MPT/AnalyserTicker.ipynb

161 lines
330 KiB
Plaintext

{
"cells": [
{
"cell_type": "code",
"execution_count": 97,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[*********************100%***********************] 1 of 1 completed\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1512x1008 with 6 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"import yfinance as yf\n",
"from tqdm import tqdm\n",
"import seaborn as sns\n",
"import matplotlib.pyplot as plt\n",
"\n",
"def stockreturn(prices,shift=1):\n",
" stock_returns = (prices / prices.shift(shift)) - 1\n",
" stock_returns = stock_returns\n",
" stock_returns.columns = [f'{shift} days Return']\n",
" return stock_returns*100\n",
"\n",
"\n",
"ticker = \"SAF.PA\"\n",
"period = \"5y\"\n",
"\n",
"ohlc = yf.download(ticker, period=period)\n",
"prices = ohlc[\"Adj Close\"].to_frame()\n",
"\n",
"fig, axs = plt.subplots(2, 3, figsize=(3*7, 2*7))\n",
"for ax, shift in zip(axs.flat, [1, 5, 20, 50, 100, 250]):\n",
" try:\n",
" x = stockreturn(prices, shift=shift)\n",
" sns.histplot(x, kde=True, ax = ax, bins=30) #binwidth=10)\n",
" ax.axvline(np.nanmean(x.values), color=\"red\")\n",
" ax.set_xlabel(\"% return\")\n",
" ax.axvline(np.nanmean(x.values) - np.nanstd(x.values), color=\"green\")\n",
" ax.axvline(np.nanmean(x.values) + np.nanstd(x.values), color=\"green\")\n",
" except ValueError:\n",
" pass\n",
"plt.show()\n",
"prices[\"SMA_10\"] = prices[\"Adj Close\"].rolling(window=10).mean()\n",
"prices[\"SMA_20\"] = prices[\"Adj Close\"].rolling(window=20).mean()\n",
"prices[\"SMA_50\"] = prices[\"Adj Close\"].rolling(window=50).mean()\n",
"prices[\"SMA_100\"] = prices[\"Adj Close\"].rolling(window=100).mean()\n",
"prices[\"SMA_250\"] = prices[\"Adj Close\"].rolling(window=250).mean()\n",
"prices['EMA_50'] = prices[\"Adj Close\"].ewm(span=50,adjust=False).mean()\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 99,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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pU5kxYwabN29OquYyDIPbbrstaZg9WO2MixYtSjq2aNEili5dmvI5y5YtY8aMGRx33HFceeWVPPTQQ+Tl5QHw+9//nhtvvJEJEyYwfvz4PhlYD2ppFBERERERkQ6stj97j9fleJ1UVFbCxqehagu/9/2OLEcLjaYX739ugiHDYOTcflgxRKJW0BXoEGi5Hdb7iL8fnwIvkYTZs2ezfPnyTsfffvvtlNc3NzcD1gD6jh544IEun3PFFVdwxRVXpDw3Z84cNm7cuA+r7R0FXiIiIiIiIpIQikQJR81ERVR3Plf9ILN8/4Z/WtVV6dh55JiHeWyDn+c9d+N+7ma4ZSXYD/5Hz3groz8UTdqpMRT73quWRpGjiloaRUREREREJCEeCHl6CrwaSphT/S9ejswlct3zcPNyFoYepC5nOs3uIfxn2K1QUwRFr/bDqttaGv2hCM2BcOJ4fKdGjyq8RA66V155hZkzZyb9r2PrY39RhZeIiIiIiIgkxGdc9biT4ScvAPDz8DXMG3oSmR4HxZFivE476W4Hqz3zuNabB+ufgGMuONjLTgytbwlGaPS1BV5nHjMYaGtp9KvCS+SgOffcczn33HMP9TIAVXiJiIiIiIhIO/EKL6+rh4+L216nKX0MO81h1LUGE0GZ12Unw+2gMQgcfx1sfg62vX5wFw2EYzO8WgJhGv3WIP3PzxvNH66bba1LLY0iRxUFXiIiIiIiIpLgiwdezm4qvEJ+KH6PhuHzAahvDSVaBT1OO5keB83+MCy4EwZNgedugZaag7rueIVXcyBMY2znyPOnD8Nptz72xgMvtTSKHB0UeImIiIiIiEiCL2S1A3q726Vxz0oI+wiOOQOABl8Qf7BtOHy622HN0XJ64Yo/QWsNLP9Vn6+10R/ixkdXU9noTwytb/a3VXhleZyJa+Pvx6/AS+SooMBLREREREREEnyx4Cqtu8Br2xtgc2Ifa1V41bW0VXjFWxo3lDawo6oZhh4LQ2dA2do+X2tRRROvf1LB6l11iQqvYCRKab0fgOy0tsDLo5ZGkaOKAi8RERERERFJaA3GKry626Vx+1sw6iRycnIBqPe1C7ycVuAFsPDBZdb1Q6fD3g1gmn261lCsqquuNZjYpRHgtc17GZrlYXi2J3HMabfhtBvJLY0fPgIPTIPW2j5dl8hAYrfbk3ZVvPfeewFYsGABo0aNwmz37+1ll11GRkZG0usffPBBPB4PDQ0N3T6nuLgYr9ebeM5NN92UOLdmzRqmT5/OhAkT+PrXv570zP2lwEtEREREREQS2s/iSqmxHCo2wPgzyfQ4MAxoaA0mZn95nHbqW62WwnjVFUOng68OGkv7dK3xNsa6lmDbs4BVO2uZP7EAwzCSrvc67Yl1EvLDi9+ExhJ47ft9ui6RgcTr9bJu3brE/+64447EuZycHN5//30A6uvrKS8v7/T6JUuWMHfuXJ599tkenzV+/PjEcx566KHE8ZtvvpmHH36YoqIiioqKePnllw/4ffWwz6yIiIiIiIgc6UKRKM99VMoVxxeyubwRp91geI4n9cXv/xIMG0y9FJvNINvrpK41lLRLY3FNS/Jrhh1nfd27AbIL+2zd8Z0Za1tCie8BoiacNmlQp+u9rnaBV/G71tchx8JHf4PCOTD7C322NpHe2nvPPQQ++bRP7+mecgxDv/Od/X794sWLWbp0KaeeeirPPPMMl19+OZs2bUqc3759O83Nzdx///3cc889fOELX+j1M8rLy2lsbGTevHkAXH/99Tz33HOcf/75+71uUIWXiIiIiIjIUe/xlbv41j/X8/iq3azcUctxhTmkuVLUR9TtgtWPwKzPQf54AHLTXJ1aGm863TqXl+6yXjd4KmBYgVcfild41bcmV3gZBpw6oaDT9Wkuh7XOumJ452fgTIcvvQbjz4IXb4OKTZ1eI3Kk8/l8SS2NTzzxROLcWWedxbJly4hEIixdupRrrrkm6bVLlizh2muvZf78+WzZsoXKyspun7Vz505mzZrF6aefzrvvWqFzaWkphYVtQXhhYSGlpQdeDaoKLxERERERkaNcLDfio911bCxt4OZYYNXJ2/cCBpze1vKU7XVS3xqkJdA2++uyWSPYWNrA4x/sti5yZ1gB2d71fbru+Nyu2tZg0vEZhTnkxsO2djwOGxfu/S38+lkw7HDRg+BKg8t+B7+YbM0mGzKtT9cosq8OpBLrQMRbGlOx2+2ceuqpPPHEE/h8PsaMGZN0funSpTz77LPYbDYuv/xynnrqKW699daU9xo2bBi7d+8mPz+fNWvWcNlll7Fp06aU87o6tiPvD1V4iYiIiIiIHOUKMqxw6KUN5USiJieNy+98UTgIG56C46+D7BGJwzlpTupbQ9TFQqe82L1y0134QpFEq2NicH0fircx1rWGiERNsr3WroynT+xc3QVwceQ1zm14CmYsJvK1j7hp4zGs3FEDmUPBmwc1RX26PpEjweLFi/na177G1VdfnXR8/fr1FBUVsXDhQsaMGcPSpUtZsmRJl/dxu93k51u/W2bPns348ePZunUrhYWFlJSUJK4rKSlh+PDhB7xuBV4iIiIiIiJHuWiswsIfiuK0G8wendv5opptEA3ByJOSDlstjUGqm4O4HTbSXfbEcSARhDF0utVK6O9+J7feiLcx1rUECUdMJgzO4OYF4/nMiaM7XxyNcrnvn2x1ToZLf0O9o4CXN+1l8cMrrfMFE6Fme5+tTeRIMX/+fO68806uvfbapONLlizhrrvuori4mOLiYsrKyigtLWXXrl0p71NVVUUkYgXgO3bsoKioiHHjxjFs2DAyMzNZuXIlpmny2GOPcemllx7wuhV4iYiIiIiIHOVC4baWopkjc/C6UuzQWLnZ+jpkatJhq6UxRHVzgIIMd6IVKTfNqraqbYkHXjOsr304JysU36UxNsPLZbdx+3nHMDQ7xcD9vesZGi7jeecFYBgEwtHk8/kToFoVXnL06TjDq/0ujWC1F952220UFCRXTi5dupRFixYlHVu0aBFLly5N+Zxly5YxY8YMjjvuOK688koeeugh8vLyAPj973/PjTfeyIQJExg/fvwBD6wHzfASERERERE56gUjbeHPpCGZqS+q2AQ2B+RPTDqck+akyR+motGfaI0EyM9wA1Dd3K7CC6B8PYw+uU/WHY6tu8kfxh+OJFoaUyr5EIAPmQKQFHgFw1Fc2SOheS9EQmDv5j4iR5h41VVHb7/9dsrjzc3NgDWAvqMHHnigy+dcccUVXHHFFSnPzZkzh40bN/aw0t5RhZeIiIiIiMhRLhQLjq49YRQ3L+hiYH3lJ1bY5UgeBh9vXdxR1ZIIuQCGZFnfVzUFrAMZQyB9UJ/O8Qq325mxpjmI3dbNoOvSNTTZcykOWTOEErPFwBq4nznE+kNz97vMicjAoMBLRERERETkKBcPvP73wikU5qalvqhyU6d2RrAqvADKG5IrvAZnWm2FlU1+64BhWFVepWsgxa5s+yPcrjKtqimAo7vAq3IzFemTaA5GiEbNpMCrORCGjKGxP+ztk7WJHK1eeeWVpBbJmTNndmp97A9qaRQRERERERkAiiqa2F7VwnnHDu3ze8dnYTntXdREBJqgfjccf32nU+3bCHPT2wIvr8tOpttBZWOg7eJjLoIXvwmbnoVjLz/gdbev8ApGol1XeJkm1GzHVngpzZVhnl9fxpCstjlfLcGwtVMjQFPFAa9LpDdM00zMvjsSnHvuuZx77rl9ek9zP0JyVXiJiIiIiIgMAH98dwe3/mMtu2ta+/ze8XlWTnsXH7orP7W+Dp7W6VS8pREgy5M8+2pQlrutpRFg9hes4fUv3wn+xgNaMyQHXgAOWxcfcZsrIdjMqIkzmDA4g28sXceXH12dOG21NKrCS/qfx+OhpqZmvwKdo4VpmtTU1ODxpNiMohuq8BIRERERERkA6lpDRKImDy3bzj2LpvfpvUORKE670XWVSWVsZ8VuWhoBMtzJHzEHZ7rbWhoBbHa46EH409nw/i/hrO8d0LrbtzQCXVd4VW8BwDFoAs//16k8+PpWHl62I3G6ORCB9MGAoQov6VeFhYWUlJRQVVV1qJdyWPN4PBQWFvbqNQq8REREREREBoAGXwiAf64u4etnTmRodu+qHboTCke7bmcEa2C9Mx2yR3U6ldOuwqt94BVpbuaUDU+yg738dtWHuDxpnDz8ZKaOmI0x+hTY/uaBB16dKry6CLw+etxa//Dj8brsLJ47Minwag2Ewe6A9AJoKj+gNYn0htPpZOzYsYd6GUckBV4iIiIiIiIDQKMvxJRhWWytaOLRFcXcft4xfXbvUCSKy9FN4FWxCQZPgRQtg5ntQq4Mj/V9cM8etn3lS5y9cw8A9cvX8ZuLbPxq3K/wOrxkOEzSI02kP381g9OHMm/4PGYUzGBI+hDyPHnYjH2bvhOOmNgMcDvs+EIRHKlaMut2wYan4MSbIC0vaZ1xzYFw7A0MhWZVeIkcCRR4iYiIiIiIDACNvhAnTyjANE22Vzb36b2DEbPrCi/ThMrNcMyFKU/b2lVVZTqg9vHHqfrlr/CHWvj1Z3Ko230pP9/9Fj/4ADZ/9qtsqS+itXoLLTvfpgU7RXVFvLXnrcQ9vA4vxw06jhOGnsCiiYso8BZ0ue5w1MRht5Gb5sTXECEv3d35ouW/BsMG825NHIrPGitorWdW1VYCVcOBkdYcrybN8BI5EijwEhERERERGQAafCGyvU4yPY62iqQ+EopEcXUVeLVUQWtNyoH1SUyT7Lu/Q8WqFVQeM4SfnN7CnGk381ZrPu5zJ9P8ve9w1u4sLjv7dmuI/KqJMOtkOPlr7G7czbb6bVS2VrKjYQerK1bzq49+xSMbH+G7J36Xi8ZdlHK+WDgSxWEzEqHboMwOgVewFT76Gxx3DWSPIFRWRt2SpfiLivjVR0WMbqrAFQ3j27OM0OwncGYOgYqN+/MjFJHDjAIvERERERGRw1w4EqUlGCHL4yTD7aCmJdin948PrU9pzwfW1xQD6xNMk9Or3sK2agVLTrPx7MnVXDX5amann80SPqJ53uk4Cwup+eOfyDjrLIyMwZAzGvasAmBU1ihGZSXPBytuKOauFXfxnfe+w8PrH2bxMYv57JTPJl0Tjpo4bAaR2CyvggxX0nlqt0PYDxPOxv/ppxQvvhYzHMY9cSJhm4N1gybw3vAZfH3Tv9lz45cZ/ZUZ2JsrIRqxBuyLyIClwEtEREREROQwsGJ7DQ67wdwxeZ3ONfqtiq5sr4MMj5NdNa19+uxgV0PrTdNqCcweCaPmdTq999e/pOq5Z3ihrBK7CTtHODnu63dyy9gzGJo+lJU7agCo9UeZcsMXqPjxT2hZvpyMU06BsafBpmch0ATuzE73HpM9hj8s/AP/3v5vnt/+PPeuuhdf2McN027AHgujwtEoDruNUMQKvDpVeNVss77mT6Dizvuwpacz5omluAoLOfOOFwFrl8n3Zk1kwZ/vpmF9IXlmxKpoyxi8vz9OETkM7NskQBERERERETmorv3jSq56aEXKc42xHRqz06wKr6aD0NKYMvDa9b5V4XXKN8DuTDpVt+lj6n77EEVGJS/MdfKXk8Zw/JL/cMWx1zI0fSgA+elWxVVNS5CcK67AOWoUZd/8Hyp/+UvCE66AYDOsf7LLdbntbq6adBV/OfcvLBy9kF+u/SVffOWLvLbrNRqDjYQj8QqvKACDuwi8/FURWlesJO9zn8VVWJh0SbrLwbbRx2LPzcVf0mAdbKna55+diByeFHiJiIiIiIgc5hpigVeWJzbDy993gdee2lZe/6QSZ6pdGpf9HNIHw6zPdTq14oE78Dsh4xc/4c8j7+HJof/FkEHDk67JiwVetc0BbB4Phb/5Nd7jj6fmoT+w+/YHiOQeCx8+YlWSdcNus/Oz037G9076HlvrtvLNt7/Jef88j8rQZhw2I1HZld9xaH3VVhqrR7Dr81/CnpdH9uVXdLq3x2nDH4niOfZY/DtjOzS21nS7HhE5/CnwEhEREREROczFA69sr1Xh5QtFCEeiB3zfcCTKrf9YC7RVkSU0V8GOt2DujeD0Jp1asfFlRq4oZu+CqZxz3BW89I0F3H/ljE6D5XPSXBgG1MZmjnkmTWLk73/HyD/9kcDOnZQsyyRSstl6Tg8cNgdXT76aZYuX8Zdz/0K+N5+PA7/F5vDxyOfn8uNLp5GbnjzDK7RlNaVvmLgnTWLsM0/jHNK5TdHrsuMPRvBMm0pgdxnRMNBS3eN6ROTwpsBLRERERETkMGKmqHZq9McqvGKBF0BLIHLAz/rjuztZH2vjq24OJJ8sX2d9HX1y8uHmct7+0104onDq134CwITBGVw1Z2Sn+9ttBrlprk5D9jNOOYVhd/+E1i2l7Hx9KMHnf7bPa3banMwZOof7TruPEE005z/A8srnuXzOoOQLW2tp2rgXTBh2z904hw5NOv31Mydw+qRBeJ12fKEInmnTIBIlUO9UhZfIEUCBl4iIiIiIyGGkOcV8rqQKL48VeDUFQp2u643KJj8Pvr6ViYMzrPt1bJMsW2d9HTYjceiV4le44l+Xc+KHTZjTJ5M5aUqPz8lLdyUqvNrLuewyRj/2GNGIh+K/7sD/7r96tf6p+VOZZHwVw3Tzkw9+wtlPnc3v1/2enQ07ATBLP6J+Rzru0cNxjxvX6fXfPGcyj37xBDyxwMs7bRoAvjoFXiJHAgVeIiIiIiIih8Cdz2zgV28UARAIt1Vr1bd2DrLaB16ZsQqvVMFYb+ysaiEYjvJfZ05IfUH5OsgbD55sAJaXLedb73yLz3yUxrCaKMOv/fw+PScvvXOFV1za8bMY/dhfMQyDsu//OGV1W3dyzDkMbb6Tv53/Nxw2B7/7+Hdc9q/LuOaFa3j46fsJ1DtpvmohK8pW8ErxK3z1ta9ywuMncPZTZ/OFl79AUV2RVeEVjOAYNgx7djaBpgy1NIocARyHegEiIiIiIiJHo+Xbqymr97Fo1ohEmyJYgdfIvORrG31hXHYbboeN9HjgdQCD61cX13LNwysBGFeQkfqisnUw6kQAomaU+z+8n8+uz+asF8vIuuACsi+5eJ+elZ/uoqiyucvz7mkzKThnEnv/tY3mN94g8+yz9/l9hKMmTruNmYNn8u/L/k1doI4Xtr/A+ur15C3bSG0G3Gr7O5HXHrfW4snnkvGX4A/7ebf0XT730ufIMGYQip6PYRi4Jk4gUNIErQq8RAY6BV4iIiIiIiKHQDhiEoqYPPj6Vv777EmJ43WtnauhGnwhsrxOK5SJ7aYYPICh9d95dkPi+9x0J2DN4UporoLGEhj2VQBeLX6V8vIiLn7ZJOOssxj+s/swHPv2cbKrlsb2si+7hLpl91L6rW8xZukTeCZPSnmdaZrsrG5h3CBrreGIicNmDcrP9eSS68nl68d/Hd+GjRTveB/f/EzuWXAXQ9KH4LF7mJQ7Cafder+7GnfxyIZH+Pe2l4jkfsSTW8LMHz+Bxo0fYVZsxki5AhEZKNTSKCIiIiIicgiEo1FsBjz7USkfl9Qnjte1BmkJhPnl60U0xYbVN/pCZHutgMlptz7GhSO9a/9rb0+tL/F9TpqLtd9byL9uPaXtgtLV1tcRxxOJRvj9x7/ngtJBGJEoBTd9dZ/DLrAqvOpag0SiXa/XNuU8Rp7eiM2IUPnzn3fZ2rhiRw1n/uId/rWuFLB+hg5b28da0zSp+fNf2PXZz2L3RJlx9klcMO4CZg+ZzbSCaYmwC2B01mh+dMqPWJj1cwiM4scrf8zWHB9Rf5TwniLw1e/zexSRw48CLxERERERkUMgEjU5fdIgTBPe/KQycbzBF+L1Typ48PWtfOup9YC1S2OW1wprnHar9ih0ABVevlDbzLB0l528dFeiVRKA3SvA5mQZPq554Rp2NOzgwt35OIYPw3Pssb16Vn6GG9OE+hSVawk5I3Ge+VXyJ9bQ8u67VPzkbsxI510oKxutnSR/9Pxm6lqCVoWXva0Wq/Gll6j82c9IP2k2486txDF+Zs/r8wwlUHIjY7LG8E70UwBCLXYoWd2r9ykihxcFXiIiIiIiIodAKGKSm+4CoLZdGFTZGGD5NmuXwHe2VmGaJtXNQfJj18YrvDoGXsFwlOLqll6vwzBSNO/tXslHI6Zx6zvfxB/x89Pjv0/6R0VkLVyY+vpu5MXfYw9tjZx+O3nTo+QtGE/d449T/oMfdLqkKTaov6YlyE9e/IRw1MQR+3mYpkn1b36Le8oUCv/7KhzeKAzqeRdJr9NOMGxy6fjLWGFuByDU6oSSVb15myJymFHgJSIiIiIicgiEI1HSXVZVVV27MOg3b23jidV7AKsSa0+tj7J6H8NzvEBb4BXs0NL4zzUlnPXAOz2GXt21FgIQ8kHpWn6bZmNw2mCevOhJTtuTjhkMkrlwYa/eI5AI6rraqTHBnYkxci5Djqsj74YbaPjn0/i3bEm6pCUWeH3xlLE8vbaEdXvqccZmePnWrCG4cyd511+PsWEJuDJhaM/VaF6X9fO8cOwiWvLTAAgZw2CPAi+RgUyBl4iIiIiIyCEQjpqkuewA1PtCXV737rYqGnyhRODlstsYa5Qzdd1PoHpb4rq9DT4iUZMlH+7u9rnBcA+tkLtXUGKL8kGwmmsmX0OaM43GV1/DXlCAd9asfXx3bfIyYoFXcw+BF8DY06BiIwVXnY0tI4Pq3/wm6XSzP4zNgG+fNxmP0/o4mxbftXLZu+BwkDljOGz+F5x0E7gze3yk12n9M3Aa6Vx87FU0eaEpkgulayC6/22jInJoKfASERERERE5BMJRE6fdhtNu0BgLvAZluhPnv3/RVNJcdl7aUA7QVuHlMLjb8QgTdj4Of7sM/nMH/PtrnL/pNvJo5PV332Xxjx7mw501KZ8bCLfNxvramROST1Zsgqe/zMrswQAsHL2QqN9P87JlZJ59Fobd3uv32dbSGOj54tlfAFcm9lW/IO+LN9D02uvU/u3vidPNgTDpbgcep51MjzXTLN1lx4xEaH7rLbzHHYd99a/AnQXzbt2n9XligZcvGOGS8ZdQngt1e30QaISqT3v3ZkXksKHAS0REREREpJ+ZpkkkamK3GbjsNpr8Vqve0CwPADlpTr546lhmFGbzfmye14gc65zDjDDLto2arGMgazisfRTWPsaUhmWsct/CG65vsTT6LYynvwSRcKdnB2IVXvcsms7/nDO57URzJfz1IrA7WX3MWeR78hmTNYbqP/wBs7WVrHPP3a/3mpu2jy2NAOkFcMo34NMXKLhgJhkLFlD5s59R/YeHMYNBmgNhMmMVXRluB85ImBNfX8L2884nUFRE7kVnwSfPw4k3gTd3n9bnjVXZ+UMRJuVO4pNpWXiL62hpskPJh/v1nkXk0FPgJSIiIiIi0s/CsTlaTruB22lP/HlILPCKz/aaNaottBmVlw6At2YTXiPIx6O/CF96lVcvXc27V2/knmG/4kX3BXw79GV+Hb6MOc1vwTNfBl9d0rMDISvwcjs6fBx8/5fgb8D83DOsrt/C7CGzaXjmGWp+/xDZl19O2kkn7dd7ddptZLgdNHTTtplk3i2QMRTj3Z8z/N6fkrFgAVUPPsiuL9xAS2uQDI/1s8mP+jl7z2qOees5XKNHM/xn95E9zfoZMfWSfV5fvKXRF4pgGAazrvsGUeDVijxoLOvNWxWRw4ij50tERERERESkL8UHx9ttNlz2tuBpaLbV0hivOpo1MidxLt7u6KwvAqAybSKmafK///qEcYPSiZqTWF8wiW99djJX/H4Fx4waxsLNf4Cd78B598GMq4C2lka3s13gFY3A+ifhmAspTcuiorWCEzOOZe/Xfkj6yScz7Id39Xp3xva8Ljv+UKTnCwFc6TD5PNj0HPbsbAp//SvqnniSvT/4AWf5fsd5LU1sffp/+XF1NQAtw0ZxzB8fttb30rfAmb5PuzMm1taupRHg3BM+w7KpfyJnWzlv1W7mjN69VRE5TKjCS0REREREpJ+FIlaVldNu4IpVWjlsBvnpVqiVHg+8RnVuy3M07CZqGtS5hrK9qpnKpgC+YIRGf4gsj5PZo/MYmeflpezF8JW3IW88PPuVxK6D8ZZGt6PdPK49H0BLJebUS/nrpr8CMLPEgRkKUXDLzRhO5wG93zSXPREo7ZNBU8Bfb7VZAjlXX0X2FZcz7ZOVDKkrJ+O003jtxEv599iTKb75jrYwruwjGD4T7Pte2+FxtVV4xR372VsYWg/Ltxbt+5pF5LCiwEtERERERKSftVV4tQVeboeNnDQrWEqLtTQOynRz+awR/Pratt0RbfU7KSMff9TBe0VWlVNrMEKjL0SW13p9lsdptRAOOw6uewbSCmDZz4F2FV7tWxo3/xvsbh4JV/DElie4fur1ZK0vxvB68c6YccDv1+u0JwVKPRoUmy0WGxpvGAbD776b737uPv72Xw8w/J67efOEi/n9cZdjjJ9oXRuNQuUnMGRar9bmccRneLXtyJh97nmYgLm9iZZQS6/uJyKHBwVeIiIiIiIi/SwUsQIvh92WCJ7cTntiwHu6u6366oFrZnLxccMTfzZqi9ljDiYUifL+dmugfWswQqM/TFZs58Jsr5M3P61k6vdfpj7ihtmfh6JXoW5X5xlewVbY+DS7xp/KL9c/xPljzud/5vwPLStXkjZ3DobLdcDv1+O00xqr8DJNk2sfXsmk7/6Hbz65LvULBsdaEjvsklhuTyctzZpzFi/qSvysGnZDsBkGT+3V2toPrY+zZ2Rg5jgYWmPybsm7vbqfiBweFHiJiIiIiIj0s3iFl7OHCq9Omiuh7CO2GGPxh6Ks3GEFXvWt1g6GWV7rddmxSq/WYIRP9zbB7C9YCdHaR9u1NBqw6o/wxzOgpZI3Rk4H4JtzvkmkopLgjh2kzzu5T95vWrsZXsu317BiRw1ZXgdvfFKJaZqdX5AxBDzZnQKvZn84MbQ+PlEs8bOqjF3b28DL2bmlESBzaDajq03eLnm7V/cTkcODAi8REREREZF+Fp/hZbcZiaH1HqednFiFV5rLnvqFax+FaIhnjIV8tKeOJn+Y4dkeWmLVU8fHZn7FK70AmvxhyC6EcQtg03MEQmEAhn76KLx0GzjT4IpHeKNpG1PzpzI0fSgtK1YCkD5v/3Zm7MjbrsLrz+/tpCDDxU2nj6fBF6KiMdD5BYZhzfGqbAu8TNOkORgmw50cBsYrtKjdbn0tmNjrtQGdZox5RuQzrNbk47K1vbqfiBweegy8DMP4s2EYlYZhbExx7jbDMEzDMAraHbvTMIxthmFsMQzj3L5esIiIiIiIyECXqPCy25IqvHK7q/CKhGH1X2DcGZQ5Cvlodz0AZ04ZDECmx8HJ4/MByElvC7yqmmKB0uQLoHY7OaVvk0krg9Y8COPPgi+/SdX401lftZ4zR54JQOvKFdjz8nBPmtQn79frsmZ47ahq5o1PK/nsiaOZPiIbgE/3NqZ+0aDJULkZYhVgrcEIpkmnwCuxd2TNdvDkQFper9bmcVk//44VXq5Rw7FHDMJlZVS0VPTqniJy6O1LhddfgfM6HjQMYySwENjd7thUYDEwLfaa3xmG0cV/mhARERERETk6haNtFV7x3RKtlsbOM7wStrwEjaVwwpdxxqrCMtwOCnPTAMhLd+GIHf/sCaO5ZcF4AKqbY4HX9KtgyLHM/eBr/Nv1XeyBBjjr+2AYrCy3KrpOKzwN0zRpWb6C9JNOxLD1TVOQ12nt0vj4B7tx2W187qTRTB6aab2tvU2pX1Q419qpMdbW2BywKtPSY4FX/H17nPEKrx2QN67Xa3PZbdiM5BleAO6xY6znVJtsqdvS6/uKyKHV428v0zSXAbUpTj0IfBto33B9KbDUNM2AaZo7gW3ACX2xUBERERERkSNFOFHhZbQNrXfYyfI4uGzmcE6ZUND5RVtegvRBMOm8ROCV7rYn2h/jrXkAo/LT+PZ5x5CT5myr8PLmwBdepDp7OmNtFQTGnwvDZwKwrnIdGc4MJuVOIrhjB+GqKtLmzeuz95sWq/BauaOGE8bmMSjTTU6aiyFZ7q4Dr7Hzra87raHx8cArMzbD6+5Fx/LA1cdxbKxSjJpt+xV4GYaRCOTac020WiMLq6GorqjX9xWRQ2u/4nrDMC4BSk3T/LjDqRHAnnZ/LokdS3WPrxiGsdowjNVVVVX7swwREREREZEBKRzbpdFua9fS6LRhGAb/t3gWJ43L7/yiumIomAw2O0671ciX7nYkgi63s3NV2KAMd1vgBeDN4cVZf+CzwTsJXvTrxOG1lWuZXjAdw+en/Ac/AIeDjFNO6aN3Cx6XnfrWEJ/ubWLWqJzE8clDs6yh+qnkjoGsEbDnA8AaWA9tLY2ZHieXH19oXdtYDg17YMTx+7W+eMtle/b8ETi8EcbXO9lWv22/7isih06vAy/DMNKA7wLfT3U6xbEUW26AaZoPm6Y5xzTNOYMGDertMkRERERERAaseIWXw942tD5e6dWlul2QOxqgrcLL5UjM+/KkeP2gTHdbS2OML2rn/eh03JnW57Dy5nK21W9j3pAT2XPzLfjWfsSI+3+Gc/jw/X+DHaQ5rTVGomZidhfApMEZbK9qTr1TI1gBVukaAFo6tDQm2fqy9XXU/g3Z9zg7B16k5eNMD1PYaOfDvR8SiUZSv1hEDkv7U+E1HhgLfGwYRjFQCKw1DGMoVkXXyHbXFgJlB7pIERERERGRI0k4tkujw2bgdsYrvLoZfxzyQ1MZ5HQIvNz2RIWYN8XOjgUZbqo6BF7NgTCGQaJKbOmWpQCcWpJO66pVDP3BD8g6//wDeHedeV1tHz3js7cAhmZ7CISjNPrCqV84YjbU7YS6XTQFkiu8AIhG4fW74IX/hsFTYeiM/Vuf095phhfp+TjTIwxpMKloreC90vf2694icmj0OvAyTXODaZqDTdMcY5rmGKyQ63jTNPcC/wYWG4bhNgxjLDARWNWnKxYRERERERngQrGWRofNtm8VXg2xyTGJCi8rrMpwOwiEraDG40jR0piZ3NK4sbSBR5cXM2tkDoZh8MKOF/jzxj9z2YTL8L66EnteHjmXLzrg99dR+/liQ7LcSesDqGr2p3zd0ta5RB1eeOk2mn0hoG2GFwDb34T3HoSZn4UvvQZ2Z8r79MSTYoYX7mycGVEc9X4Gu/J5cuuT+3VvETk0egy8DMNYAqwAJhuGUWIYxpe6utY0zU3Ak8Bm4GXgVtM0VfcpIiIiIiLSTqRdS2O8MquuJdj1C+p2WV9zxwDtK7zaZniNLkjr9LJBmW5agxFaAmH21LZyw18/JDfNxUOfm01JUwnff//7zBkyh/+dcRvNy5aRdd65GM79C426k+Vtu2deuitpfQCVjYFOrzFNkzvebOAnviuh6FUG7X4BaNfSGGiCT/4NDi9c+AtwZ+z3+rypWhptNpy5HoiaLM4/h3dL3qWsWQ1MIgPFvuzSeK1pmsNM03SapllomuYjHc6PMU2zut2f7zZNc7xpmpNN0/zPwVi0iIiIiIjIQBaKtrU0Lppl7fM1ozCn6xfU7bS+dmppdHDmMYN54Orj+ObCSZ1eVpBhBUrVzQH+56mPCYQi/PWGuQzO8vBy8cuEoiHuOfUeAss/wPT5yDznnD56h8mObTe3yzDaRj8PzvQAdGq7BAiErZ/RXyPnwvBZzNzyS8Akw2nApufggamw9lGYuBCcngNan8dlxxeKdjruzMsC4Ly0OQC8sOOFA3qOiPSfFNP+RERERERE5GCKtGtpHDcog40/PJe07mZ41e8CuxsyhgDJLY2GYbTtVthBvILq9PvfBuBzJ41i4pBMAF4tfpUZg2YwLGMYpa/+AntODmlz5vTF2+tkbH56t+tLVeEVbzGMYoOZnyXrpds43b4R90P/awWAGUPhpFvgpJsPeH1ep43Kxs7NSY78HKCV7BYYnjGcHQ07DvhZItI/FHiJiIiIiIj0s3C8wqtdcNWtul2QMwpsVmVXfGfGtBSD6tsblOFO+nNeuvXnPY17+KT2E26bcxuBnTtpevVVsq+8AsNxcD4i2mwG3z5vMlme5HbJLI8Dt8OWssKrJdhukP3oUwB41PlTaE6Hqx6FYy4Ce9+sN2VLI+AoKADKCFdXUVhQSElTSZ88T0QOvv3ZpVFEREREREQOQDg2wyteqdWjuuLE/C6AGYVWi2B5feph73HxCqq4vDQrcHpt92sAnL7dTfHiazG8XgpuOvBKqe7csmACnztpdNIxwzAYlOmmsrHz+0gaIj94Crs9x1jfz/9vmHZZn4VdYO1w2WloPWAvGAKGSaSmhsJMBV4iA4kCLxERERERkX4WjrU02m37+JGsfldih0aA848dBsDsMbndvqz9gHiAvFjF12vFr3FB3Wh83/4hrlGjGPvPp3AOGbyvy+9TgzPdVDalqvBqC6BaQxEeHHIP30//Hsy/rc/X4OmiwsvIKMDujhKuqmZExghq/DW0hlr7/Pki0vfU0igiIiIiItLP4hVeDts+VHj56sHfkBhYDzAqP41PfnQeHmf3gZm9w/3z0lxU+6rZWL2B//fmYBxDhjD6b49h8xzY0PcDMSjTzY6qlk7HW9u1NO6qaaUinM6ejJPB2MequF7wOu34UwRepOXj8EQJV5RTmDkPgNLmUibmTuzzNYhI31KFl4iIiIiISD8LR5JneHWrfpf1NTe5HdDrsifteLgv8tJdvFf6HrO2m2RtLafg5psPadgF1k6NqSq8WgNtAdSqnbU0B8JkeA5OzYbXaScUMQlFOuzUmJaPMy1CqGQPhRnWxgBqaxQZGBR4iYiIiIiI9LO2Cq99+EhWV2x9bTfDa3/tbt3EfR/cy/XvO3EWFpJz+aIDvueBGpTppsEXIhBOrrBqbVdxtXJHDc2BMOk9DfffT97Y8P9OVV6eHDy5IQLFuxlus9pHS5oVeIkMBAq8RERERERE+lmiwmtfWhrrYhVeOaO7v64L8UdcMNPG35+6lS++bjKiLEDBf92K4XJ1/+J+MDg2WL+qKcBjK4oZc8eL+EMRWgNWS+PJ4/NZuaOGJn+YzIMUeLmdVuDVaY6XOwNvQRCiJu6iEtKd6arwEhkgNMNLRERERESkn8UrvOz72tLoyQZvzn496+3bFlDz5lu0PPEA+Rt9YAuQceaZZF900X7dr68Nahd4/eDfmwDYXtWcGFp/5jGDWb69BuDgVXjFAi9/sENLoysDb17QOrd+AyOGjqCsueygrEFE+pYCLxERERERkX4WNWOB177M4Kor3q/qruZ336XsO98hUlOLJxoFt43XrxjDLXc8iT0zs9f3O1gGZ1ozxK5/ZBWxHwuri+v48QubASvw+smLnwCQcZADr84VXpnY3SauYfn4Pv6Y/DH51PprD8oaRKRvqaVRRERERESkn8Vno3fcRTGlul29nt8Vqqik7Fvfxp6VTf6Xv4zjrv/hS18zyP/cdYdV2AVtFV5NgbZdGd/4tDLx/diC9MT3Q7MPzoB9r8v6aNwp8HJZz/aOH4Lv44/Jdeco8BIZIBR4iYiIiIiI9LNI1Eq8egy8GkqhdjsMnrrP9zajUcrvvIOo30/hr3/F4P/+f7w91STkNDhz1JkHsuyDoiCjbY7YyjvPYuLgDD7aVQfAtOFZGIbB9fNGk+F2sGjWiIOyBk+8wivYMfDKsM6PziNSXc2IZhd1gbqDsgYR6VsKvERERERERPpZosKrp5bGj/4GZhSOW7zP925+6y1alq9g8Le/hXvcOABe3/06MwpmMDR96P4u+aBx2Ns+lg7N9jBpaGai2usXVx8HwF0XT2PN985OBFN9LTHDK5yqwsvAO9Kqihu520dLqIVAJHBQ1iEifUeBl4iIiIiISD+LmCaGAbbuKrwiYVj7GIw/E/LG9nhP0zSpW/oEZd/6Ns7Ro8i9+moAdjbsZHPNZhaOXthXyz+oJg9pa7nM8VrVXzabgdtxcMIuAK8rPrS+Q+BlGODKwFPgAIeD/JImAOr8qvISOdxpaL2IiIiIiEg/i0SjPVd3bXsNGkvhvJ/u0z3r/v44FXffTdq8kxj+k59gOBwEIgEeXPMgDsPBReMPj10ZU/nPN+bjclj1GJOGZCSO56Q5++X5HkcXQ+sB3BkYkVbsOTmktVrna/21h2W1nIi0UeAlIiIiIiLSzyLRHqq7ADY8BemDYPIFPd7PjESo/dvf8M6axag//xnDMGgINHDL67ewvno935z9TQq8BX20+r43ZVhW4vtJsQovt8N20FoYO3LYrX8W4YjZ+aQrA4LN2LOz8bRarZaq8BI5/CnwEhERERER6WeRaBRHT4FX9VYYNhPsPVc51T/zDKHduxn8rdswYpVjT2x5gvXV63lwwYOcPfrsPlh1/xidn47LYeu36i4AV2yOWCi2mUASdwYErMDL2WLN7tJOjSKHP83wEhERERERiYlGTb7z7Aa2VTYd1OdEovswsL5uN+SO7vlezS1U/+rXeGfNIvPstmDr9V2vM2PQjAEVdoG1c+WEQRmJ+V39IT44PxROEXi5MiDQhD0rC3uzD1CFl8hAoMBLREREREQkprzRzz8+2M3ihz84qM+Jmmb3LY2+Ogg0QO6Y7u/j81F2++2Ea2oYcvu3E9Vde5r28EntJywcNTAG1Xf05dPGct28nsO+vpJoaYymaGnMHApNZdizszEbmnDYHKrwEhkA1NIoIiIiIiISE40FHtXNgYP6nHBPLY11u6yvOV2HPqGyMvbcfAuBrVsZcuedeGfOTJx7c/ebAAOuuitu0azCfn1evKUxGElR4ZUzGjY+gz0rk2hDA7nuXOoCqvASOdwp8BIREREREYkJpGppOwh6HFpfHwu8umlp3PujHxMqKWHkw38gY/78pHMf7v2QMVljKMzs3+BooIqHjymH1ueOBjOCzWMQbW0l3zlaFV4iA4BaGkVERERERGKC7QKvaKr2tj4SjZrdz/DqocKr6c03aX77bfK//OVOYVfUjLKuah2zBs/qq+Ue8ew2A8OAcMoKr1HWNc4QAMOimZrhJTIAKPASERERERGJad/SlrK9rY+Eoyb2niq8PNngzen82upqyu/8Du6pU8j74g2dzu9s2ElDoEGBVy8YhoHTZiOYqsIrFjraDWtg/dBIBhWtFf25PBHZDwq8REREREREYtpXeB3M9sao2UPgVbery+quxpdeItLQwPB778Xm6ryT4drKtQAcP+T4Plnr0cJhN1JXeGUXgmHDTiMAk+zD2duylxpfTT+vUER6Q4GXiIiIiIhITHLgFTloz4n0VOFVV5xyfpdpmjS++iqu8ePxTJqU8qXLSpaR58ljVOaoPlrt0cFpt6XepdHuhKxC7BFrbtd4+xAANlZv7M/liUgvKfASERERERGJCUbaQq7gQazw6jbwioStwCt/QqdTDc8+h2/1GnKuvDLlS5/f/jxv73mbxZMXY3Q3I0w6cdqNrttYc0djD1ttjCOi2dgNO+ur1/fj6kSktxR4iYiIiIiIxLQPuZoD4YP2nEh3Q+vrd0E01CnwCu7aRcVPfkLaCSeQd/11nV62q3EXP175Y2YPmc2XZ3z5YCz7iOaw2VK3NALkjMbuL7Oua/YxIWeCKrxEDnMKvERERERERGLaz+067//epaLRf1CeE46a2Lqq8KrZbn3tEHhVP/QHMAyG33cvht3e6WVPbHmCSDTCffPvw2Fz9PWSj3hOh0E41dB6gJxR2IJ7AYg0NHJswbFsqN5A1Dx4VYAicmAUeImIiIiIiMR0bGPcVtl8UJ4TNU0cXQVetbHAK2980uHWtWtIm3cSzmHDUr7svdL3mDN0DkPSh/TlUo8a1i6NXbc0GjawZaQTaWhgxqAZNAWb2N24u38XKSL7TIGXiIiIiIhITMfAY2/DwanwinRX4dVQAg4PpBckDoWrqwnt2k3arNQ7L35S8wk7G3ZyeuHpB2O5RwWn3dZNhZe1gYA9w0ukoYFjC44FYEP1hv5anoj0kgIvERERERGRmI4VXnsPUkujNcOri5MNJZA1AtrN+PKtWweAd9aslC9Z8ukSvA4vF42/qI9XevRw2A3C0a4rvADsHhvRxkbGZ4/H6/CyqWZTP65QRHpDgZeIiIiIiEhMx8CrvMF3UJ4TiZo4bF18HGsshewRSYdaP/oIw+nEM21qp8vr/HW8tPMlLhp3EVmurIOx3KOCw24j2FWFV8ZQsDmwOUyiPh92m53BaYOp8dX07yJFZJ8p8BIREREREYnpVOHVEDgoz4mYJl3lXTSWQVZh0iHfmrV4pk3D5nYnHQ9Hwzyw5gFC0RCfm/K5g7LWo4XLbnS9S6PNBs50DKdBtLUVgCxXFk3Bpn5coYj0hgIvERERERGRmE4zvBoPXoWXPdUMr0AzNJUnVXhFGhvxbdhA2ryTki7d07iHz730OZ7b9hzXTbmOcTnjDspajxYOWzczvABcadjaBV6Zrkwag439tDoR6S3tVSsiIiIiIhLTbxVeURN7qhKvjU+DGYUJCxOHWlauhEiEjFNPTRxrCjZxyxu3UOuv5f7T7+e8MecdlHUeTRx2A18o0vUFTq/V0tiuwqusuayfVicivaXAS0REREREJCbQIfCqbg4QDEdxOfq2OabLofVr/gqDpsDIExKHWt5fji09He+MGQDU++v5rzf/iz1Ne/jTOX9iztA5fbq2o5XLbut6aD2AMy0p8FKFl8jhTS2NIiIiIiIiMcFI53Crsqnvd2pMWeFVvh7K1sLsLyR2aIw0NdH81lukzTsJw+kkEAnw3fe/y6aaTdw7/16FXX3IYTe6b2l0erE5okR9VptrPPAyzW5eIyKHjAIvERERERGRmGA4SpYnuRFmb0PfB15R08Te8dPY2kfB7oYZVwNghkKUfuMbhGtryf/856nz1/HlV7/MspJlfHvutzlvrNoY+5LTbus0wy35Ai82exhCIcxgkCxXFuFoGH+k7/9+iMiBU0ujiIiIiIgc9daX1POj5zdTWu8jw+2gujmYOFd+EAKvcKqh9Xs+gLHzIS0PgKpf/ZqW5SsYds89pM2dy4/fvZNN1Zs0s+sgcdp7GFrvTMNmCwMQbW0l05UJWPPUvA5vfyxRRHpBFV4iIiIiInLUW11cx+pddQTDUY4dkZ10rqLxIFR4pWppbNoL2YWJPza++goZp59OzuWLaA218sbuN7hkwiUKuw4Sh80g1G2FVxo2WwiwAq8sdxYAjQHN8RI5HCnwEhERERGRo168le3d28/gN585PnHc67QflAqviNlhaH0kBC3VkDEUgFBlJaFdu0k76SQA3il5B1/YxwVjL+jztYjF6bAR6rHCKxZ4+XxkOq0Kr+ZQc38sT0R6SYGXiIiIiIgc9UKx3RmdscFagzPd3HT6eIZme9h7ECq8whETW/uWxuZKwIRMK/DyrV0LQNpsK3x7aedLDPYO5vjBx3e8lfQRp83oYZdGL4YRAKwKr3RnOgAtoZb+WJ6I9JJmeImIiIiIyFEvGIliGFZbG8Cq754NwMd76g/a0HpH+8Craa/1NXMYAL6P1mG43XiOOYY6fx3vlbzHZ6d8FrvN3udrEUuGx0GzP0ww3HmnTsAaWm8EABfRllYynPmAKrxEDleq8BIRERERkQGvtiXY80XdCIajuOw2DCN5kPzQbM9BCbw6Da1vKre+Zg4BoHXdR3imH4vhcvFy8cuEzTAXj7+4z9chbSYNySQcNdlR3UWA5UzDZlh/F6KtrWS4MgBVeIkcrhR4iYiIiIjIgPbsRyUc/+PX2FTWsN/3CEZSV/Xkp7sOOExLJRo1sRkpAq+sEUQDAfybPyFt5kyCkSDPFj3LxNyJTM6b3OfrkDaTh1ozubbsbUp9gSsNm8Oa8dW+pbE5qAovkcORAi8RERERERnQ3tlSBcCGkgMIvGIVXh1le534QhGC4W5mO+2j2pZg4j6Rji2NjaVgc0JaAf5NmyAUwnbsFL7+5tf5pPYTbph2wwE/X7o3riADmwHbK7up8HJY//yivlbSHGmAKrxEDlcKvEREREREZECLV2bVtu5/JVZXc5uyvE4AGv2h/b533MW/fo+rHlpOfWuQSMeh9Y1lkDUMbDZ8H60D4KHIW6woX8GPTv6R2hn7gcthI83loDkQSX2B05uo8DJbW7Hb7KQ50jTDS+QwpcBLREREREQGtEZfGIDi6v2vtOmqpTE7Fng1+A4s8ApHopQ1+Pi4pIHFD6+kKRDG3r6lsaEUskYA4Fv3EY7CQv5dv4xFExaxaOKiA3q27Du3w0Yg3HPgFW1tBSDDmaEKL5HDlAIvEREREREZ0MoafACs3FGLP9RFWNGDUKTrlkaAxgMMvBp8IUwTTp1QwKexGVF2e4eWxqzhmOEwrR+to3HyMHxhH+eMOeeAniu943Ha8Ye6aF91pmHYwHA6EoFXuitdFV4ihykFXiIiIiIiMqDtbfAzIsfL7tpWHnxt637tqhgMR3GmCLyyvA7gwCu86lqt188bn584lqjwMs1YS+Nwqn71ayLV1ayaZCPLlcXcoXMP6LnSOz1VeAHYPG6iLW0VXgq8RA5PCrxERERERGRA8wUjnDttKIvnjuQPy3Zw0k/foK7dzoqrdtayYntNt/cIdDHDK1Hh5Q8f0BrrYvPFRuR4E8fs8RlerbUQCdC0I0jNww+TdeUV/G3QVs4YeQZOm/OAniu94+62wsvaldHwuIj6rKrCdGc6LUG1NIocjhR4iYiIiIjIgBYIR3E7bXznwimJY7trWxPfX/2HFVz7x5VEomaX9+hqaH1u605+6/w/8rf906rE2k/xAG5EborAq7EUgOrnP8I1fjw7vngmTaEmFo5euN/Pk/2zbxVezqQZXqrwEjk8KfASEREREZEBKxI1CUaiuB02sjxOXvz6qQCU1fs6XfthcW2X9wnF7pEQjcDb95L3t7O40L6KUzZ8D178n/1eZ7zCa2iWJ3EsEbA1lmFGIbCngoxTT+X1ve+Q7kxn3vB5+/082T8ep41AlxVescDL1W6GlzNdQ+tFDlMKvEREREREZMAKhq1wwuO0A20tg6XtAq90l3Vuza66ru8T6TDDa/2T8PZPMaZcwvzw7/gk90xY+xjU79mvdcZneOVnuBLHsjyxdsXGEkItdsxgiMaRuby+63VOLzwdl92V6lZyELkd9m4qvNIAsLnbAq8Mlyq8RA5XCrxERERERGTAiu/KGK/OyvY6SXPZKatvG1wfb0TcWNrQ5X2C4Q67NG79D2QOhyv+hN87hH8P/io4PLBkMfgbe73OZn8Yu83AGwvmALJi88FoKMHfYFV+fb/8jzhsDr547Bd7/Qw5cB6nrZsZXvEKLztRX3KFl3kA7a4icnAo8BIRERERkQErEKvwcjusIMkwDIZme6hotAKvUCRKa9AKxTZ0E3iFImZbi2HIB9vehAlngWGQ7XWyKzoIrn4Uqj6Ff/Y+jApFojjtBkZ8Z0Ygy2PtAEnNNnwt+YTtEBoznCcueoLJeZN7/Qw5cPtU4eWyEW2yqroynBlEzSi+cOcWWhE5tBR4iYiIiIjIgBUPJzzOto82GW4HrUFrV8Wm2O6KI3K8lNT5qGz0d74JHYbWb30Zgk1w7BWAVTX20oa9rPfMhgV3wLbXoH53r9bZqWWSdhVe1duornGyYwhcf/yNDE0f2qt7S9/ptsLL4QKbA0emi3BFBaZpkh7buVFzvEQOPwq8RERERERkwIqHE/EKLwCPw44v1urY6LNmZy2cOgSAVV0Mrg+E2wVS65+EzGEw9jSgrRLrkt+8D5POs67ZtbxX6wxFOrRMEpvhFY1gVm8nWu6neKSbM0ee2av7St/qtsILwJmGM8eJGQwSqakhw5kBoDleIochBV4iIiIiIjJgxcOJ9jssuttV6TT6rcDrpHH5pLnsrNrZOfDaU9tKMByx7tFaC0WvwvQrwWaFaGluR9vFg6eCJxt2LuvVOsMRE4fdSDqW5XVA+cfsrLfhCJkMPmE+Ga6MXt1X+pbHaUu0yabk9OLMtP6uhcrLE/+8VOElcvhR4CUiIiIiIgNWoMMujfHv/YkKL6ulMS/dxfGjcjsFXrtXv8je/zudSYGNuOzA6j9DNAwzrklc0xoIt73AZocJZ8O6x6G5MuWaolGTPy7bQUu716VsafQ4YePTrGjOAuDMC27q5buXvuZ2WH93uhxC7/TizLSCy1BpWaKlURVeIocfBV4iIiIiIjJgJXZpbDfDy+O0J4Kwel8QsKqpThibx5aKJhp8IQgH4dXvMeqFzzDXtpV/un/Et1afAW/+GArnwpBjE/dr9LcLvACmXmp9ffgMqNoCHcKRt7ZUcvdLn3D3S58kjoUjZqeWRo/dYM2WZ/HVOPHleBk8ZuqB/TDkgHmcNqImhKNdBV5pONOsv3Oh8vJES2NLUBVeIocbBV4iIiIiIjJgBRIzvNoFXg5bIgiragoAMDjTw9wxeZgmrNlVC8t/Cct/RemEa7ks8CNaTTd1mRPgikfg+n9Bu90UM2ItjTlpsSHzUy6BK/8MLZXw2xPgoflJ1V6hiBWWVMeebR2LJloajx1hVXSt3fB3bs40OKbMRs7sE5N2cJRDIz4LLv73pxOHG5szgi09nVCZKrxEDmcKvEREREREZMBK1dLodbUNra9sCuC0G+SmOZk1Kgen3WDVzjrY8h8onMvqY7/HOnMC8wK/Zs+if1mzu1zpSc+4/6oZAIzOjx03DGsHx6+vg/Pvh5oieO37ievj4Vsw0jYLKtSupfHJr85j1XfO4o71v2ZqVZT8+gjZs0/o2x+M7Jf4bp9dzvFyeDAiAZzDhxEqL9PQepHDmAIvEREREREZsBItjY7klsb48crGAIMy3BiGgcdp55ihWZSU7ILStTD+rES7YgMZTCvMS/mMwZkezp4ymHCkQwiSPQJO/IoVkn36EkSsAfnxYCsYC01aQ60EI1EcseNpLgdVoe2UR/3c/GE6hsdD9sUX9dFPRA6Ey9FD4GV3QTiIY/jwpAovDa0XOfwo8BIRERERkQErHkzEW9Eg3tIYxTRNKpv8DMryJM6NzPMyvepFwKR85AU0+qyQ6v4rZyRViXXktNsIdQy84iZfCIEG2PU+AOFoFIiwx1jCeU+fx4n/OJEtxk+JOHayrnIdq/eu5vHNf2dkdZSsjS3kfuYzOAYNOrAfhPQJu836iBztaoaXwwNhP85hwwiXleO0O3Hb3arwEjkMOXq+RERERERE5PAUCFuVXJ52Q+vdseAqEI5S1RRgZF5a4lxhjofztr5MWc7xLPhrGedNG4rLbuPK2YXdPsdhtyVmc3UybgE4vFab5LgFhCImrkGvU+98i8npp3H2qLN5dNPf2eW5j+v+0/ay+94JYbg85N/4pf1789LnHDZrjlqXQ+sdLogEcQ4fQaS+nmhrK+nOdA2tFzkMKfASEREREZEByx9KUeEVC7xW7KhhR1ULJ48vSJybY25ktFHBY2k3EqyI8vz6MvLTXT0OjHfaja4rvFxpMP4M+PQlwuf8hFVVr+EueItg3VyGZt/EbXOn89aHE7F7yvn2uccSioSoqljH+F88ROapM3DkpW6llP5njwVekWjXM7wI+3GOHAa07dSoCi+Rw48CLxERERERGbDiFV6upBle1vc3/OVDRuencesZ4xPnZpU/RZ2ZweONM4EQpgmZHmePz3F119IINE84k59Xr+T1J06jIdRMxD+MQMUlfGSrty4I5zHYPpxTR8y1/lhZS1HQhnvS5N69YTmoeqzwsrshHMQ5YjhAYo6XZniJHH4UeImIiIiIyIAVjpjYbUaiMgfA224W119vOIH8DLf1h1V/ZFDpa/wycgVbakJkeRw0BcJkeXr+WOTspqXRF/Zxa8VbrM9M5/yQiWfE7fz5jXQwnXy6t4nWYJhQJIrD1hbKBbdsAsB9zLH787blIIn/PQp31b7qcCdmeAGESsvIyFWFl8jhSEPrRURERERkwLKCpOR2xHhL47hB6YwtsHbRo/h9+M/tMOk81o79cux8Bl85bRxnHjOkx+c4DZNQbOfH9qJmlJteu4m1NRu4Z8wi7tn5CdfuegtMFwCRqMn6kgbCERNnuyq0wJZPAHBNnd37Ny0HjcMeb2nsJvCKBHEMHgx2O6HyclV4iRymVOElIiIiIiIDVihi4rIn/3d8M5ZVjMlPbzu46mFIL4DL/8joV3ZDUS2ZHgd3nj+lx2cEduzg/J9/g2OjbkI3H5eo7mkINHD/h/eztnItP5j3A86fdCUETSYu/zUTjRMoMq1B+B/tricYieK0twVzvi07sXsMnIXdD8uX/hXfpbHrlkYXhP0YdjuO/HzC1VXWDK+gKrxEDjeq8BIRERERkQErFIkmqnLi4nO9jh2R3XawbC2MPhk8WeSnWy2ObkfPH4f8W7ZQfOVVZFSVM6WmmB2XLaLxtdeoaKng0ucu5YUdL3DDsTdwxcQrrBfM/CwAU41iAMbkp/HWp5WU1Plwtmtp9BU34B2Ti2HTR7LDicPWU4WXByJBME1sXi+mP0C6M52mUFM/rlJE9oV+u4qIiIiIyIAVjkZxdqjwuvi44fzwkmn81xkTrAMt1VC/G4YfD0BBptVuGAh3PYTejEap+etfKb76Goz0NJb96BG+ePYdOAsLKf3vb/KPFQ/REGjg8Qse55uzv9m2y2P+BCKGg2Nse/jwu2dz/KhcVhXXAuB0WNc0PvskwQZIP04D6w83iRleXe7SaP3dIRzA8HiI+v0MSx9GQ6CBxmBjP61SRPaFAi8REREREekzH+2uozUY7rfnBcNmp8DLabfx+ZPHtO3cWLnZ+jrUGhAfr/AKhLoOvBpf+g+V995H+rx5jP3n00QGD6Y8o4D8H/4QwmHKX3yWC8ddyLSCackvtDup9Y5lqrGLggxX2wwxIL21ibL//V9K7/wB3vwgOZ/53AG+e+lrjh6H1nusr5EANo8H0+djfI61C+iO+h39sUQR2UcKvEREREREpE9UNvpZ9LvlfPfZjf32TKvCy+j+ouqt1tcCq6IqPyNe4dV5CH1c0ysv4xgyhMLf/RbnkME4bTYMRwMfpldTNSyNi98PcMOIywG47Lfv8+MXNideuytrFifaPsEI+bh8tjWjyx0Ocs6vb6fhuX+Rd/ZURp1Rg23M3P1923KQ2HtqabS3q/DyeokGAozPtgKvnQ07+2OJIrKPFHiJiIiIiEifqGgMALC5rP9au6wZXj18rKkuAmc6ZA0HwBvbxdHfRYVXpL6e5nffI/OssxIztsoDG0ifcB//vey/+OecEAWNELzwOooWnMHNf/kO5X97PPH6LZmn4DFCsP0Nhme5+d5Jg7hx0/Ok1VUz6uE/MGSeDduwY8Cd2Qc/AelLjp6G1scrvMIBbG43ps/H8IzhuO1uttdv76dVisi+0C6NIiIiIiLSJ/Y2+gHI8PTfx4xQpHNLYydVW6BgIsTmbE0cksGJY/P49nnHpLy84d/PY/r95Fx9VeLYB/VPYoYz+L8z72fONVNZf+o6PCuXMTTqI/j2h9y0/l+0fnQlabNmsS3tOEpK8wnc+D2CtbdzcmzbyF1T5jJl3jx473Mw6fy++QFIn2qr8OpqhpfVDpuo8PL7sdvsjM0ey/YGBV4ihxMFXiIiIiIickC2VjTxy9eLGJ2fBkC6uz8Dr31oaaz6FMYtSPzR7bDzxFfndXl5y/LluMaMwXOMFYitr1rP7tb1BGsv5JjcmeR40rh+RQswm9e+eRr/G3yRB9/5Dc7PfBbHkCFcVtdAU8CNM6OV/Btv5JOAl3+sryJj4dmcV7kZWmtgxKw+ePfS1+I7fnZd4RULvCKxCi+/FfKOyx7Husp1/bBCEdlXCrxEREREROSAfLCzlhc3lCf+7Oqp4qoPhSNmYtB4Sq210FQOg6fs0/3MSITWNWvIOu+8xLE/b/wzXnsGTfUndBpmXlrvo8GdybfP/Ab/GVNJqLSUslXrqXXZuWzu2xhnFbLedRavNK7mLJsbXvo2eLJhyiX79X7l4Op5hle8wsuP4bV2aQQYnzOel3a+RGuolTRnWn8sVUR6oBleIiIiIiJyQMIRq/0rM1bZ1RwI9duzg5Fo9y2NVZ9aXwdP3af7BbZsIdrURNoJ1kD5HQ07eHP3m8wbdAlE3YQiya1u2yqbAXAX5DPov25l+E/v4ekbf8xvzvw6xtCp8Pw3GFX2IgAn1L8Iu96Dc34CGYN7+U6lP7TfpfHljXuZ/oNXaA6023U00dIYxObxJiq8NLhe5PCjwEtERERERA5IPAR65paTGZHjpckf7uEVfSfcU+BVGds9cR8rvFo//BCAtDlz2Nmwk2+98y3cdjenDVkEWAFbe79725rbFN/5saLRz78/LiNq2OELL0LhXCa999+cZVvDZ5r+CqNPhVnX9eIdSn+Kb4AQiZo88eFumgJhnllb0u6CdhVeHjdRvx/TNBmXMw5Ac7xEDiMKvERERERE5ICEYm1+I/PSmDsmt18DL2tofTctjZWfgDsbskb0fK+KCmr/8Q+co0exzVXPNS9cQ2VrJQ8seIA8T17iee3VtgRJd9kTx38fC8B2VrdAWh587hkomMQjrl+QGW2AebckhufL4SdR4RU1mTIsC4ANJQ1tF8RbGiNWhRfRKGYoxMjMkThsDu3UKHIYUeAlIiIiIiIHJD7Xymm3kelx0uTvv5bGUCSaqMpJqfITq7qrh5ApXFXFruuvJ1JVzfCf/pTHNj+G3bDzz4v/yfzC+Ykqso4tjadMyOf0yYMIR6L4ghGebl8NBOD0wIUPWN+n5cP4M3v9HqX/tN+lMT64PmmeV7tdGm1eDwCm34/D5mB05mh2Ne7q1/WKSNcUeImIiIiIyAEJRaLYDCssyPQ4aPSHMc0uhn4fhGd3OSS/tRbK1sHQY3u8T+1jjxEqLWPkI3+icfJwXil+hQvHXciQ9CEApLntADTHqteyvU4A/vfCqTjtNkKRKM+vL0td3TZ2Pnz1Xbj1Q3B6e/8mpd+0r/CKh5uhLgIvw20FXlGfNccrz5tHfaC+39YqIt3TLo0iIiIiInJAQtG2KqtMj5NI1MQXipDmOvgfN8JRE0dXLY3vPQihVpj75W7vYUajNL7yKuknnkjarFn8Yc2DmKbJDcfekLimIN0KOqqbAwC4HTYWzx3JlGFZscDL5PEPdjNhcAaLZo0gzWVPfsiwGfv/JqXftN+lMR54RaLtqvrigVckgM2bCYDp9wGQ7cqmuLG439YqIt1T4CUiIiIiIgckFDYTVVaZHusjRpM/3C+BVyjcxdD6xnJY9TActxgGH9PtPRqefY7Q7t0M+trXME2TV4tf5cRhJzIio23uV0GmNZS+piUIWEFbPBxx2g1K632U1vu44/xjuOn08X307qS/OWzW36Vw1CQUtiq7kua22dsNrXcPAiAa26kx251NY6Cx/xYrIt1SS6OIiIiIiByQcDSaqLJqC7z6Z45XKNrF0PoVv4FoGE6/vdvXR5qbqXzwQbwzZ5J14QXsbNhJSXMJZ45KnrWV5nLgddqpbrIqvNrvDtk+cBuTn36A70gOpdQVXqlaGoMYHut7M2D9nchyZdEQbDfgXkQOKVV4iYiIiIjIAQm1C3+yYrOtGvtpp8b2z05S8iGMPAnyxnb92ooKKn92P5Hqaob8/ncYNhsry1cCMG/4vE7XF2S6kiq8HIkKr7bnF2S4DuTtyCGWmOEVMQnGZ3hFUrQ0hv3Y3B0CL3cWgUgAf9iPx+Hpv0WLSEqq8BIRERERkQMSipg4Y0FBVqzCq9HXPxVe4YiZaENLUrMNCiZ0+br6555j21ln0/jSS+R/+ct4p0+nKdjEk1uepDCjkJGZIzu9Jj/dnZjhFY6YibllyYGX+wDfkRxKNpuBYcR2aYyk2KUx3tIYCWLEAq9owApBs93ZADQEVOUlcjhQhZeIiIiIiByQcCSK09E2tB5IvVvhQRCMRHE6OrQ0ttZCaw3kpw68/Fu2UHH3PXhnzGD4fffiGjmSYCTI/3vr/7GrcRe/Pfu3KV9XkOGmtN4aUB6KRhOtlK52LZX5qvAa8Bw2I2mXxnD7GV42G9ic1gwvV6zCK2iFoNmuWOAVbEjs7ikih44qvERERERE5ICEIm3tfe2H1veHcCSKs2OFV+0O62uKwCvq81Hyta9jS0tj+M/uwzXSquRa8ukSVu1dxY9O+REnDz855bMKMlxUNweIRE1Ms23AebzSy2EzyHCrpmCgs9sMItG2lsZw+10aARweCAexdZjhpQovkcOLfhuLiIiIiMgBaT9Hq63C6+C3NEaiJlGTzjO8arZZXzsEXmYkQsXPfkZo925GPfoorsJC67hp8ty255gxaAYXj7+4y+cVZLipbQkmKn/ig/rjz8/2OjGMFAP0ZUBx2GyEIu0qvNq3NAI4XLFdGuMtjcmBl3ZqFDk8qMJLREREREQOSPvAK91lx2bAxyX1/OzlT/nVG0UH9bnQFjwl1GwDww45o9uuLStj13XXU79kKbnXX0f6iSckzr215y221W/jiolXdPu8/AwXkaiZmOPVNrQ+ubpNBjarwitKKNbKGIp0CLzsbogE2loaYzO8slxZADQGFXiJHA70G1lERERERA5IOGomQifDMIia8NKGvQB4nXa+ftbEg/ZcAFeqCq/c0VYlTkzFT39K4NNPGf6z+8i6uK2KKxQN8eCaBxmTNYZLxl/S7fPyYwPp9zb4gbZWRldsfpnXpY9XR4L4DK9wLFCNdGppdEM4gM1t/f0yA9bfB7U0ihxe9BtZREREREQOSPsKL4BvnTuZUCRKRWOApR/uxjTNg9LqFwhFgC4qvPLGJ/4Yqa+n+e13yP3MZ8i+pC3Uagw28rfNf6O4sZhfnvFLHLbuPx4VxAbS7220Ao54ZVd8lle6y35gb0gOC20zvKxANdyxwisWeHVsaUxzpOEwHDQEFXiJHA4UeImIiIiIyAEJRUw8zrbA69YzrNlZv31rG6Zp7aTodvRNGHT3i5v547s7Kb73wkTwNCTL03aBaULNdhh9auJQ4yuvYoZCicquSDTC7z7+HX/a8CeiZpSTh5/MGSPP6PHZBR0rvGJBVzz4StPA+iNCp10aO83wigVerniFl9XSaBgGWe4sVXiJHCb0G1lERERERA5IOBLFmWJ+lTvW6ucP9V3g9cd3dwLWUPw9ta0AjMpLa7ugqRxCrZDfVuHV+Pzz2MeO5h/RFWxZ9ijvlb5HU7CJ88eez+LJi5k+aPo+VaB1Crw6DK1Pc6rC60hgt1sVXonAK9KhpTE+w8tuB6czsUsjWG2NCrxEDg8KvERERERE5IAEI2ai2qk9TywACoQi4HX26TOLq1vZHQu8Rua2C7w67NAY2ruX1jVreOecofz2o18yJG0IpxWexsJRCzlz1Jm9arXM8Tqx24xEZVl8aH08GElTS+MRwWGzWRVe4e4rvABsbjdmsF3g5cpWS6P0mQ921LB8ew3/vXDSoV7KgKTAS0REREREDkg4Ek209bUXD7z8oeQKmT+/t5Mmf5hvnN37YfZ56S5qW4LsrGlhT62PLI+D7LR2YVqHwKvx5ZfBNHlmdCU/PPlHXD7x8l4/M85mM8hLd1HRmDy03hebJZbmVuB1JEjs0hgLulIGXq0tABhud2KGF1gVXpWtlf22VjmyXfPwSgBuOWN8n1XJHk06/2cYERERERGRXug4tD4uPtfLH44kHf/RC5t58PWtmKbZ6TU9yY2FW8XVLeyubWVUflryBTXbweGBrBFEmpqoe/pp9gxzkj1xCpeOv7TXz+soP93VNrQ+VuHVEogFXtql8YjgsBmEIt20NDo8iQovw+1KzPACK/CqC9T121rl6FBe7z/USxiQFHiJiIiIiMh+217VTHFNa+edEgGPI17hFel0DmBXTWuvnxeMhQ97G/3sqW1Nnt8FiR0aA8XFFF91NcHt23nqxAjfnvtt7LYDr5AYlOluN8PL+jiVn24NLx9bkH7A95dDb1ReGhtKGgh229Jo/R2wudyYgbYwIs+TR52/br/CXDm6zfvpG1z9hxWJP8dnFAKU1vsOxZIGPAVeIiIiIiKy3y745bsA2FPMwuqqpTHuw+LaXj+vyR8GoKLBT0mdL3l+F0DNNsy8cez59rdorCnnrs/YSD93IXOHzu31s1LJT3cRilhhRjzku3J2IQ9fN5vFc0f2yTPk0Dp/+lD2NvppDVpBbafAy50FfmtOl9XS2FbhlevJJRAJ4AsroJCufbq3kR+/sDkpGC1v8LNqZ9vvxBfWlye+L6nr/X8cEAVeIiIiIiLSQZM/RFVToOcLgUCsCqa6ufP1iZbGDhVeBRlWRdSyoupercs0zUTgtaG0gWAkysj2FV4NpVBXjK8hl9DGzfz9lDCzz7mOu0+9u1fP6U58p0ZoG1pvsxmcM21orwbgy+HrrClDkmbSdWppTMsDXx2YJobbnbRLY54nD4Baf+/DXDl6fPEvH/LIezu7/T37/rZqJg3JwGZAaZ0C1P2hwEtERERERJLc9/KnXPfIB716TVmKGTPxCi9fh8ArPvPqo63FRPashkh4n57RGowQiVXbVMY+KCa1NL59Dxg2dq6soNEL06/7GrefcDvpzr5rNcxut9tkqp0pZeDL8jiZP3EQAE67QdSEaPsqL28emBHwN2BzuRR4Sa/ZY4Fq/HdjINy57buyyc/YgnSGZHkoUUvjftFvaBERERERSVJW72dHVUvyh/wUGnyhttc0dP5A1tbS2PZhLhI1iYZ8PJzxMG9Ev4z9kbPgL+dBsKXHdTX6reflttuVMVHhVbEZ1v2D6MwvEf1wEx/O8HD1jOt6vGdveV1tc8BS7UwpR4YLpg8D2v4OJ7U1plmhFq01GB4P0WDnwKvOr8H10rX4fMN4xWpdS6jTNdXNQQoy3IzI8VKiCq/9osBLREREREQS/rOhnDc/rSQYiVLbGuz22jW72qpYzpk6tNP5eEtjoN0ML18owkW2lZwTfptnoqfy/uiboeRD2PyvHte2p9b60HfsiOzEsRE5XuubZfeDO5My+0wc4Sh5C84izZmW6jYHJN3dthOjI8XOlHJkWDhlCAUZLsYNygBIVBYCkJZvffXVxVoak2d4gSq8pHvxIDUeeNW0JLc2hiJRaluCDMp0U5jrVUvjftJvaBERERERSbj58bWJ7+O7EXbltc0VZLgdrPruWdx7xfRO5xMVXu3adVoDYRY73qQxfTRPDLmNn7dcCOmDYNsbPa7t3aIq7DaDL506NnHM5Yh9pClbC+PPYsubLxC0wykXfqXH++2PtHYVXvEZXnLkyU5zsuo7Z3PxDKvSKxRtN8fLG6/wqsXmTm5pzHUr8JKexf9jQLxqtX2F17o99dS2WCFqQYabEble9jb6O8+Skx4p8BIRERERkZTKuwm8olGT1z+p5PTJgxic6cGZotopVUtjsGQdc21b2T3mKk6bPJh1pY0Exy2ELS9BU0W361m2tYqZI3M4ZUJB8olwAOp305o7BtuH6ykdn8XowZN68U73ndfZvqVRH6eOZDabkQg1w5EULY2+WgyXm2ig7d+TNGcaXodXgZd0q7sKr2sfXsmuGmtXRqvCK41I1GRvY/f/AUI6c/R8iYiIiIiIHI32ppjLFfdxST1VTQEWThmS+oLqbaR9vJQXXU+S9lEhbGoEdwZDqrZRY2ZSPeFKxphpmCZUHncLhZv/CU9eD9c9A67OQ+ZrW4KsL23gG2dNxGm38f2LpjI022OdrCumCZM/vvYa51eEaLzmir54+ymludo+QrUPv+TIZI+FmuGkCi+riovW2k4tjWDN8dIML+mOOzbDqzE2B7F9Na0vFOHRFcWAFXjFf8+U1vkozO37Nu0jmf6ThIiIiIiIpNRdhddrmyuw2wzOmDy488kdb8Nv5mB77xekGUFG162ApjLAwJc1li8Gv4UrcxAZsXlY9d5RcPkfoWQVPPG5lLs2vretGtOE0yZZu+d98dSxicHi1GznFxRw1gs1+I6fzAlf/d8DfetdSnO3hVw56c5urpQjgTNVhZcnBwybNbS+Q0sjWG2NqvCS7rhjLY3xCq9dta1J519cXw7A+IIMRuRacwpLtVNjr6nCS0REREREUuquhea1zRWcODaP7LQOoY9pworfWnO5vrqMe/9VSvGeEl7+fwsxXOms/rSCj/+62hr+HhuB1RwIw7TLoLkC/vNt2L0Cxs5Puu2yrVVke50cV5jTeZ1Vm5mywomZ4WXGrx/BsB+8yqv2M7wy3fo4daSzxwKvpKH1NpsVevlqsbkLOwVeed48qlqr+nGVMtDEd8CNz/DaXdPa6ZqhWR6y05yJcEw7NfaeKrxERERERCSlrobWF1e3UFTZzNmp2hnfuQ+KXoUTvgJZwzhlQgFbGp1U+KygyBe0WsM8TjuZbissa45VOTD9KutryapOt/1gZw0nj89PBBDtvVD+AZNKIf3cc3Dk5/f2bfZKmrMt5DIMDa0/0sXntIU6DgxPy4+1NHowQyHMdi2PqvCSnsT/PjXFA6/a1sTvtmnDszAMmDw0E7B+VxZkuLVT437Qf5IQERERERGg84f6rgKv1z+xhssvnNoh8Goohbd/CjOugfn/A0BOmguA5kAI8BCI7djocdpw2o3YuVjglZYH+RNhz4ednlnfGmJIlqfT8XA0zKpd2zglBINPmN/pfF/zujS362iSssILrL+rvloMt/X32wwGMTzW3888rzXDyzRNhaKSUiBs/a5tCUaobPJTUtfKqLw0imtamTA4gwtnDGPK0KzE9eMHpfNxST3UbIfVf4b8CTD5AsjsYoaiAKrwEhERERGRmPiHMIArZxdS3uDHNM1O1726uYJjhmYyMq/DAOXdK6yvJ91stX0B6bGAqCVgBV3B2DPcDjsZHuu/vzcF2s3sGnYcVG7q9Ex/KJIybHpiyxOkl1pDw73HzdiXt3lA0hR4HVXioWwo0uHfA28etNZhc7sBMP1t4fCI9BEEo0HKWsr6bZ0ysMT/44I/GOHF9eVEzbb/gJDtdXLLggmccUzbfMTzjx3Kp3ubaHjz/2DFb+CF/wd/W2S1kEuXVOElIiIiIiKAFSoB/OjSaQTDUf65poRGXzhpTldLIMzq4lpuWTCh8w2K3wVnOgyZnjiUHptz1RK0Qq1AIvCy4YntPhZvaQyGo+yMDGdS/R6MYEtit8ZI1CQUMfHEdjYray7j0U2P8nHVxxTVFXHHnij2dCfOwsK+/HGkpJ0Zjy72WHCbssJr73qMXCvwigaCxP9mzBw8E4CPKj9iRMaIflqpDCTxALU1GOFf68qYOiyLby6cTGswwjcXTup0/ezReQA4di2DCQth/Bnwyndg7wYYdvCD/oFKFV4iIiIiIgIkh1FDs632rPLG5Lkx5Q0+oiZMHJKR/OKmCvj4CZhyMdjb/rt6uisWeMUqvOItjS6HDU9sGPOf399JKBLlPxvLefBjGwYmVBcl7hEP4jxOG8vLlnPZvy7jya1PkuXKYtHYC5ixJ4x34oh+aR+zpZghJkeu2AgvIh0raby5sV0aYxVewbbB9RNyJpDuTGdd5bp+WqUMNPFK10/3NrJuTz2XzByO12Xn7kXTE23g7aW57Yw3SklvLobxZ8KMxWBzwMZ/9vPKBxYFXiIiIiIiArQPluwMiwdeHeZ4VTRaH+w7zdN67wGIBOH0bycdTnNbdS+t8QqvUFuoFg+oqpoCvLC+jKKKZorMWEVMxcbEPXyxdYWNOn64/IcMTx/OS4te4uFzHubOrJOJNjrwTj/2gN57b7gcNq6fN7rfnieHjs3oaoZXPoT92GJlXe13arTb7MwomMFHlR/11zJlgIm3NNa1WkPrLz5ueLfXp7nsXG1/m6hhh2OvgPR8K/ja8DREQgd7uQOWAi8REREREQHg6TUlQLzCywt0Hlwf//PQ9oFXQyms/gvMvBbyxyddn+HuWOEVxW4zcNiTP4qkuRzsqG5mhzmMkDsXdi1PnPOHIjhzVvLnXbdQ46/he/O+x7CMYQD4Vi0DwHvSggN5672y9Sfn86NL+y9gk0PHEWtpjHas8EqzWswMrPlx0XaBF8CswbMoqiuiKdh08BcpA06w3QYh04ZnMSLH2+316f4Krre/xo7BC9sG1c/5EjSWwIanDuZSBzQFXiIiIiIiQlVTgN+9vR0At9PO4Ew3htG5wmtvo/XnpAqvT56HSABO/Wan+8aHvP/6zSIC4QiBcAS3I/XHkB1VLZjYqCuYA8XvJY7/s2gJnmHPMSp9Ks9d+hyzh8xOnPOtWQOYeE44bb/et0h3YnkX4VRD6wEDK+gyA8Gk0zMHz8TEZH3V+oO+Rhl4gu02CEm1+2xHGe/dgw2T90bd0nZw0rmQOxY2/+tgLPGIoMBLRERERER4t6gq8b3bYcNpt1GQ4aaysWNLo58sjyN5x8Ta7eDKhLxxne6bFpvhVd7g57HluwiEo0mB19+/dCJgVX7trG7Cmfs+t3tb+IGjiT99+AD3rbqPRz75P0JNU/nKpLspzCyEmu0QaAbTpGXzHjyFGdgzM/vyxyECgD3W0thVhZfNtP79aD/DC2DGoBnYDJvaGiWlULsKr2yvs5srgdK12DY8wV+i51NhH9J23DCstsad70LI3/Xrj2LapVFERERERHhna/vAywqzsjwOmmI7KMZVNwcYlOlOfnHNdsgfZ30A68Debsh7azBCIBRN3B9gRK7VyvPm7lewj/o7LnclO8hjc3oarZv/goHB8fmn8s6n55LucsHWV2DJtUTdBdRscOKrMClYpF3K5OBw2LuY4RWv8Iq2AhD1JwcO6c50JuVOUoWXpBRqVzHYbeBlmvDKdyGtgEdbL+ecQPLvY6ZdBqsfgeW/htO/dXAWO4CpwktERERE5CgXiZosaxd4xXdPzPA4aerwAau+NURux13EardDXvLsrq4EwhHczvYfQyK4Br3KG7UPgGngK13MjWMfYXmDjQ+rQ6y++DmGB28B02lVlb37CyJBO8UveqheEyXr5Onk3fHgfr1vkZ50O7QeMCItQOeWRoBh6cOo9lcf3AXKgNS+pdHjtHd94acvwu7lcOZ3wZ1FazCSfH7saTBtESy73/oPD5JEgZeIiIiIyFFuY2lDYrcwAFdsoHym20GzP3kHsLrWEDntA69AM9TvhoKJPT6nujlAIBzFZbfRGGzkxR0vcscbn2dO0+t4W+fSuvMbhBtn4osY2K9diifYgvn3a3lh1acAFOx9H3PXB+z5aArBBoPCh37PiD8/hT07uw9+CiKdxSsUO1d45QJgROOBV+eWsixXlobWS0rth9a7uphpCMCOt8CdBbOux+uy0xqKdL7mvHvB4YaX7zwIKx3Y1NIoIiIiInKUe2drFYYBx4/KZc2uukRnYobbQWVT8gf5htYg04ZntR0oWQVmFEae0ONzqpoCBCNRTM8Ovvjrb3Lahz7u2AyeoMkHQ+oJep4gs6WeSOH1cNrVcPVjOP9+Jb9z/h/PROYz5tVHqK+ZgG9HFcPv/xmZCxb04U9BpLNEhVfHGV4OF7gysUWaAYj6UgRe7iwaA40HfY0ysJimmVTh1dUmHgD46q1qQruDNJcdX8cKL4DMoTDni7DiNxBsBVcaAN/+58dcNGM4p00a1MfvYODoscLLMIw/G4ZRaRjGxnbH7jcM41PDMNYbhvGsYRg57c7daRjGNsMwthiGce5BWreIiIiIiPSRtbvrmDwkk7/cMJefX3UcEwZbA+DT3Q5aAskfsOp9IXLaz5zZvRIMGxR2HXht+uG5HD8qh6rmAI3hMnJrf8sP/9TK2Z84yT3vYl4ZdQJzKj5lRvUOxjRVcNzDPyWwcyeMP4N/jfw28+0becD5exoCx1C1zoP3+OPJuuiig/KzEGkvPsMr2rHCC8Cdic30AWD6fZ1OZ7oyaQ23EoqGOp2To1e4w9+leEVtSr66RDVhmstBS8cZXnGjT4ZoGMrWAlDXEuTJ1SV8/i+r+mTNA9W+tDT+FTivw7HXgGNN05wBbAXuBDAMYyqwGJgWe83vDMPopiFVREREREQONV8wQpbXSZbHyZWzCxPHMz0Omvwh1uyq47dvbSMQjtAajJCT1i7w2rUchk4HT1aKO0PUjPLK7n9TlnYXRe5vs9X+fb7wuh/7oAImv/MOQ35yD/93/NVccsm9PHX77/nOOf9DxOFkz5dupOntt3m/bgq3l3+Jt984lvKnq8GwMfR7/4uRYkC+SF+L79LYMaQAwOHCcFiVOlFf58Ary2X9O9EcbD54C5QBJ17dNSrPqsSaMDij64uTAi87H+ys5dbH1xJu1xIJWBW2hg22vwXAtirr71x+eocNRo4yPbY0mqa5zDCMMR2OvdrujyuBK2PfXwosNU0zAOw0DGMbcAKwom+WKyIiIiIifS0UiZLu7vzRIMPtoDkQ5tmPSvj7yt3MGW198ErM8Ar5oWQ1zP58yvuapsnPnvlvhj36Go8UmVRkeQg73YysbmLYz76FPScHZ+yDW9RmZ9ygdN7NKeC1G77DJX/7KSU33cyX4ms07OTc+R2GLL4am/vo/hAn/ccWm+EV7djSCGB3YRACuz11S2Ms8GoMNpLryT2o65SBwx+bw/XFU8Ywc1QuM0fmdH2xrw7yxgFW4AXw4oZyvnDKGOaOyWu7zpsLY0+HDU/BGd9lW6UVeA3JOrp/V/bFDK8vAk/Evh+BFYDFlcSOdWIYxleArwCMGjWqD5YhIiIiIiL7IxQxcaZoq8nwOIiaUNEYAODRFcUAVoVX01544joI+2BS50kmkWiEh9/9BSfe/yoFPicV805n5869TGnYw7o5Cznm4ouBtqHgANleayfG0kGjmfDG6wS2bOEnf3qDIr+d4qyhrPjcZ7B11/4j0sfsXe3SCFbgFQ1j83iI+lo7nU4EXprjJe34YoFXmsvRfdgFSRVe6a62+ObNTyuTAy+A46+Hf94Ay3/JtuozAKtK92h2QO/eMIzvAmHg8fihFJel+M0Apmk+DDwMMGfOnJTXiIiIiMjA1RIIs3Z3HfMnHr0DcweKYDiK0975/5XPiFV9lTdY7VovbdgLwJjWjfCHr0GgEa78C4w/M+l1jcFGvv/UVzn/oXUMarYx9rG/UsRgfvzkxwBcctxwro0FCe1bEz1OOx6HHV8ogj0zk7Q5c3j9lXrmjc/n7jMm4FDYJf0sHsimbGm0OyESxEjzYnYxtB7QTo2SJF7h5XH1MP0pGgV/QyLwymgXXr31aSW3n3dM8vVTL4PRj8Drd3GL8SuwX8Aq/+K+XPqAs9//F8MwjM8DFwGfNc1EfWcJMLLdZYVA2f4vT0REREQGqtue+pjrHlmVCEvk8BWKRHE5On/4ilcH7G3wJ3ZuHG+UMu21z4HTCze+Dsde3ul1z7z1O679+TpG+LyMefiPpB9/PIMy21prutqVzOO04XHZ8YXa5tPU+0IMzfIwaUjmgbxFkf0SD7xSDq23uyASxObxdjvDqzGoCi9p4wtav9+8zh4Cr0ADYCYCr8x2beef7m2itL7D3zmbDT7/PLWXPc4n4WF8z/l3FjY/14crH3j2K/AyDOM84HbgEtM029du/htYbBiG2zCMscBE4OjeFkBERETkKLVyRw3Q1g4nh967RVX86PnNnY4HI6krvHJjs7qqm4OcM8rgItsKfuv8FYbTC198BYZM6/SaGl8Nvn88RVrQYOKTT5Nx8skADM70JK5JNS8MwOOw43XaEhUQ/lCEYDhKdvsh+SL9KB54RbqY4UUkhM3rJdrFLo2gwEuSxVsaewy8fHXWV28OAJke6/dgvAv8rU8rO7/GZuON8HF8LvQd1juP49rgPyEc7ItlD0g9Bl6GYSzBGjo/2TCMEsMwvgT8BsgEXjMMY51hGA8BmKa5CXgS2Ay8DNxqmmaki1uLiIiIyBEkGjXxBdv+X7+W2PflHf8rtBwyX3lsDX9+f2enqrtgOJqy6mrKMKtC5Sb7v/lDxbX8xvVrxrkb4Kq/QuaQTtebpsl9T36NeWtbcZx5Ku5xYxPn2ld4xYO0jjxOOx6nPRF4NfhCgDXbS+RQ6L7CK9bS6PVgtqrCS/ZNIvBy9RDHJAKv5JbGEbleRuZ5eXtLisALeG9bNQUZborGLGYQ9Zhla/tm4QNQj4GXaZrXmqY5zDRNp2mahaZpPmKa5gTTNEeapjkz9r+b2l1/t2ma403TnGya5n8O7vJFRERE5HDxw+c3MeX7LxONmpimmdh6vbyh82wbOTg2lDTwYXFtl+dH5HoBmPfTNxP/fMBqaUw1tH5QpptZmY38t+NptmadBDe+ieuOnTD+jJT331yxgbP/+BG2tHQmfO8nSedy2oVWuempAyyP04bXaU8Epwq85FCLD61PPcMr1tLoTSPq7/x7zuPw4LK5FHhJkvjvN88+V3jFWhpjgZdpwvQR2eyobkm6vKLRz7/WlfL+tmpOmVBAQ8EcAMK7VnK00tRHEREREekT/1i1G4DqlgC7a9umXmiGV/+5+DfvcdVDK2gNhlOeH5bd1la4t10Q2dUujQC3u54iisFbE74LhbPB3vW+Vx8sW8LIaii47Zs4Bw9OOmdrtxtjTjcVXl6nHX/Y+kBY3WS1w3ZVESZysMX/3qbepdFptTR6PClneIHV1qih9dKef59bGuutr/EKL3db4DUow534/Rh321Mf842l66huDnLqhAKcWYPZGR0C65+CYOddRI8GCrxEREREpE/E/5/3ioYAG0obEsff3lJFkz90qJZ11AhH2iq2XttckfKa5kBbEBYIt7WfBsNRXKkGydfv5oSWt/lbZCFm9ohun//2nrfZ/vbzAAxesLDba3O7mMnlcdpwO+2Joc6f7LWCAg2sl0Ml0dLY5QyvILY0L2YXgVeWO4vGgCq8jnbBcJSGVuv/Dra1NPa2wsv6vWmaJoMy3TT6w4nwDJL/js6fOAiP085Pw5/BUbUJ/vlFiKT+DyFHMgVeIiIiItIn0lyxHf0a/WwsbcRpN/jj9XPYUd3CzX9fm9RCJ31vW1Vz4vutFakrShp8oUSwFYj98zBNMza0PsVHgw/+AAb8NXxuop0mlS21W/jBy7dx4To7zgnjcQwa1O1au6rYcjtiFV6xD3GbShsYnOlOmv8l0p8ciQqvFCdjgZfRxS6NYM3xUkuj/Nc/1nLcj14F2loa97nCy5MDtGtpBAoyrN+J1c1tVV4TBmUkvh+a7cHttP9/9u47PI76Wvj4d2artqgXy5bce8V0GzDN9F5Cu4RUSCA3AdJ4QxICXFKBJBAgIbQUIBBI6L3axjYGG2xw77Z6b9vLzPvH7K52tbuSbEvGls7nefLInpmd/Y1MpJ0zp/CmdgRNC+6Aza/Bqz/c9ws5yEjASwghhBBCDAhH7Gl1fWeAmnY/I/NzOGV6Gb++YBYfbG3mpTW1X/AKh573NzWyIjYN8+/LdmJWFewWlW2N3ozHd/ojlMaCR/EMr3hvImvPKY2b34QVDxKZej555eOZPSo/6zr+tf5JvvVigIJOjVG//GWf6y5w9lLSaO2e0ri2toOZo/L6PJ8Qg0VV4gGvDBGveEljTg6aL3PJmJQ0CoA3Y1m3mqYnMrz61cPL6gKz8fMyPt1Wi2V4gTFBNy7+MOOHp042/h57iNE09ctw5Ldg1WPQlTn7d6iSgJcQQgghhBgQ8Q/bDR0BWjzBxBPos+eUA6lPosXA+OpjH3PpXz/ks+p2nvq4iq/OH8txk0rYlpTtFafrOp3+cOJGKRg2buDjmXcpJY07FsPTV0LZdKzn/p7Xrj+OWRWZA0+haIj2115h7pYoZTfdRM6cOVnXW1loNM3Pz9KE3m5RsZtNRDSdzkCYrY0eZo7M7fsbIcQgMfUjw8tcXITW1ZWxcb1keIlkvnCUQDiKopBxMm4Kf1siuwu6M7wWTCpJ/BxvSurjFY7q5OVY+N+TJgFgsyRl804/zziobs0AXcnBQQJeQgghhBBiQMT7Q32wtZlmT5CiWBaP3WxCUcAbivb2ctFPuq7z8JLtrNrVPY3xy498RJHTxvULJzGhxMXOFm9KTy8wbnpCUY0Sly3xdzAmNAKpJY3v/Qpyy+HLz0NOfq/rWVqzlMlbfGi5Tgqu/J9ej33ym0fzmwtnJTIVejIyvIysh093t6PpMEMyvMQXKD5rIZq1h1cYc9kIACKNjWmHSMBLQPd/R75gBH8oSo7FhKIovb/I35bo3wWQa7fw3g9P4I4LZlKWawwgSR4KY5Smd5/TFvuZHopoUD4bUKBu9YBcz8EieyG+EEIIIYQQe6ArYAS8Vle1Y1YVDh9bCBhTzhwWE77g8GuYOxh2tvi445UNJN8rdfjD3Hv5XNx2C+NLnISjOtVtfsYWOxPHdPqNhsklPUoaQz0DXt4WqFoBC34EjsI+1/Pajtc4q0rBffiRfd7AVRY6uOzI0Vn3W0xqosznK49+BCAljeILpSgKJlXppaQxhGVEGQDh+nqso1P/+3Zb3XhDXnRd7zvAIYYsm9mEPxzFG4riD0f77t8FsYBXfsqmcbGf6SUuFZtZpSppInI4ktqLMZ61G4poYHNDyVTwtez7xRxEJOAlhBBCCCH2mabpdAXCfGXeGJ5eWUUgrCVKGgEcNrNkeA0QTyywWJ5rp9kb4t7L5hKOapwzZyQAE2KNi7c1eVICXlsbjTLH8cVOSmhLZHillTSueRJ0Daad0+da1resZ/vKdyht03Ade+yAXF/PvjYj8+wDcl4h9pZJUXovaRwRy/BqSO+P5LQ4iegRgtEgdrP8tzxc2SyqEfAKRgiEtb77dwEE2qF4csZdqqowutDBrpakgFeP4SM2s/Ee8Z/1XLsU1H687xAiJY1CCCGEEGKfeUMRNB1GFeRw3pxRAJS4uhuTO60mfCHJ8BoI8dLRO780hw9/cjKnzxyRCHYBTCgxglw9+3gt396CSVU4t+spPrZ/h4nr/gRd9YSj8ab1KmhR+OivMHo+jJiVdQ0t/hZuXXYrl718GSd+poPFTN6ZZw7I9fXMfJCsGPFFU1WjUXgakxV0DXNxEWBkePXkshgBaE84va+eGD7i/bqMgFc0Ubrdqx4ljT2NLnSwOznDK6qnlDSmZHjBsAt2gQS8hBBCCCHEAIgHYVw2C1fNH4NZVRKZRgAOqxlvUDK8BoI39r12280UZph2mO+wUui0sqM5dWrc8m0tnDAiRPHKuwGYseXP8PtpOD77OwBWJQLv/wbad8PR12Z9/45gBxe+eCEvbH2BbxWfx8JNVtwLF2LKzx+Q68uxdt+inDlrxICcU4h9YVZVolqmgJcxfMFkt6C63UTqM2R4WY0AtCckAa/hLJ5t5etvSaOu9xnwqix0pJY0RrOUNEaH7+9eKWkUQgghhBD7LB7MctpMzBiZx6qfnUJuTvdHTadNMrwGijf2fczW+B1gTJGDXS3exN99oQirq9p5uvIlUEwcE7ibG06o5EvND1C65OdcbbqEE9/6MXirjWleU8/Keu7ntz5PtKWFf1SfjPmlF9BVlaKvfGWfrmlORR5rqjsAY8gBGDdrv7/kkH06rxADQVXIEvCKBZxjfbzCDekZXm6LGwBv2Ju2Twwf9tjERG+ou2l9r8I+iIZ6DXiV5drxhowySafNTDiqpUzbjWeVxSfyDkcS8BJCCCGEEPssHsxyWo2Pl3kOS8p+h9VMR6xputg33dl02T/Kjy1y8tGO7imOH+9sAy3MzI5F6JNPp+bTEhptY+CCB9H+OIef6k/iMU+G//kPTDwZspQRekIenv3wYe59WMEcfIf8iy+m+LprsZSV7dM1/efa+cTjCZbYTdq0Ee7+9bkRYpAZTet7C3gZkxozZnhZYhleUtI4rCUyvIJGhldujqX3F/jbjK+9TMktjrUNaPYEYwEvPUuG1/ANeElJoxBCCCGE2GfxDC+HLXOAwmkz0VK9iYefetYo1RB7LV7S2FeGV22HPzGJcfXGbfzT+htsgSaUOZeiKBAMR8FZzPpTn+AfkVNYf8oTMGlhxmCXpmu8X/U+33zzm5zwfhv2QJSx/36a8ttu3edgF4DZpCZuzvyx4QZuex83hELsJyZVIZqxh1fsv9FoCHOWDC+XNdbDS0oah7VED69QrIeXpY9QjL/d+NpLhld84m6zJwgYga1MPbyGc4aXBLyEEEIIIcQ+65nh1ZM/GOE56y/45sZvwEMnwgd/gJCU+OwNTzy42Ev205giB7oOVa1+iEY4f801HKZugfP/gjL1LGxmNTG5qz1/BrdEvobqKs56vjs+vIPvvvtdqGvkjNUK+eedT86MGQN7YTFzKvIpdtm48ZTM08mE2N9MqoLWV0lj2QiizS3o4dRMVsnwEmBMaQTjgUW/englMrz6Dng1dRkBr/QpjZLhJQEvIYQQQgixz7yh7h5emURad1CsdLJFGW1keL19K7z3q/24wqHDG4zgtJpQ1ezTC8cUGTfZu1q8sOZJxkR38cyYW+GQywGjvCYe8ArHboaSb5SSLa5ezKtr/s1tm2byf49HMdnslPzvdwbwilLlOSys/NlCDhuT/UZPiP3JpChE+ippHFEGuk6kqSnlkHgPLwl4DW9qLHPWE4waPbz6mtK4lwEva3JJY+zP8Z/1w5EEvIQQQgghxD7zxcrsHFkyvEYHtgDwSNGP4FuLYPIZsP4FKW/cC55ApNdyRjB6eAHUNDShv/9bVmsTqBlxcmK/keFlBCn9IeNmKFO/LG/Yy+1Lb+VnL9mY9t/V2CZMpPKvD2IZNWqgLkeIA56aNcOru6TRMsKYKBru0ccrkeElJY3DWrwHXDBi9PDqsz9hPwJehQ4rigJNnhAA4UhqDy9FUbCaun/WD0cS8BJCCCGEEPsskeGVJeB1wwwfId1Eu2uisWHK6dBRBS1b99cShwxPKNJrw3qAAocFt93MtM9/B121/F/4SnId1sR+m0VN9HXp7gmWfgN276p7OP+/9UzY5mPEbbcx+tFHcBx66ABejRAHvqw9vNRYwEsLY471sov06ONlMVmwmWwypXGYi2cIhiJarIfXvge8zCYVl81MZ2wgTDiqYTalZv7azCohyfASQgghhBBi7yUyvLKUNJZ4NlJlGYs3GttfcYTxteaT/bG8IcUTiOCy9x7wUhSFy1xrOLTlJXxzvsYqfQp5SVPB4iWNmqZT0+4HUqc+arrG71f9nqZ/PcHJa3SKrrmGgksvGZwLEuIAZ1KzlTTGM7wiWTO8wMjykpLG4S2e4eULRQlH9b4DXoF2o2TW4uj1MJfNnJjcG+pR0ghG43oJeAkhhBBCCLGHwlGN655YxeMf7sIbimI1q5n7QOk61K1hl2VCdy+RkqlgcULNyv276CGgviNAWa6994PeuZ2fen7JFnU8tYfcAEBu0tTDXLuZT3e38dW/fcw97xjlpsllkn9d9QChex/m6jc0HMceS8kN1w/4dQhxsDApWUoa1dj/Z7QwqtuN4nAQqU+f1Oi2uiXgNczFA6YdsWysfvXwsudnnJqbzGUzJ7J0ezatB1IGlAxHEvASQgghhBB75YkPd/Hq5/X87Pm1/GXRNhzZPsBvfQd8LezMmd79pFk1wYhZUL92/y14CNB1IyNrVH5O9oO8LbDkbtYXncoFgV/QFDUyBJIzvH561nS6ghEWb+5usB2/UdJ1HeW+v3PeCp38Sy+l8r4/oahy2yCGL5OqJDJ0UnfEM7zCKIqCpbSUcEOWDC/p4TWsRTXjd1884NWvHl69lDPGOZMyvMJRHYs5NUBmNas0dAa46dnPuOTB5USG2cRG+c0lhBBCCCH22Mb6Tm57eT0zRuZy4aFGA/N2Xzj9QH87vPhdKJnKx7mnpT5pLp0Gjeulcf0e6AxE8AQjvQe8di8DoG7Klfg1ExvqugDIzenO4DpsTAFPXzMv48s3t2xkzmceOo6dSfltt6La+8gmE2KIM6kKWh89vADUvFy0rq60w1wWl/TwGuYi0R4ZXgMU8Oorw8tqVlmypZmnV1bx0Y5Wdrf69mL1By8JeAkhhBBCiD325joji+HRrx7BnRfPAcCdqZH6Wz8HTwOc/wCq1Z46LapshtGnpCu9BEhkVhvrtzWqoJeA184PwGwnd/xRAHxe3Q6kljQCTB+Zy5PfPCrt5avff4Y8H1ScddHALFqIg1z2Hl6xn3lRI+CgOhxovvSAgvTwEtG9KWnsV4aXKSnDK72H18JpZZw1u5w/XGr8nt7WNLwCr713uxRCCCGEECJG13Ue+WAH584ZyYodLcwcmZfoJbXmF6cSDPcYfa5FYe1zcMjlMOowbObVicmAgJHhBdC4DnLL99NVHNzqOwIAjMjrJetq23sw5hjGlOYD8FlNB5Ba0hiXnzS5Ma7r3feIqlB+8pn7vmAhhgBVyVLS2DPDy+Ek3NqWdpjb6pYMr2EuLeDVV4aXtwXKZvV5XpfNgjdo/O4NR/W0DK8fnz4VgM6A8b5bGz2cMr1sj9Z+MJOAlxBCCCGE6Jf6zgB3vLKBQDhKuy/MiKTG6Xk5FugZUGneDKEuGHMsYEwGDCX3Dymdbnxt3AATFw728oeE+E1LpuAVAB3V0LwJDr2KErcNu0Vle5OXUreN3AyvKXCmbmvyNTH6s3o6p1diys0d8PULcTDKWtKY1MMLQHVmz/DqCqWXOorhI54hGO9j2WsPr0AndNVC8cQ+z+uKZXhFNZ2olh7wisu1Wyh129jaOLwyDSXgJYQQQggh+iX+ZHpbkxdvMJIy1S+j6tgExorDgdi0qOQsMEchuEYYAS/RL/HSFVe27/22d42vE05CURQCsYy6758yGZOaPu2roEeG19KP/sOUZlD/59SBW7QQBzmTqiR6MKVIZHgllTR60zO54j28dF1H6WPqnhiaemYI9lrS2LTJ+Bp/KNQLZ6yHVzj2MKln0/pkf73q8JQHVcOB9PASQgghhBD90uGLB7w8eEPRvgNeNSvBngeFE4As49FLp0H1x9K4vp+8fQW8trxlBBFj5aLxyZlnzxmZ8fCeWQbNr7wIwNizLhmI5QoxJJiUbBle8R5e3SWN2TK8onqUQDQwmMsUB7CIlvq7r9eSxsb1xteSqX2e12kzE9H0RPZvzx5eyQ6pzO+9HH4IkoCXEEIIIYTol0SGV6PHyPDqq+lu9SoYeSioxkdOm1klFNXQk28cZ19qlD5ueHGwlj2keAIRFKU7kJW6sxE2vw4zzodYFslz1x3DY187InuALObIcYW8/PHjTHl/By3TR2IbPXoQVi/EwclsytK0Pq2HlwM9EECPpvYzdFvdAHQEOwZ1neLAlZbh1WvAawNYHJA/ps/zxn+2N3QEU/4uDBLwEkIIIYQQ/RIPeHlDUXx9ZXiFvMZT6lg5I4DNYkLXjca6CbMvgeIp8O4vjSb3oleeYBSX1ZxeFuVrhccvMjLlDv9GYvOUEW5OnFLa6znX334aX569Bfv1vyQvqDLj5l8OxtKFOGgZ5dha+g61Z4aXAwDN7085bGzuWAC2d2wftDWKA1vPgKnd2ksopnG9kd2l9h2uiQ+OWV9nBFPd9iz9HYcpCXgJIYQQQoh+iQe84np9kly3BvQojOoOeMVLLYKRpMCWaoITbzYarX/+7ICu92D0ye62RJ+uTDzBcHqgMRqBf5xr9H25/F9QMnmP3tNs0gj/310Ue1XGPPwIBYcfvTdLF2LIsllMBCIZAvLxpvWxYH0i4OVNLWucWGA0H9/atnXwFikOaNHoHmR4NW3sV/8ugDmVeQAs2dIMgNsuGV7JJOAlhBBCCCH6pbNHwMth6+UDe4+G9QA2i/HRc1N9j2ll086Fokmw+okBWefBqjMQ5sIHlnHDU59mPcYbjOLs+X3fsQjqP4dz/wSTTtnj933n/b8xbXsY/coLyDtSgl1C9GQ3m3rP8NK6pzQCaY3rC+2FFNmL2NouAa/hKtqjB1zWKY3eFvA0JPow9mVErp1St41l21oACXj1JAEvIYQQQgjRL52BCLl2c+IDda8ZXjUrjf4jzuLEpniG18V/WZ56rKrCtHNg5wfgbxvwdR8s4kMB1lRn7/PTFYzg6lmysu6/YMuF6eft0ftFmptp+stfGHnDH/E6TMz8yvf2eM1CDAd2i0og3EuGV7yk0ekEyNi4fmLBRAl4DWPJJY0Wk4IlW3P5ptjU4n4GvBRFYU5lPq3eENB7SaM+DIfDSMBLCCGEEEL0S4c/TJ7DwoQSFwBOay8Br+pVKdldAI1dwezHjz/eKIGszZ7dNNS1+Ywblt6mbHmDEVzJGV6REGx4CaacCZb+Td/SvF6qvvVtthx7HM1/vIe1lVD7u2uxlPbe60uI4cpmNmUOeCWa1htlyN0ljd60QyflT2Jr+1Y0PUOmmBjyoikBr976d+1ZwAuM6Ytxub1keP3Pq//D71f+vt/nHQok4CWEEEIIIfrFH4qSYzElAl5ZSxrbdkJndUr/LoCLD6tI/DkS7XHTN2K28bX+84Fa7kGnLZbhZTYpWY/xBCKpmXU7l0CgA2Zc0O/3aXnkETyLF1N83XU89//m8cCV+Sw8/mt7vW4hhjq7RSUYyVTSGPsZmMjwMn42al5P2qET8yfij/ip8dQM2jrFgUnXdaKajj1W1m/qOXQkWeMGsOeBu7zf559TkZ/4c7YMr85QJ2ub1+K0OPt93qFAAl5CCCGEEKJforqOSVWZWGrc1GUsadQ0eOl6Y6T61LNSdo3Mz+FXF8wCMmR7OQohd9SwDni1xzK8zGrmmyFN02n2BFNvaLa8BWa7kSHXD1ooRNu/nsJ14ol8cEYFT6uruGjKxTgsjn1evxBDld1iIqLp6YF6RTGyvGI9vEz5RgPxaHt6WfKkgkmANK4fjuLZXY5YVrSa5Wc8AN4mcI0w/tvqp1kVxn93ZlVJBNV6WtO4Bh2duaVz+33eoUACXkIIIYQQol80TcekwrwJRZS6bVQUZAiSfPQgbH8fTvsVFIxJ212eb5Td1bb7019bOs2YNDhMtcV6sGQrd1m5q40Wb4hjJ3b3RWPrWzD2WLDk9Os9ut54k2hbG58cW8Yty27h6PKj+fbsb+/z2oUYyuJBhECmLC+TJZHhZcqLBbw60gNeE/InAEgfr2Eo3r8rPpnR1FvAK+QBm3uPzp+XY2F8iZPcHAtKhkCZrus8sfEJ7CY7M4tn7tG5D3YS8BJCCCGEEP0S0YwMr0Mq8/nopwspdFpTD9B1eP83MOFkOOyrGc8xKt8IzNRkCngVToDW7cZ5hqF4SaOa4YYlqun89vWN5OVYOGV6mbGxdQe0bIWJ/Z/M2P7005grK/i19jLHjDqG+066T7K7hOhDfKJe1j5e8R5eLheoKtHO9ICX0+JklGsUW9q2DOpaxYEnnuFV4DSycz2BSPaDgx6wufb4PY6dWExlYeaf5U9ufJKlNUv5SeXXsYeG1+9XCXgJIYQQQoh+0XSdXtpLQVc9BNphyhlZyzHK84wMr7qOQPrOognG021v074v9iAUL2nMdFP92NIdrNrVxq3nTscZLyVd9Tfj66S+A15aIED9r36Fb+VKmk49FG/Uz9dmfA2LKftELyGEwWaOZXhlnNRoTmR4KaqKye1Gy5DhBUaW19YOyfAabuIZXsfEsnNDPUtjkwW79jjDC+BnZ03nX1cflbZ9a9tW/rr4bq6pnsTMnz5B3c9v2eNzH8x6Ga0jhBBCCCFEt6im916K0bzZ+Fo8KeshbruFXLs5c0ljoVHyQ8s2cA2viYE17X5eXFMLgCeY+vS/oTPAnW9sYuG0Ms4/ZJSxsWkzLL8f5lxhBAp7oUci7PryVQQ+/5yCK6/k74e2UtBUwOFlh/f6OiGEIZ7hlblxfXcPLwA1Py9jDy+AkpwSNrRsGJQ1igNXPMNrZJ6R4TwnaapimpAHrHse8LKaVaw98pn0aJTV3/s6D6z0o+obUMeMpvg71+3xuQ9mEvASQgghhBD9EtX0jOV2CYmA15RezzMyPydLwGuc8bV1G4yZt5erPPiEIhrfeeITwlGdhdNKWbatJWX/pvoughGNq48bZ/Rn0XV49QdgdcApt/d5/qZ7/0Tg888ZeefvcJx5OoueXsApY07BpGaZsimESGEz91LSaLJAtDtIbcrLz9jDC8BtdeMJp09wFENbRDMCpSZVYcPtp/f+4CjYuVcZXpm0PfMMMz5uYvsp0zjpmtuxz5iOog6vIr/hdbVCCCGEEGKvRTUdc281jc2bjSfT7hG9nmdkfg417RlKGvPHgGo2+ngNIy+srmF1VTu/uWgWM0fl4QtFExkBq3a1cdWjHwFQlmuUg9K0CXYshgU/BldJr+duefhhWv76V/K/dDG5Z5/Nxw0f4wl7OLHyxEG9JiGGkkTT+nCmDC9zSoaXKS+PaGdnxvO4rW78ET/haDjjfjE0xX+em1WFHKsJqzlLGEbX97qHVyZNT/+LnaUQ/O7/kDNr5rALdoEEvIQQQgghRD9F9T4yvJo2GeWMfYxTH5lvz5zhZTIbQa+Wbfu40oPLxztbKXBYOGtWOa5Yf654WeM973Q3uC5x24w/1K02vk48Oes5PYsWsfPSy2i8625yzzyTEbfeiqIovLf7PXLMOcwbOXwy6ITYV4mSxoxN67t7eAGY8vOJtrZmPI/LYgQyusJdA79IccCKRI2Al9pbZhdA2A96FKz7HvAK19aibdjMkhkqkwom7/P5DlYS8BJCCCGEEP2i9dnDawuU9F7OCEaGV4c/jDeYYVJV4XijpHEY+WR3O3NHF6AoCm57asArL6e7qXyiWX3dGjDboShzr7RwQwNV132HSFsbZT/9KSN/+xsUkwld13m/+n3mlc/DbrYP7kUJMYQkpjRGspQ0at0/y8wlJUSamtAzTJt1x3ozeUJS1jicxJvWW3qd+oLRvwsGpKSx8/U3APhkosKE/N77PA5lEvASQgghhBD9EtF0zNkCXoFO6KrttWF9XLxxb11Hhiyv8jnQsB7advZrTU+s2MXamsz9cg4Gbd4QWxs9HDamAACXLXVsfTzjK0XdZ1A208iIy6D938+ApjH6kYcp/PKVKBbjnE9ufJJ6bz0LxywchCsRYujqntKYraSxO+BlKStFD4WItrenHRoPeHWFJMNrOInEpjKa+yopDMb+u9iHgJeu67T87W803nUXDRML0UaX47A49vp8BzsJeAkhhBBCiH7ptWl9S6z0ro+G9WBkeAGZ+3gd/nVQVFh2X5/n0XWdnz63lrP/9EGfxx6oVu5qA+CIsYUAOG1GJkk8w8sf6pEFp2lQ/xmUz854Pj0Sof2ZZ3AeeyzWysrE9g/rPuTOj+/khMoTOGv8WQN9GUIMad1TGrM1re8uaTSXlQEQaWhIOzQe8OoMZe7xJYamSFIPr14NQMCr8Te/ofE3v8W9cCEPfa2c8cM4uwsk4CWEEEIIIfpJ03spaWyKT2jsu1fIyHyjnC5jH6+8UTDnMvj0n+BpStn18c5W/vrBWt7e9TZLqpfwWcNmVFsNJucmVjeu5qHPHuL6d6/HG/bu0XV9kT7e2YrVpDK7Ig8graSx3W/cSN9+3gzjBe07jSleIzIHvLwrVhBpbCT/Sxcntmm6xs+X/pyxuWP59bG/RlXkFkCIPdF703pLStN6c2nfAS+Z1Di8xHt4mU19/OyNlzTuZQ+vSEsLrf98nLyLLqT8D3ezJbCbcXnj9upcQ0XmPGghhBBCCCF6iGh69qa7zZuN0p7C3j9c+9eswbL8Qy7dtImubS44cnT6QcdcD58+Dh/9FU76aWLzpY8+T87oR1C3dWdHOMcbX7/82mOJbfd9eh83HXlT/y/sC/TRjlbmVOYlMkh6ljS2+cIcN6mYq+aNNV5Q84nxtXxOxvN1vfkWisOBa8GCxLYNrRuo99bzy2N/iWsAmiELMdzYzbEeXpma1pssEE0taQSjl15PbouUNA5HYS1W0thXD699zPDqeust0DQKr7qKBn8j/oif8fnj9+pcQ4UEvIQQQgghRL9ovfXwatpkNJw3WTLvB7wfrqDqmmvQQyG+CoTuXELk1NcxFxWlHlg8CUYeAjUr+bTxU97Y+QaBSICc0W+DovOH4/9EsSOfNzav5qHFNajRAh79+mwK7YX8e9O/eXrT0xxedjgnjT4JpY+JkV8kfyjK2poOrlnQfUPiSmR4GRkjHb4QYwqT+q/sWgpWd8YMLz0apevtt3EtWIBq725Kv7hqMQoKx446dpCuRIihLdG0PlsPr0h3eba5pASASHNz2qHSw2t4imd4Wfrs4bVvTes733gD69ix2CZPZnvtUgDG50nASwghhBBCiD5FdR1TtgBS/edQcXjW12p+PzU33IBldCVjHnuMi3/1Er98/S5aH3uM0h/+EIDqrmqW1y2n1lOLx6HQFdjBa69/FbNiJs+Whx61E6i/kMnuIxld5GBXbQmRztXk5VgSwZzrDrmONU1ruOH9Gzix8kTuOfGeAzbo1dAZIKLpTCztzrqKN6nvCkRo7Aqws8XHgskl3S/a+QGMPjpjw/rOV18j2tJC7qmnpGxfVL2IOSVzKLQXDs6FCDHEdTet77uHl2K1oubmEm1uSTvUYXGgKqoEvIaZRNP6Pqc07n2Gl3/dOnwrPqLomqtRFIXt7dsBCXhJwEsIIYQQQvSLppG5pNHfBh274YivZ31t5yuvEG1vp+JP92IuKaGpbCy7pxyK+aWX2HzZUWzr2M69n9xLSAthVsxY0PFbopxYcSK/Oe43OCwOZt36BlogQpMnwOgiB01dQQCcVlPifUodpTxzzjP8ec2f+etnf2V53XLmj5w/4N+LgRCMGDdB8ewR6A54eYNR/vTOVgBOnznC2OlpNEpHD/mftHN5Fi2i9uabyZkzB9fJJye213vrWdeyjusPvX6wLkOIIU9VFawmlUCmpvWqJWVKI4C5qIhIS3rAS1VUnBanBLyGmXCsab2lvyWNe1B6Hti0mbqbbyawbh2mggIKr7qKiBbhpe0vMco1igJ7wd4ue0iQjpVCCCGEECKjntkMEU3LnOG1fZHxNUsjdV3XaX3iSWyTJ5NzuJEFZrcqfDjJgtbQyD1/u5a7Vt7F7JLZvHj+i3zy5U9YMfFq3tldwz1H/SIxUr3QaQVIBLpavSEgPQhnVs18a/a3KLQX8sSGJ/bu4veD+MS3ePYIgElVyLGY8ATDrK5qZ/6EIuZPKDZ2bnvP+Do2tTQx2tFB9Q03Yp80icqH/opqsyX2vbbjNQBOG3PaIF6JEEOfzaISzFTSaDKnZHhBPOCVXtIIkGvNlab1w0wiw6tfJY0KWJ39Oq+uadTedBPh+npKfvB9xv3nWcyFRmn/xtaNfP+w7+/jyg9+EvASQgghhBBp3tvYyNSfv87amo7EtqgGpp5PqLUovP9rKJoI447PeK6mP95DcMMGCr9yFYqiENEi+N3P8srkj/G5LPx85WieP+lxHjntEcbljUNRFJT8SkqjUZTO6sR58h2pAa94hpQ/lJ51YTVZuWTKJSyuXsyuzl379L0YLPH128ymlO0uu5kWT4iN9Z3Mrsg3Nlavgld/CEWT0hrWd737Hrrfz4jbbsWUm5uy79UdrzK7eDaVuZWDdh1CDAd2iykRpE7RY0ojgKm4mGhLa8bzuK1uOkOdGfeJoSmixac09iPDy+aGfpbhe5cuI7hxI2U//hHFV1+NZeRImv3N3Pfpfcwrn8cpY07p+yRDnAS8hBBCCCFEmk92twHw7KrugJOWqYfXZ/+Gpo1w0s8z9pVqffwJWh58kPwvfYm8Cy9kWc0yzn/hfLqsi3GqC5l0x++wbKuGq/8fwXUbul9YMNb42rItsSkvx2iIv6nBKPuI33x6Q0Y5kTcYQYvdWABcMvkSzIqZpzY+tXffhEEWzxaxWVI/khc6rCzb1kI4qjOnIg866+DxC8BRCFe9kDYYoOvNNzGPLMc+c2bK9uW1y9nYupEzx585uBcixDBgt6iZm9b3mNII2UsaAVwWl5Q0DjPxpvV9ZniFuvaonLHj+ecx5efjPuOMxLZ7PrkHf9TPT476yQHbv3J/koCXEEIIIYRIE+8r9XlShlckqmFKLh/UdXj/V1B+CEw/L+0cuqbR/Kc/4Zw/nxG3/oKucBc/WvwjFBQm6t/F5buQ3NNPZ8xjjxLt7GTnl75E1/vvGy8ungQoRs+qxNsZNw3vbWxC1/VEwCgQ1giEo8z4xRvc8Up30KzEUcKpY0/lua3P4QkdeCVEmUoaAUpzbdR3GlPfZlXkwdr/QKADLn8a8kalHBv1ePB+8AG5p5yScnOzrmUdN75/IxPyJnDuhHMH+UqEGPrsZlPmpvWqOS3Dy1xaitbZSbQrPbDltroPyJ9HYvBEtH42rQ96+t2wXguF8Lz/Pq6FJ6NajexnXdd5a9dbnDvhXMbljdunNQ8VEvASQgghhBBp2mL9sarbfIltmk5qwKuzBtp3w9wrM5ZgBDduJNrRQd4F56OYTPxz/T/pDHXyuwW/Y6T1cPwh4ybAcfjhTHj1FWxTplD/81vQfD6w5EDBGGjalDhfNJa9VdPup7YjkCgJBKjvMAJE/15ZlbKGq6ZfhS/s46rXr2Jr29Z9/K4MrGwljSVuowdXkdPKqPwc2PASlM2C0qlp5/B+sBQ9HMa9cGFiW1SL8r13v0e+LZ8HT3kQt3XvRtwLIbrZLGq/pjQC5Mwxyo59K1emHe62uiXDa5gJxzK8LH328OoCW/8yvHwffojm9ZJ7SnfZYmugFW/Yy+SCyXu91qFGAl5CCCGEECJNm8+4gWvoDNLhD9PUFSSq6akBr3gwqiQ9EAPg/XAFAI4jj8If8fPE+idYOHoh04qm4bCY8AW7bx5N+fmMuOUWIk1NtD31tLGxeEpKwCui6Ym42vYmD6GkgFdthx9If4I+o3gG9518Hy3+Fv7n1f+h0de459+MQZItw6ss1w7A7Io8FE8DVK2A6ZmztDyLFqHm5ZEzd25i29b2rTT6GvnOId+hzFk2SKsXYnixm00pQfaEDBleOXMPQbFa8cV+BiZzW910hSXgNZwkmtb3leEV6n+GV8fLL6M6nTjmzUtsq+oyHvhUuqVnY5wEvIQQQgghRJp2Xyjx51P/sIjjfvcu/nAUNTmTK15uWDIl4zm8Kz7EOn48lrJS3t71Nl3hLq6YdgUADqsJXyi1743j0Lk4Dj+c5gcfpOOll9GLJ0PL1kR/nEhUY0qZcTOwrdGT0kB6a6NRIpSpR8qCigX844x/EIgGeHzD43v4nRg82Xp4lcYyvGZV5MOmVwEdpp6d9npd0/AsWYLrmGNQzN390z5p/ASAQ8sOHZyFCzEM2S3ZShotxvCO5E02Gzlz5+L96KO0w+MljZqeIXgmhqTwnjSt70cPr84336TzxZfIv+SSRDkjSMArEwl4CSGEEEKING2+ECPz7CgKdPjDiWbNpuRPj02bwJ4PzpK01+vhMP6PV+I8+igAnt/6PBWuCg4vOxyAHKsZf4abxxH/dzvW0aOp/dGPaHqvDqJBaDemLEY1nbJcO267mW1NXoIRjbFFDhQFnvu0BgBLlhuKMbljWDBqAa9ufxVN19A0nV0t3r399gyI+M1zz5LGeIbXnIo82PwG5I+B0mnpr1+3jmhzM67jF6RsX9WwilJHKSOdIwdp5UIMP9mb1pvTShoBHEcdSXDjRiJtbSnbXRYXOjre8Bf780fsP/EMr75LGvvO8Art3k3dzT/FPns2pTfekLJvd9duVEVllGtU5hcPQxLwEkIIIYQQadp9YeaOLuCd7x/Pry6YldhuSv7A3rzZyO7K0L/Lv3Ytms+H46ijeWX7K3xU/xHnTzw/0VjdYTURjuqEo6k3kLZx4xj71L9wnXAC7e9/jq6RKGuMaDoWk8KEEhfbmz0EIxqjCnKYW5nPp7vbgd6foJ869lQafA2saljF35fv5Pg732ddbUfW4wdbvDzK3iPD64QpJfzotCkcN9YF2xfB5NPSvsdRj5e6n9+C6nTiXNAd8NJ1nY/rP+bIEUfKhC4hBpDNYiIQyZbhlR7wch51FOg6vo8/Ttmea80FkMb1w0i0vxleoa4+A15t/3oKPRik4g+/R0nK7gLY3bmbcmc5VpM1y6uHHwl4CSGEEEKIFPUdAWra/ZTm2hhf4sJttyT2mZQePbyKMzfH9a0wetesKPdw8wc3c8SII7hqxlWJ/Q6rkdXkCxk3kCt3tjLx5ldp9gRRTCbyzj+PaHsXzetd6HXrARI9xMaXONnW6CUYiWIzqZwz0kxBoJPZTVsp97Rkva6FYxZSYCvg7+v+zsc7WwESgbIvQjzgZTWlfiR3WM1858SJWKuWQsRvBLyS6JpGzfdvJLhlC6P++EfMBQWJfTs6dtAaaOWIEUcM/gUIMYzYzGqiDDmFyQK6BlrqvpxZs1BycvCtSC1rjA+R6Ax1DtpaxYEl3rQ+U8l9gq73q6TRt2oV9jmzsYxKz+Kq6qqScsYezH0fIoQQQgghhpOnPt5NOKrx1fljAcixdJfcJWIzvlbwNWfv3/XhCqxTp3L7+j8ws3gm9510HznmnMR+e+ycwXAUciw8tGQ7EU3nox2tnDmrHPfChbhOOonmd9/Ff/d/GDHpcsJRDXs0zGHt1XxS1QTFhXz1mb9S0ribo2PnjagmfOeMxXFEesAnx5zD5dMu54HVDzBTPQoo5PPqLzLDK4pZVTCbMtwE6Tqs+DNY3TDm2JRd/tVr8C5eQulNN+E6LnXfx/VGNskRZRLwEmIgZe/hFbul1sKg2hKbFauVnJkzCaxdm3K4KxbQkEmNw0e/mtZHgqBFes3w0rxeAuvWUfTNb2bcX9VVxSljTsm4b7iSgJcQQgghhEixvcnLqIIcxhQ5AcixdgdkEiWNTRuNr8XpAS8tEMD/ySf4zj2e9uBWbp95Ow6LI+WY+GTCRJZTrI9VvMRRMZupuP8+2m88gYa3G9l+5pl8o3waE9uqcXe28OfYeaImM6U//AH3fVhLtTfKFdvex3b9DZT/6pe4jj8+razv8imX89yW51jr/R32kbPZ2frtvf4+7atgWEub0Jiw8hHY9i6ceRdY7Cm7vMuWgaKQd/55aS/7uOFjyhxlVLgrBmPJQgxbWac0mmIZsNEwmG0pu8wlJfjXpQa84hlenrCUNA4Xiab1ai8Br2AsANpLwMu/Zg1EozgOPyxtX0ewg/ZgO6Pdo/dprUONlDQKIYQQQogUu1p9jCl0Jv5uz5Th1bjB+JqhmXrj7+5ED4X4YGwQt8XNMaOOSTsmfs54xkS82Xwo6YZSURQKTj2KCed24jjqSObuWoNmtqDe/ht+ffiVvDL2aN742s8p+uY3mf2dr/PWmCO56/irUd0uqr99LVXf/jZ6NDUj4xfP70Ct+RFa68lY8j6jSVm059+gARKMaNgspvQd7bvhzZ/DhJPhiPQn+Z7Fi7HPnJlSygjSv0uIwWQ0rc/Swwsy9vEy5ecTbU/NIs21GD28JMNr+IhENcyq0vvP5fh/D72UNPpWrgJVJWfu3LR91V3VAFTmSkljMgl4CSGEEEKIFLtbvIwu6s7ISi5pVOMf2Js2GuV2eamZRG1PPUXbk0+S/7Wv8pTzc04cfWLGBro9M7zifw/1aGLP5FOxWD1UXHM8Tx1+Aa9ecytjLzybpaPnct8hF9MxaToAF8yt4FsLxrPVVsSEl1+m5Ibr8S5aTOfLL6ec7oXVtWysC+FtWEjEN4Y28zvour4X36V9F4xEM2d4bXgJwj446+60ZvWh6hoCn32G+9T0spXNbZulf5cQg8RuMRHR9ER5WkIiwyuS9hpTfj5aZ2dK4F1KGoefiKb33bC+Pxlen3+ObdIkTK70oNjurt0AkuHVgwS8hBBCCCFEQoc/TJsvzJjCpICXNTnDK/ahvXEDlE5NCcjokQiNd96Fc/58tlx2FF2hLk4bm9pwPS6e2RSMxDO8jI+l4Z4lQ+NPgqKJqKsf5dVpJxHOLcRmNjE6tr7kgJHTZiYY0YiqJoquuQb79Ok0/ek+9FAowwoULL75RNRmPm38tH/fnAEWjGQpadyxBArHQ+G4tF1dr78GQO4ZZ6Rsb/G38MNFP8RpcWbMqBNC7Jv4NNVAz59RyT28ejDl54OuE+3sblAvAa/hJxzVsPTWsB4gGCtxtWXP8Aps3IB9WnpWNRgTGgEpZ+9BAl5CCCGEECJhd4sPgDFZMrzMyQGvkqkprw1s3ITm9ZJ/8UW8UfUWboubeeXzMr6PPRboCYRTJxXGp1nFLdvRSviwq6FmFVMimxLvP77YKLm0JgWM4pMfvaEoiqpScuMNhKurafv3MxnXMMU9D3QT71e9n/mbMciMHl49ShqjEdi1FMYel3a8rut0vPIq9lmzsFZ039REtAjXvn0t9d567j/5fkodpYO9dCGGnfj/V9PKGpN7ePVgKsg3drW1J7ZZVAs55hwJeA0j0f5keIXiAa/MGV6RpiaiTc3Yp03NuH9D6wZKHaUpw2GEBLyEEEIIIUSSXa1eAEZn6eGlqgp4mowJjT36d/k/WWUcM3sG7+1+j5NGn4QlfjPYQ1qGV4aSxt0tPq54aAW37JoNVjdf0t9I3DRMKDWegicHjFw2M6ATqNsIDetw+t/EMXsSDb/9LbU/+xn+tesSx+ZYTIwrLEQNTmBx9eI9+A4NDH8oymfV7ZS4U5tcU78Ggp0wbkHaazzvvU9wwwbyL7wgZfuy2mVsaN3ALfNu4bCy9GbGQoh9F8/wSmtcn+jhlbmkESDa3payvTinmF2duwZ8jeLAFI7qmafxJouXNFozB7wCGzcBYMuQ4bW9Yzvv7n6Xs8efvU/rHIok4CWEEEIIIRJ2xTK8knt4JZfdmRQFGmJTx3oEvHyffIppZDk3rP8/usJdnDcxfYpgXOLmMZbhZYllbiXfTHYFjYyJT+ojMPEk5uobExleE0qcaWur6PqUp63/R9k/joU/z0dZdi8VExeTf8ZJdL76Gju/9CWOqjOCXmOLnZS21FJaX8m2jm3UeGr6+y0aEA+8v5XajgDXL5yUumPHEuNrUoaXrus03X8/1f/7v1jHjiXvgtSA18vbXibPlsfpY08f7GULMWz1HLSRYIqVNGbK8EoEvNpTth9fcTzLapfhCcmkxuEg3rS+V4keXplLGgMbjUEx9qnpGV4Pf/YwdrOdq6ZftU/rHIok4CWEEEIIIRJ2t/godtli2VKG5MlSqqLDot+CPR9GHprYrus6/lWrWDsywsf1H3PHMXf02jw9UR4Uy/CKxMa2J99MxssdI5oGZbMYrTRg1wMAjC+JZ3ipEAnB27dyzJKvUKk0Unfo9+GiR+CiRzDZVMrnNjDpnmuwjS7h1hWPcevyR/jFv37KWX/4Pnc//RaTq3Ve2f7Kvnzb9siuFi8PLtrOBXNHccTYwtSdO5dA8RRwlyU2db78Cs1/uo/cs85i7LPPoNrtiX1doS7erXqXM8aekTWbTgix77KWNPbWwysvD4BoR2fK9lPHnkpIC/F+9fsDvk5x4BmIpvXBDRuxjBqFKTc3Zfvuzt28suMVLpl8CUU5RQOx3CFFAl5CCCGEECJhV6s3pX9XT5N3/xt2L4fTfgU5+Ynt4epqIk1NfFDUwvfmfq/X7C5ImtKYCGoZAS9vsLssqCtg3EBqOlA2A4ARgW0ATBnhpjzPzlS3Hx45BT74A40TL2Fh8C52TP8OzLrY+N/hX4NNr2J658eUjV+PrkKFpwn/6AlsOuNygiYb316Ry1/W/IV1Ld0lj4Pp1c/rCUU1bjq9x5P6aAR2LYdxSdldkQjN992HbcoURv72N2nTud7a9RbBaJBzJ5y7P5YuxLCVaFof7n9Joxr7/6vm9aZsn1Myh1JHKW/ufHPgFyoOOP1qWh/P9rM403ZpPh/e5cuxz56Vtm9R9SI0XePK6VcOxFKHHAl4CSGEEEKIhN0tvpQJjckcBJix4Q8w/kQ45IqUfb5VRv+ujRVKv/qI9CwPCsd6d/lD3dkTXQHjBjKiaWgjD0XTFSa0Lwcg125h+U9O5uhdD0Ljerj0cZpOvBMfdjxJQTPOuhuu/wxuXIfzuJMovdjPN0+5Ceuv7qTq7Mt5cspCKja3cUSDix++/0O84dQb08HQ5gtht6iMyLOn7mjZCmEvVHRnxnW8+BKhXbso+e7/omS4YXpx24uMzR3LzOKZg71sIYa1eIZXMGvT+l4CXp7U0kVVUTllzCksrVkqZY3DQCTazwwvqwsy/Jxv+/e/iba1Ufjl9JLFXZ27yLXmUuYoS9snJOAlhBBCCCFiAuEodZ2BlP5dyaYqu7FEvHDkNaCkfnj3r/oEv12laNohlDn7/uCdyPCK9eyKxKYz+jIEvKJRnaizlKXaDKY3vQKRoHFAJARrnobZl8K0cxJTGpPPAUDBGMirgEmnUKy2cd2kDo6ZWEyOKcI7Yw/DNGIE33s+jL+malAyLnY2e/n582v50l+W8cgHO2j3hcjPsaYfGO+NFstm0wIBmu+/H/uMGbhOPjnt8KquKlY1rOKcCeeklJ0KIQZeIsMr0v+SRtVqRbFY0LzpQa1TxxhljV/E0Ayxf0U0DXNfGV7BrozljFooROujj+E48kgch85N27+rcxdjcsfI74AsJOAlhBBCCCEAqG7zoetkLGl0281MUmON3UtTS/F0Xafjg8WsrdRZOO6Ufr1XWsBLM756Q91ZEp5Y0/qorhPVdB6OnkVusB4+fsQ4oP5ziPhh4kKARN+xlAyvZJPPoE3J4+q6X8DLN3LVB6fwp5z7yPvjfZiDUX7xjMrbG17q1/r3xBMrdvH4il1sqOvi5c9qafeFyXdk6LfVuB4UExRPJrBpE1XfvpZwTQ2lP/pR2s3Mzo6dXPf2dVhVK+eMP2fA1yyESBXPSg32LGlMZHilB7zAyPKKetIDXoeUHkJpTilv7pKyxqEuoulY+srwCnmMDK8eOl54gUhjI8XXfjvjy+IBL5GZBLyEEEIIIQQANe1GQ/iKgvSAV77DwmSlmqjJDvljU/YF1qxBr2vgkwkKJ1We1K/3MptUzKqSVNJoZHh1BpJ7eEUS+yKaziJtNtUFR8P7v4FPH4ddHxgHVh4FgCMW8PKFsgS88kbxQ9vPcUU74PNnsUa6ON70GWpumIp772FEU5jy5z9kR/uOfl1Df3mCEYqcNk6dXsanu9t5c31DesBL02Dd8zDqUDpefYMdF1xIYP16RvziFpxHH5VyaHugnStfu5KOYAcPnfoQ5a7yAV2vECJdogw7LcMr3sMre8BL86SXSquKysIxC/mg5gN8Yd+ArlUcWIySxr3L8PKv+gRzaSmOo49O2xeIBKjz1knAqxcS8BJCCCGEEAA0dRmlgiUuW9q+AoeV6couPLkTU3qMRFpbqfn+D+jKs9JwxDgqcyv7/X42s5pU0mh8bfeFEvvjAa8OfzgWGFNYPu2nUDQBXvgOvHULlM2CXCPg44jdkHqCPW5Ik6zXx/OLqS/BTbt47dT3ADBtexfnvHlYTz6ei5bp7PjylXS+8WbGrIy94Q1GcdlMlOR2f1/zcnoEvDa/Bq3bCI25hLqf34LjiCOY+OYbFFx+edr5FtcspiPYwb0n3cuhZYem7RdCDLysTetNsZLGDD28IB7wyvyz5NSxpxKMBllUvWjA1ikOPOGohkntq4eXB2zpGV7h6mosoyszlixWdVUBSMCrFxLwEkIIIYQQADR7YgEvd4aAV46J2eo2OosOSWzTdZ2aG79PuKWF31wIR0ztX3ZXnN1iSsvwavd1Z0l0xqY0RjWdXS1GBoTfPRqufhcufBjc5XDiTxLHq6qCw2rCl62kEaO0RLc4QVXR3eXs1Mqw1K4AYPwf7mXz147HXttKzfXXs2X+MXS8tO8ljr5QBIfVTKm7u0m9t2dQbtmfIG80ze9sB1Vl5O9+hyk/P+P5FlcvpjinmNkls/d5bUKI/rGbUwdtJPSR4WVyOrMGvOaWzsWqWtnQsmHA1ikOPP0qaQx2gTU9wytUXY21IvODpF2duwAJePVGAl5CCCGEEAIwMrxyLCacsdLAZHPZjFMJUu/ungYY3r0b34oVfHz2BLaM0DhldP/6d8UlZ3jFpzR2BsJENSP45U0KXG1rNG4YzapqNMyf/SX4wUaYelbKOZ02c0ofsJ6imo459qTdZlZZqU8hp+5j0HUUq5VTvv97fv3/xvGL/zGxu9JG7U9uxr9u3R5dV0+eYASnzUShszurq74z0H1AzSrYvZzonG/Q+epr5J1/Hpay0oznCmthltUs47hRx6Eq8lFeiP3FljXDq48eXk4n0QxN68Eoa8y15dIV7hqwdYoDTyTaj6b1ofSSRi0UItLQgKWiIuNLdnbuBCTg1Rv5LSmEEEIIIQAjw6vYnWF6YGctX6u/gzq9kM3u7j4ivo8/BuDJwk1cf+j1zCqZtUfvZ7OYkprWG0EuXYdOv3HjGI7qjMg1sqK2NsUDXr0/JXfbzSlZYj1FkkpLbGYTH2tTMAdaoGUrAA6Lg6fPf5ZzLrqJOy9U6bJqbLzz1j26rp58oShOmxlbLEME4MQpJd0HbDNKKz0dI9FDIfLOOTfruT5p+ISucBcLKhbs05qEEHum7wyv3koa03t4xbmtbrpCEvAaysLR/mR4pZc0hmtqQNexVmYOeO3q3EVxTjFOi3OgljrkSMBLCCGEEEIARsArrX9XoBOeuASn7uXroR8xdnR3aUXL8iV0OODooy/iGzO/scfvZzOrSSWN3VkTbbE+XuGoRnm+HafVxNZYhldffVDGFzvZ3pT95jKSnOFlUVmpTTZ27OjuoeOwOPjy9C9z7/mPsXJeEdYP1/LSsseIatl7g/XGG4zgtJo5bcYIbj1nOkt+fCI3nZ406bJhLWHzaJr/+jdMJcXkzMleqvifzf/BbXVzzKhj9motQoi9o6oK1qSfWQn9mNKYraQRwG2RgNdQF9H6yPAKByDQDo6i1M3VxmTkbBleuzt3S3ZXHyTgJYQQQgghAKOksTg54KVF4dmvQeN6zJf9g3/+9BscM7E4sdvz0Qo2VCr8z/QrMzbU7YvNYqK6zU9Vq49IrIcXQJsvnuGlYVFVxhY72dJo3BCa+3hKPqHUxY5mb6IJfiiiccfL6xMN+SNa97Qsm1llmz6Srvyp8MEfIZQ6KW1a0TSu+uGjqMDHf7+Lc54/hxV1K/b4Or3BKA6rCZOq8NVjxlFZ6EiZ2BXe+hm7XlaJNDZS8fvfo5hMGc/T7G/mrd1vcd6E88gx5+zxOoQQ+8ZpNeEL9Qx4xbJio6H0FwCqy4nm7T3DyxMamAEZ4sBk/N7p5XdX0wbQNSidnrI5XFMNgCVLD6+dnTsZmzt2oJY5JEnASwghhBBCANDsCaU2rN/9IWx9G077JUxcmBIMC1XXYG3qoGZiPhPzJ+7V+9nNKhvqOvna3z4momk4rEagp8Mfz/DSsZgVxhY7qWr1A/TZB2VSqZtQVGNXqxG82lDXycMf7OChJduBnj28TIDC2jk/g44q+OAPrK5qp8PfnanhGjcRx7HHcNkyhanbw3z7rW/zzOZn9ug6vaFIxr5oxoLCtK5oJtwZZvTfHsNxxBFph2i6xkvbXuLrb3ydiBbhkimX7NH7CyEGhsOaoUdgHxleJpcLPRhED2UOiLmtbjpDnQO5THGAiUR1LKZefnfVrzW+jkhtCxCqqkKxWjGXFKe9pCvURWugldG5owdyqUOOBLyEEEIIIQThqEarN5Sa4bVrKaDAnMvSju9csQyAvKPn71V2FxgZXgBbGz20JAXb2rzGjWO80e+4ou7+JFZz7x9f547OB2DRpiagu9/Ov1dWEQhHiWp6Ug8v41z1+XNh1pfQl97Dt+9/kTm3vYmmdWecVdx9N/ax47jmX22cE53J7ctv57ktzxGIJDWez0LX9VgPr8xZW3rzdjp22nEdOpmcWek90Kq6qrj6zau5+YObMatm7jnxHsbljevzfYUQA89pM+HrOWE1EfDKkuHlNPoyRbNkeUkPr6HP+F3Wy+/J+s/B4oSC1J/t4eoaLKNGoWR40LO7czcgDev7IgEvIYQQQghBq9e4WSt29wh4lc2EnIK046uWvEGXHeYenb3Bel9sScGr7c3eRP+w9liGVSj2VHxscXfAqyy3R4+xHiaUuJgxMpcXVhu9T/yxgFe7L8yLq2uB7sb38eBZMKzBcT9AiQY5zvQ50N0kH8CUl0flQw9hys3lyod3ME8fzy3LbmH+v+bz40U/pqqzKut6tjR6iGo6DmvmDC/PO68RDZjIP2thyvawFubpjU9z5atXsqFlAz896qc8e86znDT6pF6vXwgxeDJOgY2XNGrZe3gBWcsaJeA19IX7KmlsWAtl06FHYCtcVYUlS8P6xIRGtwS8eiMBLyGEEEKIYU7XdW58ejVAd9P6aBiqPoIx8zO+JrJqDZtHmzli5FF7/b52S2rWU4HTiqpAuy9EVNOJRDUsJoVxxY7EMeV5ffeuOv+QUayp7mBHs5dAWIu9l8qP//MZQEoPL4BQVIOSqUTtBRyhbALgk11tKee0jBjB6IcfQo9E+NGTfh6Y/3sumXIJi6oXccWrV/DajtcIZ7jhPfUPi4HUpvzJOl57D5MtiuvUcxLb1rWs4/znz+eOFXcwNncsfz/j71w29TJURT66C/FFclrNeINZAl5Zm9YbAftsjevdVjchLUQwGhywdYoDSzxbOSNdN0oay2am7QrV1GDN0rB+V+cuFBQqczP39xIG+a0phBBCCDHMtXhDLNvWAkCJO3bzVrsawj4Ymz4NMFRXh6vJQ2DWeGym3jOuemPrUZ5oNank5Vho9Ya48M/L2NLoMTK8kkoai5zWPs97zpyRKAo8/2lNoqTxK/PHJvZ3T2k0Am7BsAaKgqd8HqebPuYEdTUrPlsPgQ5jelZ8vRMmUPHHPxDZXcW0t7dy0+E/5o8n/pFgNMiPF/+YM/5zBu/sfidxvC8pE+SQyvy0dUba2vB8spXcsSGUAuOmZWfHTq5+82oiWoT7T76fv53+NyYVTOrzmoUQg8+RqWm9agJFzVrSaIpneGULeFncAJLllSQU0fD0DCwexCLRXjK8Oqog2AEjUgNe0c5OtI6OXhvWj3SN3KffwcOBBLyEEEIIIQ4yG+s7uf6pT9MzDfoQimgpvanitjR034gVOWMfnnctNb6OTs/w2vrA3QCULViYtm9P2C2pH0XNJoUCh5V3Nzaypqo9sa0wKcil9tYHJWZEnp1544t4YXV3wOur88cyKt/IDuvZwysYMY6pOvTHhDHxN+vv+EP1pfCb0XD3ZNixOHFu57x5OI4+mqZ77mXbwlOYtSXE0suXct9J91FoL+SG927kS/+9ht2du1lT1QHAI185nBOmlKats/Oll9CjGvmHlYGqEo6G+d5738OsmHn09EdZULFgr/ujCSEGXsaSRgDV0suUxlgPr14yvEACXsmueOhDZv7ijS96GQMmrGnZm9bHG9aXpfZwDFfHJzSOSntJKBpiee1yZhWn930UqSTgJYQQQghxkHnu0xpeWF3L3W9uTtmeLQDmD0W59vFVTP7Za/zy1Q1p++P9qk6ZXkZlYax8cNdSKJ4CrpKUY3f87S8oz7zC20famLfg8n26DmNKYncAymJSyXNYqOvozqqyqOpeBX3mjS9iZ4svMXHRbjaRE5sCGX/SblYVVAWCEaPcsMsxmvnBP/HhvL/wi+jXeXPENeAohme+BiFf4tyVf32QUb+/G9Xloup/v0tw6YccX3k8fzv9bwSbT2BD+6dc9OJFPLf970CEkfmpZZih6hqqrr2Ohl/9Gnsp2KcbT/af3fIsOzp2cPsxtzPKlX6TI4T4YjmsGZrWg1HWmLWkMZ7hlb2HF0jAK9nKHiXlB7vk6cBpGuIBr+kpm0NVRsDLWpme4fV+1fu0B9s5b+J5A7nMIUkCXkIIIYQQB6lHl+7gN69tBGB3i48Zv3iDZ1amN1BfurWZ19bWA/DIBzsA6PCH0XUj22t9bSdum5m/fvkwI/gUCcGu5WnljN6GWry/u4c1kyycdOc/KM5JH5W+J+IZVjNH5QFgiWV4JbOYjZuERT86gSU/PrHf5443399Ub9xE2i0mrLEn7PFeKoqiYDObEgGvUFQjiBXzlNMIzPka360+ia6TfgW+Ztj5QeLcqtVK7plnMubxf2KtqKDpnnsBcFgchJpOw7v9Ro4ddSyv1T5GzujHMKndgchwQwNV3/oWvo8/pvjaaxh9TB1tRWP53rvf41crfsXs4tkcX3F8v69TCLH/ZM3wMlmyB7ycfZQ0SsBrSNN1nXBUT/SOTNOwzpjOaHOnbO7O8Erv4fXc1ucodZQyr3zegK93qJGAlxBCCCHEQSIQjuILRWjxdJfO/GXRNpq6gmyo7wTg0aU7015nSnqybFIV1tV2MOe2N3l2VTW6rrN4cxNHTyjqzqTatRRCXTDp1JTzfPb2U5g0qPjfG5hRNnufryee4TW3Mh9VMQJR+TkWACoLjayoeHBqTJGzO/usH+K9vv77aU3svVQs5njAq/v7YbOoBGNlj+FY4MtqVvnyvDEEIxpveCeCxQGfPZX2HqbcXPIvvojA2rX4Vq1KbNcjefzhxD9w5ojrMTu3cfvK7/PStpfY/cEb7Lz4S0Tq6qh44H5Kzj8Kk03nV95NfFDzAdcfej2Pnv6olDEKcYByWE0EwhrRnqXhJmv2kkZnrGm9VwJew1H8vxVLtgwvTwPkpQe1QtVVmPLyMLlTA2EN3gaW1S7jvAnnYVJNaa8TqTLPRxZCCCGEEAecG55aTXW7j0JnapPa19fVJ4I2O5o9VLf5qCjoDg51BrozD8yqwl1vxCYR7m5nVkUeNe1+vnvSROOA5q3w8g1gy4VxqZlGjcvfJ8cMRy64bECuJx7XcdpM3HL2dOZU5hPRdGaMymPp1maqWv1YzXv3fLbIlZoppqoKttgT9uQAoM2spmR4gRHwmlzqJtduZlWNj4uPvg6W3AVjjoEjvpFy3rwLL6TtqafZddVXKLjiCia0F1PvKARgkuMk/LU1RBpeRL9rBd466Cq0M+2Jx3FOmwHL/sQHOXZeb1nDdYdcxzdnfXOvrlUIsX84rcbtsy8UwW23dO/oLcPLkQOKgubtvaSxM9Q5sIsdAiJRLXtm1EEiEgt4mbI1rfe3QfHktM3h6pqM2V1v7XoLTdc4f+L5A7nMIUsCXkIIIYQQB4ltTR62NHowqwpjixy0+8O0+8K8+lkdY4uNAJdFVTnr3g948MuHcfT4IgDavN2ZB8GIxnubmmJ/jvLOhkYATpxaCs1b4JFTjYljX34OrN1BM03XsK/bQcuEIqw5/c+06k2sohJVUfjqMeMS248YW8jKna0A2fue9KHImT65Kl4emTwtK6WkMZ7hZVJRVYW5owv4dHc7fO9mqFsDr/3YGB0/+qjE680FBYz999M0/fEe2h5/nPt0nU6Lg7Z/a6ihIs78JMB3dlvQ7MVs/MpUfl24nKL1P+Tr6texb3meX5eWMiFvAl+f+fW9uk4hxP7jsBkZNb5QNEPAK3OGl6KqqE5nn03rPeHM+4ezYOTgD3iFYw9SLGqW6/C3QU5ByiZd1wnt2IF9xoy0w3d27sRtdTM6d/SAr3UokoCXEEIIIcRBoqHTaOYe0XQOHVPA7y85hN+/uYl7393K8u0tzBtfxG8umsWX/rKchxZv7w54+cJYiHCZ6V3MRHGrIWz2HNa2ncG7LbnMGpVHWesqePF/jTf6xptQNCHlvT/ZvpSK+gjtJ8wdsOvRYhGvTCGteGbX3t7s9MzwAtJ6eEE8w8vIjgsllTQCTCp1sWJHC7qiolz0MDx4HDz/bfj20pRgoLmggPLbbiVy/pe4+5f/4OSqVeTe8gvmAfMA26GHMvLXv2LamDGU1SzjrlV3cfuHtwNQanHwwMIHZLS8EAcBe6wMOz79NcFkBS1zhhcYjeuzNa23m+yYVbOUNGYQjGhkeHZxUIlEjd9z5kwZXroOvta0gFdg7TrC1dUUffMbaS+p9dTKUJM9IAEvIYQQQoiDQCAcpTMQ4ejxhXy4vZVil3EXcNbskdz77lYAfnvRbEYXOZgywk1zUlZXuy/ELeZ/8GXz290nDEOw9nFWaZOZkKvB3zZC3mi47Im0YBfAlrv/j0N0mLbw4gG7pngXnEw9q0yxbdZsZSB9cNnSP+bGA1nJSWNGDy8j0BWMdmd4AZTl2gmENTr9EfIc+XDe/fD3c+Cd2+GM36Sd31teyfMTF/DihGNZ/9WJPPWvd3i5xcSz91+bOGb+qPk847qHnQ8dRzh/LBWXvoDLnrdX1yiE2L9sFuNnQzwrNKGXkkYA1eXM2rReURRyrbkS8Mog/jDiYBbWjP9WMj68CXmNQGmPgFf7s8+i2O3knnVW2kvqvHVUutMnN4rMDu78QCGEEEKIYaKpKwjAhXMruP28GVxyuPGBd3KZi1Onl3HL2dMZXWRkHRU6rbR6g90v7qjiMvP77Bh9MfND97Pl6q38v/KHeTJ6MqVKO878EjjhZvjOhzBmftp7V/3nCQ55t4qqU2ZSMH/BwF1ULMNLzRDwigfB9jbDS1EU/nDpnJRtlti54r26ILWkMdwjw6sszw5AQ5eRWce4BXDkt2DFn1OmNsZ1BYzpbZqiYp0ylY1zFrB75KS040yfPskETztTL3hEgl1CHETigzbiQfKEXprWA5icrqwBLwCXxSU9vDJI+z4fhHptWu9vM74mBbw0v5/OV14h97RT0xrW67pOjadGMrz2gGR4CSGEEEIcBOLljGV5do6fXJLYrigKf73q8JRjC51W2ryxbIOQj7Pq7gOg8vxb+LdSQkWBg4XHLeAvi0Yx74KZuEbkZn3f5kcewXPnXWyogEN+fseAThCMDzrLdMr4vYFlH/q3XDC3ghufXpP4ezxzKxztnrCWUtIYTQ14jcg1Al71HQEml8VuPBb+Ara+Bc9+A775NuR3P2nvShoOEIhE8YejOKwZpmg1fA6F4zNm0gkhDlz2RIZXj8wjNXsPLzBKGqOe7BlcbqtbMrwySH44cbDqLmnM8LssQ8Cr84030Dwe8i66KO3wjmAH/oifka6Rg7LWoUgyvIQQQgghDgLNHuNmqsiZ3puqpyKnFU8wQqh+PfqDCzjS/wHvlH4Vc+GYxPTGhdPLePba+UztJdjl/+wzmu68i+VTFep+eQ3jS6cMzMXEHDomH4BDKvPT9sUnKVr2sqQxk3ggKxRJzvBSMzath6SAVyzYaOx0wmVPQtgPT1zcfcNCd4YXQCCs4QtFsVsyBLzq18KImQNzUUKI/caW6OG1pyWN2Xt4gRHw8oSkaX1PQyHDK9G0PtPvsgwBL+/ixZjLynAccUTa4TXeGgBGOiXg1V8S8BJCCCGEOAjEMwoyZgz1UOC0kkMA5ZmvEvW1cUXoZrxH3bjH77nrv08QNsHOa8/kuiNv2OPX9+WkqWV89NOTWZCUsRYXzyTb14yyZ749j+euM8o0uwNe3dkZNrMpcVMVimioSveT+NJco09avJw0oXQaXPY4tGyFt29LbE5uZO0PRwmEo+T0/PcKdEDbDmPaoxDioGIzZ8nwMln3uocXSIZXNkOhh1cklspszjSlMdBufM3JT2wK19RiHTcu4+++Wk8tgGR47QEJeAkhhBBCHATiQRlbpoyhHoqcVv7P8jfMrVt4b9r/sUybyZHjCvfo/XRNw/fmO6wZr3Lj8T8d0FLGZKVue8bt8ZJGXdcz7u+vI8YWMne08fS8PC8HAJfdkthvs6SWNCaXUNrMKiZVwR/KcNM1bgEc9jX49J/QugNIbWTtD0XxhTKUNO5eYXytPGqfrksIsf9lb1rfRw8vV+89vKRpfWZp3+eDUDzDy5Sph1cg1rfN1p1pHa6txTIyc0BLAl57TgJeQgghhBAHgXhQxtqPnlbT1CouVJfwsvMinu+aysg8OxUFOXv0fr7Vq8lp9dI8fzIF9oK+XzDA4jcHmrZvAa9kVx83jjsvns2Fc7sb/trMKt5YQCsU0RJZYGBkl+VYTPjDWbIMjvsBqGb48AEgtfwmEI7iD0XJ6Rmg3LXUeE1FermKEOLAZo83rU/L8DL3nuHldKH5fOha5gCOy+KiKywBr56GRIZXrIdXxpLGYDzgZfSI1EIhIk1NWMrLM56r1lOL0+Ik15q9FYFIJQEvIYQQQoiDQPxJdzzDIKtwgDEf3U7A5OBu31ms2NHKUeOL9jhDa+dzTxAywcSzLtvbJe+T+OTGAYx3YTapfOnwStSkJ+1TRuTS1BWktt1PKKolSpbi7L0FvHLLjcBV7WogtcGyJxih3RdK7+G1ezmMPBSsjgG5JiHE/pPI8NrDKY2q0wm6jubzZ9zvtrrxR/yEewmaDUehIZDhFYkFOTM2rQ/GgpyxDK9IQwNA9gwvby0jXSMHLeN6KJKAlxBCCCHEQSAR8DL38vEt0AGPXwQ7l7Bk/PfZ6bPS7AnuVTlj8O33WTNR5YSpZ+7Lsvda/PO8to8ljX2ZN74IgOXbWowMrx43JTlWlUCmksa44snQvAl0nWBSYOyyv35IbUeABZOS+pOFfFDzCYyZP6DXIITYP7qb1u9ZDy9Tfj4A0ZbmjPvdViPDR7K8DPEM36FQ0pjI8MpW0mhxGhmCQLi2zji2fETGc9V6aqVh/R6SgJcQQgghxEEg2GOCYEYvXQ9VK+CiR2iccHFi854GvLyrVpHT5qP9mBmJG7H9rTvDa3ADXlNHuDGpCtubPWkljUCvJY2apqOXTDECjZ6GtJuz286dwSVHVHZv2LkEtDCMPXbAr0MIMfi6m9ZnmNKoZQ942SZNBCCweXPG/fGfszKp0WCK/fwfClMaE03rM2Z4dYC9uzwx0lBvHDsic0ljnadO+nftIQl4CSGEEEIcBIKRKFazmr2UoWUbrHsOjr0RZl1MkcuW2DW+2Nnv94k0NbHr5z/BZ4VJZ12+r8vea4keXoMb70JVFQqdVlo8IUKR1Kb1kD3gFYpoHPmrd1jSUWpsqP2UYEQj127mteuP419XH81X5o/tfkEkCB89BPZ8GHf84F2QEGLQZA949V7SaJs4ERSF4KbMAa94TyZpXG+I//z/y+JtX/BK9l28ab05Uw+vQGdqw/r6WEljWWnaoZ2hTrrCXYxyjUrbJ7KTgJcQQgghxEEgFEnvL5Vix2Lj6+xLAShOCnj1t99HtL2dTVdcSri2lj9d5uL4yaft9Xr3VcYGv4Ok2GWj2RMiHE3P8LJbTBmnNNZ3BGj2BFkaGEfEZGfdkucJxv6NpnUtZ17kI9Bir2vZBg+dBFvfgmNvALN1P1yVEGKgmU0qZlVJb6ZutkM4c38uANXhwDpmDMFNGzPuz7PlAdDsz1zyONyYYwGv7U1eWr3ZA4kHg+6SxkwZXp2pGV719ai5uUbPtx7qPEa5Y7kzc/aXyMz8RS9ACCGEEEL0zQimmLIfsGsZuMqgaAIARS4jqJKXY+n3e6y5/1fYqup49JpR/OSr9+OwfHGN1b99/ATafWGumjdm0N+r2GWlxRvEYTWlNZl3WE20ZLjhqmk3bm7rfTprrYcwsfpFSiwncz6fwZN/Mg4qmgRHXgMfPwzeRrji3/AFBhGFEPvOZlbTS+3seRD2GX28TJl/5tqmTiWwbl3GfRPzjZLHja0bOb5SMkBNSQ88sg4NOUjEm9absvXwyumeghyur8cyInP/rhpPDYBkeO0hyfASQgghhDgIBMO9ZHjpOuxaajRDj2VzlefZAfjZWdP6df5d21bDv19m/XQnv/7uC0wpnDIQy95rbruFX14wC4d18J/PFsVKGjN9j3OsmTO8amMBr2ZPkMfy/pd23cF3d1zH/4vcDyNmwUWPgNkGr/0IWrfDefdLsEuIIcBmMRHomeFlzze++tuzvs4+ZTLhqiqiHm/aPpfVxdjcsaxvWT9wCz2ImZKykjP9/D2YhOMZXpmyloOdYOvukxmpr8c8oizjeWo9tQDSw2sPSYaXEEIIIcRBIBiJZg94te2EzhoYc0xik8NqZudvzurXub1hL8tvvobpEZ1Db78Hp6X/Pb+GgiKXjRZPkLwcC7k9MuLsWXp4JQJeXSHCjmKuDP2EJ2y/Q1EVRl7yTygcBzMvgqZN4B4BOfn741KEEIMsa4YXGAMsXCXpLwJsU6YCENy8Gcehc9P2Tyucxuqm1QO51INWRNMZlZ9DTbs/fSLmQSae4ZW5aX1XSkljuKEB+4wZGc9T660lx5xDvi1/MJY5ZEmGlxBCCCHEQSDTBMGEqo+Mr2Pm79E5O4Id3PnR77jt1pOZs6aLyJXnMWHmMX2/cIgpclnxhqK0+0PpGV4WU8YbrtqOAABNniDhqMZOvZxjAr/n2sJHjGAXGNl2pVMl2CXEEGK3mNKb1sf/Px5oz/66qUbWbHDzpoz7pxdNp85bR1ugbQBWeXCLajpOm1FeftCXNMYyvMzZShpjTeu1UIhoS0uvGV4jnSP73ZNTGCTgJYQQQghxEAhGNGyWLD286j8zmiYX978MsSvUxc1PfIUZP/4bX/tPB9HxFRzy/dsGaLUHl2Kn0eC/viOQMeDVW0ljmy+UtF/J/m8khBgSbGY1PQjej5JGc3k5am4ugY2ZG9dPKzLKz6Ws0ciKctmMYrSDvaQxosVLGnuEXqJhiPgT2YGRxkbjuAw9vHRdZ2v7VircFYO72CFIAl5CCCGEEAeBXksa6z+D0ulg6l+3inA0zM0vXMelD25iTMBF+S/vYMbzr6DabH2/eAiKN/gPR/W0wQA5VqOkUdf1lO3xgJeuQ2NXMLG910maQoiDnqooaD1+HvQnw0tRFOyTJxPcmDnDKx7w2tC6YQBWeXCLajouu1FefvBneMVLGntkZgU6ja+xDK9InTGF0Zwh4LWhdQO7OnfJQIO9IL+RhRBCCCH2g/vf28rV/1jZ6zENnQG8wUjGfcaUxgwf3TxNUL0SRqb3hOkpHA3zwtYX+MbLV3H6/SspCloZ/9Cj5F90EYrV2q/rGIqKXN2BPrsl9Xtst5jQdAhFu0uYdF2ntt3PqPwcAFqTpjhKwEuIoU1RjEB3ikSGV+/liJYxownHAhs95VpzqXBVSIYXRlaUO5bhdbD38Eo0rVd7/G4IdhhfYz28wvUNxnEZAl4vbXsJi2rh1DGnDt5ChyhpWi+EEEIIsR/c+Ubmp/rJLn/oQxZMKuHWc1Ob1r72eR2f7m7nxCkZmiEv+g1EgnD0db2e2xv28o03vkHtzrV8e7Gd8fVQ8cAfyJk1c4+uYygqcnYH+3qWJDqtxt+9wWgi+6vTH8EbirJgch41sUyvuKx91oQQQ4KqKPSMd/UnwwvAXFBAtK0NXdcz9mKaXjSddS3rBmKZBy1N09F1hlBJYz8zvBrqjePKUgNeES3Cazte4/iK48mz5Q3uYocg+Y0shBBCCLEfdQbCWfe1ekOsrelI2/6z59cCpAVXaN4CKx+Dw78GxRN7fd9frfgVto/X8ee/qsxdH6T4uutwn3TSnl/AEFSclOHVM0MrPrWxK+nfrbbD+HeYXZGf2BbvR9yzJFIIMbQoCukljWYbmHN67eEFYCooQA+F0H2+jPsnFkykxlNDKBrKuH84iPe8ctljAa9eMryWb2vh9bX1+2Vdeyue4WXq2bQ+2GV8tbmN4+obUF0uTK7UKckf1n1IS6CFs8efPehrHYok4CWEEEIIMQDqOwKccOd7bGvy9Hpcbc+gVZJIVGd7szdt+8hY6dzmhh7nXvpHsOTA8Tf1+p6Lqhbx5voXuOEtGzljxjDhtVcp+d53e33NcJJjNSUyuew9MrzcsT4ynf7uUtP4v+Hsiu6n7WOLjZsUKWkUYmhTyFDSCEbz8T4yvEz5BQBE2jIfl2c1fqZ0hbr2foEHuWg84GXrO+B1+UMf8u3HV+2Xde2t+JTGtKb1wViGl707wyvThMalNUvJMedwXMVxg7rOoUp+IwshhBBCDIDNDV3sbPGxaFNTr8f1FvAKRTVavSHafalP9/MdRtAlL5ZtlLBzKUw4EVylGc/X7G/m5iU38733vsc1H+Vib/Mx4vbbsVZW9uOKhpd4H6+0DK9YlkFyZl7833BSqQtHLFA2pcx4Si8ljUIMcZlKGsEoawykZ+gmMxUYAa9oW+ZeX26r8XPEE+79wclAWLS5iSsfXsGRv3ybJ1fsHvT36694CaDTZvxsDRzkJY1RTUNRMmR49ShpDNfVYxlRnvb6em89I50jsZqGb5/NfSG/kYUQQgghBkBXwMgAylSSmKy6LXPAS9d1wrHG6NuaUrO82nwhLCaF579zTPdGbzO07YCKIzKeLxwN8713v8cbO9/gurxzOHZZB/mXXoJjbt/N7Yej+KTGbCWNnf7ugFdNewCLSaHYZaMw1v9rVH4Oo/JzEtl4QoihSVVIm9oKGI3r+yxpzAcg2t57wGt/ZHj9a8VuPt3dRrsvzNra3n9v7U/xDC+zqpJjMR30UxrDmp7esB6SMryMrL5wlgyvBl8DZc707aJ/pGm9EEIIIcQAiGcAZbpx0LTum6NtjZmf3EdjjXoBtjd5OGxMQWJfiyfE+YeMYlxxUm+P6o+Nr1kCXr9f9Xs+b/6c+0Zcz+iH3iBkt1Ny/fV7cknDSpEznuGVWtLY3cMrtaSxPC8HVVUSGV4Ws8qbNy6QkkYhhrisJY05+dBZ0+trzX1keLksLmD/BLxCUY3xJS6auoJEkqbQftESAS+TQo61fwGvbEMADgSRqJbesB5SMrxC1dVEm5qxTUjvxdngbWBifu89OkV28htZCCGEEGIAxJuab2304AtFUvZ5kv6e1ocrJt7YFowML18owpItTei6TosnRKGrRzlD9cegmqH8kLRzLatZxuPr/8kdn02h9Pq7CdfUMOL22xM3WyJdcTzDy5L68didoaSxviNAeZ4d6O75ZVEVnDYz5p59WoQQQ4qiKOiZihrt+eA/eEoaQxENq1nFbFISfaYOBPGAl0lVyLGY8AUzB7ySHyQFIwdOwK6ncFTH3LOcESDYAWY7mK10vf02AO6TUwfJhLUwTf4myfDaB5LhJYQQQggxAOIZQJoOG+o6OWxMIWAESl74tPup/5bGzE/uQ0lP2Lc3efjz+9v407tbOWJsAaGoRknSJEHACHiVzQSrI7Gp0dfIvZ/cyyvbX+Gbq/KZ/NY68i+5hNIf/zht8pNI1V3SmJrh5bKaUZTUksauYIRRsdJFayzAldaQWAgxJBkljRl25OT32bRedbvBZCLSR8Brv2R4RTSsJhWzqiQmIx4IIomSRoVp5W7eXN9Abbs/rVw8+UGSJxhJGzhyoIhoWubfD4HORP8uz9vvYJs8Gevo0SmHtPhb0NEpc0jAa2/Jb2YhhBBCiAHQ6Q8nmtJ+Xm085Q+Eo3z9sY/5+QvrADh8TAHNnhCt3vSR8+GkgNe2Jk+iF9iOZi/fOHYcFx1a0X2wFoWaT1LKGXVd50eLfsTrO1/nW6YTOfWdNnLPOYcRt90qwa5+SJQ09sjwUlUFt81MZ1JJYzAcJSdWyhj/N7dIKaMQw4KCgpath1ew0/j5nO21qoopP59olimNLuv+LWm0mFXMJjXRKP5A0J3hpXLL2TOIajo/+e/naX3TOnzdDyGyZYEdCCJRPXNJY7ALbG4ira34PvkE98KFaYfUe+sBJOC1D+Q3sxBCCCHEAOgKRCjPs1PssrK2thNd17nhqdWs3NX9JH/+hCLAmOjYUzzglZdjYVuTl/c2NXHWrHJW3LyQn589nQJnUklj4wYIeVICXm/seoNPGj/hDs7npAc+wjJiBCN+ccsB29fkQBPP8LKb07ME8hwWWpKClP5wFHsswBW/kclYsiKEGHp6y/CCfkxqzO+1h5eCsv9KGmMZXuEDqKQxOcNrdJGDm06fwqLNTby3qTHluI6krFtPMLWNwIHEKGnM0rTenovn3XdB03AvPDntkAZfA4CUNO4DCXgJIYQQQgyAzkCYXLuFGSPzWFvTwYa6Ll5fV8/1J09KHPOlwysB2JKhcX28h8qUEe7Etq8fOy59lDl0N6yvNAJeES3CvZ/cy1XrixlzxxOYi4up/OuDmFyugbq8IW/GyFzyHRYqC9OnLM4alccnu9oSGQaBlAwv4+O0VTK8hBgWVIVMHbwS0/bwZw5mxZnzC7IGvFRFxWlx7rcML1ush1f0ACppjMayzeK/+847ZBQAO5t9Kccll5l7e/TNfHZVNR9ubxnMZfZbVOulab0tF8+ixZhHlmObNi3tkAZvLOAlGV57TX4zCyGEEEIMgM5ABLfdzKxReWxp9CSmNZ45q5x544s4e3Y5FQU5uG1mtmTI8Ir38BpXZJQfnjClJGVSY4rqleAogoJxALy24zVq23dzxhIfjqOOYuwz/8Y2UaY67YmJpW5W33IqFQWOtH3zxhdR0+6nqtUPxDK8kprVA5mf4AshhhwFJa28DjBKGqEfGV4FRNuzB8VcVtd+6+FlMSmYVTWlpP6LlpzhBSQeLvSc1tjq68667Znhddcbm3hixe7BXGa/hbVsTeuNDK9QdTX2SZMzZmM3+BrIMeeQa83dDysdmqRpvRBCCCHEAOj0h6ksdDCx1EVU03l2ZTWqAmOLHfzrmqMTx00sc/Va0jh/YhEOm4lvLZiQ+Y10HapWGOWMisK6lnXc88k9nF89AlNrDUXf+Dqq1Zr5tWKvzIuVoi7b1kxlYSWBsJYIeKnxHl6ZnuALIYYcpc+SxvZeX28qKCDy6adZ97utbjyhwS9pDEeNKY2WA2xKozcWvLLHAl02s4pJVdKmHyf3wvT2CHi1+UIEwgdGX69ItLem9XlEGnaQM2tWxtc2+Booc5RJa4J9II+ihBBCCCEGQFcsw2t8iZGh9dHOVuwWU9rUv8mlbrY0pN/MhCPGDYfDauYX58xgRJ49/U00DV67CVq2wMSFvLTtJa589Up0dC753IVlzGicxx478Bc3zE0ocVHitrF8ewvBiBGYtMea25sTAS/5WC3EcKBkLWnMN77623t9vanAKGnUszSKd1vcdIX305TGWDDpQCppbPYYgaz4ZGJFUXBYTHh7NKbvGfB69fM63l7fQCAcJRjREj+rv2jZm9Z3opmdRFtbMZeVZnxtnbdOyhn3UZ+/mRVFeVRRlEZFUdYmbStUFOUtRVG2xL4WJO37iaIoWxVF2aQoymmDtXAhhBBCiANJvIfX2OLuiYi/vWh22nGTyly0eEO0eIIp2+Mljb1mCr39C/joQZj3v/jn/g93fnwnM4pm8NSkX6F8vonCK65AkdK6AacoCkePL2L5thb8IeOmKyeW4WWOBbrkAbwQw4OqZClp7GeGl7m4GKJRou2Zj3NZXfslw8toWm/CYlIJH0BTGltiAa/4IBEwyhrjP3vjkgNenmCUm574gO//YxFtsVLH4AGS4WWUNPb4vaxFIeQhErAAYCnLHNSq89Qx0jVysJc4pPXnE9HfgNN7bPt/wDu6rk8C3on9HUVRpgOXATNir3lAUZT0UTdCCCGEEEOIpul4ghFy7WZy7cYH2DFFDs6Z0+ODalc9R3gXcZ3pBbQ3fgZv/gy2vQe6nihptGbLFOqqhxV/gTlXwKl38N+tz9EWbOP7h32f8FPPozgc5F144WBe5rA2b3wRjV1B1td1AiRKGuMZXgdSSZAQYnBlTIjqZ4ZXPJsnUl+fcb/b6t5vTestZgWzemCVNMYfBhUmTSZ22sz4evbw8oYSQ0Z8gSD/tt7GStu3yX/iDF60/pT5njf236J7YZQ09ngi0mX828cDXuYMAa9QNESTv4lyV/mgr3Eo67OHl67rixVFGdtj83nACbE//x14H7gptv0pXdeDwA5FUbYCRwLLB2i9QgghhBAHHG8ogq6DOxbsWvr/TiLX3uNjVvtueGAec0Ie5liAzwGTDZb9CUYdjnLkHwGwZJr217YL/nu10ThmwQ+J6hr/XP9P5hbOYdSjb9D6/PMUXPVlTG53+mvFgJgf6+P11npjalY8wys+SexAKgkSQgweRVEylzRacsBk7TPDyzJiBADhhgbs06en7XdZXINe0qjrujGl0aRiNqmJRvEHgmZPkFy7OaUdQI7FhC/WpysS1Zj409cAOGxMAQ2dQcobFjFNraJJz8WiOihXtnGq71Xg1i/gClJFonr6tOUGo3guohmFcubS9IBXnbcOgFGuUYO7wCFub3Pey3RdrwOIfY0XnY4CqpKOq45tS6MoyjWKoqxUFGVlU1PTXi5DCCGEEOKL1xkwPojn5hhBrlH5OYngV8Ky+yASZNMZT3Ns8B6WXfAh/KQKzv4jNKxj+ntXM06pw6JEwdsM7/8G7jsCfjce7pkNDevgvPugaALLapdR46nhO0tyaP37Pyi46suU/ehH+/mqh5cxRQ7GFjl4fa3xZL5nD68D6YZRCDF4VIXMXesVxcjy6jPDywhuRBoaMu6PN63PWDY5QCKajq6D1azGMrwOnJLGZm+I4lj/rjiH1YQvVtKYXMpY6LTispmZ0PwObbqLo4P3s/yYR/hv9DgmRLdDJLV1wP62rraDj3a2ppc01n8OQDhoXKclQw+vWk8tAOVOyfDaFwM9pTFT94KM/0/Vdf2vwF8BDj/8cPmEIIQQQoiDVlcgDJAe5IoL+WDNv2DGBUQr51OtL6HTVABmGxz+NbC5sb94A+/ZfgCP/aD7deNPhLHHGZkDh30ViicB8PSmpxlhKiTvnU/JPe9cRtx88yBfoVAUhZOmlvHo0h1Ad0ljd4bXgXPDKIQYPApZShoB7Hl99/AqKgJVJdxLwCuqR/FH/Dgsjn1aazahSLxnpJHhdSBlqLZ4gin9uwAcNjMdfuP3bGNXdxBrVH4OzbU7mNrxAa9qhxLFRLs/zGptIlZegbo1UHnkfl1/su8+aUzjbOgMpO5oWAv5Y4i0dqLYbKh5eWmvjWd4SQ+vfbO3Aa8GRVHKdV2vUxSlHGiMba8GKpOOqwBq92WBQgghhBAHuk5/LMMrW8Br3XMQ7ITDvkpObNR6ysj0WReztKOEz19/lMvnT6bYbYcpZ0Hp1JTT+CN+fvnhL1lUvYhbAqeie18l77zzBuWaRLqTp5WmBbxK3MYTeod1oJ8jCyEOREZJY5YAkdUBYX/vrzebsY4Zg3fRYvTvfjdt0IjL4gKgK9Q1aAGvRM9Is4pFVQ64pvUTSlwp2xwWE3Xtxve1KWngy9QyJ+d99idUPcp9kfMBaPOFWKbNIIKKefPrX2jAyxb7PdGSlJUGQP1aGDGLyEcNmMvKUDJMPanx1GBSTDKlcR/tbUnji8BXYn/+CvBC0vbLFEWxKYoyDpgEfLRvSxRCCCGEOLB1Z3hlCXp88ncomgRj5id6P/l7NOBtc07g7sgldB15Axz3g7RgF8BPlvyEF7e9yLdmf4ujPw9iKinGcdRRA3otIrsjxhbishn/xvF/x+tOmMj/nT+T8+dKnxUhhoNsFY2A0ZexH2V0xdddS2D9ejpefDFtX641FwBPePAmNcYzvKxmFdMB1rS+2ROk2N0jw8tqYkujh62NXTQlZXgd0/of5kbW8Lfcb7FDN0r/OnxhOnCxSp8GG1/dr2vvKT/HeAiWXIZJyAet26BsJuHGBiyl6eWMYExoLHWUYlblYcq+6DPgpSjKvzCazk9RFKVaUZRvAL8BTlEUZQtwSuzv6Lq+Dvg3sB54HfiOrusHxjxQIYQQQogB8Fl1O2+sS52u1RkLeOXmZMjwalgHVSvg0KtAUboDXj1GrIcjxg1H2jSnmDpPHe/ufpdvzvom1039Bt4lH5B76mkoJhmIvb9YzSoLJhcD3RleVrPKl48ek96UWAgxJCmKkr2k0WyDaCjLzm65Z52FfdYsmv7wRzSfL2Wfy9qd4TVYgj1KGg+UHoSRqEabL0yRM7WHlyfWsP5b/1yVEvAaWfs2OyyT+I9+UmJbm8/4/r8ZPQyaNkDLtv2w8szifT1TNG4AXYMRM4k0NGac0AhGhpf079p3fQa8dF2/XNf1cl3XLbquV+i6/oiu6y26rp+s6/qk2NfWpON/qev6BF3Xp+i6/trgLl8IIYQQYv86976lfOufq1J6nmxp8GBWFcpyUz+k01UPT18Jtjw45AoA7Fbj41fPDK9QvMTElPnj2WPrHsOkmLh48sV4ly1DDwZxn3xSxmPF4Dl3zkisJpXiHj1mhBDDg6KQvaG8ydqvDC9FVSn7fzcRaWig5bHHUvYllzQOlnhJo82sYjEdOE3rW2PBqp4/X2ti5YxOm5mmriBum5mdvzkLU/sO6u3jafaGE8e2+Yw/vxE9zNiw6YvL8sr4bW0wGtZTNpNISwvm4uK0QyJahJ2dO6lwVwzuAoeBvS1pFEIIIYQYdpL7bm1p7L4ZWb69hTmV+al9nEI++Md50NUAVz4LTuNDrdVklJAEegS84jcglgwBr1pPLc9sfobzJ53PSNdIut55F9XtxnHEEQN5eaIfTp9Zzie3nEJRjyliQojhoddczn5meAE4DjsM92mn0fLwI4QbGhPb90tJY9IDlgOppLHFY3zvev58/d3FswEoz7PT5AkavRPDfuiqo9NekVIy2Bzr8VWtlxAtnQEbXuqlBnVweWOZaW/duKB7Y/1asLrRrCXoPh+m4qK01y2tWUproJWTKuWh1r6SgJcQQgghRD+t2tWW+POnu9sBowTj8+oODh9bkHrw+uehaSNc/GhK01wlVtbo61HSGL/hsJjTP549+NmDKCh8a/a3CNfV4XnnHVwLFqBYsjTJF4Mq3sdLCDH8qIrSSw+v/mV4xZX+8AfowSDtzzyT2LY/ShqTe3hZDqCSxniwqrhHwGvGyDwOHZ2PNxilqStIsdsGbTsB8DgrU45t6OieiBicepHRUuCJi6GzbnAXn4E3FOH4ySVMKnN3b2xcD2XTibQZnyfMRekZXs9ueZYiexELKhek7RN7RgJeQgghhBD9tHRrc+LP8THjDV1BIprO2CJn6sErH4PCCTD5tLTz2C0mfKFIyrZ4HzBzUi+oUDTEH1f9kee2PMelUy6lqFNn11VfQY9GKfrmNwbqsoQQQvSTooCWLeJltkO0/wEva2Ul5qIiwvXdwZh4SeNgZnglZxSbVYXIATKlsTvDK71k3Gkz4wlGaO6KZXg1rAPA6x6fclx9ZyDRU7F97rfhzLtg51J49DTwNqeddzB5gpH0BySeBsgdRbSlBQBzUWHK7kZfI0uql3DexPOwqPJQa19JwEsIIYQQop+WbWvhsDEFuGxmOvxhwlGN2lhvkZH5Od0HVn0E1R/BUd827o56aPYE+ddHVby+1rjJCYSjPPLBDg4bU4AtKcPre+9+j0fWPsIFky7gu3O/S91Pf0q0rY3RjzyMfdq0wb1YIYQQaRQFsuZDma0Q6V9JY5yppJhoU3cgJsecg1kxD2qGV2fAeODitJkwqwrhqJ69L9l+8tjSHdzw9GoAip3pJeMumxlvMEJTV5ASlw12LAJbHr7C1N+Fmo6xHwhGgSOvhq+8ZASa7pwAH/xhsC8lwRuM4LT1GCzjawVHIZFYwMvUI8PrxW0vEtWjXDjpwv21zCFNAl5CCCGEEP3wymd1rK5qZ/6EIvJyLLy/qYkZt7zBX943JkCNSg54ffo4WByJRvXZvL7WmPbY6Q/jC0W5YO4olFiAbHXjapbWLuWGQ2/gtvm3YfUE8X64goIvX0nOnDmDc5FCCCF6pShKL03rbXuU4QVgLi4m0twd8FIUBZfVNagBr13NXgBGFzoxx/pGftFVjbe9tD7x50zTDZ02My3eEF3BiJHhtfMDGHsMTnt6NlhZnh1I6rtZeQRc+R8ongJv32r09doPvMEozuQML02DQDvkFBBpjmV49ejhtbJ+JVMKpjAmd8x+WeNQJwEvIYQQQog+6LrOd578BIB5sYDXjmYvoajGOxuNZsMj840P2IQDsO55mHYO2Fy9nvf51bUs29pMIGyUk+RYup8Ev7TtJXLMOVw+9XIAPO8vAk3DfdLJA3x1Qggh+kuhlx7oZtseZ3iZi0tSAl5glDUOZknjzhYfLpuZYpcVs8l4yBL+gic1Oq3dv/+UDJnRLps50Zx+pD0Erdth1GGpAaWYEbGJySnDYcYeC99aDKMOg/9+y2geP4g0Tccb6lHSGOwAXTMCXi3Gv7m5MLWkcUv7FqYUThnUtQ0nEvASQgghhOhDvMG8qsARYwvJy+nuq3HeISOZMTK3e0Lj+ueND7WzL+3Xua94eAX+2IdyeyzgFdWivLP7HY4ddSwOiwMAz7vvYC4rwz5zxgBdlRBCiD2lKEr2kkaTde8yvFpa0JP6aLmt7kHN8Nre7GVssQNFUbCoRkjgi25cnylwlbq/OyA2NmJkVlM+J+PrxhUbD5uSpzcCrKzx0Xn+38GeC698fx9X3DtvKIKu9xhy4o8NvskpJNrSipqXh2LtzlDrCHbQ6GtkYv7EQV3bcCIBLyGEEEKIPsQbyv/ygllYTGoi4OW2mbnnsrm8/N1jjQN3LYOXboARs2H8CVnP98dLD0n5e/wpdI7V+Gj2WfNntARaOGXMKQCEGxrwLFqM+5RTMj75FkIIsX8YGV7ZmtbbQIsYpWv9ZC4uhkiEaEdHYpvb6sYTGrwMr7p2f6IMP97gPRr9YgNefU2/TQ5sjfBuNv5QPifj66aVG1MRa5MmNrZ5Q1z8l+X86PUGmH4+1H++R/9Oe6rdZ3xuKHAklVwmAl4FRFpa0rK7trZvBZCA1wCSgJcQQgghRB+6Yg1+3Xbjg3U84FXsNsomFEWBjhp44hLIq4Ar/wuqKfPJgPPnjkr8WVHozvAyG695a9dbWFQLx406DoCWhx5G1zQKv/qVAb4yIYQQe0LtrWm9KRbc2IMsL3OJ0bQ80tSU2OayuOgKD16GVziqYYv9vrHESxq/4EmNjp7N3XtIDmzld2wAdzm4SnFY0183qdSNWVWoiw2VAdjWZAQQq1r9UDIZwj7orB6g1aeLB7zyHEmTFn2xgJejkGhzM+ai1P5dW9uMgNekgkmDtq7hRgJeQgghhBB96PQbH1xz7cYH1/zYB9ji5NHp296BUBdc8ndwlfT73BZVTWR42a0mdF3nnV3vMG/kPBwRlcZ77qHt6afJv+B8rBUVA3RFQggh9oaiKGi9ZXgBRPYg4FVsBLyiSX28BrukMRzVE7274k3rI19whlcw1svy5jOnZtzvtHYHvOzNa41MajJnhhW5rJTl2qlLyvDa0mgEvCoLc6B4srGxefOArD2Tdr9RTpk1w6u1FVNx6oTGLe1bcFlclDnKBm1dw40EvIQQQggh+hAvacyNZXaNiE2ACkaSnojvXgGOIiid3q9zji0yenNFdT3RI8xuNvHw5w9T663l1MqF7Prq12j581/IPe00Sn/wg4G6HCGEEHup16b1iQyv/jeujwc9Ij0CXoNZ0hjV9ETvrnhJYyQpw+uKhz5k+i2vD9r7Z+INRrj4sAquWTAh4/6JpUZfrgI6UZo3Q7kxrThTD6+8HAvleXZq2/2EIhrX/GMlP/nv5wAUOm1QFMugatk2CFdiaEuUNCZlePUsaeyZ4dW+lYn5E6V1wQCSgJcQQgghRB96ljRefuRozp5dzlfmjTUO0HXYuRgqjzZqFPvhmW/P56JDK4hqOrWxsos3q//NvZ/ey9njz2bBBpXAZ59R/ss7GHXXnZjy8wf6soQQQuwhRVF6n9IIe5bhVWJkBEeaUgNe3rAXTR+cMsOIpmGKZXjFSxqTM7yWbWtJPIjZX7qCkV77eE0rzwXgItMS0KMw4wIgc8DLbjExocTFxvoubvrPZ7y5viGxLxiJgqsULA5o2zXAV9Gt3WcEPVNKGv2tAGhKDlpHB6ai7h5euq4bAa8C6d81kCTgJYQQQgjRh54ljXaLifuuOJSLDouVGDZugPbdMOmUfp+zxG3jlOlG2cLOFi8oIf656S8cX3E8tx3xc1ru/RO26dPIu+CCgb0YIYQQe01Remlab4oFvPYgw0t1OlHs9pQML5fFhY6OJzw4WV7hqI4lltlljmV6haNfXA8vXdfxBCOJh0qZWM0qbruJr9jeh8qjoMzIpnYm9fA6ZmJ3xtSR4wrp8Id57tMao4wxJhCOGv+I+aOhfTADXsbnhvycHiWNtjz8q9cAYJ82LbGr2d9MR7BDGtYPMAl4CSGEEEL0obNHhleadf8FFJh8+h6dtyzXuDna1eLD5NxOSAtyxdQr8Dz9DOGaGkp/8AMUVT6uCSHEgUKhl6b15lhwYw8yvBRFwVxcnNK03m01pgwOVlljVNMxxX63FMV6UTZ29X/NA80XiqLrfU9qXHWlnUqtBg7/emJbvAcZwN+/diQb/8/4PTxvQhEmVeHyIyu55rjxiWP88cy1/DGDmuHV5gvhspmxmpN+h/taIScfz5IPUCwWnEcdldi1pX0LAJPypWH9QOr9vyghhBBCCEGnP4zVpGK3ZJgipUVh9ZMw8WTILd+j85blGr3AdrX4sLg/w2lxMbPJTv2f/4Jz/nxcxxwzEMsXQggxQIwMryw7ExleexY8Mo8oI1xXl/h7POA1WI3rw1EtUcpYWWD0k6xq9aUdF4lqKQGlweINGg+VHH0EvKyr/wn2fJh+Xsr2u740h5mjcjGbVGLDJxmZn8MHN53IiFw7G+q6v4+BWHN8CsbA7uUDdg09dQUi5PZ8SOZvA0ch3neW4DjicFSHI7ErPqFRShoHljwyFEIIIYToQdN0bn7uc9bWdABQ3xmgNJaNlWbbu9BZA3O/vMfvU+I2zrm7vQVz7uf8+JOR1Fx+JYrFQtlP/t9er18IIcTgUHud0hjP8Op/SSOAtXI04d27E393WY0G7YMV8Ipo3VMay/PsmFSFqrb0gJcvvH/6eIVi5ZS23oJrug47FsOUM8CSk7Lr4sMqmDoiN+0l5Xk5KIrC9JG5rL/9NI6bVIw/fk15FRDshEDngF1HskhUw2LucT3+NsJh2P0sYwAA9+pJREFUF8EtW3Eee1zKrq3tWymyF1FoL0QMHAl4CSGEEEL0UN8Z4MkVuzn//qUA1LT5GZWfk35gVwO8+kNwjYApZ+7x+1hMKsUuK5bcNRR3hZj6ygZyzzid8a+9im2SlDUIIcSBRlF6KWncywwv6+hKIk1NaH5jgInbEitpHIQeXrqup5Q0mk0qI/PtVLX6046NZ14NtnjD/HgQLqPOGvA2wqjD9vj80Y4Ooh8s5qtP3sFRK183erC5Rxo7u+p6f3Fv59V0zr9/Ke9ubEjbF9b0xATMBH8rnirjj67jjk3ZJQ3rB4eUNAohhBBC9FDfGQCMp+BRTae6zc8xE4tTDwp64ImLwNMIX3m5+8n+HtCCQSrsCn7nR1zxhg1F91Fy442YXK6BuAwhhBADrrcpjUaZ+p708AKwVI4GIFxdjW3SJIpyjObr9d76vV1kVhHNWLwlKRgzItdOQ+z3XjJvcP9keMXXlBYgSlazyvg68tB+ndP/+VranngC7/LlRBqMgNRI4Pyaray9uQP90sOZBSidtVAyZa/W7Q9HWV3Vzsc72zhpalnKvmhUx5wW8GrDuz0f84gRWCd2B7faA+1sadvCxZMv3qt1iOwk4CWEEEII0UN9R/cH/5c/q6WhK8Cogh4ZXmv/A/Wfw+VPQcWeP3H2Ll9O9fU38OvOTsImsESh5PrvYa2s3NflCyGEGCRGDCNLxMsSC3iF07OlemOfMhkAz9Kl2CZNosxRRp4tj42tG/d+oVlEtXg2VXexl1lVM05p9IX2U4aXZry3pbeSxppPQLXAiJm9nkuPRml+8EGa738A1eHAddxx2KdPo7OykEuqf8nFi/2c+9xbvLP9bd6Zn8eNnbV7ve5oLDOtOUPD/0hSFp2xMB0CHQTqPOQcfiyK0h0Me3TtowSjQS6cdOFer0VkJiWNQgghhBA91MUCXoVOK798ZQO6DhU9A17b3wN3+R5PZgToeOEFdl99DS0ujSdOUHl1VjGPL7ic4muvHYjlCyGEGCSKAlrWDK/Y74lIerZUb2yTJpFz6KG0Pf4EejSKoihMK5zGhtYN+7bYDOKBreTsI5OqEM2QtubZ3yWNvWV41X5iBLvMWfppAqHqGnZd9RWa7/0TuWeeycR332HU7++m8Bvf4C7zO4TN8PiMrxM853hOWKfwtN3N+ubP93rd4VigrsWb3rMtqnUPBjAO9qFrGpE2H9ZRoxKbG7wNPLnxSc4efzaTCqSVwUCTgJcQQgghRA8NnQFsZpWbz5yWGNV+1LgejWR3LoVxxxt3P/2keb3U3347tTf9P/TZU7nxUj87TrmYv4y9idp5ex44E0IIsX8pKEYPqEz2MsMLoPCqqwhXV+N5/30AphVOY0vbFsLR8F6uNLNM/bJUVUHLEMXz7aeSxngQLmuGl6ZB7epeyxk7X3uNHeeeS3DjRkb+7reMuvN3mNxuqjqr+MGiH7C4ejGHuK4g2DmDyZd8A1NE4+jtOvc3rdjrdcez5Zo92TK8kj4fBLuIBFT0iIYlKeD16NpHiWpRrj1EHngNBgl4CSGEEEL0UNvupzzPznmHjKSyMIdxxU7GFDm7D+hqMJrnjjyk3+fUAgF2XPwl2v71FIVfuYpXvnsoIYeF48suBhTyciwDfh1CCCEGltpb0/q9zPACcC88GfPIclr//g8AphVNI6yF2daxbe8WmkUkQ0mjKSlrLZJU2ujdy5JGXdfZ3ZI+9bHvNWV5gNSy1ZioOCpzwCva1UXdz2/BOnEi4154gbxzzwXgP5v/wznPn8OS6iVcf+j1zMk9m1BEwzp7DordzhnVJpaEm/nz6j8Tiu7ZZM3kdbd4MmV49ejhFewi7DUBYBk5MrH5w7oPmT9qPpVuaWcwGCTgJYQQQgjRQ1Wbn4oCBxaTymNfPZK/XNmjR1fDWuNr2Yx+n9P7wQeEduxg1N13UXzTj3mt6i2OG3Ucqm4E0tx2CXgJIcSBTlEyZ0MB3eV2e5HhpZjN5J9/Pr6PPkLz+ZhWOA2ADS0DW9YY75eVVtIYu6ZQcsBrLzO8Hl26kwV3vsfamo5+Hd9dZpklPFH7ifG1R4ZXpKmJlkceperqa9C8XspvuxVrhZE9tb1jO7/+6NccXnY4r174Kt+c9U0cVqOFeRAV+8wZTKy3cHrEwgNrHuBrb3yNqLZn1xsPDjZ5gmlZf+kZXp2Evcb7xwNegUiAnZ07E//WYuBJwEsIIYQQoofqVh+VhcaT+omlLqaMcKce0LDO+FrWe/PcZJ2vv4EpPx/3KafwUf1HNPmbOGv8WVx4aAXHTy7hOyfKOHIhhDgYZM3wsux9hheAdcwYAMINDYzOHY3D7BjwPl6Z+mWpioIWC9gEw90Br67A3pVTfrq7DYBtTZ5+HR8PtlmyZXjtXAK23LRpijU3fp/GO+8k0tRE+R13YJ9mBI50XeeOD+/Abrbz6+N+TYmjBIAcq5FhFQhHyZk9h3B9gN82dXDrvFv5rOkzXt7+8h5dZzzDKxTR0vqdRaJaagAvQ4bX1vataLrG1MKpe/S+ov8k4CWEEEIIkWRDXSct3hAVBY7sBzVtBNcIcBRmPyaJFgziee89XAtPRrFYeGX7KzgtTo6vOJ5Cp5W/f/1IRuTZB+gKhBBCDBZFIXvESzUZkwT3IsMLwFxWBkCkoRFVUZlaOHUQMrziwaWkksakDK9gpDvg1e7fu4CX3dIdWOrXmqLpZZYJ0Qhseg0mnWp8f2PCNTX4Vq6k+HvfZeI7b5N/UfeEw4/qP+Lj+o+5ds61iWAXgN1svN4fjmKfOgU9qhNqaOeCcWcyo2gG962+j2A0vR9XNtGkTL/mHmWNUU1PLdEMdhH2mTDlulGdRmZ3fArnlILUQJ4YOBLwEkIIIYSI0TSdM+5ZAkBlYW8Br01QMrnf5/UsXozm9ZJ72mkEIgHe3v02p4w5BbtZglxCCHEwURUle4YXGFlee5nh1R3wqgdgauFUNrVt2uNSu97Ey/CSy+3UpCmNwUj3e3XEAl7bmjzZG/VnkJMIeGl9HGnINDkyYdm94GuB2ZembO549VUA8s45J2W7N+zl7pV3U+oo5eLJF6fssydleNkmG7/DA+1m1PbdfP+w71PvreeRzx/p97WGk8o/W3o0ro9k6eFlKS9LbNrUugmnxcko9yjE4JCAlxBCCCFEzKpYGUah08pxE4szH6TrsYBX/0sQOl54AVNxMc5583hs7WN4w17OGn/WQCxZCCHEfqRAovwvI7N9rwNelljAK9zQCMCE/An4I34afY17db5MwtH08kFTUl+y5AyvDl+YT3e3cfLdi/jH8l39fo946aC/vxle2ZrWN22C938N086FyacmNuu6TueLL2KfMxtrZXezd2/Yy7VvX8vmts389KifYjPZUteVFIizjh8PJhPBdgtsfoMjy4/kzHFn8uc1f+aM/57Bjxb9iA/rPux13akZXsG0fT2nNIa9ppSG9ZvaNjGlYAqqImGZwSLfWSGEEEIIYPHmJp5dWY3dorLkxydS4LRmPrCzFkJdab1Esom0teFZtJi8s8/mld2v88CaBzhn/DkcNeKoAVy9EEKI/UFRjOceWVnsEN67gJfqcKDm5hJpaACg0G6UzbcH2/fqfJnEgzQmtUdJY4YeXh3+MJsbugD63YAewG42zu0P9S/glbVp/as/AqsLzro7ZbN3yRKCW7ZScOllKdtvW34bnzV9xm8X/JaTRp+Uvi5LbF3hKKrVin3qVPxdhbDR6N11xzF3cMu8W5hUMIl3d7/Ld97+Tq9Br0gvJY1GhldyD69Owj4T5lEVAGi6xqbWTUwu6H+2uNhz5i96AUIIIYQQX7QPt7dw1aMfAXDW7HKctl4+IjUZPTf6k+GlaxqNv/0dhMOYzjyZXyz9FkeMOILb5t+GomRpziuEEOKAZZQ09pbhlQORvevhBWApKyUcK2nMs+UB0BHqf7CpL+H4lEZTj6b1sThXvKTRYlJo94cSQSuH1UR/2eKZVJE96+GV0rQ+5IWdH8Cx/5+9u46To77/OP6amfU995zF3YlAsOAEh1JKseI1tAXaUgPaQgsUWqQUK/aDUtyDawjxhLjbSS7nvrc68/tjdvd27/Yul8vFuM/zn0t2Z2Znjke7k/d8Pp/vjZCUE33Z0HVqHn8cS14eqae3V0qvrlnN+1vf58cTfszJg05O+DmRCq/INTknT6bh5fUY2xegNO/EmpzHeSPO47wR59HgbeDyDy/n+s+uZ2bhTKbmTuW8kefFVWNFzhugNsEMr9gKL72pHiOoYs0bAEBZcxmeoEcG1u9lUuElhBBCiH6tsS3Ak3O2Rv9+5sT8brbGbLGAXQZehmGw87bbaHzzTbKuuYZvUxvw636um3wdVs26p6cthBBif1BA30sVXgCW3DyC4ZbGSOC1Nyq8rHEVXnQaWp+T7KCxLUBbuOLLsRuBVyS48vVwhldITzC0vnwJGCEoOqx9u5ZWyq65lrbFS8j88dUoNrMS2xv0cueCO0m3p3P52Mu7/JzIMP1Iq6V7xmEY/iB1692w7r24bdMcaTxx0hPMLJzJiuoV/GXBX7hvcXylWVBvv76OLY2BkB4XKgZragDQssxxCevrzXsJCbz2Lgm8hBBCCNGvXf70Qj5dVxn9+zEjs7vZGti5ApwZ4O5ixldY25IlNLzyKplXX0XWtdewcOdCnBYn4zLH9cVpCyGE2A8UlK5XaYQ9rvCy5OYQ3GlWeKXZ0wBo9PZhhVeCofVagqH1uSl2GjwB2vxBoH2Fw56IzHLv6SqNkaoza+zMq9IF5s/CqQAYgQClV19Ny1dfkfuH35N+wQVUtlby3Orn+MnHP2FVzSp+f9jvSbIldfk5HVePTDruOJJPPJGqFal4Pn650/ZZzizunXkvH5z7AT8c+UOeW/Mcy6qWRd+Pq/Bq7TzDK3ZofbC2AQBLpnnvsK5uHZqiMTRtaLe/G7FnJPASQgghRL8V0g1WlDVy9VFD2HTnKay4/STs3d3Ue+pgzVsw8pRdHrvp/Q9Q7HayfvpTFEVhZfVKxmWNk+ouIYQ4iCkK3bc07mGFlzU3j2BNDUYgEA28+rLCK1H7oBo7tD5clVWU4aLZG6S8wbwWp1WF0kWw5FnYOqfbz4gM9e9uaP3ORi/LSxvizimuwqt0IWSNBJc5x6zm3/+mbdky8u++m4yLLqIl0MLlH17OvYvvpay5jD/O+CMnDTqp48fEcdriAy9FURhw51+wpjupeGtrl8PZFEXhl1N/SaYjk4eXPRx9PVKZ5rCq1DR3nuEVOyct2NBkXmN2uMKrbj2DUgbJas17mQReQgghhOi3Kpu8BHWDQZluLJpKimMXYdTSZyHggcN+3u1mRihE00cfkjRzJqrbTSAUYH39eqnuEkKIg5y6q5bGPa7wygXDIFhTg02z4bQ4+3SGV6L2wfgKLzPwOnGMuWLk7JUVjFJKOHP5T+E/J8A718P/LjRnbHUhEmB1N7T+qHs+46x/zQUSVJ0Zhhl4FU03j1ddTc0TT5Jy5hmknn4aLf4WLvvgMna07ODxEx/n0x98yvdHfH+X195xhheAlpJCxqxp+Bs1AlvWdL2vxclV469i4c6FPLj0QRq8DdGh9XkpDmp2VeHV0AKAJaalcWRGzxa/Eb0ngZcQQggh+q3yBvMfJQXpzl1vHArAgsdh8EzI6z64alu6lFB1DSmzzMG5G+o3ENADjMkas8fnLIQQYv9RUDC6W6ZxTyu88s2h5oEdOwCzrbHR1/ctjbFhjKooMTO8zDBocnE6BWlObIFG/mv7C/n1i+DoX8F5z4CvCda+0+VnhMItip5uAq9ATDtgJDiKVp21VIG3AfImAFD/8ssQCJD9c/Nh0/1L7mdzw2YePv5hZuTP6PG1R1Zp9AbjZ4u5ppnBmufrT7rd/7yR53HiwBN5YuUTnPr6qVR6ygDITXFQ0xwfeAVDelzbaLDRAwpo6emsrlnNztadjM0c2+NzF70jgZcQQggh+q2yeg8ABWk9CLzWvw/NO2DGNbvctOn9D1AcDpJmzgRgSeUSACZnT+79yQohhNjvlF2M8MLqNiuBe8laWAhAoMwMU1LtqX3b0hit8Iqf4aV3GFrvsKicOCaXQ9W1ZCgtvD35CTjudzDmbHOO5bau2xojn1Hb6u9ym7jtoyFcOJ5oKDF/pg9Eb2uj4aWXcR95JEpRAX9b+Dde2fAKF46+kCMLjuzxdZvX1LnCC8B+yBGoVh3PokXd7m/X7Nx/zP28esarBI0gH+54DjADryZvEH9MkNaxwivU7ENzW0FVuXvR3WQ4Mvje8O/t1vmL3SeBlxBCCCH6rfJ6s8KrsCcVXjuWgWqBocd1u5nZzvhRtJ0RYHHlYoqSi8h15+7xOQshhNh/FEXpatSTyeYGf0uvj28tKABFwV+6lwMvtYuWxvAML7tV4+SxeUxQtxAwNHa4wxXKigJFh0LJgi4/I3Ks6maz0k3vtgc0QYVXw3YAjOQCym++hWB1NZlXXcktX93CC2tf4OLRF/OLKb/YncsGQFUV7Ba10zB9JXMwrmw/nlWbenSckRkjOXXwqaxtnA+EGJBqzuGKHVwf0I24ttFgSwBLsoMPt3/IsqplXDf5um4H7Iu+IYGXEEIIIfqtsvo2spJs0ZWbulW9DjKHwS6GznsWLyFUU0PKKbMA0A2dpVVLmZI7pS9OWQghxH4Uqdnpsq3R5jbnW3WbinVNtdmw5OYSKC0FzJbGJl9Tr46VSLCLlsZwF2K0pdFuUZk2KJ3plk1sMArxYW8/SPGhULsRWmsSfkYo1F7h1egJcPpDX3P3B+u6OScDTVVQlPbAq9yi8fzt19Ly6afMPjOPH9c+xKcln3Ld5Ov49fRfY1V7twCMw6p1Xj3SYsdV5MK/s5FgbW2PjnNkwZH4dA+aaxs5KeHAq6W9oq3TDC+PjiXVxeMrHmd4+nDOGXZOr85f7B4JvIQQQgjRb5U3tFGQ7urZxtXrIHtUt5uEGhvZ+ac/oaamknT00QBsrN9Io6+RqblT9/R0hRBC7GdKzFz1hGxu0IMQ6lk7X8JDFBbiD7c0ptnT9kFLI3FD61XFDMQsTSVMYw0f61Oic7kAKA7PzSpNXOUV+QzDgJ+9sIQ1FU1sqkpc9WYYBgFdj2//q9vGLVl5TJhbyabDCllwZBabGjZx3ojzuHTspb2+djAH1ydaPdI1Mh8wH1r1xOH5h2NVHFhSlpPmNMO3Vl8wek0h3Wif4RX0EWxT8KU62Fi/kbOHno2m9uBBm9hjEngJIYQQot8qr2+jsCfzuwJtUL+t28DLCAQou/Y6AiUlFD74IKrLDNJe2/gaANPzpvfFKQshhNiP1HDi1WX9VqRNrZtVDHfFWlQUN8Oryd+Ebui72KtnIisoWmNXaYwbWq9jt2hmtdXS51AUhdeM46IhFgADJoFm6zLwCsVs+83mWlSFzlVVMdsGQ0bc+XzRsBajUsEWhGMu/S0vn/Ey8y+czx9n/BG7Zk94nJ5y2jTaAp1/l44xo1AsBp7Fi3t0nJ0NOkX2Q7GmLqONKqB9GH50Jcxw4GV4mwh5Ncpd5uvHFB2zR9cgek4CLyGEEEL0S7puUNbQ1rMVGms3gaFDdtdLiLd8/TWeRYvIu/023Iea4daCigW8uO5FLhp9EQOSBvTVqQshhNhPInVIenctjbBnc7yKCglWVqL7fKTaUtENnWZ/c6+PFysYrtSKXUFQDf9Z1w18gRB2q2quTLzseRh+EtVqVlyIhdUBWSOgKnGbYijmd3PsyGymDcroMvAK6gbBkB5XcfZeoIqppSqoanQFxWi74x5K2NIIKFlDcWX68SzsejZZrOPu+5IVKw8DQ+Wfa36KNWMObX6zwisSDmrha9IrtmDoCmudbQxOHUxxSnGfXIvYNQm8hBBCCNEv1bT68Af1ng2sj9zUd1Ph5Vm8GKxWUk47DQBv0Msf5v6BQSmDuOGQG/rilIUQQuxnPWpphD2q8LIVFQEQKC8nzZEG0GdtjdEKLzW+wgvMoMqs8FJhwwfQUglTLsOiqvEVXgBZw6FmAyHdiFudEMwZXjnJdu48Zxz//OFk3HZLwjZCMMOhQMy8KyMUZIkaZEKVFfvQIWhJ7j657giHtfPQegDSinBm+/Bt2EiosbFHxzKC6bRuvZ5R6RNx5L7H0pqvgPYKr8jv2Dv/YwCWuBo4uuDoPrgK0VMSeAkhhBCiX4qs0FjQk5bG6nWgaObQ+i54Fi3GOW4cqsMcXvtt9bdUtFbwyym/xGnpwWcIIYQ44CnRlsauKrz6oKWxsNA8xLbtpNnTAGj09SyE2ZVIhVdsRVWkwiukG9GWRkoXgGaHYSdi0ZTosPuorBHQsJ2HP17FWf+a2+EzzBbFiw4dSKrTisOq0ubvIvAK6YRCRnTVyK83v0udqpJXEcIxdlyfXHMsp1VLfC6pxSTl+8Aw2HnnnV0vStCBEcjkD9P+ju5PY271W0B7qBipomv+/GsMzeDbgTqTcyb3zYWIHpHASwghhBD9Ulkk8OpJhVf1OsgcChZbwreD1dV4V67EfdSR0ddWVq8EYEqerM4ohBDfFT2v8Op9S6Nj5EjU5GSa3n2XVHsq0HcVXoEOYUzsn3XDwBcMmRVeLVWQnAuaBYuqdK7wyhljtvpv+pStNfHXGtL1uOObbYSJZ5AFQuGh9ZrCurp13LLgz0ytDWBp9uMYt3cCL28wUeBViDMjQPa5h9P09jvUPvFkj4+Z6rDjrz+cEs9K1tetjwsVDV2neXkpDUPt+GwK47PH99WliB6QwEsIIYQQ/VJ5w+5UeK3vfn7Xl1+CYZB83HHR11ZUr2Bw6mBSbCl7fK5CCCEODEp4itfebGlUXS7Szj2Xpo8+IqUhAPRdhVe03U5L0NKoG/gCujnDq6USknLN91UlfoYXwKjTIHM436t9nFDATyBcAfbF+ire/HZH3KqLzi7mZkU+MxgysGg61392PUlBP3+qTDP3Gze2T645lqOrCq+kXFCtZM4sIHnWLKoffJBAZVXCYwQ6VLu57RqBhqloWHlt42vR35WmKrQtXUKwVWfF+BTy3HnkuHL6/JpE1yTwEkIIIUS/VFbvIdVpJdlh7X7DoA/qtkD26C43af7scyz5A7CPNEMxwzBYUbOCCVkT+vKUhRBC7GfRCq+92NIIkH7xRaDraG+Y85/6boaXGdbE5FExQ+vbV2mkpSoaeCWc4aVZMU6+kyK9nB9pH9HiNQe2f7mhutNnOq1alzO8AiGdoK4TdCyjorWC26qqsFsng6ZhH9X13Mze6rLaTFUhtQClqYycX/4CQiEaXns14TFafcH23RRw2SyguxjonM57W96jztsAmKs0Nr/9Mopq8P5wnfFZUt21r0ngJYQQQoh+aXNVK4OyejAMt3YTGKEuK7z0tjZav/mG5GOPi852KW8pp85bx4RsCbyEEOK7RN0HLY0AtsJCko47lrbX38Ya7MsZXgZWTYlb9TAyzisU19JYCUlmNVLCCi+gvuBYvgxN4OeWt2j2+ABo8ASix4pwhAOvRHOxguGh9x7nZww1rBxpzcJXr2IbNCg6E7MvOW1ql+EbqUXQWIatuBjX1Kk0zZ6dcLNmb3vgZVFVNFXBpqmMdp5Da6CVn39xCdaML9ENP82ff403P8gWpUkegu0HEngJIYQQot8xDIO1O5sYMyB51xtXd79CY+u8+RheL0nHHRt9bXn1cgB5miuEEN8xkZZGvavEqw9aGiPSzj4bvaGB8bWuvqvw0tsHxEdoHYbWuzQdPLXtFV6a0qmND8xK6VdCM8lUmgmULgKgweM3PyfU/vtx2jQMA/wJjhHSdWqD6wlYyri4tgpl4g/xb9uObfCgPrnejhyWrtsrSS2ChlIAkmedjH/TZtpWre60WUtshVf4V2m3qjiMQh454RHynPk4ct/nlW9+RKC6gWfH2RmdMZqzhp3V59cjuieBlxBCCCH6ncomHw2eAKPyejBfq3o9KKq5BHsHgaoqqu6/DzU1Ffe0adHXl1Utw2VxMTy98z5CCCEOXu0tjYm1YVYlrdhSvsef5Zxsrug3rsLSZxVegZAeN18LYloaDQNvIESW0mS+Ea7wsnRR4VVe38ZX+nhChoJ962cA1IcrvCKD28Gs8ALw+jsHXoGQQbXyFRbDxqktLRh5k/CXlmIfPHgPrzQxp63rajPSiqC5AkIBUs88E9XtpvaxRzttFht4RYI9h1XDFwxxeP7h3DH9YTzbr+TYkkwAcoYk8ewpz5LuSN8r1yS6JoGXEEIIIfqdyMD64kzXrjeuWA7pg8Fij3s5WFfH9ksuIbCjgsIHHkCxta/g+G3Vt0zInoBFtfTpeQshhDgwdFXgVdsWpM2wsWrrjj3+DEtmJrZBg5iw3t9nFV4h3cCixQdesUPrq5p9FNnC7ZjRofUJZnhhrnbcRBJLjeGklH0OtFd4xQZkDqsZO0RaCfWY9xq8jTSpixnrH4DLMPA2uyEQwDZo7wReDqtZbeYLJpjjlVoIGNC0Ay05mcyrr6b540/Y+ac/o3u90c2avYHonyO/F4dVjc4GC+oGIc9wjtyehD0txK3Dj8Vp6cECOaLPSeAlhBBCiH4n0pph13ZxK1S5BjZ8CKNP7/RWw6uvEdheQvHjj+E+7NDo683+ZjY2bGRyzuQ+PWchhBD7n6pEVmlMnHipikILDhyGN+H7uyv9gh9SvKWFpI0VfXK8QMjA0uG7L1Lh1eQN0OAJMNgZbsd0d13h9fKiUj5YvROAT0OHkFK/Cp6axT9af80T1vsIhdrbBp2RCq9w4BWIVH8pAf6x4ncYhDjDo6Hbs6j424No6ekkHTOzT663o0i1mS/R4PqsEebPknkAZF51JRmXXkr9f//LtgsuRPebYV7sDK/ocWNaJUO6QZLfg33dSpLyPJA1bC9ciegJCbyEEEII0e9EAi+rZRe3Qp/9GewpcMSNnd5qev99HBMn4Jo6Ne71FdUr0A1dAi8hhPgOUnYxtF5TFTyGA4fR1iefl/q976FrCvlLSgmEArveYReCCVoaIxVe22s9ABRYms03YobWd6zw+tVrK1iyvZ7sZDtPhU5h6bDrMPwt2HQvJ2pLmKSviW4bCbwiFV6BkAEYOApeZF3DtyQ1XcSRbaVUr8vDt249A+68E0tm5h5fayIdzyVO4XTIHAYLnwBAsVjIvfU35N9zN761a2n5zGzbXFbSEN3FEfTR+N57XPDNixStWgDAzkYvR+5YgRIKkVzsNY8p9gsJvIQQQgjR70RmbnS86Y9TuhDWz4YjbwBXRtxbvq1b8a1dS8opp8S9rhs6L6x9AZtqkxUahRDiOyjyrdHVDC8F8ODASd9UeGnJyQQmjODQVX5WhgfD74mELY1qJPAyK7tylAbzjXDgZdUUQjEzuWJbEkflJePHyjf5l9JwyWec67+dJsPJTTwHnjoAHLb4kMkf1NEcpViT13DWwCuxtYwnu3k7dYvqSf3+uSTHLALT15y2+PbKOKoK066G8sVQviT6csppp2EZMICGV1/DMAw+Wr0TRQFXoI0nPrmbHTfdzIxVX3L2mw/TOm8e87bUcnzZMqwDMnCkByBj6F67HtE9CbyEEEII0e9EK7y6a2lc+w5oNjj0p53eanr/fQBSZs2Ke/0/K//DnPI53DztZtxWd9+dsBBCiANCpP2vq5ZGA2jFgbOPKrwA8q+7kewmqP3ng3t8rIBuYFUTtzRuC1d4pRv1YE8Fqzl3SlOVcFWWqdXf3tI3JMuN3aLS7A1S7/Hjxc4NgWsZQSk8ehS8dAkT5l7LSeoivP5IhZfOEWkvYdUNTtOzmB5cRNsOK+gG6d///h5fY3cclvj2yk4mXQi2pGiVF4CiaaSdcw6tc+eyetFqdjR6ucFaxq8W/5csbxMFDzzAvTc8Sm1aDmXXXseUe29hXM1m0ibnoVgdkFKwV69JdE0CLyGEEEL0O5Eb924Dr5oN5lNZW+fgqvn9D3BOmYI1Ly/62paGLTz87cOcMvgUfjjyh31+zkIIIfa/SG1Ughnu4dcNPIa9zyq8AHIOP4b5R2ZS+MFyWhcu3KNjhXQ9WtEV0d7S2IrbpmH31kSruwAsqho3w6vV1x4WFaQ7SXZYafYFoys0fq5P5mL/rZCcBzUbSa1axF+tT6LWrgddJ1S7jUb3TqZ7vRz21c+5V7+Pxh1utKwsHBP2bnV0x2qzzhukwPjvw+o3IKaqLe3881GdTrjiQl6cfRsnv/xPxtZuZdu4w0g5+SQ0t5tnj78Ky+RDqNc1dk6bSdoow7yPUCV22V/kNy+EEEKIfieyXLpV66alsWYDZI/o9LK/pATfxo2knHxS3OtflX2FbujcNOUmFKWb4wohhDh4RYbWd9HUqBtmhZerj4bWRzRddgY70xV2/Pa3cSsG7q5EQ+sjf91e66Eow4XSUhVdodF8P36GV4uvfZZYVpKdZIeFZm8wukIjwEJjNFz9KVwzn/JZT5FseDjs/VPhrwXwv+PYYrOyrmUmS456kkf8Z9G8003y8cej7OVwKDpA399F4AUwYCIEvdDcvtKmNTeHggce4NtBk9k0chpZt9zCkn++yNEvmJVgDqvG5vRC1t9wB7874iek3vlXLL4SyJR2xv1JAi8hhBBC9Dv+4C5aGgNeqN8GWSM7vdX6zTcAuI86Ku71+TvnMyR1CLnu3E77CCGE+G5QdzHES9eNPp3hFTFl8BE8e7xCsKwcz+Ilu96hC8GQ3ulhT2TlybL6NgrTndBaFVfh1XGGV0tMhVeq0xoOvALRCq+IQHk5tf95Cu8d/2Ldq/l823QuxiGX8lrhJLSQQW3NdMqzjmBu6WhUf4DkE0/s9XX1VGSVRm+wm8ArfZD5s35b3Mttk6bx+3E/oO26m8m+8gp+esIo3HYLAE6rSps/xDeba0iyW5gwwA31WyXw2s8k8BJCCCFEvxN5Ut1l4FW3GQwdsuMDL72tjfoXXsBaVIRt0KDo64FQgKWVSzl0wKF765SFEEIcAJRwU2NXLY2GAa2GA1cfB16H5BzChmIrhgLelSt6fZygbnRuaYz5e2G6CxJVeMXM8GrxmjO8ThyTy7EjcxJWeE3buYZNJ8+i6t57UTBYmTkE++x5lL5Wy7IdrVz/uoMX3n6I/N9ey3XLX8Ofkob7sL3/HRpdpdGvd71R+mDzZ4fAq9lrBno5yY5OuzisGt5giG821zJ9cAaWplLQg7JC435m2d8nIIQQQgixr0WG1ndcqSqqer35M2t43MuVd92Fb+Mmip54Iq5tcUXNCtqCbRJ4CSHEd1zk//q7amk0MCu8+jrwclldDC+aSE32cpKX70HgFep6aD3AoFQFfE2QlB19zaKqHVoazcDrxhOGo6oKyXYr1c0tNIQrvJL8Hm5a+hL2EcMp/Oc/8eYM4Pe3fcC/7BsY+P5/ueVrczi+X7UQsNqodqahX30NEy17P56IBl5dzfACSC0EResUePnD9w42S+eHZQ6rhjcQoqy+jRPH5ELdFvMNCbz2Kwm8hBBCCNHv7HJofc1GQIHM9sCrZc4cGl55lcyf/ISko46M2/yrsq+wKBam5U3bW6cshBDiABDtaOxyaD20GA4cSgCCPrDY++yzpw+YzprcxeSuWI5hGL2aFxnUdSwdAi8t5jhDna3mHzpUeIUSBF7JdisAhY0VVFY2UT8oA7um8L1NX5LqbyX/zjuxFRejhHQMRWX+jDHcO8jC6LUZGP7v84FjGNefMJIHPt3IPRP37rD6CIfNvPYuV2kE0Kxm6NUx8AqPQ7AluHdwWFS8AT38Zw1qN5lvSOC1X0ngJYQQQoh+J1Lh1eXQ+up1kFYENlf0peaPPkZNSiL72mviNjUMg4+3f8yhAw4lxZay185ZCCHE/qdGh9YnphsGO4xM8y8NpZDVd4HHmIwxvDsAZq6sJ7hjB9aCgt0+RlA3cFgTz/ACKLS2mH9wmzO8AlVV/OCxWzncmoL/+4OwDRpEqy+IauhYFs1l+/PPce7ixZwLbF47lZN2bCenuZpvs4YxevRowHy4pFm8zK6+j6zUdLYMvAZNT8PY0URrODyzW/fNtKXoDK/uAi8w53h1FXglqPCyh48bfb92E9hTwZW5R+cr9owEXkIIIYTod4KhXQytr1wFuePiXmqdPx/XoYeiWK1xr6+vX09pcylXjLtir5yrEEKIA0g4G9K7GOJlGAbbjXB1VP3WPg280h3pbMw3T6BtxYreBV4ho9N3X2zBV55Sb/4hZQCGrlP72ONk7txOJrD1e+diGzqUYmcmT6xeSeNbtVgGDGDd2ZdRunQVx21cxrb84XxYMJmv8ydwQcxnOFM24jOaufPIh7j1vy0kO82AqNUfDrwsGvtC+wyvHgRe696Le6m7wMsZE3jZLSpUrYWcUe09sGK/kMBLCCGEEP2OP9zSaFET3Ij6PeaT2bHntL9UVkagtJSMH/0oblPd0Hl61dOoispxxcft1XMWQgix/+0qvtANKIkEXnVb+/SzU+wplOSAYbXQtmIlKaecstvHCIT0zkPrY0IZp7cSAF99iB3Xno931So2Tz6ax4uO5jHHBgLl5aR9u5Ra1U7+3/9Oyskn8eX8Uu5nHK8cfxkj81L4ZG1Vp8/VkldjVVKZlD0Jf/ArXDYziois+LivKrysmopFVbpfpREgYzB4asDXDPZkAHy7mOEVYbeo5oOzcef23YmLXpHASwghhBD9TjCkY1GVxPNPqtaaKzTGVHi1zpsHgPvwGdHXdEPnT/P+xOyts/nJhJ+Q4cjY6+cthBBi/4q2NHY5w8ugmlRaDTvu+r4NvFJtqYQ0Bc+QPFy9XKkxpBud2vnjArCmctDsVN7/L/wlJeTfczevK0PYsLCUvDtuR1EU/vTsYkrrPHx4+tEAJDvMWKG03sv0wVkMznLz/SmF0UP6Q350x1oy1RloqkYgZOCymQFRSa05M8yxjyq8wAynul2lESBjqPmzZgMUTAF2McMrJrDL8FeAtxFyx/bNCYte2zcxqhBCCCHEASQQ0rtpZ1xp/syLCbzmfI0lNxfbkCHR1z7c9iGvbXyNq8ZfxTWTrul4FCGEEN9BkeckeheJl64DKJQYOXulwgugfmg23pWr0P3+3T5GUDc6Da1X4wKvHfj1PFrnfE3mFZeTeuaZ5Ka58AZ0msPztsrqPRRlOKO7JNnbW/3TXVY+v/kYrjm2vZVz0c5FoPpI1ScB4Avq0Qqv5WWNDMp0MbZg383AdFi17ldphPZ7gJ2roi9FAi97NxVeKjrTVv8ZNBsMPqYvTlfsAQm8hBBCCNHvBEIGlq4G1u9cBbYkSBsEgO7z0fL11yQdc0xcRdhbm95igHsA102+rlcrZQkhhDj4RP7vvruh9RBua6zb0qefbVWtuK1udozMwPD5aFv27W4fw1ylMXFLY4bbBk07aCxJAkUh9RyztT8nxQFAVZMXwzAorfNQmN6+qEukwgsg3W3r9Jmfl36OYthxhEYC4A+GSLJrHDksix/NGMjsG44ixWHttN/e4rSpux5anzYIbMmwc2X0pe5meEUqvG60vEpO1Vw49e99Or9N9I60NAohhBCi3wmE9IQtCQCULzbbEMJPwD0LF2J4PCQfd2x0k2pPNfMq5nHluCtRFXl+KIQQ/YVCpKWxq6H15s/tRi7UrzRLvtS++55ItaWydYiL6RYLjW+9hfvQ6bu1fzDBA59IiFfsDkLFClq2F+E85BCsueYsstxkOwA7G318vbGGVn+IwVnu6P6xgVeaKz64+mDbB7yx8Q2S9Qn4AmYVVCBkYLdqPH/Vobt17n3FYdF2HXipqlnlFRt4hSIVXp3bLx1WjWQ8/Ex7h50DzyRvyqV9es6id+QOTQghhBD9TqIbfgC2fAk7lsUNrG+a/T6K04nrsMOir83eOhvd0Dl96On74nSFEEIcINpbGhO/317hlQMhHzRX9Onnp9pTqVXbyPjRj2h8/XU8S5bs1v5mhXN8DNDYFgDgbL4k1OLBW94cN7MyN1zhVdnk5dWlZRSkOTl/WlH0/WRHbEtje4XXkyuf5JYvb2Fc1jgGcnE0ZPKH9E5zxPYlh1Xj/VU7o9fdpbzx5vB5s091FxVeGkeoq7AqIapHXtjn5yx6RwIvIYQQQvQ7CWd4GQZ8fick58OUywGoe/4FGt94g7RzzkG126Obzt46m7GZYxmSOgQhhBD9R3sLexczvMKB1/bISo19PLg+xZ5Co7+R7GuvwZqfT8Vtt2HsYpZXSa2HK55ZhMcfJJSgpbEo3YWCzrmh92luGw2Ggfvww6PvRwKv8oY2Nuxs4fQJA+JWJUxU4bWsahkPLH2AUwafwhMnPUGGI53aVj8h3SCkG9i0fTekvqOV5Y0APPbl5u43zBsP/pbof8NuAy+Lxvna59QZSXjzpvTtCYtek8BLCCGEEP1OQDc6B16bPoXSBXD0zWB10PLll1T+5S8knXA8ub+9NbrZ1satrKldw6mDT93HZy2EEGJ/i8ZdXVZ4mT+3RQKvPh5cn2pLpdHXiOpykfObX+PftJmWb77pdp/5W2v5bF0V22o8ZoVzhxbLQVlu1l1mR92yg9oVFqzFxTgnTYq+77RpuG0aC7bW4g/pjMmPHzAfG3gVppmzvd7d/C5Oi5PbZ9yOTbMxNj+Vsvo2qpt9AFgt+3/2ZZJjFxOe8g8BQF/3HtDe0phoJEJKwxqO1ZbzePB07LbOc8zE/iGBlxBCCLGXfbG+iv8tLNnfp7FbfMHQrudb9IKuG9z8ynKWbK/v82PvjkAwQTvF6jfAmQGTLwGg4c03sWRnU3DffSiW9pviNze9iYLCrMGz9uUpCyGEOACo4QqvrobWR2Z77TCyQLX0eYVXqt0MvADchx8BgG/dum73qW81K8B8wRABvfP3X8uXX1Lxi9so+TwLPaiQ97vfdlqMJd1tY9E287t7bH5q3HvOmGqv/DQHgVCAD7d/yDFFx+CymgHYxCJzn0Xb6oDEodG+cu/3JwB0qnTraK1RzJzQOAJf/QN8LfjC90WJ2jEz1z6Px7Dz39DxCSvAxP4h/yWEEEKIPvbAJxt54JON0b8/8802/vj2apq9u5gVcYDY2ejlmHu/4KInF6B3NaSklxrbAry6pIxz/9390+i9zVylqsNtUOUqGDARLDaMUIjWb+bhPvLIuFbGOWVzeGb1M8waPIscV84+PmshhBD7W/sMr65aGs2fITRILer7Ci97Ko3+RgzDQEtyYy0qwrtufbf71HnMwMsf1AnpBlqHoGfnXXfRtrWB3GOSGPrxxyTNnNnpGBluG/6gjtOqxQ2sB+LCMYumMr9iPo2+Rk4bfFr09XEFZuD1bWkDAPb9GAqdPbkAaG9R7EpNi4/7g+dh99XBwsfwhXRsFrXzysy6jmPz+3ysT6EJd8Kh9mL/kMBLCCGE6GMfr93J7JXtQ2prWnz4gzofrq7cj2fVc1+sr6Ki0cuS7fW8sqS00/uGYXS5OtWuNHuDe3p6fcIfMrDG3myHglC9zlydEfCuXo3e2Ij7yCOim2xv2s4tX93CiPQR3D7j9n18xkIIIQ4Eu25pjHkjrQgay/r081NtqQT1IG3BNgAco0bussKrodV84OYN6p2G1gcqKghsLyH3aBcZRw+Je8gTK8NttumNGpDcKTDraF7FPGyqjcPy2xd7SXFYGZDqYPUOszqt01iBfciiKijKrgOvZm+QZcZwVrlnwNwHCPm92BOd97avUDw1fBoyWyD3Z5gn4sl/CSGEEKKPNbUFqWhsi/69tsV8svr28h3765R2S2249WFCYSr3fLC+0ypGh971Kac8MKdXx26KqXILhrq/0dybgiEda+wNe8N2CHohZwwALV9/DYoSN7T3tY2v4Qv5eOi4h6ItGkIIIfqXSHVPV4FX3Ou2JAi0Jd6wl1LtZqVUpK3RPmIk/u3b0T2eLveJVHhVNnoByHC1r6rYumABAK70Bkge0OUxMsKrL47tML8r4p/nT+K/Vx0KwKKdi5iUMwm7Fh+eDc9NZvWOJiDx4Pd9RVEU7BYV3y4Cr5bwQ7r3ORy8jSR7Sjqfd6AN3rsJUov4RDcDL2lpPHDIfwkhhBCijzW2BWjyBmn1BTEMg9oWPzZNZe6mGmpbfPv79LoV0g2217aSZLdw1znjqfP4ee6bbXHbVDX7WLezuVfHb4oJz5r2Y7VXp1UaIzNWMgYD0Pr1XBxjx2JJT49uMqdsDlNyppDnztuXpyqEEOIAsquWxrgKaIsDgn0beKXYzcCpwdcAgH3USDAMfBs3drlPZIbXttpWAPJSndH3PAsWoqWlYXfUQEp+l8eIVHh1nN8VcfbkAg4flsWa2jWsq1vH0YVHd9pmeE5StNJ7f4dCNm3XgVfkId38pkwA0jzbO5/3Z3+B2k1w5kN4MFezlAqvA4f8lxBCCCH6kK4b0RuknU1emrxB/CGdMyflE9KNuFbHA4k3ECIQ0vn9m6t4eXEZaS4r4wpSmVyUxsdr+64VM7bCq9W3/wKvyiYfltihs/XbzZ9pxYSam2lbvjyunXFn6042NWziyIIj9/GZCiGEOJDsam3BuNGXVlffV3jZwhVefrPCyzFqFEC3c7wiFV7b68wqsLxUM5gxQiFa583DNWmsGeQld/1AJ93dfYUXmFVnv53zW5JtyXxv+Pc6vT8iNyn65/3Z0ghgs2jRVRe7Egnn1gXMFTczvB0qvLxNMP8Rc7GbocdGX5YZXgcOCbyEEEKIPtTsC0bbGT5ZU8n5j80D4IhhmRSkOVm4bfdWJ5y3uZZfv7qir0+zkx88No9bXlnOi+HVJD1+cyWi40blsKKsMfp0OLSHQ+yb2tpDrshn7GufrKmkpM5DVlJMq0VDCahWSB5A6/z5EAqRdER74DWn3GzhPKrwqH19ukIIIQ4gu2ppjKv8sjog0HWrYW90bGm0FhSgOBz4t2zpcp8Gj/mwqaTWPJcB4cCr+ZNPCe7cScpRk80Nk7oOvI4ansXJY3MZlZc48PIEPFzz6TWUNJfwwLEPkGxL7rTN8Nz21/Z3hZfdouIL7KKlMfxgrhUnPmcuWd6S+NUlazeCocOI+FWbE63iKPYPCbyEEEKIPhTbsvfPTzZGW/+ykuyMyE1iY+XutQJe8MR8XlpcGr3p2huavAFWlDXyVsyMsbroHK80ANbubMIf1Hng065bJrry8qJSBv3mPY79+xcsL2uIvt7q37cVXpFrWhheEv2uc8a3v9mw3RwurGq0zp2L6nbjnDQp+vacsjnku/MZkjpkX56yEEKIA0xk/KNBV6s0xgZeTgh4+/TzOwZeiqpiGzwY39bEgVdIN2iIVHjVtqKpCllJdnPkwlP/wVpcTPLEQnPj5NwuP3dCYRqPXTI1YVC1oX4DF7x3AStrVnLP0fcwLW9awmMMy2mv8LLt5wovu0XtQYVXAKfVrNaqdRST4+9Q4VUTvifKGgFAfjhI7LSKo9hvJPASQggh+lDsgPegbt5InT+1iBlDMhmem8yWmtbdqpKKzIGobOrbG+ZYq8vNAbKJnlaPHmA+yf1kTRXnPfoND366kWPVZTxtvZvQztU9Ov4d75jbba1p5YUFJdHXPb59V+H18ZpKDvnzx9z30XpW72hk9IAUnLZwy4FhQMl8yB2Hd906Gt9+B/dRR6FYzaG+/pCf+RXzOarwKLmJFUKIfq59hlfi9+O+Sy1Oc4ZXL1c2No9nsLSkPjobLMVmfi83+Zui29gHD8a/ZWvC/ZvaAtFzbfIGyUm2o6kKbUuX4l2+gozLLkVpqzY3SOo68Oru/G6bexsVrRXcfdTdnDDwhC63jazUCPu/wstmUfEFur8PafYGKUh3ku6yUqIUkOsvJckW065YsxEUDdIHAfDWtUfy6k9n7MWzFrtLAi8hhBCiD8VWeAVCBkl2C3d/fwIWTWVYdhL+oE55fc/neURCmaqmvTfsfmV5AwCnjW9fnempy6YCkJ1sJyvJxlNzt7K5uhUrQe6z/ptjteUo//0BlCzo9tiGYUSv4ZRx8a0S+7LC6/n55oyuhz7bxNxNtQyPecpMxbfQXEEwbyalP/85WnIyub+9Nfr2R9s/oi3YxrFFxyKEEKJ/U4i0NPawwgvMVYB7afbKnXzvkW94bWk5AA6LA4fmiFZ4AdiGDiFQXo7u7fw59eHqrojI/K6Gl19GTU0l7ZxzoKUKUMCVtdvnt7FhI6tqV/HLKb9k1uBZu9w+0tZ4oFd4PfX1Vr7ZXEuyw8KwnCTWBXNJMlrIt8e0qFatgcyhYDHnm2Un25k6KGNvn7rYDRJ4CSGEEH0oMpQ9ciOXZLdE38tKNm+I6jrcfHbHFS6lr2reOxVehmGweFs9BWlOfnPKKJLsFp740VSOG9X+lDdS5XX86BwuztxIhtLCPwLnoqPA07Ng6XNdHr+q2UdNi5/bzxjDIxcdwpkT80lxmL8Tzz4KvAIhnflbarn8iEE8d8V0jh2ZzVmTYlaiWv8+KCo1n20jVFNL4cMPY83JwR/y8+jyR7njmzsYmjqUGfny1FYIIfo7JdrSmFhs5ZcRCbz2YHD99jpzZcVNVS3R11LsKXGBl33IEDAM/Nu2ddq/U+CVYgZe3o0bcU6cgOp0QksluLNAs3Taf1dmb5mNgtJtZVesyAOn/T+0XsXfzSqNf3p3DY1tAZLsFoZmJ7G4xQwDh1HevtGOZZA/eW+fqtgDEngJIYQQfagl3KY3KMsFQJKj/eYx2WG2yDXHrFS4K5HqqL3V0nj3B+v5aE0lBWlOijJcLPvjiZw4Jr6loTDdvGEfmp3EjTmLqTFS+FfoLDZ970MonG4uyR1KfE0l4RWhBmW5URSFf54/ifdvNJcq31dD6zdUNuML6kwqSuPoEdk8ffl0jh8dvkbDgLXvYhRMo2XuAtxHHIFz/DgAHlz6IP/69l8cVXgUj574KKoit01CCNHftQ+t33WFl18JL46yB4GXGv682OOm2lPjK7yGmPMlEw2ur2uN/37OS3VgGAb+bduxDRxkvthS1at2xoUVC3lm9TPMGjSLLGfPqsNG5ZkVXrEPBPcHm0XF10XgpceklikOK4Oy3Cz2mFXqg/Twqs5NFdBcAfmH7PVzFb0nd25CCCFEH2oLVy0NyTKfYMbe0CWHw6/IMtc9Ebnlim1p/PFzi/nb++v28ExNbywrA2BWuN0w0RPXNJcNjRDHlj5M6tb38Y35AUEsNOoOOPoW88nw/EcSHj/SvlmYbgaAqqqQ6jSDv301w2tlmfmPgonhAfxxtn4JVasJ5J1MoKwM95HmyoxVnir+t/5/nDn0TO4/5n7y3F2vXCWEEKL/iExy7GosV2wQVh8Iz3vag8BLCwdesfM/U22pNPpjAq+BA0FR8G7Y0Gn/yCrLEQNSHQSrqzE8HmyDBpovtlRCUs5unVeVp4qbv7yZ4pRibjv8th7vd9akAp6+fBrFma7d+ry+ZrdoXVZ4eYPt9yfJDgspDis7yaDRcFHoD89K2/iR+XOgVH8fyCTwEkIIIfpQpGppSLYbaA+5zD/vfoVXJByLtEoahsFHayp59MvNfXK+Vk3l2JHZXHb4oC63+enMobxS8DLjtz0DU6+k7rBft5/bsONh2AnwzUOgdw6wyhvMm/yCNGf0tciKR/tqhld5QxuqAsUZCW6u59wPSbm01JgzN5KOOgqAJ1c+SVAP8tMJP90n5yiEEOLgsDstjdVt4X9uB/egwktNEHh1qPBSHQ5c06dT9/QzeBYtits/0tIY+e7NTXHg37oNYI8qvN7e/Db1vnr+ccw/cFvdPd7PZlE5duTuhWt7g01T8QUTP3jzBtqDsCS7BbddAxTWGcXktYVXZlz1KmQMgbwJ++BsRW9J4CWEEEL0oUjgNTjLvPnb0wqvyBD8Vl+I0joPH66ujL7n3cXqQt25/sVl/Oa1FexoaGN8QWr0hjqR1KrFHFL7Lhz2czj9fhwOM7zyBkPmnf/EC6C1GsoWR/cJhHS+2VTDwq11ZLpt7SsiApqq4LRq+6ylsa7VT7rL1vkay5eYFV4zrqX5k8+wFhdjKy6mtKmUVza8wtnDzqYopWifnKMQQoiDQ7TFsItlGmNbD6sigdceVXiZP41uWhoBCv75D6z5+ZT+7Of4t2+Pvt4a/q5Nd5kP3QakOvGFK8HsI4abpWq9qPCaUzaH0RmjGZo2dLev6UBgt3Y9wyv2/irZYY3eyy3Th5HVvBa2fAFbv4KJF7YnoOKAJIGXEEII0YfaAiEcVpWC8Nyr2MAryWZBUcxlwXvCH9Sj8yVafEHu+2g9P31+SfT9NRVNXe3arUZPgLeX7+B/i0rRDSjO7ObJbPlS+O8PzKeYM38FgCP8lDj6BHTY8YACWz6P7va/hSVc+OQCvtxQHR16H8tl02j17ZsKr3qPn3S3rfMbi58CeyqtwbF4Fi8m46ILqfJUcfu827EoFn4+6ef75PyEEEIcPKItjV28H5uDVUQW9NuTGV6RCq+YwCvNnka9rz4uBLOkp1P0xBPora00vvNu9PWQrqOpCvbwd3deigPv+nVo6elYsrPB2wAh/25VeDX6Gvm2+luOLDiy19e1v9m0rgOvtkB8S6M7fC+3UB+FZgThubPAnQNTLt0n5yp6TwIvIYQQog95/EFcNgsDUsOBV0xLo6oqJNksPW5pjN2u1RdkRXn809yl2+t7dY7rK5sB+MPpY/jZMUM7DakHzJvzOffDs2eCMw0ufRuc6RiBAMF/P8TDn92PY+7n5s22Mx3yxsO2r6O7VzR6sagKH//iaJ68dGqnwzttGm17ocJL1w0e/2ozNS3tM8/qWv1kuBIEXhUr0PMOofIfD2PJH8C3R+Rx+huns6xqGb+a/ityXPu/5UIIIcQBJlpxlfjt2BCqvDW8cR8MrQ/FZDMZjgyCepCWQEvctrbCAhzjxtE6d270taBumIGXxfynf06KHd/6DdhHjjQH8LdUmRvuRuA1r2IeuqFzdOHRvbyq/a+7ofXeDoFX5OHlAn00jTnT4MhfwnWLd7sqTux7+3dpBCGEEOI7xuMP4bRq5KU4UBRzdZ9YyQ5LfEujrxleu9qsjrK5wZkBU6+AGT+Pa/mrbPZSVt9+w5zusrJoWx1XHTVkt88xEnidMi6P/JjZWlG6Ds+dDaXzYcQpGLP+RvPcFTTO/httS5cRqqujUFOwP3IX8z9/Fv0XVzCyeDpZi58xy/yHHENDW4A0l5XhuckJz8Gmqfhj7t7L6j2c9I+vmDYog58dM5TDhmTu9nUBLCmp567Z6/hifTV3nDkWq6ZS3xqIrprZfo0hqNlA5dYp+NZtJfuff+cnS++mOLmYfxzzD2llFEIIkVAkgDK6qPGKtDQWZTgpbW4wXwx4Em7bE5rauYUyw2HOnazz1pFsi/+edR9xOLVPPEmouRktORldN7CoCjaLSqbbhl0F38aNpJ9/vrlDS3hUwm6EN3PK5pBqT2V81vheX9f+1u3Q+pgZXrEVXq04KT3rNVILUvfJOYo9J4GXEEII0Yfa/CFcNg2nTeOxi6cwsSgt7v1kh7W9cksPwatXwqZP4JAfmXMgdq6ED2+F3DG0usylru0WldI6M+x66rKpTCpK5y/vruGrjdUYhhFdIj2irN6DNxBiWE7isKm8vg2rpjAg1ZH4Ilb8zwy7Tv8nvoyZlF92A74NG/Blp1A2IoXXi5tZWmjl1FVw5tfl6Df9mYsvdfL73CEc+eKFcOnbNHrU6GqMHS0qm8fg2j9RZRvGgoorGZM5hlXlrXj8IZZsr+bWV58kJW0eKbrCtCEzGTX8NGYWH4tds+/y979oWx0A32yu5dKnFtLiC6IbcMjA+P8O1G+jcbNCw7ytZF51Jf+XvYHqymruP+Z+CbuEEEJ0aderNJo/izNclOwI/yXoS7xxD0QCtNiWxtjAa2DKwLjtk444gtpHH8OzYAHJJ5xgVngpZoVXbooD//YSDK8X+8iR5g67WeGlGzpfl3/N4fmHo6narnc4QNksKr7Qriu8nLbI0HpTbkoX907igCSBlxBCCNGHPOHAC+CksXmd3k92WKC1Br79L6x7DzZ+CKfdB9OuMjcIeOGhQ2DOfbQe/RRg3lyV1JlPh8cVpJLhtjFlUDqvLytne62HQVnxM7iOvNucpbXtb6eZbRSBNnBlRN/3BUM4LFqnoAyAoB8+/ROt+njqnlxAy9f34XVaePxMjbmjW8l0uziq4Gw+nz2erNMnMPKKZiouv4rfvhTixqsMzszK4Or3b6JBuZu0mDZCwzAobS5lVdUKam65lZvXBinJquBm7Rv8aW5GuE7ANXA5tqQd1OgBsrxBGlWFp3d8TrDiC4rdA3jkpCc63dh3tGhrXfTPOxq9qIo5TyWtY0tj1Vpq1yZhH1rMSzMtPLXqP5w19Cwm5Uzq9vhCCCH6t8h3Z1eBlx4TeH22yQAHEPT2+vMiqzMmrPBqq+u0vXPiRBSXi5a5c0k+4QR03UDTFC4+bCC6YeBbvxIAx6hI4LV7FV6zt86mzlvH8cXH9/aSDgg2iznDyzAMPllbxcaqZn5+zDAgPvBSlfh5rJmJZoKKA5YEXkIIIUQfavOH4lYk7OjE0FdcXPsAvOkBqxuOvqU97AKwOsy/f3oH4ysO41bLoax3nEYJaeQk28lJNp8sThtk3uwuXLORokNHoNnbW/YmKJv5s/VpjLt+guJvxkChedadaFMuw6E5aAv4sCSv4bnVlTQHmrGqVnTDvOmjag05lW2Mml1Pm3s+8w518OpkH6dOv4Q/j7+SLGcWAC9/8D7eoE76pKlof70b5cYb+Xn9DB5OX8IXwSpsvndxugp4Z3Mtzf5mPln7DrmfrGDyZoNp2w225Q2kuLKEx/4NKw9L4s4j3kKz5HGRLZ+p2xbxUMMtrDZGsOT7bayccyu/Myq59tNrefXMV7us9ArpBou311OQ5qS8wayIe/LSqfz8haUMyoxvafStnI+vwcqnMw0eX/Mfzhl2Dn+c8cfd/w8uhBCiX4ks+Kt3kXi1tzS68BGudN6DCq9AyOj0edHAy9c58FJsNtzTp9M69xvzo8MtjWdNKgBg55+eRnE6sQ0zwx1aKkGzgSNtF+cR4KFvH+LZ1c8yKmMUJxSf0OtrOhBEZprVtvr51avLafYGueKIwTisWtzQ+lSnFae1/b6uu1WtxYFHAi8hhBCiD3kCwWgo1UljOZfX3s8GZRDjrn7cHPSeqB3giBsgfSANc/+Pn3jfg7r3KNLOZVXBz8z3W6oY/vXvmGv/nILPqvF+4UK7+EVKWjVWffgUtyfP5onUDMqTimnRdGqDrQTWPwrrHwVAQcXI1rl3ceePzqk3uOtjFzuTdR6/Jp/8gpHcO+oCpg+YHredw6rhC98QJp90IrZhQzn6/XKOvOUGfrntHra73wLgt19Dssfgtlc1ist1jOJ80q49i6e1qWQ1VfMHzzImvPQSf9k5kUH6BtLa6qk3BnJl67s4Qn7Ktw5meM50/m6Zw5WTdH768U+59dBbGZE+otO5r9/ZTLM3yFVHDuEfn5hLrh83KpfFvz8Rd4cQsvnLBQC8O6ieO4+8kzOGnJG44k0IIYSIEVmpODYUiRUZWl8cF3jtSYWX2XYXisnXIoFXjacm4T7uww+n5YsvCJSXE9KN6Nwxf1k5LV98gWv6NFRbuFKppcpsZ9zFd+ALa1/g6VVPc+7wc7lp6k0HdTsjtAdeD3yykXqPOWpi9Y5GpgzMiM7w+sPpY5hQmLa/TlH0AQm8hBBCiD7k6arCSw/BR79DweA33MC7+ZMwDIPrX1zG1xurefLSaUwZmG5uq2ow7lzm+A7l2Vdf5/7sd/lZ49usbzNg7bl45j3Ih43r+SItn+3aQAZoFUx4+xJ8isK3SXaWOHMg6CTYMoD8pGzOyHEyZN0rkD8Jz7DjeHdtFfV1Rbz/04tJsiZR76vHufhdfC88RN3iJoKKi5HPvchLw8d0eZ0Oixa9IVRUlbzf/Y7yG39B6Pr7eOboHHYUbuOFUf/gp8NzCPzmTvSanRT8+xGSjz0WAMsT86lKyWbAr29Hy0jHePQxLLYgoQHF1Kg5lCvg16yktnpomLOVZG8y96UW8Cf7Rn7wzg945IRHODz/8LhziszvOmdyAf/4ZAMTCs2hsrGtCACBykqq5pezrhAuPPo6zhx6Zq/+WwshhOh/IvMpG9sSr7gc29Lo78sKr5iWRqtmZXDqYFbVrkq4j2vqFAA8y74lpBeS3dZA6c9+TsuXX4KqknPrb9o3bqnsUTvjR9s/YmzmWG4//PZeX8uBxBYOvP5v/naOGp7FnI01fFsaCbzMMPOMCQP25ymKPiCBlxBCCNGH2vwhXNYOgVfTDnj9x7BtDvMLrmbDNvPJ7IqyRt5ZvgOAuZtq2gOvMI8/yApjKF+PuZ38ub/nuNoP2fj6O1yXm015RgoKrYSCsNXI4uskDdVQMfxpeCsP5S/HXU15nc7T32zjuXUBFk61kr3qCShZi5b8M17Tx5NqNwMh9xdvUfLre9D9KrYBORTf/Q9c3YRdAHarijfY/nTbPWMGQz/8gIrbbqf6o49Iz1e59JXb8PpCqElJFD/5BK6pU82hJxs/4ijvMr4yJgOQc8MNrKr/kKnqalJ+/xmPv7mGFxeWAHD5EYNQfV6+/9DVDHpjG29/9ilXfn0tt865lZdPf5lcd/uQ3YXb6shPdVCc6eLjXxxNboeh/IHKKhrffJOGl18i4Nd55WQn/xnx/Z7+pxVCCCFIdYUDL09XgZcZTOUkO9AsVkKKhtYHM7xCenwL5dTcqby/9X1CeqhTtZV9xAgUl4umD97HmHEZlyx4iZbyNWRcfhkZl1yCNS9mxmhLFaQVd3sOla2VrKxZyfWTr+/1dRxoIhVeAL87bTTfe+QbdoTHIUQCL3vM/dzjl0xJvLK1OKBJ4CWEEEL0EX9Qp67VT3rHgaZv/ATKl8JZj7Cifjr+zRvwBkLROVNgrqzYUavfvOEaP3o0v9l4DZsOr+XZNY/h1hz859h/MDl3Mv/3zjIe/2Qdb955Nj99fjkOi4XrzxrM5EANekoLp09RuPX19XyZdzXfP/xiePcX/Lj8zxxhGQuPqnjLGil5249qtzDwv//FMW5ij67VrPCKb+fQ0tLIv+tOtnn9NM79kvT8Flx5AdyHFGNbcA3M3mRWr4X8/Aw4W82DV4+E1mqOYy7fpJ/L4arGSWNyeXFhCQ6ryvLSBpaWNOAcPYnTvphH2x1/5t7f/5ULP/4Rl35wKScOPJFpedOYlHUIC7bUcsQwc8bY8Nz4FSoDFRVs++EFBCsr8Q3O4q/naZx62Bm4rPGzvYQQQojuJNstaKqyywovTVUoTHMSaLWhhfy9/rxgeCXBYIfAa0ruFF7Z8Arr69czJjP+IZVisZBx8cXUPv44V37yKQC5t/6GjEsvjT+4YUBTORRO7fYcPiv9DOCgH1QfyxYTeGUl2clLcVDZZAaTkfub2NldiRYiEgc+CbyEEEKIPrJ6RyO+oM6korT2FytXw9av4PjbYPJFpMzbBkCzN0hdq3kDHDtkPZbHF0RRQrxWci87U97h36vgkJxD+HPrSfgu/A2ba2qYEQgwA6g3lnJ0qZfxNJP17Ha21dZGj/MXwL/mdWouuxjXpDtYUPNPBmzZwo4VDpo3GKjuJAY+/R9so3oWdgE4rCq+YOflvFW3G+tf/87p93zGf46H41kImz+HlCEw8hRzjklqEf9eoXNS1X9gxzLQA7QaDpbmX8DhwLGjclj7p1nc//F6np23HYD30g/n0nEfUvPRlzirGnn4z/fwr01P88LaF3hm9TNkO/Kpaf0Js8aO63ROwdpaSq66mmBLM5/ePotn/Z8zzBvkoqm/7PH1CiGEEGCu0pjisNDQljjEiszwUhVzlWVfqxXHHlR4BcJBlz8U/507JddsW1xSuaRT4AWQ88tf4Bg7lnV/+BPzBk/h+h/9qPPB67dBW705U7QLhmHw2obXGJ4+nCFpQ3p9HQcam9YeZjmsGjkpdqqazNbTFl8IVQGrJrM9D3YSeAkhhBB9JDJDampsa+LHfwR7Kky5DIBkh9kK0ewN0OAxb5bH5qewobK50/GafQHc+W/xzpaFXDHuCr4/8Cws//o/Gl78C46JE0g97VS24uLjz5fzvc8+4RhFIzSgAPehh5J8wvFoWVlgsXL5Q59y4445VD/wIAB5gAG0ZLlxH3MiOTf9EltR0W5dqz1BhVf0vL1BQCEw4BAYdzqc2HmbtduX8XLLBD6//hh03WD8b9/lupSB0fedNo2JRWn452wFYKuRR/YZh2DPXEH51yvJf/B1nnnwGXwhH1+UfsEtX92Ca9AjbA3W8PL6NA7LPZTUr1fROncungUL8NdWc9cPLKwNfMWphpNrjCQszrTdumYhhBACIM1lo7EtmPC9yKwtVVGwWVQCim0Ph9abx/N1+M7Nc+dRmFTI4p2LuWTMJQn3TTn5JJ6qymRLTQs3JBpKX7bI/Fk4vfN7YWtq17C+fj23zbitdxdwgIptaXRYVHJTHHxb2kBNi4+XFpVwSHG6LGbzHSCBlxBCCNGFW19fyYsLS5g1No9/X3zILm983l1RwZgBKeSkhGdHbfwENn0CJ90JLnNuV7LD/Opt9gap9wRw2zSG5STx2boq1u1sYs6WrTRaP+ebiq/YWl+GktLG79tO4PCnNuOZdx66x0PGlVeQc+ONKFYrJdvqeLJmINk33shfP9nMIxdPYdr4+CGrGwdXM/usk7l9ZiGeBQuY+7eH2Tz2MK556Lcoqkpv2K1qONjqrMVnvp5kt3a5v1VT8YcrxNoCIXRU3Pb4GSQT41ZGUuCsR0jZcTgBJYWqjz9m2w/OxzFqJFOLivlh6DL+a3mbJ5Y+yPQNBulf6xTWQiDVhacoi4eP1/BPGMbsIeeT+/pPYeoVvbpuIYQQIsVpjT606ijSeagqClZNMVdq3KOh9eZ3ZccKL4CpeVP5vPRzdENHVRJ/n4cMA62r7/rSBWBLgpyu53Z+Vf4VCgrHFR+3+yd/AIttabRoZuBV2eTltrdW0+oL8dfvdV31Jg4eEngJIYQQCXy1oTo6OP2D1TtZVd7E+PCqf4lsqmphRVkjvz9tNHjqYOWr8M1DkDEEpv84ul2kwuv3b65iWE4SaS4bFx02kJeWrufsZx9Ey3oXRfMwLmMKaXoBk5YEmPDJB3gHDCDljDNIOfVU3Ie2P4l1h1cgXFndBorCwMzOM6nSXDYaPAEs6emkzJrFP9e6GJzl7nXYBWb5f01L4pv9Fp851yTJ0fVthlVTojfxrX4zIHPZ4rcvTHeSlWSLfk4wuQDLSX8h4+3r4arraF60ieZPPyNUV8dZVhuD0gcxpakJw+ultTiLZ4/TmT20EUPZwdjMsTxafBYZr/0EskfBUTf1+tqFEEL0b2ndBl5m4qWoYFFV/PRNhZc/wRiBqblTeXPTm2xu2Mzw9OFd7q919XVfuhAKDgEt8fe1J+Dh7U1vMy5rHBmOjF6d/4EqtsILzHsOb0DnvZUV3HLyyE6zQMXBSQIvIYQQIoFHv9xMVpKdHx89mLtmr+MPb63i+asOJcme+KvzjWVlqAqcOWEAvHAalC+BrJFwxj/B0j7EPjPJ/PPK8kbWVzYzMjeZz0pfJs19H/leHcfWdCwVp2P3uRjva+GyjR/jnDKFgc88jWLtXDEVOZ81FU0ADMx0d9om1WmNG67rC4binmz2hsOqRdsrfvPaCnY2eXnmcjOIi1R+dfW7ArPCKzKAt9VnHqdjhZeiKEwsTOPTdVWAWTmWNu5clPduInOiRubN/wMgUF7Oyu/9gCxvE2nf/z7uw2eQdNRRHGLR+JWvgRZ/CwW2dLSHJkPeOLjkTZB2RiGEEL2U4rSyvbY14XtGTIWX1icVXuGWxgSB17D0YQCUNZftIvBK8J3vazHnjB7V9TzLexbdQ3lLOX864k+9OPMDW8f7oONG5fDHt1YDcNVRg/fHKYm9QAIvIYQQooNV5Y18s7mWW08ZxY+PHkpxhptr/ruUK55exHNXTsdhjQ9mdN3gzWU7OHJ4NjnNq82wa9bf4LCfdTr2kCw3//vxYfzfvO189G0px6x+iVH/+YSHow9/a4A3ottb8vPJv/tvCcMuaA+VtlS3kum2JQyZ0lzW6IB8MG+aOz7Z3F0OixqtzPrfotK49yItjcndVHhZNIVA+Oa91Ze4wgtgYlF74NXUFiQtMwmKpsOWz4E7ALAWFPDO7x/n1SVlrPz9ydF9FSDDkWE+lZ79K2ithvOfl7BLCCHEHrFb1IQVV9Be4aUqYFUjgdeeVHiF2//9nedmZjoyAajz1nWzv4FFTTCSYcdSMEJdzu/6quwrXtv4GleOu5JpedN6ceYHto6BV2G6ix9OK2JUXjJ2i9bFXuJgI4GXEEII0cETc7aQZLdwwaHFAMwal8c/z5/EdS8u4x8fb+DWU0fHbb9oWx3lDW3ccvJIWPQXcx7G5Is7HdcIhai6734yZ8/m2spKrg3fFK8Z4eCIC2/ClZGDlpyMmpSM4nKiORxo2dmoNlunY0W4YwKuRO2MYLZebK5uif7dH9SxW/cs8BqY6aJyiY9mb+dl2Vt6UOFl09ToPBJP+CY+0fbfO6SAlxeXUlbf1l6lNuQY+PwuaK0Ft3mzHwjp2DQV9BA07zRDLcMATy3UbISFj8OhP4Xiw/bgqoUQQggzLEk0UwviZ3hZNBWfsWcVXsFwhVdTgu/bdIe5SE53gVdQ19ESzSAtXWj+LJyacL9Ptn9Cmj2NayZds5tnfHBIFGr97dwJ++FMxN4kgZcQQggRo8kb4N0VFVw6YxApjvaqqjMm5vP28h28t7KiU+D1xrJyXDaNWaklsPJlmHI52DvPfqh94gnqnnoK9/HH0Xj8ISytWc5XGVX86ufPkpfdu5ssm0WNhkeJ2hnBXBa9stEXbmtQ8AX1uOW4e2P0gBQA1u3svLpkiy+IooDL1vVnxLU0Rmd4dd6+MN3FfedN5PzH57ff7A85Fj6/E1a/bv65tZrcphIe0f8Ff7kA9ABoNnOASuSpekohHPvbPblkIYQQAjAf2iRqMYT2Ci8gZmh97yu8It+VLb4ghmHELaBj1+wkWZO6Dbx0HbREFV4Vy805o67Es7nW1q1lbOZYrFrXC9AczPa00l0cHCTwEkIIIWJsq2klpBscOqTzDeCQbDdfrq/udMO5etNWbs9ZgOP11yClAI7/Q9x+ocZGKu++h8bXXyfp5JP425lBvir7iLThafxiyu1M6GXYFWHVFPwhKM5IXOE1KMuNP6Szo6GNogxXn1R4RQKvteHZYbGavUGS7JZuV7W0aAoh3UDXjWhLo7uLirBUl3mz3RSp8CqYAvmTYfbN0W2uA0KocOjPIGsY1G0FfwsMmAR6EEadDo6uFx0QQggheqq7lsYIVVHQVAWvYYVg4nlfPREMtzQaBrT6Q52qoTMcGdR6a7vd325N8P3aUmnesyTgD/nZVL+Jo8Yd1evzPtDt6SxTcXCQwEsIIYSIUVLnARKHR7nJDvwhnfqmFjKsAUKhEP995Hb+z/MGaW2tZrhy5kOdgpXyX95E6/z5ZF59NU9MbeSrba9z89SbuXDUhX3y5LQ13BLYVUvjoHDl17baVgrSnPgj7X97YECqg1SnNWHg1eILktxNOyOYFV4AAV2nqa37mV+RSrtoS6OqEjr3afxr3sOZkg1WB0tmP8VLoZncM6vr4btCCCFEX4i0NHZ8AAbmXE8wZ3hZVBXvnlZ4hdorxlrCD5RiZTgyup/hZZjhWyctVeYKjQmUNJUQNIIMSxvWu5M+CEiFV/8ggZcQQggRIxJ4FSUIvPJSrNygvYbl/itBaUMDLgG+1sdSd8QfOHPWKZ32aVu5ita5c8m+6ZdsO2My//vwci4bexmXjr20z899+uDEbQmDs8zAa0t1K9MGmdvsaYWXoiiMGZDCspKG6GuRG/8Wb5CkbgbWg1mVBubqUzubvCgKZCXZE26b4gxXeMXML3l0RYiHPxvGP86fxKwxeTy+pIDttZ49uiYhhBCiJ2yaimGY7YaR77OI2BleVk3Bq+/hDC+9PfBq9gbIS3XEvZ/hyKC0pbTjblEhXU88tL61GpJyE+5T2mwerziluBdnfHCQCq/+Qf4rCyGE6JeavQG+LW3o9HppnafL1Q6nrL+fX1hfY64+jkedV/P5oBv5nu92Lg78DlvhpISfU/vkk6jJySjnnMI/lv6DLGdWnw+AjdzIFqYnrvDKTbEzKNPFS4tK8QXM1og9rfACs60xdoZXZOn0Fl/nJ9AdRSu8gjpVTV6ykuzR1zpy2zQ0VYlWggGU1XtoC4T46fNLeOSLTfiDepf7CyGEEH0pEpYkamuMzPBSFMJD6y19F3j5gp3ez3BmUNfWzdD6kIHaMfDyt5pt/+7shPuUNJcAUJRc1IszPjj0xX2QOPBJhZcQQoh+6ernFjN/Sx1L/3AiGe72VRBL6jwUd2wNDAVh3sPkrH6K/wuewB+CV+Bu1Whd175EeF6qs9Nn+LZupfmjj2j54clc+ckPafW3cscRd+CwODptuye++c1x0PW4LBRF4frjh/PLl5fz9vJyoG9K+UcPiB/M7wuGsFlUWnzBaFVWV2JbGnc2eclL6fp3oigKKQ5LXIVXU1uQ4gwXk4rSuOeD9QAcUpzWyysRQgghei7yHeYP6rg7FCeb1c7md5dFVWjb41Ua20O1Zm+CwMuRQb2vHt3QUZXO3+26YXSu8GqpMn8m5ST8zNLmUlLtqaTav7uzLy0SePUL8l9ZCCFEv9PmDzF/i/k0dM7G6rj3Suo88fO7dB3+72z45DYYdRoNR/6BOb86lpd+MoMZQzIZEm4XTBTY1D31FNis/LFgAXmuPF4+42XOHHpmn19PToqDnOTuQ7SzJhUwJNvN3eFwqKtqsN0RGVwfEVmxqmczvGJaGhu95HYTeIHZ1hid4YXZ3piVZOOBH07ihNE54WPKbY0QQoi9L1rhFUpU4dU+Mysyw8vYw1Ua08OLt7R0EXjphk6jr7HL/Tut0tgavvdxJw68SppKKE7+7rYzxnJa92zVanFgkwovIYQQ/c7slRXRP8/bXMtZk8xVigIhnR0NXs6eFBMGlS+GbXPghDtQjriB68I3sUXAiz8+DG8gxOodTXEzNXxbtlJ17720fP45644dzE5bBS8ddRfD04fvk+tLRFMVbjxhBNe/uAyASUVpe3zM4blJcX/3BsyKt0RDdTuKhFP3fbSedTubmToovdvtUxzW9lUaMVdsTHfbUBQlOm9N5nEIIYTYF3bV0hjJlyyaWeGlGCGzWlzb/X9+B0M66S4b9Z4ALb5Ap/czHZkA1HnrSHd0/i7VEwVeu6jwKmku2eMVpA8GT182jWE5SbveUBy05M5QCCFEv/PS4lIGZbo4dHAGGyrNGVQVjW3c+d5aQroRP7B+zVugWmHq5eZAjg4cVo0pA9tvMA3DoOz66/AsXkzzpWfw5yklXD3hakakj9jr17Urp48fwIjcJIZku0mPaePsLbtF44yJ+dFfS2yFl7uHgdfrS8vJcNu45LBB3W6f6rTSFPNku8kbjK7e6LaZn5VwKK8QQgjRxyJjAXwJAy+iKzdaVAUf4Rb/XlZ5hXSDtHCFV1ctjUCXKzUmrPBqqTR/Jgi8AqEAFa0V/aLC69hROQkXKRLfHVLhJYQQol+56eXlLNxax69mjaSiwcv/zd/OCfd/yebqFsJzZhmbH27VMwxY8zYMPQ4cPZtj4V2xAv+mzaz/8fHcO2Aug90juXr81XvpanaPqio8c/l02gKhXW/cQw9dMJnTxg/gp88vwRfQ0XXDHFrfw1UabZrKW9ccscsbzhSnhZ1N7f9YaGoLkOI0P8NpM9sRjIR7CiGEEH3LpnVd4WXEVXipMYGXD+y7X00UCBnRWaPdBV613tqE++t6ghle0ZbGzkPrd7TuQDf07/QKjaL/kMBLCCFEvzJvcw0AF04v5oUF5ipEm6pauPGE4Zw9qYCsZHt7O17Ft9BYAsf8usfHr33mGbx2lbvcX3BI9pH8ZtpvsGrdD3Dfl/LTOg/X31N2q3nj7w2GaPWbN+O7nuFl7vOjGQN79HQ12W6lOTy03jAMmryBmAovM/AKJJilIoQQQvS1SEtjou8ds6XRDJismoKPcEX1HlR42SwqbpuWOPByhiu8ulipMXGFVxU40yHB/cm2xm0A/aLCS3z3SeAlhBCiX2n2Brn8iEGkuWycM7mAzdUt3Hb6WFJdCUKpNW+BaoGRp/bo2E0ffkTz+x/w/gyFP554N6cPOb2Pz/7A5LCYgZMvoNMSXjJ9VxVeUwamc9nhg7juuJ7NNXPaNDx+szLNG9AJhIzoSpCucEtjICQ1XkIIIfa+3Rla7zP2rKUxoOtYNJVkhzXhDK9UWyqqonbZ0hhKOLS+CpJyE26/qWETAEPShvTqfIU4kEjgJYQQot8IhnSafUHSnObT1vw0J/f/YFLijQ3DDLwGHQWujG6P27ZyJfXPv0DD7PfYmA/NF5/KaYNP6+OzP3BFKrx8wVB0BaldDa1Pc9m4/cyxPf4Mt12jzR/CMAwa2vwAJIdDNZfdDNyCUuElhBBiH+iupVE3jOhsy/gZXr5efVYo3JKY5LAkrPDSVI00e1rXgZdhoHWcQdpSlbCdEWBzw2ZyXDmk2FISvi/EwUQCLyGEEP1GZOh5qrMHX39li6FuCxx+fZebGH4/1Q89TM2TT+K3q8wZa7D6e5N44Jg7owNr+4NIhZc3oLOt1gMQt2plX3DZLAR1A39IZ12FudDA4Cx3+L1w4KVLhZcQQoi9r7tVGo3YCi9tz4fWB0MGFlUl2WGJVlF3lOHI6DrwChloaoe16lqqoOCQBOdusLp2NcPShvXqXIU40EjgJYQQot9o8JiVQWmuXaxQWLUO/ncBuHNgzFmd3vYsW0brnDk0f/wJvo0b+WKShbdOTWfW2HO4e9wV2DX73jj9A1ZshdfaimasmsL4gp4N+e+pSKjl8YVYsr0eTVWYVJQWfs+8nUn0Dw8hhBCir9m6XaWxm6H1vRDUdayaQpLdErdacaxMR2a3FV4WLcHQenfnFRo/K/mMLY1buGzsZb06VyEONBJ4CSGE6Dca2szZFwnndUV4G+HZM0BR4dJ349oZjVCI6oceovbRx0BVMYYU8a/z3WwYn86Lp71IljNrb1/CAclhjVR4hViyvY4x+anR1/qKOxxqeQIh1lQ0MTwnKRp0uWRovRBCiH3I3u0MLyNa5W1RlfYZXqFeBl4hcwZXisPKjoa2hNtkODJYU7cm8f56+xB986Q94G+BpPjAK6SHeGjZQwxOHcwZQ8/o1bkKcaCRwEsIIUS/0RgJvJzdBF7LnjeHuV71KWSPiL6se73s+M2tNH/wAZ5Zh/PSyS4+r51PljObZ05+st+GXQDp4QCxtK6NZSUNXH103w+6dUYrvIK0eIOkxYSWkeBLWhqFEELsCzbN/E7quqXR/LM5wyuySmNvK7wMrJpKkj3xDC8wV2rsapXGyAywqNYq82eHwOu9re+xuXEz9828D4sqMYH4blB3vYkQQghx4GhsC2AYBk3eADe9vJyalp7fQG6uagEgravAKxSA+f+G4sOhcCpgzrOoefRRNh1zLM0ffEDzVWdz2eSFLGlZw2lDTuPZU56lIKlgj6/rYOayWXDZNN5bWUFQNzhqWN+Hf+7wYPpWf4i2QAhnTAWZI9xSGZCWRiGEEPtAdzO8dINohZc1rqWxtzO8dDRViZvhZRgGayua8PjNv2c4MmgONOMP+eP2NQyj8yqNLeHAK6alUTd0nlz5JKMyRnHiwBN7dZ5CHIgk8BJCCHHQ2FjZzMQ7PuKtb3fw6dpKXltaxp3vre3RvsGQzsOfbyLVae16oPqq16GxFI64IfpS4xtvUv3PB3BOnIj1kb9yff7njMkcw3vnvMfth99OjqvzDIz+KCvJztaaVhxWlSmD0vv8+E5ruKXRH8TjD0aruqD9Hx72Pm6jFEIIIRJpD7xCnd4z4mZ47fkqjUHdnMGV5LDg8YcIhnQe+2oLpzwwh6e+3gpAusP83u04xytS+Jww8EpqX6Xx1Q2vsrVxK5ePvbxfLbojvvsk8BJCCLFX3fHOar5YX9Unx/p6Uw0AX26oJhAy7+LeWFbORU/OJ7SLdrbS+jYaPAFuPnlkXFgSZRjwzUOQPRqGnwRAqKGBqnvuwXnIIfj/ejO/aPwPds3OA8c+gMPSt6sQHuyyksyWjcOGZGK39H3wFKnw8vhCtPlD0RZHgOwkO7ecPJKnL5vW558rhBBCdGQND4HvaoZXZGaWFjvDqwcVXh+t3sk1LyzFMNrvaYLhlsQku3nv0uoLsb22FSC6MnKGw5w32jHwitwbxQdelebPcIVXaXMpf1/8d2YMmMEpg0/Z5TkKcTCRwEsIIcRes3BrHU/P3cZ1Ly6jvItBq7tjVXkTYC73Xd3c/qR07qZa1u9s7nbfTeF2xnH5KYk3WPceVK6EQ38M4eW7q/75T0LNzbx6RgbnvPM9Kj2V3DfzPvLceXt8Ld812cnmypRH7oV2Rmif09XqD+IJhKKD6sFsHbnm2GEMynLvlc8WQgghYu2qpVFN2NLYfYVXVZOXm19ZHh0PAO0tiRZVJcVhHqfZF8AbMD83ci+U6cgEehh4NZaCaoXkPHRD5w9z/4CmaPzpiD9JdZf4zpHASwghxF5R1ezlB4/NA8wbwl/879tdVmHtytYaM7QqrfNQ3ewj2WHhmcvNqp7F2xMPa43YXG3uOzQnKf6Npgp47mx46SJIGwjjzsXQdepffpmGl15mywkjedb/BZeMuYQPzv2AqXlT9+gavquykszA6+gR2bvYsnciAVebP1zhJe2LQggh9hOb1l3gZaDEDK3392CGl2EY/P7NVTSFh9JH7pciwZdFNVsaAZq9QXzhVsrKJvOYXVV4BXU9un9U/TZILQRV44W1L7Ckcgm/nv5reZgnvpP2KPBSFOUXiqKsVhRllaIoLyqK4lAUJUNRlI8VRdkY/tn3gzyEEEIc8KqazKeObpvGHWeOZeG2OhZsqd2jY9Z7zFUW1+1sYkVZA9nJdmaOyCYvxcHCrd0HXpuqWshJtkefkAKwcyU8eTyULYKT7oRrFqCHLGy/4EJ2/vE22sYM4o4x67lo9EXcMu2W6A2l6GzmiGxOGZfH8I6BYh9x22Jv9PW4lkYhhBBiX1IUBZum4kvQ0mjEVHhZ1J4NrV+9o4mP1lSSH54xqodbGiPBl0VTSQ4HXi2+IL5whVdVuMIrGnh1WKkxnHfFV3jVb4f0QWxt3MoDSx/gmMJjOGvoWT2+diEOJr0OvBRFKQCuB6YahjEO0IAfAr8BPjUMYzjwafjvQggh+pnISkJPXDqVqeEh5m8v30GzN9DrY9Z7/EwsSkNTFZaWNJCdZEdRFKYNzmDRtrq4mRcdba5uYWh2OIzRQ7DseXhqlnlnesUHcPi1YHVSec+9tC1fzvZrz+AnZ1cxZuBUbpp6U6/Pub84aWwe/754yl5rh0h2WEh1WllaUg8Q19IohBBC7Gs2i0og2Pm+Q+8wtD6IhoEKga4Dr6bwvdGY8NiFSNAVCLVXaEVmeDV7A/jClWV1rX78QR231Y1NtVHrjX+wGEhU4dWwHdIH8ujyR7FpNm47/DZpZRTfWXva0mgBnIqiWAAXsAM4C3g2/P6zwNl7+BlCCCEOQi3hsvwku4UUp/l083+LSvnFS9/26ngh3aCxLcDMEdm8e/1RzByRzbGjzIGr0welU9nko6w+8ZwwwzDYVNXCsJwkqNsCjx4Jb10DOWPg6k8hbzwAdc+/QMNLL/HRES5uSX6fUZmj+fvMv2NVrQmPK/YdVVU4angWX6yvBsCZaOEBIYQQYh+xWVT8oc6rNMbP8FIAhZDm6LbCKxheiCey6Eu0pTEUqfBSSI7M8PIG8QbaP7e6xYeiKBQlF7GhfkPccSP3Yu5wWMbWr8BTCwMmsbVxKxOzJ5Ll3DuzN4U4EPT6btEwjHJFUf4OlABtwEeGYXykKEquYRgV4W0qFEWR9dqFEKIfilR4JdktcW2Eayu6Hy7flca2AIYBGS4rBWlOnr1ievS9qYPMUv5F2+ooynB12re6xUeL189p3nfg6WfNm87znoUxZ4Gi4Nu6lYZXXqX2madZMdLOOyel8n/H3s+knEm9Olexd8wckc27KyoAcMkMLyGEEPuRTVN3OcMrEnyFNBuWbobWRwKuyDD8RDO8Ii2Nf353DTUt/ui+lU1eCtKczMifwSsbXsEb9EZXko7ciyU7rGZF+2d3QnI+TLyAso1PMDF7Yq+vX4iDwZ60NKZjVnMNBvIBt6IoF+/G/j9WFGWxoiiLq6ure3saQgghDlDNkcDLYcERE06oMd88kVL8nqhrNW/u0t22Tu+NzE0m2WFh0bY6CAUJ1W0zh9G3NUDpIpTXrmSe/ToOW/c3cGfBj96GsWfjCbbx8Qt/ZdNpp1L9zFPMHwGvXFDA4yc/KWHXAWhmzEB8meElhBBif7JZEgdehmFEg65o4KU6INi5Ct0wDDZWNkeDqcgw/JARCbzCLYkxM7wiYdfATPMBX1V4cP3h+YfjC/lYUrkkevzmmGp7Nn8KpfPh6Jto1H00+5spTC7ck1+BEAe8PekHOAHYahhGNYCiKK8DhwOViqIMCFd3DQCqEu1sGMbjwOMAU6dO3bNlu4QQQhxwImX0yfb4dsDozZ9ucMifP+asSfk88MPJuzxevScceLk6B16qqjAuP5Xq8i147r8AV2tZ3Psp1lQ+0kdz5Ok/In36hZS37uDrdS/x1scPcfMTtZQPsPHNL45l8ODJvDjqAmxa588Q+19OioMxA1JYU9EkgZcQQoj9ymxpTFDhpdMp8NI1G8RUeO1oaOOVxWW8sayMbbUeJhWlAWC3qtFjQHtLo6YqOK0aqmK2TAIUZ7jYXuuJDq6fmjcVm2pj7o65HFFwBEB0bmqGvxw+/CWkFsHkSyhr3AQggZf4ztuTwKsEOExRFBdmS+PxwGKgFbgU+Fv451t7epJCCCEODJGh8EtL6llb0czFhw3stM28zbWsqWji/o/XA+CwxhcTa+Gbvx0N5pPOt77d0aPAK7J9RoIKL2o2cnXroxzW+AGapvDHwKXMGDGAU0ak0mrYubd8NK+sbOKbSTO4Y/6feHXDq9j9Bve9rGF3p3LMC29yUp4sx30wOGZkNmsqmqSlUQghxH7Vk5bGyM+gaodAe4XXhU/MZ3udhxlDMimp81Db6oseE9oruyItjVZNQVHMwfVN4QeKeSkOLKpCZbjCy2lxMiV3Ch9v/YpfHHIzVk2lxRdEQWfIBz8CfxNc9BpY7Oxo2QFAvju/j38rQhxY9mSG1wJFUV4FlgJBYBlmxVYS8LKiKFdihmLn9cWJCiGE2P9+9vxSPli9M/r3k8fmkZ1sB6DB4+eKZxaxtKQhbp/YlX/ctKFhzpXYUtNKNvWcaZkH3zZBzijIHoVhceAP6dHBrRFvf7uDnGQ7o/KS409qybPwzvUcrVjZpBTxYd7PeW5zPm9stXD0D49n3J9fQnN9Rl5hI+e8dQ+13lpu8h3DYa+uxajZQfHTj2GTsOugcdakAj5YtZPB2e79fSpCCCH6MZtFja6WGCt2aH3kFqjj0PqGtgAXTi/mznPGM/oPH0SDs8gMr0iFVyj8By08DyLZYY0GXi6bRnayncqm9sqxYtdk5lXM447Zc/nLGUfR7A0yWdmEtXErnPMYFE4BoKLFnIeZnySBl/hu26MljgzDuA24rcPLPsxqLyGEEN8hwZAeDbsmF6exrKSB7bWt0cDr1SVl0bDrt6eO4q7Z69p3Ll3Iw9YHmKUuwtvigBeOJD04kHfsr5Kn1MObz5vbubP5W+G/eWy5nyS7hV/NGsmPZgxC1w2+2VzLD6YWYtFiKsZqN/PenD/x9KChbFVs+PUgKs+QMkInZBjMfPl2koa3ANCEysSkCTwUPA/1/gexDh5M7mOP4j7ssL3+uxN9Z2ReMp/dfMz+Pg0hhBD9XHczvDoNrVfjWxpDISMabllUJRqcRYfWhyvqA+GWRqtqHicyxwvMuV45KY5ohRfAYPckAJZWLQWOosUX5FjtWwxFQxl5SnS7itYKXBYXKbaUXl+/EAcDWdNbCCFEj2yoNIOju88dz/TBmRz79y/YVuuJrpBoUdsruSYWpgGgoMPz34dNH3OM5ubZ4MkkqX7Or9/OhJqP2Grkck7wL7x2w0moVavg7ev5ycYfc6R7KFarnfWz3WwtfhDNkUJbIMSY/PCNmWHAli+Y9+Zl3JqZzLCUfAYGR7G6vAVFDTAiJ4W61gDVNX6MkJtg8zhunHk4PxuTzpYzz8I+eTIDn3sWxRo/X0wIIYQQoifsFjU6bD6WQYIKL9UR19IY0HWs4Qd4mqbgC+jhY5rV7ZFVGiM/tfA9VpK9/Z/vId1goDtIYdUnEJgIVgcDXAUAtIZqAXNo/Qx1G0r2KHCkRvetaK1ggHtAXBW+EN9FEngJIYTokWWl9QAcOjiT/DQnmqqwvbY1+r435ilnToqDgZkuDgssgE0fw1E3ox16PbVfV/DnLzYz68qTuPmFb/h4UzOgUOMcSM64kZBaxPZnb2GgWke+28rUtm8oe+FcNs0yK8CG5ybDutnw8R+pq9/Mb4sKGZxcxAtnvsKTX5axdOkGAO45/yiS7BaOvPtz84QMg0ENVZRc9ksIBsn/610SdgkhhBCi17qb4aV2qPAKqjYINka3CYaM6INCi6rQFAwBZogWOQZAIDwUPxKOWWOq3IsaFvKL8rtIDVTBh41w+v1g2DFCdryGec/W7A0wRt0OA2bFnWNFawV5STLOQXz3SeAlhBCiR+ZsqCE/1QyyFEWhOMPFxnDVF0BNc3upfk6ynU9/ORPtlf9AWR4ccytOzcL0wT4e+WIzq3c0sr5OR1UUdAMaPAFykh1QNJ2bHHcwtiCVhy6YzEvPPsz5W39H7Re/Z5RyJKNrWgi+dy2f5wziiZGTafQ38Oix/8ChOUjzNpPsb2WE4iHrnZcI1Tdww7JVFLTUUNRcSdpbrQRdLoqeeBzboEH74TcohBBCiO8Ka5eBV/v80vYKLzsEzNZDwzAI6kZ0RIOmKtGVFyMtjZHVGTtWeEV+2vFzydZf0+rIY7lvCBMWP4Uy9XLa/FnowVR0owpWv8ER5V+STT3kHxJ3jhUtFYzNHNtXvwohDlgSeAkhhNilQEhn7qYaTp/YXv4+Jj+F5aUN0W2qW9oDL7fdYs6q2PI5jD8PNPPrZnyBWU7/6pIyyurNZbiXljTQ4AlE9/X4QzjDKzuOOu5i/vvYp1xY9y4f2N8l+DbcWDSYLy1eBmjp3HXUXeR+tpKN91/B1Lo6Xo6cy3ug2O2c5E6i1pnGwJkn4TrkENxHHY01N2cv/qaEEEII0R/YLCr+UOIZXp0qvDQ7eMzAK7LyYnuFV3vVlq1ThVd4Wy0+8BqllGAzfCwafSO/nWfwhfM38MRx5I75Lc6Ag3zLWnjlMk4FPrMdy3GH/Cj6GW3BNup99QxwD+iT34MQBzIJvIQQQuzSt6UNNPuCHD08O/rauPxU3ltRQYPHz7KSBt761lzi2hEOq9g2B/wtEDMkNTPJXGXx9aXlAMwYmhkOvPzRbTz+IC6b+fWUm+LgrOCVPBY6nfPzq9g5bDNfVi3glqm3cNHoi2h5bzY7fv8HXFOnUnL6+by9eDu2nGzu+POVWLLbz1UIIYQQoi91NbTebGkMV3iFXwsq9ugqjcEuQixob2nsOMMrEopFth2rbjf/XjCR7cZO1p7xBmO+voGpK2/ntKwM5lockFbMY/o5fOE+heOsjuhn7Gw1FyDKc0tLo/juk8BLCCHELs3ZWIOqwOHDsqKvjcxLAmBzdSuPfbUZgPOmFHLveRPNDdZ/ABYnDD467lhvXXsEVU0+vIEQNovKvz7fTGNbgEZPgDUVTbQFQjht5tDWDLcVzb2JCtdWXsnYQU3VOn4y4Sf8aOyP8CxeTMVvf4fr0EMpevwxtmxt5JWmRUwoTJWwSwghhBB7lc2iRmdsxdL19squ9hle7YFXQA/P5eoQYkFM4BWp8ApvGwnHIscbqZTgVd24c4YCOym3D2fMNQt56YPP8K3/DdVJPlqumsMbT66gyBk/s7SipQJAKrxEvyCBlxBCiF1aWdbAiNxkUmNumrKTzKeF63Y2sXBrHT+ZOYRfnTzKfNPXAitfhpGzwOqMO5bdolGU4QKgsS0Q/XnFs4tYst0csuq0apQ1l3HHvDtwFc/HMBQUrZhbJt3COXWD2XL2OfjWrcNaXEzhA/9EtdujN4mO8ApHQgghhBB7i01T8XVR4aV0aGkMqbboKo2hbiq8oi2NkQqvUHz7Y2Rm/cSkRmypQ0hz2wDMSnlVo8I2kNd9p+FQ3mDxzipafEGSHfH/5K9oNQOv/KT8Pbh6IQ4OEngJIYTYpTUVTRwxNCvutYwk8ybr6bnb0A34wdQi86atrR7+dxF4G2HGtd0eN9luQVXMofVLtteD6sWW8RWvVD7IE6/vwG11k9zyA3aUjeP5nx/LaG81W2/4IdacHHJuuYXUs85ES0sDiN502q1qN58ohBBCCLHn7F20NBpGTIgV/hFQ7WCEIBSMqdoy71cssYGXZj60i8z5Cka27VANNsRah5o2kjSX+SAyMgu1LRBCD5jzUpft2E6LzyDZ3jnwUhWVbJdUw4vvPgm8hBBCdKumxUdlk48x+Slxr2eGnypuqmphYmEqQ7OTwO+Bp06Bus1w7n+gcGq3x1ZVhVSnlYY2P6p9J86i/6Bam0m3HcKl48/j9CGnc+MLW9lh1DHEFqTsqutQXS6Kn30Ga25u3LEmFaWRZLdw/fHD+/YXIIQQQgjRQWRovWEY0QV9wKzwsqqRFkTztZBqN/8QbCMYMv8Jbu2w8qKigDVc9aVHA6/4arCfzRzGvE01JHkrIO0EkuwWNFWhoc2chdrmD+FSMwDYUFtGszeXpAQVXtnObKxqfKujEN9FEngJIYTo1tqKJgDGDIgPvBzW9tbBsyYVmH9Y+DhUr4ULX4ERJ/Xo+EnuJhY2fIGz+DMwNFq3/YzLzjiT740vxF9SwllL3uF7WzdRceptGH4/xU8/1SnsAkh321h1x8m9vEohhBBCiJ6zaSqGYYZSkaAK4ofWR34GVPMhIQEvwZAb6FzhZVXVaPgVmeEV7NDSOL4wlWW/mg53t0JqEYqikOa0Uh+p8PKHcGuZtALbG3YQ0nNIdnSY4dVaIe2Mot+QwEsIIUS3IoHX6A6BV6yjhmeZrYxf3w/DT+px2LW9aTue7Puo11vRvUPxVZ2O7s0ldWcJ1Q+/Re0TTzApEEAtKCTl1FNI+8H5OMeP65PrEkIIIYTorci8LX9Qx6q1j1PQDaIVX5HCrzZruvmHlkoC2iCgvZpLi6n0UsN/vvX1lRw6OJMZQzOB9pZGABpKzZ9pReYPl5XGcODlCYRwWpNpM+zsaC0HJpHUsaWxpYLx2eP38OqFODhI4CWEEKJba3Y0kZ/qID3cwpjI0Owk+PR2c27X8X/s0XG9QS+/nP1zTloZZEJoFhs3NjOg5UOKmyvJf6uKGiDphOPJ+8Mfsebm9M3FCCGEEEL0gdjAy21vf90wjGgrY6TCq8EeroRv2E4wbSDQHnRFwiyLqqCFty+rb6Osvoxpg8ygzBJTQUZjOPBKjQReNuo9Zkuj1x/CZbUQsORRq1QBxA2t9wa97PTs5CR3zx5MCnGwk8BLCCFEt9ZUNHWa3xXxu1NGkVr+OeqbP4UVL8HECyFv108NDcPgiTn3c9mjWxi2E+AdJgGVznQ0Q8f70xsZ94MzsOZLyb0QQgghDjzRwCsUP7heN9qDrkiFV6MjfD9Tv41A8pFA50H0mqbErdgI4A2EzG1jA69ohVex+cNpZUejFzCH1jutGnZHIfVt64D4wOuzks8I6kGOyD+idxctxEFGAi8hhBBd8gZCbK5uZdbYvM5vNlVw9dYbYNsccKTBlMvg5Lt2ecw33vk722e/yoRvG8lu0Sh44H6SjpmJz1A45faPAXj3vCOx5qf27cUIIYQQQvQRm9Ze4RVLT1Dh5dVSwJ4C9dsIFZpzuSItjZEwy6J2DrxW7Wgi3WUlOymmhKyxFCxOcJntjilOKxuqmgHw+EMkOywku4rY0DIPCJFkb5/h9dbmt8h35zM1r/tFhYT4rpDASwghRJc2VDYT0o3E87vevwVK5sMp98DUK0Db9Wo/X/39Fkb8511GAP4h+Qz8519IOXQGAM6Y7UbkJvfNBQghhBBC7AWRCi9fp8ALIFzhFXkNBdIGQv12grq5fWRofewMr46B1+JtdUwZmB63CiQNJeb8rvBrLpuGx2dWgnkDIXKS7eS7C1EUHcVWF63wqmytZH7FfK4efzWqoiJEfyCBlxBC9HOGYfDIF5uxqAo/mTk07r0dDWaJfHGmq/1FXYdFT8Dad8x5XYf+pEefs+6d58l+8l02TEhn1uPvYk/LSLhdboo9ehMphBBCCHEgslsSV3glmuFlGED6QKjZSCC88qI1EnQp7bO8ItvnUYuKwbbaLH44vTj+g+u3muFZmNtuocUXBMwKL5dNozh5kPn5ttro0Pp3tryDbuicNfSsPrh6IQ4OEngJIUQ/pesGv31jJaX1HuZuqiXDbePHRw+Je4oYmR3hsoW/Ljx18MJ5UL4YBh8NM67b5ef4gj6+efZuUh76H/W5Fg5/4lXsqYnDrrm/OY4Uh3w1CSGEEOLAFlmZseMMLyPBDC/dMCB9EGz6hGBw1xVe8x3m/dUg73+ZOjC9/eC6DrWbYdBR0ZfcNgu+oE4wpJszvGwag1PNQEy11pDiMCvwP9z2IZNzJlOUUtRXvwIhDnjyrwohhOinalp9/G+ROfi0KMNJaV0bpXVtcdVcbeHAy2nVzBc++wvsWAbnPAYTzm+/k+tCvaeOz394IqM3eCgrdDDwoX+Rndr1IPqCNGeX7wkhhBBCHChsXVR46YZBeB599CGiEQm8gl4UTyUQM7sr5qdFVdAIRY81WKthXEHMTNOmcgh4IHNY9CW33bxHa/WH8PpDOKwaeUkZGCEHqr0Gt12j2lPNurp13HjIjX12/UIcDKRnRAgh+pG1FU38+tUV/Pi5xTz19TYApg5M55ELpwCwrLQ+bvs2f0zg5ffA8hdh0oUw8Ye7DLsMw+D/Hvk5ozd4aLr8DI7/YBEjRh/e9xclhBBCCLGPRYbWBzqt0mjEVcurChhgBl6AtanE/BldpdH8aVEVVFVhuFIe3fey9OU4Ig8dASpXmz+zRkRfcodbFlt9QTwBs6Ux2WEj5BmENXkFLYEmvtnxDQBHFMjqjKJ/kcBLCCH6kRcXlvDKklLmba7l0S83A3DTSSMZPSAZl01jWUlD3PaRCi+HTYWNH5lPFSf8oEef9dbGNxj51nLaCjKYfvNfUS1SVCyEEEKI74auKrxiWxrB/HO0pRGwhwOvSPuiJdrSqKIpCiOUMgA8hp1Z+lftBw4FzEr7pDzInxx92WUzA7EGT4CQbuC0aiQ5LPiqZ4Hm5eFvH+br8q/JcmYxMn1kH/4GhDjwSeAlhBD9SG2Ln0GZbi4/YlD0tcwkGxZNZXxBKktL6ilvaIu+5w2EUJXwU8zVb4A7GwZ2/3Swxd/C4yseZ/azd1BcDYOv/xWKpnW7jxBCCCHEwaTrVRrbh9ZDJPACUs3ZWfZWc5yEVWuf3QWRCi/IVsxq+38FzyLXsxF2rjIPNO9fULkSTr0X7EnR40eG0te0+ABw2iy4rBq6L49A/WG8tP4lPtj2AUcWHBm/2qMQ/YAEXkII0Y/UtvrIcNuYUJgWfS3DbQNgUlEaK8oaOeJvn7GlugUwWxqdVg0l4IENH8KYs0DtOryqaKng9DdO55m5D3L5VxrawGLSTj99r16TEEIIIcS+Fl2lsVNLY3yFF0p4aL3VAcn5OFvMwCsytN4SM7TeoqrkKg14DSuDT/45qBZY8T+o2wJf/BVGnQ5jzoz7vMjCQrWt4cDLqqGGj+mrPoGJ2RM5ZdAp/GLKL/r4NyDEgU/6S4QQoh+pa/UzOMvNlJgVf9JdZuA1akBy9LXF2+oZkp0UXe2H9e9DsA3GntPlsQN6gF99eQtHfdPIBV/bUPxBCu//i1R3CSGEEOI7xxa+v0k0tF6Jq/AiPMQLSB+Is8Wc0RUbdEX+rikKOUo9VUYaijsbhp0IK1+Fuq2gWs3qrg4iQ+trmv0AOG0xNS26i+dPfX5PL1WIg5ZUeAkhRD9S1+onw20nPVzVBe03WiNy2wOvRdvqAHOG10htB7z/a3P2RPGMLo/972//jTJ/GRd+6CVp8hSGvPUmrmnT9s6FCCGEEELsR7s9wwsgtRBn204ArAkqvFQVcmiginTsVhUmng/NFbDuXTj0x5DSeaVrd8eWRmt7TYumSguj6N+kwksIIfoJXTeoa/WTGQ67/nH+RDZWtkTfH5bTPg8iEnjZ23bygP92cFngotcStjMG9AD/XftfXlj0BP/61IFtcC5Fj/wLxWbrtK0QQgghxHdBe+AVinu94wwvBbPNEQB7Ctagee9l0dqH1YMZgGmqQo7SwAajEIdFg+GntB9o+o8Tnoc73NJYHZ3hZd6rff3rY+NXeBSiH5LASwgh+omGtgC6YQ6pBzhncmHc+3aLxgtXHcqXG6p5/KstVDZ5Oan6OVKNJvjRV5A1rNMxG32NXP7h5Wys38ivV+bjri8l/99/lbBLCCGEEN9pti5neBmdKrwiBV44IoGXgTUcdIULvcwKLz1IoVLN5/okRllVc+7X5R+APRmS8xKeR7SlscVsaYys2liY7uqLyxTioCYtjUII0U80tQUASHVau9zmiGFZnD5hAABf/fdujm15j89dJ0Pu2ITbP7j0QbbWb+bR4AVM+WIHqWedhXPixL4/eSGEEEKIA4hNS9zSqBvErYaoRIbWA9iT0YwgdgKdKrwsqoKlZh0OJcAKfUh7ddbAGZA3rsvziA6tb2kfWi+EMEngJYQQB7GNlc1sqmru0bZtAbPkPvLkL6GAl7FVs/mz5SnOrHiQL0IT+V/mtQk33d60nU+Xvcq/X3CTce//YR8xnNzf/Hq3r0EIIYQQ4mBjDQdWnWd4dWhpVBSMaOCVAkAKnrhh9QCqqqBVLAXgW2Oo2dLYA5qq4LCq7TO8urvPE6KfkZZGIYQ4SBmGwRXPLqKyycc9507g7MkF3W4fCby6nOdgGPD61Whr3+Z7mp1P9UP4beBKploStyc+uughfvl6kNSaNvL//ndSTj0FRZXnKEIIIYT47lMUBZtFxdeppbHj0Pr2RRpxpAKQpLRFh9ZHgq9khwVlxxJqjWRKjZxoq2JPJNkt0ZZGqfASop38y0QIIQ5S63Y2U1rXRorDyo0vfctb35Z3u73XbwZeXd4ILX0O1r4Nx/+R7VevZ87k+2ggmZXlDZ02XVO7BuvL7zO8TKfgb38l9fTTJOwSQgghRL9i19QELY0GMXlX/CqNdnNF7HStLRp0RX6mu2xQtoTl+lBAIdNt7/F5uGwWQuHJ+BJ4CdFOKryEEOIgtbSkHoBXfjqDa15YyoOfbuSMCfmoXSxBHanw6lTq7ms2w66Pfg+DZ8IRNzJG1birIA2bpjJ9cGbc5m9teosHP/8L9843sM88kpRZs/r+4oQQQgghDnBWS+fAy+hQ4aUoStwqjQBpqjf6vi+8ymOW1Q/V61iufw8wK756ym1v31ZaGoVoJ4/jhRDiILWz0YuqQFG6kx8fPYTN1a18uaG6y+2jgVfsk79lz8PfR8KHv4XBR8MFL4Jqvq8oCnecNY7TwkPsAb4u/5p/zv4dv3vZwBlUKLhFZnYJIYQQon+yaSqBBKs0KnEzvIiZ4WVWeGVY2gOvBo+5qNCQ4EbAYLkxFKDLB5iJuG2RezewW+Sf+EJEyP8ahBDiIFTf6ufjNZVkJ9uxaCqnTRhAusvK7JUVXe7T5u8ww2vp/8Fb10DhFLjyE7jkTbC5u/3cl776F/c8Y1BQr1D40EPYhw3rq0sSQgghhDioaKpCh7yrU4WXqpivAeAwK7xSlfbAqzG8inahZy0A3+pDd/s8IhVeLqsWt0KkEP2dtDQKIcRB6OL/LGDdzmZG5CYBYNVUclMc0ZumRLzRCi8VFj0J790MQ4+HH/4XrI5dfua3Vd9S+MFy3F4Y9M7/sA/d/RsyIYQQQojvCoumENI7V3ipXc7wCgdeWlv0/ci9W07TKkgfTENF8m6fR2TAvbQzChFPKryEEOIgYxgGq3c0AVDR0P6EMNlhYWV5I28uK2f+ltpOMyXaAiGyqSftjYvgvZtgWM/DLoBnlj7OcSvAffxxEnYJIYQQot/TVIVgdECXyQy8YmZ4QcwMLzPMSlXaA69Mt7kadlrdCiiY0qvzcNnMOpYuV+IWop+SCi8hhDjIbK5uif45PXyTBOaS1BWNXm586VsApg5M56WfzIiu/uP1+Xnc9g+0knKY9TeY/uPovK5dfmbDZkIff0lSm0HWxT/qu4sRQgghhDhIWVQlujpihG4Q11aoKEp7S6Nmxac4SI4JvP509jjOHKJgnV0BhVPJWmfjlHED2B1JkZZGqfASIo4EXkIIcZAorfPw4eqd0Zuo3506mhPH5EbfT3JYAZg+KINpg9P51+eb2VbbytBUFda8xaw1/2WEugnO+g+M/36PP3dLwxZu/OwGfrYULEMH45o+rW8vTAghhBDiIKSpaqcKL6NjS6MaM7QeaFNcJOOJ/j3FYeW4bLNyn5wxLP79zN0+j0jQ5ZQKLyHiSOAlhBAHiaufW8y6nc2MyktmSLabq48eEvd+5OleYbqTQ4rTAbCueBEW/hl8jRRpyTzDGVy2G2HXurp1XPr+pYzaqTG4QifrtktkGKoQQgghBF1XeMW3NMbM8AJaFRdJtMXtQ1uD+dOV0avzyEyyA+AN6LvYUoj+RWZ4CSHEQaKq2QfAup3NHD08u9P7yQ4z8Epz2Uh2WClWKimY+1tC2aPh8ve5fdR7/Nt2WY8/zzAM7ll0D6N2qNz6thU1JYWUM87sk2sRQgghhDjYdT3Dq/3vqgKxW7QqLtwxFV4AeBvMn460Xp3HwAwXANUtvl7tL8R3lQReQghxEJo5onPgZdPM/0tPdlhIcVq4wfIagZDBqRVX0Zgzjbagvlul7l+WfUnLwoX86tkmLFYbxU89hZbk7rNrEEIIIYQ4mJkVXu1VVYZhYHSY4WWu0ti+Twsu3EbHwKvR/OlI7dV5FGeagVddq79X+wvxXSUtjUIIcZCxaSqHDulc8h4I33DZLCqZ1Qs4V/uafwXPZL3PxcVPLmBleWO0CmxXgnqQZz/8G9e/r2DLyWXwa6+ipfbuJkwIIYQQ4rtIUxWCofY0K9K5GNfSqBDX0thsOBlgNMQfyNsIigq2pF6dR1G6q1f7CfFdJxVeQghxEPAHdRrbAgBMG5weXX46ViBo3kzZlSDpC+9jp5HOA8Fz/7+9+w6PqkzfOP490zLpPSEhoXekI4qIFBW7a++997a6trX8LGtZ26rrqqtrxd57AVQQARVElN5DIL0nk5lMOb8/ZtJIQk0j3J/r4kpyzpkz7xk4JLnneZ+Xv4xM54/NwXcOjxvZfbvP5XO7ee/lW7n0mY3E+Z10/+fDCrtEREREtmKzNu7hVRtsNZzSGFylsUHgRTjhgarGJ6ouDVZ3WXbt1/PwUNP6Y0ak79LjRboqVXiJiHRyZdVeRvzfNwCcd0AvTt03s9njfIEAvYwcjlt4L7aK5TztO58a7Nx73D4UVdYwoV8Sl0/uu83n2jTrcwr+ejMjqv1UJDjp//o7hPXp3erXJCIiIrKnC67S6K/7ujb7slgaTmmsr/wCKA9E4DS2CrzcZbs8nbHWqvuOwGbRwkIiDSnwEhHp5BZlldR9fsfRQ7C28MPMVZP7cvHSs0nwlsCp03n9leBxMU47r1+033afx1dURMHNt1McaWK76XwmHn811vDw1rkIERERkS5m61Uaayu8jEZN6xuv0lhihuM0XeB1g90Z3Ogu3eWG9bUcNk3eEtma7goRkU4uuzjY2HTO36a0GHYBpGyZQWbNOiyH/wMGH73Tz7P+njuwujysueEvTD7jbwq7RERERLZh61Uam+vhBTRqWr/Y3yf4ycYf6ze2QoWXiDSlwEtEpJPLKnYRZrPQPW4bAZRpwjd3QMoQGHbyTj+Ha9Fv+L7+js/H2zjx8Ot3Y7QiIiIie4cmqzQSqvBqcIzFMOqCMNM0me0djNfihC/+BkveAb8XSjZAVGr7DVxkL6HAS0Skk9tUXE1GfHijfhBND/oZStbDAdeA1Q7AU6eP4n/njd3u+at++omsa66mOAqMs04gOSK5tYYuIiIi0mVtXeEVaKbCy2Khrmm912/iwcFXQx4GqwM+uBieGA6VedBncnsOXWSvoMBLRKST21TiIjNhO8tN//ke2Jww6Ki6TceMSGfqoG2/W1j22edkXXAhJTYPD53m4Nyxl7bGkEVERES6POsO9PAyqO/h5fEFG9znpkyEy3+CU6dDdCo4oqD/oe03cJG9hJrWi4h0clnFLsb0jG/5AE8l/PkBDDgcnDE7fF7T5yPv8cfIzYjkxtOquWDs5aRHaTlrERERkR1htRj4/A16eIVmNzaq8DLqK7+8oWPtViNY+jX46OCblT432NU7VaS1KfASEenEylxeKtw+MuNbqPAyTfjkKqguhv0u26lzl3/+Of7NW3j9ZDt3TfkHx/Y9thVGLCIiIrJ3aGmVxoZdKAzDoPYInz+YiNmsloYHKOwSaSOa0igi0oltKgmu0JiZ0MIPQj8/D0s/hKl3QM/xO3xe0+8n/9ln2ZRqIfmQIxR2iYiIiOwkq8WyVQ+vUOBlaVzhVdfDK9CgwktE2pwCLxGRTiyruDbwaqbCyzRh7r+g90Fw4M6trFjx7bf41m/gvfFw8qBTWmOoIiIiInuVrVdprM2+jAZTGg2jvodXXYWXRb+Gi7QH3WkiIp3Ypm0FXsXroHwzDPlL4+6o21G9ZAl5/3iAwuQw8sf1ZXTK6NYaroiIiMheY+um9WYzUxqDFV7Bz2t7eNlU4SXSLhR4iYh0YptKXMSG24lx2pvu3DAn+LHXQTt8vorvvmPjmWfhs8JDx/g4efCpjd6FFBEREZEd07SHV/CjpaUKr1A1mN2qX8NF2oPuNBGRTiyruJoezVV3AayfA1GpkNR/h85lBgLkP/Io9h49eOfmfclNd3J0n6NbcbQiIiIiew+r1Wi+h1fDpvXUB2G1KzraLHqzUaQ9KPASEenE1hdWNt+w3jSDFV69Ju7wdMaqH3+kZu1a5kxN5r28rzl5wMnEhsW28ohFRERE9g4trdLYsHreYhjULtNYG45pSqNI+1DgJSLSSX2wKJtNxdUMTW8mlCpcDZV50HviDp3LX1lJ/iOP4o6P4In4X7hwnwu5ad+bWnnEIiIiInuP2lUaa3t3mc1MabRYUNN6kQ5i6+gBiIhI837ZUEyEw8olB/VpunPNjODHXtsOvALV1ZR/8SXFr7+OZ91anjklnEP6Hs51Y65r/QGLiIiI7EVqpyYGTLAazU9ptDTo4aWm9SLtS4GXiEgnVVBRQ4+EiKaNTdfMgBl3Q/exkNBMGBZi+nxsuuRSXL/8gr1nD9bdcDzzrR8xfcg5bTtwERERkb2ANZRs+QIBrBZrs03roUEPLzWtF2lXutNERDqBCreXDYVVdSXxAAWVHpKjwxofuGYGvHkGJA+AM9/dZv+ugiefwvXLL3S75/9I+vhtHo6czaiUUQxPHt5WlyEiIiKy16it8Krt41Xfw6v+GIth1LbwUtN6kXamwEtEpIOZpsmpz81n8iPfM2tFft32wgoPyVENAq9AAD66AhL7wTmfQERCi+cs+/RTip5/nriTT8J/zFTu+OkOyj3l3L7f7W15KSIiIiJ7jfoKr8Y9vBo3rafuDc3a41ThJdI+NKVRRKSD+AMm932+jNV5lSzLKQfghTnrCXdY6ZscRWGlh6SGFV45i4ON6qfd12LYZZomZR99TN4DD+AcMZy5ZwzjgfcOw2f6uH709QxMGNgOVyYiIiLS9dVVePlrA6+mPbyMBj286prWq4eXSLtQ4CUi0kE2FFXx0twN9EqM4KhhacRH2nl9fhbz1hXVHRMf4ah/wOpvAQP6HtziOXPvvJPSd98jfORIjDuv5cGFVzEyZSR3jb+LHjE92vBqRERERPYu1lCllq9uSmNwu6VJhVfwc29AUxpF2pMCLxGRDlJQ4QHg/uOHMaFfEqZpcsXkfqwrqOL37FL+O2cdIzJi6x+w5lvoPhoiE5s9X/WfSyl99z3izzqLlFtv4arvrsZqWLn/wPvpFtmtPS5JREREZK/RUg+vphVewc/rKrwsmtIo0h4UeImIdJDCymDgVduY3jAM0uPCSY8L58D+SVwxuW99DwhXMWT/CpNubvZcpmmSc+cd2JKTSb7mamZlf8eczXO4ceyNCrtERERE2kDDVRqhYdP6+sTLoEEPr9qm9ZrSKNIuFC2LiHSQ2gqvpKiwZvc3/GGJtbMAE/of2uyxrgU/41m2nOTrrmVu+WLunX8vA+MHcubgM1t72CIiIiJC0wovs9kpjUaDKY3BYExN60Xah+40EZEOUljpwWoxiAu3b//g1d9CeAKkj2p2d8n017HGxfF25haunHklCc4EHj7oYWwWFfKKiIiItIWtV2lsbkqjxVK/3a8eXiLtSoGXiEgHKayoISnKgWV7P/QEArBmBvSdChZrk93Fr71OxYyZOI4/iudXvsyhPQ/l7aPfpk9cnzYauYiIiIjU9uLyb6NpfcNVGr11Uxr1a7hIe9CdJiLSQQoqPS1OZ2xk8evgKoT+05rsKvzPf8i7/36ipk7l2ylx1ARquGbUNTisjmZOJCIiIiKtpbbCy+vfuodX/THBHl7Bz2ub1tvVw0ukXSjwEhHpIIU7Enit/BI+vQ56T4KhxzfaFXC5KPzvC0QdcjBpTzzGO1kfs3/a/vSK7dVmYxYRERGRoNpgqzbQMuumNDbu4eWq8eMPmHVTH7VKo0j70J0mItJBCis8dSs0NqumCt6/GNKGw2nTwda4aqti1neYLhcJZ5/D3Nx55FblcsrAU9p41CIiIiICjYMtaGlKI+SWu7n9wz/qKsHUw0ukfSjwEhHpAKZpUlhZs+0Kr+WfQU0FTLsfwqKb7C776CNs6WlE7DuWd1a9Q3J4MpMzJ7fdoEVERESkTm1sVTuVMRBo2rS+NuR665dN+PwmFoPt928VkVahwEtEpAOUV/uo8QdIitpGr60lb0FcD+gxvskub14+VT/9ROyxx/LOqneZnT2bEweciN2yAys+ioiIiMhuq52ZWDulsbbCy2hQ4VXl8QMQbrfiC5hqWC/SjnS3iYh0gIJKN0DLUxrLt8C672H4qfU/TYUEPB4KHnsMAgF+HGbnvgX3MTljMhcNu6iNRy0iIiIitYxQjVdthVd9D6/6Y1w1PgDCHVZ8/gB2VXeJtBtbRw9ARGRvlF/uASC5uSmNXjd8/2Dw7cKRZzba5V61ii1/vRHP6tXEXng+j+RNZ3zaeB6b/Bh2q6q7RERERNpLXdP60Nd1PbwahFqVoQovp82iCi+RdqbAS0SknX2+JIcr31gEwKC0mPodvhpY9ArMeQwqtsCosyGhd91u0+tl00UXYwYCZD7/HPN71lDx/WucN/Q8hV0iIiIi7ax26mJtZZcZir4a1nDVVng57Va8/gB2qyq8RNqLAi8RkXZkmib/9+lSAEb1iCMhskEPry//BgtfCvbsOv5Z6H1Qo8dW/vADvvx8Mv7zDFEHHcSns64lKTyJcWnj2vMSRERERIT6YGtbPbxcNaEKL7sVn9/EZlGFl0h7UeAlItKOfl5fTH6Fh8sm9eWiifXVW3gqYck7wSmMf/l3fY18A6XvvoctJYWoiRMp85Qxe/NsTh90OjaL/isXERERaW+W2gqv0NeB5np4eWorvCx4AwGs6uEl0m4UL4uItKPX5m8kNtzOtQf3J6lh/64Vn4G3KjiNsZmwy5uXR+WcOcQefzym1cLLS1/GF/BxTJ9j2nH0IiIiIlKr9ke2QGDrpvUNVmkMVXgFm9abmtIo0o5UFiAi0k7u/PhPPluSw0UH9ibcYW288/c3Ia4n9Ni/2ceWffghBALUHHEgl357KfNz5nNIj0MYlDCoHUYuIiIiIltr0rQ+EPxoaebNy3C7FVeNjwiHfgUXaS+620RE2sgLc9bRIyGCaUO7sSirhFfnbSQ91slFE/s0PrB0E6z7ASbd3Gx1lxkIUPre+4Tvtx+XLLuTwupC7hx/Jyf1P6lRjwgRERERaT9GqItX7VTG2o/N/Xhms1godtUQE65fwUXai6Y0ioi0AdM0ue/z5Vzy2kJ+WFXApa8tpHtcOF9dfxDdYp31B25ZDK8cAxYbjDit6Xn8fvLu/wfe7GzyDhnGpopN3DPhHk4ecLLCLhEREZEOVNeOa6um9Q0rvPbrnQCA3zSpcPuIdmplbZH2osBLRKQNlFV76z4/938/U+ML8NL5+xLT8Iec4vXwv8PA54HzPoOE3o3OYZomW265lZLp00k4/3zeSNtIgjOBgzMPbq/LEBEREZEW1L75WBt01fXwavBb9isXjCMt1ok/YFJe7SXaqQovkfaiu01EZBf4/AE8vgCRYc3/N7qxyAXAtCGpnHtAL/bpHkts+Fbv6M3+Z3Ad64u+hdiMJueo+nEu5Z9+StIVV8BFp/HDe4dyztBzsFv1zqCIiIhIR6vv4VU7pTH4dcMKL6fdSkqME1/ApMLtbfzmp4i0KVV4iYjsgrs/XcrQu76mMrTU9NY2FgcDr79OG8iEfklNw67fXofF02G/S5sNu8xAgPzHH8OekUHSZZfy0ZqP8Jt+Tux/Yqtfi4iIiIjsvNopjWbdlEaz0fZadouB1xegwuMjRhVeIu1GgZeIyE6q9Ph4fX4WADe/twR/7dt5DWwuqQYgIz68fqOvBn55EV49Dj6+EvpMgSm3NXmsNyeH/H8+gmfZcpKvvQbTbuP91e8zrts4esb0bJNrEhEREZGdFUy23F4/pa6aBk3rGydeVotBuduLaULM1m+CikibUeAlIrITKtxeRt3zTd3Xn/+Rw8NfrWhyXGGlhwiHtX7KY/kWeOlw+PwGKNsUXJHxjHfAXh+IVf38M+tPPZU1U6ZS/NJLRB9+OBFHHs498+5hc+VmTh54cptfn4iIiIjsmNpKrudmr+Mv/55bV+ll2SrwslkNSqpqANTDS6Qd6W4TkU5vVV4FKdFhxEU4OmwMNb4AN733O2vyK/H6gz/N/P2owWwscvHc7HX0T43mpDH1UxOLKj0kRYWFHlwFr50QDLpOfgWGHtfk/AGPhy033wIGJF9/PTGHTcPesyc3fH8DM7JmcMnwSzis52HtcakiIiIisgNqK7kKKjzklbtbnNJotVgocQUXNFIPL5H2o8BLRDq1zaXVTHt8NsMzYvnkqgM7bBzrCiv5ePEWAC6e2JvuceGcsm8mdquF5Tnl/PPrFZw4unvdDz6FlTUkRjmgdBN8eCkULIezP4S+U5s9f+lbb+HLyaHHyy8Ruf/+APyS+wszsmZw9airuWT4Je1zoSIiIiKyQ2qDLX/ApMYfqGtz0aTCy2JQ7fUDEK3AS6TdaEqjiHRKbq+f2z/8g0Me/QGAJdllZJe4Omw8OaVuAHonRXLjYQM5b0JvIhw27FYLp+ybSV65h+U5FXXHF1Z62MeRB89OgJzf4fjnWgy7/JWVFD77HJEHjK8LuwBeWfoKCc4EzhlyTttenIiIiIjsNCPUw8sXCGCa1M0CMJpUeNVviAlXzYlIe1HgJSKdzvrCKvZ/YCbTF2Rx5LA07j5mCADrCqo6bExbyoJN6KdftB9hNmujfRP7JwGwYH0RAB6fn+ySao6regf8Xrh0Now4rdnzVi9ezIaTT8FfWkry9dfXbV9Xuo4fsn/gtEGn4bQ52+KSRERERGQ3GHUVXsGP7lAV19ZN620NAi9VeIm0HwVeItLuTNPkkld/5as/cwFw1fj4cXUhZdXB3gaPfLOS0lCfg0dOHs4hQ1KB4PTGjpJT6sZiQEp0WJN93WKcxIbbWbixhOvfXszoe74l3FPIiNIZMPJMSOzb7Dndq1ax4ayzCXjcZL7wX8KHDcMb8DJj4wxu/fFWnFYnpw1sPigTERERkY5Vm2vV9u6qnbbYtIdXgwovNa0XaTe620Sk3VV7/XyzLI9vluXx8+0Hc/y/f2JzaTXRYTZ6JkWwOq8SgBfOGYthGHSLcWK1GGwuqQZfDaydCX+8C9WlkDIYEvvB4GMgMqnNxrylrJrUGCc2a9P3CQzDoH9KFJ8tycEw4MTRGRxV+BXWPB/sf3mL5yx48kksTie933sPW0IC32V9x73z76WguoDUiFTuHH8n8c74NrsmEREREdl1dVMaQyVenrrASxVeIp2BAi8RaXe1lVwAEx6chddvcu3B/Vm8qRSrxaBvchSXHtSXIekxANisFnpFw5jlD8Hi76C6GMITICoFNv4Evmr48mY49xPosX9LT7tbckrdpMW2PLWwf2oUv24sYXj3WB45tg/861MYcHiL1V1V8xdQOWMmyddegy0hAW/Ayz9+/gfRjmjuHH8nB3Y/EJtF/0WLiIiIdFaW0PugoV71uH3B4KtpD6/ggU67BYdNk6xE2ot+mxKRdlde7QPg9HGZlFf7SI4O4/pDB7T8AG81TxsPM6BkMT9HTcI44DRWRe3L5nIfp4zJoFdgI7x2PPzwMJz9QZuMOaesmqHdY1vcf/b+vVi2pZyrhnrgzdPBVQQH3dTssZ7169l84404evcm4ZxgQ/pvNnxDblUuT099mkmZk9rkGkRERESk9TRsWg9QXbPtCi9Vd4m0LwVeItLuyt3BCq8jh6UxsX/y9h/w4xMMdv/Gx33u5MEtI8mZ5QZWArBgfTHvXjoey36Xwsx7YNPPkDmuVcdrmiY5ZW4ODfUSa86Q9Bg+nlYFb5wKzhg4+jHIGNPoGH95OTl33UXF199gCQ8n46X/YYmMxDRNXln6Cr1jezMxY2Krjl1ERERE2kZdD6+tmtZvHXhZrcGv1b9LpH2pnlJE2l15aEpjzI68y1VVCPOehsHH8pdz/8qHV0xotHvhxhLeW5hN3oAzMcMT4MVp8NaZ4C5rtfEWV9Xg8QVIjwtv+SC/D2b8X3AK4zWLYewFjXabNTVkX3MtFTNmknjhhfT58gvC+vfHNE3eWfkOy4uXc+6Qc7EY+m9ZREREZE9Q25qrtsKrdkrj1k3rVeEl0jEUMYtIu6ut8IoN3843/Yo8ePdc8Lpg6t8B6Bbr5NSxmbz96yYAxvaM52/vLwFg+mmfMaH4Q5jzKHz/IBz+QKuMd0upG4C02G0EXj88CPlL4eSXISKh0S7TNMm5625c8+eT9uADxB13HAD+gJ875t7Bp+s+ZVy3cRzd9+hWGa+IiIiItIdgkFXbw6t2SqOxdYVXXeClX79F2pPuOBFpd7U9vGK2FXiVboIXDgFPOZzwX0geWLfroZOGc/g+3Sis9DAyM45DH58NQI4/NhiMVebDz8/D2Ashqd9uj7egMhh4pcSENX9A9kKY/U8YcQYMOa5us2maVM6aRcmbb1H1448kXXllXdgF8OWGL/l03adcPOxirhx5JVaLdbfHKiIiIiLtY+tKLo/P3+z22gqvbf7sKyKtTnNnRKRdmabJuwuD1VnbfJfrx8eCqzFe+A0MO6nJ7imDUjh5bCb9U6P59KoDG++c+newhsH3rVPhVbuqZFxzP6RUFcHXt0JYDBz5cKNleQqefJLsK6/Cs3IlydddR9JVV9btc3ldPLXoKQbGD+SqUVcp7BIRERHZw2xdydVS0/raVRrVw0ukfSnwEpF2tXhTKX9uLgfAbm3hv6DqElj8Bow4DboN2+45k6ODlVc1ob4JRKXAvhfC0g+gbPNuj7nM1cIUzKK18Pxk2LIYjn4cwqLrH/PZ5xT951liTzyBft/NIumyS+t+KDJNk3vm30NOVQ637ner+naJiIiI7IG2ruRy+7a9SuMO9a8VkVajiFlE2tXCjSUAHDK45RUPWfwG+Nyw78U7dE6HLRgYef2B+o1jz4efngw2vN/NXl5lLU3B/OlJcBXCBV9C9zEE3G7Kv/oK1/wFlH3+OeFjxpB2110YtuB/taZpMiNrBu+ufJd5OfO4auRVjEkds/XTiYiIiMgewKBxsOX2Bn8W3SrvUg8vkQ6iO05E2tWvG0rIiA/nhXPHNn9ARV6w/1bmfpA2fIfOaQ8t9VxX4QWQ0AfGnAfzn4GYdDjg6l0ec1m1l0iHtXFFmt8Hyz+FgUdA9zG4Fi4k57bbqdm4EWtsLLFHH03qzX/DcDjqHvL68td5+JeH6RbZjatHXc1Fwy7a5TGJiIiISMfaOthqaUqjeniJdAwFXiLSbjYVu5ixPI+z9u/Z/AFrZsCHl4GnIjhFcAdZvTWMyVuB192n8Y6jHgN3OXzzd0gbAb0P2qVxl7u9TaczbvwRXEV4UyZT+uSTFD77HPb0dDJfeIHIA8ZjWOrDMW/AyydrPuGxXx9jSuYUHp/8uHp2iYiIiOzhtg68Wmpab7WqwkukI+iOE5F28/SsNVgsBpdN6tt059pZ8PqJkDIEzv0UUgZv81z+yipKXnuV6j/+pPq337ivpIT88sVUxVyJLSWF350FPP37v9nCZrw9MrDNuYGEP3sTMANYDAsGBhbDEvzcMHDXmGREZzCm2z5E2iMZlDCIwYmDsRgWyqq9Td+RW/ohJevjyL30QTBNog89lPQHH8ASGQmA2+fmk7Wf8O6qd1lTugZfwMeolFHcO+FehV0iIiIiXcDWTetrpzSqh5dI56DAS0Ta3KKsEhasK+a9RdmcvX9PusU6mx708wsQmQIXzwJ7+DbPV/njXHLuvANfTi6Ovn2IHD+eT5fkMHH5IrLOOx+ATZkQeUQq4/ebiGPDj3gqcilNT8FqsREggGmaBMxA3eeLNuSxImw2s7K/rHuegDeaw3seQ5YnHHtEEr8X/E5OZQ4FVXlU/vY1B/4awdo+Ybx7XAIliWuInHUeHr+HEncJZZ4yTEyGJg7lnCHnMCplFJMyJjX5wUhERERE9kxNmtZ7gxVeTXt4BSv/oxV4ibQrBV4iXczxz8zlt6xSDh/ajWfP7hwN0a+cvoicMjeGAVdMbqa6qyIPVn8N+1/eYtgVcLkofPY5KufMwbN8OY4+fej5xnQiRo2izFPG0y9eyjs+G8mlPvoWWDnlFztDXigg0ZJI/KizsX93PRx1LmSOa/b8vWZ+DgT4/f8OotJbyauLvufVP97jmy1vQKgN11lfBD/avSYPfWPgDrew+IrJ9IwJJ8P0U+WtwmF1kOBMIC4sjnHdxrFvt30VcomIiIh0QVs3rfcFzOD2Fnt46ddvkfakO06kC/H5A/yWVQrAV0tzO3YwIaZpUuKqAeC9yw4gJaaZ6q7F0yHgg9HnNnsOf2kpWRdfgnvpUiLGjiXlppuIP+tMLGFhmKbJ3T/djRGxgjjnkdxw8nEMiBtKbMBgy+1/p+jZ5yiy2cgYH0n0n++3GHgFWYgNiyU2LJZRCVN5blMcGDVY7KWcMSGKQ4ekkFZlx37733AXFpH57JPsO/ng3X+RRERERGSPs3WFV0vbalcUb9ITVkTalGX7h4jInsIVKqPuTLJLqnF7A9x33D6M6Rnf9IBAABa9Cj0nQFL/JrtN02TLbbfjXrGCjKefouerr5B44QVYwsLIKs/iuu+uY0bWDKxlRzLQcQZhvoHse+9s1lQGyHjicfp+9SXOIUPYvCAe96y3oaaqyXP4/IEm20pc3tAAHFwyfjz3TjuJEQtLCJx0Ce7lhSQfMYAohV0iIiIie69mA6+mG4/Ypxv/PGk4abHbbtshIq1LgZdIF+LyNA68anxNg5z2tjK3AoDBaTHNH7BhDpSsb7a6y7N+PVv+djOVs2aReuNfiZ46tW7f+rL1nPTpSczLmcc1o64honoqXn+Amcvz8AVMlmSXAeDo1YuMp57CGhPLxq/CKH3qdvwVFY2ep6qm/nUzTZPNpdVsLqkG4METhnHz4QPxbtxI7l13ER5fTb/L+5L0z3d263URERERkT3b1lMaofnAKy7CwcljM9tjSCLSgAIvkS7EVeNr9HVeubuDRlJvfWGwoqpvcmTTnZUFMOMucMbCkGMb75o9m3VHH0PFN9+QeNGFxJ9zTt0+0zS5b/592Cw2Pv7Lx1w8/GIcVis1vgDz1haFnrey7nh7agq93n4Xe6yDnP9+zerx4yl4+t+Y/mDQVeWpf90KKj0c/Oj3PP3dGgBO3TcT0+Vi8w1/xTB8pB8Wjv2St8EW1jovkIiIiIjskZqbvqjWrSKdh3p4ieyB/txcRmZCRJM+AK5QpdKhQ1L5dlkeBz/6A4PSovnoiglYmvuO3A7WFVaREOkgLsLReEfJBnj5GKgqgBNfaNSs3ldczJbbbiesb196vPQ/bImJjR46ffl0fs79mTv2v4O0qDQg2BuhrNrL79mlAHy9NI/rDxmAzRrM9e3du9P76++p/tcZlHy/gsKnn6Zi1kziTjyRCkc0B2xZRrjPww9vuBm2aR1hfi8jC9aw8fTXqcnKwl9aSsaBRdj3vxzCotrs9RIRERGRPUNzCxM1V+ElIh1DgZfIHiYQMDn52Xmcc0BPbj1icKN9tYHXGfv1YGzPeH5YVcBPa4twef1EhXXM7b6uoJLeSc1Ud/38X6jMhQu+hu6j6zZ71q0j7x8PECgrI/3FFxuFXZsrN/Pxmo95fsnzTMmcwkkDTqrbZ7damLeuCK/fJDrMxpr8St5bmM1p43rUHWNEJhJx8+eEx00iekUV+csqyLv3PgDuqD1oEewT+rTa6sBIGUnUxInEDLQTlfUk7HNCa700IiIiIrIH29Gm9SLSMRR4iexhKjw+qr1+ludUNNlXFZrSGBtu59JJfYkMs/HT2iKqPL4OCbw2l1azcGMJ5x7Qq+nO1d8GG9WHwi7P+vVsufEm3EuXgsVC6t9vxzlwQN3hP2z6geu+uw6/6efA7gfyjwP/gcWon5Vtt1qo8QWwWQzev+IApj0+m583FDcKvACw2jAOuoGY/AuIfuIufCkTWPjLCh5/Zz45kYnE1FQxYXA636wpITcigeWPnhh83P+OgMT+kLoPIiIiIiI72sNLRDqGAi+RPUypqwaA1XlNA6/qUIVXpCN4a9eGXJUeH6ntND6AsmovV05fhC8QwDDgwgN7Nz6gZAMUroQx5wFgBgLk3HY7NdnZpN56C9FHHIE9JaXu8OVFy7lp9k0MSBjA45MfJz0qvclz1i73PCIzjgGp0Rw8KKWucX0TQ46DhPsw5j6B/ZLjKO8VYEFa/et51WFjOOa0cKy1b9EVrYWsn+DgO9WYQUREREQAMJrpiK0fFUU6DwVeInuYUpcXgJwyN+VuLzHO+j5etc3XIxxWACJDgdfWqze2tdmrCvhxTSEAp4/LJD1uqyWYV38b/Nh/GgCl77xL9W+/kfbAA8Qdf1yjQ1eVrOKqWVcR44jhqalPkRKRwraM650AwND0GGatzKfGF6gLw+pYrDDhWvj0Wlg7i5nLkwGIj7BT7fUzaUAy4aHXEIDFbwR/ohlx+k68CiIiIiLSlTWXbXVU31wRaUqBl8gepiRU4QWwJr+S0T3i676u9gaDrfrAK/ix0tN49ca2tnRLed3nl0/q1/SA5Z9CQl9I7Is3P5/8Rx8lYv/9iT3uL3WHrCpZxd9//DvLi5cTZY/i5cNf3mbYVVIVfF16Jwb7haXHhWOakF/hJiM+oukDRpwO3z9IzXuXYK84BhtTuGHaPhhQH3a5iuGHh+GXF6DfoRDTtLJMRERERPZOalov0rkp8BLpRLz+ANVeP/PXFpFX4eHs/Xs2Oaa2wguC0xobBl5VntrAK3hr105trGoQeLm9fl6au4EzxvUgNqLxKo+t5Y/NpUQ7bTx52ih6JG4VNpXnwPrZMOlvVC1YQN4DD2J6PKTdfVfdDw3LipZx0TcXEW4N5+Z9b+bw3oeTFJ60zecsCgVe3WKdAKSGPuaVtxB42cLwnPImK166gvvsLzE5Lp/JqYnYCEBWDvi98Ok1wemXo86GqXc0PYeIiIiI7LXUtF6kc1PgJdJJ1PgCHPv0j6zIre8lddiQVFJinI2Oq+3hZRiwKq+y0b7qGh+GAU57cApftFnJfsZyfOUZEOri9euGEh76agWvz9/I3Fumtsm1ZBW7mDoohSmDmqnIWvoBYFKyIZbch87Hlp5G9yeewN6zJz9s+oGZWTOZsXEGUY4oXjr8JbpHdd+h5ywOBV5poaCr9mNOmbvFxzyzIpJ/uW7np+Ffcciq1+CVzxsf4IyD87+CHvvt0BhEREREZO/RXNP65qq+RKRjKPAS6STe+XUTK3IriA6zERlmI7fczYzl+ZyxX+NVBktCFV4DU6NZtVXj+rxyD5EOG0bO7/DDQ/Re/S1vh3kJfP0AbDkR0kZiq0xmXyOLxaX9mLumkAn9tl05tbN8/gA5pW4yRoQ33fnHe/D9QwSSRlLwwpuEjx1DjxdfxBIWxtO/Pc1zS54jyh7FxO4TuXzk5TscdjWUFuoX1i0UFOa2EHiVu728MGcdRw1LJ/2Ux2B+X3DGQtIA8NeArwbShmsao4iIiIg0q7lsSxVeIp2HAi+RnfTa/I2sL6jizmOGtNo53V4/T89aw+gecbx/+QEAHPTP7/h2WW6TwKuoykNsuJ3BaTHMX1dUt33pljLeX5TNrX3Xw4tnQ1g03rEXc8mPkdzacxUD18yAJW+zP/BuGBSYsXheDyPgqMaS0AsyxsHIMyB9NFiaWXKmBfPXFfHglyt49cJxxDjt5FV48AXMptMIFzwPX94EGftSWDgRf9FbpD7zbyxhYfy05SeeX/I8x/Y9lrvH343duvNTLQ0DTLN+ZcrYcDvhdiubil11x+SXu3E6rMQ47bz98yaqavxcNqkv2Bxw4PU7/ZwiIiIisvdqLvBqrupLRDqGAi+RnXTHR38CtGrg9dbPWeSWu3nslBF1ZdCHDu7G6ws2UuXx1a22uKW0mnlri8hMCKd/ahQf/pZNZdZiIuY9hmXVCt522BidvQLSR8KZ72F1xvP97C8Y0ecUBh46ACoL+PDrb/l+4R/cN2gDC9eXsyAQzXERHqyLp8OvL0JcTzj3E4jvtUNjf2LGKhZvKuXj3zZz9vhedQFTRnyDCq/qUvjhIeh9ENXD/4+is84h9i/HEhjSj9nZs7l59s30jevL7fvdvkthF8C3109iY1FV3deGYTCudwIzV+Rz97EmhmFw2vPziYuw89L543jxx/Xs1zuBYRmxu/R8IiIiIrJ3a65BvSq8RDqPHS/jEJE2M29dEb2TIjmgwfTCQ4ekUuMLcP3bi3HVBJvOH/DgLNYWVDEmupSTVt/Kz2FXEvW/SXhXzaSgxkHvpHCMEafBOZ9ARAJWi0G43VrftD4qmaVhI/nWNonoc97Ee9x/+Wvl2fwx5SX460rcxz5FliuPwp+e3OGxe3wBAJ6fsw5XjY/skmqAxhVeM+7GV1JOzpIebDz3fMykeJ4/OMABbx7AlTOvJNIeyX8O+Q8R9maay++gfilRHDw4tdG2o4ankV1SzR+by8gpq2ZdYRWLsko59bl55Fe4ufmIQbv8fCIiIiKyd2su21IPL5HOQxVeIjuhwu3d/kG7oMTlJTkqrNG2fXsFV1/8Zlke17y5mIdOHAaAQYAL8+4nyZ/NR4ERZEfuw0ulI/GGJfDHldOa1FZHO22UNxh3ictLXHiwiiolxo7FkceLfz7Hn+UzKHTnQvcUrAXfMGnmVYxN24+4sDgWb/Dw0o/5fHbFEfRL6I7D6gCCq0ou21LOkLQYlueWc8X0RYzIiMMwID0u1Gy/qhD/L2+wdF4GlsLvmDPcxnv7lVCaN5MzBp3B+PTxjEoZRbQjutVf18OGdON26x98viSHod2DlVxpsU5W5FZwYL+kRitcioiIiIjsjObCrZ3oDCIibWy3Ai/DMOKAF4B9ABO4AFgJvA30AjYAp5imWbI7zyPSWawvrNr+QbugzOWlZ2Lj6iab1cJrF47jka9X8t3KfL74MxeAYyzz6FG9nMBfnuH2DxKpLvUD8OixQ5t80/Xm5nJM3mL8xQ7MvwzBsNspqXaRaJvFozfeC3mFXO0PsK7KoJu1OxceeCoxEQHWLn2Bj+y/MCv7h7pzRfaCU7/4DwYGB/c4mMtHXo63OhWPL8Clk/qQX1HN/V/+zsq8IlKibWD4KHGXs2bOA2xZGE+/PDcvn9edxCmHcFPyCMamjiU5IrlNXs9asRF2JvRL4rMlObhq/EQ4rDx71hhOevYnjhmR1qbPLSIiIiJdW3PTF5ub5igiHWN3K7z+BXxlmuZJhmE4gAjgNmCmaZoPGoZxC3ALcPNuPo8I2SUuUqKdOGwd97bJltL6Ff9M02y1kuUSVw0jM+OabJ/YPxmLYXDmCwt4ZuYKLon4nlvMlwikjsQy4jT6/TiPPzaXMapHHCeOyah7nHv5crb87WY8q1dzUmjbkh9foTTezpEBFwM2e7H7wee04/PB4Yv8wCb4ZDoA44ZEcs3Jfak87T+Uecq4ePps1hTmc+mUZCxheby/+n1mZs0kwdGdyL4uHlthpdxbQvRAH5Wh5xv7mkmfXDhsYYApay3kXHQED97wT6wWa6u8ZjvqqGFp3LRyCa/N38iB/ZIYkRnHgtsOIT5i13qFiYiIiIhACxVeCrxEOo1dDrwMw4gBDgLOAzBNswaoMQzjL8Dk0GGvAN+jwEt20++bSjnxPz/x12kDuXxy3w4bR155feDlD5jYrLv/Dc00TUpdXuIimw9gRveIZ7RtHfd7nmOwZRP0PghOeQ0sVganRfPH5jLSYp11x/uKi8m65BIMq5XAlefwXzZQmvMTB6xyk+IxsVc6+GPkUE76x4NYMzIZeOtnpFSXkOCu4Lb9kumzcSkl776L9YN5JJ/kIDamBzFGH/xV8fSLGMEJozO4ePjFvL78dT5aughLjY9JmT1JcCZQVulg+oINjIu2cuVns4hbW45pQOSpf2HKXx/okJ4Gh+/TjSdmrGZzaTUHDQj2SEuIdLT7OERERESk66ldKbzh1yLSOexOhVcfoAB4yTCMEcBC4Fog1TTNHADTNHMMw0jZ/WHK3qy6xs/1by/GFzD5YVV+mwdeq/IqCLNZ6JkY2WRfboPAq8YfwGbd/WozV42fGn+A+IjmQ5jwTT/whv1eCgPR/LrvY4w98oK676RTBqbwzq/Z5Jd7ADADAbb87WZ8pWXcd1E0f8S8gdWwUe0fx7kX3MSg5J6Mf2AWdx0zhLCePQHwW6zkRCaRE5nEL736c8CFp2CWZlP47TzMe28m6rjzsYfqtTcVV/PsD2s5YXR3rhx5JV/OmcPwcDt37zuaqrlz8axew4RcJ+kfzMBSWUbKoanE/N+H2BISdvt12lXRTjtvXbI/y3PKmzS1FxERERHZHQbB3j4WAwKmKrxEOpPdCbxswGjgatM0FxiG8S+C0xd3iGEYlwCXAPTo0WM3hiFd3f1fLGNdYRVje8azaGMpHp+fMFvbTYub9vhsADY8eFSTfbllDQIvX4AWMqqdUuKqAWh+il3JBnjnPCoienBy2V/5csqJjd42mjwwhXG9Evhrfyt5jzxKyfwfMf9cwX8Pt1DRI4EHR9xGhH8Q57+4AksgkW+X5QE0O31yULdoXpu3kYsm9qHbg//Ct3QMRe98S9E733J5fCqXud14v7XjsdpYmd4N44wTiF24nhMTPKw5+Cb8BYUAdAfCB/cmrddKwi5+GDow7KqVmRBBZsKurwApIiIiItIcI1Ti5bRbcdX4m+3rJSIdY3cCr2wg2zTNBaGv3yMYeOUZhpEWqu5KA/Kbe7Bpms8DzwOMHTvWbO4YkblrCnl9fhYXT+zNkPQYfn37d35YWcC0od3a/LkDARPLVt+xtg68dsW/ZqxmSHoMhw4JVhvlVwSrs+IapmdZC+DHxyFrHgAx573Dm0Zq3THevHxKXn8N75YcHti4gZonlpJnhQ0p8OsUG/3OvZT/G3oOMY4YNhRWASu477NlrM6vZHSPOPYJrVjY0IMnDue4f8/lv7PXcf2hA+jxv5fwvXoe5WtqyM8CV2Q4NiNApOnFmZtF4Z138vfQY8PGjSPh3nuJHDcOw+nEePcc2BgLAw7fpddIRERERGRPYDHAD4TXBV5KvEQ6i10OvEzTzDUMY5NhGANN01wJHAwsC/05F3gw9PHjVhmp7JVmLM/Dabdw42EDWbqlHIBLXlvIu5eNZ99erV85ZDaYgJ9V7KJXUuNpjYWVnrrPPdsIvEzTxFXjp9rrJykqrNG+x2esAoIVZJuKXVz71m9Ehdnqq67ylsH0k8AeAYOOgjHnE5bch16hx/vKylhx7mlYsnIpi3eQH+Hj5ykWXIeP54BB07g4bTyZMZl1z5cYFQzJVudXctSwNB49ZQT2BlMxB3WLprzay8jMOI7YpxsvzFnHOeN7kthrArbrZpPw6rFM6vNbo2uoMW183/MhHlng5cXbjiOzZ4MVD7f8Bss/gwOvA5t6ZYmIiIhI12WEJjU67cEZKB3Rs1ZEmre7qzReDUwPrdC4DjgfsADvGIZxIZAFnLybzyF7sE3Frt2aSvbz+mJG94gnzGalV4OeWg0rrVpThcdX9/kLP67jvuOGNdpfVu0l3G6l2hvsu9Wcb5bmct3bi3HV+AF46bx9mTIo2MqussH5Ad75dRObiqt55YJxpMY4wVsN75wdDLsungmxwZUXPX4P8xd/Tt5Ps0h5fy6J+W6ePicR98j+9I7tzUl9jmZ06uhmxxMVVn+bXzGlb90341pfXDOR2pjv8sl9+fLPXGavLuD4URkQk4Z59kc888jtxO0zjTNPOJ7nv/mNY34+kxG5T+DJuJ+M5DCYdT9smg9bfgdPGUR1g/FXbefVFhERERHZs9XmW0578A1lTWkU6Tx2K/AyTXMxMLaZXQfvznmla3jnl0387f0lvH/5AYzpGb/Tjw8ETFbmVnDRxD5A4x5XZdXeVhtnQ8WVwX5aiZEOXp+fxcGDU5kysH7dhbJqL6kxTrKKXS1OaZy3rgh/wOT6Qwbw+IxVrCusYkpoX8NVHr9dlsePawrZp3sMkwYkB5d3mXkvFK2Bsz+qC7s2f/Iuy/91P903e0gBSuPsZN95Nk+echN2S/MrOzbU8F2mPklRTfY3nLY5JC2GcLuV3zeVBQMvoNyRwj+9J/P39MFgDyc5vQc3eC/nVR5klnE+xsN+MCyQMhSGnQTxPWHo8RCZtN2xiYiIiIjsyWp/1A53BN9U1pRGkc5jdyu8RFr00k8bAMguce1S4FXsqsEXMEmLdQLB4ObOo4dwz2fLKKjwbOfRQT5/gDNfWMA1B/dnQr9tBzCmaTL5ke8BuP/4YTz27Upufm8Jc2+Zit1qwe314/EFSI4OI6vYhbeFCq8tpdX0SIjg6qn9eHLWakqqaur2NQy8Ln71VwDOO6AXlOfAJ1fDmm9hzHl4o4dS9uyzVMydi/uXXzGTDUovPo7Bh5zEoKEjMGy7duvWfiNuic1qYVj3WH7PLq3bVjuNMzk6ODWzR0IE8wJDOcd7C3cNyWNQUhgMOxG6j9mlMYmIiIiI7KlqAy6nrTbw6sjRiEhDCrykzazOqwCguEHgszPyy4NBS0p0fQ+sCw7szb+/W0NB5Y4FXnkVHhasL+amd3/np1u3XXhYWFk/zrRYJ1dO6ce1by3mme/Wcs3B/SgPVZUlh3pyrcmv5KGvVvDvM0Y3aji/ubSa7vHhWCwG8RF2ihpcf+01ARwyOJXjRqUzvncCvHsc5PwOR/wT/4CTWX/aqfg3biKvm5MZUyxMvukxxvc5bIeuuTnXHNyfqq2mU7akZ2IEc1YX1n1dGy7W9iKrnaL6M/vQ7YTraJWlKkVERERE9kC1+ZZ6eIl0Pgq8pFU9P3stkWE2jtgnDV8g2Bkqr3zHwqmt5VUEq6FSYpyNtidFhe1whVeFOxhSRTm3/099bUFl3edpsU7iQlMoH5+xilE94ugWqjRLig4GPB8v3sLcNUVsnvcecWv/CxYbJPZjWjFEx4yB1eX8xf4zYUUZkGuAt5rq3EoMAphYOHZkOkcPT4fFbwZXYzzqMcwRZ7P83NMJZG/i3rOs+Ib14tyh53LIboRdADccOmCHj02IdFDiqsE0TQzDqHutayu8kqPCcNotjO4R33hlSRERERGRvUxtwFUbeKnCS6TzUOAlreofX6wAGveKyi/ftQbzBc1UeAGkxISxIrec6hr/dqfolVSFAq+wHQ+83r/8AFJinI1WbPxjc1ndcyVHBYOvXzcUM8pYzZA5d0NSf4hKxbNqJteYebD+DVgPdwBsBp4Nnud0YHRYD7wTbmSoYxHMfQ9m3Qs9D6QmcTLrrrkM62/LeOeUFP5x5Qv0j++/3XG3trgIBx5fgGqvnwiHrX5KY6jCyzAMHjhhGP2So9t9bCIiIiIincnWTetV4SXSeSjwkjaxMrccgIz4cHJ3MfDKr6vwahx4XXBgby54+RfO+d8CTh6TyYljMrC28FZK7XTKKOf2m7uvya8k3G5lVGYcEPxm9dGVEzjt+Xks2ljCwNToRuNx1hRzr+MlquyJRF08C8KiufKVX1m1IYsvTo0nKjKS+77ZwNq1q4ijklMOGs7GdSs4qOAt0n+6pu55zYz9yN88juIjj8ZnhU8OieTKm98hNTJ1516wVpIQGXytiqtqiHDYyC1zY7MYxIbXv4a1De1FRERERPZmW09pVIWXSOehwEtaVOqqobiqhj7JTVf2a46rpr5H1Mq8CuIi7AxOiyGryLVLz19c5SUqzEaYrXEV15SBKdx+5GDu+3w5v2wowe3zc874Xs2fwxUMvKJ3qMKrij7JkY1WLRyZGcchg1NZkl1Gfmhq3+ict/na8TL9jM0YwKtp93NeWDAM21xaTb+emUQN2hcAV0I4362OBKCmOI08oxdzk0fzZM8f8XefijunkoKX3sO95C1mjDSYOS2F24/8Z4eFXQDxoWmKpS4vTruH1+dvZHTP+Eavi4iIiIiI1K94Hq4eXiKdjgKvNlDjqWHlrHlkjBtJfGJsRw9nl0155HtKXF42PHjUDh3fsCH7ytwKBqZGE+mw4vLuWLP0rVV6vES30HvrwgN7ExVm465PlvL6/I0tB16hRvSRYdue+giwNr+Ssb2aribZMzGCL//M5dV5Gxgd76b/kkfwGj6e8f+FmbaJRAWGcV7o2M0lLvZtcI5jhqfzxoIsAD5fkkOEJcARlX+y5sPf8W36HICyKAuvH2Uh4pgjmT7hbiLtkdsda1uKjwwGXsVVNWSXuKiq8XPz4QM7dEwiIiIiIp1RbbxV2/5E7xGLdB4KvNrAql+XYrv+MjZHRmN79GGiJ0/u6CFtV4Xby9Oz1nD55L7ERTjIKaumxBXsf1Xm8hIbsf0pgXkNpi6uyqvkhNHd8fpNqmv8uzSmSo+vxd5bhmFw2rgelLlqqPr2AXz/ugGbMxKGHg/jrwZr8HEloQqvBu24WJJdyr+/W8Pjp44kwhE8zlXjY3NpNacmZzZ5rh4JEfgDJityK/h8xCIsK91Mq3mMIkcGhwxK4cc1RZimSYXHR7nbR/e4cLw5Obh+/pneS5cyc8OfeNesxl9VhWmCFZOVfcL58WALufEGkePGccjgYzi6z9HYrdt/ndtabYVXiauGlbkV2CwGQ9P33OBWRERERKStOW3BHl4WVXiJdBoKvNpA/2H9uHDChVyx4TuyL7ucyIMmknTZ5USMHtXRQ2vR3DWFPDd7Hb9sKOaDKybwz69W1u1bX1TFyIi47Z4jp6w+8Kr0+BjYLZp1BVW4djHwqnD7WqzwqnVsYCZp9vfIN8aSYjFhxt2w8BU4+WVIH0lOWTUAXn+g7jEnPPMTvoDJDysLOGJYGgDrCqoA6NvM9M3MhAgAeieEMST3Y2p6HsTGVYmMyawgPrqQ6spKskvGU1BZg9PnYciPn7L26pcwa2owwsNxDh5M5LHHUmIN471fN1A8dj0/9MjjHxMf5cD0A4ly7NiU0faSEKrwKqqsYUl2GQO7Rdf1JBARERERkXq176vbrRasFkOBl0gnosCrDYTFROMeewBPDR/Fk7YVlLzxJhvPPpu0e+8l7oTjO3p4zaqt5lqUVcriTaV88NtmDhmcyozleWworGJkqJH7tizJLmv09cDUaHLL3FR7/ZimudPz2SvcPmLCt1HxVLCKbvPu5hdjGK8mPsRTZ4yBlV/AF3+DFw6G6HSOcw1kEcfh9QeDrUDAxBcIfluasTy/LvCqXaGxX0rT8GlgajQRDiuPDlqFsWgTn1hGcffS2+k+O0B6MZxiQtEXTxIw7Lzr9WILBIicPJnE667B27MblX4Xua4C1pWtY+3oFSzK38wjEx9hWq9pO/V6tJf4CDsRDiubSlwsyS7lqOFpHT0kEREREZFOqXYmicVi4LBaUN4l0nko8GojQ9Nj+OC3CpLvvpKEc89j8zXXkHP77Th69SRi9OiOHl4TRZX1/bf+/tEfJEWF8dCJwxhzXx7ZJTvWdH7xppJGXw/oFs0vG0owTXB7A3Xz2ndUpSc4PbBZuX/Cexdg2Jx82uMuft5YGlwTeNBRkDIYFr1GoGQDB//5CRPD5vBs5X3AaKoaNNb/bmU+/oCJ1WKwtqAKixHs17W1xKgwlpxYge2jv/Nd9FD6vPgrNtOCZ/RQ/AMH8trKP0n0r8dq1uCxw2/97Wzu/TvlC06BBY3PFW4L547xd3TasAuC00V7JETw4+pCyt0+hmfEdfSQREREREQ6NcOAMLtFFV4inYgCrzaSGBVGhduH1x/AHhVJ9yefZN3RR1Pw1FP0fOmljh5eE4Wh5u4Af24u5+ETh5MYFYbdalC1A1MSq2v8/Lm5nG4xTnLL3XSPCyfGGawUgmCPrJ0NvCrc3uZ7eP3yInz5N3DGwckvkby+O3lLV1Fd4w8+R0IfOOQusotcnL3oQN5w3M+RJa8DF1PpCQZeE/olMndNEYs3lTCmZwJr8yvJTIhoOnWvaC35393LJ6tnkm/pxT6flxJnsdDr40+I6dkXgPPv/ZYiVxUHDg5w+oFhRJWto9RdSlJ4EpH2SKId0SSGJ9I7pjfdo7tjMSw79Tp0hIz4CGYszwNgeIb6d4mIiIiINMcMlXhZjGCFl5rWi3QeCrzaSO1KdyWuGlKinVijIok/7VQKnvgXpR99RNxxx3XsALdS2KDCa2h6DCeOyQCCy+u21HTe6w/w1s9Z7NM9lnK3jxp/gGlDU3l13kYGpAanBobXBV5+EndyTJXN9fDyVAT7dPUYD6e8ChEJ9CjeSJjPw6YSFwNSo+sOzSmrZqPZjem+Q/ib+21Y+SUVcQcCcNSwdBasK2bG8vxg4FVQ2bh/V3UJge8f5tMF0/HOi2TCxiigmoDVIPmRB+rCLoDjR3XnhR/X8+hxB5Ma49zJq+yceoT6ltmtRqPXVEREREREmrIY4LCpwkukM1Hg1UYSale6q/KSEh0MQeLPOouqefPJueVWatZvIOX66zpwhEE5ZdX8uqGEjUUuRmbG0SMhgosn9sEaemsi3NFy4PXhb5u54+OljO4Rx6C0GBw2C5MHJvPqvI0M7BYDQGTdKog717jeHzCpqvETtXXg9ce74CmHQ+6mxuUn94Hb6fv5l3zgqqbstydZcdEZdDv+FOKccRRUurBGruDNOANboBfHf3IF7iM+BiA9zsm43gl8tyKfG6cNZF1hFQcNSAagomAFbz16HOZ6g32XRWJYLdgvOoVu+00lbMBA7KkpjYZ08xGDuGpqP+JCf+ddwbjeCfxv7nq8fhO7tfNXpImIiIiIdITapvUWwyDMZtnpvsUi0nYUeLWR+Mhgs/XiqvqpgtaoKHq88F9y7ryLoueeI/rQQwnfZ2hHDRGAf3+3htfnZwFw1PA0njy98UqSEQ4bLm/zYVVuaFXGrGIXS7eUc8Ko7nSLCfbcGpwWrAqKsng5wTKb8D82QkEKOCKDf5yxYHVAeAJEpzY5d22vrYZTGj1+D2///jzluZkMPOM80gv8BAz4cahBQazBmNV5hN/zOJev+hfr+0dT5XUR0cPEZxq8ZJi8RBQDfzkPe/wRLCwuJDzOT25+BNklLmp8AfomR+Lyunj9/85l8gwDr8NCzYSRDL/znzjS01t8De1WS5cKuwAOGZxCpMPK2eN7dfRQREREREQ6PcMw6JkYSfe4rjHjQ6QrUODVRhIaTGlsyLDbSb39NipmzKD41Vfo/vDDHTG8OmXVPrrFOPnrtAGM6RnfZL9zG1Maa0Op2v5fF03sTd/EcJ4+fQSH9Y+CX//H+JkPMsmRB3NbGIA1DI56BEaeBZb6SqKsomCj/LgIB4XVhby36j3eX/E2Byyo4LTZAQr7J7NhQg+qJo8ho18//v1mMSVTbJz/6gvc9mkp390xhYWBcNb/VMM98xewslsmcSf6eKXyZ5zdPuHlVcHnMdNtvL/SCoQTH+Pm6YdP5ZgZ5VQODmPMWwuwhIXt2gu7h7NZLfxx92FY1IRARERERKRltas0GvDfc8ain55FOg8FXm2kdkpjwwqvWtaoKGKOPJKyjz/Gd2sJtvimQVN7cXl8JEQ6OHlsZrP7IxxWqr0+Zi7Po9TlrevtBVDlqV/x8Mw+bvotegB+f4OjfR7wucEM4E0Zw7llF3HFCYcxsWc41FRCTRW4y4J/Fk+HT66Gb++EnhNg2n2Q0Ju3f9mEw2ZhQIaHEz85k2J3Madkx3DibD8xR0xj0GP/alQu/J/oOZTWhDHohVfZcPIpHHbvDPaLiCW8MBd7wE9qQTaWteFM7VfJT9Ze9CuOpKaomEK7h1cPvZu+KTZmPenjjO8DVHfzMebGa/basKuWwi4RERERkW0LNGhab9XPzyKdigKvNlI7xa2osmngBZBw9lmUvvcem6+7nthjj8E5eDDOIUPac4hAsLdWZFjLqydGOKxUenw8+s0q3D5/o8DL5fEz1FjPHfbp7L9lGeTaoN+hwSmLiX2h10RyIkYy7/HZVM2v4KF55bx1yfjGKy8OOxmWfwLrvoNln8LrJ1B53iw+WJTNkcNSeGjhnQR8Xt6tPAnj7Texp4STdv+DTebG90iIYHV+BY7MTDJfeIGSt95kzdJNrEseyJZDj2fDpgIeLppN4fffM4AinD3c+AZnYl2ex23vlADBvyezZxxDx67EMuLEVn2dRURERESk69KbxSKdjwKvNuKwWUiKCmNLaXWz+8P69SP19tvIf+hhXAsWABB32ql0u/NODEv7NQl3ef3Ehttb3O+0W1lXUEVOWTWJUY0rngLVpbzpfJCoiHDY/y4YeWaTflzxlR4sBizJLgOCUxWHpMfUH2BzwLCTgn9GnonrlaNZ/OHtuB29qYzJ5o+833n54yTM5W8Rnhog7Z/3YomIaDLOnokRzFqZTyBgEr7PUMLvu49b/vczZdVe+iVEkVVqIeO+Z3j16bcJ++MNTum/AkvVLIoyo3ir5HzWVlh48L4LcHxyPMRNhKiUJs8hIiIiIiLSUH3T+g4dhog0Q4FXG+qZGMHG4qoW9yeccQbxJ5+MNyeHkulvUPzKK7iX/EHkhAOImjSJiLFj23yMLo+PtJiWGytGOKxsDoV25dXeRvsOKPmIGLMCzvoC0oY3+/jEqDA+OXc4OVm53PnpMirc9ecorC7kqV9fIKd6PZsrsymoLqC6Z3dgDhGZc1hYYOWunDGEL/+ZlMmxJDz4LkZc81MvMxMiqPEFyKtwkxYbbJxfWOGhW6wTh83A6w9gGAbrew7j/aIrOe3GaSyaP4t9vjqZbmmreL/fFTjsxVC8Dg68YWdeQhERERER2ctZtDqjSKejwKsN9UyIYP66om0eY9jtOHr0IOWWm7GlpFD+xRcUvfwKRf99gZ5vTCdi9Og2HaOrxk/EdqY0WvEzyfI7/c3N1CyuwJE5BtbM4JSyl1jpGMrAFsIu0zTZctPfsH72GRnA/wB38fcsuvJYPjP+4It1X1LpdZHk6Mm47kNJikgiERsb57zD0TUbGVLiYfMX1ThT/STc+2qLYRcEw0WAjUWuusBrS1k1o3vGYTGCgRdApcdHjNMOhoHRfTTv+w/iBGZimknwwYLgypGDj961F1NERERERPYqZoOm9SLSuSjwakOZCRF8uHgzbq+fPzeX8dmSHO46ZkiT/lMQXMbWOO0szszvyTP3DyTykjPJe/Aher31ZptOcaz2+olwtBB4mSZTit7m+rDXSTFKg9s+erNut4twfow7loEtnLtk+huUf/YZsccfj2voSP77wVxOWzaLsAvmMyHRwqjEOPKreuKzx5KQVM2m8rWM238AM1adwKbuAZKXzcQkh7RHn8JIHrDN6+iREAy8sopd7N8nkSqPj1KXl/S4cIoqa/D6g9+JKtzeuh5iMeF2HvGdwv6WZZxUOR2cA+D0NyG84xYREBERERGRPYcZmtTY3O94ItKxFHi1ocFpMZgm/L6plFOfnw/ALUcMwmlvPmDKLnGxpczNrE0uLrjuOnJuu42Kb2cQc9i0NhtjlcdHhKOFfwa/vc60zU8zJ7APDzku4+uqfnx7op00CqH3ZKa9mMW4xIQmDzO9Xsq/+or8hx4iavJk0v5xP4tzV/NJxav8YMDtWWMYXhFH9vINWCsqiPAWEp5TQ6+AH+vqOdwZepukJjqa9If/iWPs9q8/PS4cq8Ugq8gFUNc7rXtcOOXVPmoaVHhFOYPXG+20UUQsR9Q8yA3DarjktJPAqltCRERERER2jqY0inQ++u2+DR3QLxGbxeDrpXl12yrcviaB16ZiF4uySugW6qW1JLuU2HOOpei55yh89lmipx3aau8YFFR4cHv9ZCZE4A+YeHyB5iu8TBPmPkFu9FDOKbiFU0f2pPKXTeSmHkBaj2AFVJVnXZPpkBXff0/unXfhy8/H0a8vsff8nStnXsmczXOwOm0ckHIjx1x2LgC3vTCfuWuCUz7/d95YXvlpI78t3UjP0i2cf8qBHD9t9A5ft91qoVuMsy7o2twg8FqbX4nXH8A0TSrcPhIigyto1jbrdxNGedJQhV0iIiIiIrJTNKVRpPNqv+UA90IxTjuje8Tz7q+b6rZVenxNjjv+mblc+9Zi1hUGG9wvyS4Di4XESy/Fs3w55Z993irj+fC3bPa9fwYTH/4OgH/NXA3QNPAqXg/TT4KiNWzseyYOm42pg4KrFpaFGtcXVnoocXmJDKsPiTzr1rH5uuuxxseT+dyz9PnkE/619n/M3TKXK0deiXfDrSQb4+qO31Rcv4Llfr0TOWO/HpTbI/gjuR8R3dN3OuSLCbdTHmqKXxd4xYdjt1owTfAHTCrdvropjWG2+uve1kqVIiIiIiIizalfpVGJl0hno8CrjU0amExFg5Cr4SqFAGvyKyisrAHgiz9yACiuqiG7pJrYY44mfMQIcv7+d1yLFu3U885dU8jVb/6GGXrL4Ys/crj+7d8bHfNkKPAKbzil8aen4Zn9IWs+HP4gY46+lB9umkLvpEgA8srd3PD2Yvb/x0wgGBSZpkn1H3+SddFFWCIiyHz+OaImTSK/uoAP1nzAyQNO5rIRlxFtT6DcHXwt/AGTLaXVnLV/D764ZiKRYTamDUmtG0bMLgRQ0U5b3fk3l1RjsxikRDsJswf/mVd7/ZS7fUQ7m55bgZeIiIiIiOysGl+wdYrTrl+tRTobzeFqY5MGJPPPr1fWfV3pblzh9eKP6wmzWfD6A41WdFySXUbm8DQynv0PG087nU2XX0HfL7/AltC0Z1ZzznvpZ7x+k5GZcXz9Zy5LNpc22l8bhAGUuYKBG3nL4Jvbof80OPoJiO2ODegWayPMFvwP/MmZa9hcWs0Z+/VgXK8E9tu0mDVTL8GXk4MlKooer7yMPTUYXL2/+n38AT/nDT0PgBinrS7wyy134wuYDEmLZUh6DNC40eOuBFAxThtbSt1AsIdXt1gnVotBamiqaG6Zm0qPl2hn/T97q8XAHzB3KWATEREREREBCGuhT7OIdBzF0G1sSFoMSVGOuq/LGwRehZUe3l+0mZPGZDA0PbZuJUEI9vECsMXHk/7IIwTKyqicNWuHn7e2T9W9ny0jq9jFSWMy6JUYUbe/YdVZz8Rg9RZrZgQ/hsKuhuIjHRzcM5LS/GKialzc3N/GxN++ofRvN2JLTCTt/vvp+83XhA8dCoAv4OOD1R9wQPcDyIjOAIJVW/kVHgD+yC4DIDMhvNnx70rgFe20U+Gpn9LYPS547oz44McNRS7c3kDdlEYIBl67+nwiIiIiIiIA4Qq8RDodVXi1MYvF4PhR3ZmzupAVuRWNengt21JOjS/AMSPSySt388fm4PY+SZH8Hgq8AJz7DMWWlkbFd98Td9JJO/S8iZFh5JUHw6WTx2bw12kDuey1hWwIrWJYWuXFZjE4dmQ6Rw9PCz5o7UxIHtwo7HItXEj5519QOXs2N2Zn123f8kXwY+TEiWQ8/RSWsLBGz//l+i/Jc+Vxy7hb6rZN7J/EU7PW8MnvW7jn06X0SYpkTM/4Ro87YXR3Pli0mbgIBzsrKsxGRShQ3FLqZr/ewWq4jPhg0LcytxygUYWXzWJQgwIvERERERHZdVsvTCYiHU+BVzu4/aghFFfVMPreb6ls0MPLVeMHggFMcrSzbvt5iUsZsuE1At7ZWOwODMMgespkSj/4kIDbjcXp3PopmoiPrA9wBqRGAzRqML+5tBpfwGRAanRwKmGNCzbOg3EX149v4UI2nnU2htNJ5P77k3vQEXz6WzY1Vhv/d9FUbCmphA8fhmFr/M/oqw1fcefcOxmaOJRJmZPqtp8yNpNX523kmjd/w241eOuS/YlwNH7sgycM55qp/RtVYe2oaKeNUpeXnLJqcsvddA9VdiVHheGwWlieWwHQuMIrNI0yNkKBl4iIiIiI7BpVeIl0PprS2E5qQ5aKBlMaq73BzyMcNlJj6iukMhMiGGssp2zFd/WPnzIF0+2mav78HXo+jzdQ9/k+3WNDY6j/T3hTcbDSq67aaeNc8Hug71RMr5fKH+ey5dbbsKen03/ObDL/8wyR553P2wMP5sN+k4g5/HAiRo9qEnatKF7BzbNvZnjycP477b/YLfVBUmZCBLP+OonjRqbzwrn70i8lusm4HTYLvUIN8ndWbTP68Q/Mwh8wSQ9NabRYDNLinKzIKW90HMDIHnGNXwcREREREZGdpMBLpPPRb/ntxGGzEGazNJrSWFvhFeGwktKgwqskbSJVi8KwrfwUhh0WPGbcOIyICCq/+57oyZO3+3wVbh+HDE7lzqOH0CPUu8thq883NxZXARBTG/6snUXAcJL36veUf307gbIyLFFRZP7nGaxRUQB1PbG25dWlr+K0Onnq4KeIdjQNtBKjwnjitFHbPc+u2Dq0ajjejPhw5q0tanLcv88czfIt5fWvg4iIiIiIyE7SKo0inY8Cr3YUFWZr1Cy+OhR4hTuspMfVB15hzki+C4zk8LVfQsAPFiuWsDCiJkyg8vvvMU2z0YqGzan0+IiLsNeFXdB4FcSNRQ0qvEo3wZ/vU7CuH6UL3iPm2GOIOfxwIidMaNSbKykq+Lnd2vxzF7gK+HLDl5w68FRiHDE7+rK0moZhIlBX4QXB8CsQWhOg4ZTGGKed/foktsv4RERERESka3I6VOEl0tkohm5HTrsVt9df93VdhZfdSq/EyAbHWfjKPw5bdSFsWlC3PWrKFHx5ebiXLdvuc1W4vdvsg1U7pTE+UAKvHIOnwEPxL6XEnXIK3R9+mOipU5s0ordYDJ48fRRfXjux2XO+tfIt/AE/Zw46c7vjaws9EyIafd29UeBVv0/TF0VEREREpDU5bQq8RDobBV7tyGm3NOqt5arx47BasFktZMTXhzPhdivfBUYSsDhg2Sd126MmTwKrlbz7/4E3P7/F5zFNk0qPr0mw07Aua2Mo8Or9631UrS1i89LBWKKiSL7+um1ew7Ej0pvtvVVYXchbK95icuZkMmMyt3mOtnL4Pt349KoDSYt1cuiQVMIbvMvS8PWNUuAlIiIiIiKtqKVZMCLScRR4tSOn3Up1owovX10oY7PW/1U4HVaqCKc47UBY/imYwbl4toQE0h98EPfy5aw//gS8mzc3+zyuGj8Bk6YVXg3+Dy51eQnHjev9H8n6JgpfSSVp996LLT5+p67J5XXxyC+PcPSHR+P2ubl29LU79fjWZBgGwzJimXfrwfz3nLGN9nVvEHipX5eIiIiIiLSm7bWcEZH2p8CrHYU3M6UxokEV0mWT+nL9IQPqymFz0g6B8mzYsqjumNhjjqbXW28RKC+n8Pn/Nvs8+RUeAOIjHY22TxqQzLCCNZy0+juGFazh9mWvUbLCSdzhB9Jv5gxiDpu2U9fj9Xu54fsbeG35axyUcRDTj5pO37i+O3WO9lJb4WWzGITZ9M9eREREREREpCvT3K525LRbcdU0blrfcNrdLUcMAmB9YXAFxY3JkxjmiIKvboPzPgNrsDLJOXAAcSefRMlbbxP7l2OJGD260fP8llUCwPCM2Lpt3rw80m67hod/X9Lo2NgBAVIf+BcWp5PmeP1eZmTNYE72HLZUbSHGEUO1r5otlVsoqC6g2lfN3ePv5sQBJ+7qy9IuusU4sVoMopw2vfsiIiIiIiIi0sUp8GpHTruF4qqGPbx8RDqa/hWE24MhWDkxcMy/4P0LYdZ9cOj/1R2TfP31VP44l+yrribjqScJHzkSwxp83G9ZpUSF2eifEk3V/AWUffhhcHVHr5fk667laWs/1s2dz1NRTxN75DkQHtFkDADegJfrv7+eH7J/IC4sjr5xfVlftp5IeySDEwczxjaGSZmTOLjHwa35MrUJm9VCtxgnFhV3iYiIiIiIiHR5CrzaUVgzUxrDm1m+tjbwqvb6YdhJsGEOzH0CRp8DicEpg9boaDKfe5aNp5/BxjPPwhIbS9LFF5Fw4YUsyiphVHokhY8+QvGL/8MaF0fkhAkkXnoJzoEDCftiOQnpVcQ6qmGfE5odq2maPPzzw/yQ/QO3jLuF0waehtWyZ6880j0+nEq3b/sHioiIiIiIiMgeTYFXO9q6h1e110/CVn22AMLswTKkumP3vxIWvgxZ8+oCL4Cw3r3p8+UXVP30E+WffU7+I49SuXQZg7LtHF+9juI1fxJ3+mmk3nxzoymLceE2htt/IIck0jLG1W0PmAF+2PQDP2T/wE9bfiKnKoezh5zNmYPPbOVXomPcfPigRq+/iIiIiIjI7pjYP4nyam9HD0NEmqHAqx057RbcvoZTGv1kxDetmgqzWTCMBoFXYj9wxkL2LzDqrEbH2uLjiT3qKGKOPJKCJ5+k8NnnuMg0CYRH0O2e/yP+lFMan7xgFUf8fgFXZBYT7e3Jvz3FlLpLWVWyipeWvsSK4hVE2aPYL20/Lh1+Kcf2O7bVX4eOMqbnzq1AKSIiIiIisi2vXbhfRw9BRFqgwKsdOW31FV4vzFnHmvxKRmTENTnOMAzC7Vaqa0KBl8UC3cdC9q8tntswDFKuvZaP+k3iyZmrmX3PscRHhTU98Mu/kV6Vhd0/hmVJa5jyzpS6XemR6Tww8QEO63UYdot9t65VRERERERERKSjKPBqR067lWqvnyqPj/s+Xw5ARDM9vBoeWydjX5j9MHgqICy6xef4udBHcnoyCc2FXX4fZP9CSd8T+H3x4YyIdnPkfoWkR6XTN64v/eP6Y7cq6BIRERERERGRPZsCr3YU7rBimpBdUl23raXAK9jvq376Ixn7ghmALb9B74NafI61BZUMSYtpfmf+UqipxMwcB4shwZ7JpSNO3JVLERERERERERHptCwdPYC9SZgt+HJnFbvqtjW3SiMEg7AKd4Pmhxljgh83/bzN56hw+4gJbyHHDD3W0Wt88DnClHeKiIiIiIiISNejwKsdOe3BcGtjUVXdtpYqvDITIhoFY4THQ9KAbfbxAqjy+Ih0tBBkZc2H6HRiUnsHn9ve/HOLiIiIiIiIiOzJFHi1o/BQwLQyt6J+WwvhVO+kSDYUVREImPUbM8ZB1jzw1TQ5fmNRFXNWF1Dt9RPZUuXWpp8hcxw2m5X0WCepMc5dvxgRERERERERkU5Kc9raUW3A9O7C7LptLVVZ9U6KxO0NkFvuJj0uPLhx6HGw+HVY8B8Yf3Vw9caQqY/+gD8UjkWGNXPO8i1QlgX7Xw7AB1dMaHnqo4iIiIiIiIjIHkwVXu3owP5JfHrVgVwxuW/dtmbDKaBPciQAq/Lqq8HoOxV6HADf3gkvHAxVRXW7/A0qwZqt8Nq0IPixx34AdIt1EtHS1EcRERERERERkT2YAq92Niwjlr8dPoieiRFAy1Mah6bHAvBHdln9RosVzvscjnsWchbD17eC30txVeMpjs328Nr0M9jCodvwVrkOEREREREREZHOSiU+HcQIfWypaX1suJ0+yZH83jDwguA0xpGnw6b5sPBl8FQwf+ijjQ5pscKr+xiw2nd/8CIiIiIiIiIinZgqvDqIxQhGXuHbWClxREYcS7JLm9959BMw5XZY+QUbFn9PVJgNqyV4zibTJPOWQc7vddMZRURERERERES6MgVeHSVU4uW0t/xXMCIjlvwKD7ll7mYeb/B9/Im4jAiOXn8Pp/Yop2+o71ejKY01LnjvAghPgP0ua80rEBERERERERHplBR4dZCoummHRovHDM+MA2DxptJm95//5grOcd9IWKCaWzdfxZTILGCrKY0z7oaC5XD8sxCVsvsDFxERERERERHp5BR4dZB/nzGaq6f2q6vKas6A1GgANhZVNbs/xmnnV3MQR3kewAiP45zyZwGzfkpjVVGwz9foc6Dfwa18BSIiIiIiIiIinZMCrw6SmRDBX6cNxDBarvCKdFhx2i0UbbUKY61oZ7CSKyG1O9aD/073yj+5utsyEiPDggf89CT4PbD/Fa0+fhERERERERGRzkqBVydmGAaJkWEUVnia3e/xBQD4y8juMPIMSBnCX403cOCD4nUw/xkYcQakDG7PYYuIiIiIiIiIdCjb9g+RjpQUHUZBZdPAy+sPUFjp4bpD+nPllH7BjYfeA9NPgo8ug4o8sNjh4DvbecQiIiIiIiIiIh1LgVcnlxzlYEtp01UaCys9mCakRDvrN/Y7BEafC0veBp8bDrkbYtLab7AiIiIiIiIiIp2AAq9OLjEyjCXZZU22l7q8AMRH2Os3GgYc+yQc/TiUb4HYjPYapoiIiIiIiIhIp6EeXp1cUrSDoqoaAgGz0fbawCu2YeBVy2KFuMxgACYiIiIiIiIispdR4NXJJUWF4Q+YlFV7G20vqw6u3BgX7uiIYYmIiIiIiIiIdFoKvDq5xKgwINizq6HaCq+45iq8RERERERERET2Ygq8OrmkqGAF19YrNZZWK/ASEREREREREWmOAq9OLjlU4VVUWdNoe6nLi8NqIdxu7YhhiYiIiIiIiIh0Wgq8OrmkFqY0llXXEBthx1BjehERERERERGRRhR4dXKx4XasFqNR4OUPmCzJLqsLw0REREREREREpJ4Cr07OYjFIjHRQWFE/pfGntYUs3VLOBRN6ddzAREREREREREQ6KQVee4CkqDCKquorvFbkVABwyODUjhqSiIiIiIiIiEinpcBrD5AY5aCgQdP6lXkVJEeHER/p6MBRiYiIiIiIiIh0Tgq89gDJUWEUVtRXeK3Oq2BAalQHjkhEREREREREpPNS4LUHSIoOTmk0TZNAwGRVXiUDUqM7elgiIiIiIiIiIp2SraMHINuXGOnA7Q1QVeOnuLKGaq+fgQq8RERERERERESapQqvPUBydBgAZ7+4gHnrCgHor8BLRERERERERKRZqvDaA0wdlILNYvBbVikujx9APbxERERERERERFqgCq89QFyEgxk3TAKCKzSmxzqJdto7eFQiIiIiIiIiIp2TAq89RGKUo+7zAd00nVFEREREREREpCUKvPYQEY762af9UzSdUURERERERESkJQq89hBWi1H3eWqMswNHIiIiIiIiIiLSuSnw2gPFhqt/l4iIiIiIiIhISxR47YHiIhzbP0hEREREREREZC+lwGsPFBehCi8RERERERERkZYo8NoDaUqjiIiIiIiIiEjLFHjtgeIUeImIiIiIiIiItEiB1x4oRoGXiIiIiIiIiEiLFHjtgZx2a0cPQURERERERESk01LgtQe5cdoABqZGd/QwREREREREREQ6NVtHD0B23FVT+3PV1P4dPQwRERERERERkU5NFV4iIiIiIiIiItKlKPASEREREREREZEuRYGXiIiIiIiIiIh0KQq8RERERERERESkS1HgJSIiIiIiIiIiXYoCLxERERERERER6VIUeImIiIiIiIiISJeiwEtERERERERERLoUBV4iIiIiIiIiItKlKPASEREREREREZEuRYGXiIiIiIiIiIh0KQq8RERERERERESkS1HgJSIiIiIiIiIiXYoCLxERERERERER6VIUeImIiIiIiIiISJeiwEtERERERERERLoUBV4iIiIiIiIiItKlKPASEREREREREZEuRYGXiIiIiIiIiIh0KQq8RERERERERESkS1HgJSIiIiIiIiIiXYoCLxERERERERER6VIUeImIiIiIiIiISJeiwEtERERERERERLoUBV4iIiIiIiIiItKlKPASEREREREREZEuRYGXiIiIiIiIiIh0KQq8RERERERERESkS1HgJSIiIiIiIiIiXYoCLxERERERERER6VIUeImIiIiIiIiISJeiwEtERERERERERLoUBV4iIiIiIiIiItKlGKZpdvQYMAyjANjY0eNoJUlAYUcPQqSL0X0l0np0P4m0Lt1TIq1L95RI6+vK91VP0zSTm9vRKQKvrsQwjF9N0xzb0eMQ6Up0X4m0Ht1PIq1L95RI69I9JdL69tb7SlMaRURERERERESkS1HgJSIiIiIiIiIiXYoCr9b3fEcPQKQL0n0l0np0P4m0Lt1TIq1L95RI69sr7yv18BIRERERERERkS5FFV4iIiIiIiIiItKlKPDaDsMwMg3D+M4wjOWGYSw1DOPa0PYEwzC+NQxjdehjfGh7Yuj4SsMwnt7qXA7DMJ43DGOVYRgrDMM4sSOuSaSjtdZ9ZRhGtGEYixv8KTQM44kOuiyRDtHK36dONwzjD8MwlhiG8ZVhGEkdcU0iHamV76lTQ/fTUsMwHu6I6xHpaLtwTx1qGMbC0PejhYZhTG1wrjGh7WsMw3jSMAyjo65LpCO18n11v2EYmwzDqOyo62krmtK4HYZhpAFppmkuMgwjGlgIHAecBxSbpvmgYRi3APGmad5sGEYkMArYB9jHNM2rGpzr/wCraZp/NwzDAiSYplnYzpck0uFa877a6rwLgetN05zdHtch0hm01v1kGIYN2AIMMU2zMPTLucs0zbvb/aJEOlAr3lOJwG/AGNM0CwzDeAV41TTNme1/VSIdZxfuqVFAnmmaWwzD2Af42jTN7qFz/QxcC8wHvgCeNE3zy/a/KpGO1cr31f7ARmC1aZpRHXE9bUUVXtthmmaOaZqLQp9XAMuB7sBfgFdCh71C8B8XpmlWmab5I+Bu5nQXAA+Ejgso7JK9VSvfVwAYhtEfSAHmtN3IRTqfVryfjNCfyNA75jEEAzCRvUor3lN9gFWmaRaEvp4BqLpf9jq7cE/9Zppm7fefpYDTMIyw0C/4MaZpzjODVRuv1j5GZG/TWvdVaN980zRz2nH47UaB104wDKMXwXfwFgCptf8oQh9TtvPYuNCn9xqGscgwjHcNw0htw+GK7BF2577ayunA26bKVmUvtjv3k2maXuBy4A9ClV7Ai205XpHObje/R60BBhmG0StUQXkckNl2oxXp/HbhnjoR+M00TQ/BX+azG+zLDm0T2avt5n3VpSnw2kGGYUQB7wPXmaZZvgunsAEZwFzTNEcD84BHWnGIInucVrivGjoNeHP3RyWyZ9rd+8kwDDvBwGsUkA4sAW5t1UGK7EF2954yTbOE4D31NsHq4w2ArzXHKLIn2dl7yjCMocBDwKW1m5o5TG90yl6tFe6rLk2B1w4I/RLwPjDdNM0PQpvzQmW1tfNn87dzmiLABXwY+vpdYHQbDFdkj9BK91XtuUYANtM0F7bJYEU6uVa6n0YCmKa5NlQp+Q5wQNuMWKRza63vUaZpfmqa5n6maY4HVgKr22rMIp3Zzt5ThmFkEPy96RzTNNeGNmcTLCColYGm3sterJXuqy5Ngdd2hPqYvAgsN03zsQa7PgHODX1+LvDxts4T+uXhU2ByaNPBwLJWHazIHqK17qsGTkfVXbKXasX7aTMwxDCM5NDXhxLsByGyV2nN71GGYaSEPsYDVwAvtO5oRTq/nb2nQq1gPgduNU1zbu3BoelZFYZh7B865zns+M+KIl1Ka91XXZ1WadwOwzAOJFiG/gcQCG2+jeD82HeAHkAWcLJpmsWhx2wg2OzXAZQC00zTXGYYRk/gNSAOKADON00zq72uRaSzaM37KrRvHXCkaZor2u8qRDqHVv4+dRnB1a+8BFfrOc80zaJ2uxiRTqCV76k3gRGhc9xjmuZb7XQZIp3Gzt5ThmH8neCU+oYVkdNM08w3DGMs8DIQDnwJXK3+rbI3auX76mHgDIItLbYAL5hdZJVuBV4iIiIiIiIiItKlaEqjiIiIiIiIiIh0KQq8RERERERERESkS1HgJSIiIiIiIiIiXYoCLxERERERERER6VIUeImIiIiIiIiISJeiwEtERERERERERLoUBV4iIiIiIiIiItKlKPASEREREREREZEu5f8BWHf/HTfUTl8AAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 1512x1008 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(3*7, 2*7))\n",
"plt.plot(prices.index, prices[\"Adj Close\"], label=\"Price\")\n",
"#plt.plot(prices.index, prices[\"SMA_10\"], label=\"SMA_10\")\n",
"plt.plot(prices.index, prices[\"SMA_20\"], label=\"SMA_20\")\n",
"plt.plot(prices.index, prices[\"SMA_50\"], label=\"SMA_50\")\n",
"plt.plot(prices.index, prices[\"EMA_50\"], label=\"EMA_50\")\n",
"#plt.plot(prices.index, prices[\"SMA_100\"], label=\"SMA_100\")\n",
"#plt.plot(prices.index, prices[\"SMA_250\"])\n",
"plt.legend()\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 105,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1512x504 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(3*7, 7))\n",
"#plt.plot(prices.index, prices[\"SMA_10\"])\n",
"plt.plot(prices.index, prices[\"SMA_20\"], label=\"SMA_20\")\n",
"plt.plot(prices.index, prices[\"SMA_50\"], label=\"SMA_50\")\n",
"#plt.plot(prices.index, prices[\"SMA_100\"])\n",
"#plt.plot(prices.index, prices[\"SMA_250\"])\n",
"plt.legend()\n",
"plt.show()"
]
},
{
"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": "3.7.8"
}
},
"nbformat": 4,
"nbformat_minor": 4
}