Created
November 9, 2019 00:52
-
-
Save smsharma/42fd29fc075026581c7a8e7bec018926 to your computer and use it in GitHub Desktop.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stderr", | |
"output_type": "stream", | |
"text": [ | |
"/Users/smsharma/anaconda3/lib/python3.7/site-packages/dask/config.py:168: YAMLLoadWarning: calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", | |
" data = yaml.load(f.read()) or {}\n", | |
"/Users/smsharma/anaconda3/lib/python3.7/site-packages/distributed/config.py:20: YAMLLoadWarning: calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", | |
" defaults = yaml.load(f)\n" | |
] | |
} | |
], | |
"source": [ | |
"import pyshtools\n", | |
"import healpy as hp\n", | |
"import numpy as np\n", | |
"import matplotlib.pyplot as plt\n", | |
"from tqdm import *\n", | |
"from scipy.interpolate import RegularGridInterpolator\n", | |
"from scipy.special import sph_harm \n", | |
"\n", | |
"%matplotlib inline\n", | |
"%load_ext autoreload\n", | |
"%autoreload 2" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"nside = 128\n", | |
"ell, m = 2, 1\n", | |
"\n", | |
"npix = hp.nside2npix(nside)\n", | |
"lon, lat = (hp.pix2ang(nside, np.arange(npix), lonlat=True))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## First compute with `scipy.special.sph_harm` as usual" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"npix = hp.nside2npix(nside)\n", | |
"pix_coords = np.asarray(hp.pixelfunc.pix2ang(nside, np.arange(npix))).transpose()\n", | |
"\n", | |
"def Y_lm_map_sp(l, m):\n", | |
" map_ary = np.zeros(npix, dtype=np.complex)\n", | |
" for i in np.arange(npix):\n", | |
" map_ary[i] += sph_harm(m, l, pix_coords[i,1], pix_coords[i,0])\n", | |
" return map_ary\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"Ylm_map_scipy = Y_lm_map_sp(ell, m)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": "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\n", | |
"text/plain": [ | |
"<Figure size 612x388.8 with 2 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"hp.mollview(np.real(Ylm_map_scipy), title=\"$\\ell = {}, m = {}$, real part\".format(ell, m))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": "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\n", | |
"text/plain": [ | |
"<Figure size 612x388.8 with 2 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"hp.mollview(np.imag(Ylm_map_scipy), title=\"$\\ell = {}, m = {}$, imaginary part\".format(ell, m))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## Now compute with `pyshtools`" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"npix = hp.nside2npix(nside)\n", | |
"lon, lat = (hp.pix2ang(nside, np.arange(npix), lonlat=True))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# lmax set to arbitrary high value to ensure good interpolation\n", | |
"# might need to increase if going to very high multipoles\n", | |
"\n", | |
"def Y_lm_map_sh(ell, m, lmax=200): \n", | |
" \n", | |
" ## Calculate real part\n", | |
"\n", | |
" coeffs = np.zeros((2, lmax + 1, lmax + 1))\n", | |
" coeffs[0, ell, m] = 1\n", | |
"\n", | |
" harmonics = pyshtools.SHCoeffs.from_array(coeffs, normalization='4pi', csphase=-1)\n", | |
" grid = harmonics.expand(grid='DH2')\n", | |
" lons = grid.lons()\n", | |
" lats = grid.lats()\n", | |
" ylm_interp = grid.to_array()\n", | |
" rg = RegularGridInterpolator([-lats, lons], ylm_interp, bounds_error=False, fill_value=None)\n", | |
"\n", | |
" # Interpolate to healpix coordinates and normalize\n", | |
" ylm = rg(np.transpose([-lat, lon])).astype(complex) / (2 * ell + 1)\n", | |
"\n", | |
" ## Calculate imaginary part\n", | |
"\n", | |
" coeffs = np.zeros((2, lmax+1, lmax+1))\n", | |
" coeffs[1, ell, m] = 1.\n", | |
" \n", | |
" harmonics = pyshtools.SHCoeffs.from_array(coeffs, normalization='4pi', csphase=-1)\n", | |
" grid = harmonics.expand(grid='DH2')\n", | |
" ylm_interp = grid.to_array()\n", | |
" rg = RegularGridInterpolator([-lats, lons], ylm_interp, bounds_error=False, fill_value=None)\n", | |
"\n", | |
" # Interpolate to healpix coordinates and normalize, add imaginary part\n", | |
" ylm += 1.j * (rg(np.transpose([-lat, lon])) / (2 * ell + 1))\n", | |
" \n", | |
" return ylm" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"Ylm_map_sh = Y_lm_map_sh(ell, m)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 10, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAn8AAAF1CAYAAACZPYwAAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4zLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvnQurowAAIABJREFUeJzsvXvMb912FvSMuX7vPgctNRWVnkt7Dj225VJahIp4Q1IFLBZTwXBXwUAghFuCIWiAIBggoAYkAaNyiwJKiBCpbbiIKKKVa6EtlJbCOac95zTE5iCi7bff35rDP+YYYz5jrrl+7/vub3/n+/a350j2XmvNNedc67feteZ61vOMMaaoKpYtW7Zs2bJly5a9Hlbe7hNYtmzZsmXLli1b9pmzBf6WLVu2bNmyZcteI1vgb9myZcuWLVu27DWyBf6WLVu2bNmyZcteI1vgb9myZcuWLVu27DWyBf6WLVu2bNmyZcteI1vgb9myZcuWLVu27DWyBf6WLVu2bNmyZcteI1vgb9myZcteMRORi4jI230ey5YtezVtgb9ly5a9NBOR3yIif11E/ok30cd7ROR3icjHROT/EZG/IiJf+TLP82WYiPwiEfmLIvKGiPzez+BxfxyAvwPg89/CY3yRiHzft6r/ZcuWvb22wN+yZcteionIFwP4lwD8dQD/2Jvo6gLgO6yvfwTArwbwh0Tkw2/yFF+2fRLAfwTgd38mD6qqfwLAn36LD/NVAD77LT7GsmXL3iZb4G/ZsmUvy74awB8E8MUAvu1FO1HV/1dVf62qflRVq6p+DRrT9SMeaisiP1dE/riI/E4R+bSIfKuI/GAR+aUi8nER+b9E5Ce96LkN5/nfq+ofBfDdL6O/J1p9qzoWkc8F8G+/Vf0vW7bs7bcF/pYtW/ay7CvQgNA3q+o97xCRrxGRv3fy72tudSoi3x/AFwH45kecw5cC+HIAfxiNffxGAF9n+z4C4NcD+FWTY7zw+T3VROSnGij9V0XkD4rIl4vIzxeRf0tE/j0R+dFU96eJyI8Xkd8qIl/4iL5/moh8SkR+gYj8ZBH5T0XkS271N54PGvD7hwD8HBH56S/zty9btuydYZe3+wSWLVv2rrEvRWP8fse4Q1W/6kU6FJE7AL8fwO9T1W95RJMvA/AbVfV/svZ/HcB7VPW32fY3YTLuvej5vYip6n8nIj8PwBsAfjOA7wvgS1T1F1sQx58C8C+LyGcD+C2q+nkicg/gPwTwMx7o+78VkV8I4OtV9RtE5M8C+JMi8sMB/MOz/ibn8zEAXwng96jqJ96Ka7Bs2bK31xb4W7Zs2Zs2EfksAALgQ6r6v76kPguA/xrAcwC/6JHNvhTAz6ftHwzga4btx4DIt9o2AH9NVb9bRH4LABGRH2/7/hIAqOrfF5GfZMDsDsD7Htn3DuDT1sffFZEK4ItU9W/c6C/OB+1k3uzvW7Zs2TvYluy7bNmyl2GfjSazHiRVABCRrxORf3Dy7+sm9QXA7wLw/QH85FFGPjnGhwA8A/CtVPzDAHwDbX/psP1C5/cyzIEWmv/e31TVP27/foWd00cA/MdoEvbXWtndCxyqAKgP9UfnEyYiP/AFjrds2bJ3uC3wt2zZspdhXw7gUwD+moj82DEHnap+pap+1sm/WRqX3wngBwH4iar6PeNOEfm9k/QqXwbgG1W1Wp3PBvAhAH9tqPNXx/5e4Pw819570VizTUTeKyIX2/cVIrLN2nlzWv8jaJHN3u+Ps9V/DcBfVtVPo4Fg4XoP2D9qfX0ugCuaHH+rv5Hq+7/R/P4++MjjLVu27BWyBf6WLVv2pszYo5+KxtT9LwC+WFX1TfT3ITTp9ocB+C5i4H4mVfs8AH9uaPplOLJ8f0tV/z/rtwD4EkyYvxe0XwXgewD8SgA/y9ad+fwdAH70rJGIfBWAHywiv05E/nFV/XoA/6OI/HKLRP57VvVrALxPRL4awPdBS3/zORYQ8qMA/DIReXZybl9uIPKXAPhpBojP+kvnY+3/C7TAj895geuybNmyd7jJmxijly1btuwzbgZ4/iqAL32MHPx2mDGfX6mqX3ujTnGW8iUf+38G8LNV9WNPbPeWnM+yZcveebYCPpYtW/ZKmao+R5OE38n2QwD8rVsV3kKgJTjKuA/aAn7Llr0+tmTfZcuWLXv59mFV/daHq71cE5GfgBbR/Mvc/3DZsmXLRluy77Jly5YtW7Zs2Wtki/lbtmzZsmXLli17jWyBv2XLli1btmzZstfIXhWfkKVNL1u2bNmyZcuWHe3JAV6vCvhbtmzZa2If+q9+c/vc8+GsCiAKKI1v9Dko1cr3SRkA8fJZGVrXrY11LX0dgjb/xkNW+jlp6X1q6X3GqXPq56KHMi3047ZJGQ/zfl18v123j/3cX/GIk162bNnraq9KwMcrcZLLli07tw/9vt9kyMoe5yoNyPjT7eBMtK/7cgb2gAB8XsagDkOZpD68ztCvaO4fVM+LdVifOM9oaaAsgTYHglTfQWGAP6qvI/A7A4h+Ll5WCCh7mV/nAIntt37s3/mVx5NftmzZq2ZPZv4W+Fu2bNlLsR/w+38DAECVABuDJABaBT7xmwbA8zrO4N0AfGdgb8LqzcCe7M7sSSpP6zosff9kFNJxyJW8TEAvwJ82wm6b1BnBIHBgB0cwOAWCm4M+B4S26X1pX5+BWrF2f+dn/gdYtmzZO94W+Fu2bNnLsX/yD/36WA/ApgiEooR84gH1fZXAHRjo0ZLl1ABjjwN5I8CL7ZrboY7l+YQToFPa5uUwrErNgO1Qz6/VkGpZT4Bh9EXgMO13kHfCEj4ICkf2cSgX2i9FIX4+djGSyiz9wqV7wuxv/ZRfjWXLln3GbYG/ZcuWPc1+0B/5tai1oJQagE5VIKKoVWLdy4EO5nQAgj5HhKpAdxqPZqCP2boqLx/w7QDcf2/GAmqv6/VclZbBz8+BF5c7OBsZQS29HyVfQBQCcAwepdfrwM7rvXkgmKVnYgIn4FA2jb+1g8DYlgwW+Z4QUZSi6V5p90+7r/7Gv/FrsWzZsrfMFvhbtmzZuX3J//BrDkDPTVUSi6MqqCbTtmUDgwCgtSGDIMgqgUJfH8HfAPqY5TsL0Hgs4OttBilX+0ky+xdBHRzcQWzfAdA9Bfwx48dgT3swyIH1kyEopKADwAHQ3QSCZwEkZ2wgg0A08Of7ZWAG4yeVdhEc7LVl2xa6GCJI262sA8Jv+td/HZYtW/ZSbIG/ZcteR/vyr+u+WXsVbPZi5jJ/8Yoo9lpQRLFrZvZqLQT0ipVJgLs6Mn/E6AXYG335qhyCNGbs3i2gdwCHo5zLbN1M6mXmTwfAZxG94mOhl9nSZd6RDQR6eTB81A4AVKRHAhMQTLhbJmCwHOvyvhHcPQUQMhiMbQaD6G1k04M87MtCTGDxMvuoKEVRDCT6/bWJoqpgizptuTH4FI371+0vfuVvwLJly27aAn/Llr0O9s/88Ral6S/g3UCdv2hVpQM1deA2+OmpYPd91r5WSaAPaADvFugDjOW7Bfpmku4NOfcxzF5K0fKQb5+3E6qrevT9M9aPwVm0G8EdLVnGjfbs+wcYu2cbxAQy+wfMgeCYMuYhZvCWPHzTR3ACApkNBOYgMNYJBHZmsF3wTUZmUFGGAJNidfg+3qy934P/54//TVi2bFmyBf6WLXs32r/wJ3vetiKKa+1og7EIAz5n+BjwVUUHdwEKJYBeBoFUhswAHqRdl3Uf48c3AX0zOZcBX9o3qQ/FAfgx4ydVcz3BcXvwC0xS7yPBnwxAMO2nY/K2BgI6Ar9cz5bbnA2MfRN5+LEg8OAfSLLwDASWoi2DDEnBI+grReMjJZalBvADGvhzRjABQSTSFABwKTXuXQD4337sb8ayZa+5LfC3bNmraD/uz/yyQ1kCbSCgpoJiEprXuw4+eFUFu5epYB8CNHbNDF8Het2nr05YvgPYixOUA9gbc+69CNiTk3WvdwvoHeRdWybm0MsNZaQykBT8CAtWz/oL9k+HMgxgcCIHnwLCCTicrT8JDA65BQ9g8CRaeCYJl6LJJ9CXzAhuQwDJRr6CW6ldTrZDXkpNgNDv/wCS9AcbfQwB4E/8mN96KFu27F1mC/wtW/Yq2Ff92V98KBuB3Qjydi2pbCf/PW+/2/69Fiq3/mtJMu8I+Bqzd/TzO5V2bwRuPEbWnUm6rb9z4Of18j7FyNqxxMsgkKN5+/rg64cJ82fGPn5nwR8BwJKfn6QIYM51HaBvJgUDBgBlCgKj/QAAZyCw7denycKzQJEHJOES6zUBQF+yDBzsoJ3HVio2Y/Y2Anhb+AfWBAA38fYZFI4Ake1r/sXffihbtuwVtwX+li17J9m/+b//gmk5y1b+orrW7oVfIUmWDSBH5SPo47p77SBv52MNoO8W4JsGcDDgm7F8BOjOfPim/ntnDN+0XKe+fVMJWH2b2CFi907z/NlxDkmcb1gDdr3BrTx/ObJXTlnBqexb+nFGoHfGCMbyhBFkMDhLHzOVhgcgCBzZwBEIzkAgkIHgVjQxgCMIBBrYc8aP63I5AFzKHs+X2wwQAsAf/uf+82n5smWvgC3wt2zZ22k/4+t/3rT8am/gAo11YC7jVi1J5r2SfOttEyAk8OdlOwVu3JJ4D/LumS+frT+G5bsVrTtG6t4CfUdgqIe6I7OXgZ+m8pTzL9YVEAFUI1DjkCqGLNg7me+L9dLref8QSVHBKUIYzgB2UHeQg6fAjur78gYInEUMn0ULP4oNnKSMmaWLcTn4ISm4lBqRvhszhBNZ+CJdDr4wAISinDCCbhep8YxdZmHcAP7Aj/ovp+XLlr0DbYG/Zcs+0/Zz/vzPiRdJgeLe3qT+QruvG4rUBuoI6F219PVaUB3YnbB+vu9KQRxXYvbOGL8Z2wcggN/NII5dOkt2g+1L/nwOvg4A0dv25VTaPci+egCG0UapnHz+OHrXzyuvazrfAHPaQKOKhL+finTm0H34yJdPy1DX2jubx1Jv60PmLKCDPSEGkX3+ZABvt5jAB8DfKQikKefO0sVMWUBBm1LugeAQGQJD+vpRCnYG0Msvti62zgzfGftXpAYwrCq4SB0AYXsuizQA6s/MHYHDAsXv+ZG/B8uWvYNtgb9ly94q+4V/6WehQuLFUtEYN35pADiAPG9TIQkIMovXAGDbd9UNV8vD18Ddke17CPTdYvoUjeU7lXhpbt2XCfi6BDsHe1HvjOGbgj4dgB8xcppBIEftSlVaR/fhG8HfAPRm4I/LDuCPfAR75K/QOhLo8znTEtCTAeAxIDwFenMfweQTKBNA+WaBoD8GIxAkECilRfE+xAQ+BAKzNFwjCvhSKi6yo2rBpeyJ9Wvgrz1/d2WP57KxhRkUuvnzvRGo9Da/40f8N1i27B1gC/wtW/Yy7Zf8lZ8e6+ynx+bMAcu1QGP8wp9PS7xAvNzrNtZPcLW37ZnUu9cS5fsQzXvds8Q7Y/pqLeczcYSce2T6HpR3K0jiPfHpUwwyMI6Abs9s3Kk87KzdCejjABBm89qPJUDJ5UAeZSYjzsxVbHpLyHzdASEwgr7OEnqbGdDLLGAGdyMj2MHaEQQmkDimjZn5BG4D+3hDDj4wgVbvbOaQMUVMX+9S8GWrKRo4yi04BDiXgC/SwJ8DRgd5d2WP53EEhG4uH/vzPTOWkv+zf+oPTussW/YZsAX+li17s/bLv+GnJCdxXr/XDZuhkh1lCNzosu2uEgyglznrd63b1KdvZAOD5dNyYPwiZUstB+AHANcrM38GEonty5G7E7av/cAns32o6NG8yvtt/QzU7ZqA4pEN9HVNoHMm9fZzJBDIdUdGj0aXLu92qTdF5rqMOykDDLS5BJwS2dHxjCH08gTunPlj37tTCXiQekEAjwCdbsd6B9k4Hc8ZPt//BBaQweCEBWQgKIV9AjsLeLnUKGMAuJHsOzKA7rc3+gQ6aBt9AlsgSGf/umRcE8PHoK+Ipmf/zm602Vjxn/ywP4Rlyz6DtsDfsmVPsV/9jV8d67uWSB3RgNoR8N3rllKxRFt09s79/hj8+TaA8PeLdYvyfW7LvZZTts9n7pgFdCSWb+/HfhD0OeAL0JWZvi6HPgHwJTYQN6N2b7J8k5x9EaiBfszE9o1ArxJgG6N+2T8QvR2o7sH/b+YTyICP5WDvVgAUSUxh8xX0fTcAobXrZQPrJ72/m2zgzDeQ9gMTlu8xQNDPbWQCXVp2IPgYECiKsmU2cBYQ4jOBnLGAvv7MmDyXf30/g727yXaFBGvoz36cnz3/Dv5GIOjsIY8nAPDrf+gfxbJlb5Et8Lds2UP2677pJ8a6D9DuV7dJxT1NnMr+dlGG7NN3rybjDswfgMTy7ROgx/uvlJtvxvY9OqDDgB9LvDl6N0u8shOIG5m+gzTr69IB284gLJf1fqkPBn3T/b7e2cCy97Is9ZKcOzB+s2he+2NOAV/yA3S/PbJZwudZnZB3NbN2vQ0isd00GnhkAEkeHkEhAFQGYzfYQC6/6RM4gDsua0BxIgdHoMnABAaoJAAIq0c+gUkKNgD42ICQWywgy70Xu4kYEAaopP0j81dEcWdAMPILDoCwtetld7KnMWUEgr/mS/4Yli17ibbA37JlZ/Ybv/knxHpi+YytAxBAzMsakOsA0VlAB4BVBTuY0TP2zsBgMHgG/BjoORD0CN4R+M38+5zxG4HfyPgx05eieUeJdycQdwL8Ttk+BoP6MNt3COS4wfYdWMRxejY0oCU7AqzFeflooSwFU/tJQEdi+aJul4AP67MyX0eTWg9soGTmMECdy7JC7Y0N9HOCGKCapoKRI1v3CBaQ295iAVnmzUBxYAHPAKD36wAQ6CwgB4IQE3jGAAIdAHJKmJEBHAGgP9+Xsh8Aofv9AV32Bbq/IABsqMH6+fN/J3sCdj5eOAvIY0qwhAMI/Pd/yNdi2bKXYAv8LVsGAL/tb/wrsb5DsEGxo7Nz7sgNuJTbtncL2mDg15m7LqUy+HOmkAM+PKiD5d6rFvLvk4jqfTNs3773II4p6GOw59IuOuibAT4gA7SSmEFvn5m+Vg8PAz7q54zlYyk3BWekvjrYA3p9uxA5+MPb81i3NwDniZzZ1w8DKHys7MsgjwFhyLvuD7j1cToHgTDwkygL0nkAbNEm2vf6GfhlNnDGBHK/DATrNtSVzAz6vrrpBFhiygSqs3/S9zsYnIFAX9+2+qZZQAZ0F9rP8q/Ltpwv0Jk/Zv3SDCPQBABj2wNJHBDSuFOkxri00Svul/6gP4Vly55oC/wte33tt3/LV5zuq/FGa2BwLGdguFPdAHYGBL1sZP2Y1XsK8AO6j98M+LX93b/vfrfzMeAHAFolgJ/LuzrKu3Uu8QKA3NtyYOAcWBXePwZ8sCx7wuCN/UkCf0dwmIAfgTgODok+KV+fz2NXBpbPf28r08QMhvlxuKy+wLBTBmAH5GGZmT3fPzB8AFAdIDL4Y1+/FMTRj8MAsO/3dckA0I49AsVRDq5brntgAgHUOz3pz9bvHAhPpOCiOTJ4kIOL9LKN5OC7zQDVhAUcAWD4A54AwA7yjgAw5GBi/xzMOeBrbXuk8Eag0oFdSh9Dr7SzSGIA+MU/8E+f7lu2jGyBv2Wvj/3ub/3nAWSw5rajhDzjliXbDvp8H6ds8T7f0IsFcGyJ9bvWkqJ9r7olnz4Hfi77usw7+vfNQB8APL86yKN8fnsJxi+xfbscU7gMbN/Ur69OQN+1LUuSg49M3SERc8zX+7C0W65UR49lCfDtiKANADlB8655+jZn8AgUej8pole1AbsykXjdxm3/3cXWy1DGNvgBshTsx02+guS/F/Ud1DljKM66SdRhRlBFDIxlIAgA9dIB56HsMZLwIO3OcgZmttCA3gWTY+i5P+CEBQS6JMwsYASCbEcW8Nml++7NQOAo+84YQAAkCTtr11i/S6mJ/buTHRWC99jDw4xf68/BYweBLB27eRn7E8Y+O6d/94v+3GHfsmVY4G/Z62C/91v/WQB9Bo1dBZXewAUV9/bmYfDnztos0zr483UGfqPse1+36O+Neok+3c/vjb2VMeP3vVZ2BvyAHtF7xvYxEOSp2KbAz1k+Z/0c+D3Sr4/B4SgBn7F3PXHzkek79pFTuoxlLO86IGQ/vgbuBlnXGb4ZuxfRwtrXqyZZ1tsADVAyMGt+gXoEdGwerDG0Y6DWd7TjBkhjIDgGgQA9CpgAYkQOp237uQHqJnIws3ZcNjB9UyYwWMU5WExtRnCX5OZBBvZ+2B/QfQG3OQDkKeNGwHfGAo6RwI8FgO/Zrtaus4XvKQbyUBNDyCygA8CNpGNev5PjnMMO+u7kehjPeKwDgJ/9Rf8Hli0jW+Bv2bvT/sC3/cjE5o2sHs+0UVFQUGMAfa6XFKQBAPd66SyfPTdv1Lsoc4AYSwJ+HOHLAR7XusXUbs76cWDH1XwGHwP8rntnGjlX3x75+wrUwE61MozJmnEC/AbGL4M6IRbPLq5StO0VqW2s7/MI3oMMrJOyR7B9DvrSNvoS1pdKO5fOAk4YPgdzkVSaA0DOgWGrLPM6E4DngDBFDm/UfsYIOtu3kZ8gMXG+7KyfHPwCz1jAQxCITMpmzN42qYPO7FWOSI42A7g7AEedA0AgRwTberHcf1LQ/fwoH2BEBovisu2PAoCFAj0YALIEzBHBDgDvhkAQB4DO4rX9bRx5T7m3ej1h9J09RBw88szLbNxywOfjmts4/m2o+Blf+Oex7LW3Bf6WvTvsj377l6GiJEmXU7JwEIebs23PKVWLA0D212PZ18t4uc/An27IwR1yU+q9hpS7xbafg8/Ne7Wp1nZjAvfaAWBVCdDHkbyqAq2Ys32AsX4NxM1AX2Ldwk/PgeIR9LmfX5dsvU9Q/x34HaJ/g8Xr7QK4UfqWAHxAMH0J8NW+X5wRdIZPNQdmVM3sXuT6GwCdA0yScGfpXBLzxwCRyybMoBJ7F8fhdl6Hy50VLAQciyBkXgeMIeVS+hcGgqX3z0CwS7i9Xb3kstGnL/kVEoCrLOu6/98EBLZtNYCX2ccpCHTWkHICHljAAsghItgCQhyYGQu4GfATNB8/nxsY6NPCXQzoAdkPcCYBe/93BAZ925dbAMi8r/2ZmuzLfoPtp3e59xkFiLiNwSE8Hvp2QcVXf+SvYtlrZwv8LXu17Y/97R8K4Jh/D0B8Ed/r5bDPI3ZD7qW8fMwAAohADWf4WrstRft6nwwEH5J6Z6lcGAjuDgIP8/KeAz8A2Hebk9eAHwDU+81/3Cnwm03LFgweAb/Rby/l0RvAHzOFo3/flOk7gEZNMjHXnTF9QqBs9OfrSZozKxgADeiMH3o77BqA7AD2qG0Cd84wls7SpTKu620HQBhAr6JH/DIQ5DIZ2D1xQIhex9k8Tv8yYwKH6OAu49pHRfLNO7J8ox/gLKqXgWI7vxH8ZQAIcCDJMTn0FABa3+Wu3cQOAKVUbM4QPgAAgeYu4tKvA6/3urw7SQXzGAnYAR+nedkCQO4R8evAz9sz4+e2Bbi8pkjhtq+Ney4N53Y5n+BP/IJvxLLXxhb4W/Zq2tf+7S9J2/twL48gcCznaN22XZIv4K49QKPLtyW1+956Z/3LAfix1Au0AA+O6gWA793voq6zge7zx8CvbUsCfkADgreAHwDUq73o99J93Fz2vQH8bjF+pkwl/z3fHtlABn4zn8BelmVgjtA9+gc6M8fbnutvwvaN6VtqZwC9TgC7hwDfbL1SPyOom9mMASxHcDdl/AYgmJjAKEMHgMGakWw8soATf8Cc7mXw9Rumf5ulhhn9AGdRvWPS5xR0cufltxnAVIcAHy7+FQGIs30XuzduAMAAfAQANwKGDgDZ549nA3nv1h4OjgLmAJC7gQl0AOi+f++1h+vo/1dD9mXmbzskkK6J6YvyAfSxbcPr8id8wTdh2bveFvhb9mrYn/47XxzrI9ADjhG8DPhGWXcnvz3AQV2Xeb2/HSUYPj/u1L+PgF/3EdwSs/fGfoHP5DEyfFf3BxykXmb8nl8NFBrjV7WnbvGkzepMoKdv8Zx+Z2wfALkeQV9PdIwM+q5UHmyclRHDl/P3zdi8I6Ab2b2oa4mZIwJXcZB4SwDFzvTNAF87d6dCCexNfPoSo9dukjnw83Xy6ZPapNeHlq0y+fS5jetjZC8Hiww+gQEGAejm1NcJECTgllLFOBNo/7RIShg9yr7TQJGZ1EtSsOcDPAJFO+Y2ts8sYEQiMwg0cHfGArYgEANOkRuwRlJowFLDiAYDCADPLh6Ve2QAL+ELmCVgl30LNBjAzgxmMMgM4OgHyBG/d7In8NejgrvfYdvWkHTdnrGMPEQHj2DQ+3D7ih/wNw/7l73y9mTwd3krzmLZsjP7Mx/9QgD5/YcB6AEIFDJL4zLzdQEBwD3YPjn0sZlDNad44ToO/Ng41x9gefwG4OfGwA9AyuXHQR2trNVzlo+naGO2T1UAT+/i43qaaYPKcWT7QEuWeWPfwPbFkgBgK9MDQPQlgzkuY9nWz42lX+8XIxMY56a9bzh4JDAXbWwlWD/ajnI9lvGSj428L5jLW0uR3g4ECEcwuNN2oesjAlwtOMT921ShVklQDVwC2AC1+7GBT7S/OZwNEz+LVivSxvhvlAimiFlbLEN13M5KdeP6gMx+I53W+Fjboxk+j729QKG9wWZ10X6Dbuh/W6/rlUv7G7dfVhpg9MteW8iEWyntOW27GwCMZ7BUINbbOHKtBZdSccUWAPCqxrKXHZD2/N+VPbmHsDTr44dP8eZTRr5HavjsMbvXXVwsaI3kXAd+bDNwx+Uj8wdk30Efg3/Mh79t2s+y18MW87fsLbWv/9iHkxw7GgM2juAd8/D19CsllTHz19t0ydcZv9an4F4vU6n3Xh3QFWP5el8excsJm13yZcbPZV/O3zdO0eYSb0/W3KdnS2xfgD2eng2INC6PZPsQ0m1m+zgady7r9rKUgy+VexsK+EgRubQ91IWBuMjTZ7NqBLADASsGfO1iRvkBBI4snzODBPQ6wEPfd4P5C2NfP16ynTF/o/8f+wkG61dS/RQwMmMIra5u5Pc3lMc8wYKeJ1AkMXd6FvCRkkKPLCGG4I8sFU9lYdqX+zKw5/UfywKSLCy2LcQ62P1+AAAgAElEQVT6MQvIaWE8OfStWUFcLnbZtweBuPRrjKPUHhWMzh46A1jQA0JGCfhOrilq2Nk9ln69bt/XAV4AxAH0sbTMeQNnoNCtSMWP+tBHT/cve8fbYv6WvXPsL3zsQ9gAbLJPpd2qhQaknMKAp0GaWfj6uYOz0QwtaCPn/WvHkggG4Wnd0rJuqQ0DP++jQnBPbB9LvQAoXQsxfJNp2nzJ8/KqRf8qAT+7NLY8Ar8APSdsnwO/ke1zgHgG/No2gT5uxywjAz8F+e1lhi/1RcAvybkG8DqAJBDIQRzhm1ePcm/8xqGMJNyp3Du29fvSQR5FIgfYVO0sXgSAeDtkGwBhMGJsu1Foxa4RYGDS/f4UUsrhdGUH4LeuY93SynUzNlDtt+wNULX7xwGyZEaQmL9OULnETT8J/Y0TcyNbHd/n7F+rBGPscGABYdwegHMWsLTzTiwgX+8qccpStLF6ZY/nCygopaLWtmzPYwkG8FIq9lpw2dpyKxVXbQzgtRaUTZsbiJ1Lm/6tBXt5mQOtNgPQhveUazCDvqxasMmOe73gDh0Atj9fAbRikwz8dm1j4jg38Ggz4PfQbCK+/y987EP4pz/0sdO+l727bIG/ZS/V/vLHPp+2+svuGSqxfMZCiQ+UDgLnA1MkYqY3Kke2jT5/bsz6Rdkg946Srs/e4eVu7u/HAPFa8ywePEev7x+lXp+xIyVs9qnZcAR+wfrRDB28POTuY1AwyLyJ1TNQ1vLh9T5nsu64j8GhAz4Gfb6vATpr7+c1Aj9vx8BPie2zNszuwSXeEfiFXOw6ZAaTqS9fj983AYQAcK0dtM3a+nG4np1bWICpIwD0i5Nm+LhWoJTUVuD3gl9guw+d5eqqY0sRY1KwA8B2PE0AsFN8Xo8AIAy4OZ5Vv0YDg2nnOLtnEkQzQOdBLkdwKIBoP6b3HVK2dHjoMrKgPRebQqsY4JMOdYqi7sVSxKg9bx3sORO414Jt27vkqwUXaQCwiOK5XnCRimvtDKFLv9e6RYqY9nG4JSDo8/ze6xby7519DDMo21EAPUq6u0XNBLtH+znad8bqMfAbQV8EkQzpsnj8/uEf+vihz2XvHlvgb9mbtm/8+AcBtIHqTnouqhKzZ1gm+4nqsEMSy+cgcARtQHNs5uhdzgPIOf64fJzNwwM+DuCPonnvdQsmjyN6HQD6vL5jDr9b0bye1w9Ayt/nM3UA6MmaHQDuR+DH0byRJ+9KwI9Bmid6noE+9LIU7BGAarIPHIwxAMHRB87ZvrHd7n1bipaxnUfvOtvGcu7I9AEd9BEI5ECMKWCb+f6JAPveQBf7D7qNyZ0fSvbs/WxbBoYn0cCiLscacIu+JZhFEWOdRIC6G0NYDMNpA2FqLKT5+AHaQd4mwQC2GUjiNoj7pyWZ1nSqgARTqdpBZZV2D6qDQ0Ek2IZakmo1gHe1JWy3oqUtIhlYqkA3DXm4wE7dWErZW6AKrq2NA09cDQAaEHROU6u0KGGbBUdKu67tnDTYPhEHSGoYV3CPDVtp4G2T2gEn2u8uoqi7NOBXgSolkj37Ra329wpp1/1QgTY2yg7oJcm3u12k5wo8g//Z9ihngDgGerg56Bs/shkgdlDYnscuP/fx+xs+/nlR74d+/ndOj7Xs1bUF/pa9sH3zxz8QX7YAYunWUxSogbwmm3g5J2ou9nbZ0VOxjNLvmLDZzQc5jwLu6V8yMJwlc277Mxs4A36tvDN6nMz5cD4D8MvMXwZ+bt2vbwB+CagdgV9i/BIrJ/D3yy3gN2Pz2hIJ+I3Mju/vcuq4Xw2o2XaweBn4xX4CZgz8HpR42adPe9sjazgAPl5nsLfTCxwN7HBdsTJfpmARBoLejy9LvkfAASLE+jF4TrfVrt0n0M/DmMCQgqs0adiZtWAcjcnbtRGGtYG8OJb7/lUEy+bnABhQsn6y5J9/Egd4eHLqQx2gM4UjC2hytA6/IQBgUbvvxQJZjA10YFbQgJ7/gkKMoF0fh01A8wes2gD2VrTnBqV0MO3Sd1m3gbkWIVwhuGDHvRbcoXY2UDcUUeyap3Ebgz8aG3iNOYDD7cW2n+uGZzOW0GTjMc+fg7zdTnScWo6XrX5bvxv+SO3DXdN4/o0f/yAKFD/k8z+BZe8OO3eqWrbshn3Ld7wfmyjuJA+UAA4DR9o31OW5dd1SJNwg+Z5tPw/5tgO9xtANwK9e+n7P54fOBMZsHTRrB5dfB2n3LJXL6Ps35u9zsFdd8vXgjt3YGWPhoB3wAX3p/n8O6roMTAzeAPzsAs2B30l57DfQFhKgg7joX7uPXki3Xqe3i3p+TgzOOF/fAPSaVKyH+iPjx9sNzNUM/KJ8b6Bv3xOYbMyQQvfawF3N/9T682XaR+0SaDw7HjORez2c++H3DL95jHyOKfFUIwF2ro+4rs7u9r8jBd+Qz2VLrk1M7vD3Hz8QHnNPxb0N+iAZ71f+SIk63R0iPQ/0nMDuVbVZb/zZ8g+8eO7c3zae1+G59WkY6/Ccj76+wzhxX4dxhMYXH29avT4OtVug5BmE0JUM4PHjIJDHzzFwzm0ch6N8MnbzOP8t3/H+abtlr54t5m/Zo+zbv+N9/PGLO6SP4WD3kg/JML74/poGKj0MTIeIXxrAZnJv1LdyH3ABYvkguK+XGIDvBzDHwR2cz++5DdJXy8UXrOCel+7fp2NwxzA/L0u9uvcXUvj5jS8zoMu65N/HgC7PtyuHFygDxCThejuP5vWXrA7tR6k3AT/bF7kCtQOKgdk75O1TRJ6+A9tHoM8uoC0zcOp5/oi9m9Qb9yvXYyNpDlfax/58g+9eCgYRAYzsUxm+rYuztH5RSCLmfl16FWPOnNmL43UpGOh/f91MGlaB1tqYP5EmOwPQrTRGzhg8KeZrGCyyAptJz6p2nM7oq4oBW55BxPaZBBzgUJrU31g7AJd2zHohVtPk29CCd3QZt7Qo80gTc2n3mAqAe7HjOksoFg0s1h5dFiawukMgmwJX9wN0Kg9oKV/adXp+vTTJ15QKT7kUCof0v3cVibHCP4JZDkbpcu+9R+WUxgje10t7CG1MCb88/0NLk3bvY25yjfJ2jU3eNUZxZBDZRp9AlncZ7EUCbOSp5Jhc/bbveF/a/sjnfQrLXj1b4G/Zg/bR73wfNukBhRv6hAkA08fHL0aeZq1LvNq/uE8i1GfAj83TtRxm8gCDwiznjkEcx+TODiJbbrA6fuXrnP0bAzsa7pAAg9V8/ny2DgC3gV87CQAnjB8GJg/nwK8HWqAHZmjel4I1FAk0pqX3QRG6sRyB36zuCPy0g8PT9C0zP72RGcONehP/vWD0ouBYJ8zrFVuPFC/DNtBBW/S7d4AnJeppQZaI/RwdBPrfLmTbDnRTYIjXCzAiAca6LKyR8w9qYinlBWwBP3z+7Xel5NXqHdrh/Hcr0v0Xv632ZaRvmd1z/ucLMEP9ABCPAiakEa7DVZp/XyUAaPn/EDkChQ/ZwK75DeouUHM6bH6Mzd9vE0VVbb6TKikS2ANBemDIhmdyje372qaK9KHqXguKVlTkaF/Ag9EaMKxA7I/oXgNwHv3b9G+PAO62Q5ra7VKwAcDREpCTDOzcRgWnAcNuvn4nvr/ZR7/zffjwBxcAfNVsgb9lp/bx73wfgOTrHObpxHjq1GABJ2zeY2yUgA/SBgV1HNpqn77NU7pwHwz0WF4Z/fyudYvkzW27yzuevFktvx/LQnE8Y/g4opdTuQAIJkEHQBcXWbOklYI7+A+R5LTsp9Vf1EcZjeslH7+RMQyGivvRDALQGJkeJGLAzwI7PPLUQR3n9Us5/UaZtAJS6xHc3ZJE3SbAL+UzDYB4AvpGNhAgHz4cl87wcTtO8Nx22kUrBq56VQEaSKy1A0AhUIkaIPLgC0jHkFrb65oAYNvd/06eHLqBKLWlBMiTXdvD7QBQtfnRbQg/vnYsQ2sF4ePXyvtzH7iuIIBknL+DObqf0zUJANlRp2JoE+6Z5ANY1BhLJWlCkv+fqkBEW2qlskNVmv9fLeiJn/uMIEAfB3yQqyoNAFq077UW8yHcAIoC9lQxzc+vpX3xIBAGhA7iAEQKmOe4HGb7ANr4917p2Q7c9y+UFc+CMAF4jzFm+1L5yZBe0N8Vn79A4CtjC/wtS/aJ73wfNhHsqnhmS8DYvqFuk3v7Nk2f2mWDgf0D2sDZAjt6+WF2DpZ40QHdKPf6jBzst3cm9fKUbbPgjqvlCLymPH49wneM6t0t6nd3QLh3f6FZ8uYO+k4Yv8dKvSNIu3ZgMJNt54mddV43QOa4X/vxHbwRGBRn9Xaa/o2nXvNADPbtsyCOVofqsr/ewI6dgj6WeCloI7F8Sv25jUBwLJ+YKrFp7YC5AkupgIFDZ8v2+J0tcXOxoAWTbP3cN/vA8Qhfby+SIoOTSePKOC9gOz2Xl7VBDDGA5Owdgbe6leYGEKxjA04eCdykXEEP2bU6gQUN5O32TUNSsDOOMY2cybMHORitL3iEcBXgon2//7tafkI7uOKGBHztoDiuJYD9ukFKxfVaLDl0B4C1AroJdpsGTn3u7dKAn4PLWlvQG8vBXn6RGtey0L3nUqtLxsXCm2uwc7V9WAsAvaCiBkNaxKRgk3qb7m86t0vBHjxCoJLdcUafP5Z7gf7nHwHfARCmPiS9Pz6wgOA72hb4WwYA+K5PNEfeTSSWu2osgf6g83ttxgq2Oja4DsBvZjwzB7d14McJnV3uZfbPGb/cV6tXqX2v05bO8kVQiLN9HNULCX8/B378u64+U4e2fhum6Tn8as2//wD8QBdwIvWeJm8+1D0Cv0Mb7XXayYx9UblyX+S7x2zfDPgpsXjRn3agMAvqSOdIwA69vYwgbwb8ar4TA/iNDN9M8nVzaXYmAY99n1hcx2D/HNjSqzMk4r4v5GDgKAU7EziwYwCgosEMBguIzixztCvEGLLqbfzvkutCJSWEdvYOaHIrtAGjCCyBATq/d4TZO/R9QL9npF+aUans+f86AIwo4P6F2bZBuQDPJGBjAPtfTTG6ZLbLLnAAKPBLLrjuG55drm0KNhgT6C6DNkMI5wksqqgKXLYuBzsb6NG/VQWb2AdtALka7F3LdtA+EFoUsGDH1lLA2IXo6WHaj2TAF9LxiRTM1qeWm7OF4zg/ai/8vvBtf6d87gc+efPYy94eW9O7vcb23Z/4QNreJ5d5HDJ2ul/2oc6uuf5z8qFr9SWxftkv7xJ1mPHz9eeWn6/1u0Ublnpnefx8+rZZHj9n+dzXz4M7vvd6F+ftLN8o8/ry+bXP7MERvSmww2Xfq8u+mDJ+PEdvue+S8Izx47osCafoyeEfgB7ccQIWeT5eZwF9erceyIEesWtgKaaAY989D/ioFJkKdBbvSqCsosu8I7sH9MAOBn4M+tinL+py/wPDNzB7WRY+eVHOxsph2rYwSu0iY53I8Vf6tuQy2RjlSevPp4nz+jGlGwHEoY4WAyle9+LHtHvRp4YrxhZOporrU7eZzCvmN1eMAaQ6ngOdGT7/B6F1ADpMCRf7fF2orqONguafx3W9ngHXeqepbvv9tvRp4PxyX9rfetvsnqSp4EppbJ5P9fbs0h4IT/R8KTVNB3cpNRi9917aVG7PjHaPKeBEcZEdd7KH9OssnE//1spsijj0aeA2VNxZdM8ze+iLVDyTHT71m0/75uutv9bGU7+0uYXttwXTp9Zvv/cLOvMXTCC6bcN9PcHS2Ab3n+/3gZUq5i2yh1mWwWZ/r2WvgX36ky0xc6EHeIPEPzdXWJ5qnb2TtD2ve2T83Diy1+tWlACLKZXCGCRCaV5CIkYJqdeZQWCeyoWBH++bpXM5S+UyXe70TwWym5RH22qkTJphwYka6dtpOrUJ8PN9djGjTk/rQf90mLGDgjMC+IUsi6Gun++Qw8+3E1gDIpiDGcAJ8OupYgbGbwL8PNWK0at2w9TO/g3Ar6d1cSm29v7Gf1yHl2PqFj4vq6P7jpT+JcnQdn4MWLX2VDNA/p1PvEac/mV+7Qd/TEupk1LBDH/nUfLvwT75/slpYqgv+pjh+zPqVeT7GVZ/cv/zOfo+secI9lzxtv8bn8tbqWDGtE3B+tNY4R+GZ6lgKiiAbBiPxryj7Noy1rnXi30Y05hoH8huY/qXWcL8aPuEcfrMxnfE9D1i7xl/7yx7+23Jvq+Z8cNXxi83EdSQeH0wmLAdL2hjhO/ZlGzAMWEzR/a6cY4s7499/HKdo9TLPn5tn6dz6TJxDIrDwH+/9xeCX6E+Z+/khRJSr1d2mc632yKzcSbFEcBryy71Hl6UE7aPgVn0x+1o3ygF9+jM4YUPJEbtKN+ig0eSjQOQpLqaWTUCNYeAjxvAbyrxjjbKugzmTtvUh5djEudZ/6V0f0GPmJ21EdNDWQr238sRwSW3yz5zXQaeSsDa6ogCWrUHZkC6FBtysfdp/znYs68PFekfI34OdN+ET2C1asbWiapJ0XS/+U/ywxVq5+c4SMAeAezBIUlq9uvkHXhEdIXJxfQIlibh1toDQEppI+BeC0R21L3g2WXvMqnNAVzRgGYRNdm3ycDPLPij0ejFZOKjBOzTv1WfB9jSwLAEnKOFBR4B7DOAFLQI4me2PZsqroBSbtmxX5aNLB+/T3wb6O+gz3n/mjXk7bQF/l4T+/uf/DwAxwcUQCKM+YHdodgg2FsMYZJ0zyRfBnQPyb1Nss3yLjDKuj2lyxjcMU7ZthuT5/V8GrYzqdcBoNfhnH5qwI+DO5zhm0X0Ah30sdx7AH4u92oHcfCADZZvPdKXQB0AlKskkAd0eZYB3cFnz1/o+7HdrTx+LPX2Y6idCwFGB5DOINXO+EVwh98wLvuesXl6g+0DEvCbgr6JT19IwaBzuSH1Okh7tFvMvkf9o8xbog7E/M5K6eltXEsLn0AHhhXY0fIFFgvmYAAYs4TUAHsd9FQcpoaTlv8vDlrsWpfSAaApuepAznMNCiBX7W6cJvnKFc0HEAYki6NAr+f3lwT2iiAQoIVpFFszkOYfJ47X7BcGkBOTlKsFgUQ6GfGj0LzGsOfo4uejQAR/6BwAVhrX7COvUCqY51dgKwqVPh3cVmqTmfcWSVxki04dUF6kYhfBnUgEhFSRkH6bb2Br5ACwSvPhu8MejN8ddksDU4P9bDMkXXAnV5sZxD+YKza0VFitTpN/n4sFd9hF9vyrOVODGrjsGNoCxvutbUt/T/j7xYGeL2fvHX8nffb7v+Owb9lbb0v2fQ3sH3zyQwCA8sQ/tz/QQAZ+bgz82HbLcQfMWb7ZrB68j2VdnqFjnK+X94/A71639M/Pq0kpndnzJbN/nsplnLWDE74erkWVhjv2Mgd+QGf7QMBvKn114JfrSKoHUJ1g8JDYP9/HYJDbM9OXcvNF/S71cl6+fNzjrB0J+JHceAgGaRf2NvADzoEfW2IPK0JSdTA4yrpx/Epd9H6TTPvQP6qv47kxsJzIwtEHS9Pj7/H+B8YzLW8B5ziXtgg5uOII2GOb/rbD3z1k3RMJuN9LfvLWju8/ui+9LD5s/F4ejzs+J+k3WdvJczIGU7WyLPXybCB1L3ap58+7Ks0OopJkX57H21NEAX288Q/PUBGGsSqyEqRgtT5Wskw8qh9dFj6e92y2j3F85rE76kwe2egz+tE5sXDD/H3k76dln1lbzN+72Pih8geNAWC1R3eUeEe6frQx5Uvry/b5QMcMoM4AYB6IPPt99u+TJPVyVO8xQXOflWOUet23z5k+oKdwudZyOnUbAz1P5+Jz9SpwmscPevQpSnIvgzp/UWl+oc2k3vFF1g7Q2/I+GV6qvMxgcHhRpxe9miSn1I4Akdexl24HHHwOVA8IIHgzqncGXFhGTcDKQZPm7eiS2o1WJ/W436fYJMdf5NfzHH7AUR6utQVlwFkrwCXfFBHs263jzAD6sanrYADPooBFid9px/GY2fhPgUgEDZN3qzYqyOVcuz9a5K9aX7C/pXTJtVLCaAVYIma5uidxRqSBCRnZT5j2NcbwERJwUGTov8sjgkvf1irtklkeQJSdAGCjBeu+YSsVW0HIvu0St+t61RZlm2RfIOcF1IILmv9fSxNzlIDvbZ8ngm7pX3rCaA8Cea4bNrFAD3v4PAJ4xxYRwJwCBpjLvz5Xu8vaRKyGjezfaKMfedo39DYCwM96/8du9LzsZdoCf+8y+55PfTjWx2is/Sag6/tY9j1rz6xfxVHuZakXyLn3XO7l+Xh52rZbUi8AvGERvC75cv+j1OtMn4M9z+fHUm8AyjpE7qrguaVyYeDnwR0+ewfn8Qv10XOrGcBrHbs01yXgA/Bz1sNZGTSpt3WKQ7LnM4d6l2eZDeT6bd0TMtsfTjXl+YvjjUDREjhH8mav70tm2vwaBJgj4DfMZ3tI58JS75iweczdx9vMxD0g8U6TP8fOGdfxgNFMHgBaFO1DINADQ7wOgJ5sGPb2bduRE5B/h9C9Rj5/UhXqkrBLwFtpMGhHAz8iiASdqoCUBgE9olgJMGn7PaIN7GHXJP+2/MaU529rANGTS8PSy8iOiOYVc4XzqeAsE2EDfDswYAf7bTA5vD83D0rABAAjGTQ9o3pBfLQ0OVcgpecBdFO1fIAxHZxlGwDwbCMAJz5lm4GqKgCuSQJGQZoKrlpOR5aAfRYQACjawN0bWvCech+MXEjAaB/0DdQVtPTPFfe4oCWBhqWJab+1Sb0AZLdZknquwvKA/AsgpXYBOvtXVQMAPsQIju8ofn99n/d99LTdsjdvS/Z9F9kbn/oCAHOWD2gPGj9sj5WBKzrwY9ZvJvfWyYM+SgspxQu2kHrjeBTcMeboGxM4cxlHxjHw69Jw6+NK4M775hQuvq9H9QpaQCblE3S/wGovVnSsMJN504T0DPyQWbuZ1OuD9VRC0/4vg0AOskBm95DZvBTNCeqPZ+6I85p8QDC4M+PfcZr3z9f9fGZS77CdwNpDwC/qEYB0oMUgkgFr9JuBn3q/J8vTttR/jvjt58LXLUnNHJ2sigOjeeM6TQE17wOIJdbMGPN1o33JgvlFv994bl8M91Xcs/73nuxTut/q/P5u54Xoo7OIcwk46vnSP7DGZ5Q+0jpr78fjj70+HrXxADGPtyd9n40n3ob3dXeSPk6F9Itj0vr7ejl8THfp2cZL9PGu/Szzi0YfN0f5dyoR41z+bW28TKe3x8z4fTO+i3i/L/19tuytsQX+3iU2A34+8Q/bLfYP6KxfbM/qTNbZx28M8PDytjwGeHCEL0u97uC8mw8g+/+xr58HdwAM3rrU61G7h5k7yK9Ph0FZ0dk+wMCe/2YO8DA/wOmUbWpLBn5mxxeZzKVee4kd2L30Qj15MQ77DtG/BDaTz5ZqqpvlW6rjwCCABZD8/EAs37jNrB7bICvbhR6YuwyEWrsJ8GOp95bEy31MQN9DwI/r3OprevzJOU4BIPebgKoOfQxgLx84rvs4nR5vu/9f3PDE2B4+Brw+34su/SuBPUUGc3jEPYrjvZ1Szvi+YMsl90tl4zHbOj+r9LyCAKA/2yo4BHYBAQZ3A4eK/JGp5A9YlVxMSI2YjVdXBplaMKZ/6euXGCMrOgDcIceMCaSsjG43p+N2uPF0e+id0M7t9ntmfA+N76sFAN96W7LvK2z3n/pIo+ohKGi0PdtDzJ5LBbN0LjuUgJ1ambOA3t4GDQNXo9TLX5mzJM7PdQNH+M6kXk7gHHmvtM/c0Vm+nsR5FtUL9Nx9V+1O2HstMQD3aN7S9xEgjOTNzgRwEmfFcco2f5n4S4jYBWYyeHo2v7CFJKlzWZdAIL1c88wbw7E48nda1oFcjwJmMOLgsAM/4XIHfkpz9zp44AAHUL2zyF4CNgdANG7PgN8AAg959oAErg4AzvdLyUu3oTx8PsFVGJj1/eHjNs7pO00JU1vbaN62z/tA9v/ba58KzvsUNR89j3xtTK/HUon5ASpMPja/ODG/OYW0v6/5Jaq0bd0k7gV4ChjzF/RcfbJbkmaSgB3AeXSwS8fu71f2js8EsHPo97Dan0P2Ng6GYOms4EX7dfdnsZAEXO3aCA5Twak0CbhHAbe/Tyn0t0FXkQHgHk2+vYpJqbXgShJw1b0lha4uD7fZPC5l7z7YtbRIYHbJMZ+8N+pdJINu630u4O7LXfEcSJG/z0xFaH0Vq5eRcZvFRHEvpUUGa7Hp3+iDwH7rhi7/2lN2kHlDDp6QEWyzfQWS3nN37/v20/bLnmaL+XtF7f5THwHQHg43B4FvxnboCRi05QD8jvUy8NsheE6SA8/e4V+iDPzaMfo6J3NO8i5F93oZYIOcdtDZyiT8/FIZTd8WwI9A4e5JXkPqdZaPmAEHfhTkEReIWI5WNoA8EFvR3zVZMmUAx8DP6zEIRGZaWE4by3CrzNkbPq/wH7QXgAO/OLcRtKGvo/fXjtPrHfz82EZZ9BD8oRm83WD8njyTETN345LrjMsn+gk++pyZ8Tu9HuP50fWfyeqgv8vs71YHpi/2E9Dn+w1H1tiXyaVgKJvd+wfG8Oye9/vP6kR/470/Y935eQ3mj4qqs375eVd73p0B7HN804ej9g/KcZpIt/m4lMevMaCNI3zzmOgf150lZN/q2bjrY/Vzd72hsrOxvRMCXna0s3fIU2x8l/m6v/eWvXlbzN8rZvW7vvCF2+aAjcz61bSv1+d8fjx9GzN+QEtfwHn8gDao8JRsYx6/synbeEALxs/8+yokDYKRw6/64CgpuMMH2JBdtLN7vM6DtUs4Z8Ed7XrldC6tkNZ18PFDlq8iiIMlrwi2EArCmLzo/GWnwwvRXsgHltD7qMP+SONCbKH7+YHKR2ZwZAnRWcJg/Gw9bp4J63fwR/P9g//aIZdf1Ot9vijjN5Vrz2wGIGfTu/Usyan/YAE5KKRQbsAzBrDCGDZnAIV+uyWC9nPha87RwR4AIm0de+3RxLJFwEebnaUxgG3WGW3TsNm9pZszfgg2T51pK2jz+nUAACAASURBVDbDblX0KWrsPDyoBGJlsLKW3694EIj2ddTOusFuCQ/qUO3doyIifduA1ektFfQIYDQ/2wgOsT+VVIFeFEFnOUNf2gEUbX1HaYmv7RkvBbhet5bXj4JAqhZsxgpqddYMqGKBHrTe2L5GKVYpuCs7ikrkAXTW7052fK+xfRwJvNuxmAGs2IDapnXzuYD9Yz0CP5gNRGMBd6l4pn7rtItaobiz8yxxwds53Wuf/m1XbZ/4nt8P/Z1SpOcAZPZvDBh5rPk7sHzutz257bJui/l7Rax+1xc+CviN0m9FPWwfykLWPUq9rU22EfjdYgB53f1QOI8fgFTGPn7AnPG7r7nMffruaw/yuCffGjdfd6nX1+M8Y4aOEj584d+T/PpKgLvRRyhdMP5TTOReZzMAAoBDKphbQR6ZFdRej/ZFRKS2gTvaACHDJT+s1I/GyzP2xfloOnZ717f9KvlahAQIbqt5fSb3zsCW14v+ef0I3KaM3xnAOy3X+bk8uO/xx5me58yXz9dPr02dX8/xeruJ5L8r7O9nDGD7+/e/NYNL/kiIv//0PkK79/ywfn9KZwoDKw6MefYfRF4H1SPmL9ws0OsdAkDiGaOPNHru4lqMgSEqIe/zmMDjRPcDnIwt6OzgbGy6J1eVe/IJTGxf3W4ygMlPGj2rgu/3sls5WNl4Crid3Hrc+G7290YDm7Y+3KvTd9Bh++SZ4jqPfCcum9sCf6+AzW7wTR7+0/EDNQv0YGo+rQcYpLravx5vBXfcU9DGbPaOfryezqX13338fD8nM53l8OPgDjeems2ZPffzAxASTPLxs3UO8HAmEAD5+oEGfuCYy6+zfKjE+p0BP6ADMkyA3wEYIr/s4Ov9RTvKa0nC5Tb8Ih6BYXr59nUoYsQI4NgudooSPZuu7RS03LAp6wek7QeBk53joe/H5PJ77Pk+ot70eGPZQwD2JADk6bL2AA6pnCV6lnYTgDM2rrUZ7jsGaAwegXyfBDA7SsWzCGFuw8/SDOAdAKB0ljDKZgCQns9pEmh/1GpPAp0igMNtpKsHrCr04DMHgFuaVjIC15LbSknjHUDjIHpGhHsCdNUDPwYJ+Ajcjum18jg+DwJxCfgsAriXzdcxqTsCwJnN3nsLAL6YLdn3HWxPvanPvpb619hc6h0Zv1HqBYB7evDP8vidgb607kEbHNFLZX0y89bvG/Wu+/fVVudaO2jk4I5bUi8A3O89sfMI/ABMEzhzcEdi/2yy+Ji2TWkJk8zsBZKlV+nAL72IJLEb3ZduYC18XSfr1mdK68L9xHkQGPT9Y1oXk29T+g1VYO9BHTJh3Ti6V/jNwMDP285YP+or5fOzdm05AX4Tufdgt4I7bsys8WgbGLXol15YWhXCsu3sI+5M/gX1iQ0u57Z62ucBrhXYbL/JpHFaJpGGRFwBWIJmpIAP+zmqLTeg3QNarA9Fm5bOgBU4J5+IMc7anpGtAzAVk49LT3XU2WlE8IcKutwriHyAaV37OgxfCvq5qAWAQDRf7qvYNemgtu/vAK/de9berr5qPOJN5hUfO3MQiCeCFpFYh405PBXc3bbjuV4mErCmPIAbWv7AXRH1qkqTidFyB7bcf039aIEiNT6aU/4/29/KagvW0PlUcNUGhzEIxC/2jnZRdnQJGFbW2f4O/v0eYQn4TP71II/H2JKCn26L+XuH2kPAbx8YgDO592UAv76/A7/WNjOArd/+dcmpXGZpBnpZyaDRAWW99C9XYgYD+NUtnKPvlaZhA7F21tfI+AGGe+hLPa4dyTU8vVOQG/7SGpiGLgX38mlqCQz7vR3/CXmd6zIIRF7nwA+M+wfmZUzPcdNuYaGB9TsAp1vbs/VxedaPH5tfGmf+QwPQe5Kf38uwk5yBYWcMJP2eiPw99H1ynWbX8Wz9ge3E/s3sAax8SBuEfJ/m+6fvlxv3enKJ4Ms7e4Z0PjvObKo3fnYjCMTKx2+P9IiejB87ycEaZUcGMEAau9OopKngPE0Mj4M8PrpfdJ5DvUS9GI8nH+TtHEq051yAs/Ge8wD29wOt47YE3KcNnb+n4loON9f43httsYCPtwX+3oH2Zhg/9qc4faCGB5Drtvp9yVIvM34sz/aBgqLFPNLX/Pk4usznj2RA58Cv2mAXea9MggjfPv4X9R3gbQc5+JAz65BglaRea9flnB7ZW9WZvnZtlJI7j1O2yeAPOJV7cSLjDi+9tD6+OEnSZak2v2SPb+YMBvWkXS8LG8HlAcT4PnoL+DaDiRmbN65j6J8YLrZpMufZvjN7q4HfE45za67i0+nnkn/l44D24fpzvUp1x1Om3H9JYgVuflyMPqky+bOk6HK+x/g+HcBgeiZqXr/5XNFvY1Y+5F9n7f0ckr+fS8BtOwK/hjEjp4zK8wC3spPcpDR+OdjLeQDzvxgbweNh/5D2Ph0AjvOuc9ot3459/pHOH/QuYRMAdAl4hsVnEvDMB5Drjj6Bj/H/S/0tAPgoW7LvO8gec9PeYvyewva1/dm/b2T79vR15z59+euwy76XGDw8m3ykHxikXg7mGKXeMZffKPX6QOhfxFcb0J7bV6/P1RuO0nsP/PAB995n5zDgxz477sPjg7maDByRvQG8pL8YiDUQKj/IvdpfPD1RLdXbuTyvA+gvTvU+9Lg/1dV4gaZoXfUXp1KEMb3YPcLX6zCLFC9pfllrBqIMAkcAMunrYAcQVI9lDwR6HPt8JMh7Ucl31s9jIhkHWXhq4zy+hfp1+pn7uHVd/by8zjD3LzzYY2t/zz4PsETwR3TPQE5h4MgmUSvuxtBz9sGme1NYuUcLm2zLZSH38jr8fECyNCLgJKTl0kFdSM6wOYC1X3JVZ/8mU8CJwKfS60Nsu3Y9AXTrp6m/EuNtY6OrRez636Vd1CKKKoo7yg94kdrGqc1SnNgFvpTaxrVybVJrBXYR3ElteQTR5v1FaWMXShtrN3Ehuud+ZQnYT6fN3dsRcbWw8XvdcGcaUEUB5NrkZCh2aVPM7XHB22XZ0eYChmoL5EYbFotdqCYLC+Jiant39XmAvS/LPSg5MpglYH8H3vJ7XzLww7bA3zvAXvRL5RbwO9R9BPADLUfg56DP93WJlr4UWVpgOWLw8Wv1j1JvkzeylLFT/RH4uc+eM36ZEZQk9fK/dj26D1/VPqMH4O9IWwc6w2eWI3tJmpvkEgvgh4EtofIRtPUD9e3Rfy/ana73jqZsDB3rkIOPAkiY0RzbRX0M2wXn/n6zNrNgjBOZ97F2SO8yJmh+p5hkUBdpXx5jIxAE5u2ngJFAH+2PeXtH8Mrb1BwVee5fseMJon6LBpfDvRegrX93GLg0gKf9VKMOr9tz4+ARoPPydr4f7XlTqM0zbLeEWLknuh7re7JnT/2C9vxLoR+j0nwZ4eOG1bPxSdDAoZOXm2iMQ6KCK0pLCF1L8/kTxPjVyjeg7AZ+Cu4B3PnFl4ILKnYUFFUU2bFriRQxkNraGbArUEsEXQgFt6qb1ACPbb+3JwBrKHmDxlh7J9XSzhgqtw7dJdTXd7uHGjg8zgPM1hNHzwHgY22BwHNb4O8VsJmfw0PAj1m/WQ6/tq+X5aitDvp4O/uSPC64Y5wm6JbU231P8py+/d9xyjYv63X73Lw6AD0HeZF2Qft6JG8OUIj2ZvB1AKh5fZREW0dIcm8YrU99mEAAcFaHAVx1Rg79pTvWsWPO/PHOQODxuP7i6225vB/HkwFT/dFGtulM4vTAEWdensrYPYYFvGWzc3vRft6MOdv3RAYxgN+t9g/5SQagc0DT6kW+PAdzsJ1VOlOI/qETV3EEfUBPDSNDfQd3jqE0t4OxkYFZFAN4pPWKHsDifQ7rB5AoAOf4i2sBKxcAxc7B1xVoM6LYPQsJEKgqEFHstUBkxyZtzCnbjqqCok0yLaIxRrU/QYt8KaJ9nIsf5+utjoNEZ+2c+evjaUfJFR3wFaktkENsjDeA6KAvplGBzQLiskVQq62cI4h9u7GD/ocA7c+AEDBiQnCaB/AhBhB4XPaLZdkW+Hub7GVJvK3ebdB3a6q2VnYu8/pg9Bw9nUBrX1IqFpZ6x9QB43Rtj5V6Ob+VR/Wy1Fu14Dmxfj5tm8+pyUmcnSUc5+vt6VwE+25A0CN7AVMcJcr5ZRQAUHEu9+795SaEtmP6Ni4HAbPBv+7A6imV2zJH9FL9EVRaH2epY6IeJmUBfgnssSWGUIlFpPoJKM6BVjB3M8ZubFMKsO99/SkA8DPFCD715VTKfB1ov3/LRd7/KXPo7F78zQYwXrWBnACPOB7DqSuXdBlEea8DyIJjFL8POXKW6xBpFIoiR/E67lE0+Vf7XNiqQz9iP88OInvvP6Z/c21yc6xjYI3l36KdLWRQ6LKvl9mPrSLNX9DWAz1G4LaFMgMoUiCigAM3wKaBQ0T6FkhrHv01wOYScFvvUcBR1yTgAo0P45kEvKMEC3gHj/61iGBUwJJEOxjcdQsA2NZ37BA809ZfMUBaHACKpshgAHiu2m8rK/PA6y4Du2xd+rstDVCF1jIQPAOB/L5dLGCzBZffBntMJO9jfftGJ9lxap2z/H0j8Ot958COVp/YOVjyUPUULRf0dC1H4NedizPwm0m9zvhxvj93fHaw5yCOU7g48PN1VYqYo8jeHtDR/PrGadt83eunKNwTqTeAn5Wfyr0BmgYgZ35KY0DHoY6fx6TOyOT1pMsjO0d/6LP1FAwwsHwj2ON0IWfGcuMZ43SLtZsBs0HqfCrbJ2P7z7A9+fjj75u1n12ncXo84PxvcOucnPkdQSXdUylwCDjcR7N1vqeyn994D/b62cfQyvkjZlZfjnWYqe+BIvn5nSaABo5jQZxTj+jNSZ+7+lGTv3GftZeTQDMDyPOQXynyN5QTcnsBkII7YjzVyZg7ZE7Yx7GZxvNIwK/+0X6JumMwiAeCsH8hK0uNZLDfTH/n8Z3VCIt6+q7rfecxafbuHG0FhDRbzN9n0M5uuodk3V6W2b60bfUf69vHoO85SaezpJ6PkXnHIA7373tO5SzzMtPHU7WNwR1vRCDHFn6H17pRAuce3DFj/HygTAmcPYhDG9vHwI8DPJrqaHLOLJ+fAz9+YdCLIDFzzsgpt837uH4Cbt43joxdHJvaef0D8It+nTIBcgLd/iIeI0LdN+vgHzhZzxIwrevJlG4OIp/K2t0wkeY/F6Dmlr/gyP7NgOnjDnre/y0j4PVof7/HmDOGE989sbyACcAbMyhAlnUn6y79hnzrcq/7Lgoi2MPLlf0KYc8AEFKpgzLd0O9VOMOGYAIbK6jxHGnJ4DFUTl4vfQkVYw+5zK9PZ0Sjj3Z2bWo8C4DxLzaF0O3Trg8HgLTL2+7FbWtTq4lJwUBjAKtoY80sH2AwgNry+V2xoe4Fl7LbtHAS1+Iu1ov1l4NAnFWsEBQtbQo52Y0JLCj0DnmGa2b+gACHm1Gxz9XWteC5AJv9wXaXgVWNwWt/GA9MeSY1yGUjNKfBIG2auLjoZvRsagkpGID9gvyMFsjhnToygssXcDF/nzGbAb+zr5RZzr7xC4jl3bPcfQ78duRo3nvtMu/zQyBHnr5nBH48Sfg4YfgseXPrIzOIKTF0+PEJMjuYz6H79WUfPzcHfj59Uvfr66wegIi+00N5Xw/gpzR/L9CBH5CAVuwzSwqFIrMJzCYSizFjNNqJ5b78UCN70VkNvc20jOfofRHAmx0/JDaTCGeycLKngJg362NXyvR4ByAlJYDY28X+xXHpXGLf7JqJHGXfp9rLALC+WwHU7vMX98F4zwcQ08BKQH42bjHR0xRGlfod24zPSTwPSM8Zg7zE0s+eDas36xf0LPsYoQ5G68m4oqwwlFQeY6QnoDcG8Er1OHepp9fida8zjqP8gQ0cx+GehsZ9taW766CP5Zy263l8zPcPerfZe+S5f/ijvX+6q5H9U3pnTd5nnBdwpnixzYiT03fta8wCLubvM2D3n/rIo+rdmpd39OtjmpwDOm7NzzsL6mj7jjN2pOnVMND7GNb5wSfgx4MQDzyejBTAcIwc3DFG9XIwB0shAJLU264JyS46j+ztAR7t/eisnwO/sPTy6OBNVPJLxpfa01WM49Bp5O24bzwuLY8y7/DyOgOV4+/hdWODolgEZWTh+KU8ms0skdLCnOXze4oxK1ek98nrL2hSpCdcPvP9e7NMHAG8lwI4uY8kqb8gQGRmr9oNY/P9quIUeAZ7J7msUv1G/tDHDoO2YX0W8MH3bvylE7CEU4dpye1HoMjPjo5/Du8bEq4TfCxRD0IiJjSeHy8yVhEAagFKtVvfmGhjEKs2/8AWCNLSo/iYldk6BIB7ZrOA+D54UIitv1EvuLNM8DEWSosC3gHcWSTwrgUoVxTY+CtAivy1bZ+xY49I4WrjfunrHiSC7gcYQSD0d3aB24NBWr+wfv04HuDR/hgeDdyuidA7r88MAuDABLYa88jgGQDcP/UR3L3v2w/l73Zb4O8ttFug7yFZFzgP5IiyicTr7cZI3tiHeVDHY2VenyQ8rWtfd3+Qts4Tjm/h3+eJm3ft4JClXg7uaEEfOXff8/0Sg9tZcIei+/jxPJsKRGBHrQV7BF7Q1G0q3a+nDutAB34h20pn+GqXrwSZGem+gf2PNQ3UGJbR3yj5or/MmsxGLCMBv5wAV8EScgeWGazNUsVAkL8g2N/P6qsBBwAZoN2Kop3sm0b7HgI9JJ/PRD4O+ffEHJBp1Qyg3kwQyMjoPQL0JdZvJtcCE19H7WVjtG/u/NaBp/0fZF+XWhkoXjr7F/KoUiQwp3zRvk9MItUtS73jvayGLRLgA/rzUXrkLwZpl5cROCKtnuMmqSblWnvH/21pIM7rFbU6dj8JENG/cS3t9EoHs6JCngwFpVTse2kSsAWAiJ3PtRZspUaS55CAdzSAKC34okCB7YoCRdGGnu5MSL0HQjblPIAbKu7RxtA72XFfL6hi07gBuIfl9hPLFegPtm54ZoEdwIZn2LGjpvXZlHBFLHiEZOCqeggGcSnYcwLuHhAiYgCu/83bLSrGBO5dHiby4SwwBKn0+Dz4u/p1AoEL/L1FNgN+Z5nKHwP6gHPgx62fT9i+EfjN/Pt6vx34cTRvpQcprYf8cGT7Yl84KncfP4AmJ1eh9YJ7ymzvPn88FZLvAzLjx7n5ON1L/EOWXlTRpRulNC6KtJ5Mx3+StzEsJ4zDrD9/4UVdWk6Zv6HPLssOL9GxfDy2XYjMHGo613ZuVjYCOnspOvA69ffzvorkHIB2/Ck4LNLYkxnzd2ZnIJN9/xycEcBLLGArONR50Cbs2wH4cZ1boPAxjOPI/M368+sx9KdjXQfyluOvkV3S23EksB9bAUBzX4oGmlIKF//7Hk8vEezO3lF5Yt6AAxt3k/HTDh4T24h+HLFbVOwSHJjEeEa8Qyob+tOhz3ZZY0ZmqGr+wBRNY1FFA4vO/HkdZgDbpdcY39ocvwVvaMF7yhVAaYCqNFRdsbWk0VKwa8/lxwkNHaxVdfDoCPhivn47qnagyL6CnA+Qo4FB9UcWMK6/tNQwlbY9CHtXxbNgAVuFMS9g5Aok1m/GBvo+N34Pj0Dw/jViARf4e4vsoSlpRsAHPB30tXq9LbN9rWzO+Pn26IsHAM/RQVjro1D7nL9vjOht7TJjmOViSQCQI9TYh6VfA94/5vqToX3+12Xefl5ABn9sGv8Bnt+vr+eKj5F7xfub3AZnMu3IfDDok2Ab+IQzQEx+UnG+musM7dPYVwS4ai/Xof1o9sZiwKdiLzsPtqi2Hk70BByV1p0esbQtB7Yu1e+AsAd2DMEiMSNGzexfAq9Z6j0AQK/zgvZY4Bds3UxitbI8hzEzHQOoU0v14n35tRnqRwCGA0ORfk4iifkToPmxMfPHP8sBHsvACoRuCORyIWaOzntMIs3S8hTwFarj7QjwxTPozeg5SEMA9RlYWRv4vSn/EliFA5w4D01dx6FoHBIDcS3pcwMi7WO2t/GpIj0JtKd9udbNAFv7+PV8gC6vVpdk0cc+ABn4SW3Jl0O+pT8Kyb7PdbPZO4Dn6Dn/PPijWL+bAUhIA3DP7P3j6WmqSgC+di59mwEg2p820sKwFMwLloJnIHCje/UxQPB1M3nU/Jdvv70SJ/nGp74AQLvRuu/BOXMwzsbxFJYvh8k/DPhm6VuOE3g/Lmkz5+9rxywk714C7L1R79J+B3PfW+8CpD2Ux69H9Za03fwAu9TrrODu8q4Bv+tO82O6/Ov5/LRJv57IWU0C1r104DZO3+bAz2VcB1SD3AuTWvv0aRJl4HLfrrmst0NnyhQoXr6jD4J7B1Uh/WorS/0bo9emkdP4jVHPp3SLKeAM3HUEDdlrP28HWxUQX99pOrhaO9CqtQPAvSZAGAyh5rpplo6YVFl7n15WNYNFTnFCgDDXmQwpE5bvAAZv2FTenYHHs+heDlxh37kEzErvQ6jMI2kDyJF0PAA7iEA32l+oT1tXkQBvWkpX0Erp30VbP66WRtuotBe6WsSvR/5qMWAorY5utF58vdfTEtgFWgTVk8MJInFztT7auUivv9G324bUv5fFdgG0aF/3JXhbex9FjQVFl4zR6kRiaAFks+dkU8s7qCilxp9s22qTcosG03fZdvuzKrZSG+BCm+bNJeBN2rKI4iIVRSouts+3t8N6GzTuZI+27y337bShuJM9EkO/x8o3KO7kGu18/53s2FAD0DXwV7HZdlqXig01wF60iW21NgbghPahfzsU5JSTDupauYPj/hyFHIwM9LjtzPid7evved/fPq3/DrPzH3Zii/l7iZbzD7050DcGcczaP5bpc+AH3nfC9rFPX5romyTcnhvKgSNPw5Yjv0LOpb4CvFmbM+A3Y/y8vWpm/+Kjmxg/nexDrAOHGTwAekP4/r6LGb8H5d60HFkBPl4HgO0Yk/agfUMfnS2UAHQqQKmTdkAwf2oBHgcGcsQ6HMAB3PbjUwJ+t+qzP5nX2TX3x+tF+s0uRLfMGMDRbjGAbjeCPt5UkMYDEu9Nxm+sM/Z3lqNvlsdv3B+gcdKH/X0i4GPW36R+10zNNBNj7gPXU7/gdPaNWnpDnxYuMX92qOQHiF4ex/Z1O3ZiH9HrcuqXg+zLxwR1qgCFdvTxgg8e8m2rC2MM++3f6sdh1P3cTLmghzMkX/QZQZzd83cFB4EABe4wA2y4yN7GW7u/I0hPqikpG+5k72M3TetWoPH776IfYPOp5FhKtn07gGd2jdu69U0zgwA98JCnh2MmcBOkN6lPE+cgbufr7+YAe2ADgf7unIHAx76/3y22wN9Lsu/51IcPZX6T3gJ7UXfC9HH5yPi9CPCrKjFTh9dr5SWBQ56ftxKoa8ss8zqAqwkc5uTN0VdIwpSGYAB73ofLGQH+aH308ztKwIh96kuSex349Wnc7MfwdoA7AoO0HOVe3+dXZuaPd7Y8Ai4cQOGhzvAiPIDKR1q8o6ry+6rZrfHPmbqhTgr4AKZ+f/03GGioA/B7qhnAzOCuJLaxH/IMJMqpP+CTbQR9E/bwZloXClaJPl74XOz4zBSO5n/HWcCHmwVYRJ8zaziD+kA79ibHyNrHmN/bMqzP6jDYHHDoCBZnSwecUQa6dXSQf0fw6GDP0aPylG8ap+D+f4rB9w+A+/+JScCiEpJv1TYf7sz/D9LXa/hVFmyyW3kDg2WIarnXzYI6+jzAsYyp4Pzv3QDfhtrHful+f5u/UwwQuk9gew9tLfpXHIR18uGZNsbysQDQ/QF5nuDeZ88P6H6BM0m43xNHRnCUioH2Xv8+7/so3o22wN+btH/wyQ9Ny506niVj3iBTsJfKqK8zf7607eCMgNFjInm93mNk3rM0LreSN49JnHt0b0/afCb1chJnj4DjyF7Pg+UDa+T2o4jfllEfAfRa7r6eWR9WBh/UXeYdgZfaxT6Unfj5efAG96WdeYs2VH5g3uhYQn0wOOz96BFU3jD3IQwfwBlIKXY9ZmApgIkBhxg0tfv9RR++S3N7H8ALOgBMh/AXJIEyP6abBwGV2gFgyJjkB8gy6igFO+iZBYW8qE1SskwjetuOXFZKBn4s9UabfH7HnIYE9pJEfFLP67C/X+pj2B7N/46jRWJnWBSsHoHl2BWBMmifDi4IKH4uaDOBPn8e3Y1NM04bkztzRC/4Utm2RnJnOmByzuNyu299KjhBcIRqoK5Kk32rzRHcpP2Kum8mzVZcLemzJ6pvXWuaBq6Y9FzUgZvJqLXLrBcA9+2EWioYeyardB/BTWq45rRk0AbWpOKNetf8C8FTwvm8wAoPBmnJoYtJv20sLzA/FEv27+03KJ7bNWtAT0MGbu8IxSbtvRfpXvLl7Swe3C+w1+Nk0X3aOFh9wT1HC9u1AYB73Q9Ssb/jP+v9H8O7yRb4ewmWs43PqWMGdvdaUaTnMOL9I+hr+5D25alyzkGfr79M4OczdpwFdoyAz+sy8GOGL/qaSr2Z8Wu/mdg/B3hRv1+7eD/4eE1MX3uB0Je32vbI8vm6fYkzQwgMIIuBmVkOxmhLf/Gwib+Vaq97kxWk9SbxKq33OocI3tG4aEzc7C+zp7JxDPYesjO2z0HbKP0+lDbmFgPI7QYpGEAESiQwCHTWjNOqzNbr0A6dZbwJ+vg8qV38npk9JPmeycgPgK5kT8W+znrx6Siaz+RGz9WIPXWIDLb7TkBsHBTVo4sJ3OXjI9i9AIn2O0SH6tqBH+9LMvL4LKTzk2gYwR9UL40ThlZb8IgXm8QMse8f7eOUNY1b3cCiR/j641VFAih5IAUHdszyALYOLVcguTh43Zhi3JCxM4BjIEiLHC54Jlfk/IBcz7bR97XzLQmVe0oY//ExRzCc8VS6Z9SA3ZEN9AvYg0P61RzzBfr794wZnL3PR0D4brAF/l7QPv3JDyYGz78mZjaCvA3tBoz9vs8YvhaBdQR7XJdn5jgDfffaIsJ85o12LoX2X6yvNCw4cwAAIABJREFULUm9fQYO+1rTXpdBn2eABxCJmzmww9k+XwcwMH6Spmzjadrcx88Zv52A4a1cfupAkmby8EAPnqmjy7vo5cFQIQFBoXbM1CVGziwzepL2AQT8hrYjIOx1NPcJDKBuvn7oapRjR7NI1wPoTH5641v0ERbMHp1LQQsiSSDGlsFEdgAo1K6zcnVoRwwg0Lgie4Oq93UWEQxjA0tJrCAACnogJnK2zpGt1L/3m64HH9+PO/XPGxg/DvCw8mjHwO8kyANxzpLLbknCt0z4nI4Ar6mOt/u9xQKOvoDjOrN5zhAewCUxfI5JnPFm5a/11bz4gu0jMCewx8BvD+lT24kaa+jPezg4drAoRRvWErs3bQyqAFQLStE+60epgCV/bvFVxYJLGnALcCQSLCAzgMXYPc4DCAXupLbxlhjAnZ53DyipugV7eA/grlxbChhVmxquBXJ0X+9rAELI1aTeBpza9G4Vz7C3vuQKOMFgjp8ttcyOe/M7PAOB/q7hqeKCGLG/lecJ3AE8s3uL8wU6I3iv9ZQZdPNcgp5X8O9/8vOwQ/E57//OQ91X0Rb4ewH79Cc/CCCzeTs0gTy2MWDjftgeGb77KD86vN7y54v9NAI68BuZPl4fgV9P8yLk83fM3+fmQG3M48fnldO0sE9fid/ymHQuM8YPAAV6ZN++7OvXy2H7UkoXXgLxZe/ryRgk+ccpA0EGjwN4O/RDfSV594Y9KO2OVMLsNzzFbgJH9Jv3IXvIt48TN8/m+j2katmP5bO6MzaMA094/wQsMnt3tj5rd5qwmdvw+R72D2CQcx4+tS+2l8UCcgDPU42AYqw/0N8hyGPW5wD04nkagaHa4eywoQn7R45ObtfZOCDGAHpnAKHTvmy7u/zbTk/JJUXteBKslh+kjgygdoZrExoLBeAgkPYNZGOsqKWIUVrvs4EU0RQIcq9bpG8p9HUa7J0DRlhuQdTu/2foepNqipGlhdHGMG6Mvq0vnxkkZgEhEOhlBYrnWiwSuv8xmh+g/V506bf/sfsf38Fgei+fDUl0z3j9T3/yg+8KALjA3xPtuz/xAQAI2XaUb9lGH75RERvTtYD2+/vvXn2/gbtB3gWcjetls/QtsT2ReFu/5/59/RhHmZcDOzh/H4PF1j5H61YGsTekXqU6YxLnMbLXQeFs6ja3wFkJCNoX+7j0Bgze0ovAB3DaT3aIztVh3+SFNLWngjYZ1ivCx+/QtRhZNkztJv4CnMm4zBLy2zFkVbQZEric36QiR/ZvNlA7KLPAjWDboJ39SnUFkRTagVJpM0qErMsADejycvy2Ml+yjWxeujbUbgQxfExj+3pePqe16PxHxs/3YwCdHiji6zf8/5RZvokfoLLv3ngM4JzNizbIbF5VSBHU2eWSdl8qJAPMp2LJxzwffgty9ckzycAywKEPBw7kQH1NPwr9mehLz0boQR2MdYH+oeqDgk8BVwDsVVAYFEYUsRhzmAmAmQTcgJ2kC+DRwrv1V1Rxjx4IEvIvyxOmJrEMvAfg89x/NnYMANB/tAO7Myk4jkXXlAND4jrb5gbFvTrg64SJv3MjQAQ9ypffxwwEt+HmY7mY3/ff/YkP4Pt94BN4lW2BvyfY3/3E+wEgybbj/LnAHORtIrinwA2u7zfsGLHb2/sNe5vp46jdMWdfaz8HfTy/7mOCOhj0MeN3Xzf0KN4OAMfp2ryur7u06yDVtwEcgjv8t3twh8u9iSWsBBqT1Gtg0IMwrDxeAiz7+jL+9TZN8pXsm0ftOHhjJueeyb3TgA1nFsiX75TN4/0OtOItM9SlY6qgpTSx6bh4jl9U228vsiQfM5gTB5gdAPYISHQW7gwAJsAygMKDXMvgYtCLi5U5EASAUs39yIAgyax6Bu5u2bbd3g9MwSEf0wGfn1eSeP38JzIvdXY8Fl/HGXD7/9l7t5fdni096Kn5rtV/gthJ7HQSY0dCQzQe0CAE8QCiCBFFcuGFoKAIKt4oiKIIeiNREAUFL7wIYjAgEcEDISBRPMVAE0zsHLo73Rr8A7T7t9Y7y4uqMeoZT42qOd9vrbX3/n57F3zffGfVqFGjataseuYYNaoy4Kc8BfjVBU92Cqn9A8MxQKVTP44SlGAhWN8s/LvEPluEln8bADtiupqFAUTz70oWY0G03jT9/akofYNsjHHBCPVdCx93413wZSYFzbJAjh8GDtvxhj2czexbSvGvNRsLPxwnvuvavFKrm4WPo28cXU6cpZ0EctSCs1R8PJ74jecHdyw5z4IP5dmAXz3dEeSsBR+P5+QI0rabqf16uBNHcAZBGaZfM+cWm6OGQ8izv7d2RNyz7w34rA/oMXHNMWRoAvW4OFegsINIaQqUcU7xeKjmKPKJvHxNK8hzOeczs/ETFf/Pr/0m/FW/+f/Cew0/AX83gwE/YDbbavgkn4N2XI0FBX0tj9F28CZfblegb8QNTRvv2WfptnavlXGEPLy271Xgx2Bxt5WLafxYw2fy7jR+ptUDEEy5TgOEOG9uMvmOOEoLv+OMEJw8nDHnl982CSYhA3RGmzqDVCA7sWO73s8mxNYYsTwgaFRMu8fKDPQTPuL5vIh77BkAtM/sTNuXaQN97d8GAKLLzUDRQmKCrYHWNGYEYLxxDl8LiKOA1wOyBi04iWQhA4WbPfqUv8c9KA8DvxCXA7+JH2sYFdBx3VbAbwcWMy3gId7ALsf4aXvz8TpIXwURyrFE/t1X3nVQeLXuj/PziSCoiGv9DJTtgCI3LdMiljMDu15Opb35vMJWCCZEatq+UXXrk2MsMw3go8TtYawcdgLxMRPto/korREO2/alyx41gC23bgXTBDn60XDi+AHMcQVg5w9eC9hKiVrAs68P9I5T496AsJpQeWwORqeb4kL+cXYwMMzCVuswL4sVjjWEGngN4XsGgD8BfzfCXyHgp0H38PN4uY+awPFbQV9Lt46Xgz67qqav0cU9+4yW1+G1MviEDivvID4MBEdZn+is3dVRbQz8MlOvAr3M1BuOeVPNXo17+dm1Uty0zs//gQAhZNCoAggHvWrlCg1AA3DZlQd+hIe/9OJdpZXkN/Psvx3EyWTmE4sBOpe/YkwAnfapcQPMVdQAMD2P1oOAX+pkwmv6TDY+79fB5ABoIy+ZTU0UBYCNoNNTXrY7dnPwSNsAwaz8i5Du4Xf3jF8FfZTup3fsZFkBvyt5oMAsS6ebQnEMFjn9rKhyxJt791Ifs7TKPKv8tury7+zdMJoM0K3SuF93pGibPjtwXIBFcxRhJw+Xh0zEQP/e8YarI0nHqjr6n5uJ61hexHsAWhUepY61e3VtAjbtWwN6TYB2CmPpQGsAQFtfyCZguz7rARyfQ9yJAx8J8D0wgGTTApqsZjUb6/8coGHsDdjAHVwT+FBTSgICba/ARzATDxD45OfTA3/fNlnzeT0eFzfCX/m134S/+h0CwJ+Av4vwa7/60wCsE67XtWdfCLwli32dWSeNThltXcUnHJ7GL+xqPV+7HhEE0pq+cE80frJH9/I1rV2T5eHpwxxcgjdvq1Mz3Q4ZSgeMDwd3rPH7VI+g/Vt59Rrw8+Pa3Nt3ALonmXUduCamXsI6bmoJGkD38i3jy9wwCMWph6/RTaZdBn4Wd2IGjJ12Ak4CKEMcNnFGL+CsJHGuFRFgVioGMCttQrOJumAGgBWlzxG+Cxtw1Kb9M6b9HlxWtqC/VtTHEc/9BYbdBkB3e+zxB4IncCmo/AYa0CvAcJDAAJa6AO1BdN5MMzjchp2DxeqIN9aKKh0fAXcckU7XE7ImUbRylcFgttavkCbvkLhwj6H12wA/TsdRJgDGYG/IDAQNHcWhyG8g9mmNg8RxMTVGZeZhnOj9wZ4NonLLK14lvtH7foG1C2Ia7L7nX7U9Kg3U2ZnJGI+4mYBtLAPKowGa4uMf3DvV5yPq0x+6t7DuA2hHwX3G4Sbgo5zACf/9QMFR2/nBLX6YgAHg4/EcawDJGzickVsRHESaKXhsCm27UACPbsrtJmNzMkFtpmGbr2AOJ8McDKCbiDvYA4HfMpwvbV79WE5vq7ZG0MAiukdyTyvzXK6m31GvgQt+7Vd/Gr/5t/zfeE/hJ+BvE36lAz8L7JQxr+sb6/YgdADwiTV7BowgB3GjA8Gi4NAO8Y7mW4vLgF9Y56devDfW9lk5wDDJspwMGKOpdwZ+s4fv7NULwIFfuK/DpKuevRb0BI8WB1El9C9rB1AE+MBXDA9fZxavwfHDJhACeRay9YDL+Du0WSgYAJNBHqffiFNtRqDjzs4m3bvBPq0dsNQGWJ7kbNHXiZWzNnBjnjpW3uNoE6mbkAcAbGLZMzZVhj0sMge7PAmwezzGbzJ7oZ4tTePEPJbGWVnucZwAxCtNn9KpmZfBnbXNDvhZOwYtIpbLFZYhM/kGkBevMe/9OAdmF0rXVJPHvylupfUL4NPoKuKawkr5q/DwfN2n1xhyBkKbFQ0ABo9gDI9fC6z9s2Bj4QEM55BqJ4Q0AH7UVomVF7A17Bka+XTaZ6lTf3YzMMZcwMe2Hf5lcLTtYVyT2MoMDiFAgqx7XHcQedg+gJ3GzMXDUaTPi2WoZQ5Un0cthPm2i9iWPI2j5k6QDKD5XLr6cBIxPi38yq/+NH7mHQHAn4C/RfglAX5AXKPH6/Ygv9lpwzuIqaLVpAk7Z5cAV41mYGCYc/kMXZgptn7oS2uvvXhNliunDi+zDj52ZfOrXeMZvvMaP0tbmXrvbOmSDX4Z6DPgZ1u5uHk3gD2MqwIwop9MsclstgV9GrI0BXsFDQT1eeFYTMwGOv33AtCFuDFOU6EJoEtBI9E5MBTPX9AJH7W/MOoo8iBNlq4N5GAgcCXD4wE8n43u+ezJ3YP2cTQgeNZBV2htkstHZRhQYyDoXsWsXbuI002fd1o+A5edfrkx9GkglNpLw247G/5NmkLXxD2GfLqmz7R+LW7B2+PmqNSEnIiaAUUGaVkeoPVx3hC6qsZRJvBlHPGbQOCUn5Cp/eSuyoBTP6YcZRoIBLp+vZPU0FV4LR+AsP7vBJBtAg0Aw2w7ytd7PlJNAWAbox/4SPYuOwfYTxKB8bD1fNY/87WA4R7WHkTLcR0AnujrA/v8dOBwc7B1Cp4vH7V0uhkE2pxzoPp8jMIWPavTmM/tylrBExEPWPilX/1p/Ow7AYAlXdvyoxd+oEL+4l+egV8WQodD1NYx4Dm6SnoGdHGLlhY3m3U1nrV6QDPfPvrh2p/qB/9tQM4cPyzPq568wNiwmU/o4BM8Pvff7MVrZuGdqRfopl0Cgk/29mVzcG0D4ZOOdDNz70lm3fPZ+FbAPXtrLc3sUhHNvN1ztzdO0/qReTds5sxHudmVvHDLU0zExtM+nsnBwz5UhykZ4iVcYznV5BNawNfLlRrLMjNqcCI5K9WpRpBbO4gzMEc0pdbeLrQR9Fkd0PmavfP0ETKYel1GirPfptGjuHImdAwYOd2uyUbOtZ/iMY1zasrNzvLl8tgh5U4ch8yhg5MN8K32Glw5agQwWQZYyzZ3TrSAAfhp3AEHk7ZurxKfWjqvA27qHVfAvHzdZNz/nObocloTGhY4Cv0er+aQodN6OXD+fj2GHEZrZTZexJfKAv+2/A97yaRcL79SuegvoclVSSvaf3t60/C1a4srR/UZ4ni0499aV2g0di0AHkdLb12hmXc/9K/Eo1Q8jrN78zaQ9uhpH44TB4YJ2NINIJlZ9yjNKxgAPpTnSO8DV9vfr+W3uLZ2r20UbUfLxevp+RrteOd+qjyd1uavj+Wz//4pK7fneXTaJoutK7Srxle/MhD0uD4/j6PuakjXef5O+J1/zQ8cAC4+ZdbhJ5o/CRnwU9AW0lhjhwj2LHwi86h9jSnoa+kz8JviWKvHZZBzBmrU9tl6i7du4WKy89o+izO5w559rv0bbbIy9abOHnV49g46DPMutX+6gTM6HqsE/AxD+Khfpk+K7Ai3Fh+vIVS5UvbJFFwG2GOt3ZJ35+NHtpVYzlbbV+kg+oTuKoy8s+cv87N0j/P1TUlejbOQbOzsJmADKwaEVEsX1r51zRh7Bvc8wSzM5VrQ/QFZS3iw2VeAGDDSj/6RpXwyMzMQtHsT8LP6TGWVSGf17WFssSJtJSGAvCyOtX6cRnFZ3kx7dxX4lWwyl70W0EJ/HwrmZZxOUilfRfQA1jw1j0u14MZ7KqN4QncbibxcTTjW0PrJIrV58XozkCps7AEI//AFgBPVN3nmMZM3gW5FjrnHKj+bgKMnsI3p7gkMhHnN+vjpH0HdrEAeujuP4KZ5NIuVNebp89ejz08H6Ag4R+gYA6iX151DUNwsHI6P6/UzEGht4fT+JTLm8QD8ZDkWBwWFv/iXf/qHAQBfCj/R/FH4M7/ym4cqOAnn4sFnGr0sPQN6Mf1ay5et52MevJWLaeb0PF4r4872LazlU82f7d8HtOPZGt3g/x1r/gj4Zc4dvKbvU78H4Pv5fX4OAG1xtlXCeZLmr2sFUQvqScDvLAPw8T5/9Ls8+/PpV9bQNa1Zp60GsBA0ciH9jHRAB4OqBSTN30FluZYuKcfuB4/qZRxBo1hDXNDkvUH719qoOt+hnes04Xi4Tnda/jriLY7p2sMdcZJWsjS+Zvmn9BOTdi4Z/77GmJh6/Gq5tnYxS2ctn8a94tSx0vgdkY86eDQ6zE4exM89eQte1vrxPQCcZpwoQ/M34ka5rg30suK9axOZr6WzZs94SRzL137XpYbR0r1tSKOIrjFkzaE5dvjvAqBUlP67lNqUxB0AFtPkHaT16/xNswcAHx6nx7UmrPhIWsDStYIHatASmgbQNIQA8FPH0zVmH4tpC02zV/Fho/mz4+Fc+7fRAgLw/ADaOcEYmsX2+3Onq738oS0Mmr8XtIGcFngLxMg0hFk4FvGGI373z/zANoLOwckm/ETz18Mv/MpvAUgjxcH3EqJ7C6zN0zwzbQR8vDkmp69AHyCaP3LO0CPZDpyDh4A+43dn+5bV3n1elssZ5ZjX8c37+E0aQGlD3tLF1/j1NAN+Yc2fff3WccKHm29L++g0oDNp7PTaf7uGzssYbxkDuxAKXVW7V4QvpbFGzcBRqvnrfINGr/ML2j4UsAaQg6yR9rI8L3n+hrIPdMDcwYsApVwbWWRkojWA6jgg+wA28ho1gZl51Rw9QG1uWjEDkQy0zDScAMFwXu4rQDBdO5mMybo2zwAX12sH+uj3JfCb1u8twKCE9PuX8xJYCtdjaO1S7V2ioXO6EvOWGuld+cVl9y7qDt59fWngYfyZn6WF+sk1CNmL69iy+jvRhAhOIaDffJWxBUADe8ajv69tn8N2ZjDKOP7NMpY+rLFVpNU9nodr4VGiE8hp6QXw7V168K1dgOYIAp63bD/A9ts0f5/w6HsK9nV6N7aFsXZ+VoQ50DSB01Fx6LKG9vXVjR6XHh3X5bX5Nh7q3HjwHN+0hqP9jjKvHRxOImXCB9z+v/ArvwU//zM/mkfB/QT8JSFT7fJ+ewz22EGDO4GCMo4LQKzcB30W/5wAXAR+ZtodziGz+Zg1fuzBewf4MdDzdiAQ1+S8B/wyU2/cu288i5qk+aBItJUH2iwOMQ3A5OGbmnrruAwN15werjZBMbirOd/pd6F7/l3jfS0lnsqxCjoZFcC2dBlxA8CMyTMx1TLQMUD7OFCeZwCePi7zcW/mBJJtCs1ewG627KZgd87o9eW8AeSV2SSsIE8BmDlU6EbOvK5v2a6LcvQouVUejVNAJ2v7AuDjujOPxxw3afw4jmRwAPY4Rt/YyJ2afF1eolFwlYGsiTkBXMvDICuUGfNNQAwE+EoEhxyv71fgIWAy8FWwiTauhI2f+cWnLsxCjNfQtjKqwQzsnr9uIqYxzsAigUA1Aes+gAYAj9JNn13EYfa1Ch0OCHVPwMbLfgsAhM11MY4BmmvQzHJVhmfws3bQpqDOx8Z7INDmW3cWYRkCn15/jA2kn9QuGRhUzHB3beAPM/zYg7//5Zd/a39QEaRNDhwU96jVgRPQ9wnqexSZt9N3/YzEJ+LAr1uzoO+1x+VYGmv4OH21ZYvFDWA6e/DytjF+LJtv9nwN+ljb95k0gGb2tbizx6lHb60lHNnGGj2LM7Mun9kbtn85B/A7uznX1gIGB49Kc7aZfa0w1uSZhpAcMoKGUIEhYihGUwYPD1XojMFqbFCQZ6wzUCjgMOA6obe4oXEjXtOk2dcjmScvOkjs2onia/oAP43BQgdeTXtog3FtC+NRgAAC+/M5W5mTN3CPb3xtEC8CBBH3B3TAY41HM7R54DJQttmX/zStCn+9apq3O/GctJxlyMP0i2sK+LQM40tx2Tq+YOZlHqCu7k4TZfaePQaYW5l7G9/R9HoNgFFeKIub0pQX0wNrUKhBAFsabEqo4yQczh5eX1NJ8rdQHTzK2cFYYVrrk/C9/3j9n+//V4u/a0fbuyV8T1QAOI+xtx0tfjQT71n7GFnq2PvvhP9uTh9tfz+ATJ6EqVx72ON0T8ADdToazsGksal0PFw9hrm43x/lHIqIrqVrR7PF4+JaenHNoNG0/frOcTpHbdvNtLLN/NvTYOsBR3j0+e6neuwTBShPnx9tnrf536/UG3yfXor7U7/8M3ii4G/+rb+MH6XwYw/+WGOnoC+7byAo5gcAuLatb2qZaPWM10q7B+Sgb/YEbqdzqBNHo1mv6ws8Scun5uEr4Ddr+6JjiF0z4Jed3DHl83l71ggOcy9/8Q5zr92r5u92WNC7xi7QCsjqk8+0lQqxZu/gy5CAxAAE7/Bx4DEDQP8YJ+A1Ac1QNm38fLTP63pEIORHv51ibnbQgp7vQDEtW99QywCBt7FtPzId/3bEMo8yA0DdGPk8B6h083Ad+97ZNeOh6/IUfC3kanUQ/gz2Hhv+rJ3TUzu0bGAy8QZT7mPIU4+uzWPgZ+UQ8Ju2eznG8wsbOi8Cv0ZOf8h9AIc33lMCd+lrevdVt/ElUcgCGOZmKq/YhyTh2lo3AHL3ImW0JpgBQHMK6dexz18TopoGvFT/cC51gI5SiwM2Fs88WdtZvfKtWqK52Bw5/EQQRC1g0/wBl1pAdM0eaeKe1TZu7vmn7V46P2A8h3riEz420NhlPxItojmJxIGY0TK8vADeet5nGUobA3iAmYNp/heTsS71ypRIP0rhxxr8/Q+/9NvhncI3i4xX62BqNrUwTKtk4i3R6xaw9Xkt7Ey6g5ZB0gB9Lb0DyAIHfqrtA+IJHWFtXj3Cvnwx7359n4E6litbt+e0CfDbmXpB97XmwC/Q03WyzIUZiK6sAeQrELR+hWkD3824Xtc0O82fzhWpqTUrrhCgI+1DTNuXPQSEKyWG2bbka/+AfDt845GZgA2sWT7WitlEnHkEmyn46PmSNX+1A5xyJqeFKJCzzaENFAVQ6GhkgDYgag1Zy3ZSPqbnccL4W1oGLNnc3uUP5/EaDf8+qExqr8yTN3gEu6MGg0VLS0y9Xg8uX67HzOuO9q3JG69M86oXsQLSHUjU9YDetbmva1YBgVxQO1t4FDFpJCslhKUWJCwNAo0kvsRxw+cIAG1MtC1i+HxgIJqATSunAPBkz97KS5z6WO8adcAAYKPZAcAOJMMcWGi+bEDsBPDRGxrCBz7fHRBgaDwA8NFwYZxbmIZDWh37CPopWOE5y2DXaczqZ7wyHAE0vPG3/+xfxI9K+LH19v3vf+l3pPFqpuXA6/cGvYBBAXJMo+frZho+BXotvTj9U4Cd0bJ2T029vGWLmng5bqXtA+Am3MzsyyBP1/fpHn7A8OB90r2aenkvv2HiPYLmD2hxAMbxbbSHXzMpjnvYPeA9yj18K/1m82+yt5//du/bPug+KZ/RiSk59QJ+IpYBjH3z6jrvJBeAw/bTIw2j7/c35avCt7rcIR/tIzhkquNKnsWNd410XB/0dH+AgwZ6zdL095WHL/1O10Xuxr+3jI07DVa2Xi4z+65+X9BOptxdGmv8eB+/Mmgq/c5MvS2P8ODNoIm2HnLv6Zjy2TB5Bm/ixfWI97E+I62y53CWF+M+xHm+2et3kucg87BhjEcluezFMpqeZiZh2/uv3xczB/fr4d68DeCV0uLG/bwHIPq9eQKb5u9B3sC8FyDfsyewexbbSR7lxKPTsTcw52NvXvUIDnEYcbNH8Ngj0ELcVzDWq+WJvIy2lRUB3IPKscDew4E2gSGH0ET6PO3v+Nm/sMzzBeHm59EIP5aavz/+l34OR3beJgV11FipbxnQZRo926SS04G+MXPvTBG0RWAEtO1bxhqI5lm18t7l3wz69KSOaB7uNJv1fZmTh2r8FPip6bcm+eJ1gD0LqvHrS756Is1A/F4a8Ju0g8iv/bd/eJcInqZ3vqBrrnpaaWd6hq9NAnLTveXHKK8C4ySPikn7ZXRBToBkaOAmaPtMdjZDYs5n977fmObjdXyWrCZgB9V15DOeru0jgEgav4qC8qzDJGlpD6A+h7iBvwXSGF4F/XYrp/DKysjaLgvZesBUhjLnu/qtZl+hCZs1S7y3/ZQn8lbgF64LU6/y0LV+t508KB+/sqWb9DUfaxbV7FpLGe9D7UvgmK5iGHv6t07QBIqszQRMoI3yj0JHWgHIvE1pQjdpAs3M29/C4IosKnxWGKsGcMQBJ2p/dce5wAN3Gg3XlfuJVSS+WGPZzoFHeUYN3sYM/OQTbdgUDKBpxx7hXvcKHOf7wtcUAsB3+NBB1meSnea6vl2M8fsOD98wusVbnnPM13bmcD0iWMyAnpqOMQDhSpH0x//Sz+Hv/G1/Lk37QYYfO83ff/uXfpc/ZA4K1IC+KBRnuDp9f+B8ugbny3gaKGtq4g/BISTT7jHgG79pM2fM4M8AXzvaxrR1h6vwWcvHmj4AfkpHZuL9lDh07ECfbuXy6TnKrf069usreJ7RFOwDWHKCRz3Zs3cc3xa1f8UexgAmrPWrfbALGrI2cXhbaiNoAAAgAElEQVTXIK1fAG9GY3G1uCaw8eG0Hkd5Jq0d58OIG9o14SdxhUCjnuoR89YoE5fhMhD4Q5L3FB7qdOGyENBjLSGIh9EFRM/tcUbwZVrGXm7zchYaKjuYajmey9V1gRmIs3xvSWOnlwwYpiZkzDR1gOOVE4fReJoFWf/YtFQC+lTTRzwq0wIDpGX7+WFceW8+A4M+TBoPyhs0cJaf4lTrl2sEy9DOES+s8hPtpBUM+fQkD4y2ZL4dKHqdw95+gDt+DBQ2rt42NWr9Cly71x5PS89OAPF0wPf4exCtafcsHQA+PoZWjvcCvKsFtJNA7GQQ0wo2mnlfQNYG2rxk+wJ+7IBS9whsPKKW7mP57PPix/L030DU9Lm2s8+3H8tnn4dZM8i4gEEfnzIyAT3BB1m+Fdb4u3/bn8VXDOWaJIYfO82fOVQYqg/Ars7m2idM7z/OzXVAV+Z86plr6+vcw7bTt53UjwD6LD9r5E48xjq+MkDfp645ZNDX+BSSLW7bgnoGbdvKxJuey/uCtk+3cuF8BvwYvJnGz9KrpMfreJaGK0D5Zy1f/k7o1i4T3epzQ+MlX7mTryzuNT4pqiR0K03grLE08DFo3LvwQHT+SPKbNtG0eE05Yc4j3eliVhYQMGngWh05giYQcB6TJrAU4IHGC2WmASLI4rV8vB7vec5r7nQdXrYuj9tw5/CRrefTtYe6lhCIZx4zb8BB3bRej36nwM/TBshkEOcaXg0Z8CPQZ5rgKfhrOAO/WQuYMFAaJK9wWcTf4DXd27siNKpR1PV4QaPHQeMlX9j6BULnHxIjX9vupbpG0lhXi+iFxr0A4WW28bV589paQV/zJ2OzlZ05guy0gG6l8jGDaU2jJ+sBe36bl4A4Z/EegWcHgb6G3s3FY14cGjzruCz7WDvYTvgY8zCvybP5uv0m0Nbn9yfGvD9A3THhBA+GC2pUJAX5fojhxwr8/bG/+PMAHhRj6+T02kIEci0YcATQQVwHZdyBjNY6Cmvzausop4Gxad0fgTXi04DnY5hhaTGpmnft8G3leeJxaeLlgeDSm3cD/IyGQR3HjesAbrydS7sSqIMBPXIE4UGr0r3G83UVl90v4ooMsuUsQoDZQsCgbGWinMDWGPiLpe8AogK/jrXIYjTNYaG8o42rBtIyE3B9lCn/8B4mAGjgDKbBoMnNgpqTw5FkffLqbestHMBdaV7Cj2427iBr2jwaGCZRA17qgWvPRIFXBirVq5fX0CXALYBPBqGliBPF4OOez24yxwDN2Xo+IF/vV3kdWgby5rV93tSq8aMwO40ggrwK0PA55y/JdQKH6/xME7R+oZAFjwpqq0hbErmD6dfulW9W1gQEEd9RjXM6ellRiZa8f9HerfaIbbwc96WM7VbamNwAoBldDQC2fH38xdoRJAOA7A18lBPPOhxEzr48aWcK/mRzcTlw4BnXxBsAtN+Az3fm0fwp0Laftmn05CkM+Hz7HQFFK/PAcNAIMvS6N0eTY57/IUE8jFf44okH/thf/Hn8A7/9F5TDDyz82Jh9/+hf+BtezqMOGtmav7g2kH7T6MCmXKVlMMb84rm9A7DyaRwso38xEU828VoZDNpMTtX0TV68AvDuavuGE0c09TLo82Pc6LeZeCcHDwJ+wcQLuEk3dfKQ3+EMXzrKbTKp8nFtsDh/qC3fSfnPBR/7oA/mWfmt9PYHBIeNpek4XOu63NoaSU3SXNZtE3B7uKGM4aBBv8kUHMy99FazSdhlMjq+ajkQOv0tQHub707ITL6v5OWiFawkGrttvgzsARPYC+UUoVMTL2nodIuWwa/lywBbOIaNnTgmsBbzh3VyBCLHfbyakqZKuVjQB1Ot/k7KH1pOLsM+TCKfyuV2M+3EB/Aj31pc9XRkv835A/APITYFtyZsL6SZhEsZTiFsAjazpzmFHJ0+MwFnjiB3zMC2Xs/4sEOImoLVKYTzsWMIADcH22/LDwAfj7HOj4+FWx3x5jxlUGDHkXY/3mumzZw71AlETbx3wh/4Hf/7y3mSkH3mbMOPjeZPwVdKg/mEDgvshWtrB3QTZwV8XDaDPVt7tzraze6zU0Ia7xJAn5XBplxW65uTyB0TL2v/PlO5O+DHcrD2bmXq1X387PfqutX49QJ8Hk7SQlwBgRFMYQCv/F1yLVUZ+Rk8BT6Sh7VutWDWDq7KMNoMaxDNyGLOGHO5oQy/ET5kAm5FRKBmE3ehNXX1sLLsGDaSo2vm8Cio5jmMLkAHgW5uVm3gBJAa8KodbLe2rjMd03O9zxKtUoUcVzbXNATnh2s+Q6Zevg5JdwGfrh0MclgZAvwU9AG+VU/T5prmtPM5Ss4v0x4WhPoxuJrAYZJ91gJG4Bf4hIwYSqWLMow+KJeY3t6zKvmtjBv1YGYlo+H37JjzRC2hG3vHWMBpogEEhllXr9bVW9epTflckJqAD9Eann1OVNPwpAXsAn4IpZ2jvvzScf7S5puPXYf27PcHDBjmGsDm9DEa0bSAD/qyDtu+AEDt820Z83B4Lhh0o67RjKvzf2u/Qf8UR84f5ZM+fizA3x/58783AClbf8dXSwvH0VAIjhm2Vq+MzZaBed0fO2wEPjXfBNrKnc/rnYGe3fOWLbxPH8tsezBlJl5dt6HavhC30PgxzXSPaOrVMBQ8lt8AXxFlDk0uVTJ7QhnxrN3LCqRQVvx2oWICVCpKms6AkSYd8E/ViNk90xOoS8vKaGDzTD+xAXUNDh8YZ/+yjDZPMW83uw4AaLKbCdkABpsiHdwVdADZn5mBEWCsLeSzfS2Q2ZeBoK8DVFBopmK+ok/VHQSFK5tVD7hpuYDAHpXt9MpHTbtcvoLWUmbAaPMmycxr+RywZICvjnh/fpyft2ihZ8e0ZuoPYGkF7h6Y3qOYTzR+CqYSULWk8Um9faCohpO1bxbH1tRdWVko9ipuaCIzKTNJm+LsodnLmqwzjEtc2cuXhRsFpGsM0QEQhrm3UJylA4Bt7LwyAzOQiid82HzZ+TrdKfkPPE0rWAloFpsruwm5gz5f084ewi7XGQCYHgnX5rCT1hoCJ2w/XAJ2Djhpbi/z/D+eW5ShtV/EEyvc8Uf+/O/FP/zX/m/pM/qW4Xtv9v3Dv/i3pNunaGhnCBa/AvMiTQNd0YP3EA1eBF7moRs2gkQO+rgMA3aPnu/AOCrHPG/ZUzfz5gVmD15Ly0DggZp488779HkdhZaPYlPQZ6ZeAL43n7WzevOe7M17xjJhoLCDRFQM717rJaf89kbHMPn6H+3jd8Y8Nk4BfRg9aSx2E28JcQCW3r5q0g1mWS5/ohsAsJzxesf86+Wn+Wqa1u7bj/LEmJMm86vlIT4GBM8kH9FYPnRtYZjrUvNxBY4BNF3GzARb69CuqYcwAauwj6CadFXDlo2V2ZrARf4AilcA7yCeXIYBaQzADXIWybZqcTB+iBy0f17IWzE0uGGvPPptsmq+PrTp1izRnLox9fY8l+ZeznfM+VLaonIkvCFxburmfGOvP487aHI6uI1qLL/nRyi/Rg1g8Aym36WS169d4S+LAa9Cpt4j8QYGhknTzcOdp3kGsxmY49gMy2WuTMFA8wa2eYVNv3bf8ueewUD0BrZ4M8Oyh/GJ0rx9+3w5mYnFS5g1da2Mwz2HG91sJlZPYsYCTY7o7ZvhiSywJ/If/J3/85LuRlgXsgjfe82fnX8LRFOsBgcmVR09jnAF4gbJAGAaQOskrDU8bZFnPQLqbzzLEvTZb3PccIeTGvfnY7D5rLOWbmXebUf/RI3i5xrB5E7TZzR23QE/bt9MUzid2kFBvXgV+OV2JLnqb7rfae+cJsvfiz4UMC34BWBTchn1Qz/Qrq5JGUEDV+BatKDlo/wDJETA1rRKtWkBSbvlx4Odo/nJJ7GbE4cpGAXdEAaYE4mBCwPYDlCytutav2qOEvYN1bWFrhnk7IUa04CJ48nRZ3zNKJlQTXvI8ZPXsYK6i/wABmgwjQxKTH8IPQTAAc1Bw8o0DalpTBdt13iLl6/x4HuT7xGdQMIrdkhedOBXNvw4f3ydCYARv5Lkk/zLK4WQv+a0kzbRbvu7wtq7M5s+rDtoGSq28EvlWrzXQ1DbBdANvZ6tVSFmjKeBYHICYROwagGH1i9q/EwL+KxD49gLh5qCP+MYDiRo882jPPGpHm3z5qaWpjzkGQxyCMnMsGeTc3K46HPlgzV+nvcc+/eR80ibnwcU8j0FxUzMGkILzxqVPz43mzVwN79w3S72Hf4W4Xut+fuP/8/fB+Deej8O2eaMarJUGt0UWuOy+JU51+LUgWMF+li2z2xiJs3e4Dk7dKi2z2Rk0+/nM8rMcVcaPwB4smavjr384nm9vWx23jAawE/v4LN71eHDAWGV30Bw4AhxPd9wppD9/cZD6Xl6fEZbE1rAaZaaP85TEbVwFa7Fm/gAay0gYt5MnvG7pnlbnvH6jbrXQSN8nJZO9YjlUV5IHDmHeD66X+YDwkgbrGUl1iGEV8e/OBO+FhbrEhW4RrDFoIgSAqAyECrlJEAtA35cnpqoAzjivCXOrZPGz0HdzMfBXaa5m/JmtHotUb6ggYv5l5q/kuSZaGWvP6bFTOt0Lpe9AEQrGr6RRgOPOHwEDWDi/AFEhw9zBuFTQEyrBwAP1hhuNIAA8OEYL4BpvT6wkwjG6Rz5ySC1X4cWcNAOLWDLM6CdOoeo88bOQaQ9phin2sBRzhyvjh7qMHKUeQxZne6xCibXP/7X/cmX8lFYfHZsMnxfwd+//2d/f7jfOWoA0Tyrwdbh2b56D9Swd18shzZyPj/ICR8CIOt8AocCPY5Tk65q7lTLZ2k7D15ggLg7Jl4GfJa+0vYx4NuBPgBxE2cBfWzqBQjwEW0TwIAgPL1d0QGLgD8GbrgAfwvwVqaNo5PfIP7IaThuTZsAQKpvBHx6rc7XtX8TXQRcTsuOFSKfgkvj5YDLHEAAB2cKTNlJZAKIAgavTMTe1up04WcD13ElWWatabzuaF7JD2CSw87TTZ1DBNAFTaCs/5vAXm9P1+AqwDJZMPiFNYQBsFFeBW09zrTHgT+ZevkaaUsKxqKcdL8AfhmoTPmuaJHQsCxHXabXqbwaQaLED9oayvDO4uDS0unoNygQ7OmIIJDNvgC2IFCB4AoEGh9ggL4rUzDTXnkGj/zDfNqaY9ByXvUOBhBMw3Hj5gr1xmVQ+KwHPh7zBtBO2+f7j7TZs11XuIHNySyf4hEO//Tv+hMTrxvhJ+APAP7d/+Pvmh7GasGlgSJbk8cPdKXBA5CCQAN8XibGSRsZCLwD+DINH2/V0vhEOXVNH/P5XA/y/M01fbxVy/AYk21dJnA48gDwNX4K/ICx5k/X+bXfWAI/NwEL7aTls9/AuAcBNQKHAVydQncD/DkP4rsCgJdAb7OOT7VwSyAp+SNtndK3Wj6h0a1fpjWCK21gzxsAm5w3bPkZCLY8JfJmMMhAUJ1BDJB2AGT8OCxBIZ8KYmFF8wKtgbwgg5lsSU6tB5u2wxpEAXvBweYQIEmAZ6wTJCAJBmwgMDTyN3kh95SXy6C0rUaPwGOQcwXGiPZqe5dIizWtlhvaiuW4B/5aeXWUq6CQ+ao2EBCAGH971yBAtwOAAKb1f+16erEMAG0NIIDpPGAGd2H7F1SfJ7KtYlQTaPPPThvIcSxDa7rIU7V/2ZYu05pFBX10sogFBoIK+jSwxpDxg60pNJqd44eFsx74Z//6/24q4yK8DP6+l2v+moNEgQK8sSq5XQ+UAfjqhwbmeht+QgR9qslrjhiHlwcAz/MjAAQnDefX03KHkObN5KZVcR4JLu31wKNUfDob6PzcnT903z5OU8D3+RzrEhnUsQwO+HivPgGMvKlntnFzBhIzL15ec29xI13imDYDfkCcgXookh9yX7J4Bn5Mk4WJj1xfCQke4DS+enqBg2TN592ntxGfGBDqiTGhlopGRTRugrQ6uUqr359DcNMGenMWzQvJ20/tADC0XIwkJJ/9yEyblq4ftonZtR59TPA93Eq8ctC0u7SljHWHMkZPXTWrx2FdnBHC+OkACiWAJi9rAneFaCLLBlIGqJo1Y0XuLc/gHUBkSoOo7VvRljmeaRH4Sb63Bu+/ndf0Ao7ANMHnqMCR9cTHEbeVk5z4wTT+ArbftrGz5R/r+kbX0TjzArY4oH2Al+KrdIE+ltcOGo/SPuRtXd1RKj6dR18rPmhP0wjWDrA637MWfDjOPvc0PkcdgO4o1dcEfj6P5hxSH8DxdIXKo6uHD1R8BvDh6M4ZxxOfzg/4WE6cFfiMR1+jB5flgROfceDD0byRP6Id/2Zr82F16oqZ36gffL4255FPz0dfO/hwL2Ob91VT6Jii2HrFBgT/X1IofcQz0PI1U0h96/C9BH92GgYAv6Z0/cQMWXLV08Sc65oxM70+pjV6/jtx0mhyJZq9fuqGOnK0a9yM2eOqmVsfE+iz/JymZlw9sSPdugVJnGjwao3Hv+20ferMMa/3g88EPCCFiE7DtBPI4nHUgM0C+E1ATUMYtMeYvKN1Gskb6r6iYaC1lCHu4Zfx87mD52mV+w4tz2h9YnWHEDRwMR0Fx3JOFWdZG28v18ASHRtmPaYWNGBJ5ZgGzQHOA4mpF2M9+YG2tpoBYXDgML75c+Z2yq4r2rkcKZ/ks21hrkzAs1k39gUPCvqsTI4TsKTgbiqXaXWOEllr4Bt5xXx72ixtkpP52ruwAIvJt2GQ5VLehZxL2glQJgAQNfJYjg8dAFqkpplp1sdSZQDaGsb6Qrs3pw8A0BNBngktKM2dP8r4jvqsHjJet+Hk4fNSf56msACOrjQ/PZ+l2W4XvrdfqRjbvogDRb915xFKs9NAbCuZyXkEcL7jhK/i8U2WCKHYzKy44hPW4Q5e+drhe2f2/Tf/zN8XHoAFPpNXt0/RvYLYLJvlUToAXRM3vop0E2cgN+XG+BlMqkn3c/8SMg1gts7PNH2fz3FlHtl6vyp5VybeyvLTy706tcPSVvv46ZYuS3Mvg0Mxy04aQEsDoglX8rhZMzhXxHWAQftXaaIXE3Fq6mV6AheBBkjNvil9KLeOdGBdrvINPGtK64AmyB9PBXG+CSAL+wMipilIZ/6DtsvwrPP6PH5VC9w0HNYM2ry4GttWa7G/xVi4cPJYOYvw9ikD3C28ehk0uWk57snHMqzASgowH5JGQHMqn/kXwjbsEOJpJcpt5SW0qsnzV9u1qsqbeArfpcMI8ryTDMB8wgfTUF1G/hrl0PipDQQArsy/AK35a/FL8y/RTmv+jFeZt4LJzMBAPAGkYG0KZrOurhGM6/7GmkDTFqpJmE2/z1qaxg9Ms18faHyA2UFE1wo+cYQtZs5afFsZ5g1g2mJG1xdycI/nTR4LFvcv/e7/Ci+ExUCzyfB9An//6i/8g6FB+arOFgAC+OP1eRp4ryG7B+Imzgz8GCwpwBs8BhBjMGdfNUy/AoK2to9l/HzmgFI9eo9Sx/FrogVcrekLeWrU9FnwNX/IQR8AOr5tjOoO+vy+/8yOb1OwF8DaBvwlwE8BkaaVwAuRF/Hfgr8AggaPjE5BXuBNMjjo2XgBhzwFeTkEAhuYGuXOdFx2Bv74dwR7vlcgFjTSRrUDO9aWlYq4vk7W23n5BJ64nea9/SJtyCNA6/bpHZo/4Q8gyMJnIyvtpMmT+qt2MThskEyp1rC3gQ95CU0ARR3QlToA2ATOqNx6cD3KROf0DBQnABWBo7cTMAM6b5dFOSWRl2VFQpeBP+bBMkz569yGGQDcgT8uT8DgtP7PQd7I6yDQwM4RrxkINLYP8uxlIOhAqgO1qzWBAK2xO8am0LMncARmH4jWeKzWAjLYUhoDixkoZPoHzlCHAADLMzhnKB7IPH55HSFfNZgjSoZb/rWf/y8m+kV4Gfx9r8y+apYFxlo7C6rJsyuDrUyDF/fxG7SfaX+gT/WBRz0DKHTZBOwxoDMPYTPnGp2FlRdvi4vAbfyeTbsMTBX46bYtzNu69Q74VaHVUzrS/fz0vsexZy88/0i/9ykw85i0TV8YSsaP5m8rkgFkEK/MdNX4ZaCBrvMaN0o7IjBjs6CXPdEMc/JUJ6oXgAZCatzHD1Xr08FNz8XfVAyi3TxsGc8BGsIefgaoyMu1VESniicdM+fekgZSyiiT+DGY8EmYNkF287KsQ9RriJNNlI3PpMErkY8BjsLPjOsXeJuw4hACAl1Bm0YmelD7cL2z9Xx8T44WkxaRQgRVSblJX9RyvF9NvOe29WsA11iCuCmk4IySrW8rqH5jcD6bj4Nt6CgzHP/m8cameEKtxdnq+uqQ0agoHwBy+iNTcFcE2LrBAoQ5xgy7rs3r896T1gQare8HSKZbVmSMhjPTdHVT7TCFJNXpL8Anyt/SD7H4mZn24WsDbR5v6/RKWxNYqu/1Z8fP8VyvGsPf6NjgKDXgDQZ3APAEPE3xy7cM3yvwB4z1AKugjXvWx+SKbduT2abJ9sBtfV6gtc0dU9oIsBrdAHtDpj3gy2gCAD2Z17EEhtmaPkvXdX3AeIdUG7gCftGpIz+eLR98elmitWOQqMulZmBXYlqFr3u5CkV5sNyAL7C2CQBy7/GwcrNChAcWdJByIPwnfrTpq4GeFCyOKJDcADqgIiDGWT3TALFtchyetp5GTbcCgQADDwJQVgZrP2iS5DNlfXPbgtYp7DSKD3ZsHbWleuISwCsrEM35Jd1B41mDTFfB+JwCNEMw8NZv/XAaBXxgYEaAj/kSsGRwN9Eho0N+j/gcJq2W0QqYDGBRZJ1AZIk0rPVTuYf8a3k5cJ9flet0Cb9lOSX2ufDylHobNE5r//hLbAEQC5XjR71R+bVEFyNeetqu+fFw2YbQCgABWrLaeQQlSr/a8qMTXeNXR/zcCH2dXR3mXjYHe9v0dj7d6kYavWLl2/KlQQPMdHxMnAFFm8fDWkHabPqsxdcpKu1Thpx4+MIa3Gkcm5u/RfjemH3/hT/9j0xx4Usk0eZxYACY7QP4+YweOZ9lzeAKuJnX7VGqr9cD9qZcps3W77Vr3GcwO4vXvrKenVcG+FbmXQWEDPhsIMicOlTbN+LHlTV+npfMs8Gzl/Mw4As0iKOrb21SRjrlU9NoqZJGfJ1rVdoIGqd8RNdkoTLpPs0HTObXwFP4rUzAXhabZzd8JtrO2+movWpJaCVPmKi0rkBck9dpyxNDK5nQpuv7FnIEcJ4dA0ezIG9Fk4FtTXuJlrdoScpnUy3L3mh6vQTUu0YNCXjr7efn7F4BPXpGg0dJ5XDNahEelIdpR10FLFn+HW0HfaqdXfKxaiRr8vg+ALEibZDwbPd14jnRYZFvWUYNcS3eEArLWGMdp3y0B6A1E/82E6/FY+ThdYAAXy1t5OUtYWweUFOw/b4yB9u9zUuPckK3imGa9rvNd83rt6TrBG0tYDAXL0zETGuexKutZXie/1AGrcnDQfFDhjVUS8hXDf/27/nPprgklGuSGL43mj82y4bjVga6ABDX62mjfz4f+NBdzRvtAHrt3g+w9AOr7fqJwFhYr2det10OPXItA4e2Ps+OW4sm3fat1XgeYS0fX62so/a4Ek279mXX2sh9x5wHb91ixwBZXrsa8MtAXqQFVBMIKi/TuA3tH9aBQNvM9G0hm8ynQOKWRGbVuoV8C6DAmq4UXJQJSw1NHGvuzBOYZNqZfRVoTaZc13JJnTJaBjsA3EmE6urNUADz4GUT7PnBjnLrQNCPchuNzubTdvxcB4SHkwwZfZLsfVGAlq6R482OY4PVmKbXFS3x1fJa25XQNuYYMHhheACLmVrXvjHgOz8keRS8SWhlj4QA/KicemSgsKS04X7TFwOtX2M9FUTp751mL6vvNF1Knhk4YwKaq5CW90oILzsNHAu+vtVLNkj0xpHqkKZPU1QAAGWYc1veeDycKRqGH+/gMI4T7WfdynYwjW9bv27WmgwQfcBQcrR5tpuN+7zmW8eYskPn9T5HPzGAqa2b9y3TbK4v1efztln0mO/bCb5jidl354cICPGY8ITWRf0C2Nq4O4zia4bvhebvn/lTfzCNV2C320tnp83jg5nTfGRqnh1I1l65moe1fI2WAV+kt/RTXhbW9kUeUZPHV66fmncb3UgL6USTndTRrgT8JlA4aIwhH93mWr/+O4A9yjOBvwqE7V0EJKZODVk6fWBP2r6wyfKcb6TRvXiZrrR/SrvSIqomrcVV+p3Io+UQr1qScpkv5XHagpw/EDdetnV6SZ6MV0urwq+DB3YesSD5XBOqgcvZzXss2wIsjfISutVcytdkXN+e8kG87LzlGThJvgzwUXy7H88o3Zj5gld6cgiEtgivHUjjuizSlZeWm5YjdBntCvCiDCCfefsCGJo/yTdp/pL0KGsN94HOZeV8/d2i3yiI2j+/1nBVDSCnsVOIXb0JSAvY7iUvpQH5RtFGP23OTFrAqMGbHUgsrJxFTBs406+9iLNdQEwzmJUZ6rfQEmo+1RzqmnwN/97f+IfTeAqbEWqR4b2Dv3/if/3Hwv2dHbSVPo+f29KAnIUdKFQe2Vo9vmegl4HB7IuB1++t+DFYm2WONDWkwdOC+Rdr8JZu4WJpvC0MEIEdINu3UF4GfS7cTDvuE+BHtEV4pdu8MC/hDUQwFsCf5t3dQ3jp7xVA5fusDp5eQ7qBkzVojHHbewZviVk41A0xftDFV3qX/xIcShmB7+LVDyDyBzEEGnh67GVK8zHNBty19DnvNJSttn65yK9m3S2A0/sNiCs11j0FfdlWMBg8cmClIHVRtwQkznVJTveA0Oo9gzSpw5BbQZ3lvQCAB78I9kcewAz8iJa3gvE4O+2DANxk9k3AY0EEcQoELf4IaTMgtHilYVoDYhlYzEy/bCrO+IVyUKe4SDeDPAAOGGf6fEC5wiFXuOU/+pv+k2V+vAH8vXuzr66VA+Bm1JE2TLyuEl4gfABBW8enaQDzZtXctXUAACAASURBVMpBu5is6VPNnC9+lRHZtI4O+BLN3aSRSwClevNqut1nThrtHuH+StOnZt4M+PGoOwG/6ap5EQMDuxCPdWCQaSAoK/sGr/Be+yRY48xikzKXVQZpKKrkPI1dAECJiEHrRB687mhRyWRLZVpZzp+K9/LILMxmX5W3ltI6joE0kdHiawFp3kw+gM2jOMb6O9bSsabLm5v7QqdjQFi7HcxM16p5cyBGk/NkCkee9gqtx/PG/iyHeB8H+ROgFZ75w3iMa+k8dX1hACyBlh6WgiiTT4B20JgpL5efaBR8JbzStYv0LqSAi+VNwF2axnFZfqUlbRpHreozaZP5gymRO9U+X/KSF7HHD/OvFTgung5xBOm82AkkK5gdRGrPY3MD49rTgRe6k0gr4+hzKq8LjHXt90cCkiypjk2lMzMqz58fujXvQ9+i2WUtYnImcNhM0GMO/0DLspqTxwCVQMMKbBpueOGYQGFbglVEK3hKHbr5mvDLah3g1wjvHvz9Rje5WqO7ibVGbdxRTpxnP3+3H6di19+QXbobSGuN/p2BqAXg++7ZH9Q5AGDweCrD5Pzd+aEDvBI6ogHC72ztn2y8rJq9lEZApnrsPsWUzHmfJ73QPd60fDYMrPbsU6Dne/cBQJ3372NaGB8FfqcOCiPNNXDpaA7Mp3mM5Dvv0GJMXafbfen77k8oCmHgd34K+ChqNS/YmFyMqGJoG3iAJxDmnrQF/cFRsRVhjnCAlk1SXEYdv+cj2Yw3TTzMSyrXmi6COD7v1cBhAy99durgkAGwsyRQWQum9XFBg1gwrbGjZb3BfNyAWLtGU+CIH3SYTnCaAIACpWM0UgZCFCzUo6CK62bo+g4QJL/yZPDntALCCj3nHp8ByZTXYj3f4BPLsjzF+4KUtehL4V7zaCgL+gyL9M61wil+j336JEIVOukf7vmrg08oje7LSK8VTdtnoM7W1nY6B4BdkFrbWru2bUuvby04DnPsgIM+AF0rOOIMiNmWMqbFe1Y0nueBxzGAH2rxI+OAtvefrTsHAJzHBMqeQNgs+rSj53pTsGbQ8nzX19r9+vkxeAubE8mvPx/4UJ6+No+9j83E/OvnB5/fPxznUN6cjwDKPj872Ow44P+TXUc+0LF1fj0/Oi4Z5XZTNGoAk98ivGuz7z/6P/6TANAf3MOvd8PVxs+fa2z0zBQ8a9Xig+R1hJmGjn8Hs6to9RjQ7dbvcUNlpt/w5YamsMlMuyrPas++di80VFYK/Ig+1fitgJ7RpuCw/SyBJwL/ksTHuI3ZF4jr/JhG6lBCufP9xOPqnuPqTBvK2fBsNHVLs9KKZmVu8zKoXJhnS53jPN4mwRPTRJqC+JUZWeXR+fPFMGlD38RkIxcS4JBsR5O1CQMvBVlTvgnMEAgLQDDSZ3wnnld5GWTeybMqcwcMX5BjCQaBCP6yMhjAZ3KUmperNBLfZEjiLexOA+n3ReqAMsARCqb0Ak5XL+BRtJqDeW2fegczPa8LZDC5Mgt7E0uamn55jgRmIKh89fdqfd5qM+hdHJudV/jibshwzX/6t/2HK/K5sCv+r2b4UQrWuN91zd13osFbuVCvFlUazyxdHUYan9wRw8swbaHwNKcMC7u1e/Y7A3wAwhdTJfqtWZfB2QI8Xpl3LW7wsYykIcSIc/oM+BGvCegBbXDidX6usop0y339sngCJ/Nn+6Dx/Wlpoq4dlDD7nVaxlpmHyuE8snsSq1h1GJham+54VAAHXKvK+/mZGKEprI7EK9AVBLNs0CKK7GEfP97wV8oyeSu1UX3MbZs1Ne/9x90DVF4GIi6fm5atGr0Lek0XoeVaAu2kHcry9nCyho2ARQCFkm+1d16qrbN+cLW+8Ejiit73H5PGcZEvk0V+3wZ6wm8CfkkIclRMJm9Y9+aXSPKkfZALSDpOqeOs3sijxrGE1//RIOGbQJNcFWMvwGppvfxKlW2sh+YPxKtqg3TBGNRVkOICfY4wkOfxfe7p5apZ2DizQsLay88YTkAgD1LDhDvC8zx8SxnGBt/RpswtTY5zrQhzvzl78lYv3/WBYWWqtTle8UiGU1a45muFd6v5+wN/8p8K95lnrCHmbCElb+PCiH8FwKLn8LG9X63NAzB9EXBeN1mV5rU7aft6noK4H5+Vpdq951lwlNysCwzgeNY5Pdurr101vt+T+76HAApp0BCgF7R9rcECj6jJ05lq8Ju0fpJnp02zssJ9pw0gi/OJrGVVlvFJygcwrRm7p8FLfgtNyksdJxiUUZ4wH2W8BPxpOgOEInWdeBdMx7DpGr1UA5h5Dh+YgKRf1dOXg9YBF7yyq67xW034NHHzuraMV+DBwMOiGdw5jRw/x8fGIZbBsgZQl4GniluALYDvghlkal1WQC0OJW8DfZZfQektXjXyOTSd8oi8A1TWeJ+V38uaPwaw1/5pHu68R6TLtIAAZo9g0YrVWlKHkPx+xHNc7XNVRTw7mNMfR9825thrBc/aTKE8F6oW8HGcEw9b4zeap07zMsul8zmvD8zuuc2Up+KMFR5Ry6V6MFv4o7/vP0AStHdchner+Ttr8f33OLDZdqyxm0/1OGtp+wbV4ojfeWwA3nfPePauraWzL5bnecxgbwESOS+rri3+8zkriRngcb4M8DX5Onjko9nQx986vHcnJw3sgd8E2IgOG14jYgH8qtBcAb8eyoqHBk3LaMsiPkub7tvMp6Bn4sFlCw/Pa5Nkwos/cmun4zwrDSJPuFGzV1qcOV9oXgYkpv2ZQMdIVwBtvM6HgINq8aXnbc/c9u7zNXsPDIBqdZFNjKs1v6w/8yuvv7NmMFnKlDTkPePVy5J4o8+CAiLuA6m8SHjxhN7rzSeG2J6HBgBh7Wo86RU5BXQyOAngkIEyLX/O0qv0sWy7mmwbFs6bArEFoFvlnegElN3S8ukLt+OpIUvTD47sAyRJW2r/XNhK4wcNFExbmxaQtXzOgkCSrQXsBefjee8sDbRhcgKxeF4rCIxv5NNEM0BI85bOX4+jBiuZtYPp2QxQjm3UxrzK86jl+/R8hO1jJhBHL0Gt1edzy8vKje+ej7gGkOZ443lKpz9xdKdQk3fgEcYrY9kZDTY9fChf79SPdwv+VqpQXysnVwvsLPFdAh6ztXimlcua/ZQRLMvPZWaAT/PwsJOBQo5Xc24DhZC0wb8u8qtGz+nrwoNXaagNQmEMbGqkmdb3JTSD12rkX/zO7tHl4bV7Jt9bwaPxTEBauC8DnIR8xvMOAExk4TIYEK5ELhTJC+uNaDhwRCBo84oDFLpXgOiyGE8GfASCXO5j0EWwIX2RzMct/wCH47QLqbiCCkS5V92KeS29dMUEfItXwazR42uyjtBAVNj/LwExfD4w8wrPgru5gcydqZZ4cHvVI15Hvhnw3dLOXQC4LTjc5Muef+BJ6ZdlhsRFvKZZw3H72YfTFc/AZyXHYtDRl14BoKu6ibcCRhpY4jIlELhDT4vWoyF0BIhuZQLNSwoEe1HPPk4H8zBG0z3r2AsQgJuNgXlOde2ZKGvY2dJ4tLKSvQFl7P9kiiDLQ8CQeVn4rg7FUTiuDte4ZfD4epDtXZp9/54/8c+Fw5EfZGvJnCZWiyzNLXxlc8/MuepabuEptEbjXyO1hPfrueClfKJZF1sz7srTVx032pVeSDugW9LsdynoHmN13q/Pfp99MGBt0gTsBk++b+CLmAWPYaENce2y3NeP8pUsbYovEZxRGoOmULYew2Z8Tyo3lRmjM2QbOkPipIypPkXSenxRmsxUq+2R8Gy8DGBFs+xUR7S8KxOvbrSs+xBq3RUsOo3yOJIyQYCLtsKZhoRkEvRj6oC4HUtyZbppMl2UNWlSWV5Jn3gJ2EmBbIm8Ao9EaxfoWFYrx+WWo+UYJAlPlSXQZZrDDNQxKFE+EPqsPMSyMiAZQTG/EBw/5wOouQpmmezBqjxpfeqUNtojScMiH5DvA0i0l2bgCpSjj/+8TyAXe7SXrRxDC2g8+HfzHB6mWDUX82/jr3Ppykxsx8tpHruqIwmbja1rPYie6diMzCGjyUzLafpir78Mq3D7KN75b37/v6MscrS4Ce9S8/fJ7SG2rcoxAR+AFoGW8SBMLatn5Vq+z+cRwJJ/SaABs5p0sPnc3a5udnmjC7nxXG2/cvbrMwF8bMaNXrvFVeBRlT8AImv3FOwB2Tq/fm+ndki9ZrOv/cDk0JECP50UlWcG/CRMW7vo700oCd0KhNQFfTq5G/NK5l8BA5XmzEnrl6wds8ldtWyquVPZKpVbdMJVOTJAQvldq8OTMWhSFBAZ9p7LzMVsjj1zPhWjLRgcAJEnm10zwOT74Vn6A6m8hermJtNivMv2Gp4PBj9db8bl6z59Jm+oD8kWjBUk/2QiLoPG68rtrvKRnJnTxgQ69Ui7rM4ZEPTZXcraTV2ifQx9NwG9Cqa3wHECjYvBI5MvA9wKMIX1ZiibePDvYP6d6K0hOF+JdWGEWgiscV4AFb4JzPyRDrgMBfB13q4Y6DzHPoGNcpzyZMoGNhODfjdQxpYkm2NVUcHz4eNoli8bn2z+RJlNv6XPv6oltHu11h2l4lM38RrdJ8YMHdQaL9MG6l6GrGE0/KHrBo8SdxjhJWOMc87M2+wN4V2Cvwx0WXxGZw/EzLaurgXCg+MHrw/l0/MxlWVgCxjOE9yBjBeDrV06r3cI6/bk5XGHjWRNoINB3wdwn346mCwpvZmSARo/6njZB13krzyct4I1BYgaP43sSb5V6HlXY+Y2CFgLcXdoreAMAIqIXEMeoxWkAcmEzbyZtg4RlEdo0QScOQggWQq3uwDBcJwaAdMwGS2AoJVVNmYwXqsXwRgBPVAbEcBL62X8koavEjcBo5JcEzpnkQABLl+BnQPDpAxeL+n10Tok4MZAcyiL5A2geup35DQyAaWkzai+KRBc5AlxCTBjnuGayY25ToqF8nJrmr4EpkkdXte/EChMhZTA40h49gIAaxeGgF2IB7BbB9ioqhfpsnZ6Ngk7R5oT1Cx8dssQKy14fWDjbdcIBm2O1XWCNoeZefhZ0dcJ2vxJChIDUDYXERgM6dLMDuqmI1dLCgx53SHvZQgMvGH4g3HJowNCDlrW6oCIt4Z3Cf6s0fQ90PfBgqbb5omr10wfOAACaId7E3FYOV5Emrmsz/Tpa1q/7OEy8MrMtPaihTwO9MqUnu3TB6pDVm6gZ6AG+EaiOAuNZoiAjxkquEuAZJqPfu82dP5mQR+NDqxFo20A5UESYJCmANDzK1gTgGLjdvCOtnGcQcmJofXBfGWNUk3S7XctSD2Tz0IasIU3MXe+pimroawKBGAzlW9RXQbrZgaIlF7XEU7tpHyzSB1cVuEuXVYugfgMPDJAaW3dr2qeXdCHV6j/PuXc4503Lj/fCcRm6yYFBFWiVfm4rKUX8a4s5bcAjwocV6BvAp+r319n7r0OMnG59k/7msmTAcAwuMzotxKP4mW1hra+yWbfsVWUAUh00FfATncG7DyN5p+xLHTEH2465nWDDCBbzFmGGdm5ULm+TrBEk+3zfEQzapff5uhhhWsA8nON3sKh1QQH8JGprFEE4nGqvZkD/rAmV+BnbXsH37w1vLs1f3/rf/0vbtfpWWAw9hA7vDOtJXxl2APN1t0Zmtf9+RjomYm2lRNpeBdvNslm6/RKl5NluwP42Gs3NB7JEvLSOr7Au8tgX0SzyRZzOROAjPe3wV2WlqRvgR/xKGm88cjLnOMHi2kcrQuwomXc4H8lq4OvBGSoZi5db8eTxaINJhkSIJfKUm6kT8DRJl2aNOQLKWi6SuQ9reHjiTIBetylpvRslK030u/SsRw0zmeKnml9HoMxOeJOr5EPtWvS1gByj23mlcmg6Upn5S9A2ARcKH3SFGKu1y1ZFjJcAj/JvwOX4dFd8E/bIJNV6HPeNY0f9Jv0Lf+WtloP6OSlelygrUNbV4jWt4up+frAwEfKiesCMeXV9YS8rYyxzNYA8vx1TFvDtHibz7MtaIyHeg8z6GSAqBtbm1wWGFus8IyW8T/9vf9WaK65Bffh3Wn+ai3uTZOFqFLu4OzzXE2bY+zhWnieDxwF+NS/cPSUD0DBWP9i6KmfE/AFxLG8Csq3r45sHV4pwPMZP1lnj1wEIJh65grorRDaSeVsPwrQgWL4KkvAHgPKS/Nulpa1XQbAlvnz+mbhUrukk2+n9VtK43lsJX5L7wMPawEzkQ3AUObeHeJWLVQHy1uMD5vFqA6Fha2xTNcoATMIpLhq9VbtUyJPqKSs6RvnD3Mb0LMtiI+2UnHFPF/nM3EBTBo03Sdweq2ToEBzSadnDr8S6rUs5mDTTK/9iDlPczbjR9L2p86ui84aNJFKZ2VlwCwBXN4eCyCTAa7a470fJ+l+b/0j4zkBIs0voG8B/pbgMaFdglXLUG70EUfAxFPGoqAB5FCIh5dZY5/gwWwKfSzvHcAdPrTNesO7OfeoY56oXVtnpfT61LP57NZnmXkJwGtXm79LlAEj3eQ9zweOo46lS0JsR8Ox4qeU6k16LvBE2/4FvQz4fH+Q5e9Ji21LqXiiKYK++/wI6Ywz1CLo9e2YwrSO6RKqHtQJ5S3h3YG/T8/LkbKd+2eNI6BHA2+LYsjb1thlIWjoFIRl4nD5q3gBbSd9BdRElsy8O3hwQvH0rZwpWCSZkt+Zhs8N6YEu0k9CvAD8lid4TPmu6SaARyHTxjBNBgBtwpzyJvzdrEKALZTBwEzlJH5Zfh/3qQm4NSIYjRViIJjlVyCpaaWKDOJUYVXXiblyG8W5IdIdXEbvfw8a8C2Pmbo5bzK+B9OneO26XIu8Ge+0C6s3sExMWVcL8rsMMrEVLPtbqinL5Nb4ZB0dl3FLw7aSIwNGm/xa1rJOKrPwzctNW30Kl8DPbhSYZABvBwyzgi9ktLFwMgMrfwaTYQxZjQpDWFuy4yeFCHC0j7fVqUEAwprC2G7x4ft8ZzwMRIavmllGC+fJv6NZWOkNWOkUVKTNw3nDXU4Gi6qhq/xMKI63r2l8SSp9uRS/LMJ5hYNuhHdl9v09/+W/HCL5mJZAbCCqXpuGzUb/KHV+2EJ31jJ1EC4vUwuzVq4teJ1pOK+aZu33TJ+kJyNLcNbwgWABJgUI+zo+SotgmpkkI+MunfmlNqt4nYDfxCcpCzSGJnLlaeUyH5AAtiu+aXqrezllU2i+FuQmXJVH5chAZ0ZHcbWXFSYJXU+oJ14kawB36c5T5Asy1ESWqSKJLEndbm3vwoHveb0kX++mZwBgIUPw8BZQFNp0t9bP+Eh7TMCoIq4BtbISc/I2XXksTMhBhh1gZPlWdAkoDLIs02OjpMCuxnwqbwr+dkCTO+QdviuAugChFm6ZgblDTPyygS1PL5mMNEcUNY+WJJ/I5MVkgLfH8VyXbxWTp7MsOu8eZIK2a7asayWbmZhX+KICjiseG7oMp2TlZXjnT//9/4Y3wZThIrwrzZ/tss1AqcrWLBYY3Z/d8yYLtoD0lLzsJFEK8PkcbwyDuMnE/Ixq4OjeboBpAL5IN7xuBw9MptSwNs9AKWhQSsCdl11LAHmREGPgNvtfHTwy3gEksBAM9kJ8wif8xvT7JeBH4eYHfjopW5EB5BGdkfO5mTo5rN7GkV6HWaxUxA2WB5Np42Qjo/qnJlgFRMyDBKyQyT4M5gkYKMljpH5QOZ3BlwUx/5barUZmXj1jvdM+xu1ifM9EViCYVX3bGDVv8/PlK6+44L8q90qnfKitVAaVUwHW1M2Zt4IetHfV2nG5Li4UnLTlAlC5LAnQrNwOlH8J8lQMizuELgNlkDiWUQBKRf+4svcNkZ753QZ9CY+0nsprE1KNoRW86FMt3w1HkCCg1qQIb0qvaHZKe+dqzAZEYFefZYxl2ZjooLDPfWjbmU1nBhsI6nO4efl6c1gZvdFsLWGolXsPI8y1LmtXzhwHz+Oj8x3HGZZ3jTWGo6yz44HPNL8bv5bey+p5VzikdlNyRTIvW30J71yZhe+EdwX+eLsT3apkDrvRLvLk63FUX2OnplRubJaBvWoz3tm2K8tj1GT2crMva9yoZua+Hub9BPRUm3CyDsP0VIfVmsFp7DgpPqPbAb8Vz7vAD8hB5473Lp3avmRlFOT8dNClgXwCoTqZ+IAYR3/dd05lngBqMvBr1WKGQeDzgzgjKPCcnBV0AkysEWz+LYncXraZTzMNEwA8pB6hEOQey5ksfL8ZHrYncSTDS6kz/zsyTOkMxLLnPwGcpL0KUnM098kUbDEdgyrJr8/b+8cOEO0AX5a+BHQ5/by/Xw3XmtTnUo4XppcIsgVA7aahLD3T1DHtFQA02qwO3lGIV+AtDDLNOdGxQdfNvAYidTwipcDwCJ7nrOBNnImggDZob8bLoMumTMnSfrfr85mDqefzCMBxKHii86bihOezhDWId4CaruufwzguTx1I3xrejdn35/7zfz1XC+8yiVYuS29XgLV8M13kt+KTymBauykhdqgVjymnyMzyrTIG3int4LlKC3kzELQDfRnNSl4dBG7xnfmHJl/9ZrpFXa74TDVatNGSj/K7qkuWn+6ncqbnFGn5W2NrZkXMt5Jl1dUXG9vPk9mqLhBZ67WcO5lSGZn3D4iO6W+Fsuc9gZgFWAh5FDStZEpA5E5O+1iYtIMJv0zGW8Awpa0xLpM1K0dl0DJWcm9kYJpde17y2QDjkW9CUHneQHMjj9Zl1UZJJ5o8h7OygDivJvJmZl3lOTVRYplbytK1h6uwmvd33soZrtjxWeGLXai14M/9Q/8KsH/KaXg3mr9aGzo2RK1XC9zY7WrOELFtgqpatYfZyGpavHqgHGfYHiW7sinWVNcFHYjJaFi7DLp1S7hPwFyFfFVkYEu0iKF91DPX83VhV2DAvux2oORqdtgCmA1YXYKxDVhahFSzp8VxN2CaBHgXio+RwnoDCMYEU+dIUplZcpBPH2V/jmFtHK/D6un+cXNQHTWflOkyibnZm0cnfAMtm61ZtCzunuHUDsR2X4Ib03YzHQeRwdvDyPnIOLpCrlO6sRe+uYZH7vWDPgHFJmMtmEy76XW3dYw9nxVA47aTvg/cK8ufP9V/m0/LJXr7PdLrHCd5t0BR04vUb0Un98vhjgHOqm01C9Oxlo75Jf2CV6yn3sCJTPnYL+UxTWFCRLqzzPs1Ch/e6qWeYx6uVs4SjM5mX0+k51yTB1aOxrtaQb2BeVuaCqA8o4k5zuc03/P8r4P54iUawLIgU7IMr+boJ2BhhXuODWC9Cu8G/J3PNlKFK4DzGRvZN5bUEysCCCrTexEA3Mm2jJFugO7sbuu8lyAA7xDneUydtfK7WMsAX4CbWmcv3sHbZTQnDJ8EV6OpyRRHKG0fCL/0eqk55N83RjfmTWUvTbxpOdfFvETHYTdKJxOxgp9i8Vy+0smkkIIDnexKFQBW/LcCOy4znD7BVeOxs2I+dk1eAwdhNEEGYMyiE6AIPNS6YfH9dIvdqR1BhnkHpjmIeXUC3CwD11/L5GuVa0LXbhDbcyHj5ZYzCYAp/Gx2p4GcdOyb8tHnos8nCDmnlUX/ADD1IwaAga30MwW+Oo82HjWkT2EDHtOwAogatQOME883DDoZ8L2iy8YLfy9tbKhxnM3GmakMerkz0Gk0gUdP4CVA3La0ZViYn2mQi8fN9asfHccvQONjziXhi5ODjUFPm+PivOs8rY90HudqHk/m/4PxArXf5JsgOCVoIesAhNP83IPhnLOvqVQc9JbwfsAfb7B8qVWawV2ah740dO0f5zFEDkTc4mQUWcOnTEKsebTMQJTLiGSdY/TM3Yx4CuaA/OSDl4DYC4BP7zPgtysrvb8zavZAICz70Bx0BKCVbgHsFNNOtAmwC/wXAznT87gcJkKUOZ3L3zRRFbpJFiLMji9bAeztU8neiSNel1kJZL0yz267yQLETuFGe050L3TPXfDX+opwB+QofVfGRK/DwUU7rED+FV+VQQFfKuPF/cv0cp00gxIyTWQW6gWfbUa1BGRjUHI/7QkoH9xbWYLAlCEd/xic1ZiuZTLoonwGfML8Vct89GMGkGqZPzCCyDaHJtUM7Uk4oALumCLvnl3PKvsQXuEJncuTF+5ySzPK+yVOH+8G/NWzT3DWiV64+ldCdi24tTbQj6Y5at7gK3CQqYFLDWbe9BpsXgmfrK72MmQvwF2AJoAmpl91ylW+eGsD0kuaPr1P2vUWENjRTIPaQFzZ2LYEdoiDTMGcnmkMp+SyLissByi9wIKhmauSnwdcqlemMaxJfULf0Po4gKcolmFh6vXrVXq/8rrBDAjp89fu9dVP9XhrfpZRJrarOijNyqQ7XS/osi1iQvmLSTUFcNJ/wquafcCT6fbSXI3kPiuHQ1n8XlRpCVSlrJiug1xeTihwQzM109Q4Us7mnsfZWmxrKRl8VuMTl8/0LKj2B56HVJ4suBaMyiH561mSfqDtMebJkmzhclaabw/pJMwnk7ck4zODT+7X1JDpkrADSzwSxvZXx5o3hHcE/npDPe9fPRS46jdcgYjQraN5oXMHUfUtp7OMHt15BmDXVbZBBa5XYLxE1rH9/FyMKzB3gswD+g4w42znXPc0rPhJeQr0plM6dnynMkq8Yh57t7xfDVL/S02gxGXALr+hPGSiDZOyToBqqkxMvG0iHVJE8ND7taX3vsZVTk3KCbBQRYHLIKZc52+Aw9IfVEeuG/EJgffFq5g1XWHymvN7mWfCO0lXuqv0W+WojFdr/mjrF09XMytpULldvb31OZgZW82wGHTT87biF33FbzpRlQlX+2PN+q+VDUz93Pt7yfOngE/wzhRugD4rM9J8pYEmAWFh6KlSacvDcioPGZNs3FVAuAQWq/lhZJYHgNget/a9TOYCrp/OKb6nJs2LLgv282qpqM9D1h7KMiwggrLM0mYyd9N0uKf6qYk5xSGER7zsuzhnudvJdXhXYWf3nAAAIABJREFU4M8b8vMBUMWna0+fmWwaKnnxprzc8Sb28eEyWwDBYzjOpjqa0T4PC2CwrcMuXHUUfclW+S6+PJbA7i1AL9Dl8n8J8JuAHJDXTT7FJ63SatBVkW2cFPrggGRdyJoxFj3466Qvolr+4HAe5mAZ4WngriVGxx+Ldlt9TdcyrxdDlO18xHgNrkHk8JblLlyHDxjOGxmppS/o/FUVuomP0Hl4+7gdeO+wh7WrGxIsn76iqkXheC5PnrtZx/h+BgwZkkDeP3t86Ov6MaDDUYlx/v5oqTzU7sb7jH9KtxoA56jb1rkrAKgMFQTy76wNE1mz4zInz2GWbRrrpMF1HbnKFcpfvfQlXKage4eqjPZlk82vHQCiVMeek6gGyrI5M+AAqfvUeTZ1ANI+dBfffAnwA94R+MMz6WCrCVbTVzS7r53SeRjyP2qXga6TKl5GWM4fyrGOKHXQDs1fPelohrlsi7sbdm2g6ZoPmE24KxCUlXsnDngN9O34bNjfAoBWaCLPUkNn8uigKW2uk2bIkgDIlSbEkjP5bZJcguWDfgtP1gwFmbmso4pncY1XA3psYjyHST2cwpAAkfoY8WUx8OmcOKWreZOcFtJX+SHXN9KNOuTxr9UhFjCeQy6gpZ+Puq+DPi81u1IbLoEA+r3FLSa/Cbtk74XyBNYAUMSsnG/1/m3Ky3BwlGfxcDZ1vR0SeZZD+66zMJ/VXLiIL7SG3Mb3ae0g58vmrlXbZ/JrsPqE5U9UaPawta4GzKZ0eyEKATma5y1o2T6AEQ446Gr5ta66rEXrnz2DTOGSpb8413F4P+APmBskqIaTTpQ9MAYpx+YBGtjU63lxFXOzy6ymWqYBxa+2nYkqmxgYTIZ45C+gXc/FVTqUrRFZrdXLvhwnGTSe75Myr0bfr2Vp2YaV3Fq4aAMnxUk20VxNRDLOhiQbl1eDbaIRDI/kkHydF2sMU81mxlvKrA8MLVm9cX2MwbKZhhWA1ChDF/J85B3AQGEtI294XHWYIJn3FP+1rxfl+xxO7/+yjtQOk/lU24/a99bz4Od443njWPQVqxf3tQR0BK2d8t4BMyEhlvv3a5M+DZ98fzXgLIbmrx2WQ+LyawMzAMrARlY9ey97gdPaQZsPTgGGxjebX+6sUbX6QH6HOGkQm+M1lDrPsamMnYjnbzUtr+Z7va7wBOMKlf2qDhZWGOgN4f2Av8+ZbebqjVu9/T3o2jq9akgGom1YgZ0sbRVca5h0/JsybL2HdORcbMY7DQB3ZTDQsAvL9h7xl338jjwbmgmwcVDxrsAgMZyanrpimk1XA/Ty9DFNWTflZOll+rFvwpf2gs/WrWnhi7oz+er12fWFALRSPnvubVLL6F67znyuyl/LP9EgBwCXfcRC1v5fAl4UNF2Q11153F/Lmi4FfJy+MIfXxfsQZbjR2S/a65a2bzefZADNbkU8L2urBKjj96qcKzlIHp0P0jkmQ+aL883qSr5V0DrzbheR8SavXDWszmJz3sjLvI0rLgbpie7VtH14P+DPgh6kvorX9Cs67girrxFs6O6GDsbSNRU9sIaNv6gm0+qq7N2X1Z06Mp8X6nWPbt9YO5PZsty77b8AHS+HrD9MNKsRGl65qwlimONeAL8Zz2QQrlm/yPLQVat99Zp4fInzT5DzVTmAOIHX5Ldd9T3XsEh3/tk4cW7y3+VzR46rOkLiXmg/5p9p0V59zm+WI6tjFu6+JzJebE2226+9t8nxcnhx3ljRs0l4sWJiAYJ0jLop591ndWe+6fcFZd3JsOADhHk0s1Bl86xrKt/S/nfxgNbxS/HJKv0LwrsBf8W8c0ttO3HztZY8XtNv0jnYOoda28LkIt/p7F6/3NO1SfTltBqYbc2Fr70wup2p9i4dyZ6ao1952YH9wLJBOCugp9e5POR1+Upht4xmClczpdMJs83iKz6wfGVKnia6ZCBINZjGRwenrC7ZGr/kXq/L9MTkw+CWT/AI42fSBpA0i6gUV4AxQIpW0cs45CplT+lKd5We0AX5LZCH7pROhLs20CVOy/b90ue4muTE27gJpcIu0hfPGJgBXWb69PdktW50NchMhS3qdjPc0vi9GlYAQ0I2fr4ECFdjdsW6vTxvIiunZfPPbp66M68d8/yo8+Y0f5pImQdvNnd7v6xT3ZZb6CT44WviE47/kvBuwJ+pYO0Im8vrUYDz7XQWru41rBaiC5M9YNmlZyjgsrwrOklfjYuvgKybo+A0FmeAJSv3KwO+LKyqsGrOabK+agKudMHcGGwKocF1Zd3R8EUTUaZ2TRje7YLLYuhH1gV3j/nym+Sq8L42Ucuayr6ge5XPV5M/oZny9Hb90tdl+ZyzPvIF65CysFyLx4CDabJBhd+vq0D8V2D0m4C8O+GVcTLButsm2C4PytMqP4N15n0nfOs8tlqL8sb5dTd3X877F/jhS/HI6vol4f2Avxc0SABSe/0V3bd4qdMy6/30iY69qnS2XH0VZnSr9CxcfQHv0r90Hvia88hX4rVqrlf7jg/E/HhK7BOaHrQ8m/q8ZQ6OZeqkjujJlikJ9Et9FRK6N/F5S+AyH0l8UuYVXba33yXdt6zbD/r5ZMALX6EP3k1/4f35GuP7V5sjrsbVV3ndiduF3Ri++RC+nh+SxPBBu0lf0VWgHiWfs1+YX5da0a8QrnBGWuZduq8Q3g34C5qhZPAxULQ8TcD4rOi4HB40UrCkwiXpLFvyIZrKfqeOWfkq19VL/5ZJ51vw/EEHnfQ2YDvQZ/myZ3SVLtelGe5YpEu4TC+bOmZ9mwcZlfmIHx68cXO46qbHku5FLeiCfEk5U/05S5LOm0t7epnTWZZl+jeoI8v2pXUMH4bfuo70fHbvwuRZnvVV6aPTRKfvx1X66v159brgf5mehew9/AYT+heF3Rj+w5xTFnSXc/4VNjA+NfL74jmf0r/KnH8D17wlvB/w93mXiOuX7w7dVf63hLtl3pR958WWrQVb0b0SvoTnD808kgUGQxq/y5PRaPzddL6WJD6jyfjXm+nKM5NxFUe8DUhyP5vO4hU6TXegU/d0+sV7+8zfJD2YWQ9MX9Er2TX9W9VxWc5b6ijP51vVUcuZNGwMdFb9Ogu7Se2Vvnzn/bnzft6hX6WvwhWo+CGG3Rj+w5pTVnTBCvY15vxvOfe/tcxvKRveEfjbr0eQKxCPk7pL9y1exKxMHpyv0oVPOfmzerwZ2zUdCd0qPQup+TFLfzEtC9ka5B8pAAnsX+o3hO0EKunTeqedjK+GMIHODW8LolMTIMXfXYv4pXzeEgJP8q7dlnlFl3jxXtF9y7r9QJ9PFa917jdf2gcv0vmduPv+vCzTD0pJ8IUhGye/1tLL/TrBG+Uk80u43aSv6JqFrqTP4aX59UK7+EXhCmdkst+k+xrh3YC/4g4fEQzvrni+jc5CBrqzsaNS4o018u2FYYZJwWUl8FEkXu9X1zKXA/rCooRlHVadcPVptkrzfLOsGflqTfk3B4U7/kmafq1eykfE7OGbffIu11w5wYWML3Vko6eO+sqL98K1Ht0brl+tvGyrBt1LLN3GgWjupJey8LjT6xXdC3y+lvxKk522k7bvV32ONU5S1m9cqKkKST9bpGU8uO8IwPMfyXsU3q9NmLIuCRfx3xgU7rRh+Yc95me2Crsx+0a7rchtfpnYfuk8tjH3LudPkympTlqHHne3G6/ww5fgkd31S8L7AX/2ZW1rTmh9TMniNf2Kzl50BSKLFy0FLHdeSMVgSV4eU5l3BXKXeOWj6ZsXJawpyOqY1UGDfv1LWuQpFc1kn96GnMU3WxD7Ai8td6ldCfUusRJ6LaAOgLwd9H5nLrSiC+XLeOvIdcR03wqhoAGNo07XbXp2YkWFn0Kh6Xrg/LQBMsvef4f9u5I9sSq/aGcv8xxlW3pFndOV7ip9RaeB5PR0fSesrVZtQGm6HdWqfQEMYPjKc5T08WFKVw3c3zJLS9YHcZMu8JZBJXu/FD0FwJ1fmcU2cH/8SkFFXsqxQger+Wk1aEr8SxrETEaaZybZdlu9qOxJus6PJbkGPqD4i3ppHVT20EqEFxQXlN7nvwifrNK/ILwf8GcP4jmu4R1+Lq4aVnQ3OjjvQ7Z8oS6ZEMhchNAZdl8fu0GArnUlc1YHHVSvhLTbBe1svr745FrJtmivr2XaeCXcApp3bOF3J7qLdWCR9704nsC3fBaTsgEMvabpRUAXA5rdpH+VXha/Lcgef1+crnRX6V8iR1bvXRu80n7U/g5W643nuErPnudGDtdMXuW5ePcD75rQrd4vfTdvmWveAAS/YrgyvU6/7wK9u2WsyrtDdwlC+6O6mlM5XWkYbCFeNbzp2S3mytsA7EvxCTreucr/Qng/4O9zmZ5auXobFyYATyJzSHqVrMdzzdKvuw1OswFKB7gsXfJOKvVEFi5zbUJO4tljcCFC1bpxHbOoxSDuc8CZaA71czd52ZVc+b4UNnlumW/v8l31AwtHnn65c/3qGa8m/5V8u7Dt+Pyi1LUsq363i89kXTW5Hsyu+Vbq4rt1e+v1qnwTO5Nfw+5Zrt7nO+0c8r1Sx1zMKdirzNpZrsNOJq5mYlKf+B1zvrSNEvnumD13Bg0vR/m+EG6DPRUqMYNwVGp6BfL22JS1GmZCvrv9MXkmd16jtJxMjsX8czXGlPONr/wNXNHKXzCZ6lCGaDc/VO6EdwP+AEybMIYOnTRCs9mXmJcasgG64lcAfffsHn/U6Vr6oLi80q7b8cFbx0hkBMZCT/2SsM5JnTisVzCexNvqxmXy1Tv7zjTM/PtLUkbUkJ+zrAZVJla+dqtjFttd0hdCBPkGYflerUbm1SCk8SWJT9IV6PmVwZWWA+zNb0yndVrOECSjle2awxrjH3WUfefKpkgHjnLldJMzM58CcaBfmJmnOmTxX/t6VX5Wh1UdGZhp+2j7MY+zvPZczkRWfd52nepAfUk1fRr0fdAPIBlwrP/ze5ECwR3IWKVTOWEsu5h0d6/OVw3LsTXObxaC6XHHo0o8AzHsh5uibWXhwpS7mp/MJOvzTrY0KatDooUL3S+Ze0fZfZ7mUzN283y/pjhhhSconoVIcQomsjT9C7Df+wF/hdWcHSQt671Kl4jwYnBntys9QJT+II9xP71w/UFm+T1ekH4AQM9ROL8EHAJ4A/3mt7Nieun9RaLiOb+z1Bc5e7FpNJjGZ50LNN8mPvlo7bSLkZUnema34rMKCe2bgF92zdKTiY3Xck2AL5Ml095k5d2VH5hBivKgrT7SyZlNyRmAK8KHy1GAobIaIPGbRbh67qpZWwEwS3/Ucf1adBZWneyqDtwOYW+/pP24fR+L57t6Xo8er+/tqh8wX9bYr/pcVv8F4FsCQyeZgaDxuQSEq/KYfpIzH2TSb9UVj0VIm+sK9F3xWea/JwOP70ugx8TURXUeC3OkrN2b6q5r/zIZF7wdUFXJVAnAAThMBlbcFEwKI7+eEQcEnDCVN9cxhGx4T5RAZZH+BdjvHYG/E2OT0c9Yb05K6R70Zc8mNiTxyYCwtPHXVuYhW8zwB3rtA1FbO1hymXp8WZXfy9kCnKSXha+cQEtZVoMhb+pKfFbt6LJTevV/CTHFu+jE1+u5A4FvBYB3gd9yNHw9Lqy3y+q70uxpyLRjzHc1gTFYUJtKWciWvRtb8Bk/58tRoxNoQXMmtutRUc8ytNpXdh+rP0SOrB2yNgBQPpytzF62Bk9f0LnMQjfxEboR6qWMU/sq/8e6nbRdub2dfUGTaTIPkIzZ+EnJyzrYYJM9QwaFAhbyj00eRDEHHyPo/fEoKaePwxOf5F1M+7bTWf+LBF8CAG8Dv4WGb0m/iS+cvpOTANukQND5Iounx2Ayrww7q8F7mFaBbOxZmoN1fj3Ldng5CFOkc9xFHdM0jV+Mn3fxTbqd3QvhXYE/AF07dv9qoKw8F1cdOxNwV8vgNY2NLqDI2ONAHXVoBOnhJeNuMAFz5ziFn6RnquFhcWmFTy8aD5L6AieDYFAq6FyRTRCWb2Y1A8LFoDuNsfrWCr2zuwsAr8IV8NtNRgCyLTsmujs8TRaut66vU/Od8VHzIBDzc3oyIOFAbAeePHteXo7gwKMC5TEAYNB69/vSTcV2HXWp4VoeJ/Hn0bJfBARXmeCLauWozFD2Jl1lTNMpf0rHRZwi40UdcFQUeg7VtJdZex1U9kntrc/hQeC2RhmqTJomwyAoeV+piO+mmocnc77R0ZXHN+/ni9naG1Cui6DvZACD2ZikceH+6ww0l8AvqfduPM/us1c70Mm47YBNhp1J66b5rLwLh4imdCiR54iKSgmbS4znYieL7bzKGMHqwvOpyaDlJHI78DrzZxfKrHS/wCOhDndxzhd4/L4b8GfA63bgjvvMr/bQVuPFStG0nMt1UOB4jdL1eULqwC7jmfDLjobiDj5myCRvVk8zGTGNDID84d6IxlWVB2FAsPxCMn15y30AgayK50kmCPRamMbvYJNPMpTFbySA7y64y8qeyqpz2SrrEjwCU4cSwJHtgTXLtG+bAqAU3j1SZonMZnNHBuevfDY0N8LX+EZYhZ0UCvam9OXX2Tp/et49b4ESXrYa+ahGacsUy8pN5D7ICTgG5mdot3YW8viCjcz1vYfQW9B3JQFIYb/E6WXmshOeAeiWKPL9LjiXGe5LuL4C+nbDWpY3fTXr+pWdTbVJP70CthLnHFYAJ5sTK6b8+r2yfM9X8/bm+ZXE4zabMkJd6gaPWN4XcM6PhebveGL6AliGLJ3ishdzZwHz9It1VhUYyJ4B0MUAsOuQQcFhMiSqaP9qKfEaxkF+QahnhrM6XeZY8Kx921dm+hgW4Dh9zTHJDRAYeRfcGmX1me360A74Le5TT9y75WmZK3oFgRyf9ftCtIt2KkXSN+3ZtEOF8tb1IGnPq2AyOaabrJbGu5S6fWWOEmW4G8quj1xplL6ATjdm5vBSPbr8pVScm3xHwWjHhM5fp+y5ZC1vY4k893ou+kmiXcyfqLRj9t5PgLFgNS6MPHvAPNNrEYkDyWpMguTf9Qt9T+4Cw1dMvKshROu5KHvJO+sWIX0D+LKyk3bcmmw52JzBVqeadMVFObswaehWPDMZMj4bPDHJmMmdBZLhzR8XeEfgb2m2Vbu3NUy2JsAGOPpCAOALmFUNPGm6SG0czLb9AR/9/qD0CYwtTM3L8UKBj3jseudavGAB2AFT51YP35LJSj2x0OA6AUEZJJdj8EpWYTe9BHR/19LyJovMHTPt4p4Xmm/zrcrcAb4MVHIb6VcgmVeDGXYFCCezYQ0gwsCTAz4rP5F7ZeI9jpqO7QbojuNs1yJlHyfqeQwZDvo8XoCx2YQqMgr48XWJvYzjqDjPMl8fZ7xKOpev7a4yHCqjak0yMM7tQ+3C7eXteJw4a4lDoeGZmpiCF+sfQ3vWca/9IzVDl9q0afSMQrscnI/K1k5SrD04fQEcLe4SpHPDjHzLrZRW94H29UHn7iR+F/iVLF6vq7I3ZQzQMgNSm1fStiHTqppDvZwMnJKzROga7ESxa7uazLeZrHS1Ld2WW7vx/E6ytJvBx4f0itkhRmSc+rkoeKZ1f2wufmN4N+APFTg+t5/a6Ctz8JUiI4AX7XwcyqB39fEdsy0w7Tfl+SiDA64syCSb1SUdOIhfsJpwp3xGWgVzujZigMgyy0yDcgCjLOM0wOZyB7JswCUAOMojQXftyYHolmN12f9emnezScVpkgc2daDVSJ7IQbQleyalenxhZ6RioKQSEBj8S4FrgoJGiMtT0ZLP2woEsMZVZQCGWkOZh7zYtZwBaIy6Lma1TKZFyEAuMMCZXUuBl11KndLtuuK3K78xyGgr0SE+s1K7WYTq4S9ik/Po16Hdi1cH1SbnY9QhlwL+wkz9Q97B5mzC/YzKtueO3i8Z2PW6DiETUKjlIaGdJc/5kcycLTUHB/CZ/JZiAsC5E5K6LAHaZphIaXZAj+5XWr1pPk3mtqU2T+L49d6C2oXsV3UJsvar97uJOQJA03dEzcYpeM14Cq5Y4ZAdTnF2Ce55gwFk8KurtRw/WqECwM//838IwGiodvOVSjA+J5b7o4XxIgMvC1lWIGcphwxCy3JsgL3TBjuQswA4dRE/a7s4rebxnC+TZUE79c7Fcx/9YR4Nr+oxy1ln2kXZL5l4d0AxKzsDj0k9J8CX0WMBgkK6JJVorNsCvVX5wptNkStQZMBqZbrM8indHcB1FY5jLnsXSomav7eGybyayJC1CbfXcoketb39Xk4BN8qdvs00/WJSD/TTZF6ILonPJn8GYRnvTRmpHAG03OGX801BwgVIegX4AfR+bkDRVM4OUAnoW/FcgsuLZ/8KKHYNH899GS8Q3cJTdyvLBe2kgVzlYxzxtSAWAUiT4Rf+0P/P3tuE3NZs60FP1dp7n45gQ7BhT7FjQ/CnEVCMYLw392pTDIqCICiCdkxUCEoIISEQTVoRQtSQoKJEbOo9514jGFFIwx+wkY6YXhqBiCFB8Ox31rBRNcZ4xqhRc613f9859+zv7Nq8e85ZNWpUzblqVj1z/NW/aV15L7uvR/KHOABMZHv3A6+J4M4o0h4kD+AlUs2i2DBYK7XuKczLSPwWD5PIEeqXPGAE5rVXASLd5++pFIu/PDKdMuTnmb5C7DR/4a7fYlMRt32HlNPzDM8/Advc3CYez/dbfD6VQP1Unm86A7Q70F6d39HafRw++6qYZhXoq+oT2KraDxI34pEBX6V+rWY/5VcBpr6FefE6em0qytFNZal0rsI8q08B4PEYR8DofZmfzWP01JdChSntpXJuK/chgqxW9qHqo9YdY5cczvuf0rwx9r7ycxykEp6Jx4/SYwOts+30rFmK2QQy+jY+bDys+22kyhUQP/F2NEme4Ghcq9SN1fLhxVhzcpyb0gQU5gmcU56PKto8n2WeNKk8+w4pyxn45rUnt4UD8HsGyhKY8DZazD+pcnlNyfn52eR+vPpMaL3ndSKXl9Ep1pHn9wokZvMt68NBLWyeuYnP1tck2bxdgw6ha+7a+K6Cr68L/L2ljGpHDGBbXA00VnQE5NjAk0XSrGM3PoUOX5qrpvW65T4Qj5b6Gvp5mFRsDqtehBYORq+ZNsCR6uX7gD8Pn6QjjfFOz6tRIU8oqhbafoY0kIXyXwWAxxfr9CJlsoqmAnvh3uW2fF4fZugANPUHlWN5aauX2gs2cPxsbvrUE0CUxafRTNi6gNWIDsDEAFlg33J5Ut0mEOf1hh2VRwaBG5+22w/q/Wm7lzQ82nSQ6MTn8bi2vKke9+trdDz62I6vlktace76oP1UOgNRD4nfl+l59O5tTcDWl1p6LLX0tfqxfuP13DOonAAw2g7msTPBoJcPjKCmxyq3F5/UybOOA8DZmdSASAHiEqhkgNLoY8CcT/KEsd6rBi+PjQZ+0UYGYQ7Rz6KwN/ENS7tkYHWXDjTvBn4ngHQs980GMjiyNelQHo4JSHG96p4CXeZdtHFc91IfKlDbmEbpCHDpOr1FICpU2cyDbfBSkds2LnzR2pnP7YeEphPe+cL0Val9AeAf+Nf/xHPi3tBGsWDcxY/IP8yJlIBeHqy3IGLry5kmexltfDP9iVcryp/Vf7VuLs8T4VYeH5Ykug1UVm0d+njb1it8b0BVCQJRgL874FcCydfL70DfLC/A4IlXWS8DuAP/mzIHDK/zusuvhqQOr/6ERwZhp8RtqqTs+06Z7ytqZO7/iX5IuxUShOsDj1sV7Spn8H1H/4yXSf9YolWUb3XtuyO/gJlvzatcTN9TXtBs3tslj8jrBOBKAPNCPU1Pgd+zsmdtVWDr1Jcb4FJKB5/VlaL8WX0k0PYKrwPPiraUwt7xOQE+41/glAN+yel//w9/b2D1tEJKX5XkD4BL4E7lAkAKlSPSg85fdnnQGTDYX/QmsuIpIDzylz8sE3AUqi8NUawsCEb6TB9uhe4jz025X6F+ekaZSHm7WrdoW5tXPuVjjg8q0GbgyH2gMm7rNt19ap+AX9XuIe8p8KvaC3mvAUcLwaI0ebxRGXus5vsvAR/3Y7V1ssdj9aweMx1LirLH6Xb7N0CvF21U9bT80QVXkmJ9eOwucI8n9nv9sQM/b2NK9U5Jy6s+b3w3cDz7z4n7X92nkJTwZPsHwMLBVKFzKonq9FbOnsP7e+Tl3L7TaVmwP9TfNXSCAF8Yr3P8zsDTa1wj3a++D+qZ3iY/aytL8KyhVP5KSvOUhYCJtx3byFn6SuY5r0ov9C0+x3O7d9I+43UAfTrf3wFXA1o391OBpTPoLeoUvLfpnbRHlQNoBR6D9LFKVZ0GtCGlIMnwBc/T+T4qvkh9IfxySt8luLOmrw/8Cab69+Ylauu/NR+wM1wEQS0+9BA6Rl3T58wTABCgA8DrbX0h8GhgEfrjEg1PCvDrwPMNMUQMEO+f7q0czAnomPh53adtS8dghJ+HvuDwvloTQjzhdCeQOMvWszBkHIEgP4/tPWn0mDM4VHb6w1dvdVHnmXQzjpkb4PaqNG/jT2DvQDsXcPfItUWReDQb8xJssbgciPWy/R1LqXa7N86PatlAt/rwaDLtnttUu2ZpXCVRegQ1shxt7FjN2lqzNk5t7e3Ecq7LR+5rVa5H5feMD4AAJFsTPBKuvJYt3c6jb0CztcrOURafFtrJz6BqC33Y76f03JaDQ32mO52273n0/JurahtWmaxQNKLq5DXs1cN6vfRmU7oIzJOYPzHTu+/YtUKBVT6XIYLICgDyI79bkw4Aam+a1oncnTR9nIHdIf9V/rpGSVqvkMqJT1gnWiwP+VVoMe7DoR2jeYH3bRiZ9LM3gYG5AN6A8Htmng2y3y/TH8LBnUCvrsHhmYaHsbfxXdNXp/YFgH/oX1mq3+qBVLeTyw+Bkst62oEMEA+AYQOEB37Ot+3lJR2d5yDSpwHRnD6Xh/6ndquy8isk9cmeLYNMK8r2AAAgAElEQVS3lvqV+ekk/aw/FY9n/U9vkeTn+4R+p3sR3JU8XgR+xZuf1bqVkwanoM6V3WawAnNV/Zb6UNnw5Vcr29e1dAQQgGIv2vCy/WVWYFeBzhO9AcLjJ36dXp1rv8ucfN2ARMCld/l+FbS9Qu9lCGXWf6qjPNQO8W5q3Z1JEIEepexZzNfBZi/1JdQP5VpQtGdlmTZNHM/yuexQvkkAD7yfArNX6XNf1vkduGzPeFc8Ephiupwqfi/1h9o62tbdAb6KX64X6ArCYo1+FsYl44AToCtTxh/vwS1E97/+R7+3on5X+uokf8D7d/vY1MSHwJG3X3Eq9WPHhtyuLrBpMJdgTU9FvDxJEIVWxkZ941iBdyCUv0K2e0zAcZO8Eb0NcOLdJI5Xk/jxS1zUy90wKaDM/yQ/99wW56/T7/uL6DZVoA94Cu5CPoErA2UbwBO7p0rKZ6Qt2dllYLfAWqd3IKtq2Us3q1bDbTfZAIfa+alqcgjwoU2gkYGdS+WuDZwE5wO6vzQUHSit4MUfltNETioh+/TY26pSZYuYpW+n9Izurt2PCdBlFbMC1t4Eb+rBKw0fP7yZ3Z/dA/x5cT+0/Q8FeBzCYWHi7/ehIaiaNxWz2iUWQBIgx5DhTj5VeJm5/7M7dqjDUPXFKTY2Fh+ssT78fWFJoNLGIN5IvLUzqb01J92qkH+W6RnwOwJIyqf7rOiOIE3LBOE+NwlWaKvuf0mL1+lD/9fPHOZ67h+Ng9Dfgzfwqdzu5/Cbt+Fr20n6t/VNh1Klln4mjPoZrHFfJfjjH0B/uPRhOMvXdYjUzapdHkhWiYAQlb28a0dWn4LW9TSgJJfn++EJrU+xtJjLHJZ3XdFvBp/cVioPEcPpvrJEMY/jcuylCWqbWwvAyEBT1oSs4vTjYH/PS8Ao9b0vTAXyTjwywDvlF/UN+BHom4tgrGM7MbRpv3Wn1j05XWQpnKt6F8Dg3TWouyfAN8vWukvXgKtvWQ2r6tpZPixfpXLV+GoAPpC0kSVkHxewy5JA5flxAcPc1oc+JpBKgDNL35SWjyfVL9PlvjIQy+2Por8fH1dS7c6j5msfua03DV2TfrMG4Eq/Q/49GAg+GtYYiGNmAvt5rkAwP6tZYUIvBeju3d3WeItjyW0H47hkIAh6BtpPezZm40oDZvEK6uDy5UOaT/ICcsjP5RWv9yRba16YpJ4Apwr4bZKpV0BW1QaXn3hU+WFNQ3xGUvBI4A2Jl6//S12bAV9qq53aSutvfjZy6jcdFVts9z/S86O1NKy9bW+Ln3NZ/t7xdUhfJfjrl7hHzDraM0tqVPta0B+FNlM+/QA2ZSRJXPhBebAlYMjAy3405jXgcQKVl90cIijVsjXA2/B7D0CwqLNJ86TO0+cTbo0HOvU3hH+hbmewF8ZoanMbwJmRIcJ4b7fzb3qZX5lHS1DY6jI5gchCYhTyM/Bj4GWDLlWl3SRCXDNa0CfdiHS5Cw0B8FVhVrKHri7olfqW7cYU9AER6Gm6BXwL6OnxI+VXQJOlg0yTgdPb6AagFBgpWPjUL7xJx6d+YWBecxpo+NAGBho6BAMNHxfNowGXdHzs1/HIdFpf+X0IOipY+9qfN+lbf/l+3pZEUPP13vW3ABwIh3uSNuv0YaFk9LlfN0CQ7SFbaqc34BK3DWUgqL+hjhsBwthioOdb4g3Kr4NTtx6lgT7Xx5U6Oj0xAxiIUylgePcC7WHyqPIFCM4fIF7VIv3ior2BNezTTqCtwFrR18DvDrSlea7qD0CAqLLj459m1TOWybatbJ9BFpcnwNeGlHVsjszqZO5vZSNIdHp/NlVoGa/bad0NIeIK4Mb4g5/B1l8ATQjXJLzzfaSv0uYPAH7Hv/jHv5jTnbfw6S07honJ71gryjIgS+XbXHPgEfqd69p122giiLmvX95PK+gyj9P9CdWv2j72R+I13Xvoi9Yr7iHzsvxe0DFNugc5lRW8wbxSv1k6xzS2Z6oBskhjlxkEBgBHzRwkfGWZdjPl83mWAmWP3JPNHT+qXtCwKjjTVfwAoCPWr9TGd/UBlJK/V9OrquBTYsnfqTwnvsdgw1dMVlnKmPstRXlQER/4ZdV5Bp9sT5j7bbQp/85WMJdt6uJEZ/3e6NaBPaqZRtvhhV9pNoBUACp7JVuqH+tlsLWBkiylo6O1mkCVpQym7nid8jLYSvVLaWACbNvr9ARwlqAytC81fQVAD32r7qXMK3gc7yel0pbwhh5I/X5n+kv/2e8rWb6Xz1cp+QNwDPmyiUplf2dZQrfxWAM5qHJlMm4FcOQQJs3d2HZelXq1e5+fAkXEAUMfKF5NQJuprzZYOqjZdO+lJM4ahGtNA09qGE7D/EMni4mFeYevRq3PEsD0XEI6PDvrVwVmqa7vqELtndo6lR2AcwSRe9DcCkjfAr8bMMfndw4dfP5I9HxeAb7sbAG416z+hGVA5YODhiZTmSbJ26PFUDEVWMxeuz319wTWTNK22qqSS/AuvMnDjtrGp/4W81/glUHwSX0MRFWqXvPv0RKYm2VR8vgmPdw7S2+zxE9TDjwtqw+sbmUpIauLJ1289weBxqv4/Vfv1zGWZeBrHuvw90PEHVOyFJA/QDP7OTXqJF80z3VfBAJbmQLNhlIqxOkWbJza2+oQ8Ev1A9h5Crz8uurXEcgd+mzfrZWUzXjE+ffkeFEB2LJf1W+e1LdBIpfWBjOzsnuID6Ly5LXfuZgGsuYsP59nuMX6/z2lrxf8CYIjA0uDdADc2enZURKo0vk22QvYtfJcP04fElS6Zn8A2MAJPBiIpW3kuO3Qb+0X9zl78DZtP4G7Qk0cnEfmepEAY3xOASAyaEvtB7DMvwmKwZx5VQBOkg1gamcDtSh4pJT7Ub5kJ+BXlW3XUudnmvcCv8yCAF4NAPP1AmttV+fqkQFfJdE7qW+1nwomP/QRQAa38zHtrMEq1hm/bgKSjz3a6zEoYpu3zOtNelC38vFTf8OQjt4GBn3FdQh6G4E3ALyNx6rTtqOrkz1f6TU5iOvWzmxjYGD2Y4LHvb+solZeWWLYm6An+8GPfdoF8nO89Jk056X1ApjUc2lBhcvAvlIXZzs8i6m4gGCwx6TxZ9q08GEAU/FqvscTjGNKk9EqxQkAQgfrYWUF0W4TBfGorisenPUM6HFiUFDkVyBugqm20ep5Cc6e9CvMs6f2i+sKhLG9WgSWWY0bgbI5VhCvEKnjpq0gXc3XvHaEfkuqk/qVAF6JE4p+mY8BY4B07IQtmNftWPkO6atV+wLAP/J7/oP7SgUg0fzbVKh472L5lXxvytR5w8vaVqfixQB36xfnt522rMtSygNduL6jeaXtUx29j3QPXFeSatTa4evUhtPEull97v2VcJ9eLlu/btW9bafLHr0BsPVEq5dGvwO9bM93dOpYvHL8u2cqXSBK9UB8gOgMEYBDwQdw4FPZF2ZeuX5Pr39v++cv83qmOq7qVekUfuVL6Z+pibPKlu9pp40qCJY4suTQvIQLXqaWTZNVljzKAoO3vNYxSxBDO7quqhRwRKmkrZWpXlT7ul1gsBHMdZDyWeomNFkojwycmO8Gblq6xlntqx8/zBMJiCyegYanlwyqMs2gNlCVx35VQLAEdCcwl+nfBQp5IX6t7Zm530fZBucFurjest3c9sqeeKX+bKAy0N3PGxmPVDilSv/zn/+3jizva+7pq5X8AQiDO3jxrtTyAEn55eOSRSCJ1wWg7S94liIFCZYQkidA0C5JH5WyqjTKW2zWIAu8CbBYiJX0JdHoXFrslg80Wbxiu1nKp/VKGu0WPQtuK0jqrAP2iP2ZSKwTpYppRxBSlwceqZ+WNvRPvJH6x+UK/DSP11vm+eS1q0K5eCF1gi9p8Gbbvip2Hl+f7PkeJJG7s+ML14kHH7MDRpbmVYDvxKsznyWJG9Lxoe+hXEpbwBvwyf1RoJMBZZWqdj70C2/jYcdn9FU594H7dQKwdYorzocmeBsPkyoyvw99X51YhfyABCBo6ncFZs2dGo68MF+RB0toU0+7SjHh4zFIDheP7OUMpI+lBpIEKtibL/FJCniU3LXlBJIncxS0QJrw/eZk8QnAUcluwMXGMzXLdcK6xVIhnsCkoK94VAAnl9/Rn9qRE42EsjAlH9rZeBW8+dZ3EJnm/JX6iPnWn0M4mHDfuSzZOGxaxpyK1/qIUw645vtKX7XkDwD+0X9mSv9MfMx6+mpBL475wfLg3Gz8Wi5vMPfJdcyAUKVzwcaOwFAZ5w8o7yP3q5KyBTCj+VmyRnVDGBmlaYlXSzxb5HErVcu0h/J7HuI8Tu03GigVr554MH94G0jPyiR/3H8Gc1w/3Ys7czh9YzqiCcDPwNi+8N1J/NTL8hHqOH2Ovad1gLP9XpbKqe0dJwZumXfFo6qjgI8lewoKT3ZxzCfyqh0yJpjsoa0sRdO+mJozHTWdyk/8crsZPOZ+V9I8pXkb+y4gUXIY743Vx8wz8wKwSQTzc2THkcyDA0MDLgnMvGceNikfAOOR65wkgNs19c+ygsMH7qV/AQBRXgUADSSluiPSHgET78KSpIEttXsGZklqWPAy+hOgKcq3/qT2+b4CoAvlpNZlHsy3aCeDQ6672QIGGql5Fapizq/CrOR1PezqldtP/cpTz63pWQE4KzzzP/3XR6kfEpeX0tct+QPQ39aC3mcImJkpmyjWEPQDu6v3W6Zt05avNfQ3WQBvlrX1X8P8gfubDohl+6dhZxiMLalhW7x6HmgL2fe1jZv1CwRWQrvNDFQbEi89N0cG6oP2i4AdGkwSGbayay3cK0vDgpQv5ZUvUWqPpYDKO9pNpnsWgLeE43cu3L++q9Tf8CIKV/LfKKSUJ/kNP9EnQBdmhgPwy9j+TtrH5TmvNbFbqmz5gCnpq0Cb5tmwofJHH+gyVcVNokqWQR7H1mPJUFDrLpuzD+0KAK+nPg2R2gGkrWsFO+D+OKBi0HtJw8c28Fk6PgZeq/9tLB4ePoUBFTADHQNTajXvO9LotdLNAMlj4zP5z3vW9h+PedT+fZa+9X8Dcdpun8/tTUPLtGY2jxOM6XMdVm8sCZiBz+Wkgh5/K00G6NJOHqM50ORx0ZoASe37oY8lYGtmB2hjb4EujROp/BUS2/poZXG7uH1vYQV8pEOR+JKpDWBTqtk5l/5tdXRiwwacOG0hX070CdD4s4j5LdGU4JGBJdfN1xkIJn6ZN+cdAR/2crdRiwDMJG25vWKK1P6W9/+MJ4iG1pEU1cnWhH6tBWPx6vk5pbVRGrYt2IxO8YIeLyZAwBuMO8y2n7vf9RlIxDXfc/rqwZ/9+ARuzHOH0LXF1UlArwIAbeiuG2tSuxRgtiC+1hW40WDjfoW5Tk/yF5Cu4mTgaiCKAZEwzwkgHBBtjyOog0O5Pg96Nja30YR1UkULvD9Mz+WBVwZasgO2cKz45xtoUn8xVWAOCQDmYy5/wisyJgZFftyrl8Bd7lxxXal0j04e68jeu8Grt0uQrFSq3awuzd68J+/Y3uZgyqpbpVWa3ga6nV9HyeGHBAo72LFiqoFneZRuPtpV2AZOHj9aL7/1BypBzEAU4Rh53R/vaAFY39/Gw+9x9Uf79zGpcnubQFXvD4BJHvsCcepoojw/LB7ZWYR/Gw3W/GGB3rAIUJ8NyK8jSz2zajg7gXAyENx26SIwx6fuJKKJnUNsGvBJEzxhZNWwgcz8FZr61RoBQCiY3Nh73ScA0DsULzNQQGqjmhZOvHy+bGV+BdbK/mSwlHlIojsBv3AdAdnGqyqjPhxBbMiTrZzXiXuHEZozrf9y2yfl4XVo3G22g2t+OYG1avpnoYzeA+GXdu11vq/01at9AeB3/tN/rMy3d1YikCoXd8Hm9erSu/RFl+oJa2/Sy12pVPN767Ta1zVBFkAl5wcabq/gkfnZdY6hl8v5OeTyA6+t3YJ20461yHPrs5VLnc/XqOuFdrc+SnweDTjG+GMHlK2egzSWCJoKmMoaaFFrLtHrgVaO0j4gArYs6cvles111X6PAzJzvQ4JUsOTKpfVtwBqD12SwEVeEYgBtLXZgZZTrqdq2JxY8nhS+7JU8pWYfhVdxXNT+8qu9q3UyxWvad+3q4hzvROtSgknnf9Gb6am3dXFlYpYVcCVipglhqyWFqKr4gayY0gVK5DzVRUc1MnDy0B8BfM6qItV7SqpTPmx+lbLkgrZwQjTeL0SRFXlNKVskrbtuqi3gTG6Rmw3g8SW+dA9bIAv1IuAr6Q98Mp9tmnwtHNH1UdNJQ9EdSs/h8CraC/V2ULBIJUnL2E7VmFfEs2duljTX/xv/p26gLrwjGCr8EMAfwDwj/9TfwxZRx858C/lwCgDxKxyNFCYesOgzsDW+jErUFOCyQ30Zbqir9l+8GD7B8D6VNGGa243AbudtgXaDQAewGMGddZu0ffAk4FaKJe6Pb4+1DuCzAz07sCfgrqWzrVYwZvt1uF8GPhxWSNale7NXTnUQ5doV/1dUrcDPb3uVIfBmwK+ynFj8tw9cU+AL9v0ZTrNZxA3w5E46FEVrap5Y99WuJkmZR1rAx6+hetn1a4eH2t1utDxwMCVXnrNOx1PtMrz1K72SdOQvt2HqoMzMBwVeFtq4Fzn83IGyUAQiAAv2wSGdgo6C9sydho+qmcvg0cFgafA0deI11qnsvsbBDSDbWDiEQCgrtcK2lIdq6BlfJ7LQeAvgLAd/DXis4GpxLcGaXs9AEG9W4KsRLP1B4f2tn5jgRYxnrpOVH1WgLPR8vWIPE99j7SRF0TK+65AYAnWKHFIFgOjGSRy2vhHPME4Q/vqjRVYhXDM//DfPgV+wBeAv69f7btS889FO27gjo48UJoA06CTeLFnb4rHZ188AjSsI9sg6OSg4O4BtzfUulqm7fJgDl4+q5/qWJK++OxlbtSeDgPrZzNaG4DN78cAL9+fXiZa5ckqZ6Eu8DtE3fAyHqLavqT2q7IiNaH2cmOvpIr2lboF2Av8wsC6572HczkdFRSKsTJAlAIvZ9u+R3KQAFyl9+gj0GbJ3Kb2bRKCH2f7vUCLQkWMCeBUbavqTAVvP1revabGtK3TZl0Gel5nqYRVvVsAPQVkHxttxbauL1CcvHbZkVMue5V2OkHA2sntPzAw8AiAWHnMY8ePVjBpvu/P4tvKMRhUwPyjtW2c1VHDJzOAisDRfvu1EEWHkmHP1+ISthafr+4RbGPDA0zP5uYYzc46OsZ4z+IBBG/f3gcGSxzDe9UsLiDgH0xmQ7gmELYppKppwkqLRHp9AzI7TUon3iiu75Kkc9mnk9BcAj18XpaBeGbAlsqMh9GSVSUBs0DX9rIT7Zwykwo+9wNMu8hk2mpmKV8FMOeR1mgQbUc0FUMCh7zOQ8IzYmDr+bLjCb6n1uJQg4Rr48HHn0H6wUj+AOCf+F1/1NSd72J+VyXx22gJte9l6Qig9OAtPXEjXSkds/p00Q60dt5KutN5yEv8tntpXHa+x01Cx3WqfhfXSmvx/3pBg8RP+5C9fg+8vN0C7CXJHksBQ7DmRgsTqYUbIvBzcLfY8v6qBPwY9GUv3hywl236ND9LAi0fkWdP5fOxRGla5dzBKtp5dEmd0Saa53S7LZymB85l1TWnXPeV9LFf+DwednxvylJCTpVX7anuThslbwA2CSHXu6PLNNkJhNusJH2V13BWE2+01D9JPCqvYJYCZs/fsfroKmHYhMHqXwAW/8/Vv83qBmkf4OreQjJ48vZtQa1Mi7vG5rvx8G0HXhGI5X4kfnd0GZwhljFNAEUZkJV0r5xL5HGoP/voFyVt7iMQdgHL9xjap7xNAsjXeYePPLXc7Ll7B9yPdYbgv/8Lv/9l8vfy/8FI/jTlTY/znrzZhXrbkg0IXy4bKp+rL5ESqk9hXwyUaT3QlwOBMbYnsMGqo1AWzaqjd6c9mF884iBUeSdasT4u4APnCYGDJ+bNzw0FP/iuIZt0UOn1vtcz3GjpmTdEGq5zG46HOhf62eI9HJP1SRmCfh/ZX6tGjfFxVphjZquT6gJBWhdISdrHUo2aJgI/jp3GzbJtX1Y76m4QGyAkUDjzdg/dV0FfVvsCCOpeTZU0USVpCn4UtGUbRKVhVWwFDof4zhePNnDdBNF6ZFe81W8+anrG55KOj+3zUsEWdoTN+6xSws/itB0U85BoP8vD4iHOgAP6/B6r7SuofwHsLzcAjsgXaBTzkOROJYL6Yva2b22nErz5DB1YmhkBnK9NQ813EVGbwY6GgT32n3XfpH3+vmxSPiDm2QSCOCcBASza/Yd5S7byuU4kAJivn6QN+DH4yUCHmijt+LDziH0r+B2AXAn8chsFEMuStw2cJXUx86tA1939nWL6mfqWadLvvYHMIrxLaB+YUT3SGhRUy3ltK3BHhU1+numHBf6Kh9zHgCRw54NvLuxs6BkAGxBEybMubDBKm1hKHs1DvAwBzWoGyuxnTb+vgkHf9WPR90SDHbAJ3ZaB1N4cv/Agp9Aves9sv2cvonYxAyul0W1qLJsAoLbpVeo1hidZpatAIv8OEi53QFalMGEXAPS7psRfO8qOHjmmHyeN58dSPwZ+8RjBVbXAGZhLO3NUqjZWzWqdHJok8nb1cBWKRds/gT520sjOGbtE8Qpg7qOphqOXcLZDVJqgki1AnoG3di016hWCLRvootGr9U/H2Ydrq5/5qgr2WipR5oMRgWy+PwVfwPTqVRDGz4mBoKrBh3QbDP6c/beweIMFCJwgLapy4zZzlcOM2O/jQG/xOIzFt9HtVeKxmGlNFbxAIgO/Wc4fTGGWmlcFKIzvcBH0uQAJ3ykVQOld/DNAqkBMPk9thron4BV4yA78Cjs3rXfiVTlx7ODQaQ0c4sCv8jDe1MyxTb7n2G/x9V3X8SFovVHIl6KvbW8TktolnGH4I0g+n4PD7zv9oNS+APC7fucf8RmAEzuCiEyjG/0gzR/3pkI8OHUYT+ogO0IIYkBn47uAnQGFfL3z3tS/D+V/9iIOXsMsgTSedE73Guo24pnrpbpcxkB7U/XC6wf+wKa2Zfpju1YWnT+2PvOzpTpoi1e4PwltTfqUBzxX+zL4W+Wbh68u7D0e7zx7fX9dpwWiqrchqUYLhw724D3Z/DHgqySB2UPX9vY1qd2d527sE0voTt7ED4wN/CmQygCuQ0qpHfchpxP9d0knaWCWkjF9vo/P8sCjDZMYGg9pJuE8eeMCCDTzGFXElWexegKzSjgHplZ1blT5ev/f6N6VTj2DK4cQphU9yq5GVkcQrSOrrAoGrZ6/g9S6m+cv0U9mpCpmoPBM7ZvBhUTHDJNCaX4FJJRWmPdeJ4CNDMoy8Mo2dsSb8zPfTcV7ajf1OUjCQGDnziFlCUqC/V7uW3K4MFPbExA8ALxwndTJlQSvckKZFRSgJk0iUGMKxRsaX5DxCKeV9xf+4r+Ld6R3I8UfHPgDgH/yH/sjrzM+PbIKdad5/C4ETFVWAcGQX4HBEwjc7NLa3o7RprZO4Cq185S23ImD+kJ1M+3Gv+B7AoAleE0gLNBruwXtzldSXxK4Q6JhyZ4BMs9vdoQBPwBoyYM32PUR8AMiaFOaHLTZ1L4knbPHTSBPQR/zDbZ7B9Cn6UNjkDYCqHtm5/cM8PGRy1WqlVXVytfokzTuGSDMEjztew45Azj4OR1PtKd2NP8E9CqVtIO1CPg+yyM8K+9HBFhczkDwmf0fg0SW8lXgzs8j37dipw8GjyyRU9qLaLUu2wCK7CCyCgETbP8ACIHGDQAy+AMc6GUwGMDiPM32fQGwZYBmQHJdo6BLtBt4OgG/RLtJ4hh4Em3kKRvvYx9Q8EcEY7fgFASw0n1YX7jsoEbeAC2wgz1gA3zMK/DDC2XV9+IBU7U6u0z/3f/4LuAHfAH4+2GpfTVp4EZC7zUd0Irt2ZQHg7UmwPRGclrDdxp+xYI+i+WZJJDs9gBA2ANoqY3FtC9Nu+dfH6pqZvWwgOqIt7Pq2dwsZJ8wKe2RhMckiDaBnN8irfW9KHMlCz16fT+pYf55wnuhL7DSJyI7bfD7kkjbhPqpAFCIqRKczbQI7N3QJNqW6xR1n6l2eRieYvXFLd8iTaatVLlnm70dkGn5a/Z8XnayFwRquz1NWxkuPNrAo+1SuwwCu3n8rjrGs3IcccD3CCByj6z6MC/d+nhHy+3k9hVMZdcRvg8DUaReBmCeuSGJg8D8u7PXM3vyJhsTXNJC3xSczt97LF7uWWx7FZPEkflyMOhKlTvtBVf3ZadlE4e2XnRW/2YaMydp2RZQj7VNoN4/iHafnM51bmkbHCgwcEQB/LisBENOv9FmMEP0G5AreFfAj+f5e7BH9YHbEDAzL+3ZvurYb5BBn+5qxXEAgUhjbaw+XAKQ2na7X6R2iH8o8wEasALbBAbeBS2qEDHc/2d45XtOP0jw14bsnjd9Pfx81F9uDMijoy0bwRZW4HW4ePS2Wae3uU1LAzqpWJvaDFyAPMj2cPGbGKRFvsy/Nwc/ANDmnsHtEhugAFbbzFdclTlmQ+0ivNPFt5cjaWFrMJG3LLDJ29y5pIv+Ln9xm4JdA72zn1qXJwKWWhpIy8AtvQC34A4KVmWnaUwDeskmAdsxbsAQgNn/PHshV30bNt/hZa68ezl4MxABXlb1Zm9fldZlT15W43JgZk1azg4awGvOHRnsVTZsQFTlZondx3aZlCuDPKNdYV6m3Zs/6MfqA0vhckiWC2pb9z5p3pfSTgldnJc+47HR5vuYTh8Dn8eHIA000EXPRG0NWYKItlTEy0mkrwVNQdnn9QWpThgdfYG9a5ME9tWm7jzyebhtI4NAAHizBXOBzUaSOv2NVp03lUgifo/pK8T5ZqJi421J/mzlbSfhy/OkOCCDqCd1Qoy/2blQv90Bv5VK4FdJDzNNSps0q6r3TNrHfR7pmkAfA75tD1/B3Bwm3A8JIha/HvgKMPBUuhfboXPA1r2W55oAACAASURBVH67vvy+9qDUq9+Xr9fAXEe3vXzVhn/EzkUAnNTAb9eatKXGH3rk9AURS74k/SDVvgDwq7/jD0UG/COewMWj+CEAoLez/V/+nRSkCczmzkBkpTZudA7QdWwfwHnnj4JHtItrO99G8xDZBFaq3tD2l6hksxo41dn4VrTYabe2VWp5KkfmLYf+SwC5m80fX6edPo4qXzj4Ojl6VKFeGPxldW9W9VbgL6t62Y7Owd0I6l0GjRx7jqV5DPxivu9rmx02KqlfpaKdbe1gD0AAfAY6C6nlA4ILzY4VyOO+3AVwfkbznvrADg4VFHJ/NZnqWEGX1llAUJ8JUKiFsauSzcYuqX9VdczexWwbyCpfDgWj4FCDR+ddQ1Stq2pg9xT23UQqFfBmE8jq4oP619b+LdRLUv0K2weu4xo6m+pXr4H5MW1giUBcBn8n0Fblo6ABgTNqsyo/SuIqELcBNs6TjbbsP3a+pcp2628FlLgtifdWgb7cBrddqHLZHi+0wylJ9IKTSaX+bZGv8T/gBpY4cv8yHuH0m3/pD+y8nqd3I8YfLPgDgF/9h//gPLlT7VWpUqekvE1rEOzqIpDLPFiax/3LdoJHQNjbJhH0fnAf20tA0MtbAFolkOP7rJw0DsAtOJ0cQODen5q26ld0GHEHkN2hI7YFBox34I+fbSiP5y3xbXRs2IEfgNLh45mdH9M8Em0AckhSQPLyzaFbsqRPyz8mVfBu60dgjoxgWIqYJXxa18oPYC8DPM67zyfbOuxSv4rulZRt9t6TTjH+2GYv07GNXQUKOZ9tDIEdDFZ57DQCxDh+ujOJ8s62f6y+/Wz8oq2gg7+dD9sB5i3iMgh0CWS7BYBMA+wOHxkACjBj/IkDQeTt4RjwZfBnErQz+HMJWlu0ThcA0KA8rc9t3EreqG2irQDcThuB2bEO94Hr3doBRppngC+AM26LeQl26R6DxQwcmdcWNqYAeFvdSJPBWilmfi+uWv37zf/lD76vnqdv4C+n3/0P/gECXS8+n2qOznX5ekkCTaK4BYY+SAtbBHHa9g76MijUfu71g5QsAUgHOGn/3wCciE8JvHbwdwvmMnh8UQpoQPAR6+f2qvrjIUZ3kv45aBS/3+wQYs9LAn+uh9DWc8kfb+VWSf2qYM7dvHV38Kd0OcwLO2YEKSBJ6T70C5W0b15H270qjMsHAlQM/EJ/kv1eBfLCeSHNy2rdLOnLEjbuE6cK6FUevh0DI00CHX7v2zZrBW3OA2qwmAFhFdiZ4xZmSSCrhSspIQPBo4SwkAZyXgjyvF5IVgcr0Msq4koKqN7CGRgGhw+9jxH7I6jBH+DSvir483YegOA6f0Xyd0VwOCsAQfLHErt5owTiFvhToBPq+zkAdG3rBpBpMmClKksGnDfA71VpXylxhAOtEojOh1lKCU1aJtilfBk8Lj52XUgQrS4QeVWA72Dft0sEWT0t23ofUoWhXvym9H4LfvK//aF74ies3lvhB2nzFxL9MLdPh40zdUIg0S4gDgoHSN0369jgRgOycekDy9iTXug223TnDp3FlktGB2ZcPyE7unVU0LZiEGn9xmXrv8YOHDoguzgvOk77N7H7SMXzKOIPUrytTAc+5zb0eRJxU1aaRyl/2QnXMaK9zsYv8S5pcrI+H+z+imfIWn6AzhmI0Hnl3BGaMHCGdZRwrGnFrt/j2JGBn0r8OEZfBn6V7R6re1XFl0Gfb3MWbfeqxHH+JhB8M6By2mLtgbF78i5QxuDsBOo+tmsDeXrvfLykoWO8VF/HD/fjgeQRjB4AoQZ29oDPY4JY+VAC4+3Z9Td8Hh9mjMT17D+bl5hNCKGNj+3CZ3VBkQENKK2xA9/kEe7rQ79M7fuZVNq8xRs7ggzxbeBsHC+akxOHPQ995nbUqfUc/BlI67O9/HQeJhSi52Oi0fwtuHOVMqBJ+bc0WpaB2B195ic5L4KlZ8CvHerVEsg1/5DzRqgzJAFOXfvSfeU4f0NCmfHMIO6ZlI/7MwSt4+AQIuF+wP1kLABf1xjMbU6kVcq8f47pBy/5A4Bf+/v/PZdYdfiPx0cU55zYNZN+WOndfvDQBtN2Z6aD2ewLzY6PFohX1cMNuxq3J5tDIDo0UJ2oEiVa5V3YGJ4kga4W3mmPUsDeynplO5lv7k9P/Nsh9l+ur0AYeK76pXswAB3obiR/S0qnIV46hYWpJH+mVu3DJH4AxfkjUHey8atUvbOO2/ixqpft9zSoL1A5egyT9OlCbXsFJxCY7fg43AoDULbJm3y8rbwvr7ZzoeNTezsCPA41w3UqSeErThwKstg+TwFZps38NFU2gZwuaRtA1fv7qXzY6qjKeEroDvaBQrH5SDWcpYFqHzjpXB3MsQNVEphjBerOIW8E7Fg9nCV9uX6lAs7q36wCvthmUFz6d5mkb5f8AaQCHmtkmpQPZ8kfn29btjHNpDMwxCBH7fdQAy0/b6leokM6T+VZiuhSN9yranMbSd189ALW/mDxz/XZ5o7Vu1q/IUkGYVI+/vgvVbovAD2nlWCHF6aHMXy9Jr68tjemYdqTHWGFLQrc0UTw4//jD+M7phuEeajwywD+gAkAnzZCyH1TEWdAV6F6VolyfqcyA42kJgZeA4Fa/6QaVuCyPoflocCM2kqgjYFT4AEkVWt7YnuXQGACbBWQk07A9eDwYaAutwuqd2xLdlAIJIArdB7r3oI/ve5M5+DPbf2cfv6kYnRu6zcC8AMc3BkY7LW6F4hBnBXMVXl3jh3z2sFfVvPm+H8Ajo4cDBYrD15ta9aREvAxv9yGAicGfJwY9O2q4B3cZWeL6hj571vCPauf7fUyKJw8CCQmKRYDwV0V3DYepQqYzgGUnsEZzFWOIX4f7shxUgPfqYArRxBggroqT+sJEEDhNRzs8bNj0Gdq4bHb/DH4A7BsAAvwZ84X7wR/BoYI/FV2fCPW3cDdZgOXgNtI11K1IZFn0Vaux1K2O0lfqGPlsj8HAn4meNV+rdAsBvwYvHH9kdpl0EevKztjhLYyeMvqbBA/Pq/AX1LxBsD4Ar76HoAf8AXg74ev9tX0wo/QwmBKwO5SwESfIoCrfzMvbno0p8sGsNCv0AgWLKYgYKpdYM07A0GdO/nM2HpRTL0qKW+4R1zYMm5M4GM8tLFhxFYi6974uGXoV1XqRtP+h8pwouYvaLjm+syH6jZuK5WB807tE21bz+WsT3nSBubCM9VO/lvl2HwnjUAjGmDOhVMagk2axUAue/ZmVW+uV8bhQ+FIksEPxgYgWY2rdfQ8bs+2gz695n5stoKmnp2SwFcBX5bKPSAhNt/D2sPtURODvkfo//Ojh61R46y0avBjbhEIdnserir2cefAyOP4TXCpwLO3CR/nVm/rd1l9UmD+WBNB2IIOcX9hVbNH1bTYoJ3ClfnSaruq5p193e0aWQWs6t6u7+i6ryo+oKuJddOEFdcP+6sN6JodYwaKioDIDnD7TcLvcmBu9Dt4C7z0mJeSgpalXpxK4JdoW8W7okn1tzbpeAJ+lQSwAn5buBaqH9q/hPilc2BTD888mltZ0hf6RGrc5AxyC/iILj+YPSB00Y9f0PRLI/kDgF/7+35/4io7kg8Su2plbrF+76HeJvGbK/ZWf9u/jyWLmwdv2yV9QZrXokq40TkmsMOmwm1JyjbrsTAihIDpMe8kBczbu9lHsq6Cd3VWXpTMOa+jBLBhl/DpwkEOGewZbCDR+EnRhtDvgqAiDpJB2urNfqbHnKFY8me2eAdnDw7vYvvzttrL95Gus0PFB5L8sX3enap31nP1q+ZbqJfk0FF58LJqNqt476R82w4eBPYmr6judlXwHucvBmxOkj/ie9p5o0qvSvWqdNoLODuFMLCsHDo+J7VvdjjR+nnLN1fl1tLArArW9NmcO5yfq31baOttPIK0j7eCe6YCBqYjiZ2PvrUbJH3pmr1+gSkl1BEwRr91+hgyX/Yg+btUnQyELd0MLOlEgyDNQyG5q6R5TWmBIBFjJ49K7QscgF/Ba5cCSgngABwdRZ45dGQpIudxfpb0bSpasgEsw7IsKV+WEgZQmEO9FFK90i5Pk8b5qySAur6r2ldThZ1C4Okn+ALAj//yH915fFm6n4SKVFtY/0DTj//yH50/oCL/Z3+D/q6BNcPMcy1PdRr92ReFyPqaUb7D8pnWRNkyA0zaF9FYdNfYXiIb6Ku+f22JDV7jcRFP/mLjF/1C+SL6n4S6+1F8Mlz54Uv4VEfb0f7m+jjURyxjPhWvUJ7e3VLQV+XlSpmmFcbnoaxmVRms523cKkcPTXsMviou3019leL1K6h6AQdjHL5FUwZ+HYKPa4eNvv6qUCuZ98d2TXXuUulOG8Fh9nsM/Cb9W2j3AcGn1e7H9hbqf2xvBvw+LfpPJK18QPCA4COu8qj8AeAjrnB9V+9BADi3y/3q656135+at+uS07dw//pMuL5KRh8Y9FwcgOek0tjetH13DMnSXE5s46m8J9gXV/u/MNZYOn1yTnpWn98TTqddPERgL7tR2DpfSPyJ/piK4q1KmndKiVmmy3NZnk+R5ljs89wR+NE1138K/Gy9y/1Yz3QsQMnrAdXV9tol0YljrXtWj9bEcs26hgE/45nX5LUm8nobMMDF+U7bJPHh9Z7Xf8UFQ0o8cMYW4/sEfl+UfnnUvpoy6j+JeDmP9fu6CwcBNehuHkyPNbGI2JeVqX8HFmjw9nQSCipird/79OzVFw+w0ATAyldp1WhTzThmXlDlClwU3r1EVln2DFZV8Mz0r9J5OKuBuU29kyahuqluDTstBnptz4Pyrb4VeqPKL3QE1EhKTBLouB/V2sGdK/gXH3dbtVPUoMrbN9KJ9Z0TL7J3IK/y+GUbP+Cs6uX6EzAo/Q78csogxjxWF09VVxo98VSP2cknhoK50PBp7QLCAKUTOOSyTwRAP+LCQLcj01dHIErwMu9TvSmtE3Pg0Pa0L9dSt3I9pWXen9qFny5P3AtTDTzU/q+5h3HY2WM9s4GHSVYnIJ7OIY/kwBJ+a4jZaCpPYKqBB1rYIq6q92gSVMAq7hriO4KU9Ztv7aaSzUxnr3nxkcUpb+/m+TT9Z6YrbUtBpQ6u2pRUfvoIzEntBhP/DMq4PAPG44cuXccP/rqtZ8Av8EL8eN9UvMEGUEwQYfSIbZpJUwJ9fi9RqGHr4p3DRl7rB2wdbiJzVw8RW68DLeDru3i/DAcwfR5oXHZH99uUfqnUvpp+/e/9t58//BDPbkX+fqYGZqcOwAxXTX0ceB68hDMPYDpusOewUF/YUYTQRakOXvcyaQjPPVqqp+XO0+PtuUra1bNnZxCj5/ZI/arXtyrgXJ9VyFR33ieWQwzVy4GcC89h9RBmFXJW/Qa1L8cC1OtF3xqWCnjmBWcOBTJLHc1qX3bSyIGds5fvhz4MDJoUhhw6KiePHMRZJTS1w0f06D2FdLF2FeB1lU4RwKTzUI8A38f2BvVy5ft0aVcEm5pYjaspBH4uQGVFF3i2e8/fKt15+HLKICsGYN7VvkxzUhMr7Wf5sPKb0XcMy5+07uyh/VYeWS38eXxYfNwruPIGVrUsewKfHD7UkeTkAZzztF3eDeSNvHqBpeYl1W8IDp3UvgBwXT5ZBE/gRQdyCpmApOkPtI7+Iczx/EpHD2mkSYEDrUF0wL6Tx8AG5oJ69Uo8V3kEdxLr0j3sjhkgqRuKo2z13EmD+ynxPrTeJaG9yUvzCJQVgG+z4eNt1jTUmm2NSnUBA2mb126mzVutvSgcUlwQ9xl+ji1+4//89+9p3p/OX0GnCr+M4A8Afv3v+X11wV1MnqJsA4QFeAtg8IZWCKxV9UN5Ch+z2QWy3SCDwAIsmlcw12MwhgW4MiAMHro1AFSP3gDQ+n6MgKwFAOdAEjsvBaUBxBGd8ZEdGCK1+5A9j7x5+Xz+Bg74AFjAZw730s3m0EO9OBhc1R7DQeBi/eGhUjK4nV+fFlmn8C4A8PHhgC7v13uy9duvI0jbVXwSwrZUtn35XEGc1SfQVtnz5fqVZI/zXwF8Fdi7A3bv3f0DOO/iAaAEhBXIA2ogeCwvAdxuF8g2gXF3jg9F/d0WMBw3m78dVFa2fpXtH9cf0h0oXntAaA77IliewWT3BwBvq97EELPsIjs+s/1LoV6EvHltWSSgGICgAa62n4NA0rXnbQBPQWMGbwzQkEEW0WSgRuY/2m7LoC/3ZYG5p9K+yibQgOgO/LzvO5jzrdngIFGBnxBPDvkCwPbWHc6rBGlVecY7Gezd0AaAl2mrdCj7jf/rj5/rfHn6Bv7ek3797/69fnHadJnLgB0AViBPBPLoUVr4TEKY8jfHkVz+aEt8vfI5LEzaCzgAwVXPpX0MCLFAJNUxkNQCAGP+G9gzvlwWQaNsvJDqUXvABuqC8wZfZ9pQvwCAChKVpqf4gLx3bwdCyBeSCtr5QfIHlZ6pWrW7w0cI+YJd8vdYUj4O8fLoLoFTyV1rgg8r/1UnD76evLwee+lq3gb2FAAGoHfZfrpAlBaeQF+2S2O7uIGoZr0DeuyIUe3je6HjE6JzSBXORfuiAKiSAmYp30nil1WrDwh+Co/Pl3kx/R0g1OfxWT7YcwKAn25SvX4EgZOuBYmgOploO7pTCO8MkkGg0n9mxw3aDeQZAKycP96WRG/mUV8V8ME9fmeegz0rDyFeNOyLA7rs8LFJ/pZEbz08B4ECNCufxbv0rpD6VcCPAVkCfpqvdcJ1Bomkcs3OH/N+ve7JsSM7bwQQCAJADDy3UDCu3g31GAh2kFQODv5or16XfApM5dpX/UqVq8+Lbes0vSDRMyneNcJanum26worVDgCwG/8lT+Bn1F6N/j7pXL4yOk3/sqfiIaa1fHSrwzKPxhw8rUans5o5uv8Goe61JbVH254OhBtDFdeiHek9cT7ai+csPPIur4E/KXmk1JhXAuaIGiCCvUAa2Ob6GiCATw/0/HXXbA7QaS1axTXnAK/xAfFkfpm+VK8U1VbVuaSgWyP5CEm9mrZ3u+Z/Z8m8yBurprNZdEm8CzNYueQHGqlMsK/c+K4A36mym3iII8klRmIOT1JFZOTQ+Ugwf35tJw09PhABW6HOUBU4WlOnsoVPdfjMq2b+5MDXms76sDCzita5raRLlXN/WMwvavSSZKL2NeTc4g9V6RxQb/xaw4bJMktxqle57BFz9Ir75Gv6/Qi6vtq7/7NWlrONS3ORVLQp/nPaG/4Hue5Yu5lqZrmlXNs6AfNs4munHuVZqT2jEcCfoGvOHAb3B9dW8TXLstneinXweCowevwE0cMXY/DGr05jBzWbOYPRIfQ6jjkZwn8vij98jl85MRfCCeULwKzuRt03ZvTjTWSmRe/iPqVM4BCOOBpAICErwU701iDXdCuC2jLqSI5iXDswNYBYWtm7SbEnUOsSPnJ7hACwHJ03l6zw4xJGJ9bW3my+i9U325I6JQJddIBxe1q2m865vx0zbedv4uaHOb3zNDytb9tSv+UViTcD/pN/L7VqEDK8pwqE1NeBDk0ypnHLC+dOtJ15p+TqViTjZ/GkwNy0GZWuY7Ag4FEZdenwM7rS6BnZ4sgCUyAKNaLu4honkopc6iYTxjTqWT1nSVyWqa0VV7FX9vW8DRDugFAc/5AlCiadLK5Y4g6knC9B5ajR4NNMrNt3zrPnWhW6BmSPnKMwBnvb7Y96Hfua+XPYWtymk4a67dr7vwxnU58izYIjs4fOXE5O4R4nq/Fd0mleieHEdFJZtvDl+ZkkgDGynqs7+XZR2oN6IrrMl+o/Z3f3o5s/FgKt4FE1BLDO+Dnzhm+dtr6E4Cj1NI+gNTY4vZ6rNJVej2+oMp1gcyBRidxduYEHNBVwZ4zluDzVyb8n3P6pVb7cvr1v+vf8Iu7H6r3+TWgNnc8CHggVHZ+Wd2bYv9M1WpBw3yCire52neVVXaD0purgiu7wAeVNT6iVgPrl3PYnk3bgvHfnD3WMdsBnlTA0xZQ7z/SP72m/HlvIKcVsfuIdouaJ15m/NYkoH1UWz5WC7N93+Jhqt++bP5WGcf563Ydt3XTn93t/+r4frqjx8nR40MjJw3afUNVvrqHb+XkoefZxm/yertV9Ybt2AzQiZVnmz5W8U4aQaX2tbKkzp0hThTYnm39ahWv3ILpk3MIsDtxaDoFJ67q5B1ANG/fzcN36qjUvuz8YXnJjo/tAbl81nvcqoCzEwirfzkGYN4G7rP0oOoFovPHm3jd7PiRd/zI8f6AaednGsNimzdW+2qcP93hQ239VPKnO3xMJvRhu8Bgo3h8J0ePTQUMBK1JM14EzkidG445v7ie/CleXqHqDXwP9n3l9mwUzy/E2HsG+gj84WJp3uJLgpOWARsBPsvPNnwseOG6dAx8M1DjY8VH6XNdXf/ZcSQn4vsbf/VPnum+v/RudPlN8lelDIhDqJcL5mkERDBYAWkeHzrH8pcASweX1K/0KlY+9BXSsCYqLGAiGhZmBZDW/dul1TuIqGRPX/Lusr5nUsDFZJMC6qQplC3a13WExFAwbVUIdVr8ChW0TaKn9cO1PrrUqE5KYR2mm2nx0iY3KySeUt4Ut9n8huw3b7avr6xOq0qKhwMDEB4GWeL3keLttSfAxXm4nZ5euxTwubSOU3DAuFP1WpssbTt78NYSu5n3qVBJah9VehbvJdrZxWexP6uP6T5PtoA5BQkc0T+a7q4ReczQNp6X7Q95d44HNByLS+U6Jgh8GOB+o9AusueZlG++sOwB3DFs/F7SlzTO91LOdo2VtO/RZggXDSsz+zHP7V4WSomhXs5e0fysVGIOzN/t8/A6DK5Z8seAOwqAGq3tAiEv4k1qxz+b+FGauOSPyyXVQVqRc5n4tLlJ7OBzluaX13BAlCWBoY1wPDh2nPgSkNz78wT4BZtHygfsx+J5fu67uwIxk5TP+nMn4TuBvnysAN+JFqjB3kUmL78goVvem36pbf44/cZf/ZMQEcg15pH/xsyzxHp/HQRj+B/T3NkgHOwJ2nhiH8i0stsFmt1DyEv2gCayJzuHkV7c9YI3+mqziYVoqj9/2feJJvOfzytNhrjhi3hd5QGxPcVjLfVjm3Sp/SYg4OgLQgu2QgVQtw4sesP5zcp0ezdjIy0sFHkLqkHllZTK8gzY3QeGvo0DWNQ1vpBS3aqp8pDlIM0GKAn4sf0el5V5BFJV0pdt3DjvU5AGCj6SFFT5Mr3eY4fgI4adv/LH9Lf8Uz8eEFMtK222gZx/HB+xfo6vPtsH/SZ5q7zT7xj5pnFxM3Y4vTzucDPG9R0CTBLoH1L+FrV0PT+yfHLYbHDtuPexVPmu/DBPGH1xzHMWzUuneUuvq7xy7kVRh+h3VW09V9dzb64raX0ogB+vL5YvBhZ57TmtX2XQ5Rs7vs1uL6/FlS0gr8XAvp5fV+SlPyvhg/C3cMTPSer3Remb2jelX/s7/7U9s91g5CSla61BRNDKUC8kJaxCwhRev0F1m/KCStjoZvxAVglXeabG1RAxDZ5noVaaTYimwg1x/rQffs4hYbZ4eitvU88m9XBQAZuq1vsTw7PM05Fi/23qX+bbACGv3tKjWGMDPrgvQm3IzA/ewGL1VfXr6t+Zpx6/rSGoe+0caxHsw4bDhwcHVfawL1i0vKOCqn0/Pd48D1HFW4V2qWL6BUeFJN1jJwcFK6YiJrBhwA8JzBBYAaZUr1L7avrY3l5S7TLQy2WzP/4c2WZs9nHfsu3OG1jTXZ3plRvbcc/bFnho8jAqrSjbVcIxjt+kZbXvTy0wJkzNG7d466YCBrDKWZXL6uQHqXJ9+zf29tV7uIv9N6RtqmC9759eH4KaF5gqYo7dp2pfbUvDuwyZal/19o0qXz0HsqevqX5V5augJ2zfNs9DSBfeks22bPb6uyduUb4BMc8HgK58L89jhwtrg0PBJFVvFcOvkQ0e891CuARV8DxhaV/09iXQZ6DSQR8DTQV2FnuvygMcsOk5iAcQpXyb1I7e2yA1TNK8BOh0HQ/pzqDUd12w9OO/9qfO9N9/KqQQ9+mb5C+l8geTUf8B/gVxXcCYiB/DvwBm9eEDDpjH6kviNMBVcnf6ogHMUzhuYwM/R3wx7eXMUkB9OWkSCF97+sLTn01COhHZdfV1Gb9Iq6/Qk2RukxbCy/OXbjmhhvIWv7QBUz9rOfeP24pjo1ARYYE98cCyInBJhLRS8lelSvKnqZSirI5E9fHNpHVIlcqX1cVOJ5E+AT/v64208EbtO0HmUvseVLu2NZvZLnobH1VShiiRm+0KSSTF+Onx4zr/SPV6OnL5R9R8uB1O3KeP4VmtPJJiVoBXn8fH9rY9X/YALtX2BT8OmM2/J9NznSDhLMwGXk08Tk2FW4yTPI4ryV9OpeRP6yCs+eu9zAy8bGdOx2LeyILEOf9Q+e38RHMat4U452592Obl3D/Ok23e5agOLnGL8z2vA7FdeTfwm/eT8ljSp9E2KilftSYqLRDXU+N3xXV4Se4m2VqzaR3Xdd153WABSj9n4PdF6ZvNX5F+/Nf+FH7t7/hX94LNnWxEyZ/op1KbW8a0DllvnXTMgdybSwUvolcHEmlzkFIQZ5YIqspRHh3tGi59kzmpgeIKtZUnY5jEz/KWpKq19RXaxKR6baEgqSZD9nDW1ABZU13D6ofOrCpJbMAyVvLrVXfmTTrp64tUJWh63rWby16wwyY0a07ZDu3TqiuxOzLgXtA6AWl5Izos20n7fZs12mTaQXrDEsqV17zw/liWuLdhXrim+pbo1FYw/RRDmsX4iz/R2FRkbN9ndKilfjEWX3TyCE4alFfZ+H1ql0mnlD5KBIc5dWjdWr1L7cAB37RtG9MGUumXNHOgQfeahQCf2tjs/zrmUGEg92gz/JiGwVSZ2YNpnuRpfXUknP3x9tQWUPvyU7WJk2H9HmvwzHy1xZt2e1cTdBfJr5YHDS51RhuAsW0BNAAAIABJREFUzHatzTAINabgfCEeGPipTOmgeh3rb6U2iMO+tsbaim4hhfXiqu2fGxfr+bD2/FkLALf70/Fa2QJ2iMX606SjmW33lE9O/hFGYJBPGDfYnz5jBmwtlgeQRY4f4HynX7d8C/i246K3V31ECdyd9HDz6LW2JdUVKw9ADnCTISAGa9Y+0FZnuxTwAPqCFK7IC2ZPDRgjxuED8Zw/uv/YuvPHdbl0L61ZCvJ0TbdZXoi3EatpV5qBD+7lP/7rf3rL+0VM3yR/h/Tjv/6nd3R/XTQ4kuRPzwEatAMYqw7RqD3AJJX4RaISwkoqSGUhLlGmL+wCWeJX5e1SQJ1YnN6le4sm2W7kL9IwkcB52sRTTIDlFyv3hybKMPGizq/o7Rqx7fwVHcqM/wvS9X0+uC3KC1I3aR+O4Siw6FR1+F77Kk6lnV5FVzh58D69Zo8GB5p3DhzROWLvA0v6vK/MZ5f0mSSNwO4nkop9hKDDJ76PjYBe87ws4et4Pe9j4vdonqd1WEr4iYCr3RPdJ0sCq+egqXxeRZ0gFUx5bAPIv2uOdZh5576GPrw4vu7yNBxMlfQDak5Vk05S+Van5PRKodIknnnOQjxuErxE23J96kOVX9LnORV7Hs+/zquYr2n+17UBqjoecT0wKVzoh9wDv9u8fD3iesdrZCXdY7C3NGy83ppUD+u+eJ2uAGWW/OlR8QD9fS3AD/gG/m7Tj//v//gA7mgA6F8eKIMGEeCDS+uNOAiFB+vM8L+rGOgE+DabB0l9YLA3vP4GAMkZhF9I/frEmhz05d5VABJffppQ9i9TCXlA+kpFnOC2iYXq3YI9RH77V3ahhknjoCU+9QRPtkGaxdfC+W2jCUMllN+DTTWMP3n71uqz82LMC3U26p/lO79nyaR4ZOfHO3hkZ4SP7W1TN3KA5GljKKGcVags4WQpn+U1/9OkgI/pDCBiSvQedJ7zchsG8qiNql2tk72Et3vS+2hRtcx2l/M4NnD97Lm/sndxTpUdZRwnOzA3+mr8leOUxvaTccfvSeXpK4f3j99fyU2k+cHz5uk2L6y0Sf0W/3L+wXnOKsFkmv82YAfOE6vnvA4OeGPnHYUC2gaVrzWBAZ47ICaVrIK8wpnjtGaZVqZyzACcNjtHAhvoC+ttWIfpg4n7kMEhq3dZ8KPHIRMvfEXpm9r3Sfrx//Of4Hf/7f+y63A4KCRAjh3pq7u3mGV6yrFUp67ylbepGhEdiH2Judm5Q0PJ6GSkQaaB9dJ5fnAOGatuXzZjmtcaTG4ks2+ygkabanalqdWMedDbUbWuiKOmpurjlafq0FdUwE03ykZoy7RHwLonffFW/aV5AuCBtHkytfvwPBkAHpgG2E1M5SyPSSd68xDXbM2r+cxHi9u/CTWigbfHUmU3oQ7oHBVVvirBiGFdXKWoAXJnqBB9FK7yHNLwoV9Udz6bD62wlUsr1qzrCzYHdNZjlPbVTh7ZwSOregFsql4gBn1mNW9WMWv/nI+4ejfXp/t7NH+O+Yv3gT093hmUlXlcCUU8sM0OAPVHb03Vw1puiWyKLHQMN9E8SLQFd7ZnvuL1LRWwtnRh/R5NVdU6+DFfNBk+psO1qnc9WDYHfJ6/Z7ePkbcRn7YHePYXtreBN/kQQFtvA28rpmBvgs+8zR05engeqK5YjD9OkgFeoQoGbf22gS7a+5fVqPbeMwAbXL54DkSAhjgfIdXV8wzmGvFhlbDNmYKoiSGA1qjP7NhRevLeefGCQRn1jbde012kAKidXb01myA7XhhvpmOpYKjvdRnsaRK5Ij0AXLQrjqS38+DYUTrHLjzwk7/xZ8o6v8jpm+TvhfSTv/FnsLl+r7S5eIcBTV8QWUqo+fbVQl8WJA0MziKVeveicv36Und376RvP0N57ZKk+pXAf5a/HhYGiJNMAF/Fl2WYkCivkuxVKo7qq5i/gvmvqhfKAV9wN95pIeBjWKR9cbBrWqgll6UkxaJWxfrLhvEs9RtqH7bosjTMvEWlBQlMFT7mBPysvAoHUoCwWF7UKSVGtXRSJV8K/LhNz1c7N//TPJe0+Z/3rdlflXrxV6WKT26PeVT9ZCcPlgR6KJh9Oz9+bjFe4xf8DgXvIBXmD4H0oTDzq1Atgzx0NW6g31sc3z3ygY7f2pGJ35NRgTpN9P7J9k4n4Mf1W6alY3YOS3PDe+ahki7zTnU3kJqke9WcHDQzyPzcxq8EfrwOWL44sKvWk5GA3/yhfP3SRzZSmDNd13j7NC4jp40N+NmaK8U2rUmal9br47pufXc88DUCP+Ab+Hs5/eRv/lm/UPu8/LeSXFccNEnFu6mKgR0E0mA8gsAct2gDb2PLCy/bEfCBXmDsAHAdMwBkFUFUL9BEU0xOsy/+Bes0gjDBFZNlqJvytkkSVMY0AE34TrYEkVs6tcFAL6fN0LwJ/QzusciG6RUYvDt3ANhSmRrue+fyFm96PqWLtIgHYCZ29MV/5TWOM0fAIzl46LmWhbhzCfixp2u266uA3yyLalXLs3sAPjEoK4BaBfJOE+Uz2or/p9ZCfzZJZNvVwZUqGEAAw6dYiMqnev5ZAqv1lO6RfuejNDaMrVEAv3gfXGckqZ4HbZaXxz4Q3xl+n9jjHq22B9yEOvw+8x/Oc0IYdlYnAUMgzjGZP7URgGCVx3NbnjPHXtfnyX0+3oCfqXp9fn+XJ+8JCOrDLtamcr3ita1YAw30BXOrAvQBsWxd5+gc0yaQJIHVOk/lARd8Zemb2vcd6Sd/88/id/9t/9K8YE8i9czlQaM7gWC9f73PQUUTnan8LriaWHWbpk70fIHAvIWJv8UNvASmDpZ53sRVx7Z9nOapV/DbpJU2222Lxq5n5Tk7sEewNwN5tPk1yCrgTvel8e4GMD4QbcOkX97Ismg0Pp+tSQ+YukHz53HyVVWxLBWw9s/UweJ8WUVskyNWvvImtbGqetsQ2kFE1cGk+jWVrzLE3G2F9l2ej6YZ7RgNjxU/0BYsGnNDgI99OYAArvZVoEcx6Hw7sY4P/c3KVe2rnqQI/Bs+9ih14W3UVK18r37dgR9LhACSIhqYiV68WToVwUwMknyn4jXgFADUUuOK4NGWJ3VroZ7ze67u7a1hbGgh8wGu/CXAbVJ/AvKg/nt1HqQzjVSHdw3JcQmv5t666qVrsQhb2r0DbdEOXHhMAAjdXUTM6mV6/sJ4fqZYgrpTyCU+Rj6P/bm6s9JU+85zwRtt+5ZpOV/DvMxdP9LHFeIH1wjq3Mq+jz7+BuXpIyaVbwRdLYIxMKiqpXgBmJ3yGNSpg13IW/UEMb7fVl921bEA/U28jvIiB74ACi8FcKhBX95vl0FgBn3ZGbGyV58/bqo3/BxwwAc4mMuSPy37zPMvla21O4A9Lb+yKngg7+b1k7/15/A1p2+Sv3emn/ytP0eDnY7VPn9hMKc6ADY1MYDNmNTc2l0iaPWY9+lrieg2w9n0ggUHEHYI4S8+dQhR7yuhujxhDKQ+oJgcV794ouIJTgoJIBAmN5YWHidcajt/vUfafSLfv675913gmdXCnITomCfWwiRFKJ0iPdvwPqcYu22CwetgNM9G9ZqqHRwy/+zhO+sJlXu9aueJCPziu3MCfqUDBArghwL4rWPlqftAs7+uAI2O+e9Zvh6Zb26zp35le0SWYMa+1s+C7SB3IL0H2I68WOpHeyYHkD02XpyqHWAAl+SdnJE06HOUZhZz6U165f3IcTcBhPfernOS9X6D6JDmg+N8kYAi0hwW+hDrBhA3inkt9EEdLXJ9mk+R5ubQtq4JUkgD0zyvWiCW9q01Ijt0lMDvnY6KGfixNi1I8VitC8C8cZMa11Jej7mvnHhtp+PXDvyAb+Dvi9JP/t//FED8ihAWR+e//FWT1MZhQGs5q4WDKNzFzkEdXIWKATbx+mZTUamBGfApCDRAiPhlhTW5mKifABsIoOmkoxPU5ef5S7WaVPeJLZdLCfTi5Bcn35Zo57EZLYSELXzLiY8tEOL1N9uiwgCdf1o/943r79IzL2CTjrDE5P1B4C1dN3Ur+7FTqrYSC+XJbmxvy/OiNLDoV2i3KidgxmrftuexRPB0XtXTc26LU1ARV31sXM73uz+bbF93l579DrEPZ9q7cfEsVWPz+xj3Yn9ap17X9QNMwjzAEkJ+r2d2mDNA+eu8bXycrlLhhvM0p/AH8gkcVh/ECuiqj2CedxlUMkAMEr9BbfhDdomfAs+TF6/+ALTmlFuwcew+XsfUa5dt+izECtVf/drWR1tbC7VtBpjF37bGw9f/rz19U/t+YdIB8Ks/+hdMfSoriPOWritu99a7q41X+fS+BUwfeYmrhXUiUY/h3oC3t/k5y+pg4oXegbd1ri+Wqn3b8qYd11QFi1i+qZVbm05Q6kF7YW2vRpPKkKUGXsGjTQ2NtT3PoqH5dKpPVl5bqlTVc6mqFtqf9bxWXgPClnKxHFO1LJyx2lz3oUVN4PGY1yTIAaV1MTAN+SK1BaFJiGON2CQsUDfoXrVIvYCXJGKNnKD+NVqyRxr6U7Ts4NEMIKh3b5UqsMCJgzsDqk6O6tovCQmSgzlXUr8gbYJskqzKvo+lfbOddW35BMCgIE1KsAYtb7vat0M3SetQfWB1rnQhNedrKfwMYv2CgcTdW3hzNoCqbCXw2zyB9feS1d+GoP6ddO7lO94pC1CPXVcfPwKg02DPd4BumjHUZa/Y+EWwt7fD6l4R3fJtvYecBHBJXVVGgGsQjb7elj+zS8lgKjMAZmpXP1oA5eF8gzo50TCYmx/t3F+Jql0hOgV5BCJVAFA6degDBO7VvCad87+jpE/z3kjCttrY1LsM9DSPrh0gyqYqNt66/uotV18GyrM368Nv/n//eU33laZvkr/vI+W4QMV52O5NBx6LlG1Qe94mEcwqYZUEUtzAMmh0+DKSkLd9gdH1Hgha5ktl1zA1cFQfwFTDVpYdQYA4AZLEr1IB56/io2qXJ1jE62wPc5Yi0m+r9IFnoSbK/eRyki60tGDPn7EtE7Dm0j8qC7R0riBQF0EN+sw7Jmi6qoUxGdpfNB0o4LrkCwDBi+m0FViO4QdkR4ETP6WNwM/LXTJXSeRcPev/9Jrzq/OqHvM9tV32k4BglSItPSMD1fVi9p6t194L9K/CqUj39dWUd+2Y9XZQp/sAq0mC2vWF+H2Jj30oIb5H+l5FYn8PVSq/MX3yPgNr/sBOl+e303yTNRGnupnPaT6s5s0mrsqN4JOCNxvdPueXwG+tA98r8MuSPklx+Z4Av2hCNYq1j9bVJBk0nk/W8B9a+ib5+45JvwZ+9dM/HwvUeUMGQLGuVEoXvjZOkkFgkwjW0kAsaVIDLkBahzp9RImcWg8tHo/FE305OIiLu1Z5W3EBpc967aHlMp08Wpsvx4dubDdHkCQFE42tp9e9LemczqYqBRQ/X9khL+RPCd8UcqyOkJRQlEacXqV/NoE3rHBmUzonqzn7pQZCrEGVZMqSOLa2tnwDwHH+pvPOlCrMeIXiEsAlJRyjmSBYf2N34AA6psNHo4Www6V9XRAA4LN0yYwJqJLDk03WSeXHsf0AWGw/wO3Kqi3cvP4uUcz2aqfg0nWQZC1rJpdzid9ZhTt5sHTP+XxpukSM1yCpYGi3lAb6NnBoDZdIBIBUhx0+LnLkyVvYTWmgS+jy1mldW1RJYIPRuuQOHiew9RzqdLZnbcQUAjW3gc/j+ZLDKuDp6OQSvrE+jJSn7oSj9PYktWzEDyqV+MlYE4BK+1QSaI4d813zmHZtB2xsxsIgbDRTl9ahVCh/xLxt2zZUkj2UcfxYqmfnw+mDxI9j+GmbybHD8lUit+rpuQ6ExgKMYus124UKSN63UfgRgBg7cTyT8p0kfProC8mecD+Ud4sSQU2/+dP/Ysv7IaRvkr/vKZUDpNoJJIVxKQ1S2XkkfbncOogI5fELUn0RKW/9MuPYgIWkMO/6EXgorXmlsUMI1+UJ7BAKBpoH55UnV5Um4kYCmPicvryVbv+y3iPyZ1q/JhVQNiinoz8yV0WFI5xOaJHTx8uJ1b4cA+29KaiPE0C7A5EqKcySwexscKX9XCtaU0V+YbpX9Wbaui8mrbuJ8/dyf4hHP0yxp769RwL4Ul/gMfNOz/hCe/F3vFfh5vHywDD6kzTyLuVYlhUfBn5zujh48tJxC+8igNt2zBScuMI59vd/HZs47VN1b5qPtrkm/bXQTu3ckfnchXLJIbV4mzblFaRe1ZqR14REu9mXM4/vA/hVmjNg15xpPf7LazK3QemHCvyAb+Dve00yBKKDk84LwjjQKhBYOYxo9Q1wvQMAzoz4YqUA0UfRPOAqAT1f1z6ZSZwcLW6gTzRn2xGEaPPlxAbmRe1sk+HigwTysNPH3wZehydykIQQcHBY8ScaO3Iez6OIC1aOVRa6ZkDQHUJUMhKkhXgeH23aWsXFvFrcFRRcJkHzcZvB4gUHeheFDzF6ixkXPXxZ8ue86fyg8q2AUk5nNWtU0Z549Hf8yymC0aK9QhV8z+N074fnts7zb8bb7TmPec6/94UMCPffLP/emrIZwRyznYKNn8cnj9+2JNmnsc+pipEZpH5hrmjxPOfRseU5YZWZ4kGcTznXBBrucOaf573Yl/OHb6HqvfzcQ9ekiA0G8uA7VzEPnn91rgdd6zmwq3lzoOZMA6//EvBLayTXD2CSHSiVJ6/Dee3ln+PV9fsHkr6pfb/H9Ftv/6Wd/8qHfw4AjgOo9bYPQlYP01zaCkmgsCpXnUOqWIE6CaoqmLeN633px/rSBgvQ+xTtt+ZxAY2mhRiATZZDibTpddwxZRehL+tPBHhM55B+ybz1Dw3tkqV9UacRAGhoEMzQYc1Ql2371rB2mZr9BGaTsrTsi8WkuWjbukVj62lz9moTD64r63y4YKDNEE+zvbH62eHq3zF/W5m6Wp+81zZ0IuvnMbTX0PrUIYsI2f419D4MHPLG9Y3snx59BdSF54+l+nwbHR/6wIeuqr54bjspaBxAmTH/AJQOH5OmRzDR7oM7a93M50LHA9cR+LGTRxXAuQrlwqFbcsrAz/u5q4C/NOW6AyPwV0cOdg55oIV4gN5P/R1gsQDV/2rmTZKB9ewaQjgflcJpPD9V9yogy3H+TF284gBOmhXfbzmLMMBjaWLl8JFj7/HOMroLzefR7fxtdNsKTtW8wPq4WWP+Gj3lw84FCyiOHiV7q64MMkuR5g4fqua1a7i6V+Dq3jFpDGAprVrnKA0QnThSvs8HpAXhj9+QRxK6ikZgzhyq6rX+qBZmnRvAfEthuS76EDewSN681q6CrHxN4I4lh0AEfRwu5Z2SvqN696TazTxSegbqfsjSPk7fwN/PKlUDr3UqFsrWr8nhdGS3pgN72tctGjUQ00CV+iI/Or04C9S1hWBGdzs4/VrSPYM1QDRGREey8pVG7QRFIOgLYArweBjfhgl+WgeEvRkHpr2bgju73UJVAxRfuOuv+3nch9dxpoG9dRtYQI6lhUFwQPnxfPZV8/lxGF+i1UYb1u+mZdSWLkp6ESV9gt7FJBa868eje4Bna3Ki8GkgL/NhsddvjOHXMYRBX4zZ5jt87A4fj7bbwlzo9lwhY25RxkCPPHtt/9el2szbj2lgYlNDkx3b7DnK8wz8/F78gX8X4NdfsJ/UNJK4J3sAP5YdXy5TAKh9Zns+B3tc179T+Hz2wcHXlL41e76zrVFLaBeqGBrgW/oSCDWMpd7PkkBrU1z9P/cnJgckU9eOJWleAG+BwHqfXgJ4iFI+IZregGtESfl8P2XZ+u0SQD0Pid77ENolnBON0bLUvx3mj9jUnbagVANTGyWglIJX6oNK++Y5gzylLYBfoUadgJUAGNvNsUqXgWHmk0FaBn60bkq2D3wV9AHb+nurhfslTd/Uvj+j9FvXn98zs42BZScRc7XnIPJA55dm2PW2jVyhCg5BossXcv5t8Zisf0w/D1PVQHWDvUhUH2wblA9BNGBek9GAhyGwfOdpE1Y1odLEedomLtP5/fmkWqqFwwT9RP3LRuW8KBA/ARbI08cbF7xs91epwLJNFO/xy/mcdGHN6t5reVt6Xd/5IasQ2eFj8nL7screr7I7yztSGG3LO3tsJHudG5u+O7u+DPw62ruA36lO5pvtAd9jE7jREMkE3cUzJOCX8zmdfjcLr1Oo6lViyGNiJPtBVv9WNqT79oI95I9irEt6H3I+gzzbMefmPX5V3bvNH5SyDR/n3845a36qeGczlwgqxaV7MufJyrmDd+1oNFezuQ4h6jDfN/XoBeIXRqF23ffkTTQk8QtBmq2croc48Mt26hXwC2uNr526rm7A77AOA4d1+weavkn+foZJB9KvPH7PXlgMPBlxIWidv3xmWdjiLUsBNV6gqYIblvvvlCb2BohfGy8VZ+Vt4h59TRANpgZWWo7tl9S+0mAOhE3Gwj5rWVzSwDYEeGCqcnV27pjCxqXCNDWvie1gn92tNffgXdIGtNnmeACqzZyexQDakjj29Ui6T4auRoZJ84TKLBpfEwu1iAfMQexW/asz61L7mgfwOpe1qAwsKc4Aep/qq96HHa/R8ehjfmx3dwLQRfFDHxhopupl6cubdHxYat7P0vFxnU81YUdv11TviRiguKTjo6mDJ+jTBd/tvabkb6oKm0n+NFU2ZVWqgB97r7r0MAOezEcBcC31qxKDr/eCvTNPkmIhev6eEqt/dfu4XSWM4E3LXrdmk4nd2/sEAAFs27uxOlclf7OtKPnTcXDJA+w9fAR+a5cZzf9MEsA3lgaufr4ND/fyNnLImGYSv2vMkTLVvXyc89JYH19mHzgagmfve9S9Y01B+jOORbfO/UM4Se7GfjR+/NFrKlug05Zt3bxq/SO6jOPHwM9UtzHGXzNeDpjaNUj1K/6BXqp96VwiWJwDgIBaAn0RoBFwy/bpQCGUSKDvIOXbhCgvpl8m0Kfpm+Tv55B+6/rz4YXZJGma0tdI+GrJG1JLsoXIkkDQi6T1Ty9MJQVUsX5+0bUsi/mdWfiy1K/LRiEAWIKnsaXcEJkmNd0xxCYgnlh9QswSQGD/Eq951JN0JQmsJIeq/mEal/bRNXZeIukcKCQX52MOa1FJAYNaLQCS/Zw9M4Fo+2W0d567TTZ14nUABe9JJ8nfd/GA1fQK8Hu0/vJf3Uatcv7SxPd92v3jPSn/Rtnh4xQcXCXBmVfe2k2lhc/Gn6qB9dzzYvBmvn79iPK929Ld+8vvezUfrHQ7n2xzD4E2LqP+7JEQznH8fIclpPk0zt1h/j0Bv0K6l8/LXTpOwM94sUBD9nUI2CV9d3Fvk5SvbIdTsQ7/MgI/4Bv4+7ml3xr/1Z55BwLDZQECs3cwUKqC7WXhLywDdSPGNcoAENi/9PLWcKt8U/sqAFS+YNWFTjwcINonLJ3gvF/YQRbiRLkZRA+nj3RyyKdznqgDr0Zf0dSnVVbxCn0fRKfq4EVjBugS7R/HiAsfALMDvNIiCezAMAdyzufqWXlhqom3wLy2OJNE6Mb+S9N7tnz7LluEAa+HdXklBMvPOt2pnl8J//Il6T3P99nvNseHh+YxwIY4tvJ4qsIR3Y3TyrThWvns2W516D0RBXBY75XNHS2+fzxHUP34/tKzIxDW6F3WOSJ8UBa8WMXaCKjE/PhBu9Vf/ajmQ+clBvx8bk0x+hRY2gPDJuVrHMg5rBs3USGUX15HeEs2Dt681qYQ4SKtZ5v37h3om5nY0mGtLdflX5L0Te37c0w60H6l/7OxIA9KddAIed0GuXkKF97BwTO49wkA1/mcSK7l9bv0l70B11IutT4dRniLOGBOcksF7HwE8lB1s85cbW0DB6ALeQa7ty3aalMwVcCC5H279K59Xg7NR9wKrgksuDJ6MzWvBVRebPxZKJ/Zv6aq3ovKSNVrvgwDSUU8GUuzboV6toZJm5OkqoGNQOwoo1kc8LaCSou05Xi9VMKqVRJ3/jDVr6puV/7UUE01qap/Q9iXpousO318BvCjdXOf5YEftbcJ7Abwo/62ft6Oj3pOaljeWm6qfcVoYGrB5Viy+Nj58vYFOCRJ8SH0hYl363iWstTvJMV72ibVu+j9nQG6z/fGauGs6v0uyRx4SO2roD3Y+N3YaVY7cGid2UYM3Px5PKyNz+Jyys/k7KEev2qawNLp7PErBPy0D6ry1fcF62jTKH8A6YeVNAeCko9IAHGell67Q89JLczHlMeah+2Y27iYXhJNis9XqHpVPayq3rBHb9CuMDiU57t1sNYm78ELRIkfb812kbYqS+xYzVtoraxs3Y9nOujLeSFVQhVKv8ygT9M3yd9vQ3o68KqvlMquoXAMCV9JystO09eTnUeaoAZWHiY9pK86Pqcvw22LILqnMAGJT0DshRa90wqpHp0zjZ2rNBFJAhi+qOPkWtKLn7O5FksJmK6NJBkczemVV5BErIWprUUsLGSuslKpRo4BWElHtMx2VkBNEyU1B+kggYJK5auSnTuV7snuj50HLupjTrWzQkyvyxhn+u2S+n1p+/n+KpV39ZxMYkZlx3A8NxI/tffL4JxVv9lJ6CjVSzQM/NRGNat5R/le0PgfdZxMs/VrSBJA2LsZpH7p/dX8zYmD33+eO4hum3eMZwx4X887FJplIJzv6mIJNKzqdbVxmmcZ+KX5OQA/0uwc53xeP7JTh6Y74Mc0dkrq3YOK14nTuD1I+Dh9A34zfZP8/TYlHoCbJFCTDmIV/wQA6BOqOYZQiBjp8G3jaLs40ZAsl6CZ10Bf4VOiM0iQAmo/rmHhYto1MB1BMF98Kt/iAc7943xLOH2nVQpHt4kP62II8GFhorHUPSpuW1vBdSzJmuabFFHSNbVhc7dQo0TXnG72X5+T4TOX2MEe2ZIULsngkhbK6msby/mjwxeeJRGUq03JnyizuVjZsyGpxpCGJlOS1FRKuIBeF3f4eBu+WL+Nx3KBTIeAAAAgAElEQVTYUCngkv6piLMNo9Fnc6HjY9qsa0prBI92rfNR7LjgDiGDHELCuUyx7gMXsgex8VkSxto7OAIghlKnYMmn9H05ebzSzp30b6NfTh+zbgSAe9Add+o47cpiIA09Abb9nOkjD7bL6yVNFdjZ6ZtL/cKHSzeQpx8sbyteH+/cMcv9PANBfX+iFJCAn4I+dvKgOH9BYkfbuam0j49A/OgECMzxhyZL9ooPTgVuQaJ3uA5REMjTV8Fde9MPZrFziHsFb6Y5Jikcu7TvzrEjl2dpH4DSqYPLgWhyVO1epXzwBPCt+7xL3wDfnr5J/r6GxC+d5R0kgZoqsToANqD1L7exf2WBvsC2r8M0MVT2H/bFSXWBKBHkr2AhmjXpaR95H8o8ubLKJtq4gNrWa6q78tnuh+uGc3t2PJG3KBkIX/ouVfAfCXUKP2mU3vE53cr0cBTf61QXyN3hI9v/xQXXb+ug2iN7ruAYsKkQ+4oFp/z3aYX39q3AXpb+5b1qnyVVlY4ni8Cz9KUq3++bj97Hqypg9vad9Xepn6YQ27GQmwb1LHr4nTNPlvhlT187T1LmU2y/avwKlemYVw9fQKeSw3uTJPRl0rkjSOFYUp8l+83pGfgd5g/mk9sKXsEgiV+ee27mvelM53M3B3cG8Wt53h5Oo21/yfyuPIK0L4cpy+sLr0Hr+ouAX7Uufksvp2+Sv1+AdLQFfJY01giwgiq3kBcSB3ReYWKk9xUyRoC+6tmLNKBBoUUETSWAj4dPHtSM2+PBpXaPtiYPQM1/plxs5QsFgxZgBUyZ9nwaSmZJDyEaGlrb0t0+BBY6RcTsCScdTHK3BI9uCrjO58TVTFAojejyud0r/F7pOcx+R5qXpH/S5s/2EO/7alRDxWjIFw3qDKyfjUBTw5SI6UJphvHLaUClKrwLRIfbDQKwkC+mNm5zpw/d8WO21S3o86C6Wv9je1u2gStPpteoAo0s7WN+loc99l8O9XKXLsxQKVPm2L/zfr0/q6TBmzUMzHvs/a6CtJL8ZTAegX/fgH1vA5/lQ6rTDvWbHRm0sQTQPgqSl2/lic4OS7sj06KBfxANDYElgJtNwACQ2vtNhoXUT/NXKh0sFn1FY3RSn7s5itR0TJNAYTNAh6jqNUme3mz82H2q6iUakwBm8JUlfpp3UPNaXZb4zR+gFkQwjyq9KvF7kr5J/M7pG/j7BUovgcBKFVwBQAAWG1DnYVYDAyidQVSHCfHAYq1jaeqmqF5BpOoldds4adMJhFXFpiLWOVjMf1Ewzipg0EpPTiDTl2BuC4fl/KFOHtOBY6G4pbbtqoK95iITnDz8ocZnutiGc9W98WNvWD0V7zcBWVTqX0lbvw29twZZ/Wor/p9oswPm7KE/v8b9G5jbXvUmkObnw5DsDOHyhgc6BG9D8KEPQHRR7vjUxor/B/R24bM8psq3LSC4nk+HGGjr61ecsf7mrhFZlXutQWOgz1S/k+Zq46DWjcDvWs+yBxqKdZh/ziJdIi8BwEvG9yL9u15cqC7Z7z+nO5XvwC7dO0lLdxu9GgS6B+/MYzA3Q8C4pC86ikxadfQY0i2e39uK88dq3ez0obzu1L0s9db3Qe1lNaYfZII+A34DwCbNu1H3qvWDSvpFpX5ONztKAM/qx/MA4CiOn9KEGH4M/kK+OC9WIQsmqDNwKPZF8FTV+zYZlVu1KUDMQZtZypbj9+l4Z7XvE9D3bEu2W4nfk/QN9D1P39S+v4Dp3QP3LjYgEEXpwP4iAvFFZA8tEXuRgyNIdgZZ51ssQA4PsKmPESaXLQ4ffelONYvHuDp9OesXc1meaGdf6Jwm4Op8M+i287SwgPKrNlQSIbGe5nHYl5OxO+DqX2BXm+VdDzixI4jaYM0u1Ko3q0fgobL5cu/RWDaQPEhfONe+abLvlzSUGTxlqdkrUrT32OF9l/RKO3f9zyBRn0MAxOm3fvWZZ1s/A3qFxDD8/oW5QBiDJpXuQfpXOfa8Mo6v0QNtdnqK4V1cwjczYXkWzBkZrK3yVK98jxn4MSjM58hzhR+zI4fzlH2u4nKbHwkU6jxFc2Op6iUAt3n0clmQ8CXQVwG/oAam9SisK8SDUzY3yuFb3inx+wb8XkvfwN8vaHrJIzhcj3RZA8BjTEAtK7yyeBLYbAD1SOetqBcAIE8+a0LKXsCAToJOa17AVg4HjIPBJagNGG2YsOHXVo77c7elgfGugCXyxK8pewkC2GKPaTZ/6K56YzT3/OVuERh8jz1VDqp7Sicnglm3lyo+v04AgmnDeSuPXm9PF+L+vKfdPPLOGvv1zxYAZv7P+qOJ7+fRWunokWvePccrSfpCvQ3Ix3qVHafzejJ+bMzt4/POLjWDPYC+lfhdGPV7U8bUPLyP5U4dCaC19P7zz/ps/sgfjtn+2HkLzS/JWWMQDXv1Mu0q31S9A+CP703ip3yRgN9hvpeiXpAADlYHD6KhtUbrAAH4hVR5896kb8Dv9fRN7fsLnN5tC3iy99P8IWbDBwAWE3DFAwQw7QD1fevD1L7AUuWOvuznxKf83ueX42lLuOX5qyriJmsLOo4FyCrgsWIINqC9YX6iqJp0bUcnDwQv4GnXt1SoTb/wZW1JB0ifKhaNE/j/t/etQbdlV1VjrX2+200EEyCI4SEvFcJDeURB0ECISToU4BulwqMKKBDEAkKQl0hEAQmQSJU8koKIIoWoRUQs0yEJmBQIUoARoVABRaGQAAmgELrvd/aa/lhrzjXm2muf77ud7r5975mj6/bee621H+d85+w9zhhzzqWeqgAWE2i/oHP/pa/PSAE2icFmhaMdk58Gub3tQ7ug2UoHutGl9r8k7UGW6lOhCDSbumYE15i/dU02Z6mUjNQ89ZzqQ1sAZEm4XBcsuSBJy/LN9Qt/LLBp37IkLIvgZjngkEqdWk6Akup1lpSQRRzxyJKBfASkZRGj1nTLSbDYC69vbk6lRg80/3uB2Hp/A3W9tCLSiazrPr9sQXffuxJY7dxifyW0824JiapndXxxJVfqNGyqhvYHzq1YwDOrd4/4nbJ7i0hPYBmundv4bKtT2jrx0xI9SuB26/vZ2OwSPWbHuiwHSwJSi/dSFrN8lShelsWmbjuWxVm8RTKOkq2u31GykT21hznO70gq97r2OD+teqAZvSIJstKXdvWkL0kCju3+UGBWrPVjUOfWPtYcgKlqOG63e4lMxumPVW6Xvo/ZuKs/jv5I7jMf9bJaPRsXm1k72PatY0snfUQCd6dqY4GAkwWFjzMRGa6adWqWqMi4lenZgvTdMkL5uwMw/WBfI37pKun8WvUAFXZjGBRB/WLP7IPZDUUvn20IYGpJOAXRbrj92lwWsB5X42rspjuv6dfrB4435T5us079diy37HXCLEuwkKrA+5f2IEqAC0jX11Im01i1eUsB+Jk/tDCu9LH20KaH5pHKA3GwfZ3jt9cF9PauD8zv2aRU0mVQ/zjzF+jxZWMB4etAr++UEjgjUmPW70xdOzXXbj/29R5A1xl3nWuYZSvPiJ/1tffnKvVtc8xG3jYJH+JtYFb9dG5nwM8h7JXlTJ+hnlA0ElOgfx7Z0p0leBT+3FrNSyJ+/D3hTHsKn6i/rbZ2b13XH4vwqh9n9mLy3Zed+wSwe2/ZKH5E3JzSyL+29H41ZvUC7h7q3Q9x982N+ge4cbtTtY339/pH8sTP/jhE/Pj4trr9bO/G+O1h8twL4vfQEMrfHYJrq4CD+mdJIAr9grm20pM42rpIU+Umx9TZRSSjqXWzL7V0Ba7U+n71piJ9thCtOVgKUs4132RpN+m17VNaMsVCSR4FpoglUzPbeVKdCcQSQ5qoVK8Dtk9VJLHfn3y/3rSltVE+hZbK6xnNekwB9JlsM30I9TdlUJZ2YEh9YOmMIKWqeFrTMKE+/HJLCNE/W0F9z1LL0E30gF1ywVEyDii0rg/yhEN7oJck9qBemupWM3fXmgGMtZKFpA90sgJTwQXq8TTbt3/csvVb25D4Map/9fNT37sxIaS0PptZBKcTPzTr17XJPPmD1T8/vl7TTAU8Rfr27OQZWZ3FJzqC6/bfksA6piVOtKSMUfWr+/pEj4yCm+hqnbZdygFF6ty8l9Q/K/+jBaAvZXGxpDquSK7JRhQveJQ2/Vup66mtW1KII4FNBSw9yYPDHyoRPEH80IjcVcRPqB/DuimHRNyEyJqRrE6wpseRTtzmPyQFPb5P6Idq3ydJV/zcPoCbws3V8VPwrByg/RV793KomidbIeE68/MyJiTvWlO0DQjS9+YhTdn4Yw93xEU+mnjG8nH7ncNDypE/7tNMXH4QLlQ+t2UFJ83o5f6U+rG0qLOWgtF+tXzTYAHb2FzbU2qZvO2Gfsh+HYAsuYfwHJR0AGUZxmUYsdN1yTAyKNZObRnWDlqXnGy7nqOtp070ygIjgjabVQbKod0wW5skQLTNzo1K7DJ6oerUCG6Waosr8WvrOdVlSoKc9V995OYkOCz1pnlYVrNLL5YVOdV9L3JfP6S6fsPaCi5SsXHaf9GWC0rdH7VtSaXts2KB0HrBQusAbDwA3JsuW9vRyB2v52b/XrTxCyoxtdfTxi2pk70FPf6vtyWzf5kAst3LJDA7UnRrShqDSR8re17Bo3ZTU+d2LzuT+jy/5IQdysC9bISvF3VOVraF1x+Qi7Z/t25X1HXN3FULt+7X1tv4gmRTuXW7N+EoCy6LWsDZ4vxult6v5E7HlRaioK/n2NaPa91XUNU/jfMTqUlRpS3N8lUCqERPEixhowBjZi8ApGNyGbsAkI9EFGnKtbz2NiNl7XdOV/lJwRtVP7Z1rZ3bfDmXfo11Ja9E8ixbFzblmrZBxK2b4neVM8NWMFCrNmzi+4rvrx9cbGLJuR9MCplonlD9TpC/V67/YrfvjHHLN6ywfe9Q2BeAyVzKG+J3y5hYtAD6l9ZZvpMvKNsOeiNpN4TNjcZuQGVuAYN+yZZuA/cJx4dfzID7xaxgC3jb5m/G3vbx5zArl8fZr/TJL/lNm7eR6jGT6/MZwDwfKfwDj9SQQkVvV54Kzv4kM3uO2igrU9vWyTidyk1tvdUe7p1w8LhVfIkQhSpTbAOv2FrCY6Hiria143Txo2174lSPIe0Yt/b7sUCMxI1LHjMubzV5ZFacmokft9lXwfr9+zMm7qjqZ+umBPq/RV22vxeVbPF/1+3fnmMC7W81WMD1evcSjvpnFVAVrx2HlD0lflbehb4H/N1wyh8rfgBmtfzGaRpnYR38/bY3X7b3ipGw6b1iEwvIH4/B6tXr8NNTij8HKXq19Mtwn5xZvWzbjsQP6CrdmOgxYpy1g5du3M4z5FYwPsvaehC/hw9h+97B4C/CMw5/bdOfcjodR0EJIGm0wWYWcJGaBKIxOBkASrNra/FnO4rVEtSL0V+qrRYg0JNEckIq1XQDBAkFVtx5QZ2q6JD7jb7VH+yXnPrNa0kQcBJIV9pSKxwtkrrVm1rBaGlj4J4TdGemBwsngejpybFEAXBo6iPqe5JacyrJlL60tn2PyRTAun87V5Zu/aKqf5Ca3JCLvrUJKa0QSThKqlO7tYSQ0hI+siRbXyVD1tQs4F77D7nGcV1KLchcJOPBcsBFKriUBUuzdZfczdWLpNP2ARftb5xdwscBwBGa/HETquJlN+XbCuCGvcVb+9eSP9ybLsN2K0sp+wkgnQDSE56zWB0rVyiBuZoAzmL6rlL7gH3Fr47rxM/6JnF+p+zem1p3j0q4rETslPhdysEInZLxIl0NLE0B1Np/GrOn5zGlT69P5jX91uLX6zX19eOqSSI9scOSPMpOPT+apm2s6ceKH0BKIEjNa0qhU/NG0qY/EkdCx5bs7LgYlDz3w1L8cYyE+phm3eYfxWYvq8pnP4rFfinsJneoAlg/PLA3mn6sW3KHKnijAjirIDEhfVPVb4Lp8yplvPL4z0/uF3hoCOXvLoF+QdTi1S+Ss3yBk3I6gEl8xkzd44fniRsI/wKk5SYJpPQblas8725W9CtXSxgAPf5Ft09MBTcGZDu7RfaTQjbnPDlO3zdtJwuJ7mscA1TH96mjuE0faGL/gHH+UlVG6lvplRONo9L1emnJHt5KII72QM5evbE4Mn7QJyMQHPvVVUBShLBVAE8lf+g4VydQBrVq2G5vt9mjpxTAeo75Q2gV2cTjlfafru8tR+I3O9bs/KcUvxXA+O1T4sfbs9k31smt3SV5DIpfsfe9k0YfJ0h/88nngRM6bP5edILYSSDVmJwQv3X4HKuyDeitoBI/KTvEDxhI3tjW3w+v5qWtmodB/Rv7lLydGKeJaxu7eSCQ7n4lrOTRPW44J5gQjvdLdVTaOHoD+/1X26hvmtzB44D5M+Q6zw3GcIzxeaXLIH6PHIL83UWYEUCHUUof+/ewN/fi+CuNYz8YewSwHXtjExTQzcgfI1kFebKBhxtwUotYb5REFG28MIGcE7pNgHgZb+zUh74cg8R5nTOAp4RxtKls6rpe/NlqcLfsX30olkJz/YovgKv/TK0ZsnlnGZvHsvQH+WDbMTTmbFZTjhMMZkkHhUkhWcja5maUgFe76ra3Q0cCWMc1MijibOC1qXUjedsjgaeWe/vy8fWcs2vh/QFP/FT14/e3DO/L5n0a3kt+v/dm8qj79vuDKYkTkj7Wi1wlUTmX/c+WnseI4GD/8nzVnOAhAirrgrZsCiDL9RxGMSNyOoMHEz8dM34f6Xvtvu88Xobv75QAtnWBv2/Z/dArgdsiz/6+Bfj7oL2O8Z4JbiubY5yyeF2cn2Ivs/cqoqcYY893YtOD+D06iISPuxjPvOc5pwcM5M9Zv2rb2jRtk+QPSviwcS3hw46l08klHtO3ZUwkoaQQSalG9W/WYdaxcMKH3v+1TcdzcscCyNimDrUmcRza/pSY0f8llxQCtZUBlBZEIdQmrk1svCSY/btJAAEsOaRmcojZwokSQerbJEi51ucDgMOhtLe4NIsWuHFYe1tL9lhywSHVMTX5o+DQEj8O7alzz1L9r7dYaoJGhuCeXNcPuUwTQGpyiCZsHG3e33vTzXoNSSy5Y0kFGTU5RMdr4siCYusAcKM90Wriidj1LG3bkjyS/0V7Y0gCAXryB9cCHDOC85vxu3hDCCdKn2try5uDCuhJrbd6WfG7SeR6rOlXrVxf1sXa2/4PyI22fx/Pdu+Y4KE/IB4sF3Y9v7fWBJIH1/qBP5o1vNi6ZvZqMXJW/G4eW8JH6fX+jsf2ukpqP3QaEWyKnlAiB1u96diJoFf4O/FT8qY/wkbyZ/YtW8CFyJw6BoXGC+/XPqMrH1P6tYiv46cxyar4ZVb+NLlDrVyu4zdYvdPizc22dY4Lk0dW/ID+A37P7q0fFkwnDOBtPpbiCuv3+x/8zpP9gV1cU8npiJi/uxj6RXrmPc+ppKrF+I3YxPvlKx58s+OIVNI2iyMspZI7HUPjrexKncC23oAbeavxeW2s7i8CLLn+8s1tfEr1SdnIWSqw8iyS0C2VhDrH8AF9TKkdGmbmlro/2s05tdcusNffDrvZD+Ox2hKljV90vV6gjUGq5I5Kw9T3sL2Q3NZze28SkETLvkgvBQNQ8HydB3gtGcuyQsvBlFa0G7mgpPqgPuSVyrmkGvNXFlzkFVr+xeL/UlNyUqkkQFrtP8lYWokYSGkxe8qGSy0EbW8MLCN4t/gzgFXlk/aalQCuqvw0AqhTO+sn2FS4lDZ0TokYxwMqCWQCdx0iOI3327F3/X6YqIxz4teP20u61GN39XRWzLkeZ4jzI6u3HqNbubw/J3jouHquHjJwWRaLF63nSkb8ZnF+XINSl5z0AaCHMTR1T28DtVHvK7Suf2ZSAGfEr47BVuWbKXXD+E70xNyBmY28sYcH4gfAMoZxcn8hNbHP2tHemL6jqnrOPSGip8cCv4m0PiNrs/F87FOgSQP0GWDHHcuOtedSkL5HH2H7ngHsi3Vdm1fBNfxOxf7N7IHx5jG76exZxGwl2I2w0Dofi/bTX+Mtfi+tGm/TboCiN2Dd7vtu43Tg/um50s59zx40a3+A8EOjjunv/9R20qUqFBMLuFu/ftnjAHsGcM/Y7RbcLP4P4Ji/5OL/LoVUGmcN9yXH/3X1qScT+DHbmD4jJSNBgbeAdanEZ7Qjy7BeiVO3gnub7BIz7utJGFf/x+Ovc3ziH3aN3Da+Hv1bjcTPW7+e+GlsnyOBg9XLMXzj326M86v789+9fyY42YNj+47D52ycxaP+Q28bMnvdfL3jcs/q3QmpAPz3d1bE2TJ0tZzL5LZnxyGy5v4N9xMjYDZeyWMnZpbgYfvX+1m/V/J1918GabhPTsNoFNe5F/O9WzGqfq6PVL9rTDzg0J5HQfxuD8L2PTM863GfuG20zNyyVf1mtq/tp7LYxP5Nudf/0+PosXWpWb+zOoCLH6sWrqsLmFvtv9z3NVu2XZtawDrGrNsEbwG3c0hrB2Bj1eJVmxdAt3jbPkhwti/bu27b7GDp50ja/2ZYwFQDUGv/mRWcS7WHk2DJYvavth9ysRp8N5Zq47IFfMi1ZuAhdZsXAO7Jlzg0a/neZgff01IlL/KxWbmr2bhWK7CN0X1GC/gCq1nB3fZd25+xtte+uQWM/meyYtC2be37dvCI2VRxI/aUvZm9y3F9vn3Y3rF6maABwM32qpj4XWLBaPUCwAOl2rNjZq/ZvKjTtwHAg1oTsO1zLBkPtnW1gY8U78dWb0HCTavdl216tmP7UVLt3U7yjCQWIoBjLb+Hw+qlsWz37v1gy0d0lU8tWa1h7gifkrh2jtXvw1YvaCyXa8muhIuSRLEx1VEo7fV0ZW9TzJlq+U2nbOOxo91bpJO8HbtXsWv7Kvh5MhEPXvGm79i0BR4ywvYNnIZ+4Z71uE908jwAT/xu9VfcdcAziaiqOCsxk1IvA5PadoGRIdunlEoS1T5ov7gFCQk624fardJKyqAeUwAgAYvUh4pawM1Klgw4u9iOg0q81r6dGoHb2MalEsl6Tf3b6Y5TugWMcd9TFnCu8wA3M7g2Zy4BoydBtXdFy7TUUjdr2+GQq4Wb0WcIyUlwLAtuLMdOPNoYtYAzBCsyshIZVZQSWZHtxV20tzpjbbbxoP61F23TxbUSMP1NB1Z9qupx0f82C/o8wH27gkqW1+NgWxKmv1PS9hkURRHklE4uR3Dpln78LfFz53H7X038prYvqav1fL7oc0+w6Usmfqre6b71+Mnto8TP1YM0BXlx+/AMHUr8eDq2lUhfXV5B/ABc1+rlN3Vq786IHyZLafudOu6oBLLDQMRvM7vHpI4fEz8e4+7VY3KHEbeJusf78PK6iRrXBYf0AFshoT1vgvQ9NhDk70zxijd9B571lp98NeG7Kv5vD1IALD3275QtMMb/jbGBfG0a+7JW1a1O5VbjRnRKNg2GS1Kr7HG8niQ08oQtuVtg12D7tAFj3B4Wv82vzJE72RLDepOvcZHWlgGs7TwrIBetTqHQdeZxWeP+EmAPxpEAZiV3SVrsX5vCLRdIkj7fbwYOqGM7gasP4ENTdi8BXKBYnN1Y4gOAsxh77b8qZXZ7VAmdyqB13MKkz61z3B2/kf3vpwSw6JuN2nYpTd0jBZAJIHTbagPqQT1WqdPEKdHT5eVO6SRuvRwexDPFj9W+ug8RuB3iNxbQHq1eXee5l0dCN1q9muThx9DnAVurF8DG3jXC1xI8jq0QORO+cT7fXeIH/UrXH2r1u4y+bN8Pq9XJyh76mFEJ1DG8HMnhVfGBfewwN+9I8ogcqp2b9Jp1n5GcNTJoyR2AL+asGG3eU3F+I8Ykj2vOZe0wqnt8nx+IYBC/xw7C9g0AAJ71+E/ZtKW0UwCa7V6e99fa06btZPYv271ALwKt48YM4Gb5AthkATsLOKEWfW6k0CxcygJWCxgAykV7CJntq2PQ9x9sX12iHZdtXu73xxnHtBuwjrVjSLWmqQC0WcCL3lTFWb8pYzcDOJHVm5Lgok0Fd2Pp2cCHXKqF2tYPaa1tqU6xphnAbAEfcp3GjTOAgW4BcxawTvmWk+BGOiK3J+meBVwzeQtuJLZ9vSXMNrBuA1dbwdymGG3hh4I9dc8pe+LbZkofAEf66vZ2vt6bsmxJ38TqLci42ebs5enbmPCp1cuZvXXZM351jt4H1wM4TvQoSx1feuyfZfM2C/hy1azdZFYwsJPZW+Br+anCt7Z7ilm9ldSlFab+GQlrFm12Y+lHWPH/3BhpZEu/ake/HBM5bBs9yzdfEpGzen+9gLOL/1s70XNWr/WRYtfURJfZS7HSaZPNK8N22RI/tnhnbXq/53bAjqHPixGv+O2XbtoCDzvC9g08NOgX9L4nfKr7Ik9j/Bh708npzWInw9ihSH0izxRAoCltzdaFqlylE0ZWB9kCRmqX0VRBVQZIjVMLuKp93iruqiJ2VcDc7F9p3ZyUyjZuf1+8aOXGsFoI1AeZntMyfTEsk1nAdtScgNKVNrXUcq727QI4i3eVhKUpg4dcM3dTU3eOWIACI4CXZWmkKwMFuMhrtfromtQKVgWRs4ALTKqsapQ+kwcLuKp57fqRsSpNEt2n2HGt/p3y4vZHYCtYB2R04lXPVxf6JzLCduJH8ZLSbgFnd4wGVvjGdp66bpyxA8BJ4jfW8NP1Xat3SO4Ys3p1TD3vPvHT2o96nUr8LIFjktzBr0maXazJSUD/jE6JHwCX4TssmfgB/Ts4U+yY+E0xEsH2nZ5Zwq54sxI5gNq8AudsZPRrMKuXFL4NWeN1Jn46lrY3it9V2bnufDvK33ifz/bFrd30vNDl/b/1bVefN3DbEMpfYBf3vc2n9Y09krcpJE2qIPU75Q/YV/+0D4BLAKH6gmI1AdEVQU4I0Tp/bR9WAHuyh6p8/ekvqdUBJIXPjpXpX0pu2/a3f8mpe6Na6JI60BW/Qkkg9Xq8AljH6phGBlNbNpUvNYO6BycAACAASURBVJUvH/SmPFcBs9b8y2WTBKL1AVXBO7SagIe8mjII9Pp/PSFkbQqf2BLApgZgVf/26wBWZbCqfaoMmvLHiuBEBQTmSmCmW8iyUQg9luEjPRvDmD0uZ0QP8GSv96Vdpa+2bUkfx/bx9G03m5qnM3cA8zp+o+p3KQuNWWx5lMUSOoBez0+VPU30UNv3svR6fWNyh2ag64wdM7UPAEpT6eSoX5z2A0ySkT2gK38bxY/Imyp+synbaj82/c7GHWzfnuAx1PgDfHJHaTF+FJdnCR2rqoXiFb/S1T03cwet27VoDT4mfqoY1je1LvdUP93GjvJH/YY9EkmE8f43fut8TOCRRih/gYcP+kW+720/fds5VQEH4nerGBJBUpFKvrTdkjYKZIxFLAAgNRZv7aStJ5AIcNAYwda1cJ1B2L4+tqjHAEpq/dnJSU7ZS3odrV/XNgkhQ8zgJtkj9weZJrC4c9l+7X1BVwBTln4/JhWQ6wAWrflXMpa8VpWG520GrNizzq2rBEAzfHUe4Kr8rcjILS5wxSUWXGC1+oCQbASs6NNXDrhAfeoWi/9Te6nOBXxDnT6jTxQL2FTAFcAN0ZfrlcCcxBEpbV9cuyeBTNz0Y3QpaHUN58txP8VI+uq47UwlwNziBebZvDxFG5NAJn48ZVt9Db2Ac63110v0LKnWc2TiN87cwdetxK+gqsdcU1L7uYhz2Sy74sdqn/2JWPEj4sdvarLgycHqnSh+s3ZW7XTbKXoEbw/L5Fg0D29L7vDn7qSOZx3CJIbPyN7sAwVgOm0bneNk0sd1YOE8yR9jUPt4/P1veMlDO1fgtiHIX+BK3P+Gl+C+t/sMR8ymGbscEwLMVUGRPpsH4PdnnDoPQEkfbRtN6SOimCCQQ+72rRaCTqoYCOQwJI3kahUm1Bu02cFcPHq2tGsALAB9bY0rOrMQGHHb5i3UnfcsYM78tQzgRlrrQ6YTzvrnqCQwLfXCukDQSBjZcEB9cOdlxbHZvxrbtbQHtmYGa3+RWszZagKiJnkoAVxTtocfk0CAk0GUuByqzZvgCOBqxIxsYWgfcKO9VpcNbOP4zagLlxkMTwJXdDUQ7c/EsXn2zJPttoI5w0g6x8xYJn26zXbthgSSwsf1+3i6NiZ+q25TYgirfVrA2dS6Vvqlq4K9dh9fx6yOn35WtF/gizf3z1p7yzTrV9v1zzXG+G0IXHLLU1avJXewOjeog7PEDpdAMuw7X47kq7dPkzWAqdVrcXr0Rk1LujA2SSJ76hyTuAys65zcMbFLeiOCvw8v2W3f/+svnp8z8JhG2L6Bh4T73v6zfMNVM4e42MHc29j25XGz5A9tJ4vYFMBDs4rHhBCzbes+16kDqMkdANxUb0L7Kenc9mt7XcpOv5v2TTlR5uOS0pftGWm2b7lQqQsuIcQSQQ6lvkWUDAIAy6K2b68FqNO9Adup4DgJJCWx5BBNBBmnghsTQS6aBHJPHpI/IFYLsPZrwkcxm7havLX/3nRp+6v1C1SSqe1sBSsuUo/AUzu4/rnF2hiqTi4UC3ldWOzkQPKsf4fsKdR6rX3bmTou0evm8Xy8D8iFnV/ba+mW2q+1+bSGX2m2ryV5tA/rpSy7iR0AzN49tuu8uS41bo+SO/ambNO5ejWjFwDWtX1HuZyLAFC7d1WC14kcAOTLRvjU0h1IWnZ2cCd8RtY2Fq+Oa5+NWT9gU7bpR8pZw9zvkkDECNXJOn6Ar9fXrOX6xpe232DlcgIIgM18v6fiB8eyMbY6+bwPSt/9r/+m7ZjA7cZEQTmNUP4CDwn3v/6bcN+T/sY0w2uTHcwY7drB0m0H6Mcay79I09jUGpaWzNFqCGp5FzddXO4WclfxenJHVedI3XMlX0bVb3/bXhKpgmzpcr9rVyWwXYqM4wGrJcgKYO2zqobdCkYdZ8fT95ISQxoFrGsZZveufKMnG/iQCyAJpUk0Bbk+k5R7N0JzSOjTwUkywnIhSsKa/ZuqcqgvtCd8NAJmF98sZiyWNMIvysiZgKTY/hJqJIB4Oxia+CJmWwKkCqITtPFnZ0Gd+k6XY5/tp+eZEL5tny/d4toots8UviGpo5NNr/bNFMTZrB0c7+eUQM3EdYpf32+ldiZ+s1IuY/Fm+/Mw8SOyR28qKXj03rLiN5A0i+mbEL9Z/F7dFmu/Xv/e9tBOc/TOk0CIoHHSxkjs9hS+0fIFvKK3V+5lrPFqu6pC6xVBvc/f/3++cbNP4M5EkL/AQ4beCJ79Dp9dG/ZsWr3RsHqnGBM+OHN3JJEzogh4wpezESsjila8uS1boJbt14aloQ6gzvtbrVhfL9Bfm5giCHjipvRMn/kjqTM3U9Te1aEJsogjkclIYqN7C7wNrJm+GrO47BSCTrV9JIC1FmAt9oyS61J3algskafePLTencYDXrQXeNkygA9NmVOCofGAiou2XCkz+BL2ttv7dlOaxTsQvJuCpgL6WMAVldzVcQWrLFb8OafhoSeNIKVeExHwZFCPN5tWjdVDJns51fluZ/uNxIyVPh0/q9sH+MLNWualt/cSLuO5OLlD7V29VgA4ymLFm/lvyjUBObnjSCRPa/9Vla+HEuwRv2kB54Su9o3JHbqcJHfox6L2J2fhOuF2tHnb394sXhn6oMcekjukx/f5frHz2BjQOL23mcK3Q9CMqA7Ez17HDqHT+6f+UxdE71d8Txbp9+VlgUsCSfWewffjl//KP0Lg7kLYvoGHFc9+58/pG2OxzzHjV7Fj+XZrN3kyOKkPKNYG1GnfUs8GbvvIUPMPAOTQFSeuA2hkTtsX+P2aBeys3klmMGf7zjKB63593Fgn0I7V7FzLDFb+xLUA0W1hywRepBPMyXRwAHC4aJm0zQpWNe1isIA1E1it3qWVf9FMYAC4d9Hp3br1C3Tb96LZxVoPUNWzMSNYs4Hrn7lmAKvVqxawTfU2sYJrNGHPDFawLTy2K7ididtoEQNwfTNVDyBVE1uyx+1K8DLK1OLleMBu9fb5kwGf1LHJ5G2qnpZx0Xa1fdnyBYAH1t6uU7etFOM3ZvQCwOWxq4Zs8R4vO5Gcz9qBSvwosaMXa/alXLSGntm3jfCxuucUv9L38QSQEjf2rF6XwTvso/bu2te1fazjV89R/H6cyQvAlXHhucyZ0M2SOjjLd08hHJM0uH+8Tze8/Je+AYE7BunqIR6h/AUeVvAN49l/6HN7x2ymEI4THGv2NbCi5tVEIoIiPeGDUVAzc4dEEaFagmnVjGLtR/9lroWigZZBjG5DQ5XCZFO9TRNDALNydR/9nqryV89Zn3tNqOp9eqyVEjzIFu6ZwF0BrO+b0IO0EsCpCpiLPaDbG1vtXgC5tS+5WYA0G0h/fwtKSqZ0WeB/6TUAc5KudKX+GnQM4OPdLuCdvwscoQkgQM9+3SiBKqwgOzWwzuChb1hXDWuCB7UriAheymIkU2P0dF3JoJZOYQK5R/i4n2fmqG9ZbbspF33cQPw06YPr8WkJF34fncrXzjMWbu61+noCB8f61b5kdvZasvUx8avb+lqasteIn322Us0w3yV+pRE/dJVP11ntozemKXW6T283VbARM96HSVw/x95SuoWMcR/ZHN8KNK8T1Y/j/TBR86iMCyOxiifikzI4Vq+FqPidWeXT91p833DPDcJ3PgjyF3jE8PL//Q/x7Hf5vHlZGMV4E9pTB0dQMWc38wcwJ4Ot/IIRvYQeB7hSPGBSBtb2KZVV+Li+Rrb0GCdiAuu10iHHMejk0I4h/Sw+XrBdC7CdT3it/ZvYv37musiweMDa6svA6KBKCoc4wLEUzFJM8VGL1yxDZCN3RRIykcJepqYuc5NomAACpMZpSZhmOevcwDelrhdoPN9iSqBlAw8v3/9hKrnK7BO2PxKTuxorV69H4xTdUo812LaKUeWrbcmRvvp6KJt3sG3H8i02zy7V7gM6+WPix8WduXCzTiGnhO6SFD49Ns/aAVxdykXXmfhZORfO5AW95WNmb+sz4gciYNL61ta/2WeHzLl2r+bNM3pluy0wNc+RPiv2TORLOsEbiZ8jhGO8NCdl0A+2XQVvxIkKCY4E+p2AInj5/3rR6WMH7iqE7Rt4VPHs93jetnFC9GTPCtb1Sb+RvWVoy7Qf279ArwfYxlXrt9u3Nl0c0AstNxuYiz1bewaQetteNrBZwAu1DVPB8VgMbS7bl853ckq4ZvuONnBexOL7lgNbwNUG1rp+VgxaM4M18zdXezU3axi4fjYwAFcYGuhTveVG5NQKBuCKQ7MVrPtqgWglbtrPtnAv7lzcGO5TbOIDT2BG8Gx9IHrjfLw8ZpyPlwkdK31MDrl8C9CndBvj+24lm1dLuqwU56fTtGlihyp+x5I3pG9tFrBIQll31L6hYLMjfaTqcXyfZfvukDdHANnOXYmoDWNZDUymKm6Jotbw6xm6eqxqyXaSqlO0wYibkUC2eynOzxE/Gju1cB3R9P0bBZDHEF7+C1+3HRe4U3HLtm+Qv8BtwbP/8BfYusx+jY6EkLeX7NuZ+AEu1s9KwbS2Wuql9Q3xf6CyMErsbCwRO6CRuuQJIMcDKgH0MYJMCum1W1wfpmOtfeE+In+LOWZ9BhAigDzWCCCApLOALMXNCQww+fOETwkgsJ0TeEmdKOY244du37toqRZxBDA30sgzgij505IwSgDrcf2MHtsSMJUUrsgWM8hxgYpNLODQt0p2ZHG0e2dLALbfSkSQp19jxU/7WOW7bPUOx3p9QI/zU4VxTOTQEi4AzedLM3Zoti9P0wYAD7RZO3iaNt1W4jfO0cvET4mgEr/pVG1a1sVInlf7OKPXCBWVctGyLTrWyJiOJYXQkb+VCWIj/ZP4vhnxq9viiB+kl3QZCaKSPyN+9QNhx2E1sI4VZ/f6Ui72EfExf4pJTcDdbcARwpf//Ndu+gN3PIL8Be5M3PdeX+Qb9pJCxr5ERI6Fl1kiiLX1Y7LN22sKDgRQx2betxPCXhOwn3tG8rbKnyeIyJgSv1NEEBgIn6qAmdpYBdR1JoEX9UFSE0FgKmDKBcvS6wHWt0HJoBAh9DUBARgRVOXvBil/tf5f6dO/5RWHYTo4JYRKwO5Jvk5gvRZf269n6ZZNncCLdESR7FRBPZ5iVAKvSvZQzJI+RqWP23QfvR6N1xuLMwMwu3aP8AHAg7b/PJNXs3h1+1L6tGwAcHNQ/vZKuACd9GntPgCWzbuu1d4FAJ6fFwDkUr8QnfQlUgGZ9HE274YIniJ8MwI4I3Eb5U827UqgOlGkjF6yoLmOnyN+Rj6V0DUSZzF/6ISO1MINyVPSCWCq9tU/KhyGZ/r9//UfIHDXI8hf4M7GfU/+4rrCpVkUFvScMcazyNJUBLZxtW9qB6NbutLWU9uPbVwicmKFpNEzdc3W9cogk73RFp6TQD7vCQKoz8sLHrtVAacEEPDZwKMNvBQjgPVtEkcAAbii0IsWjm7KoBJAABsl8F6bB7igF4DuKqESQNserGAuDm1WburzBHdbuJglDMDUv3qM00RQz6MkUIkbW8as7HEbj9V9mewB+4RPYW3oMXpAV/q0hEs/py/W7Kdma+rdUL5FiR/PzsHKH1u889p9nfj1mL5O/LTEixI/VfyczWuWrBK6E8RvUPsAoAnDpLztK3+q+M1J354aOFf2TPFTGxqgDN5B8WsEUufs1RhjDLN+OHtXwX0ZfmYPK3dV+v1QwSWtANz/s1+NwNkgyF/g7sB97/MlptQZiPAJF3hWmErXH7pO+Wt9SvxsDFm7AKBxgb4PPv6vEUBJycUCnrJ7XZsStIQrCeBIAjmmUO3iXQIIzOMAJwogFj8biKqAeenK3+HQCdpoBS+54KK1JS0No/asKn+5W8E3rPxLVQOVnB2I+LEaOFMBe1mY1SxYJYWagcxKoELtYU3i4JjCEWzj6nGY3I02r4Jj8vQ8aucqWOnrtQF7nb4F0mbr0ILOc7WvnqcTP43b07l5NbnjppV1yVbHT0u6KPFTAndpcX3e4jVi2WL6Skkoq5+f15I7rHDzFYrfEN+3IX5q38JbszPSt0v8hI5/UhEUGt++C6sqd0T8xjg/nqljiL9zcXhKAG2O3ra/I3K+T/v1vlffZP8DWFXD+3/mqxA4OwT5C9ydeNb7f1n/pTvLZKO2DTFcaDwnerRfypz8kaQRuw35G+xi3VYylTR5QwlkJ3SOqKVJW4ZZvta2TMYAvs6fPkPVWnYK33bfsSZgJYpVlTACmGVKAlX5Ww6qAHor+LCs3gqmuoBAtXu5LiDQieChkTjAE8GZEgjAagTW8W0M6nRxRTLuyZcoki1RpK77moErMm5oWyNzahOP07rxdHErsu0/tts6TfOmx+0ZvT2mj2vz6XVqyZgHy0VVCNt0bHVcK+NSFvhsX6/0jYSPizMr4eO6ffvlWyrpO679+GrxAsDapmGrJVza541JH8+/K0Ba04bQOdJniuAwBl2Zg2Bb529U9Vaf1DHLAtZ5dzdtjfTVNumkDzDi56xeJogU56f3EU7y0PtNn/VD+n2JxhnB43udYrz/ieAVr/t7CJw9gvwF7n486wO/vK7oZ3dI+EgiPovXOurNssfY0X5Jj0P7NGXPWbm6foUF7BJD0ImfrV+HAGos4cUwDn3sxkLeKHxzAlj7xBPA1s8EEEAlgku1e7WN5wZOSbCkViCarWDK/tXi0BwXqPYvxwZW1a4pfBYnuI0HNFs3dyu4z8vLZFKzgMW18Uwetb/bxBynx4RwD0z0eD+2cRWs7tVtTvagNosZTN3i1WnXLOPXx/UBPXP3Unp5GSZ+SiQ1nk+LNVubi+9rsXySasbuMDevlFr/T9aexeuIn5I/In7jTB3AnmK3Vfu2cXy9X63gMZt3l/i5uD3fxorfSauXxvWYPj0G2bu6H8f88awb6PvU90Y29zM38xGAV/zk30UgQAjyFzgfPPODnl9Xto7bVB2UTMoeZ/wCFvNn/aoGHqpqwYROZwHxySPYtYB1e48AMnnrRNLvB8DH/u3FB7a+spC6t+nfUQCBOiOILpn8EQHUNiWAALAsxQggQFawWrmkAhqpy52w3XtoMYHXUAGVqOlMIaoMFqRNXGA9Ti8VA3QiOCqCDFb1AFwZ88dYhw/kTOEbZwDhGoccz5chpuxpnT49x3XUPgB44NgyfynOT0miqn31vMlZvEr81rUrfJsp2laasQOohE6t3lWJ3lzxG4mdlXIxouj7PTlUlY/HKGHz4/wxrk/82OrV8bMizklj+iwLmJQ/AamESiSpn+3gmdKnaNfw/T/x/G1fIBDkL3DOeMaHfMV+J8f4OTVQl0TkxkSSNm5T/49JYu7HclnAA9mr5x8J2ZwETlVAzSjOoCneurLI5WKMSLYp3mYkEICvGajkj61gzgZeiPyREri0uMBMtu9MCQQ6EVQlUNuY4M3sYCVoOlXcIa9G0nLqxHSsE6jr9br6MWfTu+1N+XZdzGb22GtjdQ/opA/wpVqU5GlxZqBPyabZu3pMVfmYGHICB0/LVs85V/qATvaU/JnSpyofKX7gbF79CBHp09p8e6QvW2wgEba1E7RODGl9yMTVY+6RPrctw77D9pj0Udd7AkcnkKTsjYkZ6IRRj6Xw8X37j7dX/ujf2e0LBAhB/gIBAHjGh/Y4GBcDqF8RgSNrTvHLqA+Y0fZ16zACyHF+D4UAjskhur4lbGnTr/MC2/56roXHeBXQnWtiA9f9pRNA25+s4MXPD5yyGAEEYHMEj0og4OMBeZ5gLhDNBBDwdrBmB+tYa5uogzpupgauki1OUPflpBFtH6dym03vpokZrOxpv7ZflgOWVKYqH4CNrav7MpHTcZy9O9q7bANzjb5xPl4AU6VPY/qU+Dmlr1S1D4CfrUOtXrV4ganNO1qwM7XP1DwmXqUTv9HC7euzfl2XfeIHmII3Ej9HCpX4sepHxM5UQr1/yETho/uO7uOSOAC88j98GQKBW0SQv0BgD09/6lf2DbZXtEwM4Mq86I2ayaNkOOvYqX+J9tcC0kvfnqmDut+MBI7xfb1vSwI31vBIAu044tTBW4oHJCsYZAUDXQnMSyNozRau69e3hDkuUNU6zhDmmUG0YHROdKwhMYRjBYFGDMm2zRCzi4FKxri8jLZdZfuOFvClLNam9q3G7+n+TPAADOVdfMauqnpK2sb4PVUE1dqdJXLosa4ifFbCZc1zpW9m8SrpmxA+YGvd6vRsLn5vIH1uardTcXtEIjfnscLLfl+75gKbtcPahgSP2u7JXyV0A3lr9wtX7gWo9wSaL5xt3Ve/9ksRCDwMCPIXCFyFpz+tl0IYM4MTJ4SALGL6alnMoGYLGwmEje0ZxL3d1QxciOjNlMGHoALafiMBzJ2EKgHUa9uLB6zbRAD1PSAVEIMKyEpgdirg3A4elUAAu2rgjbyNE+TyMCMp1G3OzLVrI2VQtwFY3KCqhGMsHyuHitkYVfM0Xg/ocX+AV/aU8Ol1KqmbkTyN6wN8/B6XbxlVPmsflL6ZvVvXa9kWvTaN55OxZAtQid9g8c6UPoBImRE6In6c2EHEb4zx68e5NbWPj1vPR/uzcmfks1u5PJ8v19FzIaJC+6Gf291TBnXv1T/4JQgEHkYE+QsEbgUf+fReCJVv0Kb8Aab2ARhKxNCBrHA0wAkiTNZcwkim/Sw2r4/d2LNAs6Fhx90QxYkCOJ5PnE0snijquNnsIKmt76mAQ3mYq1RAW7+GCqjH4xIx2ZS+YjawksIa/0fEsqmBRbrC18fNiWCRZJbxrSh/l2Vxx1Ao4eO2ageLqXxGxkgV1CzfOoZUwaFkC4BrqX2F2k6pfQA88dtT+zTGrxG/sVhzJ0+k9qGN52QNVuYmit+G0LXjzjJ/XfIHH8tq77Gi50kiJ3CY8sekrql/XLJFVcA6oJ97JHw/8OovRiDwCCHIXyDw5uIj7vuanqkH+PVMtk0aCWBf9nmDqa0RSmf/aruN2bZPVUCn6k3GcZ2/hY/Z1ick0MYnHjMogbx+XSKYRxVwSwQPSyd6WjpmTw30xE8JYW9XlVAVQGBLCNWG1fmFFT32r9u/XBZG12dtQLN70e1ehc6r2+3fOdHT9puU0KEkjjN4tUYfMFf5hAnhegXhI1J4bcJX36St0jeJ17sW6WP1b1a/b/Uq3km1j4jkJmbPXgM6UaNrNduXxiocEUyJSN72XvHv7/9CBAKPIoL8BQIPJz78o15g67ul3hJggdxsDzcFL5WmoqnFPNjEYokj/XidBJ5QAZkojgRwso/O/KHt4PbBCu7HxVYJBABeH+zgNEsQIetXCeBoBx8WIn8n1MBE7Z0IkhpI1rCSPraHu/3b27XP1icW71gOBvDqXm/rVnChD4TG7ul+bOeOJLATvh77x0RQSAmcqXxK/o7r1t71xC/7Gn0U3ze1d0sCyLp1St+6p+DxODgSN87QwWMc8WNCt6f2kbIHvg5V8wBn4+r3Ma2w768vvdLb955A/JF4zb/7W/NBgcAjjyB/gcAjhad+9Av8gyARoRvKxxjpU5VPtD3Reh2uSSNiljF6Ygnbu85GxpzgDWVjphm+yR9Lp4SrY7YqYI8XvDUVMM1qBQJIuQwK4DYmEJhnCNf2Tvp0/uAZCeTyLxoDqFOtXaRCyl9X8pQQ6iwdrBACcOrdrM3N7iHZKYU9DjDbdXBMH9vCM9K3EnE8Fc8H4HRMX2nz8AKbGn0utu+aap+u76l9fqo2VdC25G2btCFuu73ZA+HT9aoMWiKGKXuAJWvoeZjoEbnT7yuTRwDbpA70fV77b4PwBR4TCPIXCDza+NN/4Wv7V086WdvED6ZuCyn56uupK4GsCrItDBhpnCp4100IGdaZBAJbIrhRAoE3mwgClfSlQQ3s69vYQGBbL9CpgOhjmADWl9btXUcKWyzhHvkDqpqmZWZm5O9Sshs7I38cm+dJXnbkT5dK7lgFFFL+ZvX5tH1G9gBAhtk56oA3n/ABXelz4+oL6P07Vu2VCR3jGCWZTNA2JVhofZOh27+Hjvxx4lehz7EAP/SyL0Ag8BhGkL9A4Hbiw/7y103bjWAJrQPQuEErHwMYSbT1iQW8UQ6Z6GFQDK9QAqckkQngzDa+jh1MM4jskcBs69u4QFYDa/tcEcxJpokhidRCVd80TrBItsSRTvz6GMVo9c5i/rhPcZTcFT/a51h6LUAeA1QVz+zaIZGjSNpV+ABMrd26XVW+vr5D+oxkKfk5be8CmNi2W+K3yfY9ofTV9aGEix5nVO50v5nVK369E73+91Jl0J1nwA//q+fNOwKBxx6C/AUCjyX8qb86J4NuFhElf0QKd9U/IoYzItgzgXVM8sedqIC7MYWs5mk/J4/sqYDAlgTmPnYWE3iKBNb1fSUQ0Pp9Xc3j9oy+bW2kCPb24gjdIZdpTN8echJT5gBV+Lbxf2PW71qq+jeSPUDjAXt7XV4ja3cgfQD2Y/oKdkkfcELtc3Pv7li8O+SPiWHvHxS/HcIHDARvT/Vr4zkho46ZP05+5LuD7AXuWAT5CwTuBHzwc75+2zjYwi6RBLDEkI1tPCqAMhA53n/HCtblHhEEvMI3EkHt31MD6z4DGWQ1ENgogjNLuG/7GEF2xpeWIFI0bo/IoEgyRVAVOZsCjlQ4Jn4HIo7HknHIxZbcrsfg9U7iyAJuCp9a1qzs5SRN2WMSuR/DV7e31q6baxfYqnxM9oBrqXzAlvDt2buzdR03s3idmqeq3KD4zWzbzcwZMrF1B/zH7/z8bWMgcGcjyF8gcCfiT37SlgzO5iCeksK0JXp7ZWP8VHNt7Gj9Dv27iSGsKC77aqCOdySQLeE2fo8E1nWvCOqSSaCSKVUFU/IKoL58JW2JFEC2flkNTOn6tx4hNU+VvLEkjNm6pZ+Flb1eoiXZMfcSN3S5Z+sCE4Wv9c3i+YC5ykelEbf27kDuZoRvz+KdKXculs/Zu9RGJI/HAd0GZvzYPw2yyVTaAgAADI9JREFUF7jrEeQvELgb8UGf9sK+sYkbRH8oEiG0bOHkx54igj7LuLUt/Zwnk0OIHOo1MBnU8VNF8JpkUJdcNgaoLvrY5uxdI4EwVVDHLKQCKpaJCsixfuOS1b6VSSCpeXzOut3GUFkXS/rgUiw2jtomiRvA9cgesFX4AG/p2vZOLF89RlfpxpItqtK5cYAjfGMNvY1Fq8pdgh9L8XoA8BPf+lwEAmeOIH+BwDngAz+jkUF1vShz2NnGgE8emZSkcfvvKX7ZH+sqS9ja2BIGbs0WpvF7tQOBSqbG2MFs6h5sWwnd4pQ/2LodK4lT8ZZrkD+2aXV/mynDsnjhii8rUbQCyyMZJILHs27YcmbpArdk6wLYTeDYjh/6WK3bUQBHErhR6cQfa7RteX/9PP/ki4PsBQIDgvwFAueID/jMrgxajUG6HUjuBaYhcLGBrKxYLCDHEs7iAyckcJYgAngSqNtMAm2fGQlsx7Z1YFo2hucVnhFBx3mHUi9KCDsBBE/jiiUL1pLMTmZo+1rSZj+g2bbFZ/Wy/VvHzAmfjT1VnqVtT7N1gW2ZljbGWbk7pM/2OUX6gE0cn8XrMWkT36d19oRmytBjW629hv/0zUH2AoErEOQvEAjs4499zov6w3W4XbBaCKArg/pAHgkh+nhHBgdLuLb7kjFuHyKDrv8qQkjbM2UQgBWWruvdFhZJbcnWcbeQx1g/JWuZkjyUsM3Givj9SklISZfiEjQAWMFlO8ZVyh5tnyR6bdwscaPuS/vzfkzoJjF4ujRlTpf8VnBcHrXp5++nvuHzEAgEHhYE+QsEAreG93vulhCOMYP6EDfBak8BpP2Z/Ll5hGfkcCc+UPcBcG0i6AihNAJIMZKd5HWiqCRQs3Bzfujkr5Rkx1HSB1RCp8dxyl9pZC/NiN7VhI+3rxPHV8fTMYrv3yV72j5s98zbbcyefq7+ywuD6AUCjyCC/AUCgYcH7/OFL+ob+g2cxRJi0kbxhMAkRnCSLcz7P+xEcLPU6ySVEETkSAUcb5E5iyu1shlHBM/tanF7bXMnaePhIHz80vaydUc719YncXjWz238mWj4ma8JkhcI3AYE+QsEArcHT/7blSwyARwJgtrHus5L7eC5hRXXJoXAlhjS+dHUwA1ZRCeGnTX51zcr+yIyDBoJIJNEJnMJbio1O8dA8LjtKpJXx8KPleTbS28eM3D576XH/Nm/H2QuELgDEOQvEAg8NvGez3+RJ4QtnrATw+4jykDOZkQQ2CeD7ninyCC3ZakHnyR2WB8ANxdfkq7UMUra9pWryd48/m4bxzcjfF3J695r4nOmPkb/Dv/t+UHuAoG7AEH+AoHAnY0/8pUvnJJEJYCceAJMVEFgP4FEMSOJzsamgLYZGRxBhMuz03Y4JoGnVD09lvbvqHvGPTmDVl+DAD/3pZEhGwicEYL8BQKBQCAQCJwRbpn8HR6Jq3gEcMsvLBAIBAKBQCCwRb56SCAQCAQCgUDgbkGQv0AgEAgEAoEzQpC/QCAQCAQCgTNCkL9AIBAIBAKBM0KQv0AgEAgEAoEzQpC/QCAQCAQCgTNCkL9AIBAIBAKBM0KQv0AgEAgEAoEzQpC/QCAQCAQCgTNCkL9AIBAIBAKBM0KQv0AgEAgEAoEzQpC/QCAQCAQCgTNCkL9AIBAIBAKBM0KQv0AgEAgEAoEzQpC/QCAQCAQCgTNCkL9AIBAIBAKBM0KQv0AgEAgEAoEzQpC/QCAQCAQCgTPC4XZfQCDwaOGJ6UlyEw/WjZSQtCPZ/zoSbU/7h7Y0rKRh8LD76WNUyN5+1zi+TI63dx6kVMefHDM5/jXPITvtJ9twi69haL/ynFed+1bPO+2Th3z9GP8is4+C++j48WlyLfwRTUPfuA8fjz+m2s77137f7van13Sq3x97OF7yff78Q9/wOsZz9m7ZPf74Wvo6H5uOkQC6o2zGax+PSAB+4qcefIWI3IdA4FFGkL/A2eAmHsSHHJ5ZN1JGyglIGcipksGc+5NI13NCojGbfv1n/U1M5/HcD0BSqpo79VsbsG3T9f6kgli7jm/HBYAMG6/9dQm7Nt12/Zi0JbRzoV370MdLjG3JbW/7t/u6dmrr56bjXePYm+Njf//eLm7MuI/1b44pNIa2h/40jq0jWp9ftj83kAQpSfto0Bg9FfVnW++kTtsy/Jj6cWh91t/WqV/78qzP2ovbrv0Fi7XV/qWt6/61X/vaUvtR13Mqth/vv9B+Syo2vu5bz13HlDamngsAltam+yyQto8eW/qxbb3+q9fexgBYErAg2Vd4SQkZqbWltp2R2x91SXVredLPPRGBwG1A2L6BQCAQCAQCZ4Qgf4FAIBAIBAJnhCB/gUAgEAgEAmeEIH+BQCAQCAQCZ4Qgf4FAIBAIBAJnhCB/gUAgEAgEAmeEIH+BQCAQCAQCZ4Qgf4FAIBAIBAJnhCB/gUAgEAgEAmeEIH+BQCAQCAQCZ4QkspnVMxC4K5FS+mkAD9zu6wgEAoGGe0XkfW/3RQTODzG3b+Cc8ICIPOV2X0QgEAgAQErpx2/3NQTOE2H7BgKBQCAQCJwRgvwFAoFAIBAInBGC/AXOCS+53RcQCAQChLgnBW4LIuEjEAgEAoFA4IwQyl8gEAgEAoHAGSHIXyAQCAQCgcAZIUq9BO4opJSeCuBxAJ4M4GUi8ovUtwD4WAD/D8AzAXwFgDcB+IsALgG8A4BvAfCX2vI3UH8AvRTAdwO4D8DbA3idiPzrlNIfBfCeAO4F8Dsi8vJH4SUGAoE7DCmlTwbwSwCeIiIvoPYnA/iDAJ4E4Aki8k2z+0pK6XsBvD/q/epeAE8H8H4A3hbABwD4ShH51ZTSRwJ4KwDvDOC7ROQNj9qLDNxVCOUvcMcgpZQBfIqI3A/gnwD40mHI+wL4aBF5FeoN9GkAngXgNSLyvQB+F/WG+iYReaKIvBeALwTwzQA+VkS+GZUwvrARyQ8Rke8TkX+JejMOBAIBh5TSfQAuReQHADyQUvpw6v5UAALguwA8r7XN7isvFpF3AfDeAL4cwOsBPFFEXgrgBwB8SUrpLQE8vt3L/g2A5zzSry1w9yLIX+BOwnvqioi8EfWXMqjtPwP43Lb5TgB+BMBNAC9IKd0A8HYA/juAVwFASunxAH5PRH4bwDNTSu8qIgVVOXwbAE9NKX1MSuleAL/yiL6yQCBwp+Jp6PeHXwTwZ6jvywG8FtV1+NHWNruvvKotnwng+wC8NYCPo2O+R1t/bkrpSaj3Qj1eIHDLCPIXuJPwtgB+j7bvnYxZU0qfDuD7ReQ3UH813wvgpwH8lIg8ICI329hnAnhlW/8EEfnFlNJbAcgi8usAvgrVHn4ZqjoYCAQCI/i+9CbUH44AABH5XQDvDuCL0J2KzX2F7klvLSK/KSK/DODjW9uHAPghEfkdAN8J4HUA3l9EfuwRe0WBux5B/gJ3EgTAQtsXmwEibxKRlwD4EymlDwXwjgBeA+DrAXxbSumdaPi7isja9vvN1va5qFYNAPxxAJ8M4HcAfPvD+DoCgcDdA74vLRieqyLy8wC+AMD3tKbpfSWl9IEAfo32e2NK6R4AH4YeivIEAJ8A4DNSSh/zSLyYwHkgyF/gMY+U0reklL4LwN8E8Puo68Fh3AeklP5s23wdgD+PSuReKiIvBvCZaFZKSundAPyBYf+nAPgZ+kX9FBF5lYj8ldqd3gaBQCDg8Qb0+9JbAnijdqSUPj2l9AQReQBASSm9N/bvK38ONdaP8VkAnisiDwJ4BoAfFpFXohLCj0cg8BAR5C/wmIeI/HUR+XjUm91bAEBK6e0B/Hhbf3xKKaHaI+/YdnsCgF9G/VX+1q3tx1obUGNozEJOKf1+AO8lIt+TUnpK234CXcarAfzfR+DlBQKBOxs/iGrtoi1fk1LSe8ez0e5Zbfnr2L+vjPekD0cNX/m1luV7CeCJACAirwfwww//SwmcC2KGj8AdhXYTfCJqqYNvF5E3pJT+GYCvBvA/AXwSqp3yFNQ4m8ehKob/AzX279tEpKSUPgrAu4nIN7bjfiuAj2inySLy7k1FfD8AvwXgF0TktY/SywwEAncQUkqfjXqPeRfUzN6XicjTUkofjErq3gHAG0TkH+/dV1JK3w7geSLyGy0Z7XUAjgBuoJZ1+aKU0ucD+E3UkJfvFZFffVRfaOCuQZC/QCAQCAQCgTNC2L6BQCAQCAQCZ4Qgf4FAIBAIBAJnhCB/gUAgEAgEAmeEIH+BQCAQCAQCZ4Qgf4FAIBAIBAJnhCB/gUAgEAgEAmeEIH+BQCAQCAQCZ4T/D6A7ZK/GK2OQAAAAAElFTkSuQmCC\n", | |
"text/plain": [ | |
"<Figure size 612x388.8 with 2 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"hp.mollview(np.real(Ylm_map_sh), title=\"$\\ell = {}, m = {}$, real part\".format(ell, m))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 11, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": "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\n", | |
"text/plain": [ | |
"<Figure size 612x388.8 with 2 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"hp.mollview(np.imag(Ylm_map_sh), title=\"$\\ell = {}, m = {}$, imaginary part\".format(ell, m))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## Test speed" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 12, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"113 ms ± 3.34 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n" | |
] | |
} | |
], | |
"source": [ | |
"%%timeit \n", | |
"\n", | |
"# shtools\n", | |
"Y_lm_map_sh(ell, m)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 13, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"1.04 s ± 93.8 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" | |
] | |
} | |
], | |
"source": [ | |
"%%timeit \n", | |
"\n", | |
"# scipy\n", | |
"Y_lm_map_sp(ell, m)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## Test on high multipoles" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 14, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"ell = 200\n", | |
"m = 100" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 15, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": "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\n", | |
"text/plain": [ | |
"<Figure size 612x388.8 with 2 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"# Good!\n", | |
"hp.mollview(np.real(Y_lm_map_sh(ell, m)))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 16, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stderr", | |
"output_type": "stream", | |
"text": [ | |
"/Users/smsharma/anaconda3/lib/python3.7/site-packages/healpy-1.12.9-py3.7-macosx-10.7-x86_64.egg/healpy/pixelfunc.py:345: RuntimeWarning: invalid value encountered in less_equal\n", | |
" return np.absolute(m - badval) <= atol + rtol * np.absolute(badval)\n", | |
"/Users/smsharma/anaconda3/lib/python3.7/site-packages/healpy-1.12.9-py3.7-macosx-10.7-x86_64.egg/healpy/projaxes.py:1176: RuntimeWarning: invalid value encountered in less\n", | |
" result.data[result.data < 0] = 0.0\n", | |
"/Users/smsharma/anaconda3/lib/python3.7/site-packages/healpy-1.12.9-py3.7-macosx-10.7-x86_64.egg/healpy/projaxes.py:1177: RuntimeWarning: invalid value encountered in greater\n", | |
" result.data[result.data > 1] = 1.0\n" | |
] | |
}, | |
{ | |
"data": { | |
"image/png": "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\n", | |
"text/plain": [ | |
"<Figure size 612x388.8 with 2 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"# Craps out\n", | |
"hp.mollview(np.real(Y_lm_map_sp(ell, m)))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": {}, | |
"outputs": [], | |
"source": [] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.7.3" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 2 | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment