{ "cells": [ { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "PyAutoLens\n", "==========\n", "\n", "**PyAutoLens** is software for analysing strong gravitational lenses, an astrophysical phenomenon where a galaxy\n", "appears multiple times because its light is bent by the gravitational field of an intervening foreground lens galaxy.\n", "\n", "Here is a schematic of a strong gravitational lens:\n", "\n", "![Schematic of Gravitational Lensing](https://raw.githubusercontent.com/Jammy2211/PyAutoLens/main/docs/overview/images/overview_1_lensing/schematic.jpg)\n", "**Credit: F. Courbin, S. G. Djorgovski, G. Meylan, et al., Caltech / EPFL / WMKO**\n", "https://www.astro.caltech.edu/~george/qsolens/\n", "\n", "This notebook gives an overview of **PyAutoLens**'s features and API.\n", "\n", "Lets first import autolens, its plotting module and the other libraries we'll need." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:32.617962Z", "iopub.status.busy": "2022-02-13T14:02:32.617519Z", "iopub.status.idle": "2022-02-13T14:02:35.861991Z", "shell.execute_reply": "2022-02-13T14:02:35.862302Z" } }, "outputs": [], "source": [ "%matplotlib inline\n", "\n", "import matplotlib.pyplot as plt\n", "from os import path\n", "\n", "import autolens as al\n", "import autolens.plot as aplt\n" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "Lensing\n", "-------\n", "First, we illustrate lensing calculations in **PyAutoLens** by creating an an image of a strong lens.\n", "\n", "To describe the deflection of light, **PyAutoLens** uses `Grid2D` data structures, which are two-dimensional\n", "Cartesian grids of (y,x) coordinates.\n", "\n", "Below, we make and plot a uniform Cartesian grid:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:35.865479Z", "iopub.status.busy": "2022-02-13T14:02:35.865083Z", "iopub.status.idle": "2022-02-13T14:02:36.100520Z", "shell.execute_reply": "2022-02-13T14:02:36.100817Z" } }, "outputs": [ { "data": { "text/plain": "
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\n" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "grid = al.Grid2D.uniform(\n", " shape_native=(150, 150),\n", " pixel_scales=0.05, # <- The pixel-scale describes the conversion from pixel units to arc-seconds.\n", ")\n", "\n", "grid_plotter = aplt.Grid2DPlotter(grid=grid)\n", "grid_plotter.figure_2d()" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "Our aim is to create an image of the source galaxy after its light has been deflected by the mass of the foreground\n", "lens galaxy. We therefore need to ray-trace the `Grid2D`'s coordinates from the 'image-plane' to the 'source-plane'.\n", "\n", "We therefore need analytic functions representing a galaxy's light and mass distributions. For this, **PyAutoLens**\n", "uses `Profile` objects, for example an ellipical sersic `LightProfile` object which represents a light distribution:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:36.103749Z", "iopub.status.busy": "2022-02-13T14:02:36.103387Z", "iopub.status.idle": "2022-02-13T14:02:36.105636Z", "shell.execute_reply": "2022-02-13T14:02:36.105904Z" } }, "outputs": [], "source": [ "sersic_light_profile = al.lp.Sersic(\n", " centre=(0.0, 0.0),\n", " ell_comps=(0.2, 0.1),\n", " intensity=0.005,\n", " effective_radius=2.0,\n", " sersic_index=4.0,\n", ")" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "By passing this profile the `Grid2D`, we can evaluate the light emitted at every (y,x) coordinate on the `Grid2D` and\n", "create an image of the `LightProfile`." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:36.108380Z", "iopub.status.busy": "2022-02-13T14:02:36.108007Z", "iopub.status.idle": "2022-02-13T14:02:36.223735Z", "shell.execute_reply": "2022-02-13T14:02:36.224015Z" } }, "outputs": [ { "data": { "text/plain": "" }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": 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\n" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "image = sersic_light_profile.image_2d_from(grid=grid)\n", "\n", "plt.imshow(image.native) # The use of 'native' is described at the start of the HowToLens tutorials." ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "The PyAutoLens plot module provides methods for plotting objects and their properties, like the image of\n", "a `LightProfile`.\n", "\n", "Note how, unlike the matplotlib method above, this figure is displayed with axis units of arc-seconds, a colorbar,\n", "labels, a title, etc.\n", "\n", "The **PyAutoLens** plot module takes care of all the heavy lifting that comes with making figures!" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:36.226757Z", "iopub.status.busy": "2022-02-13T14:02:36.226382Z", "iopub.status.idle": "2022-02-13T14:02:36.436696Z", "shell.execute_reply": "2022-02-13T14:02:36.437040Z" } }, "outputs": [ { "data": { "text/plain": "
", "image/png": 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\n" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "light_profile_plotter = aplt.LightProfilePlotter(\n", " light_profile=sersic_light_profile, grid=grid\n", ")\n", "light_profile_plotter.figures_2d(image=True)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "**PyAutoLens** uses `MassProfile` objects to represent a galaxy's mass distribution and perform ray-tracing\n", "calculations.\n", "\n", "Below we create an elliptical isothermal `MassProfile` and compute its deflection angles on our Cartesian grid, where\n", "the deflection angles describe how the lens galaxy's mass bends the source's light:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:36.440188Z", "iopub.status.busy": "2022-02-13T14:02:36.439787Z", "iopub.status.idle": "2022-02-13T14:02:36.445265Z", "shell.execute_reply": "2022-02-13T14:02:36.444845Z" } }, "outputs": [], "source": [ "isothermal_mass_profile = al.mp.Isothermal(\n", " centre=(0.0, 0.0), ell_comps=(0.1, 0.0), einstein_radius=1.6\n", ")\n", "\n", "deflections = isothermal_mass_profile.deflections_yx_2d_from(grid=grid)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "The deflection angles are easily plotted using the **PyAutoLens** plot module." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:36.448114Z", "iopub.status.busy": "2022-02-13T14:02:36.447720Z", "iopub.status.idle": "2022-02-13T14:02:36.911807Z", "shell.execute_reply": "2022-02-13T14:02:36.912206Z" } }, "outputs": [ { "data": { "text/plain": "
", "image/png": 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8ou2h+lEdAioG+ig8AKpv/3d3X18fWz8ANdYJmvRnoq3+DibaNd+xg2ahbVevjLpxN7axVdkgcOyY0xX7XLWJVABIHNcC3ZC5rtvgfhf/r7dct0PNs84BehOeH+kLvcMvQ9XbftMiO15fAPVZChONAJI/3ulhoocYDxV5k4UuG0SXwUpdFmpObF3r9ImXbty1B2d9mMIi4qEu63PCXVXsMzguEaySYqIR9hpknu68VKa4CsFQFtm3sQNkoFLKIXdVuRp155aF7ge6XgDqAuBQd67ryoV+TLQviDrWBaKt8R1MtDG2pws1yU3bMWZoLHSdQHDj4j1c6wLULiCLzY+BqQueDXHQAOHQUNdt0FLHDYmVRtaOMs9Y3/rEPBcyKeU7WBA8Yd0AFLpZJCyHiXaqexPG2GNJH98JwB0sNEWVa7PQvkC2SuBbRLW7sbYdtFvzoOygz9OrZEuDXLeLKm4jqtpkxe0Q5qlNcPb+Nm1bPwCFtihoGcIin6jIXtP8eEMxUYfJprBQcERHK3Llmj9/KsPyuVx9Y2KK3IMQE6Uc18YWs1UAR8qJs8/JtY+7NtoXYZ+2JbHPmDhoma7b2Bk6BTxXIRjqSmsB5cLdAOia2aLCop6ioE7Xa09X7TJtFa7cRW0DbutpQ0BylSe/vuKhoWvFYp+NNRJctzFLZpi2hb6TqGs1kSkGbCmCoRTwPANMCPF01A3ipZTyW4eusz4AKtQXLLrSU/qCaN9CC6sUFTmsd1EWGgPRlOIKtiWx0gEsdBFQ7SswWkacc3MRELahYqFF45+paw2JfaZeXCSB5JCUlZjiNkU0NMRtm+oGjjHPM9+F+3hUcXkJnAUAqq0Foj5bMxDtOr6Yu7cviMasU7HbU3G7jGIMqWM2wHV2Wu9KQz1SV5Z9gl7YdZvQHrWUuGeyOCk1FSZ1vXCXDFUiWm+90d+iGOhCtnYACgEmumxh0aIgalkr3tllPQDWtS4W2hdEO/fXMf6wWOjG0uyg3bd958bY56pjnyHXbaolgeSy456htQIMcyWCIet1CDzX3aSUP7GMddaHZDvfg/eLd7/8Ln987McD8R83dNei7Arwh8QEvn1ZJnLRvAJ2xnadFJsnjPiFR99qMSn/l6FuvWUwiqEF089FW3b+57LFQ6nrpFYdGpLzmSQO6vqve+YnK277um6jZfgS1spEGDyd9xkFTy0iWsZjnW29GKjDEpfizu3YR6f1qJvbh0kudW7PtBbXerPSJdbI3di5a113XWn0LflEGrp4iOZ8Jlhv8Ey1VSpuU/bpWBfzPANioEux9XuLnh9B64cQC4K7r71M1ZrvMknfePdqMeJu6Uq0HhJPAcVCbSbadSummHWyzJ7MImXfq76rx7loh/kZDGGbUTfrkmKfKezTdd0muW9j7NPX3uWhMnPN/NZ5aIBoyLIk8LT3P5R55u1+Y+vOQIUQrxdCDKQtytbzNDSkxmPXn6DLndt3Pdt6gGif/XTJ6Pu4K1uqxJ4g2mVD6l4eBgBs3LhxW5VrfRGLuWtDytsh33Nv122KtS64E85tQ9y2KYrbA2CeZ6At9IbWy4Vrm8edC5ZL15fi0pivn1PduV0l/xZV5loWS33pW3C+sW5PQZFtfRW5XW7coeKfjUL37LAu9tlHPLSohfY1JOezYTH26bO+lYYGXAQkM0/bYszTXrtPJaJNIYVDsFY8sw2SUYWuDzTtNb39EXWuO74HiPatRGRbDETd2571zQ2NlfhbdlpL3/X72qryQc8FwF42E+9zsuwT+0zdZ1/XbcyShUO+9pR8z77gGQO/vszTFQwR6IuJhRJFSwdFVoUQjx849aJF971eAArdIiASxEV9hUWL2LLW7gGwfWyRW551AupGTLSxJVuMucZcucuyQQXhjS0ydxADPhi37aBxB2svRBVE6Gti4LzK1g9Aoc38upho34pFvvVjd3Cx56bUzA1VKnL226cUYKzAglsLt48rt4sl9mFjQ3JCU1225wIrXLatKt7b5Z5dRDyUOs+2lNjnIuX6egv/Upgn+M++UbZpb68Z8/R8Vwd4P1DzA3hNz3mfAxxbZMfrCaAh60pz8d0OLfmOKh3pLbG1Wq5ekm9/tkiVomXZQoUOOsr7Da1MtLG4LVTsIAQyayggMjbkOPqewPuyz6S4Z8hid1jx2SLgmbru0HE+8DzYGOj7gbsD3yKl/EjqJCHE64HPXWTHa/L3QJFp3xVXxxccrbRh1git1zW3q4pIah1L12JXsSlXuKYvpuB1WUAjLiSjBRYOsnzaovtZlxP8uWK9S/OtQDzUN/YZstRyfb72Q4t7xqoMheaG2GdkXFAw5KYRrsf/7y36+XMOesfr8fZt84Fm7AukJ4i21vOsb1ufakURF80iqS32XNfltKzcUNdSUwd81gLvnvNTjqlz7HrGag7M+r7/oeyzz3cbEw+tKvaZ5WH3rdcckKz+e6F56wCe9jkxdJx2nmeESMhM1OAZOzdmNNHD9/vJl/NIsDejKNiDkkbXtrDMaX1duLEYJnS7c/uu1xgbUeZ2zg339XLl9oiH2tZ139DUWGgfOxvFRBu38vpbyIuSkrbSaO95Fuw1PgSeKeP7XgTGiELqnOC4WLDa0yYONAb6MuA3Ua7cPvY04LxFdrxeAOqeiRcB0VUIi0IA5wqLGn362Xcjbud4BsdK8/Btz2KCoq60Fts6xUY980JXneIC4QuGZdz2bGNtW4WnIbTdt2hC3zut9EpZiXml3LGwXObps5DLNrKPaI5nzGUbuljh4LxAUsr3A98/YN7bF933+rlw+979fFF3bsy63LnLsIHx0Jgr17VlXQkukuu3sTPflgWQEFffLmJD8j4HWd9iCV3Wm20OOK8NYbch8HRduOeoredHcJAgGokHeOfGjiOxZm5XTdzoPiyLSfCTk8YjJf66alEuo0ZubL3UuNyQE/m5GiM9qPcdEw/F6t4uEvtMAc9e7DMPtNu2rLin3ZZbY/uIhtxzTkKFoUbMszUuUSzkq08uqOoML/pYZ+vkVEJ4I4tSSrlcPuZigc+dC8kuV2/pv2W4c2M5ohC/e0us3J+1TqyKUVeVohRXbjtvNL24QswWdeOmzFl03MbSbNm1kpe5Th/3bVLOZxdI2u1945g+8OwZq4y6bUNzs+59JQEnxMVCoc9UrD/4LcNSfg4fZ8FqDcnmglFfdUpnLmcPEO2zdgxEW33446Fd+7esTzx0iC0SCz0I24Dlcm2I2nbIGkP3EYp9BtdJiYn2uPxfyi3KUuKVKfHNlLkh//gQQAuB55DKSWehdf6MpJR3OoDjqM1lf+bHUEp/v48tQgV2h8ZE3fe0qDLXWcPu66pStKigqA9oLlpkfgOOi1tKNZ6l7q/D9R5y3y6SKrXsnM+kkEpXykpft61vO+ay9a2T4rJ1Xvd22UZYp4ylLW0Y6CFaIhsbNH6RikWpxxArPN9V7i+kzI0BcWKVoj7F5pdhXeX9NoC5frbM4hQHfZu7oTmfIetkqn2YZ1cMc9F1gnPrzWS3bcpxREycIy7czp+qEKLwPJZQ5txjsdiA74avsfFdAfihwiI3YN5VrShkPSoVhSzVDdXnvqHBcT3ERK4HaVFF7irK1m1M2TLct8n7GnBt1sd9m1LvtvM/E4qH+oRFKaIhX7+9RgDEOkv02Wt03QzbrJnKPDPPtnt8mcU+fefic8TWKwYK3XHJBXJFe7tzo8eV6M5146HgZaLJwiFnjZArN3bbs1RXbsx1u8xY6DrEVc8kO+zyhcso9dhXeTu0ZN/Qm2R31rntq7j1WRd49k1VCV30s6Db1s1yaPQFjkX0L1BxJtr6xUBhpSDa3lcERH3x1iGu3pgyN9FSb2+2DFeubSspcLCENZdxx5ZNQYW29RULDUohWrFHoW+5Pl971zyv9Y17eiy5vq2xBFq/cJpKY620ca19naW2PtcIQn3RogyoV1PERbHxizDREKi61Y7s2GaLbQaYaFelImuNUDw0NbUlFTBSY6F9xER979KyVIY7ECjPJiZ8EK7sPrmfvjkp7NO3/lDXbScj7VPntgs8YyEhbb1uS9ZXMBSLdyYwzxZwNkCctp0jDHQ9CykY6+tb77yCjBVF6OkuCdkh/WiGxENTq7akqiW7YqEbWy9bZfxz1ZWoBq/f8b9e6P6ePfe10D09E/bZup+nz2Jq24R9rDmCrNx6ne6FENtSyj1P+12ARwAXAR8B/llKecuQAzJfugi5aFOYKJHxQ5lozJ3bxURTa+YOiYcmqHJTc0NjaS2NcT3yRFNtyLxluHHPNOuT3rHyfaXGOxNSV4bWvO1in31r3VY2JO7ZBXyB7yZJMGQsobbtwgUSQsyzD3AKuhXKZ4El/QWEEA8WQrwdOCWEOCGEeKYQ6ucqhPhJ4D3Ac4BfBP4S+LAQ4qsWObDo3dB9r/uMj5X+68NEY31DSvUlKnNTxRANF5Y1rm8OHSxHuLLobc4OWzxzrtsQ8dAiXohlCIe8/YE80E7Xra8tRXHb6q+V/INviG1751I8dam3IksBT9fc9dxjXPSxxpZSyu8K4F+AY7rpGPC9gBRCvBb4OWAX+A/gJuABwO2BvxRCfI6U8r+Tj8ZhVI2YqKe/t7iosa8VCItid3BxmWhCjmiqcMi21DmxMn99S/wtEgsduu5B2Tocw0FZnwuUPvf97LN+n/rKC+d89pnTp1hC4v57u207rkaid1QJ2aLM8xy/qE15+z+CAs0/Ai4HLgOeBzwV+HHgQ8B9pJSPlFI+HrgL8PvANgNuMeNedXiLHceu8LpyogI/Wpn3ZKKhY4jliYZiKa45hed981vtgb4QC41Z82rfYgGHEAsdwkq9bYH3fjbliS7yXhZSxi6oxPXNX4br1ncz7OSUla7/aqjGrY8V5ta4PszTbIduhm1tR922Zv1Qjqd9XLH8Tpe1hsaBduEu6bHGlvLTfxRwNfDtUsprpJSfAr4dxTYfCPyAlPJDZrCUco5iqNcAjxx8ZH1OBl1UP9p3AO7c0Lihtz7SNkTltqgr17ZV1j/d2PLMC0A9P/dlfk9977KSakNct70s5I7tOydlfg92vDKxUGh+ignOCRduysdye+AtUtYyFA2Sb9Yv/8OdIKWcAm9FMdY0EyIKWJ1M1Bk/lImCB0RjV4gxJmrMvZJKAVGHhSbdYimBhcYs6B4LsNCY9XHx9TmhbgD3YGwZ6tuQeCi0PzOmT+zT51XpU+u2Efd02edItF23jXE9RENdhRJ8jDXGPM1aoXOiyzyNuS7bZTPPc8xS/iZdWfmh/mGVAzpYX/T+db7Xbl+i6zWY0JyyD3vNlHF9SoJ1WU9X7hC3X+o9G7PAyXRR24DoYrYo+wwrZq32FFLUQ1HclXKVepHYmNMlAIq2BdSyqeAZWr9H/7KqC0XjncH5kXGwceFa9jHgAUZ1CyCEGKHctwAPcScIISYoMdE1g44qxvq84yOvXSbaNdeylTDRFIswUd+YVblyQyw0Zqkn55jL+KDdi2dTHNS1Zb+3VcQ7bRtS73bhO610pazExvVw0TaYpx039a3lO2cdNHja273TWUT9Phd9rLGl/B3+Fbgd8DtCiFsLIW4D/A7KPfsy4NeEEHc0gzXQ/hpwKfDa2MJCiKcKId4ihHjLdafK9tGEXBwkiotCP8hFmGgqsKeAqMtCE925vjGprty+V+pDBEXBtQb+F5ZVLu5sBspFbBnl+VLWTvVcwGpdt96UFfucYLttc3dcAvh5XLRBt6273eG2jXrgeoiF1Fq+/QfmuscTG3cOWcrb/kXgBEp1ew3wSeApwAeAbwAuAN4lhPhXIcQLgQ8C34lKzPiN2MJSyudIKR8opXzgJUcz/xEluHRj/Q1LSEL27TcZRGNMOAVEE62vGCLEUFclKFoG4B2myGVjabaK3M/o/hZx3S6beYbWjoFnyvw+/anhIsca8c6U/aeOsW0jIlImpfwESk37RtTHUqDyQr9MSvkZ4PGoPNBH6e076tffJqX8z8FHFQh2q9fOMUavypzXXSAaiV0kS8/7unNdJupbKyEekCw2sucs4MpNzesLxUK7Ciuk9p0rdhCfwdALma6Lri72KTJZ/bZ8v8OunM9O9ukb54zvbgvEPVttCW5bd/4QwZC7bgLzbAFnKvMkYZxt50gMNOnwpJRvBx4ihNgCCq3CNX2vE0LcDfgK4A4ohvpSKeV1vY5EoL6MWNK6XajAfKnJtx8jXv5v0YIL0TXwF1tILbTgsVjR+S5LvWNLcP4Kbrzd11IKHHhL/eWbO7DYNrR4Qkg8tEzrct3GyvV1tsXyPX3hk67QjadtEPMMXHx7i8KHbNF4Z+j4QuNC3/+axy+XYb3wXUq5H2i/GXjBUo7IBlHzxdgnwUiVoFYd3RiIAo0yOQ2Q08996+e6a6ScqFNAtNFOZ6WilLu2pNyxJVShyDYbpELbMetTmWhjYVvGjdEXGVvNsTUsPVhp1eZ5H8mu21QmGXPdpoJnH7ftMgVD7pqwXLFQnzG+1+eYrefbd10DKS7dmKsj9MOF5YiLUmKikbUWzRH1jembH9rXlRuyJNGIcz4QCXNSXq/KzlT38UEWlocwePapOlS3ecZ1uW5T2nz/i0UUt13MMwaePretdQ5qhKYabt0O8Bya3+mO8Z2H8fT5XLmbGOghWBfl73G0UXFRDERbx5S4w74gmmp9qxWFQHTJNqS4whBbNWPa2GLWx327qgpEQDr77L1GKtPtYIlDj8mdk8I8uywGjLE5fewcAdCVnGKFEE9HpbFIKeW39ppsu0R9Lly7zfyYAnFRr0vX9LtuWjsu2nLh0nTn6n12unN9+wqs1bixtrt/nzvXGh+7/VllK3Dl2rHQFFduY1s0i8wftp3JsdGh7tuhjL6Pa7arVnFf4ZA35zN3XofafJWGcNvsNSLs0QNqvZhnZL1eOZ6rdtnG5mwuWFemcXo8cA9UNaJ+AAptYOwjLoIWgLTu6tKYS1qsMnlcRHQUWitlzpBjoX88dB2szx1Q3LFdr88VW9R928cF23e9mC3iuo1a3/EHwTx97t+UHM8OO5B4Z2M7IrI8y21VAPq3KAaabFKoL16EBEMuG3Vf+0AUGmzUy0TNa5uJpoxbVFgUAkFXVGT2H1LmhkRFAbAMtmtbhIWGLIWFxsREQ8RJ0eM5g9nmqmwIMPYt3dee3++ira9wKJqykiIaOgjm6W57+z3v+yDFQlFQDXyHxoV7lttKAFRK+ROD5+ovSNjACHEgDY2FBmBEVbo2WMXSXBru2Ob+ZL4AiIbcubb1VeZ2gKVtfV25PnOBDvqBXQOkI0DZF0RTx68zsB5kfDdlX11F44dWHXLbFnbdxkRDMfC0LcI8V+q2Haq0XQVwtvo8ZOUctLX1Yss+R+aO7aheNMgS11hInZuy777K3I71ht47tG9xhY3A53BtHW491zf22dt1G/vN9j0HJLpc674F0mq6+vuAZ8hS450p81M9B9mSHmts61XnoeV2Vc/CJxiyP9jSeh1ioyEm6nPTmterYKLVHMJM1C60ALWwqEeOaGXWPhtiox7x0EUERT4bIibqw0iTiiz0ZJtnWyx1aYKhjrzPvmkrfXM+k1NWjPluTwb+i91VuW19zDN04e0Dzz4u21B/aO3odoR1ut+zaB7n2WrJ+C6EeLgQ4rlCiJcKIf5ICPHlHeN/VAjxysUP0TE3h9K12DtyvvTk26INuH1a9Mbcvrl9x/ty1yxbRgrLMmvlupZS3m/DWldjqbcnW6ZgaBnF/VPYZ2/XbWCdZFuWYMi33qLgGTKX2fUFT996HjPlTxd9rLMlnWaFED8D/JR5qZ+/UQjxcuB/SSmv9Uy7J/DwQUcVY6LVmA6BUQITVWsPFBf5KhwtOyaaWvLPPu6EeGjruAmz0FA81FgXk1tUAJRa6ehsY4ipllq5Z+H9NNyvy107prxtlevzhR8ibLQFnralxD098cjWnVXWhXkehFBoiPv3LLbOj0AI8XDgp1GQ9EfAdwO/hbpDyxcDbxRC3HnhIxG0r4xynB+d+8MR8R9dIF7QXjcSM40x0QQGGbynaHBu4JhTqhV5xnbezsl3QiLgNrPMe9JLuN1ZCsNZRW3Vc5nNLrNI/xDxUCz2abtuQ8KhqJvWd7EQ6rP/sz7Fbch1GwNPd31YDDzt85a93VVZqA94JjNQWYOne74LjTNmXLjLeKyxpfx9vhuVz/l1UsqnSCmfLaX8PhTDfCXq7iuvEULcY2VH1XK99pgbA1znRx29o0u1ngi7dFNA1LZFQLRrvYGiIp8tW1DkXWPA/2Rz95aDsUE1bSMXWKtgyK3feOwic6AQyfs/7ukO7nTbGgtd/PvW7ss8Q/tJiXe2wLfDtbuMxxpbyuF9PvAuKeVf241Syk8Dj0Gx0suAVwkhPntpR9OHjfqYaBcb9V15Eqmj27oCi4yz92PWjTFR71z/OsEbAMek+XQzTl+bT5XbYAo22wiAaNWfwkgTYqHLBMaDcn8uaodR87ePeCg2J7ZOL9ctQO73njTinu5vOiQagrY3yP2vW//T1m3JfOcGt7at1eeta2ufB1zmSbO/Ot+FmGCDrVpjQow2uB1gnT7gzKS/7xyylLd9CfAeX4eUspBSfhvw28BtgFcIIe6z1CPqOMKWS7fH3PCaiXQoNK4vEw3O9a/Ti4mm9i/RlXtYdljF5tfZlvkZLPJdx4omJF20+NyxqWO9YwLg6bHo/7YvK+0yz2cc9Li5gBtbK9VlayzGXu1xoX0LrAuFBR9rbCkios8AR2MDpJTfK4SYA9+PAtEvWeiozJfiqzpkPtCGEEg9R9NdulJdnHWD4iJ3/ym3RHOqFi0lxQVPf0LNXFdUlJLaYswWFPnMKzLK+tXITbFlVyYast91tS4w6hubXpb71j2+WM5nTDjkWkt1a3tl3LmxSkPG8uaYRQVDyQUSAkRgYbFQaGyrzzkPeccHgNP7fTuhrrPUUq4prwIe0DVISvmDwK8CtwJeDtyr15GYKxb36GI/Fmf80gRG1XoD4qKhqyaHiXrvVN8YH9rWY213levO9c3TFrrNWXSO5/i6bnmWIijy2aIpLedSXLSvu3mR999Vti8GpCHhkHc/EY9H1HVrtXstBJ4+thMCT9sSwNM73jbf5xCqLOSCZ6rL1revmMvWOz7irj3L/lN9LeXtvw64rRDiIV0DpZQ/AvwycCHwwEFH1HVSaIGfcwyxdxS7AktV6YaALWQu+HWpyoLA6awTs9T7G1qWfF9F6zi6ckO7ap2ebYB2tpkXFHsqb4e6boNg6b72WVexhKhLNvLfSnHl+s4bvotlHwh1VRbyAm6gf5ku25DFxolzIw805aN6CYoffl/KglLKHwOeTp0v2v9oXBaXEb/yaQGeR2DkC9a7r1NVuo2rVWs7xETd92Nd4XqZqDvXczwNJurrH3nW0mM701isOaZN5KJ2rQVANNrWwxXYV0zUS+3rxkkTj/9MsGUct189mzYuxXXrs66cz86UFZ8HJgSetrn/Mfd/mSIY8vxXW+cKd/9eFumIhRr78syJsc7O7QShkBmTyeb51z0X2+Ns28RAK3sNKt8zOfojpfwpIcSbgIuGHhhQf3ihuFvmHFVOKzYqQkftzo0dQ9/bnaXUpwvFRYccQ1ehhdDY1PWXbKFY4ipijGdC3PIwbFXK5q71QrHPLrFaY41Qqb6O6lyABzTNc4+5qeYb3+G27T031L8I60yuddsx7hyIgXYCqJRyDryi78JSyn8YdET2F1mJfbDAyelzXzug2ykw8gqVnHHWmp11dF0Qtce0xntAtEtY1GizjjMEooTbvEKhgNDIrVLkq1Dkq5NrXHiyFF7xT+iuLX1vuH1YwqLDshS2uQhj73LfpqwVK5oA/vziZNdtjJXm+JlnAngGRUO2l8ndr8U82/vq6bL1gVooZOXrD+1rUYVtCGDP8TDM+rx9QfyH4NL5rmC2Mz4oMIq6huMuXV978xgTxoT+vH2ERcZixbPtOZYAKea2tef4Ult8rtxQbmjVNuAXt2hOaKf7eM3dRKu0ZTHRUOwz5bMd5Lq1LZQHbVsHeLbCKb6x3iII6mll4Ol7D3Z/KBzlullja5gxKUKhPuAZcv32fayxrd/hxUAU/EBqb0feUSswvwSVrq99KSDaOM6O7ZRCC7752pIFRB2ioqrN8x10FVeItW2svy3rc4zFP30ioj7rQLxcX2tsF/vM3X7h748BcpLQqPns10YsiXm6/S5IunNa2x7wbAFkhHXaIJwyztg5EgNdr9OV74djv465MkJfqPNFROvpprLRGIjmnm1fhZLWdr3+IGFRV6GFVGVuF4Br60ptibYlAucilYkWTWdZF1Z6mFWIfKkrMdDsUt6aKlYij5SH7Ou6TVHcBv87oi0YgvZ/uEMw5FtXvWHq56y5D29lIR84uv042zHWmcn2+09hnSHgdM/DZwBDXLWt99vv+oLcP2EXe7Us+YbdoXEOiCZXL3Lmhq6wOuXbXqBLFCMsmYUu20KK3D7zNtZtq/68uvI+Q8KhXikr1rhedzcOiYZSLpz6gqdjnSkqMVYaWLO5VkA8kMo6u9bxjfONHeqydR9rbAdwOuxp9gfmE/hkTp/9Iys8/fbr3BpHRGAUXcMa11pPtMVF9rZ9g253TJewyLfPHL+wyIiKoHkzbnO1bm6BFqpUZK0Xa7MFRaBERbagCJSoKCYoskVEXUIgW6SUYqu4/dm6CpRijHnhykKRi5iu2GfsRtnQN78TCywjB2VST6x1G9tdVYZsz1Fgjd7gaTHP1jzv+I5+b1tPhW0qcA4BWEG/q98z1NYL37sYZMhNa6zLrWuPazBIu8+JiwbXWHJctOEeCsREkxnm6plo1Zfoyl22DXHdbmwxW8Znnpy2EnLdBsZF8z3tcX3B07NGsECC1wXbdNs29+Eb39Hva4N+4Bk7r7kAG3LXhsadY7Z+b9sHmjHgjIGo2+/OjYFoTGBkj/OutQRx0RBhkQ9s3ZJ/4FctpsZDtaUKiowtKxbqXXv9fsUHau5n2zd9JbV4gjvendelvE25zycQBs8+cU/vcwd4GgsVQyEAnq5l7T4v83THh9piDBRqMAuCrxPHpGNM175Slbj5kh5rbOvjwhWoL6YUzS8llO+Z4tZNyR21xjZcuhB26ya4dIP5oq5LN1Sw3nHdmj+9wL+/qDsX6jxR211sCi3Y7tx5feKyC8xXbdTr265coJEf2uXKlWXzxONzjXa5cZeZ++krhH/YFgS8JZxUYmX4UsRDXRctXa7bylywPCzwTHXbrtplOxQ48YxZlbu2RXI8rlzhGXcW2vq9xdgX6h0fGTvwRJMsMGrsK54q0h6vn1NuiXaQ1vOSKubejZZvM2xlAAvtuq3Wxr27HEsJYaWURoQe7HOIhcDQsU7m6V1bz3U/jJgLOtbn+w0OYqUR0U6ovzU+4oZdBDzPIVsfBmqb+VJK5wrPZn/mdajfx0bduT4mqscmCYxa+2qzQ0mAiZpj84mL3P5UJmodf91mjXO/bSMsmjvHZjHRqKjIrWzkqVJU9WVNFmqbLSjyVSqKMctF+lvCIufYQqz0MIVEq6p3m5L2ExqTWjQhtWBClH0eFPO03kszz9MT2klx2frAqYuVetsCeZ14xgwCxNRxCW7cc+CCdX3eosDjiujwt0e/fOd1yM3hW6fx57HbI3HRjk+yV1zUE3tp7T/a5jmA2FVxJEc0KipyT3geS2GhqbYMUd/ZzkIXZd8pN83uBlTdX7HOyP76um59FgLP1rg0pmrMWxTemA/cqnmR9fuCZ2NuB3jGYp2+NULnsGg8NDEGKqyxiz7W2NbvdOILHHe5GlJfu2snAm7vwguuO9dyA/nl7/YaHYDoXlHb+/Ot6fsTd9URdSxaUs058aWU+UtNuYi1pd4hJNZ+ttuQlJWqL4BXqTHQULH4pPJ8feOePtP/00ahBO+BChpFEnznH5e9+phnLtp3UjFj7Ievz13T3Y7dPQWn324PjfHtA2scnj7fPqr3I9XDNfczHfpYY1svF25GJL8z4tZNfR1z6w4RGNlF6c2c6sdouU7NPvvmixrJTkAcVLlzbcGQu2bMnTv39KXkiDoF5l3r48o1giJfPmiqq3SI6zfV1lFcZJt9MTK4SPwS3bfRm2VHXLcLVxqyxyzotk2+FZm9rz4u2043rXkemNe5THdtbL4PNM8xW79r864jWpVbNzYvxaUbsr6pLt41Otbtczy2xS6fYsfkOQE2XntsUVdudSLv8RbPVeYJw967cD7j3mwz4LqN5nymMIygSzZlbscPJgSePksFT9+c2HpdbX3AM2VfXawzZf08wEaNCat90cca2xoxUA2MvjQWl41Ck5G640Ovu6oTDWGjC6a6CDeNxX6fPnFRXyZqr5fKROcOa3ZFRZaFmKmvSlE1x2GhPosxSZP9E0ppia2X2n42WSxlxZe6krpO7MIn5rodFPeMiYZWzTx9zK6LefpANco27TbPOSEJ8BL7o2MiWRAuaHbZmoPfMmz93mJXGosLDH3SXhJZZjC26YxLFhj5xlh/Wu9VbyTe2GxbQFhkLHZjYsd1lhLDcuOhxvrew7JPXx+L7mPNYy6rttSiFX1L9gFpv8GQ67bveqmCoRB4xtZNcdu6lso2Q+kpbr99jmpsLwCesf3G3LVngNhnVbZGDNSyrninzcK6xsdYpfu6tW5knFVPt3fhha64aFeai21WmovUMdOkmKhbaMFYxTotJmrMl97SkdpizFdgoau4grEYS/TVx+3LKs9mFjr0lnF9Cid0uW69rv2Y2z8W92zFO60+Om7CsCjzTElTiYFqlIEmKGzdOaExKcCZun6MdXbWwg13ny22PgBqf+AVaAWA0YwZAqTu6yFu3b4Co9bcDpeuD/SAVuUit19bowi9C9Y+EFWz1JNbfH4uvfvoAlHXleuzmKDILTTvmv1RVG0+d+8Z6rr1Al8efx2b22dcCDxD7NNnvV23IeY5IswmY67bZbttly0WGuKyXaW7tuXpG+Dide0cYKXreY3Q50oHmnEQ3/i+rpWucatw6VZrdLhfY/19hUUp7rGUmrmBuaHUliGu3FRBS581zyVLYpA9NWjetfq6wLvuvuJaCniGbFng6bMYIx0Knil5nbFjsddPmWcsNdZ5Dv+fjK0PA4UOxmh9qaF6uQ3mGGGvtrlsNDTOZaMBxjpYYGSlrFR1dENpLIZ+ed2zCe5cwvOSmGigUlG1gie9xU1tWcSVWz1bYiLQ6zhj7HnudshSKhKtG4MdyjpDytvQPF/sM+q6ddlmjl80tAy3bSLz9CrgfeDpA84ul62vLwU4+7hrh7pzY3NTXbV9yM05ALDr+RZbX5L7uofQqCvAnXplF3Sv+Mf0ZqO+/cTaEoVH0Stz92Tjsw5GkXxHjQRb1CW5rHlngq1akLUo44/FPTvbqr5ub8sQ5hlaywt0vvEh8Oxim8Z8rNPtc9cY6rLtWhvi7tqh4LlJYzlgE1ClsYCHgVrbEGakKUKj1lqB/fjW9N3hJZWNhgovBOKi3jq6xmIFFzz1c4WPZcaERSa9xdjImWvMHpMYDw2xUGNuLDRmvlhoqq0bixxqXbcs63snldC8PuwT8F5Eee/vGQsTRC7youkqsZinD3RjzDPGLkPxzhhzDLlrQ/sI9aeMGZKWkio2cvsaJjkXCi2sH777aiD6fpyhKyW3zxcfdcd6r/QC2631PMfmjKv/iCL8p8UaYx87IZeTtR0phB1VJ3a4xqp7icZYwkidFLvSW1LjofXJWZ+sAyf/vuyqb1m7dUtn6Xs8KSAZyv1MSfOx5y7ddWv+J77fp1WiT7WJ+r9gHm5N6TySLuaynZhYqDHO6XPH4PYtATyD56fA+S+l9J7vXOqbEynlJzOJPAcEQz5bLwCNHY2PzrdeB758aJ/Yh7h1Q+uF/jSWdbp0Gz/wRBBtHLMHRBdydwl/e0p+Hok1T+3xPX6JXUXMN1ZbUspKR/wT/EUTDvQiw3sBOEAgZ4Fw6HwzKL/T9xwCT1+fC46mr09qShfoQpq7NhVUIQycGxfuIVnjA3PctG5/TGzkS2Wx/1S20AioJTCEXbkhi7l1LTN76xQYLeLSjd0SLebOtdcJuXNNu09UhPoE+6S2pAqKQlWJbDERtKsT2WNsG5LacpA1cVcR8w2KgxzwtJ/7um69aSr2durtyULMk4Db1ueJcS88u+KdPubpY4OhOGgK6wwBXKgvtK5vfmxeiqu2i4xY1gLNYMzV33w22ZnzFn1ioOiVYUcAPHb13MEmWxZz63osiY36+qv5EXFF7JZoKcnm7nq2O9e2ABNNFRVF66Pa6w10DS2aC3m2Wp/SfT7zzfN9l0u7YXbstxoLS3jH98zxDK09hHXaFlLI2n1ufycrHaCuDVnkP5cMnueIrRcD7WKXEGeYXeMzp8/8uF026o5N2W6t57y3PgKjUPWixvxI0YVYwYVFmajdH0tv0cNiqS3QXaHIWCuFJcBKbYuNXYaA6LBESF13YOm6KOgCz5QiDhDI+bRjnSlxz8S7q/QVDEWZpwOc0ME8vXHL0HMP1umb51sz1B9r78s6I+SkEzR9vyfhGXcW2voAaEiFGyzBFwHSrvEx4IuN7QOkbjlAnyvZBlK7wHuKS9fOF3WLzccK0Tu5osJ1S7bG0gbRhBxRrxkWSj9VrrFU8AzNt9foalsnGxprDBWjqF573Lc+5a2v3m3Mddva9rWF+rvcti64DnHbWta7JF/Udbti8Fwn4Exhs+eAd2f93mLX1U1G9w/A/ZHGfkiNH1/suHpuN2IzkTGu+Vybmac/doLq0dc8OXW4VUPuXI913eosxcXnKnKD48yJPc0rfM7Z0PuEDhEO+WvbYsU6O+Ke0ON/kfJfcJhnRvVbHwyereOw3KqtOR6Xa+b0t9oic+05brsPPKMZDYnioJR80HOAbfpsfRgoWGwt4E6FNsMEWu7HzlzPyPoNSx1nr+3sN3bCsdioV2Dkvq9qTtOlGxUX4TBRT1+rapFvvxB25+I53oSi8+pk25yb0a9CUag6UajfNzfUllKR6KAt5L7tm+4TU976wdTazumsdRvN9zTtQ9y2qcwzEu/szO/sYp2Ntghwds0Jrn1AjNP5nlugaZsPNENju9rPIltDBuq+7mCY3jUiLLNr/ZQ1g2No/iE6j7Pd1HnD7izcF78ZcDc96xQXuSe0mLmXZgEm2tdSiwFsUlqaliIe6op9Btlnyu/GF/cMjo+I5Ia0xdaFJjtNsS7wjM3pbPOcZ1blrrUsGTxbbDSw5iaN5YDNjoG6jNNljBD+YIeIjULpLLbF0l5a+ybAlD3jfSBq9uBjo405Tp+vjm7j+D1M0blri8yteKxvDdtav552PDQoInJYqR0P9TkPUtJaWkdjWKwzrk/M86BZ5xBVcN85Q2KfbtoKeCoM2RdJXXFRN57pXJxJm0X2YZ5mjRTm2RoTaG89d7DO2Bxfn93fBYRudZ8+azh9vUDTNastmAt6DjDQ9QFQY7aQCDxnUwcY3TFd431nZ3d8LIe0CIzrEhbZoFoJfQLHUYmEVFNDqevuwweyrko3cNuz5tV6LVKqFLr2uMIz3nebskRlbt9bn8WArMuN646LrdE1btU2l5KTwEkkt0jJHPU1C1Ff1B8VgvOF4AIJuaj/B0NYeWrss9HvCIe8pfpsc+OenkIhtkXB03H1ekvz2QAVqyxkP/vaY0DXBZ6dwBaYF5vTxThj3rUQcKYcQ+D1uVp9yLb1A1DoBsnYmEVUu7GxsdQXw5pjDNSnxPXdb9SYBXjVTbtzD2hl4blBELUVuq7ZaS62MthnCyhzq3iox4wq19sXYKGpoDd0Xtd6qXZKSt4nCz6K5JOyVA+9fQOS0z33fx5wQSa4PMu4U55xx1xwxSjjijzj7uOMCWKhXFeXffpq3bbMd39P027PbTBQR3Hrru8JQQRL89nPtsXAMzavWtvREbggmMwsnb6utiXFOXupajvctI21PF+DFE446iy19QLQvq7bFMFR6vjY2OQc0oD7N8ROU82X7uIV+jipLlgCo6BL19PuzRUNXW2mg2jjyIs2KzVbPldurEKRbb5bnfncuD5bNvM8KSVvlwXvlAXvkyX/LQs+HvwclQngGHAcwXEhqj+oNA+hQPhmKTkB6lFKPlYWvH7evOrYAu49zvicSc79JzkPmORcMc6q99pVdchX7xY87lqf6xbCzNMFyRTBUCrzzJptSfmdQbZpni3WGQPHKDBG5oXaQqpa2zqAczBoOq9b66Qo3s8BhrpeAGqby6y6GKcZE+2PjI+NDbl1oekaDa0X2vZZhFE22wIu1M4+wi7dRr8DojHrYqKx41gDWxZw3iwlb5Jz3ioL3lIW/Ddl66scA3cl4y4i43KRcZkQXIbavhjBsQwy2y0bEPFkGRRSckrADVJydVlylSz5aFFyVVnyoaLkI4XkLbOSt8xKODUD4IqR4DE7I75kZ8RDd3Imon0mDImFGq7bmNmiodiYgaKkQeAZ2kfoYtYHno3+gNvUt4ZvXldbVwWhqKs1dDwRQIswzk7wPAeAMmTrA6CC5o+m8LBJSGCcAxlpbKw7Dqcv5tb1rkXYOqoYVYwtlu7i6WululQxzXb81AuiMeYbK7SAte3eiJtwakurwIJeKqPNQhtv3RML7SrM4LNUUP24LHlFMeff5Jy3yKJxTTAC7i0y7idyrhQ59xQZV5Ax9oBWtd+UK3ttuRBckMEFCO5qMUvzfFMpeUdR8LZpwdtnBW+ZFnxkLvm9W2b83i0zjgt41JERX3tszJceyxnnBIVDrus2mLLisstQjVvXbdtHMBQSC/WJd7ZYo/vcEetMYZaLsM5luWoHumm7XLRpIiJ/89lk6wOgrpkfUhFgfhAHtaT+jrGxHNK+8dFqfmj/NGOjdpsL1jGBkbsPYylx0VDVItedW7ggbMwDoh5lbkNU5MkPhXaVIttSBEWxvr6M095flsPH5iX/UMz4p3LOByxkzoEHiZwHiZwHipz7iJwjEbBctV2QCb5oNOKRO+pvXiJ5y7TgX/cL/mV3zn/PSl58as6LT825zfWCrz9vxDdeOOZuW/4zn/ABpLFQsQTwg6e2aMwzxW0L/hO1DzxDgGqzV+gPnilxzkXdtYsAZ3T+cOBsjbdNyHOCma4XgPpActVAGhubCrh93boxZtpitJ79W+u3BEatk4kTF10FiNrmcx+78dDG+HabT2DkA81QcQXoD5Jd805KycuKOS+ez3iTdSDHgC8UI74oG/GFYsT5SwTMkCs1VKIvVkQhE5AheMjOiC84OuJn2eJjRcnfnZrz/26Z8YFZyTNvnPHMG2c89EjGD1484cvPz8lGIlr43xv3rLZpAp0DqsESfZ5b9/Vmnj7WaV77GKIxWygUA7JUUO1q6yMQWqGqNuqm7RARnctq3DUCUFmDjdeF6X5JotkPzS+6r3vX3V/jRxETB3WMC7HR1jqBY0mwyq3rq6drH1uKuMh21TYYpj5JmapFznrtNTzrzpvjBTXz9AmM7NaYKzezPndXYUvpFxOlqnHfWxQ8fzbjH2cz9nTbNvDobMRXZ2MenOWM5OpZpg9MU25fZguB3PF3Gmd8/0UTvu/CMW+cFvzJiRl/c8uc/zhd8h8f2+P+Oxk/cdsJX33RiHwswq5b/bpVLCGS6zkoVSUQ7wze/Nptc/sa7RbrHMIshzLOga7albPNDqaZBJobF+4hmCsEgiYL887Rz70ERZ79pIwNuWBDFnLrhvYXcb9Gj7ExPiAi8hSkD5qt0A2Ni4mVfOYRFcXSWZZlobzQkM2l5OXzOc/bn/Gmon7zn5vlPHY05kvzEUes77DP2ovasm6/1mCnOTz0WM5Dj+X8mpT88c0znnndjLfvljzxI3vc59MZ/+fyCY+/ZGTFwrXF4p4+s5mnGe8d5ymQAIudlN25Nuh1iYrc8Y3XTntjju9/2DEutF7Ke08Az76ioC7w9F4/ivY6Z6OtD4AKalBwP3gvc3PG+ERHfRhp6Iba7tjU2rnuej4gDVUzSvmjeMY1994hMNIg2pnm0qqhWzPReIqLZ/9GmeurmWvNamzPjYBFNu7YAnjdujHXbZeYaCokf7E74/f3p3xCo+JR4AnjMU+eTLijldi2xGyXQRascetptz2ibvqKXTRBZHB+Lvi+SyZ8x63H/OENc371U1P+63TJ135gj4d+OufX777FA87La9etj3lCzT4bDFTUfVWbc5C6LUVpO5h5prBOd67pS2GjvrYhMU73/50iDloCaKawTRs0pTj7gTJk60eyXRcL6B9ux9WYr8SV+8Nyf3Sh/pCbJ7RO1zjfH9uMcecG13Pm+04Ivqv5jpsIN9xk9hq+E5tjrdy9xn59x+Jp67iEa1S50fPtHEW1rT5HX3F1n7kxwj0pef7elIfddIqf3t3nE6XkTpng/25v8e/HjvFT29tcsaZ33o7VBo65b2NjRQ47meB/32bC++9/lN++8xa3Hgv+40TBg99ymu//4B4nfRdNsburaObprbecWWBrM8/GGMLgmbn9Tpv7XzH/TUfQ1NpX5ox3x8CBgKfMZA1i0fPUAPB03psb2/SxzWTw9H0HQx5rbOvDQIGWq9RYaozTTYOx10lW5nqYZh+xUcq46hg7+vuIjJy+isV1CYxC4iJ3XF8m6kuTmXvarCILoXgo4C3zZzNKW1DUiIFCsLDCXiH5090Zv3N6yqc047xnnvF92xMenY+qfMyDKusXZJUhN2dgvise8q1vs0//zbJVzuc2gqddOuHrLx3z8x/b57eunvFbH5vx4mvnPPs+23z55eOWOKjFPPH0mz5HMBS8o0oMPM2YvqzT1+4CLe64wHhf2xKAs9Ufmuds9xEF9XXRuqAZBNGNC/cQzAVJWA6Yuv1D3bssOC7oAk4EUrst4cRau0MdgVG1ZtPVmpwviukT3cKiEMAad64BSU86iwFU25WLPnRz2zOzDXhduG6blJJ/3S/4mRN7fFiD8pV5xvfvTHj0qD9wHvYNufuwT9uFCzV4enM+TdtIuXZ/9W7bPPnyMU99zx5vPVHylW/a5duvmPNr993myLYIMk+wcj0jgqFkpW3IZdsCOXu7B3Ca9gZQhcZ7gC0VOPuIgw4RNH0A2em2PUdioOtDkE0M1LaQ68Q3zh1jW4p7NzY/5rIN/rAD64XGxPq9f2TfXE+btvqqfaBL12cxl3HnOGdbX8qFKt10VcCxXbkQZnPvmxU86YZdvuHGXT5cSO6SZzznvG1eev4RvnRrzCiSspHKBNfRYi5cX5F53+ctRnD/i3Je/5Aj/PK9tphk8PsfmfGgV57iXTdZwWjHNdoAz+qAAswTmr+hGHja+3PN9377gKdvrUBssgnkHveqz+U65DzQao8AVCJ4um5a10XrmhSyBZ6lCOsxz3ZbQwZqbYfYpm9c68fkfqNOv8tKYzfPHlqxKHjS6mKtKWv0txYbjaWwEBIY+ebW7tx6fd+fOzy3arNERa4r161SZDPParVMpbW4LtwTSJ5x8z5/fHJGAZwv4IeOb/EN22PGQo1fJxYZS1uJxT2Va1Zvizb7BLz1bk182S7X10pZ0aKhUS74oXts8cWXjXjSm3Z574mSz3/5KZ730CN8zZ3H6czTTVMBL/Ncmss2xV3bh3X6QJPAmEDbQTDOZbNNFyzLABs9F4rJr9VbbCcEc7CsNLQP98oxhZH2ERu5c3Orz3v16nluzfX0uRZio96xzrO3L8Ai3HGxfdgnb5elarMT+92i5z57ye6Mh3zyFH9wcoYEvunomNfd+ihPOTpplNXroxNaNzbaAuAAI+i6aXZl9uftXmbrSkP3vSDnLV9ylCffacypOTzx1af5qbftUUp9AWbHMe0Ds9mpyzwd8PQdTy/wNEDdxTobx2ge+v8XYpPQPo/YYzraOsGzdQ4JgKKgBs8eoqAuQZDLNn1MMwSelQt3GY81trVjoPYXLPrEQH3jVhUnTU2BCTHSrjGt+GYCI42lvzh9FRMNlQGMMVFfTNSpWtRLWFSZqHNE7dufWTHQxjY0yvzZsVDDQq+ZlvzQ9fv8/Wk14XMnOb98wRZXjtWH60tpAQbdgPug4qDRakOB79/EPd3Yp13vFiz26btYclNWdNuRPOP5X7jD/S/O+eG37vH0d+zzsdMlz33kEcZ51hYMdTHPrH4dZZ6xi8hU1tnVHmOPy2CdizDOHi7aRl9PQVAKYB52Stdh2noBqANY7pcvggKbAwTTVPduC9A8gBsCUl8Oaej+o97Pw52H1+q9Jbh0jUrXO6bd1nTneta2AdaApS0qcm5/1gDOiCs3y6GYS/7sxJwfv36PG0s4JuCnL9zim4+OQYpG4YNlFJRfpVUinwg7tvtc8ZA7T2SyxThDwqHq2QZPM9eqNCRywfffe4srL8l54r+e4v99YMan90/x1192jGPHzP9RNIHT7MtV2qaKhbwAagGn29YHON25dn8KcHrmJbFNX787N8FNu2rQTPtLrD97XIb1cFodsHW5PKpxnnld7tuYexXUnyRWozLpytHt84xz+yN/wGYMKTDffc6ceb41iQiMbIuJi3xtETFOa2ysSLllrlvX58q9qZB8wzX7fMe1CjwfvZPz+tsd5SnnTciEuntLnzueHIYt6h52319IpZvltO/zSf05B4Vbbo1b1PgvvcOYV/yPY1y8LfiXj835qn88yamZxFeer3mAOAwt0JcT/83b64dcs+AHTzdc4pvXBzyt4x4Kng2Xq+2m9YzzbUPbRWuDZZeLthSyEzxL69GyjQv3AE3g+dF7QNQ71b1kwvPBd43x9OeR/qAQqGO/7riMgIQttu+U+R6z00MCe/MzxohLt1rTP6+/sKi9TjUzktoiC3jT6YJvuHqPq2aSYwJ+7dZbPOnYGClFq95tJqDMqHJCbYvVyu2qhLRM6wLSdl5nu8+tOuSLGduu28ZFiiUiqthnqMatLpTwoMvGvPZrj/PoF93Caz4x56v/9iT/8P87zpGJaDNPx2ULFvMMAWfIZTuUdcYA0Fgu4xe3B+ymHco2l8E03bai4wbxZ7utLwOFNosD71VJq2JGaJ67dmxdHysNzY8yz9AfqGNMqL86nnaTd67b5xNfWNZgo+a9uAzVZaONdd2Tqz4x+gQlrrlM1DWHFZntUkqeef2UR31kl6tmkvttZ/zHHY/w9eePEVoktKaFhBa2VNduqy/3u26NNdinHfd0hT3296qf735hzsufeJxLjwpe9fE5j33RLUxNEQzf70DHOxvgae/DBc0YeOJs2+Pc+V3gaTxRKWzWsk5PmQc8D4JtGksRA4WYpm1R8BT1e1r0sc62PgwU2j/GniKilgDJnRdjpb51W7FIq8+Ok6YKjlJSW7oKLQxNewmJjNx2+16jXWzUFxc1NXQDaS5RJmqfZJ1xbgzUMNKbkPyvD+/xshOKCn7PxWN+7pIJE4S3uIKd2gJ46+N2xT5XzTxb+/OwyZB4yKSu+KoOuUUTjHldtz4xkc1IHebZGJfD3S8e8fKvO49HvuAEr/jonKe85BR//PhjiDxrgpsRC6XGO13gCgmFUtt8r11X7TJYZxfjdP/WA0HTtw2rY5uxv8EB3KTo0G19ANS+AWsFnG2QXBqYuvNiYNolOmqpcBPcu0HBkWeur7+zwH7g1+srCegzDaSVUjciHgrmixq1juU6lnmXaEm2S/7pm3TbRyGA954ueOx7d/ngnuRWI8Ef3GGLLz82oiy0azaHElXizwVO91ZnGXHQNHMOXVQUuEASGd7YZ1tEpJ9zj+sWCzzBf29PH3i6LFZ7Ie5565y/f9J5fNHzb+ZP3znliot3+b+PPtrwaLRYpw9MfS7XkMt2EXdtCDh97FG3eeOb3vHLcdMepIs2FTCDf4k1Z4/LsPV0bPmCx9422u9gGS5enxs21m+LjpJduD1cu17XlGz3p7h13WdzMmy5a9VTS2BkW1euZ9Y+4UZvZ2XGuJd1LgMCXvqZOQ/5r9N8cE9yvyMZb7ryCF9x/kipcp04n+jxR/Yxu4N0//YREKUelxv7FKF9+L4XN+5ZtbdFROqgmuMecOmIFzzhOJmAn/+3Xf7iHfv178AGS/CDp91n78t2w7aAdqC7NtZv/m/WfoIF3ltt6eBpn6t8eZv19nAXrc8d67a54FnQBs+geOgcsvVhoPhYY+qJr0uEgz8tpqta0UL9AeaZYf26ExijTyxkGKSvv2KX0vrFB9ZurBO2mvXpk2PhHLdu61O5qHbnun1mjruGYR6SX79qxo+8f58S+JqLR/zRFdsczQVyTqPgvFsnF2gwUZuFmj6bocZutF2td0Du3FiOpy91xTzMxYOd82ninq5wyJuyksI8J2bn9Tj7Jthfea8tfv0rSr73H0/x7S++hfveacQ9bz1qAqEPOF3wW9RdOwQ0qw9WPfV10x4E2xwSz3TNB5iueeeFTtGizYjPRltPBoqHNRpLbvOM8TDTXnNirNW1UBpMaH/uVazLFEP7863tMlJ3XR8D982PsdHWGGGNc4REPmvEzgLs1hGylFLyfR/Y54c0eP7fKyb8xb22OTqp54tcVCy0eju5ZmEednkmms81a9q9463PosE+Xdetbqtct3ZbyHziMXdOBt/5kG3+5/22ODWF//n8E5w2xTtclumCp3e9BNbZagv8V0Pg6RkzJMZZ2QLgabNNX+qJbX3Bs0A2wDOVaRYyAp6oy90yW85jnW2tGKiP0PmLKbTZpb/NWc8j9ulkpV3pLlEWmcBIQ3MWERP1Pk6Pmbilw1IbbLQrLpqh7upi+jJoVDGw01y8J+l6vf2p5JvevsdffmLOWMDzP3ubr71kXA2TZvS8nq1ioE2RkBsLBRopLWZM1x1dfDY0Rhorrxe9k4q9LZpjKvezJRyq6t36yiXacU/3wsa6GJLmYsVmpQHmaa8r8oxnP+EYb//EnHd/uuB7/uYkf/Dk4+39uwDoxjrdC7fOtoGs0wXN2Fhn2ysM8vQfBtscwjR9QBkDz3PJ1gdABepHZv9CPJjjL/XXBMVwm7VeoIJRspLXt2ZMJBTMKQ2t5xnfJTbyHafbZyoadRWq76hkpAAr5oq2XMjmJBhS6BbSYqGyHguQC26ZlTz+Dad5xbUFx0fwtw/a4ZEXjmDeVuYaJ7K9TuXKpXnP0OqtWorczHq9DqIhcxwhs8VDvqpDZkzV5klbadUdBr8KV8cuq7YYeNqeCZT34vjRjD//lvN4yDNv5Plv3OPxnzPhy++7pQ+e+tl12R6ku3YgcKbENo3FmKZtqcB5mKAZjl6079pyNtr6EeQqWO98+IIWFnjdvL75vvVa7qP2PK/4KLofT79vX657N6N7LXedUH9XX5dbt+WadV5ba3sFRo7bTWbCOrFSn3Rt8wmL9ONEIfnSVynwvM2W4FVfeJRHXqyv+0b+k7+dw9hK2fC413q5Qx1mt0rrk+Pppri44OnN+bTjntCOezbGOukqIfCsDggLjKjA8N6Xjfi5rzgKwNNecJKb9so4eNrrVdvS83u126zftivww+mv/sf28UprTdnej9UXzN/09De2RQ2ePheteW0LgkxlIAOermvVJwSKuWd9VYR8rllvGzHwbB/vIo91tvVhoCSKiDxVd3yx0nQRUpfL1uVLS3KdZtK57BOe9g63r+1eNfMymmKixprOvJDQyPS7z4aRWmOkbmsJjDKh96lPDLh1dDVLrNYU9VqFmnFiKvmyV5zi9Z8puMMRwSsfeZQ7b+sz2b50V2pULBIWo228jaINPmWpD9ccusU8XdFRirBoUYvdyszeNuzTW1g+bz63blOWIhrS4qCG29YIhsY1wLaYZ0bNPMfmgEw7fM+X7PCid+zzxo/M+eEXnuK533LcD5w+8Ep113aBZvVB6ffoxje9F6ERttkjrpnKNGPu2S4h0KpZ5pnkwhVC3AF4hJTyT5a99voxUG3BChTLYKexNpctmjHRdTvWS+kL3cU+5qpy13CP1/c+Uhip77mxTrsvKDCy2GmrclHkpt0nCviyfznF668ruMNRwb998THufMza4aj5hafWcY0xx0zQKnO3bpYifnJZtisc8lrDTeu8ttuh8b01mKfze5D278CwUCDPBM/9puNMRvC8f9/jdR+c1cfgA0bzutqm/i37wDYln9N6HQRP28vkgqfLNqv33Wab0I5xqjY/01SvLVAlDp4+pmnbMllm6lxp7XfRxxLsQcAfL2eppq0tAw2ZN+4J6tfn+5H62Knb4LLVziIFPvlMIvOM9vVp72Ckrtgo1mesYqSeD7Ix32/1qk6c05xkCxlgosCk3vfN05Iv/6eTCjyPCf7tS49xxRHzhXhYrLG51WrdgNtmobK0AMaJh7q3MLPbvMKiJaSw+FhjythY3Vu731swwWafW02xTzBdxbQlMM9oPVv9uPLyET/wmCP84ktO8/1/fpLX/9z5ZJlos0zfa6x17f5GLnYcRKOgSXM7JgrqG9tcBtvsiml2Mc1FWGYy8xTt93Q22toAqIkJ2J+5TzDkVeVCGwCrAWax9rrBuT5wNn8w2y1q9bfXtMY7J+xgn91uTgbBkoEegI0Bf/SiwARZ0CzBs4+GgCluEkdgVM1VYObNF9X73p1LvvqfTvH6T2vw/KpjXHE0qy+HDSOaS32sGkQ1YErrPqJqHFXB+YagyHLlNkBSjwndK9RnjQLzS3bv+lJWKsAU7b7kkn2uSMgVB/nA08c8Y+CJtY/MeQA/+lU7/L/X7fG2j8z5s9ft878ettX2tARduBbw+RjnUOD0AWIicA4RBKWKgRYFTV/boqDZmcYS7l6KCSH+K3Hoeas6hrUBUGP2j7ALTIPtPjD14E1vRW9XSUAnLUa4oBhiuYsAaeOYegBpI8Ypm+25MyeU9tIY22xrsVHzWVllASs2qtW581Ly9S87xWs/Oefyo4JXPvYYdzov1/9067PT9wutSv5Vpf+ceOi8CarunVQKD7u0Y6GmD1Yb80yxrqpItnAIaMc+bbD0ioas/hB4htS2MebpunEtdnjsqOBnn3iEb3vOSZ7x4tN83cMm5IaF0h7vZZa+O6V4xgVVtSsEzkXZ5pkCmocYD70SeDfw9o5xdwRuv4oDWCMAbcqehRTeuIGQYdFQkrsWmr9ms/fUudERMvwqawJ/08VJE6zLjvYcBaitvXjGusdo+szaDRB19mkfq6/d59Z12io2agRGtpjJsNEMyEq++59O83cfnHHBluClTzjOFefl1ijLXZsDU2tN57NogGi1N78rN6O+1RkQTGmB1YKpyxpjzNMWD/nyPkVGM+dTu2yFzhgJioZc8LQFQ268cyyawAlgC4Zc8ZANVlWf5OsfMeEX/i7jA9eU/NUb93nSw620lhAgDnXVLuim7XLRDkk7iblnV+GaTRYOLQFAD+Ca813AB6SU3xwbJIT4GuDhqziARKfcwZtbcaNuDwTkfeIeAnFVV8wDQSFSa15sHfvK2zM+mBLjjg2tYbfHbu7rW9f3TQeFQ+5VvtXuuOEar113nbbgDZKttX/+tXs89z/32R7B3z/+GJ91cd5mt+59KPFs42m3+itgsY6hVayg+8qpDW4d8cuDMJ/ytvUZjGhWGrLHQJN5gv/D8NXBtb/7wO+gcRz6tzTKBT/6uB0AnvHCXYqqQpH9WwuAZ/XGrTX16+p8UD3abyMInnqOm4JirA94dqWdGIsJgXxiGhu0UgRAycIhT1tXu8+kdQyLPiL2RuDz4kMqS/hX97c1YqDtuIFioSH/QPvzCLHTkKWw03alop4rN9igXs+KhTZYaQr79PmibUZqM0nzfkKs017DFRsFGak1vouBZvVrqd2AwqS2ZOo1JfzVe/b52dfukgl4wWOP8dA7jmu3rX5vsgAK3+3Q9GsjGBoBuaw/pcJ+Vq2ZPgnLEoJ3axHas2ydeH2CopXfVNthmAb4fTVvfcIhb9zTxzwnYcGQHCe6bB2hEAAj6zdqAyP16yc/csIv/M0u77265G/eNOWJD9fU1x7rumpTGKfV7lXSQktJm+qi7RvTXCXTXCbL7BvvLKTv3HBg9ivAPyWM+yfgilUcwFoxUNft4SYVd/UZdtoqi+VcTbrtDXNZpaDBTr1rtZiobLb5mKn1h+0s1mCvEVrXlzBu1rDbWusF1nXn2CfJPLIO7jj7GDUbNRVtMnjrNXO+9W9vAeBXH3OEr75yqxl3s1NdfLE5VwBjzK3jmltgYrFQUye3+rg8YHXQ1lnEwfl9e2Ofvrincd16FLexIgmDwLP1e6H5O7JeT7YEP/KEbQB+6YV7SFH6wdNmk43tAONsjPOwTVH3+woe+IoddBU5gCZjtLcNyzTgaTMsN23DMD4DXK3XtBlaCqN010mZ224X1SNosjl/kUdwF1J+SEr59+ER1bhdKeVVXeOG2FoxUGiCqI0rPnbq6zPt7ndrhvhUvJ31dgNCpCg7TREg2Ve7jXWEf5xPMGTv2RYdedNgInHT4NhYe2hs3MysT98i+Zo/O8HuDL75c7b43w/ZUWzVTXVpXJLbd3Jx34dsbTfioUapW2gQtQRFsvTHNoXFqFNSW5Zp3gpJou5zY5+m3q3ruhU2eLoXHNUFiWiBZ5W3Owg8Zd0ObVCjOfYbv2TCz/zZLu/4cMEb31/w4CtHTeDEsxYdjNN69rpprfauggc2aBoLiYFShUAHwTSXzzK7x0Ptwj3bbW0AVNL+QcZOzFlvd0Gay9cLqL7lOoRIrV7bdQuEXaMR8VHIxYtst9ljjYvX65Z1QDDkwq2AxBpv2uz80Zhb19TVzWA6lTzhT27m6ptLHnKnEb/zuGOITOjDkMjcBlFRu3T166CwKAaiWyhlbl67cl1BUcNKpchdFXCmluqr3bTN10DjXp8t120OYlsv4ipuDfOciLhgyNwVZyhwjqzfpg2iWK+BrQl802Mm/Mpf7fP7L9nnwffJHaBtAmTFNnHW089DRUGpLtoh7tmuOKZrXYA5FCyXCZTrWJFICLEDfL6U8pWr3tdauXBdi9VC9OAXEBMf+drC7t6utqAQqWtO6HXrxGL9uWMu3thce2y0tFlgXtTt64ztcuuaMdp+8p9O8Yar5tz+gowXfsP5bI2aLEe9b2GxIIi6c632RpoGtC4Tfa5c9Zx+NuhTpzZ5TY8QKaTEtbdbruaW+Eo/u6IhVwyU1Z971e+ubX/f5rX7O8F5bYOn3ef87r7tKxWK/81rZ5zaL72/tYartrF2/QgJB32ioDrsI1vgGXPRGgsJgXx1Z6txMg6eXa7ZrtehNt++VJvfHdslKOoCz1Iu5zHA7gD866CZPW1tGCj4Zc+KAIU+xeUwVFXAobmWzCXubmUmnVSUbnYqc9mklO4aLjMNVCAKio/6sFJXdGTPdVNgXOZZjXWP3dmHYaMNNkwd4Mngpf+1z6//2y55Bn/2TedxyYWZcqu6AqMcqupF9m3RqvdiMdEcmFpjtqTKD90SMJeIbZB7CjTlfp3akk8ksqAqnNAqoFBCmTXP/cuuSNS4d6ntlrWe3buuGOGQ7brNdFWhKmXFrjS0BVQ1bVEXIBPLbZvKPE0Kysh6NoBlpae4cc6269YCVO2qvfPtMj7vXjlvfE/BP71xzhMfPapAs1oXdy2HTQ5w0frYZooYKIVpLuqWXSbL7MswhxRQMCYTx53ptjYAKqnPxbb5vIFVn4NwmfUD8dVFSImjNtvMOGsNvaCvMlKrGIMbO5X+NZoxTvsYbd9Rc1xjjcwzxo6L+tpasVL7GDzzqi/HnWePtdoKTxvwiRsLvuVPlGjo577iKJ9/xbjqU6OF+udV7mHlgG3ERQsslqVBtNFmjk+D+Uit2apUZN07tG/1IWMHfcuzduUhZ4CdUtJo87F32jFPWzDkc9u63gmzJgS8Gs421rYnn/OJjxzxxvcU/NUrZzzxS0bxPM4IeK4KOFNjmjHgO9tA08cSNwB6SBZioSn9PkD1uXrNfyo9bSayiBnhrULkrBVJkfEKl0JgGoiXCu+Yvm0B5tp47cwzYNfRVpSSb/yjW7j+pOTRV475ocfsqHHWHV7kDBrpLhXrtUDUE++UOYhp+xOpTtJ51VLvr0ptUUArDKtzvm+3TF/oriyLMFHXfeuyz3ab9AqHqvinKZpgF0+YUDNP0+YyT7tAgs02u+KdIbD0xUBDhRAyyRO+eMQPP2ufl75hzs17Becdsy4QLddtKuNMEQT1Ac1YykmXWzbU5x0/GET9rlifLQssz2VbKwB1r+4AckSwooVNvHx9fVy/mfTHSZNB1RM37XT39nH1NvZlzbXcsF4w9bl4KybrtJXU7t3Gip61SsNKZduNW1pt5rZmueSX//E0r37fjNucJ3jet51HNrGYrb4hB2N1XDKHRgUjw5J0gEhMJFV5Q+02NjFRUVC7c7c0o0VUt0ATaCaa165cNzfUrlCUaTeuXBF42uaLcaI/RtOWZTSEQ5Xr1oClKZZgx4gNeNrM0wbPif4sxx7WOba2U4DTBkYbQHNPmxNLv+w2gi+4X8Zr317y96+d8+SvGi0MmjEF7VD37CoZZhrALs4shwBlH1Z5LjBQ1wG0duZW6LDNzZ3y9XnnecRJRjAQykV1rV0suluQ1Jk/KggLkdyxjW2sE5j0zKXt/sLTZsekqhQCz75b8z3rZM1x7756zs//3WkA/vjbzuM2F2bNcY18QfP+aVcxMmPtOdW29eE1+nS7ARVoKlVHbUERMFgMtKj5QNRNWwGHtVrvq1ksoe5riK5ct637XZjXrjvYF8cMuWjt30fuaQuIgx73KHVd/y9vqKEoBp6hvE37ORU8u/I0ISzgWVT8k5Kz6RP8dOV2pgqMYsKdmGjI1ydlc/+ryANdB1sbBippX7m1R8TMf0Xmi6vWU0JretYSsoUhUsi2+Eh0C5Ja7NTHNkPs1B7rxlo9TFHaYzLHVewyUNOG1Waz0gYDtZ5jNXVLSVFKnvqHJ5kV8JRHbvPF9x9bcU7RPDuZdYp6W4mImh9P9XFm9rclMVWLxFQft4mDbmkGat2ZhbmV4pILBaJT2WChoEFLs1AcFgqLxUBdAZG97RZOsF23+bhmn4Z5im39nrdELR6ymacRDRnmORZ1vNMwT8M2DQBDLRRKYZ0umI7tC0Aa26H45iMerI79NW8tKPNCpTcNZJs+96yPaabEMpfFMocyzH4pKf72IcyyC8TWHeRWaWsDoNA8h7rm/mDdC2ObpeZuDMvazlLarT+dT5ik2tWzv4iDr8281vMCYqQUIVL0dmz1nptvMpN+8ZEjTmoCofXaJzqqBExun72u4HdeusebPjjn8osynvH1O/WHbcU+m8fafjcSrdKtWJKo/7m5Xiur46Kmsk7jZtLmDi56jhgZ4ZKabwRGppC8924tHhfuKkv7CQ/zrPpcxg3NG403xEM+5ikq8Gu4bV1GOgQ8GzeIt/ow+5NtNqvH3utucMmF8Mlr4QMfk9z9zqqrkYYSAE4wnqSDB87luGqHA+e6geamkMIhWeyC3j332pZXff5vNxZPDe2rVxw1KXWmZ+zUfR2Jm3o5uGF5Zl82M7VZqd1vs1I3vtkQCnWML+HD18756T9XrtvfecpRzj+WqX90Bo17h80ssG4AJRUblaWaU6e7aDCYopmoxTAngkqta1JcDANDr1nIutyCjoeKoj6M1t1aSqr6uMtW3vpctd66tzr2mU1Ela7SSFkxDHSi3lPjziou87TTVAzz9MU7x/QDTgcsvYyz0WexSqFi3w/73IwX/XPJq99WcNe7qw9iEbbpi2kuKgA6TJYZcsGGbIhgaBEQlQnzV2x+l+SSbW0AtOsDNxfSMUFR7IpHnYfbOzBsdTnA2g2qrtvX5/L1M8q6LwioToy0CYxmmxYY2jmmLfFRCBxD7t1qfRU7/q7fP8XpffjaL5jwlZ87pmKutru3FLWrr6Dud3+dGlBaAiN9zIqlmteKNUmdFiMmohYWmcLqelzFQIFsS1Duq9ueVa5cq/hsKWsxUdVmGOmCCtyu0n2mYHyWB2KdW9RgOWm7baui8FppW722gXNEEzhBiX5SgZN2X4xtNmKbFpA+7HMFL/pneM2bS77lSVknaMbUs10sM8Qw+wBk9+uDAcuDBkrVfyBY1ceuAb75IHa0dgDqFkcx5n6J7jgXAN1zkf3HyBvtzYVt9+9Q129qPqrr8h3k7rUXtoFVesa1Dsa6KjEnL9PjrbsrGmNbqS+NfsE/vH7Gy/9zzoXHBM98yhFnPVEDbu1IpZU/6gaxKwZNHRet3MzUqS5GSZzrtQrZFBWZ16bNxEML4xqVMMNbJ9euj2tbH/dtVyUjc1u1UL3bRspKjhZIieo9+QRDbo6nPzUFapdtm0UOYp0djFP11W0yk3zeA1THf767XcBdPS/ONpcNnCku2TMBNJcBmIfJQKWUJ4DnH8S+1gZAgWa500Vt8EWR/wCUN7C9qE+kVArpaWsCqzpG2QGsNF/npl+P98RCfWIkWeXdtcc3CtRbzDIoPnJFRuZDgBrIgP1dyY/84S4AP/3kbW59seWu1eKiZkqMdZI1r81Zbe5xPxiXbikQJgVmRpXq0qijm6vaukyVi5YKYA246vFWYQUQ5GNJWSjmNxoJ5nPILACHdjy0OrwEN69PQNS4abb1yMey6bo11Ya2UC7bEbXbdiJq5rkt6jQV/W+X26IGwwbz1MBZMU7awGlSUMbW9zWyfl8R0OwqeGC7aO9+V0mewwevglv2S7aP6M+b5jO0meZQsBwOnN3schGQHAJ2w8Gz+8Q5TzxHnwviorUCUAgzxdY468vxsdZYf4hBdu0/JFTyaV98+/CJk5bNUL0CI0eI5GWwNkutDrieX83prFyk+p/1D/t86JqSK++Q8e1fMan73A/LnmcLnhqM1Iyz5hX1trRAx7xRqb9I0WCgumpRI73F+uBHwD5VPJRpzUCLsgazRv6nDzwXFBK1qw3Jat3KXJVsxT5Fg3k20lTMH8F8jg0GKj2MNACk2M9NsKxvKdbsj7FNaMY3pZBMtuHud4b3fgDe+0HJ/e8jgkxzmcDZT027WnbZRyi0WF8cNFMB80wyIcTdgPsAV0kp3zJ0nbUBUJfy5yIe0wRLDxL5gm2xpteWyFQXYak13lnzPQw1Fj+102V8IClq/1c13k6PaY2xQU4/t8RHntjotZ8pefqf7QHwK9+xzXiH2jVbNtdrFV9oFWNw2Kj7+VpnzSrdxY2LGhDNFfOUWEzUVDQyNXO3qOZlE4EsVJlAIyiqUlc0RrjpLCng6eZyugIiU/fWFg6ZtBWxpdmnnbKi2WbjziomvmkXSHCFQiMsRqm/H8NEbWZpGGnjvpz1c8UsG0xUA6Pl/fAXcjfb6tlW0H7WlQpA3/FeuPd94q5ZHwj2BcxFwDKFcfZxwR40s0wByT6M0j2fH4YJIR4PfBvws1LKN1rtPwn8DPokIYT4cynlk4fsY20A1LUUQVGXaChlnSHgmgX2HRIqRRdrDWvOd12/vUVJPkGSC5ZmRzSVki13sAWSMTD92efvc+IUfNmDRzzmISOoSgFSq2rBD6Z2FaPGa8NQzfuxGOtYrzm2lLqmDOBE1C5dU7kI4+bV6xl3rmakAvs4VZWilqDIKe/nbvtex6x1f0/rtV1xyABoW3ErmoKhbdFU2o6xbqpNDZA2cEJTMGS7a0PAabPNkXqzLtt0maYNmiExUAnc654C/l7yrvdJplY7pAPmcBetCPZ1zYXFGeUwAF09SCaDojx8AAWeDDwMeKdpEEJ8NvBzqIDNG4DPAp4khPgbKeXf9N3BWgFol1Coz7hYmkvqOiE3cEiwFMtV9bl/vW5eX5slTmphmoy7fBv/KQtMW+5e25WrrXbb+qzpyjUrf+wayR//44wsg1/67olFvWVrTqWWbWzbe3PmZNZ+K5BF/RUy6nKA5n3kwEyt0YiLmjimEeRA7c4t1FWVMP0otmrSWwodJ80EVWEF6AeWXeYrnGDXum0AoXbbViX6MtEokFApbUe0452N9BTzjAbRAOscWSyyMdevqC0NqHawTZ979k53Un1XfbwNnD7XbF+W2aWU7ePahcVAcxXMsgswUwBuKAiuAwMF7g+8Q0p52mp7Murwvk1K+SdCiDsD7wGeApy5AGpKPw2xmHq3YR1jbKGmrw/iYB2KtbbjrGqxJsDqNSKx1UYMtWqzGGojxhoXJdmCpKi715qn/JpOf2kBGvBLf7rPbA5PesyIe941s4RDegGTomLeRH3G1OOsMTodpmKqLZexnmfYqWkrdVy0tGK2GbpQvf4ZGCaaG8C0mKh294q5Wj/T4F5MIR9JslLlhpr9DAVP47512WaWwWjkCIdMvucWSnFrmOdEIHdELRgaC+W+NZWFtqgB1AVO111rnmOuWh9oetimG9MEGmwzFs80bRfdRj1f8ymYllT9EGCgyWwzzC67Xq8CJMPtw8BxWcDY53y8BmDps1sBb3baHg6cBF4AIKX8sBDi34Erh+xgbQDUZ6mMNHVsX+bqA9MokAb6wkDa3ldfpqo8nTZw6jkGNxIZqguk3hQYC0irgg+VG1dy1SdLnvcPc7IMfvxbx+qEqqcIJ8WlWsjeLqyDbrFTz3jvdvODagiMDMtsn72bKS65VGktI+sIcuXKLTTLNaDpFjuABQVEAloiolH9qIvEY6WrqIl2daGqspBXKORhnVX/APB0REF92GZICFRIuK0G0E99ejksMxU4Vw2aq2CUy3K9LmucYqAprGaltoV1YhBCTID7Aa+WUtqa+08BDx2yg7UB0C7K3xmvHDg2agmAHQLZPkwV/EKjAulRArdZalOMpA7MZqiggbVyBas2P5BG2Kn1rOaDveAvP2+m2OeX59zzrk2wkoZZQp2/6cZARzZDlao6kT3OTneZW+ub7Rn1fMNG9bPMdbpLYbHOHNA1cxtMFKH/GeoeolW8E0FeSGQpKUvBaIRKbXFjnz1VuC4LzTLFdBvCIcM+j2gA3dG3JZtQp6psi1osZFy2Jt45lk2WaZ5dgZDlvu0CTTcFJRTbtL/mGGA2noHzL1afxWc+A6f2JeOxaIzxzVPbw4ASmmC5CpAMgcqqwfGgAbTPWiu0a4B7Wa8fhvoX/Ycz7hhwYsgO1gZAIRxzdPt8Zo9PHbsIYHcKmXr+eHLLs9llLrCG1L8Nc2qFhtS+tijJFiQZha/LTA2gXv0pyfNeXJBl8GPfniNHpcNQaYKpPpAmmFou2lZ1IpqAizWvfiNUil3bVaxdvRKoBEaZgUrNfAsNnBOo2LB24Qrr7JblGpc1aLrCn9SauG71Idt9a5S3drm+Kt+zketJXWFoLJBGWGTuB5oBWx6wtIVCY6sN9ZwCnD43bchFGwNNVwBk/+fKTHCriyXXXQufvhYuvWy5gLlKsBzCJBcFysMA0jW3VwNPFkL8CPAy4OdRp4GXOeM+G7h6yA7WCkBtSwGvlPGpY1MBOwa+DRD3zQ2sHQJrH6j6BEt+9W86oLrjwzV9rTUdde/v/9Wc2Ry+5jEZ97yzOsqwCKl2vcqqxQJPHCDVZflqIBU1W4V6e6TnZEKJh4zoyPGB23d3kbpNFKiCCyZqOpXNPEtz/9BcLSsypcg1blzzvfRV3ppnO3XFlOwTtljIxD194LmlXbdGJGRq4xolbQWgTlvu9ANyVHYCJ0BZqWrjbDMGmmpM3e57Pu88uO5aOHEL3Mr6XEOgGQNQ1xXbN/4ZblsuWK4zUKaOlwPWXoE9HXgs8Az9EMDLpZRVXFQIcXfgzsDvDdnB2gCo+sBTfebp30yqwCgW20xdL8agIezCbczrWK8BnJaH01gNsPVkO3NEvRatObbrtwzgZCbrF1WqTCbZ24U//Eu14nd+o6CcFA2Xr8w1wFl5p62c1AZjFKrfFR6NZO2uLYQjOHIe5oMwb36kGaXuq9JdjIsXqru9mLiioP7gRK7duQjkPuSFxMReyxJKl4kmsE8z1i7bZ1y3ox2BOKJB9IhQjwnIY5kC0SNZVV1Ibosm6xzJmnlObNapt7f0Bz2SyEauZxM0pZWWYly0xk07N0BKOmB2gaWPXY51Xu7JXcG07AbNGEimAGIfgOwLjgfBMFcxbtB42X/9ZZuU8v1CiIcCPwDcGngT8CvOsEcB7wD+ccg+1gZAoQ/YNQflwTum1Os2x6eNXSiNJrJOtM9e1zMn5KqOg2lzvVoFLBpzbFFs9dqTQuMKk/7qJSWfuQnu/9mCB+saptJhqAJqIZL0i5AqtqjFR82qR2bnOG3us+4biSaQardt44PIaTBciVBFF0pqMRGof0nl5lWgZioUyQjbzPI4G/Xd/7Oqd1uJhmikq1TF4LU4SI5F3W+A0ndHFdtd6xEJNcBTv283d9OwzZiL1hfTTAXOZpv6rra2VMPpvfAciLtjl8ksfaA5lE0eJNPsO3bI+HU0KeW7gG+J9P8u8LtD118rAIWhX1oqc6330QW69rGksNLYuFh/CpjG4rs+t3CIrbrn8l4s1Vb6WscjSsnv/j818mnfqGKlBXUcVeixwgLUBvuMMFNpp8gYRpvZc2X9DEp05DJSA1JzFLCUZpxqkyO1ltB+dLmvc0PHIPMMplZhhRyyuUTOITNMGMlorlhoYStyE2Ogo1ENnip1BfIjin1yVChWeUwgdzLFQDXzlDvaZTtGuXMzYKesQdRmnsZVq921tpvWsExy2VLRxgDTZpotQPS1BZ9F47W7bRjoqV3YK/xjhr1OA0ff3FBbSt8y+lPHLDa+3znVNTlgn2eidQKoEMJ3GpBSyqWCb2oeaJ/4Z2xe1w/EBtiu9ZclSur7gwuWO0xdx/oIXDVvTKhkj33j2yX/9R645FbwP77SUv2aAgtalNSokGSpN111rzS4ZPXZoGh+dcJ12dpvfiaaAGriqnYB+8L6AAyTzIQuoCAUcJr0luouBwK2lCtX7EOGoCxkqxB8zFzWCSr+ORrpuOrErjaEAktLbYspBG+DZyUUogZKE9vcqkG1Egdpd63Ma9YZA04fy+ximCns0t9Xt5USJgZAT4dBti9YLsv1ui7s8iDB8QyLga7cUkDw4/TWlPY3+wPvk+/ps2WA7LIAdhng2tsC7z9WnB80SCaCqgHUF7xIHfjXPQHGW4I5shFHNekzvnxUkzJj1L2usteAqVALNZS1Ji1GtABUH7SpSmTFPdW2XtT88jPRANXqdmhVDV6B3EHHRKUS7BQgtGsxLyCfSZiLSkzkgqSv2LydsjLKFXjmYytl5aiAHaHinDsKOOV2ppS2Y2qh0JbFNicWeI41WE7SgLPUt5mZZzXbnAVcsy5o9mWZKfFL024+O5E39+Wbb+/LWKrLdQgYrltMsx7fHyAXPf/0/UzPFusEUCnlnQ7gOAD1B8qWACapsdRF5tk/0vSYqv+NdcVdQ/2hWGyw3VnXB6h5YK4xW2B0cq/k716ith/3+PqEq9Y2vltZiWFrXJE6jaZOnxFSg6dULl3zUQnj5jU7d9qlaS+BkREfyToGOtbPhVACpFLWt0cboc6wpaiBdAxyJnR5wEwVVMhLpXjNpXJs69QWIyrKp5Isl8znopqWUlQhyyDPFfscb0M2EWRHgfMEHBFKMDQBeTyDLV3fdocmcNru2q2yAlBpREEWaBp3bZnLFtM0WeXGPetjmSGw7MMsQ7HK0PaeLoIrRqoaURdA9jmRH7RrNnVMPbZ/aGqInQtAtypbuxho6I4F0Iy9dZnvR9FHjdtnbuq+fH8IF1S71gqBo9vXF2i9cVPPGNtL8C+vUOkF97033P1uoiFWsoVKPoJYV08Sus1947W717DT6i2ZSkm2m1cLiUyBe2Hq487rPjW3XkMJZ3SfKUhvaugaIRESmWlxkS6dx9QwUVkJikxuaFZ2u3J9hRNEbrltqzJ91GX5jFjIdtPabttGfic1cI7KSlEbYpt2XDMEnNVrL4B2M0wfcKYA6HRff2ZjQSHFQoxymS7alP7UMWpc+sntMIEy9dZmckn7W3dbnxgoq//Aq3s2D2Sn0Ieh1ttx8G12ppUglME+s0YMiH2AmnIR0GCsEv7iRWrzsY+DvbIeb7ynuahZqY0ptQhW1NWRDF6a8fYdaGQtHqrdv352WjHTkW7XbFPMRc1UDQOdGVYqaiY6pqpoJMco5joWsC91bql6FpSwJRB5ST4XZPsw1oXrSxkH0araUA6TCYy2JPmFQt2i7MIMeUy5beUFuUpTOSZ0PFTCjgbPbVm7aicqziknZQ2aWhRks80YYHaBpc0yQ67a0nntG9PeDjPKQsK+uQ3LCPbLdQfLtJPDkPPcIufGZd7PM/k4ZPrnsWwTQuwAny+lfOWq97U2MdAU6/MjioFWjOXa5gPa1GPoUxnJHt81VoFd+M3lQg6ImaSzczPuxhsk//5a5X78sq+oT75u6o3NbO1UmwybpVLFVCvdj3W/VPtmMZm0REmiVvcKnTsqBcoFXNXVFRVjFXOj9sHJ3ZFqo7rCoo6XGvGSSaqZqDclp6KKiZp4aKbdsaa8n8/sCkSmaEI+QYHnlgJOE/NkS4P4Dspla4Azk013bQWgRcU2DXAWmazEQOZixlzgTEtasUw/y4yD5lDAdMHStULCzDDQSV1Q3h2T0rZon+pfDUAOAcdlgeJZyhLvAPwr3bKPhW2tYqBDv8yhoqGu9VKB1rVlxHGHWiFFQjpN++B8DDvW9sp/g6KAh3wBHL9QMC3bqmCX2drx1YZYqWKuNWg2WCp1Go26qGnGUO34acVM7XQX3SZNxSLDZucWA83Kmp2aWGmWUVU2muucSxMXLahioqIAsS8ZnVbHNppbdXI9uaAmdWUygclRyM8TKu65I5DnZcijAo5kyPNQ/9CjpQLuiaxTVbZLxTRHEjlWzLMclZWL1rBNGzRdpuljmbY7ti9YDgHKrtcnblLPW8fDoBxrS+vrBsY+/+eDBsRln2uWsZ5c0jrrbmsTAx16O7OlK1jp764Nze+zhg+sUxlw/zKEvlhsbP1248tfrp4f/sgmM2i5fT3vwdwUpbXtnSer7Qa4CqldwJbbF+X6rUAVGqBaxUsLzVZLUbt4p3r1aVbnio5Q2xM9bqJjkTMUAu5JmKB481SQnyoROZSFZKoL4Wc5ZNZVhVHgjsfadXueQFwkkBdl2m1rXLjA8VIdw5FSMc6JRG4XNdvMFWgWeam80JppTpGVa3aqP9up5f6sbg3mMMtCtt2w4ec2QMbAsC9wAswKyYkb1fb2+fZxt8e6x+Tvj3b3HgfDgG9Z56tVAtSia28A9AyxIS7VZa29iCgpZY0QA3aBNbaPLldySm1f98S0vy95vb6fwUMf0bzgSHNBBzrt3fjGeFzAuTOxFFKVxdPzjcvXuHuNGEkKFGs1Ll5KJT6iVGCZ6T3ZJQbVDhSAzURVXUnuKHeuOApiroohZILqVmqtz0Az0HwC4igqvnk0Q24L5BENnoZxjqjBc1LCRIuBxspN67LNAhWqNUzTgI4NoAY4bZZpA+dQ0OwDmCljTp9QKuYjx42IyB67OFimnjsOAyRXBT7nAqgdpPUGUCHEg1F3+r4COK6bbwE+CrxdSvn6oQdzkFdUQ9llbM0h6w8B2D4x1S43dJFwnO4xvP51sLcLd7sSLrpN5o1N+Zln+2BijDVp21q3wVSF1H3a1UvNYEemeIMUFUPN5pkCx0K7dEuhWGkJ7GS14Ghb92+rOKjczRHbGewp9pmdJ5mMYHsfplPlrrVTWUYj2N6C8ZZkdDsBl+XI8zLKy3IFpOdLOKaAkuOFcjtvFwowLbY5FbJimiaWaUCykFR1Y23WZlywPoCMgeMQkEx1sYaAsJBw7XVq+9hFBOvg+qwP4A095yzjXLVqMFumeGiInQtgnQSgQggBfDfwY8Bt7S79LK2x1wC/CDxLSpn8ESrKn45qKaX4YraMGOmy1180lttXuDTUXv8atfhDHk4V+3TNHz8VnjYzTrbmJW1jxUut95xrT2sumnHVHFHdSURleqhtc7tUUQolNpJUxRtEhi5GL6jERmVmfMkqbzTLYEciihKxJcnHsgJq20zB+NE2cFQgjwkV8zyKYpxHSjhaaHdtCaOScqugGJUUmWQqVKnEPQOU0mWZTXZpg6aPUcaYZApwpjHNMEjG2m+8Xm0cv6hmn6mg0Pf3v46M8fABcDjLkBz+8R+EpaSxCOCvgcehAPMTwJuBjwEn9bBjwO2BBwG3A34TeATwhNQDMR/4KPE7OyyJ9BCVa6otypJT4qMpc9x57pj/fIt6vt/nqZSNGMuNMdzmsbXB1f9aevt8261nwMRUc6GESaZvXIGqIBsXCCnIdNxUbGVK1TvPFNssgUmuAHVPwCRDzgVkOfJ0RpbP2ZqXjE/AqVNNEdHWNuxcKhCXCOSdRpSX5go8LylgW7POI3PkuGS2NacUsCtKZiiA3NVsdreowdIA6Mxim/VDvcF51DVbH186UArnNV4LtXedXAsJ13xMbV94mUph6bN+19qL2kGBw2Gd51It9FkO1bScaZbCQJ8GPB54L/A0KeVrYoOFEA8Hng08TgjxHVLKXvdZW/erlrnnB50K+n0tzVUbH9T3R9yVTnPiJslHPwTjCVxxL3UiTwV6d9zM0zejbZkDtN0ga2833bu+51xAblJqhCTXJfkmetBoS7l9hRTk80yB6hEFoGIvhyMZzAVylMNeRjkZkxUz8utLtq5Valxj21sg7pghL8ko75DDpQUcKZGXTJHjkvn2nN28ZIrkVAmFBs1pqZTOMyemaUDSBcgusAzFE1Ncr6u4x6Vv3KevUi8uur3whgm6jmeoHRZonQuAc7ZZCoB+M3ACeISU8rquwVLKVwshvgh4P/Ct9LhR6bJ+QMuIb/axZf+B+wDyIn/2WDpLyN75dvV8j3srYUfKnBTzuXxDfTbjdVOGWqkzos1sbVANAyrMNEPNgEmm1L6jTKXOjEwVpJFEjPI6HWZPIMsMuZfDjuDIh+eUpajyPo9cBOUdR0p1e0kJt5ojtwvmx2bM85KTouRUWbPNQgp2C/Wep2XNNvfL+rMPu2jd5zBQpoBkX5bZd4y77+sMA71d37jmwZwAzlTAOzj2fDD7CdiB/AhSAPSewL+kgKcxKeW1QohXAF+SPmd5H/iy4o+HZQf3wwvnjIbsv96qDu4e9xPVSTzFFmHpKfHu0Pvwi5mEtz/zgKl5zoWsngEmo5JcwGQbti+AMYLt2+ZkhSC7ZUx5lzHckHNyr+Sia0vEdobcgc/cJufCR80oL5py6tiUawvJbgE37wtmJewW6nM1rlkXIENl80K5lqliHneNkA0FpyG/6es/riadd7usISIK2bp7r5Zp6w7ekkM9xmtQxG/llgKgBarAWV8z1UXPCFv3H2RfW5YK2LX3/ZeacPf7iV5zh8Rnjfnc5sYMMHcdS4oC2G1rAqkgsxjrJDPPkkmm1j82mpON4PxRyXhScuP+iM9/8Sm+6g5jfu3RR/iB1+7yjy+d8tonZshjBZ/ah+v3lXvylnkbNKcWy0xVxhrzM8i0D3wdYoT7pyS3XKdSgo7eZlN5Z2PpJqU8ATz/IPaVAqDvBB4lhLizlPLDKYsKIe4CPBp4a+qBHPIVy1lnq/gsy0LysQ+q7dvdw19abX1tVS4Gn1tUUsgp81vtc/tHSX7zr/f5zf9UNeke9PiMX7oRxE2jc4ox9bWP/7f6cG51Z8FMiPYt6za21rZu53MhxPkokeslwFVSytctY90UAP1d4E+B1wghfhR4oZRyP3CQW8ATgV9CZbU9K7awEOKpwFMBbnXb9frAzxZb5mf6qY/D/i5ceAlsHY8LO1JsmbHT+Jj0NAq7zcf6zLZxs85lXeT8M7OM/SLjuv2LOX3ys7nhhi/g5CeeivrPKnv/hz7Ex17ySW661fu5/Xnv5+iRD8LoJNnk04hsyig/zTg/DcBWpv5mI1Ew0vd0GAn1oedZfaAjD7v2tal2b3PvMSm2SKrZJzWAXnx3EVTgLsNWJQDcmFhmLPpiIcRbrNfPkVI+J+koFHD+OvD11Hj3fOB1uv87gZ8EHi+lfEPfA0uphfsCIcRDUWrcPwH+QAjxbuAq4BTqYuMYcEfgs1A3YRLAs6WUf9Gx9nOA5wBcceWCiZ1LtHMJyPu81499QD1ffteDy7NbtE5plzgm5hI1Y40r1YAlGNAUnCwEp+Yj5jLnhr1LKYqjTG/+XD560+dw/JP34dR//2Bjf6c/8uMcuexZ3ObkhXzs0vO51XkXsjU6xfGdj5Plt1CMTjLNTyKyKbv5KTIxI8tm5Pp5JJSkN68AtfmstkvMFa4NtHV/+AMbCdnJjFNBx3W99wGra9+vGejdh52IU8H7bPQCnIUXBddLKR/Yd5IQ4ijwKuC+wLXAW4Avd4a9DPgd4LHA8gEUQEr5XUKIVwI/DnyO9fDZ24BnSClf1OdAlk35z2QQPKhj73tiuur9Cj0uvatoxOfS99c9pk+KRExJ2gbK5vG67NKkgcxlnRaiHoL9ImMuM+Yy51RxhLIcsze9BFkcRc4uYrp7R3ZnF/LJG+7LeacvYucj92LyyRmnbr6K6Q3/jODhZDyWkr9lduKV3PKut5F/9HKOXfCFZLd6GPLYKa695GpOb59gb+czHN26mZ38FOdtf5pMzBiNFKAKsQ96GzHVzzP1DGRCJQEZwDXbxgz4Qg3AdV/8tWrzU0EfSLfnpv9QRkJy3fu0gOiuGXsDGOhIHByKrBtg9U9dW/4JR8q1uDj5IRR4/inwHVLK00I0f8RSyg8LId4PPHLIDpJL+WlAfJEQ4nLqUn7HUGzTLuV39ZADWTefeR87zONepmS/63188iPq+bZ3duuSdq+dkjg/tK2pQG3HJH1gaV7X203QVMCpSi+cKnaYyxGz4giz2QUgx5T7t0UWxzm9e3uu370dp3Yv5rbX3hVx8604ea2guOk6ypMFOd8PnEJwIxkPBx5DcUsJ5Q2I0YTd7AJGp89nJy/YmlzI6fN3OHHkCKdGp5nJCWMx5ejkRvJsyig/RS63kIDIb0FmCkSlUAAqNaCWcsocDahFDaKlBapzfTtfA6qFVO/VAOtcv7aB1NcGMNcvQwCrdhrusm0kJDdfA7s3wPioKjoRE5HZ8xrHtOB/sg8oLhMoDgOMV5H2sybn8ycCnwSeEgo7avsYynva23rXwpVSfgJVjWgltgYfetTOtByzIeuETgifuUZ1nH+pCN7cOGXfQ1WjIYYZS+VwAdK0GZAsNJPeK8fMZU4h8wos58URZDlRTLM4BvNjTPcvZVYc5frd27E7O8Lk1G258Po7cv7uUU598jjF3j7FTdcw+8x1lLun1T1DdXkItactipM3U86mkGXk5ZxyvE0xPZ98chFHLriIo8dOUE72uOW8a9nPZ1y/dYJsdJqd8Wl28lOMshlbo5Pk2bRiqABZfot6g9kUsikFVGwVsw2ggVTo+cZstpoH2qHJZNVYv9i+AbRloN2xfeBjb1X7u/jeGVOZR7X8hv2mgGy9/+4/RQoo9mHVqebb77ox3DPI7gz8cwd4AlwP3GrIDtbnbiyy38n+MEtcrQrkF12375Vw3+owN35aPR+9pPvWUmFXbPt7i8Up+4FmHauswVJUz0UpKlesDZZlOWZWHFFrFEeRxVGQE+T0IqTcYja9iFlxlFPTC7lh7xLK+RHOP3kbbn3yIsTNt2LvM0cppgXzm65H7p9mfvONzG++HopTwC6SaXWMgl3K+fWIYod5lkFZIra2QZaUozHF9AijWy5htFVw/u4xyOdMj93IbLLL/niX67dOQDZjMj7NOJtVgJpnU7YMkFqgWrl+0QxVs1YAKaYVrgkNuAZc51l9zC7Imlc2yJo+2/Zpgy3APAKgI1FwrVYsX3jfCXvluNXfWCuwVIwNFx5Fdoob2jUbtFcBpmbdw3SFLgLea0CGZsB2wrjbUZel7WVrA6CK8p9Z7G7V6w/94wwpm9Y1Zu+UZPcWGE1U4QDb/dme0w2SEL/RcheI2mDZfG4DpnrdBE2AmY5nlnKsWGY5UUyznCCL48ymF1HKMaenF3HL7IKKcW7Ndjhy863h5PnMThxhvjtDzqfI6R7lvnpQ7mng9J3hp0iZI+dzytmMDJBbe8hiDlnGnG1kMQLOI5/MmQCjyQ7jyS55MabIZ+yVY6bZjN3sCDvj04yyGUU5AWBrdJJSKuAZ5aeAY2TZFCGn6nDEvmKpUD9Lw07Naw1cYkaBWldkU8pCtWdiRqnTww1wFrrPBtapM0Z9F033sW3zecZn3qnaz7/vpHIb97GRKKrvvXusAtqiR1EQaANuHwZc7zuFCS92TlwU2Ieeg9bEhfs+4P5CiG0p5Z5vgBDiQlSc9G1DdrASABVCPB24FJBSym9NnbeuzM5ny7gqHHJcywTH2HtwQfC6a9TzebeB3bJ9cgqpW1PHuMBot80b40Tj2QVJ82yzS9BgqUHBgCVygpwrwCyL45TlhHlxlP35MfbnRzkxu4Dp7Aij/fM5un+ci3ePM7r5YuR0i72btimmBeXuScrTtyDnU+Y330i5v0dx8iakvBmY6ocNolNgFygo925GlgXZ9g4AYjyBYo6c7lOOxsz3dxBizOTUJWTjgvFkzuTYCWQ+p5jsMp/ssT9WzHQfuHnrZoCKnY6yGWMxrRjqSIPlOD8FQJZNybKme9dlq8ZENlXVgjXAltYcm7lCk71CHYutXmswbdZCVq9OvG+f4jRsXzoiu/hIK4XF+OJ84FvtP8Jw1dx2XDdlbGMfkV1EY8GW+ZiwsSGM2GdtJfTBoJpkLUREL0TdGewXge8LjPkFlJbnr4bsYFUM9PHAPVCfYzKA9rVVXuEcZuWTZStboR9Y+tY+YW4tdXGT+cWOJQUw3f3PPWN8oKlet9mlet0ETqBimQCyOKYAdH4MKbeQ5YTp7EIATk8vYrc4yu78CNP98xHlmKP7x9naPc5o9zjl7g7FbKTAczpFzjX7nE2RU/WgnKEQowkk1jtWDzlVgDmfIws1Xo5VbFQd/AjyEfP9jJG+l0y+exSRz6tbuGVF8y9c5DOmwDybMcpnzLMxIzljXI4psgm5BW65HJOVEwWi5lnvWpSAZrQY8AR1azdt0sKJUDuoO781G5ovs2xGoS9ubnjLCQAuuO929R26Y6Fmsba5gijb8kTQbLmIe4yt58TZbwrAdjHioQA7RJB1BtvvAN8I/G8hxAOBv9HtdxJCPA0lMno4qljQHw7ZwaoA9G9RDDTZhlD+5d+F4eDn95nTrWSN/zli++oCxJNanzI6CqeK8Dh3LfeYfACptrtB0n62XbFlOaaQ4+qEW8qxZpjjmmk6gGmzzaKccMvsAmbluGKco3LExacuIitGFeuc7U2YnoSyKCl3TyOne8j905SnT1LOZhS7p5DzfaQ8iWGZ0oClNkmB0MAq2YUiR+4VFKMRIlfvRxRzxGhCVpbIfIQstij2R2TjnHz/CFkGo90d8smM0WSf8e5xZD5nZ7JLmc8rVloCp8anIdM5pPmsYqaAl53mlrDIsFObpUpqlmq7gaX1mxA2AxXT6sIlxFiLQq8tJZ95gyoicfwBlzArJriWyfb9egx7nXoqjsYAF9pMtgt8bXPBNSaOWsa8xhr2TdoTGW+yJSqmo9ZT07IK02krX4K6HedDgM/XXQ/XD4GqlvdYKWXoajdqKwFQKeVP9J7DetW7HJ743298+g2ClwuOsXm+8adOqsbx0XD8s4tJqm3R2ravto3IR23XYKle18zSMJYqhqkBE6hjmQBz9WxctGU5YVYcZV5O2J8fZbc4qoDTsM2989ia7TCabjM6eSEUObMTxylmgvluSbm/hywK5O5J5HxKuXeaYncXWcyR830tHDJu2xgDVe5dKaeIEsq9XcRojMgydf4qS8osUzf3BsjnFMUIWU4QmaAsx+SzEfl0jJhskeVzxjsjZD5nNN1ma7JDkc/YL9VffH+8yzSbMdVgCrAzPg0FDVcvUANqcVQBqmaiWQWMKqaKBj6KJqhKi7lixU+lAURRt9d9Y05/5BTT62aMzh9x9G4XUOibydqAbMdgqzZPnLX6pD1xWdumjL3zDsJGTsrQkLlq/jDECwFv33iwz9bEhWuyRh4ihPhSVBGFO6NutvRx4KXAi6WUg490bUREMTvMlI5F5i/7Fkxd++97n8bUW1bNJexqjdroSPsuLCGwVK+bzBLa7FJtxxmmavOwTGgzTf1w2WZRTirgnMmJctPOjkA5Znv/PPJizM7ecca7xxHTbeTuEYrpiPleRjEtlKt1NtNuV+22nRcKPLXrtmac5gTnsgu3bwoyV2uC2sdopNpz5cJlPgU5QgByniFFBuTIIkMWY/UnznMEIPICMVF6iRHblegoL8bsj3fVZzxWLO9UOa6Y6Twb12BquXvn5aRmp9ISEDmuX8lEg+kWoAG1nFQsVVrbNqgCCljFlBvfpLLjLnjAJQgxwfiNZTFuMFbwuIVR4JoFgDLKqjoI3LwDn2KuY9dSXcnN9dsMdZG59Rr9gHfpTPcATUr5MlTVoaVabwAVQjyYupDCcd1sF1J4/aAjiVD+w2KU/dNClne3iyGFB2LzhuZemjG7SneCOCIalWF8jBLSQFLtr2aXULtjzTZ0gCVULNMFTKBy0e4WR5mX48pNa0Dz/NkOeTFmsnscUYwQu0cpd3eYz0bMTgtkKSmn+xosZ5T7p6GYU+6dRs5mlHt7lKdPIcsZUu6iXLeGgYZOXqZ9SnUr72ICZUaZ5UhZko0nSp2bj8ikcuWK+QhRFJAp4CzzEcU0o5hNELkkH08QWUk+OcJosg95QT7ZQ+ZzynzGTn5cu3iVaKnIZ8yzObNcMVPb1Qt43b1AFUe13b6A4/o9Zm3XTBUsoRLUACslN71ZlTs9/wG3p5xd1HIF2yaLo81+aCiGqyY9xjBX28zxlo7r12WkhTPXZbMx17Frris5Joaq9m/9X0Lu5JCFil+s2iTLYbLrbkkAKoQQwHcDPwbc1u7Sz9Iaew1K9fSsPtR4WbLnoWusCizV2MX2P8Q92491hhmleT3TIvB8qxs0VXszdmlvF422OMsEWvHMqs1imgDF/Jhy08pxi23OyzG7M5W2IuZHyItx9RhNt8mm21CMkNMtJRKaCcp5iZRSMcxCMU2KuXbXakZazJVqRtrM02WhIXPGSpBlgShLtfZ4gkDtQ4hMKXuKOTACWap9M6KcC0QpyDIBZMgig+kW5IVmpXPbY8oWyr3rHolEkbFpWbs1Z+WYcTaDDGaFqowUNHOtpC+wsmxKady/nnEVSwVOfegaptftMjp/i6N3uS0wqy6QRDatvvfKhOUqrsZYQKZBzh5TjTOHaY1vuITLDkCVcUBNWcNYX0DtE6Nt7qc9ry+ohlhvWEzVa/kz0joBVIPnXwOPQwHmJ4A3o8ofmeTTY8DtUbeLuR3wm8AjgCekHsgyAHTIF9Y393QZqteudZYJpr735wPI5msXUOtyatNS1YZV7W126W77GKZqb7NMoBXLbDBNj2sWaLHNeTkOguakHHFk7zwlDpruKOCcblHu7lAWGfP9nGJfUhYFcroPZYmc7iuX7XyqcjyLuYqFzqaKnRZ7Oo/Sl7bSNlklMNRxUil3EUyQ832VIjIqIcuqmKiczxHjCUKWKi4qt5X0NZ9TygmIjHKekY0y5tmEfCwVK52OEXlJNtkiyws1Xrt451p0BFTuXcNKC8NKoRE3bQiRiqOMxZR9jvrZqY6hqoWPtsRJVSwV+MyrVBreRZ9/N5DnwbwuHiNdpmnFVsGJr1aNbaA3sdZmo85hDTBXaLNX103cxWChyWJD8VhostnU2GwsrzZmhcx7M1rXVM5t/xju2WIpDPRpqLSU9wJPk1K+JjZYCPFw4NnA44QQ3yGl/L1FD3KRK5nDAsiUtYYAZZ/iBb6xKWBZrWkxSjOtLOvC6vWcNGZJtYbfNQsEWSY0XbQu04wB56gYMypHbLnu2uk2crqFnI6Z740pSxR4znRcczZTTE+Dp5xNkbOZ7psi54qRIqc69mm7bo0CN2Z2LLRAMkWUE6XMBRULLTPkSMc/AZHpGOh8ishG+nsxqS8TCinJ8gzIVCoKI0RRkhUZYjJD5LlKfcnnjIsRxWS3eUTliDybU5QjFRdFgWqpXbxzYF6MKzfvPBszymYVO52X40ZRBxtQC1RctVGMoZxQ7p7g5rd/FARc+JArlQjMxFQBiq1apASN2Gr1O3FAVnjCe256TWhcaKwaP20wV9sql7An/QasghOB+dAE19A67nrGQkpjYz6A7Ru3dS0EnnINVLgHYSkA+s3ACeARUsrrugZLKV8thPgi4P2oHNBkAF226KY9J31sujp2sXUOCihVWxgsoR2zsBlmQQ4UzGTOnuUWcxkmJLJMqN2y0AZNiLJNH3Duzo8wL8YVcAqoQNMoa7NiTLZ7TIHUdItiOqKc5cz3UfHOWaHAsiiUu7bUgiHjujV5m/O5ygEtXfDEena3zevc018/y3KqBUOqMpGcqxOfAORMi4t0GUB1pp+oM5aYI2RWa2LmalaW5cgyIwck4wpIRT5iVCjlrrEsH5Hn8wpI1WetwLQCUmBaGgCdNcAUUHmnDgMsyrYoyQDqDW/4KHJecPTKO5KdfyllOa2+f8NQG4AKKwXV0NjYePALm4ypi4UwIKaAK6wWYGE4yLq2LircVVsKgN4T+JcU8DQmpbxWCPEK4EuS5/S8Aevq0kWWs95wF+3yANLXFgNJ92rSZpaFPi3P5Yj9UsUcu9gl0M0wwcsy1Vp+pgk0REEGNCnHiHLMtgbNUTliPN0hK0bk0x3EdBuKvHLXlrO8inWWs0KxTS0WUsraPVWj1rhtZzNdpq9EzvaR5RTKPZrMU213sU/lxrXjpFpQJDV4lsA0Q2aZcuWWJWI0UuFDE3fNRzr+WqozflkiswyR55T5CESGLDNEJshGGcVsTJZBVmRkuXLtkhcInfpCPkfqR5nPGGtgnU122YLKtYu1LaESIE2h4eoFJUSCWt0LUGT1BVgm9rnpde8C4PjnPYBZcbRS+wJVCg3Yrl8q5a8xWwEMzfiqmtCMmbqK4GoN8/3YLuHGxcCkNbaeU5c/dK2IzAN/eo53XCRlp7XPYhx1F/usS3HsMx/obgC0tgI8MrNuG9Otoki2MxkwY/NDFw2h8ctmlup1PH4JwEjNKadyOHBCO6apn40QKIVtAl7wHM2OMCpHFeMEGE13lLu2GFWssywUsFRCoVJWYiBZFDWzkyWyNM9StZe6TR2s+aTo91N3WajTJ3W/LAHNNIXZt0Sgt0WJELov08dTAkKovgykFFAqdg2CEokoM4oyI2deu4b13s2z/QvJPQrW6mjzGaIca0WtYllZNqvcvEaENC/HLZHRKJtx6j0fZXbt9eTnHWfrynsBRcP9WzqpMz7LLHCsUmOklU4DLTBtvaYpOGoAnWyDaXAseMVMVVdE1AS03MMhQLXZZwxMUwRPoXVT1oc0Znu2Wso7fyfwKCHEnaWUH05ZVAhxF+DRqCoPSRbzma/qLiOLgmLXGssAR9W+GLNUr/0gqY6zHbuE5p9JHCmBU+yfGDfK40EcLBuvI4BpTo6GbYISBQGN2GaIcULtrjWuWhPntN21ssyY72XIUlLM5lAUyLJEzq38TqO2nU2rWGg5VdulERZp4ZB04p5x961rvnxRXe1HgiwzkEUlKhKyVDhpFVtoMFBQz3KkXboCSuXuLYoMkSs2KrUITBZjRC4RWdlipCIvyDQbzTSAGlZaahdvk5XuMDcu33yGzGZM53iZ6S5HFDMt4OSr/gOAI1/wMKbyPKZTWoIkqFNmTLsbRwWqvFRjXpYKNHJVoRNMm67gNpMMs1X/eNtirBW6mSuks1dQDLZ34YiB6Z+Hecesg7IUAP1d1B29XyOE+FHghaH7qwkhtlD1BX8J2AKe1edg+sVAl7vu4rHMfmAZ6ksBS2gDphrX7Y6FdkwjBJp2DDM/ql13p2RT/APJLBP8Llqg4aZV72/SCZy5JQ4Cmu7aYoRJS6HIq1hnWVKxTkxqSqnSQ0yMs7GtU0rsZ8UM7TJ9XcUTYmbYaBN4JQXCMFzNfA37VS5eqVJczBShXb0iqxilFJl6lhkiHyELzUgBkQmKmVDkNdO/hyIjN/ULihFigroIMUCqd5UVI7J8VCl4R+WoAk/7XYElPtPP9qjiYx9i/pEPwfYO4wd9ITPD9PqcsO3rxI55Le+k0+Bz+6p1HebruoPN/EC6DbSZZzXemC/2aQFi53za7BX8oNolcnItFJeNsVnlwt0AKFLKFwghHopS4/4J8AdCiHcDVwGnUJ/VMeCOqLt6T1D/32dLKf9i6IEdhuAnZa3YVdUqmCX0B0u3LQUwfe5YqP+U2VHtVj0p66LsCUwTSGKbros2BTh9cU6gUtca4KzctbNaKGTyKCux0HzaBNL5vK4yNLfAtJwpF6s37xPPc8hsN25ovsoNVUpgfbLKMqVWyTKQCiCVAlelvVSgCRWYYtKxRVaJjEQpEJnKH5WZwHYpKxVvbUZwpJjpSI9RcVIDpHkxptBlA42KF2goeaV28ZLNmJZjitf8ixr/wEeyP7oI5ipmOqdW9gINdS/UgiTzu3FFScailYloA2qnUKnDfH/zkBgJ4oKkVl5ra8DMC6qN+fhB1bZY/mtrbEc+7LrZyor+WJbkvJZSfpcQ4pXAjwOfYz189jbgGVLKF/U5EF8e6MHHMfuDY6wvdAU2BCTV6zCrhP7M0m23/2wuw8x31Im9uEVWdWZTWaZ5Nuv7QNOwjxBojhzQzIuxYkI245xuIYsR0gFOWWihUFFCKSuwbChtZ9NaRGQKJcymyr1b1Kpbc6cVv+u2X8hfCYlcRa6lxpVTBLkWAk3U/rWoiCkwMt+vSWOhLSySpQLScoTIc4X72q0r87wCUqmfyzIny3Ll2i0ysryEPNeu3bwueK/BNIdKdJTpPqPiBVpKXtBget3HKd/3dsjHiM/9clUdCqXqhaYIaU6t7jVmBEluyozxYNigavpcV2fD9WvMUv6q78jjQg0Bq0f526wL7Nok4tqdeHNZjcWAWe033q/WCKfkuNalIm7tXx6OiOggiv7Ylhz91YD4IiHE5dSofkwfmI3qVw85kL6qrVWzya75BwWaqm35wGn3xYDTtI2OK9Y5vdFxSTkKWrsvxjah7aYFkhinFzyLkboJdaFrxJYZslDgKUupRUBSC21UhSElDqrdstIIhKzXxm0qy8JzVuoPmm2zGWfuPJvvoUTKQlUjKkvFLnPqYxWZEhblemwJQpTIDITU42WJ1L8tUY3JkJq81qaERorHKraaQUtshGnTbtwsIjTy2f6rlXMqu++jEEcuVscQECEBlRDJsNCZrPNOIQFIA8IkqIEUnOpJbloMbZES0E6ngTZgBmKq7roNM+5gD5BGRUzQZq8eJt4laLItVdxUrY3wnstWaQdV9Me23vIpXd3+E0N21mXLLWKwfHBUfekACcNB0m2LgSS03S9DWGa7rXbNji48AplgdsMexanzyca5FzDNs802fYAJNdsEKgaSwjizYqwqCEHFOm13rSxUfE+WknJeKLC04p2KSZZt5lmWVaEENPPEFhiVU0JFE+xHdwGFkLlMdookVyy11JfOcxR71C7c+rvKMExU5CMNmlntypUlotRuXrMvw1I1G6VQ7ltRCoVnY+XazccZzGiJjWCrEhzhce+q7TYrlZ/6L8r3vx7GW+x83v+i1N+9SZFxc00NoEKAmXrcvdUnaqXMuMBqVx8yrl+fOEkdQzMemsJSgaUx1db69twiDLTGuhirWmccFDO5Fst5PUQ78KI/Z4T+eFEmmbLGmQCaqt/PLtX4btCEtmq22TZpt5UTsgwmFx1hev0p9q+fsX3bI17gNPtz3bRqO842gSTGqd6sYZsj5NSAfw2edXpK2Yx3GlZpasnazNO4Pssm+1Tjddx0sFioy9yYqPXdy0LTvQykBlMtJqrSW6BioiqFxWGiJaq9BJirM6oQkGkc1fNLytqtq9W6BcZD3GSk0GSl9q8+dH6VUrL32j8EYOv+X8N45zYUZbsur1kbmgQ5VqxulM2qizNTyGEIQ4Xmf6al9KXNWsHPCm2mCgHlL0QFS8Y6GaMn3SY01zsfkphraL1GP/5z3ortwIr+GFsbAO3ymR8WSMb6UoFStfdzw6oxYZYZcsdCN8tstAcAs/GMOhFMLjlPAeindxlffLnebzi2qbb9oqDqmC03LRBlnVVaClQiIVlkFLNRg3XK0op32vmdFaOcImUtGKrEQ6WsqwxJXdC9LGrhUFA0tGgeqA886zWVIhdUoYVCVymaQWatYWKg0hIRabYppCUuyjIEI6CsBEZClEjdJhgpnLbcQRmZuum1VuzKMlPlAfMSiqwRIwUqwZHZNqkwZT5j72OvY/6JdyC2jnPe/b4BWY4qFa+59Vql6tWvKcfIzNw5RZld8N7r7rXYKTQL4YcESapv0kiZ0R9AZV3CJM+UytRNw7fa7a76t1pk6m/XfSEQ86qBGwPCyuDGGhAXMkGUsR4CgB5I0R/b1gdAWRwkuwG0P0jC8hhltd4SwRJ6AibQUs1CVDmr9jlhcvFFwDXsfmqf7Xs2ixyYbaDlpoU0tgkqlzMrdHFszTbNnVIM4zTAaaoJlSWVUKjBOi13LTbjtJ7lvAZYae6CUszrueZOKzIEoo7wp1ceqC0kMmPtbXtdVOUimVXxUNulS1FWgAnU6Sv6ufLhWb9boV8bcFXHowAX2lkhRrFrAymgwVQDKXjBVOZzshmceONvA3D8/t/CaHQhTKlVvBZ4+sAUajdvpeiFStXrAqprRt0LYUCFblD1qX3BVbQ2xUiq0dMGbfVv9Xm3mpIsdhpcBrhW60AQYFVluQMvMn/gRX/WBkBDtgirVP3LYZb1nOUBp6+Cx8IsE5YCnPY4466a3PYSAPau/kxQEAS03LRASxgEtFy1QMU4QeUgqsXb4FnMTLF6GkKhWhxUu2N9z7ZYyHbVWh+29bmp7XZscxkCIvd34mOnpjKRftbqWuVPzdWxZlnl1m25cwFya44+M1cu3YyWwAhU7FSNk1qpq5+LWmgkcvUHLAtV3EHkJaYYvmGhFKoY/i3v+3/Mbng/+bFLOX7Pr4eifp8uiPrMBlbzG5KZYqhYgGrHTG3zCZGAlhgJ2i7dLpcv0ClOCrVB/V9rFGgICZUgKErq6usWHznnkkBctXOdw7EDKfpj29oAqE+FmyIWWiarVHPSXLChtr7ssp7nj1/C6sAS/EyzPo5mTHN0uzsBcPqqT7eqBJltIOimHQXctEDbVauVtSHgNOkpLaFQxTaL2jVru2sNA63SU+pcz7rNFIqvWaeUoYpDvnhoCrDGwNO3tqqqI3SpPynz2pULtQu3zBCjEZJ57c6VuhzgaNRQkxiXLjKrBUb6WQhhMRlVhAELRKv80ZkgH6v/knHtAjUjzXX60/R6bnqrYp8XPeinGZUXIKdawesRHRlABZr5pRbAum5eoJFrCsrVqz4evxAJ2swU/DFUdSxxYFXfVpOhgt/1uwyWCgswVY+YqbV2ivjIs38pBfPAhdAK7cCK/hhbGwA1tgij7Oo/TNCEuOjH198bOH3xTGhekQZctGr/bTEQWCeN294OMRoxv+4zTE/OyI4c8SpqK7YJSTFOIAk8y0KJhLysU8c+K5ZpgFQ6z444qPr3G2GRSVkB7brVLlz1SXgeIUtnp+18UHsNh43KQuewFLXCttT3Fy1LnZai3bmNFBcNoqZmLmhlLloVpPt1EQUpZV0JqfqMMsjV525M5Y6qbZP6IrKyZqR63I1v+wXk/CQ7lz2aI5c9BowuKp8jilFQdBRipj6m2mCmptHETiMxU9e6xEiwHIaqjqut6u1iqRBmqhBIqwE/WHb0JzFNr0tYUBxwjdzDKPqzVgBqwDOlBNQygVL1HSxYumOCSlkIs0zwg2YAPFPZJjRjm+Y1AkaXX87sqqvY/fg1ZHe9D+DEN8HrprW3KzDVNWuBbuB00lOkLqzeYJ7FXIOpwzwdwVD9XGihkAZYJ2ZKsGSfa7XYZ7h58j8dMZHZhxEUAVpBq4u5l0ZApAU8WQZZqZghcyUUMmgndFs+gqKmECYuiikJKIRaT2TKc2yuLaRoVDMCVCSpFFUhhkIz0ukNr+L0x1+MyHe48H7/H3K6VYuM9L1Jhb6tWl40RUdZoSodmedWbNQyu636xGwBksNMU2rC2uxULRIf31eUlLqua6EzWW+hUrVgXLAE3XHRdbCDKPpj29oAqK924hCQrOems8pQ+1CwVHPT2SWEAbPd1wGY1utYPNNsuywTiIqCstvdBa66it2PfpLJnR/QCZwu87RjnEmMs2yyzkooJOvCCDYg1jFNCyxtwRAg5zolxYCn5cKtY6TaZSt9wBlz5S7TXFBV27WgSDfr1JaqyAKAsO4ak2XACMGc6j6iKOWt0OAomWthknb9CjWnodTVwCp0OUGj1jVAWs60K7cSGkFZ7HHDf/4oAOfd/QfIx3eGokQWRrk7V7HQvGiBqfsPTgFTL8AaNy/gU/RCMz0mJEJS45qAaouRFjLP6Sp0Bxq72IPbHkpX8YEqRNJqIJxa4xvjmBKFHg68rLroj21rA6DGuthnX4GPal8MNNXYfnFM37goaEJ/4ISoe9Ye28U2wQ+cQDPGeYd7wH+8kvmH30/2cL+qFmiJg9yUFEhnna7LVh980yUr7SpD1rMtGFIfSDNoY9qtfilDLLNvukqKhfI/bfD09JvcUHPmlWXlypUAWVmJgJTr1jBRJSwC6lxRneNpu3RN9SJlmXLpahdwNafMIDPxT6nX1K+10OiW//4ZitMfYnTsnhy94ru8YiNo5pAaEDVm/tVdjBRoKXjtNgi4eanB1HbzAq30GGi7c4e6e9WYpsvXHufmolbHGnDx9nX9Qg+hEnS7gBsLC+858iBtlUV/jK0NgKo8UDEIIFVfOkhCOlDCChgmLA0sIS2eaR+TC5jNNr8oCNRJpbj9/UAI5Mc/SHFKkI2PtEDT3g7GOKGuIgRVMQTXXQto1lm2WSc07t9p2KbLPBtuWxMrdVNWyoK6YIJKW1HCIfCLekKioWUocyFY1q9yF1PnhpZTEDmirO/EotioxUDncyUuqnA3Q87nKlYqrTSWfKRFKWUL3Op0F4uN6jQYcNy6mWD/+ldw+uN/AGLMeZ/9HGSxo8PKzTxSkdeMlGLUSIFRz/OgexfawqMQoAKdzNROjQF/vqkxc69TY13s1E2XgbbLV41ru319wiT9VfSzgEgJCPuFtQ0VK53Ntj4AynJEPrG+PqAJ/eOYsDzgbPR1AKe7Th/wjLJN2mkoYnuMuPxuyKvfj/zAO8nv8YgGywRa6lr1PG6mpdim0xlc1qnel6Mqk5Zr0maVdkqKTzBk1rLSVqTNTj1pK/rgIOiqXQUjTTGXlergpKlSBCoemtmsUqe5ZOpeqJWwCNTnIUrtmtWVi4RFNbUyF5S4CEys1GawoAo9SCihnN3ALf/93QAcveInGB+/t70MstRVjfISqUHUuHJlURdiMCac30wKKwUaeaVAJzM17l2TGqM+nrCSd1F2Cn7BkRdEI8Ik6BYndfV1CYZaNymPmEQkF6o/k22NADRcfLgvUEJ6/BKGuWMhASyhvwAIgjFNGM42YRhoqnWbbtrsng+luPr9iHe/gdHdHh1MSVHbTpwTVBUhSHDXBuKd+Jmn6asEQ1Apc026ClDFQqkAtqhdt/puK+3Y52rjnf47s/hYqFNcwRYUSaPGpbpIECNVWahioKbNCIuquGapClBYrLKqWGRSXUTWEhiZWCpY5QBlyakP/CDl9FOMzvs8ti//bsqZcu/WFY1AFm4xBg8jBcVIzbbzucVER0AQUIMWiJdCXIQUi5sCLXa3tNipNrtIfsMCrDEURzV9sSpHoXiqM/LQXbgpJoR4OnApIKWU39p3/toAqLFlgaUav1rAhCUxTAiyTIiDpr1tH1+Iaaq2GjijoAne+Ob4ro/k1Mufx/zDb2J8smQ80hWDQsAJ0TgnULtrZ1SMsTTqUCu/s4p3GpesVb+2FgBZzFOX6HOZZ7Xtum4BlSISY51uG0tS4LqvY3FQy5VrFVowLtwqFccoc3V6i2ordS0GneKSUblz7RinLJToqBEX1e7dSmCUZQg9Tuq+6fV/yfQzfwfZUY7d/dkgM8eToIE0N3d9AciUajcrK6xp3H/KYaU+X9UqCsfZ32pVtAEahRsgXLwhZHaqDLSL4IfMruNbrzVt/L/NOPCfs3zipFAs1e1Lrql75tjjgXugfmZnNoB21Yu17aBAExZ0y8Ig4Oxyz9rbQ4Cz8ToCnraqFrR79siljC6/D/NPvIP5B9/A1t2+EiAsEIKoSAionzXr1G+samuAZyUcCrhtG8/SWtdx17quW3WgHa9jdhjuXHvfdtFWy+1a1u5Zo8JVtXItEM3rSkYViOaWS9cGUePeBeUyzrJKYDQ//W5OfeTHADh6xTPItu5YuXVtsysaqV2qqkbGtYv1blQlJe3add+2Iziy59lx0upjsQo0GOvj4jXWCCxEwLSvqxeGuXuN+URJ7vhYPmr9HtIAFQKeNzJkrGTg+tjfohjoIFsbAJVSJBVYN7YoUPrGLswwIR0sndd9ANM+1mW4aNXaHaBpbQPs3PXR3PKJd7D/vldy/h2fCNRxqpayFqLuWoBybrFOA3q2S9YAp52mYsbYrlyLeeoPE1Pj1gBtzVBd1y0O+wwVTmi6dRdjn7UpNy602WjXREt4JDXggQK3+QyR5er9j0zOp84HHY0sEK1ZZAWi+jM0BeYpSlUcXpa1SzejirvK+c2c+uBTQe4xueTrmNzqiSiqmSGRSmQkatWuKg+oizEgUTmkyrUrctkEUq/YqE6BUcepzM0ptc24eG0LuXhjrt8GM3W+DvtaocvV6wqR6jdcm8/d6xMk9bYYZR/g+rVNShF0A6+TSSl/YpH5B14uP8UKmUcZpi+lxDya64yDLDMlntnKzXTimV0xzSjTtFJOUsRANts0pfVstmnugNIFnsHPwiq5B3Uep09Zmxdjdq54NGQ5+x9/A/NTn64Ypw2elVngCTVo1u9ZNp71i+ZzfcDqBK63zRhpM0lTacdS3KrP2mGcQfYZEwctk2XG1krfj3SBvXJFtz8797li96bdrRNs1vGw9urz1JWeTn/0hyj3P0q+cy+O3OHnvN+hlLp6lJWSpG4AIJrisUKoC63S/t3o05X+bdkXZ+pRezyE82zf8LupDK8FcO5Fomk35rabPmH9b9RnVGsG1EfmMN5i3Lh4dSsizctx6/86k5MGSw2Ns88BzbHtttBY8JMJaJ6L4ibU+XAZjzW29WGgTvX+PgwT0t2x0N8l6x8TYZqQFNO054WYpn28Mbap2vq7aAEv4zSvXYVtlcs5Os7OHR/J7kf+ldPv+XsuuO//bsU5Aa+7tlMo5HPZdjFPqO6sQqmLKuid2a7b6i4r6sO3Yp+FxT6NuYCamq6yLJB1Y5/QTmtRpmKfuk9S5bKKUrtmR+M6PqpdstVrs4iwYqI2EzVK26JUlYugjnui1tr71DOZ3fwyyI5z5IrfQ7ClXcVzkzSq7vIisvqGMGXNRGuLx0cpsrDYyPlMQlWOgEp0pLaHsVLft+V+J8ZsAZKx1OINDVtCFaNkG8BQ18mEEA+mLqRwXDfbhRRev+g+1ghA03MwYcmACYcCmtDtooV2XLPZZl3JLhE4zWtfLieok9Pxuz+J3Y/8Kyff/5ecf+V3IthqxDkBb2qK8pZaTCQVPF0m5CuSYOd6Qu2udcc2cj5Lyw0aS1sh0rZMCwGn2+fMMXVyod7W6GcXWQiBaEtY5IAogDB3crHiovs3/R371z0byDl6x98mn9yhTnfRsVGwgFgLx2wgbVszPoresod7xUa0gTTUFouV2haKi8asFTN1BEjQPF+5IiS3Vq8bO4W0+Kk9LhQX9cVQY+OBYPpMZYfkwhUqRvDdwI8Bt7W7zJFZY68BfhF4ljQ/2J62NgBqWx/QDI0fEs/0j1ktaLqvlwmcEE5FgThwmtch8BTFiO1bP5TxhVcyu/G9nPzACzl2529pu2s98U47L7MXeErLfSub7sc6rimbLkkbeB3wNetU31FQQHQQ7tw+5qa2aLZv6uTatNKAaAn2rc8qcRB2fqhHnWuBKC3xEBQn38buJ1QYaeeyn2R87Avq/YElMMr0d2bljepKRq7IyNw6zZzzfEKjqmC9ziMFD5DaMVKLjQJVEXuTAgNNILVTYXxmM1KIi4+g/s81gBS8uaZALzBtFG9IBFNoAmQXmIbGQ8jdK1rnw1WbBs+/Bh6nDoBPAG8GPgac1MOOAbcHHgTcDvhN4BHAE4bsc40AtM4b6gOUkAiW0AJM/5hJvH8AYEI30/S5Z9vtw9km+IGzCzTV87gVU6IYIYqc8+/5/Vz/+qdy83t+jyOXfTNSexFCeZ2qrz9wNoDQnWNVGTJ9Vd1bT8pKy3ULAeEQzvPqCyc080F9TBT8qS2qvQbRvH6ftFNbqjZTA9dUJcLPRDEgW+WNQrn3MU5f/T0gZ0wu/DomFz5JF+7XZQSzjKqwg5R13qi1BgVJbl3V1RYaVa5dPIw0Jjhy3LsAPtFRyGKu3GjeqTMvJkAylnZETXPTZGI7GGWzYCzUv3Y7bWZN7GmotJT3Ak+TUr4mNlgI8XDg2cDjhBDfIaX8vb47XCsRUR/RD1AJamzzi3sSBUAx8LSEP9VrM7ZDCOQTA5njdy3ENu34psnf7ARPy0weZ0gcBIng6Shsdy7/Msbn3YNi9xOc/Ohf6fffTk+pPxtZufcqIFQH3TrmllhIz6meS8ct63HTtoQzUNe6rdZaB4Y5JH0mFpd1BEXg/Sxs8wmxGmzd6itnn+bU1U9BFjeQH30I27f5seY8z9yGl8z+7mWpLqas34YtNKrERlYM3X5tcolbYiP7kG3BkWN2GkxMdORuhwRGffq6BEjQ/j+7+aazcpwkRAK8oBoaGxMk+URJTcs4BBHRNwMngEd0gSeAlPLVwBeh4qK9c0BhjRiolObPkeaOheWwTO+4mJvWjF+Be7bZHmab0D++CeEYJ7jKxNpVWz178jnV6zHH7vKD3Pj2p3LLB3+D7ds+GUlundycWCeo1AZYnHlWbVa+qGGbdiUih3024p3RtBXqcc1vqWprKWCXbm4M1NfWFBhVFYosV25dI5dm3BPqeCbUn6upuecRFpXFjex+6tuR82vIt+/NkUufqdedV6ktlRu1NDs1AiLt0gWdKlPWbBSgVCkvZKLBlrxpLxBmpI7YyHwGUDNUXwqMbSmiI3s7lZVCPC3GPlZj7iXPEFZamYc2hQo5hNipr6BDww4nBnpP4F+klNelTpBSXiuEeAXwJUN2uDYA6pZ+WgQ0veO6QBM6gXMRFy20g/J9Y5vQwTYXjHGqZ7+7tpE64IiEtm/7OEZHf4X5qQ9w6uPPZ+eyp9BIUbBdtlhMZwng2WA5LiP1xD1b7LP+BvDbqgGyj4XAtENgpKoi1NsEREWijodWsVJZNty55fwku5/+HsrZR8kmd2Xntr+FENv1utK6SbdZ36Cjjo1KDc5ubBR0fFRkio16REZufFTksj7UYmCM1DZPnNRsuyAKeMsGQjMmCv64aErMFEgSIEE7bgosJEQKjYVwPPSQrUDdlbavjRn4B18vAF02aEILOBcBTXd+X7YJ3fFN+4fcKQqqdtYfOKFdeg9qgZA6QId1VttNkRCl4Njdfoqb/vMbOPnBX2Byq69B5Bfo/ma8UzeaD2xh8GwpbqER91Ttmi16XLd+4VAINFcRA00AwM65AdVudesVq8yfyOuLiszclNvEN8tamatFRQAi16X4ytPs3vCDlLP3IUa3Y+fWv4XIjjdBF4fRNkoAUhVeUOOabFQdiyMyMusJA5yutYVG9oLVbiNAare1V24CqU3eQqIjF0ghDpYhhW+nAAm8VZCAViUkaFdDgm4whX5ipNoOhYG+E3iUEOLOUsoPp0wQQtwFeDTw1iE7XCMAVbZMsPSOWwAwIcw0odtF22agYdCE5bNNwMs4oQM4nZxOADevc3zhVzG+4AuZ3fRaTn34/+PoXX6lwTpbIGgDJ9RVh1IEQ3qndo3bqs2JjTZct2pH+N2zMQVuF2im5oemWbuwvFk3lNrSbjMXBnZuqGqnKvpuWCjQAr+a4ynXLOyxd9OPUU7fgchvrcHzIs1UlSvW3H7MeGyhTnWRGhltdtpio9BMmelw6zYtDqQxsZH5XNw2Im32OgdlLTevR9Hbipcmrj3OZi0XbghQgcj3YOxQAPR3gT8FXiOE+FHghVJK761jhBBbwBOBXwK2gGcN2eHaAKiUmcftukLgdNp8dxhYlG3alqqmhQ7G2aGqtV8bi4Fnp7tWmy3M8BVFEAKO3fUXufGtD2fvmj9ifKvHMT7/882EGgSBVspVy6XruGYdRqmaLAUvNPq8a6s30ejyl+BLB8BllfBbzHxgapmdG9poL+t4aJbXLNKYFQeV5Un2b/5Rytl7ENkl7NzqN8jy23qW1GtUaTNZey1Z317NHicrlS4VDW0dE1Tj6pio86zduLZbF5Srt3prlmvXxEfrj8sqWm+nwEAwDQbiMVLAGye1mafbl9LfYKbQcvOqj17/951ygpDOTn0lA2cyfjcZKTPKA64iJKV8gRDioSg17p8AfyCEeDdwFXAK9XM/BtwR+Cxggro+eraU8i+G7HNtABRECzAHgyUslWm6r11Xcx+2CasBTbcthXHaz17gDOR0qmOrT04mzplt35Od230fux//VU598Hs4/96vBLGNHhR22QKmdm2q27bqt9mmnbJiVRtS6xYOC7UtJWXlMMDSddHGiiq4Y6jHGleuxUJBxybL0isqAmA+R3IL+7f8OLL4ACK7Ddu3+i1EflmDeZp7j7ZEQR4mWu2/SnVR20ZgRFFU6S5kmbVeVqe8aDYqCwt0LTNCI1PRCBQjNUIjtfuI2MgSF7l3gTHm1t2FJiO1AXXV1iVAAj9hXESIFEyTOWSTUn6XEOKVwI8Dn2M9fPY24BlSyhcN3d8aAWhtq2KZsHwXrbEhuZswPL4Ji7lrq2dH3u+6bI11gScodrB9ux9gev1LKHbfy+mPP4Mjt/+/mEl2+krDKpDzgCe0wdO0eURDLRERBjybIClbINkHIA86vSVQeSjq5lXWcge7giLRZJ2V6zbLKItPMj31k8jyE4jsMrYufKZing1hkbm4Kqt5jX1V8U4nDira7NRsN9hotZTFbrXIyFeEAehkpAZEfWKjipFaIFqxUgdY0cDp3g0mxEqhHSsFPysFP/N0WanpV4fsiZkaWxE7BT9DPSQXLgAaEF8khLicupTfMdRP2y7ld/Wi+1ojAPV84IcAmt7XCYIgu88Hmq12J76p9pse4/S1LZN1Ah3VhJoqWzVBIhhz9C6/wYl3fTn7n3oOo6Ofz+SCR7eYJ5AkGNI7aW6rD6v6HKQNtPWHqfvaLDJecSgGjgcHnP44qH0csVJ/NNoaFYoMI6VmnLYrF9TnKIv3Md39WZA3I/I7s3X86WTikoZbVZayUucqM+rd+muqVbVlpfTVk5upLo7iNiwwckAUompdA6KquxkfNYpde6rNIisI17dSa7TZFgBSd72ukoHGUsRFIaC1x7SUvNCKmULzvNNX0Qv+G1VIxKEXW5BSfgJVjWhltj4AKkULMJNcs562ZQIm9FPRwvJBE8Js027rzOWsDrwbOM2JpX2HjDZwuirb/Mh92Lndj7F79dM5/dHvI7/nS8nGlzXB0nXhprhtqUGyUYDBZZylx13bct/GGKi7nQLC7rw+lqK+7WKcKfmius2UGzJmx0OBonwL8/1fAqZko/szOfpTtdqW5vSKiQJSU8yq9B/mYzcqXerbohn3rVnPRbASv8CoMKzZio8m1datjswjNKp3XLZaAmIjXwqMZ7xtQ8DUtZRavL4xnQIk8IqQ+t4o/FyzgxaSJZm3UpBbCcjT5lYEMms1pvRkm+4tw+w+Y33As7nvMHjaFhIHmbZmOkrkT2lVEQLLXRsBT2ONbR94Vn0K9LZu/VTG5z8aWdzMqY88DVnstllk/UFYAGf1BVy9LdWt2S8aPEOCol4Vh1aRsnKQ1gR9SdF8/7qghM3QZVEwn/8D8/2nA1Py0aMZb/8MQhxtfqaOoKuxJrV73WtOqpGZ57tFXT1WtvvAfwzVofhvm6beZ7OiUXNe+5TYqGxk/Xdat1OrxrQrG7nbWQSU3P+weyEdq2xkxrjmjvGdZ1qACi1ANdYJqlJU589FH+ts68NAXRdugqu2CywhPaYJ6XFN1dc/tqmOIQ6aK3PVQjTOGRMKqROPDAOnE7NUZybBzu1/lfnpL6c4/Q5Of/zH2bn8lxDI9knUxzyrdUgSDbkpK+2CCb7Yp49d9gHZWPtQ62KjodzP2G3P7BiolRtqmmQBco+ifA6l/Hc1Y/Q/ySdfB1JU4GbSW4AGE5VVbd2y6W6FQH6nbnPzRe1UFzPXFhhBWt6oSXmx9uVaS2ikKxrZi9upL5XYCD8jddtJaD9I0VEKKwWSBUhdzFTdnnK9wW8Ztn4MNMQ0LfPVnvUxzaHg2cU23bq0pt1YJ3ha9S5td60PKO3ataYNhoFnddXsAU9z82LjsrXjnVBfvUMAPOs3WcU7s9EFHL3T70N2hNlNL2b/2t+01qjB06zTMBkBTzPf2qfXvCX7UmxdmWeXuzlurXudViz0GubF/9HguU0++kFG4yfVQh7fZ67bGxdO1liwmKh1keSOb60ZaIux0ca61UWcbIz33rTd7M9TY9etswv4a+1azFM2wiRpjDTESm2vku+1fb4Af73dFObqY6Ytdhqozxtip+eSrRUDrYByBWwThsU2VV+3ixb6xzihH+OE5bNO113bJRRy450u83QLJIy2r+TI7X+D01d9B/vXPZtsdCnj8x/XZJ5mx/Z6Ju5pgac9rtqf67o17FP6wMa8Tmmz+w7bUmOkEE53Ua8bd2sBSvlWCvl7wC5wGePRDyPE7bGLLNjK3Op7gqr6UCcTrUoDYgdPg0y0Wt8TF22odD1sFLMLV6lr5gfNiY9aOaRmB0axax9SPZOm2CgxRmpXOXLXdeOkIQWvz0LCohTxETBIgGTb/7+9M4+27yzr++e9N7/8QggBAhLmgAFUQGQIKlFkUlgoTilaaxVtFVlFLYpDW4taURYo4ioCRajQ2lWtVhRbagUVBFLmKHNkkiEQEoYwJTHT7563f7x77/MOzzvufc7Z9979Xeuse85+x3PuOfu7n+f5Ps/WKFFcdNQwHwLVe0E8M+hSGc+EMKZpYyxpBndASKShQJk4SDom3Q2iiji71zl3remvgqt1v5atQ3x+rEpQ2p4465s44/ZP4/orn851V/wSWu9z+i2+1SHfoD6ud1/PwPL0Xbf9WBuWcEhH3bUl4qGWVJfxSCtxoV5YtG7T+jpWvJwVfwWA4mvZ33sSiluYrgMxWuX+wMnrHEi0bxeERUMReotEYwrdft5hHOExW6ULhEQ6FGDoxvQWZIJI1/V1zSdhuqwtVb+qkT2FVCIQPNeuTaaRwgyAWHt3WC8hOsqRKeSVvLE+UECmEvRewR1bDj/mQ6AdSogTprM2wzbPqiwgz5zFCe3k2cMnTsi7a/vngEie6z3T9UmobHv4Ip/e6uwn8t1z3euTt/4+9KnPc8Nnn8f1Vz4NheK0mz/G24BFnsMSCfegjYFgO+tTcgMOmEeqynZhkScf4xS/C1wB7LPH49lTj0Op7jtjBRYHS9SrCNRDzP8MO4mW6EB0qj++F4xDdTV6lTUWQmvUH7OS80bd6d0qRk6blS8qHfNzSE17R6T7K4cwxepG4BAp4BRlsJ9DGCNNVTsyy6bv/uLnjpb2EXNMBSwW6NahBvLMWZrSsakFQf5xGC8MgjpxkP08a3FCljgld23/OioUAtll61udphEnTaVbpLcaT57zRFid4obPvZDrrvz3nLzNNZx+i+8U3bbA+qbYnmjI3rwoHFp/IJ71WZeqEsPmS/jZZNdbob54yP5rI16xSLNC80pW/B8MA92efX6MPXUPUAqn4HzvYrWKHDj1cS23q13JCAR3LriWZ/caHK7GpNIYIpVcupCxRiMuXYY0Gi/dhfUcPVwyTVmj64X8SzXJvVsiNsq11QhW7IL2MZSkxMRwVC8zazEvAt0wcfrtY61Ns5968hzrrl2/mbi71rx2rU5333R9ZKHQumMk3olgmQpiHj/P8+RtnoTWK278/Iu44apnoE99lhNn//D65DdMJ1uedpvouh2sz5Kf+NjTwNxPI3bs89Mc8PvAhwFQPIJ9Ho9SZ5p+VnKn1geGRCFw5doYLEMES9RhRgGWxRlYi/bcfT9pvsG6XIWxUWnM8F103bp2bV3TLayvCzgVjWBtkQ4XC3vh93+AV9nIzBexSr3CDJu0SiGsauTf09S3TGP9bGituGlx4W4fmyZN0y5bnEFbo5sWysRB9jEpj7OlGIJ5Lbtrq4RCMJBnMt5pHR/IUrAU7XlO3vqJKHVLbvjcs7nxiy9ideqTnH6Ln0Kp09f9rLinWc89NpCn77q1kb1dGYnnPlIFFLaNlKjIbdPcyIpXo/mbru1s9ngCe3y1sWztYvODibhvSBQCV64TKbRugRZYqta9RE3/VWAZhgUXGGroAl4d3W4+rGPW+FJrdCBqMEQqxEb9IvXDsYO4RSpVNbK3N7zfHjHBkR0jhSBOaiMXJ7VFR/1rKcYZu2+p3S8XLw32trhwtwut9wairI1pwpZJEyaxNqGROKEqzlklFIJQLOSrbPvJfDet4LaNzXPirItQ6pZcf9WvcOraV7C68SOcvNXTUerWrsUZcd3ae9B+gQC/aIDowsVr959vWzhUqrSN3Uw77Lvi/az438DnAFB8PXt8F4qzgc5d6983FEJS7eONfjzUNsdWK4dcbXeuiUlqx507xCn7+ZzYJZ5luUq7dJ1Y59oaNe3hmmZf3ZhKkVHMIrWP2RbpoNq1xUZCjHRYy17YExyBa5X6AqRNkKnZRlm/44jZEGiPWmsT2uKbQVtEUWv2VG5xglwJRDpWRZ4xd62HWquz/xuNdw4Th8TVP4/mZHou36F/1+e0Mx/BzfbO5fqrfoHVTe/h+queyOln/wL7p91/sEJtpNy6XQfhE0mRZls+5XZQQqhyX81nWfEXaC7tjtyBfb4Xxd0zc6ZduaKVufJq3EpIuV/tue1jASGu4mv44yVBUj8nxEVGILp1HfL0iLQnUVgTqS80AorERqbNExz1bQki7V+Xunel1zFREaQL19v9bCwW6NahWK1ODwgT0gpav930GWdtwng3bex4KsYJBMnVtXHOyazO7nk/SWB52mklPpkm01Pc/nunfQU3u82LuP4Lv8zqpndxwxd+ltPO+F5OO/mDDCd7KWWl32vgupWKJtQKhkqsUMk1vEscoLmaFa9HcwnGjDqdPR6D4kIUpw/9DPZxrFAbMVeuYGU6JNr/qwnFM0XCIv9Y4J4NXbfVLl17rL8OhEIj4ZpMSnsxXbscUkFo5E9lW6TOLL5FmsgnrXHvlmCsVepuQEVzRI8SaoRdG4VGidZmqhai325XCYI6i9OGVDEI4handMyvJgSuxSkJhIpFQh1qyNOHKBjyU1S6SZJpKj18S9Sf14tp2ukqav8cTt7qtzhx5g8BilPX/xE3XP2TrE69Lxwn7GONo5meko67HqC5ngNewwHPRfNWzK/pAvZ5Kns8NJJLup4zqJMrbkL+39qFMOz/f6pWbtOxvskWpVl9Y8edmH1sTmmvQgqXVM1I+h3Z07kiPYtMBWEfgF9XN+ZpMn3dtlSVIyAgVD+vVKrBK9XZLalodFwwIwvUYExsE3bjps1ZorHqQZCPc8I4q9O0N1iePnFaxyFhecbm8t2+3rpKK06c+QTU/v256drfQK8+wo3XPpX9E49j/8QPoPQZ+IXixZxPMfZpv5aep45tE3VuW80NrLikszivA0DxlezxaBR3KJzfOmbHQm0yhGhqi4mNWrc4s0RFQ4yzn0MUFvXH6I4RHpMs0d5VC2VxUQRrVBDoDmsJt0vr3bo2stZoJD5qvR1/K65r13pf7gpkBUe1cVIfUoGG8hioQh8DC3Q+BKrX94/Lkabps7nYJmyGOM3zMoEQhMRpjoXkmbI4xbtRpOKdfjpKLN5ZIRhyIJCnvf7+/r1RZ/0nTt3wBxzc8Ccc3PQKDm66mP3T/jl7ew9HodauWx/DfS43U2Eobgluk3gP0FzDireieRfQu8/uyj6PRnEX4vmifo6olG8KEtFKqS1gqXEtQZAt+glL/tmCoYSwqD9G390lxDWpWTHPfl5BdJQWGPkiJs+P7JUEzBGpeA9Sj0jN+yoQG4EoOAqUu1AUJ7Vf+2Rqjq3TX3zRkVkqTaYDtGq6Xdthw+zeYUoQZNrLcjdhuhgnjI9zmucN5NkhVUnI7VdndZo/IeE5aSrWcQeC5RnsJ0bMtpXqza3UGZw4/YfZUw/l1I0vQK/ez8GpF3DAn7G/dxF76sL+zVqjciRW2r5rK1SGRgOXs+IdaN5Hb5cozmePbwTuihp+zj5pSrDb+kILdp1cS1Dkq3IL8zuHvdsWqi/ecTu6JCbNERMXSSQq5ZFKAiN/rK/U9SoZ2dWPpGpGzvOI0AioExsB0VzSkUQKZaIjICs8WkOxt1ig24NRbYUxz6lctLBZ0oQyi9N57lURgnZ3bX9MIk7oCbGSOGOWp+3GTQiG1hvr3biCu9gSCNlz6tWKPXUeJ07/dQ5O/Q0Hp/4AuJyD1fM44I/ZV9/RiWP2COJ5opXpP08ds4/vllA116O5FM27gau6owrFfdjj6yxXrSJOmOV5o2ZRgTClKkUQCIZsUREQdedCXFhUY4kCYh3dgESteXyBkRnr9XGItB+37p9y69qQ0l7Wb6tObOS7dotTYKDavSvBt0r7Y8c1/glzIlDLhdujhjx9tJBnDDXkaUP6QoqquYZKQjZSVieQFFBkIRChmVOwSPs+w9OV81qaWyqWYEMpxf7+w9jjIaxWr+Vg9afAlRzoFwMvZ49HsMeFKM6aSZGD8dCcAi5D80E0H2RN4mei+Gr2+BoU5zTMXBNjbYNkPUbTSuKTRK1ch9QKUmeGe5lKfVP7yqXe9IcEa9QdIuePppCySAdrFByLNIBklVrWo5/20mKVxo4BKK047RgQ62wItEcqthm0l8Y3oVhNm7M6Y6S5DavTtJWlpwBpl23/2lcppmKevuXZHRfn6+cZXnvx1pVnhfrEu7JSVlYrFHvs7z0SxTei9cUc6D8DPsWK/8mKl6G4H4qHoLi3oDqtjXuGbZsmZzP/ZWj+Ac2HgRut1vO6ykH3StydJRXzLK2d21uUdnGF/uDaCgWiqS2BtWkJfnypjZVySlZYBIF1KImLADH+mYyLQlG6Sz/ErFlujdZUNIKJxEapXFIQLVKgWnQkWaVgfCRibPSIYUbvcJ14m7M0p3DVwubctdAQ55xQYQsyeWbzO/s238qMWZ458hy62bJ/z8r0nospBf3YLidRqYei9EPQvJ0VF6N5J5p3oHkHcAsU90VxHxT3tOKCNmJkWprbOZ5MTUzzC2guQ/Nx4HLWgiCA23b7/yoUtwJIpKNMa1WKt1ErtMjEGKgfj3SmSFisfkw0drwiLgoywdoCI+dG4n6N3kqRUUl8tF8KymKkUCk28trM63ScVDrWn998q/Q4Y3bvvlQUBOXECdPHOe3ntcQJcasTJiZPyeq0J3Mm9typ/bGI5bnu7FmP1rxi3LPvJ80r7U1wAyu1h+L+7HF/tP4cK97AijcAn0LzJjRvAvZRnN+R0F2AcyOEunkYC/OzaD7T7fETwNVer54074ni1uIc6fuD+qgVE/kLWrFQ75hUpUivDlB7+67iViC1oM2yJg1ZhAXhpyJRBxGBkU2ETh8IRU4VIiMzPF4W0N6S+ajl8oDQKDbq22ByIvWhtDoWsdHZEKhmj5v06Tu1NmNtk7tqnWNhnHPTVqfbN0KUkhs3IxgScz09t60ztl/Ld+d6heJNPz/n86D/UICzuoo7jwI+juY9rHgP8DE0H0DzgW7MPnAHFHdGcceOpG6FiS3GLd8aaFbAtcCX0FyFIc1LI73P6Ij9rijuguIsWsv3lbWVu3UHso64cqUqRQ6JYllrPqlJbRYRisIieq6SSbTfBsD6XqGyiGhwJScERsl0F2w+tcg149Z1c0bXiAmNckRqnzOqxEZ+daMJ3LsS9o+BdTqbd6h1WDuxNcbpY4zFaSPmru2REghJx7QgDvLJczgeIc8AXrzTbSskT69/FCWWZwxe3DO1hpjzCfjVcxQKuBOKO7HHN6P5Ipq/R/MhNJcBnwY+geYTuLs7Hbh1V2T9DAyx3aw7fqIjRbOCOcOeAm7oHjcC16O5BmNRXgPE37viXhhL+PbA7bo9T4XNi4REFLpy/bYoiSaXki3R6BoWaQdzJdqS6S7SfmL7zYiM/OMxt67fZrt1oU5s5NTbFdolwRGEVqkWxEPHDbMh0B6p3E0Y76ZNtW1UIOQcK3fX9sdiVieUu2xF4hzaEses/lHL0zsW9PeszPUH4KWx2Nan4yb20lHEogn23wMUZ6F4IPBA6EreGSK9DM2n0XwOkxpyPcat+qn1cozBmZhY7DnAbTEW7m1Ft+w0KCHOnLgo7OtaoVZuaA/bleuntliuXLAERp5rVSbRbp5UiotPojheVk8g1B0frEuGjtG4KOCnuwwuXa+fs+4wtnuRKcDgw7ZGIbRIY1WNAovUnnMCixRCCzRWhxcWF+7WoVHlhQ8g6q6tVdX6x3PECZk4J1SRZ05hC3Frs0hla0/oDE60pfr3zyNu22G/MUtWIubE+k6xeL1ijIBHcQLF+cDduiMHnZjnOoyr9WrgHzEW5T92xw9Y+/V09zgNOImxUE8Cp6G4OXA2cNbIOOtYK7KEIMvHJeOuUoy0b7JcuQMi8ckqS9QiS4dEI/2a46LivgWBkbNk70q246rdb9MjUtNfvom3mUO2SCW3rhmftkhN3649dQcYod2Pk4JslbpQ7C0q3O2jxk07Ns5ZQpzmdcLqhCKRkDnmxjtryLMpRcWasKhAgtN/FfQP1bUhAcYUt9Ltyfw5nFq3Kddt37+4MEJ8HuNCPYlx/dp9/eIMbfNvFmE1oXw/6XgB2abI0rZC/Xho34e4qEgiwKSwyOkjxDh7crWRIlEI46KB0nZNoqafLDBy9mUTtCcy6ucoVetCXXwUcBS7pm+cSAOL1Gs3r2UiPc6u3NkQqNZqIM9SaxPGiYOgzuJ0nk/oroXxxGmeCtZgJL/TtAnu2BrBUHBMcCH3zwViFl233nsSrU/ndmWu2zY8VoMWItwuedYpcX1CLLVKI1aoLyjq4btyEykrILtz/RzRcGxHNDFhETiEFrhVky5dgUiFtqTAyNqTKGwCx60LMpHG4Lt2nRzSQtdulkghnQLTtacERwO0Srp4jwpm9w5bYpwQKWgstE1CnjYSIiEbqWpCOfLMIbA6YwvIg8v6S/1yIqCVl7pS0H/dN0OoDkqKIuzKSpwr6ki0FXZqi0OKKZHRMDZRN1fql5o3NYdE9ikL2TrmuHVL1gLHrRudI9i+LEAK+lkuXzNOziE1fT2xUTCXR6SQFRz1UEsx+W2juwFro5s21eaTbWkRBP/5FFanaa+7ewo0umz717WWZ9cmCpHEY0LajBf3tJ/7faKu22yx+NSxXBGElLUac9/uCi6J5e6ckj6Ws0plwhQFRcJtz4B4aosQ8/StQbGqkSMUiguLzLL9ut18gyUaWpLBHV36+br9lwiMStNd+o/EeSLER2PZVGEKTN4ahbxr188ECOrpQujeTVmk9kzHgEDTl4BbhcpanCmCLBUIjSZP64a3Wjy2jnNKLttUrNMmTxvN8c4cefpIWbI2CUoiIIE8k8UShmEZghL2Uh77bOlzHFFppeduvg3B/83P7U1VnBpQ2levwt+Etw/5ptneb0IYJ/WvOiZpBqz9mv7ChTLeBXTCG+WHgpzlvRt6+zf19j1jDqF6N/c27R4pSh64Y4TZXSKkLE7YcpwTRKsTPPIcjrkiIXDJE+Qvd3G80zR2fyQr0ktT6REjz1VBqoo9XiLkiOI267pdeQUT+vdlW5/DuNbYZ4wYWol07gRcao3m2koVuZYV6hdY8FJbsjmhpcrcbq3BpRmJtTqx1GGMVIZPWN8f11uiKYERRNJd3L5iFSMQrdFYEQbfGo1VNBqWT9yHFOrERqY9ESMd/gmRkNcRw3zeoVYDeU5Nmv7rKd215vg0xOkcG+OyFdsT1miNYKjrn3LbBpbnMEawXMV4q0BUzbHPFNJz7s59OzaVxZ+jJrUl1tcbI7ly/XuHeugvmEqVuYHoSCBR096zRTdxSek/s6GARCFOlCmSBax5PKWu3Rd7ylDBW0ukZj6rrYFIzdh2sZEMlWk/GpiRC9egVRyUwqTu2v54hxLytDEJefaoIc8YRAKr7N8AyXUrp62MJbG5W41To/T9tn0upRcV2lFPE/3e+N/paI5w7GIutQf/gs36HRXlSkshB8HbInlgTN+0CNB57wm3rjum3q3rbcsJJUmQ3LpB1bRj7rrtMaNLhHXlirHioPC5F1stLIQA44lTinWu+1fmdlrHgnin3ea0N1ieXVvO8hzG+Sc3wTWcqzaUc91Cf/KuddeSOZ5rS2Gb5DzGFZs6ZluYIFuoqbSWuBWazA/1RUX9Uo3uXKizRIFgniDNJScuyrh069JdAtXTcB7QFneV1NYd2hIVjcC1SJNVjTyL1IxZhWIiG1odC5KdEYEazMVdCzJ51ips7WNVVqeEmNvWxypeIMHuE0Xh1fg2kbZ8akQwx80iLUENAdfO4cEn0QiiJNq3++QnTrKKkyiEcdHgZtlWrVyJgAtduqZvOt1FJNJIEYZcbV2prbTGrhkbVjWCNZGK8MlSg14IdHtQWokVgmBa4nRejyROGE+eDgnm4p3W5EVpKsGY0KVVLRjyx1XGPf2UFdM/b33KaLE2a/qM6b9ZRAU9UbQKjDKCIj/mmbNCfUTineJ79i1VwRJNCov80n+SuCiwIAtJNNLuW6MpgZGzz35/fVtFbNR/LVU08raWjY8CYnlAM2a3F9e7xHwIFFWc4wkbVtYGxzdsdcK0YqHU8Yzb1jluwXfd5vqL8aNU3FPK+XRct9bx6jhfanzs+WHGGBFSydgRqtyEK3fAIMbpSLX/Kkl9UiQKcXduP59Fol23of9kLl3nPaUFRlG3boXIyAxJiI4KiNRuT91CzcwXXvBo1GKB7gop8ty1uxbqydNGdYqKNXngss2RZ98tJZSIkWcu7hlBLGUlum41poh55jGPAgqbQivBRsYllLdhX5dEw2bBUpTaIezjk6iwrlioXrKOcy7d1FjByvWPRwvTSzHa2DrDvsrduuASqe26DT7OAtdu1K2rZWI9apgNgSq9wRgnNOVzwnjinLSqkL3gJi1PiXD9sZJ7dgOu29D6jGFszufcCDPvci2riyuls9jPUyKifNpLtaDIH++ltoiioVQ8dGXV0U0KiwRr01pz/f0O5/JdukC6jq4UFzWTygKjUmvU8f5Y5FR4y7SatJdhK5GqRmb8Kl6iVKeVvkcFs7xESN1HLndTaxElVudwLE2eUjWh/rjpl1bZFqeoSBhDnpk546Qq/BgL5itGSVWbLEpIdmqCnBvhpjBmryMuTIbvZXcxVJja4iDyXU7+XlLejVIPSclckbHRm9JHjosXyF7/ovODP5ff5v2WnXNVJrWl7+OOnyV9bBWzsUDxYqAltxeDQlctTOquBYvLvDq29l/n2BiXrfSjqiXPnGBIPJ4RDXWvoye3lVdtyH7PKeLMxj6nct/K/UL37WEiyx5jUlty46EorUVAVWpLpsC7H9OMWaKBsEhy59qxy1TBBSguuuC0d+NSLl3TX7BGJaVuRGDkzxUTFvmvU7dO67fit5s9xUl0dQws0BkRqMFo4oRJRELgWp1DeytxQtrqbI13xtp8UowgSZ6C21Z6Lc6XiHsGwiG9ot5F26q0PYxkWIra2GarMjdEqStXRI5EpXhoimhXOWGRJB4KiTBw55oXHvEJd20pUenac/V7Ajk22qDU7ecCnPio6Srf0NtpSwiNpHYfWoNeHX0CnY0N7t/+ppQ8HRyc1kyefvH3FHnaSAmFHLTkd65W8qLJsXL/oERfYt5khZNE3DOKGhdZc+zzeKIsP3YsRq4RiNoOxOMOIhdrUfeo9NrZgvCdLnTnlqrMnd+V7X7dkEtXvACH4FzT6tYFAret/7aPQ5wzhZlboAW5nBAlTZCJs9Vdax9vFQqZp4J1GHPbFrpsnbbVKrQe/ZNYg9s23GvcMs26bhMu3La0lZJUleNAtjWu21h7SjyUFxZFXbn9/7wktcWebhURFUEoIrIsU3NsaFxbWSlhUUnBhX7i/nvfrZGyNJMuXW++UoFR/9kM+96wWxdk126MRHPh46OA2VigBBZoXCBUmpYSszrF5SvI0x0nWKDJK7741WyOPFMosgQL54p986uETtJ40XULZUUTrH7NeaHSXK3jDzNq3m/5Z5y0hkuEPcOFmHfxJQ0psF6LMcYSje0pZjmWsEqlNRrszbdGI7dLM10TwqKVfHvFyFbFtikec8YMLdBxVmfqfnWp+rWmPU+cm4h3OmPHWp5dn6SV67tz7fdTGPfMpqxI70VELG0l0q/anVhHjvPP/2zN4YzNE0tzqRm7FhYVCYoyqS1AOh4KYXoLVFmixTFRCIox+PNlxUXmDTlxUZBTYaoFRtaYqDUKxAowmHHxIgz+a6nQwtxJbpOYEYGqgTyLiRMmEQmZPu1CIRBctqZD9ydBZi1K22HNkDijWEVIVUANeabWs9eKW58xjFHaLnFTGZtQ5la4cm0FaqZKkQOfRO0ldFjcICk+8oVF1vwOyQlrOfuXjjmkF6mTC6HAyCfavo89FtLFF+x5VxGREeDX1YU6IvXr60JESKRl79xRw3xcuB18dW3S6rRuNTZGYVtKnjaqydOGT57uxF4fwfLMuZJKXcAR6zPZNxH3NK/z6SmB6zbAWKVtTb+jTqZTvL8JrfgWV65zLPGdTrl8RZdsg7DI+l2nLoyBuEvXXi72u64VGHljgve7QbduNIe0X2fsY8aYjQWqtJJvMwYbcdeaPuXEWSQUMh26PymLUvgRpFyzMVL1rbzUmquVvIbkui20PEtdt8mcTwB9MMHdVjaVsrJLgi2zGOsKy9eIiVLthaKjVlfuYHVaoiLJnRtxm0rVhqqERdjGWzyXMyUuEvcGjksYPCs6ZrE6cwouXWGMfT5odeua7ulauxK0zsdPjwJmbYEC5WkpEaszBruakHRxmLtxbdJ6zB3rkbpi9sf5JJZCjOiCbok47ViUqm6D41NanQsMWq3vnNAqfmy0FVqKXQXgYvus2X+tuMgfnrlhd8m6QNIaDYemrdXjhtlYoKDk24xBUZzTtOXdtTYcgy2RnmI/TwmFzNO4W6ck3mn6ZSxPu7+O5IP55BkcbxcN+e0lqklnD6PSUnLpKVOmrBwet29ZXdwUYmKi9lioLCiCWK1cIIyHgiUO2g8tzETNXLAsROmYY61FhEVkLFG/vT9QZImOS3UBZGs0JzByN23+Nlij0msbLRcFhw2zs0BjcU6Ik6c+2BMLIoBMnrbVafvvm8jTQhF5ugPCQyVu294d64/fAXmKqLQ+46XzpnLZxiwpt//8FbibRov4qvBYQelG91il5yb2O8H7vkpeGe39LiJrZNNYimKY8vGoNZqasyQ26p0nkrFRCKzRmvhogH6PYx8zxnwIVFOW05lw1/rEmasmVBLvFGvZ2gTkk1DO8pRIbWXqyRZZnh6a7qwijc+4e4vJs5+3oGBCiMNj8R0d7PAzFy8g4+uK95OViE6at5AQc8IiiYzF84A3blISLRUYxeZeJaoYAS0io+Pqyp2RC7fDRO5a02dcXickrM4C4Y4zPuVm1QVtHiFO6rb1EVtbgHSbskjH7kks73NTQqFcHA9vH3NDa96nP64l3zO1h5iICGxBUf+5FrlyIZ7aAmG93OFYPkc02q/SnRsUmrdcw/1+49WB3P1BJF+0Xyfm0vX6RQVG/f6E92CmEPZptde4dUNoaI3RHiLMh0C1Sits7a4jyNOZJ3PV1ESesfF+vxryTG4y+ubyY3vkrM9hSp+QZdKJWxEtVmkLNjn/XIl2DGoIdQwRN6AnUedQotyffUwnckSzx+I3po6N8fcb7SNBIkjpBto22Sbg5Iwm9ijuM7Y2hAQd3UD+fHIUMB8C7bBNqzP2PCC+VrGQvQmx34YtT6dNy/uPuGarU1b6eSsKJqQLxreKh44LSsirJZ2lREzULiwS78oikWQitWUTx/w7uJhjhZZogvyq0lz8ffYWrfUbGi0wksbhWaP92sO81vksU1v3uGE+MVDUKJGQ6TeePB348U5w4wdTkKcd06hwnUru4nD/Fnk6QyPk2LfHyDOFrMU7RnlbO08Jjhvhbgpl/yPZRV4oNhJjmg3x0JXwG7bDLcLvtUpYlIg5Ssdr46IBCuY1cycIboTIqHjusY8ZY0YE2qFRJFQb74wJhVLFERxMRZ6xNmGtlGCoNO4ZTm31zxFlzPrs91ciHGqKfeZQYokefcLMx3FLP4My1XL9XB20MKfjjem+I3Y/SV9gfw8lT4n0m5K+49KxGIna7ZJXaFMkqtfvpUhg5P2ekwIjYa/Bfp01QxINiVSv1xn7mDHmQ6CaIqvTJk7Tryw9paqWbURlO1Tz8b6kLvF2mxD7RZS2fpswR1ZtK7ZFrOd+zdQVe6nrNnWFOLTFhEMSRqRKFPcZM/YoYQw5xv4ncfe6xqo4NTWJYndLfK9j/WIXo9r7Lfkn9RISLfRe9fssKe9X2s+9kNBpIhWs0Tjxaw5Dqb1NYz4EaqGkkpDpN43LNl99o/CqteHqtqR/lQu10PKU1mxy3fbL525VJmJqkjrOMdFSbOJzmYnV3/CbjBKfgKzosGKubkBdf39MY79Q4xG3RsV5S/agrb5H2IU7GxGR1qpaJAQTEmdKKGQfT7lFvPGie8YnKam/dFXbYnlid1nJJ44IeTqY0HUrY4zVOf4kPd8UlhxCkU5dXdzUfGOel+01KygqqFKUqpcLYaUiM0+kMpE3PqgshPlt5YRF/rrDHFIf67jznvy99mv5+8n18+ce5k+kuwTveT02KzIaoKsuwA8rZmmBrgot0MnJMwbJ/VMR70zdyzOYo3D9mrZAJLRK7CPSp811KzRNoq49rIR3XJD+/2QFRYIr151A8tJkvhO1vzkiF6l4F6g5kki5V1Nj+u4l8c5Uv8yaSWu0xAIssVaPsAWaZCql1IHwOLXJDZUIhYLvZCTWOTre2R/3Fk3eUih2TCRhgcgipGf3i+3Nec/+PCmyLI17imMLLMuocEjoGz02lchoE/3njinc6K3CIrlvMhYKkd+LsFaNi3aYR7jQXXnK3JSnhwiJxs4hkX3G4q3Be4jENIM9Ffbz20QSjb5vQTtxCIhuU8i5cD8OZMyz6WALhXrEXLap+3W2umzNy7g16cyRde+mrdLwDQk/emneRJu/n1yup7MX6YTho8R168c+J3fdjnke4nC4b2vcsFOuVbtuo6tXcuXm2m1X7+B27Vy9VtF50zVRqcga7/R1lsq4c705fPdnULXIdn8m5o+6dKX1uvnEft0c/rru/EKBhMTYIG/Uh0Y+Nx0xJAlUa323Le1jvWZhvDM+vt1lK5Kn3V56C7NSRK5KY0i3FZbps8ek9u6Pn8x1u2vMZR+7hE9i2yToHNJ7cQosCCTqQDrmzBVWKoqNLyLR2DoSifr7dwdEKwHF9lcFf377faYqGAlj49WW9Lhz4yHBbEREaEXNbccgQZYVtWzN04SrI5gjZ6G2WZ5ZwVLSKk2QZ8L6jK4Ri3taSAuHtpGmsgvF7RzJt0RINNX804qMnH06VmbX17Z6rPYoifbzpm7CbR0zc8k1c82yCbFRhbAoGCuQqFgJaFOWqNc3XKNAYOS9t+OK2cVAY3mdfltVRSFoJk93jvQXRbToaucRBRIFlqeEFFnGXNdTIpn3WSoYksYsGI+p04tqxgixUMi4+wvac7/PSEwyW3M6FlOtFBY1FVyYIC66EYFRZqy99tjHnDGrGGhtXqf/ehLLMxZcL7U8o3MJFmCLYMhpS6TeJGKaVSkrzsDeko7lfEK6aEKpiGiMdTk1MRwVbMJNG5uzziKVLWarr2RlZly52Xio1ddBQd+qmGilJdr3MUMi1qhvPQt7D9b1Y74gu5K9tmJrNIBeYqC7iIHGiBPKrM4pXLbhPIXkOYVgyB5bQp4WkopbaT+RcaLrNiUcGjA1QW3WTVtcn/VYIBUXHSMsqhxfIShqjYeKeZ+2y3NqEg36lMVEk+Iii0SHfUvv3V630P0rzZMl0mOKWb37tGdz4txOM1hcvNnyFNpTx4orHKXaUi4YnxhTJF3pVk6imFxbCazUWj2uZLhpjFc/V6/jeHjGz50NWcTctrE5Yu5cd4A8NnZBn1jD/722ummz55tWK3KpRLRd9Jw12uqEvOVZQ5yR/mNctuJepB9szvL0XcDSHCXuYQtFwiF3QPckbCu38DYhGDpq5Fln+ZUJiWrUuKXr11irETeuJCiCwEKDvBUauHIhbZ36rs5EKoxz3FtfFBYFfTxLtO+XcvvabYG71bOiY+tKlqi/trV+kcDIgyZxIXGEUEygSqkztNbXC8fPBx4OnAN8BHiV1vrqKTZXJA7yUeK2ldaqIE9vk2X7coZUjmm1PO1jrVehvusWCGOfYZsc+yRzbJM4aoR62JCPl8ZJVECrK9eeIuaezZFoCmPcuclpK27OXbA38N6nv8fcVLl0l2OSxpL9tJRSX6+UejtwrVLqS0qp31Ldt1Up9TTgUuDFwLOAPwI+rJT69pbNSBWF+tf28+jtx0qqCtkW32BNZsjT6Ru/o0rQLsUQY/MPhwTrU/gcgv4lcU97n0Lcs6hcX+pG2VnXbU55W2tpbpMU50zAm7LKSwVZLfM2qq8jrtx0RSzLswJx92wsNBP7bVm/pWp1bsqdK52v/H6Rc5m495SLWCdUur4LNVhHuo3Z8ULSAlVK3R34S+Cs7tBZwFMArZS6GHg6cB3wBuALwIOAuwB/pJR6oNb6fbUbKk1PmVwslPiSrfum+0wiGLLbnR96peJWcjVHxjkodd0OKHXd5jA2fjZngtsNpskHLXXJ1ilvY6h25RZWKTKHw/xQczyjzLWOBwrZWP8GSzQ6b6pfi7jIFwwhWN1QLTBy3z/y+eWIIWeB/jyGNF8K3Am4I/BfgR8D/h3wD8D9tNaP1FpfBJwPvAg4A/jpqp3oMvIM72k3kdJWgmdZ5uZLHSsWDNVanhJK10qh2MIsRevYzYhU5lMZadvICa1qPpd5fYbivUPBuxAt33NtHmLKEk0MKp28rF/NeUGwRov34Fu2YvfVJI85I0egjwI+ATxJa32F1vpK4EkYa/MC4Kla63/oO2utT2Es1CuAR7ZsKFkQ3ifOES7b4AbYUv9h3Yh16LttI3NF9yPt15878h7Dft68givZWavAdav1gZzz6cc+9QFtsc8a8VBNv1ZSmBch1GFue69101vu2GhxhUpXbsWFbvDbGNFfIlHnXJZwqyb3EeuXcLWKLtqEmzZ5o+7YWscYOQK9C3CJtr6VHUm+rXv5Bn+A1vpG4G8xFutkKPG1V1/9uYPXz3Pk6ewrfxUWYGLLcxJR0uQ/hFZrcW5EcBwwl/9PhEQnRiweGu0/ljAqY6Klc2XbYucxf+0ccn3FCw69JtuxjxkjR6A51oq1N0WWJctTdNmmrLL++NC/0PK0+/fTaKs9YnmKc6X2FLtSFdYX30+qn+Ru9i1UZ9pUWop9rExFm09bmYdg6PC6b7e17xqLPvV/nOh/vwErdCpRUbR/wp07Slgk9EsaDt57qLm/aI3lGkCv93acXbiXAQ9Sah2lV0qdhnHfAlzoD1BKnY4RE13RsqEil63paD1NkKc4V4TYYm4Pcb400aXctrl26b6ezhhpnlIyLjyWzvm0j7WkqGxTMHQc3LdzQsvnXfB92DSJ2ktNRKIplJJosuBCyTlQ2FOtSjeYa4yn74ghR6B/BdwZeL5S6nZKqXOB52Pcs68EnqOUOq/v3BHtc4A7ABfXbESTiXcODYVfnBryjG4qQn4Zl04257TB8iwlTymFRh57EBwbLOdkzidsjvSmEAwtRGij3dre/ec41lOQS21x4BFDkeVTaIlaL4rmKu7nIZrmIoxLhp4EazQJ0Ro9Hi7cXCGFZwE/gFHd/ph1/IPAE4D3Au9RSr0Z+CLG8rwr5tf3H1s2lCzHtwnijBFjrk/O9VJytSqSXaXlaWEK8nQnzFiXWeHQNizFbZzod08m0yKfTlI3xm9LpbFQsPZ6zCRpLX6f/nvvVyqKwe7f/U6yhRZix6199L/10SkuplHuG3nfQDp1xd+D9L79/j5m7n6dAkkLVGt9OUZN+xZAYb61fwk8Vmt9FXARJg/0Ud3z87rXP6q1fsekO42Rp40YeZZMHyPPWB+pvcbyTJFnDSb+ko5z3dYiNsdRI6zDgNrPfIoLmQld+RFXroMSa6bWCg2WqLdES4VFSVdxzqKMNWXcvUUuXXFiBhf0UY6BZkv5aa3fDlyolDoJHHQq3L7tjUqpewLfhrE8Pwn8hdb6M9U70RbpRWKd5uXMLc/IHFXkqYUx0jz9sdx6w7GI+nDjsc2xJ8qS9aae++gge7uwYrSMqRknW65VJf489BeEuVJ/tUUWUtZbrSVqXuaLLYhzW+smrdaMJWo+o7JCCmIJwGOK4lq4WusbIse/CPxBy+JKqcE1vHfyzuZgaS3bXZBnZP0qta0wl0SeDkpjpi3HnFhHH++MXNkLyMeptikYyuPwKnBL0EpwreNr3Lrj1pzMlZtaYwyJpjAFiUJZ/VxvzmSbvUbJ+0m5dMPOZRb/IcfI6sTjoLV+sdb6Aq31Beq025SrbHdFnlLcMUuOOcu0vPh9Mu6Z6ZdD3nUrCIuimEowNNbCPMpkuQ1sylvQmhZTgIgrt6rAQg4F54fUb7BJWJSaY7UqV/JmXLBJha4wPhXWOg4u3J0SqAiLIJP/fOufG83vlMaAm6aSJGTLmlyF/cVUFHudseRpv0fpmLC/eAxmWuEQ2NbcAfmT3dQu3fpxR9v63BTGCMFSY+tFY0UVihJoyg+1flej01sKvFJ+9bXg95q6yC7tmzjn9e9nVEH6Y4TJ7weqlHoGJo1Fa61/ZLKJW/5BtVeaObetM3WkPbdOpr3U8swidlKQ1mwQBMXJaFvxzqn7L2hDSoE71ZyVY6Z05ZaO8WOiNbdAMx3jrlfP1erHOp35/b7OEom9+HHPMfsF0PpYxEY3cUPti4CvADRQR6CSeMY6Dkznso30S1bqGJ4WrGVbp/4aJW7bTOwymbJiQRQOSXFPQM75JGyPYpfxzl2NnRtk8ikXEuXIawxBlqa7xNuaBEWl9w6Fae7cUjgmJfRx4qHSWinBkN03FT/12oL9VYqLbGjk89FRwyYI9OUYC7QJpf765uIIfp+Sf3IredqosTyluSqs42IxkbOB1pSS2nhn7PiYeOdRIsAcprDwtrmHGgt1Q4Ki5GSF/ZwhhaKiQuJtyhPN7b3GEq0VF0n7OKaYnEC11r/QOHBa8hT8+unl86Q61vI0h8sVt1nRUGncM4K86zYX+2zB7pW4C2pRa5Xu0q2bd+U6VqjfzyE92QoNkCJRC8XW6ybcuYHid2ISje31iGMTFuh4jHHZBmMqXbsbctuaw2W5nrHjWZKPkWep69bfu9BeVnVorGBoCqu3FNtca45oceOWzjN2XLxtUleujwISTblNW3NEnfkaLVFxX/36gjs3WNNqD/YukajV7sA3iI4o5qnC7TFSPFPSp0Q91uy2jU9Yvl6N61dC85d408SxSfXtUSe9w47SNJZcm4WSYvMp7MoN2fr7TOlEKlFz7jrOilsJ87JABWEMHE3LM5g7547NiYZyrtsq4ZB8oprO+hwT72zD0UphabP2ZCFR65qbdOs2xEKTHSd25ULcouzacjVzIWK92m2BxbgZYVHwPjKWqPnsBCvbx2KBGiilHqaU+s9Kqb9QSr1UKfWtmf7/Rin1mik2WFzTtpI84wsWkKfTPWchNipu7TkqRENVNwsuSV+ZpOZtDWrJ9SgR41SYIuVnis91E/+bqcIABqUpXDk9QRFaCaU0T9Trm13fz+fMzVWjK+lcuEe9kELWAlVK/QfgF/uX3d8fUkr9NfCDWutPC8O+EnhY045KYp5QZlXWWp4xlLhtK+asiXs6yLiMS2rdTiMc2la8c9fkuOv1544pxUJtKS7pWGhCUASTprZAPB4KhXdvcdbKiHxstFqiwryjxUX+vo44khaoUuphwC8BK+ClwE8Avw18CfgW4C1KqS+fZivrxFunshCEZGC7M6d021rCnrxbNr1WcKVYo7gdPodVletWRKtwyJ5ip/mdtfMspJfC9hXUqfE13obCtVMXiFPHQ1O/vcK2VDWhVCW2Wks0VRVJ6juqctExQs4C/QlAA9+vtf7j/qBS6pnA72NudfZ6pdSjtNbv38gOC69imovC+/PUWpWVfcaKfopcGjWu29hnUuTa2nVKykKW80NtbHQ80rHQwnhqiyo3aIunkRTniI5BxrpMojYf1l8rnLCpwtlhQ+4TewjwHps8AbTWnwIeg7FK7wi8Vil137GbabE8o3VtU9ap3eZZns56wj7KrNO6GrfZYgkxd+4wxwG5WrdlrtteUFRLngfC69zzktfToKzs4II2jI1R11id8e9SvE6u19e50PbmSF1YxnQGHlIXuLnC685aKW+XjpxrvH0O/a15spZoqr9kiUaNBqt97GPGyBHolwGXSg1a6wOt9Y8CzwPOBV6tlLrfJLtKuRgaPtDoF7dSMBQbGyVPp3u55Rnb75SpMqV9xrtvSzGFWGghxGmxi89zA27dFKZw+fouzUSIJXVhnCTfZFs5iYqo7Z8RFx0n5Fy4VwE3T3XQWj9FKXUK+GkMiT561I5SRFYS70z1KyHJ2jzPGsuzdM5c39jVcGQ+8T6fMYyuOLSteGehenIh1UKUulZL+o1NeWlDICiCsjJ/jaktQHWlolxbsbBoyhSXlv6SuMiBLvRkHW7kLNCPAQ/KTaK1/hngN4HbAH8N3Lt6J73JP7xuIM+c21YYE3XJ2ltLuZLlAfLYEkIU9lBNniWuW2edFpdt7nlN24LpMdXFT8mxKdJmSttT4YKKC6aUOzV14k9d9MZCPX6bL7oZY4lOJSxq6V9iqU7xmDFyBPpG4PZKqQtzE2mtfx74DeDWwAWjdlVKnsn9xL+gtWsWrRdx3cp9C/a2SbdINXm2YEq150K2Rw81/9MteDWmiodu4ndbQbC5sVsn0SOOHIH+OSb386dKJtNa/1vgGazzRetRalHWCIaEMUkx0CrSJxf3jM3v70OaQ9elrOSsT60P4mkrEvRBwn1banGWYiHI7UD+XDfj1h4rEJsuxaVJUCT2tdtSVmGcRJPioNS5LkNso4VFqcyAFhINPh+N5mCSx5yRi4G+HpPvWXyZobX+RaXUW4FzqneTdKs0WJ6RuUdXtygQDcX7l69dvc/oe69Toc79S7sANpEOsnuMeU+Jsali84n0jdLUFjNN/CbcqTSV4ru3iGsm5s3FRCvX8j+notSbYxADTRKo1voU8OraSbXWr6jfStx3X1qar1owZLflrvCEeUeJhkosZhuDVVzpMqoomCBj0/HOFmu0NFZXO8fxQV1d3FZiy4mJasVF9uv02KrcUJscPLKNVimCceKgXF3ZgtzSoH2EsCi6lrUXqb9ZTvoMNLv4jSmlzgLuC9wdOBtj/H0OeLfW+gNTrze6mLxS6tnARVrr8yfYTzreGSOyVPwyZXmWioakNTdMntVx0hLhkAPZzdWWtjI1QY7pPxWOK8FOqcadAql1Kkg0VeYvGFhhsVqklCqyECBjEbrzVlqijoK27qbcWcvSI+l+zK6hlPo64GkYj+mJSJ/LgOcDz+2Mw9GY4nZmtwXuNsE8aWuqMSeraL4YcVUKkapK7FFInjGUWtgidpmeMhbl1ufiit42WrwHU8bDN/P/Di5Ia+KhTlv8Qj9XDi93TtiqsKh8oYkeaSilfg4jeP024HSMBqd/nALeBVwLnIcRur5FKXVu45tyMAWBTo7gyxQT+aTk4ClBzwjydKTiMZm1N6dUgSiGmOjAqTYUG2sLhzxRUEl8tJxwNuWu3Za4aCHWemwyxWWMIrdivZygyDnnJFS5PoLwjyfwqxAHBW2FgqSgfRPCosT8IfT6HDT2kYBS6puBXwf+EfhVzE1M7gN8O/B/Mdbo64BbAQ8HXgU8AHilUmq0B3aWBOpgpOWZdNuWkGchat0Y1Wk2NkbutQxTK28XLChFrWI3juCicCphy8i0t+i0G0wLyZJo0L9gL7tPY/lpzBficVrrX9ZaX6y1/nut9Z9rrR8HvAT4SeD+WuvXa62/FXgBcD/gSWMXnw+B6nLLExIElLoyarE8BwswfneVTcc9SwomRBF8HlPGPn2MsSCnJebj4b4d9x63VyN403Hw9Pzp70LCPeundo1x5ca8Ul6bWSfh6s2NzVqWAokmzilZS1RYozvIuujF2EcSDwbeprV+XaT92RhX7ndZx34O+ALwz3KT5zAFgV4FXDbBPGukci5zbtvhaYPbtmZ/0vgRIqDa+GmwpaKcz6ljn1O6axfMH+Xx57a5Uu3TWaVJV25uaIpEU67cHCpIVBxbcU4LjIGwQ/pcmtvPgK0Q6NnAJxPtfdvt+gNa6+uBNwBfVfAmkhhNoFrrn9Va333sPFHkvjglKLU8xyhuC/bYct+86nJ9pS6qJutz16Q35Qn8uGAXn8/UF2ot/TNW6Igi8lOU+jPLtLuBq0VFufNOrUiycMwWcDnwAKVUrHjPg7u/n/WOXwOcOXbx+bhw0eMszzGCIR+15Om4eoWrNWn+Ma5bC8mbZFe7bn2UtuWuFFuu+HdJjAspb96N29Jng1ZphSs3QNLlepD8HVcpc4WxxbdB6/c5QliU2683GCOAneKRxKswWSDPUV7VC6XUHTFpKxr4G2/cHYHP5CbPYbQKaWOIxQy9tiRKybPS8ixG6j3E9lKCnQTudxfPXHBccUBdrmm6f754RO169uSruhtSO0Mrbqi9WmVuZF03d23FInFOcczWCik8E/g+4CnAtyulXouxNr8ck9ZyJnCx1vrV/QCl1M0wN0l57djF50mgpeSZujoqVbmOddvWioZi+03FT0pct0mUWp9TCIkSaxf3GeeqPR4CohrEiaGuIlHN/CVkNEUfv72CRFMFEyAkRe+2Z0Bbqb/+95wqsmC1B+X+grnbCy2YlwKJ2vuLFE8QqxY52PzvUGv9caXUY4GXAed3D826Hvvrge/xhp3f9X/52PXnR6AN5NmUqpLsV3hnlVryLLQ2q8QHwyDPfTugND46lQt26ljW1GMXch2HEVbaRghz5Jq5CkU1lmWiSlF+qPnNFtfM3TSJypusr4e7BWit36KUugfw3ZiY51nAp4HXaK191y1a6/cA/2KKtedFoI2Wp4NS92ZDvyLFbSFiY5Jxz7HCoWJMHc8c03/B4cAmrdDaMXVWadYSTfRN3oDbH1pT6k9o37klKr4nmUR1dzeWbUFrfQPwh91ja9j95YOAGsuzJIez71vWb2SuZ4H1masoIqLUdVtofW5GeTuFqGNR2tZh/GdTnw+6aa9Bi1iozsXfnBsK4W8pl9oSEwb27c7QtN4jpwepug2av1cKvG8RYZFsEBxM9JgvZkegzYKh1JzFrtM68kzO1VTNaErXbWLIrAizFYv79uhgG/+XGXtKciTnofrckjtn5Uh0gnPwUcVsCFSj85ZnjNTstpzlOaHitjjuWRIrTdTPbHPdbjv2WTNvy3xlGO82WkjWxa4+j9x3b1qrtDpVpcYKhXRqi7hchZdKOMfkxI7Vlqh0TkqeJ7dWiSgKpdQdlFK/rZT6kFLqOqXUZ5RSf97Vz50EsyFQBykCybltwekr9vP6pizPUZWGPGz0tj9bT21ZiGaBj22738dZlfmLrTpXboCa32RpKKefumDu6vNNrTtXGGM1sA0CVUpdqpT6NeH4fYG/A34ck9JyErgN8FjgVUqpn8m/uTzmSaA2GgVDTYUSUpjadZuyPtcNZdZnsGZr7HOMa3eX7twFeczp82/dy6Zi7NP0z6aVpVLVpPlGxkPF9ae2RIUxW8ZXYooiDOiqEv0hcC7wFuA7ga8ALgSei2H3ZymlHjB28dmqcIG4y9ZrK7Y8g35xt22x4rYwZaXIdZtAU86nP0ezu3YT5FhqrVScwGZFEkcdB8jKVul4ybH+f1ehno3O05gXCozJDQXyqtxAGZtW5maVtQXKXIinx4hrtKa4BNjZ7/FbgHsD7wC+ybp59geBNyulPg78JvBk4IljFpqPBVpoCGan2aLoaHLXbWm/ydNWarEtQl2wYPOovuVZba3cXP+MMjfAptvNpryXtcKincZAv7HbwL+3yNPGczFF5r+pZXIb8yFQG1sQDNXWuBXb+uOJmpXp+Ua6br29B67bZMH4TblyS8aMtaYXsp0abdb7Nv4PLd+d3JiCOXTq9yL0rbmoLYl31oiC/POP197PkWufxJ3rYGcEem739++kRm1OqO8G7twyuY35EWiueHELUnO0KG5b15oau409dDgsZHZY9jlHTPHZTfn5t16QjR1jYdNW6BSoJFERLcKi3eOa7u+XEn2uZl3urxnzioGWPZ78xwAAB35JREFU1raFphJ9pmlkjVu/bYq4Z0nKCpQLhzy0xz7T87bNNxYLEW4K09TFhbLYZaxf6djcXPWxUKCu2HymzN8u4qGAGxP195Sbw28X54hULHJ7scXf6j2UUk+wXt+m+3se8L7ImDtj7mU9CvMi0A7NgiG/bzBvYa5nqYK3VAVcOF8SNbmcxQXjc6gl14XcdoMxhLWttXexRm5cpr2mxF/fH+pESBOTaID+/FJZ8g8s4ZFYTD4nLNoqgX5D9+ihug08CoFAlbnCuJfUVotZEuhk2KY7dcGCBTPHNsh+gcFnXnWK5992osnOUEpdYr1+sdb6xd3z30uMi/2zHwucA7x17MaU1vPwaSulPgN8bNf7aMBtCe92vmCBj+V7sqAEh/l7cp7W+st2vYkclFJfg7kJ9zu11h8dNddcCPSwQil1idb6gl3vY8G8sXxPFpRg+Z4cLsxPhbtgwYIFCxYcAiwEumDBggULFjTgaIuItoMX57ssWLB8TxYUYfmebBhKqWcAdwC01vpHRs21xEAXLFiwYMFxgVLq7zHF5bXWepQse7FAFyxYsGDBccLLMRboaCwW6IIFCxYsWNCAYysiUkqdUEo9Sin1HKXUm5VSVyilblRKXa6UeplS6uEj5r6zUup5Sqn3d3dCv14p9UGl1O8opb48MuajSikde71gN1BKfb9S6mKl1BeVUtcopS5RSv24StVLm3C+5Xsxb2zqPLKcQw4Hjq0FqpT6ZuCvupdXAn8LXIu5j9x9u+O/qrX+pcp5HwC8BrgV8IluXoALgDthCh0/Rmv9Rm/cRzGJyEp6vWD7UEq9AHPPwOuBVwM3YcqD3QLjBvoeXX6j1qb5lu/FvLGJ88hyDjlE0FofywfwSOBlwEOFtn8KnMLUU3xE5bxv7Ma9GDhhHT8BvKRre6cw7qPm3yG/Xh5b/378k+5/dQVwT+v4ucClXdtTNj3f8r2Y92MT55HlHHJ4HjvfwFwfwO92X9SXVIw5oxujgdsL7Xe02s/02pYv/4wewCXd/+kJQtvDLDLc2+R8y/ficD9qzyPLOWRr/5c3AafGznNsY6AFeHv3t+amqweYK06Q7zXX+8uvBa5r3NeCDUMpdWfgQcCNwB/77Vrr1wGXA7cHvn7b8y04VKg9jyznkO1htGt7IdA47tn9vaJ0gNb6JkxsC+BXlFIn+rbu+a91L1+iu8ugBbPEA7q/79Vax05Sb/P6bnO+BYcHVeeR5RxyuLDkgQpQSt0e+OHu5Z9UDn8y8ErgicBjrdvwPBi4NfBc4Of8QVrru6VeL9gq7t79Td0d6DKv70bmW74XhxcjziPLOaQQSqmLGoeeM8X6C4F6UEqdBvx34JbAq7XWr6gZr7X+sFLqQuC/Ye47Z7tuLgFe311lLpgvzur+Xpvoc0339xY7mG/BzDHmPLKcQ6rwMtZu7Rr0N90ehYVAQ/wOJrXg48AP1A7uvvh/CnwJ+E7gDZh/1jcAzwH+RCn1y1rrp0+24wVTo4+NTOUim3q+BfNH83lkOYdUof9Nvb5y3ANZX9g240gTqFLqNzE3qLXxWa31z0b6Pxf4EUw+16O01ldWrncr4M+AmwMXaq0/bDX/L6XUe4F3Ab+olPofWusP1sy/YGu4uvub+oH1bVcn+mxqvgUzxpjzyHIOqcYHgHsB/1Jr/ZHSQUqpNwFfO3bxoy4iejzwQ97j8VJHpdRzgH8NfAbzpW/5Yn4b8GXAm70vPgBa6w8Bb8FcuDy8Yf4F28FHu7/nJfrcxeu7zfkWzBQTnEeWc0gd+vjwA3ex+JEmUK313bTWynvcze+nlPoN4KnAVcC3aK0vbVzyrt3fLyb6fKH7O0kQe8FG0Kce3EcpdbNInwd7fbc534IZYqLzyHIOqcPbMO7tB+c6epikOtORJtASKKWehVG0fR7zpX/niOk+2f19kC0/t9Y6gckHBCh2NyzYLrTWHwf+Djgd+B6/XSn1MIyw40pMQvZW51swP0x4HlnOIXV4JUaV/IHKcf8KU0VqHHZdEWKXD+BXMUHozwMPqhj3TOB9wDO947fDKC018HzgpNV2Enhh1/Y54Ja7fv/LI/k/fjzr6kD38P7H70UovRf7XrTOtzwOx6PlPLKcQ47G40iLiFJQSn0H8LTu5YeAn1RKtOrfp7V+lnfsDpgbsjr3lNNaf1op9WRMvcofB75bKfW3GHfBg7r+N2AC3ikXzYIdQ2v9MqXUCzFXqu9WSv016+LvZ2OEHs/3honfixHzLZg5RpxHlnPIEcCxJVDc+MEF3UPC6wCfQKPQWv+eUurdwE8BDwUe3TVdjvlR/JZuj7Eu2CK01k9WSv0/zInsYcA+xmp4KfBCrfVql/MtmAUmP48s55BpoZR6NnCR1vr8yefuXAMLFixYsGDBkYNS6r9gbuKwP/Xcx15EtGDBggULFrRgIdAFCxYsWLCgAQuBLliwYMGCBQ1YCHTBggULFhxlXMX6bkeTYhERLViwYMGCBQ1YLNAFCxYsWLCgAQuBLliwYMGCBQ1YCHTBggULFixowEKgCxYsWLBgQQMWAl2wYMGCBQsa8P8BP43RHw6sOlQAAAAASUVORK5CYII=\n" 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\n" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "mass_profile_plotter = aplt.MassProfilePlotter(\n", " mass_profile=isothermal_mass_profile, grid=grid\n", ")\n", "mass_profile_plotter.figures_2d(\n", " deflections_y=True, deflections_x=True\n", ")" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "Many other lensing quantities are easily plotted with the `MassProfilePltoter`, for example the `convergence` and `magnification`.\n", "\n", "For readers unsure what the plotted quantities below mean, they are described in detail in chapter 1 of\n", "the **HowToLens** Jupyter notebook lectures:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:36.915193Z", "iopub.status.busy": "2022-02-13T14:02:36.914818Z", "iopub.status.idle": "2022-02-13T14:02:37.430894Z", "shell.execute_reply": "2022-02-13T14:02:37.431206Z" } }, "outputs": [ { "data": { "text/plain": "
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\n" 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\n" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "mass_profile_plotter.figures_2d(\n", " convergence=True,\n", " magnification=True,\n", ")" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "In **PyAutoLens**, a `Galaxy` object is a collection of `LightProfile` and `MassProfile` objects at a given redshift.\n", "\n", "The code below creates two galaxies representing the lens and source galaxies shown in the strong lensing diagram above." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:37.434775Z", "iopub.status.busy": "2022-02-13T14:02:37.434368Z", "iopub.status.idle": "2022-02-13T14:02:37.436562Z", "shell.execute_reply": "2022-02-13T14:02:37.436232Z" } }, "outputs": [], "source": [ "lens_galaxy = al.Galaxy(\n", " redshift=0.5, light=sersic_light_profile, mass=isothermal_mass_profile\n", ")\n", "\n", "source_light_profile = al.lp.Exponential(\n", " centre=(0.3, 0.2),\n", " ell_comps=(0.1, 0.0),\n", " intensity=0.1,\n", " effective_radius=0.5\n", ")\n", "\n", "source_galaxy = al.Galaxy(redshift=1.0, light=source_light_profile)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "We can use a `GalaxyPlotter` to plot the properties of the lens and source galaxies." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:37.439516Z", "iopub.status.busy": "2022-02-13T14:02:37.439122Z", "iopub.status.idle": "2022-02-13T14:02:38.281752Z", "shell.execute_reply": "2022-02-13T14:02:38.282043Z" } }, "outputs": [ { "data": { "text/plain": "
", "image/png": 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\n" 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\n" 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\n" 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\n" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "lens_galaxy_plotter = aplt.GalaxyPlotter(galaxy=lens_galaxy, grid=grid)\n", "lens_galaxy_plotter.figures_2d(image=True, deflections_y=True, deflections_x=True)\n", "\n", "source_galaxy_plotter = aplt.GalaxyPlotter(galaxy=source_galaxy, grid=grid)\n", "source_galaxy_plotter.figures_2d(image=True)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "The geometry of the strong lens system depends on the cosmological distances between the Earth, the lens galaxy and\n", "the source galaxy. It therefore depends on the redshifts of the `Galaxy` objects.\n", "\n", "By passing these `Galaxy` objects to a `Tracer`, **PyAutoLens** uses these galaxy redshifts and a cosmological model\n", "to create the appropriate strong lens system." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:38.285315Z", "iopub.status.busy": "2022-02-13T14:02:38.284943Z", "iopub.status.idle": "2022-02-13T14:02:38.508308Z", "shell.execute_reply": "2022-02-13T14:02:38.508620Z" } }, "outputs": [ { "data": { "text/plain": "
", "image/png": 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FlwHvA77YOWcAROSLgZcDLwA+LZIngHOuFJGvAj4VeOn6T7nH2cDNQJ4nGf49baxKNKuQxfIqbb2mo5PCTaxGhev732FBLEKgTwZeG8kTKpJ8I/C38KHbBpxzYxH5Q+AT13amPc4IzgZxLkeai6x7XKS66jbHjVkX9mnnu8w2yyjTk1KkvRrtsV4sQqDzuhBNW953L7rhsG4iOE7iXOd6xx3uPcp+1hHaXHRfyxDQMsSxGpkeTZHexOrwJNCHcCu8B3i+iOgkhJvhw7cALwL+a7qBiAzwZqL713iuPU4Vp0ue61Wcp6VIT1u9L5uvXFRxrmO9dP3lFOnR8qMnqURvJsIW0Dd+GYtaYJ1fB54EvEpE7hCRO4FXAXcDvwZ8j4g8Na4sIhr4HuAJwO/M2rGIfJGI/G8R+d/eyNvj7EGzXlW13P4EvQB5aubve5nlXeu0l3etN22dZfe5jr9F3uOq72eR/S5y/GlY7ney2G9k3rFOAid5rFNGzIEe10/5jGARBfpdwGfhXbdflIy/Hfhs4C3Am0Xk94EreOX5FPzt1r+ZtWPn3I8APwIgckcf8j1zON1f7/r60s67WK+67TLrLLPeOtB1rGXCqfNU5SJq9qTW8ThaWHeR992jRxOLNJO/T0ReCvwA8EKgBH4D+DLn3KMi8krgl/Bu3Yj9sPyP137GPU4IJ0Fek1hPjvMopDhLPa26z1XWWyciKSxy7HnrzlreJp/2Ol3kpOcsX3Qdj+sjrHsTkHWfA63hnHsT8CIRGQLGOVcmy35PRD4Q+Bt45fl+vGv34eM44R4ngdNRnouR53EQ53GR5lHCiotg0QvwMmp0HlnNuvjPI4ZFlq/HnHQ0Ij0JEj3J45wSboIc6FL3CM650ZTxK8DPrOWMepwyzqryXJU410maqxLtoussi2X3mV6s5ynMrnWmLZulPFcl4WnL0/Xmk8/qRNqTaI/5uAlEdo/FcPLEeTTSnLV8mfF1EexxqdF1wcw5h0VCs9MI9TSIdpHlNVbLj55UqPUGJNG+kUKPHsvitE0yy46fJqEuu94iOEo5ySqh2Vnjqxxj1dDu4mr07IZ0bzAS7Ql0dYjId+DLWJxz7guO4xg91oV1/MpPSnUeBzmue2zW+KLLV8Uy4c9p60y7kE9TsF3j08bax190PF12NKPR0UK6s/d9dNwE5qIbDMelQF8JPBvfjagn0DOLk71FXD95HoVQ17XOrPOYt2yV9bowL5c4bb15RDZvLI4vOrbo9vPGu/azyLY1rs/eutcZehPRyvhPeAXa40zirOU7Tyocu8o6q5LqrHGPdde5rk4I8/Kjs9ZbVoHOIudp46vmR4/DqXtSSvQ6J/c+hLs6nHPfdBz77bEOnCx5njxxLkt4x0OgM9+3HM+VpXFMN510Jgmj64K9CKm21+kyFU0jznWo37jsaCaj1Q1GPYnOxCJ97q5z9CaimwpnLd+5zP6PW00enUg73+9Mslw3kSYX3PZxE0LtVl6LEFz7oj5tm/Y6s14fdWzacRfZrkZPoj1WQU+gNw1OjjzXpzpPkiQXW2/ivU0Q5JT3JzNux4+iSBtKs+MYznYcw2/TrVjnhTWXvah3qdRVVeu09drLVsudrh7S7Ul0AkKfA00hIi/B98R9En6WlZ93zv3qjPW/Hvhrzrl+Uu1Tx81Inkcny8WJs0t5dpDZAkQpC6zjUtKctn5cJz2PSKZdJBT342pydVOJbJHXiyzrWj5tnWWNRuu6AVgEPYl2wR1PpuJMYSECFZF/BnxLfBkeP0dE/gfw95xzD3Vs9kHAS458hj2OiLNMnquMrZs0FyDMWWSZElQHmXUS4iw1ugBk1vadijOQboskPVTHdi2FmqjT6eosVZazVOc8Bbroa5Lx9ZJor0R7LIq5BBqU5z/Bf3s/AbwJeBbwOcAnAW8QkZc55+45xvPssRKOSp5niTjbr5clztnbLkSYU8hygiTbBKe6CU/Uem7RnZ0RxrWeGEXUBLm6TqNR2EelVqlvmQFJ5kxabPqkZYiVFV5PG5s1HpetOy86P0x8NFxHJNqHcCt8Bf5/5e86514TB0XkO4H/ALwUeF0g0b88ntPssTxOJn6yWsh2ERyHslxGbc4mzgZpziHMTqKcQqqrQJSqiDKFs6Z5nNYq6eWtQYbO1O/JWRrEkKjYplJrh227CG9eqHeZMG4Xmawz1OvR14seAb0LF4CPAd6ckieAc+5BEflrwA8Dnw/8loh8knPuzcdwnj2WwvErz/XkOpcJ107bdnnSrM69S2kuSpYJMTUIcoI81dRljfWWDOs6N0mYQINIhQzXJtbkdapcxaa50kShNsK+bRUbQr0V+7bzpvOIZ93qdNrYrPOZrxqXD+kep1I8bpXbYxksQqC3A7/TtcD5GNDfF5E94CuB3wgk+qdrPMceS+Fkwrbr3++6VGb6fBHy7CDHZYmzMTZdjc4kySUVqUzhT9faTUNlWts8n2o8UarWVu+1Wp4Sab0z6puOOLaoKqVjbJ3qdJmx48J1FG49DvSNFCo8CmzPWsE591UiUgJfjSfRl6/j5Hosi7OoPJdRmbOWLUuWHSHaNmlOU5sLkGWXsmwQ5IpKdCU0VKdHpTx1vVx0S7nGdVL1Gca8Og3vKy53FkTXhBpzqFGBduRKF8uTwvyQ76pqdL1K9OwYi846QQuoPgcKcC/w/HkrOef+kYgY4GuA/wG844jn1mMpnCZ5rhqyXZZIFx+bmdfsUppzSLMiwC5FOYNUJ8bT4zeGFrvYONtBSZqm6QeaOdGKFC1CojS1wjlbn19QqM7aRl61OmKM3kZDUiTTCmmINzxURNoO0cJk2DaOxTe1alnMImUy7bFp2zdx9sK5Z5lEb3wsQqC/B3yUiLzIOfd7s1Z0zn2diFjg64AXrOMEeyyC01aei+xz3uuu8WVJdE6YdlqIVlRCglOUZltlzlKi6VgMh3YR5ApKdIJ7K6IMF/ZAsKIT1ZiSYtwmjpEQZfx4wh7bwrJB3dbvW0TX49F81BHenSTSaSHeZRTooiS6zNis8VVxExKd9HWgEf8VH5r9h3gynQnn3DeISAH8Y5aJ4PRYEUf5lS627XLKc1XVuRpZToRqZ5BmgzAhKMsOwpxFlm2SbBNka7yxbsQCinQmugxEMUwLTeNQWFca5qFAss7W61pbbxvCvo2Qr7VNU5K1lQmpDvEGEndmanhXiKFf3ZEnjViUSJcJ8S4zFsevByV6Rsm5z4FWeB2+3nOKbWESzrlvEZE/AG5Z9cR6LILj/4UejTyXXb7afmcqzgXVZqfS7FChixJnV8i3TZQTxLow1KS7Vtfh06ZxqNqkPi4xpKvqapVqWfLaWkR8mJcQ0hVVH1uUrg1I0XzUVqWkO5x2oW8r0lnqch7WSShnlJwmcEbPs8+BgnOuBH5j2R07535lpTPqsSBuNOW5jNqcEaqdlt9MSXOO2ozjnWTZRZTTyHOKqWiW2WhRNBRllzHIdSjSRE1Wjy2F6qzzJJhsJ9Y2lCnKThqQKkWqKuLF2RaR1rlTMIkaPUqoapHwbrpsmbH2viaxnLFo2jHWgTNKojc4+mbyPSZwdKftImHa9PU08pxOqlPDtasQZ0uBpgTYJs2GsuwizCnh30ZItytkuyiRRuKKyjGQnX+RkBzJ8jgWyNJJVJA1ETbHYry1JsFoKnLg86ZiawNSLI+x9Tr+XKfkT6scae3mrYloXn50XinMomajZbBOEr2JsGqA5TpCT6DXHY4atl0wHLrwtvOUZ9f4ImqzvW2X6pyS55yS44xEJzqbGKueR9IMYzNJs02YbSU6g0Qb4wlEJsNeziX0Ez+eJOdJW4GqWpVK5YoNROksIrUibRBn2N6JDSo0EF00BkWyTInU2ob5qE22lXM3vpfGGyPZsE2iKbqIdVYudF6oeNrraWOzxuNbWFaJ3uAqtM+B9jh7OC3yPErIdlniXCRcqydJEzoV51S1mRCmX18mCTMQbUqWDVKUydfxeUWE80xFCxiIOjNJUU12GIYqQ5BzzZBuNV6PifVKsr0e6Vj6WpT/+KMBySbrSQjvxm2CIvW7NUlot11LqogX//lh3VmEOY9coZtEWWCsa9smehK9+dAT6E2DoyjPZfc9b1+LLp+hOqvX8flq5FmpzZQspxGpqMWIc15ONDFXdCnOWajVaAxVx1iupTIXBUOR+BXCNj7s6kkzbEIYRuEo/WDViKgek3r3EwYkR1Ndik3Ur1K1GUnp6rk/rXYNaXxP8y7+XeQ5K4y7SNnLMrgeSPSMoA/h9jg7WCfBNbE+5blKmLZr2ZxwbYfqbOc4J8K0bdKcRpI6q/cT9xEJs6FEO/YhqiJHEUGUVASd1oGKdvHUGojjXXCmSbSVYEzGnXVViUr16BwSjEFuQmXWClVUGdZP1KbOmuozVaWmBHQwGLl6WfyLLB3yrC6oX6JzF3z5i2sRqYPKZDS1m9EiId1FSJQZr6eNtfczidMn0TNAzELvwu1xVnAa5LnIvpbJd87ObXaqzinu2mkGoYoo02VZTYwTajPLapXYJtBZpEmTXFHSSZiiXS1GdTPXqHQdepXk+Sw4UzOuTZ674IR1RrDBAOSMqglVh3Wcg0h2mgYpulimEl9LeB7NQkG91vnRUBNaqdI611zlSa1Xu04FlapUTaRQ5Uhj7jR5Q35/SROGboPRLPJchFCPgjNAUj1OHT2B3tBYlXiPW3lOf5ylOv3T3I8lqrPTHJQQp99OmsQZl0mLdFPirEhV10qzgzAjaeo8dgFyiDIobWty1EF16bLx2j8vWQQCYPw5KVN/zi6MYTTOqIpcnVWBVGtCBbBlVKIJoZoStPbE55wvazGlD8PZskmkgDNl5eKtjEh45VuFdpXClWXTtUvLOwQz3Lr1it1qdBFnbtfYPCV6dGNRr0I52n3/dYKeQM80jk95wjT1OW9sESJdLES7KHFOC9e2FefcUG1LZYq0xuJ+tG6N1YSpMk9OOneTRKmNJ0htKlJ0usTpEqsLAKwusQlhmjAeUapJMs1s/W+qTV49VxWZxsccMRmZySqideNhPBBm7Mds4d+fKaRSqc5mwXTkaoNQJGmT1YYjG84vKs00vJuMxdBu1XghDe1G4oXasRtNRuE3MBnWDT+BhZrUz3Lyps+nOXKnhXN7El0YQp8D7XHj4mimoYhZxJqOzQvjdiBRndXrGeQJzCXPCTetzmarzUCkSqtKaUaVqfLpxBlJE6AcHACeOCNZRpJMybOLOCNG4TGzGeR+f9rkkPuxSKrKlCiTVUQKtbLDaLQ2NSmGzz5Vp846LN4961WkJ06vVAnh2iwoUQVaBSWamoyahiPfHldVHFgZjap1I/Ga8Eizm5FbrzKcvd687Y6bkM6AalwnegLtcXpYZ/i1idWUZ/v1MSnPRcK1U1RnVI4VWUYzkSTPAVFZRZoxrxnXk4QsVR44WDt0XjTJcjCqiDKSZBEeR/lBRYhlvh/eQ4FSnjAzXZCrAg1kYWxHxh2ff43CDarnpfWfS2FzDgJ5WpuDzRGbo01eqdZhsYk2eSBWT67ZeMPvaDz04d+gTp1VmELjjFemMdTrTMh/mrI2H8XnOgNThlLOslakpvRfsyrr8heVKNGWGiUL3/U0NerMEkq0KxfaXtb1HJoktqgS7VovnGdYdnqNFm4wUj5j6An0TOKkyXORfS2S82yPdZNmfN5pFGr3rl2EPJPc51TFGQkyhm0j4SZqU8SHaKMBSOcOURY98OpSBqNKYZrBQRWOHeU1cRpd4FRREeYgkGWmCvJAkpkq0Co+r4lTq+kkamxKoIPqdWnzilxLm1PYnNLkHAZCjUQ+LDYrtZoF5at1iYw3vDoN+xaVVblTo3RQpeCceJIM5iIHkD53QVaiEMpavVqvVIVyovSlrUb9btKSF+ra1vh76Gy+ANPNRauUyszDcZLSDRLKFUDd+HOJ9AR65nB8mffFy1VWVZ6LK9SaPDvyndEZG1SJZJOlJZLVBClZkrPsUp3SHtPVWFScKlMJaYbw7KCo1KYdHGJ0QRkeo8o0usBlXmUO8n2GgSw39R4Aw2zXv3M1JgtjKhClqDEiIUA7gzwrJCTq3BBnB9jwB1AYP+99aQeMSv/8wGxXStWWW4jNK1U6HBxWylSPN33+NKhSN84RnTWI1GmFNdYbj6QMqtQk84Mmj1GNxvMlOJCtdKrRquY0yyqn7myDUd2IYTESnUem0553vZ6GdeVDbxAc36XszKAn0DOFo/ziZm+7GnkusmyZx6guB/VY1WwgjCW5zoZbNilLaeQ5O8K1jVKUakzX6yZqM4ZpVV7WpBmUZrl5DYDR5rWKLA+HVwEYDK80yFKrMcNsFyUFSo3RgThFXwM1RtQYggKVQKSixijxajCGd2fB2tpAZF2OswOIj8DA7HiStYOKYMtyB+tyRuUOxg4obc7V4iIW2Cu2kHILbXK2R+e8Oh1voEyOGm+gAplm4xxrFLbQmCIL4V3l3brG1KHdSKBVXrODVDUh/Nsi0gBHWZW8UFLXjdqmg9evHGtgUhKNmFXu0rUOM54v8nre+DIkeoOo0JsAPYHeEDi+kG/3ukcgz65jzmiK0JjFpMMklLpr4/Z+vJXn1FkgVqlMQSqnM0zrBocht9lUm2W+j8r2yXTBZrZPLmOG2V6lMjO9h1JjVCBN1BjRu4E8i4owI1nq5HkmZRibfpEzTlO64KQNZGpcjrW5J9SgYl0gUrEDcjXG2QFKCqzLq9BvDPuOgVLl7OENSUNdkI83UbogA8T489Gm/i493ylsaXFa16FdwDkFlD4uq2iGdWPTXKsmTEZVjagov0lKwvUPIByjRWQTvXTD+FwFSmvdeVhVma6C65zwehduj5PF8ZDgyYVtp5Hm7Hxn2hRhaq5zXrg2umnTR60nzEExv5ltWEQZ9KAMatNgN3exIUQbc5mHw6ugCgb5PtuBMLcHj1Xh2IosM0+SondBCrTeI9chrKsP0GLIxLARyHKoLZk4shCbzAR0cMVklW12EmUisYwTSkf4E0onjIymdP5vZIdYm1OYLazLycw2zuzg7ICt4tZKnRZmm9IO2C0uUdqcK6MLYHOyYovtzVqV6vEm2XjDl8UYTXk4wBmFKcSrUetwJvM5UaN96Yu1iCp9dyNRtRoNcGVZlbH434gfmzAYxVlerPEhXVF+N7GXbqt70XJKtItw6Xg+DcvlWU83lHvCpNwTaI8bE/PIelHSbY9PKs7OdbvynWHWlC6jUEN1dpiEqnUTg1DVQWgiXOvQeYlo68kzuGnLYAra37haqc3B8AoA5/PHGWZ7ZGrMMH+soTIl250gTqUKhmpUkaZWjkwcG8FUMVQukGZNmDoh0/R1hAmsEEnUhJ64IwtlfK4tpSs4tIqRGXsi1QeULqMw+5RmD2cHuKBKc3UrqhyTB1Ua1elBsUWpikqVbuHLcDJd+mui0WQQ6ko14AnUOOfJThQiobuRU8EopOoSGKJZSFUlL4QmDyhVh2qNbbyu86J2Si9d/O+q0bkIZivRWWHbLpwkCV3nKvQmQE+gp47TyHvO2s+6lKd/Pq1MZabyTPOa0fRTKdBmntOv2xGuzfOGqzbbsDVxbu6DLrGDQ8rBAcXgoA7TDq94xakKzuWPo9WYzfwxsqgy80crtSl6DyUFw9wT7bbeJxPDUBs2lCWTJlkOFdVzLS55XpNpSpxtEoWaSE1Qnyb5GwVxN7KGkTUYB3vmkNLBoX2cvXJA6TQH5cMYl1MUF1FBmeZBlW4VlxiVO4zKba7m+4xNzig/8KajYpPNwQHKZGQH57zhaDxEhRIYOUzyo1GNFhJypaFmNM4vKjYxFoUTtxbImnnRMF3aJInSkRMFMC0Sjb/JdRmMFnkdx+gYX7a0Zd0kekKk3Idwe5xtrEKe88aOgTzTsG2o62zUdyZO267ylIZRqMpjtgxDgTglH8wO1wbiLDevYXXJwca1KlwrgytkuuC2LrWZP1opzZQ0MykZqnGlMnd0TZpDVZOmlvp1PQYD5RoEmv7B/HCuaf2NrQuPwsj6sX3jME7YN4aRPWBkhV2zT+mEvfIR9swW1uYcjm8Hl6OKWxgGMt0e3VmFdw/KLfaKLUb5AZnN2NFl5d7NDrY9YaohzirKQ40tperR60Oy0jQUxc5Fpqzzp2IRZXFlCExkoZl9WTZJVClcWTTDuRETJJpiERLtUq20ni/yukdfxtLjmHEU9TkdR1eei2yzoPKMy2Kotl3fSTAHpVN/VaFbaRJqGt6V9LHuOkSjCUIzXNtpDsr3QRVs5ftkqqhMQZneQ2e7iIwa5JnpfbQ0Q7QxpxnV5lD5P/BkOos4B4oOFeoaRArTQ7o1gdakObaOcXg+VMLIegLfN0LpHFo8qWbi38NhVQazBeBDvOUOQzuowru5jLkKjG2OsTl64xrDYhOAzGSIMejQkEHnXn74sK72JJd0NBIJnYlE4STUhjpVdTESZQP52toU1upelE6P1gjnxkLTpRyyqyrRHjPRK9Aex4dVyXPVsO0sk9C08aMahtIc56B+nuUThBhrPdOQ7XS1qSAfTLhrda6TcG1RhWtdCNXGcpT9jas4VTAYXuFCMAed33gQJQVZtlsZg1R+uZHbHOgDhmpMJobtrAx5zZokY4h2MKFAm8Q5UDV5RsKMY3lrffDrAROkGuHJtCbNsRUOjX9+YBwjKxwY/9w4uFYKY+vYN8K+GTOyY66Ue5ROuFIM2TNbFGYLNXwAZwcMRndhzTnOF5fYH95CaXMuD25nr9yqzEb5eJN8cK4yGqmDYSOsa5T4khdrcaXyzeqjazotdzFlNSZKqgb4ab1o1aQ+rOfKoluJikbcuHrZXcoSx9Pf/KLlLV0qtGt/7TGP0ytr6W8E1oWeQG8KzCPPZch8tmFIJpaThHGpDT7hedWLNo61phCL7s1GA3hVq05PuKqhOkXVTRBS1Vkq3zXIZd7os5nts6lrxdlw1Sbh2pQ8m6agOjwLdbi2nducFq5N1WZKkgNVkyokKpUmiQaNBgTiDOuPrd/WOCFXUAQFOlDC2AJ4BRqPPbQ+OOoNSf4GYU/KqjzGugGqHBOrd0flDpv5NoUuGAMjWze113iVqMPMMM7kmMKXDtmwDK3xE32HadFi2YuN3z/JPKUCru6li61/O9X8ppFwu4xFnc0WurAqqRyNjG5YEu1zoD2ODyepPucdaxHFOW0/CypP/6TOd3Ypz6rDkJ5UnlVuszvfqQca0Y5smJSmhO5B481rGF2wN7xWhWsvbD5S1XBuhjxnlj/qXbX55WASqsO1m9kuWShFGYbpySL5pXlKrwQ9GcW5sUfWr2ucVCRqHMmjhOf1ssKCEqmIMy4bKCoSiySaAzkCQjV/sVVgMzA4DkOId9fAgYGxhauF3+e1Utgt/di10hPvpdKxbwx7puBKtsehzbmWXWFUXkCZB1CjuxiacwyzXUblDrvZPteyfQ7LLTbyA4bFJsODc2S69J2N2EHlvglDOdK+m1FRl7M4Y6gnNQ9vLuRJ0659/nVZdSrCqVqJMsdYFOpEu3/H68iHtjEvFHwzwMGMCeJvFPQEeuI46dDtrH3MIs+u9fSU5y3yhFp1doRt03Z81Vha3xlMQ5IN6qYIkVSzPCzzBiOVqWAUsujNUZXrLIJRaH/jaqU6t4dXyFTBTv5YZRKq8pyDyyCeONOQrRbDhhqTia2UZyazDT5Q5ya9EoyE5zeKodk4rgPBQq1iB8pXdqiEfAFQ/hPeDop0iJAbhThBF8p3+EmYxw4MTmCcG/ZzR+HgSu5Jc7eEvUCgjxf+cbPwRLtvYFuXjKzhUVVwmF9hz2xxoPdwZpsNfY1BcSvDbJdNvceB2eaKKhjlW2ypks1gMsoAZTT2YBPIw4TfujYYqdKTKHjVmYe5RsPE3UBQqt6hW3UqIhiMsqwK51bGIhISTSbnbjagX9Shm2LRUO5yON0ORT2Ogp5AbwAsnvdcBrPUaHO9ieN3GIb8cDN8m04/FrdpN4EnCfGK1o2aUJUpdN6q6wyN3ovBQR2yDc0QYkP3TI3JQ8hWZOS7BolvtydqPLOtXunSy3N4bgNBhoiiFqnCuLFGMxNPUFpgZKXxOg3XjpXffpDkVgsFY+WV6qYOSlXDQKBQjg1tUcBQHOIEcaBKhQukKw5yo9hRjlJ8v19/bMdACYfGy7RRCO8OVSRsb0AqnWFoLZkY35xBCt/dSI0Zhu5HuhxT2pwDVRDmn/E9dweHiMkQk6GMQqzCFp4CXZjAW3Sc1gyvLGM3ovibCGFdwVbh3KpTkYn1pM0m9ELoWJQ2b4iNF8Lv1mORbkWLENe61jlJHOP59CHcHuvH8ajPxbaZFo5d1DTUPdYoVZFQniK6KlWZqTx15pVnq76zCuFmIUyb59UyFY1CQ1B5ObM8JTZDyEO/2thFaJA/FsK015Bst1KesdVe2mIPoHT+/ZUGjFhKFUnRk0zW6iJUN0OIy+Prenmz7lMYJoahuGwQYrKRNAchj5kFIh0obzqKy3cyw0DBhsAwF5QT8lIhVshGmnysQTm2c4vLLLcNDAcDy6GDy4VjbIWrhVem+wYuhrFLhTccXS3HbGcPUTrh8vhRDsrzFMVFNvQ1NuygDusWl7iS3caezbmgC7TJGQwOyQY7uPEQUcMqpGvF14kCtZkoJb2Y53S2CtdWxGoTVTovnNtZIzorRJtikbBuG9PMQ93b3JAqtCfQHmcd65kYG5Yj6Wb4trF9bJIAE4ahdKwqUxGVqMrEUBQvpHFZcNrGuTpFW1SYnzNOMWZ1STHwdZ0x3xmnEhtmvuG7Cj1pK+XZQiROa3OvZt3k51IayMRiELRyQZWSEGmtUDPxE2KnId/UaERYFlXpyNbL6xyoVEakOFY6T7rRLOT3FV4rQDnyQMQCiBUoJSg5hRghVw4yf7xx5kIdacjhinfzDpR38YJ/n16ROvbUGLKrWJvj8ss4s8MgfwwAYwcc5FuUsQmDKn2Tel0iA1DjMAG41TgrXrnrDCeh1CV0LyIoUXEKF5WmUw0lGo1FzoXl1KUunohNfYOXlLd0981tP18EpxHK7XFW0BPoiWEdKrKJo8+wMssYxJTHxDAETdNQ0mFonmGoapDQ7iyUDRLzUF49xq5C2RBEW7KNcWUW6lKeVdN3vUemCrJkOrFqCrEWnB1QAjbMkGKcfw9aajU6K7wbG8I3Ps1Wc/gsvK4f69wqENr9SdWQodnBSKqxLe1fRyU6ULClPeFtatjQnnAv5CVawflhyeCcoBwoW0uDzChP2NpiFexox0HIj+5kIS+q/euLBra0V6VDdcCeOeSKPuBKfoXCbDHWu2wUtzDIb63U6EP4mxGjC7YGh2TjjSovCtsopTGF8rQRlagIzhhw9QwsIqGTEXXj+mgs8u3+VJUfdfjIh7MGCTdADSUablzqRgvT8qHMGe/CSSjEdR7jmM5X6Bsp9FgX1qUSa6yXPJcxECXrzGjP1y5V6TQMdYVtU6dtIFIVOgvp3JFt1PWdMWwbGyPE+k6V7XNueKVy2jZynmGWlPo9hOeBLJ0FwwBRY6zxY5O02I04rVgK6VK5rSnM2rOyzGo+vx0+/i1NpVI9mfrHgfKEt6k98V4tfJj3snbsZI6BwPnMkQGDUnvjEZChccqRDQzb2rGjHQPlqjztlhaulQ4tvoZUi7BtHBuqIJMrHOp9HgcKvQdqzCaQ671qwu8r4b3r/IBzJkdMhjYZSod5R61vvGBtVnNcmHkGF+o/0166UYnGS1hoOj/RbKEKAc9qtDAtZJu+bmNR5TnPjHQWcEzn04dwexwd6yfPox9r1bynx0S5Ssd0ZLE0Ia3zTA1D0gjNKtIpyWKDhLSzkGgX/uqwrR0cYnVZteNzqgBVkOlaJWZqjE5IzNmBn480mfpL1BhnBoFMB2F8e/ZH6CbJsnO1jjEr9YTaAEUIKwPVdGdaCvZU4QnV1IR6GAhhZF2oQZWK5CKxbemYI/XGoKFyHGq/3kA5TO6JdDszDLRFORBXx5gVvjxmMxByNBzFMpuxjaFmv340GY3sVbQUHAKEqdS2w2wvpc3ZC7O8DDeveSW6mQHb/vKd575u1Dp8XpPQuchWvxNH6PGnVTARtYxFSceiRsog1oj6Lza8S105c5fLPU4jzlmEujiJ9mHc6ws9gZ5ZTCfDo5estMemPcbn9XgXeXY1hp8atlVTDENJ2LZSng3D0GQ/2zj1WCTQdK7OOMm17lCAzg3BDBHrQ7nTAk3ODevnQV3aRGXaluK0LmcRqEZIeNx4bORn41gyp6jWeyjlmzt09eKNfXi3Qzh3S/t2fjuZC4QoXMw9GZ7PYVNbBgp2dF1TmjlBCdwaehsMho6x82HcTV2HdQ+ML3/Z0p7QN9RVds0uV7Jdruo9jNlmW0ZYc86H0FXBQbnFY7pgWGyyo0tyXaLGGwzYwRoFZNhSsLGoNZqJTBIHsKHEJXQmwjpEJ8aisqz76CoNSvtuRe3v2qWmojbm1YceX3u/xUj0rKnYDvQh3B6ng/XnS5ffT9solOY8W0inJIthWkkUQERbgU4xDDWU5wzDkNFF9edUQa69aWgabCi9cNaHaFOCjHBTCDI+jyRpkmVli0hNRyg3RUrqWSwDaSjQcR1uBghTkIkaY1yOkcKXk6iCUu9TuhGZNcCYQ+vDr76zkKcM331IMC6akGKZjTcNVaUxAoirGjLEb26gAOsfN0K4eDP8DMbWtwisncSWkRlzEOZDdYPLqDHkeofNkIMeq4JRDsMws4sGZDBEjXN07nBWvOlJxenOlJeV7RIXBViF752bXKxDeUv1PC15aXQrWiT0uipRLaJCb2D0ZSw9joZVCW0V49A68p6z1ktrPZNwbVSfab4z7WGbhG0nOgxVqjTkPJNSlTibSpdhyIdti8YUZC7bJ0UuNUFVZKbwOc0podkuQoxjMY8XnwMU4bE0teq0NlGgdooabRF8lfsMYefoGgYqwtFqXIWiY8tBG+YjHakx+6Fn7+WkAcS2PiATy3Zm2FDe/BNV6bnM50d3Mv83VMKF3JErglL1hLqZXAAHCnbwpDu2vsHDoaEyMNVhZBiqMUP9MCOjeUQVFNljDLJdLma7bBWXqs/xKrClSoaDQ4aAGm+QsYPoDFMoyoOsYSwiNqEP6rNqtACIioQZFKgNoV7KpjMXmjeBYWH39GcpZqnQ9jrTXrcxffkNoUJ7BdrjxsSiec8WMUsHeUpzVpVGvjNpDE+Y7Lrhyk06DEVVGslT5T5sq6ZMfB3J0+jagJOSD0xXgqliTEkSaBBlSpIVOdocCc+1yVH4SaerT9YsFsYFMEmutpACyhHj8gpuPMKN9nlsfA1xI7T2OVCtDAM9Qg0HbJy7SL6jGewY8o1bERlhs11Kvcuh3mMvkOmu8W0IL+QjNlSclYXq0YdlvVrVAhdz2M5Ct6Tc/wIGyod3CSU0Y0VQs1LVuvoZYIT9oEaNsxwqy6F9jJHe980V7IChGnPRDhiVOxwMttgPn0Msc/Hu3E0gwxZTjEXWgrY4U1a/m8YsLqmJrZrlxTbzoW6S6Jr9cuNvf5FQ7lEMRWcFZ/nczi56Ar2OsLz6XGZ8ugJtNkuI5qA67wk0854tEo2NEhrGoXaHoaTO0zeFx5NnCN26VugWqEK3aVe90uY0uqwHNBXmcmSZEmUkyEia8bUyzX+l9msA5xzm2n0Uj76N8sp7MLvvx1y7n3L3/dhrD+KKg4ltwLuAuwtvPGSYk186z8Yd2wxu32Z4Z87GE3O2nnY7xaUtcr1P6XbZUGOG2mCcz5UaV8/KEsO7kQw3tYRWhCF32mpd6Nd1jJVwLvP72MlcaP7gG9MPLRzaA/ZKQ5E/TuFybDFmWO6g1ZhzZptr4b2NNq+RjzcZDDa8Q5faWGSN9bWgLob3CaUrWfhcW85cV/8unaH+nTGtyYJlskvRsjnOdYV6T3r749mXk2DmusHRE+ixYP05zPWEbqctT8eaCnRmj9vouG0YhVTyXDrKU4LyDM7bqrdtmFFFDwWdT86oYhLlCVCqyeKSwubkqqC0OSWBBE1zOdRhV2vzBkkCDAJJRrJUJqvIUIXyC6B6pHqsP09nMk+W++/j8OHfZ3z5jymu/Dnjx9+KK691fO4BaoAanEPl51DDc8hgG1EZThlwDicWS4krDrCjq7iDa3C4ixsVjB94lPEDj07scnD7NltPv8j2My+x82zYeUbG5c3LDNWY7WzMjrZsa8fjhQ/vXsrrMpiLuSfK7Sw6cl2V+4yh29gOcNs6MvGNFmKzB597NYyyQzbU/Tyq9xlljwOQlTvcig9TX8v3uQoM8012oGEsMkUGZJixVDdvsTtRrAvF2eak3PF7sNb/7oL6rEK50N2pqBHKTRUoLKY+aa3bft71etrYDeDI7UO4PW5MzArdwlQyb/e4haZJqFpNVY7bxnhaIxrLVcJ+o2HIL7JBfZaV+gSw4TEqUNdhGCqm5B7bpAk0iLOaHLqDOPXYLxOTTRCmS16Xe/dy8OBvMXrkDYwe+X3M4fsnzkMN72Bw4UPJzj2LfPvJ6K0nkW09mezcE1CDC/49Q2WYAhL1XWCDCo/O40IKSvsIXL0ffeVe5LEHkMv3Yx95gPF99zN+eI/xw3s8/gdht9uaix+xya3P19z9/BwuFoBFi+80FNsTxq5GPrRbd1ZqT/bdnrINYh9fv3wYlOpQW4ZmhNX7lHoXB37ScuXNRXvZPiNqY1FmMkRbNCWmyFGZwjhXK9Dwe3JV+D8RkPFsVV3e4qdLi2HcZUnpLKnEHmcJPYGuHetyw9ZYv/qctV29/qySlYket6oZpq3yncljNRl2aJQQzUOxy5BoV5WroE2V94zEkeYMwROgUwW23AJVMG6TZwdRTlOYKoZixxsNknQmC4/+YuxLLcBZhS0dxZU/4uDBX2X08Gsxe3/RPL/sEvmFF5Jf+CiynQ8j23kOeuPOiW/AaUexD+yHe4swDVQ0xuiBV1paG7JwUzEcHPpTHBxg9Z3Y4bMZ3X2AeUpRzT6TuwO2Hv9L7HvfibvvHYzedS/jR67y6O/u8ujvwtsUnHv2Bnd83AbPfsmY4Tbcmhu2dd04IRNfrjJQcC5z7GS+xCUqUqjnOjVO2HSeRLU4DgJn7BvQYslkjz19yMNAYbYQNeacGrNZ7lC4QcNYtKlLBoCMh2RGYZX/HRoAYyCz9Swu2uKCsUiUTUxDzkdHQpOFtLRlngr1L+f1wD3+XOh1bSbqQ7g9lsOq5HlU0l1m+2nh3A7SbZmGquft0pTYNCGZKaWRB43u2vZk2LHjUGiUEPOeaONDt0nes60+IyKJpq7X1OST5ipT0gTIxpvVTCGRNN14WKlLMw5jVuGMl1zGOIrH/4TDB/5fRg/9Z+z4wfq4+hz5pZeSX3gx2fkXobeeDUmG1gHlqKyVd9xO1a99/WP8TPy4Lfx8p16Z5z4vPB4i2veYjZOGK5Nhdcmw2GSUb1Kqkr1Lm6hbP5RzH32Fi3oPuXwvo7/8M3bf8m723vkA1956yLW3HvKunxDueNGAD3y58NTnOEYZyTRqvtQl7ZMbm+CninRTE6Zx82pWB/KN4dyRdWRi2DW7KFVgzDYq3yFXY3aKS4zKba9Ec/9dZYNNFKAHvtxIWY0txc/iYkJO01l/I2ZK0JkP63b0zK1KW9r50LS0Je2d65YtYVmWRKdtf4NAXB/C7XESWEfuc9qyaSp1Wui2XjZRtgLdJSvRNAQVeabO2gnTUOMxhG0zhVJ1p6EYuu18dyavSLRyvLacr22zT1tpNkizpTKtURVh1l3ghHL/fRw+8HOMHvyPmIO3VcdSwyeRX/pkBpc+mezcR1NNIA64YkoTwFZo24XPzi+T8FlLRaw23pDg2xmCdyjD0Kv18RClSwaDDVyYzi1+TiObUaqSKzbnIN8iP3eRiy9+Auc+dkxWPMDen7+Zy7/3Dvbe/hgP/M8RD/xP+KO7hWe/UvMRnwSbg2gK8p2M4hynMcSbK6nyoiZcL33rP58T3ckcA+sJtHTepXshP2Bkxg1j0WZ+C5kac2C22QP2gHy8idIF2XiIJqj+6MyNnYl0hliL01nonZsFNRrrRJ3/aJWqms5X34GNpGlnkGZbeabPlyHZRXKhR8G69neDEfkxoyfQteFGCd0yO3QbmyVkGe02fVWnobSz0AI9bmPotm6WkDZMmMxzapNXBJGWjaRqcyZhjoc4vMKMEzubIqo9QlG+w5SG8spvc/j+H6F47NeJwT7JbmVw66cxuPRK9NZfqY7vSodjVE/BNQXVfflEjliq8ZRUJbnhMGO/jgr9hFWuq7Cvzn2uVg8KsjA36maomx1tnvNdm1TJfcMLDPJ9zueXGP6Vp/Ck5+7C42/n8uv/ksd+/x727iv4o+8v+fOfFZ716Rkf8deEcxu+D28sgRnbug9vkXkVmgfzUB7e1iDMVDMO84xq8duDYc9YSvcI16RgpPcY2AG5OcdtQKYKrqmCXZsxLDZRJkcd7JABzgyxVnA23JQxxtnM14bGnrmxLaQN3YpCaUsVzo3LFgjlzp6xZRrZrEpCN5iZqA/h9rhxMC1020SDtKeVrKTrq0SBpgozIo5BFbqNZAA0QreV+pyBLCgqYGZJSSRPNd7wG5rMh2ehU2nawNPOOmyxy+GDP8vh/f8WG9WmDMgvfhKDW/42+YWX0PjXSeasnECbTNPPJnbLCZ9PHWo0gUxt3Y2HUMoRPjtbWkQJthCcEj/9F5kP84bpwkRrFCA6Iw+fqw61s+OQbzwfTmX71idy16fexhNe8TSu/NE7eOBX3svh/WP+9NUFb38NfPhnaF7wKb7PLlDlN7XAIJBpGrFToW9uFjocxVlljIvPfSP6kT7AuByb7YbzG7Op9yjznJEqIT9gqAtUiEqIdqgQ4nZO6t9bmP5MJHxGyeddhXK7vos5hqL1ktdNpO762Vh6LI715z5X63e76HiX+kyJM6rPZt6zKlmBRp/bKnQb6z2nlKxEQ1EsWWmHbtvqM0VaV9muvWyXmYjJIJJleIxq0xmp1WZpcdb6CZ2twxaXOXz/DzN68Mdwxs8fIvmdDG/9ewxu+Tuo/DZPiIXFOW/iaZBmh/J0LVIV6bgtT0k1LpfWTQngYv4YfMiSoE51yNnq2Mg/Q+d5pUpFWwYH2wxCJ6fNw3O+k9PoPI8ML4AquLB5iVzGnN+4xPkPv5sLH3GVq3/2xzzwy+/j4L5Dfv/Vhjf/ivBXv0TxzBco9o1Xn+eypskolrDUedG6vjSWvBgX2wyWaLXLnhpz2eaYbJsNO/CTmqsx929ucRgMYJuhb24WQ+02Rwpd05EpwaUNF3xpS2w6j3VV7jOdtWWeCm2GdbtCuLSWL1aiMn9ZEyerQtdE9L0C7XG2sGjusz22WB51ouaTVslKRMs4lIZua7U5WbLSNBklM6wo25nzbIdvpzUrmBamhSZxWuvzmZ443QRxHj74b8Fc85/O9vMZ3vo55Bf/GuI0zoXONy4JAdIiyK7QbYtAXReBJhXnkpBlukzEl2JU2zuHiPjmAtZPJh3KLlHa50spBMgQY9EEUWCyMB9nnScuVcm1MItNpgqMHTDMB1x47ody/rkfwLU3v4X7f+5+dt9X8mvfbHjaSxyf9GWK226tTUU+N1qXv6RlLhDCviF3uqn9ettaGFkLjLkWeufabJfM7DJ0OeeGVzgotxjlB2TWRxWywQhMhjrMvfIOUY3YZKFd2hIVvKiOWVuCwq86FXXWwnTlRmeR5zwz0TxyOgp53UQK94ygJ9Aj46TU56q5z1nGofr5xDFF1eSpOmZZScgxfaxKVhITUaNpfNIkXqnoLPUk0w7fKtNd0xnHpzlo0xCtKQRnxIdmy1iA7/NltrjC4f2v5vCBHwXriTPbeTEbd3wl2fYLPDkai7Nh6rPYgxUaxDgRGuwK5XYhkqGJL5PcZ+yggyfPKrwbb1B0Vq+rFIhACGVbm/nuPSI466MAttCocYbSFmU0ShvU5m7l3L0KFLrgIeOJa7PcYccOyLJdzn+YcP7D7uKR//Eu7v/FR3j3b1t+8g8tL/oizUd+sncNx3rPQTAVbYVSnJpIY5eiei7TkYXS+Qb05/IrjPQBV0Ov4gGwU+6Qy5hH8guMghlMb+4h4w1UPgS0/46dDsrShinLfAMFZ8qaIJ1qGIr8eokbV6nmtGfEBWaG+lsHGd7ApNeHcHscD9ZvOFpsv9OMQzFU2zQO1SYW3XDd1i34sjp0mxqH0tCtarXqk6b6nJX7jN1+dKI8Gx2AEgctTIZpu0jTWYsrR4wffQ0H9/1LXPkIANn2ixje8RVkW88Da7HFYYMsXZs47RQCXZQ8/QfbfD0ld1yNp/nlQA6V6vIfVMihhpIOQqMHJdhSoYrMh3ULnyvV4yGDwQg3OORiINL9jU2ulFtcy/YpbU6mCk9kg1u57RNv4+JHvZP3/vj7uPrmfX7rew33/L7wf3y15sJFoXSeHMfWl7xEN24M5/rnPoQb5xQF37zh0I4YmYLx4GFCcJzNcodhtuuduaFphjIZmS7R4yFK+wnYnFU4Ed95CHwoNzhy01Bu2it3aii3ykvr8F16gqv75ML8MO1RSfEoZqIzQsh9DrTHfJyW83adSMmzA2mNZ8NxW1/cq2Vx/YQI0prHtDRjHsRkE3nQaeQZFactApEG8kzDtIQQbHntD9i/91swB2/2737reWzc+TUVcTpTTqhMl8z8UYVupxmH5jhwG2jxZ7qrkKX1asnYOiQZnjtFMA7ZOh8aFXOsi1TK79QqnPibCbGCUn6uKRfNRkAWHM9DXVCqkhI4MNtkrmBotlHlmExG5Jfu5Blfu83eH9zDu/7dFd7ze46fflvJX/8mzbnn+rOOdZ8DVZe2mORaGgnVh3U92W6EqdAG+oBC7+H0Llm2S1nukCk/YcAoP2ArnKdvKBHrY/33Hes/68gH4SbENmpD21HaBiQq1mSlRp9caOZCaY0fPd95NnC9ne/poCfQlXGcpLbMceflPmeFcD0aNZ+tacpmhW6j+qzUUmyWIEkYt+pEpBu5T79JaBbfRrvfLNBondcRpoW6BMUa0yBNrMWM3s/B+76d4vH/4ved3cXGHf+I7Nwn+1Dn2OueiiztdPL047FdTSvHuQSBilLtgfp5NSlnrT4dND7/6nUky/QxfC9Oe0evSyIEzvrPUg9zr0YPhujxMCi7TYaDc5SDQ64WW+xrPwn2+fwS24NLbJpzKH2NnY8a8OxnPsZ7Xv0urr294Oe/1vDQlyme9ymK8UACgTrGmVQ50aHynY3ia5N0LRqFRgul827cA1UwMjsM9A4XzTa5jLmqC/aLTXR+wLlWaYtRmtK5KpQbZ21xqvS1oXFcEaIh4XsqS59mTpsrREORBAIJ5NmcrQW6TUWrhG1vTLLqm8n3OAacVPh2npL1RDo5z2dd8xnRuNBXirRpHErDu51O07BNlfvUU8I7Rk8aiqLarJ6r0GSciRxnVJzR8ONMyejhn+bgvu8EuwsyZHjb32d4y+eBbIRaQTOXOLsIc4Isl1GfcfsGidrqs3YG/x1YEz7r5PDBNFQbZKiUJ8ZW+VGvUEtcVFV4YrUhlG4Ln79USvtwqNaINtUvYphvYmzGYbbF1TCm1Zgs5EbzSwOe9S3w0Gvu5b2/MuK3v9/y8DvgU75KVc7bGK71arRWqPFxoKB0de/cDWUZqjGl3mcceubmeo9hNiA32+znBwzxBrO0tEWsj3C4Rk6eegJuE3LM0WkVoRTNybenENmECl0U08jxOM1EZwB9CLfH+jGbPFfvOjTNUDRtm7ZhKClXSR7b6rMiTJg0DrXNRKG0oiJYmR26jQQpuqSrUbsLPWi7idN44jQ1ETpjMIfvYv/er8PsvQGAbOelbN71TYi6I5DiuA7TliFc3CDRmjQrspyW+2wtWwjBuDIxVj3GMLECY8KNSnT/Kt9tB3yP13B8TxK2ERXwG8TSIluZZozzJhzfPtCXvWSAGE1mMrapG/iPyi0ux8b72R7bQJY/ihnCnf8/YfiUh7nn317mz19r2X3E8Rn/RHNuG0Aas7ikiA3ojZMqP7qtHWXuJ28bDR7CmD3y4lYAjB1wMNjiUBVsDXwFa2Yy9Dgnzh9q43u1IVSbtvkL056hpJ431No6rw+NspbFuhNNwyynbo8bBT2BroTTyn3OI8p5ztvm9hPzfEb1Cc18Z5sow/rV64Q8pfW67byN5iGgct+mSEnTv55selCXotgmcZowa0s5ZvTgj3D44L8BN0L0rWzc+U1kWy/1KqX0rlpPorXynCDMLrLsKl+JWJZAu2JcNhlrkGl4jNtYB3h16pytvo+KNGLJhvME4Zz1Le+UAue8Qs1y3xxf6+DWFZwZosYZejAkMxnokh38LCl7JucykOmLAAzNNkM3pHQDzn3URZ7zxLfz1u96jPe80fHvv8bwaf9co2+ry1ugVp1QP4KrZn3Z1hJCuyP2zBUKVeCG95MDWy7nnNnmQBfsb5z3DRZM7hvOa4sphoC/MYi9cjGqbvMX2/+p5ryh0ZHb/v4mHLkT3Ylgdhh3/YR5/RiJ+l64PW4ILEL2rXVULMhvhXHT8G1Yr1pfVMOhW+9LpqpPa1TolGNJ59MEKsXZRZ5tg1ClOp3Dju5n/95/SLn7egDyC3+L4R1fi5LzOFOGbaIzt2yqzQ6lOZM4WxfcZfKfEI1CCVTdq1WkvqC7ZP3qeRXSDWSg6uiyUOKIDS9sZThylFXphi+V8ev5fF9oll8o4u9B6yGiNVmYzm2oSvbyLca2YJT7cpNM7yF6B4CNZ1zkOd+u+IvveJSH/tLxC19f8vf+74xbL8HYTk6FFrsSQd2xaKh8rvTQwlB5JTqWMaKvkWlf1lIq36VIq9pQ5Ij3F5KEcqlqPmPOuGEwSpordE68beZ9n10qcx5WDeleh+gJtMckVlWfR1Wt07afplKnqdUk9zmn323bWdtompDVvW475/ms8qJN9dmFSJbQnC6smgElddW2VWcI12ItxeO/wf57vxZnLiP6Fjbu/Hby7ReHbcZ1mDYo1QZppoTZJss2mSZjjfex7DyTavLGpfN5pTqb30f1vBHibTZXiOq0UbMbx1zmt9Pal4AohbMZthRUkQVVasmAwWCDbLxZtVJ8BBjk+4zKbS7aAUp5VS+XdvmQbx3w1n/+AI/eY/npry359H+ZcfsluJRLIMwmkQ6U71ikRRjbej7SQ+ubzo8GD2HUmAw4b7YZljvcv7nFvr7gJwsIs+pk49yrTKt8JMNZnDbh7sEGNe4jFe3mCo2Jt+N3mzpyRbXqQv3zSSxDhKuZia6L3rgC7iYg0JvAJ3X2cbQZVxZZPy5fgMRbztD2bCuNYv52PjTZvhHunb57X36S/IEnT6h6gSfk6XxJR6o6jcEV+xzc9x3svfsLcOYyeuuFbD/15z15RjNRWVYX0bivlDydTZ67en7JxrL0pPCEmf41ls/6C5i1rWudUzyvuF7jfJNQtLMufmj1tq5ennyo9TJjqnWcqT8fr/aVb1AxHqLGG+TjTYbFJlJuMS62ODDbHBSXKM02rtzBmR3c+Vv4sH9yga27FI+8E37xmwy7e77u0093Vv9F1JNy1yUuG8qSiSXX+yAFqDFKCjI1JtMFTvmSmzjtnWhf6+lv8mQi9y7Jb7Txm+74kUp6cyNTni+FVbY7Lad/j0XRK9DrArPU5LzHyX/CibIVaDpvW7nP9gVnVu6zahjfPmbIg1lLbN1aKRyX5P3SacRig/dud61XnXb8fvbe9aWYgz8BNMPbvoLBxc+pajor4ow5zlaY1nWQkz+3SbKr0FafyzRPANpN5KvjQf3ZWVNdxCueSV27LjRQSMeyDGJuz/ouT9Fs1KiRhJCis1XpUdWNx1lwWWUwUpkCBmijEJMxAOzgkPO6YJRvshfmXt0st1FSkA8uA1CeK/igb9ngL77tAR5+m+M/fYfhM75VszMAbyzyBqK0VtSHeL2hyDhvKAI/f6hxOYXLyQeXUeWY8/klrgL7NmdYbJKNN8gGIzRgC40tFTZp1RebKxA/A4V/7yGsPdGdKH6ulkn3bcNcVH2prS/5RjAOHe3c3WIl39c1egJdCuu/+zy+xglzSLd9V506byNSIpTYwzYh1Gm5zw7zUApn6nBuJM8Yrk3znF1dhIh5TFNS7v4Re/d+Ka58GMmewOZd34kefpgnxCRc2ybOalmHquskzZQw0zKWlcoaGh+E/7jS7yI0SvCHihfxSTINtyN1ji99X/G7mEakjXMIJApVONOr1AxLHoxVGmdylFFoQI2HbAL54ACAPVVwoLbIVMGWyxkCJSDnHuNDv/GAP/7mK9z7Bsdrf8Dy8q9QaPGlK/FdpOHcWM6ypR17xi/f0YcYdxVrc2z+KJmMGGZ3sukGjLN9Rrk/j2ww8tUT4wwV3NrVvKHxBk9nVQi3QjTJgW86Qf25x++nNhOlNaGLmonaWCZ3uiqJnQHiPiMhXBF5CvDxzrmfWve++xDuseO4wjDL7jdRo9NCUmn4NXneCNVW23WMdb2eAmek8VdFFlsmIedckzyD8hw/+ovs3vN3ceXD6M2PZPupP+vJMwlNViFN1wyFNkKiSRi0HZpthDvj/pyp/pI3s9pf3Ly9z3g8mHpOU0PO1Op5alg3eT+VUk+aTsTPHGNwxmJLiynEd3oKNbkSpoyL4Vxb+nDu/vgWTLnjw7nlJeTOW/iQrzuPyuAtv2L5w1+2jKzvVBQn6I6P4Ik0SzoVDRVo5RiqMbneR9QY1Jhhtsum3mOQ72N0gdGF71ylTWgP6TsUpZGSKoQb8/PVzWBLKk3LRfszXOj3ffRteqwRHwn8u+PYca9AF8b1VroSnze3mRq+jXmfVFmmxqB21yGlJkpWUvPQTPdtOwIaSBMIxOAmylOie9aVYw4f+G5Gj/xbAPILf4fhrf/Iz5hSjrvDte1QbZdhKFWbsTa0TZKNk14ybNuFyjabhHKdqW9qotpxdalRW5U2QrhBdVYh2bhsQo3WKhdRVclL3M6HhmtTjWUQbmoUMKzqRbPBBipMbj7KD7iiCg7yLYCqEf1YxqinXeSZX/pO3v79V/hfP2y589nCkz9IAbETkQ/nRsRc6FB5Mr2YWWBM6XYZDR7E6V0GoTa0tDmPDC9QqpJ8c5MckMEQXWSA7wFM7Ilrg+NYlT40q7wqR1Erc6V8MwqlKpNX7LEby4KiuuvujztL+U1Tnsu7eU+unGXFfQg4ORsK9DjRE+gNicXJvj1d2UR7uYh2DnTWOksghm4hMQt1lKd4pXTI/nu/luLKrwCajTu+gcGFz6jLUaretTPIkyTfaO1kmHYeeXYS57IXmNb30ybSeLy2YSUSXyA2F0O7KYlam/TJpWoW4MLufd6ZWqmHtGdV7uLCus6HfaUyGoFTgrWCQqo+ukqXqMEBmc68sQg4yLbZcjnWDlBmB1FjbnvxeQ7fvs97f63g177D8Hd/QNi6lNaCJp9OMoMLodVfJo5MDEoKjBRIZSgqQHkFCuB0idIloiwqpiNaCrPqTlTVztrw8ac3Emu4QbqJ4aBR0nwcEJE/XXDV88d1Dj2BLoTTCsEcQ+lKfB1KV4Bm6QpMmIcaM6601mmo0IgOZ6OryhPaY26COLvyna64yt69X06597ugtti663vQmx/dMAq50hNPFYpsqc55xFmHUKcRZgdRrpIHnWaumHLDnqrSatN42skuoxpN86OUyZRe6YbVfuq8aEOJhq49fv7RMegsbKmrzkUxJ5rrkmy8SalKRnnOFSCXMcNsj3NqDOUOh8ATP9Px+Nvu59o9htd+j+HT/ql/Tz7vKY1caBZCuCPrGCphRztKN2Yv980VbP4oOb6Zw/bwCgeq4GDjPJv4khs98PPBqkz7XHooU/HKvPQ3GNFYZVW8u6iVaDAWVTcn0Uwk8Y5Dt777NAcaX98k9Z6nhw8G3gK8ac56TwWefBwn0BPosWKdxLuq2ai1TlvVtMmvQZwtcuwqZ6lCvkn4FqaGb6tuP8nzhuo0iWs2lFeY0YPsv/vvYw7fguhb2Hriq1D5s4IZxFZ1nbNCthPh2q5QbZqDrNAO3U5e/JapyRPaF964oKMmMFWmYZuUMIFuIk2fK7wxydbfq6P0jyVIBs7Yas7MSJqCn0+zCusSVYUgVjAqpgeGZHob0YbNgZ/4eg+4mu+z6QYMs92qd26xscfT/4Hw59/0Xt7zesef/objeZ+kwmTczRBufIx5UONc6JMbmivoXbADcr3Hpt4DqCbezgabiN5GaYXKNaAwJoayXe3CjcaikHLoau/nCTcxE1UkOs1MFL67tbbxux5J151ECPfNwNudc583ayUR+XTgJcdxAr2J6Ngwm9xWd98uUu85Zd1Wz1tpGYimhmZJQrttwl0AKVF2jaXKsyLPYGSx44fZe9dne/LMn8z2k34SNfigCZNMbLIwizwbRpy55GmoLlpdxh9M9bfUZzFtu9b+m8dPTEVhvcp01GE2mlaKU40lj1ONR7FcyCZlQ6acMBZVdaLGdyzKQ7OFcbHFQbnFqNyhNNtQ7mCLS2S3XeADPtvnSX/vhwyPPeoqI1FaJ5oimooygUwMmZSI3kMyP+VZpnwo14Sp2KwukFAXCkzUhVZRk4iWmWjW/0ED1f/PopGiRbHYdt3XkLMDK24tfzPwBuCjFzydYymq6RXoXJyWeWjeslk1n23zUPesK0BlHkpDs/PMQ37FVu3nHHSSZztkm9R3RuW5967Pxo7ejho8k627fxiRi8GNG8O0QbWCD+VOIU6gdqLOJE1oK8Rukjy6Iui6NDSuF21V2rFBIzCeqtFoMoI6DBkNRrHcBWiXukQl2nBZS2JMYuyNRWpILHGBATLOqo5FO2HXo3KLx1VR1YgOAOsGnPu4PS787n1c+bMxv/Eqw1//5gwtEnKedSlL3anIUYa60O1sTGYMB/njFC5H5Y+yNbiELsdcyW5jfwOGxSZ6c8/PLHM48G+xDD2VQ2hWLD6s66z/+iUxE6WfF7BYg/mIrvGbL5zrmEgWHAe+G/jVBdb7VeDpx3ECvQI9szjGu8v27CsRU+6823fkndOVrWAgaiBxx6bKsybPH0HULS1idPV2qdpK8p1d7lq/YD55divMRBkeGXPCwZ2qdBKLqNF63Y7PaUYtbH3T0TR0EcuM0o5FJoOkvGVYbFLYnMINKMw2zg1x5Q7GbvO0L7wTvQHv+V3HPX/ogvIUjPM1omWHCvWPjiw6pJLuRABK+e5E0VAEEGevCS/qv3SsjXm/5c5uRGdbDd6IcM690zn3ywusd+Ccu/c4zqFXoDNxvfxTzAohpYqzXi+GbxfpextWpOpORGI0SpASrXPON/W2k7JpqvIEMOWE8tx8wg8hcqFbec4J2U41CU0hziZhHo/y9GibTurxeA5V1KDhyo3n29os5Oe61Gg9UXQwyQSXbmMZ+O+Y2GC+rMeVauZCRUE5RnQWzkajcvETcxtNFqZA0ybnsfw2xtk+uYz9XKJ6B8l2URe2edIrH+Pen9nl9T9seOqHa7YG0sh/djWa31Be22xmVwEYm22ybJdNYDO/gwN8LnQ4OPC//oEPF6siwxrrjVIqlLbY0Fw/diKKSjTOy2pVc7Jta+s8aPwOq0708Tud9fuYlQ9ddNvrBMK88OsNgV6BHguOSrzLum9njzVCxu3cT7peu0SlI2w7sZ1qEak0STRF1RihRZ6VejQlrrjC3rs/r6E8lb40oTwXJs+kAUKdy0zIM+YUG2qzrTJNxxhTlrf/pmHaOvXYhALuUqNpbpQ0p1srr6686OTnVeeTG+YsF93Q4XXynbmQE7WlxRZgC40ZZ7iDbfTYt9eLjRauFhfZH9/S6Jl768ufwMadimvvdbz5tS40WJApvXJdMBU5NpRDi0FLgeg9lL6GUmM29R6ZLhjlB5SDw8nGClLnQdstKNObxoXKtJLf+fF0E7tebt67EUO46/hbFiKyKSIvPeJbWAg9gZ55rPLPOdlAIUW79nNieSTO9tjkinPOoybNikw7yLPqNlQesPvuL8Ye/gVq8LQQtr00eYFvX/xnKM86vGkSM04gqc4SlClGnol1FiHJRdedfR7Tw7oLkGiXGoeZJBq37TJlOeujADFXHWfHsaX1hwrdimS8gQ6N54fFZtV4flTuYItbceNbcOocT/m/LgHwJz9n2B95I9HISqehKJP6b0ONGegDYmciHcxEm9l+FcYtBweVmcj/pIOZKC3FmoYZ68z+/5n9vzcb1zdpniE8Bfj1kzhQH8I9YRzdfTvrcVKhLlL72W4c7xcnZSmp8myr0uqNhddpl5sUkfigSZ6hVMWWI/bf+48w+3+A6NvZeuIPLBy2jaYYV8bu8y3VGc9r4XBtlypcF9J96TnjdWiwM6xbhXSTkpeArnKXqiQjy6tlU8O51jVLXGjWiZLWigLoDDMSXKaQwwEZIEYzHJxDm5xSlVxTBaXN69KW8S5bH+HYvPsq+/cV/OmvO17wN/wZD5WQJSHATGBMDO06htpQujEHeh+b7fptwuO10B9XmxxCf1w5HITG+GBEBS9QLG2Jv2lCGYvzlSqxpEUl4ev0JmOhcpau79Z0PK6G+R2JTi/0ewImolNHr0CnYv13kYvZzmeUoayKZadg6iLABdRmA9Y1/wLSC1Aa4j28/19QXv01UDtsPenVqPzuCQNMgyQSBRVfV49pvrO9XSdmEemiYdhlQ7jtY62AthJdFF3GIqhLW7rWaxN0+ztMy4mM4Iw3FSmT+5lSbIa1OYXNMXaAtQOwA0QGPOEVtwHwttcYiqI2EbWNRGlO1D/6MC4SVGiYkzQLJqJpZiJphWLbKrPRG3euOW7R/62bS106FvvvOOp/0GmjV6CnjnX8Y7VJd0oYKXXfVkqzVp6NxvHJskb3oVYOtbOEJVWhjVxcK2wb8myHj/4Hxpf/PUjO1hO/D5U9w4cJIxmWpgopVmpzRs5zceW5qAKdNrYIpqmS9vIuNbpmJTrLWERZl7hUkYgMKhezqvbjGy209qN9hMM4X9oiOkOMIhvsIINDtg7PA3Bocx7P7mRT73FejcnUmPPPd2w+8SH232/48990POflfj+ZCCYozohInhvKYqww0AcchkYKmd5jmA3YNNtcDTO0bA4O/cxlgyG20DibNJjXGWItLjaYSExEMfrS6O4UbyhiJCc1d80sbelxo6JXoJ04azmMI+x3TvOEzk1S923HuhNEOg1d5Ak1eTpLce31HL7/2wHYuOtbyTafX+fuksfO2VSmkWfj+PPIs32fO93Usx7MyoPOCx1PyYvO3XfcqNtYVI2lSrRV3hIf6/7EyfeThOIJKjRtsiDjDbLxBtrkZKHBwoHZ9iq03AF3jid82i0AvPXnDQfGVQo0lrdE6CQPqoOZSNQYUWOUGpPrPXIZV5Nt2zhLS0DMg07k9FsztNTDi5V6zcbNpT4BSIxgR/07y+gV6HWN2a7cieYJEW0XLVNMQkvCBTUTXlRj1etWmNUcvpv9934lUDK49LkMzn3KZI6z1WGofZFvG4b8E9NUYjPJk47nXa+nYVpOc5FtFlk/KptJOEyzNWBbicYcXSxxkTBuaTafJyjUtPcr8fuk2p/fZXgU6+fZJPx2LL71n848cRrlzyQ0ndfjTYaDQwD2Cl9aclBcQqkxGXD+I59Efukxdu8red+fwNOfK4ysS27xpaNDkW8wn+l9Cjvwblw7IFMFKtvH2Bwbm8tr45248WcR3Lgu5kC7kLT1a88Rul4sqlyvH4UbQ7g3OnoFekI4nqnLZu2r4xwS9dnuPgQ0DULpY7J8qnMxIbb0r1oWwra143aXvXd/Cc48Trb9sQxv/cpQFpGEbjsct00FWitP/2cS8gyKrkGeXdmVLgU6Td3Ny9CsIwe6yDYLKtFp7lyoPr/4Gc4qb3HG1GH00n9HTfUZvjdjqub+ZmywBZgiw41zZLzB4OAcm4fn/KwtowvsFpcYFZcoi1vB3cKtL7kTgHe81rJrFCML+6ZWoim8E9dVeVCt9yo37jDbJdMFLtunGBz41n6DETov/U9aEjeuJAa65HHeHKEimnQi+mZbv6M4cXtcT+gJdALX2w+/+3zX3SdzpuV/FtoGnnDRPXj/t2NHb0MNns7mE/8VJGG6Rgi3c5eT466zJCUsW0lNLjJ+UljD8VMSbYdm4yotEp1YJ3k+EcrtXMcbiqxRYHQ1Cbc2OWJzSptTBkORswNu+bi7QeChNxoOr9Wh264wXsyLZmJRKpiFgokIIFe1gcimIdw40XYLneUq7RrnHkuh7SNc9e8sow/hnhks6+abplbbd79TylcCOqcuqxZ2NE7oej0NyYU4zXuOHvtlxo+9BmTI5hO+G2ET58pazXSFbidCux2moXaDBNph22VDtusgzukh2PVuw/RQLkzmrGOINw3hQhW2dIoGifpZvJQP4ValLb5jERJMSEb5LkUqjDnBFBnWapTeRGmDBrZH5xjlBxwUW2TK14Hmxa3kOwN2nr3F7l/s8943wMWXQ+nq4hrd4r2YB82kxOp9ymSGlkwVDPK6nMUNDhG9hRjroy9WwrkmIdxKfYaeubE7llKkk2y7iTCu/7zXX1KyrpDtyYd+HaeevzyW5vFt9LdXa8M6FV8XOa6w/1nlK7NIMJ2WbJk78KQIv1N5Oos5uIeD938LABt3fD16+Kx6ebUb1yDfThWUKtQp/WK73bbt17NCsevC8V68pl+0W+MzuhVVq0z5rBtdo+qVw/6S0HrapSgpa7EmGIpMRh4aLNhyizKUtbhQ1nLpo+8A4P3/y3BoVaOUZdoFWYuZUKG5jCsVWpWzxK5ESqqOQ7E70bT0xESaYyks0vBk2W2uD0QCPSUT0f3AzCnO1oWeQG8ozPnnW7B5/JEwUatZdyFy5SH77/2HYPfIzr2c/Pyn1w5bmu7PdCzNy1V5u3i4KeUqsw1Ds3Da4Vo4lovoovlQJkO5jUiAdRNjVUOLVnMMnJ/2zFlXdShiPEQFEs2KLQ5Ch6Ky3MGac1x47pNBwWN/WnDtccWhVVVnojQX2mwu7887unHTKc5KVVKqEqfLySnOZoVtZzjNRemQO122rrvHScA5d9U595MncayeQBs4nvKVMzX3Zzuvk9Z/tjoMzeyLOw9tJeMsBw9+D+bgzUh+N5t3/TMElxiGauNQ++LceJ7sbzJ0yxQ1ukgYd92qM8XxX0Tn9sydumFHpIDpJJqau2K/3Ggi8gawev5QZ8qqzZ8pxPfJHQ/JDs6RJSr02ugCB8UlxsUl9NYtnPvgizgD73s9jIzmMCHPtMFCnQf1c4QSmipIaKqQy5gy38foAqsL0AaiGzemKmZ11wqo/g+6cqJz5wTtws1BqjdDGUtPoDccFvvnnBuabTeQn4W2qaed9wTK3TcxfuTfAYrNJ/4rRJ/367ZrPmftd9oY0J33nIUbVGkugmk9cyOmfsZx+9kmr8aNjk0iEKG8BUBMRmYzxPoyF2MHmBDGvfA878Z99E9KSqcpnWCcNMK5ZaVEY37U14NGZMlzXw9aG4mqn36HmajRJH6KSl0NNwdpRrgzXgcqIh8oIp8uIi84yn56Aq1wPD/w9czUMK/cZU79Z6o+0/WmhqgWW6+BtMQEmi3ezCH77/tGwDK45XPJhn+lOwzYKluJYcGJibEn1OesvGdXCHcRA9G6MO27Xmb8qL/NhCgXCOXWzydVaP2XhHKdDQ3mw5+LytQ0ZmwxhTcVuYNtZLxBPt5k6/A8bnyBA7PN3tiXtOw860kAPPaWkt1yk5FRHFrfZL7ropqJJRODksKHcWWEVmOG2R6ExvJWl1CFcd3E7CyN5iDtWYlg4ciLzC1jOer/fo9FISKvFJFfFZGPbo1/M/BW4OeAN4jIT696jJ5Azxxm/cPMqxM9Ala8025PWdYYC2Q6evDVoWTlqWzc/uVhpW4FM7Mfa9xurTjr5HlCaHcpqp5P/z4mzF6piaw1VvfIFZ8LNRoVVKg2vqSlcL6kZXDbJfKLQ8qrlr33CKVTwY3b3SO3gY5JtqvzTVRotfo6fABz/3duThKcVjm97N8R8FnAxwF/FgdE5DnAtwEW+F3gceD/EpFXrnKAnkDPBE7uHyxtoOBf13mdtYaswgXU7P8Fhw//IACbd30ryHDSODSraULY10THoY7c52rq87iwLuXZFX2YXHelut8ZodxGq78pudBqWVfOOmn1F3OhVYu/0GhejzcrR+5B4R25hdnG2fNsP+t2AB5/S8GhHQQV6kO56V8KpbwCjU7cTI19Q4WgQuP8oKKS6c38ho0J5Zv9oTumP0vzpj06ccou3IjnAn/inNtPxj4rnN7fd859HPCRQAF84SoH6H8BR8ZJ310uqVBbZqIKs+6857gQp6Ex7yfgbMn+ff8YXMHg0v+J3npBGG+VorTzafECzKQCmmyYUOc+q9edj+3nXa/XgWnhu2XGZ607icXIMzUZzVHx00pZWt2mJgxFMZTr0uchDx7CuJ5E6+5EymSVmeig2GJU7lCWO2x/4N0AXPnzAuN0pUKnKdDoxI1QyewsBDcuAEGFig47SX7ns1IVC5V1LTXr0c2pSk8YtwL3tcZeAuwCPwPgnLsH+F/AB69ygJ5AbxhM/4ecardfUxlLmzjjRbd4/Jcx+29CstvZuPNrGssWCd+6thpqKM51h3LXgePKd07Pqa2741QXOmtD2+PtbkQN4nW46tH/TmJ3ImXC3KQ2x4buRNblbD3tiQDsv3tE6TJKpzG2NhJ1kagOYdvYWB7aHYlCWFdP/+2s3HHrFHESv4FlcUYU6JCkoYKIDICPAF7vnEvj+Q8Ad65ygL4TEXC6d4OLXlwXu9gKeuqdcNqBqEIavu3CMm5cqEOA5S4H7/+XAGzc8Q8R2faGEkjyYrV5aKLus7W/BjrmwXRzMyZnJdd5lLEaR75odjSb9/ul0aHIv/TTeqUTcFffi7Jgw2/HWn9LHsxfYkrQmc82xZlaxGEKhVLazxc63iDTBcNikxFwYLYZljts3PpERAvjh0Yc7m2Q7fjfztBZSle7b8t2GFeKaiJnJb4WVIUQLtR5UFG+IxFK/E8jTqgd33/Djasmc8FxWfLZ9WjiDJSg3A98SPL64/Ck+rut9XaAq6sc4Pq73eqxOLpIr0N1Nurc1oTDh38YVz6I3ngO+cVX1Aum9GGdGJtWStG+WHVevE6yjOVkyVPQ88lz2QnUJz7T+eVEjRse6+oxaycVaxKmd86biYBgJvKTbuvwFyfcdmqD4RPOAbB3r6V0/l6/TZidCLWgbdgqfNt8P1PDstehGj0rOCMK9LeBDxKRrxORDwO+PZzar7XWew7wvlUO0P9CjhHrCa0s0kxhyePMIMrOi8m09ac4NO3ovYwe+hEANu76Rj8dVFfI1dUX3859djVO6MDCrezWilm5y64yo1ljunO9SJbp30zEGULWhdZ3UZFmOz/dkQud6E7kYoOMppkIo70KtT4XWpqcA7PNqNxh8+7bANh7t6MwW4zsIIRxpcqHzkIM42a6zoFOzA1arzxtJ/PX8TvrGOxzoqeM78DnO78TeBPw0cBvOOfeGFcQkWcBzwDesMoB+hDukX64q2y7qAloPZAla0CXhrX1PJIBBw98L7gR+YW/Trb9/Ebes1OluNZYI8/WQYKt2s+Txaoh9/lKc6EbrnUSZAzjQiOUW80bmjabj+H/+N1I8r0rFb4T3dx3CN06QCKxJjdNpsgQPUS0IR9vwuDA98fN9zF2wPCJtwL3cPDeEdZuhVyoqkPFNBWpUgXKhTyojIAdchlzgJ9/tGqmoA1KR+OQ0OBhpeb+tEQp1hed1Jzeb/kYcQa6CDnn3iYiLwb+/8AdwB8A391a7WXAnwD/ZZVj9AR6E2MtNXDQIDxz+E6Kx/4zkNXGodY6M8cCpuWc1odVLlzrIs8FiXOdZHkcCORZTaQeic1anNhJURbGnW1NKRZqQuM0Z0UwE+W33QLA+JES64LJyPnPRHd8dzZ0NWojVwX7uuhc1sCsm8rWTWKP2Ygh3NOGc+7NwOfPWP5q4NWr7r8n0GPC0cK3uvXYtXxOLWB6MVhWbXZ1YlkEznL44PcDlsGlz0ANnuQ70kwpSYnbNF52FfSn4dupfW8jlm0ePwvLRgs6yog61m1+T+uISBzhvS6iQvHfRZxYzE/3ZX1oPpCns35dIZKnDYGCEtGZ/x0ohYQ8qO9MpBCVobVBmRxlSrTJGRdbHKiCC+d8CHd8ucCZbQopGOkDSjFkcgiKENJVFbGmUJ150KL6VBulLM0NETdFZQYiFaX9ctOT6s2MnkBPFCcbvp3AsqS45Prm8B6Kx34ZyBje/iXdKzk7QaSuHdI9McxSoct8V7NeN3OaDXSS5zrSAke/eWiQqKXxW6hI01mEJIw7DUnINfbHbUzumUy2ndmMmKWU816Blo+PJnZZhXI7IGpckV+miurjMLogY2P+m7/OsPiE8ScHr0BPZErOU0VPoCvjJAxC7fXWT8DrdOAePvQqfL/bv4Ma3D27VrNr2amR6Krrzlec09Vmm0xX/Pw7P+NlXbiTKrR7Na9CG7nPxqMlTrrdCOeG0haxNlGhvq1fbDCvEjeulEGBbl0EJZTXxpjDLdgsKN0VgE7FWZ/nYObbFV2CbkUF2rlQgtLuFebKOAsh3OPGTe7CPeM5plUgs1250jVx8CoX79aF24zurdTnxu1fOnd9P9T9HzatcL87ZDsN6/xupzlu28/r9SrXrCR/badtrDcU1Vxv1l8b6T7Wha7PeZo7mjn56rQ/bqP+tznZNiarZmjRxuc7LRvoczsAFI87qPKgWUWgfrYWPZNQMzU9/zlR/9z1vzHvs02/l7Oet+6xVvQK9LrDEv+gy/4zH+EiPH7kpwBLfukVqMHddd7zzHQMWpdpaAnV2Z4rcuLinGwz57uqcsDpem2iEzVb9c88gJ04v65caL16M4wb3dWiACs+Dwr+rVtbP0qz9MVa8XfxIYyrTV6FcUubozY2MFeuYfY90RmXh5DyqJM0pxmJ3AwS7bF+nBUT0XGjJ9DrGke4211j0wRn9hg9+rMADG/9e2FwvmFoJlYO56ZE2SbNRUh0kbzkJHHOJc0uslzihkU6yLFxfaoINoZiV/j8ZhmKYLKkJaKVA/Uu22Aiqkg1mIuqUhaCAlXYwnclEmNqN265ReEGkPtwrDtUOLODtY9781CLPI3TnlznwHbMyHLj4xRypKdYxiIim8DHOOd+87iP1RNojyNj/Ngvgt1Fb7+AbPM5k6rzTNn/VzUOtddZQnGG8U7iXORGpqq9bJJoo42c6CVD3Eui7chNy1caq1lEr3hzFspZIkqbI5knUFsYQGODAi1dhpazZ55ZHjfCe5jEKSvQpwC/zgnk6HoCvUnQ2Qe3C/Mu6G214Syjh38CgOFtn7vayU07j3YThRhOPDKWIcru593mIN1Nmuk0WCTfxaLkGdb3ZT2J+9TZ6SQ6M5ybKvQWOsK1089LVSahqj9u+z0FtYkL6jM2mldUzeWtBYwvC1EhhBvb+rmgQM3hAGc1zg6wyodqjdRqMrb6s4kKtYmZSEJoNyXotSG9cVn5JuasEulZPa+zgbm/JpHO2zznnLvOybdP9q8D5e7rsaN3IvkTyC+8nDW2aDkCZoVxF9l2wWVdirNNnFNIs6Hc2qSTKvakkbkQSDS6XgNJrkaiMJVIOxrNTytpmUBw42JlqkXROefzozbOzuLb+on25xPzoGOT47Kh321Rgt0El1dvqWxdgqr8p2u6cMspedEex4c+B1rjvZyRy+L1gvU0UVjTNsfcEHt8+RcAGNzyGYhka1KICZRqFqunpLBw2PKouc854dpEdXYSp0oaU3RNzpzCWggh0BgKjz5R13o+lURnYlrziSm/oRllLXVOVFU9bycacMT3E4xE3nREs11j0lw+1oM2tgeQASSKMpqJVDAHtc1Dznni7cnz9NATKOCce9oJnEeP6xDO7FFceS0Ag0uvXNt+u6aPmkUQgg7F5PMMRItgCWdtUJyN3KZSTdJMCbM1Ft9rikY/4KTvbCSeaooxJkm03um0G4tFpnvT8UQaN18zzUQTJqK6KxGa+twataGhHtQqH8Y1CkUdYq1KWUp/Xk4PcW6Is4PQojcP+wpn7/w8os4O5taBzkT7BjApv5nAieT2+xDqWcZ1HobtcZoorvwa2AP09gvQw6dMXzGqyFXLLDq3W1RVHv0C1CTPaSUp3eTZRZwVaXZEByoTLInatKFtnoph3GaIN17Iz/TclEt877EjEYAr/PtRWbhUuUFjV8bl1UTabdgpROoShTutFtkvOypBntHvYmGsfv59CDfgxsyBHjX/ueYw64lsv37U4dtPb4yLhD6icy6aoqQplFrhWlG6ezaWjjBuU4XCZH5vUeftYuFaUYPqXCTzYULJsgnSlCzz6yjx708mw7lAsylB7NpjkgnDrUUsNYmS5ETbn8mRkHyGXbnQeCxqN251/lKHdBvnHT66qvWfsxBrR4ORyFkF2lbzg/p95lDGibCHlboUReXG9Z+jV6TODiCYiKIKLdyAwtbzjVbnZdo1rwte7avv6Xohx1M6T9e38ovoc6BnGqdDrLZ4iHL39SAD8gt/fep6U+cCba/XEbad3NdRFNZyzttZIdt6paAqE0IUUTWRKoVoXRNnUFGiJ//tnMR8Zxn5JRCk8/uCunl5qjqVPvk+wvEEYXof3BCenUifdkxZVy0KYVygmpnFVQS6gbWDarmzA9Dd+U9mhHCVOSs50euFgHvMQp8D7dFEYmKZheLqbwCO7NzHobILftA1L+4NSJKwSl+LCuIphiGbocqKIKLCauT3Qoh2QoXGZbDYhaqDOGF2vlNndbg2EKPKBzVx5nlNmqIQndXE2SbQqDjTz89ZXDH2H1OcUxPAhu4/cU7KhclzmQv2dBVaISHOiXrQDlL19aEdh7LOq1Mj3X63vWsA6O0toAQ78J9FyHkCKCn885AD9acwaJS0dKEyL3XULU/clDTmqD1ik5CbAGcghHsi8vc6DsNe7zh7IdllUFz5HwDkFz5x+kot0vQqM1GbrVrPCRXablZerZhc3DtIFOgg0tmYR5wQSlMC+UmW13lOnQXSHCBKkHwQCFYhg42KQNEZIlITaGKuccZ4U005BlP6v3AhFx3fk/9MxIKj43NaFqman2C3Gc7cWWiTZ6gDFU3LkVuHnKtSFqsaTlxVKNi/6tfZvoi1V726DNOUVWSpqM1Dzrt1rR1g7IDS5pQmZ2ATd6/Rvv8urdDtPBI88YYg169KPWUCvR/4vJM4UE+gPZaGM3uUu78LCPn5l81d3+dE51x8TnHC4rlNEaDREEGUbpiEJAtkmYV1dObJVJTvpCNekYrOQthX/OwfznkF5iwwxjmFBPeti3lUAs+1FfxR0Q6FzypXWXSXYY7QxVZe4L0cXAPnkK3t6iYC8CrUDpBFJsluQeY1Ujj23+A8Urx+SfOswDl3FfjJkzjW0gQqIi8Engs8HTgXhq8B7wbe5Jx7/drO7kzirCnHOUph0c4yi0Ipiiv/C9wYvfVcVH5752pV7jNVkSY2II/EYL2RyAZyiKQUzDJxu7pko1UHSetFtdDQrsVN50zsrNOd1RRB5RMOW9GZJ84sq8K1arjhyTMbIIMNRGv05iYqU2Qblmz7IEylFUozDrYw4wxbDBjvZThjcSLV54zz/WO9GjV12LaN9kV/YvLxDrLswjQSTcK4DjrKWSbb+rnYA7f9PcQ60I63oHXLIbv3GACycw4TQrLODRHGXmm6qETx5iHnidW5IdbllNYbiGwwEUUFGg1E0YEbG+F3vu85c9W6hboQrYsUJ/dzFucCjThLLlwRuQB8JHA7cK9z7vfWsd+FCFREBPgK4BuAu9JF4dEl694PfBfwA25ha1uPM4HUHDID5dXfAjrCtzFPuaianKOqFjEWdW84WQc5tblF1xyd7XxnRFqeEoxCSGIQCnlOyQaowRC0Jt8Uso0xameXcucxrC6rhubD3UtkB9u48RBTbGBLwZRewdY3PjFPbNfT6nbeThokumIYt3O/U77Hjt9cFcK95uf+VDvnm9uE0K135I6bzts5daBiMhyEm7YZ53rknGb7czYzlt14cEB5Bq7+gTj/NfCZ1Hz3k8DvheVfBnwz8Ern3O8vu/9FylgEeA3wCjxh3ge8EXgPsBtW2wGejGf4JwHfB3w88LeXPaEex4NGyQFMd0+mmLJOufcHAGQ7L5rcJimnaKjQdh1ookwFLzmrKbKgyvNVr6lV6EQnomq/yYV/5rRf00tXGuQZQ7ZZ3lCekUBF+5xoVJ5quIVkOWpzi+F5Ids+YP/ut/Po1mVuPf8Obtm+x39+ZhtjB9z7+Idy4eqT2Ny9hezwSZhCsOPM50OlqTZn1StW6zTUUIf6XJSB55Cob6ow/bfU1WS+E1V3oqAETVOb2svvA0DdesfkKdoBosedZBnzn8YOKE0O1rcGbDtwnQ0hdP/Cq80pxBlv5BqNLtK5ThtYlCDPMpEe7dzcKc7GEiEi28BvAR8OPAT8b6BdMvBrwKuATwPWT6DAlwKvBN4KfKlz7nWzVhaRlwA/CLxCRL7EOfdDy55Uj2VxRKXQIJ841D2rhi0exo7eBWoTvfUcP5jWAkZM9GtVISxLPaYUrirLcH447kcpH8dN9pk6chuhjwaJAm0H7tTcXos4w7ppO77UadsoUQk5TclDuDYboDa3UYOczUsl5d3v4uFzD/G0J/46d2+/nZ3zb+IZW5c5tMKj4y1GdsjW5ifynuHH8MjwKdx+5VbkYEixr31+NGm6EK9DXc7Qqh5xnmI6qnxtpwJWSQ3E+s9YDzoHFYHefielzTFRXSoQdql63sq4Mg9FdVoGA5G1edVIXkwGJsMaFcjazVWb6Y1LRa6zQrpnmhRvOnwNnjx/GvgS59y+iDS+POfcPSLyNuClqxxgEQL9POAq8PHOuYfnreyc+20R+QTgbcAXAGeMQM9aDnNRrC+clpo9KrWQqogZF8dy740AZFvPR2RKmcBEa7mOUG0SnmxfwBqh20YOdEp4eEKJRnSVsrQ+wxmzp8RWdY3GB1GFxhrQELJFZ6hBjh4KcssjPHLLu7nr/Du444k/w1M2r/IR5y0fuGN5vBDe8NguD433efvwfjJVsK8LnxtlWJ9Xq7FC53gXFiTK9oV+IsS9BlPRUREJ1N129+wVI5HG/GeHKtUL1H9Wk8DHnOiMmtXFcXOFblOctgIFPgN4P/CFzrnRjPXeA3zoKgdYhEA/CPjvi5BnhHPuIRH5DeDlq5xUj+PDwuG1FEltaEWgOx/ll6X7aivRaAgKYdyqk46LJQSBHC0+x2dVpUJjzSPMCOXG9eJY9xtmKmlCkzjjsg7DUFShKvfh3Cpsm28gw03UYMDWnQe4C4+y/8zf5Dl3/xQfdOnNfNVdYz5ic4D+3xdRvzXmkQ/N+YC//hh/cNnx0OhPePSRl3Il28eZzOflrMEZ4z+z+GeTR2iGGRuhxFSNmuZY9Tl1X8Tj+NEmQmBhdbkI7KPvBUDdVtsuYjMFCfWg9YJB1SvXOq9WCzeAxEDkFajGWRU+Nnd0sqw+32V7D6+y3rI4PcI+A3WgAM8A/tsc8gR4BLh1lQMsQqAGWKV9R87Ndst1E8Ds/REAevsFs3OoXbnQjmXNTTpa+3WoTlF6+mwkbQPRrDBjW2Gl5AmVYagi0pYCrWo78xyVKdi5wsHOZW7fuofbt9/Bk43h775CGO0XPDO/zLOuan5TXeM/v8xxy0DY1gfoUNPYhS6VGWc9aYRvaeU/p+3vNP4dF2zMMbHZ4RXc3mXIBsiFW4CrlHZQa/SkHrSNqv4zhG9jX13A36iEXOtSHsdTKrGq0V9KV0ABbCyw3pOo/TxLYREC/TPgZSLyDOfcPYvsVESeCXwi8IernFSPNWFG95iVdudKzOFfAqA3Z0Q80vxnLEcJz+sSFeoxvBr15+gaKrQyFKlEfdJ8vrAabaHhsp3RDD72tBWtE9IchHKVIdkwI98quXrp/Rycfy9PufU3+aiL+7z4Fst/2BXue9xyH47XYfkHn7jJPe6QN19V3H/tOdx39QO5cPVJlHubFPuCK8fVH6bEhSYLriwrteQiecaORRPmodXLHRyTJUDNFZYM7a74exs//Ba/+Z3PRJSicAOG7DVXSkO1IT9q7cCXr7R64KqQ/6zfRm1Ycs41Fb+Ln7GrnvtjJDcu7c+dk79BOb7jHX2/Z0SB/iXwXBHZcM4ddq0gIpfwedI/WuUAi/y6Xw1sAq8Tkc8UkeG0FUVkKCKfBbwOn9D5gVk7FpEvEpH/LSL/Gw6WOe8Vcb3mP6eh44fuTPd4BzoVztTcmsWO3g1ujOR31+37ABFp/AGdPWKrvGEcU8lYLAdREh7VBJFNKMHWJNVV7jIYgSQpRWmPVbnO5LwmyDOt9QyOW8kHVamKZDmS5+RbJdmFqxSX7uFpF9/MU8+9g+ecd3zkBeGZrY/xX32P5Y2Pa/746ib7j/1VLlx9EtuXn0ixL5hRiSuKqhORs7Ym0YQ8u78f01T1zlRKfOULbTs8edTSjur7mX/ZGT/kCVSe8KzGuA0k6dywNg0luc92B6LMZrUD12jfhcgmDtyO/PLyOI46z6Pu87QVq2Dcev6A2yJPhL8vWvAkfh64A19WOQ3/Al9F8nOrvMtFeuH+jIi8GO/G/SngR0XkLcC9wB7+ZmMHeCo+ETvAi4EfdM79xzn7/hHgRwBE7jj9+5UbFQvWd86DOfwLAPTmB89cr+qyA52Goiqk26hzrNv7CbbZXCHtk9tqYVfNSJKq3uo9x/PpapyQGINoGYYiYbfWbZiJIumKoLSBUNsJMDKaK0XBe0aWj/grm7zud+qbwy/81yMOXjHg4d0P5sG9Z3D+yh243fOYwuAicUbydEEFRfJ0TSVUqSA3/cI7nTzXWOO5KuJnLzKxqAgEqloEOgtp/9ui1WBeTBbCt4kD12/UzCPHsRYWmRDBwyR/6dis9XvMwSPOuRessN2rgM8BvlJEXgD8Yhh/moh8Kd5k9BJ8lPXHVjmxhRopOOe+XER+E/hG4HnJXxf+CPhO59wvrHJCNw/WfQFbbn+p2aPqt9qVr0rG7OFbgSaBNi5+iYkojjulfIg1hG/jmKBwlAhZIIJAomUZwroWwjKyrO4LS9boZpPOm0lj+rOWoSlFElZMVeyE2u1o0Vc1SwjhXD3QyOAQFwjU2AEP7D+dN135S972IPzsPQe88rPgRV+o+dHvdbzmtXDL076Wh8sP44nveS6H99+OGTnswS4UY+xoP4RwvRp11vrnLjyG2Uka5Nmu+ZyqPGe9rn87c8O4M7BwK79qg+S70KEe1Lk6hPvEZxHJziQh21jOUj2Hyjx0YLYpTY4ttxgWm+TjzUCgvgeuNw8l6jO6b9NwbRLKTZ3PE9OYtQ1cU9E2Gy1DnCfZgWg9+3Xu9BsphLKVl+P7GLwI+Jiw6CXhT/Bpxk9zzk03I8zAwq38AiH+gojcTd3KbyecRNrK732rnEiPNWPROr2g+px1Pnw6A2b0TgD0xrMnF7bduBM1oTTzobE2NJaydNaGmkYJTNUyrqopTWYlIb5uzSE6Iwc3QZ4wGSqu1k2WV6UvYSzpLlTaAba4xINjzUYmfNL3Ctvn4FcfPsfwU5/LUz/mKbznsRdy27U7sFcuevIcF1CMcbb0F+2ybFy8K+NQ8j7nYT55njCWINby6ruwB5eRzfPIhTuBBxrLrR2g2g3lq9Dt9C5EKaIDt4qUJJ/p3O5Xtkv5HxU3lhI9IzlQnHP3AS8SkU/GN1F4Bv5u8b3Aa4FfOkrHvKV74YYTum/VA/aYh3lKcvryLuXgu8YEdal0HbKaZe6w1pNdi4Tt2H/tavDk7vKVFJFw4t17S4n6mUWoFaVTkKhSZy2ShXMhAxUUaBaWWUCrCTUK1HWt09BBjO08az35tdTh2ljOkuZyATceog52UFefzH3Fli/4HyUdLx+Dy1c/ggeufgDb+7dy+3s/mHJvk/2rDnuwhysLbHEIpsSODkMY1xuHqvBtWU4ahyr12V2y4rFMKUVXH9zl60FnlUlJ6+Yjokpj65KDB14HgH7qcyfCu9blfvqyZG5Qm5iHYv7TlltkxVZtIBoPffjWBgXqggJt36SkM+QsWt4ytZRlmh9hUbV6feMsEGiEc+7X8F2H1op+NpabGUu6cm0RCXRKYXtbZTjbINKpJGrxs4/EfUTHbVyXVo1oDPWSuHpJQrnMduJKB/m3ydMrUKlCuW3VWb9F55uTj4ecv3oHw2KTxw9u5YGrH4DYnGGxybDYZOvKHTzhyi2UhwP2rjpPmuMRbrTvc57jQ3/RLgqfC7W2fpxJnpNYPby3vrRCZRDrQtv01Yp8HNz3uwBkT38+RhdTs/c2UZ8xfFvanCIpX8nGGyiT45IORJ4Yp/xC2vlQmMw9r4yTIsYbg4CvB/QEehPB98Odc4GcYjhy5irYXVCbiL4EdJs/GmgZiKoWdR0kGllQnEqIcwqJJs0gYpkL9S78fmafmUdqFprmDq7eipq82QgmH1NkiFFkB+dQJmeoC7YG51EmIz845/Nvu+cZXRtiC7DjkXfaFuPaOBTCtlEVTbhuqyYKU0KzE3nPY7iIJjPUNDCnHrhhvprYVpJVLc6MGD3gey3rpz2vc6oB6/LgLxtPkqfz/W/TzkNxCrOqgUIatnUd6pPo0p3iem4Q7FGczjcu0Z2VEO5x41gIVES+A3gC4JxzX3Acx7g5ERVC/MdbgAxDg4EJc0dqGLI2hEhVp2hwztbh2/xJk8QpLaJpILhrwwTKlRJFAaUnP6nPw+kMkXBho6zCsU4soizYGFLtUAXp4yLF+5UDVzWft8tp0rxn8vk5sdjCUOxniMqwxe2VEUYDzggHI7BlUJHFrg/NFodedRZjXDH27zU1DM1TnlCHbhNCnU2eXWMLqM01tfObINHW7yR+bqPLb8SVB2S3PBO1cyvt8jZjB1XziSZ5+trPGL4d2IxhsYkebyLjDew49+rTSFW+4udjtQ3DUBW2bblyJ4h0agSgy4V78+GszMZy3DguBfpK4Nn4z7EnUOBo4bHV86LzMLe1X5CAtvSdHFV+59RVp+1nordtNG8s0mgBqDsl+AXVHKIuMRFFQ1Ealp4WbuvKgdYDVeh24n10haidxZY2hCEVFMF9HJyetghF98UYVxYVceKsV6EtxVkX6zcbxc9rljBbAR2TGm28VIs7cFtlQf6z81fb/ff9OgDDp7yQUpWdm0OdC00Rw7dA1UChsY0NyhKa+c0paJNmbKCwPI7muD053NykvwqOi0D/E16B9jh2NMnTYRBHrRyq9naeCL2iUTNJ05eLEFRfCJWWfm5G0eeaK3cQUBf8cCS4EGIV8R2IxCKRSOLzZNIEn/e01XPiayv1zlNFGh/n5XdbqtM/l8RAlORFW3DGeK8+9U2IDUb4qgG8tb7sxFqcLRO1OfYEmeY7k1KVqtvNkZXnImaVRW68pq8zkRJoGbAa6j5R8jGKUT0qi6iS/fd4n8fwA18y0VqltDlDknIW5Z+Pyp2KPEuTkxVboXlChow3wnyrWZ3/TDsOpTcwlRJ1E6Hzhkt3ageio+SeF192PCUsa97nGZjO7CRwLATqnPum49jvzYfjVK1MNv52gZQ6wp/OXgNA1LmJZZ1ol8TYSFDJTbyaYy6qaj6zKsQmVU0odVgYC2hfihPG4kV7WklCgxSj6oQJ8mw3XIDwuTkL4VxF/GTXjdya8YRYNUaY6C7k/HhZG4bqvOcsw9CiF+/jUxNVY4olDGiNG6spJqLx5TdiDh5A79xFdueHAI9N7Ka0A7IQwo2h2zT3GcO3dfs+333Ik6ej0UAeahKFSZNQcOdOkGnYrnkjMy1sfpT6z1VwNlRkH8LtcZ1hAbKdosqi4py9e99rWfT5zsUN12VXPWkcs6oiuYZZyK9EzIs2HLohpFuRr1ZBgdb7AAKRerNIdV46ZezqZFsvpXFRl9YFvrF+LO2JpT7GegdxWv4Qw7PgmyLYmkg9WZoq39m4SHeRZzwmsD7luSAWzH9ONQm1P8eusHjyWzm4/5cB2HzGy5JGHMXENmmtp0lzn0n4Vpmsct86E2+m6vKVKv/ZlfNs190mmN+0f5myoeXX6ecbPVtYmkBF5IXUjRSiHEkbKbx+bWd302JR5dler+t1h0qwtioHqRspJLnQQG4+8mu9wrJXgY4QbhuqHZqrc4IA6NjmT/uQ3gS5+eUSSKeqR02dkpFgxPprfByL5xvHKujqfftz7A47t1v1TQ1zR9XiWuefkGfVii82RShNI1wLzFadfoVmvrOzw9C056sgtDPs+u0lfYaBSTNQEg6vSoDay0MbR5Fww6LEh3m18+Hb9/8KAJvP+CSMLjB6kjxNq1FCnHWlsDlS+rrPYbFJNt5EjTeq7kOmSMpX4mdefY9p3rkO306b+Way3/Si9Z9dWCchnh1ydYCxc2/Lr3ssRKDir4ZfAXwDcFe6KDy6ZN378c17f+AoHR5uPqyvBm8Cq06OnDRSqDpdTZ9LoEKbPNvPoyfIK0vVOE61UCmquhRTm4youhTVm1QqNC1vSfnTzSZO/7R5oe+Cc7ZOzaqm6gRPiP5wtQKN4dqGWSjsa2ah/hSX53TyPAGsc4Lt1mc8evi3Q/j2bvQTPoiSzskzJhBnXSmDYShOXVaVroTmCUBTfcJMQ9D88pUwtJJB6OwQ3XGiD+FSkedrgFfgCfM+4I34WbzjHGo7wJOBj8TPrfZ9wMcDf3vtZ3zTIS1dWZ0Eq1IWa31HIqjLPeJdNgTl1bWf5L/BBpOPThqwQ6umb5JE28ucdThxgPL7t46qDaCzEMtlUqWasmZQEVIVgsYQrq2v9Yu6JrvIdEr+E/BEHj8L1yLQsqxDuF3h2qBAFzIL+Z34h2NTnrDUb6tS7EkrxHbeOCn/iQ7dqoNTZSryClQpx9V7fwqAnWe/orO+uLR5uEmqx2LotjQ+fLsRmlZk4w1PoIl5yJZefVY3LSbp8tQyEaU3NY2p46B5YzPRxH/a93AaanQZrP+47pRNRNOmMAtTbX48cAvwLvyE29dWPc4iCvRL8WUpbwW+1Dn3ulkri8hLgB8EXiEiX+Kc+6FVT+7GxyqkuIA5qO3ErRYksi2Gbp3trhFVyTYAi7UmqC6Kswi0sb7y5g7vAxKckyq060I9aDVfqLW+nR6BrLRqOHZjyK2Z91TdamLiPJqmogrTwripCSV13Vb5zkB66Tyepmxs68qiJt+FyXPRfGc6Pu33sqADt+OOqjF7zRRU/YTTphQpqYbwrS0f4OD+/wai2X7Wp2F0ObOEBTx5gp91xdocGnN/5lDNviJ1+UrivgUm5gDtalyRYpFJy1fH/H33+c/5CCnGVwMfJiJ7wI8CX+ucMyLyzcC30OS9yyLy+c65X1nleIsQ6OcBV4GPd849PG9l59xvi8gnAG/D14DedAR6lNksFkdKpNOed2OhjkRQm46cpSLQRNE55xai1VgkPzkOzkhForOIVIIijRNvV8cNpS/AJJnG48h8Am1gnrs0VZ0pecYcZ6J0UvKswretGT2WU54p1n9BrX63omn8juLNWMfNRaosq/xnVxhDtYg0YP+9PwOuZPNJL0fOX4IZ4dtInGUwDJXGk2ejdMVkuPGQau5P4/Pqaa2tS7+/6rtKakRby2rVOU19ps9Nx/MurLrs7OM0XLgi8nTgv+MjooTHrwKciPwO8G34zhy/CzwOPB8fOf1ZEXmec+4vlj3mIgT6QcB/X4Q8I5xzD4nIbwAvX/aEbm4sR4Rz12vUgEJaDwpUxqFKuUGop+za33L/DZUC1S5pFD65D5cIYpCQs4oXMufzVzG8m4bXwvRrleHIb9BQhtVj+nYWUKMT59gyCvndxlBuahgylSJNjUINIp0ZsoXUaTs73zmtbOL40DAQpTnjdj2tmhHOlVgbGiIVYth/nw/fnnv23/HvIhiInCogceGWyRyfMe8Zm8ZnNiMfe/OQBPOQGWfYIuakTSgtcrVL2tSz3qR56pRgG2iVrLgJglz2+1onVt3/8ZzXKZWxfB2eNH8crzQd8B3AFwF/FXgn8MnOuXcCiEgGfD/wxcBXh8elsAiBGiCfu9Ykcq7326hOHKPZ50jnED/qJc8tqswEzjpfEqKp3K3Ihl/m2uXts9FFnlVTBKuqcRU0pW3O8BnOMRKtrl1r4T6gbg1IUK9etVaiU1TzYthV1tKFhGilvY8JNdLaXxoGbOTT2mTZxmnlylq/mXboP309pYvT1FBumv+sVw4PwujhX8Hs30u282Q2nvBiCn11oTMuky5DWVr3CaHuMzEP2Vb+fhHzUPrdsUj49qznOW8KvAx4H/DFLnxhIvLFeCH3Avy8n++MKzvnShH5KuBTgZeucsBFCPTPgJeJyDOcc/csstOQqP1E/GSlPSoclXyPljNNpzarylgSRJUkuqVQrUX0BT9WXqkbCaCqEGrzYlqrz/goyqJ0Qkq6eRGLtXq2qtnzM2eAYK3UhfC6vii6oEylHU6FWinGMLPtIMD2OInaTIm2a9s0ZxbDtonabDhyW0aUyTIVOJphaNZFuev3oieeN0O3YTw1VolOiE9X33fbPNSe/q0R3tW6Ll8RAWXZvef7ADj/IZ8Puf+9tPOfpZm8f495z6zwk2Zrk/u+tyF8a4oMU3jzkHOhaUVQoWntbdrEv1G+AlNueLrU5yqkuJxaPfFWjWuAcSdexvJk4LUuudsJJPlG4G/hQ7cNOOfGIvKHeL5aGosQ6KuBnwZeJyJfD/y8c27UtaKIDIHPAP4lMAR+YJWT6rEophGqCTpuwcYK0VWb1IG29xs7EDlzZaEza5NnPR4JyrTWN2A0WltPptpi40Xa+gm0fT4rIdDg4nUu1p7WpNfIi/qFftwF1298/zp9z9Qzu0TDVVfpQotQGwon7jc+TiPurhzaibhtl4ckCrSRO5/R+5gOxRmfR6PZ+PLrKK78MWp4K9sf8OkA1cTk01CRaTJlWVSfYrJgHlJV4/h4k9XIW6c1xdC4EUqdudWydjeoqfnPrtfp2FkjuuM7Hx/CPXECnRc0nrb8+CbUds79jIi8GO/G/SngR0XkLcC9wF44+A7wVOBDgQE+BveDzrn/uOqJ9UixjPKcEt4Nrtx2Ocu0ZvLOeuLzPGIRdd6Pm8ebykwvdl5KW0+e2iDpRbJFpBgfpnUm8+8ihOPIvTqtwnImKtOOnClQld3E3FZssuBX9MvapBoJNYSAKxJV1K8j0ots3OcUF2ejDMKffL1Ne6z5YXSMLYpFnLcLrJOahzrynhPmoY58aLp95b5Vwv69Xn2e+8AvQIYZLvldVCrU5qCKijhjtyFpuG6z0LbPq09rVO28jS0TQ+ehBnnGXHRyA9SZ+0yxkBN3HmEupyZ79+3CeA/wfBHRSQg3w4dvAV4E/Nd0AxEZ4M1E969ywIUaKTjnvlxEfhP4RuB5yV8X/gj4TufcL6xyQjc+2gS3jpxq9z4m3MCpqUhUcOMGQop5wxjebSkzpKVAA9nMcuL6a6idJE9tIFws3QzFEYvh46MyGtfKc3WRanxeOXtDn9wGqYb31iBVkZpMxSIxDDvrolpdhJNwbhoOnDmjCrQvmOtx3C5XtiLoZugWgumn23nbDt82yFIU6KzxWnTmw7dVCYtQ7v4x40f/J5Jtc+5Zn4XTJTaYh9odiGxiHiI8j2Hb2HUohm7dOMcW2s+7WoZQejANVeah1vc1GY5P1Kizifpsh2+nuW9hcdV5VHI8m+Tq3KmYiH4d+DLgVSLyT/FC7luBu4FfA75HRN7snLsXQHxo5XvwE5/8+1UOuHArv0CIvyAid1O38tsJJ5m28nvfKidyfeE4jURr3vcCXYg6VaizYKUK8arsdgBs8UBzndTRO0eNVsozIc9ZBOp06cmz8ehDvZ7kDToqVMAq5cO9RrC4UCajgppOCDW2E0zmP22YkiLRxvD2UbGOfczEKr+X+W37oOm8TcO3kqrLZLtGLrxlHkqX7d3zbQDsPPOz0YMLWBZIDSTqMyKGbsVkVdu+qD5j56G2M7s980o11o4aLGI2W7ht39kkuuOCQyidmr/ievFdwGfhXbdflIy/Hfhs4C3Am0Xk94EreOX5FPyX829WOeDSvXCdc/fhuxH1WBum5zIny1pmPdLxvIXW9GapC7cqZ0kvjMGFK/oOIMOVD+DKfch3/Ewu8WI0by5IbapwbSROq4sq5xUfu/qfxnkdVaVEfaNw8Oo0HSeqVBOMU4lKjaYk05qz01lH7CzkTFnXnBpCL15VtxFsfJZzLrBzibOZ++xctha0fwcLGIdE18ahSJ5peUoMx2ZZdeOUTv8mOqtDvTqrVKloRXH1txlf/p9Idp4LH/IloE3jtxAhNvelLK2wbRYmy07LVqjKVoL6NNaXrtjQvD9p5p+Wq1TmoTRy0HbfprXPRwrPHmXddePGI3Tn3H0i8lK89+aFQAn8BvBlzrlHReSVwC/h3boR+2H5H69yzH42lmPCyTRTWBDOUE15Ii1yTNv6VeUgaVs/34RbsgzJn4gr3oMZv4cs/5CmCQd8aFTPMQ60yDMlzmndZ+J4FroQeUI9rHJfKZn6P1MRKCarVKpVnkhjdU5aLlMZkZyqhbUx828MujCLOKf0uIXjynV1k+fM9WZFLGaUq6T1nn4/LTOREhDYfce3AnD+WV+OHl4E3elJ9LuwTQduNA3p5DuPN03ONnOfQK1CO9zTE1ObEVcxtXmogkludI5yw3MW8p/HT57eRHTiChTn3JuAFwVDq3HOlcmy3xORDwT+Bl55vh/v2l24x0EbPYGeeUwxBU29EHap1iaqchb8xcI3UEicqV0XSWtR+VMwxXuw4/fA1gfVF0drK2Or7/jSrOWsnbdRbdbkGYkzfazOszWVVXoxjUokfZ4q1Wy86bdJQnwy9o3w3divV/VJtYIUPk9qw5k7C6K1z/GKCvN+qqr8xxnC+18yPJs2tmgvQicXzDSS0PV6HqaXr8g0skzyntPUZwzJzup7G1VnDPOK1mFboXj0Vyivvgk1vINzz/580CbcUPm/aTdR6Xec2YxsvIEyeTVhtoszriSTZsc5WCu1GZpetPveutRc1L75mYgOLJP3XMZ9uwp5nm0VeRoEGjGtUsQ5dwX4mXUdpyfQM4lFQrqz1qsxaSSyTTduNRzMNFrVz5XF2TD3JgqVPQkD2NG7/DZVPahOygJi6NTnIeMRJMl7puQ5yg8oVUmZ7/sVVYEKxJkHMs0TIi2SFm5jEoNJKGuoLrQbtdkkKlUdSFWFkJ/oIWacIVZB6IIE1CTqVN2oIc4CM6W0ZSm09+GTtQtsOI9E56vLSfKcNArNC90CfmLzpO4zNRNJizy9sUgDY/be9e0AXHj216CHg6nqM94cpa+jaSh+l7X6VJii7jrkjK3rPq3F2bIOz7aJs1W6knaKaihOZ1aszZ233qo42+TpEIw7IxG4Y0RPoMeIkwvjLmk8auVBJ9y4HXOIOmtRg2f6o43e2gjfepUWJ8x2E6fijOp06paqpTgCeWa6IFcFWUKcufjp1DIV5oPM6tZukVTHxRZlGM+KrWrbTNfqFCCLhiT8qfq6wdwbj6wgVvwk2RHBDDO3xKF6H4uaj5ZVlXGbiEW+91nk2ULMe8aXrYbxDfUZ0dW2L4y3w98H970Kc/BOsu0PYPupn4lPUc12YkNNprHXbYXQMN6amN8O4dvEOFR9Z63cZ7t2tz3hwORk5inWQV5nmwBvZAT37S3AI0edcrMn0FPBOp22801E9ews9ViFpJlCOsm2C8t8lFJAgR58iD/iwZ/V6jM0YXBhO9Fq4uI09cyTnqeDoXdhbmb7bOo9AIaZny1PqzFKJs1FANaFcKwdUNpBeMyrqa4Oii1sMtlyZjO2BodVmFcd7CBGk+HrTEs0oHxg1mVhRhjnjUQuEITFEweEWWKcF5Xtk1MKrPGPbQPSFCU7GcaF6RfbxcpVuomzpTxbpqHq/MNjpSizUFoUuwqFspXKQCQKUdEwpL2ZSBRu/F727/0eAC59+L9EbVCFb6G7gUI7RF+ZhkyGHGzjTIY5GFKONM4Ipijruk9jGuUrjS5RXX1vbYtooS5dqdTnrNKVZcxFN755yDmhtKdDLyLyOcAn4Wcl+GXn3C+H8buAVwF/E899j4vIjwL/ZFrIdx56Aj2zWAfJdrlxg7U0LW9pm4kSY5CzNoToQPTTQDZx5X3Y8jJabvNt/NJDOotzMpEHdSZD8L/RGL6toOpQbS5jtBqTqXFFnEqNUWo89V1aOyDTe+R2gHU5xg4YlTuNt32gCspyCxPDvDrM3DE4RMYbiLYoQCmNC4X+bskcpyifI8XULRCThYFwV7mALapUJ38vS5Fnut2M6cqm9cBtzPeZNFBwAnvv/Hqwh2w+8TPYvOvF/v0khjKoHdjadBuHUkSndXRXV8ahVqOElByb5Sut3CdUNbuNJv8LYZWcZ9f2yfu7Ts1DNQTjTp5eROQX8W374sXn80TkXwDfDrwW+PAwXgKXgK/BT5jyt1Y5Xk+gZwaLGoPmrb8A8cZGCi4YiLrmCLX167hMlEIPPxhz+EeY/T9BX3hZklMiXJiC+aaqvfRqLj0jZbLKNOQS8tzUewyzPYbZLkoKsmwXUWNEX4NAoBKJNIR0cYNq384OIPxtmnNYO2BrcNkTar7DteIihc3ZUwVic7ZUyaYuUYMDMkCMRhkVzlZhjUXIqguuBKOMU+EzU4BV/jOXJpE4QjmQ0qTTl4n4GlZ/A5PI1qpLfh32b15El7uZmh6uTcizbRiCzrxnnIPVl6yES0aqOpOSlVR9+s9IKC+/lvHl/45k57jwIf9sshtVgsxmtes6KJg85K6z8WbIX2fVbCtxsuyoKtu5z4pMY0OFdqOErtxnBZN8D7PMQ9NwXITVh3+7ICKfCXwa8CC+lKXEd9D7BnzXvA/BE+a/w09n9hLgx4BPEZG/ucqcoD2BroyjKsRl3bXLHrfpxnXQnGQ7mIni8zhHaDQQOYUnTUjMRKAHH+oJ9OBPcOc/oa4FDeujVZUH9Q3WxV+bjYaQe2wg5D039R6ZKhhmu2R6z6vO/FFQY0R7IkUKdAjvKjXZrSaGc53ZRuwA7QZk41twbkg+voVhtsuo3OGaKjgotgi2Jd/VZnCImAw9GIZRjS0VFlsRgg9rl/7mQimciSQZFFAM6yZhcfBqzm9LfYGeZhxKxlMSXESRTOTbpxFnsqwdtp0gz8RZm7bra5NnFbpN8qHerXyVvXu+HoDzz/7H5Nu3I/ogcd/W36M2OUYXjdAt1HW/arwB46EP3YaaT1PIpHHINcmzmos1hm8T9dkgUxL1ObXv7aKh2EUNR8uqz+uDPB2chgL9XPx/2Uudc28FEJGfBf4S35Ho3zjnvjdZ/7dE5LOB38E3YOgJ9ObCCiSehm5dINa0pGVanR+AteiN58LVf485+IMq/9nwHFUhssp/mzynass3C0qNPWGGR9F7SAjn5nrfG41kUsGULsPaHKP3Kc2WV6QAduDn4xv7fGppczJVcMXmjHJ/kc4GG97ZORihQuMFUd5QRCxbgVp5VjWONhCnrddJXbttQ5Go5kW5yoUm+c7k+6lWW/Z7XoY8q1OZJM9GSVOXSUhUM3Sbzvkpiv13fgN29H7yC89n+2mf13mqXfnPdHoyZfKkUXwduu3sOJQqy6SlIi5RqWm+M0U7Jz2z7pPWslXDtyeFEz4vJ80WjCeDDwfeEMkTwDn3LhH5PeBj8cqzAefc74rInwMfucoBewI9ZhzNidtUkdPrO1MjUfuRat36XJrbO2d8KUdqJgJvDoLKTOSsQuUfBmSYwzfjysdB3QK29JI15vmi8caCtYIKJSJiNOjSlyEEY0gZmoVDbRaKYVuVXwYpyPPHyfU+QzViRx8CMNSWTHz8Mwvhz9L5GSBKJ4yMpnSaPbNFYbYoiouo4SVcuUOm9yjNNrmMuawK9nI/IbMeHDLEk7wGTJ4DytvxbeY/ExPynEr5pgtO+TCuAtEZjjJMn1YTTfw8q88y3rC0v+5pRNpYp3UhnNr0YLI8pUGccVlVlhIaE6TKM6tDt+2SlViu0qj51Jl3Y+sMtGb86C8zeujnQG1x6cNfTTZ0PgKh6/znxFk3VGeiPJNet6bIKA+9Wc0UBlcUQWmaUOtZNnvgpl2HyuZ0ZsTwbexVnPS9nSxb6TINMWWsvaxr+UnlPm8aXMRPctJGbC/7rinbvRNvOloaPYHeMJinRrtIt6U2UzNROpbkQkVtoYcfjhn9IcXe6xhkn9rYbbu5vDMCKqGKOQpUqTEiI5/zDGSqpWCoRmyoMcPQlGFDOYZqkkCNg9I5MnGUzlA6XanVIoR4VTEmA4bZHpv5NgfAKD9giC+pULoErVEKXJzbVAWyVMqHcEV5k1GrVKMyDzVCuImhKLp4nSdSV5UUxZxoVEFTjENz+hpP/Q3MIs/UMNRWnlU4thW6bZW2tD8DO7qfvXf8IwDOP/vbyM8/g1i2MhHGxxOmDTdX8XXsMEVszRh63UJQnl3GIajJMmmaUHUdamFyppzgvF0Iizhub044pEqpnCCuAtsd4wUwtbkCvpf7SuUsPYGeKpbNeS6SN529Tl3Solv5uGAsCp2JvMryxplqom0FWCHb+gRPoNd+jcH5T6lzoNFMZEqvvMSHQk0hYUaOYQiR5ihToo1vfhBDPSaGXANi2HagD9hQY7azkh3tiXNLe+LUQkWk4MnTOGFkHSMLF7M9Di1cKQ64ovcpzBZjGaPMTvWflqlLXCm3KJU/p6HJEG1Q44w6F0rI8WaAf384r0LJssSQEpRbWQazUGLOCcer8qHQHGtjlX/p/6+9Nw+XJqnrfD+/yKyqs7zn3aCbhqahle4BRBmlwYsw2mgr3hmuKAhX78ioiIMiKOogoIOOI3pp9bowLct4wVGuuDyC6DhcxRFGGndARoFuWW2Bppve3n7fs1blEvNHRGRFZmVVZW3nVJ0Tn+eppyojIpeqUye/9VviF1VBGyecfmEE+pm0rs6tGSf9eKdLHvKtzqLOrXEJa4TdT7wYnV6g88Ab2Lz6uShbC9kvqOHwxdN326remhnb6+DXujULZWflhbLz/sorRczTK5rgJxC5xc5L9XCrmbcl9+0ksc9hzENUpz3GUQj6kbhw78KsvFLl3RS/3mq5ArhnmhMGAZ2JZjHIydy40yQJjepvkpWbeYLq3YDz3Hhm6bt2EUXUuR74BbK9vyRPLqCiy7ysXaxb07l9bU3SzFb6sWX1VBYPVJvxkWIKS0JH9ehEGWtKczrWRAKnY01bGQHdqLy9nhXPTMOFxDzHkhDLRQ6iPe7LW2TZLnHeZt2K9n5ng55K6CbrJh4KRG1TjEElsXkfUWxcgvbZuGz777uIhVp3eJ0rF8ruXGd1lqzR4m9SE48ufvSMiFX7xRCqS5K5LNviddmSlDguTUERJeWM2yLO6VmrznVr3boHd/5nkgvvQuJznH3sTahII1FeLGVX57r1hRMoYp7O8iwnDdm4p5vr6U9PqXHdOuuztFwZ/WkrxecNMDDv06fOhTsqBjpZMtBikoeOyhpWaN0eP2y+fBD4ehFZ11rvu0at9a8Cv1q3g10P9HHAB6Y54Yj/wsDqMuyfuXrD6GcbFvMT/ZR+u+3fdABEzhKtXQdkJLvv6seUapeO0sVhzGVEVkDNjTLKWuAVPsitoGk7p9MRiy4szligraCjjHiuR5pTsXmcaZnH2ZbmbAvOtTRbsRHeM62MzbhHp3WRKNpF4h3ieIf11gXW4z3arT1TWrB9YG7yUUbUTpFIWyvMWmIixZSWIkvVuXML685LrIGSWJn+qCRU5nP15mNK1H/41LiNS2M9i7NIEvKSfIrzeu7Ygbmb9vqrbtvBY8XF5+HGJTt/w95tPw7A6cfcRLxxOSrKaYJLFnKPoki8TepySUN5mkOWWWvSE9Hqd9VLHCoVTXBfSN/6tOMHqRPSujFN2ob3hdjnXPgz4G7McptNeRYmdvqeaU4YLNAjp4lbdljfsOSh0fuYpBY/cGmmtBTzQnNnIdmpCKV5oeYmE69/NdnB35Bu/yGds99YuG51FJuFqEXQpCDG/SkqIktiJMuJsxjVW6PVW6dj5/ztpxsQm8pCebZVWzghEk1HGZftVmyEcz2Csy1jlbbt/T/T0MvN41Rsnjci2ExgN8uA+9mN9rjPHlf1znM222Q9OsWdyQZ71jJes9Mm4o5x5dJV5JGtThRliPvREMWIeO5CQKdW53z3LilFpadiipCbJ+rFTOtq5eL9yHHNw+KhnrXZb4oGxF2kIu6+helbnu7ZSxwSZZco8/rz7D52PvI80CmbV7+IzSv/FSpKi8XU/YXUHSWL0z078bRF4tODlvkIE8iSrFxtyC1TlqXotGfE01u6rHhO01LB+GGJQ6OrDlVfj08KGt3elNUTV1NM5XAtUK31TcBNE+72KeC5GDfvxAQBXQkmiZU2dQFX9huy8La/2HY/FqqI1/4FXdpkB+8n636KqPMwt4N50hrJ+68H5oR6CSOlq2n4TxdJXzSdK7dlX/dybJ+mm0vh5t3LNKkW1lROpsyUmCzaQcdtIlf5SPVXhdGRcdOqKEepiLzIQqVfYL5SMxc3b1S5qTy+5d6vp1tULcpzxImoP+WlptTfUMEsnd9SSRAasIy9cbXiWbGYi2M4S7Rw/boatAk7H30+uncnrTNfxta1P1a+tBq3rWRxf9F0KuJpLc9igWy3ykql1u1g8YP+93SgpKRfNGGAJiI1TRz0KMXvKM8tcPgu3InRWv8ZxnKdihMmoJOKy/yOOToOOqXoNRrjP1PsV0omchm5bl4omPu+d5PSisIKNbttEa9/Jen+O0guvhX1wBebWF6OWZRalBWZFNGKXIRMRYCxLASIopRO20xL2U02SLMW69EurWiXluqhs01SINURqRYyXUQPzTuxCURrkRHO821N22blZBp6GtYiOMicyAp7mSbTsBulpPo+7tEtEknodB5AHO1yPt3knrzFLtBaXyeOUqTXQWWKmAidR+SZFIUVBKwFb38sgBFP+wwYq92foyi5LdqPiY26Hyk2C7p/gy/Ho2upiJz4WdS+aPrbrrJQRTgBJI76U1XcOJco5LltS1NWVMTebT9MevE9SOsyzjz2DahWjKi8b33612iF070uhJN+wpBbYUVnUqyykmd+opC1PvNBa7M057Nm2spA4pBXNKFsfVYTiWBQlBYd+5yW1bNaV5ETJqCrRJPs2mHto1y7ZSEtJRBVYmvV6kTVpc7ijW8g3X8Hve230T73PCQ6a4TWlU4ryuAB1go11oSCnsnIjW2m5V66QR7vmTiobqHzNjo7Za5YR2S5FNNUHJGNiTpX7mkFHZfXKibtLmtr9rO+W9dYo2bMZpyym10CIG/dS4SZ2rLZucgukHS3AGi3u2ZRbltcQWFcuWAFM8/t3FdT+k9nqZ26QmGJuqp9xbrmuf08dT6QiVu3cs2whFypTjuqxDFd24C71n/tWZ2FePp9zlXrLE8v41aU4uCuN9C981dBdTj7xW+mtfEQRGUm9unEs0ZEC1yyEJTE063v6TJucaKpNa5IPM5l68c/K5m2da5b86GWXbf2AoZ80nUchniuqBAegQv3KAgCemIZEgulf6NnyFJn7ialWo9Btb+QvPchkou/Q+eBzzOWqxhBKVZrUZi4Va7JEyFLYiKsZdc+KKa0ZGywn23SSU+ZDNy8DdKml61zoHp08pxurolErCAaazLTQmZXJVJaiDNFlCjyOOdcK6WtYD+DdXtP3YrNOzwVaXajfVId04t2IG/TiXdYTzdJWi26LZPI12ofIFlElCmyVos8kSKhRuxKNMXcUEVRYKFYU1T1Y6LFZ+sszxohdX0+daJatT6hxtqsxEN9F2413gl4RRPKCUOFkLpauHZM7/53sffJVwBw+gtuYu38E5BIlxKHSu5bv5yjE1Hrsq1anq5IvBNPU35P90VRe5ale87SvuvWSxqqum7rivrroYI4KtN2FCcv9tlHYAUEVER+CngwoLXWz5t0/yCgh8js64PWJRD5r8e5doeM0xnVpc6K6kQwUJ3ItQG0Nr+dbu8l9C7+Oq0z34REZuqHqYPqVEODpOS2NF6WmPU3W1GO2j9FK4vZbO/Tbe2z2z1TrAMadx+Mat1Lt3XBlu/L2I17pBq2UmNN7mXCfmbioWBqNsR7MXJfG9XOOXfZARutjKxjXbcp7Nh9uzkc5AmwTbd9F5nq0cm22LT/+Pd0zpCqlNb6OqYmEURJjFJiXLnOagN05hKw0v5nVf1T5FZ4lfcZFglFqvhste7HnYtxNWJp3nDFhVuJgw4IatVdaxq9ZcriQjj7rl7Pbesszygm3fsQux/7t0DOxtUvZfPKZ9uMZeu6xRPPLOpboVXhBHSvZeKdSVTEPLNe3/L0k4YKq7M6ZcWKp87SwnU7UDy+ceLQsCSiUWI6yhI9zMzbVRbeQ+eZwCMxv22DgI5nEXHQZWKY+7ZePMui3o+FDqt4o3VeuklH7cejWo8mT24l2f5d2mefYzr84grYhJhcm2U1bXUiV95PbGm/SKWQt0hzsyRZnreRbAudbZJke6TRHt1ciEVbC1To5Zrcvs7Q5AJa2WpIdnFspYW2TTpyj44y02FigU6UoVRCJgkiXbucWgLKrFea27JzEmU2rtmvk6t9Cy8DN7VFuyQgF9u0NXSLeaJe4ku1epH7fIspF8PE06MqnCXqLM7+yfsi601TKY7nu22lv1+2/wm2b3k2Otuhc/kzOXXNy/qnGzdtxbprtSekrsKQafcsT1dByJ+mosuWZbFfZcqK3z9qzmfxun+BQ14HmqNWIokIeBvGAp2KEyigi6C5KA+3QofFMhlx7GEWabV/9LEHqhO5gufa3ui86kSDK7UoWqe+je6Fl9O7/020Np9BUU3Lr48LIDahKFXoXABjhZLFtNsHxL01sigx8ce8RSfeIco2WYu2STDrD62pOzjIczai3LpthbYybtn1CHbjnAec6rEZGTdeFpsbqIuVZlpYjwBMNaPTMUDOenyJSBL203O0MxP73OycZV8l7K2Z5bTaQFQkuXTIVETWA1rtvpVeiKUnnC4mbGOlovK+NRoxmFXqGJY4VEPJYq0mD/miWbJAPXeslzBUctlCKWFIlCLrfZbtW78RndxD+/xXceaLXksUKVSrIjZRZtaB9a1QysJZZNpay9NPGCrctmnStzpTO73JtzqrU1bq4p4l67OStTs0WWic1Tm99TmeaYV7SQR/RWKgWusfmWX/IKBzYx6WbZNjzDJmlMjSd+WaFFLjxpWo7MIthKHfFrWfiIqvJU8/Ru/Sb9E5/1wrCtiMSZOVS5aiicmz3CTi5ELWi4namLJtbbO0WKpSeipht3fOrA+abaGzHZIkYad1gVT3uJT2iEVoK5MkBMJFU/GSKNao9QSl+xaTb322lUkqcsUYOkrTsfNOD6IdVLRtqhTZpdP2Wvt0knXyKCFud00WcaTNQjSxKTZv3NtiMo+1fSjMc06/0LxSxr0YKSukNsko6luszmoqMnPHUZc45ESyTjj9uKYX65SStem398Uzz+5l+5ZnkXdvJz79v3Hmi/4/oth8HmCsz7rMW11KGnJCasSzKJJgp6rkWV7M9SysSZs05ISx77LN0ak9V8VdW4p7DpTrG+a6hXoRGhX/nCxxCMa5b1dcPAFYDQGdlSCgK09T4fatURhumVpGFFcAQNkpK5gbcmvru+heeAm9i/+F1qmnoTpX2GmR1pWbpSbZJkshisnJkSQit1mkca+DgqK4QhYl7GebJLrNeu98EYPcSe6nG+2xmV7AZizRUca67CghyU22LW1dzBUF2Mmsm7eSxevcuGsqIdUREu1CvEOkO3RiI6C78R7d1rpxM7cPzI+GXgvz7yPkqaCjCPLYFFfA/tgo5nTaHxFRbOKdtriC824XnxN2IfJI9f8GDdy3BVXRhKHCWWwPi3fWiWd6ke1b/0/yg08Qn/oizv7z30a1NwrxLOHFPH2L02yb8xfTVKqWpyeepYxbb5qKb4G6BKIiA9efsmL/DgPiSZ2IjYp5DrzBCdv7hKpDh4OIPBFTlejzgC3bvA3cBnxAa/2Xs54jCOhKUBW6JhbmuMSi8thiCoWfAeNuOM61mzN0bmjUuo6o8y/Iun9G975Xs375K01NXLHWGCCZjQ2mPSSKyUVIUag8QkXrSK9DG4o6uRdtHLIlPU7rFu28TU96JNEud0lKN9sls9doqhBp1iPhbGqShZTAemSKLph4KSSeQdcvRm+WR0t1jzjaQ7fuIwfWW+eJVY9LyVkO8v4yW3GUorIIiTpAG50Z4cvATPQXW0he8mJ5N5dUZabdpuajd2LgpsHYj7pwMea1ubf1+ELrC6TrqxPNUunBvrvWF05zTbGxPG99Ftnuh4jWr+HcdW9Ftc/YQ5vrHYh9ZuXvnW9xAsU0FVeez08YwnPdDsz11L67thwj1f7cz9wmHZmTl6ev9C/Se1Dzuu659CaHvJ6W4yKuR2OBignUvwh4OaZIfP+CDNobewdwI/AarXVYjWVVmG9RhSb7jzrmKIF1ySxZZdHtyo3RxkPbW9/DfvdvSPfeQbr3tcSnvqIvvE4wrLXl1gw1WZPmxqqgqJPb6q0TJxukrT0S3abrprbYuaFuastOlrORGdU3rlxdctUCxbQXZ51mQ/5VYsmJJDFrH3m0VELPVijKo5Q8Svqri6gciQQQRKSYxuK7cwtL3SUHFWLWz7Eq/rtd3JTi429OVTih7Kp1Y2qEtVSzVwQ/jpr37uTSLd9Ivv9RovVrOPu4/4pqX2Z2r7M+a3B/Y/Naime3LFk1YchNVwH6z/7qKpSThkpxT8pJQ3pAMKG+WHxTmu53cjNvtVbkh5xEZMXzd4BnYP6lbgfeiynXt2OHnQKuwiyg/VDg1cBTMDVxJyYI6BEx+ZSWUVbosGSjun2qRKV2DYPLnbl26LtyU4o5goJZlUTiB9Pe+k5626/l4N5XsdF+LKp9tnzTLqxSV2Q+tm7LCKUiWtEGKotorcecjlK6rXUuYlZLOZ1uchaI4x2zhmd6gd3sHlJ9P2sqp5ubIglbseZiYuKj61G5Rm6mzZzQXi50S9aoJlUapRIk2kXyNq32fai0x1ZqRHsX6CbrZFFiltuKUvvpdqxVFZGnuXUst22sWPplDW0pv6Iers5NDV3wrM7Ktt9WR9XFWxVRv4CClIXTj3mWhNOLjWbJ7Wx/+JnkB58k2ngUZ7/k902B+BHiqb2M2v76naoQziwxz3lacdm6CkNFfLNvdRb9qXvOim2/zm0p6WjklBVHnQVKpa3aXm2rvq7bbiKexyH2eaS8ADMt5VbgBVrrm0cNFpHrgdcCzxCR79Zav37SEwYBnSvzSCSax3EmtUJrqJkbWpDn+Atv+8Xmo7Vnog7+lDy5he6FX2D9sv9QxEDdVI7CKnXrhmaQJwqtBNWLiQCJMuLeGiqL6bb26amEfZWwmW2S6xZryXlyYB+4qLp0VY9YErq5Lkr+RWLctm27XmgkFNNfnJhWrdFYUpQkaLuwt1LtYlqLUokprmATiiSKEVulKOvFSGSqFIGNzkq/QIJbG1Sw82MjZQpNiLOczPn7s1G8Ygp+TNRRXZGFiuVZLaBQTRByfSPEM937ENu3fjO69zkT8/zi3yNaP18553Bxr4pn/7eBZmBBbH/6iVdlyBVMKPq9Z+1bnlCOe46sNgSDwkmlb9R2tS24bgc5EhfuczGLaj9Fa333uMFa63eLyFcCH8XMAQ0C2ox5Cd1h0zQWOmqfYf39cQNzQ63I9IsplBfeLk1tUYr21ks5uO/5pLtvp7f2eNpbTzMu2yztT23xauUiZmqLKCHtmvNGbBDb+Zeno5S9PGY3bxHbmKiShFa2BbrNJUnYUQnwOXaijG5urFG3bmgkUrh1oS+ce5mxQrs5pF7GLgCSgOohukeserSkx3prj910D4BOe91eJ6ZKEVYoFBSub9FAu38zd9aoO4eb1uLX0vXnh0pFnKrLbVVF1M/GrbpmRwkn9OOdti+5+Kdsf+TbIduldebJnHnsm4nWzvQPV2N9+nM5gZLV2c+ytcuRAbpa29YXT9/q9OKfJcuzknHrT1kZtkTZ8KzbcUlD4/pGjzsprluHRhovDDFHHgX8cRPxdGit7xKRdwJPneaEJ1RAF0lzcZ5PLLQucWjYa//ZUddemRsKxY2o6sr1RRQxNzIVX0V763vpbf8c3ft+mqj1SKK1a6x72NygtVJIAjo31W10ahOMzFLW5ElEi9NIu0sHk7zTSYw7F1upqJOcYzM9hU5PIfEOd+UtWtEeF+MdzrT2WVM5l9J+0YSOvb+n9t7vxDPTYorV26QdpRKyDCOgeZdWtEsntgtvxxukQLe1XnyCcRYbixmsJapID5QRC0Brs36ozlIrlkZIceIJfZeu91kXceMm1CUR1YhoSTT95CI351MJ3bt+k92P/wDolM7lz+T0F7wO1aq/GZo6v3nxumivEU7tkn6yvCyMNtN2aMKQ57Z1NW79mrfF6zSxfclAxm2zakOU92nkrm1irY5jOUVwBcmA1thRg7SY8o8QBPRY08SVO2bMsDJ/ovrzQ4tKOqaKjs5zorWnESV/T3bw3zm459+zfsUbUeq00Qa3aosVEK2VtV7NTThPBFpUis6vk0cpcbJRTHEBiNU5otjUsc2inWIR7lgyMpUAGZk2mbhpxWhy4nmQY4vVK1Idk+eD/4Ox6tF1BSJshaIsj1GRXZILIMpQkSLLlbXQxEwpyenXyHVJQ7mpoVusdqYKI7RcOH6SRKKqcEJ9opDX7rt9teQcfOqn2f/0zwOwftX3ceqaH0fFMrC7jy+cQNld6ycKuWQhb5pJkSxUKX5Q67Z1+OPddv9iBl+XxNPRxHVbx+T32ZNmfQKgj8QC/SBwg4h8vtb6k012EJFHAF8NvH+aE55gAV2kG3eRsdBhCUPjzj1KKKv/iKZtYGqLf2e3VYoGprZgViQBaG++mIPko+TpP3JwzytYu+xnUFHbxD29Q4oVYqxllOmIPDWVipSCODuLWt9nzcZE8yjlUtZit7XHpc5ZzqenTBH4bAsVbbPfvo+D+AJRtEundZFYUjqqx5q1XCPVfyNOOA/yNpmOSLINI8K6L6JK9SDbJFYJ6609krxFN93o99vMYWWr7kjUQVSMzpWdqqHMNA0Rkzzll5wrWaDmuqRQnxrr0/XVqVlNOb+StWnHlDNybUZseoGdjzyf5P7/AShOXXsjG1c93/2xB06nM0EiXVia/qU50QTIbZEDvyC8m1pSLEnmXLb+/M5hCUN1ludApaG6pKE6q3NY8pD/XH3NiPaQOOTQCNnhl/J7HfDrwM0i8jLgLVrrbt1AEekAzwZ+GugAr5nmhCdYQJeD2QvMw2ircpqEohEiXK1SBJSWPVMucUaB7tA585McXHgR2cFf0Lvw87TP/VB/vqDO+4UHstS4cJWx5nQUmcn1SlAthdg1RI0lmtCxLtSeSthWZ0nzlkn2ydvFlzq1VmqiEtJoj9T+L8V5RiwZqf0RkOqIbt4BIM9b/eQH7xe0W3DboVVCqkz93pYtVadcyTprieZgFuJGm8pLaY4g5OTgljjzLVBzAcYydY1VF240wiQtxUAHhdM8+Rap/cGy+3ds3/rt5N1PI60HcPoL3kjnAU8ZO0VlmHgW/VZES+Kp+z8UcJWFqhWGhiQMuRNpb3ukeFIVsGkSf2bd/2SiEdIaT85Cz6n1b4jIkzHZuG8C3iAiHwb+CZNErzHTWB4OPAZTnVOA12qtf2uacwYBXQLmHwsd1jcuLjq/eKjGlO9T8UPonHkl3ftfQrLzu0j0IDrnnmuLr6fF/Mji2d3w85wMJwTGmovsXFEVZWxiEnm6yTq7eYtddcZULYp26STnWM8+h6geSXbKPEc77Ee7Zi6p6s/0jCQh063CbZtlm+hsE3Qb8jZad8g9IXUrxfQ8N25uhTNvH5gFot2xbSEB8ZKLdG7EVIsuYqOlz9SPi0JhlTeiLguXuiktYg8tHNz56+x+4qWgu8Rb13H6Mb9KvHHV2FOVvKZuXmeugYq7NrNCVhfvrLM8SxZoveXpLmCc5dmnidVZJ45NBbO+79iu9bnEaK1fKCLvAn4YeJz3qONvgVdprd867fmCgC6MRbqImxy/iSt3nIj2x/RF1DZXM3PrRFQBaYpSj6Z9+mX0Lr2S3sXXgbRpn/6/zAHy3JSKg1JikT+xP8PE2bJWizhTqCgnBuIoJV7fJs5jUpVyMW9xUSVsdi6ylZ4iUj3WW+dRqkcU7yDRNpnqIaoHYqxJsVZlYXXqtnltxdO118VznBXabe0TR7Fx5QLYcn+47NxMkSuXIAVZYqe6pLkp+JQbMQUGBNX0N0wkYshUFiiJJoDOLrLz8R+ie7e5d6w95Lls/bMbEWUs8ar1Wb2EOkuzyK713NTad9c6satk11YzbYsKQ9WEIT922shtC81dtgzZrrY1E72T6rot0Ir0iGrhWkF8q4hcSb+U3ynMbckv5feZWc8VBHQlmNYKHefKndd5se42T1BdIfTIPMftp8DWLr3tn6d3/6uBiM7Zby7mhbq5pP2FuG27SWPFLcbtaudKr4O0Ieqt04pSoigl6542a4raS3LWYic2RUii4i1tmwGqB7oioFY8XVuet4vEpHFJEc4SjfzC6ZGtJZypImZYPCsTK3SJRmB/dOS6L36u8MIk1Agn9MUzuXgzOx95IXnvs6A22Lr2Z1m/8lsaHbrWRZv3xbYknv68zDrXrO+eLU1F8WLEdt9SgpE7HtTWuC0zyppsst8iWBERnIGjcOEOXIPWt2OqES2MEy6gR20l9hkfC20ay2zqyoVBq5OR7UWVIuibmjp3pW7rKxVhiiWQpsSdp6HzjGT31fTu/3nQe7ROfxvK3RiVDQrqvJw5qnNyu9CzziOkGxEnG6hWh6i9Qbu3BlFK3Fsjj1KS9j67nTPsRQnb7TPEUcJ6vMd6tGuLIph4pnHn9uOaPk44s7xNmrfts1mrNKncGLLIJif5sVDnzu2ZzyNq9y1R59I1GiClpBud68IqtR9AP2Y4AVJx/YoSdLbP7m2v5OB2M188Pv0ETj/q9cSnHjGwvy+URZt10fZfO+vZS4yi4q6tWJ2+G1ZnqZdQ5CzQzJuW0u9ranmCs/5GuXBHPQ9ra7KNd/5FcPyFd9U44QK6XEyXUDStK3fUmDpXbt012n5/AW5nPaqoL4rWEtV5Tmv96SBCsvNqehdfj87uoX3uB1HKTPEQyc18Dle9yNWVxa1mYoTVuEFt0YWog0QRUZQWiTwdlZLlMV2gF++RZi3SlinEUBJSPfxXclU8E90eEM868ijpW6FRueCEwhmbCoWZ7uGmvAw/YH2z1npAKKu4lVmSS+9j56PfR7b3D0DExtUvY+NhP4CKm1kJVWuzlCBUtFUyimuszqKykNmhv59z2/rWKJQShtyxTXu9W3V4xi2MFs3BYwWmR2shCcuZBZaLebtyR1mwdZYpDCYVZaV4KFjjNE2s5UnfEtUKckVr7esQ2aK3fSPJzlvI08+x9sAfR8VbtuRdXlTG6Zu3qrixmnmnMXkqqMSIqqicqNdBtbu022tFtm53fZtUGdfuXi9Bq4TteI84SmippHDztmTQEk1sGr5zRSV5izSzCUd5C7HtUVYvQjpKkSzui2gWIVFeEtEoMtZeXvr0KNy7o5BRomvJk/vYu+2VHNzxJkATrV/L1qNfT+u0yasYdw5/TJ1oFi7YQiDLwqnzsoVZinf643zLc6KEIYZYnnVW5zCaCOl463OxSUOrJezL4MI9DIKALpEbF+ZphU4qosPcumPcuRURLfpgZGJR1PoKOqfP0N3+cbKD97B/5/NYe+DPEK1dXRRW8N26ouJ+XVl7GVqUtVpUMe9SejFRu4Nqd1BRRtRbR0cp6+19kvY+qUrptjbIgb0oQcemNJ+fmRtH/depJ45OOAEkbxFlLeLc/Au55+IzKMQzBc8ahaolCs4aNR+ZL2jNxbSK1jndO3+TnU/+B3RyL0iL9ateyObDfwiJNsbv78c1nZsWmgun9sQSGJjfWbTpUlu1MPxYt627xkbJQk3dtdO5bhfHaonnSSII6MoxTJAn/SEwrTXbp9YS9RNYbNmdat1cl1gUtb+EtXOvo3vxFeTpbex97jvonH857a2nlovOS25cuMQmm9OroQuxGaKELBGUcrV0KSw/idLii96CIms3y2PSrEUWJeSegPbyyoJm3i/pqnC615EtpFCMy8b/a6koL+rHusQiVcRGKRUqcK7YJkKaXHofOx9/Bemlvzbv+eyXc+ranyXefOTQfarHHUgMgsE4JwwXT6+/KrZ9120/2ch32Y4VT6AQldrVVaqvhwnQNMI0rZidLBEMFuiJYtWs0Hm4coeNq4t/Dvvn99y5UKpWVDRlmOQf112ZDyHqCtbO3ERv92fJuu+he+8ryA7+is65H0S1T9uD2aSiyIufRbF5ZCk6is26lVmEiKDiCNWKzGprrQ4qypF2QjtKIcpotQ/Mu2rv9+dwRmmRDJSqtP/JREmti9YXUCecriJR8d6yuG99VpAoL5b9EpUb69kTUcCLjzIgpA5f6NLdj7L7jz9J754/MGNbl3Pqmp+kc/mzSrHSOhEuuWcdVWvTvq6NcQLF8mN+AYSsb1n23bqVcn55ZZw7nl/b1nwIYxKGxiULjRPaUa+HE1y3NWipLYl53AgCeqyYNGGoaTx0kvN57txKYpExUCsVi3JArdM+/R9J9/8ryc5rSXf/G9nBe1l7wMuJN55sprYoY/WUpshgxdNOdzGFGNx8RLM8GkToXFmLNOpPK4lSot46yi6QDRRlAiNrlcKga9bhRLVOPCWLG1mgdVTL441tV0K6fzt7t/00B3e8GchArbP+0O9i46rvR7XOFGNHCSdQ66Y1T94Pl2EWZ9FXmZ5i20vPNVNXSv1AsSC2H+esdds6xoknlbHjXtcRXLeBMkFAD43DskLrrE5GnHuaeCil/nLN3OGJRaWYaJ4jcWxiopmJbcbtpxGdfyy9SzeSpx9l/64fIF6/gc4D/h2qfXnfPZxhrFGlTB1dJ3KRnTITxWS2TJ9bJi1rtYpFoKOeFbooR7W7pvhBlIFdPs3hv+6L7OCvaieWJdF0r201Ip3F3mtbSKGy/Jfpq08MqrbrXJPt38bep2/i4M7fgPwAiFh78Lex/rCXEnUeXIzzn4v96yxNM7BsbcKgaBZtFRGtcdf2Lct+0k+pstAwly2TWp5UXo8T0WH7Nd3Gu45RnFQRFHSwQAPLzbTx0KqoNrVEh7mEzfOw7FwYTCwCigxdUaoo/SfqKjpnfom0+zaS3f9Cuv9O0tv/kvaZ59I+/c3gVkQBismUOi/KAVKs7mG+2nkegxKTsRubc2VJX0ylFxsXr6vPG2WIFU6xST9EKYq1ER9n5d/IF82BtrJ41i0BZq6b2naAZPvv2LvtF+ne/fu4VKT2A5/OxtX/nnjj2v5+TUTTtzK97UI03cVUY5/jhLP0uuKydQlDTeOdQysMuedxojkuUWgZxXPFhVdLKSfguHL83+FSMW8rdHHn7u8D4zNzx4iotRy1zgoR9eu26jwvMnTF9rXWnkW8dj297ZvIun9O7/7XkGz/Nu3Tz6F15lmIOkWxTFiWmjKAmINoUcUED5MtbNqcJqnYuHclt8XekwjVMu9VRcq4eqHImoVOIaqjqBPMft+g1enEs4lw6jyhe/cfsf/ZN5Jc+FPTKDGdy7+J9Yd+L/Hmo3A1aEvnHWFpmqdB4Sz2G4h71gipP92kTjxdLdyqcLp9h4mnf02e5VlsF8+TiGZ1/7r+EPecD4IKFuhJYpyrc57nOSxXLtRbjHXbVbGEQat0lDuXYp/axCKbCFRYopm9eTohjVvetBUzXxT1ADpbP0G29n6S3f+XPP0Y3Qu/SO/ir9E+8xxaZ56NRKeKtS21MlasSS5SNls3M+IqgrZzSwuhU4KIKakn3cg826QdZ6E63KLRjmJFGY86lyyUrUxz/maWpnHTfoqDO97EwZ1vJu/daU++ydoV38ralS8g6lxpz+0dqEYozct8oK0kmG67Gtv0E4U8sRxncQKD01O8tqpwmuvIBuOdI2vbTvI86nWTbXs5QTwDliCgJ45RIjrLcUa1e206syuv2G0nmr6YQrEkms5zos4TUO3Hkyd/TbL7JvLkVroXbqJ78ddobX0drdPPIF67pmyRRrGJrUaxbVdIZmKkOktNfVm3SkqhExrJjaBmGcUC10phiyD0hSnzRNGJa1UofYaJZrUPIOveS/eet9O9623W2jTnjdavpXPFt9O5/JtQrXP2cxptYfY3R1ia/kX5NWi9ba3LbQPiWTlGf7mxypv1xvrxTnMtvngWH86M4ukzSpzmZXkGAEQL8ZACI8eJIKBHwiKsUIYcc4ygDWyPs0qptNVboqXEIihNcQF7s5TICKmLi+aZKQHoxUVLZ4y/lOj8l5H1/oZk59fIkw+TXHwzycU3ozpfSOv0M2ideioq3urfhO2zqLi/VFoUWxEXI6hDFpl21mmGmz7iFWYvTSdpXuy9PhM2J0/uo3fP2+ne8/sk998M2r536dB+4NPpPOhbiU8/sfg8dVYRRCpiNc7K9MdUrc1qWzXGiWdFjpiaYq7TtzY9d61/3Lp4p9m5YXWhJhbnpG7baYUyWJ9gqmQNy2A/Thz/d7i0HGY8dBoRZcz1Vd251T5DOUPXazTzUkrJRUUXFFm6pi3trxkKRNF1ROe/lDz9COn+20n3/4S8+yG6d3+I7j0/Q7T+pbROXU+88eWoNePiLCxcMZm7TjjR2lyvFVNEmU3brzOMoNq35OZTVudjTorOE5KL7yO5/10kF/4H6c4HvE8rIj77FNoP+Hra555WWJuFK7w4RtWUrViC1IhmZdxQ4fTFss7aHOWurWTYltp8q3OgshD48c7hmbY+GZMLZnX/Jm3BdRsYJAjoANO6NBfP/AosTLr/KKt0mHVaQ1F0PqsXUShn6VqXqJ9g5Bu0KvpndE4/ivbWi8h67ybZezt593+S7b2HbO89AKjOI4k3nky0/sVEG/+cqHWZsUS1MvFSW2vXiamIs9ZUadqMs1C1S4hywjoEESm5V7PuZ8h2/p5s7xbS7feTXvordLbt7dAmPv0k2g94Ou3z/woVn/M+t3y4WEK9YPrtA27b8dam6e4LZ2kbzLQU/9oqrlxdFdwJ4p0wTDzHCWqTtnHCOq14BnxEy9Aa0ceJIKBHyiLEesrYZG1bnQt3XMWiSVy6/X0Lly5AZhOObCUa59YtEozAJhm5R4uo9dXE5/938uwe8t5fkXb/guzgveTdj9DrfgQu2NPGDyFafyxR59GoztVE7atRaw9DIjs9RlQ/FustqVa4fB01C1drrdHpveTdz5D3Pk22dyvZ3i0k979j4PMAUGvX0DpzPa0zX0m89WWmRm01yxWGC2Slr95tO0ZEq3HLaoas27cQ0bKr1rTlAyI8jbsWRglnk+emr+u2h7Ut2vKcx/7LSRSmsZxUVtkKhdlFdFKGieiQaS5EnjUKLkO3lGBkqxf5de1Klqqtp1u02aLzSp1Hrf8ftDa/Di0JWfcDZAd/S967hax3Kzr9LOn2Z0m3/6j0DiR+EKp1BRKdRaIzSHwOFZ8FtWbOIDYGKgryfXS+jU4vobNtdH6JvHcnee8zkO+P/KQ6D/pO4s3HEZ96PMpm0BZUE3hc84SiafapF86ir2Kd1opnabtS1q9OPCttpevyp6cMoV6omohmdeyw/lF9RyVix1M8TwpBQIdyWCI6+XkWL6J11qbbHvV6lIj6128YiIu6lxVrtJju4iUZ4RKM3JQXMJm2JUtVEcVPID79pdaK1OTJP5Int5D3Pkmefpo8/Qw6uR2dfo4s/VzN5zUhagvVvhLVfijR2jVE649GtR9GtP5oRJWLMegkqT+GHhTRqrBWs2LrxtVZmeapxoU7zNq0bXVu2uIceVVUa+KcMEWsc9ktz+H7NuP4imdw4QYOkWUU0XHHG+W6rRPPEUUXYGiCUdFVTTLy+oolQ12M1AmuUu5QkGtECVF0NVHr82FTeXHNHJ3dRZ7eA9pYlO6B7npns+dRHSQ6DdFpRJ1Coi2i1hVI+0pUdLr8kfmu3jphdNc7BF3dp7pdJ5h++7iCCQ2FsxhbEU6/vequNeOaiGeVJkLZVDDrjjuu7TDE87gjqJCFG1hmDiczl5pxdeNHWaB1bcNcullVrwaTjKxAiooKwRSl+nV1XVk/T0j7k0QVQg7kJlEIQBRKXYFqXzEQ/5SaeKhD/KXb7Bi3gHRB7u07imHi6t6HP3SYiDYtmtBENKvjmwqnO4YvnMV1zBLvHNc26nXd9rC2YHnOBS1TL6iwShz/dzgThxkLHSdW9Sxmjmh1fFUIYbhwur7qTWJY5SJPL7V9L+PcujAopE4sYTDZyLWpvqsXrDiKMtflMmqLNjuVxV1yVUj9NkedUFbHjGOENdpoCkvlGMMtzyG1cEe4aQfHDbE4x4omTCeY04rlMoln4DgRBPTE0/RHQp11Wieik5ynzlKlbI1iE4rq3LrSTyQq2pSpXlRosLKW4rBxVt90MWUmL+oi+JpUCPcIj2ytoTlCD4cyxBqdWDT9MQ2Es9gekqk7EOd0fVV37ZD3MF48fUb1jWJ68Zzu+Ie9/2ogoZh8wHCYVuh053M3punniDaNiY5y8U7ymqFtA9YoVkx1+dzajZGIYtpLyQq1Yz3Lc5RVWlin2aDbVpSMtkSpWKs+k1qgPnUZuY1FVA/014plZd9h1qbZzgZjqwMWJ0xudTbtG/W6yfawtsOyPE+GeBqEYYvJHyeO/zsMeEwjojBcNMcdZ9zrcW2WMfFRKFuk1faBPCU/6ajI8M37SUVuvNPdrL8hhUlpnwvhzcs7OTyRkjFiOiCOgwOGHtt0jxBNb3yti3ZU/7jkoNI5p3XZTiqYo4R0kramBPEMDBIEtBFHYYUy8Tlny8wd1Tfu/U8aF53MGi2SjMxGudPfdBYplLJ2ybNynNQlHWG3XeJRXhbF8rM7YFUgqxm6w0VQV/etY1RGbk0d3XFiWWqvCqbfNko0vfPMTzjHtTXpr9uepC3EPBeGJiQRBXwOW0Sno7mIwnCxrOsb5b6tGzOpqDK0zZeNwWkv9rg2TuqSjYa6d30xhUGxhEFXr9dvZtlUhNBfRcbpfJ21mU13I661TMe5d0eIZWnsMME0jfYYk4qm1zexcM7iop3M6gxu20Ui5fVxjynH/x2uNNOJ9nwX4vYZ5uYdJqLV7VGiOmx82a1bW8nI4SUbIZFZwNtVNYKyVQqIigZdvspzAztXr+cadslHPgMVcWvGzEyTeOi4OaHVfZpamzBWPMvM4qYdRhOxnDcnVfwCTQkCOhFHYYVOL6LQJLGIIccfZYlW2+uEsel205tUWUSxIir+MfxkIycCUu0D0fY4vphUk4+8tpLVmVXGY/V62FzPOScRFeccGw8dJqDZYLvvBh5qbcJ4N63/uolYTvq6bnuSNkOwPA8BLZAtv8duVoKArgSLFu5Rx5/l3JNap5O/Llnb1ekvULZKobBMwbMca5KPSv2V9mofDIZGi3EzGKIDIukzSjAr/bWiaTq8c9VYlCOszdnEs6lArqp4BtCgg4AGBjkKK3T68zZ3504qok0s0bq2JtboZK9rY6R4Ll5/CowTVH8/P/ko8/r9OKkVIVFDrNeqW7ewXmd35Q51Bw+IaM2Nf1RMEwZdsFXR9MaMjnEOez0vsWzqwl0G8QwCrJEgoIFhnFQRpaZ/EiFtKqzTuHgN9WJKvTnpi6lnoRauXl9UoZ+M5ChWiilfYylJaY7UCiQMunorlutQwaxzz1bG1Ium/3pWN+y8hHN4X/O1PIPbNjAZQUBPCPMR0Un3Gyeaw8Y0zeQdLb4D7l3wXLx2vO6LY3WcrgppqTTRoNVZxEyHCV0NRmwnuPEOE+ZRognNhLMybrSbdtbX02wPY1arc5JzBRqhQWczxP9XhCCgU3OUVihTnbtZYtG4c0zaN4lb17U1sU6boavH0v4Piaqb1x/nWZ2++AyM97p0w7+Jl3BUW/S9AbVra9a2TSqWNeMWKpR1f8+mbaPag+V5pGhBZwP56ceOIKAzcVQiugyMc/eOs0bHHcP1Q73VOW57+L6lHxIly9Tfz+5btTqrIuVNpakTNalOtYHGYjluAer6KSR1x28qnNWxs4rquL46Vk08AyeZIKAzc1It0XH987JGq2OGWatNtsuUMmt1jYt7INW25m9dFdjqLuNEcFJGiu94q3S0YFa35yGaTcZP0jaq3XC44hkEeBh5sEADy8/0Aj5ZXJQR51mEkNa1zSKe492/A4Xy6kTVHaPWspz+R814Rlz7EJEeL5Z1bdO6YqfZnqRtfF8QzuVBa9B5ENBAI1bXlTtZ1aJ5v89hbl0YFNImCUqzWLb1Y/ybculzGuHKXfjNdYRVWy8iswrpuO15nXNY2/i+5uIZCMyPIKBz4yhFdDbLp7lLd9y56kRqXF/T9uoNcvKEouE0EejqTbrqyi1fyzxLKY4Xh0lFZxGCuoi28X2TCWewPA+TCfPiVpIgoHPlqC3R2c4/3xq6o65lWN8k7Ytog9FWbN34+v7FW0SziuYsbfO2LqeLdU5GEL7DZgFToZeOIKBz56SI6GgBKY+ZZDrMOIt0lKu0qaU6zHod1j7uMz3Mv/m01ugk7fN0yc6zvc/hZ9kGAQ4MEgR0Iay+iMIkbsgmAsOQMZP2NXETjxtfJ6h17eP6mvQvimUR0nmdq0nfUbhs53mcE4Smfv3aY0YQ0GPLbHFRWESC0Ti3LkP6x1mr82of19ekv8q0n/88hWJRYjqPsU36DEcjnoGpCQIamJ7ZBWw+HKY1Oolbd9iYpmI2zpVb1+76RlmT877xNvlM6sZOe45JxxyG9biqwhlEeFq01sECDRwXZncpL2aR7llii4vqo8E1OSb9PA775n4Ylum48wTxDBxfgoAunONhicIirFF/3DQW6yj36iLjmUcV96xjViE97L4m/UE4jwMj17M9JgQBPTSOOrHIXQMcvjU6L8tuFvfvpP1Nr2MY8/hbT3MzX6SgLnJfw+TTf4LgLS0nYB5LENATyWFbo/55aXDuSQR3WndsE7EcZcWO4zBu7IeRaDTrvs3HHK14BiEOTE4Q0ENlWdy5ME9rFBYtpKPGTpMl21Qs68Yv84226bUdhiA2u5bpCk4sMtErMB+0KYh7zAkCeuKZj2t5uiSjSc7ddGyTcZMmAs2SOLRIFmGxHY61CUE8jzXaW+v2GBME9EhYJksU5m2NwqRFGHyaxklHjZ3E9Touoajp+GVhEck38xNNWBbhXNQxAyeJIKBHyjIkFvnM73qmc+1Oeg2TCP8sVuck+x0mixSieY+bpT5wsDpXkpCFG1g8yyiiME8hnU5EJ7mGWcVxnolB8/pbzusmv6jEnFUUzkUdMzCIDlm4gcNi2UQU5imk07l2/WtwLMpybDrvswmHfYOe5XyLm2u5XKK5yOMGatEECzRwmCxbXNQxX3GfraLRtNcy62e7TElE8xCCxU4XCYtbB04KQUCXjmW2RuFoLdLqtTjm4YJdpvmd8+BwLcDZRHORn+mq/L2OGzpk4QaOimUUUcf8LVKYRkh95mG9L5OVOS2HL2KzW5vBZXtsOekuXBGp+xZqrXUQ3oWz7CIKixBSmEVMp00OGneceRxzHixPNuryWpyHcfxAwDBOCD+NCQcHjoRljYs6FnN91Zvz/ATVMS9LdVWY/ZrnE9cMwnli0IQsXK311Yd0HYGRLLM1CosW+vkvpbbsP0zmwfzEJIhnYHJ0cOEGlolVuOkvLo44P6vUZ57TVw6bxQjG/DJoD0vQgnAGjo4QA105VkFIYdFW83xipuNYlmpEixeJ+U49CeIZCOuBQoiBLjHL7taFw8psXYx1OozVv2kvbp5mEM6AI1QiCjHQpWdVrFE4zGkidQKxWFFdXhZf1OAwxSwI58oQKhEFVodVsEZ9Dl/4D8fluzwcL+E8ivMFAuMJAnpsWMVCAEdzzePEZdkF9mhK5Z2UcwbmgTFAj3/0r7GAisia1vqgpv0RwFOA88A/Au/QWm/P7QoDU7BqFikskzt6mVzAy1FXNohnYFLCNBYAROSJwOuAx4rILvAG4Ie01pmIvAL40cpx7hOR79Ba/8FCrjjQkOURpMmYVzWh+bIcQnYYHPX7POrzBwLNGTeN5fOAPwZO2aZTwIsBLSLvAX4C2Af+HLgfuA64CvhtEXmc1vofFnTdgcasqpA6llNQjw/LIljLch2BuXBCKhGpMf0vxYjmrwBXAg8BfhV4PvDDwCeAx2qtv0pr/UzgEcB/BtaAH1jQNQem4rjcoDKOz3s5Spblc1yW6wjMG53nc3ksM+NcuDcAnwG+S2udAYjIdwFPBR4PfIPW+hNusNY6FZEXA08HvmoxlxyYnuNkzS1rwfdlYxnFaRmvKRCYnHEW6FXA+5x4ghFJ4L1288+rO2ite8D7MRZrIHAEBKtmeT+DZbymwPyxSUTzeCwx4yzQcXnIw/qPf/7ysWAVp75MwirXuh3HqgnRql1vYCY0S+9+nQfjLNBPAdeJSHGnEZEY474FeFJ1BxFpY5KJ7pjXRQYOg4zltVoWRTbisQws+/WNY9WuNxCYjHEC+t+BhwK/JCKXi8iDgF/CuGf/CPg5EXm4G2yF9ueABwPvWcwlBxZPuOmNFq9pxWySY67y57/q1x+YneDCBbgReA4m6/b5XvvHgG8FPgx8SET+CriIsTwfhvnv+cV5X2zgsDnuLt55cdLF4qS//0AtJ92Fq7W+HZNN+9eAYP5T/hj4l1rre4FnYuaB3mBfP9xuf6fW+n8u7rIDh0+wKgKBQEN0mMYCgNb6A8CTRKQDZDYL1/X9hYhcCzwNY3l+FvhDrfXdi7rgwFETrNJA+CEVCMAEtXC11t0h7ReB35jm5CLiuYZPjRwbWEaCmJ4cgmgGJiHUwl04WutfBn4ZQOTyMPVlpQlievwIohmYnmV3v86DsJxZYAEcp4pHJ4kgmIHAJMxdQEXkpzDTWLTW+nnzPn5gFVn1gvYngSCegTmi9YnIwl2EBfpM4JGYakRBQAMedTfpIKqHTxDLwGIxC2oHAZ2Gt2Es0ECgAcHdu3iCYAYCi2DuAqq1/pF5HzNwkgiCOjtBMANLQLBAA4GjJixbVk8QycASo3Vw4QYCy81Js1aDaAZWiCCggcAqManAHLXgBkEMBFaZRgIqItdjiso/FLNM2Vu01v//iPEvA75Wa/1Vc7nKQGAhBAELBBZCcOEaROTHgR91m/b520TkT4B/o7W+q2a3RwHXz+UKA4FAILB6nAABHbkai7U8fwzIgV8BXgT8J+AS8DXAX4vI5y/6IgOBQCAQWDbGWaAvwsyJ/dda699xjSLyKuDNmKXObhaRG7TWH1ncZQYCgUBgddBoffxDJCMtUODLgA/54gmgtf4c8LUYq/QhwJ+KyBcu5hIDgUAgsFJojAt3Ho8lZpyAXgbcUtehtc601t8J3AQ8CHiniDx2ztcXCAQCgcBSMs6Fey+wOWqA1vrFIpICP4AR0afO6+ICgUAgsIpoOAEu3HEC+k/AdeMOorX+dyKSAS8B/gT4+ByuLRAIBAKryglYUHucC/cvgCtE5EnjDqS1finwM8A54PFzuLZAIBAIrCQaTTaXxzIzTkDfjpn7+f1NDqa1fjnwU/TniwYCgUAgcCwZ58K9GTPfs7EtrrX+URH5G+D8LBcWCAQCgRXmpMdAtdYp8M5JD6q1/oOprygQCAQCK47mJJTKHOfCHYuI/KyIfGIeFxMIBAKBwKowj9VYHghcPYfjBAKBQODYcPyzcMNyZoFAIBCYMydjHujMLtxAIBAIBE4iwQINBAKBwJw5GUlE8xDQe4FPzeE4gUAgEDg2HH8BndmFq7V+idb68+ZxMYFAIBAIrArBhRsIBAKBOaOB9KgvYuEEAQ0EAoHAnAkx0EAgEAgEpiQIaCAQCAQCK4GIPBH4EuDzgC3bvA3cBnxAa/2X8zxfENBAIBAIzBVtlzM7DEREgBcBLweu8LuKy+mPvQO4EXiN1lozI0FAA4FAILAAFi+gVjx/B3gGRjBvB96LmVq5Y4edAq4CngA8FHg18BTgWbOePwhoIBAIBFaVFwDPBG4FXqC1vnnUYBG5Hngt8AwR+W6t9etnOXko5RcIBAKBOeOycOfxGMlzgUvAU8aJJ4DW+t3AV2Lios+b8E0NECzQQCAQCMyZQ5vG8ijgj7XWdzfdQWt9l4i8E3jqrCcPFmggEAgEVpUMaE2xX4s5KHywQAOBQCCwAA7FAv0gcIOIfL7W+pNNdhCRRwBfDbx/1pMHCzQQCAQCc+bQYqCvA9aBm0XkW0SkM2ygiHRE5DnAzUAHeM2Ub64gWKCBQCAQWACLt0C11r8hIk/GZOO+CXiDiHwY+CdgF6Pkp4CHA48B2pjpLq/VWv/WrOcPAhoIBAKBlUVr/UIReRfww8DjvEcdfwu8Smv91nmcOwhoIBAIBObM4RaTt4L4VhG5kn4pv1MYa9Mv5feZeZ43CGggEAgE5szRrMaitb4dU43oUAgCGggEAoE5c/c7Un7pgXM62JqIvM/b/mWt9S/P6dgzIXOopzsXRORuTOB31XggcM9RX0Rg6Qnfk0ATVvl78nCt9WVHfRGHydII6KoiIu/TWj/+qK8jsNyE70mgCeF7snhE5KeABwNaaz1TOb/gwg0EAoHASeKZwCMxgdogoIFAIBAINORtGAt0ZoKAzs5SBLMDS0/4ngSaEL4nC0Zr/SPzOlaIgQYCgUAgMAXBAg0EAoHAsUBEnki/kMKWbfYLKfzlXM8XLNBAIBAIrCoiIsCLgJcDV/hd9tkXuTuAG4HX6DmI34ldjUVEWiJyg4j8nIj8lYjcISI9EbldRN4iIk+Z4dgPFZGbROQjIrIvIgci8jEReb2IfP6QfW4TET1sO3A0iMi/FpH3iMhFEdkRkfeJyAtFZKr/nUmPF74Xy82i7iPhHtIMK56/A/wiJjHos8DvAzcB/7d93AT8HqZC0UOAV9t9ZkdrfSIfmPXgtH3cAfw34Lcx68u59p+Y4rhfAlyw+3/a/uF+D/iMbdsGnlSz323mz1G/HR5H8h15jf2b7dvvx9uAS7btd4Fo0ccL34vlfiziPhLuIRN9Vt8D5MCHga9oMP56OzYDvnvm8x/1B3CEH/xXAW8Bvrym75uA1H5Zv3LC4/6F3e+XgZbX3gLeaPv+rma/E/flX+YH8I3eTfFar/1BwC2278WLPl74Xiz3YxH3kXAPmejzfy9wP3DZBPtcbvd578znP+oPYFkfwBvsF/WNE+yzRv9X5xU1/Q/x+jcqfSfuy7/MD+B99u/0rTV913tiqBZ5vPC9WO3HpPeRcA+Z+PPdBt46xX5vBbZnPf+JjYE24AP2+aET7JNhfnFCP4Dt4+IRuxg3XmAJEZGHAtcBPWpiJVrrd2PiKVcATzzs4wVWiknvI+EeMhkZxjKflBZzWC4mCOhwrrXPdzTdQWudAO+0m/9RRIo/rH39k3bzjdr+DAosJV9inz+stR52k3pvZexhHi+wOkx0Hwn3kIn5IHDDsMSqOkTkEZjY9QdnPXkQ0BpE5Arg2+3mpCuXfw/wMeDfAp8UkbeJyNuAfwS+GZMB9pLqTlrrq7XWMmw7cKh8nn0etTrQpypjF3K88L1YXWa4j4R7SHNeB6wDN4vIt4hIZ9hAEemIyHOAm4EOJqlvJkIhhQoiEgO/DpwB3qm1/oNJ9tdaf1JEngS8CfiXlF037wNutr8yA8vLKfu8O2LMjn3eGjFmUccLLDmz3EfCPaQ5WuvfEJEnAy/AfF5vEJEPY36s7mJc3qeAhwOPAdoY1/hrtda/Nev5gwU6yOuBGzDp48+ZdGf7xf8QcA3w9Zj1/S4DvgE4B7xVRH5sXhcbWAh1E7CX6XiB5Wfq+0i4h0yG1vqFwLMx8eYO8DjgGZjP/d/Y14+zfR8Anq21ftE8zn2sLVAR+X8wXz6fe7TWA+4PO/7VmOVt7gRu0FrfOeH5zmLma21i5ml90uv+ffvL6O+BHxWR39Raf2yS4wcOjW37fGrEGNe3PWLMoo4XWGJmuY+Ee8h0aK3fivlhcSX9Un6nMD9e/VJ+n5nneY+1gALPwpjuPv9ETfxARH4O+D7gbsyXfpov5tMwvxTfVfniA6C1/riI/DXwFPsIX/7l5Db7XP3u+FxVGXuYxwssKXO4j4R7yAxorW/HZLQfCsdaQLXWVzcZJyI/A/wgcC/wNVrrW6Y85cPs88URY+63z+enPEdg8bipB48RkfUhmbNPqIw9zOMFlpA53UfCPWSFOPExUBG5EfghTOmsr9Fa/90Mh/usfb7OTz/3ztXCzAcEk1EXWEK01p8G/haTcPDsar+IXI9J7LgTGLu6w7yPF1g+5ngfCfeQFeJEC6iIvBJ4GeYX3ddorRv9+heRV4nIP4jIqypdfwjsYX5F/oKfUm1f/yeMq+4C8I7Z30Fggbi/7U+LyDWuUUQuB15rN2/UWude37DvxVTHC6wG09xHwj3keHCsXbijEJGnA6+wmx8HvtcU9h/gH7TWN1baHgw80j4XaK3vEpHvwdSrfCHwDBF5PyaQfZ0d3wW+Q2s9ykUTOGK01m8Rkddh0uM/KCJ/AiSYzMrTmESPX6rsVvu9mOF4gSVnhvtIuIccA06sgFKOHzzePup4N2b9uEZorX9NRD4IfD/w5cBTbdftmH+Kn58hxho4RLTW3yMif4a5kV0PRMA/AL8CvG5Sa3HexwssBXO/j4R7yOoQFtQOBAKBQGAKTnQMNBAIBAKBaQkCGggEAoHAFAQBDQQCgUBgCoKABgKBQCAwBUFAA4FAIBCYgiCggUAgEAhMQRDQQCAQCASmIAhoIBAIBAJTEAQ0EAgEAoEp+F/uKZ0FduNJoAAAAABJRU5ErkJggg==\n" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tracer = al.Tracer.from_galaxies(\n", " galaxies=[lens_galaxy, source_galaxy], cosmology=al.cosmo.Planck15()\n", ")\n", "\n", "image = tracer.image_2d_from(grid=grid)\n", "\n", "tracer_plotter = aplt.TracerPlotter(tracer=tracer, grid=grid)\n", "tracer_plotter.figures_2d(image=True)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "The `TracerPlotter` includes the `MassProfile` quantities we plotted previously, which can be plotted as a subplot\n", "that plots all these quantities simultaneously.\n", "\n", "All of the objects introduced above are extensible. `Galaxy` objects can take many `Profile`'s. A `Tracer`'\n", "can take many `Galaxy`'s.\n", "\n", "If the galaxies are at different redshifts a strong lensing system with **multiple lens planes** will be created,\n", "performing complex **multi-plane** ray-tracing calculations.\n", "\n", "To finish, lets create a `Tracer` with 3 galaxies at 3 different redshifts, forming a system with two distinct Einstein\n", "rings! The mass distribution of the first galaxy has separate components for its stellar mass and dark matter, where\n", "the stellar components use a `LightAndMassProfile` via the `lmp` module." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:38.514242Z", "iopub.status.busy": "2022-02-13T14:02:38.513818Z", "iopub.status.idle": "2022-02-13T14:02:38.819444Z", "shell.execute_reply": "2022-02-13T14:02:38.819717Z" } }, "outputs": [ { "data": { "text/plain": "
", "image/png": 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Swo4w7J3scLVveElzWNu12tHofxmeznf4VOlyUaQDIFEB3J6zRIYebRGoiNwP+DhwoojMAJ8G/s4YE4nIW4G31e1rj4i8yBjz3b63uCGWQ4c7PG0cPuIctvbkaB/D6U8dPlU67EpvAFaGVfBYt5PGchTwY6o1A8eBvwGMiPwSeBdQAn4N7ANOAQ4H/ldETjbGXDWAdmewHP6l4WjjcBHnMLWlHSx1e4e5881iuMy9w0Wkw06isDzaODxoR4G+CUuan8UqTQO8F3gZ8EDgeuCRxpjrAUTEBT4CvBybm/Py/jcblr5DWwjD0b7hIc1haUeCYWvPQui0vUvdCQ6XuXd4zLvLwazbh5cgYUVG2NSjnVN8KHAb8HJjTAQgIi8HHgGcCjwxIU8AY0woIn8DPB54SP+bnKNdDAd5DkMbEgxTWwaNYeyoh0OdCs6QKNIVDGFVPG7tjBl+OHBxQp5gSRJbfxCs6bYGxpgKcAlwaD8aWQuH4f1nHJa6fYKTTksDh6W7DvXHXsq2DBOG7ZosfRuW/jmBpb4GC2OY2zYcaEeBLlSFqNnyAVQvGuY/c+nbtrSkuVRY+uvenzYslSIahiCgpVXLw6FIh9n32EXbchNuiluAU0TEyZhwXaz5FuD+wPezG4iIjw0m2ta/pg5DR9kMS9u21UWci3XMpVDPnWBQne1S+y6Xxsw7HMFGK4lEBZyVn8bSjgn3J8BhwEdFZJOIbAY+ijXP/hD4VxE5IllZRBzgX4GDgV+22rGIvExELhaRi20gbzMMK3muNhPUYpveBmVyXMjUO6z3WxaL2f6luD5L818svWl3mO+/DtqV+ED7MQ0x2lGg7weeg426fVlm/rXA84A/AX8Ukd8C+7HKcyv2deVDrXZsjPkk8EkAkU1NTL7DegWHtV2DwmIT9bDvc5DXox8qZNBm0cVUS0ujSpcWw6pGh7VdS4N2isnfLiIPAT4G3A8IgfOAVxljdovIk4FvYaN1E8zGy//QW/OGkaSWrk2L/1a8WEpjGPa1VNvC/A6p3+bcVvvrpTNcbHPv4vpKlz71ZVhfHNog0dwHWkU8btr9RaQARHEUbrLsNyJyF+AxWOV5B/ADY8zO7ps1jMQJS2muXVysBuLsdJtBXpOF9t0pQXbS4fablBar019ccllaH+kwqr42rv8q8IF29I5gjCk3mb8f+EpfWpSTZ4rF928ul2N0sp92111ovWG9L6F9BTtIIh7kvto9zuKp0sUn0mEkURjedi0OhkhkD2vmbU6cS7//xSDBZsu62aZbNOuIelFb2W06NbkOilAHTaYrlUiH2aRbh2HtzvuMISLQYUROnku7734QZ6fL2p230L77iaTDbEZorchpoU63k065Xx34oIlg8VTR0uSQLgPVlxNo9xCR92LTWIwx5sWDOMZgsVKJc5jV5qDIsn5eq9/tfJ//u9f/bn4H3Or3QsuakVOzTrcZOTfaR3Zf7ay3EAapShfLhJyr0dWMQSnQJwPHY6sRLTMCzclz8ffdzvb9JM7uvtf8T7IQMbeLqHa/pkqCpobceuko60mykVm30f7b7aT70Zkvf1Waq9E65EFEXeObWAW6zLC45Lm8iXOp1Ga3ZNn6M/0vxKkuE5XOE6mbpxSinPR7FqKa1ycxWld/ZL4bHdXOMzomUzKfmrSzjOdVO+xWn/Xk1G6n246JOIt+KMrFUKUrUY0OGYnmJtzuYYx5yyD2O1gs3r+9fIlzqZTmQvPqSbHRvCoxCs58okxIUlRKiOJ68WI7T+Jlye90mSTfM2/c9SRaQ5Ym+RJ/6HR58t2YBvN0ZOcZTTK2g5go3Q9EYKI6Um1k/k1ItVmn24o42zWN9sOEOijCW4lEOoQk2k6du2WOPIgIWHmvSsNGnotFnG2SZgPCTMnSdatE6bqIUojj2N+OC459ZMRxa0h1QSSkGH8HLBHGhGgJMvvdYCKbbm3CsIZUjdZII0I1CnCwNN6ITNtBMz9qp77VevTSwQ+SSIeMdHrCSjuf4ccqJ9CVpDpXImk2M802I8osWfp2kfJSohTXqxKjKMT3EcdFlCCFEbuO5yNuPL9QRJRC+R5OQXALEe74DDgRujhN6M+gnZCyZ+s4u9o+Tk7koSIXFbk4lSISuRD5mEoBIoeo4mK0IgoEEwlGG6IgNskGgSXEKIIoJs6wYskzCi2pao0JKlbJGo2uVOJt488wxISBPX8dWHNvxvxrRxuEWoXajuk3Oy87vxtV2osi7Xb7xdpnFYtfzWjw6rotCLkPNAsROQNbE/cw7Cgr5xhjzm2x/puBs40xQzqo9kpSncuNPPsR9OPM+16jMlVifvVShTmPOD3PEqZSSGE0XlaAeJlbcHE8gzc5ixRnCItT7JncQahCdHEXRW8WVwUUpZK2LjA+Ze1RCkbR2kPCUZzIoxAUKQRFVOTixqTqlcYwkYupeESBi4mEsOxgtEFHOiVTIh9JyDOsWNXpuOk8JcqSrlJWxSYmZq1t4U08jA6sQjUaET9Wp81Qb+J1GszL/hfdqNJe1dIg1NZKUnBLfy5mJXWxTdAWgYrIPwJvS37Gn88XkZ8CzzXG7Giw2V2BM3pu4UCwUpRnv/fd7f76ZaJtjygBhFhhigPiWZNshiyV54NSqMII4jqIP4IaGUVcHzU6gfIcRjeXmD30WmYKU4ytvR5PKuw+cCzrpjbjVkZwSxMQuRA5UCngVgqs378x08TILothIhcvcjCRYixSGK0wkVgrayRobYi0oRL7QI0xkPpDg2qAUb2pF2IFbYm/xhwchVXTbhRaIg1DO1+bWKnaZakpOAyqQUo6VqqxKjWpKq1Xp81ItBdV2i9F2k+iGJyCy/2iKw8LEmisPN+O/Sc+D1wGHAc8H3g48DsReagx5oYBtrNPyImzv/sblJm2uYk2VZkJaYqDeAVLllnS9KziVMVxS5rFMbwJn8JEmQNHXs7U+J0cetjXucfGn7LBDzhmVOMI/Hz3BLt3PYyZ2WO5ffv9GStPMLbnEMz0JOGcTzAr6NCSlNGJWTXupKKSJbNMABBQJbsGkExUr52hqvOTAKXEDwtWWYtK32KzZGuiKDb/hphYqZqwkhKqDgLQGh0ky8KUTI2Oj2uCjO+0PhipGYmSWa+VKm00v355q3WaYZCm3eVOpEtk0s1NuCleg83nfJYx5uvJTBF5H/Bl4CHABTGJXj2YZuaoYrmQZz8VZwPiVF7VLOv5lixHivazMGpNso6DjBRRjkp9mDgRxbkJAPbsuw+oCtu8PdxSut7O2/F4rtn5IPyZLWy643hMaZS5qQJhyRKUqcxZ5RhUUrJM/JJpUBA0VpENYOqJM/5tpDby19QTa2abeccyGhGFUXGwU7yNUgoTRqjYvGucEOO6ts2V+LjaAR1YgjaVBTr5Zqbe7P+52ObdfquuXMV1jTwKF4DTgT9myRPAGLNdRM4GPgG8CDhfRB5ujPnjANrZIxZHeS4f1TlMpNlCbYpP4s8UccBxUb5Vm04xJsjCSKoynYk1uEXFyKa97DjsSkJvFr+wHwB14HDW7j0UqYygbjmGYuBQufIUtkWvtj7HUGOMwcyVGCmXIArZGx7A6H02OCc2iaYkqaufwPwI2ximBYHW5Itmvter0jSNJpsy4zrJThA3Exkcz0vJ17U+3pp2RlY9Z88rNfUGlVhdR5iwbIlUB1SjehcKQHIa/KZuvXYU4zAp0sGouMUNMBqS4KIVhnYI9CDgl40WGJuM9hIRmQFeC5wXk+gVfWxjj1gJnuzlQJ6d7KMZaQL4tWoTGqpN8QuI56P8EdTIGDguhUnBHZtl5qBbWLvuL7gqoOBOA3BzeQ1wKEQuwaxLVInQ5TnMXAmjQ6ss60kljYINawgyS5zQoAhCFo3MtzEJ1gTxZAm0rkBDTd5pQo5BYtp1bbRuQpLJPBTG6CqpxuQrRmPIFFJSym5vrG81PQedJd3INlZAjF/X2TfzbTYLOlqKgKN+YVja0QsW6RzyQgopdgNjrVYwxvyNiITA67Ek+oh+NK53LHfludTE2W8f53yVWRMUVG+i9QuxSXYE5XlVtalc1PganIKL8sDxDKI0RkM4U6R4492RW+6KiRSzcXTr5IxmujSLiSL03G2WJINKmg6SDbbJkmSaawnVwgeZCkGWWKeAfRizF5jCUMKOKV8CShjK2E4rzHya+NxV5jp4CCPACMgoUEQYR2QdyKT9VGut31c5NUUd6os8JOk5KXFmSDg1/QI4Sa6r7QpMoYAJI+tHLYzEPtOC9ZVqjdFBXLyh3lfaSJHWox+KdGWr0cXziw76OAIq94EC3AycstBKxpi/FZEIeCPwU+C6HtvWI5YzeS41cbazXa/EaX8vRJziuKjRMZQ/ghRGccYnrJn24J3MrbFjtps431LfeQjBrMvcXkHPzloSKMefQQUTBHHgjFWUaVTqvIIECUEm0a47MWzDsAvYEX/uwrAXOAAtEkI6hZn3pX73AqxD2ABsROQgRDYhHIKow0GtRzlurVk3yX1NSDUmTRy3qlCTvScm6uSaaYO4rr1mUYiuxP5T7YCJGgQdtUOejXymtJhXv5wF1hnEtoPcVxWLV093JajppUc7BPob4D4icn9jzG9arWiMeZOIaOBNwKn9aGB3yMmzt311Sp6d+Dkb+DhFIc6IDXQZKaI835pni0VLoCPj4PnWjKts8YFwz3oKpbG0MEGkFXN7I0w4g5kroRPirMxZRZX49uqJM6n2YyKM3o8xN2C4CcNtwB0YtgENx5HPYByYQJgEJoAiVj2OxN997KPmZD4BdGaKgACoAHOxap0DZrCq9gCWrGeAPRj2ANdiDFWC1QCjiByGyOEo52jEOQ7lHo3S4xgVWrXpGasOopCkslL6mTU5K2XFqrEkTKhQxH7dUMUpNEnQURQXaEg65mZk2ijwiLp12yGnXom0n9G6OYnOg+R5oAm+jzXNvg5Lpi1hjPl7EQmA/0c/X83bxuD/teEmzmEIEGoUHGTJMq0SJApRPuJl1KZr1ab4IyhvBDW+BnEUblHhFiJ04BCWIapEBFPlOCp2xpJkHVnWpGrECtOkOY8RRlcwXI/hWgw3YLgZ2Nnk3CcRNgMbYuWXfK6Ll/WjI2rPXG4IgX0xge7Dkulu4M6Y7Gcx5hqMuQatz7OcjEI4DJFjEOeuKO9ERA61ZvHEhOu6cUCSk5p8xbO5tuL5qVk7Ke6gK5U0tzQx7xLNpRWPLJm2SoXJoln6yyCJdLjV6OKZdAdEorkPNMUF2HzP1vH4GRhj3iYivwfWd9uw7rBcybNfGCZzbfI9a65NgoNsLVpiU6OtCuTbggeuj/JGwPNRnoNyFY6nUY5GB46Nlo00plKOCbOCnputVZlJxx4rTKsuSxhzFYarMFyN4QZidsnAAw5D2IpwMMIWYAtSEwLQTFX1ivZIQlIT7sZ56xgM1h+7PTY53xy/GNyO4RaMuQXCn8eiexLlnIByT8DxT0OZY9JcU3EtD9ZHCQuA64CW1EQMWHIlDjDSFTCJimp1bvUqtBezbrvr9HO7xcHiqNEBXYPcBwrGmBA4r9MdG2O+21WLusZyJc9+7HOpibPRZ2ymTSsG+dZMK9ZMm6aiJNG0xXFLpK6XKh9dCYjmNMH+MM69PFBrmo19mona1JVy6svUURnYhjZ/wHAlhquYT5hbEI5BOAJha/y7mUKqx2KlHbQ6fu06tu1jwNEId8ksCzHcFpumr8dwNbAfHV2Iji4kLH8aZAPKOQXHPw3HOwXlramq0iQYCezLj2NzSvE8awXw/GoKjC7alxvtLRBsNIxqtJtt+3H81ljWJLrCsUKKyefk2f9tuiHP7PcqcbYy16pCXF4vNteKEkQJURDZFJMoQs9Nx4RZQZdK8/IVqyoziFXmRWguA3bVtf9whGNj0jwGYZzWZLmUHUo3iquZohOEwxGOBM7ERv7uwHA9mqsxXAlmNzr8MTr8MQEO4pyI6z8IxzsdNbIlE4AUR/Si4r9cI46t32uUsv+JUtVgo8i2oeojrW+v0+QzaXv9tVgO/tHl6hftc7vzQgrLAcuRPJfS3zkIc60zb0oChBLVKX6hSpxxxSDxRxDXB8e1JeciVU0VCYI0glbPzdrfGd9mojaNrqD1JWhzEYZLgelM+yYQ7opwd4Tj4iCfBK2CXJYDGqWAZJfVk0h957gRxWaUPCiONL4dLX/EmCswXIOJLiMoXUZQ+ghq5u44hQfjFh+G8jdZ01xS1MHEuadocONgowooPw42qhAXn6jE1Y2SYgzZYKNsm/sVrdvuOv3crn4f9GE/VSwrEs19oMsBg/2HhpM4h9xcG4+GkjXXiuOiiqOoQmyuTaJqxaZUEIXW7JeYZuOgoEZq04RlWzFI/wXDr9H8nlrS3IRwLxT3BI5AUDTPT1wuZNkK7Z7DfGIyOHGYnwNsxjGHgDwKY2YxXIrmMgxXoKM/oWf/RDD7CZR7Mo7/cNyxM1BOsRp4FOegClRNu2GIdt34hcdNLQUSp8AsD7PucBHp4gQX5ebcdrGMCXQVvN70DYO6VnXKMzuUmOMiyqlWDnLtd+JBqUViFWPiEnphJSVQXbZkOl9t7iDSP0WbXwHZAYAORnEKwr2xBJoNXlhMldmt2hkEGinURqbRquozRIgBoYDIA1GcgWEOI39Cmwsx5hJ0eDE6vJig9B84hbPwxp6I655gd5cWaNBpiUHRGkOIuJ4dCJyYuMVBTKUu0KhZx91OkBEN5jfbRydYrWTSh/POTbjDilx59mebAZhr43q1WXOtnRebawGiEB3GJfMS4izPWX9npVKtClQpY3SI1hehzXkYLqeaGbUG4VQU9wEOzpDmUpplh/Glrl3FViVRsApRcBAUwikoTsHIDEYuQpsLMOY6ornvE819H9l3V7ziE3DHHoqoYurHBgdVGEmHWKtRo1pjIlta0Ka9ZE269eb1egXa7DwWItKlVKOrTIkKeRTucCInz8U7bv2+mpBnUkUoHlZMPB9ViAemjsfglFh5ojUmmLMdaXm2Spxzc9X0k6CM1nvR5qdocx6wJz2+cC+EB8TBQMkr7nL2ZS4mFlKltf7I5FVF4uAfkRHEnImSh4DaQWR+htY/x0RXUZm+isrMx3GLj8YbfxpOYYvdRsX7lmoRBskW4Y/mGqS9LNT2Vmq01fzschZYp9l2wxVgNHi/6GpV4O1hGRLockKvJDZM/s7ke5xcnynBJ86IHcQ6UZ2FAlKIg4fiQBMTViBMTLJzVoWWy6l/U5fnYh/nLUTRd9H8EtKRPw5C8SCE+yJMsHCkbP7At0a75l2LKpFCbIMFNuHIs3Gcp6Plt+johxhzPeHsVwlnz8EtPgJv7Jk4haPS/UisQJX2beBSHHBkh4QjM4RaEmRUH7WbtKsfJNruOo22SdrRLVYJKQ2jQabPWEYEupyU57CqzoWIM/vbafC9tnZtkpqiCrYMnzM2ZtMd/BHEH7GbxoNLm7CCLttKNbpUSvM3kyo2UfgHtPk+hsvSlgj3QDgzjqRNuvFmnWqOztGFeTeuzyam6vNWcjoiDwB1E9p8D61/S1g6l7B0Lk7hgXgTL8QtHG+HpdMa47jVakZxnV0qKkOkSZBRs/bMb1vjtg86yGg4TLqDN+d20VYh94HmWCoslsl2IX9n8n1+oJAoGxBkA4TcalpDtjh5Mtg02M8oTKMzkyAhE15OpL+O4S/xRi7C/VA8DGFTPC8nyMEjS0TZeZANNKpZL5GNBkRA5FiUegN4u4j0d4iCnxKVf0VU/hXOyBn4a16C48aKNBkhRitw3fhFChuApon326w9WfRLjXaDVaIku0VOoMOCwanP5a88+606k89as219XqcaKcbjcfrp6Cni+um4lKY8GwcCza9PG5VmMTohzqvjY4winIXizEzpvGbpJ83m5egNjUy72fnV3yYl0bhEIw4mstG36DU46kUo/6/Q5rtEwfeJ5n5Bae4CnJGz8CdehOMfGQ8Q4Fq/qNjxS03FWiWMDmy6C/V1dXsJMMqVaG/IXxjqsQwIdLmQZ69YqkChVv7O2FyXjJpSl56ifB/xrO/TjqgSjymJTgOCdLkcBwZV0JUyOryKKPpiXFoPYBTFI2JTbRylmxPnEqMVkdaTVWxqNVFKpCSDdss4jvNcnJHHE+lvElV+QDT3M0pz5+OOPhJ/8mUoZ6MlXTcOLHLjktthdSDv+XV157dhPhrNb9eku1Q5o/3BYAOL2rw+AqglGEtkkTHkBDpMBNcKSxEstPj+Tpy4ipCoOGDIqY4naeLgIKiOvRnFwUFhiK7cTBh+EWN+Hx9nDMXZCA9GKDKfNIejM+oMvdwHw3i+nZh1iQvKYztPDUYiGxgkE7jui3HHnkwYfI2o8iPC2XMJSz/Hn3gu7ujTbA1k4hErksG/awKMog79otk2doqlUKPDRcKt0eZ5LpfuuwcMMYEuF+W52OTZzvoLkWcr1dlg2DFnJDXTOsVRxHGQeLDrBPPMteU5jNbo8nai6Gto81Ns9+jH/s1HZBRnNjBoGFTnUjz5w0q+7Zp1LZJAIxsIhI22TUr+yTiOegnO2JMIy59FhxdSOfBJgpnvUljzKpyRM1G+j9EuxrE1dY3WUI7VqA4Qk5gos+UAk/bMJ/XGxNQuWXVDav0w6ebm3OWCISXQ5fLqshTKs5t9tjrOfGJNhx1THiKOVQfJsGOOUx2Zg7jeaRppG1VNt1FAFHyPKPwyUMIWNH8wDo+DtCZtI3/WUmC53G/N0B65DQaNVKrtuNORbYwlQAFbpIgt+MW3ovkjwex/YaIbmdvzNpzCKfiTb0Q5h4BSmLg0oHFcJLKKFpyYROs78EaBTo2Ws8C8fmA4SHTwaNHOPAp3qbAalOeg/J3dKs+M2TZTGEH5o6CsuVb5fqo8E5gorJprtU7NtVHlcqLgU/FYlCDcE4enApvjLdslzn50IsudHLtBO+fc6bVtTJSt9lWjRnUceCQKyhojCvHvjj/2EXTwI4K5LxCVL6G08/n4ky/EHX0GSsX3WjzKC6GLCcvW32qcBsFFzdrbqxrtVol2uk399stcieYEmqMxFrtT7sbfWT+/kf+zdnkaBCIOorw0PUVcF/G8eCDs+KmIQqs+tS3TZvM6dxLOfQatfxHvcyMOz0K4J9Z828i/OSgFkKM1steo3f+gFYk2Xy+psZukvNjgoAhCheDhuI/EXXcWldmPE839hMqBTxCWzsOffBOOd3yNq4AojIOWdCa4qBlZ9uoLrcdiK8PlokRXL4aIQAc7/k3/1OdiKs9uVWf9/DaVJ9V6tsnA1uK6qJg8RakqccY5nbpio2uj4OeE5U9gR0bxUDwaxaPj4w2KPIftRWaQGGRH2q/zak5Y9QFGSOZecj1QRfyRN6L9h1GZ+RA6uI653a/AG3sa7ugLUcrHiLKbao2uzIJRiAkwhnnHa+wL7ZdfdHkq0cEXWqg5YK5AVwKWr9m2Hybb7G+nwffaSNuknq34tnatUyxaBeq41fzOoILRxpproxBd2UEw91GMuQiw1YMcngusjY/VC3EuJmENu2odhFl2UGikCJmX7pLmjRqN0ZFNj/JPpDD5CcLylwlnzyGY+SpR5WIK696O+IfberpGIzpKB+yuHWd0oTb1wy/aDan1QoTLxZxbh1WQxrIK3hH6hcX2eXazz1bk2WR+prJQYraVRG3GSE21UYjRxn5GEWHpx1RKr47Js4jDi3F4A8KGuuMNS8dej6wKXwkYpvNZIJraVP2WNsLWkihaI6aAP/oyRjZ8DHEOQQfXUdrxEsLSN8GxqVPievEYpHGOsmTPvdU16MWq0+k6/cQw/KcdQvVpGmKsaAW6Ms22nfo7G5lt44LwccCQKB8pFJE4YEg83w5HlfieohAdxMRZqaCDHVRK/4HRF9v9cCIOz0dYgyGoy9Vb6ijbxep4+nGcfl6fVu1ZrP+hmRKtRtPaGUFMog5aa+s+iFzEO4aRNZ8gKP0XYen7VKY+jFP4HYXJv0cVxqt1dOM0FztQd6UuzaVelda3qZmJtV0l2mjbfq3faPthN+euLgw5v3eP5Ume/T5OI/K0SMxoovzUv5mYasV1alJVgDRVJSz/hvLMq2PyHMWRl+Hwupg8s6S5lCkqg1JijVROP48z6P03Os6g0cg3aT9tlG7822j7PTbnmjCMhzwbobDmTYysfy/IJFH5d5R2vxRtrrJKVNn6y6KSILdMMFx6ro0+28Ggrs/S9ykDr8KW+EBzBbr8sDzJsx8+z4WUZ0yamYChZAzPZESVeRGP2sR1bGcJZj9NFHwbSHydL0FYQ9oZDjQdpRX68X8Pu4lsUD7QRvvt9//VLHo3qg0uMhFG20+Uh1b2xU4Dyr0/xY2fpbz/3ejK5ZT3vg5/4jUo9zHpOKOUtR2Yu28FF6hbpxm6UZbD4RMdnBI14Kx8H+iKI9CVSZ6d+nPq38Bj4mwRMJSabZNRVaIQHdihxsK5Gwlm3osxNwIOSp6KMo9ECOPgjSx5NlMc/USv//Gwk2W36BcZ1u+nH/9h81STlEQTxLV0qYBRdiButEbcdRQ3/geV/R8nmPlfKlP/gTPyZ7zia1GmgNYawtiFoKNMwYX5x6z9bLQ8i3YJslNiW+kkuvKx4gi0Pxgm8mx3u2Ymqsz87FBkYuuN1gcMWbOZxmgTk+dvqEy/H5gBNuPIq1AchS0NwyKT59Kbvga/70Fes1466162XwgxiWbbaiI7nJmO1aWyLgTRLv7ka1D+3Snvez/R3E/QwfUUJt+JuOvttoHGiGfbnQYrdXIOzcipXTW6vEh0IMjTWJYf+qM+h4k821Wejfw8Dcy2WeXpuumIKtYHKnHFlygdqzOY+QJR5SsACKfhyEsRPCAZYgoGS57d/BdLfQ8sxbF7TQvqdvtO/+Nm5tKqEq1Jc4kHZqECJgxs5C0gSuGOPAR10FHM7fl/mPAG5va/hsLEu1GF49FKQUXFQ6JFGStJu4FF1TbNx8oj0YGp0FVAoKvgFBcLS608m/+uqTAkTjrahcTmWlFSXd1oTHiAytTbY/IUHPVMHPlrhJFYGdSTZr/Js9sAl15ffhYrsKbf6LXdvdyL/bheDe6jOKDIfo+HOktTqWz9Zcc7mtHNn8EZuS/o/ZT3v5Eo+rW9r5WygUWp5SVpb/aTJr8XwnK8R3IMAitCga485dlsnXaUZ/IZBwplxvIUt4AoBxVXGBLXRZRYc63REEWEpeuoTL0No+8AxnHVXyPcnaSakGlKmr1iMTqxwXR8/Yxo7E0JtGpHu4EwnWzTbNteziFrzo2qgUXiQEha0ENDPMBBkZGNH6S8918JZ75NZepdeKMvRXlPAGPva5viQmw1aaZAs+eyUGBR/XqN0KnZuxczee8m9r4XWcjHA83RHoaJPGu/V5WnioskxIUSfD9VnwmM1kRzl1I+8HZgBpEjceT1tiiCCTKqE5orz2bzOjnPfm/TPbktxYDr7R6z846uG19ot/7TbrZrFVjkzA8syvjtlVugsO5NKPcwKvs/RjD7KZzCDryRV2BCF9GqOhqMiTKBRclxG/1uRqr15zlM5twhwyqwby57Al1a9blY5LnQOk7d92Q8T2f+kGSiasgzUZ/BzLkEM/8OhIi6D668BoyqmtGoDxjqBYMmwe7+z6UgzG5R39bOCLUXMu2FuDtBnRLFqQ0sCkPA+kNNGCFK8CefjfIOZW7XO4jK3wYzjeO+FlExAUc6TpdpRzEvRxIdYn/oCsWyJtCVRZ6tltcTZP1nvfL0q4NhJ8rT91Gen6apiBJbDD6KCKY+Szj3JQCUehyKZ8Tmr8Dudl6qCnSnYjpBu9t1vv++EaUMkHBNZ51Ys3NauDPs1HTbT3NtI9QG9FSVqJ1fNedWTbmKWJUWCrijD2HkoHHmdr2ZqHIexpTwim9GKABgdKWN2rnNAolyEu0Iq8CEuwpE9nJHJ510hkzjqixpwJBkAodiGBMRTP17TJ4K13s5rnougskEcEQNHqaFOtjs1Ck62a79/UusyrsmT3HmT4NEn47X3XkPat12UXt/1dx/ScWiTO3cpFazTcECt3gfips+AjKODn5DMPtOjATVZ2Je2xey6LSD5WO9WBTklYiGG0unPhfTbNvsQa5Xn9XJmm79NNdT+YW4+LZbJU+j0WFAee97iCrnAx6u8waUOQWjKzF5RnXkOajgofpz68d6XdwfgybEfmChNi6gWjsz+3aiNLv1lbaDWHlSN6aoDhDjoCtVBYpSiDaI6+AWT6S4+b+Y2/HX6PBSQnk/rvcPSFTAhNh0GT2HwadW9ZL53UxtdnuenW7bi9l8CFRorkCHE0sfddtPtEOejebPJ9SEPFEe6ZieMXmmFYZEoaNZ5vb8Q0yeRTz/H1FySjzQ8WKSZ7tqs731OlJbfVOT819iep+6RIfn1Jk67e9/tTDmuwuqtXMj0IF92YvCdEB3E4aYKKwq0ZHjKG7+GKLWooOLCSv/jHjKpnJJ/KLZ8Lq3UqSt0K9z7wd6b8dyiglYKiw7Al0+fs92HqZ2ybPVepkp8XuKY8dWTIgzY7o10TTlvW9GBxeBrMH13oWY42PyjDunhhG3/UT/OuOuSbMjDIDsFuN4AyHTxSbSBHU5oslXE6WmXLSOSTTCxKZd5R3FyKaPgEyiw98TlD+AUTQpPp9tc6Pf9efXLbq5/xbjOPPRbX9rJI5B7MM0zFi2JtzusXQ3Y3v7a/agNvq007yI26TGrag4V86NoxCnmdv7ZnR4BcgGPPcfEbMZYwLQAc2VZ/33btFux9scbT/QHZHkAN+0pUEPkIls7hwLtbXJ/9ToejQx+bZn6s2uMyjz7nzTamIUlMyLngnLIE5afN4kgXKuHTvUHb0bxc0fobT91ejgN+A5uN7fIsaP/wqnwbXII3N7Rm7CHS4sH5NCv9rZaj8ZIs12jpkatzXKU5cseQaWPP2Rf0LUoVZ5Lgp6Vzb9J88+qCRRradutmm2XVvo4JzavE79VaWdosn9mR0GLUGsOpNKRYkpF8Dxj6d40IdAxtDBL4mCT2GQ9BrIvHNopT6pW6+T+Z2us/RYPv3u4mPZKNDlZbrtZp02ybLue02xBLdQzfdMzLeAiWZqyNPz3wP6IIjCTMm0QajPRVKcbRFBp+bPJX63bPf4TdVso/Nt8D+2qUyz/0Pz4JJknUEGHGVUqYlsUJEGI5FNbYkVaFKpSCmFYAPo3PF7U+RfKO34a6Lg+4i/ESVPgMiJdxVhkmoNNceq/2y37f1WokunQrsKKlpW8qw7rIJTTDDM5NnOevVvxzES063yrd8zGWEljro1JqC8723o4HKQ9fij70PYbIMv6sizil5VaTuKpPU6C/rj2vLv1fuxWqAfCrBR6km7U7foqM1tXo8F2rSwr7QTRdqdKk0784wSNTqoBhXFn2maS2zWdcdPY2T92wAhrHwBrX+RuX6N3CSNPvt1HtntB7FuP7brEmKsCbcf0xBjWSjQpTMh9Pu47Zp7Wj3A1SkdGFsSBepWo24BYzTlfe8lqlwEstaSp96M0UFt0FCMxm+Y3Va46W69Bf/rBcmmXfNlFyQ5yFSXdva9kLm9I39rG0owadMCvtLeFGkn69XCkIzcUlWGxkR2LFCtMdiAIgFLoI69Pu74I/D1Hir7PkQYfBTP3whybHxOft1IQ83UW7uqrrtzW3ifi+/XzKsUzceyINDeMOzKs5XSrJ8/nzzTlBXl1KSsGGOoTH2YqPxzYBS/+E4ID7LkqYOq6TYJxOjJdDtgU22vpNkuWfaJIKXD/bTth26132b7qD/3hoS6AJlmj9vCvNs/Im0fNfmhGtLB4CsgroeuVKqmXMe1L5qeT2H9czDhnQTTXyUIPoDn/TOiN2IiHRNFo/bUm3DriawXYuuUaLs51iDIvAVWgX1z6E8xd2C3QCZlJUlXSfyewcwXCGe/CXj4Y+9A5OjqdlnTbc/ojTzbMtW23G8fyLNLM6rEw8PVT0uyn3bPYcHrscA1bXGc9ky7/ULdvZs15ZpqWkvNZHT1BUIU/tpX4xTuB2aKMHg/hjLzU1s6bX+7L8rLE+0H8pGbcJcay8N0Owj12dx0a+vcOiDW74nj1qasKEVQ+iHB9OcAhTf6ZpS6B7pSbuj37G54sqVUnK22W4AcOiClboiw32inDfPUa7Ntsuu1ZeptU5V2HHDUhum4bVgVWGvKJU4gdDBhYFNbjPWBqtgPqgoj9tMvMnLQe5i988WY8GYiPoqj/tYqWZwFUluypuNG57gY6S1DbsodennWO1b4KXbTCS4WeXayXj2hEpOosqZbqSrPqHIFlf0fBMAbfTWOc3o1mKKB37MztKH46tvZAN2RZ4tjLxRE04Y660r9tZOO0svUThPabfNC16DlMVtd+15eNPr3klKtUkRVhZpqcQX7Wf+yoVD+WoobPwgygQ5/hzbfrD5b88672XXod5/RCQbdx+VohaEl0N7V5zDfJK2IaL7qrJkvfqw+q+N7JvmeOrydub3/DwhxCk/C9R8b58Vl/J2ZIvHtt7MT4uzSXNu0g++SOBeIcG2bMAeSq9kmOjx2W+e0UORvN0Tas1m3j89qSqJRTZWiNDI3CNI8UYn9os7IkRTWvh2AKPpfDNem59S61F+jec1+d4LF6Lt6O0Zb/XNuwl0aLI3pttNjLrR+L2+ljd5648ChxEeT5HumUbezlPf+A5gDKO++uIUXx6H8QdOUle7Mt+20vxYtSbPT/S2kNJstWlChdUCIapHfO3WDwJ82zLD159zS3DtvWWb/7Zp3W+xv4TzSZHmn92I2sCczL+l3oxCjNVopqxZ8MEEFXBdxfRtYBHgTD0IHzyGY/hKh/hCe80GQAs1Nua1MuNlzWqWm3MQHusIxtAq0Nwyz+qxHO2+xmbf4rLpICiUYQ3n/+zDRrYh7NP74WxAj1WGeoIXiHOyDtyjk2YbSbLnPdsizLkhrUdHusRc4l7aUabP9NkW/TbvdP7vzOvPU2mI/jckEE+nagCJRCn/ty1DuPcDsIdQfs5WKoIEK7eLe7WndQe1vOfWTw4mhU6DDb7rtxQe4kNJs/JnWuo1NtyhlA4ecJGjof4nKvwIZozDxTtA+JqykptvW6rMXtDbXNl7QYefTijSbHbsrIqAtchS1NJ2O0fH/1aqNukoIDXaQfm2pTJupyLYUaROF20SN9p72Mh81aS04dsQWcSC0g8MnFYrQ2gbgQfw8jeB4PiMb3snsjhdg9KUY9QOU83hbpchU6lJbmqnQejXYjULNLmeBdXpFb+q1lQod9kLw/cAqOMV2MGxvYk18LOLE/k4bOCRKEYWXE0x/CgB//O8R2VIdbBgygUNVLGvy7FZttiLPBdSdrfDktE+eWcXY7rQAsm1o2o5W+1rAd9p4QZNr3dJH2mQ/jWb3zQ2ygHWlLq3FxgWY+OUyfhlQChwX5R+MP/n3dmv9P2hubnIOnfg8F6t/GaJ+bJWksawwAh20GaOf6rPRsnozUTw1GaZMm92U978b0Lijz8bx7mf9nkln0aDWbe/ItrEWTQNGOg0QatTZN9lH06CZVkE3LcirnqjmkVWHZChxgFejqbf9tmhnK3Juck1aBh81uvZNCbnZf9rk/xtUkFF9sXljXyrTcUODio3OjccPFce1L6Wejz95Fm7xiUBEFP0nRoSqG6XRM9qoze2ilz6l13V72SYHDJkJd7iLJvTzRm9luk2+Z/2eqprzmQ6ObagceDeYvSjvZLyxF2IqQU3SuMlG3caoVZ/9yf3sPC2lA1XTQm22vQ9oqsxaqrkWmEeAXaDdfRidUUn1yAQYZc8lNfnWb5cNSGpilk2ubdOgo7ZMuy3MugOtZpQp8ZcUmzf2XCSOLTJBBRzXRuQmw/2JAkchrn1ZLax/DdG232L0jRj5LiKPx0YgJWlgjcy2gzLltrvO0qDx8z/86rEfWGEKtFMsA9NKPVHExeLDua+igysRtZHCmrchxgY8mIz5tope1WcX7W+pOjvYR/2spiqpya3cxKzZ1BTadP0W6jG7XT+mFsduedx2z68RGly/loq0bXRikeinWbcOyf2vMwFFJk5vyb5UJNfaGccf/zsAIv0NDLdl2tfoBXiYMCRtWgUm3KFSoN1j0DfMYphuk8+s6TZWoqn69BDHRUfXEMx8AcD6a/Q4RsemqTCI/TzZgtgWnfs+W593Z77ONkmvV8XZidJsQlYN0Wy/g8gHjYuem3nBOnH7GqS1pCOOZKH1vPM2Omq4Xrzz7IrVY2aufapKGwUbLboabY5qdaL4uAaMriDKt6ZbpexnHEtAFMbPmA+ujwK8ifsSBU8kLH2LyHwCR95lTc4GzLxzaleFNrgODddtdt6DUqHtK/y2IGCGnPz6gVWsQPtJuv3wUdTOz47zSVJxSCmQMpXp9wMR7uhTcfxTqhvpqr+n9rPRQ9Hbg9IzeXZyrB7Is6Ufs2a9BfySNe1R6dR0/T6ozwWP0077G1yPeWj0cjCQQhG9qtkuUB9AV1dcAaNt3ECsSNPr7VhXiT/5SkQ2Y8yNGH5K9sW2a/9sUwzrvnI0wwpRoJ1i0E75Ztu25/tMH9K4aAKqOlRZMPuxON/zSPyJl0JkO4A08lY39n321u4q+hJh26by7JY4u1abDQhs4WN17netQb2azGyTNS0KDZSno2pVqtbz2jNPA9Sp0obpMS0UaUP/aCvfaMOUl36lu7RGI18oYJ8RrMJPVChRiAFEuVaJGt+mtjgu3vhrqEy9jUh/HZHTECbr0jey99tCKrRXdLK/pfWbxl6lFY0VQKCDfNMatOk2+7tKqPVFE8S1uZ9RdClh6TuAS2HNW8F4GJ0ZNDgdcSJTYaijvM/hMNk2jKitR5fqqiPS7HDbhusshHrCqwkKqiNNpWr9dVrXtLcm7y5eL2lPw0CkDJk2DDpqFHDUFyLt3KTb13EojQYNJgzRgFIKE1RsTqgH4jhgXJQ/ggkreONnEpbugw5/j+ZrOPIyew6mnjiTc6tvayNT7rAGFPVx30NiwhWRrcCZxpgv9nvfq9iEu9hoh2SqxAmZgbKVAioEMx8GwJt4EY53l3SrbMWhtseWbKmO52PJyLMR2gmYqTNzLmTirDGVtto2Y26dl5qSRHM2mMRxaqam69UHK9WZdxu2pdNzaHT+bZq6G6W/zEPbQV7tm3T7FqFfV2geqOaGxqZcY+KOX1lTrijBn3gt4KLNBWiua6NNC7U3N7EuIk4DPjeIHS9zBdrpTdhv02036rPZuvazxveZGSg7KH8Ro7eh3GPwxp5pH/i4QHZqvq0pGN9O8FB77Wya29nO/vqlOttRnB0oxoZ+xfptGs2TZJ7MW69p2+vaY7RufPmMJr2GiYJ0HJv0D6Bq1Wf6Wacys+beelWaPZeawKNUsbYw79abdgelRgdh0k3MuLFJ1wDoCGIVKoFv2xU/T4hCCqNIZHNGXY7CnXsGYelLaP15RN6JCHUqNDkPh95Muf1UmE3U/qCPL2BkOBToILHMCXQpMQiHv1PtPDL1bnV0PWHp64Dgr3kTIm4myrba0c1Tn30onND33NxhI886ldZ0XivilAbrt9O2Op9mDa9kOZuYDHWVgCQx52bMvOm85JgZE68xjchSzTftNipcnz2PerNuXbRuw9zRvhTwyOyyXybdmlrRGrRgjLbjh4pCRDBxuUzjuHjjzyac+zHG3IThVwgP6rEtvRDV0vo3F4IBdINHoZ8QkSvaXHVyUG1YxgS61L7PdrdtFDiUfG/k+3RAeVXfpxiC0oex1YaehOPfPa6qEpuc4rEOU/QUPFSLQSvPfhNnp6TZUm1mCXPevDqirZ/fxnnMIyqjbZxLo/8yNjGKk8xzUpVk958QrK71m2YIUrK7TZqTUaSNiLSvarSPShR6IdGoGkxkHHtecXUisEUWTJLO4hQQoxF/xL7PmDV4I88nKH2QyHwTkfvb822oQrPnNSgVukx8oYPD3YA/AZctsN4RwOGDaMAyJtBOMUw+hxYkG5fsI37zjcIfosOrEHUQ/sTLazrVeW/QXQcPzUdfyXMh4my0zUKRtQMkzlRl1szLkGb2t2T8k42Ubat0kLoI2pp5mdFCjGhE1ZIpjrLztCVUo02VlzKHSPRyOi9WpfWKtCGR1lU5mhdotIAahQZ5o/VE2m6UbpckWpMPaqJMO6wvVLSqprSAjcYNKohy42sSVycCJApxRx9OWP46Rt+E5uc4PKxBu1uZTTsJKOonFpsQzWKYcP8IXGuMeWGrlUTkKcAZg2jAMiXQpVaf/fB91iIdcQXSTtfILMHcFwEorP1rRI2l6rMGSWBEnzBI8mx8wA7Is5WptgszbVPibEaamSAdScgzUaBSu++W5JkgS5jJb6PtpdW22LlIAzLVGlCYeJkorAkyS6QZE2+9yXeeabcNs26nJNoQjdTogEm0JZIauXFQkYlCJFtkHuzLbFwvV3kFvNEXUpl+B9p8CyX1ZtxGirNb8lreKlQPnkB/BzyqzXUHklSzDAm0G5IahL+y03Ubqc7MlK06pBTiekSVr4LZj/LvhTNyJraaik47VluGLKqSZ13wUDdYVOW5SMTZMWkm68WDLRMXGk/XyRKnsr6yGiKtIdoWz20SHJR5KZKkIzfGEp2p/t9pkAtUP3V1XpVcJT0/YoI0Ws9Xo1RNu9lgo2yL6wON5qW9ZP+HrFm5kwCjPpCoPa827v0GwUSiVdWEG0bo8hzKcS2ZxhXAcD1rzp2bxR0/i2D2fzD6KjQ/xpFHZ6oT9Zso+x1Q1Om+uju+AfrnTGqKDwLntrHeucBRg2jAMiTQ5Y6s37MxRDkYthPOfRMAf/K1NqDBZLq+bBQmLH3AUDdm2ywWMtnWLOuRPJv4N1PyzKrNOqVZS6rSYH1BRFJilhYEarSJI2wVGGMJ1WhLhEaDCMYoIES07ZTEsWNZmvhTFPE6xD5Uuzu7TGzgURJ0lFyn9PhZk2umKMMCgUl2fp0arUc7AUYt1u8GPavRNI86kxaWmLeTqlCOi9Iat/hCgpk3o825KB6OiBe/mTQz3y4Ln+KygjHmeuD6NtYrQTIuXX+xCgi0XVLoxXTbaFkj9dlYhdanrqAUYfnzQIA7cjaOd7xdPamckuStJR1YH6Jvl0x59lN1LmSqrSfOVqQZ53Rmy7rZHM54vmPVq3IVjmepSXkRytGIoxG/bI/vZP4LJ4Qo88hFDiZy40+FjhQ68G0/HglRJfZjxwXPxWhMFFlyzJSfS1Mvko7fVH16iSJt5CPNFudZyKwLHajRbIDRQn7RlubczgKL7DnVqtHmL4V1wURhAK6XViYyYQVTKVv16RVxPAcTFpHyCCiFVzyVsHQ3jP4LWn6Bw9k09oPWtb/ZeS1aRO4iEbksigl3ybEKCHQx0AezsiiIx/s05hp0+CuggDf5ssYqJlt5CLo233amOnskz04DhWqWdUiercy1sYoUparfU5JsQJyuF6/roGLidAsgjsHxKogfIE7ImnUBZ917hBOP9Thh6zrWTzisKbqMeDEBAdNzIftKIXfuDbj85lkuu36WX/2xhJmzkZ6mNJYSajjn2b858NGhxkQaJK7fqhSSMd8isf/OUfbTjZVqrEgFnabBZIm03SCj5Hq1pUazvtGGEbfZP7a/PtF0cQf39bxgorj9JrJkqkRQnr1HxIsDilwXr/h0KjP/iDY/QMnDYwWcoBtybLbeUvtCO8cimXAbQkSKwOnGmJ8N+ljLjECXMpK222O3UnFONXgoGTpKKcLyVwDwxp6G420GqCbT67oAhx7Q2TiefYq2bXa4DpVn1+baetWZJU4grYXqOGkktLguylUoD9yCVZmqWAK/jPbnKBeneNrp63nH449mw5jf8jzXFF0OXQcnHAIPPWEdAH/YtpdXn/NHrrx1htG5SdzKCE6liF8aw0QuUamADhyiwCGqKIwxSBTZNCalkEhVCypkgpGMaISQJNgoCT7KEmmNGq0LMurJpFsfYJT9P+vNuQMi0U6RBBNJQp4xgUJ8SzkO4o3Eh3ZQ/unI7OEYcyuG3yDcp3V7h4zk2seya/dW4CcsAmEsIwJd6uChTo7RmjRrPuvK9hlzFTq8BGQUf/KZNR2RScgzU3loXuH4NjuUvpbmW6g4Qgvl2XZ6Sh+Js8aPmShO16810zoObsFFHIM/GiD+HOKXCcf3UvHnODC6h9CbpThygP97xpk89JhjAbh029X8+raL+NOeK9g+ewcz0U7KegowKFGMuqOMexvYOn4UJ2y4N4848izuffAmLnj1A3jfBd/mP393JTPRGDPlNYyUNuBEHmMz6/BiQg2nxzBaEc656NBDRxoTBPYeSD6Tzj8bQJSQZx2R1qjRRHkl1z/h4gYpL81IFOpMuu3mi/Y5sKhtpBYcx0qmWIWaIMCElbiN9oo4ngMjRbRSSGEERxvckacRlP4Vbc5FeEDGLN4s+rbezLtU1YkGH0y0VAp0MbGMCLRT9GiaHAhaKT7buYcVqz7d4lMQd211eeLf0tWIzW7Rc3WhBdIzWpJnKyxAns3WrW1adh+NVec8P2eiQkXiqEs39W0qL0rVZlicYmZsL2WvhC7uYk1hP5tGZzjzqKMB+OcL/4uvXv0VxJnB8/bhSIDvlKxrW2znMxM57A9dbp35Deff8U0++ccP8477vYuzj3ooDzv2GL5yxfkUgnUUnRl2AWgPgKIT4gFO6jMtQFyuSGs3vT9MZF8yrIkXjKgMF8XkF1lCTM26dURVQ5BQq0YbrdNCbXaV6tLNup0gzQdNSC6zSGuyhSnsdTXVU8jUMhYlOCMPJSh9DsNtGP6CyPF1hJ49zqBV3PD4Qs1A9z48WMEE2i56DR5qtW6z7ez8muAhpWLf52UgY/gTz0jXttGaOp1SIjVR5mHtUXlCz2bbTiJtmynPdn2d9et1bK6NVWdqqvU8lKNwCoJbiHCKs5g1u9FOwJ7JHcwVdzNW2M/G4m14zgz+2LUobw+Ou4/f3nlvHnDIo9m69lZO2vQ7CspQUOAIFOouV2QgNPazrKGsb2TEvQWAq/f/H2s3f5NiuAYdrOOguSMw2mffzDFMBWvZVV7D2PQWCkGRkf0HQaWALhWpzHqYSAjLTmraTdVoWKmmuqj6dJYwLhPopGS1YICRyszrJLioCYkuRmBROzAmstclebZCW1ABwIQVorKDchWFcYegVESPjKKNxokiHO+RRMFX0PwMxd1jX+gglOby84WudCwTAl1K32crtNuuRqSa+D6rwUNB5WsAeGN/hXLXZMiqwQPR4Zv5gqqzm4IHrbZp12zbREnW7KqVik3IM913c/JMCVRlomo9f565Vo1PY/w5piZ3UPZKqPFtbCns5Kj1Jd50xsM4cu3BFFxQopkJdnHPjbbIyQMOeRzX3PkBfEVKoHYyRPHgiJGpkmhFQ2QMd19/fwD+6i5/zX0PPhtHCsxFIbOB5rLtV/L5i3/Hvpm1zHrruROYDUdZB/ilCZQT4TNOFLgY7aAlpketMcYGGllfKDa4SFXTXtAqTXlJ/jPLV4lCtTAwX2F26hftRIm25RPtEXVViUj8sjoCHZ9P8tIRRWkMgjsSAB6hcuN7ysH1zyYKvorhEozZhzAaH6RbwhtWEuygXfF9vtKxTAh0KdEv9dl8mYiD5lZMdClQwB9/WnVhNi8tNeHW38RN0lnoxVzbIEq45ncHAUPtkGSnyrMTf2eiPpOCCJ5VnuL6KC9WFhM2mtas2c1ccYrZkQPoyVsZc2c5aPQGzjx2E+856w2sL65r2P65cIYf3PAxbpsTCs44h40fjyFgurKLMJoiNAYRhe9MMuquY07PsW32Bgya793wEZ53wocY89dz1/Wn1+z3vgffj6cc9yQ+/Psv8+0/X4GjKpTDMXapAHd0lMnZ9Yw4B6EqBWCCKFBEZQ8tqjpIdOzXFKw/MwkYEte1UaeOioONSP2i9YXq0+td7xfthUSz/3/HgUX98ofG5tUsoabPmUnVuwlD8B3ED3AB8QtIWAHHRXlbUO590eGFaPklDo+2PtWmI7IMK0H2D7kJd1mjG2XY6fJe1GfWfGtVqA6/C4BbfCTize+k0wCi5Hdivu31zbydoKE+5Xk2U57dkGez9JT6vM40OEi5ljhFEH8ElOAWXLzREKdYwqzZTeCX2L32dkbHtrHW28fhG27ijCPvytl3eTJnHG5V5mU7fsaX//JeytEsIIx6GxlxN/LnPRfjygb+8fRLOH7dPWkHc+EcP7zpO3zgkrdy7s1ncdjEEYR6H5Ep4SqftYUNPPP413O39afw7jP/hkcf92v+90/n8aubLmXM38tMZR17igfhjxxgdG6SEf8g3NIYUalAMOuhQwddsWktKAVBJTXTZssD2sAh60dN/KINlWijKN1eSLRBYFFfSBS6M+eaKA2iMlE8VCDWhKsrLmbEh/H9qMoIMjKJRBEqrKDdGdzC46iEF6LNz1E8pkH76tu6kIm3Gcn204y78ol80FihBDrMmE8+Rg4QVWzKkjf21HkdSzagw+ioecDGMKCdoKFm5JndTd1+Gg011oyoUwWaqSCUBAnZyNs4l3NE4xTLiF+mXJyi7JUQfz8nblK87LQzePLd30AxTlsIdcDn/vwBvnHNBzEYQuOgjcuYd4CDig7POv6tPPqoJ1BwCgBcs+c6RBzWFiYZ9YqpQ3EmmOVAZZoxb5SDxzfxxGOfximbTufr15zDL27/CXsrNxPqKQB8p8Qvb/8xD9v6XP725Pdw+iEP4PRDHsDO2T38359+x1cuv5I/79rPgcoau35pAgU4kYMOHEChIyf17SWBRYiyvsxIx9eGTBm+agWjeiXaqJ5uVyTaV/SZBNJSTti2O1StP4BxQsQJ44AzJ80VVv4pMLMR2IXhWhRHLVAftxcsD+LTuQl3GNCpCXKp/KXtBA9ZSEZ5IgqtfwIEOP7pOIUjazuhjOm278TZo/rsSnnWrD5//YXSVOYpz4X8na5vSdP10kAhfxwcL0St2cfcmp3MjhzAWXsD6wpl/uXMu/PCkx+OittxyfaL+fmtP+L8237CtpndHLfm8TzmqMdw0qaTOW7DUXiq9hH6yXV/5u9+9F32z5WIdG1OaBhH1LoqAOABRxzCvzzySRw+eThvOPX1vOHU1wOwf26aK3dcy2U7Luf/rvkO37jq15x/8xN49NGP5gnHPJ6j1x7Ny097FC86+WH8+4Xf5j9/exUz4SjbvRKjc5OMFdfh+xsxlQLlqTiH1HGgklF/8ZiXaboLNFaiTia4qF8kmgk4Su+broOKmqBTc25yPZLrEIYYxyp3XZlDKUUUjCNxJSl/TBGoMUwYoDz7vzreGUTBNzBcCBzVIJhoGNFp+9pb37DkPtCBFI+vxzIg0EFhMYnWyUwZiIMRTRT+EAB39KnVRUm6QQxjMhG4NdWH+t3ObPt6CBpKZzeOtm13XjPlma3OVEuqMZEmZtu4Zq04bjXKdsSqzsr4XpvPWdjPa086mL974FlsmVhLqEO+c/03+d9rP80N+68hjEYpqEledc838bwTnoHneOmx983NsnNmll/ffCsf+/1fuG7PPgK9njCqrqN19bs9FUug3/wLnHvt13nMcYfw/JPuyt0P2simsVHWjIzzwK0n8cCtJ/H0uz2ef/v9p/jRzd/nv//0Vf77z//NSZvuzdOPfyaPOPJhvOmBf8Xjj7+dt5/3Xc69bhczKsDVLk6liDgRzpwPWEWpHdeO3uJE1RFHjLIJe7ESzdbTtSRqsg1vSKL1yxv+lwsp0Z6Cipp06m2TaDWdxZio9iUuft5MFII2SORinBDlRTjaIUx869rgeA8hCr6B5vconoksTh/eBEtL3EtMoNuAlkOc9QtDTqBLGX3bif+zdbrKvHmZ4gmaP4DZizhbcQonp51/NpDBNFKfvSSPt1ssocU2nZToq5/fa8BQO2kq4vp2nushjotTcPFGDY4XYNbvSP2dh27cw8ce80AedZytN3z17uv4wEUf5LIdlwMw5hzHE498Ii848SkcPLERgG/++XL+54qr+PWt+9lfFiqBjbqUcBQo4kReYgTE1c0fsVCFBMA3/lDmnCsutqfqzrJ1rc8ZR6zlr+93EvfccjDvP+vNPPWOJ/GFy7/Hr7f9jEtu28ald7yfH2y9gL+7z2u460GH8j9Pexn/+bsLed8vL7X5o2CLL0QObqVAmQJgCy8Q19RNu3epvpDZ1JZs3mjVnAsNInITszC1gUXzxhdthAXSW1r6Q+ehj4RRP8RZaM22JqxgSmOIX8Ydn8EpugTTRRvJbTTKOxqRIzDmZgx/QuRe1BaYh/74QZcaw9ouC2PMAeALi3GsISfQTtGv4KF+HqMZicbm2+gnAHijj0W5bmsfYlZ9DhotKg01jbitI84F01UWIs96Im1CnvMKIri+LQLuuCjfR7kKfzzCHZ/BFGfYu+525goHeNTxIZ944lPYMr6W6coMH7zo3/je9ediMJhonIce+gTeddZLGY39oFfcuYPXfv8iLrxlHxKOUgi24kUexZgknchDxSY+FS38aGknnPe97JW4cybgy9tCvnjpL3nBKVt578PvxSmHHMcph7yBm/c9l9d872PcOvNnfn7Txfzm1pfx8pOexQtO/Ctee/oDOOOoQ3nZt37MpdsCJBzloMiq0QLrCVSBKHAJtQEJq5G5qRlXxfmfMYnWmXPTe68+sCjzH9abc2v+60YVi+rNuRm0JNFOTLnQ3gtnnM6SQtsXCuKAIhMERKVxHMCs2U2lOIW7+wTCmEDFcVHumUTBF9D8BsW96D1AaPkGE+VpLDm6QGvlmk0rMWY3OroEcHCLjwSqKisthJWW7quLwO0W3eR7ZhctNKZnOruNiNt0n00ChhodpwGppsFCidlWVBqRm9SwdfwQU5whKE5hxqZ538Puxuvvfw+UCJdvv4a3/PJt3DG9DcwYB49t4nWnvppHHP0AAH576y188uKr+OqV24jKkwijFIIihaAIWKUHtaSpolqzbSOoyEM7Qc28AkUi7eKokDLw+d9v41t/uYEXn3o0Lzv1bhy59iC+/oz/x+cuO5fPX/41ysEMH7748/zylj/w3jP/lhO3HMl5L3oBb/7Jb/nk728l9OcAcP0yquKitWP9mjE5mqRIQrbaUIPAomR+GlhUcyJNTLc094c2RR0xthwGrV1TbodIisub1FxtbOF+o9GBg+M7hH6J2ZEDTIzoaoqUUri+JVDDFU1qVg+3eusXzJDngYrIXYATgZuNMRd3u5+cQBui36bjOv9nXDxBm18AGuU9COWtTyP6Epi6MLbGUYwdPIzdBA213F8bQUONyLOXVJXs+i0ChrLK0ymWMWt2s2/d7UysL/PrFzyAE7ccTKQ1n77iK/zXpf9LqENgnGcd/1xee9+nUPR8ZoOAd59/Cf96wS24wSiF4DAKQREVufHkIZGbBpakaEN9ppcHIKNEjWODV7QTUHQm0E5Iea7ER3+8j4//6hd87Ekn8Kx7HcMrT3sCjzvuwbzlp//N5Tsv4tLbb+UZ33gj/+9BL+XsY+7PRx/zYB5y5JU855wroTTJWifEdw7CKY0CBXSg0jvHJIoyk+Jiiy7EZlij4opFmTzR5P9jfnqL3We8gm5dO7dpessg/KGwsBJtlA8ahZjIwYQVKjMacXz2TexgbO31eOuOR+6MTfiejwoPyZhxr0ZxXKY2bhb9yAldHWTcLUTkycBLgHcaY36Xmf9W4B+JA41E5H+MMc/p5hgd9JY5GqP96NssjDFo/QsAvOKj5lXUSddL8j+XKnWlgxFVWu6mDeWZoh0fal3AUKJE7WDWGeUZp6lUilNs2hRy/kvP5MQtB3Pr/h284Lt/z8cu+wQRszhmhLee/nre9MBnUvR8vvOXq7jnR77Hv15wCyPlScbKExSCIm5lBLdSxKkUbT5g5FrCjFyoFOwUOZ1NlUK6D4lcVDwai1uxx0vUbjTr84JzLuGsz/yYP27fyWFr1vHpJ76KRx/7YAAOlGd4888+wN//9D+ZrZR58gn35JxnPgB3bJrAL2H8OaQ4G9f4xSrR+JrZNB+V/idZE3qq8Kt/Zs3/2TDQq43/v+X/nrk3OhnVZ0GIU51aoT6FLCVSTRQIoTfLuLcXXZy2RTmUm7oXlGtHZTH8IbPDpYznWBpEfZp6wHOABwNXJjNE5B7Au7BmlV8D+4BnxmTbMYZYgQ4qfWUx/J+Nt8kOXQa3Y/TtIJOown3md1JQrUCUnZW8QXfqCx1k4FAb6nOheR1XGEp+S6Y0n2cDhpTvxQFDYVogYcOR0/zkpWdwyMQEV+26iVf98B3sKe0HNc6E2sS7H/oGzjzqREpBwEu+fT5fv3IHI6UNjEWTKXGqyENVrD+UuKh7FqYD5VmPNKAncmyUbOTafEPHTU29TuThRB6XXB1w2m0/4QNn35PX3u+evO9hL+Xgsa185rKvgynzg+su5Ka9u/j4Y9/Ao487gu8/T/G4L/yeWaBQmsCtFJBSARO5GOOBskOkERdXSCoW2TxIW6WoUWSuKNVRekvNPdBLfugiBRQZHdnzCu2wcbYiUQUduKACit5e9hSnUIVD0VrH1g8Xx7svUfB1NH9A8YzYn9xKbS4UTLQY6G86yxCksQCcBFxujJnNzHsOtnkvMcZ8UUSOBv4MvBT4v04PkCvQeejHm2KjAKLa/EkdWxQc/4Eox7MDIEuVNEzW75mU70tz+LrocNpar03fZwfkKY3IMaN0GhFqy9q2TsbHGfue0jxP17cdWEFwx0qo8WmmJnegDt3Jj158OodMTHDpHdfwknPfyN7gdlAVNvmH88Unvo8zjzqRvaUSj/rij/nmxWVGShsYn1nP2Mw6CtPrcEsTqNJ4qjJNJSagyLXf65VnKzRQoSa7z2R/lQJSGkNVRnBLE/ilCYpzE4zOTeLNrOeN372Ov/3BxWhj+OvTz+afHvpKRE8CcNWeP/Li77yHHdP7edARh3POs09lemwPM2N7YXw/7viMLSThOYjrxsO4OWRLHkqmstO8F5pGSrX+v29gnm9oxm/20tWuCs08N1V0+hxnnqns85VGw+tqIFFgl7vuNAdG9+CPKcQfQTw/jgC/KzAJ7ADu6LFdC22z0P5Wn/LNYANwe928M4Bp4CsAxpgbgF8Bd+vmAENKoINSn0uFuH1S9YUafSEAbuGM2s6o3+iWPDsZZaVbNOl4k/Zkcz2zkNjcSObTRuOqdBgy8cvo4jRhYY4vPfMUDlszweV3Xs+rzv0A04F9Id1U2MonH/dOjlp3MH/esZOzPvcNfnPTDK52M75OL2OmdVLSBJqTpbPAC44TNV+n0f7i40nqe3VxIo9CUOQjv7mBp3z1h0yVyzzm+FP450e8FAcb1HT93tt50bf+nT2laR52zBG8/eF3oeyViHw7PJvjhdaUqyT1IyeqvsZ826LiU3b+QO7fDGpf4gb7zBtTV/Erm4OtDWiPMBwHsEPeeU78giAo5aHkXnYz/hLvoNHL9LD1W/3rdxMF2o+pBxTIGHdExAfuDVxojAkz690JbO7mAENKoINCv8233b0ZGm7HcBvIBE7x1GoHVlfCL33zber/7CX4oNUb/QJv+wm6MN02iridl7KSVS4qyet056vOuL6t8guI6+MWFd6owZucYm79NqYmd/BPjz+UM4/aws6Z/bzx5+9gTu4A7XNw8Wg++/j3cOTaLVx553Ye8tnz+cvtY6yZ3sz4zHpr6syozkQdLqgyFyLPdtZNVGlC1rGfVGIl6mWU6NjsBr7/5ynO/sLP2T9X5uxj782/PuJ1uDIGwK3T1/Pmn3yESGv+4Yx78JTTXA5M7mBuzU7U+DT+aIBXFKtCs8O7qezoNSo1TyauhmxQVyt/aCNLQ7cqdB4WJNEunvc610iSD5oq0MocJqywZnoz+0qHETkBassdFNeFtsZyOp7siXZ7rsm0sxc302K7nnrHEBDoNuDumd8PxpLqr+vWGwcOdHOAVUagS4c0fUUUWv8WAMe7P6L8BdM8uj/o4jw4naSsNFqv8T6bVHFRdapHYnOiEpQCxwvBL1P2SjzgHiO89n73Jogi/u4nH2bX3J2IqrBpbAOfevR7OGxyI5fecQeP/8r32DtlVWeSy+lUijWqsy3TbDdoRbiNiJRaJepqFzcY5eJbD/D4L3+bPaUSZx19dz7wsL/GVQ4iZS7adhn/fuE3AfjoY85iwwZD2YuDihyN8qLYVC7VoKzk5aURgWVNuVm0acpttk2zko9to5MI8k6QHQkpLkLhVYqUIvuSUilOoYol+9LhJi8dJwBguNr6l+dh2NRnfzEkCvQXwF1F5E0iciLw7rhpP6xb7x7Abd0cICfQGnRyU9ev2+wtc77pRsdpR47/oKo/qT6IKKNC00+jW/s/uzVxtVs0oZkpr8G8lnVum6Ss1FQaSo6XXJfEJ5dNXYkn5dnxPL2xMmp8mrk1O3E27OYTT7FmtP+86Bz+sPMSAMbd9fzXo97NoZObuOyO23nMl37M7ftHGJ2rBgs5lWJstnXaCwxKTLIxGUpScDyZ/HJ1qlvWaPuWiM3JSZSuV7ERuiPlSS68JeDR/30u+0olHnL0Sbzjwa9IN/vvK7/F+TdewZqRAv/55BOYGd1NeXwvMn4Ap1jGKUjsD62q0PTaJ75QyfxPdf9/w/SjRqj/7zPzGq0Xr1z9Oi8Puf53L77QuuufCeKzKtRAZAsr+PsPonxgK0YF7NtwDXMH3WaHOHOScUIPA9Zihc32HoYVbAcrm4x7wHux/s73AZcB9wXOM8ZclKwgIscBRwO/a7iHBZATaFvo1lQ0n1QN0xhzPeDhFE6qdjjZt/3kodV1JNoOFgzRX6jDySxqVa4vnb3AtWliuq1f3mh+LalmlFEaROTYAvGJ37M4SxjXt/23R9+NQyfHuXL7tfz3VZ9B3Gk85fHvD307R687hKt33cmTvvpDdk+N4pbXUJyboFCasORZGbFm24zyNJGqmRpei4QUs4RYT4pNyHbe8ixi5ZltT5J/6sYEWgiKSDjKpbfP8eSvfp+ZSpnH3/V+vOzkZ4CqIFLmn371MQ6UZ3nUXbbywlPX2zrAxSmkOINbiHAL2JFqMvWDRblpoYVGqS3ZgKKaa9HMlLsAmt5PPaW1dLh+3Ytq+hzGNXFNWEFPj7N2ahOogMMnr2HPuhvjwdltOotyHJRzDwA0V7doSzsv3ssQfVKfvShQY8w1wAOwZf1+gM39fELdag8FLge+180xhpBAB3XjLPENGY++YswVACjnnogzOl95Jsi8+Q4dFjS/dqhAqhtWo24z69f4RZPUldh0KyJxXmNkg4b8OR58/DjPu/c9qYQh7/jVvxAxhyC884Fv5tRD7sH26QM875yvc+eUExdISCoJeanynNc0R9dMKZxovpoEWxxhwalKpk2JtIUyTQo4JEFFTuSB9vj97Xt5zXe/TaQ1rzrtyTzu2IeDqrBjbjv/8psvAfC+h9+fDes0oT+H9udQjkYcUyXErE++XnE2/e9amGobtX+h9QYclNQR6qLio8C+vCgVMDZ6HVvGb46jmd2M794GdhpujHfSax80jKTauE1DYsLFGPNHY8yLjDGPNca8yxhTqlv+cWPMScaYc7vZ/xDdod2iXzfVoNJXamGICdQ7NQ2OSUyT8zqMvhdPWEB9Nnuz71fgUAPTbfq73k+WMd2maidjuhXPRzwPx3fwxmxx79L4HqKNu/nsX50CwCcvPYcbp/6CODM87x5P5VHHnMlMZY7nfP2bXLPHwVTWZAokFNNo23qfY0NkiC8lOb8MTojx52w1oZic6qek2pDx5+aR6TzzbjNkCy/EU2LKrQSjfO/abbzjZ7bO8tsf/HLutvEYxJ3mO9edy69v+SPrR0f55JPuyd6J7ZTG96DGp3HHSjgFqarQjClXsqlDknmpyQYUUUuK7QQU1d8rdrsO01raLC/ZKUwyYH1CnskwZ1FIZRpkzybWj+zk0E3nsnHzdyhMijWBez4iCsc5zu6Hm+rauJDFqhv0K6BqGEl6eLECCHRY0ch8q9Dmj3aud1rt6hkSaTmCxSKhIzPZAhGWLY9Ts23jyE7bnloyTdSnOCYlr7JX4uknb+aQiQn+uOM6PvfHLyGqwt3W35VXn/IiAP7uR1/kD9v3UQpGrWLDKri0JF87gUIZ82t1nv1u6j61E8ybEgJN1jMZVWqkQjhzO9HcbmCmrWuo4sCndOQX7RFqj89ecgVfvvwCPMflPWe+Dt/xQFX4x198kulKiUcddxR3Pdil7JUgJm17aeOAIqhNFWqBpkFfTRvdpi+0XQwiIrcOJo1DiEdJihQFd4bNhYCRwh02gC3jOxbvGECA2zAmWGj3KwpWgUpfpmHGEFciWjmQNG1kJ7APZBJxj6hNX6l7a07r4CZFFIzuvgoRsGAH0qFfqZGvqmW5viYRmvGGjVVMne/TBhA5ac6n4zv4oxUY30+lOEVl7E6efg9rNvva1V/DuLsY8Rze+8D34imXL/3hF/zkupuYKh+HDkcpBjYIR6XkucDjUE+cTmRJryFpzh9pBSxZJ7+T4vN6/y5mr/oOc9t+R2X3nzFhtXCKO76V4iEPY/SwsykcdF+oG2MyHZ8yNuE6KkS0RykeYu0DvzyX0w+/C8esP5xXnfw8PnTRZ9hZuY6f3PhrnnT8w3jWvQ7ibTuvpzK+Hq80gVsq2vFLy4rIce24oZECY6+/kbgWrlE1Y4emhedNXJUIWlcoyp6DUvNeGtupUNSy0HwfkVQkAqol/cKQyqzPlrW/59GbI44e3cZ/bbkV2XZIWoBCqTHgEOB2DHcgHAw1NXDJfF95NW2HoBLRwJEr0EWE4VoAlHO3tP5oUx/ooNFu8FAWfWhnw2HKsvvPEG62XF96nWJTbrVgQkBQnKI0MsXR6wJO33oYQRTyyzu/jzgzvPHUN3LkmiO5dvctvP+C8yiH42jt4QajuLpaFL4ledYF/VTnhVVzbFwAPvRLaCdMp8AvETlBOgWZ5cHcNvb88l1s+9qj2f+Hj1HefjEmnEUVN6IK60B5hNO3MHXNZ9n+s6ez4xfPI5i6af41zfhCXW39oVp7BNrjQHmEf/jJV4i05rknPJ3TD70X4kzz45t/AMBTTziWscJ+SiNTBMUpxA+sT9lVNS932YIVNWb1eotDA3N/z6lZ3Wzf8P7uXIWmBJ0ZnxetMUGFqGzwijdwn3Wae63R7Nxwc1pOMrlWSh0T7+nmAUfi5lgKLHMFulQ3ZHf+BBsUBso9odaHlOTVSfzmboYogGghf9JCKQg1u2ocfNJwG6kj06wJN1asyrMpIoFfouyVeOmpx+Iqh5/d9Bumg90cMXkETzjm8QRRwN+f93FmggKhtoE2QJzz6c0fTSWGkTLl3Zcwt+08ynv/gGDA8fDXHc/YsU/A23BUSpxASowAkRMQqsZ+zIAy4R++z+xvPo2pzIIoRo59GKPHPIaRjSfhFNfbNgVCedfllG75OdPX/Q9zd17AHT94OGtP/Bsm7/7yhpGtTuThapdQe4SxifryO7fxiUu+yatOewqvP+3V/O67z+bi7b9l+/Rujl6/kUcecxDfPlDC1S6+X0ZKBcSxZlwxytaBNSozxEpj2MG3O5AdsSpdcF7tQRZvTNw6mNR8qzHGYLQhKB3N9TPXcltJbPUqRxHFLxZ2ZJvD7bZsW5I2d4feFfGQ1MIdOJY5gbaLpXPOZwsoGG3D2ZV3D0sKbiYoo74z7Gsn0X7wUMc1b1ugo3q38fFqUiVUrfpMarWKo2wd16It13dgdA8Hb5jmpac+FID/uebzFLz9vOiEF+Eoh+9c8yOu3rGPcng0B4K1aeTtvEGvk3QRYyjdfi57L38n0Wx9KU2Y2/YLDvz5k/gH3ZO1D/lHnA2HoZ0wJc0oJtSEQKPMmJ9y5x1Uzv0Q5s7rAHCPPp3iGS+nsOZInMjDRC46CsAJUI6Hf9jdKRx8IpMnvIC9l/wzMzd8i31/+CBzO37Lxgf9K46zdl77nMhDtFWh5dAm+3/mkh/zpLs9iLusO5pHHH1ffnrLD/nfq8/hr095OW8983S+edVPOeAEFIvrcSoFoEBUVmhAHKd23FCFJdbUfJv8lzom0dbjhjYy4zZCO8Od1ZhxFxzqDLoiB62rg49rjUQhBBV0xeP2nWfzw+0/5caSohAU8YpCGOfS2uf7MIjAsL2LNjRarxdyW0RTcR8iaLuFiBSB040xPxv0sYbMhLtCTRziYEwJw62Ag3KPa9usNQwBRe2gYdDPwhs1nV9DsDUmXLG+Y6URJyT0Sxh3lqeecATjfpELb7+IS3deyIkb78tjj346gQ753OX/h9Y+gfEBqsE2ME99hjO3sfOXz2bXhS8jmr0dd2wrE8e9mIPO+BSbHvJFDjrr44wf91TEG6ey80p2ffvFlHdd2ZA8E7MtWPUSXfR9yl94vSXP8Q34T3oLI09+G866wwBLtFkVm4UaX8PGB36ATQ/9FKqwlrk7fsmd5z6VYPbGees2QqBDPnPFlwF47b3/jqLn8NWrvsLu2X2csPkwTj5kEqNskJM4oU1rUWJdDVA136oGL3ut0Czyum4fg66j2xXq/as1g9pbNbq/tJGdFWF3JR4T1DF10cKH2PWXlQLtFPP77SVOY9kK/KS3c2oPQ3TXLmW0VSdh5d0pUsMtgEbkCJRTzJgi3Vr/Ut8xwOChdiIpG3SgzdRnzfb1frfY5K2SgvHFMqY4Q2lkijXFXTzueNtR/eiWb7CmUOEtp/4bAJ+74n+4Zc8BtLGRqZU4uCbxf0KVROd2/ZptP34cc9t/gfLXsP60d3PI489j/Wn/j9EjzmDkiFMZOeYBrHvw29j0/O9Q2Ho6em4fe775Wkq3/o6yZ03Jc4UDhIX9GHcW8fdjbv8t4SdeTfSTz0AUICedgfvq92NOuBcVf47ZkQPptmWvROCXCP05Qr9E6Nvi70lazMjWB7Dl8efgrb8b4dTNbD/3uVQOXFO93PG5JDmhgfGJtI/WPt+86jyu2nM1h4wfykvu8XIC2c75t/0cgKfcbSNjxV3MjO3FFGcQP0B5pL7QtGRiNgq6CTlW/9s27ucFIrg7Lu/Xr/KVzRSyrlYkMlHE+r1H8acDh7FnyhZNcMdKmXrCCnEOjTfcicG04QddfjVvl/7YS4cF73ARiRpMCySpDROGw09q4lKL4hxVSyqNiHPYVGe7xL7Qes2W13XENR1pGsRiB8q2kct2tJUo9n1OeCXud/iRaKO5eMf3eM7dXshhE0dz/f6/8KnLv4wxBSLtE2R8n0kKS4Kpa/6b7ec9F13ew8iWMzjkcT9l4rhn2w68LlBIOwEUC6x57Pvwjj8LghIz334bocxhVAAqQMWTE+wn+O9/weyxJjzvQY+k+Lin4RTtmJLGncWogLJXSlVr8pkNRsqmwDhrNrHpsZ+lsPlUotkd7PjeCyjv/GPDSxvGKS0AkdG878IPAfCs41/JIeOT/OqOHwFwxlFbKToz6Wgt4perKS2NXvDqgoZ6qXvct/trEZCkshijIQopTK+jPHM80exdABC/bFNZIL5vC8BGrOl0d4M9dkOow09Ww1JIYdBo5468Fbilbrp1kI1a/mhk0rgZAFFHx5+ZN/oGaSxAbR3cYcOgOrNGftOsAvXA8Qw4oVVp3iyHTJbxHZd95b0E0a2ccehjAfj45f9MECqM9gm1b4NqtDfvkPv/8in2XPQOMBGTd38Zm876NM7IhmpuZiZVJSG0yAmojIQUHvN6u5MoxHillDyL3qydRjUj931Aeqzglz9k9j2vJfri+3DuuMISbUyioTdLqMJUiSYm4EZEqvwxNj7qY4wc/iB0eR87f/hKwr031Zh/JXOuWvugfa7Y+SfOv+37uMrjsUc/gdtmLgXgkIkJxvy9tg1xgQdxjDVJZsf/zN6rje5Z1by8X0fo1/3Vj2jcbDGFBHFUrpTGCEtHUCpvJlS2OEZSgtK6GhQiG+1u2Nt9G/qGxTtuTqCAMeZIY8xR9dNiNK41hqkCUYv9JGOAGkugyjk6VZ5JtRdxGhDuoEiz3fSVHjrAppWH6tqRLds3r85qsk5aMMEGDzmewfFCwuIUsyMHGCvuYtOkrc41VdnNsZNbOGbtPZgJprho+68gNl9aM6YNrkl8oMYY9l/xKfZd9EEA1p/+Htad+kYkJuhmKSpJ1G/kBJTDHbathSIFf46xwn4mCvspOjNMePuYKOxny1MewiF/+wrG73MS3uaDwBjCG65h7tMfwJzzIQqV7fiF/Sh3lrCwn9CbrTHpJmbdLJGGfgkKLuvP/iAjRzwYU97P7u/9DdH+2gGcg9iMm8X3bvwKAI8+8hnoyN6XG0YnKHh78Qv7rRouTuF4oU0VStR/koObCXpr+L/V/MfNTbQd+VLr0awq0aCREKnRGB0STo9x+4F7sise2iwoTqVD76U+Y7Uh3nh/3c6GWUkOc9uGB6skCnepUI3qNPHI9Eod0VxxDuj4Q4cGHW31a13n2sBfKo62JKJCCirAc8sAaBNwjw1W7f1h5wUEutKyGdOXf5EDl3wYgPX3ezcTd3lauixbHEFnomizEbWhCtE3XWnbtHELngpwVYAnFVwV4KgKrrJtcA9dx+gzHglAeUZz4BcXcuAXF1L54+XofXsZe/HrwB0nBDTWBBaqqsm5PiUmLcjgCGsf8W52f+c1BNuvZM83XsH4sz4K68dr1tfGA22J9NLtP2WqspdDx49hXWEtAAXXx3Vn8FRV9TqORqK4GEITtUmkq9+HxVJSH43bEG1GpJqooV/VaI1ojQ6ctGiFDw0DwIR1dhv2x23roT0LYjiKMqyWNJZV4AMdBkwBJWAMnLWpaScZjit9W21Bqn2puNJu+krTzdurPgQ0j75cYP2adZMXjbT+quDEuZ+lkSnCwn7WFrYzxQ0ArPHXcty6kwH40+7LiGLS0NpP/YAJyjf+igO/+wgA6898H+N3e0qN4jROSOSX0qpCoT+XKs9kCr1ZzNUXADBy75OZ8PYx7u1lzN/LeGE7RW8vBW8vxcL2mmly7X4Oedy9OeofXoC7fi3hbbcw97VPM+HsoejN4nuzVo16sw3VaL1Z14y4rH3iv+IeeiJ6Zjcz330nJmxSOs74aDTX7bsMgJM33af6XxbuYMLbx1zhAEHiB42jcVF1QURZ1Zm9r5oVBlkg4Ki6+fz5PY/Q0q+X1Xg8UDJ+0LAM/swWVMmaacteyQZeZZ9nWR/vYF/8OaQvtv2EWR2l/HIfaE+ofxCaReBaM5/IlmpaQIzBhe/38JAuijpuctys8qwh1Th9xdHgREROHKSjKuwP7iAyEWsKmzlp8+MBuHrvH5oepnLT79j3g7cBhjWnvIaxYx+TLsv6O6HW5xmqMJ2SYCF9458BmLjnXVLF6TkzKFXBdadx3GmUM1UzOe40rjtN8SCHra94HGp0hPJf/kx0w9UUHasCXcf6Rol9o9nCDNkUmUQRK3+Myce+CzWxmejOq6h885/Qunkt3ev32evzxLu8JZ23abxIwZ1GubNxfdzIjj4Tp7PUjwPaygTbrMD8SkBSWB6t0aFOx5JN/pfEByyJuTs24Zp5Jtwcyx3L2Ae6nBATqNpif2bz6ZLiANLkTWupzWIdRki27lTrzLFNVHfNPpKAjGzheMcG2li1thcj2/nhTV/GUS7ri1vZOXsTl+/8DQDGFGr2bfbt4MD3/xGiCqN3fyJjp7xgXoH3auH3WvJMCCuMFaLvzSKFEQB8maHgTuM5M7juNK63G+XtRhW2If4eOxXutJ/xfNfbzfjhhjX3stVq1NRtFNwZis4MRXcW1wnwPUuiJjatJgo0S+ZpsNHYOGNPfBdSnETfcDHR9z/V9L/45e3/B8Ah43dL5+0JrrXtT8g6HiVGnDpbXBMXRDdE2XKElkYYJjI2tiKRX4pH9NFu4+pTMhp/Kc1fBrT7Ir6cMARRuIsiXYfoblzOaH3DpwpUHVxbki4hzoRMFjDjDg363IlJo/Oui/YUJfby+GU7JJg7S9GZQXm7KbrTfPnPb2DnjK01fO71HyTMjH6hjTXfmsoc4Xc+BEEJ/5gHMf6QN2JcaxpPSDNbyzapY5uQVNmzRRtIomzdWbz1a2wT92/D9/biF7ahCttQxVtQhTtR/nbcwm128nfgFm5D+dtR/nZLqN5u3Mm4lyjtoZiYgL29THr7KLpVk65xZ9N2ZKN0s0TKlq34z3wvuD7mygswl/8qvQ7Zl4nr9v2B6/ZeCMAt+y/l8d9aS8Hbj+fvYdLbR+jNov25eeks8170lGr8//UDQ0aWQM1g90ZrTBCgSuP4pQnA+sht5LLKvCgnBDq3BA1fGiwxgW4DXtjXE2qCIbpDVy6S8HWRTfOW1VR7GWK09H/2s6OrT8bPXJusElJxwA6qwoiqEOpp/uvSR3LOn1/Ar2/79LzdmiAg+p9/wdx2FTK2gfGH/m2670aBH8m8bG5m9tgAnlQoHGL/09lrb0Q5U6AqiDONODOIM0PB3U/Bq06eM4vn7cOJl4szjUglPtcIpSqpKTgJSEpNurESNWp+qcBscJM66EichzzPtusb/83cZRc3vNTnXPW3/GnH//HFK5+DUKGgyoiU4+uaKT+YDLSdGeKs0X9Vj74McZbuaxCqrLN9pmUFk2HNkvmVQlqMI8kvzlpRRNlyiqapAu2uPTkawxhzwBjzhcU4VsdRuCJyP+Ak4ChgIp49BdwEXGaMubBvrVsRcEjC10Wtq5ok47QA5Sp0qOO3+yGJYkzQITE2Nd/Oq1DTuGOdR8jpZ1K+L8LEFXqK3iyj/h7EmWbMDVnjairBLVy788s4IjgSj54iZZQEzPzql5ibr4LxdYw+/f3o8XEinVGpGRJNyKjsldLPxOfpe7N4KmDC22eJ7t6HMXXhxcxedR1SGEGcGbw4mMiViDVeGVcs8bsCoYGZ0CE0ipmoSCmcJJrZB4C3vmxNv6pi8zYBJ/50lU+oPEqA1h6hN4toj8gJ5hWFiJwAdZ+HY8p70b/4BtPnfIXKXV7AyOHldB1XNHdOXcz3r3o65RDWeAqYY4+/h4I7je/NEvolvMhFlEaUW/1PoqhpPVtRChPp7Iwq2TSJ1G23Nm6KRY74NSZqHKQUF1OISkVcZ8z6QQtT1eWpBSWrQFcPSQ5TFK6IrAFOAw4CbjbG/KYf+22LQMW+qr8G+HtgS3ZR/Gky624D3g98zBgzRJdwKRETqKytzkry6ByD6OFXoCl6VZttmvqyvjEbwFK9Rul4mhIgzgwjyuCKJSgnnrKY/svNTP3UlsZ0nvAy1PrDmkb61xeCzwYMKRWkqSqOqlBwp5EjbYrC3J37QaZxnFmK7gHGnTkKjmaNq9N2QdKpRIRGk/jEogNWgXprI3CnY7PQBE6sRiPtg4YQz/onqaa6SIPCEAm8sx4L+2+i/IdLuP2z32H0b++Pt6GSvlw48TVzBQrKUHA0iD2mp+ZH8YpIPMKINM7EGASGKT0mi2R4M2MwWmFiBZqts5xAGIm/rS4TbjgEvX9MnP8OPJsq330B+E28/FXAW4EnG2N+2+n+FyTQmDy/DjwJS5i3Axdho3Gn49XGgcOxDH8Y8B/AmcBfddqglYPqm6bhgP2i1safMTk4LkqBidNaOs9UaZbz1cZb7mImnzdtg2porksX15m2laPTQJ9iHOkqqmI7fwW+goKyhADgSMD0NTu57TO/hCjCvd9D4Oh7EFaaZ2FlzaKpXzFbXciZwVUBBXca15nBmQxw1/iE+yvI/juZPHSODf4sm3zNmAObC4ZibHp2BEqRsKtiqGhhT1BhdxAR7bcEWthQRnl7SAY5ceMUHCfJJTUBgbYkWomJ06hg3h1gMibYscc8kfD2W6ls28ENH76AY958t9Ru5Iq9Zsl1G1EGcWZQYl8SdBxYpZzmBJYOwQdVshOFpfgFMEhybGtklu5Qo5a1JgoEp+LhVYpVU3+NOXqezljxMENQRUhExoDzgXthIzkvBh5dt9oPgY8CTwT6T6DAK4EnA38BXmmMuaDVyiJyBvCfwJNE5BXGmP/qtFErD5ZAaxRobMZVnh2RPmxWUH6gJc16WK8VGviyFqqVOq+AQn2zYhLSsb/PV4FNFXFmGXNg1CEmUYMjgisROjDc+qWLMEHE+H3ujX7004l0WOMvrEdNuog3GzfPkqclzhnrn3RmcNxpxNtN8bACU/srqO172HAUHFLQbC0axl3DZqO543ooFmHdWpjcLNxWEqZDw2jZtjPYZzvkyfUHiNwRjPYxgGMKKO1TMB7lcJwipPmsoQpSikr6qUZqVI1PsOGlL2XvJz5C6ZZ93PmNm9j0KnCUwY+nUUcYcyAyBieOIvakQpCUDSTjB82SY+b7PNNt/f+nVFpdK/u9Zyzy+KBGx4Ul4oG1iUJ0AFHgpgOamygu+JHe88lnllGGo+DBCscbseT5JeAVxphZqfOTGWNuEJFrgId0c4B2essXYhngzIXIM27QL4CzsH7RF3fTqJUEY0KgjL3URTszQxLK0dXgmOUQgbsYqEvMz1YgAmoCehwJ4k+TmkldsdWfbvzcbio7ZvDWjbH+iY/GbxAslM2nzBJr+j0O4AEbNATgqIpVv1JGVIVo1s4vFjXjjmHCNaz3DVPXaV76eMOrnmd44VMNT3y44UNv0qzVmvU+TLiW+Cc224bvv7Icn7JV1o3gNjCtLgRncg2HPPdsENj1s23suri6b0eqn45UA6TcmiCiBgTVrwLxKwQmElSDQQqAzLVYPQoUljyNBeCpwB3AS40xsy3WuwU4tMXypmjnLr8rcJ4xZme7OzXG7ADOi7dd5Ug6q4Kte5tVWo6D+IGtruNUE69hvmJb1Hqfi4EuO+DE/+nEJKNUkJptfWUoOvZz+0/m2PGzEuIpjnjFg/FHDG5MhklOZTaXMpmS9BATF3lXKqAYp8wU3BmK3l7cOH1G/D3oYBezN5URBcffw3CQbzhu3DB7ZcRbX2rYuRuOHRHuNaYYU/CdH8LbXgRHScTWUcNG33CfJ9hzvf3cOVw1AxKAWIJuF618oQCjRx3MlifcE4A/f3iG8nadmr2LjknN4I4ESOx7DVXjsUnnH3yFkuVCyjauRqRDjdagKiO4lRGrTmuwCk24DAWBHg1cZIxZ6EHaBWxYYJ2GaOfOj4DWT2djeOQ2Cqz6BCg0XCpO2PgNfzWiRUfcsB59hmASBZUExtz4A9vxH/ac4xnduiH1I3qxfzAh0UbI+hAT9ZlVZEpVQFVAKlTu3AsGJrYK46PCqGOYcOGLn4K5uHnXzRmundG48d98+V8MP/8+TLiWtE58CCgPpm7WhNODuxc2nX08k/daTzgLN/28GkiUfLoZBVqPVSYoGyNrdk7INS6mYCKByEVFXgMCXT3EOWQIII3gaoXDqMbzdIR2HosrgYeKyNHt7lREjgEeFm+7ytGEQOPoUvwyOBHKjZPRG/lBc3SN0aOKKdEmJtgECYlmp3ry9OJczCQ3MwlcSiadmG/Xkio6R8w88TKLjcUuxoS15wBUNJQ1hEpI49V9H4wHxseYQjqSDFTH9gy0h04UZzzCzDzE6yQ+U208RITx423hh0qp+Rt+J8p35aGNd/56/602GG0wlQIqUaA1w5+1foleiRgSBXo1cJKINCVREVmH9ZN2xVXt9NQfxzrvLhCRZ4sdIbZZYwoi8hzgAuzd8rFWOxaRl4nIxSJyse1iViKSJPnqf1gdOFrSai81ieoJciJtifoyfZBRofEIXpVdNnVASVVJqrpCAen+MvOzKSuJ+sz6PpEKSIApxfstWNNxQqLjNnd+nunmEWutKX62BGUtVDTMlMCEVoXiFmwQUTzpeCzTSPsExg4KHka15JkMEJ5M9YSaDGdmTIFoxvZI4WrmyH4hqYkbm3GJHKgUqM/eq1oQ/fn7WLHoTyH5uJj8xoQn4ullbTbiHGATNq2yGf4Jm0XytW7OcsEoXGPMV0TkAdho3C8CnxaRPwE3AzPYl41x4AjgBOxdIsB/GmO+usC+Pwl8EkDk4BVq50jeQhtVVxEb5ZgMXixNBiLODhs1D6sjmq9Z0KbWHmHmTTV5az34VMXe6yJu/cK1HPeWoxc05JgugnMAiofYR2jHHw3TM1CYgKlQOPux8LNfWBtSFt/eG+F7cOqDYTqE2Ui44zp7coXNLlE0BsZPR5FJyhCm0bfRAsoTWw0nwj6YgfZwVUCkfWau3cH2H9rxPw+6l0NodMM3/UYvJi2DZhcxCnaYYSIFkQv1JlyT5H+uHgXaZ+wyxpzaxXYfBZ4PvFZETgX+L55/pIi8EhtkdAZWfX6mm4a1JXGMMa+OD3YZ9i44GZsX+hzgufH3k+NllwFPNca8ppsGrTw0DyAQJYT+HNqfs5ZbV9XWym26yxWqTNvoiFWcsB7FCi0yHmWdqDmr6EIDd3may9q7u4T7A27+1G8b+KV6aKYpWJIzHv7ha1lzvEMwA7//oWZXRbhhRjjiTIcX/XXj7V/2ZgiPcLh+RthZEa69wt4j48eNYcJ1mMp6dLCBMBqjHI5TDscoRWOUwlG09tDhaKo8kyLm9VOiRMPImnHn9lW4+VMXQGQ45DGjHHQfj4oWShFUtBAaa04OolF7XWOzcXK952GhNJRhLH7QA+qHE0zMs8bENXEjTRS4mIqXBhcRL0PbghmyigjUGPsc9mPqvg1mFngE8Dvg/sAH40VnYMn1TOBS4DHGmNaDBzdB26X8jDHfAL4hIodSLeU3jmWIbCm/27ppyMpFTKDJOIJ1iOJcO5vKsowqEvUKrcFp8SLQ4FqZyK7varfq29NeQ5+JcoR7vGGMC/9mhpnrdrH7vEtwH3h4x80MtdewLoXRPoglmU0PGmH/1TPc8ScoPw5KEeypwIOe5bD1yIip3bBzhw0seuKz4Z6PdtgfCFOhMB0JU3faffqbx63pts73mZhgw8gDXR1kO0GjUn5ZVEKHPd/6AeHUHKPHrGfrs0YJzYG0c7LXTeZ1VklVneS6G21qX3I6UJ59y/scRsTXwUSCVop6i5BJ3VPtxLOsDCQ+0KWGMeZ24P4i8khsEYWjsU/0rcAPgG/1UjGv41q4cYNu7/aAqwe2QEIjGK0RbHJ6qEI8J8T1QiLPsyO0KJX6Q0WpxY3hM7pvCjdJOq//vtC6NW0w2gZoxJ14kmsXGJ8wHMeNxpiJBEcMsxE4YpVopAV/reLQZx3DLZ+6mp3f+w2T7mb8+57R8PiJOTS51hpr/gQoRWMUgXI4jpK4gIOUbScRVijN7QFmYFyxveIQmojZSPCVYeNpLpuU4Rjgfi+wlYiunxFmIthRUeyujCKbDLCPuTvBBBuIwvFUfYbaoxSOEkY2KChRnonKhMbl4xIEkUv0oy8QXvFnxHM59GknI87VhMYhMlZ9ljXMRnFAUzSK1j6laAwn8lDxMZLiAPP+t4Q8dOYFcQFiTcm0H6TaLon3y8ys9fzYhNgPGgUCOJioXHNuRu+Lv032pw3LBMNAoAmMMT/EVh3qKzom0BydInnYMh1NskRZtRD4JTw/wAnceQMWm3ZKorWDemI00eDK+TXqZBZaP1ajxmikiWdBRwonNimG2rP+QeMxp4WCNlQ0qQkXIDIO608/jGhqlNu/ehkHvvVN1mzZClvuXROAk0VE1R8aRnHtWe0RSjWaVUceSlVI6vBU9txitx0fY0/FoxyV2B+GuGLYVbGVkZLOJDSwP1SUI8X+cIyZygbczSGwj7nbyjXkWYrG7LET8gxHa8gzIc6GyfsxKpedT/T788F1Ofylj2X0CI8o8avGZtskGrisJRO45OEAErlEiQKNX9RbvbAPjdJsqy5ms3Wav/zOQ83wZsb+rH9BMPsAENa0cewcywk5gQ4cibKpM7HralWdAnE+qNLx+KBD7OPslBxbwSRVX5ssNgZhfoetIpdAe9YPGo1TjhRlZQiNqQkoSrDxzGOZ3a7Y+/NLmPr6V1DPPQYZH6UZRHsYLDmG2NzRwNiC7uVwHDcdLWUCBQT77AGdySKlsDp4siua+o4yNML+oEBoHDsSSzRG4WAXuJ65Ow4QhR7laJwoJrE0ZUXXqs12yFPvuY3o5+cAsObJT2Hs+M3YoRItEpO3JVJhTgsmGiOIxgi0RzHj/0x9yBnfX1voVfkNCyG3gcRSYkzG1K01xtjBJJDVo0CHxYQ7aAyEQEXkvcDBgDHGrPJyfknoemYswEynkgyQPFqcseoqGZy40ZiI4swLZhgoOiRLY3TjWrbZ/RhNTaH9JqZdq0TJvOHbUS8kcnErRSrBKOVwnLHKeqajEWAOf/JIjtt4Jjfd/HlCozL7KrDh7NM5cPV2ojtuQ3/hPXjP+2eckY3zzJ+udm2pwMgOGaa1HULMdQJCZckqUvFQY6qCq33CfXFaUnEzlblJAmctM84MSgU4EqTFCZLczXK4xvo6ozFMsB531MNbfxXBngPsu2YKOeJwGzQUjM5TnoXAloO05lXb9uSzZki2/duY/dqbYWY/cuTdKd77JLTZmUbYRsYhMoLnHc5s5VamI0vsJlhPORynEoziVopIZQQdOHFuYy2JZtVXI8wL3Gq2Xt1g1QtiyEjVGIPErgYd6jQHNA000nsBECZZLcrTMByjsQwag5I6TwZeEE+rAK0eirj+LaWajqb+Dd44IeKXM2MI9vLX9P8hTQcTrpnXnS9rwYjY+v0miepxtRc7z0aXGlOgrAu4aoJXnHIuT7zbJ7jvoS+Yt0tnpMCaF78S5+DDYe8Owh99skbZJjmUUFV3Ept5dWxGDXTse9VempuptY+uxEXS3TFMNI6JxoiiMYJgLUE0SjlYQzlYY7+HayxxRnZdtI/Rk4ydcAwApRvvSIOG0mIJcZuyarOePLPfjdFM/fh9mJk9yBH3wHnGGxq+pDzu2HfwxvtfzwMOfw2hEULjQKx8m2Ge+XYAZNaIkBvdf8MGO7SZmae6jdkVf1nTYKscyxmDMuF+E6tAc+BiFVeIMQFoP+10tK6a4CrFKZtA60xUA4fsWGeIcmynMiz5dv004yYw2rpppTY6t/p2r9BaIHJszdFglAPBWtZW1lMO1vCck/+Bg0YtCZ11xGv42nVfTveRVNZRo2P4z3wlpY+8E3PVhUSjn6FwxmsQkXlK1Ik8oliNRoyiVUAlHoC7xChF4+NJhYLrI6PjAFT2jaHLB6OcKUxc7s80KApvQkucOpogDMfRxkNt2Gz3vXuWMA4aktgcXAiKNb5PFbkZAq2SnXYCJFRM//rfCW+/Ahlbj/ukvwPfKn4lQXot1vgbeMRRfwPA4457Hz+47SLu3H0zYbCBUjSGhKO2qk6lEMfIZIjBNLgXjW6qRLvGkClNYP59n0TXi9gXPUwaVJSksxhjw6yFTQvsfPhfEtpG71WElgUGokCNMW8xxrzQGPPCQex/eFB/w89/AOyYlkn4+kx1gdaYSFKTYdkrUSlOIY5acJzMRUWn6rILkm/Y8TbopE0kmEoB4mGjwsgjiMbYVLgrTzrm+YS6wnRlN1sn78mxa+/d8Fhq3UacJ/01OC7Bpd8m+O3/pMSUkFQ2lzKbU4n2qASW3ErhKKVojHI4hinaQbUP/PEOgmCMMNiADjZggg2YyvqaSZcPtjmewQbCcJwgDhjSxfUARAcOUAlG0bHZNtuuLHmqTISsRC4Sz5v67ceZ/dP/geMzcfZbkNGJhtfhUUc+k4I7RiWaxVMFnn+3d1AO1xDGpuNCULRqP3LsdTemNtKWJv+1SUyYJjOr+T2x3M23WZgorOaApgNuz4HZg32J7qpe+bJEYsJdyjzQxcCQ9NIrHTZ4wER70sTrJD0j6RzLXonZkQO2Jm5cD3doSLQdtNGx1ZiwW5hx6wcsNlqn5jFb7cWhEBTRofWDbijY/M4b9l3OH3acC8Bx65oXLnGOPR3/CX8PCLMXfo7y9b+qLmtAWonv0Q1GbY3ZWCEG2qMUjTFy2v3AdTnw+z+x86d/JIzGCMNxonAcHU3UTFE4blWn9lPyLIdjzF57k23A5iPSCOF6Ms8qT6gSZ4KZa7/L1BWfBXFY+9h/xt/a/BqcsMEu+9nNHwfg4LGtmITMtRcTqGODYrL+z/g/qUlZWSrLSE/H7a/aSyOU6yxFRsdJvmxqOtZtOy/iOYYTHZtwReR+VAspJK+32UIKF/atdcse9kEQ1mLYBsYGEyTmLqMNhaDIrBOgi7uoAOMFqIjCJMOaicL0M+q1yUNsTFQdMq3JekZHiHLq5jXJ74zNvOnyZvlzipqczzQyN+mkVTw/9oPqSCGVAl6lyEh5kqlgLQVbL5PpcI6/7LmcBx72XI5eezLwZVuztgGcu9yXkdOfx9yFX2Dq++/AebhL8Ziz5q+XMeVmfZAhUAkhdGdxN9+T0b96PrNf/Qy7v/dzZm/dxfpHn4W3YTNuAxNu4j8NY59qUIHKny4HQI57CG4wWhMw5FWKNSbbhDSz5Dl17dfY89u3A7DmAW+ksPU+RJlCgm48ADmqgiMBd113EgCXbP8Jjzz6b5n016PLW5gO1uGW1+BViphKgShwbWCM0ZBVWMn/l/0vG6DeT76Q37xb/2dNcF19oN08ou2coFoOJ5jcs1EcxKWrz7cJbcr8wubblQUDRHrlF4Zpi0DF2iFfA/w9sCW7KP40mXW3YYv3fqyXCg+Lhw5yvrrZj4kgzv8yZk/tIm3SjrHo2Wol4piq+uyJONs4r0HmgnaKLME2qlIUR+8arTCRQkVWlQXaIwytiVzw+NPu3wNwny2PwCSl01QlLSafReF+z0GVA2Yv/Qr7fvp2XP9jFA452TbBCeeVsQtVmPpKI+1hVGADjAD3hPtSfMIMpe9/g9LlV3L7H//MyDFHU9i6hZFjjmLk2CNjcz415Blqj/L2O6E0A5MbkYO24obVgKHawKEW5HnhWwFYc9JrGT/haYTY+quNavweMXEMB40ewoHKbm6eugoAV3mYaIIwVr4qctPiFfP+J+oKKNT8RzT/vZKhNTj2WUrK+NkX5VsBEMmGhKwOhTns5td+YEECjcnz69h6t4KtQnQRdhTvZAy1ceBw4DTs2Gr/ga0z+Fd9b3GKfhHfIFDbNqtAwejdVWUVhZhI45UmcEam2Dx2A64zw/TkYxHlYmI/6Dz1KU6bSeKdox0V2t5+4nSWehVKolipK+pQVZ1GNOKotBMSDSaKQBQ60kSBA7h4pQmKTshMeQ13Tlnf8trCZi7edS23HLiWrZN34b5bzuIn192cHsaTCqHyUl0mIozf/1VQKTP7x2+w+4evY+PD/4ORQ+6Dijx0piSeilwcJySqCTYq2oG4vVkqIaiTzsY/6lT0+d8gvPy3zF1zLXPXXMv+n/4SZ/MWJp7xPNwth6RRrkmaip6+w7ZnfAMjmZQVr2IVqBt/1phsIxdjNPv/+J/sv+Lf7Pnf581MnvB8ojhlKlRWESkVpCPJoCo8+NCzAfjtth9jxCqj/XOzlMubmSltZP3cJG5pgiBwCecUJgowUWjN6Ak5ZE2V2aG7Ev9nA/Kcp0Z7IdismbTV8zAIEm/iXjFR3I7E/6k1OroBAGErELV4dvv1TA/HfswQBxGJyKeAk40xp/S6r3Z6yFdi01KuAs40xhxujHmyMeZ1xpi3xtPrjDFPMcZsBc6K132SiLyi1wb2jqV628sedy0AxuxOTTtggw6kMoKrXXxvL25hG6Y403hM0CQ/tOs2xOhnSbNeEPuAG+6nZrDijK8tTmWpDl7s4gaj3LLXkv7m0c2E4Qa+d6MtHvD8u70BQawCzZhSs6rM0R6TD/xbRo9+JCaYYeePXsXcTb8GSAN1qoE71WCjbGSsG9ji7jocxUxuQR7/avzX/QuFp78cdbgdRjfaficHzvmaDT4KRlPyRHtI2SpTc8fVmDtuTPedHFMyE/Gkg2l2XfCamDyFdae8lTV3bZByrQJcJ8CNxy+dKHg8+S7PBeCXt/+IiYKNXN49W2K2st6ajysjELlEgVTJsC6AaN5/1W8MY7BQK4tQRnWm9zZg9I0AiBzRYKOl6JtWh/pdAMcC9+7Hjtox4b4QOIAlz50LrWyM+YWInAVcA7wY+K/emriUaKRyF1K+85cn/g9j4iow2UCikk1VcEavxR+5nfL4XnAOT0dlkfhtd0lf5tpNW1lovRbLU5Wa9YE6me1E0o5JazCVAk6lSCEocseMw7W7d3GXDRs5cf2D+do13+Cpx72AEzacxBPv8hj+76rzAesHdM18k6Yoh/Vnvg/xJ5i56uvsPO+1rH/guxk/9glAe2+ZNhAMSEy7oxvQt96OvvXGdB314CekZfmANE3FOfTecMQphDdfwszX3oj/6A9SOPTUmhSVhDyNMZRu+Rl7Ln0n0extiDfJQQ/4d4qHnoX1zFokA4Qn45o68TimrzvtZWwePZSr9/yB82+7gFeeaP2mv7/tDkrRmCXv2P9pIkkLAqTVdTLqs1ooYIFI2oXIcLlG4Dby6VO9HiYqYcwdgAJTn9XXC5ENPwkuRSEFEXlDm6seHq//ejIjeBhj/q3TY7ZDoHcFftwOeWYaskNEzsMOJdPuVu2v2nf0Yg5eeFvhICAm0LhDkuj/t3feYa5c5f3/vFOk3b27t/le925jG2xjcAFsIBQbQ+i9hUACobc4BUIChN4CCWAb8gNCgIQSMAFCCRhMjA3G4AZu2Ljg3q59fcve1Uozc97fH2dGGmlHvay0O9/n0SNp5rRp5ztvPSEaBISLVj23+9rfss/UIpdt+AOz7oGo6yGONHcgEmcwb/9d2kHrHIkyVLQ9xYjGNs+knaqaN+VEpGqdNEzoAQ5a8XFKa5ienuPe0ia+d+3tnHbSJh67z5O5+O5L+filH+T9j/wkbzr+1fzkpgvYVq7gOhV844NjyYVgumrrFMdl4yPehePNsvPKf2fr+W8j2HI1G457K447hbohbuThxNl+7Dqu9WpdN/JtZqk7ric8+1PolptAHJwTn4P7yOcgfhGtgJdK2JDYOAtP+Rg7fvJ+Fn//Y7Z+982sOfRprDnkWUxtPBa0SFS+j53XfJntV32ietr89Uey+aQz8NceDERodWyhVS07YSx9BjgScNy+B/Kcw59CJSrzvovezGI4xx/tYx/R71xzD9tLm9h91waktIawVMSEBhOlSLMampHhPFS1iTaEr7Qj2TrP7KVluk6g0Na8MQTySaukUx8TXAcYhP0QKUDGy1v78XQz3uUk1sYVaJbFBvpRuiOSj8bfEtcbCoFGJAldu4NP11d0nO2avUGJgM1YJthikylUd9pY0NAJ2a2wyOaCsqa43UqeaXXtCO2gvaLRG7epHdQYFDoK0dHYBmolUOukkYSzmKiW1k+Mz39dcTOnnXQMzz7iVL549b9z9s1n86xDf8Xxezyclxz5HM644Ny2/YkIG499G/7sQWz99XvZec1/sHj3xex24nsobjqmSlAJ0k5GkRtgSjso//zfqFzxfdve+j3xn/JXcMCh1XJZK6h4xkNcn/Unv4edhd3YdeXX2PX7b7Hr999qOtYND3kPs4e8DKfhyWwcI1jbr+NUeO2xLwfgS787kz/s+D1PPei17Du3N7fvuI/zbtqJhGtxIh+NPOuslYSvJBJnSqXeMrFHBy92SzJxjZt02QQdhZbFL8lRcLWtIw+w28fsmR0cxuq4FPgOVmvaDE8Cdge+1G9nnRDoFcDJInKwqt7YSaMicghwCnBJP4MbHAYtYXbani0neFgSvRuNbkfDdajjoFFIUFLKfolHb4w4Yk750R7f47bCC4nCwC5tFjsmiOPaV6uu55mMsbZYmaWpI1FKsswKZ8lCI4nWD8HEQrSDOFLnkEIsXIsYNJZARQ0aRUgU2STvZRco4hVmWbuwkcv/sJPvXXstTz38cJ7/gJdw5hUf5sxL/41//+OH8+IHPZtvXHERlcD6vDlOgElJoY2YO+QlFNYdzb2/eBPB/b/jrh88n9lDX8jcA16Mv+kwRARxPdQNcSKfxa2XM3/5Fyjf8ku0sgscj+njX0jh4S9C/CKxQ2wVjYng0/Gdu53wTtY+4CXsuu677PrD94gW7gYNwSkytftJRAu3s/H4j1LcLfF/CMGtn8CMaxNzhP4Cm/xtFL1dPGL//Th+r2PYUd7Bf179ZcrhOv70gX8GwEd//jNY2I215Tmc0ixhqVjvPBRFNaehtMRpaqaIjpIndOk8VCd9NvH2HXb4SlM0+CNoHOZTjfM2BhNeaYvKETUJnajNOIYpQY+W6CIdeRjLh4C/BR4GvEZVv59VSET+D9h9EIl+OiHQTwP/CZwnIm8FzlLVcpOBFYHnAR8GisCZ/Q6wNSZHYhX2RLkbu974g+xDFoXWs9QNOGBGOXBG8advRByxk7Rj40HtsmbLhHbeuE3jO7tIQm+0tX9UNV1arP4WJ7bPOWgcE1p0Qk6/8CqeevjhPOPwx/Opyz/Bb+6+hvNv/SWP3u9EPnjyq3nZWZ8FbGL4iglsmj43WBKuAlDcdAx7Pelstl/1SXZc81nmr/8q89d/FXdmLwobj7B5b7VC6eaz6+oV9n0Yax91Gu7m/QGIzFK1XZo4k++0vbMwdxiFY97KhqP+3p7O0AXUvoxEyf2ekZvYDTGx7dM2bNW3G6Yd3vO4VwLw1Wu+ys6gwoM3Hc/B6/fnnvntfO3K2ykGD6rGflaTx6edYhrJs9W1WrKpC9toO0l0DEJjqtohqS3BV/2OXyhMFGFCK4E6cliPFqpxcIDsDVaFO1oCVdW/F5FvAV8A/kdEvgy8WTUJwB882hKoqn5FRB6J9cb9EvA5EbkKuBmbm06xYSwHAEdilx8R4FOq+rVhDXySoEQI+6P8FmNuqNmSYjvobtv24dJtDjtDJdh1BG5RMJVC7C4vNa9cE/W4IksHUmgn6MW+WddlRlKFZBxpVS+kEihgiVOsFGrV3iEmdIkCwa34+CWbz+P/bryLG7du4+CN6zl206O56K5L+MfzP8o3nvVZjt/7SF7ykJP44mW/xncCwlgCDZ0QN1Z7qhvWxVc63gwbjvk71hz4bHZe+3lKd5xDtHAnpYU7ycLuT/0C/j5H21MVB9U7kVe3Skpj8vd0Or7qd5xCD0AjDxFqSfSbISbPqv3TX8BxAorePO89+TnsPbeZK++9kn+78vNotIaT930aAN/63XXcX5pj4+IcfmmOqFQkCgQTRjY1nTF1KlxSEpY2SqWp62xPwoDy4zZLujDq8JVWSIf2GIOau7CJU9aiujvCUtV6jsFDVS8SkYcC7wX+CjhVRN6gqmcNo7+OEimo6utF5KfA24BjU58sXAp8UFW/OZghThISokoebJeaGtdKJKo3Vt9UNQrRMMC/6wB+cPdeHLrrbrZuexiFmYCw5Fk1YXqBbce1k9qQUafGbVamw6xEHdlC4yQJdepbsKTpxG1Uz1mEiMFEPpQdQsenUFpDIfKYWrMbX7/iDv7uMet5+iFP5de33sRW7uN9F3ycfzn5PZx20jP5xc3Xs2PRxo3uCmest6rxrFNQ5C8hUQB/9kFsPO6j6LGGYNvVROVbMcFOUChsOgJvbg+cwqy1P8bRMk6KNNPxpEBz0oQ64kz/bwk3jKXPkKBQouyXcLwF5orbefaRD+Qphx/HQlDiH37+D4SRUDB7ccoBJwPwld9upbBrTwrzG9DSGsKyS1SJ0MhUVbd1uV2b2D6XxH42cRbKUt8OZPWVYTgPVbOBubFHvFt98RMnQ7qKX+7UKKZyeVzXqvzRKFbfrg7oMuaxVdUK8FYR+W/gi8B/xZLp61T1nkH21XEqv5gQvyki+1BL5TeLnevSqfxuG+QAVwqEA4GYQKPIkkpsNwkXZ1ks783d/nZC4+O7BnHiS5MOZenrbb6NurufrER19tEWqftawKpxW6h8kiQLxjoTYRQVxRixUloUUQym+Y9LbuO0Rx7O0454OP97/QVccOfPOPeWC/if3/+Upx/2eE5/6it4xn9+hTt3BRDHg4ZOiB8TnttC0hNxKGw4CjgKSTvruBFEqbRcKRJO7KR17TTks11yLroiT+t9mxCorRYw4y9wwt4bedfjXgDAR351JrfuvA01a3jTca9iz9lNXLPlPn510y7mgo1QKdYljq+TqNLxuMkYU0TaaeL4OjR656a2dYKRrovbiCqJprQoaWlbDVF4mS0qD2wg96jhe2VCkbo1eZdlDKq/EpFjgA8AbwYeKyJ/Pcg+us6Fq6q3Y7MRjQm6c+jpv51u6qa3rwfWADvQaAvq7omGIRpWKO9Q7r376ZjS/mxd3MzuG++hsLgvgVdAorBGRHEyBWFAE8ggnYla2ELbZyZKfitCSgp1DBpZla66npVCo9Cak6IQ8IjKQrhrGrfiMz29kftu2sm7zrmSDz7xGN7xmFfwnK9fzUIIH/r5Fzh848EcvulA/u3Zz+LF//VflMIFFo2Pl6w+gpUcq+TYgsA0TYIN+yTyIG4jiyCryCBKTalvm8KNamOMyTMs2MUIQifEn76XIzfBfzz3WUz7Bb79+7P5znU/BFnDQ3d7FC8++o8JooiXfuMS1u/Yg+L8BsL5NZgglj6DwJ7fxCkmUeU2yUJkB16fjchuavjfWCeNZqErTZyH6jBK56EE6XvdpNTbYYiJQkx4MQDCg1s0MkgyHZQEvrKIPfbX+WsR+Sbw78Dn6cEVsxmW9xUhE+N4AfsdU4QgCAcBYKJrUun8QjQMuWv+AHYtHGpzqxZKuH5Y/6Y7TiuztJEUepJCsibHRukk7cSSyviikWAix64TWpni9HNv5eLb72avubX85cNfCqbAQrDIG89+L3fPb+WEfQ7kn5/8JApOUI0JjWL7IZAZCgJYYkt/kuONvBrxVT9e+0/SZmMb1Xadus8SxNJno+1z9zUOX3ru89htZpYLbruM91/wMQCmnDne9UdvBODjv7yYK2+p4FWmkMqUJc9A0CiROFNp++Jz3ricWTdp+7LQ9j4Zw9CW5iuqULMVB78H3Q6yCdgnvlfHcV4bBLKPyzoROQP5DAKqegFwDPBJ4DZsKtq+MUaz8qSh2RJEzbaDcBgAJrqCakq/KESDChvvP4hbdxwGxmfb3D04s/OIY+2gVVtMmkRju0x/Y26N+hCBJo4cHdqqGqWPZmuAairuMClfzdqkBjVhNbRC43zCYdmGtWhpDV5pjtldG3nlf19GJYp4/lGP5vg9HolqkXt27uQN//sBdlUWedoRx/CJJz+Cgr+AeguUfWs7DAulqkoUN2qQ9hqOtRmRpvc1lGncvqROCuKauk/deApltLBIVChRnt5px17czqa1C3z7RU/m4I2bufbeW/nbn76PUCM0nOX1D3kj+6/bi6vu2cq7f3ojaxc24s1vQEszseOQqYWtxCuvNNo+k8xE3WYd6kn6rGsgVaYr56FWZVvlps1Ao+o20ZykVbjGEJZ/ZXfLQ61GZclYOsmHm1Vmskh4nAgUQFUXVfU0VT1IVQ8aRJs5gdZheDeo9cS1AdUaXVVzIopCtFJmasu+rL/vMMT4FNfeQmXdFvALNhbUkdqbb2ZO3G5Uz23UXQ0TSlMSbTsRdiiBNCNUk5qsE+knrUpMSDSsEAURUVmJSkV0fi3F+Q3cdJPP+35qVxp5z8l/xnrfplK7bust/OUP/4XFsMKfPuRYTv/j45gtbmexuIOyXyIoWBKNCiWrhm0mjabRQJQJKdZ9KsU4PV799rr6rRCTt8TErm5IVCgRFhara8nuvW6R7/7JqTx4z724ZftdvOFH72Qh2g7ASXs/khcffSqhMbzqv67C3747U9s3Y+ZnCXYVCcshJohqqtuGT6NN1F4zzSTVTlS3XUmfrcizg5e8TLSKH00jeVFtIM26ZzBtKzZKVIlzKctD4wKtiHEQatzxI1ZFiNQdyGeckRPo0LD0phYOBjyUW1DdaUkiDFETYkrTFOJwjGl3F0GhZGNBk4d3mGrcPl3+m9qsGrY1lUKWhEFo03GlPUJrnzg7UWAXgJbKFMVgmjPOuY1f3Xone8+t46NPfDWuzKBa5Nd3XM1pP/o45TDgz487lo8/+dGIGxD6C4SOdcYxiRQKValPUlJpU3Ti+NMtGsiTmDyThAllv8SGuZDv/clTOW5vm1no1T94B1sW7kdNgb3X7M8HT349jjh86PyLuPqmCtOLc5Cs92mw5zBecaUT1WmrBdGBzlW3nUifg0a/6tSslVjie9EEt6PRdcAUIsfUXjbGkORWOkTkESLyWhH5iIh8Ov58REReJyInDqKPrp2IJhvLnZHIRTgY5feY4HI03Gzf9iuLlO73KEZ74+52M+unb+P62QOYKxyJhAHierFnawaB9pQTtw+P3C4cirJy5Ha61FmdQ1EYxgn1PZudiLhfNUABwgqoR1CyidoLzDLlbsarTPGiL13Jz9+4jhP2PYTTHvbnfOjnX8P15vnlbRfzxh98kk/88Rt56UOOpui6vOkH53E/EJXX1iU7cCvT1VCTJQvgZhFm5LYm2cayWUjVTxOnKSxi3KCqtl0s7uCQzQuc9YInc+Qeu3PTtrt49ffezT3BH8ApMKV787HHv5N1UzN895pb+eAPt7Dp/kOQyhTBjjmCBSEKrCSvUQRBpaomJwqrkn9mzGeD41BmOMoAHYdaSp9L0A9hZV+TxBs+taF2z8bSZ7jwUwAcOQ7Bb0Gc3Y59siRUVSE0o6eXUa9dPaYSaC+JAsYJWWqZWIrgCACMXh7b9BS7bqDBBPbB9bx5G2LhSE19VLW/2Fi0dnGafSM1OQ07ZGCJTa2Zqjjt1JJ2KErU4UYxAUSBB/FqLfdvdXjRVy+iEkW85CGP4U0Pf3a1uV/d8Rte970zWQjKvODoB/HdP3k6m2Ydyn6p6lSUSKLaTJ3bjCg7Uctm7U9JuPVSb1jnMFT2S4ROyMMPmOG8VzzPkuf9d/HK7/4jd5ftGqiz/gxnPvktHLFpf27cuo1XfOO3zCzOIZUptFKs2j2r+W4Tb9JWdmpqqtsq2mgU6usOyDGoredth/V6RF3e5+T+VUNUOQ8Axzkxfm7SdtZxm6caMch5V4jUG8inU6TWrv44sBdwBzYv7unYUJYPxL+/jY0k2Ru7dvU3ujzwKlaZBAr9hbP0IsHW17Fu7f+DMZfUHGGCCrpYoiIzrCnPEYazALi+i/p+VQJtvbh2OoFD9+OqTkBNHJN6DWtJJsx0bGjTHLmmPrlCOk9uOrkCsQQqSUiLzbaAhiGRusiihzhrcCOPNYUS1161yMu+8Sv+4/mP4FUnPIE1RY+P/PzL4JS59O5Lefm3P8w/P+mNPGzfvfn5K0/hmV/9EdfcY9W5xWCaohviVaZwIt+SWlTLUWylzdh7t122oEY0SpmN+5LVVWKpM7F3Jg5DT3vgbvzHsx/PTKHAhbdew9vO/SD3V7aAKbC+sJlPPendPHDzgdy5c56n/vuv8e7aHb80h5mfJVz0icr2nCUJPdKe4emQlb7z3WYRcr/SZxrDIs/kfndSSRQapVCtHVsU3IEJrwGKCMc0NDasWNBBha+sCCRrV/8OeK2qnteqsIg8BvgU8drVqtr10ptjKoHC5Eih7TznatuTlH6wFtiCiW5Cw1hVViljyotMz2+kFGwA4+P4IF7sSOS6iOfVHuaBjz0DPbyt92oPbaYKTHvlVh2JNDXRpz4aVNAgIKpEhGWXcNc03vwGivMb+MmvAl7wtfMphxF/8uDH8YGTX8u0V0TcnVyz9Upe8t/v4Hdbbubgjes5/xXP4E0n7oWZ2sGumftYmNpBeXonlemd1vZYWEQLi5bgCuU679heP1XJs1CuetiawiJh3G95eicL8Xhm1i5w+lMP5+vPP5WZQoFvX/N/vOFH/8C28HbEnefAdfvw70/9MA/cfCA3bN3OH33mXLbePEth+2aYX0dlwScoKaYSVM+ZleBr5JmVri+dH7fxejX1zB256hYy7+uuyTOVhajJviric1RV37rHA17Vy1c7miNaYRRz22DnW4WRS6DUr13dkjwBVPVnwOOwiYAyVqNvjzEm0JUJwUHixdBN8KvqxGQnrwinNMt8sAEvmMH1FXEdG8rS6ELfLoQlcdEfoPq1K4/cxrqtymRIKEtiQ9P/UyRbXWLL1BZ91sjEqlxBSzNIZQq/Ms3/Xr6TZ3z5XOYrZZ5y+HF8/bkf4MGbjwTgvtJ2Xv4/7+OcGy5n3dQUH33S4/n1a57AIw5YU5X6bJjLYtVL1xQWa6rdBjLt+BMTJm6Ixu2ZODwlTHnZ7iruZLG4gz8/YXeufvNTefUJxwPwqV9/h3f94p8IpQSmyJ8c8RK+9ux/4cANe3L1PXfz2M/+jLvv9iiU5qzatlTEBFRNB0sWyk6d+14Xyu40XV8nbS1taJlelB27qEPWcmZqbNrDqPxDW1Qe3WXj/RLsGEIFY/yBfLrAEcA53a5dDZwT1+0aq1CF2wkG4WzU2EYihYLDMUSch4l+hUYvtFJAxa55Fdy/O+Wth7N+10a8qQoaFYl2Fqwa142WeuOK216FlUw6mXbTDFVuk+xES9vtXJVrt6fS/AFJiNcSp6KkeRIfqfjlAROrcJMsRSGiTlWNK4AaD4whYgoTOkARd7FAIXLZGHn85pJFHj3/Y7703BM5eo/d+fenv5dPX/QdPn/Ff1DiPv76p+/klBsezV+f+Gc8eM/N/OTPnsjHL7yYz1x8A7dtD1iorMONfIrBdHVB7PSqKva7s4c+nSM3SeIQFEoAVcJWJ8DxFjhhn2lOO+lInv2gowC47K6r+civP8k1912PuBU2Tm3gfY98DyfuZ1WHX7zsOv7q+1dQvHNfNpTmYPtGyjsteUaLlepCBiSSZ1CJL3fKeagxVV+zbEPpF592ISudeN12qrptKNuUfLoi3aX3eqPGpy7lZKwVicpXoOZWkPX2BVljSb5OXTtoclwhZDs4RIxs7WqLnECHjqVkLDwQ8FG9DhPeg/j7VieucNFhZnEtXmUa3AjHj6qORMmDaz1S6XFllg7G2EiiKSxJNN+ibBVZJNqmXK35mmduXX/GxPqTVDC7xuuGqkOS6k8jF3VAY6cigKvvCDjx/53Nh089mNc/4uG84eHP4pEHHM7bz/sot++8i5/ceg4/v/Uy/vJhr+SFRz+GtzzqEfzVSQ/jsxdfwTvPuZbtC5b4IuPhOiGe61W9dsGSYdYSaXWHWpdsPqwuQZYssVb2S6i3wKG7TfGJJz+GJxxq476DKOR95/07/3PTfyHuPOLCI/c5kXed9E52m97AfQs7+ev//TFf+U3IVHkts6U5pLSGYLGACbDJElJOL2rCeoesxpex9L6GbY1SZVvJs0vVbVt0UraP5yN9n1ezgdW9XNZeKMKF7wLgeicjeGjd6ivD8hYeXyiC0V64rC+MfO3qFUag3YWV9FYma3t3ZUWmEX0IykVEwbk4BSuFIg5hKWD2rgOr2WZcQGJHInXjFVqI0/xFKcefbiaTTjx408TYIIU2Xa0lmQgdpzpBdpUrt9p1LGXGbSXjUePEmV2MDWkBlNCWE0uaqnHu3LhOWBaiimBMkSIb8QpldotXLTnt+zdz7k13cMZTT+Ghez6Is571ab5w+X/zxav+g3J0Fx/69Yf5v9t+xHMPeyaPP+h4XvuwY3jekYfwkfN/xteuvImtiwUqUaxmMj5i/CqRei1c+EOnlvQdQJ1aYvuCv4DvBBy6JuINJx7NK459FAXPY2d5ge9e/2O++fuz+MPO6xAXDl53EG986Bt5zP4nAfCLm2/iVf/zM66/ay2bth2IX5pDt24iDDwbrlKuJe5ATRy6Ela9mNMezQAaRqlz39xmbe+JNir9TsizAQNLmtAPGrzggfrfajDBDsLS/8W7TrbPpRpah6N0Spyt/Sp6q9truW4g3apfB4GRr1095gTajyp1mGhHotnqWwvrOevwCCIuwkQ/A/N8O1lJBVMuUd42h1eMcDffY51MvA3WkcirxYOK48ZqtkHd/G3OdSsSbZRCs8gy3VQTz1wAMWR65tryZHvmEqbIPlH3xv3EE2BU9ilTxCt6FNzN+AWrMv/OVXfzq9u/xZlPOYanHXEMrz3uRZx80Al84tLTufDOX3DRvT/ioi0/5QFXPYi3PuyvOHbPo/jIk57C+58Qce29d3H7jnnu2Fnmgltu4zvX3MJC6BJGfrKq2ZJJxHFqalvfDfCdgLmCz0sefBBH77Ebu89Osd+6DRy2qRbC9p3rfsDpv/kXtge34jgBG9es5VmH/DmvPPo1FNwCuyplTr/wPN710y04i7ux287dKWzdE60UqSxYb1sT2HhjVa2pbRtiPe1lDpdIhL2QZ0errLSQPPt2HOr3uch4QZSUFgiohv4EpR8Di4hzJMKe2Dk78T9oRaLtto+rdNrJuBxUC0MfSRrLsXb1mBPoMLG85Cw8CJhB9Sai8A840ZH24YxCorLiOC5e5FknFUes5CnOEmKqV+N2GMrS1K45IHto3eY2K7ZkbU/bQzOWRluyagssXYA7Cq1UG7moOpjAQRyPEBe3NINELsXCHGuckLvNDl7+7XN5zAGX89E/PpXDNh7Kmad8glt33sa3rvsO37/xu1y3/bf8xdl/wXMOfSHPPuypHLbxYI7aYx+O2sOO6c+PfTAf3DXPly+/mDMuPI9y2PzRch1Lr+unhDefeArPPfI4ZotTdWXKYYUr7r2Sz17+b1y85Tx8x3Dc7g/nlP2fzFMOfjrTnlVHn3XVL3nPTy/lxu0FCgv7MbO4lsL8BkxpmijwLHlGppZlKCbPatxnna0zLSVmx3q2dCzqYFtP2YZGvdpKch9XTSdOLSNYdQj23lQ1hAt2rWbXfVKsGs8iwmHYQFthXMl3uBj12tXSYwKGgUNkT/V4aZO93RJdp+XblWu1P2ufm/E7/Z38LiC4hPwnyrk47nMornsN4nl4GzfjrlmHMz3D7MH3oW7Iwg17Eu7YgVmcJ9p+PxpUMOVFTKUcT4ixvJNWG3XyBp5Jhh247TfUq1PnNpZNJ4Bo2Ga3L1WN1eX9TZdJ/5eUNODGC1N7Hsn6qbie9Zr0CnYS9HzEL4Dr4hU9XF/x15SR2R2YwiLbNtxO2S+x12538qaHH8oLjj6OfdbuBkBkIs6+5dv886VvITA7ACi46zlo7dFsKO7JnjOH8JSDnsEDNhwKwI3bbuaiO3+DIMwV1jLlFQFQInZW5tlWvp81/gyP2e+RbJ7ZBMDFd/+K/7v1B2wt38L9i7dz047LUbUORU888JW8/Mi/Z31xY/VU/eLma/nUry/lm1eXmd6xH8Vgmqmte6GlGcLFApV5S4KmUrH3SBjUQlSCSk2ybMgyNFCHobq6LdS23YSsdEKevUifknpOxQFxEccHx8GZmrZOfJ6HUyzG5e29GOw4l/K2vwPZjO+ejuCg0SJoJXYgavyQ8d3kOPqynQ5Lfdu8fMg/XaKqxwPMHDSrR7z76C7bzsZlL7uw2m43GMXa1atYAu0Eg5BSs1W7SoTDSUSci4nORaNX2Ik/SZKuCvG6kuKIJYGYKOq9cAcdiTQcybytZ25qe9N0f3X/69W5SxyLjLHaXDWIoSp9CcTeuQ5OxcMtrcEBZhZt+r67dm7noz//Lf/vop/xhMNmecYDH83jDng4f3zgczhhj0fx+avey49v/hqRuY/rt51rE16bOb5+3Sc4ca8n8t4TP87B6w/g4PUHdHRe7lm4k7f94lXctOMipr01BNG9eBLhAmsK63jTQ8/kUfs8E4Cbd9zMT268iB9cewkX3TLH1vJmtLKJ6cU5vMq0XVWl4hEuOpgotBmGktVVUiRZJcdWGZ8atnfiMLQEnYSmtGpnuZcAa4i5rgshi8cdLNgkNl7haYjxUBM0NLI6JUEQGLEKtxGjWLt6hRLoODgTZdlB6/cJh2DTNd5FVLkQkUdiyouIt4C6LmZ+FikUEUdwCkVMFCJ+bFOLH24FMG5vk01Tp6LuVLlL7KHQW3hLansWiULNsaiORFOORdVJW5y6EBfUgFewLyfGYFwPE7q45RncXdNMVYpMFcoUg2nmp/bk3uIO/vuKm/n+737CQ/c5m3c97k948B6H85bjz+Atx59BOSoRmZCiO43rePzmnh/x2d++gree+z0OWX8c+8weQaQBi+E2KtECLoqIy7S/jhl/M4FZ5LYdV3D9tos4dtOp/PMf/ZZ1xT0ITcB8sB1HXKbcNRTcAvOVBd533hf4n6uvZcvCwZTCg3F27Mfsol15hu0b0chhcWcBExpMENTntk0nntDaAtldSZ7p/02IN0u9u0Rl243dsxHtpM9BEG4ifaY9cLPiP40hCq7DVC4BpnDcJ8TOQ1bSbJ48YaU7D60urFACHRckRJRFrBGCi8PjMHyVqPx9XO/hsbqtgoYB4eJs9QKJ58VLmznWJipxaj+TIkE1qf66QKZtsw8SbUQfJAqxYxHUJO8MSRRsbChgk897HhrFHrlJjCh2MlSAKMRoATUeJnCAOVx/mqnIozA9R2V6LfcZH/UWiMzNvOBrn+OZRx3M6x/2dPad24eiO113eh6y+xP5kyP+jh9ffxrzu37EH0o/whNw4w+AK8qCCvcoRAplA3tPreE1D/kyruMRmgDP8Vlf3FRt97f3/I63/u9ZXH2Py9byUZj5vSgG06y9f2+7EPb8LJUFH42EsBxCFNm44jg1X2LvbFyWLDPDEPVq2kxC7ERt2wy9etzaThpqdD/5J6QmjS++afVtenMqfV81hCUlfVZ2fMXW8p6A6AxGF1qMsZWD0AokMhXULK8EOgpMCIFOqjdu+3oOj8JwFsZcignvQKPZODdpxaZbi704xRHEda29zxjrkRuF4LiQOBKlw1mkR6m0FfpxKuqRROuQ9siFOhK1+2OmcqiRgMQkG6tv1XGQyIkdsuJwkjh/bhTYlVycyGWqMsUGbEKDu4A1xfV8+dL7+e7v3ofv72JqzV0UCjsx3M0Zj/six2x+NL/ffj03lxyKjlKMx5R8WxIVIoUwRaC7ohJ37bqefeaO4JO/eQvf/P05TDv7UinPsjB/ANsXfe4t7cuu0iamymtZv2N3G886v46wVLQpC0s2o1A1MUKcY7lO2mxFntVLZtqQXBuibOUw1ELyXNpRO/LsoE56Vy8ElbWIfWosUeUmosWfAB6u+3R7rBrZ/XXet4OUPpcb3YxLYAIIVETej008r6radTq/CSHQYaIfNW4/fVk1j8gMoiegXEBY+QFu5UDEdTHiEJVKmKiI67v404IJCtYRBhCvDEHtzVjoQAXWCpnq3LR3b1KuOYkm/XcS3lIXJ5pMrlnJ52FpxiJiaTIZQvo4xKp0k0B2SQ7N9RpspbG9OU6TGAQ21jYqezg71+H6SnF+LUU3Yu3s3gTTO9k5tZO7Zg4FJ2DTzB0UvV2sKWzj4LXHAfDL2+E39x2F6+7CdxdwnABPQlyJqgsDh+phjE+kPkGwHo3W8IdtO9lnDv7q2H/h9P97F/PBBnaW1+GUNlEMplmzawPrSnNQKRLOryEIXMJynBQhrFiJM/Gw7YY4W0mdyfWiA5Xtku2dOQzZtofrNNQ5ecb3bKK+TUmeUv3UQlgqOz4PKG7hVGC3mo25Tn3biRq2m2d2kOrbHDGeDRyOnUZyAq2hG9LrhyC7tbc2qkYjHE4h4gJMdDYavRQ1U0ji8BFF4MflHalzp09+L/WjjvsZhhQKS4mxm7LNQlka9mVlLMpKuJAlIVTtonWEbKpD0cSxSEx8nqmSjqlOkg6yWEAcg+euoRB51exCkRtwLzbpQRDNsm2xxFxxhk+e/BG+ePm3+cUd5/P77ZezEJURd1fD8ApotIY5fyMP3e0Ynnrok3jUfidU93veA9i+zccLZli7sBGvMoU3v6GaxzYsu2gkREGsrk0tgl1HnnFcZ0dSZ7Nr0WJbR3GebdC9zbPL9vskkzrv79R9Z8o3EJX/D/Dw/OehFdNmrKMitUGTcT9wlt2JqEN8CyuB9oQJItBeSG6Qqt9eCbmVmjeKc+Puj+EwlN8TlL6HuC9EHMEs7kLCIA69cBERG5ZBnJ0otJl3cJw4/rHBkacXdGIPTfpIZyqC1pIoNHUssrtaqHTTEmqDXVTjOpJ6kbAqW8CotYs6Tm1R7og6CZQkUX8UxuUC1HWJxCEs+4gI7oKVSB1/I2un90TcEJ3eFSd8X+SP/ulK3vOMQ/jTE/blVcc+n1cd+3xCY7hvYZHti4uUwgBVEIE1fpF1U0U2r5munspSEPGDy+/ltC/fCDsfzN6VKagUMaVpTOSwWHZrafjCCmpM/fJjKTunvRxt1LUdOArZ69iBvXNkkid04zTUMXk2hGCJuHEolJudQN4Yyju+gJU+nwhmI2i5Ye3PLBVu1ng63TZo9NJHt34Vk2EDVdW/76f+BBEojK8ttB3a20odeRqRfoyo8m00ehYaFaoJvjFam4/SqsjqA+527sjRCXoh0Yx6nToW2aa6s4tmhrokbRFLD7E0iomsBKqJujus/q4dmm1HjEFNTKpqUHHQyCOqODiei1OewXHAK03jugavUEa3l3nHGSX+56gbec5Ja3nwgTMcvtc0e8zOsMfsTObhlyqGq25d4Dc3lPnSj3dyy20OEh2AVnyCwIudgkCNYqKoJm0mISlx2sLqd4pAq7Gd8W97HhtUtvH5HITKNrl+nWJsyLMN6rQ9sWYiLF9DtPhTwMfznwcmPp6Oly7rdWzLqZrtpe/JINB+MWEEOkz0YwvtVo2b/h9P+Ho0sC9wG2H5Jzj+09AwXiEjrGACD1W1jkQap/VzPdQJa7Ya7Sy5fFNvxLpCgyHRJWUhUxK1uzskUVga6gJ1DkZpadS24dRlL0ocsTRKJNOwZmyN260j0shBQwcTZxgKy3a9Vscp2oT/wK8vDPn1RRXEXaA4ZVi3xmHtjMN0sWY727Wo7NgJ9293CCsuGjmYaA4T2OOOAqkmfNc4p2o74qxKlL1KneltgyDPFg5DAyHPJuidON0l2YeyzAwmMlS2n4GVPp8G7IaagKrzUNsxtxtfPySZ2z7TEJEpVV3M2H4I8FhgI/AH4EequrPXflYBgS6XLTTDAadue3pfhIji6pOJ+AxR+Syiwik45aKdBBdLRF7BPqRxKIt4BcSr4GgsqXq+neSqatPGvpLN0ZLfTYl0GI5FjeVThGh3deBclKrXqYPRErUuMVk0TpiuzWakjoOEsY1ZnFrYUJzMwriJqi+WZB1BxAd8xBEWHOH+7LNaJTU1GtsvFbRST3yxU5A9nSmVbDvSjM9Nz+raxu0DIk7bx/AchnrztM0OZxHHjZ8xr87+GZXPxwS/AVmLV3iBjftMrk3VeSitvm1xHB2V6WRfJ/t7LdsPlkcCFZFHYJPKP1hEdgGfA/5WVSMReTvwDup5b6uIvFxVv9tLf6uAQMcFzdS4kCSYF04AvoXqbZjKT1HzrKqkkajnrLRk6h0b0nbCHqBxTGpfaONY1O0yaB1Jo3Xtt1jRhQy1LizNpwvVsBciYz10IxOvgJPYXcNae1JTCxNRvSYaAemk443IIreELGOHILReJZscYx2pxucmTaS22Wx1bdb/arvVsbWwd6bQkjyzyvckeXaGgahsk3uzIW1ktQ8NqOz4NAD+9J+CzrA061Ajssh0dUDVwYzYiUhEDgLOxqbtI/5+M6Aicj7wHqAE/ALYBhwH7Af8l4gcq6rXdNvnBBLoODsT9dpPVCUxV55NpP+PoPyfuIun4BbXoOUFG7foF2xmItdDvAJOcQqjBqnYy6hhYNW4EE9IbiqOozVaSqMDcCyCDGk0rdJNT8AdSqN2vKnuE2k0LQilymmViE3KoUhr9lGoVytH8SovCWml7M5V7+dYOrX9p9SArZBBWMl6pnX/k98NHrUkx5Khpq3uS7edQZrVPhrGUVc+c18b4uwku9AAbZ79k2dNfSviWunT86rXOHlZC3b9Nxrdhjj74XhPQsvJYuQVljoPtZNCl0tiHIHz0PLiLVjS/DxW0lTg/cCrgEcBNwBPUtUbAETEA04HXg2cFn93hQkkUBiuM1E/ttBO207Xr/1WIkRPBL4Pehth6bs47nOtDcyESORgl66zKksVmx93kEucNZVGh2ETbVannW0UOstg1CafLjSqdgVISZWJd6/WiLEuPWAjYaalllYkmuXdmt6mS0my7n+qbitps+m2JsRZVz5zX3fkmYmxsHkuReJ9m7XQgYm2xHGf4E+/0t4DderqRuehbtGsbidtDpPg+ml7WVS4JwO3Aa/W+M1NRF4NnAocDzwzIU8AVQ1F5M3A04HH99LhhBJoLxgm6bbqp5XjETQSqYji8lwi/Thh+au4hVNxgmnUtfZwjYo1D1y/YJ1gvPgyBilnIkk5NqTiQQW37cM+FBJNxkGGJJpVpxWJNuzPSr7QzsmodqzxtoRIpea1S6Iur6YKTNSzTYgzizQbQiDqoBlEt4Qgm5BmquzIibOxTC/2zib1OrV79kpY1ftaXNLJE+oyDzn1L0eV7R8H3YVbOAmRY6vXRGPnoeaJE8ZJehvtWBQhGj2B7gf8r6ZuvpgkLwKegVXd1kFVKyJyCXBKLx1OMIFOkhSaLXHW/qegEcKDEQ5B9QbC0jdwp14J4tglL4sziFiyEa+A+KH1zAVLpIlNrI0zUTu0JFHozLEI2oa5QBOVLjR1MLJF3Iz9S4lU00JhlaNS9RIps6Et1IEoiscSIY7UyDMZRqK6TfpMo1WyiAZoFhnVkWETwkyVa5oVqFPSzNzfgZ1zWCrbrHrJ5kGSQeolqBr7mWh1xCFc/DlR+TyQabyp10KkNlZYIzBBatzp7yhje+PvVts6xbhKn8uGdmtzNtvf85qebYw1qxnLc2Pb9H6CIy+yLQVnYYI7a7F9SeYZqNnfGh2Kmk3ePYxl4MiSJtpNsO0cpIzJlr4a9qmazHyuLQkptk2qUUtkSXuJZJjsj69P9ROG2Z90GZNKtZe2gaYkzaqKNkvazLJxDos8s9ALefaJgToMJX+zTAyOg5oFKtv/BQB/5uU4zu6185QcV9O8t/1iIgmsBrUS6CA+XeAW4DhJXdDYzpmsJXpSYwURKWCdie7s5TAnWAKF7qXQDElpZP1nSaHp7xQ0wpFDMHISqhdQ2XkGjvtemyPdL1SdiHDjFVr8AkiI4xcwYB9y6c2ZqBFNnYv6lUQb6vYtjTaUqXM0avBSrkqlUc1zt1EqTfdV12+Ukjaj5DiqDdKIJAA/nT4vE41k1EyibOXg04Iw29WtleneztkxcQ5d8kzvX/pc1t/Dsdq2MfNQvHC2OA7lHZ9DzT043uG43lPiRR6C1AtNVt7bbp6xUdg+eyHi/slbEaLRp/L7MfA64AwR+UfsrPduYB/gh8DHRORKVb0ZICbaj2FT+f1HLx1OOIGOM9qRa/P9VY9cXkjIpZjwAsLShfj+H9U8QwERsQ9/vEJL4iGqsURql/KKmkxc3WHgdtEmdduGu2SQW6t0gHZ/SrXb0Eadw1HjvizbKkv1PS39hToS5DKuTyvSbNzfRmLviTiblFtSbyzJM/nf/uVWUuEraTV8VL6McOEswMWf+UusU0xUs31WPW+b9d1ufCsbihDGK0mNEB8CXoL1un1Vavt1wEuBq4ArReRCYDtW8twfe3E+3kuHK4BAx9kWmmXvbEU2qYdMI0TW48gzMfo1goUzcaeOxQmKqDE4ccA/YKVQQNwyeDZBus2V2sEhdoHuSRSGIo1CeyJNT/5ZNtJ0G9TbSqEhFKaBkBO7ad3+NNqp0FsQUzuyrJbrVtpsWq57O6ftfzTECe3IszNiauk8lJBnlUR3Ud7+AUDxZl6C4xxclT6Xpu1rtH12OrZRSJ+9YHKJXlVvF5HHA2cCj8AGbZ8DvE5V7xORZwPfxnrrJliI9/+mlz5XAIH2gl5Vr4PuO0uFmwppIcLRUzGcj+rtBPNfxSm8EvFC1C9UpaZqoL/ngnpIGNqQFgCTciaK1bideOI2Q3cq3cbjTcr2SaTpuplE2aDebZTIGkbYKGHCUkJNq3ttH0v7raIDyW0JmtRpugbnIEmzWf8DJ04YnNTZ50SfJI6PnYckWVTAcSjv+ESsuj0Cf/rFaMXar63dO5ZC65yF0mPJkkq7IdZ2GISKeARQh3AZMhGp6mXASSJSBCJVDVP7LhCRBwBPwUqed2C9drf02t8qJVAYLDEOuq0YsTrTlT8jMu8nLH8Fr/xYPOcwqmndoOpMJK6HhpH1xg2sCre62HaCYS1xlhpzRyTadz8ZKuFGSRGWhr9klFsimSZloL5cihQkSxoeELohTeiTOJu12yl5doVBqmzbIeN+S+7LdN5bqLvG4eJPiRZ/DDJFYe5tEMd8JurbxPa5FP1IlL2UHWVb3WOZVLi1/lXLTbZvB74yqH5WCIFmqAsH3n6vqtyssTWTQutVuTaxAjgcjpHHofp/lLd/CJEzwPVwkty4dQ5F9iGvhrSEAeIUUFMhHdKSLYVmPXTN7bRJO0t3dqnShdpk1kj21E/cS+yjjfUz1KmNxJEllTY6HlVhmqQOZCnB9oVO7I3NyjQl1i4I01bI3jwMqbNJG8OQOpc6D9UWzRbPt05DnofRLVR2xl63s69FdE/UxI5DHWUdamYT7eQYctXtJGKFEGivGKb9tFfUE2mieXV5ESFXoNHvCXZ9DXfmL1BjbExoDHEc8Dw0CKwzUbyoNJGJJc9eJKXW56i7eNH27S1pI8PJCDJCD5rl1m0ilQIsScyQYEn5hnPc2P6Q0HaJukERp620dFMzibMrSbQ7e+fQkLZ9JpvipPEAKiGVbe8CncctnohXeEptzdU0+so6NKrjXn4yVBWCfDmz0WIgSc2Hhn6k0Kx9nUih8TatIDKF6/wFkfkQ4eKXCHc9Co8jbH7cxH6TpPbzfSSw2yQMLQlHxB659GALbS3hD00aTepDZ0TarI0mTj6ZkmlW+bo63RFmS2ejTtGmXsuYzS5JE7okzgFInTBoybN2Tyy5J1OLZleXAXQ9gvkzMOE1iLMHhbm3Qhzzq2FYkz41aAhbaSV9Dlp1u/yk2AxZ1265VbijwgpLpNDLTbacN3ozW0r9Q5o4LDj6IBw5GQgpb/8A0eJONKjUVmuJl9sSz8aGJqopcdyldp92+Wmbjrf58SlN3s4Tz8VO20slDmjXhmpU/WS2kTXBp5Mh1FWJ6j5N6zT7ZCCdNCETXbbbOMa242x2TjKSIGSfxyj73Dc7t02vaZPr1+yeadVWt0ikzyTu0/VqqlvXI6qcQ1j6DuBTWPcuhLnY6za051gT+2eW2hY6I81RqW6HPQfmSGOsJNDlw6hUub1KqFQlOdf5U0x0JRpdT7Dz07iFv6EaG5rEgYpjA/g1ldfTcaxHrqal3UY0297NcbRR62YSd5P2msWOQmY7S2JI0+1AcxUvZNoym0qozTAkdW5HWYHa9d2ttAnNVa1jKXUuxVLp011yf6j5A5V5a/csrH0TrntY9WVHTVTzvO2aMJcD4zOe1SKBjh2B9q/GHTYZtlZnth9DN6rc2oOqgGgFTAHXeSOReRfh4rep7HgIBedUq7otTIEbx7L5BXBCnLBQCweNQuuVGy2SZCcS7dXjsUe1bkvbaEZ77VS7DW01EkJTFW9jm60IqInKd+TolKDb2LqXkzRh+MQJGXGfKdWteH6c63aB8s53A2W8qSfhFp+CBkFV+rRpMyPQIGX7bKe6bfW7Ee2OdRT3W399NL2WKphVQKArTIWbYBzexAahdslS5YLDgbjOnwJQ2flPmMpt1K3akc6Pm6xfmWxPf8fo/4WlBzSdYFtN7s28R5upiMlWSza22c65qo2adqjopu82x9LyXLQ4h4PIZFVtaujPZuO9nCZSqskSVCIq8+9Bo9txvEMprDvNZvZKjzV1TuqTJjSiU8IcN0zSWMcTYyeBwnI5E3UiWTaW7ye0pZ2E2kTVqhXssmdPQORKVC9i8b53MrXbGXUOKxJnKpIggIJ9UzLVeLa4zcyVWjpV4zaOOanbMNxUW02lUTvgjPYy2mwmkbZsr41k2thus/ZheUg0jQ7JrKOYzXYvFk0xnlJncq9II2km0mds+8RxCUsfx4S/RZzdKKx7P0SeDVlJbJ9hQDVpgsbhK01tn90exzjYPftH62sq6CqQQMeSQGESVLn99tGNKjfZRjU2VMTgyqsI9Q+Y8BrK2z7BdOFt9d64TpydCMAz9ckVILYxDjKxQo9qXehetQutbZstyBQ6INR0+83QKgluv+hB6mtLmp0l5m2xc9DE2aLNtuXaPHfppAmphPHiOISVrxJVbLKE4sYP4zi7VzMNJeSpJqiqbnvzth136W5IqttqAcGJxpZeBoYVfoS9ENygibeb9rLKNhJIYg81iEzjuX9NGL2TqPxdKtsfQGH982sLbENs8wGNHMTz7ERRl2g+ss4VPdtCOz2OGlq+HLV0NCK73VZEmrQJLT2PmyZraIUBqjZ7QceZgYZFnG3aHgx59nNPNiZN8IjCcwlLXwSE4rp34noPqJGnpjMOZam0ByFFj4P0OQpyF5xcAl1eLF9caL+k12mZZoTZKH0m21NIVLnsh+u+hig6ncqOT+C4++PNPqxKJgmZOrEdTcWxqtwwaEiukI4L7UWNm3VsCZqrdltKo9BCIs1ot50attlk30bdm1mlpzCgztFz2ry+yTJBb6QJg1DXdnvsWarbROr0qxmHjLmSoPRxAApzb8AtnFgNMTJBxarnl8R8Zn0ax9gp0Y4DefaP4duxJwdjTaCwnCQ6aPRiD21WJqqqcsHFdR6Nurdiom+zuO0dzBQ+h+sfEquvGhbaTn1E3dpyZ0tUuYMg0fbH2JJIoYVEmrRL07Zt/SYZihr7gK5iY5sRXLfE2n9+WbpTwbclz97VwMsvcSZIxXzGUP09lYV3AQHezLPwZp4DWr9Ael3M54rFkFW3MUQFL8ol0BWADibZpvW6kUJ76aNZX41SYBaZJWn+ItRUcHgeOLdizCWUtvwVM+5nEW+jlUBjm6jjG9Rx0ChEHAdToUZQhg7DWprt6+QloHm53iXSxjF1aMtsZzddUr6zazsQQsxsuId2OyaC/myng3EQ6ub43CW/JVbX2j+WPMXxkUIR1ZuplP4RKOEWT6Ew9yZEBI0ia/NML5RtAiDKcBxqJnEOSvrs9vqOq+rWQhA8s/LpZSLCWJZPZTDofhsfxF76TquQ4gddDYLiOm9G5CDU3E5py9+gwXytWpKlyK0t3SROY2B5gyqsK3R6bK3Ltc5MQ+twi7r225FC86w8Lftt9ekHg2i7q2Pq4Dy16bvttRrA/bAUS+/NVsnilTuplN6BzXH7KIrr31YN66qRZxh726aeqaZq22GpbrtBrrodF6z8V4QqupEoe63Xax9JXZrUT0ukTb4VhCk89+8Jon/ABFezuPWdTO3+ERx/qrqqiKpTczLyrNpKjFNTXcWqXGsPTY9rEMfRebmOVLsJ2qp4OxhPI+H04mE76iTpXasaOxhfB8cwVqraBI0JE1wPuIfKwjtA78fxj6O4/p2IeDZmuuo0FKtuTaXmPJQ5xk7JshGDPhe9nrfR3puigpurcMcHg7GFjguJdtpeowo3Kz60gqolGo0AZxbf/QeC8O1E5Qso3/sBirv9PeLEeXGpqXINIIkNKHkDj1W5tYmkV1top+TVGZFCh2QKHah5OxhXp+Q0jFCWgdjgOpVaB0GYnfbZ7yTeSnXrghNP2K6HOlsIFv8B9D4c/0imNrwfcabtfZ4OWamUayErJMdaaRhv43enx7VyyLMX6dNdBWEsE6HCTTA5KoR+HpxOVGJLVUnVc6MRwl74U+8AioSlH1De+k+oaq14EisaZ2WpZi2C1Hczcun1BaSTMq3LdXz9O5YEu1UfZvVlWn8GVacjdKi+ro5jUM9TJ32O5tkVcVHuIFh8W0yeD2Zqw0cteUKd9IlpON91OW/7VU13gsmYzyZn3h09Vv4rwhKMQgrttHyzMo3bW5VLIQ5tUQMSHYznv40w+ADhwncAj+Juf2PTlYmD+HGYizGIMRhjwDhoGC/krqYq8S1V5fYilXYrkWaXa3yYO5ZKoUNVbxb60HwM3KOzx8msC7Lsbom7QZVrh3rpsy5kRfyq05DhVsLKu0G34fgPYWrDhxB3jZU8Y3tnErKiQbmqurV2z2S8WbbPZscz7nbP5SG/XIU7ppgcVW4//WTVbVTdsuR/OrRFTYAjD8KffjtB6T2EC99EHJ/ChjfjuHG7jtSSKzipLEXpsI6+VbnNji1ps79yHal4q4U7sZu2GkcWhhFiNaDzPHDShNETJ2SpboGU3dM6DalcR1h5H7Artnm+z5InNckzM2Sl6jSUjLtTUuyVPPt5+RxFvRp6lz4FZxV44U7kES4viQ4anZJJUraZZGof/OqqLerY3+YovOLbCMsfJJj/GqhQ2PgmS6LxYsIAEnnViUWgzh5aC21pF1rTLQZHpNAHmUKXhJrGGKm3ulTJdjc5Dtqe1wsy7J6x05DRSwgr/wJUcPxHMrXxHxEp1jQAic2zMWRFK00SxQ/T7jkKLCd5Aip2TlnhmNgjXD4S7Ybweinfad0siTQh0QJiFq00GYLjHINXfAth+cMEu76KUqK48S1IrMoVR2LyNDbpfIWUZy4tSHRQ6EW927psx6reaoU2xzTkzENt0ae9svvJcNDk2qpuq3Pr1n0vIU+ngJHzCMNPAQZv6ikU1v01jldAjVr1bEyeJqik8txGDeSZJYE2I9Fc8sxhMbEEuvLQKZk3Sp3N1Lzxdo1AXVzn4cjM2wkWPkC469ugCxQ3vh1xCrXMRIDG8aEKdgHupA1IpfpLMCwyHXzYUFfSaWYD3dhUB4ABOfiMJ3F2Wq/+/DYmS1CEyHwdY84CwJt6Cf7cy+tim5c4DSULZKdSWI7uZWH1QPJk8uOPlWcPbVamnep2KZQKqBtHpNjJwvGPxZ96N8HiewkXzkajeaY2vx+RIo7vo0atBAo1xyJ147nGkqWVRNP9DlsiTfrotGy78s1Jpet7adRxny3Qu8QwbKmo13FlOA2lJE/EEOmnUHMh4ODPvJ7C2udWvcjVqFXXVio23rNSSTkNJQtkZy1TliWBtjuWYai3J136FFgFBDpRYSxZGMzFHqfJZxAODKlPkl3FWPWV6BEUZz8MMkdUvoDS3a/FRPfFCbdTdtF0eEv1jT6lRutKSmz8dItepITu+0oy67TPsLP86G+s3Z6fXs5nr9e6EW79i404KNsIzT/G5DlDce378WefHat040WxYwlTNb1EWS1ZwlLVLfR+bw6iTD/l+61Xw7jf9+OGlf+KMHSMgyTaXK2qMYkKoMZF1AXvIArTHyFYfDcmuIbS3a9kavNHcf2Dq05FAE6haFVglVjq1Fr/9ZJoa2k4+zjS4+0UvdTrta/OJ5NBLnYwnAlsnF4QG9F47jI8blOSp8rNhNE/AdsQZy8Kc+/Fm35AfRNV0owlUBPFdk+D9RFoDFmhxXerYxsn8hwzKLkT0aSgbdq3jpBWSQ67biflW5Foum4WqaYRx4ZqBTGguFBxwNmDwvRHCcrvw4TXULr7NUxt+gDe1PGII9VMRUQ2awshNXVuPBH1nu4v63gS9EKMndZtNc7e753xeWsf5HUYRZ+tkJY8XRRBOZco+gIQ4njHUFz7jziF3RA/jjc0xqpuqw5DoVXbapThcdtMbZt1TKMgz+W4djUM/h4WdBUQ6MSrcFc2+n17bXibrqpzA0uKrKOw5sO4hUeDzrO45TQqO75msxYlmYpcmwJwSbaijCT0gwkL6kf11+8kNCi14yjR77hHpVbPQjPpM50kwUUpE/FpIvM5IMT1n0xh7kOIt6F2T8bkmfa6tc5DKTNG5pi7/d8pJu0+ytELVtQrwvLHhy6XOjctlWZLoFCx0qe6iImTJZQNmCJe4S2Iuxdh6etUtn8SE1xDcd3fIv4UogYDOI5jJ6UK8SRl+5NYRdxcndutejd9fGn0I5l2U79VG80wSG/cYU68yyvl1KM5eVYdhsRH9VZCPR24A5jCX3Ma/vQpiF+o2TsTyTOWOk1QQSvlWqwnyQorieq201y3k6C2HUfpE1CBaBzi7IeLFUWgg8Mkkmi7+lAl2CTln7oQBgg+fvEVOO5hVHZ9jHDhbExwPVMb34/j7Wfz5RrrVKSOE7vpunVp6gajzu30GPqp308bnbQ9buh3bMM4tvbkqeqgnEekXwAqiOyPv+bteFOH2EURHAHXi0kydhgKw2q4SjXWk5oEmn08q5s8hwYFzQl08jAYKRTGk0TJKNeJJFq/v5ryzwSW9AKDcRwc50SKa0+nMv8eTHAjC/f8BVMb3o5bOMmqcEMHBxoci2pWgNaORYMKd+nF9jmMNsYRwzq/g0SW6t/+rpHnApF8CdVf2T3eKfhr3ojjz9YkT8eJnYWizBy3rRfGbkaatNi+MslzWPZ7RXICnVRMLonSQZ2sdrPUpVmORcl2q861JBqh4kPFSpdOYS+Kaz9JsPDPROXzWNz6Nvw1z6Gw7nU26wvUJZ8nCmuORdJIoo0YRsxoVl/9OIK1wnJOCMOW7EeBrPMXe3VLAQDDlUT8G+g2YBpv6tUUZp9mpU7XtVIn1MJUkljPKKyqbTVaTDkMZSWJJ+ObJv+bbetm/6DqDKJuDePj/Da5WJEECpNKosNoNym79Lsx+byoixofMUX8mbfjFr5NZednCHZ9k7B8CcX178RxDrDZ/TwPwlgaTRyK6tL+NfadYFgk2njM6f6G0W4jBnWvjQLLMXE2dzoTXFRLRPwXys/sNnkQ/uzf4rp71xzYnJTPY+I0ZOJVVpI1bY2VOOvJoR/JcxhYBeSpoNHK91FdsQQK40SidFF/UJJoN45FEWIi+7sMGnqI5+P6z2Bq/dGUd34QDW9i8d5X4c+9En/NCxHHQd0Q9TxMxUnZneJl0hJiXjKRNRvTsDBs0uukn+XAuIwny95ZI07ExehVRHwR2AJ4eMWX4U09B3d6Tbz0nm/vt2T9TmMw5fIShyGNFhmtw1AueTbvRNBIht/PMmPlvyIMDKOekAZlc2n1tp36pDIW2ZUrAlQNwsFMbfx/+GueBYQEOz/N4tY3Y8wdtRy6jmu/0xmLMsNcaLNt1GiUTCYd43489ddc2UWonyHio8AWhIPwpz+ON/VcxPWrmYWkep+l0vSl8tuqCaqS5+gchiaTPHMMFitaAoVBJVlIMGp1bqfORa0ci9L/mz+E9blzAeOiFdfaRSngT78Bx3sY5Z0fwVR+w+LWV+DPvgyv+FxEpqr5RgmdlCqtMcwlPR7ajmm0WK020F77a3cuWsUJeyg/J+LrwC6ggOu/GK/4LNyp2aq9U/xCtQUNQ4hCTBBYybO8aJcli8IuHYayNCKNWJnkOWqbp1kFEugYEagyPJvhpKpzO+0vq91WjkXNCDVCFUQjkAKmsmDXWgREDY57PDObvkhl56cISz8kmP8s0eJP8ef+Gtc73DoWOU683mJkpdC6NUVbHVurh7ubB3+YJDcuZD9IDOOYsslTcDH8AcNXUW4EQOQh+FOvxy3uj3geTrEIrmelzdhhSAObw9YEAaa8aKXOSjlOCJLOMJS1MHYzwhwVefZ7fieBPJe2rQpqcgLNkYnhEf3g+8sizqzfUHMuIpYc7aLchEG1NXHWUJh7K970qZS3/xMmvIHy/W/Am34Gnv9ixJu1BROnDokanIt6cSjqRlJtbD/HUgxzMm0kz+T/dkL+G+XC+P8GXO+luIWTcXwfKRRqqlqv3tOWKESjqJrftjHOs/WanqS2Zf1uta2XMoPESnxhW1kYQwIdrhQK46LOpcv6ndRpVqY5WWaXs5mKJJYiNYggKqChZ4nRcXD8Y5je9AWC+S8Q7Po6YelbhIvn4K/5M9zCk2tOH5VYpRvnI62pdLuVAHpR9467WnYYGPak2+x8NSPOCMOPMXwfKyH6uN4zcAvPxy2ss8TpxpJn7G0rjmM9a+O4zqhUqoWrVHPbLg5wSbJxU9kOor7F8NW2LcxCpumuFYMxJFAYvYTXK/od57COs1u7qJu5vy7MRSMkwoa5YMNXxClQmHsN3ponUtn2SaLKpQTznyR0v4NXfCWu+9Bq5iKBNtJoglHbRRv7moT7Lo1xkFKWqmzttb2QiO8C9wMg8nA896U4xf1tnmXPi3MtuzW1bRrGWMkzTpTQ/5JkvUqe3WI8yHP4aD1OkxPocmI1SKK91O9Ueu3GLtpoE03+NyRcSMJcxEGMQaJkAjyA4oZ/Jqr8gsqOM9HoZoKFtxP5J+AXX4bIQVb11tTBqFNptBN7ab/ot+1hJXFYTrSTOmvfigEuIeJ/gHsAEA7A9V+BN3Wc1V4Up+x94/tVR6Gqh20QJ0UII0xpAVWDWSxZNa6pWMkTcsmzDZZT8lxNGGMChcmSRGH0Hrq99pml0m1e1qbss04gGmGD2ivYV0zPvmaK4+BN/RHe9CMI5r9BZecXMcFFlIOLcPyT8IovQdgHNfHapBo1cTDKkoiziHRcH+BxHdegUU+eigCXxcR5R7xvT1z3hTjuo3CL0zYNn+fhTE1b6dMrVNef1SiMYzlDNAgwlYr1tDURGpZTzkJZ8Z2NpLlc9s5+rv0k3TcdjFVtuNFKx5gTKAxbEh3kYsj9oVdCbHd+OrGLZm1faiutORdhnTjCuEgq2bw4Hv6aP8GfeQqVnV8m2PUtTHABleACHP/ReP6LgT0Q46Ry6TZb1aWVvXYU0uhqR6v43YQ4DcqvMJwN3B3v24TrPA/HeSzu9GxsMy9U7Zw2n20scaqJnYRiNW0QYBYX4/9BbUWVurU8E7Qjz14xDFv76DBqj9umyAl0XDBJ6lwYvV20k36b2UWTes3IKqlXcy4C12YuMoG1iYaBnSTVIBLbtvz1FNa+Hn/uRQTz/0kw/x1McD6V4Oc43iPxCs/B0YOrk2SjWhfImDDJ+J8T6WDRLulFQpwByvkYziGxccJmXOcZuIUn4fjT1jloasrGdBankMIUkqTkEwetLFqVbVCxalpjiEoL1fjO+sxCUcaHjO/G36229VJmEHUGWb+GcVLbqmougeZYLgzrhaGd1NmuTAoaWc+gZGkzEwe7e9ZTV9SAODjubhQ3nIY/+yIqO75EuPA9TPhzKuHPEefBuO7TEY5Zkk83IdHmjk6TpNZdKXBR7sFwHsovgVK8fV9ceRqO+1jE9XH8YnUhdvHjjEKuV0ee1hHISp92VRUrhWJMzd5ZfZnKIk7IJs9esRzkmWPSMUEEOgjprjnGUxLtto1OJdGsMq3UpUvbsOpXEApoFBObGrTiIJ6PRqGVRuP4PpHNTG34G8zalxHs/DrBwndQczmhuRxx9sN1n4TIHyE6U43xEzUkk6guUeu2O6Z8cusM7SVOJUL5Hcp5KFdW9wiH4TrPQryHWRVtbOOURF3rejiFqSVJ4E1lwd4r5cVaTts4s5BdSSVIhajA0gQJWd+Nv1tt62b/oOsNqn4N4yR5pqGrII5lggh0EjEISbJXlW4nXrqdSqNZD1C8KHc1BWDKwSiGOg5OEhzvF6ya19mD4sY3Ulj/51R2/DfhrrNQcyuh+SzwJRz3sTjyBBzZPw5ZoOpoBI3ZjBqJMz3OXLXbHq3JU7kXwwUovwJ2xFt9hJNwnSfiOIcifrEajpJW1zrFmfi6xwSa2Dk1ju+MQqJSqZpZyJJqBBqscJXtoNqYAKyCOJYJJNDh2UNhGI5Fy0mitKnXrUq3+YNfczCKatpXx64xavPpAurVEoQzQ3HtS/DXvIBo8fzY2egyTPQjDD9C5BAc+SMc55HAmjjfKYhWqv1lh940jjMn0nq0I80A5TIMvwSuT5XZC0cei+ucgjjrkELRahb8gg1LcQSZmrGqWtd62AJWRRuBCRarxGkWS7HDUG0llf4WwG7EuEqdg2qjhnGVPlcLJpBAYRQkCoNS58LyqXQ7qdeNSreVg1EcmoLNpZuob0wUWoeRQliTVAqFKpE6hWmcwqn4c6dggpuo7PgmYemHqN5ApDcQ8SXEeSiu8xiEh4BOgZqUs5E7hurdXtof1v3cTkULSohyJcqlsYo2Sd1YRHgErnsKIkcgrotTKNbFcjrFYo04izN20WuoJkEwi/MxaS7U1LWlhfrwlJE5CuXE2R366UNtQtwVjgklUBg2iY4vej3udvVaEWknDkY1Jx+bwahi0wBqHPcZBjZFGyEaJvlO3bp8X45/IMV1f0lh7tWEpZ8TLvwQE16MmosJuRg7oR+DIw9D9ChEZoCoQb3bSKbLIZWOw33ZOvmBsoByLcpvYtKsVEsIh+HwaMR5FCJTiFdEHLdq30ySvovrWc/aOJ5TRKwKP85da6XPWNIMApuKLyM8xSKLOGF41yhHa/R53tVmK1vpmGAChdUpifbTTq9ORq0cjOrJsxrugmudjKIIFReMXy+NOrFnZuJk5LpxInEXkbUUCk+iMHcqJriPYOFsosWfYMJrUX5NpL8GPISjcORYhCMR2QPRWHKqy27UauztzsGkoDVZAigK3ItyBYarsOrZ2gQnHILIibjOoxBnk5UyG6RN8X2ctLTp+3HlOMNUEEClbNW1lUUrbS7sarPwdSfq2uWQPAd1D6w2yXN1YcIJFEYhiQ7HLgrLYxvttF5WmSw7Y2OYSbpc2skINDLVLEbqODgFrODjxbZRDLWcqA644Lh7UPRfhM69kKhyB9HCz4iCn2PCK1H9DZH+xnape+JwNMJRCIciFO3mjsbeiEmwm7a6fomUeT/K71GuQ7kW2FZXRjgC4aE48nDE2cMuiO562dKmX0AKUzhTs9ZRaGoa13fjxa3V2jQXS2hYQSuLNeIsL8b2znI1j61qEv6StfwYGd+Nv1tt66XMIOoMo416TBx55l64k4JJJFEYzLj7IVHa1G0njab7z/qu1VFNJHm3umC3MQbxfJtT15g4wXgEsTRa9eh1HMQBz9kHt/Ai0BdgKvcSli8gqlyECS4B7sJwF/BjbCDpfjgcjvAAhEOAtQiSspemxw5LJ45Oz+tyq4ETsoyAO1FuRrkJ5QZgS0PZ2VgF/lCEo3HcDfYcp6XNaiiKlTYRx3rU+gWrok1ecKKIKIqsejYM0CjELOywZFkpE5UWrHftYilj3c5O7Jy5vTONiSNPNPfCnSxMMonCYByMemlnFGpdu82qdV3Qig17MQU0cpCgAJWylXzi5a3E83B835Kn61VjCZMleqVQxF3zHDR8JiYsYypXEy1eSBRchprrgFsw3IIlVIB1CAciHIRwAML+wFpqaszG42jnlJQuN2w0Ov0EwD0ot1U/cAtpO6bFFMIDER6II0eBHIDj+PVSZjXhQQHxXKui9WJpc2YOcR0Kaxz8NWXCxQLhooMJDeH8PAQVTHkBU5qvJX+PQkylbB2E4rCUmko9K49t+rvV71bbutk/6HqDbmMpJo88saqfXAKdNEwqiQ4Sy63W7cThqDGvbgWReP1Qpz6ONMmnKcmtmhCp46AGxAOHIo57DK5/JGoMJtyFBtcShVdgwqtQ/T2wHeW3KL9NjWUKYW9gT4S9gM0IuwEb432tJO9m56dXNJJkBOxAuRdLlluALSj3YFc5yZqcNltbJodYyVsOQpxktZP4ZSR5SUmSXMTLiS2RNj0fcR0cz57vqOIRBUJUiawqPqjUbJ1BULVzJpmELHm2Wnas8ZxlvYQ1K9sMy2nrHA4mkjxXEVYYgcKoSBQG6VwEg7OL9tPWsKTRZJ+b+k01r659Ww0AFzVB1RZnyn411lA8L/5tHVcSyQlACjHpqrHhE2YOok2oOcl6fUYRpnIrJrgGE12Hia5DzU3ATpQbgRtZ6nBfADYhbMCqf+ewEussMIMl2CIwBfjYR8nFysgu4GBJLqRGHiFQBkooi9hUeAvxOHagnB/37cdlm4UBCLAXwv6IHBB/H4rjbIxPr5UwSdbcrOYntlKmFOIQlOlZG89ZKDK1zsH1Q8Q1SKGMKbmUd7qY0LB4f9mqaSuLaDmWMkslm8M2lcfWZhGy2aOyHYRgKZG2I85xljiH0ZbFaIgThkeemnvhTi6GT6IwznbRftsatH00vS+NClVno1iti4lQ8a0EY0wtCYMxNWcjR2Kucqw9LpX9yHYVxivEGMQR1PUQ90Acf18wj7c5VwET3IeJbkajW1G9DeUuVLcA92GJ7Q40XpprtBFtAZYk1yFsAvZAqp+9gb0QZ9oWFde+cIhTlTDriDPxco7X3qzFa3o4M3N40z7+TIiz522EhRLGtedmavtm2Lm7dRCqlNHyAiZxDopi56BKbP+MUy/Wp+BLrvdKVdcOoy2LySfPGKtdhSsiWWdYVXUCiHeQEl1zjK9ddBBtdUqk3XjrNm8jsZGKRtUY0sTZyJKCjxNacpQgsGTgSHVR5jrHI9ez+en9gs2pa0ztjTgKUaO4OouG+9jtxtjkD3E5jXZiortB70V1G+h2VLeh3A9awkqR9hsWqZe0NHUOkk8ioU4jTGGl2On4/zqQ9aC3g2zEkROAvXAc60lc70xlz2tV+o7tw1VJPT4fVtosVJMbONMzFNcK4hjcgiVJjZQoMKhxMHftbZeYi22cOysBZte9qAkxu3bE0mYQJ0EwllQziTO5nlmSJ21+t9rWzf5B1xt2WzXkKtvJQjsivJVRv3xPIIaj0oXhEGkv7bUbR1bbnTjkZLVdI9Kas1EspQYOWo6zGCWp5FwPKQQ1Kcv1LHnGpCquV1v9I0YigSb5Wa36Mf42Gu+fRcPN9eXTJBx/q0kdV5bKKustvFFihpRt1234H0uWVQnTqTpWWUncq66vKYUpxPGQqWmc4hRuwWV6r62Es/dxzx6/44D1VwFQDmcJjU9w18OYuf0BhLumWbgnsNJkaR4TLzOWTrlnKuUlatql0mYWYbYj0FbbeikzyHrDbquG0UmdI4KSe+Gq6oEjGscQMRp17nAxLscwCEej9P/WjkYQS/haiJc4i+2mGkHoQEI2qVhSYmkSYkejuB1JkZaIY6XNeJkta7KMCcsY1PiWJHzfrmmo9cSpqT7qVpxomDCybEDiNJBn0m9KyqyWSyTLVFjPErIsFHGmZ6zkmXxcxfUVcUJwQ5zIZ6q0G3f6BxFGPlpZhxv57L5lfxa3zRAsRGjZxnCa8gJaXrR242qi97J92UgcgzJtnJBNpDAY0lm55DlajOoYNFfhrhyMTp2bYOVLo63qdiORRg3/045GqRhHjbdF8covZtFKqo5ftQGK51vVZhzPmCWpAZaExAHfQ5yUd2+jZBhPAFUJVOtVvck2Tf2uotXbd0KiiQ0XwE2pZKvE7tmkBV4Bx3dxi0Jx/QIyvYt79roWM30vh+9xDps2fx+A+xcOQsMNbNv6KLbd8WimF+fQLftitm5k5ub9iMoPx0TGJjyIIu5fnEcrW62EGeeptXGdYRPbZjunoG6cg5pt62b/oOuNqj2L0UqdK4H8xw8r2Aa6UjFoabSf9vqRSKGeXLMSM2TDEqpb73QElszCAPH8qt3U8QtVRyQlth0agzog4tUku0TKgxqRxoQoxravqrXFwlMSqGiDWrfFm3edpCkp6bNKoG5MnB6O7yKO4M8o3lQFmd3Bro13sKu4k332uIA1M9ez26af8LjddhIpXFu8ku2Bj4az3L7jAQB4FZ+w7BLsrGBKu6yUWZqPyTKoSZlxCIoG5ZqU35Y4adhGw77G36229VJmkPVG1d7qQb4e6IqzgY5GEoVh2kVh8MexHBJpenurpAVuxretU823G68CkzywanwksFKpehVwHEySNCDlbEMSCpNIfClbI1L/G4gl2lgyTqlepZF4HbFZe6AaR5moVh0HHN+O13ENUoiXaXNDcCNs6EuyGgoQpc5XpciaLfuzxg0pbdubXW7I7+deyuXrbyA0PtG2g5lZXEvx9kNYe4+PhiE7d+2wpFlJ8tNGdaSpYRCrpZtJm8l1aGXfbPyd9b/Ztm72D6vuKNqrYXVInnkmohViA83C6GyKk0Wk/bY5aPVusq+RRNN13dqElKzsEcUkJy4axiEeqXAP8fylMZIJkXpuSn0ak2q82gikyNX3ceJEA66viGulRNwIKZTRwiLqhtXQkLJfouyXiNwAKWwHYNpfwHMCfKllEAq0QGh8SsEMTmkTnvFYu2N3vNIcWlpDcP9aokAIyxvRIKAY7kUYPBA1IVJZZCEK2RXcaJMbGGNDTdRU1bL1ZJl2BupFNbvSSHNYbVqM3lFoGaXnPBPRSsfoSBSGncFoGMfSb5uDUu+myzVKrM1VvQqgESKFKlmoRCCuzVEA1ThTiUIkjMky8hA3QpwKxHZUotDGkooDnt2mYYCKELkeoeuBIzjzBRzPQdyZ2InH4BesZDnlhlAoo25IVLDJ1MPCIpEbpOVN3MjHjzzmKtM4pVm0UiTcNc1iIERlxSRLglXK8dJgFbtQtRrr/GO0ZseMiRNjajZNqK7BuXTVmlZS5jipafutO8o2LVYVea4irGIChVGqdGFU0iiMh2q30/qND3q3Umlj227dt1bXm4xDY8BKqIl0Cksk1LqEBI1hJKn4S3Gk3pYZ76tL8NDoZQvgrIl/rKlti9VdlcS+qgY122K7blhzYIoiK1kmxJgmSROl6sbH3XSJt3ZE2QtB5qTZiNVKnFYAXUHWvybomEBFZEpVFzO2HwI8FptA9A/Aj1R158BGOBKMVhodPoYlkdJHu53W70YqTba1s6XW19EUmSYrxKDGJmkXB4xrHY7ERRsJNUjZQ9Oxmcm2BnuoOFLrvjGEJWUjqk42TUJm0kkeAKuOTdpQk3L8MbVz0DFpttu29By239ZLmWHWH1Wby4lxOp48jAUAEXkE8GngwSKyC/gc8LeqGonI24F3NLSzVURerqrfHcqIh4aVYhdNMCzpelBE2qqNTqTSZHuzSaMzKdWqelNSq9aui0qqXCJBxtsk2ZeWMp1UHw1kuST+k4w40cbkDA3hMVWSTG1LVLFAG7KkzbZO/7fb3mu5QdddjnZrWK2S52pDuzCWg4CzsRm0ib/fDKiInA+8B5vL7BfY1XqPA/YD/ktEjlXVa4Y07iFh9HZRmHQi7aftTttoVq4TB5VG8m1HqonbuZvyP09+Z5dPSLVeYdWPN3MykNo2bUt+3f5u0mcHEnxrjKOkOYq2LZYno9AYkmeeiQiAt2BJ8/NYSVOB9wOvAh4F3AA8SVVvABARDzgdeDVwWvw9YRi9Onc0S6QN0947iLa7UfE2K9dO1Zv+3wtq94am29X6NqWtKrk5lk7AvZBhL1Jlv8TZTblB1x2H9nPybES+GgucDNwGvFrt2lOIyKuBU4HjgWcm5AmgqqGIvBl4OvD44Qx5FBgm2WRjNNIoDMfZaJBtN1PftiuXLtuMIFrZVlu118l4GiXYftGN6rQbQuxEau8Eg5i4J1vaTJAT5+pFOwLdD/jfhDyhSpIXAc/Aqm7roKoVEbkEOGWgI10WrFRpNMEwj29QLyHdtNOubLP9naqIe5csu0OvJNePFLlSiHMU7deQk2cz5E5E0P5lutn+Hl7C00tAjRNWsjQKwz++TiXKQbbTTprsdQJqdX+OM7H2Wq7bsqNoZ7n7sMiJM40s+32uwgW4BThORNyUCtfDqm8BTgK+n64gIgWsM9GdvQ1pHEkUlksahVETKQz3OAfVT7fE3GzyaSWNjhu6HVsvxzLI419ZpAnLRZwwvvfluI5rNMhYmLAOPwb2Bc4Qkd1FZA/gDGAf4IfAx0TkgKSwWN/+jwF7Aef3PqyI8bwwyzMmJRrxgzuq8z/IfiJ6ay+iu7qN5butP8y2ex3LoMbf2N4wMdo5YvTPYBrjOhe2Gleswh3EZ4zRTgL9EPASrNftq1LbrwNeClwFXCkiFwLbsZLn/tgz+/H+hzeO0ujoVboJhrtcWhaWQyodRH+tHuxeJdVWGIR6eBDjGGV7w253uftaTmkzwXL33wwdjmu1q3BV9XYReTxwJvAIbBbRc4DXqep9IvJs4NtYb90EC/H+3wxmiONIojC+4xoWRv3iMKzzO4yXgnGd6CAnzknFuB5zh+PKbaAWqnoZcJKIFIFIVcPUvgtE5AHAU7CS5x1Yr90tgx3muJLVapJGE4xKKm3sK41REd843nNpjGqSXT0OM7nU2QrjPLblQce5cFW13GT7duArvXQuIinV8GzLsuNLorDcYxuts1Eay/UCMSjP3m77aYdBjGMcJqnlHMNqJU4Yj2vfDN2OLQ9jGTpU9TPAZwBEdu8g9CUn0VYYbQxpGqOUStv1v1xjgPGeAFthuce9vP3n5NkOvY0tV+GOJZZPbdoey00ky6naTTAOZNaPE9FKxThN0Ms/lpw0O8G4j2/5MXACFZH3Y8NYVFVfMej2c3SO5ZNI0xi3F57lf8kZDcZx8huPMY0Hea5wqOZeuD3i2cDh2NRCQyTQcZuYGzEeE/XyS6QJBh2qMggsh42zH0zaxD8+4x0f0hyXcbRC/2O0C2rnBNoLvoWVQEeE5bc9tsd4jHH5nI2aYdxfghoxCZPfcmO8ztH4ECeM27nJxiSMcXwwcAJV1b8fdJvtMQkT8fiMcXyJNMG4jCtHe4znhJsTZ7cYwhhzCXTSMB6SXmuMH5HCOJEpjKe6N8e4E8F4kSaM+/mqYQjjVM1VuJOJSSBRGLdxjp9U2ojxefFYfRhvIhg/4oRxP2c1DHGcOYFOKiZlsh0PR6M0xlcqTTDp2YPGEZMy2deQk2a/mKSxji86IlAReQw2qfy+2GXKzlLVH7Qo/1bgiar6+IGMsmeMl5TXGuM31vGXSrOQ21PbY3Inz/EkTpisczqCseYqXAsReRfwjuRv/P0yEfkJ8Keqek9GtSOAxwxkhH1j/IipOcZTch5/qbQVVqPEOkmTeXuML2nC5J3rEY53tRNoLHm+E3vWvwBcBhwGvAx4AvArETlZVW8c8jj7xHgSU3OM73gbJ7PJI9RG9DqhjHJVmtWF8SbMBJMwxjQmbbyTgXYS6BuwMbEvVtVvJBtF5IPAl4HHA+fFJHrt8Ia5WjG+RJpgMtW8g0A+IQ0aOXGuJCiqK/9cOW32nwhcmSZPAFW9G3gi8Hlgb+BcETlqOEMcJKLUZ5Iw/mNWorpPjhztMFn3zPg/g0uxjPOdYlW4g/iMMdoR6Gbg6qwdqhqp6l8ApwN7AOeIyIMHPL4hYtIeBpikMU/GpJhjOTB598YkjTXBJI558tBOhXsfsKZVAVV9s4iEwGlYEj11UIMbPibJwSjB+IW+tELWRLn61L2rF5NFlGlM6rhhPMausApUuO0I9GbguHaNqOpfi0gE/A3wE+D6AYxtRBh/O2NzTObYc1JdmZhcskxjko9hzMa+ChbUbqfCvQDYU0ROateQqr4F+AiwATh+AGMbMcbs5usKk2ifqcfkqfVyJFgZ127Sn6FxG7susXH3+hlntCPQ72NjP/+yk8ZU9e+A91OLF50wrISHaLKPYVIfpJWOlXldJv95mfzxTzbaqXDPw8Z7diyLq+o7ROTXwMZ+Bra8mETbaCMmU73bCpOd0GHyMNnk2Aor4bgm4BhWuw1UVUPgnG4bVdXv9jyiscFkOes0x0o5jnq0mtxzcu0cK5ckG7FSjnNSjkOZnLH2jnYq3LYQkX8SkRsGMZjxxUq5EVaHumeSbSqDRn4uVtI9v1KOY+VgEKuxbAIOHEA7Y46VoNZNsPLUu91gpXoBrw5C7BQr7VxM4vGsfC/cFbqc2bCw0tSh+colCXLymXSsxOs3yceUx4HmaImVJJEmWN2SaY5JxEqdpFfqcY0WInIg8FhgT2AeuFhVLxxU+zmB9oWVSji5ZJpjXLHSiWWlHN9onIhE5ETgccDXVfX61PYicCZ25TCnoc7F2AVS+vbdGQSB3gfcMoB2JhgrlUgTrDTVdY7JwkohlVZYicc4kmM6DXg68OmG7f8JPDv+fQnwB6y/zrHACcBPReRYVb2vn8779sJV1b9R1YP6bWdlYCU+BI1YSV6NOcYbq+VeWw3HODQcD/xGVe9PNojII4DnALcDD1PVh6nqC1T1ZOAg4OvAfsBb++28bwLN0YiVkN2kE0QZnxw5esVqu59W+nEqEA7o0xJ7ADc1bHtSPIDXqeoldaNS3YZV694BPKOHA6tDbgMdKlaio1ErrHRVdo7BY6USSCushmMeWSKFClBs2LZn/H1eVgVVLcfZ8v64385zAh06VqP9MOvBWS3HnqM5VgNxNMNqPPaRHPN1wCNExFWtxs0kds3dgB1N6u0GLPTbea7CHSlW40OUYKWrrHJkI7/uq/vYh46zsGrct6e2JYugvDqrgogcAzwcuKzfznMJdOTI1Zx5mMxKRk4WNazec6HxcmYjwCeBVwLvFJEDgA+p6gUi8kXgb0RkPfA5rBfubsDJwDsBHzi9385zAl02rEbVbjM0e9BW+3kZZ6xecmiN/LzUMPxzoaqLInIq8GPgz4CXicitWNWuwZLrKxuqCfBPqvqdfvvPVbhjgfyhy0au/hsv5NejNfLzshxQ1T8ADwY+DGwF9sdKmh6WLNOfXwNPV9W+Q1ggl0DHCLlE2hqdTE75eesd+eTfG/Lzlo3RLmemqgvA20TkncBxwNHYNakdYCc21OVSVb1jkP3mBDqWyO2kvSH3/u0M+aTfP/Jz2BrLsx6oqgbAhfFn6MgJdKyRE2n/aPcQr8Rzm0/uw0N+bnPUkBPoRCBX7w4P+YSYox3ye6Q3jP68xWn8HopN2TcXb05UuJep6i8H2V9OoBOHXCrNkWM0yImzd4xOhSsiArwB+DtqWYjAOg0lg0nK3gl8CDhTVZU+kRPoxCKXSnPkGDxy0hwcRrKcmQDfAJ6FJczbgYuwK4TNx8VmscnjTwD2BT6BXSP0uf32nxPoikAulebI0R9y4pxQvBa7bNnvgNeqamb+2wQi8hjgU8CzROQ1qvqv/XSex4GuKORxejlydI78eRkeEhXuID4t8efYfLePbUeeAKr6M+wC3DuB1YcbRwAAB75JREFUV3R5UEuQS6ArFrmKN0eOpcjJcjQYmQ30COBsVd3SaQVVvUdEzgFO7bfznEBz5MiRI8eAseVHIWdsGlBjUyJycer/Z1T1M/HvCJvXtlv4DIDhZQCOSAOBiGwBbl7ucfSATcC9yz2IHGOP/D7J0Qkm+T45QFU3j7JDETkfOBY4WlVv7LDOIcAVwCWq+uh++h8bCXTUJ35QEJGLVfX45R5HjvFGfp/k6AT5fdI1Pg38J3CeiLwVOEtVy1kFRaQIPA+bM7cInNlv52NDoDly5MiRI0c3UNWviMgjsd64XwI+JyJXYbWZu7DG2FngAOBIoIANd/mUqn6t3/5zAs2RI0eOHBMLVX29iPwUeBtWnZt8snAp8EFV/eYg+s4JtH98pn2RHDny+yRHR8jvkx4QE+I3RWQfaqn8ZrHSZjqV322D7HdsnIhy5MiRI0eOSUKeSCFHjhw5cuToAauWQEXEF5GTReRjInKhiNwpIhURuV1EzhKRx/bR9r4icrqIXCsiJRFZFJHrRORfReTgJnVuEhFt9j/H8kBEXiwi54vIdhGZF5GLReT1ItLTs9Nte/l9Md4Y1jySzyGTgVWrwhWRU4Afx3/vAi7Bem09CDgq3v5eVX1nl+0+FPgpsB64LW4X4HhgH2yC4yeq6gUN9W7CxlFJ1v8co4eInAm8DlgEzgEC4GTsMknfAp6nqh0HY/fSXn5fjDeGMY/kc8hwISLvB/YCVFX7S+enqqvyAzweOAt4dMa+FwAh1gX6cV22e0Fc7zOAn9ruA/8W7/ttRr2b4gua+T//jPz+eE58re4EHpDavgdwdbzvzcNuL78vxvszjHkkn0OGfs1+Bxgg6retVSuBtoOIfA6bbPjz2uFbiohMAaX4716qelfD/r2xy+0ArFHVhdS+m8jfHscGceqw44CXqeqXGvY9BjgXK3Hso6pmWO3l98Vko9t5JJ9Dhg8R+QBWAkVV/7yftvIwlua4LP7et4s6EfaN06O2mGsaydvKLmoPSY4xg4jsiyW7CnatwTqo6s9E5HasOu0RWIlhZO3lmCh0O4/kc8iQoap/P6i2Vq0TUQd4QPx9Z6cVVDXA2rYA3i0i1STH8e/3xX//TXPRf5zx0Pj7KlVtNkld1FB2lO3lmBx0NY/kc8hkIZdAMyAiewJ/Fv/tNmPF64AfAq8E/ji1isAJwAbsauh/21hJVQ9s9T/HSHFQ/N1qcYNbGsoOpb38vphc9DGP5HNIjxCRR1BLpDAXb04nUvjlIPvLCbQBIuJhkxOvA85R1e92U19VbxSRk7B5Gf+YetXNxcB58VtmjvHFbPy9q0WZ+fh7rkWZYbWXY8zRzzySzyHdQUQEeAPwd8Ce6V3xdzq0507gQ8CZg5DgcxXuUvwrNrTgVuAl3VaOb/wrgUOBZ2CXJ9oMPBP79vhNEekqNCbHyLHkwRuz9nKMP3qeR/I5pHPE5PkN4ONYx6A7gO8ApwMfiD+nA9/GOl/tjZXgl/gi9IIVLYGKyEexN18a96rq3zQp/wmsx9xdwMmNHnAd9Lcee6HWACdp/fp03xG7SsDlwDtE5Kuqel037ecYGXbG37MtyiT7drYoM6z2cowx+plH8jmka7wWeDY2NOW1qnpeq8Kxx/ungGeJyGtU9V/76XylS6DPBV7W8HluVkER+RjwJmAL9qbv5cZ8CvZN8ULNWNxVVa8HfoV9cXlsD+3nGA1uir8PaFFmv4ayo2wvx5hiAPNIPod0hz8HdgCPbUeeYD3egcdhX1T7S6LACidQVT1QVaXhc2BjORH5CPBXwH3AE1T16h673D/+3t6izLb4e2OPfeQYPpLQgyNFZLpJmRMayo6yvRxjiAHNI/kc0h2OwNqYt3RaQVXvwXo6H9Fv5yuaQDuBiHwI69F2P/am/20fzd0Rfx+Xdj9P9eVj4wEB/tBHPzmGCFW9FbtuYAG7gn0dYjXQvlgVXVuvvkG3l2P8MMB5JJ9DukOEzdDULfy4bn8YdRqlcfoA78U6dtwPHNdFvQ8C12AXZk1v353aKuhnAMXUviLw6XjfVmDdch9//ml5jZ9LLfXeoQ3X+CoyUu81uy96bS//TManl3kkn0MGdu7Pj8/XwV3UOQRYAM7vt/8V7UTUCiLydODt8d/rgTdah64luEZVP9SwbS/g8Pi7ClW9R0Reh81X+XqsofoSrBfmcXH5MvByVW2losmxzFDVs0Tk01gnhStE5CfUkr+vxTp6nNFQLfO+6KO9HGOOPuaRfA4ZDD6NDRc6T0TeCpylquWsgiJSxGqAPox9GTmz385XLYFSbz84Pv5k4WfYuKGOoKpfFJErgL8EHg2cGu+6HftQ/LP2bmPNMUKo6utE5OfYiewxgIuVGj4PfFo7yIE7zPZyjAUGPo/kc0jnUNWviMgjsS+mXwI+F3sq30xNkp/FOvAdiTWjCPApVf1av/3nyeRz5MiRI8dEQ0SeA7wNOLZN0UuxavNuM8xl95sTaI4cOXLkWAkQkX2opfKbxUqb6VR+tw20v5xAc+TIkSNHju6x6sNYcuTIkSNHjl6QE2iOHDly5MjRA3ICzZEjR44cOXpATqA5cuTIkSNHD8gJNEeOHDly5OgBOYHmyJEjR44cPSAn0Bw5cuTIkaMH5ASaI0eOHDly9ID/D3wqqOlqySgwAAAAAElFTkSuQmCC\n" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "lens_galaxy_0 = al.Galaxy(\n", " redshift=0.5,\n", " bulge=al.lmp.Sersic(\n", " centre=(0.0, 0.0),\n", " ell_comps=(0.0, 0.05),\n", " intensity=0.5,\n", " effective_radius=0.3,\n", " sersic_index=3.5,\n", " mass_to_light_ratio=0.6,\n", " ),\n", " disk=al.lmp.Exponential(\n", " centre=(0.0, 0.0),\n", " ell_comps=(0.0, 0.1),\n", " intensity=1.0,\n", " effective_radius=2.0,\n", " mass_to_light_ratio=0.2,\n", " ),\n", " dark=al.mp.NFWSph(centre=(0.0, 0.0), kappa_s=0.08, scale_radius=30.0),\n", ")\n", "\n", "lens_galaxy_1 = al.Galaxy(\n", " redshift=1.0,\n", " bulge=al.lp.Exponential(\n", " centre=(0.00, 0.00),\n", " ell_comps=(0.05, 0.05),\n", " intensity=1.2,\n", " effective_radius=0.1,\n", " ),\n", " mass=al.mp.Isothermal(\n", " centre=(0.0, 0.0), ell_comps=(0.05, 0.05), einstein_radius=0.6\n", " ),\n", ")\n", "\n", "source_galaxy = al.Galaxy(\n", " redshift=2.0,\n", " bulge=al.lp.Sersic(\n", " centre=(0.0, 0.0),\n", " ell_comps=(0.0, 0.111111),\n", " intensity=0.7,\n", " effective_radius=0.1,\n", " sersic_index=1.5,\n", " ),\n", ")\n", "\n", "tracer = al.Tracer.from_galaxies(galaxies=[lens_galaxy_0, lens_galaxy_1, source_galaxy])\n", "\n", "tracer_plotter = aplt.TracerPlotter(tracer=tracer, grid=grid)\n", "tracer_plotter.figures_2d(image=True)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "Chapter 1 of the **HowToLens** Jupyter notebook tutorials gives new users a full run through of lensing calculations\n", "with **PyAutoLens** and introduces those not familiar with gravitational lensing to the core theory.\n", "\n", "A more detailed overview of these calculations can also be found in `notebooks/overview/overview_1_lensing.ipynb`." ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "Lens Modeling\n", "-------------\n", "\n", "Lens modeling is the process of taking data of a strong lens (e.g. imaging data from the Hubble Space Telescope or\n", "interferometer data from ALMA) and fitting it with a lens model, to determine the `LightProfile`'s and `MassProfile`'s\n", "that best represent the observed strong lens.\n", "\n", "Lens modeling uses the probabilistic programming language\n", "[PyAutoFit](https://github.com/rhayes777/PyAutoFit), an open-source project that allows complex model\n", "fitting techniques to be straightforwardly integrated into scientific modeling software. Check it out if you\n", "are interested in developing your own software to perform advanced model-fitting!\n", "\n", "We import **PyAutoFit** separately to **PyAutoLens**" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:38.822671Z", "iopub.status.busy": "2022-02-13T14:02:38.822302Z", "iopub.status.idle": "2022-02-13T14:02:38.824302Z", "shell.execute_reply": "2022-02-13T14:02:38.824611Z" } }, "outputs": [], "source": [ "import autofit as af" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "In this example, we consider Hubble Space Telescope imaging of the strong lens SLACS2303+1422. First, lets load this\n", "imaging dataset and plot it.\n", "\n", "Note that the luminous emission of the foreground lens galaxy has been pre-subtracted in this image, to better\n", "highlight the source." ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:38.828020Z", "iopub.status.busy": "2022-02-13T14:02:38.827646Z", "iopub.status.idle": "2022-02-13T14:02:39.112399Z", "shell.execute_reply": "2022-02-13T14:02:39.112702Z" } }, "outputs": [ { "data": { "text/plain": "
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\n" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "dataset_path = path.join(\"dataset\", \"slacs\", \"slacs2303+1422\")\n", "\n", "dataset = al.Imaging.from_fits(\n", " data_path=path.join(dataset_path, \"data.fits\"),\n", " psf_path=path.join(dataset_path, \"psf.fits\"),\n", " noise_map_path=path.join(dataset_path, \"noise_map.fits\"),\n", " pixel_scales=0.05,\n", ")\n", "\n", "dataset_plotter = aplt.ImagingPlotter(dataset=dataset)\n", "dataset_plotter.figures_2d(data=True)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "We next mask the dataset, to remove the exterior regions of the image that do not contain emission from the lensed\n", "source galaxy.\n", "\n", "Note how when we plot the `Imaging` below, the figure now zooms into the masked region." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:39.115883Z", "iopub.status.busy": "2022-02-13T14:02:39.115516Z", "iopub.status.idle": "2022-02-13T14:02:39.410154Z", "shell.execute_reply": "2022-02-13T14:02:39.409728Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2023-06-14 13:50:18,197 - autoarray.dataset.imaging.imaging - INFO - IMAGING - Data masked, contains a total of 11281 image-pixels\n" ] }, { "data": { "text/plain": "
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\n" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "mask = al.Mask2D.circular(\n", " shape_native=dataset.shape_native,\n", " pixel_scales=dataset.pixel_scales,\n", " radius=3.0\n", ")\n", "\n", "dataset = dataset.apply_mask(mask=mask)\n", "\n", "dataset_plotter = aplt.ImagingPlotter(dataset=dataset)\n", "dataset_plotter.figures_2d(data=True)\n" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "We now compose the lens model that we fit to the data using `Model` objects. These behave analogously to the `Galaxy`,\n", "`LightProfile` and `MassProfile` objects above, however their parameters are not specified and are instead determined\n", "by a fitting procedure.\n", "\n", "We will fit our strong lens data with two galaxies:\n", "\n", "- A lens galaxy with a `Sersic` `LightProfile` representing its light and an `Isothermal` `MassProfile` representing its mass.\n", "- A source galaxy with an `Exponential` `LightProfile` representing a disk.\n", "\n", "The redshifts of the lens (z=0.155) and source(z=0.517) are fixed." ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:39.413596Z", "iopub.status.busy": "2022-02-13T14:02:39.413168Z", "iopub.status.idle": "2022-02-13T14:02:39.592816Z", "shell.execute_reply": "2022-02-13T14:02:39.593127Z" } }, "outputs": [], "source": [ "lens = af.Model(\n", " al.Galaxy,\n", " redshift=0.155,\n", " bulge=al.lp.Sersic,\n", " mass=al.mp.Isothermal\n", ")\n", "\n", "source = af.Model(al.Galaxy, redshift=0.517, disk=al.lp.Exponential)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "We combine the lens and source model galaxies above into a `Collection`, which is the model we will fit.\n", "\n", "Note how we could easily extend this object to compose highly complex models containing many galaxies." ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:39.595947Z", "iopub.status.busy": "2022-02-13T14:02:39.595571Z", "iopub.status.idle": "2022-02-13T14:02:39.597711Z", "shell.execute_reply": "2022-02-13T14:02:39.597326Z" } }, "outputs": [], "source": [ "model = af.Collection(galaxies=af.Collection(lens=lens, source=source))" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "By printing the `Model`'s we see that each parameter has a prior associated with it, which is used by the\n", "model-fitting procedure to fit the model." ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:39.600838Z", "iopub.status.busy": "2022-02-13T14:02:39.600458Z", "iopub.status.idle": "2022-02-13T14:02:39.602402Z", "shell.execute_reply": "2022-02-13T14:02:39.602686Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Galaxy (centre_0, GaussianPrior [12], mean = 0.0, sigma = 0.3), (centre_1, GaussianPrior [13], mean = 0.0, sigma = 0.3), (ell_comps_0, GaussianPrior [14], mean = 0.0, sigma = 0.3), (ell_comps_1, GaussianPrior [15], mean = 0.0, sigma = 0.3), (intensity, LogUniformPrior [16], lower_limit = 1e-06, upper_limit = 1000000.0), (effective_radius, UniformPrior [17], lower_limit = 0.0, upper_limit = 30.0), (sersic_index, UniformPrior [18], lower_limit = 0.8, upper_limit = 5.0), (centre_0, GaussianPrior [19], mean = 0.0, sigma = 0.1), (centre_1, GaussianPrior [20], mean = 0.0, sigma = 0.1), (ell_comps_0, GaussianPrior [21], mean = 0.0, sigma = 0.3), (ell_comps_1, GaussianPrior [22], mean = 0.0, sigma = 0.3), (einstein_radius, UniformPrior [23], lower_limit = 0.0, upper_limit = 8.0)\n", "\n", "Galaxy (centre_0, GaussianPrior [24], mean = 0.0, sigma = 0.3), (centre_1, GaussianPrior [25], mean = 0.0, sigma = 0.3), (ell_comps_0, GaussianPrior [26], mean = 0.0, sigma = 0.3), (ell_comps_1, GaussianPrior [27], mean = 0.0, sigma = 0.3), (intensity, LogUniformPrior [28], lower_limit = 1e-06, upper_limit = 1000000.0), (effective_radius, UniformPrior [29], lower_limit = 0.0, upper_limit = 30.0)\n" ] } ], "source": [ "print(lens)\n", "print()\n", "print(source)" ] }, { "cell_type": "markdown", "source": [ "The `info` attribute shows the model information in a more readable format:" ], "metadata": { "collapsed": false } }, { "cell_type": "code", "execution_count": 26, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total Free Parameters = 18\n", "\n", "model Collection (N=18)\n", " galaxies Collection (N=18)\n", " lens Galaxy (N=12)\n", " bulge Sersic (N=7)\n", " mass Isothermal (N=5)\n", " source Galaxy (N=6)\n", " disk Exponential (N=6)\n", "\n", "galaxies\n", " lens\n", " redshift 0.155\n", " bulge\n", " centre\n", " centre_0 GaussianPrior [12], mean = 0.0, sigma = 0.3\n", " centre_1 GaussianPrior [13], mean = 0.0, sigma = 0.3\n", " ell_comps\n", " ell_comps_0 GaussianPrior [14], mean = 0.0, sigma = 0.3\n", " ell_comps_1 GaussianPrior [15], mean = 0.0, sigma = 0.3\n", " intensity LogUniformPrior [16], lower_limit = 1e-06, upper_limit = 1000000.0\n", " effective_radius UniformPrior [17], lower_limit = 0.0, upper_limit = 30.0\n", " sersic_index UniformPrior [18], lower_limit = 0.8, upper_limit = 5.0\n", " mass\n", " centre\n", " centre_0 GaussianPrior [19], mean = 0.0, sigma = 0.1\n", " centre_1 GaussianPrior [20], mean = 0.0, sigma = 0.1\n", " ell_comps\n", " ell_comps_0 GaussianPrior [21], mean = 0.0, sigma = 0.3\n", " ell_comps_1 GaussianPrior [22], mean = 0.0, sigma = 0.3\n", " einstein_radius UniformPrior [23], lower_limit = 0.0, upper_limit = 8.0\n", " source\n", " redshift 0.517\n", " disk\n", " centre\n", " centre_0 GaussianPrior [24], mean = 0.0, sigma = 0.3\n", " centre_1 GaussianPrior [25], mean = 0.0, sigma = 0.3\n", " ell_comps\n", " ell_comps_0 GaussianPrior [26], mean = 0.0, sigma = 0.3\n", " ell_comps_1 GaussianPrior [27], mean = 0.0, sigma = 0.3\n", " intensity LogUniformPrior [28], lower_limit = 1e-06, upper_limit = 1000000.0\n", " effective_radius UniformPrior [29], lower_limit = 0.0, upper_limit = 30.0\n" ] } ], "source": [ "print(model.info)" ], "metadata": { "collapsed": false } }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "We now choose the 'non-linear search', which is the fitting method used to determine the set of `LightProfile`\n", "and `MassProfile` parameters that best-fit our data.\n", "\n", "In this example we use [nautilus](https://nautilus-sampler.readthedocs.io/en/stable/), a nested sampling algorithm that in our\n", "experience has proven very effective at lens modeling." ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:39.605106Z", "iopub.status.busy": "2022-02-13T14:02:39.604730Z", "iopub.status.idle": "2022-02-13T14:02:39.607020Z", "shell.execute_reply": "2022-02-13T14:02:39.607303Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2023-06-14 13:53:29,570 - autofit.non_linear.abstract_search - INFO - Creating search\n" ] } ], "source": [ "search = af.Nautilus(name=\"overview_example\")" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "To perform the model-fit, we create an `AnalysisImaging` object which contains the `log likelihood function` that the\n", "non-linear search calls to fit the lens model to the data." ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:39.609596Z", "iopub.status.busy": "2022-02-13T14:02:39.609224Z", "iopub.status.idle": "2022-02-13T14:02:39.611557Z", "shell.execute_reply": "2022-02-13T14:02:39.611124Z" } }, "outputs": [], "source": [ "analysis = al.AnalysisImaging(dataset=dataset)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "To perform the model-fit we pass the model and analysis to the search's fit method. This will output results (e.g.,\n", "Nautilus samples, model parameters, visualization) to hard-disk.\n", "\n", "However, the lens modeling of this system takes over 30 minutes. Therefore, to save time in this introduction, we have\n", "commented out the `fit` function below so you can skip through to the next section of the notebook. Feel free to\n", "uncomment the code and run the lens modeling yourself!\n", "\n", "Once a model-fit is running, **PyAutoLens** outputs the results of the search to hard-disk on-the-fly. This includes\n", "lens model parameter estimates with errors non-linear samples and the visualization of the best-fit lens model inferred\n", "by the search so far." ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:39.613824Z", "iopub.status.busy": "2022-02-13T14:02:39.613415Z", "iopub.status.idle": "2022-02-13T14:02:39.614879Z", "shell.execute_reply": "2022-02-13T14:02:39.615234Z" } }, "outputs": [], "source": [ "# result = search.fit(model=model, analysis=analysis)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "The animation below shows a slide-show of the lens modeling procedure for this strong lens. The lens light has been subtracted beforehand, so that the animation clearly showed the fitting of the lensed source galaxy (e.g. the arcs).\n", "\n", "Many lens models are fitted to the data over and over, gradually improving the quality of the fit to the data and looking more and more\n", "like the observed image.\n", "\n", "![Lens Modeling Animation](https://github.com/Jammy2211/auto_files/blob/main/lensmodel.gif?raw=true \"model\")\n", "\n", "**Credit: Amy Etherington**" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "The fit returns a `Result` object, which contains the best-fit `Tracer` and `FitImaging` as well as the full\n", "posterior information of the non-linear search, including all parameter samples, log likelihood values and tools to\n", "compute the errors on the lens model.\n", "\n", "Chapter 2 of the **HowToLens** Jupyter notebook tutorials gives new users a full run through of lens modeling,\n", "including a primer on Bayesian statistics, how a non-linear search works and effective strategies for fitting data of a\n", "strong lens.\n", "\n", "More examples can be found in the `notebooks/overview/modeling.py` and `notebooks/imaging/modeling` packages.\n", "\n", "Simulating Lenses\n", "-----------------\n", "\n", "**PyAutoLens** provides tool for simulating strong lens data-sets, which can be used to test lens modeling pipelines\n", "and train neural networks to recognise and analyse images of strong lenses.\n", "\n", "Simulating strong lens images uses a `SimulatorImaging` object, which models the process that an instrument like the\n", "Hubble Space Telescope goes through observe a strong lens. This includes accounting for the exposure time to\n", "determine the signal-to-noise of the data, accounting for diffraction of the observed light by the telescope optics\n", "and accounting for the background sky in the exposure which acts as a source of noise." ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:39.618625Z", "iopub.status.busy": "2022-02-13T14:02:39.618155Z", "iopub.status.idle": "2022-02-13T14:02:39.619984Z", "shell.execute_reply": "2022-02-13T14:02:39.619661Z" } }, "outputs": [], "source": [ "psf = al.Kernel2D.from_gaussian(shape_native=(11, 11), sigma=0.1, pixel_scales=0.05)\n", "\n", "simulator = al.SimulatorImaging(\n", " exposure_time=300.0, background_sky_level=1.0, psf=psf, add_poisson_noise=True\n", ")" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "Once we have a simulator, we can use it to create an imaging dataset which consists of an image, noise-map and\n", "Point Spread Function (PSF) by passing it a tracer and grid.\n", "\n", "This uses the tracer above to create the image of the strong lens and then add the effects that occur during data\n", "acquisition." ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:39.622586Z", "iopub.status.busy": "2022-02-13T14:02:39.622203Z", "iopub.status.idle": "2022-02-13T14:02:40.105772Z", "shell.execute_reply": "2022-02-13T14:02:40.106077Z" } }, "outputs": [], "source": [ "dataset = simulator.via_tracer_from(tracer=tracer, grid=grid)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "By plotting a subplot of the `Imaging` dataset, we can see this object includes the observed image of the strong lens\n", "(which has had noise and other instrumental effects added to it) as well as a noise-map and PSF:" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2022-02-13T14:02:40.109719Z", "iopub.status.busy": "2022-02-13T14:02:40.109353Z", "iopub.status.idle": "2022-02-13T14:02:41.227685Z", "shell.execute_reply": "2022-02-13T14:02:41.227992Z" } }, "outputs": [ { "data": { "text/plain": "
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\n" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "dataset_plotter = aplt.ImagingPlotter(dataset=dataset)\n", "dataset_plotter.subplot_dataset()" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "The folder `notebooks/imaging/simulators` includes many example notebooks for simulating strong lenses with a range\n", "of different physical properties as well as creating imaging datasets representative of a variety of telescopes\n", "(e.g. Hubble, Euclid).\n", "\n", "Below, we show what a strong lens observation looks like for the lowest resolution instrument in these examples (the\n", "Vera Rubin Observatory) and highest resolution instrument (Keck Adaptive Optics).\n", "\n", "![vro](https://raw.githubusercontent.com/Jammy2211/PyAutoLens/main/docs/overview/images/overview_4_simulate/data_vro.png)\n", "\n", "![ao](https://raw.githubusercontent.com/Jammy2211/PyAutoLens/main/docs/overview/images/overview_4_simulate/data_ao.png)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "Pixelizations\n", "-------------\n", "\n", "Pixelizations reconstruct the source galaxy's light on a pixel-grid. Unlike `LightProfile`'s, they are able to\n", "reconstruct the light of non-symmetric, irregular and clumpy sources.\n", "\n", "The image below shows a pixelized source reconstruction of the strong lens SLACS1430+4105, where the source is\n", "reconstructed on a Voronoi mesh adapted to the source morphology, revealing it to be a grand-design face on spiral\n", "galaxy:\n", "\n", "![Pixelized Source](https://github.com/Jammy2211/PyAutoLens/blob/main/files/imageaxis.png?raw=true)\n", "\n", "A complete overview of pixelized source reconstructions can be found\n", "at `notebooks/overview/overview_5_pixelizations.ipynb`.\n", "\n", "Chapter 4 of the **HowToLens** lectures describes pixelizations in detail and teaches users how they can be used to perform lens modeling." ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "Interferometry\n", "--------------\n", "\n", "**PyAutoLens** supports modeling of interferometer data from submillimeter and radio observatories like ALMA and LOFAR.\n", "\n", "Visibilities data is fitted directly in the uv-plane, circumventing issues that arise when fitting a dirty image\n", "such as correlated noise. This uses the non-uniform fast fourier transform algorithm\n", "[PyNUFFT](https://github.com/jyhmiinlin/pynufft) to efficiently map the lens model images to the uv-plane.\n", "\n", "Given the irregular and clumpy nature of submm / radio sources, pixelized source reconstructions are vital for\n", "modeling interferometer datasets. This would be a slow process, however **PyAutoLens*** uses the linear algebra\n", "library [PyLops](https://pylops.readthedocs.io/en/latest/) to ensure visibilities fitting is efficient, even for\n", "datasets consisting of **tens of millions** of visibilities.\n", "\n", "An overview of interferometer analysis is given in `notebooks/overview/overview_6_interferometer.ipynb` and\n", "the `autolens_workspace/*/interferometer` package has example scripts for simulating datasets and lens modeling." ] }, { "cell_type": "markdown", "source": [ "Multi-Wavelength\n", "----------------\n", "\n", "**PyAutoLens** supports multi-wavelength modeling of imaging datasets observed at different colors and combining these\n", "with interferometer data.\n", "\n", "The appearance of the lens and source in a strong lens changes as a function of wavelength, therefore multi-wavelength\n", "lens modeling makes it easier to deblend their emission and offers more information to constrain the lens mass model.\n", "\n", "An overview of multi-wavelength analysis is given in `notebooks/overview/overview_7_mutli_wavelength.ipynb` and\n", "the `autolens_workspace/*/multi` package has example scripts for simulating datasets and lens modeling.\n", "\n", "![g-band](https://raw.githubusercontent.com/Jammy2211/PyAutoLens/main/docs/overview/images/overview_7_multi_wavelength/g_data.png)\n", "\n", "![r-band](https://raw.githubusercontent.com/Jammy2211/PyAutoLens/main/docs/overview/images/overview_7_multi_wavelength/r_data.png)\n", "\n", "![dirty_image](https://raw.githubusercontent.com/Jammy2211/PyAutoLens/main/docs/overview/images/overview_7_multi_wavelength/dirty_image.png)" ], "metadata": { "collapsed": false } }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "Point Sources\n", "-------------\n", "\n", "There are many lenses where the background source is not extended but is instead a point-source, for example strongly\n", "lensed quasars and supernovae.\n", "\n", "For these objects, we do not want to model the source using a light profile, which implicitly assumes an extended\n", "surface brightness distribution. Instead, we assume that our source is a point source with a centre (y,x).\n", "\n", "An overview of point-source analysis is given in `notebooks/overview/overview_8_point_sources.ipynb` and\n", "the `autolens_workspace/*/point_source` package has example scripts for simulating datasets and lens modeling." ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "Groups\n", "------\n", "\n", "The strong lenses we've discussed so far have just a single lens galaxy responsible for the lensing. Group-scale\n", "strong lenses are systems where there two or more lens galaxies deflecting one or more background sources:\n", "\n", "![Group](https://raw.githubusercontent.com/Jammy2211/PyAutoLens/main/docs/overview/images/overview_9_groups/1_array.png)\n", "\n", "**PyAutoLens** has built in tools for modeling group-scale lenses, with no limit on the number of\n", "lens and source galaxies!\n", "\n", "Overviews of group and analysis are given in `notebooks/overview/overview_9_groups.ipynb`\n", "The `autolens_workspace/*/group` package has example scripts for simulating datasets and lens modeling." ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "Congratulations, you've completed the **PyAutoLens** overview!\n", "\n", "So, What Next?\n", "--------------\n", "\n", "We recommend that new users first read through the overview examples of interest (`autolens_workspace/notebooks/overview`)\n", "and then find a `start_here.ipynb` notebook for the feature they are interested in (for example, if you are looking to model\n", "CCD imaging data, go to `autolens_workspace/notebooks/imaging/modeling/start_here.ipynb`).\n", "\n", "For users less experience with gravitational lensing, model fitting, Bayesian inference and scientific analysis\n", "you may wish to read through the **HowToLens** lectures. These teach you the basic principles of gravitational lensing\n", "and model fitting, with the target audience undergraduate students, masters students and above.\n", "\n", "You can install **PyAutoLens** on your system and clone the `autolens_workspace` tutorials\n", "following the instructions on our readthedocs:\n", "\n", " https://pyautolens.readthedocs.io/en/latest/installation/overview.html\n", "\n", "Alternatively, you can begin using **PyAutoLens** in a web browser at the following Binder\n", "link `https://mybinder.org/v2/gh/Jammy2211/autolens_workspace/HEAD` .\n", "\n", "A full overview of the `autolens_workspace` folder structure is as follows:\n", "\n", "- `notebooks/overview`: A more detailed overview of **PyAutoLens**'s features .\n", "- `notebooks/howtolens`: A series of lectures aimed at undergraduates and above that teach gravitational lensing and\n", " model fitting.\n", "- `notebooks/imaging/modeling`: Example scripts for fitting a lens model to CCD imaging data (e.g. HST).\n", "- `notebooks/imaging/data_preparation` A Preprocessing guide for preparing your CCD dataset for **PyAutoLens**.\n", "- `notebooks/imaging/simulators`: Simulating CCD imaging data.\n", "- `notebooks/imaging/results`: Tutorials explaining how to use the `Result` object returned after lens modeling.\n", "- `notebooks/interferometer`: Interferometer modeling and simulations.\n", "- `notebooks/point_source`: Point-source modeling and simulations.\n", "- `notebooks/group`: Group-scale lens modeling and simulations.\n", "- `notebooks/plot`: Plotting examples and API reference .\n", "\n", "Examples describing advanced **PyAutoLens** features are also located on the `autolens_workspace` (many are\n", "in packages named ``advanced``). We advise that new users omit these packages until familiar with the software:\n", "\n", "- `notebooks/multi`: Multi-wavelength modeling and simulations.\n", "- `notebooks/*/advanced/database`: Database tools for loading and analysing the results of large-scale lens model fits.\n", "- `notebooks/*/advanced/chaining`: Advanced modeling scripts which chain together multiple non-linear searches, including the SLaM (Source, Light and Mass) lens modeling pipelines.\n", "- `notebooks/*/advanced/log_likelihood_function`: A step-by-step guide to the log likelihood functions used by **PyAutoLens**.\n", "- `notebooks/*/advanced/graphcial`: Fitting graphical models to multiple imaging strong lens datasets simultaneously.\n", "- `notebooks/*/advanced/subhalo`: Dark matter subhalo modeling and simulations." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 0 }