8lSd3WPeQCSuNJ36bakfC/q4csrkeceneHgNSu3aJ6EGrP42JAyBf9xlmevxhEwx1jOEAzg7rgaDUIZpaKxe1CCXkuuT+vES/kTr0pDr9FyS9NMQgzxiykdQFAUbt2zFG++8h1/97CF0jN73RK7MvDJlFwLBIDZs3YbisjLcfetM7n4Q2fgFfXrDlZzieD8AILt9R/1vX1FBwnqXjBqV8DMaOSlybHJzW+OW66+1rR8O+PHczx5EZkZGzDSQClGPDxdwcRjc6etGj/uf/vEv/PTu2xylnfMHAkj2eABNBW/00Made/DjGTeY+sw0aASwac8+DLZ5kKXl9GFFgSzLzP1ghRCUV1WjRXoakmSJy8BQVVUcOn4SPTq0idWn1vP56vDM3TPRKa8VNFWBJLvw1brNmDJqmGUoSZ9uXXBRrx4AgLe/+AZ3X3ulHuZhMIOM3lf0cXrtw0/wwKybDAZ9ukElw9xSTk6Fomp44J678NZ/PrHdZ4HAKWKGXyAQCAQCgeAc5e33/40bbr8bjz30ADp34M9RvmTFKtz58M9x+/Sbm7B3p55kj71juizLyMzgl9k7ZdnqdejVvRs6tG3jaL31W3dg2ID+jtap8dYhMyOdu37+tl0YdmE/+4pRdh04hL49unLXX7hyLaZcwq8wWbt9N0ZckDhcoGPrXEwbY1Rt7DhwGP27d7Fsd3j/3vC43ThZWg5ZktCmVTZXf7bu3Y+8Vllol2fOypWIYCiEl597Gq1z+dcRCJwgHvgFAoFAIBAIzkGKS0qxdccOfPz2m+jWpbOjdRct/w6/e/yXaO/woVRgzaeLluDjrxbh1uumOV535YZNGMPhKUCo8dYhPc2ZyqKsqgp5DnLNr9+2C8MdvCDYum8/Ljy/B3f9r9asxxWjhib8PD6u/2hhMTq1yeNWTrzz5Te47arJXHU1TcNbn3yBu2+4mqs+weN2o2e3ro7WEQiccEZK+rPzImk1qsvK9GX+aBoVhZYFcspHnbqME1OaeAkm6VdTw8rNDpi1W07l/bTZjhKVQxGppjFHu2T4zNiX2DadyvtpF+/4delzVF9Zbnw7pn4Y8nrLCT9jwb2vLGlstG2nslhV45MZs2DJ92l0KblkvofIsiAlxfOc41JZQmZO7O08K0TH6jqxkuobJdB84xq5JryBIDp25J+14+0bSzJNn/2QbJZiEhW2nzPtVZUvYpbkdpnHOsP2mzDzRiLswgjIWMM6542RRaCxZfwsib6VlN9O5k/g3Vf6GtPHE5f5u9Yy3IgRPpNCOWCzxrpzCZLPvqqkWF+Wm9MKf/n9CwaZvxQXLsG80iQZv/zxXHSk4rLp9Xhd90O11Wh9Pr+ZGxOLbdlJwlmfqxzjU7g2lrLQlZZ4pt/uOBAZOC1tn/ffT9H3/J562jtaKm7loq+pCiqqqpHVIp2rPgBs3vMDBvdjH39WFoM6vzl+3+4Y7z9WgDuvv4qrT0dOFkZS59EhkVT7ZF2yzfKqaqR6PJHQNUY/WH37YmU+po4akrDf+jlTFZRWViMYCqJdThY0VdFl+VJSbFyRqTHm82XfYdLoEUhJTjZ9RqT/9P7LyakAgKRUfoWFQFAfxAy/QCAQCAQCwTmIE1d9GkmSDA/7gsahurYW0yZNwLM/e9BR3D8AnCguQbs8foNCAFi/bSeGWsjh49m4cy8G9eE3olMUBbIkcc+mf/7tKkwbO5q7/U+/W4trxvLL/zVNw5HCYnRp25qr/ryFSzH7Sr5sFVU1tfg2fyOmXMLnGyEQnErOyBl+gXPoN/ot81rj0JGj+v9zHMRuCQQCQWNDTAHbRR8g6PFJIBAITheFu7YAANr2HQgAOLp6SZNur0V6Om67MWIayGu6R1j5/SZcMpQ/HR8AlFZG5Pk85ngAkL9tB+ZcfSV3+3sOHUHvbtax8gRN03DkZCG6tOMLEdE0DbsPH8Ud0/jk9gCw89BR9OvOF7pSUVOLam8dV39UVcXUHz2C+6df78hkUSA4VZzRD/yZOdSbzKi8n35bHQoTWTqf3JPXCZtVv/GJbJ/Ipo1O3+ZvASKlpqWPZB/spP0nK6sBAJmpieO47OTmDXHR55EoN0TGXx+cOnGzHPmt5Pu8qA5dtVnXpGzz5eMPhRO2S6T/LkYGC9r9PcXjjvT3NEirmytE3l9dcNzxuo0xtjTV+ERk23ZzT6wxNBgdk+l73mkYCBnPVJjHuqByeq8/VsiQ05AxFvUZ/5xK+Y2ZCDRmHdZnibbFkvLHQoXM585K+s9sn3F90/tH5PtkbALE+EQg0n4AKKvzAjBKj4kTuRXxsn+ALV9nLnM4c23bFwvZPFueH1tG9oOup0bDG5IyEqdgC1XGQrboY1fffup1JAmQojJ/q4dwui1VwYmiEqzetBXXTJoASXbZrBvZZ38ggJRkD3ffAKC0shqtc3P5XxBs3YGRAy5IKOOn29m6dz8uPK+HLs1nrUPX37jnBwzufV6sPkvSH/edsHD197h9ymX6cnL+Wfv//jffYdbUSczP6G0pAR/2Hj6KrIwMTB45LCL9J9knGOsmZbSM/S2k/IJThJD0CwQCgUAgEAgEZyjHi4qwZE0+SsoruNfZsucHDOh1noP6+yDLEhQbXwDCieJSbN7zAzpzztgvWLkWV8a56Vvx5ap8TB09nLu+oqqoqPEit2XiFzmEGm8disoqcF4nPv+bsKLgvd8/jVYcbQsEpwPxwH8OIuSyAoGgOXLyxEld3i8QCATNhS2/exBbfvfg6e5GQpKSkvDw7beiU7u2XPVD4TD+Pv8TtG/Nbzb95fJVOFZYzO37UFRWjqX5G1BRXWNbt6yyCtXeOuRwPjBXe+sgQUJGWipXfQDI37kPw/uez1X3/W+WY+YVfLH7ANCvRzdkpovZekHz5YyW9LMwyAKJzF2NLXPqhG5FQ2TsTiFSWCDiuh1Pdnp00KMG4hpvwFSPJT0n0sgQtY34erSrO6lvlOxGltXnmLBc+uO3b/VZIlihAkQaayez5ZHQ8sr4bdthrMOS8vO1xegT9Tc5d7TrucdCysfKIJDqFlLZxiR2HzFc7y2yJbDbavp3uORcK9RYy5Jcx8JBYn2qjrru0+Eg1T4/AGNIkTcQkddmJLtNn0lk/KEk/Uyn7YaEGclkPIuGILDGOsYsl4txTOxc6u3c/p3QEEd+3vassJLx83weT0gh3w3m73BWVpX05Ji0OsUtwozqC5f0nFMCblgnOibUZ10ryP1Pt6uPCXHSawBwJcceEhVf0FgfgFJXCwCo2ZEPAAgUFeiflS7+DwAguX0sLt2VGnHpd6WZ3fFZfbILc4hfl0c+37VDe1xwvnm2nhU+oSkKklwurN60BQ/Musnwu5FJ9B7KzEjH0z+6yxB2kKh/mqIg1ePG/Tddi/atc2334/l/zIMvEICmhE0x8Eyn/RVrMG30MKYzfyKWbNiKR6ZfzQxHobdR5w/g8Iki9OqQBzXoMzjys65hfVlS7DeRDtUuyebAkvGrYfswGoGgIZx1D/ynE5Im0OAtYFNXIBAImho6RSCdOjBxfTI+nVrvDIFA0Hzw1tUhPS2Nu36t14uMesxyVhZFVD1Zbexd/4kBsd1DcHVNLTLS03Dw8BH07MpnGgcAlVXVSHfxZy8IKQp8VdWOpNwVlVXIzmppXzFKjdeLjLQ0SzO4bGr7mqbB5/cjNSWxL5MkSZh9zVRc1DfiuO/zB5Aal24vnplTL0dOtN/+QADJHo9ln9rn5eLuaDq+sKIgHA4h2c14KAYQDIXx8KwbDe35AgGkJpv7pGkatuw7iBmTxhqW+wJBpCaz/RQCwRAUVUEG9fI4GApBkmSTj8z8JSsx/bIxzHYiaQkTH9d4qmpq0bJF4rSNNKXl5QhFPZUEgsbmrHng19+O0bnBo6YZxvdmfG/742c97Ez8GmdmLbYNYtZHz7oTcqgcq7mtI+Y7BVFjsLLamHSqNjpLRs/SkJkSur/ZaZEBlT5ORFGQER087faPPUsZPdZq/WfnSX3e9WhYygG9Zw5n4uszm8+cWWtEhYndOZH1c22eHSMzqADgi37B+KlrjVx/mdHz3z4r9oVF1BH+IGVyxKmcOBehlRCV3ugMk+14Yn8cZYaRIr0e+cHqYcxmOIVlhirLsWuZNYuqAmjdtq0+NgGxcYV1b/gp06ysNOMPqvRk849EOm+4KzrWu6j7K8RprsnCqVKJOXPNnM02K6FY9ZzOrDfEoC9WXzPV48XpzD1zu9RlahUjTMam3Iws07bcjNlMWh1HjPzErH8M3bTOF/sFIMkuHDt+Av96/wM8+YufsdeLm6UOBIP46a+fwet/fAGyLOufM2eYqYd1t4UxHi8yUXMEImqhHXv24r5Hf40BffvgivGX6g/8ZCYeANoPGAoAOLl9U6T/Rcdw7GQRXvznPDxz5y3ITE/T+6n4vPp6YW/E5FiqSMPBonL8fWk+5t42C1kpboPJn56vnTpOhcXF+N2rf8P5Pbpj7pxZXPsWDofx2Isv4Xe/fAQtEr1MofLGA8C6LdtwpOA4bp5i7V7/8JwZACIP78+89g+88NMfW9bPoV5S/OGtd/HAjBsND7PxJnstosdQUxWs3LAZXr8fU8ZczJyVn3vjVTivQzu9jZo6H/747nw8ffetpvoLVuWjX7dOgKYaMhn85p//xm/umcU0gv1283aMveiCaD8j9/87C5ZiRL/e6N+9s34f7Dx4FHuPHscd0yYbZvYBYN+RAnyzdj3m3jAVmq+W2m/yWzfWz+R2XbDrwCF8uPg7vPDEowBi14ISvU6B2L1w5OhR3PKjBzFkwAWmvgsEjYGI4RcIBAKBQCAQ6Lzx9ju4e86tXHX9gQBef+tt3H3rTO6Z8aaioqoK365ZhztuuQk/uet2TL1svO063ro67D54GH96+3389uEfITPdWtWwv6QKP39vAT7bsBNP3zgRfTnTzj378ms4eLQA06dN4aoPAK++8z5uvXZa4od9Bp8vWY6rxl9qWy8tOtv9xbcrMXXsaO72VVVFdW0d98w1ACxbvwnjhw5K+HnvrsZUeQtX5WPKKLYh32/f/o9p2Q/HTqBLu9YJs76s3rYboy7so/+/1ufHwRNF6B+Xou+lDz+FqmnQGC893/5yEWZfYX89AUBBYRH+Pv8TPPPzR2zr+vx+/OeLBbhn5nT85M7buNoXCJxy1szwNyfIjBaZ9WTNKuVkNI65x6Zd+wAArTOFWYhAILAnPpyIngnOzuM3cOKhoB4pCQUCwenl2PETSEpKQrs2fO7qL//t71ixdh1+dPvsBm237MghALFZT5Zs35OZbdlGdsuWeOCOOaZZ73iOrlwEAHBn5eGx517AyRMF+OezTyDZ40Go2ux/RKjyBfDkwnXo1akd7p90MVI9bIl6PGUVFbhp6hUYM2wIZBffT+/8zVuhaRqGXzSAqz4AlJRXIC01VX+Yt0PTNKzetBV/fsz+wZSwbd9+DOjVk7u+1+eHJEu2IQM0G3bvxY0TzC8hVFVFv+5dMOvycYbl85euxI+uY79IWbdzL1I8boMC6IPF32HmJPNLkfSUZDx110xTqMK2Hw6iS7u2aGHzMggAKmq8eGH+fPz24blI9tinbExNScHP77/Htp5A0BDOmgd+EvtFx6oSPNRNzrLFYMn7eOSItOwxFJWjBhkSfBbEqAqIyQwNbccZE9ESdCILJgZYAHCkrMrUhp8hnyXHIkTlJj1YFulLNvUF0SYzMqiRlxVuKus2OTbsN/mxdhsjJXa8tL8+0OtamZ9ZbYNXil8fGb9Tgz7e8JFQVBrnDdLnJLItWubdMjXyJZxNfcGRUI4UT5JhPRp6X4m8vD75ws92SNgNABTuOwDAaJpIYJ1X1vVKjjVdn3VPxmTWDQmzIOeVvoaif9uEGpJ6xdUxOSwZ6/yB2MrEwI++xnIyyFgUWRaojL2kSM6KeKTQebN1Sb9NbvbGxM6MT6/HOq/UMp7+0eEbVvdYfQz69O8aZlhA497PLCPDIPmioL46yeesEAQydtEGfazvSZXxoEfa4Q03OBdo1TEyO02k7VXVNbj21jl4+bfPMR+4WYZza7/fgIfuu0cPowT4DfoUv9/y83jCdd5o+7F7iNcEUI2GAalUONB3Cz/H8aOH8aPp18KlhqEEFD00wJUekbCndo493CoBFe89MBMtWjPc8GkjNxLSEJX257Zug7G5DP+UBC8mKqur8e4nn+HlZ34N+ncVOa6J8tp/tPAb3HTlJG7Dv8179mFw/76Qk2KPA4naJixenY/Z066wrE+bJi5Zux6XDRuk76NlfQB7jxTgvE4dIGkqoBk/C4VCeHHuHMMYWl5RDagastPTYvJ6ive/+Q4ed1Jk+5KEWn8QRwqLcc80Y8iDpml45u6ZSE92Q1MVqFQox7tfLsKTt93MNF4kf8vJmfAFAnj+jffxuxdeRNs2baCGYk8d+ousxvhxLBA4REj6BQKBQCAQCATYs38/MtLT0Yfh+M4iGAzi6V/+HBPH2kvImyPdO7XHu7/9FS6+sJ+lAR2hXVYL7ln9+qJpGn77yut4dO59SErin5dTFAU/HDmKXt27cq/z8aJluG4yn0yd9K2orBytc6yVFjRrt+3CxRf25a7/6fI1uObSkczPPG43suNCCeYvW4mbGGoAQk5mCzx9xy36+X3vm+W4dfI4Uz1JkkxtA8CGPfvRt2snpNkoFMKKgqf/9jZ+PP1atOVUxwgEp4qzZoa/tDji3NoYBlUCgUDQWFSUlJzuLggEAgET4pBPCAZDmP/mG9wu8h6PBwMv6N8UXTsl8OZ9P1VUVlfjtbfmYdTQwejU3j5rAc2K7zfhkqGDuesXl5UjPTUFGQ4yMew7fBS9OD0LAKCssgpZLdKRxDBvZBEIhlBdV4e87JZcKfeC4TCOFJbgvI7tE9Z5+Oar0SItFVAVVHvrcLykHL27dOTqj6ZpmL90JZ6729pkMawoeHHe+7h50jj07NSBq22B4FRy1jzwE4IKLd8mb2vNLvW0fJHIYK2ce+2MaEhsEMslOF7SmZmTY4ijZckwiQO2EpVjBykJlD/qqk7LElPd5lNJltEhA8TtOist1VA3Oy8PJ0/EvviJE3dain38USJc+nG1HrStZMs6DKd/XrmpwaWe26XbmWyWtw1e+T7PNmyzBDDks6nJRD4da5+EodDHqdofCRfxUbLpeOjrmoSKkBAAARuZUwZOsMo0wXLkZzq+M/KV219f5NqKjpe0+310LFINru7RcYoKaSJhQ/RYSzJC0O25ZNb4EPs8MycXJZSkP0zJLPXaRNJNhS+Q4xMKN41UvXEys/DBkvEbpfrmYx37zEbSb+Hcb4Wtk7/FJabQ38kkRMUq0wF1qDOi32F217BV6Avre1oQYcyIYZBcskFGzSuZpx35dUm7zbpEmm+sFznHxOkeAFrmRUKjrNLyGaTiitkHgMirWftGL3NF86QTOb47KybFbzkwlq6tw5BRAIDCXVsim6yLjU1ycqph/yLbN3XZ9FD71bLlmP/FAnx987+Y8nF9GXWsyX5/tWI1nn3kAWNoAdV2/LoffrUY06dezugU6Zv5Hvt65RpcM+ESZnXDOYn+vWBVPq4cPdzQT2aYQXTZ4vwNmDh0IBB194+sl/he/2r197hixGBDG/F9ykxJghbN5DVv0beYNekSU11mn2QXVm3bjWH9eyM1Lnafrl9ZVYtbn30J91w3FRed3wOaosBfcgIA+9wJBKcDMR0uEAgEAoFAIBCcZvYfOoLP3noD7Vo7M1A9UVSMnKwsLpM4IJKD/tjJIvTozDfTTThWWIzO7Rj+BQnYsf8QLujZnbv+ys07MGZAP666mqZh5dZdGE2571tR5a1DUXkVenVKrAaIb//Tletw3Vh2eAHh30tWoH1uKwzqcz5XuwLB6UBMxwkEAoFAIBAIBKeZX/74PrjroR6a/+XXuNlqtj6Or1eswRWXjHK0jaMnC9GpbWv7iqR+YTE6tsnj8kYAgKNFJWifmwMXZ2jupr0HMLhXD+5UkO8u+g6zJ/N7TSzdsBWXDuwHt42PwvC+5+PeqycjKY0/TaFAcKo5ax74PUyJnlGWCsRkgLR8kEgTGzt/LC0lzMzJMXwW/3/AmC5LUYjMOtJGCiXZJ7JEX5C2yU4sFaJlxCnuiFTOHwqjXVx8GP1/0peghVsr06XacAyjMlNanq8mPsYmGX8j0RD5rpVslLddOxm/U2d/WyltXBtBSkZW7Y/I2ujrKTst6tKfHgvzSI5+4SpRN2OWLJOWW5LP/RYhAOcqIeoe4nUHt3ITZ7v5m+XL7OtKZbZhHp+MbtLVVHq9WAiIZlpG76t+/YXp/WeFFESunczUmCFStS+Ajh1jcZB5PXrpf5ce2h9Zi3YEJ/tjc0+S0Iggpa0l/bS6Tw1jXQO+JhojlCAmwVcZy/jCF+yc+1n1LPvE2gYsjqfhO8FcPyPZ+NOE/n7PjIaZGe4ri+wrNPeKbP0AACAASURBVHroy2nOFd+cIDJr2R0zonMqPWY58vOGAbDk2uS7RVMVPQMTgUj7aYqrKvT6pr7xhiPQ9aLbJ8vSuhgNDNv2Hcj8P5H20+s6PZYet9vg7M5DWNNQUFSMrh2tY8dJn6qqq7E8fwP+8MuH9M/snPkBYNGqdZg8eoSpPu3IT/PFd2tw1ejhZil/gmPyv2/X4LpxI/nc7FUFn65Yi8dmXa/L9Wni96eytg4lldXo0TaP6/gqqoqFa7/H7++7FeHaan15UkbE80H2xH4vDR0UOf9SUuw3Ubi6wtRmLHND7F4j69C/pwSCpkB86wkEAoFAIBAIBGcgz/7ldYy46ELu+i+/8wEKiorhJCPwrv0HsX77LnRswxdqoGkaDp8oRNf2fPL/sKLgZFk5OnG2X1BcilaZLWyd8wnvLl6B2ZPG2FeM8lX+FkweOlC8HBScNYgrWSAQCAQCgUAgOMPQNA3zv/gKLVu04F6nqLQcv7hrDpKS+M0rDxacwL7DR7jrr922E/16dOWuv3LLToweyBe7DwAfLluNWyxS8dFU1NSiosaL7u34UuV5fX4s37oTE4fwv0QRCJo7Z42knyXfN/6dGKazNcerT6arsI1U1ilEtknLF4mUn5agEtdho3N/RDYU77Sf25o/Bosp2+ckJp+kj2XUTdtOemt6q0rJVzkVcrxu+nxtOZfisiTCvPJ9XimtZRsM5253VKqf6o590ZPrhA5pIdKzpNQMU7/1a5GS27kh3K8TQR8TkjGDPl8xibyzdu1CkFgzEyRER1EUR+MAC6MjvxJtn3F909eyhZt8WW0dBvS2z/1NpPxGCSTJvkKNE8z7yhzSoDDkpbHQA8ZnFmMia7/swgEsVasNCkfSEvaJd8xxOjZxj5O0mXq0PTqlbqcs47hDny+SfcawLZkhC4d5LNIz8YhxSkeOk6/TNLaruFV7Rjf7IFp15E/9RkIK6DGByLZJWBoAXfpNy71Z4Qg60evOX3gMXcdfZdsPmZJ0sxz2gcYPeavxenHvzJsw+dLRXLJ8ALhvxg3of14P7m1oqgJFCeMPP3sAaR4PNEWxvTYe+dPr+NGNVzGd++PbBoDF+Zvw5B3ToamKWcqvGsMHvD4/qmu9aJ2ZbpTnJ+jTO4u+w+zLRlmm+aP7ef//vYn+XTtC9UeyLtDn1Z0VUSDQsnwCLeln3Vd6ZgX6mhDO/YJThJjhFwgEAoFAIBAYqPP57CtR1HrNKTOtqKquRqiJfV9qHPbJHwjoHkpNhbeuznF9LcGLtpTkZDx0x2zDMk3TLM8d62G/xmvdpwkjhmBo/5gbfm2dL2GfAKBdbivcQKXvC4XDCATZ57qksgqZ6alI9hgfor1+P7P+Jyvzce3ooablXp+5fll1LWrqfOja1hwqEAiFEAyHDctCYQWlVTWYOf5i5raramqZyxPh8/stj1M8O/f94Kh9gYCXs+aBPzMnF5k5uVDDQb2EfbUI+2ojbwyjxSVL0SLrhYVLkmyLob7elhZX+FFUVS91/iDq/EF4A5FCk52eiuz0VGSlpegl1ZMUKW63XtxJLriTXJb9tu2TpnEVy+MmS6bjLsuSqdidk9g25IQmTfQxjC3TGlzsUDXNVOi+xEritlnHkxfjMY4UT5ILniQXUt1JeslOS0F2WgoyU5P1Qo6/PxjSC7nuqn1+VPv8+v/pa1GWZb2QfocURS+CCNl5eXpJT/YgPdmDYFjRC4F17fKSePyp/3hEo6qaXsh1a3euyf4Z1mVc37z3PUF2e0wGR0FFQVBRoKqqXqyOJX2syf3K+pwF617TP7P5nqgvhvGW9N2wjFEYx5o1nvG0Ybsti/pBVdVLXVgxlYCiIqAYx8aMZDcykt36uOVxyXqxgnw3uCRZH/9o9PGqEdVfZzot81qjZV5rJKWl60UNhaCGQnjmDy+Z6pPfUvGcLCzCo0/9Boqq2RrlSbILkuzC9l17UOcPcBvr2aGGgrES8KGitBhPvvRKZBZVVfTtSi6qJLkhJbkjs/myjDc/+QKHi4ohud1wpWXohQe63UQsX7MWcx/9Ffy+uoSzu6SfhN++8jdUVFYwj7vH7TapvTbu2IVPFi3h6jMAHDtZiD+//X5sgaoCqhr77awohpl9TVXw7N/fgZ/8HogeX02JFCUUwu/m3h4xB45+9uXKtVi3cw8AGH6TA8DcP/wN/bp2hqaokdl9VUFJeQVenv95pF2qhEMh7Dh4FAO6dYxtNxyEGgrgqXkfIxQKGuq/801kdl+La0dTFbyzaAX2F5w0LKusrcVr989A28x0fX8ktweS24OP12zCt1t3IikzG3Jyql6kJA+kJI/+3SS7Pfo5fOqlvwCyHL3WIvVIv6Eqkdl+OfKZAhnVXmcv2QQCXs6aB36BQCAQCAQCQePgZGbyX+9/gD0/7EM4zP+yd8zIi5HVsmV9usbFH9+ch4dvn8VdX1VVHDx2HD27dG6yPq3fvBWqqtqmeiMcOHIULTMzkO3gOC38dgWmjONPP/eXeR/igVk3c9ffvOcHnNe5I1ITGObJsozzO3fU/69pGlZu3olLBvY31fUHgzhw/CT6dutkWP7B4hWYMdFssrd8yy5cOqCvafmqnfswoncPJFEvWw4XlqDOH0Tn1oysWHU+HCstR5/O7Q3LczMzmPU37TuIw4XFuOFK/tSHmqZBVVXuDGBJSUkYOXQId/sCgRPEA79AIBAIBAKBoN6UVVTgj88/hxRO1/SmZuX3m9C1Q3t0jks/bEX+1h0YMcD8UNqYtEhPx6vPPwMXp4/Em//+CHdNv4G7/WAohNq6OmS3zOSqv3j1Ogzp34e7PgD8+6slmHnlRO76K7bswOiB/SAxFE+VNV68OPc2dKMM9Wp9fpRWVaNrW6PPzIHjhfhmwzZMHHyBYbmmafh87WZMu3iQYdmsF99Az/Zso753l6zG7AmjuPp/sqwCHy5bg4dumMJVn3Do6DF06tDevqJAcAo4i0z7ItA5W6vLSrnWYUlJ4yV/tjLrBPmtnWAwV4tKEd0MF1VWrnNiDEZLGGNGfvXvE69BFfmbVd/4dpMc18Z918RrhmeVa7uxt2/VD6fYSYOtzMLoayJe4goA/lAkhs1j+AFivJ5Z+eBDjJkcIZW1pnXbSIqik5WxOL36Gh3WRy5eX4m5jxpziISfHleCDmb14vshO+yTxBrPoiZP9bnXyPZZYwO57u3aZd0fsa411Zijmf62M96z+rwxTPtY9cI22yfXAm0kSs4JOa6se8QYShG5JlI85p80VudGEIM2yTtRVhz5QzPnQk8kv3/gnrvRvXssNtzK1I3+jPyd5E533GdCuM5raMtb58NHi5biL795EvTpVwOJ5dKSy4UFK9bg8fvu0PeRNmvjwWDQFv07/jjcNfMWuF3ma5JluLfv4GHktsp2NLu/In8DLh1ujm9n4fP78cWyFfi/J34G3hx9G3ftRZ/uXZDqSdJDEkjfE53zL1etx/P3zdE/p6+p1i3SMWFgP0N4w0fLVuHGsRfHDPmin32Tvxl7jx1HIBCAi7rXV+3Yh5F9exp+L58sr0L3dnmYdvFFpv6UV1ejtKoGPdrlGk3/4pBcLviCQfzhPwvw9F0z4ElLZ55XpkGf24MnX/oLunTsqJv06es0UgiLQOAEMcMvEAgEAoFAINCprqmFoigIBBM/ENF07dzJvtIp4v/emoef3DGHexYdAKpqauBOciE9LbUJewa43fzzbG/N/y/uuJl/dh8Alq7Jx4SRI7jqvv7BR7h3+vXcknMA+PDrpbjl8su462/bfwi9u3aCJ8F+x8/6B8Nh7D56HBd0N4dV1Ph8eOm+WUinVCSapuHzdZsxdbjxwV5VVfz1gTlITTa/tHln8WrMuWykbd81TcPv/7MQc6+fgqwM5y+kUpKTcfPVUx2vJxA0BeKBvxlQXFiI4sLC090NgUAgMHDyxEmcPHHydHdDIBCcYhYt/w4LFi91FMd/Kik9tF8vNBu370SL9DT06tHdUXufLfkO0yaMbcQeNoz8zVvRJi/XkdS+xuuF252EFMZDbjz7jxxDIBhCPwfp+dZv34ULzuvO1T7hP0tW4uYJ5lj8RCxcuxFTRgxifnbXFePQvZ1R5r9i+16M7HueSQ3bMa8VMlJTTG2UVFajLhBElza5tn15a9FKXHpBb5zXqX6y/Dtm3IwB/cx+AwLB6eCsk/TzQ3+JmeVVsTzMUWmzjeyUlrdm5pgNP3iopNw5yXa9gYiUNoV6O9qxFZF3Ubm8GcmcY31y/oUdn8OdVwoc79gfv66V4JslvXQqh6XrsyS6LMl5fUMe7OTrTvtOHyceGSrdPuv8xOSwsmkZneWANQkSy/9NpNKM/jKOW0PCR84lTtdxcskSMnPsf+jEU+2PzfLpEnA1JvNvn2V2sT5WUWPRj4bsP7nWqXu9iUNJWPcjvQ+sfPGxZbF1FYVvTFDjxg5D1hFeST1Dqt9U8n1CQDH3kz12xP5Oih4f2oGfjN0sKT8JS6pvKAzdNwEbSXZh1PBhmDzuUqQk88fk2+VmZ0Fk82oohJwu3RyvDwCh6nIAwLqNm/Dupwvw0uOPIFQZCen05MUe1jxZkbHPX3TM1MaW3Xtx6zXRGO16Sq5pSbflsWDkYafr13rrcPP9P8EbLzxrWpUl/SdZARatXIMrxl0CyeVi1tPb0DS89t58PPPg/bF6HGPo/K+X4vm5t/PljlcVHC0sRqvMdKSneKJu/6r+malPaiTLyqptu/Hi3bdE+hV3bLLSU4zhIJqGL/O34Hd33GhqjxV6oqkK3l68CrdNtI/dX75tLyC7MH7whRFn/ThY4R7x2RlGDR3Cd6xQv3tHIHCC+HUuEAgEAoFAINDp0LYt5t552+nuhiNeeONfaJGeyu2AT9jxwwH07dmdaSp3Oth78CAuHzsGE0bxSfMB4PCx41i1YRNGXDTAtu4Xy1Zg7IghyHQgU1+7dQcG9e2FZA//7P57X3+LGZPGctdfsW03xlzYh/s8fLdtD0b3O9/gzG/FibJKaJqG9jnZlvUOnCzG8u17cdcVY7naFQjOBMQDv0AgEAgEAoHAwHnd6jfjfjooq6jEgD7n49mH5jp+cP/fN8tw7aTxTdQz52S3bImXn/mVIw+CNZs24/st21FdU2tZb3n+Bny77ntMG8+ftk/TNHz0zTLcMGkc9zrlVTUIKwratMriXuer/M24YrjZZC9Rnxas34opw+1fcBDeWbwSt01KHF6gaRoqar14fcFy/PLGy5vNCyCBoDE4hyX9NCx5H3EJPl3S28h222W10Je1i0svQ2ch8Fh+MdTDzZuENETlXnZSfaZElBEOEDOHoaSfukSY2kachJY+D6pD6ZO9g39iKVt8aEfibTiU79tIhM3ts0IR+MJM6HZpKX88Mu16zdEXuk/xEmSBNXSIDksO3hhojSBzL6utAxALLQJoqXas/R+KKzBpqPGH156iLQCAVMZsm+HaaQR5tazfp6dOFmk3JvCOHZbbsHLVZ7jf2y2Lb8NuW7wQKb8xfCBxuy7qO4mZ2SXOpd+wbgNc98m2hKTfGtntBhCTGSdy5idYycdZ6xrczF31G/eC1RX632rAh7QkGU/ddwegqdBCKhC9/4Jlheg6/irDuocO74m1Awl1Ph9ysvid8BNR332Jp3vUAJFX5q0pCurqfPj94z9HVnzMf1z4wO9efxOjBg+0bi/OfX/15q0Y2q93JOwm7jNDP6n+vv/1MsyYeIkxy0MCKT8AbNl3EP06d0CSBGaYQzzLt+/FJRf0htttrTggbRwpLkVykgt5menG65UanzcfOIqnP/gCf/nRTKSlpkJiuO8T4uX7JqyyVFjcLwJBU8E9OkmS5JIkabMkSV9G//++JEl7JUnaIUnSW5IkuaPLJUmS/iJJ0n5JkrZJksR23xAIBIJGQIxNAoGgOSLGplNHssfteB1N0/Dqu/MxeYy9Y3tz56oJYzF6qPVlU1pRiUuHD8ET99/JPXutqio+XvwdrpvArwjwBQI4XlqOHh3b2VeO8t/v1uG6S4Zz1dU0DV+t34orh1u/uKB5Z/EqzJk42rLO/JUbMKJXN7TJbvjLH4GgueFkhv9BALsBkNeH7wOYFf37AwB3AXgdwBUAzouW4dFlfHfxOUR9XPlLiyO5cctqIjln6dl/geAcRoxNjUx9xqeKkhJ4A3wpvASCcwQxNjUyZUcO1XudkLfKsNwXCODV9+bjn799qlH6djppndPKtk6L9DQ8fv9djgzifv7SX5Gd2SJhWj0WH3+7BteP43+JcuhkEVpntzSk27Pi2627ccmFvblj9/efKEJ2RjpatUjsWRBSFNw8ZggG9egMye385ZFA0NzhuoMlSeoIYAqA5wE8AgCapi2kPl8PoGP0v1cDmKdFcrmskyQpS5KkdpqmnfLcTkTSyhrc7CRq0imU8lf7AqZlRKIfn2qEptLr1//OSmfljo3IFhsi7WVJIJ3KIRtDPmknaWc5QfO3rZnas9ouC16ZKZH5yrxv1x06ctP9IO78rL7JNv1tiAz5VHKmjk10CI7TR2RyPg33FcMRvjEor/ObtkXGhMy0WMqjnq0T/9gMUvJFDyL77XHX32E9BpX9w+H1anTTN38/mLK0MNz37YiFvnDew4wxNj5bSkNpTCk7u7/W2yLXTjJD+swK6SLLUj1Jpnr0JcQKKdLrUd+hp1LKf6aOTQDgSo78nlACPpuaibH7jUVQw0q9YqVDlSVUI9ELjw5fS4tkDklr19W8zVBk1C0rK8Psq6/E+KEXGWTWUvRyc+qcLjPk5cw2bH6T1tex3U4q7sRwDwBUJYz87Tvx8i9+YtqGoY/U32FFwZZ9BzBjokWsfNz+fbBkFe6dOsFUTz8m9LHRNHy9YQdeuGeG4XwzOq9v693Fq/DwdZOZGQlIX9xuNwad1zWyuTgHfrq/RMpvuF44Xzywzo9w5xecKnifav8PwC/ACHaOStJuBfB1dFEHAHTOk4LosnOG6rJSvTRHqsvKUF1Wdrq7IRA0BmJsckhzvv9J35pr/wQCB5zxY1Ot1+uovj8QgD9gnsBIRDAYxJLly/X/Vxad1AsLTdNQ6mBsCIXDWLlmbcLPM9JS8cS9txuWhRUFfoZSqfTQfr00FMfH1R9AOMz/YKhpGrx1zl7WVFab06hWVNfgxQfvw6A+55s+q/bWQWO8QPsmfxMmDR9keokTCivwB83HtbiyCrIsIyfTrFj1+vymZUs378ClA/oyPW+8Pr+pT3uOnUS7nCy0ZEyKBUNhhBwcVwC2pojxlFdW2VdC5JxpmoZtu/c6al8g4MX2gV+SpKkAijVN25igyl8BrNA0bSVZhVHHNCpIknSPJEkbJEnaUFJSwlil4WiqEsntGQpaFlLPWFRHpSG4ZAkuWYLH5dKLO8llmJlQVVUvqW43Ut1uyLKkl6CiGGbSgMgMh6JqCGnQC+9b98ycHGTm5MAly5EiSZbFKbIs64XsP114IPvn1DCvKdGPF1XcLpdeZEmCLDnfVzs8SS54klxIcSfphSxzSbJeyPXSkP1h4bTdxuBMHpvSUjx6Ifc8i/jzJssS9zUvyTKj8N3/pTV1KK2pQ0hREVJUw71Orq/MFI9eQoqCkKKgss6vF7JfiqbphUUwrCAYVtA5h8/NmYxNiqrqhYwlLBRN1Qs5njSNcR/GxqJYnxoTeqzTC3VcWcsadfuaZiphNVYUNTK7z+oTjUuOFF7IueEd61n16O9OUpqaphqbom03+fjkSk6BKzkFL7z8GqprvQl+I8UKEHlgufehn+LRp34T+T/1mWnHop+5k1yYcMkYaKoCV0oKsy5h+/btmDNnDtatXoVgdQW0UEgvkGVAliEnp+pFSk7Dvz7+AmvWrkHYXwcl4INS54VS54UrORWu5FS0ysmD2yUb+rnzh4P4dPFSABEzQDXgQ0pee67jltWmnV5kt8c04y/JLmiQ8PgLf+Rqj/DuJ5/hwKHD3GZvG7bvxKffRPYBqhIrCcjftgNvf/qlaXmrlpkYObC/aXlYUfDkG/MQDIUNyzfv+QGL8zdh/OALTOt8unIdNu07CCByHEj5YMkqzLxsDCSXSy+QXajyBfDn/y0yzO6rqopF67fgiqEXGPcrWl7892cIhYKAqkANB6GGg3hv6RrMvHRY5NipKqCq+vX35fqt2Hr4BCTZpZ8v2e2BFC3x7DhwGO989HHC4xjPDwcP44VX/gpNUUwmh6T4AwE8/edX8cizL+Cnz76Ajdt3cLcvEDiB56t3FIBpkiQdBvAhgPGSJL0HAJIkPQUgD1G5WpQCAJ2o/3cEcCK+UU3T/q5p2hBN04bk5eXVs/sCgeAcRoxNAoGgOdIkYxNwasenKydOwMLow68dkiThpmuvRmqq9YM7az0ennrqKRQUFGDUsCFc9WVZxv233Yqf/fhHjkIGWqSnodZbx13fKY8//wLS09IcrXPgyDH06NLJvmKUhd+uwJTxl3DVLS4rx7+/XIQfz7yJu/13FyzGjRPGmIwSl2/egaNFJQgEQ4blobCC/J37cHG/XobltXU+VNTUonObXNM2Pl31Pa4dPdSwbOmmHRiXYHa/1ueHx50ED5UVZtuhY+jRNi+hN8CGA0cwuGcX652lmLdwCe68xf44aZqG8soq/OmNN/H0Iz9JWM8fCOC1d95HSVkZLhk+BC89+Rhuv+l67v4IBE6wfeDXNO0xTdM6aprWFcB0AMs0TZslSdJdACYDuEXTNPqV+ecAZkddZ0cAqDpdcWjNgaqSYlSVFOv/Lyg4joKC46exRwLB2YEYmxpGvHyejE1ifBIIGsbZMjaNGDIY6zYkEimYuXLiZbhi4mWNsu2KEwWoOFEAANixdiUmjh6Jf7/xmuOHZae0SE9DTa0zyb0Ttu7ajYmXWLvFx6NqKlycceLBUAhenw9ZmZm2dUPhMH77xr/wq/vv5DbAO1ZUgiMnizFqQD/TZ5qm4m+/mIu0uAfsL9d8j6mjhhhevNT6/Ji/bDVuGms299M0DbuOHEe/rrGXHKqqYtGGrZg89EJmv5Zt3okJFxn79OHyfNx86VBm/eNllWiX3ZJbmbhqyw4M6tUTaaksvywji1eswj2/eBxPPvITpFooV1KSk/HTe+7Aa889hWsnT+Tqh0BQX5y49MfzNwBHAKyN3sSfaJr2GwALAVwJYD+AOgC3J2yhiclqE0kJQj9wE7MWppGfq/6mKU6NAUtrYm+QiSERPfCQPN1yVNUnUQ6pLOkqS1ZPZKpqbSzmKGzQU+Yk7F88LNMu1vYbW0oak9rS/Y4aaWl0PxLn4WYZbjk12eOF14yPJU1lGfSxzQrNxn9sw8GokR91GbJygxPDK/r6s9pvq/zip1rWn4BmPzbltm6t/00c8ZVA7HjySPZpaXLsxyB9/DXTMpYJHQt/VKpJ7usUavzJSI7M6niokCN/MGxoHwBSop/Ty8j14WHouiu9xpjTTJvhyW6sIftIG7qR7bPHDkoGHtd2fST6VufwVIQhNWQbVsc2HG03qLBM+xIb9cX/Hb+MHsPI9ZeebJbV6t9rDdi/UyHrT0CzH5sAILt9xEuwTAkjNT0di75dgcsnjANg89tIVTFmeEQ+rZub0YZncuJl4brYQ7Yr2fiQ1KZ1a9xw9VUAgEB1eWQhNYbJUZNBYjZIt6sEzHHgMtU++U1I+tuiRQZq/X7Ibo/ez7DPWdw2vf145tx8I8aPuthcP8EDd1lFJVplZZnN4hKchxXr1uPSYYMtJfyEl956D7OvnoLc7CyDkV0iNE3DKx/+D4/dPoP5+X3XXonUuHtWUVWs2rYLf5x7O0C94/p+z37848slmDLiIlM763b/gOF9esYWqAqWbNiOCQNjs/vx1+H6PQfw1KxpUMOR87l+9wH069weqUlJ+r6RdSTZhQUbd2LqsAG6I7/BNDF6jElIhgYJH3+7Gn986F79emEZNBLenv8xenbtgiyGL4FpW8K0T3CKcPTAr2nacgDLo38z1426zM5taMcEAoGAFzE2CQSC5siZPDZJkgRNUzH/f5/pD/xnOynJyfD7+Y0HnXLz1VcBSsi+YpQtO3fjon59uOsvXZOPp35yv229BctXol1eLgb1683d9ufLV2PMoAuQnZnBfFCNf9gHgK/WbcQVxMSPekd3pLAYd029DG1amb1bvsrfgsdmXKP//1BhMRZv2o4X75rO7FdlrRcZqcmxlwGaho9Xb8RvZl3NrK9pGo4Wl6MbI5SAVfepv72NK0YO41JBVNfU4ke3zcLoaOgJr++CQNDUnLrcc+c4h44cxaEjR093NwQCgcAEURkIBAIBzbNP/hqdOvCZ1jUFJ7dvOqXbkySJbaHYmO1z4vP7sfL7jRjQl++hvMbrRVJSElIYD940+48cxZpN23DrNVO4+1JeVY3VW7Zj6ugR3OuoqopvN23H+MFmGf6wPufhzinmVHxF5ZXITE81vDz46+dLUOvz/397dx4mR1nnAfz7dvdcmclkkkwymWRykQMSEkJIAuE+5L7lEBARUTwARXdVBBXdFXVFV931WkQQL1TkEkRQzgACSch9H5N7MpNkMjOZe6avd/+oo9/qfru6as6ezvfzPPUkXfV21VtV3e9Udf3e36vPYgnglVUbccGCRHLB3736LhbNnIL8PP0zzXW79+OEqd4Gwaipb8Bf33wXI0qKPZUvHV5i3+wTZZPehPTnnJ6Mq2mXN0N0hBJmFjYHJW5VhhZpN4d7KVEaMysbvxo2qw9lN1gZvZOz8hsSTaI1ekBeSea+XJmoWcRdw4IzhIXpQkXTZdc2Vpd+fY5s2wFNqL75Vq9j2feG11B+HS+h/OqxDmhCYHXnwlquhtnrQpPV0SCS3+uOvxf2Bet7r4ZDd0WMJ0AxMwQygJ6PW6+eczv0Wmk7rO9YS2fiqZZ1/ovN8P0ipW3KM8Px1e+fVU91H6z3RJTB2XVdf6zwfn17ll7c0VUg/edf9yxNRFya6QAAIABJREFUrbuuqe9Kyj6tGyM+E6tcOOYtfFw7lnwftF2Z1mF/JjTloi51UstrQ/nt7huJ4xWyulQo7aWue0e6dWWiftYTXY/S143ciUAQxcUl+Mrn704Jx/fbjTHde3TdLK0Qeml+d7obDtrLdKHUbuHV2u0r9dRd68m4hIzHUsZj9yNxTahbvzLPOp6a9i8SjeLRPz+JsxcvQmVFRdI6Uss/8LOHcfYp7jeb7R2d+PFjj+P7X7o74/Waes7/5/En8fmbr0PATIrnJRT9lffX4PyF81LaZxmPYdak8Y4Qf2v/n3zjXVx3lvmjgrmNcCSKb916DQKQ2s/fmurduOa0+ZCxGBpa2/CDp17CQ3febGfkT96ff6zehDsuPxciLy9xjpXzZH2eRF4ettUexEP3fQGL585Ku99W3R3dgl3mqbyOnEPUW7xiJyIiIiKtEo9PN6lvDS8uxmkL5uOcxSd7Kv/sy69jmEuSuFgshgd+/jD+/WM3Y5iP0RTeXrUOx0wYjwljvY8KIaXEy8tW48KTU/vopxOJxrD/cCOmjHNu5+s3X4nyNP3h65tbMWp4if2jwtaag7jnuotx+uzp2vLhSBSd4TBGFHtL/nj2/Lk4QzM0IdFQwxt+IiIiIiIAQhg3rINNCIH/uveLnroBdIfD+Ni1V+Lcxfqs9OFIBNfe9UXMnTkdx0z0Fs4OAB1dXXjqlSW45fKLPL8HAF5fuQ5nzZ/jK/HxkjUbce6Jqdn/093sA8DLKzfgooWJG/LjJ4/HLeelJkW0vLlhG86e6z1vgS4CkmgoOipC+mPdncr/jfB6NVTLDr3yGMavC9+3On2pYamRaGr4jpXZWpfNXA0jtUIOC8xwRyvsTa1nfsg5BmoyO8Oskv02kOf+nnS8Zql2hkpqMjJr1ucWcpoIBVO3b2XfzpSR38y0qv6x9Jl1v6957V7g5Y+k3xEE0r2np+GtbiMDkHe6kG9HdxUP7O+Q5nuqfr+sMHj1PFndjBzbNz8nRea/eUrYdZHZhgwrTLShVob9oKP7SPrRHxyZ2815YU176UYNE7XWF1e2ZS3vycgRdpthh4X3TeIl65h4bf/6mr19NRzfQyi/M3zfuS6Vev6tUP6Qev7N41qkXETrQvqTRwLJDyb+bll/Y/PyEuv1m7Gf7ZQ3cbNrkZX5HOibEGQ1tFkXom1tV2rC/a3tq2H8biH9MU2GfbV88nVEzYGDeOXtd3HhmafjXDObflyT6T8TYX6udRnZHfPsiuqPydSq8Y79t49dwNktIBAI4EufuEW7DcBI5heLx3DqSfMyhpmr837x52fwmeuvQjDpe6rbB+sbKaXEi++uwIN3fSxl3W7bemPNRnzrtg8lujm4dB+x3rdxz37cdNYi43U8jhGFBY5QfsdxCATw9qZqfOOj1yTma67/7cz95n1CX2XS195jWPVgtn7qZ0fFDT8RERERkZuqcRUYWz4axx+rDwnPVnmhEKTLj5ulJSV4+uc/Qn5enucb2A3VOxEIBDDrmMm+6vL2mo04be4shIJBOw9DJrvqDqFqzGgjE77H+tU2HMH4USM8J0JsbG3H8GGFyA/x1oeOPgzpP4odOVhnT0RE2aSpvh5N9fWDXQ0iOsp8+VMfx5hRo9IuP7yrGod3VQ9gjXrv9AUnIt9HhGc0FsPDTz2PO2+4xtd2pJR4/u2luPLMU3y97+m3l+Has/y95x8rN+DiBd7717+0Yj0uXTjX1zaIcsVR8TNXsKDI/n9ypln1/46QHpewtUQof+JXRSvMUA3j14X060J1rXJqX6E8sy5xACPHjHHclNtZbZVQKCtETRf6r2bpV0PzvLCPjSakzjGoqnYcm/Rhk7ps+rrQ496wtqGGb1qhun2dub+/RwIIOEKgNV0l7OzXSjZ/a54a+uwShq9bZoVFZ8qIntD783a06Qp7H5MZUMPB1XNtLtN8DnXtkDUKgHN9qduwRhDIV9omNZS/fOxYY301+wEATR2J0Ffrc6WO8FGUF3QsAxLdBVq6Em3T9LHpL7YtwQxPdeKa0USs/VLD/OOaz7/1/3gsdZnb90Vll1PqGXNpE/s6tN/v+lwz8sdT52nbIZEavq+bp4bx69skc4QZbbi//4z9qevgsw4vrL//ahdIXZi13zB/fYh2+vOlrl/bBdOcl1860vG+8qnTUb9jq/26q77W3FYs5b3q+qxQ/oB57RhtabSXDaualraeujo7rivN7Pxxpf31Hco9AKHf7d1h/OnvL+PGi89HYUG+r5D2pRu2YOGsGa5935O7EXR2h9HS1oGKESVAPOYplB8Adhyox8cvPEPblU33mdy0rw43f+A05+fJPD9C+YwH8otS3pu8/R6N6uX2PWG2fupn/KtHRERERA4tLa2+ynd2daE77P2hQlt7u6/yANDc6q9ObW1tiES8/6gajcbQ0dmZuWAPSSnR3tGBSNLQn266w2F0aXKtuG2jtb09c0FFc2si18Gjz/wNz73xNhYcf2za8i3t7drEhs8seRfXnHNayvxINIaOru6U+QDw0vI1uOTkeSnz1SGtk+06eBhTxo5OKZ8u2eKOunocUznGEf4fjkTR5fPz19Lm97j6+7weaWnxVZ7IK97wK2QslpiUXxlTCQAC4VjMniLR1MkSFAF70skLBZEXCqIwL2RPgPFkf+QYY3iSsopKewoWFCFYUAQRDNqTvS1zWbCgCLGuLsS6utBWs9OeuhoOoqvhIOKRsGNKZ8SYsRgxZiwCoXx7EoGg5tdTiXRP9GU8njKpggGBYEAgPxi0p0AgkPZJslXeOm55oSDygsakriMYCJiTSJkCwts02Kx6qHV3LR8Q9qRjHSfHZB5D65irU2K9qfP02/dWjhJKiwpQWlSgfF4DKecwHpf2pBOPx1Mmqx2KxeP2ZM0LK5O9DintyaqHZXhRoT0BxpN96+k+AFRVTUBV1QTE4tKerLaxKxK1J2uZtc+lRQX2MrVORzo67Skdq30cOWYMYlIiJqXj82dty+t3xytrXeq+9uX6vVK3b+2/Os+1nDL1haAQxhSAPYUCAqGASCwTAvnBAPKDSW1y0rL8YACdkRg6I7GUz6GxrfR/S6lvffuHP0K3j2Say1asxPMv/sPTDfbq9Rvw9e8+iIMHD9rXW+muu6xrjs3VO/HbJ5+GjMcc1y95JaXIKymFjMdQPnW6PQHA7sYWPPPqEpQfMzOxwngsdTLVHjqEXz/zN4RKShE5Uo/IkXrHtiJtLfbkZuT4KowcX+W4dgKMm/GrP/ZJvLX8fSOJciAIBILa6znLv5avwFtLl6UkO0x33Hbs3Yc/Pvd3z0/mDzU04ke//aP9euXGLbjn4zejwKULwAOP/CHlZvn9zdswd/oUI09ALG5EbZjH9x/vvY/lm7el1ikew9JN27B4ljNnQkd3GP/z7Mtpt68L5//hsy8jmhQpIvLyIPLy8MLKDbh88UnGtas5vb1xO97bVG18voIBe7LfG3Sel+5oDP/9y0cgo2HX82XvWjyOr/7XD1xHfFCvp9va2/G1734/bVmi3uBfTSIiIiJymDJpEn7wv//rufzIsjLc98B3UFNbm7Hs7594Erv37kP56Mzddyy/efIZ3HrdBz2XB4AzzjgDL7zwAn71q195Kj+xchxqavsvr1EgEMAHL7sEc2Z5HxpuWGEhOtM8HddZumYDFp94gufyv3ziGXzqQ8ZxjcZi+PqnP4azFs5PW/6dNRsw/9gZKCoocMx/8rV/4UPnnal9z9vrNuNMzXB4G3bvw5wpVSmJ915fswnnzZulXZeUEjX1jZg4JvHZae/qRl4opO1KEIvHUd/cispRZY75K7buwKLjvCdnXLVlG06ao69Tsu5wGM+/8houPvdsT0kFW1rbcM41N+C8M0/3XB8iP3jDT0REREQOZWUj8Mabb3kuP2fWcZg353g0Z+gKEIlEUFhYiMd/+XMUFRZ6WveW6p0YN3YMSktKPNcHAEKhEE4//XQ899xznsoLIVyfyPaFj95wHcaNHeO5fFFhIdp9dDPYWL0Ds6cf46nszn37UZCfhwlmfULBIGZOmZS2vJQST736Jq4//yzH/HfWbsRxk6tQWJA6ROK6HbsxZ+okbeTfX99ZiatOW5Ayf9nmHTjlOP0+bNt/EDOrxjnmLVm/DefMmaktv3zrTu262jq7MHxY+v76yd5btwmnevwhZeuOnfjytx/EcdO85Xx49qV/YOG8E3DeGandIYj6wlGRtE8dhz5qjsnqGMPVDLVS59kJV1wS9KmJzLyOU69LpGaF8AOwQ/j9EpqGNK+kFKWjR6N5WHGint3GHw23cWt19GF23n4vUstZ4fxqWH9ieeKPrJXoywoYcx5rr2PZW+csNWnXUGaPZe4Y3zr1XOTrful2uZDxnpiP+lJfjAmuW4f1WY9oxlnWUbuwxO3EbMbn4Eh7J6ZPzTw0U0lBIgT0YGvEUQ8A6DT7rXZGojh93mwAwNL1W4xyymezqT3Rd3Oqh7pbyeDUdeiSdiaP756JdUzUI+h2vrTnoQc3D4PdTrnVWZcs0YqC1SXoy8Q6T2oiv3DSZzYmE8fDauvU7i3pujBR79x0zQdRvb0aMWUceqFJpGgJBoP4v/9+EIcbm7TLrZB0IQS+87V7jZtr3dj0mkTKjz35NL569532tYuaZC3a0Y7KuSdptymEwP3334/HHnsMgfxCCCEQ7kj0V7cTvildG0fkBxAcMwGi6bA5J7Es2t6cdv91AmpYvHnPXjp8eEq55ER26rx/vvk23l6xCjdddpFrIjsRDEJKiXgsjlAoNUG1zsN/eRb3fvJWT/sCAP98732ct2g+8pSh7RqbW/DJ7/wPHrnvc9rtPfvWMvz7DVemzG9u7wAAjCge5nhfY2sbSouLjCH6dHVYuQEfOmuRY97ybbvw9RsvS8ww23oRCOLVNZvxxWsvcSRSbGhpxagRwxNJG5XPU3IiP+t1Q2s7xpSNgIzFHF1hreSOateQ6j37cONVl2f8u2nt94ITTsBHr7/W8xCDRH7xqp6IiIiIHIQQ+PIX7vb1nrFjxmD2sfonrZZQKOTrxqZ6126UjxqJstLSzIXTuO222zxvc+7MGVi5cmWPt9XXTltwIubOnOGp7K6aWkydOMFT2dWbtmDK+EqUlab+AKETjcXwj3eW47IzFzvmb99XiwsXL8DJx6ee9/ojLcjPy9M+SX/unRW4+vTUp/svvb8OF6UZPk9KiYPNrRg3coQ9r7WzCwV5IXt0K1W72RWiuNDZ/WD55mqcMsvbMQWMJIUlPqIBZh4zFd/68r95/szNOW4mb/apX/GGnwAADXt2oWHPrsGuBhGRQ11tHer6sU8tEaXnNeS+Pz365ydx+003DNj25s6c5umG/+CW9fbUn0498QRcef45nsouXbMOp8zLPDa9lBK/e/YFfOyayz3X49nX3sLV556REgE4esRwfP9zt2uHu3zyjXfxoXNTw9TbOruwYdc+zJkyMWXZht01mDulSluHDXv2Y+5k5w8aS9Zvxbkn6HMivLJqAy48KfV4rNq2E/NneokfM7y/fhNOmXu85/JzZx3LSEnKKkdFSH9eSeLXy6D5x8stMz2QGsqvhlhaoc+68M1MoYVWg6gmFvE7JrBVd8dYrubf5EAoNauqFcZv/N8IzVMzzIaKMveJGzEmkZG7paHBpWTimCRn40/7Du0YqsYxSQ7tN6Qe/8QxVNYVN+cF1PWnlnML0e3rTP1xj+G91naDmi4g9jwljF/XVSSxzNvni3+cBkeXGebuHOvdWUYNabY/13D/fqXL6J+O2gXEau/yXTIQ64wuGWb//3Cb2e4onytdN5OKUuM9exoSbVJTp/FUZnZluaftWl2hDh04YM8L2OH7yogpdpi/+/qCmve66YtuGUONGtlthe+HAqkh/Y6uR3bbpZmnaX+sUSRKNP2Cqf9Z4eh5JYkn627XTp7HI8/ACr2WAH735NPIy8vHaPMaxOpSECzw/rTVkl9mtCfhpvrUbSp1rxpfiT1LlqNgtBGG3lmz014WNq+dSqZ5u/kbOT5x43rYvP6yupYCSlcGzbGz6hSMBz0l4TtUfxjvr9uIay841xHmn7wtGY9hyfKVWHziXBRaifeU71/yVY+Mx9AdDuO9tRvxw3//TMp2p1sRBUp7KWNxhKNR7D1Uj2kTxqW857uPP4v2rm5IKSGEsOu291ADJo4ZbeZSsNZlrLextR3PvLsKn73iPMe63t++B9/48BXOfTD3+/2tu/DAbdcb15R2V90gusJRFBcN03dRSRqFqrWzCw898Vd8/Y6P2/PiynV1wO2zmDKiFdHg4BU+EREREWWdx/70F1RWVAzoNju7utHc3IxNW7cN6HZ7a/+hevx9yb+w78BB13KxWAzP/PM1XHvR+Z7X/Ye/v4KbL7vAV9j5y8tX46KT9dn+m9racdfVF6as7+/LVuOyU+Zp37PvcCP+tmwtmtsSN9vNHZ0oLizQ9vevazyCsSNHpPyYeNCc71VeMIT123dgpMeuD0TZiDf8RERERNQjn7/v65h96pk465Ir7HkH6+tx1U0fwU8ffgSf/fJX8Ns//RmfuPsL2Lxtu+f1hiMRXHr+ebjzto/2R7XTyssLYeXKlUPuhr+kqAi3fvByTJuoD4cHgI7OLjz7yhu44ryz7MR+mbR2dGD7nn1YMPtYX/V5e81GnGUmZ01211UXYfZkZz2llNh7qAGTx+oju7rCEXzm0nNwTGUiufUba7fgvHn6cP4Xlq3FFYtTf3BYtmk7TpntnmdCVZCfhztvuhaTx1d6fg9RtjkqQvpVVtiQLku9cITeOEP5e5Jp2aILx+4NK0SspeFwhpKGUVWJLKFHDhp9YdWRCxxZZD2wsoqqWVWFJmzJaxb/xHrj2v8DztBiK6BQDbftTVZrL+ekJyG7XsP3LQGXMFddRv6AI1Q2tZwbXQbt3nzGLfEcGAVhoKmjdFisUGY3mUL2Hd0ArHma92g/Y+b3WTemsZtK5YKo7ogxNFdLVyIEWLdfUycbQ0BtObgmpZ6HWhKhr5XjM28/U7cUa71qmxx3Cdu3jklcqus1jmtY0y/Aa2Z67baU93rrSNA3ouYxcc3Mrzms2mz9ujZMk7nfa1ujG2GiLzLyD/YoCEOFdZ3k6D6occPVV+DjH74Bd993vz1vw6bNuOyiC/HJW27GrXd+Dh+57lqUlpSgprYWx2mGjNOFVofy83HP3XchmFeglDOv4UL+u3mUTzXGXO88uM+eFzND9NUs+SEh8O1vfxvl5eWoOG4udu7akliJ2V50NyQ/RdcnmVMFC4y+l2o3S5mpfxHgDAu3rr80340xo0bicx8xcx1YIyIllXl35Wp8+xeP4J+//nnm7Zoe++uL+NhVl3guDwAbdu/DrKmTEFS6marf3LnTpxj1U9rfjXtqcHyavvsAMLWiHAtnTHHMW1m9B1eYEQGOLiUigF0HD2Pa+ER0iLV8zY7d+Mria4FAUBmRK/UYW8c9EAjgMzdcm35n3bp+eewWRtTf+ISfiIiIiHrk1EULUVbmDJHesGkzzj3zDEQiEYwsK0MgEMCWbdsxy2O2ecB/Nv++9KEPfQgLFqRmkM9mI4aXYHjxMNcy67Zux50fvh4V5aM9rfPwkWYcbmrGcR6GZVU9s+RdXKtJ1ufmpeVrcckifTg/AIwtK3X8WHukrQMlRQXa/B8vLl+LOWl+PAhHoijI9/egy295omxz1D3hP9oc2LQG+aUj7de6yAZVU22N/X812QwRUV/atWcvAKDM41BHaqb+SoZWEmW1XXv2YtrUKdi4aRNmTjOe6O/bX4uq8eMzjg2fDepWvYf8keWobzzkqbyVqb/iuMxP+gfTBWcsxpwZ0zyX/9WTf8Xt13rP5A8ADc0tyAsFUVo8zFsEA4wh/460dWB0aYnnz8drazfj/BP1XQZ++NRLuOX801Pm19Q3oGqstx87iHLJUXHDXzo60R+oqd7MzhpI7LodthlNhK35DUf3Sw19jvXwF2wr4z4ARDvbzXmd6YoDSISBWaFlQCJcz2tov5WxX5etX22o1eNp0YX+W+/RLdOtN888XPlK5uawuV+O42qGqgbi6vE191/Zli7M2Qr51Gb/19CO2ODzvAZdQvR1Gfl7ojchx14w079/VoZ5u21CIpu9FQKvRm9aofrqZyJ5WSaZRn2w6LobeDW2tBhAIuM+AITDRpswY+zIlPJFocS2ms1uANa/M8aO8rTN8rGJ0USsHwjUbgkRD10ldBzfZeu7qXznrRD1vugWAyijBGjCdvuLo0uBW3i/JiO/bh32vB60V3bov3mMw8pxyIcVZuttvWrXl77oDnA0KaswflhrrNljz7P+FieHpctIFFLG7fk//s63ACkxZ9YszJk1CwDwswe/k3Izp2aOT2aF7euy/wd7MVxg4ZhE/6DWJqNrpJp1vajKeUOsbl8ag6og2tJkzyuequ9Dnsx6iHJYuXZLdJFUtuE2EoLuGsqtnVC7SgI4/pgpzvWZ+6Zbx/76BsQlMHl84nh5uRn/y6tv4/rzzshYDoAdNr9swzacMmu6s24ZMtyv2bkP15yx0L5eV8vPnFiJj154lqM7hAgEsWzzDiyeOyvRhcRlG7rPnW6eNXKFI1v/EPhRi44uR8UNP/VMc73xy7Y6JB8R0WA7fMhom9QbfKJsIoS4FEC/hslNmjQJDz/8cJ+uc/v27di4cSOuuOIKXH/99Sgv9zY0JmD84B6NRhEKhVBxbOZh66pXvIdQKJQYGs6DxqYmjBqZ+oNhX5FSYu/+Wkya4CFpiKm+oQFjRhtPjet3bLXnj5mmT3LX3NKCEaWl2mU64UgE0WgUw4q8D0XY0taG0pLMQy6nK79jbw1+8ocn8PXPfFxfvr0dJUVFKT/yR6JR7Ko7iBkTxyfNjyEc7kZxof5cv7Z6I754/aWOec3tnRhRrN/nxtZ2jCgZ5th+a0cXigvzIYTAt269Tpu5f/3OPbj6XOPJfzgaRSwqMSxNnXSaW9swYrj343qkpQUjhg/33DWlo9P9oR1RTx11N/zW0wZngjjzSbBmDHuvT1p0fYh0rCcW6lOnmJQ9unBVQ+6tBH7dRxJP3a1f2tWQKm1yPfOXTjUxT2hYccbtO57ma36R1v0Sqnua7+XJvrN8+mOtPml3S8zktZxFPb+68onxvb094dM99fL6GdKV700ySHs9anRED59U9ncEwdEiz/zudIWNx0nq03frKb7Xp/n6RH2pSSBVhfnGn4ZILIax41LHUPaiqsoYm3lPQ7M9LxIztlt7JJGMz9rX4oJE+9tmRgLENcn7JozyNpyS1caqCT+7wu7Jx5LZ7b/maY3jO2eeCt33picJP/2yn4inpOjq3fr8lnd+rnqeQDSZmuzR2kYAifOaKYFlMr/le2gbgAP9uYHi4mIsXLiwT9c5YsQIDBs2DIsWLcKoUUZkjTrmvfW3WP2bb11jNLe0YsvWbZg9cwbqNq52lNe55z8ewF2334bJVVXu1wHm9dd776/Axu3V+Mztn0A8EnYkJPZDvRHvqNnhWBaNxfCb3/8Jo8pG4K477kQwGERI6RYZbki91vn1rx/D3ONm4owPXICyEe7dJnfs2IEPXPlBPPyzn2LRgpMS12mRRCLl5GOxe99+LFn2Pj510/Xadeqe0j/46B/wnX+70/F3PV0iPwD4zkOP4cEvfc5+/d7a9Vi7ZXtqabNuP/jdk7j3YzeiuMgZafHK8tW48JSTUtb/9tqNiEQiuOjkE1OWdXaHEZdx+8cAEQiiKxzB/zzzD3zzlg9qPxuvrdmMC06aC6Ek3vvxsy/gvhuvRH4ohIrRoxzHBgCkCCAWl8jPN87R2u3VOHCkFVedrc81oNvugw//Bt/94mcd86zvguM6NRiElBL3P/gj/OTb39SuH0BKhMGjf34qfVmiXjjqbviJiIiI+pOUsrq/t7Fw4UKcdFLqzVVv9GR9d9zzVby3YgUaGpvwoU/dia99/rO4+UPXAQD21x3Aj37xEIYPL8F5Z5yBs05bDAB44eVXMHf2LEyu8hYEcai+Hr/505/xfz/5X9/18yMUDOK+T9+Gt1esxt1f+wbu/dxdqCxzfwBy+43X4tybbsMdjc246/ZPuJadOHEiOjs7cfzsWZ7rNGPqZDzyl6c9l/errv4wxiUl8WtsbsFv/+t+lJeNSAn3P9Lahry8UMrNPgC8sXIdvnfnbUj+oWDJ6g346kc+qN3+kjUbcW5SX/x/bdiKM+akHzpv7c59uO7MRfZrKSUi0RjyXbqh7ao9iKmViaz9O2sPYO7M6WnLJ+sOR1zXn+w3TzyFRfNP8Px0f9O27ajetdvz+on8YIdbyqil4bDnIQCJiAZKS0ODPRHR4Pi/738Xa15/GY/8+Ae45bprcNMHr7KXVe/chby8PNz+kZvtm/36ww345+tL8JHrXYY6S/K5e7+KUDCEPJ/DCPfUmQvn49v33YOfPvoYnnrxZUgpIdNEvpUMG4ZfPHA/3nrnPUc0aGPNHkf+AwDIz8/Ht795v6/w/HAkgubWNry3am3PdiaDZWs3YPG8OY55n7r+akyq1Ed3Pb/kX7jqrFNT5m/cuQfHTa5CMGmIxfauLoSCARTm66Mf3tm4DafNdt7c/2vDVpx+vP6G/3BLK0YOL3aE8++oO4Rp490jZZdu2opTjk9Ed+yqPYgp471HsB1saPA8ugEAPPiLXyKgiaBL54VXXsO2nTs9lyfy46h7wq8m8LNYmenVEHUrm70V5h/UJG1SE7m5JX5TwwetUNl4PN7jUFkdK4GfLrRe3S8ZT218dOOQWu/RdXOw6Pr2HzmYyKSdLswpuU5udCFVumSAeWY5NZFfl9lFQRvSLJSQft/h8G4NuP+kaYl5uiRYRrmAS0K/dLwm0OvpmNQM3+9bVvI+VZeZeK6lM5HkyUrop36udZ8Ft1ByR5cWM5FlaZGzH2NftU8TRyb6qh5aIj+bAAAgAElEQVRu6wAAdEai9rwWM6lfkfLkJN+8YLRC5NUx762w/FLN0yWVrptU1wEjwrq9O9FOuh+nno/X7vY3IZtYyfeimvp6TsznkqwvU3kvXZki6hNG89QFC9zfZ7WZuvB9Ju/zR/e3vkHpAtjdbTwQ2LZjJ958dym+8tk77C6CZ516MiorxuCrD3wHD/7H/di3vxY//dWj+MF/fsPx5FN3TWDNCxaXor2zC7/45v0QQvQ4lF+nsGKisQ/1tfa8uHk9VZofxHe/dDeee+V1fPqr/4lzTj0Z1595MoDUEY8WnTAHv5p3IlrrD6B42DAUjkk/ksjtd342se9m18xD2zbZy7sbDzrKFxQWor2zEys3bsJpi8wIDLVLhS7hoQBikQiCmq6VSGqHVm3cgq9+5jbHvMKCAv05kRJrt+3ALZeeb++DjMdQW9+Ax19+E/fccr0Rpm51xwwG8Pqq9fjAokQov3pd19TahuHDipCn/BgQ7u6GBFCUJjHjq6s24aKFJyTWEwjivc07cNoJsyHM86K7dtyydz9uvPBsO4y+vasbJeYPL44uqPZ6nW1MXUMjxo9N/TttiUcT56SjM47Lzz8PN19zVWrBNN1XYrEYfvZfD+Csq/RdN4h6g0/4iYiIiKhXbrz6CiyY5xyW7ts//F/88elnMaGyEuWjRuFv/3gZnV1daW/mdNrb2/H4rx9BxSAk6RRC4OqLLsD8ObPxf7//E1Zv2Za2bFFRIYqHDfO0Tr91eOCLd/tKwlc+sgyHm5ozFwTQHQ57Tpy4fvtOnDBjWso+vL9pG95atQ5RTb6r9zZsxeI5+gSG/1i+JqVf/7ubtuH02enD+dfv2oe5Uyc65m3bV4uZVel/ZInH44jHpe9cSaoD9Q0YN8ZbEstgMIDv3vdlX+f607fcjGmT++7HLCLVUfeEn4iIiIj6VvmoUbjrtlsd877+xc8nXogAJk4Yj2/e80WEQt4vP0t9ZLTvD0II3HXrR3DHLR/Grk3rBqUOx0yaiAofIyaMKx+NusOHUVHuPqSprv++m+fe+Bc+9+HUrhj1TUfwvc9+AuVlzqSqjS1tGFE8DKFg0JEs27K2eg9uPO90R9TBW+u24ssfuky7/UNNzSgf4cx6H4nGEAgEXKMat+2rxbGTJ9ivw5EI8n12D6k7dBgL5s7OXBDw1WXDMmpkme/3EHnFG34kst1bw9ABiXB0qwkKqqHt5kxnqJQ5Nq0jzNZofIoLnIdZF7rbW9Y+NCohWGFznFh1vFw7fF/pY2WH7yshaolQfn+/RFvj9gKJkQPUEHwr+YsaPpVprNVkbt0MHOVcMmyrrLB572OYpw+f1v16rIbx9jSUP9Ov0m5/6DKF3vc0I7/6Pob394/K8cb3qWl7ol9fWDuWvL+nFrrPZEtnN6ZP7funC5MmKUm59hrdp2qbE1n3mzqM8NmRwxJP/ArN8P4uM/RfbVet8O6ehMdb3RR27dnrqbwuLD9gZ8RPsL/DapUC6dfR0++cSm03+mIkAL/h+/p2yz1Lvx3mnyGk3jo+1r9B5e9Q3F6WONjWSA8M3x84oydPtf9feySR42ecFfJsjS8fU7v0AZ+85cPG/KQReHRdCq15kbYWVBznjBzoK9Z6DynbtzL3R9uMJ+R5pcZNcyAQwOSpxn7LiPuIH5G2Fl/1GDszcSNZt95oE2OdRjtpXY8OK8hPSaCnUq+rxo0dgwMNjc6wdCtLv3JNtHTNOpwydxakpqtksvbOLnRHIigbXuIYZ14EgrjqnDMwpnRYyvjz/1y2ChctNrshWMfYLFNz6DAmjBkFIYSd4i8cjSIWj6GoQN/f/+XVG42IAOV8bdi1B/OmT3FeSyr/j8ZiePLNpbj+/LPsrP57D9Zhyvhx2tGkUq5JzeN24PBhjCkrSzkHVgujtj7WOQsU+L/xJ+oPDOknIiIiIsoRza2teGHJv9ImGrSs3rwNJ83Wh9sne+nt93DZmYu1y8aO0j+dXrt9J06cMTVlvpQSX3no95h7zCTH/KWbtmPx7Blp67Bpdw1mT3aO7PDuhq049fj0+xAQAo+//Cb2HUr8MLVjfx2OmZC+C4BOJBJFQf7AJI0k6mu84QeY5dkjZsQmGlj8vnnH0USIBs6Rg3X2RO4O76q2p4ESEAHsqzvo2of8UEMTuiMRFKTJnp9s6fqNOMVjSDsA1B1uRMWokdo6dHaHsXH3PlSNcXYneGvtZpw19zjt+g40HsHYkSNS1lfXeATjy0emrUcgEMAFi+bhwpPn2/N27T+AqRP6LnE2UbZjSL9CKKFPVni7FfokHSGwRrhPWBNalSlUsb+p2WubahPhcBa37PgyoCzzGDbvRtdfSxc+pRtZwCqnC/fXrVfHyvSdr2zTOmcRJSzaCg0OIFFOFxqaTA0pdQvzt7KqZxJUhm9JDuXXrT9TFn5dSG1fhBLTwMuchd/f6BBqF5FCH+MK95YV3t+0Zbs973C7EUraHk6ElBYlhfTr2lqV33Z3uJLhv9UcAcExckFSGxPXfG/UY9gX2fd1382g3X3A2/fWcRzMKqnvtdeXoR1IbjucWfVdsu/rwvx78TfRPidBdZ6xY53hxEgPmTL2J+pidfPKvtEScpXumkPXpdAxmo/5/+RM+P1JDanfb3aHjByxuiUmrlFEyLw2VEP6rX1Uw8jN666C0Ylx373KLzVuXrvM7pjqcUhck2oy6Cvt5EVnnorqvftSMvIDieP7/JJ/Yfn6Tejs6kZRoXvSvu17azCtaoLdvdXLSEt/f3cFLl28ADKWWof2rm58/aPXY7p50y2CQUSiMYRjMW3iQykl/rlyAy5aNM8uDwBtnV0oKSoy9skxIpSzTbj/4zdBBBN/62rrGzBezV2gGU1Ktae2Du1dXejo7MKwpBFidJ9hryH9fru0EvUUn/ATEREREeWIvFAIn74hNbmeqrioCJ//yA0Zb/YB4OlXluCa88/2VYfqmlrMnDheu2zk8GJce7aze8DyzenD+dft3Is/vvYOipPq+v6Wapw8a3rGulQkdTmQkJ6HLgaADdt34p1VaxHy+ACHKNvwhp+IiIiIKIdkupE/9cS5uPLcMzKupzsSwZHWVlSMds/4r9qx/wCmVqYPmQ8Fgymh+UvWbMTZJx6vLd/R3Y1xo8owIWnUgWWbtuPkWen7/OtkymugM2vaFHz4sot8Z/YnyhYM6UcivM8tE7oufEkNFY9pQiUT2YwH53cVKyxJFw6mE1ci1Oz39iK0f8QYY8zcptoaZRsRs06J9XoJ2xM9OobmOdGEtDkzXJt185npWg3B1y73+UOw12zSul+lvWbJ91ouOeSXWfgHl9otxApzVkefcMvSrgupVtuuwWifxpYmxpNu6ugGALR3Jxogq5uBVbeIEhJqhXIXFyT2Pxjw96esXBnPO1Jr9EFuau9MKacL5e+LcHD1+9Tf3Wx02fz7ur3Qhfm7ZfF31in1eOYlheM6R78x3queG6vLR77HRnew/ibnEjV8PKC5CYp3a0LOM4T3Z4vCMcZT6UhLIwAg1pEYVcQO0VY+Q9puieZ1TbSzLWVZJtYICIfMkP7Out2J9WpCwN1GOnC0LknftalV4xPllPOZHNL+6nvv44JTFzk3qtYjltql4cV338fVZ5/qfI/L9Wc0FkNnOIKSokLtSASFeXn43idvSvnutnZ2obQ4tQuAvS+ariINLW0YM7LM2E+3kHrleE2uHIePXHlJ+rKAdv+k8tkQA9hFhShZ9rW0NCQwmRgRZSMmFyUaHG3t7QiHMw/vZunq7kZHR+oPbYMpHo+jobHR13uamr0PwVe/Yyvqd2z1tf5oNIbm1lZf7znS4rN8q/6Hibr6BixZsRpnL5zvmN/a3oFomtwqUkrsr2/AxLHl9rxoLIZWl3P9/pYdOPk4Z2j+kbYO+//zZ0xF5WhnYr6DjUcwtmyE/bqlvcPTD7I79tdi6oRKhCNRtHn8/AWDQYwZWeb/uLa0+Ioo6OjMru8D5Q7e8MN4YpD8NEIEAuYUTJkSpD0FAwFjEsKeBltZRSXKKioRGlZsT4FQPgKhfO1+yXjMnqId7Yh2tCPW3YVYd1fSmv3t28jxVfZk1UMV6+5Mmax6WGQ8njKp9MuTzk0ggPxgEPnBIArz8hJTvjHlhYL2FAiItJOOW/lMk7VNtZ6JKfWzaVE/a/r3+pvSrjsLPstHu7xg0J6sz4Q66cSlRFxKxOKJyaJ+/jKtpz9Ujq+0J6se4VgsZbI+f7F43J7awxG0hyMIR2P2ZLRJ1tSzuqis42FtMyCEPfWFmJT2pF1u7a9rGeXcWuvTzNPtV/L3O9N33PF5s9sc98+NbhteP2fxuEQ8Lu3jEI4lpuTPMmAkd+yKRB2fHepfIhi0p2BBEYIFRfjbP1/Fhi1bEwnU0jw9tf6+v/3eUix5511tUjfAeOpsTQOlq6sL93/v+9i8bz8CeflGBGI8rkwxIB5z7P9//fLXkNEIYp1t9mSJtrXYU9DnmOxjZ87G2Jmz0Sny8N+/fQJ5paO0xzUeCSMeCTuu4b7/8G9Sj1sg4IhMUP3wd3+290c95n9b8jbWbNmObvOHHGv9P3/iWftm2XqfZcOO3ZhzzGTH+tft2I2X31/jWId6jffG6g04d34inF9KiR/+5W8p9VS39d7GbThtTmI4vp89/XeEzUSv9vW65rO4q/Ygpk2qwrZ9tXjhrXcd5TMl0fvvX//eqJ/ms6nbr+/+5BeIRboRj4YhI8ak25YIBiCCAfz00d+4bp+op3jDT0RERES9Mm3qFFTv3u25/PotW3HC7Fn9Vp+ekFKirq4OTz/9tOf3jB01EgcO919E0aiRZagYU45N2wZuWD9Lc2s7/vPO21GclJm+ua0dZcNLtO956d33cfHiBY55q7buwPwZx2jLx+JxtHd1Y/iwxA8iew81YFJFuba8ZU31bsybnvhhoSscQVFB5rD5nTW1mDK+Eo3NLRhVWpqxvKUnff/9Jgd84q/P+d4GkRe84R8EuRRuyvBZotxhjWWfK+PZ59K+EGW7aVOnYMeu3Z7L1x04iPEV3oata6qtsaf+VFxcjBdffBEFBZkz11tOO3Eu3luz3td2Du+qticvPvnhG/Don57wtY2+cMMlH8BpJ85xzGtqaUVZSbG2fCwWR1NrG8rLnDfSew7UY2rlWO17Vm7dgUXHTnPMW1O9G/OnT0lbLyklovE48kMh+7VXHV3dKBlWhKaWVowsHe75fW0dnSgu8h6lEY3GfOcLOWXB/MyFiHqASfsAlI42fkU8crDOnmeF6VihQ7qEJmrYjpXcTjc2s9qnaDCSBTkS75k/0uqSzKisRDp9PQ6utV3HsXPZhj2WqVImkcBPKPO8JWuyzkXEY4ig30R+Xvn9HKi/EHtPBulWd9142T3/bHpJfEn+lY42xgkOHzpkz+tqj6YrrpVpDHnrs5U/SMmziswEfV2RxH65fe86zXLt3Yk2zEpqmOdIRuiz61Fx4kKupbPLsT71GOrGctclTbTD5B2H1XyhvlemJtJLbp3ckjL64ZrcURPW7/UY6pLx6dahS+6XWJb6+bOPjWaejtG9w7mtPE0iv75IvHi0K6tIdINpNP9OR7q6sHHzFuyv2Y/KCuPmzpGoLzmpmZSAjENKQAScT5DV91rj0g+UkpISPPDAAzi0djkA5/WSbsz1BXNm49sP/RrXdif6XweLjKff6jjskZYmAEB+mfuT62T5ZeUYVVaO4+ecgJWbtmLRvLmOOlnXR+qxDoVCiEqJUA+6Ianh+ZMqx6V0DVi6bhMWz51ln09ruZQSyzdtxaLZxzrKWzfjyVn5rfe+tnI97rjyAsd21u/aiwsXnpC2jtW1hzCjqtIO299f34AJY0e7JoEUwSA2VO9Cbf1hNDa3oKmlFXNnTjfC64Opyf2SNbW0YJSSMyCTZWvXo0oZqSAeDdv1sLcVcl7//sc9X8RzL73seRtEXvHqnIiIiIh6JRyOYMm7S7U3dsneeOc9RGNRxLP0x5c8H8OvFeTnIxyJ9Cjk24+PfeTD+MMzz3naTsWY0ThQ3z+Rlys2bsHCpJt6wHgCfs9PHsH4pKHzdtUexJQ0T/fj8TjaOrswIinTfneG8Pz3Nm7FqXOOs19v3VOD4yZXZax7S3s7dtbUYnjxMN9P+BuOtGDUCO9dAP74/ItYt9lfgsZxY/XHiai3eMNPfYah/USUjXKtqwJRNpo4YTxuvuZqVIzJ/AT7zaXL0d7Z6at/czabWjUBO/ft79F7G/bsQsOeXRnLFRYU4NQF8/Hdnz2Usez4MeWoq6/vUX0y6ejuTunTDwDtXd3ICwUxOylh36ptO3DSzGkp5QFglSZ0v7WjEyWa9au276vDzKpElMmWvfs93fBPGleBT157BfJCIRxpa8OIEn0eAp3G5maMGuH9CX/VuArcfdstnssT9SeG9CvUELXmeiOE1g7fyjC+r5U1XhcKlE1hzlb91BB5K4wqHkkMp2OFHlnZc4OFicY3Mearul/ewsZGjjca5MaaPfa8SFuLY71G/fIc9dSO36s5rmr2ft1yO6Q0kPj1PpHRWX3SENDM88ftvPd9RnS/Txa8lvc6Dnf2fMZzkTpufMOO9BeGuvD9TKzw6uSRLwaKFdLfrrSxVti2NR57UCY+X1bov9oFoCts/D9QqHwOzd3x+l1TM/XHaowL9wZlWKhkfRVm31OOsexjfVuX5GOmhuDrwvJd56kh/R5D+ZM5Q/BTu1TYS5TPkBreT/1rVJVxg1fX1IB7P//Z9E/4rb/x8RgqK8biI9debS/SdfOzrrvUa5OBZI2b7rhe0o0lHwjg9AUn4u1l72OqmWgubob3qyH9Vvh22AztB4ACD+H95VMTw9WNrqjEV7//I9x53ZUYnjz+vPJd2ltbhzeXr8Si4zVJEZVy1pkSImBfg8mkUH3VgcONqBil72IRjkTwwy98CqXFwxzdNzbu3oerzl7sOP+W11ZtwKcv/4BjPet27sUJ0xI/GiSH24ejUQSDAcfn7GDjEVSMKlP2MWiXV+dVjh2L6y44zxiZSgKhfO+RHI1HWjB96qS0y5OP14evuAiTJ01O6SLs6I5h/69vu88SJeNVOhERERH1WpnHrOc3XHkZpk+ZnLngEDF72lRs3rG737dz6QUfwE+/911s3bXHtdyEsWPQ1e2eq6knlq7fiMUnHK9dNrFiDOYfOz1lfiQaQ76mi0RTazta2jtSEgCuzpCwb131bszTLPfSlSQYDKDQ7CrgtwtGY0sLRvt4wj8pabhXosHEG34iIiIiGjBefxgYKoLBIIQAYh4TAvfG1ZdejHnHzXAtc/m5Z+KMBfP6fNurNm/D/ONSb+oB/Q13Q3MLRo/Q95P/6TMvofZwU0q0zsHGIxinPq1P8h+PPYFC5cl8W2cXhhV6H1WhpxqbmzHSRx9+omzCkP40rHBwK7RJDcHxmhE+aJYb7Cz9OrpQrWBBImxfl4k2wxp9bd8KAQRg96uNR5UuBebxtv7NVA9reVwJQQ9qwtHtkROkt/BlbeZol9BnXflMIcVe+jA6Q2W9fYb8hmjrukAkzmtfd0Ggnioyn5SEle9wzPy+BpTPiS68X/fZDSa1dQOt0Azpt/4FnOH6QCK0H0jsQ1t3or2w15Gv/Ekz9yvQg9D7qqoJAIC6jUbCpXzH9jXH1eVJUU9C/+2RAMxz7AjfdxkRIKa0w/Y8j0+xtBn2fWb41mXk15fz1oZZozUEg+r+W6PfKCOXuGzLkblfGO/JC3n9u0Z+qNcQdrdAj+2KWi4ltHyQ2qZQkfHkOa5k3491tqWUs0L+58yYjo0792DesTO0If02ZX8i7c2+6lRx3FwAQPhIIh+JWj9LQSiEGy4+HzKa2h0i+XrqSEsr6hsbsbtmPyaPT2SVTx6lSkqJSDSGwsIi5zlx+ZFj1dYdOMkaci/pPEZjMXz+2kuM9sBcFovHM14TNbW244Tpx9hh+9v378Wxkye4vicT7TVmUj3aO7tQMsz7sHwAHPusa4nta/EAuyBR//J89ymECAohVgshXjBfTxVCLBNCbBdCPCGEyDfnF5ivq83lU/qn6kREbJuIKHuxfTp6nDb/BLy7et1gV8MWypB7ylJUWIh3Vq/DocYm13J7DxzEpMoKX3VYvW0nTpx5jHbZzeefiROTQvOr9x/E9AnjtOUtX7j+clSNTeQ+2OIxQ7/Kbzh/S1s7orE4woOUT4Kot/w8bv48gM3K6wcB/FhKOQNAE4BPmPM/AaBJSjkdwI/NcnQUYUZsGmBsm8gztk00wNg+HSWmTKjE7v11PR6er7Fmjz0NpIL8PFx57pmYP2uma7n31m7AqfPm+Fq3ro++5dhJ41Pmrd7h3n8fAK4751TH6x01dZhe5a+/fGt7B0rT1EunsbkZf3npFWzfvc/XdoiyhacbfiFEFYDLADxivhYAzgPwlFnktwCsdKtXma9hLv+A8JJJI8vEoxHEoxHIWAwyFoMIBO3JjYzH7MkI4JEIBoQ9WfP8Z1XvORmP21M8EnZ0T1DFI5GUKdbdhVh3l30cZCym7GNivb0R7WxHtLMdkbYWe5KxuD1CQMr+pNQjMQUg7Ul3nIOBAIKBAPKDQXsKCoGgEAgEAvaUOF+prHXoJme51HVY688LBu3J2r7bpJe6j705J+p7U6fUY+3cvm7qf0dj2zSsMB/DCvMd7Yrb51UnFo/b00C3R8lKiwpQWlSA/GDAngIBgUAgzffB/K51RWP2FInFEYnFEYtLe7Kobbe+20p6FcOLUTG8WLvemJT2ZM9TyiWX74nEPns7xz35LPQ33blLuzypvbM+Bzrq8beOdVwmJt3xj8k4YjKOyABl8D/a2qfQsGJ7cn7vPFw7mX/z1b/71vtS//YMDNd90UwdXV3YsnM3nn11iX2tFe/utCdd/ePdXYh3dyG/VJ/5Pp2CURX25Lg+MydLxvMQCACBAL708VuQl5fvWK6uq62jE+u378ScaVOMfVCnNLq6wyjQJOtTiWDQ6DpgHsMt+w7g2InjHcuSj7sIOnsjW0kBdftoryMp2qGxpRUjS/W5Baxjopo8vhKnnzQPczTDCyYfcz/sz4SH40nUG16vfv4HwD1IjFE2GsARKaXV0bIGgNWBZgKAfQBgLm82y1MSa9z6XB67nk/TqJ+xbeonuf7dZSQSDYCjqn1qa2/HmnXrPZePxWJoavbXhx0whk22hk7OBg1NRwAAxUVFmDNjGto7U/vUqxqPNGP3vhrXMk21NWiqdS/juo3mlh6/V2fFxi34x7+W4lCDEfbf2tGBcFKulWTrd+zG3GlTABj99Vva0w9zaonFYnaOjabW1HwJyeLxuJ1iqKW9A1GPN95NLS0oLSlGS3u7p/JCCPzH5z7l+7g2t7b6SuTYHe77kRWIAA9J+4QQlwM4JKVcKYQ4x5qtKeqW3SvlMYcQ4lMAPmW+7BZCbMhc3axWDiAXrhxzYT+4D9nh2P5cOdsmX3Lh88R9yA65sA8A26dskQufp5R9+MZPHx6kqvRKxnNx1sc/53ulX/nFb3yVf/rt5b638cSrb1v/9fV5+ur//tL3tgZAv7ZNdHTykqX/dABXCiEuBVAIoBTGr9ZlQoiQ+Ut0FYBas3wNgIkAaoQQIQAjADQmr1RK+TCAhwFACLFCSrmwtzszmHJhH4Dc2A/uQ3YQQqzo502wbfIoF/aD+5AdcmEfALZP2YL7kD1yYT9yZR8Guw6UezKG9Esp75NSVkkppwC4EcDrUsqbAbwB4Dqz2K0AnjP//7z5Guby12VPM5gQEaXBtomIshXbJyIiyha9GRT+KwD+XQhRDaOf2aPm/EcBjDbn/zuAe3tXRSIiX9g2EVG2YvtEREQDyktIv01KuQTAEvP/OwGcrCnTBeB6n/UYkp2dkuTCPgC5sR/ch+wwYPvAtimjXNgP7kN2yIV9ANg+ZQvuQ/bIhf3gPhBpCEaMEREREREREeWe3oT0ExEREREREVGW6vcbfiHERCHEG0KIzUKIjUKIz5vzRwkhXhFCbDf/HWnOF0KInwghqoUQ64QQJ/V3Hb1w2Y8fCCG2mHV9VghRprznPnM/tgohLhq82tv10e6DsvxLQggphCg3X2fduXDbByHE58xjvVEI8X1l/pA4D0KIE4UQS4UQa4QQK4QQJ5vzs+48AIAQolAIsVwIsdbcj/80508VQiwzv9tPCCHyzfkF5utqc/mUway/Wach3z6xbcru82AuGxJtE5Ab7RPbpqw5D0O+bQLYPmXLuWDblB1tEw1RUsp+nQBUAjjJ/P9wANsAzAbwfQD3mvPvBfCg+f9LAbwEY0zaxQCW9Xcde7kfFwIImfMfVPZjNoC1AAoATAWwA0AwG/fBfD0RwD8B7AFQnq3nwuU8nAvgVQAF5rKxQ+08AHgZwCXKsV+SrefBrJcAUGL+Pw/AMrN+fwFwozn/IQB3mP+/E8BD5v9vBPBEFuzDkG+f2DZl/XkYMm1Thv0YMu0T26asOQ9Dvm1y2w/zNdunwd8Htk2cOGWY+v0Jv5SyTkq5yvx/K4DNACYAuArAb81ivwVwtfn/qwD8ThqWwhiztrK/65lJuv2QUr4sjfF0AWApjHF1AWM//iyl7JZS7gJQDU2inoHkci4A4McA7gGgJnXIunPhsg93APielLLbXHbIfMtQOg8SxljNgDEGszU+c9adBwAw69NmvswzJwngPABPmfOTv9vWd/4pAB8QQogBqq5WLrRPbJuy+zxgCLVNQG60T2ybsuY8DPm2CWD7lC3ngm1TdrRNNDQNaB9+MxRlPoxftCqklHWA8SUGMNYsNgHAPuVtNUg0rFkhaT9UH4fxayKQ5fuh7oMQ4koA+6WUa5OKDZl9ADATwJlmyNObQohFZrGhtA9fAPADIcQ+AP8N4D6zWNbugxAiKIRYA+AQgFdgPAU4olzMqXW198Nc3gxjWKqskAvtE9um7JALbRMwtNsntk3ZcR4sudA2AcG9O2oAAA7FSURBVGyfBrKebtg2EfkzYDf8QogSAE8D+IKUssWtqGZe1gwlkG4/hBBfAxAF8Lg1S/P2rNgPdR9g1PlrAL6hK6qZl3X7YJ6HEICRMEKjvgzgL+avoENpH+4A8G9SyokA/g2J8Zmzdh+klDEp5YkwntCcDGCWrpj5b9buRy60T2ybsm8fhmrbBAz99oltE4As34eh1DYBbJ+QvfvAtokogwG54RdC5MH4cj4upXzGnH3QCq0x/7XCiGpg9ImyVCERnjOo0uwHhBC3ArgcwM1SSuuLmJX7odmHaTD6Z60VQuyGUc9VQohxGDr7ABh1fcYMl1oOIA6gHENrH24FYP3/SSTC57JyH1RSyiMwxpleDCNsLmQuUutq74e5fASAxoGtaapcaJ/YNmXtPgBDrG0Ccqt9Yts0uHKhbQLYPiG794FtE1EGA5GlX8D4tW2zlPJHyqLnYXxJYf77nDL/o8KwGECzFb42mNLthxDiYgBfAXCllLJDecvzAG4URobNqQBmAFg+kHVOptsHKeV6KeVYKeUUKeUUGI3LSVLKA8jCc+HyeforjD5QEELMBJAP4DCGyHkw1QI42/z/eQC2m//PuvMAAEKIMcLMriyEKAJwPow+dW8AuM4slvzdtr7z1wF4XbnQGxS50D6xbcru84Ah1DYBudE+sW3KmvMw5NsmgO1TtpwLtk3Z0TbRECX7OSsggDNghJ+sA7DGnC6F0QflNRhfzNcAjDLLCwA/h9GnZT2Ahf1dx17uRzWM/jXWvIeU93zN3I+tMDOIZuM+JJXZjUSm2aw7Fy7nIR/AHwBsALAKwHlD7TyY81fCyIy7DMCCbD0PZr1OALDa3I8NAL5hzj8GxoVBNYxf263sv4Xm62pz+TFZsA9Dvn1i25T152HItE0Z9mPItE9sm7LmPAz5tsltP5LKsH0avH1g28SJU4ZJSMkfioiIiIiIiIhyzYBm6SciIiIiIiKigcEbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcFBrsCgBAQeFoGY9HAABCiAylMyxX3i8ylU1e7rpt5zL/9RTpF7mVhWY/RNoXupUnLVaX9+a9zvLStY6ZtyVd9klmWFfycumyWYkkmU6jn7KZDoGPskKk1DR9eT/bhfvHPNPHOtNpdf0G+Vy3az37sB69Ol4p7UKGdbnM8PltdGwrc9nkNsXberXLU16nP6AZ9ynlrX1ZT+/nJrVePa9Hpr87fj5PmT/X6fexN/uUkUxun6T7YnW52zLtS5dt+VyXez2T3+veBrsuT1qWWg334+errNvx6uXxcdtH2YfHx3X/M22rN/VIWp7yWct0fPxsy/dnwuOyfl938kuXz5fvdfXRe7UzvK/avV4Z3uq2XT/bAZBybZup3q7rclmeoR4+D1eGZRk+m+qyDH+UMh9Pl/Yq07pSlntfV7++N+llm4z9U0p5cYbVaGXFDX88HkF5xckAABEIOpYJkfQ603LltZ+yRvmkw6GuK0PZTOuGSJRPrVf67WauV9Iyl7LJ9fBVVlNeKuVl8rKkfZRJ64onLVdfxwPOwJNYptdBkbRcKP9H0jLna5m0y/HkmJdAmv8DEAHnNzGpWprXMu2yYMpr93Wr5ZPfG0h6b9Lh0ZT3tsz3unyU1S1X3++nbOZ6CdeymdalLg8G/K5LpF0ecllmvE6/reRloZR6JL83eVtCWeb+3tR6uq0rQ1kfyzO+N+O6AmmXBXy813+9nO8NuO2jy3aMbSWty2Vbye8NJK87wz6qVxoyHncuicecr2OxDMvj6Zf5XZfyWl2vrix8rDtTPVLW5Va+N8fL5/Fwq1fy8fG1D0nl/Z43t2Pg+9gm77OPzxNSjp9LvVy242VbjuPtp6zvdcXTl82wruT3pu5jpnXH0y9LKSvdl8cSy+MpZTO8TvloS5dlzteZlscdh16kXaZ/LTwtA4CkXU5Zru5yxrJIWp5UPuZxmXZdLstjSXekqWVl0uv0y+PCe1kAiMvk8sq6Urbr/jqlvPSxrqQPlK91+XgvAPyrs7EcPcSQfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcxBt+IiIiIiIiohzEG34iIiIiIiKiHMQbfiIiIiIiIqIcJKSUg10HCCE2AOga7HpQvysHcHiwK0H9iuf46MDznPt4jo8OPM+5j+f46MDznPsKpZRzevLGUF/XpIe6pJQLB7sS1L+EECt4nnMbz/HRgec59/EcHx14nnMfz/HRgec59wkhVvT0vQzpJyIiIiIiIspBvOEnIiIiIiIiykHZcsP/8GBXgAYEz3Pu4zk+OvA85z6e46MDz3Pu4zk+OvA8574en+OsSNpHRERERERERH0rW57wExEREREREVEfGpQbfiHED4QQW4QQ64QQzwohytKUu1gIsVUIUS2EuHeg60k9J4S4XgixUQgRF0KkzRoqhNgthFgvhFjTm+yTNDh8nGd+l4cwIcQoIcQrQojt5r8j05SLmd/lNUKI5we6nuRfpu+mEKJACPGEuXyZEGLKwNeSesPDOf6YEKJe+e7ePhj1pJ4TQvxaCHHIHOZat1wIIX5ifgbWCSFOGug6Uu95OM/nCCGale/yNwa6jtQ7QoiJQog3hBCbzevrz2vK+P4+D9YT/lcAzJFSngBgG4D7kgsIIYIAfg7gEgCzAdwkhJg9oLWk3tgA4BoAb3koe66U8kQOJzIkZTzP/C7nhHsBvCalnAHgNfO1Tqf5XT5RSnnlwFWPesLjd/MTAJqklNMB/BjAgwNbS+oNH+3vE8p395EBrST1hd8AuNhl+SUAZpjTpwD83wDUifreb+B+ngHgbeW7/K0BqBP1rSiAL0opZwFYDOAuTZvt+/s8KDf8UsqXpZRR8+VSAFWaYicDqJZS7pRShgH8GcBVA1VH6h0p5WYp5dbBrgf1L4/nmd/loe8qAL81//9bAFcPYl2o73j5bqrn/ikAHxBCiAGsI/UO29+jgJTyLQCNLkWuAvA7aVgKoEwIUTkwtaO+4uE80xAnpayTUq4y/98KYDOACUnFfH+fs6EP/8cBvKSZPwHAPuV1DVJ3mIY+CeBlIcRKIcSnBrsy1C/4XR76KqSUdYDxxwjA2DTlCoUQK4QQS4UQ/FEg+3n5btplzB/qmwGMHpDaUV/w2v5ea4aGPiWEmDgwVaMBxL/DR49ThRBrhRAvCSGOH+zKUM+ZXejmA1iWtMj39znUlxVTCSFeBTBOs+hrUsrnzDJfgxG68LhuFZp5HFIgi3g5xx6cLqWsFUKMBfCKEGKL+QsmZYk+OM/8Lg8BbufZx2ommd/nYwC8LoRYL6Xc0Tc1pH7g5bvJ7+/Q5uX8/Q3An6SU3UKIz8CI6Div32tGA4nf46PDKgCTpZRtQohLAfwVRtg3DTFCiBIATwP4gpSyJXmx5i2u3+d+u+GXUp7vtlwIcSuAywF8QOrHBqwBoP7KXAWgtu9qSL2V6Rx7XEet+e8hIcSzMMIPecOfRfrgPPO7PAS4nWchxEEhRKWUss4MGzuUZh3W93mnEGIJjF+mecOfvbx8N60yNUKIEIARYEjpUJLxHEspG5SXvwLzNOQi/h0+Cqg3hlLKF4UQvxBClEspDw9mvcgfIUQejJv9x6WUz2iK+P4+D1aW/osBfAXAlVLKjjTF3gcwQwgxVQiRD+BGAMz6nEOEEMVCiOHW/wFcCCMJHOUWfpeHvucB3Gr+/1YAKZEdQoiRQogC8//lAE4HsGnAakg94eW7qZ776wC8nuZHespOGc9xUt/PK2H0GaXc8jyAj5rZvRcDaLa6aVHuEEKMs3KsCCFOhnGf1+D+Lsom5vl7FMBmKeWP0hTz/X3utyf8GfwMQAGMEG4AWCql/IwQYjyAR6SUl0opo0KIzwL4J4AggF9LKTcOUn3JJyHEBwH8FMAYAH8XQqyRUl6knmMAFQCeNT8DIQB/lFL+Y9AqTb55Oc/8LueE7wH4ixDiEwD2ArgeAIQxFONnpJS3A5gF4JdCiDiMi4zvSSl5w5/F0n03hRDfArBCSvk8jAuP3wshqmE82b9x8GpMfnk8x3cLIa6E0cWyEcDHBq3C1CNCiD8BOAdAuRCiBsA3AeQBgJTyIQAvArgUQDWADgC3DU5NqTc8nOfrANwhhIgC6ARwI3+gHXJOB3ALgPVCiDXmvK8CmAT0/Pss+DkgIiIiIiIiyj3ZkKWfiIiIiIiIiPoYb/iJiIiIiIiIchBv+ImIiIiIiIhyEG/4iYiIiIiIiHIQb/iJiIiIiIiIchBv+ImIiIiIiIhyEG/4iYiIiIiIiHIQb/iJiIiIiIiIctD/A/zeeE1aN2g+AAAAAElFTkSuQmCC\n",
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