{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Approach 2: Background estimation\n", "For this approach, we consider a time series of motion (and lapse) images, i.e. all images in the serious are close together in time (here +- 10 min).\n", "\n", "We extract the median image by taking the median of every pixel over all images in the series. Then, for every image the absolute difference to the median image is computed. As in the previous approach, we assume that anomalous images highly differ from the median image.\n", "\n", "The median image is used as a (possibly more accurate) approximation of the background instead of the closest lapse image.\n", "\n", "### Advantages compared to approach 1a\n", "- more resistent to noise\n", "- more resistent to small object movements\n", "- only sensitive to camera movement within the time series\n", "\n", "### Problems\n", "- still no color information\n", "- the lighting difference within the series are still a problem" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The autoreload extension is already loaded. To reload it, use:\n", " %reload_ext autoreload\n", "Found 2 sessions\n", "Session 'Marten_01' at folder: ./ResizedSessions_NoBackup/VIELAAS_Spring_Session01-VIELAAS_Marten_01\n", "Loaded scans.\n" ] } ], "source": [ "%load_ext autoreload\n", "%autoreload 2\n", "\n", "from tqdm.notebook import tqdm\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from sklearn.linear_model import LogisticRegression\n", "\n", "from py.PlotUtils import plot_roc_curve\n", "from py.Dataset import Dataset\n", "from py.ImageUtils import display_images\n", "from py.Labels import LABELS\n", "\n", "DIR = './ResizedSessions_NoBackup' # dataset directory\n", "\n", "ds = Dataset(DIR)\n", "session = ds.create_session(\"marten_01\")\n", "append_lapse_image = False" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Generating motion map...\n", "10 images in set\n" ] } ], "source": [ "img_set = session.get_random_motion_image_set(day_only=True)\n", "if append_lapse_image:\n", " before, after, rel = img_set[0].get_closest_lapse_images()\n", " if rel < 0.15:\n", " img_set.append(before)\n", " if rel > 0.85:\n", " img_set.append(after)\n", "print(f\"{len(img_set)} images in set\")" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "27b212df68ec422b8c26f8bfb62118d4", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/10 [00:00" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "display_images(imgs, range(len(imgs)), row_size=4, size=(4, 3), cmap=\"gray\", vmin=0, vmax=1)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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ZwqwSgfJT5e8kxipN039jZv/mb3jvHkKMDeAzJqoyLghJFohRhkD/p8NRTmb2CehC6SrjZPYY2ApKj0Jr9inqR+Fj9BUgwUTxGdfq39DsOkEj9Z2mqSN6+koBpn6noJGVBkxUHINisbgXv7Hb7ZzxABDBPmEg1DA1Gg03XBhsPkepqv9cwSpgmDqUy2WPawMQE69RKpWsVqu5sYDNoA0wEUmSeOzSarVytgfjQvwS4A63YLVatdVqZYPBYK8/idNSppG6p+lDrFej0bBCoWC3t7fe14A85EnH0OyRPTQzj4vpdrvOogEIWq2WNRoNm8/ndnd353K5WCwsn8876wWzAOC/v7938Ei8EDKBAaSutVrNAXGapnvAOJ/P23K5tLOzM7u5ufH4IPoD11mhULCjoyO7vb119o35Ua1WHVzSf7j6mN8wknHVGhcyuCtx+ZmZu4cBFre3tx60TX0Yx1qtZsfHx9Zut83swd0K0OPZ3W7Xut2uDQYDn6ssghh3GB/6c7lcWj6ft2q16gzrycmJjUYjm81mzgoCCHFRJ0nicWvUlbbR5kql4vFvANCrqytbLpfed8Vi0b777jtLksQmk4nVajVnSfv9vr17985+/PFHd6HyfZIkHvtGKMDZ2ZmD7tFo5HMQwK9xms1m09nJNH2I22NM0YHRqCvjfYjpUCaB7+JnKiNZ32U9N+tz1btxIRvdVpHlinZJbYPaoqx2ZNlBSgRHkRWK7VCGMwKy6OnRd0TAq4xPbF9kefS7eJ+Z7dmnSA7wLHQ4ei0yT9EOqm5QxiqCq8iGRdZb2xv/PlT+ewte1xIniXY4LiJW+CrYKComq4Il7Vz1sUfhQAEyUDF4VAcR8EH9NGAuCr9OJpRGFkDK+o7VIQBMfyuQNHsEgermjBOYevNOQIICF+2zp0BtqVSyjx8/OivTarXs6OjIkuQhmFbbkiQPgbW6y4x2FQoFa7fbbjwoGkyt7GWlUrHdbueGknYp63F3d+d9AQhg1Qw4QZkrE8Z7iFNSt8H9/b3HCqnxxjVJPQAAyBt1A5iwIr+9vXW2iJU6rqW7uztnSzebjbt1ms2mK12A5WAwcAOrYwwo5v/FYmHNZtMajYaNx2O7vb21H3/80d1K9JHOA9x/8/l8b7xgWWAdlYXkd6vVchZM3fWr1crm87kb+2q1are3t3vuMmQMMKLxPYB06np7e+vPVnbKzByYwJxUKpU9lpS2aH/jmux0Ontz75tvvvH5ent7a5eXly7fL1++9Dmoba7X67ZYLGw+n9tisXD9pCwFgOjFixcuH7BuyBCxbOg65oHqOOYDzCguukqlYsPh0KbTqQOrly9fOqv061//2na7nfV6Pev3+5amqV1eXlqpVLKTkxPb7R7c7MxtYt2Ya8wNrtvtHuIbX7x44UxfqVSyq6srl9tOp7MHrAGA6HYFVnEBqy4vZZAoyEssEXDoby3RBkXPB9dovGTW8zDe0bjHNqnbKdYx2pEssKaMkxYFRpGxySoRVGgd4+8sxikCqXh9BD1Z4xv7Iz5PP4uAKLYzti0CbrVxEZDqO6OXSRd2hxhELV8EsKJExG/2ONjRpYfQanyAme0JvgISwJXZpwFyuJIw0lkdyPXKJFB0UBVUKBDK+oGxUn+9BqbrT6R2eQft18/iaib6vFXANN5JVxIa9Kf9UC6XfUcX7iXcZxgvmCXAEH1bqVT23q2uVYwG7YAdAnCsViuPodEdlbg5FouFgwL6AVcRbAp9jpzBzGA0FGg2m01fIakBAIAhrxjB5XLpAANDrosCWBldVbGSpw+5BrCMOxTQxipfd1jV63VnvQqFgo3HYysWix4ovlgsrN1uW7PZtJOTE1utVjYej+3m5sbdulqIi8GdBQMC2APQ4PbcbrcOSBl3gA47Qulb2ktgNGOGXJdKJQeZuPBYBKgrlXojg7hS2ammbWLxo+4kXLP1et1dlsvl0hlVXLhp+rDTlO/G47GvnMfjsU0mE1ssFr6j0sw82Pzy8tKBE+AXWaKP8/m8dTodZ7FyuZydnZ1Zv9+3YrHo8gv7yZxcr9fOEtZqNWs0Gnvy+8MPP+zFHKohYaFRKpVsPB7bYDCwXC5nw+HQAXWv1/MYxIuLC5+TlUrFrzcze/XqlbO9xJh++PDBgSYuw3K5bGdnZ5bL5azZbFoul/M5hIzr4iuCC9XLauyz3EjPucwiwFCjH69RUBPBRzTqzxlafQb3RRuUVd94b9a7Ypt0AavgMIIyLZ/Dwmh949/KLOliPQs8RRsV26EucbX76BjiYLUoMXEIRHJdrA+/FSNo39E2bM7fK2ClyDYKLR3FikaBglKZsE0R7fIc3Em4Tswed07BUPFe6qTU5KEVjwIlBUFxlRr/VmDFdxqci6GinqzqeDZtgBmIoE4BV1w5qNBQF9psZu6+0+t552w2c9dZq9Vydqjf7/vuIgCPmbnhwnUF+IDZoaBUqQvKN01TB12kRqhWq76qXy6XrtwjKGbcWVHDoOk28OVy6f1MTBAsA4YQY6i7JTX+hYmomx9ms9knxgxWS1MIKANKbI6OL6kIAHhmD/FdgDMNWIdt2O12HlR+e3tri8XC+9DMfBci7A4734bDoYMzmDLkETcZjGEul7Obm5u9NgJwMHS6+1JZDgLgAYkwZiws2JSgzCPvoc/RB6R0UKPDPQqWzWyPIVNA9PLlS5etfP5howGyuN1ufacf87VUKtlsNrNOp2PD4dBBWpIk3g+vXr3yVAW4AtWtQd+zCPn5z39uv/rVrz4xPLB0AH12rp6enpqZ+QYCdMPbt29tNBrZu3fvrNlsWrfbteVyacPh0OfTeDzek7lWq2WtVssqlYodHx/bcDi0JHkImmdjBG7Aer1uR0dHls/n7a//+q9ts9k4AEcHT6dTm06nbgQ/fPjggK3f7/s4AShZhMDimn2aSgAdQYkgi76KRi/2pT5bdTVAgOuVedLnsBjQBXF8l7IokRXRujwFsOL1Wf9nvR+AmvU8fcZT/aTPomSxU5GpymqfvotFs9qkrLpFd6GyvLr4zHo+dTkE4LStyqppW2Lb0F9ZXqOs8sUAK2VmYnCp2f6W1Fg02A2jwipPhSj66c1sL48K79SiHagIXJkfgACgSI0i18d26I++S0Ekz6HdOqiRolQUjfBSJ1Z6WbS4lkhVI7xaF7MHxZ7PP2wvZ7fScrn0INXhcOgB0GaPgdNMeGKAut3uHvNGPp9qtWqVSsWNLu1ZLBY2nU6t1+vtBakrw6D9pOPFFnQACuzZZDLxvFvL5dIDtokjiq42jWe5vr52kKhB1qPRyPM2MR7IhgbHAyw0aN/MPEATYHZ/f2+1Ws3HCdcmAADGjdgv2C0C/WHTjo+P9+YDwB4X4Gw222sHsT0otc1mY5PJxMzMhsOhA2zcX7Bzml8NA85z6Q919SojRl+RX6xYLHqMmKYwKZfLnsaBmCbcrrg5KShy5I/4qfv7e2d0GGfaDogBnAHEkWk2FdRqNY87Q46JV0PWALHE9WnwP5secrmHnYv0F3F0xWLRPxsOhw4GX79+7XFrxEChG87Pz50xRaba7ba9evXK9cF4PHYGkrFP09Qmk4nHzR0fH3u92FnKYopYtbOzMxsMBj5elUrFd64yfsVi0c7Pz+3ly5e+MPvxxx+dSQZ8a164LM+FMldauCeyIwpyot7PMowRqCGfajd08R/1QWQydP5HwBFLBBL6efw/Gv8I/BRcHWJwDgG0Q0AkAg+VrSymSt/Bd9oPek8ENIfYMP5HP2vwOs9kHjA+CtT5LKvNWe+I7CR9HeubVb4IYBVXDNpp2mhtkK4aoMEZuDig+oNi5X0MbBZFHP/Xn+fcfNGwUxQURWYsCi4rULNPd3ko6KRN3KfvjQKSJcixjZpckpU2jB5B9mbmLAFsDrEUAB2UMu45GBN2n+m4YsipB2PEu6l7p9OxJHkIosUNBgCrVCp7bhcFuSiBu7s776vj42N79eqV9Xo9u76+djcQbjncTKoUAFgo1egaZnLzPawazJeCVFUyxMjACiErGDMC/AFxtJX3bTYbWywWVq/X3b3C+BMoDbjhuQAGXYmr4h6Px/bmzRtbr9d7CUJHo5GZPYCCxWLhcWoEleNCNHsAQOPx2N2CjEuv1/OxgiVM03Qvdg253W63Dibn87mDOFxN1BtAikGnfaQEwEULCM3n857OApCh7KfGk9F2ZIDFFPMEBnE8HvsGhXa7vRcH1+12vV3z+dwBGYCK3Zy6Y7NcLturV69sMBi4zlutVvarX/3K/uiP/sjj3NB/sHlnZ2c2nU6933O53CfPLxQKNhgMfD6zyeP4+NjlAQYTnVav1z0PV7VadYaPeEDYOp4JEGs0GtZoNDxlQ61W84WDxs+iM3hfjBnKYolUz6su0zmZ9Tnz45BrTL9XG6GeDNVT8ZnUizpqibZBn51Vj9iWaEOy6q31i8/PAlZPLbaz2CWNcWWcIhOlgCwLLB1ivuJnhwr6Qe0hz1DXntaJe7RvFWcoGZElG+iAp8oXAazM9gVN3ViKjDWWShEvHaXB5NDufBZXA1EAYx30N4KpgdmRgaJEUJUFpGjjoZWEgj7tH50UKphqpLVNylpxvU56ruE7jCxBt7oiI56G908mE08WeHJyspfri7HTXVF8TxArBkVXF6yec7lH1xkrYZSxup14Pj88j5Wa9gfGUvsGt91oNPKx0p14GFyuVzcQcsXnPJcVOrKgu+VoP0yT2eM29s1m44YHoKV5yzD0xIXhatntdg6m+H42m7nRLhQKniASEItLUgGYMmfIVL1et7/6q79y9qPdbnu2ddx9sENpmvqONjOzm5sbz2iODNC3sJO4QxkbdSfRf7Sh0Wg428fnuNKQa/oGNrJUKnlMGgAIY07eLWRmOp3uxYrR39RX3a2As7u7O899hotZ71HGA2aKuYShgZEib5YuBNhsAGCibQSB424n1QULAd2xenZ25u9jTFjFz2YzazabNhgMrNFoOAO8WCxsMplYmj6keHjz5o0zViyQ6Ddi8ZIksV6v57LU6/U8kztZ+L/55htPdLpYLLzeuAvZ2assOXKAjOl847MINhToMK91sZ3F8CD3fB9BlP6NPsA28a5obLPcU5Qs3c/nWW3jOXyGfsuyEcwHtSOxHygRcOhnuiDXRY4SDFmEAAXAHPuCz6JNVpsev88C1LH96DeNrdbr4jgyhmpztf06f7GxyN/fC8bKzD4RgGggdeXA/woU4mRQNoDP9F3xbxUWs09ddhFUUV8FVjqoPEMBFp9ltZ2ijJs+Q+PKzD49ny3WRf3YcaIAQnmX5vAhIBZjBMCBUaF9zWbT2u22u0wwEjxLt9CbPcZPMTa6jR/lpDFqGDdcfMSvsONot9vtxfLwfg3iVUaPdmu/ksQ0JvIEzOikVtCuSoq4GwAl92vyUXI3lUolD8TXeJI0TT0uy8ycdVCwRqwPxhSAQyZ3+op0DLyffiervYKX4XDoMrvZbGw0Grlc4FY0e2D2YFUAGblcbk9OiP9CHpfLpec2Urcf/XZy8njEFukNMNbK9pk9uOsx9NGtjLsTAw17huwBztkFSIjAxcWFVSoVm06nXt/dbuf9e3p6au12212duMpIWpskD65g5uCPP/5ou91jqg6Cy8m902633UU7Go2s0Wh4dnb6RkE9QfH8AELZwNFqtTywnHcxV1nIUGfqSVD9y5cvHaAdHR35eHMdoEz1UKfT8bg35thkMrH5fG63t7ees0yZae5DXgDel5eX7salkIOLOaP6MC5slMViLkfAwEI4bjR6jqmJ7Bb6KII3SgQOKnuRmYnsx1PgSu/nudGl9RR7p3VR3a/P1+uy3h9B1yEiIPbFU/dE2xbtYWSpuD/av0PMoxIKUVcrU6X2j/dCLsQ68j2LRp71VPligFVE2ih7ZSSUfVIwpdfwrKdWB1kMUgRUEUgpoGLVHAUJQ6AgMSqAyEZlgS51a/L5oWfxg0LV1Z3WVftSWRN2WGHcARqtVstzFdEuDLwyCggkyTXJ/aSg1+xRGCPgVbCj+bZwp6liZAs3Z9rxDOoMuFAWDoNF36m7EUOr9+HOxFUECMRgsKLXVQ4MjG7rp60Ydf7XzPmwF4zt/f39Xq6kJEk8gai6EtkVCaiB9UEG6X/ckIBhPt9utzaZTPxvPgd0kJuJ+DHicbIWK8Q4sXNuMBh4HJDu2IRBwqU2GAzcUBNnE6l7xhZ3bHS3EPwPE8T/JI7F3UXdr66urN1uW7/f93Pwer3eXn4ugDFgpdls2u3trQ0GA38uO+7W67VdXV3Z9fW1x8DpWPX7ffv5z3/uco6rjDxsZMUnHhE3WafTsdPT073NCpoUlzQMsI/s8Mzlcg5kmAPIGrsUSRGBnGmeL9rHWLbbbQ9EB5h+9913lsvlnEmDRUT/MF84E7PRaFi/3/czFavVqv3xH/+x/cVf/IXLBTs+mevMP8AXrmV1ydKnyEl0NTG/lDVR+dFr0cFqN+LvqO+jTVGmS+1RFlOkdiSClwgsIqBDp6F3NAY32kB9htqQyEJRshibrOu0aL20nxRQ6jOz7ol9qkBU7WjsC91Uk8UOKrlgtn+wuP7ofbr4U5yhbFXURVnliwBWkX2K/toYHKhG8ykGKAtAUeJ9CDqCGgPS9VkKYA4BuKyJp8Kt32chbbN9l5+6m+JEjHXXegNQV6uVG1/iVchCrQY3SRIPIm+323vuKN6H0gI4ME7EVgFSIj2sKwWEVwGGFo2Fo6i7kDFhd2CMrQIk6Vjkcrm9gGfeAesB6Op0OlYul22xWOwFF8MA7HY7j/VRVwCGUM8yZDeeMk8YEz1LjnEAAO92Oz8FQGNOmAe3t7fW6XQ8zQLMyv39vadVgA3RVAD0M2Amjj9AjHHkOYDwXq/noI6YNN06f3Jy4gHzKosaUL5arZzt0JxtPBfmT3NhATDoS1x87N4kmH04HNqbN298zIhDI7ZuNpt5Dq0kSezm5sZBDeBImQr6rV6vO5OD4ec4JgDGdDp1BhNXK8AD+UPOAFPj8diZstPTU3eTYzSGw6G76hj/2Wxm4/HYjo6OrFQqefqT5XJpNzc3ZvZ4tijgiSSeyJYmImUxgGv4zZs3vvMWpvX8/NzB03g89kSlML/9ft9KpZK9fPnSFxIwgmma2i9/+Uv75ptvrN/v2/X1tc1mMzOzvTxdbAbQFB/INWOErKiejKwUY6gGUpmPaOSzmBPGS8NSDrE2Zp/uZtMSF+DYFwUE6r7SZxxi4/TZ2hbsqAIR6qf9EFkrPos2TL+PIEvtURbA0v/5TEmHrOuzyJEsW4vMxDoeYge1KFhSW3tIXuLGlc8pXwSwoiAMalAVHWqjtWOiIGetKOL3+puJpeAkDqai5EPvQXAoWQPxVN3iBFEmymw/QDDGTamRhvmBrUF4yfHDe1hdE9fDPbicAAEYKW0XLi09GBejSNEdZlkrC+rHGOsW2jRNP4lDI2CW5+gxOGbmK35ls7ImMfXWdA/IE4CL58FUARZYuVNX3lGpVCyXezhYGaOhjBHAgdU578vn834uIEAxTVNPf0B8FqwKbjHmSD6f963xuPgAd7qaVUOrblpYAOoFQEbOZrOZAydNtIrrjKB5ZIkxI7fS/f2977pk3GGucO0wFoAnxg+2hUWHAlOYVIAI7Wy1Wg5U2U2IjGGsAVYAYPJ+kcfKzBxUAB5gqI6Pj63X6/n4s7nD7AGQNxoNu729tfl87sBRlTJjyd8AQuLMuIf5sN1uHcDxP0Hw6ARYP1ge3SFIUtMkSWw4HDq7BFBR+TIzT5tCYHun07FWq2U//fSTB6Avl0t3Z5IUOEkSb2un07HZbGbX19c+7uRYA3jxLo4CIm8cQG08HvvihmN4NNUJ8qmxuId0qi4I6bN4jeok/tbv4qJXS9a7FbioDkIXUFTn6uJJn6PsURbQymrvoXoesj/PMVJZbTnEePEu2hdBVpZLLwIwrZOCJe0f7ccIIrParjZI2SrqoSwV71dbpHV6DmR9EcAqy2WkHcA1KjSRQs1C4xSdOPE6/U5BFd+pYESKVie4Xh/dGbEe8Vn8/xSNa7Y/KfkdVx68XxkDrlNDxWcoPt2iz/PYuq/jxH2r1cqur69doar7T1kpVQxqYFCIsBLcR3/H+Ihut7tH7yuQ4x16bI2605QqBwzQ3yT+pE/u7u5sNBr597jDAGywOJVKxZrNpsd15XK5vQBy4mxwjdDO1WrlLpbIirKjMk0fz5TL5XJ77yAuChfNdvu4Y47fBAaTWV6ZzHq9vpcRHNDBNRoMjmuYOtDnAFJYI+YOKzuyd4/HY5+bekbgarXyRJGaLgDWRY+Xon9oH/0OCFLQRWZ4VczqNkUxz+dzB2SNRsOq1aqzehrEzz3Uodvt2m63c5YJcMdYkkYBI75erz24m52C0b2MUVU3BTvmmIu9Xs9Za5gzZWQB+hSYXdg9jt7Zbrc2Go325I0+ZFHANbQJeaXfBoOBA9Tlcmn1et2D1onRYgHQarWsWCzadDp1ORqPx3vssJm521MPbn716pUnZWUhpAwqY6msPGBUGcIsY45sME60n+vQV8qqs3CJ9ucQqMpigqL9MfsUEDDO8XnIoNoDXSQr2xLZnAjy+Ft1c+ybLEYrXqN1O8SI0b4s0iCr6PdaNwXG2qf6njgWLKbUHvP3IVDFd9HWq0dHd+sfKl8EsDJ7XBGgsBRoRGGMgIrPdJURQZPehxBmAa0IkrJA2SGApiyS7kDTOmjR50ekHBGymbliZnB1cmAEAAMEkGtfYby0LiokBCbjGqMtcWw0mFqFHTBG2zCCGHIdvxgvA3AgqNvsEXQxXhgKgqXNzHMtYZh4twZwMzFoJ1vZWR1zD4qZMwxZQd/d3fnBsYVCwVqtlp/dpqkVYAE0xQKFHU9p+uDeabfb7sIEoOE20sOl6S+ehbsKAJfPP6QuaDabztDAWpCaAbcv7ARjzPfKcOEGRh7UVQco05guxqxQKHjb7+/v7f37994Py+XDAdOk72AclZmGNeWAbFiuXq/nwFsND7FnJE/VFAmwsLiZ6F8AWa/X8z5FLmazmTNpzCOMNDKODLOLlHGizaS0aLfbziRNJhNvrxrz7Xbr483nbG64vr62o6MjPzScnaWLxWLvGB7mFfnHmM+wk7x3Pp97GgRNIUH8Eq5x5hhjzVzABY58K2NGfi6Yy0KhYJPJxI6OjuzNmzfW7/edEdtsNnZxcWG5XM5zezFn2ZX46tWrPVep2cPmCXKOIWMAOI5Fou1m5uPGIi16QZBtXRhriZtcmIPoKjXQep3qtQgwdPEWiQA+oyjzS1HbQ8kCCfr8+OwssPQccMr6XkmOQ/eoDY5ASQFpXPwzH7PAly68s/pFAZQyjPEngiot4I4smdF2/r1grMw+PfxRkW4UlCi0CnQiINLv4z3x3lgOfa5FJ0B0K/EMANGhEuurA6f11JVS3DHJSh2hUGOqqJ/reZ+6dvTgXlgA3o+x4nuegQJj1cj15F5Kkodt2Gmaeh4d7ovMngIrjBWACTaCwHEz8yBjTdA4nU733FQ8l4nKSj1OfOKbYH0I6mVsNG2Cpk7Q8+uIZ8nn83uJRckDBRjpdDp77CB9AQOCO5BddoxrlF3cJ2zVZ0FCcPNkMtmrG+NJ3MrNzY2PHwCRokkrkyT55BBhYtNUaVOvYrHou+F6vZ6PCTE3jH8MREbmKDB+qtww+gp8YNbSNN3Ll0VqAXUh685RgHWpVPJdaQAEQMhut3N2rNVqeX/Qfub3brfzeD8YOBJnDgYDa7fb1ul03K2l83k6nXrqAwK+CQ5XFlPzPilTSD01gFyZtd1u57nHiKNbr9d2c3NjrVbLQZgyZLe3tx7jZ2a+SMvnH9JAAHqZp+w6pa6//e1vrdVqORg9Pz+3er1uNzc3dnl56UaLZKcfP360er3uDGC327UkSbwvyIeGPoBRpf/QiTEOS+e/6tHIdlDQb6rXVf70+yyApPr2UNHnA7IVbOg1cW5pfSNRwGdZ7coqkVU7BKJiiTb5qfZmMXvat3FcIuBSgiU+MxbtB56tnhL9oR3aFq7VdkWvGc99rm+/GGCVhc6zAFVkiQ4xSGb2yeQ4BJ4i08X1WUVXnfqZomb+VrdWfLf6c/mdVQ/qooLHtboy45m8jwJLhasvrqi0DXynbgaNM8H48jxcNG/evLFcLmc//vjjXhwXW76pk/apAjaYBlieNH1whXF0B7usOMC41Wq5IYThgd2qVqsOdrSvtc30E8wg9QVwYXB1txzHvzAxt9ut78zC0GHYzWxvtxsMz263s9PTU38OiSupH+wQExiX2d3dnbNoSZLYaDTy4GnOmsvlHlyRi8XCer2elUolP4LEzDzBJ4YY1w9uMfqTFAkYawwdu8hUrvTYIvpps9l4YDTsXKPR8EB/xjvuHFWw2mw2/eBlM/P3VioV6/V67pbCFZkkiS8KkC3GEVnWeUK9GTONnVPFqyyaHlYNWwtzCpgiWeZu95B2IU1TB4GATfp2NBo50wpI0DxXsDAAWmQXZjNNU98tiewWCg/Je2Edkb/t9vFIHgx/s9ncOyaKd7EBQ8eaZ7BQqlar1uv1PM9Wq9Uys4djltggsF6v7fr62udOvV63ZrPpY3t9fW0XFxfW6XTs/fv3Vq/X7fz83Of09fW1v/fjx4+eiBbGCoaL8TF7PKZJz5XECCILWexOZDEUPCmw14XYoXKIhdJFsdk+cFLXnQIcdLAuQmPRusdFdJa9OwSeIsg6dL2ySnx/6D2RpTrUF7FPFeDo59HTpOArqy0KjCKo4r2xburS1Pej5w+xhLF8kcBKP8sCVvpjtg+aDrFT8TNKlpuQDo+Dr4XvlC7UyYJhiQAtC+kfoj+j+zGrT3iO+tR3u50rXRS/sgM8m4BhPYsOIeRZgJQkSfbcZgCnQqFgx8fHtlqt/GT7yWRig8HAg7KhVTV4VP3V9CFgZrPZeEqF7XZrzWbTYzNoG4HLPAtXAS4WsnmjZLXflCYm7gelq+kaFKQOh0N/Xi73GIAdU2NQiNXBoMOAwRqRgJV2k8ZClb+eg0jbYdd0owCuHPJxwfAB8shJhRsQoEDuo2az6awNgAxXMG1ZLBbOfCkzpSwY7ulcLuc5igAWussQ9xopAnS+ABCYfwDKfD7vhnW1WvluM+YELBTuLMaVZ7IDDpmiH6fTqRskZe0AKzCctCFN0z0XLEwhu+uSJNkDKsgf+bLMHhMdE7h+cnLiGyW41+zhSCPAEc8DmCHP5O0iBmm32znAWK/XzqLBVGEgGHtYIRYALJj6/f7eewFt3I887XY7u76+duAMI8h8LxaLdnJyYvn8Y8qH3W5nb9682TtOjHaYme8apF9pM6k3ut2u3d7euiuwUCjY+fm5j5Hu+EUm0GuqdyNoiC4iZVtgB5XVzWJ5soBaLGov+D8yJtFOZAEYXWgfeo/q8nivfh5B4KES7/ub/K0LW7V5WYthtd1qJxX0RFJDWU0dD+3HrD7RohgAPa029hDxQvligBUlCo8yUmbZsU7x2ijUinJ5hiLPCK74WwdCJxTKIctNob9haXSCKHDhs0h3ZrkGqZN+DiP31CokCrW6WuLB07gpMDI8ByUF3Q/gOD4+9hVqq9Wy09NTj3XBiAJWIiDGmKH4MQ7083w+3wsoxqi3Wi2Pw+E6lK8CXQyA9m1cyagy0+/S9NG1imFTw0OQLwwMsoA7hmsBEBgYFD4GCcAAEwUohMmCedCfeDg0gINcXr1eby9LfZIke/eaPZ5zhyxwxuNisfB4GQAO8WUoFlIPsBNR56IaNXKEmdneeV0K8jRujHtVRpE3gAGbJSJbrGNNIX4IMIyrDkaTI4twLwNqGBcYXg2cpy9JHUH9dd7vdjt3F+MSRF45O7HRaHiwPXMUmdXUGcSGIR+ADYA0cX+41NipW61WPQ5KmTzAGwBJ05Qw74itQo62261dXl7ubSbhSCHVD7PZzGazmcsYcmpmPtZkvi8Wi94HzWbTbm5u/DDv5XLpLBh6g00GuP7q9bq7GUulkp85SjvVva3jpPKCztP+j0wRhf7nOo2LUztBUSPOe/Q39VDAEOtDUZmO9cpqE0Xf+RSA0Gfo71ji87KIkKznHSrRZRf1NPo0htGgd9WdmuWFUUCVBazpVx1/bWu0B7Ftf+8YqyygFBmnLP+3go6sQdcOUmo9gpjYYVkdrj52XCA6SVQQNGibmCd9Fu3TgddnRGFQ10tWf1HnuJJRg8RKlO91Nxc767bbra+ytc5JkrgLycz8jDQz8635uuON/olsFe9mRQ9jAsOgTCCsjZm5QY9uNN0dSKAvTBmfxWB7ZYAAd4Alxhn3HOAFA5zlKlAQpqtSwASMGuOoRl/lycz2QBjPAmBgbKmXMhC73c4Wi4UzhrQN48ABwZ1OxyqVigekRxDI+EwmE2fUarWa9Xo9G41Ge9m1N5uNA16dHyoDsCyTyWSPGapWqz5uGnCvlDzjTIA4hX7UpLT0L22JLkvAB0HbxAfRDurJ83GdskLGBcx80OzsKqe73c7ZMDPzBJeaUoHkoxxJhMyWy2UHs8QcAlSJe6Ie9XrdA9NxncM6ki0dkL5YLNy1Tn3RpYw5+b64jnqgf5B3QKjGXtEnm81DqpBms+kHdbMrERYcVvmnn37ydxDMf3x87LFuJFQlBYXm3mJzDPVjJyyHwivoZq5HI4qejOEUalxVH8fFLZ/p3I26NzIcEUgcAlJq27T/IwiKNiuLpTr0v9rMCAjju59j0mI7tZ7KEun1ajejLda2xedGQJsFdJ5i41S/6OeRUKFfon1+Djh+kcBKFZsKl7JVel8WyNLOjysC7bgIhMwO76LQzlQaF2WOYVZUjQFSoKQgiTZxPZNH/1Z0rUVBQwSccTXG9Zp7CteUJrTkHbBSClZYyW+3W3cN4TLiuazON5uNr2yVIUySZC/wFrpe8zfF1YgmstQxOrSCwz1HvdUVqeOm8hQnHNdpAk6eTV8CGIjx0q29CgjYuQRwoA/4DfiBeSAYnZgUJjY767bbrZ2dnVmtVnMwmiSJn32obpokSTxfkgJpjpTZbDZ2fn5uo9HIXcOAVgAJ405bNJAdWQZcaOA/Bh2wfnd358Y9SRJ3b+p4w0LwPsYC8M+40dewcQBjwCfxb8g3Gw903FCQWZsF6JvT01OXS9pWLBZtMpnY/f29B5kDkNEBXMfORWSY587nc0uSxFnBrPi66EJmUwS7OnHjMn+QTbLGm5nnkrq9vXVZg22qVquef+3u7s5ms9neGaG1Wm2PzdlsNnZ8fOyubMYOxhMd0e/3LU0fgsqbzaa9evXK1uu175Bk/Ojv3W5n3377reVyD+lEkFFlg1l8oUdvbm7s9PTUYwOR8zdv3lij0bDJZOILLGQk6lOVI/5/iolhnkVdnXUdBf0SwVMWQMsqUTfx/EOMSQQzzM9DIOsQQMhiaQ4BqlhHdUFm1UnroUXHgb5Vtx/9pv2gfaEuwMhUZfVLJFRifQ6xVVrXQ+WLAFY6eRVA6fdm2S69+Jz4NxOBzo6Dzd/a2bHDI0sEmOJvBR8MLivm+A4NSNTPs97B53G1E4GggioVSJSoGih2zugqXOtFW5RZAcQkSbJ31hyxJqzUMczL5dIDzGGSaBcGmB10uAVQjLPZzAFIvV73QF6MBixI1qonS/Fpn0RQa/YIkDFM9J3KGXS0xqARc6JGTw9QJiO5gmLYBdxSlUplz+BhOJEhdiLSfmKo2DnITikAbD6ft9lsZhcXF74Lkb7H5aNMEmCOHWCTycTdYqSrKJVK1mq19hhCjDoygNuTPu92uz7OtVrNd5HBRmrGcuK3cAUqqIJZxbWjGw3MHvOVwVrBiGCUVeHrPWaPcU7L5dImk4kHWKvCTJJkL6M/KR5gj2B4YJYw8MgIbnLazkILxkVZ0lwu58dIxYUGYJMzJGGEaKfGiKk+WSwWe7F89B+bG1gsMA+4VseEMw3NHlOGADABLywicrmcy8lm83CoOPFQ+XzePnz44ECRzSAEvvP+5XJp7Xbbc3WhI96+fevZ5zkzkQUcuykVBJN7C9aNPlJ9rbLE53EBpvo/Cwhl2QzeFb+Lnhctyggp8xXtgn7/HGsSv8+yffqd1inrmkOMV/SeaNsPPSf2f7S5We/lcw0iV3Clv/Un6zlZzFTsDwWJWWzeU+WLAFZm2adXH0L1OjBZPugs4MGkykKm8TnPfa8Dr98pg8JqDgCjiJmBQimyGlclG+uqylHZFn2m1lsVA7/5wahhiKgLRkkVASt53DPs8imVSp6skvqjdDudjgezAjgYEwynxpdgwFm1kyNK2S/qE0tMpsf4wSJR1ADQH7STOmIgddLRl/QVsUoYBNofc2spEOO4FHaBAVD5zRhqbA/xUwTtE5CMwfz48aMDsF/84hcOFDjC5ZtvvrGffvrJQRI/xP7wTozhfD632WzmubuoJ/m8qOd0Ot0LZNZA6VKp5MfsmNlefiXtfwV6sEfqHqbPMXTIsIKIuMBgvHFr6rxhRyOxScxJ4o8KhYK77HE38T5cY+QdA+TCCAKKkV/mHUfn6CYM5h0uY4BZmqYeWM74t1otz+A/m818nigDzFE1ZJtHF8EEUlf6r1qtWrvd9nxbADw2OqRp6v14fn7uub3inCJHGCyStpN2wY7f3d15tnYy1gMUYVlh81iUAapYaCDfHCnEOCFDLCqQUXYQU1d+0xdZekTZUP4+dG1cCCvLH58Z79P7s5gTLdEteAhwxHdEgBQBUdb9yqxlAY8sGxMXLlmsUKxbZMoOAZVD7JGSAFrUvh3qdx0rJVqyFmDaVmXMPxdgfRHASgX1UFHB0k7QTmRiKFtxiM6jY3UymWUDPLOnqT9lmSJAMnvMaq4DzD0oyqzVDIOOMtZgbF1F0Q8KcrRuCq4UPAEYkiTZY2Mi40bGa4ycphIg/w51g0FYLpfu8sliGgkOx9hgEGGHdCJp4CzPAlDBBAFkzcx3jtEGHR8MOz+6OlU5iiwJzwSgMMaABI2tgpXSZI4EPwPiJpOJ1et1Nw4AGtpKH8H6YfToQww7OYcwWLp5oNVqWaVSseFwaN1u192KKjcEBiNnjAvyAJOILNTrdX8HsUFcg6uN3VulUslub289LkoBPf1PQs9qtbr3HTJGwPLd3d0e8CQnGnMB4A9g1XZqNnazxxjD9XrtDBHvAFTh4tYFSr/fd5lDBlReYOR4by6Xs9FoZOv12hca1FN1w+3trY3HY2elYEHNzPuZ+Dx0WrvddnccOySpa6PRsPl8bi9evLBOp2Pv3r3bmwM3NzefACpiztrttgeKq4ubuigwAtDAqgJeuQ+gn88/7AikX9jkAqjkJIM0TT2GjLqQguI3v/mNVatVzylGfQGby+XSLi8vPT6T+arB++g2+jEy2lH3alHdxbzQcdf7eR/fZT1Hx0Pvi7aE5zBf1QUZQVIEBRHoxJIFsrIARnz2c8+JoCrr3ZGtyiI8Yl9RIhbIIi2ymKos0BTbpGN7CEB9Dmv1RQArLU/RrodAD0UR6CEgpEAja9Xw1Aoiq65Z72FwI9CJjFGst7qNVFFiULOEXYUPgBTboat/fWf8P67StB4E8e52O48n0R2CmhF5Op2624p+im3GgNL/uBQBNJqIUQEfOWx0dyP1xjWlE0P7FVDDxABkYdDVvQvownUKi4RB1Vw/ajB15YebE4NkZg6kcrmcH/lC2grYMgKCyXXEM7iPHVO4enGDAba2260Nh0M7Ozvbc4kB8szMjfjd3Z3HyPAeHV8MVKvV8vHACLJrTNsE+4IBxXWMixN3jo6pKtXI8MIK5XI5B2iA7ZgmA8ZI5x3yBMgHuBPoHBUsY4XssGsVOYGd0ni/CBZxZStLiGyjwzQNCe5Fnq0xkxqTpIeBI4cAHeqPLJZKJfv48aMNBgNnY+fzuR8NNZ1ObTgc2suXL32uwXxpAD/uZdzc9MXJyYlVq1UHm6R2aDabNplM3K3fbDb97EGdg1dXV34fsVwcLE4aFd5pZnvAFP0+nU496SgyQ2JcxkAXrugd+ooSdW/8jM8jYD/EoHyu/UC+kaH4uTKvqpM+B9zEemcxRVmMVVbRa58Cc0+VQ6xQrOOh5+tnajvU/lJP/Yl1yGpbVj0PsW5mn9rOrPLFAKtIe2rJohv5XDsfIdcdHL/P4Curop9lgSfqGF2IOonNHlkiDCZ10NV71qpFJ5zGO+kEUKaK9kUBRhC1HapcdOIC4FD6BJLHOtHvuLbYJZXP5z1h5Xw+96Bc2kBBORPPoX2qQcjs4FJQgRtG3b5ZE1LHjCDw7Xbr55axYwoXHrEy2k/qhgTEaIAzcTZqZDHKjBUBtIvFwlqtlseP8K6TkxNfWWNkk+TxGBLYQhgV3HjKEAJq6QMSi8IunZ2deb9MJhOPBwI0YqgZl3K57Iwf7SCWhXfQZ8TU0E527lUqlb0jdgA3AJskSXwThTKpsFi4WhVEweSZPR4gDttBHyEnyCj3YmA1thF3K78ZY55NHBDfmz3mdCLeCFnBvY38MoawsIXCw1EvxPKRr2q73TqzyHxmzKknu3Nx95bLZY/fi25n5LNer1un07H5fO6uzHa77UwmLmV2E5o9pC4hjkznJQBluVzaq1evfOPK6empvX371q6vr52dI4bs9vbWkuTxqCB28I1GI/vrv/5r1zO4ydl4Qd6zJEn22NBarea7kUulkg0GA5c5QC8bN5DHJElcltE7KkdP6VI+U51yiFGBQYvsV3zGUyWLleFz1f1q31SnZi2243dZtlPbFu2lApdD7NdTNlWvi4xg/DuCvEPPRVdkMVKHQNKh9z11fWTQcAd+Dltl9oUAKx3IWJ4T1Kx7VPgi+Mp6rgqxxuxkUcVm2fmjYhv0mRpfgWAQLxJXPOoi4B5l4XRlFXfKUWJ/aZyKrsRinVkR6c4gZXtyuZyzKex2grnRenFqPUZfXRj0Rz7/mEwQRaexZsRGoOB1/ABDMACs7AGCem2z2bTz83Obz+dWKBSs3W77QbS40DBmZo9ZpgGU1IX2E9St9Dx9oqycygYZqZEtZTjYvUaCR1w+xPrwHFxfsB/kk4Lxoj9glACmHDLMTrLRaORsH/VR1gfZw5WnCwDO7QNwwjICwmm37r7TzQsK9AE7xeLDIb0E0Js97rwkFxft4pkwTcghf1MXxpPfMD3IFoAun8+7rML8UH9AQT7/sP0f4ES/4cJj3sBYIvPIDPKRy+U8LxvvIacW8wKmCZmcz+fuIkW2aQf9ANhCdpnf7MAjFxZ9T1zWcDjc0zuMt/Yzrm5iRd++fWu1Ws0uLi6s1+u5S7BcLtvV1ZV9/PjR3d/EcRHoTrs1F97R0ZF/DxBnLI+Pj61Wq9l0OnVghluRvhyNRs6Caj67uOhSPcOmC4ouhJEf1Z1aoh1hzitQ+1zDG0sWIxTrp5+pTVCmXJ8X2alDbFV8f2SQDrFeTxEWT/VFlj1+7nl8fwjsHWpTFgA7VJ8se/7cOw6VLwJYmR2mIgETEQRkIWdFm1mCqivaKKxPDTTMQxaoi4xVfBbvgsXQH7P9Y3d0BaRAhLrj+lDDry6vWA/tBwU3gE5lVdTIqvtI34Ex5bpSqeS0f2TElO2IiUh5JgoP8Aeo0WzpsT1RTtgdpfVmZYERx1gCLpIk8W3yypLBQOjqUF231BljQxwOrAexNNSHumgb9KxDjCgB4tTB7DFj+Xw+t+PjY2s0GvbhwwczM8/dQz8hLxhf2oDRwvXF9nzakSSPGcHJx4RxVoPIs3Af0k+AX+pNcDhtH4/HlsvlfGfZcDj0AHf65P7+3trttu9S44fxVtccsquLD+QNY4p8KFvGDjzGkmt4DjsYMbzIZz6f3zu/DsAHo0VdkDGAMLKBHCHXGicJkAc8wnYBZmG2rq+vPbAd3aDu8XK57LJM/7Pr9/Ly0ttI8t8kSZwRzOVyvvP27du3Vq/Xrd/v283Njd3f39ubN2/c5YaLENcicV3j8dhPb8BtiPtSd0PCrtIGgBtZ//P5vDOagJ9+v++LH2Uz2eV3enpqFxcXNplMXEeqGxvmDWPMuOGONnuMt2PsWTyq/n7KI8A1+lmWlyOClPid6nq1DfqeWB+1K5Qs7wrlObCjv2P7tJ5PAYxD7zjUZv0uC8R97jsOgah47SFmLOtzdTdGPf5c+aKAVSxZoCX+r8xQFPTn2K0s9yP3PfVuvSca+qzPMHQaO6HX86MTSYGNxqMoYIguNrP9NA5af5SZIn6NmVDmCxCnAFCzR3PwL5mUNRWCtk2BDfXQpIR8hmuFOCEFgSrQ5XLZGo2Gr/xvb2/t6OjIptOpr3pxh+Duyufz7q5SZoY6RBZQwSRKLO481PgPAI0GteuYxPFhBx2sBIaQ1Aq4+nANMcbkpiJYt1wuW7/fd+YK46aAdblc2ng89p1ggIzlcmn9ft/q9fpegP16vbZms+kJGQGXBMXjHkQeMIakl0BmYImOj48dVGhSTV15AkgA58qu4MZCfnHLAah0waXMAX/rkTnE8ei8xAWL24pxhSUiQJt60nbkC3ccBj9NU68fYIngaYAS4JdUBcx7dUXSB51Ox3d5qksTEI/rWBc7u93OXXfb7dYuLi483hEGCZYUHcAB0bCZvV7P7u7unIllwcAmDWSeBKvEh+mCUBlk3LXKCgJ2K5WKu/x1TmrcHsy4Ht0E68r7u92un69IX3C2KD/M13a77dehb6gPwBsGkjogu/pbiy7+YtxPFvuh9yiois/QjTx8F+uiz0Ee4zsVRMT6PVWeAhJZICx+lwVs4jx8ihHL6j9lnyPQywJRT4EntbNZ7Y79pt6wp8oXA6xiZT8XGWY943PoOhVc3qegKjJalAicdNIp42S2n/5Br9cVswa0otwxELrjRIWJAkNDm1FKykip0Kji0zirKLDaNxgoTWjJtRqTwuo5CyRG5gsDEJkGDNJyudyLh+DZ3W7XjUaxWLSjoyObTCY+BsRTaEwCCrrZbLqC5hlmjxnONVYDxkmZBeqOm0eBqO6QUpeAAmMNNqZv0/Qhbqrdbrvhw1hiRAHE1Pfk5MSNOICKrNrIHKCKXVQcN1KpVDx2SeOsdrudDQYD63Q6zmzlcrk910ulUrFqteosHTsxaS8xXRi0xWLhDAx9DtgwM4+pQX6VsYJhg00j4Jr+AMgigwpYNCM4u9IA9xyDwjwzM883BlPCeDUaDet0OntuPu5Rlx/uUEAIrlitb5I8xBM1m00HNoPBwBku0hGwwKnVau7GPT09tffv3++59XRcqCds0XQ63dtscXp6auVy2WazmefsQnY6nY6dn59boVBwtxr9RMoTxsnM7P379w5CzB6SdAJ2lFVUdpb5BFMMIwfQ4qDmYrHoiyOA88XFhQOfTqfjO0PZ/adH//A+9CqgT3WPpniBhWOeZwWFa5zZU/YI/aMhF+hW/f0Ue5L1GfMrhjdkvT+GesQYoadAxlMA6dBnWc94ipHT5xz6P+veWI8sQMn/WUApCzQdansEcYcAW9b/sXwRwCp2kln2LoksijXreqVm43uyrtHB0lWwXhsHMQt86c4XlHDW81iBR4CmK47oR9bJFZksfa4yUtRPWTEVPnWtKYBjdY9xJ1kh9YaZglbH2JLfCiOhYIqgUowhxg9wRj05ooVnEPeRy+XcgGmgKKt7mBcz86Bs7k+SxFmXNE39OblczuuufasxYHr8j8a5MN6APpgo+pAxIlEh7SUmhPcRb4TsaAA0SpVVP3FDGDvqqsaOxKtpmnqd6BMMOGNwe3vrbILK3M3NzR6A1XMTNfs1xpi+3W63dn5+7kYLgEgMXqvVsvF4bB8+fHAgkySJu44AIjBchULBY6DMzOuB+5Gge5hJ1Q2RcV0ul777EXeSJsQkrxOB5KS/WK1WNpvNXDZLpZL99NNPe+9TFzhgGTaPfkQOiSUDDOj8pG/ZUNDr9axSqTjoZYyJh2IOkFtMg/tJ88A8PTo68ndfX19brVazTqfjfXFxcWHNZtPjlczMd32SAoF6dbvdPdC02+0cDOqqHjCD7JIwVOMzcbUC5ADk4/HYrq6ubLVa2evXr+3k5MSKxaJ9+PDBkuRhB+Nm83CINnFYyPDR0ZH3o55Xamb29u1b1wHKTmlMHCBL4yzRr+iCuLDWRbmCnHhvVon3UWI4Ae/hnqz36XfcH/X7IbAQn6/1y7peQcwhBuoQcDlUDoEuvT8yh4dYp6znHvou1vkQsUJ5rh1fBLCiRMo1focgmWVnxM0CP88BMX0O9+lzlEnT9+vvaJT5PCtIkokb36XASQ1zFNzIhijbFJkh7oHFAnRlBYSnaersGfXSunKN2SNTRhwQn8FMVKtVm81mewHbum2d+mIIVBnrjiTYG9wa8VgZNZwYfVyUHz58sFzuMYYEtxL9oe4VnbAYeWXmAHl6+C2gk23dGBK9Tycoq3CtO2OpW+wBpBr8T30BVmbmqRownIAYBaOs9hUk4BoluzZGk7GEveCwXJgN8hoxFvoMM/O6YvgAdZ1Ox4EnLjTqEGNa8vm8MxO6QGBLPoWcahoDBxvR6/VsOp06gAS8w3oxRip/HDwMEEL2AIvMH8CXMqnIpLpgd7udu6sAVXxXKDykC9G4QH7XajVno3a7nV1dXfki5ubmxmq1mu8YbDQae8CB+UPcG88ye3CZ8/fJyYl1Oh0HpuPx2ObzuU2nUz/4nKzmHz9+dNaTRcnJyYnvItRku7vdzsEROuHk5GRvZyRzCZcdMYa5XM6urq58EbfdPuzeffXqla1WK48xvL6+dlm8ubmx9Xrtru7RaGTdbtc3arDYYhGyXq/t5OTEGXGS/A4GA2c1zcwZalg1FmtZQCPaDdWVulBRNiWyVlm2LjJc6n567l79TmNN44IvLsqz3pv1d9b1WfV67n9d1Mfvn+uPQ23PqndWnQ/Z0Nge7Su1ZVl9F8sXBax08LOovvg7q/Mi0lQApf9zzyEXZHT5ZX0WQRfAJLr2uE+3xDPxMI6RjYp/a90xCgy69p32CYYdpsjMnC2K/YewE6MR48AwLiig2Wzm7yQ+Q5OImpm7djRbtMaRRKOo+X/UVWP2GL8Fy4HxVdnh4NXZbOaxJ+oa0mtR4mbmDAjn7hGLAgOFYQBYx1U6Y8h4YXBoE4Wx5Hnk/CE+CfYEQADDxZjoIbOwIqSRWK1WfrAvoIOt6cSP6GJDA65JmwCLB8jXbOK459jyHmO+AM4cnIuLk9gbgAMy2Ov1/Fw44m5gkDQzum6swCWJsSFdRj7/sCuUgGoF7IARnsECIJfL2fHx8V6OJ2St0WjsHcPDmMGoAGQ1l5mOOQACsAng1wB25g6udIAbY6lAuFwuu2zc3NxYu9328/gA94AdZSoARMjQ/f29vXv3zhcQ/X7fGo3GHsuzXq/t+vra24yeGQ6HvvEBlocDkheLhc85XVDA1gFEYVNJTArQxfVKbBXMGe27vLy0Dx8+WKlU8uvMzHfQpmlq5+fnnt/u9PTUdctisbDpdGq9Xs+azaYNh0MfE3baMrdwKZNNHhCui2X0R9S5qiMZhyx9nmXTtGTpZeRdbVuM3aR+kUhQexbdhdG+PAdw9JpDbFe0P3yuzJ5ef6hfnmLT1A5Gtkn7PXquDjFmhwAq9lVBbRYIyypfFLCiRBrwqc441CmRjcly58US2aj4HT8qvPE5cWWB8si6VgdK6ed4jfYHSpkfrc+huDEVPihz3eHHd1pXM3O2hFW3rt6J8yHXDztzMHAoZJ6LsWccWAkqY2T26E6hAEz4noBU2CYYOIyislJmthfQyjMAetRBjQUGjOcrIKX/6TONfQIkq+sM9oB2YiTZfQfrBLCj3RrXA+CCOSI4mhQOnBMIWMYwM/Z6HlyhUHCjnaapx6HAgux2O2eYcCPpeY0kboS5mc/nDpQJyAa0lEolm06nNpvN/GDcbrfrAJdnwhawO47A6kql4m7U1Wplo9HIjo6O9lzM/E1/8TyYN/oSUDEcDh2YM7aVSsWD0Gkbx7Wk6UMAPdnIW62Ws26lUslOTk58DDVeDZkhaBx2j92PyOn9/b11Oh0Hwx8+fPCgdvq13W67zMHSAO57vZ63kYURiwMAKqALQMquviRJnB3qdrtWKpWs2+3aeDy209NTj9cqlUrOJrHYQMewIxGQBfAnjg/QijzQ9wTDI2OAG66DzSQsABcmCwLYtNVqZX/4h39oL1++9FjL6XRqg8HAXYyAk9VqZePx2Dabzd7xTcwpM3N9AIjO5R5jtTRmSeOx1A6pnlfZRF/obwUCWQvXaN8OeV/0ecqkHGLY1GbEZ6oefgpsaP2zgEYWMHoKiMTrIyiKREv8XIGbjtNT7aC/4vNi27LaoeN6qHwxwOoQmtSigvscYnyK9dJnRR/5oaLf6UqWEkFJFIQsdi26IblPGSU+i2yZMl+0IwK+rPYnyeOZXypI8fnqmiPglM8VIKHAG42GLRYLd7mpa5OdVnyuyTDVFcL78/m8H10BaEKYMZLEVrHSpO3KTNH3TDxofu0vlLWZ7YGZCKIxbrhyqKvGYcCWKADGkFJndSnCrMDwMCYYHAwZ6QkIzuX5SZL4rkzGACAKewdbAzPIKr7VajmAof/1fuo6Ho/dyOnZdGYPcTxp+rjlnt2Oq9XKXVWvX792FnK329lisbDRaORgSFMUMD8wcLxTmUqAG6zter32pKcaU6KGg/4hB5i6WXXBpXKA6xKghSz2ej3L5XL2008/7e2mJGmmmTmzxzjhusNw0h52xN3d3TlrBSikrcT64ZqC5cLlRRA37CxuLsap1+t5O0ulkr1+/dr6/f4e21Kr1ezDhw92cXFhr1+/dpBITB7tZExh4BiLVqvlrHM8h9DMPBs6dQE06gJGGXNkfbfbuRvw/fv3Nh6PHWD/4he/sF/+8peWJInd3Nw4GCX2C6D1l3/5l1YoFOzVq1ee/oO2E8PX7/d9wcEch8nNWoSp3j1UFGgp4Ik6/5CRjkRABED6m78jmUA9oq1S23AIsMVnZdmy+K7493Ml6zk6f5+y85HV47OnWLtYf+59ioHj9+eAKS1fBLDSRumE1xJZn0OdRTkEqFBeWYAmfhbdh3Ru1mqC7+KkyRJ4FQYVIBV4pT0VcCRJshfkq7v79NpIl2o/ovAjvUwbeKbGiLF1nfsAKay0yCe12+185YoxT5LEA1u13N7eukuPFbW6bDSwHEOK4WflfojVVPZP663jjYsisk2tVsum0+ke0KLf9dxHVtM6ztzDGOJ60gB1xgkQEuWPewHwGoMEcAPEkKqAAHYNfodJxOBhLGHPAFawQrhTcSupW46dbArUGH/AI+PPu8wekqNyyDNn4iXJY1ZtkmDe3t46KGdc6E9AtMoW/Y8RRM6UUYRhZdwAGIBbkmQC/HK5x6NvdPchcnx/f+/xWDBduB8BEbhMkdVut2unp6fOxHW7Xd8wQGD8eDz2/gYAMa8Y20qlYkdHRy4LxP9oMl+zBzDKAc7T6XQvzxsA7O3bt84qA4JgJyeTicsMQeQAzc1mYycnJ3vgFzli12Or1fL0FcRa/vDDD94/AGgWC7e3t96/u93OY/tOTk48ySlMHswhLkMC0UkOCgNlZnZ9fe3s3Nu3bx3gAhCXy6XvFF4sFg7ydDGhOlNjP7M8F8oaalFbkeW+iyUuzvnsc4x6FoDKAmFZz9drDrFeWWAtApNDdvgpoBeB21OfR4Cnz4x2+al6PHdftNkKrKKtySpfBLCKFVVwpUjfLPsIE7NHUBDBRRYQO9QxcaAOFZ0gMUYrSyh10ilAiv74uHJWYGP2CBDoAwABxlbrxGSMbVKXEc9UAcNo6241GI00fdiKreBCYyoQQNpXKBR85Y77S7cww9porE7c/Ug9tY0q6NH1GkG0Pot6EpQN+0V72dLOqpdVN/3CziiMBMaTZ6p7lc8x+DwHeQAoUieAZZqmDlRarZaDS8ZZA4Fp7/Hx8R4DROoCzW0Fs4J7B9cZIIMxxk1TLBZtNps5sCMImJgdWMXJZGKFQsENGnF1uF3MzPMxAQJ4F8yX9jNG89WrV87oKJMFSDczH0P+j32q80nHKUkeYqWazaa/G3CHwdVdY2n6sLuzWCx6UP5oNHLghXwz7jCSzFXN4QV7m6ap74xjLuCORV5oD23c7XZ++DLywnmPqn/W67UfpMxc1/k8Go283eVy2TqdjrVaLbu4uHCgQp0Wi4XVajV3J2rwPukbkPlqtWr5fN6BHTGCGuMGMOUegD1jxT2z2czj9o6Pjx080+ZarWZnZ2euT66vr/d2BZuZp2gxMwftAFOO0YHZRZehN3GzUx9iAmPyUNVRjLGyYrrwpWSRB3EhyGfMCQVXUV/zzM8pkZ3JsoWxXvp51r2qY6O35an7nyrPXRsxwCHAleXFyXpW1rvVZmo/6+7bQ+WLAFZZQCkKE0Yy61pKFNZDHXnoXq1PnAjUIQ6CKi2tZ/R3Z9VFDS0MRgSVyq4BJNTtyLsRAFZdEVBpvZnACuzijhZ+Y6BhL7KC2s32j0fBvad5fFD46n5DSLX+Zo+AhfsOrfT0wN4IqLTE73O5nBt5jC20P64fM3M3ldljThsFVQoi1ZjTL7Ar2p+4Ungu7+RzVvTK4DGuGAMtGg8CGMT1xbZ+2AB2qnEtfYOrNU1Tj03RWBrcJMT4aD4gAsjZHahjzS4/wKKyaAR/L5dLZ47UNUXQMffQF0mSeH10lx0pEdQtzDZ+WDxd3JDwFuBRKBTs22+/9brzoxsciGkaDofez7Bc7XbbxuOxs1IA8GKxaOPx2Hcb0hY2DChwVIAHuG40Gh5MTWwQMsw1zWbT8vm8AybNGUYaAfJ1IafoLebQYDDYk+N6ve5uZo6bIS6KeDrAJfF+jPHl5eXe2YfdbtcajYbLhz4TeUdvnJ6eergAMk/8ZrPZtNevX9tgMPB0DMR0wbZxvma32/W8Ydvt1vr9vi2XS5d15geuZhYmsJfM8U6nY7PZzA+Sxh2Ofo+LPeY5beW76P3gc/196NqnmLDodYh1we7EusY66DOfKoDJCGR4zlPhMFlF7/9c1gobSZsOsVoRiP4+IC8ughmXz2WtvghglVVJdWXpAGXRd4fuz0KiWUVXGDzv0E4QSvyeBJpZQpflL9d3RaYGNxrgQ0GUuvD4UWQdiwJUrZ+CL11dsarWFSQuFN2KjAKmbhhKQBHMBgYNZRSD7wGrpVLJd42py4YSVw4RQGs2bhiZmFYixsGx+sWdBCMIgNG68lyArb5Dk34q8NLdesgj9yj7qIwgIArXHIYPGQNwFgoFNw78r7Fh2+3WGS8Ykkaj4XFcyBByzBEnGGQCrsfjsbNxGgyMnOJGov4c5IuRJeYHtsnM3K1EHA19CYhiNxtB5Zr8lNgwwIIyPsgRwNLM9gL5Yf3ULc22e3ZY7naPweY8Gzmu1+vOMjGvAU+1Ws1qtZqfQ9npdHz3G4ZaN2xwVAvAWtkVxqHRaHgKg1arZa9evfLgbFjXXC7nQflkkqffYfmI7+Kzs7Mzl0/kqt1u23a79RQcxIwhu9vt1gaDgcvcYrFwsARTyrFRyOF6vbbb21t3m+LmAwATIwZo2Ww2flA1CURHo5ElSeJB/NVq1brdrh0fH1uapnZzc+PAk4Su4/F471isRqNhb968sel0an/+53++t5hg7sVdnbqT+uTkZI99Zo6ocY7gQg0wsqL66pBt0sV0ZLbiAlEX3bEo6MgCFlwT36/vyXpfrAv/Z4Vl6Lu1zYd+P1fiM/Tn0HMOsVqHvj8EnJ7qu6zyRQArs8OJNOM1fP4USIr3Zz0nrgr4TGOw4mTJmhD6nIigDwlb9GmbPR66DMuDEVbApKCPZxAvAwhTMEfsQwR1Cgq5HlBVrVY9noDgVAJtWYUqw0WMAgaKuApW7xgTcsrgesI9gFIjjxIKUVkdDCJ9oCsX6qLB4qzY6UOdUDpOudzDYa4oWABCLvd4LApAJ8Zo4TZT4Kr1os7qJgTosS3d7PFAaZ6p78NAArQwpKz6VaYAMARmmz3mliJmCmAJE4QhJK6oUCg46GAuqBxhLGkbZ9TxDAAQfQ0wI6M5SR2bzaaNx2M/yBjZx+1C+gmYJcazWCw66EFmYeJgVQGAAFfGgJ1mzJlcLucZy+kbgAU7W4kPA9ztdg/n5mmKC2VyMfDIEzE+L1688IOgN5uNp5nQHXS9Xs/BIkH7ymAi9+Rsmkwm7nYkySepRQBHpNq4vb31tqr8NxoN39UHMOXdFxcXPg4sBmBRuZ5xJj4LkM1uQdyAEeBdX1/b1dWVZ37n5AFcy7BiaZruAcbj42MfN2Tw6OjI0jT1OVKr1ez09NTu7u48wajqb/Kk0SYWHzDszOlWq2Wnp6e+acHswd2IzFGyDLf+z0Ini9nSEkFZVsyWhj7oPXpf/PxzAFWWjXqOyVI7E/We2rgIGGMdtM6H2KcIzPhcfyLIeq48Ba6eKp/rcv1igJV2EP9HNK4MiSoIs+wzlLJKVhCz2aOC4O/YgRE4RUZF/2YSK9uk96oAabwUxgLmI8ZS8R62hVMOxd4cmhA8RwPBUU5MXp00xM1Qx0aj4UaK51Hn3e5hyz6H7mrcQ71e32NgdFWIMqFOjLWyRrRJKVmuReERr6VxHVzPCpwVJ64zBUfKHMLM0R+4wNRlqbLEuOsz+J+2xlWmjhHfY6xzuZwrfc76wyBq2gQYldVq5SAXV1cul/PkkBhbQALuSkAWwAkDjKE0Mwd4ACFAqZn5tngYR2K+iLOCESFj92Qy8Tga+nM4HPrfsGewTvQ1Rp5dlMq6qWuGuUF6CGX1Wq2Wxw4BYnFz4Soj0ByZZW5cXV15kHSz2bSbm5u9nFPI1mAwcEBG2gldFCGHsGswO8xrkuzC1hwfH/vigUSe5XLZs9NXKhUHbuPx2Or1uoNnM/NdgjCJsGjIR7FY9Dx0uMuQfa4lBpEFD4skGLLFYuFuPABtkiTW6/V8PO7vH87102NtFNwPBgMf13w+b0dHR75wI27v+PjYms2mn1P68uVLb+tsNrP1eu1Z69EV5NyrVCo2Go3s/PzcARMyBmjErb3ZbGw8HntCUuLW9NQGdFK0Bcxl1VnUBRngGtXVUXdQ4uI9q0SwF0GZ2eH4qiw7kcXu6LOz6qVhMFkMnYJLPnsKdEZQpXaT69VVF59xCMBmAbxD/UA7NdwnCx/E8sUAK0pW47Tz4iAx0BjiSJ9mDYq64eJzPqfTnit6P8BAA6n5XA0jAAbFRS4dlLDZoyuQv+Nq1uzRjcY9GhdGvQBQcfWF8kaAcEkSpMozYFZYSQIAWAVSd7PHSdTpdNy4KYiCJdCgbwUfulsHRgpDhhLSMVP3GYYT4MmqnDilyFryDuJLVFlwP33GZyhJ+lMBMfEbsC8au6EyzVih6JvNpjWbzb13sIqn7cpKIQfKkLELCjnBeJmZB5rD5AA6zcx39NG3MA70K6Ba03XA5GCM+/2+NZvNvVQaZg/s5vX1tbuZNpvNXiLUNE0dnOfzeTfeq9XKTk5O3I3HTkzmgZl5AD7PgC3TvteNEurq1UBmAAGB3YCK5XJpNzc3HgMFu0waEQDYaDRy4IO8kbWe8xt5H+5Qjc9UxilJEs/dRcoCxp12k9etUqlYr9fzw7kBzLAyAM98Pu99SOzTdDr1GC7kazAYWK1Wsz/6oz/yhKQA7/PzcwfImm4CkEhuL5hETmHgyCCYN7LMM9aVSsVevHhh9/f3dnV1Zf1+38FxqVTyBRtyfXx87Dsw2+221et1GwwG1uv1vF+TJPGDrMfjsR0dHVmtVvOdmLe3t+7GZUMHc+Dm5sYWi4Xv5NR8VlnAI+o8BVd8r8xUvE//jyBC9dVzRe0c9cl6XtY9kRmixM+iBycuELWPoo7WflLGKtr2Q3XgOtX/h67N6rMsYJX1nAjWmEPo+afKFwOsDgEqs09pThS4Dh6DGQEMz9bBjO6/eG1ktbToKkNp20PXHkLcGrSpDBfX4F5QV54GStMWrsfFpnFEiuS1PTBbMBIYI7IN47qB8icDNs/W2C/dRs1K18xcaWLwiO/QLNM8CzfKZrNxZUzgN+AEFxV9rse70EaMXZqme8dmYBzpcwp9R10wHBgYHS8NXo/Poh2RUSN2h8ziAAlNVwAIwiWqx50gY7qzCMML2OIctlqtZr1ez+fGcDj0MQU48VzkiKScxMEkyWMKCOo0m828D6I7eDQa2d3dnQeIbzYbe/HiheVyD8HP9Xrdrq6u/Fy+1WrlBprVOWNKoDIgk7by/Wg0smq16vmokiRxFybuGwVz6n6FjdhsHpJDqszSfrKIEz8EOAcoLJdLD14nj9P9/b0fn8JcOTs7c3cd/YgLt9VqOVPDHGXHJIwcMW0sslarlYPs29tbGwwG1mq19tgN3L0c0cJhzex4A2Sg+5gjBPyrvhkMBt6XsEKkWyBGCjAK4GJeM1YEps/nc3v16pXHZbEjksB35NvMPMfVb3/7Wz9Wp1wuW7vd9qS1w+HQ56jZw+kP5+fnLuMa13d9fe364Oc//7kHoOdyj+cXsmMTdyKAk5QOCnyJo2OxRixdlp1QQKH6Wtn4eC1/RzB2qMQF9SHWSXXY7wuu9CfrOp6JXEVAp0U/+xzWTN9Lf2j9ta/MPs0WEOv+FFg7BM5iXbStz5VngVWSJP+lmf3Pzew6TdN/+LvPemb2fzOzb83sBzP7T9I0HSUPrfo/mNn/zMwWZva/TtP0//sZ7zjYIAwVBTcOhj429DmBzAJiOoC8E0WkdYmsV6Q8tY4RtWeBLwVA1EMHGgVIW+kLlKPmWtF2q/E0e3QV8i7ey6o6xiHBEqG0WTGibDBUkQ7XE+iJJwEcaZJP6quxYrAtygiVy2Xf+o/7BrdWnGS8B8VJwUgBhGJMjVK8PIc6qeHXsWQ8la3SvsfYapBzDFBXNyLMCGNBX+DeYUUPo0V9CoWCtdttBw30Ka4RwDPgnHsAItRPD/TFWGuaBsZRGUBifLbbrQMDdlBVKhW7vr52QAzDxW4x3UFK6Xa73i8YIIAV8ga7hnywkxOZHQwGezv1lN2FGcSVSFvZNEGQOK5r5h9xZ8hCt9v1a5mPBJNzpArB2LB6o9HIarWasyX0LcHYgGsAKJnGeT7gFbnVWLZ6ve6bEj5+/GjL5dLa7ba1223vAw4q1vZxwDM7MzWWCMaQz3B3kpW93+972gd0Va/Xs91uZx8/fnTARk4rXLAAPRgv3tPv991V2e1293ZgAmDv7u6s2Ww6wDs6OrIffvjB3r17Z/P53EH5xcWFtdttOz8/d2aLBcF6vfadgknykDuv0+lYLvcYQ0eguu5qnE6n7kZFdmDldYGsO1JVL0SbkaWzlSjIsi36f1xQRn2o10XglgXEIriIYOop0KFEQ2zXc4AsfneIMYptju146rmxPAW+DhUFmuif5+75HMbq/2xm/0cz+6/ks39pZv82TdP/IkmSf/m7///3ZvY/NbM/+N3Pn5rZ/+l3v58th4QmCod2rLp/UKII5iGApVv7s0CRKmOz/e31Wj+9P1Kuep1+H1cwEWTwHnXTAXIwjspCqZtKDaOyO7pC1pUF78RoYNBgU4i5IX4GpcgKv1AouKKj/zGaKCQMF6wRhljZHd6pADeXy+0pWYASfcA99BdB28QZYdBQmPQxE4J+Udcq2/ZhagAejAFygFzRDupL//NsDQJX9otr+FF3GC4JzY2EUeNzQAZB/rhsiDuCqaNP1Y1MLh/dgYdsbbdbz0nFvbhQkiRxgzOZTNzty+47zTKuObQASvP53I+oOTo6svV67TFVBHADiBhf4sHYDEEBZOOyYpGhO+0YU1w65AID9CKPgBtc2IVCwV12xC1pYP3t7a1Np9O9I2FgYdjhttls7OzszF3nMDsAO2W4AbgAathBdk2SO+rq6sp6vZ6dn59buVz2Q6YB2aqPTk5OHETQ9mLxIXknSVh5LkzafD73dASAagLfOfIIgMPmgaurK5/fyA9tyuVyDowY1/v7exuNRjYajaxer3tKCkAMGxNYlMCoffz40dbrhwOUcTfCNHHeIbJ/eXlpk8nEjo+Pbblc2g8//GCNRsPOzs58AdFqtWy1WtnZ2ZnLNGPAodfU49tvv/WDqEnBwrxAR+AqRw+rax59oWEOqvezjHMER1kskAK0yOZEOxqf/TlMmIKIWE8FgM+VCGCy3qV1PwTmsv5WDPAUyxe/y2KxlNDIYs6y6nDIo0V5Flilafr/TpLk2/DxPzez/+Hv/v6/mNn/yx6A1T83s/8qfajF/ydJkk6SJC/SNP343Hu0ZKF+LQhqvC6LJtT4BXWvMChZtCR/o/iZPIAPjGrsXO7h3Ur9xkFTY6s7vKC6UcAAAL0mTVPfbq/xOXd3d75KI3EfjAOZrrmftgNaiDHBFUg/scI1Mze69BkGmtWtZgDnvWa2R6fzflZ8ylJhIFnJk7EboAWwgB1gm3lkVpSpi6tGDCz1ZAxxMwEaGAuAAuAKGaDtKGzABcZMGSqUq+501OSJ1FEBLv9zPewU2epR9LpQAGRSV60v4wgQ4DghAAWyDnC7u7tzFqlSqVir1bIPHz54vAyF59F+6nZ6eupsSJqmHvSNbOt8YHzZ2abn7pFQEoCDUiMObbFY+BEttVrNY7HYYadGDSDNtbB5fEZ9arWaLxpwxQHwp9PpHnPbarU8SJ/PARLMMVz6uJYARcwF6sHuWGLQMNK1Ws1ubm68r2CGdaci7nvSXagLnefAOlIX3PUEmA+HQ8+5pWz4arWy77//3pIkcWCcpqkz3uiN+/uHsw8j2GLBY2Z2fn5ut7e3HsPIxgxd0DYaDT8UnLlDjBPB77jm2IlcKBTst7/9radoqNfrdnR0ZEmS2OvXr31Dx3fffef5rzqdjg0GA1utVjYcDr2/cPXtdjs7OzuzYvEhWe5gMHBdpRsoNJyCcVMdzvzWxa0CIuSAkgVCdEGtz1AApoAri9nRZ5l9mudJSxZ7lXWNLpA1VIU6xqKALT4/PjerTyIIYsGs/XCIKaNOh4BabGMEWczn59gqs795jNWZgKVLMzv73d+vzOydXPf+d589CaxiZ39OYdLSsRQVYrPHFZMiXN2ZxjVm5vEqGphGrA+GkZghXJK8k85GgaNQ+VzZkVhn6qtGn2diJGE4FCBgnDUmI/mdiyRJEt+9pH2D8gdUUV9W1hgwAAWMDwyUTmrYHGVuuLderzs7omwVwIdgX81hBPgFXAKiNJcWK+dyuexKniMtSMIIIMWAaBJABYD0J+3AGBJIC6hlMmoQOXKbJPtZsnXSAwT4QQZ4RnRLUi+UNN+bmbtAAX+AFMAcwJtAf1XuGCH6CFbGzNzlQXwc59wdHR3t7QK8u7uz4XDoQcS73c5lg3uR2devX7vsmpmDMYw5hrRerztDgSsII42yZkcXoF5deWn6ePgxrOzd3Z1tNhs7Pz931ynMDACZPEnIn27YUDcp40fcE2kf2NZPYDbyhX6ZTCaWJImDHYAhKUxwnyLfMJwYdhgr5uJut/MkoGYPQOX4+NgXHrA7sIKUfr/vrB3HtuBSZ75Wq1Wf5zpXGQ/cm7PZzNkc5JCFF0kz9WBj2oD+NDPPE2ZmHsvV6/W8TuwQJDlsPp+3m5sb63Q6dnl5aaenp+4mhd1dLpd2e3trk8nE48KSJLHhcOgA+i//8i/t+PjY2u22/fjjj77ZIEkSZ77Qk+Px2Pr9vqVp6mknNKUDux/X67VdX1+7K5lDoZW1N3vMAxhjgBTcRCARvR2q8/U3BcKAojqH6/XdAJHomtSiDD/PjM9XEKV/U7KeHcFJBEzaH/EZ2q4IJNVzc6jEPnruc/1MAfLnlP/OwetpmqZJknxe8ggpSZL8CzP7F2aPB75qA59qRGSKshAvz9NrFYxghFGAyg7pYGNAFHAxqLgTABsII0wAhlrroEKjQhInk+7MUqMJo4MxAzCo8SdAPLq7NFs07QCAsArU3Yoa8Kw5XvReZed4fzSCHBWimw7MzHcD6nEuKCaMHm4wdp3xPmJGYEgajYavmgFmCoJpJ24QVpvUF2Oi468rfLPHA57pX+4lVkVjlFR50KcaaxXdu7xDATZ9CnuAew12Tt0S3AdLVCgUPACYnZuwCLQdUEHuJoArwIKgbjOzi4sLbzdyTZ8lSeJxesTMaLuV7YXVgrEZjUZ2dnZmpVLpExDFPbBrxALh7txsHnJi0UbaUSgUbDabWalUsqurK5vP59br9ZxZBMDhSmQM7u7unFnB0OtCrdls+jZ+3dgBy1sqlRzk6yJqs9nYYDDY2/1Wq9V8jgH+yH6Oqx3AC5hVIBkZEjYvYMRxc7KDEvCv7mHN+cbcgvFE/ubzuZ2dnfnRORgvdpgyNritiRljLEiZYPaQhmOxWNhsNvMEn+jeu7s7Z9UB/SwOptOpp4Mgoz1ydnl56fr8/Pzc3XmlUslGo5HH4P32t7/1NB75fN5ms5mnijAzn+d8Rn4xZfYo+Xzex0/PVkSnsxhDNzNXFAxE78ZTLEgWIONvZWuywA8yyO9DrsIsF1hkcQ4xS9x/yP2YZfMOASvKITdk/F/7MtZH6/gUE6XvwfbFvovvf461+psCq6vkdy6+JElemNn17z7/YGZv5LrXv/vsk5Km6b8ys39lZlatVtPn0KB2Wvxcv4+dG1G7mbmLACHT4HAVPrP9fE8oNN0hp2iWe5WqVvaA1Sv1fa7N1BlwpOBFJ5UGq6NsAV0a61Ov163dbnvsES4IdSfC6qhbQ3dR8aOrZ62HxooBELrdru8UYpszQAiGCECowdnK4MGwqRLBwFLf2Wy2d8YbRpl7iTPi3exUoy0EixPsTvvVpcv4ah+NRiM3XvQTbkllMpAnZVMVbCKftBewonmYMCKsntkRqMocAISbhlUzLCB9Rt/WajU7Pz93Y8NYYmg0fsbM/Bl69M96vfat8QBOdetpXjFdKMBiwEISWwUIIVcT8U+MK/FA1AGjS1+ORiM/tBfX3mKx8PQILFyIQQIMAp75noURIAQGtdvter6k7XZr4/HYZrOZdTodZ1Z4T7/f3wOBsF64lAAeKgswa4wbgEIZSmRFAS/sF/OW9tCHuvGH+dfr9RwMkuiTxWEul/MEo7PZzA9Yns/nruc48Bn9MxgM/Kw/4v82m4fEqLB9zDfAOQup5XJpb968sYuLC49T4x5ydClg7HQ6dn19bXd3d542gsSerVbLj2FiZ6GZ+Y5Z4sCILWTxtt1uHQC/efPGSqWSgyeNPSU8AVe0mfmiARaTuDrmdoyzUpum4Ak9EV140QZG/YJujL8/x9WlBf2bVXSx+hzAiM/MAlJZf2eBuKx2oavQzU+1Navth+oU71OX73NA2OxvDqz+tZn9r8zsv/jd7/+HfP6fJUnyX9tD0Pok/Yz4qqwGqatGr6NkdYzZp4jebN+Y6fOjMVPWSUsMFowMUvSjMwAoL4xKNK6ALr0/a2C17jqJFMRoX/AM4lug/AEYugMR5YmhxZCoGw8mSF2fGEkAHAyZxkHAbGAkjo+PfYfgfD7fS1QIw0L7VIg1Non+x3jTl4AQwFmhUHBlSNoBwClGnPHiOTAUPJt36vl5MEW4dZABwBwTW9krDCLAEKOnq1buU7nWa7gfEIWCRw4YL5gnjLoyeLB75BRT+WZ7OnJtZntuSwyEmdl0Ot1jP3g3YKbdbjsgSn/HQrKrjTEEVAAIALiwamn6eLAxGwtoq8al6REqJM/k2BNcVbiECCKnz3H/4E5TFhg2i2Ss5HYCbH///ffW7Xa9b8g3hQ5RNzJ1p6/5/ujoyOcU4F7zleHOOjo62tM5gPZc7jEPGWCMHFksOjAKjBlB4rj9zR7AJGcdVioVazQa7ook9nK329loNHIwTx1gdRknwBcyRNwVc5m8WirjyPl2u/WYNdxxZ2dnLq+A0Ol06q7J8/NzZ44KhYKdnp56glRtJ4AsTVN7+fKl15tA/cViYb1ez16+fGm//vWvfayIT+10Oh7Uvtvt/NQB+gndwlgCOjVWTee66mtlrdABkXlRG5AFHJjzfB/tCc9WAiA+L4uY4NkKeDTEIdbjqaKsUhb7pNdkgaj4LDPbsxXx2thPn8NcaYmgV+9/jhT5nHQL/1d7CFQ/TpLkvZn95/YAqP7vSZL8b83sRzP7T353+b+xh1QLv7aHdAv/m+eeHwsVz6I3f1efzPsicIrUbbwPo8d1WQySujHoWBQvRjZ2tA4wjIS6BUC+yjAp46MgS9EyBjkKOxMFg88EVcOlu4eikKkyAOSwYuNZKAetH32y2Ww8+SR0egzaxqWRyz1uwQbAsLJl5YvbAzBCn2FwycSsSpl4EOpP7IuOLf2De1DdX+q2jUoHUAxQ1omM6wLwbGZ7O4aSJPHcP8gPIFGZP8Zb3br8ADpYAVNvM/PgasChBrUje4wzrlE2N1Bv2FQtafqQ3JGgbLPHszAx/Ov12l2Nmj5AGRSCi7Vvie9iQQEDB4PaaDRsu9164keMFwsCxo7NBmaPucUYJ3JVwWLh3lJ3KcYMti1JEj+bD5cg8XzIseqit2/futwi7+Px2FkwFgS4/VarlTOqvV7P7u7ubDwe+zgrc0p/MgcI3CY+DjBH0DYbPJIk8dQFGvgOE4VbURcS6J3ZbOYbAoib0ng8YsKQXxZFuM5YFCGnAGZ2qgJ+c7mcM7ykiWD3JbJWKpUcMNFWBXkAMxjodrttJycnVq1WPe0G+anMzBnefr/v4H21Wnmy29vbWzs+PnYX4tu3b/28weVy6UwYuvzk5MTSNLXb29u90yWQExYSyBVtQ57jwhF9HsGQ6vrn2CXVt9iLrJAZBRv6P8/hf3WxxXcfAlK/L8A6xFjF52U9N15HX2pfRSD1OQzWof/N/paD19M0/U8PfPU/yrg2NbP/3bNvzX6P/32IpTpUYidkMQB8zvVReHVHgzJLei8rWpReZKu4ToUSMBID2fXd/NZdc/oMrmHCxL7RwdYVMUpEDbWZuXsIAMBzuRbDZmZuiPU6no/hR6DL5bKvJDUuCQDBeYG0f7vdOiAiaHW1Wtl0OnXwwPsJpqfOgASAHa4LwAluGwy4xpZp3c0eXVzqHsHIEf+B+wKgxRlrtBVmDDmCVcKoo7QBf/SZ1kvHUOP9NFklgAyZ4f0YbQwwddG4OFwf4/HYE24S30asDXVV1xGghfmk99F/qtQAHHoQd3T3IJskpT06OrKbm5u9mCDYAUDPfD53wHZ2dubMCAHIgF/kJpfLWbvd3puLjIP2nxowjtshQJ/z6XK5nIOGarXqgJH4ovF47OPKIgXGAmPLHEdGlc0klghWoVarWafT8UWExoWxUCLHlG6oUN3CooocUHpmI7sFlcXFVc+47HY7d60tl0s/SDlJEg/4ZrMA79QErGxMgGFknjHvGBM+B0TSf2ma+k5Rdclvt1uPdSP26/j42HXDN99841nT+/2+B5grO3R6euoLQ8Aj85pdmcR94RolPQNJU7fb7V5CY/Qi+kZPLUC+NO4q2jwFQ9E+RTuWBcL0c5jqCCAohwgLrld7pUAo/iDHWa7Ip8rnApRDRVkvBVXUJ4vVO/QM/T/r81jnvxVg9f+rEsGJWbZQqa9TmSjtSI05is+Mz2ZVwXcMCu+IlCn11O3bGEAmRQwqVzdbFghCMHRVF4WE9urzojtTQSFMGIwGJe5c4x1qrNM0/cTgoNi4nv7N5/MeS8O1KFddMfE39UF56o6t09NTv5bMzQAZzWUF08DfCoRh2DBgsAUoYQUA9CkAjDFEQbIjarlc+pZ7FGqhUPAVspl5NnT6AJaAPlI2TJVAdAurG49xULeiynRM+aCxVIyjbhCAPSsUCtbtdl2+YRQVJBI3AlBSJg9GUw8+Zhyr1apNp1PfBYeMtVotP6dP5ZdnE7yux8pofBBxMrlczt03uGdgUohDAmQTB6MxSTB57EDjAGDcYPQriWm1YPhzuZwfIk0Gcdgd4oJwnwFYzR530jG2sHTKBjLGtIE5TdLL9+/f780HdgMS+7TZPBzvgjvz5uZmT6YLhYJdX197bjAWNKVSyfuCBJ8stgD/ZHRnswZss4IrjoQhGzxza7lc2osXL+z4+NhzYNGfzF2OC4IdarfbrjdJeouccZRPoVCwXq9n8/nc3r9/b2/evHHGdTqd2vHxsf3mN7+xXC7n8XAcPs17YdtYPI1GI2ehyG2H3JfLZRuNRg5qcYkSaqFuauaAsqk6vuhTSgQE0YBHr0yUTdXX1EOfo88+xEJFHRPBRmSXmN+6OIygJrbj0P9ZIOdzQIyCuyxXa1YffS4bpnXh76fYQ8oXA6y0aAdldTB/Kxh5SmieKwqKFJCpICsgyxI8jXeK4InnUk9lRiIwQInFAFNtl8Y0KBMV2541sQB9MDZxVcI9GmfDiloFFRcO7ArgjNgDZTR4L8KPEmZbNkZUgQZxHPyP0YO6jxNaA741RxPvp318pu9RdkqBrALe9XrtW71zuZwzARhEdb0x7jAvAEDcWbiwtABQFLQiC2maeu4jjYNSud3tdtZoNNyo6e4mNimYmbtlcIvqAgFZUsCJKw3GESONq0t3gMGEALY1MawehUMcEGM6mUwcmOjBwhh1xgfgRJoN5gnfwXyyu5BAdWQ6n8/7+Xa53EP81XA49HeZmbNgGt9Fe5FtWD3iBXE5EowPC0MKgribTd2rZubMVrH4kJ8N5pb5DAgbDocOCvmNnoCx4R7mg+aIWq/XnhKBHYzT6dTdfO1224PNr6+vHfAy/xaLhYMS8otpUlFllgCMrVbL5wdJSJvNps8N4vHQc999950DMVyGyCQLDN3hWCwWnYFdrVb2Z3/2Z1YsFp1d+u6778zsAYCenp46SAO0Mj/0uJpWq+WMHJnwuZe+J/s8OvDFixd2c3PjqUCIOdTNRArGWPRiM9DBqsvVzqm+UzCmul51kNopBRsUtROHbKYSDNFOZOlL6pXFBEU7lAWieP6hembVNct+ZbWD7z8XGMX3KYhEXz5VvghgpY3WBph9mszMbP+ICrN9sKNCRSfoYGkMS9Zg4O7CqOm1kcFR0KRGTuO3AAsx4A+jHtvEb61X1kqFa1CsccWhDEcUKH5rXh5d1VMP2q0BtVofNW4Ye3Ye5vN5DwpG4QMcdDyzPmN3ztnZmYMREvzFPGNsh6YtZIbGMLHCRsFFcIWC5X9VJLiecBHgIsX9hMsGwKzgXHcS6o5QwBhgS5WhxuOp20Pj5BT4ICv0Ie2FgTIz32WnTBagGZZRZZ78YwAi6q+MISwE79IAZtjGXC63584C6AIucJMQx6VuPuKazMxjrmDOeIfONc15xi5A5IIC4GT8MVC4iIgzgpmDeSW+B4YEwLtYLOzs7MxdbLpjD2CHfqLtjCm5wRhTwJiCN9gjdRszblwLwFiv197n2+3WU2aw8ELGNpuNu/hUJwAq+v2+HR0duTzUajVnjXl+s9l0JgY3OTJL4lkYPOKTALnExrHognlDptiVyjys1+s2n8/t9vbWXbrMKVjGdrtt5XLZTk9P7d27xxSKHz9+9L7T5LTL5dK63a71+/099o2/N5uHw5dZGFxcXPiCATDabDbt7OzM0vQhTuz4+NguLy/93EdNyswYMW64NpFx9LzaKQBL1Pc8Q/+nsNjjfn3nIXIiiyCI7JZ+H+9Re0CdswCY/v85DJTW7xDQOvTsWI8IqiLA+9y6cH1WnbLKFwGsKDooEQXHEj/nHgVigBsmGAWjpCWyDQCiCPJ0RREHMboSdSBRqmb7GbW5LrJuKFLexypHwZf66SOwTNPU3WjqWsIoqaLm2cQzqeGKDBtGHiCD+we3Ad+naerxKhocncs9xLGsVivrdDrefhgxlPdsNttz39AmDDzsCYkCMd4aFI6y0fQTjUbDZrOZJ61U4Ed/ogwxwpobCONKvTAM9KWCrAhWYTUAXjGAlfHRuDjqpmBSgZu6n80eA585DihJEmc21PXAu2Al2N3EePFOxk5BZpIkvi0fA0n6AWKYUPLz+dwmk4m7ZXgmsUnsusP9BDuGXBcKBfv2228dGJCuAzaG/EZqVNilRTwS8kAgOYZM3eDIAjFx4/HY82MBwImbY9HAtv3Ly0uXjdvb273DyEmyycKKjRvKVnEWHbvZNpuH1AyazoJgejPzGDHSUZjtM3aAHZhLlSldMALciB1jXpVKJTs+Pt6LkSNeT8EZfVssFv2AacCL2ePmCl10zudzGwwG7sbVDSfMN55DSgQAN248XUwsFgur1WrW7/dd/rbbh92F7EIG7FFI39BoNKzdbnscHTsOOTLom2++sT/8wz+06+trW61Wdnd356k08vm8A3c21ACWCPxnvJEhrmUeKfhVZpUSvQ+HinpTlOHTzw6Vp8DVoWsjyFKQriAny57zf9Z1WfU9BDCfA1ix6Luz2hOvy2qnfv/UeJh9QcBK41MoWZ2ggATjpHFXykghqCgUZUlUGDEWykRlMWaAEd1tpWAFJuHQoGuhPkwsBWJqjFUxqLGG7VBXDvfQFpQirAqKVHd20V7AjRp6BZoALMbq/v7eYyGiSxLlQsZkjCLfwWopU6WMR5IkvmJn5x0Km3FQhgBXCCteDAEG1sz2VojFYtFjpoi/Qn5gRhRUaD4gxg62gZ1N9FMM+lTGEiZBn6NAWZlRjWejnYw/TCiMJ7IDoJnP576jCQPFIbKTycTm87m1Wq09l7CynPl83oOmMQK8k/xLjCWARetDPagzLj9koFB4zMEFe7Xb7TzuB5nl/D12eMIGtNttb58G6SOHMHS0kR107Khjaz4ywG5UYsx4ri52ttuts5Rv3rxx+UYPaR4t/icVRD6ft9PTU99Jp+5vFn3sJgWQ/fDDD7bdPp7FZ2Y+nrQJmeIz5qWyrrBB9AvxkMiVjq0m50VucrmHnbxsHlmtVnZ9fW3r9domk4mPIfJD3CH9QP4rMqnjciSnFTFKylrRThKMEljfaDR8HsIUXl1dWbVatfPzc28TMVLoPWwLMslOwna77WC4VCr5uYDL5dKPDbq7u7N2u21nZ2e+wcDsMfaKfjEzP6aL+hGTCbsII4o+wA7x9yHjn2VH1AMRv1Mdc4iViYAqC2DFZyupEO30IdAUP3uOJcoCTk+BQ71OyQ6+Ux166BnPfR7r8DlM1xcDrJ5DglkuQSaNMlAoifg8HQBWBzxDd3PFEqlUlJ8CIW2DKmIz22MalAWibhpHo5+z44jrNeYprjhjLBF1gXLGUECbcz0TH4GM2+6VdlYAyGewVbjIMGC0Q4+S0eeZmRshDBmxUcTymJkHxsKkRfaIwjvIJ8SKGXaJduGKq1arfso9sRkAPvLdoCzpVzW0GEOYAwWnsCG8n77lfgWEunFCx40Ej6p8dbMA8qIsGaCLZxD7AbhhDIgpSZLEGRmUDsCVYFyzBwMB0ByPx84YxSBdwLTGYJGJG4BA23SxA1iBjQAU0jZcOfSnumM14z3txngWi0VPB6ExLre3t844xHMw2fZP3ildpJycnHiOpmazad1u166vr5214FksBmDR6BsObzZ7ZHIU/GNs6X/cUswb9Jy62gCXyggpkOegY/pIz8GEfTYzd0/vdjs/ew/XabfbdV2hLNz79+9dbyI/5KdjXHa7nV1fX9tyufSM95vNxn7729+67OmOWeZUqfRwWDIAulqt2rt37+zu7s5arZa7aGu1mnW7XZtOp1av1+3FixdWqVTsz/7sz/wEAsA+7BFu2larZYPBwPuOA6objYadn5/7RheN/VO2j9g8mK+joyNrtVp2dXXlQJBYPYC/jhN9GhekWrIAVfS8IB9PGftDoAJAleUxiXb4KeAVmTIFOQpGop071NYsUJX1W+9TUiU+8xBwyvouC8Rlgaqs8BwtXwSwUqR5qON1oGmkurjUPRNBmIIpZa24j11AarwANrAJsAgEjWqGcLP9vFmq6PkOwdJ4paxBUuHEXQKoUXYMsMXEZ/XHeyhMZAKVFRixigfgKSumggvjoTFJGLhcLre3swdAwHsqlYpNp1N3UaCAMey4fzShKEAhpmbguBBlF1CKGkeSpo/nIKrc4AKAgQJgENfDrjWMowbiwy5gDHm+gjbALoCOwG/6AzmP7lF1j6k8ITcaE6NAi/fhkmQVzbtgD3imGlViZxhXAAzPhgW5vLz0uJgkSazT6djR0ZEbKa2DMirMI5gKjXGDSYUtgDUD2JA5G/CNTPIsgq+jS5S5zLxBfnTbO3Ma2WbnWpIkviMR5gYDydE+ylgTrI9rT8EzP2maelZzklReXV25W4/+APwBWpEngBbyrACZ8UDmCYAHoCDjGDxcgsgt+oc64EIDIFIn5gOpUgAK9DtMJf0Po8nzYKgAsozBYDDw/gQc7nY7+4M/+AMfc9xrxOkRP4Zbjp2Zw+HQ5ybv/6M/+iNfWALcdC6RPuLu7s5B83a7tb/+6782M7Nvv/3WryGpbrvddiYNYPjDDz/sHchMXBr91O12bTQauduTz6mn6ky1T7Fkfa525Dk26CkSIOta9dp8TonAh8/0fbEeh96fde1T5XOueerZT70vi0HLAp6xfBHAiqI03qFBijSnZrNWFkrv1ZgKVaq8g1gCkumhcFA01Cs+M8ZbaVHlyntw17D6zBI8jKuCHOqgoAj2hhU2eVcAOQAWlJSeM8cEpg1aRwUBMQZHXRAYMQ0Q1nHB8KNAUMZRybEKR9kTk9BsNh2Aobwxbihu6qDB1gQtE2dBtm3kxMz2mAqAYj6ft9Fo9EnGeI2FIGcQK3Xiqxh7DDRMoiZ2BBSpnCNzynTRb7jPzB43R8DI0L8Altls5m1QtojncBAu8S6wR/Qfwcgwhp1Ox/tT2SZ26fX7fSsUCh4/dH9/b5PJZM8wYPw0dxdZvWu1mk0mk70zJGu1mq3Xa08Mqek2MIRJkjgQxF2pwAZZo93VatXm87nPExgCTTCpDJvGPvIbGWQ+Hx8fu9xw/iDAhY0TzPEkSdz4M04sMhSkMcY6/1XBa7oQWGKAhDI+rVbL7wXUAHbNHpnF+Xzu+hCZAJQraEDG6HtdEOi4aigC8Y4atqDxq8gy8xs5wkXJPJ3NZjYej63Vatlms/Fdj6VSyXq9nvfdcDi04+NjGw6Hezr+w4cPHqpA8lPmHYdOo1NgsdhE8OLFC68rMYDxfFFYLxi+m5sbG41GHufFUVPqOQD0q86K9uI5giGWyNJwDzKr9k5/8/ch9knBFZ9lMTk853NAStZ9TzFEWYyd/n/o+Z/bd1nP/5w6m/09YayUklSQogZfP6MoYNGin/M8ViqxYwApd3d3zi5op7EaoyBsKBImBEZI2bIInhQwsUpUAVbqNKYrUNZCDQETSzMx49cHKGEYWS1SP9x3rKB0UgKotOhOO43FUMVKn2DAUbzNZtOTKNIvrGoBtvS3gr9cLrfn0lTgx44jzRVE2zES5PjRw4pVYWjf6w9twoBgXFCO1FMPnoUlwADABsTVn2YCV5kETAEgFovFJ0qCeqkB1sBt3gfgY1xhC+lz2sgZa+QHIvv2er22RqNhw+HQ6wprmCSJJ8lUxmM8Hlu1WvWDd9WoI08kVk3T1F6/fm3NZtMuLy8tSRK7vLz0lAIwbQA0zvtjATEYDHzDAiybso2wLACd3W7n4I1YLmQEpmqz2ThrpjIMmGZnIPdyD+NG4kjklvEpFArOtr18+dLnILICeK/Var5QgYU2e8zdpklzkS8Cu5kXLKKQRWLSiCPT0AQWPhh9gvKZZ41Gwy4uLhxcZ+lAFqAwb+Txov/MHllvUmEA+pU1KxQKeykNAMUw0oPBwF2o5+fnrhfK5bKdnZ257H/8+NF1bKfTsZOTEz/cGhcrdeN8SAAjzKLGJ7IQuL6+dgCNaxiGF8BsZnZ6eupsnOpGSAAF8Ogm+iEuaNXW6aKaEhfzWQBF7aN+/xy7xe8sT5H+n8WEHQJg+n0WgFF5+dxrsp6rtv05Viw+M34XyZ2IUQ6VLwJYxZKFaGNnHwJJ+puiHZyF0DEwTDwNQI7IVEEV/7P6jNcyoTDgDLrWRd1mTCqNZ4At0ZguFBXfs1LXmCZVbPzPPXzOqjJLCaK0+QzjSsF9QxuoO58jfART39zceN1QNhhYYr04HBlDR701BoWVOSwHsQ+0H4BpZs6w5HIPmb1ZeerKG6PGCpbYq0JhP7s6yQpRosgL44gRoM+QB9IA6HZ4dnIhB+oKoL0Y/8iS6mIDMIqBhtGDMaHPMOQYTpRCq9Xy3X2s1pMksZubG7+v3+/7ytvMHFBhXDESgBSzh0Nu6c+joyN3oeByR95qtZrvEKMvq9WqvX//3vuBvGUqM2bm7hbcdrgIAf+0kXHUA547nY5VKhV3vSlzwHjU63VnXugLFlnj8dgZy/l8bicnJ754YGyZRwBKTb3AzjB0AWDMzBwUItO6qMNlzA7NfD7vcUi3t7d2dnZmy+XSxuOxvxegykJCmTx2/43HYwdUyCDyoIdEk/h3t9t5Is/j42OPhWTjCH2qedJICYGOIDZpPB476AfYkkuLwtwye2DKOFj5/Pzc5yXuadrz6tUry+fzdnV15awX6R44+xOZMDNPdgpgBozDMJVKD0fdjEYjP1R7Op3aq1ev9hYw5C6LO6E7nY71+30HeMgIOgE7EeOmngIHyE+0kZF1Ulv5FJP0OSXei9zGOnBt1k8W06XPzwJWzwGteE2WN+hz2vYU4FTi47nyRQCriACzwFPWAMXrnxKarE7T/2EiYsxWpFqzaFc+11Uq10WGJJ9/3LKuP8p8ZdGw+k76C8XNygLXFPVSwIOS1lgXMmerC4kCOFGXAEqRHz1yJE5q3seuPt1Vx2QHkLCSVlYFQ6y7B3mG5pDqdDo+TvyGwSKAtdVq+aRguzhjDjMCQ8hqmrPoWOnrDjfcOoBVYngUwBBDRJ04NoOxhelAkeIC0for65m1kOBvNdzIIKA2TVM3TM1m0101BHbjzsO1tlwufcxHo5G3BXlqt9vOQiZJ4m7DYrFopVLJmRkOOIY9we1CpnJW9Gma2nA4tHa77YH1sGrELJ2dne2xvJvNxrfK66KG1X9kL9M03XOdkVOJgmGkrpqmgTEDAHG+H0xakiSeyBIDrCkaCC/AYMN4MLawLjA57IZFdtP08Vw+M3PAwaHKgBlcVRo6QL+QvoF5xxl5k8nEXefqwkRHwPiyoIBdZrffcrm077//3k5OTuz4+NhjuJDnqBeUGdvtdg6OdTHHOYUcfEx9f/jhB5/37BJlo4vufqVNs9nM5xyM+MuXL20wGNhsNrNut+uLMD1bUneaw8yi925ubuzly5d2dHRk33//vVWrVRsMBntgiOB9xgrmjEPOWYRwJqVutiBWEtnICkqPHpCnvtMFfAz5iNdEwkBlFH3+FNA5BKD0vqeA16HylD3P+kzf/fuCqyz8oDaNa54CX5QvAliZfYoGY4dH4MVgIzSHGKlYsq6j4whMVGCjJRo0ZaTiczVgPYKtCPJoJ0ZM3Ty6q4tnqfuKyU8fMRnUnYERUHYNo4VxQwnBYuGSUFeOMisoYNx9Zp8GEGPcASCAVnWFEIvAuwBXCn5Q+Ga2tyqGFVEghgtEUyCMRiOP1UF5KTiF/i+Xy3Z8fOzv6/V61uv1PGO0uj9gy0hwSa4is8dDXzF4MGJcV6vVbDQa+ZgDvMzM3SLsRELB8mz6DrlRF7GCeGU5MarqwlTXGQZeV8DKRMG2ATRpD+8GEHW73b0t7oXC4wHBABftH0AL7BG7xlh4cDQO9UXmqKOmCuDIE53LKru66YEEtDG2jBxJ9/f3Nh6PnaUljov7zcyPdMHVBiujrujtdmv9ft9OT0/dqFYqFWe1cLeRx0vnGy4+dS0yZjB8LABgY5AjZCTeqyybZq9/8eKFDQYDXziwwcPscdNLo9HwedTr9Wwymbhrk8WTxnTiykQeODZnNBr5vOXa4XBor169cgYTlygLRTOzbrfr4JRFIXF4LJ7YwTibzZydhB0cDAZ7CTs/fPhg+Xze3rx546zU1dWV74hFVtmVDOuEHKneIVaMY6KoF2OCS5A5rkH86G10q27CybIVh0q0J2qPFKRlgZvoIaJOFGWluE7fdYj8iPfH+57zRun/8f74+SGiJatk9Wm8J+t56Nvn3IBmXxiwMjscZBf/PtTZlEOdmoXWKRhvlJDSrMqymD2yLspA8VwGGoWm4CoKrBpEZbRQOkwKBpR3wUZonhRWCKy6ADSsRLiWFRh1YWWKGw5loAKrLi4MEMd/ABhhGvhNvev1ug2HQzcetBelSZI/jCXPq9frDoJQ+KyKC4XHs/qIvwIQRbaBdpHYECXT7XYdAKkx2mw2NplMnLlhJw9xTxgkwB8JAqk7z2OLOWAQgINyx3jQJ8iEsqS4IqObQEt0OceVKP3K2YU8F/kxe2SWkCXylMXdjgRjszFguVzazc2N9zFzB3AVXUnIM+M0m82s3W67O+ro6MgKhYJ99913HnSvLAqME8wJiwHmFqwUMq5uZJ17uP/pD815Rr8BRJIkcfcRc0MXYbyT9ps9xkXFnbi4NXe7nTNMMDbMX+oFIATYvHz50l2j7XbbzMz7QBka5iJsy3K5tNvbW3exLZdL6/f7ewetK9DWUARipnB9E/NEnijqYGbuRsf9D8NVLpd9zNRVz+HJ19fXzlyzuDo6OnLAvFgsrNvt7rkMAai5XM7evHljZuYAGSBnZn4qA8zibrfzM0mJvSQVhsYSknNuOp16tnWeAXNJm9QVWa1W/UxL5gKxVMPh0NPRwFbBVip7TWxlBBi6cFJ9kVUiuMradah6QskJLdF7ovMjCwAdsuOHgNIhYPVUUQYpXqselCzyhL+1n/Sz+LxD9z1XvghgpezTIUAVOyt2boxv4pqszw6xW7AsTAhViKzizT41ZPpcBSxxQqTpY/BwpBgBUma2t21bBRgQoNugdYcJ//Ob5xJXou4F6ghwIfYA1xgrykKh4IwFLgT6BjYMhkVdXxguFCVgiPqm6WO+JmIgMBAcaIoCxuCws0xpc9xSPI84Hs2nZWaeURk2sFQq2Xg8dtaj2Wxau9323W0aA0YdUOiRpcN4w87hYsOgaSJIXF2whAp2mQMa+6ZMIXKhQeGFwsMhtLgfOJ8MtwbvRGYYAzPzGJM0Td11R2wJ4JD+KpfLzjSRFZ9kjrjyMGCwBcg3eck05qbValmapr5r7/j42A01xlEXHIw//UIfAr4JwmY8de4SM6OxeMgM7jTGlrYqS1etVp15GY/HttvtXDYZe4wXY8KiC5cq8gMYKBaLvjGAoGyYImS7VCr5RgIzs8vLSxuPx56glN2Y4/HY48hoQ0yOib5h/puZ9Xo9Z5IADrCsgCLaAGiEgW21Wtbr9fbCJ9I0tU6n4/Vh3nc6HWs0GnZ1dWXlctnZJ3Rhp9Oxjx8/2mg0cvlgbgBqp9OpNZtNy+fzfujyev1wMDfxW2RMx0VIzGSlUrFut+tuxPfv37tLEvmu1Wr27t07Z00JY1DvwWAw8MUk+qXT6dgPP/xg3377rTNksNi1Ws3PHHz79q29e/fOLi8vXXeQqJVjgthgo245+pYxjOxRVokMVPSafA7jQtFnZN2XxXBlMUify0Y9xUrF5x0CYPE7xQ6H8MWhcqgdz5UvAlhRnqPz9G+AipYImKLwxWdlMVas+IghInBX/c2AIEX5yhRQN3X9mT2yPjrAGqSq4E0TUiIUyjag5DCgKCFdvaMgkmR/RwwrTAAG95XLZTs5OdkLMmV1lKaPKQsUGPId71cW7uTkxHPWYKwixQ2DQbtgJQCEmo6A+BdADKCAcUmSBzfkaDTy7Nr5fN6DUulPsqUrC6jMB8/Chco7NFgdIEmsFUofoAXDNp1ObbVa2XA49OSkMFvkh4I5wP1DXXkX46bvV9c5sTsYTcYU9mc0GnlMTmS0crmcG/E0TT1JJwaWelWrVRuPx5amqa/4zR4PLQaIYojMHs+iJL5Kd1nRPhhV3QGHG2m9Xn/CzuCiZus7OxPVpae7YAn2plBPADBs0W63c3YDdykLC/6GJYPNwJWtGxz0SJtcLufHJyEL9Ln+0C7c0jquMB8888WLF3vB4DBK5+fndn197XLKgoNn4C5EZwC4NWGsgv9Wq2WdTsfBquYU49BsZe3J+aRgWRdoHP8D0EWfrlYre//+vQN+YuEIAgfEMM9wg67Xa2s2mx7jR2wbYwMgYS4ik+gQ9Nt0OrUkSfzgZcBmvV630WjkcVTr9do3bWjcWrFYtLOzM19wwV6hQ3e7nbtNde4S55fLPWyUGI/He+5C9ClyrLYui0RQO5NlB+Ocj89UFuwpm6uhB7SF6yJLpHV6qr5PgatDzzvEMKG/1Q5pyWKgPpch0/Y9B06/GGD1FPp8iqI8NAhRqOL38Vn8hq6GGckSRjoVQEQdDrkEuV8Fku+ji0LpWo1P0l2CKHWMM8+GuVKB4VqUDy4PwAtGXF2MrLJ5B6t9VlqaPFDjBzT+h8R6mkHZzJxmJ1hd3YO8WxNxwpjRX7iFUMSwW8RSEOukBg4ljzGlbwAUFJQtz1blA4DlGkAHbVPAXalU3D0ImHr79q2/V2MrNMs3hlr7kcB+ftR9lRUojLHgXlhGgtZ1txKMhNmjEVdQgOt1tVp5agvSMcDC4RrGNUZfwSRgtAA92+3WY4d4H2CZZyKbhULB0xPQJ8SJcURPsVh046ggXZX0YrGw1WplR0dHvnMQBsnsMe0C8k6cCy4/AAo72ZBTAsapVwRILNIUOCKDgJEkSRzI4qJD5ukT5EsXCgBkzg/M5/N7hh8gqAHyzFfVAcxVFhbEIQF80D/0DzqJBLHoHF3kqb5DPpvNpu8cJGlosVi0H3/80QqFgr169cr7od/vW7/ft/V6bScnJ37mKGkTYIW0TjCRAPPxeLy3MYBYSXQGQfK0b7l8OBuQebNcLp0Jxi7ANrM4e/funceZJUniTB0ejdlsZvV63RcDxH4BpnjXdrv1TQt6lBSLFOZDZIUUOAAkoqtPi4YSRK9Klm2M7sYIVNSeKaDR7+M7DjFS+n3WdU9999T/h3DFIYCl/ZBVt6eeqeWLAlaHABS/4zVZgCmLlcoCWYfegxLVvE4Y3wiyuP6QEPCDklbQg+LRNikaZtUVd/6pIGuMBKt8fZ4KO8YXwAJdTj0wJrlczubzucfXYFhQ4vSNtl9dS/peYhF0OzuUN/2ikxG3A8qRlbcCGSh+2AqACPFDjB+uLMARCoFdf8T41Ot1Zy004BlGAKBFcHeaPgRrc+4X7BAr9l6v5+wUbTg6OvJ6atwQ8Tf0AyCQghGl/2HXAJeMD5/TRsAaO5QAnABk+j9JHt1XsBCaskG3osM8aOJS3DoEg2PEcceaPTAExJnhkiTmLJfL2fn5uRUKBbu4uNjLdA5DCSjBVQyr2Wg07ObmZm9TBO3ThQDzDgOqjBoll8vtuVYB6TCEGpSO7OA6A3Qqw4XLXdlc5Ihx1cB7Tj9gwwKAi+sUpCALlUrFJpOJJzvd7XbWbreduSHlwtHRkVUqFbu+vvbs/LCBLKBIrUCcGLIKuJpMJnZycuLsH2w6cgVLS7gAu3AvLy896W6tVrPT01MbDofW7/c93ol5wkKo2WzaycmJpWlq19fXntYAuez3++6exc3OETywqixq0F0Er3MmIOyZmXkMW6FQ8OS0sHOMwfn5ubsYl8ulpwx58+aNffjwwfuXseXMQbLzM2fwiMD66YYX2HxiIdH/MJLoaEBRVgywgqUIEPRa6hltl7og+Z+SNWeygBP/q+3Raw/Z36fKIfsa3xnv+VxMkfXc+L/+jgAyq3wxwOqpDjDLpgcVOPGjdKYa1Aiqnhpg3eUFK4XiUGpWgVB0iVE0BkPpaZ6pTIcqLFbArLBoWwxchr7HWPNO6mX2CASpm9LSTFAUirJxrIxZRQEkMHCMiYJANRaAItoM28DnGC/NmM2Kl0zWFPqL1AbKlhH0CoBUsMdvwKTW1cx86zbGSuMcFHRiuDGm9BlgKU1TTw2B4SIOB2U4nU49iBhQw+4idkDRVxTAs/YvY8pqGuADMOV9ME6ACQArsSCADVg4XIrIHm4hruv1entHJ6GYyVOFPHLmIuOCoTIzBx673c56vZ7vUuNduF2Ib/n48aPV63WbzWY2n88dsBHwC5NAezV3GfWD0SDRqNnjuYO6yi8UCp4TigzrzD1NrgmTymIDFgbGkXFMkmQvMa2CX2UcAGnKImvSXK7jGcwD3byB/HLA+enpqd3c3Hg7SM7JWGvogeajg90jrixNH9N1cL3ujgQkUH/ixfiOutRqNfvw4YO9ePHCbm9vPWcdMZi42jg4ezAYOEDmbM9KpWI3Nzfunm+323Z5eekuPPQIOyfNzPN4XV1d+TtpU6fTsXq9bpeXl3uxtehrsrUPh0MPnicWDuaPOEqdU+Vy2ZOyXlxcWKPRsI8fP3rfcQ0yS9wdC6kkSXxMSFiLyz3LqH+OXVNwFe9VrwolutCUtcJuqY6MNjGCks+J61JGKrJIka3KAlTx70PXPge4Yn3iZ3+vGKtYVAgOoV2NccpipSJjlfWMWDAwSjErK4ARxnhFKjZStBhEXSmr4oeBoJ06wXmWBmhrrA3vVdeRUsg8g3s1IBpDwQ4trsO9A6jTPqZvaDfvoC/UfYYbiu35GDBWXbgbCoWCu1M0DQKAVpOeqttSQSJGB0W1Xj+cQo8hoU6aUwgDRltarZbfE+lsjXdAnjhWhNV0mqaeMoCjRVCEq9XKXauAAcaI3U+wZroYYHx1JUr9m83mnrIleJn2shmB98P0MO4apMsCAhcsDAbjc3x8bK1Wy7fDk98KMI4ruFKp2Js3b9zw8r2yNbRdmTIC52u1mucKYjyS5DGeDdcN8492qXuYuQfrBZhnHlEvZZBxx1DXs7Mz7yuMnqZ8IH4GmWYBAkCCKVPXkc4hWCGUNAyVmXkMHm5R6seiBwMMkFIDT92IR8LtCWDThZm6Gs/Pzx1ImZm7rph/MC2cMMC9ACieTYoB3MXce39/bz/99JMlSWLD4dDldb1+yFPHWZ2kWkjT1I6Pj51BZcfozc2Ng2jir0hx0Gw27erqytkjdAH5tQikN3tI3cCiTTcLjMdjOz4+tslk4nFSzPv5fO4B9Kenp/bu3Tsbj8e+E5JNHN1u11arlf3lX/6ltVqtPXDYarXs8vLS9RUubQA9R1MpSMSVyKYRZO4QUMmyb+oR+JsWZcRUluNn/B0Zoxi2E8uh7yLQ+pxr9bpDgFLvyXpuZN/i38+VLxJYRXCkn5t9Gq+k3ymoiferIGQFten9GAxADMCDawAfkbmiaP0U+FB05ajAgHs1gJmCclcWDlCUxZQRl6OsSozfYaXN/coaKVOn26Z115O2WwEcxgIAgUHEoALciM+IKxSuU5cUO8l056LKBGCtXC7b6empH4DLKpxYIwyKghkOx4XhySooSAAZAIWVKH3R7/et1Wp5GgllvDiMWl15kcVgAsNgmj1mV8eI9Ho9N/QEUMOQcf3l5eXeKhxXHPFB7DSkf2GqSEux2+2s0+m4YWI1rYHsGL80fTyiSV0fGq/GDjSzB4B1dXXl753NZs5knJycWKFQ8LGCoSmXy/b999876Cau6+bmxtnEJEn2jK+yLIB06qhzCbYnl3vI0s8CggVDPp/fY3yQOXYTAqY1XQk712B9iaOB3WPXGIAbAETWd9qv7wSU6Q5Z5BZXFSCr2Wz6PCX9AO1C3gDRuCAB48RDAeZYhJF2glhIgsvZoafMLjFFzWbT5y6AlOuOjo72WFfaDPDXg9CRKc2if3p66ouxUqlkP/30k00mE8vlcnZ9fW3dbtf7CB3LtfRBq9WywWDggB9ZYZfhdru1k5MT138fPnyw6XRqrVbLzwckWXGSPKRxUVD6/v17a7VadnZ2ZtPp1PVXkiTWbrcdNDHOHz9+tOPjY1+sMF4KwKPHgEUmbcoCXs8xNbpgjt9lLfiYA8pcaZ30M/1REiK6G58DLpG5OtQWfR/1fI7F0t9PMX+fw8B9ccDq0MBHEEVHRdYqAqn4nIjas1gws0fDr4bJbP8MwIjcAUhZddHn67PMDiNwwAX3RCHnRxkV6ssqG3CljBTKBZcWjAXxXJpgU/sbRarKEYMag4Y1Pom+KBQeD53lXpSmHmGhySRzudzeLjJ18/FsdaMiD7wbpoXz8GAwACMAqchAcj/1ZFUNI0h/pGlqk8nE6X9WmYA3WE+YNACDmX3CaMAC0T8AE2QdhmC5XPouPzYkbDYbG41G1mq19sAaY6XxcgBQXCNHR0eWyz0cMKzH+JiZJ4TUbfoAFYJ+qSsGGADFe0ej0d7zmINkaSdpJIb7xx9/tJOTE3ftkd4BNgTwDjNJvA3zErYIBQgr1Ol0PmGEVe7NHlzQv/3tb63Varm8D4dDM3tMA6ELLt39R14i2kJsFoHdxPSRsoHcTTFpa7fbteFw6BtpWNgAjJEVwDn9yDZ/NSCENShrxZwGQAE0t9utxzrB7sLmMQ9hWRgPFji1Ws263a6nYCBcYDwee1Z5GNVGo+H9MZ1OncWdTqeeKw73MFntO52OM3O5XM6P/tntHnZz0p7JZOLtZJ4AylSf40m4ubnxv8nCzoKFRR33oBsJfCfdyOvXr31RwEKi2+06Q2dmezp1u31IMXF6errHhDLmZ2dnVq/XPwHLytgvl0vXPzrX1c7Eoqw/uu45t2K0YVmsjspTFsMEy6Z14zkaDhPZpsgmHbKTWZ9HMEdb1I4+VbIAln723DO+GGCVxVDxfwROWezUIYCUhb6zSpZbMQqqGl6zR6Hg3siWZb0j/s+9cTWHQQD0RJejTgoNRESxavwObcK1AIjgHpRcrBPgC9ADAGFlzs4i3VmH4scgcDwFrhl1OyL0bNPG9USh/7fbrbve2J2lY0DgMO9mVQ7gJI8X74WR4jsCnjEeulUatoVAf4JtOf4FdwNKHkOtq2Luh/IHiAK6UNwATwCLmTkbUSo9ZK2GAUO5w/gRF8N5aNyr44OCQbkul0vf4Ver1ezly5c2mUycaej1eg4sSH4Is0E8DRsdkuQhUzoG2eyBbSQ2hXQIt7e3HijPjj6AKeNNfZIksV//+tfuluMIG3VxY2g0JpFDiXX3KCAV5QjzSp1g8mazmd3d3XkwMUxSofCQ4BU3qLozAaNJ8pDXqNvt+u46wFG323V322AwsIuLCwdepJV48+aNz4dOp2Obzcb/xiVJvwHcYfrigoBrdrudDQYDD2xHP9BHpEYAiM7n8738T3rEE+6+o6Mj2263zuxpckuYU3JjzWYzWywWHkuHm5jNDMxhZBqXIQzRYDAwM/PcU2YPCwuyvbPpQccM2UbfHB0deVA7eoy4PRYU9FOaPp5CgWsOsHl0dOSxnTpny+XyXjA+518SKwcIJ3UIGwxGo5ENh0MHUYwNbCULQfQkuzwZYw2tQJ8pIIngJLrjPgdg6LWRqckCO4cA0KE6PXet/n6O0YpgSG2lkhFPvRe7q++K732OVTP7goCVWXZMFCuFp66hZDFUUbBih/FbB5zn6K4SGBd9dhwsfU7We2NR9BxpVlbGCIa6Dc32D+nkHgVkZuareQyMKj+uYUVGHahTqVRyYw1YgMbGUBPnAtgBiMDC6IoSMKNsHe0BfM3nc99dA9MG8KCeGLoYG0T/q9JRVxrgEyOMq5e+rlQqrhR4L/0O6CLegfdrDiUMIEoTlop3qws0TR/PrsPYkYkZwABAAoAyRijqSqViZ2dnPs69Xm9vN5zuGOU3MUCANA2GX6/XNplMrNvteqJUkm6yEsddoUHTsCa0bzgceruTJPGdXhhXXDnj8diZPepAviozs4uLC38fOcLMHhX3fD73YGIMEVnNtY4AUFhbgCixMXp0E8ZeZRNjjisTuWZuAUTUzctcffnypZVKpb24mlwu5+/GKKbpg1vs48ePliSJzzU2AZiZn53HYkZ3LpNyBBkHZDIPkiRx8IjrmrmJCyuffzig++PHjx7vREoEgBL9A0PEQg0AT5sAzoAu5IxFD0CNeQXQYy4BvKrVqr169crev39v2+3WA+N1PsHewPzAzqET+J4gfmSKBQYMGeNNmobXr19bp9Ox2WzmWdXRESzcAJ/D4dBzWrEQpW/YuaoxW8jxzc2NvXr1ak+fwwTT99Pp1BlSzvVEByFPutDQkkVS6OIK28Z9T3l/qLPOwadAVpbb7Tn3WQRUh66J74psGc+I19Km55ivrHbrs55izyhfDLDSQVUGKDJUh+7l++eATZbAREpUGSuAhLJRvAOBJNYnq7MVzGUNmH6eVTe25GfdH98ZQQvGFeWKEtQYKY3z0VWvmbnyI7BSYxQIsGWbs6ZRQPkRm4MyQmkou8TqGgPG6k3HRfPnqCsRsIby73a7rlQBexgZ+gFjpmySJj7V6+P5drgJ+F6BbLVa9ZQXADVAKTKgio9VLN+v12tnigC+rPCT5DEmCENcKDzk+yGQGLcKzMn9/b3n2FJXKSCVzzAG5NwBKHEOImwlTBSrftwkMBHqtsAlhZzV63WPJwKUUK92u23lctnq9bq9fPnSPnz4YEny6M47OzvzwGNAEHEvxGYRI6RuVgwzxwgpu0tqDlw5BGeTe03j/hhfXK5s9de0EoChi4sLD7A3ewjMxy2qKUoKhYK9fv3a8vn8HnNBH7IwQT/k83k7OTnZWzyREuL8/NxlCmYRvQFAh7HFNceuOeKmlsultdttOzo6sk6nYzc3Nw5MmFvII+5r3N7Ibi73EG82HA49wWg+n7fpdOq7JklQCmPL0S2aJBfXY7fbtdvbW89dxe5CXHukElmtVv5MUjIwP5l3uKePjo486J3YweVyad9++60NBoO9RQtyBPDCpc1c55knJyeWz+ft6urKd/Cxu5jjmtgBSNwW9aaPJpOJA8rj42P7zW9+Y81m0waDgR8+XavVfPFEX+niNS60n7IT6C7KIa/PoesVVEWgEcGWXqOfH/ru0Huj/XuqrU89J+v7SKocAm6xPk+VLxJYAQIOMT1Z7rYs5ifLvZdV1NWm1wFOmLhci/DAMGTdH0GKfqcGkpUSbWZlHmOWsihU3h1jczDiMCOAjGKx6FuI45Z0dZ1hgKk/AdsE1QIeqDMAFICpRkSzHOtuRVav1FuVLs/AKOvWcwyHjhuKHZcIK3V1McIK6UrN7DH3ljIV6laiD2An9XM99gR3jrojiecCjFBfjfMDiBJkT18BQgEj1IG+4Prb21vrdDp+XA+rcMYCUI2hxJiTeoGElABGYpUAMtzHAkPBI3EuMBXcB2uGy+Ty8tKKxaIzVPT7ZDJxoM0Knv5ZrVY+9hhK2swc5FqAKO0FNOouXsDadrv1oGSeTZB5q9VyWdZjgFgIwMDAbMSNH8QwYvQHg4Ezj+QWI28S91QqFTs/P/e4IgWkLFROT089QBp39Ww281gnjX+6vb216+vrvYWHsmMwc7vdbi+gHPmBiSUOEaZqMpk4CNU8ZEmSuKuXvtdd1OgXXKL5fN7DAgDqxKExT2ASb29v3QW62Wzs17/+9V6utSRJXEYILEfumfs6LrVazV68eGFpmjpIAVCzG5adzMgkrNl8Pnd5IRcW/fDNN984EOPMUICrbsrguC6Of5pOpzYYDHxxCbs5Ho/tl7/8pfX7fddH9XrdWq2W76BGdyhrBbjSQjvU24HO1QXHc+BGF5G6gI+AKgKtzwFkz4EUvf9QyQI/se5cd+jZWd6syHbFdx0qXwSwUhCVxVApaMkCF/ocij4vfsa9dLbGT+n1sAUIEIKMssYYE9OiDFR8nrJGkaJUQdc6MyEUfCnAUoNLH0LzU1BsABcUD+ADJc3fuKQIjqVuGLAkSfaAArERBLVyHcZPk+0pE8iYwqQoizYajfZYL/qb5xBnoO5BxoPVoe6Uop75fH5vVyAxT1pP6qZ1YvxVDtk9xLgpm7Hb7TxWR90gZuY76AA7rNwBMASUE+cxHo/3ApUZA8BLLpfzXFwa6MyqGHZLwTwgmlgU0h3QB4BvksTCRFF/ZAhjBsCD/RqPx2b2eOiy2QPA1nPyzMyOjo68bRhh3B0//fSTLxjIEWT2eJQN9aT/0zR1gMnfanAYW/p9t9t5cDNzs9/vO9OIbCEDxN7hbm21Ws7UKahgMcO95M5S1xzjTSJNYoZYJMCyINfX19e2WCw87xL5yTgQm92fuA3Z8g873W637fj42MfgN7/5jR+kDANSLBZ9ZyNpLur1um/yGA6He6BPWUoWBsg5GerTNPUkprqoAixoWgfmqNnjoc6j0cjrif4AmJJmYbvdOkiCaYJlYlMECUF/9rOfOfj6+PGjmdneGZDoNGKyWIzBSiKHsE+np6e22Wzs3bt3HrSvGzGS5HGHIHFs//Sf/lPXzexeZJ6RUoJNGc1m0+fnd999Z9fX13t5sADVuihXe4hcKxDKKkpkKPDJspWULACluvK5a7N+x78juHmqZDFMWWRE/D/ekwWotA3x70PliwBWZp+CCgZZV/cRbWYBrUgXHnq+Apyn2DFd+XEfCgTDqkxP7HTaoMBKDTTMhiJ/jT3gsxiPxcRVtkwnhYJBlCEBqrAq3AfYYDXGStXMfOWH8qMNGgBOkDx9xWdJkniQKcacHThmj7seqTOGkDMaNUBWj+egTcQP4QYEYPA9YwQ4UPaQFbf+TQwEoAoDpzskAVT0tbKZCn7oY8A346rjo6BP/3/58qXn1QFYE09DX7LChjlSucTVZmZ7GflVPghc1ngRDsfF7VgqlTwRJ24gdo8RvIuc0V5AUpqmzkQw9tpW+s7M3JAzl6rVqicPhbVQOQaEsqMtn8+7W4U2AAj0nQDHfD5vL1688P5F5gGrxAUBlEh2ihwiq7iIWIAh1wAc4sl6vZ7NZjPPck677u7urNFoeKyOzmPd8Urfs2jQ7OjoLbbmA/DVjf3ixQt7/fq1mZn91V/9lYMhjTGkvhpzAwtdLpft7OzMmUDi6GDZiIODoWEXJExTPP9S08bQ3yxWfvrpJ+9/5mKxWLTXr19bkiS+ozJNHxhONl0wPoCOcrlsx8fHnnF9tVrZhw8f/MBj2FSzRyDXbDbt/fv3DrTImr7dbj2DPLFT9D8/uNMXi4UvMHO5nLOy7EjllALSNBCkj+4gjxe6lbjO4XDox/sw72AiI6iKC8Es4KL6n6Kfqb2hqLdGSxZA4v+nANVTfz/32eeyXE9dnwWysogbcEKW9+lQ+SKAFQMawY0aXi3aQB3oCMKeA01Z7BjP1/8BBCg7PTIBI0d8irJgKFombgwuVLcfyh+jTX8woLoiRui1vTwPxoXJpbQlAC4CVoATygDjDYCi3pxBx9jAxuiKU7efa1CzCimKxsxcUeqWd3bD0B+s3PL5vN3c3DjY4HkE06oMoQBZXaqLD6BCvQnq1jHK5XKe4I+AXdqNwVPZ01USdL0CZIKpNbM7KRxKpZKf8wYjAfsFo6L5p3S7d6/X83rBQKCkt9ut53KKChWgoiwYQADDh/HAEOVyOXv37p27THAJ5vN5Nyrz+dza7bbd3997/AlsgM6XNE093gXg2ul0nMXBuOLmwoBvt1uPw1uv1w4qCbRnrJEFrsN9yvjCRsAi4fpjTBqNho8ZbjYWJ7jaCJg3e4xFAvhrW3EPATYY6/F47OCTwGwWTLCBl5eXbjxxufGuKPu0K5fLWbvdduaR/FwawgDLCmhG1pk3APS7uztPRss4VCoVD3jXcAjco7ByuitTN7RwbiBjizzqnKAOgDQALazocDi07777zt+33W4drPLZYDCw//gf/6NvMqlUKjYajRz4KNPDgdO0STdwvH371lqtluePYyclcsazyJl1cnLiGyu63a4NBgNbLpf26tWrvRQlnU7HA+KJNyNFDOwocnl1deUxXeQa40fBsNmjJ0FtgI7/IfJB/49A7VA5BFo+h52KRfVU/CzqsPisrHuz2pVVv0P3PcWY/b0AVmbZrrunyqFBOPT3IeCkAskAxuuJK2CXFs8ERGiCS7P9FYMCJN6hrjDd7cRvGBad/Pps7ovgSgUP14oWFD51UMZLJ57WTWNgUMhmjyDNzJyx0pUuBplgVIwwW+YxWDqBFYwCXIfDoeXzeT/hXl1hgDSNs0nTdC8/F3WlvVDuel4ehkqZO1IAACCbzaYDRVg3XBQKXDGmCkyIp0Bx4s6gvchRvV7fS0xIzidW1yhg+hlwigsL469ywt/EkkXlShAyrgrax66uWq1mw+HQdzfV63U7Ozuzcrls0+nUA+gB3QBL+i2Xe9jOjssYlklTgWCc1HVIHY+Pjz3lAykuMJAYcB1HlQnSEdB3GOw0TfdipBgv5hSMHaBrt3s4hw8wCBPEbklYTFyzmoyWvtztdp7RvVh8OHx4sVhYq9VyvXJycuIxjIxns9m0er3ueYtggUajkbud2+22B1/X63XL5/OevZt8UNTlH/7Df2g/+9nPfD58/PjR/vzP/9xZQVjM4+Nju7+/t8lk4ufVsTkC/UUGcsAlmwyU9WRDADnWyuWys1oAJXUXn5yc2GAw8D4hh1OpVPKdirh5ceMjf99884399NNPdn9/v7cZ4P7+3s7Ozhx0cwwRCy2uRz+ZmbtFAS7kSiuVSr6z8urqao/hWSwWvoGG80S32629evXKcrmc3dzc2IsXL+zi4sJTPBSLRbu+vnbXPwCUeV2tVu3ly5f28eNH3zlaKBRcP6rMK6OEPtYd4NRTw1Sy7K3aEV3YK0CLQCeCnKy/9fkKmPSd8boIfA6BnKfAj7ZTXZVZjNpTgEvr/Rxj9kUAqyxa0uxwpnQFP1mDqI3W+xRQRaFB2FCuOmEw1pHOxojGFQF1wCCq24miFLwGc+uKXoFRBGes8PguxpMoS5aF9FWwoZZZZQO4NF6KelJ3CkqWuBUYEAwZ7EetVnPXFaBMXVSkXAB4AIxQUtQjTR/zyigYgQ2AWdntdh7jhNHDCHa7XQc1aZq6Ow85QIky5mylj/mQABEAIG2/mXm8mgbN09/qNuY+lKWyE4wbRgK5ABwoW9DpdDw/E3EtAJosap/YEeKWyBkECwETS1oFjNGPP/7obYFtoR7EDgGsCNrmPewSRW7ZXYUMa3oD5gSy02q1fDceMoKMmT2m6NDdYiqLBM8r6wfwINaFeY3s4X7O5/MOEG9ubjyGB8ZFcyQlyWOcES4qMpyzA+/ly5fW6/WsUqnYxcWF3d3dWbvdtna77cckrVYre/nypQec9/t9T7jJmJL4FPZuuVza6empbzwgVoeA7M1m44wbBzgTJ9fv9/dAKeCIeC0CvZMkscvLS2coAaX1et1dXdQ56g92EwO+YCGR8fv7ezs+PnZwbva4CxS3H25INl4gKx8/frTxeGyTycTdk7BruJ1hV5FxdjPncg/xht99953N53M7Ozuzy8tLd5kzh1kcsQMV5oojf9BXpKBgMcGCKUkS+/777y1JEj/ihrlVLBa9LuyixRW8Xq99pyDpH3Rhjf5RRlZtHfZAQZGyWXyWpScOgZ5ob7NAlNqtzwUl+vyn2DB9Zizadu5RUKXPeQpY6f+/D/HzRQArLVluvuiai8g5lkMDnAXEMCAIqCJbrUsUOgRXWRJ1RSHoCtoUrKnAaUwPAIdn6O8IBPlBSUTAFCcLz+Iz6sDKj/7GJRRjt1A+sD2wPDBUalxxR8H0afoBgsZ1NxoxMgA0ZSFgQ7ge48hnuDVY0XMvSh0wRz1pX3R9wjRcXV15KoHdbufMkDITuKbMzI2WujBZLTKuXKPMHkYMA8mKVY+YAdwxLmaPGwl0lYqLBKaJnE4AT5Q/rJOykTGGbTAY+DWM8f39vd3c3Ph15GLCsHEMDbuvCPIlZQQGlLHXEwDiQon5zdzElcYPQIxUA7A7GpCPLPJu2EMWPGa2l4+NXV3IEAYTOW00Gtbtds3sIccWxl4XBzC6jUbDjo6O3BVHDI2Zefwg4COXy9l33323BzrTNLXr62vXCxh2WBE9zxK3UKPRsDdv3vhRRxcXF643YBXv7+/t17/+tbvpX7x44YsdgroB2+g8YpXev3/v8s38pi4A2Xa77UH49HmSJC7X6kJDxpBnYtoIyteTBQDvZ2dndnx87PMaYAzoubi4cIbwT//0T63f73tSTpg40k2wkFOdXywW/ToWDcTDfffddzaZTOzi4sLdgs1m025ubtwti3sXvXt9fe2Z1HO5nPV6PWu1Wvb27VvfzXt7e2uvX7/2+Qnohx3T+Ue6B/QQgJj6Mz+QX+xIBAjokbiIRscfcv2pvVL7Ea9X0KXlENg5BFbicz4HkD1XIrD6HHB16P6nyhcDrLICw35f9+Ch5z3VGTrYvE8FT6/Rv9UlyPswFBhLDF8EPQqUYp25Xo2o7sZRUKnvQpmxOlEwyvc6GfhO2RMmGc/S+ygK5pjA6mLBeOHyYes/2/s1Doz+u7+/t36/79mmUcRm5vFKHBHx4sUL+/Dhg8cOKTjTNkYXLS4uM/Psz9DoulqGwSAmi3rClCgYYjUP4FVWjf4bj8d7IAGjlCSJsxKAE4CNKjzGkWs0fgglTL3MHrNKI0+wNhzkCjjY7R52Lk4mE1fIvV7PdykiZ+TiARDTds6+A0x9+PDBdrudu0wBijA6yDNuUPqX+Uk/K4ACrCrQSZLEt6sDxmE/cA/h/lMWVhlFdYMzB+hX5A3XKWwo2b1rtZr98R//sfX7fXv37p2Do0ajYefn5zYcDq3T6XicHKwNCy/AbLvddtYNsAqbBNNI/Ymby+fzDrBYdHS7XTs+PvaEknd3dzYcDh0gFotF+w//4T94m2Dwzs7OPBau1+vZer12wKk503jGd999Z+v1w3mAg8HAZY4+A7Cyy1gD0AH2uHJzuZz9+OOP1mg07PT0dE+emT+dTsfB52azcTC52Twc4fPzn//cWSFl6qgzgJBwAuQjxifN53PXUaR5qFQqNplMfMwHg4GDT3QF7smzszMfx/V6bd98840n8UySxK6urvbitXa7nf2Tf/JP7OrqylNmAJRY5LL4QGaazeZeji4WDgTUs3jbbDaua2kLOoH5pTG4h2yhlugZiX8rSMoCSpH5iZ4XnYd6j9YnixE7xCw9Vw4xVk+BKUoEhk+VLwZY/T7MU9bfFAZJjRL/AyJ0IBVQ8X8MBqRoMDaKP4I/3DQIDdczIVWwKCh6fYbuWOF7jUnJaitUOytxjYMye4zfUvZMDTXPUIDH+7menUe0HeMIM4GBZ2WFYTIzTyiKwWATgJl5UDDKmD5kJ9JsNnO3nrriABv0nTIXMDs6LtpO2gqbRfAw/UbgvMaQjUYjv0fjQwCYGE5W28iXgi6MEi4mtuWr24RxRl6ickySZO+YE1WA9JmCCgwxOYnIN5UkyR5IJlAbwAYg4SxEzTuEkZ5Op27IceHoRgb6h6IJIUl+CDjBuDA+ZNLGkNG35GWjTzGa9Dfzl+B+cgI1m013pyHXCvI0IBvGcbfb2Q8//GBnZ2durEqlkv385z+33/zmNy4/9MP3339v33333V6+LFg+4v8AjBhCmNl+v+9sTafT8TQL9NU/+Af/wD58+OAgptPpuMwTh0W6AfrpT/7kT5z1WCwW9vr1a48BQ4Y/fPhg19fXdnd3Z+fn5z4OMDDstGOBgB4we2DwisWiu6bT9PFsRphNnoOcHx0duasScMEYIkvEjQGoKpWKff/997Zer+3bb7/1OCzcp+RVM3vcMVqr1TwmDh1cKBT80GWAH+lo2LQwnU5tPp97Vv/RaOSxZtVq1fr9vjWbTT96aTAY+MKi1WrZx48fPe/Vu3fvrFgs2tu3by2Xy9nFxYVNp1MbjUbOZv/Jn/yJLZdL30F6e3vrrG+SJJ7lH72iebJWq5XnNONczxiyQInhHLrI1sW+3qM28zk7nWXf4j1qH3Wxf4gdiqzbcyWLtIht+hw2Kqsvsv7PKl80sIoIGSUdGSCzfXfVoWdmxU/xO8ZKqcuMojuoeJc+j7qp0Gq9AU9x+zffARwwyBgH3R1J/RQ0UdcInBScqdtFVw9xFYCwZyF7DQIGLOmOQOqOcWVnEqwU7A5sAIaFVRgMEGPCcSj06Ww2812E9I+6YjhKgvqz8ygrMz5KE1AR3UO0F3am1WrZ8fGxH10DICSeQ1kQNT7qsqVd+j7Gh2cwbirfKkNRrhVYYJyI7drtdn5+H8aZ2BveVy6XfScesT2ANuTJ7BGgEGdmZq7YYRjpExYmxDThqkGWyZsEswbYxgBqokjyCZF+Q9k75AwAjSulXq/7/+1229sJO8eZbyR91K36GENAo85V2COVj16v54HSxCHBUMznc48ze//+vcf/NJtNnxv05/HxsbdPTzwwM0+lAACD2T06OrKjoyNnFJfLpf3qV7+y3W7nOw/JsUfcHf1/c3PjrtTdbuesDZsscJfB6uD6ZlcgOzORRVg9zQuHu48EqeTdApizCOSQdGK+iMHi3TAxmrD2l7/8peeVur29tZcvX9rV1ZW7dWF+yuWyDYdD63a7Hm92d3fnLN/l5aWP2cePH51x40xEWCPmOhnbNf6LLPgsREjyqYwb5wm+efPG3ZEvX760H3/80edmrVazH3/80QqFgseHcQbiycmJz4X1em2vXr3y+DxkiN/IkCbXRZ9ED0ssagMpyijHhV9krXjH54APnvu5rkS++9wSvV2H2Kqnnp/FZEW7mVW+CGAVwYkWBSV6faTlFHTF6+O71GBRlJWh4xBSDDcMCiAMtgRDiiHm+gjC1FCxkjUzVy5Q69pmfR734ioAyJg9brGNbBTX0y9af7NH8ED9mCjKtOlOFVZ4tF0zRgMgWNniXiAGhnvULcIOSFxV6i4kvoL+4zrGgd/KrMR8T7gDdXxRdsRUwXyQ9mC9fjg3L01Tz5bc7Xbt8vLS1uu1XV1dOaODi6zRaPg92uc6/oBQdT8Wi0VfoavyUjAblRryqRMd2dGUAhhb3D2AkHa77a4KxrNUejgSh9xO1AmDcXNzY81m0zqdjq1WKweUgCBcnsoq4dokFqZarXogL+yFme2loGAeKUMV+wTAQn/o8zD+uDOJDTs9PfWDhAFXGg8TU0LQx/n8Q4oP+lnnG8CADObHx8c2mUwsSRI7OjpyJmmxWHhuMtycyAoB+eian//8534UDmMwHo/t7OzMdcQvfvELZzQIzM7lHty2p6en7prabDYO+trttr1588bZMOYizA073dbrtbN7MQeXutM1lq/b7Vqr1fJxzOUe4ol0MaQ50VhMKVsOGIPZA5iu1+u95L3IBf2Sz+e9TYAQXO7MYzbE4B7s9/uWpqlv1uj1ejYej/cOho5gn7mDXJycnNh0OrXFYmGnp6f2/v17K5fLdnl56fNkNBrZL37xC/vxxx+d0d9sNvbmzRsP/icHF+chlstl63a7nooD/UFcYpo+7Ax+//69M2i8C9e86kDkHZ2gC26KEhVqExU06e8sbw7PjovyLLYqazEf//99AFRW0fo+BbD0/yzCRusUyZ2nyhcBrMw+BUZaohHREuOAFHEDePTarI6O9eD7yFphGGPRnRmwLrASGv+j9dP8L7oK1nrFWCwFcqz4IlvGdRgIVrl8jsFXN0isG6AktjUyZwpieTZbro+Pj/e2+OdyOd+uTfAnSpB4JxIhArgweLjNcHslSeJKB4MQJzX1wTiZmbsIzczZQcaaPGSAyKOjI0+0maapnwO32+18ZxQTjnfApDC+6uKNfV8qldwdBNBjfHXsdSziWKu7kcSYuPSQQQCumfkOKOoFmzcej63X61m9XrfRaLS300tjb2AIiDUhnYEykCr/0cVmZr5lHlnSjRoEMevYAT7ZbYZxh+E0M8+xhJwQnwKjBlADNMKUkaOJMSB79nr9eDwT44ShVkabeDHAP8wSC4STkxN3iW23DznF+v2+p0pgx+z5+bkfQl6tVj2OiQB2dpQdHx87G8emBPoUuUHukB/6uVar2WAw8N1nZA3H2I9GIwcq+XzeXr16Zd9//7278+l32CyY4aOjI9dljDfzSEMqYKoBR8r60HcAPeQNvcmGEVi0fD7vdSXgnmB9Nk4A5ji8mneOx2PPsQVIILM9izpkm3oBgmFllZGs1+s2HA49aH+329nr16/tz/7sz/xkgT/8wz+0X/3qV+6CPDs7s5cvX9r3339vg8HA3r5964dumz0eFI3sswhkfsEq8j70Hq5eQDXzjo0Bqov1GnQ43zOXKVmhM3pd9IQw3vHZ8bssAJV1rf7Ecuj+SMRkXZNV36xrsxi0vxeMlZanmCb9WzslruT5O8svrIKhn2s2bbNPkbQaOQWBKBtlGABT6tpBGVNfjLmyRyinKLwoKK2f7goDOPFsDTqNgBUlmNWWp/o+C6gWCg+Hho7HY49P4mgbAJBOfAJvWXlxBiErdzOz9+/f++oOw5MkiccusVWarc1mj8G2rHgxjihx+pDYHlgyGAfkSWUK44GBZ/VfKBQ8AJYVLXmwzB4PzdZcVRgA3b7OZxq0SlAqTKbKioJh2BKAHHEeurMHBoc2TSYTTzbKCpZnkApA47yiosUtQSwa/YjCZizm87l1u107Ojpy5a0sHu6RJEl8VU6ySWWMMfiwKPSj5lVjbDUmERaNvqJe1IF8XbChBEbncjkfL01MyiIG8Mw4ArhVltSVf3Z25v1Gu3GLkUVcdxZvtw/H+bARBICPmxW3KixOkjzEPcHSlUold992u10HAXd3d9btdvfSobCtH+bv9vbW5wvy98tf/tI2m43H4/E5MozuAKDgRsX1CbinT8/Pz20+n1u/3/c+Qzcwppq6BFnlfRyivF6v9w6Ex82MLDAfiE/iuJj1eu0LN3bz0TcceaObZtBLAPNisfiJq/Du7s5ev35t19fX7t7N5XKehoMdheVy2V6/fu0bdEgY+rOf/cznRavVctcpABAmETe9utt1YUFsVbvddubq5ubGkiTx+EXmDzoYsMqCLur+LNefziPVT3ye5V77HPdbLE+BqazPDwGu6LJTMuApz1ZkrT4HAMbyRQGrQ+5ASkTOGHplKRSocB3/o7yfczuafRq8pysvVi96ra6SqZPGhDBYKMwIAtW9E9k5dSHxbgVESs3qM7S/UJoYYJ1QCkyzACl9iOuMCU3/93q9T6hW3o/BMjN3m3ANBky3FLO6IlYD0IhhiIYfNwighPoCYGAUWBHHOiqzg4uVFaLGnqxWK+t0OpYkiSckxPgC/Eg9AaOl7tkkSZzpaTQa3k7aoqv5yJRyP0Awn897ICsKk9U3wFXfjSIlgSRycHJy4itz3KwYUQAY7+BzdQUokCUehwSLADuuw/3Db2JQeDYyxfzRjRoYARJe6rtns5nHCnHEDOMLY5wkiY1GI2cB+AwAT2weoB0GGUZVmVHAVi6X8+Nottuty5juLkvT1O+jLzBuMLDVatWPzMEo/uY3v3HAD1MECGG3JRsR9CxC4hthT5WtYeNBLpfzXXJsxGAcOCu01Wp5jFS323VQrv2nCwzYuDRNPagacEXcHoyqxhZqfi4zs9PTUxsOh64rYGw0ZyDsIYHraZp6Og5crQATUjyQmBT5xVWcpqkNh0OfM2zIaLVa1uv1/AzGNH3Isn9ycmKtVst3LO52O/v+++99XuMOHw6Hvvi7u7uzf/fv/p39o3/0j5zFZ9zG47Hv7Pv222+dgdRkuzBtAEf0FXoeFp1TDIi/G4/H7splZyJjzXMJiOfZWnTRzbsiADsELiJ4iSAoCxRFF2IEahEIxc+eAj7R3j5VFFRFZiuL6TpUvhhgpS64LJSqK3Kz/VgpBSgKBqLryuxwCoXYkQrIuAYjxQpUv9fgd+5V46pt0tV1lkAgxFoPQKEyQOrO05Uv9VA3n74zAgw+j31G4Z0ob+1H+jb67dVticFH2VBXDN/9/b399NNPbqS4nxU9/+fzeT/UFGWKYTczd8GgNPWcPIwRMWEav0UcGCtwngc4mE6nbhBjHxH8jKsIJR1Xg/QRAI7VMdu7dTwVxNB+3CuAS4x7vV73TNS4ORT4M06seEmpoMCXOBbdPUX/827NoE9KCBgF/VuTrwIyMXYYyFzu8cgj8icpu8YYIOcwNcTLqEwjj8TL8E4zcxAPO4KrBSYGQI7rjzYvl0s7OjpymTEzH6M0fXS5YOgJkMdtBohWvUXmdgLyq9XqXkZzmFFczrBi5FoCkCC/jONkMrFarWatVsuz45O9nfmBq5Z+0gB6+hZ3JXPizZs31u127erqyg04IJvFBOO63W6t0+nY+fm53d/f77EttVrNbm5ubD6f22w2s3q9bo1Gw66urny+MPY//PCDL9yYK8SaIQcwUYxTtVr1TSV6JBAsMjqBODncqCyCX79+bXd3dx5zyDt4zqtXr3zcyXXGYhFWls9hnrbbh93D/X7fzwJcrVY2nU7t7du3Drivr6/t/PzcKpWK3d7e2ps3b+zq6sqm06nPH+aa6kL052azcV1GnOs//sf/2P7iL/7CzMxOTk7s+PjYF52MWS6Xc5dwjMPNAg1qz6JHRRfiWuLCns/076z/I5j6XMYrgqbnwM9zICnikM8BZVq+GGBldtgv+lyjFBgd8g3rc1iNm30KuLIEJT5X2R+z/QHHyGgdYET4XN/P/yhgjCdFXR+ACwVYKvQ8g+txNyi44wcAiLJU1oZ3aeqEJEncuCpLxi6fLNej9u1yufTVu8Z8UTdSL+iKQYEnz9JcU5qagXEB4OBuwGgDgEjXAEDBnQqoAADlcrm9vDsoaZQLKRJwM3BMhmbyZhw1YF9Zqf+Wuj+LkTTN0jOx97fFd3O33czX8AiPLZeqysyuymKzm0tzVwMEb6SZgYABRxiAN9KFIF1ooBvpQhejGwkDSBiBAC9IQQA1mBYxA5EDUFCTILtbXexasjKrIjMjY/PdbXc3893N7deF5XP82JfmEVESIUX/QCDczX/7l2855/3e857zod8ZDAYGAMcZN9qCd+J5qA0GcAQsSBqph8U4BZDS1+jXaDMcnaf3oygyIEeI0o9lSjQMBgNVq1VrW/RR/I8TZtzx7DhKxh5jltU1LBWhOBY11HBCrzUYDHR8fGw1h3hHtEg+ZOWBpSQLJTF+o+imoCsHzh9hcDKZNDDinb63D3F8k9WG6B+HTt+QbTcxMaFqtaqLiwuryE6Ijnvz7JQEQI9E2ywuLqrdbuvs7MyYC54NID83N6dms2kicb8o6XQ6koZhY0pNwMJNTEzo+9//vg4ODiQN2aVms2kLqKWlJXP0hHsBd2gvM5mMgUhKQsDAkbHow5y0i7fDhAuxR7DE2BOyTQHuhBQJLQMQycRDW7W+vq52u61CoWDJBfPz8yMZlwBa3vn09FTLy8taXFy0op6E/gCJCwsL1qf1et2AMKzV/Py8CoWCtre3tbW1ZYsYyj+w8GTeMU+YK/iRlZUVHR4eWqgVcE6tLAAwTGK/37cNnrFX3rb7RYFnlcbJaOibcQxSCJa8Xbntb68DRW/6e/hMYdTlTdcIyZXQz/vfX3e8M8BqHIPEEb7Mbeey4vBajdsOrhmCqHHo29+TDvLCT99RPtTonStO2etSQmDmDb1/TkCAF0dzMGFYiYQTg/v4iTPunlzLt61nzSTZyhHN1/X1tYW9MMIYLg/qpBuA6NuDwpUwQl7s7NsGR414Fcoew00/YjBgoKQho4Rg2xsEH8IjpOGFz9KNjoHMQXQkZBkBAMiO8poSLwylTwA1gAxYO0IYvj9pI0/7Y0wBf4RWAAGs8HE8vl88EOJcnBehQz+XYBMx7DwvGg3GKXoiv/IF4B0dHY2Axmw2a/dGI0dxRzITSeenP2AsOJgDhDukYVbU7Oys1RJi7lF2Ah0bAMVvT8J88oUWo+gmIcGv9geDgW20DNNHCBUA4ucQQJL+ACTRX77wJ21HMU0qbxcKBZuLFGtlXAPGWKik02kVCgXTwkVRZIwc7zI7O6v19XXTLTE+2YeT5724uFCtVtP8/LwxkfPz85qZmTEH3m63NTs7aywce/2lUinV63VrK9i3TqdjbUXWHe+MaB8wwdhhzMOuwA4SYux2u6Zjoz97vZ6NATaXho0jgQH2FOYml8tZluXW1pbNG+QPJA1wztLSkoVhsWM7OzvKZDJ68OCBDg8PdX5+rmKxaGw3x69+9SstLy+P6BLZk5OxiRg+nU7r2bNnmpubszptzK9cLmd2j0XN8fGxbUxeq9VUrVbNpmDnYPO63a5pQ73+1Ud1vP33oUEvM/D/exsf/vy6//n5dawUR4gPbjs8EPIL/fBe40CX94MhIPz3AqyiKFqV9E8kVSTFkv5hHMf/RRRFeUn/V0nrkl5J+g/iOO5Ew7v+F5J+X9KppP8kjuOfv+EeIy/J4cW6IUjy54VhqNvOCxH129J7NLbPchkHArwOCweIcyTVG2DlRbmSRgalz+Tz4SSf6eHFvp5lwAjxXVb4Pnziw4l837cl58TxTUip3+8bM4GT6fV6pnXheTy754Gl150NBgOrJIxzRI/gWRvakfcAiHh9EqnlaHCkG4EytLx0A1LoC8+KSVImkzFHsL+/b2OKPbtoC/rah8ZwWv4+Ptzqf+Y9eAbCi5QhoL0JV3hQzPc9c0h7wNLB5tAmcRxbAUSYUtgpr33yFD+fc32/8bNnShmn9DfMI0CIcQ644vnQvqAJCZkx5oVvb8YDInoAD6FID/i4DmwcYxHmpFwuGxDwz+4XBAAc5ojXufj5RWZnHMcjWjHmMaUBoigy7RKslS/zwfUIIVKIlXbnfWkTEj9oR8A944etXAAqExMTJmpnHjBPsDG0Zbfb1fHxsYm2S6WSAV2ehXpaS0tLJgiv1Wpqt9umUUQHhraOjZ1hFglNJ5NJlUolY4PQL9KWvkAsIH9ubk7z8/OWwUqpA79X4fT0tAE4ADAhdeZAMplUu93W4uKiLTZyuZxp5Lz2rd/va319Xc+ePdPa2pqiaFgYlLmCjuzFixe2AGu1Wlb4VpLW1taUTg834a5UKtbXjClCv96+LS8vq1qtGitGvzUaDQPXR0dHqlarVhYDrRhzgoUM45uMxtnZWe3u7loWNOeHvo2fPWPvpSZ8Po4lCtmocb43BFXh936T4218u3/Gt2XBQiLkdcfbMFZ9Sf/zOI5/HkVRRtLPoij6f0j6TyT9P+M4/s+jKPrPJP1nkv4Xkv57kh58++/Hkv7Lb/+/9RgHqjjGMUivazQPwm5Dlx6Q3MaEcWB0PEjCkEk3JQjGUYf+uhgKr30hBMM5OBX/HZC2BwGAPP8+TEREnACZENz49wyZLR+SxBnwmWficKBoAViRA4zCPbhgW3y2JMYOrQgrWwynB4s4E97NGyIfouEzVqMAOAw8zoPnwQFgIBDXdzodXV1d2WoTwThtCQtGu0ffhi78mPHv71knfiYEgvNCY5PNZo3JgBWhHpLX0tGeGDT6wYOqKIpME+XHPQ4aNsCL0WHPPOPGQRuE2VM8P4JhQFwIav1WKKVSydgYxoXfrJoyBYVCwfRVOFhChGi12O4IIOM1ObQ12WGs8mkHQr4AI783Yy6Xs3R6D+6lmz3/mIuAPRjY2dlZZTIZ6w/2ByyXyyqVShbm8/McNo6+Z3Fzfn5u7BuAWJIV6uR9YNIorAugBoRxDm2DJoh6TNgCwC8hR+wfaf6ENwlXptNpNZvNkYKWLHLS6bSxT4SasU0kiDAOCN/BIjFHeC7sA6w1tpgEBEnGstVqNZu/sDypVEqLi4vq9/tWvZ5/n3/+uYFpQre5XM52KoAhfPbsmdLptLa2tnR2dmbgiHFbLBZNK/rs2TN99NFHlmiyvLysRCKh7e1tnZ2dWciSxcXZ2ZkWFxctEgDorVarBk6Pj4+1sbGhr7/+2sZOFA3rn21vb+ubb76xMhNoUufm5oyJpygtIUIO2jWVSlk/+wWhDwF6gsH/7M9hTIfAxfuE24CK/47/27jzXwfAQmDnrzHueBvG7G3B3huBVRzH+5L2v/25F0XRl5KWJf09SX/129P+saR/rSGw+nuS/kk8vPOfRlGUjaJo8dvrjD08y+EPDwo8YHodEHtd+O919w87n9W1T8f3z4BjIQvIAwa/qmdie0obB4WDCAcwRp5zcVJ+MGOIyfK4uroaSVH3WhAP+Lz+hOf17eCZC+88vR6K1T7vgWFBh0Q7hqDRg0ccOEbUsw08I/cjLAPo8qACobKkkcxCgCuOhzpZgC9fn+n6+tqyajDuMB7UokEPAjsnaQTMsYpD2xSC4bB/eX6ACdcjtOEdEP3EtQjteScoyVLvGauM3ZOTE1tVA+avr68tq44+8mykn0e8L/+T1SjJNoK9vr42p0rIzI+FKIpG6oYBgLguTgRmK46HGjBf84pxCLCGLcLpADT8vAKwwwjyPIBvrwNjzLMHI8wFxRkBjbQ7rEEymbQtUPx8npyc1Jdffqnr62t99NFHSiQSFqrb29szhwnTBANG36ARAiCzUBgMBuZ4CaHCgDPPPLuG84OhYPcCX6C40WhYdXv2k0yn07YhMu9zenqqo6MjnZ+fa21tbQTk+POZDzA/tF8ikbBwZq/Xs9AhYnTmabVaNXvEfCf8D+OSy+VGQqnLy8tWTb1UKpkNgRXPZDJ68eKF5ufnVS6X9erVK9OmXVxcqFAo6ODgQNlsVoPBQK1WS9lsVo8ePbKF8eTkpHZ3d/XgwQP96le/UrPZ1NnZmZ48eaKPPvpIX3zxhT7++GPdu3dPL1++tAruCNVZvJDMsLy8bGOpWCxalivjFW0XICmfz6tUKunFixc25+M41s9+9jO1220Tsx8fH+vOnTuSZCCeLEcYv2QyaWAL20bGJUDb+1/vJ5gr4yIft4GP0MfeBnJuY5DeBmSN+zk8339n3DP6794GoN7EiP1GGqsoitYlfSzpJ5IqDiwdaBgqlIaga9t9befbz0aAVRRF/0DSP5Bu9Deve1hv6D0KHfc5jiF0EnwmvRl5hllVwbN/53eP0v1z8V6s2PiZ1TXsQhjX9oOaw4trYTNwpAAPL9L1DFMI7nDqIf3qw4b9fn8EOGDwCWvyPoCxULfixaghyAAQLCwsjMT3OddrsghX8azoWfwefryDZ+Vw7DMzM2acMCCpVMqKNCLg5BkxLOfn5yOZPThhQCz9hMH378/1aNdxYwbg7sX2sFE4I0JUfAeGxYeScEoehOKsMNr0Ec6XZ8T5ECLx494DFABvyLwR8mB8sBKnvIPPsmTVTIgWPRzPRWYWDh/gRzjNi3qlITgOWSGSByqVii4vh/v2MW4B0+wfR9gIpmIwGFhtOWpAAfZ85iUAlndlSxbPdh0eHurg4MCem4UQ7UVIKJFI6Pj42BYYtBkgbX5+3rZtYezD1vn5RZYsbcm8jaLIskWnpqasxtPU1JSF0iYmJqwyPCU5AEcApk6nY5X5mXdeI0fmHWyWF2HzrAinU6mUlpeX1Ww2dXp6qkqlYu3N+N3Z2bH5CBuFrUOzR9+xwOt0OorjYUiOBZcXwx8eHtouAHEc6+7du2q326abevXqlaSbfU8TiYQajYYePXpkOs2JiQkVi0UdHx8rm82ani2fz2t3d1crKytqNBpaWVnR8vKygb+lpSVdXFzoiy++sG2+8vm89vb2dHp6ahmr6MiSyaSazaZtkF2v103TRtLL0dGR7QpBUg9Ar1Qqqd/vq1arWaJCuVzW/Py8AU1puEiCuWo2m6aZ9fpYr1vEroUgxtt27J2PmmCfQ7/rF9zer4c/c4Tn+SO0teMAkmfCws/8uW/LTN12vDWwiqJoTtIfSPqfxnHcDR46jqLoN3qCOI7/oaR/KEkzMzO3ftc7lXGN6kEU52Hcws7z5/rrYHj9d0IWi8/C67Iy45ohYOE8/uFA+ZyVkGej/EAMhe587lks3o0DwObf3T8DoUIPvnDyfhsR74BxyGGf8D/MQciO+UkH8JM0AnAI0cEwYAz5O6tvHCKOVLopQ+D1SHzuSx7A5AG+AHE4Di86ph9p41arZXVzaCNW/Z5J5P0Zl6F2LRyjGG9AIn/HaXvW04dDfdkA2oaxBLj3YSbP/Ia6IW9AcYCEFNkOh/byQMxrcmCeGEMhC8R9EomEARHGEzWMvB4QkS3Ognf0ZSj4O3WbGPMUp/XvAutDWny73TbHzLgFDFBqAeBzfX1t32Nu+Y3FccxkWMKcEZ6dnZ3VysqKhQ3Z35CQC+Ff2hpdjQ/ro6vLZDKmUYqiyMLGLD5gpKSbLVAuLy8ttAzrRdgSnRSsJmHWfr9vtenQcS0uLqrX69nncRyrWq0aiK3Vakqn01pdXdX09LTW1taUTCb17NkzY0/q9bqNLTYwbrfbOjo6Mg1Yr9ez+SrJQBVzAyE84BNQl8lkRvYmpNYU7DobPbPAarfbI76i2WwaIAVYMo729vY0OztrLE4+n9cvfvELs0NU74cxYkugbDarmZkZZTIZq6JfKBSUyWQkyRZI2WzW7n1ycqKDgwP1+8OCxABrFsT0fSKRMCaWDZ0BTIuLi5YAUKvVlEgkVCqVdHFxobOzM8vIvL6+Vrvd1vT0tKamptRut0e2+fLZhz66EYIe2tBrrrCB2AtPOowDOf5zjnGs1LgjxATjSBrvy/y9x/3svxNe422eR3pLYBVFUVpDUPV/ieP4//btx7Xo2xBfFEWLkurffr4radV9feXbz36jY1xj+f/9ef6ccQDEMxkYLH/4eLA0OkDGMVZ8jhFk5cl9vBaG5/XMWchm8Axez+XBi9dC+fN9tfgwfOZpWs/k+efiOz7s5+Pl/O6dL9/zmXTongjDeA2Vn1SwEawIyXT06cQADrK0COd5YbCvOxS2J8ydn0SIYQnlJJNJ05/wroA6nhcwE2Y5hgDMM2bSjSbPh7nCsQyYoo94T/8cnEefeaaIw4vEx4Fx2t/PBZ6fxQQAg2cHGPF+HiTAIsIEYnj9eJmdnbV2JPTmNW8wa4QiCEkB9GdmZoxdQrvE3wF4sBi0LYxjpVKxfkIzkslkrD8IBTOOfFvS9pKsNEgqNdxZgPAmfcTYJ3MLoXShUBhxIGRM+rFMn9GegGMWFLQxz08yAACDeZDP50fmvxdlMx/4zDNjFxcXxp7AVGLDyPqjj5mHbD/FmEkkbjZ3hlkBwJ2cnGhubs6YHO4FS0RZkl6vZyAhk8lYnzNOAC39ft9KHnDNdDptwnzY1MPDQ+uzfD6vOB4W/2w2myY0p/RBp9OxcgdRFFmpiP39fZsnsMiMZaqpX18Pa4etr6/r4OBAjUZD7XbbEnuy2azK5bJqtZqF9iklMzMzYxqqOL6p28U9vE7S6xNhKRGyA6jIsKR8Qy6XG2GH6ZP9/X3t7+9rcXFR+/v7GgwGKpfLtlChPAfPwnjjObEvt0Vv/IIbe+VtPj+HPi9kj/gXhhTHsVfjwE0IpsLjNiD1OnAX3vdt7iO9XVZgJOkfSfoyjuP/nfvTfyvp70v6z7/9/79xn/9Poij6pxqK1o/i1+irwpegI0KUexvQ4m/+Z/8dD2Z8XDgMIYZo22tVwsM7LIw4WV78PQQyGEQP7HwIzTsraXTTz1Ag6N/Rs2V8368ieAacY9hmXgAditlD3cY4atUDSvrNr2BC1sYbClb5vDvGBWeFI+O+iG3JgvOABoOcSqUskw+tjy/c6QFGIpEwA+RXY4CCKLrRqsAyoPEZDAbGoNGfvqo0n40D8bwzINKHO73InzbnuoRyeG6ux3P5EOQ4Y8R84Ho+NB3HN+UXfNiaOYGAn8OzUDCRjDEcHt8nPMc9k8nkyIa9vhwC78l4pI995XLGBiAZh390dGR/98VcPShAl+Tnkq/yzXYlklQsFs1RA34AhtfXw5IIxWJRFxcXmpmZsevQD6VSydgI7oMObXJyUq1WS81m0xgxKoTT/uyHRzvg6AGrfiGGTtCHdghlAsjz+byBJ+qeUVoglUoZk4KDJbzo5zxbVvksTObyxMSEVfhmgbCzs2ObDQPc43ion2O7GMY0gv/BYGC1y9LptGm8fIkGNEpUkPebs8OeUYbg+PhYs7OzqlQqNua4fyqVshILyWRS5XJZU1NTVvB0b2/P9kycnp62DEna6eHDh+p2uzo7O7Pq6YeHh1peXtb19bWazaZ++MMf6smTJ3r48KEmJia0ublpYc/T01OtrKzY4vH4+Fibm5vmB9rt9kjpjJcvX6pUKmlmZsb6YjAYGKsGY1ooFLS5uWlh516vpx/84AfGpl1fX2t+fl7T09N6+fKlafWYs8zfcSAC++KTXMadhx8K2Xt/Df9d7BA/+3PD777p8GApjNiE59x2vduIndd9h+NtGKvfkfQfS/oiiqLPvv3sf6khoPqvoij6TyVtSvoPvv3bv9Cw1MIzDcst/I/e4h4jHeONsnR7tXTpu2xTyFp55+tR9zjAFA4A/zudHjIUcRyPVJf2wMhrINAlSTd7poUgkmt4B813/LN7IBiCRECKZy14bi+89vosvzoEJKEt4bs+7OMZNb9CHrd64Xl8ijqO4erqZvsXgKkvG5BIJEaKIwLefAgUPYzvc8APdHlYe+j6+trYC9ovZPVoD+4LjU5/YvS9MDwcm77//HjyBuX8/Nx0L7S3Z8U8uPbg1bOx3hhxng/5hff3xo7+HgwGtvlrqVQacW6SDDgxNvkOz0v/h6User3eiCCfPqCN2X8OwODHpmcZ/XP7fqN/6S8YlCi62VIHoIFjp30Ij+FQYJEYU/V63UJKftGDJofyAD7DD/YKcNjr9YyN4l7n58MNoXlmH/7E4Xp9E21H2IvwONeCSZmfn1ccx5YBx9Htdo1Ng3HhPuh54vgmfNztdg3swaaQlcj49foigLMX+QNkc7mcpqam1Gw2NT09rXq9rnw+bwzPxcWFaRbPz8+Vz+eVzWZ1fHxsG3wTtkdfxGKW8UL/06+9Xs/CaGdnZxaubTQaGgyGmyTfv39fr169MhYUkMomyRMTE+p2u1pbW9P09LR++ctfjmTYMj/n5+dNm3R4eKhMJmOAm3btdrv67d/+bbXbbe3v74+EPFOplGq1mm2hs7a2ZtmCVK5/8eKFisWiFhcX9dVXX2lra0tzc3NaW1uz8edlCltbW7q+vtbW1paq1ap2d3c1MzOjo6Mjzc3NWaRA0kil91KpZPW3/KImPEL7hl8Kbc44xj0kSDjeBizd9hxvYq/G3ff/m2f49wKs4jj+I0m3cV9/fcz5saT/8ds84JuOkAGSbq+mHv4cvnxIZY5jrUKGig7xIGXctdHEhJvses1NSIN6ujsMLQE+fJiP+/swmx+w/tre6fE7/zDmHjSGQBSA6IGGL9LINU5OTiys58N+vB/iZOr0cB/CO6z8MW6+nQgL+cxBjLDXX1xcXKjX65kQ3YegaEuexU98nokQiw9DeHByfX1Tq8qzRDgFQAjFRel3zxj68cR7XV1dmVCa83HgsEg4C9/PpEIDLnyf0t6Ef/y4BsT7cCaAEsYLgIGoG2cbsrcAENgn7gMTBGvERrW8mwdghKI88xrHN6Eiz/7Qduig/Hdgd7xInnYYDAamO7q+vjaBOcVhySZMJBJWN4o295q3Xq+no6MjXV8PExsqlYqxOuh72FAaYOEZZOxAp9MxVojijZR/YFzzfmgQ0Q568Fcul22MkILPuYx1tgq6uLiwUJhn3BiLjNHLy0vbYJgK4sViUZIMiGGvmGOMUcpolEolA5HMr263a+UqSDSgGv5gMLBilq1WS8ViUa1WS3fu3LF5R5HUq6srdbtdra+vq9/vq9PpWPu3Wi1jughpojmDFSf7tVQq2ZhGN7Wzs2Nh2jgeFkudn59XMpnU9va2Njc3bQGFjdzd3dW9e/csMQDNXCKRMBaTyvDn5+fa29tTvV5Xr9cz0FWpVHR0dGRMNLovxgGhw6OjIx0fH2ttbU25XM6SIsrlsuI4VqPR0L179wws5XI5bW1taWFhQZlMRhsbG+p2u9rZ2VE6nbaFaL/ft8VHq9VSOp02EX4YwfEkgD9CVus24ORtYHieZ4FuY5T8ueG1/PVCYiV81t8UwIWkzbh3Hne8M5XX/UEn8lLjXsSjZOm7GX84Ah+W4qCBvJbEHyEL4I9x8WbPkECpv+6+fAdQETI9nnHwYUffJl7vEIKw8Jn9s/AdDKR/J9oifHecFM8WMgsXFxfa29tTJpNRNps1R+q1BTgFQBXApN/v24p7dnbWJv7+/r6l9ePwJI0wDN1ud6SYoH8/ykJA4bMVBingvV7Pwg88G4AK5ogwlx8jGDPay4drvOaF0C/On77hdw+qfSiSvsHIe4bRZ5HST4BNaRRo8Bl6Lj8W6D/CrtyLdkNU7w2r11J5RgmQxqIC/ZMky/iEefE6Jg7mOjV0/OIFLR33HhdS8HXNuDcMxszMjNVwoq994oO3HcxDv8L25T3oT2qd8XOz2TRWiRCVJEuTZ0++RCJhomHppjQGABlw48cNNag4n2w+wCLZZWSqHh0dWT/yOeObd/Bs+MTEcO9OCk4i8vagOZVKqVQqqdlsWq2qbrdrwI/K7Aj4M5mM2T9sUT6f1/T0tBYWFux+JycnKpfLxqRMTEzo7t27Nt/u3LmjO3fumL24uLjQy5cvVS6XNT09refPn6vX62lxcVHHx8fK5/OanZ1Vo9FQNpu1xVYURSPsFzomEhpg3qj7hb09OTlRq9VSHMcGXBmDGxsbNjafP39ucol79+7ZhvKwnoDfVquliYkJ1et1aysWZbCZs7OzWl1d1TfffGN128h0vLq60vb2tonLC4WCvvzyS2WzWdt+J5UaVrynrhdzq1qtanNzU8ViUTs7O1ZcdXd3V0tLS5qcnFS73dbBwYHtaoGP8VnCb2KwbtNhjfs8BEt+AfU6oBUeno16E0t12xF+3983BI1vAlQc7wywChvfszgh8zSOicKp+u+G54aoN2SE/Gfh4UMvfqXN79DlOBmElBg1Dv+cXlPj35fn4L1YRWP0fUgRA8a7jvvZAw+voQnfw4MrfmYyebDK8/kVbxTd7BpP/B/25OrqyjZzjeNh+QM2r6X/SMUGdJABhWOempqyPctgJCSZ40S7Qbjq+vraRK8emHkwRZvQPlzX6wZgmAAoZCT1ej27ps92vI1CJ0WalT91nGCQPGggBBlFkYEG/u7LdITPi3HwIAGjTzYV7+XDW4StGTeeOQv1ff4ZMeCAJj4HvLDpLvdl/DAmeQ7CExRL9OORfobZIXRMu2Psjo6OjAEklCPJ5iQMK6Ezn4WKA6VCtmc6CW8xBgmNwYItLS2ZDsazoYx7xNKM8Xw+b2EgdEmIjnHyhGIAazCmbFcCY0mWWKFQsDR7FmRnZ2cWqmQLFMKS1Ey6urpStVrV1taWFd8cDIbCZrIX6VtfygHQ1+/31Ww2rS4UFdjJHJRk5QIAbJQpAGQAwphj2AG2rJFkpTFWVlZMp5ZMJi00yL3Rj6XTaa2tralWq1l/s1ianJzUysqK1tbW9PTpUx0fH6tSqVh4DXasVCrp3/ybf6Pf+q3f0uHhoWZnZ63vJOn999/X4eGhPTdjJZVK6eXLl8YaUqZjbW1N29vbqlQq2t3dNTBDRqHPxCNxAEa8XC7bps2wWrlcTnfv3tVnn31mQC4MLxNypUBut9tVqVQyFhDmigKlaBFhcn0CVOgH/e8c43y2Dwd6P+KvFTJX4T399UPG6zacED5b+Hn4t/D7ngEb9/c3AbZ3BliFjjpEoCFS9EJaOo9r3MY2Sd8dGOPOCwHYbYMiPKCmScslPMUAxYn65w+ZOf9OOGmvs+J8/w+n6J8fx4VzDNvJvxeOnOv4v4eg07cBugjf3giE0YB4/QPM0MLCwkhY4eLiQu122ya112OxdxyhA9rECy0vLi6MjicsyybFAC2YjSiKLEzC9XDQOA2ed2ZmZqTmEnqgRCJhOhCfgRYK3f0BsOK9aEvqRDF2fQjWhzFpV4C5z9Jj/NBugBEvhEerBjhjPPh5xIGD9aymZ9sYLywgaEfAidemoRXxYGgwGIw46k6nY9lNfg6zepZkbQ8L5jVSsFQXFxcqFosjDBQhIq7HuGTcwe4tLCzYnm1+MUEtJhw2fcb8gr05PDwcWZhIMn1POp3W4uKiZXNR/gABPGwdgnIAM8wY5UT6/eGOB3t7e8YyEV5j+xKYGNoRcM08PDo6svaM41hPnz61zEAAGaw7wO76+lr1et0YVL/nHM/AhtiSTHsI80nbHR4eGrgdDAa2KXMikTD9k9+4mLkAMEfoT9ugkySUm0gkdPfuXW1vb+vy8tK2aen3+/orf+WvaG5uTr/61a/09OlTffrpp/rd3/1dzc7O6ssvv7R5C/N0fn6uUqmkJ0+ejGQGrq2tqVqtanV11fo8kUjo4cOHury81LNnz0yXB7iu14cJ8/Pz8+r1erp//77K5bJVb19fX9f29rbOz8/1x3/8x3rvvfeMncQekrhzenqqR48eaX5+Xr/+9a91fT0s9kmhWkK+bDe2sbGhnZ0dzc7OKpfL6enTp1ZIeWJiQgcHB2abqPFVLpfNpiYSiZFae+OiQvgbzzqNIwr8gR8aB9pCtmpcKC5kmDhuwwwhKPPHbSBp3PXfhgGT3hFg5R04Ts0DmHFo8rbjNsYp/O7rwNNtYTWeke94kTG/e/odCje8jtdJSTchHJxXGOLziN8DMRgaDB7OPDzHO0mfTefZCP/uvq39qmVcGNSL+bm/d/QIKtk1nuegDSjEyb0BQnE8FOGyZYmvDuwZlaurKxOmew3PYDBQs9k050hGFWFB2tkzTegyYBIHg5vyAIA5WCuvW5uamrIsJN/+vp0vLy/VbretjbzOwR84E8Zk2JeAREoMSDcMCQDQjy2AmGdB6CMPwGGHuIcfc7QnTAHtgO7FF4NERA0LdXp6quXlZbVaLXse2pwSBB78zs/PW1/yLrw7aeCIvfk8kRjWB4LhvLi4MPDc6XRMvE7xSsAWtobsKEJgMzMzIwkUhULBFgswMJQloM9gsNBewTKyiEALSHgIgN/r9awqN6BdkmVosjiBeQEsHx4e6ujoyDb9HQwGqlarVmON+zPPKIUAG0GoCrbO6+bYx49FCiFOb3Ngg8l+g3UjycPPgaurK6sTRTt1Oh0bB+l02opukmEI00kZABIruP78/LwB46mpKSt+WavVND09bYuY5eVlA8KMUXRpa2trtnUSwBAQdXV1pQ8//FATExP66U9/agsEskph/whTPn/+XGtrayqVSpZtCKCFWavVapqZmdHBwYFOT0/1l//yX9bz58+Vy+VsfiwuLmp3d9cqzxcKBf3yl79UpVJRp9Mxm9NqtSxc1+l0TFhPNvPa2prm5+dHynhQTwywTxX56+trq0lGljMgObRP3hd4IMWBfwjBFTYmXJx7WxQCKn+MA0WvC/WNwwg8h7cp4d/H4Y3wOd4GXL0TwEp6vcLfr8pvazDAWEhTjusI38HSKBgbFxaM45vCnrfFnAFDiHZxEKyoPEDCYfj35TwcHZofDFP4vp7d8+/imSoPAKWbbVx8OMYDI1YkPC9AyOuE/EqFd/bhNP6Rxow4mH7AsfhQJCtyAKJnGAgb8m44YPqb0gWswHifVqtlDoVwE4CMg7YFJNC2rBAJO/mxeX4+3PSZVTTCZRxxyMb4EBEsg3QDKjxrRGjQ6+48EwXA82wm9aB8jSQ//iXZs4ap84wJnzbtn98zVrBQhC38mPQhyURiqNmq1+t2zf39fQOoAMdMJmNsHfMLEAwDwVwBEMNy4nRpHwByIpEwXV273bbil2ho+v2+9vb29PDhQyUSCWNVKJUQlsHwWiecGCFgQApj0Ifu0CctLCyMrPappi7JGDppyHRTqBEmlkUbCw+uT1o+deMIKVF/CAAyOztrjp329GHHo6OjEWYFBxzHsW30S62jRqOh1dVVGzPJZNJqRbFwJDMQ28DYr1QqNoZgbi4uhntt8kxslgwDBVtzdHSkXC5nzPHCwoKF4n7961+rWq1KkhW3hH0BhCeTw6zE9957z/RJZDKy4fDh4aGy2axOT0/16tUrC5+y/2QqlVK1WlWr1VKtVlOlUtHc3JyePn2qw8NDlctlC/sdHh6q1WoZQF5eXtYvf/lLZbNZ04Ktr69b/3322WdaWFgwJmxqakoHBwdqNptqNBr65JNPtLi4qFqtZuwR4b0vvvhCiURCS0tLxuBiB5LJYf23QqFgC51Go2G2pFQqqVarWfYoDBYhQUnGrGIjsL/YOM/qev8ZMlX87P+FNmocqAqB1+tCfW8CRCEoex0xc9v9QkD1pmu8c8DK09i/6fdD2tE3jheBv20DhwerE4wRA89fdzC4KUZIlWYf9sI5+hRfDKnXWuFkJI1kSPkB6AElzslrqvxgCN8dQMa7hCsTz0zxXD4Myc+AAgAVK0NCDziIsF9JowYoebDms1twXDjYw8PDEW2NZ8kw5tQh8gCaNuQ9YHEACvQTTpL3InQk3azeyFY8Pj7WycnJCKjw78cRti2Gn/YALPEufhwQxgvBNOdxHX8PACRjBObFZwt6cM244J6MHQ+IYZpgTbyuBMdNe3kdzmAwMAPuy1IQAgrD3IxzADLvRqFMnACh3H6/b8JkHAcrfXRskrSzs2Nan06no2azqcXFRRUKBdsI3Ie7aEfmGGOV8U2mG84OvVY2m7Wq4l4HiESg1WpZjah0Om0bEDPmCC2fn59bwkUURZZ9uLCwYMwK99/b29Pc3JwmJoab7x4cHKjVatmihrlIIgdziT0KU6mUsRsABOpCMYcBrN4ekQzAdjsskvzYazab6vf7Vnmc0gQwV54t29jY0P7+vmVeesH4YDCwJBi/PRXsVqfTsbZH28bCo1Ao6NWrV/rVr36lXq+nhYUFK2WwuLioq6sr7e7uGgsHC5RMJpXNZk1D1uv1LDzNJuwHBwdaX1/X6uqq9vf3lc1mjaGMoshCtUdHR1pcXFQikTDQRpjy+PhYq6urqlQqBrCr1erIFj3X18P6XCcnJ1aPjP7odrsWogXYFwoFA9nMw+XlZe3v75sNm5yc1Pz8vLa2toytQgtHjTHsAQvCkLigD/1n4yI9fBb+zR/j/PHr2KHXhfTGETEhAHud/x/HZv0meOGdAFYh6h0HrF73Ut4B8HvYeR5M0fn+Xpz/uk7nOXFiOCrPBKCTge1IJBJWKwZDzWqYieoZI0nmgDxj4YvjAchC1mpc+8HKeJ0Vxs8bNh9+DVcgPmwijU4oQh9cd5zz9vQxK2sEl75OFfoW+hMnAPDzollJFuLz/e/F2LlczlhD6WabG0I5hDf8mIHlAvz4jDnCfrAybNjMPXl2PuPePknBj0UfLgH4+9Afbe3Hnh9nfMYq0o/hcE5E0U0VdX8u1wY0+GeDFaP9GLdRFI2ESGF5qOfmxd+0JaFLWCifeAGg9mOUcefZ2KurKytrIsk2YT4/Pze2ggrU6L+Oj4/VbDYtbEPIqd8fpuxXq9URfZgkYzoAP2QmElIBXNEmnr1LJBKqVCqan5+38UPICu0SrAw/A/gAA9gNxjtjEefmNVWAbhZ9cRwbCIUZzGQyKhQKxggx/xFO8x7s90ffEFaCCSRU7vdvzOVytgUMcx8GhazGg4MDs0HU/PL9iZAaEONrnwGiAJfSkCVeW1tTHN/U/Xr8+LGFwxjjJENks1nduXNHcTwspbCxsaFsNqs//MM/NEaM+5PMAGCq1+tqNptmvxuNhn7961+r2WxaaJDn3dnZUSIx1HklEgl98cUXmpmZMe3gycmJpqenlc/ntbW1Ze+4tLRkCTtTU1P68MMPtbS0pIODA2un6+trFQoFezYyLXu9nuJ4WHC1Wq3amCc8GEWRlpeXDSwRRajVapqdndXu7q4mJibs3ff29lQsFkc0o34RPS78N+730H+H4ArbFfrlcce4z/3545gk/7fQDobX5VrjwJQ/x/97HeCT3hFgJY2WPhjXKePCdePA0zgxLocHFL5D/fXHsTw+K8o7OAxnIpEwxgODyEpEkoUFPMOUSg23y4A2536smHzIkZADIQr/HN55YVBgxHhff75nvHCerGZ95mHYrrwzYIFrw1h4xoqBx7Vh09BISDJnAzgDrMBGpdNpyxACrLCXlWdMYChYlQHQWN3zXDBjADn0FvQbDpL+gGHB6dIP9C9hSs4lRETfEh7ASdH2HvB6MMf4BCR5/ZvPXvSgyYNJxrFPdvCAEAfu55kHBIw32AzAlKSR8Gcul7Mwih/P6OQAIDwjzpxSA77YJRoinhuQz6bEMGE+9MA7z83NGbCq1WpqNBoqlUo2RtHjMZ4IJSYSCd2/f1/NZlP7+/v66quvLFMKJiWdTmtvb09RNMy+4r4AS7YA8ckEfA/tFW1EmQHGliRjO1qtllWPB2TQfzAHAK5isahKpaLZ2Vlls1lzoL1eT6VSyZhLQBX7ENIXhF4BvAAWWGGSA2CPstmsVldXDSgR7qb/AOmwhxQgJdnEZwLPzs7qyZMnSqeHVdSr1aqWl5et+jlp/hQspf3QixWLRWOY0E0y99FJeRYXEJFOp1Wr1fTVV1+pUqlYlurp6am++eYb29cPgMT4odQBWiyiE7Ozs5qbmzP2bm5uzsKEjIXz83PV63XLVJyZmdHc3Jy1N4k1frPvbDari4sL7e/vK5lMql6vW7YnbDMJAjCIntkkYeH4+Nj8DFGTfr+vZ8+e6epquL1QsVg03SvgmcUxGcuXl5dWuoPFhtdDjgMg4w4PSgBWHpx4OxUuIN8GvIQg6W2+M+4av8l33pa1eieAFU5Y+i5oug1k+RDCOGfjKWkO7wxC5+//7lktGAGchh8YOEXCEaxk/TMDrhB8AmCYMJ618EUTMbA8AwYR8a4fjJzn6xd5bRbPA6vi39dfH+YKZg2D69E/7eCvBZjg/QEgrLQpUcCqGCZEkhkKz9olEgmjtWkXnDsF/lqt1gibBeDB2JC+DytAOjPGM5lMWtiAcB4aF9hGxMg4D/7mARnMI0aJNmMvM5+tiA7Mh+1CihngSnjRgyv+9yE+z/4AjiiQyn0A5n4B4Q009Xs88GK1yzUJE5EthBYIQABgJpwF6PTvCpjl/oPBwEpQ8BwwMITKPXhkDKPJIRxFaJZwEYfXfnkWJZ0eFqlEQ9Ruty3U5jOx2OB2fn5emUzGRL9U18aJFwoFra6uqtvt6urqSsVi0UI6zFfAozRkXNAkkTFHm8E0LS8v6/j4WA8fPjRgRs20YrFoInxE/BQ4TSaTqlarth9fp9NRFEXa2dmxRQPt62uA4YiZL/fv3x8JQfq9ARlHMzMzxlRRq8nvwUfYeHZ21soTZLNZ3bt3T6VSSfV63QqrSrI997LZrOnysG3MCZII2GyZZwFckaHLVlZra2u6vLy0UCHasJcvX+r4+Fg/+MEPdHZ2prt37+rrr7+2uZPJZKwN/fZYZ2dnKhaL+vLLL0eY1p2dHVWrVZ2fn6vZbCqbzepHP/qRZYoz1jc3N3VwcGCMFKzgxcWFAToWrq1WS3Nzc9rb29P6+ro+//xzZTIZY6mkYV09NmCm0rwfn9KQ8SqXy2o0GiNaQpi6vb09Y/GZL8Vi0ewg+zyGDPLrmCDvRz14CRf54xgr7z/DRdVt7BL3Hfc84RGyXWEI8bbr+3cLcUl4vBPASroxnJ5xCsEVDcsKnsbzmhQOz5z464SNOK7TPWPlr4Ej8+fjIHBkaDowuqzAGSBzc3MjG/uyEoa9YUXgO87fNxQ3h6sCViNejAprwf286N5/1zt5Ly739/BsmmdDPACVbjQjhKD4DIaJkKAPmQGOPJ07GAyz+5jU+XzeVm6AVtodgAijxGodka8P27CJKc7Da74AHLQBxRgxOoAOmChCPP7A0VNqwFeo9yJ02pWDVS4OxYdo/YQOxy1sph9bfuEASIEl8v0IOPMp1TCFiOMBjLVazT4HEMPYhuwc9yKTEiCEfsMLw1mQJJNJc4qEwfw899X12ZcNdm1qakrz8/Mj4XJAP0DJl1SgVANsMOOfOlPUW0omkxauYrEwGAxULBa1vLxsgGZ5eVnb29vqdDrWNlwfJ0yJApw/+ifCZqVSSd///veVyWT06tUrDQYDW0wA7DgYUwjwcaYAKzISj46ONDMzo2KxqMvLS+3u7lrW5vHxsdWAuroa1m9CzM4zVyoVnZ6eWlYoY99r3WD7AN0wJI1GQ5eXlyqVSlpaWrJK5WRPJxLD+lwkmcB8UueKzM6joyN1u13lcjm12217/4WFBUs+gDllIScNK9wDJiTp5cuXevDgge1fyObK6XRaKysr2tzcVLVatZpi7Xbb2KZ8Pm/V+33oLooiHRwcaHFxUb1eT+vr6yY2L5fL+uqrrzQ/Py9JIwzV8vKyarWasd4ANxZsJycnyuVyNgdXVla0tbWlRCJh9uvw8NCYyFqtph/84Ac6OTnRysqKer2eaap4/levXmlxcVFRFOmbb77R6uqqzSPqpGEf/J6d+C+/MMPO4SM8a8gRykpuY6v8ud63ce64sJ+/7m1/C49xQGrc5+Hf/Tn+XW873hlgxcrDAyZJI86Bw3eAN7p85rOa/Dlhw+GsfUgjDIX5BhynQ/LXBABhtAnHsSKFvaEiNI6QVQ+OLxSEh6DRb8vhwzmcyzP4lQPO1oMy344eyPlwlr82jioMa/m281lw9KsPEYbPCAikvVg5AUoJEQ4Gw4rHMBU48n6/bxuj4iS8mJwMp7OzM5VKpZE2xRB7nRcGPplMGnjwoTlWx4ROYKA8SJyamrL9wGAgKpWKoiiyEAcCW1/+IFxceNrdO1QP+L2w3rOJ4cT3+ivGpR+3AErPlPJcMKFec4VOCaMe3iuKIqtHBEvC+IZVIsTrEwa8DsiDR8/OEWIF0PR6Pd25c8fYRMoTxHFsdZEAVisrK+r3+2q1Wrq+vtmKii1LmAtkjhFSjKKbbMTJyUmtra2p0+nY9icUdCRLr9vtGjNDFlwURRbilGRg37Ooh4eH+uqrr7S6E6qWvwABAABJREFUumoC5E6no0KhoE8++UTtdttqUU1NTalUKhmLARi+vLxUrVYz0F8qlfTw4UM9ePBAqVRKX3/9tZ48eWJjk3pZ1WrV+gAHAsBaWlrSkydPjIlKJpMWbiyVShZW63a7xnAxXrCH2AnCnNfX12YHAcxHR0eq1WojTN/BwYGFpAaDgebn57W3t2dzjxAdejlq4gHSu92upqentbW1JUnqdDr6q3/1r6pYLOqnP/2pjo6OVKlUVC6XlUgkLMuSpJbDw0Pdu3fPGKREYqib9SVkstmsarWalpeXDQgWCgUrGUEZAxIBqPVFYkaz2VQikTAxPWFiKsk/f/5cKysrVr1+a2vLIiWzs7Mjml4Yddr57OxMjUbDqsIzbzKZjF6+fGn2iH4kZJlKpYzNx8b4ue6jS6GvxXZ4uUPIcHkGPYwW+WuEx21/D+/tP/f+LgRpHlTddm2/wHub450BVj7sII3qqsJGGhcmZKXN5PWhxRAp+87k7xgAVt0eqLG690DFM1ee+fKMCw6XgewFsD7NGErfOzTpRrToKVgMjhcs+/flPvwNkODBkw8/ShpxYp4FGcfQ+ftxXZw+n9NeAAN+h5kiZAYY8eneXKffH6aEo18hdZ1waS6XG6lfRSp6Pp83Z4Dhwajh4D17g7HAiPq2RbxJ9WR0OhMTE+ZUfAiSn0ulkubm5jQ9Pa29vT0TrQIYPeNF2/AuPgPUU+m0E2OT8enDO/QJCxHmVAh+POjiupRQ8OwKc8lnMMKw+Hblb14XBhMFu8WeZLw3fU17w1gRKiYkQ19yDx+CRjcHm8KYwHkxjkqlkvr9/sgWKoSVmGMTExMGfhFJx3FsTCQAcHZ21jQ12Cv211tYWDAnt7i4qHw+L+mmjAbbPQHYyuWylpaWrO/X1taUSqW0s7NjNY8SiYS63a5evnxpmzvTBqTR7+zsaGJiuNVOFEXa3d01cMTYbTQa1ucLCwuqVqt6+fKlpGH2LWA1kUhYUVy/9VQymdQHH3xg20h5JhAA02q11Ov17LkJT9XrdT19+lSZTMb2ySMrkJB9HMcjOrjr6+FG6R988IFevXplrNbk5KSWlpa0sLCgWq1mrGC/P8w8LBaLFhalcCx2qlAoWHXyL774Qvfu3dP19bX29/dVqVTM/hUKBe3t7VlB016vZ5tI0/azs7NWDoJtatbW1rS/v292H7YQJgrw0mg0LBTMPEeTR4h1ZmbG6lklk0kL2xGOR1rAPoIssCgLIcl0a8wvbB22gbDpYDDQ3bt3TbbAM8/Pz1uYmMVxuCD34Clkqnx0xEt2woiQv1b4M8e4z153zm0gaNw1XseGhcfbgqt3BliFglmMVhgWel2oUPru/n8eWPmsBu6BgWdghk4rBHfj2CzfMd4BACp8SA0tCVllOGpShdFMYNA8MwS7wXNzH/8MnvXDEfO5p1UJf3jQhBMfx+LxLv4cDq7nNWO+L3AcGGzuR+0aAGMcD7N8KAzq9RWkFHsQR9o5qyqA1+zsrFKp4b5ZrIhhRwApPAPCefqesFUcx5Z9lUwmTePFahADTpgXUITzBEBhlNCj8Dv398CO9/LVyRFf+2dkDGJcPQUfrgq5vqfW/ecAIxgVxgqhKs9cEVL1JSjQvDA2PXgHUFBzCePK+6ArIlTDnGCsEx7pdDrWRgic0XwNBgPrs6OjI2MlcSQ4EOo/+ZCzZyF9TaeNjQ3t7u4aOEMcDBslDauA37lzR5JMp+fHGKJ3MsV8GRAqbx8dHRko2Nzc1MuXL1UoFLSwsGDlGdD+McZoBwAajh6gSEjs8ePHqlQqtuCgv2A4KHp67949fe9737PFDvaS90Jn5B1zHMdWE4pSFywYOef6+tr0Wiz22JR7dXVV7XZb6+vrBihgP+M4tpBhs9nU5uam7t27p3q9rouLC1uk5HI5pdNpNRoNY754HkTWANFarWZyBYAWerjp6WktLS0ZWIzj2DaTZmHFljLM4UajoURiuEXQ6uqqFhYW9Pz5cysgG8ex9vf31el0zH5EUWTb5yDKB0h+8803km42iG42m6pUKrp3756NdeY7izASFFiYI65H40epjoWFhRGtJTad0B/jmvInkixz1m8a7n2HX+j4iJG3PYxVbEcYZXodQHkbUHXb8Sbg423cbde+7V4+FPim450BVsRzvZORRoXt0uimxj5kIo02mkfCPvQTDgSMgQdtnBuCOB+W4NkYJH6wcaAn8swNHUO4A2E22g/AFSt2jAlaBlalsAs4EZwE16ZdwhAf7+dXG7QR3yH8QzsxSVhJeuDkASysFM/tr8P9YFV4dsIrMHuwEKyyPGgDxLCqa7Va5nQwJJ5BQm/jnxunRIgKcEW/0h4AvX5/mN1JijzhE0kjKe0YWnQKXHtqakqdTkeNRsNANEJv2hfG0DO29LFfPHgWiWcLkwA8+8i4DOl7nh8wA4D1yQjSzWKDTC1/X6+J8WPLhwdgNTzY8qtYr9c5PT01LUmv1zM2AJbo+vra2CvYL64P2zExMWFZXD68SFgPVoZFC+NrenratvHg/VKplFVZJ7Rcr9eVzWYtxEm4hkQGFoeAJfQ4cRxbCYjLy0sToR8dHanT6SiXy40wWYSgaTOAEzaBDYYBulNTU6aVISvMl1Dp9/sW8i6Xy8rn80okhsUlAUTe1nEgcGZe+bHHPIWJ/eabb2zBB9iZmJjQxsaG7ty5o6dPn9oiCpBxeHio8/NzqzlG7ShA+qNHj2yeLi4uamtrS6enp3rx4oVWVlaUz+d1enpq+/sB+ubn59VsNnV5eamdnR21Wi0rRbC8vGzi94ODA1WrVXW7XX311Vf64IMPTN+3srKiOI7VarV09+5dtVot087R/jCShMbv3LljrB16s62tLUuSODs709OnT7W8vKw4Hu4sUS6XzQacnZ0ZOx9FkZUQAZh7YmB+ft621OF5iYjQRywUsI3YAhZWhAlTqWGldcT03ldJwyzJfD5vdsRHfDyg8kDLa4W9X+TncaG/caDldaDqNwVc41gx/31P4oRMlgeEb8NavTPAipegY/3LhGEvSSMGmsOvrjlCJ8N5OFzvkPzA5Wfu7cEXg9Y/j48lhys/aXSfPRwiE4rJQfox2is2XMUownygr4IRkGQhGp7RvwfGmd85PNDzq3gmKGyRFzoTIvODDqbHtzfv76/DZOL/y8ubrVk4l1UV+hMODIB04/DZswxdwfn5ua3wfLVtHB56LhwqbQBjwjNB27PaJLxJmIk2hzGCsaHfKMzn93obDG5S3D2A8+AI1osx4u/tQRfAlX7g714cHy4WvEHjGXxFdu4jyQSsnOtBPOCLdgKUAZAI+/G7L6fAuPTjkwUVYWdCQ5KMhZyfn7ciozAJOHQO9Iu0G5mZ6EfoZ1/dHsBDhXb6BRal1+vZ1iHUiSLRgUXL3NycMpmMGo2GGo2GfvSjH1lKPrqXSqVihSN5t729PS0tLalSqWhvb08bGxsGDHZ3d+0dcI4AMXYQmJmZUalU0t27d033w1jyoWRvj7LZrDGHUXRT1+z4+FiZTGZk7oZO0mukAGIU2kyn0/rggw90eXmpn//856rX6ybqRoANUEmlUlbK4uTkRJ1Ox0BKPp9Xq9XS5eXlyCbshFcBpplMZqTAKuE6qodPTk5qc3PTFj2wh1Rwf/78uW2APTExYXWlCAuimwPgYsNarZaVoqBQJwzT/fv3zZ7STuiz9vf3tbKyYoCO5AFswurq6sjCC+3fwsKCPSdtfnV1ZeALOzA7O2u13K6vr7W4uGg27/Dw0IDqYDCw63tZil+AeuA/PT1tfeYjOV5O44kL/zfaIdRWYb9CXx0CJB8Neh1L5K/9OqbJn3vbPd90jT+XjFWIZKXvAiTfof7vng0JOzFExxyhnisEWl7vxHc9++NBVXgdz2DxXQ9i/PNzvr834ujj42Mz5DgojD+rSJw97AYVkwl58K4Mcj7DqdJ2fjLARsB+wOp5x+rbHoMAAMWww4Zwb5+l6IEhsX72bPP3ZYVO+xEuAkhgNLg/RhDWyOu2vDYHcBFOGAoYsqL04Q36l9pCAG8AESAWxg3hcy6Xs33QcGRxHFt2Gn0chvxow3B88J7h/AEg+fEJuxPOAb8lDM8syQCi1+odHx8bmGf+EXpiflGokewwrsMYR3eD4ydr06fU0wf0KeUpCJ/yNxy6D5XxTLwjc4Zn4N7cL51OW5gMYEF5AMpHwLAAtNEm9ft9C+kAUNG/0BZxPNQ38T1Yi06nY5lfrVZLy8vLevjwoW0cPBgMrMSDH7P8XiwWtbGxYUwH84t+JCnC2zAWKvSBZzQoQ+LtlWf4mVvYGJw5TBZ6QWzOxsaGfvazn1lpk6urK718+dKyapeXl1WtVvXixQuzF+j12OswjmML/8bxMKyGaJvtf9gKhsVSo9GwebW4uGj7C8JAXV5eKp/PW19/8MEHurq60tOnT/W9733PxPHosHjve/fuaW9vz6qkU519YWFBOzs7tlci44+xwHxkjqfTaRO2M6cBs+gRmSuUvYii4abZZAoTomdcdrtd24IHu7GxsWHvPTc3Z6ye9zfYCcKnZBrOzc0ZE4adzOfzlhyEDfT+Dj/qfaW3X97/hv7c27bQP4Y/v80xDsC96fy3ufY4lsrjkHHHOwOspBtw5V92nI7KHxgfDhwQ1/DI2p/nRd38jqPx1wkb1A8cVsEYMJ6fv2EYvADdU6xc6zaaEbaKlTshDjQYGCEMB1ojjDuhKA+0fMjQO1au40NSnvEIWS8mDtfxkxtWAafnDTVgCiNE2O76+tqyJaWbffUwBLARhErRp42jp6Vh/bDp6Wlls9mRNqeeEe9Bm1CoUbpJGojjeKRWDrWbzs7ONBgMM5jQbZDyPjk5aSEOtBSJRMIYD0ALhotr+kKnfqwybnyKPlojwDGhOcSngD2+Sxv6cYXhD+eYX2TAmowDo5Is9OYduzew9Bdp/TAItDHAGQAXRcOyCxRsBEDChl5fX9v+Z2QHEnbz70Z7AAIYewjO0aLg8AAOOE+KI7Jq59lJSpA0UrLh9PTU0ugPDw/VaDR07949ra+vq1arKZlMGotXLBbVaDSs3hPhNOZfMpm0DYXb7bYBtvX1ddP6YEdC6QHMKO0DwGfchLYFgAmoDllo7IMH2Sz4sGvsPci4nZ6e1uPHj7W9vW3gLZFIWIVzFo2pVMoqmnNfdGrMK8KricRQ2F+r1Yzp8rbr5OTE+oWSGvl8XnNzcyoWi+r1evr6668VRcMQ5OLioj7++GNLWNjd3dX9+/etMC3gGRkAG0hfXFzo4ODAirQeHx/b/oIzMzNW/oKQ5uPHj22hwdY7+ATa9PT0VAsLC6YtpWAn/TA7O2v9jNCcBSAbNQO8qLKfTqf15MkT+y5zglpgsMfMeWwI0QOfvIP9oCSEJzE4vK/EZ/hFFIe3EbDUXirC+BxHnrzNEY5v71/9Of5vb3Of3yQEyPFOASvpu41KI4RhwNCRenQcfp/v+JCLT8n3xskbk3EsGYcHU0wSb0i8dot/DE4G3JuAlX9XCs+xy3omk9H8/LwxV7AbgBFJtgKmSrjPfPPPjoPjwOH4tuCd/Tk8H6CHFSyhOEStnU5npB2ZmH4VDWvDZPOszPX1tRkJSQYyYLP8syOCpT18RlwikTA2YmFhwfoBBox+pB8Q6PLeMzMzVicKIAUg9MxYHA+1GaTBe+bm8vLSCloissdJ0p5+LPqFAuwCoTBWxjA8XqTuHa/vb/7mw6EYUwyiZxcZswC/ZDJpjtiL3wHki4uLkm7AqS8OG0WROp3OiHDcC/1518nJSQuDMxYTiYTtjwY4b7fb9kwIlelrGEwcA/dDf5hIDDV75XLZQk0+POEXIJIso413PD8/t7R5WKk4jlWr1VQqlZRIJEy4TtgqjmMDAYuLi7q+vrb6TIlEwoTr3W5XT58+1crKit5//30tLy9bOzM3fIhP0sj7+f6njpq3pfzvIwOAbexkmPjCXAb8plIpK1lRLpdtXEZRpPX1dR0cHIw42Z2dHUvnJ6x3eno6wiIT2mXs+fH2Z3/2ZyoWi6Z9JIkAOwdQlaSDgwOr2QUYxB5cXw9F9TDe+XzebIQHmJVKRTs7O5bVy36QLKTT6bRlUwKc0GB5lmhpaUk7Ozsj+wP60B2sEsAnlUrp4ODA6lA9f/5cS0tLJpvgmSkx0Ww2LTkkl8tZwdVMJqNut6vl5WUdHR1Z4sTk5KQxqjCP9PFgMLCtlhgbnU5Hd+/eVb1et1IaaBbxgSzmAPQ+EoBN88QD48wz1R7g3QZyxn3+NmAnZL9+E6ZqHIv2Nt9954CVdKPjwSGELBZGwB9hI3Adzvf/h6JrrzviXgwCvwLncx8S86vl8NqhNoxr+ZBZSI+GYMtT99fX15ZZQ0YRqxRWE7yD31MPsIXjoiwBIQLPPvn3DActBoXn4zu8DysbHBlaKH9tjBvno6FhpeVFj4AsmCO/ia93hIRWeHYPADGYgF5q7BD+osgoe2P5d0RECpNB3xKC8quufn+491yxWFQURaalAUgBOgHb6CYADZ41IpTjxwZzASCHtgLtC+f7PqNfAII4MMAJBpFsOZ+VC9PDdT04w3mjp4J5AezCXPi5QWgUAArYYjEAc8G8IyTM+WT18ayADJ6FtkKsy/iBrfVjkXlVLpe1srKier1ufycMhJNNpVJaWlqy8ig8B07WZ6OenZ3pt37rt2y8Mi6azaZVFadtqULu98c8Pj5Wo9HQysqK/vpf/+sql8sjTEDIEAN8ATqeTccmSDe1yCiwyQHw8LYTh0tout8fFp7c2dnRxcWF1tbWrDgmzLRPHOn3h2Ul2ES40Wio3W6P7EvIwhamlvk/PT1tmzYTBkPvxvdg3yigWq1WbbEYRcOdGdB3UcNuYWFB77//vmq1mlZXV7W8vKxGo6GvvvpKJycnarVaevz4sS0Oq9WqpGGZFQp+JpNJra2taWtry9qVvqFu2dTUlNXhAtgUi0UDZWdnZ5qYGO7ecHx8bGw6/ygLAqt5cXGhubk59Xo9FQoFJZPDTaEHg4E6nY6+/PJL9ft9028xX7e3tzU1NWW6Lxam6E2Z99R98ww27CogDwaQ+UTfeOY3mUxa1Xdvh5hnft4x1r2fGQe4QiLlTcfrwNLbMk6/CTv2pnPfSWAlyWhP6bvxTA+UvDYgXO3z3RBphmAGYOVpaYwZg8Cf7wHIuPBRGHvm2XBcfiUdAqxxg8APUk/tEmLpdDrG9oRgUrqpas/3CZ/guNAlhXSsB5l8HybPC6T9Sh8mhG1KoigymtpnKaGboRI9kw6wQsiDMItntWDtMAoUI/SAhT7CQcCweTEnz0BWIu1D2O78/Fy5XM6y07iHz4ajHWjjZrOp6+ubHeWpDE12GyDEAxtvRGAGQgbWhwbJfOO6tDXhMdrYL05g4DgQYANOfGIA7ejBL8DVa4oA7OH89AyoB0wkX3hADFgk6w0GizHmDTCGnbaZmZmxKumAP8LiAE+uId0wjoBoKmnznDh1+pmwc7PZNNYOdoRK2mx5ks/ntbq6aiUZrq6uVKlUzClRtwhd19HRkW14PDc3p1wup8XFRW1sbFgoyNs/5oa3E7QLYUZsj3dcLCDQMZ2enhrAo8+92N1fc2dnx96lUCjY5sWXl5fa399XKpVSu91Wo9HQ9773vZExsLi4qNPTU6vDhE4SoD8zM2M1vBDm0/eMH9g7dFhRNAylwl7Ozc2Z+B2Axri9urqyEhow3IjXAdXUEiPEB+js9Xpqt9u2AK3X6+r3+8rlclpbW1Or1dLMzIwBCTRkFM3FFlJodH5+XicnJyoUCqbhIwzIZspsmcQcJiQIkwerDuD3Pg8bibi/VCqZHWP3ABZ6jG8WkKlUyvY+ZJxdXFzYhs/5fN6y0kku8NEDGFvPasIQ8nzeF3mbFrJW3laM8+dhGC8EXreBq5A9G/dd/9nrfvfM7+uOdwJY4QhuC7v5Vdq4z/nZg4rb6Lvwd4ACQjppFMiwEvINGWZB8D+OyIMuwIhnUXgOHAXOImQd/D0xlgA5/sZEJQvEAzp/T+98zs/PbcNPL1TnWSnE5wcRQNO/t7+HD3siGpZuBMVoZTD2XpsGaOAahBVOT09Nj0G4yIdRKYPg39Gv7D3o4/qSRkCNp7H9NaSbzYcRNuNYGTs4BbRH9GsymbSFASJxD/4kmbieLUAYZzhuxgOgF2cBKARQ+GQJ3o3PPYvD2Inj2IyzH0uAJsaAZ4oAqH6M+ro3oYBfkgHLubk5cyKAFcLAbG1DeNUDTMYNRhdnwPV9GJHnhc1Dg8Y8RWdExXAyTMNnRBhMAViSF4rFoqanp0eKwHa7XR0eHurw8FD3799Xp9NRu91WLpfTwsKC6vW6AehCoWAlI7BzPst3dnZWd+7c0fr6uoFK3t2PGW9vPIsFw0878ndsBuFxmFTaw9sZD+YocQDz1Gq1NDk5aRs2SzLROCzNl19+qUwmo3K5bKwVuw/QR9fX17bxfCqV0t27d/Xzn//cKqXD6rI3IraCJADP9KdSqZHrZzIZHR0dmY0gsy+bzWpzc1OlUkkrKytWuJeaUqenp7YvHjot6s1h+7LZrFU6531brZYVEoVtj6LIgB6MK5tIJ5NJNRoN3b17V9PT0/rmm2+M8W00Gga69/b2jDVkBwdYtUqlooWFBSvrUiwWR/bupF9Y4CK0Ry7hmSevdfULcvwIoOzk5MQE8SzI2+22sVss7KIospApCRr0OePWz2/+9wt6v3D3Y5yfPbgad4z7PARAoW8N8cC4a47zx2863glgxeEbXvpuyA/HPq6D/M/j2KlxwMqHOsJrhc7GAyy+i9GnwQEL/jkxAnzXhx35nZAFRhTw4OPSHtz5Qem1JIQeGPTe2XOuD7fhhKHpr65uihiyP55/3pAdxFF7fZIXIvOOlI5gAnsQ5vuOieVDp1EUWbgQap8VMAJxgBE/S6NZdQB3L6TE0QD2Tk9PR8oreMaz3W5rMBjuU8iKt91uW595Zs5nsHkjRn0jBKJoKlih4swI4fpnZiwdHh5aDSUYMwAIgBbHIg1Xk54hYnUJwPQg3Peh70u+j2bEg4+QmWWhQJsQ5sToh2wLz0SJCsYjLBp/YywDnqh5Njk5qfn5+e8wlczFhYUFe5epqSnrc4TUp6entkkxIJbx4Pe3nJmZ0dramgETiteWy2V98MEHBjR3dnaUTCat+v/JyYmFU3CWvBPPUiqV9Fu/9VtW+Tuca36OhAs0/uY1cH4hxDmejaAvWUBxDT/ucaytVstCYGQ8cs7k5KR2dnY0Pz+v+fl51Wo1VatVY0wBSt72zM7Oanl5WZlMRq1WSwcHB1peXh6pR8eih3phgC3mVbvdtr3uFhYWVKlULIttbW3NpBJ37tzR2dmZNjc3bTPtjz/+WCcnJ9rd3bUFCyE8xPfJZFL1el1RFFmI7dWrVwa+sJWHh4c2z5g7hPpZ7DFn2NdPGpbZkIYyAzRRiM8phZHL5XRxcWHZj4RZM5mM9vf3tbS0ZPdaWFgwkIR+kUXDzMyMabuw8zyXn5uMiWw2q0ajYax+KpUyveDU1JS2t7ctWgAjt7CwIEnGjrN/IwsYL43x4zaMjGAXvD8IAc84UHUbIBp3vXHXeBNICwHY29xXekeAlW/E0NneBpZuA0z+u9L4DIPwPCZI2FgwBV7U7MW6/O7P92ExDzo4fEjPr6i98NSHI0KwyTV4N8CIBy2eAfMrAEBXKpUayWSDIYKhYaJdXFyYriRkoDxbETJ0sH/8zTNigCVCkIS2SA9mBYSegP27qAEUx6MFAGEApBsGKZ1OGyOEkYOe5vnoW4w5bQTw9GAZncHExISFQKQbR+dXfYTOCEESdvJgGGPOHnaEhLyuB5DhkwSomcN4Yexi6HDaZPMAdlgA4HQpxMmY9qwQJQ4AMb7uF4wILBPfZ3xXKhUrpArQDUMCHiQBaJhjU1NTVtrAs7mwLoAEH7rC6fb7wz3jCLnipDj8vnY+pFIul7W9vW1z0jO4VOMmhESNrcnJSWWzWa2urhp4Wltb069+9StzULAJPtwxPz9vmXFnZ2cqFov6vd/7vZHSCr5fQ7vigZYPmTE+xoVPJFkYp1ar6fj4WN1u1xIhvE1hscUCZn193cTvHH5MlstltdttdTodnZ6eqlKpWP9cXQ0rgD9//twYtU6nY9XIpSG4SKVSunfvng4ODtTtdtXr9UzMfXx8rFKppLOzM2MAWez5cX50dGRjDZvn9+ZjwfLHf/zHxjz6DGj0Qr6yP+xrr9fT8vKy8vm8Dg8PLbzHOMcOnJycmKDes37X18PtlVhcoYnLZrNWJ6ter9tYJZQJS354eKjJyUnb6SGbzUqSFaVtNBpmt+lzwB0gDhDlpQKwoVF0s39lFA1DrbRXp9Ox+xBWByDDOLMQ7HQ6pqvD7oZyBj+GxyVE8Vx+rIUAKyQXbjvGsUzgizexVOPu85uwVdI7AqykUQ0J/9+GTm9rlHGIN/zebd+/rfO804EFwZn4+k44iZC+ZLLzHW8c/QrTAzTvOKFrx4VIaSc/SH3M2of/ABCAiqurK1uNoCny9WwQ6KLhwhD49wjfVRqtNk+7sDrkGTkHAEd4QrrRAEg3tPbZ2Zmt6Ajf+DCiB3O0CSnhPO/k5KRt8IsOh35F2A07Mjc3Z46X/8/Pzw3YeeDAc/uyAABYACJ6JMCCB+DdbtcADEyVDyUyzugP3seL7UMwR+mFOI4tXIPTxXDzzABmAEwURSNlLnz/etEumXQYcQw+4T3eH2fImPRjlvAYLJsPBwAK6SNEsp4l4B3QjnmH6JlExt/JyYnV5AHEEPJk3NOG+XzeMrPIZDs5ObHw2NLSkgmKJekP//APlcvlTO9IpiiMNe2+tbWlq6srffjhh/rt3/5tC7F6YBSGsv14Z475EDoMqbd//mfuz1xnMYXN8yFWAJFfKHB4PR1ABof8/vvv2zV9v1G7K5lMmq7p8vLSWBfmyNTUlIEERNuwfpeXl2Z7YIXjOLY6TIS8sMV+QYytQi9E9l42m7UFmjTM3qPUC1vB+A2wG42GfvrTn+r8/FyZTEb5fF7NZlNRNNTONptNAzgwYIAYdonwi4G5uTnb04/vMccHg6EcYnp6Wu12eyTrsdfrmeaT8YLcgEKxp6enFrb1QAubgA0mw496cl6nyjsAtI6Pj83mUehYki242B6HWmNst+RZbOw/48Mf2DU/D7CH4T/OH0eU8Hu4yAjPf90/f/44hutNoE56h4AVE/Z1rJU/PCId9+JhQ70OpY4DYf5zjAfPSadjNMOQiH8fjB4DHKfjOz0M9Xkn5gGcZ7D8QOVgIDJwPc3qAaukkWKOTEiftu/1THEcW2E7L0LHKfjnwCGHKxHfvxgjQISvzZNIJEzXw4HTRhiMWBXDCmjx4wKw4XVEODcmsXd6HsRRQ2hubs5CC4AVwkroDTCcMHzofRCHIwzlmQCcfo80BNT0G5mEbKDL/VlZA35wHLwfhk+62VfSO1xABE4awAVDhLNmDPl6Oj6cBDjlmRmX7L82GAxMKA4I9VpG/9x+jMKiwr75xQrzB8NNTbBEYlimgPNhibgPoPn6+trE5dQUIiQGM0Blci/Qz2azKpVKmp6eVqVSsSK2lGmAHWm328aUslVMr9ezmkiwHGtrayoWi/roo48MAHCEzsTbNsCoX+jRN7Rv6FD4Pv1HeRbC8qH98HOPa/kFHs/K9Rmf0o1YvVar6eDgQJJss2G27cGGwELF8bAIL6E1BNbMOZjyXq9nWY0ffvihZaAiqr64uLDyCrBA/X7f9rWkmni327W5DktI1t3s7KxVXW+1Wmq321pdXbX9FikRwfXoezJOffkTWKZ+v6+NjQ3LNKU+18OHD3VxcaF6vW7vyztgX2DGfB+zkJGGIcXFxUXrx7W1NQs5MjYohkql9ziO1Ww27dmxPRTGRR9FUgAgP51OW42vs7Mz22cynU5rcXFRJycnFgaOoqHOjPGKjR0XOfK2iDGOTfRjN/QfbzpuA1WvwwK3MVLhgmXcO4w73glg5dkV/xnHbbSe//s4MOXPve3zcdcKacBQM8T/PjzB/+HhBel8FwDhB9S4OLM0uv+SH2SsxPy7+JAjR8h0eREhNaaOj48NLMCU+FUnDh3xLytxHB0gQtJIm3AvMn4IQbKSha3BQPm+9Jofb+gXFxdNsO/Bp3fwnMu7ezaU96G9ALGUYGBjZV9XidCYZ0LQtfCcCFEBV4juSV0GLPDzYDCwgp4+rDEYDIw5g0lAS4Rz8ytyVvKsDHknQJJ/XknGSvqxSPt6NsizpoREqKYOwPSMKBlNrGApVkt6OOM7HLewo7QZ9/fjmbFKaBoQcX19bWGJcLVLKQecGWFCQq6I2SXZdip+cXBxcaFKpWJlC/geWplaraaZmRmtrq5qZmZGf+Nv/A21Wi09f/7cQiH37t1TNptVrVazjYPv3LljmXKMU/rU99s4+xeuqDkfZ+TnTWjrUqnUyIbX3t54AOVtju8nzyT6Ocv43dvbU6/XU7lc1uLiogEcNIUHBwemEVxbW1MymdTe3t5I+J6yBJLMNlFxfGJiQktLS2q325qcnDS9VqPRGCnbASPf6/WsbESlUjEWFvDOopINjF+9eqXFxUUrSZFKpWznizt37ugnP/mJ4ji2zN56va7T01Otr6+PsLr5fF6Tk5P2bjs7Ozb3afO9vT3L4PP/1tbW1O/3tb+/r+npaa2urqrVatliAeaMMDz1AXO5nLa3t1UoFEbaDl3q9PS0bZmDjrZSqUiShXBhUwF2S0tLNj6Pjo5sfDEWqdF3cHCgbDZroJo57ec54wT2n2t4fxku0P3YCxM4xrFd4z4fd054jdddK/x53Dy87XgngJV0e6OE6JNz35baGxdSDO/nrzWOTg87zv+OUfOhrlBTxYCCTfCrRE97emMZrjy9sfQhAhwMoMG/s0f6vp0QLUo3+4BBRyeTN8UWAVQwRKy8ARW9Xk/NZlO5XM5YL57FCyOr1aqBBgw2TIPX+YQOF5bGg8mjoyPTAREKC8eHB9owKF73FeriaAfazeshcCasQOlbRLaEwQgL4OBxcp4BIHvGr+Cg//ke+gvCm17rBFsBpT83N2e6EK4NcPSMj9fVQft7/dk4QA4g42eMPxohxjR/Dw80TwAkwg9ooqh5BWNIn9NvXud2dHRkIvKzszN7f4BCuCjxzw5ryb54yWTSMhPjOLaNdGmn09NTnZ2dWdX+v/SX/pIxK69evdL19bAA5N27d03jQrbVYDBQtVo1hvXs7Mz2evvwww9NPAyQpD/HORN+p01gh/13PPDENoR6UW/bqDDPQiRkDvy88c4Me+vBvr/u1dWV1tbWvpM88qMf/UgXFxfa29szcDs9Pa2dnR3dv39fjx49UqPR0ObmpjFIg8FgpD2l4YbDa2trevXqlWnlvGwBQMcehIxzxsrs7KzVqYL9pWI8AEy6ybSl72AzoygyLR5tXywW1e12VS6XtbW1ZfYTfRJaTcA7i5xer6dut6soirS6umrlWZaXl7W7u6uVlRVdXV2pVqvZ3pBsa8NcZysfMhsR1TO2YHUBTIwl2Cj0a9VqVefn53r+/PmIPg5b2e/3LSOTceXZWWp1Ef2AReZ9s9ms2QqYaNhx7IKPpHhf7RdjtLm3MyG4eR0RE/rvED/4742bNyGgehvW7J0DVrc1ij/H/zwOXN0GpsZdh2Pc/fzf/N/Df1wTx8v1fRgQJ+fRvA/jeJ2F/xyDh0HkutJNGMaDFYyiDyl4A+n/Tl2owWBgkwdmADbE62MwDjhxdD2IpnkWmB0mVCjKJxSUSCQsIw7wgwFB7yDd0MVULMcpzs3NqV6vjxg1r7GgXXzJAhg3np9r+/71gnHalVpaURQZyGG1TtagpBHR9GBwU27Bs4DSjXbLj/tEYrhfV6lUMkE7oMiLbQEpsH6SjHEEREgaq0uCdcE5MkZ9ejltEiZCMD4wupLMmfLOALjwWXlevsPPXivmQZIfk2if/ObOftPxcfOYjCTAJ9ckI+/w8NDqFqExxJGywl5ZWTHHAeNxcXGhzc1NTU1NaWVlRdfX12o0Gpb6DyCmHTY2NrS8vKxkMqnj42NzNJlM5jt2yssHpGGICMH0nTt3jP3zCTG+zwCqfrVNm+CcKAPgNW98z7e5129xLuPYOzzGG4wv5/NM77//vj7//HNjn0kG+aM/+iOtra1pcXFRs7OzqtVqSqWGpWBqtZoqlYrNO789lp97ZMaxbdTCwoIBMhIO0DahNaQ8gjQMlVEomZAjjKy3BS9fvlQiMcwCrdfr1m+MD/R3jGEWZXfv3jXRvg9jU35id3fXaj+1Wi0Vi0XbbPzi4sJ+pmREt9u1hBfmPX3RarWsNhvgFNkEmb2E7+M4tiKlXopB6J6tmQBv2CvmFH3ZaDRUrVZ1eXlpC5Td3V1bfMP4wbD5xCDGXhgmxAd6Jpv2Duc6xzgAdBsZM+47t7HDb8OE3Xa8M8DKr5bGgZtxxziGKvz7634f9wyvA1YhmBr3mQ9FeWAk3YQApZsK7+Pu50EWz+2LXnJv/meVCOqHXfJO0QsIPdPlNUM+pICmgVUfISf+7rOnmGjogbzxIwPNt4E0mt4Nq+CBgnf6vlbR0dGRMQq+tIAkO0+6Kdzpw33e6flnkTSSoYjx8/fFsdN3THhqF+EUqCnjV25eh0e5AwAF7wpwxOjjCHlmNFHs1Yah8k7Vg3Iy5ThYnVPWAMDhGQ5YAPrSM5xcr9/vG8AdN94JtYR9AlMGWGR8+TpZPIc3ojhyn/0H8+LDvx4o0O68j+9vX6Vb0si2RVxvfX3dKugfHByMCO0p9Pns2TNNTExoeXlZ5+fnevnypTY3N017hT4HkTeZYfl83vrMz3fADQuHw8ND7e/vq16vW4VrWFz6nfby/3t7FC5E6ScPlL3mk7951sCzY8zHwWBgTPXMzIxJBDxzyL2mpqb0/vvvq9FoqF6vq9Pp6ODgQBMTE5bp9+DBA2M9EomENjY2tL29LUk25pkrtCfnHh4eqlAo2MbViUTC5A08F/MAdrFYLGp2dtZKRSQSCa2uruqLL75Qp9MZAaswVmiXKEVweHho+qzz83Otrq6q3W6r1WpZAgDXJcsSWwfw6/f7Jge4vLy0TZ3ZxBytZ7VatUSK8/NzPXjwQPPz81aLEDZnZmZGi4uLVgmekgvIGrCx9O/FxYV6vZ5pCNGC4TeiKDKhuq8jKMnqh21vb9v4JOmB+Xl5eWmFS33hYb+I8/aPg9C7n98+SnMb2+TH/7jP/TwZ990QYN0G0F4H8uwdXvvX/x8f41ZZ0u1MVfgvZGbe1IjjgNRtjNk4UDXu2uOe1Q+acbR/qHcIO41nDUNYtz27N9Ihg+WZqTiOzWEhvMWBYOAHg6EomRRtdkDPZDJmdH1hQmm4emLFDqsDSGD1iaFOpVIW3sPhSjJRKvVtJJlAHIOUTCaNKaCkAeAV9oO2Y6L6cKxnczzI4YD5kTTiiAAfgBgoe8KFoR4B547mClAEuIKBQS/E2IUh8QDKM2yevclmsyNM6GAwGNGhkV3qN26Guud5+Nw/L8/Izzh4ADxtjtCYtGzGA+OMgxAuoPro6MiqQ7NK5Z09CKeEAqAUMBACBsakZx2Pjo6saCNaNsAhoSTCtoVCQZlMRvfv37cCkvv7+xoMBiqXy/r1r39tfbi1taU4vtmcGU3Z+++/r1KppIuLC+3u7lqhxzBk6ecroI+xeHx8rP39fc3NzVntJ4TSr3McoT3wq30favW2yT9H6Mi8XfUhxDiOtbe3p3v37lmdJa7BMRgMLJuY8BPFI1Op4V6DlKuYnZ2VJANb7KcnaaSiOgCcOQfbCCODbaMsBv18fHxsix7ANCHpo6MjbW5u2nXIQqYIJ22ws7MzYkslWckBmPtkcljHrFAoGHBJpVIql8sm6j8/PzetFoswalCR1AI7e+/ePZtzy8vLevr0qb755hstLi5qcXFRL1680MTEhGnFGNtoPhlXg8FA8/Pzxu7Tx37roqmpKZVKJROfM/eJUnggzjMOBgPlcjm1221NTU2pUCjo6OjI9vGcm5szcAqjyz/GCOMvBFchoxv64HAOhL/fRqTc9vlthI63Mzzzm0iadwpYjTvGUeV8HgIp//PrQBU/h1on//M4g/UmYBV+Pu4ZxiFt/15+VeidKI5WGq0HQqiF+3IODhVAhkEEMOEUvRCdLBIcFwaEv2PEqDUzPz+vKIqMZfHv73dK53nQ/pAp54t7smM9hTTR6Eg3oGYwGBh7hmP37eDvH/4PGPJMEu3thbupVMrSmTkwwFEUmcHDCdJ/foXsQyl+MrLHIKEHSdbWsHuSrG4W7UWIDwOLcQPMwfoAmmCHuBbf8UkThH08k+criwNcfPYfDhQHxFgkfEZ/4mhgSRln0k2dMK97ury8tFIWvANAm+cjFIQgmr3qYN0ILbL3XhRFBlCofF0uly29HoPe7w+LLPqsprOzM33xxRdqtVqqVqtaWFjQ8+fPrc2vr4cb+V5eXurly5dqNBqanZ3V+++/b/vK1et12+SZfmUMhuwcoJ+xmkwmTTeztLRk1cJxguMObEaolwudFuMSuxECIn995hb2AiBP2O3o6Eg7Ozva2NgYcT5+kXRxcaHFxUV9+eWX2t7etoUD84babH7jXzQ8/GP8AZJgrgeDgRXNnJqaMgaUGlC5XE71en2kMG4ulzMJRCKR0NHRkWUFEjKEFaYfCKWxRU6/3zfxOzbVl1sBzGDnYIslmU716OjI2vzqariJt0/0KJVKOjg40E9/+lP9rb/1tyw5JJPJqFAoqF6v244ACNRZ5MZxbBsmz8zMqNvt2gLOs/YsMiYnJ9XtdlUqlYzNBgxFUWSha/RoAC2u1+l0dH5+rq2tLVugA6ajKLKMW+a1Z58Yi8xHvwDg83HM9Jv87zimic9v+2547rjv3nZOeLwzwMo3lgdG41isEGCF/8Zd01/jTch3HJ0YMly3dWDY+LexT/7wDIQPTzGYPLPiQzScD8XK32FsfMhPkrFEkoyO9eEfDEAcxyMreh/ClGS6krOzM9v2YGZmxgSMkkaqiLNvG5lZ1InCQBHnl4Yp3AgjPcj0mq2ZmRlzggCCo6OjkT7w4MGHjXzKuAe1/nMfPpBuKpjHcazj42PTGUka2d9OkhkkUp8980R7AwwZqwCSdDpt21cADuh7GDwvdAcYkf0kyfQmsDY4RN7H65+8vsqDU8Cub0fP3nnn7ccIjppMLsYNfeBBLHofxh2gN5vNGsvkDXAcD0t+ECaRbmqLAVQRyDJ+E4lh7SruiW7Ns2EAfK7LRsiZTEaLi4sjJUVOTk50//59m5eEpOM41r1796wu0MHBgVKpYXkDvw+mZxBD0OIBP6FJ9EdsnbO4uDgShvVzw9vLcWDJ//M6R87zLAzPcXBwoFqtpnK5rDiOtby8bAs0gF6z2TSGhnsx7xCLc1+0lFdXV9rY2DCn7PV71JCiKnu1WjXG6eLiwjLhABCdTscYbxZt0jBrDZG3zxqlZMDJyYmxQQjZ5+bmDIQQ3qLm3dTUlDY2NnR0dKRvvvnGwF2tVrPSLwDfTCajZrNp5xQKBTWbTdMcMZ4mJyeNTWVDbkq3UN5hampKtVrN7Mn8/LwajYZlm87OzqpUKlk5hFRquI0OEQUKfQLw0MN5Jh9mijm3srKiw8NDNZtN07FOT09bGByG2u9/yRyOoug7G2d71pTFEwtKDs5n/GKvYN/DqM5trBTvFeKAEF9w3Mb0+uuE13ub450BVtLtAjP/u6ez+Wwc2JLGAyS/gnsdsLrtnNvODa//upWlf0/v3D1C9+eHoMrfD+OI+BbhrQdDfiXAdcJMLFgpVlRQx6xsvN6AcxGawiDwPMTYfWYRKyWezz8HTI50EzqC2WGiwViggYqiyEJnTHIf3vD/+3CY71ufMQNIYwWXSCRMeIkjxiFRT4bnZ+WG0ZFkNXS4NmFNNsumbWBABoOhbgUwSv/wDIwtauacnJxYdhHaCQA2bBVgCzrfZ2zh+ACRGC9AnmeDw/7ybBzsmTSaKYmTPD4+1vHxsW19QdthMD07xjWo9OyLIFKYkT5tt9vGunAuz8M5jA8WGT5DlBU0QAugh1iaukebm5taW1tTuVzWixcvLDMynU5rf39f7733ntbW1jQ3N6ednR09f/5cjUZDqdSwongcx6arYv5w+JA17ckcnJ+fVzqd1meffWap8pVKRY8ePVK5XP7OCt7Pc+98+Jsf+16Q7m0Wi51Go6Gvv/7atnl6/vy5isWilpaWrL34F0WRnj59qh/+8Ic2B3ydM8JUjx49snT8dHpYFbxSqZjomdAbIetKpaK5uTnLVqvVarZYg7WemZlRp9MxIEwNMgpaIt5eWFjQwsLCyGLp9PTUQNTExIQajYYmJydVrVZtsceG2fyN63/11Vdma7PZ7IiNhqlpNpuW3NBsNnV2dqaVlRXt7OwYm5XP55XJZHR2dmZV6SXZ9kbMaRYmCO93dnb03nvvKZEYivtLpZLOz8+1u7urdDqtarWqer1uc5wQOiF37BmbS7Nga7fbWllZUa1Ws2198vm8FhcXTd7BGMXe0t6Mb2zg9fW12XbGMokL2Mw4jo358wDMzw/srLexfsHnx7j//zbgddsR4o434ZA/N4wVx7hG8v/fdp6nojnogJBxGmd4xrFVPjvPH+O+F/7sY8ie7eGZbwsJhuDJf8eDRxgJ70y8Y+fe/nwGqtef8D8Oju8gJA+dk6SRFbMkyzBhmxbe12uNYJvYi5DyDBhzJif1hbwAmneBTfP75PlsRN6NsBUUt28T6Sb8B4BBv+FDrzgI3pNr+MrlvCOsIno1wBLVowGJvlozTAk/0zcwclSTJjwHMMH58Azcn8zHMBQZRTfFWLkXLAnvRt97AOXHDyt3r6liHPjQFn0bCrZh+wBSzCsMKQ6aZ2NMMw4BUFzD6/AAqryrZ2xg+vg77IUPT6IdOzw81NnZmUqlktLptJV42NvbM+dFYU369u/8nb9j2WvSUAtEOAXhORmuMLIe2IdHvz/c4Pbq6srYi4cPH1rYiBAPoUPP3HJtFlTeOfjx4TVa3vngMC8vL3VwcGD6u263q9XVVT18+NAAKHPA14Ta3NzU+vq6zSNCfszFarWqu3fv6qc//akt2vb3902Dhf5IkiWDzMzMqN1u65e//KW63a4qlYqiKDLRuM9yOzo60uzsrI6OjmxHAeZkq9WycZjP5/XixQsL+bdaLcXxcJssmPXvf//7Oj8/15MnT6yY6OTkpF69emUFMhGk5/N5tdttA12rq6vGApEognYplUopk8kYEES7COvcarW0vLysdrttWtL19XWba4T4KTvCRtPPnz/X1NSUPvzwQx0cHFjR5729PRsfjAnsLAuVZrOpWq1m9QFh54lk1Gq1kUxjQu3e3/R6PUVRpPn5+ZE9FDmXkheUcfAMFnIAvxj2Gk2O0D9xbki0MB7CIwRatxEitwGmEAOEkajweGeA1bgQnmd3PJDyq+kQtUqjdKFnnTzAuu1z/1mo2/HHOBA17lyfEYfDwLCPY6/G3WtcZ/uO9eDttg732XEYJA8QeA+/OpBuNiv24A2D6UMJpOOen5+baB2gc3FxYfvjSRrJNEQ3AzDC6MzPzxv4gv1AGAmdz0qONiQMmclklM1mLcMQhsSv3skqAhSk02lbvV5dXZnmgvv7diZsAdvjM90oDEqtJC8YB3x6Bo1r+pIDhEPRhFC0kF3tfbiX9gS4cp4P3YWhYfosBDmc68cgnyPMBfwydgA3cRyPVIgfDIaiVoAl4yks/0D7EL7jIJsplRpmTBFmwZiTbYrDAOD58BhJDgj7GYvcW5JWV1cVRZFtdZJIJJTP53X//n1J0h/90R/p4uLCwl3T09MmcPfjXxpuqUMhXdLepeG2RYlEwjSD0qih95XBAWEIr+/du6coisxJttttK4q5tLRkoUHP3DPvfIjah1o4OJ997bA/uVzOFkuFQsF0Y7B6jBEKel5eXmpvb882DKafYTOvr68tY5ZQFuAHgER27fe//337O+/tFy6zs7OWkYYDZlzgyFOplG1fRZKILytDiPbf/tt/a4D3wYMHqtVqarVaFnaDBWKsz8zM6JtvvrHNnrknG0qXy2WzY4yndDqt5eVlFYtF/fSnPx3JBmYOsiCpVqv2PrTX4eGhksmkVlZWDCBSIuLOnTuq1Wp2TVj8dDpte1FiAwuFgqIossSL+fl5S0jCDjEPJyYmVCqVVKvVLJzIghGxP8w+iz+E954BZzFGSQk2Zz44OLAFFYsb7CDj00szPBjyMoUQB/DzbdGicQTJuP/9/Ljt+HPHWHH4Bw9BBH8fFyv1K8IQQPmVXKhVCoHWuJVlyHKF9w6f/7YODjUQXrPiQd7bXItr0C4+FOAPnL9041QIIYXx7DBkyGcYDSaDF9MmEglzguwUj8Hn/uihYD0ofAeTAOi4vr627S9YNU9MTIxsHuzbzmclwq5QWwaWxANwn/bvmR1Cn764JgCK63o2BFBHKI92w4F4YEEbYOS5LgUAeR40ImSRUZaAbSR4d4xyuNLzgm7vWDG8CM9pl3CceG1VqHWgDxkXhLH4ji+GSOgpDEf7NuQeOCjPGGKUWUV7VsWHk/mceyKqlWTghGdCwPsX/+Jf1OXlpWmupCGDiq6EPlxfX9fv/d7v2f5/Kysrxr6Nm6e8U7lcVrlc1uHhoV68eGFb6HDwXdqj3W5bFXeeh/CvNAR/7AhQLBaNzWJrEg+qvC2gzWFfPUvpQ0xeM4YjR6DPHoD0L/2VTA5rfuG8r6+v9Ytf/EIff/yxJiYm1G63DdBKUqlUshIHhEqxLdSN8nuBwvYMBsPCooA9FkOTk5MWRms0Gpbxl8vlLOzO3KYeEqDIh9pZpD158kRra2uSZBsJU9ep0+loYWFBpVJJP/jBD/T48WO9evXKsgQfPHigp0+fan9/X4nEsASEZ4hhP1lAUTiT+cScxh4Rss7n85bhyPZagFUvSmfsplIpLS8vK45jHRwcKJfL2ebgADL6myKqfs6wKMAOMY4Aydh2Fi6DwUDFYtH2c2R7HK7HWE6n01bh3TOuoW9mbDKm/aKZxbGfQ/zzDBrX8P+/7gj97Lifw+N1/pjjnQVW0ttn+8VxPBYY3cZchbqE8Lsct30+rlF9x/pzxoEwD3xwSq+7fggWxw0G2Ig3dTjncj3YByqA+wNGI3w2RMKsDr3WCKYKY+EnhHfSTCSMZyqVGtnzjeeEyZGGqc1eCyZpJHQWx7GFnzydzCqeUAaAAf0YAMRXjoalg+WAFaK9eU+/wuI+XJewHdtXAD4xSuyn58cNK2i0D2i1AGceFMGslUolM8is5n0mVAjG/Dvg5H0I0QMq/vffQbDvKXwMNXV5EonECBPlAZUke8bj42PTWMC0MCcLhYJarZa1oXeIjAPalDo7PuMyl8uNaAgBz+hvJNkm4IzRq6sr7ezsqFgsam9vTysrK/qd3/kdRVFkAB/h9DimHAfFPa+vh3sUEsplPF5fX2tra0szMzOqVCoGbtD3hW21urpqoRMfkvcZU2h7zs/PTQ8FM+A3CA8lA4xxKpifn59rfn5e6+vrBqDpQ7+HKCxmpVIxsLu1taXHjx9bQkkmk7Gtfq6vry1zFqA/PT1t7c/1KWJ7dHRkGiyAFkwXAn8WE9KQEaaS+cLCgrG2Jycn2traUhRFVsx1MBjo+9//vi4vL/WrX/1KP/7xjzUzM6NGo6HFxUUlk0k9ffpU5XJZqdRwy6bl5WVtbGzo5ORER0dHmpqa0v7+vvb39y3c+eWXX1ohUUKm+/v7Jm/w1c9hibDrLCRZmErDPRiJBOTzeWOcvBa13+/r4cOH2tvbM1acTa1TqZQ9TxRFlgTTbDZtQUv7JhIJNZtNs4G+bEMURZaMw9z3DL3XWbKgpPZXu91WoVDQycnJSHak/x7zh8WUT3Lxf8e2hIvZUJ91G064jZ3y59yGM8LzXne8E8DKgyfPCoXASvqulsoDJ7869g3oAUnYICFYCWO7tyHa8G+3heBCKjP8rkfhoS7L06O+bfxn/t7h87Cy5MBJesaA68IK+K1KuIZvE4BWeH+cNM7Wa6Q8eMSxh2FWVp7lcnlE3EgGCatHDArPTf0njLzXBaGv8Q7fi4UZMzAb/A0HiTHBmPn7UrjQC+B5L+hznvvq6kqPHj3S1taWMTGEGgnbLS0tWe2d8/Nzra2taXt7W4nEsGAi+xBSGJVVLStzD6B86NGPLUABoNCvSOl32iZkw2B+QraQvwMyQ2YviiLLzPOaKMJKfCeXy1kIhrF0eHhoQJ5rhUkN0k05DAw1Gjd/L4T+6XRaL168sOf2mYmM0dXVVa2srOjjjz+2cUHIizR8D1BvWxjNzMzoRz/6ke0igLNgXqItmpqaskxZH/L0825hYeE7IWmvAT05OdGTJ0/sfdGzADwBueE4lmThuOXlZbveo0ePbMGBXggQ4O9NskG5XFYmk9GzZ88sLHZ0dKRnz55pa2vLtiGC9dnf39fp6an29vZsPOLsz8/P1Wg0NDc3ZyCj2WyOSAmYJ2z8nUwmbX88GKp8Pm+MEeVQqITO/KxUKvr00081GAwsa+/i4kLValWNRkOSzO6QBNJoNCx5IooiE58zjpAhXF1dKZPJ6PT01DLxKODp7SlAkbDd/Py8icO3t7dVKpXU7/dN1P7y5UsbX1E0rA/V6XSsECcMKXq9dDqtjY0NHR8fWyHVZrOpu3fvqtVq2a4IhPro20wmY/o+5hIZhujDqtWqms2mAd/JyUm1Wi1bSACAYNaoP4gtwT6HpT98go0HU4zpUGvFEZIDXG8ckHobEmLcNd7me+8EsJJGQ3z8H4KqcYBKGgVHIWvFMS506I3/OFDG4TtunHjOPyM/AzxCEOTPve0dfIjEH96Qhu/q//eMlH9unovBF7JcnnHyKwAP8GCpWCkz8DnHi9z983vdR/gerMIvLi60v79vYtE4ji09GF0NDiiVSqlSqVg4BNDGfVmF46T9s6ZSKRPNSrIVvQetADsfLsEI+hAboUjYqSi6EdFPT0+rWCzq4uLCwEUymbQMJulmHzyq3FO6ApYAvQYrSs9WLC8vj+yBB7OTSCTMceBkcYa0vafb/XgAJLMVRqvV0sTEhFZWVsyRwVowPtDD+AxNwAgsGX1MeDOTyVgfc+9isWjGmQzQcM7Q137sAphhixhb09PTarVamp6etuKI6F5SqZTy+byxYFNTU1pdXdXHH39s4N7f24dtYeHQ/HgGyx8wvnEcm/7ELyqy2aza7bal1jM2PYD0CyNfSd4vPKNoGKarVqv64z/+Y5und+/eVSKRUKPRsP0+w2dkyx70Pb4vaet6vW7tSLukUjf7YHqQ+eDBAw0GA/385z/X8+fPbYxRZuTRo0dqNpt69eqVgSbmODoqRPkU/aWCOP0Gq5VMJlUoFAwgS7IMVDbWbrVaNrfOzs5sQ+ypqSktLy+b2Ht3d1dzc3PK5XJaXV3V7u6u1tbW1Gg0rLDp5uamSqWS9vb2dHR0ZGUJGNdol9hzELsAo4rgHY2XB0jn5+cqlUpqt9vG5hHeOzk50fr6uiYnJ1Wr1XR4eGi2gYUEDPfu7q6J+B88eGCVzhlTcRxrYWHBgBy2jAUGzCSh3na7bQs3GFWY4cHgZv9BFmawWzBh3JPwImUsYKAZw9guzy57H+XlGeMOxl/oN/289Od4n/mmyFiIG/5cASuO2yi2EIyM+8ffQwAWHuF3bjt8B3B4Q8c5YUf61Sbanv9PjnHX8IMk/MwLtH2483X/++sQtiNUN05kjwFhsPN8kkaAE8beh2Koqi3dhDEQsGOMqP1CFWzCKvRXMpnU2traSH0gjArAhuf1G0YTjpucnNT8/PxIwUpWY35cANJw1IA1MiQRjAKYCI9y/1wuZ7V9WOli5AAosIRe85VOp1UqlbS9vW1Ay7dpJpOxmj4YqkQiYVlJGEDSyylTgfHid0/je8AJgPRgmXaC2Ri3YOFvvoI7/cw1mDustM/Pz7W4uKg4jrW/v2+CYxgowrPJ5LDEBeEf7ssChH3hpCGz8+Mf/1hPnjxRv9+3Ap+Hh4eW6ebBDto93uEnP/mJfud3fkfVatXmEWOCcXJ+fq6FhQUDA+MOP0/Zrw4NH2OAkgFkDyIw5r44uHCOSzLWkr5KJpNaXV3V97//ff3Zn/2ZvvrqK925c0fScCeERCJhzplQTqvV0szMjAqFgomQvSAfofHu7q4ymYwBbmwe48OD3mQyqcnJSWNIADqZTEbr6+s6OzvTq1evtL6+riiKbGNjkjY47ty5oxcvXti86Xa7lsxyenpqAOnOnTtaW1sbCQdms1kDVS9evDDWDntDuPzk5GTEXpDsAMvEHCuVSrZAoXAr857FGYwRCwYScWDXKKVCnTZAZDabtYUbYWnYd181/tmzZyoWi8aU0a4sftgNg1AyZUOOjo60vr5uY525XygUjKlmQXR8fKzd3V1LoshkMlpeXrYCvl4WgC9ot9uqVCpWLgPgSDYgEYxWq2XJHyw+GeODwWBEhuEPn4XtF8k+OjHOn40DRiHI8n1/G+4I5/PbHm8EVlEUTUn6N5Imvz3/v47j+H8VRdFdSf9UUkHSzyT9x3EcX0ZRNCnpn0j6LUktSf9hHMev3uZhwoYJgUAIiMJwkj/3trBg+Jl7T0k34CDsgBD1jmknA1XSd1kj//1wdRsCuPA7497T/xyGRgAzPA/P74Xavn39s/pJ40GUX0H4a/nNkscxff6afAajQ6gM4MU1CDmQSeiNPbVlyAoEmLBHFw6b0AcOmknLPoAYWoASzhZQSZ/4gp+8CxQ1bJYfV7Amq6urpo1iRe/Df4AsVoEzMzMqlUq2HyGrTLIAK5WKqtWqMVjoyHxdrGQyaRmZZBrBWiFqj6LIwjJsw4G4GWcZZjPSJmhc6C9Wov67Pvzs5zJtlE6nlc/nLayJ1ooMsX6/r3K5bNW3vcYN8MGKPZkcbmxMYUjKJvR6PX366aeK49hYCrR6a2trSqVS2tzc1GAwsG2cANAnJyf6V//qX+lHP/qRVRTnXWBIMPC3gSrO56BYI/ogQriMLxhaNHVePxg6Ct+O9BVz5+DgQNvb23r8+LHee+89u0c6ndbz58/17NkzPXr0SOvr67YHYRzH5ly9DqvfHy3eWywWLVQehvolWSFNQMzc3Jw+/fRT21OPfeR6vZ5arZZarZa2t7ctwYQ5kE6n1Wq1TABOOAspAKCD+lFsUA0wloYO+OzsTJubm7ZAJEmmWCyqWq3a9b1Oi50ltra2DLiwYPjkk0/08uVLC0GWy2Vls1lb/Pi5wYbta2trevXqlbGMGxsb+vrrr43NXVtbU71eNztIuDKRSFjtJzSGg8FA9Xp9JJoB0wljlM1mtbS0ZOMdxvfly5cmXcC+sm0PCxLmMoyWNASLq6urKhaLevHihRYWFmxR4BOdCNNGUWR1y8hqxJf458GH+ExsQoLMK6+fTCQSI9np/hqhzxkXQRr3u59T43DHOAb6NznehrG6kPTX4jg+jqIoLemPoij67yT9zyT97+M4/qdRFP2fJP2nkv7Lb//vxHF8P4qi/0jS/1bSf/imm9xGvUmvZ6nCBgiZnNuAVail4nNPs4c6h3FoWPoua+W/Nw6Q+Wf3Qm4PdMLvh8CMn0NNkH8ef51xgHWcLsx/h9UnKyr+7q/FrvGeLQsPvo9B9gJ39Et+VQLrcXp6qt3dXUtjl2T7AqLFODw8tOzCKIqMFYOFAVgAsBDOSjJgwee0c7/fHwlD+c1HWUkS+qPEACFSwiOwAZ5RQ5xKm2I4CG3u7e2p3++bjoqSFLlcThMTEyZMRtOCY8bI8SyJRMLCcWdnZ/aO5+fnOjs7s7ENQGC8eJ0c/9Pv0P+MpXBuMDYwrnzfayUY73Ecq1wuq9vtmjNkHuRyOaukjYPinXDeKysrmpiYUKvV0urqqpLJpDY3N23rjYuLC21vb2t1dVX1el35fN40MBRolGSOiNDs9va2gZWDgwNVq1VjSca9Jwzv6xZdcRybdieKhhXlCb/EcWwMBiCddgKghsbdL/QmJyfV6/X04sULvXz5UolEQp9++ulIZXlJVjF8Z2dHh4eHBloBQn6hlEgkDOgSnqf6edgOOGN+Zg7wjDMzM7YNDPYChnBhYUFffvmlzbPr62tz9sxfwKgH77CZjKvp6Wnt7OxY5iDC7EKhoPn5eR0dHZmuhwSHXC5nhUMTiYRtZry0tGQCc1iglZUVDQYDPX361MJ77GXIwoOf5+fnjX2FqczlcqYhRANFEs7V1ZVp0yihMT09bTtaNJtNnZyc2H6px8fHltUIc4ooPZ1OWwV5AN7h4aGKxaIGg4FVeEffSQjYb4eFOB3ZQBRFVpeKRJlQE0wf+WxhNFXeZsZxbNt0Ud8Pu+R9FPpM7BIAa5zvZh541nQcYBqHLUJfOO78cDETki2vO94IrOLh1fEy6W//xZL+mqT/4bef/2NJ/2sNgdXf+/ZnSfqvJf0foiiK4jdwbeP+PA4ghS/Jd287J/xMGq+ZCoEB1wwF4P7etwEUD/jCmLC/1jimaRyQ42fPiIXv4jP0PMDC4IWgkfsxSf1zhu1FWMizSv4ZMX6vG2xhm7Hi9aG0sI9SqdRINlK4lQmCSXQvPuwHmwM7xcqSPd4AW4RRcOyIVD0r5UNxcRzbdhWsHpPJ4WbQCEYxWqy0Ec/TlrB8OFc2cuV6sFbZbNa0TpJsc1Qck9cT0c9otnCcjF/6ifGHQ8RB+zEzOTlpQm0YsYODg5G6NLBitDUgzDOc1LnxYTD6DjBcrVYtFIrhL5VKlsWFcYX1SCSG+6gVCgUbD1NTUzo4OLDrweLs7u4qmUxqe3vbxg9V0BcXF7W6umqsJVl08/PztumxD5PSNjAFgA9CazgA5h/9wZwBJPv6VyyI/DwPw3E+7AF7NzU1ZZluzWZT6XRaa2trevz4sbGiCLbn5uYURZE++OAD+zuOF/sEoxPHsW14LMkAPuyoDzseHh7q888/16effmrO2TPDZBP6OQ14pyL9N998Y5ljlEfJ5/PKZrN2X0AFc8LbE8Jw09PTajabmp+fV6FQUKPR0MuXL21j4mKxaKJr6oIRDjs7O1M+n1ccx1bZnDA8W0sxTykiK0nFYlH9ft+20mKz7FqtplwuZyUbVldXbQGKncTmsV3R5uam7etHeC+KImPLACJRFKnT6Vgdq6mpKUtqmZubsy2ffOHYdrttmi7mKpmxh4eHVoyVTZO73a4xVthHiokyT1mkMUbpY3xTs9m0ee/9L+OMOYN9kobarEqlYgVeGff4MC9493bX39fPUY7byBCvIQ4Blj9/HN7gO6873kpjFUVRUsNw331J/0dJzyUdxnFMhckdScvf/rwsafvbm/ejKDrSMFzYDK75DyT9A2m0hkX4UqHGYJx2yL/0m0BVeISrsDchUQ4Gzrjfw04K7xUyTHwWDopx9/SDAKcjaURAyt8Y2D527dsOQ+dX4OMOL2r31/FOGxGwB5U4F98OIVvIBOH/TCajhYUFM+4wDRglSVanis1HCaPQ1zg8tEWSlM/nbTuViYkJM2DUlKItWS3DIPAP5wKwAfhNTU2pWCwakIF9g76O43iEEZNk+o25ubmRkA4C7pmZGQvPwLidnZ2ZKHV+fl4LCwu2/Q3Py329E+IzxKUI8KvVqtWeARBBxVOrCd0GmX58F2AK4Ivj2LbNIATJahTHxEoVR1ev15VKpbS2tqZ2u61araZHjx7p4OBAURSZxg6g8sMf/lBRFOnVq1fWj5K0srKib775Rv1+3zbk5WcE8DBhvDOhOOnGIRYKBS0tLRlIog29WJv/CT3CUAIg0eD5KvETExNWj8hnHtJuoS2jijU1h/xiaH9/XwcHB8bmTUxM6NGjRxoMBiqXyyMV9qkXRVkAtEIe8LBxbqlUUhzHJupm7lKFG1ZRkoXO2Urmq6++0g9+8APLwgWY+4UIC1TYkHQ6rfv37+vv/t2/q3/xL/6FsWiE7ebm5lQqlfTy5UsLPTGGCRkhYkdnuLq6aoslxvne3p7NH7L5GPtk4/LOLEpPT09tPlNzjt0SCHO9//772t/fV7vd1tTUlO7fv291rag3l8/nVSqVjAnKZrM6Pj7W4uKiOp2ObXNTKpU0MzOjvb09sym+lphPOLi6ujKbl8vlDMxi077//e/rT//0T20h2W63raZesVjUy5cvbVyQacjuFNjyQqGgXq9noVaSCRhDYbKLt+23+UBC3ABhX8yUa7EoRPwOe0s7+LIU44gMT04wx5g34XfGERbh4f0V54SRpdcdbwWs4ji+lvRRFEVZSf9M0uO3+d4brvkPJf1DSUqn0yOE1uvYJ3+EwOQ2dPm6Yxw69T97ICd9F1DdxiSNQ7jj2C+uyTmEiLhGeF3PNt0m3gPR89k4CnMckANkhffDwGMwocClmxAODtxrdqDr/TP69gFgAoyI/edyOZvUhAUBKt458S44cHRTGCjaGtBG5V9CCNIN8KCteQdqVvn2xkgj1jw8PLRslmQyacXzcIrUA2LVjVgcyp2aM4QAJiaGmwHzcyKR0NHRkYU9EZTOz8+rVquN6FMIgfLOZFJxnUwmY+8ryYANY4ByFLy7JAtZ4tgASIjv/RiJomHF7kwmYwAVIwwgLZVKmpycVLFY1OzsrBYWFtRoNNTr9bS+vq6TkxPlcjk9f/7cxPfFYlH5fN40JDghGI1EIqHNzU2l02nTpXBvQn3T09MjGV7FYlGZTEaVSkX379+3lbwfk1NTU+p2u2o2mwbMYLG4FxvywnJF0bAsAOwDmiXYO9qW+zDe0KsRPgFQMvbOzs7sXvv7+0qlUlpfX9fCwoL+5E/+RNVq1UoLcL9kclhfCpE6GWgUwSTxQpL29vYsJBraQ4qANhoNm2/X19e279/XX3+tDz/80EJtzHsYUhyzZ7WxGe+99556vZ7+4A/+wBYZnU5HT58+tTmRzWZ1dHSkw8NDZbNZDQY3hU3jODb2LooiE+GjU0IMzxyBGaOyu7/+7OysisWiMd8HBwe27U6/39fy8rJevXqlXq+nX/3qV5b122w29cknn5gtoMDv/fv3tb+/ryiKtLCwoFarZQwiW3OxKTXjOJFI6OXLl1bpP5vNqtPpWGYhtgvW11e5l2SV0tGMUROr2+3a3oTM23a7rX6/b0VGse37+/vGZhUKBQubUs3day+9LafP4zg2e+UXppLse/gLNo1mgY8uC9E+mjp8IvPlNmwQLtpDTOFZqnHnhMc47DEOK4w7fqOswDiOD6Mo+leSfltSNoqi1Les1Yqk3W9P25W0KmkniqKUpAUNRexvddzWSB6F+s/e1DBvaoA3xUtvAzbjwFQIwMY9N7qTMETo0bUXRHN4RB4eGBkAhQcVfiCMY8/4GaDmWalx/YBxDNktH67wIUneydO2PobuV4bUMdrb21OpVNLCwoJth4MQEiA0OTlpmgKey2tXmEiADb/dDYbCvyOrQ0mWzcKKUBpWv0YbARhiU+CLiwtzVAAmgNj19XCzU1ZtrKphMNj7q1AoWDVtwhCsHAFbGEDuw+84ievrayvqB6PFRtC8qx8v9IcPFUP1Y/y4h3RTtNSDZUJHicRQcPvw4UPt7+/rF7/4hZLJpBWcpDggq/HBYKDd3V1r+52dHU1MTBgjNz09raWlJQOtrHiXlpZ0cXGhTCajw8NDM8QnJyeq1+u6e/eujYPHjx8bQELfBlC7e/eutTmZqN1uV+Vy+TtCXBxNFEWWHAAThTYOQS+hGNoPsHN9fW3sGWOUNmUspNNpZTKZkWSAWq2mV69emb2J41iFQkH1el2//OUvVSqV9N57742Ec0PW+JtvvrFSE2tra9rf39fOzo4BE7ZcuW3xSviy1WrZZzBGMHpoj7wkAD0i7xw6wziO9eGHH+oP/uAP9OLFC9MJAQYymczI9lSE8gFW1LArFouSZNls5XJZnU7HsjcJFcOGFAoFax82kb+8vNTdu3dVr9dVqVRMj7e7u2tSCWwXNZ8A/hSU7fV6xnRihwFCmUxGuVxOu7u7Nv8AgVy30+koiiKr90T4EJBEogWCcULLjUZDlUrFtkZi/LKAg8FCN8b9C4WCut2u2atMJqN8Pm/FhRcWFkxfxb6ElH3B37CI9to6NKe8l08SglGHjcK3ENYEaPpdHbyt8mPHj1H/v1+UhPqrfx/H21znbbICS5KuvgVV05L+poaC9H8l6b+vYWbg35f033z7lf/229//X9/+/Q9H6KjXPOw4psr/bdyL0XCvY7PCY5w4XLqd3QmZC39++LM3gP5d3gTgxh0enIRHOFgwxPwbl+bur8kRik/9+wJ+vJgxvF4Y0vQMno+Dc67/ndUtz4kQ++TkRAcHB7Yqo0Af9VZwbAi/z87ODORAGwMKWO0AaC8uLoy58uDKhyPREaFHSSQSFpryYAZQxQoUEEDpCFZviKcJt/B32g5wgf6KhAB2lmffMZwYBpyxSPiC4og4ajJ+PGj2acr+d89ewchEUWTvRrYaDB2OfHV1VblcTtvb27q6urL/8/m8tTtAkjZADwX7w3YlvV7P6jHl83mVy2UD0mzAi4OF4SQkmc/ndXp6qvfee097e3tWNRzA4sfP8vKycrnciAZMknZ2drS5uWl78JFxhaMj/b9arVpCQSaT0crKinZ2dkxHBYimX9HYMa581qVfDEk3ZRQAVV999ZUtKNhL7+joSAcHB/qd3/kdLS8vf6c+Fe+DQ0wmk9ra2jLnxVYwpVJJ9+7dM+Ac2hdve2ZnZw0gA54AuGTKff311/re975n49rrVkMmgc9nZmb0ySefGDi9uLiwrU/ov/n5eWMteTfGFHvXEbYEfORyOWOouB/gnPlBGJeFz6tXrxRFkXZ3dw3oAEb29vasbwErExMTqlQqqtfr2t/ftzBUIpHQzs6O2ZBOp2O2FRtCOIy5cnp6ajpLrk97wPhOTU3pzp07tsUOi04WmltbW2o0GqapgjUknEp7Hh0dKZVK6e7du2YXEolhwgttxBxH10nYlUUcC1rmFyAS+w6oxm6waPP+2icyMfb94p72BFwR8vR+KgR5/mBx7f8Px3bIRPnvjvvZf/91x9swVouS/nE01FklJP1XcRz/36MoeiLpn0ZR9L+R9AtJ/+jb8/+RpP9zFEXPJLUl/UdvcY+3BlXjqL5xAOZtQcw4Buxt2DGvdwoBmNcT+M85PMPEtf19+NwzV57p8c8ehvdA/ACJcYJ235bj7u2rcGPwPQDyAzi8Lu3ERPATCQfi3x/jy8/UySE9l2fx35dkTAz0OMCDa2GMSO/HMPGsgCZ+p8/Yh43fCQmiOQDQABIBbhgVjDXhKF+TC7H39PS07RqfyWSMCWMvxPX1dRPOEkLhnp7mx8EhNh0MBma0AcoIy+m/MPuL9qMtYNkYX7lczkI8pLxfX1+bzqtUKhmTQEYX32XV6dnatbU1C7OUy2Xrl0wmo1qtpt///d+3dPu9vT1ls1mVy2XL5uz1era9y+eff25M0eTkpH74wx/qo48+0g9/+EN9+eWXI8VdcYQrKyuqVqsGxBHbo2k7OTnR5uamcrmchfcQcQP0Dg8PdXh4aKGkubk5PXjwQMfHxyMZUp6VItGAcTtO80ERSZzAwsKC7t69q4uLC62srGhhYcHE3nfv3h3RHFFBGzDd7/e1u7trYaTFxUUlEgmr9L64uKgHDx4YaEMP5m0Zz8ncpn7TycmJlpeXdXx8rHv37tn2KThLvu/tHSCI656fn9v2KR9//LH+9E//VEdHRyoWi9rY2NDTp0+trhO17nxoyIek+OzFixdWFJVxio6HrGBJthi7urqy8PH19bUt4GB9qA5fLpdH6t41Gg0Dlb7kCeEygKVnX+J4KI4HfMM4wUaj+UQXNzExYUkGzFVC22RDA8yRIJAgQ8YyLDxzPJ/P2wbIzGs29sYmEBqlACnhWcYv78K8gUkLpQFIL+L4ZhNn3gXQ7dvHi9IZv1wL++XHlg8P4h9Cptb7o9siPq/DCa/725u4orfJCvxc0sdjPn8h6dMxn59L+h+86brhwYuPC/99e92xwMszRf47tzE9HDSwv5+/ZngNb2gADp7F8oDC/+Pz23RZt4U7w8/9NTzr87rOx6nglHHQDOCwLf05HL5fwmdicIf9Eb4XIATD6oX24bsBsHx6tKSRDCzAhq8DRSzfi2YHg4HVHfJtF8c3RRvjODbQAGijPz1AoU4WLBXPF0XRCKDgM38/Mm54ZkKR9+/ftzR/tvFgP7DHjx8rkUhYJeb19XW9evXKwA1hKIqVFgoFq5L8+PFjE4TTb3EcW4ozgMIbfdrNXxMARXsCCr0eiexMQiCsolOplAmEpaEzW1tbs9Dh0tKS9UO73dYHH3xgTuLk5EQrKyva2toy0Dk/P28lKACVjx49UrfbVa1W0/Lysv723/7btu/eycmJXrx4YeB6dnZW5XLZhMl+dc3eb/QZYu69vT1jSxhHOFK2EWm1Wvrwww9HCnyGmilfhwumxwu86SNW7MyPdDqtlZUVc0SAL/bPOz4+trIQlBggtIvWh/AODAUgslQqmV6JZwtrUzGPmQ+pVEqlUsnA4d/8m3/T5t7h4aEePHhgYN/bznq9rn/5L/+lfv/3f9+KbQJCTk5O9PDhQxN1U4MJRoothPL5vImxYUEoccDCgFIG2BpfVgVgRFgKxrPT6Vj9OPonjmPTQ05PT+vVq1eqVCqamJgwPRf9BFuG9hEBNqVPrq6GuwwcHBwY+CLUCEM7Pz9vW+BQCoE2JOP45OREp6enevLkiaRhCY2vvvpK3W5Xs7OzI5m28/PztrcphWyvrq7UbDYVx7HpLdvttpWFgene3983LRsMlvcBJK9QVgGbCTDyY8cn/TB2/UKR5+J87zcAVl7SMs7P8N3bfHZ4hKDLHyGREh5v+rs/3pnK66+j3vjsNrCEcQrpvnGU3W00XsgIefDD7/7nkIUa99ltn9/GrIVgjPfyA8WHtcYhc2+EpVH9FN9jFROG6WiHcZmY/O+fKQREtCF/88LzENyEfQmAkWSAzYf70KUgyGan+yiKRrZs4R4YRcTCnrE5OTkxKh5nsrCwYBk2ZMfh6H1GXRRFVjWdVR3btfC+sAi0M4J8mKZqtaqdnR29evXKnEA6nbasGUlW0qHZbGplZUWtVkudTkeLi4tWf+f09FTHx8fKZDLqdruK41j37t0zZ05fUgiS+YHTgDkA6KHNyGazBhB9VmcikbAwAatmRLC0LatehLLU2SkUCvroo49Mj8J2MO+//76ur6+1vb2tiYkJ1Wo1lctlPX/+XN1uV4VCQcViUdPT03ry5IlpuTKZjIVmWGH7Z15bW9PJyYm63a6Wl5ctpAdoYaz2+30Dr4xT2n5jY0Orq6sjWZ3JZFLFYlELCwsql8sjAl3YHwDnq1evrC0BmKenp2o0GlpZWbEx6R0SrCx9wxi9vLw0IXO5XDZw1+v1LDweRZGFbgAbZJGtra1pd3dX6XRai4uLxlRQhNcX+qW/vT6M56TdWOgw399//32bS6FNgzn7/PPP9df+2l+zdwLopVIpfe9739Pz5881GAyTP/b39yXdbO4NoGURwPuRmXd5ealWq6VaraaPPvpI6XTaymJks1lbJB0cHOjOnTuKoshCo6enp7bfKMVzp6amVCqV9PXXX5ve6/r62liqmZkZLS0taXd318L7jIN0Om3bxbBAo7r/xMSEyuWy4jjWq1evzDZIsp0m5ubm7L2km7IsnU5H3W5XKysrev78uQF3CtASKpuYmLB6XRQehfFlYUmxYYD1xMSEHjx4oK2tLZtTLI4ODw9HdocgdIxtoD2QCrB4ohwOfsmfH8exjo6ObPcB+oexA+MWZph6FpifmcceI4wDV6G/DM8Nx64//PXeBKqkdwRY+VCWBxu3ASx/hKEt6fXK/dtAlf+bZ6L4HVTM7+NAVHj924CPX6V6HdW4695GdfrsQX8/D37GgVWfKusz6UKmLxTXexYLAOOp2PB/0q/9fX3qOM9IezKRMOie4YLixhGR5g6DBOBkewiynVitsXqHLvfZdHNzc7bqjqLI9C2+yjQGkxUaRR2pvQRQ8SwWYShqvnQ6HdsChTIJ0k0YA50Khrjb7ero6EiFQsG0UMvLy+p2u+ZkJicn9eDBA+3t7Zkwt9vt2n5n+/v79uy+7hb94DVWs7OzWl9fN6aFfllcXLQVN4YYESuAg8wiGKooirS1tWXb7HS7XWWzWX311Vcj2aWMIconkPZNu6AbOzk50ddff60oGm42/LOf/Uz5fF6PHj0aMfR/9Ed/ZHWVUqmUPvjgA0VRZGU3yJJia5FEImFOA3CMzqVcLpuIOpfLWbvB6sKC+DRwwtdRFBl7uLOzY1oTQPb8/Lw5QcYlc4FVPWOUOQYABMyQOYpTgt1EkwMDW6lUJA3ZiYmJCc3Pz9ucARSPS6bxdsA7E9qQUKqfl6H9490+//xzDQYDY4m93ZicnNRPfvITHRwcjIB4WKF8Pm/sVS6Xsw1+o2i4hyHtMjU1ZRs/t1ot6yMKkLIgY4FC+ArdZSKRMGG2JKt9FkWRqtWq2QjYHmnIwlJKg+w59tJksYEdgbXs9/t68eLFSAYweiRCtjs7OxoMhpXWfdV+Ei3IqDs/PzeZAYspMvJYWLGfYSaT0e7urrHdZComEgktLy+bxozxyZxBPI+9YTwwF9BvwWKxSGRccSCXwI/6BQ72Nky0CX0F4zxMlKKfQv8f/h+G4JkHPuLkzw9/Hje+bzveCWAlvR2o8ueGR0hDjvtbGP4Lz4PR8cc4Vir8fByTFrI94f08qLrtnV5HWWJ4vEELr3dbO/Fd6Qb5sxJk4Ib34vl9jByD5J/DZ3GgbfDf4/phO4Z9T8gKlgRDgaFE5OtZIahrmCOyBonhwz5xTdJ7JY3olzh8sVBCRxg2Uu+jKLKMRQ8k0avs7e1JkrEWc3NzOjk50cbGxsjGzNyfyT89PW1p9/1+3zLcPvvsM/X7fbvO119/bXoSigT6WjCeVeAfGZhTU1PGpKHBIKTAe7KB8enpqUqlkl68eGGMHaGqXq+nRqNh6e1nZ2f2+fLysmZnZ/Xo0SPrA4xoOj3csuOrr77S2dmZZeTNzs5qYmK4P9zOzo4+/PBD7e3tWUhwaWlJS0tLNq488P2TP/kT/e7v/q6BIT+eWPniAGAQcbiwoD5xgW1dqBvk5xklAcjGYq+1TqejQqGg+/fvW2X0r7/+Wnfu3DHQxxzw70D4pV6v2+a+2WzW9ojrdDrKZrMjGp6JiQkDt/75KTbZarVUr9etHw8ODsyZo/nDgY47YJ65H6Fsvwh9na1OJBJaXV3VZ599ZkJySaaX6vf7Wl1d1cLCgvb29mxTauYMNd/8YsvvsoCYnlpb6A3Pzs5Ml0VyR7fbteKasLmARxY6AGLsGmNrenpaJycntjceYb10Om33xpbyrIPBcJNiDwSwLzBcnU7Hwoxo5QDE7733nr7++mu12+2RLMO9vT0TjKOnnZ+ft4xBShXQrwAv2OZcLmeAiN0tmG9o97wu6sGDB6b5pE89kPIMq5cdeJ0UQMu3ObYOEDozM2PhSr/Il2TlZPy+p9i4cb5uHLga9zM+z0df/M8h+xp+dtvxzgArf3hmZtwRhtFC7U8InEIA5X8PwdY4gPQ6ZupNRsVfw4f1xl2H83xI87b7jvssDNn50KCnTf05HAxQP6B8O/F7yOpxrXAgAggGg4EZb77nQ3ecT4aWf0avDWMyMVkR0jL5JdleW/l8XrVazQr7MXmZ+GhUJI0YBiY45/r3J0uGUgvX19ffKcSJE2LyI1TleS8vL7W4uKhut2vABj0DhojVL+LPRqOhnZ0dC1/yDhhqaVihna0vJI0wdoipYW5KpZKy2ay++eYbc5KVSkU7Ozva29vT7OyslpaW9POf/9xW/NRA2t7eturIPA9gKY5jc5ypVErPnj3T2tqa/sJf+AsaDAZqt9uK41irq6taWVnRT37yE2M+VldXLb2b0ho4k2q1qnq9rmq1amHUQqFggHh2dtacLyUaEEXn83kzwH6fMt7r4ODAxOJoy5gHOECcXSKRGAFrXh9FEgKAHs3Rs2fPVCgUtLi4qL29PW1uburhw4fmFL19YsPier1uNcoYCwCMmZkZY0zITgPg5fN5K9LKpsc4q9nZWQuLeScPi+bnnLe7sMeePfDvzjl+IRWGNqMosm2GisWikslh1fYnT57ok08+UTKZtG1v/v7f//v65//8n2swGGhvb8823oahXVlZUbPZNIaWcBMLFEm2wAq3xgHAplIpq0IuDfVfzG+2y0G3dHV1ZTXPMpmMtra2LBuUMY/wHI3k5OSkhal7vZ5tAI6QG+1io9GwzL5+v69Wq2WLCvp2f39f8/Pzpu+URkOj0hBw7O3taWJiwiq/e+Ycdo6+J5N1cnLSsvxoGxgwr1kimYeFDcCVMePnSSqVslApIIrkKV+T0Gds873Dw0M7z4f+sMcsGHwWoQ8HelLAj1XPRo2LMvlxj10NI1Z+LL/t8U4Cq3FAxv8tBF6hQ+YIgY0/97bzbnuGcajYg4zbQJN/prBjQ5bGr0TD5w4BjX8WvuuPMNzm7xVqqN50+DCeD0GGbemfjXOgsCWZkNGzNKzEPBvktVps8YHeQ5JtYsxzwUrxHXRFExMTarfbBuQw4N1u17ZY8VqW+fl5zc3NaXt7e6TaNG2AYfJVtP1k9GnUU1NTVi6C0OX09LSFyAj1DAYD21QZxmdyclJHR0fa29tTPp/XzMyMnj9/rkTiJtsJkTiGEMG1JK2vr+v6eljEkb3peCY26mUMEBJLp9NWDLPVamljY8MAA2Lry8tLVSoV1Wo1M9CMvVKppHK5rP39fS0sLNi2MH/yJ3+iSqWiUqmkn//85+aM0FMlk0ndvXtXURRpf39fl5eXpqlKpVKmA6pWq8ZiUlMqlUoZ6Mlms7p3757ta/fFF1/o3r17Jjpvt9sGMur1utrttgEMNCy+PIN0szhAfxdqBCmD0e8PC0j6mk27u7vW/sViUevr62bk0aow/8hqPTs7s7BqNpu10Eu/3zddDuCZ0ArXQfPU6XRGNGE4buo/pdNp7e/va25uTqurqwaGwwWVtxd+UQYA9TbGMxAc3mF973vfM1Adx8OkAPoXh8nc+uSTT/THf/zHIw6OCvrYikKhYCHply9famdnx0L0MIfst8e2NjjvUqlkmkmyjv12SxMTEyoUClabjlB+tVrV2tqasbq+ajhAAdYNJimKhntDMneiKLLsYubyzMyM2u22lpaWTPzOoq3ZbFoWKO/N/Wq1mkUMpqenje2jZA3ZpOydODU1pUqlooODAwNEzWZT6+vrOj8/197enhYWFtTpdHRxcaF6vW4aLTSNbFyND8BuAVYZh9jqTCZjRZW3trZM+0XWImOX/Ut9UWYWCdhVb995huvraxPRh740BFPjQJUf1/gc2OMQW3Ddtz3eCWA1DnCEfw9BzzjQ4UNSHD4MNQ6V+pDabSwZHRWu3MJzwp/HsWoeBPrnDRmc8D6euvbXkTQCOm57dknfuT73DQeR/45fVfMM6HX8dW5rh+vra9OdxHFsGxPz3F7jheH2gxyn5/uOVRKpvoQCWPGwySwrP/QMZKlUKhULf8FUxXGser1uk94zUP4ZpSFLkkjc1H3BKHuBPOEkHA7v4EHZ9fW1GRycOanYGH2KaCJUp1ZWFEUqlUqmZWO1CXPBhs2svNFyEarFWb169cr0IQhQU6mUGo2GEomE9vb2VK1WbWsTQjWJxLDQ6ebmpsrlsnq9nn7xi1/od3/3dxVFQ61Xp9PR5OSknj59qrW1NdsKBGezuLhoeo6DgwPThtXrdSvoSNuziawXAUsyYfadO3fsb6ysP//8cz1+/FiZTEbFYlGtVsv2DwTs47RwtjgJvwKnIne73bawijRMMHj69KmFaO7evTuSDDEYDIzdw0GhB/ErdubFzMyM6vW6pqamVK/X9eDBA3NclUrFwoPYqkRiWJk/ioZ7HwJUCL9T8iOZTOr4+NiAaTqdtrkDoPYOM7QRPkIQOjB/jtdq+QXd7Oysfvu3f3vEIT569Mjmtt88nH326vW6tRtMFywe8wjAAPtErSvmMNo5yhfAZBE+ZaxfXl6q3W4bK4Q+0i/0dnd3VSqV9Pz5c5uD2WzWmFXehbp7jC0KAFOmg/uizQRQbmxs6Pj42PYYTKVS6nQ6ltVJHa3BYKBGo6FUKmV9u7Kyop/+9KdWCmN1dVWzs7PGhsNo0fflclnffPONLi4uDGhhzyhiS30+Fk6w07BFiM0pt1IqlSzLkTAj9pYxgQYRW+l1jUgtGNtkFjOWsKFoIBmDSCx8Egnj0Yf2bgNVjO3Qz3i9X0h0vA3AeieAlXRD2YUMz21MTdgw0nc3YPRHGLoKxZrhET6Lf0auFz5fuMrzoAng5A2Pf1ZYmXGhtpDW9O3Ac4Yg7ra/hyyeHyTjVpz+bxhGf/j39t/hnl6kzETxbBUgAQYiZAwILTFpmJA4MBwvjszroSSZE2H1z+Ql849/fBenz/lso8Kz4Ij9qh3jjg4JVguxMSnh6BaOjo5UKpXsXmyRw8a5GHZYKFZypESzgqTu0eLioqSho4dFYfNd3gt2i8+Ojo4s9IFTZEVK2GZlZUUvX75UKpXS/v6+7ctGBXNCVQhWz87ORiqUz8zM6Ne//rXm5ub0s5/9zMYRIRxCO8ViUQ8ePND+/r4+++wzc0yAT0nGOsK8JRIJFQoFra+v28bKCPsBroRIE4mhMLler1sRSWoI+fBVu9228QXwIwzH82xubur8/NyyBcnouri40K9//WtNTU2ZvokaV9LNNjA4k2azqaOjI52enurOnTs2fu/du6eTkxPTzGSzWRtrFOlkXMfxjdaE0A/6JxwbZTXiONbm5qZarZbtiRjHsVXopw08I8Bc9TaCucnY93YKpxvajtBGvv/++yOsOeNSkqrVqgECdFhs6UO9M6qqwwhjt6amprS0tKT19XVtb29rMBio1+upVCrZXKb9O52OPbNPXGExQigP9juKhiFNBPPs/YeYPpvNan9/X81m02pSFYtF2x2gVCppdnZWm5ubmpmZGdEaLi0t6fj4WKenp6aXu3fvnh49emTJGxsbG4rjWLVabQSEMO8BdLzz6uqqaaiYM9jJRCJhZS0YLyw+9/f3VSwWrZI8W05RruT4+NhAGnXfYKLQQbGQRg/HOA+fh4xFAC3jmMWf9y2+RAp+lD7z0Rm/4L+NBPFHeJ4HWoBgFseeXHkTuHrngJV0O/sjfTcU6KlrL2QLAUOoKXodM3XbOSFr9TqaMGSJfEYR3w11DW96Pg/GvAAzvJdn6AAzHvx4BB7qITjC9/Ofj2uTcWDOvzuraQwCDFi4Ag7rQPlVCz9TjA6nRaadp5JxjlQ6xjlCYbPikm70ZaRcI1im5hHPT1oxDoiwHDVwarWaGVUys37wgx/o66+/NoasXC7bXohQ5Kycz87OzOGzCud9Yc8AhUdHR5KkpaUlM4wApEQiYfuheSMIICGUyJYu1L7x2X7swUZWWT6f1/vvv29bYOCE+v2+Dg4O9OGHH5qQt9/v67333rPSCtVqVefn59rd3bWtPRKJhG0tc3h4qFevXqnRaBhQCMcY40UaOtCVlRUtLi5aaMXr9mABer2ehXNo44mJCROAs4KXhokOtCl1wfr9vprNps1VDPr5+blevHihfD5vc/f58+c6PT1VtVrVp59+OqJlYlyvrKxoe3tbkiz7qlwumxaOfoHR6PeH1dbn5+dNB0bxWvr87t27Nq55FliWOI7V6/W0s7NjjByhX7LQoihSuVy2+YmmzFfnfpNdYg4SsvFMVmgzQjvMZ5zHXpKU81heXtb5+blqtZp2d3f18ccfK5PJWJ/ATvo9Ny8vL7W+vm5JLYAggHMqlTJmBm1bMjncgNiD2EKhoOnpaTUaDVWrVZ2entpCQpIxL9PT0zo7OzNn7BMzAH4AELRWaCX7/WEldEDi4eGharWaPvnkE9MqkajT7Xat7hSLzZWVFZuHFDvt9/va2tqy+m2FQkF7e3uanJzU0tKSlUnB9qJvZDxLwzApgKrVauni4sKE7YTuGD8wU2gXAXiw5vg87DNjjb/5PTVZ6CSTSbuez7yFRaRtKJnBotn7Ox8lug1ghVEh/Ae2Ajaa6Ebop2873glgFdJ2b2KLQpB128+va4RQk+SfxTM//n4hW+WfWdJYFgxnF17HP5eP1YfsU/i9kBXyIcVxQGkck+UzkgBn/j63tYt/Z/8dH4rEmfgVhw/18R0/mTxg9W2Ik6SN+H4ymTS9FhlqrI5wKtDSTHpfhTssSkeWFIaxXC7b9WG2mMQ8E21Jhl0ikdDi4qIVByTt+p/9s3+mRCJhtaQoCUEBP5guAAyOEcYslUqZ9gKDyuotiiKrmizJKkajWaH+F+ODuka+mj2Omi1epGGBTCqN+xICm5ubWlhYMH1Vu93Wzs6OpCH4w2nMzMzo5cuX+vDDD62wIZvo8mzc4+nTp6YFCeedN3QA0Wq1qvX1dZVKJes3gIskq8HTaDTM6cJ2wt60Wi1dXl5a3SC+zz5/GHQcAfWTAJOHh4fWJ4whNHMIk1dWVmzck0BAQUucPUJr+olkCBx2v99Xp9MZAVa0DeHjcTYOR9ZoNPTq1StJsr5lHIYsMMBsc3PTMsgoeOptQHgv2oX54R0bf+d4G4eUTCat+CVhf4qIUraBeYP+iaQGwuKEksgKvr6+VrfbtfnPfJVkFdapag+rw2LKj+s4js02kDzDRteEKdmOp9/vm2SAOlYki5A1e//+fX3++edWnHVmZkatVsuAIKxZv9+3LZ8kqVwuq1QqaXd3V7lczmygz/akxALhUEJ2yAYIeVPDDpBH3Tx2mPBjjjbNZDLGeEsye1oqlVSv1zUYDDQ3N6dsNqutrS2TWwBUksmkHj16pI2NDX322Wfa2dmx0KsH3n5zajbzRhwv3TCksHUAbe/nGIOMbz8Wvd8O8YWPkPlMxrdhwaR3BFhJozWj/Opr3MS+DVD5wwM0Vrye3QlDcePo69sAFtf33/cdg7H1DsLT7P7aHniFqzx/v3HPwBFm6fh34Lvh+/k28GFLT4n65+B9/e+wSGHMGwfD775wI3of2AIPcMM29+EvGIfBYGC1XQiFDAYDM06kMQN6mHwADUIkrG4wHp5JIVwFy8WKEXG533sLVoiwCu2IABaNSC6Xs8y0er1uxfEopOkzdqIoMoPqM5sQ8lerVVUqFf3kJz+xtsIZ+jINlGRgVb28vGyp/Ofn51ZYlPYjNDkYDFQul01cTqkLWLlOp2OMFhoPSda2MGGNRkPT09OanJy0mmJkQh0eHhoLWCqVtL+/b2MHMMJ4mJ6etn0TNzY2rD8xuAjQe72e7UOIjspvXk0NM0BvLpczkbIkM9pkfDF2fZFZNiTe29tTFEUjbfnw4UNzZr/+9a9HymW8fPnSxiPjZXp62lhENDiEh2q1mm1CTZv4MMU4Zsgfg8HA2DHmEJsWM2/ZLgawS9i0UqnYeX5uersWLjKbzaaFZDnGPdtt9tpLQe7fv6+lpSV1u11tbm6q2WyqUqmoWCzq5cuXJsTGrhwcHIwsnAAZJJKwwTa/s7jpdrtaXFw0EM39B4Nh7S0A1eXlpS1qAOckpKDnwo7wblRk95m/lI0pl8s6OzvTwcGBgbByuWzjmnpyXhbAgk2SLRI2NjZMh5jL5YyJ85l6zF0AVq/Xs0xYtHd3795Vo9GwMF+pVLL2koZArt1u20bORAoSiYTu3bunvb09XV5ean9/376DDWX+0DY+JOlr18VxbGOad2SRhiYu9Okwh2jSmEfMVe93/RwaNx55Pr7H4gOwx8ItJFNuO94ZYOUdtmcnwsntkeTbrID8+Rye3QnZIA8eQkDi2SH/f/hd/zPP4OnLULcwDhT5e4Z/u+28sE28fum2IwxHcvjn92EY3244N8/gsCLxzA7P4UNVvi89I+GBMOJJDAkgDKNACi/PBmDj2tD9gAKeA21NFA0zAe/evTsySckklGSCcMALIcCDgwML40iyejq+CCPthZ6jUqmYKPyDDz7Q06dPTdORSCRULBZVr9ct5ATTwyTHyBSLRW1vb2thYcFKFGA0/YQnUwdhNQyYDx8MBkOR8+7uri4vL/WDH/xAn3/+uZ49e2Zbz5ydnVnGniTLrkTDdH5+rsXFRVuRzs3NGYUP0MXJUOmaOQ6Tkk7fbFAM48VYIyz74MEDK6FA+Qay3Q4ODkyk6wsVoiGhqCJhYg8QuC9sJo6IVTKhBlb5PCusUi6X0507dzQ/P29jfHNzU7VaTQ8ePFC5XLa2yGQyI8kP3uB7nRq1qCgDgOOAYfBHOHdhxzw4Ym7RBj7cQUJKFEVaWloamUMh80T9IuYiDi+fz9tzhQ7M2/bbWC/mI4AYzU+lUtEnn3xiDvjHP/6xMTKEz9hjM5lMWhtnMpmR+nKEyBBoM1f29/ctDIjQnQK9cRzbtROJhBW6pX4WYAVmE2ZKugEGXiAPYCdstrS0pNPTU7M9LIAog0DZlOPjYwPi2D1KySQSQ8F/o9EYqY4u3QjMEYcXCgVNTk7aZtPSDZPpIxc+7EyfY9PYkHx1ddUY13a7PbIBPOFQWP9EImELEljyq6sr1Wo1E/HTZtJN5IbMUeyO982MJ0AV0QlfPiIkHHy2X/g/Y9PPbe9n/Dl/rhir8GHD0GA40f13fCOFDYbh8og3PDdkssLG8wDL/w8Y8IAQdOyv45ktzvHXZIKER2jU/MH3xwFH/06vC3mO03nxM+8TtrMXoPtSCbwDLBTGyLeTdFM4c1wI0rcNIQD/XhgNAEEU3dQbwnkzKSmSGU4uaHG2S0EEPjMzoydPnhiQQXfCZqnT09PmfBOJYWVuGJPp6WmVy2W7JoafXeYRiL948cLCPs1m0wry0fYvX77U3t6eVlZWjG7HOBMGOD4+1r/+1/9aH374oaUaUwR0ampK+XzeNChszDs3N6dGo2HC80QiYYxRIpHQRx99pMnJSZXLZW1uburevXva3d3V3Nyc5ufnTYDPahjmhYzPjY0NY7qoKo/RYysQmAWyOJmPGH70UrVazcphXFxcqFKp6PHjx7q6utL29raJutPp4Wa4T548sT0j6XuYSK+9lGR7xBHS4Bmog8SzSDJj7XVtjCXYSETqFIY9OjqyVTPgYHNzU5Js6xLmBYU/Ly8vR/ZapC+pLA/wvb6+HmG4xs175pUkC3Ez5s/Pz/Xy5UvTDcHUFYtFuzdjvNFoWIKEP7w98bbCLxZDO0QIq1gsmp6I/QKZt7BHFN1Np9NWiw5Ac35+rkKhoFKppIWFBeVyOR0cHKher6tQKJgmLJEYlgshqQBWklIjtAkZts1m07J4s9msstmsOp2O6f14TsoeUDaFjL5UKmUALooiNZtNTUxM6N69e3r8+LH+9E//dER/xRZEzE8WZizmAEe0C6FPabjIo+grJSDYkgZWDe0Wz72wsGA7GwBMmNd7e3sql8tqtVpaWVmxUhGcC9NOAsvV1ZV6vZ4906effmrju1ar6fLy0jZrDu00bD1AeDAY1m5jVwzYNc5hIca7AJqYy15nyPexM54EwC95H+T9cejroiiybHKeYdxC4c8FYxWGn153jvRd7VB4np/04bkewHgj4dkraVQv5b/rOyeMy2JU/T28oaMD+a6PX/sjfDcPDMO/+2fDiXgwEWqTeA7/XHyfCROGBT1AwSn6a/I7RtFT4mQv+RVDCPj8ipXr+rRdHDUrOxgFABgT0Jc84Nnn5ubMqLNaQu/Q7XZ1eHhoQlHYrJWVFXW7XdsGhJUXToQ2AJD56tzLy8vq9/va29sbGSvUk6LAX71eN5Baq9V0fT2sUv/RRx8piiLt7OxoYmLCVoWlUklLS0uanp62kN3m5qaurq60tLRk7bW9va1sNquVlRVjchD1wtAtLS2ZIHUwGIpMS6WSfvrTnxpL8vjxY9XrdfV6PTN4jMHT01PNz8/r/Pxcn376qaWdHxwcmBM/Pz+3YqJnZ2daWloaEY+TRcS4YxXOZ5R4WF1dtYKgx8fH+sUvfqH33ntPCwsL1q/Ui/LjGMdENiZhPVLeAYewDcwNgCRMH/ovQA2GfHJycmTbD2yD1xrVajWb46VSSel02sBKHMcGoo6Pjw0wYtQ3NjYMkBOG8hvi+vBGaN9g7XxoGs0PixUcEUww8/Szzz7T06dP9eMf/1iPHj2y+e8XiZ4xexMjLknPnz+38TY5OWlV7JmzXqvjt/khnPfs2TMtLi5auQkfVmexIMnA/8LCgmmErq6uTAcIC5ZOpy0EB6t5fHxs5RvIyCXrE4YYfRIAiQ2TSUzBRpEJt7W1ZdmeqVTKQr2wfs1m07Ic/YblvEc2m1Wj0bDFEwvZu3fvWgIGsoLBYGBb+ySTSUtSoG85n/mytLRkbG82m9X8/Lx2dnZ0enpqWZdID3zpCirQMw4IbcPcUYOtVCqpVquN+BcYaoovs/iFhWbbH85jjkky7VboA72NpQ8Yp/gsH8Iel+DGNQGP2HrCr6VSyfwcc+ZNxzsBrKTvAicPtsbRdr5xxtHL4YER8h3t7xOCJgSgt9HXHoj5zsawh0yZ/2xcx4TP5X/21w2PMFwZMlT+GgxMH+LjufkZZ++zs5jQkkYYKYAW/8NYcZ7vGya4B3r+/lwfg4gjI5Qk3YQhaHNWjX6l48M6rHwpzIkmipUV23w0Gg3TbQDa2u226vW68vm8pRlzPxwgbBmrNEl68eKF9Qm0NNtqMPGPjo50584dWzED6BB3UywU+h+QNj09rU6no0RiWL8IgfS9e/dsI9lWq2UFTnGebMQ7OzurZDKpn//859ZGZFgeHR1ZHSBS24+Pj1UsFjU7O2vFAFnZJxIJA6dxHOvw8FCVSsVEwLwz4myqrP/Fv/gXLXxLzaHj42Nz+uzjR8FNMrnQ/UjSv/t3/07r6+taXV3V4uKiFhcXVa/X9eLFi5E5TQYfuinPqgJQGd8AHZyIT7NGJwZTQX0lnIpfNOE0KA1wfn6ufD5vqfTMA8I8fgFEiG1tbc3qLsF+IbLn3QhVRlE0sm+fn+uhzUqnh/svDgYDA1hTU1OWIo9eCDaWRRrzjTa6zdb6kJ8/AJlnZ2dWpoO2g23EHtBHhMZfvHih5eVlYzT996iw79mGiYkJ7e/vW70xGBYcLWFW7ANaH+YgLMvV1ZXNgbm5OVUqFWOGAFKUY0C2UCgU1Ov1jHFtNBoGphuNhkkXCJmRhOIL36L1xCbmcjmdnp4a4KhUKlbY1S+GoyjS8vKyfYatpTQEY/P09FS9Xk9ffvmlHj9+bHqni4sLC+Hz/ZOTE2MCsXckDrz33nvW7rCK+M2JiQnbDJywH34im81a9iVhaUm6e/euBoNhGYxmsylJtgBKpVJaXV1Vq9WyIsZ+8Y5tjKLI5CP4XOYl0Q6/6A4xh3RTfsMTII1GQ6VSyZjw26JAI2P+jWf8/+EIJ+a4kJ//m3fgPjznz/OhRR8q8KBkHIjxYIbzxwEDaVSDFYoh/bN49mlciNE/D4f/fNzPIejkZwYhv9+Wucg1MKB8j/9ZmWMIfPkE3smHeMK2xEh7USHnovHwKyRSdjGcnhlAFMnKwq9GPFtB+vH+/r6VY2B7iKurK2NlBoOB0dOSrFJ2Lpczo4nOgQwYnCB6oUwmo7OzM9vTzTNfOEf24SP8xEaqMAjsE1atVpXL5axNHj58aAUeV1ZWRraOIWyYz+ctjLm+vq5MJqPt7W0DD1T2TqVS+vDDD9VoNLS9va25uTljVL744guVSiV1Oh3dv39fDx480OHhoT0rOiqyxWCRzs7O9ODBA2N0YFcoXonxZ4VNNXTaneytbrdrWV2lUslqGm1tbanVatlWIQ8ePNDz58/VbDZ1584dVatVq/T+9ddf295yZ2dnajQaiuNhNiYgcHFxcSQZgj48PT01Q45AHCDGeZ6tJeSM02PRwXyBXUAb44vSMk4J9eKQGFt+scOq3c9RX1SWOTnOrnjbNTk5aVupwGbxHQB4HA9LNJDNRbFJb2PftIj19geGEy1Rt9vVwcGB9QfhNc/EJRJDLQ+s5cHBwYgWD1aTMB/gASB7dnY2ovOEXSUM79+bUP3V1ZXtH7q3t2eMyvT0tOr1um27BAjFwfqQFX1H5iX2yQvIJVlhVgAmbDUaMBif7e1tnZycGCAjPM0Y4jOSBtiRIpfLGZDCtmazWdu6CtaG5wP0oaXC7kmy4rE+lJbJZLSwsKCtrS2r68Xc92VYCM8z9qh3hXifZ2QBEUWR7WPIHCa8jr/hH+FUSjEwJ1gc+fHk5SvMhRBU+dA085P3ptRFuVy2pKY3sVbvFLAKAVXICN12vmeupJuVj/+H4x2HUn25AI5xQIeB6EVw4Xf89+icMLTGM4bfC0Xt/M0DRv9ZCLxCgMl7M6DCGHTYjiF7h7Pw4TyMCdf1zJXPEPTXoO1CoIsDwVj5vqStcXT0E8Ds/03dn8VIlmXpudh/zMxnN3NzMzc3c/N5iDmzqrKqu6q6q4fqBpsk2ASbAG/jXkoQSEDAfRUgCBLumx6kBz1JAgRIuMB9kPRCQAIIEuhmN8jqsbq6hqzKKTIyI8IjwufB5sFnt0EPVt/yZSfNPbNJQog+QCAi3M3OsM/ea//rX/9aS1JfD0JPBbNAKa5HnzEK2vF9Yvyzs7Omszk7O7MWKvV6Xfv7+yZ2j0Zv6iORds2mur+/bxsqmyu6KPqdkcJeLBYtvAhDMz4+rqWlJRNOlkolMy7T09NKJpNmPBFqUquKopVQ6DMzMyoWi+Y1InhG8Pvy5UuNjo5qdnbWwmEI4CXp4cOHlgFIdmI0GrVWOMfHx5qfnzftFRqZnZ0dSbJxwstrNBpaWFjQo0eP1Gq1DOzAGgZBoMnJSa2vr5tYFeaoXq9rbW1NxWJRjUZDzWZTqVRKX/va13RwcKBf/OIXli04Ojqq5eVlq1zvAdLBwYGOjo707W9/28KmQRBYaYx2u90nwOb3bICAI9/cFsE3ujE2EVgYwi/RaNRCQgABv7FOT0+b985686wJ68izzThvgAX/O29f+B4bLO8qm80aWLm6ulK1WrV3ODw83Fes9smTJ7Y2w3YjHF3gCAuRAVAnJydWSBP2CcG6F78DbMgE7Ha72t3dVSQSMRCVyWR0fn6u7e1tc05qtZrVAGu3ez0bAR4wo91uV9ls1u4fYEuyCNmtAAIY3FQqpWq1au86kUhYSRacCK5NTbiZmRkbC3r04SBSCHZyctKSVlifrHFYazZzyrMwhxFbt1otnZycWDcGbBv3ghaQ+81ms9aHEKeSCAHzAaAdlotQKPXTTz+1TGnYbw/4WcckfXDtra0ty/IFYB0dHSmfz1vXBUAZujevuaWkDOJ8TxjARrJX+UiNF/b7OezXjpe2+NAiDiOAKuy4hI+3Aljd5QX5xXob1ew/N8izuitc6OOr0t2lCXz8P/y7Qf/mswCbsP5D6heZe+TMz8LXCt9nONwYHivACN9hgnkAEw49Mrm4P37uq50DrPx9YMD998LUqw8fMj6EQQBTg77vmbdIJGJ1S3zauc8IAfA0m03b3AmP5XI5zc7Oand3V5eXlyoWi+aFHR0dGaChDAKMDd7g5OSkvcNIJGKp5njXjFGtVjPGiPpI1E6i7g06i4cPH+rJkye2Wd6/f1/Pnj3Txx9/rOPjYwvJDQ8PGxBotXrNW2dnZy1M+PDhQ7suFauz2axtktRrou2NT0JYWVnR6OioarWaeaK+hQQVqVdXV02Q650CanGRIUkF93Q6rdXVVetRx6aAPgVdF9745eWlqtWqXr16ZeOey+WUSCRUrVb18uVLzczMmJC5UqmYkWcTIvSKIX748KGWlpbs3aF1Q7QPSGcOszGNjo5qdXXVgBTME9mPQRBYJhnrb3x83Ng3KqcHQWDAvtvtCYgBFZ1OxzLVPNBAgA1wCh9e78jm4W0cGwPaLDJKYWqk3uZHM+rT01NrgQRgpF4Raz98hNc212VThfUZHh7uS4bBTpCRmslkbDyDoKcF3NnZ0crKimXwwd5MTk7q+fPnVs2ctY5+DvvpwS4NyKWbhuqA5PPzc2Pl8vm8zUHYrHK5rIODA3NuWq2WaY1YG9RLY12kUqk+ZqnT6Zj2C2alXC5L6umHsHO5XE7n5+c6Pj42locEG8YV9qRSqVg1fpwCMhYrlYo5RZQdASwxvwCjsK5IKtBkonnDMWy321bj6+XLl1a6Bbvi2WnqciFOpxbe7OysSR4ikYjy+byKxaL29/ctYxpAJ8nKPMDaAnjJspXUF771GAFG2tfkuo2kYV6G9xlqllF6g3Iot60HW5t3/vb/z8eXUcwYvtvAlfTFQqLhEJlHqFB+/PEgJAz2/P8xZD5cyMIASN0W2guzTf7/nvHxbJoHTOHsG0BQmBnDeIWF5owPoGDQ/Xkw5Zk0D7w8o0VGnr8XP2be+JK2znjB+vgqt7wDABiMCdeWbqqu+8NrZYKgVzwzl8tpYmJCu7u7dq+kSi8sLBjwCoLABKr5fN4qk8Mu+TRqvCI2ILQ/kUhPF0LfN+L9sVjMvDNCcozX8vKyFhcXTUwai8WsZxgGtFAoqFQqWShveXnZmDwE6ghjx8bGrPjk2dmZCoWCFRDEmMIa+fnHxsC7wXBQr4rQHIY2Fotpd3fXKnMTSiGshtCTVjpkSbJ5VCoV89rpQUiogPkA6JZ6AmjGlYbG29vbFn5ot9tWgoGSDWShXV5eanl5uU/fg+CddUB4yW/uY2NjymazFprw9D/6Jg8smYOtVq82F+ntXBN2AfA8NjZmAng2FMI9vKvbHMKwHUKof3V1ZWE+2D/WH22GvFNzdnZmma8jIyMqlUqWjEFdr5OTEwv/hlnnUqmkdDptz8+zci/MfViU6elpS/hgDAk/7u/va3l5WZFIrzJ8t9u1ptKIuLvdXvHP6+trHRwc9On6WKNk8CWTSUuIYEMcGxvT+vq6isWiNTKG+aGMRywWs/dCGyTYylgsZvc+MTFhrVoo/BmJRKysCHvKzMyMZSQeHx9bNwiE8jAprL8gCLS6umoaRQCkZ14Yb4Aw2i7ALOvQO3j0U83n8wbyDw4O9OjRIyvXgFOaTqd1dXWlXC5nST4LCwu6urrSwcGBgUq/PwCIGW/WM/vi8PCwFhYW1Gq1tLe3Z8wdIJ/eopyPJIVHjx4Z68xcRtPF4fecMDnhozeRSKTPgQ8TN95h5ju+EG80GrWepHcdbxWwGnSEwQ3HoIEZRFWHB4CX7FkWfgY17TPrwkCG7/Fvf53wtfwL9tcKs1E+nMZ3/D3ymTAz5g26jxF7UOdBjDfS/j78v/25uOYg9orNgPv278KHAfEwJNmiR6ck9ehxsn+YxH4MWKSwKtw/i4OfdTod6+6eSCSUSqXU6fQKXR4cHBjwWF9f19bWlur1umZnZ/XNb35ThULBsqgIg5ydnelrX/ua2u12X22pi4sL7ezs9I0RujA2hCAIrK0FNZ9gv1KplG3StVpN5XJZp6enOjo60kcffWRsGWL5IOiJk1dWViy9fG5uzoS1NGSl5cb29rYePHhgzBCNZym4uLm5qdPTU01NTVkIAG0Ymg30aN4oXl5e6uzsTAcHB5J6rAwZkPQ9w7NtNBp6+PCheeaENdBjHR8f2+9gzyTZRuIF07xbGDDKEwBAyNhhPOv1utUAQuvF72EVh4aGlM1mlc/nNTw8rEKhYFWuYVpGRkaUy+WMRfKCe8AR2YKI2gkzkf0WjUa1t7dnbMfc3Jyq1arV5/FrCf1Y2I7xbxIn/NjAyl1dXVktIX+OaDRqm1bYNvIshMaj0V6tsLOzM6VSKRUKBQOA9Xpd6XRa4QNATVYfthNGD5aBTDlfrmR4eNg0TTgofBc7Qi2qaDRq4Pg73/mOGo2G/uIv/sKSTDzjwnUJvReLRUsUAPw0Go2+Ip/8niKzPiEnHo9rbm7OmAtfOw/xOmwrBTQJPSYSCUkyZoUq7hSpHR4ett6anmVHxE3NNEoyUHYFbSbMbK1WM7vq9cPYImzI69ev1el0LEnHZ8Vyj8y1arVq2YaLi4tWeoFwK6E4ysvwntCRoWnzTjxMbrlcNrs1MzNja5lnYHwBrBMTEzb2JCBwXrSUXiAPoPPFPQeRGh5DhBlXDxjRyLFOwmTHoOOtAlYedXKE2am7WK27UCRMDX8DDKARPdsCgPCiN7wEH2/mvP7nhKT8i/H3zgv2jNcgEIcB9d/juuE//j78EWakfCw6HGv2IM6DufCE9H/CDJt/Xv98sCQIGwkRSeqrT8I7aLfbffH5IAi+UPwz7EVIMqofA49mwGdqURun3W5re3tbMzMzOj09VSqVUiwWs9Ts6+trff755xYq5Z0yVoy3Z/UwVoQ2yVKkCTNjgOdYKpWMiifslEgklE6nNTs7q5mZGX388ceanp5WtVq1Mdrc3NTMzIySyaSOjo40Pj6u2dlZMw7Pnj1TKpWyWkAHBwcGsqrVqrE86Enw5mEIAIaMK2NdKBRMs+SF6hMTE+bJA+SCIDA2gaKYZEo1m02Vy2Xz9smSQk8iyTbrQTYBr5Jxw3j6dUm4BlE4TY+z2azS6bSxpWywUs/7p4I1DAZhOMpewBjw+2KxaGEN2JSRkRFVKhXt7+9rd3fXhPXewfDOWHjdhQ+uiVAXsMSmsrm5qevra+tBOcheejvq5QiegUafUywWbc4HQWChmfCGRIiNyvM8H6J/Dxhg6NgMc7mchbeo6UZpBcTPS0tLev36tbGzdCWAlUMjBhCm3hdhw9evXxvwAcBTUgCAxDMCxgiBUUS2XC5bvbtotFfGgAQYHB+SIWDCGSOybFljOIc4YdTKogl7EPSy5ihATNgTW0Moj3pvrB8iBjCQFB2WZED57OxM6XRahUJB8Xhce3t7Bv69XIGsQRhjgDVge3x8XF//+tf1wQcfGMgAHEciEXt+dFHYcDIrt7e3rSNDEAQql8vGZJMIkE6nlUgkLAMQXRd7APX5vIPOGHHf/vcI3f2cD0dSPLngwSA4Aafgy9Yqx1sFrAbd7CDG6TYWi98PYmbCbJc3DgAuBp4Jg7fuWR820NtCeoAXr/fxAMfHef1G7UER4MKDHf+84RAEEwEA4tH0ILrUG73bxjw8Zh5Q8X8PpBgjgJtn/fDuqKXjQRdCX0Aum1c0GrVNnEXox9qPF8+M8JdNHvYJgToeD1loPOva2pr1rfObKboArkdfPRY790J1Zg6fRRkEgQnjCRFcXl4qmUwql8tZttvIyIh2d3ctO5C6T5QJYN4lk0ljRthMLy4urKM93h21pWCHUqmUTk9Ptbi4aH3OMHxsfJKMuYJNGB0dtX+3Wi0r0kiVahggDNDi4qISiYTW19eVTqeNGTs7O9PY2JjW1tZ0cnKi5eVl7e7uqlaraXd3t08vBMjyoWtq3bBx8E5gshALs7GSvUO45eHDh1aviE2aNeSZLemmBxmsA+8be0CJimazaWCSdQtrRtVqKnozvtS4gnFC/OvXZ/hgXRPKRkuEhgXQwnqHeQ/LH1iXPEskErHm22zchK+pAE6YbxDjRfj3zZs3ikaj1oycDS6siUSvB3CNRHrJFjAoNH++vr7WxMSEVlZWVC6XLdMuGo1aWYO1tTVtbW3ZObErtVqtL5wTjd5kHAdBYFoqbJIHhNwXbCfjRogKG4YQm4Kch4eHlmDiWX56QiIQpyYac73VahlLPj4+biwL1eABYYjnyRo+PT21khKEzmdmZpTP57W5uSlJmpubM/uxvr5uIGliYkLNZtO6QVAjjWSGWq2miYkJK6uwsLBgzDRMI2L0WKxXBoHCwYTTSQLy9mpubk47Ozum8cKZwr76wsE4wTikNNAmoYIirr7QKePOfdGeZ3Jy0pwS75QPinhxsHb4nS8ZAcHy90ZjxUPfBa4GAarwwAwCInf9m+8zcbxmAZCAB8aL9wbfgxyACtQ13pmnlj0QkfpLOHgkzWfDYRH+HWar/LMBAv2z8pmw/uvLkDffD7NSnq3hYFPjmfgun2XD8mniABkWm8/uIIzGwXl4fn9+/y6hmPHw6dXln5+QCQaHys8YBt4xgMjPA+ZApVKxkAP3J/Uof3QZMEN4bhhnhN5oXCQplUopl8tZLS7qJcGkHh0daXl52fQfvtBmu93W7u6uut2ufuM3fsM2EdhABKBoJwD+ePvdbtc2DDKPKPFwfX1tGX2EIPhupVIxoNbp9LKovvWtb1mFbwpfEi7AMyezEqP72Wef2cbsyxAg5kYEm0wmdf/+feshF4lElE6ntbi4aOGMra0tZTIZBUFgBUmr1aqloaP/YI2hc2HdsF4Qnfs1RViUOYCuBU85Ho9bP8WNjQ0bP1gFSQa0ADhhL5jrcF1JxoDl83mrL5TNZvv6HAKuwiwV5/NeN/aM7M1Go6Hz83NjpwgDd7tdLSwsfME2Ex4hsWB3d9fKVdy/f98cLZgEGkljAwipsm4IQ/pMtFgspm984xv67LPP9OTJE62srOjVq1fa3983h4O56m0t1+l2e3rL0dFR61XZaDTMFsfjcVvb7Xav5lUmk7E6chS4rFQqJmbvdDpWdDiTyejZs2dWt42yK3z26urKiv/iKEYiEUtwmZiYMKeuVCr12UVC4qlUyhwtHCTmciKRsD6bzFkE7JScIHOxUCjo4uLCMgFh9XAyeeckTGBTKpWKzs7OtLGxoWazqZWVFQurA6R89MeDJfqkrqys9NW1kmRrZnx83BJ66AHr6wTC9r1+/brPQSHLlogALDzOlGeuYdO8htTfp482Mcdx0EkQIgJBAsOXHW8NsJK+KHb2P/f/HkR1h392G0gbdD7/HQbZ6wH4m4ULwAoDC+nGEEKRSjcMFGiZzZlz+/N4g8qf8GfC1/VjEjbSHkT5cRrEtPnwlg/jeTARZrL8GPEdv2EMOi+UsddQeWPKJj8omcAvBA9S0UfU63XLpIFxwgPGa5FuQk1eV0GBPB9HJ1zEMwH0YrGYbdThcaa6M+8eWr5arWpmZsay7pLJpKamplStVhWPx/Xo0SPT4SDiv3//vo6OjqwAKJWNWfQ0jj49PTW9DwYJZohWOvPz8zo5OdHz588tPII4GVYwk8kYoIrH41peXjbvmnvyHh26D541lUppaWlJMzMzJhyPRHrZmb5XHiD16upKmUzGwpboN0gS2NvbszDo0tKSVldXjemanZ3t01QRWpVuDDehQsJHQ0NDqlartv7q9brq9bparZaFp+fn580R8FXGmdtklA0NDSmRSOjw8NBCQ2wehKY80wCzxnxiA8SIsz7b7XbfRi7JaukADCnoif6r2+2qXC4rm80OXOtowqLRqCVfsMnQvomWJmxAs7Ozevfdd00j5x02Mk6XlpYUjUatcvk777xj9+VtAGEmD+68IwbAn5qaMnYUp+jhw4d6/fq1beAUlsWBxWFi88Nx8u8AVgUHh6xcWDcy4nh/U1NTymazlq3mQTFzg8zbIAjM2SC7NJPJqN1um0gboA+7PjY2Zskq19fXxsjSpxAW0WuI1tfXbW4cHBxYWJ8Q8P7+vrWooWo8Qn7uk+xrmGjmAAwV7BVzFDaWteuZboAc/4ZZ9BKORqOhsbExK+YKAENKwDsaHx83O9bpdJRKpaw8BpnDaPCoA4a9x5aNjo5qf3/f7LN3mrD7np1kX/K9AD0pIMkK9aKb5HPsH7cdbx2w8n/fBo6+CmK86/u36Rr84PNSPNBhwoT/eEPmX1yYScFrvOu5AQ+cK/yiOZ8Ptd0GSG+7hj98WBPjHmakADPhOiDcA15oGPkDRAhTsoDRtcAckMWHwcKgeIYqvDA8WIVev76+tjoz0k1GG8YJA8X90pMKVqRSqUi6KfLnq6uzMXJgXGCU0Dqw8bHZUfxwZ2fH2J7p6Wnt7OyY9zM/P29aJVKR9/f3rc8eG/Xp6akKhYJph8iSwWBHIhGrEo7G4/j42Jirra0tqycEgEUwy5hSMRymDePYbvcKrhLSo6bV9PS0hWvb7bbm5uaMrWu321Z8EJDihc6JRMIofljG58+fmwFls0wkEqrX6zo+Ptbh4aFVn2bcc7mclUfAAep0OtagGrZsdHTUdC2EP0m9p0zD8PCwKpWKsYKS+vQ8/Ax2hkrmaAc9A0p9Iy+QJhuSIp3efninDuDnGVo2UTYaxP5kMhJWBExIN0w8G6oX4XsN6ezsrMbHx/XRRx/p8PBQhUJB3//+9w2ohW0Qa+HZs2fWYmljY6NvrYVD+GyGMCSIp9nEp6amjAVhvCKRiL7zne9odHRUW1tbKpVK1ivw8vLS6lZRB4/wHONIiJA5yNzyazsIev0fAXfY33a7be8X241N63Q62traMofL69EikYiVImDjL5VKyuVyktTHlKHB8tfAafMgBJ3j7u6uhod7RXqr1ar1viSLGUAF0PEZrdgWnyyALgtHjRIPsIE41VQ9x97B0m1ubhp7CBDjGjzbq1evVCgUJMn6UsJOU1i5Wq1aKJVEEpxdr4tiPTCXsX0AKTJqGRO/rphPvj4V+4AHX+EwIWsfecFXifS8NcDqPwdAfdUw1lf93iAg5ql0D3g8yGIj9YBEuhG94x16Kty/WP95PEMP6DzYwsjyXR/THwTaOMJsl7++/7k3hLeFDPkui1O6KQg4SNPVarVsIfjSDIwb949WiXMRAvPj43/PIvcePmE5KpqTfQP44v54LxiA6elpq/p7cXFhLIl/PsoYcC0femTx4SHB7rC5IlgfGhrSzs6OXQdQEYvF9Pr1a21vb5s3y8YZi8VUqVQMRKD/IoMGBrDb7dVH2t7e7qtdBatQq9V0eHhowt2TkxOrcQM7AvAEKO3t7RnDlMvl9Pr1azsHzXQJK7TbbS0vLxsoKxaLKpfLxgw9ePCgr/glmy/i+7/9279VuVw2wIumKggCy0z67LPP1Gg0rGaVJKt2z6aE4W+328rn81pYWDDmsNlsGgPomch4PK6FhQWtrKwYk+FBAgAIA57P520dzM/Pq1Kp6MWLF6Z/QiPG2rm8vDQ9DwwHYmy/BsMODn9TaBIwy4ZKqJqK2ScnJ9ra2rKyH5HITfo87xQAGLYlo6OjBgjW1ta0trZm4MdnG3a7Xeufl8lkbB5g3wi7eZsjydY/YTf0b+hVsJ+sdcY6kUjovffes4QWxMiE4yqVihXEJYTJmqdlDxsnwAjAiY3udnsdC9BlwrTSVxSNGGAe24J9BBhNTEyYntE/oyTVajXL8KP2FCFkPlutVpXP580pkWSMIiHJSCRimYcHBweWjVuv1y354vT0VLu7u5J6TDkdFa6ve43RPaBlnaGJJMFG6jGlsKy036JhNOuaZ/e2//r62hqR1+t1HR4e9jmxvG8cUpgjisiyZ+CEdDodey9jY2N9JUt8NGl2dtZsAXae9ej3VPZZwDfg2JMgzF9q+1HnDSf+ruOtAVbh48sYmLs+Hw5XcXzZ+W5jzPz/w1Q2EyBcIZy/fXjM32N4IvKS+Z2fCExEzyyEjZYHfv7nHqSFveBBzxoO6/nvQ536sQyH/zy486ybD6cCkCTZYmPjAnz4a/C98M94HoSTFOAkHHZwcKBms9mXPeTj73igXJdUZrwvPCPeJa0svA7I67HIAoS+5h4RYeJhAyKDIDAP8eTkxNo3UEYglUppb2/Pwgq+ZQoeNtl+VE4/Pz/X1NSUMTwwNWxIc3NzphkA0MDGIWpljkOxU9Sv3b5pTlutVlWr1Uz8OjY2ptXVVavmjqHi35FIxMam0+kVxLy6ulI6ndbMzIx++MMf6ic/+Yl5/YQKmK8rKytaW1vT/Py8/vqv/9p6MsL6UQeLQpCzs7PK5XKKx+OqVCq2CWJkGTvGFa/1888/t1Y6Q0NDVkqBcWT+elACk1AqlYwtBDgS6kBn1Wg0rCI9fewmJibse4BDv4YI4SwuLpp4n80Utg19CdqWN2/eKAgC5XK5vgxc5iX2KxzqhK188OCBsR4+c9o7dLCys7OzkmT35d+bt7lUr6dkhm9qDTsDK5BKpfqc1ImJCc3MzOjVq1d9hUIpMcEG2+12+0TPhKBisV7JE9YXmyMOyczMjDHaAOGrqyurhwb7wTtmLcPuAIgpdkumnCR7t8PDwyqXy7bZUz8M9puOBPF4XAcHB31O08nJibEw6Im4Jgxct9vrQzozM9On7ZuYmLCEk1KpZA6b76uKHXn16pWVOIABx14zZz3rf+/ePUs4Yt5z7unpaWv4ThgeZwiQB3BPJBLGXPlxm5qaspZDAG/WL9GQdrvdV8MsmUz2gSRf9Z39jPPwGewSxWj9HojjjLMl6e8vsJIGZ/zx89vChWEWZhCIGHTu8DnuCkf6F+IZLJ/m7w2LZ7wAWBzeyHEfntXy4bEwiPKG3XsBHhD6kF74+cMhCEkWIuCe/XiGQ5mDwJkPC7Lw8RDRUyEo9SyAvz+v0QKc+HHk8PomWh5Eo9G+4pCUEgAo4EkFQWAZI91u10TYgCQ2OQTYxP4R4eLt+cUOE4OBhR2IRCImamY8KOKIAST0RZZdo9GwXn7cP14W7S0IBwHKK5WKFhcXrZgeYZdCoWDZX5KstESn08twOzs70+TkpDF+hNXI6IFdI2yIiJa5RliMGk3NZtMqylcqFZ2cnJiInQPmirXz9a9/XZ9//rmFVwDH3Fc+n7daQt/4xjf0s5/9zDxrtGWEGu/du2fi2lisV1D18PDQ2CrWDRWyAbfDw712RVtbWwb2AWpeWIxxZf6dnp5qYWHBQAIMXjabtfGsVCrKZDLa2NiwTZtxJXzFZuHXethZ8iE56qSlUil1u11jEWAyySCcmZkxjVu32+0rEurD9kEQmJg5Ho/b72E4vX0BWHo7Rhja61PD9pdK6QALqt5z3zwjDKq3ZYuLi3r27JmV9CDU5St9E1p68OCBNjc31Ww2bX56xxlQWavVNDk5aePUarWsLIgkC4cDggG2k5OTVp6CgpypVEqjo6NW3gTWkmzAXC5nTgwML6w9WcwwrX7s0Nf56vyMl4+C8B1Kt8RiMc3Pz5ttgCEiPCjJ3jddFQiPwnb7BJjJycm+hKNOp2PV0pFO8A6TyaSxPOxVaMkYTyQN7AdHR0e2HoKgV8YiEolYpif7CYCXcWLfkmRMJTbRy2W8Y+87JcDIotX1+y/zOJlMmqYOEHbX8VYCqzAACDNHg37uF7z/2V2HNyq3XX/Qz/3vPYPlkS6UJ2DDgwO/EG7TUPl78/+X+oEVKJwNPhzy80zWbSCLa0rqm3Q+9OGBpGdr2Ez4mR9Lvk+YVJIZQIyD18RwDg+owmwhv2ecec+E6er1up4+fWrNfdvttokgSU+nXYin/BE6e29mfHxcyWTStDiwOnifbF5sBJFIxDxLwBSePZ4ajIXPuqpWqzo7O7O2HmxkMAHVatVE3s1m00oAUCXae3Nkqnl2FTYDUfuDBw8MkFHIFG1Vp9Ox8giUW0B7hNj2+PhYDx8+tCryVFYfHh7WT3/6UwsD/uZv/qYV0xwaGjIvmHmLrgmB68bGhtUZ2t3dNc3Q3Nyche6kHjNSKBTMYz0/P7dso1QqpYWFBZtPZFbG43EVi0UztoRb2WS8hw8TjUNAY9zFxUVJstAJQJ4m3UNDQ5Z1SU01np0+kLBLPiSGEP78/NzYScKhHpTwTv0mAkhmvfE+CSVTyoBMOs8wskFiH5izyWSyzzlEMzfIgcVeUMYAtgdHxh/oqChdQHiJkBj9ErFbPvOQ9zE8PKydnZ0+m0LiAfM/m83q8PDQ7uHq6kq1Ws0cHkovVCoVY1fOz8+1tbVlG6jvQzc1NaVEImGlCLrdrjHbsEXX19emo4xEIhamCgNSdIqnp6cG7DhyuZz12zw5OTH7gZwATRJzd2JiwirTJxIJA0OwWGgTAQskr+DgAYQpFEu1eMAUn4lEIjo+PpZ00wRbUp82ttu9aZ0kyVrA0GAZJ/Lw8LBPq4ve0Xc2AHARRsVRYA4hsyAJg3v2te+4H9Y1xANOPIkcgPdut2shRkiAbrdrc5s1ycH5bjveKmB1Gxi67ecekPjP+L9vAxCDfjYIpA36zm3ngDL3uqowgyb1h+0ACRyDgBbPGs5A84xUEAQ2gdi8/PNgdPiuB2PcF/Qmk4ZnAWj4dFXu2aey+ufwnjfAA8PG9f11+NmgDA7OD3D1DB2eJ+GcIOhpH4rFohWnRMCcTqet4N7h4aG63a55UDQD9QAPSt+LXtloeLfX19fGdhEi8HOAsg9kjqGpoEq817z4eizLy8sWEmBD5HnZxLvdro0pYJi+h4QFyZrz7+v9999Xt9vt65s3Pz9vAC4WuynGiL4C/QcM6ieffKIgCKyAIOzI3t6eFhcX7Z7S6bQikYhpl5hDCFO73V4ZiUajoZmZGX33u9/Vy5cvtb+/b+HC+fl5vXnzxkosJBIJHR8fm8Ccgp/pdFrz8/Pm1EQiEdPdkEWGtm9qasrunzmGZ5xMJm3dEmImFZyq4uguaK3Be8TAA9BhIyQZCwNTxXvxbDWp8BMTE5qfn/+CjaPoLXPd/57rkZGHyJsMOMLdzWbTipbyfNiJqakpbW9vW0X7cHIOazMWiymZTBpj4VmwaDRq2jjGFpvBnEXvdXV1ZQUjfdjdA76rqys9f/7cqpGzZnF0FhYWtLi4aAzJ0tKSrQPWnCRjyrCxbJ68A0CYF3OTNeqBbaVS6SsFA1MIY0V5lfPzc1uLhPPYtBHycx8Aj2QyaVoe9hAAM2u43W5rZ2fH7JqkvmKkvAMALDZnf39fzWbTgNPs7GxfZh5OCpIE9FG0DKLMAusIm8TcAPzMzMxYtjN7UqfT6QttEnr3jmckEjHmDkYsl8tZk3n2Sg9qAG2+NRHRiFgsZuFVwBzzEIANcMfRxdFnLvr9E5sJS3nX8dYAKw8WwkeYqRr0b/4fprgHfWZQaDBMbQ9isjzQ8oyZPzy9GA7hhT/rAQrGh3P4//vzsrgxqv7fgw5vFD3zFQ5neMYN3RgTis941siP7yBNWJjVA0ix8KWbulCMK0yBv7/w+f2781oUPCmyywqFgiqVijqdjpaWlrSzs2MGu1qtGnVNposHhtw76eGSDGywycIUkX4M4ItEIuYFXl9fm0fORsTzY6y8eHN9fV3dbtcYEKhzr+0hHMG7HRoaUi6Xs98RriODELAMKzU1NaXj42PbaFOplGq1mj744AONjIxY89jLy0vb2GmbEQSBNXtFb4YnR1uNQqGger2ulZUVbW1t6Zvf/KbW19c1NDRkGYUAYTYygNJf/dVfWQV5AMvo6Kj++I//2MYsGo1aRmK73TaxO2EDai4h9CURAcPuAQ8Vv0mC4N175yqRSGhlZcUyjfCm0fkQjiLd23vHeNcUt2y1WsaSeMcNgMEGgV0ghOrXJxvebYkqsVjMUtVhm3lHhJthXDwrxWcpWMn/b7PHePisKQ7YXJgG3sXc3Fyf/SB8RP0sGATWO+CQsSyXy9re3tbS0pKtTTLH2Fzn5ubMgYE9oWsB8gDOx9qenp62TZ6CqKxNBOte4IxtPjw81OjoqLVuOjw8NJt/fd2r3E6T8OHhYWv43uncZM4B5tHKUfSSOmWETT0jiX3G4cMxYH3yfihqSSJJOp3W/v6+OQWTk5M29wEy19fX5lTQQaDRaKjRaFjIsNFo2JiHIzNSj3Wbn5+3tmA4b4BEWEmegRAkY0xY25dBGR0dtXZE2EXmuq8xyZ4CMCYS4G360NCQhUF9CB6nCdtASJv9k7kJYOWd3na8FcBqUOjuqzBXg0AThwcaYUbK/2zQd72nFQZTYWA2iL3ydCXfAwGHD88seUTtQUOYxWJz8GErDwoAW2E2zD83AMY/K4cPb94WqvTj5K8fHgPChYRlvPaKPlGeufOMFefGEHvqFs/Eb1B4Hu122wpGkglHOxuqinsWik3Xbxg+Pu97D8K2EIaCjYOxYFwI29EIGV0A3jP0davV0srKimXIHR4emqiV5yGzbnNzU+Pj40qlUqY9qtVqOjo6UjQatdIBU1NTZpBIQ69Wq/Zzz+7hxWMsy+WygqBXLX5zc9Pex9DQkDWKZoMi5EiK+ejoqJLJpObn57W5uanp6Wn9xm/8hq0jQCOAECNFzaDnz5/r5z//uYVJAAjUEfJFDzudXqVuGKKjoyM9ePBAExMTxngtLCwom82qVCqZuJwwLd4+rBlA0xfZnJqa0v379+09nJyc6PDw0NbL0NCQ9auDBWNzhZljHRDOojwA12C94nTUajWtrKxYqRDPjvIdrysh882vYzoEsBGxuSQSCeu/lslk+oTp3mb4DER/hJ3WSKTXdDzM7MOsERZDW0d4BnaYzFrC59fX15qamtLs7KwBSs43NzdnWZcjIyMql8saHR01AE2brHg8rnK5bB0ECL+S7g9jQ1NpGFmcumq1qlQqpXQ6bVXT6cnI2h0bG1O9XjftZRAEVlAUNpmilZ61Zy3BePB72BZfJgO7DlOD5o1s2Gq1anIFehSSHBKPx40h451R76vT6ViIn/eMY0HxWeY49svvDwjncRQl2XV8yPXo6MiK89IjFLYX29Pt9vR7KysrJpIn1OuZZELlgHjCoz5yARkAC4zD6llQ9iE+yzVarZbZU8gKQBZ7DuPEEQ5zh4+3AlhJd4Mm/7tBgOuun0tfDBnytwdFX8ZwefDnAVb4HP7AQ+PfXosVfjafKRdmrvi3ByV8bhBrJsk2UIwyXsKgcfGsGQfX9h5m+HnDoTvvgfO8PkMSbQ33QuPYQWwa/4YR8N6D95C9XowxRCRKkT36A3KPLGIfTvNZh+gTODf37QvjcR9sDtwf4lA2bNgZxpTmyLVazYw8+gbKJOTzeQNMk5OTtjHBkBA+wIvEu+KZaDQr3RS4Q2eFh4qBJxxK6v7Dhw9VqVTUbrf1/PlzXVxcWPNVxhiWSZJpqxDjZjIZlctlnZ+fW/mKYrGoxcVF89YRywJm0YzwLtiUPINCcsLo6Kj9CYJAR0dHOjk50aNHjzQ+Pq5nz56ZeH5jY0PFYlE/+MEP9ObNG42Ojur+/fsKgl4WH+Bnd3fXqmDDCI2Ojmp5edkyoXZ3d41tJLSC84T+DvE+jAmhCZ4FhtKXLvChNs7FehtkvNGDsTbIoGTuYk9gqChsmM1mbUOi9AhCYG9HCPEQxrqLsZJk2VJ+/fMssE5kbvJ/5mu73asTxThSg46uBGgCqc5/dnamzz//3BoCExKlbtPm5qZpmwqFQl+IMp1OWwiPd8Fa5nkApNTKYp7xztCawSQ9fPjQbCDhbEAQtsBLCXw0A+fl6urK7D6C/na7bcVvsaeE1UlsSSQSBq58GI2QKswQoV6/ficnJ43lQYxOiBpt6uXlpfb29mw9AEYSiYQxfCQNzMzMWI2+8/NzHR0dmaPInMcxJnSZzWbNmSGrmQ4Zvs0QdpeG1zCt3IPP9iXUiGYskUhYayaeH2fWy3UAzJTCYByxpb4jhNdq3XW81cDqrv/7nw8CF4PCfbcxXIOAEwtu0PfC5x/E4Axicfz3wueFifEsWZgp8i9zEMs3KBw4iCnj/D686P/Pz6DYuadwqIx79lQw4wHg8h6x/w6bja8lBIjBi8fYeQ+Hz4c1Z7wvrsnCiMfjVpGb815fX1vrBp41CG76iCGsxUuEjfKginuBieK6eGTcF4JQAATFKjFIjUbDGCOqTqN7kGSbPAJ8UpLRFeFBAu7oU8fYbGxsqN1u6+joyMAVBQYBrVtbW5alw/Om02m9++67lnmHp0g7jrm5OWspQzo57FoymdTCwoKWlpb04sULCwdNTExYyQCyGgGfNF6FASBrEoH7xMSEpXZ/+umnWl1dtVRuWK3t7W3V63V1u10LM5bLZe3s7BgbSluOaLRXEJZsKRIFWEMeLB0cHPSxlZwLwIzHTnNfah8R3iJdnzAfGxqbGWE37yREIhHboJlvfJ/5QG9EXxXaz2nYWNaQdOO5E6oOOxFSDywdHR2ZqHzQ4e0e4+BFyVK/JMD/zTlxmChvQZFS2OBSqaQ/+7M/03e/+13du3dPmUxGH3zwgdUEo5QC74f7Zh3DvhJ2g1mGPY9EeskmlNNYXl7W+Pi4SqWSAYLp6WmNj4+rUChoaWlJ8XhcqVRK6+vrJnBnLqBZg+VAdA6AJeSLUJ+q+zA5JENcXV0pl8sZw4KzhsYMMIJN8+/k4uLCKqd7MTfrF7u5vLxsjCgNsOfm5pTL5QxYM79wdGlkzf3zc1hx9j0SKCT1FWaFsZ+bm7MEAUkm4K9Wq5qfn+9znH0NMlglTxJ40AjwYd4B7gBTOCU4vQA+GC76qmLn5+bmTKcHePXtvO463ipgdde/bwNW4c9It1dWv+u7njEJG7kw1R0GIP7f/nrhEKRnVgjj+Z+FgRH/93qjMLMW1mL5w4MZfz5//2F2zD+7r/0RDq36MfH/9xsP3+Nc/jwe5Pix8rozwBwZP74OiQe+GDHunYw2jAsARLopGIcxhI6nDplngFiM0PVkAfqx415grxDTRyI31bUptgcIIiuIRY+Q+eLiwoBLNpu1Re03T7LzAA6np6dWwRuAw7/ZNMlso4ZOq9XSixcvrGI5xvvy8lLvv/++ksmkms2m1c3x5R7wFtfX163OFdQ9WrButyckPzo60tLSkvL5vD766CN99tlnSqfT+s53vqOlpaW+8NPk5KT+8T/+x/rrv/5rGwOek7lSKpXMG/7JT35iDEIk0hOp//Ef/7EePXqkTCZjPRi9PgwtDKCMTfCdd94xjR7vk0r3hEW8FtGvG37X7XZtEybsQqgERgYNC/qwcHjPOyLhMJxnJAGOpVLJAEIymbSCoD4LC72Ptxu8I74vyQThUk97giYqfIRtHDYJXUvYToelBN7eBUFg7UxisZgVX5R6rMGHH36oWq2mzc1N3b9/X/l8Xp988okk2cYOmEMDRaV46rmhnyE02mq1NDc3p9nZWb1+/VqTk5P65JNPrEwIuj6YM8qO0OS7UCjYemk0GpYEMTo6qtnZWR0cHFh5E5wi7D32lOKulF7ALsFkjY2N6eDgQJIMeLXbbSt2DBNHeE2SAXqyeBljdE3YI0lmT+k7SMYu5SZgl0gOwSnwjcvHx8etZ+IHH3xgjh1tbziur6+tn2G73bZehWgAO52OlbyAgZV6zgrrGLvr9wXC974uod8feffYZs5HEV1JVtEeZpGx5D2RUYm8BMD+VY63CliFQcNt/x604O9ipsLnDx+eJQoDsnB4bNB3v+x3/BuWBmYqDFi8dsKHp77sWoOuzc/98+Cthc/J7/i/vy9vqP132IB4Fn9NPAo2PQ8gPfvFZsH3+Y7/OYvPC4L9OXhGH5KrVqvmbXFNPBlScMPPVavVTB8jyVL00dYMDw9bMUKE25y72WxaCwoPonluwBMbN8Cv2Wza+TAc6HTQSIyPjyuRSFhoIhaL2aYHOKShMc97eXlptPrBwYG16pmenjaxsCTblNG8LC4uqtvtmk4CzUa5XDYNjNQTqJ6dndlGxuZF1uDCwoJGRkYMCAwNDenJkyd68uRJn27B92UEuD548EDNZtNS2BEP12o1C99g9D2l32639e6772pmZkabm5taWFjQxx9/rJOTE+VyOU1PT+v+/fuq1Wqm66BekWefePeE8ZjPnkGtVCra29szgMlmODY2ZuEuwg8UJ0RADpCHxSAUN0hbw0bI2iBz0ttJvPFCoaCJiQkraMrGTlgILx1bABjxrIZfox5ofZXj9evXWlxc7GPOYFZ8liYHawMNEckZUs/+/exnP7N2SC9evNA/+Af/QA8fPtSf/umf9jF/zDP/7rBJOzs7mpmZsQgE82lxcdE6GrRaLQs9wb4A+Fqtls3zfD5vwO7FixeSZGFFwnOs8VgsZmHC58+fGxhmgybhxRcqBYQjWu90OsZQjY6OmpCbBAquh72CWUb75EP/hAVJ2EHMX6lUDPD41j+ATklWTJi6VJK0sLBgIbjJyUlj9llDACucWZ6j3e6VF8FRYy2fnZ1pfn7e1hDXQYfG/fNzsms948vPWMtEUgh1jo2N6ejoSKVSyTICV1ZWVCqVLASPU004sVwu27MxNqOjo1Zr8K7jrQJWg1ipL/v/bWBp0OfDyJbv+9+FP+f/HsQoDQJ7ABXPvvBzNhW+7zdj6ca7vS2G68+HQQFkeNYt/Ox8zv/eM00ecPkMCH7HxoJ37e/F/y78vfCYhtkorsf9SzesF+CHcgPh++BevNjQh1jCzw0dD2glFEV6M4xBt9s14S91pTqdjmmiKMzJJuL7ymHEw3NBuqnZEolElMvldHBwoOPjY2OZMIywPz6zh2wvzsnY0IsMYTSbNSnVGGTCb2SukTVzdXWl5eVlzc3NqVgsGsNH6ACd3uLioorFoqVvT05OampqSoVCQcvLy2q1WtrY2FA2m7Veh1/72tes0CeFG/f39zUzM2P3TIYUcy6fz2tubk57e3umH0FET/sdQCnhC4BSrVbTZ599pvPzcz19+lQLCwt6/Pixpes/fPiwT2s0NDRkIPX09NRqB+EAoSk5Ojoyo3tycqJnz55ZuGNqakq5XK6vDhabeDweN7aSVHrehXc6AIiABTZLv1ZxNqrVqoVLMfDMOV8+gAQAwk/Me+9gIoKmFpmvQ3Tb4W0KLHEsFtPKyooxYYMcn7CTLMkYNthhQOXLly/1+eefm1MzMTGho6MjLSwsaH5+3hrt+vMzh7rdrl68eKF8Pm9arSAIbDxGRkZ0cHBgLOn5+bkWFxe1vb2tw8ND29ybzabK5XIfUwvDzXhKN9XmmS/STZIArDNMyccff6xkMqmPP/7Y2CxfwTsSiVjtvevrayvYiWYPXSNhQEoE4Hi2271yCegYmUNk3RUKhb4yIYQd0T4RESgUCjo+PtbU1JSxYujZxsbGLGEAQAoDJ8kK7WI/WAvYbUqSIItg3pdKJc3NzZnWU7oJ8wGC0f8xl3GqYGdxNtl72YsYv5GRESu/MDQ0pL29vT4CA70jzBoOKI6Wn9O3ZeVyvDXASrq97lT45x4Y+c982fn8v3npX+V7X2Zs+Az3AVpmA/QgLhyW4/cYlrtAogclfsMGOPj/h5+B34fBXvjeMPQ+E0m6AUlhJs3HmgEIAEbPkHF+z05xXpgB/yxsFHgGXlzu02N91WYWkweAAC02UjICvS5EUh/DxRiUSiWLrWNUMXSEHAGRnt3gnN64YfSOj4+Vy+UMGOEZT09PW60oxhgvFiNM+KBSqajb7fWoy2azpvE6OzvTycmJjo6OjAVKpVJKpVJWhR2wEASBhSzwGsn8Gx8f1+7urolXCV8lk0lls1kDeBjKWCymnZ0dLS0tmfC31Wrp8PDQQjQAKDxjdCW8R6+NuHfvnrFoR0dHWl5eViKRsNDg5eWlXr9+rePjYztPoVCwjEGSAQ4PD1Wr1fT48WPl83mr/u7D8OGwAmFgjDIbGszC3t6eUqmUksmktekgXImAt91um3AXMTWAEODF2mSDYIPzCSc+YYNyAThevsAumzqNpWEvpqenbT4SMva2MhbrtUYiu/OrMFT+c5QjmJub0+TkpDUI984qiSK32VmACv9vNBr6kz/5EzsXz/fq1SstLS1pfn5ehULB1jIlH7BZjLHP+CR8DCM9PDxsrZewEQDEcHcGgGk0GtWLFy8sNP7w4UMLvafTaQNriUTCWhZdXvYaIx8eHurevXtaWVmxMQmCXvbl3t6eMejUoiJzcmJiwvrySbK55CMa2A9CjhcXF1YPjwxQ5geZjdhSauxVq1Vre0SHAGrH8f4oGjw2NqZ0Om3ghixbwIfXkwLcmM/YChxHX6rh/Pxcb9680fT0tJUuoeSDdAPiYZd8din7CHbd7yeSLLlBuik+yvokGsG9U6AXe+CjGKxd9ra7jrcCWHmPxoMCv+mHwZT/rv/bf37Q5waFtAbpBsKb9G33/VXuhSOsN2Bzxbj70JQXaQ8Ktflx8hu4B2/h5/Teow/l+fHFi/bX9mCQfw8CV55pIySCtzIIGHsPgPv3/+azhMYIbTAOHnixWfK9bDar09NTy5zx98wz8m8fMmRR8W7QAqBz8u0k0EQgHseIARyou9RoNKzOE1oe6mchfifLJZPJ6MGDB1YHhvDa/Px8H5PX7Xa1s7NjlaLZxA8PD22+wEggaOe9UMfr6urK6lKhBeOdxWI3dbsQY6M5wJMNgp6WYXd311rpALowjLACsIowLL5XGSJTjH+r1dK7776ri4sL3b9/X5Isi9DPE+qQAcwQp1OmAXHxj370I62tranZbFqmG+PIGiBTj/8DcgBrbBLT09MqFouWHcVc4f1TJuHk5ETZbNaKIcbjcR0eHhorBAibmZkxZuX4+NgAdnjdM38BuMwxScZIAO7YaJPJpDkSPtPWH8y9QbZ10OFtYiwW09bWlmZnZxUEvYbA6He4DrbEXz/sgPrM5R/+8Ic6OjrSyMiIVldXlcvl9P7772tvb8+y5ZaXl1UsFhWNRo01IXsQgTTz4Pz83ELXx8fHSiQS9szYAyrek3HGXGUe8/fjx4/18uVLTU9P23zlvn0GY71e171791QqlZROp7W3t9e35khCQUtIWJAEiqOjIyWTSctsJMRFlhsZuAjhAVWMK+Fl5iP9SfldIpGwllmce3FxUY1Gw9YQY4CEBcCFI3x6emrV/ZEjkOGNjo3OEDimzGd+hr7MC9uxWwAxnBYf3SCkDgs2MjJiYVXqXPmEHu4ZIFcul63PJDWysH3Y6MvLS9N4+bIVOCkA0duOtwJYSYNF6oNCVuHvhH/uwVj43Bz+JbGZ+o0cQzRIdPllhwdkg0Bb+D4GAQwOJoX/Pp/zXm8YTA0CpLfpsPxzh6lOz7r5z7JQMPRhHRT3ye+98DcMnMlS4hoeHHkPnnP74oiINb0HToYPRoKMEj/evGM2TjxTxoh7A8QBkqhkzDuBZSTU5ZkyQAMhKzRSZChS62Zpacm84KGhIdXrde3v75vR4Z58c1u8qKWlJc3OzlpRTrIZye4D0GAclpaWzDsrlUoWvsKgMG4nJye22bZavbIYkUjEyg8sLy/r5cuXury81O7urrLZrM7Pz1WpVLS7u6uRkRGtra0Zu4dYNJ1Oq9PpVZ1HJwW9zybBJlUul61YKe8Hbz0ajVql+E6nY3oTBNTn5+dWp2hhYUE/+clP9Pr1ax0cHGh1dVXvvfeeJGl2dlZjY2N9c5cxQfQKE8R67Ha7toEAJEdHR1Uul81ov3792phENoJOp5eE4YEc4U28bDY+NhbWIDaCtRQEgYFM2Aw0U2wKzG1YAgonEqbxNpY18FVtHAdglnuganzYVoTtOe8T1oPPnJ2d6ac//amd+7d+67c0Pz9v418sFg0gr6+vq9FomOMwPNxrUn11daWFhQV9+OGHmpqaMl0RYm0YTuYRLBlMydTUlNrtXuFZ7pUwPYyt1Ntg0UFOTU1pbm5Om5ubluE6PT1tJUIuLy9VKBSMXfJ7BGLzi4sLbW5ummD+4ODAGG2yoq+vr5VOp5XJZLS/v29MUTqdVrFYtPBemI1Hh8ecgO3y7CfsKCUTGHNYT9+NgCw5nCLm5PX1tbHhkUjEKuITOgfw+QK0ANdIJGLvmvXIvYaBFkkOJDAA3jkvNo09iPl4fn5u7DNsK504MpmMJetgu9mfwpGupaUlLSws3Lk23jpg9Z/zOw+8BgEtz4gxCXzobhBAuw2I4EGEtVH8zt+X/3/4/sKCcL7v78PH3weFygbd16B7CY+Hv8fwpOG7GB0/MT3TxaQNZ2xwH1C9sD1hRonze+Dkhc3+nngW6geFAZ5/vwgtKVAHA8OY471IN54S98c7YXwBTyw0z1ihh2EDZj50Op2+BqzdbteMPZk9hDiur6+tKTAiSpgWr1WgzUQul7PnIM0cbQPsB+dCa8V7ikQiOjg4MDEmGyJlDfb29owFJEMRo8NG3Ww2FQSBsWmEEJ8/f67vf//7Ojk5sRIIFFX0AlkqPlNwk+wlvEQMGcVc6dGF4Wcz7Ha7isfjmpmZsSrmGNapqak+XdeTJ0+sN2MkElE6ndbp6akODg50cXGhe/fu2bz3qduE0/xaAgx4GzA+Pm4sB214vvWtb1mGE+AGr9qHZRCnM7foS0k4yGcDAyABaqwdXw4BpgsdWSQSsQSMSqXSl5UYZuT/rqBK6oFQQmKEmfw68EDKO3DYExwKr7FD+7i2tmZlMdbX1/Xq1SvVajWtrq6qWq1qaWnJRNKJREJbW1tqt9taW1uzzf3k5MTqiuEAsbZKpZLy+bza7ba+/vWva2hoSEdHRyoWi7YOvM6z0+lliqbTaZXLZZVKJXvGzz//XIuLi3r8+LEODg6shEMkEtH29rYikV6l9snJSe3v79v8bTablpAC210sFjU+Pq5cLqfDw0Ozn4Bw7onegIBpGHpCZZQFqNVqBmawcT7zD2ANky31woFoKClBsLS01GfTENKj5xseHlY+n9fIyIhevnxpTC+tu7A5nU4veQemkaK/hGbT6bRpoTqdjmUiXl5eWnKIJCsIiz4MYI52k3UlyRjRTqdjLXqSyaT1Sx0fH7dn9zX7OBfAi8/SN/Ku4ysDqyAIopLel7Tf7Xb/aRAEq5L+jaS0pJ9L+l90u92rIAhGJP2/JH1LUlnSf9vtdre+6nVuuXbf/weFBm8DVPzb/z4cjguHwzyA4DN8Jwxo/HU8E8Z9e8AT/q5nrPzPbrtWmFHxWhEPeDxz5O8jHO7j5/6PpD6vlnN5MAmgQuTraX3uBcAE2PHXwxMHmHhGCrGhB6Y8t2+cyd/E8DnI1BoZGVGlUlEqlTJv0W9UvDNAFVkliBTx8DDKXgPkQ4nE8y8vL60fIeeVeplDZAwi8n39+rUKhYLi8bi13ACQIZD2XieVoCksSpgC7QOAxb9nwAgeLCwUzz80NKTl5WVjk+j7Rvjy8vJSq6urevHihXnekUiv0vbz5881Pz+vo6MjE393u70Mwe3tbQNd09PTVoqBjY6NE9DLHIMl4r2g48AT9mFz3tPs7KyFUxGL12o1FQoFPXz4UKOjo0okEtaIGPZpf3/f2AnvtTNubPrMaQ/mcc6Yj8yVbrdrqfnxeFyFQsEYKNaU12fwO9aAdFNjinkcdtoIJTGXw44bazPM/qMTY6w9C/6fA6g8Q5zJZOwdDQ0NWc2xuw7GMlzLLhaLKZfL6cWLF8YKStL6+rq2tra0u7urlZUVzc3N9YFLCtp+8sknVlGeeQETjDPCNVOplIWFr66u1Gw2dXBwYGANTZt0w5xjd9rtts3lbrdrAI4m47BdrHmq7eOs+Dkei8WMbaZUgS87gDOYyWSUTqd1fX2tarVqIDyVSqlSqVhnBZ4bxwNQx7iPjo4aC3V0dGRgnJIks7OzVnoF/aAkS4TBmfVhNtji09NTC5OenZ3p5cuXBvC63a6VIkEDx1yanJw0e4q2DEDpNXg46yTqEOZFbiDJQuF+//DaL8a/VqupXC6bTpcCsNT2mp6eVq1Ws+eEQceR8slRg46/C2P1v5L0mSR6DfyfJP2fu93uvwmC4P8h6X8p6f/+y7+r3W53IwiC/+6Xn/tvv+zkd4XM7grrDfKE+H8YbIVDQt5Ye9ARPm5jtLyWIAzk/Oek/ppSPjzmwZNnXiT1fS58zbAR5fP+u/7fgBeMa1g7xbkwImEK3wMrDzL4PePmmUF/fjYMz7Z5I4+h9J4in/Hn9dfjdx5YEaJBM4F3R9o0z86zIGble7w7BLH+OfHI/XwhI4aNk1ABz8OCJiuPkFQQBH2p85K0tbWleDxu1Y+j0aiKxaI9M89HuAL9GpWPyW7kHsfHx61aM5XeEebGYr0GpYQzMC60DOl2u9boFY0QrSlGR0e1v7+vVqulZDJpYUuMIhve2NiYyuWyhSB8aMszgzBVnc5NPTL+z1zyf7MJU0aA94/+C6ofTRTATZIBAPR3OAB4o8xbQLUPm3i2GyeGPncnJyfW1BYvnMxRMjRjsZtaY+hX8Jp9iA9Gwx+wdd7ZGBRmY034eUXIiJAUawJd2X/JwTUIZ/7bf/tv9Qd/8AcGjAbZdMYO5+3Fixfa29vT7/zO7+g73/mOnj9/rhcvXqhYLBqIGhsbM7ZnaGjIMgqr1ap2dnZsY2f+TE1NWZYs4bhMJiOpF1Kkv2YQBFZ+QJL17INNhaldWVmxUDOaJT7faDR0dHSk09NT079xT48ePepr8IsdJNuNtQjLhAYLEEhpBVhrnF4y5ba3t/sqxMOsEYamECeOG50MeE72BWreAUR5jnQ6bZmPhJOnp6fN/iF12NjY0OnpqZrNpmnkwuG4MODxtfgYo6GhXg9PmCpAEFIA7/Sid+Jv5BUwk549lW66FgwNDRmoBrghn/DlIDhYm5R8qdVqmpubu3NdfCVgFQTBgqTfl/R/lPS/Dnqr5Xcl/c9++ZH/p6T/vXrA6g9++W9J+v9K+r8FQRB0w8gkdIQB0pfczxeAjv/doPMO+rffID1T5Tfx265xW6hNGsxq8fNBXuZtABDvgM/iXXAezwR5I4YR5+dMpkFgSrrRjkg3rSjC980fr7fyGjUPltBeYEzCjJpn1rxWZJAhZiP2qbCeacM4hwX0fBYR7/z8vI0NKe8wDHgrCDcZK56Ra3pAwOKjn1alUjG9l2f+arWazs7O9Mknn1jIC1FpPB63+6X2lq9UjHeFd4mOBjBDyG53d9dYA8TueL7FYlFBEFj5BjJ5EHiiMUKMDlDwrAPMFGD27OxMQRDoyZMn+tGPfqRcLqdPPvlE5XK5Lwy6sbFhBjwchvAspQfbnnHF8SFs6teFJKvRA9jvdDr2Xubm5sxwEgKgvk8ymVS73TYxORooH87iOp599eube6RGD6wca6Zer9t3JZmwmmdnY2VNcT5CEWEmls+h8/P3GT5YM962Aa5GR0cNBCwvL99aWf2rHj4sPzo6as3Pfasqfx+emQbU/Mmf/ImOj4/19a9/XRsbG0qlUqrX6/rrv/5r/eEf/qFisV6bo88++6wPGJMdSkkRQuvr6+uamZlRsVhUsVg0J4S2ML7mUbfbtWzbZDKpRqNh1cgzmYw6nY4xLIieAd3MdZihxcVFC+1PTk5qcnJS9Xq9L5PPszfdbtdq1OHg0CBdkrHurA0cnN3dXcViMS0sLOjg4MCcNhxTkl6QaYQTGDKZjKrVah/7j4O4vLysZDJp64oEIXRLuVxOi4uLisViev36tQFQKt6zfxAKhSWCFQNASTf6Nemm1x9sPOFh3xKHkChsM9o0xodw6cjIiGUM+8gT8zQa7SWAUMaj3e4VNo3H42o0Gjo8PLSwIqFatF+E5P9ridf/L5L+t5Jwo9KSat1ul1z7PUnzv/z3vKTdXy66VhAE9V9+vvRlFxnEPt0Fom77vj/HXZ/5que4LVQn3RiI8PV82A7D7z/PhApvLoAFf17vmfpNCFbEM1sg+rAIzx9c05dKwIAwwb3eCTrUPzselU+l5fPEpT0Dx3k8sAJAMBZsRFwPOphF5cOZHBgUDwIBQgAWxNHQ9bSVgaVi822322bkut2ugQ7AqXSjs+G58XiGhoasqKLXZUB9p1Ip1Wo12+SbzaaxSbu7u5ZdMzo6aoaa67EZo7E6OztTuVxWJpPR8vKyJFnIbWJioo9+ZzMjZEhD6vHxcTWbTS0tLdl9v3z50rIEqaFF+QK0PYQE2OC/9rWvGaX+5MkTY2CSyaTpVsrlspVgqNfrxjIxf5grAGhJfeAWOwBrg4PBPCbFHqNKiFWSbRAY91QqZczA1NSUice5DnObdeJLL3h2De8dcBoEgdU7Q1e2uLhoZRlgXUgSgFkAYPq1mEgk+vSVrHXmA+wk5TgGOWZhJot/p9NpcyBKpZIymcyXFjscdAyyo7RZ4nxh9izMqknS/v6+9dn78Y9/rH/2z/6Zfvd3f1f/4T/8Bz1//lyNRkPxeNwq5R8dHSmTyVgbJuwb82Jra8sqrMOacF1ASC6XM41QrVbTzMyMDg8PTd6ATo81PD8/r263J36mjdP4+LgWFhZMmyjJMkG3trbU7fYq8QPaYWthe8jO4/63t7clyVgqbJYk0zvxLMxtHCacbIALDgFrigxkbMDx8bHVpYLxoStEs9nUwsKChQmHh4dVr9cVBL1G2IlEwjRtvgYdrBHvHxsIeGV/4neEUgF8nuFi/wO0kZQ0PHzT95T1UywWLfHg/PxcH330kbrdrtbW1hSNRi0sOzExYQAT2YYky9IllAhYSyaTevDggfL5vCTpzZs3VsIFpu6u40uBVRAE/1RSodvt/jwIgu9/2ee/6hEEwX8v6b+X+sNW0u0s020ga9DPw8yTN5z+uI2uDnvHgArP2NzFamGEBzEwYW/Te+t8Bio3XC8DfYl0wzSRbcHv+UOIRroBIDwbz+IZLx8WJQTiz9vtdvsMPsCHcfWAhsUdDkn4cQ+PpWcKeKZBrAbXYxzZ9LhP2A1qlTSbTbsfMsgAPIeHhyoUClYTh83ehyQBqBghNnCuQ1q31GMwpqenNTQ0ZFkmiDyhn9PptC4vL7Wzs6NoNGoeLfVdSGPGgDCXEXO3223L8Gu1Wvrggw8kyapuw7x4UD4zM2Mpxp9++qlp0SKRiPVGu76+Vq1WswKoPoMK3RetPcrlsn7yk59oZmZG4+PjisfjJj6dnp5WuVzWxx9/rAcPHtjGghYFUIpxI+wFM8XfGG3YIJhJQLLPboOFnJycNKCITgUgRBmC1dVVzc7O2jghPmde+XpRfu56xsG3JZqcnFQul9PR0ZFp4MhI4x55D15+wDXDDiXsCuEpbAKbM+DQOxvhNXXXkc1mrQCiFzJ/lYN7ZT36dZtIJNTpdLS7u2tghPfmv8ffhUJB6+vr5mR9+umn+kf/6B/p29/+tn7+859rb29PBwcHWlpaMmB5fHysd955R+Vy2RyfpaUlZbNZbW5uGrjodDpaWFiwNlEw4pQ38SHxTqfXHJ1Gv17/CStPdOD8/Fzlclmnp6daX1837RrtbrA/zCkAAKGqcrms2dlZawrNz3gPOBO+fh/MPlXO0QYeHR31ZQ0yx4MgsPIJjx8/1s7Ojmq1mrH2r169ModjenpaZ2dnSqfTxpo/e/ZMs7OzmpyctM4EU1NTFj6nZROZj5FIr/sE7BzrFJtcrVb7xPNhFlO6cSCvrq5Uq9U0OjqqTCZjTB/M6sXFhWnGksmkMpmMRRva7baSyaSVUMDZicVimpmZUaVSsa4ZhBKxvVR3J/mpVCrp008/tfeGXpN9wLftGXR8Fcbqe5L+WRAE/0TSqHoaq/+rpGQQBLFfslYLkvZ/+fl9SYuS9oIgiEmaUk/EHl6g/6Ok/1GShoeHu2HjEvrsnaBq0OfD57sNBN3m2Un9pROkL/bYCxuMMMPlvW0OFhov1n8OQ+tDM/7w2g5Pm4b1VBgCf04WnH8279kEQdC3uXBPPqzmn5PN0odF/LOHx5h78Swcn/eZVtyb35AYN79Y2aAIgXE/flwl2f/xMiKRiFHECDP9PXuGCHAKoyHdsBlsflIvdo8Hk06ntb+/r5GREe3t7Wl9fd28z6GhIfOsqAlFyQHKJkxMTFiPQFKZYVdyuVxfSjue1/HxsfL5vAEXCugFQWBd4/HYxsfH9eTJE3366adWfNDXVILJgtmYnJxUMpnU3Nycrq+v9fLlS/MgcRLeeecddbtdq+80OjqqYrFoYce1tTV99tlndj+5XO4LrIpn1xgrrhEEgY01n/WA2ofXqCUkyUKtvk4T856igZzLJ2KwjliLbF5suNwrFegBUvPz818A/+fn55YNSN0tNguMNmAS9oGWJ77SPvcOkzo0NKRisahMJmNeP2Nzl8PHZ8KA78u+59cH4+Mzm2FPNjY2+sIkg6IQkrS3t6cf/OAH+sM//EM9efJEhULBNu90Oq2vfe1r2tzc1MuXL62QJYkokizrN5PJaG5uTkNDQ1pYWOhjvam1hNYK+3N+fq6lpSULv0nqY0lgBWEZk8mkKpWKtre3NTU1pXv37qnZbOr999+3sgPYleHhXi/ParWqjY0NdTodE/THYjHTMbIWZmdnrcMDTitz+vj42Ma5VqsZ2MK5icfj1pYFZxvHb21tTc+fP7cMPZw9xmN/f1/tdq/9Fxl5y8vLGh0d1eeff65KpWIMO7qyIAjMgTo5OVEqlVI+n9fCwoI+//xzHR0dmVOGs8Y9UU7FZ5nDIGHL6LfI9VqtXl0/HBienyr4nIvMR3oaYit8cgH6Ut5tPB43W5lKpfTixQvVajVNTEwokUgolUqpVCppc3PT6th94xvf0NzcnHZ2duwatx1fCqy63e7/IOl/+OXi+L6k/0232/2fB0Hw/5H036iXGfivJP27X37l3//y/3/7y9//WXfQbvt3OMILfhD1/WXf+bucP8yehTVT0g0zJH2RcePwrI0/BxlaYTDjjQ9gIXx+gIi/vgcbYR0Uf/tNQ7rJhpP6q5pjJJjw3CNgKjwWPkTm/w5/3nvSPlTGzwFnhHv4P/fD5sPmAqXrn4/v+7i9z65DXxWNRq15KvdJ7J4wDffNdVlIkUhElUrFNkpCfNFoVM1m0wTohUJBZ2dnqtfrtjDpH0e7ina7rYcPHxrbQmFDCgCiSxgeHrZmx5L6xLOSzPDznhBidjodJZNJjY2NaXd31zbCRqNhhQxh9dLptBk6qnHfv3/fatoQVuUdTExMKJ1Oa2ZmRldXVyoUChYW29nZUavV0sHBgSKRXv2r1dVVS1H3oVTG1DspHmh5FoY5y3ujsjbzyeusCLnACLKmxsfHraCoD1H4RAV/PZgzNocwO0A6P9ofQAvsEgCwXC5bCMT/zq8NxhaQwtz2zgvPjnaI6/FOmf9fFt7j+f+uptkzZFyDllOwqqS/hw8PNn/4wx9qa2tLe3t7+uY3v6mPPvpIuVxOpVJJqVRKq6urVvyWTRRWirUKe8c9+YwtgCvFM7l+t9tVpVJROp02xot3BNPEcxJ+R2vD2kkmk1pbW9Pu7q6q1aqur681MzNj2XCwG7u7u5aM0mg0dHZ2ZkAqFuu1iSILF/BA43DYrG63a0w318L5mJmZ0ezsrIrFooaGeu16MpmMCeEJ/RPWZBwp1YCek2vs7+9rYWGhrxivJJvfnU7HQvq864WFBR0eHlrGI2FS6ocx1wg3ohNFdpHP5/Xq1StzdhHRI9LHsfeFlEm8IcyKQ8n88qF91hrr08/FeDxu9gCwSpicqFE2m7XyMnt7e1Yqx0eDBh3/JXWs/neS/k0QBP8HSR9I+p9++fP/SdL/OwiCTUkVSf/dVz1hmDYedIRDg+Hf3fWz8Pn/SwEZB8bZhwr9+Xw4r93uFVUjjORBl2eRONg0wpQ/m4YHSIAE/h0+d3hcfOgjfC7u1QMyP5aebfPX8uAOAOQ3GA8Iwu/ae+aAG9+qRpJ55hgF/u8ZNc/WsUnBDrBYaU8zPj5uGTB4NRiA09NT8wQxLtRfYQNGV0EojcbJsVhM09PTurq6Mm1DNpvVxMSEisWidnd3DWAcHx9bKnWn0zG9BRWG8TLRhQEqSZuGas9kMpYVSKYa72FyclKlUsn61WE8hoaGrN0LBi0Wi9l3x8fHDVzBrJF1B9hio8A453I5nZycmFj86dOn+u3f/m0lk0l99tlnarfblmrun8mDG8+wYtAxvrCJsI58n/cCcwl4g5ECCBHK4GCeAWaZq8xx5plneAE7hBpOT0+VSCS+ADzYYBD883vKV6Bj4X2jw2q32yb09dmqHDBlaE+oieWbGg9at2HAyhgPAraMKboYr7PkPZ2enupHP/qRvv/975vO8P3339e7777bB2g4Wq2WfvGLX5hInBpotJw5Pj7W4uKiNT3e2tpSrVZTJpNRPp/XRx99pIODAy0vL2tnZ0fdbtc2P5j+4+Njfe9737Pej59//rlVz06lUqpWq5aQMT09rXq9bskNFLUFEAEk0GLRbmVsbEz37t2z7gJkLKLZgbX1GbE4IITx6XnYarW0vb2tBw8eaGJiQsPDw9rb27OCoDg7tVrNEi7m5ubsXZPteHZ2Zgz75uamgTBkCCRLxONxpdNp+zyfSyaT5gCgWYTRghWLRCLWGiqbzVqiC84piTGtVssqvAMcuc7l5aU2NjZ07949k1r88Ic/NFDMuNHSp1QqWemFkZERC0HWajVL0mHOA+AYd2wYRZVhsNPptBVOpaYV4It9oNvtand3V8lkUuPj49rf39ejR4/M5tx1/J2AVbfb/QtJf/HLf7+W9O0Bn7mQ9Id/l/NKd9eqGhSmC3/W/+4uBsr/7KsALQ9MbgN9njkKs0AYUx8iYBIOeg6MGYbLgxR/f/yeRevDfYM0a4NYt/DvPEvFBuXPFR4fQJ8Xn3MeJjX37r+Dx+8NONfhWXgOnh+AREgGbwXP0mcL+oVFWMWPr38HPhyA9++1LZ7FI4zHc8OYwECSgZhIJCzEw8ZAphEAFwHyz3/+c8ucQxvCGJKG3W63zQNFqyTdNLFF50NKfSwW62tKzaaSz+e1t7dnRi6Xyxm13+12+1inSCRioKder1toOh6PW8NeWt3Mz8/r+vpah4eHGh8f18uXL62tS6fT0YsXL/SNb3xDuVxOnU7HxLAYT5+VB1vHPGCjIITOvGKuUGxwaGjIkg689u7y8tLuPQgCEzwzhv5cGF+8f8+iku5NuCYIegJkkiPQsNFrDhEyTOnw8LBt4l6nxXWpq4StOD4+1tHRkR48ePAF+4e3zXwGpNBLEeBESDW8BqUvOk1+vrM+tra2VKlUtLa2ZpXsPZvoAebOzo42Nja0trZmgmHOx323Wi09f/5cP//5z1UsFk0Y3el0zNGp1+tqNBrKZrN68uSJ/uN//I/68MMP9Tu/8zs6ODjQ7u6unj59qm9/+9tWtqRcLtscohTJ9PS0crmcZmdn+xzGer2uy8tLHR8fK5lMamRkRPl83lhfEjuCINDu7q6ur6+t3+b19bUmJiaMuc1msyqVStre3tbExITK5bJpfOi/hxAdQC7ddCCoVqvGSMdivfZAqVRKExMTWl9ft3pwQRBYSJkacEHQ6yqA40mBWcorIPxOJBKanZ3V2dmZNVn3yTaRSE9jSQFO5oavywfAp3kysgHWTzab1dXVlZ49e2bzGecHsESxYRgrbCDRg7W1Netx+OjRI2tBBANPD1RC+Nls1kAmzCP1u5AokBXuEz/IACQzmHZGFJYlM5uyEufn56bBTafTajabyufz/3WB1dtyhD2xQQ85CFz5RX4bOzYIPPi/72K0PHiBZQoDGr4fBmz+8KCJ5/TGLGxovcjdhwG9EQyPgR8HDKnP0AIsAVygUQnl8DtADOfwoRq8EX4HYyT1G3b/vP7fbAgAKLRpCOu5Z/9u/Hmg7z0TQWPUk5MTAxTE/1nweJ6ItyXZGMAykabPffJs3L9vXzE8PGzG+vz8XDs7O8Y0EEoMsySMG0wYrBvjjrgeQ8K4RiKRvobS6CFarZZpcubn542Jo2Ex4yDdVByWZEwZxowQIqGLi4sLVatVA4alUsnq48AwLSwsWPp6Pp830Mb7ZC147aHPngvrA/2aAOCQTHB2dmbtNzxTxDkQonJ9r+kCUDMWAEyf7YSImdDg0FCvMj5hXjRz3W5X5XLZNhIylyYnJ60kBsB3ZmbGWm1IN6EMRLUwbz58h4i22+3aBkMWol+D/t+sX/50uzdZmNga31h8d3dXBwcHevbsmf75P//nVrXd25DJyUk9fvzYQG08Htf3vve9L9iaq6sr7e3t6cc//nFfORjWcCaT0c9+9jO12219/PHH+of/8B9a5fUPP/xQS0tL+vDDDxWJRFQoFDQ/P68XL170sYBTU1OKx+N69OiRFhcXreba7OyslZgAyFFJPAgCK8OQSqX0+vVrS2h47733TIs0OzurTqejcrlsgm+qqQdBT8h9enqqw8ND/f7v/74+/PBDdTodpVIpLS8vK5fL6dNPP1WhUDCmPJfLqVaraWdnRysrK339BmFUzs/PzQlgPuG00WOTxBJfniOZTBqTiY6SkHa73bZCxDhmpVJJq6urxnofHR2Z/SMjjmKwPO/W1pY5c1NTUwZ2sL84krxnkmCazaaOj4+t3I3XRQZBr7PD/fv3rRUXNgmGmzDc5eWlFcyFcQ+CwBIRPKuLbSMzHLt2dXWlDz74wNjIubk5LS0t6eOPP7bow+PHj60g6fX1tY6Pjy1kfNvx1gKr21iSQZ/h3/7/YZZnEAi7jRUbBHYwbIOu70MEngHyeiPOEQZHtwElbzDCmYE+rMfzeA2GD0l6DzQ8ZuHQpde9AF44r68EDfJnQ2dzDOvJWGAeYGKYfegmfH3PUAHkwoAUlso/E9fCaAfBjRZlamqqb8PC+0TwDJjCO8Pr8m0N/DVgAjigjoeHhy3LhzIAZKtdX1+bYfX6ILzlfD6vw8PDvhpThIx51lgsZu08YrFYX8q5F1TyPmAD0R1JUqlUMmPHZ1utloU5W62WPQPNVQnr+bAGqceEAin3QNuaSCRitP7W1pZWV1fNKAMOmJ8+sxORLxuIbyws3WjnWONkDTL/AD2sR56fEDBecBAEFrZlDuBUdLtdK3hKZWgAAWMEWAPI8dwwiT4rzGt30um0ASC/blmv9Gz0Ynm/nklYYO2tra3Z/PPn4rveHvkEGb/WOHez2bQ6PVdXV3r16pXee+89YzP8/GKNwVhIMvbFM8jMp4ODAwvFRSIRra6u6tvf/ra63Zu6Tq9fvzaWBB3VycmJut2uZZTi2Lzzzjv6i7/4C52dnVmZEJoLU+KiUqlYP05JxhDt7+8rnU7bvDs8PFQQBMZaVCoV3b9/X2tra6pUKlb8FQ0oTcLL5bKKxaKFK2mz9O6772p3d9cy1rrdrn7t135NP//5z/X8+XM9efLExujBgwf2XglxSbLzow0kBNlu91pjsfZh1crlsnK5nNnq2dlZjY+Pq1wuWwYhQM1rBVlLOEW5XM7sO2HHnZ2dvgzKi4sLVSqVvr6kIyMjWlhYUKlUsvuHPcpmswamCI9vbm5axrUPZV9fX1uiwNDQkIFh7gknEyePEhMARtYiIBJmmNI6OEtIAiKRiLHKiOiXl5f185//3N4H9rTRaJgu7q7jrQRWYXYpDIoGhf5uAyp81gOt8Pf9Bul1B4MYJw48LX8ez0J5oDXo8EBtELvkw2D+/jyb4+/P65Jgdzzr0263+8KPnNM/H4COe+MzvvAlf3PvgBjvTfvNwI8/4R6+40tAcC9cn3CMLyjn//abhd8cPOM1Pj5uC9+HxqilBBhhA8fgw+BgeKQecKpUKvYdjDsbZrVaVSKRsMw67nVqasqqQMMmDQ0NmWEmdMdmAmigIJ3PFvKsG+dKpVJWl4tipYSkuAfGqFKpWHo0gIK5gS4CgMR3FxcXbWzx9LxWIplMmsH1hUdhC6Hci8WiZdeReu3nOtfg3Nxju93WxMSEgVYPhMMhdeYP+jG8XEnGNko9loVQSTQatUSCer1uzgDgAJaQn8EUcs+EdNHBwTxRzoD1Ej683tDPa/7w7LAu3iED9APkms1mn1PkjT7znjlFeBfmw3cTAAABKgmRffOb3+wT/gL0vR7Oh/Y9E87nnz9/rlevXml3d9eAuCTl83nTDP7Wb/2Wtre39bOf/Uzf+973NDk5qZWVFT19+lR7e3s2d+v1uoGJTCajn//850okEspkMlZAk7IIgKXLy0vl83l985vfNK3R0dGRNjY2lMlkVCqVrF8n4BCAG4vFrMHy0dGRzafHjx/buqRswtjYmA4ODkz0Tj0k2BEAEutnaGjIisJStBP7SpjbawM9gIDNrNfrFuKCOZ6amrLs4263q6WlJevZiQMGgIjFYnr16pWB+jdv3igW67WeogYWOi5E72/evFEQBAaW4vG4gd779+9beBF7ViqVrD4Uz8IBUGJc3rx5o7m5OaVSKZMc4Fyxzqenp628Bz+nsTz9AH2NOnSXnU7HEn04J3X1Tk5OVCqVtLS0pG9961u6vr7WJ598oqurK8uKbjQa5tTedbw1wOq2sF6Y4bkNqEi3s1s+VMQGHz7PoFBf2JvDoHhQdds9eHA16P48Y+CvxaLCaHkGyx9eR+I3SF8nJAgCC69IN32n/LN4NsYzatwTAM/fr98U+CwbDj/zYQj/zBhwvGd+D4MA8OK6frPxOjfG34vWw4A5Go2a9gGjAdNQLBZNY0GHeDQeeP/UVOHAY4b5kW48LLJSPKhlc/YlEsjwQc8BmOl2exWgFxcXNTo6apXaAVVkJnFNPE1KMwA80ICgCaL2CoYsCAKrkwVQQDfGvEIk6sMQpIkDNGDz2DC4p3a7rXw+r+vraxWLReXzeX3/+99Xp9PR3t6eVlZW7P16cOQBsXdU/DzAGPo+XYjOfTia3mykU1cqFdNySDItG0ACYO1ZVzLbOC+gzjsyzFXmLl47YQNJlkwwyA54TSbPyjOGxffeSWG+8Z4A6LQT8tfBKfLePuvHO0jdbk9jVy6XrbdiIpHQr/7qrxpw9gAxDAp91lV4vQZBTwdFqxjCQq9fv9b+/r4ymYxSqZRmZ2f19a9/XT/+8Y/12Wef6cmTJxoZGVGhUNDf/M3fGGi/vLzU/v6+UqmUcrmccrmcut1e6JWaaIeHh3r06JG2t7et8wJp+mdnZ1peXtbKyorVZiJUz3NR3XtlZcWKeUrSv/t3/04nJyeWoUtYEI1Ss9m08D3sFWzYxcWFxsbGLHxP6LZYLOrw8NAcDnSGOCKdTseaORNCHBkZ0fb2tmq1mmKxmPL5vGKxmM3Ry8tLA1Ldbte0WKw1QAwV2hGi42ShscLJhsm5vr7WxsaGCoWCSqWSxsbGrL2Lr9mHMxSJ3JS3mZqaMgYXXR3zin8jBahWq+bAUrvLg2pJfYB+ZmbGMjWZk/QB9LIO7BXOH3sUIDCbzZp0IZfLaXd319qBYV+SyaQladx2vDXA6q7Dg6BB4Ok28DLIU2TxhMNr/O42cObPGTaUYVbGb+yeXfGhBs9E+X977ZDPbOD7Xt/kjaP3on0IEbaC70OV+jCa1+PcNrae2gc0Icz1YQUWr/8+nqYP0flNTLrRduCRd7tdSx8PjzO0sM/U8gyZny8TExNWasBrnahXQi85njEajVpl9G63a5swQMZvHoAUxp7Njk7pVB+vVqvW144wGC0yvBfFe8JzpkgsrXAkGQDEe93Z2TEwx7shLTmbzVpRPN756OhoX92XTqdjAA+GBtBFKLLT6QltG42GsXi+jlcs1ivABxCZnZ212lvf/va31Ww29eGHH5po1AuhWYsAP+aIB/h+XSJS91mpzEPWS6fTsd5mPpzqnTeYSIwsBpf5BdvEmmGOMXdhMGEuYZhOT0/NWwYIM68GSQm8g8O79sxhuJgwDEyn07EipT78GrZf3ln1IWyu7dmlSCRi7A597GZmZvokAXwWcDQyMtLXjoqQigdegIgf/OAHVkrh7OxMr1690l/+5V/qX//rf23v/bd+67e0u7urn/3sZwqCQFtbW2YT4vG4Dg4O1Ol09OrVK927d8+yfUulkr7zne+oWq1qcnJSP/nJT3T//n2rsp5MJs1+5XI5VSoV5XI5Kw8BM+hD5zAfhULBmNOVlRW9evVKkchNKRQ2aDbyqakpa8ZdLpf1/vvvm94J4fObN2/6yh9QngG7j42q1+s2L335ArJ0YWXZB7wdRIoAaCEjOBaLaXZ21sKspVJJiURChUJBrVZLjx8/1vHxsSKRiDE0kkzo3+l0tLi4qEKhYGMWiUQMyOEQUtvPM8eS7J3B7OMc+f2FgwjD2tqacrmczs7OtLOzo+np6T79KbZnZWXF7D3r6vz83LIiuQ9KSnhHjUKul5eXqtfr2t3dNQ0b63ByctIYwbuOtwpYhRkH/v1lwOqun3N4rw9wMwhI3HZ4FifMdoWNk6Q+0MCzcW3uBSCBceYa3BeshzfITMBBdWp8eNE/L2myHrzx/F4cywHrFdYWeePpw1MefPFcPjSJIQYw+o2C6xLe8GPCONITLgwIfbgUz4xz8nPEyo1Gw66xvLxsqcAvX76U1GNqfBNhD1LouUePNg/sfAZZp9NRsVi09hFokchaIYWZDROmB8ADmGk0GsaC4GXDMrDAj4+P7f3wXPF4XM1m08Jv+/v7qtfrxlKwCfgyAvSw414Q3F5eXurevXv65JNPbO4AgBDes6EnEgkzktlsVq9fv9a7776rdrutTz/9VPv7+zbnPv/8c/3Kr/yKGUPeL94yRpq5y7zxbLN3XDwziFMyMzNj72N/f9+yD3kfzJWzszPTrBAqJCTKZg6QZI3DePqK16SWE9LAmSCURCHYTCbTBxx9qJ9nOjo6snAuWhCMOJ9Bx+eZVd/bcZAdZQPrdrs2txhP2sYQNn/27JkuLi704MEDra+v9xVYZU3ieMBIvH79WmtraxZiD197bW1Ni4uLyuVy+r3f+z09ffpUW1tb+uCDD/RP/+k/NdYjl8tpfn5ef/RHf2Tsn+8JOTExoYuLCz19+lS/93u/p2w2a70q/8W/+BfqdHrJEh988IH+6I/+SNlsVuvr67axPn/+XM1mU1dXV6pUKlpeXlYQ9EJaiUTCwCJA+/LyUuPj4yZ2JhEE8MW6oWwGSRrT09OanJzU8fGxUqmUnj17png8bvPm0aNHevr0qYXqut2ulpeXVa/XVS6XVa/XFYn0Mu6GhoasNAP2DOcKqQCOEkV6SaK4vLxUPB7X3NyctWGiywRZd/fv31c+n1cQ9LoVFAoFpVIpG3dJlsiBIJ2My4uLC71588ayVLHblIBhHdNqCpCGY8N4eJIhFusVFu52e30Y6aG4srJiRWQJHaZSKY2PjyuRSGhkZMSasB8cHKhSqdj+xrjxPDij2H32HIogEyr29bdYrz5icdvx1gArbwwG/Zv/+7/9cRvbFA7xeYMSznD5MjbMh6Vu+45ngDxbxeF1UJyHjY4XCOjxIlkPjMJUOyCHDQYww//5vK9LA/jBaIaNoQ9ReADKZ9lYWTw8M/fiw5GMgw9L8G78GHkdDNoqNlzOiT7Dhya83srfI9eIx+NWRO7i4kLPnj3r++7Q0JCBT7LFMFTpdNq8WVKWYSPYJPlstVpVt9s1bcDJyYmJMIMg0MrKihk8SRYaoEUDrANp//6AyVhaWlKj0bBNvdvtGniCFQP8RCIRA1VsvNSt8dmVMD4clEl4+vSphSz9+KLZYVOnJlOr1dLm5qY1neYZO52OAS/CTbOzs8ae8A48cPJhYBgiHyJn7gM2w1pD5hbjQRiYelYeJLIZsAEwPpyLjUtSXzspnBySCKhlBcuH+JeedENDQ2b4mZ+ezaJfpGfAAEPeafBzmncYZuDDbB+AEYaU5zk/P1e1WtXV1ZWSyaQWFxe1sLBghRi9PfAO3unpqbEe9J/b2trSH/zBH/RpT7n3qakp/cZv/IZWV1eVz+dN51Kv1/Xxxx9bH8wgCPTo0SP91V/9lVVdJ8Psa1/7msbHx/XixQvF43HTLBE++8EPfqBMJmNh/na7rWazqTdv3mhkZMQK4gLOJiYm1Gw2Tay+v7+v0dFRvfPOOxoaGupjJLFH6+vr5pwUi0UDNvl8XsVi0TL3CIdHIhFruwKIPzk50e7urtbX1y1U2Gg0rKRCKpXSycmJ9vb2DEwCAnC0Tk9PzV50Or0imdFoVPPz88a2EM7tdDoqlUrWRQFdF+O3srJiDjE1qgB2JNxgJ0hsIBu4271pvwPDjo1D3E6bLpxWBOdEAZiX7FFEFhCxj4yMWPFYHyYFSPJ7QqwUaL2+vrYaVIwRexddHQiJAqojkZ4WFd0if2AkI5FeQg4A7bbjrQBW4U190M/9Rs0xKBwXPs8gxsVrgbzn6EMF4XBE+Dp8xxuPQffjD/9ZT8dzvnDYy4MbgJU3ioAjr+fwoUM+w2bFtQiN4B2EgQ7hmTBTwDOyYfjKuB4o+gw2xpvNzBfM4/N8LjzOXN9vbIwjDJAPt3oGi//jqbCZQffyOSrvAg4BVd4rgdnxtarQagD+yD4kYwctCXWteCYYDsYIFuzq6kq5XE6Hh4d2X2xIVAS+vr7WRx99pOnpaWu50Ol0NDc3Zxt3mB2Mx+MG2Bmf6+trPXr0SK1WS6VSyc4Nq4EnzvhiYOnd5dstwarAotI2iHAAhpK5dnJyos3NTfOamT9e68Vc8nPQh9OZ1/7ngEgYP4x0t9u1TcR/n3ntEwh8IgZsJ+CJ+cIGQ40qmFQ8cUDu9PS0GW/S3I+Pj3V9fW2FRP1aZfzYbGA62Sw8uGJceZ9sCDCh/v4ZS4q88tzMW0J+zI9UKtW3jgkXdzod0xGyjng3tH2hnQhsLfeE/uu9996zmkL5fN4y5n7yk5+YWL3ZbOrVq1eanp5WsVg0jd/09LQWFxf15MkT7e7uKpfL6eDgQA8ePNDGxoYmJyf17Nkz3bt3T6lUyuwD3Q/Q6PA39nd/f18HBwcWWut2uwb6PDNFCG18fFxzc3NWauD99983+/T8+XObi4SisTv37t2zNQGbdXR0pGazqfHxcWuTgp6LZwUkdbtdS4ygRtePf/xjvXr1yqqtY8symYxqtZrV9GKcG42GNW3f29tTrVZTt9srkTE/P69SqaRGo2H18pAM0NcQSQRFbGF1x8bGNDs7aw7E+fm5lXeYmpqyYqbYUvSfOA84PUEQ2HvwiSs4b2Qzcw6KtXonFD0UWc7YWV93iyhBs9k0O0m0QJIlx3j9LAQH4LHRaOiu460AVl8WxuO4DTz9Xc4x6Ht+077tXGGmyoe6brtP/zvvQQKsvDbIsy4eVHjwBuM0KPzW6dz0tcMr9aEzb8TD9+yZuzBI4boAD77rwQ6gzYc5PXCKRCJ9dUq4LxYI12OReS+B73gxv39+/g+o4Hr+WWDmCBchYkQrhNdHXalKpaJWq2XfGRsbs40kFotpY2NDh4eHVr+JKs1+o6f4H0UbGXdqQJE1h1YGQ8YGVavVtLCwoOnpaY2OjurFixe2oZGuj1fdbre1uLhoGyjvgIwhsn+KxaKVmdjb29Py8rKJfQGGVP32rCA/73Q61ggWHRLjh+AaDZv3RGOxmNW2Qs90cHBgglvCKJ458/PXh/8kWSVyNnvfB47+fYQAgiCwkIxP5CD8yHnIPOJ50blwf9xL2DkDaHlnAQbFt8+ZnJw0QE8oncw+P1cx7rDBzEHWIWU8GCvWAskNbKBDQ0NKJpN9ax4NYDQaNb2Jb9FxenpqwIfNinCor/sFaPB24vHjx2q1em2MVldX+xpnAy4AKYDN2dlZ1et1bW9v6+joSPPz8/qbv/kbvX792ubg+fm5fv/3f1/z8/NaWlrS9PS01tfXbc7eu3evL1x2794921wpGxCJRKzMA3WUCPOwoXtHt1gsKpVKmSPA+j85OVG5XLb6UnRmuH//vnZ3d3V4eKjHjx9renraWJSJiQl99tlnBlzJqotGowb4WdNkbT58+NCSLyieyfzHztCWptVqmcCeLEBsQKVS0dzcnLWr2t/fN71Rs9k0EEyXBgAMTbSlm+QczxDStouK9xSozWQy+vzzz63PH2wVVdspEYH0gLBkNNpr95VKpUzjOjExYcwiDgKgDeB3dXWl6elpswGwW4Rco9FeNflGo6HDw0Nls1lj9nECsHHcz+joqMkGfO3G2dlZq9W1ubn5peHAtwJYSYMZKX+E2aC7PusPv8l6L9tv2oOuId2AlvDhWaPbnkXqByyc398Hxjt8zfD9h711zwB5zRJG23vXng3ib8/y+HGMRqPmmflrE+YhjAezwfkxSmHdF8Y5Eon0eW9eLI/wFQ8TwOFDPmHPnv/73/EchCt8dplfLGwQHlzyLNC/eGI+lORDT6VSSYVCQYVCwQwV7REAvwA1Nj3u5/T01LIREc1KsrpGAL5cLmd1dq6vr616MYCK+/NhXTL6CM1Jso15f3/f3hFj9ObNG2M52cQWFxfV6XT05s0bC1tBzUsyCh9tCfOO1Pxms2k9zXgPHISuyuWylZtA/AxY8Qw14ArDCjBgHuLhcz8YR4on4o2zMfiQM2CCbFZYLvo6sjb9v1lfPrwOSPEhc7LECPEdHR3Z5g7owmPnWXkmgE6r1eorcIvInlAL4QoPShFiE6YPh+QIcx4dHVn7ok6np5fyIXpvb7CB3Ec0elPVmjXMfS8sLBg7S1Yp4AvngfV2dXWlBw8e6OnTp5qamtKbN2+USCT0ySefqFKpWMj64uJCe3t7+if/5J/Y2vzud7+r//Sf/pMByfHxceXzeR0dHeng4EDdbk9H9pu/+Zv68MMPbS5sbW3ZmFGNnPkGs0Wx0Hw+r1KppLm5OXW7XcsOhl2BlQEkUOGdLDQq5//qr/6qHj58qEKhoOPjY3U6HSutAgM4OTmpR48e6eOPP7Z1NTMzY2twenradHawYTDd7777rgFfQseA8nq9bvWrsFEnJyeqVqvWSDqRSKjb7ekNyfqNxWI6PDy0IqOA1MnJSQunnZ2dKZFIaGFhwb6LbQL8x2Ixq3B/dHRkTgPZk4wl+xHM98zMTF80BMkB7HK32zWbzlzChjAfsZ3Y7FisV6sOp4PoBPo4WHnWMOuBfYUsQfZENGK3HW8NsPoyoBQGB4MODzA8qxH+XpixuS0UOeizd50jfPjzhoGhj00POqcHCV4D4jccgAWH12UR4gPQSDd6jvD9+OvfpqvwYSTPZKHF8FmMbDy+XpHPisJA+syu8BhizMMA1gMp/3++43VP/vsIS6+vr/tCgZJswZN2z4JeWFhQt9u1jZHnQrgbBDcFJhG7BsFNFiRhHb8oy+Wy2u22stmshVHwfthMaIURBD09ApV+AV+1Ws1AYiqVMiPbaDQM3M3MzNj52OgJS5JiDXtBEc/JyUmr8bS4uNgHsiVZGjaMi2dxKV3gAQaeIP+GqSBkioHjffoQtz8wYjCTXBsGzGdNAYLYxGGzmPMYcrR7zBnfxgiwguPCe2UOs2mwgaPDabVaOj09NYb37OxM5+fn1g6F9e0LXfq5DFtLXR1YL8A5ujrAoyTb4FOplLFzPpMQcESfyHK5bCUBAFfMbcK2AFzsE5sT54SlgzFptVpKpVKan58fGKbnfTFugOJ8Pq979+7p+PhYe3t7+tVf/VWlUinruwcg/Oijj6zautSrrQaQgflMJpOSeiGuaDRq7ZMA0NVq1ZIO3nvvPTUaDStFwnPPzs7aps38gD2hyj595diYcWYmJib06tUrzc7O6vDw0Hph0u4GgIZtANAHQaBaraZcLqepqSkLub1580bFYlGbm5t6+PChVVdPJBKq1+s233n/sMe5XM5qOZEAAWOPAxKJRKzo5snJSV+m2/j4uA4ODoy9JKuWECFrH7vBfkQ/wXg8bvM0FospmUxqb2/Pan4xH4vFoubn59Vut7W3t2fj6/VjgB7sIBIJ1iNJO95Osd8AALHrOPHUG4tEIpZ4I93sjQBXz0xjj2gqjyziruPvDbCSBpdP+Cqf+7Lzei/5ru/dBcD8OW4DgaBdz5z5e/WhRTatMDjkD5vFIFYNhM/PfTgQQOZDjP5eBwHJ8GfDIUFAlGeRgiAwdsNriny6t6Q+4bE3pvzeC329GJ/zhMeQDdePGZ5Jp9NRJpNRNBrV7u6upJvWQ14HhKdyfHxsY0l2EmGATqdjYRN0AQAGQjCITTJUof8AAIg+SURBVGu1mhqNhhYWFizDEKCKJ3V+fq5sNquxsTFVq1VVKhWr4ZPJZOze6/W6CoWCsRoAQcAMmUKxWMzShslaYwzW19fVaDRUr9e1sbFh40C1balXb4v78uMyOjpqGgY846urXvNcAAqGF6N7fX1tvRIBolDxiIzRS4QdBzZ9QJFnjKSbbFJ0g51Opw+EkggQBIGlZjM/AK+E3AAEbPy8W37uxax40jgNODGeZWMu+JY79FBEF8N6hp0BSPFOw1lTrVbLCkmyNng33nnhQOPUaDRUKBSsHlEk0msNMzs7aw4STCiginUKQAlnJzcaDctizOfzymQyJpZmXAGF2ClaQZE1trq6qpGREZVKJZ2cnOjBgwf6+OOPJfUyBN+8eaNms6n333/fgNvw8LB+5Vd+RT/60Y90fHysbDZrmalsuO+++64Jva+urqzPHM7E6Oio6bewjdFoVPl8XvV6XcViUVNTUzo7O9PS0pISiYQ+/PBDq/mEGJ41MTk5qV/7tV+zHoiEl4OgVzJifHzcQm7JZFL3799XtVrV3t6eRkZGtL+/r9XVVZ2fn+vo6Mjs6sjIiAnRp6ambD5QaoB312g0VCqVDMTTQunw8NDmLOFPjlgsZmE7QAbA8uLiQsfHx8pkMtZaCHYNew9DnEwmVa1WbQ1dX1/bfKLAqJ9D3W5XmUzGbCQlQ3gP3C9RBjJjKa5MwsDw8LBmZmZUqVT6nhenDYcHZpJ5OTU1pXq9rkqlYg4J85OG0ktLS329FWGDW62Wgfa7jrcKWPm/B/08zPr81z4GabhuA1M+RMf/OQb9nPvne2wgHml7cANS9tcPZ+f564S1WmwGGF6vQeLnHuDwb68jCT8XXjvgh+fAi2ECosXw2hRPrXoNECDNhx39wSbjM62gvBkTH2b0mx3jAAjBmyLcghdLeAOvBtCDd8lYInaU1KdRgdXgutfX16ZrwDPCu0+n06aB4/7Q8fgWC+fn55qamlI6nbYmy3yPnm2EKL0QFqDmPTq0Drw3ihGur68rCAKtr69rc3NTkjQ7O6tKpaLj4+M+ZgSAghh2eHjYip0ydl7bNzQ0ZPdHhezR0VGrYByJ9FK3mS9+Pnsnxevw+H04pOTb7RDqZc7AogKQ8W65bxgLNjLPtHjQDeDyOkdAnyQDW2SQwZ4xLjAgvGOq4JMBSCq/1+PBznlGLwgC28hg8iiZwdixBq6vew24/TPy74mJCWUyGc3NzVmWE2yiZ7B82Jk/MAcLCwvqdDrGVKTT6b6xYI37d3V0dKSJiQmVSiXNzMxoYWFBH374oWX1/fZv/7bGx8f13nvvaXJyUru7uwqCQB988IH+8T/+xzY+mUzGANeTJ09snZyfn2t9fb0vQ3V8fFzNZtOy8srlslKplK1pQAKs0tDQkLWpIQSfz+e1uLhoZQ+Yx8ViUQcHB8ZKs85oa1QqlfTmzRutrq7a92DRWq2WMW2wYHNzc3r9+rUkWd0ugOg3v/lNG8+JiQnt7+8bcEBUPjMzo7OzM2uH498FAm50S0HQa8yOEPvs7MwSYu7du2dACwnD0dGRhR5JeqFIKe+Fa8Lqs6aws4lEwgCrJBPk+7XOM6JhYx5iE9LptDHvV1e9JvCEeKk4T8Nq6SbDnGvi+OIMwWpzn5FIT+BOCRXKpgRBL7Ob+nF3HX9vgNVtn5f6wcsglsf/LPxv/zPPyoSv40GLDz0Num+82UH3eNsxKBwG2AqLd/0mg/HyG3VYPxRmeQAdYXYN4BQW6YZDbxx4eSwK39MNwac3rj6U6VkqHwIKs1Zs1H7DCIPT8DN4gOaZr62tLfNiVldXDRAC+GAVwu/Me3EYJZ4T+toXnEyn09an6/j42BiveDyuer1uHu/FxYWlSafTadMG0Zh0fHzcqkIThmP88RbRx0iyase8dzyseDzetznHYjGtr68bi/Xxxx9b+w82f4xwqVSyKs9Ucl9fX9fBwYG9c8IhHGhH8CqLxaJmZ2eVTCat4SxaIEIB1NnhvTKXmYuAK/RGGEbATCQSsbHkfcMEoYlgnuL1895ZF+jdPCNG6JM5iDFG2wNo9iUaCHl2u10rk0EYk7nrAat3VLzOMawtZO5TzR0hL8wbzBxMHffEBsX50um0AXxKdAAgarWaMbHcJ86CB5SMG1lys7OzfesmzCLzDDhb6XRaz54909OnT0139vnnn+sf/sN/qH/wD/6B6eJ+7/d+Tz/96U+1u7urvb09cwZGR0d17949/ft//++1tbWlkZEREyqPjo5qa2tLjUbDmMeVlRVNT0/39dOkFx3p+clk0opePnz40GpdlUolZTIZvffee6anknrgjp55hAgJp0kylnBpaUnDw71+ecwJbBU1q+LxuLa2tozF3d/ft9IGMMSffvqpPQe6QG/rSXypVCqKx+PK5/PW9J33FYvFTJiP7QII4UhGIhGtr69rY2ND7XZbx8fHKhaLmpmZMcafsGCj0VC5XDbGGgaNdwFD65NJqD2GGL3VapkInmQd6UbPlkgklEqllM1m1Wq1lMlklMlklMvltL29rXa7beU6FhYWTDBPcg/rghA/bXIo34AjTTif0CPsPVmCtK0ChN11vDXASvpi3Sp+5n83KLx21+f9HwyXByGDzuHvwQtAw8YiDJzCgI1r+N9J/eAENgWkHmbmvFB2ULguDKQAR+HvM0n889w1puGx8cBvENBifNhsuWdf3JLJ6Jkzzyz5dxSeC4PChJ418/fqP89nqQ90cnJiacQYWQChD3l6lkySaRw8zRyJ3NSJorwC2VlQyPzh3ZJVI8k2Xy+AZvPO5XJW+RrPcW9vTzMzMxaGQadxfX2tqakpy+Dx2W8ADqh33s/BwYH29vYscw0gVS6XzfhcXV1pYWHBKh2jZRkbG1M+n1c0GtXx8bEBGmh7srQAacPDw3rz5o0ODg4sVMQGRZhgkG6Lue2BB2uFuUQIF2PqWSBACuwdYmfYPwAH2qYwIA/PV84JUwfAi8fjlp15dXVlv+fe8Xr5Lll1vB/Sv9vttgEbnIxwognrL1yY1rMDOA+MHywe78TbQZwDQiCwrGy6XLPZbFpYlOytIAisNhHr3AMvb5MA9NzH06dP9fHHHxsrBytCJ4HR0VED/4Dv7e1tra6u2jt68OCBVldXrZzDysqKtre3VSgULAyJfpLwOBoktGzj4+MqFAoGENBuNZtNZbNZY0KePn2qcrmse/fumaA7k8moUqlYqJtxDIKgry8jmZQTExN68uSJTk9P9ed//ufa39+3ZARf9JLNG9tIfbH9/X1dXFxoa2vLSpvg1LCOYUpTqZTNufn5eWscTJiNECZhc0TdnU5H5XLZqrADzmFOEapfXV2ZXYnH43r+/LmFmLFrvpsC2r94PG7h2+npabXbvR6HFCVmDLkWY4s9pzdnPp9XIpHQ/Py8nj9/boCOcKiPCmAHSP6JRCLa399XrVazeUoRZ+Y7rDPXJYSMnbqN8OF4a4CVN6iDwNRtAOA2psmDKX9gLG8DU7cxZh6s+PP6ewCQ+Pvxep/w9TgHk53zhdFwGGx54MF5whqIMOvDpuSROee5jZUbBBT9s/nf42FzsHl2u10zbv67/j2w4XMuNkM/7p65woj7Ddj/n/OEgW+r1dLi4qJisZjevHljniPMG/fA5sP/GV+yTRB74u1iBDFWsBySLGsNIDYxMWGVrunz1e12jb3xGhvCjc1m0wolwrgg7OQ6sCaEohBgsklyv2g80IUNDw8rkUio1WqZh9jp9DLF2u22eYb5fN5S5QEDpVJJ09PTSqfT5jlS3Xl2dtaMMR4uGxvMFCLXIOhVfMaAshnxXvk352Iz8fMQUMC7IOTGHKfSfqfTE//PzMyYkfQMs2eeWJeAAe6bQqAIaYeGhqzeFAANRoH5AJCC9QSUjY2N2SbQ6fTExNQfgvlDIO7F5JIMJDOGPkMUu+JD5VdXV+b1U5bC2x3CG2zSMLWSLIOSecq6JNWd9cL7GWQveP6f/OQnVkZgf3/fznd9fa2PP/5Y3/3ud03XNDo6qufPn+tXfuVXjIHl/MlkUpOTk/qzP/szPXz4UOPj41ZJnYbEsEdoeSgvAgAqlUp9OsJ4PK7V1VVtb2/bOBDuQstERmu1WjXWi4rrFFyt1Wo2Zw8ODhSLxawIKaGzpaUlFQoFRaO9EgOUdmg0GvZ+lpaWTF/F2MMewTyl02kLCRJ2v76+toSF4+NjlcvlvsbzY2NjxpR1u10rxUL2Yy6Xs2es1+sG0tbX1y08ns1mrTH748ePrfwBNqrZbJrmk6SY6+trra+v29rB9hJexrkiqw9Wi9I4hFpfvXqlxcVFG6tKpaLh4V5HgsvLS62srFjl9VarZewZIn9qU1G9HbDJXEZugj0F6OG4safddrw1wOrLQnG3IcTwhvplorJBnwtrom4L+Xng5JmcQUzSXSwQv8cYeZ3VII8vfAAsCGWEQ5ph4+rDKZL6Ng8fWgt77GFgxX154Oczrrie3wQBJHjeg0I7PvTI/fjQCzoP7oFrYsi9ON/fC5459+1DVKlUSrVazTYC7oV3EvbU/L85LxsZAmGfauxBGSwPGpp0Om2GgrpZbK7UkwkDNbQmCNhjsZh2dnYMQPhkBubA9PR0n9fO5lKr1UwQv7m5aUJchKjcG/3OMpmMbUqIPilaCAgbHx83PQ/vwWvWeJ9Pnz7V8PCwNjY2DDRcX18bk+WTMfg/HiNgkHfqw+DME0AkIImyAwh6CZ/SGJtwFmwO3mg4yYLnAQifnJzYe8QbDoepKQTq604lk0mrpeN7paG58aUsOp2OVbFut9t9ISQcBeophctmTE1N2abgE0ToPgBg9Qf3CWhkI2Qs9vf39cEHH+jJkyf63ve+Z2uA4qNsfMw1b5vIpvzFL35hTM7V1ZX29vbs3iVpZ2dHv/7rv27ZWrCL29vbOj8/N1DMfJ+fn9fPfvYz7e3tWfLE/Py8AWKYB0kW4kSDd3JyYkw0jB31o+glh76RMHg02iufQZYmYSU2aa8n7XQ6FtpibRwcHOinP/2pksmkkslkX8h3eXnZ5izHxMSEFWClwXqn09Ha2prNEWzO3NyclSCgzQvtYMgMJjyGnQFYFAoF06BROJQxohbekydPzA5eXFyoVqtZJrB30slypq7VwcGB5ufnrZAxNbew1TDWsVjM1gxOmm+Bc3p6qkKhYA5tq9VSpVIxezY6OmpA9ejoyOY82dLeQWu323rw4IFloMbjcRPap1Ip7ezs2FoBFMLQwrLfdbw1wIqDTfU/5/iqoMofYWYjrPGAYvT35691G4s2iBkLgytAodf1MDkxpv47g1gY/vbgyocfPQhksQNsOD9GjQ0wfH4PVHg2fy8+XMHvwsydD6t473ZQvNoDJA+c/DiErxtm7vgsC5QNmSw5PKnl5WUrnMf5YCo4B2JtxI8YTzRRnoEg5IeQ14fIMEDoMTqdjg4ODnR9fW0ZRpIsTZkChxg6NjJJ9hyAAEn2N8/rxxJ2BnaFRtHovCYnJy0cCLNE1e3Dw0MdHR1ZeKFQKNizUM9G6rFzaBP4w31Bz8diMRWLRT1+/NiMMQwaug+f5BCeT94R4fvMId6XZ3YQ9vJeuAdYIDZE1iHAyoNa5iEs7Pj4uBVjlGQ1hpiHrEfYAbK3vF0gLM252fjYWNl0fXic4q3MvU6nY5X1AeesaUJYnCMIAmMheS7Oy5ryFfUJWwOC6vW6/uqv/krlcllPnz7VO++8YxlVPuxzenqqRqNhm7y3H/v7+6pWq4pEemVHxsbG9N5772lsbEx/+qd/amP6ySef6MmTJzYXFxcX9dOf/lRHR0f65je/qW9961vGmjx69Eh/8id/0lc+oVKpKJ1Om7YQB6jT6ej4+FjT09Mm2B4fH1epVLKQMht+t9urXXV5eanZ2VnVajVtbW0pl8sZCMhms1b0khDs2NiYtVfBBnc6Hcu+ZN03Gg21223r6zc3N6ezszPt7e0Z+0qIGAA3PDysdDptdm5jY0Obm5ums6S+HmthZ2fHQtQw5MvLy6Y1Ojw8NGeO8Fs0GrWyE0dHRzbnaML+8OFDSb3SA5SR4IARp2YcYfCZmRnV63UtLi5qfn5eb968sbENd3kAqKEbpLYVYO78/NyAJiFGwPP09LQ9JyL+iYkJLS0t6eLiwkCZb2ANSEf2sLe3p0gkotXVVRWLRQVBYK2NiDik02mzn7cdbwWw8mDhtpDcoCPMLN11jkGhxEG/8+EH6aY2FN6w1F87yd8HhwcKt4E9r4nw4IkwEBsLhjcc9go/vw+PhYGQD/V5sANLxULlb54fVoA/PFs4BOk3v/A48HOeyTND4VAl1xk0fj4VfGxszDYhD0RhjPwY8w5hPUqlkhnB0dFRHR4emlfEu2CjxZv0oRY0PmyGbOr0A4RFoKVEo9GwRQyIIYOn2+2qVCpJkm1ChPwkWXYh45dIJKx0A/owwrp+rH09rna7raOjI8XjcWNIoMV5jlQqpUQi0SfC94UqMVZ+4wcseKEp821kZMRa7kQiEeXzeT148ECbm5sGntiIMb6EAwnVeADl1zNGGMOL1ggjDJXvvdNOp9Onl/B6o5OTExPNelYzCAIz5LCa6NiYw4ThCoWChXAJM7DOYDYY92azaf8HwAPQvSPkHRXAORs3c5Jm3b5BOX8TtqCYJM9EGJX35+0cNs6H46+urqxNEToYgCU2JRaLWajo6urKUt7v37/fZ2+4d4TFX//61/XkyRN1Oh1tbW1pc3NTMzMz+p3f+Z0+O0LzXUDXt7/9bXvnhKenp6e1tLRkTMzFxYWJ1WEVO52O6ZAQerPmcWzm5+fNBviioNjOXC5n48B8q9fr2tra0tLSkhX/pD2PByvDw8NWk25hYUGZTMb0fWj+PHjI5/OWNYvjtri4aIU/x8bGVKvV9Pr1awtRE16u1WpWIgDnD1szOztrTLKvb4VNnJycNDH51NSUjo+PzXaRCUqzeSQLPlpCUoXv9xoEgY6OjpROp42ll2RMp6S+zgTdbq8V1enpaR/Ty3w7Pz83JpVw7OXlpSXkvHjxwpJ/8vm8crmclZcgBMoa8O2pzs7OdHx8rKWlJXNCySpFP8a8uOt4K4CVdHsF9C8DWINYoPB3PJtz23kBCz4EJalPM4Cx98ZO6gc4YVbFX88DEn426P75P38DShBYe5Ym/J3wc7HZ+et5HUs4TAjQ4XkALJ698uHXMNvkrwPIweCyKMLnYcwBVp6BYpOMRqOWwozX7cfJf49xCuu4hoeHLasFNsV3YScrBtaBjYifofEA5ABu2IwwJNDZR0dHxl6R2TM2Nqb9/X1LEe50ehlrFxcXVh/Fg7br62urN0QNq07npoYWWY0wGQiOeecY+Wg0ajV2uBfqZgVBYEVD0WzQkJb2M3NzczZmw8PDljnoM4qCIDAPEgZK6rUeIZsS3RGp3YSsYJF8ywoMMvfo2Uif7kzYx9dM63a7pl9insKUkrHa7XatJxlzibYe3W6vcTV6p3a7VyzSZ5Hy/UgkYo2rKSaJ3eAdUn2f8CPhDMaCNhtsomxagCjAOfOczRJWIZFImI1g3VQqFZvrgAJ/brQrACicOp9tSpmE4eFhfeMb39DJyYk1KcYOTk5O2vPBQiCeZx16AFYsFvXP//k/17vvvmt25V/+y39pGYo+zV/qaam+8Y1vqNFoaHd31zY+3ivhXOZQvV43JoXMNVgZ2rCk02mbeyMjIzo8PDQQdnBwoP39fQ0NDWlmZkb7+/tW443QMgkqPFMqlZLUc5ASiYSKxWKfDYQBpDr98fGxtWCZm5vT/v6+zs7OTB/V7fZ0RhQeffHihYFLQpyffPKJMT7YR0AK62RsbEyZTMa0SNfX18bAwMJIsrUXiUR0eHhorNDoaK/v5e7urk5PT1Wv1/XOO+8YsD88POxz5CmP4Jk1gP729rZKpZI1qGatomHioP1WtVq1UFwsFlMmkzFRPXOdjhckrsTjcSUSCY2MjBj4g33DFk5PT9u8xvmB5YV1KxaL1vgZxxnnntDrXcdbA6w4vgqoCrMy/ud+ow6DgEHfD3/XAwsOH1bjs4MAhf9e+L54njBo4vw+dOXBndeneA/eAwkPisKC9HBIMszicR6vCeJvxNJ4y9y/Z7S4RxYR12AjlG7KMgwae898cV0/XgAWWDk/ZmwaGG4/Xh5Qol0hdRyhbK1W68uo4d64Pu89mUzq5OTENgufss/10C/EYrE+Ns3XdOEe5ufnDQCha5mdnTUBOkaaVG5aTTDOfmP0gJqNGvaH8aGFiiQrtIfIlJAS40Vl51gsprm5OTPCMFz+ngkTtFotAxa8b6q5M29IXcezfPPmjd59913Lvmq1etW7Dw8PjUWTZNoUH7aKRCLG8uDoxGIxC9f6teznG++A8WLjA8C0273kgZGREQtJeBYTMMfaZM6RUeRtApmntAXqdDqamZkxgBGNRg0wwpoCtnK5nI2zb4fEvPbZqoBYKmR7YMl6QGDf6fSE+9R2Qnvl57AkEz4zv2EFFxYW9L3vfU/pdNp0XYjAec98HnYIJo81RfcDql978BSPx+08HJz7/v37+vTTT42tWVxcNKeFqu+Hh4fG3qHJo9SJr9zNRko9Je51YmJCW1tbikajWl5eNhtHliyOBNm0AKyFhQXdu3dPnU6vXQ3ZhPv7+yoUCqblQnNYrVat3Eg0GrW+o15KQJINJQEA3J9++qkePHig09NTlctlJRIJq9DP3K/VakokElY0U7rpjUk2IWUJKIY6MzOjZDJp4UrYeSrI53I57e3tmZOBowUDR4gUEE5PxkKhYOEzipHSTJk1yb6Gzg0Q/+bNG6XTaWP7o9Govva1r+nTTz+1sDHOGkw19nl4eNie582bN8ZUYwuZu2gXo9Go2WlCkjge7JG0oSJ7867jrQJWfrDD4T2pv3L5IHAUBlKDQBU/D///rlChR97+Xvhd+Lz+/LcxS9KN0NuHFn1YLPwMnnnyIUQPKny2n3Sj8fFhPoCPvzfPwPm/2Xy4D5gnwkaDgKi/Z4z2l42xB8oeVHKP6A0IJ+C1Y/z9u+A5MVLcCzRus9k05gEtkJ9XkUjEavtcX1+biLfb7YkcYcTYGNm4AFGe0YDBgCmZmZlREAQWOmFOcK3z83MLlfjsoljspvBnt3ujyyOEA6N2dXVlnjhe7MnJiW2ErVbLMozwvBBpUqGbYo+NRsNqZ7FZ8j1J5rWNjY3ZBsX4j46Oanx83DJuEomEDg8PVS6XTRfEO6cy+dDQkGUoUiGc2lw8N/WneOcwQoArACdrynvljLPP3KPNChoT5sHU1JSJbCkCy71gjPF2CWfAeiKABuQAeJm/3kkgHJXJZOyznN+XlhgZGbGNh4r66MckGdvA+kM/BjCgwj2AuNPpmCYpEukVrIRFvL6+tjYkU1NTJuQGyHANL373wM8nGHDgACHS/+CDD/Sbv/mbtvHDKt9mr5PJpLrdrlKplF6+fKn33nvPMucePHhgIcrh4WEtLCxYSL3b7WplZUV7e3vmSEQiEX3wwQf63ve+p07nRueI7gpAW6vVtL6+rkwmo7GxMcugW1hYMPZ2bm5O5+fn2t3d1eLiomXqYouxu4wVJRLi8bg5GeVyWa1Wr1goHQroKbq3t2cbfKvVq51WLBbtnZDVS3X2kZERfetb3zIZQr1eN4dpY2PDQBNZopScSCaT1hmi2Wz2sbaSjPHCNsPOM/9GRkasFhiFX9+8eaPDw0PL+B0bG1OhULDIALbJl4OhsCklJ5AbJJNJs93YZkl9WrdyuWzsXT6fNyd0aWlJV1dX2t/fV6VSUSKRMEZ+Y2NDmUxGx8fHlqlIjUHWIOvcO5U0T7/teGuAld9wB4Gquz7/VX7uwUl4AYf/Pej/bJYcbPhhsBT+7iDQ4dkU7on/+3sbdB+eBfL34j/vN7jwPXs2KQxUw4J5f+9spmxegBsP9nxI7rYQrWfd/Jgynl5X5sEeRpINxIeFfCiRc/ln5U80GjUvhT5X0L/cM/fHZokRwFshVMWYMG6ETcKhKzQ5ZI1hbNHo4JGx4ZGJwz35kCd6jJGRETPgpLszjtfX15ZmzqaMwZBkFYRPTk6M+UHczUZOO4tsNmseKZs0xgaQwjWDILASBr7QIHNmeHhYy8vLyuVyOj8/V6FQ0L179+zcABxftgMw68sRcDAvAMW0y2Eu8hlAL/MTdo12PLCLAAHeOyEldGneQ+W7CJBPT09NDE6IFmCP3odQQljE3mq1rJ4Pc54QI/Pe64NarZZqtZqOj49t0wOsjY6O9nndvDMKWuKcUKoCVhN2EMH0xMSEHj9+rEgkYllQfkPtdDp9IWe/hovFoj788EMDPJlMxsJlZJS2221rweIZLX8uxpCfj42NmVj+5ORER0dHWlpaUq1Ws7l8fHysRqOhfD6vbDarcrmsZDKphw8f6p133tHTp0/19OlTyxKjzyB2AJb16urKWJVGo6FkMmm2izlNxXQyfYMgsIbS0WhUGxsbWltbUzKZ1Obmptn18fFxZTIZ69l4dHRkpQ6q1apWV1dt7aI5pJVNuVxWpVIxxo2QMuwnSSgHBwcqFotqtVpaWloyOwCzhX1grkUiEWuTBYClWPL+/r6mpqYsI5KK5965XlhYMMDH+hsZGdHU1JTm5+dVq9WsdQ/ME84iHQcojOpL2FDbi7V8fn6uYrGolZUV1et1jY2N6ejoSNlsVuvr66adIjkhn88bmxyJRJTJZFQsFq1P4tXVlba3t61qP+sLRwaHDUeWMCR1AO863hpgJQ0uEMoR3uw9+LrtO7eFAe/6PH/7exkU9vPfCf9+0DWl/ufzXiUL1nt9fB7j6EGSZ3589hoH4+Szp/y9+lCX/5trsgn5sKCn+/29DGINb2OQPGj0jBT3Fg7B+XsfHh42kIFwlt/7TdyPuQdcQRBYm4Px8XEr7OfDiyxevDC8u06n1+Kh3W6bZ+jfi3QDsnh+aH5/fehyAB7hOTZLNhoAk89ekWTCWLRHeFAANUTrgBuftj05Oal4PK5Go2F9CDudjpUgYIPIZDJmXGC5CN+gV4AV9aHfaDRqoR+0NniciGMxxoi4qcIOy9FsNlWr1azdCBsW2ZisFQy3Byewdbw7r38EdPA+EOKSveQruSMiR5/li1ei3aCRNkYbpoR3AED3DC8p64Rs/ZrASQg7VDCEjCeC9Hq9bnWlEBsjzgVgeJaECvGSjBX1iQqMHWCdemawdKlUytYegDtcjgLQ9dOf/lS/+MUvdHJyon/1r/6V1TPrdDrmGCCkfvbsmZaWlgbaR8aBMR0ZGdH9+/f1/PlzXVxc6JNPPlE+n1er1dLXv/51/eAHP9DBwYGCIND+/r6xNvV6XT/5yU/U6XTsvXnZQ6vV0vHxsenEYrGYZmdnbY0NDQ3Z2J2fn2t5edkarvNednd3TVZAiKzRaJgNwuGAjSbc7RNCYCK9k3N9fW2FeGFjYJIoEUH5lqWlJe3s7Fjtr9PTU5VKJR0fH2tubk7pdFqRSK/5M/pQWCi0YyTFRCK99jff+c539ObNG21tbdkapKgpLbSCoFdeoVwua3d3V0NDQ/r000/17rvv6uHDh7bu/FqkPlS321U+n7dw7vT0tAqFgrFGV1dXVteLkHYymbTQKOsae0XfQBxPdKPVatU+F4/HVSwWtba2prW1NSsngZ0lrMgaJcQKQ+clMncdbxWw4giHvqTBGYC3MTt+gd4G1sKf47N4Zn6jD4fjPDjx1xjEGIXBWvg7hHSI5YYpdDQVAACMmb/GbSDTAy4PQPxnwgwT58dLBkB4rzLMhPnz+HH0LJIHbL7ejWe90CCF799rNqgU7cOl/h64lt+oMJCwW4gWB70vPBfCp9wnwAOPDcEsCxG9CkaRzCOuS60e/u0NPKHJqampvkxHhLyRSMQ+AxgH6OKNEiLlHcF44P12u70igHiAhIN8SxzCD2QF0auNEAie/dTUlOkeyLTxjBAhS9gQBN6Xl5fa2dmxIpnb29sWSiGs9ezZM7333nvqdrvmxfKuYYMIi7BeYFlhCAkLMocBBV4MzrgTkoUhAJwggq1WqxYixZOemJiwzXV6eto2UjZaHypGi0etqmg02lf6QbrRv/h1xFhS6ZowjLc/3Pfs7KwmJiZszrHxshFQmXx8fNwYOy/ml9TXAuTDDz9ULBbT0tKSNjY2+mpTsdEzhjgUAA36TqKXW19ft+cBWM3NzZnOKMxUMY8ODg76KmhHIhE9evRIr1+/Nl0ZtoO6W7SS6nR6pQYeP36siYkJ/fmf/7llznW7XWu+y/oiy290dNTEyjDUlMWAUa5Wq33rEgF1Nps10A77Q6046lwVi0U1Gg1ls1mNjo5+oTQAwv98Pq9IpNdnsNFoWH2uSCSipaUlZbPZL9hrwMP4+Limp6c1NDRkTZdLpZI5LDBgBwcHqtfrlnmHpAC95/DwsLa3ty3hBftAlh7gp9Pp6NmzZzYXKI/BON+7d8/eM84ejiBaLUoqUP0dpyEIAmPDOp1eMgbOLv0yGdeZmRlls1lls1kDhzSSh3klQgBLiCRBkjGqlEdBI+l1ldgbrn/X8dYAK88w3BbOC3/e/+3PEQYxg74X/veg8wImvKBcuqljJN2g8NvYMY5BDA/6EA5fsVi6yeyQbkJxYXAEgiYUBdUfBmdsLB6IeXDCRsiGPyjr4bbv8bPws/vwJj/zz8vvGE88dC8M5rmgkTkvmxzPFgbjnmXDCHW7vXo8iDB9KBTD4kEXRkCSXr9+rbm5OdO6sAD9O4FJ8wCDgnNnZ2dWSsCnVLMhsflTY2pubs7KFQB4YCpgpXyWJF6hB6ztdq9+DbWFPNPEPOFeY7Fe1Wnqw1CpnIrOMGPLy8uanZ3V3t6eguCmpxaeNoYoEonYhjc0NKS9vT3V63VLBIA1omTA4eGhksmkHjx4YLo3gBKACnDlBeG+1hNziBCldBOmhB0iFZ013el0rCgqc0CSKpWKaTNg3WARqCSNXscL20mGYF7CEsBssQZ4L1TbRu+E48HcarfbOjw8tKSG6elpZTIZ08mNj4+bXoexQMhOWJBkBDYbwl7o8arVqpUUODs709nZmRYWFqykgbfLsKzMm/39fW1tbenXf/3X1el0jPFsNBr6xS9+oUePHikej1urn3Q6bfWG2PApKImNqNVq+vGPf6yHDx/q/v37tlbR7zQaDf3mb/5mX6iYtXR1daXHjx/r8PBQz58/14sXL6xJNBv4ysqKOSLn5+eKx+MGYH2dOFrBwGJOTU0ZiATwYS+oMr6zs2OJLuVyWe+8846xjbA35XLZGBfsTLVa1fT0tOmOcNgI9cViMbMjaD4B0Wg7k8mk0um0dnd3Lfmi0+kYmxmPx03Avrq6qmw2a338YJwRhPPesXNk7jIGMM/YVa6dy+VMbwVQm5+f7wNTUg+kTU5OKpPJaG1tTS9fvlShULAs3Hg8ruXlZXuOiYkJ66ywu7trWcY03L66urLQHwwsmjmYLAqgwowdHx9rfn5eFxcXfbXI2GfYTy4vLy1RAbb871UT5jAgCut0OAaxRV/lCIOfQaG18PnDOiEfugr/zJ9z0PMNAo0YUg5fsdiDBv89H9rj2njo3psM3zfC3bBY3oesJPXVqOFvX705/Pz+GcOhTT8maDN8OInrhjOZwmFKPHq+50NvnikLhxx9GJWFfVsoFY1LOHx3fHxsgl4ySrrdrnnNAGA2t0gkYu1qZmZmzKh4SprreqNNTaOrqyvzehuNhoXiyMxj/CiAR50Vz2KwyZZKJRPGA5rZMNGmUEGc5q48Gy0hALGRSMQyF2HlstmsdnZ2TBsG6CWMAVDEaK6srFiqOsCJAomwZGxuhE9gOmAn/BzjeXnfbELMdeYkbAIhH39OAFIikTARO8aZ8C3hM4AR+q3Ly0tjASQZWzcyMqLz83PbfAhXos0C9JN1RSiNEJ0vH0ACAGwqG0Y2m7W+hPxhM9zb2zNmCqD28OFD08ns7++bvg6WjTHPZDJW/JFwJ7ICb7N2d3f1ySefqNls6vDw0Dbdubk5vXjxQrVaTZubm/rGN75hqfCw0vF4XIeHh1awE1tSr9f18uVLTU9PG4gBlEWjUb333ntaWVkxAIZNWFpa0ueff25NlGm1wrqcnp7W8vKyXr58qWg0amsnFotZGxSebXh4WCsrKzZ/0SZdXFxof39fnU5Hu7u7xngCUEZGRqy5MLqsmZkZHR0dqVKpaGdnR81m06qmn56eanp6WsfHxwqCwDSW6BofPXpk7wWgUC6XjfEuFAp2jzh9iMRZF7DG9Xpdx8fHKhQKJkcA+JDRSwkNsndJBAHcwaoHQWBlJcggHRoaMkAyOjqqX/ziFxZ+ZD3lcjkr39DpdPqy+WZnZ3VwcGDvlPpglG85ODiwsiLZbFbn5+dWAqNcLtvcpE8kiTpUlI9EIqpUKha6HB4eVq1W0/7+viUkoT1kfyExIAgCC9sCKO+SB0lvEbCSBtdgCh+3MVWDjnA4MMxmhRmy2xisQfcRBoKDGKnw5weBRs4fZnJ8Np8P1UlfZMl8KMvXifKHDzHwXB6geTbJG1HuxQMxP1aejuYgdBkeWw9gABsAGYCPT7f24UQ8f6/t8PSsdJPFiBfH/YXj4bBxjInPzqRGDADt0aNHVqEYj4c6UH5MACxkg0kyAIFXDCOA50WF6qmpKe3v75uB8Gwdok8PFCSZcLXZbEqS6QwQtxN28iUZ0C3xfBT7HB8ft+a0GFZAICweRUEJS1L/h+f3LSqur68NpLCBnJ+f69GjR5aCja4FDQstOPz78tl7vKehoSELjfGHewQYSzfZdowNbBP6Npg/mFBCoq1WSzMzM7Z5wWLwbw6McK1Ws/pHyWTSxp7nQrdB6n+73TZvHtDC+vAZcjBtrCXWDKCQGkKEqQBNhIHRrLEe6vW66cQIY8F8sMlSUmFoaMj0fK9fv9bCwoKFPrBVn3/+uf7yL//Ssqw+//xz5fN5jY+Pa3Fx0ULI29vb+tVf/VWNj4/3zTvA+ubmpu7du9fnCPzt3/6tFhYWbL3B9gZBYPquRqNhPSlZi+h1jo+P1e12LTPu4uLCtHwAW5yU7373uxoa6lXjPjw87LvHYrFo2iLm7c7OjpaXlw3ApdNp2+QfPHhgYmjuqdlsamxszADU1NSUxsbGbM3DFCWTSQsls/lvbW1pa2tLX//61y2p5PLyUg8ePDCgLsmkCZR4aLVa1t+zXq+rXC5b5XQfvr68vFS1WrVMxVQqZb0JuYfd3V1zpABI2LlkMtmXER0EgYXIJZlGc3Fxsa8oLfvU6Oio9WEEVE5NTSmbzZqzyHdgjnEosVMwgUEQ6ODgQM1m08rJoJP0In0YKRI3vKSB9YfTKMl0XWjQJJnM4q7jrQBWd4XvfEiO//vf+c/4Y1BoSrq9Tpa/ThgkeQAW/v5d5/OHD4v5c3k2x6eNw9745/HgMPx8GEgAC+FAH+4Khwf5mQd4HD7UB4Mw6Bz8HdZSMQb+3Xo2jU2Da/mwZ9gDZ1H4nmJspOFQmAeZLCj/TlmEnU7H0nQ9IOO6V1e91iUIMmER2LAZvzC7h5aGg/sExJBd40WrkUjEitZhuGKxmBk1AAiMFkDDFwf04WDYEsYHYAC48PdHaGFvb8/YHpin6elpNZtNO/fm5qYkmafPRsicY4wBSc1m00JcgKC9vT29fPlSi4uLFk4DiEgyPQm6DP/uOp2OMXNSD6CTjMB3GQtCs8wHn2nEmMPYcD2KdJKpxyaBE+JZX8adc1JugursAF/CdAjC0Y50Op2+90B9HZhh/pDx5RMBSD2XZOwC2WuMUzKZ1KtXr+z8tL3hfhDiM698BhZtPoaHhy2MSFgchufTTz+1Wj/Ly8tWLqDb7WptbU17e3umlXnz5o2Gh3sNcr/5zW8aE0JoHMAXBIF1AUAHQwmC6+vrPsfi7OzMmiBTeDIajWpnZ0ftdlvlclmZTMZCTVwTwOzb3zB3Z2dnbdMmPFev17WxsaFPP/1UIyMj1uMym81a9XbeORIDMtJYqxcXF9aHM5FIaGdnx8oInJycWOsqQnVooZrNprGZkpRKpbS2tqaNjQ1dXV3p6dOnZnNYp6y7YrForOf29ray2ay63a6Oj4+1v79v4vFotFcVHna09ssG0bzLmZkZq+JOVwKKbXa7vWLIsVjMMkrRibXbbctm5F4k6ejoSG/evNHs7KyBf9ZyLBaz2l/Ly8sGQmG4qJvHngU7B1gaGRnRu+++q6OjI9ON1X7ZPBtn2ofkO52OsfaTk5OampoyhpHxgL0H8DE2e3t7uut4K4DVlx1+gx503MU4fdl5w/8fFFoMg4bbWCnPYAz6DJv/bewWm4APc4UPjO0gNo4Nn9+h2fLMlL8OC/a2+wlrqvj9oCxID8r8/fkNgvP5WDubhQdSGFH/zH4zhT7m2mxGHvR50ObHQJItxHK53KerGh4e1urqql69emUCVpp6Dg0N2SbjqXGuwX35e8rn88ZYIaQmrAQjgd4CZiQWi1m7jCDoFQqkzIOvFSXJvDgfFvMGCJCBMQq/O7QSZApRH4k6LYjMx8bGVKlUlM1mTexKOvogrdnl5aVVkgb4RKNRbW9vW3PTyclJA2VLS0tm/CjGSJ0o7h9gzn0z36+urgwI8oyEjWDtfIkAGAFCr61Wyyp9M6a+ca8XxJM1xmYp3WSOon06Pj42oImug3tHF0col/ngnQBChNwvLIsvGxGNRi2jkewlwotsUJQaYBOioCI6sunpadPH8f663ZtyAGRnASIB7M1mUx9//LEuLi70+PFjy34DTGYyGR0dHenevXsqlUra3NzU3/zN32htbU3j4+Pa2NjQzs6O4vG4ZmZmLOTHQQHPbrerw8NDbW9va21tzULSHmSfn5/rj/7ojyT12rS8evVKr1+/Nl1PJBLR48ePVS6XVS6XbdzotkCIZ3R0VHNzc1pdXdXBwYGFjSjFIvUaCl9dXZleiBpQo6OjZi94n5988omurq76NHojIyM6Pj5WpVIxLVqhUNDZ2ZnGxsas99zIyIi2t7eVTCaVyWSUz+d1cnJiYTdC9LA1yARoQh0EgWnweK8rKytfyDbGCQDsJxIJcySYj2gtr6+vTfAPazU9Pa1araZXr14ZQ4fN5nnpLEER2VarpXfffVetVstazdRqNT1//tyKrC4vL+vw8NDWPto36nGxHu7du6doNGqaWZji169fW/V6X6yUUh21XzaBRkPKfnN6emrlNmj5k0wmzfGempqyfaharf79KLdwG1Pl//1l4b67jrvChmFWatD3PJjyzNOgMJjUX2zTb/a3MT6D7tdvhl5L4pmVQc+D0UZ3gmEIMzoc3Kf3Bj3TxXc8E+SB5m2hUsAlIBGxpiQDIF775NksnsFfh7H2+iSMmf8+cwWQ4UEu449Whkwv7hNxMwaHDZQF6cOzXrjMxs17QzyM0YOFpGUHxknqGWw2JkSusCbpdNrYFLIQ8UwJmWG0PANJKDQIArs35lC4qzzjCfhDEHxycmK9t66vez0LOR+FQwnLknnoN+irqysLe7J5FAoFC3ltb29b5tLi4qJltjEfp6en+3SDeMh+bvPMjD2gwVfFh8WiPg7aF9iYarVqrGAqlTIRK+eQekANcAf4JUkgk8kYw3h+fm49B6nPhK4K1km6CZXzN+sUFgGGlg08Gr1pj0PIhHGA9Xnz5o3y+byGh4c1MzOjmZkZKxPAuvE1tnz/OcLHyWTSMs585in3LPVCrBR15J4vLy+tqGQul7NQK+uIHnPvvPOOhX3Y0BGvA24BcScnJ9Zah40PENbtdq0ZOGGvV69e2foljF0qlUy4HQSBPvvsMzsf75dxGRoa0tTUlIWIAJa8J+YmYbPR0VEr9luv11Wr1TQ7O6u5uTk9fPjQQmy8X5jok5MTsxO01WH9X1/3KtKHWTnGhBpNtMqC5Ts/P9f8/LyFC5nPFBFtt9va2dnR2dmZtra2TCcai/Wavb98+VKnp6dKp9OW8Tg5OWlM071797S1tWWarEwmo2azacCbuXl8fKxoNGo1+2h1dXZ2po2NDWOI7t+/r2azqVKppHv37qlWq6lYLCoWiymfz2tubs6ehZC3JNO2Xl31+lHi9MC4UsuL1jWSrIQLjc0BfISSYawJ8x0fH6tUKlmYM5fLaXx83EBxIpHQ1dWV1tbWvrDn+eOtAFbSF1mnQQAoHM4bBKr+rgDM/zwcmrsLdElfBE3+nOHfDQoZelA2CMSFQ2z+nOF79yCMjcaHGvhdGDD5v2GVGGs2Tq/x8mwXn70NLFJwjY2Be/bPiuEOP9tt94WRhCL34+WzC8Pvi/tER0UoCIA0PT1tBejYePk8TAD34cElIJHPjI72mu7SnoPNMx6Pa2xsTKOjoyqXy5ZaXKvVLCMoGo1aCAy90fHxsTVupqYRzzo6OmptXAhfMpZ+bjAefl7yThHTA3ABqu122wCD1DNqL1++VDqd7numdDqtQqFg5/Q6OZ7v+vraimASKvFhgP39fW1sbNgmhGAW2p4wMGFfeut55tIznDCQzFneJeAMoAbQhSHEyAIumTOEPX1JDUAK4+21gjAL1JiCbWy320omk2o2m5bqjiid9ULIkrHgXQPKAJVTU1P67LPPJMneA2sM/RpAGhBDWJG/2Zhxvii1AfhFowWD4/sKksbunZ6TkxObK0NDQ/rFL36hIAi0tLRkZQj4/MHBgY6Ojixstry8LEn627/9W9XrdUu6mJubs7WKXaMOlq8G3mq11Gw2FY/HTbh+enqqZ8+eWcsknIJOp9deCOCH4/Txxx8rFrspUouOjqxcWtWcn5/r1atXllU2Nzend999t08TOzo6qqOjI2shhbD8/Pzc+gUSQt7b29PCwkJfCRH0V2TWEqqlwjwhP+YItdSwB2QCd7tdzc/PKwh65VvImqPhczwe18OHD3V5eam9vT3TqEmyWnP1el2S+mqfAexhfoaHh5VOpy17GJYVO0iRXJIRAIewi5VKxZIZSHIAtMHmYk8vLi5UrVYVjUatfQ/rDw2iX5/JZFI7Ozt65513zMnCJtbrdZ2fn1tvQ+Y97ZFYn2RL1+t1DQ8P//3qFXgbgAlrLW4DX3ed97/kfsLX/yrHbeG1QT/3YbDbANxdLBEbgP8MhhhNEGEMzkcYhQmG9+b1VHx20BhwrXD4lHOzsTHB/cbnn9Fn+fln8AebNdeTZGExFgpAkLH0mWL8np/5sCCbAkLHnZ0d86DRvACCfEhSutEFeHAHuCIdnkUI2CkWi5bh4tmo6+tr1et18yTb7bal4sMknZ6eWld2QBHjxebp5wvenS9J4LMgeX7uAc8TdgJvU5KFKqhaTKiL8BKGlPEmW4jr4oFiTAHdZE1Wq9W+sBlAoNO5qQNEmNBvUl5zx/Ng9JlXFC5lE2UTAiRgwE9PTy2siqYJ7Yafs368mJ9e40hvS7QbbJaAJknW1gTASPiWe2A+ExYDPLOOCRXDrADgJFlYNZFIWLsUWC4yt+LxuGZnZ62TAeuV5/Qtj9jcisWibbrZbNbGHgaH7NlOp2MCfdL8C4WCtra2zPk5OTnRzMyM7t27p48++kjPnj1Tu93WD3/4Q7VavfZPDx480L1797S/v2/v+Pr62jZggCqhWxyB4eFhFYtFa/49Pz9vBVpzuZwxGmR9nZ+fW3bu5eWlSqWSUqmUtaPqdDpWHb3T6aher6vb7erly5cGwnZ2djQ8PKxsNqtYLGZJDaxnP16AG+kmAxvGBN0gFcbT6bTZZGzH6uqqAaV2u22lMyiYmkql1Gq19LOf/Uynp6fWsPqjjz6y95nJZDQ3N2ftY2iDdX19bZorGNOjoyNzbliDMKWsS9gsdF2EprF/BwcHpgGkEfLz58+tFhYOFD0dh4eHLXw9PT1tpSDo2Sj1AHwul7OQOwVTd3d3bV6T9HB2dqbPPvvM3gP2AGeZPoskGxBKPD09tfAhjlChUFCpVPrCPuWPtwZY3QWqpC8ClLvAkt/ovyqoCjNOX+Xe+N5XAVwYLR924ucg8nBILazZ8qL2MIPEpjkoVMgGi7H2jA4aAC8A96wIrBUG0YuUB40XIA/Q4+/JP58XbvN3OKPRg002Z64HuPCsldeM+ev5jMtut2vp61tbW3bdo6MjjY6OGpjy7J5ngGACfejRe+1SD8xWKhVrY8LGS7iKzBaKZ6JzSiaTGhsbs0KC7XZb2WxWExMTqlQqFrohk4UNHJaHuYUOLDyPMHJ+zqA5QlfF/XOvaFnw3r3uhnEiVDY8PKxqtWqgEFCNgR0bG1O9XrfwqCTTjOzv71u4cGJiwgpTAsBIXIBh8Ywim0B4HhLSQ+sBsEZLwnmYswAt5hPvlPWGLo4NmDUXZptxWgg3Mq5oNeLxuAnl+Rw2AUaO8wJueBY86Ha7bXWNKC/AuFICgkwsNiTeTzwet/pXPkuODQ5wC4ig9hei3nfeecd67/FdQrD7+/uKRCLGVvCMhOAymYwkaXl5WYlEQvl8XktLS5bRNTMzo2azqXv37ul3f/d3jQGcmJiwzL39/f2+8Hij0dDy8rK2trZULBY1NzdntbNOTk6sFMSrV6+sNhtzmNpqzNWpqSmlUil1u13T9SB65z0Q/n748KHNrYuLC83MzFgJBL9ZM7Zs1h5okD2Kpo5SJZ1OryDmxMSEPv/8cysBgRyA3o9IAbDjk5OTKpfLxhKnUimVSiVjHxGNB0FgYvtut2ulPJLJZF/ZBEAx64P1QnZts9k05wDGlbE/PT21sTo9PdXLly/NGaREBECK8he+FyzOgHeaAKAjIyN95W8ajYY5s5VKxZwxmExq11FnCweGEP7l5aU5sefn51bbTuolc6BBw2Z92Z7/1gAr6W5d1SDmZxAACp/nriMMPm671l0//ypMVjjk5/VEHLAUYWE43yE0Ew4VemaGg7CV1/2wiXIt/kYDRVqrpL72H4wN9xXWavH8/n348CDgzzNFvvih/7yvJRIeH4Aan4cV8WPrNW8ezAEa+Rn1TdicAEtUUD48PLRFDtvkwagXGpMyz72wWPHKoa8BV9zL8PCwCoWCZaNcX19bdpDUY4gSiYTVZZmamrLaWNDk6Am80BmdDgkAvmo2ITAOPycRrhOuxNMfHR1VpVIxlsQXx8Pj8x44z4lGzDMlfo54BhPGBj0FIdDHjx9bHSkfkvN//FxkzjPfOTc1dsh0ouwBHjlhIt9Tkaw+3zqHOYjR5zk9sAMI8KxDQ0O2seKFw5jhVfNOfAiWMBFMMnM+Ho+bcB1Qw9rhILtpdHRU8/PzJpwmhCrJsrkIiwO4eR7Ck2RqkVzx7W9/28Jzm5ubfS2SYHGY+yR5EHLCMaBmGsJiMskODw9N0/PkyRNNTExYGI7Nc2trq09TV6vVVCgUtLKyoomJCR0fH2t3d1eTk5Pa2NjQBx98YKUEKHyKhmthYcH0O0+ePLF5wHhMTk4acKDgpw+7U+SSMgFkaMIKnZ+f94mlz87OTPSMQwgjCTsNQ3bv3j21Wi0r09Lp9Go9sdZgNyORXuIC75lMQ4Ab6/Ldd9+18Y5Ge0VK0ZcGQWBlEQBrhPemp6f7mDuE757lJFIgybSVgErqzhHCY73xrtFNIZXodrt95RcII8I0Aohg7mmPBatItimaMYAiDFuxWFQqlbISFNFo1FhPMluRiDA+1BX00hEf9Rh0vDXAym/iYYB0V5jsrmNQ+HDQde+6nzBo4Hd+E7/tu3fdU/j3PoznmSj/Pb7rsy88OzNIk+XDP4RjoOhZGISsiOGz4L3R55yD2KS7xtc/L8yYD/uFx8OHJPxc8GPOz8OAVfqibsyHFsP3Sy0YFjf1XWg6Su0fxsiHTn36PdemKjipvmS1ECbiOejOTlYPYaJKpaJMJqNUKmX0O8YDir3b7QmP0UKwMQD2oLHZKKk5g6jVs3cAQH42PDys+/fvq9PpqFQqWQsPqHS8dq4HCCCVGvofkErVZEABOgY2XMLUJycnqtVqWl1d1fb2ttrttkqlkvb399Xt9lK+AWjeGYAp8GvQh30RJnsmcXJyUkEQWEiTueKz3wD3ZEUODw+bZgkQ6NkrnCJYScCvB2UIz2FIWFesMx/S9nV0Li4uLMGB0CdMFGPs1+zk5KSFcshCjMVimp6etkKQCI9hp5gDMCqMCZqTfD6vhYUFLS0tWb2l2dlZBUGvivn29raBDArBcu9XV1eWNCD1svfI2IMBOjg4UKlUMn0QtbZgSAC0ZIrCGNOGpNvtWj2kSCRiSRLValW/+7u/q1qtprGxMT1+/FhB0Cv6SymF1dVV7e/v67PPPtPq6qrdA6wR1wUwce2DgwObe2dnZ1Y4k6zSVCqlxcVFm1s4q7/yK79iLCwAdHR01LSZvAtqb8GgXlxcqFgsKp/Pq92+qa9WLBZNKE+hVdbbq1evrM0NgJeQcTqdtjWEHZJk2qxSqWRrBe0n84k9BLYTpwtA1mw2TbtZq9UMLA0PDxtziZC/2Wwqk8n0Ze+ybtvttmkzLy4uLJMV55SM64WFBWsMTdZnJBJRsVi0UjX0WvTaYBj509NTZbNZY2VxXmh/A0vImlxcXDRd6W3HWwOswqxR+N//OaDKf9cDAo6vAqrC5+NnXg8UBgf+enfdU/jnYX2RBwd42rAVUn8BRUIQLBYmT7j0AZsS5wVU+fo6bLReWxIGNIPGkPvluv6ZPMM1KOQ36P348RkEtDi3Z6QAk4xFuGwDHhbhAAxjPp+3NH+q8h4dHWlsbMy0P5yfDYHx8u8Cg+dF5ZJMq8PmTQgQ8BYEgXn9MFOE5PA0Mc54V54W9yFJ/k14g8wsf/AsMB1B0Cv98OLFC9vkDw8PLRuwXq9ramrKNnavn+Fa6J4IfzJXmDsYYeo68W7IhPz/tfemMZKl2Xne+0VE7mtExpJ7Zm1d1T09Pd3TbM4QHnpocUAtFjz+IdAybJimafCPDMuGDZv2H8EGBMiAYVmGDcKEFlOGrQX0SCIMQyYxHsMDAiJGM5whu6e7q7qycs/IjIzIyD1yibj+EfmcPHE7Mrtb6ukqNe8BCpUZGXHj3m877/ee95xvYmLCDooeHBzU+vq6oiiyAoMI3wFysKCMfz9WAauwMlRfBnQBDBG7+nAPwnPGD47s/Py8o015Fg94AWW0baPRMBDAvdbrddvRM97oWxZ6dsbDw8OamJiQ1A5BVKtVm7eAfjZEFxcXdiQIABiA12q1LDwL2wkYwEnh0L0UgPFHvzPGKJVwfHxsh/SiLfQCZvqF9p2enjYWYXt7WwMDA3rppZd0//79DmG2D4XCipGJt7W1pf7+fgNSnPu3v79vxV0RqVcqFdNgwcRub29renrazsJE24O4nkKa6H7q9bqFk3p7ezU5OalisWjlV7a3t02Ej76o0Wgol8vZ5mtoaEhLS0sGbgg1UZyWzQhHXVWrVW1sbFjpBNau/f19lctl1et1A0kAvM3NTRUKBWWzWb311lt2UPKTJ080NjamSqWioaEhLS4uanNz046rkmSZcpy/h66JPj4/P7cQNGtQX1+fHZjebDZVLpc1Oztr4nkE62Qo+lAhB2TX63UToE9OTtr8ZjPDPXKGI/1fq9UkyUAfQJU+IfNze3tbk5OTOj4+NrG/17xFUTtUW61W7dzC7e1tY9yZT2zuarWaKpXKh4iPuL0QwCrOVH2c93f72dtNjjoOgG76bJxV8gxJnAbs9l3dAAW/e0Dm3+M/h/ldtUfZXrvkv5sdMg4NoMFrOBQ0JuyY/e4QZ8sk8u3hr+Wf24dL/LPh5NGP+Hvt1g/cF22M8/QLrdeCMW4AOjhC/zrX8Q6YRZPJkslkzMFTt4l4OyLZnp4eK5ToQ1tcm/Zit8ViiTNCkI3zQn9Ce0Lz+2KIo6Oj1i7SNUtJYUPoc8YnOzLaldCAH1+AccKc3BcOEOdIFW5Jlgr+8ssvWzbi0dGRBgcHVavVLDzhd4NeY4ehJwNMwKTt7e3p9PRUDx8+1A9/+EPdvXvXdu9eA4heh/bxgBLQTPYTO2CpDXzJeKMNADcwQK1Wy+4JwOPnGWUlaD/PvvkND2OGcQ2TRfugcYLZ4hk58DmEYOGnmZkZ0+Tt7++b1g4nTDo+v19cXOj+/fuq1WpWEwpngXYNDY5fcxEf03/obDzjSFiM+c7rFJGEvfXFXefn59Xb26snT55oeXlZ8/PzVjzz/PxclUpF6XRa+Xxe9+/fN0BKJXxAb7Va1ebmpomsOTZmZmbGdDLo7sbHx/X1r39dOzs7ViaFsDrhJcJ2aEiZs34t5m+ADObCyMiIJQhUq1UTVrdaLU1NTWl0dNTes7m5qZ2dHZMusFmanp62sCOFLmGx0X4BzDKZjB4/fmws0OjoqLa3ty1cv7i4qMePH6tUKklqZ8G98847SqVSunfvnp31ifhcaoc+z8/P9cEHHyiK2rpTwpH0H4CddgYcMX9Yi0jKwJewmaG9Wq2WnUPKmZQAF9qTzUd/f7/u3Lljejo2OQMDA1pdXdWDBw9UqVRsTYPBZiziu6anp7W5uWmAKpNp1+SampoyzRd9ShFSwuckKhANKBQKpqu6uLjoOIHhJnshgJX04aKa3vn6n+POOA6AugGpbq9ht7FNcQAgdWpDvPOPG5/t9h6cgAdZ8TCe/98Lx3kv1/bXBTT50KDXc/FsvI9F3JcS8NlYsA9MGM903cTmxYEhf/PasTjD4IG1D0X45/MgKQ5uPcDh/T7jw4Ni7m9oaMhEl+fn55byPD4+3qE189oeSXaECO3MTs6DIZ+xSIgFQMw93rlzR9vb25aKncvlOvQyOHxYD+n68Gav44JdxLkTriRk5RkI33/cP7ovQLUfl+wwAYsIyNFzrK+vW0iE50ilUqbjwGkAiPr7+w10kIHEvZ+enmptbU1vvPGGhoaGLPWbmja+WCPP4MsfIFQltMi48AweJQ/83EEfxO+U3aBeE2NFkoXiYBCo5cWzosvASTNnCcleXl6a0Jx6RuPj42q1Wnr27Jk5Xh9GZB4DRnH2AFnGFk6aLEvYUJ8Vmc/nrcyEdA34KP8AWEYHQzgUphJhPWOLsZLL5TQ1NWXMDVl9CwsLajQaWlpaMi3iH/3RH5mweGRkRJVKxYqZPnnypIPNbTabluxAVuzy8rJmZmas3hbi7Pfee0+tVjuD9KWXXtL4+LgdLk3IivprZP0ODg7ad4cQrM9h6Agn0x75fN76mXA5ukQYacpbcBajd8SwrsxR+pN6cYSqqclEXbuVlRXT1HG/s7OzGhoaMib05OREk5OTmpycVKlUUrFYtKO3OOCdGmOwlplMRq+99pqOjo6sKvzbb79tayWlEjgsmc0NoJfSIbC2fkxvbW11yAdYDyXZ5odNAZIANGKSNDk5aTo1xOTM07t37+rx48c2hlin+T6O5nnllVc6DsUmAgPbLMlYaIq1tlotTU9PWwHkcrlsbDt+hc3+bfbCACvpdk3UbSGi+Pu6XeO20Jz/nAdZcUaIhdrvwnHaOMw4kIs/k2cMpGuQEdcP3fSscYAS/24PruJACEbHa1UQlErXtVAajYaJHnFmNz1fvH1vYwS7tSuv4wBxwDyfdC3q7aa9ivcf5gd+vL35fmrz9PX16eDgQJubm7br9aEsWBWuzzXYfcJe4WB5RkDJyMiIlS5otdrHjWxvb2tzc1PpdNoWEfQ8ZKewYAGC+d0LlWGAfBIDTCXiZ89K+L4BrOJ8z87OrOYPII/xBgBbWlpST0+POSDMV4aW1EH5s7ACAmBgoOwJe62vr2tmZsY0Dqenp7Zr51+z2TTRK8UBCe3isGDxAG4ALq8vA/Sdnp5aKIE+pVp8Pp+3BZX2r1ar2t/f18TEhLUtTDCsFTtnQKRnzSSZA5Kkra0tA+YAK1g5SZZZ6sX0AH0yqjwLTfLBwMCAnjx5YllWOB/6gPMLYYFhvMrlsiTZs8AsATwY1zB+FHrkWdnQ3L9/XzMzMyqXy/rhD39o8/jo6EjvvfeenQ+Zy+U0OTlpInCKRSKYPjo6sg0Fz0i9Ko6kGhgY0Pz8vJ49e6bLy0sDa4xFjhNiDH3wwQf2vPwN7RDOm37gHtAHpVIplctl7e/vq6enR6VSyUL5FE7N5/Oq1Wrm0F966SVJMha82Wxa+RLGKnPNA0uKkTI+eG6Y86WlJc3MzKharapYLGpvb0/5fN7OCyQ8fHx8rNXVVbVaLS0uLmpgYMDC8hwrdXl5qXK5bPMSX8Casbm5afdGaBnQBnAnLDc8PKxHjx7pxz/+sTHjrCGs8wMDAyoWi5a1e3Jyomq1qunpaa2vrxszSsYkbTU6Omp9QcgSaQR+otFo6P333zfmGmDN2g0Y9SVW2GBwDcDy3NycMX5smi4uLiy54yb7WMAqhLAs6VBSU9JlFEU/FULISfp7khYlLUv6xSiK9kLb+/w1SX9G0omkfzeKoh98nO+RPn5ldP/7ba93AwLd2Cn/fd55d/uObvf3cf8eBxTSdZ0mH1a67ZrSNSPDztiH3DwLxvU8y4QeyGu04iGbKIo6avXE+8V/R7fQngdCt7UBr/Fe9DPsjnz9KM/AeSYLYMpz+Hb0/QmgYrfoKX1Jlr3FzgldCjQwu25fQoH7B5DxOZg3dEFUWOZvaGWiKLIwTW9vr+0CYYfQEsCa8GyAK4AKrwGECRvQXplMpoO9pH/IxOR6e3t7dio9ImucwPz8vC1KU1NTOjk5MacDO5DNZjU5OalyuWw7fUJER0dHVlyUsUMIgQV4Z2fHdv1UP46idkFMKmPDZHiNGAdGEzLDMbVaLavY7VmWoaGhjrASrBmCV0Axfe7ZTtqa/kTQPDAwYBostCvSNSiF+YlrAXFMzDkEvgMDA1ZkEpYM8LKxsWFiWjYHHLcCmONUANoaBo4jgI6Ojiz7kL6S1AFm/TiCKSNMGEXtc+Mo1lqpVHR5ealXXnnFyiCQ5n58fGyAJZ/Pa3Fx0bL9cHJsQpaWlmzMwR7SnpTkkKS1tTX77BtvvKHJyUmtra1ZqJOxhyP2h1yvra3ZOEilUiZmJwuNCtuUuGCusWEDWPf0tI9AoUo4bFw+n9fCwoKNOZhKDsDm/fR/KpXqSA5hbMMm8ZnLy0srtIn27+nTp5qbm1NPT4/ee+89DQ4O2nyamprS0tKSAQI2T1EUWT0m5lqj0T6+KpfLWX/39LSPP9rZ2TFmE+0fIWtf+ubs7EzLy8vGXnNsGHM0iiID0GzguR5ZoIjeaWsyp9FkAap92ZtqtdpRVoWNJSVsYGdhLGGGWT+ZJ2QxFgoFE95nMhnNz8+rWq3axq4b+eHtkzBW/0oURb4q1q9J+nYURX8lhPBrV7//55L+tKQHV/++IunXr/6/1W5jOeLO2b/WjbXy17ntb7eZd/j+NX8vN+mh+JvXI7E4xzuEBQqA5BkPgAQLZTc2zLeRB2XxsCKfJ8zn74nv9mmx0LU4AS8Q9+3hrxO/Bx/Ow7mHEMxZQqn6Z0LwinlwwLMSU/cgi3vhmlEU2TEUrVbLjoJhISVLLZPJaHd315ggr+9Ch+XFx9K13on7hVaHGaD90um0hUVwELSfXzTQwgwODtr3pNNpq5xMbRuAXG9vr9HnHiABTHF+vt3GxsY6DiX24wpQ6JnKVqtdtJMxlk6nrZ4Nx0/g+NmB8h3Pnj0z5oYjY9CgANTZ7fpxfn5+bgJhSlWQYba7u9vB4AFWYDHQ2NA/MCk++5VjViheSj+SlcXvOLD9/X1jr8gQpM+ZD4B+6XozUKlU1Gw2bWMC8GE84bBh8hg7/A8IJHu0UqlYCA5nygYA5o2yIZRzaDbbpURoO3bcjJFGo6GVlRUbs8wbLyHwmy00QoAANmWVSqUD4HKeHHWp0JQBqvv7+7W1taWf/dmftVICrCUXFxdaW1vT06dPLSsNkAu4gUWBzUSX9PTpU2M5NzY2bKwdHBxY4UgyxCjACfhCpE1oGd0bh0ejmWKjwXl/lJSgHhggHEE2m0TCe2S/NZtN0ywB5gA4jGGKu87Pz6unp0fr6+tWigSh/N7enh06zViF+b5z547efvtt7e7u6v79+woh2NpEmzGv5+bmDBzV63WtrKxYKBKNZz6f1yuvvKL19XUdHx/bs/F8+/v7H9KPok9jbJHMQ8QEBotNLgA0iiJbhyRZ211cXFiVdcYiPsGL2NmozM7OWhiPMCFyBNhbxjzzl/HNeZLoFtPptAqFgjGoH2X/PKHAb0r6uauff1PS/6s2sPqmpL8dtVebfxJCGA8hTEVRtPXP8iXdQkve8X7c1+LWDfjws2dc/D144HPTNT/Oa974Xh/3jYMXD068BiZ+z/HrelZJUgd484wVz0s4CRqexZhUdMS2caDrw5s+rCd9uGQGxs8AJ5yfv3d+J0zjDZaKe/E1WXC6OFs0Qj6FGpBIu3unjOOAhTg8PLQUcI60oN15br9Dps/4PsIQTFR2PZLMebKQXFxcWOiQ0CALEo7V9+3Y2JgODg5Mc0TfAbTo48HBwQ+JuePv8SBfkum5GDswqz09PeY8uBasxeXlpYUTj46OjCVg7E1MTFhGVxRF5rhoG8JAExMT2t/ft6N9cFgI530ttIuLi46imryfZ4OVAWBLbQdNij+1ayhoCaggI6parVpBTUIejUbDjiJCPyWpg+0AVAMI/diNosjYLcA78wIHL8nuDWDCpqDValmYpFgsWumEs7MzO0OP2lFk/DEvcCqesSZEgtYGrRS6MoDV8fGxnZF3eHhoR0AB4qlk3mw2VSgUrFAu5UTq9bq++tWvKoRg12YuUzuJ0A6ZsNQ1Gh0d1d27d/WjH/1I6+vrKpVKBi5g3QA4PT09VgyUdY1sW3SkU1NTHXWxPCPEZmFoaMiqbPtwL+1F5hhZbOVy2Rg9yo8QrqSPW622po6+Jcy2urqqL37xi3bGHmsTzBjvX11dNXZvcHBQxWJRR0dHKpfLWlxcVKFQsIr71MCj5hnJAGSvcth6oVCw72LujI6Oql6vWyYemyOypDn8eGxszIrIsraGcJ2VzLjlc7St72vmJOOedZSNZaVS0djYmCYmJmyTyvqJfs4L2tm8MPZgpljf2WQCylg7QggdG56JiQl98MEHajabVufLb5Bvso8LrCJJvxNCiCT9z1EU/YakkgNLZUmlq59nJK25z65fvfaRwOomIBTXOnULJXUL60k3M2FxUBJvqLg4DUfP9/iddvy74qwRv3djq/g7oQV/rx7kxV/zzxsPW3Z7Fg94/P14VkySpYyzIHugEb92XDzPvXrnjPmBGw93Ahb4DnYeOHHYHyaAz/TrBjx9yAangT4FB9zX19dxonyhULDjOqD//SHKMB4+lIbD9M8CFe1Djyyq6XS7/g11bQCpHL1xft4+G437ZGHkeb2I3ockvaCSlGLYIIArFD6fxfEDfPxY9keyxEH85eWlZctA8eMEsO3t7Y7wCToSikBms1kL/zGeC4WCzs/P9fTpU/X2ts/sQ3zd399v9XHoO89sdptf7Ep5nt7eXqurBcgkPFWv182hjIyM2IHAgGMyVXkPfc4uHBaKcTE8PKxSqWTAjrpRjBFYLM8AX1xc2BElrVZLKysrkmShYPrDi5EZpwB7/k4mFfPI11YCZHGf9Itn9uhvzyxTsoC6ZkNDQ+asqFC+v7+vhw8fWsYeyQKM4Xw+r9dff920UYBenp91h3IDFNVk7u3s7Fg18snJSe3u7qqvr882J/l8XlEU2abl4uJCOzs7Ojo6Ui6XM9A7Njams7Mzlctl0yudn5+rWCxKaofdy+WyFhYWTJydSqWMQcapHx8fG/Pk5QJk4MEIekd+fHxs4XP0SIVCwWpnkYHH2kTIz8sOqDxPBmKxWNTBwYGxOYBgQpNs0qhQj45pcHDQNGJoykIIBiwrlYoGBgaMrSuXy6bBGxgYMNbJH2ZMW1HGhDFKbSvWOZIH6CuYZJhANpWMb8L7fp2CZWZO3Llzx+a1Tzro7e3V3bt3dXBwoLW1NY2MjHSAzuPjY9VqNaVSKdvAwNayFjabTQPYlIS5zT4usPpaFEUbIYSipN8NIbzn/xhFUXQFuj62hRB+VdKvSh8GMe495pw8+ImHAz/ie7q+HmeFPupzcVB1G3vlX/eLfjdQw+vxcKBnoeI7S7/D9aDLf2c8TCZ9uGo69wFwAODBAEnXB9riDPg8Mev49Xwb8HwMTO6bwQqoigvkfdqsdL3j4V55H/3E9f13x0NuOBJ2M4Q9YXnQwKDhYVfvQz6I2GGc/CLGLhWxJ4CPCQoAQnvCmVRR1M5EW1tbM9EkTg3NENeC+eK5Wax9mj/9wfcRpry8vOwAzf532BOfCQUwOzg4UC6XUzabtcWekI7fIb722mva3d3V2tpaR1+yuAIEU6mUaYgISXFgrSQT0fb19RkbBKMYRe3kBhY1WEp/bYxq0LCdIQSrZ+PHEOAKITrOk7ABO2u+h7GEoJrzw3B+hOMYl75Gld/I8KwIjCVZRipOlvUG4bwPSzOWSRiAHSA8yP34Cu4HBwdWdyyTyahYLJqgvNVqmWP26w0AjdAlzKKvmF6tVvXo0SMb6zCN+/v7mp6etirZGxsb2tnZ0fj4uBWF/cEPfqBXX31VL730khqNhtbW1lQulzU9Pa1nz57p5OREd+/e1euvv66xsTE7j3BhYUFHR0fa29tToVAwsHN+fq5arWYM8tDQkAYHB7WwsGCsVl9fnxYXF7W9va1qtWpgempqykJ9g4OD2tvb0+bmpiYmJrS7u2t6HcTdhAgB+4RpLy4uLDtzc3OzA8yTMMM9Aiyz2awKhYK2trbsqCsPXv2YKRaLtsYR2hwYGLBMOz/mKpWKnYvXarWPyaGCfK1WU7lctlMmEGez1hSLRQur0/e0BdmiXtw/OjqqiYkJG1Ncj5pXMJY+aQEJAOAUsOwlA9J1cgztw0bJh9tJIkIm0dvb26Gv5CSC4+NjS64BjBP6RAPKeu9rEeJT4xvJbvaxgFUURRtX/++EEP6BpJ+WtE2IL4QwJYlSpBuS5tzHZ69ei1/zNyT9hiT19vZGnoXBaXowE9cTfRxQFQc4fgceDxd2uxbv82Eq3tst1OWtG9hwz97xeRZcX08ofv84vThD5FkMHIk3/3xxcOdf5zXAFayKD3H4EJRnhW5iEHkWDxS5PqAkzoRxLcIt0nU2lc+w4j2ehfFhLgAR+gYWWnZTUOX1et0cF6LGeCjPO1acDc/kASysg9cw8NwjIyNW6wewUywWDaTi3MkY85o2dsk+XMy1uQfPBvIewhWwI2TASOoomknYB2ORAtDALND/iJEZf7BY7E4Zpx6IYPQhO2ra4fHjx8Ym+g0UCyyA1YdnYTc8uOTaZAnCuPpsT0I6W1tbOj8/N7Gur3ZOZiR9DbNXrVatcKHfFTNWPPjh94GBASsISR+x0APMPcuJwJbxAIAB4M/OzmpqaqojtOFD6/V6vYNZ5fn5O0UY+b7x8XE76JjMMABbPp9XOp1WNps1XRr3QkgJgAx4mZubU39/vzY3N1Wv1+3w8Hv37mlnZ8fYkWazqbfeekurq6saGhqylPqFhQWlUilNTk7aWkHGFvfGhhJNDMCy2WxqdnZWm5ubxnb5jRtFUSnSieZreXlZc3Nzury81Pr6ujF7iO8LhYJthgDV+XzeskphCwuFghX9bTabFspG7M6Ghs0rmzLKKBAWp6wLc48NGNfs7e1VuVxWOp22chGjo6OanZ3V6empHdnV39+vbDZrVdv39vbU39+vubk5C/E1m02tr69rfHxc8/Pzlh0KO7iysqKZmRkDVhQepf4UDFAUtUstrKysGAAGyFPOI5vNmhxgc3NTZ2dnmpmZsU2JX/cBpMw92MVGo33ETbVaNSBHdm0ul1OxWFS5XDawB5iGJGCjx9o/PDxsYwa/Qn0rH7Vg43t5eX2u6k32kcAqhDAkKRVF0eHVz78g6b+W9NuSfknSX7n6/x9dfeS3Jf0HIYS/q7ZofT/6GPqqbmCp2+/+f+w2cOPZJf//RzFZ/u/eefnvi4Mn7+Tj4TnvXPy1/bWgINH3xIXd3rnHvxOL62Xi7dHNfEgRx+fDAn5HjnlWKc6K4RB9n3Itrzvyn/HXgCFjEaMEA+Ay3iZen+LbFZ0VQAehLjsTsmHIiCGMBkAlOxBqnwUOFsVnZaVSKc3OziqdTmtvb8+cDaBpb29PjUbDHDvnveHsKZuAI87lckZrN5tNuzf63wNQmCFJ9n0wHLSPBw44AcoTsJuFAQKAQtlL7R014lk/9lgEd3d3lc1mNTMzo9XV1Y5785sanDF1e46OjoxJAHQwdmAF/YYCgED2JGOevmYhLBaLBiJYjOv1urLZrAGF119/Xdvb2woh2PEaCM1pe5g1ACq6ENgudELskKPoOm0bp874o5YOoTHmjy954kE1wJgxCdsFswNwlNo7ekA9DgBBMNleIQRtbGxYFX3puowEOhWATy6X0+Lios03XocdnJ2dNeajXq/ryZMn2t/ft0N+m82mnYVZq9W0v7+v2dlZHR4e2iHCHJY7ODionZ0dnZ+fW3iI9RIWAiaFNQTQz1xibh0dHVnIl+zGYrFo94lQ/eKiXaX+/v37lvwAuKGcCIcYw/QhSYDNp0+2t7eNJWadooAn76FPJycnLX2f1xgHx8fH2t/f1/n5uQFZ+pt1ARA5ODho+iHahIrsAK1cLmcbGIDd2dmZisWipqamdHh4aLWkFhYW7D6Zo/fv37eK7X19fbY5JORHGP3i4sLONtzc3DRtGWsn2cMhXBfxRFc2Pj5u/YUIn/V4cHDQykFQEw2W9/T0VK+++qqBX/rx4ODA2CgKwpLByFoTRdelSjKZjI3T4eFhjY6O2lyRZDIE1uiJiQl77tvs4zBWJUn/4OqLMpL+9yiK/nEI4XuS/n4I4VckrUj6xav3/19ql1r4QO1yC7/8Mb7D7CbwdBuz1C1s5//2SYBUnJ3q9h7e5/+XOsN+cY0RQCd+7TiThACTe+7GYMVDfP7eAFY+bBS3bgyTB2IMchwi1/KMFZ+FMfO6JxYLX+eIz3MttB1kgfh7AYT58CHXi2vjvCPy4S92t2i0xq9Og4fpIP15f39fa2trdjAnuxPuje9h5wpg8eHb/v5+jY6OmoNCP4HYmvunrcgSZILmcjnl83kT7FKRmHR1noE29gD38vK6RhNjhnaWrpkePxa4F8D8xcWFZUuyg+Yoh0wmY+xLfPzgdH3YjwXHj0121SMjI1peXrZwEe95//33bdynUu06QSyugA52kAByWMBGo6FyuayDgwOrPM2YTafTlolH8UkysxAyo5uiEvrGxoY5L3a3gBOyBxlr6LgIXRKeg71k/HrxLP8A5h4wAj4HBwctLIWGyYeuGZ8ADMoRAFalNtDK5XI21mA0Dg8P9Tu/8ztW3oNimWxOJiYmLHSDzo9niKJ27Teq5D948EBLS0sGXt9///0OtvLw8NDOYaPvK5WKZZe++uqrdtYfSQKzs7PGgITQ1h/CLL755pvGyuDACS3DAnKETX9/v0qlkp37Kcnm6cTEhIFoSXY8DEcoodGpVCoaHR212moASfrTF4OtVqumc6JcidQ+V+7o6Ej37t2zZAhCt7Dj/nqAA+Y0yRz5fN5KQgBYmL+sjcwJNHgDAwN2GDMFRTmoGJZ3dHRUu7u7WllZMfBKaJB1DDbp+PjYtGpIHygDAgsIO+ez59LptJUaAQhxuDobGw+U/eHk+Itnz55ZdXg2TDBWIbTLLUiydZc1dGtrSy+99JIuLi5Uq9U6MqNZsxmv/NxsNm0zxjhhQ805hB+VGfiRwCqKoiVJX+ryelXSz3d5PZL0Fz7qut66MUm3AaGbAIMP8d10jW4gpdv/GLvubuxPNwDlLR56495vYtwkdTh1H9LyAIifu4EMzxD4++z2bP51H97kszhnH3Lzn4Vdg/kIofO8Qs+W+PbgO3EW8Rpa3E+z2TTHmkqlLJRFO/pn8zt+ACoF+khD9oUZAUT9/f22Y+nv7zcdka+dw/PzP46RXSRZOLVazRaR4+PjDhDW09OjXC6ntbU102twFAQZRSwksHroXkjfJ+xGG/nfEcjjWHmdXVk8/MvnWSB8iI5q0LQDQMTrylhYPS3uw5+wK9y3D9lQymN3d7ejPRmvJycnevz4sSYnJ02gG0KwUCvjmF20d4C8j5IK3CNjhaM/pqambAfNhiefz5uGhh057ILf6KRSKQMxHMni08cpRcHY8Ww3c9lvFABgQ0NDBs5JLR8ZGTEny/gol8vGRMCgwPD6mkKAdJgrdusA0omJCXPacb0gGpxCoWCHZ3NeHiCLsOHp6aneeOMNffnLX5Yk/fjHP7Z6SYQKETD39fUpn8/r8PBQa2trymazxgZVKhVtbGzoC1/4gjGmU1NTarXagmbOvGPcs87x/KlUSvPz89re3rbzGLPZrOpX536SULC6umraG8JAjx8/Nh0aY5hz86TrunCUoKEieqlUsirjrHOcFUgIjDIQZ2dnpgviewh/Mn+Gh4dN59lqXR+CnUqlOgpeUjeO9fbhw4d2yDfrXCaT0fj4uIGio6MjjY6OGmhAOxdFkZ3PSImSmZkZm+cjIyM2NtHjMf76+vpUKpVsI3F0dNThW1OplCYmJmztZn3zoIgN7/DwsObm5qw0Dho1ABUghznBqQU8M3MWfzQ1NWVzAW0pAG5vb8+uMT4+rnq9biwu9d2iqH0AfLVatTX04ODAEllusxem8npcT+TNAwj+vykMdxMg8+/x4OajmCz/Hs/K4MABVx7cdLv3+HPcBHI8a8Wu24vLMQYe7/FshX8GD3Y8KPMg1v+Ntvdg118vHopjR4uOgQUB58EzEd703+tRPw7Lh28pFBmvFQUo8P1If3B/aEGoewO1vLu7azt0QgCeqmcn6LPAPJDjudDHIOaF/UB8DKMgScViUb29vXZsAkcucJK6zy6EpgZYAyphtDjgFNDFd42MjFjmDeEhQIWfN34MoIsgBAgwGBwcNGE64xJNDuEAXvegzc9b7p1xytyZnZ3V9va2hQTYXUuyUBD3srm5qc3NTb3++uuanp42vRv3y3O9+uqrxtzBAKTTaa2vr1tx1nv37un09FRPnjyxw39hdHz2EP07NDRkYM9nOKI7oX6RT71mTHhAyeaIcYhT9rWw6Bsy+vwY9OFcjkwh2cJvvmDJ2FlPTU3ZGMRRIEJ++PChOTL6mMKVT548sTpoaH7YQODo5+bmtLGxYU6+r6/PrjcwMKCf+ZmfMaftjwdaX1+3yuQAwWw2q8PDQw0ODuqVV14x7U4IbRHywcGBFhcXjS1YXl428TRsG0yHT2wglE/7jYyM2FExZN7u7+9rfX3dABiZwYQXGUdsWFijSF4B7MGiwEwDZgYHBzU+Pm7hPcTltDlJLGNjY5qdnTVANDk5abXK0um0VldXDSTB0EntUgMnJyc6OTnR8vKybcofPXpkwJD6VowF2JYnT550+BRARq1WMzAOsGAuHx0dWVkDDqrmCCTAN0L2TCZj5T44xBmmi/FMyHF4eNgKuJLd6Zlj6vzV63UrEkqEgc0J82VgYEClUkn9/f3K5XIGYlmv0I5SJPXo6MjAcqVSsY3c9va29vb2OorYkl0sdUYNutkLBaziYKcbUwR46RZS84tt3LoBDn6Ov8cDMG9xQNUtDNjN4oyRDxl6UOMBHOEXdmI+u4xr+EwRWBH/jEwcr825yXx4Md6O8dChD9V5BkmS6Q+4J5wHTh7wx6Tx9xsXo/swkGfRaCeEzF7MyvPyPsARE2F0dNSodEJgFLYkQ8dnkgEKeFboe5wtxTJHRkasUB4gjmwdUo9hIn1IIISg4+NjO9w5rmNrNBoWYoId4Jmk66QCQKhnEel3Xqewou9bHAJ9xa4SZwpwANQODw+bOBoAgYYI1gzq3IMvfuZk+Gq1alo1/8z0twcc6+vrdjwOi6cvJ+HZM0BRKtU+gPb3fu/3LOxaKpV09+5dvf/++3bGG+OI3TaCXMY412SzQ+gHYTSMDO+HAYChAaD7dYN295ocHB46EgCYB2nM7/Pzc42Pj9tiT583Gg3L4KQkRjabtcy46elpex6/8dnd3dXFxYWy2axKpZIeP36sR48emeNhnNHG5XLZnrW3t1df+9rX7Bk4yYAimswrxOLMMcYhIZ50Om0hYBw6GWwU6uToExIeCPFtbGyYEBzHl8lkLLX+1Vdf1eHhoWq1mjY3N5VKpVQsFi07EedMEUlCoYRD2UDhqOv1uoGd6elpVSoVTUxMGGgYHBxUvV7X1NSUzs/PNTY2poWFBdNwsbaT9cdxWouLixb+BzjAEo6NjVn70O+wq+jJJFlbomtivevr6zPdF+MTkDE4OGhrKHW5AHasxZxlClBns8w45n3oESXZQfEkuzB3Ef/Pzc1paGhIy8vLunfvniRZFiXHIQGuYXRHR0ftPn31ecJ3sJeEsVkrqdG2u7urvb29DnkIZ+JmMhljyKamppTNZm19abVaHRvtm3AG9kIAq5t0UPHX/f/dwltxhsXvzuNC8NvMAx/+j4Ohbu/xITX/+k337hda/7w4WDrP75xhADAfQvGZZD5sAWvlw0MeDMX1M9yDFx93Y/hgQOIOg4Xeh90Aw93CgtyDH7AhBCsESViKnSJtwD/PdnEtjhcBAJKCy6ICS0EYZ3V11cSJpKiHEGzBPDk50eLionp6eiwNnFTndDqtXC7XcT4YTAIiaEkmjB0bG9Py8rJ6enpM60W4hkq/sFOUNjg+PjangUiZbBcWH1K/JdkOEfO6DPrBF4mEEfGh7enpaS0tLRnooE9ZuHxGJ4JPrxEE7F9eXhqo4/0Ab7LvCBf5sQ4js7+/b1mHZPyxiwQgML58jauZmRnNzMzo+9//vi4vL7W3t6fFxUV98Ytf7GC+/CZleHjYPg+YQYzLewDxaMfiGYE4kvPzc9v1Dg4OWhZjfNPCok74wbNeCPsXFhZMZ4dAHGBI6IMwDm2A02Oc+SzcVqtdWZ86So8fP9ba2poxiO+++66N19XVVeVyOa2srBjImJycNB2cJNPnUBwU4FUoFNTT02NO9gtf+IJthvL5vB4/fmxgEsH71taWVe0nm4w2GR0d1fj4uDKZjIEQDlcm09UD1Uqlou9+97tKp9N6+PChvv71rxuYIpRFthyMHwAXTRZCc9gU1gM2ELQF2YCsB0NDQzbmAFOwI2wAKpWKrYP1el2pVMqOg2o22wcTowXKZrPa399XoVAwHVqxWDSWljlEzaparWYlPGDQkB/4YsGUFwD4sVZUKhWNj48b6EEEPzY2pqWlJSshkU6nrf7T2NiYCeO5NqVj0IHikzY2NpTL5To2npy+QDuNj49beQ/agY0miRG+bA4+gVp5rAv4Rx9ZqVQq6unp0ejoqB0yvbe3Z6Hc2dlZWzdYA9lIERW4yV4IYCXdHsK7TSuF0Vn+9ds0Rd1AmLebQEc3kBUHV/5aHlz4UEm3z8Q/C7gCwPDdPlPKh8XioUGvz4JZ8owUn4nrouIAh589UOX3TCbTNQQqfRjM+pAUiwttSTabZyM9G+bPPKMdPbjCKcfBFu3mdWDU0GGCAGS4DubP0ZqZmVEURdra2jK9EFT4yMiI5ufnjXmp1+saGhqyg0R5ZtoKLQXZW4Q9EHjXarWOdH36sVqtmtbDs1Tcjy9g6nVLkiyM5F/z/Y3z3dnZsX6NtzVgD4sDdZ6RRceHjuNsKf1DiMSzQpIsREe2G33I+XAc+SLJQkdokaRrsHH//n1Lh2cBr9frmp6eVrPZtLRs9DKEWBm7nl31bKDXnsEsjY2NGeNB6I1dLkeXSNfhcsa2L4xJ5uH4+Li1AxsXdE+MSRxgo9GuAg+L0dfXZ2nzHFbLpoRz5Hy2H+VHfHFEwrHFYlGHh4fa2dlRo3F9UPfFxYWFeXK5nHZ3d/XOO+9ocnJShUJBd+/eVTabtey6tbU1jY+Pa2JiQo8fPzbGBvaNjC3GdrVaVbVatdAl7UamH6CSUM7AwIAVm9za2lII7SKmOzs7BnJw2GxC0FEyviR1AO5KpWKaIXRoMC+FQkGnp6fa3t42VpA5Wa/XtbCw0FEwEzBGCJNxNDMzY06eIpjc2/b2tqanpw3s+6K6bLZghCRZhXLO9ePsPH/eJe+lej6MIvo71j1qPBEyZW3c29vTyMiIhZqpxcdcnZyctPbjWCIYUu737OzMsqI5m5S1f3x8vCNpJ4oiY2UZzzMzMwbqeEYfyYCho9Cr18SyKWSTgS9dW1tTqVSysw8vLy9Ne8v66Zn5j7IXBljdZLdRbt0YLv+5+GLundxtQM5rQqROxorfu7FS3X6Oh/v8325i6fzffMVmqXsx1Xg4s9t7fViQa3vtCKGgKLo+v88DOf+zd5QepPn/b+s3mA//PiYnNV5CCLbb4T7JjuMzsCxeJwBrgOYCcEpbsjhybAqiyvn5eSuTgLMgAwjn6cW/XG9sbEzf+MY37DgHtDNoEWCoCKPR/hxzARg5OzvT7u6uHZmDZoBwaAjBHBBOGF0VoSavmWIcsJs8PDy0vuLvhALY8caBnD8Hjr6CCaH9uUc/JjyAZlGLZ6n6sSLJ9CVoOhifVMs+PT3V7OxsB81PeIB0bWraVKvVjkSAhYUFA504QEAd+qAoivSDH/xAz54901tvvWVFCBmHfAe7YBZ6xhiib3bBMKS1Ws2EwxRGzGazpiXzbDLjoNFoGNsK0EGojsiYMUF23PLyso6Pj3Xv3j1jJvhu2oHz3Pr7+/Xuu+9qYmJCGxsblthxcHCgfD6vbDarRqPRIUQmbP7gwQMVi0Xt7Ozo3Xff1dHRkRYWFrS7u6vNzU2trKyov79fh4eH+sY3vmHOk+e5d++eVldX9fTpUwuLcSA5oJTwL9o06g3BKNGHl5eXVnaANqdGFpsOstgymYzW19dtnD958kRf+tKXjPklLD82NqaRkRFtbW1Z8VFS7ulTmBl0SBTlLJVKymQyNlYkaXFx0ZJkBgYGjNFmQ8UaQL8DEDhfcXR01I7jury8NBBCxuDW1pYBCY61IVSIfpMNXqPRMHnB5uamFSolXAjzw0Yknb4+r5TQaCqVUq1Ws8zqKLrOcp6cnLTxPDExYZqyYrGoer2u3d1d1Wo1k034qApMIfOUo3TQrUmykwNgZkdHR3Xv3j0DT9vb27p3754l/CDLwOdIss0L6xwbMLIbYT6RopydnVmiCgVeDw8Plc1mb/Rv0gsErHA43iHfBpy8xRfp294b/75ur/vQVreQXzyM5f/uf7/pPXF26iamje+GrcF8KELqzNrrBt58yIZnA4Tg2P21uaZnPW5jA28CsDh3/7vPkPIAFwcGe4ITYwIwGficf152HdK1qNC3P2ODxYnCdez20IpQXI46NysrK7ZDAYDdv3/fHCs7aI5fYVcjyXbzi4uLHZR5T0+PhbXiB4oysTnyg9o+6JAoZpdOpy0riGf1u7bT01NjURBhU68IQMjmwR/TQtiR/vdjJM4y4uT7+vpMcxNnX2EPSSLgXn1YgAXfp5tznxQkHBsbM2aOcBhjh+8tFAoWYl1ZWTEn2NPTo8nJSQMPFDaN1+xqNpsWwkAjBDNDOA6jz/zcw9mwMYHdothqq9XS+vq66vW6ZmZmVCgUTOSbSqWsOjZjnn5nk0DbA8IAtGR3kaJfq9WUy+VsXnmHiBbs4uLC0u85poPjWyiDAauztramEIIdap1Op/Xs2TPLhLu4uDAWA3YQcL+2tqZHjx6pWq2aqLhSqViIl4QBxgI1i9gg5HI5myP1el0jIyMqlUo2lrmfVCqlQqGgtbU19fb2qlgsant7W6enp7aBW1tb00svvaSnT5+qUChYyQbGCEzf1taWZmdnDYxNT0/bsUIAU8DH0NCQSqWSfRaxdqVSsQxhSVpeXtb4+Lglr9D3PpKwu7urg4MDCxfy7EdHRzaemBfMKdqC9SCdTptOi0xE1mCST3ySjNSWJ8AUM/cQ0zcaDe3s7JhMIpfLKZfLmV6N0N3m5qbOz8+tfTjDEAaxXC5bTal8Pm9M2MbGhs1pjhliA4GsgbDf6uqqPWurdV3RHpafMeQF8eg5Ac2sAST7oIllTjGnAc/oLQm7+2jAvxAaq4+yOBPFguyBSzcmxztxqbvA3Dtf/vGdLJIAmThD1Y2F6vYz1/NO56b76PZZH/YhXd0DCx9m9OxaPKsJ5+mfGXYAtsq3Bdk2hC6YkDcxcB600f44v7g2jHuPs1tQvywgLD4McO6Pz/hn5/t9W/gMS4AU4bi40L6np8dEyYh/cQBoqXZ3d+3eqFR8fHxs9Wa84QBKpZKePn1qocVUKmUlGXB6UOlk/SEezefzprVBH0DVeM+6sGiyQKB78n3sq4VL6ggnsRCur6/bIiXJdGSAA3aqjCl0U4xvz/b68eEzRAHDsHKE9gAX3C/fTXIAei3E3CcnJ3YsyYMHD0y4y6G8rVZbdMvBrU+fPjWtESGxVqtlZQm2trYMJM3MzFj1bio9hxAMQOE8yCQKIWhvb8+KX+ZyOWO0mEuzs7PGmhG+os0Yt4xrNDY4U9YOwiOAn2azXYn74cOHajablmF1dHSkgYEBO/eQcdFqtSyseXJyYtX/nz59qvv37+vb3/62ORpE2oVCwUJ/m5ubpuHCoZFBNzk5qUqlomfPnlnYZ25uTuNXVeepR0WYhppAMzMzBoLIECQUCkPJGrSzs2NJFaTr9/X1dZwven5+bhq8/f19TUxMKJPJaGVlxcZYPp83wM7Grdlsanp62u5hcHBQMzMzymazOj091dramh13U6/X7dzE+fl5FQoFE3ePj4+rUqno/ffft9IJsEKVSqWjvh1lH0gqKBaLNn+z2azVkzs5ObEz/si4HB8fVzabtU3V8PCwaUIR0sPK0JaEs1hDLy8vjS3u7e3V3Nyc6vW6envb5+ilUimVSiVVq1XbhO7v72t4eNg2cGjguA8SbkjcYNwdHx9rdHRU09PT9syI6imZAOhh84ZwnVMxANGcTIDoPpPJaGhoSCcnJ1pbW7PEIbSObFpggP1h9T5zkPlFYhW+h+/l2DNA4032QgArDyTizto73XgI7yZQ4//Oe+LXkj5cPuGmz3pGxLNqHijEgV438OQXSA9MbmK74tdjkfa1nwAc7JD9vcWZMX7nWdi98H5/Px5ESddsF2yBt7iol88w4P39YB7A+nvw7AjX9kyVvzb3BID2rBXUuG9P/uZ3/3wGCpgdPYsF9wfLgpg0lWpXWs9kMlpeXtbOzo6dZ0XGIbsywAg7KHZ/Z2dnlrqPkwf8oOMolUr2fIQKm812WjUsGfQ+Tu7y8tKqMuOscIJjY2NW+E6Spafv7OxYpg33i16P8caODpBUq9U6gAH6ELJ0MMYp49+XHuDa7E7pk/7+fk1MTFjGEkUf0QoRKiH9niNiSP2en5+3ujuk+lO7Cf0KIRRCGYSYfCiUiuRPnz5VPp83QIbuZGpqynbEgGPY1f7+9hmIH3zwgWZnZ/Xaa68ZIKPPAcW0E0wjLBolGHgPgMj3NzomnDphCl9Ql7pDjHXAK991584dNZtNLSwsWJ0sNh/Dw8OmI8JJAkZmZmaUSqW0uLhoIShqJWUyGVUqFV1eXh/ETcinp6dHm5ubunPnjlU339rasr6GSSFEWSwWtbCwYHqkVCplDFc6nTam0WvW0Dmen58bc0wyAeOP45wAT++9955VKT88PNTGxoYmJiYsQ6xSqUiSzUueZWNjw+YzDBKiZxI3SDrgaCvGMnMol8vZBpcjZrLZrEIIKpfLxkDBUtZqNWWzWU1PT6tQKNi6Rt2n3t5era+vmyYPIERiyNbWljHWZNOxkX333XetDhln/KVSKeVyOZuvgB1KmhACJoRGtiTPmk6nVavVVKvVbG0ieYX1mMw+al2xjgIyCWmzIaOUB9orjrDxrBKbONqNZ0Bz6tln2qbVatnYoK4W49/X0rvJXghgFQdA8bBTN+vG/PjXbgojekaHie61IV6b5Z24/w4szojFwVW355Q6w4vdntXfq2eSWLxZDL2zgipmwDGYYCwAOH4R/6g2o208A+RBCvfhr+UBGn/zjFi8nwFTOFwf1pJkz+NBlWfWPKNIX3nwSqYbzp/vQ7jqQ1g4dRZrjJpHXvSaz+dVKpVUr9e1sbFhqeCkPXPGFeyTZ+xSqZTVvhkaGrKdlw8NIBB9+vSpHbeAsFmSDg8Prd1hquLhZRwTjBygD/YNR0TYlzAQGjgWGA/4PFDGiRHywknQVjzTyMiIfcaDZJ/tBfXP7lySieX39vY0PT2tEIKFnqTO5I7t7W1997vf1czMjB49emRMFxuRi4sLzc/Pm5NG+4GIlfZDowL7wxg5OzvT+vq6crmc7t27p6mpKfX391v6dq1WM30gZ+ThCBYWFvTmm292tCdOjvHMMS4AF9rIa9OYJ+yqCS0TWpJkxzABnOgz2EvWA4AFcwsNDGMHMIcG6M0339SPfvQjhRC0srLSsfYRVmF8oQuELcC5crRNPp+3jMGhoSGriA1rkE6n7YBosgNhLKMosoPBAbRnZ2caGxuzzQKAmblLlW6AKKUnmB8AKe5/bW1NxWLRsm/RSjK2AQowJAcHB6pUKqahQjawsLCg/f19c+CAbcLDR0dHxnQdHx8bIKbdYafGxsYsEzKEdgX9y8tL0/u8++67mpyc1NzcXEdhY9aR4+Nj7ezsGOD0myzmOr+zDqfTaW1tbVkVeX98EGsrmYr0A+sn/2CiCQPjuyjcS5tSoqRUKllYG6nBxUW7OjtRgyiKTFvqM1AJD7LmMJ/JYh0YGDBtFmAMQEUb4zc5ExJ2EwAcRZE2NjYMBN9mLwSw8gyOd7T8DZYoHkqLMz+3gbFu7IsHVTd9xv/8UYCvG0CMh87i9+4/2+1nf398xouHcSzQtHyH16B4vUc82wlWybNXXN9rWfg+zwxJss/CCELNcu+wL7yHz/MeNFVMTMJdnh3hM7RnKpUyJxbvI3YqOCsWDfqbxYn3wyDFtUP+OB7GSwjXAtBWq33MArWDJicnTQ9xcHDQQcvv7OxY+CWVSlkWF86HIyR2dnZsIRoYGFClUtGjR490cHCgbDbbUT04lUrZ0RwAg0KhYLs12A4EyCyOPhGA9oFpmZ2d1e7uru1y/W7OHy/BmECDkk63MxZZOGEbGFssdow/X6fKZ6Bxf7CDhHFxhsPDw1YSgIWZ3S5OASDJbp+DfKnK/r3vfU8PHjyQJL399tuWKTY/P28OHXaFe0PXFkVtoTKZYBSuHBgY0J07d9RoNOyQ5svL9sHUxWJRfX19HSEkGIJMJqNCodAxN/0OniNo0MJF0XWGFOUN0BShMfJzjXHCrp9SAbQx44A1Y3l52QqDXl5eGviYn5/X0tKSWq2Whb69zguRMUAglWpXQOcgYMA0z5BOp81pHR4eWn0t5kOpVLKCsAcHB5qcnJTUzlajPAHgpF6vq1Qq6eWXX7a5RskF5jlFfAnf0PZbW1vWH3/4h38oSTbPoqh9fI8HDycnJ3ZEzubmpi4vL63y/8XFhT0T64nP5GMeUDuJMcA8IWHAJ6Yw7549e2Yh097eXu3u7mphYcHKRLA+Uj4CMXd/f7+BOtjgRqNhtfvQdBJ6QxqBlol+9jX5GFeEDwcHB1UoFMw/sI55P4TwG3YMOQIAlAzg/v5+FQoFK/ECK0pldEmmH+R4K9pyaGjI5gc6RdZ+QHY2mzUtWLlcVqvVsuOW0NnC8hIKR/yPLyqVSnr27JkdoXOTvRDASuosheBZjzjL45kL/3dvHoDFWY74+/ibD9PF3+NZLMyHw+JgkGvyHHEmIQ4QPcMTZ8Roj26hNJ+27VmdOGAEcOFgWVg8kwWQiLNTLHg4Q38vDEC+m9d928BKSNcp8LzHs208DzsdL86FLWFRZhcdZy15Nv7uAScLPI5EkoUoKFqHgwNscP8AJgr6+SyaRqOhu3fvmtC0VqtpdXVVw8PDNtl9DR7CBsViUYuLi9rZ2dHS0pKmpqZUKpVMCM5Cc3JyovX1dWsr79Sg9Xd3d815ALwIg0myXRoLUqvVFsj29fXZ+WcjIyN2QC/jjIwagDbtgR4Edob+9kJwPsui7wthMn5921AGob+/3xILcHocjprL5ZRKtc8ZnJyctOSBYrFomiicIIesXl5eWrhia2vLwoIPHz40JoUSFxQNzWaz6unpMTFuOt3OpFtfX5fULjJ79+5dywrFUaFrQceI8wBgbm9v6+Liws6eu7i4MCeMrmVkZKSDmYSpYHHndeYb2a2NRvt8x4GBgQ8VR/RJIfQJ/QF4WV9fV19fnwqFgl5++WV961vf0uuvv27JFN/5zncsLMd10L4xJqvVqorFoubn5+0wXUJ/aPEePHhgjDD3wNhE13N6eqr19XUVi0Wr8A0wKJVKBtwZo2i8RkZG7Gw8DhduNpumT61WqxocHNTGxoZppsgyo/Au2spUqp3BiCPmQOPt7W07BoXwUiqVMrYWLR7zYmRkxBw3oTLYUEL41GDiZ8b+4uKisStUsYd1I7ml0WjoK1/5it555x0DdjMzMzo6OrJ1gX6qVCp2bEtvb/sgdAr1on1jzSVpwJfwALAD9BuNhtLptJUkYN2hDhTMpR8ve3t7VrKCdYS2YO3n2lI7W5isRvyCBzre77DmsUFnzWc+r62t2T160T6sNmsnBXXz+byV5oFNPz8/19zc3K2RKUkKH/WGz8JCCIeS3n/e95GYJCkvafd530RiST+8QJb0xYthST+8OJb0hbQQRVGh2x9eFMbq/SiKfup530RiUgjhnyZ98fwt6YcXx5K+eDEs6YcXx5K+uN1uL8aQWGKJJZZYYoklltjHtgRYJZZYYoklllhiiX1K9qIAq9943jeQmFnSFy+GJf3w4ljSFy+GJf3w4ljSF7fYCyFeTyyxxBJLLLHEEvs82IvCWCWWWGKJJZZYYon9C2/PHViFEP5UCOH9EMIHIYRfe97383m2EMJcCOE7IYQfhxDeCSH8xavXcyGE3w0hPLn6P3v1eggh/A9XffOHIYQvP98n+HxZCCEdQviDEML/efX7nRDC71+1998LIfRevd539fsHV39ffK43/jmzEMJ4COG3QgjvhRDeDSH8TDInno+FEP7jq7Xp7RDC3wkh9Cfz4idvIYS/GULYCSG87V77xHMghPBLV+9/EkL4pefxLC+CPVdgFUJIS/qfJP1pSa9I+jdDCK88z3v6nNulpP8kiqJXJH1V0l+4au9fk/TtKIoeSPr21e9Su18eXP37VUm//tnf8ufa/qKkd93v/42kvxpF0X1Je5J+5er1X5G0d/X6X716X2Kfnv01Sf84iqJHkr6kdp8kc+IzthDCjKT/UNJPRVH0qqS0pD+vZF58Fva/SPpTsdc+0RwIIeQk/SVJX5H005L+EmDsj5s9b8bqpyV9EEXRUhRF55L+rqRvPud7+txaFEVbURT94OrnQ7UdyIzabf6bV2/7TUn/+tXP35T0t6O2/RNJ4yGEqc/2rj+fFkKYlfSvSvrrV78HSX9C0m9dvSXeD/TPb0n6+RC6HDmQ2Ce2EMKYpH9Z0t+QpCiKzqMoqiuZE8/LMpIGQggZSYOStpTMi5+4RVH0/0mqxV7+pHPgT0r63SiKalEU7Un6XX0YrP2xsOcNrGYkrbnf169eS+wnbFe0+RuSfl9SKYqiras/lSWVrn5O+ucnZ/+9pP9MEmcPTUiqR1HE+TG+ra0frv6+f/X+xP757Y6kiqS/dRWW/eshhCElc+IztyiKNiT9t5JW1QZU+5K+r2RePC/7pHMgmRtX9ryBVWLPwUIIw5L+D0n/URRFB/5vUTtNNEkV/QlaCOHPStqJouj7z/teElNG0pcl/XoURW9IOtZ1yENSMic+K7sKG31TbbA7LWlIf0wZjxfNkjnwyex5A6sNSXPu99mr1xL7CVkIoUdtUPW/RVH0rauXtwlnXP2/c/V60j8/GfuXJP1rIYRltcPff0Jtnc/4VQhE6mxr64erv49Juv149cQ+rq1LWo+i6Pevfv8ttYFWMic+e/uGpGdRFFWiKLqQ9C2150oyL56PfdI5kMyNK3vewOp7kh5cZX30qi1U/O3nfE+fW7vSH/wNSe9GUfTfuT/9tiQyOH5J0j9yr/87V1kgX5W076jhxP4ZLYqi/yKKotkoihbVHvP/TxRF/5ak70j6c1dvi/cD/fPnrt6f7B4/BYuiqCxpLYTw8Oqln5f0YyVz4nnYqqSvhhAGr9Yq+iKZF8/HPukc+L8l/UIIIXvFPv7C1Wt/7Oy5FwgNIfwZtfUmaUl/M4qiv/xcb+hzbCGEr0n6rqQ/0rW2579UW2f19yXNS1qR9ItRFNWuFrf/UW06/kTSL0dR9E8/8xv/HFsI4eck/adRFP3ZEMJdtRmsnKQ/kPRvR1F0FkLol/S/qq2Jq0n681EULT2nW/7cWQjhdbWTCHolLUn6ZbU3ncmc+IwthPBfSfo31M5g/gNJ/77aOp1kXvwELYTwdyT9nKS8pG21s/v+oT7hHAgh/Htq+xRJ+stRFP2tz/AxXhh77sAqscQSSyyxxBJL7PNizzsUmFhiiSWWWGKJJfa5sQRYJZZYYoklllhiiX1KlgCrxBJLLLHEEksssU/JEmCVWGKJJZZYYokl9ilZAqwSSyyxxBJLLLHEPiVLgFViiSWWWGKJJZbYp2QJsEosscQSSyyxxBL7lCwBVoklllhiiSWWWGKfkv3/BUWpAxR/OBgAAAAASUVORK5CYII=", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Find median image\n", "median = np.median(imgs, axis=0)\n", "plt.figure(figsize=(10, 8))\n", "plt.imshow(median, cmap=\"gray\", vmin=0, vmax=1)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "diffs = abs(imgs - median)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "display_images(diffs, range(len(diffs)), row_size=4, size=(4, 3), cmap=\"gray\", vmin=0, vmax=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Complete test" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "dea6adfa07724730966a8d49e7c6f276", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/10 [00:00 0.85:\n", " img_set.append(after)\n", " print(f\"{len(img_set)} images in set\")\n", " \n", " # Read all images\n", " imgs = []\n", " for img in tqdm(img_set):\n", " arr = img.read(gray=True)\n", " # normalize\n", " # arr = (arr - np.mean(arr)) / np.std(arr)\n", " imgs.append(arr)\n", " imgs = np.array(imgs)\n", "\n", " # Find median image, calculate diffs\n", " median = np.median(imgs, axis=0)\n", " diffs = abs(imgs - median)\n", " absmeans = np.mean(diffs, axis=(1,2))\n", " absvars = np.var(diffs, axis=(1,2))\n", " for img, absmean, absvar in zip(img_set, absmeans, absvars):\n", " results.append([img.filename, absmean, absvar])" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "np.save(f\"Cache_NoBackup/approach2_{session.name}_results.npy\", results)" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([['Marten_01_00001.jpg', '0.12221153834627252',\n", " '0.0156866626660791'],\n", " ['Marten_01_00003.jpg', '0.12221153834627252',\n", " '0.0156866626660791'],\n", " ['Marten_01_00002.jpg', '0.20812357954758534',\n", " '0.028232199602249892'],\n", " ...,\n", " ['Marten_01_03103.jpg', '0.19120377627248009',\n", " '0.02243594688361211'],\n", " ['Marten_01_03104.jpg', '0.19131094836705323',\n", " '0.02246130415014969'],\n", " ['Marten_01_03105.jpg', '0.19151352287342513',\n", " '0.022474975604285467']], dtype='" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "normal = []\n", "anomalous = []\n", "for filename, absmean, absvar in results:\n", " vals = [float(absmean), float(absvar)]\n", " if filename.startswith(session.name):\n", " # motion img, check label\n", " if int(filename[10:-4]) in LABELS[session.name][\"normal\"]:\n", " normal.append(vals)\n", " else:\n", " anomalous.append(vals)\n", " else:\n", " # lapse image, always normal\n", " normal.append(vals)\n", "normal = np.array(normal)\n", "anomalous = np.array(anomalous)\n", "\n", "plt.figure(figsize=(16,16))\n", "plt.scatter(anomalous[:,0], anomalous[:,1], label=\"Anomalous\", color=\"red\", marker=\"x\")\n", "plt.scatter(normal[:,0], normal[:,1], label=\"Normal\", color=\"blue\", marker=\"x\")\n", "plt.xscale(\"log\")\n", "plt.yscale(\"log\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(3105, 2)\n", "(3105,)\n" ] }, { "data": { "text/plain": [ "0.9191626409017714" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "y_anom = anomalous\n", "assert y_anom.shape[1] == 2\n", "\n", "y_norm = normal\n", "assert y_norm.shape[1] == 2\n", "\n", "X = np.concatenate([y_norm, y_anom])\n", "print(X.shape)\n", "y = np.concatenate([-np.ones((y_norm.shape[0])), np.ones((y_anom.shape[0]))])\n", "print(y.shape)\n", "\n", "clf = LogisticRegression().fit(X, y)\n", "clf.score(X, y)" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fpr, tpr, thresholds, auc_score = plot_roc_curve(y, clf.decision_function(X), f\"Background estimation\", savefile=f\"plots/approach2/roc_curves/{session.name}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## AUC Scores\n", "\n", "### Beaver_01\n", "\n", "0.7524\n", "\n", "### Marten_01\n", "\n", "0.5832" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3.6.9 64-bit", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.9" }, "orig_nbformat": 4, "vscode": { "interpreter": { "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" } } }, "nbformat": 4, "nbformat_minor": 2 }