diff --git a/docs/notebooks/exclusion_zones.ipynb b/docs/notebooks/exclusion_zones.ipynb index 920c006f68020ec9f45ea9221cfba49f107c0939..c15475610afbcc3e0abb32c56c931789d95f7948 100644 --- a/docs/notebooks/exclusion_zones.ipynb +++ b/docs/notebooks/exclusion_zones.ipynb @@ -1,374 +1,437 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Optimization with exclusion zones" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "[Try this yourself](https://colab.research.google.com/github/DTUWindEnergy/TopFarm2/blob/master/docs/notebooks/bathymetry.ipynb) (requires google account)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# Install TopFarm if needed\n", - "import importlib\n", - "if not importlib.util.find_spec(\"topfarm\"):\n", - " !pip install git+https://gitlab.windenergy.dtu.dk/TOPFARM/TopFarm2.git" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Install packages if running in Colab" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "id": "3yhWisczHKap" - }, - "outputs": [], - "source": [ - "try:\n", - " RunningInCOLAB = 'google.colab' in str(get_ipython())\n", - "except NameError:\n", - " RunningInCOLAB = False" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "id": "mGJDyPJrHQzm" - }, - "outputs": [], - "source": [ - "%%capture\n", - "if RunningInCOLAB:\n", - " !pip install git+https://gitlab.windenergy.dtu.dk/TOPFARM/PyWake.git\n", - " !pip install git+https://gitlab.windenergy.dtu.dk/TOPFARM/TopFarm2.git\n", - " !pip install scipy==1.6.3 # constraint is not continuous which trips vers. 1.4.1 which presently is the default version\n", - " import os\n", - " os.kill(os.getpid(), 9)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Import section" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "id": "0tTJQPtBHbXU" - }, - "outputs": [], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import time\n", - "\n", - "from topfarm.cost_models.cost_model_wrappers import CostModelComponent\n", - "from topfarm.easy_drivers import EasyScipyOptimizeDriver\n", - "from topfarm import TopFarmProblem\n", - "from topfarm.plotting import NoPlot, XYPlotComp\n", - "from topfarm.constraint_components.boundary import XYBoundaryConstraint\n", - "from topfarm.constraint_components.spacing import SpacingConstraint\n", - "from topfarm.examples.data.parque_ficticio_offshore import ParqueFicticioOffshore\n", - "\n", - "from py_wake.deficit_models.gaussian import IEA37SimpleBastankhahGaussian\n", - "from py_wake.examples.data.iea37._iea37 import IEA37_WindTurbines" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Set up site and optimization problem\n", - "The bathymetry example with maximum water depth constraint can be solved using the polygon tracing the maximum water depth as an exclusion zone by utilizing the boundary_type='multi_polygon' keyword." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "id": "2vx4s8huHfXq" - }, - "outputs": [], - "source": [ - "site = ParqueFicticioOffshore()\n", - "site.bounds = 'ignore'\n", - "x_init, y_init = site.initial_position[:,0], site.initial_position[:,1]\n", - "boundary = site.boundary\n", - "# # # Wind turbines and wind farm model definition\n", - "windTurbines = IEA37_WindTurbines() \n", - "wfm = IEA37SimpleBastankhahGaussian(site, windTurbines)\n", - "\n", - "wsp = np.asarray([10, 15])\n", - "wdir = np.arange(0,360,45)\n", - "maximum_water_depth = -52\n", - "n_wt = x_init.size\n", - "maxiter = 10\n", - "\n", - "values = site.ds.water_depth.values\n", - "x = site.ds.x.values\n", - "y = site.ds.y.values\n", - "levels = np.arange(int(values.min()), int(values.max()))\n", - "max_wd_index = int(np.argwhere(levels==maximum_water_depth))\n", - "cs = plt.contour(x, y , values.T, levels)\n", - "lines = []\n", - "for line in cs.collections[max_wd_index].get_paths():\n", - " lines.append(line.vertices)\n", - "plt.close()\n", - "xs = np.hstack((lines[0][:,0],lines[1][:,0]))\n", - "ys = np.hstack((lines[0][:,1],lines[1][:,1]))\n", - "\n", - "\n", - "def aep_func(x, y, **kwargs):\n", - " simres = wfm(x, y, wd=wdir, ws=wsp)\n", - " aep = simres.aep().values.sum()\n", - " water_depth = np.diag(wfm.site.ds.interp(x=x, y=y)['water_depth'])\n", - " return [aep, water_depth]\n", - " \n", - "tol = 1e-8\n", - "ec = 1e-2\n", - "min_spacing = 260\n", - "\n", - "cost_comp = CostModelComponent(input_keys=[('x', x_init),('y', y_init)],\n", - " n_wt=n_wt,\n", - " cost_function=aep_func,\n", - " objective=True,\n", - " maximize=True,\n", - " output_keys=[('AEP', 0), ('water_depth', np.zeros(n_wt))]\n", - " )\n", - "problem = TopFarmProblem(design_vars={'x': x_init, 'y': y_init},\n", - " constraints=[XYBoundaryConstraint([(boundary, 1), (np.asarray((xs,ys)).T, 0)], boundary_type='multi_polygon'),\n", - " SpacingConstraint(min_spacing)],\n", - " cost_comp=cost_comp,\n", - " driver=EasyScipyOptimizeDriver(optimizer='SLSQP', maxiter=maxiter, tol=tol),\n", - " plot_comp=XYPlotComp(),\n", - " expected_cost=ec)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Optimize" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 696 - }, - "id": "K2ch8htcRrf_", - "outputId": "4392438c-6533-4336-fbe2-acc698ed84f6" - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 432x288 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Iteration limit reached (Exit mode 9)\n", - " Current function value: [-21349.45028495]\n", - " Iterations: 10\n", - " Function evaluations: 10\n", - " Gradient evaluations: 10\n", - "Optimization FAILED.\n", - "Iteration limit reached\n", - "-----------------------------------\n", - "Optimization took: 24s\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 432x288 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "tic = time.time()\n", - "\n", - "cost, state, recorder = problem.optimize()\n", - "toc = time.time()\n", - "print('Optimization took: {:.0f}s'.format(toc-tic))\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Check the max water depth" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 279 - }, - "id": "kcPpUlrD2uZv", - "outputId": "b911777b-260f-4cec-e279-1dd2ec84b580" - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'Max depth [m]')" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 432x288 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(recorder['water_depth'].min((1)))\n", - "plt.plot([0,recorder['water_depth'].shape[0]],[maximum_water_depth, maximum_water_depth])\n", - "plt.xlabel('Iteration')\n", - "plt.ylabel('Max depth [m]')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Check the initial- and optimized layout wrt. the water depth boundary " - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 312 - }, - "id": "RNHPmnZN4MpG", - "outputId": "dbd9f647-0aab-4d12-c4e4-b02996779c64" - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'Max Water Depth Boundary: -52 m')" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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sF68Oko/T+3mFTP1zL1P8e/DpyIEAHE14xKoTZ1jRN4RX+gQD8ElUFDvi4/lp+HDGdO/OkaRHvBF5irFu3fhx8AhK6usYf2QnrYKMiHGzsNbRY3fyPd67eZalnkGsDhgAwNu3TnA44wH7Bs2mp6mciG4VZzLn6g4Wu/XmrR4DFf09mHWXz+4f4/dec+ht5tLxUhgU9TmDLHrwrue4tuf/nyQHkUhkAPwBeAECsEAQhJsd6sOAo0BGW9FhQRA+a6sbBqwFJMAfgiB801Z+FXiiwDUDogVBGCeSL+XWAiOAemCeIAixz+tfQECAcCP6JpeK7xKRG0VuQxGm6oaMtR7AYPMQtNqkgGZZK5eL4zmce43H1dloSdQZahnIOOs+2GmbKc5X09LAr0lniMi9g5WmIas9x9HLxFXpNwVB4FzBQ75NOEV5Ux0zHIN5uVs42h30ewBbU27x9f1ITg5eiqueGU/jx/jLrE+8QcLkVWh0sDu0ymQMPLIZPTUNjo2co1jhljfWM+zgNvTUNDg+YTaabcf8HhPNtzev8lpgMG/06gPAwYQE3j13jiAbGzaPG4e2mhrNUilvnzjLyUdJLO4VwFthocgEga/PXWZH9D1GeLrx7dihgIgPIs5xIv4x04K8eX/UACpqG1jyx2HSi8v5fsYIBnu7kltWxZLfDlJZ28ivS8fi72xDYXkNy9YepKSqjrXLxxLgZktheQ0Lv9yDTCaw5f1pWJnoIwgCn286y+lriaxZNZ7ePo5K92bpe7spr6xj77qFSLqwPWz66wp7Iu5w4fDKv5UA8gsqWfLSVhwcTFi7ZmaX53seBEEgI72EmDvp3I1O5/79bFqa5aoYkQgsrQxxcjLD0dkMJ2czHJ3MsLQy6PJ3BEGgtLSGR0lysoiJzSI5pRCxWESAvwNDBnvRJ8QVDQ1VauuaOHfpIcfOxJOeVYqmpiqD+nVnzDBfXBxMuR2fydFz8dyITVfYSYwNtLGxNMTW0qDtW/6xsTBAXV2V5pZWcgor26WM/HIy8srILlBWLwEY62tjbqyDubEe5sa6yh8jXYz0tRGLRUhlMsqr6imurKW4vIbknBIux6aSklsKgKuNCWH+LvT3d8HN1hRBgOS8Em4mZnIzMYt7afm0SmVoqKkQ4GZLbw97QjwcsDMzUDzbVqmMR7nF3E3NISY1j9i0POqamgGwNzMkwNmaABdberrYYG7w92RxNj6ZN3eeJOLN2bhadLYvgtw+Nu7XHcgEgWOvzkFdVYUWqZSJf+ymor6BUy/NRVdDnezKSsb8uYvuZqbsnDEJiVjM/gcPWB0ZyaKePVndvz8xBXnMiDiAv6UV28ZMoEUqY8rxPWRVV7Bv9HS8TMy5U5TLjHN76G1pz5/h8vOcyXnM8quHedmzN2/6hAHQKG1hdOQmBARODF6KhkQ+D7TIpIy5+AuGalrsCl2i9F5UNtcz5MIXvN5tBDMcQtvG7n+eHLYDVwVB+EMkEqkBWh1TTbSRwypBEEY9dZwESAYGI49KvgNMFwQh8al2h4CjgiD8JRKJRgCvIieHXsBaQRB68Rw4e7sJvTdNorKlBidtG8bbDCTUxA8VsdwYVNpUxbG8m5zIv0VFcw22WqaMtwlliEWAQn30BBcLE/j+0XHKm2qZ7tCHJS6D0FRRXhXm1lfw1YMTXCtOobu+JR97j8XDwKpTvwRBYNT5jWipqHFgQNeqjycPPmLIPHxMlM+xLyWed26cYevASQywcVaUX83NZPapA8zy8OWL0MGK33r3wjn2P0rgx8HDGe8ut20cffSIVWfO4GdpyZbx49FVV0cqk/Fp5EX2xN1nqo8Xnw4diFgk4s+bMXx3/ipB9jb8NnU0Omrq/Bx5jT+u3mWYlxvfTBpGY0sLy7cc4X52IR9PGsTEIC+KKmtZuv4QBeXV/LxoDCHd7CmpquWltYfIK61izbIx9PZwIC2vlMVf78NQV4st703DQFeTxqYWFn26h+LyWrZ9PhMr03bp7tKtZN7/4RhfvDmaASHune7d3og7rN96iVN7XkNHW71T/RO0tkp5beUusnPK+WPDfCws9J/ZtiOqKuuJuZshJ4Q76ZSVylf79g4mBAQ54d/TkdZWKRnpxaSnyT95ueU8eaU0NFRxcDSVE0YbcTg6mXayWwBkZ5dxLuohkecTKC6pQUtLjX6hbgwe6IWvjx0iETxMyuf42ftcuPqYpuZWurlYMGaYD+F9u1FX30RCSgE5+RXkFlSQU1BBbmEF5ZX1Sr9jZqyLjaUBtpZGSuRhZa6PWCymoKSKwtIaisprKCqrpqisRunT0LZyfwIViRgzI912AjHSxdxEF3tLQ3zcrCksr+FyXBqX41K5l5KHIICViZ5CovBxtUIiFlPX2Mzd5ByFCiqnpBIAdxtTZg3qyZAAN1QlykbqVqmMpLxi7qbmcjc1l7j0fGoa5MZ2OxMDerapoYJcbTE3UHYkALj4MI1Xtx1j34oZeNqYdzkG1l+4xa8XbrJp7nhCXR0A+P1qND9dvM5vU8cwyN2ZFqmU6bv2k15WwYkFs7DS1yM2P5+ZBw4QZGPDlvHjKa6rZeyBXeioqhExeQbaamosPHOY63lZbBk2kTBbR/Jqqxl7cju6auocGTkHfTUNShpqGXZqM9Za+hwcMldh4P7p4UU2PL7G1tCZ9DFvV2Efy7nHB/cO80vgDMIsuildy/2KLBbd3siP/nMINZPX/afIQSQS6QP3ACfhGY2fQw4hwCeCIAxt+381gCAIX3doowdkAfaCIFSLRKKNwCVBEPa01ScBYYIgFDyrj+YeNsLSfauZYDMQHwN3RCIRgiDwsDqTwznXuFJyH5kg0Mu4GxNs+tLTyBWxSHlFV9JYzfePjnGpKBE3XUve95pAd31rpTYtMik70m/we9IlxCIRr3QbyDSHIAUJPY348jwmX/yTz/1HMtWxa9VITm0l/Y+t54vAYcxwVW7TLJUyIGITppraRIyYrbQK+PLWRTbfv8vmIeMZ7OCiaD/v2CFiCvLZMW4SQVZy8fNUcjJvnDqFp5kZWydMQF9DA0EQ+OnqDTbciGZ4N1e+HzUMdRUVjj94zOqjZ3E0MWTzjPFY6Ony57W7/HDmKqGu9vw8fTQAK/86wbWkTN4c2Zf5YQGU1dSzbP0hMooq+GH+SMJ6OFNRU8/yXw6TXljOd4tG0t/HmXvJebyy5iCutqasf2symuqq5BRWMO/DXdhaGLLxw6mot+ngpVIZM1b8iZ6OBpu+ntlJOjgdlcDXa0+zd9NirCwMnjU8+GPrFXbtuclH749hQP/uz2zX2iolMSGPu3fSuHsng5SkAgQBdHU18A9wJCDIiZ4BTpiZP1s/3djYQlZmCelpxWS0EUZ6ejHVVQ2KNiamujg6meLkZI6TsxkububY2ZsgEomQyQTuP8jh3PkELl9Nor6+GTNTXQaFezJ4kCcO9ibU1DZy7lIiR0/fIzOnDC1NNYaEedAvxBUrCwPMTHRRafP2qatvkhNFQWXbdwXZbd/Vte22BLFYhLmJLjYWhliZG2BhqoelmR6WpvqYm+phbKCNSCT3SitqI4/C0mqKy2soLKuhuEz+XVJRi1QqA8BAV5MBga4MCnbHt5s1VbWNXL2XxqXYVKITs2lulWKgo0k/Xyf6+7sQ5GGHhpp8BZxbUsm1h5kcuBxPRmE55oY6TAvzY0LfHuhqdr0QkMpkJOeVcDc1Ty5dpOVR09CEiljMH69Ows9J+X2+npTJ0j8i2PnyVHwdOi/ussoqGbvuLwZ2d2bNVLkBOL20nLEbdzLAzYlfJsunu5+u3GD9jdusHTuCEd3dKaqtZdyuXWioqBAxYwbqKipMObyXzMpKIibPwNnQiHevnGVf0gO+6TeUad28aWhtYfLpXWTVVBAxcg4u+sYIgsCCS/u5VZzF8WELcNGXSzdJVUWMj/qDUbZefBfYwVYpyBh3cR0aElX293up0/tyIjeGzxIOcbDvSuy05ef6z5KDL/LspomADxADrBAEoa5DmzDgEHLpIB85UTwUiUSTgGGCICxqazcb6CUIwisdjp0DjBEEYVLb/yeAbwRBuNb2fxTwjiAId5/q1xJgCYCdvV3PrMwsAJqlLVwojuNw7nVSanLRVtFguGUQ46z7YK2lLDoKgkB8ZRYROdFEFSYgAha7DGKGQ59OE35Hg3O4RXfe9RqBhebzV6AfxJzgeE4C10e+oTAgPQ1BEPA9+COj7T34Imh4p/qdSXF8cOscOwZPoa9Vu9qlSdrK+CO7KKyr4cykeZhpycXoysYGJhzcQ2VjA4cnzcDBQK5LjUxN5dUTJ3AzMWH7xIkYaso9hLbcjuGbi1cIdbTnt/Gj0VJT5WZGNq/sP46OuhqbZ4zHzcyEQ3cT+PjoeXxsLVg/exxaqqqs3nuGM/HJLAoPZMWwPlTXN7F8YwSPcor4cvZwhvu7U13XyCu/RvA4u5ivFg5nkL8bl+NSefvX44T0cOCHV8agoiLhSkwqb/90jPHh3ryzYJDiOiPO3uOHzedZ//k0fLrbKN2b69GprP4igo1rZtHd1ZKuEBuXxap39zJ8qDdvrex8f/PzKrgTnUbMnQzuxWZSX9+MWCKiu4c1gUFOBAQ64epu2aV6qKG+GYmKWGFQfhYEQaC8rJb0NgkjI72EjLQisjJLaW2VT6Q2tkYMGOjJgIEe2NnLx2ljYws3bqZwLuohd+5mIJMJuLqYM2SQJ+EDPDA00OLBozyOnYnn0vUkmtu8pCRiEaYmulia62Nppi//fvKxMMDYUBuRSER1TQM5BZXkFsoljZx8+XdhSTVVNQ1K16CqIsHcRBcLM305cZjqYWmmj7mJnERMDHWQSMRIZTLKKut4lF7E+VtJXI1Lo7GpFRMDbcKD3Bgc4o6XiyX1jS3cTMjkUlwq1+LTqWtoRlNdlRAvB8L8Xejj7YietgYymcCNxEx2nI/hTlIO2hpqjOvjxfQBflgZP9+ILJXJSM4v5aX1h/F1suLnRWOU6qPTcljw+0H+XDaJIGfbTs9syfYI4nMKOLFiLmZ6OsgEgTnbD5BUXMqp5XMx1dEmOjuXWbsPML6HB9+OHEpTayszDxwgqbSUg9Om4WZiwmvnTnIyJYk/Ro0n3MGJdbE3WXP3Gq/6hfBmYCiCILDi6nGOZzzij/CJDLSVL/Z2psTw0Z2zfNJzCHPc5fN3i0zK5It/UthQzanBL2Gk3i6Fnsl7wNuxB/ih51SGWHl2uh/rk8+yI+MqVwd/qpjf/rPkEADcAvoIgnBbJBKtBaoFQfiwQxs9QCYIQm2bWmitIAiu/5AcTiO3RRxq+/8fkUNHBAQECKeuRXI07yYn829R1VKHvbY5E2xCGWzeE82n7ADVLQ2czovjcG40GbXFaEvUGWbly0zHUGy0jDu17WhwXu01knDLZ68+n6CutZnQkz8x1Lo73wSMeW7b6ed30iRt5fDQeZ3qmqSt9D+8ETsdA/YPn6lUl1pZxqhDfxFoYc32EZMVXk2ZlRWMP7AbI01NDk2ajoGGnAguZWTw0rFjOBoa8tekSZhoyQfWgfgEPjhzHh8rCzZPHoe+hgaPi0pYvDuChuZWfps6ml4OtpxNSOatA6dxNjVi09wJGGlr8kXEBQ7cesCUYG/eHz+AhuYWXtt0lNj0PD6eNpjxwV7UNjTx2m9HSMgsZN0r4+nVzY7Dl+7z9V/nGdnHg48XDEUkErF+31X+On6HD5cMZWQ/+eBubGphwrJNeHez5pt3xild/4NHebz8zm6+/3gSvXoq2ysAqqrqWbh0K1paamz8bS6abYba3JxyDh24TcydDPLzKgCwsNAnIMiJgCAnfP0d0NHp7HIKUFfbxM0rSVyKTCDmVjqCIGBqro+1nRHWtu0fK1sjLKwMnxvr0NoqJSe7jIcPcrl0IZH4e1kIAji7mjMg3IMBAz0xb1OBlVfUceFiIufOPyQltQixWERggCNDBnrSp7crzS1SktOKKCiqoqC4ioKiKgrb/i4rr1P6XTU1FSzM9JRJw1wfS3MDrMz10dXRoL6hmcLSagpLqiksrqKwpJqCJ3+XVndSV0kkYrkdok3isLcyon+wGyaGOly/l07krSRuxmfQ3CLFwliXgcHuDA52x93BjFapjJjHOVyKTeVyXBqlVXVIJGJ6utswsrcHg4PcUVWR8Ci7iJ3nYzkXkwTAIH83Zg/yx8Pe4pn3GODXk9f5IzKaEx8uwMa4fUF3LzOfWb/tY+Oi8fRxd1A65vSDJN7cd4r3RoYxK8QPgL0x9/n4ZBRfjh7MJD8vqhobGf3nTtQkEo7Mm4m2mirvRUayPyGB30aNYpibG7/dvc0Pt67xTu++LPMP4lByAm9eOs0EVw/WhI1AJBKx4cEtvo29zFv+/Xi5RwgA6dVljDq9hSAzO7aGTVVIAesSL7Pu0RXWBU9iqHX7PCQTZEy6vB6ZIHA47OVOmhGAd+N2kVpTxMF+KxVl/1lysABuCYLg0PZ/X+BdQRBGPueYTCAAeabTZ6qV2pLeJQHWgiA0tpX9h9VKVp6OQvdfJ4Eg0NvEk/E2ofgZuiiJVYIg8KAym8M50UQVPqBJ1oqnvg3jbIMYYuHdya7wTw3Oz8KhzHusjjnO7v5zCTCxe27bz2Mi2ZMax4PJqzq5dAJsexTDJ9Hn2Tt0OsEWyufalXiP969F8kFwGIu8AxXlt/NymX30AN2MTflr7EQFQVzPymLJ0aPY6OmxY9IkzHTkEsfZpBTeOHYaJyND/pw6HjMdHfKrqlm0Sx4L8eOE4Qzp7sqN1Cxe3XUMUz0dtsybgJWBHj+fvs6Wi3cY7uvOV1OH0iqT8caW49x8nMW7EwcwvZ8vNfWNLFyzn4LyGjavnEw3WzM2H73JpqM3mTcyiJcnhtIqlbHi20MkpOTzxyczcLWXezX9se862w7eZNfPC7C3NlJcY3ZuObOWb+GDlSMZEuZBRwiCwPsfHeJubCbrf5mNi7Ncp1xX18SyhX9QUV6Hr789AYFOBAQ5Y21j+EyjdmNjC7evJnMp8iHRN1JoaZZiZqFPv0EeaGiokpddTl5OOXk5ZdTVNimOE0tEmFsYtBOGnRHWNvK/za0MFKqfJygtreHKxUdciHrI48R8ADw8rRkwyJP+Yd0xMpY/q8ysUiLPPyQy6iElpW32ib7uBAc6YW6uj5mpLgYG2opYgqamFvnkXlTV5aemVtlVVUdbXUEYVhYG7X+bG2Bupoe6mor8nKU1FJa0EUdxdfvfJdWUtnljuTuZM7CPOwN7u6OjrcGVmDTO30ridkIWUqkMG3MDBge7MzjEHScbE2QygYcZBVyKTeNiTAo5xZWYGmgzbbA/4/v3QFdLg4LyavZevMfhaw+oa2ymp6sNswf3JNTTsctgu6LKWoZ/+gcz+/vz5rh2L7XE3CKmrN3NunljGODZbtOraWxi1NrtmOlqs3fZdCRiMUXVtYzYsB0vS3O2zZ4IwIqjJ4lMTmPf7Kl4W1qw8949Pr5wgeW9evFmnz6cS09l6amjjHXrzk+Dh3O3KI8ZJ/YRaGHDtuGTUJNIuJibxoKog4x06Ma6fmMQiUS0yKRMOvcXObWVnB6xCHMtub3kYUUBky/+yXAbD9YEjVe6xgsFj3j97h6+8pvIKBsfusKMa79goWnAjz3nKMr+KwzSV4FFgiAkiUSiTwBtQRDe6lBvARQJgiCIRKIg4CBgj9xDKRkYCOQhN0jPEAThYdtxy4AQQRDmdjjXSOAV2g3SvwiCEPS8/ll7OgkfHl3LOOs+WGgaKdXVtDRwKj+OIzl3SKstQluizlArHybYBuGm11nPCP/c4Pw8TLu0jYqmes4M6az7exqH0x+w6tZxzo1cotArdkRjawuhhzbiZmDC7qHTlOqe5d4KcCEznZdOH8PJwIid4yZhrCmXFG7n5LDoyBFMtbXZOXkyVrrywXc9M4vlh45jrK3FtmkTsDMwoKqhkaV7jhCfV8jnowYxyc+Le9n5LPvrCBqqKvwxfyIuZsb8efEOP566Rt9uDvw4exQSsYi3t53i4oM0VowOZcGgQIora5n3/V5aWqVsXTUVaxN9vtkRxeFL91k1YwBTB/lRVlXHvA92oq6qwtbPZ6KrrUFFVR0Tlm1ieJgXby8drLi+yup6xsz6jdcWhzNpdE/le3okhnXrz/PySwOZND5Aca++/vwoly4k8uO62Xj1UFYldERzcysxt9K4dO4hN68m0djQgpGxDv0GeRA22JPuPWw6PVdBEKiqrCcvp5z8nCeEUd72fxn1dc2KthKJGHMrOXHYOZjQu787nj52ismtIL+SixcecikqkfS0YsRiET5+9oQP9CS0vzu6uprIZAL34rOJjErg8tVkGhraz6+qKsHUVBczUz3MTPUwN9PF1FQPczM9zMz0MDPVRUtLvtCprWuioKhSiTDyO/zd3NyqdJ2mxjpK0kZHEjEx0kEsFlFUWs3Fm8mcv/6YR6mFAHi5WTGoTzcG9HZDVUXCxbspnL+VTGxiDjJBwMnGmEHB7gwKdsfOwhBBELj1MIudZ+4SnZiNlroqY/p6MX2IP1Ym+tQ2NHHkegK7L8RRWFGDg4URswb6M7JXd0WU/hO8ve0kNx5nce7TRWi1ZQlILSxl3JodrJk1kqE+boq2X564yO7b99i3bDpe1nKp5NX9x7mcmsHxZXOwNzLg4P2HrD51jlX9+7A0JIjo3FxmHzxIPwcHNo4dS3JZKZMO7cHZ0Jh9E6ZQ2lDP2Iid6KurEzFuFvrqGqRVlTHu5F/Y6RpycPhMhefhT/evsC7hGr+GjmeEnVw6aJa2MvHCFiqa6zkxeBkGau2Bo4IgMP3qRmpaGjk64NUubaAyQUb/yE+YaBfM691GKMr/K8jBF7krqxry1NbzgaltHftdJBK9ArwEtAINwEpBEG60HTsC+Bk5UfwpCMKXHc57CbkK6UyHMhHwKzAMuSvr/OeplECuVrp7V7lJdUsD29Mvsz/rJk2yFrrrWTPeNoghlt5odbH6T6zM51pxMjFlWcSUZ6EiEv+twflpNLS2cLskkxO5DzmW/YC3vAay2L33M9tLZTLulOSwKyWWk9mPlAZDRwiCwJvXTnI4/SFnxiygm6FytHtWdQUD9m3Bx9SCiHGzlOquZmey+ORRfMwt2DdhqqI8Jj+fBYcPY62nx6k57SuJe/kFLNofgaGmJueWzEMkkkeCvrL/GNfTs9k2eyIhjnYkF5ayaNshpDKBc28uQFtdjYO3H/DpofMM8nLhpzmjaZFK+XDnWU7HJvHZjCGM7eVJekEZC9fsx0hXiwMfzkFA4N3fjnP5Xhqb3pmKr5s18cl5LP/yAMN6d+fDpUMB+G7jOU5fesiRTcvQb4uolkplhE9Yw+zJISya1R5JXVlZz5SZ6/H3s+frzycpJvE70WmsXrWXeQv7MWtu32c+l8qKOl6atYmykhr09DXpG+5B2BBPvHzt/sMusB2fYWV5nZwocss7SBvlZGeW0NIsxdhUl6A+rvTq44pfoKMidiIrs4QL5+VEkZdXgYqKGG9fe3oFuxDc2wVrGyMaG1vIzSunqLia4uJqiktqKC6upqi4mpKSakrLajulBNHRUcfCXB9zM30sLPQwN9PH0kIfL08bDAzkCwmZTKC8oo6CokoFYeQXVioIpLSsho5TiJqqBA93K8L6uDF+hB8ikYi8okqiricRdeMxqZkliETw5qJBjB/qC0BZZR0XopM5fyuZ+OQ8ABZPDGHh+BDFeZOyi9l9Noaz0UkIMoEfV4ylj7fcS6dFKuV8TAo7zsfwOKcYSyM9jn42Xyn1yu2kbJasP8TXs4czIkDuqfMwt4ipa3fz7YzhjPSTlyXkFTLt971MC/Lmg9HhAFxMTmfZ3qOsDO/D0tAgCqprGLZ5Oz0szdk+bSINra2E//kn+urqHJ4xAx01NQbt2kptczNHp8zEQkeXWSf3E19SyJFxs3A2kC9gx574i6TKEs6PW4SNjlzdlVNbSfjxDfQ2d2B7+HRF//9KjeaL+LN84T+KKY5+Ss8xvjyb2df/IMDYgdVeI3HV6+x5VdJYzchL3+Br6MBSl0H4GzkiEomeSw7/KLeSIAj3kKuJOuL3DvW/Ip/Quzr2FHDqGXVhXZQJwD+LauoCjdIW9mfdZHv6JWpbmxhm5cN0+z50e8rz6Amy68r4+VEk5wsSESHCVc+MyfYBzHXu87cG59qWJuLKcokuzeJOaRYPyvNpEWToqWow1dGfGc6d77kgCMSX5XM8K5FT2Y8oaqhFS0WVMfaeBJp2XsmWNdaz+sYZzuWkEGJhh42OshHuRn42qy6eQgSMdu5MLA4G8hWYnZ7ytXiamqKuooKZtnJQn6+VJaGO9tzNzVeUaamp8vWYofT7eTOZZRWEONrhZmHCR2MG8tru46QWl+Fja8mkXj3ILKlgx9VYquob0dfS4MvZw0gvKmff1XjG9vLEydKYNyf156PtZ3mQUYCPsxWfLxnBsDc2cuLGQ3zdrPFxs2ZMfy9OX0/krfnhaKipMnqgN0cj73PtbhojB8jTmkgkYhzsTHiUoqxxlEpltLRICQpwUlrdl5fJVR0DB/fo6nEqEHM7nbKSGt7+ZBxhQzw7qX/+TyASiTA01sHQWAcvX2XVYEN9MzevJHHt0mMuRyZw+kgsqqoSvP3t6RXqRq9QV+YvCmPewv4kJxVw+eIjbt1IZcOvkWz4NRIbWyN6hbjQw9sWC0sDfLxs0XkqTYdUKqO0rLaNOOQEUlhUTVFxFXn5FcTEZdLY2NLWV/DobkVwLxd6B7vg6GCCibEOPTyUHQIAmltaKSquVpBGTn4Fsfez+XljFM3NUqaND8Ta3IA5E3oxZ0IvsvLK+G5jJJv2XGNI3+5oa6ljbKDN5CF+TB7iR1FZDR/8eoLIm0lK5OBuZ8ani4czKdyHBV/upaKDwVxVImF4UDeGBboz/atdNDS1KHIfPcGpmMdIxCJcLOU2RUEQ+OX0dbTUVenpKJ8bWqRSPow4j7GOFisGy2OFapua+eRUFK6mxswPkUuna6/epEUm45sRQ5CIxRxMSKCsvp6NY8agq65OSX0d6ZUVfBgahkVb3qSKxgZ6mlspiAEg2NKO+LICDqY+4HVf+eLGVEMbX2NrrhVmsOVxNAvcAxGJRPQ0tsVATZOfHl6km7453kbtmgxHHVNGWHsTWfCQiZd/w8fQlkn2AQyx9FSoyw3VtJnhEMrx3Lu8dOcP7LRMGGfbrobuCv+KxHsArTIpJ/Pj2JxynuKmavqYurPcbQiuul17sVQ217Mp+TJ7M6NRFUtY7j6AaQ69MFB7dg6X6uZGYsqyiS7JJro0i8TKAqSCgIpIjJehJfNcgwkytSfE1EEpTYYgCDyuLOFEViInshLJqatETSwhzMqZ0fYeDLB2QUulc4Ttxdw03rp+murmRj4IGMACj0CF0blJ2sqaO9fYfP8ODvqGHBo7E1+zztf67Y0rSMQi3gzuo1S+r21Av9xLOYREEATu5uQRaKesNhGQLw872kScTOUDPau0Ah9b+W8P7uHKtssxXEvKZKRfNyRiMaMDPfjhyGUyispxNDeiv48zqioSImOT8XG2QkNdlVBfJy7FpvLu7EGoSMQMCHIl4sJ9oh9k0a+nC92czTE30eXy7RQFOQD4e9tx4ux9WlqkCuOvkZE2Wlpq5OSWK13bE4N0R/VLV7gfm4W2jjoDhnr9H0sK/xFoaqkRPqwH4cN60NIiJeFeNtHXU7h9LYX1a86wfs0ZbB1M6NXHhaA+rixYHMaSlwaSn1/B7Zup3L6ZyrEjMRzaH604p7aOOhYW+phbGLR/W+pjbqFPrwCnTuQhCALVNY3k5pZzNyaDm7fT2LL1Clu2XsHcTI/gXs70DnbB18dOyTtLTVUFW2sjbDvYggRB4ONvj/H79ss4OZgQ5NfuLGBvbcyrc8NY+M5O9p+MZf7kEKV+mBvrEuRlz59HbtHQ2IKmhnJixsY2FZeFUee4hbT8MpJzS3h9Ql+lsRudksOR2w+ZNzAAN2u51H0y7jHXk7NYPTYMi7YYiO3XY0kqLOGXGaPR1ZBrF366cJ2i6lrWLhiFmkRCSkkpEQmJzA3ww8ZAH6lMxva4OPytrPCzkk/YaeXycedi1O7cYqWjR1Z1pVJ/3/HvT1lDHT/HX0dPTYMFHgFoqKiyI3w6b948zpex58mrreR9/0F4GlqyN2wei67tYdaV7fwYNIFBVvLYHz01Tb7xn8Q7TcM5kRvPwey7fHgvgm8TTjHSxodJdgG461vwercRLHMdzIXCBCJyo9mYcr7TPeyIfwU51LQ0MvP6L2TUleClb8tnPlPwN3Lqsm2ztJU9mbfZlHKZupYmxtv5s9w9HFONzoOtoqmeO6XZ3C2Vk8GjykIEQFUswdvQiiXufQgyscfX2AbtLib3jOpyOSFkJ5JSVYpEJKKPhSOv9QhlsI2bItPi02hobeGruxfZkRSHu4EJOwZPobtRe3R1UnkJKy6c5HF5CTO7+/B+cBhaqp1//25BHidTk3k9KESxggFoam1l0507BFpbE2ijvBrMrqyiqLaOQFtlSetJuoWO2SttDPURi0RklVUqynrYWmCso8XFh2kKUX14T3d+PHqFE3ce8eqoPuhqqhPS3Z6ouBRWTuyPWCwivKcrZ289JjYplyAPO/y72aCnrc6lO6n06yl3LujXy5Wj5+Kpb2hGq22i9+9hx6HjsSQmF+DjKb8WkUiErY0ROTnK+zdptB3T+Dfk8CAu6x+pkNKTCyktqkJVVQVVNQmqairyj2r732pqEkW95B9IIKqqEvwCHfELdGTp60PIyymXE8X1FI7uv8PBXbfQ0lYnINiZoD6uhA3wYPzEQBoamsnNLqOwsIqiwioKCyspKqiiIL+SuJjMToT4LPKwsDRg9sw+zJ0dSllZLbei07h5K42z5xI4ejwODXVVevo7EBLsTHCQM8bGnSORRSIR764YTnZeOZ9+f4JNa2ZhbdmenqKbswV9A13Ye/wuk0b4oaut/B64O5gjCJCSXYK3m7Kt70m+KIsu3FgPXXuAqoqE0SHtbpyNza18vvc8Nsb6LBsmT2lRUdfAt8cu421nwbTecuNtVlklv124yWAPFwZ5yF1JY3Py2XXnHrOCfPG1kS9+1ly+jpaaKstC5GbQC+npZFdV8VbfdjVlaoV83LkYthOmta4eN/KzEARBQVxikYhveg+npqWZz+5EoaemziSXHmioqLIudDxfx0Wx5XE0+fXV/NR7LE66JuwfMJ+lN/ax/OZ+PA0sGG3bg5G2nphr6mKors1s597McgohtjyLQ1kxRGTHsi8zGi8DaybaBTDc2osR1n6MsPajtKkGUz7rdB+f4F9BDkWNlcgQ+NZ3BmHmnl0agJ94H/38KJK8+gpCzVx5o/sQJf1caWMtd0qziS6Rq4mSq0sAUBer4Gdswyvd+xFoYo+vsbUiXP1p5NdVcyr7EceyHpJQLjfEBZra8lngUIbbdsNYo+uEYSUNdVzMTeNCbhpX8zOpa21mkUcgq/z7odEmhcgEga0JMXwbfQU9NXW2DJ3AQHvnLs/X0NLC51cvYqGtw2I/ZfExIjGRwtpavhnSOdfTnRy5zjfQVpk0nuTN6UgOaioSrA31yCyrUJSJxSLCPJw4ez+ZllYpqioSTPS06eVux5nYJF4Z2RuRSMSgnq5ceZDOg8wCfJys6O3lgIaaChdiUgjysENFRUKovzNXY9IU5wnr5cqBk7HcjEtnYG858fh62SIWi4i9n6UgBwA7W2Pi72crXYNWmw6/vv7Z5FBRVktuVhnDxvg9sw1AYV4FK6ZvUGRg/ScQi0VPkYf8W1NLHSd3C1w9rHHztMbRzRy1tlTm1rZGjJ/Wi/HTelFf10RsdAbR11OIvpHClahERCJw87CiVx9XevjZ4+ZmQe9QNyViEwSBmppGigoq/xF5WFkbMm5CAEOGezNyuA8jh/vQ3NxK3L0sbt5O4+atVK7fTAHA3c2CkF7OBPdywc3VXPHuaWmq8dX741ny5g7e+/IIG76bqbj/AAun9mbeqr/Ye/wui6cpZ951d5AvhJKzijuTQ3k1AGaGyqTU0NTCyVuJDPJ3xVCn3Vi741IM2aWVbFw+Ac22ALvvjl2mpqGJTycPRiIWIwgCnxw5j5qKCu+Pkucyam5t5YPjkVjq6/L6ALnUHZObR1RqOm/0642Rlvw3tsbGYqWryxCX9hxGqRXlaKuqKlJxA1jr6FHX0kJ1cxP66u1kqCIWs7bfaBZGHeSdG6fRVVNnqJ0bYpGI9/0HYa2tz+cxkcyM2sXm/pMx0dBhZ7857M2I4Xh2At88iOTbB5EEmzoyxs6LIdbd0FXVoKexAz2NHXineTgncu9zMOsOn94/yvcPTzPSxpuJdgF/62TzryAHO20T9vRZ8UzDcVx5FmsSz3K/Ihc3PXM2Bs8hxLT9Yd4qzuT7hCgeVMj17JoSVfyNbRlp60mgiT3ehladsqk+QXVzI9HF2dwozORGURbJVXJC6WFkyXt+Axlp3x1Lrc6rHEEQSKwo5kJOGlG5qcSXFiAAFlo6jHXyYIKzJwFm7ZNdQW0Nqy6f4npeNoPsnPmm/1BMNLsmmrSKMl4+fYLk8lJ+GToKLVXlnE0b79zB29ycUHv7TsdGZ+diqKmJi7Gy15dCcnhKl+tgYkhmaaVS2QBPJw5FJ3AnPZfebvLfGOrnxid7InmcW0x3W3P6e8tVS1GxKfg4yVVLfbwduRiTwlszByARiwkLcOXU1URiH+XQq4cDPdytMTLQ4uKNZAU56Opo4OZkTuz9bOZPb1ed2doYERn1kIaGZoU66Z+olR7EyQmlh9/z3Y93/BaFSCziq03zUFWR0NIipaW5lZbmtu+WDn83S2luaW2v7/h3cys11Q3cvvyYc0fkKcQkKmIcXMxx85SThaunNQ4u5mhpqxM6oBuhA7ohkwmkJRdy+1oyt6+nsGPzZYVhWCIRY2ahj4WVgeJjbin/9vS0IbSfeyc37yfkkZFewsnjcaxfF8nWPy4zZLg34ycGYGNrTK8gZ3oFObPilcFkZJZy41Yqt26nsn3ndbbtuI6JsQ69gpwJCXbG39ceKwsDPn17DKs+PsCXP5/k83fHKcaPq4MZA4Ld2H8ylikjeyqcDADMjHQw0NUkKbOo030vKqvBWF9bkZzvCc7eTaK2sZlJfb0VZaXVdWyJvMOAHs4Eu8vH4fWkLI7HPmLpwF6KfEqHYx9yOyOHT8YOxExPTjqbrt8hrbScTdPHoaOuhiAI/HDpGqbaWswLkGcySCwu5nZuLu/266fYYwXkkoOzoZHSPbZusxXm1lQpkQOAhkSFTQMmMPPcXl69fIytgybRx9IBgHnugVhp6bHixlEmnfuLLWFTcNIzZr5rMPNdg0mrLuVETgLHchJYHXOcj+NOEW7pxmhbL/pbuKCvpsVMp2BmOPYiviKHg1l3OZZzjwNZd/HQ//8BOaiJVbokho7GZjMNXT7zGcdoW19FzvPs2gq+fRBJZH4S1lr6vOkVTi8TezwNLVF9BtHUtzYTU5LLjaIsbhZmklBRiEwQ0JCoEGBqyzhHL4bZuuOga9Tp2MbWFm4UZnM+J5WLuWkU1MtFZB8TS1b69iXc1hkPQ7POYe9pj3n/WiTNUilf9x3CtG7ez3SPPZL0iPcvRaIhUWHbmIn0s3NQPtfjx2RXVfFe//5dnuNOTi4Bttad6qQyeSSv5KngGntjA+5m5imJy71c7NBQVeFSYrqCHMJ7uPDFvijOxiXT3dYcXU11grvbcT4uhTcm9kMkEhEe4EbU3RTup+bj52ZDrx72aKqrculOKr16OCCRiAnr5cbJiwk0NDYrUnn79bDlwPEYGpta0Ghbcdvayu9/bl4Fri5y6fCJ90/DcySHB3FZaGiq4tqta1sVQHpSARdOxjN5fij+wS7PbPcfgSAIlBRWkfwwj+SHeaQ8zOPquQROH5J74amqqeDkZoGrpzVunla4edrg5GKGazdLZi3qT0V5HRmpRRTmV1KYX9H2XcnNq8lUPhUEp66ugvlTpGFhZYiFlQG9Q90YMtybpMf5HDl0l1PH4zh6+C5BvZwZNymQgEAnxGIRTo6mODmaMmt6CJWV9dy+k87NW6lcvPyIk6fjMTTQYt1Ps+jpY89L88P4dctFtu+7oUTgC6aEcOl2MnuO3WXZzHa1jEgkwt3BjKTMkk73qbC8pkt7w8Gr93G2NMbXuX3C++3UDVqkUt4YIz93fXMLnx8+j6OpIUsGytVCJTV1fH/6Cj3trZnUU+6okFpSxu9Xoxnl1Y3+rnJ7yYXUdO7m5vPp0HC02iSQrbGxaKmqMtXLq2NXSCsvJ8RGeXHxhBzya2uU3M2fQFtVjW2DJjP1zG4WXzjMriHT8DOVX8sQW3d2D5zJ4sv7mRz5F5v6TVZkZnXWM2GFZxivefQnvjyPYzkJnMp9yJm8R+irajDUujtj7XrQ08QOXyP5522v4ZzKvc/V4uRO/eiIfwU5PI2ujM1znPoojL61LU1seHyNbam3URWJecMzjPmuwV2qipqkrcSX5XOjMJObRVncK8ujRSZDVSzG19iaVzz70NvCAR9jK9S7kC4K62qIyk3jQm4q1wuyaJS2oq2iRl8rB96wCWWAjTOmz5AAqpub+OT6eQ6nJOJjasnP4SNx1O86tXBjawufXrnI3sQHBFpZ88uQkUp2BpCv/jdER+NuYsJA587qqILqGnKrqpkT0Fml8kRyeNoLxMHYkIbmFkpr6zDVla+6NNVUCXG148LDNFaPDUMkEqGvrUEvdzvO3UtmxehQRCIRg/3duPogg4TMQno4WtKnhyPqqhKi7qbg52aDupoKvX0duXQ3lVXzwpGIxYT3dufw2XvciG1XLfl727Mn4g4PEvMI9HMA5JIDQE5OWTs5/APJ4X5cFh7ets/1UNq6NhJtXQ0mL/jPpf3uCJFIhJmlAWaWBoQOkuvMBUGgILeclIf5csJIzOPCiXuc2HcbAHUNVZy7W+LmIZcuHN0s6OZpjdZTSQgbGpopaiOLooJKBXEU5lfyMD5HKXAPwKenA+On9WLVu6NY8lI4J47FcfxIDO+9tRdbO2PGTQhg8LAeijgJAwMthg72YuhgL1papMTFZ/Hl18f54JPD/LZ2FpPH9CQ1o5ite27g4mhG32B5hmMnO1MG9u7GwdOxTB3VE8MOCQnd7M3YczqG5pZWJSmhqLwGZ2vlLAaJWYUkZhXx9tQBigVKUl4JEbcSmNnfH3sz+Tvz29mb5JZXs+2lyYo4iK9PXqKhpZXPxg1CLBYhEwQ+OB6Jtroa7w/tL79/LS18GXUZRyNDJnvLiaCkro4TSUlM7dEDPY12SaCmuYnCulolewPIDdIAebXVzxwDBuqa7Bg8lUmndzHv/AH2D5uBe5vbup+JNYeGzGP+pX3MjNrFmpDRjLDrrrhekUiEr7ENvsY2rPYezI3iDI5nP+B4TgL7M+Ow1NRjlK0XY+y8cNc3Z5pjL6Y59mI9c57Zn38VOfydsVkmCBzOiufHhAuUNtUxzs6bN73CMddsn0SlMhkJFYXcLMriRmEmd0tyaJS2IhaJ8DS0YL57EL3NHQgws+nSw0gmCNwvLeBCbhpRuWk8LJeLxjY6+kxz9SHcxpleFrZdEklHRBfk8sbFkxTW1bDCvzev+Ac/U5pJryjn5TMneFxWwvKeQbzRq4+SmPsE51JSSC0vZ+3IkV1ui/jE3hBk29nttyuDNMjVSgCZpZUKcgAY4OnMxcR0kvJL6GYt1yEP8XXj4z3nSMwpwtPOgv7eTqhIxJyPTaGHoyXammoEezlwMSaFldPC5PaLQFeibifzIDkf3242eHeTq5Yu3EhSkEMPD2skEjGx97MV5GBjbYhIhJLH0t/ZHKqrGshILabfQI8u6wHio9O5cy2ZRSuHoavXeZvY/0qIRCKsbI2xsjWm/zD5qlYmk5GXVaaQLpIT8zh96C5Hdiky6KNvqI2FtSEWNoZY2hhhYWOIhbUhDk6mBIY4dzKM11Q3KMgiI7WIs8fv8clb+7C0NmTM5EAmTApk2szeXLn4iMMHo1n381m2bL7E8JE+jB0fgJV1+4JFVVVCUIATH30wlrdX7+eb70/xyYfjeHP5EDJzyvjip5P8/v0sHO3kKp0FU0K4cDOJXUejeWVOmOI8T9JqpOeW0c1RTu6CIFBYVk3vHsqpUg5dfYCGqgojg7op2v0QcRk9TQ2WDpV74z3MLWLH1Vgm9fIiwEm+6r74OI0zCcm8Nqg3jm2ed3vu3icut4Bvxw3FSFtOVuuu3SKnsood0ycpMsPuio+nRSplrp/yQiqt4omnkjI5mGhqoSaRkFdb9dxnbqalw64hU5l4ehezI/dzcPhM7Nq2C7bXNeTg4DksuXKAV68f4bt7lxho48pgG1cCTe0U77yqWEJ/Cxf6W7hQ39pMVH4Sx3IS+DPlJpuTb+CuZ8ZoOy9G2Xo9pyf/InI4m5/wXGPzndJsvoo/y8PKQvyMbNjQeyo+Rm3+zTIphzMeEJWbwu3ibGpa5CspN31Tpjn7EmLhQJCZLfpqXU8G+XXVXC/I4npBJtfysyhtrEMsEtHT1Jp3/PszyNYFF33jv99zoLaa63nZXM3N5HjaI+z0DDgwZgb+5s/WDZ5Iecy7F86hJpGwdfQEwuw75xgC+Qvz2+3bOBoaMtzVtcs2d3Jy0VZTo5tZ5y1lZV0YpAHsjZ+QQwWBju02kn7dHRGJ4MLDNAU5hHs78/l+MefikvG0s0BXS4Pg7vacj01RuB+GB7hyOS6NhxkF9HC2orePI2qqEi7dTcW3m42SaumJ15KWphoebpbEPmg3QKurq2Jupk92B3JQU1NBLBY9U3J4GC8/3tu/sy3myT3c8vNZTC30GTP9uVnk/xalhVXcu5nKvRupZCQVoGughaGJLkamuhia6mJooouhqQ5GpnoYmuiia6CJWCxGLBZj62iKraMpA0f5AiBtlZKdXkJORgmFeRUU5JZTmFtBckIu184/RNqW3A/k9gwzS4OnyMMIC2tDfHvaEzqgGzMX9OP6pccc2XebjT+fY/vGiwwZ5cvYKYH8tmkBjxLzOHzwDkcO3eXwgWiCQ1wZPzkQP38HxRjv6efAS0sG8NvvF9ix+wZzZ/Xhy/fGsXjlDt77MoJNa2ajq6OBvbUxQ0K7c/jMPaaPDsS4bT9wtw5G6SfkUFXXSGNzKxbG7Yu5moYmTt95zNBAd3S15Cv4Kw8ziE7J4Z2JYehpadAilfLxgUiMdDRZOVKuYqptbOLzYxdwNTdmQag8HqmgqoY1UdcIdbJnbA95zNDDwiL+jI5hio8XwfbyOKSm1lZ2xccT7uSEo6GyJP+EHJwNlaUbkUiEtY4e+bU1/B1sdQ3YOXgKU87uZua5vRwcPlORQsNIQ4tdA2cSkfGAyNwUdqfEsi3pDvpqGoRZOTPYxo2+lk7otiX61FJRY7RdD0bb9aC8qY5TuYkcz07gh4QLrEm48Nx+/CvIIaO2lLdi9ndpbM6rq+S7hChO5yZioanHmsBxjLL1UgziK/npfBEbSWp1GfY6hoyy706IuQO9zOww1ex6w5CqpkZuFmZxrSCLGwVZpFfLB4SxhhZ9LO0Jt3Gmv5UThhrPX1mWN9ZzMz+H63lZ3MjLIrPND9pYQ4s5nn68HdQP7S5cVEE+QD+/doldCfH0tLDil6EjsdJ9dpbKSxkZJJaU8O3QoV3mbwK55BBgY9VlvVSQTzDip+os9XVRU5EoeSwBmOhq421nyaXEdJYPkfuy62lpEOJuz7l7Kbw+pm+basmVawkZPMwqwsvBgr4+cmki6m4KPZyt0NZUI8jLnkt3UlgxU24n6ahaGtTniWrJjh0HblFb16TY28HW1oicnHZyEIlEaGqpPdPmcD82C1U1Ce4eXQdMXo18SHJCHis/n6DwJvqnqKmq5/7tdO7dSOXezVRyM+T6dD1Dbdx62FBf20TS/RzKS6ppamjpdLxERSwnDBM5eRiZ6GBopoeRSTuRdPe2pc8gTyVPJWmrlJKiagpzyynIraCoA3nciEqkqkI5gZ6Orga9B3kwbmZvftw8n+RH+RzZF83pI7EcO3CHwN4ujJsaxOoPxrJ0+UCOH4nh5LE4br6Rgr2DCeMnBjJwiBeammpMHB9Aalox2/66hrOTGaG9Xfn83bGseH8vn3x/nO8+mohEImb+5BAirz1i55FoVsyXewvZmBmgpaFGUmaxom9FT9xYO9gcTkc/prG5VWGIbpFK+fHoFRzMDJncR16240osj/NL+Gn2KPQ05QTyc+R1impq+Wn6KNRUJAiCwKenopAJMj4ZORCRSESrTMZ7p89jpKXJ2wPabSLHHj+mvKGBef6d0/CnlZejKhZ3CjoFud0ht+bZaqWOcDM0ZdvAycw8t4/ZkfvZN3SGYj5Rl6gwzcWPaS5+1LU0c60wg/O5yVzIT+Vo5kPUxBKCze0ZZOPKQGtXhUOMkbo2s5wDmeUcSHZtBbdKMpnKR8/sw7+CHDQlqp2MzYIg8HvSNdY/uoZIBK9278cit96K/CXljfW8desEF/NTsdcxZGO/SQyydn128jVpK7/dv8HlvAwelMnjHbRUVOllbssMN1/6WNrjbmjapbqmI4rra9l8/w7X8rJ4VCafIHRU1ehlactsTz96W9nhbvTs8wiCwJ2CPD67epGHJcUs8QtgVXBop41QOqKptZV1t25hrafH2G7dumxTUF1DWlk54726zjj7xJVV8lS/xGIRdkYGSrEOTxDu6cxPp65RWFmjCDQa4ufKh7sySMguooe9Bf29nVGRiImMScbLQS5N9PK052JMCiumyA3VYYGuXItL51F6ER7OFkqqpY7ksH3fTeIeZCt02rY2RjxIyEUmExReMpqaatQ3NHXqK8g9lbp5WqOm3vm1kLZK2fZLJPbOZooV+9+huamFvb9f5O7lJNIS85DJBDS01PAKcGTYlCD8ervg4G7RiXDra5uoKK2hoqSG8pJqKkpr2/8uqaG0sIqUBzlUltXxdPobFVUJ5k8kAltjXDyt6BXugW8vZ3y7EHbq65oozKtQkEdGciGXTz/gXEQsPQIcWPzmcN7+ZByLXx3EyYgYThyK4f0Vu7GxN2bB8nDmLwpj5uxQLl1I5PDBaH5ec5otmy4ybmIgcxf0Y+WKoWRll/HVtyf4fd0cenS3ZuWywXz361k277zKsrn9sbE0ZHiYJ0fO3WPGmABMjXURi0XYWhiQX9KuhnnixvokxkEQBA5evU83WzM87OXSxYHr98ksruCXxWNRlUjIK6/it3M3Cfd0ZlAP+aLxXnY+e6LjmRnsqwjePPMohYspGawe0h9bQ/nEvu1OLIlFxfw6fhT6bXYFQRDYGhuLq7ExIbadMxqkVpRhqaPbpVrXWkePwykPqWxsUCTCfB58Ta3YHD6BeecPMO/8Ad7p2Z+eZtZKKmltVTWG2roz1NYdqUxGTGkuUXkpROam8NGds3x05yxeRhYMtXFnmouvwpXeTscQOx1Dpj7rx/mXkIOFpj7j7JRZXAA2PL6GjbYBf4bOwFJLmclvFWdxMT+Vxd17sdK7/9/aAG4WZLHu/k18TCx5zacPoZYO+JhYKnZm+ie4kZ/Na1HHqWpqJMDChlUBofS2tsfb1KLLwdQRVY2NHE5KZM/D+6SUl2GoocEfI8cx0LHrOIcniM7N5b3ISDIqKvhu6NBOJCIIAscTk/ji/CVUxWIGuHQOHmyVyfj9WjQiwEpfWTqJzcojp7wSV3PjTsc92XKyqr5RQQ4+bZuqpBaU0sPeAj1tDbydLIlPb0/XEd7Tlc/vZ5CcXYK7vRl9/eXSxNkbj/BwtkAiETO0rwd7T9zlXmIuvh42eLhbYaivxfo/L+HVzQpDA228PK05fCSGTVsusWyxfEVqa2fM1UuPmTApCGcXZa8RmSCQm1VGQV4FltbK6oLamkZKCqtw87RGkAnyTGF/g+zUYvb8FoWDuwXTlw/Et7cL7t62qP7N/g9aOupo6ahj7dD11pVPIG2VUlVRT3lJNeXFNZQWVlKQU05h2+fRvWxO7L6JWHwYD38Heg/xpPcgT8xt2vXhWtrqOLlZ4OTWnvZ66VvDOXM4hsM7rvPVqr1sPrYCQ2MdZi3qz9S5oVyJSmTv1mt8+1EEgZEuqGuoMmS4N4OH9SDhQS6//xrJjm1XGTPOH0MjHT77eDxTZqzn4uVHzJ0dyqgh3ty4k8aZqASWzZUbfccM8uHEhQQSUgoY0KY2UlOVKPaoAChqy/Rq2hbjUNfYTGpeKS+P6aNY1N1KysbOxIB+nnL16r2sAppapczr31PR5n5uIYIAQY7tk/v9PHlMkpV+u1Ryv6AQiUikyFwMIBUEyurrKauv541Tp1jRu7eSaklDRYXs6irGHdjFm8Gh9LW1V/xusJUt+5Ie4L/jN7xNLehn40B/G0d8zCyf+f73trTn1/5jefXKMWac24umiirB5raE2zgz0dlLKfhVIhYTZGZHkJkd7/qGk15dRmReClG5Kay5f5nfHl5nqrMvi7r3wlr773dD/O/PDfA/gBaZtNMKSiwSMdS6O0UNNV2mxPAxlk9S1lr6f0sMAFk1lQD8ET6RN3xDCTS3+cfEIBMEfou7xayT+9FT0+DEhDnsGTWVV/xD8De3eubAEASB2IJ8Vp0/Q6+tG/ns6kU0VVT5JnwI1+YueS4xpJeXs/rcOabv30+LVMr2iROZ6Km8AUh+VTWLDx7lzeOnsTPU58j8mbiZdt4Q6bPTF4hKSuP9YWG4m7fXpxaXsXznUSz0dRXBQ09QUFHNHxfvMNDLBXerdhtGYYVcNWDdIa++mb6OUq6cvj5OiEUiLselAqCvo0lYoCunryXS2CxXucyf0hsrcwM+X3eK2rom1NVU+Or98ZSU1/LuFxE0NDYT1q8bY0f7se9ANAcj5C6hb68ejba2Ou+u2kNmhrKr5LufjqO1Vcr7K3ZT9dR+BfqG2qz4eCwP47L4/bsuU4V1gkWbO234GD9mvTYYrwDHvyWG/wgkKhKMTHVx8bAmKKwbI6YFs/CtEbz/yyzWRbzGgbuf8OuRFUx7KZzamgY2fXWCeeHf8sq4tez+7TyZyYWd3hsAXX0tJs/vy8pPJ1CYV8GZQzGKOlVVCQOH9WDp64NpamolPiZTUScSiejhbcuESXI30do2LyhTE7kk8GSHOJDHp6h28EJqaJSr+gw6xDvkFFZiY26g+L+sSm7LM2xr80S67phgz1RPm5qGJsWE7G4pH6/JBaWKNlMDvXE2M+KL4xeoapCnK38tLARvKwveijhDfK48V9fHg8Ox0tdj6cGjZFVUyn9LLObs3LksDQzkfFoaQ7dtY/W5c+TXyMf1j4NH8F34UEob6pl77BDTI/Zzt0Du6DHe1ZPj42fzip88UvvXuFtMPLYb/79+5aXIo+x5FE9uTWeD9RA7V2KmvsIf4ROZ7NyDjOoKPrwdSb/Dm9j+KIYmaWunY0QiEc76JizzCOHAkDmcG7mEUfYe7EqJZcCxDay6eZzkys6uwh3xryCHlJoibpSkdiqf5OBLbWsT5/Ifdaqz1tbHUkuPuyU5/+g3smoq0FJRxUTj2bmXukJlYwOLzh7m+ztXGeHozrHxs3E36mzw7Yja5mZ2PLjHiL07mHhoD2fSkpnYzYMTU2dxdMpMpnr0UApse4JmqZQTSUnM2L+fwdu2cTgxkQX+/pyeO1cp4E0qk7Ej5h4jtvxFdHYO7w/sz75ZUzsRQ3l9A6sizrAv5gFL+gQyO6jdM6OoupYl2yNQk0jYPHeCwrPjCb4/cQVBEHhnTH+l8uy2gDk7EwNFmaGuFhU17ZOxoZ4W3i5WXIpLU5SNG9CD6romLkbLI3O1NdX46LURlJTV8OOWKAA8u1nx8apRPE4p4NMfTiCVCby6fBB9+7ix/vcoLl15jKmZHt/+OAOxWMTK13aQktSetM/O0ZTP1kyjuKiKj1buUSSie4JBo/2YNC+UE/tuc7JDHqNnQUdPE0NTXXLSiv+27X8HRCIRzh5WzF4xhA3H32BL5FssfGcE6hqq7PzlPC+N+olFQ75ny3eneBSXhUwmUzo+INQVL397dm+6SONTdhpvfwc0NFW5dS2l0+9q68htPnVPbUPaMSlsY2MLGh3yJpVXyZ+/UVs22Nr6JiprGpTIoby6HgNdTYVN7Ik6Tia099vSUI+KugYa2hYRzubGuFoYcyK2fQ5QV1Xhm4nDKKur56sTFwHQVFXl9+ljMdXVZtneo2SXV2KsrcWWKeMBgYX7Iyirl/fRQFOTt/r25eLChcz08SEiMZGBf/7J5xcvUtnYyGQPLy7MWsAn/cJJqyxn8qG9LDh+mIclRfQwtWBlQChHxs0idvbL/DZoDMMd3bhXXMDqq+cI3bOJ8H1b+ORGFBez06lvkd93HVV1Btm68FnwYC5NWMLB4TNx0jfi4+jzhEds5kDqA1qfen4d4aJvwnfBo7g0Zjmz3XpyOvsxw09tfmZ7+JeQg6pIwm9JFzqtgoJM7LHTNuRQZnyXxwWY2nCnJKfL1dPTyKqpxF732RvCdIX44gJGHv6Lq7mZfNZnIOsGjkJHrWsD8xNcy8li8K6tfHQ5ColYxJdhg7k1fxlfDhiMp2nXm6BnV1by3dWrhG7ezIqTJ8mrrmZVaCjXFi/m/bAwJSJJKS1j+q79fBZ5EX9rK04tnMO8QH8lI7QgCBx78IgR67dzNjGZV/sHszK8PXipuqGRJdsPU9PYxO9zxmNjpCyi3kzO4tz9FBaHB2FlqKyGyimtRE1Fgpl+u6hupKtFbWMzTS3tK6D+fs6k5JSQXypfSfl3t8XG3IBjlx4o2ni5WTFvUghnryRy/tpjAPoGu7JiyUBuRKfxy6YoxGIR7787Ck8Pa7769gTx93Owszfhp3Vz0NRUY9Ubu0hMyFWc09PHjnc/m0BSYj5fvX9IydMHYP6KIQT2dWP9NyeIv5P+jKfYDjtnM3LSn79C+5+Clb0Jkxb2Z83e5ey8+h6vfDoeC1sjIrZdZeXU9czu9xW/fhJBZZv6RiQSMX/FECpKazm656bSudTUVfAPcuL2teRO7492m0NAXV27bUe+P3b7vWxoakGjg22nvFIeqGeoL9eJ5xZVAnQiB2O99kWIRCJ/F6XS9t+3bDNWP5FQRSIRo/y7cy+rgJwOdjFPa3OW9u/F8fjHRD6UE5yxthabZ4xHJggs3h1BeX0DjkaG/D5xLIU1NczafYDTj5MVAaGm2tp8HB5O1IIFjO3Wjb/u3WPAli38cO0ajS2tzPX24/LsRbwT0pfYwgJG7dvJy2eOcysvhxapFAMNTUY6ufNt/2HcmLGUyMnz+SB4ADa6eux5dJ/5Zw7hu/1XZp7cx8b4aB6VFSvudYCZDfuGTuevQVMw0tDireunGHpsC6cyHyvczruClbYeH/YczNWxL/Nd8KhntoN/CTmYauiSUJnH5aIkpXKRSMREBx9ulWSSXVve6bgAU1uKGmrJrXu+7zFAZnUF9m3+xn8HQRDY8TCOycf2AHBgzAzmePo/l1gaWlr45MoFZh89iLaaGvsnTOX4lFnM8PLuklBaZTLOpqQw79AhBvz5J5vv3sXP0pIt48dzYcECXgoKwrRDOu6m1lbWXbvJ2D93kllewQ+jhrFlynhsDJQn9rzKahbvPsJbEWewM9Tn8JKZvNI/RNH3ppZWXt11nIzSCtZOH4WHlZnS8S2tUr46egkbI33mh3VOWZ5TWoWNsb5SGg6jNjVBR9VSfz+5yuxym/QgFosYE+ZF3OM80nPbVQRzJgbj6WbJ95siKSyRGywnjPRn+vhAjpy+x+7D0airq/LlpxOxtNDng08OkZFZgpW1IT+tm4OBgTZvv7mbe7GZinOGDujGy6uGc+tqMr98d0pp8pNIxLz7zRSs7Yz5YuUeCnI7j6uOsHEyJSet+B8tQP6jaG5s4d71ZLZ9c5zXR//IqglrObXrBnXVDX97rJGZHiOnB/Pln4vYe+sj3vphGt397Dl74A4/v3dQ0V9PP3uC+rlz4M+r1Dx13l6hbpQUVZORqiwZKSSHDuQgFouU9pNo6hDNDnJyUFWRoNtGLHnF8nfSxsxA0aasqg4j/fYx/cT5RCrrKDnIyaGgot1ldERbAsiTsY+V+rk0LIjulmZ8eiyKslq5VOBobMiGaWMpqK5h+d6jNLa04m9jxfoJY2iRynjtyEmGbt7Onrj7NLXKFzPWenp8M3QoZ+fOZYCTExuiownbsoX1t28jCALLegZxZc5CXg0M5lJWBtMj9tNzywZeOXOcQ48fUtZQj0gkwtXQhEXeAfw1YjLxc1/hrxGTmOPpR2l9PV/fvszwQ9vptWsDb146xcn0JKSCQD9rR46NnMPvYeMQIWL55aOMObGdS3npzx1zRhpaTHTyfmY9/EvIQV9NC1stI9YnXVASMQHG2/kgRsThrM7SQ0Db/gl/p1qSymTk1lZhr9d1dHJH1LU0s+LCST68fp4+1vacmDCny1TaHRFfVMiofTvYfj+Oed5+nJg6i0CrzjuNAeRXV/PT9ev027yZ5cePk1JWxoqQEK4sWsTGsWMJc3Ts5Ioal5fPuG27+OXaLYZ2c+X0ormM9equdH6pTMb227GM2vAXMdl5fDAsjD3zp+JmZqLU5p2DZ7iTmcvXE4bS26VzPMCu6/fIKC7n3bFhnXbjAsgpqcTW1ECpzEhXvhos76BasjU3xMnamCsdVEuj+3uhranG2l2XFQNfRSLmo9dGIpXJ+OLX0wq99tK5/RnYtxsbt1/h3KVE9PQ0+farKairqfLOewcoKanGzFyPn9bNxsLCgPfe3kf0rXbV5OhJAUyfF8rpI7Hs2nJFqb/auhp88sssBJnAd6sPKOnSn4atkxl1NY1UlPy9f/vfQSaTkfoghwMbonhvxnome61m9bTfOPD7BSQqYmqr6ln37j5m9vyQ71fs4N715E6qoq6go6dJ+Bg/Plg3m3krh3H7wiOun0tQ1M97dRC1NY0c3HpV6bigPnLvn9vXlNMwPImcflpy6DhZNTQ+RQ5V9RgZaCnG5BPJwdq8ffHytOQgFosQido96UCuVgIoKG93GbU00CXQ2YYTcY+V+qAqkfDNpKHUNDbz2bEoRZ2/rRU/jB/OvdwCVkWcRiqT0c/JgbOL5/LLuJHoqavz0dko+q/fwoYb0VQ1ytVnTkZG/DJyJMdnzSLA2po1168z4M8/2Robi7pEhZW9+nB7/jI2DB/DcGdXovPzWHX+DIFbNjD+wG5+uXOThOIieToeFVX62TjyQcgAzk6ez62Zy/iu/zCCLGyJykrj5fPHGHFoOxez5dLrMHt3zo5ZwJrQkVQ1NzLv/AGmntlNdNE/U5t3hX8FOYiApW5hPK4uJKpA2b5goaVHqLkzh7PuK3z1n8BN3wRdVfW/JYeC+hqaZdK/lRyK62sZG7GTE+mPeSuwL1uGTXhurEOLVMra6BtMPLibhtYWdoydxMf9wtFQUbYnSGUyLqans+TIEfpv2cJvt2/TzdSUjWPHcnnRIl4LCcFSt3O+mbrmZj6LvMjUHfuoa25h06Sx/DRmBMZP2QeSi0uZvnUfX529TIC9NSeXz2F2kF8nVdM3py5z7mEKbw/vx0ifzi6xxVW1rI+8Sb/ujoR5dPZ6EgSBnNJKbDvYG0BucwCU7A4AYX4uxCXnUlUrX7Ea6mmxZFJvbj/I4kJ0u67bxsKA1+eHE/cwh70n5IZnsVjE6teH4+tlyze/nCYmPgsLc32++XIydfVNvPXefsrLazEy1mHNL7OwdzDho/cOcPVy++py3ksDGDzSh782Xeb00TilvlnZGbP8vVE8is/hyM4bna71Ceyc5ZLV/4lqSRAE8jNLObXzOl8u28o0n/d5dcQP/PnVMSqKqxkxqzefbF3M/gdfsybidTacf5efj69k4KQgbp9/yOppv7Eg9HN2/niaoqfSlz8L4+b2wdnDig2fH6WuTZJzcrckbLg3R3bdpLy0neSMTXRx627F7afsDv9McmhVsjlUVNYppc/ILarAWF8brbb8WYIgUF5dh5G+8tiViMVKkoOpvg4SsUhJcgAY5d+dzJIKEnKVk/m5mpvw2qAQIhNTORHf/uyHdHdl9dD+RD5O5ZvIK4rfGt7NjUNzp7Nz+iQ8Lcz48cp1+q//g6+jLlNQLf9NDzMzNo8bx4Fp03AxMuKLS5cYuHUr+x88QENFhWHOrnw7cCi35i/l2JRZvB7UGwGBn2/fYPT+nYRs3cg7UWc5k5ZCbbPc5mChrcsU9x78Omg0MbNfZsOgMTRLW5l/5hCzTu3nYWkRErGYic5eRI1bzOe9hpBZU8mUM7uZe34/CWWFXTzt5+Nf4coKMNLGmz9SrrA++SLhlt2VEsRNdvTl1VsHuV6UTj+L9gA5iVhMT1Mb7hQ/nxyy2zyVHHSfLzmsuXON7OpKdo6YTG/rrqNsnyCtopyVkae5X1zIWLfufNY/HL2nsjUW19ayPyGBfQ8ekF9Tg4mWFksDA5nWowc2+s92RSuprePA/QR2x92nuKaWWf6+rOzfBx11ZfVUU2srv1+NZtP1O+hqqLNmwnBGerp3KbFsuXqXXbfuMa9PT+b16dmpHmDNyau0tMp4d0xY1/2qrqOxpVXJGA0ovE/KnyKHfn7O/HniNtfvZzCitzylxcRBvpy88pCfd14i2NsB7bZ8SSPDvbgRm86mPdcI7GGPm5M5aqoqfPneOF55dw8ffH2EX7+ZgYuzGV9+OpHVHx7k9VV7WPPtVExN9fj+p5m89/ZePv/kMO+sHsPAIfJAyTfeH0VFeS1rvzmBkbE2vULb9xoeMMKHq+cesv3X8wT1c8fWsbOjge0Tckgrxif4+W7HAJVltcRfT+betWTiriVR1BbEZ2JpQPBgL3z7uuPb2xUj887PXyQS4e5rj7uvPUs+GsfNsw84t/82u38+y66fzuDT25XBU3rRZ4SPYm+LpyFRkfDa5xN5Y/KvbF1zhlc+kW9kP+flgVyNTGDv5sssX92uq+4V6srOPy5TWVGHQVt0s0JyqP3nkkNZZT2mRu12qNyiKiWpoa6hmaYWKUZ6ynnIJGKREjmoSMSY6etQUKEcbDa4hwtfRlzgROwjethaKNXN69OTqMQ0vjxxkSAnW8zbMrPO7eVPXmU122/HYa2vx7xgf8W19LK3pZe9LY+LS9h8+y7b78bxV8w9Rnu4s6hXAG6mJvhbWbFr8mRuZGez5vp1VkdGsvHOHWb4+Ciiq3uYmdPDzJzXgkIora/nclYGF7LSOZ2WzP5HCaiKxQRZ2TDAwYkB9o44GRrJScrJnYH2Lux6dI+1MTcYdfgvJrh5siqgL5Y6uszu5sckFy/+ehzLhoRbjDqxnRH27qz0DcXF4Pku0k/wr5AcQK5/fMl9AGk1xZzLf6hUN8DSDUM1LQ5m3ut0XICpLanVZZQ31neqe4LMGnn0r/1zyCGjqoKDyQnM8PB5LjHIBIHt9+MYtW8H2VWV/DpsFD8PGaFEDPEFBbx8/Dh9//iDn27cwMHQkF9HjeLq4sWsCg3tkhgEQeBGZjavRpyg3/o/+OnKDZyMDNkzawofDRnQiRjuZuUyduNO1l+9zSgvd04tn8sor25dEsPRuER+PHeNkd7dWDW0672X76bncjLuMQvCAjpN/k+QU1IJ8Ey1UkWtsk67u705ZoY6XIprV/eoSMS8NW8gJRW1/BnRbiQViUS8s2wI+rqafPrLSZqa5N4qujoafPfxRDQ11Hj7s0MUl9bg62PH919Poby8ltdW7ia/oBIdXQ2+XTMDb287vvnyKCePyyUFFRUJH349GWdXC75YfZBHHYzXIpGIVz8cg7qGKj9+dLhL9ZKxuR6a2urkpHftsSQIAnFXk9j8+RFeHvYd033f55uXt3P15D2cPW14+YtJbL70Hn/d/oSVP84kfHxAl8TwNNQ11Qgb15Ovdi9n282PmLNqBEW55fzw+k5m+H/A2nf28igmo0u9tFsPG8bM6cPJ3bdIbLPFWNkZM3R8T04duENhBztLr1BXBAHu3Gh/RhKJGE1NNSXJQSIW0VHD1fS0QbqqDiPD9ok/t+gpN9Zq+ftp3IXk8PTe2BaGugqD9BPoaWoQ5uHE6bgkWqTKe3BIxGK+mjiUZqmUDyMile7Ju0P6M7S7C9+cu8zxB8o2C4BuZqasGT2cqGULmOnvw5mkFEZu2cHiA0eIzpaPlT729hyaPp2NY8eirabGV5cvM2jrVgZv3co3V65wJzeXVpkMEy0tJnb35Ldho4lZuJw946Ywz8eforpavrh2iYG7tjJgxxY+u3qRW7k5qIrFzPfqyeVpi1niHcjx1MeE7fuDH+5cpaa5CU0VVZZ69eLKhGW85tOby3kZDDn2J6uunSTnb3I8wb+IHACGWnnirGvGhqSLtMraB4CaWMJYux5E5SdR3qRMAgFtqW9jS3N5FrJq5Nt6Wmh1nU4D4OeY66hJVFjeVRhqGwpra5h77BCfXLlALysbzkyfy0gXd0V9s1TKD9euMWnvXm7n5DDPz4/z8+ezY9Ikhru5dRlXUdHQwJ/RMQzdvJ25ew9xKyuHuQF+nFsyj7+mT6KnjXIqiJrGJj4+GcXM7QdolkrZMnMC344bpti8pCMEQeDQ3QQ+jIgkxNmOLycM6bSfA0CrVMZXRy5iaaDLovBn70vb7saqPLlpqauirirpJDmIxSL6+jpzKyFLEd8A0MPVitH9vdh7Nk7JOK2vq8kHrwwnM7ec33a22wnMTfX49qMJ1NU18c5nh6ita8LL04Y1302nvr6JFSt3kZ1dhqaWGl9+N5XAXs789P0pDh+Qu6tqaqnxxU/TMTbV5aOVe8nNalfRGJnosvxduXopYkdn9ZJIJMK2zSjdFS5G3OW9Ges5tu0KuvpazH17JD8fW8m++C/5cPNCRs3ti42z+X/IS+5pmFkbMX3FULZc/YBv979Kn2E+XIyIYeW4n1ka/jX715+nrFB5spizYgimlvr88uFhWtq25pyxZABiiYidG9pz8ri4W2JkotOlaqmurt2VVSRWlhwam9pdWWUygcqqeoXKqLG5hZKK2qc8leTeTMZPSQ7ip9RKILc7PC05AIzy6055XQO3UrI71TmYGPLm0L5cS8nk4N12e4tYJOK7ccPxs7ViVcRppv25l6iktE4eQdb6enwwKIzLyxexom8I8fmFzNx9gCk79nEuKRUBGOTszLFZs7i8cCEfDRiAlZ4e22JjmbZ/P71+/503T5/mVHIyNU1NqEokBNvY8l6f/kTOnM+VOYv4pF849voG7EqIZ/qR/UyL2E98USH66hqsDg4jaupChjm68mvcLcL2/sGOxDhaZFL01NRZ6duXKxOXsqB7AMcyHhEesYmPb0d2ug9K9/a5tf+PQSwSs9xtAJl1pZzKe6BUN8nBlxZBxrFs5XIfYyvUxBLuljyHHKorsNXVf2ZOoqTyEo6lPmKupx9mzyCQY8mPGLpnOzEFeXwRNoitoydg3iHyMrm0lEl79rAhOpoJHh5cXLiQ1f37d0rsBW3Bcbn5vHX8DKG/bubrC1cw0tLkh1HDuPbKYt4N74ejUefjzielMXLDX+yPfcD8YH9OLJtDqHPXUk52WSULth7iwyOR+NtbsbYtB01X2HcznuSCUt4e01+x21ZXyCmpREUsxuIp91aRSNQW69DZyybMz5mGphbuJCqr/l6e1hdtTTW+3xalNOkE+TgwZWRPDp2O42Zsu6upq5M5n787lsycMj785ggtLVLc3Sz46YcZSGUCK97cTVp6Merqqnz65WRC+7mzfl0ku3dcB8DQWIcv184EEby3YhcVZbXtfRzhTciA7mz/9Tw5GZ1tC7bOZmQ/gxzO7buNlYMJBxK+4Zt9rzDt1SG4+9n/oy1FBUEg9X42f3xyiLl+7zHbZzXbvjxC/jOkFLFYjHeIC2/+NJPdsZ/z+vfT0TPUZuvXx5nT62M+mruRa6fuIZPJ0NRWZ/nH48hKKeJgm0HexFyPMdODiToRT2ZqUds5RfQKdePurTSlXfG0tdWV1EriDq6sgiAo7b1RVdOAVCYoPJHyu/RUaouD0FOWHFTEIiWDNMg9looqajuRRt9uDuhraXAitrMEADA9yIdeTrZ8e/oyueXtZKmhqsLWWRP5cNgAimvrWL7vGCM3/MXBuASaW5UD0Aw1NXmlTzCXly/kkyHhlNbV8XLEcYZt3s7++Ac0tbZio6/PXD8/tk+cyJ2XXmLdqFGEOTpyKSODV0+cIHDDBuYeOsT2uDhyq+T9sNXTZ663H9vGTCRu0ct83n8gaRXljDuwixVnT5JbXYWtrj5rw0dxdNwsnA2N+PDaeYYd3EZkZiqCIGCsocUHgeFcnrCEyS7eHM1I7PI+KJ7Zc2v/H0FHFh9o2Z1uehZ8//A0BzLvKCQIN30zvA2t2PD4Gocy7ymM0+oSFbyNLTmUfp99qfe6jDYsqKuhrLGeXUn3aOyifmfiPZ70oLq5c96eq9mZrDh3isaWVnaOncxMLx+llWBTaytT9u3jYXExrwUH8+3Qoeiqq3c6zxNEJCQydec+jjx8hJORIUfnz2TvrKmM9eqOukrXZqTbmTm8vO8YRTW1fD12CO8O6a/YtORptEplzNi0l9vpOQz2cGHL/InoaDy7P5svRKOppoq+Vtd7Yj9BYWUNYrGIqPspndQZpvo63HqUxY3ETKXynt1s0dFU59dDV4lPbU+xYaCryfKpocQ9zuODX08qkrIBLJvZFyc7Ez75+SSHTsfR2qbuCfRz4O1XhhITn83Kj/ZTWV2Pk6Mpa9fMQFVVwhtv7SHxUT6qqhI+/GQCg4Z48efmS/yx8SKCIGBta8TnP06noryO1a+2E8QT9ZKGpirfrT5Ac5Ny8JydizllRdXkZysbhZsamrl/M5We/bs/0wbwPJzbfYNXB37FkY1ROHS3xtHDmgO/nGVR8MfEXHj43GO1dDQYOi2YHw6vYPPl95n80kDSE/P4culWDm+SB4YFh3sQOqwHe36LorxYvhKfsqAfmtpq7FzfLj0Eh7pSX9dEzK12zzIdXQ0K8ivavcpUJBQUViEIAq1tsSMlbcbtunr5O1Pb9l1SIZcSOk7u1W1SyI0HGUrlGmqq3E3OIb2g/d7amOjTKpPxR2S0kgpJVUXCUG83zt1PYe3p61TVt0s2ICe6L8YPQSQSMe/PgxyNS1T8loaqCrOCfDn3ynzWTBiOuoqE949HMn7zLnIrO6toNFVVmenvQ+TS+fw8dgRaqqq8f/o8Y/7cSV5Vu1Sjq67OCDc31gwfzu1ly9g7ZQrz/P0pqKnhs4sX6b9lC7dylBdGWqqqzOrhy6XZC3klIJhzGakM27OdujbjtY+ZJftGTWPTkHEIAiw+F8GR1HYisNTW46uQoVybuKxTv5Xux3Nr/x9BVl0Jq2J3kFlbjFgk5lv/yTjrmvH5g+NMvryea8VykfernqOx1zFkdcxxxkf9wY3iDAA+DRiKlbY+q6NPMeDYBv54dJvalvZJ/p2e/bHTMeD9W2cJPfg7Gx7cUiKBWR6+9LNx4Pf4aPrs+p2fY64rvAwA/CysmODuQasgY86xg/x4+zrVTe0DU11FhRUhIeirq/PLrVu8cvw4SSXP9m7p6+jAdD9v9NTVeVxSypKDR/n+0lVSS5/tkeJtbcG0nt6oq0h458hZlu05QnRmbpc6ZxWJmNcH98FCX5fIxFTGrtvB6QdJnXS7T7ByZF90NdRY8PtBFm48SFxmfpft5gzoiaO5EW9vO8Xi3w6R2iGlwcpJ/dBUV+WVdRG8+fsx8tqC31RVJHyxdDi19U0s+movn/xxhtJK+aQ8pn8PFk8M4VpsGlPf3srWo7dpam5FXU2Fb98Zh7uTOT9uiWLBW38RmyBXJQwf6MV7rw/nUXIBL721i9z8CmxtjPjlx5no6mrw5jt7ibuXhURFzNvvjWHkaD/27rrBr2vPIZMJdPO05tMfppKXW86bS7dTXCTvp5GJLis/m0BKYj6/fnVc6b4OGOOLprY66z48rFSupqGKd4gLUYfvUJDVfi/+KZ7YONZFvc+nu1/msz2v8Ff815jbGbPj2+PP9XPvCBsnM+a9O5rttz7B3c+es3tvKY6d/+YwWppbOd22wZCegRZjZ4RwPSpRISUFhLhgZqHPnq1XFccNHe5NWmox587clz+r0X7cuZvB8ZPxqKpKGDfcj1NRCRw9cw8rcwOCfR3YeuAGt+Iy8Ha1wsXOhO+3XVBkZQ3v6UqotyO/HrzG4q/3kZEvH+tvTQmjrLqe6V/tYstpORkM8+/GYF9X1p+6yawf9/Iot12SenloCAO9nNl8IZrh3/zJxqjb1De1v6vWhnpsmD0WfU0NVh86y9h1OzibkKwY+ypiMaO8uhGxeCYbpo6huKaOqVv2KnIzPQ0VsZiR3d2JmDeDzZPHUVxXx/unI7t+78RiAm1seLdfP87Nm8euyZMBuWNKV9BRU+PN4D4EW9uir6GBZodgV5FIxBAHV4Y5uiICunWRleF+6fM9mET/HcE5/9Nw6OEuOP44g0ZZC2NtAljkMhBjNR0uFD7ix8Rz5NSX09vUmZUew3DVNeNUbiI/JESRV1/FAAtX3u4xCCddY64VZvB74k1uFmWhr6bBHLeezHULxEhDC0EQuFmYzYYHt7hakImuqhoz3f1Y0D1AoUpKKC1iXexNzmamYKShyXLfYGZ5+KLRtppPLS/jp+gbnEpNRl9dgyV+Acz19kO7LciturGRLTExbI2Npa6lBT9LS6b26MEINzdFm45oam3lQmo6EQ8SuZKeiVQQ8LY0Z5yXB6M83DHU7GxHKK+rZ/fdeHbeiaeivgEvK3MWhvRkSHfXTjmeWqRSziaksPHybdKKy3G3MGXFoN70d3fspANvbGnlwK37bL5wh/Laevp2c+CVob3xtFGO6pbKZBy68YB1J69T19jM9H5+LBsWjK6mOs0trey+EMfm07eRyWTMHRLIvCGBaKipUN/YzNaT0ew6G4OqRMzCMcFMG+SHmqoK+SVVrNt9hYt3UrAy1WfFzP7069kWRHc7hXXbL1FYUk14iBsvzwnDwlSPB4m5vPflERDBtx9OwMPdirKyWla9u4+8/Ao++WAcvUNcEASBTeujOLDvNkOHe7PyrZFIVMQk3Mvmgzf2YGyqy0+b5qHXlvZh27pI9m6+zKsfjGHklCDFdZ/cc4tfP47g9a8mMXRSu12mIKuU10auwcRCnzVHXkdL5/nSV0fcu/qY1RN+5puIN/AJbbddndp+hXWrdvPVwRX49e86y+6zcHbvTX5+ay8/H1+Ju69c5fjhwi2kJxWw/eJqVFQlVJbXMXfYD/Qb6sWbn0+UX19EDGu/PsmXa2cQGOKCTCbwxqt/kZNdxtady9DV1eTdDw5wLz6bX3+ehZOTGe9/GcHt2Ay+/mAC3p42LP9wD3mFlWz4Yjr6upos/GQPVbUNLJoQwowRAUjEIs7cesyaPRepb2xh0ehg5gwPoKq+ke/2XSQyNgV3G1M+njOEbrZmnI9P4euDF6iobWBiSA+WDQtW2Cwe55fw69kbXEpMx0hbk0XhQUwJ8UajLTZHJhOITExhXdRN0kvK6W5pxptDQzvF9qSVlLFkzxFKa+tZM2E4g7o9f9vYrXdi+SrqMn9MHkd/5673XnmCjIoKBm3dyk/DhzOme9fPsbyhnl5bN7LQtyfv9lbembCkvo5+ezcz2N6FXwYqR0NfzE1jftRBsua9GyMIQudoVf4l5BAQECBE3rjEH6kXOJwTjZpYhdmOfZnp0BcVsZi9mdFsTL5MbUsj4+38edk9HF1VTf5KjWbD42s0SJuZ6tiTV7v3w1hDm7jSPDYm3uRcbjIaEhWmOfuysEMmw4SyQjYk3OZ0VhIqIjETXbxY4hmEo5480Vp8cQHf37nKtbwsLLV1WdGzN5PcvBSTb2JJMWtuX+dCZjrGmlos7xnETC8fhUqooqGBw4mJ7H/wgNTycrRVVRnp7s60Hj3wtrDo0jhZWlfH8YdJRCQk8qi4BFWxmDAXJ2b6e9Pb3q7LyfzI/US23owhs7wSa3095gb7McnPqxMRSWUyTt5P4reom+RUVOFra8lrg3oT7Ky8Ty7I9+ndc/0ef166S1V9I+Gezrw8JEQp+R7IPZPWnbzO4ZsPMNLR4vUxoYwK8EAsFlFcWcvPh65w5m4SVsZ6rJzUnwE+zohEInKKKvh53xWu3EvD1syA16f1p6+PEyKRiDsJ2fy08yLpuWUEednzxuwwHK2NaWpqYfexu+yIkK9+Z40PYuaYQIpLa3jr04OUldfx0apR9A12paq6gXffP0BySiGr3x7FoHAPecT7tqv8tfUq/cK6sfrDcaiqSrgfm8nqV3fh2t2Sb3+djbqGKlKpjI9f2cG92+l8t3UhHj7yeySTyXhn9iYyHhew8dSbGJu3213iribxwezfCQr34MM/FnZK4f0sFOeWM9fvPV77cSbDZ7d7kTU3tbAg4AOsnc359sjKf3SuJ6irbmCG/4cMnR7M8s8nAXD74iM+WbqN99bOpO9weVTthm9OcmL/bbaeXImZpQEtLVIWTPoVQ2Md1m5ZgEgkIiO9mGULtzB4aA9WvTuKqqp6Fr20FTVVFTaun4dYLOLV1XvIza9g3dfTMTTQYsl7u+WE/PVMJBIx32+P4tKdVNwdzPhg8VBc7U0pr67n+10XOH8nGVdbUz5aMIRu9uZcuJfKN3uiqKhtYM7gAJaMDKappZVfT97g0I0HqKpImBfekznhPdFq8967n13AL2ducCslG3N9HZYMDGJCoBeqbTYfqUzGifjH/HbhJrkV1czt488bg0OV7G9ldfW8tPco9/MKeXdIf+b28numA0GzVMqIP/5CVSLm+ILZz83GnF5ezuBt255LDrsS4vng0nlOTpuNh4lytoJPb1zgr4exnJ+yUGl74armRoYc2YK+ugaR4xb9+8nh7l158FNWXSkbks9yoeghxuq6LHUZxChrf+pam9iYfJm9mbdRE6uwwKUvs51CaJC28EviFfZlxKAqljDNsSeL3EIw09QltaqUjYk3OZop19+OdfBkiUcwrvryiS6zuoJND6M5mPqAFpmUEfbuLOsRTA9juR/1jbwsvrtzlXv/H3nvHRVV0r0LP03OORiQHEQEREABQUFFMeesY47j6MyY46hjVjDnhDkrIgqoBEFylpxzzrnz/v5obOwBnffe3/3W+r737rV6dZ+qfU6fU1VnPztVVU0lDJVV8aedMyYamglXk0yqqoBndAQiykrQR14Bv9k7YLb5YGFWkmBV1ko8S03Fu+xsdHK5MNPQwJzBgzHd3LxXywAAsmpq8To1A2/Ss1Df0YGBWppYNcwWE81NeyzZzSdCcE4BbkfGI6G0Akoy0lhga4XFw4ZAS1E0uM7h8fA6MR1XQmJQ3dKG4YYD8Lv7COGa+N9TG5OF++FJuBuWgDYmG+OtTbFxnCMMtES3T8worcaxFyH4WlQJa/2+2DXbDeYDBNZGQk4ZTjwNRl5FPRzM9bB9riv0+wjOj0orgtfjUBRVNsBhsB62LHCDfl81cLk8vAxKwc2XUehgcTDHfQhWzXSEgpw0qmpbcOn+ZwRHZmNAX1Wc2j0TCrJS2HX4NTJzK7Fp9RjMmjwUHR0s7N7/El9TS/H7b+MwdbJgwcEXT2Nw9dInDBtuhL8Oz4K0tCTCgjJwZPcLOLiYYf/xORCXEENrSyc2zb8MFouLC082QF1TMEGxrLAWv049C1sXM+y7tEREgLy5E4ar+19i3kZ3LNvx8zVvhH3H52O67iZMWzMaK/fPFKl7fTUI1/c9h+e7bRg07N/nV3xPxzZ4I/lLDh7EH4KklAR4PD5WuZ+CRl9lnHoo8FPXVDZh+SQvTJ47HOt3TgIAvPdJxNmjfjh8dgGGOQn21LhxNRhPH0XhzIUlsLTWRVp6GX7f+hhOjsY4uG866hvasW7bA/D5hCunFqG1nYX1+x6jn5YyLv89H/Jy0giOzcHpu8FobmNiyWR7rJg+HFKSEghNzMOJ+0FobO3AYg87rJrqADaHB6+XYfCNSoe+tir2L3HHEKP+KKppxAW/L/iUkgd1RTmsn+CIGQ6DhSu6xuaX4rx/BJKLK6GjpoT17o6YPHSgMAmFzeXiVEA4HkYnw7K/NjznTRJZU4zJ4WK7jz8CM/OwyN4au8e7/lDwB2bnYuNrPxwaPwYLbH68hIUQHCZOxNQf7MMy79VTNHR24MPCZSLjqbytBW5PbmKGySCcGOUhcs62iPd4lZ+G1xOXwFqz3383OBhamdGTkDewV+uewPW1sRjnsv2R2lQCQwUtbDT1wAhNM5S0N+Bs5gcEVWVCW0YJm83dMbG/JYrbGnEl6wvelqZCnCGGuQZDsdrUEX3llFHe3oxbWbF4mpeMTh4H43RMsW6QI4ZoCNJEazrbcCcjAQ+yE9HKYWPcABNsGzoSJioaICJ8LM7D6bgvyGmsg4W6Frbau8B1QLdrJqqsBJ7REUioqsAAJWVsHuaI6abmItlRrSwW/LKz8Sw1FV+rqyElLo5xxsaYa2kJxwEDet0ciMXl4m1GNm7FxiOvrgHaigpYameD+daWUOwlwJxcVonbUQn4mJUHcQYDU6zMscJhKEy0RCfNsDhcPIn9ihthsWho74TbQEP8NsYJA/v29Gs2dzBxNywB98OTwOHyMN/JGuvdHUSC13w+4W1cBs76fkFjewdmOVrit8kjoCIvCy6PjxdhKbj8NgpMNgcLR9tg9UQHyMtIgcvl4VlwCm68iUInm4N5Y4Zg1VQHKMrJoLGlA9eeR+BNaCpUFOWwYZ4zJrlYQEyMgfivxfjrrB+IgBM7psPEQAuHTvvhS0we5k6zw4blruBwuDhw+A2iY/KxZuUoLJgnWGbZzzcR5zz9YWmti8PH50JOTho+T2Nx2TMAk2bYYtPOiWAwGCjIqcIfi6/ByLwvTtxcIVye+vmNUNw+5Y/d5xfBxaNbMBARzu98ioBHUdhx4Re4Tu99ouE/ac2IA9A16Yu93mtFypntLCy13QMzG30cerzxP7rWN4oNTsdfS69j/81VcBwv2Lv6xc3PuHXyPS6//R0GZgJl4PTelwj/kIa7AVuhoiYvtB5U1ORx/vZKMBiCLVlXLb0OGRlJXL21CpKS4nj2IhZXrofg1/VjMHuGHQqKa/HrjkfQ0lTCpeMLkZ5biW1HX8LOSg8nd86AhIQ4mts6ce7BZ7z/kgH9fmrYs3ocLE36obWDiXNPw/AmPA262qrYt3wchpj2R3RmMf5+8AlVjS2YO2oINkxxhKKcDFIKK3DGNxxJBRXQ11LF5inOcLM0Ek7SC88qwoXASGSW18BASw0bxznC3dJEmML9MT0Xe18LUkAPTR+L8YO7J0XyiXDqUzhuRyXA1cQAXrMm9uoOJiIsfPgMhQ1N+Lh22Q+TT/4NHCpaWzDi7g38MdwJm+wdRep2hgXiVU46QuavQn+Fbiv1mztpg6UDtg8dBQaD8d8NDurmOmR1aR6GqBhhtdEkDFIW+AWJCKHV6biYE4jSjnrYqhlik9kEmCv3R3x9EU6nByCjuQIWyv2wxcIDdur6KGlrwLXsSLwuTgEDwEz9IVhrNgI68ipoYHbgbk487uXEo5nNhIOWLtZbOMG5j0DQt7BZ8M6Mx/X0WHRwOZhlNBi/Wzujv4ISeHw+fPMz4RUfgdLWZtj36Y/tw0bCvo+O8F4/lxTBM/oL0mproKesgsWDrTHb3KLHrlGZtbV4lpqKN5mZaGaxMEBZGXMGD8asQYPQp5dlNIgIYQVFuBWbgKjiUshLSWGu9WAstbNB/39s3gMAJQ1NuBuThJfJaejkcDHK2ACbXB0xuJ9o/KCdxcb9qCTc+ZKAViYLEyxNsXG0o3Cz9u+pvq0DFwMi8TI2DYqy0tg4zhFzHKxE1uJv7WThqn8UHocnQ0FGGhsnOWGWkyXExcTQ0NKBC2++4E1kOjSU5PDbdGdMGi5wQzW2dODyqwi8CU+FioIs1s8cgakugyEuJoaswmp43gtBam4FzA208ecvbrA06YeyykZsOfISNQ1t2L9pIkbaG+PirRC89EvEKCdT7P1jIsTFxXDs5DsEh2Zi4XwHrFou2Jku+FM6jh95A1PTvjh6aj6UlGRx6+InPL0XiV/WumLxSoHvN9T/K47veIapCxyEs4p5XB5+n3MJ9dXNuPZ+CxRVulMzOWwudi+4jJyUEpx88ZvQ5/8zOrD4MmrK6nE5dF+Puidn/HH36BtcCNoNY6ueLsAfEY/Lw2L7/bCwN8Te6ysBAC2N7Vgy8ijGzrTDbwcFs6ZLCmqwdsYFLFgzCr/8OhYA4O+TiDNH/XD4zAIMGyGwHqKjcrF3xzOsWOOKhYtHgIiw78BrRMfm47zXQgwy74/45CJsO/gSNpYDcHL/LPh/zsDxK4EYYWuI7evGQaNrg5/IlEKcuP0JNQ2tmDvOBuvmOENWRhIx6cU4evcjKupaMGe0NX6d5QIGA7jkG4EnoclQkpPBqgnDMWekFSQlxBGaVoBzb7+gsLoBQwz64c9pLrA2EOzxwucTgtLycCEwEgU1DTDvr4WN4x0xcqDgPS9raMaWZ++RWlaFBcOtsd1jpMg6Yo/jU/C3fwjMtDVxdcE0aCv2TG9PqajC7HuPsd5pGP4cOaJHPSDYcnTcT8DhemIcjkWGIWTxCuirdLuNCpsbMfbZLSwZZIMDI8YIy5vZTIx/cwuKktLwm7IM0uIS//3gYGtnS3t9zuF+4Uc0ctrgrDEYKwwnwEBB4N7h8nl4VRqLm3lBaOJ0YHxfa6w3GYc+ssp4X56Kc5kfUc1swUgtU6wxHQUr1QEob2/CjZxIPC9KBhFhmq4l1g10hp6CGto5bDzJT8atzBhUdbbCQlUb6wY5wmOAwAxtYHbgUmoU7mcJZtn+MnAofrV0hKqMLNg8Hp5mf8X5hCjUdrbDdYABttq7YLCGQPASEQIL8nArOQHxleWQkZDAVJOBWGI5BIO1RIUzi8tFYF4enqWmIqq0FGIMBlwNDDB38GC4Ghj0unVoelUNbscl4F2GYAXbCeamWDnMFoP79FwOvLGjE4/jv+JuTCKaOpkYb26Mza5OMNIU3fWtuZOJO18ScD8qCSwOF9NsBmGDmwP6q/YEnqyKWpz0/YzY/FIYaath+5RRGGGmL8KTV1mH4y9DEZdbioE6Wtg12w1Dul7ctKIqnHwagrSiKgzW74Ntc11haSDQZLOKq+H5KBTJueUw09XC1oVuGGLaH0SED1FZuPg4DLWN7ZjoPAgb5jlDQlwMO477ID23Ar8tdcPcSUPx7E08LnXtJnd07wwoysvg7IUP8HufgulTh+K3DWMhJsZA5Jcc/P3XKxiZaOPUmUWQkZHEqQNv8Mn/K/7YMwUTpglcUddP++PVvQhsPTwLY6cKygoyK7Bp1gWMnmqDP4/PFXn2pvo2bJ7sCR6Hh3N+W6De5+ezoa/ve47398LxuuhcDz93e0snltrshs0oc+y5vean1+lx3YOv8fZeOB7F/w3FrpnLXrueI9z/Kx6E74Z815Inh/54hK+xBbj3YRvk5KXB5fKwfNYlKKvI4YL3SuE9Hdj7ArHR+bh5bw369VNFaysTazZ4g4hw7fIyKCvJwj8oDcfO+WPiWEvs+G08Xvgn4fL9z5CWksBvy9ww0dUCDAYD7Z1sXHkWjhcfU9BPUxm7VrrDfrAuOphsXHkVgadBSdBWU8Tupe5wHKyPrNIanH8djujMEvRTV8LGaSMwztYMfCL4xKThin8U6lo6MMbKGJumOENfSyBoeXw+3iVl4fKHaJQ1NMPeSAdH53ugr4oi2Fwezn2KwJ0vCRjYVxNe8yZBX6NbQH/OLcTvL99BSUYa1xZMx0Dtnlb1H77v8TEnDx/XLEdfpZ5K3TdwODtxIqb0Ag5Tnt6HGEMMb+YuEinfHOyHwMJchC1YLTLvanvEe7zMT8OriUtgrSF4Z34GDiCif/0AUAHwAkAWgEwAjv+odwXQDCC567P/uzoPANkA8gDs/K6cAeAIgJyua276t2v96GNra0tERB0cJt0r+ECTQnfT6KAtdDz9MVV21NM3amV30qXsQHIO3EdOAXvpbOY7amZ3UAeHRTdyPpOz/1Gy9N1HayK9Kb6ukIiIKjua6XByAA1+dZTMXvxNW2JeUW5zDRERMbkcepqXTKN9r5DBwyPk+uYyPc5NJDaPS0REZa3NtPXLOzK4e4IGP/Si88kR1MZmdd0rmy4nRZOV93nSu3aSfv3oS/mN3fdKRJReW027gj+Q+ZWzpH/hNM149pBeZqYTk8Ohf1JRYyOdCg8nh6tXydDTk4ZfvUonw8KorLm5By8RUXlTMx0L+kzWnhfJ+JgXLXr4jIJz84nH5/fgbWUy6XxIJA05doEGHjpDO30CqKyx53VrW9voqF8IWe0/R5b7z9LfvkFU09Lag4/P51NQah55HLtFFlu9aN3N15RfXd+DJyAxi9z3XyerTV60574/1Ta3ERERj8ent1Hp5L79Ktms86J9d/yppqlVeF5gdCZN/PMa2S33pD1X/aiyvoWIiNo7WXT5STg5Lz1L7msvUVJWGTGZbNp10oecZp2iM7eDiMvlUciXLBoz05MWrL1BZRUNxOfz6cr1YHJ1P05HTrwlLpdHRERfwrLIfdQR2rPjCXE5POJwuLRz430a73CIosOziYiIy+HS9hU3aYrdX5STXi58Pm+vAPIw2U7xXXzfU0FGGU033UqbJ3sSs4PVa/99o7e3QshDYy3VVzb1Wu99xIcmaK6j4uyKn17nn5SbWkoeOpvI7164sCwntZQ8TLaTz90vwrKs1FIab7mHnt/p5gt8m0Tu9gfpk/9XYVlNdTNNHneSdm19TPyuMZaVXUHuE0/Rjj3PiMcTlN16GE4uU07S3aeRRERUXF5P6/Y8IqdZp+iPv59TZU33cyZlltLsLbdo+CJPOnIjkFraOomIKDm3nGbvvkN2yz3pr5v+1NTaQUREkelFNO/wfbJZ50ULjz6gmMxiIiJqZ7LpakAUOWy7QDa/n6HDTz9RXddYIyJic7n0OCKZ7PdcIKf9lykkPV9YF5qVT45HLpPtwQv0NjlTpA0zK2vIxes62Ry7SGG5hT3auKypmQadPEdbff177YO8+noy9PQk38zMnnUN9aR/4TTdTIoX/c/6GtK/dpKOx3wWKQ8uzSM97+N0IiFUpBxAPP1Arv5HlgODwbgLIJyIbjIYDCkAckTU9F29K4CtRDT5H+eJdwl/dwBlAOIALCCiDAaDsRyAG4BlRMRnMBhaRFTzo2v9jKyHDqHEhASIMwSacjO7DY+Kg/G6PAIgwtT+TlikPwaqUgJ0rmY241ruR7wrT4KipAyWG7phjp4DuHwenhbF4W5+BBrY7bBX18caU1cMUzdAHasdt3Oi8aggHkweBx46g7BhoDPMlLXB4/PxoSwHVzIikdZQBT0FVfxpNRKT9AZBjMFATmMtTieF40NpLjRk5LHJ2gnzTawhJS6OZhYTN77G4XaqYLu/OWaW2DTUEf2+8xO2sJh4mZWB+6nJKGxqhJqMLOYNssTCwdbQURLVzrl8Pj4XFuJZWhpCCgQzhCeYmmKlrS2s+oguOAYIltN4lpIG7/hEVLW2wUhdDSuGDcU0i54T6hraO3A9Ig4P41JARJhvZ4V1zsOgoSC6pEFlUyuuhkbjVWI6JMXFschhCFa62EHlH0t0sLlcPIpIwdVP0WCyuZjnZIUN7o4i8YgOFge3PsbibnACpCTEsW6CAxaMHAJJcXG0M9m4HRCLB0GJkBQXw6oJw7FwtCC9tZPFwd33sXgQEA8Gg4GlE4dhsYctZKQkUVzRgG1eb1BV34K/1k2Aq50xLt77jGfvEjBymAkObJ6InPxq7DryGmJiYji+dwbMTfvi4eMo3PIOh7OTCfbtngopKQm8fZOAc54BmDDJGn9un4TODja2rb+HksJanLzyC8wH66CpoR2/zb8MBgO48GQDlFXlwWZxsHHaObBYXFz1+wOy8qJ+5wj/FBxecxtuM2yx7dySH2a/JIRkYO/c8zjluwWDHU161DfXt2Hp0N1wnjwUWy8t6/UavRERYYP7CcgqSMPL5w9h+e9zLqK9hYnrAVuE97Rz9W2UFNTC238LpKQkwOcTNq+4hdrqFtx6/qtwldZXz2Nx+cJH7D80EyNdBdk3r30Tcf7iR2Fch4hw9Ox7BIZkYO+fkzDOdRD4fMLrwGRceSiYqb1ukQtmjreBmBgDTDYHN19F4dG7BKiryGHbsrEYaWsEFoeL229jcPd9LJQVZLFh5ghMdrYAAwz4x2Xhkm8EqhpaMcJCH5tmuMCkvwbqW9pxLTAGLyNTISUpjqVuoplNxbWN2PrwPTLLa7B05FD8PsEZkhLiqGpuxdZn75FYXIFZtoOxe5KrcKWA6pY2rH3ig5zqOvw1cTTm2YoGoE+FhuN6dDxeL1vYw3rPq6/H+Lt3e7UczsZE4nxcFKKWrRVZaWF14GtEV5QgfMEaoTu6hc3CuDc3RdxJAFDU2gADJfX/fcsBgDKAQnS5oH7A4wrAr5dyRwCB3x3vArCr63csAOP/9Fo/+6gP7Evr4v6miNokoVZCRFTd2UAnM57Q6KAtNCF0F93JD6A2TqewPqelgn6Lu032/rtoauhJ8itLIA6PSx0cFt3Pj6TRgSfJ0ncfLQm/Tl+qc4jP51M9s508U4NoiM9xMnlxiNZHPqW0BoFWxufzKbgslya8u0EGD4/QpPc3KbQ8T3hP8dVlNMf/Iel5HyfnF1fodX6aUFOvaW+jvyI+kckNTzK56Un7v3yk3MY6EZTn8fkUXlJEa975kOFFTzK86Ekr376i0KLCXjX+8pYWOhoaSlYXLpChpyctePqUgvJ7tw7YXC75pGXQlFv3yfiYFw0/d5Uufommho6OHrwVTS209+0HMj90hqyPnievoC/U3NnZg6+orpG2PXtPg/Z6kf2hi3QlOJo62T2tnrrWdjrw4iNZbjtDjvsu0YPwRGJzuSI8xTWN9OvV12S1yYumHfGmLxmF3XXVjfT7ZR+yWedFU/fdptCU7jYvr22i7Rd9yW65J03ddoOC4rKJz+dTU0sHrT74mIYv8qQHfnHE5/PpqV88jZh9ilbvekANTe1UUlZP81Zfo7GzvCgsKoeIiF6+jidX9+O0Zftj6ujS6m/fCKExLofJ+5ZAK2uoa6Vfpp+nWWNPUmmRoA+z08posu1ftGPVLeJyBM+WFl9IE0x30JW/3/RoEyKiR2cDyENnEz27/KnXeiKiisIa8tBYS4EPI37Ic23vM5qovZ4qi2p/yNMbPb/yiTx0NlFZQbWw7NPrBPIw2U6JX3KEZYlReTTecg+9ex4rLMtKL6Nxww7StXMfhGVcDo/WrrhBc2ecpbY2JhEJ3pkDh31o9PgTlJxSQkREbDaXNu1+Qm4zTlN0fIHw/MqaJvrj7+fkNOsUrdvziIrKuq3NjPxKWrTrLg1f5El7LvhRQ3O74D6Kq2n54Udkt9yT5u71prCkfOLz+cRkc+juhzga+cclGrrei/bfDRBamIXVDfTnLV+y2uRFbnuu0rMvKcTpshZZHA4deR1MFlu9aN65h1RaL7BkOFwenf3whQbt9aLJ57wpp6q7rVuZLFr98DWZHvSikx/DRN6/lk4m2Z+9QgsfPBORXUREuXV1ZOjpSW+zskTK+Xw+ud2/RQtePRUpT6quIL1rJ+lcguhY2B7xngzunqDk2m7rMam2jIwfHf2p5fCfgMOQLkHuDSAJwE0A8tRToNcDSAHgD8Ciq3w2gJvf8S0BcLHrdz2APQDiu84x+dm1ermvNV3nxvc16E/r4v6myWEb6Y/Ek1TPEjWxi9uqaP9Xb3IN+pOmhe2j8JpUkfro2hxa9OU82fvvoumhpyixXjAgmVw2PS6MIfcPp8nSdx8tCLtK2c2VRETUxOqgc+mhZPvmJJm8OERrvjymmk6Ba4PH59PrglQa6XOJDB4eoQUf71NybbmwY0PK8mmC723S8z5O49/copCyfOHAKG1poq0h78n4xmnSu3aSFvo9off5WUJX1Tcqa2mmU1HhZHvzMulfOE2u927S9cQ4qu9op39SC5NJN+PjacT162To6Unud+7Q26ysHoPx2/1FFhbTyqevyPiYFw0+dZ7+/hhCbaye7o3Cugb648U7Mj3oRXYnLpF3dEKvwJNTVUu/PnhD5nu8aPTJG/QpI68HDxFRVnkNrbz6nCy2etHkk94Um1fagyc0NZ8mH7pNVpu86LfrPtTY1g1ekelFNPOAN9ms86IN51+KuAbiMopp/r67ZLfck9adeEbVDS3EZHFo97m3NHyRJ525H0J8Pp9Co3PIdcEZmvPrDaqsaaaGxjZau+U+jZx6kt74JxMRkX/gVxo9/gT9uvkedXSwiM/n06ljb2mMy2F6+yZB0D/FdTR73ClaPPUc1dcKxkXAq3gab7mHrp96L7yvSwd9aILpDooJ6ek64PP5dHT9HZowYDPFBKX12mZcDpcm9VlPd/5+3Ws9EVFdZSNN7vcr7Z17nlK+ZBGb1ROgez+viSbqbqarf70UlrGYbJo3/CDtWnZDCHJ8Pp82zr9Myyacptbm7v7wOuxLHg5/U2pSsbAsM6Ocxo48TCeO+BKn6/y2NiYtXnaNZs27SMXFAjBtae2kXzbeJpcpJ8nrykdidt0zn8+ndyGpNH7pBXKd70WPfeOE45jN4dKtV1E04pczNG7tJQqNyxWeExSXTTN33iK75Z605vhTqmsSjI2mtk7yevGZhm88Rw6/nSPvwDjhvSYXlNPSs0/IapMXTT18h3IrugX+h6855LD3EjnsvUQJBWXC8ojcInI+epVsDpynj+m5wnIOj0cH3gWR6UEvuvg5SqSd78cnkfExLwrOzRcpz/kBOCRXVZL+hdP0KC1FWMbn82nB2ydkc/cCtX73rn5zJx2P73YndXDY5P72Kjm9Pv8/Bgc7AFwAw7uOzwH4+x88SgAUun5PBJBL/w4ObQC2dP2eCYHb6ofX+tnH1taW2Dw2rY07RFPCfqPsliLqjXxKI8g16E+6mOPTo47P59Pn6gyaHHKcfom4KFLH5nHoeVEcjQ48SSMDjlFuS7cm1cLupMuZ4WT1+hhNCLxM9cxugcTiculuVhzZvTxDBg+P0G/hr6iopYGIBADik59OLi+ukp73cVoY+JhS6yqF59a0t9GFhEhyfHCF9K6dJNt7F+l4zGcqam4QuTcml0M+WRk06/kj0r9wmkwvnaFNAX4UVVrSQ/izuVx6k5FBE+/eJUNPT1r64gUVNohe73vKqamlHX6BZHr8DLlfu0NpldW98mVUVtOKBy/J9KAXrXzwiuraegIUEVFMfglNv3CPzPd40c7n/tTc0dPa4PP5FJyWR+OPCuIRx9+E9LA2WBwO3fkUR3Z/nqOZx+4K4w3fnvFhUAI5/naepu+/QxX13bERDpdHz4KSaOS68zRjxy1q7WASj8en03eDaPgiT/IJFvjIU7PLyX3JOVq+7R4xmWzqZLJp28EXNGraKYpPFoyt0LAsGj3+BO07+Ip4PD5xOTzate0xubseodgYAfhlpZfRZJej9OsvN4RWxoXDviJadmc7i36ddpamW++l3LRuIfONOjtYtG7sMVpsv58625m9tuvmccdotdNfvYL9N3p0+h1N6rOePDTW0gy9TfTXokvkezOEyvN779NvdHLTPfLQ2USnf38g/P+Xtz6Th8l22jL/MtV2xTriI3Joos0+WupxmrK7nqOxoY0WTz1L44cfoqtnAqmzk01ERDevBdMYl8O0etl1ys4SaLN5+dU0deZZcp94ih48iiQOh0sdnSw6dz2IXKacpLVb7lNNXYvwvuoa2mjH8dfkNOsUHb8SKAQaIqL80lpatvcBOSz2pIfv4oXtwuFw6VlQEjmtPkv7rncDNBFReV0zbbzwimzXn6Hqxu7xxOfzKfhrHjluu0h/Pfogck5pfRPZ77lAfz0XLa9paSObA+dp14sAkfI2FotMD3rRHl9R/uiiEjI+5kVPkr6KlJ8KDydDT09KqeyWCywul6Y+vU/W1y9S03fWulfcF9K7dpLupiUIy3Kb6mjwwzM0/s0t6uQK3iEen08bwl6S4cMjFFZR8D8Ghz4Air47dgHw7l/OKQKg8S9upSwABl2/GQCaf3atn/2fra0tnct+QJPDNpJfuWggRtgxnE5aEHGY5kccplZOT1fJN3pU+IXs/XdRfmtVj7qi1joaHXiSXANPUEGrqIkeXVNIg18dpckfrwrdTN+olc0kr5RQGvTkJJk+PkYH4z9QfadAgLK4XLqdEUdDHp8jPe/jtDnMl0pbuy0fLo9HQcV5tDLgFRlcP0V6107SIr+n9C4/i1j/cL1k1dXSgc9BZHX9Qpc1cYt8szN7CA0uj0d3ExPJ6sIFGnj2LJ2PjOw1yC18tuJSGnHxOpmfPEd3YhN+aHE8jEumwYfP0QjPqxSR3ztAszhcOv8xggbvO0NuJ65TRG7vfO0sNh1+FSSwIk7coa/FlT14orOLafjWCzTp0C0qqxO1FpPyysjlj0s0YdcNKqoSBcCErFIatsKL9lx7R3w+n7g8Hm089pxGLjtLOcWCZIPwuDxymnWKjlz0Jz6fT+3tLFq84RZNXnSBqmoEgPP0eQy5uh+nG7cFY669nUlrll+nKeNPUn6eQOhGhmXR+OGHaP+WJ8Tl8ojL4dKedd40Ycg+iusKRtdVNdMvo47SAqe/qapUNDBPRJQWm08eOpvozvG3vbZV0LNo8tBYS7EfU3ut/0ZtLR0U8S6Jzm99SMts95CHxlry0FhLy+z20IVtDynyfRK1t4oCNpfLo/ue72nCgM20dvRRKs4R9EOwbyJNt95Lc4cdFAbV05OLabH7SZo8dD+9eRRFfD6f2lqZdO6YH7nbH6SlM85TcnwhERFFhGfT3Olnyd31CF2/EkRMJpvqG9ror0OvydX9OK1ef4dy8wTvYGhENo2bc4am/XKJvqZ3W5M8Hp+uPQoXBqvbvgPPThabdp3zpeGLPOnknU/E5fGEdZdffiG75Z6UnCMKxsXVjWSzzotuB8T0aLtN131oyuE7Pcpd/rpCB1+Iuv1qWtrIfI8X3Y1IECl/nZJOpge9KK64+3/5fD7Nu/+ERly4JqIEZdXUkOmZM7QtQBRgjn4JJf0Lpykgr9ut55ObTnrXTtLWkPfCd7Ohs4NGvrxKtk/OU8l38uR0cggZPDxCNzKiiYj+Z+AgOB/hAMy6fh8AcOof9X3QnRY7DEBJl8CXAFAAwACAVJer6JvL6TiAFdTtSor72bV+dn/6lsY0OWwj3S/069F53+hY+iMaHbSFvjYW/JCHiKiO2UIOAXvoYlZAr/X5LTU0KuA4jflwkkraRF/k8Ko8oZtpbcRjSv0HSFS1t9Cu6Hdk9OgoWT47TZfTIqiTI9CmmllMOpEQSqb3T5PJvVO0P/oD5TaJxhwqWlvoXEIEOT28KrQmjkWHUmGTqPDrYLPpRWYaTXpyj/QvnKalb15QSbOo8CQiqm5tpU1+fmTo6Umjb92iL0W9C2oiovr2Dlrz3IeMj3nRmuc+VN/eO8BmVtXQhEveZHbQi7yCvvSIHXyjr6WVNOmsN5nv8aKDbz5RG7P3rJzI7CIac/gGWW47Q+f8vxCbI3q9lMIKct55icbuu075laLtlVVSTaO3XqEx265SVomohnz9TSTZLfckvy/pRERU19RGEzdcpTlbblNbl5b/TfC8DhS4k4pL62n83LO0+s97xGRxBO4kL39ydT9OAR8EgrmmupnmzjhLC2afp/o6gQbq8zSG3O0P0mVPwZhqb2PS+tkXaIbDIcrv0pyLcqtotu1ftHr8KWpp7Gl5ndp8nyYb/kHlBTU96tgsDi0avJ1+G3OEOtt/nt30jfh8PpXlVdGbG8G0f+FFmq67iTw01tLkvhvo3d2wHvwJnzNpnvVumm66lYJeCVwvJXnVtHaiJ00w3UH3zgYSl8uj5sZ22rvhLo233EM7Vt6iii6wS44vpKUzzpO7/UE6c/QttbV2UmtLJ50+LnDHLV14mb4mC9xPn8OzaMbcCzR6/Am6e/8L8Xh8yi+qofmrr5PbjNNC99438v30lVzmnKYlf9yhqtpuS5HH49P5R59p+CJPuvWq25XTwWTTxD+v0eID90VAg4hoxemnNH3/nR4K0MV3ETRk8xli/UOJctx3iY68DhYp+5xdQOZ7vCiuQNQtuuzeCxp97qbItYNz88n4mBc9Sux2EfH4fJr16BHZXrpE9d/F/D4XF5L+hdO0J+SjsCy+soxMbnjSHN9HQmWRyeXQHP+HZHLvFMVXdwPR64JUMnh4hHZGvxPew/8JcBjS5d//CsAHgCqAdQDWddVvBJDeJfyjATh9d+5ECDKW8gHs+a5cBcA7AKkAogBY/9u1fvRRMdOiCzmPf2hWB1UlkmvQn3Q7v/eUsX/S7/HeNCnkOHH5vF7rs5uryMX/GI37eJrK2xtF6lrYnXQx47NILOJrQ7kIT05TDa0KfUYGD4+Q0+vz9Dw/RThIK9qaaduXd2R87yTpeR+neQGPyLcgQ8RK4PJ4FFycT6sDX5FhlzWx0O8Jvc3L7MF3OzmBLK6eo4FXztLVhFji8Ho+U3hREbndukWGnp602c+PatraevAQCQSKd1wimZ88RyMuXKPoopJe+dpZbNrt+4FMD3rRvFuPe017JSLqZHPo+PtQGrTXi8Z53qL4wp5uFSKilg4m7X4cQBZbvWim530qqWsUqc8uqyG3PVdp1K4rlFEiavEVVtbThF03yOWPS5Sc190PXB6PVh97QiPXnafiLssiIaOEHBd70d4LfgKLgsujP/9+TiPneVJaVypoWFQOuUw5SScuCAQ9h8OlP7Y+IveJp+hrqkAY5GRV0CT3E7Rh9S2hK+WKVwC52x+kV48FGlttVTMtGnOCFo05QbVVgvb5GptPkwftoi3zLxOLyRZ5jvqqJpoxcBvtX3q11zb68jaRJmiuo/0LLhKH3Tsg/4xYTDYlh2fR7tnnaILmOgp+0VN7rqtsoq0zz5GHziY6t+MJMTtY1NnBIs8dT8nDZDvtWHKNGmpbBHGB57E0w+EQTbU/QK/uRRCXy6POTjZdOxtI44cfogWTvITpvgnxBbRo7kUa43KYznv5U3s7k5qbO+jvo77k6n6cdux5Rs3NHdTS2klb/3pOLlNO0qlLgcT+7jljkgvJfck5mrr6CmXni46B/ZfekdMSL/qa093/gdGZZLfck16Fpojw+kSkkc06L0rOF31n/eIyyGqTF+X9QwGx33OBTvqGipRdCY4m8z1e1NrZbclUNreQ2UEvOh8SKSzj8fk0+dZ9Gn3llogS9TAlhQw9PellerqwrLa9nexuXaZxD+8IFcqSliYaevcijXp8nRo6BSDC5/Ppz3A/0vM+Tj753efH1ZSQ2ePjtPDTAxEZ8T8Gh/+vfwbbWP1QkFd1NtDkz3toQ9w54vL+s5fmQ0UK2fvvopi63B/yZDRVkJP/EZrwyYsqO3pq5S3sTrqUEUZ2XSCx+stjSqkXHXDRVUU0zf82GTw8Qh7vrotkNtV2tNHlr1Hk/OIK6XkfJ9sn5+lEQqiIiUhEVNXWShcSIoXWxNC7F+loVAgVfGdNlLc00yq/16R/4TRNeHyXkqt6umiYHA6djYiggWfPkvXFi3QvKamHVvWN0iqryf3aHTI55kVnPkf0CjhERH6pWWRz7CLZnbhEARk5vfIQEcUVlJL76Zs0aK8XnfL/TMxeMpqIiIJS88hx3yVyO3SN8qpEX9Ki6gYa/9cNctp+kRLyREGmor6Zpu2/TY6bzlNURrd1VFnfQqM3XqQlBx4ILZLbPtE0fJEnvfwk0E6bWzpo9vrrNG31FapvFIDm9Xth5DLlJPkGdPE0d9DiZddo2uxzVF7RSEQCt8nYkYfprz3PBTEJLo8ObHtK44YdpIhQQYAxP7uSZjgcovWzL1Bblzsn1C+ZPEy205FN94n3j3Z9eS2YPHQ2UfQP3Ed+dz6Th8ZaOrXhTo9z/1NidrBox3Qvmqi9nqL+oaETCQLgt4/5kofOJtow7oQwkynwRSxNs9xDC5z+ppRoQcylprKJ9v16j8Zb7qHNi65SUZerLTOtjFbNu0zu9gfp2L5X1NTYTh0dLLp0LpDGjjxMC2afp9gYwbvw5m0ijZ1wkuYvvkI5uVXE5fLoqvdncplyktZve0C19d3xgbyiGpqx9iqNWXSWIhK6g7ut7Uya/vsNmvH7TaHric/n0+pjT2jsb5epua3bldbWySLHTefp0APRuEBqUSVZbfKiT8miMsFm5zny9BO1tH576EseXrdFyq59iSXTg15UXN8oLPNNzyTjY170Jq07GaGmrY2sL16kRc+6s5d4fD4tffOCzC6fpaw6gTu7hcUk92e3yfLOOcr7bn7U5a9RpOd9nLySuuedFLc2kO0LL3LzvUKNzG4QCa7I/u8Hh2+T4P5JXD6PNiVcpAmhu6is/T9P4+vkssnt40H6K+XZT/m+NpSSw/vDNDnoLNV0tvTK08pm0uXMcLL3PUUmLw7RyvBHlFwv6nP0K0qnUW8EmU2LPj2k1Ppu4c3rym5aFfSSDO6eIH3v47Ts4zP6WJIrIry5PB6FlhTQ2sDXQmti/tsnFFNRKvwf/7wcGn77KhlcOE0HPgeJZDV8o4KGBlry/DkZenrStAcPKLWqZ+yFSBBc2/Y2gIyPedH8+0+oorn35y+ub6RZNx6S6UEv2vv2Q69ZT0REbUwW/eXzkcz3CFIB08p6/9/siloaeeAqOf91hdJLRXkqG1poyuE7NGzLeZFUVyKiuuY2mnf4Pg3beI4+JXYDVVB8Dtkt96RzTwVxAx6PT5uPvyCXZWcpq1AgzLLzq8h1wRn6df8T4nB5Aoti/zMaPcOT0rMEgF9SWk9TZp6lpStvUGtXmuaLpzE0xuUwXetKRe3sZNPGZTdosvMRykoXjIG4Lzk0Ycg+2rHqFrG7QPHFTUHA9/pR0RgDh82l1W5HaJnTQWJ1iloW3+jhaT/y0FhL1/c9/2mA+mfU3tpJm8cdoyn9f6XEzz2zqIiIYj6l0WyLnTRj4DYKe5tIREQFWRW0atwpmmi2gx5d+kRcDlcghPySaY7LEZo8dD89vBZMHDaX2Gwu3b0WQh4Of9Pscaco5EMa8fl8SvtaSssXXaExLoKMpubmDkrPKKc5Cy6R+8RT9D5AoOkHhWeS++wzNGPpZWEfEBHV1LfS8m33yHnOaXoVkCQsT84uI8fFXnTgSncgOqu4moat8KLTD0XdQvu9A8j594vUwepu45YOJllt8qJbH2NFeK22C9yd39OYUzdpy5N3wmM+n08TL3vT/NtPhGVsLpfGXL1Nk2/eE8nw+83PjwaePUsF3yWK3EyKJ/0Lp+n+V8HzcHg8+uX9czK6fpq+lHUrO/5FWaTnfZx++/xG2PfNrE4a53eNhjz3pPzmboXqZnYkmbw49H8vODwo/ESuQX9SQEVcr/U/oyOpr2jkh7+ondN7hsg3SqwvomHv/qbpwedFMpX+Sa1sJl35DiRWhD+kpLpunySLy6U7WbE09IUXGTw8QhvCXlJ0VZHIC17e1kyeSWFk//Qi6XkfJ8fnl+hc8heqbhedhVzd3koXE6PIoSvTaefnAGpiCrSjZiaT9oV+IoMLp8nxzlUKzO9pHfH5fHqTmUnDrlwhYy8vOhQcTJ3s3oWRT2oGWXteINszl+hDdu+WFovLpZMfw8jsoBeNPneT4op6pqh+o7DsQhp1/BpZ7jtLF4Mie41ZFNc2kvuRmzR870WRNEIiorqWdppz4j4N/eMsfUwStVaa2zpp6cnHZLv+DPlGdqeGHrv7keyWe1JUaiERETU0t9Pkjddo1h83qbVL03wfkkZOs07RBe8QIiJqau6guauu0bRfLgkD1IlJRTTG4yRt3SkIPvP5fDrn6U9jXA6Tn69AgDbUtdKSaedozvjTVFEmEAAffBJovOUeOr7jKfF4gvOu/P2GPEy202vvbg2QiCgxLIs8dDbRo7O9x8T4fD5d3vmEPDTW0tNzvfP8J9TS0EbrXA7SdN1NlBnfe5yuuqyefp/qRR46m+jyvhfEYnKovZVJx/98RB4m2+m3GeepoCum0ljXSke3PaHxlnto/ewLwtniBblV9OsvN8jd/iDt3/KE6mpaiMXk0K3rweTueoQWzD5PWZnl1NjYTn9uf0yu7sfplJc/sVgcyi2opjkrr9HoGZ7k96E706e9g0Vbj7wU9NfdEOHs6+svImj4Ik8KjOgGvGP3PtHwlV6UV9atPMZll5DNOi96F5Mh8rxue67SvoeBIm1tsdWLLgZ2u4oa2zvIfI8X3Qzrljmp5VVketCLnsR3u7AeJ6WQ8TEvCvoufTWkoIAMPT3pfFR3fCS1uopMLnnRmnc+QllwMiaM9K6dpEcZ3Zbd17pKMrt/mqa/uyfMTOLweLQ0+DGZPDpGEZWFQt5P5Vlk+uIQbYp6/n8nOGQ2F9OY4K10MPXe/5YGldRQSPb+u+hdWeK/8sbWFpC93yGaFXqRmli9p3F+o1Y2k65mfRGCxPKwB5T4HUg0szrpZFIIWT/zJIOHR2ic3zW6mxVHzaxu05fN45J/URYtDnxCet7HyejuSVoX8orCy0Unw7WzWXQkKoQMr58i23sX6U1uhrAtEivLafxDb9K/cJrWvvOhytaemn9zZyft//SJDD09aby3N2XX9m59FdY30PQ7D8j4mBf9FRj0w8ynuKJSGnP+Fpkd9KLjgZ9/yNfU0Unbnr0n8z1eNPvSA8qtruvBU9HYQpNO3CHbXefpS1ah6H23d9IvZx7TkM1nyCdadH5AB5NN686+ILsNZ4R+5U4mm+bs8aZxm69QfdfkqaSsMnJa4kW7zvkK2+z0jY/kNOsUfeoSLgXFtTR+7llascmb2ruC2H7vk8nV/TiduyhwS3A5PNq1VZDiGh8rEATFhbU0Y/QJWjn3ErV0zQt4fCNUMAfitCAuxuXy6NCGuzTBdAeFB4imOB5ee5umGW/pNbOJiIjH49HxNTfJQ2MtBdz/0ivPf0L1lU203G4vzTb+gwrSegd0NotD1w68Ig+dTbRp0mmqLK4TpIW/S6Z5ww/SJPOddO9soHBuRURQOi0YfZwmDNlHt84GEovJJi6HR8/uR9Ak5yM03e04vfdJJD6fT5kZ5bRg9nnyGH2M/HwTicPh0vVboeTqfpzW/upNlVVN1NTcQb/vfSKcD/EtpZXD5Qn7a/cpH2KxOcTh8mjVgUc0ZvVFqugKXDe2dtDojRdp/cluS4vH49PkPTdp7ZnnIs+6/NxT+uWMqPZvsdWLrn6KFpZF5BaR+R4viszrntvxt38wDT58jpq6Urc72RwaceEazb3XHSftYLNp5I0b5H7njvC9aGOxyPXeLXK4fVU4GTWirIj0r52k7aHd8dPKthYa9vQiOT2/TDUd3QrqgbhAMnh4hJ7kJgnL0hsryfr1MZoZdJM6OOz/+8Chg8OkxZFHae6XQ9TC/rmw/hHx+XyaFnqSfo299R/xR9bkkq3fQZr7+TJlNv37OjZtHBZdz4qgYb6nyeTFIVoW9oDia7sDvB0cNj3LS6apXTEJi6cnaXfMO0pv+EfAtbmBjsQFC1NhXV9do+tpMcIAFRFRWm0VTXl1j/SunaRf3j+nkuZGIhIM7svx0WR2+SwNvnqe7qYk9hpnCCssJPsrV8j87Fl6mJLSK9iyuFw6+imUjI950eSb9yi3tqdAJxIM+P1+n8j0oBdNvOxNqeW9u4+IiALTcsjpyBWy/usc3QqP63Fvda3tNNPzPlnvOEsfvopaCe1MNq259IKsNnnRgxDRlMKWDiZN2nOTJu6+SS3tghc2t7SGnFafpU1eL4Wa5l3fGBq+yJOeBQoUBDabS2t3P6Qxi85SfokAKKPjC2jUtFO08+9XwjWXLl8LIlf34/TKR7DuTVsbk1Yvu05TPE5RQde8gpSEQprg+DdtXedNbLbA/XLp6Fsab7mHXt4TCHRmJ5v+mHuRpljsprSuFFAigcY+zXgL/b3mx2OTzeLQnjnnaKLWOvri9+8Kzo+oqriWFlnuoAXm26gs78d99eV9Ms0atINmW+ygqEABmDXVt9GJLY/Jw2Q7rZ3oSVnJgvHd0txBnvtf0njLPbRi8hlKTRA8W1lxHf255g652x+k7b/eo4qyBmpqbKftfz6iMS6H6dSxt8Rksik8IocmTfOiqTPPUmxcAXG4PLp4K5hcppykjTsfUUNXbIjP59Nj3zhymnWKzt4WuI7Kq5vIbeUFWnPwiXDW87OgJLJb7klB8d1j6JpfFA1d70Xldd3JFAcef6BRu64IjztYbLLY6kU3g7tdTTc+x5L5Hi8hELC5XBp+6gptet7tIrwRHUfGx7wourgbcI9//kyGnp4UU9pdtvWjPxlcOE1RZYJ2q+9sJ/v7l2j005vU3rVGWzubRRN975DFQy/KaujOZLubHUcGD4/Q4YTuzKbqjhZyeXeWXN6dpeoOgTL4fx04nMp4Sm5BWyipofeZuP8pXcv5SMP8d1NVZ9N/xP+5Kosc3x8mS999tDbKm2Jq8//VamnjsOhGVgQNfysAiaVh9ymutliEJ6WugrZH+dHAJyfI4OERmhngTa8KvhKT2615d3I59Do/jWa9v0963sfJ5N4p+j3sLeV1pcNyeTy6nRpPg26fIbObXnQ1OUYYSC5qaqTFPs9J/8Jpmv7sIWXU9kyXrG1ro6UvXpChpyf96usrMgHnewrJKyD7s1fI8vR5epac+sPnD8stJGevazTo77N0IbR39xGRYDG/b7OrF11/QsX/yFRqau+khRcek+W2M+QTly5Sx+Jw6PebgmUQrvhHidxLSn4F2W04Qztu+AnLn34SCImHgQIw4fH49MfJVzTilzOUkS+IA9XUt9LklZdo3m83u2MLbxPIZcpJunw7RNDWXB7t3veCRo8/QTFd1kJ1VTPNnX6WFs65QA1dQdRP/l/J3f4gndj/Wpgd9fefj2i85R4KeS9wQTTVt9HKcSdpjv0BKs3v7pdH5wLJQ2cTJYaJzp79njrbmPS7x3Ga0v9XSvnyY75/o5KcSpprtoV+GbKLasp6t1aIiMoLa2njhJPkobOJrh98JYyLxARn0CLnwzTRbAddP/aWOrusrITIXFoy/hR5WO2lS0ffUke7YFKi7/M4mjrqGE12OUpvX8YTh8MVLlGydsUNqihvpNKyelq++ia5jTtO9x5EEI/Hp8CQdBozy4tmLr9CWbndcTvPm5/IadYpik4SuMfeh6cL0ltfC9w3HC6PFuy7S1O23qDOrjhDeV0T2azzouvvul083kFxZLXJi5q6AtitnUyy2OpF3qHdi9/98diP3E/fFB4HZeWR6UEvCs4WjIOWTibZnblMy590zzrPrKkhEy8v2hnY7bJ6k51B+hdOk2e0QFHg8/m00v8lmdzwpLRaAUjz+Hxa3RWLDC7tlnWfy/PJ+NFRWhnyVKhQdXLZNDPoJlm/Pkbpjd1t838NOHD5PPpUmUCuQX/S9bzugND/LpW215G9/y7yzg/9j89pZnfQzZzP5Bp4QrjkxofytH8FiXYOi25mR5LDW08yeXGIFoZ607vSNJEsrCZWB93KjBGuAjv0hRcdTfxEJa2NItfKbKihfVEfyOKhF5ncO0Vnk78I09fKW5tpZcAr0rt2kjxe3KHk6u51oV5nZdDQG5fI+JIXHY/4LEyZ+0Y8Pp+uxsaS6Zkz5Hz9OsWXi2ZffaOqllZa8ug5GR/zos0+ftTS2Xvcpqmjk7a8ek+mB71oxvUHlFvTu7XB5/PJJzGdhv19iWwOnKfgTFHQb2eyhMtuPPqSJFLH4fJoz31/strkRadehYr0w833MWSzzot8ItKE//PnOR9yWHWGsooEGn5TSwdN3XSdZvx+U7jqZ1J6CbnMOU07jr8mHo9PfD6fPK98IJcpJ+ltoECod3SwaOXa2zRpmhcVdq1plN2V4vrrmtvCFNcHNz+Tu/1Bun0piIgEKaVbl92gSTb7Kakr66eiuI7mOxyipW7HqL5GoPGxOtm0fMQhWu165KfLYbQ0tNGaEQdohv5myk0p/iHfv1FucjHNNNhMqxz2U2NN76nJ3+7r4u5n5KGziVa7HqH0OIFAbmvpoPP7XpKHyXZaMfYEpcQIhGVHO5MuHXtLHlZ7acn4U5QQKYhbVVc20c6N94Xg2dnJpsgv2TR1wimaPvE0RUfmUkcHiw4fE6S77tr7nFpaOikrr4pmr7hKY2Z6kn+QIKuLyWTT4j/u0JSVl6mhqZ34fD7tu+hHTku8KDVXMIbjs0rIbrknXX/THT9Yc+Y5Tdl7S2hJhnzNI6tNXpRS2BVHaesgi61e9CC82zIb53mLNj/yFR7/9uwtOZy6IlR+zoZFkPExL0qr7BbwMx8+JLvLl6mxy3VU3NRIltfO06znj4QKnHdqAuldO0m3U7uB6Fh8COl5H6fbGd3xjZymGrJ8dpomvLtBrWym8D82Rb8g0xeH6GN5t5LA4/N+Cg7/2Wa1/x+namYjlkafwITQnTic8RBmigOwzGDcf3w+EaGB1YaE+gI8L47CifQ3WBtzHSuirgAA4urz/+NrKUnKYqauLX43d4eqlDzSmsqxJeEpPldn//Q8OQkprDR1RLDHb1hh4oC4uhL8HvMKL4qShTzKUrJYMXAYPk1ei/ujF0BJUgY3MmMw9+M9kWsNVNXEIQd3BE1fBQ1ZOZxJ/oLneakAgH4KSrgxbjp2Dx+FzPpaLPV/AR6fDwaDgelm5vi4aBkGKCnjamIcvFOSRK4rxmBg+dChmG9piYrWVqz39QWfeq7qq62ogGMTx0FHWQnvMnNwPSau97aSkcZCO2uYaqkjvbIG65+86ZWPwWDAyVgPM4YOApPDxc4XgeDx+cJ6WSlJLHaxgYSYGI74hKCupV1YJyEuhvkuQ6AoK437oYlILqwQ1s0dZQUFWWlc9o0Q/s+ySfbg8vi45RctaHNFWcwbPxQVtc14EyJowyGDBmDeFDuEx+UhOaMUDAYDm1aPgbWFDs7fCAafT5CVlcLRQ7MgLiGOazdDAQCmZn2xa980ZGVWwM83EQCwcIULJkyzwWPvLyjMq4aUtCT+OrcI/fXUcXrvSwBAX111HLy+HI21rbh/7gMAQEpGEqv3TUdpXjWiP6b12m4AoKgqj8PPNkFSWgIXtz/+Id+/kbG1Lg4+2oja8gasdjqA+yfeorm+rQeflIwkfj0yB4fvrwOrk41ts88jLiQD8oqy+O3QTBy/twZ8PmHnkuuIDsqArJw0NuycjNPeqyAlJYHda70R6v8VWn2UceTcIixZPQpBAV9x/tg7OI4wxZUbK6GlrYR9u56hsqIRu3dMxqaN7ohLKMTxU+9gZqSNG15LYDGwH46e9UdKehmkpSVxYPMktLYzcfNpBBgMBrYvHwtNNUWc8g4GANiaDcBYe1PcfR+H9k42AGCK4yCU1TUjtbASAKCvLdjEKq+yHgDwbeTz+IJfbC4PpQ3NMOza74SI8Dm3EO4DjYV7qzxOSsVoY0NYdK3AGl1aiuSqKmx3cYFK17a/lxNiweXzcXbcJEiIiYFPhOOxYRipo49lFkMBACWtTbiaFoP5JlZYNrB718ATSSHg8fm4MWoOFCQFq+HG1hbDvywDK0wcMbafmZB3c9zPx4PET2v/f0IEQE9eG04aFtCR04CLphUkxXo+WieXjdKOOhS316Gkow4l7d2fVi5TyKcgIQNDBS24alvAQEELzpq979/azmWhuK0eJe2CT3F7A3JbqpHdUgUCQVFSBmP7DoKTpjFGaBn/8P4bWR2IrStGVE0RomsLUdBaD3EGA/MMbDFJx6IHf3ZzLa5mRKG4rREGimr4y7YnEGY11mJ/9AdUtLfCfYAJJukLBgUR4WFmCs4mREJRShoHR4wRbkda2daKHUGBKGxqhMsAPcwy7/5vFpeL52lpuBYXh4rWVlhoaeHPESN6bE9a0tSE61FxeJWaAQIw28oCi4cOEeVpaIJvaibefM1ESWMzZCUlMNVyIBbZi/IxOVwEZ+bjTXIGInKLwSeCRT8t/DraEeJiYiAixOSV4tKHKCQVVaCPiiLWuztAQ0mwhHhmWQ2u+Efhc1oBlOVksGnyCFjpCzY5qW9px28XfcBkcbBzvpuAv6gaW86/gYqCLJZNHAYA+BiVhctPw2Gsq4EJzoMAAJ1MNkKiBPtQW5gIrichLgYpKQloaykJt5TU0lKCvJwUZGUkhc80zEEwDlhMDgABII2bMgT+b5JQX9cGA2NtKCjJYrjrQLy+FyE8z9RSB/30NNDa1CEsMxwk2ACJ2c7q0f/fk5yiDJjtLJha/+e7wfVGgx2McdpvGx55vsOj0+/w8vJHeCx2xqwNY6HZX3T3P1tXc1z+uBPb55zHsQ3e8Hz1OwzM+8HawQhX3v6B7Yuv4eTWx/B8sgEGZn1hYaOHS89+xa61d+C1/xX66arD1KI/lqweBRaTg+cPIjF7sSMMTbRx6uxiLJ57EY/uR2LvgRmYMXUoWlo64X3vC0pK66E7QB0n98/CrBVX8fJtAqwtdGCkpwlXB1MERWbj9+WjoSAnjXnjbXDu4WeUVjViQB9VzB5tjU9xOYhJL8JoO1OMsjSEuBgDEelFsDbqB10NFajIyyCpoBwzHQdDRU4GagpyyCyvAQBISYijj5ICShuahX2roSCHFmZ3/6jJyQpcNl2k0LWNqIpM9zL1kmJikJGQEC7HzwDAIz7M1TSFy6TLSgjGlJmqpshy7raaOgiuyEMnlyMss1brj35yygivzsOffDdIigmA6pjNLFzE4h/2938FOPSRUcUhy2UABLu+VTGbkNZUKgCBLiAobq9DDbNZ5DxtGWXoyWtifD9r6MppQF9BC4YKWtCUVhI2eAeXjdL2BnyoSP8OBOpR0t6Aepao5qQlowQDBQ38auYGB00jWKj0hzijp3HWxmEhrq4E0bVFiK4pRFZzNQiAvIQU7DR0MUffBmP6mkJfUXTHtdrONpz5GoZnBSlQlJTGflt3LDIZKuxsAGhkdsIrORwPc5KhJCWN0yMmYpbRYDAYDFS1t2L75wCElRXBpb8eTozyQD8FJRARfHIy8dfnYHD5PBx2HYuFFlZgMBhgcjh4+PUrbsbHo6a9HTZ9++LQmDFwNTAQGZR5dfW4FhWHtxlZEBMTw9whllg93E64DWkLk4n36Tl48zUTiaUVYABwMBiAX0c6wN3cWLjXLp9PSCguh29yJgLTctDGYqOPsiJWjbTH1CHmMOzagjQ2vxSXAqOQUFgObWUF7J0xGjOHWUBKQgLZ5bW44h+FkNR8KMpK49eJTlg4aggUuvbNzq+owx9XfVHX3I4z66dixGADxKQXY/tFXygryOLCllnQ66OK5x+S4HU/BEPM+uPkH9OgKC94ga8/jkBlTQsuHZoPaWnBS8picZCSXoap462FbcJmc1FV3Qz3sd0gy+FwAUC4pzQAyHSBB7NLYwUAKSkJcDg88Pl8iHWBt5gYAzxet8X0n1KkXxLYTA7cZg//Xz73n2RspYv9d9ejOLsCz89/gN/tUPjdDsXo2cMxZ9N4DDDp3jNEXlEGB+6swe+TPXFg+XWc8f0TalpKkJGTwv7Lv2Dz7As4uP4uzr7YCBU1BUjLSGK/10JsWngFBzc/wPlH66GupYR5S0fgvU8i7lwJxt9eC6CkJIupM+zw9FEklq4YiQG66pg6aQgePo7CK58E/P7bOEhLS2LSWEs8exOPmrpWaGkowt3FHB/CMxGTUgRnOyO42pvg3MPPCInLxS9ThsHauD+U5KURllKA0XamUJSTgaVBX0RmFGHDVCeIiTFgY9gfifnlAATCf4heX6SUVAqfeVB/baRXVAuPzbQ1kVNTJzw21dRAcnk3v56KCgCguKlJWNZHQRGNTCaYXA5kJCTBYDCgKi2LRla3AqshIwcFSSkUtTSK9M9sQyucTQ3D47wk7LN1ByAAkj1W4/Br9HM8zI/HMhPBOFCQlMHP6L8CHOpYrdiaeB+l7XUo7WgAl3jCOkUJGejJa8JWzRB68hrQldeArpwGdOXVISMuEEgcPhcl7Q0obqvHu7JUEUughtki8l8a0grQlVfHSC1T6MqrQVdeHXoK6hggpwZZiZ6biQMAk8dBUn1ZFxgU4WtjOXhEkBITx1D1Adg8yBWOWgYYrNpXRNALz+dycDs7DlfSI8HicbHU1A6/DXaGinT35jkcPg8Ps5NxJvkL2jgs/GI2FL8PGQEVaYGm8jo3HX9FBIHD5+PvEWOxeNAQMBgM1Hd2YG/IJwQU5MKubz+cHjsBesoqAICvVVXYGhCA/IYGOA4YAK8JE+AwYIAIKGRW1+JKVAwCsnIhIymBpXY2WDHMVrhvbguTiTtRibgbk4R2NhvGmmrYMsYZUy0Hos93WyMW1TXCNzkTvsmZqGhqgZyUJMZZmGCazSDY6+tATEywAXxcfhkuf4xCXH4ZNJXksXu6G2YNGwxpSQnkVtThin8Ugr7mQVFWGusnOGLRKBsoygpAIau0BrcDYhGUlAslORlc+302LA364mNsNvbf8IdeH1Vc+HMWNFTkcf1FBG77xGCkrREO/ToRMl2bt6RlV+D5+wTM9BiCIYN0hPf/NaMcbDYXw4bqC8vKKxpBBAzQ6QZ5DlswNiWluvtZVk4wbpid3dret3ouhwcpaQE4iEuIgf+/AQ4hr+LQR18DA+0M/pfP/RHpmfXD1kvLsGTnFLy6/AmBD7/g09NoOE60xtzNHjCz0QcAaPZVwYE7a7Bt9nkcWnkTx59thIysFDT6KGP/paXYvvgqjmx8gKPeqyApJQEVdQUcuLAEfy65joO/P8Sp26ugqCSLub844falYKSnlMDCWhez5g7D6xexePwgEtt3T4GqqjzGjB6EwA9pWLlsJBQVZTBtwhA88YnD28AUrFzkjGFWelBWlMXH8Ew42xmhr4YSBhlqI7QLHCTExeBkaYCIlELw+HyIi4nBaZA+Lr+NRENLB9SU5GBnrIOQ1HxUN7VCW0UR1np9EZyej4a2DqgpyGFwP20EZ+ajjcmCgow0zLQ0EJJTABaXC2kJCZhpauBdZjZaWSwoSktDWUYGKjIyKPoeHOQF7051e7vwXVSVkUEjs1PIw2AwYKCkhoKWBpF+0ZRVwDgdM7wqTMU2a1fIdFkYY/uZwUXbCOcyQjFRZxC0ZHtuS/pP+q8Ahw4uC6Ud9dCV14SLljl05TWgJ68JXXl1qEjKC4UZi8dBcXs98ltr8bEiA/lttShorUVJez241P3SqUrJQ09eDQ4ahkLhryuvDl15NchLSP/oNoTE4fOQ2liB6JoiRNcWIbG+FGw+D+IMBqxU+2ON2Qg4aOrDRl0HMuKSP7wOEcGvOAMnU0JR3t4Mdx1T7BjiBkMlUYsivKIQh2KDkNtcD+e+ethvPwamqoI9a+s7O7An/AMCinJhq90Pp10nwkBZsNfth4Jc7A75iFYWGzudRmLVEFuIi4mBzePhUnQ0rsTGQlNeHt4zZ8JFX1/kP1MqqnA5MgbBeQWQl5LCOsdhWGpvA3U5OQBAG4uN+7FJuB2VgBYmC+PNTbB6hB0G99UW9kdTBxMBqdl4k5yJlNJKiDEYcDLWxeaxThgzyBhyXQK5rrUdfolZ8IlLR151PTQU5bBj6ijMcbCCjKQE8irrcC0gGh+Sc6EgI4W144djsetQKHXtKJecX45b/rGISC+CgowUlo8fhoVuNlBTksOzoGScfhQMa+P+8Nw0DfKyUjh5Jwivg79iyigL7FjhDglxgXBmc7g4diUAWuqKWLdopEh7xCUXQVJCHNYW3YBRWiZ4cQfodLtcui2H78BBVgAOnR3fWw6CZ2ezuJDqsk7ExMVELIdewj09qKG6GSlhWZj3+4Qf7ibXfT1CwqdU6Jj0RR/9nnse90baA9Sx/tg8LNgyEb43QvD2Vigi3yXDbowFdt9cDVkFGZhYDcD280tweM1teP7xELsuL4WYmBjMrAfgj2NzcOLPx7h0wAebj8wCg8GAoWkf7Dg+B4d+f4Qbp/2xce9UTJ83HD5PY3HrYhA8ry+Dqqo8Jk0dCp9XcViyzAV9+6lg1nQ7BASm4p1/CubPHY5+fVTgaGeEt4Ep+GWuIyQlxeHmaIqAz+no6GRDTlYKrvYmuPz0CyrrWtBXQwkuQ4wQEJ2FtPxKWJv0h5OFAByiMosxabg5bI0F/RufV4ZJduYYoidwK34tqYTrICMM6q8FAMisrIW9gQ5MtTXAJ0JebT0s+mrDtCsekVtbj6E6AregvorKPywHAThUtrUKwUFFWhZNrG5wAAADJVUk1lbgn7TQxAbvSjLxviQLMw0tAQjAZJ/1eEz6dA0n04Jw2n76v/btfwU46Mpr4Knz78LjDi4bRW11+FKdh4K2WuS31qKgrQZl7Y3gd4WRxBli0JFThZGiFkb3MYehoiYMFAQWheIPzC0iQhuHhUZ2BxpZnV3fHd99d6KioxkJdSXo4HHAAGCu0geLjezhoKkPOw1dYZDo3yiprhyHEz4hqb4cg1S1cdJhEhy19UV4iloacTg+GJ9K86CroILrbjPhPsBYKAQCi3KxJ/wDWlgs7Bg2Emus7CEuJoYWFhMHw0LwKjsDFppaeDh9AszUNQAA2XV12BYQgPSaGswYNAj7XV2h9J0/NLakDJcjYxBRVAIVGRlsdnHEEtshUO7i6eRw8Dj+K65HxKGxoxNupobY7OoI8z6Cl4bN5SE8twi+SRkIzS4Eh8eDibY6tnq4YLLVQGgpCV4MDo+HoLQ8+MSlIyyrEDw+wVq3L/6aNQaTh5pDVkoSBVX1uBYYg8CkbMhKSWL1uGFY4moLZXkZEBEiM4pwOyAWibnlUFGQxa9TR2CuqzUUZaVBRLj6OgK33sZg5BAjHFk3EWIMBvZeeNflZrDH+rnOIgLV+0U0isoa4LlnFuRlRa3E2MRCWA7qD1mZ7vLS0m/g0L3xPLvLcpCS+s6t9A0cvncrSUt08XOFZeLiYuBxe7EcfiL0P7+OB59PcJs97Ic83yjwXhjObLgFALBwNMHo+SMwcoY9lNT/XctU0VDEL7umYvZv4+B3+zPuHvHBiXW3se/uOoiLi8HJwwor90zFzcNvcO+kBpbtnAIAcJ08BMW51XhyJRj6Zn0wfakzAMDRzRxTFzjg7ZNoTJ4/HPrG2li0YiQunHyPuMg8DBthgrnzh+OtTwKePorE71snwthICzbWunj9JgFzZtlDXFwMMybaYNvBfETE5sF1hBncnc3h8yEFX+LzMc7FHG5d4BAal4sFE2zhNFgf4uJiCEvOh7VJfwwcoAVVBVlEZhRh0nBzmPbTgKKsNBK6wMFiQB9IiIkhuVgADhb9BIHmtPJq2BvowExL8F7l1NR1gUPXcV2dEBz0VFQQX9Et5L+BQ3Vbt9taVUYWeU31Im2ur6SKt4WZYPG4wq0/AcBBSw8Gimp4nJckBAcA0FdUx2pTR1zO+oJ5+jaw19T7aZ/+V4BDM6cTnhmBKGitQX5rLSo6m4R1Egxx6CmoY6BSX0zsbwUjRS0YKmhCT14dUl0N2sTuRG5zDQpbG5FYVyEU9g0iwl8ABhw+r9d7EGcwoCIlBw0ZeUzXs4ajlj6GaehBVVruX++fyeUgu7kWmY3VyOj6JNaVQ1NGHieGT8JMA0th0BgQxCwufo3C7Yx4SIqJY8fQUVgxyE44QAqaGvB3VAhCSgswSF0LDybNxUA1gSYYXlKEHcGBqGlvx2/2Dtho5wApcXHw+HzcSkjAmchIKEhJ4crUqRhnLAieEhG+FJXgckQM4svKoS4nh+1uLlgwxAoKXfvrsrlcPE1MxbUvsaht64CzoR42uTrCWkegWWVV1uJFQhref81CUwcT6vJyWDjcGlNtzDGwT3dQLbeqDj5x6XibkImG9k5oKMrhF5ehmG5vASNtgdZVVN2Aa4Ex8E/MgoykJFaMsccvo22hIi8LPp8QlJSL2wGxyCypgbaqArbNccV058HCfX15fD5O3A/C68+pmOpsgV1L3cFicbD1rC/iM0qxedEoLJjQnQECALlFNXjgEwuPUYPgYCPqnqlraENBcR3WLRW1JkrLGqCupgA5uW6FoLeYg3QvMYdvbiU2qxscxMTFwOf/r7mVQl7GwthKVyQW0BsVpJbg0p/3MMR1EIa6WeDTk0hc2OyNK1vvw368NcbMd8LwCUMgJdO76/QbySnIYO6m8ZCVl8blnU9wY99zrDs6DwAwc40bygtr8fTSJ/Qz0MS4eQ4AgCWb3VGcW40bx/wwwFATti6C5IlF69zw6W0Sbp/9gEMXl2DCdBu8fBSF25eCYedoDA1NJYyfYIVA/69YvNQZGppKmDXTDnv/eoXwiBy4jhwIuyF60FBTQGBIBlxHmMFqYH9oayjiY3gmxrmYY0AfVZjoaiI4VgAOCnLSGGqqg/DkAvw2ZyTExBhwHKSHyIxi8PkEcTExDDHoh4SuuIOMpATM+mkipVgQR1BXkEMfZUVkdMUd9NRUIC0hjuxqQdyhv7IS5KUkkVPTLej1VFTgm5UldD1pywvAuLK9VcijIi3qVgIAQyU1EASZSyYqGsJyBoOBBcY2OJoUhKymGgxU0RLWrTVzxpuSVBxM9sfrMat/2pf/FeBQz2rD48IYGChowFptAGYqDIWhohaMFDShI68m9OOz+TwUtNYho6kaPsWpyGquQU5LDao7W3tcU0VKFqpSslCVloOOnAosVfsJjqXkoCot9923gEdRUqZH5k5vVNvZhozGamQ21SCjsRpZjdUoaG0QpoQqSEhhoKoW/rAciRUDh0Fesvtl5BPhZX4aTiZ+Rm1nO2YbDcb2oaOgJdfl32ezcCExEndSEyErIYE9Dq5YajEUUuLi6OBwcCzyMx6kpsBIVQ0vZ0+DtbZAYJQ0NWFbYCDiy8sxztgYf48dC40u91BiWQWOBH3G18oqaCsqYN9YV8y1toRMl3Dj8Hh4nZKBy2ExqGxphb1uf5ydNQl2egLzO7e6DheDovAxIw9SEuIYY26EqUMGYYSxntBd09zBhH9yNl7HpSO9rBoS4mJwNTfEdHsLOJvpQ0JckJn0tagST8KT4Z+QLdgAfrQdlo62hZqCHDg8HvxiMnAnIA6FVQ0YoKmC/YvdMWm4OSQlBP3P5xM+J+Xhjl8sMoursWzSMGyYOQKNLZ3449Qr5JXW4a91HsKspG/E5fFx7HIglBRksHmZW48+jU8uAgDYd/nZv1FZeQMGDBDN4um2HLrdSmJiDMjISv4DHLra9x+WA5fTu3LSG5XlVyM3uRirD83+KV9HayeOLLkIBRV57LqzASpaSpi7ZTIKvpYg6EkkQp5FIcovEXJKshg5YxhGz3eCpbOZMFDeG01Z6YqKwhr4XAtGX31NTFszGgwGAxv+no2qkjqc3/kU2gPUYe1kAjExMWw7NQ9b5l/Bsd8f4cyzXzHASAtKKnKYv3IUbp0NREpsAayHGWLpWjcc2/cKoR/SMNrDEvMWOuH9u2Q8exKDDb+5w2GYEfr1U8HL1/FwHTkQ4uJiGDvKHM99E9DU0gEVJTmMHTEQT/wS0NzaCWVFWbgNM8H1F5GoaWiFlpoiRg4xhOfjUJRWN2KAtiqcLPTxPjYLmSXVsNDvAztjHYRnFKKupR0aSvKw1uuL17Fp4PL4kBAXg0U/LaSVC8BBXEwMxprqQnAQYzBgoqGB7NruILWeigoIQGlzM4zV1aEgJQVFKWlU/cNyaGIyQURCRcpASTC2CloaRMABAGYZWuJ0Sige5ybhoP14YbmshCR2dwWnH+T3nmL+jf4rwEFXXh0xE/cKM4OICFWdLchqrsGHihxkN1cjp7kGBa3dsQVJhhiMlDQxXFMfA5W0YKqshX5yylCTloOSpCwkfjLw/xPi8vkobK1HRmMNMhurBZ+mGtQxu3Pw+8srw1xFCxN0zTFIVRvmqlrQkVfpFWQSaspxMPYTvtZXwUazH264zcQQTYFZyuPz8TwnDadiw9HA7MC8gVbYYucMTTlBSmdCZTm2fgpAcXMTVlrbYqvjCMhISIKI8Dg1Fcc+f4YYg4FTHh6YYW4OBoMBFpeLc+FRuBkTj75KijjsMRbTB5tDWkJC+J9vU7NwMSwapY3NGNK/L45OdYejgS4YDAaK6hpxKTgK71OzIS8lhV9HO2CJow2UZGWE50dkF+N1XBqC0/PB5vJg2lcDO6aOwuSh5lCVFwTb61ra4ReXCZ+YdBRWN0BGSgJL3IZi6Wg7qCvKgcXh4kVYCrw/xKOivgXG/TVwbMVEjBlqIgQfLpeHwJhs3H0fi8LKBuhoKePgag9MdByEippmbDrxErWNbTj15zQ4WfcM2j59G4/sgmoc3jIFSoqyPepjk4qgqiwHI30tkfLS0gaMGimaBv1N2H8fcwAEcYfOju6A9Lc4gwg4SIgJU2ABiKRE9kYhL2LBYDAwcrrtD3mICOc23kFFfjVOvN8FFa2u9EkGA0bWejCy1sPKw/OQ8jkDwU8i8fllDALufoZGfzWMnueIMfNHQP+7OMv3tOrgbFSX1OP6vufQ1tOAw3grSEiKY/eV5fhzxlkcXnMbZ978Dh0jbcjKS+Ovq0uxedYFHFjnjbPPN0JRRQ7TFjng7dNo3PAMwPnH6zDK3QJP70Xg7rVQuIwZhL79VDDW3RLvfBOxYLETVFXlMXOaLS5eCUJWdiUGmvXFeNdBePI6DsHhWZg5aSjGOpvj4Zs4hETlYPo4a7jZC8Dhc3we5oyzgcsQI3g+DkV4SgEWjrOFo7keGAwgMqMIFvp9hHGHhPwyjLcxwxC9vngUkYzcqjqY99eCRT9tBGXmo5XJgqKMNMy0NRGWWyhsFzNNdQRm5wkFvb6qwO1Y3NQEY3WBddxHQUHEraQiLQMu8dHGYUNRSmCJ6isJzvtnxhIAqErLYaKuOV4XpWGHjRvkvkuWGdvPDCO1jXE+4/NPx89/BThweDw8L0xCdnMNsltqkNNcgxZOd9pXPzllmCppwa2vKcyUtWCmrAV9BXVIiomDT4Ti1kZkN9cgsbYCfOKDRwQe8cEnAo9ItIwvWtf9W/DdzmUju6kWOc21YPEEL7aUmDhMlDXg2s8I5ipaGKSqjYGqWlCW6ilo/klV7a04kfgZrwvSoS2rgDPOkzHNcJAQQOKqynAwMhhpddWw0+4P7wmzYKkpsAhYPC7OxETiRlI8+iko4tGMuXDoP0Bw3dZW7Pr4EWFFRRihq4vj48ejn6LAnM2orsE2vwDk1NZjnvVg7Bw9Sug+4hMhICMH50OjUFjfiEF9tHBt/jSMMhGktpY1NONySDR8kzMhLSGOVS72WO5sB5Wu4HBJXRN84tPxJj4D1c1tUJaTwezhlphuNwjm/bXAYDDA4fEQkpoPn+g0hGcI4g1DDPrir/nuGG9jCnkZKXQw2bj3MR4PPiWgrqUDg/X7YNtcV4y0NBRqVkw2B77h6XgQEI/K+haY6GjgyNqJGG1nCglxMeSW1OL3E6/A4XJxcddsWJr069H+JRUNuPksEqOGm8DN0axHPZ9PiE8uxjAbfeH8BgBobu5ASytTJBgNAGxOz5gDIIg7MJn/4lYS6z1bqTeDlYgQ8iIWVs6m0Oir2pOhi97dCkHoi2gsOzAbVi69z+cRFxfD0NGDMXT0YGw8uxTR75IQ9CQCL87545nXOxha6mL0PEe4znUUme8gLi6G7VdWYPs0TxxfcxOnfbfC2FoXCspyOOS9Fr9P9cL+pddxxvcPKKspQLu/KvZd+gU7f7mOo5sf4u+bKyAlLYmlv7nj1O4XCPX/itGThmDFhtHY+8dj+L9JxNTZ9liw2AkfA7/i5bNYrFrrhgnjLXHnbjhevo7Hnp1TYGSgBSN9TXwIycDMSUNhoq8JfR01fPySienjrGHQXx0G/dUREpeLOeNs0F9TGUb91RGWnI+F42yhqiiHQbraiEgvwuqJDhioowlZKUkk5JVjvI0ZrLuC0inFlQJw6C+IO2RW1GCY4QCYaWngVXI66traoaEgD1NNDTxNSUNNWzu0FRWE6az/zFgScSvJCGRFE7NTCA7KUjJQl5FD4T8ylr7RAmMb+BSl4W1xBuYZDfluvDCwb8h4TPl07YfjAvgvAYfyjibsT3oPeQkpmClrYZKOBUy7QMBUSQtKUgLB1M5hI7upBjHVpfDOSkBWYw2ym2vQ8d2Ekf+UGBAEtcUYDIgzxCDOYECMIZi8YqykgSUmtjBX1YK5qjaMlNR7TVH9GTG5HNzMiMOl1Gjw+HxstHTEeksHoZupvK0Fx2M+421+FvrKK+L86MmYYjRQKBijy0rxV1gQchrqMX+QJfY4u0JBSgpEhLdZWTgQHAwWj4cDo0djkbU1xBgMcPl8XIuKw8WIaKjJyeLGnOlwNRJo0kSEoOx8nAuNQk5NHUw01XFhzmS4DxQEwKuaW3E1NAavEtIhLsbAEicbrHKxh7qCHHh8Pt4lZeFZ1FckFJZDjMHACDM9bJ8yCm4WhpDqskbyq+rhE50Ov7hMNLR1QENJDkvcbDF9uAUMumanNrczcc0vCk9Ck9HczsQwswE4vHwC7M26U2zbOlh4EZKCxx8T0dDSAUujvti+eDRGWHXPzUjOKsNWrzeQlZbE1X3zYKgjapYDAsF//MoHSEuK489VY3rtp7zCGjQ1d/RwKQkzlf7hVuot5gB8sxxE5zkA/whIS4j9x/McshOLUFlUi3m/e/yQJy+5CFe3P4SduxXmbZn8H11XRk4arnMc4DrHAU01Lfj8KgbBTyJxc+9T3Nr3DNYjzTF6vhOcp9tDXkkWMvLSOPDgV/zucRx/LbqEs4E7oNlfDX101bH/5irsnH8Rh1ffxpFHGyAlLQELW31s+nsmvHY+x/Wjb7Hhr+lwm2iF1/cj4X3+I5zHWsDeyRiDh+ji0a1wuE+yxgBddYxyG4Q3r+Ixd4EDlJRkMcHDCq/fJGLtaldoqCtinNsgXLnzGaXlDRjQXw3uzua4+TQC1XUt0NZQgpu9MbzfxKKhuQNqynJwGWKE+/5xaGlnQkleBg7mevD+EId2JhvyMlIYYtgP8XllAIB+qkrQVJJHcnEF5jtZw6IrYymtoloIDoAgKK2hIA+zb0Hp2jpoKypARUYGStLSPTKWcku64xKqXWnrjSwmBnzXHwZKqijsxXIAADtNHZgoa+BRbpIIOACAnoIaQjw2QQO7f9jX/xXg0F9eBYEev6G/nLJIdkl5ezMCSrMRUVWIr/WVKGlrFE55V5SUhrmqFuYYWmOgqhbMVbShLiMnFPaCb4YIAHwPBP+WFvhvRERo5bDRwOxAPbMDDcwONLA6UM/sRD2zHYEluShra8YEPVPstnXDAEUVAEBxSyMeZCTjfnoyCMDmoU5Ya20POUmB4I8qK8GdlER8LMxHf0Ul3J48A276hgCAtOpqXIiOxqf8fNj07YtTHh4wUFUFESGsoAhnwyKRWlWNSeam+GvcaKjKCuZIhOQU4GJYNNIra6CvrgrPmRMwYZApxMXEUNXcilvh8Xgenwo+EebaW2LNqGHQUlIAj8/H+6QsXP0Ug4KaBuhpqGDzhBGYajsI2sqCOAmTzcWbmHQ8j/iK1OIqSIiJYeRgQ0wfboER5vpC11BWaQ2ef05BQHw2OlkcjLIyxAqPYbA06Cts06LKBrwJT4XP5zS0dbLgMFgPyyYNw1BTHWF/1dS3wvdzGu6/jUUfDSWc2zELfTSUevRNRm4V3nxMQUpmGXb/6gENVYUefchkcfDKT7AMht2Q7swPHo+PLxG5AIAB32nSRITcnCoAovMciAhgiKay8r8tyfCd5cBmcUXA4fu6f1LgwwhISkvAecrQXuvbmztweMlFKKsrYPvNtT+NH/yIVLSUMG2dO6atc0d5XhWCn0Yi6EkkvNbfxM29T3DxyyFo62pArY8yDj7aiC2TTuHAoss493EXJCTFMcjOAH+eXogTv93DlX0vsPnkfACA+0w7FOVU4dXtcBgP7o9xs+yx6s/x2Ln6Dt4+icGspc5Y+eto/LHaG2+exWL+UmcsXOKE0OAMvHkVjyXLXDBzmi1e+STgjW8SVi4fCfeRg3Dtbhg+hGZg5SJnjB0xEDeeRCAoIhsLp9nDbZgpbvvEICwhD9NHW2HkEEN4v4tFZGohPBzMYWc2ALcCYpGUVw7nwQawM9LBhXcRaGzrhKqCLKx1+wqD0mrycuirrIj0rriDmXZXJmB1HZwM9WDaBRaZNbVwMdQXuJZUVJBX3w0GfRQUUdPRjg4OB3KSklDtygasbm8Dvssy1ldUxYfSXISVF8K5n76IS5rBYGChsQ0OJnzE9YxozDceIlSUAUBdRv6n/ftfAQ6y4pLQkVdBK4eFmOpifKkqRHhlIQpbBdqbpow8hmrqYKaBpVCb7yfXPQuayeMirroUxS1NQgvgGzh8DwxCcBAT/BYDA+JioqDBJxJkNrE6u4U+s+s36xsQdKKR1QHODzJPZMQlYK6mhZNOE+DUVw9cPh+BRbl4kJGM8LIiiDMYmGw0ENvsXaCjqIwWFhN3UhLxMC0F+Y0NUJaWwR/DnbDGRpDBFF5UhBvx8YgoKYGClBS2OTtjlZ0diAhv0jJxIyYe2V1azNlpEzHJ3AxsHg+vktNxOyoBubX10FFRwrGp4zDVyhwSYmIob2zGjbA4vE7MABFhms0grHMdjv6qSuDy+HgTn44bwXEoqm2EsbY6vJZMwtjBJkLXS2ldE55HfIVPdDqaO5gw1FbDlukjMcnOHOqKgmA4i8NFQHwWnn/+itTCSshISmCcnRkWjRkKk/6CF4zJ5iA4Phc+YalIyimHuLgYXG2MsHTiMJjrC8x7Lo+PyOR8vAlNQ1RyIfhEcLI2wP51HlDpiiEQEbLyqxAUmY3gyGxU17VCUkIc09ytMdG1e4Yzj8dHSnoZQr5kITQyB80tnZjkbgl1VQUQEcIjcnDzdhhKyxpgb2eAPn2UAQDJScW4eTUYWZkVMDLRhq6e4P75fMK1sx9QkFuNX9aMAgCUF9fBa/8rKCjJQt9YG0SERxc/ISkiF1OXOAEA2EwOLux8CklpCZhYiS6LEXD/CwLuf8GUFaMgr9TTdUlE8Fx3A9XFdTgVsAvKGv+eqvpv1N+4D5bsmYnFu2cgOTQDOyefQNCTSCzcPhUAYDCoPzZ7LcbxNTcR9ykVjhOGAABcp9si92sJXt/8jFlr3aBjJOizFdsmIjW2AG/uRmDcLHsMGW6EQTa6+OibhFlLnWFhrQuroXoIep+K+UudYWikDRtbfYR8ShfMe+irAtuh+gj5nIWVy0dCQ10Bgwf2R2xSEVYucoZOX1UYDFBHQloJFk6zh/EADWioyCMlpxzTR1vBwqAvpKUkkFFYDQ8HcwzWF7hqc8tr4TzYAJZ6guOc8loMN9PF4AHa+JSWh9ZOFhRlpWHRXxsZFYJlNdTk5aCtqID0KsGxqqwszLU08fJrOlYOE8wtGmVggAvR0QjMzcV4ExM4D9DDxbhobP0UgIsek2GqpgkNWTkcjg6BXZ/+UO1yM802tkRQWT5++fQMAxSUMd/UGnOMLaElK1BmZhpawa8kE8eTg3E2NQyTdM2xwNgGNhr9/1XB/a8Ah5rONsz5eA/JdYKZx7LikhimpYuFJkPh3EcfpsqaPRqiuqMVIWUF+FSWh4jKYpG1SP5Pk6KkFNRk5KAmIwcdeWVYqfeBmowc1LvK1KRlhfXq0rKQ63IdVbe34VxCJJ5kfUVleyv6yCvgD9sRmD/QCtryCvhaXYULsdHwzc0Ck8uFjXZfnB7rgUnGphBjiCEgJwc34uORUVsLLXl5bHdxwUIrK4gxGLifkIw7cYmobGmFsYYaTkwah8mDBoLF4eJGRBzuxSahprUdploaODF9PCYPHggJMTEU1zfhxudY+CZngsFgYKatBVa52KG/qjI4XB5exKTiZnAsyhpaYNZXE2eWTMaYwcaCpR/4fISmFeDZl6+IyCyCuBgDo62MMc/ZGnbG3dp9eV0zXoZ/hU9kOpraOqGnpYqtc0ZhisMgKHbFLnJKauET9hX+UVlo62RhgJYKNs52xqQRFtBQFmhE5TVN8A1Nw7uwdNQ1tUNdWR5LJttjiutg6GirCAEhODIbwVHZqKxpgYSEGIZZ6WPNAmc42xlDQV4aPB4fqZllCP6Shc8ROWhs7oCMtCSchhlhxkQbWFvoIPlrCa7fDEVmViX0dNXx94GZGOFojIL8Gty6FoLYmHxoaipi687JcB9vCTExBmK+5ODutVDkZVdhxvzhWLRyJIrza7Bz9W3weYSTt1ZAXUsR3p4BeHY9FO4zbbFm9xTw+Xyc2foI6XEF2HlpKfRMu9NUYz58xYVtj2A32gJrDs/tdTy+uhCACN8ErD66AIOdesZR/ifEYDBg42aBgfZGiPJLFIIDADhPsYGatjICH0YKwQEA5mwYC797EXh5LURoPYiLi8Ftig2uH/NDRUk9+umqw2XsYFw79R4VpfXoN0AdI1wH4opXIMpLG9B/gBqcRpji0vkPKC9rQH8dNTgON8L5S59QWtaAATpqGDJ4AB6+iEZHBxtyclKwMO2H8NjuwLCxriZyS2oBCDLIdLVVUVItcNnIy0hBXUkOJTVNAACDPl2ZQtUNGG6mC9O+AnU+t6oOQw36Y1BfLXzKyBPOlLbq3wep5VXCZ97gNBy/+fjhXWYOploMxIbhwxFaWIidHz7AUlsbw/rpYNeIUTga8RkX4qKweZgTro2bjgVvn2LDJ1/cmzgbkmLicOiji+g5GxBQnIPHuSk4lRiGM0lf4K5rjIWmQzCirz6eu/+CtIYqPM5Lgm9ROl4WpsJUWRMLjLv7oDf6rwCHNg4LbB4Pa8wd4dLXADYa/UUmhQCCQGpafRWCyvIRXJaP1HpBR/WXV8IcI0u46RhCR0G51yA0CYPPgvJuHgKPL+AjCHgBQRqsQPgL0lylxHuPN/CJ0MpmoZnFRDOLieKmRnxlV6GZxUR4WRE+FOWCRwQXHX0cGDEGY3SNwOHx8DY3Cw/TUvC1phpykpKYYTYIiwZbwUJTG2XNzbgYHYNnaWmo7+iAkZoajo8bh6kDB6KVxcKNmHg8SkxBM5MF+wH9cXDcaIwyMkB1Sxu8gr7gWWIa2tlsOBoMwNEp4+BspAcGg4GC2gZcC43Bu6/ZkBQXw/zhVljhbIc+yopgcbh4EpmCWyFxqGxqxeAB2tg5zRWjzAXB4TYmCy8iUvH0SwoqGlqgqSyP9R4OmOlkCa0u9xKfT4hML8SzsBR8SSsEAwyMsjbC3JFWGDZQkAHVyeLgVehX+ISlIrOoGlIS4nCzM8GMkZYYaiYAFzaHi4/R2XgTkor49BKIMRhwtNbHdjdLOA0xhIS4GApL63DlYRiCI7NRUd0McXEx2FvpYfkcJ7jYG0NJQQZ8PiE1s1xoITQ0tkNaSgJO9kZwczaDg50hZKQlkV9Qg517nyMmtgAaGgrY9ucEjHcfjNqaFpw44ougj2lQUJDBmvVjMG2mLaSlJZEUV4i7V0OQkVqGvv1Vsf3gdIzxsERhThV2rbkDcQlxnLy9ArqGmrh+zA8+3l8wcf5w/HpgOsTExHD35DuEvknEsh2TMWpqt9soK6EQx1bdgNFgHey+tRoSkj3HXVpkNm7ufYoRU20xa9OP4xH/U3KYZAPvAy9QX9kI9a6AuLiEOMbOc8CLSx/RUNUMtS6rSkVDEe5zhyHwaTSWbJkANW1BuZO7Ba4f80PkxzTMXjkKjm4Dce3Ue0SFZGHWLyPg4GKKK16BiA7PwayFDhjuaIxL5z8gJioPM+cMg8MwAThEx+RjgI4arC10cO8ZIS27HMNsDDDIuA/8glJRXt0MnT4qMNHVRHx6CThcHiQlxKHXRxVZxd3rJA3QVEFpbRMAQFNJHgoyUiisFngnTPp2xREqBeBg3k8Qd8iqrIWdgQ6s+mnjY1YemjqZUJGVwTgzY5hqquNSZAwmmZtCSlwcZydOxNQHD/CHvz8ezpmDVUNskVNfh7OxUTBWU8ckYzMcGzkOW0L9sf/LJ+x3Gg1ZCUlIi0tgmuEgTDMchPzmejzJScGL/DT4F+eIWBNHhk3AbpsxeFucjsd5yTiWFPzTPvyvAAcDJXW88Vjeo7ydw8aXyiIEdwFCbWc7xBgMDNXsh+1DR2GMjhFMVTTAYDBQ09GGus4OwVrmECxNwAADYiQGAgkC0CAQQwzEEAh2IoDESHjON9Bo6OhEYVMjWlgCwd/yHQA0s5ho7jpuY7Pwo2REVWlZrLS0w0Jza+grqyK/sR5HIz7jZVY6WlgsmKip4+DI0ZhuNgjykpIIKyrC2QgfhBQUgMFgwM3AAAutrTFSXx8ljU04/CkUr1IzwOHx4G5qjFXD7WDTvy+yqmqxwycA79NzQESYYGGKFY62sOgrMO8zKqpxKzweAWk5kJGQwC9OQ7Hc2RaaivLoZHNwPzwRd0LjUdPSjiF6ffHXrLEYYSYAlMa2TjwKS8LjsGS0drJgZ6yDP6e5wNXSSLiEcVNbJ95EpuNl+FeU1TVDXUkOqyYMx4wRluijJnB3VNQ143lwMt6EpaG1gwWj/urYssAVExzNoawgMK8Ly+vxJiQV/l8y0NzGRB8NJayZ5YTJIy2gpa4IDoeH0KgcvP6QjOSMMoiLMWBnpYelMx0wcpgxlBQFE+jSsyuEFkJdQxukpCTgaGcIN2czONoZQlZGChwODwlJRfj4KR0hnzMhLy+NNatcMXPaUDA7Obh2OQhvfRLAYDAwd4Ej5i9yhKKiLNK/lsL7SghSEoqgoaWE33dPxrjJ1pCQEEdOejl2r/WGjKwkTtxcgb4D1HDpoA/ePYrGtKUjsHb3FDAYDAQ+icaTCx8wfr4D5v46VjheyvKr8deiS1DTVsHBRxshq9Bzln9TTQuO/nIZ2noa2HJ19f84bvYzcpw0FN4HXiD6fRImrRwtLHdf6IRn5wPx6Vk05m7qzr+fuWY0/B9G4vWtz1i5W2BtaOuowWhQP0R+EIBDHx01GJr1QVRwBmb9MgJ9+6tC30gL0eHZmLXQAf36q0JXTwPRXeDQt68K9HTVER2bjzmz7GExsB/ExRhISSsTgEPXiroZuZVCcODy+CiqaICJrib0+qgiOD4XbA4XUpISGKClguiMYgBdaxtpq6GgCxz6KCtAUUYauVWC+QuDusAho7IGdgY6sOwvsO7SKqrhbKQHMQYDG0c4YJPPO/hn5WLyIDPoq6ri77Fj8ae/Py5FR2OzkxMOu41FYVMjtn4KgK6SCmaZDkZuYz2upsTCJy8To3UNMcnQDG66hpCVkISRsjr22I/G1qEje1gT43RNsMDUGnONhmC+sQ3K25uhg50/7MP/CnD4foiXtjUjpCwfQWV5iKosAZvPg6KkFEb2N8QYHSO49jeEmozAp93MYuJpdipe52YgprL0/5V7kxaXgLK0NJSlZaAkJQ1teQWYqmoIjoXlMkIeZWkZKEvJCCahEfChMA+7gz8iqrwUkmJi8DAywaLBQzCsX3/Ud3biUUoKHn/9irKWFmjIyWH98OFYYGmJfkpKSKmowiYfP3zIzoOkuDhmWA7CymG20FdVQVRhCVY+eIUvBcWQk5TEIntrLB0+FP1VlMDh8eCfmo2HUclILKmAnJQkVrnYY+mIoVCTl0MHi43bofHw/pyAhrYO2Bvp4NgCDwwzEmQMVTe14V5IAl5EfgWTzcVoK2OscreHha7gBSEipBVV4fnnFATGZ4PN5WGoSX/8Om0ERg8xhqSEuGCdn+xSPPmYhLCkfDAYgJutCeaPtYGVcT/BirEsDvzC0vEmJBWpuRWQEBfDSFsjTHOzhL2FHsTEGKisacbVh+HwC05FY3MH+mkrY8PikZjoZgFVZXlB8Dm7EiERUQiJyEFtXSukJMUx3NYAbiMGwsneCHJyUuByeUhMKkZIWBa+ROSgrY0FeXlpzJ09DIvmO0JCQgzPn8Tg2eMoMJkcjJ9ghV+Wj4SmlhJysypx4tprxEbkQVVNHuu3jMek6bbCJTIyUkqwd/1dKCrJ4sTNFdDsq4Kze17i48t4zFntiuVbPcBgMJAUno0Lu57CxsUMG4/OFQr3zjYmDi6+DAaDgcNPf4OqllKPccjj8XFs+WW0Nrbh7Mv9kFf+95n7/xPSM++PvoZaiPJLFAEHHSNtDHYwxodHkZjz2zjhM/TT14DzxCF4/yAC8ze6C2MlI8YNxr2zH1Bf3QJ1bSU4upnj8fVQNNW3QUVdAY4upnh6PwItzZ1QUpaFg5MxXj2PRXu7oH8chhnhpU88OjpYkJOThplxH6SkC951gwEakJGWQEZeJca5mMNYV6D955XUdoGDGvhEKKtphmF/dQzQVMHb5gx0sjiQlZaEgbYaIrOKAAjAwrSvBnIqBeCgqSgPTUV5YdxhcF9tMACklFfC2UiQvDDezAQmGuq4GBGNCQNNIC4mhmnm5ggvLsbFmBg46upimI4OrkyciunPH2LNOx+8mbsIO4aNxMgBBniXn4XAoly8K8iGrIQkRusaYqKhGdwGGEBOUqpXa+J9cTZ0FVQw39Qas40H/7QP/yvAoYPLxomEzwguy0N2k6BzDJXU8MvAoRitYwR7bZ3uWdI8Hj4U5eJ1bgaCSvLB5vFgqKyGLXbOMFFVB6Mr0MxgCCyH7m8GGBDMcGRAMBi+lTEgCFAzGIJ6JaluoS8j8fMmJiJ0cDho57DRzuGgnc1GcWcTHqV9xdOMVNR2tKO/ohK2OThjzqDB0JCVQ0JFBf7090dAbi7YPB6G6+hgm4sLxhkbg8fnwy8jG4+TviK1qhpK0tJY5zgMS2yHQEVWBgEZufjjxTtkVtVCU0EOf44egfm2VlCWlUFjeyeuhcbiSWwKqlvaMEBVGTsnjsKMoRZQlJFGG5OF60GxuBeWgKYOJhxNdLFu7HDYGgomBZXWNeFOUDx8YzLAJz4m2A7EirH2MOojmNjTyeYgMD4bzz+nILOkBnLSkpjmNBhzRlrBuCvAzOJw4RuehiefkpBbWgtlBRn8MtEes9yshZZEVmE1fEPTEBiZifZONnT7qOK3BSMxwXkQ1JTlwOPxEZVYgNcfkhGdVAgGg4ERtkaYPs4aw6z1wWAAmblVePQyFqEROaiubYGkhDiGDTXA2l9GYsQwI8jLCWINySklCPmcifAvOWhpZUJeTgpOTiZwG2UOu6GCa/m/S8b9O+FoaGjHCBdTrFjtBj19DRTl1+CKZwC+hGRBUUkWqzaOwZQ59sKF9tgsDgJeJeDOuQ9Q1VDEiZvLoaahiNPbnyL0bTIWbRyLRb+NBYPBQHF2JQ6vvY0BRtrYc3W5iMvo0o4nqCiowbFXv6OfoehEvG/04OhrJIdm4M/LK2Fk/fM1df5PEIPBgONEG7y9HoTONqaIJTNu0Qh4/XYX6dF5GOxoIiyfs2EMwvyS8P5hJOasF6QOO3WBQ9SndExe5AhHN3M8vBqCmLBsjJ9hC4eRpnjs/QVxUXkY42EJRycTPHscjYS4Aox0NYfDcCM8fRGLxOQSODuZwNpCBy/eJoLF4kBaWhJmhn2QkSvIMtLtqwYpSXHkltRiAgDdPl2T06oahOAAAGV1zTDprwHDPmrwjc1ASwcTSnIyMOmjAb+kTGEMY1A/LSE4KMpIw1BDTSTuIMZg4NcRw/H7m/cIyM7FJHNB/OfA6NFIrKjAH+/f492SJdCUk8eNSdMx+8VjrHn/Bk9mzIVTP1049dPFoRFjEVNV9lOg+GZNbBk6EoFd1sTJxP+HvbcOj+pa+/4/E7dJJu6eQAgEEtzd3R2KlBoFWqSlFGuhFKtR2kKLOxR3d7cYSYi7J5OJy8j+/TGTSYaE9pzznOd5n9953/u69rXXrLX3nkn23uu7bvved/g+9N5f3sP/CHDIKCvhj6intHN0Y3nb3vR288XHSjeE8EVOJifjo7iQFIusugo7UzOmNAtmlH8gQXZqE0qNUolcpUKuVKJQqahRqffyt/TXKBXqfpUShVK9r1GqKJfXUCGvoaymbsIvk9eoQUDTLq+p0YJCY6YlEdDL04cpQa3o4eFFpULBmZgYDoaHE1tQgIWRERODgpjcqhX+trYkS4vYdOseJyOjKamuxs/OhpX9ejGqhZoK4njoK/Y+eUlWcSm+djZ8M6wfw4MCMDIwICY7j02X7nI+4jU1CiWdfT1YNbwP3Zp4oa+nR3FFFb9cfcTB+6GUVFbTvZk37/fpoE3+ic8qYNf1Z1x+GYuBvh6jOjbnnT5tcbNV247zi8s4eOMlpx+8oqSiGh9nG5ZO7M3g9gFYaOi084pKOX4znFN3IpGVVeLrasuXM/oxsGMAJkaGVNcoOH83iuPXwnidnIuxoT69OzRheM8ggpuqIy8Ki8rZe+IxZ66Fk1tQiq21Oe+M6cjwvi1xtLOktKyKkxdecvpSGGkZUrXzOcSbd6d2pUv7OudzRGQ6t+685u79WIqLKzE1NaJzRz969QygXRtvjIwMqKqSc/d2DPt23yMzQ0qLlu6sWjOW5kFuZKYVsn7lKW5dicTUzIhpc3owelIHzDUTZE21nMunXnBsx10K8koIauvF0g0TsLQy5dtPD/HgyitmLhrI+PfVVB3SvBJWvrMdY1Mjvtr7nk4E0rUjj7hx7DFTPxtKyy6NO5efXQnn0Poz9J/WjQHv9PjXX7R/UjoNbcPJrVd4fj2SbiPbafu7DWvNb18c5eqhhzrg4BfkTki3JpzecZsRs3pgZGyAh68Dbt72PLz2iqFTOuEb4IyDsxUPb8YwYFQbmga6Ym1jzuO7sfQZGERgczfEYhMeP0yge89mBDZzwdjYgJehqWpwaOHO4VPPiI7LJiTIg0A/J05cDkUuV2JoqI+3qy0JaeoFpqcWHNROaQ8HCQDp+TL8Xe3wdlDPMSl5RbT0cqaJsx1lj2rIlpXiYm1JoLMD9+JSqKyRY2pkSEtXJ+4mpOhQYAxs6o+vrQ2/PHjCoIAm6IlEWBgZ8dOQIYw7fJilV6/y2/DhBNo58EO/wXxw6SxLb17jh35qll19Pb0GQHExKZbLyXFaoOjl7s0Q3wB6uXvraBO3M5N49y/u338EOHhYSHgwcR5WRrp21iSZlNMJ0ZyOjyattBgTfQMGePsz0i+Qbm5e6ItEROTlsvruTc7Fv6aoquot3/CviamBAeZGRpgbGmFuaIi5kRF2ZmZ4GFphbmSEhaER5kZGmBkaatu1x3pLrHERW/I6P5/VN29yJiaGcrmc5g4OfNO3L8ObNcNIX58b8YmsvXqLh6npGOjpMaCpH5NDWtHO3ZX8snK233/KkRcRlFRV087DlZWDetPD3xuVSuDm60QOPArleUompoYGjGrdnCkdg/FzUK/0M6TFHH4QzvEnkZRX19C7uS/v9+1Aczc1mEakZLPr+jNuRSZiZmzI9F6tmdqzNfYaJ3NmQTF7rz7n7KMoFEoVfUL8GN8jmNb+6slcEAQiErI4ej2UGy/iUalUdA/2ZWLfENoEqE1UBUVl7Dv7lFM3IygqqcTHzZZF03sxoEszLDXsq6FR6Zy6Gs6dJ/EolSraBnkwb0YvurX1VdvzE3PZd+QR1+7EUFUtJ7CJM5/PG0j3Tv6ILUxQKlW8isrk1p0Y7t6Po6ioHBNjQzp19KVXj2a0b+eNsbEhNdUKnj5O4M6tGB49jKeqUo6Xtz1rvh1Hx87+5OeW8P3ac1y9EIahoQHjp3dh3JROWErUJpyaGgWXTz7XgkLzEE8WfzOGVu19kNcoWDvvAE9vxfDesqGMmtENgKqKalbP/J1iaTmbjs/HoV7eRFpcNr98fpiWXZowceHgRp/BvPQCNry7De8W7sz9fvq/9fn+O2neyR+xjTmPL7zUAQcTc2N6jGrLrRNPeX/deMzrUZKM/aAPX075jVunnjFgYie11te/BX/uuEOprAKxxIxOvQK5ePwZlRXVmJoZ07FbE+5cj9JO8O06+PL0cQJKpQojIwNaBrnzUsN/FdTMFZEIwqMy1ODg78zhc89JSM2nmZ8Tfu72PAxXU11YmBpja2WujVhy02gOaXnqz7WJmUk5Ulp6Oes4pV2sLWnm4oBKEIjLLaCVuzNBLk6cCo8mq7gUV4na9Kevp8fcLh1YePYSV2LjGRTQRP07HR1Z0q0b6+7c4VBEBFNatWKArz+LOnbhu8cP8LOx4aM2HXTyGuoDxVed++gAxcXkOEz0DbQaRW8PH2YHtvvPBwcTAwMtMBRUlnM+MZZT8dGE56trBHRx8WBBm84M8GqChZERWaUl/P7yGSdjo0kskmKkr08/b1+a2TlgqKeHob4+hnp6GNRrG+rp17X19dVjerqfjTTjZpoJXv+fSCwSBIEapZJqhYIqhYJH6ekcDL/Ii6wsjPX1GdK0KVNataKVkxO5ZeXsePycY+GR5JaV42wp5tPunRnXsgV25mY8T8tk4cmLXItJQCkI9Avw493ObWnp6oSsoord959z6HE42ZqHdMnA7oxu0xwrUxNN6c00Dt4P41Z0IvoiPfq19OfdXu1o6mKvHo9LY+e1pzyJS8fKzIQPB3ViUrdgrDSV0pKyC9l95RmXn6mrwg3rGMg7/dtq1XK5Qsm1Z7EcvR5KdHIuFqbGTOgTwrjerXDTrM6iE3M4euUlN57EoVSp6BLsw4QBrWnbXA0apeVVHLvwgtNXw0nNlCK2MGHsoBBG9GuFp6sN1TUKbtx7zemLbQVlygABAABJREFUoUTFZmNsZEC/noGMGBRMU19HtfM5JpNbt19z914shdIyjI0N6Njel149AujQ3hcTE0NqahS8eJbE7ZsxPHoQR0VFDZZWpvTp24IevZvRKtgTWVE5v26+zMXT6oS4EePaM/GdLljbqkGypkbBlZMvOLrzDgW5uqAgEomoqqxhzdx9vLwfz9zVIxk6uROg9hNsnLefhMgMVu6YjX/LutzY6soavn33D0zMjPls2yz09Rs+a/IaBWunbkWpULHi4DxMzP4xuvh/l+gb6NN+QDBPLoehVCjRN6gzhQ2Y0oXL++9z9/RzBk3rpu0P6dYU3xZuHN92k37jO6Cnp0enfs05uv0Wj2/G0G90Gzr3bsaZQ4948TCBrn2b07F7Ey6dCSXiZQptOvjSsbM/N69HEfs6m8DmrrQO9mT7jtsUFJZiZyvGz8tB63cI1LDVxiRk08zPCX9Pey7ci6JQVo6txBxPJ2ut5iA2NcbawlQbseRqa4Whvj7JuerkNX+N+TQ+p4CegT5ap3RMVh6t3J1pqaHViMjK0YIDwOCAJmx98IStDx4zoKm/dsKf2bo191NTWXv7Nm1dXGhqb8/cNh2IKyzgu8cP2BMeShc3D7q6e9LF3QMXcd013wSKpzkZXGgEKP5K/iPAQSUInE2I4VR8NHczklEKAoG2Dizv2JNhvs1wNLegvKaGK0kJnHwdxcOMNASgrbMr63r1Y4hfEyyNdbUOQRCQq1RUyeVUKRRUKhQ67fKqGqo17UqFQt2Wy7Xt2km+ql5bu1cqG+1/07zkJZGwrEcPxgQGYmViwqPUdD4+dZ4b8YmoBIFuPl58NaAPPX29qZTLORMRw+HnEcTnF2JpYszkdq2Y2i4YDxsJ8bkFrDp9jXPhr6mSK+jg7c4XQ3rSK8AHfT09Kmvk/Pk4goP3w0jILcTa3JQ5vdszoVMrHK0sUKkEbkcmsuPaUyJTc7C3NGfhiO6M6xKEmYZ3KTo1h52Xn3ErLAETIwMm9Qphat82OEjUk2RhcTkn70Rw4lYEhcXleDpZ89nU3gzpHIiZiREKpYrrj2M5eiWUyPgszEyMGN2nFeP6B+OuUfFjEnI4fTWMa/dfU12jINDfmS8/HkifTk0xNjYkK0fGb3vucPFaJMWllbi7WjPv3d4M7N0csYUJOTnF/LHzDldvvKKgoAxDQ306tvelZ48AOnXwxdRUHY308nkyd27F8OB+LOVl1YjFJvTo1YwevQIJbu2JgYE+xbIKdv5yg7N/PkOpUDFweAiTZnXFQROKWVOj4OqpFxzZoQaFwBAPFq0ZQ3CHOv4nmbSM9Z8cIuJJEp9+O5b+Y+pW2DvWnObR1Ug++Go0HfsH1X802L78T1JislhzZB62TpJG34s/lh0m9nkSKw7Nw9Xvrym7/7uk05AQbhx+QPTjeIK61nE3NW3thUdTZ64eeqgDDiKRiHEf9mH93L08uhJJl0GtaBLkhp2TFQ+vvaLf6Da0aO2JhaUpj27G0LVvc0La+WBsbMDju3G06eBL2/Y+6OmLePwwXg0OIWofS2hoGv36NqdVC3fOXQlHLlfiaGeJjcSMqPhsRg8Mwb/WKZ2erwWHmy/itb/P3UFCep663LCBvh6eDhJtxJKFiTGu1pZap7SzlRiJmYnW79DU0R5TQwMeJqUyKLCJ9pr6enp81Lk9i89d5mpsAgMD1KY2PZGITQMGMGT/fhZcvMipyZMxNTRkc99B9PD05l5aKg8yUjkb/xoAH4k1Xdw96eruQUdXDyyNjbXX7+TiQac3gOJZdsZf3rv/CHCIKypg/s3zuJiLea9Ve0b6NaOppn7Bs6wMNj68x+WkeCrkctwtrZjfrhOjAgLxtJJQJZdzMjqas69fk11aqgMCyn+k1NYbIkKtyZgYGGCs2UzqbVYmJjqf6x9T/1hva2s6urtTrVBwJCySw6ERJEuLsDY1YWb71kwMbomntYTE/EK+uniTc5GvqZDLaeHiyLrh/RncvAmmhobcjUtm1enrPElKx9hAn+HBzZjSMYQmTuqXoLCsgr13XnD8SSQlldUEuNizdnx/BgU3xVjD/3M1NI7tVx6TkF2Iq60ly8f3YXj7QO14eGIW2y885nFMKmJTY+YM7sDEXiFYa8JMM/Jk7Dz3hCtPXiNXKOkc5MWEvv3p2FxNVldZJWffuaccvxZGnrQMNwcrPp3ak6Hdm2Nupi7Mc/NhLEfOPycqLhsTYwMGdA9kVP9WNPFRr8aeh6Vw9Mxznr5MRk8komtHf0YOCqZ1S3WORGhYKn+eeMbjp4mIRCI6tPPhvdk96dLJT1tvITI8jSuXInhwL5bS0irMLYzp2q0pPXo1I6SNN4aG+iiVKu7eiOb21SieP05AqVDRe2AQ0+b0wNlVDWBKhZLLJ9WgkJ9TTGCwBwvXjCakg68WFEqLK/jz9zucO/iQmmoFSzZPoNewEO1zdHbPXU7vvMOIWd0ZMUvXT3D71DMu7bvHuHkDaNunOY3J7eOPOfPbNUbPG0jXEe0aPaYxSXudiYuvIwaG/56poU3fIAyNDHh4/qUOOIhEIgZM6cIfK4+TGpuFZ9M60sOug1vh5GHLn7/doPPAllrT0sUjT6gsr8bU3JiOPZry+E4sCrkSExNDWnfw4dG9OD5aPBBLS1NatHDnyaN4Zs3piZ+vI5ZiE16GpajBobkbx8+9IDYxhxYBrjTzcyYmQe0o9nPXJLOl5tMhyAtPJxuKy6qQlVUisTDF3V7Ci7i6SdXH0YaYjDztZ39nO+I14CASiQh0diA6Wz1upK/PwMAmXHgVx+f96sgsAYY2a8ovD57wy4PH9PH30YZ625mb892gQbxz4gRrbt9mTZ8+GOnrMyagOWMCmiMIArGFBTzISONBeionXkexPzIMPZGIVg5OdHH3pIOrG77WNjiaW+gAhSAI6DHrrffuH3oCRCKRBNgBtAAEYJYgCI/qjfcEzgC1vLQnBUH4WjM2EPgJ0Ad2CIKwXtMvAtYC4wAl8JsgCFs0/T8Bg4EKYIYgCC//6vc5mVmwf+gEOji769jgDkdFsOzWNcRGRgzzD2BMQCBtnevSxqsVCt47c4YHaWn429rS1tUVU0NDTDUTdW3bxMAAk/ptzVhjbSN9/X9b/HiVXMHsY6d4lp5JiKszm4cOZGCAv5Y2OyIzh3f2HUclCAxp0ZRJbVsS5FK3QnyZmskH+07jZCVmYf+ujG3bAomZLp3Cl0eu8Cg+lT4t/JjSJZjW3rpp9fFZBSzZcwEfJxvWTRvIgJCmWr4jUGtY7/14HLGpMfNHdWVst5ZaJ3OtrN1zlciEbEZ0a8GEviF4OeuS0R298pJtfz6gbaA7S2b0oXOwt45JLi45jxXfn8PVScInM3szqGdzLMzrviMnr5glq48jkZjxzoTODBvQEvt61csys4pYvPQoVlZmTJ3UiaGDg3F4I9zzdXQmn87bj5mZEZ27NqFn70Bat/VuwJ6665cb/HngEXYOYoaObsuQUa3x8K4ju1HIlaxfeoz716Jo1sqdT78aRUhHX53/aX62jC9n7iAjuYAeQ1sx6cPeePg5ascvHXrItpUn6divBXNWjtL5/hc3o/hh/j6atfNh+hfDeVMEQeD0r1f5Y9kRAjv6M3tN41nSjUleWj6zAz9h7k+zGDlv0D983l+JmdiUJm28iXma0GCsy5Bg/lh5nNDbMTrgoG+gT/8JHdm36QJF+aXYOFjSuos/Z/Y9ID4qk5btfWjd2Y/r58JIS8rDp6kzbTr48uhuHPl5JTg4WtG6rTd7dt7RhrC2aOFGzGt1VFKLZurviolTg0OAryMPnidSVS3HSmyKvbU5iRlvOKWzpUj8XfF2suHCkxiypSU421jSxNWea+HxRKXl0NzDieZujtyNSeZpYjrtfd1p6e7M73ee8jw5g7beboxvHcSp8Gj6/ryLscHNmdi2JW4SK/T19Pi4S0cWnbtEr992MiE4iAnBQThYWNDV05P32rbl9+fPeZiWxuSWLRnXogXWpqaIRCIC7OwJsLNndnAbapRKQnOyuZ+eyoP0VH598YStzx8D6kWrp5UEbytrvCQSvCRvZ+uFf1xz+Am4LAjCWJFIZAQ0FiR9TxAEHWpHkUikD/wC9AMygGcikeisIAjRwAzAHQgQBEElEolqY/AGAf6arQPwm2b/VpGYmNLJRZdf5mh0JMtuXaOXpze/DByGqaFurWaVILDkyhUepKWxvn9/xjZv/t+aFPTPilypZMGZCzxPz2TzsIGMaN5MZzyxQMqcQ6ewtTDj4DvjcbRsSAy358FLrExNOL/gHW095vpSXFHF4/g0ZvRow6eDuzUYB8grVnPKr5rYj2DvhpTWoPYhjOkWxIz+ja9QjQwM8HO34/NpjTOb1upnP3w2WluYp75UamoYfP5+f9oEeTQYT8uUolQJrF4yXKeGc608e56MSiXw8/dTcHVt/IXYu/sullam7Dv8ERaNJJABPL4Xx58HHjF4VGvmfz5Eh6Ib1GakdYuP8Pj2a+YsGsjo6V0aPFMZyfl8OXMHZSWVbDjwHkHtdO2+p3bc5vevTtG2VzOW/vKOji/hydUI1s78HY8mzqzc92GDDOjykkq+/3AH908/o9PQ1izePuef0gCKC9QU0Vf23Pq3gQNAQVYRzdr5NejPz5IB4OLdMPw2P6sICytTJHbq57qivBoAKxs1NYpCUy7VVLNIqL0Xtf+v2nBhlVL9dFmKTUjQFFOytjJHJIKSUnVlNSd79UKhoKgcNycJbo7WZOSqTUc+rmo/QmJmIa38XRnYLoDfzj3k6O0wPhndnQldW3HsfgTLD17hyOIpTOsWwqWwWBbtv8CR+ZOY2bUNV17F8cmR8xz9YDKt3V048M449j1R11ff8fA5PZv4MLltK4YGNsXSxJj9L8LYcv8xvz58Sv8mfkxp3YrFXbvSwtGRA2FhbLh3j4337uFiaYmnRIKXRKLeW1vjKZEQ7OhEB1c3FnXsQkl1FZF5uaQUy0iWFZEiKyK+qJAbKYlvTcCtlb99ckQikRXQHfVkjiAINUDNX51TT9oDCYIgJGmudQQYAUQDHwKTBUHNOSEIQq1uNgLYJ6grmTwWiUQSkUjkLAhC9j/4nfwZ/Yovbl6lh4cXvw0arl1p14ogCHx96xYXYmP5vFs3xrX462SQ/2lRCQLLLl7jZkISq/v3bgAMOSWlzD5wEgM9PXZNGd0oMMRk53EjJoF3u7VrFBgA7r1ORqFS0adFwxe3Viqq1bfa3Ljx8pAiDSGhUvX2R83KwkTr1GtMas1T1TWKRsGhtjTm27A7J7cEAKdGkr8AXrxMwcnRChcXSaPj0a8yePYkiTkf9H4rMOTlFLPpqzP4+Dvy0cKBDYChukrOmk8P8fxBPB8tG8rwiR0bXCMhOpPls9Q1mjcceB+/QFed8cNbrrJv0wW6DG7F5z9P11aDA7h/7iXr39uBb5A7a4/OR2yty6iZ/CqdNVO2kJ2cz7vfTGTsgkH/KxY7lWVV5KYWMHBGzwZjiRFpAPi1bAj4MS+SaRrsqWWLzdMAiYOzBIBiqbpolpXm/1ClWUCYaMqYCrVTn+ZfYGhooK3Cp6cnwsLchNIydXRiLeNugbRUAw4S7ocmAeBkY4mZsSFJmWpNwsXWkj4h/py8/4o5gztiaWbC6kn9+GjbKX69+JBPR3Tn5xnDmfTzYebvOcf+jyewdcpwJmw7zPxD5zgwZzztPN1o5+lGTkkpR15EcuxlJLfikvC0kTC5bSu+HzYIWVUVh16Gczwiiouv42hqb8fk1i3ZMWoUGcXFXElIIKWoiBSZjItxccjqRVqKAGexWAcwvCQS2gW44imRYGxggEKlIq+8DNe5C9967/6RZYU3kA/sFolErYAXwAJBEMrfOK6TSCQKB7KAxYIgRAGuQP3U4wzqtABfYIJIJBqluf58QRDi33KOK6ADDiKR6D3gPQAPj7qH60RMFJ/fvEJXd0+2Dx7RABgAtj55wv6wMN5t04b32v3j9tj/TimpqiI8O5ewzCwepqTzPCOTT7p1ZkrrVjrHFVVUMuvASUqrqznwzjg8bCQNrqVSCaw5exNrM1NmdWv71u+88SoBe0tzWri93VlZrnnpzIwbBxhQv2x/VdtYYmFKcXnlW8eNNCvgarkCCxpG1NS6ft5GK52Tp+ZHsrNpCJJKpYrQ8DR6dm/61sly7667SCRmDB/VeMU0hULJui9PoFAoWfHtWG1mc61UVdSwev4Bwp8ls2DVSAaNafg/f/UsmVXv78bC0pRvdr+LWz1TlCAI7N1wnqO/XKf36LYs/G6yTmTPrRNP2Tx3DwGtvfj6yLwGTKsZ8dl8NvhbDAwN2HjpC4Leku/wd+Lk7UCP8Z0YNLtxDe9fkdTX6lrLXs1cG4wlRKRh7WCp5ViqlYqyKlJjc+g6uO7Zz8+SIZaYaTWF4qJyDI0MMDVTg0FtiVUTU/VzKmgWK7X33MhIX1tLA8DC3FgLDvY2teCgntLcHCUUlVRQXlmDuakRPq62JGbV0WlP6dOaqy/iOPswikm9Q+jSzIuxnYPYe+sFPYN8CfFxZdOUwXy48zQrjl5h89QhbBo/mI8OnGbFqWtsGq8GbidLMZ/06sxH3TtwNSaeg8/C+fbqHX64+YBhQQFMbtuKT7p35nx0LAdehrPqyk023b7PqBaBTGgVhK+djbZipayyklSZjBSZTL0vKiJVJuNyXJxOiL4IcBKLtdrGX8k/Ag4GQGtgniAIT0Qi0U/AUmBFvWNeAp6CIJSJRKLBwGnUZqG/EmOgShCEtiKRaDSwC2jcttGICILwO/A7QNu2bQWAU7HRLLlxmc7uHvw+pHFgOBQezo8PHzI6MJDPu3dvMP4/ISpBIKGgkLCsbEIzswnLyiaxQIqA+ub529uypGdX5nTQnWQqauS8f/g06UXF7JwymmZOjWfDng6NJiw9m29G98fKtPGVcJVcwf3YVIa1btZgFVxfyjWag9lbNAcAfb2/1hwkYlPKK2u0hGZviolRnebQmCg1wPO235mTV4KjvbjRcM7YuGzKy6tp09qr0XMjI9J58TyZ9z/qozVFvCm7f71JdGQGy74Zg6uHrc5YeVkVK+fuJyY8jUVrRtN3eEiD85/eiuGb+QdwdLXmm93vYq9Z/YIaGLavPsmZXXcZNKUzH68bpwOCVw895MdP9hPU2Z/VBz5qwJkkzZHx5cjNiEQiNl/9EldfR/5VEVtbsPzI21eS/4qkRqvBwbMxcIhMb1RriA1LRRAEAlrXlWzNyyrS+b+VyCqwkpjV0e5XyjE00tc+A7ULitr1gJGRgbYKH4DYwoRSjamqdlFRUKQ2obo6qMEqK68Yf097fFxsuR9RV+YzyNuZVj7OHLr5kvE9W6Gvp8fCEd15FJvKioNXOPbZNLo09eKTwV35/sI9Am49Y07v9nzStws/XHtAXmkZA1o0oU8zX5ysxBjp6zO0RQBDWwQQk5PHoefhnIt8zZ+hrwhxc2ZKu2COTR1PdF4+B16GcyQskv0vwjDQ08PFUoyHtQQPiRUeEgke1lYM8PXHXWKltRgUV1XpAEYtgNxJSfnLe/ePgEMGkCEIwhPN5+Ogy9YkCEJJvfZFkUj0q0gksgMyQadwkZumr/a6JzXtU8BuTfuvznmrnImNYfH1y3Ry8+CPwSMxMWi40r0UF8fKGzfo7ePDun79Gq3V/N8hRZWVhGflaIEgIjuHMs2kKzExoZWrM0ObBRDs6kRLZyfExg1XzzVKJfP+PEdkVi4/jxtKe6/G6/bKKqr47so9Wnu4MCI48K2/6XF8GpU1cvq08P3L315aqX6BxKZvj5HX09ND9ReRXRJN1FJxWSV2koare+O/AYfawjdvu1/ZecU4OVg1Ovb8RQoiEbSuV4ynvuzbdRdrG3OGvaXO8pP7aj/D0DFt6dlPNzKorKSS5R/uJS46i8/Xj6fHwKAG598+H8bmz47iE+DMmh2ztTZzUDuvf/rsCNePP2Xk7B68t2qUjnZzYc9dti45ROuegazY+wEmZrrgVVFayYox31OUV8ymy8v+S8Dw3yUp0RkYmRji9IZfobqyhrTYbDoNbNXgnNcvUtSO1pC6e5aXLcOpXsnVYmm5zv+yqkquNSlBnVlJqzkYGiCXK1GpBPT0RIgt6jQHCzNjjI0MKJCqwcHNUQKoo+z8Pe3xdbPj7P0oikoqsLZUu1un9mnDkj/Ocyciid7BfpibGPH15AG8u/VPfjx3j2VjezOzRxtis/LZcvkB/k52vNu9HSKRiNOh0Xxz/hbfnL9FkKsjfQL96Bvoh4+9Dc2cHFgztB9L+nbjZFg0h5+Hs/jUJWzNzRgX0oLF3buyrHcPbiYkkSaTkVZUTJpMRkRWDiXV1Tr/R3tzszrgsJbgIZHQzdOLKa0kWJuaqOl/3nvvrffub8FBEIQckUiULhKJmgqCEAv0Qe0z0IpIJHICcgVBEEQiUXtADygEZIC/SCTyRj3BTwQma047DfRCHeHUA4jT9J8FPtb4JzoAxX/nbyiuqmLh9Uu0d3HjjyEjGzifAR6mpbHw0iVau7iwZcgQbajYv1sUKhVx+QWEZWUTlplNWFYOyVK1vV1PJKKpvR3DAwMIdnEmxNUZT2vJ39qGVYLAF2eucD8xlbXD+tE34O0+gp+uP6CkqooVw3v/pUZwMyoRCxMj2vu6v/UYgJKKKixMjHQilN4UfdFfm5VqmVNl/yo4aIDn7ZpDMR1aN57Q8yI0FT9fR6waIZoLD0sl9GUKH37cDxOThs9MXm4xG1efwbeJEx980l9nrKqyhi/e30NybA5fbp5Ilz4Ngfj8oUf8+tUZWrTzZtW2d7T0GaDOfF734R6e3Yxm6qJBTF4wQOc5OLXtBr+v+JP2/YP4cud7GL3x++Q1CtZO+ZmkyDS+/vNTmrb564Sm/1OSGpOJR1OXBlpdcnQmKqUK35YNn7+Ylym4+zvqmM/ys2S0bF/3NxYXlWNlXXdPqyprtCYlaMyspH7GFAolRkYGiM1NyC+sCzm1s7HQag5acMiVAeCr4f1KyiqkjQYcegb74mJryYHrL+gdrH4f2/q5MaVHaw7cfknvIF86NvXkq3H9SM6T8vmhSxyaN5F3u7fj3e7tSMqXcj06gRvRCfx47QE/XnuAj70NfZr50jfQjxaujszo2JrpHUJ4mJTGwWdh/P7gGb8/eEbvJj6Mbx1EVy9PHC0ttIsmWWWVDmDU7h+mpnPqVYzO/9jC2AiPf4NZCWAecFATqZQEzBSJRB8ACIKwDRgLfCgSiRRAJTBR41BWiESij4ErqENZd2l8EQDrNdf8FCgDbSb3RdRhrAmoQ1kbcnG/IemlxYxwdmXn0FGYNQIMkbm5fHDmDF4SCX+MbBw8/lFRqFTklZaRVVJKZkkJ2SWlZJWUklVcQlZJKRnFxVRqbJs2ZqaEuDgzJiiQYBdnWjg7Ym70dvNMYyIIAuuu3Ob8q1gW9enKuJC3O88jM3I49iyCaZ1CaOpk/9bjlCoVt6MS6R7g3aiZp74Ua0jF/kr09fX+2qykmRRlpY37HYxqHdLyv9YcGgPR6hoFhdJynBtxRldW1hAdk8m4MQ39SoIgsHfnXWxtLRg6oqEpqNbPoFQqWb5ujI6fQRAEflh1ioToLFb+OJlOvXQDBgRB4Mi2W+z74Qodejfjix+nYFxvci8pKmfVjN+JC0tl3voJDJ7SWef8Y1uusHvNKboMDeHz7bN1HNPa7/9oJy9uvGLhb+/SbkDD1ff/FkmNyaRVt4AG/QlvcUYLgsDrlyl0HthS21deWkl5aRX29QIKimUVOppEVaUck3pmwYZmJQ3xZo1CDQ4WJpSV1dni7awttJqDhZkxErEpmVpwqI1YKqBNgBrM9PX0mNQrhO+O3yEqJYfmmkpx84Z04X50MqsOXeP40mmITY35acZwJvx0iPl7znJ4/iQsTU3wsbfhvR7tea9He3KKS7kRk8j16AR23X/OH3ef4WRpQe9AP/o286WjlztdfT3JlJVw5EUEf4a+4npsIgCG+vq4Sixxk1jibm2Fm8QKd2srenh74d7aCktNedEquYL04mLSimSkyYpJLyomr7zsL+/dPwQOgiCEAW962bbVG98KbH3LuRdRT/hv9suAIY30C8Dcf+R31YqnlYRdbwGG5KIiZp08icTUlN2jR2Nl8tcTXVl1DVkl6ok+SzP5ZxaXkq3pyy0ta5AcZ21qgoulJV7WErp4eRDk7ESwqxPuVlb/5YiR3+49Zf/TMGZ2bM2czm93LitVKtacu4mtuRlze3f6y2uGpWQhLa+k99+YlACKy/8eHPREIu0E3pjUluIsLm+cu+rvNIfaVaB+I5pDXr4mUsmxoVkpLCIdhULVqL8h7GUqEeFpzF3QH+NGnO17frtFdETjfoZju+5y53Iksz7p3ygw7Fh/gZO779FnRGs+WTdWJ+Q0L1PK8qnbyEkvZNm2mXQZ1Ern3EObL3Bg43l6jmnH4q0zdBzTtbJ79XFuHH7AOyvHMGD6/xm/2T8iZbJyCjKleAY2NIEmRqQhtjbHwU035yUzKY9SWQXN2nhp+96MVIJazaG+WalGR/t706xkqFmA1GieMQsLE0rLqrUkeHbW5sQl1yWzuTpYkaHJhLa1MsfS3JjEzDqnNMCIzs3Zfv4RB2+8ZN1sNbeViZEBa6cOZPoPR9h06g5fT+6Ps0TMj9OHMmv7cT4/dImtM0fo5PE4WYmZ0jGYKR2DkVVUcic2mevRCZx88YpDj8OwMjWhZ1Nv+gT68VG3DnzcoyMv0jJJKyomo6iYdFkxGbISXmXlIqvUfcesTIxx04BGLYD4WdvQy8cbF4klvzS4M3XyH5EhLTYybnRFnltWxowTJwDYO2YMTuLGa+VW1MhZdO4ST9MyGtjtDPT0cBJb4GJpSXt3N1ysLHGxFKs3K0ucxeK3hor+V+Xw83B+uv2QES2b8Vm/7n8JNMefv+JVZi4bxw1CbPLXHDo3oxIx1Nena1Ovv/0NJRVVWP0NJ4++nkhbBa8xqfU5vE1zqA1lre8wrC+1DmlRI+CQrXmBG/M5vHyZgpGRAUFv5D4IgsCeXXewsxczZGhDreHJ/TiO7X/YqJ/hyd1Y9my5To+BQYybqRs/oVQo+WnFSa6deM7waZ15/8thOs7l1Nhslk/bRkVZFWv3f0jLTnXmQUEQ2LP2NMe2XKHfxE4s+HFaow72M9uucXTzOQbP7sWkzxomwf1vktTXWQB4BjYWqZSOX0v3Bs90zIsUAB1ndG0+hIMmR6WmRkFFWTVWNvXNSvK/MSvVag7qZ0xsYYJcoaS6RoGJsSF2NhY8fJmkBQtXRwmR8Vnaa/i62mkT42rFwtSYkV1acPhWKPNHddNSygd5OjG7Xzv+uPqU3i196dnCl9bernw5shdfnbjB0I176OjnQXs/d9r5umEnrgM5iZkpI0ICGRESSEWNnIcJqVyPTuDW6yTOhMVgamhAF38vejT1pomdLb39fbCzMNeaXEurqsnQaAYZshLSi9TtuLwCbsYlIVfWvWN/53P9jwCHxqS4qooZJ05QVFnJgXHj8LZuPPlJoVKx4MwF7ialMK5lczysJbhYWuJqJcbZ0hJ7c7N/ikDv3yWXo+P46uJNevp7882wv3aeS8sr+OHafTp4uzOk5V+HMQqCwI1XiXT0d8fib0AEoKSyGsdG/AT1RU9P7y81h/o+h8bkbzUH4e2aw1/lODx/mULLFm4NspxfPk8mKjKDeZ8OaBCW+ld+hvTkfDYsPYZPUyc+/UrXeVxTo2DjwsM8uPqKqfP6Mvnjvjrj0c+TWTXjdwyNDdh0fD4+9SZMQRD4fcWfnN5+k8EzujN3w8RGw3bvn3nGb4sP0HFICB9/P/1/RR7DX0lqtJpmwquZLjjLaxSkxGQy8oOGIbMxL1MwtzTF3a/OgZ2XLQPqNIdSWQWAjuZQWVGDpJ6DurFoJYAajelSbKF+9kvLqjAxNsTexoLKKjnlFTVYmBvj7ijh+qNYbYRdEw8HTt+NpKpajkk9TXNirxAO3QzlyO1QPhldp8W9P6Ajd14l8fWR6wR/4YLE3JRxHVtiZKDPtcgELoXH8ueTSAB8HW3o4OdBO1832vm4ITFXvy9mRob01Tir5Uolz5IzuBmTqDVB1YqRgT4uEktcJZa4Wqv3bjZWtHFzYURQM2zM1ZnUKkEgr7RMq23kl5bz/lvv3n8wOHx25QpxhYX8MGgQLZ3eHsf/64Mn3E5M5oNO7VjUo+v/4C98u6RKZSw+dRkjA30mtWn5t8f/cecZJZXV+Dnaki4txsNW8tZjk/OLyJAWY2thxpnnUbTxccPV2vKtE01JRRVXw+IZEB5Pj+Y+jfoo9PREvErO4cGrZDo082zgvDY00MfcxIhrT2OZ0CcEizc0kdo8h8j4LHq282sAxrUO6bjkPHw8dH0puRqzUn06DYDi4gpSUgvo3q0Jb8rF82EADBoS3GDs+7XnUCga9zOsXXgYQ0N9Vv44Wce+DfD958d4cPUV7385jJHv6D5HqbHZLJv0C3bOEtYe+BCnN8xUR364xOntNxnxXm/eXzuu0XuRHpfN+pnbCGjnwxd7PmrU3PS/TWKfJ2FibozDG39v7MsUFHIl/m/4G1QqFZGPE3SS3wByM4owMNTXZkvLahPgJHVgUF0tfyOoQHexUuvXKivTRN9p/GAZWUXY24q14awJqXkEB7rj6iBBJQhEJ+XQqokr3YN9OXo9lG/3XWdy/zY09VSDl4utJX1a+3PiXiQ2YjOGdGiGraU5hgb6rJ06kMnfHWLu9tO806sNPYN8GNG2OSPaNkehVBGTlcfThHSeJqRz6ukrDj0IQyQCHwcbPGwluNhY4mpthYu1Ja42ljR3caSTrwfLhvQipbCIjKJiMotKyCwqJlNWQmZRCdFZeRRV6C7CTAwNcJFY4iKxxNlKjLNEjIvEktaujTMe1Mp/LDi0dHLidnIyy69fJ624mNlt2jTqiPa3t8XcyIg/Hj/nalyiDlW3el/Xrk/hbaBfn7q7rm1qaICfnS3NHOxxthT/S6s7C2MjOnt78DA5jfePnEFsbExXX096NvGmu583Nm/wI7XycMYn3oaDj8M4+DgMH3sbejT1pkcTb4I9nDGql+9ha2FG/5b+PI5P48ujVwFwkohp4+1KWx9X2vi44W1vrf3dE7sFc+xBOIt2ncfKzIRBbQIY0SGQZm4Odcf0DGb3lWfM++U0dpZmDGrfjGEdA7XV3QAm9gth1/knjF++hyVTetOrTV0ajKuDhG6tfTly+SUR8Vl8Mbsf/vVAoE0LD7zcbFjz8yUevkhiyfv9EGvowVu39ODgiSes3HCW9ctHY6gBGnNzY9zdbDh9NpR+fZrjVq8Ogq+/I3duxXD9aiSD3zArWVmZIa9RaDNua0UkEmFuaUJRYRnGJg1NmPr6ehgZG9B1QMNwVn0DPaqr5PQc2aYBMECdZjRoWte3Pi96+nrIq+V0GBzyP069/a9IxL3XXN1/l/7Tu+tM9FUVNfy8+CDW9paE9ND115zZdZeMxDwmza/T2FQqFQ+uvqJZSB1gxL1SayQevvb1jhPQq7coqWXGTU0pwNfPkYAAZ0xMDNl/6CHrvh5DcHN37GwsWL3xHFu+nUibFh7Y21jw5eazbFk1ng4tPbG3tuDzH86yddlYWjd1Y0T3Flx6GMPFRzH4u9szvGtzBnZqxtzhXcgtKuXHk/f4+fR9urbwZkTnFnRp4cVXk/rz8/kHLNlzQfv+hPi44GJjiYuNJTN7tGV2r3bIFUoi03N4lpjBq/QcMotKeJqYoc0zqhULEyM1WFirz3ezsSLEzYWhQQG42FhiaWpCeXUNWbKSOvDQAEe2rITorFykmoTUv5uaRMJfxKf//0Xatm0rPH/+vEF/clERG+/d42pCAo7m5nzapQujAwMbrEwLyyvY9ewF6bJiTUW3uqpv2kpwyrq2QlXvGGX9SnC6dncrE2OaOTjQzNGeZg72NHO0x9fW5h8Ooy2vqeFRUhq34pO5E59EflkFIiDYzZme/j70bOJNUwc77YSSVijjTlwyd14n8TQlA4VShaG+PoEuDgS7OxPs4UywhwuOlmoK7oTcQl4kZfA8OZMXSRkUlKrVdRtzU9pogKKttys+jjY8i8/g7NNobkUmUC1X4utky4gOgQxuE4C9lQVyhZJ7r5I59yiKB69SUKhUNPNwYFjHQAa0C8DawpSopGy+2Xud+PR8eob4snhKbxw1dlpBELj2KJYfDtyipKyKyYPbMntUR60KXyNXcPD0M/aceIS/lwM/rBirBYjzVyPYuPUKvbsFsGLhEK2tPjOriLkL9iO2MGHrT9Ow0oRGKpUqvvz8KOGhqfywdToBzepWUMWyCt6b+BtW1uZs3fOujvaQkpDLx+N/pduAFnz+7Tide5WTLmXOwM30HhHCp+t0xwBWvrOd+Ig09j5a3SAstURaxvSQZXQb1ppFW2e89XlYMnAd+ZlSdoVvfGu2+P8GKS4o5aNOyzExN2br/a91Evd+WniAy/vv882f82ndsy78NyMxl7kDNhHSrSmrdr2rfaZDHyawbMYffPbdRC1r7befHSXyRQoHr3+mPW7OxN9w97Rl5QY10WBebgmTx/3Mhx/3Y8z49gD8eeIZv26/yarlI+jZPYC0DCnzlx1GpCdiy7pJiETw8aqjyBVKtqwaj5GxAR998ydyhZKty8bi525PSXkVV5685ty9KGJSczHQ16NHiC/DurbAyU7M+ScxXHgcTUFJhVaTGNIhgIKySs48ieJmRAI1ijq7v5GBPk7WYlysLXG2scTZpq7tJLHAxNiQvOIyMotKyJKqJ/msohIypeqJv6JadxEjNjHWahquNpYaILHSaCGWiE2NqayRk1NcSn5pOR18PV4IgtBopMt/NDjUyvPMTL69c4ewnBya2tmxtHt3unt5/dt/hyAIlNXUEJ9fSExePjG5ecTk5RObX0C15oEw1NfHX6NZaEHDwf5vncgqQSA6O4/b8Uncik/mVVYuAE6WFvT096GXvzcdvT0w0ajP5dU1PE5KJzQ1k7C0bF5l5WofSicrsRYsWrk708zZAUN9PdIKZFqgeJGUSWaR2mQjMTNhRNvmjO8YhLW5KVfD4jj7JJrwlGz09UR0DvBiePtAerTwwdjQAGlJBZefv+bco2hiM/Ix0NejW5APU3qH0NLbmUPXXvL7mUcY6Onx0ZiujOnVUgvYxWWVbD18j3N3XuHqYMVnM/vSIaguGer+80SWbz6Lj4cdP64Yi6UmEurQiSds23uXkYOD+fT9Ont/ZFQGiz47QrMAFzZ9O15rey4uruCjObtQqQS27ZiNlaTOufnkfhwrFh5h7NROvDe/n8592P/rDQ5uu8WaX6bT7g2T1R/fnufUnvv8cnYB3k2ddcbCHsTxxcRf+GTTRAZMbBhNtu3LY5zfdZtdz9Y2iOCplRuHH7Dx3e1suLiU4B5vT3D8Pyl5GYWsGPUdmQk5/HhrJX7BXtqxO6ees/69HYyfP4CZK+rYZpVKFYtH/0RGYh7bbyzFpl7k2bcLDhL6KIED95ZhZGyISqViUq8NtOnix2f1QPjDqb/j4GTJV5snavvemfQrHp52rFk/Xvs9H87bR6G0jL073sXCwoTktALmLzuCkZEBP6+biFIQmKcBiJ9Xj8fAyIC53xxDrlBpAaJW4tPzOXc/ikuPYpCVVWIvMWdIl+YM7tSM9MJizj6M4m5EEgqVihZeTgzvFEi3IB+KK6rIKiohW1pKdlEJ2dISsopKyZaWUKhZoNWKnkiEg5UFzjZinDXagrONGBcbK9xsLTEzNiK3pKwhcGg+V9bogoelqRo8agFk6Yhe/9ng4NuiuXD8+jVCnN5uQxMEgUvx8Wy6d4+04mK6enryebduBDo0TkHx7xSFSkWytIiY3Hxi8vJ4nVdAdG4e0nq2QTcry3qA4UBzJwecLRuPrgLIKy3jbkIKt+OTeZCUSkWNHBMDAzp6u9PT35ue/j44W9WdX6NQ8jonn/C0LMLSswlNyyanWM3CaWygT3MXR1p5OGtBw15sQXZRCS+SM7nxKoFbUeqHvKO/BxM6tqRncx8yC4o59yyGc8+iyZWVITY1ZlDrpgzv0JwWHo6IRCLiMvI5/ziai09fIy2tYFSXFiwY1Y2S8irW77/Bk6hUWvg48eWMfvi51b14L6LT2bDrOmk5RQzs0owFU3pos1Mfvkhk2aazeLvb8tPKcVqA+HX3bY6cesaMiZ2ZNbmL9lo3bkWz9ttz9OvTnC8+G6IFjrjYbBbM3UtQSw++3TRRJzrox2/Pc+n0Szb9Np2W9UJha2oUfDzhVyrLq9l+aj5m9XwdpbIKZvXdSEArd9bsnK1zvwRB4ONBm1DIlWy7vrSB+SgvQ8qsdssZOqsnH3zTOM12dWUNk/3m07ZfS77Y89Fbn43/U5IYnsqKMd9TWV7FykPzCelVF+mVk1rA3F5r8WjqzKazi3XCe49vu8HOb87y2ZZp9BpVN0/JpGVM67aOoVM68f6yYQAkxeXw0ditLFozmn4jWmuP/fidHUhszFj7w2Rt3/ebLnDnVgwnzy3U3tu4+Bw+nLePoYNb8en8AQAkJOex4MujmJsZ8/O3E6lRKPl41VEUbwBEoayClk1c6Nbal64hPni6qEFcrlByLzyJc/de8TAyBZUgEOzvyrCuzWnTzJ3b4YmceRRFQmYBxob6+Djb4mRjiZO1BY7WYhytxThp9mIzY/JLysmWlpBdVEJWPQDJLiolV1aqk1NkoKeHi60lHnYS3O0luNtJtG0XazHlNXIypcUa0NCAh0YLKSgt58HXH/1ng4OFt6dgv2g+Xd09mdeuI+1dGqeWADUNxcHwcLY+fkxxVRWjAgNZ2KULzm8Jc/0rqS3tWVpdTWlNDaXV1chVKprY2jZKgfHmufnl5RrAyNfuU6RFWleao9iCEBdnbTZ1cyeHRvmiahQKnqVmcis+idvxyaQXqcM7mzraEezmTDNHewIc7WniaKcT8ptbUkaYBizC07KJysrThrq5Siy1mkU7bzdszEw5+TSKP59EkiMrxd7SnDHtWzCmQxAOluY8jUvn7NNobkTEUy1X4u1ow/D2gQxp2wxHiQWVNXJtTLjEwpTPxveiT4gfl5+85ofDdyitrGbawLbMHtYBE01ocHWNgr1nn7Dv3DPMTI1YMLkHg7sFIhKJePQyiWWbzuDpastPq8ZhJTZFEAQ2bLnMxRuvWPBeH8YMrZs8Dhx6yM4995gxrQvvTKtzGF+6EMZ3Gy4weVpnZs3ppe2vrKjhw6nbUSpVbDv4AeYWdfczOjyNRdP/YNikDny0VIelnhM777JjwwXW7X6XkC669GI3Tjxj8ycHWLPvA9q+kR8BsHnuHu6ff8m+0HVYNkIiCPDLon1c2nWbQwk/YWn7zz+z/13y/FoEa6duxdzKjLUnF+Hdoi7zWSFXsnjYZjLic9h680ucPOt8UalxOcwbvIl2vQJZ/vssHdA8vvMOOzdcZNvFhXhq6l2c2PeAPzZfYv/VJdjXI+xbMGsnpubGrP95qrbv5vUo1n19ml9+n0nTgLqF4y/bbnD85HO2/DBFG+Ycm5DDpyuOYSU2Zcu3E6mqUegAhLm5CWdvR3LvZSJxqfkAeDhZ0621D91a+9LC3wUDfT0KZGVcfBTD2XuvSM0pwtTYkL7tmjC0SyAmJoZcfPqa5BwpuUWl5BaVUV6l61PQ1xNhb2WB45vAYSPGydoCO0tzFIKKbGkpaQUy0vNlpBfISCsoJj1fpuOj0NcT4Wxtibu9BjDsJLjbW+FhJ8HV1gojA3309PT+s8GhdZs2wnt//MaO0OcUVlbS0dWdee060sm1YRx1rZRUVfHr06fsDQ1FBMxq04Z2rq7aSb60upqy2nYjfWX1wOBNEQH+trYEOzsT4uxMiIsLvjY2/xCXU3lNDbF5BUTm5BKamU14VjYZxWrzjqGeHs0cHQhxrQMMlzec3oIgkFRYxO24JO4mpBCVnUepJndDBHjYSAjQgEWAox0BTnWO8xqFgpjsfELTsghLyyY8PZvcEnUWZZCbE1M6tKJvoB9PEzM49jiCe6+TESGiezNvJnRqSecmnlRUy7kWFsfZp9GEJmWhJxLRsakHwzs0p3eQL8k5Ur7ef43X6Xl0D/Jh6cTemBga8OOxO1x4EI27g4Sl0/vSPrAukiU5s5Bvd14jIi6LtoHufPXRYGwl5jwJS2bpxjN4OFvz48pxWFuZoVCqWLn+DPefJLBi0RD6acwvgiCw8buLXL76imWfDaVf37pV7febLnDxXBhffTOWLt3qQoGjItJZ9N4e+g1pxaIVujkFv64/z7nDT/hu3xwCW9X91poaBe8N3IyFpSlbTs7T8Q3IaxTM7Pw1Hk0cWXeoYZ5n6ussPuj2NVM/G8qUJUMbjAMkRabxYcflfLhpKiM/6t/oMf/TcnnvHX6atxuvQDfWnFyInYuuWWzX16f48+crLNsxh24j6jislAoln474gdwMKdtvfIHErg7sqipr+GDI99g6WPHdkQ+1/Svm7iMrTcrOc5/ofMfC9/agr6/Hpt+ma/sKC0qZMHoLcz7szYRJdaa8ysoaZs7ZiYmpIX/8OlMbxBD1OouFq45hbyPmp3UTKK+s4eNVR1EqVfy8erw2Ui6noIT7oUnce5nIi+h0FEoVVhYmdAn2oWtrHzoEeWFmYkhkYjZn77/i+tM4yqtqcHeQMKxrc1r6uWBvbYGDxAK5SkWutJTcolK1ZqBp5xSVaQCkVMdHAWo/haO1GE9Ha7ydbPBytMbb2QZPB2tUQLoGNNIKZKTl17VredJA7Yx2koi58tWc/2xwqPU5VMrlHI6KYPvLZ+RVlNPGyYV57TrS3cPrrSCRWVLCd/fvc+b16wZjeiIRFkZGiI2NERsZYaHZi42NERsb645p2iKRiKjcXF5mZxOenU2xZmK2MDIi2NmZYCcn9d7ZGWtT0wbf2Zjkl5XrMLhGZudSpVDHa9ubmxHs6kKwixMhrs60cHLUicoSBIGs4lJe5+YTk5NPbG4+r3PzSdNoF6B2nDd1tCfAqQ40/OxtMTYwIFtWys3XiRx+Ek5SvhQbc1PGtGnBhPYtEVQCx5+84sTTV0jLKnC1tmRsxyBGtWuOndic1LwitdnpaTQ5slJNidG+tPd35/CtUH47+xA9PRHzRnZlXPdWPH+dzvp910nPkzGkSyCfjO+hza5WqQTO3Ipky6E7ONiK+eWLsdhZW/A0PIXPN5zGzUnCllXjsLYyp7pazpKvThAZk8m3y0fRUcM7JJcr+XzZMSKjMti8fiKtNLw+NdUKPpm3j4x0Kb/+Pgs397rJbdevNziy5wGrN02gc4864Kgor+b9UVsQW5ny85GPdExSt8+HsWHhYRZvnECfkXXaC8CxX6+z+9tz/HLlM51ch1r5atqvRD1JZF/oOkzMG9c+53VfTU1lDduefvN/NNdBEAT2rTnBoQ1nadM3iOUHPsZMrPtMv7gVzfLxWxg0vRvzv5uiM3bk56vs3XiBZb/NoNsbUWM7N17k+I47bNj/Hi07qDP5FXIlY7t+Q99hwXy8XBesl3y4D6VSxfe/z9DpnzV1G07OEtZtmqjT/+hJIstWHGf2jG5MnVxHXxIRncHiVcdxdrTip28mUFJepQWILavG4+upG0pdXlHNk1ep3HuZyIOwZErKqjA00KdNoDvdWvvSLcQHsYUJN5/Hc+7BK1681q3bLDYzVgOFBizUbTH2EnWfvcQcRJArKyO3qIwcDWBkFRSTkltEWl4R1fWSRyUWpmqwcLLBSwMcXk42ONuIKauqUYOFBjzyistYNan//x3gUCvVCgXHYl6x7cVTsspKaengxLx2Henj5fPWlym5qAhZZaUOAJgZGv6XXj6VIJBSVERodjZhmu11QYE2bt9LIiHY2ZnWLi4EOzvT1M5Oy8/+VyJXKonLL9CCRWhmNmkyTdFzPT0CHOwIcXGhlasT/na2eFlbN8jiLquuIS6vQAcw4vIKtLxQ+iIRPnY2BDjZ09LFiaEtmhKbU8Chx2Hceq0uhNK7mS+TO7SitYcLt6KTOPoogqeJ6Rjo69GnhR8TOrWknY8bggCPYlPZcPI2qXlFDG3XjMUje1BeWc26wzd4HJNGSx9nVkzpi6udFbvOPWHf5eeITY35dFIPBnVspr0PYbGZLNx0EjuJBVuXjcXBRszziFQ+W38KF0crtqwaj43EnLLyahZ8eYS0DCnfrxlPkIYyurS0irkL9lNcXMH2X2bgpDFN5OYU8+GcndjYWPDzthla+m65XMn8mTspyC/h98MfYl0v0ere1Vd8s/gIc5cNY9jEumKFKpWKT8ZuRVZYxh9XlujwKpXKKpjeYRVdBwez6AfdyRIg5lkSCwdv5P214xj5fuN1FS7uusVP83bz0+1VBLT7ewqU/w6R1yj44aOd3Dj8gIEzejDvx3caVJ2T5hYzt9darGzF/HhlqQ6rbHJMJvOHfEfnAS354rcZOufFv8rgk7Fb6T+2HQvWjtH2v3qZwuIZO1j+/SS69tXNXF867wCV5dX8tEvX1/PT95e4fuUVpy4sxOCN3JDVa0/z8FECu36fpRPq/DIijc++PoGHqzU/rp1AUUkl81YfpbCoHE9XG4KautCiqStBTV3wcLHRZicrlCoi47O49zKRuy8StcR9TTwdtOYniaUp6Xky8ovUk31+USn5RWXkycrILyqjsLiiAcOxoYE+9hJz7LXgYYGjjSU+LjZ4OdugUKlIzS0iObeIlBwpKblSUnKKkNZzbhsZ6OPhINEAhg1eTtZ4OdrQ3Mvp/y5wqJUapZITr6P47cVT0kuKCbSz5+O2HRng6//fRtetEoS/vHZ5TQ2RubmEZWcTqtkKK9Q30dTAgCBHR4KdnWnh6IivjQ1eEgkm/wBRYGFFBWGZ2Vpq8IjsHCrkdZEKjhbmeFpb42UjwcvGGi9rCV7WEjysJVo/hlKlIq2omJicPGJzC3itAY2ckjKMDfQZ0iKAqe1aITEx5eizCI4/j0RWUYWPvQ1TOgYzPLgZucVlHH8cyennUZRUVuNtb834Ti0Z3iYQE0MD/rj6lN3XnyE2NWbJ6B4Mat2Ui89e8/2fdyirqmHmgHbMGtie9Nwi1u29TmRiNh2ae7J0Wh/cHCQARMRl8cnGk9hYmfHrsnE42Ip58SqNz749iZO9JVtWTcDW2hxpUTlzlx6iuKSSresn4aNZ9WVmFvH+x3txdbHm5x+maCOYXjxLYuniw/Tq05wvVozQAlJyYh4fT/+Dtp18Wb1pgrZfEAS+mLObhNfZ7Dz3iU7GbsSTRD6f9jszFw9i/Hs9de7VbytPcPHAA/Y8XIWtU0PajyXDNpObXsiuZ2sblAIFNVX3JN/59BzXkU9/md1g/L9bymTlfD1pC+F3Y3hn1VgmLRnWYBGlUqlYPuFnoh4nsOXaF3jWs/kr5EoWDPsOaW4x2258gVU9/4pCrmTBmJ+RScvYfnERFvWYWQ/8dpOD225x7O4XiN9g2V3+6SFk0gq27n1Xp//OrRjWrDrJd1um0uoN2vbCwjLeeXcHTfyd+G7DBJ2/4WloMl+sOYWPlx3ffz2e8soart6L4VVsJpGxWZRoSPvEFia0aOJMUFNXWjR1oZmvE2amRgiCQGp2EfdeJnLvZSKR8VkIAthbW+DnYYedxBw7iQW2EnN121r92UpsSkl5lQ5g5BWVkS8rI68WSIrKqKrHJmBlboKPqy2+rnb4utnh62qLj4stiESk5EhJzpWqQSOniJRcKRn5xagEAZEIXv628P9OcKgVuVLJ2bjXbH3+hJTiIprY2PJx244M9mvyT1NjVMrlZJSWkFFS/Ma+hMzSYmRVVTSzs6etsyttnF1p5+yKo8Xb6ScEQSCzpESrXYRmZxOdl6f1ZYgANysrfKyt8bGxwcfGBl9ra3xtbLA1M3urZqNQqUgskJIklZIilZEsLSK1qIiUIplOlJQI1LVobSQawKgDEDcrSwz19YnLK+Dgs3DORsRQIZcT4ubM5Hat6OXnw42YBA4+DiMqKw9zYyNGhAQyuUMrXCSWXAmP49ijCMLTsjE20Gdcx5bMG9CZLGkJXx+9TkRKNp0DPFk+vg9mRoZ8d/wOF5++xsvRmuVT+tLK14UTtyL49cR9FEolc0Z0Ykr/NhgY6PMqIYsFG05iLTblly/H42grJjQqncXrTuBoZ8mW1eOxs7YgO7eYuZ8fQkDgl/WTcXGSAPDgUTzLV51kyKCWLP60rl7yof0P2PXHbeYu6M+oemyuxw8+4vefrrFw+TAG1ivok5qYx0fjttJ/ZGsWrBypcw9Wvb+HV8+S2HX9c53aA9mpBbzbfS3jPuzDjKXDGty7p9ciWTX5FxZtnUHfCQ3LjQJ8/+EO7px4wuHELQ1MOf+dkptWwPLR35GVkMPC396lz6QujR73589X2PX1KeZ9N4XB03U5qA7+cIkD319m+e+zdIgHAY5uu8We7y+z4pfpdH6D12rxjD+orpLz85GGkVqrFh8hN7uYbQd1CSEqK2qYPO5nWgV7svqbsQ3OO3s+lB+2XGXpkiEM6KfLePzoWSJffnuapr6OfPfVeMw0mo8gCKRlFWmBIjI2i5QMNSmfvp4IPy8HWjR1IUizOdpZIiut5EFYMo/CksnIk1EoK0faiJYA6rK6dtYW2EnM64FH3WdbKzMMDPTJzC8mMbOAxMxCEjPU+7J6fgV7iTm+rnb4uKoBw9fNDh8XW/T1RGQUFJNVWEK3IJ//u8GhVpQqFRcSYtn6/Anx0kJ8JNbMDm5DaycXfK3VDmNpZSU55WXklpeRU1baAAAKK3XjkI309HG1tMRNbImbpRViIyMi83IJzc3W+gXcxJa0dXGljZMLfja2+FrbYGf69om9WqEgqaiIRKl6cq/dJxcVUamoWzFYGhvjqwEMH2trXMRibMzMsDE1xcbUFGtT00ajm0qqqkgpkpEilWkBI0UqI0VapEM8qC8S4WplSVMHeyaHtKSVsxOnwqM5+CyMFKkMW3MzxrcOYnr7YNKlxRx6HMblV/HIlUo6+XowvXNrujfxIjYrn4MPwjj9PApHKzErR/ehS1NPjt2PYMv5+6gEgY8Hd2FKjxAev05l3aEbZBWWMLprEJ+M7kZ5ZQ2bD97kdmgi/m52rJ87DA9Ha14lZLNgwwkkYlN+/mIsLvZWhEVnsHjdCexsLNiyajwOtmKSUvOZ98URLMUm/PztJC1Vws7ddzlw+BGfzu/PcI3NW6USWPXlnzx9nMjGHyZrV5sqlcDnc/cRF5PNr/vm6DC1/r75Eqf2P+THA+/TNKguUi41IZePhv7AkMmd+GjlCJ17sPb9XYQ/iGfv41WYvVHdTRAEPuq5FpVSxW93VzSa8BbzNIFPen3Ngq0zGTyzV4Px/w6JD01m5Zjvqa6Ss/Lw/LfmWkQ8iGXZ2J/oPDiYL3bM0XnO48LTWDjyB7oPC+GzLdN1zktNyGXeyC106N2ML7dM1RkrL6tiQvdvGT29M7M+GdDgO7/+/BjpqYX8Uc95XSu7d9xWg/7+D3B/I0NdpRKYv/Ag6RlS9vwxG+s3anPffRTHqg1naR7gwsaVY7UA8aaUlFURFacGilexWUQnZFOpybK3s7EgqImLWrPwc8LT1QYrsSkqQUBWUqk2J8nKKZCVUyAro0BWrv5cpGkXV6BU6ga+iETgam+Fj7sdPm52NPG0p2UTF5QqoQ4wMgtIzCggOatQ65cQicDFzkqtZbjaMndst/9scAhu3Vp4/vz5P2SvB7Xp53JiPFufPyamQB2WZqipZvYmHbeRnj4uYkvc6gGAm/azFfbm5o2akeRKJdEF+TzPztRuBRV1wCI2MlZrAxKbur3EGm+JdaMTeu3vziktJVEDGMn1ACS3/M2S3mqxNTPD3dISNysr3K2scLW0xN3KCjdLS1wsLTGql60tCAJFlVVqwJDKNKBRxPOMTPLKyunh682y3t3xsrHmYVIaB56FcTsuCbGJMfN6dGJS25aUVFZz/Pkrjj4NJ6ekjE6+Hiwd3AN/RzvCUrJYffw6CbmFTO/Wmk8Hd6WwtIJv/rzB3ahkOgV48s3UgZgZGfLbuYccuhmKq50VG+YMIcDdgVsv4vlm7zV1RNLM/vRu24ToxBwWbDiBSAQr3h9It9a+RLzOZNE3JzAy1Gfl/MF0CPbm1etMFq74EzMzI1YsHEKbVp4olSq+WHGcZ8+TGdCvBXM/6INYbEJZaRUff7Cb7CwZk6Z2Zsr0rhga6pObLePDqb+jUgm8v6AfA0eEIBKJKC+r4r2RP1FdpWDphvG0rRfCunX1KS4ceszoWd2YtXiQlhPpdWgKC0f8iF+QGyv+mI29iy4xZG3C2LDZPfnw2wkNFhKCIDC38woKsor4/vpy3Px1k+7+3XJl3122froXib0la04uwqsRGm6VSsXxrdfY9+0ZnDzt+fHK51hozD8qlYrz++6z65uzWEjM+O3q54g1E7EgCFw7+Zzt35xD30CfbRcWYmNfF7n08lECP689S3a6lO/3vUdgcF10WGVlDQf+uMOJw48JbuutE8paK9GvMpj/0V6WfDGUAW9oKgDJKfm8P3cv9vZi1q4ajbe3rtP55v3XfL35PBbmxjRv6kITX0ft5mDXOEWOQqkiKa1Aq128is0iK68uCMTUxBAne0uc7a1wcrDUtp0dLHGyt0Jiaaq9rkolUFxWSUGRGjwKZeVkF5SQnFlIYkYhGTlF2twHT2drggPcCG7qSkiAG052lihVKrWWkVEPNDILyZOWcue3ef/Z4CDx8xYcls7Dy8oaX4kNvhIb/CS2+Eps8JHYYG7YONoLgkBikZSo/DxeF+ajJ9LDycICR3P15mRu8dbJH6BcXkNGaTHppWrNIr1UhrSyElexJT5W6u/2trLGythEHTVUVkpikZSkIimJMvXkniSTkl1WV3RDBLhZWuEqtkRiYoK1iSnWJiZYGavbViYmWJvUtSXGJhjq61NaXU1eeTnSigqklZUUVlZSWFFBVola48koLiartBRFvdBbEeBoYaEGCysrLYi4aQDE0cICfT09apRKDrwI4+cHj6mSK5jWJpiPu3TA0sSE+LwCvr16hwdJafja2bBsQE+6+noiVyo5+jSCrTceUV5Tw4T2rfi4dyfMjAzYfP4ehx6EEeTuxKapg3G1tuTko1dsOHkLS1MTvp0+iHb+7ryMz2DZrksUlVWyaGwPxnVvSXZhCct+u0BUcg4T+gQzf3x3cgtL+fLnC8Sl5jFpUBs+mtCVrFwZy787R1JaAVNHtWfOxK6kpheyauNZ0jOlTB/fiXcmdEKlEjhw6CEHjzxGIjHj0/kD6NrZn5KSSn79+RrXr0Ti5W3P4qVDCWjmQnZmEd+vPUf4ixRC2nmzcPkwHJ0l5GRI+eqTQ6Qm5DJzfn/GzlTzJCnkSn5fd45zBx8R0sWfL36YjFiTjf34aiQbF+zH2MSQ1bvfo2k9m7ggCOxYfYKTv15nwicDmfHlyAbPX2ZCDp/2WYOJuTE/3FiJbb16B/8uqamq4dfFB7i0+zbBPQL5Ys9HSBphwJXmFrP54z2E3o6h2/DWzP9+qhYYcjOk/LD4EOEP4mnbqxmfbJyk9bVI80vZsuIET27GENTeh4XfjsNJEy0mLSjl902XuH0pAldPWz7+cjghHesc8I/uxfLLpsvk5RQzaEQIs+f2wVJi1uC3bfn+MpcuhnHk+HydTPj68ioqg1VrTlNRUcPniwfTs7tugaKwV+lcuBZJXFIuqemFWhZiK7Ep/r4OdYDh44irc+PVHQuKynidmEtmjozs/GJy8krIyS8hJ79YW8+6VkyMDXCyt1KDhkMdiNQCiMSyzvJQXaMgPi2P0NeZhL3OIDwui7IK9fWc7CwJCXAluKkbIQFuuDvV/TaFUoWhgf5/Njj4BbUQZu/4hUSZlCRZIaklMh0NwNlcrAUN9WaLn8QWBzPzv4xGqlIoyCorIV0LALp7adUb7If6BtiYmJJboVsQyM7UTAsWPlbWGtCwwcPSCkM9fSrkcpJlUpI0YJFUVERWWSnF1VUUVVUiq6rSmdTfFLGRUQPwkGhAxcNSgo+12k9hZmhEXlkZ6cXFpGsAI724mMySEtKLi8ktK9PhsjTU08NZLKapnR2fdO6MvZk5P9x9wLHwV0hMTVnYozPjWrZATyTiZlwS66/eIa2omF5NfFjarztettYUlVey9eYjjj6NwM7CjM3jB9PW241rkfGsPHYNgDXj+9M3yI+4zHyW7LlAWr6M9wd2ZE7/9pRUVLNyz2UeRKXQt7U/K6b2w8TQgK3H73Ho6kuaeTqy7sMh2Ess+PnwXY5fCyPQ14m1c4dga2XGj7tvcfZ6BC0DXFn9yRDE5ib8uP06l29G4edtz+fzB9HU15H4hFw2bL5IYlIevXs2Y/7cvlhZmfH4UTw/br6EtLCMcRM7Mn1mNwwNDbh4+iU7fr6Gvr4en381ivZd/KmqqOGH1ae4czmSHgOD+HT1KG2EzuVjT/nlq9PYOVmx6rd38GqiZgpOi89h5TvbkRWUsXz7LJ3kOEEQ2LLoIJf332fWylGMm9fQnBL3MoklA7/F2duB765+iXkj5VD/VclJzWftlJ+JD01hwuJhvLNyTKM1Jl7cimbz3N1UlFbx/jfjtQSCgiBw7dgTtq0+CQK8t2oUAyZ21L5z9y5FsHXVKSorapi5aCAj3umCnp4egiBw+1IEv6w7T3VlDeNnd2fC7O4YaXi28nNL+PW7yzy4/RpPH3sWLB1Ci2CPBr8LIDNDygezd9K9ZwBLvmjo36kvBYWlrF5zmqjoLCZP6MisGd0a/XurquUkpeQTm5hLnGZLTitAoVC/oxbmxvj7OODvU6dhuLtYN3qtWiktr1IDRV6JGjjyS8jOUwNHdn6Jtt51rZiaGBLU1JXgQDdCmrvTzNdJm6+hVKlITC8g9HUGYa8zCYvNpKhEw5tmZUZIUzeCA1wJDnCjiafDfzY4vOlzqFEqSSuRkSArJFEmJVG7l1Imr8sgtDA00gKGj5UN1UqlduJPLy0mt0K3jJ6hnh6uFpa4i61w02zu9fa1foQapZK0Upl6opdJSSpWT/rJxUUUVtWZlgxEenhYWtUBh0bT8LHS9UkIgkC5XI6sqpKiqipkGsAoqqpEVl2lbRdXVemMF1dX6Uz29mbm+FrbaDcfiXrvIhajJxJRrVCQVVqqBYsMDYg8TE2luLqaKa1a8WnnzmTISlh7/TbPMzIJcLBned+edPBwo0ahYN/TMH69+4QahYJpHUL4qFsHxCbGRGflsujoRdKlxXzcuxNzerQjW1bK4gMXeJWey+QuwSwe2g2FUsXaYze48Pw1HZq4s27aIGwszNh3/Tm/nHmAs40l698dTKCnE7dfJvD1riuoBEFrZrr5NI51O9Sgs3xOf3q28+fqvRg2br+KoYE+K+YNonMbX+49juf7bdeQySqYPLYD70zohJ5IxKEjj9l/6CEW5ibM/7gvPbsHUF5ezfZfb3DpfBjuHrYs/nwozYPcyEyXsmbpnyTF5zJ5VjemzemBnp6I47vvs3vLVTz9HFn142RtOcuY0FTWzttPRVk1izdMoMsAtQNUmlfCiunbSI3NZsHGSfQb1157z5RKFRs/2MXd08/5eNNkhsxoWPntxY1XfDXxR6oramjW3hcnLwecvOxx9rLHydsBZ297bF1s/nJyelOeXY1gw+zfUCkFFv8+h85D2zQ4RiFXsvfbMxz/+SqeAS588ce72qgkaV4JWz4/ypPrrwjq6MfC7yZrGWlLZRX88tVp7lwIp0mQG4s2jMdDkwEtk5az9Zuz3L8WRUBLdxatGY27xsyjVKg48+dT9m6/jUqpYsq73RkzuZN2Uqwv0sIyDuy9z4VzoRga6bPl1xn4+P49VU5NjYKtv93g3IUw2rbxYsUXw7G0/HuHf41cQXJaIfH1ACMhJV9bec7E2BA/b3ua+Dri4iRR04TbWmBno94a+xvqS3lFtRow8kvIzismNbOQsOgMktPVjnBjIwNaNHEhuLkbwc3caN7ERVsnRRAE0rKLCI1Vg0Xo6wxyC0sRieDxgUX/d4HD20QQBPIqyjWgUQcYiTIp2eWl6IlEOJuLdSb8+m0HM3Od6KZyeQ3xsgLiiwuJlxUQJysgu7wEVwsrvC2t8ba0wUezOZpZIBKJkFVVqsGiWKoFj+TiIpJLiqipV6XJSE8fsZEm58LIGLGRJulO07as7TOs63vzeEORHhmlJeq/sdacVSQloUiq43g2MTDAR2KtAxy+1rZ4SySYGBgiq6zkh4cPORQRgcTEhMVduzK2eXOuxMaz/tY9sktKGRTgz+e9uuNqZUl+WTk/3HzAybAobMzN+LR3F0a3CqRKrmD1mRtciHhNRx93NowbhMTUhO8v3mP/vVAC3RzYPGUI7rZWnH4SxfrjtzA3MeLbaYPo0NSD8MQsvth5kcLSCj4d050JPVrpmpn6hjB/XDfyi8pYsfUC0Um5jOsfzLxJ3cnJL2HF9+dISMln0vC2fDC5G5VVcrbuvMWlG6/wcrdl6fyBBDZ1ISk5n43fXSQ2LoduXZvwybz+2Fib8+JZEt9vukhebjGjxrRj5pye6IlEbN10iSvnwghp583SNaOxtjHn+YN41n92FJGeiC82TaB1R3XVt8LcEtZ8vI/Y8HQmze3D1Hl90dPTo7y0irXv7STsfhwzlw5l3Ed15IEKuZI172zj2fVXLPltJr3G1IFHrRRkSdn/zSlykvPJSc0nL70QVT0npoGhPg4ednWA4WWPk5c9Tl5q8LDQ1EZQqVQcWn+GA+tO49XcjRWH5uPq69jg+7JT8tnw/k5iX6Yw+J1uzPl6nFZLenApnC2fH6WyopqZnw9lxOweWqf609uv+Wn5cYql5Uz5uC/j3+up9cM8uhXDT1+dpqykimlzezP2na51PpqoTLasv0BCbA7tOvvx8ZJBOLs2LOBVVlbFscOPOfnnU+RyJYOHBTN1elds7f45qpHzF8PY8st17O3EfL1qFL4+/zwHm0KpIjW9UA0WSbnEJ+YSn5xHZaW8wbESKzPsbMyxsxVjb2NRBxy2Yuw1bat6fohaKSquIDwmg7CYDMKiMkhIzUMQ1LkRgf7OWs2iRRNnTOtRzWcXlBCfmkePtv7/Dxz+TirkNZpaDQ0RvDEQiJcVkFleoj3GSE8fXytbXMzFZJWXklwipUpZF1lkZmCIt6UN3pbWasCwstF8tsHSyBilSkVWWQmJGi0jr6KM0hoNdUdNNWXyau3nkppqymqq+bs7py8S4WVlTaCtA81sHQi0dSDQ1h47EzOkVVUkFkl1fCCJRVIySoq11631f7Swd+TTDp2RK5SsvnmTF1lZtHR0ZHXv3jSxs2PHkxf8/vgZAgLvtm/Lex3bYWZkSGRWDt9cvk1oRjbNnR1YPbgPQS6OnHwRxTcXbmFubMSGsQPp7OfJzVeJLD+m1gK+GtuPAa2akJBdwJLdF0jOk/Je/w68P7AjpRXVrNx7hfuvkukT4sfKaf11zUxejqz7YAiONmJ+OXKPI5dfEuDtyNqPh2BvbcHPe29x6ko4gX5OLJs7EG93O568SGbjL1colJYxfkRbZk/ugoGBPseOP2X3vvuYmhjy8Yd96dsnkMrKGnZuv8WZUy9wdpHw+ZfDaRHkzuWzoWzddAlLK1O+/GYMzVt5kJVeyNcLDpGWlMesTwYw5p0uas2yWs7W1ae5duI5HXo3Y8nmiZhbmCCvUfD9woPcPvOS4TO7896qUdrVfnVlDSsnbeXV4wRW7HmfjgMbOlbri0KuID9DSnZyHjmp+eQk55OdkqcFj5JCXa3YwtocZy97BAESwlLoM6kL87fMaLR2xJ1Tz9my6AAikYgFP0yl2/A22t/4+9enuXjgAf5B7iz+aSoe/mrzWUVZNX98e47Lfz7Dq4kTizaOx0+TIV5WUsm2jRe5fjYUn6ZOLP5mLD4as1t5WRW7f7vFuePPsLET8+HCAXTr3azBJFlTreDMqeccOvCQ0pJKevUJZMbsHri+heH2H5HomExWfnWa8vJqliwaRO+eDfmw/lkRBIGS0ioKCkspkJaTX1hKgbSM/MJSCms/F5ZRVFzR4FxDA31sbSywt7XA0cGSls1cCQ7ywNPNRvv/KCmrIuJ1JmFR6YTFZBCXlItSJaCvr0eAryMhge4EB7rRMsAVczNjRCLR/wOHf0TK5TUkFBdqJ/9aIGgMBPwltjSR2OEvscPfyg4PsQQDPT0UKhUGmsinnAo1SCQVF5FUUkhySRHJJVLSy4p14pvtTMzxsbTG20qtZXhb2uBsLsbUwBAzzWZqYIiRnn5dBIMgUC7XAIcGQEpqagFEvcmqq0iQSYkpzCOzrO5vsDUxI9DWXgsYzWzt8ZHYYKinT5VCTrJMRmJRoRY87qSlUCGX805QCPPadeRWUhLr790jv7yccc2bs7hbN+QKJRtv3+N8dCxOYguW9OzGsEA13cSFqFg2Xb9HQVkFn/buwqxObUjMK2Th0Qsk5Ut5v0cHPurVkbySMpYcuEh4WjYTOrXks2E9UKoEvj1+k7NPo2nr58a30wdhJzZn//UXbD1zH2cbSzbMGUIzD0etmUkQYMWs/vRu48/dFwms2a4GnWXv9qdPhybcfBjLpt+vUVklZ9b4zkwe0Y7qajm/7bnD2cvhuLlY8/m8gbRq7kZaWiEbv79IVHQWnTr48umCAdjbiQkPS2Xz+vPk5hYz5/3ejJ3QgaT4XNZ8cZzcLBnvzuvL6EkdqKqs4bsVJ7l/LYqeg1ryyeqRmGiSpM4ffMT2dedw8bDl6z9m4eRug0qlYufaM5z84zbdhgaz+Iep2voPFWVVLBvzI0lRGXx16GNC3nCa/lPPenEFOSlqwMhOzic3NZ/s5HyKcmUMebc3g2f1ajABV1XUsP3Lo1w+8ICAtt4s3T4bRw81iV7K6yzWz91LalwOYz/ozfQlQzDUmDUiniTy/Rd/kp8lY8zsHkxd0E+bePjycQLfrziJtKCMCbO7M/n9nhhqMq3v3ojm182XKZKWMXxce2Z80EuHABHUpqarlyPYt/su+fmltOvgw6w5vfBv8vbqj/+MFBaWsXrtaV5FZdKjW1Ps7CwwMTHCxMQQExNDTDXbm30mb2z/LNOCXK5EKqsDi/zCMgqkZRpQKSM9s4gCqRrgra3MCA5yJ6SFewOwKK+sIfJ1JqHR6YRFZRCTmINSqUJPT0QTbwd2bZz+nw0Otk18BK81n/6XrqESBIqq6xzMfwcCAGXyaqKkOURIs4kozCZSmk1amQxHUwu8xRrNQGyrbbuZSzDS16daqSC9VEZSSRFJJVKSS6QkF0tJKpFSUNVwxVAr+iKRBiiMtIBRHzzMDHX7zAyM8LWyJdjOGWN9A2IK84mR5hFdkEeMNJ+4ogKtKctIT58mNnY0s9EFDStjE6SVFWx+/IAjURHYmpmxtFN3+nr78uuTJ+wJDcXU0JBPOnVianAwYZnZrL1+m6jcPFq7OrO8b0+CnJ0orarmy3PXuBITT3c/LzaMGICJoSHfnL/FqZdRtPF0ZdP4QdhamPHTpQfsufOCABd7vps6BE97a849jWbtnzcwNTJk3bRBdA7wJDwxi6U7LyAtrYtmyiooYdm280Qn52rNTIXFFazYeoFXCdmM7tOKBVN6UF5Rzfc7bnDrcRxNfRxZ9tFA/LzseRGeyoafr5CbX8zoIa2ZM60bxkYGnDrzgh2772JgoM9H7/dm0IAgysur2bz+PPfvxtK1W1MWfzEUEbD567M8uP2arr2bsWj5cMzMjTi68y57f76OT1MnVvwwGSeNSSTiSSJrPt6PoZEBX/8xU7uaPrH9JjvWniGoox8rd8zWRv6UFpXz2YjvyEktZN2JBTRr6/Nfeu7/UUmOzuTbOX+QEZ/L+PkDmPr5MAwM9REEgYsHHvD7V6cxExuz+IeptNGssKur5Oz+7hJn9j7AxdOWRRvGE6ihP6+qqGHHD1c4f/QJ7t72LF47RpsjUiKr4OdNl7hzLQq/AGc+WTqEJoG6dPyCIHD/biy7/7hNWlohAYEuvPt+b4JDdLOg/x0ilyvZvuMWt+/EUlVVQ2WV/C9rpjcmJsaGmJqqgUIsNsVaYoZEYobESrPXbOp+cyRWphgbv50ZQRAEsnJkhEamE/YqndDINPIL/x4sKqtqiIrLJjQ6naS0AtZ/Puo/Gxw8mjcTpu/86b98HSczi0ZBAKBaqSC6KJeIwiwipTlEFGaRWFKoNcG4mlsRZOOEr6WtWmMolZJSKkVaD3D0RSLczCV4aYGjbu9sZomeSERxTRXJxVLyK8upUMipVMh19hWKmnptOVX12m8eW187cTYT08rOmWB7F1rZORNk64ixvgFJMqkaNArziC5Ug0ZBvUQ/VwtLWju68EmbLpRX17D67k1Cc7Np7eTMV937YGpgyNe3bnE/NZWmdnas6tWLdm5unIiI4rs7D5BWVDA6qDmLenTBztyMwy8i+PbKHSRmJnw/ejDtPN04GxbDV2dvYGygz7djBtKjqTd3YpJYduQKcqWS1WP6MjgkgKScQpbsuUBiTiHv9uvABwM7UlZZZ2bq19qf5Zpopp//vMfhay8J9HZk3QdDcbS24Lc/H3DwwnOaeNqz9uOheDhbc+tRLN/tuEFJWRXvjO7A9NEdkSuU/LH/HifOv8TZ0YrPPh5Am1aeZGYWsemHS4RHpNO2jReLPhmIo4MlJ4495fdtN3B2krByzRh8fB04cegxO7Zex9nFmhXrx+Hj78ize3GsX3oMfX09lm2aQLCGUC4tIZfls3dSVlLFiq3TtFTft0495/tFh3DzdWDNvg+w04SqSnOKWTxsM6VF5Ww8sxDv5m+nqP+viiAIXNhzlz9WHsdcbMqS32Zqy3uWyir46fMjPLgYTuvuASz6YQo2mjDX2PB0Nn92lIzkfIZN6cSsJYO1Pomo0FQ2Lz9BTkYRI6d2Ysa8flr+qcf34vhx3XlKiiuYNqcH46d1Qd9A15Ee9jKFHdtv8TomCw9PO2bN6UGXbk3/x0gIBUFALldSWSWnqkpOVVUNVVXyep/lb3zWjFfKqaysobS0CllxBTJZBUWyCq3T+k0xNTXCWmKGlZUp1hJzHTCxs7OgRXM37O3qKin+K2Dx/8xK/6TIVUriZPlEajSCCGk2cbJ8FILawWdnYk5LG2da2jrT0taFFjZO2JmYUyavJrVMirOZJdZG6mgjWXUlKaVSkkvVGoK2XSqlQlHnmDLWN8DTwloLFo6mFhjpG2Ckp6/eatv6+hjpGWCsb6Bp66vb9caM9PTRE4moUMh5XZRHWEE24ZottVQGaGjFJXa0snNWg4adM02t7THU0yevooxoDWDEFOZzKz2JKoWcWS3aMDekE1eT4ln/8B7SygomNW/Joo5deJaRyTd37pBZUsLQpk1Z2r07FkZG/PrwCXufhWJkYMDC7p2Z1iaY17n5fHLiImlSGfN6dOL9ru1IK5Sx8OgFYnMKmNW1DQv6daGgtILPDl4kNCWLsR1asHREL3XNhhO3OfX4FW393Fg/fRC29c1MtpZseLfOzPTVzisArJzVn15t/HkQmsTX2y9TLVfw0YRujO0bTGl5FT/uusnVezH4etixbO5AAnydCI/KYMPPl8nIKmLYgJZ8NLMnpiZGnD0fyvYdtxGJRMyf25eB/YOIjEhn7aqTlJZWsWDRQAYMasWrsDTWLjtOWWkV8z8fTP+hwWSmFvDVJ4fISClgzsKBjJzaCZFIREFOMSve3UVGcj6LNoyn59BgAELvxbJmzk7EEjPW7P9Aa8PPTStg8bDvUMgVbDq3GLdGnMb/VSmVlfPTJwd4cCGUNr0CWbR1Btaayf/V00Q2ztuHNK+EGZ8PZfR7vdDT00OpUHLkt5sc+uUGto6WfLpunBbsaqrl7PvlBif2PsDB2YpFa8fQsq03AOVl1Wz74QpXzoXh4+fIktUj8H3DNBQfm82O32/z4lkS9g6WvDOrO/36BzUAj/8/iSAIVFXJKZJVIJOVI5NVUiQrRyar0AJI/XaRTDdb2tXFmuBWHprNHTvbvwcLG4kZwUEehLRwZ+TgkP8HDm+KUqVCWl1BXmUZeZVl5FaW8lqWR2RhDtGyXKo1zmQrIxOCNEBQu3cyFSMXVMQW5xIhzSKiKJMIaRZJpQVaTUJsaIyXhS1eFjZ1m1j9WWyoTorLqyzTahi14JFcKiWtrKjROhH/jOiLRJjoG+JjaUsrW2da2brQytYFiZEpr6S5hBdkE5afRXhBtla7MdY3oLmNgwYs1BqGp1hCYVUFG5/e41hsJA5m5izr0JNe7j5sefaIvRGhWBgZs7hjF0Y2acbOFy/Y9uwZBnp6zO3QgZmtW5NdUsra67e5k5RCHz8f1g8ZgIGeHqsv3uBc5Gs6ebuzadQgxMbGbLx0hyNPI2jl7szm8YNwsLRg65VH7Lz1DH8nO76bNgQfBxutmcnMyIh10wbSKcCTsMRMlu64qJM0V9/MNLFvCPPHd6eouIJvd13jUXgKLZu4sHzOADycrbn/PJFNv1+jSFbOpBHtmDWuM4IgsOvQA46deY6tjQWfzR1Ahzbe5OQUs/G7i4SGpzFoQBALPu5HRXk1674+Q+jLFAYNacXHnwygoqyadctPEv4ihUEjQvho0UCUShWbl5/g4Y1oeg9txYKVIzE2MaSspJKvPtzLq2fJzFk6hNGz1GGrCZHprHxnOwq5kq/2vEezNuoJNT0+hyXDv8PI2IDN55e8tbzovyJRTxLY+MEuCnNkzFg+ktEfqqOqlEoVR36+yqEfLuPobsvnW6drk/fys2VsXHSEV8+T6T08hI9WjcBcw/sUH53Jpi9PkJaYx6CxbZmzaJC2il7o0yS+W3uOgrwSJkzvwpR3u2t9EqDOVdi94w63b0YjtjRlyrQuDB/ZRqe+9/9mEQSBqko5JaWVlJdVYWRkgFhsioWFyT8NbIIgUF5eTWaWjIjIdMLC0wiPTKdck0Tn7majBoqW7gS38sBGQxXTGFgUl1Ry4+T/ZaGsSpWKgqpysitKyK4o1ezVW47mc15lWQOqDDMDQ1rYOKlBwEatFXhYSADIqSwhVJpBWGEm4dJMomTZ1KjU9npbY3Na2bgQZO2Cj9iO3MpSUsqkpJQVklomJauiWCeyyNbYHC8LtT/Cx8IWL7Et3ha2uFtYY6Snj0KlolReRY1SSbVKQY1SSY1KSY1SQY1KSbVS3dYZUym0/epjlVQqaogtzieiMJtyhTq/w9bEjB86j6Crk3qCEQSBjLJiHe0isjBHG2nlam7Jrz1H0srOmdC8LFY9uEFEfg7jmwaxscdAYgsL+OruTR5lptPDw4vdw0aTUVLCN7dvcy0xkRaOjhyfOBEDPT32Pg9l4617OFmKOTVjMpbGxpwIi2LNpVuITYw4NnsSLlaWXIqMZdXp6+jpiTg4ZwK+Drbcf53CF0cuUyVXsPuDsbRwdyIxp5DFu8+TnCtl7ZSBDG3XjKKySm3S3LS+bfh0THd1wfhjdzlyPZS2zdz5eeEY9PVEXLofww/7b1EjV/DLl+Np4edMaXkVW/fe5vzNVwT6O7P9m8no6YmIjs3i2y2XSU0vZNGH/RgxKBilUsXe/ffZf+gRbUI82bxhorpv110O7X9A2/Y+rN88CaVSxb7fb3N4933adfbjmx8no1KpOLLjDvt/uUm7bk34eus0QL263rj4CA+uvGLe16MZrKECz04tYMW0bRRky/j50hLcNXkBiZHpfD7ye+xcrPnl1pfa0M//itw+9YxNH+7Gwd2Gpdtn07S1+llRKpSsmbOLJ9df0WtUG+Z+Mx5zsZoXKiEqk2Uzd6CQK5i7apS2joVKpeLEngfs2XoNiY05n64eRduu6trbCoWSXb/c4PjBx7h52LJk9QiatVCbyEpLK9n2y3Uiw9PJyZFhZGjAmPHtGTexIxZvcFH9b5ZD+x+wb/ddbYLcm2JpZYqPjwN+/k74+jvi5++Ih4fdPwUaSqWKhMQ8wsJTCYtIJyIynYoK9fveu2czln0+tEGOiyAIFErLsbcT/2eDg2fzAGHE7+vJ0YBBbkWp1gRUK8b6BjibWeJsJsbFzBJHMzEOphY4mFrgaKpuO5mK0dfTo0opJ6oohzBpBmHSDEILM8mr0tRb1jOghbUzwTZutLJxoaWNK86mllQoa4gsyiClrAAnUyu8LexxNZNgoKd2QKeVqzWElDIpyWWFJJcWklImpbC6jhNJXyTC3dwaLwtbXM2ssDY2w9rIDGtjU83eDGsjU6yNzTDR/3sa71pRqlQklRYSXpjNjpgnJJUUsqb9QCb4Bjd6vEKlIk5WQFhBFr9FPqawqoKbI+fgZC5GJQiseXSL3a9ecHbUNFraOyEIAttePmXjo/tsHzyc/j5qM8KJqCg+u3KFr3r3Zmqw+ruepWcw7dBxhgUGsGnYQABe5+YzafdRmtjbsX/GOIz09UktlDHl9yNIzEw5+sEkzI2NyC0uY+rWI+iJRBz7ZApWZiZUVMv5ePspotJzObp4Cl6ONqhUAhuO3uTPuxFsmTuSri3Uk9vpu5F8s+ca74/szLvD1WynBUVlzFx5CFuJObu+mqzl5j97LYIN26/y9cKh9OmsjgqqkStYuOIY2bnFHP3jPW19gAOHH7Fz9132756jrQuwb/dd9u2+x6E/5+HgqDbF7P7tJkf23Ofo5UVINLxCu366yvHd9zh6dxliTbKVUqli0YRfqSivZvvFhVr7sDS3mFld19BzZBs+2TRJe7/unX3Butl/MHvVaLqPbItIT4S+nh4iPRF6+nroafYiPRF6em9+FunY6iMexPHl+C0EtPFm9YGPMNf8JkEQ2PL5US4ffsQHX49h+Ixu2vNS4nL4bOp2TM2M+Gb3u7hpktZKZBVsXn6Cp3dj6dqvOQtWjdT+jXm5xaxbdoLoyAyGjmnLewv6YaLxO7yKTGfd16cpLCijS/emeHraMmxEG2xs385u/L9RcnOKeWfyrwS19KBtBx/EYhMsLEyQ1ygpKa2krLSK/PwSkhLySErM0/oeDI308fZxwNdPDRb+/k54+zhg+hbSvzdFqVQRn5DL7TuvOXr8KQP7t+CzRYMb9cn8x/scbJv6CEGbFmsmf0uczMQ4m1niYmaJs7kaECRGDRNIACoUNSSVFpJQkk9kURZh0kxiZDlacHE3tybYxpVgGzeCbV0JsHLEQKRHZqWMcGkaYUXphEvTiCvJRfVG5oGBSB8Pcxu8LezwsrDD28Je2xYbqlc/xTWVasAoLdSCRnJpITmVJRTLqxr83lox1TesAwsjMyQ6AKIGFFtjc0Js3TGql7tRKq9m3v1T3M1O4oPATixu1fMv60+klcroc/oPJvi3Ym1HdVnK0ppqehz5g0BbBw4MGQ+oAWXQ4b0oBYErk97BUF8dyTLlzz+JLyzk5qxZ2rraW+494ucHj/ll1DD6N1Unh12MiuXTExeZ2bE1S/v3AOBxYhrv7jlJ/+b+fDdB/XBHpGUz/ddjdA/w5qd31HUEcmVljN+4H0eJmP2fTsTY0IBquYLpGw5TWFLB0eVTsbVUT8Yrfr/Itaex/L50Ai391BEwVx7GsOrXSyx7tx/DewYB6hds2sI96OmJ2PfdDC1oPHyWyNI1J1m1eCh9uqsds/kFpUyY8iszpnVl+lQ1hXVaagGzpm1n3icDGDFa/e69jspk/sydfLFmNL002dEx4el8Om07i78ZQ99hdVTgV44/48dlx/nuyIfaCB+ArcuOceXoY/Y9Xo21vRp0VCoVX039jafXIt96H/9KRCIRevoiRHp6qBRKXH0d+e7iEsSSOobS2qptEz7ux4zP60qYZiTl89nUbejp6bHx0Ae4aLKgY8LT+fazI0jzy3hvySCGTeygff+ePoxn46rTKBRKPlk2jJ4aam6lUsWRgw/Zu/sujo5WfLlyJAGNVMv7O1EqVRQXVyAtqqCoqJzqajnt2nr/ZfTPf4d8t+E816++Yu+hj7QLhLeJUqEiI6OQhLhcEuJzSEjIJSE+l9IStclXJAI3d1stYDRv4UZQq8YpQ+rLnn332XvgAePHtuODOQ3Dk//jweEf8TmU1FSRWFpAQkm+Zl9AYmk+mRV1TIlm+oYE2biogcDGlVY2rtiZWFCjVBBTnEVYUTph0nTCi9IoqC7TnGNES2s3Wtl4EGztjp/YkZyqYlLKCkgpKyC5rIDksnzSy6U62oydsYUGKNSA4a0BDydTS/REahVQoVJRXFNJUU0FRTWVFFVXqNvVdZ9lteOasVK5LoFXc4kTP3YYg6dFnT1arlKy+vlVDieEMtgjgM0dh2Fi8PYXZ/njqxyJC+fWqDm4iyUA7Ix8zppHtzgweBxd3bwAuJ6cyJwLp/m6Rx+mBQUDEJmby8iDB/mgXTuWdFPz+suVSsbtO0J2aSkXZ0/H1lwdpvn1pZscfBbOLxOG07epOpJnx91nfH/1PksH92B6Z7WpYv+9l2w4e4clQ7vzTg91AtbdqCTm/X6Gid2C+WKsmsI6KbuQKd8epG0Td7bMHYlIJKKsopopq/cjEok4/PV0TI0NEQSB99ccJT1Hxp+bZ2KhSfy6ei+Gr366wNpFw+jVSZ2zoVIJTJu7EwtzE7ZtmqJ92RYsOkRxcQW7/5it7Zs5dRsODpZs+H4yoJ60xg/4jo7dmrBk1QjN9VS8M/A7fJo681U9RtHK8mqmdF1L14EtWfjtOG1/ZnIec3qsY+L8/kxfPFjnPl0/+hilQolKpUJQCaiUKlSavSAIKJW1/QIqlXpMUKnqPisF9A30GPxON+zrVUa7eeo5m+bvp+fINny2ZZr278tJl7J48m8o5Eo2HfwAdw09xbUzL/nxq9PYOViybPNEmmpMRUqFir2/3+LIngf4+Dmy/NuxuHmqwaSgoJT1a84QFppKr77N+WTRIMzrlUlVKlUah2w50qJyiooqNPt6m0wNBrLiCt6c1pydrPjo/d506ez/PxLVlJEuZdb0bYwY2Za5C/61Wt+CIJCfV6oGi/gcEjWAkZujnrOmzejG9Jnd/vLvEQSBn3+9zqkzL5kzqweTJ+rWB/kvg4NIJJIAO4AWgADMEgThUb3xnsAZIFnTdVIQhK81YwOBnwB9YIcgCOs1/XuAHkDt7DxDEISwv7rW26QWHARBQFpdQUJpPoklBSSUFpCoAYG8qrqMUGM9A3zEtvha2uEntsfX0g5fsR1eFrYY6OlRUFVKeFG6ViuIKs5CrvEvuJlZE2ztQSsbd4KtPfCzdKBKKSdSlkZYUQrJZXm4mFrjbeGg3swdsDA0Qa5SklFRpAGMfC1wJJXlU1pPQzDRM8TTwhZvC3v1bxM74Ct2wN3cBn3R39sha1RKNaBUVxAly+ab8KsoBRVrWw9liHtd8RRBENjx+gnrQ28SbOvK9h5jsTMxb/SaOeWl9Dj1O8O8AtjcdQigDu3tfXQnNiamnB01TUu0NunUMRKKCrk1bTZiI/XLvejSJS7GxXFj5kxcLNUrqPj8AkbsOURPHy9+Ga3WAGoUCibuPkqatJhT703G3VqCIAjMP3SOO7HJ7P7/2Hvr6KjOL/z3M5OJu7sLBEmChODu7u7FaYG2QGlLW1qktFAoUtzdQiBBgksIEEiAhJAQd3e3kfvHGSZQoP3a77fu7bp7JWtm3jln5sycM+/z7mfv/eyZo2njZItCoWDJkUvci0nm4PwxtHISPIANAfc4dvcZmz8ZQk8vwSM5cy+S9adus2xMdyb0FFbmz+IymfvLGSb3b8PisYKX8joljxnfH2d8/zYsniSMyWRyJn9+CHWJmEMbp6m8h4Arz9m86yZ//DJR1X70YtBzft92nf27Z+KipFX27rzNuTNh+Ad+jp6Sm1/7rT8vn6dx8vLnqh/17g1XuHQqjFN3v1Zx+ABbvj3HnUsvOB66Et23ePafPtnHq6fJHA5bhZb2v0Y1/KcW9SiBbyftpFlbZ1Yfna8KAhfklLJs0i6qK+v45cgcnJsKkuHB58PZ8uNFfPxc+GbjeBWNVFRQwbqV/rx8nq4KzKvSVx8lsGHdJerqGvh0ST/6DfCiqrqeXXvuEBObRXFJFeXlNe9N+ACamhKMjXQxMdHF2EgXY2MdjI11MTbWxcRIBxMTPSqr6ti7/y4pqYW0be3Epwt64ags3vs/ZT+vvkhoSBxHTi74n9Nhb+Ix165EMXqsH3MX9vpLgJDLFaz9JYjbd2L5ckk/Bg/0UT33vwCHw0CIQqHYJxKJNAAdhUJR+tbz3YGlCoVi8J/2UwPigT5AJvAUmKBQKGKU4HBJoVCc+9M+H3ytvzK75h6KLn98Q1JFIaX1jXUFuhINXPXNcDMwV96a4apvjq2uoWqilcplxJfnEVWaSVRxBi9K0smsLgFAXaxGc0MblVfgbWyPmZY+RXUVRJak8aIklRclqcSX5yBHgRgRtjom5NeWUSdvzF021zRQgoU5zrpK0NCzxEhDRwC0+ioVWKQqASO5ooDsGtVXjIZYgrOemRIszHFTgoatjvFfgkZWVSmfPznPi+Isxjm35lvvvu/EK4IzXvPFw0DMtfTY330sboYf/tGseXqbA7HhXB/2CW6GwmrvXHw0S+9e5Y/eQxnkIqyso/JyGXb2OAva+LGsQ2cAssvL6X3wIL1cXdk2uPG07g0L59c7IWwY3I/hLYTGMRklpYzYcwIHE0NOzRiHhkRCRW0dY3eeoLq+gXMLJmGur0t5TS1jfz9Og0zOuc8nY6yrTb1UyrTfT5NZVMaZZZOxNjFAoVDw+c5AHsemcXTFRNxthc+39tANAkOiOfz9RJo6CsHdn/ff4NL9VxxbNwVnW+EzXrsfw09br7B26VC6txcCqTW19YyeuZs2Xg78tELwAEpLqxk1fjvjx/oxe6YALm/6CHzz/XB6KnseBwc+Z9OaIHYdn4uLu/C+MZHpfDFlz3vU0uvIdD4f8weLVo9kwLjGHtXRYUksG72VT9eNYdCUzh899/+tpcXnsnTk7xhbGPDb+SUqqfHiggqWT9pFSWEFPx+eg4eyeO3Kuads/ekibTu58/3vE1Uqqs+fJPPz94L66uIVg+g90AsQRO7277mD/5knuLhasHLVCBwczYiJzWL1uiDyC8pp384VU1M9YdJ/AwLGupgogUBbW+Nf8gRkMjmBl55z4HAINTUNjBjWmmlTOqOn+748yH9rKcn5zJmxl7ETOjB7Xs//+euDMOHv2HadC/7hDB7aikVfDFAtXj5kDQ0yvlt1nqcRKXz/zVC6Kavr/ytwEIlEhsALwEXxkY3/Ahw6AKsUCkU/5eOvARQKxc//S3CwaOqq6LXrO9wMzHHTN1N5BJba7zfiKKytIKokk6jSDCKLM3hVlk2tTNmxSVMPb2MHfEzs8TG2x9PQBnWxGlk1xbwoTuV5SSqRJWmkVxcCyuC0kT0+xk74GDvRwsgBXYkmMoWcnJoSUirzSa7MJ0X5n1pVQI2sURXWREP3HQ/jzX0TDUGkr1paR3JlIUkV+SRW5JOk/M+paaTCNMUSpZchgIarvgVu+hbY6Bip6KkGuYzfX91hb/wjmhhYsNlvJG4GjQ1NIguzmXX/DA0yOTu7jqSDpdN733FhTRVdz++mp50r27sJE6JMLmeg/2Hq5TKuj5mh0qVafO0y15ITuTNlJtZ6Qt71tkeP+P3RI/YMG0YvV1fV/pNPnCWuoIjLn0zB2kDY9ubrRBaeCWKyrw/fDRAoovjcQsbvPkkLW0v2zxiFupoarzLzmLz9NO3d7fljxnDEYhHpBaWM23CMJrbm7Pt0DBI1MSUV1YxbcxRDXW2OrpiIloaE8qpaxnx7CAtjPQ6unChsV17NmKUHaeFqxeblI4V+DDI5k5ccRFNTwsFfp6p+gLsO3+NUwFNO7ZmNlYXQm2D5N2fIzCzm+OG5iEQi5HIF40Zuwcvbge9+HAkIctOThvzO7EW9GTO5I/BxakmhUDB/8Ga0tDX4/dyn74wvGbKJqopa9tz5+oOd4v5bK84r4/Phv9NQ18Dmi59jaS+AZVlxFV9N2U1eVglrD3yiiodcPvOEbWsC8e3iwXebJqChqY5MJufEgRCO7buHg5M5K38ejaOLcN1lZhSz9scAEuJzGTayLXPn90Kirsbps2HsPxSCmZke3309lOb/Qczhr6y0tJoDh0O4dOUFRoY6zJrZjf59W/7lxPrv2qqV53gWkcrRUwsw/B9KqP/ZFAoFB/be5eSxh/Tu24JlK4b8ZZZTbW0DS1ecJj4hl59Xj6ZNa6f/Ghx8gD1ADOANRACLFQpF1VvbdAf8EbyDbITJ/ZVIJBoN9FcoFLOU200B/BQKxadKcOgA1AG3gBUKhaLuY6/1V8f4sZhDg1zK67JcokoyiSzJIKokQ7Ual4jUaGpohZfSI2hpbIetthFyFCRV5PLiLc+gsE7IVDJQ18bbyBEfEye8jZzwNLRBppDzqiyVyNJkIkuSSKnKwUrbFBddK5z1rHDWtcZZ1wozTUMUKMirLVOBRbISMJIr86iSNsYKDNS1aWJgQ2sTZ9qauNLM0BZ1cWNOd5W0TgkUBe8AR15to36Slpo6rnrmzHDrTF8bIfh5PzeRZU8vUitr4IdWAxjp2CjelllZyif3zpBSXsw6v4GMdvF67/vc+Ow+218+4uqQGXiaCPzyzbREZl0LYF2Xvkz0FF4vs7yMXscOMtSjKRt6CxlJ9TIZw44do7yujuBp01TB6bSSUoYcOEobO1sOjB2hAvP11+9x8PEzNo8ayMDmglcS9CKWr84F80mXtnzZT4hfnHoYyZqA2ywe0InZPQW10ivhr/n66FXm9PNj4UBhAn4Uk8bCbecZ192Hr8YJgHPzaTxf77zE4rFdmdxf+H2cDn7G5mN32fDFMLq0FkAs+N4rVm+7ys/Lh9G1nZCJlVdQzvjZexg3wpd50wRPIfj6S37ZeIUdW6fgqZSu3rThMndvxXAu8HNV7v7s8TsxMdPjF2X6KnycWgo4FMKedZfYEbQE5yaN3d7uBT5j/cLD/LB/Fu37tnzvXP03VlNVx/IxW8lIzGfDuUW4e9kDUFFWzdfT9pKRlM9Pe2firWy8E3QqjD/WBdGuaxNWbpqAhoaEkuIq1n9/nudPUug9wIvPVgxEW0mB3bz+ki2/BSORiFm6YjCdujShuLiSn3+9TPizVLp1bcLSJf0/mrIqlcmpqRFkLKpr6qmprReqj9++ffNcTT0KYHAfLxzeqgOJT8hl246bRL/KoomHFYsW9qaZ538PRPFxOSyYfYCpM7owdcb78ur/J+xN3/POXZrwzQ/D36kR+bNVVNSyZOkJsnNK2fTreJp52v5X4NAWeAx0UigUYSKRaAtQrlAovntrGwNArlAoKkUi0UBgi0KhcP8bcLAGcgENBPBJUigUP33stT5wXHOAOQAODg5t0tLSyK0pE7wCJRDElOVQr6R3LLUMlEBgh5exPZ6G1miqqSOVy4gtz+JZcQrPi1OIKk2nUlqr3McQH2MnvI0daWXshLOeBXXyBmLK0nhRksSL0kRel2cgVcgQi8R46NvhpmdDbm0xqZW5FNY3Tta6Ei2cda1w0bPGSVcJGnpWGKrrolAoKKyreAs08oguyyShIgcQJnpvIyfamrrQxsSFpgY2SD6gHlvRUEtyRb4Qc6nIJ6wwmYSKPMY4+rKseX+01NTJq6ngyycBPClMY7iDFz+0GoCuRPjRltfXsvDBeUJzU/m0eSc+9+r6judVVldLZ/9d+FnZs6/nKEBYvYwJPEl6RSn3xs9GWxnYXvvgLvtfRHBp/BSamQlAEpmTw+hTpxjfsiWre/dWve7xZ5Gsun6bH/v1ZGIrAWAaZDImHzpLQkER52dPxMlU0CJadfEmZ56+ZMfkYXRv6oJCoWDZ8Stcj0pg/9zR+LoKFMf3J64T+OQVexaOpp27MLn9du4ex289Y8uCYXRpKez75baLPI1J59TqadiaGyKVypjy7TEaGqSc+GUaGuoSpDI5kxYfQEdbgwO/NgZkV6w+T0JyHmf3z0MsFlFZWcvIcdsZNqQVC+f1AgQ+feVXZ1i3YTztlHIZu3+/TuC5p/jfXK5K3/xY1lJZcRWTu6xl0MT2zPt2qGpcJpUxs/NqLOxM2HBu0XvXwn9qMqmMn2btI/xOLN/vn4Vfb2FhUV1Zxzcz9pIUk80PO6fRtqsA2IEnH7Pj50v4dWvKt7+NR0NDwutXWaxadprKiloWLh1A/6E+iEQiaqrr2bo5mBvXXtLSy56vvxuOhaUBT8KTWf/rZaqq6/l0fi8GD/SmpqaB3UfuE5+US3WtIDvxZuKvb5D91Ud4xzQ0JMiVBaVjhrRh6rgO6CoTDhQKBTdvx7B7712Kiivp16cFs2d2w/S/iBF8s+wUsbHZHD214P9qPcb5s0/Yse0Gvn4u/LB6tOq6+pAVFVXy2efHqKquJ9B/8X8FDlbAY4VC4aR83AVhlT/oL/ZJBdoC7nyEVvrT9t35CJX05rUUCkXhx97PppmbovmWeaqVs4ZYQjNDa7yM7ZX/dlhpC67/22AQUZxMZEmaiupx1jUXKCITgSay1jamRlpHdFkqkaVJvChN4nV5OjKFHLFITBN9O3yMXPE2dqWFoTNqIjHZNflYaZmiI9GmrKGK1MpcUqqE/9TKXJKrcqiUNsZFTDT0cda1wlnPWnXrpGOJtkST0vpqnhcnE16cTERxMsmV+QDoqmniY+JEGxMBLDwMrD8Yd2iQy9j++hYHkx7gYWDJhtZjcdY3R6aQ80dsCH/E3sdJz5Qt7UfR1NBStc93T4M5kxTJUMfm/NJ+EJpqjSuR7VEP2fg8hAsDp+BjLqyOn+ZmMibwJMvbdWWBj8CNl9XW0u3ofrwsLDkybLRq/3X37rE/IoITY8bgZy9M2gqFghmnz/M8K4fAmZNxNDYCILusnBF7jmNloM/pmePRUqaoTthziuzScvwXTMbW2ICq2nrGbT1BVV09Z5dMwkxfl+q6BiZsPE5VbT1nvpqMiZ4O9Q1SpvxyksKyKk6vnIKZoS65xRWM+/YQXu42bP1coJLCXqax+Bd/FoztzNShSm/kbjRrtwez/qvhdPEVgt23H7xm1a9BbF49ljbeQpXwyh/OExefw6lj81FTE1NfJ2Xk0E307tuSJV8OACD8cRLfLDrOmt8n0K6ju+o7mNpvIy4eVvz4lkcB8PPi4zx/lMixkG9UPD7A+T132Lv6AlsufYnHv5DW+Fcmk8nJTMzDf88dbpwJeyeeUVtTz3ezDhDzLI1vt06mozL19MKxh+z69Qode3ry9YZxqKtLeBWVwbeLj2NopMsPv45VxVUS4nNZsyqAnOwSJk3txOSpXZArFOw/dJ/TZ5/g5GjG998OxdnJnNcJufy4IYic/DJatbRHV0cTbS0NtLXV0dbSQEdLHW1tDXS0NQRV1De3Wsox5XZaWupI1MQUl1Sx52gIV2+9xNhIl3nTutK3e3MVlVRdXcfxk485e/4p6upqTJ3UkZHD2/5tA54/W/TLDJYsPMKsuT0YP6njf3U+/hO7eukFmzZcpqW3A2vWj0XnA3Lrbywru4R1v1xix9b/UpVVJBKFALMUCkWcSCRaBegqFIplbz1vBeQpFAqFSCRqB5wDHBEylOKBXkAWQkB6opJyslYoFDkiYRm2GahVKBQrPvZaH4t3AFg3c1NMOfoz3kogaGpopaJhpHIZr8uziShO5llxCpElqVQrwcBFz4I2Ji60NnGmlbEzJpp61EjreFmWQmRpEpElSbyuyECmkKMmEtNE3x4fY1e8jVxpYeiEWCQitjyF6LJEXpYlkFCRhlQhrGosNE1w1LXBSdcaJx1bHHVtsNW2QE0kpqi+nOTKHFKrcklRgkdqVS518katJXsdc3yM3PAxdsXH2A0TDX2K6yqJUAJFRHEyaVUCXupLtGhl4qwCCzd9S1W8ASAkL56VL85TK5OysuVghtj7APAoP4WlTy9QVl/DSu9+jHNurco62hXziA2Rd2lrbseuLqMx0RK408qGOrr676a5iSVH+45TvcfMYH/Cc7MImTAHQ01hxbT/RQRrHtzl8NBRdHVwAqC6oYFBR44gEom4MmUKWurCZJdTXsGg/UfxMDfl+MQxqqZK9xJSmHPyAmNbt2D14D4ApBWVMnrHcVzNTTgyaywaEjXisguYuO0krZxs2D17JGpiMa8z85my+RTt3O3ZNkeISXwovfX0zedsPHGHn2YPYEAHoXbhq80XeRKdzukN07Ew0UcqkzNx8QH0dDTZ/8tkRCIRdXUNDJu6g+4dPVixWJj4b9+JYfXPQWzeOAEfL2HC/vE7f2KiMznpvwixWERdbQOj+mxg0Ig2zP+isfXnx6ilZ6HxfDtjP19tmqDSXAKoqqhlqt8P+PZoxoo/pn3s5/GeyeVyspILSIhKJz4qg8SoDBKjM6mrEX4XYxf2ZsYKoaVmfV0Dq+YdJvJRIss2jle9//mjoezZcJVOvZrx9a/jkKir8SoynW8Wn8DEVI8NO6diZiEkBASce8reXbcxNNLh6++G4e3jSHZOKavXBfI6Loehg31YMLcn6uoSzgaGs/vIfUyMdPl+6WC8mv3vRAVjE3LYsvsWMfE5NG9izeI5vWnq3qjflJlVzI5dt3kUloS9nQmfzu9FO99/XfV26eJjpKUVcuTkAhWF9n/bbt98xfq1F/HwsGbdhvF/2cVOoVAgFov/a3DwQUhl1QCSgRnAOOUb7BKJRJ8C8wEpUAN8oVAoHir3HQj8jgAUBxQKxVrl+G3AHEED7gUwT0klffS1PmZvxxwa5FJiy7J4XpLK8+IUXrwFBs56FrQxcaa1iQutlWBQ2VBDdFkqUaVJRJYm87oiA7kSDJoaOOBt5IqPEgwUKHhdIYBBdFkC8RVpgheBGHd9B1oYuuGia0deXRGpVVmkVuWQVZOHTFnfIBFJsNOxwEnHhtYmzehh4av6DDKFnNyaYlKqckiuzCW2PI2o0mSqZUIswlHXktbGbkx27I2JppAOWlBb/g5YZFYXA2CorkNrE2dG2rfDz0zJkdeU8/Xzc4QXpTLCvjU/eA9FLBJTVFvFsqcXeJCfzEC7Zmz0HaFSo72cFsNnoRdw1jchaMBMdJT0075XT1gTfodT/SbQ3kqYAGOL8hnof5g53u342k/g4OtkUvocP4SuugaXx09RFduFpqcz9dw55vr6slxZ+wBwITqGZZeusaJHVz7xa2xL+dutB+wJfcrGEQMY0lLIsrgWHc/npy4zrVNrvhogvJ//k2h+OHuDhX07ML+PkM99KuQFP5+7w7IR3ZjcXaiTOHXnOb+eucvq6f0Z5OeJTC5n1rpTZOaXcXbddIz0tMnKL2XCV4fp2c6DVfOFif/y7Zes23GNX1eMoFNbgSJav+Uqdx/Gc/HIAjQ11ampqWfk2O307dOczxcJE//N6y9ZvyaQ7bumq4q6vv7sGAX55ew7vUD1OT9GLcnlcmb0+hUbB1N+Pjz7nWt/7+oLXNh/j4Oh32Fh+3FtpaRXmdw+H058ZDpJ0ZnUKLV4NLXUcW1hh1tLe9y97PHwdlCJ+8lkclYvPELY7Vi+WD+GPspivoCjD9m94Qqd+zRnxfqxAjBEZfD1Z8cwMzdgw86pmJrrU1Ndz7qfLvDoYQIdOrqzdMVgDI10eBAaz/oNlxGJRSz9fADdujShqrqOVRuCCItIoUt7N776rD8G+n/fnvPfNblcwbU7r9h9+B4lZdUM6NWSaeM6YG1pqNrm8ZMk/th5i8ysEjq2d2Pm9C5/2wnueUQqyz4/zuz5PRk3ocP//Lj/HQsNiWPNqgDsHUzZtG3KX9JbfxWQ/peUqxQKxQsEmuht2/XW89uB7R/Z9wpw5QPjH8zx+qvX+phVSevYlXCDF8WpvCrLUKWROuuaM8CmFW1MXWhl7ISppj6FdWVElSZzNPU6UWXJpFTmokChAoOJDj3xNnahuaETMrmMmPIkXpbFcjI9kKTKTOQIwOGu58gI2160NHKnqb4zOpIPn4AGeQOZNfmkVWWTqvyPKkvgbkE4JfVljLQTuHc1kRhbHTNsdczobK6s0pXLiK/M4kVJIhHF8QRkhmKrbc4oe2FCNdcyoL+ND/1tfADIqyklvDiZBwWvuZUbTYNcpgIHS20DdrefyuDbW7icFcWXzfthoK6NqZYuuzuNZ8D1nVzPek2RVxWW2kLWUG87D8y1dMmoLKWothodPQEcyuqFmExiWZEKHMrq6lAXq5FQ0sj+1Ull6EjUSS8vpbqhAT0NYX8zHR20JBJe5OS88105GhsjFol4lpXNJzSCQ3Nr4Yf5NC1TBQ7ulmZoa6gTnpKp2s7TxhyJmpjw5MYxN2szRCJ4lpSlAgdjfcELiknLZZCfJwoFGBvoEJ2cS05hOUZ62kilcrQ0JCSk5ateSyYTFlJpWcUqcGiQyqira6CmrgFNTXWqqutQk4gpK2ukDt9Y6VvdvfQNtYmPfffzOygzeXLSi98ZF4vFdB3oxfn995E2yJC8RXcMm9mVgL13uX46jMlfDHjvPV89Teb09hs8vR2DuqYEl2a29B7dDncvAQzs3Sw/qsd0++Izwm7HMm/lUBUwZKYWsm9zMB17eqqAob5Oyq8/XBA8hl1TVS05d2y7TtjjRBZ81ocRo30RiUSkpxex+ucgXJzN+WHlMKwsDYU8/M1XCH+RxufzejN8gBCjePgsmei4bOrrpdRLZTQ0yKhvkNLQIKNBKqP+rcf1yrE329Q3KO9LZYhF0LuzJxOH+uJoa8KAXi3o2sGdw6cfcS4ogmu3o+nRpSkTR7bDzdmC9u1cadPKCf+AcI6eeMiseQdp19aZ8WP98PF2+GDqbF6ekEF45MB9MtOLGDqi7f+s4dC/YzKpnMKCCjQ0JaSmFJCbU4qb+392HP/fkDX8G8uvLeNw8j089K0ZYe9HK2NHvI2dMNbQJbOmkKjSZPYmXeJlaQrZtUJDbi01DZobONLVuS9eRi54GjhQJ6sjujyJZyUvOZIaQGpVNgoUSEQSmug7Mca+Dy0M3Whi4Iy2msDnNcgbyKjOIrkqlZSqNEobyhhlOxQXPScA1MXqOOva4qzbmAkhU8jZFHeYgykX0VbTYoD1h3PV1cRqeBo44GngwBCbDgwJWYniL5qDWmobMci2tYpumu7S/Z3nd8XfJaemjFXewzBQb1yVbYq+Q3pVCT+1GqgCBplczucPL1JQW8WmDkOxVwoQ7nz5mG1Rjxjj1pKJHj4ARORlMTPYHwcDI37tJmQn1UmlzL1ykaTSYvYPHqEChpyKCmaeP4+BpiYb+vdXHUNKcQlzz13AztCAn/r1Uo3fT0xl6fmr+Nhas7yPkP2RXVrOrIP+6Gios3GcEPpKLShh3r4AzPV1WTtOWLHHZOSxaM9FnC1M+G6cAMIhL5P57mAwPq42fDq8szAxHbpByItkvpjQHU8nS3ILy1n0iz9qamJ+XiwEgcNepLJx7w38fJwYO0gAmfuP4rlxL5bp4ztiZCDUrGz47SpSqYxPlJkqdXUNHNh7Fzd3S9r5CbGKyopaHt6Lo+9bFBFA5NNkALzaOb93bu2czJDLFRTmlmFl3+ghWNia4NXRjTsB4Uz6vL+KFnx27zWntt8gOiwJAxNdpi4bxJBpnVVNg/7O6uulHNt2E/cWdgyd0sifH9hyHQ0NCZ99N0wFUueOPyInq4T12yergCE0JI6rlyOZMLkjI8cIcRupVMbaXy6hpaXO2h9HqhRDT5x/woOwRD6b1ZMRAwWP6V5YAt9uvIhIJEJdooaGuhrq6mrCfQ0JGhLhsYa6BA11Cbo6msI2b55X3ldXV6O8opbrIbFcvv2SLr7uTB7ejuYe1iyY0Z3RQ9pwNjCcwGuR3LwXS7tWTkwc5UerlvaMH+vHoAHeXLz0nPMB4Xyx/BSuLhaMHtmWnt0938kK6j/QG3cPKy4GhHPrejRXL0fSvIUdQ0e0oWt3z387fvGfWPiTZHZuv0FaaiE+rRxZsKgPLh+Rck9MyuNK8F/LrfwjwMFWx4Sbvb5DSywhsTKbl2UpbImP4GVpMiUNQmW0obouLQ2dGWbXCS8jZ9z0bClrqCC6LJFHhRHsTTpNRk0uABpidTwNnJnoOJDmBq40MXBCQ6yOVC4lsyabx0VPVGCQXp2JTBln0JPoIUbEjzG/MNVxPD0tun5wlaEmEvO5x1SqZXXsTDyDjpoW3Sw+6Nn925ZVXcyJ1AcMsPHBy7gxSHkn9zV7E+4z0qENIx0aV+UBaZHsT3jERJe2jHcRxhUKBT+EXyM4I45vW/dmuLOQsXIoNoJfnt1jqLMn6zv0RywSEV2Yx/Sr/pjr6HJ80FjMtHWRyeUsuXGFx1kZ/N5noCreUF5by8zz56msr+fUuHHYKqulC6uqmHn6PCKRiAPjRqrkNJ6kZvLpmUDcLEzZM3E4epoaFFdVM/vQearqGzgyawyOpkbklFYwe48/AHvnjMLKSJ+k3CLm7zyPoa4WuxaMwlhPmyev01m25xLudmZsWTgcLXUJm0/d41LoK+YM68CEPq0pLqtm0Xp/qmrq2fHtGBysjUlKK2Dlb4E425ux+oshSCRq5OaXseGP63i4WjJ1rEBhXboSyZPwFD5b0Bt7Zdqk/5kn5OeVs/yboaoA6J1r0dTXSek/1OedcxcemoCOribNfN4PLlvYCNla+dkl74ADQM8Rbdm89CSxEakU5ZVxevsNkqIzMbUyZO6qEfSf0OGDvaD/yq6eCiM/q4TFa0aqruFXz9N4eCuGqZ/2wliZ0ZOfV8bJQw/o3KMprdsJ/HxJcSWbN1zB1d3ynXTOI8cfEp+Qy4/fD1cBQ/iLVPYdC6FXl6aMHiKA7uukXH7cchlPVyu2/zjuf6KJNH9yF85eec754Ofcf5JAq+b2TB7eDj8fJxbO7MHUsR24ePUF54IiWLLyNE3drZg4sh1d2rszeUIHxoxsy83bMfgHhPPLxivs2XeXYUNaMWRwK0yUIoqubpZ8sWwQs+f15NrVKAIDIvh59UV2/XGTgYN9GDy0NeYWf62x9J9YZkYRu/64yeOHiVjbGPHj2tF07OzxYQ8nv5wDh0K4cSv6b7Op/hHgUCmtYVX0IWLK0lQcvaWWMW1NmtDSyBkvIxfstc3Jry8muiyRa7khbCpLJKdWWGFrq2nRzMCFHpa+tDR0x1XPHjWRmKyaHJKrUjmR/pTkylTSqzNoUAiUlY6aNs66Tgy06oOzrhMueo6YaZhSKa1iR9J+DqQeI64ikZnOk9FSe/+HKRGrsaLpTFa92smmuKNoq2nSzvS/z1ffEncFNZGYhR6Ngc70qiJWPj9PM0Mbvm7RqMfzoiiTlc8u097ciW+9G/VftkY/4ETic+Y268AnTYVV38n4F6x6cpN+Dh781nkQamIxccUFTLl8FgMNTU4MHoelrp4ALPdvE5yUwHeduzOsibJlpFTKvMBAUkpK2D9yJJ7mAoVSVV/P7LMXKKqu5uiEMapMpaisXOaeuoCdkSEHJo3EUFuLito65h4OIKesgn3TR9LEypySqhrm7D1PRW0dB+eNwcncmMyiMubu8EeiJmb3glFYGukRmZTN57sCcbAw4o/PRqKvrcnewEecvPGM8b1bMWtoeyqqalnyqz95xRVsXTEKD0cLCoorWbruPDraGmz4ZiS6OprU1Nbz9ZoAZDI5PywdjESiRnZOKTt236aVjyPDhwqTXHFRJSePPaRTF4932le+aWjj3rSxbkGhUBD+IB4fPxdVD+W3zdJOAIe8rJL3nus0wJvNS0/y5YjfAbB1NmfJhgn0HNlW1cf537GaqjpO7byNl58Lrd7Kptq3KRgTc31GKsUFAfZuvYlCoWDOW/pBO7bdoKq6jo0rJ6tWzDGxWRw/+Yj+fVvQtbOQBptXUM6PGy/haGfKsk/7CSKKheUsXx+AsaEOv6wY8R8Bg0KhoLyylpzCcrILyiivqqVLa1fmTOjMpOHtCLoZxamgcL5c64+bkzmThrWjZ8cmTB7TnjHD2hJ8O5pTAU/5/pdA7GyMGT/cl349mzNogDcD+3vx7Hka5wLCOXQ0lOOnHtOrZzNGDW+Lm1JbSl9fm9Fj/Rg5uh3hT5MJDAjnxNFQTh5/SIsW9rTv6I6hkTb6+toYGL59q6VS+v1XrLKilqOHQ7jgH46mpoTZ83oyYrTvB+scKipqOX7qEecvRAAwbowfE8e1x+D8ko++/j8CHKqkNRTVldPbqg1ehs60NHLGXNOIzJo8XpUlcTYjmFdliRTWlwKgL9GhuaEbA2260MLADSddGwrri0isTOFpSRinM86QVp1OnVwIZGuJNXHWdaSPZU9c9Bxx1nXCQtPsnYygN6avrseyJp9xMfsK/pmBpFansdh9Prba1u9tq6mmwXfN5rDy5XbWxx5gVYv5eBl5/Mffw5OiRO7mxTDfvS8WWkKArUZazxfhgsz1b23HoamUzsitLmfh47NYaRuwxW+Uqrr5eMIztrwMYbSLF8u9uwMQkPSKbx5do7utC1u7DkFdrEZyaTGTLp9BXU3MicFjsdUTVkTbnj7meHQk81r7MtNH8ETkCgXLr10jLDOTTQMG0MlBWBk3yGQsunCZ2LwCdo4aireNwI2+zi3gk+PnMdXV4eDkUZjo6lBVV8+8IwHE5RaybdJQWjvaUlVbz7x9AWQXl7F79kg8bS0oKKtk3g5/6hqkHPhsLA7mRsSm5/HZHxcwM9Blx6JRGOlpc/LGM/ZceMTgTs35fHx36uqlLP3tIsmZRWz4YhjeHrZU1dSzbN15Kqpq2bF6Aham+sjlCtb9fpWU9EJ++W4U9rYmyGRyftlwGTWxiK+WDlR5CAf336OhQcrseY00WXJCHvGx2cz/st87K7uMlALyc8oYP7v7B8/tmxah+R8AB10DbdYen8/5PXfoO649nQZ6v6ff/+/YxSOhlBZV8v3OqapjDL0ZQ2xkBktWDVe1+4x6lsq9G6+YPKsrVjbC8UWEp3DnVgxTZ3TBSakxVVNTz7pfLmNurs+n8wV6r75Byve/BNLQIGPN18PQ0dagqqae5T8HUFPbwO9rR2Ni9GGtL4VCQUl5DbmF5eQUlpNTUEZOYflbj8upqWt4Z5/NR+4wpHsLJg5sy/ghbRnVvxXXH8Ry4uITftxymT0nQxg/pC2De7ZkWH8fBvfxIuRxAif8n7Bxx3UOnHjA6CFtGD6wFW1aO9GmtRPpGUWcvxDBtevRBF97SStvB0aNbEsHPzdBFl0sop2fK+38XMnJLiXoYgSPQhPYs/PWR797HV1NDAy0MTDQQt9ABwMDLQwMtNE30BbGlWCSk13C0UMPKC+vpv8gH2bO6oaxyfv1GfX1Ui4EPuPYyUdUVtbSp1cLZk7vguW/4MH8I8DBTseCfe2+JK06h+jSRA6knOdVWRKlDUJls7G6Ac0NXWlh6EYLQzfstC3JrysgtiKe4LxrxJbHUdogBJQ0xBo46tjT3bwLzrqOuOg5Ya1l+UEgeNvkCjmV0grkCjlGGsaMsB2Mu54LfyTu47votcx2mUoH03bv7acj0WZViwV8HbWFNTF7WN3iU5oYOP3b34FULmNT7CVstI2Z6CSs7BQKBaujgkgoz2eH32RsdYTVZ62sgQWPzlAtredQl0kYawo0zpX0WL5/GkwvW3fWtRMksoPT4vky9DLtrRzY1X04mmoSMspLmXT5DAoFnBg8DkcD4XWPR0ey+clDRjVtzvIOjVlI6+/f51JcHMs7d2aYp6fq2L4LvsX95FTWDuhNDzeBkkgqLGbGMSGecGjKKCwN9Kipb2DB0YtEZeayadwgujVxpq5ByqLDgbzOzmfLtCG0dbGjrKqWeTvPU1hezZ6Fo3C3MSMpu5CFW8+jp63BriWjMDPU5VLoKzadvEv31m58O70PMrmcFVuCiErIYvXCQXTwdkYqk/P9piCS0wv4ZcUIPJyFVeGRM4+49zCeBTO646fsyOYfEE5UdCZfLR2o+tElJeYRfPkFI8e0w+4tGuha0AvU1dXo1e9dLzE8NAGAtp3eq/cEhGIuUwuDD3oOAK27NqW1Ui/nv7GK0mrO7btH+17N8FR2eGtokHJgy3UcXS3oM0zwimRSOTs2XsPCypCxU4Xrrb5eyrbNwdjaGjN+YmOcYueeO2TnlLBpwwSV0uq2vbeJjc9hzdfDsLc1QSqT88PmIFIyCtnwzUhcHMzJLSznZUK2MOErJ/03AFD3p77LBrqaWJkZYG9phG9zB6zNDbE2M8DKzACxWMSZa8+5cPslAbei6NfRkylDfBnUowUDujUnNCKJ4xeesHn/bQ6efcToAa0Z1d+H7p2a0K2jB89fZnDCP4w9R0M47h/GsAE+jBnaBgd7U5Z81pdPpnfl8tVIAi5GsPKH89jaGDNyeBv6922hqjWwtjFizvxezJ7Xk6qqOirKaykvr1be1lBRXvPObXlZDeUVNeRml1BeUUtlxfvCg17eDsz/rM8HA99yuYLbd2PZf/A+uXll+LZ1Zs4n3VXezb9i/whwyK8tYtLjr6mUCtkg5prGtDJuSnNDN1oaumGlaUZuXT6x5XEE5VwitjxeBQZG6oZ4GnjQVN8DD303bLWtURMJq2iFQkGdvJaCunzKG8ool5ZS3lBGWUMZ5Q2lyjHhcUVDGXKElNXeFgMYYTeWFobNWNvyO7Yl7GF74l7iKhKZ5DAGdfG7rrKBui4/tVjIiqjfWfVqJ+u9FuOoa/NvfQfnM56QXJnPL60mqbyD02lPuZQVycImPelk0UgPfB0exKvSHHZ2GIe7gXCxPMxN5YuHgbQ2t2Nrp+FIxGIe56az6H4g3mbW7Os5Ci2JOjmVFUy8fIZqaQMnB4/DzVjQ3LmaGM93d2/S09GFn3v0Ua04D0REsD8igqk+PszxbUzd3frgEf4vX/FpJz/GegsTZUZJGTOO+iMSiTg4eRR2RobUNUj57HggEWlZ/DpmAH2auyOVyVl+4iphiRn8PL4/3Zu5Ul1Xz8LdAaTll/LH3OF4OVmTnl/K/K3nkaiJ2bV4NNYmBtx8Gs/qA9fx9XRgzdyBiETww46rPI5KZcUnvendvgkKhYLN+2/x+HkKy+f2oUNrAbjuP4rnwIlQ+vVoxrjhQowoNa2QfQfv07GDG/36tFB9x7v+uImevjaTpzUmG9TXS7l5JYqO3ZpgYPRuYDj8QTwOrhZYKD2ED5mFrRH52aX/1nXx79rZvfeorqxj6pJGmujquXCy04v46Y8pKo/kckAEyYl5fLd+jKoa98zJx2RmFLN+4wSVeuujsCSCLr9g3Jh2qrqPq7eiuRgcycRR7ejaQfCUtx++y6NnKSyd3Rs/H2dSsoqY/eMpKqsFmthIXxsrMwOcbU3p6OOMlZmBavK3NjNQyax/zL6d3ZfZIztw4moEF+5EceVBDN3aujFtSDu6+LrRxdeNyNhMjgU8Yd/pUI5ffMKQXl6MH9KG1l4OtPZyID4pj+P+YZwKeMq5wAgG9m7J+BG+2FgZMX6sH2NG+XL/QRz+AeFs23GTA4dDGDTAixFD22BlJXjyIpEIPT2h6Y+10tv6V0wmk1NVVUd5WQ0VFUImXFNPmw/GFZ49T2PX3jskJObh5mrBhiVjadvm/SSHv7N/BDiIRCI6mHqrPANzTWNyavOILY/jfNaFD4BBE5oZNMFT3wMLTXMya9KIr3xNaOHNtyZ/AQzq5fXvvZ8YNQzUDTBQN8JQ3Qh7bUcM1A0xUDciuyaTm/lXSa5KZLbLp5homPCt55eczgjgSu51kipTWOQ+D3NN03de01TTkNUtF/JV5O989/IP1nsvwUbb/L33/pCV1lezJ/EmvqaudLcQ1E2TKwr4NfoqXS08mO3eGBTcHRfK5cxXfNmiJz1thB/mq+Jc5t0/h5O+Mfu6jUFbos6r4jxm3/bHQd+IAz1Ho6uuQUF1FZMun6aktobjg8bSzFQAlseZGSy5fgUfS2u29x+MupoArpfi4lh77x793d1Z2b276kI+9SKK7aFhjPZqzqLOQk54Xnkl04+eo7ahgSPTxuBiZkK9VMbik5d4mJTOupF9GeglTNw/+t/kVnQiK4Z1Z0gbT+oapCzZF0hMRh4bZwzGr4kDOcXlzNtyDqlUxt4vxuBgYcSDyGRW7rlCS1drfls0DA2JGj/vv8GtsHg+m9CV4T0EPakTgU+5cD2SycPbMayPIOeRlFrA2s1X8PSwZulCgRKSSmX8/OtldHQ0+HJJf9XnC3uUyPOIVBYu7ov+W7n6j+/HU1FeQ7+hjTUMALXV9bwMT2XIhHe19v9slrYmvI5M/5euiX/X6usaCDz2kItHHtB9iI9Kx6mqopbju27j7euMr7K9Z1lpNYd338GnrROdewjeSnZ2CSeOhtK1hydtlYHp0tJqNmy6iouzOTOnCZ5kQnIev+28QWsvB2ZNFsbOXX3G2SvPGDe4DSP6+VBcVs0XGwPQVJew5ceRONuaoqP1rxeVVdfWE5OSy8vkXKKTcsjIK6FnW3fG927NksndmT7MjzPXnnH2+gvuhSfi28KBaUPa0aaZPRu+GUlyegHHLzzFP/g5/sHP6dO5KZOGt8PD1ZIflw8lI7uEU+efcPnGS4KuRdKjS1MmjfLD1cmcHt086dHNk5jYbPwvhOMfEMG58+F07ujO6JG+tGhu+x/1k1BTEyvppo/XfiSnFLBn313CniZjaWHAN8sH06tns/9YVPAfAQ4WmiaMtu9BTHkcpzPOEVsRR1mDIKVhpG4oAIESEMw1zMiqzSC+IpbzWcdJqIijVi4gsa6annKSN8RZzxVDiZHqsYG6IYZKMNBR0/1LmqmJvidH0/azNnYlM53n08ygJZMcx+Ch78ru5EN8+/InFrjNwsfoXWrBSsuM1S0WsiJqC7/FHeY3n6X/0uffk3iDKmkdXzQdpEplXPsyCB2JBj/5jFAd663sODa/usMQ+xbM8RDc/tSKYqbfPYWBhhaHekzAUEOb9IpSpt04i566Jkf6jMVYS5uS2homXz5DTlUlRwaOxttCmDxiCvKZc+UCDoaG7B88Am1lxfPjjAyWBQfja2vLpgEDVBXPtxOT+eHabbq5OPFTP0GHvqiqmunH/CmpruXQlFE0tTSnQSbjy9OXuR+fwqphvRjeWpBs2HQ5hICnr5jX24/JnVshlcn56vAVwuIzWDO5Hz293Cgsq2L+Fn8qq+vY/floXG3MeBqbzld/BOFuZ8bvS0agpSFh+6kQAu9GM21oOyYNEjyB2w/j2HH0Pj07NmHuRGHyKi2v5us1AejoaLD26+FoKgN+x08+Ij4hl1XfDVdlrEilMnbvuIWdvQlDlBTMGwsOfI65pQGtfN9dxUVFpNDQIPsopfTGLGyMCAmOQiaT/1cxhbdNLpdz73IkhzZdIz+rhLZdmzDrq0ZlnLMHQygrqWbWl43gd3jXHaqq6ljwZWPq7Pbfr6GmJmbBp0JMQaFQsGnLNSora9nw81g0NCRUVNay8ueLGBpoC4F8NTEPnyWz5eAdOrd1ZeGUbtTWN7B880WKy6rZ+e1Ymrn+dY6+XK4gLbeYl0k5RCfnEJ2UQ1JWEXIlB+NoZYy5kR77g8I4fi2CEd28mNSvDXNGd2LSIF8CbkVy8uozPv35HM1drZg2tB2dW7ny3aKBzJ7QmVOXwgm6GUXwvRg6tXVl6gg/WjSxYdmn/ZgxoRNnAsO5GPyCm/di6dDWhcmj/WjZzI5mnjY08xzKvFnlXAh8TtCVF9x/EE8TDyvatnHG2soQG2sjrK2NMDfT/6/OZ0FBOQcOh3DtRjS6uprMm92dEcPa/KUA379i/whwyKrJZlnU9wAYqxvR3KDpO2CQU5tFXEUsAZknSKiMo1omCMpaaFrha9IeD31PPPQ9MVQ3+p8cT1uT9tjpOLAnaSvbEjYw2HoEA6yH4WvSGnsdO7Yk7GRD3FaG2QxklN1QFY0F4KBrzQi7nhxJDaKorgxTTcO/eCdIqMjhfPoTRjn44aov/JAuZ0XxtCiV772GYqIpTFrxZfksfXqB5sbWrG0zGJFIREFNJdPvnEKuUHC4x3isdPQpqKliyo3TSBUyTvUZj42uAWV1tUy5cpaU8hIO9R+Fr5UgaZBeVsr0oPPoaWhweOgojLWFVU1cQQHzAgNxNDJi97BhaEqEy+xFdg6LL1ymmaU5W4YPQl1NjbKaWmYeO092aTn7Jo3Ay9ZKmPDPBnMrNolvBnVnrK+wot914zEH70UwsZMPC/t2QC5X8MPJ69x5mcSKUT0Y4tuM0soaFmz1J7+0kp2LRuHpYElUYjZfbr2InaUR274YhZ6OJocDn3D8cjijenszb4zAmb98ncXqbVfwamrLyk8FfXypVMYPvwRSXFLJ1p8nYKZM4Yx4lsqR4w/p3bMZ3bo0UZ2PoIvPyEgvYvXPY97JPMnPKyMiLIlJn3R9byIIf5CAppY6LVo78ldmYWuMTCqnuKAccyujv9z2X7GoJ8nsW3+ZhOhMXDxtWLJ2NK06uqmeL8gt4/zRUHoM9MJdWdmdGJfD5YAIho/zw0nJXz98EM+Tx0nMW9gbM2Xr0ms3ogkJjWfurO64ulgglytYvekyBUUVbP95AsZGuiSmFvD9piDcHM35YbGwsFmz5zqvknJYt2jIB4GhrLKG6ORcFRBEJ+dSWSNQT3ramrRwtaJ7azdauFrT3NkKQz3hmkzOKuLI1aecufWcs7dfMKhjM6YO9GXyYF/G9G3F5ZBXHLsUzvLNgbjYmTJ1SDt6t2/Ckhk9mTG6A/7Bzzl35Tlzvz2BTzM7pozww8/HiQUzujN5tB8Bl59zLugZC1ecxKuZLZNGt6d9G2fMzQ2Y/Uk3Jk/swI1bMQRees6pM2HIZI1dISUSMVaWhlhbG2FtZYSNtXDfRvlY9yM9Jyqr6jh56jHnAoRGZ2NHtWPi+PZ/6V28MYVCQVpG0V9u848AB32JPrOcp+Jp0AQLDTNy67KJq4jlYtYp4iteUyUTah3MNCzwMWpDE/1meOh7oifRJa0qjuSqV5xKv0qtrBqxSIxYpIYYNcQiMWrK+yKRWHgONWHsne3UVM9pq+nSyWwgVlo2fNV0FSfSDxGUc56kqgRmOs/HSsuCH5t/zeHUk1zMvkJCZRKfus3BUL0xe6CtSXOOpAbxrCSGPlYfL8VXKBRsir2MnroWc9yEFVt5Qw0bXwXT0siOkQ7CyrWkrpp5D0+jK9FgR4exaKmpU15fy/Q7pyisreJ4z0m4GppRUV/H9Jtnyauu5Hjf8bgZmVHVUM+MYH/iigvY03cEHW2FCaywupppgf7Uy2QcHz4eG33h+LMrKpgZEICORMKBESMw1BJyqVOLS5hz9iLmerrsHTMcXQ0NKuvqmX0igKTCYnaNH4avox0yuZyVAdcJjo5naf8uTO4gUDAH7jxl+/VHDGvTjBVDuwPwy/m7XHoay6eDOjKhqw8VNXUs3Hae9PxStiwcjrerDXFp+SzeHICZoS5/fDkKI31t/G9GsvPMA/p2bMqXU3siEonIzCnhq18uYGlmwM/Lh6m8g637bvP8ZQYrPx9IMw/BW8rKKuHHtRdxdDDl80WN3HxFRQ1HDobQqo0T7Tu+6wVcvxSJQgF9BnnzZwsPTcC7ncs7onofMktbZTprZsl/BQ7piXkc2HiVsNuxmFkZ8uUvY+k5rNV7fSGO/HEThVzBtM8ETSuFQsGOjcEYGOowZbYgWVJTXc/2LddxcbVgxCghppSbW8a2HTfxamnPGOXYkTOPeByezBfzetOsiQ2FJZUsX38ePR1Nfl0xAh1tDXafDeXm4zg+Hd+FHr5CbCkps5CXSiB4mZRDep4QkBeLRLjamdHXrwktXKxp6WqNg6XxOxSKQqEgLa+EjIJS2rjbsWpWf+YM78Cx4HACQ6IJevCKnm3dmT6oHSN7eTO0e0tuhcVxJPAJq3ZeZc+5h0wa1JbBXZszc0xHJgxpS9Ctl5wMFNJg3Z0smDyiHT3aezBtfEfGDm/L5RsvORXwlK9+8sfVyZxJo/zo3rkJ2toaDB3sw9DBPshkcvLzy8nOLSUnp5ScnDLV/bi4HMor3u0db2iorQQNIyWAGFJZWcuJ02GUl9fQp1dzZk7roopr/J3FxGWz6/B9ol9n/eV2/whw0JXooK0m4mrOeWLLoymXCvEFEw1TWhr5CGCg54mxhgk5takkVETin3mT1KrXSBUNiBFjq+2CsYY5coUMuUKOHBkyhYwGeQMK6pArhMdy5MptGrd7c1+GjFpZFenVcXzi8j2aalpMd5qLm54HpzOOsi/5D5Z4rEBDrMFsl2l46LtxKPUEG+O2srrFStXncdKxQVeiTXRZogocaj4Q+wgtiCOiOJnlzYZiqCEEOHfH36W0vpqd7aeq6KSvIwLJr63geLdpWGkLk/jyx5dIKCtkf/exeJsJwe9loVd4XZLPvp6jaGMhrBSX3r1KZH4Of/QeSg8HgUuuk0qZdTmA3KpKjg8bg7uJED+prK9nVkAAlfX1nB43TtUStKSmhk/OBABwYOwIzHSFQrnF5y4RnZ3H1rFD6OwqgM5v1x4Q+CKWRb07MrOzUsvn6Ss2XXnAAJ8m/DS2D2KxiAM3n3Iq5AVTe7RhVp92SGVylu0OIiGzkI3zhuDX1IH8kgoWbT6Pno4GO5aNxsxIj4cvktlw6BadWrnw/Zx+iMUiamrrWfazcHwbvxmJkYHwXV6/G8OFKy+YMMKXvj0EWkuhULD650BEwJofR72jfHn2VBiVFTXMW9j7PV753vVXeLdxwlo5wb+x0uIqstOL6Nb/72tc3hS/PbweTfM2Tv82d11ZXsOxbTcIOvYILW11ZnzZn2HTOqvadb5tCTHZ3Ax8wcgpHbFSHvOt4JdER2bw+TeDVW1Pjx1+QEF+Od/+MFzVaOb37ddRKODrZYNQUxMTE5fNwZOh9OvRnGEDfFAoFKz6/TLllbXs+Gk85qb6hD5P5uDFMIZ2b8GkQW2RSmXMXHeK2NQ8AEwMdGjhYs3gzs3xcrXG08nyo3GIiupaLj2O5VxIFCm5ghSJnpYGPXzc6O/blC8m9OCTIe05eeMZ525HcvNpPM2cLenn50nfdh70ad+UB8+TORwYxoZDt9h99gHdfd3p074pI/v5MKKvD9cfxHL8whN+2HyJ3w116NTGhc6+bgzu68Ww/j7cvB/Lcf8wfvrtElv33aZjWxc6+bnh28oJLU11YZK3NoJW7x9/ZWUt2TkCWGTnlikBpJTXcTncvf8auVygzFq3cmTurO54fEQeQyaTk5VTSkJKPonJ+SSm5JOQkk9xSRXGhjp8NqsndwI+fr38I8AhtzabQ6m70ZPo01S/OZ4GzWmi3wxTDXPKG4pJqIzket4xEiuiqJIJsQhLLQfam/bDTa8lTrqeaKn9bzo2nUjbRFp1vOqxSCSii3lPXpRGUCGteGfbbuaduJJzA13Ju/ncSZUZVElrcNNrrJS9mSsUr7QxbqyDOJpyHystI4bbCauzwtoKzqQ+ZYi9D56Gwir3Tk4Ct3MS+Kplb7xNhAn/bnYS1zPjWe7Tgy7WwoR/Iz2B4PR4lrfuRg87ZZOblHiupsSzvF1X+jsL76tQKFh59yaRebnsHDCU1tYCsMgVCpZevUpiUREHR46kqbLIrV4mY+H5IHIrKjk2cTROJsJE88f9xzxISuPHQb3o3UR4v6sv4zgUGsFEP2/mdRekvyPTcvjJ/xbt3R1YN74famIxobGpbL30gH6tPPhimNBgfduFEJ7EZbBqal+6tnRBKpXx7a4r1NY1sGv5GKxMDSguq2b1nuu42pux9rNBKtpn66G7ZOQUs+X7sdhZC8dXUlrF1r23aN7EmjlTGwP6j58kExefy1dLB2LzVmaRTCbn2tVI2rV3w9XtfcmCqqpaPFu+rzBqYKSNp7c9QafCGDzOD1Nz/fe2eWO2Tmb0G+1LwKEHSNQlzFja/18CCLlczs2ACA5uDKasuIoB49oxZUlfjD6QF//ms2xdfREjE10mzOkOQEV5Dbt/v07TFraqgHpaaiHnzoTRb6AXLVoK8uuPHicS9iSZ+XN6qFaye46GYGSgw+fzBNAMeZrI81cZLJ3dGw8XS+obpGw+dhdHGxOWTRfiUCduPCM2NY8FozrTt10TbMwM/vazxqTlcvZ+FNeexlHbIKWFkxVfj++JuZEedyOTuP0ikaDHMZjo69CnjQf9fZswdUBbAkNecS3sNZtP3eX303dp09Se/n5N2bRsBInphQTdi+bGozgC70ajp6NJR28nurR2ZeeaCUTFZnEz9DV3Hsdz6XY0mhoSfL0c6eLrxpa144mJy+bOgzjuP07gyq1oNDQk2FkbYWKsi6my3amJsfLfSDlmrIu7m+UHJ/03XkdtXQNOjmaq76S2roHktMJGEEjOIym1kFplvYdEIsbZ3gy/1s40cbOkf48W6Oj8dZD/HwEOJhpmfOO5GjttBxrkdaRUxfCw8BKJlVHk1wkibHoSIzz0fXDT98JdzwsD9Y8rWP43picxolZW/d54eUMZRhrvrhorGirIrMmio6nvO+NXcx+gKdagp6VQFyFTyAnMeoS3kSvOesIF86o0g+clqSxpOlDV+Odw8kMa5DJmuQmTWb1MyrrI67jomzLFTXitOpmUnyJu4Kxvwswmwlh1Qz2rntzEw8iM2c2FYymrq+X70Js0M7VgtlejtMeRly849/oVi3zb09+1kTrZ+ugRN5KSWNm9O50cBS9AoVDwffAtnmZk8duQAbSyFYDkXkIKf9wPY6R3M8a1FlbMCXmFrAy4QSsHa5YrVVbzyypZciQIS0M9fpssxCgyC0tZceQK7tZmrJrQV6jFePqaozcjGNfdh6EdhBX+zoBQXiRksWbOQJxtTFEoFPy8/waV1XVs+3oUWhrCavleWAKBN6OYPLwdbVo2gvGWvbepqWngq8/6q2IECoWC4ycfYmlpQO+ezd45Z88iUigqrGThovc76L2xDykgi8VivvhpJAvG/MH2NYF8//vEj06CIpGIRWtGoqauxtm9d6mvb2DuN0P+ctKMf5nJjp8uEBeZgWcrB1bvm4lb87/ueHbpdBgJr7JY8ctY9JT89f4/blFRXsP6bZMRi4Ug9LbNwWhra6j6JNfXS9m+6xaODqaMHC4UQIa/SOVZVDqLZvdER1sDqUzOruP3sbcxZkgv4dyfufaczLxSfl8+EnWJGjmF5ey9+IiuPq7MGPR+bdDbVlPXwLXwOM7ejyQ2PR8tDQkD/JoyuosXng6NIN3d25WvJ/Qk9FUqwU9fcyH0JafvvsDG1IB+bZvww6z+SMRiroW95nrYa9YcusH6o7fo5OVMX7+mLJncjaj4bEKeJfHgeTLXH8WhpiamVVM7urR2Yea4juQXVhDyNJEHTxN5EJ6ESAQtPGzo4uvGxNF+lJVV8yg8iezcMopLqsjMLqG4pOqDzYskEjHGRrqY/gk8TIx1MDHWRVNdwqOIZBJTCkhIyScjq1jlUejpauLmbMHgvl64u1jg7mKBo53pv63v9I8ABzWRmMSKCK7mHCC9Oh6ZQopEpIGzridtTXrirueFlZbjOz8ihUJOcX02ubXx5NYkUFCbgq1OMzqYjUci/s+12LXUtKmX1yBXNgR6Y2UNpTjovpul8rpCKHxqatAY0KyV1RNS8JzO5q3QlQg/zCdFr8mtLWauW2MvpOOpD9CTaDFM6TWU1FVxJvUp/W1b4qgn0DyHEsNIqyrmQOeJaCgB5GDcU1IrijnYfRwaypTTrVEPyaoq50z/iapK6fVh9yisqWZ/v5GqsceZGawOuUMvJxcWt2sscgqOj2fb48eMat6c6a0a/eS9YeGqWoahzYWUx8zSMpYFXKWppTnfDxT4/sraOhafvISOhjqbxw9GQ6ImpKceCaKytp49n43EUEeL6roGPt8fBMDmT4ago6lOfGYBPx29QSs3W74YLYDivedJHLkazqge3vRrL7xv4N1oQp4lsXhSN9zsBa+moLiS9Tuv0cTFklnjGiUhQh4ncDvkNZ9M7ISTg5lq/EVkOq9isln8aZ/3ZA6uB79EX1/rvVhDo318Ard3Nmfqwl7s33yNu1ej6DHw/bjEGxOLxXy6ajjqGmpcPByKtEHGgu+HvRcvKCuu4tCmYK6dfYqRqe5H4wp/tsK8cg5vu0nrjm4qqutVVAZXAp4xamJ7XJUFV3dvx/DieRqLvuiPkbKS+dz5cLKzS9nw81gkEjUUCgV7joZgYabP0P7CZ7pyO5rUzGLWLRuGRKJGUWkVBy6E0bmVC+29nADYeOIOAEsn9vjocSbnFHHufhSXwmKprKnD1dqUr8b1YKCfJ/rajZ3eQmNTuRz+mia25nRt7kwPb1d6+rhRWVPH3cgkgp/GceRGOAevPcXNxpT+vk3Z8sVIyitruRb2mhtP4rj3PAltTXW6eLvQxceF+eO6kJVXSsizJEKeJbP56F0AXO3N6NLalZ+WDkUiEvMwIokH4UnsOHafHccEQOzi60bPbp5YmRtgaaaPiZEu1TX1FJdWUVwi/BeVVKkel5RWU1BYwevEXErLqlUA8MasLAxwc7agR6cmuLtY4OZsgZXF33tZMpmc8sr3lYPftn8EOJTU53M97yQ2Ws50NhuEm543TrpNUVdO8gqFgrKGPHJr4smtTSC3JoHc2gTq5cIKXyLSxFjDhkeFJ4krD6G/zWLsdFr8R8eipaaDAgX18loVVSVXyKmQlmMoeTdgFFsej4ZYA1ddJ9XY46IoamS19LLwU41dzArFVMOAzmbCMWVXl3A7N5pJzl3QlQg/hKPJj6iVNahqGgprK9kRG0Ivaw86Wwq0TW51BdujH9DHzoNuNsJYXEkB+149ZYxbS9pZCtRAWE4GJ19HMdurLS3Nhckgq6KchcFBOBkZs7nvQFVvhtcFBSwNDqaVtTWre/VSXZQ34hPZePcBgzw9VLUMdVIpi85eQq6ArWMGo62ujkKh4Jvz18koLuXAjNFYGAj6TKsDbhOVnsvmqYNxtxIUSb87HkxiThHb5w7HzsyIsqpavtwViIGuFr/OFjyL7MIyftwfTFNHCz4fL3gg6bklbD52h7bNHRjXTwjSy+UK1my7Qn2DlB8WD1Ktqioqa9m86yYujmZMHNV4DgCOnXyEiYkuA/u/6x1UVtYSej+O/gO9P5o++Hfsz8ipnQi9+Yqd6y/j4+eqErb78GuJmPvNENQ1JJzbew9pvYzPVo9ETU2MTCbn6qkwDv9+jerKOkZM78zET3uh+y/0RpDL5excfwmpVMan3w5R1XJsXX8ZMwsDpioppqqqOnZtv4lHEysGKftOFBRWcPTEQ7p08lAVXD0IS+R1Qi5ffdYfDXUJNbX17DsTSssmNnRtJ2RF7TzzgPoGKYsmCefq3vMk7r9I4rMxXbA2e1fiob5Byp0XSZwNieRZQhbqEjV6t3JndFcvfFzfLQh7kpDBH5dDeZGSg762JlciXrM5MAQ7U0O6Nnema3MX+rb1YHD7ZhSXV3PzeQLBT1+z/WIo2y+G4uViTf+2TTj0/UTSc0oIDnvN/edJXH8Sh1gkwtvdhs7eLqxdNBiJWEToixTuRyRxNOgJhy6GYWqoS+fWLsyc0AkHSyPCo9IIeZrEmcsRSKXvZipZmOpjaWaAlbmBEjQMaONsjqWZMP4mOUImk1NWXkNxaRU1NfU4OZih/yfxPIVCQVV1PQXFFRSWVFFQXEFBUSWFJZUUFgv/BcWVFJdW/e1F+Y8AB2MNC1Y224+exBCFQkGltJDUynByaxPIUQJCrUzg+9VEEsw1XWhm2AMrLXestT0w1XRALFIjpTKC6znbOJG6jFbGg+lqMR1NtQ/ru3zMtMQCINTJalTgUCEtR4ECgz+lysZWxOGu54JE3HgabueFYaFpQnNDYfLOqi7kSVEcU536qOijU2mhiEQixjoKk255fQ0nU8Pobd0MV30hvXBv/CNqZVKWt2zs1fzz81tI5XK+bS1o/SgUCr57fB09DQ2+btMdgFqplK/vX8Ne35DP2wir6ZqGBuZeuUiDXMbugcPQ1xAAqbimhrkXL2KopcWOIUNUKauvcvP5MugqLa2tWD+wUUNoTfAdXuXk88e4oTiaCN/F/pBwbsYksnxAV3ydBU7+ROgLLihrGfq0FFbie66HcTMykS+Hd6WTpxMyuZyv918hv6yKfV+MwdRAl/oGKV/vvIRCAT/PH4ymugSpVMaqnVdRV1NTBaABTl8KJ/xlOl/N7YvjW01ydh26R3FpFWu/Hf6OGx4Tm82z52nMm939PQC4dyeW+nopfQd8nFL6O1NTE/PF6pEsHLuD7WsCWblpwl+u/kQiETOXDkBdQ8LJP24hbZDRd3Rbdq8NIvl1Dj4d3Jj33VAcPxD/+JAlx+WwfW0QMS/Smb6oDzb2gvd5/mQYKYn5/PDrWLSVHPXRgyEUF1fy49rRKspt9967yGRy5s8RVvsymZx9xx5gb2tMv54C1Xf6UgRFJVWs+XIoIpGImKRcLt1/xeTBbXGwMqamroGNJ27jYmvKxD6NNSJZhWWcf/CSC6HRlFTWYGdmyKIRnRnWobmqN8cbi0rNYfvlUMLiM7Aw1GPl2F4M92tOUUU1ITEp3H+VjP+jl5y4/wIdTXXaN3Gka3NnerZyY2w3b7KLyrkeHsfVp6/59cxdNp69R7umDvT3bcJnY7qQnlvCg8gUHkQls+1sCNvOhmBjZkBnbxemDm+Hm40p4TEZPHiWzI1HcVy88xJNDQl+LR3p2bUpS+f0pq5eSm5BOXlKOZC8gnJyC8qJeJlOYUnle96BiZGOAB5mBlia62NlZoihgTYxyXkCCBRXUfgWGNTWvSstAqCvp4WZsS7mJvo42ZtibqKPmbEuIWc+fk38I8BBgYzIkksqz6BKKqS7iRBjrumEu35HFRCYaTp+lDZy1mvDDNedhOQfIaL4IokVj+lr/Rmu+n/Ne75tmkpAqJVXY4jwAytXVmcbqjd6DlXSKjKqsxhpO0Q1VlRXSmRpHGPs+6ooqaDsR4hEIgbZtle+Vg0XM8Ppa+2NpVJc73jKY6qkdcxxV3L1NRWcSApnmGNLnPWFY3iSn05QWgyfteiEg54Q+ziXFM2T/Ex+6dhf1QZ0+/NHJJeVcHTgGHTUNQS5jTs3iCnIZ9/gEbgaCxNpg0zGp0FB5FdVcXrcOCz0hJVuXkUlc/0vYqStza5RQ9FSKoz6v3jFmWfRzOnkqwpAP0pK5/cbofRv4cG0jsJkEJaYzq9B9+jZ3JUFfQTwuxmZwM6rjxjarhlTlA17dgQ+5HFsGt9P7kNLZyH4vuXMfWJS8vh14RDsLIwAOHgxjJikXNZ8OggLUyHYG5+Sz64TIXRt586Q3o1ZQhGRaQRdj2L8CF883d8VSjx+8hEG+loMHfx+esn1q1E4OJrRpOn74opv7E2x2F+Zg4sFk+f34OCWG4Rcj6Zrv7/OYBKJRExd3Bd1DQlHNl/j1sVnmFsb8s3WSXTu1/JfClZXVdZybMdtLp58jL6BFl/8NILeyoBzXk4pR/feo0NXDzp1F+i5lOR8zvs/YeDgVqqudlEvM7h1J4YpkzoKGTjArfuxpKQXsmr5ECRqYkrKqjh+8Sld27nh1dRWSMM+egcTQx1mDBU8tH2Bj8ktqmDPCoGWepaQycFrT3kYk4oIEd28XBjV1Yv2TR3fq/qNzcznj8sPCYlJwURPh2UjujGmkxea6hIaZDKsjPUZ08mLMZ28qKlv4GlCBvdfCWBxOyoRgOYOlnRt7kK35s5M69uW5Jwigp/GcS08jlVHriMRi/Fxs6Fjcyd+nD0APS0NHr5M5UFUMhdDojlz6wXamuq0a+ZAZx8XFkzoTGZuI/10P0KIQ1ibGWJvZYS9lTH2VkZ4t7DHwcoYKzMDUCjIL6ogr7BCAJBCAThyC8pJSi8k9Fky9W/pSmmoq2FmooeZsR4ezhZ0bOOCuYkeZiZ6ylsBBLT+A3XbfwQ4VDYUElpwHFMNO5x0W2Ol7Y6VlgcWWs6oi/9as1wqr6NKWkCVtAhTTRc01fTpZTUXT4NuBOf8jn/GDzQ16EYvq3noSoz+9ljeeAtvB6XLGkoBMHgLHF5XJKBAgedb8Ya7+eHIUagC0XWyBq5mP6GLWQvMlcVwARlPqJHVM8mps/Kz13Is5RHdLZvSxFCggPbEPUSqkLGwaRflZ5SzKvw6NjoGzGsmxApKamtYF36HNua2jHETVryviwvY9eIJozya08XOCRDE9C7Gx/Jl+070dGrsp7vm7l3CMjP5rX9/vKyE961paGC+fyAVtXWcmjwOcz3B63qWkc0Pl2/R3smexT2E988prWDp6Ss4mRmzeoSgxZRZXMaXRy/jaGbMuvHCKj8uq4BvjwXj5WTNyrECbXUjIp6D154yuosXwzsJVNuNJ3GcufWCiX3b0KON4G1EJ2Zz6GIYAzp70ru98D3X1TXw45bLGBnosGJ+33eyPTb8cQ1bKyNmTmyMPwAkJefz8HEi06d2fq83cGZGMa+iM5k9r+d/JIvwZxs9rTMPbsbwx7ogvHxdMDL5e891wvyetO7oTn5OCb5dm6pUU//KFAoF94JfsmfjVUoKKxkwui0zFvVBX9kMSKFQsH3DVQAWfNlfNbZt8zX09LSYqaSYZDI5W/+4iYW5PhPHCQuYhgYZB06G4u5sQfeOwvd+8Nxj6uoamDdJuCaDQ2OJTsxh5Zx+6OpokphZyPHrEQzp3JxWHnZkF5Xx6bYA9HQ0mT2wPSM6tcDS+P1MrqTcInZefcSNFwkY6GiyaHAnJnT1QUdTg7SCEnbceMyVF6+xNTakjbMtrV1saeNsS5dmArWkUPQkPruQ+6+Suf8qhV3Bj9h59RHmhrp0VW4zo58vSTlF3I1M4kF0ClsDHrA14AFWxvp0bO7E0G4tWTmjD7EpeSqv4t7zJAA8HS3p7O3MusWDUROLeRSZSnJGIRl5pUQ/iKGqpjFFXaImxsbcEHtrY+wtBfBo3tSW/t2bY2Gir0oEKC2vpqyiFhNDHfT1tP4n192H7B8BDoYaVixucvY9Ckgqr6OsPpNKaT5VDflUSguokhZQ2ZCvBIQCamVlqu211IzoZPEZrvq9sNFpyjSXbTwuPMOjglOkVT2np+Ucmhn+9SSgJRa43Vp5Izg0eg5GqrHY8njURRJc9QR+VqFQcCs/DE8DZ2y0BWroTv5zyqXVDLMTJqsGuZTTaQ/xM3XDw0BYpZ5KfUJFQy1zPQSvIbe6nFMpEYxw9MZBT1jln0h8xuvSfLZ3HoG2RFhB/PLsLuX1tazt0A+xSIRMLuere9cw1NRiZXuBGsiuKGf9w/t0tndkYZtG/v1kVBTHIiOZ1aYNw5sJWTtyhYLll64RnZvHzlFD8bQUgr6ZpWUsPB2ItYEev48ehEQspl4qZcmpS9TLZGydOARdTQ2q6xtYdCgQuULBtulD0dPSpKiimiX7AjHQ1mLTTIEmSswqZNXR63i5WLNsbHcA0nJLWHvoBi1drflstACa1bX1rNpxFXMTfb6c2tiRdteJB6RmFrH5u9EYvsXD7z/+gOzcMrasHffeKuvEqcdoa2swYui7chgA14OjEItF9Or71zEqkYj3VDU/ZGoSNb78aSSfjtvBjp+D+GbD+L/fCWjibU8Tb/t/aduMlAL+WBfEi7BkXJta8/3miTT1enff0LtxhD1IYPai3li+8QZuRBMVmc4XywdiqASRS1ciSUrO54eVw1QCfEHXI8nOLeOX70chFgsFhheuRzK4lxeOtqZU19az43QIns6WDOzcDIVCwa/HbqGnpcGiMV1RKBT8cvoOIrGIw8vHY23yvrx0RmEpO68+4krEa3Q0NJjbz48pPdqgr61Jdkk56wPvcTH8FRpqaoxt70VBeRX3X6dwMSIGAFM9HVo729DaWQCLmb19md3Xj6KKakJjU7j/KoXgZ/H4P4pGQ6KGr7s9XZo589u8IairqfHwVSqhr1K5Fh7H+QcvkaiJae1mS6cWzvzeawRymZwHUamERiazPyiMvYGPMTHQobOXM228HBhr2wonaxPqG2Rk5JaSmVtCem4JGbmlZOSVEP4q/R3lWU11NewsjbBTehvWZoaquJ8CBQrFu9lwCkVjz0iFQgHCX+Nz/8K1+I8AB5mijlel5/9y4n9jWmqG6ErM0ZWYY6nVDF11C/Qk5miI9XhWfJRbOatJKL9JF8sv0FO3oJP5JJrodyY453cuZ28kpuwufa0/xVDjw1yulhKg3vYcyj/oOcTjpueChlKhNbEyg4zqXBa6NU4GFzIf4qhriY+RQMNcy4misK6C71uOBqBaWs/R5Id0MnejuZHg4u+KC0WuULBA6TUU11azOeo+HSwdGWAvUAPh+ZmcSohiTvN2NDUWJvHDr54TWZDDlp6DMdbSFuIR924hVyhY95bK6tPMTFbdvk1XJyeWd2mU5d4S8ojguAS+7tmVXu7C8VbW1TH/1EWkcjm7JgzHWEeYjNddvsvLzFy2TBiMi7mJ8F6nr5GYW8TOT4bjaG5Mg1TG0oOXKKqo4uCisZgb6lFeVcuXu4PQ1VRnw+zBqEvUqK1vYMWOICQSMevmD1ZlEf1+7C5ZBWXs+HasSrEzPCqNM5cjGDWgFe28nVTHHhOfw9nACIb296bVW+msAJlZxdy9/5qxo9u9J0sglyu4ce0lbXydMTP7eH2CYH9PK70xJ3dLJs3rweHtN+na9xWd+zT/l/b7O6utqefU3nucO/QATW11FnwzmEFj2r0n51FdVceO367i4mbJiPHCoqCyopbdO27RtJkN/Qf6AFBWXsOBQ/dp5e2gkhApK6/hwIlQWrW0p70yML37RAjqEjEzxwo04ZGgpxSUVLFu0RDEYhFBD17xPD6Lb6f3wUhfmzsvEgl5mcKSkV3eA4ac4nL2Xg/jQtgr1NXUmNazLdN7tsVYT5v8skq2BodyNuwlIkRM6OjDrB6+mBkIv0mFQkFyfjHPUrKISMniWUo2N14KlJKupgY+jtYqz2LtZKHT4bOkLO7HpHA/Opn1/ndY7w+OFsZ09nRiRNeWrJral9cZ+TyITuHhq1Q2+99nsz9YmxjQuYUTUwb74mFrzvP4TEIjU7jzLJHAB69Un8fKVB9XWzNcbU1xtTejZ3sPnKxN0JBIKCypJCOvhPQcATAycktJzS4m9Hky0rfkN/5P2T8CHGqkxTwt3PfRiV9XYoGeugU6ErO/pJkc9DoQXeLP08L9nEmdhp/ZXJoZDcVMy5GJTht5XnKJ+3mHOJA0j66W02llPBix6N2URk2l51D3J1pJS6yNhliYpKql1aRWpTPctlHg7HZeGOoiCZ3NBb73dXk6cRUZLPIYoeKrj6eE4KZnhZ+pkOlxNu0pJfXVzPXoDkB2dRlnU54x2skHO10jAH6LuktVQz2r2goUSoNcxsrH17HR1Wext+CRZFaUsfFpCD3sXRjqKgDI5cQ4bqcms7Jzd+wNBFDLKi9nQVAQdgYGbBk4UCWmdzE6lh0Pwxjn3YIZvsLqWiqX87n/FZIKitk/aSSuZoIXcz7iFWeevuSTLm3p01ygf/befsq1qAS+GNSFTk2chJqEc7d5lpTF+qkDaO4g6C2t2H+ZnOJy9nw+GnMjIcax8fgdEjML+X3JCKxMhAn6fkQigXejmTrEl1ZNhSB3RVUta/8IxsHGhAWTG4vaGhpk/LItGFNjXeZN6/beNXHi1GMkEjWVDMTb9uJ5KgX55cyZ3+u95/5bGzOjC6G3Yti+NpCWbZ0wNP73EiP+bI/vvmbH+kvkZ5fSc7A3s77oj8lHAO3InrsUFVSwct1oFdgePnCf0pIq1v0yTsX3HzgUQmVVHZ8taKwI33/iAVVVdSyaLVCAr+JzuP0onhljOmBmrEdWfiknroTTv5MnLd1tKK2sYeuZ+3i52TC0cwuqa+vZcOYubjamTOjZGN8pLK9i340nnAsV+h6P7ezNJ719MTfUo6Sqho2X7nMy9AUyuYIR7Zozp5cf1kb6lNXUcvF5DI6mRjSzscDV0hRXS1PGtBeo1JzSCgEskrN4lpLFtuCHAKirqdHC3pLWzrb4NXVgbn8/SipqeBCbSmhsKuceRnH83nO01CX4utvTuZkTm+YPFYo0X6Xy8FUql8JiOXs/CnWJGm3cbenU3JlPhrVHXSwmJaeYpKwikrIKSc4q4klMOg1Sod5BLBJhZ2GIi40pLrZmuNqZMahpcxwsjVGXqCGTyykpq0ZBY4K0SCQCEYiUIyKRMKbiOP70+M19veNffvSa+UeAg4G6LTPdr/1tfOHvTCxSw8tkLE56Xbift4EH+ZtJrLhFf9t1aKrp08ZkGG567bmes51bubuILbvHaIef0FJrTDvUeisg/cbKpGXvUErxlUlCvEFfqDqWymXcK4igvakXehJh/4uZD9FW06SvlVCA9qQokaTKPL5vOVo5yUs5lBRKOzNnfEyE1e6euFAQiZjXVKBWYkryOJX4ghlN2uFuqPQQYp/xuqSA3T1GoKsucNOrQoXOVGu6CB5CeV0dq+7fwcvCiulerZTHKGd+YCD1Mhl7hg/HQKmZFJ2bx9dXb9DewZ4f+jZSbptvh3I/MZWfBvWig4twfAl5hawOuoWfsz2LewvA9DA+jW3XQhno04QZ3YTCqfOPovF/FM0nvX0Z0EYAqx2BoTyOTef7yX3wcRW8pODHsVwMiWbGoHZ08hJWqWUVNazbdwMPRwtmj2qsxdhy8A5FpVXsXjvxHdroVMBTUtIKWfftCPT+JHBWUFDO9ZuvGDTAS6W6+rbdCH6JmpqY1m2c3nvuzyYSQVFhBXW1DR+Uq/izSdTV+GL1SBaN38kvX59l3CddadHKEbV/o40kQEJMFsd23CbsfhwOrhb8sn8m3r4uH90+PjabC6efMHB4G5opqaaEuBwuBoQzZFgb3JVS3vEJuVy68oLhQ1vjrOz4Fp+UR2BwJCMGtsLVyVzQYjp2D2NDHSYMFcB128n7qInFLBgnXKN/nHtARXUtK6b0QiwWsfdqGLklFRz4ZCzqakKtxO7gxxy8FU6DTMZwv+bM7uuHtYkBCoWCA3eesutWGLX1Uga3bsr8Pu2xNzVCoVBw5OEz/rj9mIpaQZhPQ6JGS1srWtha4mxujIuZCU7mxgz0acKgVsJ1VlpVw/PUbKVnkcXhexHsv/MUkQg8bSzo4OHAhO4+/DixL3GZ+YTEpBIam0JITAogeBUdmzoysIMnX43rQWpeCaHRKYS+SuW3c/cAMNDRxNXGDDcbU1p52jGhb2ucrEwoKKkkOavwHdAIiUxGpsxeUlMT42hljKutGS42ppgZ6WKsr4OJgTYmBrqYGOig/T/ot/3G/hHgIBZJ/mtgeNsMNKwZZPcbcWVXuJf3K6/LruBtMg4AQw1LRjv8xMvS6wTn/E5ceQjexgNU+2qItZCI1KlseJfSktNYBVklFVRh9dWFlVu9vJ4KaRX2Oo1UVVF9OWaaBuhKhM9VVCeIB9rpKLOF5DIqG2qx0mqkqorrqtFRU0dfXZjk8qorUIAq9fTNmHCcjZNMTlUFGmpqyOWCq1rVUE9lfT0aamJkCgVqCDIY2eXlmGhrY6rdSK+kl5TSIJPhY2ul6uMAQkc3dbEYb9vGDJ6sknLqpDK6NHFCoqQykvKKUChgYKsmKmCJzxZ6ew9t11iFnJBViI6mOj19GlVD03OFrLSWro2NkcqqaqmorsPbw0b1HgA5+WVoa6pjbPhu6mNFlSBydv7SMzxcLbF4azVdWydFXV2N23djadnCnl49PN+JN2lpqyOTyZk+aSdDhrdhxKi2H2zVCODZwo4716OZPGwLw8b4MnS073sNf/5sLh5WzPqyP/s3BfPsYSJ6Btr4dnbHr1tT2nZyV1Uv/9nkcjlPHyTgf/gBUU9T0NHV5JMl/Rg+pcMH+1OD4EHduRbNoV23MTHTY+ZCIU5TUlzJDyvPYWyiywyl2F5paTU//HQBYyNdpk8RJvmq6jpWbQjCyFBHFdAPjUjmRUwmX3zSC11tDV68zuTu00TmjO6IhYk+8ekFXAx5yYQ+rXG3Nyc9v5Tjt54xtENzfFyFjKaf/e9wOiSSvq08+GxQJxzMjQCBItp85QEH7obTs7kriwd0wtVSyMyTyeWsuXSH00+i6OLhxNxu7SiuqiEiLYvnadmcfhpFbUMjn2+gpYmTmTEu5iaq2+HtmrOofyekcjkv03OISM4iLDGDw/eesf9OOGKRCE9bC9q62PHlyG6Y6+sSmZJDaGwqAY+iOXn/hXAOrUxo62rH7CHtsTM14HV6AfEZBSRmF3L1aRxn70cBoCYW4WxlQhN7C5rYmTOqlw9N7MzR0pCQlltCshIwkrKKeJWcy40ncR88j1oaEkwMdDAx0MHYQAcTfeHWWF8H0zdjBtoY6+uoFGs/ZqJ/lQf9f7M19bZQbAxsi5pIAzHqiEXqiEUS5a06YpEGYt5+/Na/cns1kTr2en3R13B657UD0uYjldcw2ungnyqsFfwRPxFnvTYMsn2378JvcYux0LRjitMyAIKyz3Ml5wJbWu1FQ6xJVk0Oy6O+Z47LdLqZCz+kzyJ+xkjDgNUtFwrvm/mArfEBHPRbhpOuFdXSOgbdXU8Xc09+8h4LwC/RVziV+oSLPT7DQdeU6JIcRt7ex9wmnfiyhfDjXhx6gSvpsZztMxUfM1tqpA2MuHKUnKoKLg2ehr2+ESllJQwLOIq1rj7+wyahp6FBUPxrFl2/zPhmLVUxh6eZmUz198fHyopDo0ahKZEIqa5XbuD/8hXbRwymXxOBKiqorGLU3hNI1MScmzUREx0hjjH3yAUi0rIIWjQVGyMD6hqkjNx0FAUQ8MUUNNUlFJZXMXTNIdq42bJtznAA4jLymfTzCcZ191EFousapEz76TglFTWc/GkqJkrBvGOXnrL9VAhLp/VkdB8fADJzSpix/Cgu9mb88dM4FV2iUCgIuhbFHwfuCLUG8/rQu5un6lxmZZfw86+XeRWTRfduTfn8s77vxB5iojM5c/IxoQ/ikKir0befF2PG+2Fn/24zJ4VCwcvn6Zw9+pCwUEGiu/8QH0ZObP+eGN+fraa6jmePknh8N5Yn9+MpK6lCTSKmRStH/Lo3pX23ptg4mFJfL+XO5Uj8j4SSnpSPmaUBIyZ3pP/Itujqf3jxVFFew+WACC6cfkJxYSVOrhZ89eNwXD2sqK+Tsuzz4yQm5LJp2xSaNLWhoUHG0hWniX2dzZbfJuLZ1EaIGa2/SGhYIpvXjMOnhT1SmZypXxxCrlBwbNN01NTEzFp1kvziSs5unIGmhoRPf/MnLi2f8+tnYqCrxbI9QTyMSePCj9MxN9Rj08X7HL4dwbSebfh8aBfV70+hUPD71QfsvxPOuA5erBzR6LHWNkhZeuYKt2OTmNWlLZ/37fxeAolcriCnrILUwhKSC4tJKSgmpbCElIJi8iuqVNupiUXYGhviYmaMk5kJHpamNLOxpKi8ioiULMKTM4lKz6VeKkMkAg8rc9q62uLjaIOuhjoJWYVEJGXxPDmLaqXGkaOFMd5O1rR0tKKFgxW6mhokZhcSl1HA64x84jLyKShrPAYbUwMVYDSxN6epvQUWRnrUNUgpraihuLyakopqisqE2+LyGkoqqikpr6a4oprismpKKmvekQh/Y2KRiCcHvohQKBRt33uSfwg4tPBxUhy8Ph25okH5L0WuaECmqEdO4+N3/nn3sQIZplre9LDZ/87FFFN6kZC8TYx03IO5VpN33vdCxhryahOZ637onfGDKesobyhmscdGACJKnrA3eRvfeK7GQccJuULO7PDFdDZrzwznSQDsSjzDrbwwTnb4FYlYjcK6MsaGrma6cz+mOguSyRtjggjIeEJQ968w0dSjsLaCgbd+p49Nc9a2GgnAF0/OczM7juv9FmKlbUB5fS0Dr+xDXazGpQGfoKuuQVp5CYMvHcZB3wj/AZPQkqgTkpnK9Kvn6Ongyu6+wxGLRGx49IAdEWGs6tqTaUp6KTA2ls+vXmW4pycb+wvCb3VSKZNOnCWhoIgzU8bTxEKQnIjKymXSoTO0trdh/+SRSMRiskrKGbrtCL5OduycMgyRSMTD+DTm7D3Pgj7tWdBXCFoevh3OposhbJ8znC7NBcpo3YlbBIS+5MQ3k3G3Fd4jMbOAaT+doF1zRzYtEl5PLlew9LcLPH2Vzt4fxtPUWfDIboa+5ofNl5g4zJeFU96NL2TllLBm8xVevc6mZ5emfDGvNwbKbCaZTM6pM2EcPPIAYyMdln05gHZt36VmMjOKOHsqjOvXopA2yOjUuQljJ7SnWYv3xfZSk/I5d/wRt4NfIpcr8OvsTv+hrWjj56pqr/kxk8nkxEVnEnb3NWH34khNFFRLdfQ0qa4U6BPXptaMmtaJrn1bIvmInk5OVgkBp8IIDnxObU0Drf1cGD2pA238XFQxrl/WBXHz2ku++3Ek3Xp4qhr4XLoSybcrhqj0pU4FPGXHwbssmNGd8SME+ujC9Ug27LnBumXD6Obnzs3HcazcfpmVs/syuFsLQqNSWPJ7AF9M6M6EPq15lpDJrE1nmT+kA7MHtic6LZdJm04yppMX347p+Q4wbAkOZd/tp4xtLwDDmxhIaXUNC49d5EVGDl8P7M7kDq2QyeU8TE5HLBJhpKOFsY42RtraaKtLPph1WFVXT0phMSkFJQJgKO+nFpVQr4wJmOvr0trRhjaOtrS0taKuXsozJVi8SMtReSWulia0dbGjtZMtBlqaJOcWEZGURVRqDiVK6QotdQlN7Sxo6WhFSycrWjpao6mmRlyW4GEIgFFAekGJKsPISE+bJnbmuNqY4mptKsQmrE1VsiF/NrlcQUV1LSVKMHnzX1Fdy6yhHf7Z4NC2bVtFeHj4f/UaiWVneF74C91sdmGh3Rh8rJNVcDRpJE0NB9HZcsk7+4QXBXA7bw/z3Y+gr97Y0jMwaz8RJXdZ1fwIIpGI3NpsVr36iulOc2lvKrjha2I2UievY3WLbwF4UPCcX14f4DefL/HQdwLgs4ht1Mjq2ddOCBqlVOYz7sHvLHDvy3TX7gBsfBXMseRHXOjxGU56ZmRUldD/2g6GOXqxro1QYBeWl8bEW8cZ4+rNej8hCH4rI5FPbvszxq0lv3YcIPRtjo7gx4e3+axVB7707YxcoWDulYvcSU1m76Dh9FDWOWx7/JjfHz5kSceOfNZeyG3Pq6hk5OETaEoknJ82ESNtYaV6/sUrvg68znS/1nzdT5iQjz58xs9X7rFhzAAGeQtc79Jjl7n9KokLX07FwcyIBqmMUb8cBcD/qymoS9Qoraxh9E9HMDPU5ehXE1BXrv5P3XjGbyfvsnxyT8b09AGgtKKGKd8cRVNdjcNrJqOrzFj6dfcNLt6IZMPXI+jYxvWd8ymVyTnp/4QDJ0MxNtRhxaL+tGvdqIeVkJjH2l+CSEsrYtiQVsyd1f29uoeS4koC/MMJuhBBRUUtLbzsGTu+Pe07ur9XuFWYX07AqTBuBb+kuLASbR0N/Dq706VnM3w7uqlSQ//KcjOLeXwvjuhnqZiY69Ohuyc+ygn+QxYbnYn/8cc8uBOLSCSiR78W72gmvbGTxx6yf88dpn/SlcnKFp8BFyPY+sdNJo5rz+xPhHP5IjqDz1eeppOfG6tXCOBcXVPPuM/2YWdlzI7V45HK5IxffggtTXWOrJ2MQgETfziKVCrj9JppqInFTP31JIVlVQT8OB0tdQkztp4hLb+UoO+mo6fVqJW0Nfghe28/YUz7lnw3opfqO80qKWfukQAyisv4dUx/+rXwoKq+ni/PX+VOfPJ734OGmhpGOloYaWsrAUNLAI+3H2trYaQjPNbX1KCgoorn6dlEpGbzLC2LnDKBotXV1KCVgzWtHWzxtrdCjIiX6bmEJ2fxLPUtr8HMiLYudrRxtsXOxJC80kqiU3OITs8lNjOfOqUAn6m+juBZOFrR0tGK5g5WiEUiErIKeJ0hgEZcZj4pOcXv0GOWxnq4WDcChqu1ABq6f9FiVSQS/f/g8Hcmk9dxJX0o+upOdLfd/c5zN7N/JLMqnCmu/qi9VV2dW5PAkZRFDLb9imaG3VXjDwoucSnnkErSQ6aQsfj5LHpa9GOknZCqeiL9HNdyb7G/7TYkYgkl9eVMDfuWGc7DGWknZL+cy7jPHwkXOdp+BXY6AvgseLKPzOpiArotRU0kpqiukgE3N9PbuhnrWo8CYF3kdY4kPiGozxzcDYSaiV9f3GFXzCN2dhlFP3vBA/rt+X22RT3i5w79mOAh6OyvuH+N03Ev2dZrCENcm1JVX8/4gNMkl5ZwasQ4WlpYolAoWHbtGgExMWwaMIBhngIN8zwrh0knzuJrb8v+sSOQKLOZ1gTf4eiTF2wY0Z+hLT2RyeVM3HOazOIyLi2ehrGukIY4ZMNhfByt2TVLyNAKjU1lwa4AvhjWhWk9hev3XlQSn+8MZEY/Xz4bLgCtQqFg8eYAnsVlcPj7SbgqvYoXcVksXHuGHu08WL1woODl1DUw59sTZOWW8vnMngzs0eK9iTQ+KY81my6TmlHEiIGtmD+jmyqIXV8vZd/B+5w7/xRbG2M+W9Ab37bO771GTXU9Vy+/4NyZMPLzynFwMGXM+Pb06tviPfmNhgYZkeEphNx5zcO7rykrrUZTSx3fjm506emJXyd3dD7SDexfMblcweOQeM4de0h0ZAa6epoMGtGGYWPbYW75fg3Bg/uvWbXSnx69mvHN98MRiUREPE9l+ddnaN/OldWrRiIWiygsrmTWksPo6mqy57cpKgDeeugOpy9FsHvdRFp42HA6+Bmbj93l9+Ujae/lRMC9KNYdvskvC4fQs407V57EsvJgMD9N78dgv2bceBHP0oOX+X5cb0Z1bKk6x9uuPWTPrSeM9mvB9yN7q4DhdU4Bc48EUNsgZfukofg625FXUcn8UxeJzS3gqz5daWFtQWlNLSU1tZRU11BaXUNpTa0w9uZ+dQ1lNbXIPjIn6mpo4GNnRSs7G1rZ22Chp0t8biHP0rKISMsiIU/orCZRE9PCxpLWjjb4ONigq65OXHYh4cmZPEvJolzZuc7G2IA2zra0cbHFx8mGuroGotPyeJmWw8u0XFLzlUoPInC2MFGBRUsna9ysTVETickuKiMpp4jknCKSsotIzikmJbdIBTQAVib6KqBwfQs0tDXV//ng4NXKRXHjwS7MtLuhJv7Pf0TxpceJLNpED5v9mGn7qMYzqp5wJXMZfWx+xEW/u2pcrpCxNW4MzQx70Nf6M9V4THk4R1LXs8BtHQ46QkbS6phvMFY34VN3IT4RVhTO1sTdrG7+LS56TgDMC1+NjbYF3zefC0BebQnjH65htstAJjoJgHEnN5qvXpxgY+spdLUQJuVNMdc4kvSQgO6f4qxvTnFdNb2Dt+Nr5sDuTgIY1ctkjL5+mMyqMq4OnIWljj4yuZzpt84SlpvB2QGT8Dazpl4mY9Ll07wsyOPs0Am0NLciv6qSkedOUieTEjB6InYGhtTLZEz39+d5Tg5HRo3C106gT85GRvPN1RvM9G3N172E1WWDTMa0I+eIyy/kyvxpWBroEZ9byOgdxxnk1YSfRwsVuMcePGf9xbv8NnkQ/byF7+2zPRcIT8wk8FuBhwb46egNAh+9Yv+XY/FWBqOLyqqY8L3gVRz6biIaysDr4cAn7DzzgK9m9GZELyF9saCogh+3XOZ5TCbd27vz1dy+KgrpjdXVS9l7NIQzF8OxtzXm288HqTrBgaDQun7jZfLyynFxNmfMKF969Wj2niyyVCrj3p1Yzpx6TFJCHiYmuowY3Y4hw1qrGua8bTKpnKjnaTy4E0vondcUF1WirqFG2/audOnZjPZdPD6434estraBm5cj8T/xmKyMYiytDRkx3o/+Q1t9FGwSE3JZsvAITs7m/LZ1Mpqa6mRmFbNg0VHMTPXY/vtkdHQ0kUplLFl5mvikfHZtnISLo7B4CXmSyIpfLzCyvw9fzupNRVUto748QBMnC7Z+NYrq2gZGfn0Aewsj9n49jtoGKSNXHcJEX4ejX01EKpcxfN1hdDQ0OL18EmpisRDfu/6IXTfDGNWuBT+MagSGx0npLDoRhK6mBnumjcDd0ozXeQXMO3mRsppaNo8aSHePj2dn/dnkCgUVtXUqsHgbPFKKSniRmUN8fiFyhQIR4G5hRis7a1rZW+NqZkpRudK7SMviZVaeqh7BzcKU1o42tHKwwVxPl5S8YsKTM4lIzqK4SqCYzPR1aONiR1tnW9q62mGup0tMZj4v03KITsvlZVpuIx2lIcHHyYa27na0dbOjhYOVypOWyeVkFZaTlF0oAEd2EUk5RaTmlajSZQFsTQ24tHbWPxscmnoZKrZdtEEi1sdCpy/WekMw1vJFJBL//c5vmVRew5W0IRhretLFZptqXK6QcTx5LGaa7gywW//OPmfTVlIhLWSm6y7VWF5tBpvjP2e8/RJ8jIXV7f6UHSRVxrOu5e8AFNQVsuTF18xwmkRvy+4AbEs4QWjBC453WI+a8tjnh29BoVCwy3eJ8hhlDL+3ARd9S7a2nQFAcV0VA25tprtVE35pPQaAXa8fsOnVHY50mUJ7CycAksoKGRJ8gLbm9hzqMR6xSERxbTVDLh0GIGjwNEy0dCisqWJYwDHkCgUXR0zGQkePxOIiRvufwlRbG//REzDS0qa0pobRp05RUlPDuQkTcDYWAqs/Xb/D0Wcv2DC4H8NbCLx0WnEpQ3YdoZOLIzvGCcJrW28+ZNfdMPZOG0knd0ekMjkTtp2kqKKKoGXT0dXSIL2glJE/H2FAmyasntQPgKraesavOYpIJOLUt5NVHcEeRCbz+ZYLTOzbms/HC9+pXK7giw3nefY6k/2rJuKunMRkMjknA5+y51QoJoY6fPfZwHf6ObyxZ1HprPv9CkXFlUwZ256pYzuogtkNDTJu343lzLknJKcUYGaqx8gRbRky0Bu9D6hlPgtP4czJx0SEp6CtrcGgIa0YOaYdFh9Yvb85xtiXmYTcjiXkdiyF+eVIJGJatXOhS09POnZt8sGMp5LiKoLOPSXw7FPKy2rw8LRh9OQOdOnhqerW9merr5Ny60Y0h/bfQywWsX33DEzN9KmsqmPhoiOUltWwa9tUlXbSHwfucPpCOCu/GETf7sI5zs4rZebyo9hYGrFr7QQ01CVsP3Wf45fDObxmMh6OFuwKCGV/UBgHv51AC1dr9l0NY0fgQ/Z+PoY2HnYcuhXO5sAQdi8YSfsmQl+Q7dcefhAYrkTFscI/GCdTY3ZPHYG1kT4hiaksPncZXU119kwYjqeVBUXV1ZTX1lEvlVEvk1Ivkynvy2iQyRvH3hp/775Mhq6GOl7WVribmZBbVsnzzByeZ+TwIjOHijrBGzDW0VaChQ0trC1ABi+z8ohIy+JFejaVdYJchpuFKR3dHOjo6oCZni6vMvIITxbiFnllQmaioY6W4FkowcLDyoy8skpepuUSmZJNRGKmKrNPS12Cj7MAFm1c7Wjp2AgWb0wqk5NZUKryNHKKKvhhat9/Nji0bdtGce3+VnKqgsivuoFMUY2m2v9D3n+GV1V1fd/wb6f33hNSSO+VAKFDgNA7iBQVERVFBJGOdKV3LIgURZDeeyBAQkIgvffee6977/V82DExoud9v8/1fnnOax5HDsiYc6691s5c8z/HGP8xhjEmGhMwVZ+IhpLT/3X+kbTa0yTWHGOU+a/oqfREpkZWniC+5g/m2V5GXaGHiRJReYHQyl9Z5nARVQXZS94hbeebpHmMNn6HUcayaOYHpbe4UXKZg14nUJWXMXc+jVmJj64nS/q+D0BIxRsOpP/KEe812GjITuJ/5IfwU/YdLgzcgImqjMb6S9ZTfsoK5sqQlViqy0woh1MfcyorjGvDP8NW04hWcScTHssA61bgEjS66K2/Z8aw6c0DNvoEsshJlsMpoaqUmfd/p79xH84EzkJeTo7kqnJm3rqAk54Bf0x6B2V5BV6XFLHgxhU8jE04N2UmygoK5NfVMfPCBTSVlbk6dy66qqp0SiR8cPEascWl/DF/Nu6mMnv2L+FR7AkO5eCM8Yx3dZQxlY6fo1Mi4cayhagpKZJQUMq8Y3+wYLAPqyfLNI/Dt8M4FfyG31a8g4e17PQek1nERwcvM22QOxvn9WSe3XPuCZefxnN05XQGuFkDUFPfwsINv6GmosTp7fNQ/4ufIC27jK2H71FQUsPcyX4smTu4W+v4szU1t3P4xBMehiTjZGfChpXjsbLoWQOCIPAmOpdLl18THZsv2/jHeTBjmh8mxm/X9c3MKOPyH694FpKCCBHDR7owZpwHXt5Wb0Ur/9mkUoH05GJCQ1IJfZJKeWkdcvIiPH2tGTLShUHDHGlsbOPq+VcE34uns0PCgCEOzJw3EHdvy39d/7W1zdy+Ec2t69HU1bVga2/MmvWT6GtrjEQiZcM3V4mKyWPf7jl4ecjA89nLdL7ZfYtp471Z8Ynsu+/slPDppgsUltRyau8CzI11KKtqYPbXpwns78g3nwRRUdvI9HWnGeZly85PJlBV38zUzafp72zF/o8nUd3YwuQdp/Gx7WGpff8ogu8fv2K6vxtb/gIMZ1/GsPv+c3ytzDk2fzLaqir8EZ3AtntPsTcy4Ke5UzDW1OD78NccCg3/x2f/v2mKcnIoKcijJC9PU3sHnV10bxNNDTzNTPA0M8XD1Bg1eQVSy6uILSwhtqiU3GqZSUhBTg5nE0O8+5jhaW6ClrIKWeVVhGfmE51fTLtYgqK8PD6WZgzsAgstVRVic4u7waKwWkaLV1dWwtvaDN++5vj1tcC9jwlNbe1EZxUTnV1EVFYR6cWVgAwsPG1M8bPrI9MsrIxRUnib7PA/NiuJRCId4CTghixFxyJBECL+0j8cuAnkdomuCYKwrasvCDgMyAMnBUHY1SU/AwwD/gwIeF8QhDiRbBUfBsYDLV3ymP90f3/1OUikrVS2hFDafIfqllAExKgr2mKqMQkT9YmoKv7nKlid0ibu5k/CUMWbQaYHuuV1HQVczF3AAMNP8dTrSXFR2JzIhfzVTOuzGXvNAd3ynSkf4aDpxaw+MmpqfF0MP2QfZLXjZvpqyLj6e9IOU91Ry26PLQBUtNXw4ZvNLOk7k0nmso2xpLWaeRHf8qndJGZbDgegqq2BSc/3MMcqgC+dxnfdXwtBwQcYYuzAXl8Z1TW6qpB5z88y3dqz2zktCAJLXlwhtDSHG0Ef4KQj80lcyIhjXcRDlnkM5CtvWQTx/Zx0Pg2+xQwHV/YNkzmt72SmsezhXSbYOXBk7ETkRCKiiotZcOUKHiYm/NpFca1uaWHGmQtIBCnX338XA3V1xFIpc079QUldA/eWvoeumipRuUUs/OUy7w/yZfU42eduvRrMtddJXFw+DyczQ5rbOpiy8wxGOhqcWzG3e4M4fD2Us4+iOLx0CkPcZaaDto5OFm47T0NzG39sW4hOl7koJrWQz7+9wuiBjmz5dFyvzbK1rYNjvz7nxqN47K2N2PLlBKwtelNRAZ6Fp7P/+GNa2zv59P1hTBvv/ZaTOSu7nIuXX/P0WSoAI4Y5M3tmv38s+VheVs/VS5E8uBdPS0sHunrqDBvhzMhRrji7mv/rhi4IAlnpZYQ+TSH0SSrFhTXIyclYWopK8oye4Mn0uQOwtDb4x/kgK/F59XIkjx8myoAkwI6Zs/vj6d1TFOvHEyFcvPKaFV+MZfJELwAKimpY8tVvWPfR58h373QD6aFTT7l8L6abnQSw9cf7PInM4PK+RRjra7Lt1EMevErj8s73MTfUZvvvj7kdnsKVzQuxNNJl56UnXItI4sraBdgY6/Hz09ccvv+Sqf1c2TZzdPcz7n34grMvYxjjasfumeNQVJBnX3Aov0REM8zOhgMzxqOkIM/G+8FcT0phgrMjI+xsUJKXbfJKCgo9/5eX7978/y5TlJdHTiRCKghUNDXRLhZT09JKfEkZ8aVlxJeUUVgn277kRSIcDA3wNDPBy8wUaz1d6ppbiS8qJbaolITiMtrEMuexlZ4Og/pa4W9lgZKcHDH5JYRnFZBeJtvYddRUGGhrSYCtFQPtLJEXyRGdW0x0ThFROUVkl/fUxe5vZ8kgBysGOVphrqdNXXMrMdnFRGXJwCKjpBJBkOVm8uwyQ/Wzs8DNygQlBYX/v4DDWSBUEISTIpFICVATBKHuL/3DgVWCIEz82zx5IAMYDRQBb4C5giCkdIHDHUEQrvxtznhgGTJw6A8cFgShd9WVvzVvH0chIvI+Koq9bYsdklrKmx9Q1nSHunYZvugo+2KiMRFj9bEoyf8zvzy55gQptT8x2uIPdJR7KnvdyF9Kh7SFWX+JeRBLOzicPgMfvSmMMF7cPfaHrI3IieT42HYbAJXtFWxK+or5Vh8y2GA4AFeKbnKj+C4n/Y6iIi872X/4ejN2Gpasc/mw+1pLXh9ASU6BY35fdMs2xF3gVVUmd0esRUVedhI+khrML1mhXBm2FHstGX1zf9JTfkp/yfEBsxhtLmMGVbU1M+7ez+grq3Mz6AOU5WXxCmvC73MpK5GTI2cQ2EcGYIeiX3IoOpyVfoP4wkcWcXwi5g3fhb9gsZcvGwbLnuV2Whpf3rvHZCcnDoyTbb4p5RXM+e0iriZG/Dp3Jkry8qSVVzLj5/NMcHNkz1SZr2HLzWCuRCXxxyfv4GZuQn1LG5P2nKGPgQ6/LZWla7jzJpUN5x6wde4Ypg6QaXQdnWIW7L5ATWMLlzYu6M7tn1lYyXvbzzPQzZp9yyZ3/61OXX/FiavhrF88msnD306HHfomi10/PKSlrZNlC4cxbazXWxt0dW0Tu48+5FVUDn6eVny1dDTmpm+vo/KKBq7diOJO18bv7WXFnJn98O/3NpOovb2TyIgsngYnE/kqi84OCSYm2gwf5crIQBds+hr9R6DIy64gLCQNeXk5xk31QfdfMrkKgkBsTB5X/ojkdWQ2SkoKjAlyZ/osfyytegPJg0eJ7N53j6mTfVj+uYxK3drWwSerfqemtpmThxZibCjTlENeZbBx3y1mTfDhyw9k8TXpeRW8v+kc8yf047N3hpBeUMGCreeYN9aX5bOHkVlcxdyd53hnhBerZg0nq7SKWbvPMWeIJ2tnjCCrrIrpB84x1tOB3XPHIScnokMsZsO1R9xNSOfdAV6sGz+MTomU1Tfu8zA1i3f9PNkQNJzmjg4+v3aHVwWFfDF4AJ8PGvAfLQdiqZSyxkaKGxoobmykuL6e4oYGihoaKG5ooKypiQ5JF41VXR1PExPZj6kpFpqaZFfXEl9SRlxJKQmlZd2mI01lZTxMjfE0M8XNxAhVBQWyK2uIyCkgMq+Ils5OWRpwC1MG21rhZmpETWMrr7ILCM8uoLIr5sLGQJcAOysC7Czxt+lDe6eYqJwiXqbn8zIjn7I6GWvK2lCXgC6g6NfXAjVlJeqb24jJKSYqs5A3/wAWJ5fN+n8PDiKRSBuIA/oK/zL4P4DDQGCLIAhju35fByAIwnf/ARx+Ap4JgnCh6/d0YLggCKX/do+unurCb7f1UVPyQE9tKrrq01CU733ya+0soqz5LqVNt2nuzEaEIvpqgzFVn4iReiByoh5TQ4ekgbv5EzFRC2CgSY+PIaXuFqHl+5lu9ROGKk7d8t9zv0KKhAU2h7pllwqPkt2UxDpnGfNJKkj5Mu4jBhuMYHaf+QDE1MazP+MYm5y/xklL5oA9kP4rMbWp/Nb/2+4FfS4vmF9y7nMpYBOGKjqyuTW5fPL6Zza6TWeyhexvW9/RQtCTgwQY2rHfTxbR3SGVMCfkFCUtDdwZ/TGGKjKnbkhxFh8+v8T7jv34xlf28reJO5lx/3cKGuu4PfE9rLV0EQSBr57d51pmMvuGj2OmgxuCILA1NISzCbFsHjKC9z27aixERrL/5UuWDRjAlwEyILmbms6XN+/xjpc724NkJojDIeF8HxrJiblTGWZvQ2NbOxMPn0VPXY1Ln85FUV6em1EpbLj4kC0zA5nZ3x1BEHjv0EUKq+q5ueE9tNRkNv2MokoW7L7AEDcb9i6Z2P2dnX8Uw8E/nrF2wShmjJCVqJRIpSzffY3EzBJ+2Tq3u1zoX1t1bTM7j98nMi6PAJ++rPl0DAa6vaOe/xo4194hZugAe+ZM7YeLo+lbm1BTczt37sZx9UYUVVVN2FgbMHumPyOHO/9j1bjm5nZehqYT8iSZ6KhcpBIBSysDRga6MGKUK+YW/7/XPu/oEPPsSQpXLkWSk12Brp46U6b5MWmKD9r/4LNISi5i5eo/cHO1YM+3s7pLfm7ff5cnoans2zKLft7WABSV1bFo9a9Ymenx/fa5KCrKxi7bdZXM/AquHvgQdVUlPtt3lYwCWcCbppoynx29Rkp+OTe3LUJbXYVPf7hGYn4ZdzZ9gI66Kh//fI3EwjLurZH93tTWzrLzt4nMKWTlmMF8OMSP6uYWll68RUJxGWtGD+X9AT4U1tfz0eWbFNbW8d34MUxxk8VnlDQ2kldb22vT//OnvKnpLYaSkbo65lpavX7EUikJZWXEl5WRW/tnzRiw1dPD09QUTxMTPIyNUZKTJ7GsgviSUuJLykivlDmwAfroaNPf0oIBVn3QVFQirrCUsJx8kksrANBRVSGgryWD+lphqaNNSkkF4VkFROUV0dYpRkFODs8+pgyys2KwgxUupkbkVtYSnpHPy/R8onK6xsnL4WNtziBHKwY7WuNoJlvr3WCRVURGceX/GBy8gBNACuAJRAPLBUFo/suY4cBVZNpBCTKgSBaJRDOBIEEQFneNWwD0FwTh8y5wGAi0A0+AtYIgtItEojvALkEQwrrmPAHWCILQi6sqEomWAEsArKwtfCPjN1HTfIPWziQU5Y1wNL6DksLbqrwgCDR2pFLWdIey5ru0SyowUZ+Iu9HeXuMSq4+RVneGCZa3UVOU2bnbJU38lj3trZiHF+VneF19hc8dL6AiL0u/8KT8Co/L/2C98wm0FGUv9O60LbRL2tnoshM5kRz1nQ0sjfmKscajWGgtM1U9LovgSOZ5trotxUdXxkYqbKlk4atdDDJwZZPrApTlZeU15708Sl1nM0f8PsBOU/asx9Of8lPGM9a4jmdeX5mZK6uhkmlPTmKlocuxAbOw7ioAtPnNQ37LjGapawAr3IciLydHYWMdE++cRV1RkR+GT+tmMC16cJXwkgJW9RvCJ57+CILAZw9u8ygni6V+/fnSPwB5kYi1jx5xJTmZ9729WTN0KEry8ux9FsqJV1FMd3dhU+AIlOTlmHridyoam9k8fiST3J0ITsnii/O3CbC1ZOeMsRhpqvPBj1dIKixj1cShzBnoQWpRBfP2X8BAS533R/oybaA7asqKnHn0hiPXw3CzNuGDsf0Y5iGLX1h+8BqRKfmM8nXgvQn9cLIyprq+mQXrf6O+qQ1f5z4M9unLYO++mBn2+AakUoGr92P5/txzxBIpbg5mDPazZXA/WyzN9LoBoKqmiau3Y7j5II6m5nb6WhkwbpQbo4e5vJWLqbNTQsjzVC5eljmvNTVVGDncmaAx7jg6mPzjybaurpkXz9IICU4mMaEQADePPowN8mDYSGfU1P4zM6+kpJa7N2N5cC+e+g+c3o8AAMSPSURBVPoWrG0MmTmnPyNHuf5rsF10bB5bd9xEU1OFH44sREtLFbFYwqETT7j1IJ7F8wezsCu7am5hFat3XaexqY3TexdiaqSNVCrw05WXnL31mhULhjNnrA9n7r7m+NWw7oC3Mw/fcORGGF/NHMa8UT6cfvKGQ7fCWDV1GAtG+HDmeTT77rzg64lDeW+YLxUNTXz86w2yK6rZMW00k71dyKuuZfH561Q2NrNv+jhGO9mRWFrGR5dvIpZKOD59Mv0tLYgoKODrhw8pbWzsfkY5kQgTDY23Nn8LLS3MtLQw09TsrmrY3NFBTFkJr0uKaexox8fEFD9Tc9QVlUgoKyOurIz40lLiy8qoaZUxidQVFfExM8PP3Jx+5ubY6xuQVVVNfGkZscWlROYX0tDejpqiIrO7klWqKCjwMqeAlzn5hGXnU9nUjIKcHBPcHPlwoB/WejrEFpQQnpVPeHYBKSUyMPGwMOHTEf0Z6iCjU7d3ygLyXnaBRWaZzGHdz9aCTwL742/bp9da+x+ZlUQikR/wChgkCEKkSCQ6DDQIgrDpL2O0AKkgCE1dZqHDgiDY/x/AwRQoA5SQgU+2IAjb/m/B4a/trz6H5vZYMiveRUXRFgejK8j9h5xLgiAhq/YwefU/42tyGj3VHp9BY0cBDwqn4aX/FfY673bLHxd/Q2lrAvNtryAnki2g8tYszuYuY4zpMrx0ZT6A6vZy9qcvY6DBOCaZyVhFUTWRnMw9xpw+CxhhNAaAX3J/I6QilE0uq3HUtKNd0sHy2N00i1vZ6b4MS3UZMF0tDOV45k1cta3Y4bEIbUV1shrL+DLqDM2SdvZ4z6efvi3tkk7WxFzhaVkq79kOYoXzaOREcrwsz2HF62uIpVL29JtCoJkj7RIxW6IecTE7jkEm1hwOmIqeihqJ1WV8EnKdytZmtvYP5B17T1rEnax5/pA7OWmM6NOXAyPGo6agyOYXT7mYkkh/MwuOjJ2Arooqu1684ExsLJ4mJhyZMAFTTU2OhL3ix4jXWGhrsW/SOAzU1Pj6+n1ii0qZ4OrI5vEjeZiUwa57z1FSkGfLlED8LM1Zf/Eh4Rn5DHGyYfus0WSXVfPjg1fEZBejo67Cu8O8mR3gydO4TM4+iqKoqh4bEz3eH+PHEDcbzj2M5kpIPM2tHQxwteL9Cf4YaKtz61kSYbE55JfI7Le2fQwY7N2XIT62uPQ1QU5OREFJDQ9fpBAWlU1WnswebGGiwyA/Wwb52eLpZI6CgjwtLR08epbMg6fJpGSUIi8nor9fX4JGuhLQz7aXg1sQBGJi87n3MIGwl5l0dIixstJnQpAnY0a7of0v+ZIqyht4GpzEw/sJFBZUo6KiyOBhTgSN88DDq6cymkQs5VVEJrdvxhD1Ogc5eREBAQ5MmuqDzz/EY4CMFfXqdTY3bsUQFZ2HlZU+322biampDg2NrXyz+xYxCQW8O8OfJQuGIicnIiImh82H7qCspMCu1dNwdTClqaWdzT/c52VsDpOHu7H6g0BO343kxI0Ixvg7svWjcZx++Jofbkcw1s+R7e8HcSr4DcfvhRPk48jO+UGcfxnHntvPGeNhz553x1NQU8eSs9epbWnl8NyJDLa3JqG4jCUXbgDw0ztT8LQw5UVOHsuu30FXVZVf5kzDVl+Pu+nprHrwAEttbeZ7eeGgr4+5lhbGGhq98oD9tdW1tRJVWsLrkiJelxSRVFEuyy8mEqEkL09rl9/AXFMLP1Nz+pmZ42dqjp2uHiWNjcSWlhJVXExUcTHpVbKNWVFODncTE/p1gYW/hQXpFVVciE3gTmo6giAwwcWRxf5+OBvLEhZmVFRzNS6JyzFJtHR2MsTWmsUBfvS3tkAkElHd1MKj5Ex+CY2ipK4BJ1NDPhnen0Bnu15+sIr6Ju7HpXPmRTSVDc14Wpny8aj+DHGylmVm/R+CgwnwShAE667fhyA75U/4D3PyAD/Ann8xK/1t/HC6zFL/b8xKfw+Cq2t5TE7VYnTVpmCtf/g/2hsl0jYiiichJ1JmgPm1XualR4VzUJLTZrj5iW5ZbuMLHpVsYrzFPvqoyyKpBUHgdM5SlOXUmGezv3vspcJjJNaFs8b5h+761kez9pLTlMVWtz1oK+rQKmljXeIW5JDnO/dvUJZXprCljA0JRxEQegHE84p4dqacx0RFl92eH2Gqqk95ax3Lo89Q0FzNN+4zCDLzQiJIu/MujTB2Yof3dDQVVShurmNZ5BWSakv52HEQX7oOR14kx8WsODZHPURfRZ3vB0/H08CMmrYWlofeJrQkj1l27mzvPxpleQXOpcSxPSIEA1U1jgVOxsfYjGtpKWx89hg1RSUOjxnPoD5WPMjIYM2jR7I0HEFBBNra8qawiK9vP6SssZHPBg3gowF+nAqP5viLVxhoqLFr8lhMtTRZc/k+icXlTPZyZv2E4dyJSWP/nReoKSuxZWYgo9zsiM0p5lTwG14k56KmrMjMAA/eHepFfHYJpx++IbO4ChM9TRYG+hLobc+dlylceBxDTUMLbn1NmDfWj8EeNlTUNhEWk0NYbDbx6cVIpAJ62moM8rJhsLct/m5WqKooUlbZQHh0Ni+jsolOKqRTLEFTXZlRg5yYOc4bmz4ym31eYTUPnibxKCSFqpomtDRVCBzqzLhRbjjYGvdai03N7Tx7nsq9BwmkppWiqCjPsCGOTJrghbubxT+uW0EQSE0p4eG9eEKeptDS3I6JiTaDhjoilQiEvkijqrIRA0NNJkzyZtwETwwM/5kqW1fXwr0HCdy6G0t5eQMGBhpMGu/FjGl+qKsrk19Uzdrt16iobOTrz8cQNFJmUrx4J5rjvz3H1tKQ3WunYmygRW5xNWsO3qK4sp6VC0YwbaQ7P92I4NSdSCYEuLDxg9GcuBvJyfuRTOzvzDcLRnPiYSQ/PYxkYj9ntr07ht/DZMAw2t2OPfPGk1RcztLfbqIgJ8ePC6fiam7Ms4wcvrx6FwMNdU6+Ow1rfV2uJSaz4X4w9gb6nJw9FSMNDc7ExLDj2TP8zM35acoUtFX++ZBY0dzE65LibjBIr5Zt6Epy8niamOBvZoG/mQU+JmaoKCiQVlXJm9Ji3pQUE1VaTGWLzICipayMn4k5fmZm9DOzwN3ImLZOMdElJbwpKuJNcTFJ5eV0SqUYq6vzsb8/77i7U93cwpmoWC7FJ9Lc0clgGys+6u/HQCvZCb+utY0LUfH89jqO6uYWXE2NWBzgxxhnexTk5OiUSLgdl8aJF68pqK7D1kiPj4f1J8jNoVfiyfZOMdffJPNLyBtK6xpxMTdiyaj+jPaw/x87pEOBxYIgpItEoi2AuiAIX/+l3wQoFwRBEIlE/sAVwAoZQykDGAUUI3NIv9tlcjIVBKG0i510EGgTBGGtSCSaAHxOj0P6iCAI/7GI8z9FSJfVH6Okfg9m2msw0f7sPz5fZUsIceVLcdRbj6X2gm55cs1PpNSeZJLVQ1QUZKYhsbSd37KnYa0xhBGm67rHRlZd4XnFL3xk9wu6SrLArMq2Yg5kfMlQwymMM5X5Gcrbytiesg5vnX582Hep7HPq0/g2bT9BJqNYYCUzL/0VIHa4L8OqCyAS6nLYmHAKBTkFdnkuxkHTgsbOVlbHniO6JpfPHMay0EbG+jmfG8m+lAdYqOlyuN+79NU0pF0iZkf8Qy7mxhBgZMMB/2noKauTWFPK0tBrVLY2sdlvDO/YeiEVBA7Fh3E0IQIXPSN+GDYVKy1dEivLWBp8i9KmRtb2H8aH7r5k1dbw2YPbZNVUs9x/IJ/7DaCooYFld+6QXFHBh76+fD14MG2dYrY8fsqt5DR8zE3ZN2kcdS2tfH39AbnVtbzf34dlwwdwOiyaE89fY6Spwe6ZQeiqqbLuwgNSiivwsTFj4RBfRrj2Jbu0mtNPongQk468nByT/J15b6QvRRX1nHrwmrjsEnQ0VHl3hDeTA1x4EZvDb/ffUFLVgIqSAgHuNozwtWOwR1+kgkBEfC5hMTlEJOTR1NKOkqI8fi6WMvOTV1+M9DVpae3gTUI+LyIzefoqg44OMb5ulswa70OAb1/k5eWQSKREx+dz/0kSoa8y6eiUYGNlwLiRbowe7oz+3/wYWdkV3L0fz+PgJJpbOrDso8fE8V7/UZtob+8k7EU6D+8nEBOVi0gEfv59mTjZhwED7f8xpkEQBFLTSrlxO4Znz9Po7JTg7WnJlMk+DBpo1x3D8To2ly17bqOgIM/O9VNxdzans1PCvpPB3HmSyFB/e775YhyqKkq8iM5myw/3UVZS4LsvJuLpaM6xK6H8ej+KKUPdWLcgkGO3XnL2URTTBrmxfu4ojt8L55fgN0zt78o37wRy/mUcu2/1AEN8QSkf/3odIy0NTrw3jT56OlyOSWTz3Sc4mRhyYu5U9NXV+DHiDQdevCTA2pJj0yaioaTE3rAwfnrzhjF2dhwcNw4VRcXuZy9ubCCyCwheFxeTVy/zHagpKuJrItvY/c0s8DI26TYtlTc38Sgvk4qWZtwNjfEyMsVITQNBEChoqCeqpJg3pTKwyK6VaaJK8vJ4GJnQz9QcPzNzfE3MUJKXJ7KoiJ9ev+Z1cTHG6up84u/PHHd32sRi/ohN4GxULJXNLbgYG/FRfz+CnGQg0C4WcyM+hVOvYsirrqWPrjafDe3PZHdn5OXkkEilPEjM4Kfnr8mqqMZSX4clQ/2Z5OXUS0vqFEu4HZPKz09fU1zTQOLeFf9jcPBCRmVVAnKAD4A5XV/4jyKR6HPgU0AMtAIrBUEI75o7HjiEDChOCYKws0v+FDBE5tOJAz7pMkuJgGNAEDIq6wf/yaQE/wwOgiCQV72M2pbb9DU4iY7a6P/4jJHFsxCJ5PE3+6NbVteeweOiufgabqSv1rRu+bPSXeQ2vWCB7XUUuiKyGzur+CFzIQEGcxls1AMwF/IPktoYzRqnH1BXkPkjbpdc5W7pDb60X4uTlox5czbvPI/KQ9jovKq7rnRRSzkbEo8gEaTsdP+iGyDym8tZE/czDeIWtrgtxF/fiQ6pmG0JV3hUlsAsywGsdJ6IvEiOqOo8VkVdpE3SyQ7v6QSaygKWrubFsTn2HvrK6hwZMBNPPXNq21tYEX6LF6U5zOzrwTa/sagoKPK0KJsVoXeQCgL7Bo9nrKUD9e1tfP38Po/yshhrbc+eYUEoysnzzfMnXE1LZpCFJQfHjEdLSZlvnz/nXHw8XiYm7B83DmtdXW4lp7H50RMEAbaMGcEYBzv2BodxPioee0N99k0bR3unmDVXHlBYU8eiwX58Msyfa2+SORcaS3FtAxZ62iwY4s20fq7UNLZw9mk0NyKTEUukBHrZsyiwH21tnZx++IawJJmGMWOIB+8M96KwvI6Q6EyexWRRVd+Mgrwc/i6WjPC1Z5iXLZpqysSlFxMWm0NYTDZFFTLKooOVEUN8ZOYnR2sj6htbuf0kkesP4yivasTUSItpY72YNNK9O+q6samNp2FpPHiSRHJ6l9nJty9Bo942O7W2dvDsRRp37sWTklrSrU1MHO+Fh/s/axMAjY2tiESit4Lv/mzt7Z08fZbKjVuxZGSWoaamxJhAN6ZM8sb6L0wlQRC4djeWoyefYt1Hn12bpmNipE1dQwsb9t0iLqWI92YMYPEcWTbhUzdecfJaBM42xuz6cjK6Wqrs/u0Jt8KSmTnCk1XvjuDA1RdcCIll1lAPVs8ewaHbYfwaEs3MAHc2zBrF+fA4dt18RqCbHXvnjyexqIyPzl7HVFuTMx/ORF9djeMvIjn6PIIhttYcnjUBFQUFtgc/4/eYeCa7OvHd+DGIgHWPH3M9JYV3PTzYMnIkUkHgenoK4UWFvCkpoqRJ5nvQVlahn5l5t2bgYmDYaxMtbKznYW4G93MziCkv6S6s8+duaa6hhZeRafePm4ExqgqKVLe2EF1aQlRpMVElxSRWliPuio1w1DOgn5k50xydae+UcDgigjfFxZhoaPCJvz+z3WSlZm8lp3EyMoqcmlostLV4v58PszzcUFNSRCKV8jQjhx9CI0kurcDWQI/lIwIY42TXnXTySWoWPz57TWppBWY6Wiwe4sc0H1eU/7LOxBIpCQWl+Pa1+O8OgvP2sRLevHmFgrxpL7lU2kpGxUzaOnNwNL6BqpLjv1wBsmuPk1N3nGGWoSh1MZ0EQeB+wRQ0lawZYnqke2xR8xvuFq1itNl2+mr2VBW7lL+e2o4Sltid6o7OLmsr4FDGSkYZzWK0yZ8Mog62p6xDDjk2unyLopwibZJ21iduRYrALvfNqMjLXvLeALEMK3WZVlLVXs/a+JPkNpfxtdMsgkz9kQpSjmU85FxuKMOMXNjuOQcVeUXKWuv5KuoiiXVFfGg3hM+dRiEvkiO5tpRlr65Q3tbIRs+xvGPjg1QQOJIUxtGkMFx1jfl+yAz6aOhQ2FTP0mc3SKwu42NXf772GYa8SMQvidHsinyOqYYm3wdOxt3QhMspSWx6/gQtZWWOjJ3AAPM+3MvIYMPjx4ilUjaPGMEMV1eK6xv4+s4DoopKmODsyLaxI4ktLGXD7UfUtbSxfEQAc3zc2f8wjMtRiTiaGLJnVhA2BnqEJGdz5kU08fmlaKkqM2uAO3MDvFCQk+PcsxguhSXQ3N5BgJMVH472R1NZibOPongUnYG8vBxB/RwZ388JbzsLUvPLCYnOJCQ6i5KqeuREIrwdzRnhY89wHzuMdDXIK6khNCabsNgckjJLkQoChrrqjBvswqwx3uhqqRH2Josr92KITSlCWUmBsUNdmDnOG1urHlZUflE1D54k8zAkuZfZadoE716BdQDZOTJt4lFwMs3N7f9X2sTfW0lpHbdux3L/YQINjW1YWekzdZIPYwJd33Jo19Y18/O5MO48SmCQvx2bVk5ATU2JnMIq1uy6TlVNE+uWBjFmiDPNLe1s/ekBL6KzGT/EhTUfBNLQ3Maa72+TmF3Kh5P689Hkgey5FMLlFwm8O9KblTOGsvf6c86/iOOdIV6snTGc8y/j+O7mM0a52bFv/niSi8tZfOYaRloanP1wJrrqamy994RLMUlM93Rh28RAJFKBlbfu8Tgzm4/6+7Fq+GBaOzv5/M4dXuTlsSIggM/696dVLOazB7d5lp+LoZo6/n8BAwd9g+4azH+2nLoa7udm8CA3g8QqWbZbF30jgmzsGWfjQB9NbZKqyomrKCWuooy4ylKKGnviHJz0DPHsAgtvI1NsdfRpF4uJLy/r1iyiS4tp7uxkhJUNX/oH0NTeweGICKK6QOJTf39mubmhKC/P08wcTr6OIrqoBB0VFd718WShrxf66moIgsCjtCwOhYSTU1WDq6kRX44YxBBbq+6sui8y8vjxWSTxhaUYaaqzaIgfs/zcUVXqSej4X59byd1TRbj3sB9mhteRl+/N1+4Ql5JWNhE5OVWcjG+j8C+xDQ3tyUSWzMTV4DvMNKd2y+OrDpFZf4Ep1sEodjGRpIKYc9kzMVX1YLT5tu6xyXVPuVuylzlWu7BS9+yW/5a3h+ymJNY6/9BdYzqpPp5jWfuYbDaT8aZTAEhryGBH6j5GGQ3rTuUNUNxSwfrEI0gESS+AaBa3sTnxDNG1mXxgE8QCa1m5xov54RxIvYubTh/2+cxHV0mDDomY75LucrUgmgBDW3b5zEJHSY26jla+en2d0PJspll5sNV7PCryijwtzmJl+C1EIjgwcDIjzO1ok4jZ/voJv2fE4W/ch2NDJ2OkpkF0eTGfB9+murWFTQEjmO/sRXp1FZ89uE1efR0r+gew1Lc/ZU1NrLp/n8iiIoLs7dkZGIimsjInXkVxJCwCQw119k4Mwt5An813gnmUlkU/S3N2Tw0io6ySTdcf09TewTQfVxYM9KavoR5xeSX8FhrD48Qs5EQigrwcWDjEBws9bS6/TODcs1hqmlrwtDZlUWA/+hrrcS44hnuvU2lp70RXQ5VAH3vG+DriaWtKdnE1IdGZPI3OIrdElkjNra8JI3ztGeFjRx9jXWobWgiPy+V5dBZhMTnIyYkYG+DMu+N9se1jQFZeJVcfxPLwRQrtHWK8XSyYMd6HIf3suu3Af5qdHjxN5kVEBh2dEvr72DBrsi/9vK17aQhtbZ1d2kQcySn/Z21CKhV4HZXDjVsxvH6Tg0gkYsggB6ZO9sHTo89b43MLqrh0M4rHz1Lo6JQwd7o/SxYMQV5ejvCYHDYfvIOKco/juaC0ltUHb1JYVssX84Yxe4w3CdmlrDl+m9a2DjYvDmK4tx07zwdz/WUS743x4/PJg9h1NYRLLxOYP9yHVVOHciE8nm9vhDDS1Zb98yeQWlbJ4tNX0dNQ4+yHs9BSVWbF1XuEZOTwyWB/vhwRQH1bOx9fuUFscSkbAofznp831S0tLL5+naSKCnYEBjLH3Z3q1hYW3b5OUmU5O4YH8o6L+1vPLQgCaTWVXYCQSUatzN/gZWTKOBsHgmzssdLSpU3cyZOibEqaG3DWNcJVzxhdFRk4V7Y0E19Z2gUYpcRXlNLY2RXnoKiEh5EJXoZm3RqGmoIivybGciImirr2Nsb0tWN5v4HUtbb1Aoml/fsz09UVZQUFYopKOBkZRXBmNkoK8kxzc+FDf1+s9XSRSKXcSkzl6PNXFNc14GdpzooRAfhZWXQ/46ucQn56Fsnr3CL01FV5f5Avc/t7oq6s9N8PDj6+zsLVW20oKthhangFebneKQua22PIKJ+NurIf9ka/IRK9nQpZEARCC4ejo+KDh9HBbnl1WwJPiz+gv9EOLDV7Kr69LD9Mav0dFtreQKlrw++UtvNDxnysNLyZYrG+e2xxSw5Hs1YzxnguI41ndMt/yj5CUn0c37juwlBZFql8Lv8i98uCWee0EjftnqIzJa0VrEs4glgqYafHMqy7AKJTKmZv2iUel0UzwWwAKxymIy8nT0hZEt8kXEJXSYPd3vNw1pZFhl/Jj+K7pLsYKmtyqN9cnLRNkQoCx1JfcDz1BU7axhwdMAtLDV0Kmmr59MVV0uoq+NxtEF+4DUFeTo5r2Umsj3iIhqIyx4ZNZoCJJTVtLawMucezwlwm2Trx3RBZHqSNzx5zMyONoZbWHBg9Dh1lFU5GR3Pw5Uv01dTYGxREgKUlCaVlfHXrPvm1dSwZ0I9lgwdwNymd7Q9CkBOJ2DRuBINtrDgSHM6t+FQ6xBKGOFjzXoAPA20tKalt4PewOK6+TqK5vYN+tha8N9QH/76W3H6TwpmnUZTUNGBros+iwH4Md+tLZFoBj6IzCE3Ioa1TjIG2OqN97Bnj54iHjSn5ZbWExGQREp1Jap7sJGlnYcBIX3tG+Npha25ASWU9fzyI4fbzJNraxQxwt+LdCX70c7WksamN208TufYgjrLKBowNNGUmp1Hu6Gj1xBfU1bdw80E81+/FUlPbjFUffWZN8mXMCJdeJU0BcnIruXMv7h+1CRFw/2ECt+7EUVJah56eOhPHezJxvBeGf6sXLQgCb2LzuHQzitexeSgpKRA00pVZk32xstD/V8fzy9gcNv9wHwV5OXYum4ivSx+uPUtg7+9PMdXXYu+yyVib6rH110fciUzlo/H9WTJ+ANsvPeH6qyQ+GOXH8kmD+SM8np1/AYb08ko+PH0NHVUVzi6ehYaKEot/v058cRnfjBvBXD9PiusbWHTpOoV19eyfFMQ4JwcK6up4/9o1yhobOTJxIoG2thQ21LPw5lVKmxo5GjSB0TZ2vZ47obKsW0PIa6hDTiSin4kF42wcGGNth5mGFlJB4HV5IddzkrmXl9a94f/ZzNW1cNUzxlXfGDc9Y9z0jTFS1UBApoHEVpR2g0ZadSViQWZaMtfQYpq9C+84eXAtNYWTcdE0drQzwc6B5f0GUtHcwuHwcKJLSt4CiZzqGk69juZaUioSqZQprs4sGzyAPjqyRJiXY5L4IfQVlU0tDLWz5ssRAbia9lSXjM4r5qfnkYRl5qOlqsyCgd58Pirgvxsc/Pz8hBdheyireh9lJU9MDf5ATq43z7y66TL5NV9hqPEeffS2/+N1Uio3Ud78gGFWL7tZS4Ig5U7+OPRVPAkw2dM9tqw1iZsFnzHCZB0O2kHd8pCyn4muucnH9mfRVOwxE5zJ/ZaClkzWOH2Psrzs1FHbUcOW5NXYazjxmd1XiEQiOqQdrE/cTrO4mQ3Oq7BQ6ymB+VeA2OHxOTbq5l33KHAy5z7n858wQN+Zb9wWoCqvTGp9MWtif6emo4m1LlOYaCGr0ZxQW8jKqIs0dLSy2XMyEyxkWs7zsixWvb6OAOztN5URpva0iTv5JuohV3ISGGxiw8GAyeirqJNeW8mnz26Q11jL195D+cStPwLwQ1wk+6PCsNbS4fvRU3DUNeBCciJbQ5+io6zC3sAghlpak1Rezop798iprWWxry8rB8lKMn775DmX4pNwMzFi/6RxKMrJs/rGA2IKSwhysWfrhEAkEimX3iRwPjKe6qYW7I31WTjQh4meTnSIJVx9ncS5sFjK6hqxNtRl/mBvxns78iIpl1PBb8guq8ZIW4Mx3g6M9XbA1liPsKQ8HkWn8zI5jw6xBBM9TUb7ODDWzwFnS2PKqht5FisDirjMYgQB+hjpMGmwK9OHy7K9Xn+SwKVHsdTUt2Bvaci7430JHOCInEhEeHQOl+/FEJ1UgJKiPKMHOzNznDcOfXte3s5OCU/D0rh0M4rMnAq0NFWYPNaTqeO9e5Uvhb9qE/EkpxSjqCgvWz8dYjzcLJgy2YchgxzeyhLb3iHm8bMULt+KJregCj1ddaZP8GZykGc3YP3V8Tysvz2blo1DRVmRM7dec+LKS+wtjdi9YjIGOursOx/CtWcJDHSzZsfH4xHJidh4+j6hibl8Omkgi4L82Xz+EbffpLJkbH+WjhvIxYgEdlx/ygiXvhxYMJHMiioWnbqKpooyZxfPQktVhcW/XyOxpJyDM8Yzxtme1PJKFl++TmunmB9myGIYkisqWHRNRs8+MXUqvmZmJFeW88Ht63RIJPwycSq+puZIpFKiy0u4n5vBw9wMSpobURDJMdDcshsQDFRl+0VWXRXXcpK5mZNCcXMDagqKBFk5Mr2vK856RqTVVpBUXU5SdTnJNeXkNtR0+yEMVNRw1TfGVU8GGK56xlhq6tAuEXebo16VFBJckI2mkjKL3f2Yae/GhZQEzsTH0CoWM9nBiS/8BlDS0MihiAhiSkow1dRkqb8/M93cUJKXp7KpmZORUZyLiUcQBOZ4ufNpgD9GGhq0dnZy7nUcJ8OjqGttY6yzPcuHD8TWsGcvSiwq46fnr4nILiBm87L/fnCIioqiqeUOFTUfo6o8CGODX5ET9XbOFdXuoKLxBH10v8VQc/5b16lofkJ8xedvxTzEVO4ir/E2k62DUZCTbeyCIHAh9x10lCwZb9ETQFfbUcLPWR8yyHA+gwx7TEMFzRl8n72e8aYLGGo4pVv+uPweV4su8HHf5Xjryv5GJa1l7Ezdh1SQssH5KyzUevJBlbRWsD7hKB3STnZ6LOsGCICbReEcybiGg6YF33p+iK6SJrUdTWyI+4OomhxmWvZnhdMEFOUUqG5vYlXURaJr8plnM4CVLmNRlJOnsLmWZa+ukFJXxmfOQ/jceaiM7podx+Y3D9FTVuPY4Gn4GFrQ2NHOmvD73MtPJ7CPHfsHT0BbSYVXJYUse3Kbho52tg8OZLajO6lVlXz56C4ZNdUs8vRh9cAhSAWBb58/53xCAi6GhhwcPx47fX0epWex4f5j2iVi1o8axkx3V36JiObIswj01FX5ZLA/0zxdUZATcS8hnbPhsaSXVaKnrsocfw/m9vdEW1WF4MQszr6IJqmwHG01FeYM9GDOAE9Si8q5HpHEy9R8OiUSzPS0GOPtQJC3Axb62jxPzOFRVAavUvIRS6VYGGp3AYUj9uYG1DS08Dw2m8dv0olKLURFSYEpQ9x4Z7QPRroaPApP4/d70eQWV2Ooq8Gcsd5MHemBhpoyOYVVXL0fy4PnybS1i/FwMmfmeG+G9e+hHgqCQEJKMZdvRREWmSUryjPIkZmTfXulDf+z5eZWcu9BAhKplInjvehr83bkd01tMzfux3Hjfhx19S3Y2Rgye4ofI4c49XKI/5Pjua2jk+0/PSTkTSZjApxY/+FomlrbWfP9HRKySnhvfD8+nT6Igoo6Vv5wi+Kqer6ePZxpg93Z9PtD7kWnsXT8QD4eO4A/wuPZcf0pw136cnDBRLIra/jg1BXUlBT5dfEsdNRVWXL+BrGFJRycOYGxzvZE5BXw6bXbaCor8cvsaTgYGvAyP5+lt2+jqazMmenTsdPX52VhPp/cu4WWsjJnJ8/ATk+f8JICVjy9S3lLE0ry8gy1sGGcjT2BVnZoK8v2h8rWZm7lpnAjJ4XE6jLkRCKGmFkzva8bo/vYoSyvQHh5PiUt9ThqG+KgY4iaguzw2NzZQWo3YJSRXFNBZl1Vt6agqajcBRhGuOmZ4KZvTKdYwqGYcB7lZaGjrMIST38m93Xkt8R4fk2Mo1MiYYaTK5/79Se/rp5D4eHElpZipqnJp12ahJK8PKUNjXwfHsmVhGQU5ORY4OvFRwP80FVVpbGtndOvojn9Koa2TjFTPZz5bNgALHR6rCrVTS0YaKr/7wAHgMbmS1TWLkdNZSzG+j/3MiEJgoTsyg9oaAvD3ugCmiq9UzaJpc08LwjAQnMujvpru+XlLa95UfopASb7MFcf0S3/M1PrAttrqCrodMsv5W+gqj2fT+zPIifqObmdzNlGWVsBa5yOo9jFcpIIYr5N/YYWcQubXXd1O6L/M0BUsj7hiAwg3D/vzuAKEFaZxI7kc+gra7HHcwnmagaIpRK+z3jEubxQPHWs+M5rLgYqWnRKJRxMecS53Ah89azY5zcHfWUN2iSdbI29z9X8eIYY27Kv31R0ldVIrinjs7BrlDQ3sM57JO87yuI8TqdG821UCGbqWnw/fCpu+sZUtjTzZcgdXhYXMMPBle2DApETidgVHsrZhFgc9Q04NHo8TgaGPMnOZu2jRzR3dLB+2DDmeXpS0dTM6rsPCc8rINDelh3jAimrb2TrvafEF5ehpaLMbB935vfzwkRLg9e5RfwaHsOz9BwU5OSZ4OHIwgAfHE0MiM0r4eyLGJ4mZyEvJ8cELyfmDfbCXFeL58k5PIzJ4FV6AWKpFEsDHcb6ODDW2xEjbQ1C4rJ4FJ3Om/RCJFIBaxM9xvg6MMbXgb6m+mQVVfL7wxgevEpFKhUY4WvH/LF+uPY14VVCHr/fiyYquQA1FUUmD3dnTpAPpgZaNDS1cS8kiasPYikpr8fYQJMZQd5MCvRA6y+Mo5KyOq7djeXu4wSaWzpwdTJj1mRfhg7szWP/t5aTX8mlm9E8fpZCp1hCQD9bZk/xw9u9t++hrb2T+8+S+e16JLX1Ld2O56LyOtYcvElucQ2fzR3Cu+N8Sc4pY/XxWzS2tPPNorGM9nfkeXw2G888QFlRgT0fTcC9rynrf73Po7hMvpg4iA9H+3MpIoFt154wzNmGgwsnkldVx/unLqOiqMjZD2eir6HOxxduEFVQzP7p4xjv6sjtlDTW3HmItZ4uv8yehqmWJrfS0lj94AE2urqcnj4dE01Nbmek8VXwffrq6HFm8nRMNDS5k53GypB7WGnr8IVPACP69EVDSbapt4o7eVSQyfWcZEJLcpEIAm56xkyzdWWSjTOGKuqk1lVwIzeJW/nJVLQ2dX9XIsBaUw9nXSOcdYxx6vrXVE0TkUhEm0RMZl0VSdVl3RpGam0l7RJZAJ2LnhErvYZgpKzOoZhwnhbkoK+ixqde/oy1cuBMQgznkmRawWwXd5b6+pNdXcPhiIhukPjT3KQoL09+bR1HwyK4lZyGurISH/r78r6fDxrKStQ0t/DzyyjOvYmTXc/XnU8G+2OkKaNS/9f7HP5OZa1vOkN13To01edhqLuv11ixtJ70sqlIpLU4mz5GUb73KSum7CNaxUUMsrjfLZMKndzOG4up2mD8jXsc0NXt2VzJW8Rgoy9x1e2humY2RnC9cBtTLTbioDWoW57TlMKJnG+YZLaIQQbju+VZTensS9/BGOMJ3ZXiAEpby9iZuh+JIGGTy9eYqfacGktaK9mQcIT2f9AgUurzWZdwEhEidnt+hKNWHwAelyawI+kaagrK7PGeh7uOLAXz3aIEtsbfREtJhUP93sVNxxxBELiUF8u2uAcYqWiw338aPvp9aOhoY1XEbYKLMwnq48hO/3HoKqsRXVHEZ89vUtPWyqZ+I5nv6C1jPsVEcCQmHHtdAw6MGI+bgTHP8nP5+skDGtrbWdl/EIs8fahra2P1w4e8yMtjmLU1OwIDMdHU5OybWPY+D0NHRZmtY0cRaG9LbFEpZyNjeJSahQiY4ObIipGDMNPWIq+qlnMRsVyPSaa1U8yAvn1YOXYwbuYmFFTVcS4slutvkmnt6MTGUJfl4wYT6G5HXXMrT+KzeBibzpvMIqSCQF8TPVZNHcYgZ2tqG1t4EpvJo+gMojOLEASwMzdgw9xReNqaUVnbxMUnsVx7lkBjSzu+Thbs+WwyWuoqpOdVcP5eFMGv0gGYEejFyoWyQ4ZEIiU8JofLd2UmJxVlBRZOH8B7M3o0V4CWlg7uP03iyq1oisvqMDLQZM2yoO4cR39vjU1tbD9wl1dROSgrKTBulBszJ/li+Q+5mW4FJ/DDuRc0NLXh2NeYrxYH4upgSmJmCSv3XkckJ2LH5xPwd7PiaVQGG0/cx1BHg33LJmPfx5BfH0dx6FooLlbG7FsyCV1NVdacvUdIYjZfTR3KwhG+3RrDUGcbDi2cSE5lLYvPXEVRXp6zH85CT0ONzy7e4nV+EXunBTHB1ZGfI6PY+yyMfn3M+XHGZDSUlfnpzRv2hYXh3xXcpqGszE8xr9kTEUY/M3N+Hj9VRnKIf83u1y/wMzHn5Njp3VpCTn0NPye/5lZuKs3iDszUNZli48p0W1fsdQxkBa1yEzmbEUV6XSUKIjmGm9ky1cYNF11jMuoqSa2rILW2nLS6Cgqa6rq/R20lFZx1jPDQN8NT3wwvAzNM1WQBiGKplJz6at5UFHMiOZL8xjo8DUw5PGQSNa2tHIwKI7Q4H0NVdb4dMgZ3A2OOR0dyMTkRkUjExz79WN5vIOEFBd0gYamtzZaRIxlmIytlm1FZxaHQCB5nZKGrqsqq4YOY5SGrdFjW0Mj3oZFcjZVpGYsD/Ph4iD/KCgr/u8ABoLJmJU2t17E2y0Ik6m13bWqPJqN8Gtb6x9BTn9yrL7fuZ7JqDzDC6g0Kcj2BShFla6htT2W81a1e4y/kzEVP2Zax5ju6ZVJBwg+ZCzFTdWRan296jf8xexO1HZV87XgUBbkereZM7k9E1b5iq+te9JV7GFdlbeVsS9mDgkiBra7r0FXS6e4rba1kXcIROqVivvP4ojuSGmT5mFbHnaC+s5nt7u/jqydL7JfdWMbXseeoaGtgg9s0xpl5A5BeX8byN+epbm9im9c0xpnLspYm1JTwZeRVSlrqWew4kC+ch6EoJ8/PqZHsT3iGjpIq3/Yfzyhze6pam1kRdofQkjyGmFqze9A4zNS1CC3KY2XIParbWvjAzYeVfoNp7RSzPuQRj3OzcdI35NsRgXgZm/JrXBx7Q0MRiUQsHziQ9318yKysZvWdB6RVVjHKri8bA4djoaNNcV0Dv72O5XxUPAAfDvTjo0H9UFNSpL61jStRSZwJi6ampYUpXi6sGDMIQ00N6lvaeBifwcWIBNJLK1kyyp/PxgxEvqusaXVDM8HxWfwRFkdeeS2rpw9n7lCvnrVV38STmEx+C46hQyzmwvr5GGjLbNYtbR3ceJHE4YvPmTrMnXULe2pNlFc38tOVl9wLTeH4+ln4uvTptTay8io5dTmc55GZrPxwFDPGefP3JpFIeRWdw4lfQyktr+fQzjlvmZqaW9pZsekS2bmVvPfOQKYEef0j9VUQBE5fjuCXS+F4u/Zh8ZwAPJ1l7Kei8joWb7mAhpoyh9dMx9xIh/isEpbuuYyTtTH7v5iCjoYqV17E8+2Fp4zxdWDrezISwopfbvMyNY81M4Yzd4gXPwZHcvxRRLfGkFBUxmfnbqGupMipRTPRUlVmyYUbpJRWsGvqWCa4OrIj+BnnYuIZ7+TAnoljaero4OsHD3iel8cER0f2jh1Lc2cHq4IfEJKfywQ7B/YHjqNZ3MGqZ/d5WpDDhL6O7B8+DhUFReIqS/gxKZKHBRkoySswydqJ6bZuDDCxRE4koqGjjfNZsZxOe01lWzOuusbMsvVkoqULeipqtEvE1HW0YqSi0UvjauxsJ72ugtTaCtLqykmplQFHh1SWxdVYVaMLKMzx0jfDTc8EZXkFrmUnsSv6OQICPw6fxgATSyJLC9keEUJyVTkbB45gkZsvxY2N7I8M40Z6KkG29hwcPQ5leQWe5eay68ULsmpqeMfdnXXDhnVrRQmlZex+GsrrwiKG9bVm57jRGHdpCgU1dRwMecm95AxcTIy48fH8/33g0Nj8B5W1K7AwDkNJsXcheanQRlyhEyZan2Oms6pXX0VzMPEVy/A3u4S2ck9a59TaUyTVHGeK9TOU5Hucg09Ld3bVl77Wa9E8KfuJuNo7fOZwARX5HpBJb4zldO5OZlosxU9vZLe8pqOKb5JW46fXn/etP+51T3nNBWxP2YORiiGbnL9GTaGH6VLSWsHa+MMICHznsRwLtR4HZ1V7PWvifqagpYL1Lu8ywtgLkNV+WBd3nuiaHN6zGcanDrL8SzXtzayM+oOYmnyW2A9jqeMI5ERyNHW2syvhMZfyYnHUNmJvv6k4aRuTUlvOVxG3SK+rZFZfTzb6BqKhoMS59Di+jQ5BQSTHlv6BTO/rSkNHO7tfv+B8ajym6ppsGTSKMVZ2PMrJYsuLp5Q3NzHPzZOvBw6msb2DrU+f8iQnB2dDQ3YEBuJqZMSZqFiOhkUgFQSW9O/HkgH9UFFUoKS+gX3BYdxNTsdYU4NVgYOZ5CYr8NTU1s5Pz19zNjwGJXl5lgzz570AH5QVFegQi9l5PYSrr5MY4mTNrrnj0FbrMem0tHew7tf7PEvKYc4QT1ZPG97LlJNVXMXC3RdwszHhh+UzusEF4OAfzzj/KIZf1r+Dh10PqaCto5NZX53C3EiHHzbOfoteKZFIWbf3JhExOexeO40An38ucVlT28zSNb/T3NLB97vfpY+5TCNoae3g6y1XSMkoZfvaKQzub/eP8yUSKYdOPeXawzjGj3BlzSdju5+tobmNj7ZcoLaxlZNb5mJpoktRRR0f7LiAlroyv2yYi46GKo+jM1j7y10Gudqw/5NJCILAyl/uEJqSy+Z3RjO1vyu7bj3j/Ms4Jvs6s3XWaMIy81j5x13MdLT4+f3psuIwv1+jtL6BQzMmMMjWilW3H/AgPZMP/X1ZPWIIUcXFfHn3LrVtbWwcPpx3PTx4U1rM8od3qWltZcPgYSxw9yKqvJgvntyhurWFDQOGs9DVm5yGGja9ekx4WT5aSsosdPThfWffbgd0RWsTp9Pf8HtmDE2d7Qw2seFjlwEEGMvoxI2dbfyeHcWZrEhq2lswVNHAU89c9qNrjpuuaXchrT9bu0RMWm0FcdXFxFWXEFdVQn6TLBJbTiRiob0v63xGUdLUwKKnVyhorGPngLHMtvegVdzJiqd3eZCXyXuu3mwaOBJ5kYhT8THsDHuGp7EpJyZMwVBNnXaxmIPh4ZyMisJCW5s9Y8fi31WuVyoInIuOY++zMJQV5Nk8ZiQTnR2711twWhbfh0Zyfcn/QnBo70iguGIsRno/o6E28a05ySXDUVF0wNbwRC95U0c2EcUTcTXYhZlmj+O4rCWc0NJlDDc7gaGqb7f8zzTe79icR1upx7RT2prOb7lfEmT6JR66Y7vlgiBwNHM1HdJ2Vjoe7OWTuFJ0niflD9joshNz1d6nysT6FPamH8FBw441TstR/IvWUdBcyvrEI8iL5NnlsRxT1R5TWVNnK+sTfiGpPo8vHKYx1UJm5hJLJexLvc21wtcMNXJmq8ds1BWU6ZSK2ZF4h+sFMYwycWGn9/Ru51tIaSYbY+5Q197CF67DWewwELFUytGkMH5MicBEVZPdAyYwyMSG/IZaVr28x5uKIkb3sefbgWMxVFUnuryYDaGPSKupItDKji0BI9FRVuVg5EvOJMSir6rGpsHDmWDnwOPsbLaFhFDe1MQ8T09WDR5MU3sHu0NecDc1A3MtLdaNGsoYB1l0aFRBMd8+fEZyaQVe5qZsCBqOh7ksW21+dR17H7zgaWo2FrparB0/nJHOskPDpYgEvr0ZgqmOJkfen4y9SY/mJpFKOXRLFtE7yNma3e+NR1O1ZzO4HZHM5l8f8WGQP59N6TEhNrd2MHvjGbTVVfh18/xeoHLlcRz7zj7lyNoZ+LtZvbU2W1o7+HzzRQpKavh++1wcbIzeGgNQWFLLZ2vOo6KsyA9730VdTZk1264Sn1zElq8nMXzQPwd9dnSK2X7kHk8jMpg3pR+fzh/avWl0iiUs332VhIwSjq6bibeTBQ3NbSzaeYG6xlZObZyLpbEukan5LDt+AzdrE45/MR15ORFfnbrDi+RcvpkTyGR/FzZcfMi9uHTeG+rDVxOGcjMuhW9uPMbF1IgfF06jqrmZRb9fo61TzA/vTMHRyIBPr90isqCItSOG8n4/b354/ZrDERFYamtzdOJEnAwN+T46koOR4VhqaXMsaCLOBkb8EBfJgagwLDS1OR44GTcDY27mpLA+4iFK8vIsdR/AXAfP7o08t6GGk2mvuJqTiFiQMq6PE0tcBuCuJ9PCqtuaOZMVye/ZUTSJ2xlqbMcgYxuS68pIqCkmr0mWJkME2GsZ4vEnYOiZY69l2F3m989W295CQnUpj4rSuZAVx0BjK44NnoacSI7Pnt0grDSfj936s8ZHVuRrV+RzTiS8YaRlX46OmoS6ohKPcjJZ/ugeBqpqnJ40HTs9GQMpqriYrx88oLC+nkW+vnw1aFB36o/cmlq+vvOA+JIyxjnZs2XMKPTUekg1cnJy//vAQSq0kVdsi47mF+hpr3lrTnblEto6M3A1e/a3eR08zfPBWnsxdnpfdsvbxNXczh+Dp/5XOPwlS+uffocRJutx0O4NAj9nL0Zb0Yg5Vr3yDJJYF8HvBft513IlHjoB3fImcSObklZhp+HAZ3ZfvXXPL6te8X32L/TX8+Nzu4+Q+8sCzGsuYX3CEVTkldjl8SVGKj225XZJJ9uSfyW8KoX3rMfwns2Y7ijKywWvOJh2Fxt1I/b5LMBMTVbD4VxuBPuTH+KgZcwR/3mYqMpYDrXtLWyJvcf94lR89C3Y7TcFKw094qqK+SriNrmNNSx08GW11wiU5RQ4nRrFnpgXqCsqsbV/IJOsnRELUk4nRnMwWla+cYVvAB+4+5JeVcWGZ49JqChnSB8rtg8PRF9VjYMvX/JrXBz6ampsHD6cCQ4OvC4oYltwCBmV1QRYW7IpcDh2BvqydAnxKRx4EkZVcwtTPZxZOWpwt1odkV3ArnvPyCyvZv5AL1aNHYqSgjyxeSWs+PU2ze2d7Jg9hrGeDr2++6vhiXx7+SlWRrocXTIFc/0e1se23x5zIzyJo59NZZCbTbf8aXQma47fZvnsocwP6nn/OjrFzFp1GkNdDX7e/M4/psSorGliybrfEQSBE9/Nw0hf860xAKmZpXy54SIWprro6KgRFZfHxpUTGD3M5R/HN7d2sH7PDaISC/h84TDmTu7X3SeVCuz8+RF3Q5PZ/EkQ4wa70CmWsOzAVeIzSzi+aiY+jhYk55Wx5NAVzA20+WXlLFSUFFl1+g7PknLYMGskE/1dWHH2Ni8z8lkxfjCLhvtxKiya/Q9DCbC15PC7k0ivqOKTCzdQUlDgl3nT0VFTYfGl62RV17BrwhhG2duyrCviebKTE9sDA2kVd7Ly8X3CCvOZZO/IzhGjaZeIWRFyj9CiPCb2deK7oWNQlJNj65snXMiIp5+RBUeGTsJUXWb7T6gu5aeUCB4UpqEoJ8+Mvh585Nwfa03Z+1LSUs8vGRFcyo2lQyomyMKFjx0DcNHpbbqr62gloaaY+Jpi4mtKSKgtpq5DlrJbTV4RN10zPPXMukHDRLUn+eH13ETWRd7DWFWTn4bNxFZLny2RwfyeEceYPvYcGjIRNUUlzqXEsfllMI56hpwKmo6Juibx5WUsvnuddrGEbcNGMcVBpiE3d3Sw68ULzickYKenx96gIDxMZAcjsVTKycgojoRGoK2qwo6gQEbZyw5G/+sc0n+2wrKhKCr0xcTgzFt9JXX7KGs4hleftLcor2GFY9FUcsbT+FAv+e28MRirDujllJYKEs5mTcJOcxRDTHpv6GEVvxFedYGl9ufQUNTrNedgxgoUREp8Yb+31+bwoOw2N4ov8ZXDBuw1nfh7u1PykAuFVwgyCWS+ZW+zRHZTIRsSj6KhoMYuj+UYKPdEg0ukEvalX+ZB6Rsmmw/kC4fp3aebyKpM1sddQEFOnt3e8/DStQYgtDyDNTGXUZJTYKvXVIYZy06igiBwpzCJrXEP6JRKWOsxmndsfGiTiNkb/4wz6W+w0tBl38BJ+BpakFVXxVdh94ivLmWomQ3b+4/GSkuXosZ6trx8QnBBNk56huwcMhovQ1N+S4xj/6uXdEqlLOs3gI+8/UivqmJjcDBJ5eUEWFqyafhw+urpcT4mnsOhEbR0drLQ14vPBw1AU0WZpvZ2fgx9zZnIWBTl5FgyuB8fDPBFRVGBTomE/Q9D+TU8Fq8+phx4ZwIm2ppU1Dex4rc7xOeX8uGIfnwRFNDLVBSZUcBXp+6gKC/PocWT8LSRmYvaOsS8t+cClXVNnF8/HxM9ze7vaeWRm0SnFXJpx3uY6PdsEDeeJrDrVDAHvp5GgGcPoPy1ZeVV8snG81iY6HJ8+zu9al//tb2OyWXN9mtIJFLWfhHE+MC3q9wB1NY389XOa2TlVbBuaRDjhvfUSG/r6GTbjw94+jqTD6cN4KMZAQiCwLZTj7jzMpmtHwUxfqALuWU1fLjvoqwe99dz0NFQZfWZezxNyGL9zJFM6u/C0l+uE5NbwuaZgUzv58r+h6GcCotmnLsD380YS3hOAcuv3MVES4Nf5k+X1Qu5eJ26tlaOTpuEs5EBH964QWpFBVtGjWKuuzsRxYV8+egeDe3tbB46gndc3IkoLWT5kzs0dLSzOWAkc508yGmo4bPnN0mrreRTtwF85T0EeZGIl+V5/JgcQXh5HhqKysy39+EDx34YqsoODdkNVfycEc6tgkREwBQrDz5yCMBGU58OiZjbRfHkNlXiqmOOu64F5qo6vd49QRDIb6ohvlYGFvE1xaTVldHZRWk1VtXEU9ccLz1zplh5UNLUwCehV2jsbGf/wMmMsXDgTFo02988xVnXiJMjp2OqrsWzwlw+C76JppIyp4Jm4KJvRFFDA18+ukt0WQlBtvbs6DpEAbzIy2Pdo0dUNjfzWf/+LO3fvztnVGp5Zbfvboa7KxsCh6GlovK/ExzKqz+lvSMaS9PXb/XVNN8ir/pznEweoKbU+5QVW/YpbeISBlrc7CUPLf2CVnE5Y/pc7CW/W7iKFnE1s2xO95JXtxfyS/YSRhovwU9/Wq++qJoQrhQd5wPr9Thq+XTLO6TtbEr6Gi0FLVY7fYOiXO8NQRAEzhVc5EHZE961nMkE07G9+jMa89mUeAwdJU2+81iOnpJ2r7k/Z9/lQkEIwww9WO86DyU5mfqZ31zFV9G/UtJayzrXqUzqCpjLaaxkdcwlMhrKmW7py9euQagryFTzstYG1kfdJqwihyHGtuz0nYiJqhYR5XmsfnWX0pYGPnIewJfuQ1AQyfFbeiz7Yl/QKZXyuftAlrj5oyQnz6P8LLa8fEJZcyNznT1Z4z+U1s5OtoU+4352BvZ6+uwYHoiviRkXEhI48PIlTR0dLPT2ZvnAgXRIJBx4/pLL8Unoq6uxathgprm7ICcSUVBTx57gUB6nZWGurcXq0UMY62yPSCTifmI6m64/RllBgb2zxxFgZ0WHWMx3N59x+VUiAQ5W7J03vpcfIq+8hs9P3KC8rolt745hnK8MwPPLa5m/6zy2Zvr8vHJW9wtZUlXP7I1nGehqxd5lPWbKTrGE2V+fRkdDlVPb3v3XhHqvYnNZ/d01/L2s2bVm2r/SV9/E5tHW3smQAfb/2F9SXseK7VeorGlix6rJvXwZ1XXNfH3wJqk5ZSybO4y543wQiUScvhPJ99desnjyAD6eGkB5bSMf7L1Ih1jCqVVzMNXXZO3ZewTHZ7F2xgimDnBl6akbROcUs+vdcYxxt+ebG4+5EZvC3P6erJ8wnNuJaay/9QgnE0N+fncahfX1LLl8A5FIxC+zp6Gposz7V69S2dzM0YkTGWptzdE3rzjyJoK+unocGzsRez19jsZGcCQmAmstXY4HTsJZ36iXGenA4AmMsLAluaaMda/vkVRThpGqBosc/Zlr741ml3kpubaUn9Jf8rA4FWV5BebY+LDIfgCmatq0STq5VhDN6awwytsaUBDJdccv6Cmp465rgYeuBe46FrjpmKOh2PuQ2S4Rk1pXJtMuukCjsLkWIxUNjg+cjamqNp+8uEJcdQnL3YewzG0wz4tzWPbiFmoKSpwcOR0PA1NSqitY9OAqjR3tHBs1mRGWfZFIpfwcF8XBV+FoKivx7YjRjOkr+9vXt7WxLSSEG6mpuBkbsy8oCHt9mQmqXSzm2MtXnHgVhYmmBi8+++h/JzjUNhyhtuE7rM3SkZPrndO+tSON1LIxWOsfRU99Sq++jOo9FDb+zkirmF5Mp8Tq46TXnWWaTSjycj1256iqM0RXn+F9uzsoy/dOxXw2Zxki5FjY93AvuUQQszftc3QUDfjEbkevvvi6GH7IPsgA/cG8Z7Xk7dw5gpRjWT8TWRPFUtsPGWTQm/aY2pDDN4nHMVDW5VuPL9BV6v3slwue833WLbx17dju/gHqCrJF3dDZyoa4C0RWZ/Gu9WCWOQYhL5KjQyLmh4wQTmeFYaqmww6vafjqWwNdwYA50exODEZRTp4t3uOY2MeNps52vo15wh/ZcThoG7Jv4CTc9Ewob2lk2+sn3M1Px1Zbjx0DxjLQxJKmjg4ORodxOikGPRVVNg4YwRQ7Z0Lyc/nm+ROKGxuY7eLG2oFDEYADL1/yR0ICempqrB48mOmuriSXlbPt8TPiSkrxMjPlm9HDcTeVqdYRuQV8+/A5GRVV9LM0Z2PQCJxMDMmprOHLC3fIrqxm2agAlgz1R05OxJXIRHZeD8FYW53D703uLrMIUNfcyspfbhOdXcz6mSOZM0QWYf4oOp21J+8xf5QPK2cO6x7/6/03HL0cyr5lUxjm3UOOuPM8iR0/P2LPiikM9e1Nmvhru/4wjn0/BzM9yIuVH476j/VJ/qll5VWycscVOsQS9q2bjptjj4M8q7CSVftuUNfUyral4xnqK3NgP3qdzoYf7zJ2gBPbPxpHfXMbH+6/RGVdEydWzsLOzIB1v97jUVwmq6cNY3qAO5+fvsmb7CK+mxvEKDc7vrp4l5C0HD4bOYClIwZw5lUMux6/YKBNH47NnkxUUTFf3LiDgbo6p+dMp7GjnUXXryOVSjk5bRpmWposf3SPV8WFTHd0YduwUTSLO/jy6V3CSwqYbu/C9sGjkReJus1IfkbmHB06GRM1Tc5nxbI9+jG6yqp86T6UqTZuKMvLDkNvqgr4MS2M0PJsNBWVmW/bj/fs/NFTVqdZ3M6lvDeczX5JTUczvnpWLHEYhp++DVmNFSTUFpJYW0RCbRF5zbJ8TCJE9NU07AYLD10LbDWN3vI9pNaV8VnEZSraGtnuM4HxFq5sfH2fq7mJjO3jyL4BkyhsqufDJ1eobmvh4JCJjLNypKy5kQ8fXCO1ppKtg0axwKWLZVhdxVfB90murGCaowtbho5Aq4u2+zAzk43BwTR1dLBy0CAW+fh0a8KxxaX8GPGaE7Om/neDg4+3uRAdU/AWZbWlNZiy6gWYGd5ARbl3wJtUaO9iLC3FTOfrXn1FDZdIrd7MYIvHqCr2BJgVNQUTUb6GQItz6Cr35D0qao7ibtFXvQoA/dleV1/lWflJFtueRE/ZvFdfeNV9bpX8wse227BR7629/JnW+69V4/7aOqWd7E47TEZTFqsdv8BNu/f8pPostiT9gJ6SNtvcl2Ki0jsh4eOyaHan/kFfDTN2eS5GT0lmChFLJRxKu8elgggGGTqy3WNO94kotiafDbHXKG6p433bQXzmOBKlrpctr7GaNVG3iK0pYpyFC1u8ZPEPIcVZrHt9j5q2Fj51HchS10EoyysQUpTNN5GPKWyqZ7qtGxv8RqCvokZSVTkbQh8TX1nKYHMrtg8ejbGaBkfeRHAyNgptZRVWBwxhlrMbKRUVbA0JIaakBE8TEzaPGIG7iQk3klLY+yyM6uYWZnq48dXwQeirqSGWSrkck8ihkHCa2ztYO2YY8/p50topZsvNYO7EpzHUwYZdM4PQUVMhPr+UFb/eprG1na2zxzDeq8fB2ymW8NXpO7xMyeP08tl4WMts0rsvhnDxWRz7Pp7ESC/ZRisWS5i39RwtbR1c2vE+ql35ksQSKe98fRpVFSXO7pjfq4LX39uxs8+4cDuK5R+MYPYE338d9/cWl1LEml3XUVVR5MCmmfTt07MOwuNz2Xj0LuqqiuxdORUnGxnTLSGrhE/3XMbZ2pjjX89EIpHyyeGrZBRVcmzZNLxszVn/230exmbw1dShzB7syeenbxKZVcC3c4IY7tqXz87dJDq/mI0TR/KOvwf7noRxMjyKIBd79k4N4nZKOhvuP8bJyJCTs6eSXlXFp7duoaOqypnp02mXSnj/luy0vH1YIDOcXQktymNFyF2aOjrYNjiQWQ5u/2hGapV0siHyHncKUhlq2pf9Ayehr6Iuy1Rans2PaWFEVxeip6zGB/YDeLevL5qKKjR0tnIhN5JzORHUd7YSYGjLYvth+OlbIwgCEkGKglzvPaaho5XEuiIS62RgkVhbRH3nn74HJVx1zPDQ7YO7jgXuuhYYqmhS097Cl5FXeVWZxyL7AXzlOpLfMqP5NvYJDtqG/DR0JqryiiwJuUZMZQlf+wxlqdsAWsSdfPHkDk8Kslns7sea/kNRlJOnUyLheFQkx6JeYaimzu5RYxlqaQ1AVXMzG4KDCc7Opp+5OXvGjsVSR6f7/v/rfQ7enkpCVHQq8gq9T19icQkFZb7o63yHtsb7b81LLhmJiqIttoY/95LXtr4hqmwh3sYnMFAb0i1v6izkfsHUt+o7dEiaOZM1ER/9hfgZfNDrWo2dlfyQ+R6DDOf1SqcBMhPS7tRPMVfryyKbjb36pIKUH7MPkVQfz3KHtThqOvP31iJuYXvqXiraKtnkshprdcte/WkNuWxN/hFFkQJb3Zf2CpQDiKxOZXPiWQyUtdnrtQRT1Z78K9cKItmbehtLNX32+y7EQk2/6zPb2Zf8kCsFUdhrGvOt9wwctf/i+MoI52jKc3SU1djpM5HhpvbUtbeyLfoxN/KSsNLQZVu/IIaY2tAq7uRYQgQnkiNRU1Bine9wZtt7IAgC59Pi2fM6lHaJmKVe/fnUqz+5tbVseh5MVGkJHkYmbBk6Ei9jE26kprI7NJTK5mZmubqyasgQlOXkOR4eydmoWFQVFVk+ZCDzfDxRkJOjrrWNtTceEJKZywRXR7ZPCkRNUZGLrxP49t4zjDQ1ODR3Am7mJlQ1NLPitzvE5pXw/jBfvhw3uIfy2dLGO/t+RyIRuLh6HjrqqnR0ivlw/yXyK+o4v+5dLAx1AIjPLGbxdxdZEOTHF7N70rw/DE9l8/f3u+38/9akUoEN+24R+iaT776eyhD/f6ao/rWFvsnim4N3MDHQ4uCmmZj8pSLc5UexHPztGXaWhuz7agpGXX6Sooo6Fu28gLqqEqc3vIu6qhLLv7/J67QC9i6ZyBD3vmw894D7MemsmDyEuUO9WHbmFhGZ+eyYPZaRbrYsPn2V1LJKds8MYrSrPZvuBHMtLpm5fh5sHDucX15Hs++5rEDP8WmTeJqTzeqHD+mrp8fp6dPJratlyb0baCgpcWqijJVzKPolx2NfYa9rwPHASdjrGvyjGSmltpzPQq9R1FzHSo9hfOwyEAGBh8Wp/JT2ktT6cszUtPnQfiAzrb1QVVCkpr2ZczkR/JEXSZO4neHGTnxkPxR3XQvEUgmPyxI4k/OcwuZqHLVMcdXug5tOH9x1LDFT1X3L91DQXNMFFjINI72hrNscZaaqwyK7IUzt482uxGDOZb9hsFFfDvafTkJ1KcvCbiAvJ+LY4Gl4G1iw5uV9buamMN3Wje8GjkVBJMf2iBDOJMfgaWjC/uHjsdOVvZsJ5WV8FXyfrNoa5rl5si5gKOpKSgiCwPXUVLY+fYpUEFg3bBhz3d3/52VC/7/QvD2VhMhXl1FS7W0eEgSB/BIX1NUmYqi79615OZWf0NqZiqvZ817ydkkVLwqG4KC3Fivt9/5yPSk3codjpTkBH8PeDKgreR+iIq/NxD4H3vqcC3lraBbX8KHtibdMAiEV13hYdp5ldnswV+vNaW+VtLI7bQtN4kbWO29DT6n36R+gtqOOzcnfIRbEbHFZi5FK74jv/OZSNid9T5uknY2uS3DT7r2pJNfnsS7+JIpyCuz2XIKdZo/JIao6m7Vx5wFY6zqVQJMeR+eL8nQ2x9+kvqOVzxxH8L7d4G4VOqWujNVvbpDRUMlsa2/WeoxGQ1GZsLJcNr1+QH5TLZOsXNjoE4ihqgaZdVVsePWI1+WF+Bqas3PgWJx0DaloaWJ7RAi3s9Poq63LjsGjGWhmyc2MNL57+ZyKlmZmObvy9cAhqMgrcOzVK87EdoHBwIHM9/Qkv7aOHcHPeJlXgIOhPt8EjqC/VR+kgsDPL99wKCQcG31djs6aiK2hPglFZay4cIeqphbWTxjO7H7uiCVSdt96zh8R8Qywt2TfvPHoqMvogCmF5Sw8eJEBjpYc+WgKcnIiSqrrmbvzd8wNtDn99ZzuIis7zjziTlgy57bMx87CsGtNCew4IWMIffvFREb692ZJ/bW1tXfy+eaL5BZWcXzbOzjZmvzr2DtPEtn90yOc+hqzd/307qR6YomUw78/4/KjOIb42LJ16TjUVGR+rYraRj7bd5WahmZ+WS+jrG44fZ+HUel8M380kwa6sPGcLFfS8kmDmTfMm+Vnb/MyI49ts8Yw2t2OxWeukVJaweG5Exloa8WKq3d5mpHD50MHsHRof7598pxfo+OY6OLI7glj+S0ujm+fP6e/hQU/Tp5MWFEBKx7dw0pHhzOTpsuCIZ/e4XVZEXMc3dkyaBQi+D+akQ4Pmoq/kSXRVYWsj75FblMNNhr6fOw0iEl93FCUk6eyrZGz2S+5lP+GdomYMWauLLYbiqO2CZ1SMfdK4jib84yilhpsNYzpb2BPekMxyfVFtEk6AdBVUu8GCzedPrhoW6Ch0Nv30CbpJK2+lITaQkLK0oiuyWempR/r3MdzPT+RrbH3MFfX4fuBs5FHno9fXCa3sYZNvqOZb+fDscQIDsSF0c/Igp9GTENPRY17OelsCH1Ms7iD1f2G8IGbL/JdFeP2R77kZGwUfbS02RsYhL+ZzPpR0tjI2ocPeVlQwBArK3aNGYOpltZ/OzgoC+Ghm1HVWv9WX0nFdAQ6MDe683Zf3QHKGo68xVgSBIFnBQMwUR+Hs8GWXnNCihcjIGWk+ale8tDyA2TWP+J9+7u9YhcA4mvv87D0CO/ZHMVYtffm3CZp5rvUT3HQ9GSe1dv01bK2UnalbsZIxZhVjptQknubsVLcWsrW5F1oKmqw2WUtWoq9aY8VbTVsTvqe8rZqVjt/wAB9j179ec1lrI47QYu4nZ0ei/DU7dHAilqq2Rh/kZT6IoJMvVjtMrnbzFTb3syOxDs8Lk3GW9eSnT4zsFCTMaQ6JGIOpzzjZEYE5mo67O03FV+DPrRLxPyQHM6PKREoyyuw2msE8+x9EASBq9lJ7IwKoaGjjcUu/VjpPQRleQVeFOWyKSyY/IY6ptm58E3ASBTl5DkW9YpTcdGoKCiw3D+ADzx9yK2tZXtICKH5+djr67N15Ej8LSx4nJHNd0+fU1TfwHgnB9aPGoaxpgYRuQWsvHqPtk4xOyePZryrI7XNray5cp+wzHwmezmzZUogKooKXHudxPZrTzHSUufw+5Nx6vJDXAqLZ+flp905hACex2ez4sdbzBrqwbq5owCoa2pl1voz9DHW4eS6d7rNSB2dYj779jKZBZX8tOkdHK3/Oa4BoLq2mSXrf6ezU8KJ7+b10gb+bOeuR/LD76H4e1qzc9Vk1LpYTs2tHWw6dpfw+FzmjvPl87lDum3Q6fkVrDh8nebWDg58ORUfBwv2XHrGxWdxfDF1MAtG+3ZnV102YRALR/qw/OwdQtNy2TprNEGeDnx05hpJxeUcnDuRfjbmfPrHLaILitk0biSzfNxYfecBd1MzeN/Pm7Ujh7InNJST0dEE2dtzYNw4LqYksuXFU3xNzfh5wlTiKstY8fQu7RIx3w4Zw1R7F3Lqa1j6/Ea3GWml92BZgsa/mZH0lNU4mRHBgeSnmKvp8LX7KALNHJEXyVHWWs8vWaFcL4hBIkgZZ+7OR3ZDsdE0pFMq5kbhG37NfUF5Wz3OWuYssh3BECOnbuq4WCohp6mCpLoCkuoLSa4rJLe5EpD5Hmw0DHHTscRNuw8eupbYqBt1HwolgpRjaU/4JSsUbz1LDvi9Q15jLZ+/ukybpJMD/tPwM7BiZfgtnhRn8o6tF1v8xvKwIINVL+9hpKrOqVEzsdcxoLKlmXWhjwjOz8LfxIK9w4Ow0pK9f29KilgV/IDChnoWefnyVf9BqCoqIhUEzsfHs+vFCxTl5Yn7/PN/BQcEQfj//I+3p5bQWDVf+KdWWbtByCnqK0ilkrf6aprvCNH5fYTm9oS3+iKL3xEii+e+JY+t3CdczR4odEpaeskz6x8LP6YNFUqb375Wi7hB2JcySbiUt0GQSMVv9T8oPS+siZ8hJNVF/uMzJNTFCp9ELRD2pe0Qmjub/nFMekOm8F7kp8KquE1CZVvVW/11HY3CV7H7hCmhXwgJtRlv9Ze31ggLI3YJ456tE3IaS3v1dUrEws+ZwcKABxuEtbG/9+qTSqXCncI4IeDeTmHms+OCVCrt1f+mMl8Yef+o4HVjl9DU2d4tz66vEt4NPifY/L5TeFNR0C2vaW0Rvg67K1id2SX8lhbTLW/t7BD2vwkVrH7aI2wPf9otz6qpFubduCRYH90nhBXkdd/To8xMIeCnnwTPY8d6rtHRKRwJjRDsvjsgrL37sFteVt8oTPzhrOCy/ZDQIZb9fcQSibDn/nPBecMB4Vp0UvfYhPxSod+Go8J731/q9R18dOyyMGTt972efcfvjwXvTw4I9U2t3bKrIfGC3wf7haTskl5jq2qbhEnLfhKCPv1ByCyoEP5Tyy6oFEYvOCxM+egHISWz99/qztNEIWDGXuGbA7eFjo6etSaVSoVV+28IAQsOCNeC43vNqW1sEcYs/0GY8NUJIaPrs6MzCgXvTw4I+y4/E6RSqfAwJl3w+OKA8MO9cEEQBOFcaIzguuqAcClCdq0DD0MF140HhUdJsrW17d5TwWX7IeFuUpogCIJwKjJasPvugHDi1RtBKpUK99PThb779wubgoMFsUQixJeVCtZH9wmL71wXWjs7hJLGBsH+5H5h7OVTQnZttew+21qEgZePC14XDgtPC7MEQRAEiVQqLAq5KNid/1b4PumlIOlaf9+nhgr2V7YJX0RcFho72rqf9XlZmjDo/reC9+0twta4m0JhU3V3X1lrnbAo4geh3/11wuKIH4XwivTu9SyVSoWWzp7r/L01dLQIEZUZws+ZwcKXUWeEUcHbhH731wn97q8TRgdvF1bHnBP+yH0ppNcXC1KpVLhXlCD0u7NNGPVojxBTnScUN9cJU4NPCA5XtgmHkkKEDolY2BsXItj8vlOY9uC0UNRUJ8RUFAu+fxwVXM4dEG7lpHTf15X0RMHt1CHB/uf9wq7I50JDu+w+m9rbhY3PHgvWR/cJAad/Em6mp3Q/T05NjbDx8WMBiBL+ZV/9P6d1/P9CEykjFef8Y5eSghOC0IJYUvRWn5qijOfd0pH4Vp+uii8N7YlIpC295Obqw5EI7ZS2hPaSW2oEoCBSJb3hPn9vqvKajDL5hNzmaF5W/v5W/0ij6fRRteOPgsMUt779HO7aXnxg8wk5zZnsz9hJbUfNW2McNO1Y7bSc2s46tiTvoqCl9/NqK2qw1W0pZipGfJd6ktLWyl79Riq67PP+BFV5JTYlnqaxs+e5FeTkWWw3ig/6DudJWRIJtQXdfSKRiAkWnqxyDSK9oYzIqt7372dgyd5+U2gWd/CgKKVb3ldLn0MBMjNgUk1Zt1xXRZXdAeOQF4kobW7slqsoKLLSbzA6yiq0dWW3BLDV1WOBmxcAOioq3fc02s4OO319LLV7qLwqigpMdpVRT12Ne07nxloayMvJ4W5m3E1BlZeTw1hLxjzztuwxtZnpadHWIcbHpkcGUFLTgKulcS+ZkoICKkoKaPwlotrM4M9EbL01dn0ddY6snYmCvIilOy+TllvOv7W+fQw4tlWmeSz95g8evpB9rzkFlez/ORgftz5888X4XrUc/ngQQ2hMNl/MG8a0Ub01x/3nQ6hvbuPAF1Ox7yPThoJjMlFWlOeTiQMRiUQ8jE1HX1ONj8bKiB334tJxMjNk1gCZj+huQjqD7K0Y7WpPu1jMrcRUglwcGO/qKCscFJ+It7kpH/X3QyQScTY2FgstLTaPGIG8nBw/xLxGU0mZA6NluZCOx72S1SkZO52+OnoIgsDa8AdUtDRzNnAWIyxk2u2ptNeElGSxyWc0n7oGICcS8aw0k0PJIUzs48qh/jPQUFRGIkg5mhbM569/x0xVmxsjPucbz8lYqMvijyKrMlnw8ijZjWXs9HyHE/2XMNDQAZFIRElrNZ9EHWL8i/W8H7mHfamXeFD6msKWSoQuy4umoioDDOxZbDeKg77v8XjkRi4PWclGt+kMMnQiraGE/Wl3mB9+jBXRZxlkZMevgxejLKfIh+GneVKazPlh7zHdypPjaaEsefkHi5z6cXzwdLLqq5j84BSNnW3cnrgQJ11Dlr24xYdPrpDbUMsMBzcez17ERFsnfoiLZMTFk1xMS5DV2R4WyB/T5qCrqsryR/eYefUCsWWl2Ojqsj0wkP/U/jvAAWWkkiIEof2tHiVFmSO3ozP17T4FK+RFWv8CDgMQEFPbFtNLbqDihYq8IQVND3tfS04NW83hZDc8peNvgALgqTMOd52xRFRdILMhvFefopwyC6zXoKagwa95u2norH1rvr9eAJ/braKqvZK96dsobS1+a4yLliPfuKwGYHvKHlIb0nv1qyuossl1iaw/+QTN4tZe/YbK2mxxe4/ytlp2pvyOpMuJ9mebbzMEfWVNDqXd7X4p/mzjzd3RU1LnXE7EW/flrWeBjYYetwuTeskNVNTRVVYlo643UIlEIrSUVKjvaHvrWh0SCSryCr1kfxaNN9XoMacJgkBSeTmuRr1NNC9y8gAY0te6W1ZYW0dqWSVjnXvHCDxMysDRxBBrg55gwuDETKSCwFiPHt9ARkkVhVX1BHr2np9dUoWtqX4vFpKkq9i8wj8wk6zN9Phh4xzUVJT4/LsrJGaWvDXmz+ZgY8QvuxfgYmfCtiP3OHo2hI37b6OupsSW5ROR/0s8RHJ2Kcf/CGWYnx2zx/RO5vciLpsHr9JYNMEfB0sZMEilAk/jshjoYo26ihIt7Z2EpeQR6GmPvJwcpbUNxOeXdkeRxxeWUlLXwHh3GZvrSXo2DW3tzPCSMejiSkrJrq5hlocbAGmVlbwuLmaepyfycnLk1NbwMDuTBe6eaCopU9RYz8W0BGY7umOhKQP3C5nxPCjI4GufoXgYyJhhsVXF7IkLYWwfRxY4yBhceY3VfPXmOk7axuz0mYRIJKK6vYmPX53l58wXTLf05dfBH2GpLnPiSgUpv2Q95YuoM+gpa3B24GeMNvXoNgOFVSax5M0BSlqrecdyBCYqujyvTGB36kUWvtrFtLDNbEg4xYX8pyTW5dDe5YsQiURYqRsw2cKPzR4zuTnsa24NW80XjuN4XZ3Ne+HHkZeDP4Z+wlBjR/amPGBD3DU2eI7hW99JRFUVMOXJz5ioa3Aj6AOMVDX44NkfXMyO4/cxc1jnO5zI8kLG3vqFnW+eoqaoxIER47k5dT5WWjqsefGQSdd/I6KkgP7mFtycNY89I8dS2NDA9CvnWfH4HqVNPYevf2r/FeAgEikDUqTigrf6lBRlC7ajM+0f5olQU3L7F3DwQYQCtW2Rf5sjTx+NMZQ1v6RD0vvLddWdSqfQSkz1r//4WaNNlmKi4sDdkn1Utxf26tdS1OU967W0Spr5LW83ndK3gc5Zy42vHDcglorZm76d7KaMt8ZYqlmwxXUtOoo67Eo7RFxd72czVTVknfNiStoq2JN2Gokg6dXvrmPDMoepRFancTrnQa8+NQVlPrEfTVJ9IU/Ke2/0yvKKzLbux4uKDHKbqt569mEm9kRVFXQ78v6UO2gbkv43cADQUVahrr03eAmCQJtEjIpCb3AobmxARUGhu64vQHFDA3Vtbbgb9z7Nv8jJw0pXBytdnW7Zw9QsAEY79/iDyhuaiC0oZazr3wAjPhMbQ10cTHvIAcHxmciJRIzw6M2WyyqpxtasN4lALJGBqvy/BLNZGOvw48bZ6Giq8sWuq0SnFP7jOABdbTUOfzOL6WO9+ON2NIWltWz5ciL6uj1VEBub29h47C6Gehps+GhM74yiLW18dzYYOwsDPpjYQ/VOyiujoq6Jkd6y7yMsJZe2TjGBXrLv4mFCJkA3QN5LTEdJQb47V9WtxDRMtDQYYCNjz12OT0ZNUZFxTrLxZ2NjUVFQYLabDCx+jo1CUV6e9z1lwaDHY18hQsRn3rL4ncy6Kra9fsIQU2s+cpX5dOo7Wvni5Q1M1DTZ3X+CLMliZztLIy4hL5Lj+MDZqCookt9UzZwXPxBfU8h2r2ls8ZyCiryMSlzX0cKK6F/5KSuYIDNPTg9YipWGDCDFUgk/Zt1mU+JpzFUNONFvBR/bTWSX50fcHLKN0/2/5ivHWQzUd6GwpYIT2Xf5IuY4E19sYGnUYb7PvMXzigSq2xu6v1cTVR3m2wzhp/4f0SEVsyjiR15WpnHQ7x1WuowhpCyNuaE/4aFnysURH6Akp8C852cJLc/i6uj3mG7jzpGkMD5+cYVZdu6ETFvCdFs3Tqa8YcT1E/yREY+bgTFXJr/L0VGTqG9vY+6di3z86AZFTfXMcnHj6fxFfObXn3tZGYw819tv+vf2XwEOdJX0/CfTkpycBgryff4RHABUldxp7UhDKvSuESsvp4a2sic1rZFvzbHUGIOUTkqaQ3rJDVWccNKeQGLNJarbs9+apyCnxNQ+G1EQKXG9cDvtkuZe/WaqNszp8wVFrdn8UXAYsbTzrWtYqlnztdM3qCtocChjF/F1MW+NMVDWZ7PrGixUzTiS+SM5TXm9+t117PnUbg4xtamcyrnx1vxJZgOZYDaA3/Of8LwivlffRHMf7DRMOJb+gA6puFffHGt/FOXk+f0ftIeBRjZ0SCVEV/Xe7Bx1DMmor3xLE/knzaFTKkUqCG9rDo2NmGlo9tr4ksplZhm3v4BDu1hMZEEhQ22se81/lJqJq6lRrypZj5K7NkC3HnCoamwmKqeIsZ4OvT4rOD4TH1tz9DR6suXWNLRQ09iCnXlvcPhTc/hrWo6/NxMDLX7cOBsTAy1W7r3Gq4S8fx2roCDPVx8FsvXLiWz+YgK+bj10ZkEQ2PHzIypqmtj+2QS01HuzaA7+8Zzaxha+WTQWRYUeE9ST2EwU5OUY5i5jzz2Oz0RXQxVfWxkV+mF8Bi4WRlga6CCRSnmQmMFQBxs0VZSpbWklNCuP8a6y8qjNHR3cS0tnnJMDGspK1LW2cistjclOTuioqlLR3MS1tBRmObthqKZOYUMdl9OTeMfJAzMNLdokYpa9uIW6ohL7h0xArisn2OpXd6lobeTooGloKanIzE5Rt8hprOZQ/xlYqOvQ2NnGste/0ymVcG7wEqb06dGakusKWRh+jKjqbNa4TGGL+yxUuxJMVrbXszL2By4WPGOKeQBHfZf1onnLieSwVjdhovkA1ri8w68D1nJ98FZ2uH/ArD5DURQpcLP4JVuSzjLz5VbeDd/JzuTfuVH0kqzGEty0+3A24DOctc35JuESB9PuMd9mID8PfJ9mcTvzQ0+Q2VjK9ZGLGWZix86ER6yLvsU3vqP51n8ckRUFTLz/C28qC9g1MIhbE9/DRkuXtREPmHz3V95UFDHJ1oknsxexym8woUV5jL50mu9ePUOKwKoBg3ky7wM+/n/aO+/4KKr1/79nW7LZbHrvHQiQQOi9964giCh2sKHYsTfsDWyoKKKAICC9d+ktJJBAgJDee9m0TbLz+2M2W7JBvb977/d6vfm8XrzYnHNmds7M7HnO83ye0t06Jqs1/hbCQdIcoLk5vc1+lbLjTYWDg6orInrqG2134W7qPlTpk2lsrrJqd7XrjEbhT5Zur80xfTznoZI7cqzwE8RWZhkAJ6UnkwIWUa7PZWfexzaLYmfn3kz0u5vkqjOszHgXvcHWtOJp58WzHV7BTx3IshufcrT4kM0YR4WGZzosQKvQ8uG1zyhusN7Nj/HpzxT/YWzNO8yu/GNWfYIgsCBqGp2dgnn3ylrSdfmmPrkgY0HHceTVlbM+01oIuNs5MsE/hq05CVTqrU1rvT2DUQgyThRZP6MoZ09qmvTk1VrfYxc7eyobrOfewjW01hzydFX4aa29dpKKilDIZHTwMC/O53JyqWtsYlCYORNqQVU1ibkFNialvUnXifR2J9TTnBNr/6VUyaRkkZQvvbCMtIIyG5NSap50vyP83K3am5v/WDgAeLg68uWLMwjydeOZj7fw23nbzYYlRg7syMiB1rm4ftl7gSPnUnlk5iC6RFgnjjtxKZ1tx5K5c1wvOoWYBagoihy8cJ3eHYLQOthTp2/kaHI6I2IikMtk5JZVcim7gLFGreFcRi4lulrGx0ga+t4r12kyGJjURbqWnVeuUaNvZEasxO/9kpREfVMTc7tLC/X3ifE0iQYe6C45zHx+4ZTEpXSXNJl3zx0mpbyYDweMx8uYB+mHq2fZl3ONZ7sNJ9ZD4n6WXT3G3rwUnu06kv5eoTSLBp6LX09ObRkf95xlisURRZENWad44PQ3CMC3fedxa1Afk7A/X3aNB898zHVdLi9F38ETHW41pZj5PbioHBng2YUHIyaypMcjbB+8mC96LODhiMlEaQO4UJ7Kkmu/8sDZj3gu8VtUMjlf9rqPWcH9WZt5nEfPfk+oozu/DH6Irq7+vJywiU+u7OGT3tN4pssI9ualMP3Qd8R5+rNh9Fxc7NQ8emwTdxxYjUImsH7sHSwdPImy+lpu272GR49sobS+jkfj+nFo5v1MiejENxfPMmztciltvqOWJ/rcPK4G/ibCAeQIMvebk9LKDjQ2pSK20g4AHFQSOde2aakPYKC83jo1hyAIBDqOpqjuDA3N1vyAvdyZPp7zKai7xNVKW3IaIFgTy1Dv+7hefYLTpb/Y9A/wmMCtAQ+RqrvEt2mvU9NkaxvUKp1YGLWIaKeurM76nh15m2wEjYvKmWc6LKDR0Mj7KUupabLWVO4JnUoP12i+vrGeixXWwlElU/Ba17k4yO146dIK6prNZq6+HpH084ji+xuHqGglBOaE9ae+uZENmdb3TKNQ0c09gBNF1s8oykVS41MqiqzandvQHOqbJE3KrrVwqK7GT2vtvptUWEiUu7vV2KNpmajkcvoEmdOh7zWalEZbCIfiah3xWbmM6Wwdc7Dn4jVCvdyI8DYv+PsTJQ1jeIy1i/KNvFIAIvxuojn8iRKfrk4OfPHiDCKDPVm0dBsHTttuYG6GK2kFfLbmNwZ2D+P2cXFWfbq6Bhb/sI9QXzfun2ydeuVqTjG5pVWMMJqUjl/JoE7fyOhu0r3Ykyhdw2ijgNx5MQW1SsmQKCl54Pakq4S6u9LJR3quGy4mEebmSpy/H80GA6sTE+nt709HT0+qGhpYk5TI+Igogp1dyKwqZ8O1JGZ3isVHo+VAdio/pJzn3k49TQR0Ymke7yYcZKR/JPcay9Qeyr/Op8mHmRTYhXsiJaHy6ZV9HCu6zgtdJ5pSvdQ2NfDKxV94//JW+nhE8GP/R4l2bql/YGBl+l6eSfgGZ5WGZT2fYIRPnKlvU84BXkv6iq9T17M97wgXylMoqi/D0MYGEEApUxDtHMyMoCG81nUu6we8ws/9XuShiMkklKcy/+wnZNQU8GSnibweM4PkyhzmnviCgvoKvu47l/siBrEx6zxzT3zHuMBOrBx0J7omPTMOfc8NXRFbx97Lm73GcrWymEm7v+fls7sZ6BvCwWkP8ETsAPZnpzJ887d8knAMJzs7Phg6jq3T7iTcxY0Xju5lwq8/ciI383ffob+JcACZIozmpptpDp2AJhrbEB52v0NKu9h3QybYUV5/yqYv0HEMIs3k6Pbb9HVwGouPOoZTxcuoa6po85p6uk2jo9MQfitaSbruvE1/L7cRzAl+mvy6DL6+8TKVjaU2Y+zl9jwcsZC+7gPZlv8ra7JsOYQABz8WRj1CYUMRn1z7ikYLU5VckPFMx7vxU3vxzpXvyKuzXqA97Jx5pfOd5NWVsirjgFXfgg5jqWlq4PsbB63ao5y86eMRxs8ZZ2g0WF/LAK9QLlcUUNZgFihRztIi0pqUdlGpqWilOTQ0GTUHubmWRUNzE8W1Nfi1QUZ3aYNv6BXoj4PKfPyeK9eJ8nIn1N1MOu9LTkUUYbSlSanKaFKKiWxlUkolNsQXbxfrnFqp+SW4aOxxd3Kwam9u4Rx+J1WGJZw09nz23K10Cffl5c93sOvY5T88RlfbwEuf78DdRcPL88bYBF5+tv4oJRU1vHLvGFOAXgsOxEv8ydBYaTHen3AdV42aHhHSIrr74jW6BvoQ4OaMvqmZvcmpDO8YjlqlpKCqmrOZOUw0Flq6UVpGfG4+02OlUpUH09LIqaoyaQ1rkhKp1uuZHyct8p/Fn0Ihk/Nwtz7UNzWy6OQeot28eK6HlKeqSl/PgmOb8bR35P2+ExEEgYzqUp42EtBvxUltW7MTWHnjOLeH9GF6sKSRpOuKuOfUV+zLv8hDkaP5KO5OnFXSs6nU63g+cTk/pO9hpE8cX/V8nGCN9O5UNdbwZvLXfJ++mfz6Yg4UnebrGxt4JekL7jv7KjNOPM1j59/h3Svf8WPGNg4WnialKh1do/WmSRAEfNRu3BY0hE/jHqFRbObR85+xr+A84/y6813feShkcuad/oZtued5vNMolvaaTU5tOTN/+4ra5jo2Db+fLq6+PHN2C68n7GJKSGcOTprPXVE9WXcjgeHblrE29QKPxPTjwNQHGB0YyZLE4wzf9C1b0y/TxcObdZNm8eXIyega9czeYbsxtcTfRjjI5aE31RyUCknFvRkprb4JKS0TVLjYxbXJOzirInBShrVpWhIEGYO8n6TRUMPp4mVtXpMgCIz1ewJPuxC25bxLhb7AZkxn597cE/oilY2lfJX6EsUNtt4rckHB3OAHGesziaMlh/jmxlL0BmsNKdqpA/PC7uZK9VW+TVtppWFoFGpeiZ6HgMAbyV+ja7J+qWNdwxnt05Nfsg6TXWtewMO1PkwO6Mn6rFNk1VibrO4M60dRfRV785Kt2vt7hSECp4szTG1OKnt8HZy4VmktHJzt7KjS12OwuNa2zEoFOqnwu5+j2ayUV11NeX29lXDIr6rmekkpgy28lIp1NZzPymV0x1YmpeTrhHu5EeFloSEkSQJjrIVJKaekgpScIka0MikBpOaWEuHvYVvprcVb6U9oDi3QONjx6bO3EBcdyBtf72bzwYs3HSuKIm8v30tBSRVvPjIBZ0fr8qBnr2Tx6+GL3D46ji7hvjbHH0hIJS4yAFetA/X6Jo4kpzE8JhyFXEZWSQWXc4pMZrWTN7KorKtngtGktDP5GiIwsYv094aLSShkMqZ1kTwGf0xIwFerZWREBA1NTXyXeJ6BgcF09vQmvbKcX68nMyc6Fi8HR1ZdTaCoTsdrvUdiJ1cgiiKLTu8kr7aSpQOm4mKnbpOATizP5vWLW+jtEcrTnccCUu30u09+SYW+hqW97uGe8KGmgLbkygweOPsxCRU3eKrDDBZ1uh21XDJTX63K4IkL75FQcY2Hwm9jWY+XWdfvA1b2eYu3uy7gkYhZjPcdiKe9G+k1uWzM3s8n11bxTOLH3H7qOe44uYhnEz9hybXVbMjex8mSRLJrC+jkFMTXvRbSwSmQty+v4bNrmwlz9GZlv0fo4R7GO8mbWZz0K/08w1k3aD4BDq4sOLuGnzNO8d2A2TwQ1Y916fGM3vMF+/Ou8lLcSHaOv58Yd1/ejN/PhJ3LSasu4bMhk/ll7Gzc7B1Y8Ns2ZuxeTVJZIePDOrB/xr18PXrq7753fxvhIFOEIRqKEA06mz6VMgJQtOnOChLvUKdPQRRtCWA3dV90jdfQN1vv3FtMSyX1F6htsvVJd7MLJcZtFlerdpFXm2jTD6CS2TM18CVEYHP2mzS2wS+EO3bhwbDXaTQ0sCz1JXJrbQWgIAhM9b+NmYF3cbHyAp9ee5eaJuv7MMCjLzMCpnK89DTrczZb9fmoPXgh+n4K60t574qt9jEvfAJ2MiWfX9tsJVgejByJSqbgi2vWbr0DvSIJ0XiwKu2E1fiurn5olXYcL2xlWnL2tNEcnFVqRKBabzZn1Rs1Bzu5mTzNr5ZMbpZmJRMZbeHGejQ9A7B2Yd2fkoqItUmpRFfDuYxcRrfyUtqdeI1wbzciLKrEHbgomaRGxFqblERRlNxYW5mUQEpfAX/MObSG2l7Jh09NoV9MKO9+v591e2wdEQA27k/k4JnrPHTbQGKirGMxauv1vLViL0HeLsyfZmtvPp6UTkZBGaPipLmfvJpJbUMjI1tMShclk9KYGKl/16WrONnb0T9C4nC2J6XQxc+bEHdXGpub2XTpCsPCQ/HQaLheWsqJrCzuiJXyW21MuUxJba2F1nAClUzO/Ng+1DbqWZZ0ioG+wfT2lkyAq67Hsys7hadjhxLnGdAmAV1YV8XCsz/jbe/Ehz1mopTJ2Z5znhcT1xKl9eWn/o/S2116VqIosj7rCI/Hf4FSUPB5j8eY6N/XVARrW+4Rnr/4KQIC78cuZLzfoJZcRLipnOnqEslY3wHcF3YLr3Sex9c9X2HjgI/5qsdLvBz9IPeETqWfRwwyZJwvu8zKjK28fWU5D59fzKtJX6IQZHzUbT7TAwfza85RnrqwjGaxiU96zOWesKFsyTnHvDPfopTJ+HHA/UwP6sl3qUd55MxP3BPZhw3D7iNA48Ki89uYfug7dE0NrBw2i28Hz6DRYGDuobU8eGQ9Xg4atk64i/f6jyWjqpzJ21fy7PGdVDXWMyak7fTuLfhbCQegTdOSIKhQKsLQN1616YMWUrqBurZIaXvJhllWZ1sTItBxNCCSo9vX5nnj3O9Cq/ThWOHHNLcheABcVX5M8n+WooZ09uQvteENAPwdwpgf8RZKmYpv0l7lhi6pjTPBMK9R3B/2KFm16Xxw9U3K9NY7+il+4xnqOYgteTs5WPSbVV8X5wgejphJQkUKy2/8an0P7Jy4O2wMZ8pSOF5i/m4POy13hQ7mUGEyF8rM910myLgjrC/JlXlcKDO7FytkMvp4htiQ0h1cPLlRVWplhnIxph225B0a2tAccnUSkW1JSF8qLEQhk9HR05xn6re0DHydtES4mwnmvVdSCXFzIcpSQ7gskc5ju5g1hOIqHefTcxgdY81B7E9MpVOAFwEWVeEA8suqqG1otCGj4R/jHFrDXqXkvYWTGdorgk9+OsyP26zfyasZRSxZfYT+saHMHm+bEeGLjcfIL63i5XvGYG9hWgNJcCz++QChPm5M6S+Rx/sSruHsYE+vSMmktCfxGrHBvvi6OlHf2MT+y6mM6hyJSiEnraSM5PwiExF9+EY6pbW1TI+V3FV/SkhAJZczs2tXqRbBhbPEeHnTPyCIGxVlbE69wl2du+PpoOGnqxcoqa9lYbeBACSXFbA4fj9DfMN5oJPEkbQmoOubG3ni7Bpqm/Qs7X0HLioHLpZn8k7yZnq7R/BV7/vxspeek66pjleTVvJl6lb6uUfzda+FRGmlOdY21fFeygq+SdtAd9dOLOn+HJFa64SWN4NCJifAwZve7l25JWAEj0bezruxj/Nj38Ws7fc+H3d7hntCp3KpMpWFF94nszaPRyKn8GL0HVytzmbe2U9IqcrioajRvN99Dpm6Yu46+QWXKrJ4JXYyb3W7hUvlucz8bRmNop51Q+/hw15TKarTMfPwCp45t4XO7t7snvAAz3cbzqnCTMbs+IYPEg8zIaQjB6c9yAOde7MpLZnhm77l6yRbi4gl/jbCQa6QCDFDU9teSSplRxr0iRhE2925g0pKKFdVZ+v1o7XrjFzQkK/biqHVAq9VBeOi6kha1Sb0zZU2xypl9gzwepxyfQZnipe3ufADhGl7MdDzTi5XHuJkydo2x3ja+fFQ+GKcle58n/4W2bXX2xzXw7U3j0U+S4W+nA9S3kRvES8hCAL3hMwmxrkzK9JXk1lj7VY6yqcfU/2Hsz3/N06VWpsupvkPIFTjw9ep1jmq7ggdiKedE9+mWnMSkwK6oVXasz7zrFV7H49gcmoryK2pMM/fyR29oZmsajO5r1FKboWWwkHXKN1/S++RzErpPL6OZpv/xYICIi3IaH1zM8czshgcGmwy81TU1XM6I5vRnaw5hH3JqYR6uFqZlA4k3UAUzTtmgKJKHRcz8m2IaIC0fCmCPcjL1aavxVtJ39hk0/dnoFTIeevRiYzu35Ev1x1jwbsbWbn1DKcvZfLi0m24aNW8Mn+sTfrvk0kZ/HIggdtGdKdblL/Neb/YepyCsmpenjMSlVJBY1MzR5LSGNY1HKVcTlZJBSl5xSaz2rHrGdTqG01eSjuTryEA44wk/q+XLuPlqGFwWAg1ej2bLl9mUseOuKnVHMi4QUZlBfPieiMIAl8mnMJermBebG8ampv4Ouk0g/1C6eEVQLPBwILjm3Gzc+CjfpOQCQLnS7L5NPkwky0I6A+Td3O5Mp9346YTofVC11TPsxdW46N2YXHsLFOq7bqmBh4+t4QTJck8FDGZN7rejaNSMr3VNTfwdMLHnCxJZG7IZF6KfgBHpcRLGEQDNU21NyWg/wgahZpIbRC3BIzgvdjHMYgGnk38hC25hxjmHcsXPRegkil5Iv5LVmccYIBnFD/0exgXpQOPnVvB19f3McavM6sGPYiDQsV9J1bwdtIOBvuEs2fMwzzccSC7cy4zZs+XfH/9FHM79OTApPlMCenCN1dOMXzbMvblXOX5HkPZM/k++ngH8uGF3373mv+UcBAEwUUQhA2CIKQIgnBFEIR+rfqHCoJQKQhCgvHfKxZ9YwVBuCoIQqogCM+3ce6lgiDoLP6+WxCEYotz3f9nrlGmiEAmD6G++vM2vZK0DjNoNhRQUv68zSJtpwhBazeAvMoPKNH9bH1eQUGoywOU1B3mQsF8G7fWzm7zqGnM5UDu3VTrbdn/YMf+dHKezMXytZwoWtqmeytAP4+ZRDsP41jxjxwu/K5NQeKscmde+JsoBRUnS/e0cRYJHbSdmBF4B+WNZZTprc1hCpmCqf4TMGCgtI00HEO9pB1na0JNLpPjILezsaELCDSLzdjJrXeihfVV1DbpcVWZA7JEUeRwQSrOSnucVeYi59szL+OktDeVbARYez0RJ5UdQVoXU9sPSedxUtnRyV3SCGobG1mbfInefgHYK6TvTy8v50RWFkNDzaU3j9xIR9egZ2SUeSE/kZZJsygyPMo6E+7lvCJ6hQZYzbOiRgrGC/Y0L/amtAkWqTFaEOrjhkohZ8NRW26gR8dAFHIZH6w+dNPNwh9BIZfx6vyx3Du1D0Vl1Xz1yzEef28jxeU63l4wERetNc+QdCOf577YRmSAB4/cOtDmfCcuZ/DzoQRmDu1GN2Msw5WcInT1egZFS/cxPl2KyB/QIQSAi9n5KOVyeoZI45PzC4nwdDfV6k4pKqZvcCAKmYy08nJqGxsZESbd68TCAhQyGaPDpOcRX5jH0MBQ3NUOpFWWUdZQx63hksaRXl1GenUZj3cdhJu9tFDvz7uKQibnjTgp+M0gGtibl8wE/xiG+kiay7nSNMr0Op7vPNVEPAPsKThHdm0xb3W9l9uChlg95225h8muK+Dlzg8yPXCUVY32b9J+4MHzj3PXmfk8cO5xFia8wEtJb/HOlY9Zen0Z36X/xNqsX9mWt5tDRUc5U3ae5MorZNRkUdxQSm1Tnel5R2lD+KT7s3R1jmR52q88eeFDmsVGlvV6gn4e0SxP28mDZz+hqqma7/s9zGjfGL67cYjZx5dSoa/m50HzmBnSmw2Z55h0cAnbcxJ4LHoIu0Y/xCDvcD5JPsT4fcu4WJ7Le30msGnM3QRqXHjm1Ham711JdVM9342Yzr4pv7+0/rEDr4QlwG5RFKcLgqACHNoYc1QUxYmWDYJUfecLYBSQA5wVBGGrKIqXjf09AdvtFawTRfHRP3ltxu9SoHZ+g5qyu2jQfYe99iGrfgf1SFy0T1JR/TF2yi44a++3OFYg3PN70krmk1X2HM2GGrydzP2hLvNQyT24UvIaZ/Nn0837KxyUki3UTzOYIX7LOFHwNAdy76a/93t4OfS2+u5B3k+ilNlzsfwXGgw6hvg8h1ywvvWCIGO831OoZGrOlG6gWWxihM88m3lqFFq6OPfjYuVxpvo/gEpmuzgB2Mkks0xbO53Cesm+72vvbdN3tiwZAYEebtbFg1Krc0muyuThiMlW7TvzLlCmr2FOyCCr9i9SDqCSKbgv0tx+pCCV40VpvBAzGkdjmcYj+WkcK0jnxbiROKmkaz6cm8aR3HRe6jkcZ2Pbkex0Dmen81LfoTgbTU4/JMZTXFvDl+Mmmb7j23PGaNvu5oCnTZcu46lxYGCoOb7heFoWTvZ2dPU3p72uqK2nsq6eYHfrV1JjTGld29CIs4O0A/VydsTTScOZ69ncPrib1Xh/D2ceGN+XL7YeZ3yvjgyJNUdORwZ68tiMwXyy9jA/77vA7NHWbqZ/FnKZjAenD+DB6QOoqK7j4rU8ArydCQuw5jnS80p5Yskm3JwcWPrUraZCQy0or67ltZV7CPN14/Fp5meVmC7FtsSESqT15dwiHOyUplQi14tKCfN0NeWiyiyrMHl8GUSRwmodPkZBkVdlNP05Saa/nKoq/By1KGQymg0GcqorGRsqaRwZRu0x3Fky/7Xk3WqJZwBILM+ls4sPDsagtXRdCRWNtfT2MG8IzpXewF6upJur+ZmLosimnGN00AbSx906JkTXWMuvOQfo7daFnm6drfqSKi9ztOQk/dx74WPvTU1TDTVNtdQ016JrqqG0tlxqa6614essIUOGo0JDX/deTA+Ywqud53Os5ALf3tjI0wkfMcF3EM91mslY314svbqJBfFfMN63N092msh4v+68f3krj577nrG+3Xi84zhuDe7Je0k7WHxpOxsyz/F8l/F83m8GxwvTWJy4h4dO/sIg73BejB3N+tF3sTk9ifcSDnLLnh+YER7L07FDb3qt8CeEgyAIzsBg4G7jDdYDtlvzttEbSBVFMc14rrXAFOCyUXB8AMwGpt38FH8eSvthKOxHUa9bgsphKjK5tTeGq9NT6BuTKa18DZWyA2p7849BJlMT5vktGSULyK14A4NYjY/TE6adhb/2VtSKQC4WLeBM3m3Een+Oq72Uz8VD3Y0RASs5lv8Ev+U/Spzn84Q53WI6tyAI9PV8GDu5E2dLlqM31DDS91UUrRZ2mSBnlM+jyJBzvmwzEdq+BGtibebZ3XUQ58oPcKXqLLEutjtBwFRbwdDGy1pQX4gMGZ52toTpmdJLRGmDbUqLbsk9gUqmYIyvOaqyWTSwKv0o0c4BxLmZf5jJFbnszU9mXuQQ3O2kBaLR0My7l/YR4ujG7HBJO2kyGHg7fj/Bjq7cGdnD1Lb47EFCtK7c1THO3HbqMMFOLtzZWVr0K+rrWBZ/lhEhYfT0lXavRTodmy5fZnrnznhoJI2lrLaOwzfSuatndxRGElgURY7fyKRfaKCpDSC7rAKAIHcXq7k72kvPSVffYKonLQgCo7tH8cuxi1TV1uNkUWca4K7RPdhz/irvrD1IXFSAlYZx+6juxF/N5rP1vxEb4UvnMFuvoX8ELlp1m2VGC8qqefSjjchlMj5/6lY8nDVW/aIo8saqfVTWNvD5Y7dgrzIvBxcz8vBzc8LLWXp+l3MK6ejnaTJXpRaW0i1Iuu5mg4Gs8kqGRkrvQFltLY0GAz5GJ4HWTgPZVZUEOEn2/7yaahoNBoKMOZTSqyThEGJMPZ1UVoCdXEGEk/SuNhqaSSrPY2aoWajGl0oae5y7WRCcK7tBN9cQlBYmyPPl18iqLeL5TrfbaMC/5h6gprmOOcETrNr1hkZWZKzG286LB8PuQSWzFq6t72eDoYGaJklo1DTXGgVJy+daihqK2Vd4iNNl57gjaAYDPfoQ59qJVRnb2ZF/lBOlCdwfdivf936aHzP3sT77N44bTWCr+z/GyvQjrEz7jePFKcyPHMWyPndxqDCFD5P3cM+J7xnvH8PCTqPZMvJBVt84x9LLR5i472vmRvThkU6DGBUYxRdJx1lx9Qw7s9o2wbfgz5iVQoFiYIUgCBcEQVguCIKmjXH9BEFIFARhlyAILaLXH7A0bOcY2wAeBbaKopiPLW4VBOGi0ZQV2EY/giA8KAjCOUEQzhUXmz1d1E6vgthEXdXbbRwjw8vtc5SKcArL5tHYKheTTFAR6vE5bpoZ5Fd+Qm7FYivV303dm15+a1HKXTiffw951ZtNfRqlP8P9v8dL3ZvzxYtJKPkQg2i2KwuCQJz7nQzweoJM3XF25T7XZoI+QRAY4n0fLkof9uZ/RpPBVg6HaqJxVrpzofzmNkOhRThga7ooqC/E084DRavIzzJ9Jdd1WfRy62LVXtNUz/7CeIZ7d8dJaVYajxReJru2lDtDB1n92D69sg9XlQNzwweY2talx5NWXcqzXUeiMtp/f069QGpVKYu6D0dl3IGuvZ7I9cpSnu8x1NT2y9VLXCsvYVGfIaYawMviz6LTN/B0X7NwXBEfT5PBwP09zWTsjitXaTQYmNrFXEkvrbSc/KpqBlhESgNklVYAEORmTTA72kk7VF299bMY36Mjjc3NpkA4Syjlcl6ZM4qSyho+32wbgf7yPaPxdHHkhWU7qK615cH+WVRU1/HYRxupqdez9MlbCPBysRmz8dgljlxM47GpA4kKMJP3oihyIT2P2BDz4n81r5hof0nTrGnQk1tRRYSXtGDnV1XT2NxMiFFzKKiWrMQmzaG6Gju5HDe1ZO7Kqa4iwKhFZFVVABDsJF1felUZnmqNSbNMLi+gk4uXSYhfryqivrmJWDczb3KhLAt3O0cCHSRto7ShmjRdET3drAXmppxjuCgdGebdzfpe6avZlnuYQR5xhDoGWPVty9tFQX0R94Te8buCAaTnai+3x93OjWBNINFOHejlFsdQr0FM8B3DbYHTeDTiQd7s8iIeKne+vPEdi698RLm+nHkRM/iw21O4KJ14P2UF7139nqn+/fim10L81R68e+VnFl1czji/GNYMeIyOzv58cGUbc099iae9hi3DHmNe1FD2519m8qGl/HjjOLPDerBvzCNMDY7h++snGbP3S/bnpfBst2HsGv8AM8NtN56W+DPCQQHEAV+JotgdqAFacwfxQLAoirHAZ8DmP7iJfsAM49jW2AaEiKIYA+wDVrZ1DlEUvxFFsacoij09LbxS5Ipg7Bzn01i3maYG2+A1mcwRH48fQDRQWHo3BoN11LAgKAh2+wBPx7spqv6G7PJFiBa7b40yhN6+P+NiH0dyySJSyz418QhKuZaBvp8S6Xw71yt/5nj+QhpbJefr4jqN4b4vkV97ke3ZT7QZJKeU2THa9zHK9bmcKllnOwdBRjeXQVyrTkDXZEuEA8iNBYfaMisV1BfhY29bUOZsmRSX0NvdWjjsLThHfbOeKf5m90dRFPkx/TcCHdwZ6m1Ww08V3+B0SRr3Rw42FQWq0tez9PIR+nqGMMI3ytS25NJv9PEKYlRAS1sDnyQco493IGOCJPK3Wt/Ax+eO0dsnwOR6l6+r5ofEC0ztEE1HD+nZVzc0sObiRcZGRhJsUSN306XLdPLypKOX+R05diMDgAHhrYSDUXMIdHOxam8xK9U0WAuHzkHeBHm6sONc2zuwLiE+3D68O+t/u8iFVOssus6Oat6eP4HCch2vLt9NRn4ZBsP/HwfRGrX1ep74dBP5JZV8vGAqHYJsn3V6QRkfrz9C305BzB5mnam1oLya4soaYo1pyTOKy6lrbCI6QDpPapHEY0UaI8Vb7luw8b4VGoVDC/+QX12Nn5MTgiBQ39RIcW2NKdtqi3AIMgqHjKpyQrVm81RyWQGd3cymv8QyKdbHUjjEl2US52Z2NjhXKrlK93Q380l5daWcLLnCRL++Nukw1mfvRW9oZHbweOv7UF/I1rxd9HPvTddWNdr/GYRqgnmt8/PcF3onWbXZvJD0Bj9nbSDIwZuPuz/N/WG3cKUqjUfi3ya+PImPu89nYYfppOryuO/MRxwsiufj7nfybrfZVDfWMe/Mt7ydvInbgnuyedhj9PcMZ0nKfqYd/pykyhze7jGJ9cPuw8/BmefObWXW4RXUNDfwYtw/n7I7B8gRRbHF72kDkrAwQRTFKlEUdcbPOwGlIAgeQC5gufMPMLZ1ByKAVEEQMgAHQRBSjceXiubc28uBP19N3Qh7x0cQ5P7UVr6MKNp6hSgVoXi5L0PfeJXi8sdtiEFBkBHg+jreTo9SoltDRulCqxgIpdyFOJ9v8XecTnrl11wsepJmg0RaygQF3TyeJs7jBQrrTnMg9x50jdZeQZFOoxjj/xZlDelszV6ArtE6MhkgxDGOaOdhnCr5xSaDK0B318EYMHCx4oRNH0j2TbA1K4miSEF9Eb7qNviG0iQ87VwJcfCzGr819yRR2gA6Opld+i6Up3O5Moc7QgZamLAMfHplH75qZ24LNpufvkg5SqW+judjRpl+wF8mn6C8oY4X40aa2y6dpKy+lpd7DTe1fZVwmpK6Wl7qN8zUtvTMSQyigSctcsOsSUxEp9czr5f5e6+XlHKpoJBpXa1/2L9dzyDE3dUq0R5AZmkFPk6O2LeKGna0b1tzEASBCT06cv5GDoUVbac/fnhSf/zcnXhz9X4aWnkodQn3ZcGMwRxNSGPGiz8w/LEveOj99Xy2/jcOnLtGfknVP0xaNzY18+wX20jJLGTx/InEdQhoc8yL3+/CXqXg9bvG2Hg2JWZIynyskW9IzpHiRqL9jcKh0JgaxOjRldFKONhoDlVVJpNSbrXEP7RoDplVFShlMnw1Un96VTmhRr4hs7ocXZOeLhbCIaEsBzc7BwIcjN9VV0leXQVxbtYmJUeFPR2czO/xlpzjCILA5ADr+I7ihnJ25h9jhHcfAhysc0ytSF+NSqZkTtBtNvfwH4UoihQ3FHKh/Bzl+jJkgozhXoP5MPYtBnr0ZXv+Hp69+Crx5YlM9hvKlz1epIdrND9mbGNhwgeEO3qysu9zDPGK4aeMfdx39iMcFHLWD1rIveHDOFSYzIyjH3Oo8BLv95jB133vQiGT8diZ1Txy+iecVCrWDb2Hd3tOJqemgukHv+OF89t+95r/UDiIolgAZAuC0MHYNAKwiuEXBMFHMP5yBUHobTxvKXAWiBQEIdRIZM9CMiXtEEXRRxTFEFEUQ4BaURQjjMdbGmAnA21Hrv0OBJkatdOrGJpS0Nf81OYYB/uhuDm/TE3dDiqqP7U9hyDg7/Isfs7PUV67mbSSh6zcYGWCkk4ebxDp9ixFtXs5l38XDU3mRT7c+VYG+31BfXMpB3LmUlxnnSIj2LE/4wM+oKapmC1Zj1Gpty1GNMz7QVQye2P8g7UG4GMfhK99CBcq2jYtyUxmJevjKhoraTA04G1nLRwamvVcqEiht1sXKxPRpcp0MmoKmOxv/aP6Me033FQaxvub9wn78y9zuTKPhzsMN3kvpVeX8lPqGaaHdCfaRfqRZ+nK+eHqWW4JizH98LOrK/j+8jluCe9CF3epLae6kuWXznFLZDQxnlLbjfIy1l9J4o4usSa7dUNTE9/HxzMwONgqKnrTpcsoZDImR5vJR12DntOZOQyPtPZSAsms1JpvANC0mJUabE1843t2QhRhd3zbMTRqOyUvzB5BRkEZ3++2jZWZPTqOdW/O5eV7RjO2T0dq6vSs2RvP819uZ/KzyxnzxDKe+HQT32w+wbHENMqqbE2RLWg2GHh1+W5OJ2fywtxRDOluy0MAfLntBCnZRbxyp2Taao3E9DzsVQoijUF8l3OKUCsVhHpJi3ZqUSn2SgUBrtL9zyytwF6hwMtCGChkMtwdJBOkZe6rHCM5Hehk1hwCtc7IZTKq9Q2U1NcQYtQcksslMrqrm3lJSCzLpZubv+kdjS9rg28oTSPOLdS0aalrbmBn/hkGe3bF0856Q7AuazcgMitonFX7ydIzJFVd4bbAabiorI/5M6hurOJSZQLb8n7ls+sf8HTiw7yc9DRfpy3hteRn2Vuwg2axCSellgfD7uaV6OfQKBz49PpXfHB1Kc1iIy9E38/L0fOob27g+YtLWJWxlQVR0/iw2zxkgsCii8t5M/knJvl3Z+3Ax+nhFsZnV3cz+/hSBEFkw5BHeDp6DPFlWdxy+AuWXNnHGP+O7BnzMPdE9mV/XtvvbAv+rLfSY8Bq4wKfBtwjCMJ8AFEUlwHTgYcEQWgC6oBZorTlaRIE4VFgDyAHvhdFMbnNbzBjgSAIk4EmoAwjEf6PQmk/FoXdIOqqP0SpnoRMbku+OjvOQ9+YRHnV+6iU0WjUY2zG+Dg/glzmSHb5y9wovpcwj+XIZdJLLwgCIc734KAIJqn4GU7nzaS795do7ST7tpe6FyP8V3K84AmO5D1MD89FhDpNNZ3bz6EbkwI/ZWfOM2zJeowJAR/gbm92t9QoXBjifR978pdwqWIfMa7W19fddRA783+ipCEfDztrUrNFOLQu2FNQL+0CW2sOFyuvoTc00tu9q1X7jrzTaOT2DLew016vzudEyTXmR44y5TlqNDTzWcoBwrVeTAww2zLfv7QfO7mChZ2HmtsSDiEXZDwdM8TU9m78EWSCwDPdB5vHnTmKDIGne5kdBz4+fRw7hYJHepoTxv16WYq2fdBCa2g2GNiafIXBYSG4a8w8yfG0TBqbmxkW1YZwKKtgeEfbBbWFkK6pt62xEeTpQpdgH3acS2Hu8LZL8faPDmFCn06s2H2WkXFRRLZK4x3m706YvzuTB0nmPH1jE9ezi0lOL+RyRgGX0ws5cSmdFiXCx11LdIgP0aHeRIf60CnYG41axYerD7HvzFUWzBhkOldrnEnJ4sd957h1UFdT/qTWSMzIp0uQj8kT6UpuER38PE1R3dcLS4jwMhcxyiwrJ8jNBZlxwc6trMbXSYtcJkPf3ExxTY3JUym7SjKDBmjNmoPJpGT0VAq1IKNVMrmJjK7S15NWXcqUIPM7Gl+aiUZhR5ST9D7n1ZaTW1fGrGDzZmZfQTy6pjpuCbB23sirK2ZfwSnG+w7Ey94cHFnTVMuqrF8I04QwwmsIfwS9oYGs2kwyam4Y/6VRojfXlPZTB9DNpQchmjC87H3ZX7iTX3PXcqr0KLcH3U2ktiMdtBG81eUl9hYcYkPOZp67+CqT/MYxyW8cX/Z4kZ+zdrE55xCnS5O4N2wqy3s9xcaco/yYsY97znzArKBhLO42i/Nl6Xx8ZTsLzq1gqHc0T3SYwHj/GJam7GfFjWNsz0lkYfRonus6kkc7DUbLMzed158SDqIoJgCt3/xlFv2fA5/f5NidwM4/OL+jxedFwKI/c12/B0EQUDu9QXXxKOqr38XB5cM2x3i4foC+8TpFZY/i77XdVBzIEp7aucgEBzLLniG16A7CvX5AITPvJrw0w+mlWMWFwoc5mz+HLp7v46WRisprVUEM91/JqcLnOFf8JlX6NGLcH0cwcgKe9h2YHPgZO3KeYmv244wLeA8ftfmHHeMymuTKAxwuXE64tg8ahYupL9ZlILvyV3Gh/DdG+cy0uuYWs1JrjSPfKBxacw5nSpNQy+3o6mwWTrVN9fxWdJERPnGmfDMAq9KPoZaruDXQXCBmc1Y8mTWlLOk127RjO1GUzoH8azzVZTge9tIjPluUzc6sFJ7oOghvB2k3eb4ohx0ZKTweOwAfo3khvjCPrTeusCCunylvUkJhPjtTr7GgV188jLvSZoOBb8+do4u3N/0DzRbMExlZFOpqeKmLtUnp0LU0nO3tiLMo/QlQXd9AWU0dwR4utMbNCOkWjO/Rkfd/PcyNglLCfWyjogGenD6E48kZvLlqHyuemfm76TNUSgWdw6y9mGrr9aRkFnE5vYDLGYVcTi/g4HkzEe7jrqWgtJo5Y3tw57i28/RX1tTzyso9BHu58uStbS96dfpGruYUM3e4ZM01GESu5BUxtaeZV7peVMqACPNOPbO8kggP8+KaV1WFv1EYFOp0iJg9lXKqq1DJ5HhpHBFFkayqCnp4S/xBepUUdxPqZHZj7eDiZXJMuFgu8TYxrtZ8Q6xroOmdO19mzTe0uK9GOPrRxdnsUQewJnMnCpmc24KsN12/ZG+iqrGaZzossIp1AMl0ml+fS0ZNmkkQ5NZlmzR0N5U7IQ5hDPYcQYgmjCCHUOzl1p5sHbSdSKyIZ132T3x0bTF93QZyS8AsnJTOjPMdSV/3nqzO+oVfc7dxvOQUc0Nmc0/oVIZ69eKL62v59Noq9heeYn74bYz06cHXqdv4KWMfe/PP8XDkZNYMWMDPGcf5Pu0QM4s/4a6wIbzQdSLTg3vybtJOXriwkV8yzvB8F2vPrNb420RItwW5MgI7zf3oa9fRpL/Q5hiZoMbHfQUyQU1+8Yyb5l9yd5xBqMeX1Oovcr3wdhpb5VrS2nWij986NMpwEoseI73iW5O9WCXXMtB3KRFOM7lWuZpjBQtptMgB5WoXzJSgz1HLXdiR/STZNWbzgyDIGOP7GHpDPYcKv7X6TmelO+GOXUioOGpjmzZrDtacQ0F9EUpBgbvK/GMWRZGzZcl0c+mI0sIj40jRReoNesZZuK8W1FWwNz+RqQG9TMFFdU16ll07THfXIIZ6dzB+r4F3EvcS4ODC3RGSEDGIIovj9+Oj1nJ/J3PbG2cP4qV2ZJ6xypcoirx16hCeag3zYs1ti48dxl3twAMWRUr2pqaSWVHBvF69rMxhvyZdxtnejmER5gWh2WDg8PV0BkeGWrmwgoUbaysyGkCtUiIItoR0C8Z2j0IuE9h5E2IawNVRzTMzhpKUUcC6wwk3HXczONiriOsQwJyxPXl7/gQ2v3cf+5Y+xNInb2H+tP50CPLi/sl9WTBjcJvHi6LIW6v3UVZdy+J7x9nEO7TgclYhTQaDKb4hs6Sc2oZGE99QUVtPcXWNKW15s8FAdnmliW8AyKusws9ZEgYtMQ6+Fm6sflonZIJAeUMd1Y16k+bQ4sYabAx8vFpRRCdX8yYmsSwXAYhxkwR7pb6W1OoiG77BTaUhzFHSJK5UZZFRU8C0gIFW70dmTR6/FZ9nkt8QK7ftG7p0DhQdYbT3cEI15vNeqUrio6uLWZjwIG9efoGfMpdzvvw0jgotY30m8XD4Qt6L+Yy3u37Kg+ELGO0zgShtJxvB0IJYlzhe6/wuY30mc7b8JK8mP8vhov0YRAOuKhcejXiQRR2fRCbIef/qEj699hVOCjXvxy7k4YiZZNTksSD+XbbkHmBhh1v5tPvDaJT2vJq0khcvfscwn06sH7iQwV6d+Db1ADOPfUq5vpqfBtzPG7FTyaop4/ajX7d5bS34WwsHAHvt4wgyL+oqX2yTnAZQKPzw9dwIgoK8oluo1ye0Oc7VYTxhnt9R33Sda4Uz0DdZZ1K1U3jR0/dHvDVjSS3/mOSSF0zurDJBQXfPZ4nzeJ7C2lMczLmXWovjtUofJgd9hrMqkN05i0irPmLqc7cLoo/HDC5XHiRDZ51wrZvLYEr1BTbpNG7GORTUF+Jl72m1I7pRk0OpvsLGS2l3/lkCHTyJdjL/SH7OOA7A7SFmN9U16acobqjm8U5mwnl9egJXq4p4tusIk/vp1oxkLpbl80y3oaYApm3pV0gsyeeZuME4GFNm7Ei7SnxhHs/0GmRKo7HrxnXO5efxVN8BOKqkNlEUWXb2LMEuLoyJMGs81fUN7LuWysTojlb1HBJy8imvrbOJigbJbg62nkoAMpmAxk5FVZ2tWQnA3UlDn6ggdp5PofYmAgRgbK8ODOgcwudbjpOaW3LTcX8WLo5q+nUJ4b5JffnwsSnMm9rfxn8fpPu07nACBy6k8vDk/nQKsnVGaIGJjA6RFuDLuRKPFh0gHZNaJF13pNGNNa9ScmNtCRzUNzdTpKsxaQ55LTEOFgFwlmQ0mN1YM6rK8dNosVcoqdTXUdpQS7iTWRNLLMsjXOuB1ugFl1AuOWq08A2iKHKuNI2ebuGm+3C2LAUBgUGe1ubSVZk7UMvtuDXA7LHTLDbzffoqnJVOTA+YYmrXNVWzPO0LSvUl9HcfzD0h83m98/t8GPsVj0c9x2T/6cS4xOGsdLnpfU3TJbM591s+u/4sO/N+pLapGpXMjqn+M3g5+m2CHEJYm72Sd1NeI9VY/reLcyfe6foKtwVMJbEyiWcuvsKO/L0M9+rFsp4vM8qnH1tzDzP/3JsU64tZ1uNxFkRN42p1Dved+ZBfc37jhS7T+LLXfTjIVTxzYRUL43+ku1sg24Y/zisxk296vfA/IBwEmSNqp5dpbrxEbfl8xDZyKwGolJH4eW5BJnOmoGQOTU22BDGAs3ooEZ6raGzOJ6P0MRuzjVxmT1fPjwhzeZh83WYKdDus+sOdZzDI9zNqmnJJLrNO5+2gcGNS4Ke42oVwsuhLq75+HrNwVLhzodw6t1EX5z4ICFzTJVi1KwRpZ9i61GiFvhLXVi/xDZ30I+vsZLZBG0QDFyvTGOBhTVCfLr1OT7cwfNTmcxwvTiXc0dOKFDxamIqLSs0Yf3N8wYnCDFQyOaMDzKa7M4XZyASBIX4W6S6y0xGAPn5mT5sjWVKyPsu2uqYmrpeUoG9u5rJFrEtOZRUNTc1cyi8gt9Kc7qTl867ka1S34g9asqUu2riHs+m2zz7U0411JxN5d8thKtuIS7i1f1fyyqoY/epyPt7yG3llVTZjBEHghdkjUMjlzFz8E098uYXTKVn/32k0/gh1+kY2HL3I9Dd+5P1fDtO7QyB3jry5819xpY7d8VcJ93HH1Zjqe/+l6zjaqwgzktGn06R3paOxhvY1o7AIMwqHwmrJjOTrJGkKxTWSq7inMSixpLYGb42j8bNErrf8XVynM1V7K64zHmdvJsyzasoI0ZqFRYaxVnmEVtIuapoaKG6oItLJbI5L1xXgp3ZHaxGfYxANnC69xEjvvmiV5pCtrNocMmqzmB4wBQeFOQXJhfJz1DTrmB/+ODOD7qKP+wC87X1tTE43w+Wqc3yb9jrx5UeQCwp+K9nKuykPsT1vJZWNpfjY+/FE5PPcF/owlY3lfHj1TT66upjkyosoBAVT/CfwfszrdHbqyNrsjTyRsIjDRUe4P2waH3d7Gm97d5ZcW82zFz8hSuvDT32fZ6xPL9Zn/8ack++QV1/ED30f4qmOE7lUkcWs40v4+vo+Rvh2+t3r/nsIB0Mx4k0K/QCoHKaidnqdxvo96ErnYDC0HRugVATi47EKUdRTUHofBrGuzXFa+z4Eur6BruE0RdXf2fQLgkCYy6OoFUHk6TbZ9Hs79MHXYSAFtads8zzJtYQ6DkbXVECTRdI8hUyFt324Td0He7kDGoWzTTEgjUL6UelaVZFzUKipa7Ze3ByMqq9lTWiZIMNerqKplVnKT+1GaYN1OvAY1wAya0rRNZrPO8w3igp9HRfKzAvtbeGx6A3NrL5u1n7uie6JQpDx5llz0aAFPfrjqFSx8NBOmoxZTBf06odWZceT+3fR2Cxdk4NSyeoZM6Rzr13LqoQERFGkk7cnS6dO4EZpOVNXrObwDendmNSlI8+OHMSBqzeY8vUq9ly5brr/E2M78vGsCVTV1TP3u/UsXLud3HLze/LFvVO4tXdX1hxPYMJ7K1h7ItEkUABGxkby4xMz6dcxmFWH45nwxvc89f024m/kWj1jXzcnNr56F/eP68Ol9HweWrKRW15byZPLtvLOzwf5btcZtp1M5vSVTNLyS9HdRFv5PRSWV/PZ5mOMf2E5b685gJ1SwRt3j+GzR6fZcB2iKHI+NYdnftjB2Ne+42puMfPGSia/lNwi9l1KZc7A7ijkMpqaDWw8l0T/8CA8jZ5JZzJysFPI6eonaRaFrdxY9cZn1ZJmvaUGdMvzA6gzVvhzsTMXeDIJiXrzu+ardqawzvw+e9k7GcdIbRqFHfZyJWUW76ebnZaKRuv3VSbIUMmUJgK9BS0mWFeVi1V7y2/I196ap/ozyK69zs+ZH+OvDuXFTt/ycMTbPBH5EdFOvThRsoP3Ux5hY85XlOoL6OXWjzc6f8CMgDsobijks9QPePvKy5wrO427yo2nOjzKy52eIcwxhF9yNvNU4ovk1GXxbszjPNXhLir01Tx/cQlfpa5jTshwvur5OEEaLz65uoH555cQpnVn46CnmBLQkw1Zp5h+9KPfvfY/663014ahFLHsdnD9DkHZuc0hdo73IsjdqS1fiK5kBo7uPyGT26rXKmUEXm6fU1g6l5Ly5/B0XdKmqu6mmU5F3R7yKt7HST0EtdI6nbMgCPg5TuVGxVLqGnNQK639zb0d+pJTs5+qxjScVdZeIy4qiVit1Ofgbm/uc1Z6k12bhCiKVtfkpHClqtG6XKlWIe3cdK3qOjgqNBTVl7Qa62Acax0Q6KRwQNdoLSBDHb04XXKdJkOzKdPlAM9Ivk89xpmSdIYbdyPjAqJZnLiHDRkJxLlL8+npGcgQ33CWXT7J7ZHd0SrtiHB259GYfnyccIxbwjszLCCcQK0ziweNZsHB7SyNP8GTPQfir3XineGjeHT3du7Z9iufj52Ii72a7n5+bJszh6d27eLVgwc5m5vL4lGjGNcximhvLx7dtJ0H1m9mfr9ePD6oP/f170n3QD9e3XGABeu30zs4gBfHDKWjjydju0QxtEMYK46d49vfznIoJY17B/bk/sG9cHN04JVbR3Bbvxje23qYtzYdZN3JRB4bM4Ah0aHIZTJiQ/2IDfWjoLyatUcT2Hjykimt9x1DujMmLgqVQoGnsyMPTerPvWN7s/vsVfbHXyO7qIL46zlU1doKAwc7JV4ujng4O+LlosHLxREvF0c8jf97uTji7qThSlYhaw5eYH/8NUQRhsaGM3t4d7pH+Nu8wzX1enacu8K6Y4mk5peiVdsxa3A3bhsQQ7Axm+yX+07hpLbjrsGSu/LR6+kUVOlYNGGo6TynM7PpHuCHymi+KzIWX/IyZsltEeQtHI9CJjN50LWYDGsaJVOcp1pDSb30Djqp7NEq7cirMWtgQRpXduWavej9jbEOubXlRDp5S9XW7F0orK8wjfG0c6GmqZ7apnocFGb7v1bhQHXTzd2Cre5Vsw6loEIpU/2p8S0oacjnh/R30CpdmRuyCDu5pI34qIOZFfQ4o31m8VvxVs6VHeRc2SG6OvdliNdURniPZYjnSE6XHWdvwXaWp3+OV54Po30m0MdtAM90WMC16lRWZ63n2/SV7Ck8wOygGXzV82W25B5kQ/Y+zpQlMclvCG91vZsL5Tf4OnU7zyZ+Qx/3jjwUMZkZQf3YknOWA79z/X8P4SAPBdSIZXPAZRmCXZ82h6nUUxAEV2rKH0BXMg2N+2pTqm9LaNSjcXV6hvKqD7BTxlgl6WuBIAgEub3LlfyRZJQ8QUefLQiCNcnnp53KjYrPyNNtJtzVOo+gt1pyxSysPW0jHJyNwqGiMctaOKh80BtqqTfoUMvNxW2clG42moNSpkIlU9kU/XFUONoKDKNq3frH4qhU27SFOnrRKDaTW1dOsEYyLXRzC8RBruJ4capJOGgUKsYFRLMzO9kq0d6TsYOZsnsFK1LOsKCr5KI6v0tftmek8OKpPeydch+OSjsmR3TiSE46n184xUD/EHr7BjAhogP1I5p44dA+pq1fw7cTphLh5o6rWs3yadNYduYMn5w4weWiIj6fNIkOHh6sv3MWb+4/xLKTZ4nPyeeTKeOIC/Rj04N38Ev8JZYcOsG0b1czo3sXnhjWHzeNAw8N68vU7p35eO8xlh0+zab4ZBaOHsjEmI509PPk+3nT2X8plY92/MaClVsJdHdmzsDuTOvVGQc7FT6uWp6YPIgHx/Rlx7krrDlygZdW7+GTrUe5bWAsMwbE4K51wE6pYEr/zqb6CSCZgooraiiu0FFk8a+4Uvo/PjWXkooak0bVAkEAUZQC9m4f1p2ZQ7vh72Hrn3+joJR1xxLZfuYKNQ16OgZ48eqsUYzr0QG1RY2HpOwCDibf4LEx/XFSS4vqL2cv4eHowNCOEmdTUVdPSkExC4aa3UYLddLi7qWV3qkmgwGVXG4STnKZzHTtLdxRtV4SDh5qDbpGPXVNjagVSgI0zmTpKkznDnJ0pUJfR5W+HieVPf4OkhDLqzOP8VG7kG/xt5edCwBFDRWEKMzBdI5KB5uqhzdDbVMNGkVbGYNuDl1TJSvSFyMick/oi2jb4CPcVN5M9X+AEV4zOF6yg5Ole7hYeYIox24M9ZpGf/fB9HMfxIWKc+wp2MaqzO/YnvcrI73HMdBjGK9FP8/psnOszf6Vd1M+Ida5C7ODpjPSux+rMrezOfcgBwpPMzt4HMv7PMW23JP8mLGPe898yGS/ftwXPpqnfmcOfw/hINghuP+MWH4vYvl94PIJgv2oNocq7Qfj6L6OmrK5koBwW4lCZZtjxEX7BA36S8YkfdGo7W0rZynlHgS6vUN6yTzyKz/Dz+VJq357hS9u9v3I020izOVhU74jAI3SF0dlMIV1p4hymW11nLNK0jJaB8Y5K72N7YWo1dbCIacu1eb6NHItulbpOxwVGmqb6zCIBpPN1KQ5tErTrVU4UN1KcwhzlOy76boik3BQyhT08QjjeNF1K63mtpDubMhIYGfOZW4LlVI0dHXzZXRAFMtTznBXVE9c7NSo5HLe6TeW6btW8eGFo7zWWyIJX+8/knMFuSw8tIOdt87F2c6eWzt1JsTFhfm7tnLLhjUsGT2BYSFhyASBh/v0obuvL0/s3Mkta9bwxogR3Nq5M4vHjaJngD+v7j3AlBWr+WTyePoGBzK7ZywTOnfgi99OsfpsIjuTr/HI4D7c0bsbvi5aPrhtHLP7xvLOjsM8v2E3P59OZNGEocQE+DAqJpJhncM5kJTKj0fjeWfLYT7fc5Jb+3ThjgHd8HV1wsFOyYwBMUzv35WTV7NYc+QCX+06yfK9ZxjXowN3DOlOxwBrl2K1SkmQlwtBbeRCaoHBIFKuqzULjgodRRU1eDhrmNCnkyndRwsam5s5dPEG644lci41B6Vczpi4KGYOjKVrsE+bmvEXe0/h7GDPHQO7AZBXUcXRaxk8MLiXKf7hXGYOItA7xKwVF+l0qORyXOwlgdJoMFh5hikEGc3GNCFa44ZBZ6z252lv5CXqagjUuhCsdbUqHxugke5Jdk05nVW+uKk02MuV5NaatWZfexeuVpnL6XrZS8cU1pcTorEQDgoHm/f9ZqhprjGZaf8M9IZ6fkh/h6rGMh4Iew1Pu983R2mVLoz1vYOhXlM5WbqH4yU7+CbtVYIcohjqdQvdXXoS59KLK9VJ7CnYxoacNezK38o438kM8RxJD9du7C08xObcHTx/6XWGeQ3i7tApTPQbzHdpm1h2Yz078o5yb9hUVvVdxMr0vWzNO8m+Qtva9Zb4e3AOgCD3QXBbA8poxIrHEGs33HSsQtUNR49NIKjRlc6ksd42ylhK0rcUpSKUwrIHbkpQuzqMw81hGgVVn1HTYFsO1E97C/VNeZTX20bH+qj7Ulx3juZW9SeUMjUahScVeuvEgCbh0GjNOzgpXdE1VdqQz44KxzY0Bw0iIjUWu6YW4VDd2qyktFW9gzVSjqJ0nXXKjwFekeTVVZBRY9ZgYt38idB6sCHD2o14Ycxgahob+OaKOfdVDy9/7uoYx8or57lQLP24HVUqlgyfSGGNjheO7jXZqnv4+rNlxh0EObtw3/ZNfBN/1tTXLyiI7XfeSayPD8/u2cOivXupb2xkWtdoNt51O0729sxdu5HPjp2koakJZ7U9L4wZytb5d9I90Jd39/3GpGU/cehaGqIo0j3Ij7XzbuftW0aTW17JrGU/s2jDboqqdCjkMsbERrH60VmseWwWAzoE89PReMa++z1P/bSdhAxpHoIg0L9jMJ/Pm8qWF+ZyS/8u7E24xswPVnPfZ+vZHX+VtIJSahvarhbYGjKZgLuThk5B3gyJCWf64Fgentyf24bEWgmGokodX+06ybjXvuOZH3aQV1bF45MGsveN+1k8ZywxIb5tCobEzHyOpqRz79CepgDAjeeSEBGZ3tPs9XMqIxu1UkGMRdrzIl0NXo4a03n1zc0oLYSDXCbQ9DtmJYBio2kpROtGtq7CVD0vSCNpClk15ab76q92Ibe2wnR+H7Ur5foa6pv1xr8lAju/zrp2iVbxj2gOOhzkf05zaBabWZP5Cbl1adwetJAgTdQfH2SEvVzDMK9beK7jl0zxu5/qxgp+zHiXJdefJqHiKB200SyMeoFnO7xKsCaUDTlreD35ORIrzjPeZxQfxy5mjM9wjhQf58mEF7hYmcgr0Q/yQqf7aRKbeT15GZ9c+5GpAf34rvdTjPPt/bvX87cRDgCCzAXB9QdQDUCsegFR9+1Nx8oVYWg9NiGTB1JTdjf6ui02Y2QyLd7uKxDFRgpK770pQR3g9gZKuScZpQsxtKoD7eUwAoVMS171rzbHeTv0pVlsoLTeVqi4qIJsNQdVi3CwrlntpJB+NLpWSfw0bZmQTES1uV0tt0eGzNaspFBT3Wp3pVHY4WPvYiMc+ntJrqTHi8wutYIgMD2kOwlluVyvMo/v4OLFpODOrLx6juI683U8EzcYHwctz5/YZSIyu3n5srDnAHakXWXDNXNwvZ/WiV9umcW4iCjeOfEbT+/fTYOxxrSnRsOP06fzUO/e/JKUxK0//0x6eTmRnh78Ovd2JkZ3YOmxU4xb/iN7r6YiiiLhHm58O3sa39w+FQGYv3YL96/ZRGpxKTKZwNS4zuxaeA/3D+7FzkvXGPfpD3xz5Az1xnxJMUG+fDhnArufv5e7BsVx4loWc75Yx+zPfmZXwlUTeR3i7cYL04ez7/UHeHLKIPLKqnhu5U6mvfMj/Z79nCEvfMWsD1az8LttfPDrYVYdjudAYipXsgupqKn7Q88mURQ5ez2bp1dsZ+xry1m2+xRR/p4sfWAK21++h3tHSvzJ7+GLvSdx06i5vb+kUTc2N7PhfBKDIkPxdzXHBJzOyCEu0M8UpAZQVF1jSrgHkllJYdHfUsMBJEJaAHSNZrMSQEmd9M4Fa11pNBjIrzWm3GglHAD8HVytNAcftWRKK6yTnAncVVqUMgUF9dbCwfEf4RyaanD4E2YlURTZkruclOrzTPG/j2jntoMR/whKmR39PMbydMelzAxcAKLIuuylfJjyGCdLdhPoEMiCyGdZEPksdnJ7lqd/wXspr1FQn8udwbN4P+Z1ujhHsyFnC09ffJlGsYbP4p7nvrBpXK3OYEH8O+zMO8Kc4OG/ex1/D7OSBQSZA7h+hVj5HKLuA0SxHMHxmTZ3SDK5D44eG6gpu5fa8kcRDXXYaWZZjZEI6i+MBPWzeLoutTmXQuZMsNuHpBbPIa/yPQJcXzX1yWX2+GjGk6fbQgdDNUqZ2Rzkqe6BgJzC2lN4qa1fJGdVAKlVB6zMNPZyLXYyDVX6VsJBKe2OqhrLcVGZs486Khwpq7XmIhyNL7kl+SwIAlqlrZotaQ62AjHE0ZOMGmvhEODgSojGg+NF15kTZi4UODW4Kx8lHWB9egIvxI42tT/edRA7si7z1eWTvNJDMgE6Ku14s+9o7j+4kW+ST/NojGTKmx/bm6M5Gbx6fD89ffwJdZYWCQelks/HTOQzt1N8cuYE6RXlfD1+Cp4aDQqZjKcHDqSnvz9P7drF1NWreWf0aMZHRfHRpHFM6xLN2weO8MimbfQNCuTFkUPo6OXJkMhQ+ocFsfpsIp8fOcXkZT8xu1csjw7ph4vanidHD2RGzy58sPson+47zsrj8czqHcOsPrF4ajX4ujrx1MTBPDSqL5vPXWbVsQs8s3onPi5aZg/oxvQ+XXBS2+PkYM/c4T25Y0gcyVkF5JZWkV9eRV5ZFfnl1WQUlnEiJYN6vXVsjlqlxNdVi6+bE76uWvzcnPB1dcLXTcvV3GLWHUskraAMJwc77hgSx20DYwhsI+r7ZohPz+XEtUyenjgYB2Nk+JGr6RRX1/DqZLPWUFZbx7WiEiZ0HmB1fJFORwcvc3qQxtaag2DmHGSCgKNSZeYcjJXeWtxYQxyl55xeXU6AowuOSjvc7BzI1lkLB8s65T5GM1J+fQXBjlI8j4+9q43m4KjQ/HnNobkGzZ/QHA4V/cqZsn0M9ZxGX3fbVDwV+gK25CzGIDbj7xCNvzoaf4donJXeba5PckFBd9fBxLoMJKXqPIeLN7ElbzkHijYw0GMC/T3G8WKntzhVeoyteRv46NpbxDrHMS1gFgujHial6hqrs9bzddoK9hRIpPXXPV9hbeYuduYf40jxud+dz99OOAAIggqcP0KUuUDNckRDOTi9iSDYTlcmc8bRfRU1ZQ9QV/k8MkUgSjvrF16jHoWr09MWBPUDNudxUg/Gw/Euiqq/w00zHQeVmWT0095CTvU6CnW7CHAyZ3hUyjS428dQUHuKru6PWZ3PRRWE3qCjvrkCtcJcmcxZ6U1Fa81BKfVXNVn/ADQ3MSuBrWeStJNq3aamwdCIvrkRlUUZ0FCNF7+WnbHiLQAGeEWwIfMc9c2NppxLbnYahvtFsSXrEk93HWGq5RDq5MatYTGsuR7P/R374KeRdqQjAyOYENKRpYknGBfcgXBnd+QyGZ8Mm8DYjT+w4MA2NkyZbQqsEwSBBb37EenmzlP7dzFl/Sq+GT+VLl6SljU0NJRtc+awYMcOHtu+nbPdurFoyBAGhgaz9d45rL1wkSVHTzJlxWpmduvK44P64e7gwN1945jctSNLDp9k9dlEtl1KYcHQfszsEUOgmwtLZ0/iXHoOK46fZ9mR0yw/eo4JMR2YOyCODj6eONipmD2gGzP7xfDblXR+PBrPxzuO8tW+U0zr1Zk5A7sT5OGCQm72cmoNURSpqKmnoLyKvLJq8suryC+rIq+8mvyyKpKzCqiosdZUowO9eP320YyN62BVvOfPoExXy5Jdx/HQOjCzX4yp/ZezF/FxcmRwlNl542ympNX2CbH2wivU1TAoLMT0dwsh3QK5TEazhfbjqLIzmZXcWzgHC7MSQKaujEFI3x2kcbXSHPwcXKhuqqdKX4eTSo2v2lhTwoKU9rV3J7+u9SZJjd7QiN7Q+Id1Gmqa/phzOF92mL2FP9PdZTBjfGbb9FfqC1mb+Rz65lp81JFcrjxIQrkUA6VRuOGv7oS/Q2cCHKLxsg+3qhQpE2REO/eik1NP0msuc7hoE7sLVnOiZBejfGbS130oPd36cKBwD3sKtvFG8vMM9BzGRN9pvN55ESdLz7Iu+1feTvmI7i4xzA6azni/QewtOMkvvzOnv6VwAGOxG+0riIIr1HyOaKgAl08RBNuymoKgRuP6FdUlU6ktm4ej5zYbLyYzQf26kaAeYHMeP5dnKKtZT3H1DwS7f2Bqd1J1RaMMJ0+3yUo4AHir+5Bc/jUNzeXYyS2FgPSjq9BnWwsHlTfl+jyrczgppR9Ra3dWR4WW2uYaq0W8LbMSgLaNnZSZi6jD3VI4OHrRYGgkv64CfwdzGo4BXpGsTj/F+dIMBnhFmtpnhHRnT24KB/OuMjbAnOvosS4D2ZR+iS+Sj7G4tzmX/qu9R3A0L51FJ/ewdsztyAQBX0ct7w0ew/x9W7hz53qWjZpiqikMMC4iimBnFx7YuZkZv67lgxFjmRgpBdv5OTmx5rbbeP/oUVbEx5NYUMBnEyfi7+TEnB7dmBjdkaXHTrImPpHtl6/y2MC+zImLxU3jwOsTRnB7zxje3nOEN3Yd4udzF1k0eggDwoPpGRpAz9AAMkrK+enkBTbHJ7P5wmX6hgUyd0AcgyIlF9dhncMZ1jmclNwifjwazy+nLvLziQSGdgrjzsFx9AoLaHPnKAgCro5qXB3VdApsO6q5tkFPQXk1+eXVuP3OuLZgMIhczi3kaEoGR1PSuZRdgCjCy7cMN3kuZZdVcDw1k4eH9UUhN28ETmdk46BU0sXP/H26Bj01ej1ejuZdtr652ZqQtvBWAol3aCGkVXI5Lnb2lBg1By+1I/ZyBRlV5vc6SOPK+VJzCvsWj6Wc2nKiVWo87LTIBRn5dRYktdqNy1XW9d1bgt90TbW4/U7W1UaDnkZR/7uaw7XqBDbmfEWEY1duDXjI5llWNxazLvN5GpprmBn8Dj7qSAxiM8UNGeTVXiGnNpncustcq5ayDygEO3zUkQSoO+PvEI2fQyfUcq0UP+XYmTDHzmTUpLAz/0c25nzFsZIdjPeZw1ifSQzwGMKO/M0cLT7E6dLjjPGZwEjvcfRyi2NPwX625O3iuYuvMdxrMNMDJ/F7VaT/VpxDawiCgEy7AEH7MjQcQCy7D9HQdt59QaZF4/Y9CDJqyu6xCZSTCOrPUCrCKCx7kMYm2xoLCpkzbppbKKvdTFNzucWxAn7aW6hsSKBGn2Z1jLdDX0CksNaasHZRSbUTKvXW3+Ok9KZSX2Ble3aQa5ELCqoabTUHEZHaZrNGoL2Z5tAG+axVSn7ZrdstPZYs0dM9BDuZguNF1p5TA7zD8FU7sTrNWo311zhze0R31t+4SGa1+X55qR15secwzhRms+66mY8ZGxrFkuETSCjKZ/KmVaSUFVudL9rTiy0z5tDF04vH9mzn49PHMZjyW8l5aehQvpg4kRtlZYz/8Ue+OXuWhqYmXNT2vDJqGNvuu5NYPx/ePnCEid/9xBFj8FxHb09W3nkrn982ifqmJu5d/SsPrd1CpjEfU4iHKy9PGs6BZx7gydEDSS8p56GftjBp6UrWnk6kVi8RzR39vXh71lj2vXAfDw7vQ0JmPvcu28DUj37kuTW7+Gz3CX49k8SZG9nklVeZbPO/Bwc7FWE+7gzoFPKnBENlbT27Eq7y4to9DH3zG2Yt/Zkv951EQOCRUf1Y9/hsZvYze++tP5eEgMCtPaxTq5zOyCYuyM/kuQTmGAdvR/Muu7G52WqMXCZYzctRpTJxDgAe9uZYB0EQCNa6kmlhRgp0dCW/tgq9QeKkWruzKmRyPO2cKLCIdfBVu6FrqrPizxxbNj5/4LFU2yz134xzyKtLZ1Xmh3jZBzAn+GkUrbQQXWMZazMXUdtcyW3Bi/FRS5smmSDH2z6c7m4TmRTwHPMjV/JQ5E9MDniBWNdxNBn0nCndwMbsV/ns6m18l/ogu/OWcKliL2UNOQQ7dOCh8MXcEfQUTQY9KzLe5rv0N6huKuX2oLm82vkdop26sDVvIy8nPcPZshNM8B3Dx7GLGeE9hINFv/Fkwou/O/e/reZgCUFzJ8hcESufA/1xsB/b5ji5IhiN6zfoyubSrD+PzN6asJHJHPF2X0Fe0QTqGo6iVNiqj56Od1NZt5/6phs4ys2JbH0dJ5NVuZLapkw0KnNuHze7aLTKEJrE1ou1N26qUMmB3fL8diF42IfQKNajEqTFWybICNF0xF5uTTS6qzwJdgil0cKLSS1XE+QQgLpVQrBgB1+UrcxunnbORGoDbEjQEEcvgjUeJq+TFtjLlQzyjrJJEy4XZNwT2ZeNGQkmH/UWPNx5ADuyrnClopBgrVlDui0ihs1plzlTmMPtUd1M7VMioglxcuWBvZtYlnCaT4dPtPouDwcHVk2dwSuHD/DthXNM6xBNqIv5vGOjoujk5cWbhw7x3tGjBDk7MzZK8iiJ9HDn+9umcehGOu8cOMKCzTs49NB9uDmoEQSBUR0jGBwRwspT8Xx17Ayv7TjAijtvNZ3bxcGe+wf3Yu6AOPYkXefHE/G8se0g5bV1PDTMnGLc08mRx8b254ERvdkef4XdCVdJyMhjV8JVkzAD6B0eyPfzp/OvxAPfbORybhFOajsGdghhcKdQBnQIwVWjbnN8eU0dwzuF4+Ns5sr0TU1o7ewY2KrMqr65mc7eXgRaFFEKdHbG3iK/VZiLG7WN5vexk5un1TliPHxxVJg9ruI8AkyCACDKyYtoVx+q9HV42Dvir3YhXOuF5a8kxjUIZ4t0GcEOPkRpA9A11ZnSaLirXAh3DES0KKOrkqkIcQhCLTffiyZDE0EOobiq2s62m1hxHLXckXtCX8C+De0iVXcKXVMZtwW9ha/aNuOzJbRKDzoqB9HRSYr/aTTUk193jdzay+TWXeFa1TEuVuwGYHLAC3R0GkRXl350curJ6bK9HCjcwJrMj3mqwxK87X2ZF/44qbprbMz5mZ8yl+Nt70OEYwfuDpnNaO9hHC4+zvdtJ9MGQPh35XX5v4QgCMVA5h8ONMMD+Oczn/318b8yT2if698V/ytz/U/NM1gURc+2Ov4WwuEfhSAI50RRbLsyy98I/yvzhPa5/l3xvzLXv+I8/9acQzva0Y52tOP/D+3CoR3taEc72mGD/1Xh8M1/+gL+j/C/Mk9on+vfFf8rc/3LzfN/knNoRzva0Y52/D7+VzWHdrSjHe1ox++gXTi0ox3taEc7bPBfIxwEQQgUBOGQIAiXBUFIFgThcYu+xwRBSDG2v29sGyUIwnlBEC4Z/x9uMf6wIAhXBUFIMP7zMrbbCYKwThCEVEEQTguCEGJxzCJj+1VBEGyzav1n59rbYi6JgiBMsxg/1njNqYIgPG/RHmqcY6pxzqo/ugf/BXPNMD7vBEEQzlm0uwmCsE8QhOvG/12N7YIgCEuNc70oCELcX2muFn1BgiDoBEF42qLtL/tc/8Xz/Fs9U0EQQgRBqLN4h5dZjO9hnGuqcQ7Cf3Suoij+V/wDfIE442ctcA2IBoYB+wE7Y5+X8f/ugJ/xcxcg1+Jch4GebXzHw8Ay4+dZwDrj52ggEbADQoEbgPwvNFcHQGFxbBFS9LvceK1hgMo4h2jjuF+AWcbPy4CHfu8e/NXnavw7A/Bo4zveB543fn4eeM/4eTywCxCAvsDpv9JcLY7bAKwHnjb+/Zd+rv+qef4dnykQAiTd5FxnjNcsGOcw7j8513/bTft3/wO2AKOMP4aRfzBWAMosHtRh2hYOe4B+xs8KpIhFAVgELGpr3F9wrqFAofH6+wF7LPoWGf8Jxrm1LKqmcTe7B3/1uRr/vtlCchXwNX72Ba4aP38N3N7WuL/KXIGpwAfAa5iFw3/Vc/3/neff8ZlyE+FgnEOKxd+3A1//J+f6X2NWsoRRJe4OnAaigEFGVfmIIAhtVdi4FYgXRdGyevsKo1r3cov6BvgD2QCiKDYBlYC7ZbsROca2fzv+7FwFQegjCEIycAmYb7z+m123O1BhHGPZDje/B/92/JNzBRCBvYJkRnzQ4tTeoijmGz8XAC0Z6v7Sz1UQBEfgOeD1Vof/1zzXf3Ke8Dd7pkaECoJwwdg+yOK6Lat7WV73f2Su/3WJ94wv0kbgCVEUqwSpSIMbklrVC/hFEIQw0ShKBUHoDLwHjLY4zR2iKOYKgqA1nutO4Mf/y3n8GfwjcxVF8TTQWRCETsBKQRB2/eeu/B/HPztXURTrgYHG5+oF7BMEIUUURasasKIoioIg/Ef9t//sXJF20Z+IoqgT2kjp/VfHv2ief7dnmg8EiaJYKghCD2CzcY36U/i/nOt/leYgCIIS6QGsFkWxpe5mDvCrcdE4AxiQklghCEIAsAm4SxTFGy3nEUUx1/h/NbAGaCmmmgsEGo9VAM5AqWW7EQHGtn8b/tG5tkAUxSuADiPPcpPrLgVcBHP1I8v53Owe/NvwL5qr5XMtQnruLc+1UBAEX+N3tfAU8Nd/rn2A9wVByACeAF4QBOHR37nuv8xz/RfN82/3TEVRbBBFsdQ4p/NI3FGU8RotKydZXvd/ZK7/NcLBaPr5DrgiiuLHFl2bkcgfBEGIQiLoSgRBcAF2IBE5xy3OoxAEoUV4KIGJQJKxeysw1/h5OnDQqIFsBWYJksdHKBCJRB79W/D/MdfQlgVBEIRgoCOSrfYsEGnsVyERkVuNczpknCNIc24pon2ze/Bvwb9qroIgaIyaIIIgaJA0xbaea+u53iVI6AtUWqjv/3L8o3MVRXGQKIohoiiGAJ8Cb4ui+Dl/8ef6r5rn3/GZCoLgKQiC3NgehrSWpBmvsUoQhL7Gc95F28/u/26ubRERf8V/wEAk++NFIMH4b7zxpq9CemnigeHG8S8BNRZjEwAvQAOcN54nGViC0fMIsEfylkhFWvzDLL7/RSQpfxWjF8FfaK53GueSYGyfanGu8UgeFDeAFy3aw4xzTDXO2e6P7sFfea7G+SQa/yW3mqs7cAC4juRB4mZsF4AvjPfmEm04Kfwn59rq2NewJmr/ss/1XzXPv+MzReI/Ld/fSRbn6mkcfwP4HHMGi//IXNvTZ7SjHe1oRzts8F9jVmpHO9rRjnb836FdOLSjHe1oRzts0C4c2tGOdrSjHTZoFw7taEc72tEOG7QLh3a0ox3taIcN2oVDO9rRjna0wwbtwqEd7WhHO9phg/8HuUGx1JeKpfwAAAAASUVORK5CYII=\n", - "text/plain": [ - "<Figure size 432x288 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 432x288 with 2 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "cs = plt.contour(x, y , values.T, levels)\n", - "fig2, ax2 = plt.subplots(1)\n", - "site.ds.water_depth.plot(ax=ax2, levels=100)\n", - "ax2.plot(xs, ys)\n", - "problem.model.plot_comp.plot_initial2current(x_init, y_init, state['x'], state['y'])\n", - "ax2.set_title(f'Max Water Depth Boundary: {maximum_water_depth} m')" - ] - } - ], - "metadata": { - "colab": { - "collapsed_sections": [], - "name": "bathymetry.ipynb", - "provenance": [] - }, - "kernelspec": { - "display_name": "Python [conda env:non_convex]", - "language": "python", - "name": "conda-env-non_convex-py" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.5" - } + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Optimization with exclusion zones" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "[Try this yourself](https://colab.research.google.com/github/DTUWindEnergy/TopFarm2/blob/master/docs/notebooks/bathymetry.ipynb) (requires google account)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this example, the bathymetric optimization problem is solved for a maximum water depth permissible and with the addition of exlusion zones, which add boundary constraints to the optimization problem. The exclusion zone is characterized for having a larger water depth than allowed." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Install TOPFARM if needed**" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Install TopFarm if needed\n", + "import importlib\n", + "if not importlib.util.find_spec(\"topfarm\"):\n", + " !pip install git+https://gitlab.windenergy.dtu.dk/TOPFARM/TopFarm2.git" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Install packages if running in Colab**" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "3yhWisczHKap" + }, + "outputs": [], + "source": [ + "try:\n", + " RunningInCOLAB = 'google.colab' in str(get_ipython())\n", + "except NameError:\n", + " RunningInCOLAB = False" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "mGJDyPJrHQzm" + }, + "outputs": [], + "source": [ + "%%capture\n", + "if RunningInCOLAB:\n", + " !pip install git+https://gitlab.windenergy.dtu.dk/TOPFARM/PyWake.git\n", + " !pip install git+https://gitlab.windenergy.dtu.dk/TOPFARM/TopFarm2.git\n", + " !pip install scipy==1.6.3 # constraint is not continuous which trips vers. 1.4.1 which presently is the default version\n", + " import os\n", + " os.kill(os.getpid(), 9)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**First we import basic Python elements and some TOPFARM classes**" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "id": "0tTJQPtBHbXU" + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import time\n", + "\n", + "from topfarm.cost_models.cost_model_wrappers import CostModelComponent\n", + "from topfarm.easy_drivers import EasyScipyOptimizeDriver\n", + "from topfarm import TopFarmProblem\n", + "from topfarm.plotting import NoPlot, XYPlotComp\n", + "from topfarm.constraint_components.boundary import XYBoundaryConstraint\n", + "from topfarm.constraint_components.spacing import SpacingConstraint\n", + "from topfarm.examples.data.parque_ficticio_offshore import ParqueFicticioOffshore\n", + "\n", + "from py_wake.deficit_models.gaussian import IEA37SimpleBastankhahGaussian\n", + "from py_wake.examples.data.iea37._iea37 import IEA37_WindTurbines" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Setting up the site and exclusion zone**\n", + "\n", + "To set up the exlusion zone, we use polygon tracing for the maximum water depth by utilizing the **boundary_type='multipolygon'** keyword." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "id": "2vx4s8huHfXq" + }, + "outputs": [], + "source": [ + "#setting up the site and the initial position of turbines\n", + "site = ParqueFicticioOffshore()\n", + "site.bounds = 'ignore'\n", + "x_init, y_init = site.initial_position[:,0], site.initial_position[:,1]\n", + "boundary = site.boundary\n", + "\n", + "#Wind turbines and wind farm model definition\n", + "windTurbines = IEA37_WindTurbines() \n", + "wfm = IEA37SimpleBastankhahGaussian(site, windTurbines)\n", + "\n", + "#parameters for the AEP calculation \n", + "wsp = np.asarray([10, 15])\n", + "wdir = np.arange(0,360,45)\n", + "n_wt = x_init.size\n", + "\n", + "#setting up the exclusion zone\n", + "maximum_water_depth = -52\n", + "values = site.ds.water_depth.values\n", + "x = site.ds.x.values\n", + "y = site.ds.y.values\n", + "levels = np.arange(int(values.min()), int(values.max()))\n", + "max_wd_index = int(np.argwhere(levels==maximum_water_depth))\n", + "cs = plt.contour(x, y , values.T, levels)\n", + "lines = []\n", + "for line in cs.collections[max_wd_index].get_paths():\n", + " lines.append(line.vertices)\n", + "plt.close()\n", + "xs = np.hstack((lines[0][:,0],lines[1][:,0]))\n", + "ys = np.hstack((lines[0][:,1],lines[1][:,1]))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Now we set up the objective function,** `CostModelComponent` **and** `TopFarmProblem`." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "INFO: checking out_of_order\n", + "INFO: checking system\n", + "INFO: checking solvers\n", + "INFO: checking dup_inputs\n", + "INFO: checking missing_recorders\n", + "INFO: checking unserializable_options\n", + "INFO: checking comp_has_no_outputs\n", + "INFO: checking auto_ivc_warnings\n" + ] + } + ], + "source": [ + "def aep_func(x, y, **kwargs):\n", + " simres = wfm(x, y, wd=wdir, ws=wsp)\n", + " aep = simres.aep().values.sum()\n", + " water_depth = np.diag(wfm.site.ds.interp(x=x, y=y)['water_depth'])\n", + " return [aep, water_depth]\n", + " \n", + "#parameters for the optimization problem\n", + "tol = 1e-8\n", + "ec = 1e-2\n", + "maxiter = 30\n", + "min_spacing = 260\n", + "\n", + "#Cost model component and Topfarm problem\n", + "\n", + "cost_comp = CostModelComponent(input_keys=[('x', x_init),('y', y_init)],\n", + " n_wt=n_wt,\n", + " cost_function=aep_func,\n", + " objective=True,\n", + " maximize=True,\n", + " output_keys=[('AEP', 0), ('water_depth', np.zeros(n_wt))]\n", + " )\n", + "\n", + "problem = TopFarmProblem(design_vars={'x': x_init, 'y': y_init},\n", + " constraints=[XYBoundaryConstraint([(boundary, 1), (np.asarray((xs,ys)).T, 0)], boundary_type='multi_polygon'),\n", + " SpacingConstraint(min_spacing)],\n", + " cost_comp=cost_comp,\n", + " n_wt = n_wt,\n", + " driver=EasyScipyOptimizeDriver(optimizer='SLSQP', maxiter=maxiter, tol=tol),\n", + " plot_comp=XYPlotComp(),\n", + " expected_cost=ec)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Now we run the optimization**" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 696 }, - "nbformat": 4, - "nbformat_minor": 1 -} \ No newline at end of file + "id": "K2ch8htcRrf_", + "outputId": "4392438c-6533-4336-fbe2-acc698ed84f6" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "INFO: checking out_of_order\n", + "INFO: checking system\n", + "INFO: checking solvers\n", + "INFO: checking dup_inputs\n", + "INFO: checking missing_recorders\n", + "INFO: checking unserializable_options\n", + "INFO: checking comp_has_no_outputs\n", + "INFO: checking auto_ivc_warnings\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 640x480 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Iteration limit reached (Exit mode 9)\n", + " Current function value: -23868.447347868194\n", + " Iterations: 30\n", + " Function evaluations: 30\n", + " Gradient evaluations: 30\n", + "Optimization FAILED.\n", + "Iteration limit reached\n", + "-----------------------------------\n", + "Optimization took: 40s\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 640x480 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tic = time.time()\n", + "\n", + "cost, state, recorder = problem.optimize()\n", + "toc = time.time()\n", + "print('Optimization took: {:.0f}s'.format(toc-tic))\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here we can see the exclusion zone and how the optimized turbine positions stay away from this area. The turbines are positioned at the boundaries and the improvement in AEP is of 4.88% compared to the baseline." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can use the recorder to plot the evolution of the water depth with each iteration." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 279 + }, + "id": "kcPpUlrD2uZv", + "outputId": "b911777b-260f-4cec-e279-1dd2ec84b580" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Max depth [m]')" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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rd+3aJavVql69ejW6jcfjUVVVlTweT6cJPt6pLqa5AACozxTDAvn5+dq6dauuuuoqORwO5efnKzs7W5MnT1a3bt0kSatXr5bNZtOwYcNkt9u1bds2LV68WJMmTZLNZgvxT9B+uDM7AACNM0XwsdvtysvL05IlS+R0OpWWlqbs7GzNnz/ft01kZKSWLVumf/7znzIMQ/369dOdd96p7OzsEFbe/rhBKQAAjTNF8MnMzNSWLVua3GbSpEmaNGlSO1XUcZVWcg0fAAAaY5rT2eEf71WbY7iGDwAA9RB8wkwZIz4AADSK4BNmyujxAQCgUQSfMFPb3MxUFwAAZyP4hJnSmh4fproAAKiP4BNmvCM+MQQfAADqIfiEmdrmZqa6AAA4G8EnzNDcDABA4wg+Yaa8iltWAADQGIJPmCl1cpNSAAAaQ/AJM77mZjs9PgAAnI3gE2bKqjidHQCAxhB8wgx3ZwcAoHEEnzDjO6vLxlQXAABnI/iEEY/HUHkVNykFAKAxBJ8wUuFyyzCqnzPVBQBAfQSfMOKd5pI4nR0AgIYQfMKIt7G5iy1CVqslxNUAANDxEHzCCLerAACgaQSfMFJWyTV8AABoCsEnjDDiAwBA0wg+YaQ2+HANHwAAGkLwCSPeqS5GfAAAaBjBJ4xwuwoAAJpG8Akj3qmuLkx1AQDQIIJPGPFNdXHxQgAAGkTwCSO+5mY7wQcAgIYQfMIIp7MDANA0gk8YKed0dgAAmkTwCSNlVbX36gIAAPURfMJImZPr+AAA0BSCTxipbW5mqgsAgIYQfMKId6qL09kBAGgYwSeMlHPLCgAAmkTwCSO1V24m+AAA0BCCTxjh7uwAADSN4BNGuDs7AABNI/iECY/HUEWVRxLBBwCAxhB8wkR5zRldElNdAAA0huATJrz9PRaLFG3jrxUAgIZwhAwT3v6eLrYIWSyWEFcDAEDHZJrgk5qaKovFUueRm5vb4Lb79++Xw+FQQkJC+xYZQtyZHQCA5pmqGWTp0qWaMWOG77XD4ai3TVVVlX72s5/piiuu0ObNm9uzvJDiVHYAAJpnqqOkw+FQUlJSk9vce++9GjhwoMaNG+dX8HE6nXI6nb7XxcXFra4zFMoZ8QEAoFmmmeqSpNzcXPXo0UMZGRlavny5XC5XnfXr16/Xq6++qieeeMLv98zJyVF8fLzvkZKSEuyy24Wvx4fgAwBAo0wz4jN37lxlZmaqe/fu2rx5sxYvXqzCwkKtWLFCknTy5EllZWXpr3/9q+Li4vx+38WLF2v+/Pm+18XFxaYMP97T2RnxAQCgcSENPosWLdKyZcua3GbPnj0aOHBgnXAyfPhwRUVFaebMmcrJyZHdbteMGTP085//XFdeeWVANdjtdtnt9hbV35GUOmvu02UzTZYFAKDdhfQouWDBAmVlZTW5TXp6eoPLR44cKZfLpUOHDmnAgAFav3693n77bT388MOSJMMw5PF4FBkZqWeeeUbTp08PdvkdineqK8bOiA8AAI0JafBJTExUYmJii752165dslqt6tWrlyQpPz9fbnft1YvfeustLVu2TJs3b1bfvn2DUm9HRnMzAADNM8W8SH5+vrZu3aqrrrpKDodD+fn5ys7O1uTJk9WtWzdJ0qBBg+p8zbZt22S1WjV06NBQlNzuyqqY6gIAoDmmOEra7Xbl5eVpyZIlcjqdSktLU3Z2dp2+n86OER8AAJpniuCTmZmpLVu2BPQ1WVlZzfYPhZNSJ6ezAwDQHFNdxweNK+N0dgAAmkXwCRPeqa4YblkBAECjCD5hgis3AwDQPIJPmKC5GQCA5hF8wkRpTfBhxAcAgMYRfMJE7YgPPT4AADSG4BMmfLesYMQHAIBG+TU88Ic//CHgN542bZocDkfAX4eWKWOqCwCAZvkVfO666y6dc845iojw76B65MgRTZgwgeDTTtweQ06XRxJTXQAANMXvo+S2bdt8NwRtDoGnfXmnuSTO6gIAoCl+9fjcd999io2N9ftN77nnHnXv3r3FRSEw3sZmi0WyR9K2BQBAY/wa8bnvvvsCetPFixe3qBi0TNkZV222WCwhrgYAgI6L4YEwQGMzAAD+CbgT9uTJk/rf//1fbdiwQcePH5fH46mz/rvvvgtacfBPeVV1jw/9PQAANC3g4DNlyhTt379fv/jFL9S7d2+mVjqAUmfNiI+N4AMAQFMCDj4ffvihPvroI40YMaIt6kELlHGfLgAA/BJwj8/AgQNVXl7eFrWghbxTXTF2ruEDAEBTAg4+Tz75pH7zm99o06ZNOnnypIqLi+s80P58zc1MdQEA0KSAhwgSEhJUXFyssWPH1lluGIYsFovcbnfQioN/ypnqAgDALwEHn1tuuUU2m00vvvgizc0dRO3p7Ex1AQDQlICPlF988YV27typAQMGtEU9aIHSSk5nBwDAHwH3+Fx88cU6cuRIW9SCFmKqCwAA/wQ84vPLX/5S8+bN069+9SsNGzZMNputzvrhw4cHrTj4p/Z0dqa6AABoSsBHykmTJkmSpk+f7ltmsVhobg4hRnwAAPBPwMGnoKCgLepAK5TV9Phwry4AAJoWcPDp169fW9SBVihlxAcAAL/41dz89ttvq6qqyu83/X//7/9xded2xFQXAAD+8Sv4/PjHP9apU6f8ftObb75ZhYWFLa0JASrznc5OczMAAE3x60hpGIaysrJkt9v9etOKiopWFYXAMOIDAIB//Ao+t956a0BvessttyguLq5FBSFwZVUEHwAA/OFX8Hnuuefaug60QpmTW1YAAOCPgK/cjI7F5fao0u2RJHXl7uwAADSJ4GNy3mkuSepqJ/gAANAUgo/JeRubI6wWRUXw1wkAQFM4Upqc7z5dtghZLJYQVwMAQMdG8DG5Uie3qwAAwF8tOg1o3bp1WrdunY4fPy6Px1Nn3cqVK4NSGPxTzqnsAAD4LeDgc//992vp0qW6+OKLlZyczPRKiPmmujiVHQCAZgV8tHz66ae1atUqTZkypS3qQYDKfberYMQHAIDmBNzjU1lZqUsvvbQtakELeEd86PEBAKB5AQef2267TS+++GJb1IIWKOU+XQAA+M2vqa758+f7nns8Hj3zzDP64IMPNHz4cNlstjrbrlixIrgV1khNTdU333xTZ1lOTo4WLVokSTp06JDS0tLqfV1+fr4uueSSNqmpIyjnzuwAAPjNr6Plzp0767y+8MILJUlffPFF0AtqytKlSzVjxgzfa4fDUW+bDz74QEOGDPG97tGjR7vUFipMdQEA4D+/gs+GDRvaug6/OBwOJSUlNblNjx49mt0mnHiv3BxD8AEAoFkB9/hMnz5dp0+frre8tLRU06dPD0pRjcnNzVWPHj2UkZGh5cuXy+Vy1dvmRz/6kXr16qXLL79cb7/9drPv6XQ6VVxcXOdhJrUjPkx1AQDQnICDz/PPP6/y8vJ6y8vLy/WXv/wlKEU1ZO7cucrLy9OGDRs0c+ZMPfjgg1q4cKFvfWxsrB555BG9+uqr+tvf/qbLL79cN9xwQ7PhJycnR/Hx8b5HSkpKm/0MbaGU09kBAPCbxTAMw58Ni4uLZRiGunXrpq+//lqJiYm+dW63W2vWrNGiRYt09OhRv7/5okWLtGzZsia32bNnjwYOHFhv+cqVKzVz5kyVlJTIbrc3+LVTp05VQUGBPvzww0bf3+l0yul0+l4XFxcrJSVFRUVFiouL8/MnCZ07/rpdf//imJZOHKKpo1JDXQ4AACFRXFys+Pj4Zo/ffs+PJCQkyGKxyGKxqH///vXWWywW3X///QEVuWDBAmVlZTW5TXp6eoPLR44cKZfLpUOHDmnAgAGNbvP+++83+f52u73R4GQGvqkuGyM+AAA0x+/gs2HDBhmGobFjx+q1115T9+7dfeuioqLUr18/9enTJ6BvnpiYWGfkKBC7du2S1WpVr169mtwmOTm5Re9vFr7mZjs9PgAANMfvo+Xo0aMlSQUFBUpJSZHV2n43ds/Pz9fWrVt11VVXyeFwKD8/X9nZ2Zo8ebK6desmqbr3KCoqShkZGZKk119/XStXrtSzzz7bbnWGQlkVd2cHAMBfAQ8T9OvXT//973/15z//WXv27JEkDR48WNOmTaszChRMdrtdeXl5WrJkiZxOp9LS0pSdnV3nwoqS9Lvf/U7ffPONIiMjNXDgQL388sv66U9/2iY1dRS+m5Qy1QUAQLP8bm72+sc//qHrr79e8fHxuvjiiyVJ27dv16lTp7RmzRpdeeWVbVJoe/G3OaqjuOTBdTpWXKE1d16uYefEh7ocAABCIujNzV5z5szRpEmT9NRTTykionqUwe12a/bs2ZozZ44+//zzlleNgJVVMtUFAIC/Am7U2b9/vxYsWOALPZIUERGh+fPna//+/UEtDs0rr/I2NxN8AABoTsDBJzMz09fbc6Y9e/ZoxIgRQSkK/qlye1Tlrp6p7GrjrC4AAJoT8NFy7ty5mjdvnvbv3++76/mWLVv0xBNPKDc3V5999plv2+HDhwevUtTjbWyWmOoCAMAfATc3N3cau8VikWEYslgscrvdTW7bEZmpubmwqFyjctYr0mrR/gf/J9TlAAAQMm3W3FxQUNCqwhA8tTcoZbQHAAB/tOg6PugYfFdt5s7sAAD4pUWXX37hhRd02WWXqU+fPvrmm28kSY8++qjeeuutoBaHpvkuXsiIDwAAfgk4+Dz11FOaP3++/ud//kenTp3y9fEkJCTo0UcfDXZ9aALX8AEAIDABB5/HH39cf/rTn/Sb3/ymzrV8Lr74Yi5e2M4Y8QEAIDABB5+CggLfjUDPZLfbVVpaGpSi4J/a5mZ6fAAA8EfAwSctLU27du2qt/ydd97RoEGDglET/FReM9XFDUoBAPBPwEMF8+fP15w5c1RRUSHDMPTJJ5/opZdeUk5Ojp599tm2qBGN8E11cbsKAAD8EnDwue2229SlSxfde++9Kisr089//nP16dNHjz32mG6++ea2qBGNoMcHAIDAtKg55JZbbtEtt9yisrIylZSUqFevXsGuC37wntXVlR4fAAD80qojZteuXdW1a9dg1YIA+Zqb6fEBAMAvfgWfjIwMWSwWv95wx44drSoI/itnqgsAgID4FXxuuOEG3/OKigo9+eSTGjx4sEaNGiWp+u7sX375pWbPnt0mRaJhtc3NTHUBAOAPv46Y9913n+/5bbfdprlz5+p3v/tdvW2OHDkS3OrQpLKqmuDDVBcAAH4J+Do+r776qqZOnVpv+eTJk/Xaa68FpSj4p8zpbW4m+AAA4I+Ag0+XLl308ccf11v+8ccfKzo6OihFwT+1V24m+AAA4I+Am0Puuusu3XHHHdqxY4e+//3vS5K2bt2qlStX6re//W3QC0Tjyr1TXZzODgCAXwI+Yi5atEjp6el67LHH9Ne//lWSNGjQID333HO66aabgl4gGld7HR9GfAAA8EeLhgpuuukmQk4HwJWbAQAITMA9PugYDMM44zo+THUBAOAPgo9JVbo9cnkMSTQ3AwDgL4KPSXlHeySmugAA8BfBx6S8/T22CItsEfw1AgDgj4CPmBUVFY2uKywsbFUx8F8Z/T0AAAQs4OCTmZmpXbt21Vv+2muvafjw4cGoCX7gBqUAAAQu4OAzZswYXXLJJVq2bJkkqbS0VFlZWZoyZYruueeeoBeIhpXWXMOHxmYAAPwX8DzJk08+qeuuu0633Xab1q5dq8LCQsXGxuqTTz7R0KFD26JGNIARHwAAAteiBpFrr71WN954o5566ilFRkZqzZo1hJ525uvxsdHjAwCAvwKe6jpw4IBGjRqltWvX6t1339XChQv1ox/9SAsXLlRVVVVb1IgG+G5XYWfEBwAAfwUcfC688EKlpaVp9+7d+sEPfqDf//732rBhg15//XXfTUvR9mpvUErwAQDAXwEHnyeffFJ5eXlKSEjwLbv00ku1c+dOZWZmBrM2NKHUWR18ujDVBQCA3wIOPlOmTGlwucPh0J///OdWFwT/lHNndgAAAtbi4YKvvvpKhw8fVmVlpW+ZxWLR9ddfH5TC0DTuzA4AQOACDj4HDx7Uj3/8Y33++eeyWCwyjOobZVosFkmS2+1u6ssRJGVVXLkZAIBABTzVNW/ePKWlpen48ePq2rWrvvzyS/3jH//QxRdfrI0bN7ZBiWgI1/EBACBwAQ8X5Ofna/369erZs6esVqusVqsuv/xy5eTkaO7cudq5c2db1ImzlDq5cjMAAIEKeMTH7XbL4XBIknr27KmjR49Kkvr166d9+/YFt7ozpKamymKx1Hnk5ubW2cYwDD388MPq37+/7Ha7+vbtqwceeKDNagolTmcHACBwAY/4DB06VLt371ZaWppGjhyphx56SFFRUXrmmWeUnp7eFjX6LF26VDNmzPC99gYwr3nz5um9997Tww8/rGHDhum7777Td99916Y1hQrNzQAABC7g4HPvvfeqtLRUUnUQmTBhgq644gr16NFDL7/8ctALPJPD4VBSUlKD6/bs2aOnnnpKX3zxhQYMGCBJSktLa9N6Qqk2+NDcDACAvwKe6rr66qt14403SpLOP/987d27VydOnNDx48c1duzYoBd4ptzcXPXo0UMZGRlavny5XC6Xb92aNWuUnp6utWvXKi0tTampqbrtttuaHfFxOp0qLi6u8zADruMDAEDggjJc0L1792C8TZPmzp2rzMxMde/eXZs3b9bixYtVWFioFStWSKo+zf6bb77Rq6++qr/85S9yu93Kzs7WT3/6U61fv77R983JydH999/f5vUHW2nNiA/NzQAA+M9ieC/E04zp06f79YYrV670+5svWrRIy5Yta3KbPXv2aODAgQ1+n5kzZ6qkpER2u1233367/vSnP2nfvn3q37+/JGnHjh266KKLtHfvXt/019mcTqecTqfvdXFxsVJSUlRUVKS4uDi/f5b2NvS+d1XidGnD3WOU1jMm1OUAABBSxcXFio+Pb/b47feIz6pVq9SvXz9lZGTIz6zUrAULFigrK6vJbRprmB45cqRcLpcOHTqkAQMGKDk5WZGRkb7QI0mDBg2SJB0+fLjR4GO322W321v2A4SIYRi1d2dnxAcAAL/5HXzuuOMOvfTSSyooKNC0adM0efLkVk9xJSYmKjExsUVfu2vXLlmtVvXq1UuSdNlll8nlcunAgQM677zzJEn//Oc/JVWfah9OnC6PPDXZk6kuAAD853dz8xNPPKHCwkItXLhQa9asUUpKim666Sa9++67QRsBakx+fr4effRR7d69WwcPHtTq1auVnZ2tyZMnq1u3bpKk8ePHKzMzU9OnT9fOnTu1fft2zZw5Uz/4wQ/qjAKFA+9VmyWpq43gAwCAvwI6q8tut+tnP/uZ3n//fX311VcaMmSIZs+erdTUVJWUlLRVjbLb7crLy9Po0aM1ZMgQPfDAA8rOztYzzzzj28ZqtWrNmjXq2bOnrrzySl133XUaNGiQ8vLy2qyuUCmtmeaKirQqMiLgE/MAAOi0WnxWl9Vq9d2ktK1vTJqZmaktW7Y0u12fPn302muvtWktHQH36QIAoGUCGi5wOp166aWXfNNHn3/+uf74xz/q8OHDio2NbasacRbfxQuZ5gIAICB+j/jMnj1beXl5SklJ0fTp0/XSSy+pZ8+ebVkbGlHGNXwAAGgRv4PP008/rXPPPVfp6enatGmTNm3a1OB2r7/+etCKQ8PKq6p7fGLs3K4CAIBA+H3knDp1qiwWS1vWAj/5RnyY6gIAICABXcAQHUOZk+ZmAABagnOhTaj2qs1MdQEAEAiCjwmVVdHcDABASxB8TMh7HZ8Ygg8AAAEh+JhQ7ensTHUBABAIgo8JcWd2AABahuBjQmXcsgIAgBYh+JgQV24GAKBlCD4mVNvcTI8PAACBIPiYkLfHhxEfAAACQ/AxIXp8AABoGYKPCRF8AABoGYKPCdXepJQeHwAAAkHwMaFyruMDAECLEHxMxjAM3726utoJPgAABILgYzIVVR4ZRvVz7s4OAEBgCD4m4z2VXZK62BjxAQAgEAQfk/E2NtsjrYqwWkJcDQAA5kLwMZnyKk5lBwCgpQg+JlN7DR/6ewAACBTBx2TKnJzKDgBASxF8TIarNgMA0HIEH5PxXsOHG5QCABA4go/J1F61mR4fAAACRfAxGaa6AABoOYKPyRB8AABoOYKPyZQx1QUAQIsRfEzGO+JDczMAAIEj+JhMuXeqi/t0AQAQMIKPyfh6fOxMdQEAECiCj8nQ3AwAQMsRfEymtrmZ4AMAQKAIPibja26mxwcAgIARfEymnLuzAwDQYgQfkymrqp7q4nR2AAACR/AxGe+IT4yd4AMAQKAIPiZT6vRex4epLgAAAmWa4JOamiqLxVLnkZub61u/ZMmSeustFotiYmJCWHVweTyGyqu4cjMAAC1lqmGDpUuXasaMGb7XDofD9/zuu+/WrFmz6mw/btw4fe9732u3+tpahcvte87p7AAABM5UwcfhcCgpKanBdbGxsYqNjfW93r17t7766is9/fTT7VVem/Oeyi5xOjsAAC1hmqkuScrNzVWPHj2UkZGh5cuXy+VyNbrts88+q/79++uKK65o8j2dTqeKi4vrPDqq8jOu4WO1WkJcDQAA5mOaEZ+5c+cqMzNT3bt31+bNm7V48WIVFhZqxYoV9batqKjQ6tWrtWjRombfNycnR/fff39blBx0pVy1GQCAVgnpiM+iRYsabEg+87F3715J0vz58zVmzBgNHz5cs2bN0iOPPKLHH39cTqez3vu+8cYbOn36tG699dZma1i8eLGKiop8jyNHjgT95wwW31WbCT4AALRISEd8FixYoKysrCa3SU9Pb3D5yJEj5XK5dOjQIQ0YMKDOumeffVYTJkxQ7969m63BbrfLbrf7XXMolXODUgAAWiWkwScxMVGJiYkt+tpdu3bJarWqV69edZYXFBRow4YNevvtt4NRYodSO+JjmhlKAAA6FFMcQfPz87V161ZdddVVcjgcys/PV3Z2tiZPnqxu3brV2XblypVKTk7WtddeG6Jq2473zuwxjPgAANAipgg+drtdeXl5WrJkiZxOp9LS0pSdna358+fX2c7j8WjVqlXKyspSRET4hYMyproAAGgVUwSfzMxMbdmypdntrFZrh25Obi2mugAAaB1TXcensyv3ns7OxQsBAGgRgo+JcDo7AACtQ/AxEW/wibETfAAAaAmCj4mU+a7cTI8PAAAtQfAxkbIz7tUFAAACR/AxEa7cDABA6xB8TITmZgAAWofgYyJlVd4RH3p8AABoCYKPiZRzywoAAFqF4GMipU6mugAAaA2Cj4mUM9UFAECrEHxMpPY6Poz4AADQEgQfk/B4DFVUeSQx1QUAQEsRfEzCO80lSTFMdQEA0CIEH5MorZnmslikaBt/bQAAtARHUJMoP+N2FRaLJcTVAABgTgQfkyjjdhUAALQawcckuF0FAACtR/AxCe9UF43NAAC0HMHHJLzNzYz4AADQcgQfkyinxwcAgFYj+JiEr8fHxlQXAAAtRfAxCW5XAQBA6xF8TIKpLgAAWo/gYxKlldyZHQCA1iL4mEQ5U10AALQawcckuIAhAACtR/AxibIqenwAAGgtgo9J0NwMAEDrEXxMotTp7fGhuRkAgJYi+JhEOVNdAAC0GsHHJGhuBgCg9Qg+JlHOdXwAAGg1go9JcMsKAABaj+BjEmWc1QUAQKsRfEzA7THkdHkkMdUFAEBrEHxMwDvNJTHiAwBAaxB8TMDb2GyxSPZI/soAAGgpjqIm4OvvsUXIYrGEuBoAAMyL4GMCvuBjp78HAIDWIPiYAKeyAwAQHKYJPqmpqbJYLHUeubm5dbZ59913dckll8jhcCgxMVE/+clPdOjQodAUHES+qzbbCD4AALSGaYKPJC1dulSFhYW+xy9/+UvfuoKCAk2cOFFjx47Vrl279O677+rEiRO68cYbQ1hxcHANHwAAgsNUTSMOh0NJSUkNrtu+fbvcbrd+//vfy2qtznN33323Jk6cqKqqKtlstvYsNajKq7gzOwAAwWCqEZ/c3Fz16NFDGRkZWr58uVyu2uvbXHTRRbJarXruuefkdrtVVFSkF154QePHj28y9DidThUXF9d5dDTcoBQAgOAwTfCZO3eu8vLytGHDBs2cOVMPPvigFi5c6Fuflpam9957T/fcc4/sdrsSEhL0r3/9S6+88kqT75uTk6P4+HjfIyUlpa1/lICVOauDTwzBBwCAVglp8Fm0aFG9huWzH3v37pUkzZ8/X2PGjNHw4cM1a9YsPfLII3r88cfldDolSceOHdOMGTN066236tNPP9WmTZsUFRWln/70pzIMo9EaFi9erKKiIt/jyJEj7fKzB6J2xIepLgAAWiOkR9IFCxYoKyuryW3S09MbXD5y5Ei5XC4dOnRIAwYM0BNPPKH4+Hg99NBDvm3++te/KiUlRVu3btUll1zS4PvY7XbZ7fYW/wztoayK09kBAAiGkAafxMREJSYmtuhrd+3aJavVql69ekmSysrKfE3NXhER1UHB4/G0rtAQK+esLgAAgsIUPT75+fl69NFHtXv3bh08eFCrV69Wdna2Jk+erG7dukmSrrvuOn366adaunSpvv76a+3YsUPTpk1Tv379lJGREeKfoHVobgYAIDhMEXzsdrvy8vI0evRoDRkyRA888ICys7P1zDPP+LYZO3asXnzxRb355pvKyMjQNddcI7vdrnfeeUddunQJYfWt571ycww9PgAAtIopjqSZmZnasmVLs9vdfPPNuvnmm9uhovbFiA8AAMFhihGfzo4rNwMAEBwEHxOguRkAgOAg+JiAt8eni80UM5MAAHRYBB8T8E51xdgZ8QEAoDUIPiZAjw8AAMFB8DGBcm5ZAQBAUBB8OjiX26NKd/WVp7vaGPEBAKA1CD4dXFmV2/ec6/gAANA6BJ8OrsxZHXwirBbZI/nrAgCgNTiSdnDeU9m72iJksVhCXA0AAOZG8OnguF0FAADBQ/Dp4MqrOJUdAIBgIfh0cGWcyg4AQNAQfDq4cm+PDyM+AAC0GsMI7eRf/y1r4deVSyL4AAAQDASfdjL2kU2qdHla/PUEHwAAWo/g007skVa19GT0qEirrh2aHNR6AADojAg+7eTzJVeHugQAADo9mpsBAECnQfABAACdBsEHAAB0GgQfAADQaRB8AABAp0HwAQAAnQbBBwAAdBoEHwAA0GkQfAAAQKdB8AEAAJ0GwQcAAHQaBB8AANBpEHwAAECnQfABAACdRmSoC+hoDMOQJBUXF4e4EgAA4C/vcdt7HG8Mwecsp0+fliSlpKSEuBIAABCo06dPKz4+vtH1FqO5aNTJeDweHT16VA6HQxaLJWjvW1xcrJSUFB05ckRxcXFBe99wwj5qHvuoaeyf5rGPmsc+alpH3T+GYej06dPq06ePrNbGO3kY8TmL1WrVOeec02bvHxcX16E+KB0R+6h57KOmsX+axz5qHvuoaR1x/zQ10uNFczMAAOg0CD4AAKDTIPi0E7vdrvvuu092uz3UpXRY7KPmsY+axv5pHvuoeeyjppl9/9DcDAAAOg1GfAAAQKdB8AEAAJ0GwQcAAHQaBB8AANBpEHzayRNPPKHU1FRFR0dr5MiR+uSTT0JdUoewZMkSWSyWOo+BAweGuqyQ+sc//qHrr79effr0kcVi0ZtvvllnvWEY+t///V8lJyerS5cuGj9+vL7++uvQFBsize2jrKysep+ra665JjTFhkBOTo6+973vyeFwqFevXrrhhhu0b9++OttUVFRozpw56tGjh2JjY/WTn/xE3377bYgqbn/+7KMxY8bU+xzNmjUrRBW3v6eeekrDhw/3Xahw1KhR+vvf/+5bb9bPEMGnHbz88suaP3++7rvvPu3YsUMjRozQ1VdfrePHj4e6tA5hyJAhKiws9D0++uijUJcUUqWlpRoxYoSeeOKJBtc/9NBD+sMf/qCnn35aW7duVUxMjK6++mpVVFS0c6Wh09w+kqRrrrmmzufqpZdeascKQ2vTpk2aM2eOtmzZovfff19VVVX64Q9/qNLSUt822dnZWrNmjV599VVt2rRJR48e1Y033hjCqtuXP/tIkmbMmFHnc/TQQw+FqOL2d8455yg3N1fbt2/Xtm3bNHbsWE2cOFFffvmlJBN/hgy0ue9///vGnDlzfK/dbrfRp08fIycnJ4RVdQz33XefMWLEiFCX0WFJMt544w3fa4/HYyQlJRnLly/3LTt16pRht9uNl156KQQVht7Z+8gwDOPWW281Jk6cGJJ6OqLjx48bkoxNmzYZhlH9mbHZbMarr77q22bPnj2GJCM/Pz9UZYbU2fvIMAxj9OjRxrx580JXVAfUrVs349lnnzX1Z4gRnzZWWVmp7du3a/z48b5lVqtV48ePV35+fggr6zi+/vpr9enTR+np6brlllt0+PDhUJfUYRUUFOjYsWN1Pk/x8fEaOXIkn6ezbNy4Ub169dKAAQN0xx136OTJk6EuKWSKiookSd27d5ckbd++XVVVVXU+RwMHDtS5557baT9HZ+8jr9WrV6tnz54aOnSoFi9erLKyslCUF3Jut1t5eXkqLS3VqFGjTP0Z4ialbezEiRNyu93q3bt3neW9e/fW3r17Q1RVxzFy5EitWrVKAwYMUGFhoe6//35dccUV+uKLL+RwOEJdXodz7NgxSWrw8+Rdh+pprhtvvFFpaWk6cOCA7rnnHl177bXKz89XREREqMtrVx6PR3fddZcuu+wyDR06VFL15ygqKkoJCQl1tu2sn6OG9pEk/fznP1e/fv3Up08fffbZZ/r1r3+tffv26fXXXw9hte3r888/16hRo1RRUaHY2Fi98cYbGjx4sHbt2mXazxDBByF17bXX+p4PHz5cI0eOVL9+/fTKK6/oF7/4RQgrg5ndfPPNvufDhg3T8OHDdd5552njxo0aN25cCCtrf3PmzNEXX3zR6XvnmtLYPrr99tt9z4cNG6bk5GSNGzdOBw4c0HnnndfeZYbEgAEDtGvXLhUVFen//u//dOutt2rTpk2hLqtVmOpqYz179lRERES9Tvdvv/1WSUlJIaqq40pISFD//v21f//+UJfSIXk/M3yeApOenq6ePXt2us/VnXfeqbVr12rDhg0655xzfMuTkpJUWVmpU6dO1dm+M36OGttHDRk5cqQkdarPUVRUlM4//3xddNFFysnJ0YgRI/TYY4+Z+jNE8GljUVFRuuiii7Ru3TrfMo/Ho3Xr1mnUqFEhrKxjKikp0YEDB5ScnBzqUjqktLQ0JSUl1fk8FRcXa+vWrXyemvCvf/1LJ0+e7DSfK8MwdOedd+qNN97Q+vXrlZaWVmf9RRddJJvNVudztG/fPh0+fLjTfI6a20cN2bVrlyR1ms9RQzwej5xOp7k/Q6Huru4M8vLyDLvdbqxatcr46quvjNtvv91ISEgwjh07FurSQm7BggXGxo0bjYKCAuPjjz82xo8fb/Ts2dM4fvx4qEsLmdOnTxs7d+40du7caUgyVqxYYezcudP45ptvDMMwjNzcXCMhIcF46623jM8++8yYOHGikZaWZpSXl4e48vbT1D46ffq0cffddxv5+flGQUGB8cEHHxiZmZnGBRdcYFRUVIS69HZxxx13GPHx8cbGjRuNwsJC36OsrMy3zaxZs4xzzz3XWL9+vbFt2zZj1KhRxqhRo0JYdftqbh/t37/fWLp0qbFt2zajoKDAeOutt4z09HTjyiuvDHHl7WfRokXGpk2bjIKCAuOzzz4zFi1aZFgsFuO9994zDMO8nyGCTzt5/PHHjXPPPdeIiooyvv/97xtbtmwJdUkdwqRJk4zk5GQjKirK6Nu3rzFp0iRj//79oS4rpDZs2GBIqve49dZbDcOoPqX9t7/9rdG7d2/Dbrcb48aNM/bt2xfaottZU/uorKzM+OEPf2gkJiYaNpvN6NevnzFjxoxO9YtGQ/tGkvHcc8/5tikvLzdmz55tdOvWzejatavx4x//2CgsLAxd0e2suX10+PBh48orrzS6d+9u2O124/zzzzd+9atfGUVFRaEtvB1Nnz7d6NevnxEVFWUkJiYa48aN84UewzDvZ8hiGIbRfuNLAAAAoUOPDwAA6DQIPgAAoNMg+AAAgE6D4AMAADoNgg8AAOg0CD4AAKDTIPgAAIBOg+ADAAA6DYIPAJwhNTVVjz76aKjLANBGCD4AQiYrK0s33HCDJGnMmDG666672u17r1q1SgkJCfWWf/rpp7r99tvbrQ4A7Ssy1AUAQDBVVlYqKiqqxV+fmJgYxGoAdDSM+AAIuaysLG3atEmPPfaYLBaLLBaLDh06JEn64osvdO211yo2Nla9e/fWlClTdOLECd/XjhkzRnfeeafuuusu9ezZU1dffbUkacWKFRo2bJhiYmKUkpKi2bNnq6SkRJK0ceNGTZs2TUVFRb7vt2TJEkn1p7oOHz6siRMnKjY2VnFxcbrpppv07bff+tYvWbJEF154oV544QWlpqYqPj5eN998s06fPt22Ow1AixB8AITcY489plGjRmnGjBkqLCxUYWGhUlJSdOrUKY0dO1YZGRnatm2b3nnnHX377be66aab6nz9888/r6ioKH388cd6+umnJUlWq1V/+MMf9OWXX+r555/X+vXrtXDhQknSpZdeqkcffVRxcXG+73f33XfXq8vj8WjixIn67rvvtGnTJr3//vs6ePCgJk2aVGe7AwcO6M0339TatWu1du1abdq0Sbm5uW20twC0BlNdAEIuPj5eUVFR6tq1q5KSknzL//jHPyojI0MPPvigb9nKlSuVkpKif/7zn+rfv78k6YILLtBDDz1U5z3P7BdKTU3V73//e82aNUtPPvmkoqKiFB8fL4vFUuf7nW3dunX6/PPPVVBQoJSUFEnSX/7yFw0ZMkSffvqpvve970mqDkirVq2Sw+GQJE2ZMkXr1q3TAw880LodAyDoGPEB0GHt3r1bGzZsUGxsrO8xcOBASdWjLF4XXXRRva/94IMPNG7cOPXt21cOh0NTpkzRyZMnVVZW5vf337Nnj1JSUnyhR5IGDx6shIQE7dmzx7csNTXVF3okKTk5WcePHw/oZwXQPhjxAdBhlZSU6Prrr9eyZcvqrUtOTvY9j4mJqbPu0KFDmjBhgu644w498MAD6t69uz766CP94he/UGVlpbp27RrUOm02W53XFotFHo8nqN8DQHAQfAB0CFFRUXK73XWWZWZm6rXXXlNqaqoiI/3/72r79u3yeDx65JFHZLVWD2y/8sorzX6/sw0aNEhHjhzRkSNHfKM+X331lU6dOqXBgwf7XQ+AjoOpLgAdQmpqqrZu3apDhw7pxIkT8ng8mjNnjr777jv97Gc/06effqoDBw7o3Xff1bRp05oMLeeff76qqqr0+OOP6+DBg3rhhRd8Tc9nfr+SkhKtW7dOJ06caHAKbPz48Ro2bJhuueUW7dixQ5988ommTp2q0aNH6+KLLw76PgDQ9gg+ADqEu+++WxERERo8eLASExN1+PBh9enTRx9//LHcbrd++MMfatiwYbrrrruUkJDgG8lpyIgRI7RixQotW7ZMQ4cO1erVq5WTk1Nnm0svvVSzZs3SpEmTlJiYWK85WqqesnrrrbfUrVs3XXnllRo/frzS09P18ssvB/3nB9A+LIZhGKEuAgAAoD0w4gMAADoNgg8AAOg0CD4AAKDTIPgAAIBOg+ADAAA6DYIPAADoNAg+AACg0yD4AACAToPgAwAAOg2CDwAA6DQIPgAAoNP4/1Ah5YeObnO9AAAAAElFTkSuQmCC\n", + "text/plain": [ + "<Figure size 640x480 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(recorder['water_depth'].min((1)))\n", + "plt.plot([0,recorder['water_depth'].shape[0]],[maximum_water_depth, maximum_water_depth])\n", + "plt.xlabel('Iteration')\n", + "plt.ylabel('Max depth [m]')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can also visualize the initial vs optimized layout as countour plots that show the water depth. Note how it is clear how the optimized positions do not cross the boundary set for the water depth." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 312 + }, + "id": "RNHPmnZN4MpG", + "outputId": "dbd9f647-0aab-4d12-c4e4-b02996779c64" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Max Water Depth Boundary: -52 m')" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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lbWoiEaEe9kwNcWdqiAe2ZsNPXBX1zUSn5hOdksfN3FJ6JQPHrK2pzhgPRyb6uTDRxwVnq/89a1BKcSVrvv0Te1MjzryuuNi8F04kZfL3/afQ19bi9AsPYT7I0iyRSln+227SKqpZMzqId+bJk6JPLsXw67Wb2BkZcvLRDehrDYzBp7Ozefr4cUTAnytXMqbPFdTQ0cGCfTsob2lhjrsnP8xZKLt3v7udwGc3Y9FW1+DIkrX4mlsB0CuRsPrMbm5WlxFmac/eOQ+i0bew6xL3Mv/Ub+Q317PBK4x3Rs+WO8aGrnZmnPmOlp4uPgpbxDKXYO7GJ6mn2FmQQKSVJ9+PW6/0Ou0siOGbrFPMsgni/ZDVgIr4/GX0X7jcqjzcrdwU2jvEXRwri+Zw6QXaxB0AeBu6sMFlIUEmXgr9+1HV2cCfRRc5WX6Nnj7LkJ+RM6/4rsJJX9H9BHCpKo33Uw7S0tuJvro2rwUsYZat4k2isF1lBm/fOUpjTzs66pr8w38uy51HK+279vIf3Kgt5tXAmTzspejC6kdRSwNTo35ES02dtJV/V2oGl0ilTD/yKwXNDbw3bibrfUYp9PnsRgzfJV7FRt+Acyselq0e+vHP6PPsSk3CXFeXk6s3YKVvIGtLrapixZ49dIvF/D0igifGjpXbtqK5hdU791Le3IKvlSU7H1yOkc6AhebzC7H8Gn8TgH/Nn86qsCDZtjHZhTyz6xg9YjFzA734ePlcNNSFc8wsr+Hhn/bT3NHFBC9nvntokcwl1tndy1M/HeJWXhnmhnps/9sqHCxMZPs9dyubV7ecQCqFJxeGs3newDVu7+zmqU8PkFZQiYOVMdvfWouhnjxh+Xb3ZXadvIW5sT67P9qA8RCre6lUyoaX/iC/uJYXHpnG8rmK114Zlm36kdr6Vn79cgPe7srvw5EgJjabt/51GHV1NX79YROurpb33uj/EO3tXaSml5GULFiFMrMq6O2Vn+xNjPUIDHQgONCRsFEuuDhbKN1XenYFew5d53JCNv0jqZ+XLWuWjSVinAfqffeRVCrlelIhO49c53bqILI0ypW1i8cS4ucwLNGqqmvpI0E1ZBdXk1tUQ2l1k9L+utqaeDhZyFmGPBwt0NFWJCN3QyyRUNvYNkCMauUJUmVdM109iu6zu2FmpIe9pTGRIe7MHe+Djbn8RCSVSsmvqOPSnTwu3skl8y4Ljq+TFdNCPJka4o6brXK5QD9aOrq4ll1MXEYhsemFVDe1yrU7Whgz0deVCF8XRns6oKuElP13IbOsmuVf7cLKSJ+Lbz52X9t294pZ+PUflDQ08dz0CTwxVV56cCQ5nVeOnMFAW4uzzzwkt7jLrK5hye+7EEul/Lx8MdM8BuavqtZW5m3fTmNnJ0+MGcPf+8osSaRSHj1+mEtFBbgYm3B05TqM+qxA8WVFrDu5H4lUyieT57DSO1C2v2+T4vn8TgwGmlqcWvgQjoYmsrbv0+L4POkyFjr6nF/wOEZa8mPav5PO8EfudXyMrTk8/VHURfJzSXtvFzPOfUZrbxffj11HpLXyefWT9KMcKL7GJrfJPOUlkCsV8fmLGOrCdUt6OF0Rx76SMzT1CA+Vi74d650XMsbMf8gBq7yjjt2FFzhTeVPmCgs0dmW9y0xGm3kp3a5L3MPXWSc5UCxYKPyNHXg/eDX2esNne+7o7eaz9DPsL7oBgI+RLR+HrcDVQPmAXdXRwqSTXyEFLs99Dls9Y6X9QBgMA/d/Rqe4lwsLnsDVSPmx/J5xk3evX8DD2Jxzix9ROL/O3h5mH9hGUXMjmwJG8c6E6QrtS/f/SWZdDeH2juxYvFyOZO28c4e3L14E4PM5c1ji5ye3fWF9A2t27aO2rZ0wBzu2rhyw0EilUj4+d4Xfr94G4INFs3ggxF+2bXRmPs/9GUWvWMKCYB8+fGC27LsTC8t57JeDdPT0MivIk0/XDriumts7eeTb/WSX1+JoYcwfz6/C3GjALbon+g6f7BV0L288OJ0HIgcIV2NLBxvf20V5bTMRwW58/uxiuZV6Z3cPG/+5i6LyemaFe/Ovp+cP+RvtP3Gbr36/iIezJds+2zAi19LGZ36noLiWL99bSVjwX6sf19rWxUOP/kZtXSvr1oTzyEOT7r3RfxFtbV3cupFPW1sXXt62OLtYoDFC14sydHX1kJ5R3ucaKyU9o4yurl65PgH+9ixZNIpJEd5oaip+V2l5A3uP3ODUhVS6+4iBg50pq5eMYfY0f7QHuV4ycivYffQG0ddyZJYnPw8bls8bhb+nLbZWxjLCNOx1aO8it7RWIENF1eQW15BXUquUmIhE4GRjiqezFR6OFthbm2BvaYy9lTFGBjojdkVKpVLqm9v7iFELFbVNClYjZa60Ud4OzA33ZfpoTwWCD1Be18TFO4I77E5eGYNnJRcbM6YGuzM91ANfJ+thj7XfJRabUUBcRhGJeWVy1iAtDXVGezgQ4evCRF/BGvTf6YbNq6pj8WfbMdXXJeadJ+5r211X7/Dv45ewMNDj9IsPy8YuEPSMs7/bRlVLKy9Nj+CxiWNkbRKplJU79pBUXslsbw++W7pQru3hQ4eIKSrC38qKA2vWoNVn0f7+5jU+uypYdA6tWIOfhWDRqWprZf6hP6jtaGeldyCfTB5wtd+pKeeBUzsRS6V8ETGfZe4BsraS1kZmnfiFLnEvX4QvYonrQBtAUWs9c8/+SK9Uwu8Ra5lorWhc2Fd4g/dTonDSN+PY1OdQEyl/Dv52cxvxtdm87r+UJY7CtVARn7+Iuy+cWCrmQtV1/iw+RW2XIJi01bFkrfM8Ii1HDfmjlLTXsKvwPOeqbiORCg9dqIkHG1xnEmziPuSDVtBazRtJe8htqQRgnWskT3rORFNteH91VlMlr9zeT36rYErf6D6RZ72no6U+9Hbbc6/zftIZRpk7sGfKQ8NfGGDhqS2kNVTxU+QDzHJUXlm+pbuL8ft/oK23m50zVxFh56LQJ6a0kPUn96MmEnFkyTqCLOW1SnkNdSzat4v2nh5eGDeB58bIC9/+HR3N1tu30VBT47clS4h0kf+OzOoa1u7aT3NXFxGuzvz0wCK0+yw0UqmUf5+JZsf1O4iAj5bMZknQAHm6kJHHC38ep1ciYUmoH+8vnSUjIvHZRTy99Sg9YjFLx/jzrxUzZb9jTVMrG7/eS1ldMz4OVmx5djkGOgPWrB+OxfPbqWuoiUR8+tgCpoZ4DBxvURWPfrCHrh4xjy0JZ/Mi+fNNy6tg8zt7kEilfPDcAqaNVb4Cam7pYPHjP9Pd3cuvH67Fz3NojVk/nn5lNykZZfzr1UVMmaD8N70Xvvr2LEejEnGwN2XLzw+j9T+krWhoaCMhLpvYK1kk3iqkZ9DkrqWlgYenNV4+tnj72OHlbYujk/lfdrf19IjJyq4gOaWUO8nF3E4skuluTE31WTA3iIXzQ7C0VBxc6xvaOHQikcMnE2lp7QTAzESPBxaEsWReiJyWqrSigT3Hb3LiUhrd3QNES0tLAxd7M1wczHF1tMDV0RxXB/MREaJesYSSygY5y1B2cQ31Te1DbqOvq4W9lTF2VsbYWQoveytj7K1MsLEwHFZUfTekUinNbZ1U1rWQWVTF6auZ3MoqkREZLQ11IkPcmBvuy4RAV6VaobrmNi4n53MxMZfrWcVyrjcbU0OmhrgzLcSTEA+7e4qw2zq7uZZdTGxGIXHphVQ2tsi125sbEeHrykRfF8Z4OqI3AqvYcCiubWTex79joKPF1feeHvF2bV3dzP5iK/VtHby1aBqrx8pb93+4co2vo+OxNzbi1NMbZWMawK7bSbxz9iL6Wlqc3rwRG8MBS/kfiYn869IltNXVObZuHR7mgvXsRnkpqw/vQyKV8vG0Waz0Eyw6vRIJDx7fy/XKUnzMLDmyZC06fRqctp5u5kdto7ClgYUuvnwzaaHcXLb58n4ulOUw3sqJXdPXKsxzz109wOmyDCKt3dkS8aDCNZBKpSy7/D15LdX83X8O690mDHm9VsZ8SWFbDd+NeZix5sJ4+j9KfMrKynjllVc4deoU7e3teHh48PvvvzN6tHJ3ylA1ryoqKrCxGZj0vv/+ez799FMqKysJDg7m22+/ZWyfO6OwsBBXV1el+9+3bx8rVqwAoLi4mCeffJJLly5hYGDAxo0b+fDDD9HQGNmD23/hGhobSOnOZ1fRCco6BBOsuZYJa5zmMN16PBpqyleXBa2V7Cw6T3TVHSQIl3WMmTfrXWYSaKL8+EH4waPKbvFZRhSd4h5MtfR5J3AF4ZZDu89AEDDvKrjKVxnn6JGIsdQ25P3QpYRbegy7HcDq6G3crivhjaBZQ0ZzDcaL8cc4UpjKS8GTedp/4pD93r52jj8ybzPD0YPfpj2gtM/zF49zNDeDAAtrjixZJ/MP9+NgZhovnz8tRCYsWcF4+4EUAxKplBdOnuR4Vhb6mprsWrmSQGt5N01iWTkb9wgWmtneHny1eL7sO6RSKe+eusifN5MFIrJ0DgsCfGTbnk3L4aW9JxBLpKwYHcA7i2fIHuBzKTm8tOMEEqmUDZGj+PvCSbK24ppGNn61l/rWdsZ4OvL940tk0VxSqZT3d53ncJwghv7+uWWEeQ6IoaNi0/jX1jOIRPDl80uZGCR/r/y4L5Y/jl3H1EiX3R9txNRIuQj0X9+c5MyVdBZOD+TVJ2cr7TMYr753iPgbefzjmdksmBV0z/53Iy29jGdf2IlUCl98sprQkL9mNRoKlRWNxMZkEXcli7TUUjldjoOjGRYWhmRnV9KuRP+iq6uFp7eNjAh5+9piOwIBszLU1bVy/FQSx0/cobYvqktNTcTECZ4sXhjKqBBnhf22d3Rz4lwK+47epKqmWTgmHU0Wzg5ixaLRWA8iTQ1NbRw4lUjczXyKyuvlSNBg9BMiV0eLPlIkECM7K+N7kry6xjZyigXLUEFZHWXVTZRXN1Hb2DbsdiIRWJkZYmdphJ2liYwg2feRJDNjvXte08r6Fs5czeBkQgb5ZXWyz431dZgx1pu54b4Eudsq3U9LRxexKQVcSsolNrWAzkHXxsRAl8lBbkwL8SDcz0Xmnh4KUqmUvMo64jKKiMso4FZemRyp0lRXJ8zDnom+LkT4uuBqbXbf90tFQzMzP9iCtoY6tz58bsTbfX8xge8vXsXZ3IRjz22Qi2ytaW1j1re/097Tw+fL5sqNV9Wtrcz+9Q9au7p5a+ZU1oeFyNqya2tZsmsXXWIxb0+dyoZQIaq1uauTuXu2U97SwlJvP76YOVe2zYfXLvNz0nUMNLWIWrYBV+MBfdQr8afYm5OMnb4hpxY9jPEgN9b50mweu3IADZEaJ+c9ioexvKfhdl0Jq6O3oYaIozM2422s6Fq/XpvPownb0FXX4tzMlzDSVO7al0glTDr3Dt2SXg5PelnmDfkfIz4NDQ2EhoYydepUnnzySSwtLcnJycHd3R13d+Xiy37ik5WVJXcwVlZWsiRDe/fuZcOGDfz000+MGzeOr776iv3795OVlYWVlRVisZiaGvnIjF9++YVPP/2UiooKDAwMEIvFhISEYGNjI/t8w4YNbN68mQ8++GBE59d/4R6//A5lIiFqw0jDgBVOM5lnG4mWmvLVQG5LGTsKz3OlJln22QQLP9a5zMTXyGnY72zt7eSjtCOcrRC2HWPuzruBK7DQGf6Hq+tq5Z+Jh4irESrIT7b25t3gJZhpK0af3Y2K9iYmn/oGEXB53vPY6N47tPeHtHg+S4pmkbM/X01cPGS/vKY6ph/5Tdj3ssdxGuT/7UdNexvT922hubuLt8Kn8XBgmEKfl8+f5mBmGtb6BpxYvR5z3YHJvqu3l0cOHyahpARzPT32r16Ns4n898QWFPHYAcFC80CgPx/Mm4la3yAmkUp56/h59iemoi4S8fkD85jrN0AyT6Vk8fd9pwQzcUQYL82OlA2AR26k8c99ZwF4ZlY4T8wc0O1klFTxyLcHaOvqZnqQB58+NF+2Iu0VS/j7L1FcTs7HQFebLS+txNN+YHD4aPt5DkYnY6inzfa31uJgNXA+3T29PPTWbvJKapk6xpMPnlugdEC+k17C02/tRVdHk6O/Pom+7vAi+Pe/OMHZ6HSefGgya5aOHbbv3ejpEfP409soKKxlzqwAXnl5aDfcSCGVSiksqCEuJovYK1nk5lTJtXt52zAx0puISd44OVsgEomQSKSUl9WTlVlBVmYF2VkV5GZX0tmp6G4xNNIVSJDPACGysBx5stLeXjFx8TkcPnabpOQBnY6ToxlLFo1i1owA9PW1Fba5GJvFn4euk1c4IG5WFgkGIBZLqKhuoqCkjvySWgpL6ygoqaOorE7mQrsb2loaOPcRon4y5OJgPiJC1NndQ0VNM+XVTZTVCGSovKZJRow67hEBpqOtIWcl6rca9ROjwboiqVRKTkktJxPSOXM1k9qmAdJlb2nM3HBf5oz3xdlGuRi5s7uXaxlFXLyTy5WUfJraOmVtTlYmPLEgnFlh3iO29LV3dXM9u0SwBmUUUl7fLNduZ2YkI0FjvRzR0x7+eQKobW5jynu/oCYSkfzJ30Z0HHWt7cz+Yivt3T18sXo+cwLkF7xvHj/HvtupBNnZsO+R1XL36/NHTnAyM5sgW2v2rV8tG2+6xWIe2L2b9JoaJrm4sHWpEEkrlUp5/uwJonKycDIy5sTqDRj0iaDPFeay+exhAH6csYi5bgNW4FNFWTwZfUQQR89ew3ibgXmto7eHWSd+oaytiSf8wvlHiLyhQyqVsjp6G4n1pSx3CeGDsIUowws39nChMp0VzmN4M0h5H4CazmbmR3+EGiJiZ/1LZoj4HyM+r776KnFxccTExIx0ExnxaWhowOSuyakf48aNY8yYMXz33XeAkEHZ0dGRZ599lldffVXpNqGhoYwaNYotW7YAcOrUKRYsWEB5eTnWfRaAn376iVdeeYWamhq0tO590/ZfuNmnHsPIyIil9tNYbD8FPQ3lzDOruYTtheeIr02TfRZpGch6lxl4Gg6fQAkgvamUN+7soayjHnWRGo97zGCD26QhXWj9iKnK5p93DtPQ3Ya2mgYv+89hpbPyyDBl+D3nKh8mn2O0hRO7J28c0TbnSrN5/MoB/EytOT53+GiF9ef2ElNeyGa/MbwxZprSPrvS7/BG7Dn0NTU5v+IRbA3kcy+0dXezeP8u8hrqmeLsypYFS2XEBaClq4s1+/aRUVODs4kJ+1avxkJP3hJyNiuXZ48cRyKVsml0KK9Pnyy7RhKplDeOneVQUjoaamp8vXw+M3wGLGUHb6by5pFzAPxt5kQemzxADHbE3ObjY5cBeHXxFNZFDOQHup5TwlM/HqZHLGb5hED+uXK67Ds7u3t56puD3Mkrx8JYn21/X4WduaCt6u7p5fGP95GaX4mnoyVbX18tN2lkFVbz8Nu7EYslvPf0PGaGD6z6+iGVSnnw+d8pLq/nH4/PZPHM4cXwX/9ygYPHb7N+5Xg2r4sctu/d2PlnAlt+v4KxsS5/bNmMsdHQYdXDQSKRkpleJrPslJUN5OBRUxMRGOxERKQ3EyK9sLYeWoc2GOJeCcXFtQIRyqwgK7Oc/LxqOfdYP8zM9PHyse0jRHZ4+dhianrvxUNBQQ1Hjydy9nwaHR3dgGBlmjndnyULQxUE3lKplBuJhew6eJ3ElGLZ5+NHu/HgXZFgSs9JLKG8uonCPkJUUFJHYem9CZGLg7mcdcjV0Rxby3sTov5jbmjuoLymkfLq5j5i1CgjRdX1rUiGmT7URCLCg11YPDWQCcGucjossUTCzYwSTiVkcPFWjhzB8ne1Yd4EX2aO8R7SutkjFnM7p4xLd3I5ezOLxj4S5GFnzpMLJzAleGhJwVDnWljdQGx6IbEZBdzKLaNHPHBdNdXVGeVux5Nzwwl1GzpXVlN7JxPf/hGApI+fH1E+pH8fv8Suq3cIsLdm7xNr5I47q6qWJb/sRCKVsnvTSsKcBr47Oq+AzfuPoC4ScWjTg/hZW8naPomJ4ecbNzDV0eHkhg1YGQjur35rurpIxP4H1hDal6+nuLmRBYe209zdxcMBYbw1YWDcrmxrYfaxrTR1d/JkwHheCZssd/yfJUXzQ1o8dnpGnF3wGHp3RR2fKcvg2asH0FXX5Mzsp5QutCvaG5l74UskSDk05Rk8DK0U+vQjqaGIzdd+xlbHhKNT/iH7/H+M+Pj5+TF79mxKS0u5fPky9vb2PPXUU2zevHnIbfqJj7OzM11dXQQEBPDOO+8wcaLgLunu7kZPT48DBw6wZMkS2XYbN26ksbGRo0ePKuzz1q1bjB49mri4OCZMEPyAb731FseOHePOnTuyfgUFBbi5uXH79m1CQ0MV9tPV1UVX14CZvD8B0vdJu1jnuxgjTeUDYGpTATsKznO9PhMAESKmWgWzzmUGrgb31lZIpBJ2F8bxffYZxFIJtjomvBe8miDT4a1DXeIevsw4y+4CQfjsZWTNR6NWDHuTKMOKS1tJqi/jzeA5rPcYc+8NgMKWeqZF/YS2ugapK14e9oG+WJrHwxcOYKSlzdXlT6GnqUg6JVIpy4/t5nZVObNdPPl51hKFPhm1NSzZv4tusZjXJkzisVHyx1rd2sqKPXsobW4m0NqaXStWyIVwAhxKSeOVE4KF5rmIcJ6NGLDQiCUSXj16hmMpmWiqqfHNigVM8x6wXG6Lu8Unp64A8ObCaawZN0AkfjibwA/nrgLw71WzWDx6QCh9/k4OL287jlQKj80ex9PzBnzVzW2dPPL5PvIq6nC2MmXr31dhaiCQhqr6Fjb8axf1ze3MC/flnUfnyA2Cvx1K4LdDCRgZ6PDnRxsxN1G8P3cfvcH3Oy7j427Nlo+Vh4L2Y8uuWP7Ym8CSeSG8+IRikrChUFpWz8OPbaWnR8zrryxg5nT/e280CL29YpISi4iNySI+Jpu6ukG5XbTUCRvtysRIb8InemKi5Bz/Cnp6xBTkV8uIUHZWBQUFNUjEisOflbWRHBHy9rHFYIgUAW1tXZy9kMbRY7cpKh5w4wQFOrJkUSiRE70UhNcZORXsOXSDywnZMvedr5ctDywYhZe7NXY2xiPW1fQTooI+MlRQUkdBaS3FZfXDEiJ7GxMcbEz63k1xtDXF3sYEK3PDEVtMenrFVNY2yyxEZdVNVAz6u3VQ4kJzY30WTPJn4ZQAHKxN5PbT0dXDlcQ8Tiakcy2tCHHfNVFXVyM8wIW54b5MCnFTGiIPgo7nz0uJbD93i9YO4Tv9nK15atEEwn0V3ZAjQXtXDzdySojLFLRBpXVCBJ27jTkHX10/5D7bu7oZ+8/vAbj5wbPo3ON3LKlvZP7Xf9ArlrD1oQcY7y4/Bzyy8xCx+UXM9vXkm0HJCofL2XOtpIS1+/cjBX5YuJDZnp4AFDU1Mn/Pdtp6enhx3ESeHSOMhZ29vSw/tpvU2ipCrWzZu3BAAC2RSll/bi9xFUUEmttwcO46WRtAXlMt8079JqQpUaL/7Bb3Mu/cTxS3NfC0TyTP+09Reh2+zjjHltwYxpi7smXC8JrTU+WJvJ28nzAzN34cO5Be5X6Iz30pEfPz8/nxxx958cUXef3117lx4wbPPfccWlpabNyo3HJga2vLTz/9xOjRo+nq6uK3335jypQpXLt2jVGjRlFbW4tYLJZZafphbW1NZmam0n1u2bIFX19fGekBqKysVLqP/jZl+PDDD3n33XcVPl/nskAp6bnTkMeOwnOyxINqIjVmWI9irfN0nPTvTT4kUgmxNVn8kX+ZlEZh1TfN2p83ApZhOIQ/sx85zVW8evsAOS2C+X+t63j+5jsTbfX7E+OVtjWSVF+GCJhtr2g1GAqO+iZoq2vQJe6lpK0RF8Oho8ym2LvhbGhCUUsjh/PTWesdotBHTSTig8hZLDi4nTOFOZwrzGWmi7w2ydfCkrcjp/JG9Hk+vRrLGDt7Qm0GsoNaGRjw+7JlrNyzh5SqKp45fpxfFi+W848vC/Snpaub989H801sAobaWmwaI4R7q6up8dHi2YglUk6kZfHcgRN8v3Ihkz0Fjc2miWG0dHTxY/Q13ou6iL62FotChHxIT84cT0tnFztiEnlz3zn0tbWZESgc/4wQT95YMZ33913glzPXMDPQY80k4RoY6evw/XPL2PTpHoqqG3j++yP8/Lfl6GprYm1myAdPzOfpzw5wMiEDfzdbVk4fuHabFo3lyq08souq+XDLOT59cbHCADx3ij8//xlDZl4V2QXVeLkOfV/2C21bh8gRowxSqZQvvjpDT4+Y0WEuzJjmd++NgI6Obm5ezycuJour8bm0tg64KfT0tRkX7kFEpDdjxrmhp6c9zJ7+GjQ11fHyFiw7CxYLv39nZw/5uVWCmyyrguyMckpK6qiuaqa6qpnYK1mybSMmeTN/YSjBofITqb6+NksXjWLJwlAS7xRzNOo2sfE5sgSK5mYGLJgXzIL5wViYC1ZNX09b3n1lEaXlDew7epOTF1LJyK7g/S9OAIKly8bKCEc7MxzsTXG0MxX+tjPFysJQTuCsrq6Go61AXCaN9ZR9Phwh6uruJb+4lvziWoXrpKWpjp21MfY2pjjaCqSonyRZWxjJfbemhjqONqY4DuGaKiqvJ+pKKieupFPX1MYfUdf5I+o6o/0cWTQlkMmjPdDW0kBXW5PZ432YPd6HuqY2zl7P4lRCBhmFVcQm5ROblI++jhZTwzyZN8GXUd4OcgsvfR0tHp07jpWTgtlx/ha7LyWSXlTFM98eJtTDnqcWTZDT1I0EetqaTA5wY3KAmxB6X1XPms92kVdZR0ZpNX6OytM/DB57enrF9yQ+35xPoFcsYaKHswLpuZJbSGx+EZpqarw8PUKu7bu4q5Q1N2NnZCi3mGvu7OTl06eRAiv8/WWkp0cs5m9nT9LW08MYO3ueChuwYL+XcJHU2ipMtXX5fsYiOWKzJf0GcRVF6Gpo8lXkArk2qVTKWzfP0CORMNXOg5kOiprUbbnXKG5rwEJbn0eUZGgGYUF/qPgWAA+63ltvWt4uWIXtdP96fqb7svhoaWkxevRo4uPjZZ8999xz3Lhxg4SEhBF/6eTJk3FycmLHjh2Ul5djb29PfHw84eEDF+Yf//gHly9f5tq1a3LbdnR0YGtry5tvvslLL70k+/yxxx6jqKiIM2fOyD5rb29HX1+fkydPMnfuXO7GUBafwYxRKpVyqyGbHQXnSW4SEgKqi9SYbTOaB52nY6+nPFx8MLolvZwuv8POghgK2wQ/v7aaBi/4zGep49h7hmfuLbzO5+ln6JL0Yqalz3shS4fMb3AvbMlO4OOU84yzdGbHpA33te2CU1tIb6jil0nLmaHkJh+M39Ju8P7Ni3iZWHBm0cNDnuNH1y7zU9J17PQNObfyYYXEh1KplGfPHOdEbjb2hkacWLUeYx351fedigrW7t9PZ28vS/38+HT2bIXv+y7uKl/HCPfoR/Nm8UDQgJWiVyLhxYMnOZORg5a6Oj+uXkyEu7Ps+z84Ec2uq3dQVxPx9ZqFTPMVrEISiZS3DpzjyI00NNXV+eHhxYR7DQh8fz5zlR9OJiASwUcb5jFn1MBqqKCynoc/20tTWyeTAt344olFspX2ztM3+XrfFdTV1fj5lZUEewyQvdySGjb9cxe9YglvPjab+ZMUrS1vfhHFxfgsls0O4aXNM4b4heDk+RQ++uY048Jc+fTt5UP2G4zTZ1P4+LOTaGtrsPWXR7CzNRmyb3NzB1fjc4i9ksWtG/lyIeImpvpMiPAkItKbkFEu9x0NVlHWQGNDG04uFuj/F7NOD0ZbWxc52ZUyy1BWZgWVFY2ydnsHM+YtCGHW3KAhXWI1Nc1EnUzi+MkkGhoEHYu6uhoREz1ZsmgUwYGOcvdnQ6MQCZZwM5+S8no6OobW1WhpqmNva4qDnSmO9gIhcrQ3xcHWFFOTewuNe8USKqubKK1spLSygdLKRsoqGimtbKS8ulEhn9FgaGioYWtljKONKfa2AhlysDHFwcYEGyvjIcXFPb1iYm7ncSw6lWsphbIILyMDHeZF+LFoSgBuDorjaGFFPacSMjiVkEFF3YD+xsrUgNnjfJg3wRcPB8WcUQ0t7fx+5gb7LifR3VeyY7yvE08tmkiAy/AZ74fDq3+c5NTtLFZHhvDacsWAHRDGi8B/fAXAlbcflyt1czfSy6tZ/sMuAA48tRY/u4FFSq9EwpKfd5JTU8dD40fx6qwB99JwOXtePHmSo5mZOBkbE7V+vUy/8/nVOL67eRVDLW1OrdmAvaEwvx3JSedvl04gArbNXc5kx4HAirT6Kpae2EG3RMwH4bN50CtE7viPFabxt/ijaKtrcGb+ZpwM5IlIZUczc878QLu4h49GL2KZs3LX+9GSRN68cxgbHWNOTv/bkMFD/Xgv5SBRZbd43HMGj7gPuOT+xyw+tra2+N2VO8XX15eDBw/ez24YO3YssbGxAFhYWKCurk5VlbyQsaqqSi7qqx8HDhygvb2dDRvkJ20bGxuuX7+usI/+NmXQ1tZGW1v56lIqlXKtLpPthWfJaBasM5oidebajWON01RsdIfPqwPQ2tPJoZLr7CmKo7ZLCKPU19DmAcdxrHKegOU9BMz1XW28lXSYK1XZAERYefJeyFLMtQ2G3W44nCgV9Ehz7Ue2Uh8MDyML0huqyG6qvSfxWeEZyBd3YshurCWhspgJtsojfp4Pm8Dx/CxKW5r48mYc/wyXH1BEIhEfTJ1FSnUVxc1NvHrxLD/MlQ+jDLG15dsFC3ji6FEOp6djY2DAyxHyK6SnJ4yjpbOLrTdu8/qpcxhoazHbW1gNaaip8fmyuYgPSDiflcdTe4/y85olhLs6IRKJeG3eFFo7uzh6J4MX957gp/VLGO/uhJqaiHcemEFbZxfnUnJ57o8oft28jBAXgag8Nmsc9S0d7Im5wxs7T2Osp0O4j3AdXG3M+PqpJTz25X6upOSz5fQ1WYLDtbPDSCuo5PyNbF79Pood76zDwliYZD0cLdn8wAR+3BfLlzujGePvhJW5vD5q0YwgLsZncTYmg6c3TB4ycZ1BnxB3pBafhoY2fvxZyKO0aX2EUtLTUN/KlehMYmOySLpTJOdKsrE1ISLSm4mTvPHztx9RrprB6OrsIeZSBqeO3CYlcUAnY2FliJOrJc6ulji7WeLsaoGTqyWGf0F3pK+vTUioMyGhA/drTlYFJ47f4eK5VMpK6/n1p4v8/ls0EyK9mb8ghNAwVzn3kKWlEQ9vjGT9gxOIic3iSFQiKamlXL6SxeUrWbi6WLB44ShmTvdDT08bUxN9HlkbwSNrI4Q8OY1tlJQ1UFreQElZPSXlDZSUN1Be0Uh3j5iC4loKlFhr9PW0FKxEjvYCSdLvs6JpqKvhYCsQJZCPHuwVS6iubRbIUB8xKqlopKyygbLKJnp6xbJjuRvq6mrYWhoJ7jNbgQw52ZkR6u+ItpYG08Z6MW2sFxW1zRy/nMrxK2lU1bWw5/Rt9py+TaCnLYumBDJjnDe6OsL96mJrxpPLJvL4kgkk55ZzMiGd8zeyqW5oZcfpm+w4fRNPBwvmhvuyMDIAkz6XsamhHi8un8y6GWFsOXWNw7GpXM0o5mpGMZOD3Hhy4QS8lBCme2HhWD9O3c7i1K1MXloSKUtkOhgikQgNdTV6xRJ67pEB+6tzwhw4P8hbjvQAHExMJaemDhNdHZ6MHLCCSKRS/nn6PGKplNneHnKkJyozk6OZmaiJRHw+d66M9FwvL+WHW4IB4YOpM2SkJ6ehltdiBBnAs6PC5UhPZ28Pz1+JolsiZqajJ2s85UlLc3cn/759HoCn/ScokB6Az1Iu0C7uIcTMniVOyqNGpVIpf/ZJN1a5jLkn6QEoa68HwH4Ec/BQuC+Lz4MPPkhJSYmcuPmFF17g2rVrclage2HmzJkYGhpy6NAhQBA3jx07lm+//RYQxM1OTk4888wzCuLmKVOmYGFhwYEDB+Q+7xc3V1RUYGUl3ES//PILf//736murh6S4AxGP2M8nRfPobqrZLeUAqClpsFCu3BWOU/FUvveAsvqzib2FMZzuOQ6bWJhUrHUNmKNy0SWOI7BQElNrrsRX53LP+8corarFU01dV70nc2DruP+S8m2ilsbmHHmO9QQETf/Bcx17k8/0Z+Vc4lLAF9MWHTP/v+8epadWYnMdvLi56lLh+x3qTifh04fRF0k4ujS9QRYKJqRk6oqWXHwT3okEl6fOJnNoYrpE/anpvLqWeFBHhy+2Q+pVMobp86zPzkVTTU1fl6xhEjXgQmuWyzmuX1RXMopQFdTg18fXMoYZ8FE3iuW8MKe41zIyENXS5OtDz1AsKOg5+ru7eWZ348Rn12Eka42vz+xAm87YWCVSKS8uv0kZxKz0dXS5LdnlhPgPEDEjyWk8c72s4hE8M1TS5gYIAw+7Z3dbHr/TwrK6wj1sueHl5fLtCK9YgmP/WsP6XmVjA905st/LJO7LyQSKaue+Y3y6ibeeGYO86bIJxLrR2JKMc+/sRcnBzN2/nDv9Pr//iiK8xfT8XC34qfvNioQl6rKJp54dAstzR2yz1zdrIiY5EXEJB/c3K3+0v2bn1PFqaOJXDiVTGuL4CJTUxNhYqZPfW3rkNuZmRvg7GbZR4oEMuTiZomRydCr8OHQ0d5N9MV0ThxPJDO9XPa5ja0J8xaGMHtOEOYWygsk5uZVczTqNucvpNPZJ+TV09Ni9swAFi8Mxdnp3pZjsVhCVU2zQIgGk6KyBqpqmhhuJDcz0cOhjwg52pniaG+Go73ZiPVEYrGEmvpWyiobKalooLSyoY8cCa+hQvCNDHSYPdmPRdMDcXMaIBtiiYRrKUUcvZRCbGK+LE+Sno4Ws8K9WTw1EB9XxWSF3T29xCYXcCohg9ikfFk4ur6uFmtnhbFm1igMdOXH+rLaJn45eZUTVzNkYuxZYV48sSAcF5uRT55iiYTZ7/xGTVMbnz+0gBkhnkr7jXnjOzq6ezj92sM4mCmfL67mFfPw7wfRUFPj+PMbcTI3kbW1dnUz67vfqWtrV6gvOFTOnvKWFuZv305zVxfPjBvHC30a2sGh6w/4+PPZDCEZYXtPN4sO7yS3sY4Ie2f+mCufLLY/LYmlrj5nFj2MmY78M/OvW+fYlnUDF0MzTs17FO27csbdrC3mwctC4eoD0x4h0NQOZUhqKGF97K9oqWlwbsZLmI4gKnlR9CdUdjby27jHCTIdGL//x8TNN27cYMKECbz77rusXLmS69evs3nzZn755RfWrl0LwGuvvUZZWRnbt28H4KuvvsLV1RV/f386Ozv57bff+Pbbbzl79izTpwuZe/fu3cvGjRv5+eefGTt2LF999RX79u0jMzNTTreTm5uLl5cXJ0+eZM4c+cKN/eHsdnZ2fPLJJ1RWVrJ+/XoeffTR+w5njzj2NBr62uioa7HYfgIrHSdjpn3vkO+8lip2FcZwujxJlqnZ1cCK9S6RzLYLvmciQhDEYN9knmd7vkAk3Q0s+ThsBV5Gf91E249fsuL4LPUi4Zau/DFp3X1vf7YkiydiDuJvak3UPSK7AHIaa5l5dAtqIhFXlj2Og8HQpPHp88c4kZ9FsKUNhxavVSqe/j3pNv+KEbIgfzNrPgu9FDVK3129ypfx8YiAbxcsYK6XvGVKLJHwwrGTnMrMQVdTg22rHmCUw8BD2d3by1N7o4jJK0RfS4vtG5YTYGcta3tyx1ES8oox0tVmx6Mr8bQWJqz27h4e++Ugd4oqMDfQY/tTK3Huqxjd0yvmmV+OcDWrGBN9Hf54fhUu1gMD7ge7L3AgJhkjPW12vvogDpYmgGDq3/Tebto6u1kzcxQvrpki26agrI6N/9xJd4+YVx+ZwZKp8iuqPw5e5Zc/Ywn0tuOnfysmCwPIya/ikb9tx8xUnyN/PKW0Tz+u38znldf3o6Ym4vuv1+PjLS/il0ql/PPVfVxLyMXewYz5C0OZGOmFvcNfW5V1tHcTfTaVk0dvk5U2QDKsbY2ZvSiU2QtCsLQ2oq21k6L8GooKaikuqKGooIai/BpqqpqH3LeJmb6MCAkWIoEcmZqNfCGQn1fFiag7nD+bQlursLhRUxcxYYIX8xaGEDbGTalFq7W1k9PnUjkWlUhJab3s89AQZ+bNCcLVxQI7WxN075GK4G50dfdSUdmoQIhKKxqobxg6V49MT2RvhqOdGU72AilysDPFcoRCZ4lESm1DK6UVDXLWovScSqrrBhIG+nvZsnB6ENMneKM36PzqGts4EZPGsehUSqsaZZ97OVuyaEogsyf4YKivuFhsau3gws0cDly8Q06pYAEz1tdhw7wxrJgWgu5dls7Cynp+Op7A2VuCBV1NJGL+eF8enz9eFl15L3wdFcvW8zeY5O/Kt48tUdpnwls/0NzRRdTfN+JqpXj/S6VSVv/0JyllVTw4PoR/LpC3cn95MY6fYq/jYmZC1JMbZLqaoXL2SKRS1h84wNWSEoKsrdm3ejWa6upIpVKeO3uC4zlZOBubcHzVgOvrtStn+DMzGWs9A048sAEL3YF7/1JpHg9dEAwLf8xYwWR7+QzL6Q1VLDq9FYlUyh9T1xBpK285FEslLLvwGxlNVaxwCeXfYfIV5AfjtdsHOFGWzGLHUN4LGXpx3I9eiZiIs28hQcrJqa9hoT2w0PgfTWB4/PhxXnvtNXJycnB1deXFF1+Ui+ratGkThYWFREdHA/DJJ5/wyy+/UFZWhp6eHkFBQbz11lsKSQ2/++47WQLDkJAQvvnmG8aNkxc6vf766+zcuZPCwkJZDqDBKCoq4sknnyQ6Ohp9fX02btzIRx99dN8JDGeeeJGV3tNZ4TgJY63h3UpSqZQ7DYXsKIghtmZAjB1q6sJ610lMsPS6Z3h6Pwpaanjl9n4ymwUx9iqXsbzkNxud+xQwD4UlF34lvbGSf4XOZ7XbyOo5yR1fcz3Tj48ssqsfa8/uIa6iiMcDxvFa2JQh+1W1tTJj3xZaerr518TpbPBXPD6pVMo7Vy6yPeUOmmpqbFv0ABMcnBT6vHXhAruTk9FSV2fbsmWMc3SU69MtFvPkwWNcyS/EUFubXQ+uwNd6YDXa2dPL5t2HuV5UiomuDrs2rcSjrwpyW1c3j247RFJJBZaG+ux4dKVstdbc0clDPx4gq6IGWxNDdjy9ChsT4cFs6+xm83cHSCupwtbUkD/+thprE+He6u7p5dEv9pNaWIm3gyVb/75KVk8o+nYuf//uGADvPzaP2eMHyN6uEzf59s8r6OlosuujjdgOqvhd29DKssd/RiyRsuPLTbg5KloUKqubWPnoL2hpqnP+4ItD/jYdHd08/NhWKquaWL50NE8/OV2hT/TFdN5/5zCamur8tOVRnF3ubcG4G1KplKz0ck4duU30uTQ62oUwcXV1NcInezNvcSihY5UTirvR1tpFSVFtHymqEUhRfi1Vg/Q6d8PYRA8nVwsZEeonRabm+kNaqjo7e7hyKYMTUYmkpZbKPreyNmLeghDmzAvGQkmGZ4lEyu3EQo4cSyThWq5C0VRTEz1sbU2wtTHBztZY+NvWBDsbE8zNDe7LTdjW3tXnNmugpLxe5kYrLqunvS8UXxl0tDVxsDORkSLHPlLkaGcql4F6KIjFEq4nFXLsfApxt/JkVh1dHU1mRfqycHogPu42smsrlUq5nVHK0egUom/kyKLStDXVmTbOi8VTAgn2tlf4LSQSKRduZvPzkXiKKgU3nJmRHg8vGMfSyYEKFq3s0hp+jIrncrKg2dRQV2PpxAAenTsOS5Phx/uCqnqWfPAH6moizr67GQsjRbI8+d2fqWtt59CL6/GyVXwOzqRm88KeE+hqaXLmxYewMBjYR0VTC7O//52uXjHfr1wol2JjqJw9v928yYdXrqCroUHU+vW4mgoLroMZabx8QTF0/XRBNk+cO4oI2DV/JRPsB6wmtR1tzDm2ldrOdh72Hc1bY+WfdYlUyoqz20msK2OBky/fRCiSlT/zb/F24kmMNHU4O/upIXPL1Xa2MOv8F/RKxeyJfAI/E+VWocEoba9j2ZXP0VbT5MrMd+TuBVXJir+I/gtXWluBvfnwFhaxVMKVqnR2FMSQ2iQkMxMhYoq1H+tcIwk0GT40fTCkUikHi2/xSeopOiU9mGjq8W7IEqbajDzq6l4obKlj1tkfUBeJiJv/Imba92/u75VICNj3Kd0SMZcWPomz4b1V9eeKc9h86RAm2jokLH8KXY2hSdz2tNu8FXcBA00tLqx8BGt9xUFILJHw7JkTnMrLxkBTi73LVuFnaaXQ5+moKM7l5WGorc3elSvxtpT36Xf09PDw3kPcLC3HXE+PP9etxNVs4Hxau7rZtOMAKeVVWBnqs3vTKhxNhVVhY3snm7bsJ7uqFgdTI3ZsXoW1kXCstS1tbPxhH0W1jbhamfHHkytkAsf61nY2fb2PouoG3G3M+f25lRj3rWSrGlpY++Fu6lvaWTDOl3c3Dgi0vz8Yy7YT19HR0uD3f66RCTrFEglPvr+P5OxyRvs58s2ry+VW6K99coQr13NZOT+M5x9SFGO2tnUxb803wu904AW5elKD8dOvl9i7/zrWVkb8/usjCtaIlpYOHl7/Mw31bWx4KJIN91mvq6W5g4unUzh1JJH83AGtn72jGXOXjGLm/OD7ssYMh472bkoKa2WWIYEU1VJZ3jCkq8jCypCZ84OZu3gUNnYmQ+67sKCGk1GJnDuTQssgl9y48R7MWxjC2HEeqGsoEpbKqiaiTtzh5q1CKiobZdsOBU1NdWysjbG1EQiRXR9BEv42HnFU3GA9Ub+VqLisntIywY0lHkajYmqsJ0eE7uU6q2to41R0KlEXUiitbJR97uFiycLpgcyK9MNoEJlqau3gdFwGxy6lkFc6kCbA2daURVMCmRfpp5Djp1cs4czVTH45mkB5rRB+bm1myKOLxrNggp9CWoHUwkp+OBbH1QxBL6atqc6KScE8NHsMpoZDj4/rv9xDcmEFLy6exMZpislXZ/z7NyobW9j7/IP4O8i77XvEYhZ9s52iukaemjqeZ6bLRzq9duwsh+6kMcbJnh0bV8jGgKFy9mTW1LB09266xWLemzGDB4MEy29hYwML9u6graeHl8ZP5JnRgn6wsq2FOQe20djVyePBY3lt3IBoWiqV8sjFg1wszcPH1JIj8zegc5cLa2/uHV67fhIDDS3OLXgcaz15125DVzuzz/5AY3cH/wyezQaPoROj/pwdzfdZFwk2dWRHxNApcQbjem0uz9zciqu+JXsjX5BrUxGfv4iRXrjrtbl8lhEli9DSUtNgvv0oHnSJwFl/ZCtdsVRCemM58TW5XK7KIrWxDIDxFm68H7oMq3sIn0cKqVTKzboSfsyIIbY6nwgrN7ZGrr3v/UikUhKqCnkm9jBN3Z0jiuwCYXIOP/Aj1R2tfDJhLis9hy6NIJZIWHJkJym1VSzz9OeLqfOU9uvq7WXjsYNcKy/FUk+f82sfklUV7kdnTw8bDh7kVnk5NgYGnNm0SWbm7UdLZxfr/jxAelU1dkaGnHhkAwaDsrM2tHew7o995NbU42JmwomnNspKX9S0tLHu172U1DfhZW3BgafWyqJaKhqaWf/DPiobWwh0tGHXM6tlhKS8vpkNX+2hpqmN0R4O/PbMctngdjO7hCe/PohYIuXt9bNYPMFfdl2e//Iw19KKcLI24c9/bZBNLsWVDax/fQdd3b0KLq/42/n8/YNDGBnocPTXJxQmJIlEyrRlnyORSDm07UkszBSJZklpPZse/Q2JRMoH7y0nfJxihvbvvz7L4YM3cHIy56etj95XhNaV8+l88u4RuvsivjS11Imc5se8JaEEhv61HCx/BZ2dPTJCVCwjRbVUlNbLCJFIBEGjXJg805+IqT6YDBHV1d3VS8zlTE5EJZKcNCDCNrcwYPJUP6ZM9cXXX9Fy0Y+Wlk4qKhupqGikvLKJior+vxupqmoelpAAGBvrYm9n2vcywd7eTHi3M8VohILv3l4xFdXNlJbVUyxznQnWotr6oXVVamoinB3NmTjGnUnhXvh4yi8gpVIpiWklHDufwuVr2TKrjpaWBm8/N48p470U+qflVXL0Ugrnr2bJEh1qqKvx4oapLJuuGCnU0ysmKjaNLVFXqW4QjtXN3pytr69Rms38VnYp3x+L406e4FLV09bk+2eXEeyu3AKxPy6Z9/ddwMvOgv2vKObKmvPhVkrrm9j59CpZoEM/9l5P5t1jFzDT1+XMiw+jP2i8yamuZdHPQrLCvQ+vJsRBsNB09fYy59c/KG2Sz9kjlkhYuHMnWbW1THNz45fFA+ktVhzcw82KMsbaObB7yQqZdejRM4c5X5RLoIU1BxevlQtPP5iXykuxJ9BSU+fYgo34mMovFtt7u4k48j2N3R28MWoGj/gokpoPks6yLfcaXkaWHJn+mEI5on5IpVJmnv+M6s4W1ruF85Lf7BF5Ro6U3OCDtMM46pnzRdhGufn2fyyq6z8dtV0tfJV5QlZewlBDh+VO41npHI65tnJR491o7+3ip+xojhQn0tgzUDhQQ6TO874zWO8WPmLX2FAQSyWkNlRwpTKXE6Vp5LcMrJjWuiuvqTYUajpaOZCfzL68JIpaBTOyCDDWuvcA2i0W896NC1R3CINPl1h5QrV+nCzIJqdBONaGzo4h+2lraPCP8EgeOPgnNe1ttHR3KRAfHU1N3p42jUU7d1LZ2kpLV5cC8THU0eaX5YuJ+P5XyptbaOjokCM+pnq6bF33ADO/3UphfSPF9Y24WQg+e0tDfbY+9ACLvt1BdlUtBbX1Mr2PrakRv25exsqvd5NSUklmeTV+fSs/OzMjfnxiGWu/2M3N3FKyy2vxthcGmNFejjw+P5wfouI5FJsiIz7qamq8/9g8Vv5zG8VVjdzOKmV8gAsgVNx+ZOl4ftgby8mYdDniMy7YBXNTfeoa2kjKKGNMkHxknZqaCHMzA2pqWygtb1BKfPLzq5FIpLi5WSolPQDpaYKLZ+3GiPsOSz9x+BbdXb04uVowf1kY0+cEYWT817JA/1ego6OJp48tnj7y2qWuzh6uxeZw8uhtbl/LJ+lWIUm3Cvnu05MEh7kwZYY/E6f4yAmmtbQ1mD4rgOmzAiguquXU8TucPZ1CXW0rh/Zf59D+61hZGzF5ii+Tp/ri7WsnR4IMDXUwNLTBy1PR6iwWS6ipaaG8opGKykbhvaKRisomyisaaW7uoKlJeKVnlCtsb2iog5OjGRPDPZkyyQfbIdIRaGio90WGmRI+Rv53b2/vFgTOSkhRe0c3BUW1FBTVsvPANZ7cNJk1ywYmSJFIxKgAJ0YFONHcMo0zVzI4ej6JgpI6vtl2iYgxHnJh8SKRiAAPWwI8bPnbuimcu5rJofPJZBdVExWdqpT4aGqos2xKEPMm+HIoOoWv914mv6yOirpmPJSEzYd5ObDlpZUkZBTxyq8naOvsJru0Zkji0199XlnUVkpJJaX1TYhEKLjB2rq6+e6CkFLj8Snj5EgPwKfnY5FIpcz08ZCRHoDDqemUNjVjbWggl7MnrriYrNpajLS1+XDmQNHkxs4OblYIC+nPZ8yVkyTcqRbuiTfGT5UjPQAVbYIuTkdDA10lBa47ento7xVco4m1pfRKRisQm4ZuYU6r6Wwjr6VGaU0uACkD9pYd+Qlcqcpmg9sEFjqGDCvtMOuLaC5pr2NlzJdMsvJlvWuknMh5JFARnxFALJVwuOQ6P2SfpbW3EzVELHcazxOeMzHQHHkOkdjqHN5PjqK8oxEAAw1txlm4M9HKg0grL6xHUDNrKNR0thJTlUdMZR5x1fk0dg8QB111TeY7+rPaNYwgs3v7USVSKbEVBfyZl8iF0hx6+yrMG2hqs9jFnwc9QvE1VX5D96O2o42noo9wvVqYFF8KiVSayBCElcunN2L4KUlIRxDp4MKXQ1h7+rEt+TYAc9w9ZeGZd+N4XwLMCGdnbA2VE9OaNkH4aayjjYOx4n6sDQ3QUtegq1csVzIDwN7UGBdzUzIqqilraJYRHwBXKzPGeTgSnZ7P1ZxiGfEB8LSzYIKPC5dS8riQlCMjPgCLJvjzQ1Q8qYUVNLR2yLI6mxjqMinEnaMxqcSnFMqID8DMcB9+2BtLak4FzW2dGPW5z9TV1RgX4sLJS2lcu1OgQHxAEJxG17aQmllOSICjQnt/mYjmpmGIaJ+I9H7D0yUSQdMD8Np7y3D3+q8L+P+7oa2jyaQZfkya4UdleSNXzqdx+Xw6OZkVJF4vIPF6AV9/fIJRY9yYNMOPiVN85MLonZwtePzpGTy0eQo3r+dz+VIG8bHZVFc1s3/vNfbvvYaNjTGTp/oxIcILZ1eLIbNEg3CNbWyMsbExBhR/z9a2LsE6VN4guKzKGygrF/6vrWulpaWTtPRy0tLL+WXLZXx9bJk62Zcpk32wHCIi7W7o6Wnh7W6Nt7v8GCCVSqlraCMxpZjouGxirubwy44YQgOdFCw/AEaGuqyYP4pFM4NY9sTPVNW2cPlaNtMnKHfx6+tqsWRqEKHeDqz6xzYKyuuQSKRDCrB1tDRZPjWIL/dEA2AxTBZwkUiEi7UZbZ3diEQwKchNab/Gtg5+PSuEX2+aJr+IlEqlfBYlZHpfOMpXIaJrS8xN6tracTI3YdUYect3fH4Rl3ML0FBT46VByQrFEgm/XROS+z0yNkwuM/3+1FQAFvv6YqE/cG6FTY0AWOsb4HCX5cNCV5/ajnY6xYpReI/6j+VcSS5JtRVsvnSIQ/PWYaA5sKA019Hn+8hlPBVzkJPFmYg4ypcTFsuRnzeD55DXUktqQwUbruxk+6R1SsmPmkiNPZFPsKvgKvuKblDUVsd7KVF8l3WRB13HscplLCZaiu7GSVa+/Dx2s0xTe7k6ncvV6QSaOLHUQrE6w1BQEZ97IKu5nI/SjpDWJEzgvkb2vOq/BF/joeu13I36rjY+STvFyTLBUmSra8yrAfOIsPJCcwR5C5ShRyLmTl0pV6ryiKnKI71RPju1oaY2E63cmGTjwRx7X7kbeChUtrdwID+JvXlJlLU1yT4fZWHPKvcQ5jv7KtRhUYaUukoeu3iIivYWDDS1+CpyITMclVeMb+rq5NkLUVwpLQTg8eCx/GNM5LDC6byGOo7nCFl1nx09Xmmfzp4e9vUNDOtDQobcV1K5cN2CbG2GdD2I+4jf3cQHwMHUiIyKakobmhTawj2diE7PJz6nmIenypfbmBbkzqWUPC4m5/HUoJIWViYGeDlYkl1aQ0J6IfPG+g7sL9CFozGpJKQWyu3L1sIIZzszisrruZlWzLSxA+6CccGunLyUxvU7haAkX6W/jx3R8dmkZpYpPff+XD21da10dfXISM5g6PTlXVFWGHQ4lBbX0d7Whba2Bi5u91d25f8CNnYmrNwwkZUbJlJeWs/l8+lcOZ9OXnYlN6/mcfNqHt98dIJR49yYNN2fCZO9MTAUSIyWlgYTIryYEOFFV1cPN67lcflSBgnxOVRWNrH3zwT2/ilYA0xM9LB3MMPO3hR7B7O+l/D33UVQ74aBvjaeHtZ4eihONh0d3VRUNpGWXsaly5kkJReTkVlBRmYFP/5ykUB/B6ZO8WVypPeI6pXdDZFIhIWZATMn+zFjki/vfBrFpdgs3vviOL99uQFdHeVjh7aWBstmh7B1fwJ7jt1kWrj3sC5Oe2sTNDXU6ezqpaK2CftBBX3vRl2TYIHQ1FCX6emGwpmbwkIpzNMBa1PlJPDXM9do6ejC296ShYOeTYCLaXncKihDW0Od5+ZMlGurbGphW5xAYF6eHYnWXXXLPjonEKY1o4NwNR/QGp7NzqWooRETHR1WBg+kpWjo6OB8Xh4AKwLk01UU9xEfZ2MTheO30Tcgs76G6jZFd6WOuga/TF3KwuPbyW6s5YWYE/w8Vb5G4nR7T36IeICnYg9yojgDEfDFIPJjpKXD7xFreShmF6mNAvnZMWk9XsaKz7eFjiHP+87kUc9JHCq+xc78BCo6mvg+6yJbcmNY6jiK9W7hOOjLR8aFmrkSauZKfmsVuwvjOFWWSEpjMXfKchS+YyioiM8QaO3t5Jec8+wrSkCCFH0NbZ7ynMUyp3Goj9AVJZVKiSpN4rO00zT2tKOGiAddx/OMzzT0NO4/LX95exNXKvOIqcolvrqAtl75iIwAE1sibdyZZO1BsJn9kP7VweiVSLhckcee3DtcKs+V5bkw0tRhmWsAqzxC8DYZ+aR0KC+V1xLO0CXuxc3IjF+mLcPD2Fxp3+z6WjafPUxRcyM66hp8MnkOizx8lfYdjO9uXkMKzHR1VxA29+N4VhaNnZ3YGxkx1dVVaR+A5IoB4jMU+mVwylaWdqbCiqqsQTF8erynIHC/XVBGZ0+vXPr6yf7uqKuJyKmopaS2EUcLE1nbRH8XsktriEuVJz5j/ZxQVxNRWFFPeW0TdhYDK8rwIBeKyutJSCqUIz5jgp0RiSCvuJaauhYs70p2GOAjEPi0zHKkUqnChGNoqIO+vjZtbV1UVDbh4qzoKtDRFYhP130Sn8xUgWx5+tgqFf3+/ww7BzPWbIpgzaYISovquHJBIEH5uVVcj8vlelwumprqhI13Z9IMP8IjvdE3EJ55bW1NIib5EDHJh87OHq5fzSX6YjopySU01LfR2NhOY2O7XJRYP0xM9QUSZD9AhuztTbF3NLunqFlXVws3V0vcXC1ZOD+E+vpWLsdkcelyJimppST3vb794TyhwU5MneJL5ESvEeuCBkMkEvHyU7NIzSynpKyB77dG8/JTs4bsv3R2CDuPXCc9t5LUrHICfYZeWGqoq+FsZ0pucS35pXXDEp+aRmGCtzQZOjKvH6euC8Rn7hjlFqfimkb2xCYB8OJi+cVZj1jMFyeE/HYbJ4fJojn78c35eDp7eglztme6r7zr8HBSOllVtRjpaPP0pIGFnFQq5eeEGwCsDwuRs/Ycy8ykWyzGz9ISfyv5MbBQRnwUQ/St9QRXUWV7i0Kb0G7IT1OXsPr0n5wryeGrpFheDJEvYDzdwZPvI5bxdOwhjhdngEjEF+GLZPONsZYuv0cOIj8xO9geqZz8gJDUd73bBFa7jONcRRrbcuPIbK7gz8Jr7C28zgxbPzZ5RBBgIn9PuBlY88+AZTzhMYN9xQlcKEjkttJvUISK+ChBdFUaP5depqZLmMxm2QTxN595WNyH4Li0rZ73kqNIqBVYuZeRNe8EL1H48YZDl7iXm7XFglWnMpfcFvlsraZaekRauxFp406Elft9JSQsa2tiX14S+/OSqOwYeAjGWDqyxiOUOY7e6AwTgXU3eiUSPrx1iS3pNwGY5uDOV5ELMdJSPhifLsjmpWihdoy9gRG/zFqCv5LEhXejoLGBY9nCAPXsGOW1X6RSKdv7itWuDQ4e1nokIz52QxOffjKo3OIjDC7KLD5uVmZYGelT3dzGncJyGRECId9ImLsD13NKuJicy8ZBZvOIAFd+P3OD+PRCxBKJ7PgN9XQI8rAjMbuM+JRClk8d0DeMD3Jhz+nbfSUBBgiMsaEuPu42ZORWcj2pkPnTAuWO0dPdCk0NdZqaOyiraMTBTj5STyQSYWdrQk5uFRUVjcqJT99K/n4tPlnpAvHx9h/5M/H/IxyczXnw4UgefDiS4oIarlxI5/L5dIrya7gak83VmGw0tdQZE+7B5Bn+jIvwRK/PcqOjo8mkKb5MmiIQ3La2LspL6ykra6CstJ6y0r73vhId/a+0FEVSZGqmP0CE+ixFgtXIVCkpMjMzYOniMJYuDqO6upnoK5lcupxJZlYFtxKLuJVYxJffnGV0mAvTpvgyMdzznhanwTA00OH15+fy4lv7OHY6ifFhbkSMU275NTPRZ1akL8cvprL3+K1hiQ8IYuXc4loKSuuIHKVcewZQ20d8LO4Rpp5TVktueR2aGupMD1WemPDrqBh6xRIifF0Y7y3vZtx/NYWi2kbMDPR4ZIq8dTe9vJqjd9IB+PvcSXIErK27m68uCTnbnowch6neAMmMLyomraoaHQ0N1vXl7OnHgT5r9vIAxeSkxU3CWORsrBh12x8pW6nE4tOPUZb2fBA+m5fjTvJNUjy+plbMdZYvPjrDwYvvIpbxTOwhjhelIwI+V0J+NsXsJK2xkmUXf2Oegz8PuoURbKZc2K+pps48+yDm2gVyrTafbXlxxNfkcrYijbMVaYSZObPJI4JIK085HayFjhFPec3mQetxHOK1Ic9rMFTERwneTT6Aur42Dnpm/MNvMeMtlD8IytArEbOzIIEfMi/RKelBW02DJ7ymsMF94ojcWkWt9X1WnTyu1RTSIR6YTNQQEWJuT6S1O5HWHgSY2iqdjIdCj0TMxbJc9uTe4UpFnkxeZqqtywOuQaxyD8bd+P7zrxQ1N/BawhniK4sAeDYonBdCIpUem0Qq5atbcXxzWzDrh9s58f2MhQqZQYfCDzevIZFKmebsRqCVcqJ0p6KCtOpqtNTVFczAg9HS1UVerZBELsh2aNLVn2NlKFcXQKkSi49IJGK8pxPHbmWQkFMsR3wApgV59BGfPDniE+hqi6GuNk1tnaQWVhLsNqDLCg907SM+BXLEJ8THHm1NdarrWykoq5OrfTQuxIWM3Equ3VEkPlqaGnh7WJOaWU5qZpkC8QGwtTEmJ7eK8iFy4Ay4uobOCaMM/YkJff4C8dm/NYbkmwVoamugpaWBVt+7/P+awv+DPtPse9fW1pTvq62BppamrK+6htpfiihzcrVk3aOTWffoZArzqrlyIZ3oc2mUFtURfzmL+MtZaGlrMHaCB5P6SNDg9AD6+tp4etvieVeCSBCSH5aXNQyQob5XeVkDjY3tNNS30VDfRmpyicK2Zmb62PW5zFxcLJk5JxCTQZoXKysjVi4fy8rlYykrbyD6ciYXL2eQn1/Dtev5XLuej6amOuPHujNlsg/h49xHlGQxLNiZVUvGsOfwDT7+9jS+XpswN1VOQlYtCOP4xVQuX8+hvKoRu7uquA+Gq4MFkEV+Wd2QfQBqGgUNn+Uw+h6AU9czAIjwd5Fp5AYjqaCc80m5qIlEvLBY3gLS3NHJD2eF8eyZWeHoD3LpSaVSPj11BalUKE0R5CC/wPo94RY1rW04mhqzboy8UPuXPmvPyuAAzAYRorTqatJratBSV2eRj6J1qqhJCEJR7uoSLFHKXF2DsdwjkPT6arZm3OTF2BO4GJriayZvsZnZR36ejjlEVFE6IkR8Fr7wLvKzjqcT9nGjtpgjxckcKU7Gx9iaB93CWOAYoFSCIRKJGG/pznhLd7KbK9mWF8fpshRu1Rdx63oRbgaWbHSfyHz7ILQGibDvJyhIRXyUQEOkziPu09joNvm+qp+nN5bzbvJRMpoqABhj7spbQYtwNlDu6gEhRPBaTRExVXlcqcyluE2+Do6VjoFAdGzcmWjlNqJoqrtR3NrA3twkDuQnUdM5kMU13NqZNR6hzHTwUkg5fi+UtzVzojCT4wWZJNUJ56unocnnEfMVVgf9aO7u4oWLJ7hQLFjBHg4I4/XxU0bkkgPBd304S1g5PTtWubYHYEeftWehjw9mukNfr7TKaqSAvZGRnDjwbgxn8bHvs/iUNTQpdRWFezr3EZ8iXkC+ftiUADc+OniJ5MIKGts6MNEXjlVDXY1wP2fO3somLrVQjvhMCHThh4Ox3MwoobunVxairqOlSaiPA1dTikhILryL+Liy7cBVricXIRZLFETI/j52pGaWk5ZZzpxpikSxP/KnYlD+lcHod3V1DlNc8250d/WSnyNY2+7X4pOTXsaWr87cu+N/AWpqIhlJMjbVxy/ECf9QZ/xDnbF3Nh8RKXJxt8LF3Yr1mwUSFH1OEEaXl9QTeymT2EuZaGtrMC7Ci0kz/Bg70VNGIpXBwEBHVmH+brS2dFJWVt9HjOopLW0QLEelDTQ1tVNf30b9IFL0x9YrLFwSxsrV4zC9K5rP3s6UtWvCWbsmnKLiWi5FZ3LpcgbFJfXExGUTE5eNjrYm4ePdmTbFl7Fj3IaN5nt0XQQ37xSSW1DDx9+e4eM3lym9fm5OlowJcuZGchEHTiXy3CblhUAB3B2EMTW/VLFm2WDUjMDiI5FIOX1T0AzOHavczfXj6asALB7nj8ddSQl/u3iDxvZO3KzMWDZW/vm5nFXAtYIStDTU+dtM+ee/qqWV3+IFC/lL0yPkan+lVFQSX1SCukjEw2PlcwX1i5pnuLtjqmR8KxxG4zPg6hqe+AC8Pnoq2Y01xFYUsfnSIY7N36CwQBXIz1KeiT3MsSKhDuTn4QtlVmoTLV12TtpAckM5u/NvcrIkncymKt5KPMnHKedZ7BTIarcwfIaI/vIysuGD0Ad4zmcGO/MTOFh8i/zWGt5OOsJ3mRd40HUcK5zHYHSf86KK+CjBlvAnCbAdWhdyNzp6u/kh+xI78xMQSyUYaeryst9sFjuGKn3AKzuaOVGSRkxVHjdqi+mRDIR5a4rUCLNwkpEdb6O/Vt+opqOV6PI8jhWlEVdZKPvcXEeP5W7BrHIPxsXw/soJVHe0crIwi+OFGdysHhDDqolETLR15p+jp+F9V+6HfuQ11rP5zGHym+rRUlfnw8hZPOA1tDXmbhQ2NvBQ1GHEUimTnVwIsVYc/AFq29o4mS2kpB9O1AyQJHNzDe9iEw9HfEwEi09rVzdNHV2Y6MmvFsd7CpFSGWXVcuQGwNbMCA9bc3Ir6ojPKGLe6IFBNyLAlbO3solNLeCpRQPiZy9HS8yN9alraiMxu4xx/gMm9/HBrlxNKeJachFr5w1YkPw8bTE00KGltZO0nAqC7nIjBPjYs5ebpGYqhj/DgMC5vLxRaXv/ZN1xH66uvOxKenslGJvqYW07snIB/di3VdBSjJrgwcTpfvR09dLd3Ut333tPV//fPcL7oP+V9u37v2dQvSmJREpXZw9dnT20NHVQWljL2SOCgsDYVB//0AEi5O5ri+Yw9a5EIhGuHta4eliz6Ymp5OdUcfl8GpfPpVNR1iDogy6ko6Ghho29KQ5O5jg4mWHnKLw7OJljbmk47DhgYKiDt48d3j6KUZv9pKjfUpQQl012ViX791zl2OGbLFg8ilVrwjEzVyQHzk4WbNoQwcb1E8nLr+HS5QwuRWdQUdnEpcuCa0xfT4uJE7yYOsWHsFAXNDXlLdtamhq8+dICNr+wnas38zly6g5L5ymPwFm9cDQ3kouIupDCwysmyArp3g1Xe4H4FJXXy7mD70btCCw+d/LKqKxvQV9Hi4gAxWiu5MIKEjKL0FBTY/Ms+dw1ZfVN7IxNBOClBZFyofg9YjGfnRHu1Q3hodibykslvr4UT0dPL6EOtszxlfcq/HJVIEQL/XywHxRt2tXby7EMwTqlzJrd1t1Nbbsg6Faq8ZG5upRrfAZDQ02N7yYvZtHx7RS3NvL05aNsn7lSwXMxy9GbbyOW8mwf+VETifh0/ALZbyISiQg2syfYzJ7XgmZxuCiJPfm3KGitZ3f+LXbn3yLUzIE1bmHMdfBTugi30TXmZf85PO41hQNFN9lVkEB1ZwtfZ57n15wrLHMKY7GF/z3PSXZuI+75HwQn/aEtNHcjoSaXfyVHUdYuWGrm2AXwSsA8pRXUJVIpe/Jv8WnqBTlhsr2eMZOsPYi0cWe8pcuIIrDuhlQqJa2hiotlOVwsyyW5vkLWJgIibd1Y5R7CdHtPhfwNw6G+s53TxdlEFWRwrapEZv0QAWOsHVno4stcZy+5Wi9340JRHn+7eJyWnm5s9Q35edYSgixHHrp8q6KMx04cpb6zAztDQ96eNG3IvntTU+mRSAi1tSXQenhCk1w+cmEzoLRMiq6WJuYGetS1tlPW0KRAfCyNDPCwNie3qo7reSXMCpJP0Bbp50puRR0x6QVyxGeCnwsAmSXV1DS1Ymks3E8ikYjwABeOx6URn1IoT3yChG0SM0vp6OyRVbnWUFdjXLAL5+MySbidr0B8/Psmy4LiWtrau2SVvPtha2MCQPkQFh/tvxDVlZkmEGefYRL5KUNZUS2x54SV5WMvzcXF8966sJFCIpHQ2yOWkaJ+MlReUk96YhFpiUVkpZbR1NBG/MUM4i8KE5C2jibegQ74hTgREOqMb7AT+obKI4hEIhHuXja4e9nw0JPTyMms4Mp5QRNUVdFIaVEdpUWK7httHU3sHQUSZO9khv0gUnSvoqt3k6J1GyO4fjWPHdtiyMwo5+C+60Qduc38haGsWhuOhZKwdpFIhIe7FR7uVjz60CSysiu5GJ1B9OVMampbOHs+lbPnUzEy1CEywoupU3wJCXKSWRddnSx4YtNkvvn1It9vjSY00AkXR8VxdlyICy4O5hSW1nH8YgqrFyrPO2ZnZYy2pjpdPWLKqptwslGeRb4/geFwpShO3xCsPdNCPdBRYrn65YwQvr5gjC/2d9X0+vpUHN29YsZ7ODLJR36xfPBmKvk19Zjq6bJ5sjxhyqys4dAd4T5+Zaa87qegvoEzWUKE0ubx8ud/Li+Ppq4ubAwMmOikWB2gqLkRADMdXYy0Fe9Bmz7iU9fRTo9EfE/5hYm2Lr9NW8bSkztJqCzm/RsXeXfcTIV+sx29+SZiCc/FHuFIYSoi4JNB5Ee2Py1dHvIczyaPcVyrKeLP/JucK88isb6UxPpSPkg+yzLnYFa7jsLFUPH+MNTU4SGPCNa5jedkWQp/5MWR21LNzoIEdqZfGfZcBkNFfP4iGrvb+TTtNFGldwCw1jHin0ELmWyt3M1T3NrAG7ejuFYj6GACTe1Y6BjAJBt3XA1GZjq/G+293cRXFnKxLJdL5blUdcibLwPNbJlu78Ey10AcDExGvN+m7k7OFudwvDCD2PJCmcUDINTSjgUuPsx39pH5i4eCRCrl+8SrfHEzFikwxsaeH2YsxlJv5CLsE7lZvHjuFN1iMUFW1vw2fymWQ7ileiUSdicJURfrghUTm92NfotP8DDC5sHnPpSeysHUmLrWdkobmvC3V5yIx3s6kVtVR0J2sQLxmeTvyu8XbhKXIS9kNjPSw9/ZmrSiKuLTimTJDEFwdx2PSyMhpYAXVg+knHe2NcXG3JDKuhYSM0uYEDKwep0Q5sb5uEzib+fz+IPyGgULMwNsrIyprG4iI7uC0SEucu12fWUaKiqUu/NkGp9h6j7djX7ic79urv2/xyCVShk32ee/lfSAQGy1tNXQuitk39HVknGThOe6u7uX3Ixy0m4LRCgtsYiWpg6SbxSQfKMA6LPweFnjH+oskKFRzlj2kcfBEIlEePna4eVrxyPPTKe6somyknpKi+soK+57L6mnsryBrs4e8nOqyM+pUtiPoZEO9k7mODj2kaI+i5G9ozm6eoo6HJFIxLhwD8aOd+fmjXx2/B5DeloZhw/e4HjUbebND2H12glYWikP5hCJRPh42+LjbcsTm6f2hcdnEH0li4aGNk6cSubEqWTMzPR5+43FBAUKVs9l80dx9WY+1xMLee/z4/z06ToF65BIJGLV/DA+/vks+0/eZvm8UXJWlH6oq6nhbGdOdlE1BaV1QxKffnGz5RC6op5eMeduCxZiZdFc6SVVxKQXoCYS8chMefKSUlzJyTtZiETw8gJ58tLa2cV3FwXdz9PTxmOoM7CYkEqlfHzuClJgrp8XoY7yVrot124iBaa6u+JlKe9W6xc1P+Dvr9TKVdTYCICTEjcXgJmOHppqavRIJNS0t2FncO+AHS9TS76MXMBjlw7xR+ZtfE2tWO2lOL7OcfTh64lLeC7uMIcLUxGJRHw8br7S4xSJRIy3cmG8lQs1na0cKExkb0Ei5e1NbM25ytacq0ywcmWNWxjTbBXTvmiqabDYMZRFDiHE1eSyLS+WO2V59zyXfqiIz31CKpVysiyZT9JO0dDdjggRa1zH8qzPDPSVhKhLpFJ25F7ni7RLdIh70FXX5KWAaaxzH3NfwuR+lLY2crE8l0tluSRUFdE9yE2mp6FJhI0rU+09mGrngZXu8JEMg9HW0835klyiCjO4UlYgt19/M2sWuvoy38UHx2EqrA9Ga3c3L0ef5HShsHJZ7xfCm+HTRmxtkkql/Jx4g4/jBVPxDFd3vp41Hz3NoTUQ53NzqWxtxUxXV6Eq+92obGmlqqUVNZEI/2EsQ5JBxEd9iN/L3sSIpJIKpQJngHAvJ3bGJpKQU6zQFuRiJwiZ2ztJKaokxHVgEJwY4EpaURVxaQVyxGecvzNqIhEFFfVU1DbLipOKRCLGB7lw5FIKCcmFcsRnbLALIhHkFtYMEdZuR2V1E2mZ5QrEx9rKCDU1Ed3dvdTXt2F+l0ukPz9LV9fILT79iQvvR9hcW9XM+WN3AFj1yP3VA/vvgpaWBn7BTvgFO7HioUgkEgmlhbUCEbpTTFpiERUl9eRnVZKfVUnUHsFaYGVrLHON+Yc64+xhJWdBFIlEWNuaYG1rwqix8u6Wnh4xleUNA2SouJ6ykjpKi+uprW6mpbmTzNQyWXqAwTCzMOizEg2QIWc3S+wdzRCJRIwZ687oMW7cvlXIjm0xpCaXcPTwLU4ev8PsecGsWTdBlsRSGdTURAQGOBAY4MDTT0wnKbmEi9EZxMRmUV/fxr/+fYwtPz+EsbEeamoiXn1+Lg89u42c/Gq27I7liY2TFfY5e5IvP/8ZQ2VNM1eu5TBtgvLFpJuDQHzyy+qYPFp5tNiAuFn5WJiQUURTWycWRnqM8VZM4Nlv7Zk32gcnSxPZ51KplM+OCxaGRaP88LGXF/7+euUG9W0duFqYsmKMfEDBldxC4guK0VRXl0tWCMK4dChVsCQ+Hi4fHVbe0kJskbBwfsBfuVun3+KjTN8DwuLNSs+AstZmKttaR0R8AGY5efJiSARf3InlzWtn8TAxZ7SVg0K/uU4+fMNSnos7zKGCFETAR0OQn35Y6hjwpE8kj3lP5EplLn/m3+ZyZQ7x1QXEVxdgpWPACpdQVrqGYqsnfy+KRCIirDyJsPIkv7oMd/49ovNREZ/7QFl7A+8nRxFXkwuAh6EVbwcvJthU8YEBKGip47VbUdyuEwSF4y1deH/UApwM7l3csx+9EgmJtWUyspPdVCPX7qBvzDR7D6bZeTLO2um+RMqdvT1cKssnqiCDi6V5ctk8vUwsWOgikB034/vTAhU1N7D5zBGyG2rRVFPjvYiZrPYZukbX3eiVSHjr8gX+TBMSPj4UPIo3Jk6+ZzX4/hD21UFBaGsMfx1S+qw9Xhbm6GkNTaYGV80eyirX77svb1ROfEa7OqChpkZpfRMldY049lVzB8ENNcHHmTOJ2cSkFcgRn4gAV345cZWr6UX0iMVo9pFGI30dAt1tScotJyG1kGVTBq5tP/G5llwkdwymxnr4edqSll1Bwu0CFs2U/z38few4fyVDqc5HQ0MdK0sjKquaKK9sVCA+9ytubm5sp7xEiKbz8r13JvF+HN4ZT2+vmIBRgiXl/weoqanh5GaFk5sVc5cLE1VdTYvMNZaWWEReViXVFU1UVyRz6aRwT+sb6uAX7CTTCnkFOMhchndDU1MdR2cLHJWkEujo6KaitKGPEAlkqKxEIEdNje3U17ZSX9tK8m35+2HUODfWPzoJ/2AnRCIRYaNdGRXmQlJiEdu3xZB8p5jjR29z+sQdZs8VCJDNEOUt+qGursaoUGdGhTrzzJPTeeKZPygqruPzr8/w7ptLZAkO//7MLP754VH+PHSd8WFuChnDtbU1WTIrmG0HrrL3+K2hiU+fzie/RLnAuaOrh9aOLmDorM39uXtmjfZWGF8yS6u5lJKHSASb77L2XEgVkhXqaGrw7JwJcm3ljc1sjxf0YC/NjpQ9tyCMbZ+cFwjT+rEhssLH/fg6Jp4esZjRDvaEOcgvCg6lpSEFxjk44GxiovR8+i0+yvQ9/bDWF4hP9QgEzoPxTNAEMhqqOVWUzROXjnBswQbs9BWJ01wnH75mCc/HHeFgQQqIRHw0dt49x291kRpTbb2YautFaVsj+wpus7/wDtWdrXyfGcOPmbFMtfVkjVsYEdbuCoYDC52RZR4HFfEZEcRSCbvzr/Jt1gU6xT1oqWnwmOdkHvKYiKaa4iUUSyX8nn2Vr9Mv0yXpRV9Di38EzmCV66gRWXmauju4Up7PxfJcLpfLl59QE4kIs3AQyI69Bx5GFvflJusS9xJTXsjxwgzOFefKaY1cjUxZ4OLDAhffIUXK98LlkgKevRBFc3cXVnr6/DhzMWHWI1/Vt3R38czp41wpLkQEvBk5lYeCR91zu+zaWq6VlqIuErEm6N4kayT5e+Aui88QqfGHy+UDoK+jRZCzDbcLyrmWWyJHfAAi/V0F4pNewLMLBjK++jlZY2qgS0NrB8l5FYR5DaywJgS6kpRbTnxKgRzxGe0vJDksrmygrLpRLrlbeKibQHwS8xWIT0Cf/iMtq1xpGQBbWxOB+JQ3Eugvv9K738zNWX01pOwdzUZcl6uluYOT+4WSJiv/j6w9I4W5pSGRswKInCWITzvau8hMLpURoYykEtpaOrkRm82NWMHNoqGhjpuPDU6ultg7W+DgIrzsnc0VXG+DoaurhZunNW5K3H4tzR2DXGd1fX/Xk59Tye1r+dy+lk/oGFfWPTpJVhA2ZJQLIaNcSLpTxM5tsSTeLuREVCKnTyYxa04ga9ZPxE5JyoO7oaOjyeuvLODp53cQE5vNqTMpzJsj3HOTwr2YPzOQE+dSeP+LE/z+zSYM7yrTsWx2KLuO3CA1u5zUrHICvBUJspujQASHCmnvd3PpamvKhZj3o72zm8tJgntEmZurvzTFnFBvXKwHFn89vWK+ONmXrHCSYrLCr8/F0dUrZoyLA1N95K13BxJTya2px0RXhyci5MlURlUNB5MF3c8/pspbgiRSKQfThLbhUnQUNw+dw6cfssiue4S03w01kYjPJs6noLmBzIYaHr90mP1zHlSa722ek5CX6vm4IxzMT6alu5NHfMYRZukwojnQQd+EFwOm8YzfZM6XZ7In/zZXawq5UJHNhYpsHPRMWOU2iuXOIfeVv64fKuJzD2Q1VfJO0hHSmoTBOszMmbeCF+NqoDzfTU5zNa/djCK5QegfYeXG+2ELsNMbmoFLpVLymuu4WJbLxfIcbtWUymlLjLV0mGTrxjR7TybbumGifX+he70SCfEVRUQVZnCmOJvm7i5Zm72+EQtcfVno4oO/mfVfroYtlUr5Oek6n9yIQSKVEmJly88zl8iiCEaCitYWHo46TGZdDboaGnw9ez4zXZWbsO/Gzj5tzwx3d+yGqMs1GCMRNgNIpAOFCId6YO2Hyd7cj/EeTtwuKCchu4jl4+RN3xN9BTdUVlkNVY0tWPcNpGpqIib4u3DiWgaxaQXyxCfIhR8Px3EjvZieXjGafSnwDfS0CfS0405WGVeTi3hghsnANmFu/LY3jhvJRXKh8ADuLpZoa2nQ2tZFcVm9gvDUztaYxDtQoSSXz/0mMOx3yfgEjJwQR+25Skd7N65eNoyJGN6N+f8bdPW0CR3vTuh4IdGeuFdMfnalzD2WeruQhtpWslPLyL7LXSUSibCyNcbeZYAMObhY4OBsgYW1kVLBfT8MjXTx8bdXcCdWlDWwZ1ssZ48nkXijgMQbBQSHubB+8ySCRrkAEBziTPBXzqQkl7BzWwy3bhZw6kQSZ04nM3NWIA+un4i9w/CWYC9PGx7eGMkvWy7z7Q/nCQ5yxL6PND376DTupJRQVtnIlz+d562XF8hta24qJDQ8cSmVvcdvEuC9SGH//Raf4ooGesUSBS3Q4Bw+ysa1S0l5dPb04mRlgp+zPHHMKa/lfFIuIhE8elck176ryRTXNmJuoMfDU+TFx6lllUQlCVakf9yVrLC1q4tvovt0P5PGY6w7QPakUikfXRJ0P/N8vAi1lyd610tLKW5qwkBLizmeQ+eVK+zL4eMyhKsL7i+y627oa2rx69RlLDqxnZS6Sl6JP81XkQuUXt95Tr5IpVL+Fn+Us6XZnC3Nxk7PiIUu/ixy9sfX9N4VAbTU1Jnn4M88B3/ymmvZW3CbQ0VJlLY38nnqRb5Ji2aWvS8PuoXhpTX0Od8NFfEZAp3iHn7OjmZbXhxiqQRDDR1e8JvFMqdRShMl9UjE/JYdz3cZMfRIxBhqavNa0CwecA5WelN0iXu5Xl3MpbJcLpbnUtzaKNfuaWzBVDvBqjPKwmHEuW760S0Wc62qmFNF2ZwuyqK+a8BqZK1rwHwXHxa4+hBqYfeXyU4/6jvbeTvuAlF5wgO/0juQ9yJm3JfbLb2mmoePH6aqrRULPT22zF9KkPXIIr9auro4nC7k97lXCDsIq6fkSkEkem/iMzJxMwydywcg3MuZH85d5WpuiYJFxcxAj0BnW5ILK4hJL2D5hAFrTIS/KyeuZRCXWsDzSwdEyV6OVpgZ6VHf3M6dnDLG+A64fsYHuXAnq4xrKYU8MGNAhOjpYoW5iT51jYrV2jU01PH1suVOagmpGWUKxGe4yC5tHeF3Hqm4WZax2W9kxKezo5uju4QJY+XDkf/l+3Wk6O7qIelqHjUVTZhbG2FhbYyFjTFGpnr/pWNQ11DH088eTz97lqybgFQqpbKsgZz0ckoLaygrrKO0sJbSolraWjqpKm+kqryR2/G5cvvR1tHE3tm8zzIkT4qGiioDsLU35YU3FrLmoUj2/BHL2ag7sqrzQaOcWb95MsFhLgAEBjny8RcPkp5ayo4/YrhxLZ8zp5I5dyaFaTMDWLdhIg5KorP6sXL5WK7dyCcpuYQPPj7ON1+sRV1dDT1dLd58aT5Pv7Kb81cyCB/jxszJfnLbrloQxolLqURfy6GiuglbK/nFo42FETraGnR29VJa1YiLnTwRu1fW5tM3hPFqzhgfhd/zt3OCdXFmsKdc3p7mjk5+PCfk9HlmtrJkhYIlaGGwj0Kgw69xQpFSFzMTVo+Wt7hezi8kvlDQ/bw8Rd7aAwO5exZ4e6M7hM6xS9xLRYtAZoYSNwPY9Fl87tfV1Q9HQxN+mLKEdWf3cLQgHT8zKx4PGKe073xnP+z0jdmdc5szJVmUtzfzc3oCP6cn4GVsySIXfxY5+40o+MbdyILXg2fxgv9UTpam8Wf+LZIbyjlRmsaJ0jSc1UZu+VERHyW4WVfAFzcvUdwm6BBm2vrzasA8LIfwIWY0VvLarShZodCpNp68O2oeNkqqrbf2dPFZUjQH8pNp7x1YIWupqTPe2pmpdu5Mtfe4Lx1QPxo6O7hUlseFklwulxfQ2jMwEZnr6DHX2ZuFLr6MsR6ZuXEoSKVSchrquFCcx8XiPG5VlSORStEQqfH2hGms8wu5r4nhUmE+z545TltPD15m5mxZsEyhqvBwOJiWRntPD57m5ox3VK63GoyC+gZau7rR0dDA03L41AViyb2Jj62JIWoiEV29Ympb27A0VBxoAxyt0dfWoqm9k8zyarlq7SCEtScXVhCbXihHfMb7CULm3PI6KuqbsTUTrouamhDWfiI+nfiUAgXi89P+OG6myVuD1NREjA915cSlVBJu5ytUa/f3tuNOaglpWeUsmCU/MMuSGP4XLT5SqVSWsdnbf2T6njOHb9HU0I6tgymTZo0899NfQX1NCzeiM7h2MYPb8Tl0KdEtaWppYGEjkCBzayPh7z5SZGFjjKWNMcbmBiOuVi8SibB1MMP2LguKVCqlsb6NssJaSgprKS2spaxIeK8orRcivfpE1HfD1NxAzkLUT4xs7E3R6IuksrEz4W+vLWDNpgj2/hHH6WOJJN8u4u9Pbicw1Il1j04mZLQLIpEIvwAHPvx0DRnpZez8I5ZrCbmcP5PCxXOpTJnmx9oNETi7KFrB1dXVeO0fC3jk8a2kZ5SzY1c8mzYIE7uftx0bV09g6+44vvjxHIG+9tgMIjfuzpaMDnLmZnIRB07d5tmN8gkN1dREuNqZk1FQRX5prQLxGS5rc31zO1czBN3T3W6ugqp6ziQKIe6bZ8lP6L9euE5jeyfu1mYsHSN/L17MzOdGYSnaGuo8P1O+SGlFUwu/XxWKlP59RqRckEevRMJHFwXdz4awEBxN5AleS1cXp3OEIJHh3FylzU1IAQNNLcyHSdw6krIV90K4jRNvj53BW9fO8dGtaLxNLZlir7yifaiFPaEW9rw3Zg4Xy3M5VphGdHke2U01fJYUzWdJ0YRZOLDQxY95Tr5Y3MN1pauhyQMuITzgEkJaQwV/5t8iqiSVgpbhs3gPhor4KMGz13ejrqeNlY4RbwQuYKqN8mye3RIxP2bG8HNmHL1SCcaaOvwzZDaLHAOVTvwxFfm8du0k5e2CS8RSR5+p9h5Ms/Ngoo0r+pr3TgF/N/Ka6rhQksv5klxu1pTJWSgsdfWZ4eDBfBcfxts43bfVaDC6xL1cryjlQlEeF4rzKGmR17P4mVvx9oRpjLO9N/EYjJ0pd3j7ykUkUikTHZz4Ye5CpfknhoJEKpW5udaHjIxw9bu5Amys7nlNpCOw+Giqq2NtZEBFUwulDc1KiY+mujpj3B2ITs/nak6xIvHxd+X7k/FczSqmu7dXlsXVWF+HIDdb7uSVE5dWyPLIAUIyIbCf+BTy/MqB6BgvZytMjXRpaO4gObucML+B3yQ8zI0Tl1KJv52vkBk3oE9orEzgbCcjPoo6Jpm4eQTEp7K8kabGdjQ01HD3urdFr7dHzME/YgFYvikSdY2R56AaCaRSKYVZlVy9lMG1C+lk3VXuwcLGGFdvWxpqW6iraqKhtpWe7l4qiuuoKB56oFXXUMPcaoAUyQjSoJeZpZGMhCiDSCTC1NwAU3MDAvosMP3o7RFTWdYgI0L9FqLSwloaaltpqBNeKbcKFY7L0dWSBSvHMmtpGFpaGljbmvDcq/NZ/VAfATqaSEpiMa88vYOAYEfWbZ5M6BhXRCIRvn72/PvjVWRllrPzj1gS4nK4eD6NSxfSmDzVj3UbI3BxldcHWlsZ8cJzs3j/wyh27I5nzGhX/PusfetWjOfa7QLSMsv595cn+er9VXKEcdWCMG4OSmh4d44pV4d+4lPHNHmP1LBZm8/dzkYskeLnbI2ztfwi89ez15BKYWqgO172A+ciJCu8A8BL8ycpJCv8vD9Z4YRR2JnIL9y+vNSn+3GyZ7q3fG2xfUkp5NXVY6qrw1MT7joJhILLnb29eJqbE2wz9DNT2C9sNjEZdhy07ktD8l8hPgDrvUNJr69iT04yz14+xpH563EfoiA1gI6GJvOcfJnn5EtzdyenS7I4VphGQlUht2pLuVVbynu3zhFh48pilwBmOHjeM6edv6kt74ct4JWgGUTnp7OID0Z07CriowQiRKxyGcvzPjMw0FQ+Cac2VPDazWNkNVcDMMvOh7dD52Kpo/iQNXd38kHiBfblCRO0g74x742ZQ6St231bXnolEm5Vl3G+JIcLpXnkN9fLtfuYWjLT0YPpDh4EWdxfLa+7UdvRxqXiAi4W53GltIC2nkEWKnV1Jtg5Md3JnWnO7tiPMCyyHxKplA/jLvPbHWEVtMLXn/enzLyv5IoA8cXFFDQ0YKClxWLfe1d2h5FVZB98nCAkbBxuMLE3NRKIT30ToU7KLRnhnk5Ep+cTn1PMw1PlQ1V97C2xNNanpqmNm7llTPAZsMZM9HcViE9qgRzx6Q9rzy+ro7K+BRuzAW3QuEAXTsdlcC2lUI74jAl0Rl1djZLyBkorGnCwHRj0/fsEpEUldbS0dsoJTvuJT119K52dPXKlFfr/7ukRI+6VDFtpvT9/j7uXzbBlDvoRfTqZ6oomTM0NmLlYebbf+0V3dy8p1/K4djGDa5cyqL4rI7VngAPjpvkyfpofbr62cr97d3cvDdXN1FQ2UVvZRG1V3/ugV0NNC+JeCdXl/4+9/wyLIt2i/uFfd5OzRBVQMGEAE+acc84556xjHnV0zKNjzjlizhhQMYsRBQUUFQQERHKOHf4fitR2N+Ccc573ea531nXxhbqrurqr6q51r7323okqxy4MkUhEKSujfLXIqowZdo5W2DpaYVfBEksbU433nJa2JF/NafhTRnhaSibhobFKpCgiVAifZWXmEPL5BztWX+P0gYcMGNuCTr1d0dHVxtrGlOnzuzBoZDPOHnvKjStv8PP9xsJpJ6he045h41ri2rACIpEIp6plWbl2AJ8/RXHi6GOePv7Eg3sBPLgXQItWVRk2sjkVKhZ4ONq2rs7zF0HcvRfAmvXu7N89CgMDXbQkYpbO6cromUfw9Q/n1KVXDOtXoLI0qu1IeVtzQiPicb/nx8Buyu0bHMoIKk/4D9XfOSa3eKG1mho+N1+p78QeGp3ATW9B7ZnYUVnt2XLzKTkyGY0ql6N5VQelbWdfvSckNgFzQ33Gt1B+tv0if3DlnZCivqCDsu8nJSuLrY9z+3w1bYSJnur7Jr8haY0aRc5BobmtKsqZmGkcA/95qCsPIpGIPxt24EtSHK+jIxh/7yKXu47Q2Ji6MEx09BhQsRYDKtbiR3oK7mEfuBriz/v47zz8HszD78HoSbRoZ1uZHg41aFGmYpHvBmNtPVqWKZkfFP4lPmqxp+Fwmjmor5MgVyjY4n+f/Z+8kCkUlNIx4I86nehsW13tTfk06ivznrnnd0AfWaUec2u1+mV153V0OCcDfbgfEURiVmb+/7XFYhqVLkc7u0q0ta+EXQnr7GhCek42R/3fcif0C29/RKIotM1K35C25SvSplwFmtqW/0cKFQhVQ5c8uMutIEG+/a1RU6a6NvxHvoljb4Vy8X2qV8dIp2Tn4xtZsowuKChgWFwqpl0pU16HRBRtcM5tUvrmawSZOVL0CpmLRSIRzas7cvGZH4/9g5WITzNnB3ZefcqLj2FKpmRTI31qVCjN+6DvPHv/ld4tC5Eil/LcevqB5+9CmDKwwBtkZKhLrWq2vPH7xrM3X+nftYD4mJkaYFe2FOGRCfgHRtLItUC6NjbWw9BQl7S0LL5HJeLoULAS1i/kc8jMylFbzyoP+cbmEtTvkcvl+e0peg1rXGR2U0ng/TiQm2df8ubJJzLSCsLAOrpa1GlamYatq9GgVTUsbDSTeB0dLWzszLEpwtgrk8pIiE1VS4ryyFLcj2SkOTLio1OIj07hk5pu63oGOtg5Wgl/Fayo26wyVXPTz4uCobEeTs52ODkrZ9/J5XLiopN5dv8jZw8+IvZHMrvWuHPmwEOGTW5L576CUdfKxoSp8zozcGRTzh734volbwLehbN4xkmqOdsyZW6nfH9W5SqlWbG6P0FffnDi6BMeP/zIowfCX7MWTsyY3Sm/FcbMae157xdO5PdEtu/2ZMFvXQAoW9qMWRPasXbrTQ6efEL92uVxqiQ8m2KxiIHdXPlr7x3O3fCmX+c6SoqQRW4YKyE5XeV30KT4hMck8i74O2KRiA71lI3yB+68RK5Q0KKGI9XsC1TZ99+iuJlXrLCrss8sJTOLnbnFCqe1aYyRmmKFAN1dquLy05yz7/kr4tMzcDQvxeA6qtmon2Jj8YmKQkssplcxC7s84lOUsRkKQl2pOdkkZ2eViKhogo5Ewu5WvenhfpTg5HimP7rC6kYdf+k9ZGNgzNiqDRhbtQHByXFcCw3gSog/ISnxuId9wD3sA6Y6enS2r8qwKq5UL/WfFy79l/ioQU1zzeGaV7Gh7Al8CkBXuxosrd0Rc13NMcnZXleJzUyjvFEp1jfqSgPrX68/olAoGON5Pj8by0xXjza2FWlnX4nmZR0x/g9u3MKITk9l7K2LvI8tqA7rbGlDm3IVaFe+Es6WNv+RghSWlMgBH2/OffAjUypFRyzhr7Yd6elUMqWmMNJzclh+7x6ewcEADCuBqTlLKmX9vce8zzU21yqB4vMqVHghFVUXSC5XEJMi+AmSMjM1jrM1N0VLIiZbKiMsNpEqPzU7bORUjovP/PD5qhxqqmJnhaWJAbHJ6QSE/aB2xQLS0MTFkfdB3/F6H/IT8XEA4FNoDD/iUrApVLCwSd0KvPH7xjXPd/TuVFtJsneuWpbwyAQuuL+hQR3HfBO2SCTCtmwpPn2O4q5nAOPHFsgM2joSdHS0yM6W4v0qmBatNF/P6CghVCaVyjWOyUNYcAxhQYKi2qiIY5YE2Vk5LBt/OL8uk7m1MQ1aVaNhm2rUblwJvRJ0Gi8pJFqS/HAWGgqIy+VykuLTiPuRnE+IosLjCf8aQ/jXGL6HxZOZns0X/wi+5KpkJ7bdwdbBktY96tCmRx3KlCt5ax0Qag5ZlTajx+BGdOrjiselN5w5+JDYH8lsXXEZS2sT6jcvIAKW1iZM+a0TA0cUEKAPfhEsm3Mat+uzlQhIxUo2/LGyL1+Dozlx9AkP73/gyaNAypQtxcQpbQGhyeqi+d2YPc+NWx7vGTeqRX5NqE5tavD05RcePfvMmSuvWfZbQZZXpxbV2X3iEd+jk/kQFIVzlQJF1Ti3k3pSqupzF5ckPJOWpsrz87MAwdtTt7JdfisY4Zoo8tWen6s0X38jKEStq1dUKVZ4/2MwiemZGOnq0LeesgcnIimZl7lzSL/aqv6ci++FpIxeztWU6v3kwStMKHoqFom4EBDA6Lp1NSofMbk9ui4FBlDD2pouFauoJcmG2jpY6BkQl5lOmzMH6Fu5Bh0cK1PHuuw/mt+t9A3Z16YP/W6e5GHEV5pd2IOzuQ0dy1WhY7nKVDYrecmVCiYWzHRpzgznZvglRHE1xJ9roQFEZ6RyOsiH00E+9HSowZyaLbH/hW4EP+Ofmz7+/xQVjC0RI1zE35zbFEl6gPzqyfNqt/pHpAcgNjOd5OwsRMCZjkN4PWA6m5p3o4tD1f8a6fmSGEefK268j/2BuZ4+q5q15/nQSbj3GcGces2oaVX6H5Mev+gfzPBwp/WJQxx/70OmVEpNaxtO9u7/j0jPx5gYep08yQV/oSHegubNqWhedGrt1/gE+h87zfE3PgBMb9oIO7OiVyVBMXEsvXYXgKH1NbfAOPD4FU+/hKItkdC9lubvc8bLF6lMThkzYxwKVYHNQ3aOUC3bWF/5mopEImwthXON+2ll2yi3V9frD9+QygrIhLmpAbWdBIJ093mg0j6dW9XAxEiPoLBYzt94o7RtYM966GhLeOH9lZPnXyhvyy3Q53bmOV7PCjKMRCIRvXLVgo3r3An/ptn70razQM6uX/Lmyf0PGscB2DtYUrm68JLbteYaMlnxZEkTtLQl+f6gP3aP5Pijxcxc1ZdGbar/V0lPSSEWiyllaUylGrY0aludbkMbM25BV5bvGcUBj3lc9l3Jvpu/sWzXCMbM60zLrrXQ1dcmIiSWE9vuMKbdX/w2aDc3Tr8gJUlV7SgOOrradB/UkEPX59Cht1An6+xh9b2OLKyMmTynI0cvTcfAUJeE+DSC1BiqARwrWLN0RR8GDmkMQEK8cjilVk17DHMbj6YXygIUiUS41hLu5ZwcmdI+urra+WFR7Z88XnG5BmYLU9V+ZQkpQiaruYnytmypcHzLn/4vFovQyT1+4WbCAKa5PfhM9FXn20YV7NHX0SY1K5sb75SftbKmJtQvJzyHqz0ekJGj7IPrWUOYL/a/eE1IfILKsbs5OVGnTBmyZTL+evyYbseP8zQ0VGUcwPg69bA3MSUqLZVpt9wZfuU8QQnqn8VVzdphrKNLbEY6e9+9ou8VNxqd3M2SJ3d4HB6i1Di7JHCxKM2htn1pYGOPWCTCL/4Hf/s8psPVQ7S5vJ/tvl5kSEtW7gKE+8HFvAy/123H057TONFmCN1yawNdCfGnnfse/vS+Q1xm2i+dZx7+JT6/CCs9I+pbCQTGI6LoiRugprnQRdwvXv1EURJEpAqrZBsDIxqWtv+PTMrq8PJ7OH2vuBGekoSDiRkXew5lWPXaxfbiKgoKhYIn30IZduUc3c+e4NrnQEFCLueAW6/+XO4/lHplfq1Pk0KhwM3Xl95ubgTFx2NjaMiJfv2YUL9+kftd9gug1+GTfIiOoZS+Pgf692JG88ZF7pOalcXUs9dIz8mhoYM9M1s3UTvO60so2+56AbC0e2uql1VfmyItM5sD918BMKl9o3zzcmFE5obJypRSDbWY5k7ESWnKK9tqjjYYG+iSmpHFhxDle6x9Y8G/cOcn4mNmYsCU4YJic+DMU37EFoTnKjpaM2tiOwAOuj3B27dgkm3Tujq9ewovyTV/uRNZKMNrzPhWuNS0Jz09m2WLz5OSUlA+oTCata5K3yGNANj45xW+haqvuguCcrJg3QD09HXwffU13+T8TyAWiyltL5BjXT3tIuvf/N8AbR0t7Cta07hdDfqPb8XCzUM45bWUuX8NpE7TyohEIgLehLB92UWGNFnFqunHeXbXX6nDfEmgo6PF8MltkWiJef86hEA1Ibc8WFgaU8tVICc+r78WedzSZQSinqGmxEHeAkohVyj9PzO35YnuT94vhUJBUu79ZGaiTEgiY4S5sYyV8iJGKpWRkp6rkBsp75NXiLRwrbQ8WOWqQ9FJyoStcmlBnX0TEqmU8ABgbWLElNaCH2ijx2NSMgvqpIlFIjb17YKloQGfomNZceOe0v6zWzShnl1ZUrOymX7Jncwc5etnaWjI2UGDWN+xI+b6+gTFxzPiwgWmu7sTmaJch6dO6TLcHjKSmfUboyOR8DQ8jM6njrHO6xFp2crXoXMFJ54PncTOdj3oUbEaxto6RKencSLAh+E3zuF6bCdz7l/n1tdPJSYsTcs4cLbTEF4NmMb6Jp1oY1cRHbGEr8kJ/O3zmHaXD3A77LPK71ccJGIxTUo7sK1Zb652GkOz0o7kyOUcCXxF66u72eH3hHRpyUpp5OH/7qf//0f4kqzaCLAwOtsK9SZuhAcUeywXC4H4vIv7XsxIzYhIE15Mtob/mX9HHa4FfWTY9bMkZWVSx7oMF3oOxaGIqp/FQSqX4/75Iz3OnmD4lfM8/RaGRCSiZ5WqXB80nKM9+tLYrnifgsoxAwPpefIkSz09yZbJaOXoyLXhw2lYRPp6WnY28909mOfuIRCYcnZcGzOMlhUdNe4DwkS7+OptvsYlYGNsxOa+XdSSzcjEZOaevYFcoaCvqzP96rmoOZqAE0/fkpCWQTlLM3q6Vlc75nu8MJHlpawXhmmu0TgpTZlQSMTi/FT2F/7KvcDaNKiMRCzi49cfhEUprya7tnbGxaksGZk5bD18X2lbtw416dLWGblcwYqN7sTEFUywkye0oUb1sqSlZfHHn5fy+3NpaUlYuqIPFpZGhIXGsmThWY1ZXmOntcW5djnS07L5c8E5tS/HPNg5WDJ5YVcAju64S6Cf5hdzccgLDUUWkY31fzP0DXVp26suaw6P49jDRYyd3wUHp9JIc2Q89fDjzynHGNZsNTuXX+aDT2iJXzBWpU1p3UVQNM8deVzk2Nr1hGfH53VIkeMMcpWR9HTVayvKJR7yn84vO0t46evqKhOf9Izs/NCoqbEyiYnKJe1lrJSfmcTcBYJYJMLYUFmlySO96hRE69zQV8xPxKdx5XJoSySExSYSHB2vst/wxnVxsCxFXGo6u+4/Vz6msRF/9+mCWCTikm8A53O7soOQ7bmlZ1csDAz4GBPLn3fu/3xoxCIR/WrUwHP0aEbUro1YJOLGp090OHyYPS9fki0rUGf0tLSZ1bAJd4aMoq1DBXLkcva+eUW7k4dx//xR6Z4w1NahawUntrXtxusRUzncqS+Dq9bEQs+A5OwsLn4OYNKdK9Q5uoOJty9z8ZM/SVmaQ/l5sNAzYGDlWhxq2483g6azqVlXbA1NiEhLZsL9i4z2PE9Isqq6VRI4m5fmWJvBHG09GOdSpUmVZrPp3SNaX93N2SCfEh/nX+KjBqe+vihyewfbqogR8T4hkm9pRV/APMXnffz3X2a6eQjPVXx+NXOqKCgUCvb5vmS65zWy5TI6OlTGrdtALPRVJeOSICMnh+PvfWh74hDTPa7jFxONnpYWI2vW4cHwsWzp0JXqlsVX6iyMzJwcTvr60v7wYWZev45/dDT6WlosbtmS/b16YWGg+Vw//IihzxE3LvkFIBaJmNm8MUcH9cVGTap5YaRkZjHn4g08PnxBWyxmW/9uWBiqfk5WjpRZp9xJTM+kRllrlnRrreZoApLSMznyQMhem9qhsdpu0wCR8bnXWQ3xyZPeE9V4GRrmhrte+P/Un8vEgPo1BFJ059lHpW1isYh5E9ojEYt4+OIzXt7KnY1nTWpHRQcrEpPSWf7XNaS54QFtbQl//N4TM1MDvgRFs2X77fz72tzCiLUbBmNkpIf/+3BWLb+ITI2XR0tLwpI1/TC3NCI0OIYtq92LfDY69KpL8w7OyKRy1i88R0Z6lsaxRaFseYH4FJWG/v8KLEub0m9cS3Zfm83OKzPpM6Y55tbGJCem4+72jDkDdjG+40bcdt4l6pvqi/pn9Bsp1Nbx8gwokhjWrucAwHufMJWQVGHkdYXPUEN8NCk+Wblqle5PvfMSkgWyr6erhd5PBveouFziY/kT8clViEwM9VQSE8QaiBdoVnwM9XTykxM8/VS7gOtoSVjctRUAJ5695fMPZSWzkaM9s3JV45U37/EhKjp/m42xEZt6dEYsEnHunR/n3/mjDiZ6evzRpg1Xhw2jnq0tGVIpG548ocuxYzwOCVEaW87UjAPdenOwW2/K5Ya/pntcZ9iV83yOV72+uhItWperwNoWHXk5bDJnuw9mrIsrtkYmZMqkeIR8Zs6DG7ge28nw62c5EeBToqwwI21d+lR05k7PsUx1aYyOWMKDiGA6XDnIprePfyn8VRjNyzhyudNotjbpSTkjM2Iy01jlfbfE+/9LfNTg9nd/YjI1l/O21DOigZXwsrkVXnS4q4qZFTpiCSk5WYSk/DOWG5H631V8ZHI5fzz1ZM2LhwCMcq7LrnY90FfTc6UkuPDRn2ZH97PsoSdhyUmU0tNjVoPGPB05nuUt2mBn8mvnnZSZyc4XL2hx8CDLPD0JSxKOObNxYx6PH89YV1eNfiOFQsHJN770O3aK4HhBsTk+uB/TmjYqNjPrXUQUvfef5Ib/JyQiESu6taO2XRm1Y9dcf4BfxA9M9fXYMrgbutqazc9HHnqTkplF5dIWdK6lvuEiFKP45Jk40zQTn/fB30n7ST3JC3fdfhaoQi4qlrdiQG568KaDnvmhBgA9XW1WLuyJoYEO7z9EsOdogf/DysqEpYt7IBaLuHXbD/cbvvnbKlS0ZuW6AejoaPHc6wubNl5XS2rMLY1YsqYfEomY+7f9uHz2pcbfRSQSMWNZT6xKmxIZFsfuddc1ji0KZXIrDEeG/r9PfAqjQrWyjF/YjWMPF7Pq0Fja9KiT7wc6vvUOo9uuZ+7gov1ADpVtqN+8CnK5govHnmr8rPIVrDEtZUBWZg4fi1DfDHKJz68oPgXER/lZSkrOC3OpLkDyFJ/SFsrPTFJq7j4/KUQAkty5QyYvSvFR9Y60dRbq79zz/6KyDaBZZQfaVquITK5gzfUHKvf9+Kb1aVnJkSypjBnn3JVCYk0cyjGjmRB+X37bkw8/lJtRF0Y1KytODxjAxk6dsDQw4GtCAqMuXmTqtWtEJitnlbZxqMDtIaOY3aAJuhItvMLD6HL6GGuePiQ1W73SKhGLaVDGjqWN2/Bk8ATc+4xgRt3GVClliVQh53FEKEue3KHhid30uXKSfb4vCS1GwTHQ1mFe3Rbc6jGGFmUdyZbL2PbO6x+Hv0Ag0N0danC760T+cG1PTfOSNzz+l/iogVQh53RI0apPFzshXHEzouhwl7ZYkp9+9z7+n4W7ItL+e4pPhjSHiXeucCzgLSJgSaPWLG/StlhSoA7ZMhnLHnoy9+4t4jMzsDM2YXmLNjwdOYGZDZpg/ovqUWRKCmsePqT5/v1sevqUuPR0bE1MWNa6NY/Gj2dG48aUKqIiaXJmJtMvu7P89j2yZTJaV3Tk6uhhNChnp3EfECbgQ8+8GXz4DN8SkrA1NeHkqAH0ra2+pMEFbz/OvX6PSAQbBnTGtpRmYheXms6JJ0LK/bSOTVSaf+afg1zB94Rc4lNK1VtVQHxUvTO2VqbYWZsik8nxDlQuwNeqXiV0tCWERsbzJUzVTzOmfxNsLI35Hp3M0QvKEr1d2VIsmtkZgLNXXvPQ61P+trp1yjN2lNAsdPuuu3wMLLi3XWras2R5b8QSER433nFgr6p8D+BcuxzjZwh+on1b7uDvG6Z2HAh9p+av6YdIJOL25Tc8vPVe41hNyFd8ijBf/78MiUSMa7MqzNs4iFNeS/lt/QDqNKmESCTC37vAD7RutptaAtR/tFD24PaVNyTGqV/Ni8WiEoW7ChQfVXUuX/H56WWX7/H5KdSVlCKc689hrhypjNhcc3PpnxSfPGNzKXXEJ1dxlcvVKT65NW6SVL9/q2oVEInA79sPohLVL4wXdG6JrpaEF8HfuO3/WWmbWCTir96dsDU1ISwhiUVXbyv9BpObNKBlBQeypDIGHD/N3w+fkKwhS1QkEtG7enXujh7NqDp1kIhE3Pr8mQ5HjrDrxQuypAVeIV0tLWY0aMydoaNo71gRqVzO/revaXfyMCf9fEnIUO/Hy/scZ0sb5tRrxu3+o7k3YCwLGrSgtnUZFMCbH5GsefGQlqcP0On8YTa/fkpAXLRGIlPB1Jyj7fqzp1Xv/1r4S0ciYaRTfY63HVziff4lPhpwNuQVGUUYptqXFcJdfgnfCUstJtz1H/p8Cjw+/xnxic1IY9C1M9wN/YKORMLOdj0YV7Ne8TuqQUxaGkMvn+X4ex8AZtZvzP3hYxlZs47GXjKa8Dkujnm3btH64EEOenuTlpNDVUtLNnXujOfo0YysUweDYo75NuI7PQ6dxCNQCFEtbtOSvf16Ym5QdEPX+LR0Jp26wvo7j5DK5XSsVonLE4dSx1796iEg8gcrr90DYHqbJjSr7FDk8Q/ee0VGdg417GxoU6OixnFxKWnkyGSIRSKs1VSaNdNgbs5Dw+rqw12GBro0qS28qG7/FO4CMNDXYdaYNgC4XX1FSLgyKWjRuAoDewn3yLptN/kWWXCvDx7YkKaNK5OTI2P5ysv5K3OAJs2qMHuuUKfljNszzp9Vv5DoPaghLdvXQCaTs2rxBRI0vHABXOo5Mmi8YMretvIKPyJ/baLM8/h8D4v7x2Hn/wXCg35wfo8n+1de5vNPlaP/KfQNdWnX25U1R8ar+IEeXvfl4PobKvu4uDpQxdmW7Cwp105rXvjlhbuKMjgbGKhmbuUjl/v/TDyys9V7fBKS1Rubf8SloFAIClGpn7Yl5io+pkaqz3/e4kOmhvjY5BGfRNX70NLEkFrlhLn8QUCw6vcC7MxNGdtcSLZYf/MR6dnKoRwzfT229OuKtljMnY9fOPK8IKtSLBKxoXsn6tnZkimVsufZK1rvPsTe569UssHyYKyry9LWrbk6bBj1c8Nffz99Spdjx3j4Vfn62JuYsq9rLw516015UzN+pKWy5MFd6h/azcirFzgb8J7ETM0kCKCCmTmTazfkcq9hPB86iT+btqWpbTkkIhEf42PZ+saLLheO0vL0flY/v8/rqHAVZU8kEtGpfJX/evjrV3yj/xIfNSirb0ZSTgbXwn01jrHQM6ShlQMAt4pRfVwK+Xz+CfKyuv6T4oTBifH0uXwS35jvmOnq4dZ1AF0qaA67FIU33yPpduY4r79HYqyjw/6uvZjVsMkvZ5u9johgwuXLdDp6lIsBAUjlchra2XGod2/chw+nZzX1tS0KQ65QsO/5K4acPEtEcjL2ZqacGT6Q0Q3qFvsgPP/6jR57T/Dwy1d0JBKWd2nD1n7d1FZPBUhMz2CmmzvZUhmtnByZ0FK1vHxhRCWmcPqZcA/N6NSkyPOJjBfIrbWpkdrvnGduTtREfDT4fADaNxLCXTefBJCZrTqpNK9fiaauFZBK5Wzcd0eFFEwc0YKa1W1JS89m2bor+StzkUjEwvldsS1bih/Ryaxep5xy3rlrbcZOELxPe3bc5e5tVZVGJBIx5/fulHO0JC4mhTVLLqj1BeVh6MTWVHWxIy0lk78WnUeuJlyhCdZlzRBLxGRl5JAQ8+udqf9bkEllvH/+hf0rLzOuxSrGt1rDwdVXubjvPjO6bmRun608ueGDTPprKcWaUNgPtPLAGADuXHxNyCflLECRSET/UYLqc/X0czLVhKmgwOD84X24RmN6YY/Pz/dTgeKjvE9WVtGhLk3G5tIWxirPVp7H5+eMLgCJKE/xUb138jw+Mcnq06TbOAvVgT391Ie7AMa1qE9ZMxOiklLY/1A1hFvTtjSLOrYCYMPdx3iHReRvK6Wvj9vQ/uzp24MqVhYkZ2Wx8cET2u09zKm378iRqb8nqlpZcWrAADZ17oyVoSEhiYmMuXSJyVevEvFT+Ku1QwU8Bo/k96YtqWFljUyh4FFYCAvu3ab+oT2MvnaR8x/8iqxJBlDa0JgRNepysutAXg+fysZWnWlfvhK6Ei3CUpLY/+41/a6eosGJXax5/kAltPa/CH+VFP8SHzUY6CC80I4HeyFXaJ5YO+eFu4rJ7spTfPwTotTGlYtCUnYmKbnNRv+p4uMdFUHfK26EpSRhb2zKhZ5DqVe66PCPOigUCk76+TLo0hmi09OobG7B5f5DaeeoWcn4GXKFAs+gIAacPs3AM2fwDA5GBHSsVImLgwfjNmAALR0dS8Te49LSGXf2EhsePEEql9O1WhWujBqKSzGFCaVyOdseeDHq+HliUtOoaGnO+XFDGFyvlsbPlcnlzD93k4jEZOzNTVnXr5PGsFUe9nq+IFsqw9XRliZVyhc5NjI3zFXWQv01zk9nT1W/IqtXTaifERqVkG/4zEPzuhWwsTAmNjGNC3dVybxIJGL22Lbo6mjxNiCcWw+V72ctLQnL5/WglKkBQSExbN5zN39SMjLUZcWyXujqavHq9VeOnVT2hwwa2pg+/YXnacNad14+V31h6BvosGz9APQNdPD1DuXQLk+13xGEejwLcsf6vw3lzpW3Gsf+DG0dLaxzW2/8n/b5pKdm8vi6DxtnnWBwnSXM77+di/vuE/E1Bi1tCa4tq9KiWx0kWmL8XwWzeuJhxjRbyfk990hJ/PU6PZpQr4UTTTsKGXsH/1JVfZq0rU4Ze3NSkjK4feWNmiNAWbtSWJc2RSqV4++rXqHK8/jI5Yp8QpOHPI/Pzy82TebmglR25dB5PvGxVH1mEnPDY+o8PkWZm60LhbrUhcLa5qq2r4LCSc5QTwz0tLVY2EVQJg898SY0LlFlzJB6NelawwmZQsHsCzeISyu4xiKRiLaVK3J19DA2duuEnakJ0alpLPPwpPOBY7gHBKo9d5FIRM9q1bgzahRj6tZFIhJx+8sXOhw5wo7nz1XCX+Pq1MN94HDuDRvD3EbNqGZphVQu50HoV+Z5elD/0G7GXrvEhY/+JGcVnVBQSk+fflWc2d+xN29HTGV3ux70qiSkycdmpLPv3SvanzvEnRDV519T+GvMfxD+Kg7/Eh816GZXE2MtPULT4ngc/VnjuA62TkhEIvwTowhL1Zw5UcHYAgMtbdKlOQQl/9qEm2dsLqWrj8E/aBFxMziQIdfPkpCVQS2r0lzsOZSKZkUX+1OHLKmUhfdus+TBXXLkcjpXrMLFfkOoUKpkx8qWyTjv70+XY8eYcOUK3pGR6EgkDHB25vaoUezq0YNaZdQbidXBKySM7oeO8/hrKHpaWqzu3I7NPbpgrKdb5H7fk1IYeew8Ox+9QAH0q+PM+XFDcLJR7SxdGLvuP+fJ51D0tLXYOrg7JvpFN1L9FpfIpZdCdkZxag/A9/i8Gj7qayeZ5Xp8ktMz1a6EjA30qFFBIHw/qz462lqM7yMYJ49dfUmqGt9FGWtTRvcXxuw49oDkn+rwWFoY8ce87ojFIm56+nH9ToF6U7GCNXNmdhSOf8KL5y8Lsl5EIhGTprajbXtnZDI5fy67yIeACH5GOQdLflvaA4BzJ54VWdywjJ05QycJ4bnDW2+TllJ8im3+vuWE+/X/hM8nOiKea0ce8/vQ3QystZg1kw7jeeEVKYnpGJsZ0LZvfRbvGc1p3zWsOjGZRbtHccTrDwZN74BJKUOiIxI4uPoKwxv8wc7fzxEeVHSZjZJi9G+dkWiJef0okLdeyi8iiURM3xFCZ/ELR5+oVZ1EIlF+uMtXQ7hLr1Abk599PnmKz8/EQpO5OTG3aOfPoa7vRRGf1CI8PrnER6omnd3SxDB/W2K66iKjvFUpKtlYIJXLefwxRGV7HtpWq0jTSuXJkclYf+OBynaRSMSf3dpRwdKcHympzL14U2VRLBGL6elcjVvjR7KsfWssDAwITUhk9tUb9Dp8kkfBIernAl1dfm/VimvDh9PAVgibbfbyovOxYzz4qnq9HM1KMbVeQ24MGsHdoaOZ07ApThaW5Mjl3AsNZu7dW9Q/uJtx7pe4HPiBlOyiSZCBtg6dKzixpU03vEdMY2+HXpQzNuV7Wgrjb19iyp0rKhlh6sJf9/8L4S9N+Jf4qIGBli79ygu+hmNBmjMczHUNaWQlyL43iyhmKBGLcTYXXkrvfjHclRfm+idqz/lPfky5e5UsmZR25SpyqttArAyKrjStDpEpyQy4eIazH/yESsmNm7OzU7cS9cZKzc7moLc3rQ8eZIGHB5/j4jDS0WFCvXo8HDuWtR06UKGYqsuFIZXL2fToKaNOXyAmLZ3KlhZcHDmYAbVciiUXnoFB9Np3gtdhERjq6PB3n86s7t4eA52i/UMPPgaz+77gefijR1uqlrEqcjzA7jvPkcrlNK1SHtcKxatrecSnrJqMLigwN8vkClIz1E88+eGuAFWTcKdm1Slf1pyk1EzcbrxWu/+gbvVwsLMgMTmDPW6qxQLr1izHuKFC2vOWvXf5VOhF3KGdMz26CU1EV629RlBwQbquWCxi7sJu1GtQgczMHBbPP0NoiKrRukXb6iUubthzaCNsy1uSGJ+GmwbztDqUKS8Q3P+F4qNQKPj87hvH/77B1E5/MbLRCnYtPc+bRx+RZsuwdbSiz4TW/HVuOqfermLulmE071obQ+MCEm1ZxoyR87ty7MVyZm0YhINTGbIysnE/9oTxrdawdMQevB9+/I/CALYOlnQdLPzOB/+6rhLyad+zLqalDPkRmcjjO+pTq/PCXW9fhajdLhaL0NdXn9mlUfHRYG5O1BDqKpr4CGRYXagrr46POtVEW0uCuZGgLKnz+QC0ycvuKiLcJRKJWNS1FVpiMQ8Cv/IwUNUTZKSrw7Z+XdHX1sLraxg7Hz1XcyRBnRnuWhvPSaOZ1bwJRro6fIiOYezZSwxzO8/biEi1+zlZWuI2YACbO3fG2tCQ0MRExl66xMQrVwhPSlK7T8VS5kyv34hbg0dye8goZjVoTKVS5mTLZXiGBDP7zg3qHdzNxBtXuPrpg8bMsDzoSCR0dKiMR//RTKrVAIlIxI2vn2h79hBuH3xVrkHh8Ffzsg7/s/DXv8RHAwY7NkRLJOZVXAgBiepvLIBOdkIZ7eLCXfk+n180OOcbm3/R35MpzWHN8wcogKHVarG3Q69/pBg9D/9Gj7MneBcdhZmuHoe792GSa4NiSUZsejp/P31K8/37WfPwIVGpqVgbGjK/eXOejB/PghYtsDYquqbOz/gUE8twt3Ps9nqJAhhYy5kLIwdT2apotSZbKmXVrftMOXOVxIxMapSx5tKEoXRzrlrkfgBhcYksPH8LgMENa9Gzjvrig4UR9CMO99zePtM6qa/4/DMKMrrUEx8dbS30c2uYaPT55BqcXwaEqqymtSRiJvYTzuXUzTfEq8nq0daWMG+CkGV15Y4vfp9U7/shfRvSpH5FsnNkLFt/hZRCdYWmTmqDi7MdaWlZLFh8jqioJKVj//FnX6pWK0tKcgYL554i+odqQ9eSFjfU1tZi4nwh4+yy2zO+fdWc/lsY+YrPf6mWT3ZmDi/v+bN90VmGN/iDGV034rbFg2D/CMRiETXqV2Ds7z3Y/2AxBx4tYfzSXrg0qpTfPkMTdPV16DioMbvuLGDt6ak0bOeMSCTi9f0PLBm2m4lt13L9+BMy/2FNo8FT22JgpEtQQCQPrvkof7aeNj0GC5WIzx95ovZlk6f4fAn8Tkqy+vCrppT2fMVHU6hLJatLvbm5sMfnZ+R5fNSZmyUaFKc85Pt81KS0A/lJCo8DQ8j6qdJyYVSwMmdEE2ExsOb6A7VjK1tb8mc34Znb9egFj7+EaDyeoY4OU5s2xHPiGMY2cEVHIuHlt3AGHD/D5AtX+RyjulAQiUT0qFaN26NGMdbVFS2xmLtBQXQ4coTtP4W/VM7N3IKZDZpwZ+hoPAaPZEb9RlQwK0W2TMbt4C/MvC2QoMk3ruL++aNKdejC0NfSZmHDllztPZyaVqVJyc5i8ePbDLp2mi+Jqs9iBVNzjrUbwJ5Wvf4n4a9/iY8GlNY3pUNZoancieBnGse1L1sViUhEQGIUISmaJ9O8Qob/pxSfC5/8c1PMTVnRtN0vp6srFAoO+ngz7Mo54jIyqG5pxdWBw2hRzqHI/UITE1l69y4t9u9n14sXJGdl4ViqFGvat+fB2LFMrF8fY91f6y/2+lsE489dpuvB47wOj8RQR4ctPbuwqnP7YjPIQuISGHjoDMdf+gAwqmFdTo8ZRHlzs2I/NyM7h5mn3EnOzKKWfRkWdG5Z7D4AO28/Q65Q0KZGRVzsi2+EChCRW7xQk+IDBapPogafj3OF0hjq6ZCUmklgWLTK9tb1K1PN0YaMrByOXlWftVO7uj2dWwlp/Bv23VEJB4jFIn6f3YXS1qZERiWxZsvN/Bejjo4Wq1f0xdHBkrj4VOYvPktiIX+KvoEOq9cPxL6cBTHRySyad4rkn16aWloSfl/TF3OL4osbNmjuRP3mVZBJ5ezbeFPtmJ9Rttx/rvgkxqVy5+wLVo4/yMBai/lj5D5unHhKXFQSegY6NO1ckzmbhnLyzSo2XpxJv0ltsav4zzpKi0QiajetwvLD4znw8Hd6jmmBvqEu3z7/YMficwxvsJyDa64SHVF8kcLCMDM3YkCu8fzoZg+ys5RDCd0HNUJXT5svHyLxeaGqVlham2BX3gK5XMH7t+rLEGgqYpi3aCppAcNEjcQnd7GgRvFJyPX4FJXOrslvaV1ESjtADTsbbEyNSM/K4fkXzSUYACa3boSVsSHf4pM48lS9Z6qHSzUGudZEAcy9dJPvSUUb780N9FnYpgV3J45mQC1nxCIRdz8H0fXgcea73yI8UVXNMdbVZXHLlrgPH04je3uyZDK2eHnRbP9+lt69y8tw1eyrwqhiYcnshk25O3Q0NweNYFq9RjiYliJLJuVW8Geme1yn3qHdTLl5jetfAknXkIVWw9KGSz2HsrRxawy0tHkZFU6X80fZ6u2lVIEa8sJfTv+T8Ne/xKcIDK8geB5uRb7nR4bq6hTAXNeAxiUId+W1rviQ8EPlAheFAsWn5MRHrlBw4L0Qzhjr4vrL2VYZOTnMvnODVU8eIFMo6OVUjfN9B2NfRCFCvx8/mO7uTrvDh3F7944smYxapUuzq3t3PEaOZKCLS5EdztV9B8/PQQw8fprBJ8/yIOgrIqBz1cpcGT2UrtWKz0i78u4DvfefJCAqGjN9PfYO6smiji01djcuDIVCwYqrngRGxWBuqM/mQV3zGxgWhQ8R0dx+9xmRCKaXUO1RKBRFFi/MQ3Ep7VpaEupWFcJq6rK7RCIRkwcKoaqLnu/yQwU/Y+rwlhgb6fElJEaliSmAsZEeKxf2QFtLwtOXXzh1sSBzxdhYj/VrBmBjY8K38HgWLjlHeiFVwtTMgHV/D8bSypjQkFiWLDij0trCwtKY39f0RSwRFVvccOK8LmhpSXj1+BMvHwdqHJeHf+LxUSgUfPvyg3O7PfmtzxaG1FnCpt/c8Lr1jsz0bCxsTOkyrCl/HpvIGd81LNk3lvb9G2Bm8WuKZnEo62jFpBV9Of5yBRP+6E3pchakJqVzfrcno5uuZM3kwwS8/lricECvUc2wLG1KdGQiV497KW0zMTOgY2+huOX5I+p7pBXU81Hv88lXfH4KzeaJxSqKj4asLnWhLplczo/cZ+bnUJdCoSiygGG+uVmD4pNXTkIT8RGJRPmqzz01VZwLw1BXh7kdhUy5fQ9f8F1D/Z/FHVtSo4w1iRmZzDp/vUTviDImxqzu3J4b40bQyakyCuCS3wc67DvCyjv3lQzTeahsYcGJfv3Y0qULpY2MiM/IwO3dOwafPZuvzr+LitJ4D4lEIqpaWvFbo6bcGzaa6wOHM8W1AeVNzciUSrkZ9Ilpt9ypd3AX0z3cuRX0mcyfCIpELGasSz1u9x9NK3shm2uz91O6XjzK6yjVopj/i/DXv8SnCNQws8XVvHyxBQ1Lkt1V3qgUJtp6ZMtlfEoqmSwP/6xq893QL3xNSsBER5cBTpr7R6lDWFIifS+c4sqnj0hEIpY1b82mdp01KitZUimLbt+m58mT3Pj0CblCQUsHB9z69+fC4MF0rFz5l9SmbJmMi+/96XrwGJMuXOVNxHe0JRIG1nbh9oRRbOvVjfKlzIo8Rlp2NguveDD/8i3Ss3NoUN6OqxOH06pKhRKfx5mX77jq8wGxSMTfA7tS2rRkDVu33RJeIF1qV81vbFgcktIzychNM9dkboZCio+aIoZ5aJTv81HfwbmBc3nqVbcnRyrjwAX1SmYpUwOmDBWKEx4485ToONXJ2qlSaWZMEAzG+44/xsevILvHytKYv9YMwNRUn8BPUSxbcUmpvYGNjSnrNg7G2FiPAP8I/lx2Ib8lRh5c6pRnwoz2wvGLKG5o52BJz6HCAmXvXzfJKSL0AAXVm1OTMkqULXX7zHPGt1zNhNZrOLTmKgGvBGJR0dmOobM7sf3GXI6/WsH0tQOo37o6Onr/rPr5r8DQRJ/e41px4NESlh0YR60mlZHL5Dx29+G33luY2e1v7l16XWzDUl09bUbM6gDA6d33SE5QDu30GS4U3PT2+kxwoKpSnRfuevtKPfHRz63lo6L4iItRfAqFuqQyeX44tXBWV1xCGjKZHIlYhGUpZYKZmS0lK/d+U5/OrrlJKYC1SV6oS3NNqTzicz8guNhM3W61qlK3fFkycqRsuPVI7RhdLa3cUhq6+ER8Z+7FG8UqP3moaGHO9t7duDhyME0dypEjl3PM24c2ew6x5ZEXKVk/E08R3atW5eG4cRzt25d+NWpgrKtLVGoqB7296e3mRtvDh9n09Cmf4zQvEEQiEdWtrJnXuDn3h43h2oBhTKpbH3sTUzKkUtw/BzL55lVcD+5m0b3bxGUoP292xqYc7tSXbW26YalvwOeEOPpdPcWSJ3dIVmOg/m+Gv/4lPsVgREVh1X429BXpUvXx9HZlndASifmY9IOvGsJdIpEIF4tcg3OcZs/Qz8ir2mz3C4rPgXeC2jO0em0Mf8HX8zA0hB5nT/IhNgYLfQNO9OrP6Fqa6+FEpqQw6MwZzvoJpueeVatyffhwDvXpQ0N7+18qKJWWnc3hl29ou+cQC67f5ktsPEa6OkxoVI8Hk8ewqlM7HMyLb576MSqGvvvduOQr9Oia3rIxR4b3xcak5Kvv2/6fWZObiTG7QzMaVtDcCLUw3oZE8vjjVyRiEVPaNyrx5+UZmy2MDYpsfZFfvVlNv648NMj1+fh+jlRqQVEYearPzScBfI1Qf792a+uCc5W8Jqb31I7p0bEWHVtXRy5XsPyvq8TGF7woytlbsG5Vf/T0tPF+G8q6DdeVVtgOjlasWjcQXV0tXj4P4u/111VW4CUtbjhkYitKWRgRERrLlZPqDaJ50DPQwdxaIJfFNSvNyshm19ILSinnU1f14+jzP9hxcx7D5nSmksuv3ef/TUgkYhp3dGHdmWnsuj2fDgMboq2rxed339gw4zijGq/g1FYPjVWYAdr0rIujUxnSUjI5tVv5Ope2M6d5ByHcf06N6lPb1QGA0OAYtdfGQIO5WaPHR43ik5Kr3IhEgtKYh++5JRuszI1Vet/lhbl0tSX5vjilz88zN2sKdeUrPuo9PgD1KtphrKdLfGo6vqFF2xdEIhFLurVBLBJxy+8Tz4PUk3j7Uqas79kREeDx4Qsddhxm/e1HJKjJLlMHlzKlOTKoL0cH9aVmGRvSc3LY6fWCtnsOceilt4qfR0sspln58qzv2JEXEyeyu0cPujo5oaelRWhiIjtfvKDT0aN0PXaM3S9f8k2DITrvOzpb27CgSQseDh/Llf5DmVCnHrbGJqTn5HA64D3tTx7mwkd/JYVGJBLRo1I17vYfk79IPxHgQ/uzh7j19ZPaz9EU/trh66UyXhP+JT7FoIWNE+UMzUnJyeTqNx+1Y0rpGtDYWpB9iypmmNdL5H18lMYxhZEpzSE2U3iIS6r4vI2O5GVUONpiMaNq1C3RPgqFgl2vXzD62gWSsjKpZVOaawOH0chW8wv/+bdv9Dxxgnc/fmCmp8fhPn3Y1KULVa2Kz3gqjLj0dLY88qLlrgOsufeQqJRUrAwNmNuqGY8mj2Neq+YlMkErFApOvvKh/8FT+V3Vjw7vx7SWxffoykNWjpSV1+4x65Q7UpmcDjUqM6aZa4m/y/ZctadnvRqUtyp5h/uIYjK68mBaTKgLoHzpUtiYG5MjlfHmk/peSjUqlqFlvUrIFQr2nFOftVi4iemD55959kbV5yESiZgzuT2O5S2JT0xnxYZrSp6gqk5l+HNZb7S0xNx78IEduz2VJr0aLnYs/bMPYomIOx7v2b/nnurxS1Dc0NBIj9EzBXXIbe994mOLXinnqT7FGZzfPAokKyMba9tS+Snn3UY2x9r218tBFIWUxDSu7L/P/j/O88lHvVJXHByr2TJ74xCOvVjBiLldMLc2IT46mWMbbzCi4R9snuvG1w+qZQQkEjFjFwgVtt1PPlP5TfqNEkjyw1vvVSplm5gZULGKsJjz8Q5RObaeJo9PXv2rQrxHoVCQla2a1ZVXtdnYUE+J4OR3Zbcs2tisjpTmV26WaTA3mxQd6gKhq3qLasKcf8+/6HAXQNUyVgxqUBMQjM6aChG2carI6TGDqF/OlmyZjEPPvWm3/RA7Hz0v0jxcGE0cynF+xGB29O5GBQtzEjIyWXvvEe32Huacrx9SNYRPV0uLDpUqsa1rV15OmsTmzp1pW6EC2mIxH2Nj2fjkCa0OHqSvmxuH37whOlXzbyMSiahpU5pFTVvyeMQ4TvUegJOFJQmZmcy9e4sRVy8QlpSotI+Znj5/teyEW7eBOJqW4kd6KpPuXGHi7ctEpak+z+rCX3v8i24zVRj/Ep9iIBGJGeYoSOknvj5DpqGgYV6460YR4a5fVXzy/D0GWtqY6RZdNyYPeWpPj0rVsDEsnjCkZmcz5eY1Njx/ImRKVXfhTJ+BlDFSH3JRKBQc8vZmxPnzxGdkUN3KistDh9KsfNEF+n5GeGISf96+T6tdB9np9YKkzCzKlzJjVad23J88lomN6hdbkycPiRmZTD/nzp837ws9uio7cnniMBo4lLxIY3BMPIP2nuLUC6HA39jm9dgwoHOJV/PPP4fxMugb2hIJk9s1LPHnQtHNSQvDzEhzv648iESignCXv2bj5aT+TRGLRDx8/QX/IPUr1koOVvTvKpDnTQc889ONC0NfT4eVC3pioK+Dr384B048Vtpev54jC+d1BeDSFW9OnlIOrzVqXJm587sBcO70c86eUlZsSlrcsF2POlRxtiU9LYsj2+5o/N5Q8i7tzzzeAdC4o4tSyvl/AwqFAr9nn9kw5TDDXBayZ/EZLu66y8z2a/mt6wYeX/X+R5WbzSyMGDyzI0ee/cG8bcOpXNOenCwpt8+8YEqHv1g4cAcv7vop7eParAp1mlZGmiPjyKZbStsqV7eldsMKyGVyLp9QDY0WtK8IUdlWoPgUX8cnRyrLr+Rc2NysqUFpnrG5qBo+6vw9UFDHR9NcXpzHJw95TUs9/b6UyGcyrW0TShno8yU6Ln+eUYfadmU4PrI/+4f0pnppa1Kzstn24Bnttx/m+Mu3ZBeRiZUHkUhER6fKXB87nLVdOlDGxJiolFQW37xD14PHufVRszfGUEeHHtWqsa9XL55PnMia9u1pUq4cYpEIn6goVj14QJN9+xh67hyn370jsZheX41s7bk2YBjzGjVDRyLhybdQOp46yp43L1VIWJOy5bjZdyRTazdCSyTGI+Qz7c8e4njAW7Xm68LhrxZlHYv9XfLwL/EpAXrY18FEW5+wtHi2frhDtkz1xssLdwUmRXM62FvtTZWn+HxKiuFBZPGrhDx/j5ZYjF988cXLotNTuZkrDzYsXbLwzIgr57kV/BmxSMTqVu1Z16YDuhLN4ZbdL1+y+uFDZAoF3Z2cODtoEPamv5Zq7xUSRru9hzn+xodMqRTn0tZs69UVj/EjGVj710zQ2TIZgw6d5s5HoabGog4t2T2o+B5dhREWl0j/3W4ERsVioqfLvpG9+a1j82LbZRTG/nuCAbdhJXtKm5XMD5SH7wnCdc7MztG4EoSCUJdfSJTGzC6ABrnE5+6rQII1hLIcbS3o3Ewg62sO3CHsu/oY+ZgBTbG2MCYyOok/t98gWU2YrZydOQumdwLA7cJLTl54oXT/t21dnWmT2wJw8Mhjrl33Udq/Q+eajJ+c6xfa7cntm++Uj/9TccN7ahqUisViJi8QCNTty28IKKLhaV7PrrAvqplveVAoFLy4K9SwadyxpsZx/xR/TT7EvB5/c+/cC7Izc6hQw44WPV3R0pYQ8DKINWP381u3jUhzfp38gFCluk3vemx1/42/L82iebfaiCVifL0+s3z0fjwvvFIaP25+F0QiEY9uvOOLv7Iy1C+3jcXNC69VUtfr1BdeNm9eBKvMeXnm5tSfCkzmLSayCnmQfq7unIc89Ub/J+9UXnVyc1PVumR5z0ZOjowMNWRdnNuyIjktU22tnrx09oTUDD580zzvNnNyQEdLwre4JI4+eqO2IGJhmBnoMbuDUBxy210vrrwNKNJE3KKSAxfGD2Fz3y6UNzcjLi2dVbce0HPfyRL7f7TEYvrVrMGdCaNY3KYlpfT1CI6LZ/pld8acvaTSS0zlnPX1GejiwvF+/fCaMIGlrVpRp4zQoPT5t2/8fvcujfft4/m3onvMaUskTKnXkFuDR9LY1p5MqZT1Xo+ZdOOKylg9LW3mNWiOe98R1LYuQ0pONkuf3GXhIw+Nv1Wn8k7satWrRL8J/Et81CI+S/mmMtDSYUwlQfI9EvSUAY924xOvPLGa6ejTs5wQo1z29gYjH58g9KdqzmUMjHG1skOmUDDmwRlG3z/NhwTND1ZZIxN0JVokZ2fR3f0oUx9e4Wty0WmrRrmenvmPbjHu1kUC44s2Umflkji5QsHdr1/4mli0SaxwnNg3KqrYG14dsmUyJWNhllRGQkYGmSVYyag9XqGV8dX3H3j0RX1FU02QyuX58f7kzCxOv3zHpyjNxfPUQT93lfokMIThO88QEF7yKrv2lmYAPPL/yojNp/nyXf1nN3Aqh0Qs4kNYNANWHuPxe/WNEhs7l8fS1JDohFSGrzjBiVuv1Rowx/dtjImhLkHfYhn++3HO3Hqj4rMx1Ndh7vh2iETw4Plnhs85gpe3Kmlv3cyJQb2F5ox7jz7i4MmnStegb+96DBssKKebt3nw4JFyw9SBgxvTf1Bu8cK/3Hn2VDm+36JtdfoNE/bfsOIKr56pFo+rVsue9j2Fuil/L7mgsddU9boOADzxeK/R5yMSifJDNUF+6kOG/wk+eguG4CZda7PFYwE77v/OogPjOfJmNYPndEHfUJdA7694XS95Sw51EIlEVK/nyOLdozn8dCmNOwhz1J2fmsZWqFaWFl0EgnfrnHIWnWuTSjhUtiEzIxvPq8rn41KnPHr62vz4nqhicnasYA2A5x1/0tIKVB8HB8H0f/LUs/zebgb6Oljlhq12HCgIedqVNgMgMPgHd58W3DO2VsJi69qD90TGKHtP7K3NEItEfP0ez8g/T/IlXPl5qlDGHDMjfZLTsxi0+gRP/UOUtpcy1Ke6vXDuwzef4dQjH7XziYGuDj1dhcXDRvdH9N9ygldBRd8rfeo6U9/BjvTsHBZd8GD4/rN8+K6ZgItFIrrUcOL65BGs6NoWKyMDgmPjGX7sHJFJ6rMy1UFXS4vRDeriOWkM05o2RF9biydfQ5lxWXO5iJ9hZWjIqLp1OT94MA/HjmVes2aUNjIiWybDO7JkUQxHs1Kc7NWfsbUFC0HoTyGvwqhqbsWFHkNoU05ISvmeWvLvWxz+JT5qMOrZLq6Ev1a6IUZXbMZG1wGY6xgSnBrDyKcHWfv+OmmFDM+rXLux0KU9ehItnseE0O3OXvYHeuXLeSKRiKOtBzHGqQFaIjEPvwfT7eZB5nhdJTw1UeU8KplacLfnWHpXqIEIuB7ykfaXD7Lk+W2iM1RXKtYGRtzpP4bBVWsiEYm4GxZE5wtHWfbkLklZ6n0hZ/sMYnLdBmiLxdwP/Uont6NsePZEYx2GWU2asLlLF2wMDQlLSmLc5cuMv3yZ0ETV89eEVhUduTFuBEPr1sJAW5vPsXH84XGP5jsPsPruA0ITSn4sHYmEyxOHMqV5Qwx0tPH/Hs2EU5cZcuQsL0NK9sKqYGXOtRkj6VWnOmKRiHsfgui98zi/X7xNXGrJ+iRtGt6VWZ2boq+jjU/odwZuc2PF+bskFBGWysOg5rVYO7wzxvq6BHyLZvBGN47eUyUrlWwtOTxvEA6lzYlNTmfmriusOH5bpZKzsYEeR5cNoYmLA9lSGVvPPmLS+nOERycqjSttacLR1cOpV6McWdlSNp94wJTVZ/kWpUx+m9aryO6Vg7EvU4rY+FTmrb3Emp23SE1T/tzJo1oydUwrAI6dfcYhN2XyM2ZUc7p3rY1CAavXXePVT2nQEya3oWPnmshlClb+cYl3PsqLi3HT2tG6Q27riwXnCFDTyXzCvC5YWpsQERrHgc3qV4g1G1bID+0c2qDaryoPQ2blqlhbPYiP/u9NukC+T6hptzo41S3oTWdR2owRi3rQa5KgkF079PC/+pkTl/cG4P3zLyTFK88hHfsJxPXhdd/8TukgzFvdBgj91tzPvlS6pvoGOnTsVhuAS6eUyVSb9jWwszcnKSmd82cKQpjjx7TE0FCXj4HfOZurPEkkYpbM7oJYLOKGpx837gqqXmUHa0b0EULH63Z7EBYpLPwGdqpL9YqlSU7LYsl2d3IKLX5cKpZl1/x+WJkZ8vV7PKNWuXHl0fuC/nL6uhyZN5Cq9tYkpmYwfccltl16nK+2ikQi9kzuSyvnCuTIZKy7cJ+5h91JUVMxfUmfNvzRty2mBnp8jopj9J5zzD95Q2OYTCwWsX9UH+Z0aIa+jjZvwiLpv8uNVdfukaSh9xcIiskg15qcGzsE+1KmfEtIYvjRc0Qk/tp9aayry8zmTTg6qC86EgkPg0N4EfbrxN7O1JRJDRrQwsEBgF+x94tEIhJyw2OtyhcdnsqUSXkdJSiQw2vU0ThOoVDwKaHki1WR4n/ZAvX/MSQnJ2Nqakrd83OQGOpSp5QDi2r0wsHIOn9MUnY6fwd4cPmbsPIprWfK0prdaW5TJX9MWGoCy95exytamNirm5VmjWs3qpsV9KIKSYln07tHuIcKniAdsYShlesytUZTzPWU49kAAfHR/PXmIQ8ihFW+vpY2Y6vVY4JzQ0x0VL0wQYnxbHz1OD/0ZaFnwKJGLelbuYZa30pwQjwrHt/nUVgIAGWMjPi9WSu6VKyidnxqdjY7nz/n0Js3SOVydCQS+lSvzhhXVyr+QguKlMwsLrz35+QbX0JyCY8IaFHRkeF1a9G8gkO+J6A4xKels//pa0688smvg9G0QjlmtW5KTduSFRIMio5jx71nePgJPdqM9XSZ3rYxgxrUUskeUYcfSalsuv6Y62+F1amJvi7TOzahf6Oaxe4fnZTKilN3ePIhBIDajmVZObQj5azMlMZlZkvZdfUpJ++9QaGA0ubGLB/egQZVyymNUygUXHnsx+ZTD0jPykFPR4vp/ZvTr3VtpQarCoWCS/fesd3tERlZOejpajF1YHP6tlMel5mVw75TTzh73RuFAqwtjFk4uQMNaytPXmevvGbHQaGNxKhBjRkzpFn+NplMzup117j/8CN6utr8/ddAqlezLdgulbN86XmePf2MgaEum7YNo1LlgmuXkyPjj7mnef0sCGMTPXYcHU8ZW2Uj+ZvnX1g84QgAq3aPpF7Tyiq/9dfA70zruRW5XMGGk5Nwrq86ActkcmZ1/5sv78Op26IqK49PzM8I+k/x97Qj3D3znJGLezJodmeV7bHfExhZ53fkMjm7Hi7FsbqtmqP8M0zrvIEgv3BmbRhMx0EF2YcymZyRLdcSF53Mku3DadrROX9beloWQ9uuJyM9m3X7R1O7YUFj4oiwOEb32wnAoXNTscv1UAE8evCRP5ddQE9fm2NuUzDPrW100+Mdf/19E21tCQd2j6Zcbvjx2NlnHDjxBF0dLfZsHEZFByukMjmzVpzlbUA4FctZsn/tUHR1tfkem8zI34+TnJZF09qOLJvUSalSc0JyOssO3OS5n2AY79y4GguHt8Ugt49YVo6UTecfce6R4LepVaEMa8d2pbS5oDwpFApOPHjLlmuPkcrk2FqYsG5EF2o6qPYUTEzLYNstL869eIdCAQa62kxu14hhzeqgraH+V1RSChtuPeLme2GOLmWgz+wOTelT17nIBshRySmMOHae0PhEbM1MODaiH3Zmv2Y3AFh++x4n3/jSuLw9xwb3++X9ARbdvs1ZPz9+a9qUKQ1L5m2UyuU0OLSbhMxMTvceSENbzV7Mw37erPC6h6NpKTwHjNX4LrgVGsiEm6f5Nnk5SUlJmJgU7Zf8l/gUQh7x2ed7k+M/npEpy0FbJGFUxVaMrNASHXGB9+R5TBAr3l0lIl1YHXexrcn8Gp0x1xXiwwqFgkth71jre5uknEwkIhFjKjdievWW6EkK4tXv47+z/u19vH6EAGCkrcvE6o0Y7VQfAy3VVPTnUWGs836AT6xgSC2lq89Ul0YMq1oXPTXeHK/IMJY9uZtfFrx+aVv+bNqOahbWKmMVCgV3vgax8vF9wlOElUQTu3Isb9GGyuYWKuMBguLj+fP+fZ6EFmSjtHZ0ZKyrK41+IaVdrlDw5Gsox7x9eBT0NT/hw6GUGUPr1qKvS40Sm51/JKey6/ELzr8tyGBo51SRma2bUMW6ZLV1fMIiWeV+n4BIQYZ2Km3Jkm5tcHUo2QvIOzicNZcfEPhdCDVWKWPJ4l6tqVdM3y6FQsGl5/5suFRAVub0aEH/pjVVJsM3n8NZfuw24bGC1D+oVW2m926WH3bLQ2RsEisP3eb1R0Ehqetkx9LRHbCzNlMeF53E6gO38Q7IHVfNjiXjO1LWWnlS9f0Qzuqdt4iISgSgR7uaTBvREkODguujTH6aMGZI0/xtOTkyfv/jAq9ef8XYWI+tG4fg6FiQDZiVlcOiuad55xuGWSlDtu4cga1dAZnOyMhm/pRjBPpHUsmpNJv3j0b3Jw/IrnXuXHV7joW1MXsuTMfYVHUxsW3pBW6eeUllZ1u2nJ+mltSEfopiRpeNZGflMGFZL3qPb60y5p/gxF/XOLnhOp2GN2PmpmFqx6wavZen7m/pMrI50zcO/a98LsCprR4c23iDBm2rs+LIRKVtBzfc4Pz+hzRuV4Nlu0Yobdux6iruZ1/SrH0Nlvw9WGnb0jmnePHkMz3712fqvAIip1AomD7pCB8/RNK9V11mzumc//8Fv5/j1euv1Khelq1/D0UiESOXK5i/4jwv34ZQztacfX8Px8BAh5j4VEbPO0ZCUjrd2rqwaLLQFNfL9ysLt1wlO0eGjYUxq6Z1xaVy2fzPl8sVHL35ir2XniKTKyhfuhRrJ3ejsn3B/XbH+xMrT9whNTMbU0M9/hzZkeYuBTW/3odGMf/IdSLjkxGJYECzWkzv2hRjfdX5KCD8B6sv3cc3TJifHa3NWdyzFY2raE7+eBH8jVXu9wiKFtQsF1sb/ujZjuplVefoPPxITmXEsXOExCdS1tSYYyP6YV9MfbOfEZmUTNu9h5HK5ZwZNpC6dmWL3+kn/BPi8zIynIEXz2Cqq8frsZM1FtiVyuW0OnOA8JQkVjdrz9DqtdWOy5Tm0O7KQcJifvxLfP4J8ohPUlISqVoy/gq4gleswMYdDK1YVKMXdcwLVobp0mx2Bd7jRPAz5Cgw0zZgvnNnutrWzH/hx2amssrXIz/bq7yhOatcu9LQyiH/OAqFgidRX1nvc5+AXM+Ptb4RM12a079CLZUbQ6FQ4BH2mQ1vHxKUJDwstoYmzKrdjD4Vaqikb2fLZBz282artxfp0hwkIhEjatRldr2matWiTGkOe7xfsfvNS7JlMrTEYkbWrMPMBo0xVjNeoVDwOiKCA97eeAYF5ZOWGtbWjKlbl65OTr9kFA5NSOTkG1/Ov/PPL75loK1Nb5fqDK1bi8qW6knYz/iWkMiOh8+5+v4jcoUCEdDVuSozWjUuUcsKmVzOudfv2XLnKcm5Mnf3WlWZ26k5VsbFZ8zJ5HLOPX/PtlsF+3eu7cRvXZsXa4COiEvij1N3ePVZICGNqpRj+eD2Kplf6ZnZbLn4mPOPBUNwOWszVozoSK2KypOYXK7gwgNftp97LKg6GtQfuVzBRU9fdpx+RGaWFH1dbaYPaUHvNjWVSGxGZjZ73Z5wLreys42lMYumdKJ+zYIJ/szlV+w89ACA0YObMHpwAfnJyMhm3qIz+AdEYmFuxPbNQylTxix/e2pqJr/NPEHQ5x+ULm3Kll0jsSyUuhzzI5kpI/aRlJBOh261+G1pD6Xzy8zIZtrAXYSHxNKykwuL/hqo8hsnxKYwtv0GMtKymPvXQNr2Ul/+4frxJ+xYfA4tbQmbr86hknPJswU14babF5tnHqNuq+qsPjdD7RjfJ4Es7L0ZPQNdTrxfh6FJyQ37RSE08DuT2q1DS0fCGd81GBSqjxPyKYrJ3TajpS3h5JPfMSlVYB7++imKyf12IJaIOe4xFwvrgnvx7ctgFkw7gZ6+Nm7uszEqlAXn6xPKbzNOIJaIOHRsIna55QSio5MZPeEg6enZTJnYhv59hVBbYnI6Y2ceJSYulXYtqrH0t65Cn7J3ocxaeQ6FApZM65zfWuVTaDS/b3fnW1QiEomYyf2bMqRLPaX72udTBL/vvU50Qiq62hLmDG5N75YFjY2/xSSy8MB1PuS2ehnezpVpvZrmz1vJ6Zn8dfEB114J1fmtTAxZ0LcV7WpVVlncyeUKrnoHsOn6Y+JzQ90dalZmXrcWGnvx5chkuD33Zce9Z6RlZaOrJWFdv050dK6idjzAj5RURh47z9e4BMqYCOSnXAnmtcJYfOMO59750bKCAwcG9P6lfQEWenhwzt+fuc2aMblBgxLts+bpQ/a/fU0vp2psbt9F4zj3oI9M87yGuZ4+XkMmoqelvjjojndebHz7GEskeI+a9y/x+VUUJj4mJiYoFAruRr3n7w/uxGcLMduedvWY7tQZE+2CScgvMYLlvpf5lCyQlqZWlVhaswdlDczyx3hGBrLc5yY/MgTjdD+H2sx1bpOvEIGgelwLDWCT70O+pSUC4Ghszrzareho56TygEnlci4EvWezzxOi0oXzq2Jmybw6LWhnX0ll/PfUFFY9v8/1YKG0v5W+Ib83akXPStXUKjNhSYmsevKAO18FM6uVgSELm7Sgt5P68QBfExI48uYN5/39883KpY2MGFGnDoNdXDDRK3lacFp2Nlf9P3Lc24fPsQUm1PaVKzKrRROqFNOcNA9BMXFsffAMjw9C+EoiEtGndg2mtmhEmRJUZE5Iy2DLnSec9/ZDoRDK0E9r05ghjWqViND9LIPra2sxoV1DRraoi04RGWxyuYLTT3zYevUJmTlSjPR0mN+nFT0aVFf5/b0CQvjz+B2iE1MRi0SMaO/KpG6N0fmpIGJETBIrD3vg/VGI62tSf8J/JLJqnwc+gUJ8vb5zORaP66DSF+mt/zfW7LxFZLSgOvXuWIspw1rmpzKfuvSS3YcFn8qYIU0ZNaigjUdycgaz5rrxNSSWsmXN2L5pKObmBYQyIT6VWVOPERGRgIOjFZt3DMe4UIry21dfWTT9BHK5gpmLutK1t3LNpUC/cGYP34dcJmfh+gG06qyanXV2730O/30LCxsTDnjMyzc0F4ZCoWDluIM8u/0e+0o2bLsxFz39X2/4Wxh5pMaukg37n61QO0ahUDCp+Z+EBX5n0uoB9MytlP2fQqFQML7VGiKCo1m4cyQteygTvmm9thIUEMnUP3rRLbcqdh5+G7kf/7ehDJ/ShqGT2igdc+KQvYQERTNhZnv6/bTf4vmnefk8iBatq7FsRZ/8/1+77sOmrR7o6GhxcO9o7HK9T+8/RDBj8WlkMjm/TWlPz061ATh0zouDZ7zQ09Vi/7phVLAX5oC0jGzWH7rD7WfC3Na0tiNLJ3ZSSmlPTMlg+cFbPH0nWBA6NHBi0ch2GOUqN9k5UrZcfMzpBz4AuDiWYe3YLpS1KLjnX3wKY9VZT8JiEgFoXt2Rxf3bqK3BlZyRyc7bzzj1VOhCrq+txfi2DRnVUvNzH5OSxpJLt3n8KQSA2e2bMq5FfY3zbXRKKiOPXyA4Np7SJkYcG9G/RIu6PIQmJNJh3xHkCgWXRg3BufSv9ZT7J8Sn7YlDBCcmsKNTN7pWUt96SKFQ0PPyCd7FRDHLtQmzXJuqHfc9LZk2lw+QIc1hbe3WDKnd8F/i86v4mfjk/z8ngx2Bt7gcLhjxzHWMmFOtK+1LF6yCc+QyjgQ9Ye+nh2TLpehLdJhetS2DHRsiyU2fTMnJ5G+/e7gFewNgpKXL5KrNGFGpgVIKeZZMyqkvb9nh94T4LGHFUNuiLAvrtKGBtbKPAwSF5ujHN+x6/5ykbMEgV8/aloWurahnrbo6fRT+leVPPQlOEsJ0DcvYs7JpO6qYqycSD0K/suLRfUJyx9crU5YVLdpS3UqzFJuQkcGpd+845uNDTJpQAdVAW5v+zs6Mrlv3l1LgFQoFL8LCOe7tw93PQQXqTXUnZjZrXKKKzgD+33+w9f4zHn4RJj7BMOjCpGYNsDRSTYv9Ge/Do1jlfp/34UIBykrWFizp1poGJazs/CEimjWX7/M2RMiAsLcwZUGPVrSqXnQrjZDoBJae9OBdiCCft3SuwLKB7bA0UT7nlPRMNpx9gPsLYVVasYwFf47qSLVyypPZr6g/5+68ZdeZJ2RlSzHQ02HG0Bb0bOWiNBGnZ2Sz++QjLt7yAaBcWXO2LR+AVS6JOXXxJbuPCORn7JCmjCxEfuLiUpk++wTfo5KoUMGKrRuHYFS4Qm9kIrOmHiUuLpUaznas3zQEvUJhrTNHn3Jwpyfa2hI27R+F009emBO773Fi9z2MjPXYc3EGljbKE2J2Vg7jO/1NdEQCw2a0Z+i0dmqvQVJ8KlM7/EXcjyS6DGvC9LWqCtKv4HtIDGPqL0VHT5vLYds0vtjcDz1g54LT2FWyYZ/X8v9alejD665xduddWnSrw6Ldo5S2XTrymH1r3HGqZc+Wc9OUtt2/7sv6ReewtDbh6K3flLrM37zyls2rr2FTxpQjF6Yj0SpQnoODopk4Zj8KBezYM4qquddJoVAwd+EZ3rwNpaazHZs3Dsm/B09fesWuww/Q1pKwa8NQnCraCERo9QVevQvFwc6c/WuH5ZNshULBlQfv2XzsPlk5MqzNjfhzaldqOxXcE3K5gpMer9l54QkyuQJ7azPWTu6GU/mCuczz7WdWHL9DakYWJga6rBjRkZa1CjxNWTlSDtx5yaG7r5DK5OjpaDGlcxOGtqyj1scXGBnDmsv38f4qLCLKWZqxqGcrmldVb+yVyuSsv/mQk899AOhTtwbLerTV2CswJjWNUcfP8yUmHmtjQ46P6I+DRckLqM69dpMr/h9pX7kiu/r2KPF+8OvEJyghnnYnD6MtFuM9boraCALA88hvDHI/ja5EC68hE7HQVw1VA8x8dI0rXwOoZ23LwSbdMTMz+5f4/Co0EZ88vI3/yjr/y3xNE3wbTSyrML96T8oaFNxkX1NjWeF7hTfxgufFxcyOFbV7Ucm44MF6HRvGal8P/BOFF6itgSlzndvSxU55JZ+Sk8WBD8858OElGTIhy6p12UrMq92KqmaqpCMpK5M9fi849OF1fpp6O7tKLKnfBgcT5QchSyblwLvXbH/zjEyZFC2RmDEursyo2wQjHdXVbJZMyiEfb7a/ek6GVIpYJGKocy3mNGyCmZ5mCT5LKuVaYCCHvL0JjBVc92KRiA6VKjHW1ZW6ZX8trvwlNo7tT55z46MQgpSIRPRxqcG0pg0pa1qyth7eYRFsue/Fy1BB9dDX1mJEgzqMbVIPU/2iFSm5XMHFN35suv2ExHSBZHZxcWJe5xYlaouhUCi4/vYjf19/TEyyQAhbV6/A0j5t87tCq4NMLufoPW923XhGjkyGqYEevw9oQ8c6qium+z5fWO3mSXxKOlpiMeO6NGR0p/oq6lR4dCKrjtzOV39cq9qxZJSq+hMWlcDKvR68/ywQtkYu5Vk0rgM2Fspqmff7MFbtuEl0XAr2ZUuxffnAfPLjduEFe44KfYrGDm3GyIEFikBEZAIz5pwkPj4N5xq2bFg7UIncBAdFM2f6cVJTM2nQsCJ/ru2PVu5LQKFQ8OeCczx98BErGxN2HZ+AqVnBJCnNkTF7xD4++0dQt0klVu8eqUIeHl73Zd1sN3T1tTngMQ/L0upJ+dsngfw+ZDcKhYIl+8bQtHMtteNKgpxsKT3tpqNQKHDz/4tS1urv3fTUTIa5LCQjNZM152dSp2W1f/yZhRHoE8qs7pvQN9TltM9qpR5jCbEpDGu+BrlMzn6PudgV8l9lZ0sZ3n4DSQlpLN08hKZtq+dvy8rMYViPrSQlprN0XX+at1E+17/WXOP2rXfUqlOejVuG5l+HqKgkRk84SGZmDtOntKNPL0G5UygU/L7mMk9efKFsaVMObB6JkaEuCUlpjJp3nNj4VDo0r8ayGV2UrunnsBh+3+ZOWFQCErGIif2aMqxbfSVS/+5LJIv3XOdHfAo6WhJmD25F31YFC9mI2CQWHriOf6ig4g9tW5cZvZopGZWDo+JYedaTN0ECoXGytWLpwHa4lFdNpFAoFNzwCWSj+yOl535+j5bYW5ipvUYnn/uw9voD5AoFDR3t2TKkm8b5KTY1jVHHL/A5Jg4rI0OOjehHBcuSJZl8iY2jy4FjKAD3McNxKqEPEgqIz7xmzZhUAuKz780r1no9orl9eY711GyoHnvrIp5hQQytVovVzTuoHfM6Opx+N08iAq52G0l5bYMi39+F8S/xKYQ84rPD5zzjnHugK1GNKWbLpRwLfsjhoAfkKGToSbSZWKkdA8s3QUssPBRyhZzzod5s/nCbNGkWWiIJYys3Z3ylFujkKjtyhYIrYe/Y5H8/P/xV29yWRTU7UMdCWaWJyUhlm98TTn95iyxX7ejj6MKsmi3UtrKISkthq+9Tzn55h0yhQEcsYYpLIya5NFIxQIenJLHy2X08QoQwkI2BEUsat6ZbBdXQGkBkSjJrvR7h/lmQlM319JnXuBkDqrsUmX2lUCh4GhbGgdeveVzICF2nTBnGubrSvlKlX2pmGvAjmi2PvLgfVEi9qe3C5MYNsCqBeqNQKPAKDmPz/ae8jxQmN2NdXcY0dmVEwzoY6RYdykhMz2S7pxdnXr4TZGwdbaa0bsjwxnVL1MU9LTObffde5Bc+M9bTZV73FvSurz7rLg+fI2P5/cQtAiME8t2xThUW92+T37k9Dwkp6aw55YnnW6HeTbVy1vw5siMVyypPanK5gvP3fdlxXlB/9HW1mdavOf1a11J6Ucjkcs7cesvec0/IypFhqK/D7GGt6NpC+Xy/RycxddlpfsQK5GfHioH5TSRPXnjB3lzyM25YM0YMKCA/wV9jmPnbSVJTs2hYvwIrl/dBW7vgd/R/H878OSfJypLStr0zC37vkX9+aamZTBt5gIhv8dRp4MiarYJRNg/fvsYwdcBOsrOkTFncjR6FMplAuBd+G7SLD2/DaN/HlTnrBmj8/Q+uucr53Z4Ymxmw8/YCrAr5kn4Vw2stIjYygc23FlDVVXNa764Fp7h26CGNO9di2bHJ//jzCkOhUDCi4XJivyey/PB4GrZzVtq+bPxhXj38yOApbRgxq6PStkNbb3P24CPqNq7Imr2jlbYd2XMft0OPca5lz6b9ytt+/Ehi1NDd5GTLWPPXQBo0qpS/7fLVN2zdcQc9XW0O7htD2dzfNSU1k7GzjhEVnUSLxpVZubAnIpEIn4BwZiw/g0yuYMHEDvRorxzGTM/M5q/Dntx6KqifjWo68MekTpQqVAE6KTWDFYc8eOwjZMq2q1eF30e1xyjXpJ8jlbHt8hNOego+NmeH0qwZ0xm7QlmWcrmCyy/82Xz1EcnpWYhEMLBZbaZ3a4KRmmSM1Mwsdt95wcknb4VsWC0JY1vXZ2zr+uip6dP3MPArv525Tnp2Dg6Wpdg9vBflNRCluLR0Rh2/wKfoWKyMDDg6oj8VS0h+Zlx25+bHz3StVoUtPbuWaB+ABR4enP8F4jPg4mleRUawokUbRtRUn57+JSGOducOIQLuDRyHo6mqeiVXKOh5/Rjv46IYWLkm65t0Lla4KIx/iU8h5P1wza5Oxd6iDNOr9KaxZXW1Y0NTY1jrf5k3CcKL18mkLItr9KaaaYGsGpWRxOr37jz8IZCECkZWLK/Vk9rmBeGqDGkOhz4/Y3+gF+m5qk4Xu+r85twGe0PlCx6cHMemdw+5ESakSuuIJYx0qsfk6k0w01VVXb4kxbHixV0efw8BwMG4FH82bE8LW9VJ9n5YMMu9PAlNTgSgmW15ljdtSyUz9UbiZ+Fh/PHoHp/jBe9NTWsbfmvUjOb25YuV4wNjYzns7c2Vjx/z087tTU0ZVacO/Z2dMVSjOGnC24hItjzywitUMAHraWkx3LU24xvVo5R+8WZQhUKB56dgtt5/yqdo4buUMtBnYtP6DKlfq9gq0gGR0ay6dg+fb0IYqoKVOYu7tqJJpZK18PgcFcvSs7fxy60Q27hyOZb3a4etueZQYI5Uxv7bLzhw5yUyuQJLEwOWDWxPS2flkJlCocDjdSDrTt8jOT0LbS0Jk7o1Yni7eiqSfEnVn5DIeFbuvYV/kKBWNqnlyMKx7bA2L1B/In8kMu2PM/yITaFcWXO2rxiQT35OnH/BvmMC+Rk/rDnDBxSQED//cOYuPENWlpQ2ravx+4LuSuTr5fMvLF10DplMTq++9Zg6o0P+vfY1KJoZow+SlZnD4NHNGD1Z2Q9zxe0Zu9ddR1dPm51np2LnoEwAP/qGMbv/TkQiEdsuTqdSDfXZeznZUn7rtYXP779Rq0llVrtNUSJZv4Lfum4g4GUQi/aPo0WvehrHhX36zsSmKxCLRRz2Xo21XcleZsVh97ILXD38iPYDGjLn7yFK2x64+7B+zils7Epx6O58pYy3qIgERnfZhEKh4OC1WdiWL/gt42JSGN5zK1KpnB1HxlGlurKiu3eXJ+dOP8exgjV7Do7N/+3kcgW/LTiNj28YdWqVY+P6QfnX/sPn70xd4IZUKmf6uDb07yEoQicvv2TXiUfoaEvY+ecgqldWTjNXKBS4P/Jn4xFPsnJkWJUy5M+pXalT1U5pjNvtN2w//xiZTI6tlSlrJ3ejmkNBePihbxB/HPMgOT0LPW0tJnRrxNC2dZUU1LiUdP6+/JDrr4W52crUkIV9WtO2lqrXEiDoRxxrLt/nxRdh3rItZcKCHq1oXaOCyvjAqBgmH79CVFIKZgZ6bBvSnXoa2vHEp6Uz6sQFAn/EYmlowNER/ahkVXwyyMfoGLofOoEIuDV+JBUsSnaP/Qrxic9Ip/6hPcgVCh6PGI+dBnKy8JEHpz++o6NDZfZ26KV2zNnP75jvdRNjbR3u9Z6Alb7hv8TnnyLvh+vlsYhELSELp5mlM9Oq9MJGT5V1KhQKrkV4sy3wJsk5GYgRMaB8EyZVboeBlm7+mNvf/Vn7/jrx2WmIEDHIoQEzqrXDUKtgRRCdkcKWgAdcCPFBAWiLJYyq1IBJVZthrK0sb/rGRrLe5x7Po4UCb8baukyu0YRRVeqpON8VCgXXQz/y58t7+UUPu5Z3Ymn9tpQ2VA5VZEql7PV9yS6fF2TJpGiLxYyrWZ/pdRphoKbLe45MxvH3Pmx56UVKbgO9mtY2THFtSPsKlYqtvxOTlsYJHx9O+vqSkCmEjYx1dRns4sKIOnUoY1zy1g/PQ7+x6dFT3kYIBMRQR4cx9esyukFdjHWLT4OXKxTc8A9k24NnhMYnAkK35KWdWtOyctFFtuRyBVd9Avjb4wlxaULBww41KjG/c0vKmhUffpPK5Bx//IYdHl5kSWXo62gzp0szBjauVWQ9D/+wKJac8CD4h5DZ16thDeb2bqmSZhuTmMrKk3d54ieQ9BrlbVgxsiMVyihPiL+i/rjd8GbfeS9ypDKMDXSZM6I1nZoWmN4jfiQyPZf8lLc1Z/vygVjkZgidOPecfceFnl4ThjdnWP8C8vPyVTC//3EBqVROz+51mDmtvdKLwPOOH2tXCmXuR41twbCRzfO33ffwY+3SiwCs2DiQxi0KwoByuZzfJx3l7fMgnJzt2HRsvJI/BWD9b6d4cM0HlwYVWH98gkYCHx4czfTOG8hMz2b0ou4MmKLeF1Qc1k86yIMLrxj7Rx/6TVMv5+dhYZ/N+D4OZODMToxa0usffd7PePfsMwsG7MCklCFub1Yq/R5ZmTkMabKS9NQs/jo5EZf6yqR66dRjvHr8iT4jmjJhrnIdonXLLnHv1nvadnZhwQrlTKHk5AyGD9pJWmoWC37vQfuOLvnbIiITGDfxMJlZOcye0YEe3QoUgQvub9i6zxOJRMyOtYOpUbUscrmChesv8dQ7GB1tCTNHt6Fn+5oq1y3oWyyLt7sTGhmPWCRifL8mjOzeQOme9gv6zuI91/kel4y2loRZA1vQv03t/GNFxiWz/NhtXn8SiEolW0uWDGlHzQrKZOt5YCirz94jLDYREPx4i/q2VtuHT6FQcPvdZ/669pAfuQUPmzk5sKhnK5UmxzEpqUw9cRW/iB9oSySs7N2eHrXVhz3j0zMYc+ICH6JisDA04MjwviUq4zHp/BU8vwTT27kaf3XrVOx4KCA+85s1Y2IxxOfCR3/m3r1FNUsrbgwaoXZMdHoqzdz2kS2XcaHHEFxLqy5AkrOzaHNpH7GZ6fxerzXjawif+y/x+YfI++Gi4qK5FP+c898eIVPI0RPrMMKxPf3sW6AtVlUA4rNS2fzxOh7fhUJYpfXMmFe9B82tq+aPScpOZ2OAB1dyCx/a6Jkwq1oHOts65/eOAfiQGMW6d3d5FiO8pErpGDCjeksGOtZVSmtXKBQ8+h7Mep/7fEwUUjBL6xszs2Zz+jrWVEmBT8nOYrPPE4589EauUGCopcPs2s0YVc1VZWxYciLLvTy5FyZIwGUNjVnWpA0dHVRTN0EgMLvfvOSU/7v8TK7K5hZMdm1A98pVNdZpyENGTg6XAgI49OYNXxMEA7WWWEw3JyfGuLpSw1qzibowFAoFD4K+svmRFx+ihVCQmZ4e4xvVY7hrbfS11adDFkaOTMbldx/Y9sCL6BQhFt/WqSKLO7YstkhYckYmO+49w+15QRbHhJYNGd2s6OytPITEJPDHuTv5JkhXR1tW9G+PQxGd3rNypOy84cWx+0JRwdJmxvw5pAMNnVSLGbo/D2DDuYekZvx31J+vEXGs3HuLgGBBrWpetyILx7TDwkwgOEWRn+Nnn7M/t6HphBEtGNavoAbIvQcfWLX2KgoFDB/ahDGFyA3ApQuv2Ln1NgDL/uxLi1YFz9muv29x+cxLDI102XF0PLb2BSvXmKgkJvfdTmpKJsOntmXoROWaPNGRCYzvuJHsLClLdgynaQfl8E9heJx+zpZ5p5Boifn70iycav9ak16AI6svc2bLLbqNbsnUvwYXOfap+1tWjd6LqaUxx3zWoKNb/L1cHGRSGUNcl5Icn8a6M9Oo1US50OPmxee4ff41nfrXZ+ZqZT/Gi4cf+WP6CYxM9Dl5d75SHaVPAZFMG3UALS0xx6/MxMJKeQFz+qQXB/bex9rGhCMnJqNTqBv7+Uuv2bnbE319HQ7tG0NpG+GZUygULP/rGvefBmJjZcLBLSMwMdYnNS2LFVuv4/VGmKvaNnFiwaQOSjWlADIyc9hw1JMbj4WyIg2cy7N8cmfMC9V3Sk7LZOUhDx68FbJYW7tWYunoDhgb6OWfg/vzADZfeERiWiYiEfRrXpNpPZvmjwGhwOiBOy857CmYn/V1tJnSpTFDWqg3P6dn57DP8wVHHnojlcmFRsftGzG+jXI2V0Z2DgvP3+JOgBC+nty6IdPaNFY7JyekZzDmxEUCoqIxN9DnyPB+ONkUTX7efY+i79FTSEQibk8cRTkzsyLHA8z38OBCCYnPlJvXuBn0ien1GzGnofosrb9fPWH722fUtSnLxZ7qa1eteX2fff4vqWBizq0eY9DJKznwL/H5Z/j5h/ua+p0tgRd5lyQ8VOUNbJjl1IfapSqp3f9ZzCfWB1whMkN4ebct7cxvVbthqVdwEX4ufOhsZsu8Gp2oY14wcSoUCh5EfWH9+zsEpwjhl4rGlixwaUfL0srSqVyh4EqIH3/7PiQyXSg6WMnEgnm1W9POVpWo+Mf/YMnz27yNEYyqVUtZsbpRB1zVZH/dDf3Ccq97hKcIqcot7BxY0bSd2pgrQFxGOod83nD8/dt8BcjexJRJdevTt2qNYsNGcoWC+8HBHPT25kV4QRn1Rvb2jHN1paWjY4mqOMsVCjwCP7Pl8TOC4wQ1xNLQgMmNG5S4CWpqVjY7Hz3n2AshFq+npcWk5g0Y29i1WBITGBXDqmv38Q4VCEx5CzMWd21N8yoOxZ+7XMGZZ75suvGEjOwcdLUkTO3YhBHN6xZZ+flNUARLT3oQHidcq4HNazGre3MMfnpBRiemsqqQ+uPsUJrlIzpoVH+2n3tEZrZUo/ojlck5ef01+y94IZXJMTHUZcGY9rRtKNQfCY8SyE90XAoOdgL5Mc8lRnlVegEmjmzB0L4F5Oeq+1s2bxPIzdRJbejXp77S+e3deZdzZ16gr6/Dzn2jKZcbbsnJkTF/yjH8fb/hWMmarYfGKhml87KSJFpitpyYSOWfssCObvbg9O57lClnwd4bc9DWUX+tFQoFa6cc4bG7D2UdLNl+c55SPZyS4Maxx2z/7SQN2ruwwm1qkWNlUhmjXJcQG5nAvF2jadO/ZMXiisPmuW7cPvOC7qOaM2WlMrl59zKYBcP2YmCki5vXUiVyI5PJGd11E9GRicxZ2YcOPZVT4mePP4y/7zcGDG/CuOnKilhWVg4jh+wmNiaFSVPb0W9gwXeRyxXM/O0kfv4R1KvrwF9rB+TPYWnpWYybfYyI74k0qV+RNb/3RiwWCWUfrr1mj5sQrrIrbcbKOd2pUkE1Ndv9kT8bjniSlS3F0syQFVO64Fq9ICtToVBw5u5btp59hFQmp6ylKWsmd6WGY4FhOSE1gy0XH3HtmUCiLE0MmDugFe3rKle5D4qKY+WZu7wNzp1r7axZNrAtNcqpryIfEpPAuisPeBIYAkDXOlX5s397dAt5f+RyBVvuPOHA49fCmJpOrOrdQWlMHhIzMhlz4gL+36MpZaDPkWF9qVraSmVcYYw5c5HHX0MZWMuZVZ3bFzkWSk58smRSXA/sIi0nhyv9h1LTRvU3SM/JponbXhKzMtnTviedHFVrGAUnxdPx6kFy5HIOt+1Ha7uCbLt/ic8/hLofTqFQcDvKmz1frpGYI8iR7W1cmVS5O+Y6qqGYTFk2+7/cwy3kCTKFHCMtPaZW6Uhv+/r5yk6GNJvjwc84+OUxGTKBILQvU4NZ1dpjb1iwQs2Ryzjz9Q3bAh6SmC2ktTexdmRhzfZUNVV+qLNkUk58fsNOv6f5Y10t7VhQpzX1rJTTreUKBWc++7LO+2F++vugyjVZULcVpX7K0MqQ5rDb5wV7fF6SLZehI5YwsVYDptRpiL6GglLJWVmceO/DIV9v4nJ7slgbGDK+Tj0G16hZIg/P+x8/OOTtzfXAwPyGphXNzRldty59qlcvEXmRyeVc9f/ItifPCM9t6FfWxJhpTRvR26V6sUoUwOfoWP68eT8/A8zB3IylndvQrGLRK3yFQoG770c23HpEbG6/rzbVKrKoS0tsSxWfyh8Rn8Ty83d59lkIZzrb27ByQAcql9a8akvPymbL1SeceSIoj+UszVg5rCO1HZV9FurUn8ndGjOsnata9Wfl4du8CSxa/fnyLYaVez0IDBHUx8Xj2tOjlRDGUCY/FmxfPiCf/Bw984yDJwXyM2lkC4YUIj8n3Lw4eERQhRbO60rH9gUKjEwqZ/5vbvi+DaVceUt27h2Nfm4NnriYFKYM30dCfBptO7swf3mv/BeSQqFgzbwzPL7th72jFTvOTFF6oWekZTG2wwYSYlIYv7Arfca00Ph7pySmM7XjemIiE2nfvwFzNv1adWXve/4sGbid8lXLsufxsmLHn9p0g2Nrr+Lk6siWWwt+6bM04aWnP3+M2odFaVOOvViu5OWRy+WMbrOe6MhEFm4eQsuuyllspw885Mi2Ozg527HVbZLStuePP7Hst9Po6mpx9NIMzC2VMxZvXvfh7/XXMTbR5/ipKUoFD7+FxzNu0mGys6XMnd2JroWy5758jWbS3BNk58hU7he/T5Es23SNH7EpaGtJmDGqFb071lZZ/H2NiGPxNne+RsQhFokY26cRo3o2VEqu8P8axeLd14mMTUJLImZ6/xYMbl9H6VivAr+xxs2T0GhhEdvM2ZGFg1pT1qLg+RbMz35suvKYlIwsxCIRg5rXYmpX9eZnhULB+RfvWXXpHjK5gjoOZdk6sjvmRsrp3Bde+7HiqidSuZw65cqwfWgPzA1VU76TMjIZc/IifpE/MNPX48jwvlQrrVlBf/0tgsEnz6ItFuM5aQxlTIq2G5SU+DwMDWHUtQvYGBrhNWqC2gXsUb83/OHlSXkTM+4NGKs22WWM53nuhQfR2rYCh9v1V9r2K8Tnl115ERERDBs2DAsLC/T19XFxceH169caxz948ACRSKTyFxUVpTRu586dODg4oKenR8OGDXn58qXKsZ49e0abNm0wNDTExMSEFi1akJFR0ATSwcFB5XPWrVv3q19RCSKRiI5l6nGs0QJ62DZBhIg7P7wZ8Xwdl8IFclMYehIdpjt14mjjKVQ3tSNVmsn6gCtMeLGPoBQhJKCvpcOEKi253mYmfcu5IkbEne/+9Ly/nY3+t0jOEb6TtljCsIr1udtxGuOqNEZbLMEr+is97+5jsfc1ojMKusjrSrQYW7UBD3pMZkqNJuhJtPCODWfAnePM9rpCTKGmpmKRiMFVanOv93j6VxJeTqc/v6PN5f2c/SxkKeVBX0ubOfWa4dF/NC3sHMiWy9j+9hntzx3mbqhqh2wAE11dptRryOMR41nWvDVljIyITk9j9dOHND+2n22vnpGUqbkhH4CLjQ2bu3ThwbhxjHN1xUhHh6D4eJbcvUvbw4c5/e5dflNBTZCIxfR2qY7HhFGs6NgGGyNDIpNTWHzzDp33H+VawEel76oOla0tOTaiHxt7d8bKyICQ+ETGnrzIjHPX+J6UonE/kUhE99rVuDFrFCOb1kUiFpqfdtt6lF33npOVU3QneltzU/aN78Of/dtjrKeL37cf9N9ykt13nis1ZCwMA10dFvdvw57JfbAxMyIsNpFRW8+w+epjpc8TiUR0b1yD88tG0MzZMT97ZczGMwR/V+5Wbmdtxu55/Zk3tA16Olp4fwxnyB/HOevpo9TJvZK9FQeXD6Zf+9oArD14h2sP/YRjlDZje25dn5DwOKYvP0tCkhBGHDmwMWNz21nsOfqIU5cKnvuhgxvTr49g+v3r7xs8ffY5f5tES8ySP3phYWlEWGgsG9cXdJm2sDLm9zV9EUtEeN58z7ULBfOTSCRi+pIemFsZ8+1rDIdzQ2Z50DfUZeQswW/jttOTpPg0jdfI2MyAeVuHIxaLuHPuJQ+vvtE4Vh1scvtTRX+LK1GH7E7DmqGlLSHQ+yuffUOLHV8S1G5aBX0jXeKikvjkq9wUViwW0yZXybl3RfW7dertipaWhEC/cD4HRChta9isMlWdbcnKknL66BOVfTt0rEl5B0tSkjM4c+qZ0jZ7O3PGjBT6u+3ee4+YmIJGnJUcrZk1UVCQ9h9/jK9/gTLsXKUsRzaMoFm9iuRIZfx9wJOlf19TaabraGvBoRVD6NaiBnKFgv0XnjFz/UXiEguudQ3H0pxYPpQ2rpWRyuRsPv2AeTuukpRa8L6p72TP6SXDmNC1EdpaEp74faXfimMcvf06f24Si0X0aezClcUj6eJaFblCgdsjH3qvOYanr+r8KRKJ6N+oJnvG9sZYT5e3IZEM2X6a4Nx2FnnoW8+ZfSN7Y6Kny9uw7wzac4qg6DiV45nq63F4WB9cytqQmJHJqOMX8P/+Q2VcHurZ29KwnB05cjn7n2t+r6s58SI33w0RvmsbhwpqSY9MLufAe+HzxrnUU0t67ocHcS88CC2RmKX125b83NSd7q8oPgkJCdSpU4fWrVszefJkrKys+Pz5MxUrVqRixYpq93nw4AGtW7cmMDBQiYVZW1vnry7OnDnDiBEj2LNnDw0bNmTLli2cO3eOwMBArHP9Hc+ePaNTp04sWrSI7t27o6Wlha+vLz179kQ317zq4ODA2LFjGT9+fP7nGBsbY2hYfHozFDDG8NhIbC1UG9EBfEwOY3PgBT6lCA9cFWM7Zjv1paqJamFBmULO+dDn7P58m3RZNloiCSMqtGB0hVZKqfKfkn/wt/8tnsUKsWUzbQMmO7WmX/l6aIsLDIff0hLY6HePm7ntLwwk2kxwasroyo1U1Jcf6Slsff+YM0GCWdpIW5e5NVsytHJdlZvq1Y9wljz3IDBRqLNTz9qWlQ07UM1ceWWgUCjwCPnMn173iEwTXvpty1XkjyZtKGdipvF3zZbJuBQYwB7vl4QkJQJgpK3DMJdajKntipVB8dcnNTubc35+HHj9mqhUgcSVMzVlVpMmdHNyKlEqfGaOlFNv37Hn+Uvi04UJrIqVBbOaN6Fd5YrFZqOlZGax/eEzTrz0QZbr4ZnSohGjGtXNjzNrwucfsaxxf8CLr4I50r6UKQu7tqR1VfXPTWFEJ6Xy50VPHgQIIdcqZSxZOaADNew0V1lNycjir4sPuPpSuFcqlrZg1bCOVLdX3uc/VX+Wju6IrZWp0vE2H3/A2dtvEYng93Ed6NZSUGrCvycw7Y8zxMSn4mgvKD+lTIVrf+S0F4fcngIwZXQrBvUWQltyuYINm25w67Yf2toS/lozgNq1Cp41//fhzJlxHJlMzqRp7eg3oEABOH/yGfu23kFLS8zfe0dRzaUgnPvq8SeWTj0GoNJ0UyaTM6P3NoI/fqf7sCZMWdZT4+8McGzDdU5tu42hiT47PeZjU8Ksq6yMbHqVE9pVnAnciIl58XWg8gzR7Qc3Yc429QbRX8W6qUd5ePUN/ae0Zcwi5QJ24cExjO+0EbFEzInHiyllqawArFtwlgc339GxtyuzfzIy57Wx0NaWcPjCNKx/qo/k9eQTyxafE1Qht8lYWhW8H2QyOdNnn+DDx+80bFCBtSv7Kal2qzff4PaDACzNjTi4ZQSlzArmEIVCwRl3b3affIRUKqesjSl/zu5OtUqq4ZWbTwJYf/gumVlSzE0NWDG5C/Wdyykd69w9X7aceUiOVIa5iQFzBrWiQ0Plch9fo+JZ4+aJ92fh2ahsa8mSoe1wcVR+jzz7GMrqc558y+2v19qlIgv7tqZ0KVVlJehHHFMPXSY8PhkTfV02j+hGw0rK75ngmHgmH7vMt4QkjPV02Tyoq9qM0pTMLMaevIhvRBSmerocGtYX57Lq5w+vkDBGnr6AjkTCg8ljiywPMu/WLS4GBDC/eXMm1q+vdoxCoaDp0X18T03lYLfetHFQLdh6IziQKXevUkpXH6+hE1XeZ9kyGZ2uHiI4OZ7x1evze33lrM0cuYzz/q8ZUrPRfz/UtXDhQp4+fcrjx49Luks+8UlISMBMg1mqYcOG1K9fnx07dgCCxGpvb8/06dNZuHAhAI0aNaJ9+/asXLlS42c5ODgwa9YsZs2aVeLzK4w84tP/zmwmuAygjXUDJeNxHmQKOdcinnEg+AZp0kxEiOhu25hxFTpjrK0qN/7ISGTDh2s8ihZqStgbWLCwRi/qWxRMtgqFgifRn/k7wIPgVMGY62BoyZzqHWhpo/yQvYn7xtp3d/CNF1ZZpfVNmFOjNT3KqdbSeRf3naWvbvE+Xsh2ci5VmpUNOlHLQjn8kSOXceSDN5t9nuT38xpdrR6zajfFSFtZkk3PyWb72+ccePeKHLkcXYkWU2o3ZHzNemqzv/Iglcu5+eUTO71fEBgnkCxdiRYDqjszoU59jemNhZElleL27h27XrwgPlftq2xhwewmTehQSX3q6M9Iy87m6Ou3HHjhnd8LrGYZG2a1aEozh3LFHuPjjxj+vHEP729C7L6CpTnLOremsaMq+S0MhULBLb9P/HXzET+SBfLW0smRxV1bYV9MmXmFQsFNuaPTBwABAABJREFUn0DWXL5PYnomErGIUS3rMaV9I7Xx/Tw8eB/En2fuEpeSjkQsYky7Bkzo2EDFp/Tf9P4oFAo2Hb/Puds+AvkZ35FuLYS+St9yyU9sfCoVylmy7Y8BlMo1mB4+9ZTDp7wAmDqmFQN7CROpTCZn+crLPPH6jIGBDpv+GoxTlYKX2OULr9ix9TZiiYi/twzDJZcYKRQKVi06z+N7H7C0NmbnsQmUMi+YxLevvMr1cy+xKm3K7vPTMCrUC8vn2RcWjdyPWCJmj/ts7CtqDg9Ic2TM67eNj29CqF7fkb/OTlfJGNOEIdXnkxCTzPa7i6lUq+j7ByDgZRC/dd2Ajp42x33XlogsFYdH196ydsoRyjpYcuDREpX7f1a/HQS++8bE37vTK1eJyYOfdwhzRx9AV0+bk3fnK/2GCoWC+VOO4esdSudedZm9uJvSvgqFgtnTj+P37hudu9Xmt/nK9WNCw2IZP/kIOTkyFsztQqcOBRlg6RnZTJx7gtBvcdSrVZ4Ny/uplBUI+PydZZuv8T06GS0tMdNGtKJf5zoq3y8kMp7ft10jKDwOkQjG9GrEmN6NlBZTH0N/sHTfTUK+C8pLI+fyLBjWVinkq1AouPosgC0XH5GUa37u36IWU3sqNzTNzJay//YLjni+RioXzM/TujZhUPPaKouNuNR0Zhy5im/od7TEYpb2bUvfBsqm+4S0DKafvMqbsEgkYhHLurelf30XfkZqVhbjTl7ibfh3TPR0OTi0DzVt1RdbHHjiDG8jvjO2gSsL22gO95aE+PjH/KDbmRPoa2nxZtwUtZnHvS6fxDfmOzPqNmZOvWYqxzjg/5JVr+9jqWfAvd4TVHpMHgl8xfLH1wgdv/K/H+q6evUq9erVo3///lhbW1OnTh32799fon1r165NmTJlaN++PU+fPs3/f3Z2Nt7e3rRrV2CAE4vFtGvXjmfPBAk0OjqaFy9eYG1tTZMmTbCxsaFly5Y8eaIqoa5btw4LCwvq1KnDhg0bkEo1hxSysrJITk5W+gNIlqax9dNJFr3bSkhapMp+EpGYXnZNOdZoIe1Lu6JAwdUIL0Y8X4/H99cqsrWNvhkb6gxjfe0hWOoa8y09jqmvDrLg7Um+pQnypEgkorlNFc63nMLvLt0opWNISFosM165Me7ZET4kfc8/Xl0Le862Gs2mBr0pa2BKVEYy819fod+9g7yKUZbAa1qU4WKHkfxZvyPG2rr4JUTRx+MIS1/dIim7QLbVFksYX6MBd3uNo1O5KsgUCg4EvKLd5QPcCPmo9J0MtHVY0KAFN/uNoqltObJkUjZ7P6Wp2z62v3lGUpb6MJaWWEz3KlW5MWgE+7v2orZNGbJkUo6/96H1iYPMu3uLoIR4tfvmQVdLi9F16/Jg7FjmNmuGia4un+PimHLtGr3c3Hj49WuxYQNDHR2mNGnI/cljmNykAQba2rz7/oMxZy4y5OQ5Xn0LL3L/qjZWnBw1gHU9O2BuoE9wbDyjjl9gzoUb+YRGHUQiEZ1dnHCfOZJxzYVsqoeBX+m5/TjHvN4gk8uL3LdLnapcmTeSTrWqIJMrOHj/Ff02n8hvgaEOrVwqcmHhCDrWEfbZf/sFgze6EfBNWe62NjNi65SerBjRASN9XfxCohiy5iRHPITMlDyIxSIGtK3NqT9HUNfJjoysHDacvMeUjeeIiEnKP9c5w1vTr31tFApYvd+D64/8AbAvk1vU0NyI4LBYZqw4S0KS4IEaPbigl9fOQw84e0WQviUSMUsX96BOrXKkp2ez4PezhH0rkPV79qlHm3Y1kMsUrPzjInGxKfnn8dvSHtg7WBIbncKa3y8gkxZ8l/G/daJsOQtiopLYve660u9Ru3ElGrWtjlwm58B65W0/Q0tbwvxtw9E30iXg1VdO77hT5Hil3z036+xHuGqYQh2q1a9ARRd7sjNzuO3mVeLPKQr1WldDW1eLyJBYQgO/q2zPa97qeVk13FWjbnnKV7QmKzOHu9d8lLaJRCJGTRIy5zyuvSXiW7zK9vEThZW7xw1fQkNilbaXL2fJqOHCS3DnHk9i4wpCywb6Oqxc0AM9XW1e+4by1w4PsrJylPavXrkMh/4aQYsGlZBK5Ww5dI/fN14lJU15fnIoa87BFUPo0coZhQIOXnrO9LXniU0oeJarlrfh5PJhTOzVBB0tCc/9Qhm09ChHrr9Emht6FolE9GxSg4t/jKRbw2ooFHD2oS99Vxzl7ptP+fOSno4W07s15cz8odR2LENGdg4bLj1k2KZTKs+lhZEBhyb2o3NtJ6RyOX+cu8Om64+VwsylDPU5OLovXWtWRSZX8MeVu2y89UhpDICRri4Hhvamjl0ZkjOzGHPiIr7hqtdbJBIxpYmgnLq99c1Xx4tCUUvFu7m9HpuXc1DbaPT1jwh8Y76jI5EwooZqUcPYjDS2+gqcYV7dFiqkJz4znS3vSi7GwC8Sn+DgYHbv3k3lypXx8PBg8uTJzJgxg6NHj2rcp0yZMuzZs4cLFy5w4cIF7O3tadWqFW/eCA9RbGwsMpkMGxtl2c3GxibfBxQcLEj8y5cvZ/z48dy6dYu6devStm1bPn8uiPvPmDGD06dPc//+fSZOnMiaNWuYP3++xnNbu3Ytpqam+X/29oIJeFj5LuiKdQhIDmbmm/UcC7mm9mVqrmPM4upD2FxnMuUNbEjMSWXdh1PMerOLuKxkpbEikYjWpZ0522w2/cs1QoyI+/8fe+8ZFkW6fW/fnaDJOYOgiBHMGTHnnHPOccxx8qhjHNOYxjDmnCPmrJgRRAVRUCRLzrH7/VDQTdMNOuf8zvvlP/u65poZnqrqruqqp9az9tprx71m4P31bAq5rDq+VCxhoFsjLrSZwZjKzdETS3maGM6gu9v46eVpsgpyVcfr5uLJ5Q6TmePZBiOpHkEpMQy9u4+pfsdIzFHnqyViMcM86nO920R6uXmiBA6GvqDdhb84Hf5K49wcjUzZ1ro3u9v2o4KxObFZGUy5c5ZRN44TkZ6icU6Vza040GUAm9p2x83UnOTcbP54dh/vQ3+x/PEd4rN0gwCxSES7iu6c6jeYg73608y5AgUKBSeCX9P+4G6mXj7Pq/iy89AggJfJjRpxZ+xYpjZujJFMRlBcHGNOn2bQsWMEltKQ6QozuZzZLby5OWkMoxsK6apnkVEMOXicMUdPqSrCdIVIJKJ37ZpcmTaKYQ3rIBaJuPg6hE5b9rDvsX+54MtIX4/ZHX04O204jSu6kJNfwIpLdxi+4xgfE5LL/c5WxoasGdaVDSO7Y21iSPiXZEZsOcqKs7fL1A1ZGBuwalRX1ozuioWxAe9jEhm29jBbLj3UmBxLa3/ySmh/IouaMhaHWvvTWqX9GfzTPk7fCVQda86I1vRrXxulEpbuuILvfSHt5uJgwZ+/DMDKwoiwiARm/HqM1HRhchUamQqOzpt23eL4OaGvnZ6elCW/9KGKhz2pqdnMW3hUpf0QiUTMmtcFt4o2JCVl8tvPp1QvI0MjfX5e2R8DQz0Cnn9k99abqnOQG+oxd1lfxGIRNy685N7VII1zHDu/CxKpmCe3g7l7KaDc38XB1ZppywSx5aH1V3jzLLzc7Yuj2Iww/vO3AR+RSET3Ma0AuLD7DmFBkd+kDyovDI3l1PMRLAEe+GqfZ4sutZFIxbx/HcXHd5rPlUgkoltRVdbFY08oLNQE7zVrV6Bhs8ooCpXs2XZL67vW9HLG26cKCoWSHdtuaL2sB/ZvRNUq9mRk5LJ2/RWN47tVsGbetA6IROB7I4iJcw/wOVrz+TE1lvP7vJ7MHN0GqVTMncehjJ63j3dhmvOLXF/G4nEd+HVKZwzlMl68jWT49/t5/kate9KTSRnXowmHfhtBg+ou5OYXsvnkfYb9eoD3kWrQZmFiyG+jOrFtRl8q2JqTkJrJ/B0XmbHlLOnZar1RZQdrdn83kB8HtsXEQJ+3kfEM/eMw687d07hO+jIpq4Z0ZlI74Tr/ffsZcw5c0LhW+jIpq/p3YmobwRPr7/vPmXnkgpYOUgA/fajv4kh6bi5Tj50jO18TMAK0rORGTTtbsvML2PP0n2nXSkcx8Gnnpjut/1eA0AOzr0dNrA2002pr/O+Snp+Hl5U9/StrNxpeG3iHtPwcqpiXX7FWMv5RqktPT48GDRrw8KF6pfHdd9/x9OlTFTvzLdGyZUsqVKjA/v37iY6OxsnJiYcPH9K0qdrCfv78+dy5c4fHjx/z8OFDvL29WbRoEb///rtqm1q1atG1a1eWL1+u83P+/vtvJk6cSEZGhkoHVDJyc3PJzVXfiGlpabi4uJCamkqufiHrQ/YTmCoAqx0Nf8ZeXnZFTb6igBOf77LzwyUUKBlVsSMjK5ZtSvYhPZaNIZfxSxB6Tq2sO5TWdjW1tovKSmbD2+tcjn4FQAvbKmxoNETV+LQ4EnMy2fjmDkfDX6BASS0LRw60HIFcR9uNR3Gf+OnpZd6nCZNtMzs3ljTsREVTTW1CTkE+W149YlvQY/IUhehLpMyo7c34mg01tEcgpLEuhoWwxf8RIcnCJKAnltDLowYTajWkskX57qH+sdFsfvaYGx/DVH9r5lyBCXUb0KKC21fTT4lZWfz19CkHXr4kt7AQqVjMd02bMqlhw29uhRGTls6Wh485EfiaAoUCE319NvTqik/Fr3u0vI6J47dLt3hZZKDYw6saS7u3/2r1mVKp5PizV6y+fI/M3DyM9fVY3q8Tbat/XfuTmpXD6vN3OPNMABQ1ne1YN6IbjhZl07xJGVksP3GLq/7CfTesVT3m9mqhdX1La38cLE35e+4A7HRoEUprfxYMb0u/1rVVx1mz9yYnrwcgk0rYt2wYFZ2EeyEiOolpPx8lMTkTn4aVWT5faEegVCr5+9AD9h71QySCP5cPplYNQZ+TkpLFd7MP8jkyiVqezqxdPViV4oj8nMSUCX+TlZnLgMFNmDBZLYC8e+MNSxedALTNDfdsvMaRnXcwNpGz6dhU7J3Udg371l/h8JabGBrrs/HUdzi5lT0HAKz6bh+3Tj+nUg0n/vSdq1ElpSv+/u00x/+8Qqu+DVmwbWy52xZHTlYeI+osIj1ZWNzYu1nTrEsdvLvWpVqDil/9TF1x7fgT1s4+iFRPwpy1w2hVqjz9tyn78Lv+GntnS37bMVoj9ZeZkcOwdqvIzsqjaevqLFjeX6PLfWhwDFNHCJmB5q2rMfuHHhpVXJ8+JjB+9HYUhUoaNXZn/vfdMS+h2QkP/8KEqXsoKFBQu5YLPyzqjnWJPnHPXn5k6dqLJKVkYW5myJpf+lHFXVu/8vZ9LD+tPU90fCrGhvqs+7GfltszwKfoJL7fdIH3EQnoySSsnNmDprU1TUyVSiWXHr5l3dHbpGbkUNHRisO/Ddeaa3LzC/j78hN2FzGnozo04Lvemr5UAAlpmaw5fQffF4LL//YpfbW8uADOP3/Lj8evUlCoYPek/jR017YhuRAQzOJTVygoVLBzVB+dmp+0nBwartoKwPGxg3WmvPY8fcGyG3eo5WDPyZHaPlNKpZI+hw4RGBfHT61bM7KuNlvjFxnBkDPHEYtEPB49CWtDTSnItY/vGX/1NAA3BozF3VzzHXQ7KoxR148DcKLzUK2m2/diwhl16zBKYGfjnrSt7Pl/n+pycHCgRg3NFg7Vq1cnIiKijD10R6NGjXj/XlB5W1tbI5FIiIvTROBxcXHY29urPhf4x5/duHFjCgoK+Pjxo85xfX19TE1NNf4pDrlYj7hcYcVfz6I6dvrlv7hlYikuhjYoUCIRiWlho41MS4a7iT0bGoyifwUBod+Kfa1zOydDC1bV78/OpqPQF0u5G/+OP15f0drOSm7Er/W6cLrtOMz1DAhMjmbB07M6q5aa2LlyofM45tRuKXS/jftI50s72Bz0QNVCAkAulTG7rg+Xe4yhqb2Q0lr14g7dL+zlxRfNKg6pWEzPytXx7TeKHR16U9/OkTxFIcdCXtHu+N+MvXyKxzGfy1yd1rV3ZGe33lwaNIKeVaohEYl4GBnBqPOn6HxkHyeDX2t8N63zNzRkccuW3Bwzhi5VqlCgULD2wQOGHD9OZGpqmfuVDAdTE5Z0aseVCSOp7yysiMYfO82B5y+/um9NBzsOjxnID51aIRGJOPcqmJH7TqicnMsKkUjEgIa1ODd9BPUqOJKRm8f0g+dYf+1BuakvADNDOUsHdmTLmF6YGcp5HRnHgPUHefiu7IofS2NDVo/qys+DhNTygdsv2HlNu4KymP05/uNwXG0tiElKY8rGUyRnaNPexezPqK5COeuaQ7d4H/lFdZy5I9vQrLZQPbZsx1XVeVVwtGTN4r5IpWLuPX2P753Xqn3GDPGmc1sh9bBs3SWysgTbB3NzQ1Ys64+BgR6BQZEcLFER5OxiybyFgo7k2OFHPCpRBdaibQ16DxJWzKt/PUtsdIpqbOjk1lTzciYjPYff5x0hvwRzNmRqOzwbVCQrI5dl0w+Qk51X5rUFmPRrXwyM9Ql7E8WDr7BEAM261gHg4cWXZKSWf68Uh9xQjyVHp9O0c2305DJiPyZwast15nRdzTCvhfw57xDPb70hP6/8ysGS0bpXfbw716Igr5CV0/ZybPM1jWd1/MKuOFSwIjYyidmDtvDqqXqBYmQsZ87Svsj0pPjdesv8cbtITlSzvR7VHJg+vwtSqZj7t4KZMnw7ISWqwFzdrJm7oBt6elKePP7AxDE7eVWiwqxiRRt+WNQDAwM9AgI/M37SHp48U39+gzpu7Fw/kirudqSkZvHd4iP4v9J+L1SvbM/fq4dTp4YzGVm5zFxynNfvtFM9ro6W7PxlMC0bVCYvv5D5687x8GWYxjYikYiu3jU4umQkJob6hEcncv3JO61j6cukTO7ejF9HCP3Orr8I1TkHWpsasWJkFzrWFbxrXpaRvu5evzpVHATwnZ2nzdSA0DS5uJ2GvZnucvRXUcL71txArtPVWalUcvGtcD7N3Fy0xgGuhIYSGBeHgVRKZw8PrfHcggIW37oOwJCatbRAT3RGGvPu+AIwxrO+FuiJy0pnzn0hzTyiaj0t0PMlO4M5fudQAoMr19GybSkv/hHw8fb2JiQkRONv7969w9X1n7mWvnz5UgVm9PT0qF+/Pjdu3FCNKxQKbty4oWKA3NzccHR0/Mef/fLlS8Risaoy7FujUKlgTche4nISsZdbM6/qqK8yDlkFOWx8JyDXgRVaU9FYt0lV6ejoIKyM7315S76i7ImqkXUlltXtA8CBcD+OfXyqc7vq5vZsbtIfmUiMb9RbNry5rXM7PYmEqTW98e0yDm97oUz9j8A79Li8i2dfPmtsW8nMkkMdBrHGuwsW+gYEJ3+h76UD/PDoKml5mqWiYpGI9m6VOdlzKCd7DKGDW2VEwI2IDww8f4ReZw7iGxZS5ku9urUN6zt05fbwcYypXQ9DmYyQxATmXr9My3072f7iqU5qtjjsTUzY2LUrqzt1wlhPj2dRUXTdv58zb958c0qggrk5ewf1pbdndQqVSn69dotfr96k4CtARCwSMbxRXXYOLSozjYyh/67DvItPKHc/AAdzE3aP7cewpnUA2H7nCRP3niY58+v59RbVK3JsxhBqONuSkpXDpJ2n2XHziVbaoGT0aerFvN4tAdh08SHH7ut+SdtZmLBlRh/sLIwJj01i+qbTZOZov/zFYhFT+njTqq47hYUKlu25pvqNRSIRC8e0w8hAj6D3MRy74q/ar0pFW8YOEMrZ1/99k9gS6avvxrfB3taUmLhUNu++pdrH0cGcmdMFc7W9Bx4Q+Ep9v/q0rEbP4hL438/zJV6dch43vR3VPJ3ISM9h2eIT5OcLQFomk7Jo9UCMTQ14FxTFzj/UCwupTMLCdUMwtzImPCSGLb+eKfc+MrUwos94Qdey/w9frdRP6ahazw3Xao7k5eRz+5TuZ1rnfnXd+GnfZI4Gr+H7vyfQqm9DDE3kJMencWnPXX4YsJEhNeazespuHlzwJ6dUSXfpkMokLN42mj7jWwGwe8UFNi48SkHRNXKoYMXaY1OoVqcCGanZLB61k1vn1b9j83Y1WbFjNKbmhrwLimLm0G1EhMWrxrv3a8C6naOxczAnNjqFWeN2c/rIY9W17NCpFpv+Gk2FClYkJmQwZ8YBDu1/oLqHW/pU5a/NI3GvZEtKahYLFh9n5+67qutrbWnMhmUDqePpQlZ2HvN+OcG9R2rgWxwmRnJWL+pDnRrOZGblMXPJcYLeaYMMuZ6MZdO60qphZfILClmw/jwP/MO0trMyM2JoR6F32Pazfhp6uJLRslYl5DIpkQmphBQtCnRF7SLPrVcfy07VFxYK16QsJjs6JY3svHxkEgkVyiiauBosEA8dq3vobI76PDKal9ExyCQSRtTXZnLyCwtZVaSxHdegAbbG2iL7Tc8e8zE1GTsjY+Y11WS5ChQKZt68SEpuDl7WdixorCmgLlQomHXvIok5WdSwtGVxQ02XdYVSyVy/8yTkZFLFzIYf633dbLFk/CPgM2vWLB49esTvv//O+/fvOXToENu3b2fqVLXr6KJFixgxQl1muX79es6ePcv79+8JCgpi5syZ3Lx5U2Of2bNns2PHDvbu3cvbt2+ZPHkymZmZjB4tdPcViUTMmzePjRs3cuLECd6/f8+PP/5IcHAwY8cK9LCfnx/r168nICCAsLAwDh48yKxZsxg2bBgWFmVb/uuK4xFXeZH8Fj2xjMU1xmGso1KrdOwJv8qX3FQc5JYMd/v23j2e5i5Y6ZuQWZDLs0TtB6tkdHD0ZFpVgb5fHnQRvy+6fXQa2riypL6w8t0afJ+Zj08SlZmic1s3E0v2tR7M2qY9sNI35F1qAgOu7ef7J5dIy1OLAEUiEf0qe3Gj1zj6ugs6oQMh/jrFz8VR396J7R16c33AWAZXq4WeRELAlxgmXz9H22O72P/Gn5wC3SDG2dSUH31a83DkBOY1aY61oSGxmRksf3iXnscP8jah7MlDJBLRp0YNLgwfTj1HRzLy8phz+TIzL136qn9QcehLpazs2pG5LYWX8oEXAYw/foa0b9i/WSVXjo4ZhKulOVEpaQz6+yh3Qr+u+ZBJJCzu2prV/TtjIJPy8EME/bYc5FXk1/VKTpZm7J8ykD6NPFEolWzwfcDMfec1NAWlY1ireozvILAgv5+4qaLZS4eDpSlbvuuLubEBbz7FMWvrOZ16IpFIxLxhbTCS6xEUFsvJW4GqMVsrE6YPESa3bccf8DlWrcUY0rMhNas4kJmVx++bL6tedkaG+iz8TugDdf5KIH4lVvkd2nnSoZ0nCoWSpcvPk5qmBogTp7TFo4o9aanZLPvtjErQLJNJ+H5ZX0xM5YS8iWbHRrUI2c7RgnnL+gJCQ9P719QMrJWdKQvXDRH8ek4958rx8gFK73GtMDE35PP7OG6dLt8LRSQS0XGocI9dOfCg3G11hdxIn+bd67Fg21iOBK9h6dHpdB7hg4WNKRmpWdw8/pilo/9iUPW5/DZyKzeOPSK9hF9NyRCLxYz/qTeTlwi6p8uH/Phl9HYy04V73tzSmBX7JuDd0ZOC/EJWzTnC4a03Vc9+zbqurNs/AQcXS+KiU5g9fDvPHqjBR9UaTmw9MIHmratRUKBg69or/Dr/GOlFv10ld1s2bx9Du45eKBRK/t5xm0XzjpBclNJzcbZky8bh9OhWB4CDh/2YPe8wX4rE7EaG+qz+pR/NGwtMzU8rzuJ7Q1O3BYIwes3iPtStKYCkWUtOEBSiDX6kUglLp3aldUOPIvBzDr8A7ed4YLu6mBnJiYhL5sqjYJ3X1lCuR7OabgBce67NDBVHDRdhkf4htmzNV/GCQirRvRgPLVpoVbKx1On2XqhQcL0I+LSvprsLwc7Hwn3b27O6znL2I69e8SklBStDQ8Y10G6wG5KYwLYXApP8a4s2mJaSmmx88ZAnsZEYy/T4s2139CWa4GvLq0c8jP2EoVTGny16IC81vuPtI+7FhiOXSNno3UunaLq8+EfAp2HDhpw+fZrDhw/j6enJkiVLWL9+PUOHqh1LY2JiNNJPeXl5zJkzBy8vL1q2bElAQADXr1+nbVt1/n3gwIGsWbOGn376iTp16vDy5UsuX76sIXieOXMmixYtYtasWdSuXZsbN25w7do1lX+Qvr4+R44coWXLltSsWZNly5Yxa9Ystm/f/o8uCMCpKIF9mu4xhIpGurs0l4z36VGcjBRU5TOq9kEu+fbu4mKRmFa2QgrvVpzudFfJGO/Rgm7OtSlUKpj77Bhh6boBQB/X2syq2QoRcCnyDZ2ubmXd61tkFmiv1kUiEb0qenK12wT6VxIYqMPvX9Luwl9c+KTJlFjKDfmjeVcOdRhERVML4rMF8fO4mycJSdb9XdzNLVneoiMPBk9kWt0mmOnL+ZiWwo/3r9Ps0F+sf/6ApBzdNL+ZXM6UBo25P2I8y1u3x8bQiNCkRHodP8iegBflrr5dzMw4PGAAM5s1QyIScSEkhK779/Po8+cy9yl9XSY2bcTm3t0xkEm5H/6J/vuP8ik55av7VrK25OiYQTRydSYzL49JR86y51H537c4utauxuGJg6lgZU5MajrDdhzjxLNXX91PXyblt/7t+aVfO2QSCTdff2DgxkOExpbNOE3t0pSBzQUB8g/7L/Pg7Ued21W0t2TTtN4YyfV49u4zi3Zd0rm6tbUwYUpfoRJny8n7xCerK3F6tvKiQc0K5OYV8PvOayqAI5WI+XF6F+T6Up4HRXDysppJqFergqob96pNlzUAzszp7XF2suBLQjqr/rikurZ6elJ++KU3hoZ6BAV+Zs/fd1T72DmYM+/nXgCcOfqEezffqsYat6xG/9HCynTtz6eILiE4rt3EnREzhXTFlt/O8r6UYV/JMDI1oF+Rvujgussq1qSsaNO/MVI9Ke8DIwi4rxt8fkvI9KTUb1OT7/4Yyv5XK1h9fi59JrfD3tWa3Ox8/C4FsGbqHoZ5LeTx1cAyj9NjVAt+3DkOfQM9nt8JZl7fDXyJSQFAXy5j8Yah9B0rgNh9666w4fuTqnN0crVm3f6JVK/tQkZ6Dj9M3suejdcoLBKbG5vI+XFFf6bO7YRMJuHhnRCmDN/O2yBBH2ZgqMeCxd2Zu7Ab+vpSnj8NY9KYnQS8FNK3enpSZn3XkZ++74GhoZDuHD95Ny/8hXF9PSm/LexJ57aeFCqULN/gy9Ez2kDVQK7H6kW9qVfEEM1ccpzAYO3fVCqVsGRqF9o2qkJBoYLf/rqsYWIIYGygz/DOwst/xzk/lbC+dLSvJ6Sxykp3ATgXuT7HJqeXadBaDHzKYnzexwn3bWVb3fKMl5ExJGRmYaKvT+OK2umh9wmJ3HgfhggY26i+1nhGXh4bizS93zVpgnEpJ36FUsniW1cpUCjoUKkyHd0102APoyP484Ww/zKfDriVaoH0JO4z6wIENmlJkw64m2meh39CFH8ECM/0z/U7/CNRc3H827KiRBT7+HT0nUBfjw6Md+/71X0KlQqmPf+T4LQIWtrW5hfPf24q9iThPdOe/Y2FnhGXWi/SEi6XjrzCAsY/2oN/UgROhhYcbD4BS33dJlNvUmJZHniVx0Vl7rZyY2bXbEMv11pl9r16HPeJ75/6EpYmaJxaOrjzW8OOuBiba2yXU1jAlkA/tgY9Ir/oYWznXJlJXo218rElIzM/j2Mhr9gZ+IyoDCEVIZdIGVDVi3G1GpRrhpiYncX861e4+UlY/bdxq8Sqth2xMiiflXsZE8NsX18+paQgAsY3aMAsb++vGg8Wx+vYeCaePEtcegYWBnI29e5Oowpln2Nx5BUW8uulm5zwF1aeA+t78WOn1qocfHmRnpPLopNXuPlWqIroW9+TH7q1Lte3pzhefY5l9r4LxKSkYyCT8mv/9nSpW03ntgqFksX7ffF9EYJcJuWvqX212lwUx7N3n5n252nyCgrp3qQGPw/voNVBvlChYPzyo7z6EEOrepVZPU1tihcdn8rQRfvIzs1n7sg2KqdngJO+/qzddQN9PSm7V4/A1UnI+efm5jN21j4iIpNo41ONX+Z1V+0T+j6OqTP2k59fyPQp7ejTSz1R3775hqW/COnn5WsG0bCRWjC+88/rHNv/EEMjfbbsH49jUXVVQX4h88ft4o1/BO7VHFi3f4KqIahCoeDXyft4cust9i6W/Hn6Ow3fmpKRk5XLmOZLSP6SzvQVA+kytJnO7Ypjw+wDXN5/HwsbUzZcX4SN4z9jqcsLpVJJWFAkDy+95N6553x+F4uBkT7rLi/AtZru3xkgNPAzP4/eTnJ8Glb2Zvy2dyKVSvQ2u3DQj61LzqJQKKnr7cH3fw7DqKhfWV5uPn+t8uXicWHV71nPlQUrBmBTwsTw3dtoli0+SUxUMhKJmLHT2tJ3SBOVrOBj+Bd+++kUEZ8SEItFjBjtw+Bh3ioxe1RUMr8uO0vo+zikUjEL53WlbesaqnPesvs2R88IzMWwfo0ZP9xHS7KQk5vP/OWneR4UgYFcxh/f96V2de3nOr+gkBHfHyA8KpGerb1YNFYztZKdm0+vBbtISsvi+1Ht6dVC20cnMyePtvO2kVdQyJHvh1HFWfuFrVQqaTzvT3LzC7nw42hcrM21tumycjcRCSnsnzqQum7av9/8475cCAhmZntvJrTUbiOx8upd/n70nB5e1Vjdu7PW+OJL1zgeGEQ7D3e29u2hNb7uwQM2PX6Mm7k5l0eO1JrLDrx6yY93bmAs0+Pq0FE4GKt1RgnZmXQ5uZf4rEwGVvViZUvNLvDJOdl0Ob+bmKx0+lSqyVofTe+ntLwcuvnuIjIzlW4VqrPBW92O5n/asuL/hahhWonRFXt907YXoh4RnBaBkUTONI/yHV7LinqWFTGVGZCcl0lA8tet6PUkUtY3GIyzoQVRWcnMenqYvELd+qAa5vbs8xnO5ib9qWBkQXxOBgufn6PfzV08S9AtDG9s58rFzuOY4eWDnljCnZgPdLy4ne1vHmnoXOQSKbPr+uDbfTRdXKsiAq5Hvqef70H6+x7kZuQHnSsbI5keoz3rc2fQeDa26YantR05hQXse+NPq6M7mXr9HAHx2qJDACsDQ3Z268XPPq3Rk0i4+TGMLof3cf9z+detjoMD54cNY4CnkKbb/uwZ/Q4f5n3it5UR17S35eSIwXjZ25GcncOoIyc5Efh1hk5PImFpt3YsaN8CEXD0+SvGHzpNavbXU2Ymcn02Du7OzPbeiEUiTj4PYtiOo0Qlf12s7eViz7GZQ2nqUYHs/ALmH/Jl3aV7On8PsVjEkmEdaV7djZz8Aqb9dYZ3UbrZuwZVXFg5risSsYjzj97wx4k7WseUiMUsHtkOiUTM7RfvufVcne5wtDVjysAib5Yj94j+oj6X3h3r0LCWK7l5BSz9U80o6evL+GGW8Jk37wVz466apfGobMekIk3Nth23CH2vLpJo1aYG3Yqqk1YuPUdCgpp9GjW5NTVru5CVmcvSRSfIyxWeH6lMwqKVAzGzMORDcAx/rfItcZ3EzF01ADtnC2I/J/HHgmMoytB9yQ31GThNeDke3nCFvJyydWkAE5f0p2JNJ5K/pLFs9F/k5Za//T8JkUiEu5cLwxd0Z8vtH6nlXYXszFx+Gb6FtKSyfac8armw7uwsKlSxJzE2lbl9NvD8tvradxvalJ+2jkTfQIb/g1DmDt6qYob09GVM/7EHi1YNxNBIn6AXn5g6YDNP76nTPFWqO7Jl/3hatK1BYaGC7Ruu8fPco6SlCoyKW0UbNm8fTcfOtVAolOzZdZeFcw+TXPSdnZws2LR+GK1aCqmzpcvPc+zEE9U5TxndiokjBWbqwInHrNl8VUtzJdeXsWpRbxp4VSA7J585y07y8o22j5dMKmHBaIHFO3vrFQHvNNkhA30ZI7sIBn67zj8iT0cq2KhEuuuGv7b+qPh7O1kK4DAyQfdzXnwOZfUaDC1ifDzstBkfpVLJ1WDhs3WlueIzMjjzWviNxzfWTmHFZWSw67lgMTHfx0cL9MRmpLPKT8h+zGvaXAP0KJRK5t72JT4rk8rmVvzcTNN9WalUMu/hJWKy0qloasGSJh20xhc/uURkZiouRuYsbdT5mwxrdcW/wEdHzKgyFKn46yvypNw0doQJqvOx7p2x1v9680ldIRVL8LGpDsDtb0h3AVjoG7G50TBMpHL8kyP4JeBsmfSpSCSivVM1LrWfxAKvdhhL9QlKiWHInb3MeHySSB36H32JlBlePlzsPJbGthXIKSxgxcub9Lz8NwEJmvnwyubWbGnVixu9xjPYozZ6YglP4yMZc+MEnc79zekPr8lXaNO2UrGYHpWrc773cA51HUALZzcUSiUXw0LoeeYAA88f4WbEB63KNJFIxKja9TjTfyiVLSyJz8pkxNkTrHh4t9zKLyM9PZZ36MCW7t2xkMt5HR9PjwMHOPDy5TeloOxMjDk4tD9dqlUhX6Fg0aWrrLh596vVVyKRiDFN67N5YA8MZTL8wj8z4O8jfEws37MHBFAyoWUjto/sjbmhnNfR8fTbcoj7oR+/uq+FkQHbxvVmfBth1bfr1jO2XX+sc1uZRMKaMd2oU9GR9OxcJm09xeeEFJ3btqztzs8jhEnp8C1/dvpqH7Oysw3DOwkT5+qDN8kooTXq264Otas4kZ2bz4pd11XXXiwWsXhqJ4wN9XnzPpaDZ9TVZtU87Bk+QCh2WLvtOgklqoZ696xHs6aVyc8v5LdlZ8nKUn/WlGntca9sS0pKFr+X0PtIpRIWL+2Lmbkh70Ni2bZOLWi2sTdj3u/9EYlEXDz+hFslqrNMzAz5fuMwpDIJj2684eSuuzqvEUDnIc2wdjAnISaFSwfL1+/IjfT5cc8kjM0NCXnxkS0LjvzX/jy6QiqTsHjXBOxdrYn9mMDvY3eUm4qzc7bkj1MzqN3Mg+zMXH4atR3fEsaJjVtXZ/XBSVjYmPAxJJZZ/Tfz4Y16fmjZyYtNR6fgXs2BtJQsfpy6j783XFWlvoyM5Xz/e1+mze+MTCbh0b13TBm+nTeBQjrawECPeYu6M39Rd+RyGf7PPzJxzE78n38EhNTXj4t60K+3cK9t3X6LzUV+QCKRiKF9GzNvqsBKnr8ayC+rz2uBErm+jFULe9OwlivZOfnM/f0kL99op8PrVHOme0vBcmTV39e1Ulp9WtXC2syI2MR0zt3XPY+3rSukfa6/0A18AJyK0l1RSbqBT4Eq1aX90i8oVBD2RWDqPXRUawXHfSEyJQ25VEpzdzet8X3PXpJfWEg9JwfqOWuzSRv8/MguKKCugwMdKmsDp1/v3iI9L4+6dg4M9dRsarsz8Cm3P4ejL5GyuV13LZf/PcHPuf75PXpiCZta9sSo1PiRDy+5FBGMVCRmo3cvTPXk/KfxL/DRERZ6X2+dALA59CyZBTlUNXGhh1P5VPbXorW98EDdinv9zRNeRRMb/mgwEIlIzIWoAHaE3il3ez2JlLFVmnKt41QGVqyHGBG+kW/odHULa4NukpGvLYR1N7PmUNuhrGzcFXM9A96mxNPn6h5+fXaV9FLbVzKzZHmzTtzrO5GJNRthLNMjJCWBWfcv0OrUdva8fU62DjGzSCSimZMr+7r0x7fvSPp41EAqEvM45jNjLp+i04k9HA8J0gI11a1tODdgGENq1kIJ/PXiKf1PHuZjSvmAoqOHBxdHjMDH1ZXcwkJ+vnmTcWfOkJBZdkPK4jCQyVjXswvTvAVR8K4nz5l66jyZeeWXOQO0rerO4dEDcTA14WNiMgN2HeZR+LfpjZpVduXElKF4OtmRmp3DxH2n2XbrcbmVWyCwLzM6e7OoZysANl/14/CDl7rPTU/GnxN6UsXRmsT0LCZuOUl8qm5GoFvjGsztL1SFbT3vx5Hb2scc270xzrZmfEnJZMtJtcu6WCzi+/Ed0JdJeBL0iQt31S8JWysTZo0VVoK7jj3UMJobMaAJVSvbkZ6Rw8o/1aafIpGI+XO6YGNtQmRUMhs2XVfto6cv5cdf+wjl7y8j2L9X7fBqY2fKgl97IRLBhVPPuXVFLYRt4O3BwHECW7Dxt7MaFUoens5M/lFgd/f8cZnAJ7qLEvTkMgbPEHRBRzddIyer/MoqBzcbFm4fh1gs4srBB1zcUzao+m/CzMqYn/ZNRm6oT8D9ELb/eLzc7Y3NDFmyfxJt+zVEUahg44Kj7FlxXsV2eXg6s/74VFw97EiMT2Pe0K08vaMW+TpWsGLd/gl0L7ITOLbrLvPG7uJLbAog/H49+jVkw99jcHSxJD42lTkT93Jsv9pgs0PnWmzePlplUjl/9kH2/i1UdYnFIqZMasOkooq0E6eesXT5OfKKyvm7d6zNL/O7I5NKuPPwHQt+O6myRygOfX0ZKxf0olFtNxXz4/9a+9mcNqgF5iYGfIhM5NCl5xpjcj0Zo7sJi4zdFx7rLABoUasSMqmE8NgkPkTr1t45W3+F8SlH4xORlEJ+YSEGejIczbXfY1ffCqJmn8puGOppCoIzcvM45C9ov8Y31m4/8T4xkeNBwjOysIW299fVsFAuh4UiFYv5vXV7je/3Mj6GVU+EZ+/nZm2oaqmZ5gtKjGX5s9sAfN+gNTUtNX2YQlLi+e25UIwwr04raltrgrJPGUlM9Tum9Z3Lin+Bz38YTxNDuBn/EjEiZlfr91VdzteikVVlDCR6xOWk8jatbOFk6Whi485iT6HHzaaQm1yJ1q5iKB1WciOW1OvK6bbjaGIjlLJvC3lAx6tbOPnxpU6Gpb97ba51m6Byft777hkdL2zn6mdtMaadoQmLGrTmQb/JzKvXAmu5IVGZafzy5DreJ7ayMeABKbm6y7SrW9mytnVX7g4ez/haDTCW6fEuOYF5d3zxObydbS8fk5WvnrQMZDKWtW7P1s49MNOXExgfR7ej+zn5tnwAaWdszN99+vBjq1ZCM77wcDrv28fNsPIr60AoW5/h04y1PTqjJ5Fw430Yg/YfJTo17av7VrO34fi4wdR2sie1qHHgkeeB3wR2Hc1N2T9uAP0beKFUwsYbD5l28Cxp35A2G9q8LpPbC55Rv5+9xSV/3dUnpoZytk7ug4u1GVGJaUzeeorUTN3HH9KmHhO6CsdcdfQWl5681RiX68lYNEJI95y4FcCrD2omoIKDBRP6CdVMGw7eIT5JnYbq2KIGLRt7UFioYMkmX9UKXSqV8P2srujJJDx+Ec65K2omxszUgB8WdUcsFnH1ehBXrqmfA2cXK2bOFbQMB/fd53kJV+UGTSszuEjQvH75BT5/Ur+Mhk9uQ62GFcnOymPp7MNklSgJ7zywEW171UOhULJi5kGS4nX/9h0GNMa+ghUpCRmc2/11IFO/dQ1G/dALgG2LjxL0SHfl5n8bFWs4MW+rUDV7ftdtfPeXb/kv05MyZ+1Qhs0WNBlHN19n1fT9qhShraMFaw5PpnYTd7Iz8/hl0l4uHVEzgXr6MqYu7s73awZhaKzPG/8IpvTfzOO76vmjclUHNu8dT8v2NSksVLDzz+v8POcIaSlC4YOrmw2b/hpNpy6CGH//nnssmH2IpMQMRCIRA/s3ZvGCbkilYm7dCWbh98dVndlbNavKqp/7YmAg43lABDN/PEpKmmZBhb6+jBXze9K4jhs5uQXM/f0kz4M05QBmJgZMHywA4l1nHhEdrwlOerXwws7ShPjkDE7d1haQmxjo06S6YExYFutTnOqKStJ9TxWWKAooHaFxwv1b2cZSS3sHcK2caq5jAa9Iz82lkqUFbTy0G4muvn8fhVJJe3d3GjhpFv2k5+Xy8x3BFX1C3YZUs1YDm7S8XKbfOE+BUkHXSlUZXE3T4y4jP5dpd86Rpyikg4sHI6ppmmdmF+Tz3YMz5BYW0NKhEmOrNdYYz1MUMuvxKR7Gf5tbOvwLfP6jyC3MZ/27kwD0dm5OFZOvi1y/FnKJjGY2gur/W9NdxdHfrSHDKwlpgB/8TxGY/G0sQnVze/b6DGNL0wFUMLLgS04Gi56fp+/NnVo9v0AATGub9WBv68G4GlsQm53OpHsnmXj3BNGZ2g+pmZ6cqV5Nud93EkubdKCCsTlJudmsfXmfZie2suTpDWJ07AfgaGzK901a82DIRBY2aoGdoTFxWRmseHKX7qf38zpB0/Cyk7sHvoNH0NjRmcz8fObeuMzMq5dIyy17lS0WiRhVrx5nhg6lmrU1SdnZjD9zhh+vXy/XK6g4uteoxoEh/bE2MiT4SwJ99x3GP0q3Nqlk2BgbsW9Ef7rWLOq/c/EG35+/Rm45feWKQ18m5dde7VjSuz16Ugm3Q8Lpv/UQIbFll/cXx5T2TRjiLfTPWnzkCveCdU8U1qZGbJvSFxszI97HJDJ9+xmyytCcTOzahEGt6gDw894r3H2lCRwb1ahA12Y1BCPCPdc00gODOtejhrs9GVm5rNx9Q4PBmTehPRZmhoRFJLDziDpN5OZixYQRwotn867bRESq24rU8nJh5LAiT6A/r/K5xFjb9p507iac+4qlZ0kqkSobPr4lteu7CgBn0QlyivQ4EqmERasGYmVrQkTYF9b9fFrjO077tTduVexJTshg+axDqvRNyZDKJAybLYCu41tvkpn2dV+mftM60KJnfQoLFPw+ZjsJMV9Pif4n0axLHUYsFMSrWxYcIciv7PQLCOc8dFZnZq8dikQq5s65F3w/ZAtpReXmxqYGLNk5hvZ96qMoVPDnT6fY8usZDb2STwdPNh2dQuXqjqSnZvPztP3sXKuufDMy1mfx0j58t7ArMj0Jjx+EMmnYdl4XGRrK5TLmLuzGwh96IDeQ8dL/ExPG7CTwpTDevm1NViwVDC79AyKYMeegqsdX/dqurF86EDMTA4JDY5m28DBxXzTnH319Gcvn96JJEfiZ9/spnpcyQ+ziU4N61Z3JzStg9d4bGosWPZmUMd2EF/Oei0/I0fHctCtKd5Wl8ylmfKL+A8bnfXxRRZeddporLCGJ0C+JSMViWlfRdKLOLyxkd1FrirGN62sVvjyJjOT6hw9IRCLm+Wg7T6/xu09sZgZuZuZMb6gGJkqlkkV3r/A5PRVnEzOWt+iowRQplUp+eHSVj+nJOBqZsMpbW7ez5Pk1QlMTsJEbsbppd63v9kfQTYJSYjDX011ooCv+BT7/QRz8dJ3o7ESs9c0YU6nT13f4xihuWXEz9tvTXcUxu0ZHWthVIVdRwIynh4nOSvmm/UQiEe0cq2rof16nxDL07j6+e3SCz5nak66PQ0V8u4xjSs1mSEVirkW+o+PF7ax+eZuEHO10kVwqY1jVutzsPZ6NLbpT3cKWrIJ8dr15RotTfzHvwSXep+imfc305Uyq05h7gyewumVn7AyN+ZCSRO8zB9n1SrMhrIOxCQd79WdOE2/BPTk0mG5H9+MfW3YTT4Cq1tacGjKEsfWFiqBDgYH0OHCAN/Hx5e4HUNfJgZMjBlPN1oaEzCyGHTrO+Te62RSNayKT8kefzsxpUyRcfvmawbuPEpnybS7Tfet7cnD8QBzNTfmclMrgv45w7uXbcvcRiUQs7NGKLkUND2ftu1Bmg1NnKzO2TuqDqaE+AR9jmP33efJ0ADORSMTc/q3o0khokLhgxwWeh2qKQ2cObImZsZwPUYnsv6JOD0jEYn4Y3wGZVMID/zCuPFRfNwszQxZMFHREh849JeCt+pj9utenXq0K5OTm8+vq8+SWcCgeOrgpdWtXICcnn9+WnVWlOwCmftcBt4o2JCdlsnzJWZVIVCIRs3BJHywsjQh/H8+WNZfV38PKmO//GIxUKuHe1SBO7VfrW+QGenz/5zAMjPQJehrOnhI6oZLRqld9XDzsyEjN4tSOWzq3KX1NZ20YgVsNQey8dPT2/1Oxc8kYNLszPj3qUZBfyNIx24n7hp5h7fs3YumByRiZGhD05AOze60nuqjBqExPyqzl/Rk+Q2D6zh/0Y/bALUSXYNIcXaxYu38CPYYIbOGJPfeZN2Yn8UXCaJFIRLc+9dn491icXCxJiE9jzqS9HN2rNjRs18GLLdvHULGSLSnJmSyYc4g7t4T7v349Nzb8MQRLSyPCwr4wbcYBPkUIn1/dw4E/VwzGxtqEiMgkpi44xKdSDWL19aT8Pr8XTetVJDevgLnLT/EsUL0QFIlELBjdDplUgl/AR24+0QQw3ZvXxNHalKS0LI7f0jYGbVnLHalYzPvoRMJjtfsBOlkKKar/RONTnrC52LunSUUXTOWa+piLb0OITc/A2siQnjWra4wplUpW3hXYygFeXrhbajos+8dGs//VSwCWtmqn4alz5WMoF8NCkIrE/Nm2m1aD0RMfgjgT9gaJSMTGFj0w19cELxc+veHIh5eIgLXNemAt16xevhUTyu7QRwD8XEe7Qq2s+Bf4/MP4lBnH4U/C5DXNoxeG0v9cYFU6mtlURSaSEJGVQHjm11+6JUMiErOyXn+qmNqRmJvB9CcHySwoX1NQMkrqfwZXrI8YEZej3tL56lbWBN3Q0v/IpTLm1m7Fhc5jqW/tTGZBHlvfPMTn7GZ+fnqFyIwUrc+QisX0qFiDS91Hsbddf5rYVyBfoeD4+1e0O7uLCTdPabXCUH8/Cf2reuLbbyTtXCuTpyhkid8tRl8+SUK2ZkPWaQ2acKzPIJxNTPmclkr/k0fY9OxRuSJkfamUxS1bsq9vX+yMjAhLTmbAkSNcff/1VIOjmSlHhg2gbeVK5BUWMvucLxvuPdTZLqRkiEQiJjRvxK6hvTE3kPM6Jp6+Ow5x/8PXK/sAajrZcWLKEJp7uJKTX8DCE5dZeuEWeWX4iICgr1k2qCM+1YQKrql/nyEkWjdb5OFozeaJvTHQk+EX/Inv91/WeQ3FYhE/j+hAC69K5OYXMmfbORLT1L+JuYkBswe1AmDnWT8+x6nBdCVna8b0Fl6Aa/ffIjFVvZ9Po8p0aV1TaHK6yZesonYRYrGIH2Z1xczUgNDweLbtUWvbJBIxixd2w8zMgPcf4vlr523VmFwu48df+wgi2RcfOVzCMNDK2oSFS/ogEsHlc/5cu6h+YdWoXYGJ87sAsGvdFQJLpMqcK9owa3k/AE7suIPfdW22ViIRM3yOsP/pnbdJLaeSSvVdS4qdn4f/z8TOIpGI2RtH4u7lQmpCOr8N3/pVl2eAOt5V+OPUDGydLIgKi2dWz7W8ffFRdcwhU9vxW5GT84c30UzrtVGj0auenpQpC7vxw9rBGJnIeRvwmSn9N/Pothr8ulexZ/O+8bTu4ImiUMmuzTf4cfZhUooYpgqu1mz6axTNfaqSn1/I0l9OcfqE4NnjUdmOTeuG4eJsSVx8GtNnHSTotQCe3Vys2LJyCBWcLIlPSGfawsMEh2qahOrrSfl9Xk+a1atEXl4B81ac5mkJ8OPqaMmI7oIOZt3+W2SU0G/JpBLGdhfu6X2XnpJZqs2JqZGcRtWEdJcu1qdY3JySmaPTgLS8qq5ixkeXsLnYrblDqTSXUqlk52NhQTKyQV2t/oKXQ0N5GRuLoUzGjBL9NEFgihbdvIYS6FutJt4u6k4KaXm5/PRA0NtNqduYuraaupz3qYn89FjQ7cyu46NlgRKRkcziJ0JV5ZSazfC212Sp4rLTWfjsHADD3RvSykG7bUZZ8S/w+QehVCpZF3KSAmUhTayq08JG26vhvwljqZxG1sJN+S1mhqXDSKrPpkbDsNY3JjQ9jgXPj1OoLL/iqHQU9/w62248TW0qkqcoZHvIQzpc2czxcH+t41Uxt+Fo++Fs8+lLbStHcgsL2B/6nNbntzL74TnepWi/VEUiES2dKnGk42BOdxlOxwpCiu/q51D6XDrAwMuHuB0VpnOit5QbsqNDL5Z4t0NfIuX253A6ndjD3UjNtE09B0cuDhpBD49qFCqV/PHoAcPOniAmI13rmCXD29WViyNG0NzVleyCAqacO8dfT5589aVjpKfH5j7dGddYYI02PXjMrLOXvill1qySK6fGD8XT0Y6U7BzGHTzFtntPvgqcAMwNDdg6vBeTWwn08qFHLxm16zhxaWW/XGUSCWuHd6OumyNp2blM3HmKz4kpOret5ebAurHdkUrEXH0ZyrLjN3VeC5lEwopxXanqbENaVi5/HNcU2nduWp2G1SuQV1DI8n2a6YHhXRtQxdWGtIwc1uy5qbHfjFFtsLM2IToulc371ce0tjJm8UwBTJy88EKjPYG1lQkL5wm6t1NnnvOgRArH1c2a74p0Kvt231MZ4wHUbViR4eMFwfbGlZf4+EG9+Og2sBFtu9VBUajg97lHSIhTp0h8OtWi1yihRP+PBceIjtBmTbw716JSTSeyM3I5se2m1riucKxow8K/xqrEzpf2lq/D+U9DbqTPT/smY25jQtjrSP6YvvebQJZrVQfWnZ1FZS9n0pIyWThgE/cvvVSNN2xZjU3nZlCzvhvZmbksn3mITb+c1mCvmreryaajU6ji6URGWja/fHeA7Wt8Vf3SDI30WbikNzMXd0NPX8rTh++ZMnw7r4oNC/Vl/PhbH3r0qo9SCZs3XmXH1psoFEocHMz5c91QalR3JD09hzkLjnL/gVBOb2djyqYVg6lW2Z7UtGxm/HCEF4GaKS09mZRl83rgXV8AP/NXnNZgfkZ0b4SLvTkJKZlsO65ZtdelWQ0q2JmTkpHNsRv+lI529cuu7jKS62FhJDAfUYnarE+xxkdXQ9RPRZWilUsxPtGpabyKjkOEUGRRMu6FfyLkSwKGMhmD62rqb/IKC1ld3Jqifn1sjDQZlx3+zwhJSsBSbsBib822E6ue3CU+K5NKZhZMqdNEYyynIJ9pd86SXZCPt4MrkzxL6XYKC5nx4CwZ+bnUt3FmhleplhZKBfOeniE5L4vqZnbM9/r2bgnwL/D5R3El9hkBKR/QF8uYUaXPf+whUF4Up7tux735j/a3NzBjY6OhyMUy7sa/Y83ry1/fSUdUNbNjj89QtjYdgKuRJQm5mXz/4gJ9b+7iSSn9j1gkooNLVU51GMmBNkPwtnejUKnkzMcgOl3awYQ7x/FP0M3k1LVx5K/Wvbnecyz9K3shE4t5HPeZUdeP0+X8Hs6GvdHqkSUSiRhesy7neg+jioU1CdlZjLh0gmWPbmlUfpnq67O+QxfWtO2EoUzGo6jPdDm8j6th5WsZLAwM2NW7N8Nr10YJrLp/n/lXrnxVgyMRi1nQugXLu3RAJhZzKfgdww4dJz7j6yt8J3NTDo0aQP+6gnh83a0HTDt2nvScr6++JWIx09s1Y8uwnpjI9Xn5OYZ+mw/yJKxsrZeBnoxNo3viYW9NQnoW47ef4ksZYKlpNVdWjOgspOQevuLPC7pLs+V6Un4c1g6xSMTlZyE8eP1RNSYSiVg0oi36MglP30Zw6aE6LSeVSvhhQkckEjG3noZys0SzR2Mjfb6fKlDYZ64G8MhfDXCbNqjEwF5CGfOKjZc19BpNGrkzoJ+wIl+15hLxJcTHHTrVUnnD/P7rGVVLBIDBo32o17gSuTn5LF18guyi6h+RSMT0H3tQsYo9KUmZWs1Mx87rQo16rmSm57Bs2n5yS/n2iMViRhaBsfO775IU920pzfptajLy+16AIHZ+/fh/I3a2dbbk+78nIpVJuH/+BYfXXvqm/SztzFh1/DsatatJXm4+v0/aw6ntt1TAycbenJX7JzBwkuC1dPHQI2YN2ELUR3Xqy8HZkj/2jqf3MKEy9tS+B8wbtZO4aOElLhKJ6NKrHhv/HouzqxUJ8enMm7KPw7vvoVAokUjETJ/VkTFFVV1HD/ux6vdz5OcXYmZmyB8rB9G0sTt5eQX8vOQM5y4IQMTczJD1SwdSr1YFsrPzmffLCe76abaT0JNJWTq3B94NhP1/23hJJZjW15Myb5Tg7XPy+ktef1Dr+6QSMeN6COzIgSvPNBghgFa13JGIRbyL/EJEvLacwKlY55OoqUFSKpXqVFcpcXN4QjKFCiWmcn1sTTQByvVgwQS1fgUnrEu1oChuTzGwjhdmpVJgRwID+ZSSgrWhIWNLtaYIT0lmw1PBgfkHn1ZYljCRfRYbyYE3LwH43acj8lIs0rJntwhO/oK13JB1Pt20QNzawDsEJEZjKpOzvllPLXbrr+AHPPryEUOJjHWN+2i1vPha/At8vjFS8zPZ9v48ACMrdsDewPIre/xn0cK2OmJEhKRFE5Wlnf/9lvA0d2JpUUPTg+GPGO+3h6CUb68UKw6RSERbx6pc7DCJhV7tMZHp8yYllmF39zH90XEiMpK1tm9m78b+NkM403E0nVyKTA2jQul7dS9Drh/gXoxuJqeyuTWrvbtwt89ExtVoiKFUxtvkeGbcO0/r09vZH6zd16uqpQ3neg9jeI06AOwIfEafswcJS1FfN5FIRN/qNbkwcDheNnak5OYw8dI5frhdvoBZKhbzS9u2/NKmDRKRiFNv3jDi5EkSs77eQbtfrZrsGdQXCwM5gTFx9N17mNexX09d6kulLO3enqXdhJYTN0I+0G/noW9qcgrQqloljk0eQlV7axIzsxi75yS77z8vc/VuZihn+/jeOFuaEZmUyoQdp0nN0l3B1b5OFX4YIEzyu64/Ze/N5zq3q+Fqz+A2QlPD5YdvkF1ide9iZ6F6Gaw7epuUdLXQt4qrLSOLUger99zUGKvvVYH+XYRKj+Vbr5BWYmzC8BZU87AnPSOHJX9c0GijMW50S6pWsSctPYdlK85rmNdNm9kRVzdrEhMzWLH0nEo7IpGIWfBrb6xsTIgIT+DPlepWGHIDPX5cJ6Rm3ryMYMcf6kWFVCZh0fqhmFkaERYcw9bfzmpdm4ZtalCtnhu5Ofkc3Xxda7ys6D+9g0qHs2z0/07s7NmkMtNWDQFg/4rzPLiozVToCgMjfX7aOY7uI31QKpXsWHKGrT+dVGuopBJGze7E0l1jMLUwIuxtNNN7b+D2hZeqY8hkUibO78JP64dgbCIn+FUkU/tvxu+WGiBX8rBj897xtO3shaJQye6tt/h+xkGSkzKF9Npwb+Yt6oZYIuL61SB+WHiMrKxc5HIZS37pQ9cisLtu41X+3nMXpVKJoaEeK3/qi08ToR/XTyvPcfGaZnsYPZmUJbO74+JoQWJKJn8dVjNvjTxd6disGkolrPz7usb916FxVSo6WJKWmcvhay80jmlubEDDqkK7CJ3priKdT2QpxqckC1waDKgquuystBblZVVzBcXG4ffpMxKRiFENNJuRpufm8ucjQT/zXdOmGq0plEolP9y+Tl5hIc1dXOlVRa0LyissZNG9qwAMrOpFE0fNthi+n0LYHyLcW38074qtgWaD0zvRH9j+VvjclU264mSk6Y/3NCGCjW+KWlbU7UwlE+203tfiX+DzjbH9/QVS8zOpaGRPf5eW/7PPMdczoq6lkMv8T1kfgA6ONVno2QWZWMLjhDCG3PuLOc+O8jHj216iJUNPLGFMlSZc6ziVIZUE/c+VqGA6X9vK6lfa+h+AWlYObPHpy9WuE+hXqRZSkZhH8RGMvHWEnpd3cynirU69iIORKT80bMPDfpOZXac5lvoGfM5I5cfHV2l+chubA/3ILFHOLpfKWNK8Pds79MJcX05QQhzdTu3jWMgrjRd+RXMLTvQbzIS6wqrlYFAAPY8fJLicZqcAw+vUYVfv3pjo6/MsKoq+hw/zLuHr17BRBWeOjxiMu5UlsekZDD54lGvvvm213r+eF4dGDRD8fpJSGLDrMBeDvq2Hk6uVOYcmDKJ7bUFsvPryXWYduUhmrm6fIRtTY3ZM6IO1iSGhsQlM232W7DzdgLBvMy9mdBdSOmvP3uX0I93WCZO7NcXe0oToxDS2XfDTGBvWsT6Vna1Jzchh/VHNdNiono2p5GxFcloW6/ZrioAnDfWhgqMlCUkZrN11Q/V3mUzCL/O6Y2SoR+CbKPYeeagx9uNidU+nfSVMBA0M9Pjx1z6qflBHSpjyWVgasWhJH8RiEdd9A7l87qVqzNHFivm/C5qec4cecfOiesza3owFa4cgEom4cuIpV09q9ogSiUSMmCek5y4dfEB81LctbEqLnZeN+d+JnTsO86ZnkRP2mil7CH+t7WKsKyQSMZOX9GX8j0ILgfN77rFk3C6yS+iF6vtUZfPZGXg2rEh2Zh4rZx9m448nNdixZm1qsOnYVKp6OpORnsOvMw7y16pLKnbNwFCP+b/0YvYP3YXf7nEYk4f9xesiw8OOnWuzdPkA5HIZz5+GMee7AyQlZiCRiJkzsxOjhgtVf/sP+bF6rS8FBYXo60n5dUEPurYXmqOu/PMyh05qmnLq60mZN14QbJ++8pI3oWp2Z8bQVpga6fPu0xeOX1WDRYlYzPieAtA/ePW5Vo+v8swMncswMSw5Z5YWN6v0PaUqupIys3gWISx8SwOfYranW42qOJpp+v5sf/aMpOxsKlpYMMDTU2PsVPAbHkZGIJdKWdaqnQbQ+ivgCaHJiVgbGLKosea78nNGKvMfCLqdSZ6NaemkWTYfn53BXD+BYBjuUZ+OLlU1xlPyspnz5DQKlPSs4EVvV02TxG+Nf4HPN0RgShiXYgQX2dnV+n2Tq/N/E+p01z/X+ZSMIRWbcK71d3R3roMIEddiXtP79iZ+CzhHfM7XPWdKh6W+Eb/U7cK5dhNoZluRfEUhO949pP2VzRwL99dKSYFggLiqSTdu95jCqKoNMZDICEqOZdr903S4uJ2jH17qdFs21zfgu9rePOg3mV8btcPJyJSEnCxW+9+l+4W9BCVqihE7uHlwud8omjpWIKsgn/l3LjP9xgVSc9UMhp5EwiLvluzr0VfV7LTn8YPsDfQvV9Pg4+bGiUGDqGBmxufUVPofOcKd8K97RrhamHN8+CCaV3QlO7+AqafO89ejp9+kn6jlZM+p8UNoWtGF7PwCZp+6xO9XbpfZuLBkGOjJWNGvEz90ay1oc16HMnDbYZWja+lwsTLnr3F9MDXQx/9jNLP3Xyzzc8a0a8ioNoKO6bcj17keoD1pG8r1WDRIMCE8eOMFbyPU1gNSqYTFI9shEsHFh294/FqdNtWTSfl+fAfEIhFXHgZz78UH1ZhcX8aP0zsjEYu4dj+Ymw/VQNDR3py5UwWjwH3H/DS0Gk6OFswpMhHcf/Ah/iU0PW4VbZhW1Hh0z647vApUpwZr1XNl1GQBAGxe48uHd+r7rXHLagyZ2AqADb+eJazEWN1mlVUVTZt/OaPhYgxQt3lVajfzoCCvkMMbrmpdu7LCwFguiJ3NDAl+Fs7Whf8bsTPA+N/6UbdlNXKycvl1xFZSE7+eqgUBoPWZ0JrF20ahpy/j8fUgZnT7g/C36mtgbW/Gir3jGTylDSKRCN+jT5jVfzORYeoFiL2TBWv2jqPPCAGknD7wkDkjdxBbZE8gEono1KMuG/eMo0JFa5ISMlgwdT8PioTRjZpUZs2GYZibGxL6Lpbvpuwl8nMSIpGIkcObM2dmR8RiEb5XXvHDL6fIzs5DKhEzf1pHhvQVDAi37b3L1t23Na5xfa8KdGwhWDOs+uuait2xNDNkyiChxHv7iYfEJap1hG0bVMHD2ZrM7DwOXdVkfVrXroxYJOJtRLxW6brKvbnU3wtKGJaWTg+phc2a+p4b78JQKJXUdLDFqYSpYURKCr5F7SvGNtJMY8VlZPB3UWuKec2ba7SmSMzOYun92wDMaNSUCmbmqrEPKUmqBqQ/Nm2DuVxdpZWvKOS7u+dIz8+lro0jc+pqlsUXKhTMeniWxNwsqpnbsrheW41xpVLJomfniM1Ow9XI8h9VcZWOf4HPVyJfUcDakBMAdHVsgqdZxa/s8d9HSzuh0V5gSgQJ/wFAKRlOhhYsq9uH4y2n0MKuCoVKBScintHtxgbWv71KWt7XfUVKRxUzW3Y3H8pfzQbiZmxJYm4mP7y4QIcrmzn04Rm5OvqGORqZ8lP99tzrOZXpns0x05MTnp7EoseXaHVuCzvfPtZgcorDQCpjZPX63O4zgXXNu+FgaEJYWhK9L+1n52tNAbC9kQkHuvRnfqMWSEViLoQF0+XkXp7Haqb5fCq44Tt4BG1chSqsX+7eZNzFMyRml53GqmxlxakhQ2jk5ERGXh7jzpxhz4uvd1s3keuzo38vhtergxJYc/s+Cy5e/SbPHksjQ3YN7cMEbyEFtPexP6P2n+RLxtcdpkUiEUOa1GHf2P7YmhgR9iWJETuPEV4G+KnqaMOm0T2Ry6TcCw7nh6NXy3SFntnDh95NPFEolSzc68vjEO2ebz5elWhfvwoKpZKlBzVTAF7ujvRvUweA5fuua3id1HR3YHCXom7su6+TXsI8sYaHA8N6CyLINTuuk5CsfiG39alGtw61UCphydoLJKeor1Gb1jXo0kkYW7biAikp6t+5U5fatCuqGlr262lSS4wNGO5NI+/K5OUW8Ov8Y6SX8OAZOqkN9Zt5CFqg2YfJKDE2cFJrGrasRl5uAcu+O6AxBjB8rsD6XD32mOjwr/svFYdjRRsW/DUWkUjE5QMP8N33vxE7S6QSFu0Yj4ObDXERiSwb89dXO8yXjOZd6rDi2DSs7M34/D6Omd3Xcvmwn+pZkUgljJjZkaV/j8HM0ojwkBim99nIzXNqtkQmkzJhbmd+3jAUY1MD3gVFMXXgFh7cULPgFd1t+XPPOBo39yAvt4AlC49z4aTAYFSr7siGLSNxcDQnNiaFGVP2EvxGmAe6danDkp8Ftu/xkzBmzz9CSkoWIpGISSNbMnmUwFIcPv2UVZuuaNy700e2xMRYTujHeE5cUgOZHi29qFXFkezcfNbuU4vXxWIRE3oJ2qUj115opHAtTQ2pX0WoZCrN+qgZH835v2S6tsxUVyngc+1tcTWXZtXTnif+KJRKfCq6Ut1O00l5/cOH5BQUUM/RUas1xdL7t0nJzaG6tQ1ja6ubAiuVShbfu0qeopCWLhXp4a7ZFHmt/338v0RjItNnY4seyEoRCNve+uEX9wkDiYw/vXtp6XYOfHjGjZh3yERi1jfug7FMszT+n8S/wEdHnIi4y8o3R5j8dD097/3Ep8w4zGXGTHDv+j/5vAJFIR/SY7kU5c+6txf5JfAYYkQoUeKXUL4Q91ujiqkdmxoNY0PDIRhK9MhR5PP3+/sMuf8Xin9Y+QXCi7W1QxUutJ/EolrtsdAzJDIrhV9e+jL+weEy97OUGzKrVgvu9ZzK4rptsTMwJjY7nd/9b9D/2r4y95OJJfR2r4lvj9F0rCD0ylr67BY7Xj/R2E4iFjOlTmNO9BxCBRMzojLSGHD+sIbuB0o1OxULzU5HnjtZLpCxMDBgb79+tK1UCYVSyZLbtzn9tnzvHBAmqJ86tGZWC2ECPB30hiXXvu7nUnw+c9o2Z25bIcX0LCKK4XuPf/Nqv04FRw6MHwhAUmY2s4+WLVqtV9GJhUWtLS76B3Pqqe5Ulkgk4ocBbanhYkt+YSGz/z5PTp42kJvXvxX6MglvI+K5/FTT22hyH2/MjQ2I+pKq5XUyvm9T7K1N+ZKcyd7zmr/v6H5NqVLRltT0bLYe0HRC/m58G1xdrEhMymTXIU0B9rTJbXGtYEViUgY7Szgoi0QiZszujEsFKxK+pLNjm+ZLa/4vvbF3NCc2OoXtG66pxiQSMQtW9MfW0ZzoiET+LsHeiMVi5q0eiK2TBTERiexdq+nvU7NhJRq0ro6iUMHxbTf4J9GgbU1GfS+0y9i66Cixn/556vpbwsTCiJ/3T8bAWM6rh6Es6LWWt0+/7mpeHNXrubH5ynwatK5OXm4+G+Yf4dB6zUKLet5V2HJuJrUaVyInK4/Vc49wercmmGvaujqbj02hWi0XMtNzWDLrEL5F4AaElOUvqwbSuWddFAolG1deUrUecXK2ZOOWkVSpak9qahZzZx0ktsgrqFnTyvyxchCmpgYEh8Qwf/Ex1TM1uE8jFkzvhFgs4uK1V2zfp75fLMyMmDJMqDDaefQBqUVARiwWvH0kEjF3nn/gSZCaWWxZ151qrrZk5eZraX3KMjNUi5tTNRYgJVNdJZ2Zs/LyiUwWQFLJiq7s/HwehheZO1avrPH344HCdRpXqhlpTHo6J14L2YbSrSlexcdxJuQtImB56w4aTNDVT+95HPMZA6mMpd6a6a/QlAS2Bgm6nVXenXEx1tTtfExPYn2gcJ1/bdgRdzPNdF18djorXgnP33yvdtS0cNAYT8vPZvqTg3xr/At8dMTu8Mtcjn1KcPpnsgtzMZDoM6/6AExlhl/f+SuRWZDLq5QITkU8ZvnrM4z220Lr678y+MFGfnl1nMOfHvA8KRwFSowk+rga2Xz9oF+J6KwUDoY9YuzD3cx+doSsQjWzYqlnhPi/bLdRzcwOD1P19zT5BiRuLNOnm2sNaljY/6P9RIg0Gp6a65fto5RfNEnoS6QYlDDVKhkKpVJVom+uLy+3Ui8xK4vfb9/mdlGaSyISYSH/uo9TbkEBfz95zq7HakGwVamyUF1RqFBwI+QDYw6cZM0Nda8rG2Ojb6oojEhMYZXvXfptUU8INiaGOkFTdl4+W689YsXZ2wCIRKhKaktHaHQCU7ad4s1nQbBtZWqEEu1jnrwXSG4RU2BurHksX7+3pBRpHixNNJ+r+y/CiC9KF5TeTyoVoycTVoJyfc3fVK4vo2MrgS1NSdVk7wwM9OjTS1idxpVqM2BgqMfwUQLt/rmUgZ+pmQHjvxNSVx9CNd3CTc0NGTNDMFkMC9FMvZqYGzKiaOzjO80xgNZF3yVWR+n716LzCB9EIhEF+YX/s3QXgGs1RxZuH4ueXMabJx+Y3WUVS0Zt43Oo9vnoCjNLY37dM4ERRdVsB9ddwf++plbN0taU3/eMZ+BEIa349xpfQoM0dUV2jhas2T1OZXi4beVFPpWwGpBIxcxc3I3eRb3A9u+8owILFpbG/LFhONWqO5KTnc/Z0+pnsGYNJ/5cNxQDAz1C38fxqsTndm3vxeIZQirlwtVADZPMbm28qFTBmuycfB48V6dj3V2s6d6iqOdiCVNDkUjEsI4CuLj3Ur09CA1/Ad58itPw7HGwMEGuJyWvoJDwePWizUiupwIbMSnqlJpEJFI5GpdkqBRKpSptbW2kfs4KChXkFLHOXg6afbFScnJQKJWYy+XUd9T03im2A/G0saO2nb3G2Oc04blq7VIRF1NzjbHYLGG/iqYWdHbV1O2AMK8XKpWIRSJaO7prjUvFEsQI5+dqrF1YJBWJsdD79vfzP6sB+38kfGxqUdXODTcje9yM7HAysP7Hup7cwnw+ZX7hQ0YcH9Lj+JARR1h6HDE5KTq3N5To4WHqQFUTR6qaOlLV1IGKxrbIxP/sJ0rKzeRDejwfMr7wIT2egKQIgtM0JyoPEzta21ejjX11qps5lHGk8j/jTux7bseEci8ujIwio0S5RMqMGq0YWblxufsrlUqOfnjJ7/5CY1SZWMyUmt5MrlF+o9eAhBim3zlHREYKemIJS5t0YICHpu+EUqnkcHAgvzy4QZ6ikEpmFmxr3wsHYxON7TLz8lh06yrnQ4WJuIdHNZa36aDzc3Py89nj78/WJ0/IKGpG2s7dnfk+PloupqW/i2/wO1bfvk9kUR+vajbWLGjTguYVXcvcLykzixP+QRx5/oqoov1EQKsqlRjaoDbe7mXvq1Aouf/+I4ceBXAvNJzi96KzhSmjmzegfwMvLcv4K4Hv+OPCPdVEWr+I+anuZKtx7NTMHDb7PuT4/UAUSiV6UgkjWtdnbPuGGJRqeLj36jP+uiis8Ob2b0lzT3WK+Ny9IFYdEJiV0V0b0dW7hmrsvn8YP2/1RaFU0qOVJ0O7aq5GbzwIIehdNAZyGaP6aZqpAQQFC3qSWjW028h8+SKcn6ODhdZY8TWRSbWfczNzAXyVLlEHMDYRgG++DsZLbihUwSh0aN/+GyuMpzeCUCqVuFZzxMHtv18YlReN2nux89GvHFh1getH/Hh48SWPLgfScag3Q+d1xcrevNz9xWIxg7/rQHxUEpcP+bH6u/1svjIfCxu11kQiETNydkciP37hwZUgVs4+zJ+nv8PASL0QksokTJrfhciPCbx4+J4VC46x4eBE9IrAr0gkYsSEVly98JLIT4k8uveOZi2FF6yBoR7DRjbnh4XHuHzxJSPHtEAuF/ar4GJF65bVuHQ5EN8rgdTyUlcgtWtZg+377xGfkI7f0w+08q5adE4iWjb2ICwigftPP9CllVr426K+O2duvcIvIBylUqn6nRvVEAwLQyMTSErLwtJUeEnbmhvjbGNG5JdUAj5Eq54TiVhMTRc7nn+I4tXHWNztBRZHJpHg4WDFm8h43kbG41zU10tfJsXVypzwhGTexSVgaypUShnp6WFvakxsWgbhicnUcRbmexO5PtZGhiRkZvExKRkvBzWIcTIR5sqUnByy8vMxlKmfbRtDYcGWlKMtkTArWoRm6mhE7VzE8MRmZWhcl+JwNbHAy9KBV0kxXIoIZniV+hrjlvqGDHVvwN+hj1j/5jYt7CtrtK4wlOrzW53ebGCU1mfrin+Bj45YWGMQpqbf1qG9QFFIVFaSAHBUICeWz5mJKHSsggGs9U1wN7anqqkDVU0dqWLqiIuh5TczL0qlkqQ8AeCEpX/hfXo8YUVAJzlPW6ciRkRdywq0sa9Oa/tqOBv9s1J8pVJJcGoct2NDuRUTSkBSlMaZWekb0drBg0lVvamgA42XjI/pSXz/xBe/OIEKrmPlyIrGXaliXvYEnlNYwIaXD/jr9WMUSiXOxmZsa9ULTyvNFUdOQT4/3r/O8XcChdvBrTJrWnXRskkPS05isu853iUJfWsWe7dkVK26Wg+jQqnkfHAwa+7fJzpdeGnWtLVlUYsWNK1QodzzfBEZzfKbd3kZLVR/2BobMauFN709q+vssQMQGBXLwacvufT6nUrwbW4gp19dTwbVr4WLhZnO/QBSs3M48+INhx6/5HOJSpDmHm4MbVKb5h5uWp8bHBXPinO3eRYmaB/szU2Y09WHTrWraFyLgkIFJx4GsuWSn6rcvW2tyszu6YOztbnWdzl6+yUbTgspi6k9vBnSRt108OqTEJbtESjrQe3qMrmPt2rsaVAEizcKZecdmlVjwRhNujw3N58tB4RKsKE9G2FjqVkGq1AoCXwjrNp1AZ/oom7gDvba17G4akgq0wY++kUvSV3AR6YnTKG6NDDFPisldRn/F/HIV0gNNulU6ytb/t+EjZMlszaMoM/kduxZdoZHlwPx3XePm8cf0WtiW/pP74iRafl9kib+0ofg5x/5GBLD6hn7WXpgMuIS96NIJGLGkr6EBHwm6mMCW5eeY/by/hrHEIvFzF3al8l9NxH+LpZd664yeaFafmBkrE+3vg04uvcBx/Y/UAEfgIaN3bF3EPQ+t66/pnO3Oqqxzh29uHQ5kNt3Qpg+pR2GhvpFnyeifcsaHDz5mMu3XquAD0DzBu7sPu7Hk4CP5OYVoF90H9Sr7oKeTEJsYjofo5Oo6CQAFgtTQ6pUsOFdxBeevY2gQ2O1/qW+hzORX1J5HhqpsUDwcrUXgM+nGHo1qan6ew0nW95ExvMmKp72tdS6HQ87axXwae7hpvp7JStLYtMyCEtIUgEfgIqWFiRkZhFWCviYyuWY6OuTnptLVFoaHlbq1Fkx8PmSlakFYEz1heuWlqttieFoZIoIoeFoYk4W1gbajHcPt5q8Sorh3KfXWsAHYEJVb46Gv+BNSixXot7S2bmG1jbfGv8Cn28MpVJJbE6Kmr0pAjkfM7+Qp9AtVDWVGVDJ2A53YzvcTeyoZCz8Y/6NlFwxwHlfEuCkx/Mh/Qsp+WULcZ0MLXA3tsHdxJYqpnY0s6mMhf7XUyslI7sgn0dfwrkVE8rt2PfEZmuK7GqY29Pa3oNWDh54WThqNY4rHQUKBbtDnrA28C65hQUYSGTMqd2SkVUalAkEAPy/RAu9vFKFlECPitX5rXF7rZ4un9NTmXztLEEJcYhFIuY19GFS7UZaYOZq2HvmXvclPS8PG0MjNnfqRkNH7Zfkk8hIfr9zh1dxQnrDwcSEud7e9Khevdxz/ZScwprb97kcIlDdhjIZ4xo3YGyj+hjqaafbcgsKuPQ6hINPA3gVrU6leDraMbRBbbrUrIpcVvZjGhzzhcOPX3I+IJicope3iVyfPvVqMrBRLdystdmNpIws/rzykJOPg1AolchlUsa0asDoVg20mJvH7yJYdeo272OKmh86WDG/dysaV9UN/E7ff8XKo4J+aWynRozt3Eg1dsf/Az/tENic3i29mD24ler3CXgXxbx1Z8jLL6RlfXd+mtBR6744cuE5cQnp2FqZMLiHJhMEEP7pCxmZuRgYyKhcyVZrPKZI3+HgYK41Vtw8VaYL+Oh/Hfjk6wA+xRoMRaH2Aug/TVDl5ebz7Iagv2japc5/eJT/LFyrOfLz/ikE+YXy95LTvH0axtH1l/Hdd49Bs7rQdXQLFQNTOuQGeizcMooZ3f7A/947jm2+zqDpmgyribkh8/8YxMLh27l28hn1m1ehZVfNcmVLaxPmLO3DT1P3c/aQH/WaVaZxCzUg6T2wMacOPeJNYCRBLyPwrCPcpxKJmB696rN96w3OnH5Gp661VfdezRpOuDhb8jkyidt3Q+hSAlB2bC0An8fPw0lJzcLcTJi7q1ayw8bSmC9JGbwIiqBpPaEsW64vo241Zx6/+sTDgHAV8AFoWL0C7yK+8OSNNvA5+/A1z99ppvg8XQUwEhShmWItZmKDozW9wTzsrLj6OpT3cZrp00rWljwMjyAsQVPnWMnSgqefowhP1PaFcjY15e2XL0SmppYCPsL55xUWkp6Xi2kJqYGZnvDfqToaQ+tLpNgZGhOblUFkRqpO4NOtQnV+f3Gd518iicxIwdnYXGPcUt+QMR5N+PPtXda/vk17x2o623Z8S/wLfHREUm46wYnxhKWrWZzwjHgyC3W76MolMhXAqVQEctyN7bDWN/kmSlupVJKYm6HB3HxIF/6dmq+76kqECCdDcyqZ2FDZxJZKxrZUNrHFzdgaQ6mezn2+FjFZqdyOfc+tmFD84sPJLQHo5BIp3raVaOXgQUv7ytgbfBsjBvA2OZ6Fjy/yKklgP5rZufF7485UMNZ+KRdHTmEB617eZ0dR5Za13IilTTrQybWK1rZ3Pocz4+YFUnJzsJQbsLFNN5o7u2lsU6hQsPbxA7Y8F8SyDRyc2NypG7ZGmqxBfmEhK+7eZY+/UGFirKfHpEaNGF23LnKZ7kkdICU7h80PHnHwRQD5CgVikYj+tWrynU9TbI2NtbYvVCg47h/EhlsPScoSfmOZREKXmlUY1rAOtZzstfYp+R2vv3nPoUcBPP+krlirYmfNkCa16Va7uk6QlV9YyJGHAWy5+kjlCN2pdhXmdPXBwULz94xMSOGPs/e4GShUhJgZypnapRl9m3khlWhPNu8iv7Dh9D383ghM3pA2dZnSQ526fBT0kUVbL1BYqKBz0+osHK5mc4LD45i9+jQ5uQU09nJlybSuSEulnBKTM9l/WvBWmTTUR0vfAxBQxPZ4VnPS+R1jYwUmzFEH8MnPKwf4FDE+OdnaVYfFDJGuVJdE+nXG559mvALuhZCdmYuVvRketctnHf9X4dnUgz8uzsPPN4A9S8/wOTSW7T8e58z2G4xc1JNWfRtqsDnF4VrFnqlL+7F2ziH2r7mEZyN3PBtr6jm8GlZi4OQ2HN58g40/nqRabRfsnDVZ5EY+Vek1tClnDvqx9seTbDkxHSsbIT1jaW1Mu6618T3zgmP7H6qAD0CnrrXZs+sOH0LjeB0UiWdRWkskEtG5oxfbd93B90qgBvBxq2BN1cp2hLyP48a9YPp2q6fap3lDd05fCeDe0w8q4APQtHZFHr/6hF/AR4Z2UQP0RjUqcPDKc568idBgS+p5CAuvtxFxZOXkYSgX5m8vV4GdCY3+QnZevmpRUgx8XkfGaxynSpF/z7s4TcF7RSthng0rBXAqWQnXNSxJR6PUIuBTzHQXh75Uiqm+Pmm5uXzJytQAPirGJ0+3CaqLsTmxWRl8zkiljo2j1ridoQlN7Fzxi/vE+U9vmFxTW/ow2qMJ+z88JTwjkbMRgfR1q6Pzs74W/wIfHdH37lokRtpCW6lIgpuRDZVMbHE3tlcBHAcD829OU6XlZROcFkNoWnyRFkcAOWnlABxnQ4sSAEdgcioaW2PwHwKc4ihUKghMiuZWzDtuxYYSkqq5gnA0NKOVvQetHTxobOOKXFL2i19X5BYWsDnoAdve+FGgVGAqk/N9vbb0q1SrXED44ksU8x5c4kOq8ED2qlSDnxu2w0KuyfIolEo2+z9i7bP7KIHaNvZsad8TJ2PNl3hSdhYzrl7i/mfhpTy6dj0WNWuhUZEAEJ+RwfSLF3kWJYCJIbVqMaNZM6wNy2bocgsKOPgigM0PHpNWtNJpUcmN+a18qKqjUSDAi8/RLL18i9cxwvV2NDNhUP1a9K/riaVR2Z/1JT2D40+DOPo0kC/pQrm2RCyifQ0PhjSuTX03J53XValUcj/kI6vO31UJJas72bKwR0vqV9Jku7Jy89h17Sn7bj0nr6AQiVhEf+/aTOncFDMjbSF3XHI6W84/5MKjNyiVglX/iPYNmNqjmeq7vAiJZO6mc+QXFNKmvgc/jemoYkM+fE7gu5UnyczOo241J1bO7KESL5eM7Ufuk52TT43K9rRvXl1rHCDgddlpruzsPJKLStV1MT75RYxPacAFAlsBkJtbgEKh1KimKQZKulJdxS9/XRqf/zQeXRbSXI071dYJLv7/CpFIRLMudWjcwYurhx9yYOUF4j8nsXrKbk5uvsaYn3pTr3UNrfuxXf9GBDwM5cbJp6yYtpfNV+ZjViplOXRqWwL83vPmxSdWzjnM6oOTkJT6XcbM6kjgs3DCQmL544cTLN06UnU9+g9tyuWzL3h07x0fP8Tj5i4ABVNTA9q2r4nvxQDOnnqmAj4AHdp5snP3XYJeRxHxOZEKLmqWo2PrmoS8j+PKrdcq4APQvEFlTl8J4MHzDygU7VT3RdNabqwHAkKiNIBM3SrOSCViYhLTiPqSirOtOQCOVqY4WJoSk5TGy7BomtVwA8DO3BgbUyO+pGXy9nM89dydAKjiYINELCIpI4svaZnYmgnXr9i48EN8IoUKhYoxrVTE+pZmfCpaCn/Xxfg4FUk9IlO1W6vYGBoJwCczC3cL9XUq1vik5ebq1PG4GJvxND6Szxllt2vp6eaJX9wnzn16rRP4GMv0mVjVm5WvrvPn27t0d/FE7x+2q4B/gY/OECHCxdBKBWyKWZwKht8uclYqlURnpxCSGktwWgwhqbGEpMUSnZ1S9mcaWVDJ2BZ3EwHcuJvY4mZk9V8DnJKRnp/DvbgP3I55z53Y9xqaIDEi6lg509rBg9b2HniY2vzHIsznXyJZ9Pgi79ME2rWjS1V+bdBRy568ZOQU5LP25X12vnmKQqnExsCIZU060qGCdtfd1Nwc5ty6xPUIoUpicLVa/NysrVZPmMC4WCZfPkd0ejoGUikr2nSgRxXtF+ezqCimX7hAfGYmxnp6rOnUifal/CtKhi7hctUi4bJPGcLl+PQM1ty4z9lAoQTeRF+f71o1ZUjD2mVStkqlEv+IaA49CuDq61CVSaSVsSEDGnoxoGEt7Ex1X9Oc/AIu+gdz4J4/obHCKtDSyIDvOnvTu2FNjVSSQqHk0vNg1p+/x5eiDumNq7gwr3crPBy1AVx6di57rjzl0M0Xqsqt9vWrMK2nNy425qrtgj7EMGv9aXLzCvCuVZGlE7uo2JiI2GS+W3GStIwcarjbs2ZOb51MzrvweC7eFNoIzBjdRgN4lLxOxfqe2jW1gU9MEdtjaiLHWMeiphi4yPR0AB+5+jvl5RVo/L8q1aWD8REXnafi/0jjo1AoeHQ5EICmnf4zx9r/65BIJXQe7kPrvo05u/0mxzZeJux1JD8M/JPaPlWZ8+dIbJzUjI1IJGLqsv4E+38iKiyetbMP8svuCRrzjEQqYf6aQUzpsZ63/hEc3HxDVSFXHHp6UhauHMD0QVt54feB80ce03OIIHZ3drXCu1U17t8K5sRBP+b+1FO1X4/eDfC9GMDd28FMmpqOlbXAFFlZGdOoYSUePf7AlatBjB+rdhxu61ONzbtuERway6fIRFydhZd9PU8XDOQyEpIyCAmLo3plgaWt4GCBo40Z0V9Sef7mMz71BFbLQF+Gl7sD/u+iePImQgV8AOp7OHHhcRrP30WqgI9IJMLT1Z5brz7w6lOsCvjIZVIq2VoSGpvIm6h4FfBxsTRDLpOSk19ARGIKFW2E617JWvj35+RU8gsLVQu+YsbnY3IKiqKKquJwLgY+ado+cjaGRnxITuJLlqafWLGWMk9RSG5hAfJSlbTOJoK27nNGitYxi6OTS1V+enqZkJQvBKfEU81cO2U91L0Bu0MfE52VypHwF4yo3EjHkcqPf4GPjrjUZiG2Ft/e/yNfUUBYegLBaTEEp8YQkhZLSGos6QW6KT9HA3OqmNpT2UQNctyMrf8xo/KtEZ6eWKTVCeVZQgQFJXx7TGT6+Ni509rBAx+7yljq/3cl+5n5eawJuM2+d89QAtZyI35t0JHOFaqVu9/z+EjmPfAlLE1YlfSpVJOfGrXV0vIABCd9YdLVM3xMS0FPImGpd3sGVPPS2u7om1f8dOcGeYWFuJmZs7VzD6pZa4qolUol+16+5Pc7dyhQKPCwsmJrjx5UtCg7DadLuDzTpxl9vGro1CvlFRay/7E/m+8+JjMvDxHQr64ns9p4Y1UGw5Odl8/FwGAOPQ4gOEZtclevgiNDmtShXY3K6OlgJwDiUzM44hfAMb9AUorEyAYyKQOa1mZiu0aYGmgyN68+xbLq1G0CPwrn42xlxpxeLWjt5a4FfPMLCjlxN5Adlx6RUmQuWLeyEzP7+OBVUbNCMCQinu/WnSIrN58G1V1YObW7qmoqJiGN6ctPkJiaSeUK1qyb1xsjA22Ar1Qq2bjnFkoltPOuhmdVbYocBOFyYlImUqmY6h7aacLoIn2PfRlVSMUaHV1VXXr66mkyNye/FPCRaOxfMsSSsjU+qnK7fxChLz+RFJeKgbGcWs21U77fEqc3X+HEBl+adqtHt3FtcNPBjv0nITfUY+DMTnQe0Zyj6y9zbtdtAu6FsGTkNtZcnKeh/TEw0mfx1lHM7LGWJzfecHrHbfpMaK1xPDtnS6b/1oeVsw9zdOtN6jarjFdDzfYGFSrZMnZ2R7b8foEjO+7QqU8DVVqy//Bm3L8VzM3Lrxg5sTU2dsKL3KOKPTW9nHn9KpKL5/0ZMVrd9btzRy8B+FwLYswoH5U43cLciMb1K/Hw6Qeu3HzNhBHCPnoyKY3ruHH7USj3n71XAR+RSETT2m6cvB6AX8BHFfABaFijAv7vonj6JoI+rdQptXpVnLnw+C0vQjV1Pl5FwCcoQrMyt7qTLaGxibyNiqdVDeG6SMRiKttaERQVR2h8ogr42JkYYyiTkZWfz+fkVBUQcjIzRSYWk1NQQExaOk4lWlYUMz7ROoGPMGeVBj7GMj3EIhEKpZK0vFxt4FPUcysyvWzGx1RPTitHd65GvuPcx9dUq6MNfOQSGdOq+/CT/yW2Bt+nn1udfyzv+Bf46Ai5pOyLmJafzbvUWILTYosATgzv079QoNSe+KQiCZVNbKhq5kBVU3uqmdpTxcweU1n5FRDfGkqlksyCPBJyMkjIzSQxN5OEnEwScjNIzMkkITeT0NQvfMosJWozsaK1fRVaO3hQ18pZy0HzP4270WF8/9SXqEzhxu5XqRaL6+oGL8WRXZDPH/732PXmKUrA1sCY35t2pJ2Lbrbl7Pu3LLx7heyCfJyMTdnavie1bDRfdLkFBfx89yZH3wgsQVu3Sqxt31kjHw2Cidf3165xNlgw1+tatSrL27fHSE/3719auGwgkzK+cQPGNmqgU1MDcO/9R5Zdua2ik2s72fNDp9ZlangiElM48iSQUy+CSCvy9dCXSuhWuzqDG9emhqP2RFAcryJiOXDfnysB71TMkKOFKYOb1aZPI0/MDDXP/0tqBhsvPODcE8EN10BPxvgOjRjWqh76pdJNSqWS6y9C+fPsfSK/CL+vm70lM3o1p0WtSloAKSwqkWlrTpKelUutyo78Mb2n6pgJyRlMX36CuMR0XB0s2LCgL2bGuu+Re0/f4//6M3p6UiYP89G5DajTXNU9HFRi5JKhFjbrrowrBi66qrokEjEyPQn5eYXkZOdhZq4Gq1JZOYyP+Fuqur6dUfW7JKS5GratWaaIuLz4EPCJHYuPUFhQyPm/rnP+r+t4Na9Kt3Ft8e7ZQMVe/TdhamnM+N/60WWkD7M6ryI0IIJdv5xi8vKBGttVquHExJ97s2nxcf5efo6aDStRta4mU9qqWx1e3H/HtVPPWT33CJvPzcTETHOh0KVvQ07suU98dApXTj+nx2DB66e6pzO16rkS+OITp488YkIJxqhXnwa8fhXJhbMvGDzMW5WubNq4MmZmBiQmZfD0eThNGqkBS/tWNXj49AO3HoQwfriP6n5v3qByEfD5wPhBzVXbN61dUQA+gaXL2l3ZfsaPp8ERGmnT+kU6n9ef4jT0PCqB8ydt4HPu+VveRmnKE4qBz7vYBDrUFJhykUhERWsLXsfEE5aYrAI+UrGYChbmfEhMIiwpWSfwKYvxAW3gIxKJMNXTJyU3h9TcHGwNNZloFxNzgHJTXSBUd12NfMf5T2+YW7uVzmKSvm512PHOj8+Zyex7/4RJ1ZrrOFLZ8S/wKSOUSiWx2alFAEdIVb1NjSkzVWUilVPVzF4AOEVAx93E5h/78CiVStLyc0jIKQIyuRnq/87JJLHU/+eWUVFWMmQiMQ1tXFVVWLoMoP7TyCssJCQ1nr0hzzgVLgANZyMzljXqjI9DpXL3fRoXyfyHlwhPE0BBX3dPfmrYVpUrLhmpuTkse3SbYyHCZ/g4ubKhbTcs5ZoTYVR6GlN8zxEYH4cImN3Emyn1G2s9PJ9SUphy7hzBCQlIRCIWtmjB6Hr1dKb2UrJz2PLwMQeev1QJl/vVqsmMMoTLINDKy6/e4UaIkIqzMjJkbtvm9KpdQ+u7KBRKHrz/xKHHL7n7TtN7Z3DjOvSuVxNzQ+1rAkVC51fvOXDfn4BP6saJ9Ss6McynLq1ruGsJffMKCjhw258dVx+TVdQuonvD6nzXvbmKNi8Z/u+jWHfyLkEfhcnXytSQid2a0quZp04R8ee4ZKauOUFKRjbVXe3YMLO3SueQkp7N9BUniYxLwdHGjD8X9sPKTHfFYX5+IZv3CeXrg7rVx96m7HL+wHL0PaBOdekSNkPJqi7dz6tcrkd+XrZWZZdeEeOjUCgpLFSoWAJQi5v/rzQ+fkX6niad/3maqyC/gD8m7aCwoJC6rWtiaGqA34UXvLofwqv7IZjbmNJpVEu6jm2Nrcs/73ZdOpzc7Zi7aRQ/D93MuZ238GrmQfPu9TS26TLMm4CHody78JLlU/ewyXcexqWAzeQfe/LmxSeiPiaw4YeTfL9xmMYzKpVJ6D/Kh82/n+f47nt07tdA9RsOGN6MwBefuHj6BUPGtFB5LjVvUQ1LSyOSkjK5fzeE1m2FsmiZTEL7NjU5cfoZvpcDNYBP0waV0JNJiIpJITwigUquAnPctF5FxGIR7z9+IfZLquoerV/dBZlUQsyXND7FJOPmKMy5Nd3sMJLrkZqRQ+jnL1R1FRYyztZm2JobE5+SQWBYDI2rCaLsmhXsEIkgOimNxLRMrEyFZ6VY4Fwa+FSxF367UC2Bs6UAfBKSoKr6vCpZWgjAJzFJI0VfDHwSsrLIyc/XKOxQAx/tyuJi4JOmo7Kr2K05KjNVK7VWMto4VsZYqkdUZiovEiJpYOOitY1MLGFGjZbMfXqGne/8GFyp/j9YQvwLfHTG1McHCC9MLVNw7GhgTlVTe6qa2VPN1IGqZvY4Gph/kx4mKTeTV8kxhKcnajAzqn/nZmo4E39LGEpkWMmNsdY3wkpuVOLfxjgamtLQ2vW/6mtSHEqlks+ZKbxMiCYgUfgnKCmWvKLvKwJGVW3I7FotMZKVzZplF+Sz+sVddr8V0mF2BsYsb9aJNs7ajp0AtyLCWHTvCrGZGYiAKXWaMLuBt1Za6f7nT3x35QLJOTmY68vZ0LErLSq4aR8vLIzZvr6k5eZiZWjIn1270thF++H6T4TL2fn5bL//lJ0Pn5FXWIhEJGJ4o7pMa9kEE7nmb5CbX8Cxp4EcfBxARGKK6u/lee8UR0pmNicev+LwwwDiUoWeVVKJmC51qjKseV1qONtp7aNUKrkTFMaaM3f4XNT80NPVngV9WlHLTdvIMjw2iT/P3Od2gADe5HpSRrRvwIh29VVApnTEJqYxZc0JElIzcXeyYuOcPhgX+aKkZ+bw3YqThEclYmNhzKZF/bC1MtF5HICTl/2JjE3BytxI1aOrrCiu6KqlQ98DEKPy8DHXOa6u6tJ9vfXlMtLTsskpBXxKAqX8vAIkJdJ1KnHz/4HGJzosnoiQGCRSMQ3beX59h1JxbN0lPgRGYGJpxIJdk7CwMyMhOgnf3be59PdtkmJTOLL6PMf+uECjTnXoNr4t9dt5/lcC6kYdvOg3rT0nNl1j/cz9uHu5aBguikQiZqwcRGjgZ2IjElk//wjfbxutMY8aGOmzYO1gZg/cwoMrQVw+9oTOAzXvhQ696nHor1t8iU3l1sUAOhS5YjdsVhk3d1s+fojnwqlnDBopsAIymYSuPeqxf889zp5+pgI+AJ071eLE6Wc8fPSe1NQszIqAmKGBHg3quPHw6Qfu+YWqgI+5qSFeVZ0IeBvJ/Wcf6NdZAHcGcqGs/UnQJ/wCwlXARyqVULeqM/cDwnjy5pMK+IhEIup7OOP7NJgXoZEq4GMs16einSVhsUm8+hRLKy9hjqzmKHx+TEo6yZnZKpf1siq7igXO4aVL2q0sIfQD4UmaAmdzuRwjmYzM/Hyi09OpVMKotSzGB4oEzumppOqo7LI3NEEqEpOvUBCXlY6Dke7KYLlURkeXqpwMf8W5j691Ah+Ari412R7ygHdpX9j1zo9xFbQtLsqKf4GPjniR9AmJoT5SkZhKJjZUNXWgWhHQqWpqj9k3+vCk5mUTlBxDUEoMQcnRBCXHEJVVPs1XHMZSfazlRljpGxX92xjrYlCjb4S13Fg19p+Wr38tUnKzCUiM5mURyAlMjCYpV4djp56cutZOTKvpTT2b8jUDT+I+M/+BLx/ThQetf2UvfmjYRuUBUTJSc3NY4neLE0WGhBXNLFjVshMN7TU/Q6lUsu3FE9Y8eoBCqcTLxo4tnbvjbKrJECiUSv7082PjI8FRuK6DA5u6dcPexETreJdDQll9+z6fU4Tf62vCZaVSyZW3oay8dpfoVKEEtGlFF37o1JrKNlZa294KDmPlpTt8ThaO/zXvneJ4H5vAwfsvOf/ircq3x9LYkIFNazGwSS2sTXWzJx9iE1l9+g5+wUJlm42pETN6NKdr/epaYuHEtEz+uvCI0w9eUagQVma9vD2Z2K0JNjoYIdU5PQ9l3dE7xCamU8HOgs1z+6laTmTl5DF7zRnefYrHwtSAPxf1w9G2bAYnJS2L3ceFLs/jBzfXqf8pjoSkDKJiUhCJwKu6k85tilNdZTE+5VV1gVrgXJrxKSmGzs8vpGThYXkan38q8Slme7yaVdFiRb4WH99Ecmj5GQCmrB6OhZ1w3a0dLRn+fR8Gz++B30V/Lmy/wcs7b3h0yZ9Hl/xxqGhL17Gt6TC8BWbWZQPU8mLk4l68fvyBt0/DWD5+J2suzNVI0xmZGrBw80jm9tnAg0sBXNx3n24jNVOaHp7OjJzdkV0rL/HXsvPUrO9GhcpqYK8vl9FnhDe71l3h6K67tO1eF4lEjEgkYsDwZqz65QynDz+mz6AmKr1W1x51ObT/AUGBn3kfGkvlIl1YpYo2VPGw511oLNduvqFfb/XL1KeJBw+ffuDuo1BGDlJXHPk0dCfgbST3nqqBD0CTWm5FwOcjgzurDfka1aggAJ+3EQzv3FD193oeTvg+Dea5ls7HQQv4GMv1cbU251NCCm+j4mlWRZiXiiu7IpJSNFJmxemt0hVc6souTUAkEolwMjXlXWIikWlpGsDHuhzgozYx1GZ8pGIxDkYmfM5I5XNGapnAB6CHmycnw19xKeItP9Zvr1OOIRGJmVmzNVP8jrH3/RN625avI9X4Lt+85f9D8b1nV+o6e+BubPPNpXIZ+bm8SYnlVRHACUqO0dLWFEdFYyuqmtliIzdWg5oSbI213FirM+3/OnILC3ibHKcCOS8TovmUoV3mqCeWUN3CjjpWjtQu+sfNxOKrbFdWfh6r/O+y9+1zlIC9oTHLm3aidRksz82IDyy6e5W4LIHlGevVgDkNm2v13ErLzWXejctcDRP8ZgZU9+S3lm3RL1XdlZKdzZzLl1V9tobVrs33rVqhV6qkPTMvj+99r3PxrdDK4mvCZYDQ+ASWXr7No4+fAaE8fWGHlnSoVlnrunxMSOb3i7e5H/pROL6JEZNaN6ZHnRpl6oQUCiX3QsI5cM8fv1B1J/RqjjYM96lL5zpV0ZNq3y9KpZJn7yM5eMef20EfUCoFr6ARresxtn0jjEqxNtm5+ey//px9156pUmAta1Vieq/mVHKw0jp+cfi/i+TP4/d49UFItTnZmLFlnjqFlZtXwPy1Z3kVGo2JoT4bF/RTrYDLil3HHpKRlYuHmy1dWtUsd9viaq7KbrY6K7YUCqUq1aWrlB3Uzs1lpbpUXj6lgI+46AWrVCq1dD6Sb9D4fGvVZLG+p+k/THMVFhSydvJO8vMKaNy5Dq0Harf5kMqk+PRqiE+vhkSERHNx502uHbxPTHg8O384yt4lp2jRpxHdxreheiPte7q8kMokLNw+jmltlhH68hN//3qKSb9r6n2q1nFlzOIebP/1NH/9dprqDSriXoq56zPahxf3Q/F/EMrK2YdZd2IaeiU0SV0HNOLorrtEfUrk/rXXtOwkFDu06lCT3Vtv8iUujeu+gXTpJQATa2sTfFpW4/bNN5w9/Zw589UO0J07evEuNBbfK4H07VVfdb7ejdwRi0WEhsUTE5eKQxGAbN6wMpv23cH/9WcyMnNV92DT2m5sPHQH/+BIsnPyMSi6hxpWF9gc/3dR5OUXqOwbinU+QeGx5OYXqDRxXq72nH38WkvnU83Jlk8JKQSXAD7WxoaYG8pJycoh7EsSNZ0EgKjy8klI0tAcVSr+e5L2XF8MfKJK6XxsjHSLm6GkiWHZXj7FwKeRnW4mB6CpnSvWciMScjK5HxNOayfdms+2DlWoZeFIYHI0u949KvN4peNf4KMjurnUKbdlRXZBPm9TYwlKjlEBnbD0BJ1urC5GFnhaOOBl7oCXpSM1zO0xkX29seX/MhRKJR/Tk1TpqpcJ0bxNiVM19SwZbiaWRSDHgTpWTlSzsP3HoOxRbATzH/gSUVTGONCjFt83aKPVSgKEB+bXhzc5FSq401Yys2B1y87Ut9deyb9LTGCS7znCU5LRE0v4pWUbBtfUtvF/Ex/PlPPn+Zyair5EwtL27elTQ9vu/GNSMlNOnSc0QWhlMalpQ8Y1blCm2Dk9J5c/7/hx4MlLCpVK9CQSxns3YLx3QwxKmR1m5uax7fZj9j58QUGhAqlEzCjv+kxs2Qgjfd3Hz8rN48yzNxy878+nBOHaiUUi2tR0Z5hPXepX1O3bk1dQwOUXIRy47U9IlLoirE1RmwmXUm0mCgoVnPN7zbbzD0lIE/L2NV3tmNmnBfWrlM3ghUcnsvnkfe74q1Nhwzs1YGjHBiqGJr+gkMUbz/PszWcM5TLWze+Dh2v5/aXCPydw9qrwop8+qpWGbkZXqPQ9ZaS5kpIzyMsrQCwWYWujm7koyBfufV0GhgByA92Mj0gkQqYnIS+3QMvLR834/HeprpSEdN4+Fa5xk39Yxn5q0xVCnoVhZGbIdxtHfRW0VKjqyOTVwxj9S39un3jE+e03eP/yIzcOP+DG4Qe416pAt/FtaT2gKQbG3zaP2TpbMmfTSH4ZuoWzO27h1awK3t3qamzTa2xLAh+G8uhaEMsn72HjpbkYlji+WCxm7soBTO6+nrDgGHav8WXi4u6qcUMjfXoNbcqBrTc5svMOLTp6IhKJkEol9BnchL/WX+X4/od07F5HdT/17NOA2zffcPNaEOMntcG0qO1G29Y12PLXTcLCvhD6Po4qRWyQuZkhtWo48zLoM/cehTKgp8AGuThY4OpkyaeoJB69DKedt8A8uDlaYm9tSmxCGi/efsa7rqB5dHeywtLUkKS0LF59iKF+NQEAuNpZYGVqSGJaFkHhsapnz0vl4ByrIYiu4WTLlYB3vCmh8xGJRFSxs+ZJeCTv4hJUwMfN0gIRkJqTS1JWtqqatGIRkxObnkFmXp7GXFdc0q4FfIr7dWVna/gFAaoCkrQ83Wa/LiZmEAuf01N0jheHVCymW4Xq7Hn3jHOfXpcJfEQiEbM92zDq3gFOfHpZ7jE1jv/NW/4/GnmFBQSnxgupqhQB6LxP+0KhDq7awcBUADkWjnhZOFLTwgFzvf+bCq7/JhJzMnlZlKoS9DkxpOVrI3JLfQNqWTlSx8qROlZO1LJyKLci62uRmZ/Hqhd32Bv8AgAHQxNWNOtESyfdoufrn96z+N5V4rMyEQHjazVkdgNvrbJIgAuhwSy4eZWs/HwcjU3Y3Lk7dey0dSqn37zh+2vXyC0sxNnUlC09elDTVrsy6kboB+ZeuExGbh42RoZs7NWNBi660yYKpZLTAW/448Z9EjMFoNCuqjsLO7TU6qelVCq5EBDMmiv3VKaDLapUZGGXlmWmtCKTUjn84CWnnrxWOSybyPXp08iTId61cbLUnSJKTMvk+INAjt4PJClD+F5ymZTujWowpEUdKtlrp9zuBYWz8fQ9wmIEdtLZ2oxpvbxpX69KmS/JhJQMtp/14+xdoeWFRCyiZwsvxvdogrW5OhVWUKjgly2+PHgZjr6elDVzeuFZ+etNcTftu0OhQkmLRpWp7/l1d+Ly+nOBWthsa2NaZipLneoqW+MD2owPCF4+ebkF2oyPRC18/m/iydVXKBRK3L1csHUunykrGZGhMexbchKAicsHY/0Vlq1kyI306TSyJR1HtCDkeRgXdtzkzolHfAiMYMP03ez4/gjthnjTbVxbXMtIL5aMxh1qqfQ+62bso5Kns5beZ/YfQ5jaaRVR4V/4c9Ex5m8crnEPWtqaMmdFf36euIcze+5Tz9uDhi3V6Y2eQ5pwcu99wt/F8uRuCI2Lxrr0qsehv+8S9TkJv7shNG8t+Hh5ejnjXtmWD+/juXIpgP6DhIowExM5Pt5VuHn7Lb5XXqmADwjprtLAB4TeXZ+ikrj/9IMK+BSXtZ++EYhfYLgK+IhEIhrWqMCVR8E8eROhAj4ikYh6Hs5ce/6O56GRKuBT2cEauUxKRk4eH+OTVM9xWQJnjxLAR/V7yqQ4mZsSmZJGWEKSCviYG8ixMDAgOTubj0nJ1LRXpxCdzIrEyKWAj6XcQFW2npSdjY2ROr1upvc19+aikvavVHaBUN21590zrkW+I6sgr0xJRzPbijSxcePBp+CvHrM4/gU+OuLUxwDCCtIISo4hJDWOfKX2is1GboyXhQOeFo54mjvgaeGAtbxscz4orhRLJyAxmsiMVAqUCgoVCgqVxf8oKVAoUCiVFCgVKJSKUv9fPK7Q+P9CpbLEMYr+v+jvSblZqvLykqEnluBpaU/tIqBT29oRF6NvE2h/SzyM+cSCh76q0sXBHrVZ1KC1TpYnJSeb3/xucipUKKuuZGbJ6ladqG+nPaHmFxay8uE9dgU8B8DbuQIbOnbFykBT95BXWMjvt2+zP0BgDlq4ubGuc2fMDTSBXKFCwYb7fmx9KLSyqO/syMZeXcus1gqMimWJ7y0CowXauZK1Jd93bEVzHR3T38bEs+zCLV58EjqGu1iasahLK1pV0wZ+SqWS5+FR7L/nz63XH1AUAWtXa3OGNa9LzwY1MCyDGQqJ+sLBO/5cehZMflFzU1szYwa3qEPfpl46HZfffIpl/al7PCvqD2RmJGd8l8b086ml0zkZIDM7j/2Xn3LwynNyil7yreq6M7WfD24Omi9VhULJ7zuvcuPJO6QSMStn9qBe9bKp7eJ45B/OI/9wpFIxU4e3/Or26Rk5fPgosFq1apav7ykrzQXqcvSySrrL7delaluhm/HRlepS/gORT7Fb8z9JcykUCtZO2UVeTj712njSYUSLr++kI0QiEdUauFOtgTsTlg/m2oF7XNh5k+gPcZzbdp1z265Ty6ca3ca3pVn3+uWWxJfU+6yYsJM1F+ZpbG9iYcSCTSOZ3/9Pbv9/7L11fFwF+v3/npm4W+PuSeNJkzZp6i60FNoCLVK0uCzLwgIrOLtI8QJFS0uBFkrdvUnj7u7ubjO/P+7MJJOZSD8rv939cl6vvqa5c+eO3bn33Oc55zwHUwiJ8Wa5nIwoELnQj3V3xPDrt1d5+w8/8vHhJ7GQV/GMTQ1YvSmS/V9f4fvPLxI5zweRSIS+gQ5rborg+6+u8MO3V4lZ4ItIJEIkErFuQwTv/O0Yhw6msGFjpLIatGJZIOcu5HHmXA4P3r9Q2VaLne3JB7vOkZVXozK7a+4sT/b8msS1tFKGh0eUBHtOkJtAfDLKVW3tfgLxScqr5EFGB/WGjyE+CmhJxPg5WZNWWktWRb0a8alobqe7fwAjuXlCIXBWhJYq4G5loSQ+s1xGLxLcLc1Jqe6jdDzxmcDSLhGLsdQ3oKm3h6beHhXio6j4aJrXBaNT2qeytAMEW9rjbGRGZXc7Z6uLWOs6ccv7qZkLSa4qnnKbCvxGfDTg5YwTSMbYh8109OVVHDnRMbfDRm/qOVydg/1kttbJhcHCbWNf97/65WuEh4mlkuAEW9rja2b9T8vvGYueoUHeSLnA7gJh1pWDoQmvz1nBPAc3jeufLheqPE19PYhFIu4LmsWT4dEaqzwN3d08duooibXCQeHBsEiemh2jlnrc0N3NI0eOkForEI5HoqJ4bM4cNY1OW18fvzt0nMtlguD39vAQnl00T033A9DS08vbZ69wIF1owRnq6PDI/NlsjQxRW7+9t4/3z8TxY1IWUpkMfW0t7p8fxV0x6vk4g8PDHE8vYPflNPJrR9tSc7yc2RobSqyPm8ak4hGplMs5ZXx3MY2koirl8gAXW7YuCGNJsKfaSA6AmuYOPvz1KieTBQ2TjpaE2xaFsm35LIwnsMwPD4/w88Usdh2Kp61LELcHetjx+KZ5BHupkw2ZTMbb357j2OVcJGIRrzyymtlBrhq3rfI8I1I++OYCADevDMXRbmKRtwLZeTXIZOBob46luWayOipsnlhMrbSzTyRunqDVBWPmdQ2pVnym4+qa6jqjv3eQ1AvCBcH1tLkOf3qGnLhC9I30eOKju/8pFzQmFkbc9NhKbnxkOWnnczny+VmuHU0l83I+mZfzMbc2ZeW2+ay8eyHWjuqaMIXe5+GFr1CYVsEXf/2Z7a9uUlln5ix37vz9Kr564wifvLgf31AXXHxUq4R3/34lmQmllBXU8fYffuDlXXcrP+sNd8Tw695r5GdWkZFYSoh8Ftj6zVHs3xNPQU4tWWkVBIW5ArBoSQCffXyOutp2khJLmD1HyL4JC3XBeoYxjU1dXIkrYtECoUpka22Kt4cNhSUNXEkoZs0yobU+08sOMxN92jv7yMivUVYqI2YKtvaaxg6q6ttxlu/Tkf7C/bll9XT3Diidj6Gewu8pu7xe2RIHQeCcVlpLdkU966IEAmBuqI+tmTH17V0U1DYpx88oLe2NqsNK3SzNuVRcriZwdrewIKW6Vm25stWlcWzFKPEZi8kmtMP1VXxEIhE3uMzkw5yrHKrInZT4hFg6cnzZg7jy0pTbhd+Ij0ZEWrkS5uiuJDoOBqZTHjgGRobJb2tU6mYyWmuVKcRjIRGJ8DGzxtPECm2JBC2RGLFIhJZIjEQkQiIWIxEp/in+Fo0uU/l7dH3ldsSj2xOLxBhqaeNnboOJBtfUPxtxdRU8E3dcuVPf5h3Cc+ELMNZQ5Wnr7+OvcWc5WCyMb/A0s+TvC1YQaq2ezCuTyfg5P5eXrpync2AAI20d3lqyguUe6qMsEqurefTIEZp7ezHW1eXtFStY7KEuoM6pb+CRX45Q3dGJnpYWr6xYwroA9VEWQyMj7E3O4IML1+iSX8WsD/Ljd4vnYm2seqIdkUr5KSmL987E0dEn/PBXBnrz9PJ52JmpakukUhkHk3N4/8RVmrvGtKXC/NgyNwRPW812+Z7+QX5NzGHvxTSlJV0iFrEk2IutC8I02tIB2rv7+OJEIj9cSGd4RIpIBKsj/XjwhmjsLDTr2WQyGedSivj4wBUqG9oBcLYx5+Gb57IwTLPIVSaT8eG+yxw4k4FIBC8+sIIFs9S/J004dDqD8uoWTI31uetmdRGuJmRM0eYCqK2TC5snsLLDqMZHU4AhjLq6+vumP6F9sorPdJF2MZeBviGsnSxwD5heynJ9eRNf/OlHAO55ZTM2zv94Ls9YiMViwhcHEL44gKYawRJ//MvztDZ0sPfNQ+z7+2GiVoWy9r7FhC0OUNlPBL3PXfx168f8+tk5AqO9iFmtqve5+cHFZMQVk3opn9ce+pr3Dj+FnsHoMURHV5s/vHsrj2/4gNQrRRz8+gob7hYqWhZWxqzYEM7hfQns+/yikviYWxiyfE0IR35O4cfdcUrio6enzcrVwfz0QwK//pysJD4SiZjlywLZvSeO4yczlcQHhHZXYUkDl68VKYmPRCImOtydY+dzuJJUoiQ+Bno6BPs4kJxTSXxGmZL42Fqa4GxjRmVDOykF1cwPFV6nu50Fhno69PQPUlrXgrej0A5U6Hyyxgmc/R2sqW/vIremUUl8PK0F0tnU1UN7bx9mBkKVW+HsKm0e5+yaQOBsLyc+jT09DAwPqxhGBJ1Pk4axFfKKz0QaH/nE9breLoakI1NefN/gKhCfi7UltA30Yj7JZIHJ7huP34iPBnwas3lScTPAsFRKUlMlZ6uLSW6qmlAc7GxkRpDSAWXHTHNbNWfSfxtkMhndQ4M09fXQ1NdDY183l2vL+LFYCBd0MDThzeiVzLV3VXvs4MgIvxbn8WbiRZr7ehGLRDwQHMnjYdFqc7YAcpsbeSv+CucrBDdWkLUt7yxdiYe5amulf2iIL1NT2REXx4hMhrelJR9rGD0xODLCvrRM/nbhMgPDIziZmfLRjWvxs1EX3MaVVvDayYsUNQlXTjPtrHlhxULCnNTJWXJZNa8du6AcL+FtY8UfVy8g0l29vZNeXsubhy6SVSUcxGxMjbg1OpibowIxM9SsqWpo7+a7C6n8HJ9Fd78wJdzEQJeb5gRyS2wItuaaRbuN7d18dyaFg1ezlY+b7efM4zfG4uOkOQVaKpURn13GF4cTlE4tCxMD7ls3h/WxARPqZNo6e/nil3j2nxZaM3+4ewkrYjQPFB3/fGk5VXzxYxwA92yKxlhDe248hoZGSE4XqnWa5nOBQDoqKoWS/0StLplMRk+vcKCeSNysO4GdHSae1/XP0PjEHx+dzTWdqo1MJuPdh75goHeQoFhfVt+zcMrH/COY4WDBHS9s4LY/3ED8kVQOf3aWjEt5xB9JJf5IKrc/fyNb/3ijymNmLw/ipoeXcuCj07z72Ld4BjqpkDOxWMzv39vKQ8v/RmVhPTv//DNP/P1WlW24eNpw/x/X8MGffuGrt08QNNsDT3+hWnLzXXM5tj+J9MRS8jKq8AsWfoM3bZnDsYOpJF4tpqy4ATe5JX7t+nD2/5hAUkIp1VWtODoJx5YVcuKTklpOQ2MnNtbCOWHeHC++2HOF5PQKensHMTAQWtBzIzzlxKeYx+5aoPy+5gS7KonP5hWjdvdZfs5UNrSTlFepJD4SsZgAV1sS8ivJLK1VEh9FgnNRbTP9g8Poyfc5PwdrzuWUqOh8DHV1cDAzoaa9k8L6ZuUxSDmNfZx13V1haR9HfCz19dHT0hJGWnR14TrmWDpRlo9CyjBRxcdK3xAdsYRB6QhpTbWTOrsAPE2tmGluQ05bA1/lJ/FYYOyEcw2vB78Rn+tAz9Agl+pKOVNdyPnaEtoHVTNtFOJghc07yMJOLVn4Pxn9I8M0y8mM4l9z/9i/u5X/7x/RnBh9u08ofwifrxaY2Ds0yL78LHZlJlHbI+TceJlb8vf5KwmxVq1SyGQykupq+CQlkQtywqMjlvBkVDT3hkao7PjDUin7s7P54No16ruFNuJaHx9eW7YMgzHOKqlMxuHcfN67HK/M5pnv4cbba1dgqqd6ki1oaOadc1e4UCQ8t5m+Hk8tiuHm0AC1dll5cxvvnLrCmVyhv2yip8ujS6LZPCtILdW4prWDd49d4URGISAcoB5cOpstMSETtliqmtv56mwyhxJylfodV2tztswPZc0sfwwmGF1Q2djON6eSOHwtl2F5xcHLwYonNsxjjr/mLKKBoWFOxOex52QKZXKxsyanltpz1bXx/fEUjl3OUQ4sfWLrAtYvVHfYjUVDcyfHzudw7Hw2tY3yMRiOFqxbNnlLRyqVkZxRzoe7zlNe1YJELCI0UP0AWlhUzzvvnaSgUK7HclMnt5UVzbz3zgkK8wWCZ2ysTriaGjq5ekEQTipaXgokXS6kulwgVgbjrPQ/f3UJQJkYPPr6pVw6LLSCDU0mNg/kJBRz7ifBohu9OmTC9cbi6BfnSb+Yi66+Dk98dM+/bYK7lrYWsTdGEntjJJX5Nfy04xindl/mx3eOsul3a9RGbNz1/HpyEorJTy7jl51n1SzuZlbG/OGDO3julo84ue8aN29fhKOHaijnys1RpFwuJO50Dvs/v8iz794GgI29OQtXBXPmUBqnfk1REh8HJwuiF/hy5Vwep49lcv9jSwGwdzBnVqQHiQklXDiXy1Z50KG9nRlBgU5kZlVx+WqhMtPH1ckSBzszauraSc+pInqWQFpmBbmgpSWmtrGDusYO7G3MAIgKdOEDIL2wRnVMha8TBy5kkllcq/K+ZsqJT37VaOvbztwYCyMDWrt7Ka5rVhIhPwdhny6oVdXzeNtaCcSnYQzxkZspqts66BsaUjpPPa2EClFhUzON3d1KfaNIJMLd3JzcpiYO5uXxRPRodpGTPCPt5/xc7goKU27Lzki4ACtobSazqV5tnJBYJMLD1JK8tkY2ndjLYkcPHgiIYpa144TEfoNbIDltDXyYc5WD5dnc7RvJJo/gfyi/7jfiMwWa+ro5W1PE6eoirtaXKVOKAcx19Vnk4MU8WzdCrBxwNJy6JQaCsKuwrQmxSDSmPaVoYYmULS2x/P9aIpHyfrG81aVobUlEYsTi0VaZcj25eG9EKqV1oE+NuCj/9Y8un8iCOBGMtHWYoW/IDD1D7AxN2OITosbg2/v7+CYnja+zU2mThx/O0Dfk3qAI7goIU7HGS2UyzpeX8klKIin1wsFALBKx2tObx2bNwdPCUmXd44WFvHP1KuXt7QDYGxvzRHQ0G/z9ld+DTCbjfEkZ7168Sn6TcHCwMjTgkZjZ3BoapBKbXtHazgcX4zmSlY8MwVJ526xgHp43G7Nxgz3be/vZeeEaexMyGB4RxlhsmhXII4vnYDFu8GhX3wCfn0vkuytpDA6PIBLBjbMCeGx59ISBg0W1zXx5JokTqQVKoXOYhwPbFkcw10+z7gegsLqJr08mcSqlcPRxXg7ctWwW0f6uGh/X3t3HgfMZ/Hg2nVa5nd1QT4f18wPZujxcxamlgEwmI6Oghr3HU7icWqIM5PNzs+HOGyInbG8NDg1zJamEI+eySMwoVz7O0ECHJTF+3HlTlMYxGACNzV0cP5vN8bNZ1MqdWmamBjz5wBJsx4Qh9vQM8OU3lzl4KBWpVIahgQ4PPrAIV5fRqsLAwBB7d1/lh73xDA9L0dXV4va7YgkeNy+qq7OPPz6+h6aGThxdLFl942gQXUFWNa/87nukI1IWrQnG02+0Enjgi0v8/OVlAO4fY7sG2L/zHEnnctHR1WbzI0s1vte2xk5ev/dzRoalzFsfQWD01ENJ6yua2PX8PgC2/XUjDuOIwr8Lzr4OPPXJvSSfyqS1oYPca0WEzFeNj9DSlnDLkyv5y5aPuXI4lftf2ahG0oKjvZi12J/EMzkc3xPHfX9SrRyJRCJu3BZL3Okc0q4WqYwMiV0WwJlDaaTFl6g8JnahH1fO5ZGeVKayfM5cLxITSkhPLVcSH4DZke5kZlWRnl6pJD4ikYggf0dq6trJLahTEh8DfR3cHK0oKm+kuKJJSXxc7S3RkojpHximsbULWyuhcqQwBNQ2qepdnGYIj6ttGRUVi0QiXKzNaO3upaq5XUl83OVtrYrmNhVS5Wltyfn8UorH6HysjAyxNDSgpaeXosYW5bxAF3MzwhzsSK2p4/u0TB6PHSU42yMjeezoUXYmJrLaxwcvS+H5tgQGsyc7g+K2Vl69epFXFiwBwMfcilVu3hwrK+Sxs4c5suFOjMbFgbw/by1vp13mZGUhZ6tLOFtdQoiVHdsDoljq5KV2cXmHdwS9I0N8nZ9EdU8HL6Wc5r2sy9zuFc4dPhFY6Wk+hk6G34iPBpR2tHCtOocz1YWkNdeo5PO4GJmzxNGLpY7ehFk5TrvsVtfTydHyAg6X55HRXDf1A/4JkMgth9dTaNcRS5ihb4iVvqFAahT/9IyU/7eW3z9Zy66+p4tdmcnszcugd1hoD7iYmPFAcCQbvGaqtLWGRkY4UlzApylJFLQ2K1/HzX4zuT9sFi6mZsp1ZTIZlysqeOvKFXIahfKuhb4+D0VFcVtQkEofOqmqmrcvXiWlWiBRxrq63BcVwZ0RoSphgQ2d3Xx0+RoH0nKUwz1X+nvz+MJoZf9bgcHhEfYlZvDx+WvKIaKx3q48vTxWmZqqwPCIlP0JWXx0Kp62HoH0zfZ04um185WR8+ORWV7HF6cTuZBdqlw218+Ve5bOIsxjYo1HRmktX55I5HLW6AF9boAbd6+YRYiHZrdTZUMbe0+lcuRqDgPyNo2NhTG3LAll/bxApeBy/Hu6kFTE3uMp5JaM6g3mhrqzZXUEIT6as4VKK5s4fDabk5dy6egarZSG+juyZnEgC2Z7o6ehejU0NMLVpGKOns4iKa1c2TYy0Ndh5eIAtt0ajYmxUDWRyWRculzAh5+cpblFqP4tWuDHQw8swtJylLwlJZbw/jsnqKttByBytgePPrECO3szlefOyazi/TeOUlHahIWVEa+/vwUT+YDS6vJm/vTItwz0DxEe7cVTf92gfN/nDqWx682jgCDEXbx+tL2RnVjCN38T7tv+0gbc/dW/m5HhEd64fxct9R04edvyxLtbp7ygkkqlvPvgF/R19xMQ48O6BzUTqn8XRCIRoQtncnZfHGnnc9SID0DofD8MjPVoqe8gN7GUgNnqWS2rtkSTeCaH0z8lcucza9DRU91HfIOdMTDSpbO9l+LsGnzk1Z2gCFe0tCTU17RRW9WCvZNwwg6JcAWguKCejvZe5cDZULnmJyenmoGBIaWLLyRY0OpkZFWqECs/L1uOn80mr0j1WO7lNoOi8kaKyhqZFymQfy2JGCdbc8pqWiivbVUSH3srgax39PSrCJztLISqSX2rqpvKycqMtNJapbYPhCHE2hIJ/UPD1Hd0YW8ubFuh8ykeJ3D2tbHiamklefWNKoOS74gIlROfLLbPiVQeR1d5e3MwL49zpaU8f/o0+zZvRiwSYalvwNtLV3LHr/vZk51BrJMLyz28EIlEvD5vOemNdZR3tvPnuDO8vWCV6mdkZsXOhTdS2tHKrtwk9hdnkd5cx/YLB3E1NufembO42SNAaXCRiMU8PDOGe3wi+bksi8/zEqjobuPDnKt8lneNm9yDuNc3CsvroDO/ER8NWH/yK8RjHC5BFnYsdfRmiaMX3qYzpu2QaOrr4XhFAYfL8khqHLUnikUifMxmIBGJGJHJkMot6KP2dMGqrrhPsL3L5MtU7e2TQZE1JAIs9UZJjJLUjFlmrW/IDH0jTHR0/yEHSGl7K59mJPJzUY5S8+Rvac2DIVGscvNWYfP9w0P8mJvN52nJVHcJP3IjbR22BAZzd3AY1oajJyuZTEZCdTXvx8eTUC18lkY6OtwbHs628HCVq4rchkbeuRTHxRKBBOhqSbgjPJT7Z89Sqdy09vbx+ZUkvktKZ1DeRprv6cYTC6Pxt1PVv8hkMs7mlfDWycvKuVpeNpY8s2I+MV4uautezi/nrSOXKG0UWkZu1hY8vSaWeb5uap+vTCYjobCSL04nkSh3aIlEsDTYi7uXRuLnqFmLI5PJSMiv5MsTiUpbukgES8O82bZ8lkYNj0wmI7O4lu9OJHMxfbRS4+tizZbl4SyJ8Nao4enpG+TIxWz2nUylrkn4rnS0Jaya688tK8M1JjF39wxw5mo+R85lkVc8SpKsLIxYtWAmqxcGTOjcKqts5ujpTE6ez6Wjc5QoBc90ZPXSQBbE+KgQpdq6dt7/8DQJSQJhtLc344lHljErYtRN2NzcxScfnObieUFQb2llxMOPLSd2vo/Kd9La3M2uD89w5pigrzE20ee197ZgI9cItTR18fz2r+lo68VrpgMvvHOLUhSdcqWQd54VhMXr75rLzfeOWvLbW7p54+FvkI5IWXhjOCtu1Szg/vrVg2ReLUTfUJcXv94+raDAsS2upz6599/W4poMCuKTei6HbX/ZqHa/jq42c1aGcPbHa1z+NUUj8YlY6M8MezOaatu5ciydRRtmqdyvpS0hZI4ncadzSLlSoCQ++ga6+IU4kZVcTmpcMfabBSJgbmmEu6cNpcUNpCeVMX+p4BRycLTAaoYxzU1d5GRXExYu7DfeXrYYGujQ3T1AcUkjPt7yFpOPUN3LK6xTsal7ulgDORRXNI19mbjYjxIfhcPRUF8Hc2N92rr6qGnuwMdZ+L3aWwrkpa61U2XbiuDRKnmYKQikytnKlJKGVsoaW5XER3ERVtzQorINX5sZXC2tJH/cLK9l3p7YGBvR0NXNsbxCbgwUiKpIJOKvixZxraqKlNpa9mVlcVuQ0MKe6+TC/WGz+DQ1iWfPnSLIxhY7I2NMdfXYsWgNtxzZx4HCHOY5urHOU13r525qwWtzlvNkyFy+zU/h2/w0yrvaeOHaKd5Nv8JdvuHc7huqzJLT09LmNq8wNnuEcLqmkM9yr5HeUsv3xWnsK05jgcXUcRnKz23aa/4/BC2xmLl27ixx9GKJgze2BtOfU9PW38eJygIOl+VzraFShZzMsnZkjasvK119sNafPPNnOpDJZOoESSYTJkXLiZFIJMJcV/+fIgib7HVkNTewMz2B42WFygpTlJ0TD4ZEMd/RVeXE0jnQz+6sDL7KSKGlTzipWerrsy04nNsDg5VZECC0tM6WlLAzMZH0euHkqSORcHtICNsjI7EYk8tT0dbOjstxHMkVrNoSkYiNwQE8HDMb2zEOrO6BAb6KT+XLayn0DgrVqAhnB55cFEOEs/oVeE5NA28ev0hyeY3wWo0MeGxxNBvCZ6qVZQtqm/j7kUtck4+WMDfU5+Flc7gpKkDNXi6TybiQXcrnpxLIqWwAhH1v9Sw/7l4cgauN5sA5qVTGhcwSvjyRSG6F/HESMWui/LlzWQQuNupkYnhEyoXUYvacTCa7dEylJsiNLcvDCfd10kh4G1u7+OlUOgfPZdIlFwCbGetz05JgbloSgsW4uVEymYz03GqOnM3i/LVCZSVJIhEzN8KDNYsCiAxx09jO6ukd4NzlfI6eziK3cPRK2tLCkJWLAli5JBAne9X3NjQ0wg/7E9m9J47BwWG0tSXcujmKLbfMUWavjIxIOXQwha8+v0Bv7yBisYj1N83irnvmYTCmqjU8PMKvPyax+/ML9PYIQvAVN4Sy7aFFmFsI5fSern5efOgbGmrbsXe25OUPb0dfvo2i7GpefXQ3I8NS5q8O5r5nVys/U6lUyttPfEdLfQeOHtY8+vpmjZ/31SNp7P/wNABPvn8HTl62auuMR335aIvr7pc2/f/W4hqP0EUCqShKLaOrrQdjc/WWxLx14Zz98Zqy3TU+pVsiEbPi1mh2v32MY9/FqREfgPBYH4H4XC7itoeXjC6f4ykQn/hi1owZbBoa6UZpcQOpY4iPSCQiNMyV0yezSEspVxIfiURMUKAT8QklpGdUKImPh4sVOjpadPcMUF3bhpOD8Fv1kocyFpWrhgq62lsCxVTUqgqLHWaYCsSnaZT42JgbIxLBwNAIrV29yonsihbYWOID4DbDQiA+TW3E+LgKy6zMkYhFdPYP0NjVg42JcPzztRVeX36DKjHTlkjYGhbM2xev8k1yGusD/JT7p72JCU/FxPDKhQu8eekSi93dsZHrgJ6KiiG+upLMxgaePHWMPes3IhGLibRz5JHQ2byfGs8Ll08RZm2Hk4mZ2ncHgvThd6Hz2B4wmx+LM9mVk0RNTydvp1/m4+xrbPYK4h7/WUorvEQsZoWTL8sdfUhqquKz3Gucqy3mbHWRxu1rwm/ERwMurnsYB8vJY/XHonNwgFOVhRwuz+NqbQXDYwIPg63sWOvqyypXX+wnGcr2f4FIoQkC4J+TyTMildIx2E9bfz/t/X209vfRNtBHe38fbQP9tPX3Cf8G+pT/b+/vV3nPS1w8eTAkUi2AsLGnmy8zUtmTlUH3kHBicTA24f7QCDb5B6hk9wyNjHC4oIDPkpIoahHKtToSCRsDAtgeGYn9mMGiDV3dfHj1GvszR1tVq/18eCJ2Dq4WoyfKvqEh9iRl8PnVJNrldvOZdtY8uTCGuR4uaiei+o4udpy+yqF0oUKgqyXhrphw7p03S23MRFNnNx+cjOeXpGzlTKytc0O4b3EkJvrqV+ypJdW88+tlpT1VT1uLDXMCuGNh+IT28qGREU4mF/DViSTK6luVj7txbiC3LwnH1kKdoA8Pj3A0LpevjiZSI9cS6GhJWBntx5Zl4bjZa57BVVTZxPfHUjgVn68URzvbmnPrynBWxvqhN26u2ODQMCcv5bH31yQqxxzcXR0tWLMokBXz/TE3VT/xyWQyMnNrOHo6kwtXC+mXzwiTSMREz3Jn9dIgIsM0E6X0zEp2vH+Kikph/wgNceGJR5fi7DT6ngrya3nv7eMUFgifs6+fPY//biVe3qqEIi2pjI/fOkFFmdyV52fPI8+sxHdMKOLg4DAvPbGH0oJ6zC2NeHXnnZjJW2i1Fc28eO+X9PUMEjLHk6fe3KRSdfnp47MkX8hDV0+bP36yDX0NM8Wqi+t5+9FvANjw0BJibwhXW2c8pFIp7zy4i/6eAQJifLhh+5IpH/PvgpW9Bc6+9lTm15JxKZe569RJS+gCPwxN9AUtUEIJgdHq2rDlt8xmz44T5CSVUlFQp5brEx4r6J/yMyrp7uzDSC4YD4v24usPzpCeWMrI8AgSeSUzNNKNA3uvkZZYqrIdJfFJLVddHuJCfEIJaRmVbN4oECgtLQne7tZk59eSV1inJD6ergJ5qWvspKunX+lOVFREy2tVW08OM0zJLq1X/jZByJKyNjOioa2b2pZOJfFxlrfGxhMfV2u5K6tx9Henq62Fs4UZZc1tFDe0jBIfuXu1oKEZqUymonHcFBzIh1evkdPQSEp1rUpy/R0hIRzKyyOzoYGXzp/no7WCbk1HImHHstWs+WE3CbXVfJKayCMRQujkY2HRxNVUktxQw10nDiir/gbamkXJhto6bPOL4HafMI6W5/NpTgK5rY18nZfC7vxUVrv6cv/MKAIsBWIvEomItHYm0tqZoo4mDuen8zuNW1bHb8RHA4y11Q9K49EzNMiZqmIOl+dxqUZV9OxvYc0aVz/WuPribGz2T3tdMrleRyaTIUWGTIa8oiRTanmkY9eRyRiSjsgJSj/tA3Ii09+n/H97f78KiekY6L8uTZACWiIxN3j68kBwJD4WqqSxoqOdz1KT2J+fo2wpeVtYsj08kjWePiqVkL6hIX7KzmZXSooyKt1IR4etwcFsCwvDakxKaHtfP59dS2J3Sjr9w0JlYb67K0/Oi2Gm7WibZ3BkhP1p2Xx8KYGmbsF+6W5lwRMLozUOEu3qH+DrKyl8dTVFOQF9bbAvTyydq5bH0zc4xLeXUtl1Pok+efVoebA3T66ai6OG0RJlDa28d/gK57ME0aW+jja3zQthy4IwLI01OwAHhoY5FJfDN6eTlYJHI31dNs8P5rZFoZhreNzQ8AiHr+Tw9dFE6uSPMTXS4+aFwWxcFKIcIDoWMpmMxOwK9hxNITG7Qrk81NeBW1dGMDfUXU0c3dM3yOEzmew7nExTq6Cr0dfTZkmML2sWBzLTy05jZaO5tZuT53M4diaLqppRG62zgwWrlwayfOFMLDRUCKRSGRmZlRw6ms6Fi4LTytzMgAcfWMSSRaOi9u7ufr7adZFDvyQjk4GhkS733L+Q1fLJ3Qo0NnTw2Y7TXDorhASamhlw90OLWH5DqMp7lUqlvPX8fjKSyjAw1OXlj+/ATj4+oq25i+fv/oKO1h48/O154aPbVQZoZl0r5tu/C7qeB1++GTc/9TiE/p4BXtn2maDRmePF3S/eqLaOJhz94jwZl/L+o1pcYxG2MIDK/FpSz+VoJD7aOlpErwrh9L54Lv+arJH4WNqaMntpAHEnMjm2J44HX7pJ5X4bB3Mc3WZQXdZEenwxc5cLA0o9fO0wNtWnq6OPguwa/EMEvU5giOC+qq9tp66mDTsHgTiEyHU+hfl1dHf3YyRvMYbKH5eZVa2SyuznbUd2fi25hXUsWyhUjkyM9LCxMqahuYuSiiZC/IX2yyjxUa34KHQ+NeMEznYWJkriE+gmED1Fq6u5s5fegSGlo9NthnzbTap2dC8bS8qa2yhqbFa2490szdGWSOgZHKSmvQMnczPl+hYG+tzg78dPmdl8m5KmQnwkYjGvLVvGuu++40RREaeLi1nqKbQm3czMeWneYp4+e4IdCXFEOzgTZmePlljMjkWrWfvzbkraW3n6wnH+fPUMaz382OgdQJiNvcZjg5ZYzDp3f25w8+NqXQWfZidwua6cQ2V5HCrLY66dC/fPjCLWfrST4GU6g3v9on4jPv8K9A8Pcb6mlMNleZyrLlGxdHuaWrLWTSA7Hqaar6JHpFLOV5XyXW46mU31jMhkApkZR1qEW5mSvCiW/TthrKOLua4e5nr6mOnpY6Er3JrrCcvMdfWF2zH/H5/Dk9vUyM7URI4WjzqMwm3teTA8koWu7ipXG539/ezOyODr1FRaFe0vAwPuDgtjS3AwxrqjZLR3cIhvktP4PCFZGSoY5mDH7+bPJdJ5VAA8IpVyODufDy7EU90unPwdTE14dMFs1gb6qbX/Ovv62R2fxu64NDrlM7LCXRx4ZuU8Ah1VKwRSqYwjaXm8d/wqDR3CCT/I2Zbfr51PqKv6ia25s4edJ67xc3wWI1JhvtWNswPYvmI2M0w1tz17+gfZfymT786m0CJ3W5kb6bN1SRg3zwvGWF+doA8ODQuE51gi9S1CbICFiQF3rJzFhgVB6GsSEA+PcCoun73HUyipEnr/YpGIhZFe3LYqnJke6qGIbR297D+eyoET6XR1C9UzKwsjbl0bwdolQRqt78PDI8Qnl3L0TBYJyaWMyIXK+nraLJzry+qlgQT4aj4YNjV3cfJUFsdPZlErT2IWiWDt6hDu3TZfaUOXyWRcPJ/HJx+cpkUhcF4yk+0PL8FijMB5cHCYA3vi2fvVFQb6hxCLRay9KYI7HliA8TiLuUwmY+ffjnHpZDZaWhJeePdWpYOrt3uAP933FfVVrdg6WvDS53djOEaT097cxZuPfItUKmPxTbNYNqblMhYf/eF7KvJrsbAx5bnP71VWJybDf2qLayxCF83k4CenSDufM+E6sevCOb0vniuH03jgtc0ah9Ku2hpD3IlMzh5IYttza9Ebt3+Fz/OmuqyJlMuFSuIjkYgJne3BpZPZpMQVKYmPvoEOfoGOZKVVkppYqnTqWduY4OBoQU11K1kZlcyJESpJ7m7WmBjr0dnVT2FRPf7y2WR+XsLvIq9INVTQ09WahuYuispGiY+L3MHV1tlHR1cfpnJBvsMMBfFpV9mGnaUJ6SW11I0ROJsY6GFqoEdHbz/Vze14y63sbhoqPgAe1paQU0xxw2iVSVsiwWuGJbn1jeQ3NKsQH4A7I0L5KTObUwXF1HV2YWcyeqHnN2MG90VEsDMpib+cO8dsJyflcXmDrz+XKss5VJTP46eOcvSWOzDR1cXR2JSTG+/ix/wsfirMpqKznX35mezLz8Td1IJNPgFs8J6JtYH6MVAkEjHX3pW59q7ktDbwWXYiR8rzuFJXwZW6CvzMrXkgIJLVrr7XPYXgN+IzBQZGhrlcW87hsjzOVBXTMzyovM/V2Jw1rr6scfPDx8xqQlFwU28PPxZksTcvg5ruTo3r/KsgFokw1ZGTFT09FcJipqePhZ4+ZnKCI/xfHzM9vf/zOAuZTEZibQ07U0czeAAWuLjxYHgks+xUXT9NPT18mZLC3sxMugeFz9bRxIT7Z83iJn9/9MZk8QwMD/NTRjYfxSXQLB8O6jPDiqfmx7DQY1Q0LJPJOFNQwo7zVyluEg4GVoYGPDQvio2hAeiMI2jtvf3sjktld3wa3QPCa3CfYcFjS6JZ6q9eEUoureZvhy+SWy308e3NTXhi1VxWBqsP9uwdGOTbcyl8fS5FWRFaGOjBY2ti1IaGKtDW3ce+82nsO59Ol9w5ZmtuzB3LIlgXPRN9HXXyMjg0zK+Xs/n6aCKNbcIJ39LUUCA88wM1OqY6e/o5eDaTH0+l0dwuVML0dbW5YUEAm5eHYW+tXrGqb+rg+0PJHD6bpdTvONmbs2VdJMvn+Wmc81VZ3crRM1mcPJdNa3uvcnmArz2rlwaxMMZHGQI3FkNDI8QnFHPsRCZJyWVKR5ehgQ6LFvpzw5oQPMec7Gtr2nj/3RMky1sYDo4WPPbUCsLHCJwBEq4U8sm7p6itEvaNgGAnHv79Sjy8NetpfvrqMof2Cnk6T796E2FyEe7Q4DCvPLqb4pwaTC0MeeXLe5Rzo0CoEv398e9oaejAycuGR17bqPEYkXg6izM/XEMsFvHc5/diYTPxaI2x21a0uALn/me1uMYiKNYXsURMbUkD9RVN2LqoSwhC5vliZGZAW1MnOdeKCIrxUVsnNNYbW2dL6itbuHQolWWbVWd4hc/15tdvrpJyuUBFzBs2x5NLJ7NJjS/m9ocWj24v0p2stErSEstUIgpCw1yoqW4lLbVCSXzEYhHBwc5cvlJIWnqlkvj4y1tuxaWNDA4NK/d9L9cZXE0uobhiVOejr6eNraUx9S1dlNe1EmwsbENBfGqbVM8LinZ3XYvqckcrUzoq+6lq7lASH9cZAvFp7OxRmdmlEDiPH13ha2NFbn0jefWNLPVVFZT7WFsx29mJa5VVfJeazu8XxKrc/+js2RwrLKSyo4O3r17lL4sWAQJJeXnBElLra6nu6uTFC2fYsWwVIpEIawMjHgmbw8Ohs0msr+bHgiyOlRZS2tHKG4mX+HvSZRY6ubPRN5BFzu4azz0zLWx4b95afh82jy9yk/ihKJO8tkaeuHyEv6de4m7/CFbZaB6LpAm/ER8NGJKOcFFe2TlZWUTX0Gi+jYOhCWtcfVnr5sdMC5sJyY5MJiO5oYbdOekcLytQOpzMdPXY7BPIGg9f9LW1ESGS5/mACCF7R4RAWBT3iZT3CcvFivVU1kVeQRl9jJjRPJ9/NaQyGefKS/kkJYHUekGYqsjg2R4eib+VqsOoor2dz5OTOZAzpv1lacn2yEhW+/ioVGN6Bgf5IT2LLxNTaJC3qpzMTHk8dg5r/X2VlSOZTEZcaSXvnr9KVq0g+jXV0+XemFlsnRWiYmEHaOvp45u4VPZcS6dHTni8bCzZviCKZTPV8yQqmtp459gVzmYLYYWGujrcvziSrXND1WZwDY9I+eVaNp8cj6dFPpIi0MWWp9bFTmhLb2zvZveZFA5czlQOAXW1Meeu5bNYOctXY8jhwNAwv17K4ptjSUrCM8NMIDzr5weqaXEAahs72HcilcMXs+mTa2pmmBuycVko6xcFYaIhNbm0qpk9BxM5fSVfOYLBx92G2zdEMW+Wp9pVem/fIBeuFnD0dBZZeTXK5eamBixfNJNVSwJxddJM/Coqmzl2IpNTp3No7xglSkGBTqxaEcT8WB/lCAkQqjc/fn+Nvbuvjgqct0Zzy23R6OiOfi+11a188s5JEq4IIkgLKyPuf2wpC5cHaPyNyGQyDv+QwJc7TgHwwO9XsWCl4GiRSqW889xPpF0tQs9Ah79+tg0HV9U4gx8+PEPqpXx09bR5/pNtKmMXlJ9Tdz8f/n4vAOu3LyZgzvTGexzddU5ocRn8Z7a4FDAw1scv0oOc+CLSzuew8q4Fauso2l2n9sZx6dcUjcRHLBazcks0X71+mGN74tSIT2CkO9o6WjTVdVBV0oizPJU5bI5wYi/IrlHV/8xy49tPL5CWVKaSfxMS5sqRQ2mkj9f5yIlPekYlW+RuPDsbU0yN9eno6qO4rAl/b4EIecl1PkXlqgJiV3sLgfjUtBLsrSA+ZoBAcEakUuUxZ9TZ1aWyDWcrM3IqG1R0Pib6elgZG9Dc1Ut5UxsBTgKB95Jb2ksaW1Teo6/tDMhAzdmlwJ0RoVyrrOKH9CweiZmtDCcE0NPW5pUlS7jjwAG+S09nna8vofZC9dNEV5f3l69m44F9HCrKZ56zKzf5jc7XEolERNk5EWXnxF+iF3O0tIAfC7JIbajlTGUJZypLsNQz4EYvfzb5BOJtoT5qxdHIlD9HLuHx4Bi+K0jj67wUano6eTnpHO9qztTViN+IjwYs/PlzOiWjrSVrfSNWu/qw1s2PUCvNpXgFugcHOVicy3e5aeS3ju5YIdZ23O4fwmp3H40DOP/TIJXJ6BkapGtggK7BQboGB+geVPw9uqxrQFie1dRAUesYEbJfAPeFRqhk8ADkNTXxaWIiRwvHBOzZ2/NgZCQL3NxU2l9tfX3sTk5nd0o67f1CO8XGyJAHo6PYGBygMhw0raqWd85dJbFCsHUbaGtz5+ww7p4Thsm4ZObWnl6+vpLCnoQMZRXGx9aKBxfOZomfp5qOpaO3n51nrvF93GhY4c1RgTy8fA6WRuqupgvZpbx3+AplDUJFwcnKlMfWzGVpiJfGfaeysZ1vTidx5FoeQ/Jhmb5O1tyzIpIFIR5qBAygf3CIgxez+PZ4Ek3yao21uRF3ropk3bwANSIGkF1cx/fHUjifVKT87D2crNiyKoKlc3w0Eqvsglp2/5LAleTRILiIQGe23hhFRKCz2vvJK6rj8MlMzl7Oo08+10osFjE73J3VSwOZE+Gu0S7f1zfIuQt5HD+ZSU7uaJKthYUhK5YGsnJFII4O6i639NRy3nvnBFUKgXO4K48/tQLHMaSqr2+QfV9fYf938QwNjSCRiNlwaxRb7pmnlrasQGFODTvfPEpuuuDO27gtlhtvHw12++Jvx7hwOB2JlpgXPtiKT5CqlTYzvojv3j4GwMOvblQT5Crw9cu/0FTThq2rFbf/4QaN64xHfXkTu174AYB7XtqEvft/XotrLEIXziQnvojUc9kaiQ8I7q5Te+O4eiSNB1/brLHVt2xTFLvfOkZBWgUlOdV4jBlToqevQ8AsN9KuFpFypVBJfKztzHB0taK6vJmMpDJiFgs2bR9/BwwMdejq7KOksB4vX+H7CQkTtDClJY20tfVgLteZBQYI329ufq0yz0ckEuHrbUtCShl5hXVK4qMQOJdVNatoglzsLbiWVaGi87G2MEIiETM0PEJTe4/SoKCo+NS2aA43VBM4z7CguauXssZR4uNsaYaWREzv4BB1HZ04mAvVJYXAebyzS4GFnm44mppQ3dHJoZx8NocEqtwf4+LCBn9/fs7N5Y+nT/Pr1q3KY3GorT1PREXz9rWr/OnSWcLs7HEzU3eZGuvocotvELf4BlHc3sJPBdkcKMymua+XXVnJ7MpKJniGHZt8Aljr6acchaGAma4+jwRFc+/MSH4uyWZXThIVTQ0a348m/EZ8NKB9sI8Z5hasdPFhjasvs6wdNZ58xqKgtYnvctP5pShX6VjSk2ix3sufrf4hBFj9aw5OMrmdfWhkhMGREQalIwyNjDAklTI4MsLA8LCcqMjJipzIdA9qJjTdY5Zdr6rISFuHrYHBbBuXwQOQXFPDJ4mJXCgbbX/Nd3Vle2QksxxU2191nV18mZjCDxlZ9MnFxa7mZtw/exY3zPRVCSnMb2hix7mrnJePl9CWSLgtIogH5kZiOS5Bubm7h6+upLAvIUO5XT87ax5cGMUiXw81wjM0PMK++Aw+OT0mrNDXld+tjtU4RDSzvI53D10mtUSocJgb6nP/iig2RgdpJBWVje18eiSek8kFKinLd6+IZI6fussMoH9giJ8vZvLt8WRaOgTCY2NhzF2rI7lh7ky1VpMgWK7kq4PXSC8YrbxEBbpw26oIIgPUyYtMJiMhvZzvfkkgLXc0H2h+lBdb10fi56k+YiQ5vYLv9ieQllWpXO5gZ8bqJYGsWBSAlaV6D18mk5GTW8OxE5mcv5hPf/8YohTlwaoVQcyO9NCo+Whr6+Gzj89y+qQwH87M3JAHH1nCoiUzVVqel8/l8emOUzQ1CC2DsCh3HvrdCpxd1b8/EDJ6vn7/FKd/FUZK6Oppc+v9C9h092jJf2wq85OvbSQ8VrVC0dbUyRtyXc/SjZEs3aRZ15MdX8ThLy8C8Pg7W9HT0O4bD6lUytvyFldQrC9rH/jPbHGNRdiiAL577SDpF3KRSqUaq1PBsb4YmxvS3tRFVnwRIbG+auuYWRkTvSKIS4fTOPZdHI++rjrZPXyut0B8Lhdy412j31dYtCfV5c2kxhUriY9ES0xwuCvxlwpJSyxVEh8zM0PcPawpLWkkI62CBYuE9d1crTAw0KG3d5Cy8mY8PQRy4+9tpyQ+Cthbm2Kgr0Nv3yCVta24O8tbUnIH5VhLu0Qsxt7ShKrGdmqa2pXEZ2zFRzXLR7Ozy83anOTSahWBs7ZEgruVBYUNzRQ1tKgRn5r2Trr6BzDWUyUVErGY28NDeP3cJb5JTmNTsHpF9Ln587lQVkZhSwu7kpN5KGp0H38wLJKrVZVcq6ni8ZNH2X/zrSoXqePhaWbJc1HzeXrWXC5WlfFjQRbnKkrJaKojo6mOl+LPs9LNi00+gcy2d1a5ONaTaHGbdwibPYNIqixhDi9O+Dxj8Rvx0YDPF25gsdfMKbNvBkdGOFlexO7cNBLrRgMK3U3N2eofyk3eMzHVVa02DI2McKashLSGOgZHRpSEZUg6wuCIlMGRYYak0uta/q+UPWuLxRjr6GKko4Oxru7o/3V0MdbRwUhHF2NdHaz0DVjm7qmSwSOTybhQVsbOpCSSa4STrlgkYqW3N9tnzcLfWrX9VdbaxmfXkvg1O280/NDGmu1zZrHM21OFfJa3tAnjJbJHM3tuDJnJw/OisDdVtYM3dXXz5eUUfkjKVLq0AhxseHBhFAt83DWe+M/llPD20ctUyg8wXraWPL1mnjInYywqm9r54MgVTqULLRRdbQm3LwjnrsURGgXIbV29fH4sgf2XMpX2+7kBbmxbPotQT80py30DQxw4n8HuE8nKsRK2lsZsWx3Fmhj/CQnPrp/jySoSKihaEjHLon25dWU4Xs7qWovhESkX4gvZfTCBYnmZXktLzIp5/ty2bhYuDqqtKalUxuVrRXy3/xoFxcLVlkQiZnGsL2uWBRE8U/P8nba2Hk6dyeb4ySylFR3A0cGcVSuCWLYkQCVpeezzZaRVcPxoOpcv5TM0KIz/WLMujHvuW6gyE6uitImP3z5Bmnw0gY2dKQ88sZyYBT4aX9PgwBA/747jh10X6esVLlwWrwlh2+PLsLIZ3Z/GpjLf88wqlVRmEDKD/v74btoaO3HxtuWhV9WD+wAG+4fY8eR3ACzfEqPxRK8JRz4/R+Z/QYtrLHwi3DEw1qOzpZvSzEo8Q1zV1tHSlhCzOoQT313l8q8pE34eq7bGcOlwGud/Seae52/AYIyQPDzWm11vHiUrsZSB/iHlYNmw2Z4c2nuN1HjVnJfQWe7EXyokNamMTXfEKJeHhLlSWtJIemq5kvhIJGL8fe1JTi0nJ7dGSXz8vBUC51HiIxaL8HSZQWZ+DUXlTaPEx0Gzs8thhqlAfBo7CPcRKksKAtQ3MER7Tz/mRkKLbjTEULUSpHB2lTWpbtvT2pLChmaKG1tY4OsOgKm+HnYmxtR1dlHQ0ESEi3rr/eagmbx3OZ6i5hbiK6qIdnVWud9CX58XFizgqePH+eDaNVZ6eysHQkvEYt5ZupJV339LVlMDb1+7wnMx89WeYzy0xRKWuHiyxMWT5r4eDhbl8kNBFkVtLRwszuNgcR6OxqZs9A7gJu+ZOBqPauEkYjH+FtMvLvxGfDRgjp3LpKSntruT7/My+T4/g+Y+4SQkEYlY6uLJ7TNDibZXv4pu6u1hX04We7MzqO/p/pe+fh2xBB2JBG2JGB2JFsZyojKevJjo6GKsq4uRtmK5nMjojP6tK9G6bo3QsFTKscJCPk1MJL9ZPoJCImGDvz/3RUSoTPkFyKlvYGd8EicLipQkLtLJke1zZjHXTbXyUdfRxcfy8RKKZOpVM715dP4c3K1UWyENnd3supTET8lZDMpbSIGOtjy0cDbzvF01Ep6LeaV8cjqBnGrhRG5hZMBjK6JZHzFTLUumtbuXz04m8NMVgcCIRHBD5EweXjUHm3G2dxCs73vPpvH1qSR65JPSY2a68vC6GHwnmJTeNzDE/nPpfHcyRUl47K1MuGt1JGtiZqpVkhSWdIHwCAdjXW0J6xcFsWV1BNYasn4GBoc5fiGHvYeSqKlvBwQx5rqlQWxeE4G1pepjhodHOH0xjz0HEqisFg60ujparF0ezOb1EdjMUM8hGhmRkphcxvETmcRdK1bqhPR0tZk/z4dVK4IIDNBMlJoaOzl5PJOTxzOUYyYAvH3tePSJ5fiNGfvQ0z3Ad7sucvCHREZGpGjrSNh8Rwyb7ohR0QWN/byuns1l19snqJfb6n0DHdn+h9X4jmtfjU1lvvGuudx0zzy17e374BRplwvR1dfhuU+2qbmPFNj79lFqShqwsDHl3r/epHGd8agra2TXC4KL656XN2Pnpnmf+U+DlrYWQbF+XDuWRuq5HI3EBwR314nvrnL1aDoPvXGLxnZX0BxPHNytqSlt5MKvqazaMtp+dPGywdLGhJaGTrKTywifK4iTg2a5IdESU1etOr4iLFIQw2anVzI4MKzUg4WFu/LzT4mkpZSrPPdMfweSU8vJzqlm3dpQYNTZVVXTRld3P8ZyIubpqiA+jSyfJ5AnhbOrrrmD/sEhpf5u1Nk1SmZ0tbWwMjGgubOXupZONeJT39bF0PCI8vc/6uxStbR72lhCFhSN0/P42lhR19lFfkOzRuJjoqfHhkB/vkvN4JvkNDXiA3CDry+/5OZyuaKC50+fZs/GUfG+nZExby5exgPHDvFZWjJznVyIdXZV28ZEsNI35N6gWdwTGEFGUz0/FmRxuDiP6q4O3k25yo6Uq8Q4uLDRJ5Dlrp7XLR/5jfhME1KZjCs15ezOSedsZYmyNWFtYMgtvkHc6husnEyrgEwmI72hnm8y0zhWPCpwttQ3YJWnNya6umNIigRtsVj5f/XlWuhIxGirLJegKyc4iuVaYvG/RcysCQPDwxzIyeHz5GQqO4QfsaG2NrfJM3gUaZ+Kzyaxspqd15K4UjaaGbPI053tc2YR6qBqCa9q6+CL+GQOpI2KoRd4CeMl/GxVTwB17V3supzE/uRs5UTzECc7Hlo0mxhP9RaSosKz80wCeTWCE0NfW4utsWHcu3AWhnqqJ6++wSH2XkzjyzNJdMsJzFw/V564IRYve/UWyohUypFreXxyOI7GdoH0+jpZ8/iGWKJ81Q8oAL39g/x0Lp3vTqTQ3i3Y++2tTLl7TSSro/3VdDIymYyELIHwZBePEp4bFwezdXUEVubqFZSe3gF+OZnOD0dTlG4rU2N9bl4Vyk0rQpWWWwX6B4Y4ejqLfb8k0SB3oRgZ6rJhdRg3rw3DzFQ9T6imto3jJ7M4eSpLOT8LwNfHjlUrgli0wA9DDTqboaERrsUVcfxoOsmJpaMzugx1WbTYnxWrQ/DxHc0IkkplnD2eya4PztDWKrQA58zzYfuTy5Q5LeNRWlDHzr8dI1NeFbK0NubuJ5azcFWQWiWlMKuaVx4RUpkXrAnh3jGpzAqkXy1kzzsnAHjktY24TOASK8mq4qcPBMH0w3+7FSMNn9t4KFxcA72DQovr/sVTPuY/CaELZ3LtWBpp53PY9NRqjesEz/XBxMKQjuYuMuOKCJ2nXvURiUSs2hLN5y8f5Nh3V1l52xzl9yASiQiP9ebU/mRSLhUoiY+BoS7+wc5kpZSTFl+iJD5OrlZYzjCmpamLnMwqQmcJRCgw2BmxRERNTRsNDR3YyF12AfIwy5zc0ZaxqYk+DrZm1NS3k1dUR2SosA0vF3WBs7mJPiZGenR291NV146X3OFmryA+46o4dpamSuLj7yJUMyyNDdDX0aZvcIia1k5leKHC2VXR3KYiklaOrhhndfe1teZ8URl5E+h8AG4PD+G71AzOF5dS0daOyzjru0gk4uUlS1jxzTckVFdzICeHmwMClPcvc/diS4AwzPSeI78w28GJpe6eLHZ1x954emG+IpGIEGs7QqzteHHOQk6WFfFjQRZxtZVcqangSk0FJjq6rPP0Y5W967S2Cb8RnynR3t/H/sJsvstNp7yzXbl8jr0zt/uHsNTVU81+NzA8zJGiAr7NSiOzcVRwFWpjxx1Boaz09FKZSv7fAKlMxsDwMH3Dw/QPDdE3PEzf0BD98tvcxka+SkujqUc46Vjo63NnaCi3h4RgOkZcLJXJOF9cys74JNJrhRO0RCRitb8P90fNwsdalTgUNjbz2dUkjmUXKCs8s+TjJcLHjZeoaetk1+UkDqRkK9OGw10ceGjRbGa7q49kkEplnM0uZueZBArqhAOAvo42t8UEc8e8cDXh8ohUyuHEPD46FkejPLvHz9GaJ2+IJcpHncDIZDLicsp575fLFMsTW+0sTHhkXQzLI3w0Tkrv6Rvkx3Pp7DmZTIc8H8fR2pRtq6NYNcdPI+G5llnOrp/jyZEPDZ2K8LS29/Dj0VR+OZlOt3wMhY2VMbeuncWaxQHojyN6Xd39HDyWzk+HU5QuKwszAzati2DdyhAMx7mVBgaGuHSlkOMnMknLGNX8mJjos2zxTFauCMLdTXMyekV5MyeOpnP6ZBbtY6zvgUFOrFwTwrwFfmqVm+KCOj78+3FyM4V2s4OTBQ89vYJZc9RnPwG0t/bw7UdnOHEgGalUho6uFjfdOZdNd8cqx0+MRW1FM3+670v6ewcJjfbkqTfUJ4m3Nnbyt0e/RSaTsWxzFEtujtT43CPDI+x4YjfSESlz14YRvSpE43rjcfizs2Rezv+vanGNRZh8fEV2XAGD/YPo6KlXwiRaEmLWhHH828tc/jVFI/EBWLIxkq//doSS7GoKMyrxCRmdlRcR6yMQnyuFKo8JneNBVko5KfHFrN4kfDcikYjQWW6cOZZJWlKpkvgYGuri7WNHfm4t6anlLF8ZDICfrz1isYi6+g5aWrqV7Vg/bzuB+BTWjxIf+f5dXN6o1OiIRCJc7S3ILKylvLZFSXxGLe3jQwyNySqro3ZMlo9IJMJ5hhkFNU1UNbUriY+9uQk6WhIGh0eobevEydIMGB1WWtLUokKIfOWEaCKBM4C7pQXz3F25VFrOdynpPL9kgdo6TqamPBEdzRuXLvHaxYsscHNTCZl9PmY+JW2tXKup4nJVBZerKvjTxbMEzLBmiZsHS9088bOa3vxLfS1t1nv5s97Ln6rOdvYX5rC/MJua7k5256bzTcq1KbehwH/X2fffiMymenbnpHGoJJ8BeVChsbYON3kHsMU/GC9z9Sv7mq5O9mZnsC8ni9Z+4SpdRyJhrZcvdwSGEGQz9dyd/wtkclLSKychvUNDKrfjScpE5KVfTmxU1lWsPzw9r6C9sTH3RkSwKSBAxQY5LJVyNLeAT68lUdQ86v66OWgm90ZF4GSmml2SVlXLp1eTOF84Zkq5uwv3xcwiylW1JVLd2sFnFxM5mJar1MxEujny4MLZRLqpt0+kUhmnsgr59EwCRfXCazHU1eG2mBDumBeGuaF6gN3VvHLePXSZ4jphfXsLEx5dHcOKMM0EJreigfd+uUxSgTB01MRAl3tXRrFxfrBGx1V33wA/nkln76kUOnoEwuNsY8bda2azfLavWptNJpMRLyc8iinpujpabJATHksz9dTjmoZ2vj+UxNFz2QwOCZUwV0cLtqyPZNlcdVLV2tbDT4dSOHg8jR657sXW2pTbNsxi5ZJAdHVU30d9fQc/Hkji1JlsenoEQiUSQXiYK6tWBBEzx0sl0ViBvt5BLpzP5cTRDHKyR7VyFhaGLF0RxMrVwSouLQU623v5eud5jv6SgkwGevrabLl7HjfeGqXxeYaGhjn0fQJ7Pz1PT5fwGccuC+CeJ5djO0FVaHwq8/Mf3o72uG2PjEj526Pf0tbUhauPHQ++fLPGbQH8/MkZijMrMTIz4MHXN0+43ljUljbwxYtyF9d/UYtrLJx87LG0M6elro2c+CJCF87UuF7sunCOf3uZq0dSefhNze0uE3NDYleHcO7nZI59d1WF+IREC67MyuJGmuramSEfLBs+x4tvPzxLxrjxFWGR7gLxSSyDh0afIyzclfzcWtJSK5TEx9BQFzfXGZSUNpKdW8N8uajdz9uOM5fyVATO7k5WiMUi2jv7aG7rYYaFQJJc7BTEZ7QCo6nVBWMEzuOzfCxNBeIjH5YMgsbFxcqcovpmypvalMTH0dwEPW0t+oeGqWrtwNVK2M9nyocwF9Q30dHXj6mGsTogWNsvlZazPyuHx2OjMdJVJ6zbwsI4nJ9PTmMjr1y4wI7VoxU9fW1tvr9xEyVtLZwuK+FMaQmp9bVkNzWS3dTIjsR47I2MWezmwVI3D6IcnCYVQivgZGLGkxExPB4eTVxNBT8WZHO1tICqKR8p4DfiowG3HN5Hbs/oTuhnOYPb/UNZ5+mH4bg5IzKZjPiaKr7NTON02WgLzN7ImK2BwWzyD8RSX7VyMDA8TEV7O70aSEqvnGiM/bt3cFBt2Xhi8+9MdtaRSNDX0kJfWxs9+a2pnh4b/P25wddXZQRF/9AwB7Jy2JWQTHWH8AM21NFhS1gQd0WEMcNo9AQtk8m4UlLBZ1eTlLZ0EbDMz4v7Y2YRYK8qXqtsaefTi4kcSs9VpgDPdnfioYWziXBT71uPSKWczCjk07MJlMit5kZ6OmydG8rtsWGYGqj/+HOrGnj318vKqekmBrrctyyKW2KD1YIQQbCffvRrHMeThHEKOloSblkYwt3LIzXm43T3DvD9mVS+P5WqHALqbGPOPTdEsSxyAsKTUcauX65Nm/CUV7fw9f5rnI3LV7aM/L3suOPGKGIi1N1sdQ0d7PsliaNnshiU5wm5OVux5eYoFsWqv6byimb2/nCNs+dyldu3sTFh5bJAli8LxFZDIJ9MJiMvt5bjR9K4cC6Pvj6BWIklIqJme7JydQiRsz00Wt+7Ovs4fTSDPV9cpks+uX3hsgDue2wJVtbqJXSZTEbipQI+e+sENRWC1sHD147tz6wicFy44djHXDuby2evH5kwlVmB7987SUackOfzx50T63pqShr47m9HALj/pZuvK6hwoHeQoHl+/3UtLgVEIhFhi2Zyes8VUs9lT0h8gqK9MLUypqO5i4wrBYQt8Ne43qqtMZz7OZmLh9K478X1ynahsakB3kFO5KdXknqlkOUbheqOp789Rib6dHf2UZBTg3+wUKFVVHkK82rp6uxTpnaHhLmyd3cc6anlKq6qmf4OAvHJqR5DfIQL2rGT2nV1tXG2N6e8upXi8kYl8dEkcFYQn9bOXvoGhpTp6qOWdlXio7S0j0t7drMWiE9ZYxuxvvIhq2Ix7jMsyK1tpLixRUl8nMzN8La2pLCxhbMFJWwI0fx9zHVzwd3CnNLWNn7OyuGOiFC1dbTEYl5dupQNe/dyuKCA9f7+LHBT/V15mFviYW7J9rBImnt7OVdewpmyEi5XVVDb3cXurHR2Z6VjrKPDfBc3lrh6sNDVTcUsowlikYi5jq7MdXSlOSyGGfc/Pen6ytc8rbX+H0N2cwN6hoasdvdh68wQwqzVs3t6h4Y4kJ/Dt5lpFLeN7sTRjs7cGRTCIlcPNYF0XVcXezIy+CErSzmW4Z8NHYkEA21t5T89bW0MtLTQ09ZWIyuKW/2x98v/bzDB/XpaWlNa+wG6BgbYm5rBV0lptPTK2yMG+twVEcaWsCCVbB2pTMbJvCI+u5JEbr2gsdEWi1kX7M89c8LVRMsVLe3sPH+NI5n5SsIT4+nCgwujCHNRd0VJpTKOpuXz2dkEyuR2TxN9XbbODWXL3FCNhKe2tZMPjlzlWMoogbltXgj3LI3ERMP6nT39fHEikX0X0pVZPKsifXnohhjlldtYDA4N88OZNL46mqgkPK52FtyzNoqlkT4aP+O49FKhwlMqtE91dbS4aUkwW1ZHaJy9VV7dwlc/xXM2Lh8FL44KcWXr+khCZ6q3/sqrWtizP4EzF0eJpL+3HVs3ziZ6ljpBKiisZ8/38Vy+OtpWCA91YdPGSCLC3DRWwjo7+zh1PJPjR9OpKB8VXDo4WrBiVTDLVgRiaaUuwAbISCnn2MFUrpzPY2hQXrHysOaR368gSD5naTwqSxv59G/HSYkTHD1mFobc9dhSlq4L02iTBygvrOfTVw+THi8EVVrZmqqlMiuQdrmAvTtOAvDoG5tx8tTsLJFKpbz31HcM9g8RusCPJbfM0bjeeBz+7CxZVwrQM9TlqY/v+YdbXDKZjI7mTsxmTE26/tkIXSgQn8nGVwjtrlCOfX2Jy7+mTEh8/CPccPG2paKwnnO/JHPDXaNC84hYb/LTK0m+PEp8JBIxIVHuXDmdQ2pcsZL4WM4wxsVtBhVlTWSklDN3oR8AMwMc0daR0NzURXVVK07OQsUxYKYDh46kkZ0zqvPxcrdBIhHT1tFLQ1MntvLEcy9Xa8qrWykqb2JOmOCoctMws8vYQA8TQ106ewaoaerA01HoJoxa2scRH6WlfXrOLi9rS3JrGylqaGaJ/2j7d4W/N4WN8RzPLZyQ+IhFIm4PD+Gvp8+zOyWdreEhKnZyBQJtbNgWFsYXKSn86exZjt9xB4Y6mi8ArAwM2OQfyCb/QPqHh7hSVcmZshLOlpfQ3NvLkaICjhQVoCUWE2nvyBI3D+Y5u+Bqaj7puWc6lSIFfiM+GvBEeAx3hs9Wq9Qo0DU4wKYDP5DfIvRHDbS12eDrzx2BoXhZaE6jLWxuZuO+fcqxDEY6Opjq6WEwhpAYaGur3RpMsFx5q6Wl8vd0SMm/Gl39A2zcvY+SFuEHaG9izL1REdwcNFOl/QXCgfjPR8/wY2o2IIiKN4cFsW1OGLYm6ieauvYuNn68RzlaItbblYcWzibYSXNAHMDn5xP54EQcIBCeO+eFc1tMiEarOQhpyLf8fQ8dvUI7ZHWEL4+sjsF+gqnpAI98+AvZ5UIFJtLHicc3xOLnPLG98m97zvHrJeE9u9lbcu/aKBbP8p7w+zsdn8+LHwmBeHq6Wty0OJjbJiA8AE0tXWz7/bfKlta8SC/uunk2PhOE3dU1dHDP498oSVtEiAtbb55NaKA6QQIoLKrn4cd3K91ZsTHe3HbLbHwnCOoDIWH50e1fU6NwgulqMW+BHytXhxAYrPl5FPjpuzg+f/+M8m93TxvW3BTOynVhSLQ0f2aZyWW88OA3DA4Mo6UlYf3WOdx6/wKNVRsFki8V8NcHv2F4aARtHS02bItl0wMLMTBS31dqyhp545FvkMlkrLhtDotujJhwuz/sOEFWXBF6Bro8/vaWaWkarh1LU87i+me1uL784172vXmQdy+9RMBcv394e9eDkAXCybU4vYKejl4MJxB1x94QxrGvLxF/IpPH39W8LZFIxMqtMez80wHO/axKfMJivfnugzNK4qpA+BxPrpzOISOxlK0PLlIuD410E4hP8ijx0dXVZuZMR9LTKshIrxglPnIHYVFxA4ODw+joaKGro4Wn2wwKihvIL6pXEh9PlxmcvpJPScWojsZFTnyq6lVFyA5WZnT2NFDT1K4kPnZy4lPT3MHQyIiykq5wdhXWNqksVwic08trGR6RKiuznnI9T2JpNdsXjFavVvp78/6FeK6UVPDsrye5P2aW2kUmwI2B/rxzKY7ytnbu/P4AD0ZHMsdF/ff6RHQ0J4qKqOnsZP2ePWyPjFTrAIyHnpY2S9w8WOLmgVQmI6OhjtOlJZwpL6GotYW46kriqgWdoI5EgruZBd4WlnhaWCpvXUzNpoyeGY/fiI8G3BsUgckEpGdoZISHjx8mv6UJS319Ho6YzU2+MzHR1XwSBWEA5/ZDh+geHMR/xgwemT2bxR7qFaH/BUhlMp46fJySllasjQx5ev5c1vj7TLjz70vJ5MfUbMQiEdvnRnJHVCjmBvoa1wX4OTWb7oFBPK0teXXDMrXhoZpwJCUPgNtjQ3l42RzlLJuJ0NLVS0dvP1piMd/97lb8HKc+4SgcGS/duZzVUX5TntgUs7FuXRrG45vnTUlY65qFq75ALzvefGIdFlM4gRpbuhkcGsHYSI8P/rJJGaM/EUormhgaHsHaypiXn1untOlOhCtXCxkZkeLna8czv1uFq4vmQMCxuHA2l5rqVkxNDdh273wWLPZXTsCeDJVlTXz9yXkAlq0J5oabZ+Hlp3nquwJlhfX89fE9DA4MExLpzqMv3oDDFK8xO7mMVx7ZzfDQCOGx3jz85/XYOWu+kGmp7+D5LZ/Q2dqDV6AT2/+yYcLtntobx7evHwLgvpduwsZ56s/q8Odn+fgpIQRx9upQ1ty3aMrHTAf73jwIwPdv/MKrR/69xEdbRzgGyGQyxBNU2wD05S4/TZWFsTCVpyqPrywayd2IUjkpV8BMLkYekl8MKKCoMCrarQpYy1uRPd2jI4sUDq+RESm9vYNKLZm9jRkFxQ20tPUo13WwNQOgsWV07IStlQkSiZjBoRFa2nuU8RKONmbkVTRQ1dCuXNfJ2gxzI33auvuIyy5nfrAHAAHOtpgb6tPQ3s0PlzPYukDIkprj5YyRng5F9S3sOpfI9qXCWI+Fvu68fyaOhLIqfkrOYtMsYeyKu5UFm8IC+DE1m18ycjmYkctyfy+2z41Uccoa6ujw+wVzeen0ea5VVnGtsopge1senBPJIs/RHDQDbW3eWrGC7b/+SmlbG8+cPMl78fHcHxHBzTNnqsxd1ASxSESorT2htvY8Ex1LeXsbZ8pKOF1WQmZjPf3Dw+S3NCkLDgroiCW4mZvjqjvxeUPtuaa9phw1NTVs3boVS0tL9PX1CQwMJDk5ecL1L1y4MDpXasy/+nrVibYfffQRrq6u6OnpERUVRWJiotq24uPjWbRoEYaGhpiYmDBv3jz6xrSMWltb2bJlCyYmJpiZmXHPPffQ3f3Py8yRyWT86eJZLldVoK+lxVdrb2JbcNikpEcqk/HU8eNUtLfjYGLCNzffzHIvr/9J0gOw43IcF0rK0NWS8OnN67gx0H9C0pNSWcOrJy4A8NSiGB5fGD0p6ZFKZfySmgvA/fMjp0V66to6KWtqQywS8eDS2VOSHkA5xsJIX2dapAdAIj/4ejtOz6FgLHcPWZsbTatKpxBE21mZTEl6QNhXAUyM9KYkPSBMPwfw9rCZkvQAZMlL/atWBE2L9MhkMg78lADAzZujWLMubFqkZ2REytsvH2JoaISoGC9+9+INePtPPjamsa6dFx76hp6ufmaGuvDXD2+fkvQU59bw5/u/YqB/iIh5Pvz5kzsnJD3dHb28cPsnNFS1Yu9qxUvfPoDuBLqexFNZvPeUEFS48dHlrLpTPftnLKRSKbte+IEPn/gGqVTGijvn8+KeR//pLq5W+YT7fydqSoQWrZW9OfqTfPcV+YJI2MXPfsJ1AIrlQvixoysAWhqFiwTLcXqvLrkj0dhU9RgzIJ9Xp6unXo0GBKGhHGKxSNkiHRoaNXwohuz29I6SJHN5Nba1fZQMScRirOV6n/rmUULkbGMGQGWDavLymtlCq+9gXLZyuaGeDo+uEQIXPzkeT0unsH0rE0OeXy8Q5E/OXCOzUvgc3WdY8PhSIe/ozWMXKW8efY6X1yzlp3tuZbGPBzLgRG4R6z/bw/17D5JaNTo65tbQIM48sI2tYcHoSCRk1Naz/cAhbvjyO47kFjCiMJU4OnLx3nt5JjYWSwMDajo7+fO5c4R89BErvvmGRw4fZkdcHEcKCihoamJgEtOMq5k594ZG8MOGzWTf/ygXb7+Hz1ev55k5c7nRx5+AGdboaWkxKB2hoKWZ4yVFE25rPK6r4tPW1kZMTAwLFy7k+PHjzJgxg6KiIszHBdJpQkFBASYmozui9ZjU3h9++IGnnnqKnTt3EhUVxY4dO1i+fDkFBQXK9eLj41mxYgXPPfccH3zwAVpaWmRkZKgcELZs2UJdXR2nT59maGiIbdu2cf/997N3797reZsT4tPUJPblZiEC3lu+mkDrqZMi34+P53xZGboSCR+vXYuF/vRZ6X8bjucX8kmcQFhfXbGUANuJP5+Grm4e33+EIamUlf7e3Bs9cZtAgWulldS2d2Ksp6vSq54McUVCmTTQ2RaTCZwL46EY3KlpCvpEUObJTFNkrhA6d405UE4GbW2BPA6Mu1qdCIrXMdVVswJN8oydGZaa9TVjMTw8Ql6+cFAMDNA8cHU8MtIqKCluRE9Pm9U3qAskJ8KvPyaSl12DgaEuj2nIzhmPzvZent/+DS2NXbh4WPOXD7aqndDGo7q0iRfu/oLe7gECItx4/oOtas4tBQb6BvnLts8pz6/D3NqEV/c8hNkEmqS85FJeu/czpCNSFm+azbYX10/6Ogb7B3nrgc+5uF8giHf+6SZufeaG/99yuf7ZqC4SLnYdPCe/YKmQ71suvpMTn5Icgfh4Bqrug60K4jNOPN7VIVwkqxEf+agUXV3V71zxSxah+vlra0sYGZEq28iAMtJB4WYEYSAvQFtnr8rjbS2NqWvqpL65kyBv4T062wrn0LHEB2Bd9Ex2n0nhSnYZTR3dzDAVSNP62TM5EJdFTlUDOw5f4eUtywFYE+bLpfwyjqcX8Oz3J9j/xBYMdHW4Kzqcy4XlJJRW8cxPx9lz/2blBWmQgy0fb76BgoZmPruayLGcQi4Wl3GxuIxIF0cejI1kjpszDqYm/HnZIh6KjuKrpFT2pmWQ39TMk4eO8d5lYaTQugA/jHV1eWDWLO4MCeHH7Gw+T06mtquLopYWilpaoGiUoIhFIpxNTfG0tMTL0hJPCws8LS3xsLBQkUVIxGKcTc1wNjVjiZuHcrlUJqO6s4Oi1hZyqqt4nOnhuojPm2++iZOTE1999ZVymds49fZEsLa2xszMTON977zzDvfddx/btm0DYOfOnRw9epQvv/ySZ599FoAnn3ySxx57TPk3gI/P6IycvLw8Tpw4QVJSEhERwkn0gw8+YNWqVbz11lvY20/+I5oKR4sLeDNemM/zYuxClrpNfeI9XVzMB9eEbIFXly4lwOY/e5jgP4L8xib+cFQQed49K4x1AROX0QeHh3nsxyM0dffibW3Fazcsm9bBfdelJABWB/mgp8ESrglxhUI4YrS3yxRrjqJ38PqJj6JqI5VKp1hTgIL4dMqt61NBMZJicGh6sQKK1zHdk2aj/OpzxgQn8bEoKm5gYGAYE2M9nBw1V0XG48CPAiFeuiIQE5Ppkf/a6la++vgcAPc/vpQZNhNrrAD6+wb586O7qSprwsrGhFc+uUPp0pkIjbVt/HHb53S09uA504G/fHrnhK6skeER3nj4G3KSSjE00efV77ZjO0FVqKqonj/f9hEDfUNELJrJEztun/S76Gzt5qVb3yPrSgESLQlPfnwPS7fMnfS1/7ehVu5CdPCanPiU5ymIz8SVR5lMRnGW5opPc8NEFR858TEZ57IdEH5TagRZfvEw/mvT0ZbQ3z+k0jIzkrfnusdcyFiYCc/T0zvIwOCwMv7B1soEqKG+eVS07GIjJz71qsTH3c6SIHc7MkvrOHotj7uWzwKE482zNy/k9nf3cSgxl5ujAwl2EyqhL25YRFp5LZXN7bxx6CIvbVyKWCzi9ZuWs/7D3WTXNPDRuWs8sTRG5bl8bKx4e8MqHlsQzedXkziYkUtiRTWJFdUE2dvyQGwki7zdmWFkyDMLY7l/9ix2p6TzbXIa5W3t/PH4aT64eo37oiLYGBSAnrY2d8iz3OrkxKe4tZVi+W1RSwtdAwOUt7dT3t7OmZLRQcgiwMHEBE85GfKytFQSIuMxHRaBOAmEaJbljGkTn+uqnx46dIiIiAg2btyItbU1oaGhfP7559N6bEhICHZ2dixdupSrV68qlw8ODpKSksKSJaPD9sRiMUuWLCE+Ph6AxsZGEhISsLa2Jjo6GhsbG+bPn8+VK1eUj4mPj8fMzExJegCWLFmCWCwmISFB42saGBigs7NT5Z8mpNbV8tTp4wDcFRTKtuAwjeuNRUlrK0+fEFJc7wwN5UZ/ze6E/wVUtrfz4IFD9A0NE+PqzO8Xxk66/isnLpBeU4eJni4fbVqLwTQIRnxJJddKq9CSiLkndurqEAj29Wvyis/1EJ//S8VHoTNQuKGmgrHB9REfXXnFZ7w+YSIobOXT7ZA0yXUI1hpmZI1HlrzFEDDTUaNzazyqq1q5Jp+TtGGCYL/xkMlkvPvqEQYGhgmJcGXlusmrRCPDI7zxhx/Jy6jCyFiPVz65kxlyjcVEaGvu4o937aKprgMn9xm8/MXdGBprJkoymYz3n/2Ba6ez0dHV5i9f3oebn+a5ai317byw+X262nrwDnXhj1/ch5b2xALPwf5Bnl//FllXCjAw0efVg0//y0mPnfu/PwuoulhOfDymqPgUCMTH1Vfz5wvQWNNGd0cvWtoSnL1VCZKi4mMxEfGZoOKjozu+1SXcjies2vKLkCENFZ/e3lGdkJGBrnKkRFvHaLvLVi5arh+j/XGSE5+m9h56+1W1RuujhTTkX+NyRttvQJCrHeujBMH46/vPK9tNJvp6vH7LCkQi+DkxmzNZgsjb1tSYv6wTzrOfX0okubwaTXCxMOOVtUs5/ejd3B4Zgp6WFpm19Tz8wyHWfbqbw1n5DEulmOnr8ejc2Zx/8B7+sDCWGYYG1HV28dLp8yz45As+vZZE18AAIpEIexMT5ru5cU94OK8vW8ZPt9xC2kMPEX///Xx78838aeFCtgQHE+XoiIW+PjKgurOTC2Vl7EpJ4Q+nTnHT998T8tFHxHz2GXceOMDL58/zfWYmyTU1tF+nS/q6Kj6lpaV88sknPPXUU/zxj38kKSmJxx57DB0dHe68806Nj7Gzs2Pnzp1EREQwMDDArl27WLBgAQkJCYSFhdHc3MzIyAg246ohNjY25OfnK58X4C9/+QtvvfUWISEhfPvttyxevJjs7Gy8vLyor69XaZ8BaGlpYWFhoaYnUuD111/nr3/966TvuaKjnfuOHmRwZIQlbh68MHfBlJ9T18AAD8rFzJEODjw3b/K+/n8b6ru6SagQRG4JldVUtQvCXiczU3asWz2pfumHlEx+SBXahW9vWIWzhdmUzyeTydhxWiDLm2YFKacMT4XcmkY6evsx0tMh0Gn64ZEKjY++7nUQn+tudQkHys7e6REfxQF0uq0uxcuYrjZEMU5iOhUfhZU3YJptrl/2JyKTQeRsD6U7ZiocO5hKRko5unraPPn82kmrJTKZjA9fPcy1C/no6Grxlw+24jqBrVyBro5eXrj7C2rKm7F2MOfVr+/FzGJi0vf1m0c49UMCYrGI5z6+k4AoD43r9XT28eItH9BY1YqDuzV/3fvIpHoWgE9+v4fClFKMLQz5+/E/4hbgNOn6/wjeufgSRz87zQNv3fEve46JUCNvdTlOUvHpau+hRa4/cp6k4lOcJeRqOXvbKmdsKdDcIByPLMdVCLs6J9f4jE8E16TxgdG281QVH5FIhIWZAQ3NXbS292IrjxAQKj6oVHxMDPUwN9anrauPqoZ2fFxGz2VLw735+08XqGhsI624hjCv0d/dY2vncjazmLzqRn65ls3N0YJweZaHI3cviOCL88n8ef9pgpxtsTY1YkWAN5dCyziYlsuz+0/yyyNb1aazK2BnaswLKxbyYGwU31xLZU9yBoWNLTz9y3HevxDH/TGzWBfsj5GuDvdGRXB7eAj7M3P4/FoyNZ2dvHXhCp/FJ3FHRAibQ4KwMTJU+R2LRCKsjYywNjIixlk1+b6lt5eSMdWh4pYWiltaaOjpob67m/rubq5UVKg8xvw6WsLXRXykUikRERG89tprAISGhpKdnc3OnTsnJD4+Pj4qLano6GhKSkp499132b1797SfF+CBBx5QtsNCQ0M5e/YsX375Ja+//vr1vA0lnnvuOZ566inl352dnTg5jR502vv7uPvwz7T29xEww5r3lq2eUogqlcn4/YkTlLS2YmtkxAdr1kxq5/tvQFN3j5LkJFRUUd7WrnK/RCQi1MGOl1cswWwSHU1aVS0vHxfcOU8uimGep+u0nv9sXglZ1fXoa2uxfcH0KgYw2uaK8nRWC92bDL3/QMVHep0Vn66e6Wl8FO6Rabe6rkPjI5PJlBWfqTQ+MplMWfEJnDnxFbkCXV19nDyeCcBNm6KmXB+gsaGDz98/DcDdDy2acNaWAt99co7jB5IRi0U8++YmAibI9FGgv3eQP9//FaX5dZhbGfHaV/dOWh36ZdcFfvxIsNI/9uYtzF4WqHG9wf4h/nr7x5Tl1GBubcIrPz42of5HgVO7L3Psy/OIRCKe/fLBfynpAQiM9SMw9t/r5gJhv1GImyfT+CiEzTMczCesvgGUyMm3pwbyParxub6Kz0Ti5vG/IU3Ex0DeHu0Z93s2MxGIT1vHqM7HVr5P1I8LJnS2Maetq4+KhjYV4mOop8OycG9+jcvh17gcFeJjaWzAgyvn8LefL/D+4assCfbCTJ48/8iyaOILK8mtaeT5H07y6b0bEItF/HH1ApLLq6lu6+TRPYe4OzaCaA+XCY+RloYGPLV4LvfGRPBdYgbfJKRS2dbBC0fO8OGla9w9J5xNYYHoa2uzJSyYTcEBHM7N59P4JEpb2/jwagIfXk3AVE8Xd0sL3C0scLc0x8PSAndLC5zMTNUuli0NDLA0MCDSUfX77ezvV2mXKW5rOjtpuY6qz3URHzs7O/zHtWz8/Pw4cODA9WyGyMhIZZvKysoKiURCQ0ODyjoNDQ3Y2toqnxfQ+NyVlUIrw9bWlsbGRpX7h4eHaW1tVW5nPHR1ddGdwJE1MDLMA8cOUdrehr2RMV+suRGDKex4AB8nJHC6pAQduZh57NyS/xa09PaSWFnNtYoqrlVWU9qiGoglFomYaWNNlIsjs52dCHd00BhlPhaNXd08+pMgZl4uT2KeDkakUt47I1R7bo8Ow8po+p9nvFLfo3kQ6ETok2cEGVxPxUeh8bnOik/XNCs+ylbX8HRbXdPX+HT3DNAnP/jPmKLVVVPbRntHL9raEryn0GoAHDucTn//EG7u1oSFu065vkwm4/03jtLbM4h/oCM3bJx8Pzn6UyJ7dgpk+uE/riV60eQt5cHBYV56+Fvy0ioxMtHn1S/vxcF1YsfXuV+S+eyvvwCw7dk1LL9ltsb1Rkak/P2hr8iKK0LfSI+Xvn8E2ymcZCUZFXzwxNcAbH3+RiKWBk26/n8zWuvb6e8ZQCwRY+uqeU4bQGXBNIXN2ULFx0MD8WlpmIL4TKDxGV85mrjVpSA+oxchiopPT69qm0qh82kdS3wsRys+Y1OhnW3NySiupaJe9XgLQrvr17gcTqcW8vSmBSoZZJvnBvNzfBbFdS18dDSO5zcJ6d7aWhLeuG0lm3bsIb6okj1X07g9NgwjPV3+tnEld+z6icSyahLLqrE0MmB1kA9rg/3wt7fWeNww0dPjoXlR3DU7jB9Ts/giPpn6zm5eO3mRnZcTuWt2GLdFBGOsp8uGwJmsm+nHqcJidiUkk1XXQEf/AGk1daTV1KlsV1ssxsXCDHcLCzwsLeSEyBw3Cwu184qJnh5h9vaEjdPs9gwOkl1Vxeznn1d73ZpwXcQnJiaGgoIClWWFhYW4uExfPwGQnp6uJDM6OjqEh4dz9uxZ1q9fDwgH7bNnz/LII48A4Orqir29vcbnXrlyJQBz5syhvb2dlJQUwsPDATh37hxSqZSoqOldaSogk8l49twpEmurMdLW4Ys1N2JtOLX24XxpKTvihKC8vy5aRLDd1Lbg/wS09fWRWFlNQkU1CVVVFDa1qNwvAvxsrJnt7EiksyOznBxUkpenwuDICI/9dISm7h68Zljy+rrpiZkBDqfnUdLYiom+LnfPDZ/2c/b0D5JeLvzArkffA9DVJ1y1GU0QcKgJCqnLdCs+o+Lmabq65OMxFCMkpsKoxmfqz1lR7TE11kd3CrKnqPb4+dhpnIc1FsPDIxw8IAjSN2ycNa3v/OyJLBKvFqOtLeGpF9ZOmK4MEHcul49ePQzAlgcWKodPToSR4RH+9rvvSbsqjJd4adc23CZpp1w9nsHbT+4BYP0989n40BKN68lkMj794w9cOZyKlraEP327Hc+gycl2V1sPL2/5gMH+ISKXB3PbH26YdP3/digcXbauMyZ0zMFYYfNUxEdR8VGtkEmlUlqbhP152nb2/n+81aXQ+HSPc2laaLC028grPr39Q3T1DiiPBS4KZ9c4gTNAkLsdrrYWlNe3cjK5gJtjR0mylkTMczcv4p4PfuKnuEw2RAcqYzjcrS14es08XvnlHO8eu0KUpzPedlaEONuz/6Et/JScxbHMAlq6e/k2Lo1v49Jwn2HBDSF+rAn2xd5M3VBgoKMtJzlB/JKRy2dXk6hu7+Sdc1f5/GoyW2YFc+fsMCwM9Fnp681KX2/6h4Ypb2ujtKWVkpY2SltbKW0R/u4fHqa4uZXiZnXCZ2NshIeFOR6WlrhbmgsVI0sLtbaZoY4OfjMmJtTjcV3E58knnyQ6OprXXnuNTZs2kZiYyGeffcZnn32mXOe5556jpqaGb7/9FoAdO3bg5ubGzJkz6e/vZ9euXZw7d45Tp04pH/PUU09x5513EhERQWRkJDt27KCnp0fZ1hKJRPz+97/nz3/+M8HBwYSEhPDNN9+Qn5/P/v37AaH6s2LFCu677z527tzJ0NAQjzzyCLfccst1O7o+SUnkYEEeEpGIj1auxddq6g+0vK2NJ48fRwbcFhTEpkDN5fD/BHT295NUVaOs6BQ0NjH+dO07w4pIZ0dmuzgxy8lx0hbWVHj1xAXSqusw1tXlw01rJ4wyH4/B4WE+PCe44u6NnTVtOzpAUmkVw1IpTpamyoF900WXXFw4UbKzJoiv19WlaHX19qtc9U0Eneu0syvL9NMhPs0Kfc/1CZunwuWL+TQ1dWFmbsjiJQFTrt/W0s0nbwvOwK33zcd5ggnuANmp5bzxhx+FrJsN4Wx9aPKAP6lUynsvHODqyWyBnHx0B34hExPi5PN5vPHwN0hHpCy5OZL7/rR+wu/ohx0nOPzlRUQiEU9/tI2QWM1Txce+lr/f9yl1ZY3YuFjx+10P/NdNW79e1CiFzZNrr6ZjZW9r6qSloQORSITbuKyfzrZehuW/EYsZ4zU+E7S6Jqr4yG/Hf+vaGqqvhoYKcbMq8TGXV3zGtrr0dLQxNzGgrbOX+uZOJfFxVji7GtSJj0gk4saYAN49cIlfr2arEB+ACE9HVoT5cCK1gDf2n+Prxzcr99fNc4K4nF/Gxbwy/rD3GPseuw1dbS28ba14fs1Cnlk5j6tFFRxKz+N8fgmlTa3sOH2VHaevEunmyNoQP5bN9FLTAuloabE5PIibQgM4ml3AZ1cTKW5qZeeVRL5JSGVzWBB3zwnHxsQIPW0tfK1n4Gut+puWymTUdXbJCVErpa1tlDS3UtraSnNPLw1d3TR0dRNXoTp+1FBHBw9Lc3nbTKgQWV+HNOG6iM+sWbP45ZdfeO6553jppZdwc3Njx44dbNmyRblOXV2dsv0Egmvrd7/7HTU1NRgYGBAUFMSZM2dYuHChcp3NmzfT1NTEn/70J+rr6wkJCeHEiRMqgucnnniC/v5+nnzySVpbWwkODub06dN4eIyKDPfs2cMjjzzC4sWLEYvF3HTTTbz//vvX8xYBgfiI9fV4ZcES5jm7Trl+z+Ag2w8domtggFA7O14c897+E9A1MEByVQ0J8vZVbkOjGtHxtLJgtrMTUc5ORDo7YjFJkOD14KfULPalZMrFzCtxtZw680n52ORsats7mWFsyJbZIdf1vHGF1+/mUkBR8ZlI9KcJEqW4eXrrG8sPlCNSGT39g1NWlxRW2Gm3uiYo02vCdPU9MH1hs0wmU1rY164LUzupaMKHfz9OV2cfnj62bNw68SyrlsZOXnpiL4MDw0TN9+XRFybPupHJZHz2+hFO/5yCWCLm2XdvIzTGa8L1M+KKePm+LxgeGmHemlCeeOvWCYnJqb1xfPParwA88MpG5k8ytkKBfW8dIeF4Otq62ry45zFMJhFV/69g2hk+BUKV1nWS8EJFtcfRw1qZ8qyAos1lZmmk4qQbHhqhV57AbDwuAHSiis+onX1cq0tLQ8VHrvHp7RtEKpUpLzgUFZ+xxAfAzspYSXy85XoeZZZPfbvGi6HVkX588MsVcioaKKppxstBtZX61LpYLmaXkl5Wx5HkPNbO8le+/pc2LePGt3dTVN/CjuNX+MMNC0bfj0TCAl93Fvi609U/wKmcIg6n5ynbYIll1bxy+BwLfT24IcSPGC8XFd2qlljMuiA/1gb6craghE8uJ5BT18jXCYIgekOwP5vCAvGYYaE2skgsEuFgaoKDqQmx7q4q93X09yurQqWtrXJC1EZlWzs9g4Nk1jWQWTcqkZH2T082AP+HkRVr1qxhzZo1E97/9ddfq/z9zDPP8Mwzz0y53UceeUTZ2poIzz77rEqOz3hYWFj808IKHwyL5JaZU/fcZTIZz546RVFLCzMMDflo7drrGpb2z0Rnfz+V7R1UtXdQ2dZOZXsH+Y3N5NQ3MDJOe+JuYU6Ui5OyffWv0CJlVNfxV7mY+fGF0cz3ml7mEwhZOjsvCDEEDy6Iui6hMfzf8nsU6FYQn+uo+CgDDKdZ8dHT0UZHS8Lg8AhdPQNTEh/FwXa64maZdPriZkWGj9UU+p729l6q5HO2FDOLJkJeTg35ebVoa0u4Yf3U8Q+Xz+Vx+VweEomY3714g8ap7CB8vjXI2TIAAQAASURBVG+/eIDO9l48fO147m+bkEywrgJ7PzzDr98IOrEnX7uZmGUTV59yk8v4y7bPGBwYYvbSAH7//u0TttvGpzKvu3/qsRIpZ7P59iVBE/nou3fgFeo65WP+F1BTMrWjq72pk47mLkQiEU6TpIcXK/Q9GsT1LXJH13gre3fX6EnR0Fi1cjyRnV3Ztp5Oq0tOwGQygfwoND+KEMPWMXZ2ABtLE3JLG5SjaAAcrc0QiYTjT1tXHxbjtEgWJgbMC3LnXHoxB69m8/tNC1S3aWbM/cujeO/wFd799TILAz2USfWWRga8smkZD315kN2X05jr40aMj/qx0VhPl5vCA7gpPIDa9k6OZORzKD2P0qZWTmQXciK7EAtDfVYG+nBDiB8BDjbKY59YJGKprydLfDy4UlLBziuJJFfW8ENqFj+kZgFgZ2KMm6U5rpbmKrf2psZqxiFTPT1CHewIdVDdFwZHRqhsa6e0pU2oEimIUa2qdmgy/DarSwNWeHjx9Jzp5Wh8lpzMscJCtMViPlyzBhujf93Vm1Qmo6Grm0o5salq76CyXX7b1kH7JIzXxdxMTnKciHJ2xMb4X3uV2dTdwyM/HWZoZISlvp48MHf6biyA3XFptHT34mRuyobwqdskY1Hb1kl5UxsSsYhIj+t3yXT9H4iPYmTFeII5GYwN9Wjp6KGztx87Jg/nu95WlyLT43o0PtZTVHyy5Um5bq5WGBtP3nbc/5NQ7Vm0dCbmU1Q0Ojv6+PBvwgDWzXfG4OE98cnx1z3XSI0vQVdPm2ff3DRh2KACv3x9me8+EBxZ21+4gSU3TqwTK8qs4sU7dtLfO0jYPF+e+/iuCfN3rjeVGaCxqpk3tn0sDDW9az7L75w/5WP+V6BsdU1S8SmXt7lsXazQM5j4e1U4ujw0OOAU4yqs1ITNQsXFyFhPjchONLKCCcXNCr3d6G9RV0cLbS0JQ8Mj9PQOKImPYrxMa/u49Ga5pb1hTJaPrrYWdpYm1DZ3UlnfpkZ8ANbHBHAuvZhjiXk8fuNcZbCpAlsXhPLLtWwqm9r59EQCv1s/GqUyz8+NW+YEsy8+gxd+PMnPT92OueHElX17MxPunx/JffNmkVfXyKH0PI5mFNDS08uea+nsuZaOm5U5a4P9WBviq4wZEYlExHq6EuvpSnJFNbviU0itrKGjf4C6zi7qOruIK6tUeS4diQQXCzM1QuRqaa7WfdCRSPC0ssTTSjUao6OjA7M/Pj3h+xmL34iPBryyYMm0rpQvl5fzltyd9uLChUQ4TG3vnQoDw8NyQjNatVH8Xd3eweDI5Cc+K0MDnM1McTIzxdnMDFcLc2Y5OWCnYdL5vwqDIyM8/tMRGrt68LCy4I11y6c9OgGgvbefL68I898eWTwHnSmu6MdDUe0Jcra7LvKiQHe/Qtw8PS0SjGp8ZNPtdQEmBrq0dPTQNY0QQ8WsrpERqcpU54lwfRqf6aU2Z8mJz1RjKhrqO7hyUcjgumnj1MaCne+epK21Bxe3Gdx298Thl2WF9Xz5nqANvP/plThNogECOHUgic9eOwLA7Y8vZd0dMROuW5ZXy/NbPqa3q5+AKA9e3HUPOhOMurjeVGaAwYEhXt7yIZ0t3XiFuvLw27dPuv7/EkaGR6grFRy3k1V8FFb2ydpcMJrh4xGgfrydMLxwAn0PTCJuZgI7u466qwuEqk97R6/KvC4LDRofGGNpb1a3tNc2d1LZ0EaIt/r7m+PvgrWZEY3t3VzILGFZuI/K/TpaWjx700Ie2vkLey+msX72TDxsRwnC79bEklBSRVljK3/Zf4Ydd6yZct8ViUT429vgb2/D08vnEVdSweH0fM7mFVPW3Mb7Z+N4/2wc4S4O3BDix7IAL0zleswIF0ciXITjRWtvH+UtbZS1tKnclre2MzgyQlFTC0XjjDUAZvp6uFqY42ZlrnLrammGrpaWyuucLn4jPhow9sOcCFUdHTx+9ChSmYyNM2dyW9D0ragjUinZ9Y1UtrdT2dahrNxUtnfQ0DX5UFUtsRgHUxM5sRHIjbO5QHSczEynLRz+V+KNUxdJqarFSFeHDzetndLqPh5fXk6iq38AbxsrVgdNLhTVhPh/oM0F/7eKj4JfXE/F53rGVmiPqTwMDY0g0Z06Twqmq/GZ3pwupbDZf3Lic/BAElKpjNBwV9w9Jk8ITrxaxJljmYhE8NQLayd0ig0ODPHmsz8xNCjoelZNYXO/cjKL954XWkobtsVy60OLJ1y3uqSBP972EV3tvfiEuvDXr++fsJJ0vanMCux8ZjSk8IU9j6Kj9///7/TfhYbKZoaHRtDR08bKwWLC9RTCZmefidtc3R291FcKJ0dPDQJ7xbgK9YqPQHyMxul7ZDLZmFaXZju7WqtLfiE2PE5vZ6ivIxAflXldgoSgo6uP4RGpMivHTkOIIQg6n2s5FVRocHaBMKpi7Wx/vjiRyMGrOWrEByDGz5WFgR6czyrhzQPn+fShm5THAX0dbd68dQW3fbiPs9nFfHkhmVujgzGY5jFaSyJmnrcb87zd6BkY5HROEYfS80goqyKlooaUihpeOXKehb5urA3xJ9bLVXnhamGgj4WBPmFOqsR2RCqltqNLjRCVtbRR19lFe18/6TV1pI+zwYsAe1MTZWXI9jriR34jPv8H9A0N8eChQ3QMDBBkY8NfFy+eNtscGB7mzn0HSKmunXAdQx0dgdSYC8TGacz/7UyM/6Mnux9Iz2FPUgYAb924EneriQ90mtDU1c1319IBeHxp9LQqFmMxIpUSLx9TMcfr+vJ7FFDa2a9D3Hy9ri4QWl0AndMYVDq2pD0wNIzeFD9ymfxlTKfSphQ3T1Lx6e8forBIEBJOVvHp7R3g6JF0AG6awl7e0z3AjtePArDh1tn4BU683a/eO015cQNmFoY8+ZeJHVYAKVcKefOp75FKZSy/eRb3TjLctK6imWdv+Yj25m48Ahx5Zfd2DCZIWu7u6OWFzdeXygxwes8Vju46h0gk4g9fPIity/Rtt/8LqCkW9ht7d5tJ3WsVeUILy3WCUSAApbnCOtaOFhibq+sSJx5XodnKPjQ0oiQ4E9nZJ87xGUd8lOnNo1k+JkZ6iMUipFIZ7Z29WJkLbV8beZZP3ZgJ7TC5s0uBddEz+eJEIgn5FdS2dGJvqd4mf/rG+VzNKyehsIozGUUsDfFW3ufvaMOjy6N599gV3j12hQ9PxhPh7sA8Pzfm+7njbGU24XOrvF9dHdaHzWR92EzqO7o4mlnA4fQ8ChuaOZVTzKmcYswM9FgZ6MMCH3fcrMyxM1PX8kjEYpzMTXEyN1ULte0bGqKipZ2y1jbKmtsol9+WtbTRNTBATUcnNR2dXCmtYORfKW7+fx0ymYw/nj5NXlMTFvr6fHTDDdOqECnwypkLpFTXoq+txUwbGxVSo7g119f7r5zInFlTz1+OngXg0flzWOjtft3b+OR8Av1Dw4Q627HA5/ofn1vdSGffAMZ6ugRcx5gKBWQyGd19woHLxOD6NT7TDTAcu/3ptLq0JGIkYhEjUtm05nUpKz5TEMfevkG65Veok2l88gvrGBmRYmVlhM0kw0JPHsukt2cARycLIqMmH+T7xYdnaG7sxN7RnDu3T+yETIkr4pfvhHysp17egNkkIuzc1HJefvhbhodGiF0ZyKMvb5jwt9RU28Zzt35ES30Hzt62vLrnQbWKgAKD/UO8dMcnlOdOP5UZoDSrkg8e/xqArX9cz6xl/7shhRNBqe+ZpM0lk8mUjq7JrOyKwaSaEpth4gGl3crwQs0ZPqBpVpfmIaUK4jM4nvhomNAukYgxM9Gntb2X1vZR4qNodbV19tI/OISe3LyhyPIpqmrS+P4AHGeYEeHtRHJhFYfjc3hgjboD0tHSlG2LI/j0ZAJv/XKJuf5uKgaRu+aHMzA0zKGUPKpbO4gvqiS+qJI3D13EdYY583zdmOfnRribg7LCNRlsTY25JzaCe2IjyK9rEvRAmfk0dfXwfUIG3ycIF8PaEglOFqa4WJrhYmkuvxX+b2NipHahq6+tja/tDHxtVS8WZDIZrb19lI2pEBVX11LC9PAb8blOfJWayqH8fCQiER+uWYO98fS1Mz9n5bAvXZhT9dGNa9Xse//NaO7u4ZEfDzM4MsIib3cemnd9oZEAlS3t7E/OBuDJpXP/T+RvdEyF03WNqVCgb3CYYXnV5noqPqOurusTN8P0Kj4gHHBHBobVDriaoKg8SaYgPooZXYYGOhhMIijNVo6pcJzwe5FKZfy8XxA133jzrEmrdRkp5Rz5OQWAJ59fq24llqOjrYe3X/wZgLW3RBEZq17aV6A0r5Y/3feVoL2J9eb3f79lQkdWa2Mnz93yEQ1VrTi4zeD1vQ9hOoEIe3wq88v7Hp0ylRmgu72Hl257n4G+QWYtC+K2Z9dN+Zj/RSiGkzpOImxurmunp7MPsUSMwyTt0ZIczRPZFRgdV6E6z290XIVmK7tYIkJLS3VfGc0vnF7Fx8hQPraiTz3EsLW9V2VQqYmhHgZ62vT2D9HY0o2znUB4Aj3skUjE1DR1UN3YjqO1mcb3uT5mJsmFVRyKz+W+VbM1/ta2LZnF4aQ8als7+eJ0Eo+sjlbeJxGLeWjZHB5cOpuypjYu5ZVxKa+M1LIaypvaKG9q49vLqRjoajPHy4V5fm7M83VlhsnUphhfuxn42s3gd8vnklBaxZGMfLJrGqhsbWdweITSplZKm9TDCvW0tXC2MBslQ1bmSlJkZWSgNufL0tAAS0MDIpyFCmFnZyefbZvy5QG/EZ/rQlptLW9cugTAH+fPJ8pp+o6h0pZW/nRSXg2ZO+d/ivTIZDKePHCMhq5uLAz0ef06xcwKfHL+GsNSKR7WFvg7TB50NhEUxEdXW4vatk7szSd3S42HQtgMkF1RT6S307QImIJgFNU0szhsZFrz2RQVn4TsCh7aEDONEEMt+geG6ejuw9568kGtiorP4ODwpAGJijaX1TT1PZO1ufLzaqmrbUdbW8KyFRNXNgYHh3lXnri8ZkM4wZOMsvjw1cO0NnXh7D6De59aMeF6TfXtPH/3F/R09eMf5srzH94+YUJwf98gf7z1I2rKmrB2tOD1fQ9jYTPx5/nVy78Iqcw6Wvzp2+14BE7vd//OQ19QVyqEFD7zxfb/+ZDCiVAzjQyfCnlis4OHtVrlZSyK5fuhp4a26NDgMO1yIq8+oHTy8EI9PW2138hEyc2KtvPwOOJjINcEdnWPCzGUk63mtlHiIxKJsLUyobS6hdqmDiXxMdTXIdjTntSCavaeSuHhm2KVGUFjsSjEC2P989S1dvLtmWRuWRCK3rj9XV9Hm6fXz+epLw/z9dlk3G0sWBrqpXJsEolEuFtb4G5twV3zw+nuHyC+sJKL+WVcziujpbuXs9nFnM0WJrz7OVjjYz8DZ0szXKyEf85WZho1QhKxmGhPF6I9Ba3liFRKfUc3FS1tVLS0K2/Lm9uoaeukf2iYwoZmChua1bZlqKuDs4UZzpamOFmY4Wwh3Dqam2JrajSl2WM8fiM+14HUujqleDW9ro7mnp5p599k1zcyIBfDZdTWUdrSio2xEToSCVpi8X9la0uBvqFh0qqEA1drbx8rPvqaZX6erPL3YZaLw7R3ytJmoa9d0thK7Os7WeDrzooAb2K93dDTnt6u2im/2jqals/RtHzcrC2I8XYhxseFCHfHKfOAdLW0EItESGUy7v/4AB62ltw6L4TVEX6Tzu6yMBYObl+dTOJoQh43zwviprmBmBtrbp0AOMwwAyCvooEXPj3Gc3cswWiS9pqjjRm53fU89dYvvHj/cqJDJm4FKqpJabnV/OndIzzzwFLlsrFQ5OXU1LWRnV9DgK9mfcWAfFRGofwkpgm98hL/0NAIHe296E8kEG7qorZa+K4Xr5qYIMlkMtIThOL1ms1R6nbjMchLraC9pRstbQl//uSOSW3u1cUNVBQK7+OvX93HDPvJQzXjjqYDcOtTK6dMZR772hNPCOX97W9u+X8ipFATSrMqybiUB4D7BIRRJpPx804hcsAreGJDQkZcEZWF9YjFIryC1LdVLLe56xvqYGKu+rurrxH2N/NxbVIFedGUG6UY39LVqdqKNpM7tZJTyxkZkSqriva2Ann++Ugqyxf6K80Czg4WJGVW8PX+eKLD3JSCZw9HK0qrW/jg+0sEetopW2WLI7xILajmp3MZHIvPY11sIJsWh+AwY5Sc6+losT4mgN1nUnj/lyt8ezqFm2OD2Dg/iBmmo+9xUZAHMX6uXM0r57ndx3n30GVuiQ3mpuhA5TDTsTDS02VpkBdLg7yQSmXk1jQI1aD8MrKrGsiraSSvplHtcTNMDHGxMsNJSYjMcZaTIsUxVyIW42BugoO5iZIMKTA0MkJtexflzW1UjiFEFS3t1HZ00jMwSF5dI3l16s+tLZHgYG6Cjf70xc0imew6RAn/4+js7MTU1JSOjg5MTNQrBQPDw7x99SpfpaYilckw1dXl2Xnz2BgQMCVxGZFK+TgugU/ikxjSYEnXlkjQkYjRFkvQlojRkWihLRGjLZHI/wn36WgJf+uIxaPLJRJ0xq4nkQjrSsQY6eoy09YaP+sZ16VFul5k1zbwY1oWp/KKaesdnZI7w8iA5X7erJzpTZiT/aSVoLr2Lr5PzOBEVgHVbaNuBwMdbRb5ebAy0JsYTxd0JnkfdW2d/Jqcy9XCCjIr6xgZ03rS0ZIQ5uYgJ0KueNlaavzecirrOXgth8NJefQNCqVwY31dNswJYPPcYBws1asDnT397DmXyoHLWbR29Sqfb3mED5sXhODvol7BkkplfHMskU8PxjEilWFvZcIrD6wi0EOzxqGitpXnPzxCcaVwRXTLijAe2qye5QHCyWTPwUQ+23eVkREptjNM+OuTawjwtldb709vHuJiXCGWFoZ8/vYdGoMM0zMq+d0f9iGVyvjD06tYoWFC+ciwlKce201OdjUhoS787d0tE7a7Xn72Jy6fyyMg2Im3P7trwt/Pnp3n2P3xOWzszfj818cnrAb09w5y58I36Gzr4fd/38yidROHJkqlUu6e+zINVa08vWMri2+a3CH21cu/8OP7Jwlb4M+rPz026bpj8ZfNO4g/ksqtz9zAXX++edqP+1/ByIiUJxe9REFyKTE3hPOn7x/XuN7ZH6/x1sNfo62rxccXX8RRw1iLkeERHlnxd8oL6lh7ZywPvaL+eX7y8q8c2h3HwhtCeeatW5TLpVIpm+e/TldHH+/t3Y7PmKplVUUz92z8GCNjPX4+qxq0+/13cXzx2XnmLfDlTy/dpFze1dXPlrs+paurn6efXMHqlcGAMOz34T/s5f9j763Dozjb9v9P3N09BAnuVty9RYu1UByKFHd396LFnUKLuzvBNRACxH0jG9+szO+P2Wyy7CZA2/d9n+f763kce8xk597J7O7szHlf13mdV1ikhNIBrqxf3AtLC1NSpVkMmXaA2AQp5Ut78Ouc7piZmRAnSWfQ7IMkS7OoXdGPVRM6YWxshEolcOzGCw5eeqKp7jI0MKBRtZL0almdamW8MDAwQK5QcvDaUw5ff05cini9NDYypFWNMvRuVl1zzcnKzWPv9Sf8fvs5yeprk7mJMe1rlaN11TL4utjjav/5qIkkI4tHH6MJT0wlQpJGpCSNCEkqaZ9ptOxmZ12IENnj6+yAn4tIkr5kQiuTK4hKlRKRnEZUShpRKVL1I42YtHQUSjGtr5Tl8m7FtCLv34XxL/EphM8Rn3y8TEhg+qVLvFZ3g6/j7c2CFi0IcPx8BdOH5BTmXrzKvU96j/xPw8TIiHKuLlTxdKeKpztVPT3wtbf7xyNNCpWK+2FRnAt+x6U3oUgLpY7cba1pU64M7SqUobKXe5H/WxAEXsUkcO6l6BQaLy2ofLAxN6NOgI/mUdLFscj9pOfkEvQ+ijsh4dwJiSAuTbuCwtXWinqB/tQv48c3pX11ZkAZOTJOBL3m4M1nRCeLjrCGBgY0rhhAr0ZVqV1aNw2WJ1dw6Ukoh6495XVEgZ16lQAPejapRrPqpXTSYC8/xDJjy1liJekYGRowtFM9+rarpfdCJMtTsOHQLX6/+BSAMn4uzB/RHj9P/edecGgcs9ecJjZBioW5CRvn9aRMgPaNJTsnj58n7ScsQkKFsp6sXdhDL5nas+8OO/fcxtzMhE2/9sVfj84lJjqFoQO2kZsrZ8ToVnQuglQkJkgZ+P1GZLlyJs7uSMv2VfSOy83OY9B3a5AkpjNwbGu+71+0z8+hTVfZvfoCvqVc2XR6bLGppYNrL7BnxVkq1inJ8qPFk5m48CQG1p6FIAhsfzAfz8/4B+Xj2u/3WNJ/E54l3djxfNl/dVT3r+DYhgtsnrQfS1sLtj1ZgpOHbmQtTZLB0PpzSE/J4qdpHek5tq3efZ3cdZNNM//Axt6S7Tdn6FR0KZUq+jRcSKokk7lb+lG7aTnNtsiPiQzptA4zcxP+uDNDy34gNjqFfl1+xcLSlBPXtbsCPHsawYTR+3B2seHQH9rnyO9HH7Bp6zWcnazZs2OwJroZlyBl2IR9pEqzqV+7FAumdsTIyJCImBSGTT9AemYujeuUZv44sQHv27AEhi04TK5MwbeNKzJtUEstveC9V+EcuvSE+68jNP870NeVXi2r07J2GUxNjFEoVdx4/oH9V5/w7ENBtXDVkp780Kw6jauUxNjIkDyFggtP3rHvxlPeRmtHTkyMjPB2tsPbyQ5fF3u8ne3wdbbHx9keT0fbYgXO0uxcIpPVRChJmxSl5xSvX3Szsxa1POrokJ+aFHk72mm8y4qDmD7LICpFSmhULH2bfvMv8flafCnxAfEGv+vJE9bcvUuOQoGpkRHD69RhaK1aX9SyQq5UIleqkKuUmvU8pbiel79N/bdcpdI8r7NNvY88hVK9r4L9yJUqJNnZvIiNJzUnR+cYHCzMqezhriZDHlT2cP9bzUg/RZ5Syb2PkZx9HcLlkA9kygrKPL3sbGlTvjTtKgRSwcO1WMHs8+g4zr98x4VX70jM0LZ+d7K2pE4JH2oHeFMnwBdfR/1kThAEwpJSuRMSzt13ETz8EE1uIQMyAwOo6O1O/UAxGlTJx10jjlaqVNwODufgrWfce1twASrp7kTvxlVpV0N/GuxlWByHrj/j0uN3mlmJs50V3zeqTJcGlXCyLbh4Z2bLWLTnMpcehABQs6wPcwe3wdVBv/bm9tOPLNh6gbSMHMzNjBnftxkdGlXQ+96zsmVMWXacJ6+icLK3Yuvi3ri7aEetYuJSGTxuL5lZMr5tVZmJI1vr7EepVDF52u88fhqBv58zm9b31StKPvHnI9avuYCZmTFbdgzC28dJZwzA4d132L7hCvaOVuw4MgLrItygL514wsqZf2JpbcaO0+Owd9SfXs7KyOGnJkvIyshlxq99im1NkRSXRr+6c1CpBH67MR3vgOL9hmb2WM+jq6/pNqoVA2d1KXZsPnIyc+nhPxJZTh6/3p5L6Wpf3rLlvx0JkRKG1JxKbpaMX9b1o/1A/e08lv28g2tHH+Bf3ov1l6fp9USSpmQyqNECMqU5jFz0Pe376LrqP737nmn9fsPG3pL9t6dr6bvO/fGItXOPU6mmP8t3DNI+zrg0+nRch6mZMadvTdPalpOTR8d2K1ApBQ4cGYVrId1QXp6CnwZuIz5ByoCfGtLnhwLh8Ku3MYyZfpg8uZIenWoyYoBYsfgsOJox844gVyjp+W0NRv0kPn/76UcmrTqBShAY+n19+nfULQz5ECPh8OWnnL0brHFvd7S1pFuzKnRtUkXj8hwcEc+Bq0+5WOia4+FoS8+mVelUrwI2luYIgsCTDzH8fucFb6ITiUmWasbqg6GBAR6ONvg42ePjYo+Psx0+alLk7WxXrHxAmp1LhCSViCSRCImESCRGGblFkyIDA7FSTBMhcrbHz0Vc93G000vEvub+/S/xKYSv+eDyES2VMvPKFW6GhwNQ2smJBS1a/CMuzv8UBEEgSirleWy85vE6IVFvys3fwV5DhKp4ulPW1eUf6T0mUyi49SGCc69DuBrykWx5QRmpn6M9bcuL6bBAV+diSdDLmHjuf4jiQVgUTyJiNLqpfLjb2VCnhDd1AnyoHeCDp73+71EmV/A4LIY7IRHcfRdOaLy2Y6ithRkdqpfjp0bV8XIsIAkf45M5dOs5Jx8Ea9JgtpZmdK5bdBpMIs3ij1sv+OPWCyTpYqjZxNiIltVL06tpNSr4i6JPQRA4dfs1y/dfJTdPgZ21ObMGtKZR1ZI6+wRISs1k7ubzPHot+hY1r1OGKQNa6NXyZGbJGD7zIB8iJfh7O7JpQW9sP/GgCXocxqR5RxEEGD+8JR3bVNXZT0pqFoN/3klKShZtW1di0vh2OmNUKoEpEw7y5FEY5Sp4sWZ9X4yMdaMvcrmSYT9sISpcQsfutRkxQb94WaVS8Uuvzbx/E8u3PeswYtq3escB7F59gUObrlK6ohdr/xhVbJRldr8tPLgSzPfDmzNg6ndFjgO4f/45c/tswtbJmr3PFxcrwC2MBX1+5dafD/h+TDsGLez5+Rf8P4C0xHQmtVtMxJsYKtYPZPn5qXqjb4+uvGZmz/UYGBiw+vwkAqvrJ4brphzm3P67BFTwYt2ZCXor9dZOP8r5Iw9p0702oxd01dq2atafXDz+hJ6DGtPvl5Za25IS0vnh2zUYGxty9u4Mnf0OG7iN96EJzJjTmSbNymttu3ItmAWLT2FhYcr+XUNwKBSFunLzDXNXiK7hE0e04tvWYkTz8u23zF4jPj92YDO6tRVTskcvPWPF7qsAzPm5LW3ql0Mf0jJzOHbjJUevPiMxVRRymxgb0bpOWXq2rEagr0jgk9IyOXLzBUdvvSAtU5z0WpiZ8G3d8vRqWg0/t4Lom1KlIj41gyhJGlESacEyKY0oSZrWBFEfXOysNEQonxT5utjj7WSHraX+yYwgCKRl5+pEiPKJUVahSfKnMDQwwMPeRitC5Otsj6OZEZVL+v9LfL4Wf4X4gPglng4JYf716yRnize2XpUrM6lBA2zN/7kIyj+JPKWSt4lJaiIUx/PYeMJT03TGmRoZUd7NVZMiq+Lpjo/d30uR5cjl3HwfztnXIVx/F0auouCHFeDsSDs1CSrloj9SoHkPCgUvouK5/zGKoI9RPI+O05m5+DjaUTfAh9olRCLkYqM/WpAgzeTuuwhuh4Rz712EJkRrZGhA26qBDGhSizIeBamd9OxcTj4I1psG6924GrVK6ZZ9yxVKrjwN5eC1Z7wMK3AhbVw5gFl9WuFgLabawuNSmLHlLCGRYji6R/OqjOreSG/oV6US2HfmIVuO3hW1PM62zBvejspldHVCickZDJm6n6SUTKqW92bVjG6aru/52Hc0iK17bmJsbMjaBT2opMel+emzCCZMOYxKJTB1UntatdCNrCQmpDOo31ays2QMGNKE3j/qbxfx9MFHJo/ch6GhAb/uHkSpIlx7nz/8yOSBOzA0MmTzHyPxLSJCk5aSSb+mS5DlyFmwfQA1iil/v3v+BfMHb8fBxYY9QXOLdWBWKpT0qzEDSWwqkzYPoGnXL+s9d+v4Qxb8sB5XHyf2vFn1/3y6qzDpcfJwYOWl6XiU0P2ucjJzGdZoHolRKXQa2oyhC7rr3d/7l1H80n4lgiCw/I9fqFhbdxIgz1PQu74YEVqyZwhV6mqPGfjtGmIiJMzb0EfHDiFFkknPdqswMIALQbN09r1u1XlOHn9Ml+9rM3yUNmlSqQR+HrWHd6HxdPy2GmNGtdLavvvQXbYfuIORkSHLZ3elZlV/APYeC2Lz/lsYGhqwaGJHGtYS/a7WH7jB/rOPMTYyZO7wdjSuWapISw6FQsnVx6EcuPiE12EFBQc1ynrTq2V1GlQJwMjQkNw8BecfveXA1ae8jymolmpQsQQ/NKtG7bK+xZ6TgiAgSc/SIkWRSWlES6Ri1OYzqSx7K3O81dGaADcnAtwdCXBzxNvZvsj3JggCKVk5RCQVjhCJBClCkqaZcH4KpSyXt+v/1fh8NfKJz/0PodQJKN58TR/ScnJYeusWv78SvWhcrKyY3bQpbUqX/q+44KXl5PIiroAIPY+N19v41NHSQitFVsXD7S8TvKy8PK6/C+Ps6xBuvg/X6kVWxtWJtuUDaVehDP5OxVfeAOTkyXkaGUuQmgi9jk3QEjcDBLg4UletD6pVwht7S93KBqVKxYP3Uey4/kjjAg1ik79BTWtRvYSX1tjbweEcuPmU+yEFY0t5FFSD6QsFB0fEc+jaM84/CkGhVOFiZ8WC/m2pFShWq+TJFWz44zYHLj4BoLS3MwuGtifASz8ZfPU+jlkbzhKbJMXI0ICBXb7hp+9q6+iEPkQk8fPMg2Rl59GsXiBzx3TQEiALgsCcZae4dicER3tLflvdV28ri917b7Nr7x3MzU3Y8utP+PrqHtfFcy9YtvgUxsaGbPxtAAF6RKsAC6f/wY1LrylfyZtVv/UvUhA9d/R+7l17Q51Ggcz9teheV1sWneL4rttUrFmC5QeGFTlOIVfSt85sUpMymPnbQOoVU4IPsH/FGfYtPUXFuqVYfurLmiHKcvLo4T+SnMxcVl+dSfk6pb/odf+NSEtMZ3L7JYQHR+Pk4cCyc1PwLqLL+taZRzi2+QquPo5svjlLrwO2IAhM6LKW4EdhNOlUg8nr++rd1/2rwcwdthtHVxv23JimFRFKS8miZ5PFABy5NU3Hx0eals33rVYAcP7+TJ1z7/LFlyxZcJKy5T35dbOuSczTZxGMm3QIQ0MDdv42EN9CaV1BEFi4+iwXrwdjbWXGxmU/4O/jhCAILNtyiZOXX2BuZsyvc3tSrpQ7KpXAjF9Pc/VBKAAOtpY0r1OG1vXKUrGUR5H3kJcfYjl46SlXH73TXO+8XOzo3rwa3zWsgLWFGYIg8DAkigNXn3Lr1UeNR5GNhRleznZ4Odvi6WSHt7Mdns7i0sPRRq/WT+vzy8olUpImRoeS1Us1QcoXUuuDsZEhfi4OGiJUwt2Jkm6O+Lk6FKvtEQSB5IxsMX32KSmKi+fJikn/Ep+vRT7x8Vu2gO+r1WB83fq4W399c8/7UVHMuHyZsFR1yW5AAHOaN/8qs8P/BAiCQGSalGeFiNCbxCS9KbIAJ0dq+XhRV9393cX6y8r8CyNTJuNyyAfOvX7HnQ8RyAu1fyjv7krbCmVoW74MPg7Fe9ho9pcr43FEDPc/RvHgYzRv4xMpfLYbGECguwt1SohEqKa/l45p4evoBHZcf8SlF6Eab5yqfh4MalaLRmUDtC6URaXButStSPci0mDvopOYuv0sYfEpGBjAwDZ1GNK+rmY2dOdFGHO3nyc1IwczU2PG92pCp0aVitTyLNt1hQt3xQah1cp6M/fntjqOzI9eRDB+0R8oFCp6fVeTkX2baG3Pyc3j54n7+RghoXwZD9Yt7qlzAVQqVUyc+jtPn0VQwt+Zjet09T6CIDBr2hHu3QmlZClXft0yQKvnWD4kiekM7L6RnOw8xs/8jtbfVtUZAxAdLmFol3UoFSoWb+1Ptbr6U4CSeCn9my9FIVeyfP8wKtYqWluzfdFJjm66Qu3m5Zm7a2iR40Ds09W36jRUShWbbs4strVCYSwdsJmrh+/S6edW/Lzixy96zX8b0pLSmdxOJD2O7vYsPz+1SNIT8jSccW2WolIJzDs4klp6IoYAV489YvkvezG3NOW369Nx9rDXO27p+INcP/WMjj/VZ9h07ZTlvWtvmDt6P74lXdl6TFfEnpmRS5fmywA4c2e6zvkZG5NK314bMTEx4sS5CXp7yU2deZT7QR9oWL8M82Z31tqWJ1cwdsbvvHwTg6e7HZtX/Ii9rSUKpYrJi//k/rNwHO0t2broBzxc7cjNk7P59zucux2MNLNg0unhYkvLuoG0qleWUj76xfXxKRkcufKM4zdfkK62lrAyN+XbBhXo0aKaxgwxMjGNw9efcuLua7Jl+qMnIF4fXeysRWLkZKshRJ5Otng52+Fip+u0XBhZuXlEJ4sps/DEVD7EJxOWkEJYQkqR6TNDAwO8newo4e5ICTdHSro7UsLNiQA3R6w+099OKpVib2//L/H5WuQTH99lCzC0MMfC2Jgh1WoxpHotLE2+3CMARE3LxqAgtjx8iFylwsrEhLH169O3atWvNlv6GihVKtJlMqS5uaTLZAiCQFmXf66UXaZQ8EaTIhOjQ5FpUp1xJZ0cqesnkqDavt44WRbtZ6MP0pxcLod84OzrEO59jNRq/ullZ0slLzcqe7pT2cud8h6uX9ScNS07l0fh0WoiFMX7RG1dj5Gh2IW4ToAPdUqIEaH8BnuRkjR23njE8YfBGuJX0s2RAU1q0a5aoFalVnp2LieCgjl068vSYDkyOct/v87xu2KksGpJTxYOaIuHo/jjlUizmLPtPEHqyo5mNUozvV9LTZPTT3HudjDLd10hO1eOrbU50we1onFN7Qjm+Ruvmb/+HABjBjTj+3ba5d+x8WkMHreXjMxc2rWoxORRrXXIVkpKJoN+3kVqahbt21Zmgp6KnNSUTAb+tJV0aQ69+9RnwOAmeo/56P57bF17CTt7S3YcHaHTWiAfm5ac4cSBewQEurP+0PAinZnXzfyDc4cfULNhGeZvH6h3DED0x0QGN16IoaEBu+7PwaWIm2s+FvTbwp0zT/l2YBOGL/kyzc79c0+Z3W01ju727Hu3pshj/m/F15AehVzJLy0XEfY6hiZdazF5s/7vJjszl8GNF5KSmE6/yR3oMbKl3nG5OXn0+mY+udl5rD4ygrJVtPvzbV99gSM7b9G2a01Gz+6k8/qc7Dw6NlkCwKmbU3W8ogRB4PuOa0hLy2bdxp8or8fAMyw8iUHDdqJSCaxb/QOVPnGVTpNmM2ziPmLjpVQu78Wq+d0xNTEmKyeP4TMP8j48SUd3p1AoefA6kot333Lz8XuyC7XWCPB2ouU3ZWn1TSBeepydc2Ryzt4N5tDlp4THiQ7JBgbQqKpYDl89ULz+yOQKopPSiElOJyZJSkyylNjkdKIlUmIl0mJJEYh2HR6OtnoiRrZ4OdkVeX1SqQTiUtP5GJ/CRzUR+hifzMeElGJTZ2721gS4iySoMCnKlwj8K27+i8j/4G6FhrD2+WMexYmlga6WVkyo24AuZct/NWkJTU5m+qVLPI4V91XZzY2FLVtS3rXoKhK5UolUJiNDTWCkublIZTLS1Utpbi7pamLz6fOZebqiMDMjI6p7elLXx4e6Pj5Udnf/RwTL+UjJzuFpTCxBkdHcj4jibWISn55UZVycqOPrQ11fH2r7en9V9VhKdg6X3oRy9vU7HkRE6/TDMjQwoLSrk4YIVfZ0p5Sr02ebuSZlZPEwLFpMjYVFEZmcprXdw86GQY1q0aV6BU34NSk9k323n3L43gsyc8XP2t3ehp8aVadrnUpYFkprFZcG692oGu1qltVKg114FMLC/ZfJzM3DxsKMWX1a0ryamBpRqQT2X3zMhj9uo1SqcHO0YcGQdlQtoz/qEBmfyqwNZ3kbJpbUd2lehV9+aKTpCQSw+4/7bD14GwMDWDihI40/ScM8eBrGpLl/oFIJjB3Wgs7tqun8n8dPw5k45TCCANMmd6Bl8wo6Y25ef8O8WX9iaGjA2o0/Ua687jErFEp+/mErEWFJdOhak18m64qmAdLTshnQfhWZGbmMm9eZVp1q6B0XF5nMoFbLxZvRn6MoXYzj9MRu63gV9IG+E9rRa7RuNVthPL3xhmnd1mJpY87+l0sxt/p8WxN5noKeJUaSmZbN8vPTqPyFJoj/DUhLSmdK+6WEvY76LOkBOLzmPLsWHsfW0Yotd+YU2e9sx+KTHNl4BQ8/ZzZfmarTOT0f1049Zdn4Q7h7O7LjyiQdcj7up60EP41k3PwutNLj7STLlfNtIzEVdvzaZCz1fJ8zp/zOvbuhDBvRgm499LfiWbH6HGfOvaBCeU/Wr/5R5zjCo5IZPmk/mVkyWjUpz/Sx7TAwMCApOYPBat1dtQo+rJ7RTSfqlCuTc+dZGBfvvuHu83DkhQo6KpR0p1W9srSoE4iTvXaUXaUSCAqO4ODFJ9x7Fa55vrS3Mz1bVqd13bJFppUEQSAtM0ckRRKp+EiWEpMkkqP4lAxNa5+ikJ9G83Syxc/NgTJeLpT2dsbX1UGvvidfT/QxIYWP8WpCpCZFxaXNHKwtCHBzxNPWnIX9O/5LfL4WhRmjjY0N5z6EsuTuTaLSxVl7eWcXpjdoQj3vr+v6rRIEDr18ydKbN8nMy8PIwIBvy5bFyNBQQ2KkhaI0hSue/iosTUywNTMjT6kk5ZNSdnNjY2p4elJHTYQqubn9o0QoLSeXB5HRBEVGERQZTUiStgW5ARDo6kJdX2/q+vlQy8frizVCmTIZL2MTeBkTz4vYBF7ExJOQkakzzsLEmAoeYlSokpcblb3c8bKzLVZrFZeWwYMwUR906104yVnij83Z2pL+DWrSvVYlrNTW7Bk5Mn6//4K9t54gUf8o7SzN6V2/Kr3rV8XhE0+gD/HJHLr5TMsUMT8N9mOT6hq31eikNKbtOMercFGw+H2jyozt2lhjR/86LJ4ZW84QnSjF0MCAQR3rMqBDHb2EXK5QsvnIHfafeQRA+ZLubJj6PRbqWa0gCCzfepkTl55jamrM+tndqRioLYo++OcDNu26gZGRIWsW9KCKnh5JO/fcYs++u6LeZ8NPWjqHfCyad5yrl1/j4+vE5u0DNa64hfH8cTgTf96DgQGs3zWIMuX0Gzn+secOv604h6OLDTtOjy3SpXnZhENcO/mU+q0qMqMYTdCVPx6yYsw+3Hwc2XF7ZrH+PyqVisF1ZxMblsToVT/SRk9ptT6s+nkbF/bcpP2gZvyytt8XveY/HZ+SnmXnpuJTpmjSE/MhgZ8bz0cuUzD+13606FFX/7iwRIY1X4JCrmTOzsHUKSIVJs9T8HOH1cSES/hxVAt++ER8nJenoGu9BcjzFGw/NQYvPb5TCoWSdvUWAvDH5Yl6I40H9t1hx9brOkaGhSFJzqBPv9/IlcmZM7MTjfWI6h89C2finKMoVQIDe9fnp55iCfz7cFF3l52TR5tG5Zkxqm2R16mMrFyuP3rPxXtvefw6SjMJNDQwoHp5H1rXK0uTmqV0KjvDYpM5fPkpp+8Ga1zYHWwsaFglAA9nOzycbHF3tsHDyRZXB5vP9jlUKFUkpmUQIykgRppoUbKU5PSiiYqJsRElPZwo7eVc6OGiKcnXB2lWLh8TxFTZBzUpCktIITalwOhWKcvl9ZZ/xc1fDX2hMplSwZ4Xz1j/8D4ZeWIYrrl/AFPrN6akw+cNCwsjITOT+deucS409IvGW5uaYmdujp2ZGbbm5tiamWnWCz9vZ2Ym/m1ujo2ZGbZmZhoiIwgC71NSCIqK4n5UFEHR0TpEyMLYmBpeXtT18aGOtzeV3Ny+qNfUlyI5O1tNhMSI0Idk7QZ1hgYGlHdzESNCfj7U8PbExuzLG4QmpGfyMjae5zHxvIiJ52VsAll6Il+OlhZiREgdFarkVbRvUa5cwZ+PX7Ht1iONgaK9pTl961Wnd50q2KpfJ3Y4DmbH9UdEqdNaFibGdKlTkX6NauDxSa8wfWkwO0tz5vVuRZNKomZFrlSy8eRddl8UCUspL2eWDGxHgIdIKLJy8li+/ypn7gYDUK2MF/OGtMPdUf/sOehlODM3nCU9M5f6VUuwdGxHzYVNoVQxbdlx7jz+iJ2NBZsX9sK3kBmiIAjMW3GaK7fe4mAnip1dP5mlK5UqJkw5zLPnkQSUcGHjuj46xCY9PYfBP20lOTlTb4VMPhbP/JNrF14RWMGTtdsH6tUQ5OUpGNJxLfExqcWaGkaExjOs/WoANp8dh18p/eLq3Jw8fqw5i6z0HBYdGE61YirBAI5uuMj2OX9Suoov6y5PK3ZsPh5ffsm0jsuxc7bh4Id1GH1Bx+v/ZEglGUxut+SLSY8gCEzpvJoXd95RrUk5Fv7+S5E393ybgZpNyzFv99Aix53Yc4fNC05i72TNtksTsfpEIB38PJJxfbZi52DFoetT9O5HpRJoU3c+AL9fGI+9g642sTgjw8LYsfsWe/ffxcvTgV3bBuptg3Hy/HNWbLwovs+J39JcHf0LehbOxEV/oFQJ9P/+Gwb10F8FWRjJaVlcDgrh0r0QXr0vqBI1MTaiXhV/Wn5TlgbVAjAv9FuUZuZw4tYrDl9+qimH/xRGhga4OFiLZMjJFg8nWzycbTV/uzvZfNZcMEcmJzZZqkmjhcWnEBqTRGiMpMgUmpOtpYYE5ROiEu6OxQqss2V5Gv3Q2/AYJnVv9S/x+VoUlyNMyclm3cP77Hv5DKUgYGxoSO8KlRld+xscLb5Ov3IzPJwH0dFYm5pqERdbNWnJJzCfS9X8FQiCQGhysoYEBUVFkfpJ5ZaliQk1CqXGKrq5/aPHkpSZRVChiFBYSqrWdiMDAyq4u1HXz5u6vj5U9/b8Ig1PPlSCQJgkhRex8byISeBFbDwh8UlaYul8+DnaU8nTncpeblTx8qCcu7YeKk+h5NTzN/x286EmFWZtZsoPdavSt151TWRHqVJx+eV7tl97SLC6l42xoSHtqgUyoElNSrlrzzaVKhW3gsPYfO4+b9Quqr0aVWXsdw01F5V7wRHM3HWelIxszE2MmdC9CZ3rF7RHOXsvmKV7rpAtk2NrZcb0fq1oVkN/1dDL0FhGLjqCTK6kc7PKTOrfXLOfnNw8Rs4+zNsPCXi62bF1UW9NP6H87SMmH+B9WBJlS7uzfnEvnTL45ORMBv+8k9S0bDq0q8L4MbqePEH33jN98mEAVqz9karVdPsyJUsyGPj9BrKz8hg7rQNtO+lvPXH55FNWzPgDW3tLdp4dp3PTy8f8EXu4e+k1zb6rxsQVRWtyNkw/wuk9t2n0bTWmbuxX5DgAaXImfapMQS5TsPbSVMpULbq/VD6UCiW9Sv6CVJLBohMTqdFCt+XHfwu0SI+bHcvOTyuW9ABc2HeHNWP3YmZhwqabs/Dw1y/QfXDlNbP7bcXYxIhNlybrbV8BkJGWzYCWy8iU5jBqXhfa9dRNQR3ddZttq87zTdNyzF77Q5HH1qbufFQqgUNnx+HorNuupbCR4cGjo3Bx1X9Tzc6W8WO/raSmZfPLiBZ07qg/Dfvr9mv8fuIRpiZGrF3YkwplxcjmqSsvWbLpAgC9vqtJo9qlKV/KXS+B+hQxiWlcuhfCpXtv+RBdoF20NDehUY1StPomkNoV/TT7UiiU3H4RRmh0EvGSdOKSM4hLlhKfnFGsmWE+HG0t8XQuIEafEiR9jVVBre9JSSc0RqIhQqHREiKTUtHHRIwMDfB3cxSJkHcBKXK1t9Yhsv9qfP4ivuSD+5CazOI7N7kS/hEAG1MzRtasw09VqmFm9N/X81UlCIRKJNyPjuZ+VBQPoqN1StitTEyo6eVFHR8fvvHxobyr6z9KhOIzMkUSFBHN/cgooj4RSxsbGlLZw406an1QeTdXHPWUoRcHmULBm/gkXsTE8yI2npcx8YSnpOmMMzY0JNDNmcpe7nxbsSw1fEU9ikKp4vyrd2y98UAjirYwMaZH7Sr0b1AdFxvxgikIAvdCI9lx7SH33xe0JWlSPoABTWpqlcKDmI5ad/oOe649BiDQy4VlP7XD302MuiSnZzFz1wXuvxGFzS2rl2bGDy2wURuDRSemMX3LGYLztTxNKjO2R2OtWV4+rj8MZeq6UwgC/Ny9AT99V+BFk5KWxdBpB4hNlFKulDvr53THolAVRWx8GkPG7yU9I5e2zSsy5Zc2OheeR4/DmDTtdwQBFs7tSr1vdC0hVi0/w9lTz3Bzt+O3XYOx1NOU9c+D99m8+iK2dhbsODICW3vdiYVSqWJYl/VEhSXRZ3gzfhim3xk49FU0v3RZj6GRIdsuTMBDT9k9iF2/R7VdjrGpEfsezsPuM01Flw/fydUjQbTqXY+xa/WXWX+KdaN3cWbbVVr3bcS4TYM+/4L/QEglGUxuv4SwVyLpWXpuKr6B+lOS+UhJkDK0/lwypdkMmtuVrsP1R/vyZAqGt1xCTFgS3YY1Y+D0jkXuc+uiUxzbdRu/0m5sODFabwRt3tgD3L0S/NlWJ+3rL0QuV7L/1Bhc3PRf9/ONDGfO7ULjpvrNBQFOnHrKmvUXsbOzYP+uoVjp0QwplSpmLD7BnQfvcbCzZPOKH/FwEys+tx68ze4/7mvGWpibULW8NzUq+lKjkh+l/FyKraQCeB+VxKW7IVy8/5a4pIJUkJ21Oc3qlKHVN2WpUsZL735UKoFkaRZxyenEJ6cTKxGXcckiOYpPTifnM6JnAFsrswIy5GSLr7sDZf1cKe3joqUzzEeOTM7HuGQtQvQuOon0bP1iZ1tLM63IUGlvF1ysTHB3df6X+HwtvoYx3o2OZOHt6wRLkgDwsbVjSr1GtC353+HZUxRUgsA7iYR7UVEEqYmQVKZ98lmbmlKzUGqsgqvrP1qpFitNF9NiajIUk56uM8bJ0pLSzk6UcnaklLOTet3pqwhRWk4ur2ITeB4Tx8sYMVWWkq2dBqzt583PDWvzTQnR6EulErj69gObrwcRHCtGakyNjehaoyIDGtTEq1Bq62VUPDuuPeTyq/ea2Uz1Ep4MbFqLRmVLaJ0nt4PDmLH/AqmZOZibGjO1azM61imv+Z97Lj9i44m7KFQqPJ1sWTSgHZUDxFm2XKFk87G77Dn3EIASnk4sGtaOUt66s+rfLz5l1Z5rAMwe1oa2DQrcaCNjUxg2/SDSjBzq1whg0aROWrn+R8/CmTDnKCqVwOghzenaQTcas2nrVX4/+hAHByt2/jYQu080E9nZMob0+434eCltO1Rl/KT2OvtQKlQM77uVsPeJtOtcnTFTO+j59uDmhZcsmngYS2szdp8br+PRko8ZA7fz+NY72vWsw6h5RbebGNVuOe9fRjNkdmc6D2pS5DiA10HvmdBhBWYWJux7uRTrIv53YTy/+YZJbRdjbW/JobBftdoq/DdAKslgSoelfHwZ+cWkB2DRwK3cOvmE0lV8WX1+cpFpvt83Xmbn4lM4uNqy7cZ0LIuI4sVGSBjabhUKubJIk0pBEOjVdAlpKVms3D2YCnqii/n4tuEiZDIFe47/grunvd4x+UaGXbvX5uciKsxAjKQMGLKDqOgUfuj1DYP6N9I7Ljsnj1FTDhIalkgJX2c2LO2NtZXot3Px1htuP3zP41dRSDO0r0d2NhZUr+BDjUq+1Kjki4+HQ/E9D9/HcfHeW64EvSNFWqC7cXW0pmXdQGpU8MXN0QY3Jxus9UxC9O1TmpVLnCRdQ47i1OQoVv13fim9PhgZGuDv4UhZfzfK+blR1s+VMr6uWOiZqAmCQJI0i9BodWRITYrC41P1CqtV8lyeb/9X4/PV+FrnZqVKxZ9vg1lx/zaJ2WIPqZoenkxv0ISqbsWHfv83oBIE5Crl34pEqQSBt0lJBBWKCKUXQYQquLpS1sWFQGdn/Ozt/7GoUFSalPsRUQRFRvE4OpZoqS4RysffIUSCIBArzeBFbDw334dz6sUbTXqsipc7PzesQ5PSImERBIFboeFsuR7E00gxv25saMh3VcsxqFEt/J0LDBfDk1LZef0RJx+/0ZTCl3Z3ZkCTmrSpWkajp0qSZjJ933mC3omRonY1yjK9ezONt9DLsDimbT9LTLLYzHT4d/X4qWUtzcwt6HUEs7edJ1mahamxEWN6NqZb0yo6F8Z1B25wQO0Qu3piF2pVLBDrv3wbwy/zjpCXp6BTqypMGNxC6/WHjz9kw47rGBkZsnp+d6pW9NHad16egiHDdxERmUzTxmWZpWfW/vxZBON/2QfAwqU9qKMnMvTyaQTjh+7GwADW7hhI2Qq6lWAqlYqRPTbyMSSeHgMb0X90K50xAK8ehjHxh80Ymxix88pknN31+0Cd3nObDdOP4FfGnU2X9WtC8iEIAsObLCA8OIZhi3rQcXDTIsfmQ6lU8WOZMaTEpzH36FjqttWtkvtPRXpyBpPbi6THwdWOZee/jPTkt/owNDJk7cUplKqsvzAkOV7KoMYLyM3OY8KaH2leRHNbgAUj93Ln4qtirQpiI5MZ0GE1JiZG/HF3RrEtRjo1XUJ2Vh47/xiJl49+3ebVy69ZNO84Xl4O7Nz/c7FRl9t33jFz7jFMTY3Zt3MwLi767yWJkgyGTdiHJCWT2tX8WTKrq9ZEQ6US+BCZxOOXkTx+GcnT4ChycrWjLS6O1hoSVLOSn45nVz4UShWPg6O4dO8t1x+9J1NPJMXS3BQ3JxvcHK1xdbJRr9uI62pypC+S/CmycvIKSJGaGH2IkfA2IpEUPaJnAwPwdxfJUFk/V8r6uRHo61pkuixPrlBrhiRaEaKk5JR/ic9fwV9tWZGVl8dvTx+x9elDctTtFzqWKcuEug3x/or9/BUIgkBiVhbh0jTCpamEp6USnpZGmDSVCGkaeUollVzdaODjRwNvP6p5ePwtIqRUqXgrkYgaoagoHsTEkCHT/RGZGRlR2tmZQGdnyjo7E6gmRM5f6eejD1l5eXxITuG9JJlQSTKhkhQ+SJK/iBCVdnaipLOjuO7ihINF0YQoTprB9nuP+P3JS01PsLJuLgxrWJtWZUthZGgoOqKGRbP5ehD3P4qExdDAgLaVyjCkcW1KuxVoexKlmey99YTf77/U9KLxdLBldNv6tK8mihyVKhW7rjxiw9m7KFUCPs52LOnbjop+Yj+vjBwZC/df5uLjdwDUKevL/H5tcFZrclLSs5m34wJ3XoQB0LhaSWb0b4W9dcH7VKkEZm44w5Wgd1hZmLJlVg8tU7Tr998xY+VJBAGG/dCQPp0L9BOCILBg1Rku3XiDvZ0lv63qg9snF/aQd3EM/2Wv+H+mfUezJrqpgY3rL/HnkQc4OVnz2+4h2Oqpplk25ziXz76gTDlP1u4YoNf/5v71t8z5ZR9m5ibsOjceByf9KaoJvTbx+nE4nfs1YEgRvb4ypdn8WHMWslw5q06MpVx1f73j8nF6x3U2TD6ETxl3ttye/UWR3k0T9nF800Wa9ajH5B1Fu0r/J+Gvkp6sjByG1p9LclzaZ5u7Lh+9l6t/PqJcDX9W/Dm6yMq6lw8/MumHLRgaGrDx1Bj8SrvrHZevAStf1ZdVe4YUe5xdWywjIz2X7UeG46On8gtEv58eXdaSnZ3HstW9qV6jaFNMQRAYPf4AL19F06Z1JSbr6WeXj5D38YyaeohcmZzO7aoxdliLIscqFErefkjg0csIHr+K5FVILHlybTNZHw8HkQhV9KV6RR/s9VRKyfIU3HsexpWgd4TFJpOYnFFslKYwbK3NdciQq6O1SJKcbHBxsC5SjCwIAklpmbwJTyQkIoE3EeIyKS1LZ6yBAfi4OlDO35VAPzfK+bkS6OeqSfHrQ2RsAn5e7v8Sn6/FXyU++YjPzGDl/Tv88fY1AmKfq0FVazCsRm1sTL+8SulTCIKAJDtbTWxEghOmXkZI076q/N3C2Jjant7U9/GjgY8fgU7OGP6N1JxSpSI4KYnHMTGESCSESCS8k0g0BPBTOFtaaqJCgc7OlHVxoZSj4z9isJhPiEKTknmfLBKi90nJelNl+fgSQiTJzGLn/SccePhc81kHODsytEEtOlQsq4lsPYuMZcuNB9wICdO8tkX5UgxtXJsKXgUizfScXA7fe8HeW09JyRRnQN/VKMeMzs2wVJfLPwuLZeqec8SmpGNsaMgv39anT5MaGBqK0aYTd1+z7PA1cuUKHKwtmNevDfUr+APi+XLo8lPWH7mFXKHE1cGaeYPbUqNsQXRGlqdgzLI/ePo2BhcHa7bP6aU1Wzxy5glrdopNE2f90o7WjQpSYrkyOSMmHSA0LJHAUm78uriXThVXfom7rY05O7YOxOkTQiKTyRk2cDtRkck0bVGB6bM66Xw3qcmZ9O+2gewsGb9MbkeHrjV1xgiCwJgfthDyKprOP9Zj6CT9N5lHN0OYOWgHZhYm7L42FbsiOryvGLuPK0cf0rpnXcYs76V3TD6yMnL4seIUcrNlLDsxnkr1Pt+OIjgolLHN5mNhbc7h8F8xK2JW+58CHdJzbgq+Zb/MsXrDpIOc3nkDD38XNt6Yibml/vf6+uFHJnRZi4GBAWtOjaNMFf1RIZVKxZhuvxL6Kuazacu1845z7ugjuv7UgMHj9Te/zcf3rVcgTc1m68Fh+Jcs2l8tP91VXFl7PoLfxDBi9D4MDGDb5gEElNAv5ga4dT+UGYuPIwgUmULWB5lMzsuQWB69jOTxq0jefohH9UmLnlL+LtRUE6Eq5X2KjKJk5+aRmJJJQnIGiSkZJCRnaK0npmRomSgWB0c7Sx1y5ONuT6C/G66OuqJkiTRLJEKFCFFCSobefXu72lHWryAyVNbPFbt/DQz/Hv4u8cnHq8QEFt65wf0YMQLgZGHJmNrf0KZkmSIjHgqVioSsTGIy0omSSgnLj95I04hISyNTXny3Wi8bW/zt7PG3d6CEvYNm3cTQiKCYKG5FRXAnOgJJtnao0cnCkvrevjTw8aOKmzsl7B3+dim7ShCITEsjRCLhbVKSuJRIiExL0zE2BLGKq4SDgyYqVMbJCXcbG1wsLXGytPzbx/NXCJGLlSXtygUyuE5N3NTC5dTsHPY+eMreB89IzxVnSD4OdgyuV5MuVStojjM4NpGtNx5wKThUo+1pUNqf4U3rUNW3YKacK1ew49pDNl8OQiUI+Dnbs/yHdpT3FklSenYu8w5f5tIz0f6gXlk/FvzYBicb8Rz6GJfM1O1nCVU3H+zTogYjO9bHRK2hCIlIZPqWM0TEp2JgAMO7NKBf+wJBszQzh6HzDhMem0JJH2e2zOyhledfv/sah049xtjYkFXTu1GjUsENKT5RyuBxe5Gm59C6aQWmjdH2HpHLlYwYvZfQ9wl8U6ckC+d11bngvQ2O4ZcRu1EphSJFo8cPP2DjyvPY2Jqz/cgIveXGT+69Z9rQXZiYGrPj9Fhc9KSyBEFgdNf1hL6KoefPzfhprH6jwldBH5jYbR3mlqbsfzy/SJ1JPtaN38+5Pbdo0qUWk7cU7RBd+Dj6lhtHYlQyM/aPomGnolM6/9dITxY1PR9efD3peXk3lMmdViEIAov+GEO1RvpNG5VKFWO+Xcn7l9G06fUNo5cVXXl39cQTlk88jIWVGdsvTcShCPNDgKGd1xHxIZFZa3pT75Ou6p+iZ7tVpEgy2bRvCCXL6I8gAXz8kMCQ/tswMjLk4NFROBYRXczHnAXHuXEzhNo1S7B0kf4mrPnI98syNDRg8YwufFMzoNjx+pCZJePZm2gevYzgyctIPkRq+6cZGRpQrpSHJiJUoYzHF6WuQDxvM7NlJKRkkJicQUJyZsG6mhwlpWQgk+u2MyoMB1sLAv3dCPR3pVwJN6qV9cbORjfam5qezdvIRN6GJ/A2IpG3EQnESvRfrz2dbQn0c8XfxZoRPZr/S3y+Fv8U8QHxRLkc/oFFt28SLi0o1/a2saWquwdeNrbEZ2YQk5FBbEY68VmZOo7EhWEAIrkpRGrylz62dl9kQCgIAiHJEu5ER3InKoKg2GidaJGpoREBDo4EOjlT1smZMk7OBDo542lt87dF29lyOaFqEpRPiEIkEr2NUAvD0cICZ0tLXKyscLGyws/eHn97e/wdHCjh4PBVnj+F8SWEyNrMlGnNGtOtcgXN+8/IlXHg0XN23n9CqloMXd7dlcUdW1HWrWBm9z4xmd9uPODMixDNd9u9ViUmtG6o1RPs8cdoJh04R4I0EzNjIxb1bEPrKmUA8Tv7495Llv15HZlcibu9Db8O7URpTzEkL5MrWP3HTX6/8RyAmmW8WT7kW+zUBmY5MjkrD1zjxC2xHUafNjUZ2a2hRqMQJ0ln0OyDJEuzCPR3ZcX4Trg4iBd0lUpg9prTXL0bgrmZMXPHfkuDmgX9sZ68iGT8rN9RqgS+a1OFMUOaa5XehoUlMXTkbuRyJc2blmf8mNZYfDLj3LntOvv3iM1OfxnXhlafNApVKlSM7LeND+/iKVnGnRmLu+noMARBYNKA7bx8HE6Fan7M+7UPVja6hOXOhVcsGLUXM3MTZm3qS/X6ZXTGCILA4CaLiPmYSPNutRi7vFexnjvvX0QyqvkijE2MWHF6AoHVi06B5GPb9EMcWXOWcnVKseLCNIw/44nyf4HE6GSmd1pB5JsYHFztWHp2Cn5f2JvswcWXLBmyjZwsGS17fsO49T/pHZeTJWPNhIPcPP0UK1sLtt2cgX0RZOL+lWCWTzxEdqaM/uPb0H2ofk2VUqHk0LYb7N0oRisPXZtS5D4Brl14xYp5J5DLlWzcO5hSgcVrM4cP3s67kHjGTmxH+2+L12jFxKTSb/A2FAoV/fs2oM8P9YoVIi/79QJnLr3E3MyEQT82oGpFHwL8XT5rJlgUUtKyePI6StQIvYokJj5Na7uRkSF+Xo54uzvg42GPt7sD3h72eHs44OxQfB+uot5DWkaOOkKUWShylM7HmGTCopN1mkYbGEC5Em7UqeRPncr+VCzlUeT7lWbmaEhQ/jI6saACWJmXy9P90/8lPl+LfOIjSU3Byf7z3cC/BHlKJftfPefg6xe8T0nWG/HIh4mhIR7WNnjb2hWQG3t7Stg54GNn94+Xy+cplTyNj+NOdAT3oiN5K5EUGVmyMTUj0MmJQCcXAtVkKNDRGbu/2JU9H4IgkJCZqYkKvZNICE1ORpKVhSQ7W6tHV1FwsrSkhIP6syq09LO3x/wre6yBSIgeRcWw7vY9XsSJZeINSvixsE0LPO0KflDZeXJ+f/KSjTfvI82VYWxoyM8NazOkQW0tIhqZnMaWGw849uQ1ILbCmN+5JfVKFVSaSLNzmXroPDffiGmy0W3rM6hpLc2FMjRWwvidp4lITMXKzJTl/dtTv5y/5vVXn71n9u4LZOXm4efqwLqRnfBxsdds33PuIeuP3ALEXl9zB7fRlJWGhCcyZtkfpKbn4OpozcrxnSntJxI4WZ6CqcuOE/QsHAMDGPVTU7q3r645rpPnn7Ny00UEAWpV82fupO+wLlTCe/b8C1auOY9KJeDj7cicmZ20wv5yuZKZU3/n0QPRHqJt+yqMHNNaK3X2PiSOqaP2I03LxtLKjPEzv6NhM+3o0Ps3sUwauJ3sTBkBge4s2PQTjp9EBFQqFbOH7OLRzRCMTYyYtLInDfV0ZL9z7jmLft6FSqnim9aVmPLrT5iaF30eze+3mbtnnuHoZsfaS1Nw9ij+2hEfnsTP38wgOz3nP7JxadirKGZ0XoEkNhUnDwcWn5r0RaRHEASOb7nCttlim5MqDQOZvednvZ3Xoz8kMG/wdqJCEzA2MWL86h9poqelhFKpYt+6SxzaJBKZijVLsHDnQL1i5fjoFJZNO0rwM7E9zHe96zJ8iv6KwKzMXH5dfo4r514CUKGKD0t/7VNkawwQNTY9Oq9DKs1m0bIe1K6rK8r/FAcP32fr9hsAdO5Yg5E/Ny+SUMjlSqYvPs79Rx81z1mYm1C2tAcVy3lSMdCT8oGeOpWSX4r4JCmPX0by6GUkz4KjSUzWn04CMDM1xsu9EBlyFwmRt7s9Lo42X02KQLyWvI9K4m1YIiHhCbx+H6flOQRgZWFKzQq+1K3kT53Kfni6FN+QOiM7l5CIRN5GJPL6fSRLRnX9l/h8LfKJT8C6hQR6elHW0YVyTi6UdRQfLpZf33Fca/8yGS8T43mWEE9SdhYe1jZ42djgZWOLp7UtLlZWf0tvkw9BEEjIziRMmopUlkuAnaOYwjIsPiokCAIxGem8TZYQkiwhJDmJd8nJfEhLKbIvi7uVNYFOzpR2dMLVyhpHCwucLCxxsrBUr1tgbvz15APElFlqTg6S7GwkWVkkZWWRkJkp6pxSRZ1TUpauMK4wPGxstEmROkrkbWv72RSaUqVi58MnrL55lzylEitTU6Y2a0T3KhW1Zm5JmVnMOXOFyyEfAFEAvaRjK8q5a+sFgj5GMfPYRaJTxYjS9zUrMqFNI2zU0R+lSsXyUzfZd/spAJ1rVWBWl+aa1JU0K5dxO07x6H00RoYGTOnalO4Nqmj2/y46iTEbTxCfmoG9lTmrfv6OqiULbljn7r1h/s6LyBVKKga4s2JUR5zUouiYxDTGrThORGwKluYmLBjZnnpVxXC7QqFk1fYrnLj0AoAurasyekAzzczs1v1Q5q88Q65MTglfZ5bO6oK7a8EF6+XraOYtPIFEkomZmTGjR7akbesCwqFUqti/5zZ7d91CEKBEgCuz5nXBp5DnjiQxnUXT/+DVczF93LF7bQb/0kKrW/aHt3FMH7aLtJQsPHwcWbylH+7e2tGhvDwFKyYe4ta5lxgaGjBybmfa6um/dO/CSxaP2IVcpqBKvdLM2TkY8yLKfbMychjfbjkRb2MpU82PZSfGf1a7c/f0Y+b2WAvApG1Dad7r8069/xt4fvMNc3qsITs9B99yXiw8Nh5XH/2C38JQyJVsmHyQ83tvA9CmTwNGLO2FsYnub+zOueesHLefnEwZTm52TN/Sn3J6xMLpqVksHX+QJ7fFVG/HvvUZOKmdXhuAK6efsWHhKbKzZFhamTFyxrc0a19V77G+fh7JklnHSYhLw9DQgN4DGvLDgEYYGRcfWbl7+x2zph3B0dGKg0d/+ez4fPxx7BG/broCQPOm5Zk8oZ1OP658KBRKjp56wqNn4bwOiSUrW3ci6uvlSMWynlQo60nFcl74eTv9pehMgiSdsKhkouPTiI5L1SzjEqU6kZnCMDU1xsvNDh8PB7zc7fHxcNAQpK8lRUmpmQS9jCDoRTgPXkVodaQH8HV3oE5lP76p7E+1sj6adjv68K/G5y8i/4PzWTMPQz2tDJwtLDUkqKyaEJWyd8L8H+p8/jUQBIFUWQ5haamEpacSlpZKeHoqH6UpouBZoSeFZe9IoKMzgY4uBDqIERsv6+L7V4EYGfqYmqImQ+LjbUoSsRlFzxgKw8rEBMdPyJC4bqkmSRbqdfH5rxE6Z+blEZ6qrmRLTRXXU1P5mJqqU3ZfGEYGBnjb2eklRR42NloE9ENyClPPXuRpjFi2Xs/fl0VtW+JVKPojCAJnX79j3rmrpOXkYmxoyNAGtRjWsI5W9CdLlseaS3fYf/8ZAO621izq2pq6JQv0MwfvPGPxieuoBIE6pXxY1acDdupqBrlCybzDlzn5QGxX0adJdcZ2bKjxUUqSZjJm4wneRCZiYmzE3L6taFOrQF/xJCSaSb+eRJqVi6ezLWvGdKaEp0gw0rNymbb2FI+CozA0MGBsnyZ836qa5v0dPPmIjftuIAhQt1oJ5o3tgJWaDIS8j2fKgj9JTsnCztaCmePbU7tawc0sLS2bRctO8/CRGNFq3bIio0e21Ep9PXkcxqJ5J0hLzcLCwpSxE9vRrEVB01OlQsWuzVc5vOcuAIEVPJm3oqdWJVdsZDJTh+wkITYNRxcbFm76iRKf6DaUShUb5hzj3OEHAPSf0JbuQ5ronCMv7oUyZ8Bv5GTKqFK/NHN3DimS0MSGJTGm9RIyUrNo2q02Ezf2/+zvave8oxxYehIzC1NWX5lJySqfd4D+n8T1o/dZMXgr8jwFFesHMvvQaGw/Y+QIkJGaxcIBW3l+OwQDAwMGz+tKp6HNdd6/UqFk17IzHFWTgEp1SzF140846Cn3Dn0VzYJR+0iMScXMwoTRC7rSVE9qKSszl18XnOTaWZGUl6/qy6RF3XQIr/j/VezfcZMDO26hUgm4edgzZX5nKlT20RmrD3Nn/sGtG2/5vkcdho4ouvpKHy5dec3SFWdRKlXUrlmCOTM76aR9P4VKJRARncyrNzG8fhvLq7exRMak6IyztjKjfBkPkQiV9aJ8oIfmd/lXoFAoiU9KJzo+jai4VGLi04iOTyU6Lo3YRCnKYpyd80lRQaTIAR8PB0r6OeutMCsMpUpFSFgi91+GE/QiglfvY7UImImxEVUCvahbyY86lf0p5eOsdY79S3z+IvI/uNdREUQrZLxNSeJtchJvU5IIk6YWKcwNsHfUEKL8CJGH1d/XxABk5MkIl6byUZoqVnNJUwiTphEmTSE9r/gbu4+NHbZm5nxISyariMovaxNTyjg6q4mQC2UcnSnr6Iyj+efLztNlMkJTRCL0MTUVSU42KTnZJOdkk5KTQ0pODnmq4sVu+mBlYqIhRo4WFjhrCJMlzpZWlHRwpLSjY7GRJEEQSM3NFSNDamKkWU9NLbLqDMRqPH97e36oUoXeVapgaGCAUqVi96OnrLp5B5lCiZWpCZOaNqRn1cpaJEmSmcXcs1e5+PY9AGVcnVnSsRUVPLSt9x+GRTPj2EWiUqQYGRow89tmdK9VEAW5+SaMCfvPkC2TU8LVkY0DOuLjZK95b9suPeDXMyIBaFqpJIv6tMVSHf7PkcmZsfMc156LEajh39ZjYNvamvMxIj6VMWv+JDpRirWFGctGfkutciLxkiuULNt5mVM3xLRc91bVGP1jYw2xuhEUyty1Z5DlKSjp68yyqV1wV9+4EpLSmbbgGKFhiRgYQN/u39CvZz1NGbpKJXDg8H127hZvPH5+Tsyd2Qk/34KIQrIkg4XzjvNCna7o0LE6w0e21EpBBN1+x7I5J8hIz8Hd056Fa3trlSEnJ6Yzfdhuwt8nYG1jztxf++gY2AmCwO5VFzi8RTRz7DaoMQMm6jaHfPMknOm9N5KTJaNmk3LM3DaoyHTIs1tvmf79OlRKFQNmdeb7UcV3elcqVczutoqHF1/g7u/C+ltzv4ho/E/gj3Xn2Dr1IAANOtVi8vahmJp/vuIs+kMCc3pvIOZjIhZWZkzZOojarXTbcaRJMlgycjfP74jRm65Dm9F/Sge9+qkLRx6wYe4J5HkKPP2cmPFrH0ro0d6Ev09g/tiDxERIMDQy5IdhTek5sJHefcbFpLJ01jGCX0YD0KJtZUZMbFNkq5NPIU3LpmfXdcjlSrbuHERAEa00ikPQgw/Mnn8cmUxB+XKeLJ7fTa+NQ7HHkZ5DcIhIgl69jeXNuzhyP3FSNjCAEr7OGiJUsawn3p5FGx1+DRRKFfFJ6cTEpxJVKEoUHZ9GbELRpMjAAAID3KhTtQR1q5WgfOmitTz5yMyW8eh1JEEvI7j/MlzLhRrA2d6K2pX8qFvJn9qV/DAU5P8Sn7+C4hhjjkLOuxQx0vFGTYjepCQhlekX5tqamlHWyYVyhSJEgQ7OWJroXkxyFXIi0kXvnfyHSHZSkOQU3eUWwNPKRqzisnWghJ0jJewcKGHngLdNgeBZJQjEZKYTkpJESIqEkBQJ71KT+JCWord/FRREtwIdnQl0EJelHZz0Hn9REASBjLw8DRlKzslRrxcskzVkSXyuqOP5FIYGBpSwd6CskzNlndUROCcXvGw+TzjzdUX5UaKw1FQi1OuRaWlax1DP15elrVrhqT4fwlJSmXr2Io+jYwH4xs+HhW1b4mNvp7X/c8HvmHfuGqnZORgZGDC4fi1GNKqDaaFoVnaenLknLnPq+VsA+tWvwfjWDTQk421sEiN2HCdBmomjlQXr+n1HVf+CqrBzT0KYtf8CeQol5X1cWTu4I67qLu9KlYp1x26z97LYCuPbuuWZ8UMLTdosLSOHCetP8Px9LEZGhkz/qSXfNqigOf69px6y8XcxbVG/WgDzR7TDUn0jfPM+jslLjpOcloWTvRVLp3SmXCkxqiKTyVm37SqnLogz8GqVfJk1oT1ODgU39GfPI5m/+CQpKVmYm5kwbnRrWn4S2dm98yYH9t4BoFRpN2bO7YJXoVl8TFQK08ccIDYqBRtbC+at7EGFQmXQGek5zB65l+BnkZiZmzB9ZU9q63H4/WP7TbYtPQNA6261GDW/i45f0KugD8zosxlZTh51WlRk+pb+Rboun9p+nY1TDmFgYMCcfcP1koDCSE/J5JdGc4gLS6Rq4/J0G90Wr9LuuPm56PUt+qehUqn4bepB/vxV7BHV8eeWDF36wxf976c337JowFYypdm4+jgyZ98ISpTX1QK9fRrOwqE7kcSlYWFlxtiVvWmoJw2VJ5Ozaf5Jzv8uRuLqNCvHhGU9sNZDDq6fe8Hq2ceQ5cpxcbdj6vIelNdTBi8IAlfOveTX5WfJzsrDytqMXya3p2lr/R3f9b3+zq0QNqy7RFJiOiVLubJlx+Aveq0+vA6OYerMo2Rk5OLn58TyRd2LNDj8EiiUKj6GJ/HqbUFUKC5BqjPOzsZCTYTEFFnZ0u5aLWn+CSiUKhIk6SIRiksjKj6VmDgxahQVp92P0drSjFqV/ahTrQR1qvoXabyYD0EQiIpPU0eDwnn8JopcWcHk1cAAAjxsOLB8yL/E52vxtVVd+VqaN+qoUH6E6ENaCgpB9wZuAPjZ2lPW0QVHC0si0sVy9djM9GJFz84WlmpC44i/nQMlbO0pYe+In609Fn9RPwNiCitcmsrblCTepUp4myLhXUoSkRm6P5z84/e1taeMgzNlC0WH/O0+rx/6EuQTpcJkKD96lP9cQlYWIclJOo1V82FjakqgkwtlnZ3F6JuTC2WcnLH+wianCpWK2PR0rnz8yIrbt8lVKLA2NWVGkyZ0qyBWdilVKvY+fsbKG3fIVSiwNDFhYpMG9K5eRSv6k5KVzbxz1zgXLJoNlnZxYtF3rajsVZB6EQSBzdeDWH/lHgDNypVk2fdtsVQLjxOlmYzceYLgmERMjY1Y2KM1basW3MCfhcUy5reTpGbl4G5vw/ohHSnjVSAePnrzOUsPX0OpEqhR2psVQwsqvmRyBfO2X+DigxAABnSow7DOBZUnV4LeMW/zOWRyJWX8XFgxrpPmAhWflM7ExX/yMVKCmakxc8a0p1HtAh+bi9eDWbnxIjm5chztLZk5vgM1CqVyUlKzWLjkFE+eij3I2retzKjhLbREzQ+CPrBkwQnSpTlYWpkxYXIHGjUpSNulpWYxe/wh3ryKwcTUiMlzO9OoeSG/oZw8Fo4/xMPb7zAyNmT8/C56dR8Xjj5k3QxRkFu/VUUmreqlpR0CeHbnHbN/2kqeTE79dlWYuuEnvZEFQRD4deIBzu6+hYW1OavPT8LvM2Z/H15EMrbZPGQ5BXoOE1NjPEq64VPaHa9S7niX9sC7jAc+pd2x/cxN4kuRJ5OzYshWbhwNAmDQgh50G9PuiyIDZ/fcYuPkgygVKsrVCmDmrmE4fNK8UxAEzu67w+bZf6KQK/Eu6crM3wbiq8d0MCEmlYWj9hH6KhoDAwP6jGlFj6FNdIwMFXIl21df4Ng+MdpZtU4AU5b2wF6PL1NmRi7rlp7h+kUxelmxig+T53XGzcP+iz6f2NhUNqy9SNA9MXrr7m7HjLldKFvu8+aNxSEsPIlJ035HIsnEzdWWZYu74+ujv4fcX0Fyaiav38ZqiFDI+3gdo0MjQwNKlnClpL8Lbi42uLnY4e5qi6uLLa7ONjpNiP8uJKmZPHgeTtDTcB48Dyf9Ey1PgK8zdar68021ACqV9Sy2IzuI7s0v3sVq0mKhkUko5Lk8/v3fqq6vxj9Vzi5TKviQlqJJk71JTuRNSlKx0RtbUzNNtCaf4ATYOeBn54DtV5ofSvNyCU5J5HVyAkm5WQTYOlDG3oXS9k5Ym3x+X1nyPEJTkwsiRKnisqjjNzU0wt/OAQdzC7HTvKk5dmb5DzPszMyx1fPcXyVLgiCQlJ3FG4lE/IyTk3grkfAhNbnIiJGvrZ06MuQsRoecXfC1tSu2x1hYaioTz5/naZyo7WkWEMDCFi1wtRajFxGpaUw9e5GHUTEA1PbxZlG7lvg52Gvt58KbUOaevUpyVjaGBgYMqleTkY3rammZzjx/y7Q/LyJXKinv6crGHzviaiv+n+w8OZP3n+VasFjt8Uub+gxuVlDxFSVJY+SW44QXUfF1Nzicyb+dISs3D383B9aOKKj4UqkENh+7w84z4iy7dd2yzOzfStMh/tX7WCauOklqejYuDlasGN+ZQH9RtJ2VLWPmqlOaiq8RfRrT89uaBSm16GRmLT1JWIQEQ0MD+vesx4/f19VEE5RKFfsO3GX3vjsIAgQEuDBnRid8CkV2khLTWTD3GK/VKYpOXWsy5OfmGmKSmytn8Yw/uXczBAMDGDK6FV1719W8XiFXsnLWn1w7I5b7D5vcnk4/fKPzXd+5+IolYw+gkCup+k0pZm7oi6W19m/l8fU3zBn4G4o8JU06VmfC2j56IyPyPAXTuq3l1b1QPPxdWHtxCjZ6/IcK4+XttxzbeJGY0HhiPiQgL6YRpI2jlUiESotEyKu0SIw8S7oV25qhMDLTspjbax0vbr7ByNiI8ZsHfZHAWqlU8duso5zYKlZZNe1WmzGr++hUvcly8vh12hEuHxXPq/rtqjB2RW+9NgNP7rxj6diDpKdlY2NvyeRVvajRQNdqIDkpg0UTDvFaTZZ7DGxE35Et9H4HL55EsGzOcRLjpRgaGdB3cBN6/FT/iyJZeXkKfj94nwN775CXp8DY2JDuvb6hd5/6mBcjrv0axCdImTT1d6KiU7Czs2Dpwu8J/EyH+78KuVxJ6McEXmnIUAxJyZnFvsbRwQo3F1vcXWxxc7XFzUV8uKvXra3M/nLqTKlU8fZDAkHPwrj/LIzg0DitzuwW5iZUr+hL3ar+1KlWAi83+8/uUyRWobRvWv1f4vO1+Cd9fPQhKTuLEHVkSCqT4WtrT4CdA/52DjiaW3z1iSQIAok5mbxWk5zXKeIjKlN/xAbA29qOQHtnytiLqbcy9i6UtHP8olL55JxskQylStQpMzFSVJR+6HOwNDbRECFbM3Pszcw/S5oczM1xMNP/WeWLsN8mqwmRJIm3yRISsvT/yC2MjSmTT4Q0hMgZe/OC0LpSpWLb48esuStWdtmbmzO3eXM6BIpRF5UgsP/Jc5Zfv0WOXIGFiTHjGzegT42q2tGf7BwWnr/G6VdidKWksyOLv2tFFe+Ci92TiBhG7T9FanYObrbWbOzTkXIerprjWHn6FntuPQGgU83yzO5akLpKz85l3I7TPAwVhclTu2lXfIXGSBi94bhY8WVtweqfv6NKQMHM9eStVyzacxmlUkXV0l4sH/kd9mpjsdhEKeNXHicsJhkLMxPmjWhHw+qin49CqWL19iscvygSi44tqzBuYDONn0+uTM6azZc5e0X0EapZ1Y+Z49rjYF9ABB4/CWfhklOkpmVjYWHKhLFttNpcKBRKdv52g8MHxahYYFkPZszpgoe6oaRSqWLTqgucPCI2ae3csw5Dx7TSVJeoVCo2LzvLyQNi1+veQ5vQZ7iu+Pbp3ffMH7GbnKw8Aiv7MO+3/th+QljuX3rFgiHbUSpUtPy+NmNW9NLbXiFNksGY1ktIiEymaqOyLDg8qlg/oMJQKlUkRSUT9S6OmPfxRIfGEfUujujQeCR6xK35MDQ0wM3PRR0hcldHiDzwKu2OcyGNR1JMCjM6rSA8OBpLG3Nm7P+FGs0/n/rJyshh6ZDtPLwsfpd9p3xHz3G6uqjkeCnzBm3j3fNIkfBO/ZauQ5vpjFOpVBzZeoM9ay6gUgmUrujF9HU/4qZHmPzqSTgLJxwiVZKJpbUZExZ01WtMqFAo2fvbDQ7vvoNKJeDp7cDkeZ0pV9H7s+8PRIH9ulXniY4SP+dq1f35ZVwbrQrDfwppadlMmXGEkHfxWFiYMn92Z2p8pk3KP4WEpHReh8QSE5tGfJKUhMR04pPSSUzK0NEM6YOlhamGEGnIkbO4dHe1xdHe6otTtdKMHB6+iOD+0zCCnoWRkqY9wfbxcKCOmgRVr+BTpOniv+Lmv4j/aeLzd6ASBCIyUkVyk5zI65QEglMSkOTqj8J4WdlSwdENd0sbPqYnE5ImISlHf+m3kYEB/rYOBNq7UMZe1PSUsXfGz8bhs41G8/VDH9NSSJPlki7LRSrLRZqXi1QmE9dluaTnievpslwyinGh/hK4WlpRxcWDqq7io5KLe7FRsZScbLESLVmiJkNJhCQnI1PqFzi7W1lTztmFvpWr0cRPrEwKkUiYeP48rxPFjuztypRhbvPmOKpbW0SmpTHt7CWCIsXIRE1vLxa3a4m/o7any6W375lz5goSdfSnf93q/NKkHubqCEtUSho/7z3Bx6QULExNWNm9HU3KFri4Hrr7nEXHr6ESBGqX9GF1X+2Kr/m/X+FEkBja/7FJdcYVrvhKy2T0xhO8jRLTZvP7taFljYKZ9YPgSCZvOEVmjgwfV3vWjO2Mr5t4/BlZuUxbf5qHryIxNDBg9A+N6d66mqZh6+HTj/l1z3UEAWpW9mPO6PY4FOpYfu7KK1ZtuoQsT4GzozWzJnTQanAqSc5gweJTPH8hlqt/16EaI4Y100o53b8bytKFJ8nIyMXa2pxJ076lXoMCo8cj++6xbf1lABo0K8fkOZ0wU8/QBUHgwNbr7N0gVhR16F6bn6d20Lk4h7yIYtagHaSnZeNT0pWFOwfi4m6vNeb22WcsHr4blVJF2x/qMWpxd71EPOx1NOPaLSc3W0bHwU0ZtqiHzpivRW6WjJj38USFikQouhA5ys4o2gjU3MoMb3XK7NW9d0hiUnB0s2PBsQlfVE2WEClhzo8bCX8Ti5mFCePX96Nhxxo6496/jGLOgN9Ijpdi62DF1E39qKrHKDIrI4eVk37n3hWxOrF1t1oMn91RJ2IlCAIn9t/jt1XnUSpU+JV0Zebq3nj765bYx0Qms2TWMUKCRf1d62+r8vO41lhafT7KnSzJYPPGK1y7LP52HB2tGDayJU2bl/9HRMFFITtbxsy5x3jyNAITEyOmT+5A4yJcrv83IAgC0owcEhLTSUhKJ169zH/EJ6YjTc/57H6MjQ1xcbIR02fOtgT4OVOnRglK+DoX+3mqVALvI5IIehZG0NMwXoTEagmmTU2MqFLOm7pqbZC/t5Nmf/8Sn7+I/xTik6dUEiqV8Do5QUxZpSTwJjVRr7mgoYEBJW0dqeDkRgVH8VHe0RV7M11BYEpuNu/SJISmSQhJEwXOb9OSiqwOMzU0opS9kw4h8rL6fAl8cVCoVGTkFZAiHZIky0VaeHuhvzP0HKsBUNLeiSqu7iIZcvEg0NGlWDdrpUpFhDRNJzoUla4dLeteviIzGjTBxtQMuVLJpgcP2BAUhEKlwsnSkkUtW9KipBj9UAkCB5++YNm1W2TL5ZgbGzOuUX361qyqlVJLzc5h0YXrnHwpiprLubuwuWdH3G1F7UZ6Ti5jDp7m/kcxejO5bSN+/Kaa5jO/9TaM8fvUFV8uDmwY0AlfZ3tAvHDtuPyQdadFYXCTigEs7ttOq+Jr6vaz3HypTpt1asBPrQrSUx9jkhmz5hhxyenYWZmzfNR3VCsjzpYVCiXLd1/lxDXR9K1byyqM+bFpgZ/Pg/fMWXuaXJkCF0dr5o7tQJVyBTPtjxFJzFp6ksjoFIwMDRj4Y0N6d6mticwolSp27rnNfnVkp3QpN2bP6IiXZwF5TEiQsmDOMd68FtOLw0a0oGv3goq1axdfsWKu6MRboYoPc5f3wNa+gICdPhzEhkWnEQSBxm0qMWFhV0w+0RNEvk9gWv9tJCek4+rlwKKdg/D65EZ7/fhjlo8WG7F+178Rw+Z20fubuHPmKQv6bQFg9KofadOngc6YfwKCIJASLyU6VCRCYoRIJEfx4UmoPqm28S7jwcLjE3D3K7qHVD6CH3xg3k+bkUoycHSzY/a+4ZSpqkuWbp99xorR+5DlyvEp7cacHUPw1ENQwt/Fs2DkXmLCJRibGDFidifadK+tMy4nW8aaOce5cV4835q0rcyY2Z10en4JgsCFU8/YuPI8uTlyrG3MGTO1A41aFN+qAkQh/ckTj9m57QbZWTIMDQ34rnMN+g1sjPUXVnz9XeTlKVi09DQ3bonp2jGjWvFdh+Jdof8vkSuTi0QonxwVWk9ISidJklGkD5Crsw11apSgbo0AalT2w7KI/m35yMqW8fhVJPefhnP/6UcSJNoWKm7ONtSpKpKgMn4OeHm6/kt8vhb/F8QnS57Hm9TCqapE3qUl6dWqmBkZU9bBRUNuKji6UdbB5W8JnPPTZSGpEt6lJakJkYR3Ugk5Cv0hTytjU0rbO2mIUKA6XWZnao6Fscn/7AxJnsfr5ESeJ8bxNDGO50nxROsRY5saGVHR2U0dGRIJka+N/WePLSNPxrtkCWfev2PX8ycIgKeNDcubt6Get1g18jIhgYnnzxOaLLqOdilfnplNmmCrdrGOTpMy7dwl7kWI0YvqXh4sbteKACftEP6VkA/MOHWJlOwcXG2s2NKzE+XVqS25Usn8k1c5+lhMK/SuU4Up7ZpoSEZIbBIjdp4gPi0DBysL1v70LdVLFFTUnH8Swkx1xVc5b1fWDdGu+Fp19AYHrz0DoHODikzp2Uxj6JgszWLcuuMEhyVgYmzErAGtaFNXTD0JgsD+M4/49ZDoAv1NFX8WjOygaX74MTKJ6StOERkrkpshvRrQu2MBucnOyWPVpktcvC7O9OvWDGD6mHZabrQPHn5k4dLTpKfnYGVpyqQJ7WjUoEDQLZcr2fzrJU4cEyvWOnetxbBCWo8XT8KZM/F3MjNy8fZzYuGa3nh4FZCnmxdesmzqURQKJdXrlWLWqt46N9OEmFSm999GTLgEeydrluwdgl8p7RLmS0cesHr8AQRBoOvQZgyc/p3e8+vAyjPsXXIKYxMjFv8xhorffL6Z6T8JeZ6CuLBEkQi9i0dQqWjbv8kXiaSvHgli9Zi9KPIUlKzkw+x9w3Hx1I5iCoLAofWX2LNcrI6r0bgsUzf2w0pfNdbpZ6yZfhRZjhxXT3umrfuRQD0+OtHhEuaPPUDEh0SMjA0ZPL4tHXvX1fl8M9JzWLPoNLeuvgGgSg0/Js7phKtb8Y6/AG+CY1i78hzvQ0V39rLlPBk9rg2lP9O24n8CSqWKdRsucfL0MwAqVfTGxsYcC3NTLC1NsbQwxcLSFAtzk4K/1c9ZWohj8seam//PXoM/B4VSRXJKZkGUKCGdF2+iefoyiry8gii7sbEhlct7U7dGAHVrlMDPx6nY4xYEgcjYFDUJCuNZcJSWaFtQ5XHv2L/i5q9GPvGZdPkYZlZ/z6X5c0iRZROckkhYeoreii5bUzNNBEd8uBJg5/TZ1JMgCHxIT+ZhUhSPEqOIyZbib+NIGTsXStu5EGjvgou51Wd/GCpBIDpTSkhqEu/SJISkicsP0qIFxCBGoKyMTbA0NsXKpOBhbWyKpYmJ+Ld6m7WJKZbG+UuTguc0402xMjYpVoAMIMnJ4nliPM+T4nimJkP6bAbszcypoo4IVXX1oIqre7F+RQ9io5l4+TyR6ihQ30pVmVyvEZYmJsgUCtbcvctvjx4hAO7W1ixt3ZoGfn6a7+Hw85csuXqTrDw5ZsZGjG1Yn361qmm9n6hUKUMPHueDJAULE2NWdmlH88CSmn3suP2YVRdFR+MGpf1Z1aOdps9XUnomI3aeIDhaTF0t6N6KdtUKwuTPw2IZve0kqZk5uNlbs35IJwILVXwdvPqUlUdvoBIE6pbzY+ng9thYiPvOlcmZ+ds5rj8RK1qGda7HgA51NOfN1QfvmLtJrPgq5evMyvGdcVPfSLNz8li25RKXbos3o3rVA5gxqq2mGaEgCJy59JI1W6+Ql6fAxdmGORO/pVKhtgiJienMW3SS18FiZKdr5xoMHdRU43grCAJHDwexZaOYumrQMJCpszpqqsLCPyQyfcwBkhLSsXe0YsGqXpQpX6Bpenw3lHljDiDLlVO2kjfzNvTVigwBpCVnMn3Adj6+icXBxYZl+4bi/UmX7bP777J+ymEAeo5qxU+T2uucR4IgsHjQb9w6+QQ7ZxvWXpyC2z9YxfM/AZVKxZ7FJzm85jwA9dpXZeKG/ph/kjbKy5WzeuJBrh8XSWjHgY0ZPKOjjp5JIVeybdkZTuwWI5HV6pdm8spe2OmpxrpzJZiVM/4gO0uGg7M101f0pKIe7cuHd/HMm3yEuJhUjIwM6f9zU7r+8M1ntSXp6Tns2HqNM6eeIghgbW3OwKFNaNeh2v+KhUBREASBXXtvs0ddsfZXYWCASIrURMhCQ4xMNETJwkJc2tpa4ORohaOTNU6O1jg5WmlVVv6TkMnkPH0Vxf1HH7n/+COx8doTVndXW+pUL0HdmgFUr+z72XL7XJmcp6+jCHoWzv1nYUTHJHLnz2n/Ep+vhca5edMcvc7N/1Nwt7QulKZyo4KTG95fmE7KUyp5nRrPo6QoHiZG8VgSTaqs+Bysnak5pe2cKWPnIhIie3HdyfzzZE+uUhKRnkpIPhlKlfAuTUJ4RmqxTVb/DiyMTbBSEyMbEzMqOblT282H2m4+eFnrnuCCIBCensbzRJEIPUuKI1iSqNdM0dfGjiquHlRx8aCaqwcVnF21jBGz8vJYcvcm+16J4l1/O3tWtGhDDQ/xJv0oJoZJFy4QkZYGwA9VqjC5YUOs1OXzMdJ0pp+7xJ1w0ZCvqqcHS9q3omSh6E96bi5jjp7hzsdIDIAprRrzU52C1Nal16FMPnqeXLmC0m5ObPyxE14O4vvOzpMz5cA5rr4WzQpHta7HkOYFqZ9oSRojt54gLCEFSzMTVvTvoFXxdePFB6ZuP0tunoJSnk6sHdEJD0dx3yqVwPqjN9l3XrypdahfgWk/FQiqX3+IY+KqE6RIs3G2t2LF+E6ULeGm+Q5OXn7Bmh1XyZMrcXO2Yd7Yb6lYqLT7Q1giM5eeJDpWvHEN6duQnp0KqtUUCiXbdt7k8BGxMqhsoAezp3fEvVD39WtXglm26CRyuZLyFbyYv7g7dmoCk5yUwYyxB/nwLh4zcxNmLOpKnULVQm+eRzFr5B4ypDn4lnRl0eZ+OLtpn08ZadlM7rOVsJA4nNxsWb5/GB6fCF1P7rrJppl/ANB3Qjt6jdY1LszNkjHh2xV8eBlFQAVvVp6ZqEMi/lOQm53HihE7uXNabJ3SY3Qb+k77TkfEnZKYzrxB2wh5GoGRsSHD53ej3Y+6lWEpieksGr2f14/Dxf0Na0qf0a10SIZSoWT3hiv8vv0mABWr+zF1eU+cXHQjU5fOPGftkjPkyRS4e9ozY1E3LWKrD4IgcOn8S7ZuukKaWkDbqk1lBv/cDIfPVN39byLkXTzRMSnk5OSRnZ0nLnPyyMmRf/J3wfb85/6JS7CVlRmODlY4OVnj6GilIUSOjoX/tsba+q9XdgmCQHRsKvcfh3H/8Ueev9KO3pgYG1GlYn40KAAfr88bMIZHxFHC3/Nf4vO1yCc+C2+dw9z6f/aHYGVsSjkHVyo4ueH0BS7J+ciUy3gqidEQnWfJseR+ItI1NzKmmrMXNV18KGHjSFhGCu+kSYRKk4olKE5mliIhshejQ2XsxFSWnenn3UVVgkCOQk6WPI8sRZ64lMvJUuSRKZeRLZeTKc8jO3+bemz+c5nyPLI1rxW36fNC+hReVrbUUZOg2m4+lLDV/wPJUyp5k5yoiQo9S4zno1S3QsbYwJBAR2equXnyQ7kqlHMSU0+3IsOZfPUCcZmZGBoYMLhaTcbWroeZsTHZcjnLbt1i77NnAPja2bGsdWtqeYv6FkEQOPriNYuu3iBTloepkRG/NPyGgbVraCJ4cqWS+eeucfiJqGfoWaMyM9s21Wx/FRPP8L0nkGRm42RtycYfO1LJW/RDUapUrDpzm9031bPuGuWZ00274mv8jtM8CI3S2+MrOCKBMRuPI0nPxtnWkjXDO1HeryCtc/Tac5bvu4pKEKhZ1oelI77FVu0FFCdJZ8KKY3yITsbczJh5w9vRqEZB88Z3YYnMXHmS6Pg0jIwMGf5jI3p0qKH5jrKz81i+4QJXbol6p/q1SzFtTFtsCukr7t57z5IVZ9SiZjOmTGxP/ULpohfPIpk17QiZmbl4eTuyeEVPPNXpmOwsGfOnHOFx0EcMDQ0YNbkd7TsXiHIjPiQyfeguJInpuHras2hzPx3hbFpKJpN/3ELk+0RcvRxYtm8obl7a6Z4/tlxl24ITAAyc/h3dhjXXObcSo1MY3WoxaUkZ1O9QjWnbB+utCPu/hCQulXl9NhH6PBJjEyNGr+5Dix51dcZ9DI5hTv+tJMWmYW1nyfQt/fWKmF89CmPR6P2kJmWI1VjLevBNIbPKfKSlZLFk8mGeBYnas8596jFwTGudXl95eQo2r77I6T8eAVCrXikmz+2MrV3x16jwsCTWrjzHS7V43s/fmdHj2lK5qq7p4X8rBEEgN1euJkJystXEKJ8k6RKpPNLSsklOySIlJZPklCytVNTnYGpqrCZIalLkIJIiR0eRNOUTJjs7y89G0nJy83j6Mor7jz9y/1EY8Yna0SAPNztNSqxaZV+9lV3/ipv/Iv5TxM2FkZSTqUlbPUqKJjgtQYe4OJhZUNPFh1ouPtR08aaCo3uRHjkypYKP6cm8k4qanlBpEqFSCZGZ+ltyALhaWKtTZeookb0LpeycsfkCT6C/CkEQkKmUIhnSECUZSTnZPEmKISghilfJ8Trd210srKjt5qMhQ2XsnYts/CqV5fIiKV6MDCXF8ywxVsuryMTQkNHV6zGsah2MDQ1Jl+Uy79Z1/ngrVn6UcXRiZYu2VHQVScKdyEimXLhAbEYGBsCAGjUYV6+epkN8XHoGM85f5ubHcAAqe7ixpF0rSrs4a97zzvtPWHbpJgLQIMCPNd3aa5qYxqVlMHzfcULiJZibGLOkWxtaVSggAIfviRVfSpVAzQBv1v70bZE9vvo2rcHY7xpqtDdxKemM3niC9zESzE2NWTygHY2rlNTs+86LMKZtOk22TI6/hyNrxnTGS905OTNbxvT1pwl6GYGBAYzs2Yje7QrITVa2jCWbL3L1rljK37BWKaaNaIOtmtwIgsCJc89Yv+0acoUSd1db5kz6jvKFfE3iE6TMXXCCtyGip1KPbrUZNKCRpmw+IjyJqRMPkZiQjr2DFQuWdNcYzSkUStYsOs3F02LUrlf/BvQb1lRzfAmxqUwbupuYCAl2DlYs2NSX0p84EKckpjPpxy3EhEtw93Fk+f5hOLtr60gOrb/I7mWizmXonM50GthE55x7HfSeKZ1Xo5Ar+XFSB36YqL97+P8FQp9HMPfHjWJFlpM1M3cNo6KeDuT3Lrxk2S97yM3OwyvAlbm7BuNVQrshryAInNhzh21Lz4jVWKXdmPFrH51UIUDIy2jmjzuAJCEdcwtTxs7tTOM2uo7XSQnpzJ96hLevYjAwgB8HNeaHgY2KbYqZk53H3t23+OP3ByiVKszNTejTryFdu9fWnDv/QoQgCGRlyUhJySJZTYREQpRJcrK4npIqbsvMLLpd0qcwNDTAx9uR2rUCqFM7gMoVfYps0pp/HJExKdx/9JGgx2E8ex2FQqFd2VW1og91awZQp0YAPupJzr/E5y/i/5r4CIJAWEaKSHSSonmUGEVEZqrOOB8re2q6eFPL1YeaLj6UtC1eFPYlyFHIeZ+eT4YkvJMm8S4tidjs9CJf42Fpq4kKBdg4YWViirmRMWb5D0NjzIzVSyNjzIyMMDMyxtzI5LNapS9BljyPJ0kxPEiIIighmmdJsTrpLDtTc2q5eWuIUAVHtyL/tyAIxGZl8Dwxjj9Dg7kcIepbqri4s7JpO0rZiymOix/fM+3aJZJzsjE2NGRkzToMr1EHEyMjMmQyFt24we+vRFFyKUdHlrdpQ2V3d83/+PNlMAuv3CBDJsPEyIiJTRrQr2ZBauvy2/dMOHaOHLmC0i5ObO7VEW91S4wsWR7jDp/h1rtwAMa1asDAhgVVWXdCwhm39wxZsjz8XRzY+EnF128XH7DhrKghaF65FAv7tMFC7RKdmSNj0m9nuP9GJDATujWhV7OC6pJ3kUmMXXuMxNRMHGwsWPlLRyqVVJMLpYqVu69y7KrYqqJxzVLMGNwKG6sCcnPswjPW7bqOXKHEw9WW+eO+pVypAnIT8iGB2UtPEBsvxdjYkOH9m9C1Q3XNe5PLlWzddp2jx8TZfsUKXiyY0wU7ddl8siSD6ZMP8z40AXNzE2bM6UzdeqU1/3/vbzfYt01Mo7RoW5mxM77VXIDTkjOZMXwP79/EYmllxuy1P1CldoGNAEBSfBqTem8hPjoFrxLOLNs3DMdP0jB7Vpzl4Fqx/cPIRd/TXk8V14X9d1gzZi8A03cMocG31XXG/G/jzumnLB++A1mOHN9AD+bsG46HvzZJEQSBI5uusGuJWBVXrWEZpm7sj80n2qi8PAXrpv/BlROi51Tj9lUYs7Cb3mqss0cesnnpGeRyJV5+zsxc3Qv/Urp9sJ49CmPh9D+QpmZjbWPOlHmdqV2/aJH4p60mAOo3LMPwUa1wc/+88PlfFA+ZTK5DkPL/Lvx8WlqWTvrNwsKUGtX8qFM7gDq1Aj7bsiM7J48nLyK5/1gkQgmf9Ozy8rCnbo0AKgW60LxJlX+Jz9fif5v4KFQqglMT1ERHfCR/4stjAJS1d9WQnJouPrhb6q/GEASBmGwpDyURPJRE8kgSSUxWGn7WjpS2daGUrYtm6Wft+EXOyRlyGe/VRCg0TaJJmSXkFO/8+TkYGRhoCJK5kTGmhoUIk5ER5kYmBWTJ0BhzNYGyMDalgqMbtVx8cLHQbuiYq1TwQhKnJkJRPE6M0elSb2lsQg1XLw0Rquzsgbke80ZBEDj+PphZd66QkSfDzMiYibUaMqBSDQwNDEjJyWbmjSucfS+2o6jo4srKFm0p4yRGb659/MjUS5dIysrCyMCAn2vXZkTdupoS+/iMTGaev8z1D2K38p5VKzGrZVNNZdWr2ASGHTpBUmYWTlaWbOrxncbsUKFUsfTcDU2H9641KjLz22aYqmew7+IkjNhxnLi0DOwtzVnX7zutiq+zj94y64DoEl3Rz511g77DyVZM7cqVSpYcusqx2yJx69mkKuO/L2hSmpiawbi1JwiJTMTMxIi5g9vSvGaBl87RS89Yu/8GCqUKTxc7Fv3SQaP7AXj7IZ6ZK08RmyiSm5F9m9CtbQHpy8ySsXT9eW7cFT/XxvXKMHlUG6wL6WFu3g5h2cpzZGXJ8PZyYMnC7zUl79nZMubP/pOH6tTWL2Pb0KFjAbE4d+Ipa5ecRqUUqFarBLOWfq9pVJmVmcu80ft5/jAMExMjpizrQf3m2iXRCdEpTPpxC4mxafiVdmPJ3iHYF2osKggCOxaf0nQgH7O8F6176qaKtsz4neNbrmJmacqqM5MI+EKDvX8agiBweM15di8S03Q1m1Vgym+DdCqy8mQK1k05xJWjoklkh74NGDqni04qKi05k/kj9hD8JAJDI0MGT2lPx771dSZmslw56xec5PJJUUdUr3l5xs/votM0VBAEjuy9y46NV1GpBEqWcWfW0u+1qvQ+hb5WEyPHtNaQ4H/xvwelUkVKahavg2MIevCBoIdhpKZq+8kFBLhQt1ZJ6tQOoEJ5r2LTYoIgEB6VrCFBL4KjNdEghTyXe+dn/Ut8vhb/E8RHqVKRlJtFXHY6cdnpxGalE5udzru0JJ4l696YTQ2NqOLkqSE61Z29sDXVL7QWBIGPGclqkiOSnbicoiM0hWFiYEgJGydK27pqkSJfaweMDD4fjZHm5YieQNIk3kmTiMhIJVepQJb/UCnIVYhLmVJJnlLxlzq1F4cAW0fquPpSy8WX2q6+eFppf2dylZLglEQNEXqYEI00T7vay9TQiKountRx86a2mw/VXbywKtSINS4zg8k3z3MzOhyA2h7erGjcFl9bewBOh75l5vUrpMlyMTU0Ylzd+gyqWgMjQ0NSc3KYe/Uqp0LEFE95FxdWtGlDoIs4kxYEgV0Pn7L46g0EoL6/L+s7ddCktuLTMxh68ARvE5IwMzZiaac2tC1foKPYd+8pS86KVVl1AnxY06sDdmpRviQ9ixE7T/A6OgETIyMW9GhF+0IVX08+RDNm2ymk2bl4Otry69BOlHR30hzX7kuPWHdMbFLaqFIAiwa01TQpzc7NY/rmM9x+IZK2X75vyI9tCqJOwR/imf7raeKS0jExNmL0D43p2qKKZntGVi6LNlzg5gOxU3fTumWY8nNrDbkRBIE/zzxlw45rKBQqPN3tmDu5I4GFOmJHREqYPP0ICQnp2NtZsmh+V8qVLUhtrV15jnPqNhW9fqzHgMFNNP//wd1QFkw9Sm6OnBKlXFmwujcualFznkzOkilHuHslGENDA0bP7kTrQpoggNjIZCb13kxyYjoBZT1YsmeIVtRDEAS2zD3Gie03MDAwYMLaH2nWuabWPpQKJTN7/crT629w9XZk7cUp2P+NZpV/BXkyOevG7ePK72Kvro6DmzJ4Xjediqw0SQbzh2wn+GEYhkaGDJvThW/7NdTZX9jbOOYM20VibBrWthZMW/sD1fREZeKiU1gw7iAf3saJzs6/tKJb/wY65CgrU8bK+Se4fU3Uf7VsX4VfJrfTmFLqvJ//hVYT/+1QKlVkZOQgTcshXZqNkZEhdvaW2NlZYvU3xMpfCpVKIPR9gpoEfeTN21itiJC1tRk1a5SgTq0AatcKwPEzovPs7Dwev4jg/qOPPH35gYNbR/xLfL4Wf4X4qASBhJwMojLTiM6UEpWVRnRmGlFZacRkpZOQnVGsSNfWxJwamrSVN5UcPYpsHyEIAh8yJAQlRRCUFM4DSQQpMu0IkbGBIRUdPKjl7EtNZz8CbJwIz0zhfXoSoerHh/QkspX6PXpMDY0IsHGmjJ0rZWxdKG3rSqCdKx4Wf8+0EMTPSvYJORLXleQq5Zp1rTFa4xSkyHJ4KonhbVqizv59re2ZWaMlzb30z+xUgkBIahIPEqI06TFJrvbsw8jAgHrufqxs2B5XdURJEAQOvX3BgvvXyJLLsTQ2YWurTjTw9gcgMSuTqdcucTVcFGbW9fJh93ddNdGds+/eMevyZVJzczExNGR5mzZ8W7aAhFwJ/cDYk2fF1JazE4d/7KEhP5myPMb/eZbroSLJmN2uGb1rFgiTb4R8ZPzhs2TnyQlwcWTf4O7YW4qz9Zw8OVMOnufKK3HmO6VjE35sUJC6Ck9MZdSW40RK0rCxMOO3kd0o512g1bj0+B0zd50XvYB8Xdk2rjsWalGhQqli9aHr/H7lGQA/tK7BmB6NNa9Nz8plwdYL3HwsVpt916Qi0wa10mwXBIHfzzxhw94bKJUqvN3t2bywt5bbc/C7OOYsO0l8okig5k/tSL1aBbqjlJRMpsw4Suj7BMzMjFm1rCfl1SXxgiCwb/dtdu8QU1sdu9Rk1JiCaqvQt3HMHHuQlORMnF1t2bBnMA7q0mqlQsm6+Se5oPYJGjevM606aZOf6I9JTPpxM6mSTAIr+7Dy0M9ahEEQBH6ddoSz++5gaGjA3F1Dqdm0nNY+MtKyGNNqCbFhSVSqV5qlx8f9r/mv5OXKmf79Wl7df4+hkSE/L+5Bh/6NdcYlxqQw6fv1JESlYGVrwbRN/aiux1n4xYOPzBm6k5ysPLz8nZmzuR/eAbp6nqf3P7BwwiEy03Owc7Bi6rLuVK1TUmdcTGQyM8cfIjoiWUx7TmhL+87VdT6f1JRM/jz6kIhwCaHv4jVprarV/PhlXBt8/XQNFP//hpfPI1m3+gISSQaZGTlFVn4ZGRliZ2eBi6stZct5Uq6CF+XKe+H5BRVVfxVSaTYPHoUR9OAjDx99JP0T9/FqVXyZNb0j9vafLwD6V+PzF6HvgxMEgVRZTiFCI1WTHHE9Nkv62UiGkYEBrhY2eFrZ4mFpi6elLb7W9lR38aaMnUuR4ltBEAjLTOZBUgT3k8J5kBSBRKZ9ozYzNKaqkxc1nX2p5exHVUcvLI2L9z9QCQKx2VJC0xM1ZOh9ehIfMiQ6FWL5sDI2pYytK2XsxAiRuO6Co9n/TRlomiyHx0nRPEiK5EFiFK9S4lAKAsYGhqxv0JnWPoGf3YcgCISlpxYiQlHEZIkXzpJ2jhxs1QtXy4I0RlR6GuNvnONBXDSBDs6c79ZPc0EQBIGjb14z99ZVsuRyFjdtSc8KlTWvlWRlMf3yZS5/+ICTpSU3Bg7EwqRgFvo6PoEhR0+QmJnFTzWrMaNFE802pUrF4os32PvgGSZGRpwY8gMlXQpKqkPik/h5z3Hi0zNpVymQFT3aabapVAKrzt5i143HGBsZ8vvoHyjjUXAzSM3MYcy2EzwLi6O0hzMHJ/bWpNsAnn+MZeymk6Rl5vBTq5qM7qw90z946QmrDl4HYPPk76kRWGBGJwgCh84/4deDN1GqBDbP6E7Vstopndfv4pix8iSJyRn81LUuQ3ppa2IyMnNZuPosdx9+oKS/CzvW/qR1Ec7JyWPW3GM8ehJO40aBzJnRSev1588+Z8WS0xgaGfDnqXFabrzxsWlMHrGXuJhUho9vQ6ceBe7BgiCwdfk5ju27S4ky7mw6OpJPEf4ungm9NpGVkcv8bQOo2Uj7nFOpVKwaf4ArRx9Stro/q0+M1dlHVGg8v7RYTG62jKXHx1K5/ufP238Ca8ft4/ze2yKZ2T6Y6k10XY7leQomdltHyNMIPP2dmbNzCD569DfRYUmM7b6BTGkOVeqWZPq6H3V0PwAXjz9m7bwTKBUqylbyZvrKnjrtQABeP49k9oTDpEtzcHa1ZeaSbnp7bX14n8CMKb9ryA6Ag6MVw0a0oFmLCv+nJn7/KRAEgVHDdvH2TazW89bW5tjZWaBUqkiTZpObU3R/Lls7C8qW86R8BS/KlvOibDlPrPU0m/27UCpVvA2JI+jBB+4/+Ejoe9FYsloVX5Yt7v5ZMfq/xOcvIv+Dm3r9GBLkYtQmU0qmovjeUkYGBnha2uFtbYePtT0+VvZ4W9vjbWWHp5UtrubWnzXhA/EkjcpK5b46ohOUFEFirrZFt5mhMdWcvKnr4k9tFz8qO3hiWkSEKCY7lejsVPytnHE1t/nshUApqIjJSuNdehKh6Yminic9kY8ZyUVGrZzNrCht60opW2dcLWxwNrPC0cwKZ3MrnM2scDKzKvL4/klkymXMeHCekxGvMTIwYG39TrTzLff5F36CkNQk+l85QmxWBi18SrGtWVet7VJZLvUPbCFTnseONl1o5qs9W93+7DELbl/Hz86eyz/01xJSy5VKWuzcSXR6OjObNKFfdW1R662wCAYc/hMjAwNO9P+RQNcCgiIIAkMOHufm+3CqenlwoH93rXPqVUw8vbYcQqkSWNWzPW0qltF67ejdp7j6+gPlvV05MLKXxgEaRPLTedFuUrNyGNW+PoNaabcPuPH8A2M3n8TY0JD9036gtJf2LHrJnsv8cf0F/h6O7J/zI6aftIBYsv0Sx6+9pEZ5HzZM+17nM792L4QZK09hb2vBn5uHYmaq/fr0jBy69NtEnlzJb6v7aqW8AILfxDJi9F6sLE05duQXnYqRfj9sIjoqhbkLu1G/oTaxOLDjFrs2X6Nhs3LMXKJ9bMlJGfzQfCkGBgYcvTNdR38C8OucY5w5cJ+WXWsybrHue0tNSqdP7dkoFSo2XZqMf1ldr5n1E/ZzdvctGnWqydTfBuls/6dx5ff7rBixCwMDAxYe+YVqjfX/TjbP+ZMT229gbWfB+rMTcdfTqDNDms3Y7huICZNQtqovS/cO0dtva+/GKxzYch0QW0+Mm99Fqw9bPm5ces2yuceR5ykpU86TeSt74uhsrTPu7u13LJp/nNwcOT6+TnTqUhN3D3sqVfHB0vI/0x/p/wIvX0QxduQeTEyNWL2uD27udtjYWuiQCJlMjjQtB2laFtHRqbx9E8Ob1zGEhsYjz9Pjf+bnTLkKnpQr50W5Cl74+7tgZPzPWjN8+JjIqLH7ycnJo2vnGoz8uUWx47+G+PzP35H+C3Eg9AmGltoXOVcLazWhsdMQGx/1urul7V+uUorOSiMoKVwT0flUo2NiaEQ1R2/quPhR18WfKo5eRRKJZFkmQZKPPJCEEST5SEx2QUWYnYkFZWzdKG3rRmkbd8rYulHSxlUrOmRkYIivtSO+1o608Cy4QeSplIRnJPMuPZF3UjFK9C49iaisVCSyLCRJYdxLCivyPdqamONkZomTubWGDDmbi0tx3Vrz3OeiVUXB2sSMld98i5GBAcfCXzH6znFUgkAHv8/36ymMQAcXdjX/ntYnd3A56j3vpcmUsiu44NuZmdO7XBW2vnjIpmdBOsSnV4XKbHwURIQ0jTOhIXQMLLipmBgZMbR2bWZevsxvjx7Rq3JlzIwLvsuGJfxoVaYUF9+9Z96la+zr3U1DVg0MDJjfoQXtN+3hWUwcu4OeMuCbgvRLRS93BjeqzebrQcw7eYWa/l44q72oDAwMmNmlGY8+RhMcncjOG48Y3KyA3DhYWzChc2Om7zvPlgv3aVG1NP6uBeLRxlVK0rRqKa49e8+C/ZfZOaGHVgnxiG4NuPbkPeFxKew594hB32mLeft1rMPpm695HBzF4+BIapTX9k5pWLs0bs42JEgyuHz7De2baZcy29pY0LBuaa7cesuZSy8ILNlSa3vZQA8cHKxITc3ixasoalTz19peo2YJoqNSePTwow7xqVRNPJZXzyIRBEFrcuDkYoOHjyNxUSm8eBjGN011CUKjdlU4c+A+9y69Rj63Myaf3MwdXGyp27Iid8694MKh+wyd00VnH237NuTs7lvcPP6ImA8J2DnZYGhogKGRIYZG6qWhoeZvI/XfBpoxhhgVWi8Yb1CwVD8nCAKH14puzD9MbF8k6bl15hkntt8AYPyqH/SSHoVcyaJf9hMTJsHV055ZG/vqkJ68PAVr5hzjqtpKoOfgxvQd0VzHvyhfxLztV1EU/k2jQKbM74yFhW4l2O8H77Nty1UEAarXLMHMuZ2xsfm819j/H3Hk0H0AWrWuTNlPLBoKw8zMBFc3E1zdbCkd6EFTtahfLlfy4X0Cb4JFIvQmOIa42DQiIyRERki4cFas4jS3MKFMoAflynupI0OeODl/viVKcSgZ4Mq0Se2ZOfcYfxx7TOlS7rRuWfFv7TMf/0Z8CiGfMc66eYJSbl7q6I0dXlZ2Wm6+fxU5Cjnv0hN5k5bAs5RoHiRFEJ2dpjXGxMCQyo5e1HXxp46LP1WdvDA30v+/0+U5PE4OJ0hNdD5kaOtejA0McbewIy5HilJPxMYAA3ysHCht405pW1fK2IqEyNvSAcMvEDhnKfI02qGwDAlJuVkky8SHJDeLFFnWF5kQFoaFkYkeYmSFk5k1zuZWeFjYUtnRq8j0oFKlYsqDs/zx8QWGBgas/OY7OvrrGqZ9DoOu/sHlqPf0KlOFxd+00doWn5VBw4NbkatU/PFdb2q4a19Qfn10n5X371DG0YlzvX7SOlaZQkHT7dtJyMpiQYsW9KpcWeu1MdJ02vy2m1yFgtXftaNDee0b9ZEnL5lx+jJmxkacGNqHEk4FBCVPoaTH5oOExCfRvFxJ1vX+VutGfuJRMNMPX8DEyIijY3+gpFvBzUwQBIZvPsbdtxHULOXNbyO6aZGbhNQMus7dTbZMzrTezenWUPu4Lwa9ZfqWs5gaG3Fwfl9NV/d8LN91hT8uP6dqoBebZuh2M993LIhN+29Ryt+FXcv76mx/+DSc8bOPYG1lxrFdP+vY6i9beZZzF17qnRnevf2OWdOO4OXlwO6Dw7W25ckUdG6+FHmekh1HRuDtp32D37DoFKcOBdHu+1r8MrMjn0KpVNG38SJSEjOYs6UfdfSQo4fXgpnVdws29pbsezgPUz1C24OrznJk3QVysr7cH+XvoFrjssw//IveCpqYsERGtVtBTqaMbsOaMXC67vsWBIFf5xzn7MH7mFuasurQcEqU1e5xlZGew/yxB3ihFkWPmvEdbbvW1NmXUqHi1+XnOKPWVHXqUZuhY3SdneVyJWtWntXcbL/rVIPhv7T8H/PjUSiUpKRkIUnOQJKcSUZGLjWq+Ws5h/8nIzoqhf4/bkIQYMfeof+Y3iktLYu3wbEEq4lQyJtYsrN1syKubraUKy9GhOrVL4NnMZV4xWHnnlvs2XcXExMj1q/+gcAy+nup/Zvq+ov4J6u6knIzeZuWwBtpPG/Uy/CMFFSf2AQaGxhSycGTOi5+1HHxp7qTT5FNR3MUeTxPjSJI8pEgyUeC02J19lfW1p3azgHUcQ6gupMfVsZmyJRyPmZKeJceT2h6AqHpCbzLSCBZpr8k3dzIhFI2IhEqbeOmiRTZm365wzSIWiJpXo4WGRKXmSTLskmWZRZ6LguZ6stcQxu5lWJNnS5YF2GgqBIEpj04y+8fnmNoYMDyuh3oXELXEK04PEiIovv5A5gaGnG32884W2hrmSbdOM/vIS9p4VeKba07a21Ll+XSYPdvZOTlsaXdd7QK0BZb73zyhAXXr+Nta8vl/v21NDUAG+4EsebWXdysrbgwpJ+m/QWIN5wB+/7kblgkNXw82devuxaxColP4vtNB1AoVSzp1obvqpbTeu3wHSe49TaMyr7u7B3RQytdFpMspcuSPeTmKZjVowVd62l/ZgeuPmHFkRtYW5jx5+yfcLaz0tr3L6v+5P7rCGqX9+XX8V21yEtiSgbdxu8gT678/9h76/Cozu39+xN3T4hADOI4hASCu7s7FCilxUtLhQpQg0KLFyvu7m4heBIkEA9xd5ex/f4xIcPOhALnnJ7v+V1v13XlSjLP3jN79uzZz/3c6173Yt0Xw/FrIu7uXVxSwZCZW6iSyNi4bDQtfMSNKxUKgdEztpKVU8y3nw6gRy2mIuhODN8uO4mDvTn7dn0oeu2ysiqGDliNQi6w99An2DuYi/Zd+OEuXjxNZsFXA+g7RJx+fBQUzbef7MXGzow9lxfVmS7e/MMZTu+5S7dBLfls1Ri1cblcwZR2S8nNKGTxhsl0GVy3b8/ToCgKsotRyBUoFEL1bwUKefXf1f/L5a89plAgKITqx6ofVyhU28sVyBWq/QWFgEU9U0bM7oVJHRUzVRUSFgz+nYTIdBq3acgvh2erlawDnN5zl80/nEFDQ4Nv/5hE2261yv7TC1gyaw8pCTkYGunx9eoxtK6jnLy8rIofvjpGyP2XaGjARwt6M3SMv9p2RYXlfL/kGM/DUtDU1ODjOT0ZMrxNnefxbSEIAsUlleTmlih/8krJzSslL69U9H9dHjR6etp8OK0LQwa1+kvjxP+FWPvbRc6eekzbADd++GX03/Y6crmClOQ8JSMUmUZkeDqJCdmic6erq83K38fRpKl6Q9q3hUIh8M33J7j3IA4baxM2b5xcZ7XXP8DnX4x/BfjIBQUJJXlEFWURWZhJVFE2kYWZaiLkV2GlZ4S3mS0+Fnb4W7vQytoRozekd6QKOeGFadXpq3ieFqQgrSWkdjaywt+6IX7WDWlj5YLFe4iN86pKRUAotjiLlyXZbwQg9fRNqoGQHe6mSkDkamyNjua/nzEVBIEymUQEkFQgSfXYi4IMqhQyPE3rsaX9GBwM6159KQSBb4IvcjDuKRrAirYDGNGwWZ3bvul4hpzfy7O8DOY1b8+CFmLRbVxhHj2P7EAAro6ciruFeDX16/07bAp9SLN6tpwaOV4syJVK6bR9O/kVFfzapw/DfMSTRpVMRt/te0gpLOLDtr581kUsKE4tLGLgH3spl0pZ0qcLE/1aisY333rIumv3MNHX48zcSdiaqjQSmYUlDFm9h9JKCYsGdGJKZ3G10r5bj/n1ZCAmBnqc+HJSTUd3ULJpk1YcJDI5mz6+nvw0rZ9o39TsQkYv2Y1EJue3uUPo2EJsAPj73pscvvyEJm72bPtujBqIWLnlCqevhtHZ352fPlNnGXYcuMuuQ/fwbe7Mb8tHicYqKiQMHrEOqVTOzm3TcKm1up33yW7Cn6cyf1FfBgwSA4+df9zg4M479OjXjM+/HyIaq6qUMrLjj0iqZPxxbDauHnZqxxXxOJFPx/yBgZEehx58o5buAdi7+gIH1lymRQcPfj74idr4/0qs+ewglw89wMzKmA0XP8Pa3lxtm+DAKL6fuQuFQmDa4n6MmCauBisuLGfBxK2kJeVibWvKso2TaFjHecvNLmbJgoPExyqr8r5YPoz2XdQrxpISc1jyxREy0gsxNNLjm6VDaeOnXgkGUFkpJS+vlJy8EjUgk5tb/VheKVLpu1lraGtrYmVpjLW1MRKJvEZw26K5E58v7It9HefnfyGKCssZO2I9EomMVWsn0KKl89t3+g9GeXkVMVEZRESkcfd2NNFRGRgb6/Pb+ok0bFTv7U9QK8rKqvh47h6SU/Jp2qQBq1eMUdPy/QN8/sV424krlVbVpKoiCzOJLMoitji7zkooDcDVxApvMzu8zG3xNrPF29wOG311od6rUAgKYoqzaoBOaF4S5XIxhWirb1oDdPysXbEzUJ/4BUEgtiSTR3lxpJbn4WpUD3dTezxM7DHW+Ws1vkwhJ6Usn9iSLGKKlT+xJVkivdDroa2hiYuxNR6mdniZ2eFlao+3mT1m78kOvWs8L0hn1r3DZFeWYq1nxB8Bo2luWXfuWiEIfBdymf2xj9EAfvLrx2i3Fu/8WucSI5kdeAZLPQPujZillu6ceeUUlxNjGeHRhFVd+orG8irK6bh7GxUyGbsHDaeTk4tofMujR6y8c4eGFhZcmjxZTfx+Iy6emcdOo6OpyblpE2n4WlNTgP3Bz1h28QYGOtqc/WgijhbmNWMyuYLxWw/xPC2LDu4ubJk0RAQyjj96wXdHr6KnrcXxhRNxsVFR0HKFgom/HyI8OYvuzdz4bdpA0etGJGUxacVBFILAxjnDaOcjvqFuOBbE7gvBuNhbcnDZJJGIOq+wjGEL/6RKIuO3z4YS0NxVtG98cg4TF+5GU1ODIxumY19PfG1nZBUxesZWAA5v+xB7W/H44q+O8CgkgQ+ndWZsrf5Se3beZs/OIDp18eLbZWLBesiDl3w1dz+29ubsPT2X2vHNJ3sIDorhg/m9GPVBJ7VxhULBlK6/kJNRxJINE2nfS12HkJWaz9SAZUqDwzvfYP8/WGZ99egjflu4Xyl63j+Llh3VK8ySYjNZMGoTFWVV9Brhy/wfR4iurapKKV9+uJOIp8nY2Jnx254ZdVZuxcdmsWTBAXKzSzC3NGLZ6jF4NVb/Hgc/esny705SXlaFvYM5P/wyCufXHKXjXmaxc88d0tMLyc0rea9WCmZmBlhbmWBtbYy1lTHWViZYWRljbW2CjbWy15SZmWENs6NQCJw594Qt225RWSVFX1+HWR92ZWD/Fv9zFWT7dgex68/beHjasXHrB/+nx1dZKWXxwgOEv0jFysqYtZsmY/cvAMbklDw+nrOHsnIJgwe2ZP6cXqLxf4DPvxivTlxhYSEVOho1aSolm5NFUpl6U0sAQy0dPM1s8Ta3xcvMDm9zWzxM670xZfUqBEEgqSyvRowcnJtAoVTsy2OuY4iftWtN+srJyLLOizi3sphHeS95mBfLw9w48iV1p7EcDCzwqAZBHqYOeJrYU0/f7K1fjFJpJXEl2TXsUExxJnHF2ZTIKuvc3sHAHC8zJQh69dtG7+2VZe8SGeVFzLx3mKiiLPQ0tfm1zWD6NKhbxCwIAstCr7I7Rtnm4Ic2fRjn/m4tAmQKBZ1PbCGtrJgf2/ZmvGcL0fiT7HSGntqPjqYmt8d8iL2xWMy3POgmO549xs+hAYeHianmkqoqOm/fTlFVFev696e/p/okM+PoKW69TKCDqzM7Rg0VnTuFIDB5zzEeJaXi7+LIronDRSmvl9l5DN+0H4lMzrIhPRjhq0pbCYLAh9tOcD82mVauDuz6aJSIto9Jy2HsqgPIFAp++2Ag3ZuL+zX9euQWB28+oYG1GUe+mYT+a4Le0vIqhn6xg8LSCr6Y2J3hXZuL9l13IJADF0LxdrVlx7JxatfDvKVHCHmezNhBvsye1EXtnCz45jChz5KZMiaAD8aJO4GfOvOYtRuu0qRxfdb/PkE0FvEilbkf78bERJ9jZxaI9CPlZVUM674ShUJg39l51KsFqM4cesCmn87RpJUzq3bNUDsmgG0/n+PEziA69WvGl2vG17nNkgl/EBoYxZg5vZj8ef86t/m/isSodOYP/I2qSikTPu3L+Pl91LYpzC9lwYiNZKbm06SNKz/tnC4Sc8vlCn7+7DB3roVjZKLP6t0z6mw/EXI/jh++OkZ5mQRHF2t++H1snU7Mp44Hs2n9VRQKgabNHPn+hxGYvVYmH3Qnhp9WnKOySlyKra+nowQz1iY1bI11NaB5BXAsLY3qrCp7l0jPKGTFqguEPVc2PG3d0plFC/tiZ/u/of2RVMkYN2oDhQVlfPXtELrV0RT2vx0lJRUsmL2XxIQc6jewZM3GSVi8xZywrrj/II6vvzuOIMCiBX3o31d1f/lbgU9aWhqLFy/m4sWLlJeX4+bmxs6dO/H1VRetAdy6dYuuXbuqPZ6RkYGdnYr+3LhxI7/++iuZmZk0b96c9evX4+enqjzp0qULgYGBoueYOXMmmzdvVr2ZOibVgwcPMmaMet69rnh14lodWk6Jdt2nxdbABO9qcONlpmRynIwt3yi2rR0Z5YU8ykvgUW4Cj3LjyaoUV3EZaunia+WCn7Ur/taNcDetV6fQuFIu5WlBIg9zlUAnrjRTNK6vpUNry4Y0NLYlqSyHmOIMMisL6zwmUx2DGiCk/G2Pi5EN2m9paSEIApkVRcSUZBFdlElUcQZRRRmkvoEdstQ1qgFBrwDRuwqpa0eptIqFj05yK1Pp/vtpk2586BFQ5zUgCAI/PL7Gzmil3f5S395M9Gittl1dsSMihGXB12loasm1IdPVPufRZw/xMCOF6U19WdJOfJ1nlpbQec+fSBRyjgwbTRsHsRfJuvv3WXv/Pm6WlpyfNEmtMjCpoJC+2/cglcvZNGwgPT3EACQ5v5BBW/ZSIZXxfb9ujPUVg4ydd0L59dJtDHV1OD1nIvUtVDfm9IJihqzeQ3mVVM3YEGD9ubtsv/oIG1MjTnw5CdPXqhzLKiUMX7qb7MJSpvXx45PBYgBy5PoTft1/E0tTQ47/PBVjA5UWK7+onGELt1NZJePXhYPp2EqcsrgT8pLFv5zExEiPk1tmYqAvTgNfDYxg+erz2NqYcnjbh2IBdnYxYyb8gaamBicOz67p4QVKAe2wQb9RVlrFhs1T1CpcZk/eTkxkOl8sG0q3Wg0yM1PzmdLvNzS1NDkc+CUmpuoVRNHPUpg/cgN6Bjocuv+tWl8qUFZK/fTRTqxszdj94Ds1h+T/qygvrWTegNWkvsymZUdPlu/9SE1YLJHI+GryNsJDE7FztGTN0dmYWYonri0rL3CyWoT6w+bJNG8jTnUCXDz1mLUrzqOQCzRr5cx3K0epnU+ZTM6mdVc5c0opdu7dtxnzPu1bA1QEQeDg4Yds26GcD3xbuzBmpH8NW2NkqPtfcSA+eTqUbTsCqaqSYWioy8czu9GvT7P/c/bnwrkn/LbyAjb1TNl76OP/mWasuTnFzPtkD1mZRbh72LFq7QSMjN7femDv/nvs2B2Ejo4Wa1aNrTEt/dvK2QsKCmjfvj1du3bl4sWL2NjYEBsbi4XF29Xa0dHRooOpV0+V5zt8+DALFy5k8+bN+Pv7s2bNGnr37k10dLRouxkzZrBs2bKa/w0N1dMpO3fupE8f1WrF3Nz8fd4iAIWSCnR1DHAzscHztTSVl5ktlnrvl8LJrCgiJC+R4NwEHuUlqKWMdDS1aGHhiH81o+NjXr/OHloKQUFcSVYNo/O0IBHJa1ocDTTwNHWgrbUb/lbuNLVwQreW9qZIUk5sSQYxJRnEFCt/EsqyKZZWEJIfT0h+fM22upraNDS2fY0dssfNxA5jbdUEqKGhgb2hOfaG5nS2VTEWxdIKJRAqyiCyKIPI4gwSSnLIl5RxLyeOezlxNdsaa+vhaWqHt5kDXtVgqKGx9VtBl7GOHn8EjOKXsKvsjnvE6hc3SCzJY2mr/ujW2ldDQ4MlrXqgpaHJ9qiHfBdyGbmgYIrn28WRo9yb8vvTO8QX53M9JY6eTmKB5kfN/XiYkcLBqGfMadUOMz3V+bEzNmG4d2MOhoexMeQhuwaJgc+Uli3Z+/Qpcfn5HAoLY0KLFqJxZwtzpvu35o97j/jxWiAdXJ1FpodOluYs6Naeny4HsvJaEJ3cXKlvrvqOTQpoyfWIOB4np7PkxFX+nDq8Big4WJiysF9Hfjh5g7UX7tDJy7WmmSnAh739ufoslqTsAtaevcM3o1WVUkb6unw+uiuLtpxl99UQ+vp50dBeVQ01rHMzDl97QnJWIXsvhjBrmAoYWZoZMrJnS/aeC2bb8Xt0aNlQNFEEtGpIfTtz0jILuRQYwdDe4nPSqa07xkZ6ZOUU8zgsCd8WLjVjtvVMadSwHi/js3kYHE+vHqqUk5a2Ji1aOnM3KIbQkAQ14NO0pRMxkek8f5KsBnzsGlji1NCG5PgcntyPo1NvdaG8R7MG2DWwJDM1n0e3IunUr7naNm17NsHU0oi8rCJCbkXi3+M/U5r774QgCKxbfJjUl9lY2Znx+fpJaqBHEATWf3OC8NBEjEz0WbplihroObH3Lif3KZvfLlw+TA30KBQCuzbf4NCuuwB079uUBV8PVGNdSksqWf7dCUJDEtDQgOkzuzFqbNuaa0QikbF6zWWuXFP2khs6uBWffNT9L/s7/R2hqanB8KG++Ps15JdfLxAekcaq3y8RGBTNZwv6vLXx5t8VCoXAscOPABg+8n+rA721jSkrVo9l/id7iI3J5LuvjvLTyjHo6r0f8zZ+bDtiX2YpCxqWnmLLxslYWb1ZQlJXvBfj88UXX3D37l2CgoLe+QVeMT4FBQVvBCH+/v60adOGDRs2AMqcuaOjI3PmzOGLL74AlIxPixYtWLNmzZvfjIYGJ0+eZMiQIe98fK/HK8T4IDGaFg0avrF1xF9FTmUJj3ITCMlLIDgvgeRa6TEtDU0amzvQxsoVf+uGtLB0emO5em5lMQ/z4niYG8ejPPX0VT19M/yt3Ghr7U4bq0aY674/dVgll5JQmq0CQyUZxBZnUCavO1fewNASDxMHESCy0Xt7O4sKmYTYkiyiijKJLEonqiiD2JJsEXh7FXqa2rib2ipZIVN7vM0dcDeph94bztO+l8H88PQyCgT8bZxZ33Yk5rrqq3JBEFj57BZbIu4D8HWrHkzz8lPbrnb8EnqLzS8e4levAUf6itMYgiDQ9/huovJzWOTbgdmt2onGk4sK6bZvB3JB4MyoCTStJ6b+9z19ync3bmBpYMD1qVMx1RdrsMolUvps301GcQmz2/szr2OAaFwhCIzfdYTHKem0b+jEn+OHiT6LpLxChm1QskJf9e/ChHYqZkehEJi29RjBL1Np06gBf34oLmEPiUtl2vqjAOyYM5LWbirgJggCC/44w+3n8bRo5MD2heJ02a3HcXy24Qx6utoc/2kqtpaqNGBRSQVDF2ynvFLKL/MG0qWNGEwePhfKul03cWlgyb7fp6pdW79tvsqpC0/p3tGL7z4Ta5B27LrN3gP363RxPn0yhPW/X6ZZCyd+WzdRNHb3VhRLPz+Ck6s12w+LS94Btq2+xPHdd+gxsAWLfhyhNg6w49eLHN12i/a9mrBkw8Q6t9m2/BQntt6kXa+mfPvn329W+LY4tzuIjUuOoamlycqjc2hcB0tzdNstdvx6EU0tTZZtm0rrDh6i8aArL/jps8MIgsC0+b0Z+YFYjC+pkrFq+WluXQkHYPy0jkz6sIva55qWms83XxwhOTkPfX0dvvxmsMh3qbCwnG+WnuBFeBqamhrM+bgHQwa9W9r67wy5XMHxkyFs33kbqVSOkZEes2d1p3fPJv919ufh/Ti+XnwYQyM9Dh6b8y8xKn93xERn8OncfVRUSOjY2Ysl3w99b+BaXl7FJ/P2kZiUS2MfB35bOZbKyvK/J9Xl4+ND7969SU1NJTAwkPr16/Pxxx8zY0bdeW9QAR9nZ2eqqqpo0qQJ33//Pe3bK1eBEokEQ0NDjh07JgIskydPprCwkNOnlV2Du3TpQnh4OIIgYGdnx8CBA/nmm29ErI+GhgYODg5UVVXRsGFDPvroI6ZOVb9xvoqqqiqqqlQTfHFxMY6Oju9V1ZVXVUpwbgLB1axOYlmuaFwTDXyqgU4ba1daWjphpF33xVgpl/AkP5FH1WDnTemrtlbu+Fu74Wxko/be5IKC6OIUHuZF8igvivSKPJyNbPEwaYCHSQPcTRrgZFTvLxuRKgQFGRWFxBSn1wCi6JIMsiuL6tzeXMcQT9P6+Fu7EWDjgatRvXf6wksVchJKc4gsyqhhh6KLMymTqYMuLQ1NXI2taWxenw8adcDVRNwH6HZmHPMeHqdMJsHV2JItAWNwMVE3XRMEgdVhgWwKV65Ov2zZjRne6t2zX4/MshI6HN+MTFBwqt9EWtiI3XdPxUYw/+Z5rPQNuTvuQzUR9IKrFzgVHUmfhu780W+QaEymUNB/zx7i8vOZ3ro1X3ZW75d0KSqWOafOoaulxcUZk3CqtYBIyCtg8Ja9VMnk/DCwJyNbipmEAw+e8sO5mxjoaHNy9kScrFT7p+QVMmy1EhgtGdqNMQFipmLZ4Wscv/cc53oWHP18AnqvuTJn5BczYtkeKqqkfDuhJ0Paq15XEARmrjjCk5g0BrRvzHfTeoued8vRu+w8/ZBGjtbs/XGiCDSVllUxZOZmKiql/LZkBP6vsToA0XGZzFi4F10dLU7t+UTUuT0yKp2P5+7F0FCXU7VcnNNS85k87g+0tTU5ee5TDF5LRxUVljOy1yoAjlz+FPNa+oNnj+JZPH0HZhZGHLy5WM2ADyAuIo05Q9ahq6fNwfvfYmis/j1Pjs1kZref0dTSZO/D77H8P9SFxDxL5tNha5BJ5ExfMpjhM7upbXPvajg/zN6LIAjM+mYwgyaKgfeLx4l8+eEupBIZA0b788lXA0Tf/eLCcr7/7DAvnqWgpaXJ/K8G0HtgC7XXefY0ie+XHKekuAIbGxOW/zIKN3eVFCIhMYevvjlOZlYRRkZ6fL9kML6tXdWe5z8RgiBQJZFRVl5FebmEsnIJZeVVSKRymng5YFKHgzdAcnIev6w6T2RUBgDt/BuxcH5vrK3+PSO/94lF8/bx9EkSI0f7M/OTv3Y6/r+MJ6GJfPX5IaRSOQMGtWTep33fGySmpRXw0ZzdlJZW0b9vM2Z8EIC5ufl/HvjoV69GFy5cyMiRIwkODmbevHls3ryZyZMn17lPdHQ0t27dwtfXl6qqKrZv387evXt5+PAhrVq1Ij09nfr163Pv3j3atVOtlj///HMCAwN5+FDZOXjr1q04Ozvj4OBAWFgYixcvxs/PjxMnTtTss3z5crp164ahoSFXrlzhu+++Y+XKlcydq16pAfD999+zdOlStcf/6sQVVJURnJeoZHRyE3hZmiMa10ADLzM72li54mftSktLZ0zeUEmlTF9l1rA6daWvvEwd8Ld2x9/Krc70FUCBpITgvGge5kcRkh9NcS2BdO3Q19SlkYkDHib1a8CQi6EtWm9JLxVKymoYoVeAKLEsR80c0d7AgvY2HrS38aK1ZcM3MlpvOiep5QWvgaF0IosyKZCo7AFMtPVZ7TuatjZifUhMUTYf3jtEenkR5roGbGw7kjY26mWcgiCw5nkQ618ou49/1rwLsxoHqG33eiy8c54TL1/Q38WLjZ3FpdYyhYLOh7aRVlrM8g49mOgj1svE5ufR68AuAK6Mm4K7pRiQ3YyPZ/qpU+hqaXFp8mScawEbQRCYcvgE9xKT6e7WkM0j1Eu9/7wXwsprQRjr6XJh1mRRCbtCITBt53EeJqTg59qAHVPFzM6+O0/45fQtDPV0OPXpJBwsVNd+cXklw37eQ05xGTN6+TO7v/g87b0Wyu/Hb2NqqMeJ76ZgaapaiITHZzDlh4NoaMDe7ybg6aRKWxeXVTJ0/nbKKiT8MLs/PdqKxd2//3mdYxefENCqIb9+JXY7FgSBiZ/sIDk1X83TR6EQGDF2IwUFZaz6ZTStW7mI9xu9kczMIn5YMYq27cRM04wxf5AUn8O3K0bRoau4rFomlTOq00+Ul1Wxdv9HeDZV7x0lCAIzeq8iLTGXz1ePoevAlmrbAHw6bA0RwQlMWTyA0bN71rnN3x0lheXM6fcrWSn5tOvdlG+2TVObeF5GpPPp2E1UVUgZMK4dn9Qq9U9JyGHhpK2UFFXQtosX3/w+TrRyT0/N5+t5B0hLycfQSI9vV4yklV8dup/zT1m7+iIymQIvbweW/jhC5Pr78NFLlv10hvJyCQ4O5vy8bAROdThJy+UKyisklFcogUpZuUQJXCqUAEb0ePXf5dWgpqxCUvN3RYUEuaLuadHS3JBPP+5Fx7Z1N0KWyxUcOR7Mzt1BSKVyTEz0mfNxD3p08/nb2Z/YmExmTf8TTS0N9h76BNv/EbH1m+L2rUiWf3cCQYDxk9ozdXqX936OR8HxfLHkKIIAM6cHMHZ0p/888NHV1cXX15d79+7VPDZ37lyCg4O5f//+Ox9s586dcXJyYu/eve8MfGrHjRs36N69O3FxcTRqVLenw7fffsvOnTtJSUmpc/xdGJ8iSblSo5OXQHBuIrElWWrP42lqV8PotLZyxlTnzfbpBZJS7ufE8iA3lkd5seRLxH4/tvpmNUDnTekruaAgqjiZh3lRPMqLIqYkFeE1I0MjbX18LTzws/KikbEDiWVZxJSkEluSSmxpGpVydZdNXU1tGhk74F7NDHmaNMDZyPatHj1Kc8RswgqTuJcTQ2h+vAi86Wlq42vViPY2ngRYe+Jg+P7unYIgkF1ZQmRROjvj7vCkIBktDU2+bjqAEc5iUX1OZSmz7h0mrCAdHQ1Nfmg9gKHO6noLgHXPg1jzXJm2/bRZZz5p0r7O7QAi8rPpd3YnmhoaBA6biaOx+Kay68Vjvr93HScTM26Mnq4mVJ514QyX4mMZ4unN7z3F/jeCIDD1xAmCkpLo4+7OxoHi9A1AXG4eA3fsQ6ZQsG3kELo0Eq925QoFY3YcJiw9ky7urmweM1h0o03JL2TIeiWz8+3AbozxV50ThUJg8h9HeJKYTjt3J7bOEKfLrj2L5dMd59DW1OTQZ+Nxd1CVYsvkCib8coCY1Bz6+3uzfIq4Gujrzee58iiaNt5ObFwkNjXcfuI+20/cx8XBkv2/TBKV9Cen5zN27g4ADq2fhqO9+LrZuuc2+449pGt7T5YuFrNor1ychw1pzZyPxave3349z4WzTxk2og0fzxWXw65bcYFzx0MYOsafWQvFDBXADwsPcudaOOM/6srEj7urjQPsWXOZg5tu0La7D9/9Ufdi8OqRh/z26QHsna3ZfvvrOtmjvzMEQWDpB9t5eO0Fdk5WrL+wCGMzsXYxP6eEecPXk5tZRMsAN5Zv/0Akxs7PLWHBhC1kpRfi1bQBv2z/AP3X2kvERKbz9bwDFBWWY2Nryg9rxuFay79FLlewfcvNmrYKXbr58NmXA2pcuQVB4PipUP7YcgOFQqB5M0eWfjsUs9fE0LfuRbNl923yC8qoqHxzo81/JTQ0wMhQD0MDXYwM9SgtryInV9k7sXdXH+bO6P5G9ichMYdffr1ATKySte8Q4M6Ceb3rNN77T8XPy09z/eoLuvVozFffDvnbXuc/GedOP2bN6osAfDK3F0NHvL8p5cHDD9j6ZyCCICHw2rf/eXGzvb09PrXM1ry9vTl+/Ph7Haifnx937ihX29bW1mhpaZGVJQYUWVlZoqqv2uHvr3T3/Cvg4+/vz/Lly6mqqkJPT5121tPTq/Px21kxRCTnEJyXQExxlghUALiZ1MPP2pU2Vq60tnL5S0djhaAgsiiNuznR3MuNIbIoTfR8Blq6tLZsiL+1G/5WdaevoBarkxdNsUzM6rgZO+Bn5Y2/lRc+ps4icbCnqSO97ZUAQS4oSCvPIboktRoMpRFbkkq5vIrI4mQii5Nr9tPR0KKhsQPu1cyQh0kDXI3tRayTnpYO3mb18Tarz2jnACpkEkLy47mbE8XdnGiyKou4mxPN3ZxoAFyN69He2pP2Np40t3B+q4gZlClMWwNTbA1MCbBx47tnpzifFsaysDMkleUx37tnTerORt+YfZ0nsTj4NBfTIlkccobE0nzm+XRRq8ia27QjWhqarA4LZHVYIDJBwbymHes6BHws69HR3oWgjER2RATznZ94Qh3l2YS1ofdILiniYkIMAxuJGYOPff25FB/L2ZgoFvgF4GRmLnp/X3buzN29e7kUG0twaiptGogZBTdrKyb7tuTPR6H8cO0W7ZwdRX2+tDQ1+XlwL4Zs3c+t2AROP49kSDPVd9XR0pz5vTrw8/lbrLocREcPV+pXMzuamhosH9WL4b/t5X5sMieCwxnup0pb9WjuTrdmbtwIi+P7Q1fZM1/l+KytpcmS8T2YvPIg5x9GMrCtD35eql5cHw9X9vEKjkzm3vNE2jdTAbYxfVpx5PJjEtPzufYgmt4BKubGycGSdq1cuf84gWMXHrNgmhhodGjrzr5jD3nwOJ4qiUzU2DSgrRsXLz/n/oM4Zs/qLvo+tfZtyIWzTwkNUe8t17SFE+eOh/D8abLaGIBfJw/uXAvnUVDMG4FPx77NOLjpBiG3oyktrsC4jgqwjgNa8Md3x8lIyuX5g5c0r8PR+O+M41tu8PDaC3T0tPl681Q10FNVKWXZrN3kZhbRwNWGr9ZNEIGeivIqvpu9l6z0QuwdLfl+/UQR6ElPzefr+UrQ4+Zlz/LVY7CyEad7ysur+HnZae7fU1ZlTpzSkUlTO9Z8VjKZnHUbr3H2/FMA+vVpxvw5vWpSl4IgsOfIA/7cf0ft/enqaGFoqIeRgS6GBroYGiqBi6GhrvIxQz2MXj1moKv621AXIwPlb0MDXQz0dcQeRRIZOw/e5dDJYC7fjCDkWRKff9Kbdm3U5x9XFxs2rp3AoSMP2b3vLnfuxRL2IpV5s3vSrcv7N09+W2RnFXPrRgQAI0erO1//r8aAwa0oLCxn15+BbFx3BVMzA7q/Zz+uMaP8iYnL4tr1p++8z3sBn/bt2xMdHS16LCYmBmfn93OFfPr0Kfb2yn4burq6tG7dmuvXr9dofBQKBdevX2f27Nl/+RxAzfO8aRsLC4s6wc1fxeLHR9F6rcNvI2MbfKuBjq+VC5ZvcUculJTzIDeG+7kx3M+JUfPm8TR1oJ21B22t3Whq7lQnq1Kb1YkuEbNWRtr6+Fp64m/phZ+VF1Z66gg3qzKPzIpcnIzssdBVjmtpaOJkZIuTkS097ZQl3QpBQXpFHjHVYOgVICqVVRBdkiJ6bW0NLVyN7GpSZB6mDWhkZI9udTrLQFuXjvW86FjPC0EQiC/N4m5ODHdzoggrTCahNJuE0mz2JQZhpK2Hv5U77W08aWfjgbXe23Phulra/NRyOM7GVmyKvsnul3dJLs3j51Yjahqc6mvp8Lv/cFwibvFH1B3+iLpDYmk+K3wHqaXdPmnSHi1NTVY+vcna50EoBAXzm3aqE3zOaOxHUEYih2PDmN+8g6iCy1BHl8lNWrIm9B6bnz5kQENP0XM0rWdLZycXApMT2fw4mJ+6ilMcntbWjG7alINhYfwYGMiJcePUgNon7f05GxFFUkEhO4Mf81E7sTDbzcaK2Z3a8vvNu/x06RYBrk7UM1GlvMb7t+DyixgeJ6Xz3amrbJuiYnZcbCyY3TuA1eeD+PVsIO09nLEzV30eX47oyqOYZF4kZXLo9lPGd1GJSpu42DGyU3OOBD7j54M3OLREpQWqb2PG6B4t2HcplHVHb+Pf2LnG1NDYUI9x/XzZfPQuf554QHd/T5Hh4ch+rbn/OIHzN18wY0wHkZbHy80OGytjcvJKeRyWTDtfVQqldSsXdHS0yMgsIjEpF9fXDO9atnZBQwOSEnPJyS7Gpp7qe9OkhRKwxcdkUlZahVEtjY5vtag3NjyNgrxSLOqoJHHxsMOxUT1SXmZz/1oEPYep2yboG+rRdUhrLuy7x6WD9/8rwEehUJAUncnTO9Hs/OUcAB99Pwy3Wi0EBEHg9y+PEh2Wgom5IUu3ThGBN7lMzk+fHSY2Ih0zC0N+2DQJ89cqvIoKy5VMT0E5bp52/Lppktp5zMos4psvjxD/MhtdXW0++3IAXburvGZKSir5/odTPH6SpGxjMaMrI4e3qblWqyQyVqy/xLXASABGDGzNiIGtagCLrs77F6W8S+jpavPR5M509Hfn57UXSU7LZ/HyE/Tr3oRPpnVVY3+0tbWYMC6Adm3d+OXX88S9zGb5T2e4fSea+bN7YW7+nzN5PXk8GLlcQfOWzrh7vnlO/F+M8ZPaU1hYxqnjIaz86Swmpgb4+ddNZtQVGhoafL6wL24Nzblz8x33eZ9UV3BwMAEBASxdupRRo0bx6NEjZsyYwdatWxk/Xlnt8uWXX5KWlsaePXsAWLNmDa6urjRu3JjKykq2b9/O+vXruXLlCt27K1dNhw8fZvLkyWzZsgU/Pz/WrFnDkSNHiIqKwtbWlpcvX3LgwAH69euHlZUVYWFhLFiwgAYNGtR4+5w9e5asrCzatm2Lvr4+V69eZdGiRSxatKhOHU9d8aqqq8+ZFQQ4e9Wkr6z0/rpUTiEoiC7O4F41qxNemCLqoSWa4K3dsdavm4bLr2Z1HuVFEpIfo8bquBvXx8/Kq4bVqa3JkSqkhBe9JLQggpD8CFIrVCyala45biaOuBs74WbshJuxI2a6bwYagiCQUZlfkyKLKVYCotrHBKCpoUlDIztaW3rQ1sqbJmaudTI5JdIKHuTGcjcnmvu5MSLdDoC3aX3a2yjZIG+z+m/197mQFsa3T08hUcjwNrNnXZvx2BqIz+2JpGd8E3oOqaCguWV9/mg3Cus63LO3RT7g5yc3APi4cQCfNuusBn4EQaDv2Z1EFeSwuFVnZjUVi6ILKisIOLCFCpmUvf1G0rGBi2g8OD2VUScOo6upReCkadjVMjzMLSuj+86dlEokrOrTh6E+6qaMp8MjWXT2EgY62lyeMQV7U/FzSOVyRu84RHhGNj08G7FhlLhRaWJuAUM3KIXQy4f0ZLivanUlVyiYuPEwYcmZdPRyZdMH4nTZsXthLD98HQNdHY5/MZH6Vqp0X0lFFcOX7ia3qIwP+7flowGqtHVxWSVDv/iT4rIqvp7SkyGdVOXgZRUShi3YTlFpJd/O7EO/jqr3LAgCExbsJDE1n3lTuzKqvxhE/L75GicvPGFAr2Z8Plucmvri66M8DI6v08X5kw93EB2VwWdfDqB3X3EadPLQ9WSkFfDj2nG0aSf2TQKYM2YTsRHpfLp8GD3f0HNr//qr7Ft/Dd9Onizf/kGd28SGpTC3/yp09LTZH7yszr5Z/05UVkiIeZpE+KN4IkISiHycSFlxRc1416Gt+WztRLVr/NWxa2lr8tPO6TR7bQISBIF1y05z8XgIunrarNg+De/mKuBUVSll8Sd7iXieSj07M9bu+ECtQ3dEeBrffnWUwoIyLCyNWPbTSLxfsxZITcvnq2+Ok5Kaj4GBLku+GEjAa59DfkEZX/98ivCodKVYemZ3Bvdp8Z86be8cVVVStu27w9EzIQgC2FibsHh2b/xa1S24lsnk7D94n70H7iOXKzA3M2T+3F50rsMd+32jrKyKsSPWK/ue/TKKtv9lBvE/EQqFwM8/nObmtXD09XVY+ft4fOpw8v6r+FsNDM+dO8eXX35JbGwsrq6uLFy4UFTVNWXKFBITE7l16xYAK1euZOvWraSlpWFoaEizZs349ttv1UwNN2zYUGNg2KJFC9atW1eTzkpJSWHChAm8ePGCsrIyHB0dGTp0KEuWLKl5g5cuXeLLL78kLi4OQRBwc3Nj1qxZzJgx451z6O9z4oqlFTzMjeVeTgz3c6PVtDpuxnYE2HgQYONJM3OnOoGAXFAQWZzEo7woHlZrdV4PY20DfC098Lfyoo3lm1md0PwIQgsiCCuMoVKh0u9ooomNvgXZlflq6TqAenqWShBk4lgDhkx03nwDFgSBrMqCGkboFTtUKBWX2Rtp6eNr6UFba2/8rLyxrANgvZ4CvJsTTWRxmmjcQteIdtYetLfxxN/a/Y26qaf5ycwLPkiBpIx6+qas9xuPt5l4xfMoJ4lP7h+hSFpJfUMztgSMwcNMvV/Mn1GP+PHxNQA+9G7L4hZd1SaGY3HPWXT3ArYGxgQN/wjdWg1Gv793nV0vHtO+vhP7+6s3Bhx94jCP0lP5oHkrvumobuz5qpWFnbEx16ZOFfn2gPIzGLf/CCGp6fTz8mDtEHUH4KisHEZsO4BUoeC3Yf3o30R8c31lbGisp8uZuZOwM1N9Pi+z8hjx+36kcjk/ju7NYF8VEFEoBKZtOMrjl2m093Zh40xxK4yroTEs3n4eHW0tTn4/GYfXgNGBK4/5/dAtrMyMOPHzVAxfMybcey6YjYeCaFDPjEMrp4i8R05efsqqbdeob2fOwbUfiMSzIU8TWfjtUSzMDDmxa5Zo7PTZJ6xZf6VOF+cd225yYO+9OrUQvy49zdXzzxgzpT0f1JHO2rPxGge23KJjryZ8XUdDUoCUl9l82Hc1WtqaHLi7BNM6QI0gCMzu+yvx4Wl8tGw4g6eqt8J4n8jPLiYiJJ6I4ATCg+N5GZ6KXCYuOtA31MWrlQstO3gw+IPO6BmITRYDzz/jlwUHAJj3w3D6jBIzige33mL3hmtoaGjwze9jCXitMalcruCHL49x91YUxib6rNk+FSdXceXl9asvWLXiHFKJnEZu9Vj+82jq2aruaY+fJPH9D6coKanEtp4pPy4bTqOGqu/py8Qcvlh+gqycYoyN9Fj+xWBaN//v9qCqHWERqfy89iJpGYUADOzVjI8/6IKRYd1ZhpjYTFasukB8grIopltXb+Z+0lOkW3rfOHbkIZs3XMPJyYrte2b+zzdPfVNIpXK++fIIIY/iMTE1YM2GiaL2JG+Lf1pW/IvxVydO2Ucrg/u5sdzLjeZ5QbKI1THU0qWNlVtN2sZWv25FfV5VMcH50TzKU1ZglcgqROPuJg1q0lc+pk5qrI5EISXiDawOgIWOKa0tfWht4UMLC0+MtQ0pl1WSUJZKbGkycSUpxJUmk1aRXefx2elb42bsiLuJE13qtcFS968rAwRBILeqiOdFCTVpudpAyNPEEX8rLwbVD6gTvCnPSwn3c2K4mxvNg9xYUUm7loYmTc2daG/jySindhjUauqaWl7A7If7iC/NwUBLl5WtR4oMFQESSvKYee8QiaX5GGnrsr7tCDrYqtOpu6ODWRp6FYAvWnTjQx8xWyCRy+lwfDPZFaWs7tCf4Y3E+ejUkiI6H9qGXBA4O3QiTW3EOrXbyYlMPnMcfW1t7kyegZVBLX2FTEavXbtILS5mfrt2zGkn9gUCiMzKYciu/SgEgT1jhtPOxUltmw2B91kf+ABzA30ufDwZK6PXXIwVCsZvPUxYaiadPFz5Y6KY2dl6/RHrLt3F1ECP04smYfNahVhiVj4jVuxDKpfz88S+9PNVaZkEQeCjtccJjk6hbxsvfvxA1b9MKpMzaskuUrOLmDGoLR8OUVWHVVRKGbZwOwXFFXw1vSeDujR9bUzC0JlbKCmrYsUXQ+ngq/rMZDI5gyZupLSsig2/jKWZj0oXlZ1dzOg3uDg/fZLEonn7MDc35Mip+aKJ4tKZJ/z2w1maNHfkt21T1c/9sxQWTNyCkYk+h299WWfncoCPB64hITqjTgDxKs7uCmLTN8dw8bJn05XF71X1U1leReCZxzx/+JKI4AQyknLVtrGyM6Oxb0N8/BrS2NcVV2+HN7pFR4el8Pn4zUiqZAyb2pEZXw4QjV87+4RVXyu1nB9/OYBBY8Xfi02rL3Hq8CN0dLT4ef0EmrVSARJBENi94zb7div1OAEdPPhyyWCRncC5C09Zs/4qcrkCH28Hln8/TCQEvh/8ku9XnaWiQkoDBwt+WTIMpwbi/nX/V1FRKWHr3iCOn30MgK2NKZ/N7oVfy7rZH4lExt799zhw+AEKhYCFhREL5vSiQ3v39678kssUTBy7keysYhZ81o/+b6gk/H8lKiokfLZgP1ER6djYmLBm0+R3rk7725yb//8W2ZVFPMqN40FeLI9y49S0Oq+Euu1sPGhh4VynVqdSLiGsMJ6Q/BhC8qNJKBN785hoG+Br6YmflRd+lp5Y1gIGgiCQXpHD44JIHhdEEFYUi0Shql7QRBMvUxdaW/jga9kYV6P6al8eQ219Gpu50dhMRRmXySqIL30FhpKJK00mozKXzOqfO7lPOJt+m99aLKrRB9UVGhoa2Oib002/Jd1sW6IQFERV+wg9yIskpiS1RicUVZzCihZ1ez5Z6ZkwoEFrBjRojUwh51lBEndzlWxQQmk2TwsSeVqQSLG0gjme4sqhBoYW7OkwnfnBBwnJS+SrJ8cJ6v2FKFXmamLF4S5TmXnvEE/z01gccoY7/earnavJnm04lxxJaE4q+2MfqwEfXS0tAuydOBUfwZmECDXgU9/YFB+rejzPzeJkbIQa8GlX3xELfX0KKiu59DKW8U3EqRY9bW3GNW/OyqAg9j57Vifw8ba1oUsjV27ExbMr5EmdwGdG+zbsfviEwopKjj15wcwOqslXS1OTBb06MHXHMW7HJBCblYeHnapSa2qX1uwLekx+WQVHHzzn416qY3CxtWRAG29OPnjBzuvBIuCjoaHByE7NCI5O4WJwFF+M6YpJdasLHW0tBndsysbjdzh285kI+Bjo69DF152TN8I4G/hCBHwM9HVp2diR24/iuHEvWgR8tLW18Ghky+OwZMKj0kXAx9raBAsLIwoKyoiOycTvNWM+N3eliWRhYTk5OcWiG6u7l5ItjI0Wf09fhUeT+hga6VFWUkliXBZu3g51btepXzMSojN4eDPyjcCny5DWbP/hNIlRGbwMT8OtiXqJfO2Qy+RcPvyQfb9dpCBb1e5GQ0MDFy97fHxd8WnTkMZtGlKvvsU7TaRyuYJVnx1GUiXDr6s3H3wurjrMyy5m7VKln9qIKR3UQE/w/ThOVbsFf/b9EBHoAWW5+ivQM3psO6bN7CoCm0+eJrF6zWUAunf14fPX2lMAvEzI5uufTyGTKWjZ1InlXwzC1OT9GRJBEJDJFEikMiRSGVUSGVUSufL/V7+r/66SyKiSypBIZEikyjG5XIF/Cxe83cSMsoG+LvNmdKdzOw9+XnuRjKwiFn13jDYtXfhwYkc83cT3AF1dbaZN7UT7AHd+WXWepKQ8vl12kmZNGjB9WmeaNn77dfAqoqPSyc5SXgehwfH4NK6Pa0N1Nvv/lTAw0GXqtM4s/vQgOTklHD30gNnz1Css/934B/jUERujL/OsKo34UjErYlhdgRVg40mAjQf2Buql2YIg8LI0g5D8aELyowkrSkBay5vH3aQ+fpZe+Ft74W2izuqUyyoJK4qpBjuRZFXmicYtdU1pZSFmdd43jLQNaGruTlNzVT64RFrGy9IU4kpTuJx5j8zKXH6O/JMfm855a1n7q9DU0MTHzBkfM2emNuxDflUxR1Nucyj5Zp36oLpCW1OL1lYNaW3VkLmefYkryWTivQ3IBQVuJupNDwEMtHQolSobpvpZudapD9LR1CK3UpmSDKjnWuekEF2YTUS+kkXr56xefXE+MYpT8crqiQEu6uObnj7keW4WWhoa9HZVz7X/cu82BZWVGOvo0r6BOmDJKClhe4iyoWrPN1QrPkhK4dZLZVVSD/e6t1l78x7FlVXoaWvRyc1FNCaRyVhzVdk6oFE9S5xfMzQE2HEzhPyyCrS1NOnkLV61Pk/K5HyIUlTavZlYA1NQWsHaE0p7AH8vJ1GPrqTMAnZfUPZK6+Yrdv4NjUjhTKCyBUHXNuKxe6Evuf1I2eKkk5/49cKj0nkcpqzAal5rsrh4OYyCgjIMDXVxr9Uo8+ql5wDY2pmpWd2HhymF/C6N6qbYS4oqKC9TspE2dm9eibpV6xOyUuvuWwdgYm5Im27e3L0Yxv3LYX8JfARB4OHVF+z4+Swpccrr087Jiq5DWuPj2xCvVs5q1VnvGg+uR5CakIOxqQGfrxqt5qJ7Ys9dpBIZ3s0d+WC+2AJAEAR2/aFUlA4d40+XnuKGmEVF5WzfohyfOr0z4yd1EI1LpXLWrL8CKCu3Fi3oI/peSqVyflxzAZlMQVvfhvz01RBRKjQ7r4SdR++Tm19KlaQauEjl6n9X///v5je2HbpLl7bufDi2A871xV5CLZo4snPdFLbvu8PJC08IfpJI8JNEunbwZPr4DjjWFzNUXp72bN04hT3773H0eDBhL1KZu2A/AW3d+GBKR1Ga703R0M2WDh09uRMUze1bUdy+FUVABw/GTWyP1xtA+f9qSKpk7N0dxOGDSmscUzMDunVv/Ja9/rX4B/jUEceSH6BlpIcGGviY1VcZCL5Bq5NfVVzN6MQQUhBDgaRENG6jZ4avpSe+lh60tnDHTFd8sxUEgYSyNEILInhSEEVE8UuRKaC2hjY+pg1pbelNKwsfnA3t37qSK5GWElMaR4m0lA7WbdF+B+BiomNECwsvWlh40daqGYueriayOJ4/4o4wx33sv2TAZalnSjPzhhxKfke5fR0RmB2BXFDgbGRNL/u6PXm2xgQSVZyJuY4hXzcdUOc2S59eJLW8kAaG5nzbQr37dLGkko9uH6dCLiXA1oVPm4ldlMNyM/j0znkApvn4MtJN3LPpYnw0vwYrJ/6l7Xvgby+umDkdHcmOZ0o6fHXPPriYi4GzRC5nzrlz5FdU0LhePb7p0kXtGDNLSpl/+gIKQWBYUx9GNFO/MZx4Gs6f95UNHn8a1AtvO9UNVBAElp+9ybOUDEz19dgwfrDIjflWxEs2XFH6dC0Z2o0mjqrVanZRKQu2n0Eik9OlSUM+7K1a+Utlcj7bepa0vGIaWJvx87R+NddLaXkVi9afprSiiuZuDnw6VvW+0nOK+Hr9OeRyBb3aeTK2r0ownJlTzPL1So+P4X1b0qWtChTJ5QrWbFXqsfp2b4KPp+omX1xcwdY/lUUPUyZ2EHWBllTJOHRA+f7Gjg9Q62V0+5oS1HZ+Q0frF6GJALi42WL2F4Jkq2rtSl5W3W7nr6Jd72bVwOc5Ez/tV+c2UU8S+fOHM7x49BIAUwsjxs3vTb8J7UXd0f/VOF59rvqPbYtRLSaluLCc80eVgHXch13V9JL3AqOJjcpA30CHsVPFoAbgz603KS6qwMXVhtHj1NnLYyeCSU7Jx8LckFkfqmvqdh++T1xCDmYmBiye01v0eUmkMr5YcYroeHVvtXcJXV1t9HS00NXRRldXCz1dbeXf1f+/+ltPVxs9XS1Kyqq4/SiWWw9iuf0ojv5dm/DBqADqvebMbGigy9wZ3RgxsBV/7r/DtduR3LwTze17MfTv1YwpowOwfg1s6+pqM31qJwYPaMHuffe4eDmMew/iuPcgjs4dPZk8oT2urm/Wuejr6/D9jyOIi83kwL57BN2K5N6dGO7diaG1ryvjJ3WgWQv1Bdb/WkSEp7Hql3MkV6dsu3Tz4ZN5vd65g7tMJuf5i9S3b1gd/wCfOqJf/ZZ0dmlOG8tGmNXh0VMll/K8SJm+Cs6PJr40QzSur6lLC4tGNWDHyVC9hUORtJSnBVE8LojkSUEUBVJxl3Z7fRtaWXjRysKHpubuGGi9uSRfEASyq3KILokjpiSO6JI40itVx3Qv7yHz3Wdh+B7MUANDWxZ5TWZ5+BauZt3H1ag+A+urt1P4u6NUWsmBBCVNPr1R9zpbbYQXprE9Tgk4ljQbgLW+upj6bPJzTic/RxMNVvkNUXPTVggCC++dIam0AAdDU9a1HyIyIcwsK2HGjRNUymV0rd+Qr1qLhckvcrNYcPMCAFOatGKCTwvReERuNl/cVK5sP/H1p1dDdTbo58BAnmRkYKqnx4YBA9CvJWyWyOXMO3WOvPJyvOrZ8H2vbmrXVWhyGt+evw7ArI7+DGgi9hM69CiM46Ev0NTQYNXofiK2Jz47n8UHLiEIMLpdM0b4q4BdlVTGgj/PklNcRkM7S36c2KcmXSEIAr8cusHj2DSM9HX5fdYgzI2VE6hcoeCbrRdIzMinnoUxKz4ZiE715FVRKeXz309TWFKBp0s9vpreq+b9SKVyvv39LMWllXg1smX2JPG1d+5qGNFxWRgb6TFzklgYvGN3EMXFFbg4WzO0VuXVxQtPycstxcbGhF59m4nG8nJLeP4kCYCO3er2WgkLVTJtTX1d6hx/FdbVbFBxYTlVlVL09Ot2L/fr5oOmliYJkelkJOVi76xKOaYlZLNrxXnuVHvZ6OrpMHR6Z0Z+3AOjf0MM+3qEhyYS+SQZbR0tBk1SN/A8vf8+lRUSGnnZ49tBfM0qFAJ7tt4CYMhoP7U2H5ERaVw8pzz2eQv7qIHMrOxi9lQ3Np05oyvGtcrBI2Iy2H9MaW64cFZPrCzEC8aNewKJjs/CzMSAj8Z3xEBfpxqsaClBje4r4KIlAjR6utroaGv9Swu5+OQcthy4w52Ql5y9/pzLQZGM6NuSiUP8ROk3Bztzvvl0AGOH+bFtbxD3Q+I5c+kZl2+EM3xgK8YP9xeVv9vYmLJoQR9GjWjDzj13CLwdRWBQNLfvRNO5kxeTxgeIbBlqh5u7Hd8uHUZyUi6H9t/n2tXnhIYkEBqSQJNmjoybEEAb/0b/553ja0dlpZRd2wM5fvQhggAWlkbMW9iHDp283r5zdUREprN67SVevkx7+8bV8Q/wqSM+8xkkEkcpGZlMQvKjCc6PJqwwXq25podJA3wtPWlj6YGPmYtaawm5ICe6OKlGqxNXmiKqtNLX1KWZuQetLLxpaeGNg8GbL3K5ICepLEUJdEqVYKdQqr6ydNC3I19SQHhxFEsjVvK551ys9N5dEOhr2ZgproPZkXCK7fEncDK0o7nFv19++T5xKOkuJbJKXI1s6GGv3hW7Si7l6ycnkAsK+jg0pZeDuvlVSlkB3z2pdgf17kgrK0e1bdY9D+JGehy6mlr80Wk4lvoqkFgulTD9xnGyKkrxMLdmXadBIpfhrLJSpl1SgqLOjq4saSsGRYWVFXx04QyVMhmdnFxY4KfeHuNMVBR7qr2pVvftq9aPC2DlzSAep2VgoqfHhqED1Cq+0gqLmX3kLFK5nF5ebsztIl5hhySk8vP5WwAs6NWeDu4uNWMlFVXM3XWGsioJrV3r88WgLjVjgiCw/PA1XiRlYmqox7oZgzHWVwHxgzefcPLuCzQ04Odp/Wj0mrPz5pP3uBOWgJ6OFqvmDMbKzEj1nFsvEZeci4WpISsXDEZfT/V+/th/m/CYDIwN9Vi+cKDImyUnr4Ste5RA94Nx7UUi2Ni4rBrTu7mf9BAzBBIZh6on2jHjA9Q6g9+5EYkggHeT+tjaq59/gOchiQA09f3rPlHGpgbo6etQVSklL7sYhzpaLACYWBjRtG0jnt2N5cGV5wyd0ZXC3BIOrL3MhX13kcsUaGho0HOUHxM+7YfNG47rX41j25VsT48hrbCsZTJYVlrJ6QPKtMOY6er2DkHXI0iIy8bQSI8R48XXtFyuYN1vShDds3dTmjZXZx02br5OZZWUZk0a0KsWw1ZVJeWnNReQKwR6dPKmawfxfSfwYSzHLj4BYMmcvgS0Um+F8XdEQycbVnwxlLCoNP7Yd5uwqDQOnA7mzNUwxg/xY1T/VqLr2M21Hiu+Hc6z8FS27A7kRVQ6B44/4sylZ4wf4c/wAeLtnRyt+O7rwSSMC2D3/rsE3o7mVmAUgbej6NLJi0kT2uPyGjiuHU7O1nz+1UAmTe3I4YP3uXThGS/CUvjq88O4e9gxbmJ72nf0/J+o/Hr2NInVK86TnqZMB/fo3ZSP5/TE9B1BfVlZFdt33ub02ccIgpJte9f4B/i8IfIlJYS+Sl/lR5NfK31lrWeGr6UHbSw9aWXhjrmuujdMTlVBNaMTydOCaMrk4gouFyMHWlv40MrCG29TV3Q0614VVsgriSuNJ7oklpiSl8SVxlOlEDfy1NLQoqGRCx4mbniauOFh3AgTHRMSy5L5NXodqRVpfBf+M595zsXZSH3if1MMqd+NxLJ0bmQ/4peoHfzWYhH2fwHK/pNRIq3gQKJSizLdrW62Z0P0DeJLc7DWM+arpuql3TKFgkWPTlEqq6KVlSOzvNSdma+nxrKuum/Xj359aWqpEi8qBIFP757nRX4WlnoG/NltOCa6qkm/QiZlxpWTZJWX4m5hxfruA0VMkVyhYP6VC6QUF+FoasbaXv1EoAkgJjeXr64o2aCP/f3p1lD9Jn4+MprdIcob/cr+vXG2MBeNl0kkzDp8mvzyCrztbFgxpI/IADG9sJj5h84hUyjo19STDzqoWn3IFQoWH7xIYk4BtmbGrJ7Yv4aVAdh76zFngyPR0tRg1ZQBOFqrXvteRCK/HbsNwPxhnejQRAUIrjyMYtd5peh1ydReeLuotDY7Tz/kxqNYtLU0+WX+QGxfSxcEPozl8Dllqu7r2X1wsFW9nkIh8NOaC5SUVuLpZsuQfqoqFkEQWLvhKgqFQNfOXrRsIRbZXrkURk5OCVZWxvTt30LtHAdWp7k6vSHNVVJUTmKsMq3StLVLndu8Cg0NDaxsTUlPyiM3s+iNwAeU6a5nd2O5fe4pleUSjv5xnYpqHVGbbj5M/WIgrn+DXiPlZTYPrivf87AP1MvpLxwJprSkkgYu1gR0F3tKyeUK9laDpuHj2mJqJp6szp99QmxMJkbGenw4S7356aPgeILuxKCpqcG8Ob3UQNW2fUEkp+ZjaWHE/JliW4GM7CJ+3nQJgHGD2/zXQM/r0cyrPpuWj+H+43g27w/iZXIuWw4EceziYz4YGcCAbk1EoLt54wZsXDGOe8Ev2bo3iISkXLbsvs2xs6FMGRNA/x5NRdu7utrw/ZIhxCfksHvvHW7fieFmYBS3bkfRtYs3k8YH4Oz0ZgBkZ2/OvIV9mTCpA8cOP+Ts6cfExmSy9JvjOLtYM3ZCAF27NUZL+7/bLgWgolzC9i03OH1S+R23tjFh/qK+ar3z3hSCIHD7TgwbNl0jN09ZQdyzR2MmjPHF+ewX7/Qc/wCfOmJ2yHpSyBc9pqepI0pfORvaqn1ZJQopL4rieFIQSWhBJCnltSu4DGlh7kUrS29amntjpVe3ODJfUlCTsoopiSOpPEXNh8dQyxAPk0Z4GCuBTkNjF3Q11RGvi5ET3zf+kl+j15JWkcGyiJXM95hFUzN1c7y6QkNDg0/cx5BWkU10SSLLI7ayqvlCDLX/M1T7X8XBxLuUyippZGxLdzt1JudxXhJ7XipX8N81H1xn65BNUUE8yU/FWFuPVW2GqPXQii/OY8H9MwBMdG/N8Ibi9MdvT4K4mBSDrqYWW7oOw9HEvGZMIQgsunWRsJxMLPQM+LP3MEx1xSnJNY/uE5iciL62Npv7DcJcX3zeSiUSPjl7lgqZjPZOTsyvo4orLjePry4oS+xntm1DDw+xoFkhCHx28hLRWblYGxnyx+jBGOqqQHSFRMrcA2fJL6vAy96G5UN7iq7djVfuczsyAT1tLdZNGYS1iYpBuRuZyO+nq/uZDemMv6dq5Z6Qmc8X25V6o0HtGjOhuyqtFJWUxbKdSjA3qa8vfdqqUke3Q+PYekz5uS2a0o3mHiqjsrSsQn7aqJzUxgxsTSc/8c3w8KlgQp8lo6+nwzcLB4icnq9cCyc8Ig19fR1mfShm3WQyeQ3bM3pcO3T1xLe+vJwSwp8phdIdu9ed5nrxOAlBEHB0tanTtbl2WNuZkZ6U93adT68mbP72OFGPE4l6nAiAe1NHpi0Z/Le6Op/YoQSs7br74Firj1ZVpZQTe5WLjtHTOqkJnm9eeUFyQi4mpvoMGytukVBRLmHvLuU1M2VaZywsxedKIpGxdqPyeh4+1JeGtTQsT1+kcPSMclJcPLu3KIUkk8n59vdzlJRV0djDnplj1XVF/8kor5SQllVESlYBOfmltPJxxN1JebwaGhoEtG6EfwtXrt2NYtuhO2RkF/Pr1qscOhvCjLHt6dpWxa5oaGjQ3s+Ntq0bcu12JH/uv0tmdhGrN13l0Mlgpk/oSNf2YjamoasNS78dStzLbPbsu0vQ3Rhu3Izk5q1IunXxYdKEAJwc3wyqraxNmPlJD8aMD+DEsUecOhFCUmIuv/xwhm2bb9C4SQO8fepjZm6Iubkh5hZGNX/r6dW9EP93IjQkgd9WnicrU/md6DewBR/O6q6W5nxTZGUXs27DVe49UBY81HewYMHcXrRu5UJxcfFb9lbFP8Cnjkgoy0DbSA934/r4Wnrga+lJE3NXtfSVIAikVWTXVF89Vys118DDxIVWFt60svDGzcRJjbVQtovIIPoV0CmNJadKXMUFYKNnhYexu5LNMXGjvoH9W52NX9/3O5/F/B6ziciSGH6NXsc014l0tnlzU87XQ1dTh698prPgya+klGeyKnoPX/vMqJOB+U9FkaScg9Vszwy37mrvtVxWxZKnJxAQGOrYSs23ByAkN5lNkcob8LJW/WhgZC4aL5VWMSvoOKXSKlrbNODrVuL+W6fiw9nwXEn1/xzQhza24qqbNaF3OR8fjY6mJlt6DcHJVPz8V+Lj2BCi1Cj83LUXPtbiyUUQBL64fJn4ggLsjI35vZ86G1RaJeGTk+col0pp5+zI/E7qabI1N+5yPfolulpabBw9CPvXDAkVCoEvj18mIj0bC0MD1o8bhMFroOhKWAxbrytZme9H9KRxAxUrk5RdwOLdSmAzxL8x4zq1qBkrKqtk/ialYLlFIwe+GqvSG+UVlbFo/RmqJDICmrrw8XDV5BSfmsv3fyjTjiN6NmdIVxXQlEhlfLP6LKXlVTTxcGDWeDELEf0yi237lJ/nnOldRT4upWVVbNl+C4BJ4wOwsRFbMFy78oLMzCIsLI3oV4fXSVB1msunaQPqvcE3JCz43fQ9r8Kq+nnysv76hlyvviXerV2IDE3EzsmKyZ8PoNPAFn9r89L8nBKunVIK7YdPV9fuXT4VSkFeKfUczOnaT1xQIJcp2LddCZpGTAjAqNakdeLYIwryy3Cob8HAOtytDx55SHp6IdZWxkyZKL4HlZdL+HntRQQB+vdsqtYHa/OBICJiMzAx0mPp/AFquqF/JcoqJKRmFdb8pGQW1PydWyg2ptXQgD7tvflwRHvsravbAGlp0ruTD13beXD6Shi7jt8nJaOAb387h2fDYGZN6ESbZir2UUtLk95dG9O1gydnL4ex+/B90jIKWfrrWQ4cf8jMSZ1o09JFtDhxa1SPZd8NJe5lFrv3Knt/Xb8Zwc3ASLp39WHi+AAc/8LXyMzckKnTuzByTFvOnArl+OFHFBWW11SC1RUGBrqvASJD5d9mRqq/3wMolZZWsmXT9RrNl62dGQs/70/rt6SMX4VcruDEqVB27A6islKKtrYmY0b6M2Fcu38JoP0DfOqIz7xG0dG5JRZ1OA6Xyyp4VqgqNc+uEjNDVrrmNaLkFuaeGOuIWQiFoCC+LJGI4miiS2KJLXlJmVxc5q2BBs6Gjqq0lYkblrrv39X89TDSNmKx13y2xO/ift4jtsbvIrcqj2H1B76T4M1S14yvfWbwxbM1BOe/YH/SOSa5DHrrfv9qHEi8Q5m8CjcTO7rYqrNTv0deJbW8AHsDMz5rXHeF1mfBp1AgMMSpGQMcxYyRIAgsfnCe2KJc6hkYs6nDMJELc2h2Gp/fVU7Qs5q0VfPrOR0XwbrHSlD0U8fe+NmLQdHLgnw+varcf2rzVgzxVGcRdj5+zMXYWHQ0NdkwYABWhuJrRRAElly6SnxePrbGRvw+qJ8aY3U6LJItd5VVNz8M7EmLBmKPkXXX73ElXJlSWjt2QE1jUoDo9By+PqT0T5ncqRUDW6uOsaSiinnbz1BSUUULV3u+HqUCNlK5nM+3nSMlpxB7S1NWfajS4Ehlcr7YdI6s/BKcbC34YaYKzBWVVvD5b6cpr5TSyrsB88d3ER3r+t23iI7PwtRYn2ULxZNaRaWE5avOIZMp6NjWnQG9xMzc7j13KCgow7GBJSOGiTs8y2UKDlSzF6PGtEW/DqHx7WvhAHTq8WYmNKy6senb0lyvwroa+ORm/jXjA/DVH1OJe5FKq05eamzU3xFn9txFJpXj3dKJxrXej0wq59hOJcAcOaWjmknj1QvPSE/Jx8zCkCG1PIqKiso5fFAJ9qdO76wGTNIzCjlQ3Y191sxuGNZyON606xYZWUXY2pgye5qYtbsX+pKDZ5RWD1990gf7eu9mbAdQVl5FSlYhKXWAm/yiv7bZMDXWx9HWHAN9XULCk7l4J5LrD2MY2bMFkwf7Y2qkBH66OtqM7N+Kft2acPhsCAfOBBMdn8X8ZUfxberER+M74f2ap4+ujjbDB7Sib7cmHD0TwsGTwcTGZ7Po+2O0bOrER1M64e0u/j67NbJl+ffDiI3LYtfeO9y7H8fV6+FcvxlBj26NmTi+HQ3qvxkAGRvrM25Ce4aN8CMiPJUHd2MpLCynqLCcwsKymr9lMgUVFRIqKiRkVrtSvy3eBJQMjXQ5e/oxuTlKucjgoa2ZPrObyMDyryI6JpPVay4RW23j0KRxfRbO6/2XYu+3xT/Ap47oYtsC02rQowQqaTzOj+BxQSRRJQlqpeZNzBrVsDpOdZSal0hLCCsK51nhC8KKwimRiZ2N9TR1cTNuWA103HEzboiB1rtRf+8TOpo6fNxoGta6VpzNuMiJtLPkSfL5wGXCO5W7e5g4M9djHKuj93A05SrOhg50ruf71v3eNwolZRxOUqYlPnTrocb23M+J43CikqVY2nwIxrUqtARB4LsnF0grL8LRyKLO0vUtkQ+4mBKFjqYmmzoMw8ZARcenlRYz8+YJJAo5vRzd+ayVmHl4nJXOZ4HKdMzMZm0Y6SkGRaUSCR9dOE2pVIKfQwO+DFDXTwSnpvLLbeWq+esuXWjpoK7h2BP6lPORMWhrarJuyACR+zLA09QMlpxVpgw+bN+Gwc3E4Or0kwi2BirP0/IhPfF1VYGzwrIK5u0+Q4VURlt3Jxb0U2mf5AoFX+65SEJWPrbmxqz+YCC6r3WCX3XkFsHRKRjq6bDm48FYmiqPSxAEft1/g6exaRgZ6LJ67uAaA0OZXMGSDedJzS7C3saUn+YOFE2K1+5GceLSUwC+mdsPW2sxY7Nxxy2S0/KxtjTm89m9Rd+xhIQcTpxWpkbmfNyjpoP3q7hxPZz0tALMzAwZUAcDkZtdzItnSv+ejt3qBj6lxRXEV5saNnvHVeqrkvbct6S6AKztzbH+DwuX3xTlpVWcrwYnI6Z3URu/ceEZ2RlFWFgZ02uI+HxJpXL2/6m8bkdPaq82eR3ad4/ysioaudvSuav4XAqCwPpN15BIZLRu6UzXzuLKnUePEzhz6RkAX8ztI2r7kJ1Xwg8blN+5kf1aqaVAAUrKKqtBzWvsTZYS4BQUV6ht/3qYmxjgaGdOA1vlj6OtBQ1szalva4aZsSrVFvEykw2HbvM4MpX9F0I5c+sFUwb7M6JnC/SqxfJGBrp8MCqAob2bs/vEQ05efkrI82Smf7GPbu08mDG2A04OKnBiaKjL5DEBDO7Xgn1HH3Ly/BOePE9m5qf76NrBkxkTOtLAQbzwdXez5celw4mOyWT33jvcf/iSK9decO1GOD27N2bi+ADqO7x5sayvr0Or1q60aq1+LQuCQFlpFYXVYEgJisopLHjt78Jyit4TKDnUt2DR4gHvXF5fXl7Fjt1BnDz9GIVCwNhYj5nTu9CvT/N/W5z9D/CpIwolJYRmR9cIk4tqtWCob1CvBug0MXNDv1apuUJQkFCWxNPC5zwrfEF8WaJIo2OgZUBjUy+8TDzwNHHDybDBOwGPvwqFoKBIWkihNJ9CSQEF1b+1NXXoVq8XxtpKIKepockYp2FY61myK/EAgTl3KZAUMtf9o3cCW13qtSGxLJ3jqddYF3sAB4N6uJu8o0/EO7qH7U+4Q7lcgqepA53riSfzEmkl3z49BcAYFz/a2qgb+J1KDuN8ajhaGhr85jcUYx3x5xOUkcCqZ7cA+LZ1L1rZqABBpUzKzJsnyK0sx8eyHr93HCASCaeVFvPhlZNI5HJ6OLvxuZ8Y1AiCwGfXLxFXkI+tkTEb+gxAp1Y/r+zSUuacP49cEBjs5cWE5ureRKGpafxyQznBfNGtE60aiIFRRlEJnxw+g0Qup7tnIxZ0E6cMQhJT+eZUNSjq7MfglqpJSCZXsGj/BVLzi2lgacqq8f1EWpkN5+8RFKGsxFozfRDWpirNz5HAZxy9HYaGBvw4tS/u9VUCy6M3nnIy8LlybGY/XOxVN/cNB28T/CIZfT1tVi4YjPlruo3k9HxWbFbqgSYO9VcTqwY9iOXMpWdoaMDXC/qJ+hoJgsC6TddQKAQ6tvegTS1QIpcr2L9HKVwfMdofgzoqP4JuKA0ZGzd3xMa2bpfy8CdKfY+DkxVW9erepna8D+Pz34zLxx5RWlxBfVdr2tbSM8nlCg5Xp7GGTWqvVoZ/+cwTsjKKsLQyZsBw8aInO6uYUyeVjMy0D7uqTU5378fx4OFLtLU1mTtbrDMrKa1kxXolsBk+oJWoB5dMruD7NecpKqnAs6EtH09UfecS0vJYvfsGsck5FJVW/uX7tjA1VIIau1fgxhxHOwvq1zPDxOjdFpo+jezY+NVI7j9LYOOhIF6m5rH+4G2OXnnCzJHt6R3gXfO+LcyMmD+1G6P7t2b7obtcDorgxv0YAh/GMqB7U6aODMDmNf2Tuakhs6d1rfYAusuVW+FKD6D7sQzq3ZzJo9uJKhgBPD3s+Gn5CKKiM9i97y4PHr7k8tUXXL0eTq+eTZg4LgCH9wTUGhoaGJvoY2yiTwPHt1cBvwtQcnK2YsToutnWuuLOvVjWbbhKTq6SJerW1ZtPPuqu9v7/1fgH+NQRH4YsQ8dIdYM00NKjmbkHrS18aGnhhZ2+uppeyepEVLM6L9RYHSfDBjQ3a0pz8ya4Gzd8L6AjVUgolBZSKMmvATTK3/kUSgsokORTLC1CgaLO/UPzHzLHfRHWeiqNSQ/bLljqWrAhbithReEsj1jJZ55zsdA1f+vxTHQZSFJ5BiH54fwYsY3fW372l20t3icKJKUcSVamkGa4dVdjz34Nv0hWZTGOhpbM9+6ltn9yaT7LnipvoHN9OtPcUtzhN6W0kHl3T6EQBEY2bM44N3FV0NcPrtRUcG3tOgwjHdV1UCaVMP3yCXIryvGytGFtt/5qmpwtj4O59FKZvvqj70BsDMVfVKlcztzz58kpK8PDyoofevZUe4+5ZWXMO3UemUJBf28PJrVuIRovl0iZdfg0uWXleNpa8+tQcQVXcl4hcw+cRSZX0KuxO3O7i3VBv18I4kFsMgY62qybMhhzIxWQuBASxY5rytTZ0rG98HFUaX4eRibx6xGlEeWcwR3o3FwFOh+GJ/HbwVsAzB7RkfbNVODl/O1wDl1S6km+ndmnRhwKyrLlb1afpbxCQgufBkwfIwZwuXmlrFyvTMeNGdJGrSnlzVuRPH2WjK6uNh9/pF49FHgzktSUfExMDRg8rLXaOEDgO6W5EgFo9o76HlB5+bxN4/PfDJlUzsnqNNawqZ3UdER3r0eQlpSLsakB/WulsSRVMg5U7ztmSge1SWzvrttIJXKatXCijZ8YvFZWStnwh9JwctQIPzVB7rpt18nJK6WBgwUzJ9fyZTpyj2eRqRga6LJswYCatGpZhYTPfjtNalZhzbZWZkYq1kbE4Ji/sXHo+4aGhgYBLRri38yFi0ERbDl2j8y8EpZuvsSBC6HMHtsR/6YuNdvb1zPjm7n9GDe4DVsOBHE3NJ7TV8O4FBjByH6tGD/ED9PXdFJ29cz4ekE/xgzxZfOe2zwMTeDkhSdcuvmCMUPaMHpwGwxrMW1envb8vHwEkVHp7N57l4fB8Vy6/JwrV1/QuxoA2f9NjOL7AqW/ipycYtZvuk7Q3RgA7O3MmD+nl6jlzH8i/gE+b4iGRg1oXV195WXqqtay4RWr86zwBU8Ln9fJ6jQx9aaFeROamTd5o0anQl5BgSRfjakplOZXP15Aqaykzn1rhyaamOlYYK5rgYWOBea6ljwpCCGrKoMVUUuZ7fYpzkaqC6iVRXO+9l7Equj1JJWn8F34z3zuOZcGhvX/4lWUTUM/85zMoqe/kVKRyY8R2/i52dw3luO/T+xNCKJCLsHLtD4dbcRUeFBWDKdSnqCBBj+0HIphrWalUoWchY9OUiaT0MbaiQ89xZNohUzKrKDjFEoqaGZpz7I24pTJ3ugnHH+pNPfb0HkwDYxVGgKFIDDvxnki83KwNjDkzz5iUAQQlJzIrw+U7ML3nbrR0k49ffXrnTsEp6VhrKvLpkGDMKzlxSNTKFhw+iJZpWU0srLkx75iYKQQBBafukRkZg6Whgb8MXowRrqq4yiuqOTjfacpLK+kSX1bfh7eW7TyPhsaye7bShDy45jeeNirQHx4cibfH1IyL1O7+9K3ter8J2UV8Pm288gVAv39vZncS7XaT8os4Ms/zinHAnyY2Ec19iIug192KCe8aUPb0s1P3JJizc6bxCXlYG5qwPfzxVVar0rXi0oq8Ghky/QJYiuCigoJf2xVArHxY9piV0uUrFAINT2iho/0U9OTAGRnFRERloqGBnTsWnc1F8DzGuPCd0tzgSrVlZ9TglyuUKuM+r+IqydCyMkowtzKmB5DxWksQRA4tO0WAIPHtcXQSHy+zp8KJTe7BOt6pvSrlQJLTsrl8sUwAKbX4cC87+B9srKKsa1nyoSx4srF2/djuHwzAk1NDb6a31fka/PoWSJ7TijTcos/6kUDe4uaY12x4yqpWYXYWpnwy7yBONlbYvQeXi7vGgqFQGxqDtFJ2TRzc6hhMrU0NRnQuQk92nly5NITdp99RGxyDvNWnKBNEydmj+mEp4tqsdnI2YaVXw7jWWQqm/cHERaVxr5Tjzh99RkTh/ozom9LkVC3kWs9fv1uBI/Dktm8O5Co2Ex2HrzHqQtPmTI2gIG9mqlpqLy9HPjlx5FERKaxa+9dgkMSuHj5OVeuhdOnVxMmjA3A7i9arfxfhVyu4PTZJ/y56zbl5RK0tDQZPcKPieMD3pklep/4B/jUEVt8v8HZWr1vTom0tEar87wonOJagORtrE6prISI4ue8KHpGcnkiBZJ8qhR/Tc++Ch0NHcx1LbHQsawGNpaY61pirmOBRfVvUx0zNT1ML9v+bIhbRWpFMqtjfmS662yamatYjkbGrixt/CUro9eSUZnF0ogVzHf/mMZmf+2caahtwJLGH/Lp01VElySyMe4w89zH/1vOoHlVJRxNUt7kPqzF9sgUclZFKJmciQ3b0dLSWW3/DZG3CStIx1RHn1VthoiqzgRB4OtHF4koyMJKz5BNHYejp6X6fIKzUln2SOl4/GXrLgTYi59/xaPbXEuKQ1dLi629hlLfWMxwpRYXMffyeRSCwCifJoxtLBbfAlyMieHPUKUWZWXv3rhaqIPhNbfv8SA5BSNdHTYOGygCNQDrb93nSlQcOlpabBg1kPrmquOQyuUsOHSe+Jx87EyN2ThBXMEVnprF98eq01/d/ejVTAVCcovLmL/9LFVSOR19XJkzQAUai6sruEoqqmjqas+S8T1qPpviskoWrj1FSXkVTRvZ89Vk1VhOQSlfrDmDVCanc+tGTBsqnvAuBYZz5poybfb9/AEi2h/gyOkQQp4loaerzTef9lfT7uzZf4/cvFIc7M0ZM0pcUg0QFBhFclIuRsZ6DBletxYt6PqrNJcT1m9IYZWVVhIXqXRCfx/Gx8LaGE1NDRRyBYW5pTVA6P8iSgrL2b7yPFeOKVNRgya1R7dWNUzwnRjiozPRN9BlyHjxZ1VZKeXQTiWIHPdBRzUB9s7tgSgUAgEdPPCp1XMsOSWPw0cfAjB7VndRurGwqJxVm5TX5NihfjTxUi268grKWLbuAoIAg3s2p0d71T3pzK0XXLkfjZamBss/6Y93Q3Ej0H8nFAqBuNRcQqJSeBydwpOYVIqrfZU0NTQY2LExMwcHYFPtJK2vq8OkQX4M7tqUnacfcuzqU4JfJDN5yT56B3gxc2R7HGxUYKO5dwM2LR/D3dB4Nu+/TUJKHpv23ebIhcdMGxlAv25NRAuAVs2c2LJqArfuxrB1723SMgr5ffM1jpwO4cOJnejS3kPtvuvjXZ+VP40iPCKNXXvvEBKayPmLYVy68oK+vZsyfmw7tYXC/1XEvcxi9ZrLREUrv2M+3g58Or+Pms3BfzL+AT51xKu0zeuszrOiF7wsTXgvVkcQBFIqknhR9IwXRc9IKItT8+MBpSePeTVD8wrYmOtY1gAaC11LDLWM/iVQYa5rwaeeS9gWv56I4uf88fJ3xjpNoZONKi1QT9+G73y+4LeYjcSUxrEieg0zG06lvbX6ZPJ6OBjY8LnXVL5/sYnrWQ/xtWhMBxv1UuF3jb0JQVQppDQ2a0B7G3F5+tnUZySU5mKuY8hMjy5q+z7KSWJzlPLG/EOr/tgbir/Uu2NCOJX4Ai0NDdZ3GIqDkWoSyiov4ePAU8gEBQNcvJjuI64KOhr9gi3PlCLhXzv3oZWtmMmplEn56OIZCqsqaVbPjmWd1FN0L/PzWXxZmbL50NeX3u7q4sxrMS/Z8kCZZvqpb08aWYlp4/MvotkUpJxAlg/oTmsn1SQhCAI/nrvJ/ZfJGOjqsHHiYGxMVEAit6SMubvOUCWT08nbldm9VOkviUzGwj/Pkl1UiqutJT9P6luTwpPJFXzx5wWSsguwszBh9cyBNb29ZHIFX/5xjuSsAuysTPh19qCaNESVRMbiNWfILSyjYQMrvv2or4h5SkjJ5detyglv6oh2onJfgNj4LLbuVWpN5kzvhnMDcWokOTmPYyeU52r2rO5qLswKhVCj7Rk2wu+NPiFB1QZ+nbq/Oc0V8SQZhVyBXX0LbOzM37hd7dDS1sLCxoS8rGJys4r+T4CPIAgEnn/Glh/PUlht9tZ/XFtGTFPXph3aVt2za5QfJrUanp49FkxBfhm29ub0HthCNBYVmU5QYBQaGvDBjC5qz7tuw1VkMgX+fg1p/5ovkSAIrNp0hcKiclydrZk6TnVNyuUKlq49T0FROY2crJk3RfW8L1Ny+W3PDQBmjmxPM49/z9xRoRB4mVYNdKJSePwa0HkVRvq6ONlZEJmYxenbL7j0IIrxvVozsa9vTTNeMxMD5k/owqheLdl87C5X7kVx+V4UNx7FMqJnC6YM8sOsWtumoaFBB99GtGvpypWgSLYfvktmTjErtlzhwNlgZo7rSBd/95r7iIaGBl07eNKxrRtnr4Sx6+A90jIK+W7lGbzc7fhocmdaNVPXWjb2qc+vP4/meXgqu/fcIfRJEucuPOPSlef07d2M/n2b4+RoWaf27e+OigoJu/be4diJEBQKASNDXWZM68LA/i3+dmfpf4BPHfEwL4S4nATCCt/E6jSpZnUaqbE6lfIKIotfKMFO8TOKpIWi8foGjjQxbY6HiTfWejaY61ig9zdUcL0eBloGfOK2kP1JO7mXd5sDyTvJl+QyyGFEDUNkomPMl94L2fzyTx7mh7Lp5XZyq/JL6W49AAEAAElEQVQY5ND3LwFXSwsvBtXvyqm0GzzMf/4vA5/cymKOJ79ie3qIXrNKLmVTtPJGN929o1qfrSJJBYuCTyEAI1xa0KeBeBJ7lJ3Mj4+V6ZYvWnanra1qkpXI5cy6dYqcijI8za1ZGSB+v48yUvkqSAlY5rRsx2A39UqVr29eIzwnGysDA/7oOxA9bfE1UVZtUlgmleLfoAGfdlA3XUsqKOTz88rXmeLbkn7eYuAXlpbJl2eU49PatWZoc7G78N77TzgSrBQWrxrVF297FcUulcn5dO95sopKcbWxYMXYvqI+Wz8eucGzxAxMDPRYM30QJq91Vf/9eCAPIpPQ19Xmt1mDsDZTaZbWHLrFo4hkDPR0WD1niKgdxYod14h4mYmpsT4rFwwWpSAqKiUsWX2WyioZvk2dmDKiFrtQJWVpdel6B383BvYWs2evqoNkMgXt/BvRrq24azvA/bsxxL/MxtBQl2Ej26iNA2RnFhHxvDrN9YbeXPB6msvljdu8KaxtzZTAJ7MIz2bv7pj+n4is1Hw2fH+KkNvRADi51WPu8uFq5esAz0MTiXiajI6uNsNq9ewqL6viyB5lleWE6Z1EzJsgCPxZ3X29Z+9muNRapd+6HUXokyR0dLSY87H4e33tdiS378eipaXJ1/P7idqS7DnxkNBqMfzyTwfWpIAqKqV8vf4cVVI5bZs6M6F/3Z/tX4VCIRCfnktIZAqh0ak8iU6lqEzMvBvq6dDCoz6tvRxp7eWIp1M9tLU0eRabxrqjQYTFpbPj3ENO3Apj+qC2DOvSrMbt3KGeGcs+7se4vq3ZcPA2IREpHLwYytnAF0we5MfIXi3Qr2ZitbQ06dulMd3be3Ly8jP2nHhASnoBS1adwcfdnk8mdqKFj+q60dbWYmi/lvTu0pjDp4M5dDKYqNhM5i85jH9rVz6a1IlGrupd3Zs2bsCqFWMIe57Crr13efI0ibPnn9a0d7GxNsHR0RInRyscG1gqfxwtqWdj+reAkPsPX7J2/RWyspX6t86dPJk9qzvWVuoWMn9H/AN86ohtCbtrxM36mvo0NfOhuXkTmpk1Vut1JQgCWVUZPC96youiZ8SVRiMX5DXjupq6eJk0oYlZc5qYNcdS980um39naGloM9F5Opa6VpzLOMmlzLPkSXKZ5DyjRpujq6nDbLcPsUw+xsXMqxxJPUmeJJ/JLmPR0nizUZivpQ+n0m7wojAWQRD+JWZqT8JtqhQympo70dZazIYcSnxEVmUxtvqmjHYRCy4FQeCbx+fJrCjGxdiSr5v3Fo1nlBfzyZ0TyAWBQc6N+cBTfKNc+ugaj3PSMdXVY0vXYRi+pttJLi5k5pVTSBUK+rl6sMBX3fBx7/OnnIiOQFNDg/W9B+BgIl7VC4LAV1evEpuXRz0jI9b176/mxVMhlTL7xFlKqqpo3cCBz7uKtSxZxaV8fFjJ1nR1d+XT7mLgdCsqnhUXlav1z/p0oquXSnQsCALLTlwnNCENY31d1k4RA5sDt59y6mE4mhoarJjcD5d6KtbyeFAYB28+BWD5lD54OapuqCduhXH4unJs2Yy+eLwmWD506TEX7kSgpanBj7MH0OC1lhOCILBq2zUSU/OwMjfiu3n91bQvm3bcIjk1HytLIz6f01vtejp19gkhjxPR0dHik1nidgavXuOVc/CQ4W0wqdVx/FXcrmZ7mrRwwsrmzTfcsHfsz1VXqLq0//cEznKZnNN77rJn7RWqKqRo62gx9uNujJjRRY0ZexWvtD29h7RSOxenjyjN7uo7WtKjVmPXxyEJPKn+LCbXantRXl7Fps3KBcv4MW1F5dW5eaX8vlm5GJkyuh0ejVQi+ifhKew4Wu3sPaMnzvVV98zVe26QmJ6PtbmRGov4plACnTxCo1IIjU7hcXSqWgWYgZ4OLdzr09qrAa09HfFysRWlm15Fc/f6bP9yNIFPXrLhWBBJmQWsOnCTQ9ce8/GwDvRoo0o7ebnasv7LETwIS2Tj4SDiknPZeCiIY1ef8uHwAPp08K5hVnV1tBk9oDUDujXhwJlgDp8LJSI2g0++PUxAq4bMmtCRhq99xwwNdZk6tj2D+7Rg9+H7nLn8jIehCTx6nECvLo2ZNr49dnX4HDVr6shvK8fwLCyFg0ceEBWdQVFRBTm5JeTklvC4uknvq9DT06Z+fQsRIHJyVP6uSzP3tsjNK2HDH9cJrAbjtramzJvdi3b+6tW57xsSqeztG1XHP8Cnjqiv74CffWtamDetk9WRKCREl0TwougZ4UXPyJXkiMbr6dnVAB13Yy810W+ZrJjcqgw0NbTQ1NBES0MbTbTQ0tBCU0P1+/XHlP9r/lsaGg0NDQY4DMNS15p9STsIzr9PkaSQjxrNw1BbuVrX1NBkgvMorPWs2Jd0mOvZgeRLCpjt9qFa2f6r8DRxRVtDm1xJIZmVue/dyyu7sogTKcpUUm1tT4m0ku2xypTHx57d0NMSn8vjSc+4lBaJtoYmq/2GYvSa4LlKLuOToBPkVZbjZV6Pn/37iZ77SGwY+2OeogGs7TgQF1PVjblYUsW0yycoqKqgqbUtq7v2E1VOAYRkpLH8zi0AvgjoRLsG6lTz7idPOBcdjbamJusHDMDaSFzlJQgC312+QVROLlaGhqwZ3F9U/l4hVVZw5ZSW4W5jxaphfUWVZFEZOXx6RKmDGOnbhMkBYtHpzsBQTgYrgc3Kcf1oWE8F3B9GJ7P6lBIwzR/UkfbeLjVjwdEprDikXMl/PDCA7i1VYDQkMpmV+5UT2sfD2tOllYpxefg8kfUHlJ/X3HGdadNEfE7O33jBpUClkHXpggFYmovPx52HcZy6+BSAr+f3w9xUnHJJSMxhc7Wgeeb0LnV6lTy8H0dcbBb6BjoMH+mnNv4qXgGfzm/ozQVQWS4hNkLZ9bnZOxoXvh6qyq7/Tkl7XHgaa5ccJy5cecxN2rgyb/lwGjR883cy+kUqj++/RFNLkxFTxaC7tKSSo/uUVZYTZ3QW9XZSKAT+rP4sBg5pjW0t0eyuvXeVGiwHc8aOblvzuCAIrNhwidKyKrzc7Bg/QpVSLygq5/u151EoBPp1bUzfLqrP5uKdCM7dVl7LSz/uh2WtdNzrz68EOqmERimBTmGp2MfHQE+H5u4OtPZ0pLVXA7ydbd/ZBVpDQ4Murdzo0LwhZ4JesOXUPVKzi/hq83n2XQ5h7qhOtPZ0rNm2XXNX/Jo6c+lOJFuP3yMrr4TlWy9z4GIos8d0pG0zlUuzkaEeM8Z0YFjvluw8do8zV8O49zie+0/i6dulMdNHtxd5XFlaGLHgox6MGNSa7fuCuHknmss3w7kRFMWwAS2ZMKKtyP7hVTRv5kjzagayuLiClNR8klPySEnNJyUln5TUfNLSC6iqkhEfn0N8fI7ac1hbGdcwQ0pApARH9eqZqi1mFAqBM+eesH1HIGXlEjQ1NRgxzJcpEzv822m2KomMfUcfcO5y6Dvv8w/wqSOWNvlS1J0dILcqhxfVrE50SQRSQdWaQltDGw8Tb5qYNaexaXNs9cVCO4WgIKMikaiSx0SXPCalPLZOrc+7RJ0AqRZI0nrtfxMdS/raT8BGT5UHD7DuhLmuBVtfriOmNJJV0cuZ7b4IS11VhU8fu+5Y6VqwMW47TwrD+DHyVxZ5zsVMR12noK+li6eJM+HFLwkrin1v4LM7PhCJQkZzC2f8rMRpi90v71IkraChsQ0DG4j9bhJK8lheXbo+v3EXmlqIc/1LQ67wNC8dM119NncajoG2CjQ9y81gyQNlBdOCFh3o2kC14pApFMy5fpbYgjxsDY3Z1nuoaF+ArNJSPr54FplCwQB3T6a3UC+VDk1P5+dqk8IvOnXCt756tdzhZ885+ULJGK0Z3A+713Q5giDw5ekrhGco2038MWYwxnoq8JlTUsrH+05TIZHi39CRJQO7iYDd9Rdx/H5ByXwsHtSZTt4qxiIlt5BFu5SVWAPaeDOpqwowpeQU8vk2ZUPT3r6eTOurAg8pWQV8sekccrmCPm29mNJfNZacWcCS9UqBd/+OjRnVW5z2jEvMYfWfSgH59NHtadlYnPrJzS+t8XIZPcQX3xYuonGJRMYPv5xFIpHh5+vKsCHq5/x1tmfwEF/MzOueHDPTC4l6kYaGBnT4i2quiGfJyGUKbOzMsK3//u7pVv8lL5/Kcgn71l/l5K47KOQKjE0NmPZ5P3qN8H1r64vD1c1Gu/Vrhl2t93ji4ANKSypxdrWhc08xQAwKjCImOhMDA13GTRRbJiQk5HC82tNn7sc9REzT+avPeRiagK6OFl/N71sDOBQKgR/WXyA3vxTn+pYsnKZi8xLT81m5U3ntfDC0La1fS/8IgkBCej6h0Sk1QKegRAx09HW1ae5enbrybICPy7sDHUEQSMjMJzolhyaudjjamAOgraXJsC7N6NPWi/1XQtl7MYSIhCw+WnGUDs0bMntEBxpV+1xpaWrSv1Njurf14NiVp+w684iXKbks+PUkvj6OzB7bCS9XFetlZWHEohk9GdW/NVsP3OHmgxgu3Azn2p0oRvRrxcSh/qISeEcHC5Z+PogxQzPYvCuQJ89TOHwqhPNXnzN+hD8jBrR6Y2sHU1MDGvvUp7GP+P4klyvIyCysAULJ1b9TUvIoKCwnN6+U3LxSnlT3uHsVOjpaNKhvUQOG7O3NOX/xGRGR6YCy9H7hvN64u9ny70bI00RW/3GVtIxCZNJ3KxSCf4DPG0MhKEgqT+BZ4WOeFYaSUZkmGrfQsaJpNavjaeKjptORKaS8LH1ORHEwEcUhlMgKROPmOtY1ryMXZCio/i0oUFT/X+dxIUchyHln3FQBiWWRfOq5FiNtFWjxMW3Kp55L2BC3mvTKNH6NWs6yJr+i81qj0zaWrfja+1NWxWwgviyJpeG/8FPT7+pkfpqYuRNe/JIXhbH0tlPvJ/WmyK4s4lSKUqRaW9uTV1XKnngl5T3HqzvamqoblUIQWBR8igq5lLY2Lkz3EL/myYTnHHqpZHPWBAzGyVh1Qy+RVDHr1kkkCjk9HN2Y3Uy875rQuwSmJKCvpc323kOxMxJT/zKFgtmXz5JTXoanpTUruqmnY/LKy5lzVgmM+nt6MqWluvbpRWYWy67eAuDTzu1p6ywGAlvvBnMxIgYdTU3WjxyAo4VqRS2Vy5mz/yyZRSW4WluwZqzYKDE2M5cvDih7Ho1p15xx7VvUjFVIpMzbdobi8iqaONvx7WjVea+QSFnwx2mKyipp7GzLdxNVnbMrq6R8uq56zNWOJVPFY5/9dpqS8iqauNmz+AMxc1dZJeWb35SgpW0LFyYOFQvnBUFgxfpLFBVX4O5ajxkTxcwDwK69d4iPz8HczJDFn/Wvk/0MDU4gOioDPT1tRox5szj/zk1lNVezVs5YWr+54ejz0ERAqe/5V9jWV4xPakLOv5wGfluEPXzJ718eIzNV2T6nU79mzPx6EJZ/kb57FYmxWdy7EYmGhgajagmeiwvLOVHt8Dzxw86iVbxcpmBndW+0kWP8Ma/F3P2x7WaNqaS/n2pRkZNXwvo/q/V6Ezri8lqH8WMXH/PgaSK6utosXzgQA33lvUgmV/DNhvNUVElp7ePI1CGqzzUqKYtP150mu6CWG76uNs3dHPD1cqSVlyM+LrY1Gpx3jZKKKo7fDuPQradkFyqfX1tTkx6t3BnesRmt3OujoaGBob4uMwa1Y1jnZmw/84CTt59z51k898IS6NLKjWFdmtHG2wlNTQ30dXWYMKANA7s0YfeZRxy98pSQiBSmfLOf9i0bMrRbM9o1d6lhdZ0cLPlh0SDCYzLYtC+QpxGpHDgdzJmrYXRv70Wvjl4082pQk/LzdrdnzQ+jefg4gc27Aomv7gJ/9EwoPTt706OzDx4N673TdailpUmD+pY0qG9J7dbJpaWVKiD0ii1KUbJEUqmchMRcEhJzRfsYGOgyfWonBg9s+S9ZOwiCQGp6ARExGUREZxARk050dRsLa0tjpo3rxoBL377Tc/0DfOqIIyn7iZVHUiRVgRVNNGlk7E4TsxY0MWuOg34DtYunQl5GdPFjIoqDiSp5jOS1UnVdTX3cjZvhadIKT9OWmOn8tdZHEIQakCMXXvuN6n/FGx6v+V8h40z6DgqlOSSURdDErK3oNRwNnVns9R1LwxdTIM0nvSJV5PMD4G7SiK+9P+XL50vJqsqhXF5eJ/CRCcr8al2ALbpY2Q6grt5np1NDkApymps742spfu2jScFUyqU0NnOgm514VX4hNZznBemY6Oixss1gURqqSi7j16e3AJjXtCOdHcT5463hD0kvK8HZxJzfOoidmZOLC9n6TAnEVnbuQ1Mb9TLZTaEPCclIx0RXl8391L14Xul6ssrKaGRpyc91mBSWVFUx79R5pHI5PdwbMcNfXG4dkZHNulvKFMO3/brRxllcIrzl1iPCUjMxNdBj08QhmBmogHeVVMbn+y9SIZXRzt2JLwZ3Eb3+2rN3eJmZh7WpIb9PU1VpAaw9EUR8Rj7WZkb89tEg9F9bqf9x8i4JGfnYmBuxas4g0X67zjwiKT0fGwsjVswfJBKqAuw69oDkdGXLiW/m9lPTZtwPia9hAb5ZNEBt/7KyKk6deQLAp/N7v9HB9erl5wD06d8Ci79weU1NVjYCbtpS3Rbh9dDRVU6W8VGZyGVytN5z8vRoopyUYp6nsnftFSbN7/32nd4xKisk7PrtEqd3K/uQ1XMw55PvhuD3FwxW7di5TllZ176HD04NxaLYg7vuUF4moZGHnRordvnSM1JT8jEzM2TEaDHAfP4ileCQBLS0NJlZq8rr8KkQKiqkNPa0Z+QgFWNXWSVl93ElyJozqTONnFWs8ZV7UcQm52BqrM/SWapUryAI/LLnOtkFpWhogK+XE629GuDr5YiPq917A51XkVtUxoEbjzl2O4zSSgkAejpaWJgYkplfwqWQaC6FRONiZ8mwDk0Z2NYHMyN9rMyMWDyxO2N6tmLT8TvcCI2t+alvY8bQzk0Z0L4xVmZGmBkbMHdcZ0b0bMHWY/e4dDeSu0/iufskHlsrE/p18KFXgBeu1fqmxh72bFg6mvuP4/ljfxDxybmcvvqM01efYWttQo/2XvTs6I2bsw0aGhq0bd2QNi1cuBoYwZ/775KVU8zhUyEcPhWCUwNLenbypkdnb+rb/2s9II2N9fHxdsDHW8yyy+UKsrKLSalOmyWn5JOamo+trSkfTO6o1jz4r6KouILI2GqQE51OZGwmJbW0WRoaMKx/K6ZP6IBcVvWGZ1KPf4BPHXEv9xa6xrroaerTxKw5zc1b0di0OUba6jfSIkkeEcWPiCgO5mVpOApUwmZTbUt8zNrgY9qGhkaN0X4Pgz8NDQ200EZLQ5t/x77pQf5lCqU5VMnrpgEtdCxRVPceM9Kue+VbIVfSxuY6ZljomKuNKwQFgTnK/GqAVQvRmCAIXM1SjnW1FY/JBQVnUpV0+HAnf9HkLFXIOJqoHJvQMKCWp4+C9RHKFNIH7m2xMxB/mQ7EPiazogR7Q1Nm+ojXKtkVpWyPUD7vl627YKorBnErHt1GopDTsYELg9zUJ5CnWRmse6QEJMs698DFXP3GcfD5c669VHZLX9u/v5oXzytdT3JhEQ6mJvzSv5fo/UlkMhafvoxMoaCXlxsjW4p7gb1Iy2RLoLKs/duB3XG2MheNr714l9jMXCyNDfllXF+RSPN+VBIHbz9VHv+43tQzU33md8MTORKo7JW0bHJvbMxVY8/i0jl4VWl8+PWUXli/NpaYns++c0qw+OmkbljVWv3Hp+Ry4IxyfOG07mq6HZlMzqYdtwAYOcgXF0f1RcGVay+oqJDg7GQlKol+PSQSGffvxQLQrfubdTuvh+ZbVp4DR/tzcu89EuOyuHAshIF/wSLVFQ0a2vDJ90NZ/+0JDm66gWU9UwaMq71+fv+IfJrE6sVHSEtQrqr7jvZj+uIBGBq/u+D0RWgiDwOj0NTSZPLsHqKxrIxCzhxVfmbTPukmAqqSKhl7qx2cx01sryZy3bFbOda3d1ORBquktJKzV5TX1+QxAaJV/9lrzyksrsChnhmDeqpS2jK5gh0nld+3Cf19sbZQXXc3H8cRnpCJgZ4OR3+cgq3lv1cRlJxdyN5rIZy9H4FEpryPN7K3YnJvX3q18kBXR5uIpCyO3wnjUnA0iZn5/HYskA2n7tSwQC0aOeBsZ8GKTwYSl5rDycDnXLgXSVpOERuO3WHzyXt0aenG0C7N8PVyxMHGjO9n9WXqYH9O3XzO+aBwsvJK2Hn6ITtPP8TdyYae7Tzp2c4Le2tTAlo3wr+FK6Evkrl6J5JbD2LJyi1h/+lg9p8OxqWBFb06etOzgxcOtub06daEbh29eBiawNVbEdwLfklyaj5/HrjLnwfuYmtjio2VMTbWJsrfViZYW5lQz8oYaysTrC2N1fyz/iq0tDRxsDfHwd5cxPS9LaRSOXGJ2TUgJyImg7Q6en7p6mjh3sgWHw97fDzsaerTgHrWys+9uPgf4PNvRTurzrRzbI+niY+aMFlZxZVCeNEjIouDSa14KRq31XOsBjt+1DdoqGYo+N8OPU0lE1ClqLtJX5WiqkavZKxdNxqPK1WW8zYydq2TIo0ojie3qgBDLX3aWIkn6fDiRNIr8tDX0qWDjXjsYW4sWZVFmOoY0NVWPFFdy4gkp6oEaz1jejmIS8jPpjwnoTQPc10DJruJJ6JymYQ/IpQ3yjlN2otMCgHWP7tHhUxKC2t7ejuJXYRDs9I4Hx+NBvCVf2e191kulbLgykXkgsBAd08Ge6ibPL7Mz+fHW7cAWNShA9426nqnE88jOBsRpewlNqgvZvriNOnG2w+Jyc7FwtCA7/uLU0ZVUhlfHLuMXCHQp4kH/ZqJy97vxSSxJ0gJUH4Y1QsrYxXIKC6v5NsDSl3T6A7NRWLmwtIKlu5Vjo3p0oK23iompFIiZdmflxEEGNC+Me2bqbRCgiCwatd1ZHIFAc1d6ewr1mgpFAK/brmKXK6gvW8jOvmpl56fuviU5LR8LMwMmTBSHVgIgsDps0q2Z/CgVm+k6R+HJlBeVoWVtTHejf/affy1J//LYRMzQyZ90oONP51lz8ZrdOnbVM3j5m3Rb4w/+dnF7N9wjU1LT2NhbUL7Xk3evmMdIZHIOLD+Gke33UKhELCqZ8r8n0bg28nz7Tu/FoIgsP13pT1Cn2GtcaxVhr57yy2kUjktfF1o3VY8gZ05HUpOTgk29UwZWKvp6+MnSTx9loyOjhYTx4lTyGcuP6OiQoqrszX+rVTXkFQq5+BZJcgaN7iNCKhfuhNBanYR5iYGjOjZouZxmVzBpuPVhoq9Wv1boCcqJZtdl4O59jgWRfX10LyhPVP7+NGhsasI9Pk42+Lj3JMFwzpxKTiK40HPiU7N4cKjKC48iqKhvZIFGuDvg1sDGz4b343ZIzpy9VE0JwPDeBGfybWQGK6FxOBYz7yGBXJ2sGTe+M58NLI9gSFxXL4fxYOwRGKTc4hNzmHT4Ts083CgVzsvuvt74NfcBb/mLiya3oN7TxK4GhTJvdB4ElPz2HrwDlsP3qGJhwM9O3rRPcCTjm3d6djWnbLyKm7fj+Xa7UhCnyWRlVNMVs5fVxxamBli/QocWb4CSUqgpARJJmotNP4qBEEgI6uoOl2VQWRMOrHx2UikcrVtHetb4ONhj7eHPT4eDjRysXkvIPam+Af41BGjnSaIxM0KQU5SeTQRRcFEFAeTJ8msGdNAAydDTxpXgx1rPfv/i0N+Y+hqKhX9bwI+pTLlRa+joYOeZt2rxZel8QA0Mqq7nDcwW8mgtLdugW4toHg1U8n2dLJphkGtFNmpVOXNrq9DC7VqrYMJ1d2jnX1F7UKkCjkbIpUryuke7dQakO6NCSW3sgwnY3OGNxSX3iYWF3Awprr7c2tx+kcQBH64r6xQGeXZFG8rdS+MH+/cIrGoAHtjY5Z37qE2Af9/7P11dBtX9/2Pv2RmZsbYAYcTJw45zMzMTblNU0i5TSll5oaZmZkcRjMzM8m2aL5/jC15LAfa53ne6/P7rZ61suzojkbSWHPvvvvss49CrWb50aPUq1T08fFhYVf9TuCppWV8eErUOLzUL4JuXtIF+kFuAX9eaeyVNXqwXkf2709HkVZchqOVBe+Nk/amqqit450djX2teneSiJkBPt11lqLKGnxd7Hl5nE5DIwgCn207Q0llLX6u9rwwUVou/8f+q2QVluNka8nyGVJAePJqArfisjE1NmTFfP1WBUfOxfAgIRczUyNeWTxIb7yquo5120Qd1+LZfVvtp3T3XhaZWaWYm5sw7BFMzqULCQD07R/62DJnGU+utRk1pTtHdt4gI6WQTb+e5dmVY574uU0x+4UhlBZVcXznDT5/ZRufrl9Ch79ZHp8Sl8vXb+wko7FL/KBxXXj63XF/G4iB2JMr4UE2pmbGzG7R4ywtuZAzje0nFj8vBd5yeQPbNol/r3kLpA7OgiCwdoPIxI4Z1RmXZk7YCqWK3YfEuWDGhB6Sc568FEdhSTWOdpaMGqgDhCqVmrX7RWZz7pgeWJjpFtfDV2LJLCjHzsqcOSOkaeInCUEQuJ2cw7oTN7kapyvh7tvBn4XDe9Al6NHA2crclCn9OzG5X0eRBboUzfFbCaTll/HVrgv8uP8yQ7u2YXK/jnQMcGdcvw6M69eBpKxi9l54wPGr8WQXVfDDrkv8svcKA7sFM2lAGN1CvRkWEcqwiFAqq+s4dzOZE1EJ3EvM4UFSHg+S8vh20zl6dPBleEQo/bsFMbBXGwb2akN1bT0Xrydz8lI8t2OyiEnKIyYpjx/WnaN7R1+G9WtLv57BjBzcgZGDO1BRJScnr5yS0hqKS2soLq2mpLSGopJqSsqqKS6pQalSU14pp7xSTnJa0UOvh4W5CU6OVrg4WuuBJCdHa6qq6hpBjgh2KirleuewsTZrBDgiyGnbxg2bh1hR/KfxL/B5SCg1DSRXPyCu6ibxVbeoVetQsZHMmCCrjrS37UmodTesW0n/PCwa1LXk1sVjgAG+ll3+J2LH5mHaCHwUD2mNUd0IfKyMbB76XpoYnyAr/YlaLWi4VipOkn2dpQu9QqPiXOE9AIa5SStwShqquVQkLlQTvKTeOnEVedwrz8ZIZsBUX+nYvswHZNeW42hqyZxA6Vi1soHf40TA9GKHfhgbSHcGX929iErQEOkZQC+3FmXWaYncLcrH3MiYV7rrGwyeTk9la6z4Ob8aos/SAHx75QqxRUXYmZnx5YgReuXvDSoVL+8/Qp1SRYSvN0/16q43vvLACdSCwJgOIQxvK03p3MrIYUOUuHh8NGEodhbSLuUf7jlNUVUt/i4OrBgjFQcfu53AsTuixf8nc0Zg0azC49jNBE7dScbIwICPF46QtLmISc1nS2OZ6Jvzh2DTrIt1dW09328RK4Lmjw/H08VO8prllXJ+2SSOL5neBzdnfV+RDTuuUl1TT4CvE6OHhumNA+w/JDJYw4a0x9KydXCuUqmJuiymufoNeHS7FRC1AfBYwgcQHZiXvT6KN59ax+EdNxg1pQd+f7MiRSaT8fwHE6goreHamTg+fHoDX217Gt/gx7daUCnV7PzjHFt/PoNapcHWwZIXPpxEn+H/jDVSKdWs+17U9kya10fPt2ftL2cQBBgwpB0hLSp9du+4TmWlHC9vB4aNkG4sbtxMIzYuDxMTI2bPkOoJz1xMoLSsFicHK4b016WQ1WoNm/aLVhYzxnbHtJmm7OjlOPKKK7G3sWDSYF36q75ByR/7RfC1cEy41jn5SUKjEbjwIJV1J24SkyECSEMDGcO6hzB/aHfaeLVekSoIArmlldhZmWNlpns9mUxGez832vu5sXxKf47dSGDPpQck55Zw+Ho8h6/HE+ThyKS+YYwOb0sbH2dWzh3MS9P6c/J6AnsvPCAuvZBTNxI5dSMRH1d7Jg4IY1REOxxsLJgwqCMTBnWkqKya09eSOHk1gYT0Qq49yODagwxMjQ3p2yWQob1D6N3Jn9GDwhg9KIyS8hrOXEnk1OV44lMKuH4vg+v3MjAxOUXf7oEM69uW8C5+khYhrX3myuo6ERiVVGvBUXOQVFxaTU1tA/I6BVk5ZWQ1CuwfF0ZGBgQHuDZjc9zxdLf7n6+H2tf/P3mV/x+L7ZnfkU0iSkGXMzQ3tCLUuivtbXsSbNUJU8MnQ6LVyhJy5LHkymPJqYuluD4DoVEAHGDVk1Eer2Bh9L/rmdJUbdagbp3xqVaKztTWxq1TxRWKSkoVZciQ4W/ppzceX5VGhbIaKyMLOtpKU0fXS+OpVtXhZGJDZ3tpiuNI7h3UgoYOtt4EWksn/20Z4i5vqEd7nM1070uhVvFLgsj2PBUSodekdF3CDSoUdQTaODLeT8oMRJcWcDgjARnwelcpa9GgVvH5DXGnuqxTD1wtpVqnYnktK882uiZ37kZEK349UVlZ/HlLZL4+HToUVyt9vdTqsxdJKC7BwcKcL8eO0Ovs/v25KFJLynC2suCdEQMlY7UNCt7ecxJBgEld2xMZKhWC778Vx6noFIwMDfh8phS8FFZU88kukWVaOiycMF/d9S4oq2Z1o1/P0tHhtGs21qBUsWrtCTSCwMjebenfWZry+H13FGWVcnzd7ZkzWn/X/dPG81TV1BPk58zU0fql59m5Zew9Iqawnls0sNVKj+LiKq406nbGj324K/j9u5lUV9VhZ2dB2P/AIblLr0AiBrcj6kwcf3x5lE9+W/C3J2lDI0Pe+GYmby34k/i7WbyzeC3f7Hz2kW0wMlMK+fr1nSTH5ADQZ1gHnv9wInaOD69Ee1yc2H+b3MwSbO0tmLJACvLv387gxpUUDA0NWPCMlAmqrJCze4d4by5YLPX0EQSBdY0tQiaM64Kjo9SWYfs+kcWcMrarJFVx8UYy2XnlWFuZMX6YDtwoW7A95s0aVe44c5fiilrcHW2YMlC/J15roVSpOXojgQ2nbpFRIC7OpsaGjI/owNwh3fB0evgcnFFYxud7zxOVkImJkSF92voxvGsIA9r7Y2Gqm4OszU2ZNqATU/t3JCajgD2Xojl5K5GUvFK+2HmeH/ZdZmj3Nkzu25EwfzfG9w9jfP8wEjOLtCxQVmE53++8yI+7LtG9rTdDe4YwsGsQLg7WzBrVjVmjupGVX87JqwmcuppAZn45Z24kceZGElYWpkR2D2JYRCjd2nkzfUw3po/pRnZ+Oacux3PyUjzZeeWcjUrkbFQi1lZmdGnnhaerHZ5udni42uHlboerkw1GhqJnnJ2NBXY2FgS14gbdFHX1imZMkQ4kNbFGxWXVmJkY07YZyAkKcJGA3P8kNBqB8ko5qRkFjz+4Mf4FPq1EfPVtTK2MsTN2op1NT9rb9sTPMhRD2aMvlyBoKG3IJqcuVgt2KpWFesfZGrtRoyolreYG69OeY6znG3hbtr7b/U/DVJvqap3xaer8bmXUOvBpYns8zd2xMNIHe1dLxNRRT4cOknJz0KW5Brt11WsYeqAxzTXBW8ralDXUcixXrMyZ5SfVe+zJvE+evBIXM2tmBkgX0oqGOv5KEHeOL4f10wMVX9wWmYfxAe1o5yC9iTfG3iW7uhIXC0ue6ih9P4IgsPLsSUrr6ghxdOK1XvpsUEVdHa8dP44ATA8La7UP18nEFDbfEa/Vl2NG4NICGN3JzmPtVfF6rRo9BHsL6bX+6sQlsssrcbe1ZuUoKXDLKqngswMieHlheATtvHRshFqj4a1Nx6mua6C9jytLhul8dzQagfc3nqCmroEOfm4sHC41+/vr4DXS88twsLFgxcxIyVhCeiF7T4uf59X5g/WqsG7HZHH8QhwyGbz+1LBWXXB/WXcBtVpD7+4B9OjipzcOcOjIPTQagc6dfPD3e7g/VFOaq0+/kCcrlZXpWnY8aSxdMYKbFxO5czWV6xcS6RX5eGapZZiZm/DBbwt4deavZKcV8+7itXy59Wm9dJVarWH/+sts+PYESoUKKxtznnlvPAPHdv6PdsX1cgWbfxVB8KxlA7Fs5gUjCAJ//SS6KY+e1A1Pb6lL/fYtUcjlCoKCXekfKRX+X7maQmJSAWZmxsycJmV7rt1OJz2rBAtzE8aN6Cx5vY17RXAzZWQXSVuTIxdjKSipwtHWkkmDdeCmqraeDUfFuWPZhAi9713LkNcr2Hslhi1nblPYWPLeBFBmDuyCg83D04TyBgW/n7jO5vN3UKk1yGSgUKk5F53KuehUzIyN6N/en+FdQujbzl9bASmTyQjzdyfM350VU/pz5EYCey89ICWvlENX4zh0NY5gTycm9Q1jVHhbQnxdeHPeEF6c2p8T1xM4cCmauPRCbsRlcSMui9WbzhDezochPUKI7BqIj7s9Syb1ZvHEXiRmFHHqagInryZSXF7D4YuxHL4Yi4OtBUPCQxgWEUL7QHcWTY1g4ZTeJKYVcupyPKevJFJSVsPFGyl6n9vQ0AA3Z5tGQGSrBUZejeDIrIUfkLmZCd6eDnh7Ouid678RDQoVRaXVoh6ppIqC4ioKS6obf1ZRVFqNQqn+18fnP40BzhPo4TUAD7PWxbxNodIoKKhPFtkceSy58jjqNVI/CRkGuJgF4GXRHk+L9niat8Pa2JGi+nQO5nxGmSKb7Zkr6eM8m15O0zF4RGuIfxKPEzc3pbqsHyJsTq1t1Pe0kuYSBIGoUnHxi3DqLBmrUsq5ViI64w5tkea6XZZGjrwMS0NThrpJd2x7s26j0KhoZ+tBR3vdzl0jCKxLbuzlFRKBWQtN0F8J16lRNhBq58JIH+mkfDkvg0v5GRgbGLCiszQFVF5fx493RDH0q937SVpWAGyLjeZsRhomBoZ8N3SUXh8uQRB4+/RpCmpq8Le3553ISL3rlFtZxZtHReHwkvBu9A/wk4zXKZW8eeAEAjCxUzsGhUiZlcvJGey4IabZPpk0TEK1q9Qa3tx+HHmDku4BniwYIL3W68/c4lZKDuYmxqyeN0ri9bPt3F1uJmZjZmLERwtGSMBJfEYhm46JC8zKuYOxtdIBMbVGwxfrTqMRBIb1DtFzZ1YoVdoGpBOGdaJ9G33d2+37mVy5kYKhgYxnF+lfMxBFr4cbtSYTHsH2qNUaLl9KAp4szfVPw93LgYnz+rBzzUX++OoYXSOCHtoC4lFhY2/JR2sWs2L6L2QmF7LqmY18sm6xtlt6XlYp37yxk9hGD6Hu/drw0idTtJ5A/zQUDUp++fww5SU1uHvZM6pFD7NLZ+NJjM3DzNyY2Yuk90lxURX7Gw0JFz01UKKh0mgE1m0UmdhJE7ph18I0cvs+cUMydnhHrJqlKm/czyApvQgzUyOmjtKlyRVKFesPiIBo3tgekoV2w9EbVMsbCPR0ZETvh/+ty2vq2H7uLjvO36NKLjL3TraWzBnclUl9wx6ZHhMEgeN3Evn6wEWKK2sB6NfOn9cnRVKvUHLibhIn7iaSXVLJyXvJnLyXjIWpMZEdAhnepQ0RbX0xaZwnrC3MmBHZmekDOvEgPZ+9l6I5eTuR5NwSPt9xju/3XWJ49xAm9+tIe19XJkV2ZFJkR3KKKjh1M4lTNxJJzi4mKjqDqOgMPttoSK8OvgztEUL/zoGE+rsS6u/KczP6cz8pl5NRCZy5kURZpZydJ++y8+RdPJxtGdo7hOERoYQGuhEa6MazcwYQnZhLSmYxOQUV5BVUkFtYQV5hJQqlmtyCCnILKuC+/vVxtLfUgqHmoMjTzQ4bK7O/BcwFQaCqpp7C4ioKSqooLK6moKSSwuJqEeSUVFFWoa8HahkGBjKcHZ6cBf0X+LQSg1wnY2OuDwTq1TXkyuPIlceRI48hvz4JdTMHZwBjmSnu5qF4WbTHy6I97uahmBrq7ypczPyZF/A9p/N/IabyNJeLN5FV+4Axnq9jZfzfQ84mjSk5xUPK2ZsYn4cCH62+J0BvLLkmk5KGcswMTOhiL52EzhfdRymoCbByJ9BK6vXQJGoe5tEJ82bpKpVGzc4McWymv7S8/Xx+Mhk1ZdgYmzHZr7PkfCX1taxPFJ+3vGN/ibZGIwh8fkdke2aHdMHb2k7y3B/uXKVK0UCogzOT20jTY2nlZXx8WWRSXuvdl1AnfcZhT2wsx5NFfcw3I0fqefqoNBpeOXiUqoYGOrq7sby/fr+vb85eIaOsAldrK94aLmVzKuvqeXefCCJm9+pMr0ApyPjjzHXuZ+ZjbWbKZzOk6bOYzAJ+OSqCupWTB+LjrPvsqXkl/LhfTE28Mrk/vq66smOlSs2Ha46j1ggM6xnCwG5SBmv/2Wji0gqxNDfhpdmRep9n8/4bZOeV42hnybJZ+kaEarWGn9eK13X8yM56ndeb4uLlRMrLa3FytHpoCTtAbHQOFeW1WFub0bnro315muKfkiYzlgzg1IE75GWVcmDLVaYu1P98TxKunvZ89NciXp31KzG30vlixXbe/G4Wx3be4K/Pj9BQp8Tc0oSlK8cwYlrP/1j7kJZUwBdv7iIjWWSgFy8fgXEztkSlUrPuF5EJmjK7N/YtUmmbN1xGqVAT1tGbHj2lc8HFy4mkpRVjaWHC9ClS1jAhuYC70dkYGhowZawUlDexPeOHdtJ2LQc4dCGWgtJqnOwsGT9Ix4QXllWz43RjanSyPqsLkF9WxebTt9l3OYb6xt5NPi52zB/andHhbR/LECXlFrN6zzlup4qGtd5Otrw2MZIBHXSfuY2nM8+PjiA+p4gTdxI5eS+ZvLIqjt5O4OjtBKzNTRkYJoKg8BAfjA0NkclkdArwoFOAByumDODI9Xj2XH5AWn4ZB6JiORAVS4iXM5P7hTGiRyheLnYsHN2ThaN7kpFfxqmbiZy6kUR6XimX7qVx6V4apsaGRHT0Z2iPEPp2CqBLqBddQr14Zd5AbkRncvJqAhdvp5JXXMmGgzfYcPAGgd5ODO8dypDeIXRu5y1pgAoiiC0pr9ECn9zCCnIaf88rrKC6toHS8lpKy2t5kCA19QWwsjBtBES2eDQCIy83OwwMZBKWpulnYUk1dfVKvfO0DDNTI9ycbXB1Ev+Jv1trH3N2sEIur8V2/fLHngv+BT6PjCplETlyXdqquCGTlpbJFoa2eDaCHC+L9riYBT42JdYUJgbmjPJcga9lZ07m/0SW/D7r055ltOdr+FvpayL+STyW8VE2iptb0fhoBA2pNRlA6xVdUY1pru4O7Vup5hJ3hy1FzRUKOecKYgF9UfO5ggQK6iuxN7FghIdUuLk+RZwkp/l3kfTjAvg97ipylZIwB3eGeEoXyKOZCUSXFmBpZMLzYVL/lPTKcjbFihPpO70iJROpUq1m+alj1KlURHj5sKiVlhQZ5eV8eE5cwJdHRNDRTV+o+sPlq9zJzcfK1IRvx4/ExFDK6N3IyGHjdfE9fDx2KDYtRNOfHTlPYVUNvo52vDKshR4jM5/fz4jX5d1Jg3C314FXeYOCNzceE72AOgczPlxnCaBUqXl3/QkUKjV92vsxuZ+UdVtz6BqpuaXYW5vz2mypzqO0spZfd4qA6empffQ8e7Lzy9nUuKC9uGAg1pb6IvBjZ2JISS/GytKUhTP1gWBT7DsgiprHjO78yPYCFy+ILswRfds8cRuCfxoWlqYsemkYX7+7l21/nGfw2M44OP2zUmr/UHfe/3U+by9aw5WTMSwa8gVFeRUAdAwP4JXPpuLq9Z9tgjQaDXs3RrHhx1MolWps7S15+YMJ9G5hSHj8wF1ys8tE3c9s6X2Sk13GsaP3AFi8TFq5p1ZrWN+o7Zk6uQc2LfpCbd8vbkiG9A/FtZl53YOEXO7F5WBkZMCMsTp9mEKpYsNB8fszf1xPbRdzgD8PXqVBqaZzsCd9O0nno9S8EjacvMXxm4moNKKGsq2PC4uG9ySyc2CrIKl5VMnr+eXYVXZcuo9GEDAzNmLJsJ7MG9hNYtTZFDKZjHberrTzduXlcf2IzizgxJ1ETtxLoriyloM34jh4Iw5bCzMGdwpieJc2dA/yxsjQABtLM2YO6sKMgZ25l5rH3svRnLqdRGJOMZ9uO8u3ey8xqHMQQ7oG07utL37uDiwd15ul43qTmlvSKIROIquwnHO3Uzh3OwUzEyP6dQ5kaI829A7zo0+XAPp0CaCuXsnle2mcjErg6v10UrNL+CX7Mr/svExYsAe9O/rh7+VIgKcjnq52GBka4NJYot6ypQyIVZi5hRXkFlQ2gqJy7e8lZTXUyBtITCskMU1f4vGocLCzaAQ1OjDT/OffZZIeF/8Cn1biWO63lBWkUq3Sb8xmb+KJl0U7PM1FoGNv4vkf/0Ha2w3GzTyEgzmfUtyQzq6sdwh3nEZfl7lPDKIeFqaPKWfXpbr0J++8unzqNfWYGpjgZSFlbQRB0AKflmmuvLpSYiozMEDGYFdppdexvLsoBTUhNh60tZVWFDSJmif7dJeUt8dVFHCtOANDmYy5LSq5CuXVbE4WF8gVHQe0MEFU89UdkYJf2r4HTubSRfrz6xfEKi9vf/p6+UnGfrp1jQdFBdiYmvLl4OF6FVpKtZpXjh1DrlQS7uXF0u764t6ojCx+ixJp/o9HDMHHzk4yXtOg4M2Domh6WtcO9A+SvofTcSkcvBePgUzG6ilSwXJtvYKV246h1giM7hLKqC5Sxm31nvNklVTgZmfNu9Olpfe/H7lGQnYRtpZmvDdX6iqdmFXE+kYNxetzBmPXopz0p20XqZE3EOLnwqQh0t5pTZ3XFUo1PTv5MbiPvreMXK7gry3iQrlgRkSrDRQBUlILiY3LxdDQgDEjO7V6DIg71MuNnZ7/TppL9g80Pk0xeGxnDu24TlJMLut/PMUrH0762+doio7hgbz25XRWL99GUV4FJqZGLHptFGPn9H5sj63HRWFeOV+/u5cHN0XWNrx/CC9/OFGPzamTK9j0p8iKzlncH4sWlXMb1l5AoxYI7x1EhzDpYnj2XDyZWaVYW5sxeZL03swrqOD8FfFvM32CdKwJHI8c0B4XR93cc/B8DEVlNTjbWzEuUsf2ZOSXceiSuGF6fmo/7d+vvFrOR1tOc/6+zk+tZ4g3C4f3oGeoz2PnZo1G4MCNWL4/dJnyxkamQzsHs2J8f9wdpCx403el5TllMhkd/dzp6OfOigkDuJeey/G7SZy6m0xZjZy9V2PYezUGBysLhnQKYnjXELoGeGJgIKNLkCddgjx5dWokh6/FsedyNBkFZRy5Hs+R6/FYmpnQv2MAQ7oE07udH4GeTgROdGLZhAiSsou1ICivpFJbGWZpZkK/zgEM7RlCr/a+DO0VwtBeIVTV1nPuRjKnriZwOz6b6OQ8opPztJ/D2MgQXw97/D0ctWAowMsJT1dbLXC0sTbHxtqctkH66ev6BiV5RZUStiivQGSMBJCCGicbXJ1FUOPiYPXQPmL/q/gX+LQSidWXMbMyQoYBrmZBWjbH06Idlkb/zOL7ceFo6sVc/+84V/gnd8sPc710J9nyaMZ6voGtyT9v5va4cnaduFk/1dUkbPa39MOwhfYoU55Pfn0xxjIjujtIU0RNouau9sE4mep0CYIgaNNc472kQCGpqoBbpRkYygyY5iedJNcni5PkCM92uFtIdQ6/xEbRoFbRzdmLfu7SXeCO5AdkVJfjaGbBkvbSc97Iz+F4RjIGMhlvhUdKxu4XFvDTLfE1Px4wBA9r/Wvz47Vr3C8QgdFXI0fq7ShLa+W8euiYKHju1IHRbfVBwEfHzpJTUYWnrQ1vDJWmuEpr5HxwQBSaLu7XnU7e0olm9cHzZJdW4m5nzdsTpRVgJ+8mceB6LDIZfDp3BDYWOtblfmoe60+If4N3Zg3BuZlzs0ql5sM1J1CrNQzqFsyQHi0MHuOyOXY5XhQsLxys95nPXEnk1oNMTEyMWLFU3+cIYMve65SV1+LpbsfEUQ/X7ew/KILZ/n3bSCqEWkZCfB4lxdVYWJjQ9W/64vzTMDAw4Ok3RvPK3D84tf8uY6aF0+ZJDRNbif6jOqHRCNy6kMiMZwY9spP6k4QgCJw9cp+fPz2EvKYBM3MTlr02khGTu7f6N9mz7RrlZbV4eNkzaqKU2UxNKeRcYxf7hUuk31G1WsOGzWK7jOlTekr0OwC7Dt5GoxHo0cVPUhWUnFFE1J00DAxkzJ6gS401KHRsz4Lx4ZKqn1/2XkYjCPTvHEinIN0m7PMd5zh/PxWZDAZ3CWbBsO6SysRHRUxmAZ/tOUdMplgNFODqwMrJAwkPkaaT5Q0Kfj9zna1X7uNgaU5EG18i2vjSM8gbWwspo2lgIKNroBddA714Y1Ikt1JyOHE3idP3RBC088oDdl55gLOtJcM6t2F4lzZ09HPH1tKM2YO7MmtQF+6n5XHqdjJn7iZTVFHDsRsJHLuRgIWpMf3CRBAU0cGPEB8XQnxceG5yX+IyxJL40zeTKCyr5vi1BI5fS8DK3JTIrkEM7dmGnm19GD8wjPEDwygur+HczWQS0gpJzy0lPa+U+gYVKVklpGRJe2yZGBvi425PgKcj/l5OjT8d8XSxlcwBZqbGBHg7EeDtxP/r8S/waSV6OU0jxLUH7uYhWgPAfxoaQUWtqpgqZT7VynyqlQVUK/MxlpnT1WkBlkY6fYORgQlD3Z/Dx7ITx/O+I68unvVpzzPKYznBNk/e+LN5mGjL2R/m49Ok8dFnfFJrdY7NLSOq5B4AXe3bSowJBUHQAp+WouboiizSa4owMzRmhHtnydi2dHHCG+TWFjdzHbgpqqvmSHYMAAuCpVVeubWVbE9t7N/Ugu2RKxV8f1+clF/sGCExOtQIAp9cE1NUM0I70sZBd6MKgsCqS2fRCALjgkMZ24o7882cHH690cjkDBmCh7X02mkEgdePnKC4Vk6QkwNvD4nUO8f++3HsfyCyOV9MGI5Vs7JYQRD48OAZymrrCHFz4rlB0iqZU9HJ7LspApvPZo7AplmfrvyyKlbtEAHTkqE96Rak6/Elr1fw7vrjaASBMeFtGdxVmhZcd/QGydnF2FqZ8focaYpLqVLz5XqxO/aEQR1pHygFYrXyBn7YIF7TeRPD8WqlRLupXxDAswsjH+rAWl1dz+mz4mI7YZy+CWTzuHReTHOFRwT/LaFx0zflHxA+ALTr5MPA0Z04d+Q+v31xhK/XL/2PmN/IMZ2JHNP5Hz+/Kaor5fzw0UEunRTvmdCO3rz+6RQ8fFrXUVWU17Kr0ZBwwTOD9P4ma/88D8DAwe0IauE5dOJUDLl55djZWjBpgvRer6yq48gpsTpz5kTppmNzo9h5YK82eDfrFbX/3AOKy2txdbRm7ADdZiomNZ9zt1MwkMl4drIuNRqXWcjJ20nIZLD21el0CpCy0g+Lsho5Px6+wr5rMQgCWJqa8PTIXszs31ki/hcEgWP3k/jq0AWKqkSRc65Cya7r0ey6Ho2BTEaYtxu92/gQ0caXMB83yfMNDQwIb+NDeBsf3pwykBtJ2Ry/k8i56FSKK2vZcuEuWy7cxd3emmFdRBDUztuVzoGedA70ZMWUAURn5HPmTjKn7yZTUFbNiVuJnLiVKKa2OvgzuGsw/ToE0N7fjfb+brw4tT/RafmcupHImZtJlFTWcvhKLIevxGJrZcbAruKGpluoN9OG6TYeGo1AQUkVabmlpOWUiGAot4z03FIaFM0BUaL2OSbGhvi6OzRjhxzx89QHRP8vxr/Ap5Xo5TQdG8sna6YmCBrkqtJGYFPQCG7yqVaJv9coixGa9e9qHmk1Fxnk/jbellJBYIhNX1zNgjiUs5r8+kT25XxEV/uxRLouwcjgya3B4fGpribnZmvj1hgfsaKrNePCJuAT4SRNQ8RXZZFbV4KZgQn9nKUl+k1szxC3MKyMdYt1pULOkRyxememvxTcbE27hVLQ0NXRi04O0l31jzGXUWo0RLj60ctVKmpdG3+L4jrRwXlmm86SsUOpCdwvLsDS2Jjl3aQak6OpSdwpyMfcyIi3+ui3raiqr+eVY8fQCAKT2rVjdIg+k7P2xm0upmVgamTI9+NHY95C8JxeWs6HR0Uh6fMDetG9RQPSQ/cTOB0nevJ8NnmEtkIEoKiyhg92i8BmUWQPugfonqvWaHh7s1i6HubrxrIRUsD09Z4L5JRU4uZgzWvTpSxRSk4xaw+J4PO1WYNwtJWmBbcdvU1GXhn2NhY8M02/pH/NzihKy2vxdLNj1vgeeuMAv2+4iEKhokuYN33D9VtXNMXxk9E0NKgI8HcmrIPXQ48TBEFbxt7/f1jN9bBY9NIwos7EEXc3iwvHo4kc+WSeMv+ruHM1ha/f3UNpUTUGhgbMfnogMxb3f2Rj1a1rL1EnVxAc6k7/wdLWMDHR2Vy/moKBoYz5i6T3glKpZuMWcWMxc3o45ubSeWn/0bvUNygJ9nehWyfdvZmTX87Zq+LiOXeS7l6vVyjZ2NjPbcG4cK0IWRAEftojpqtHRbQj0FO3SfnpgJgyHdEj9IlAj0qtYXfUA346EkV1nVjpNbZHW14a21fCfAIk5Zfw6f5z3EoT/ZO8HGx4dcwAjI0MiErKJCopi/SiMu5n5XM/K5/fTl/HysyEnoHeWkbIx8lOez5jQ9H/p09bPxQqFVEJmZy4k8T5mFTyy6vZcPY2G87exsvRluFd2jCsSxtCPJ21gujlk/sTm1nI6TtJnL6TTF5pFafuJHPqTjJmxkZEtPdjSNdg+oUF0CnIg05BHiyfMYD7yXmcupHI2dvJlFXJ2X8xmv0Xo3GwsWBgt2D6hPnT1s8FJzsrPFxs8XCxpW8XnZBboxHIL6kkLaeU9JxS0nJLSc8tJSOvjAaFSttSo3mYGhvi6+GAf2OqzN/TAUc7y8ZNhqDdbAgCCE3/FwStelYQhEcf23ikIDQe2/if2prqx34HmuJf4POYEASBenUF1coCPdZGBDiFaIRHq9INZMZYG7lhbeyGtbE71sZupFSfoawhlaM5r9HZYRbdnRZL9Dx2Jm7M8v+Si0UbuFm6hzvlh8ipi2Oc55s4mD45rd4kblYJStSCSvIaDep6FBqx+3DLVFe9uoFsuajabylszpUXkSnPx1BmQE8HKbg52Shq7uvcAXMjHctSo6znVL64A2wpat6XfYd6jZI2Nq50c2jWI0qtZGuayB4tDJYu4hnVZexJE8HSKx37S8bK6+v4PUZcxFd06ScRFNerVHzRaFb4TKdwnC10C3yDWsXnUeIku6xrj1ZNCN8/e5a86mp8bG15b+BAvfH7eQV8fUFcEN4ZEkkbZyntq1CpWL7niKgN8vPm6b5S0FtQWc0nh0Xm5NmBvQh116U9NBqBt3ecoFJeTztPF54fJhWhrjt9i9upuViYGvPZvJGS3efF6DT2XY5BJhMbkFqbS0viV605iUqtYUCXQIaFS8FcXnEla/Y3OmLP6i9xbwZIzSxm91ExNfXK4sGtGpPFJuRx+qKYJntukX5ri+afUduXa+zD+3IBpCQVUFBQiZmZMT3Cn7whIvCPfHxahrObLdOX9GfjT2f465vj9IoMxcz8721M/hvRUK9kzXcnOLhV/Bt5+Tnx2qdTCHkEaATIzy3n8B7xfl3y/GBJibogCKz5XfwejhjVCa8Wnj7HTjygsLAKBwdLxo2Rpiyra+rZcUA876zJ0oq0LQduotEI9O7qT7CfLv2178wDSitrcXOyYUwztudqTAa3E3IwMTJk2QTd9/16QhbX4rMwMjTg2bGPZ8PvpObw2e5zJOWJaZwQT2fenDKQLgHSubSqrp6fT15le9R91JpGkfPAHiyM7K4VOQ9oKwKD/IpqriZlEpWUydXkLCrl9ZyNTeVsrKg38nKwbZYW89IysyZGRkR2CCSyQyD1ChWX49M5cTeJi7Fp5JRWsub0Tdacvom3ky1DOgUztHMw7bxd6eDnRgc/N16a2I/4rCLO3E3m1J0kcoorOXsvhbP3UjAxMiSivR+DuwTTv2MAXUO86BrixYpZA7mTmMOpG4mcawRBe87dZ885UafpaGtJqK+YOmvr50qorwuuDtYYGMjwdLHD08WOfl1195haoyG/uEoERFqWqIzMvFIalGqSMotJytTXyP4v418fn/8wrhb9gqaqohHgFKASWmdLmkKGIVbGzo2gxr0R5Lhj0whyLIwckbVoVhpmP4WrxT8TV3GAe2VbyZffZ7DHe1gb6+hkQ5kxA12X4GPRkaN5X1NUn8qG9BcY7v4C7Wz1F93WwsRAt0g1qOuxaNaBvSnNZSQzwsxAupil12YiIGBvbIejqXTSiyq9B0BH2zZYGetK9ZXNWlS0THMdz79Hg0aJv6UzYXa6HLpa0LA9XaS+Z/r1kkyS+zOjqVDU4WVhxxAP6WL8Q/Rl1IJApEcgXZ2lE/zP0VepVipo5+DCWH9p9cq6mNvk1lThbmnN4o5SndHGB/fIrhKNDJd20WctDsTHczBBbC769ciRWJtKNQ3V9Q28fOAIKo2GkaHBTO+kb0r5xelLxBcUY29hzpcTpeXngiDw7r5TVNc3EOblxpJ+0vew5cpdriZnYWZsxOpZIzFutpN/kJHPL8fElMWbUwbi3Wy3WVYlZ9UmsSR+zuBudG8jFahuOn6L+MxCbCxNWTl3sB7Y+GbjORoUKrqEejGij/R6CoLA13+dQa0RGBAeTK8urfs9/dRYvj5yUAfaBD5cs3brTjq5eeVYWpgwtAUD0TIuXRTZnh7hgZiZ/d+KI5ti8ry+HN97m6K8Cnatu8TcZwf/n75+clweX7y5i+x0cZEZOyOcxcuHPxEAW//bOVQqDd3CA+jSokT95o00oh9kY2xiyNz50pJ9hULFpq3id232jN56137ngVvU1Dbg7+PEwL46Jq64tJqj58UU3LxJuo1MfYOSTYdFtmfh+HDt91qjEfhpt8jqTBnUGTdHcXMmCILWimFKv46PdF0uqqzh2wOXOHpb/K7YWJjywug+TI4Ik9x7Go3A/luxfHf0MmW1jSLnsCBeGzsAD/vW2X93O2sm9ezApJ4dUGs0xOcWEZWURVRSJvcy8sgpq2TntQfsvPYAQwMZHbzdtEAozNsNI0MDzEyMGNIpmCGdgpE3KLkYm8aJu0lciU8nu6SSdWduse7MLTwcbLQgqIOPW2OzVFeeH9+HpJxiTt9J5vSdZDKLyjl/P5Xz91MxNjKkV1sfhnQJJrJTID3b+dCznQ9vzBnEjfgszt5KJjotn4y8Mkora7nyIJ0rD9K1n8/WyoxQX1dCfFwI9RUBkaezLTKZDEMDA7xc7fBytaN/NykgyiuqbARDpY0ps1KqakWGTSYT++SJP9FuQJo/jkzspCeTjDU+LtP12ROHGx+TyVA2yLn90G+CNP4FPq1EfOUhzNXNL40MSyOnRsbGTQdwjN2wMXbH0sgZg79ZfWVkYEo/11fwtOjGhYIvKKyPZXfGYiLdVuJvLZ1oAq17siDgZw7lfk6OPIbDuV+QWXuPwW7PSIBN669jjKHMCLWgQqGpwwId8Gnu2txysXuUf8/Vh1Rz3ShNoEolx8HEmm72Uv3IgRxxBzjeW9qg8GJhEnl1FdgYmzPKUwcUBEFgQ2MJ+9ygHhLn5+TKYg5kiBPo8hZsT25NFRsTRPbh9a4DJNVYpXVyfrkr7opf7dEXcyPdhF1eV8dPt8SxFb366PnxZFdW8t4ZUePyQq9edPXQr3J75/hpciqr8LK14eMR+uLe04mpbLpxD4DPxw/H1VrKKO24+YArKZmYGhny2eThEkPBpPwSvj0qTvavjulPgIsOjNbWi6Xrao3AiK4hjO2hAwyCIPDh5pOUVcsJ8nDk2XHS3XFqbgl/HhC9flbMHIiTnfQ9XbydyuW7aRgaGvD6Qn1QdPxCHPfjczAzNeKlha2D8bOXEohNyMPczJglcx/te3PgoMj2DB8Wppc+aR6CIHDxfGOa6x84KGs/xj8nfAAwNTNm6Ssj+OTV7exad4nhE7vh4m73n530CUKt1rBr7UU2/XoWtUqDvZMVK1ZNonvfNo9/MpCckM+5E+I9tOSFIZIxjUZg7R8iUJ0wsTvOLtKF/+CRe5SU1ODsZM2YUdJUd2VVHbsONrK0syIkLNL2w7dQqTR0autFx2Y9ovacuU9ZpRwPZ1tG99N9d0/eSCA5uxhLcxMWjtExo6fvJBOXWYiFqTFLRkpT402hVKnZcuEuv5+4hrxBiUwGk3qH8cLoPthbSXWb0dkFfLrvHNHZosjZ38WBN8dHEtHmyTyhQNTzdPB2o4O3G08N7kltvYKbaTkiG5SUSXpxOfcz87mfmc+vp65hbWZKzyBvIhr1Qd6OdliYGjOiawgjuoYgb1BwOS6DU/eTuRibRl5ZFRvP3Wbjudu42lk1gqUgOvl7EOLtQoi3C8+OiyAlr1SbDksvKONSdDqXotMxMjQgPNSHwV2DGdgpiIgwfyLCxE1KXYOS5OxiEjKLSMwsJCGriNTcUipr6rkem8n1WF0TVytzU0J8nQnxEVmhUF8XfNzstSDS0MAAbzd7vN3s6d/t4ens/0VUVVWx9cunnujYf4FPK9HRfhpuDv5a1sbKyAXDv6mtedIIsB6Ak2kbzuR/SFF9PCfz3qG93UR6OT+DUbNu6dbGTszwXU1U8VaiSrYRXXGSvLoExnm+ibOZ3yNfw9TAHLm6Wq9txaNcm5v0PS2FzUX1ZSTXZCFDRrijlNHQtqhw7Yphs/YVCZW5JFblYSwzZJSHlBZv6sI+yaerxMzwUmEqqdUlWBqZMNVP+pzvHlxCAIZ7hxDmIBXZfnvvEgqNmt5uPgzwkL73729HUa1U0MHJlYnB0kq0H25epaqhgVBHZyaHSsdUGg0rjh2jRqGgq4cHz4TrT7a7HsRwNCFJNDIcN0rPjye/spq3Doil64t6dWNAsPS9ZZVW8OVxMc32yrC+BDjrgE2DUsUbW4+hUKkZ0Naf6b2lWpLVe86RU1qJh4MNb0+VdkDfeeE+l6LTMTEy5JNFoySeJCq1ho/WnkSpUtO3oz8je0vZnLp6Jd9sFLVIs0d1w99TKpCtrq3n58YmpAun9MbVSf971NCg5LfGjt2zJofj9Ah31YKCSq5eFy30H9WXCyAjvZic7DKMTQwJ7/1/O8G2jL5D2xPW3Y/oWxms+fYEb34x/X/6evk5ZXz51m7i7mUB0GdwO158bzy29paPeaYu1vwsgvhBI8IIbCMVLV+6kEBKciEWFibMmC0FyvX1SrZuF+/ZubMj9ATl2/bdQF6nINjfhf69dCCssrqOA6fE1PS8ZtqeunolmxvZnkUTwrU+TEqVmt/2iazS/JE9sGsEK0q1mp8PiqnkuUO6tdpyIiohk8/3nCOjqByAjn7uvDllIO28pUxjWY2c749dYe9NUeRsYWrMs0N7M7tPZwmbKggCx2OS2HL1HvaW5vQO9CEiyBdfx4c31bQ0MyGyXQCR7cSNY155lRYEXU3OoqqugTMxKZyJEb/v3o7N0mKB3libmzKsUetTp1ASFZ/J6fvJXIhJo7CiRiuMdrKxYHDHYIZ0DqZrgCfBnk4EezrxzNgI0vJLG5mgJFLySrkSm8GV2Aw+3XKG7iHeDOkaTEQ7P1ztregY5EHHZtVyCqWK1NxS4jMKScwqIiGzkJTsEmrqGridkMPthBztseamxrTxdhZTZb4iIPJ3d/ife2r9J/Ev8GklujstxMbmycTN/42wMXFnnM+P3Cj+iwfl24mt2EdhXQzDPD+WpL4MZIb0dZmLt2VHDud+QWlDFpvSX2KY+wt0sBvy0PPrgI80ZfeoPl1NFV0thc1Nndjb2QRib6K7RjXKOqJKxUqclqaFTaLmga7tsTPRTc5p1cVcK0nDABnT/aRal6YS9ql+XSQVWXHlhRzLFpuNvhwmZQ8Sy4vZkyruYt/oKq3ySqkoZUv8PQDe6hUpYYLSysvYHCOyWG/3HaBXkfDrjRvczsvDysSEb0aOxKjFeHJJKR+dOg/A8v4RdPGUgjGVRsOKvUeprG+gg4crywdLBdVqjYa3956kTqGkp78Xs3tJF/0fjl8huaAEBysLVk0bJvlcx+8kcvBGHAYyset689L11LwSvtsrgo6XJvYj2FOqN9p28jax6QVYmZvy5nx9hmrdgWsUlFbj5mTDwvFSjRXAH9suU14px9fTgelj9H2MQCxpLiyuwtnJmukTWj+mKQ4euYsgQLcuvvh4t16F1BRNoubu3QOwsHjy7txN0fRZNf+Bxqf5uZ5+fTQvzPiFC8ej6TOkPX2HtPuPfXhahlqt4cS+2/z51THq5AosLE15ZuVohozr8rcqym5fT+XO9TSMjAyYvyxS+hoqDevXiGB2yvRwbFu0n9h/8A7l5bW4u9kycrh041NWXsvewyJjt2h2Hwnbs/voHerqlbTxdyG8s5/u8dP3KK+qw8vFlhF9dWzPvgsPyC2uxNHWkhlDdZV9B6JiySqqwN7KnDlDpPNMSVUtn+46y5kHIphwsLLg5XF9GdujneS9AOy69oBvj16mqlHkPKZrKCtG98PZRgrMM0rK+eDAaW6k6xb6M/GihsfN1pregT509fEg2M2JIBdHLExaT7l62NswJTyMKeFhqDUa4nKKiEoWgdC9jHyySyvZcfUBO66KabFu/l4MCQuib4gfPk52DO4UxOBOQTQoVVxNzOT0vWTOx6RRUiVnx+X77Lh8H3srcwZ1DCKyQwDdg7wJcHfkqdGOPDW6F+kFZZy5K6bDknKKuRafybV4kcmxtzIn1MeFUG8XOvi5EebvjpOtJW39XGnrpwOLKpWa9PwyEjJFIJSQWURSVhF1DUrup+RxP0XnCWRiZEiQtxNtfcVzBHk54WRnhaONxf8TgOhf4PP/SBjKjOnt8gyeFl04V/ApJQ3JXCn8nhFen+kd62vZiQUBP3M09yvSa29zPO87/K26Y2lk1+q5TQ3NQAn1amnPE7lK/L95i07zdep6yhTibsnHQqqfia0Ub/puDlJ2IKYyA6VGhaupvV6Lipul4nMGuUndmK+XiKxSmL0Xnha6slZBELhcJI6N9payLwczRBOzTo4ehNhJm40eTI9HAELsnOjkJAUfB1PiUQsCvjZ29HaXalwOJ4tur942tnqd1wVBYP0dMXU2v0sXvG319QTb7j6gXqXCz96OJeH6i3tMXiG3s8VJ4f2Rg/TcmxPyi7mdKQrJ3xk7SDJJq9Qatly+B8Aro/riaCVdiDaeE1m2qX060jVQKtTceeEBDUo1HfzcmDGws9772nlWPO+sYV1xsdcHv/vPiWL0GSO6Srpjg5gOOXxWBJkzxnZ/aGn6ifMiGPZwtUWjfjTIuH4zTXvumtoGPV+Y5hEXm6v9uXfXDcaM7/q3ytmb3u/ebddQKlTMWNAXu7/BmLSMwFB3hk/qxrHdt/j01e04uljTf3gYkSM60qbDf2ZyqtFouHw6jk0/n9FqeTp09eXVT6bg5vn3fMXktQ389MUxAMZO6YF7i+dv2xJFdlYptrYWTJkuZTbz8yvY3KjtmTenj94C9uv689Q3KGnbxp2IHjrdR22dgl3HREA0d6KuFU1dvZItR8QU+MIJvbSp3XqFkrWHRd3f0nG9MG80t1MoVfx1VNwQLR0VjqWZjiGuqW/gmV/3kpRXgqGBjJn9OvP0yN4SEX9TbL58l9UHzgMQ4u7MWxMi6RagLwRPLy5j3ppdlNbIMTUyZFG/7pgaGXE1NYs7mXkUVFaz704s++6Ic5JMBt4OdrRxdSLY1ZEQN2fauDrh7SAt7zY0MCDMx40wHzeWDQ5vTItla/VBGcXl3EjN5kZqNgA+Tnb0DfGjb4gf3QO9tMJopUrN9aQsTt1L5lx0KuU1deyJimZPVDTGhoZ0C/Qkoq0ffdr6EujmyJKR4SwZGU5WUTln7iZz5m4KidlFlNfUcTUuk6txupSWh6NNY6NVEQiFeDljYmxEsLczwd7OjO0rzstqjYasgvJGMCQCosSsImrrFMSlFxKXLnVwlsnA3toCR1tLnO0scbK1xMnOCic7S5ztrMT/21vh9D8GSP8Cn//HwseqF2O8vmV35iKya2/QoK7B1FA/PWBpZMcUn1WsSV1GmSKH/LpEgqxbz3fbGDtQUJ9FpbJU8ridiTjplSmkj5sZmGJhaI5cXUepohxLI92C4GImpmBKGyokz/GzFHcGxYpKalX1WBnrwFSIjQfZ8lLulWdIwE+nxiaksRW5FNZV4drYH00mk9HN0Zvbpdkcy4mTlLGP9A7lz/hr3CvN42phBr1d/bRjo/xC+D3mOokVJRxMj2d8gG4HOToghN/u3yCzqoKNsXeZ30G3ixwZ1IZfbt8gu6qSDQ/usrCTbkwmkzGxXTvW3bnDlvv3mREWhkcLNnB02zZsuXOfjPIKTiamMCJUqm9q6+ZMgJMDaSVl/BV1k++njJEshEEujnjY2ZBXUcXp2BSCXJp5Oxka0LuNL5cS0rmcmMGEHlIgGBHqR2xWIbdTc9BoBAloimjny66L90nNL6W8uk4vLTCoWxu2nrzN4StxzB3RXa/r8pDwEPaeuc/uk3eZMDBMMm5gIGNQ7zYcvxDHjsO3GTGgXat9kOZN68Vn3x/jfmwOT7+2mU/emvDQLs5zZ0Xw6eeHuXs/i2df2Miq9yfi59u6GdrseX3Jzy0nN7ecX348xe6d15m3sD9Dh4VhaPR4pmXM5O4kxOby4E4me7dd59iBu0ye1YvJs3pjafX3GSSApStGIpPJuHA8mtKiavZtimLfpijcvewZMKIjkSM74hf85GakgiBw41ISG386TWpCPgDWtubMfCqS8bN6P1kX+mbnun45mfW/niM3uwxnVxvmLJHq42Kis9m4XmQIlz03WMKkqdUaPvn8ELVyBe3beTJ0sPR7eOlaMifOxWFgIOOFJdKqvf0n71FdU4+3hz0DwnX3xsHz0VRU1+HpYsvwZqL5g5dixQovR2vG99PNFwevxlJUUYOLnRWT+urYJqVazWvrjpCUV4KjtQW/PTOJNp6tm0CejUnl84Pnxc84OJxnhvaSaOmaIrO0goVrd1NaIyfU3ZkfZ43F017c9Dw1oCd1CiV3MvO4lpZFXF4RSYUllNbIySqtIKu0gtNxuq7nZsZGBLk4EuzqRIibE8GuTrRxddJuYsS0WCCR7USwmF1awenoFC4mpHM3PY+skgq2ltxj65V7mBgZ0s3fUwRCoWJ5fN92/ryjVnM7JYfT91O4Ep9BXlkV15KyuJaUxTcHwNXOSiynD/WjZxtvFg7vycLhPalXqEjNKyE+q5D4rCKiMwpIzSshr7SKvNIqTtwSrQeMjQwJ9XbRAqEwf3fcHawxNDAQnZ49HLWpco1GILe4QguEYtMLyCmqpKSyFrVaQ1mVnLIqOcnZj676src21wNGWsDU7P/G/wAgyYT/pJ7z/8+iqqoKW1tbLqd9io2NDYYyYwxkJhjITJr9boyh9jETvcd0vxtrj5Fh9Ld3fDvT51OuyGCg29u0sR320OOO5H5FbOUZIpxm0ddlbqvH7M35nRtlpxjsMpWhbjr9QY48i4/j38bC0IKvO/0meY+r4r4gsTqZZwIX09dJl+a4VHyHLxLWEWTlw7ddXpO8zvxrn5MlL+KDDvMY4KITPV4qSmDFnY04mFhyOHIlRs30PwuurOFOWSZLgvrzYltduu58fjJPRW3HwtCY86News5EB6TevXmcLcl3CLRx5MjIJRIG5fv7V/j23mVsTcw4OX4RrhY6JmN9zB0+iDqDiaEhhybOJcRBNzlufHCX9y+excTAkP3TZtO2WUPSBpWK6Tt2EF1YSBd3d7ZNmyYpFQf45sIVfr16AzszMw4tnotbC+FybH4h09ZsR6XRsHr8MCZ2ki4cR+4n8NquY5ibGHN8+UKcrXVgMyGvmKnfbUYQYOdLs2jnpVs8q+T1jFq1luq6Bj6fP4oRXXXVb4IgMPfzbcRlFjJ3SDeWT5YudPJ6BVPfXk9ReQ0LRvfkuclSf55aeQMzV26gqKyGWaO68eKsFg1Uq+uY/fI6yivlLJzamyXTW++7FZOQy3urD1JSVoOlhQnvrhgjYQSaR2JSPu99uI+i4mrMzU1Y+doo+vfV90oCkXo/fvQ+mzdcpqRYTNv6+DiyYMkA+g0Ifew9JwgCt6+lsvbXc6Q0AgsbW3NmLOjL2MndMf2HlWIKhYrbV5I5f+wB184n0NCsCaNvoAuRIzsyYGQYHo9I592/mcaGH09rdTwWlqZMnBvBpLl9sLR+dEFDy7h7I431v50jPiZXe65PvptJ+046drO6uo5li/6iqLCKIcM6sPKd8ZJzrNt4iY2bo7C0MOGv3xbh1qxTfGVVHfOfX0tZhZyZk3ryzALd96ShQcmU5/6krELOW8+NYPRAEcgolComv7KW4vIaVi4awoRBom5NqVIzceVaCsuqeWPuYKYMFOcRpVrNhPfWk19WxevTIpkxUEwHC4LAqh2n2Xs1BjMTI9a+MJX2Pq07N0dnF7Dw113UK1VMDQ/jvcn6Yn2AnLJK5q3ZRUFlNcGujqxfNBV7y8cb2ZbWyEkqLCG5sITEAvFnSlGptllqy3C0sqCNqxNt3EQg1MbViUAXR8yabSBq6hu4kZLD5cQMLidmkFdeJTmHm501fdr40jfEj/Bgb2zMzRAEgcyicq7EZ3AlIZNbKdk0KHVecoYGYouNPm39CG/jQ1tvF8l8VlPXQFxmIdHpBUSn5/MgPZ+KGv3KZicbCy0ICvN3p52vq5aday00GoHKmjqKK2opqayhpKKWkopaiitqKKmspaSihuKKWkora1GpNY+93k1hZ2WOk50lNmYy/nh7HpWVlY+VqvwLfJpFE/BZf7cTFtb/TZpNpgeerIy8iHD7GhPD1hsc3ixZy53SDfhZ9WW45ycPPfOdskOcLvgFf8vuTPX9qNVjzhbu4WThNrrZD2Sq93PaxxUaBS/eXQzAlx1/lpgYrs/YyqnCc4x2H84snynaxwvrS1ly8wOMZIbsiPhS0pz05+QD7M6+yEj3nrzeVgewVBo1o8+vplxRy3fd5hPhrFvIzuTHsfzWdmyNzTk5ZIVW4CwIAuPP/ElCZSEvthvA8211i3aVop7Bh3+jtF7Oik4DeK69bsFVatRMOrqZ6NICBnoGsHbwFElfpkXH93IuO40QeycOTJyDWWNllyAILDmyn7MZaQQ7OHJw2mztGEBWRQXjtmyhuqGBpd27s7K/FEQo1Gqmb9pOTEEREX4+rJs+Sa+/1++Xb/DN2StYmphwYNkcvO2l7Txm/L6d6JwCpnbvwIcThkqe+8bWYxy5m0BEG1/+WCrtDfXb8Wv8euwq/q4O7Fk5V0KrX4lJ54Wf92NqbMjBjxbpGbWdv5PCaz8dxNDQgC0fzJEYxAFcuZvGiq/3YyCT8ecHM/Qcm89GJfLuN4cwNDRg7edzCfJrfaddWl7D+58f5EGcuPgunBnB/OkRetoLgIoKOR9+coB798VFf9aMXiya3++hDEdDg5KD+26zbUsUVZXiBN0mxI1FSwfSrYf/E/VrunwunvW/nSMnU2Q/nVysmb24P8PHPrpB6uOiXq7g2oUEzh97wK3LyahUugWoTQdPBozoyIDhYTi5ivdeYnQO6388xd1rYnrY1MyYsTPCmbaoPzZ2+kLeR0Xcg2zW/XqO+7czxHOZGjF+Wk+mzY2QnEsQBFa9t5dLFxLw9LTn1zWLJWzPg+hslr+2DY1G4N03xzJooNRm4IMvD3H2UgJ+3o78+e08iY/TnmN3+WbNGVydrNn50xLttdx/7gGr15zG2d6KPd8s0rKFBy5G8/H6UzjZWrL/i8VaMf7+qBhWbTqFo40Fhz5ajFnja+y/Fsv7205iIJPx7ZKxRHZoHVDnllUy68ftlNbI6Rvix08Lx7fK9ORVVDH/r13kVlQR4OzA+sVTcLL65ylQtUZDdlklSYUlJBYUk1xYSlJhCdllFa26hhvIZPg62tHJ250+Qb70DvLBwVL8WwmCQEZxOZcTM7iSmMnN1GwaVFJA08nXnT6NabG2Hi4YGMioV6i4nZpDVCMQSi8sk7ymuYkxnQM86B7oRbcgTzr4uOmJu3NKKolOz9eCoaTsYm0z2OavH+ThJEmR+bjYt3qPPyqaAFJJZSMoagRIJZU6YNT0eHOApFbUc3fL2/8Cn78bTcDnSvpqzK0M0AhKNIICtaBo9rPpMfGndLzpMeVD3ZqbR5jDC4TaL2h1rLQhld0ZizCUmTAv6AAmBq1Pevl1iWxKfxlzQxueb7O91Un+TvkFdmb/SJBVGEsC3peMvRX9MmWKUl4NeZcgK10Vxtmii6xJ30SYbTtWhi7XPi4IAnOvv0WlsoavOq0gxMZPO3azNJHX7/+Bk4kNO/u8J3kvX8UdYmfWVYa5d+TjTjO0j6sFDWPPfk+OvJx3w8YytVmfriPZsSy/sRc7E3POjXxR0pV9f3oMr1w9iKmhESdGL8XHSqdVSCovZszhDSg0aj6PGMH0YB37VFJXy4jd6ympk7OgfVc+6KPzXSmtkzNy20aK5bXMCevERwOkgvETyck8e+gQAH9NmMDAAGmpf1ppGePXbaFepeKtwQNY2EPabkGt0TB3wy5uZ+fR1duDzfOnSkDKncxc5vy5EwOZjH3PzyHYVQdCsksrGPvlBlRqDWuWTSY8SLdbr6lvYOSHa6iSN/DJnBGM6aFLGwiCwIIvdxCdns/MgZ15bZp+yfmKHw5w8V4qnYM9+f2NaXoT1fu/HOVEVAKBXo6s/3iO3qT41pcHuXgjmZAAV/74bHarCwqIbr8/rTnHvqOi3iOiZyDvLB/dqpZHrdbw+1/n2bVHFMb36O7POyvH6nX/bh61tQ3s3nGd3TuuU1cnGnN27OzDkqcG0u4xZn4gCntPHb3Ppj8vUFwo7qw9vR2YvaQ//Qe1w8T0P1MGVFfVcfVsHOePPeDe9TQ0Gl3TS/82ruRnl1EnF9+3kZEhI6d0Z8bSSByd/17395TEfNb/do4bV8R0i7GxIaMmdmPGgj44ttJJ/vDBO3z31TEMDQ344df5hITqNHo1NfUseXodhUVVDB/agZWvjZY899zlRN7/4iCGBjJ+/XIOoc3aWqhUaqY9/xeFJdW8sngwk0eKLI1KrWH6a+vILark5TmRzBjRVfv41LfXkVNUyfIZA5g1rJv28UkfrienuJJXJvfXipqVajXjPl5PXlkVL47pw+Kh0gKJpqiqq2fOTztIKyojxN2Zjc9Ok+iDmqKwqoZ5f+0ku6wSX0c7Ni6ZirP1w6sQ/5OQK5SkFJWSXFBCYmExyQWlJBYWUyHXN+ELdXcWQVCgD918PbVgsF6p4nZaExuUSXqRFNA4WJoTESKyQRFtfHFoTK3lllYSlZDJlfgMbqfmUCVvkDzPzNiIjn7udAvyonuQF2G+bnod6usVKhKydaxQdHo+heU1eu/dxsKUDn7utPdzJdTbhVAfF9zs9e1T/kkIgkBlTb0WEGXmFDBzZO9/gc/fjSbg8yQX7nEhCOoWQEkHjgrkV4gu+xELIzdG+hxo1QNIEAR2pM+lUpnNYPf3CLJp3RhNpVHwXcJkNKh4Kmgddib6NG9aTSx/pL2Pk4k7r4b+KBn7Lmk1CdWxzPNdSoSTjsVIqUnj/djPsDO25eeuX0me82Hsb9wqi+WpgCmM9dTR2gq1kvGX3qNeo+DPHisIstZNoLEV2Sy89iumBsYcH/QWls1cnTenXeWL2GP4WzmxL/J5DBo9e9SChhEnfiWztow3Ow6VuDcLgsCcs1u5WpjJAPcA1kZOl9xMf8Rc59Pb57E0MuH4+EV4W+nYlfPZ6Sw4thuAtSMmMchHt0u8mJXB/IN7APh91HiGBUhLpT88e5aN9+6JKa25c/X6dG29e5/3T5zFxNCQvfNnEeIiZVCyyysZ//tmahUKlg/sw9P9pJP1y9sOcTI2hb7Bfvwxf6Jk7NP959h65R5h3m5sfWGG5POuOXWDHw5fwcfJjn1vzZeAj+vxmTzzw16MDAzY/s4cAtylKZaC0iqmvbOBugYl7ywYyvj+0mqdiuo6Zr6xnvKqOpZM6s2SSVLH6JLyGua8vI7q2gaenduf2eNbX4Ca4tiZGL7+5SQKpRovD3s+fWsCfj6ta3nOnIvjy2+O0dCgwt3NllXvTyIo0KXVY7Xvt6KWbZujOLj/NkqFuAHpHRHMwqWRBDzmuQCKBhWH995i27rLVFaIBQDWNmZEDuvAsDGdaNPW4z+euMtLa7h0KoYLx6KJvasTlRoYyBg8tjOznx70t4XLmWnFbPzjPJfOiv3LDAxlDBvdmdmL++H6EG+hjPRinl26FoVCxVPPDGbaTOk9turTg5y/kICHhx1//rJAwgSVV9Qy7/l1VFbVMW9ab5bMkaZKj5yL4dOfj+NgZ8Hun5dqO3CfiIrn/V+OYWdtzr5vl2iF88euxvPen8ewszLn4JdLtGmTw9fjeG/9CeyszDny8WLt4/uuxfDBtlM4Wltw9D0dC9Q8lCo1y/7ax43UbFxtrdjy/Azc7PTBX3F1LQvW7CK9pBwvexs2LpmGm63uuLvZeXx0/BxyhRJHSwscLc1xsLTA0cJC/GlpjqNl0+8W2JqZ/u3viCAIlNTUEp9fzI20bK6kZJFY0KIdhJEh3f286B3kQ0SgLyFuTtrXyS2r5EpiJpcTM7iWkoW8QZdilcmgvZcrfUP86BPipzVQ1GgEUvJLuJWaw+2UHG6n5FJeK01rmRgZEubrJgKhQC86+rtj3kr1WmF5NTHpBTxoBELxWYWSFFtT2FqaEeLlrK0kC/F2wcfF7j/u7/V31u9/gU+z+G8Cn0eFWtPA4cyRKDSVRLh9hadl68Zv14v/4F7ZFvytBjDMc9VDz7cx7UUK6pMZ67mStrb6/aXKFIV8kfAcRjJjPuqwVXJDbstaz4XiMwx3G8NET116ql5dz5JbLyIg8EvXr7FtlgbblnmMrVlHiXTpwYqQeZLXevP+X1wrjWdpwChm+enAmiAITL30LVnyEt7rMJkxXrpS1FpVA0NPfUWNqoGfe86hn6uOedqZfpd37hzG1dyaM8Ofx8RQN7mlVZUy6uhfKDRqfuo7kVE+OqZDrdEw/cRWbhXl0tvNhy3DZkhST6uizrI25jaOZhYcmzIfFwvdzu7jy+dZc+82NqamHJ4+F28bHWhqUKmYtmMHMYWFdPXwYOvUqXqNDZftPsC51HRCnJ3YM38mpkbSCXnf/VhWHjiJkYEBOxbNoIOHTrOTVVrBmB9EZufP+ZPoE6wzUSuprmXk6nXUKZR8O3cMQzvqhKLyBgWjPlxLeW0dH84cxoReUg3Ry78c4GJ0Gj1CvPntpcl6k/Lm47f4fudFbC3N2PXJAuxbCKFPXUvk3Z+OYGRowIaP5xDYogPzkbPRfPrLCUxMjNjw1Tx8PFoXMDdFYkoB73x2gMLiKszNjXnzpZFERrSu5UlJLeK9D/eSX1CJqakRr70yksEDH+3qDFBUWMWm9Rc5cewBGo2ATAaDhnRg/qL+eDwBqJDXNrBv+3WO7LtDSZFOW+Hr78zQMZ0YPDKsVQbl70ZRfgWXTsXStpM31jbmePv/ve7s+bnlbPrjAmdPRGs/Z+SwDsxbOgDPhzQnBTFF+NxT68hIL6Z7zwA+/WKGhO07fjKaz786iqGhAT9+O5u2zZggQRB457MDXLqWTKCfM398PVdS2adWa5i9fB3ZeeU8O6e/tgu7RiMw562NpOWUsmxqHxaOD9c+PuPdDaTnl/Hs5L4sHC0er9ZomLpqIxmF5bwwoQ8Lh4uPq9Qaxn+ynpzSSlZM6M+8gdLS9qb3+PaOExy8HY+FqTEbn51OqIf+tS2rlTN/zS5Si8pwt7Vm45KpWiEzwK2sXJZu3Ydc8ejWRM3DyMAAewtznKyawJEUGDlamOt+t7SQ6HqaR0lNLVdTsriamkVUSiZF1bWScUcrC9FXqNFbyKWxHF+pUnMvM78xLZZBQp4UQNmYm9Ir2Ic+IX70aeOrBYOCIJBWWMbtlBxupeRwOzWHkippNbCRoQEdfFzpFuhFtyAvOvt7tMqgKdVqknNKGkFQEQnZRaTlleqlyKDRC8jTiZBGVijU24VAd8e/JVz+F/j8w/i/Aj4A0aU/klCxHhfzHgzw+K3VY4rrk9ibuRQjmSnzgg5g/JBO8Sfzf+Je+RF6OExioNtSvXGVRsm7MbMQEHin3RqsjHQ39ZnCE+zK2UwXu+4sC3xJ8rxX7r1NYUMRb4a+QgdbHai4Ux7P+zG/4Gnuwm/d35U8Z1/OZX5I2kdHuwC+7/qcZGxN6ll+Tz5Nd4cAfum5RDL2ZewxNqVdJcI5kN96zdc+rlCrGHT8J4rqq/m46xim+Us9br59cJEfYy7jam7FyTHLsG7m+ZNRVc7IQ+uoUyn5oOcQFrTVTY71KhUT9m8moayY/l5+rB85RQuMGtQqpu/dwf3CAsKcXdk1ZQamzQBXVkUFYzdvpkahYFmPHrzeT+onVForZ/SaTZTK5Szs0ZW3BkvBqCAIvLT7CCfik/F3tGffU7MljUw/P3qBDVF3aOPqxJ7nZkt2Qj+diOK309fxd7Zn34p5EmZnw9lbfHPgEh4ONhx8e4Fk0sgtqWTKqg00KNV8tngUw7tLQYZKrWHeqi0kZxczOqIdHywZofee3/juIBdvp9IuwJU/P5ip125j+Ue7ufkgk3ZBbnz99mRsrB8tCK2olPP+F4e4Gy1qeeZMCWfx7L6tanmqqur4ePUhbt4S/aWmTu7BsiWRT1TZlJ1Vyvo1F7hwTmRCDA0NGDmmM3Pm98XpCYCLWq3h3q10Th6+z5XzCSgaRLGqgYGM7r0DGTa6M736t/lb5fT/jSgurGLL2oucOHgPdaPWoU9kKPOeGoB/0OOrx3745jgH99/Gzt6SP9ctwb6ZuWRObhlLn1lPfb2SpYsGMGuG1Mfp1IU4Pvr6CIaGBvzx9RyCA6Svd/pKAu9/exhrS1P2/LYMy0YX7gu3Unjju4NYmpuw/7slWDf2fTt7K4k3fjmMtYUpB79cglVjGfqJW4m8ueYoNhamHPlkiXaBPXQjjne2nMDeypyj7y3GohVR7S8nr/LLqWsYGsj4eeEE+ob66R1TIa9j4drdJBaU4GpjxYbFU/FxtNOO38zM4amt+5ErlfT29+aZfuGUyesoq5VTWiuntLbZ7/I6SmvkVDc06L3O48LCxLgREIkgKcTVmV5+3nTxdtdunARBIKWotBEEZXEzPZu6FsLpIBdHIoJEENTdz0vrK1RcVUNUUiaXE8XeYpUtUmpBro70CfGlT4gf3fx16TRBEMgsrpAAocIKaUrL0EBGW29Xugd6aoFQcz+x5qFQqkjJKyUxu4iE7GISsotIziluVQBuZGhAkIcTId7OhHi70NbbhTZezg8VUP8LfP5h/F8CH7kynyNZ4wANw7x3YmuiL8oTBIFt6TOpVuYz1GMVAdb6bA5AdMVJjuV9i5dFB2b5fdnqMZ/GPUWVqozng1bjZaFL38RU3uenlK/wMPPivfZSz6Dvkn7lZvkd5vhMY6S7Tmxbraxl1rWVAGzr9bmkX1deXSmzr36KgcyAA/1WYWWkW/zy5OVMuPglMmQcjHwdVzMdAMuVlzP6zHdoENgb+TxB1rqUxNqka6yOPoWvpQPHhz8jaV/RoFYx4sifZNaUszCkB+92k4qCNyXc4d3rpzAzNOLo2IUE2OqYiOTyEsbs3USDWsW7vQeyOEznwZNbXcWY7ZuoaKhndodOfBwp1fscS0ri+cOHgdb1PmdT0li2+wAA62dMoo+f1P6+XF7H2N82UVxTy9yenXlnhI71q5DXM+LbtVTVNbBqwhCmdNelnmrqGxjx2Voq5PV8MGUIU8J1Y3UKJaNXraW0Ws670wczJULq8PzHkWv8dvgqzraW7P1ggd4uLSY1n0WfbkMQ4NfXptC9rdTTqLi8hplvbKBG3sALs/oze5TUsyi/qJL5r26gVq7A082O1W9MIMC79RRWU6jUGn7fcIEd+0U/l55d/Hjv1TGtgia1WsO6jZfZsk1ssRHWwYtnlw0iNMRd79jWIjkxn7V/nefmddEvyNTUiAmTejB9du9HaoeaR21NPRdOx3Hy8D3iHuhM7f7bqbBHRXlpDds3XOHw3lvaVF73XoEseHogbdo9vks5wJVLibz/tpjuXf3VTLo369WlVKp5YflmEpMK6NLJhy9XT5cAzJLSGua/sI7qmnoWz+rD/BlSd+fq2nrmLF9PSVkNi6b2ZnFjtZ8gCCx+fytxaYXMH9eTZ6b11T4+58PNJGUVs3hsOE9PFI/XaARmfLKJlLxSnh7Tm6dGi+BLrdEw4dMNZBVX8PK4viwc3EpfvVuxvL3jJIDefdIUVXX1LFq3h7i8IpysLNiweCr+zRzTr2dks2zbfuqUKvoE+PDL9PEPZWaah0Klokxepw+MauXNHpdTVltHSa0cpfrhelBTI0O6envQ29+HXn7etPdw1RqoKlQq7mXlE9XIBsXmFUoE08aGhnT18RDTYkE+tHN3xcBAhlqjITankEsJGUQlZhKdXSAx8jQzNqJ7gJcWCPk720sKRHJLK7mVksvtVBEM5ZVJK80MZDLaeDprgVC3QC9sLR9eiajWaMgsLCchu4jERjCUkFVEdZ0+gJTJwNfFXpsiC20ERXZW5v8Cn38aTReutDwPB7snm0z/k4gqeJXc2nME2kyhq/ObrR5zrehX7pdvJ9B6EEM83m/1mOL6DNalPYOxzIyXQndjINOnB39JeYsseRJzfF+lg61u91bcUMi7Ma9iJDPmhy5/afU1AHtyDrI39xD9nSJYFrhQcr6nbq4iv76YDzs8S1d7qZnhvGuryZYX80GH+QxwkS6+T13/g3vlGTzfZgTzAqSVUa/c2s7p/Dgm+XTjg066ctpalYKBx36gQlHHtz0n6ZkaXsxLY8H57RjIZBwYvpD2Djqdk0YQmHtqB1fyM+nq7MGuEVIGZVPcXd69fBoTA0P2TZhNeyfdzvVCZjoLD+1FAL4ZOpKJIS2qWc6eZdO9e9g36n3cW+h93j9xhq13H+BqZcmhxXOxN5curpdSMliydR8GMhkHl80huJkeaMOVO3x+7AJOVhYcW74QS1MdSNl48Q5fHLqAq60VR95YKJmMt5y/wxf7LuBmZ82hdxdg0izN1qBUMfWjjeQUV7Za3g6wetMZ9py7j4+rPdtWzdXz5jl4PppP/zqFqYkRmz+di7ebNGWUnFHEys/3U1BchbmZMe+/OJp+PR/fUuLMxXhW/3CcBoUKd1dbPnlrAkH+retxLl5OZPWXR7UC5r4RwSya3w//J0wRPbiXxZo/zhEbIwIXC0tTps3oxeSpPTG3ePLWNNmZJZw+8oBTRx/8T1NhTVFdVceuzVHs235DWyIf1sWHBU8PJKzLk/eVKiqsYtmiP6murmfazF489YxUP/jHmvNs23EdG2sz/vptIc7OukVEEARWfrSXq7fSCAly5dcvZutVva3+9QSHzkTj5WbHhq/na/2frkdn8tLnezA1MWL/d0u06dTL99NY/v1+zE2NOfjlEm17irP3Unj190NYmZlw5JPFWDeyCEdvJfDmpmPYWZpx7P3FWJhK/2bXU7JY9uc+VBoNSwb14OWRUu0RiBuIxev3Ep1TgIOlOesXT5X4Z11Ny+Lp7QeoV6noG+jLz9PGPRHo+bshCAK1CgWltXWNYEhOYXUtd3PyuJaeRXGNNM1kZWpCD18vevl509vfh2AXRy1TXSGv41paNlHJmUSlZpFXIQUkdhZm9Arw0VaLediJf9dKeT1XkzO50sgGFVZKGR0Pexv6tPElIsSXXkE+eqaQ+WVVjRqhXG6n5JBVUqH3OUM8nenb1o++7fzo6Ofx0AKI5tclv6xKZIUa02SJ2UUUV9a2erybgzUBTlb8/MrMf4HP340m4HPwQSeC3CfgZTMTa5PWdQf/jSiqu8mFvKcxlJkz1vcYxq2UthfVxbMv62mMZebMCzog6d/VFBpBzfcJU1AK9SwM+LXV3l1bM7/hQWUUY9wX0Nd5jPZxtaDmxbuLUQtqPunwLY6musX3Ztkdvkv+FT8LHz4Jk6a0vkrYwIXiW8zxHc10H2la5Kek/ezJucQo95681qysHWB/9k0+jd1HoJUrW/u8KNkZ3y3LZP6VNZgYGHFyyAocTHVlpD/GXeDH+IuE2rpyYPBSvR31i5f3cTgrno4O7uwZNl8CbnJrqhh+cA01SgUru0XydAed0aMgCCw9uZ/TmSkE2TlyaNJcSfPSb65f4ceb1zA3MmL/1Nm0cdRdnwaViqnbtxNbVEQ3Dw+2TpsmaWdRp1QyYd0W0srKGR4SxI8Txui97+d3HuJUQgr9Av34a7ZOzKxQqRn7wwayyyp5JjKcF4bodtUNShVjvlhPfkU1r4zux6LI7pKx0R+tpbiyljenDGRGv86S12sqbzcyMGDb27MJ9JAyMtXyeqa+vYHSylqemtCbpeOkQmZBEHhh9R5uxWbRta0XP705Va8KrLxSzrvfHOJurOg8u3RGH+ZP7vVYFiQ1vYi3P9tPXkElpiZGvPHCCIYMaNvqsQUFlazfdJlTZ2K1upbBA9uxYG5fPJ9AvyMIAtevpbDuz/OkphQBYGdvyey5fRg9rsvfSls9NBVmKKNHryCGjulEr37/PBUmr21g7/br7NlyldoacRcc0s6D+U8PpFt4wN9il9RqDa++tJnoB9mEhLrz3c/zJdqc23czeG3lDgQBVr03kX4tmp4eOxPDZ98fw9jIkL++m4d/C1H6jfsZLP9IZJJ+XjWdzu10LunPfLyTuwk5TB/eheVzRYZTEAQWfbKNmLQC5o7ozovT+msfn/3ZVhKyi1g8oifPjRdZILVGw5TVm0grLOOF0X1YMkwqpE8tLGXOTzuorm9gZOcQPp85Uu/7Wdug4KkNe7mblY+tuRnrF08hxE0Hmq+kZvLMjgM0qNQMCPLnx2lj9HR6/xchCAJpJWVcTc/mWkY21zOyqaqXsiAOFuaE+3nT29+bXv4++NiL3dMFQSCztIKoFBEEXU/LprZBIXmun5M9/YL9GNw2kK6+nhgZGojptMJSrUj6dlquhJHSlsy38aNPiC/tPF31rm9hRQ13UptSY7l65fPW5qb0DvGhT1t/+rT11bPYeFSUVtWSkF3cmCoT/+UUVwJiOfuDtW/9C3z+bjQBn333g7Fs9PGxNe2Ml/UMXC1HYNgK6PhPQhAETmZPp0qZSmfHFQTbzWr1mK1p06hRFTHc4xP8rPV3LwBbM14jRx7DSI/lhNnpGx4ezdvIxZKD9HUawxiPBZKxD2LfoKA+jxeDX6edjY4SLqwv4pX7b2MsM2JNj58wbMYkHcw9z59pe+jp0IF32y+TnO9GaQJv3P8TJ1Nbdka8K5mYq5V1jDj7KUpBzeaI52ljIxVMzr78BzEVuTwXMohlbSK1YxWKOiKPfo9creSPiBlEukvdkQvl1Qw98gc1ygZW9RjOnGCp2HFn8gNejzqGiYEhh8bMJ8ReN9GV1csZsXs9RfJaZrftxCf9dNdPrdEw/9AermRnEWBnz4Fpc7Ay0e0wMysqGNeo93m6Rw9ea6H3iSkoZOrGRuPCUcOY3FHKVmWWVTD6lw0oNRr+nDWR/kF+2rGTscm8vO0wZsZGHH15gaTKZP/NWN7ZeRIbc1OOv7kIG3Mdlbzj0n0+3X0WZxtLDr+7SK/aZcVvBzl3P5VuwV78sXyK3sJ58noCb/9+FBMjQ7Z9NA8fVymQyC2qYPabG6lvUEnM55qHSqXm+/Xn2Hv8HgADe7Xh7edHYN6KCLJ5VFXXseqrw9y4mwHAtPHdeXrBgIfuEDOzSli34TIXLokOswYGMkYO78i82RG4uDw+Xa3RCFw4F8f6vy6Qmyu2aXF1s2Xewn4MGfpkLtDN41GpsIHDwxg2uhPBbd2fCKw01Cs5uPsmOzZc0foT+Qe5MH/ZQHr3b/O302m5OWX89fs5Ll1IwMLChN/WLJGIvCsr5Sx5eh0lpTWMGdWJFS9LNzSFxVUseGEdtXIFy+b3Z/ZkqVN8bZ2Cea+sp6C4iskju/DKYh2TdD8pl2WrdmBkaMDebxbj4ih+l2/EZfHcV7sxNTZk/xdLcLIVNzuXotN46ZcDmJsac/jjxdqO6ifuJvL6+qNYm5ty/IPFWJnp5uSSqlpm/bSdvPIquvp78OfSyXpl2HUKJU9v3M/NjBxszExZu2gy7ZoVF1xKyeDZHQdRqNUMDPbnh6ljJKzp40Kl0dCgUtGgUtOgUqFQq1GoVDSo1ZLHG1RqGtQqFC3+36BSo1Cr8LGzI9zHC38HXZpJrdEQX1DMtYxsrqZncTsrV0/j42FrTS8/EQT18vfGtbEcX6lWE51TwJWUTK6mZBGdW4Bao1v6bc3NiAzxZ3C7ICKCfLXaoDqFkluNJfNRiWKX+eZhb2muba7ap40vTjb6nkclVbVcTczkSlwGUQn6+qIQT2f6tfOnT1s/Ovq5P5YNahnVdQ0kZRcTk5LJgtF9/wU+fzeagE96wWmqZIcpqj2NgPjFMjawxcNqEp4207A09vuvvWZq5W7ulHyGlbE3I7z3IpPp/9Gjin4iunwXwTZDGeT+TqvnOVfwJzfL9tLZfjTD3J/XG79ScpRDeWvpYNuLOb6vSsZ+SfmWB5V3mOE9j0gXnUZGI2hYeutF6jUNfB72IV4WOpCSUJXOa/e/wc7Ymo3hn0gmYYVaybhL79KgUfJXzxV6vbtW3t3C2cJYZvn15eXQUZKxIzkPePPubpxMrTg++BVJFdfnD06zJvkqQdZO7B/yFCYGUop9Q+JNPrx9CmtjU06PWYazuW4nIQgCS87u4UxOKu0dXNk/ei7GzZ5/OSeDOUd3AfDHsAkM89MBq9I6OWO2b6KgtoYxwSH8MGy05PMeTUrihUa9z9qJExngL23s+tvVG3x94QqWJsYcXDQHHzs7yfjqkxdYd+0OQc4OHFg2V8saCYLA3L92ciczjwld2vHp5OHa56g1GiZ/s5mUwlI9Ol+hUjHu4/Xkl1fz2sQBzImU+gnllVYx5cMN1CtVfLJwJCN7hkrGBUHgxW/2ci02kx5tffj5Vf0qsO3H7/Dd5vNYmJmw/fP52oWsZRw89YCv15xGpdIQ5OvM6jcm4O6i3++seajVGtZuvcKmXWIX8C5hPnz4+ljsbB9u4JeUXMDaDZe4fkPU7xgbGzJ+TBdmzeiF/RP04Gpygd60/hKlJSLVL7pAR9JvQMg/0uw8NBUW4MywMZ0YNKL1VJhSqebY/jtsXXeJssb34untwLxlkQwY0v5vG8IV5FewecNlTp54oO2X9tZ7Exg0RAfCBUHg3Q/2ceVqMj7eDvz203zMzU0k469+sJubdzNo18adnz6fpbdAff3XafYev4ebsw2bvlmARbPnv/LlPqLupzN+YBhvLtbNMU9/sZPbCTlMH9yZV2cP0r7W/C+2E5NRwPxh3XlporiZ0GgEpn6xiZT8Up4Z2ZunR+hS9nKFkoW/7iI2pxBfJzu2PD8DuxZuy/VKFc9tPsDV1CysTE1Ys3AyYV66tPiF5HSe33kIhVrNoDYBfD9ltBb05FRU8tWFKxRUV0sBTBOwafy/+r+8nDpZWhDu40UPby/CfbwIdHTQfhcVajUPcvIbgVA293PyUbaomApwcmgEQt6E+3lj17hBqq5v4FpqFucS0jifmCbxDzI1MiQiyJfBbYOIDPXXGiiCtGT+eoo+ixTq4SxWioX40sXXQ68qS63REJNZwOX4DK7EZRCbLe3l1cQG9W0EQq0BqYfFvxqffxgtL1yDqojcmr3kVu2kXp2vPc7BrDdeNjNwthiIgeyf2do3hUoj53DmSJSaGvq5/4ibRYTeMQXyaA5kP4+JgSXzAvdjaKC/a06ovMjB3M9wNQtmfsAPeuOxlTfYlPkFXuZBPB+8WjK2J2cbpwqPMtBlGNO9pW0vPohdTXJNKs8HLaW3o45WVmiUTIt6FbWgYU2PD7U9vJpi5f2/uF4az1OBo5npO0gydqEwjtfubsbR1JpDA16XtLBQatSMPPMtRfVVfNx5EuO8O2vHKhV1DD/5C2UNcl7rMJilIdJrpdZomHhyPTFlBYz3a8+3EVLb/SJ5DcMOrqGioZ6XOvVheWcpe/bptfP88eAm9qbmHJ+yAFdLHXC6lZ/LzH07UWk0fNB/EPM7SqvLPjhzhk337+Ngbs7BOXMkeh+1RsOcrbu5lZNLV093tsyWpsSq6usZ+uM6KurqeX/UIGZ11xkuPsgpYMZv25DJYPezs2nrrtO9nItN5YX1B0VG6I2FuDSjjPdERbNqx2kcrCw48t4ivaqXNcdu8PPBKzjZWLD3gwXaKpqmyCmqYMa7YhXYqqUjtX14mn+mZat2EJOST5/O/ny1YsJDwcH9+Bze/uog5ZVy7GzM+XjFOLq092712OZxISqJT78/Sl2dEhcnaz55awIhQa23I2iK6Ngc/lp7kQfRYprNzMyYKRO7M31qT6ysHt/qoaFByYG9ogt0dZXIsgQFuzJ+YnciB7X7WxqgpnjSVJihgQGnjz1g818XKMwX6XsXN1vmLOnP0FGd/jb7VFJcxZZNVzh2+B4qlbgg9gwPZP7i/hKTQoCDh+/y7Q8nMTY25Ofv5xLcoirs4PH7fPXLSUxMjFj73Xx8vKT3+724bJ57bwcA3703lR4ddZqjxIwi5r+zGQOZjB1fLtDqwu4l5bJ0tcgC7ft8MW4O4j1zNS6T537ci5mxEYc/XqztMXf6XjIr1h3GysyEY+8v1lYOqTUaXt5wiHNxadhbmrPl+Rn4ONlJ3p9CpeL5LYe4nJyBuYkxfy2YRBcf3TU4l5TGC7sOo1SrGRoaxDeTR2lb4WRVVDB3627yqqr/1vU3NjDAxMgIUyNDTI2MMDVs/GlkiImhESZGhpLHxGOMMDSQkVBUwp3cPBQthM+OFhb08PYk3MeLnj5eBDnpND5yhZLbWblcyxBTY7F5hTRf3GVAWzcXevl708vPm+6+nliamKBSa7iblcfZ+FROx6WQ20wbZCCT0cXHg8HtAhncNhBvB911VarVPMjM53JiJleSMojLKZK8VwtTY8IDvekT4ke/UD88HfQ3PKXVcqISMrgcl8HVVtigUC8X+rb1eyI26F/g8w/jYRdOENSU1F0kp2o7JXWXoPHrZGrogqf1FDytp2Jm9OgJ+VFxr+Rrkiu34mbRh37u+qBFEDRsTp2CXF3KCM/V+Fr11jumQlHAHykLMcCIl0P3YNQCHOXWpfFj8utYGdnxTru/JGOXS86zOXMN7W068kKwtP/WmvRNnC26yDiPkUz3lrZKWH73C1JqsnkjdBF9naVAoKmsvbNdIN92fVYyptSoGHVuNZVKOd93W0BvZ6mOYE3yRb5POE2ojRs7+j8jWVD3Zt5n5a2DmBsac3zYM7hbSG+mB6X5TDyxDgHYNGgmfdyk7Muh9HheuHgQQ5mM/aPnEeao+7sp1GomHdhCTEkhfTx92DRqmsT7Z82923x8+TzGBgbsmDSDLm46AXxzvU93T0+2TJ0qATc5FZWMXbeZmgYFL/XrzfN9pOXBm2/c46Pj57C3MOfk8wuwMdMt0q/tPMqRB4mEB3izduFkSYXF3J93cC8zn2m9OvLeZF1qQalWM/6T9eSWVrF8XD8WDJZWYCmUKqZ9vImsogpmDerCq1MjaRnrDl/nl71XcLCxYOfH87G1ku6g03NLmff2ZpQqNaueHcWwiFC9czRFYUkVb35xgMS0QgwNDXh54UAmDu/8WCYlI6uEtz/bT3ZuOSbGhqx4dhgjB3d45HMEQeDW7QzWrL9IYlIBAFZWpkyfGs7kCd0kTMbDoqamnj07r7N7xw2tiNrCwoRBQ9ozemwXgp+wkqxlPCoVZmVtTn5jus3B0YpZi/oxYvzf0xsBlJXWsH1LFIcO3tFWfXXp5sfCxQNadbDOyCxh2XMbUChUPLtsEFMnS6uk8gsrWfDiOurqlDy/eCDTxku/S/UNSuat2EBuQQXjhnTkjaelqfa3fjjE2RvJDIsIZdWzOob3xW/2cjUmgwn9w3h7gcgCCYLA4q93ci81T/K91GgEpn+5maS8Ep4aHs5zo3Sbns8OnGPLZbGB59plU+jsJwV1CpWa5dsPcy4hDTNjI/6YN5Hu/rrrcCYxlZd2HUap0TC8bRBfTxql9ebKLK9g7rbd5FdV4+9gz/L+EZgbG0tBTBNwMTRqBmwM/2NDvgaVivt5BdzIzuFGVg53c/OpV0lTW/bm5hIg1MbZSTtnVdbVczMzp1EjlEVKsVRrY2RgQFdvD4aEBjIkJAhPOxsEQSCpsIQzcamciU8lPl8KZtq4OjG4bSCD2wXS1t1Fcv+W1si5miSKpK8kZVLWQpgd6uHM4A5BDO4QRLCbo96935wNuhyXTly29LWtzU3pHeqrBUIt2aD/KfDJzc3ljTfe4NixY8jlcoKCgli3bh3du3dv9fjz588zcKC+QV9+fj5ubrpF5+eff+bLL7+koKCATp068eOPP9Kzp45hiIyM5MKFC5JzLFu2jN9+03ngZGVl8cwzz3Du3DmsrKyYP38+n332GUZPmKN9kgtXp8whp3oXedV7UGiaupob4GwxEC/rGTiaR7SarnpU1CizOZY1AZAx0mcfVsb6u+HLhd8RW7GPEJuRRLqv1BsXBIGfkmZQp65irv93uJtLRdm1qmo+ihMrsz7qsBXjZsAouTqBr5M+wcnEhY/DvpY871ThOdZnbKWzXRivhbwoGfslZQfH8i8z0XMwiwImSMZy5SXMufYZhjIDDvT7CEsj6W77i7gD7M66zgj3zqzqNE0yVqmQM/TU19RrlKzpvZAeTjrwIggCsy9u5FZJFsM8Qvmp91S9a/HBrRNsTLqNn7UDx0YtkXjwADx34QBHMhIItnXk0NgFmDUbT60oY8zejdSplLzRsz/PdJYKoZ89fojjqcl4WFlzeLq0UiujvJzxW7ZQo1DwTM+evNpXyigdiInn1cPHMZTJ2DF3Bp08dN9/pVrNuN83k1ZSxuLe3Xh9qK7iKre8ktHfb0ChUvPLnPFEhupKj2+n5TD/110YGsg4+Op8fJ11mo0D12N5b+tJ7CzNOPreYr3y9ai4DJ7/cR+GBjK2vDmbNl7SqiilSs3sDzaTnlcqWZyax9p91/hjTxR21uZs+3y+nvFh86hvULL61xOcupwAwPihHVm+aLBEXNta1NQ28PG3R4i6IfavmjiqC88vHvjY5wmCwJWoZNasv0RGZgkA9nYWzJrZm3GjOz8RoKiskHPi2AOOHLpLbo5u4WgT4saosV0YNKS9xM3470RrqTAbW3Omz+/D2Ck9MPubTVIrK+Ts2HaVA3tv0dDIKoV19GbBkgF06tx61ZdCoeKZFzeSllZMj+7+rP5YKlbXaASWv7uDu9HZdGznyfefzNDzTvpxwzm2H7qNs4MVm79dKGlBkpFXxsw31iMIsOWzeVrjy/iMQuat2oKhgYzdny7Ey8UOgFtJ2Tz17W5MjAw59NEinO1EFvNcdCov/3UQC1Njjr+/RFseffhOPCu3HQfgm7mjGdZRuolSqtW8uuMop+JSMDUy5Je5E+gdqLNpOJ2Qwsu7j6DUaBjRLpivJo7Ugp6MsnLmbNtNYXUNAY4ObJo5GRer/00LC7VGQ351NZkVFWRXVuJqZUV3T0+sTXXXskGlIjq/kBvZOVzPyuFubp6exsfOzIwe3p70bARCoS7OWiBUVF3D9YwcrqZncS09m9xKadVXe3cXhoQEMSQ0kGBnEZjklldxLkEEQbcyciS6IDdbawa1FZmg7n6eEiNXjUYgMb9Ya6B4NyNP8lwfJzsGtw9kSFgwYd5uraZvS6tqiUrI5HJ8BlEJGXqtNdp6udC3nQiCwnzdkdfW/G+AT3l5OV26dGHgwIE888wzODs7k5ycTGBgIIGBrTeHawI+iYmJkjfj4uKCQSMi3rFjB/PmzeO3334jPDyc7777jl27dpGYmIiLi0jtR0ZG0qZNG1at0jkYW1hYaM+pVqvp3Lkzbm5ufPnll+Tn5zNv3jyWLl3Kp59++kSfrwn4VFSUYmvr8MhjNYKCotrT5FRvp7z+pvZxcyNvvKyn4WE9CRPDR5+jeVzKf5EC+RWCbWfT2ekVvfE8+T0OZb+EqYE1c4P2Y9hKm4vdWe+SVnOLIW7P0NVhnGRMEATei5mDUmjg1ZAfcTLV7VgrlRW88eAFZMj4ocsajJs1Hk2sTmZV3Bc4mjjwQ5fPJec8XXiN75O20N4miNWdpOaHAHOvfkZOXQmrwhbQz1nqoxFdkcXia79hZmjM8YFvYWEkXTw+enCIXZk3iXQN5YeeUtF3YmUhE878iVoQ+LPPTAa4SculqxT1DD38O8X1tbwc1o8Xw6SC47J6OcMOrKGkXs6y9j15s7sUmG9PeMDKiycwlMnYOmY64e46IFqtaGDcji1kVJYzwMePtWOlzUiPJCby4pEjAKybNIn+fn7aMUEQWH7wKEfik/C1t+PAwtlYNhNKX0hO56lt+zE2NOTYs/PwtrfTjn194hJrLt0iwNmBfc/PkUwyz6zZz6WEdEZ0asNXc3S9lFRqDRM/E/1OWquAAXjtj0OcuZtC50AP1qyYprcLu5uUw1OrdwLw15vT6RTsKRlXqtQsfG8LKVklDOsdwqrnpL2cWoYgCGw9cJNft1xEEKBjqCefvDoOB7tH5/I1GoGNO6+ybtsVBAHC2nqyauU4HO0fvxCp1RrOno9n/abL5OVVAODibM28OX0YPrTDEzUhFQSB+/eyOHLoLpcvJKBstOI3Mzdm0JD2jBrThZDQJxMtt/b+7t1Kp6ykhogBoVha/T0gVV1dx67t19m3+6aWnQpt58HCxQPo2v3RTVp//vUMu/fdws7WgjW/L8TBQXo99xy+w/d/nMHM1Ji138/Hy0MqdI9JyuPpt7ciCPDlW5OI6Cr1s1r1+3GOXopjQLdAPl+uSz2/9tNBzt9JYVTvtny4dKT28WXf7eZmYjZT+3fizZk6zc/Mr7YSn1PE4iE9eHGsuKFQqTWM/XI92aWVPDO0F88NkzLhKrWGlbuPczQ6EWNDQ36eM46+wX7a8RPxybyy5ygqjYbR7UP4YuIILUubVlrGvG27KaypJcjJgY0zpuD8HzQrBRGE5VZVkVlRofcvu7JST59jIJPR1tmZcC8venp50d3TU7LRUqjVxDQDQndy8pArpe7StmamdPfyJNzHm54+noS6OGuZqKyyCs4mpXEqIYXbWbmStJivgx1DQgIZGhpEJy93DGQyKuT1XExM40x8KpeTMySgy8bMlP4h/gxuG0jfYD+J/QZAeW0d5+PSOBOTQlRSJopmzVWdbSwZ1D6QIR2C6B7oJZnbmqKJDboUl8GVeH02yMbClK4+zvzw7LT/PvBZuXIlV65c4dKlS0/6FC3wKS8vx66FqLMpwsPD6dGjBz/99BMAGo0Gb29vXnjhBVauFNmNyMhIOnfuzHfffdfqOY4dO8aYMWPIy8vD1VXMT//222+88cYbFBcXY2LyeHq7CfhExXfDz30OjpYzMHmCFFaNIpWc6h3k1+xHpRHzwDKMcbUcjpfNdOxMuz12QsyvvcLlghcxNrBijO8xjFo0JdUIajanTqZOXc4or6/wttQ37bpctImokq20tx3MaM9X9ca/TnyJ4oZclgS8T5CVDogIgsDye09Rr6nn/XarcTfXLW5ylZylt0VQ80e377A00t38WbX5PHfnU0wNTNgR8YWk6gvgx6T97M25xGiPXrwaKmVmBEFgyqVvyJaX8kHYVEZ5SlNl6TUljD/3AzJkHBr0Ij6WUuv91Q9OsTb5Gt6W9hwZugwzQ+nu+FBGLC9FHcDEwJDjo5fiZy0Foaeykll6bi8yYPfI2XRz0VHfgiDwyrmj7EuJw9nckiOT50laWsSXFDNp91bqVSqWh0fwYg/phPvemTNsadT7HJozB7dmep/K+nrGrNlEQXUN0zt14OORQyWvu3jLXq6kZTG8bTA/TNXZDlTXNzDim3WUy+t4d+wgZobrdECJecVM+W4zggA7XppFey+dPuPIrXje2nQcGwtTjr63WM+Do6CsmkkfrqdeoWLVguGMCddvBfHR2hMcvBxLoKcjm9+fowcU4tMKWPz+NjSCwJevjKdf19Y3Qc0j6k4aH3x3mFq5Alcnaz57fQIhLdx/W4urN1P56Jsj1NQ2YGtjztypvRg/srOkI/jDQqVSc/xkNBs2X6GkSTTsYc+CeX0ZFNn2iUXDlRVyTp2I5sihu2RnlWofDwx2ZXQjC/QkeqL/NGprG9i76wa7d17XlrkHt3Fj/uL+hPcKeuycc/1GKivfEUvPP/t4Cr16Sv9uOXnlLHppA/UNSl56ajCTx0hF8g0KFYte30hGThkjBrTj3RekhQp5xZVMXbEWtUZg7YezaBcozqUpOSXMfG8jMhns+Gg+/h7ivX0vNZdFX+3EyNCAA6sW4u4gLl4XY9N44Y8DmJsYc+x9XYXXwdtxvLX9BPaW5px4a7G2EgnEhfLtvSc5eC8eI0MDfpg5VsKUHotLYsWeo6gFgTEdQvl8wnAt6EktLWPu1l0U18oJdnJk08wpOFo+nMmUXBOVipzm4Ka8nIzG33Orqh4pfjYxNMTb1hZPGxvt81tGiJMTPRuBUE9PT5wsdfOxUq0mpqBImxq7nZNLbYs2G9ampnT38qCnjyiWbufqgqGBAaW1cs4mpXE6IYUraVmSEnZnKwsGhQQyNCSIcH9vTAwNqVequJaaxZn4VM4lpFLWrL+XiZEhvQN9GNw2kMjQAL3u9vIGBZcSMjgTk8KF+HSJQNrG3JQBbQMY3CGIPiG+rfYEAx0bdCkunauJmVTJG1A31BP7+/+gnL1du3YMHz6cnJwcLly4gKenJ88++yxLl+q3SWiKJuDj6+tLQ0MDHTp04IMPPqBPH9GXQaFQYGFhwe7du5kwYYL2efPnz6eiooIDB0T328jISGJjYxEEATc3N8aOHcu7776LhYX4hXzvvfc4ePAg9+7d054jPT2dgIAA7ty5Q5cu0oUVoKGhgYZm9uJVVVV4e3tzIcYTK2sDwBA782E4Wc/B2rTPY1NYak0dBbVHyanaQZUiWvu4pXEQXjYzcLcah7FB69UvgqDhePYkapTZdHV6i0DbyXrHXCz4mvjKg4TajmGA22t64ynV19mb/QGOJt4sDvpDb3xN2kck19xnitdzdHeQshyfxr9HljydpwNfprOdtBT8pbsrKVGU8k7bV2lro0uhaQQNM66+QZ26nh+7vomfpTS33lTW7mxqy44WZe0Af6ac4c+UM4Q7BvFjj0V67/e565u4VJTMLP9wVnaQMgk1ygZGnvqVwrpqnm/bnxfb6beFmH9uO5cL0unn5s/6gTP0Xn/F5SPsSY3Bz9qeo2MXYGGsA8dypYIJ+7eQVF5CL3dvNo+WCpL3xMfy6pnjyICN46fQ11uXSmhQqZiybRtxxcX09PRkUwu9z7XMbOZt240A/DJpLEPb6BirpKISxv++GY0gsGX+VLr76gDZ1mv3+PiwqAM6/spCrJuV8q7cdozDdxLoHezDn0/pvjvNfU+eHtGLZ0bq68PWn7jJD/sv42Btwb4P5muN4pqioqaOqW+tp6Kmjuen9GX+KH3m6KftF9l8+BbO9pZs+3wBVk+Q/snMLeONz/eRnVeOiYkRbz07nKF9W/ftaR7ZeeW889l+0hvTV85O1iyY3puRg5+MvVEoVBw8fJct265RUSnqEAL8nVk4vx99ej8eMDSFIAhE38/myKG7XLwQr9XTmJkZEzmoHaPHdSH0f+DiXFenYP+eW+zcfk0rwPbzd2bB4v706fdkFWhl5bUsWbaW8go5E8d348XnpM7karWGF9/aTnR8Ll3CfPj2o2l6wPC3LZfYtO86jnaWbP52gZ7b9pfrz7Dn9H16dvDlh5W67+Q7vx/hxPVEhnRvw2fP6sD9cz/u5WpcJhP7dODdOTrNz5xvtxOTWcCCQd1YPl5MAas1GsZ/tZGM4nKWj+rL4oG6jaBGI/De/lPsvROLoYGMb2eMYUg73T12JCaR1/YdQy0IjO/Yls/GDdOyIMklpczbtpuSWjkhzk5smDkZRwsp6KlXKsmsrGyVucmrquJRC6qZkRE+trb42tmJ/+zt8bWzw8/ODjcrK4kuqKC6mhu5udzMyeFGTg4pZWV65wt0cNCCoJ5eXpJNlkqjIbYRCF1vBEI1Laqw7M3NGBQUyNA2gfTx88XM2IiaBgUXU9I5k5jK+eR0yXOsTU0ZEOzPkNBA+gf5YWliglqj4V5WPmfiUzkTn0J2WaX2eJkMOnu7M6htEEPbBUnagYAoOr+eks2ZmBTOxkgBlJmxEX1C/BjcIZABbQOwfUgbDJVaQ0xWAddjk3l6bOR/H/iYNQouX3nlFaZOncrNmzd56aWX+O2335g/f36rz0lMTOT8+fN0796dhoYG/vrrLzZt2sT169fp2rUreXl5eHp6EhUVRe/eukn59ddf58KFC1y/fh2AP/74A19fXzw8PHjw4AFvvPEGPXv2ZO/evQA89dRTZGZmcuLECe055HI5lpaWHD16lJEjR9IyPvjgAz788EO9x9PzNtNgsIfahlvax6zN+hHkvAFZKymm1qKqIZbsqm0U1B5BI4hKdWMDW3q4b8XSJKDV5yRVbOV+6dfYmgQxzHuH3nhO7S2O5KzAzNCWuYF79bq616rK+TlpFiDjpZBdmBpKkfaenF+5WXaGwS5TGeomNRZck/YLN8uvMs5jCqPcpdVQXyf+xJ2K+8zymcJo9+GSsbcf/MiDyiSeDpzKaA+pE3CDWsm4S++g0Kj4svNTdHeQ6o5y5KVMuvg1BshY1/tZ2tpK0yjXilN56toGzA1N2N5vGf7WUg3KsZw4Xrq+BxMDQ/7qM4teLn6S8fSqMkYe/ROFRs1bXQazpK3Ud6RSUc+IA2vJl1cz2i+Ub/uO0VZygKj3GbdvI7X/H3t/GR5F9n1/oJ/ujrsLIYYGggZIILi7BNdBZxhkkHHGXRiBwWFgBvcQ3B3iECCEEIW4u7fWfVGhm54OI797/2/u893PwxvO6aruStWpddZee22lkmltO/Jt32F6AObD65c5kvgYezMzdo+dRCdXHTv4vLycCY16n6kdOvD1kCF6n/3h+m12xdzHzsyMP6dPpIObju347NxVjtx/TAsnB3bNCqGZrfgQK9VqJmzcx/OSckZ2bMN3E4drfUpyyioZs3Y3KrWGjycMZEbvLtrjvfA+MZJJWTm2D9P7dtbzJlGq1Ez7dj8ZBWUEtPbgvSkDaOup75p8NvwJX+66hKmxjMUTgpkyuAtmL+3GGhRK5ny0j+yCClp6OhEyqBODAtvg8Dcl6CC2N/hi/TmiHog9uLq2b87g3n4M7NUGu7/RC6lUai5ef8LuwxEUlYgsq5uLDSGjuzJmaCes/wXjUl+vIDTsHoePxVBbK26AWrZwYeKEbgwe2E7bTfzfRFVVPVcvPebs6QdkNQIyEFmgiZN7MHCQPyam/9+Z4FVX13PqxH3CjsdS2QjYvLwcmTO/H/0H/nvGqr5ewZpPj/MoPhtfHye2bZqrp3cSBIEde+9wIDQac3Njdm+Yj7urfhFB1IPnvP/9CdQage/fH0+/QH1frfTsEuZ/dgCFUs2Wj6cQ0E5MFyek57Pwu8NoBIH9X8ymrZd4n72o5JJJJYR9MY/mznYAXIhL5sM958XKxc8W4NgoaD0S+YivT1zH1sKMy2t0+jVBEPjqzHWOxMQjlUj4aepIRnbUrTvnEpJ5N+wCGkFgYuf2fDN2qB7omXPwOKV1dfi5OLNn+iQcLEQwV6dU8ntsLDefPyehqEivxcNfw9LYWAds/vLPxcpKLzXeVFTJGzAzMtZbiwBK6uq0ICgmJ4fkkhIDkNXC3p4+3t709fEhqHlzvVS6SqPhaWERMVm5RGdlcy8nT6+vmLWpKYuCujG3e1ft5xQqFVEZOVxNSuNacjoltTrBsrmxEXMCu7IouDu2jWXyL/qJXXuazvWn6STk6per92ntzbvD+9HGzbCVjVqj4WFGHtcS0rmWkEZuuU6DZCyTMT24E28O6flKAPT/TNxsYmJC9+7diYiI0P7fihUriI2NJTIy8t8ehv79++Pl5cW+ffv+NfD5a1y/fp3BgweTlpZGy5Yt/0/A51WMz4sLV69IorhmP6W1RxGEBtxsVtHMzlB/83ehVFeRX3OarKp91KuycLEYQmfXjU3OVairOZ0xGAE1I71OGoicNYKKvWkTkGuqGee5AXeLzgbH+D1tEeWKXMZ5rMHPVh+IRJVe4mTu7zibevB2m/V6O8ObRVc5nL0HO2N7vurwMyYviZ8vFlxjX+Zh7Ixt+anT11i81H/rRM41/nx+EicTO7Z2/wQzmf5O/4fEQ1wquIe5zJS1XV6ng61+ldXq+3sIL07GxticLT0W0cZGpz0SBIHXwnfyqDwbZ1Nr/ghegLeVo974ksgjXM9PxVgq46ce4xnVXN8gcFtiJGsf3gDgjXY9eb/LQL2F525eBnOvHkUtCPRt5sPWAROweqnR6blnySy/ehoBGODpy6bB47QGhg0qJdNOHCG+qBBzIyM2DB/DEF9duuB8Sgorzp4VP+vry4bRo7ULilylYuaBo8TnF2JqJOP7UcMY216siiqtrWPctn2U1NZhb2HOb5NHE+Qj3gt3UzN4c+9JNIJARw9Xfps5VmtsuO78XXbdEPVmk4M68NGEgZgYGaHRCCzdHkZkUiYAzRxsWDYqmFHd/LQvy/upOSzdcAKlSo1EAiN7+LF0XDDNHG211/rt305yN14EKK4O1iyeEMyo4HbaF8ejlFxWfH8ceaP+RSaV0N3fi6E929K/eyttQ8q/hlqtYcehuxw4FaPtNSSTSujRyZshfdrRL7AVlq9gkOQKFacvPmL/sSjKG8GAmakxwwa2Z9KYAANn4aaiurqBw8eiORF2nwa5mBqwsTFnzKjOjB/T9V8ZIb4IQRB4kpDDudMPuHXjKQqFqIOws7NgzPgAxo4P+M9tLIqLqgg9GsO5Mw+0Gp5mHvbMmdeXQUP8/1Wj1hdRU9PAR5+F8jghBzMzY7b8Nkev1YcgCGz+4yZHT4mbvg/eGsHoofr6vFvRqXy27gwqlYZhfdvx+Up9NjYhLZ+3fw6jqqaB7v5ebPxQrETMKixn4beHqaip12N7krOLWPTrMWobFEzq25GPZ4rsU1x6Lou3hKJQqfW0PVGpWby5U2xJ8e6Yfszr30373b8/f5P9kQ+RSOD7SSMY10XHIF56msrq4+dQCwKTuvjzzdih2rXgeVk5sw4cpbi2jnYuzuyZMUmrp2lQKll08iSR2dnaY1mbmuLTBLDxsbPD0cLiP7F8crWK2LxcbmdlcDsrg+TSEiyMjQlq1pw+nt708fSmtYNhFVRFfT338vKIyckhOieHxL8AMmOplIBmzejj7U0fb2/8XVz0GCWVRsO97Fwup6RxNTWd/MZyfUcLC5YGBzKtS0c9x2qNIPAwJ58rSWlcTUojq1xkdmzMTFkU3J05gV310o0ABZXV2jL52EZxtFQiYWKAP28N6YWzddMaPUEQSMor5lpCGlcfp5FWKKaUbcxNWTw4iBm9OxsYS/4/Az7e3t4MHTqUnTt15dBbt27lm2++ITc3998ehvfee4+7d+8SGRn5r1Ndf43a2lqsrKy4ePEiw4cP/z+luv4ar7pwZbUnyShdAUhp43IUKzNDqv+fokaRRmTueEBDYLOj2JoaNs0DuJH7OiUNcXR1+oBWtlMNxq/nf0Nq1RU62U+nl8sSg/FbhX8QXXoMP5t+jGuu3/+rQV3Hd0/fQKFpYKHvZ7S21jnuKjUKPkt4n3JlKRM9pjPMbfRLY0o+iP+CQnkRo92HM9NrsnZMrlaw9P63FMnLGODcnbfbvqb3gMrVStbE7+RBeRoWMlN+6rKY9ra6tFCNqoEVsX+SUJmNrbEFWwMX0cpax5yUy2tZFLmb1OpCXMxs+DN4AZ6WDi8dX8W7sWFcyk1CAnzUaRhzW+tXYm1LjOSnRzcBGO/jz49B+szOzdxnLL15kjqVkg4Orvw5ZArO5jq27OLzFFZdP0eDWoW/owt/jJik9fipVshZfvEst7MykEokfNpnAPM667QQl1JTefvCBRpUKto7O/P7hAlaOrpaLmf1qfPcepYBwOKePVjdLxiZVEpuRRXLj54hsaAImUTCh8P6MydQLP+OSMvknSPnqaxvwNHSgnUzRtPdpzmCILDrRiy/XRQFwJ293Vk3Zwwutlao1BpOxySy5UKEtt9NWw9nVo7tQ7CfNxKJhOziCraejuDiPdEF2dhIxtT+nVkwIhB7K3PUGg0XIp+yLSyCwjJxkWzp4cjyyX3p3UkU0RaX13AlMpmrUUkkPtPt9oyNZAR39mFILz/6dm2h7d/0chQUV3EtIolr4ckkv/RZE2MZPbu2YGgfP4K7Nf1ZuVzJ1dtJhJ69T9rzYu3/d+vsxaQx3ejVvcU/AoSqqnrOX4zn5Ok4ChurrKRSCX37tGHa5EDa/cX75p+isrKOC2cfcurEPYqLxetlZCSl/8D2hEzugV+7vz9eVmYJRw5Fcu1ygtaHp0VLF6bPCqb/gHb/ydenqqqesNNxnAi7R1V1A5aWpvz47RT82+tYVo1G4NdtVzh98REAK14fxOSx+mnvy3ee8s3G86g1AgN7tuHzlaP1quuiH2fy4frT1MuV+Ld049f3QrC1Mqe0spYF3x4mr6SSdt6ubPtgChZmJuSVVjJv7WFKquro3qY5m5aHYGJsxLOCUub+doSqOjkDOrTglwVjMZJJSS0oYc7mI9Q0KBjd1Y8fZozQtmj46eIddoffB+CbkGFM7KbbBF1tLFlXaTSEdG7Pd+OGaUFPZnkFsw4eo7C6hrbOTuybOVkLeuQqFW+ePs3tjAwsjY35eMAA+vr44G5l9X9OYQqCwLOKcm5nZXAnK4PI3GyDMvW/hqulFb2be9HHy5s+zb1xtjQUWlfL5URmZ3M3M5M7GRlkVVbqjdubmRHs7U1fb296e3vT7KW0mEYQOPc0mfW3I8iqED/nYWPDW316MqFDO4PSfEEQuJ7yjPU3wkkpEkGJk6UFS/oGMbVbRwO2CiCrtIJfL9/l8pNUAMxNjFnYpzvz+nQzAEx/jfDkTH4+e5vUApFNbe5gy+pRfRjWqbX27/D/DPjMnDmT7OxsPXHz6tWriY6O1mOB/imGDh2KtbW1Nk0VFBREYGAgGzeKTIhGo8HLy4vly5drxc1/jfDwcPr06cOjR4/o1KmTVtycn5+vrQTbsWMH7733HkVFRZia/rPm4O8uXEbJKsrqTmAia46f+wWMpH/vPttUJBSvIb/mJI7mvQlw29nknKflf5BQtplmFv3p7f6rwXh69Q2u5n2BrbEn01vsNxjPr09m3/NVGEvNeavNYQM/n1O5u4gsvUA7m+7M9dG/thElt9mb+TsWMku+6fALFi8JmR+Ux/NzykZkEhk/dPyCZuY6cPKoPJnPEragQcNUz+HM8Rmjd9wGtYI1j3bysCIdS5kZP3ddjJ+NrqS0RtnA8nt/kFiZg72JJVt6LKKltS71UyqvYVHEn6TXFONmZssfwfNp/hL4UQsavn10mf3pItuxsHUv3us4WI/ZOfHsMR9Gn0MlaOjj5suWvhP1mJ1HJfksuHac0oY6vKzs2DN0Cr42unM8KMpj0cUwShvqcLe05s+Rk/BzEHfKSrWaz25d43CiqOta0DmAj3r31zEh+fm8fuoUpXV1uFlZsSskBD9n8bNqjYZfb4ezI0rcYfdv6cu6sSOxNjOlQani07NXOP1YLP+e0KkdX44egpmxETlllbx18DTJBSUYSaWsGT2A6YGdkEgk3E3K4P2D56mql+NsY8m6OWO03ib1CiUHbz3gz2v3tN2PA1t7smpcH/y9xL9pYmYhG8LuEJMs7nCtzEyYN7wHMwZ1xdzEGLlSxdFrD9l9LpqqxhRR1zYerJjSjw4tdYxddkE5V6KSuRKZzPNcnQjY3NSYvt1aMrRnW3p28jFwdwVR/3MtIomrd5PIzNVpG8zNjOnboxVDevsR2NnHoKRdEAQePckh9Gwcd6JS0TSW0Lq72jJxdFdGDen4j2kwtVpDRGQaJ07d5+GjLO3/d+royfSpQQT1aPGf3JPVKg137yRz4ngMTx7rvHva+3sQMrkHffv76WmTnibmcuRAJOF3k7UMWKcuXkyfFUyPwP/Wm6usvJZjobGceoktau5hz2cfj9czKVSpNfy44QKXbiQikcB7y4YzZph+K5LTV+NZu/0yggAj+rdnzdIReoZy16JT+HzLeVRqDYEdvPlh1VgszEyorVfw5tqjJGUW0dzFlp1rpuNoa0lFTT0Lfj5CRmE5rTyc2PXOVKzNTSmqrOG1dYfJL6+mk487O5ZNwtzEmOKqGmZuPEx+RTXdfD34/Y2JmBgZIQgC666Es/O2+Px/MX4wU3vovvut1OcsO3IapUbDmA5+rJ0wXPts5lRUMuvgMfKqqmnl5MD+GVO0QmalWs3ys2e5mp6OuZERf06cSI/mhj5I/yaq5HIicrK0rE5utX4pubOFJf28fOjn5U1wc2+K6mq4m5XJ3exMYvJykav1gVFbRyf6eHrT19ObwGbNMTc2BA6ZFRVaEBSZnU2NQl/f09LBgbF+fizs1g2Lxs8r1WqOxz9hc3gUhTXiBqmlowOr+gYzvK2h/k2t0XA2IZkNNyPIaTQ+9LCzYUX/Xozt6Nekl9GDrDzWXrjNo2zRFNjF2pKVQ3szroshwPrruU7eS2TjxXBKqkV2t7O3O++N6UcXn2b/74BPbGwswcHBfPnll0ydOpWYmBhef/11duzYwaxZswBYs2YNubm57N27F4D169fj6+uLv78/DQ0N7Ny5k40bN3L58mUGDxYN144cOcLcuXPZvn07gYGBrF+/nqNHj5KUlISrqyvp6ekcPHiQUaNG4ejoSHx8PKtXr6Z58+Zab58X5ezNmjVj7dq1FBQUMGfOHBYtWvSfy9mbunBqTTVPC0aiUGVhbzEOH8eN/xnx1ytzCM8ZhYCSbm57cDA3ZI7K5U+5mjMbI4kF432vGzhDK9S17EkbhwYV03z3YWfipTcuCBq2pc6lWlXCRM8vaGWtr2spasjl15SVSJDwnt8mHEx0i59G0PB14kfkN+Qywm0cEzz0K7F+St7Aw4rHdLLtwPtt9RuMXi6IZGPqQQCWt57BcDd9V+V6lZwPH+0kvvIZVkbm/NL1TdpY6xaRKmU9y2N3kVSVh4OJJVsDX8fXSqczKZXXsCDiD57XlOBkasXWoNdoa6sDX4IgsCMlgl8SrgMwzrMD33Ufp9fW4lZeOsvunhCZHXs3dg2YqtfWIqOqnNeuHCWrpgIHU3P+GDyZLs66XXlWVQXzLoTyrLIMK2MTtg4dT9/mPtrzb4+L5cdIcVMwrEUr1g8dpV2QsisrWRgWRnpZGVYmJmwaM4a+L5W6n0lMYs35y8hValo42LN10jhaODogCAJ7oh+w9spt1IKAv7sLm6eOw93WmjqFkk/DLnPhcQoAk7p14NOxYnorq6SCFbtPk1ZYipFMyichg5gcpGMZK2rr2Xk5hsN3HmkrOIZ3bcNbY3rj2eh6G5mYyYawOyTniAyKs60li8f0Ylwvf4xkUqpqG9hzPobDVx5oy1MHdWvNGxN60dJDl2ISBIH0nBKuRCRzJSqZvGLdTtTG0pQBPVoztKcfAe2bN7mzTMss5mp4EtfCk8h/qfWDg50FM8b2IGR45yZ7gBUWVxF2/gFnL8dTVS3q7MxMjRkxyJ+Jo7vi8y/SYOnPijh6PJZrNxJRq0XWxdvbkWmTAxk8sP1/NhdMSc7nxPFYbl57omVxnJytGTehGz6+zoQei+HRg0zt/N592zBtZjDt/T1edcgmo7CoisNHozl/MV6bbmvh68ys6T3p389Pj/1SKtV89ctZbkWkIJNK+Hj1aIPmsEfP3ee3P8WU8YRhnXln0RA98Bd2LZ61u68iCDA4qA2fvzkCE2MjVCo1qzecJCohE3trc3Z9NB1PV3vqFUqW/BZK/LN83Bys2f3edFzsrKiul7Ngw1FS8krwdrFnz8pp2FuZUydXMG/rMRJzi/B1tmf/8ularcema5FsuSG2N/l4zEBm9eyi/V530zNZcvgUCrWaEe1b88vEUVqtXX5VNTMPHCWnsgpfB3sOzJyiLVlXaTSsPn+e8ykpmMhk7AwJobeX/lr7d6HWaEgoLuJW1nPuZGXwoCBfr6LLRCqjRzMP+nr50M/LBz9Hp1e+T+QqFffyc7mbLQKhJ8VFetoeE6mMbu7NtGkxf2cXg+dIqVbzqKCAu5mZ3M3M5FFBgTYt5mZlxQd9+zLWz0/7HRqUKvbHPWR7ZCwVDeKz09HNlbf796a3j5fBd1Wo1Rx/kMCW29EUNwKmVs4OrBrYmyFtWxrMFwSBiwkp/HrprtYpuq2bM++P7Kfns9RU1MkV/HnrPrtv3tOW1A/v3IaFfTri7+v9/8bA8OzZs6xZs4bU1FR8fX15++239aq65s2bR0ZGBjdv3gRg7dq17Nixg9zcXCwsLOjUqROfffaZganhpk2btAaGXbp0YcOGDQQFiS/t7OxsZs+eTUJCArW1tXh6ehISEsInn3yi9wMzMzNZsmQJN2/exNLSkrlz5/LDDz/8/8zAsFYeR3LhJECNt8OvOFpNNjzIP8TTkq/IqT6ErWlXergfaOKG0HAmYxhyTTn9m23HxdzQGPJc9jvk1N2jp/MSOjtMNxi/WrCVuLLTdLQbxshmqw3Gdz37itSaePo5j2eUu36LiocV99iW/hsmUhO+7vALtsZ22rGChkLej/8ctaDmnTbLCbDX1xjtzzjHkeyLSJHymf9iujnol0bXqRp4/9HvPKnMwMbIgl+6LqGVtQ5YVCrqWBa7i5TqfBxNrdnWYxHeVjr9QUlDNW9G7yWlqhArI1M29JhJ95fMDQHCMh/x8f2zqAQNwS6+bOo5RY/ZiS/NZ+HNI5TK6/C0tGP3wOl6zE5xfS0Lrx0nvrQAM5kRm/qPZ4inriKkoqGeN66cJCY/ByOJlO/6DmOqnw5QnE1N4p2rF1Go1XRycWPnmAk4W4iLaWVDA0tOnyY6JweZRMJXgwczvZNuZ5pQUMiS0NMUVNdgZWrCunGjGNBS/H2Rz7NYdfwcFfUNOFiYs2HKGHp4i+mtP+7eY93lcDSCQKfmbvw2cyyuNlbUNij45OglrjxOA2B0Vz/eGhFM85es4/PKqth8PoJz954iCKKb6+TenXhjeBCO1hZoNAIX7yWx5XQEeaXiAuXj5sBb43szoLO4oBWUVbPjZATnwhO1i6m/rxujgtszLKgtdi85PguCwJP0Aq5GJXM1KpmSilrtmIOtBYOD2jCslx8dWhl64giCwJPUfK7eTeJ6RDKljZ+1szFn2pjuTBrRpUktUINcydVbTzl+5j7PXhIed+/szaSxAfTs9s9psKKiKkJP3uPs+UfU1Yk7ZydHKyaGdGfs6C56pn3/JspKazhzKo4zp+KoKK/VG5PJpAwZ1oGpM3rh7fPP4OzlyM4p4+CRKK5cfaIFau383Jk9I5hePQ1fQHK5kk9/PE3UvWcYG8n44v2x9O2pL1TeeyKa7QdFQD9jbHeWvdZfzz18z+kYth0LByBkcCfenTsImVTs9P3lrkuci0jEzMSIbR9Mxd/XDZVaw3s7znAr/hk2Fqb88e40Wrg7olCpWLrtJLGp2ThaW7B39XSaO9qiUmtYsec0t58+x8HSnANvTcezsTpoT3gcP14QN78fjOzP3N66NHPk8ywWHzqJXKVmSNuWrJ88WusRU1hdw6yDx8gsr8DLzpYDs6bi1qg3UWs0vHfxIqeSkjCRydg6bhwD/tJ/r6korKnhTrbI6NzNzqS8Qb/9gq+dfSOr40NPD08ty/Jfo6y+joicLO40AqG8av1WGnamZvRq7iUyQl7eeNoYZicqGxq49uwZ6yMiyK0Sn+uu7u58NnAgnV4yFq5ukLMr5j5/xsZpPYJ6ennydv/edPUwdC+vVyrZH/OQ38NjqWzsJN+pmRvvDO5DT19DY16FSsX+qIdsvxlDdeP8/m19eWd4X1q5OBrMfzkKK2vYdCmCk/eeIAggVSl5vP6D/7Ws+K/xb6iy/MoN5Ff+jFRiSTu3C5j+x4alDaoiwnOGoRHk9HA/iJ2ZofYouvATsmou4Gc3j46ObxmMJ5SfILzoN9zMOzHey1AonVn7iCOZH2Ius2FZm4NI/+Kvk1h1j70ZP2Aus2JNu+2YvNR1XhAE1iZ/xfPaNPo7D2aG1zy9zx7OCuVM/kVcTZ35odOXmLxkdigIAutS9nGjKBZzmSnfd1pJSyv9m71W1cB7D7fztCoLG2ML1nVdSgsr3QNUoahjaexO0qoLcDa1YWvgIrwsdYt/lbKelTEHuV+WiYnUiB8CJjPEXR9g3S5IY0XUcerUStrbufF77xk4m73E7FSXMf/GETJrynEwNWdX/2l0dtIBsFqlgqW3TnIr9zlSiYSvg4Yxq20X7bhcreL9Wxc5lfYUgLe69uLt7r21L4N7+bm8ce4k5Q0NNLe24Y+xE2ntID7ECrWaNZcvc/Kp+NklgYG83bu3Ni1XUlvL8rCz3M/JQwK8O6APrwd1RyKRkFNRyfKjZ3haUCymt4b1Z1aPzkgkEsJTM3nn6Dmq6uU4WVmwfsYYArw9EASB36/HsvFSuBbYhPTw540hQbjb6XL8ybnF/HbmLuFPMwCxz87cQd15bWAAFqYmKJQqjt+JZ+f5aCpqxQW9cwt3Vk7sS5eWIhuRllPC9pMR3HmYrnVpNZJJ6dO5BWN6tye4o69eWkut0fAwKYcrkclcj02lqkb3onBzsmFoz7YM6+VHKy/D3bBKpebS7UT2nIgmt6ACAGsrM6aODmDKqIAmhdSCIPAwIZvjZ+IIj0nTpsGaudkycXQAIwd3+Mc0WE2tnDPnHhJ64h6lZaIXkIWFCWNHdWFSSDecnf+9EBrE0vpbN54SFhpLYX4lQ4Z3YNKUIFxc/9tx0tKLOHA4klu3k7Tpsa5dvJk1oycBXbybZBPq6hV89G0YcfFZmJgY8d1HEwgM0HdJ33HoLntPiAUmC6b0YsHUYO2xNBqBDQdvcfhiHADzxwfxxmTd+Kbjd9hzPhaZVMIvKybQu5MvgiDw7cFrnLj7GFNjGVtXTqJLSw80GoGP9l3gQlwyFqbG/PHWFNp5uorzw25wOPIRpkYy/nhzCp29xfXiamIaKw+dQRBg5ZDeLB6gY9DvZeaw6GAY9UoVA1r7snHqWK3upKS2llkHjvGsrJzmtjYcmDlFWzmpEQQ+unyZY0+eYCSVsmnMGIa20jdIfRFylYrYfH1R8sthbWJCcHMvLdhp3gQAeTmeVZQRmvKESxmpWJuYEOjuSU93T7q7eWBt0jSwFgSB5xXlWjYoKjeb6r+ktLxt7bRsUHBzT2xMdfd4g1LJrrg4tsXEaIHNxPbtea9PHz2X6tLaOrZGxnDwQbyWIR7cqgVv9+9NG2dDcF7V0MCuiPvsiY7TsjIj2rdmzbD+uNkYivvLa+vZejOKw9HxqDQaZFIJk7t3ZNmgngY+QH+NpLxifj57m7jkdB78+j/g85/j3wAfQVCTWjSNGnkMFiZdaet6HMl/bFQaX7SawtqLtLBbTkv7ZQbjmdXniSn6FDuTtgz1PGgwXq0s4OCzaUiQMqdlGOZGdnrjGkHN5pSZ1KurmOb9A96WnQ3Gf05+izJFERM93iTQUd/DI6X6Kb+mfIcUGV/4/4iLmS4dVq9u4N1Hn1ChrGRq8xDGe+iblik1Kr5I2Ep8ZQoOJjb81PkdgwamNap63n2wneTqbOyMrVgXsAQfy5cEzYoalsbsIr2mEBdTG7YFvU5zCx36l6uVfBh3nGsFT5Ei4eOOY5jio2/o+Lg8jzfCD1Mqr6W5hR27+szE11p3jJKGWhbePMrjsnzMZcZs7BPCIA/dAqfUqPkk6jJHUuMBWNqxJ+917ae30/31XjgbH4jVjBNatePH/iO07TGeV5Sz4MwJMiorsDYxZfuocfRq7qX97IbISDZEifT8qDZt+HH4cO0OUKFW89Xl6xx5lADAmPZt+W7kUMyNjalXKvnkzBXOJogC5Ild/Pli1CBMjYzIKq1gxcEzpBSWYCST8vHogUwLFBmlx1kFbLwUQUSKmEYxlsmY0rMjrw/qgbONboGLTsnit9N3tV2THa0teHNET0J6dcBYJqO6Xs7ey/c4cC2OhsYFbUDnliwf35sW7uL1La2s5VJ0MucinpCSpRMa21qZMTzIj9HB7Wnn46r3Mlaq1MQ8zuRKVDK376dR16AzXvNu5sCwXm0Z2ssPLzd952CVWsO18CT2hEZptUCWFiZMHhnAtDHdsP2Lt8yLyC+s5OT5B5y5HE9No07J3MyY4YP8mTg6AB/Pv99tKhQqrt1I5MjxGDIzRf2SkZGUwQPbM21yoF6l1P/LSHyay/6DkURGp2v/r1dQS2bP7EX7dq9Oj1XXNPDBV6EkJOVhbm7Mj59OoksH3SZFEAR+232DY+dEULN0dj9mTdABC5VKzXc7r3D+biIAq2YPYPoIHduy90IsG4+JLNFnC4Yzto8oNN5xLoptZyORSiSsfWMMg7qIz9yvp26z5/p9jKRSNi6eQLCfWACx59Z9fjp7G4kEfp09hqGdRDYqIbeA13Yeo0GpYlpgJz4bO0h7P8Vl57HwwAnqFEr6tPRmy7Rx2uqk0ro65hw8TmpJKe421hycOYXmdrrKxc+vX+fAo0dIJRJ+Gz2aUW10LTBeFiXfzsog6i+iZAnQ0cVNq9Xp4urepAvxy1Epb+BMehKhKQk8KMpvco5UIsHf0YUgd0+C3D0JdG+OrekrPG00Gh4V5muB0F9TbFKJhE4ublogFOAmfseC6mp+untXuyGzNDZmSVAQCwIC9Cq7ciur2BQexYnHIrsrAcb5+7Giby+8mjAoLqmpZcudaA7di0cjCFgYG7OkXxDzegY0KYDOKCnn18t3uZoostSWpiYs6tuDub0DMDN+deZGEASeZmb/v0t1/f9z/FtxlEKVy9P84aiFKtxs3qKZnaGZ4N9FTtURnpZ+gb1ZD7q77zUYb1CVcSZTNPAa630ZMyPDRfh4xkJK5WkMdFtDG9sRBuMX8tbxuOIyAfZjGeK+1GD8dvEpzufvw93MhxWtfzLYEW5M/YknVfH0sO/Fwhb6nw8viWJL+i5MpSb81OlrHE31gU2tqp4PHq0jsy4fLwt3fuy8CisjfU+WamUd7zzYRmpNLvYm1qzvugQvSx3AKpPXsCR2J89rinA1s2Vb4Ot4WOgLmr+JP0NolljFsbTtQBa3HqD3O7Jqylhw9yBZteXYm1iwo/d0OjvoXga1SgXL7p7gdv4zZBIJ3waOYmpLHUgUBIEN8RGse3gXgJAW/vwYPFLvgT2SFM9Hdy6jFgR6unuyfdgE7aJUVl/HG+dOcb8gD2OplO8HDWOSn67SJPTJEz6+cgWlRkN7Z2e2jR+PR+N9JwgCBx/E883Vm6g0GvxdXdgycSzNbMVGgn9GxfHT1TtiWXszVzZNHYubjTW1cgUfn7isrZyY0r0DH48ZqC39jHuey8ZLEcSmiyJbUyMZ04M7s2BgDxytLLTnvvwwhY1nw8kuEfU4Xs52rBjTmyGdxSqK4ooatp+L4lREgrZEdVwvf94c2wsXOx2QSs0u5nxkIhcikyit1KV0fN0dGBXcnpG92uHqoL8DbJAriXj0nMuRSUQ8fI5CqXORbevjwrBefgzp2RZXR93n1GoNN6JS2BMaxbMscedtbmbMpBFdmT62G/a2Te8a6xsUXLn5lNCzcTzP0u3Ye3T1YfKYAIK6/b2QWaMRiI59xuGj0dqO8ABBPVowfWoQnTt5/v/cwFAQBOIeZnLgYCQPGsXXEgkM6OfHzOm9aNXS5W8/X1FVx7ufHyclvRArS1N+/mIy7dvqGE+1WsNPO65w5poo1n974WAmjdQx0w0KJZ9sPMfdB8+QSSV88sZwRvZpr/1um47fYe8FUay/JKQ3C8aKkoWwu4/5+sBVANZMH8SU/uKztv9mHD+Fiemqb2YPZ2wP8VhX4lN5e/9ZBAHeG9OPuY1l67nlVczYfoiSmjr6tPZhy+zxWpF1fG4B8/eHUiNX0MvXk23TJ2hfmOX19bx28DhJxSW4WllyYNZUvBvbwgiCwLe3bvFnXBwS4OcRI5jQXsckPy4qZOXlczyvKNe7li5aUbIPvT29cDD/Z4dnlUbD7ZznhKY84UpmmrYDu0wioV9zX0Jat0epUROdn0N0fjaZVRV6n5cAfo7OBDUyQoHuzXEwa/q81Qo5UbnZWqH0s798/+bWNnzSZwDDWojC5Yf5+Xx94wYPC8Tmvp62tnzYty/DW7fWu4/TS8tYfzuCi8niOmMklTKtS0eWBgc22c/saUERX124QVx2HgC+jvZ8NnIgwS2a7iF373kOay/e1voAudlYsWpob8Z0frVf1f+6s/8f48WFKyq+i7NT77+dW157huelywAJrV2OYm0W9LfzX45aZQYROSORYMxA72hkUsNd6ZXsmVQokgl0+Qpva8P+R7Elu4gr3YuvVX+GeXxlMJ5eHUNo9udYGTmypPVeA9fpOlU13z9djFJQsLjlV/ha6qeLsuoy+O7ppwB83O4bPC10N6ggCHyZ+COpNekEOwayrJWhc3exvJx3H/5CmaKSTrat+aLDUoyl+oi9UlnLOw+2kV6Th6OJDesCluJp8ZKmR17Nkpjfyawtwd3cnm2Bi3A31+34BUFgS/J1tqeKi+Z0n0A+6DAK2Uu/tbShltcjDpFQLjI764MmMdBdp2FQatSsiT7PieeNi3ynfizz7633kB9NjWdN5EXUgkBvd2+2DgjB5iXq+XbOc5ZeOU2NUkFLOwd2j5iEp40dINLh7167yNlUkaFZ2aMXKwN76dJiubksPXOG0ro6HMzN2TRmDEGeup13dGY2b508R3l9PY4WFmwKGUN3TxG8hadn8vaJ81Q0lrVvmDKG7l5iemvn7VjWXxXTW1083Vk/YwwuLzM7aVlsvBjBw0xxl2luYszM3l2Y378bdpbi/ahUqQmNfMy2i1GU14iOqh283Vg9ri/dW4nC9OcFZWw6Fc6Nh+IOzdRYxuR+nZnYpyO+bjqgqlJriEnM5HxEIjfj0rRePxIJ9Gjnxejg9gzs1hrzv5Sq19TJuX0/ncuRScQmZOo1Ouzu78Wiib3o0la/JPt2TCq7j0eRmiH28zE1MWLCsM7MHN8Dp1f09hIEgbj4LELPimmwF6uih5sdk8YGMHZYp380NEx8mseRY9HcCU/Rfr5tGzemTQmkX5+2/8lv51XfMSIqjQOHInmaJP7dZDIpw4b4M2NaTzyb/3NvwMLiKt7/MpTnWSXY2Vrw61dTaOWrA0oqtYZvNl7gyt2nSKUSPlwynNEDO2jHa+rkvPvLSR4m52JqLOObt8ZoW5So1Bp+2HuVU3dEpnLFlL7MGSkysbcfP+OdbadRawQWjghk2Xhxfb30IJkP9pxHEGDFmN4sHCqySo8y81mw7RhylZoZwZ35aMJAJBIJ1Q1yZv9+hNTCUtq4OrH/9alYNTqYP8kvZN6+UKoa5AR6N2fHzAna4oKqhgZeOxTKk8IinC0t2D9zCi0cHbTX9ee7d9kWK1aFfT90KFM76nR7iSVFzAw7RqW8QRQle3jQz1MEO23/RpT813haWkRoyhNOpiVSUq8zAvRzcGJSmw6Mb9VOrzXOi8ivqSamIJuovGyi83N4Vmno4NzG3okg9+ZaRqip4wDkVVcRnp3F3exM7mRnaHVIvT29+KLvIFo5OKIRBE4/fcraO3corBU3K0HNm/PpwIG0c9ZnMhMKCvn1Vjh3notMspmREa9178LrQT2wM9dnpQRB4FT8U9ZevUNpoxHi8HZi+svd1jD9pdEInH+czLrLd8mvFHVM7Zu58P6IfgS2MNQL/Q/4/B/jxYV7nNwZv5aXMJL9fe+gjNJ3KKs9hrGsGe3cL2IktftX5xEEgTvZg5CrCwhw24WjebDBnMelm0iq+BMvqxEEuX5rMF7ckMSJzMUYS8yZ2+o0sr+Uras0CjalTEehqWe2z680szBsBfDCybmjbS9meb9jML7z2WbulUfhb9OJt1rrs1rPazP5NOFbBAQ+a/8+ba1bG3z+WU0OH8avp14tZ4BLD95uM8dgkahU1PD2g208q83HydSW9V2X4mGhyxkXN1TxZszvZNeV4mHuwLbARbia2+kd49DzaH5IOI+AwDB3f77rOgmTlzqu16oUrIg6zp3CdGQSCV8HjGGyTxftuCAI/PzoFlsTRUuGma268mX34XqVEbdyn7H05ilqVQr87J35c/Bk3C11D9fT0iIWXDxBfm01TuYW7Bo+kc4uohZBIwj8HHmXrXExAIS0bc8Pg4ZpmaO86mrePHWKJ0VFGEmlfDZwIDM7ddJeq5yKSpacOENSUTHGUimfDxvEtC7iwpxdXsmyo6dJLhTL2j8eMYAZ3cTP3k55zvtHL1DVIOp+fp46Sm/BEASB8ORMNl6K4EmOuLOyNDVhTt+uvNYvAJvGhau2QcHeG/fZc/0+9Y29f/q292Xl2D60bib+rR6l5/Fb2B0epudpj9+lZTNCendgSEAbPUBTUyfn2r0UzkUk8iBF5/9lbmrMoO6tGRPcnoC2ngY7u4rqeq7HpHAlMpmHyTlacNGzkw9vTumNn6/ueRUEgYj7z/jzeCRP08Tdq4mxjLFDOjF7QiAujoYL7YvIK6gg7PwDzl15rE2DOdhbMnNiIONHdP5HAJSbW87R0FguXn6srahq5m7H5Ek9GDms43/uuq5Wa7h1O4kDh6N41uhRZGJixOiRnZg2JQjXf2GwWF5Ry4HQGE5eeIhCocLJwYpfv56ql9JTKFV8vu4ct2NSkcmkfLZiFEN6+2nHSytrWfXjCVKzirE0N+GXdybQxU8EwHKlik93nOfG/TSkEgkfzxvKuL4iYHr8PJ/F647ToFQxtld7vpgzDIlEwr20HN7ccgKlWs20vp1ZM0kEN1klFczedJiy2nr6t/Plt7njMJJJUarVLNl7koj0LJytLTm8eIZWp5ZUWMzcvcepqG8gwLMZO2eFaM1Cq+Vy5h0+QXx+AQ4W5uyfOYXWTrrfvTEykvWNBrxfDhrE7C5dtGOpZaXMCDtCaX09XV3d2T1uop5G5p+ipL6WU2lPCU15QmKprrGmo5kF41q1Y1Ibf/wdXf4TK1hUV0NMIxsUnZ9DSnmJwZwWtg4EuTenZzNPAt08cbcyvN/rlEq23o9hx4NYFGo1RlIpczt2ZUVgL2xMTalTKtkeE8Pv9+4hV6uRSiRM69iR1cHBBm08orNy+OXWXR7kioC8KRfoF1HV0MCGm5EciH2ERhAwNzZiad8g5vXq1mT6q0GpYn/kA3bcitG2zxjo14J3h/fF11kH9v8HfP6P8eLCPUx0wcmxO+7OoUglr77J1ZoakgpGIVdlYGcxBl/Hzf/6Bk4o/pD8mlP42L5BawfDyqvi+vvczHsDE6kd43yuGDA2gqBhf/pk6tSljGr+E56WhqXxZ3J+5GnVTbo5jGew25sG4/n1GfyW+i5SpHzQbiu2xvoptaKGQr548gEa1Kxu8xFtrfXB067n+7hedBtvC0++6fAJ0iZ6mcWVP+XLhG1o0DDNcziz/+LxA1CuqGb1g61k1hbiYmrH+oCluJvrvktRQyVvxvxOTl0ZzS0c2Br4Oq5m+kLBS3kJrIkLRSWoCXTyZX33GVgZ6/52So2aT+LOEpYpanZWtu/PUr++en+vvcn3+PL+ZQRgWPM2rA8ej5mR7iWVUFrI/GvHKK6vxd3Cmj+HTMHPXrcDKqitZv7FUJ6WFmMmM2LD4DEM89EBwkNP4vn05lUxLebhybaR47BtbANTr1Ty0ZUrnE4SPXumd+zI54MGaReCOoWSD89f4kKSSC3PCujMx4P7YyyTUadQ8vGZy5x/Ipa1T+7agc9HiumtzNIK3jpwmrRGk7E+rb1ZNqgXnT31HbJvJj5j06VIkvPFF6uNuSlz+3djdu+u2nYApVW1bL8UTWjEY1QaDRIJjO3RnqUje+HuIKbgIp5kcOx2PHcTnmsrvKzMTBjRw48JvTvQzkt/kc8pquBC1FPORySSU6Qrc3dztGZkz3aMCm6Pj7shk5FfUsXe0zGcvpWgrV4a0KMVb0wKpkVz/VL6mEcZ/HksksfJIigzNpIxamAH5oQE4u7yasFpfYOCS9efcPBEDAWNZfQO9pbMmhTEuOH/zACVl9dy8kwcJ08/oKqxp5aNjTkh4wKYMC4AO7u/T4solWouX03g0JFocvPEFIWFhQnjx3Zl8sQeONj/c7fwiqo6DofFcuLsA60rdQe/Zny8ehQe7jr2VC5X8tFPp4h6mIGxkYxv3h1Hn+46F/K8okpW/BhKTmEFDrYWrH9/Im28Raaotl7Bu5tOce9pNsZGMr5dPIqB3cT7PrOwnPk/HaaitoHe/j78umQcxjIZqXklzN9wlOp6OYM6teLn+aORSaVU1jUwa9NhMorLae/hwu4lU7AwNUEQBL44dZVj9xIwNzZi76Kp+HuIQDe1qIQ5e49TXldPZw83/pg9EatG37YauYKFR08Ql5uPvbkZ+2ZMoa2L7v7YHhPD2rtiKvvj/v1Z0E1n2PisvIzpYUcprqulo7Mr+ydM/legR65WcT0zndCUJ9zMfo5KEO9PY6mUwV4tmdSmAwO8fDGW6r/kNYJAeH4Gp54lYm5kTICzBwHOzfCytvvb90ppfR2xBTlE5WcTnZ9NUmmxQSsLL2tbUSPUTNQJeVrr7vusygq+uXuTK89FnZijuQXv9+rD5HYdkEok5FZV8cPt25xPEdcXa1NT3urZkzlduugBFUEQuJ72jHW3I0guFsHYq1ygAZIKivnqwnXuN6a/fBzt+XTEQPq0bDr9VVZbx+brURyNjUetEZBJJUzr0Ymlg3riYGnxP+Dzf40XFy7+aWssraqxspiMs/2Gv73pauWPSC4MAVR4O/yMo5Wh23JTkVd9kicla7A17URgM8O+XBpByanng1AJdQxpvh97U0PG5nbBzzytPEN7uwn0dTUETy/SXRYyO5a22W9Q3QWwPf0zntcmMshlEsPcZhiMH8zaze3ia/hatuL9tp/pXYtqZTVvP/qEOnUd831mMcR1QJO/9Z88fgDKFNWsjttCVl0Rrmb2rO+6FDdz3QuvsL6CN2N2kltfhpuZHRu6z8PHSl/LEFWczqrYQ9SpFfjZuLO15xwcTXWUryAIrHtyg23JYuntdN8APu86Ui81diEridURp1Bo1AQ4ebCj3xS9/HlOTSXzrh4jrbIUa2MTtg+cSLD7S07UCgXLrp3mVvZzJMBnwYOY30G3mN7KzGD5xTNiWszegT/HTtSWmwqCwI579/jpzh0EoFuzZmwZO1bbgVkQBLZGxrDutshM9fD0YGPIGBwtLMT0VsQ9fr0ulrV39nBj45TGsna5grUXbnMiLkGbKurXxpflg3vSwUMnKtdoBK4mpLL5ciTphSKdbmdhxoKBPZgR3FnbKTmzqJxN58K5/FAEYSZGMmb068LCIYHYNlZTFVXUcCYykVMRCeSU6ABN2+bOTOjdgZE9/LB5qfJKEATi0/I4F5HIlZgUaup1rWQ6tHBjdG9/hvZog62Vflo4p7CCXWGRXAwXy/ElEhjWy49FE3vh6aafFo1LyObP45E8eCJqcWQyKSP7t2dOSBDNXwIBfw2lUs3F6wnsPRpFYbEIgBwdLJk9uSdjhnX6x87w9fUKLl5+zLHQWPILxGthamrEiGEdmTKpBx7N9M8tlys5dyGeI8eiKWp0fLaxNmNSSHdCxnfD2vqfX77VNQ0cOXmPY2fuUV8vAh6/1m4smtWHHl199J7j2noFH/wQxoMn2ZiZGvHDByH06KS7p9OzS1j5YyglFbW4O9uw4YNJ2mtbXlXHyvVhPM0oxMLUmF9WjKd7O1HEX1JZy7yfDpNXWkV7b1d2rJqMhZkJBeXVzFl3mKLKGrr4NmP70kmYmRihUKl4fccJ7j/Pxc3OmkNvTdcK73fduccvl+4gkcDGmeMY1E4EZRml5czafZSS2jr83V3YPWcSNo2biTqFkkXHwojNzsXG1JS9Mybj76ZbM/6Mi+ObRtuV9/r04c1A3eYxq7KCaSeOUFBbg5+jMwcnTNG6OTcVgiDwqLiA0JQEzqQnUSHXVSh2dnZjUht/xrZsh72Z4TEq5Q0cT3/MgeSHPKsyTGM5mVnQxbmZFgh1cnTTa6jc1PF0jFA2T0oNe4t5WNkQ5N6cMS39GOgpmmLeyszgqzvXtTqgTi5ufNFvEF3dxE1SbE4OX9+8yZMikbnytbfn4/79GeDrq3c/aQSBM4lJ/HYnkuxGF+jmtjZ8MmQAg1u31PsegiBw6vFTfrpyR9sHbHi7Vnw4rL+20u6vkV5Uyq+X73Ij6RkAVqYmvNE/kPH+LXFxcvwf8Pmv8QL4FBReoFaxCFDjYPsJdtaGlVcvR0HlJvIq1yKVWODndgEz43/2fKhX5XE3ezAgZYB3VJNd28Pz3yav7hYdHJbSzn6hwXhmTSQXcz/E0siZWS2OGbpqCiq2psymTl3JZK+vaWFl6AkUXxHBwaxfsTKy5UO/bRhJ9XexlcoKPk14B4VGwZstV9LFTv8YlwuusyfzEFZGlvzS+VusjJrehb7s8fN5hzcJsDcEcqXyKlbFbSanvgR3MwfWByzFxUz3Uiior+Cte3+QWVuCrbEF67vNxd9OP9ebWJHHkuh9lCtq8bRwYHvP1/RcngEOpN/jq4cXEIDB7m1YFzQRM5nud8cUZfHGreNUKRvwtXbgz4HT8LLSfY8KeT1vXD9BTFEOxlIpP/cezfgWOo2USqPh07tXOJQkskvzO3Tjk54DtKmzxJIiFp4Jo6C2BkdzC34fPUG7uADcePaM1RcuUC2X425tzbZx4+jgqkvjXEtN550zF6lVKGhmY83WSeNo7you6HfTM3k79ByVDXKcrSz4bfIYunmJGpis0gq23YzmzKOnWgA00K8Fywb1pH0z3fHVGg0XH6Ww5XIkmSUVADhaWbBoUA+m9uykbYz6OLOA9afvcC9NFEpbm5uycGgPZvTtilkjGNBoBO6lZHMyPIFrD9NQNhodmhrLGNS1NRN7dySgtYd+mxOlitsP0jkfkUhkQob2uxobyejT2ZfRwf4Ed9R3fH6eW8rvoRFcjxHBmEwqYUz/DiyY0FNPBA3wMDGH3ccjiY0XdQlSqYShfdoxd1IQ3h6vruZSKtVcuJbAvmM6AOTkYMWsyUH/CgCp1Rpu303m8NEYUlILtOfu27sN06cG4dncgVNnHnD8RCzlFeJLwMHBkmmTAxk7ugvm5q9+2b2Imlo5x07f4+ipe9Q2+g21buHCwll96NXd0PW5qqaBd78L5UlKPhbmJvz80UQ6t9MZiz5OzeOdn8OoqpXTsrkj6z+YhHOjTqqgtIrlv4SSWVCOnZU5v60Oob2vCKRrGxS8/usxkrKL8HS24893p+FgY0FVXQPzfjtKekEpvq4O7Fk5DVtLMzQagQ8PXeD8w2SszEzYt2warRsbWV5KSGH14XMArBnVnznBYvVYWV0903YdIqu8Ej9XZ/a8NlmrK2lQqnjj+EkiM7OxMjVhz/RJdHLXgfyDjx7x6bVrAKzo2ZOVwbrNWG51FdNPHCGnuopW9g4cCpmGk0XT7Fx+TTVhaYmEpiSQXqEDLa4WVoS0bs/kNh1oZd/0PZVQWsj+5DhOPkukodGZ2crYhJAW/pjIZMQV5/GktBCFRq33OZlEQjt7FwKcPejq3OwfWaEqhZz7BblaRuhxcYFepVff5j58HjyIVnaOKNRq9sQ/YENMJDVK8f6Z7OfP+8F9cbawRK3REPrkCT+Hh1NaJ96jfb29+WTAAFo56v9OpVrNsfgENodHU9RoajiwpS+fDB1gUAFW3SBnw61IDsQ8RN2Y/lrSN4j5PQMMenK9iKj0LH66eIen+SIQczEz5tanb/0P+PzXeJkqE6ShlFZ8BEhwddyNpfmwV35OLHGfSY08EguTTrRxPYFU8s+L1N3s4dSrsujiugVni4EG4+mVx4gr+QEns64M9DBscaHSyNmTNg6V0MAk799xMmtjMOeFmWE7mwGMbf6BwbhaUPFj0lKqlGVM81xBV/t+BnNO5h7jYsFp3Mya8Vn77/VSWmpBzUePvyanPpdOtv6802Y5RlLDG/WvHj8/dFpFCytD+/dieSWr4jaTV19KM3NH1gcsw9lUR8tWKGpZfX8PTypzMJMZ82OXWfRy1v/dmTWlvBm9l9y6chxNrdgaNAc/W32zrUu5T3knJkxkdhybsy14OnYmut1YamUx828cIa+uCkczC3b1n0YnR90xGtQq3rlzlnOZomj5/YD+LOkQpFfuvv1RDD/E3AZgmE8rfhs0BvPG1FlBTTULz4aRWFKMiUzG9wOHMdFPB56elZWx+NQpnpWXYyqT8cPw4Yzz0+ktUktKWRJ6mszyCsyNjfhx9HBG+onXIausgmVHz5BSVIKxVMonIwcyvZvOKDGjpJxtN6M5+yhJuxMc3K4lywb1ws9dl7pTqTWcjXvKtqtR5JSJL3pXWyteHxTIpMAOGBvJRJ3Q0wzWn75Lar5Ib9tbmjM2sD0hPf1p4aZbDCtq6rkQk0RYRAJpuTpdgqezHRN6+zOmZ3ucbfVFmWJpfBLnIhL1SuPtrMwZ3bs9c0Z0x/Gliq2k54XsOB5BxCOxmaqxkYyJgzvx2rhAvXkACSl57DkeRUScuHOUSGBQr7bMm9yTFl6vLkdXKFVcuJrA3mNRFDd2hnd2tGL2lJ6MHtoRk78pu4VGP6FHWRw5FkN07DPt/5uaGiGXiy9AN1dbZkwLYsSwjv/KHbquTkHo2TgOn4ylutEPqYW3Ewtm9qZvz9ZNvhTLK+tY/fVxUjOKsLYyY90nk2jXSnePRz56zpoNZ2iQq+jY2p1f3g3RsnTP80pZ/ksoReU1uDpYs+mdSdqUZGVtAys2n+Tx83zsrczZ/f50PJ3tkCtVLN0Wxr20HJxtLNm7ejrNHMQX1IaL4ey4FoORVMrWhRPo1UZknB5l5zNvlyhyntmzCx+PFis35SoV8/aFEpedh4edDUcXTNf6vchVKt4MPc3d55lYmhjz57SJdPXQVa0dT0jgg8uXAVjcowfv9emjvT6FNTVMDztCRmUFPrb2HJk4FRdL/XuyXqXk0vNUQlMSuJubqU0rmcmMGO7bmklt/OndzLvJ9gtytYrzGcnsTY7jQbFOD9fWzok5fgGEtPDH8iU2p0Gt4klpIQ+Kc4krziOuOJeCuhqD4/4XVqhWqeB+YS43sp5zIPEhCo0aI4mU+R0DWBEQjLWJKcW1tayNvMPxpCeA6Em0MjCY1zp2EW0t5HI2R0ezOy4OpUaDTCJhdpcurOzVS5u+155PoWBLRDR/xMSh0mgwkclY3LMHb/TsYVCinlRYzFfnX0p/OdjxyYiB9G3l0+Rv0WgEzjx6yvor4RSUlJL005r/AZ//Gi8DH2tra0oqPqS6di8SiSUeLmcxMfZ75WcVqnyeFgxDranE1WYpHnZN9xh7ORJLPie3+iheNnNp62g4v0aZw4Ws8UiQMd7nGsYyQ1boUu7HZNTcpZvjfLo7zTMYz6tLYn/GaowkpixrcxBTmeHO5XphKJcLD+Fp3oplrX8wGK9T1fJJwjvUqWt5zft1gp30wdHz2ky+TlyLXKNggHMfFvm+1uRC+288fgCKGspZFbeF/IYymps7sT5gGY6muhu5TiXnw4cHiSpJRSaR8nnHyYxo1kXvGMUN1SyN3kdyVQGWRqb81mMGgU4t9ObElmSxJOIIVcoGWlg7sqv3TDws7bTjhXXVLLx1lMTyQsxlxmzqE8LAl7x+NILAd/dusDNRrAaZ3bYrXwYO0VvwzqQn8c6N8yg0ajo7u7NzeIjWyblGoWDV5XNcyxBffou6dOOD4H5aS/1quZxV589z87n4El/cowfv9O6tPX5lQwOrTp3nbmNFxZLgQFb1DUYqkVCrUPDR6ctcTBQZkKkBHfh0xEC93dPz4jK23Ijm/GOd6d0w/1YsHdiLNm46HYRSreZk7BO2X4uhoEJ80Tezt2HxkCDGdWuHsUyGWqPh/L0kNp+PIL9c5yTbxbcZE3t1YGiXNlg0amIEQSAxs5Cw8AQuxiZR16g9kUkl9O3Yggm9OxDc3kevDxSIpfHnIhK5GKUrjTczMWLakK7MGdFdLw32KCWX7cfCiXsqslFmpkZMHdaVWaO7G6TLktIL2BMaxe2YNO3/9Q9qzbzJvWjjq59OfTkUShXnrzxm3/FoHQBysmbO5CBG/QsABPDseTFHjsVoW2J4eTowc3ovBg9sp9e/61VR36Ag7NwDDp2IpbJa1BF5ezqyYEZv+ge3eWXpb3FZDau+OkZGTin2thas/3QKrXx0YO9KZBJfbLuIWq2hZycfvl8xFvNGUfaT5wWsXHeCypoGfNwd2PjOJNwaLQmKKmpYtuEE6fml2FqasfmtibT3dkWjEfhgzzkuP0zF0tSEP1dOpa2HeL7QmAQ+P3YFgK+nDiOkh2j5kFNWyYzthymtraN/W182zhRFzhpB4N0TFzj3JBlrU1MOL5hGK2edQeiyE2e4mf4cc2Mjdk0NoYenboN1+ulT3r4gsr3zunblkwE6C4ySujqmhx0hvbwMTxtbjkycpicKvl+Qy5Hkx5x/lqxlQwAC3ZozqY0/o1q0faXRYHZNJQeTH3Ik9RFlcvHvZCSRMtK7LXP8utLDpfm/1ofm1VYRV5xLXJEIhJ6UFaLUaPTmvMwKBbiIgMjTytbgHJlV5XwdcYOrWaK+x8ncgg8C+zOpjT9SiYQHBXl8cfs68UVi8UMrewc+6zuQvl4+AGSUl/P97dtcTRc/b29mxqrgYKZ36qRdx15EemkZX125QUSGaMHwd+mv04+TWHvltjb9NcyvFWuGvzr9Va9Qcj0+kTE9uvwP+PzX+Ks4ShCU5JdMp0EegZHMCw+X88hkr6bCy+vO87zkTcQS90NYmxlqWV6OgprzPC5+BysTP3p5hDU550JWCDXKLIJdf8LDapDBeFLleW4V/IiTaVsm+ewwGBcEgd/TF1GhyGN0s3fxtxtsMKdGVcn3TxejFlQsa/U9nhaGFVqXC85xIvcw9saOfNVhLcZ/qSKLK3/ErymbERCY3Hw8IR6GImbxXHV88Gg9WX/j8QNQUF/GqgdbKGwox8vChXUBS3Ew0S1CSo2Krx6Hcilf7CS9ym8UM3366B2jWtnAytiD3CvNwFgq4/uukxnWzF9vTmpVEQvvHqKgvgoXM2t29pmBn60u7VOjlLPszgnuFDwXK8J6jGB6K3237T8S7/F17DUEYIhnKzb2G6dldgBiC3J4/VIYFfIGPK1t+XPkJFrZifeRRhBYFx3BpnuimWFfT282Dh+j3TWpNRp+DQ/Xltr29/Fh/ahRWh2DSqPh55t32RUj+hkNatWCn8eOwNrUVPzbR9zj12t3EYDWzo6sGNCLIX6t9Bq4phWVsvVGFBcTdGXYIzq0Yemgnnq28QqViuPRCfx+PYbiKhF4eDrasmRoT0Z3FRsSqtQa7j59TlhkAncSn2vTVJamJozs1paJvTrQ3lNnXljXoOBKXConwx/z6JnOwM3Z1pJxvfwZH+xPc2c7veutUmuIfJzBrjNRPHkupowszU2YNbwbM4d2w7IxJSQIArFPsth2LJzE9JfmjerOtBEB2nna65BRzJ7QSG5E6a5D7+4tmT+5px4T8tdQKFWcvRzPgePRFJeKu3EXJ2vmTOnJqCEdDRqpNhXFJdWUlFTTto37v2qAKpcrOXXxEQeOR1NeKb4cmjezZ/6MYAb18fvb0vmC4kpWfHmM3IIKnB2s+O3zqXh76DYgx6885Je91xEEGNarLZ8uHqFNK8YkZvHuxlPUy5W093Xlt1UTsWs0icwqKmfJbyfIL6vC2daSLSsm0rKZk9g5PewWB249wEgmZcviEILaijqg8ORMlv4Rhloj8OaQIJYPF9fMqvoGZu44wrPiMvzcndm3aCqWpuLfa/2NCLbeicZIKmXnzBB6tRCPpVSrWXnyHFdS0zE1krFzSgg9vXWp8AspKaw8dw61IDCzUye+GjxYex+W19cz4+RRkktLaGZlzZGJ0/Scljc/iOKnWF1zbk9rWya29mdSG3+8Gq0r/hoaQeB23nP2Jz3gWk6alhlyt7BmZpsuTGvTCRdzfTapuL6Gi9nJmBsZ09nRnRbWjn/buBNesEIFWkYoriiPwvqmWaGuL6XHOju5a9epG1nP+DryOs8qRX1PFxd3vgweTGcXdzSCwPGnCayNvENpvQjahrdoxcd9Bmj1ieGZmXx98yappWIRRRtHRz4ZMIDe3vpCZUEQuJicynfXblFQLX7HAS19+WTIAK2n0ouobpCz8VYk+xvTX2ZGYvprQa+m01//Ezf/H6OpC6dWl5FbNAqVOhMzk164Ox9G8jdprMzS9ymtPYyxzI12bpcxktm9cq5cXcLtrL4A9PeKwERmKLB8ULyWtKojtLCZRDfnjwzG61Xl7E0PAQRmtTiGlbHhDjW8+ADhxfvxsQxgqrdhaTzAkawNPKi4TVe7fkzzWmEwrtAo+CzhXSqU5UxuPpMhriMN5lwpvMHuDFHE/GaL+fR1bhr4FTWU8d6jXyhTVNHJtg1fdFhi4PEDkFdfyuq4LRTJK/C2dGVd1yXYvwR+NIKG9UkXOJwpipXn+PZjeZvh+noRtZIP40K5VpCIpNHleepfXJ4L6qpYFH6QlKpirIxM2Ro8lSBnH+24UqPmo5gLhD4TNTvL/XuzulM/vfNcyExm5e0zKDRquji5s2vwZBxfEkU/qyhj/sVQMqsqsDU1Y8ewCQS56xblc2nJvHf1IvUqFT62duwYPUHb5gLgdFISay5fpkGlooW9PdvHj6eFg+5ldTIhkY8vXEWhVtPS0YFtk8bh4yDeT7fTMnj3xHlt7xw/V2feGtCLwW30NR+phSVsvh6lNT+USGBUx7YsGdiTFi+VjTYoVRyJeMSuG7GU1YoLoa+LA0uH9mR4Jx3LUFRZw5mYRMKiErRGiABtPZwJ6dmB0d39sLHQ0eLP8ks5GZ7A2ahEbVsMgMC2noT07siALi21+iIQF9HbD5+xPSyc1BwxdWZrZcbcUYFMGdQZMxMdw3T3wTO2Hw8nLUs377WxgUwaqpv3Ip5nl7AnNJprEUnathbBAS1YMLXX3wIguUIHgEoa21m4Otswe0oQowb/OwD0T6FQqjhzKZ79x6MoLRPBZzM3W+ZOC2bogPYGLNlfIy2jmPd/OEFhSTXNXGz57fMpNHO1A8Tr9MfJKH4PFUu7Jw/tzNtzBmn/ntfvpfDJjgsoVWp6tPPip+XjtOAxKbuI5RvDKKuuw8vFji0rJtLMUXwp7rl+n19PiSnf7+eMZFR3kTlPyS9hzuYj1MoVjAnw4/vpI5BIJCjVahbvCSPqWTauNlYcfnMGro0i57BHT/jwlJim+m7cMCZ1ETcyKo2Gt0+f50JSKiYyGdsmj6evr+6ley09naVnzqDSaJjs78/3w4ZpwX+VvIGZJ4/xpLgIFwtLDk+chq+dbi3eGR/LN1E3AQhp1Z7p7TrRw6253ubh5aiQ13Ms7TH7kx+QWV2h/f/e7t7MaRvAEM9WemyIIAjcL8lhX8p9LmYn6bE3lkYmdHRwo5NjMzo3/nO3sP5bdkgQBPJqq3lQ8s+s0ECPlqzpPoCWtqK+58+E+2yIi6BWqUQCTG3bkfcC++JkbkmVvIHfYiLZE/8AtSCIKauAHiwJCMTc2BiVRsPh+HjWRURoG5sOadmSNf364WOv/26rVSjYGhHDHzH3UTamv14P6s7iXj0MOs0nF5bw1YXr3MsSrS98HOz4eMRA+v0l/fU/4PN/jFddOIUymdyiMQhCDdaWc3Cy+/GVN55aU9dY4v4MO/OR+Dpt+9ubNCJnLLXKNDq5rMfVcrjBeH7tHe4WrMLCqBmjvE43eayTmUspbHhCX9e3aW833mC8XJHH72kLkSBlSet9WBkbppey69LYnPYhMokRa9ptx8rIsMz3bslN9mfuwlJmxTcdf8VcZlihcCjrOGfzLyGTyHi/7Uo62BqKmAHSa7JZE/8b9Wo5A116sLoJjx+A3LoSVj3YQom8khaW7vza9U1sTfQrtfY+v83mlEsAjPEI4CP/EIxeKhVVCxq+jT/L8SzRTfbNNgNY0mag3vmqFA0siTxCbEkWxlIZP/UYz6jm/nrnWf/4DhsTxNLXib4d+S5wlF45572iHBZdD6VC3oCPtT27h0zBx0b3wJfW17Ho0gkeFOVjIpXx04ARjG+l0/UklhTxxrlT5FZXYWVswrphoxjiq6OBEwoLefP0afKrq7EyMWH9qFEMbKFL38XnF7A09DSFNbXYmJqyfvwo+rbwAaCyvoHdUXHsiX5AbWMvH393F97q34sBrfWrMpILitl8PUprGy+VSBjdSQRAPk6631MnV3Aw/CF/3rpPZZ240LV2c+T1wUEM6dBSuyvTaATup+dwIjKBq49StZ3cTYxkDOncmom9OtC9lY7qVyhV3Ip/Rlh4AtFJmVr2xdbSjFGB7Qjp3YFWL3V/12gErt5LYXtYBFmF4o7VydaSBWODmNCvo5at0GgErsWk8PvxCLIKGufZWTJvfBDjB3bUE0sDZOWVsfdENJdvJ2qZq97dWjB/SjDtWrnxqngBgF4GJ24uNsyZ0pMRgzr8nwCQUqnm/LXH7D2q0xW5Otswd1ovRgzy/8e0WGZuGX8ei+BquJjW9PZw4LfPpuDcKPzWaATW7b/BscsPAVgY0pNFE3VGm2G34vlh7zU0gsCgbq35+o2R2lTe/dQcVm85RU2DAj9PFzYtD8HBRgT9F+4n8eHeCwC8Pb4vcweJxRFFlTXM2HiIwsoaurdozo7XQzAxMkIQBD47eZXQ+wmYmxiz//WptHMXN3NRz7NZdOAESo2GN/sEsnqQaIKo1mh47+wlziQmYSyVsmXSOG1zX4DbGRksPiV2aB/n58fPI0ZoWZRqhZzXToXysDAfR3NzDodMo9VLG469T+L4LFwUQb/dvTcrAl7N4seX5LMv+QGnnz9F3ihWtjY2ZXKrDsxq25VWtvrZglqlgtOZT9ifcp+nFTqPn04O7pgZGfG4tIB6tZK/hrOZpRYEdXIU9Ty2Jq+uOIO/Z4WMpVIWtOvO8k6ivqeoroYfom9xIlVsR2JtYsqqbsG85t8VY6mM1LJSvrx9nfAcMWXVzMqaj/r0Z1TLNkgkEirq69kQFcX+hyJTYyyVMj8ggOU9exp4+jxrTH+Fv5T++njwAAa31t+UCYLAmQQx/VVcIzKcQ/1asWZYfzzsxHf1/4DP/zH+7sLV1l+hsHQuIOBo9z22VvNeeZw6RTzJBSEIKPFy+BEnK8My8ReRVPot2VX7aW49nXZOnxuMqzT1nHo+EA1KRniGYm3iYzDnQekBYkp24GkZxKjma5s8z/7nq8mrT2Kg6xv0cAxpcs7m1A/Jrk9jqOt0Brsadp5XC2q+evIhhfICRrlPYFyzSQZzNIKGzWk7iSqLxVxmzuftP8DToumeQffLEvnqyfZGj58RzPYxdKgGyK4rZnXcFkoVVbS0asavXZdgY6yfHjuTc5/vnoShFjT0cfbjuy7TMZPpHjJBENiScoPtKTcBmOrdgzUdR+uVssvVKt6LPcnF3KdIgA86DmV+6yC9B/BI2kM+ib2AWhDo4+bLpj4h2JjoWIu0ylLmXT1GTk0lDqbm/D5oIt1cdBqDBpWS1TfOc+G56InxTvc+LO/aU3uO0vo6ll04Q3ReDhJgVVAwy7oFaRfqktpalp09y73cXCTAO336sLhHD+3us6imhmUnzvIwLx+pRMK7A/qwMLCbdry8rp7dUXHsjX6gbUrYsZkr7w/pR6CPvtg8Ma+IzdcjtWWjUomEcV3asXpYH5ytdULhmgY5++48YM/t+9Q0iKDK3tKckB7+LB3WS0/AWFnbwPn7SZyIfExKnk7g7OVkx6wBXZnWp7Pe9c4rreRUxBNORz6hsFxH33fwceON0T3p00H3glOpNZyPSGTn6SjyGzvJuzva8P7sQfTp3EJv3sW7iewMi6KgRJzn5mTD+/MHE9zZsCIzJ7+c3aFRXLqdqGWAendvyXuvD9ECh6ZCLldy+lI8B0KjKSt/AYBsWbZgAP2DDQsRXhW3I1PYtOsmBY0+R86OVrw2tde/SqNV1TSwYfcNve8+oGdr3n19iLaNh1qj4evtl7gYLvZpevu1gUwdpkvn7rsQy4bGvlsT+nXkw9cGa+/HO4+f8f7vZ5Er1XRr3Zx1S8ZhZS7qXKJTsli6LQyVWsOs/l15L0Ts6l7boGDu1qMk5RXj6+LA/mXTsG1k/nbcimH9lXCkEgmbZ4+jf1vx75ZeXMr0P49Q1SBntH9bfp44EqlEgkqj4aPzVwhLSBSbioaM0dOMhGdl8XpYGHK1mhGtW/Pb6NFatqVGoWD+mRPcy8/FztSMgyFTaeek0zkdfPqIj+6I7NKyLj15t0cfg82ZRhA4n5nE709ieVSiS9W2s3fhNb+ujPdtbyAyLqqvYVtiJMefxVOjFFlYU5kR47z9md0mgI4OIquo0mhIqyrhUWke8aX5xJfmkVRRpFeR9SJ8rB3o7OhON+fmBLl40crm7x2lBUEgrbKU7+/f5HqOqM9xNrfkq6ChjPRuC4iaps8jrpFQIup7Wts7srb/CLq6NEMQBC49S+ObuzfJrRafoZ4enqwdPFyb/kotLeXbmze5kylqEN2srPhi0CCDpq+CIHApOY3vrt8iv0oE9f1b+vL18MG4/6WhaY1czsabUeyLeaBNfy3rF8TC4O7U1tT8D/j8X+KfEGNF9WbKKr9BKnXA2z3hb2+sgqot5FX8gKlRC/yb3XzlvMLay8QXrfxbnc/N3MUUN9yjm/PHtLCZaDBeJn/OsYx5yCQmzG99AZnEMG0UV3aGqwVbcDdry5wW65s8z4Py2xzJ3oCNsQMf+G1F1oTvz/3yGH5/thFTqRnfdVyPZRPl6wqNkh+S1pFcnYqrqTNfd/gEyyZ0PACXCiLYlHoIgNVtZjPItenWH1m1hax6sJVyRTXtbLz4uctiLIz0qwfuFD3lo4eHkGtUBNj78ku317A00hcbHs6I4fvH5xAQGO3Ria+7GLJD3z26zL50UVMzzqsjX3cdrafZuZGbxvK7YdSrlXhb2bOl7yTa2etSjEX1NSy4epyEskKMpVI+6zGY2W276rpaCwI/RN9iR7x4jsFeLVnbfwSOjX1+lGo1X9+9yb7HDwFxQfllyAiaWYv3pEKt5svr1zn8WGyzEezlxU/Dh+NmLS4ScpWKzy9dJ/SxWJHRx9ebH0cP0+uhU1ZXzx8R99gf+1DbPXlm9868M7gPVqb6C/WT3EI2X4/kZrIosrYxN+WjUQMY26Wd3jNQWdfA/rsPCI1+TFGjBqibrwcb54/TukC/CEEQSMwu5ERkAhfuJ1Pb6Mj68gvy5VBrNEQlZhIWnsDt+GfaDs57P5hBOy99h3WlSs3J24/540w0JZW1mJoYEfb9Am0Z9svzTt14zO5T0ZRU1GJuasypDa/r+Qu9HNn55ew+Fsnlu0/RaATatXJj69cz/hF8vNDjHAyNpqyiDplUwrpvpuk1BX1VRN1/xodfn0CjEXCwt2TOlH/nHQSiP8+qL4+S2Ohc3ad7SxZO620g2N55IpKdJyKRyaR8+sZwRvTWsbS3HqTz7sZTAMwbHcjSibp2LsnZRcz/6QgNShUDOrfk+4Wj9KwO3th8nDq5kmFdWvPj3NFIpRLqFUqW7DrJvWc5OFhZcPCt6TR3EF+UR2Li+fK0yK58MmYgM3t2AUR38lm7j1JYXUPX5u7seW0ypkZGqDUa3j17kbOJycgkEtaPH80IP50+8eVeeINbtGDTWF2H9tzqKhaeDSO5tARrE1MOTJhCRxfxPtIIAuteakD8eqfufBQ0wOCevJP3nLVxt3lcKl5fY6mUUd5+vObXlQBnD4P5VYoGtidG8WdyjLZ83dvKnlmtA5jcohN2pn/P2oBYUZZYXsij0jwtIMqsKTeY52hqQQ8XT4JcvAh08aatnfMrU3PXc9L5KuYaGdXicb7rNZyZbcRrr9ZoOJr8mJ9i71DWUI+FkTF/jJhEz2bivVuvVLLjQSxb78ciV6twt7Li4ISp+DSmCgVB4Mbz53x94wZZlSJwf6N7d97p08dA/FynULI1Mppd0WL6y8HCnN/Gj9bTab2IlKISvjp/ndjG9Ffflj58NqQ33m6u/wM+/zX+CfhohHoyclsCAt7uj5HJnAwP0hgKVQEJeYGAjC6eya8sb69VPCMidzQyiQUDve81CaYelawjpXI/rWyn09XJsCGqIAjsThuDQlPDZO9dOJq1MphTrSxla+psAJa2PtBkukulUfL908XUqquY7f0eHWwNQYhG0PBN4kfkNeQyvtkURrqPa/J3VStr+CThG0oUpQTYdWZ1m6VNOjsD7M04w7HsyxhJZHzdcTkdbA2/P8DzmnxWxm2mWlVPZ7uW/NB5kR6rA/CwPIPV9/ZQq5bTwdaT9d3nYWOsv6BczH3MRw9CUQkaBrm1Y23AFL0WF4IgsCcthh8fX0EtCPjZurKp5xQ9L5+EsgKW3Aklt7YSM5kR3wWOYoKvrqdRrVLBu+HnuJApMjsTW/jzba/hegDq0NNHfB5+DYVGjZO5BT8PGMUATx3jcPxpAp/fvk6dUomtqRnfDRzKqFY6puDI48d8feMG9SoVdmZmfD9sGMMad1OCIHDoYTzfXbuFXKXG3tyc70cNNaigKK2tY/2NcI7Gif2VPGxt+GbskCabBz7KzufrM9dJzBNp+f5tffli/BCt/uJFqNQabjxJ57NjV6hukNPG3Ynti0L0usC/HHVyJYfvPOS3M2IacWrvTqyZPOiVIt/Sqlq+3HeFuwnPae3hxP4PZxqkqUBsdrr05+M8Ts8npH9HPpo7tMnjNciVLPziEOnZJSyf3pfZY3o0Oe9FPMsuYdmnh6mqaWDK6ABWzTcsOnjVeX7ccJFrd5Kwt7Vg5/rX/pYxepZZzNL3D1JXr2DYgPa8u2wYZv/gFv3yud75NpSHiTnYWJmx9sMQOvoZMq/3E7NY/v1xBAE+WzyCUX11qdf8kipmf7mPqlo504d05Z2ZOsuNipp6Zv9wkLzSKnq19+a3pRO0+qKc0kpm/3qI8pp6gtp4svGNCZgaiwaFK3af4W5yBpamJuxaPIkOnmLK8PTDp6wJvYggwKK+3Xl7uKh9LKiqZtbuo+RUVNHK2YF9c6fiYGGORhBYc/4yJx6LTM/68aMY3lYEPRpBYF1EBFuiowEY1aYNP48YoXUOji8sYNG5kxTX1eJsYcnO0RPo5Cp+jwaVindvXuDsM9FBvSmmJ74knx/jbhGeLzIZlkYmLPTvzmttA3AyN9wIytUq9qbcY8uTCCoVYko4wMmDtzr0oa97i1cCkn8b5fI6HpcW8KA0l5iiLB6U5GqB1YuweS1KugABAABJREFUNTGjh7MngS5eBLl60d7OVU80LVer+Db2BnuT4wD4PHAw89vpPNsq5Q0sv3aGOzkZmBsZs2vERIKbeWnHc6oqmX/mBGnlZbhaWnFwwhRa2OveMXKVil/Cw9l1XyzC6OXpyfrRo5v0R3pWWsaqU+d5WlSsZa0XBXYzeDcKgsCJR4l8df46DSoVrmbG3Pngfz4+/zn+TY4wKz8IlToLd+cTmJv2euWxBEHgUU47NEId7d1vYGbcssl5ao2c65ldAOjvFY6JzBCQPK86xb3ir3AxD6J/sy1NHudM1kry6h/S3+0D/GxHNTln77OVFDSkMNx9BZ3tDcXJABfzD3CzOIxWVh1Z1MIw9QYQXRrOnxnbsDay5tuO6zGRNg3qntdm8uWTH1AKKqY0n8AEj6ZTWRpBw9qkPwkveYi1kQU/d3mXZuZN+6gkVWXxzoNt1KnlBDr48XWn+Zj8RRidWJnDint/UqWsp7W1Oxu7z8fBVP+le7MgiXfvH0WhURHs3Ip13adjbqT/O2KKM1kZHUqpvBZbYzN+Dgyhv5sOlJXL61gdcZrb+WIq6LU23fio6xDtrlIQBH5/EsMPcbfQCAJ+9s5sHxCC90u6n8TSIlZeP0tquVgNMb9DNz4I7IdZ4yL9vKKcVZfPactJp7brwGd9B2pz5c/Kylh1/rzWTXV6x458PGAAFo0CwdSSUt4+fYGkItEDJ6RDez4Z0l9bFfYiIp9l8fHZK+RWiLT1lK4d+GBoP6zN9BkzpVrNH3fus+VGFEq1GitTEz4Y2Z+J3fwNFqakvGLe3HmCkuo6mjvYsuP1iXg52TXxVxUjLCqBLw9fQRBgQpA/n00f8sqKlrKqOiZ/vZeKmnoWj+7J4jFNP4uPUnNZ9P0RZFIJh7+e22T7C4CztxL45vfLuDhYceLXhf+omQm/l877P4gM7Xfvjad/kGElZFPRIFey5L0DpGcU49/WnQ3fNc0YlVfUsvjd/RQUVdHZvzm/fjX1X2uDFEoVH/xwkphHGVhamPDbZ1Ob1CSVVtby2kf7Ka2sZUw/fz55Q6cxVKnUvPHjUR6n59Pe15Wda6ZrwaVKreGtTWFEJ2XR3MmWfR/O1Dp2V9U18Nr6IzwvLMOvuQt/rhBbTqjUGt7df46rCWmYGRux4/WJBPiKQOxqYhqrD59FrRGYGdSZj8eI+rvS2jpm7T7K89JyvOxtOTBvKi7WVgiCwOeXr3PoQbwB09OgVPL+5cucSxb9tZYGBbE6OFgLLi6lp7LqynkaVCraOjqxa0wIHo1Maml9Ha9fDiOuMA9jqZTv+g5nSlvdZuZ5VRk/x93WencZS6XMatuV5R17NQl4VBoNJ54/5rfHt8mvE1M4rW2deLfzAIZ4GHorqQUNYZnx7EmNxkRmRKCTN4HOXnRz9NJLp//j31+tJr4sj+iiLGIKs7hfkkOdSl8rZGVsSnfn5kxt2ZkRnqLYXBAEfrh/k+1PxJ6CH3YbwJsddJvfBpWKxVdOciv7OWYyI3aNmEhvD90Gqbiultknj5FSVoqLhSUHQ6bQ8i/mjedTUvjg0iXqlErcrKzYPHYsXdwNCwbqlUo+v3SNsAQx/Tq8bSt+GDXcgI0GsfXF8mNnyMgvJP37j/4HfP5r/Bvgk18yi/qG6zjZ/YiN1Wt/e7yn+SOpVz6hpfMf2JoPeeW821kDkKsLCXQ/jK1ZZ4Px0obHXM+dh5nMibE+l5o8RmTRFuLLj+BvF0If11VNzokoPsTd4r20tApkkteXTc4pVxSzNmkpAgJvt/kNFzPDXaJaUPFpwnuUKUqY7jmXAS6v/m03i+7w+/O9SJDwftuVdLLzb3Jeg1rBR/G/kVqThYe5Cz93fgcr46bTY48rnvHewx3INUr6Onfkc/85yP7S9ya9uoBlsX9QpqjB29KJTT0WGvT3iipOZ0XsQRrUSro5eLMxcJZefy8QK77eij7OozJRU7Oy/QDe9OujXUjVGg0bEu6wMUGsLAtw8mBTn4m4Weh28hH5may4fZqShjqsjU1Z33cMgz11AKpBpeT76FvsefIAgLb2Tvw2eAx+DiL4U6rVrI+JYOv9GATAx9aO9cNG07lxl6pQq1kXHs7v9+4hAC3s7Vk3apTW7VmuUrH+TgS7ou8jAK7WVnw/cqhW+PwiahUKfrl2lwOxokWAm40VX40eQv/WhrqX1MISPgm7wuMckebv3cqbLycMoZmd/nOTXVrBG7+fILu0EkcrC7YtCqGdx6u9cc7de8on+y+hEQRGdfPj61nDX1mpdOleMmt2ncdIKmX/mpm0ad40WH534yluPUhnQEArflreNEOpUKqYsGonZZV1fLV0FMOCX+3Z9SI277vFwVOxWFmY8udPc7TVUf8UufnlvP72Pmpq5UwY1YW339RnouQKFas+OcKTpDw83O3Y9tNsbG3+OQ0CImD55Jcz3IlNw8zUiF8/maznxPwiNBqBVWtPEJOQia+HI398OVPr0wOw4eht9l28h5W5Kfu/mI2Hs+7ZWRd6m31X72Nuaszu96bTulForlSpWbItjNjUbFztrNj/9gxcbK3QaAQ+PnKJM3FPMZbJ2LxgPMGNBoV3UjJYduAUKrWGCV3b803IMKRSCRX1Dby29xjJhSW421hzYN5UPOzEfnDfXrvFnnsPkAA/jx3JOH/xb1VSV8ebp07xID8fY6mUb4YOZbK/uN4IgsDvD+7xQ8RtBKC/lw8bR4zR+u6klZcy/2Io2dWV2JiYsn3YBHq9xGgcSH7I59FXUAkaJEBIC39Wd+mDp7WdwbUVBIErOSn8/OgmaVXihsbdwppVHfsx0bejAZgXBIFbBWn8nHCNlKpig+NJgHZ2bo1AyJvuTl56Zqv/FEqNmsSyQqKLsoguyiK2OFurLQJY03UQr7frqf0u6x7dZcMjsS3O6i59WNEpWAvSGlQqllw5xY3sZ5jKjPh9+AT6NdetDyV1dcw+dYzk0hKcLCw4NGGqnlgcRO3P0tOneVZejolMxqcDBzKjY8cmGZ2DD+L59upNlBoNLRwd2BwyhlZO+scDsXgjNCaOhQN6/yvg8/e1j/8LgzAxEl9YClXaP8wE08bWFQ3K5387z9xYzGHWqXKaHLcxaTyOugSFuqrJOc6Nrs3FDcmvPE9ra/Hmzqx9iELT0OQcexNn/KzF3lLRZZebnCOTGDHUVWSVrhSeQy2om5wHMMClLwOc+yIgsDl9J8Xy0ibnmclM+NR/Mc6m9uTWF/H9050oNaom53a0a8E3neZjLJFxp/gx3z89hFrQL9Vsae3GjqA3cDWzJbO2hDeid5Bbp98Hp6dzS7b3fA0rI1Pul2XyRtQeKhV1enPcLGw40O81pvsGIADrE2+yLPIo1Urx+smkUlZ36s/v/adgbWxKXEkuYy/uIqowU3uMYHdvzo6ZR4BzM6qVchZeD+XXB3dQN5aXmhkZ82XvIfw5YhJO5hYkl5cwLmwffybcRxAEjGUy3uvVl4MhU3G3siKjsoLJoYfYci8adWMp6Af9+rF38mRcLS15Vl7O5EOH2B4bi0YQMDUy4oOB/Tg0eyre9nYUVtew4GgYn1y8qu12DGBpYsJnIwex77UpeNnbUlBVwxuHTrLm1CUq6/Xvl9auThx4fRrvDO+LiZGM8LRMxm/cx5GYeF7eS3k62rFv6TT8mjlTWlPH/G3HiE1v+j4HGN29HT/OHYWRVMr5+0ms2Xsepbrp+2tYtzYM7NIKlUbDF3svv3Le0okiUL0Zl0Z8Wl6Tc0yMjZg8pAsAhy7c59/sBxfP6EOHNs2oqZPz2bqzKJWvfg5eDg93ez59W2Q/T55/yMXrCdoxQRD4ccNFniTlYWVpyo+fTvrXoEet1vDNpgvciU3DxFjGDx+ENAl6APaeiSEmIRNTEyO+fWu0Hui5++gZ+y6KFZCfLhimB3ouxiax76qYrvhizjAt6BEEgS8PXyE2NRtLUxM2vTEBF1uRnfkm7Dpn4p4ik0r4ZfZoLei59zyHFQdPo1JrGN6hNV9NGIpUKqFGLuf1A2EkF5bgbGXB7jmTtKDnl1vh7LknbhC+HTlUC3pSS0uZfOgQD/LzsTU1ZfekSVrQo1Sr+fjmVb5vBD2zO3Zm55gQLegJz80k5NQBsqsr8baxI2zCbC3oeWFS+nHUJVSChv4evpwfO59f+45pEvTEFGUx5cpe3rwTSlpVKXYm5nzUdTDXxrzJlJadDUDP4/I85t7ZzxsRh0mpKsbW2IwPOg7hpx7jmeLTFW9LBwQgsaKA3WnRLI08StCZnxl7dTtfP7zIpdynlMlr//a+MJbK6OzUjDfa92TXgKk8mLSa0yMWMKe1uM5//+A6Pz+6iSAISCQS3u7Sl/e6iia16x7e5acHt7XPg5mREduGjWeIV0vkahWLLoVxM1v3fnOysODghCn4OTo3GkIeJaVUv3t8a0dHTsycyfBWrVCo1Xx69SofXL5Mg1KflZJIJMwK6MyBWVNwtbLkWWkZk/ce4kJSisFvtDU3Y3LXDgb//6r4H/D5j2FsJFKqSuU/Ax8zIxGwyFV/D3wsjF4IxbKaPqfUCnMjcfdepXjW5BwnM1GJXyZPRyM0DRicTH2wNXZFJSjIrIl75ffp6SRS3vfLbrwSIPV26oeVkTWlihLul0e/8lgAc31m4GvpTY2qhg2pW1FoDEs0AexNbPjUfzHmMlPiK1PZmnb0lS+g7g5t+aLjXGQSKdcKH7AuOdRgrpelEzuC3sDTwpH8+nIWR+8go6ZIb05XB2929pqPnbEFCRW5LIj4k1K5vvmXicyIrwJG8123sZhIZVzLT2HS9V2kVumONdijNadHLKCdnQulDXXMuX6Q359Gab+Tm6U1h4fPZK6f2GdoQ3wE868dp7yhXnuMgV4tuDBpHgM9W4gC5ojrzLsYSlGjRX1PD08uTJ/LqFZtUGk0/BR1l1knj5HXWFUR7OXFuddeY1irVig1GtbeucNrx49TUC3S7N2ae3B6/mzmdOsCwJGHjxn7xz6iMrP1fm+gT3NOvzmHeUEBSIATjxIZvXUv15PT9eYZyaQs7NudsGWz6erlTq1cwZenr7F4bxjVDbodpZONJX++OYXuLZpT06Bg8c4TXEt49fMzrGsbfl4wBiOZlMsPU3nvz3MoVIb3tEQiYc30QdhampGUXcSeS/eaPF4LD0fG9hFfgpuO33nlPRUyuBMmxjKePi/kUUrTAEnv9xvJ+HL1GKytzHiaVsDm/bf+8TMvolePlsybLqbnft5yhdRnYipzz5FIrt5+ikwm5esPx+PVvOnU3F9DoxFYu+MKV+4mIZNJ+eadcXqNRl+Oh0k57Dgu7ujfmztIr5t9YVk1X+y6CMDUwV0Y1E2XwkvJKearfaLD8vzhPRjaTac323E5mjOxIrj5af5o2ng4i0Dl3B2ORsUjkcD300cwqIOY8o/PKWDJ/lPIVWr6t/Xlx8kjMZJJqVcqefPQKeLzCrAzN+OP2ZPwcRRTw5vCo9keJRYEfDFsEFM6iy+68MxMphw+THZlJV62thyfMYOenuKaWiWXs+BsGIeexItNg/sO5Kt+g7XC2sNJ8cw9f5xqhZzurh6ETZhFSzvxmterlCy7dZIdjamft7v0YffgKbRzMGQsn5YXseDmEaZf3U9cSS5mMiOW+gdzc9wSFrULwsxIX5uVVVPO6ugTTLq+i6jiDEykMha16cXVEctZ2KYX47068W23MVwZsYw7o1bxa2AI030DaGHtiAAkVxaxLz2Wt6KO0/Psr4y+so0vHlzgfM4TShoMzQtfDplUSgcHN77sMZz3Og8AYMuTCD6/d0nbwmZZp1580l3Urm15HMU3965rnxtTmRFbho5nmI8IXN64FMaNLN17ycFcBD/tnZwpra9j5smjJJXoM1nWpqZsHjuW9/uIm5LQJ0+YeuQIOZWV/DW6ejTj5PxZBHk1p1ahZMXJc/x44zaqv/gS/Zf4H/D5j2FsLDI+SlXqP841fQF8lE2DlRdhbiTuyupfwfgA2BiLZZ1VrziWrbEHxlILVIKcckVmk3MkEgmtGlmf1OqoV56rtVVnHE3caNDU8bD8TpNzTKSmDHIR+5ddKjj7tztkE6kxK1svwcrIkme1mezNOPTKub6WHrzvNx8pEq4URnIi59or5wY7+fNx+1lIkXAuL4rNqacMvoe7uT3bA1/H18qFInkVi2N+J6VK/6XW3q4Zf/RegLOpNanVhcwL30VBveEDONmnC4cGzKOZhS0ZNWVMuf4H53OeaMe9re05PmwuIT4dUAsC3z+4zrK7J7S0solMxpdBQ1nXZwxmMiNu5z1nzNndxL9UButsYckfIybyVe/BmMqMuJX9nBHHd3M1UwQKtmZmbBo+hrWDhmNhbEx0Xg4jD+/lXJrI9Nmbm7Nl7Fi+GzoUcyMjIrOzGb1vH5dSxfvVwsSYz4YOZN+MyTS3tSGnsoo5h47z1ZUb1L+04zI3NmbN8P4cnD8NX0d7imtqWXLkNO+cuEB5nQ6sAfg6O7B30VTWjOqPmbERd1MzmfP7UQoqda0rrM1N2b4ohEH+LVGo1Kzee5bQmAReFQM7tuS3ReMwMZJx43E6q3eeoUFhCH6cbC15b+oAAHacj9LrAfZyvD6+F6bGMh6k5HL3UdMbEXsbC0b2EcW9hy/ef+V3ezncnG34ZLmolzt2Lo5b0f+8LryIedN7E9TNF4VCxSffn+LUhYf8cVBMmb795hC6dW4auPw1BEHgtz+vc/baY6RSCV+sHE3v7k1rCiuq6/l083k0gsDIPu0Y3U+XelapNXyy/TyVNQ34ebuwcqquNU1FTT1vbztNg1JFr/beLB2n87M5d+8pW86LFVBrJg+idzsfALZdjWb3LfE6fj5pCKO6iuxMckExb+w5Qa1cQZCvJ+umj8HESIZCpWL50TPEZuViZWrCrlkTaeMigrIdUbFsuCue46NB/ZkVIEoCziQlsSAsjGq5nO4eHoTOnKk19sypqmRy6CHuZmdiYWzMjtETmN85AIlEoq2s/PC2yOSMb9WOA2Om4tBoOlpcX8v0S4e4kJmCiVTG+r5jWNG5t0E6JrumgrcjTjPmwk5u5qUjk0iY2aorN8ct5d3OAwy0OeXyOr57dJmRl7dwLucJEmC8V0cuDVvK+x2HNOnH42puzRjPDnwVMJqLw5YSPno164MmMrNFd1rbiOnd1KpiDj67x6roEwSfW8eIy1v4LO4cZ7MTKKyvNjjmi1jiH8zXPUYgAfanxvFu5BmUjU1RF/n34OsgcY3flXiPT6OvaIGRiUzG5iHjGOHTGoVGzRuXw7RrFIjr0IEJU+jg7EJpfT3Tw45yM1P/uZNIJCwODGT3pEk4mJvzpKiI8QcOcDsjw+B7Ollasnv6JBYGiizVzuj7zD98gtLaOoO5/yb+p/F5Kf6NxketLiEzvyMAPs3SkUqb1qEA1Mjvk1IYgrGsGR09Xg008mvOkFD8PvZmPejuvrfJOQ9LfiW18gCtbWfQxendJueczlpBfv0jBritoa3tiCbnZNY+5EjmGsxlNixrcxBpEyXrALeLT3M+fy/uZj6saP1Tk9VmtapaPnq8CrmmgWWt3qGjbZdX/kaA+IoE1iZvQEDgdd+5DHDp88q5Z3JvsePZcSRIWNNuIb2cDLVPL+Jifgw/Pj0CwCzvwSxqaSjurlDUsuLenyRV5WFtZMb67vPoaOelNyertpTXI3eTX19JM3M7dvSai5elYT65TF7L6ugwIovFB3lh616802GQdhcpCAIH0uL4+r5YStvSxpGtfSfRyla3s35aVsSbN8PIrK7ASCLl7a59WewfqEeFp5SVsOL6WZLKxN3S7PZd+LjnAG1lWEZFOSsvnye+SNTZTGnnz2d9B2H1kvB59YULJBQ2CqM7dOCj/v2xNhUp/hq5gh9u3ObIQ7Es3tvejrWjhxPQXNfQEUSn5o23Ivkj8j4aQcDR0oLPRw1ieDtDQW9iXhFv7g2jpKYONxsrts8NobWr7ner1Bq+OnGNE42gZ9XI3iwc2OOV1hBRyZms/F184fZs48W6ReO0Pb9ehCAIrN56mtuPn9He25Xd701vUhe08dgd9l6IpYWHIwe/nNOkcPp5bikzPtiDRALHfl5A83+p29m09yaHTt/D2tKUP9b+e71PVXU9r7+9j/xCHdCeNqE7yxYYNi1uKgRBYNvBO+wPE1mJj5ePYNSApin/2jo5q34K43FqHt7NHPjzq5lYmOnEoptD77L7XAyWZibs+3wWnq4i0/J3Yub7aTks3nICpVrNvEHdWD1eBEsH7j7g+1M3AfhgXH/m9BWZzufFZby28xiltXV08XTn93kTsTQ1QalWs+r4Oa4mp2NubMQfsycR4Cneh3vuPeCbq+Kx3u7XmyXBgQBcSk3lrbNnUQsC4/z8+GHYMG3l1oOCfF4/d5LS+jpcLa3YNWYC/s4ia16vUvL2S15aKwOCWdVNp2NJrShh/rXj5NRUYmdqxo6BEwl01S+pLmmoZXNCOAfT4rSOyKO92vF2p/742hiydA1qJXvTYtieHE5140aot0sL3us4iPZ2r3YD/zdRJq8ltiSL2OIsYkoySa4s5K8vdW9LB3o4exHk7E2gkzfuFvp6x9MZT3g38gwqQcMQj9Zs7BOCaWOl69HUeD6IEPubTWnVkR966QwglRo1q66f49yzZIylUjYPGccwH926UNnQwIKzJ4gryBd9yQKDWd6jp0ElW15VFcvOnCG+sFCcFxzM0qCgJiveLiSl8OG5y6JA2tqKjSFj6NLM/X8Ghv/X+LcXLiOvPRpNOR4uVzA1eXVeUaUuJz5XfGF3aZ6MVNp0rr6i4QGx+TMxk7nT1+t6k3OeV53kXvHXuJoH0e8VlV0RRZt4XH6MDnYT6e26ssk5akHFpuQZyDU1zPT5meYWTYuNa1XVfP90MSpBwZKW3+Jt2bbJecdzDnK18AKtrNrybttPmpzzcoTlnuV4zimMJUZ87v8hvpav3tVuSzvKufw7mEiN+bHTKlpZe71y7smccH5LOQHAwhYjme1jKLiuUTaw6v5u4iuyMJeZ8GvAa3Rz1G9cml9XwRtRe8isLcXG2JwfAibTx8XwBa/SaFj35Dq/p4i70J7OPqwLnIijma6640FJLsvunKCgvhoLI2N+DBrNaG9duXClooEPIy5oS96DXD35tc8YPKx0955creKnmDvsfCymcVraOfDboDF0cBIXcaVazW+xkWy5F40AeNvasX7YKLq4iovpX4XPzayt+XH4cIK9dNfyzrMM1ly4QmF1DRJgYVA3VvUN1r5EXkR8bgFrTl8irVjUSo1o35rPRg7C0VIf/OeWV7J470meFZdhbWbKxpljCWyhe3EIgsBvF8PZeV1MW7zWN4B3x/R7Zfn6/bQclu84SZ1cSbeWHmx8YwKWZvrVHcUVNUz+ai/V9XLemtCb+cMDDY5TVdtAyIe7qKqV89mC4dr0119j1doTRMVnMHVYV95+7d8BEJVKzdLPDvMkJf9f+/u8iJT0QpZ+cBCFQkVwYEu+XTPhb3ttvRx7QqPYcUi0AXj39SGEDO/S5Lyq2gZWrT1BYnoB1hambPt0Gi09dYA0MiGDFb+Kz893b45maKDueV9/4jZ7r9zHzMSIPe/P0Op6MgrLmLP+MFV1coZ2ac3aRq+eG0/SWbHnNIIAy4b1YslQkWXOLa8UmcCqGvzcndm9YDI25maoNRreP3mJswlJmMhk7JgxQdt/6/DDeD69KLK+y4KDWNVPZJpuPHvGktOnUWo0TGzfnh+HD9e+JM+lJfPOlYvI1SraOzmza0wIbo3NRovqanj9UhiPigswkcr4sf9wQlrr7oPw/AzevHGSaqUcH2t7/hg8mRa2OiBTo5Sz82k0u5JiqFWJ+rjebj6813kgnRwNAYxa0HAq8zHrE29SUC+mpP1sXXm/42D6uBo257ySn8i+ZxGYSGV0d/Slu6MPneybYyr7dzYGABWKeu6VZBFTnElsSSZPKwrR/AUKNbewI9DZm4nenQl0Ftfga7mpLL8bhlytoperN9v7TcbKWNwknXz2hHfuin3Oxvu255c+OiNIlUbD6hvnOJOehJFEyqYhYxnhq0uDytUqvrlzk/0JYtHEQG9f1g0dZdDFXa5S8fXNmxyKF1sDDWrRgl9GjDCoQAWxWnX5iTM8KyvHWCrlk6EDGN3CBzs7u/8Bn/8a/xb45BaNQ66IxcVhC1YWTbsgv4hHOR1Raypp53YZc5OmK0UU6lJuZfUBJAz2edik509pQzzXc+djJnNmrM/FJo+TWnWF6/nf4GrWgQnem1/5nc7k/MjTqpsEOk5mgOvCV847lr2Z++U3Xtm/C6BCUc4nCW+jElS80+ZjWlv/fTWMRtDwa8pmHlTE42zqyDcdPsWqCRNEeOEUvZ248qc4mNjwS5d3cTI17Gf2Ig5n3mB7+lkAlrUez2TPfgZz6lUK3n2wj9jSdEylRvzQdRa9nfVBXUlDNStjD/G4IgcJEpb7DWJhq75N+hBdzElkzf0z1KoUuJnbsLHnZDo7eLx0rFpWhp8kslHsvNAvkPe7DMRYqit5P5b2mC9irlKnUmJtbMp3vYYz1le/1cednAzeuXmeorpajKVS3uvRl0WddI7N0bk5vH3lPHk11RhJpawKDObNgB7anVl0djYfXL5MdmMOfU7nzrzfr5+27L2qoYFvrt4iLEG0qW/l5MDa0cPp6K5fBq1Qqdh8O5rfw2NRCwL2FuZ8OmIgo/zb6LE2FXUNLD9wirjMPIxlMr6fNJxRnfSv897bcaw9I+pixga046upQzGWNQ0WHj3PY+m2MGoaFHT2cWfzmyFYm+uX2p+JfMLney9jbCTj0EezaOFuyNbtu3iPDUdv42JvRej38w36dAFEP85k5Y+hWJgZc+q317F+haHhX6OguIp57+2luqaBqaO7sXL+vwNNAA8TsnnwOItpE3r8f9h7zzApqmj7+1cdJuecGSaTc8455yQgCCKCgihmzDmhiCIKqKCIZJCg5JxzGtLMwDA559yx3g813T1NB/De/30/uZ+HD0ydrq6qrjq1ztprr42Ls3V7iIdj09+X+f63owDMm9aLKaOs+w+VV9ay4MttJKUV4OnmxPdvjic+0qRTKSytYuoHf1BaWcu43i15c7pp0bD/YhKLVu8B4ItnhjKwXb2WsKqGaUs2klVcTsvIYH6eNx4nBwW3svKZ8eNmajVaxndqzvvj+iMIAgUVVUz7eTOZpeVE+fuw9pkJ+Li6IIoi7/59iC1Xb6KQyVg+cQS946TFyPbEW7z5zwFEYFbHdrzRpweCIHA6PZ1nduxArdMxLD6eb4cMQS6TIYoiP12+wOJzEhDsFxnFdwOHGa0fkkoKeXrfdrKrKvB2dGblwNF0DDaJvzen3OCts1Lqq31AKKv6jDWmvnR6PetSLvPDzdMUq6T0SnOfIF5v3YfuQZZVj6IocjL/PosTD5NUrwUMdvZgYbM+jIxoYcFkXC/J4Ovb+7lemmmxLweZgpbeYbTzjaSDbyQtvcNx+hdAqFJTx6WiTC4WpXOhMJ1bZblG92cZAp+1G8HYSGmBfj4/ndnHt1ClVdPKN4TVvSfi7Shdgz1pd1lwQmKFhjSK47seI43WHVq9nleO7WHnvTvIBYFl/UYwNMr8ed925xZvHzuESqcl3MOTn4aMMLJwDWPrzZu8e/gwap2OCE9Pfho5kgR/y4rNSpWKN/85wIFkKcU2NKoR308a9x/w+bfxuMCnsPQVKqvX4+X+Mj6eloaCDeNu3ihq1Fdp7LcCbxfr/jqiKHI0vT06sYauoXtwdbB8kDS6Snak9QZgVOQxHOSWxmelqnQ2p01HITgxM3aPzTTWnfLj7M7+Ah+HMJ6J+dnmsT9O/y6AP9NXc7LoKIGOQbzV5GMc5fZfFNXaGt65+QkFqkJaejbntfgXbJob1mhref36t6TX5NLYNZQvWy3EWe5odSzAb6n7+T1NqkZ7NWECw0I6W4xR6TS8dW0DJwvvohDkfNJqEn2DzJk7tU7LFzf3GPt79Q1qwietx1iUuwPcqyhk3tnNPKgqQSmT837rIUxsbLL81+r1fH39GKvuSOnOjgHhLOs2Bv8GnZnTKkp58eRuo+392KhmfNhpgLHyBKCkroY3T+znQJr0oHcLjeCb3kMJcpXuhfK6Ot4+dpB/7kkMUseQMJYMGGL0KalWq/nixAnW16+oIjw9WTx4MO1DTUDtcMp93tl3iKLqGuSCwJwuHZnXrZNZTzKAW7n5LNp1gKR8SVPTPz6aD4b1w9/NBGJVGi1vbN1nbHr66uAezOxmbkS2+/Id3t18AK1eT4+ExiyZNgxnK2AE4FZGHnN/2k5FjYpm4YH89NxYY8oFpOdowfIdnL6VRvPIINa8NskinaXSaBm3aA35JZUsmNiTaYPbP/w1iKLIk4vWcj+rmBcm92TqMMsxtuLUpfu8Ue/v8/nro+jZ8fH8ff5t7Dx4na9WSkLjWRO78vRE6z2kSsprWPDlVu5lFOHt4cyyReOJCTe9RHR6Pc8v3sqVpCxiw/1Z885ko/tyclYhM77aSJ1Gy4yB7VkwRjIVVGm0zP5hK9fTcgn19eCPhZPxdXcht7SCycs2UFRZQ9e4Rix/ehRKuZyS6hqe+nUL9wtKCPf2ZO3siQR6SBVfn+4/xh8XriETBJaMG8qQphJT8M+dJF7etRe9KDKtbWveHSA5J1/IymLm9u3UabUMiI5m2fDhKOVy1Dod7xw7yJY7kuZuZqu2vN2tl/H3P575gHmHdlGlURPl6c3qweOI9JQWUXpR5JurJ1meKLG3Ixs34atuQ3GqT/XUaNW8dHonh7Kl+7iRmzevturFkIgmVlMxt0pz+SrxsDEV7qF04rmE7jwZ3cGYPjJEVnUJS+8c5ECudNxOciVPRXcjwNGdi8VpXC5Oo1BlrtFRyuS08Aqjg28k7XwjaeUdbuFBZi+qNCquFGeyLf06e7Okhc7bLQfyVKzk2XOjOJeZxzZSqqolztOP3/tMJrDenuNQ5j2eP7YDtV5Hv7BolvcebbxOOr2e147vZXvKbclfqe9wRkSbL4RvFxYwd+8uMivKcZQr+LR3f8Y1sWReE/Pzmbd7N9kVFTgpFHw2YACjmlj2fRRFkVXnL7Hk+Gm0tbWkfvifj8+/jscFPmWVKygp/xBX55EE+q60u8+0ohcpqfmLEM83CPKcZ3Pc2axRVGmSaRO4Ej8XS6YC4O+0IdTqCugTuho/K34/elHHmpRhaMVaJkT+ho+jJYACUOmqWZb0BHq0zIr+GV9H6yWvAD+kvEFW7X0GB02ld4B1dqtaW8XHt9+iTFNKT/9+TImYYXN/hkivzuT9W5+jETWMDR3BuDDr/iogdXN/5drXlGkq6eDTnLebzjbrsdUwRFFk5f2/2ZRxTNIHNZ3MgKB2FuO0eh3v39jMwbxEZAi812I8Q0PbWIzbln6Zz27+jUavI9LVj6UdJhPlbmX1oanj9Ys7OZwrgY6JkW14r/VgM0fovRl3eePc31Rp1QQ4u/FD9zG09zelgDR6Hcuun+GHxLPoRZFwN0+W9hhu1utLFEU23r3BR2ePUqvV4OXoxBc9BxmpZVEU2X73Nu+fOEy1RoOHoyOf9h7A8FjT6utUejpv7N9PXpWU2nq6XTte7toVp3r2p7S2lg8PHOWfO5JgOiHAn6+GDaJJoPl5q3U6Vp26wE8nL6DV6/F0cuStwb0Z1cLUykKvF/lq33HWnpFKkKd2bs2bQ3uZAZITdx7w8h9/U6fR0rpRMMufHm3s3fRw3M0qYO6P2ymtriUhLIDfX5yEU4P2DfmllUz4aC1VdWpeGtuD6QMsQcvuU7f4aPV+PFwd+euLWVZbVOw+fpNPfz5AoK8725bMemTX84bxw+/H2LD73+t9Hjf2n7jNx8v2IIowZVQHnn+yp1WNVHFZNfM/38qD7GJ8PV354a3xNA41Z8FW7jjDL7vO4eKoZO37T9IoSAIDZVW1TPtiPdn1zszfzxuNXCZDrxd5Y+0eDlxNxt3ZkbUvTSIqyJfKWhXTf9xESl4xsUF+/DFvIm5OjlTU1jFz9Tbu5BYQ6OHGutkTCfWWFlDfHjnNilOSNumLUQMZ00p6AR5IuseCHZJ2Z2Kr5nw8uD8yQeBKTg4ztm2jWqOhV2QkP40ciaNCQXldHc/t3cXZ7ExkgsD7PfowvaXpWV53+xrvnz6EThTpFBzOygGj8HKSZAd1Oi2vndrD7jTJKO+Fll1Y2LqHEdDk11Qy+/gWbpZKqbG32vRjcmwbI2PbMLKqy1h66yi7MiX9mlImZ1p0B+YmdLfw3SlX1/BzygnWPziPVtQhIDA6og3z4vsS4GR694iiSHp1MZeK0+r/PaCgzhwIKQQ5LbxCae8XSXvfSFp5R+DyGEBIFEW+SDzEmhRpQfZCk57MbyLdSynlhUw/soH82ioi3LxY23ey0bn+eHYqzx6VUmI9QiJZ1WesUXeo0+t548R+tibfRCYIfNtnqFkjZpAWaAsP7uFovdh5avNWvNujtwUoLK2tZeGePcZeX9Nbt2ZRr14WizCAM2kZLD96gvVPT/sP+PzbeFzgU1N7iLziaTgomxAWaF2TY4jc8u/ILf8GX9eJNPL92ua4a/nzKaw5TILvO4R7TLU65kTOPPJrz9HO/x2iPKyDkJ0Z88mrTaRP0CLibAicATanv0Va9VV6Bcyik59lQ1JDXCo5ytas5Xgp/Xk94QfbLFLFTb5L+RLgsYTOACcLz7AidQ0Ar8a9QBvvljbH3q14wFs3vkcjahkS1J3nYibaFMSKosjS5O3syj6DTJDxQfPp9PBvYTFOJ+r57OZf7M6WKk/eaDqKcRGWbToSS7N4+dJG8usqcJE78GmbsfQLbmoxTi+KrEw6zdJbRxGBFt4h/NB5vJmQMLWimOdObiOlvAiFIOPttv2YHtfe7Fwu5mex8NTfZFWVIxME5rfswoKW3cx629wvK+GlI3+TWN9AcFJ8C97r2hfX+oaIaWWlvHRwD9fzJeHz+IRmvN/TJHyuVKn45Ngxtt6SVprRPj4sHjSIVg1cVPfeTeb9/Ucora1FKZMxr1tn5nTpYNFj525+IW/tOsCtXInS7x8fzVdjBpt1Yv799BW+3Cultfo3jeGrCUPMmpdeTcth3uodVNSqiAn0ZeXssQR6Wm9xkZJTxOzlWymtqjUT1Bpix+mbfLTuII5KORveepLIIHOxqU6vZ8r7f5CaXcz0IR14YUIPi+9QqSVDw9KKGj6eP4wBna1r3KzF/0bv86g4ei6Z95bsRq8XGTuoNS8/08/qc1BQUsn8z7aSkVeKv7cby9+aQESweZr4wu0M5n8jtav4+NkhDO4srai1Oj0Llv/FuTuWYubvdp9i9aGLKOQyVjw3lg6x4Wh0Op7/dQdnUzLw93Bl/QuTCfZyp1ql5tnft3M1IxdfVxfWPjOBxv7Sb7Hy1AWWHJEq2N4b0pepHaSF3LH7D3h+m6TdGd2sCV8MG4hcJiMxP58nt2yhSq2ma0QEP48ahZNSSVZFOU/t2kZqWSmuSiU/DB5B70bSgk+n1/PZ+WP8mig93+PimvF5j0HGF2dJXQ2zj2zncmE2CkHGZ10GMTHWNAfdLStg1rHN5NZU4OPozMqeE2jnb7lILFPX8tPdU6y7f9FYETUyvDkvNetDmKuX2Vi1TsumtAusTDlOhUaqjuzqH83LTQcR52Hprv1wiKJIZk0JF4skNuhC8QMK6sy93RSCjOZeofWpsca09gnHRWGdJRdFkZ/unmLp7WMAzIjpxJstByATBDKryph2ZD0ZVWUEOLuxts9k4rykxc/ZvAxmHd5KjVZD56AIfu07zjj36EWRRSf2sykpEZkg8E3vIWY6KsOYHy6eY+mFM4hAq8Agfhw8wtiP0BA6vZ7vzp5leX37kXYhISwbPpxAN8u54d+Im/8rZ7cSWrXtMlsApdLg5ZOKaMe8D0wl7XWP8PIxlLTXaOyUtDvUl7Tb8PIBk59Pocp+WW2Mu+Qhct9OWTtAK6+uOMvdKNMUklR51ea4Jh7N6Rsg+f/8kfYLlRrrRosNo4d/V/oH9Abgx/u/UlBn6VpqiASPxiyMn4aAwN68U6x5YFm6bghBEHgxbgyDgtqjF/V8dPMPLhTftRgnF2S83XwMEyOka/Hl7Z2se2BZvt/CO4yNPefSwTeSGp2ahZc28t2dgxamiTJB4LmE7vzSbQpeDs4kluYw5sgvnCtIM46J8vBl+8AZDI9oglbU8+Hlgyw4vYNytalEvENgGHtGzGRMVDP0osj3188wYd+fpFeYmhFGe/mwbdRUnmvdCQHYlJTI8O1ruV4gpcoivbzZMvYJ5rWXtm+9e4uhG9dyLlvSELg7OvLloEH8PHo0/q6u3C8pYfzGjXx96hSqes+cIQlx7HlmGgNio9Ho9Sw9eYaJazeSUmRuQpkQ6M/mWZN5uW83lHI5h5LuM33tVoqqTMZqT3VryzeThkrbb99j1pqtlDUoi28TGcLvz08kwMOVe/nFTFu+ibRCy+aLALEhfnwwWXI7Xnv0CjfScs22j+rajM5NGqHS6PjwjwNGo0hDyGUy5o+TwM6mQ1fIL7Es93V0UDB+gPQy3rDn0mMZGhpCoZDzUQN/nx/XnXjsz9qLM1dS+WDp3+j1IkP7NGPhLOugJ6+oguc/2UxGXilBvu789M5EC9BTVF7Nu6sk1mhUz+ZG0APww85TnLuTgZODgm/mjjSCnm1nEll9qN5H54kBdIgNlwwKtx/hbEoGzkoFy2eOItjLHZVGy/w/d3E1IxcPZ0d+mTnWCHrWnr9qBD2v9+9hBD1n0jKYt303Gr2eIQmxfF4Peu4WFjJj2zaq1Go6hIaysh705FZVMmXHFlLLSglxc2fLuMlG0FOjUTPn4E4j6Hm1fXe+7jXECHpSy0sYs+cPLhdm4650ZO2AiWag50ROKhMPrCW3poIoDx+2DZxhAXpUOi2/JJ2h/74fWJNyDo1eRxf/xvzV9xm+7jjGDPSIosiBnFuMPraMxbf3UaGpJcY9gJ86TWNF56ceC/SANLdFuPoyrlE7Pms7joP9X+Gfvi/xYavRDA9rRZCTJ1pRz7XSTH69d5K559fSfd/nPHlqFd/dOcipghSqtSqz/T3fpAfvtJLm7t/uneety7vR6vWEu3mxecB04jz9Kait4olD67heLFmBdAmKYO2AibgpHTiXl8H0g5upUEv7lQkCn/ccxOSEluhFkZeP7mFLkvk7VSYILOjYhdUjxuLp6MT1/DxGbFrH6UxzKxa5TMbL3bqxctQo3BwcuJyTw6g//+Rilu335GNdx/8YH1MYEGNh7u/4BdluRyGKOtKyoxFRER50DqXCdmVSjTqRu3nDUMj8aBlm2zQws+JP7hZ/gr9LP1oH/mB1TGrFX1wu/IRA5870DLEuXk4u38/RvM8Icm7BqAjr+wGo0BSwIuUpBGTMi/sTF4WXzbH/5PzOyaLdxLu3YWbjt22O0+jVfH7nPXLqsmnl1Y65US/a7WAvfUbDx7cXc7/6AY1cwvmg2Zs2e3+BeTf3yRFDmNLIum4KQKfX8fHtPzlecB0HmYIvW82mtbdlA1RRFPkp5QC/pUqMxDPRfZkdY/lS0ep1LL1zkLWpkvlbV/9ovmg7AS8HS0uDzOpS5p/dwp3yfGQIvNaiH0/HdjbuUxRF1iRd5IurR9CKeoJdPPimywg6B5rfSztTb/POuQNUalS4Khz4oFN/xkc3Nzu2szkZvHx0D7nVlSgEGQvbd2NuK1Np/PnsLF4+tIecykoEJP3Da126G03Vympr+fDoUXbdlcBhvJ8fXw8eTNOAAOOx7rp1l48OHqVCpcJBLmdhz67M7NDWQkNzLSuXuRt3UlpTS5iXB79MHUtjX9NL99KDLOb/uYuKOhWRft6smj7G2J0bIKe0gmd/3k5aYSners78NGu0sZHlw7Fo7V72XL5LVKAPG1+batSmAOSWVDDx4z+orlPzyvheTO3X1uI3n/PlZq4mZzOqR3PemTnQYv8l5TWMfuln1Brdv2Z9wFzv88Xro+nR0Xrz3ceJyzczePWz7ajVWvp2jeeDF4dZrfzKKShn3udbyC2sIMTfk+VvTyDYz3IV/cI327l4J4PoUF9+e2eKsfmpLTHzmbvpzF/5Fzq9yNzBnXluiLRY+OXIBZbuPY1MEPh+xgh6N41Grxd5edPfHLh1DxcHJaufHk/LMOk33HL1Ju/slrRJ83t25oXe0n4uZmbx9Ka/qNNq6R8bzfejh6GUy7lXXMzkzZspqa2ldVAQv40bh7ujIwXVVUzavpm08lIaeXqxccxEY+VWfnUVs/Zv52ZRPg5yOd/0HmqmNTmfl8mzR7dTrq4jzM2T3/qNJ8bLVOG2PuUK71/aL6XGAiL4qcc4s87pelFkZ8YNlt46Rm59pVa8ZwCvN+9P98Aoi3njYeGyn6Mb8xP6MSq8jVnKXhRFzhQlsz7tFA4yBe18omjr05g492AUVlJr1kIURbJry7hU9MCYHsupLTMbIxdkNPEMpoNvY4aFtTSCrr/Sr/PW5d3oRJGBIQks6TgGB7mCMlUtTx/bxLXiHFwVDqzqNZ4ugZHSuRXlMv3gZsrVdbT0DWLtgInGa6UXRd47fYh1t68BUpf7Nzr2smCMMyvKeW7vLm4VFkhNSTt3Y27bjhbX8UFpKc/v2kVycTFyQWBRr17MaNPGOO6/cvb/YRguXF7muwSGfWR3bFZ+X9SaOwT5/oGLnT5cOn0V17OktEirsJvIZdZ/kKKaE1zNn4ObMo4uYTutj6m7ztHsp3GWBzA8cq/VMSWqB2xJm4FCcGZm7D82U1MAv6XOp6DuPkNCXqaFl/XO1QBFqly+TnoBAYFX45fh62h7dZJVk87nd99HJ+qY1ugZuvn1sjnWEMWqEt65+QkV2kp6+HVhTtRMu4BpV/Yxfk7dBsDMxqMYG2b7+mv0Wt5L/I1zxXdwkjvwTeu5NPW0DlTX3D/GTymSMHpKZHdejB9i9Tj2ZN/gg2s7qdNrCHH24tsOk2niaaXRnlbDe1f/YWeG5JMzJKwpn7UbgWuD/Pv1ohxeOrOT9KpSBGBO0y681KKnWR47q6qcl0/9w4V8aeIc1iieT7sMMpuMy1V1vHXyAP+kSrqcjkFhLOkzlDB3CVRUqlV8cuoYm29LK6/GXt58038wbYJMnj37kpN59/BhSmprUchkzO/UibkdOxorrfIqq3hn70GOp6YB0DY0mC+HDSLSx5xNSCsuZfb6v8goLcfL2YkVT4yiTbjpe+4VFDPn97/ILa+U+ndNG02zUFN1R0lVDXN//YvbWQW4OCr5/qmRdI61tDIoq65l7OdrKa6sYVb/DiwYYe4LtfXkDT5bfxgnpYKN70wjIsDLbPuNeznM+mwjMkFgw0fTiQq1rAJbtfU0q3ecx83FkT8+m2YBIh4VDfU+axZPJzjAeoGAvUi8m83CT7ZSW6ehW/toPnt1pNUmqpl5pcz/fCv5xZWEB3mxfNEEAqx0f/9l1zlW7jiDk4OCte9NpXGIdN62xMwpOUU8tXQT1So1w9on8OmTgxEEgX3Xk3h1nQSSFo3qzdTukq5m8b4TrDl1GaVczs9PjTFaGfx98y6vbpf8YJ7u3I7XB0hVWlezc5m5aRvVag09oyL5cewIHBUK0kpLmbx5MwXV1TQLCGDd+PF4ODlRXFvD5L82k1JSTKi7B5vGTjIK+G8V5TNr/3byqqvwdXJh1aDRtAs0iff/un+L18/sQaPX08ovmF/6jsO/vsGoXhT56tpRYxHCmMjmfNZpqJn25FT+fb5KPMzdcinFHOzswYvNejMqooWF7tCacHlGdDdmRHezSD0lV+TwXdJeLhabu6MDuCocae0d+T8CQgDZNaUNNEJpZNeYmFQHmYJv2k+iV6AEcA9m3+WlC9vR6HV0C4hieZcJuCgcqNaoefbEFs7mp+Mgk7O8+1j6hUmZj1sl+Uw7sIkSVS1NvANYN3ASvvXVcKIo8tXFk/x0TUpVdQoO54d+I/B3Ma/krdNqeO/4YaM4fWBUDIv7DcbD0fw61Wg0vHXgALvrm9AOj4/n84EDcVEq/wM+/9MwXLjsB5MJiVxvd2x+8Ryqa3fh4/k+Xu5z7Y69kdUOrb6Q+MDduDpaN+KrVj/gTPZQ5IILfRpdsvrCVesq2Vlf2TU68hhKK5VdksB5KFqxjomRv+PtGGnzuE4VrONM0Z/EundhTPh7ds9h9YNPSK68Rk+/kQwNsd+cdX/e3/yVvQlHmSPvNP0Uf0fLksWH41b5HT6/+y0iIk9HPkm/QPuAaXPGfv5Il0rX50ZPYFiIdUE4gFqnYdGNX7lSmoKrwolv2zxHrLt1QfemtDN8c1fa75CQNixqNtpq6WhyRR4vXdxAVk0pjjIF77caxfAwy99WFEX+TL3EZ9cPoBX1xHr480PnCTR2N71kqzVqPr5ykM33JZ+L5t5BLO02iigP0xidXs+KW+f59uoptKKeIBc3lnQfTtfgRmbftS3lFu+fPkS1RoO7gyOfdh/AyBhTGuNoWiqLjh4kv7oKmSAwp00HXuzUxTi5F9XU8P7hw+yrd3puHhjI4kGDiPMz9WTaeuMWnx4+TrVajZNCwWu9u/Nku9ZmFS7F1TXM2bCDxJx8HBVylowdSv8EE+NRUFHFnLU7SMorxNlBybdPDKNnnEmMX12n5sXfd3HuXiZKuZwvpwxmYEuTN4ghDl+/x8urdyOXCfyx8AmaRZhAuSiKzP1uGxeTMmkbG8qqlyZYeAW99sMujl25R8/W0XyzYJTF/rVaHXM+3sSt+3m0jg9l+dsTbHaMtxYN9T5NY4L48V/qfZJS81nwwWaqalR0aNmIL98cg6ODwmJcWk4J8z/bQlFZNY1CfFi+aDx+3pY6iEt3Mpj39Tb0osj7swYxvJukvWgoZu7cpBHL5kti5sLyKp5cspG8skraRYey4vmxOCgUXE3LYdbKrai1Op7s3oY3R/UGYOOF63y0S9I9fjVhCMNbSUzLoaT7LNgssQlPtGvJB0P7IggCt/LymbZhG5UqFZ0jwvl5wmiclAqyyst5YvNmcisrifP15c+JE/Fxdqa8ro4pOzZzu6iQQFc3No2dRCNPLwCOZNxn/qHd1Gg1xHj5snrwWCI8pG2iKPLd9dMsvS6l2IY0imNJ9+FGUW6dVsPLZ3exL1N6ob7UogcvNO9unIfzaipYdHk3pwskmYG70pG58d2ZFtPBYn6wKlwOb8O8BHPhMkB+XTkrUw7yT/ZVRESUgpxJjbri5+TOlZIHXC15QKXWvG2QAQi19WlMO5+ofw2EcmvKuFScxs6sq1woeoBCkPFx67EMC5NSfafzU5l3djM1Og1tfcNY2fUJPB2cUem0LDi9g4NZycgFgcWdRzC6sVQNm1xayNSDmyisrSbW05c/Bz5BgIvp/tubmsSrx/dSrdEQ6OLGj/1H0i7IvAG2KIpsvJ3IB8ePoNbriPT0ZsXQkcT7+lmM+/3qVT4/IbWtiPP15ceRI/GVy/8DPv+TMACfzJSOhMXY7z9VUr6YssoluLtOwd/7G7tjk/PHU6W6QKTvMnxcLSdXAL2o5nBaa0CkV8QpHOSWq0+A3WmDqdMV0jd0Db5O1sXAO9LnkV93kz5BbxPnaUnhGyKv9h5rH7yAUnBkfvwmlDLbZeK3Ky6xNu0LXORuLGqy0u5Yvajn2+TPSam6S5RrDK/Ev4PcDvNkPLecfWzM3IZCUPBe09eJdrNelWaItWm72ZIpMTQvxk2lf6Bl6bohanUqXr+2ipvlaXgqXVna9nkiXa0zVzuzLvH5zb/QI5LgEcKXbaYS7GzpH1ShruXNq1s5VSCBhCmNO/NK00FWKz4uF2Wy4PxWCuuqcFM4srjDKPqFmKdO9mXe5a3zeylT1+IkV/BO2/5MjmljBoJvFOXy4sndPKiQGKJnm3XklTbmDFF6RSkvHvmHa/V6n7GxTfmwW39jaXx5XR0fnDzCjiSpkiXex4+v+w+meYAEUEVRZHdSEh8cPkx5fWrrpa5deaZdO+NLP7u8grf2HOBMfZ+vzhHhfD50AGFeJkajRq3h5W3/cDTlATJB4J3BvZnaobVxe1Wdipc2/M2Z+xnIZQIfjOzPuPYmWwG1VsubG/Zx4EYKggDvjOnLpC6W4PL13/5h/9VkYoJ92fDqFBwaGC9mF5Uz8ZM/qFVpeH1SH57o3drss2m5JUx653f0osjPb06idVwoD0dWfhnT3/6DmjoNz47vytOjbd9n1iKvsJwZr/1BZVUdk4a3Y8GMx/P3Sc0sYv57myivrKVlQihL3hmHs5NlGvh+ZhEvfLGVkvIaosN8+X7ReHw9Lb2xriZn8dK3f1Gj0jCsW1M+mCUVP9gSM9eoNMxatpnbmQVEBniz9qUn8HR1IqOojKk/bKS0upa+zaL5dvpw5DIZJ5If8PwfO9GLIgv6dWVuH6lQ4NT9dOZu3IlGp2NUyyZ8MUoyG0wqKGLahi2U1tbRPiyEXyeOxcVBSW5lJVM2byajvJwob282TJyIn6srlWoVT+7Yyo2CPPxcXNg4ZhLR3pJu6LebV/jo7BH0oki30Ah+7D8KT0dJm6TSaVl0Zh/bUyU2YU6zjrzRrrcRqBfWVjHnxFauFefgIJPzRadhxhc6wO2yXJ49vYmCukqUgoyp0R14LqG70d/GENaEy138onmlmaVwuVqr4o8HJ/jzwSlU9b0LBwa35PnYQYS4mOYanajnXmUel0tSbQMhuSOtff49ENLodbx/bQd/Z19HQOCtFsOYFCkZf14rzuKZ0xuo0NQR7xnAmu5T8XNyQ6vX88a5v/kr7SYC8EH7QUyLk6pmU8tLmHJgA3k1VTT28ObPgU8Q4moCIPfKipl7YCf3yopRCDLe7dKH6c3aWKYG8/N4fu8ucqoqcVYo+KLvQEbGWZayX8rOZv7ff1NYXY2bgwMfduvGmLZt/wM+/zYMwCf9bgjhsSkI9tpR1OygoOQ5HB06EBqwy+5+04tfp7h6I8GeCwn2XGhz3MmMvtTpcukQvAEvp9ZWx5zIeZ782vO093+Xxh6jrY45nf8dN8u208J7Al0D5tv8PlEUWZEynUptEePCPyTa3dLt1hB6UcdXd+dRpiliQth82vn0tjkWoFhVxMe336JOX8vIkHEMDbZ+rA8fz9KUn7hUehVfBx8+af4OHkpLVqvh+F9St7Mr5xgyBF5NeIoe/pal64ao0tbyytUVJFdm4evgwXdt5xHq4md17IXie7x9bSPlmho8lS582uoJOvpZajT0op6fko6yMkXSB7X1acTX7Sbi52R53AW1lSw4v40rxRJYeD6hOy807WVGkefVVPLaud2czksDoH9oLJ93GmrmCF2jUfPxxSNsSJEYomY+gXzXY7iZTkGj17Hsyll+uHpOKo1392Rpn2Fmq6wDqSm8dfQQxbU1UmqrfSeeb9fJmNrKr6ri7YMHOfpAEua3CQ5m8eDBNPY2+Z9suHqDL4+eoFajxdVByZt9ezKpVQvjZKbV6/lozxE2XZHSfbO7tuflft2NLx21Vsf7Ow6y85oEwp7v05l5fU1aKJ1ez6d/HWXzOcl7aP7ALszp38lssiypqmHs52sprarl2UGdmDfU3NNm07FrfLnpKE4OCja/M40wfy+z7Z/+dpAdJxJpGRPCL4smWWVb9566zYcr9iGXCax8bxLNY0IsxtiLkxfv8eaXO4DH0/tk5pYy792NFJdVkxAdyPfvT8TVxXKxkZJeyAtfbKWsspa4Rv58/+Z4vNwtHeIv3clg4Xc7qFNr6dAkgiULRhl1Pd/9dZLfD1wyc2bW6fUs/HU3x2+m4u3qzB8vP0G4nxdl1bU8WS88bxYWyJrnJuDioORubiFP/ryJGrWG0W2a8unYgQiCwMX0LJ75U9LuDGoSy5JxQ1HIZNwvLmHqn1sorqmhZXAQvz0xFndHRwqrq5m8eTMPSkuJ8PRkw8SJBLm7U61WM2P3Ni7l5uDt5MSGMZOI9/VDq9fz8dkj/H5LKryYFN+CT3oMMC4+ylS1zDn6F+fzM5ELAh91GsjU+Nam61deyKxjm8mqLsfLwZkVPcfRMcCUVj2am8LC89uo0WmIcffjxy4TiXQ3X5QaHJeX3jlAVn0aKcY9gFeaDqLbQ67vWr2OXVmXWHXvECVqSfzfyrsRL8YPpbmXeVsMa/H/GgjpRT1f3NzDxjTJVuDFhP7MipXY87vl+Tx98k+KVNVEuvmwpvtUQl290IsiH10+wNrkeuF4q94817QLgiCQUVnGlAMbyaoqJ8zNkw0DnzDrYl+tUfP68X3GlPzomCZ81mMgLkpzQF9SW8OCA/9wOlNq3D2jZRve6tbLwuC0oKqKF/75h0vZ2ejr6kh7++3/qrr+N6F7RBNSpcLQrPTRXdodlZEA1GkeUdmlNDQrtd6lHUyVXeVq299rrOyqs6xkahgNm5beLLfdDBRAJsjp5CuxRyeKdqG10WHdEL6OfkyOeAqAv3N2cKv8ht3xhuOZEzWDYKdAitUlLE35kTqdyu74Z6LGMjCoC3pEvklay61yyxy5IdwUznzV+lkauwZRrK7gtWsrqX5o0jBER98Y1nadR4JHKOWaGhZcWsP1UsvmrzJBxryEfnzXYQpuCkeulKQz88xqtHrLar8AZ3fW9pzGtGjJYffHu6f47tYxszFBLu783mcyb7ftj4NMzqHsFJ48st7YHBDARenA510Hs7LPGLwdnblVks/YvesoV5nORSmT83L77mwe8QRh7p5kVpYzYfcGbhTmGccMjIrlwBRTt/elF87yzvFDxu2Bbm78PHo0Xw4ciJuDA1dzcxn9558U1dTUn7vA1Lat2P30NNqHhVKt1vDuvsOsvmAS8StkMj4c1o+FfboB8POZS6w9b6oOdFDI+WzcIOb2ltiBH4+eY9NF070il8l4d2xfY9uDHw6cZdfl22bXzMfNhbfGS52kVx+8SEmVeePCCT1b0S42jDq1luW7zlj8LrNHdcbRQcGNezlcvGPpnAswuFsTBnaJR6cXeeeHPRSV2u+A/XD06BDDEyMkUP7JD3u5aaf7e3Wtmpc/3kpxWTXREX58+854q6CnsLSK+Z9voayyliaNA1m2yDroScst4aV60NO5eSOWvGgCPZeTs/j9gGTS+cH0gcZ2FOuOXeH4zVQcFHK+mz2ScD8vAD7afpi0wlKCvdxZPnMULg5KqZfXn7uoUWvoFBXOB6Mkt+aSmlrmbtxJnVZLr5jGfD12CAqZDI1OxzOb/6K4poYmAf6snjTG2D9u3u7dPCgtJcTdnXUTJhDkLi0g3j52kEu5OXg4OrJ25Hhj+mPJpVNG0LOoUy++6GliXDV6HdMObuZ8fiZuSgdW9xtvBnpyayqYdHAdWdXlNHLzZuvA6Wag53R+Ks+d2USNTkMX/8Zs7D3TAvSodBpevbyZVy9vIqumFD9HN95vOYotvZ63AD3l6hqev/grX9zeSYm6mnAXX75sM5VVHZ99LNADkjA53iOEKZHd+brtNA70e4d1XeezMGEYPQOa4K5wolqn4nRhEsuS9jHj7I8MPvoZi66tZ1fWJQrqzJsvywQZi5oP49lYSVrw3d1DLL61F72oJ8EzkA29ZxBa35T5ieO/kVSeL3kltRvI/GbSM/319WN8cuUQelEkwt2LzYOnEOnuTVZVORP2/cndUlO1rqvSgR/6jeCdzr2RCwI77t1h+PY/uJRnXqXl4+zC7yPG8Xw7aV747cZVxm3dYNHlPcDNjXXjxzOjTRtclY/vZv0f8LERep31DueGUCokAKLXl6LTldgd61QPkuo09sGUa33n9wrVLZtjfBwlP5r8GtupuGBnKR2QX3uLWm2Z3e9s7tUfEEiqOEFK5Vm7Yzv69MdF7kZ+XQb78uxroKTxXenk0w09OlbcX8rdCtvnZQgXhQsvxT6Hi9yZpMp7LElejlqvtjleEASej3mC7n5t0Il6vk76nUpNtc3xnkpXvm49hyAnH3LrSliW/JfNscHO3vzc6Vl6BTRFj8iqe4dsju0TlMCfPebgpXQhvbrYmP56OBxkct5tPZh3W0lphi1p16yWxc9K6Mhfg2agEGQklRVa7bA8KCKOfSNn4ufkSoVaZTbBGKJ9UBh7xj2FQpChF0UyKsrMtvs4u7B88AjmtZcmmJxK8+8RBIHxzZuz+8knAahSq43l7oZo5O3Fuinj6RQhAfeGAMywj7k9OtK1sfRSqVFrLLYv6N+VNhGSQLxOo7XYPm9gF5qEBljdDtA5PgJBkBgmjdYcdMpkAsPqy7WLKyy7OQd4u9MuXjr23KJyi+2GY3h9Zn/CAr3IK6pg4eK/qKqxDcqtxdwpPWnVJIyqGhUvfbSFizeszzE/rTtOTkE5Qf4eLH1vAh5WwIwoiiz+7TDlVXXENfJn2aLxeLpZ7wW4dNNxVGot7RPC+fqFUWZtOg5clgw3h3dqYqzgAthzWVqRvzyqJ60aS+xWdZ2aI7ekhcW304fj5yGxkNcycsguq8DD2ZGlk6VO6wAH7qRQpVIT4+/D9xOGG9Ox59IzySqvwMfFmd+eGGfs2XS7oIDLOTk4yOX8MX48ofWr9tyqSnanSMfzy7DRxpRspVrF2nrQ81WvwcxpZV4J9OvtSyQW5+Hl6MSWwVPpFWrqyyeKIu9e2EeZupam3oFsHTjdTFNXqqrhjUs70SMyPLwZv3SfbNFpvUxdw7Nnf+dg7i0Ugpw5cb35u++LjGvUzkLonFNTyuzzK7lWmoarwpFXEoazsfuL9AlsZsEwVmpqUOvsLywNIRdkxHmEMDmym00gVKGp5XDeTT65uZ3hx75kyqnv+T5pLxeK76HRaxEEgfkJ/Xilab0dSepZXr+8BZVOQyM3Hzb0mkG0ux/5tZVMPvY7ZwseIAgCL7fqxVtt+gGwJukiL9T3+Qpx9WDz4CnEevqSV1PFhL3rOJ2bZjxmQRB4pmUH1g+fRICLK6nlJUzYtYEPzhymWmOa6+UyGa916c7KoaPwcHQksTCfkZvXsfT8GdQ60zOulMt5t08fdky17n9nLf4DPjZCr7W+8jOETOaCXC5NCBqtbZYBwNlBmlDqNPcQRctJ2xBeTlJVRLnqms0xQS5dEJBToUmlyobnj4dDMP5O8YjoeVBl30Mk2Dmejr7jANif8x3VdoCSq8KD8WGS+/Spot0kVdguzwfpBp8e+QwtPduiETX8eH8JKZVJdj8DEOYSyuvxL+Ikc+RWxR2+Tf4JjR2GSS7IeCF2CsFO/hSpSlmWssGu74qPowdvNZ2MDIH9eZc4XmCbjXKUK3m5yTDkgoyLxfe5UWqbjWvs5sfI8NYA7Mi07XkE8ERUWzyVThSrqrlYaH2fTbwDCXfzAiTjQ2sR6OJOaH0e3dD1+eHwcHCkRX1PHGuup4BxtRTkat00sK4e7Lg5OBDibpnGk8tkZJZJoKFDuKVwXKPTcT1bYpu6R1tW1dWqNdzKkQwQu8dGWmwvr6kjKUcCdj0SLLVf55IyEEWICvIh0Mvy+DILygCIDLTe681wu9hrDurm4sjS18fi4+lCSkYhr3+7E5Xa9vP8cCiVcr55eywdWjaitk7Da59t59i5ZLMxV25m8Nd+KYW56LlB+HhZ72N3+HwyJy7fRyGX8d7cwbhZYYQATt94wOkbD1DIZbw5vb9Zyb8oipy5JbHQ/dqa2InC8iruZkm/xcDWpr+fTclAq9MT4edFszBTwcKxJEnw2yuuMZ7OJnCw77Z0bqNaNjUzq/znjvT3IQlx+LiYwNr22xKT1y8qikhv0++06VYielGkY0gYHUJM99amu4lUadTEePkyIc685UxGZRlLr0k9u95p35cmPgFm23en3+ZIzj0cZHK+7TrSLJUsiiLvX91DQV0VUe6+fNp2hIVuL6umlOmnfuFqaQbuCidWdp7OvPi+Vo0C75ZnM+v8CtKqCwlw8uTnTnOYFNkVpcxSpL4v9wJjT33AiJPv8OrVFfyZdpg7FRkWiyNbYQ0I/dp5Ls9E96W5ZzgCAveq8lj34CTzL67mydPLyK2V0nNPRXfj8zbjUQhyDuTe4tlzv1OuriHIxYONvWfQwS+CKq2KZ06tZ2eGNGc+06QT33YdhVImY2/mXaYdWU+ZqpYAFze2DnmSjoHhVGrUTDu4mc8uHaVOa5rHOwWHc3DC04yPa46IpNMatPU3TmebLwgGRsVwcMoMBjSW/MS+u3iWkZvWGc1ZDRFgxdTQVvwHfGyEXmcf+AA4GNNd9oGPgzwcmeCCiAqVNs3mOE/H1gBUqO6g01t/iTnIPfCr1//kVtsGNVHukoDyfuVRu8cG0N1/Gn6OkdToytmf+71d0NDUswNdfYcAsDnzByo09tkuuaBgdtR8mnm0RK1X88O9r0mtenR6MNY9mtfiF+Aoc+BG+U2+T1mJVm/7JeOicOL1hBkoBDlni6+zL++03f238IriiUZSemTJ3S0Uqayv9EFifoaFSj4wa1LtX88xEdK4E/lJFKtsp0OUMjkDQqWKF0O/HGthWIWmVti+zu4GN2a1bQZCVb9CetgW3hD51RJLFmAD+CQVST25Yn19rWpgsssryKmoRC4ItA21LO2/mplLtVqNt4szzUMsq/wuPMhErdUR4uVBtL+PxfbTyenoRZGYQF9CvC3z96fupAHQLSHS6vFnFEiTeyMbwMdgcmirQ7whwgK9+Pa1sbg4OXDlThYfrthrYZBoL5ydHPhq0Rh6d45Fo9Xx7pLd/HNE0j/V1qn5/Kf9AIwa0JL2La3bLpRX1vLNWqly6qmRHc16bzUMrVbH0k2S9mxS/zbGdhSGyCgoI7u4AqVCToc4U6rl9B3pxdMsPBBfDxMgOHFXAkk9Exqb3QPHkqS/904wMSol1TVcSJMWZkOamsCTWqfjYH1TySEJpio9jU7HzjuSzmtsM5PLr1avZ+Nt6fpMbW4q5tDp9fx2S1p4Pd3CvP+bKIq8fW4/dTotXYMaMS7aHBQV11Xz0WWpKGJes27Eeppfv50ZiezLvoNCkPF1hzHGyi9D3C7LYdqpn0mrLiLIyZPfuz9DBz/rhRhnC5OZc+FnilWVxLgH8WvnucS4WxZViKLI7w/28+WdTWhFHWq9lsulKfySuofnL33HqJPv8s6N1WzPPEladd5jG2rKBRktvCJ4NrY/q7s8x/6+b/NJq0kMD22Lh9KZB9WFPHNuJfcrJRAxLKwlKzpPw13hxNWSDKaf/oXsmlI8HZxZ3X0qQ8KaohH1vHZxJyvunkIURUZFNuO3Pk/grnTkUmEW4w/+TmZVGZ6OTvwxYCITYlqgF0VW3brA0N2/canAtGD3dHTi695D+H3IeELdPMiqLGfqP5t588R+oyEiSPPSyqGjWDZoGL7OziSVFDF263o+P33cDEw9bvwHfGyEXmd7ZW8IpSIaAPUjgI8gyHBSSg95rcY24+GsCMNB7oeIhkq17bRQiKskPsupsXQZNkSUW28AcmuuUau17oBrCIXMgeGhryFDwb3Ks9wst53SARgSPI1gp0iqdRVsyvwe/SPcq5UyJXOiXyTevSkqfR3L7i0mvdq+3gkgwSOOl+PmoxSUXCm7zg/3fkZn57ti3CN4KlLq+fVL6nbSq23rKABmNB5IrHsYFdoavrqzye5k8lTjXsgQOF2YxN3ybJvjot0DaOkdhlbUszvrmt3vHxQqpV9OFdh24o7ykEDAg0p7wEdaZdpifECqbAF7wEcCaYGu1hmG5GKJcTKUtT8cFzKkyax5cKBZqwpDnLyfBkhsj7XGjieSpe094yKtAqsTd6Rr1LOJ9U7YZ+qBT/emkVaPLz1fegZsMT56vfTbP2yuZi3iIwP4auFIlAo5Ry6ksGTt0X/l7OygVPDhwhEM79scvV7ksx/3s3H3JVZtOE1OfjkBvu7Mm2bbzuHbdccoraglOsyXGaMsW6wYYsvR66TlluDt7swzIywr0c7cSgOgTXQILg2qxU7fkZ7NhtdSrxc5aQA+DX6D9OIyUgtLUMhkZkzdoaT76ESRZsEBhHt7mb4zLYMKlQp/Vxfah5kE4ifS0iiprcXXxYUejUyA70haKvnVVfg4OTMo2gSgDqbfI6uyHG9HZ8bGmreP2fngNidz0nCQyfm0y0CL++mjywcpUdUS7+XPnKZdzLZlV5fx0bV9ALzQtCfNvc1B/Mn8ZGaeWU2xqoo4j0D+6D6bGHdzNsl4HFmXePnKWmp1ajr4RrOq47MEOln6OGn1Or66s4nfHtR7iDXqy+qOr/FC7Gi6+TXDVeFEtbaO00W3WJayg5nnFzPh9Ed8eutP9uZcIL/O/vzeMLwcXBgY3Ir3Woznz24LaOwWQKGqgmfPr+JaaRoAHf2i+K3bLAKdPHhQVcS0Uz9zuywHR7mCbzuO5elY6V5acusoH1zdi1avp0tgJJsHTCPYxYPUihLGHfidxJJcHOUKFncbyup+4wl0diO1ooQJe//kowuHqW0AWHqFN2b/+JlMa9oagI13bzBwy2oOp5verYIgMDw2gQNTZjAqLkECU1cvMWTDH1zM+XdOzv8BHxvxqFQXmHQ+Go194APgrJTSXbVq24JjQRDwrPf5KbOT7gp2kYzFCmsvo9FZaj/AkO5KQETPrTLrhogNI8Apiu4B0wA4nPcT5ep8m2OVMgemRCzEQebE/aqbHC/c8cj9O8gceD56ITFu8dTqavg+5SuyauzrqACaezZhYdzzKAQFF0uv8NP91ejt0L4jQ3vT1rsJar2Gr+7+hkpnWx+klCl4u+kUHGQKLpYksSPbNksU7urLwGDpt1mTeszuMY8Ol1ifvzKu2H0htvMNR4ZAZnWpVQ0PQGP3euBjI9UFkqcIQIXaulAbGjA+VozvAAqMwMc645Ncz/jE2wI+mdLE0yHcshwcTMCnR3SkxTZRFDlRzxr0iLPcrtPrOXVX+rw14JOSU0RhRTVODgraRFl+v06vJ6M+1fUoxsdeqqthtG8WwftzByMIsO3QddbstG9/8XAo5DLefG4Qk0dITVSX/X6Mzf/U94ybO9CqmBngzLVU9p2+g0wQeGv2QJQ2fs+yylp+3ilp9uaO6WY1FXa6Hvh0bRZp/JtGp+NskrTo697UdK3v5BRQWFGNs4OS9g2u8bG7EiBtHxmKu5PpOw7dlebEgQnmAt899WmuwfFxZn5IhjTXqIQEs8qd9TeltN+Eps3NQPuviZIge2rTVkYHcoDSulo+viixYS+26kZjD3P28HBWCrvTbyMTBL7sNNws9asT9bxxaRdVWhVtfMKYHdfN7LPbMy6z4OJ6anVqOvtF8VvXWQQ6W7KPoiiyKuUQn97cjk7UMySkNUvbPYWb0rIZbrW2jkXXf2Ff3kVkCCyMH8/s6GE0dgtibHgPPmn5NDu7f8SP7V/kmaihtPOOxUGmoFhdwaH8K3x1dxNPnPmEqWc/45u7Wziaf40y9eMJ7wOdPFnV8VlaeTWiUlvHCxdXc6JAYt1iPQJZ1/1Z4jwCKVJVMfPMak7mJyMTBN5sOYB3Wg1CADY8uMz8c5up0aqJ9wpg28CnSPAKoKiumsmH1nEsR7oP+oZFc2D0LCbEtEAEVt+5xJBda4ymrCCl0T/uPoCNw58g0sOLvHoH7peO/E1JnUmb5+PswtKBw/h52GgCXd1IKy9l0vZNfHbq2GOdN/wHfGyGXpf9yD5cSqXE+Dwq1QUm4FOnSbY7zsuxXudTZ1sj4u7QCDdlI0R05NXaFiS38nkCgBslGx/J+gB09B1HqHNT1Ppa9uR8g2gHYPg7hTIyZBYAB/M2kV5tv4IMwFHuxPyYV2jsGkO1rorvUr4kp9Y2e2I8D6/mLIidg1yQc7b4An9mbLE5VibIeCnuSbyU7mTU5PLrA9viZYBGroHMjRkBwIp7u0mvtg34ZkT3QkDgaP4t7lfaHjc4pDlOciUPqoq4UWobQLspHYn3lFaLhhL3h+NxUl0G0aW9VJf6kYyP/VSXAfjE+Vr3lzIwPh2t6HsKKqu4k1eIAPSwou95UFRKdlkFSrmcTlGWDs03M/Mpq6nD3cmR1o0sy8gNaa4OMeFmGhZD5JVUotbqUCrkBPtaL3PV1TM+1tgoW9G/czwvT5NSyqu2nmHH0UdXLjYMQRCYN70Xz042OU4P7dOMzm2sp02qa1R8sVpiY58Y0pZm0ZYpRUOs3HGGyhoVseH+jOrZ3GJ7nVrL5RTpnuvWAPjceJBLZa0KL1cnmkWYUpIn6lmgrnGNzHySDMCnT4M0V7VazdkHEnjqnxBt/LtKq+VQijRXDm1iSnOV1dZyJFXaz7gGaa6M8jJOZKQBMLmZKc11ozCPi3nZKGUypjU1dWEH+OzyUYrraojz8mN2M3N7jgp1He9elNicZxI60dLX/Pr9lnKeC0XpuMiVLO4wyoz9+yfrBh9c34lO1DMirDXLOz1pFcho9To+ubmdX+5L4GtGVG8+aDHBqp6nsK6MBVd+4FJpMk4yBz5p+TQjQ7tYjJPL5DTxiGBqZD++bjOX3T0+YUmb53iyUX+aejRCJsjIqS3m75xzfHTrD8acep9nLnzDjym7OFd0h1qt7XnB08GFZR1m0sM/AZVey+tX1rEjU+rHFujswW9dZ9HZL4panZoFF9ezPUMC59NjOvJ95/E4yhQcyU1h+ok/KK6rJsjFnU0DptEtKJIarYbZxzez6d61+u9yYnG3oazpN54gFzfSKkuZtG89H1w4RE0DUXPnkHD2jp/B7JbtkdVXfg3YvIZ/UpPMFpL9G0dzYMpTTGwqaYQ23Eq0eZ4Px3/Ax2ooAQ2i3vbLDRqWtKc9EiQ51QucazX2AYJnvX6nTHXNLlsQUs/65FTbT3f5O8WjEWu5UrzW7veCVLI+NPQVlIITmTWJXCrZYXd8O+/etPbqjh49GzKWUqN99ErDSe7MCzGvEuHSmEptJUuTPye/LveRn2vn3ZrnoyWgtS/vEBdKLtsc6+3gwcJ4ib3am3uKM0XX7O57dGg3OvjEo9Zr+fT2ejQ2tERRboH0CZQmZntaHzelEwODpXHbM+0LwNv5SS96W8DHwPhkVZcZ01UPhyHVVWE31SXdn9bEzaIoNmB8LFNdNRoNGeWSBspaqiuvsoqMMqmTfPswS8bl1P16zUhIID6ult5YJ+vTXB0iQ3FxsCxJNb504xuhsMLInH5Umqte3xPu72nTdVmn+3eMjyEmDGxjTDd9tfowxy89Wr/WMARB4KlxnfngpWGMHdyaF2f0tTn2h00nKSipIizAk2fHdbU57l5WEduPSSDslcm9rZ7zlXtZqDQ6Ar3diAo2gVkDiOyaEGn2OcNv0JBxq6it43K6tHDpFW8CPqfvp6PW6Yjw9iTaz8S4nHqQTqVKRaCbK20bpLn+TkpCrdPR1N+fBH+T3mbjrUREoEd4I6M7M5jYnuFRCWYM5ZncdLbcS0QAPu8y2OJe//LaEfJqK2nk5s2LLXqYbbtbns+SW9Iz/VarQUS4mY47q7qETxJ3AzAtqguftB5jFchUa1W8fGUtu7MvI0PgzaajeD7OMtUGcL8qh+cvf09qVS7eDu4sbfs8XfyaWoyzFg5yJW28Y5gVPYTl7Rewq8fHfNryacaF9aBxvSnr/aoctmQeZ9GNXxhx8h3mX17G6tR9XCu9j/qh+c1J7sCXbaYyIrQdekQ+u/UXq+9L6Vs3pRPLOz3JiLDW6EQ9H1zfyfKkI4iiyKDQJvze80m8HJy5UZrDxGNrSKssxl3pyK+9JjG2cQt0osiiC3v4+voxtPWsap+waA6MeoYnYltKouY7lxm8aw3n8kzyEmeFkrc792H7qKnEeftRXFfDvEO7mHtwJwU1pveMh6MTX/YdxB+jxtM/KprHjf+Aj5WQyaWbR2/HTwdAIQ9BwBFQo32EGNpZKQlZVdo09HrbKQkPh2YIKFHriqjT2mZDDDqfvJrTNkGXIAh08pPaadwu20WF2r7mBcDbIYQ+QbMBOFHwG0V1ttNRgiAwOvRZfB2CKNMU8XvaF6jtnJshXBSuLIh9jVDncCq05Xyb/DmFqoJHfq6zbweGBUteQqtSfyevzvZn2no3YVx9D6/vU9ZTUGebMREEgdebTMJD4UJKZRa/1+farcXT0b0BOJSbSHp1kc1xBpHz/uyb1NhZcbXzlUSll4us3z9+Tq64KR0RgfRK66ydKdVlB/hobTM+pXW1aOonpYd76ACk1LM9fi4u+LpYApeL9WmuJgH+ZukOQ5y4lwZATytpLoATyfUv1XjrTEdDUe3DUV2n5lqqdF93a2J9/+l5BmGzpWjaEAaNj/wR4mZrMWd8V0b0ao5eFHl3+T9cu/vvO0cP6N6EV57pj5ur9RTXlTuZ/HVYAjOLnhlg9OF5OERRZMmGY+hFkb7tYmmXYN0f5vTNNAC6NjXXVJ26banvKaqsJjFTEr/2bCAeP5WSjlavJ8rfhwhfL+PfjyRL7E3fuGizfe+9W5/mSogzY9YMaa6Goma1TsfmOwZRs8mtO6+6kn/uSzrJWS3bG/9ep9Py9jlJGD41vg3tAswB+Nn8NDbUMw9fdBpqJlhW6bS8dmEHGr2OfsFxTIhsbdym1etYdHUb1VoVbbwjWNjEOpApqqtg7oWfOVeUgpNcyeK20xgbYV1/dbkkmRcvL6dIVU4jl0B+bLeAeI/H8/GxFq4KJ7r6NWN+3GhWd3qNbd0/4N1mTzIsuBPBTj7oRD23ytP4I+0gC6/+yMgT7/DatZVsSD9CXq00Lypkct5pPpYZUb0BWJFykK/v7EYv6lHKFHzSeozR62dl8jHevy5dr7a+4WzsPYMwFy8yq0uZeGwN14qzcJDLWdx5uNHr58dbZxh74DfulklztoeDI190HcLv/ScQ4upORlUZT+zfwHvnDpqVtLcOCGb32GksaNsFhSBjf1oKA7asYVvyTTNioHt4I74dYLth9cPxH/CxEjK5dBM+qrJLEOQoFNJk/Cidj0Lmh0LmA4jUaW2nu+QyJ9wdJdGrPZ2Pr1MrlDIP1PpyiutsU+yhrm0Jc+mAHi0Xi361e4yGaOU1hCi3DuhEDX/nLEYn2lbNO8ldeLLRqzjJXEivucsfaV890twQwE3hzouxbxDsFEqZppRvkz+nRG0bSBhiYtgY4t1jqNXV8n3KCrseP1MbDSPWLYJqbS1LktbaFUb7OXrycsIEADakHyGxzLr4Os4jhO7+CegRWVvfzd1atPVpRCNXX2p0ag7k2BaqG4DPnfI8qrWW5yIIAlH1rE9qpXWdj1HcbAP4iKLYQNxsyfgY0ly+zi4Wzqjw+MLmjhGWaS6tXs+ZVAk894iJtNherVJzKU0C+A17dRmioLyKO9kFCAL0sFKxdT45A61eKrE2mOw9HGmPEDYbjhP4V324DCEIAm883Z8ebaNRa3S8tmQn9zItPZX+p1Gn0vDZL1JH89F9WtCuqWU60BAnrt3n4p0MHBRyFky03b/u7O00wFzfk19WRXJOEYIgMT6GMOirmoYG4O9hYliOWklz6fR6jhqATwMWSEpzSX8f2qCa635JCdfz8lDIZIxIMHVQP5CaQnFtLYGubvSNNO1n7a2raEU9HYPDaO5nSsUtv3GGBxWlBDi78Xpbc2F4rVbDW+elps5TYtrQKdA83frtraMkVRTg6+jKJ22HmwGblSnHuV6aiZvCkc/ajrPqgPygqoBZ51aQVJGDt4MrP3V4hh4BCRbjQCpXf+P6z1Tr6mjlFc2ydvMJcrYNyP8n4ePgTt/ANrzaZCLru77N+i5v8WrCBPoGtMZb6YZKr+FSSTKr7v/DrAtfc7VUYikFQeD5uIG8kjAcgC0Z53jn+ibUDbx+3ms5ErkgY0fmVV64sI5qrYoodz8295lJc+9gytS1TDvxBwez7xq9fr7tOgoPpRM3S/IYtW81P9w8habe4LVXaBT7R85icpwEbtcmXWHQrtWcyTUtuB3lCl5u351dY6fR3C+QclUdrxzby4x928iuqvgfXaP/gI+VkMml1YLuMQTODo+p8xEEAad61qdWbd/Lxqu+rN2ezkcmKAh2kehue9VdAJ38nwXgXuUhiursa4wMxzo4+CWc5O4U1N3nTKF9s8Jg50hmNn4bB5kTKVU3WJ/xLTo7fkWG8FB68lLcmwQ4BlGiLuLb5M8pUz+qAk3B/JhncVe4kV6Tydq0jTbHKmUKXkuYgbPciVsV99mUsd/uvnsFtGRQUHv0iHx+e71NV+enoyVdx56cq+TUWD9eQZAaE4IkcrYVQS4ehLp4ohNFrpdYZ/gepfPxeERVl0avx7A2ssb4GNJcATYqupIeKWyWjtuavudGdh7ldSo8nBxpGWpZxns+NRONTke4tyeNGrAGhjiZlAZAi/AgfNws2SZDmqubjTQXQHq+dN0iAmwDH72xnP1/NiUq5DI+nj+UlnEhVNaoWPjVdnKL/meT8sPx87YzZOWX4e/txvzJdprxarTG8vUpg9oR6m+9E3x2UTlp+aXIZQIdExo4Fdens5pHBOHdwAzxhJVqLq1Oz8mU+jL2BgDnalYuZbV1eDo50jbclM46mZpOtVpNkLsbrRvYHWy/JS0KekVG4teATfzzprSYm9S0uRGM12o1rL8jiZ1ntTCxPcmlhay4KYnLP+zU3/g8GOLbGydIryol2MWdN9qYpxLPFaSxJkXqxv5p2+Fmfj5XitP5OVm6nu+2HEmoi+X9c7XkAbPPryS3roxwF19+7TyXZlZcmKVy9QN8eWcTOlFP38A2fNX6WdyVlve0KIr/qkrwURHs7MuwkM6823wa27p/wK8dX2Ve7Cji3MOo0al449oqjhdcN46fFNmVT1pNQiHIOZSXyMLLv1NVPxeOb9Se7zpMxkmu5EzhfWae/pXCukr8nNxY13M6vYNiUem1zD+3hXX3Ja3QqMhmHBj+LP1DY9Ho9Sy5cYJx+3/nTqnE/rg7OPJ5l8GsGzCJUFcPsqrKmXJgI2+f3U9VgzmtqW8AO0Y/yesdpd6ExzMfMHDLatbdvmbmbP848R/wsRIG4PM4Xj6PW9IO4PwYJe1g8vOxx/gABLvUl7Xb8fMB8HOKI8ZdSvucL1z1yOMEcFP6MDD4BQDOFW0mp+aO3fGNXOOZ3uh1FIKS2xUX2JK53G71lSE8lV4sjFuEn4M/haoClqZ8QYXGtqcOgI+DN/NiZktC48KTnCy0LfAOdvbn+ZhJAGzK2MfNcvsajBfixhhdnX++/4/VMc29wunkG4NO1LP2gW3WZ0R4a2QIXC3N4EGVbTbLlO6ynlo1VnbZKGk3pLpsMT4NXU6tAZ/8x6zosiZsLqquJrVYOq72Viq6TtanubpFNbJaKm5Ic/WIb2yjjL1+u5U0lyiKJuBjw78HMFZ02WN8DOJmufzfp7oM4eSgZPHLo4gK86WwtJqXvtxGWWXt/3h/ALfv57FhrwSc33y6v02jQoBNh66SVVCOr6crM4ba7rtnKGNvGRWCu7NpfyfrWaCG1VwarY4zydLqu1eTBgAnI4eKWhVeLk60jjABmSNJ0jzYM7axGXu4pz7NNbRBmkun17PD4N3T1KRvuV9azLnsTGSCwKSmLYx/35Z8izJVHRHunvSPkOZdvSiy6Ox+NHo9/cNjGBxhYpMArhflsDpJ6kP1cYchxmcFJLHzG5d2IgITI9vQN8T02QpNLW9d3YYekRFhrRkS2oKH41BeIi9cWkOFppbmnuH82nkuYS6Wz4hWr+Oru5v47YG08JrSqK+xmvThuFRyixkX3mXyuTd44/q3/JiyiX9yTpBYlkKFHUf6xw1BEIhyC2Z8eE+WtZ1PD/8WaEQdH978g51ZpnYuA4NbsbTdU7jIHbhYfJ/nL/xCsUqqPO0ZGM+ark/j4+DK3Yo8njy1ivuVBbgoHPixy0QmNW6LCHx0bR+LE6VWFgHObqzsOZ4lXUbi6eDEzdI8Ru9fzbJEE/vTPSSS/aOeZlq8tGD8M/kag3au5lROmvG4FDIZz7fuxJ5xT9EuMIRqjYZ3Th1k8t+bSC9//LL+/4CPlTABn8f38tFobXuxGMLZQWJ86h4BfAwOzlXqJHR6S4t9QwS5dEVATqXmAVUa+yCtg98sZCjIqrlIVrVtYXDDSPDoQVPPPojo+Tvn60fqd2LcWzKl0SvIkHGt7CQ7s395rJWLt4MPL8UtwlvpS15dDkuTv6BKa7282xAtPJsyJlSiZNekrSOrxrYeqndAe/oGdJT6ed2139LCVeHE600koPR3zjlyaq2nl2bWsz67sy5b9L8xRICTB90DpXLeHXZYn7YG4GOzsst+SbthhWtL49NQFG0v1fU/YXwu1rM98f5+eDlbVrmcMJSxW0lziaJoFDb3sOLWrNZqOZsivXStlbE/yC8ht7QSB4WcdjGWbBNArUpDXql0L9kqZQcT4/Nwq4F/G55uzix9bSyBvu6k55byytd/UVv37w3WQAIdn/5yAL0oMrBrAt3aRNkcW1xeza+7JdZj3rjuuDpbeikZ4kw9wGlYzaXR6jhfX8beowF7diUtm6o6NT5uLlbdmnvGNTZLDxr0Pf3iTULTOo2WI/ckQDSkQTXXmYwM8qqq8HR0pE+U6dzW17M9fSOjCHGXqvD0osjqRGnemtminfE7t9+/yeXCbFwVDnzUaYAZeFbrdLxx/h/09SZ7fUPNG8N+dG0vubUVRLh6s6jVQOPfRVHk08S/yaktI8zFm7daDLO4huvTTvH2tY2o9Vp6BTTlx46z8HKwfH6M5eq55uXqMiv32b7c03x8axUl6nKqtbXcrkhlb94pVtzfwluJ3zP13Js8df5t3k1czi+p2zmYd5bkynS7/QzthYNcyfvNpzMipAsiIkuTt7EmdZ9xzu7oF8NPHWfj7eDK3YocZp9fSXaNtMhp5hXKuu6zaeTqS25tOdNP/8Kl4jQUMhkftRnKwmbS/Phz8lleufAXap2ULhvduDkHhj3LgLA4NHo93yaeYMz+37hTKhUSuSkd+bjzQNYPfIJwN0+yqyt48uAmFp3ZZ7awi/HyZfOIybzftS/OCiXnczMZu/PRbZQM8R/wsRIyhTSJPp6Xz+OXtDspH6+yy0kRhKM8CBEd5aqbNsc5yN3xqwdJ9qq7ADwcQmjqJZn7nS9cabdUvWH0D3oeN4UvZeocjuX/8sjxTT3aMzF8AQIC50sOsDdv3WOBHz9HfxbGLcJT6U1OXRbfJX9Jtdb+CmdM6HCaezRBpVfzXcpK6nS2gdncmImEOPtTpC7j+5T1do+pjXcMHXzi0Yl64yrt4Wjr05g23pFoRB3rHpyyfYz1nj67sq4ZVzYPRzs/CfhcK84yak0axqNTXfXl7DZSXQbg4yCTW2VV7Hn4FNfUGJuSxlhhfC5m2E5zFVfXcDNHmtCslbHfKygmt7wSR4Wcjo0tP385NZsalQY/dxeahFiaxBkchttGh+JiQ+xrcGz2cnXCy0YvKwCt7n/P+BgiwNedpa+PxcPNiVv383hr2W60Wtv6Mlvx+64L3M8swsvd2Vg2byt++us01XVqmkQGMqyr7eogtUbLhSRpXmuo77n6IIdqlQRwmoRZlrH3iI80c7U2lLE3dGtOLSrhQXEpSpnM7Pc+nvqAarWGEA93WgWb0p0GUfOIhAQc60vk67Qatt6V0l8NRc3HMx+QWl6Cu9KBCXES+yLWuwEDzG/ZhRBXc6uCn26fIbm8EF9HF95tO8Bs2z+Zt9iVeRMZAos7jMZVYQKKf2ddZ292InJBxhdtx+PaoA2FTtSz5M7fLL27BxGRCRGd+aLNFJzklkCzUFX+WOXqoiiyNm03y+9tRI+evgEd+a7NG7wS/xQTwgfQ0ac5gU7Ss1eiruBa2V12Zh/l+5T1vHLtayaceZXZFz/kk1urWJu2mxMFl0mvzrFZndow5IKMhfHjmNFYAn5r0w6yJGmrsUVGE89Qfu40hxBnb7JqSoxaJoAwVx/+6D6b1t7hVGrqmHPud/ZlJyIIAs8ldOer9qNQCDL+ybrF9JPryKyWnkV/ZzdW9BjH0q6j8HJw5nZpPqP2reG7xJNGdrprcCP2jXyapxKk+XNDynUG7fqV49kmgkEukzGzeTv2j59B15AITAn9R8d/wMdKyOTSJCzq8xBF+2ja4OWj0+Wi19t/URtSXRpdPlpdmd2xXvVl7eUq+z2fDNVduTX2010AbX2noxScKVIlkVp57JHjAZzkbgwNeQWAa6X/8KDq0WxRa+/ujAmVdEUnCndypGDbY31XgFMgC+PexF3hQWZtOt+nfEWtznaqQCbIeD7mGbyVXuTU5fLrgz9sAhpnuSOvJcxEIcg5V3yDvbm2wQrArCipLcehvCukVedZHWPQ+vyVeYESG+0pegbG4+PgSrGqymbj0liPANyVjtToNCSVW1ooNHKXmIoydS2lKksG0EDf12o1VsGVqV2FdbM7e6kuQ5orwtPTqiOz0bgwwjLNdbpe1JwQ6E+Au+W+DW7NHaPCcbZWxn7XlOay1krilMFh2AobZAiDsDnCDtsDGNOy/1ONz8PRONSXb14ZjaODgrPX0yTmRv/4E/P9zCJ+qzdFfGV6H6td1w2RlF7ArpPSAumVKX3stt24dj+HWpUGXw8X4kJNpeOn66u5ujVpZPZ5a2XsaUWlPCgqRSGX0T3GBHAMouZOkeG4OZrAgqGaa0hCnBF4V6pUHLgnpZ0bprn+SUmmQqUizN2DHuGmfRtK2CcltMSt/j48mZNGclkRrgoHpsab+/kklRXw4y3JkPT99gPxcTJpafJqK/jg6h4AnkvoThtfE+jOrC7h08S/pW1xvWnpbdLr1Ok0vH1tAxvTpZTQgvghvNpkhFWWMLUql3mXvntkubpGr2FJ0lq2ZEqVpJMjhvBS3JNEuYXRO6A90yNH8m6zOfzS4QM2dVnM161e4YXYKYwM6U1rr3i8lFJfury6Is6XJLIl8wCLk35j/pXPmXDmFeZd/oyv7qxhU8Z+zhXfILe20EKCIAgCTzUexML4cQgI/J1zjg9vrjU2So1w9eOXTnOIdQ+mRF3F3PM/c6lYWuh7ObiwqssM+gU1RaPX8fqVLfx+/zSiKDK6UUt+7jYZV4UDV4ozGXFwJevuX0QvigiCwMjIZuwfNpuBYXFoRT3fJZ5kzP413K5nf1yVDnzYaQAbB00mws2LnOpKnjq0hTfO7DVjtyM8vPhz2EQ2Dp9kcX1txX/Ax0oIMl8QnAERvc5+Cbhc5oVMJqHxR7E+cpk7DvWg6rF1PnXX7I4zAJ/C2is2XZwN4azwpmW9qeGFol8eS4AMEOnWhrY+Elu0J2cJtY/4HoCOvgMYFvwUAAfzN3KqyLpe5uEIcgrhpbg3cZW7kV6TyrKUxXaZHE+lBy/EPosMGWeKL3CkwDYAjHEL56nGppYWaXZaWsR7hNPDvwUiImtSrbM+HX1jaOYZhkqvYX2adSCllMkZHiatXG2lu2SCQBsf2+kuF4UDwS7SatYa6+PWAJBUqS0rw4wVXQpLTQHYT3XZq+gqra0lqVACRtYYH0MZuzW2B+CUnTQXwEk7bs01Kg2X70lsU7cm1vcPj+7RZQiDj8/jtKx43GgRG8JnLwxHLhPYe+oOyzfZZ2WNx6LX8+kvB9Dq9PRoG03/zvE2x4qiyDcbjiKKMKhTPK1iLA0eG8apm/WeSE3NGRxr+p6MojIeFJaikMnoGme6xoY0V4fIMNwa2Bccrtf3NKzmqtVoOHJPGj+sQZprb3IydVot0T4+tAwysUB/1js1T27W0pjOSiop5FR2OjJB4KnmbY1jf70jiWcnxLYwEzTr9HrePL9H0v2ExjIsoolxm14UWXRpN+WaOpp7B/N8E5Ofj0av480rW6nRqWnr04hZsSYheVW9s/GR/FsoBTmftJrEk417WGVQL5cks+DyDxSqyolwCbBZrl6lreH9mz9xrPASckHGi7FTmdJoqNV9gtSPMN4jkoFBXZgdPY6PW8znj86fsa7TZ3zWYgFzosczOKgbTTwa4yJ3QifqyajJ5WTRFdal/82nt3/m2UsfMfHMayy8upjvkv/kSqlJuzkytCvvN5+OUpBzsjCR166vokojLTz9nDxY2XE27XwaU61T8eKl3ziUJ9kNOMmVfN1+IlMaS60svrm9ny9v7UEn6ukWGMXOfrPp4BdBjU7DR9f2Mf3EH2RUmdifn3qM47uuo/B2dOZOWQGj961h6Y0TRvanc1AE+0bOZGaTdgjAppQbDNz5C0ezzNtZxPtY71lnLf4DPlZCEARTSfsjvHygQeuKx9D5GHp2PVLnY6jseoSRoZsyHHdl5CNdnA3R0mciTnIvKjTZ3C37+5HjDdErYCY+DmFUa0s4mLv8sT7Tw38E/QMnAvB3zhoulhx+rM+FOofzYtwbuMhdSK1O4cd7S1DbaNoKEO8ey6TwsQCsTd/Ig2rb3kMjQ3rTzrspGlHLV3fXUGenpcXMxoMREDhReIPkSktvFkEQjKzP1oxzlKut67GMjUsLkimqsw4aDekuWwJng87HWpd2pUxu9CWx1rbCMIE4WCnFhQapLhfbjE+slTTXpXp9T7SvD74PGRPqRdFoXNgzxhK4VNWpjOZ3PayUsWcUlZFWKLEKXWIty7cv38tCo9MR7O1OYzv+PI9Tyg7/b8TN1qJbmygWPSOlEf785xLr9zyaMd207yq37+fh6uzAazP62nwRAhy+lMLV5GwcHRTMn2C74gugpKKGv05LzFCvViYNTm5JBffzipEJAl3iG6So6vujtW0caiaCtpbmKqmu4WqWZETaJ87092P3H1Cr0RLm6UHzIFMKzejd07Sp8fxuFxZwNT8XhUzGhKYmt2mDtmdwZCzh7lKl2r2yIo5nP0AAZia0MzvPNUkXuV6cg5vSkY86DDa7fuvuX+R0QSpOcgVfdxht1nV9ZfIxEsuycFc48XmbcUYmRxRFvri5g+tl6bgrnFjWYaaxfc3DsS/3orFcvaVXFD+0e8FquXpBXQmvX/+WxPIUnOVOvNdsLv2DLPupPU54OrjTwiuW4SG9mBf7BF+1epmNXb5idcePeL/ZXGY2HkWfgA5EuYahFBSo9GruVWVwKP8c79/8kZ3ZJjPWXgEt+ar1s7jKnbhRlsqLV5YbGzi7KZ1Y2m4GfQOboRF1vH1tI1szpIo4uSDjjWZDeLXpIADWPzjPq5c2UafTEOHmwx89p/Nuq8E4y5VcKEpnxKGV/HHPxP6MiGzGvqGzGRQej1bU8/3NU4zev4ZbJRLb7qJ04P2O/dk0eAqR7t7k1VQx8/BWXj31D+WqR3vHPRz/AR8b8bhePvD4XdrBJHB+lM7H3bEJMsEBjb6MGjsd3aFB09JHVHcBOMhcaOcrMTGXi39HY0c83TCUMieGhb6KgIy7Fce5U37ssT7XL2AC3f2klhDbs1Zyo+zMIz4hRYRLJC/Evo6TzInkqjv8dG8pGjuePcOCB9LWqxVaUcv3KSup1lo/L0NLC2+lB5k1efyaut3mPhu7BdEvUKLQV6futTqmu38Cse7B1OjUbEq3fm6GxqU6Uc/urOtWx7Q3CpyzrALdxkYvHxs6H0NllxWdj1HjYyXVpdPrKayRGB9rqa7HETZb8++5mZNPaU0trg4OtAm3bK1wLjUTrV5PI18vq2Xshpduu8ahZqyCIYzd2JtYb2pqCENzUnul7NCgO/v/UtxsLYb3bMbzk6S2FN+vP86+07YrJDPzSlm5VUrRLJjSiwAfd5tj69Qavt8sPfPTB7cnyM5YgJX/nJN0QBEB9G5pAj6Ga9kyMhhPV5NA3Vqaq7yBW3PvBoaTx+89QC+KNAnyJ8TTpLUx9OYa2sSU5sooK+NidjYCMKqJiY1Zf0sSNQ+KijEaaRbVVvPXPQkkNSxh//WOlPoaEB5LIw/Tb5teWcqSG1Kl5dtt+hHkYrom9yoKWZwoLb7eaDGAKHfTPX25OI1fUqRr+V6rkQS7eJnOIecqB/JuIBdkfNtuBm19LEXmpnL1jVK5ekBrFreeY7Vc/V5VJq9e+4bMmjx8HDz5suWLtPVuYjHufxOCIODv6E17n2aMDevPy/HT+a7tG2zp9g0r2r3Loiaz6BsgVf79krqd3x7sNM47rb1jWNp2Hj4O7qRW5/LC5R/IrJF8qRzlSj5tPZlx4Z0QEfnq9i5WphxErAcw06O7sbjdRJQyOYfz7jD77G+UqqqRCQLTYjqwu/8cOvk3olan4ePr+5h2Yi0ZVdKc5u/sxo/dx7Ks22h8HJ25W1bA6P1r+PbGcePirWNgOHtHzmRW0/YIwNb7Nxmw81cOZf47x/T/gI+NkCkeH/gYdD7qf9Os9BGMj0xwwMNBWvWUPyLdZShrz605jf4x0ldNvEbgoQyhVldCYunWR443fo9zPF38JgNwIHc5lZpHGw4KgsCw4Ol09OmPiJ6NGd9xt+Lxqsoau0YzP/Y1HGWO3Km8yarUZWhtCPYEQWBu9Ez8HX0pUBWyKnWNTabMy8Gdl+OnISCwL+80p+20tJjReBByQcb54rskllkyehLr0xuATelnjH4XD8ejGpe28AlBKcgoqKskq6bMYrtB4GyrssvdTmWXkfGxUspeUluLThSRCYKFK7MoiqTYSXXZ689laEraNSrCqimioSmpNdNCaPDStVLGDhi7sdtyazYcf8ZjMj5G5+Z/2bLicWPa8A48MVi6Bz5etZ9zN9KsHsPnvx5EpdbSvmk4I3tb9thqGOv3XyG3uIIAbzemD+lgd+yDvBK2n5KAxcJxPc3SXNbcmmtUai6l1htLNgA+p5LT0OlFogN8CPfxMv79SJLBrdm8Z9ex+9K+G5oW/lXP9nRr1IhgdwmYVKnV7EiS/t5Q1Pzn7euodTpa+QfTNlBK45XU1bD9viSAntXUdN6iKPLWhT3U6bR0CWzExGjTftR6Ha9e3IFKr6VHYDRTokwsUcPS9VHhbRgUYrruWTXFLL69C4BnYvrS0tuSfbRart5sqs1y9UXXl1KqqSDSJYSvW79CYzfrFYn/FyEXZIS6BNDVrzUvxT3J9EhpUbot6xDfpfyJtl4jGOMewg/tXiDU2Y+8uhJeuLyMuxUZxn283nQkz8b0A+DX+0f54tYO42cHhTRnZeencFc6cb00k+mnfyGrut5Ly82b33tM4/3WQ3CRK7lYlMGIQ6tYe++Ckf0Z1qgp+4Y9y5DwBHSiyLKbpxm1fzWJJRKj6KxQ8m6HfmwdMpUoDx8Kaqt45sg2Fp3Z99jX4T/gYyP+Z6muR6NOk4nh3UdWOxn6dpXW2QcKvk4tcJB5otFXUGTH9NAQckFJBz+p79W1kg3UaG13/n44uvg/QZBTLCp9FXtzlqB/RI8yMLS2mE0rr+7o0bEu/WvSHqOpKUCMWxzPx7yCUnAgsfwaa9JW2BzrqnBlQcxcFIKCS6XX2J9/xObY1t4JjA2THtxlKespVpVZHRfq4seQYMPKyDrr0yewGY1d/anU1rE1/ZzVMYbGpWnVRVwrtbynnORKmnlLzIi19hVR7vXAx5aXjx0TQ7WdPl0GYbOfs4uFviWnspIqtRqlTEZjb3PgUFmn4k6BtAq01pH9pB19jyiKnEyRtlsDPrZeuoZIKyglo6gMhUxGxzjbVv/FFTVU1amRCQLh/l42x0GDXl3/g5YVjxOCILBgSi8GdolHp9Oz6LvdrPv7IikZhcZ5YOfRRK7cycLJUcGiZwbYZbIKSiv5bY9U0fTChB42W1gY4rvtJ9HpRXq1jKJ9g2um1mo5nyzdbw31PWdTMiRjSV9PGvubfnuDvqfPQ67MhrRm3zgTk3Ts/gPqtFoivDxpGihV5elFkb/qvXvGNRA170q+Q7VGQ2MvbzqHSsen0mn547Y0nz3dop3xevyZdA2VTktzn0A6BppAw+b71zmbn46TXMFnHc21MsvvnOB2WR5eDs583m6E2bZPE/8mt7accBcf3mxuanugE/W8d30zNTo1rb0jje0cGoZWr+OtG78+Vrn60YKLfHxrFXV6Na294vmi1Uv4O9oH5P+XIQgCE8IHsiB2CjJkHM4/z6e3V1GlkdjyYGdflrWbT5x7GOWaahZe/YnThTeNn30mph9vNh2FDIG/si7y5rX1VGmkhV9730j+6DabEGcv0quLmXxyJf9k3UCsX2RNjW7P7gFz6OwfSa1OwyfX9/PkibWk17M/fk6uLO8xlh+6j8HH0ZmkskLG7v+Nb64fMzLY7QLC2DNiBnOadUQmCOxOs+811zD+Az42Ql6fvtKqzyI+olrLQSk9wGrNTWrr7KdynJRRyARn9GIlOeWL7Y71dpJeuDlVf5FTucPmOJmgMKa7zue/S6U6ze5+AaLd++LnGIdGX8PerDdR6R7dYBRALigYFvoaCsGBtOqrHMj94bHK1WWCnInh82ni3h6tqOFgvm3H5Ycj3r0Jz8W8hIDA5dLzlKpt992KcotkfJgkYD5TdN7ufp9sNJwARx+qtbV2jQ2Hhkg9d26Vp1k9V5kgo09Q8/ox1vs0uSmdaOQqgZf7ldbbGRhWiAVWdEBV9f2+qmwAm9xqySVYwPJleaNQypN7OlqmjM5lSy+9MA/LruWn0qWXWYyvrwVoOp2WgV4UifT2IvChiq0qlZrr2dJ3drfSnyunrIL8iiqUcjntIy1B0/2CEjQ6Hb5uLkT6W74Y7udKQD062NdqGswQNSqpKkUmCBRV2H+GXZwkgfjZ+h5W/xchkwm8O2cwHZs3olal4YeNJ5n21h8Mn7+K95b/w9J1ktZizvhuhAZ42dyPRqvjrZ/+oValoUV0MIM6WW+PYIiTiamcSExFLhN4cYx5c85bGfnUqjX4uLmQ0KDK6+J96T7uHm+eSrTWXuR2bgE1Gg1+ri40CzbZDpyvZwQHxMWYpbkyy8txlMsZEGPy1TmWLjFDE5s0N469XpBHUW0Nfs4uDI0yMUaGtMb0hLZmx7b+ngSSXmrR01gJCRLQ/vO+lBr7oM0QApxN6a9iVRV7sxMRECxK1xPLMrhZnomr3JGPWk60Wr11rOA6F0uS7JarA9Roa1lxb7OxXP29ZnNxVViv1LtedpOzxRe4WX6btOoMilUldlvz/G9jQFAX3m76DA4yJZdKb/PC1S9ILJMqUL0d3Pm2zXO0946jTqfmncQ1fJe0HVV9xdfYiE583noyDjIFJwruMPXMMq6XSvNGlLs/f3SfTTPPEMo1tSy6upWXL22iuL4CNtzVm996PMmHbYbiqnDgUlEGIw+tMmp/AIZGNGH/sGcZFtEEnSiy/NYZM+2Pk0LJovZ92DpkKqMaP16TV/gfAJ/s7GyefPJJfH19cXZ2pkWLFly6dMnm+GPHjiEIgsW/vDzzEuHly5cTGRmJk5MTnTp14sKFC1b3J4oiQ4YMQRAEduzYYbbN2vds3Pj4L9iGoXDsgUweiagvRlW9xu5YpaIR7q5TAJGC0hfQ6ctsjpUJjoR5vw9AfsUPFFTY9sbxc+5JqPsEQM+torfIqthsc2wLnxfwUEZTpyvkaM6zlKvss0+CIKNfyLs4yb0oUiWzP/sttHYExA3D1zGcYaGvISDjRtk+jhX8+ljgRy4oGB4yA4AHVbepeYRJYcNo6tECR5mkP3jUJOCqkPQB7krrTsSGEBEp10gPYSNX29Uwl0sknUIrr2irq3BRFDmSJ62EOvnFWGwHuFqSTlJFHkqZnJ6BcZbbi7O4UJSOQpAxNKyZ2TZRFPnplgSoxza2dJDddj+RvJoqApzd6BlqzpBUqlWsvikxhpPiW5ptU+t0/HpN2jahiWVaZcMNKTXSUIdhiAPJ0v3VL9ayI/LVzBz0okiolwehXpaAKrtUAmkhXu44Ki3TAYbqMxGsXu8QX2mf+WX2759wf086xoej1etZtuO03bFPDZVSJj9sOUle8f+bVhPWQqmQ89XLI1k4rTddWkXi6KCguLyaA2eTUGl0dGvdmEmD2trdxzfrj3L9Xg5uzo588Mxgu8xQrVrDFxslQDW1X1sig8yFtneypLYBLSKDzPZzL09KYzdt4OlTrVKTXyE9L7FBptRnVpl0vaL8fMz2UVglgc0Ib1PrjPwq6fMhHh44K00sVU6V9FvG+TbYb6Ukqo3z9jMTIWdUlUnH7GuqBtPp9aSUSwuKAWHmz1dWTRkVmjqUMjkDQsxB4s0yCchFufnRwts85XSjnpnt6BdDkLMX1mJ/nlRZNjGil93u6vvzzlCjqyPMOZAX46Za7e4OcLHkCl8lfccP937m87vf8vbNj1lw7Q1mXpzH0xfns+DqG7yd+DFf3P2W5fd+Zm3aRv7K/ptD+cc4X3yJW+V3yKjJolRdhuYxeiYaoqNvC75o+RLBTv4UqUp5O3EZa9N2odXrcFE48VmrWYwPlxbXO7JPM+fit9yrlKpi+wQ156eOzxDi7E1ubSlzzq9iVcohtHod/k7urO0+m+fj+6AQZBzOu83YYz8Y+xfKBIHJUe3Y3d/E/nx8fR8zTq4jq7oMAF8nV5Z1H2PG/ozZ/xvfJZ402ne09Q/l0y6DHvt8rV99G1FaWkq3bt3o06cPe/fuxd/fn5SUFLy9H03XJSUl4dFgVRkQYFoZbNq0iZdffpkVK1bQqVMnli5dyqBBg0hKSjIbB7B06VK7D/qaNWsYPHiw8f9eXl7/4gxNIQhKnNxfpqZsAaqqFTi4TkMms977BsDX8yNqVWfRah9QVPomAT4/2TxOP7cpaHTF5JYvJqvsI+Ryb3xdx1k5BoEmvh8iExzJrFjHneL30YtqIjyftBjrpPCld+hKTuTMo0ydxLGcZ+kZ8iPejrZXg14OEQwLW8zuzJfIrb3OwZz3GBj6CXLBPm0OEO/RnUHBC9iXu5SLxdtwkrnRxf+JR37O1zGIIKcI8uoyuFt5hbbevR75GUMY6GMR++aLhSpp0vZ3tN5byhBJlWmo9Gq8lO40crEU4IIEOg7mSeCgf6D1F9LV0jTSqgtxljswOKS11TGr70nl7sPDWhHgZAkGlt+RSp1HN2pJmKuX2bYjOfe4VZqPi0LJ0wnmrQg0eh3LE6X02pzmHXF6SMez9tZVylV1RHn6MCzKvCx6V/Id8qqr8HdxZUyC+aR9Iy+PxPx8HORyxjUzB2IqrZaj96WUx6D4WItzuVRvatjeircPQHb9i9IaKAKMZoS1KusANzLAG0GAsuo68ssqCfSyLuoVBIGXx/di8mfr2H8picl92tAyyvrvPLFfGw5eTObGvRw+X3uIpS+NsTvP/G/CyUHJpEFtmTSoLWqNlsSUHM4nplNVo+a5id3s+vDsOJHItmM3EAT4ZM6QR/oT/fzPOXJLKgjycWfOMEs24k6mBHyahJnPsyl5EqsWE2Sq5ksvLgPAx9UZzwYu3bZ+z0KjTYJpAWLLOiGvHvgEuZnG5tQ3oAx1M+23SqOiVCWVWIe5mebjzOoy6nRaHOUKIty8zPZ9u0xaZMd5+JsBKDABn2ZelvdqYpkEfFp6WW8KW6gq50qJxIwMDGpvdQxI6bBd2ccAGBPWz6aAXifq2JQpFVuEOAUhE2RUaquo1FShR49Kr0KlVlFsh/F+OJxkTrgr3XBXSP/cFG5m/2/iEUeIs/RMxLpH8F3bN/j5/lYO5p9jS+ZBrpYm8VrCU4Q4BzAvdhQdfOL58s5G0mvyef7SUp6JHsb48B608IpgXbcXWHx7N3tzrvLL/SOcK0rh41aTCHXxYW5cH3oHJvDOte0kV+Tz6uVNDM5twVsthuHl4EKYqxe/9XiS9amXWJx4mHOFaYw4tJI3WgxgUuM2CILA0IgmdAyI4N2L+9ifmcR3iSc5lJXM4i4jSPCyNDi1F/+K8fnyyy8JDw9nzZo1dOzYkcaNGzNw4ECioy1XfQ9HQEAAQUFBxn8NjcKWLFnC7NmzmTlzJk2bNmXFihW4uLiwevVqs31cu3aNb775xuLvDcPLy8vse5ycLG30HzeUziORKeIQxXJUVT/bHSuTuRLgsxyQU127k6oa+6LhII/5BLhLOpv04lcpr7Ve6i35E7xFI8+nAUgq+ZS0cuvn7yj3plfIT3g7NkOtL+d4zlxK6mw7P4PUx2tw6BcoBEcyqs9xNPezx9LtALT0HkSfQMmo8GTh7yRVPJ5PSVMP6eV9q9w6q2crDBPGo3qAPS7wuV4mCcxbesXafMmlVGWTUVOAg0xBjwBLtgUkA0OAgcEtcVNY3m/3Kgs4np+EgMCM6O4W22+U5HAi/x5yQWBufDezbaIosixRAk3T4trj7WguQN6RepusqnL8nFyYEtfabFu1Rm00fpvfprNZawG9KLLyirRafbpVW4seXga2Z3BsLD7O5pT8mbQMqlRqAt1caRVi2Xj0cj3wsWZqCFKqCyDEFvCpNzOs1WiN1VYNw9lBSctG0mR9/KZ9C4m4MH9GdJaA25Jtx20ykzKZwLszB+KgkHMmMY29Zx9fL/C/CQelgnZNI3h+Ug9en9kPd1fb81Xi/Ry+Wifp1uaO7ka3lrZbWADcyy5i3SHJO+qNSX1wtqIDsgZ8SqpqKK6SdB7RgQ2BT71Q3NccbGWXS8xMqOdDwKee8fFr0Fy2oJ7xCWwAcFRaLcW1EpgJdjWBWEPn7ZAGwCer/m9ejk5GXRtAcpnE9sR6+Jnd5wB3yyRDvCZelvfqrXrg0/wh4COKIollUsqmhQ3gcyjvMnpEWnpGEepie645VXSFInUZXkp3egfYBkjHC0+TW5ePu8KND5u9xZctP+THtt+wtuMKfm73HUtafcqHzRbxatwLzImayZSICYwMGUIf/x60925DvHssIU7BeCjcjSnvOn0dhaoiUqvTuF5+k9PF59iXd4gtWTtYnbaONxM/ZGf2HuOc6ix3ZEHcVN5MeBo3hQv3qjJYcOVLDuSdRRRFOvom8GvHV+nqJ5W0/3RvF29c+5kiVTluCic+bDmBj1tOwk3hxM3yTKae/p5/sqWCjgTPYDb0mMOzsb2QCzL25SQy5tgPHM2T9J4yQeDJ6A7s7v8s7f0iqNaqee/qP8w6tZ7cGuke83Ny5cfuY1nadRSeDk7cKs1n1L7V/HjrjFXXe1vxr4DPrl27aN++PRMmTCAgIIA2bdrw88/2AYEhWrduTXBwMAMGDOD0aRPtrFaruXz5Mv379zcdlExG//79OXvW5EtTU1PDlClTWL58OUFBljewIebNm4efnx8dO3Zk9erVdlMwKpWKiooKs38NQxDkOLm/Ko2t/gW9zr4I2MmhDd4ekstxUdlbaOwIowVBINTrXXxcxgA6UovmUlVnHQgIgkCs96s09poLQErJYlJLf7I61kHuSa/g5fg6tUKjr+R4zvMU1doXPAe7tGRA6MfIUHC/8gin8pc+dnfgDr5j6OArsVXH8n9F+xi56Gb1wCe58hqax0yvAch4XOAj/U4BjwQ+UgqrpZdtgzgD29PFrxluVnLyZepqY5prTLj1xpC/1bM9fYMSaOxmeUw/3pXKaEeEtyDCzTwVcTL3ATdKcnGSK5j1ENuj1etZfkN6RmY362j08jHEn7evUVJXSyMPL0bGmKerjqSlcq+0BHcHB6Y0qKIByVV3911pMprS0jw9BqY018C4WGPDSUOotVqjvqedLcbHkOrytsX4mAwZ69TWq/h6t5AWW0cTH11JOW9kV5wcFNxIzeXQFevu2QCRwT48M0piRZZsOEZx+f++KeT/qygqr+aN5bvRaHX0bhvDjGG2m5CCVCH22YbDaPV6+rSKpldLy8VpnVpLar70rDQJNwGfe/VsT5iPpxGEguTYDNDI7yHgY4XxEUWRwmoJPPk3YHcKrDA+BoG9k0KBV4OFqgH4hLqb9ptZWQZA+EOsTnJ9mivOy9LE7k65dD828TR/b4iiaAQ+DzM+2bUllKirUQpy4j0s0+CiKLIvV1o4DAy2DWZEUeSvLAmsDg/phYPMOptep1OxLUuqHhsdOgyXBnONIAi4KFwIdAogxi2KNt4t6enflWHBA5kUPpZnoqazMO553mv6OotbfcRP7ZawtuMKVrVbyjetPuGDpm/yStx8no2aweTw8YwIHkxv/+7Eu8egE3VszvqLj28vpqDOpD3s5t+GZW3fpKVnLCq9mmUp6/n8zq9UaKrxcnDjkxYzWRg/HkeZkkulycy68DWnCiVDw0Ehrfiz2wu09o6kRqfmw8StvH19I2XqGpQyBfMT+vFH99lEu/lTrKrixYvreevqNirUEviNcPNhXc/pvNVyII4yBacKUhl2cCXb064by+Yl1+dn6Vff8f3r68eYfmSDzd/h4fhXwCc1NZWffvqJ2NhY9u/fz3PPPceCBQv4/fffbX4mODiYFStWsG3bNrZt20Z4eDi9e/fmyhVpJVJUVIROpyMwMNDsc4GBgWY6oIULF9K1a1dGjRpl87s++ugjNm/ezMGDBxk3bhzPP/88y5Ytszn+888/x9PT0/gvPNyyQkTpNBi5sgWI1aiqrIONhuHlvgBHhw6IYhUFJfMR7ZSXC4KMRr5f4+HUF1FUcb/waWrU1leagiAQ4/0i0V4LALhf9j33SqwDFKXcnZ7BP+Dv1A6tWM2J3Pnk19gX+ka4dqJv8NuAwJ3yXVwoerwu7gDd/Z/ETeFLuSafq6WPdmgOcW6Ml9IPjagipfLGY3+PYGB8HjPV5edoabpniFqdiuTKNABaeVlqbkCq6jiSL4HGATbSXP9kX0Ej6kjwCKGpp2VZal5tOXuypXOcGWPJ9twuy+VIbgoyBOYmWLI939+UWLSpsW3xczJPD+x+cIe0ylK8HZ158iHL/lqthlU3pIl5XuvOFhVbK69IIHtK81Z4PCR63nHnDrVaLbG+vrQPNX8haPV6DqdIYGNQvKWe6UZOPmqdDl9XFxr7Wk/D5NZrc2wxPo4KuRFQ1VhxogboUw98LqRkUlVnHzz7e7kxfYD0cvr+r5OoNbafyWmD2hEfEUB5dR2L/7RdFfj/Z2i0Ot5cvpvCsmoaB/vwwazBdtNhALvO3uLa/RycHZW8NtF6n6+U3CJ0ehFvN2cCPE0MTEq9vic2yPz5MQCfyId8l6wBnwqVCk19NaFfA3PLfCuMj0HfE+Tqbsa8Gv7eMNWVVS2t/MPczO8dA+MT52kF+BgZH/N3TE5tGaXqGhSCnHgPc1BkSHMleIbiKLcEK3crM8moKcBRpqR3gHUzQ4AbZcmkVmfhKHNgSLDl82+I/XmHKNOU4+/oS7+Ax0//2wqZIMNV4UqQUyCx7tG09W5FL/9uDA8ZxBMR45gd9RTvNnmdOVEz673S7rEo8UOOF542vlP8HL35qMV8ZkSOQiHIOVt8nReufM710iQJfIR2YVWHhcS6hVKhqeHdxN/45u4WanUqgp29+anjMzwXOxC5IONQXiKTT3/HyQJpQdXcK5SNPefydEx3ZAj8nXWdscd/4GR+cv3xC8yI7cTO/rNp7RNKlVbFm5d3MffMJvJrpfsiwNmNVT3H802XEbgrHblZX+7+WNfn31xMvV5P27Zt+eyzz2jTpg3PPvsss2fPZsUK2yXG8fHxzJkzh3bt2tG1a1dWr15N165d+fbbbx/7e3ft2sWRI0dYunSp3XHvvvsu3bp1o02bNrzxxhu8/vrrLF5su3Jq0aJFlJeXG/9lZlqWEQuCgJP7awCoqn9Dr7PspWQ+Xk6Azw8Ighsq9UXKKm0DL2m8kii/n3B17IBOrOBewZOotLadh6O8nyPWRzqeB+UrSSn92ir4Uchc6B78HYHOXdCJdZzKe4ncRzQyjfboS89AieG6VrKeq8V/2h1vCKXMie7+0wA4W7ieuke0tBAEwZTuqnj8dJeB8bHXYFWlU1GukSZie4zPrfJ76EQ9gU6+BDlZH3e1NIUSdSUeChc6+lpqpURR5K9MCVzYYnv+SD2DVtTT3jfSrO+PIX68I7FBQ8ObmhmqAZzJT+NKUTaOcgWzm5i7uur0en5IlATPzzTtgKvSvI/Whjs3KKqtIdTNgzFx5vqdS7nZXMrNwUEm5+lW5oBOFEXWX69vG9CypUUK8EJGFqW1dXg7O9POShn7ZaO+J8Rm+jC7rD41YgP4CIJg1PlUq6wLNBsH+tAowButTs/pek8fe/HUgPb4ebqSXVzBpuPWTSQBFAo5784ciFwmcPhSCkcu22aI/v+KbzYcM4qZF78wym7ndYDSyhq++0t61p8b3sWmseGdTGkuaxoe+JCw2aDvMb8f0+o1PpENGB+9KJJdXg9QGvyehjSXh6OjWasUQ6oroAHwyav/W3CDv4miaDXVlVkveH5cxqdUVUNurbSfBE9z4GNge+I8Ai08rgzCZltprv31bE93/+a4WklvG2J7tiRhGBDYGQ+lZUsYgEpNFbtzJQ+gCWGjUdpghf5fhyAI9PTvyuct3iPePYY6vYpVqb+xNOUnKjTSbyoXZIwL78/iVi8T6hxAibqcd28uZ82DHWj0WiJcA/mh/QImRfQG4O+cc8y5+C3JlVnIBRkzo3vza+e5NHb1p1hVyStX1vJx4jaqtHU4ypW81GQgv3ebRSNXXwrqKpl3YR3vX99BZX1ZfJS7Hxt6z+C15v1QyuQczUth+MEV7MpINLI/Yxq3YP+wZ3mppX3n8obxr4BPcHAwTZuaT6JNmjQhI+PRXjcNo2PHjtyrb1Dn5+eHXC4nP98cUOTn5xtTWkeOHOH+/ft4eXmhUChQ1D9I48aNo3fv3ja/p1OnTmRlZaFSWV8ROjo64uHhYfbPWigceyNXtgdU1D0CyAAoFRH4eX0GQGnFN9Sp7aeaZDJnov1X46xsglZfSErBVDS6ApvjIz2fJt73HQDSy1eTVPKpVTCgkDnTLXgJIa690YtqTue9QlbVIbvH0sRrOJ39nwPgQtEqbpfttDveEM29+uPn2Ig6fRXnimxXnxmimacEFO5UXEL3mJoiAwtgj/Epqhf+ucidjdVd1sKg77HF9gAczJNYyd6BraxWYVwuSSWjpggXuYNVC/tydQ1b06VU2Uwr2p6k8nwO5NxFQGqW+HAsuymBosnRrQlwNq9Q25OexP3yEjwcHJmeYA5e6rRaVl6XAOW8Np0tBJ0rLkvbxiQ0NROeAlzOySG5uBgnhYIxdqq5BsRFW+1rZRA220pz6fR68sqlF12ojVQXgGt9uqvGhsAZoE9zSeNyLPHRrWKcHZU8P7IrAL/sOU9Zle3mt/GNAoyGgF/+cZhyO2P/r2PniUS2Hb2OIMDHzw6hUdCjC0mWbj9JeXUdcWH+PNGnjc1xd7NsCZvrGZ9gE/ARRZF0A+PTAPgUVlWj0emQCwJBHiaAVVSf5vJzM38GDeLmwAapLpOw2fT5MlUdtVoJ9DbU/WRVGRgfk7BZrdMZe9g9zPjcqW/628jVBzelObNpEjZbprJu2BE2q/VaIxM8KMi2cWR6dQ5XSu8gQ2BUqHXWDWBnzh5qdbVEuITRxdd+CvP/IgKc/HmnyWs8ET4WuSDnUulV3kz8gGtlicYxMe4RLG3zOoODuiEisj3rsNF92kGmYG7MCL5uPQc/Bw8yawqZd+l7NqQfQS/qaeoZxtqu83kysgcCAruzLzPl1PdcKJbmklY+EWzu+RxPNu6CgMBfGVcYd2w55wolZlkuyJgd35Wd/WbT3DuYck0dr17cwfxzWyiqk+aSIBd3i8IPe/GvgE+3bt1ISjJ3HE5OTqZRI9tNAq3FtWvXCA6WxIkODg60a9eOw4dN4l69Xs/hw4fp0kXKt7/55pvcuHGDa9euGf8BfPvtt6xZY7vU/Nq1a3h7e+Noxb/k34QgCDh5SCyLumY9eq11r5aG4eYyHlfnUYCOgpJ5j+zcrpB5EhOwFgdFBGptBvcKpqHVl9scH+ExlSa+HwICmRV/cqf4A6vgRy440CXwC8LdBiGi42z+ItIr7aejWvk8QRsfqXLsZP633KuwD5ZA8unpFSAJsC+X7KRCYxu4AUS6NsFZ7kaNrpL0avsu1qbveLTG53HSXGDS97TytK7vqdOpOVmfs+4f2M7qGIOoeVBIazP/D0NsSrtArU5NnEcg3QMsq58MlVyDQ5sQ62H+8jmfn86FgkwcZHKebWpejaMXRX64IbE9s5p2MBN5AmxJSiS/popgV3fGxZlXZKWUFHM4LRUBmN3GUptgEDWPiI/H46HCAL0ocrAe+Fir5tLp9VzJlEpcbVV0FVRUo9XrUchk+LvbBqYGbUmN2nZJbp+WUqrt5O0HxrSKvRjRuSmxoX5U1qr4eY91o0lDzBrZmchgH0oqalj85xG7QOn/Km7ez+XLejHznNFd6d7KvpgZ4FJyJrvP3UYQ4O0p/VDYcaK+YwX4iKLIvXrdT8NUV2lNLRV1KgQBM8dmQ5oryNPdDAgbKrr8G6S5RFG0yvjk1gOfhoyPge3xc3bBqQFjlFllYHxMwOdBZTFaUY+b0pFgF3N26059RdfDaS7Apr6nWqvifqX0OWuMz9mi21Rqa/Fz9KStj+VzYIi/sqXfrotfa4KcrbPKhapiDuZLdgNPhI/7P2mZ8jghE2SMCBnCR83eItQ5mHJNBYuTvmf1g3XU6STiwEnuyLzYJ3i76WzcFa6kVmfx0tWv2Jt7ClEUaecTxy+dXqWHfwu0oo5V9//h1asrKawrw1GuZEHCEFZ0fIZQZx/y6sqYf3E1i2/volarxlnhwOvNh/Br15mEuXiTV1fOs+d+5+Mbu6mp9zCL8fBnU++ZvNS0N0pBxsGcJIYeXMGerFv//nz/zeCFCxdy7tz/1955h0dRdu//M9t303sFEnondJDeVVQsSBFFERRUQMVewQqigoJiQQVB6YIgIEWKIE0EAgQIECAhvfdk+/z+mOwmm91NIur3fX+ve1+X1yU7z8xOnp155sx97nOfo7z77rskJSWxatUqvvzyS5544gn7mJdeeomJEyfa//3RRx+xefNmkpKSSEhI4KmnnmLv3r0O+8yaNYulS5fy7bffcuHCBR577DHKy8uZNGkSAOHh4bRv397hP4DGjRsTGyv5lvz000989dVXJCQkkJSUxGeffca7777LjBkz/vSkuIJSfRMKVV/AhL7s43rHC4JAcMA85PJIzOZr5Be/Xv93yMNoEfIdClkIlaYLXMl9GKvV/YIb7TuGdsHvAjLSS9dzLu9lRBfsiUxQ0jP0LWJ9RgFWfs+ZzdUS9z2qALoHT6Gt/52AyL7Md0kpq78BalPv7jTSdcQimjiYs6LOsXJBThtfKaA438B0V7W42b3wOkcvBT51pbmKjaVcK5cWvY5uGJ/DeeeotBgI1wTS3i/GaXuBoYx92VWNFl2kuSrNRr6/JumqJjVz7uJ8qTiHHemSnqtmh2gbFidIBQD3Nuvk0G8IYNf1S1wsysNHqeKhNo5BmdFi4bN46Xsfi+vhVK31ZVUl1/CmzWkW4CikLqysZPslKSC8r5Mzg3UqPYOcsnJ81Gp6NXFO213IyqXMYMRbraJ1mOtOybaKrgg/H6fqm5qwVSBVuEl1AXRoEk6gt47SSgMnkup/GZHLZMy6R6LD1/96xt7HyxXUSgWvTRqOIMDOYxcZNvMzxrz6LXNX/ML2I+fJzPvnvH5AEjM//+kWSczcuRmTRvasdx+jycy7q6QXyNH9OtIh1nXpPki6ocsZUoDTuoawOau4jDK9EYVM5sDs2PQ9EX6+aGp4L9n1Pe4qumowO2VGI5VmSV9VU9ycVW5LdTlXdEXVCHBEUSStysOnZuBj0/e08gtxus/cBT5W0cr5YkkTUrui61xxKlZEIjT+hLiwnrCluYaHd3VpagiQbyji1xypovKuqMEuxwD8kLYZs2imrW8rOvq1czvu/woxXo15u/1r3BwuFRvtyfmVVxLe5ErZNfuYXkEdWdzlJeL8W2O0mliStJZ3zi+l2FiKn9KLN9o/yLOtx6CRqThVlMTk3z/g1xwpvdw5MJbv+8zgnkbS9bz++lHuP7yYM1Wmh92CYtgw4AnGxUhr6vqU49y9/1OO50nfr5TJebxNPzYMnkxrvzCKjJU8dWwjTx77gQJDw/pOwp8MfLp3786mTZtYvXo17du356233uKjjz5iwoQJ9jGZmZkOqS+j0cgzzzxDhw4dGDBgAKdPn+aXX35hyJAh9jFjx47lgw8+4PXXXycuLo74+Hh27NjhJHiuC0qlkk8//ZTevXsTFxfHF198wYIFC5g9e/af+RPrhMZX0r8YK9ZjMV+rZzTIZf6EBiwCBErLV1Feub3efdTKGJqHrkQu+FJuOM7VvMcRRfeLf6TPnXQImY+AnMyyzZzNfR6ri/GCIKdryKs09xsLiJzIfYdLRavcHlcQBPqGPklzn2FYsbA743UyKuLrPHdBEBgYJrE+54r3kq2vu+Kmna/NEfn3BlWRNUTcnGesv5T9TLH0cI/RReKvcq1/qOnd40qrsjX9JGbRQlu/aJdVH5tTT1FoLCdS68+ISOcF7dNEie0ZEdWaVrW0Bydy0zicnYxSJmNaLbZHFEUWVbE9D7Xpip/KkZX54VICGeWlhOq8GFPLsDCzrJTNl6Rga2oX52Bt4/nzGC0W2oWG0sHFvbfrosT2DG4e67L9xZFr0n3fvUm026AmvZ5Sdht0qqpUlxtxM0iBzICqdNe+BqS7AHq2aULf9rGYrVYWbapb89axeSSvPDiM2AgpQLyWkc/G/WeYvXQHdzz/Fbc9u5RXv9zOD/tOk5SWZ+/39VdhMlt4acnWajHzlFvqFTMDrNh9guTsQoJ8dUwf1afOsUlZ+ZgsFnx1aqICfWt8Lt0/MSEBKBXVv/G1eoTN0e48fGqkumzCZl+12sG8MLPUOdWVXmoLfKo/KzEaKDUZqz6vDnwu2vU9zve8LdXVulZFV0pZPuVmAxqZkqbejkG6TdjcwUVfrgJjKccKJIHuiDq8e37K+BWzaKGdbzNa+ca4HHO9Io3f8iTmcVyje/4x36iaEEWRLH0mB3P3sTL5K37J/hlLrQIclUzJA03G8lLrWQQo/cnS5zDn3Dx+SNtilyUEqf14o/1jTG56FwpBwbGCs8w4OY+ThRekfluRPfmyxyxa+TSi1FzJnIQVvHPue0pNFegUal5oN4pF3SYRqvEjtSKfR499yeKLOzBYTOgUKl7ucBtLez9EpNafjMoiJh9ZxryEbVSYpd+/jX84GwZP5ok2/ZALAj+nnefefe5tbmrjTxkYAtx2223cdtttbrcvX77c4d/PP/88zz//fL3HnT59OtOnT2/wedR+UN58880OxoX/BBSqrijUQzAb9qAvXYBXQP16H62mD37ej1FctoTcwmdRq7qikNcd0OlUbWkW8jWXc++nRL+HlPznaBK0wP7gr41w75HIBBVncp4hu3w7omikQ+iHyARHEaQgyIgLeg65oOFi0beczv8Qi1hJm4DJLo8rCDIGRryIyVpOSvlhdqS/xO2NPiJE4778O0Lbita+A0gs+ZVfs79hTJN33I5t4dMJpaCi0JRDpj6FSG1MnfPSEHGzjfEJriPwqS5jd832FBnLOF4gpd+GhjtXc1lFKz+mVelkXLA9ZquF5VckxubBZn1Q1NLYJJXksiNNYoueaOMsyPukSttzd2xHorwcTTP3pF3hfEEOXgoVD7dx1BeYrBaWVLE9Uzv1cEgRAHwdfwKT1UrPyGg6hzuyATVFzfe5EDWLosjOi+7TXABHr0nFAb1j3ffPsnv41KHvgWoTw7oYH4CBHZqy6WgC+89e4cV7Bjbo4fHU3f04cj6ZfaevcOJSGl1bum8SOap/B0b170BRaSWnk9I5dSmd+EvpJF7PIbuglJ1HE9l5VHoQ+nlp6Ngiks4toujUIoo2MWEOwUNDsWD1fuIvp+OlVTF/+h31ipkBrucU8dXP0m//zOgB+Ojq9i+r6d9Tc84uZ0r3T/NaFV12fU+II0to9/CpFfjk2BmfGhVdNn2Pt6OuLLPcOdWV4aqUvYrtCdZ4OVg3uKvo0ltMXC2tcqCu5eFj0/e08Ytwuj/P1iFs3pN1EqtopbVvYxp7uV7HK8x6dmRK9/9d0UNcjgFYm7oREZEegV1p5u26Ge9fhVW0klGZxuWyi1wuSySp9CIlZkcJxR8FR5kUO40wjeOa0N6vDe91nMOy5O85kn+cjek/cboogcebTyZcE4ZMkHFn1GA6+rXkg8RvSa3MYnbCEkZFDWJizO000oXwSdcZfHttF6tS9vBL9kniC5N4ts0Yega1oVdwC1b3mcmCC9vYlnGSldcOcCg3kTkd7qW1XxQ9g5uyYcDjLDi/iw3X/2DVtWP8lnOZt+LuonNgE1QyOU+2HciQiFa88MdmLmbV31DcBk+vrj8JG+tjqtyMxdSwRpuBfs+jUrbHai0kt+CpOh/cNnhretI0+DNATkHFRtKL3q6TFQn1GkansEXIBBU5Fb9wOnsGFhceOYIg0CFwBu0CJE+ghIIlnM13329LLigYGjmHSG0cJmsF29Oeo9CQXOe59w99EBkKkstPcq3MfYNVlUxNCx8ppdKQdJesAYyPTeNTV6rLru9x49+zP+c0FtFKS59omrhY3P7Iv0paRQFeCjXDw1343GSeI6OyiACVjjsbOYtLlyQeRASGRbZyqjQ5nZfBr5lXkQsCj7VzwfaclhbUB1p3JkDj6Cv04+ULpJYWE6zVcV8bx1RVsV7PmnOSfmdaV+dg7UhqKslFRXirVNze2rmC7Vx2DuklJWiVCvrGOmv6jGazXdh8U6zrShiAjBrtKuqCTdxcXoe4GaBXyyZoVAqyikpJTHfdA602mkYEcXdfyYxywQ+/Noip8ffRMqBzc54aO4Dlr93Hvk+e4NNnR/PoqN50b9MYjUpBcbmeg/FXWbT+IJPfXcOg6Z8ybf46Pt90iKMJyZRX1u9xteVgAhv2SQHoW4/cSkxEYD17SNfFvDV7MZot9GrTmBHd3L+Y2OBe2GzT97ip6GpAKTtAdmmV6NSn+ne263tqpLmMFgt5FVKKItxFqsvRvNBNKbubiq7LJblYRJFAtY5QjWOwda7Ytb7HKlprODY7X+c7s6T0VV1sz+7sI5RbKonShtI90HX66kLJJeKLziJDxpjoO90e68/CIlpILr/K7uztLElawLOnH+ftC6+wNnUFJwt/p8RcjEJQ0sK7FYNDR6CT60iuuMo7F17lQO4ep+eAl8KL6c0f5YlmU9DJtVwpv8bLZ99kT3a1GWhT72gWdH6OkRFSyn5z+j6eif+AlPJMFDI5k5vdwuKuM2ikCyHPWMKLp7/igwvrqDDr8VFqmd1xNO93vp9AlRdXy3KYdPQzlibtwWy14K3U8HqnO/is5wOEany5Xl7AQ4e+4YNzO9BX9QtrHxDBpsFTWNRrdIPn6U8zPv92KJTtUWpGYtJvQ1/6IV6B9Rs4CoKa0MBPSc8eQaVhPyVl3+DnM6Xe/fy0Q2kS+D4pBbPIKf0KhSyQcD/3rFiIbiBxYUuIz55OXuUB4rMfIy7sU+QyxwekIAi0DXwEhUzL6fyFJBYtwyxWEhf0rMs3ZoVMzYjouWxNfZpcfSLb0p5lVOPF+Chdawj8VRF0DhzJiYLN/Jr9DTFend2yVW19e3C+5Djnin9naNiYOuejIeLmPKO0cLtLdWXr88nS5yFDRns/147jB3KkAGFQaJzL7RurRM23RMahVTi+jYuiyLIqw8LxsT2dtl8pyWNbqiTGc8X22Cq57oztQGNvxwqe/elXOZOfhVahZEpbR7bHbLWyJF6izR/p2N3JzPC7hNOUm0y0DgphQOMYp++t2ZfLS+XMMNjSXAOaxjqkKWw4lZaJ3mwmxFtH8xD3wvKMetpV2NAQcTOARqXgptYx7D2TxL4zSU4PcneYOrI3239P5ML1HH4+nsjIns4VbHVBq1bSo21jerSVgjyz2cLF6zmcupTO6cvpxF/OoKiskhOJaZxIlPRHcplAy0ahxLWMkv5rEUWgbzUjcu5qJvNWShqdR+/sTb+4+sXMALv+uMTRCymoFHJeHDekQayXTdjcupFj4G0TNtdmfJJdVHRBTY2PIzOZVRX41Gxg60rYnFOl71HJ5QTWCORdtauoFjb72z+rMBvtvbtqMz62VhVt/MKd5sRdq4qU8jxKzXrUMiUtfBxZoqTSdK6UZaAU5AwOc10tZxEtbE6XxMp3Rg12KVYWRZE1qT8AMCi0HxFa94a89cFkNZFcflVic8oucqXsMgar3mGMWqammXdLmnu3ooV3a2K8YlHKpHt8aNgtfJv8JRdLz7Pq+nLOFJ3igZgp+Cn9HY5xU3BPWvm04IuryzhXksg3yd9xsug0j8Q+iL/KD41cxbTmY+gS0JZFl78nuTyDWfHvMyl2FCMj+tPWrwlLuz/DV1e380PqQbZlHuNE4WVeaDOWuIDmDAhrS6eAJsw7t5m92QksTdrDwZwLzO5wL818wugT2oKNA5/g/XM72Jx6ihVXD3Mw5xJvxd1Fx4BGqOQK+obV30HCBk/gcwPQ+MzCpN+OSb8Ds/EMCpXzW39tqJQtCfR/nfyilykofhutpi8qZd1dlQGCvEdjthaRXvQmGcXzUcgDCPae4H68tg+dw74gPvsxCvRHOJn9KJ3DPkchc66gael/P3JBzcm8eSQVr8FiNdA15CUEwZmeV8l03Bo9ny3XZ1JoTGZr6jOMarwYncL1Q6538HjOFu0mx3CV88X7aOfvmvJt49sNARmZ+mQKjDkEqtw/uIR6nJsrzJWUmauqSdxUddnYnpY+TRzcUW0oNJZyukjSJg0Idf5d8wyl/JojpalcpbkO5yZxsSQLjVzJuBhnQepnVWzPkIiWzvR7QRZ7M5KQCQKPt73JYVtNbc+ElnEEax1/z61XErlWXGVm2DbOYZvebGLZaak0f2qX7k4PgdzycnZV2UuMd+HULKW5JD8bd2muI1Vprp4xjet88DZY49PAVBfAoA5N2Xsmif0JV3n81pvqHQ8Q6Kvj4Zu7s/jHQ3y6+RBDOrdAo7rx5VChkNOuaQTtmkZw/83dEEWR5MwCKTV2WQqGMvJKuJCSzYWUbFbvln6PxmEBdG4ZRYdmEXy5+Qgms4UBnZsx+bZe9XyjhNIKPR9u2A/A5Ft60LiOru42mC1WLlWxYzUDRYvVypVsZ8bHYrVyvaAIcGxX4c7DRxTFGoyPc5+umqXsGfaKLkfzwroYn0Y+1UHW5WKJ4Q3S6AiqZfDpzrjQZLVwscrNubaw2VbG3s4v2ikFZmN7bgpuh6/SsXWMDYdy48k1FOKn9GZQqOtS9z8KT5FUdhW1TMVdUe5lI65gsOi5Wp4kpa5KE7lWfgVzLU2nTq6juXcrKdDxaU1jXRPkgutrO1AVxJMtXmBfzi42pa8joeQ0b51/mfubPEycvyOrFaQO5MXWT7Mzay9rU38gvugsL56dw5TYiXQLlALBHkHtWezzEh9f+p4Thef54soGThScZ2bLCQSofHmixSj6BLfnvQtryNIX8PSpz7g7uh+PNLsVf5UXc+PGszvrDPPPbyGxJIOJhz9hWsth3BfTF1+llrfi7mJoRFveOL2Za2V5TPztKyY178tjLd3bBbiCJ9V1A5ArW6LU3g2AvtS9QWJt+Ho9hFYzBBGDVOIuNqxENsx3CmG+EtNzveAVCivqLkcP1PagS/hXKARvivR/cDJrMiaL6yqUZn730j1kDiDjWukmfs+ZjdWN27RG7sfI6A/wUYZTYkpnW+qzGNyYFeoUfvQKHgvAwdwVbltZeCl8iPWS3rbP19O7q75Uly3N5aPwRiN3rXGoz7/nt9wErIi09IkmQuscPG1NO4FFtNLerxEtfJwZL1sz0nsad8Vf5bg4XivNZ2sV2zO9Dm3P7U3aEuvrmOI4lJnCqdwM1HIFj7ZzDLgsViufnJLYnikduzmZGa49n0B+ZQVRPr6MbO78d69PSMBstdI5IoI2Ic7VWEl5+VwtKEQplzOgWYzTdoCjVcLmuvQ9VqtIpu1BWZ/Gp4p1qqyH8QHo17YpMkHgYnou6fnuLSBq477BXQgP9CGrsJTv95xs8H4NgSAIxEYGcffAjrz5yC1snj+FrR88wtuP3so9gzrRLEq6tq5nF7L5YAJvL99NTmEZMRGBzJlSvzOzDZ9sPkxeSQUxYQE8OMx9+qUmknMK0JvM6NRKGgf72z9PzS/GaLagUSqIDqwOLrKKSzGaLSjlciJqpChzS6s9fMJ8qwOcEoMBfVX1Vk09j2vzQptrc/VnerOZvEop/eWK8Yl2UdHlyrE5sSq4qf2CkVSag8FqxkepobGX431mqy7qWEvYbLZa+KXK12tEhOuARhRFu2HhbZEDUMudmVOLaGFd6iYAbg4fSoDK3+WxbKgwl3O2OJ6NaWt4L3EOT8dP4+PL77E980culyViFk34KHzpEtCDsY0m8mqbd/ig02c83nwWw8NHEuvVzG3QY4NMkDEk7GZeavMG0drGlJlL+fzKx6xIXoreUuk09paIobzV/lUa66IpNZex8PISvry6nEqLxDQFqHyZ3W4ajzYdjVJQ8EfheWacnMuRPCmFGxfQjK97PMPtkVIqf2PaQR49voDzxSkIgsDwiE6s6fMkfUJaYRItLL64g6nHviS1XArKB4S1YtPA6YyM6ogVka+TDjL24OckFv1Dzs0eVEPj8xQgx2zYj9nQsHJsQRAICViITBaE0XSenPxpdba0qIlIv+cI9r4PsJKc9yQl+t/qHO+v6UyXiGUoZH4UG05zIushjBbX5bsxvrfTK+wdBORcL/uZo9kvu6wMA/BShjAyegE6eSAFxqv8nPYCJqvrMsKugaPwUQRTYsrhZMEWt+fa1q9hLs71iZurm5O6ZntEUeRMPfoeW5prQIgz8yGJmqVSVlcl7AlF6RzPv4ZCkDGxqTPzsCTxIFZEBke0oF2AY9B0oTCHXWmXEIAn2jlX5NjYnvEtOxGqc9Qr/HztEklF+ZKZYTtHCt5gMdsNCx/r2gNlrWosi9XKmrOSX5GrEnaAnVXePX1jGuPjwhOrzGDgTFV/rt516Hvyy8sxmi3IZQJhvnVrfKoZn/p1MQHeWjo3lSrr9tfTtLQm1EoFM0ZJxpHLdv5Ofsk/25srLNCHEb1a8+IDQ1jz1oPsWfw4C2beycRbutGhWQQtooN5f/odeGsb5juWkJzFhoPSw+Sl8UNQKRvGWNmEza2jQx0CLJtxYbOwIIfPk/OKAGgc5OdQrZdW5cAdUcvDx8b2+Gs0DqXvNofmmoxPZtVnNfU9NrGzTqHEX139AlPdp6s68LlaKhkXNvd1TG1bRdHenNSdY3M7P2d38QRbRVctYfMfBZcoMpURoPSme6DrtSOhOIkrZamoZEq37SkO5B4mQ5+Ft8Kb2yJGuBxzsfQCa1NX8s75V3nm9GN8mvQhu7K3ca38ClYsBCiD6BnYhwmNH2ZOu/nM7/gJjzadwaDQYUTrGt+wF1CUthEvtJ7DiLDbEBA4nH+At8+/QlKZs89aI10Ub7Z7mdsjbkZA4NfcQ7x09g0ulkprhSAI3B41gIWdnyNGF0mxqYx3L3zFgosrKDNVoFNomNV6NO91eoRgtR+pFbnMOLGYpVe2Y7SaCdb4sqDLRF5tfzdecjVniq4z4fAi1qccwSpa8VPpmNtlNAu7jSNA5cWV0hymHF3e4L/VE/jcIOSKGFQ6idGoLH2/wU09FfIQwoO+RkBDhX4XuYXPNEjsLAgCjQLewV97CyJGruY+QrnBvfU+gJ+6Pd0ivkUlC6LUeIE/Mh/AYHZtLNjIezg3hX+ADCXp5Xs4lPUMllq5YvtxVVGMbPQhapkP2fpz7Ep/DYsLRkcpU9M3VPJ0OpK3lko37FBbX+kNKrk8kXKze3+U+pybbc1J3el7rldkUmQqRSVT0tpFiWmxqZyTRdKN299Fmuv3/CtkVBbirdAwNMK5U/s3STZDwg5E6PwdtiWX5vPTdamZ6fQ2zr14Pj0nBbIjG7ehuZ/j+R/Nus7v2ZKZ4bR2jukzqyjyySnJY+nhDl2dzAx/uHCOrPIywr28Gd3GWWh5IDmZ9JIS/NRqbm3hOo1lq+Ya7ibNdTwlHYso0jjAr07tTkZVj65QH+86jfWg4RofGwZ1kMwMG9K0tCZGdGtFuyZhVBhMfL61fq+qvxO+Xhr6xTVlxr39+eaV8ax6c2KDxMwgpave+f4XRBFG9mxD91bumbbasOl72tbSQyXZhc219D1uu7Lb9FqO+p5sF/oeqNGg1AXj42BeWNWWItLb1x6YiKJIWrn0fTU1Pqll0rk19nE8t5SyAiosJjRyBbE+jn+PO31PsbGCa+USg1Q78ImvWhduCmnvlAKzYWOaZPQ6NKwXfkpvp+2Gmo1II29Fp3BOl50pOsXCS++yL2cXqZUpiIiEqsPpEzSAh2Km8k77hczt+BGTYqfRL2QQ4ZqIv7UMXilTclf0WGa1fIVAVTB5xlw+vPgOP6avw2w1O40d1/geXm3zLMGqIHINebx1fj7rUjfZxzbximRB52cZHT0MGQL7co4z/eRcThZKtho9glrzTY9nGRbeFSsiq1L28Njxj7hcmib1A4vuxqq+M+kW2BS9xcT7F35ixh/LyKosAmBIRFs2DZzO8Ih2qNz8Lq7gCXz+AjQ+TwIqLMajmI11MzAO+6l7Ehr0JSCnrGIdBcVvNtDHRk5M8CJ81H2wiuVcyX0QvSmpzn18VK3oFrECtTyMctMVjmc+QKU5w+XYSK/+9I34CLmgJqviEAczn8Tshs0JVDflluj5KAQtaRV/sCfzLZcpsnZ+gwlRx2CwlnE0d43rY6lCidTEImLlQon7KrD6xM3VjI/rwMem72nr28xlP5xDuQlYRSvNvCOJ1jlT5zan5lsjO6OpRWMnl+WxJ1O6mV21p/js4m9YERkY3oL2tdiey8W5/HxdqhB8vL0Ltue0xPaMadGRcC9HpmRX8mUSCyQzw0ntHc0MTRYLS6rYnqldujuZGUK1qPmedu3QuBAtpxQWkZiTi1wQGNLCtdj2sD3N5Z7tgequ7PWluaC6Q3u5vn7GBySdD8DJK2kUl7sO2F1BJhOYNVoKRDf9lsCVjLwG7/ufxNr98VxMy8VXp+bpuxveowhqCptdt6qo3aPrWn3C5lrBrithc03X5jCXfbqqr2t7c9Iapez5+goqzSYEHFtY2NJfjWv17rJ1ZG/lF+ZkMujOsflcsaRTa6QLwl/lqBc6WyT5tnXwc112nlKeyR+F5xHqaE+xK3svhaYiglVBDA0b6LTdIlrYlL4WgPa+nZgSO533Oi7mzfbv80DMFHoF9SWojmrVhqDcXMrxgj18l/IBb56bxGdJr5Ktdy4Db+HTitfavkuvoL6IiOzI+on3EueQUZnuNLa1b0vmdphNv+DeiIhsztjO7HNzSauQnjNKmZIHY+/gvU5PE6UNJd9YxOyEJXx6eU1VZZeOl9vex5sdHsJf6c3V8kwe++NjVlzbjdlqIUIbwCfdH+bZNrejlik5nn+F8Yc+5qe0E4iiSKDaiw+6jWVln/oLhmzwBD5/ATJ5JCovqbVDZfFrWC35Dd7XSzuMkIAFABSXfUFpecMagsoENU1DlqJTdcRsLeBK7iSsbpgZ+3epmtI94js0iigqzdc5nT3T7dgwXS/6RXyKQvAiV/8Hp/PdN5MN07ZlRNQ7yAQl18oOcKHoJxfnW93K4mThFrcNTNvW6N3lDvWJm20VXe7aVSQUV/WGcaPvOZIniZb7u0hzlZn1HMiRAhtXouZN108iItI/tCUtfB2p9TKTgS3XpXTSEy5cmtddOY0IDI1qQWt/x4fRpcJcDmdJuoOp7Z3F0ssTJN3BuDYd8VM76pp+uXaF9NISfFRqxrVzZqhKDQb2XZMW9K6RziaMAAeuJgPSQ8yVaSFUNyb10dSdoskqkX777JIyruTUfa/YUl3n0rI5csl9014booP9aR4RhMUq8sQXmzicmNJgFrZz8ygGxzXHKopM+/gHvttzskHaov8EMvKLeeu73Xy8UWIXZ97Vz6EyrD7ojWaXpeyiKHI+TUoN1WZ8bILnJrVK2VMLqzx8/ByDcXvgUyPAKdTrMVml+zZYV32+trRWeE0PnypmJ7JGgJNe9VmYztshgE8rLwIgupbf1cXiquDOr7aw2UxSqbStnZ/jNX+uWKq+q832mK0WLpVK21y5uAPsypJeTnoFdSRS6/zSZBWtbK1qRDo6epTLF68zRSfJ1Kejk3vxcOxjdAvs6VRd9VdQbMrno0uz+CHtMxKKj0rtgioS+fjSs2xO/5qyWv4+WrmWh2Km8mjTmXjJvUmtTOHt86+w5voKSkyOY3UKLdOaPcyTLabhrfAmueI6Lye8ybfJq+1No1v7xvJR5xe4PVJ60diRdYgZNdiffiEdWNbzOfqFdMAiWll2bQePn1hEUmk6MkHGmCa9+b7PDDr4N6bcbOCthB946sS3dvYnyqthbCl4Ap+/DI33DARZOFbzFcrzJ2C1FjV4Xx+vMQT4vgRAfvHrmEwN0yfIZd40D1mBUh6OwZxCduln9e6jVUbTPWIlAkpKjecoM7pnikK0nekZ9jYAGeUH63yARHt1pUOA5J+QZ3DdyTrWuxteikAsoplCo2u2qZFWKkUsMGa73A6gkUtVWPo62nhAtRaoNkxVjJSvCxpaOq7ELoRpnBtBCghYqgKuUBc29rZGoL5K50oxpUyOuqrJqYAzLR2olh4EmRUlTnMdrPXCq6ok/lSu89tWM3/pZv81NRljrX5VTfz9kQkCpUYDv2c476tRKGgbKj38nt2xgz1XnNNE7cPDUCvkZJSUMuH79fZWBDXRs6p9xVeH/2DBnt/cthTpHhONt1pFakEx9yz5nqW//o7Z4jqI7RwTSXSgL0UVeh5ZupE5G3ZTpnfdbNiGx2+5CbVSztmULB77bCMPfrS2wQHQrNEDiA7xI7+kggUbfuWO1775rwqAMvKLeev73dz5+nI2HZLE6CO6teLOm9o3+Bgms4Wvdh+jwmAiMtCX2LDqB8XhSymkFZSgUyvp1KSakSwor+CPFOmh37VJLYYkUwogWoQ6shB5tj5dNVybK03SPKrkcodu7bYea2p5dSBg+7lq6oZk9pSX499ku+/MtV6GFIJND+i4Q039izstjKpWQ2JBELAiOp1nTVRUCXtb+LhmPU1Wk73itGtAnMsxuQZpPjv4xaGro8HyjcAimlmVspBScyEBylCGho1hStPZtPHphhULR/J/Zn7iE/ySvR5DLUFzl4DuvN5uLh384rBiYX/ubl5LeJZtGZvQWxxfunsEdmVeh9l09u+IRbSwK3svs+JfZnP6NsxWMxq5ikebjeadDjMIVQeSYyhgdsISPrr0HaWmcvxV3rzR/kFeaTsBH4WWy6VpTP3jI766sh2jxURjr2C+7Pko01vejEqm4EjeJcb99pFd+9NQeAIfFxCtrlkJV5DJg/EOXoMgC8ZiPkd5/kREa1mD9/f3mY5G3QdRrCSncEaDxc4KeSBR/lKH9qySJRjM1+vZAzSKCIK0Uiolu3xnnWPDtD0QUKC35FLhJjVmQ6AqBoBSU5bL7YIg4KsMqRrjOpXgrfAHqFPj4yX3qhrjWoTqJZcCiAqL6/Scd1XgVGF2HTh5VZW3l7vY7qVQE6SW3kBTK5zZim5BMQD8kZ/stNiq5QoGRUgsk6uGeuOax6GRKzhXmM3RHEd2I1CjY1oV0/PeiV/RWxyvj+e69yNIo+NSYR5Lzxx32NY2OJSJHeIAeG3/L+jNjg9xpVzOd6NH069JEyrNZqZt2cJ3VQ2AbegcFcHK8fcSoNVyLjuHe1es4XKe49///LB+zBgglV9/ceg4T23YRmGF8xx2iA5ny8yJ9GsZg9FsYeHuQ9z35RouZztfE8E+Xvzw9AOM6y0JrjccS+DOD1dy6GKy01gbhnRqzvbXJ3P/wC6olXJOJ2c2OACKDPLlh9cf5LUJQ4kM8nUIgD7feoSdxy9y+moGuUVlf1triobAIeD5TQp4erVpwrJnxzJ38q0Nqv6qNJpYdeAUt721jKW7pNTn/QO7OAiVvz0gMYf39GiPdw3mblfCZSxWkbaRocTWcG0uNxq5lCP9bnHRjqnb/CpDwpquzeYqtkdZq5WJ3EX62qsq5Vpuqr5ebS8HhYZKh98xTCvdkzkVjmtupE5igDIrHdcTuSAjpOo+ztY7shYhaumFJtfgvE9g1ctSvsH1+qSrqiJ1tXbUhsyNJse2bunkDWfwGoqfM78jpSIRtUzH5KavMTRsDM29O/Bg7ItMaTqbKG1TjFY9v2Sv5f2LMziav9OhlYWf0p8nmj/DUy1epLEuFoNVz0+ZG3k94VkO5O5xGBug8ufZVjN4qfUsYr2aoLcaWJf2I68kvMXlUunlqqN/Sz7p+jJ3RA5EQGBP9jEeP/EOh/LiEQSBoeFdWN7rBQaEdsIqWvk+ZQ9Tjn/I2aKryAUZE5v257ubptPJvwkVFiPvX/iJJ08sb/B8eAIfFxCLnkRsYKk5gFzRDO+gVQiCPxbTKcoKHkKsh5WwQRBkhAZ8jEzwxWA8SVHpogZ/b4DudnzUNyGKBtIK32zQPmFeUiVBdvmOOsfJZRoC1W0ByNWfqnOsj1KijEtM7gMkH4X0VlhqdhP4KKWFqsxc7DZy91JIi0+52XVgaRMLlptdBz42354yN4uTtz3wcZ06jNZJC7+trLImOgY0QiHIyNIXk15FvdbErdHSXP6cdt6JEQlQ67inqZRe++qCc2XblHbdCdN6k15ewrcXHDVQ/hotr/YeCMCik0dIKXGs3JvVqw/hXt5cLylmwbHDTsf2UatZeuedjGnfHqsoMnvvXub++qvDOXaOimD9xHHEBPiTXlLCuJVrOZZSrQsQBIHpA3oz947hKGQydl64zG2frWB3ojOrGO7nw+cP3Mm7dw/HV6MmIT2be5Z8z+f7jjl1WPfSqHj17sF8M2000YF+ZBWVMvWrTby2bhclla5/o2BfL567a8ANBUBKhZy7+nZg05yHHAKgL7cd5aVvtjPp/bWMeGkpvZ9czB2vf8PUjzYwZ8Uuvth6hM2Hz/F74nVSc4swmevvFF8fMvJLePv7X2oFPI355tkxLJl5N52auU5N1kRppYGvd//OLW98zXs/7CerqJRgXx3P3Nmf8f3i7OMuZ+Vx+FIKMkFgQl/HqsCtZyTt2ciOjp5jCRnZWEWRCF8fJxFzfrn7wEdRO/Cp+ndNxkZXZcdQYarWd9nMDY1WC+Xm6s/DtNJ3Z1U6vqzaAp+MCmd7gzCtb9U+jkGMjcnN0TsHN0Fq6Xj5RteBj+2lqcLN2tEQVFYFPtq/OfA5U3SY3/K2AjCm0XSC1Y6BanPvDjzRfB7jGz9NoCqMMnMRP6YvZeHFWZwtPupwv7T2bceLrecwJfYJglWhlJiLWXV9OW+ee4mThccdxrb3a8Ob7V7m8WaT8VX4kFaZwRvn3+Pb5NVUWvRo5WoeaXYP8zs9TSNtOEWmUuZd+Jp3zy+lwFhMoMqHOe0n8maHhwhU+ZBakcvMk5/y8cWNVJj1xHiH8kXPR3i+7R3o5CoSCj0tK/4aTKcQC59AFBsmrASQK9vgFfQdCD5YjMcoL5yCKNZNzdugUEQRHDAXgMKSBeiNdQcaNgiCQHTgm4CC4spdFFfuq3efEN1gBJSUm5IoM9ZdAROsjQMgr7Lu8/GtcnAuM+W49QDyUVYFPm4YHy+5tOhYsVBpcc3o2OjfCnfbqxidcjeMj53RsbgLfKre2iyuF6/GOulvSHPB+OgUKtr6Sw+jE/nJTtv7hzfHS6Eis7KE0wXOaaeHW/VAAPZlJJFU7DhHWoWSZ7tIAtZPzhyhQO/4993ZvC19ohpjsJh59bdfHBYfH5WaOf2l7tBLT/3Bot+POD34lXI57w4bxqw+Ehv41YkTPLltGwZz9W/ZJMCftQ+Mo0tUBCUGA5PWbmTzuQsOx7k7rh2rJ42leUggeeUVTF/3E0//sI2CcsfzFQSBO7u0Y8vMiQxq3RSzxcqiPYcZ9/kaEjOd2070aNaIjc88wIS+cQgCbDp+jrs+XMm+c1fcBjF/SwD0xkPMfmA4t/RoTVyzSMIDfJAJAiazhbTcYo5fTGXLkXN8se0ob6zcxbSPf2DU68voNXMRI178kofeX8NLX29n0aaDrPv1NAfPXiUpPa9OwbY94Jm9jI2/ncVstdKzdWO+fmYMS2beQ1yzKLf72lBQVsEn2w5xyxtfs2jrIQrLKokM9OWVewez/fXJTBzU1YEpWnlQur+HtG/m4N+TXljCyZQMBAFu6eCoi4tPkzxTarM9AHlVv3dgDS2PuSqoVdTSicltlZo1WDRdlet4eQ2GUqtQoqnS9hToq+/f0KrAJ8dN4JNZUez0O4drpW1OjE9V4JOrdw6WbGyvO8anvrWlIbAHPi6qvW4Uufp0NqQtAWBAyCja+TnrE0FK+3Xy78Oslh9xe+TDeMl9yTNm8H3KByy58jJXy847jO0W2Is57d5jbKMH8Fb4kG3I4suri5h/8Q0ulyY6jO0T3Iv5Hd+0i593Ze/lhTOzOVkoVSW39o3l4y7PM7bRzcgFGUfyz/D4iXfYnSWtVf1COrC85/PcGiGd+4/ph3j42Af8np+ITJAxunEv1vR9iinNBjd4XjzOza4g6MD4G2LR0+D/MUI9BlA2KFSd8A5aQVn+BMyGA5QXPoZXwBcIguu8cE146+6mvHI35ZU/klswnajQ3chk9d8AWmVLQn0eJqf0S9IKZ+OjuQmZ4F5kqpT7EqTtTV7lAXLKd+Ktetzt2GBNZy6ygjx9fJ3noFMEIRdUWEQjZaZcfFXOi6Gd8XET+ChkSrRybyotZZSZi/BSOPu86KpSXRXuUl1VC4a7VJa3op5UVxVdXWZyvT1aJ4k+XaW6QEp3nSlM40R+MqNq9ehSyxUMiWjJltQEtqedo3OQY2PMWN9AhkW3ZFfaJb5O/J25PW912H5303Ysu/AH5wtyWHT6MHN6DrVvEwSBt/sOZ8SGZRxMS2bLlQuMat7Wvn1EsxbM6tmHBccOsfD3w5QaDbzcZ4BDGawgCDzRsydRPj68uGsX2y9dIrusjC9GjSJAK81boE7Lt+NG8/y2HfyceJlnf9pBenEJj/XuYT9Wx6hwNj0ygU8PHGPpoeNsP3eJo9dSee2WQdzStqXDd4b6evPJhDvYejqRd7ft50JmDmM+W8WjA3rw6IAeqGo0+NSplLw0ahAjOrbktXW7SMkrYsbyLXRqEsETw3vTu4Vrx2hbADRpSDeW7fmD9YdO2wOgjjERTLu5Fze1buJyX6Vczqib2jHqpmobALPFSk5RGZkFJWQWlJCVX2r//8z8UrIKSzCYLOQWl5NbXM6Zq65N1Xx1aiICfYkI8iUi0IfwQF+u5xSy+fA5u+6pZ+vGPDqyF52b1x/sAGQXlfLt3hP8cPgsepMUtDYNC+ThYd25uUsrJw8ngPyyCraelALYB/o5NuT9+azk39I9JprwWgLmugKf/Ko0Z03Gx+Qu1eWS8amyMjA5BohBGh3p5SUU6Cto7OMPQLhOOq/MCsfAJ7yK1amwmCgyVhKgrj6XsKoAJ7sW42NLdRWZKjBazQ5an0CVtM1t4CN3nyZvKP5uxsdo1fNdygcYrXpivdoyPPy+evdRyJT0Cb6VrgEDOZC7hYO5P5FacZkvr75Oa5+u3BJxP2GaRlVjFQwKHU6voH7szt7OL9nbuVZ+hQ8vvUMHvzjuihpLpFZa53yU3kxr9jB9gnvx9bWV5Bry+PDSJ/QK7M7EmHH4KX25P2YkfULiWHRpFUll11l0eRUHck/wRPNxhGuDea7NWAaHdebDxPVk6gt44fRShod34/EWdxCu9WdC0364f5o5wsP4uIDgtwBQgmE3YvFLDfLZsUGh6oZX4DeAGrN+NxWFMxHFhlHfwQFzkcsjMJmvUlDcsNQVQITfUyjloRjMyWSXfFnv+DAvqYt9fTqfYI2kryg1JWNwY34IUrrORym5o7pLd/nYND5uUl0A3orqdJcr6OrR8NSn8dHVszh5VTE+ZW4Yn0ZedQc+XQNjAEnn4wq3RksP0J/TLrgUAE9pI2l5Nl07S26lYzpPLpPxSjepTPa7i6e4WlzgsD3WL4CZnSUn1LeO7KNI7/g3zujei9f7Sft/FX+Cl/ftxmJ1vq7vbNuWZXffjY9azYmMDEavXk1KUZF9u0ap4KNRI5ncQyqdX3jgMK/u+MUhTaVSKHh6cB/WTR5Py9BgCioqefqH7cxcv5W8WuJoQRC4Pa4NW2ZOZGjb5lLPsX1HGfv5Ks5nOHtOdYmNYsPT9zN5UDfUCjmnUzJ5dOlGHvxsHb8nuae6azJADwzsgkap4ExyJo9/vomJH63l0AVnbZYrKOQyIoN86doimtt6tmXKrT157f5hLJl5D5veeIjDH89g93uPsuKF8cx/ZCRP39OfcQPjGNCxKS2jQ/CpMicsqTBwMS2X/aevsHpfPAt/OMAPB89itljp0aoRX826l8+evKdBQU9KTiFvrNnNrW9+w/e/nkJvMtO2USgLHr6dH16cyO3d27oMegDWHj6N0WyhQ6NwOsc4ps+2uUlziaJoD3w6RTm6IhvMZkoNEtPdoFSXC8bH5jxeU+MDEKCW7t9CQ/W1bU9plTsGJGq5gmC19KKUWem4nthSXdm1Ulp+Sp092MnTOwZSwVVBkbtUl65q7aj4OxgfuXOBxJ+FKIpsTPucbEMqPgp/7mv8NHIXrYjcQSPXMTx8HM+3/oSegcORISOx9AQfXXqG9amfUmysXgO1ci13RN7DW+0/pH/wYGTIOFscz1vnX2ZF8lIKjdVrVQe/trzXYQ4jI0YgIHC04DjPnX6NX3MPIYoisV5RfBA3i0mxd6KSKYkvusj0k3PZnL4Pi2ila2BLvu75LKMb9UdAYFfWH0w6Op/9OacbXMUJnsDHJQR1TwT/RYAc9JsRSxrms2ODUt2nqnmpEpN+KxVFzzYoeJLL/AkN+BiAkvJvqajc06Dvk8u8awidF2Mwp9U5PkQ3CAEFZaZLlBuvuR2nkvvhq5SqrepLd9kalpa6DXzqZnygZuBT5HJ7vamuejQ+XvVofOoSN4Pk7wGuU10AnQMbI0MgraKQrErn4K1vWFN8lGpy9KWcyHd+SHcNjiYuKBKj1cJ3l539jPpExDA4uhlm0cq8E/udtj/aqQfN/YPIq6zgvd8POG2f1KkL7w0ejkwQWHP+LLN2/+ykqwHo3bgx68aOJdLHh+SiIkavXk18ZjVzIRMEXhzcn9nDBiETBNadTmDqhs2U1XJZbh8Zxg+P3Mf0/r1QyGTsSkxi5Gcr2HL2gtP9FOLjxcfjb+PDsbcSoNNyMSuPsZ+vYtEvhzGaHdOnWpWSp2/tx46XHub+vp1RKeScvJbBw19sYNLn6/njqvvrP9jXi2fvGsC21x/+SwGQOwiCQJCvF+1jwhnapSUPDO3K82MHsfCxUax55X5+XfA4BxY8ztpXH+Cjx0fxwthBTBzWlWFdWzK8a0uWzrqXz58aTZcW0fV+16X0XF74djt3vvstG48kYLZY6dY8ms8fu5tVz9zHkE7N6xQ/G0xm1hyW0g0P9O/iwHpdzs7jYlYeCrmMYe0cjSvTioopqKhEKZfTLsLRfsGm71HKZPjWcPn+cxof14xPQJXOJ79GqtfWviK93Pl+i7DrfByDlTCN9Hnte1QQBIKrUlq1Bc71Mj716AMbgsqqoOnvYHyO5u8kvug3ZMi4r8ksfJTOlaoNgY8ygLuiH+Xplgtp79cLESsnCvfx/sUZ/Jy50kGW4Kf0574mk5jdbh6d/bsjInI4/wCvJzzLj+nrMFqlgFgtV3Nf49G81f4VYnSNKbdU8OXV5cxNXEi2Pge5IOfu6CEs7vIS7f2aY7Aa+erqRl44vZCU8ky0cjVPtBjFJ11n0MQrjEJTGW8krOCdcw2zhAFP4OMWgmYIgt/7gACVqxDLPvhzwY9mELqATwE5psoNVBa/2qD9tZp++Ho/AkBu4dNYLA0zVAvQjcJb3RNR1JNe+Fbd5yb3J1ArsQPZFfWwPjadTz3pLl+7wNk1tV8z1eUuCPSpquwqdcv42FJd7hidehghW6rLzVuZjfFxL26WAp9CYzllJucx3koNrf2kAPBEvrP3jEquYGikZHf/c9p5p+2CINhZn+8un6TS7FxK/VLXgcgEgV2plzmW5Rg8qeRy3u03HIDViWc4nuUcAIxp24GPh49EIZOx5XIij/28xUHLY0PL4GB+GD+edqGhFFRWMmH9enZedrQruL9rHEvuvh2tUsHBaymM/36d3cOl5jnNGNibH6bcR9vwUIoq9Ty3aQePrd1id/it+fff0qEVW2ZOZET7FlisIp/vP8boJatISHeuGAzx9ebFUQP5+cWHua9PHEq5nONX0njos/VM+WIDJ685a6ls+KcDoLrgrVXTIiqY/h2aMnZgHE/d3Z/3poxk3pSRdG1AwHP6WgYzvvyRe+d/x46TF7GKIv3axrL8yTF8PeNeertJ3dXGtlOJFJRXEu7vw7Aq52v7tjNSmqtfixj8dY7+UPFpVT2wwkNQKRxlAHlVFV2BXjqHc7AF2H+G8amodf0Haaoru2yI8qoWMddmUSN1vvZtNWFLg9VOdUG1zifHqeLLH4BcQ5HTPvD3pLps69pfDXxSKy6zNXM5ADdH3E+sV9u6d2gAQjRR3N/kWR5v9i4xXm0wi0Z+zd3M/MQnOJC7BVMN5/4wTQRTm83k+Vazae7dCpNoYkfWT7x57iXOl5y1j4v1asKb7V9mfKPRKAUl50ou8OLZN/gpYwcW0UKkNoR3Oszgiebj0Mk1XCxN5qlT77E65WdMVjNt/ZrwZfdZPBgzHIUg50i+85rqDp7Apw4I2tsQfKtSTuVLofzzP7W/SnsLOv+FgICxYiX6krcatJgG+r2EUtESizWX3MLnGujqLNAo4C1ATlHlz5RUOr/x14StuiunfFed40I0klYlt57Ap5rxcR34eCuDAAErZiosrgMbO+NjKnK53R74uGF8vOphfLzrYXS86wl8vBRqAlWSmLIunQ+4FjgD3BIlLUI70y/YfYFqYnh0Kxp5+VNoqOSHa2ectrfwD2ZcCykF+e4f+5wW+x4R0YxrLVWIvXxwl5O3D8BtLVrx5a2jUMsV7Em+ysNbN1FudBbchnp7s3rMGAbFxqI3m3nip59YdtKxmeeQFs34/r57CdLpSMzJ5d4Vq0nMcRYotw4PYd3kcTw16CaUMhn7Ll3lts9WsDH+nNP1HeStY+G421g4biSBXlqScvIZ/8UaFuz6DYPJOUgL8/Pm5TsHsf3FSYzp1RGFXMbRpFQmLlnHo0s3cjrFffPC/2QA9GcgiiJHL6Yw5ZMNTPxoLQfOXUMQYETnlqx9bgKfTL2Tzk0bpgWyHW9FVQn7hKqgsea2baelNNdtnVo77VunvsdW0aVzfHj/GcbHS2FjfFynumqKm8O0PigEGSarlZzK2iXt/oDkj1UTNsYn11DqdA+GuilpD9VIx8pxE/jo6nmpaggq/4Zy9nJzCd+lfIhFNNPOtyf9gm+/4WO5QmOvlkxt+iYTY14kVB1NpaWM7Zkr+PDiTE4U7sdaQ9bR1Ls5z7R8hWnNniJAGUieMZdFl+ez7NrnlFaZGsoFObdFjmBexzm0822N0WpkTeoPvJ7wLtfKU5AJMm6O6MOnXV+me2B7zKKFVde38/Sp+VwqTUElU/BQ0xF80f1pRkU7u967gyfwqQeCbiyCj2QyKJYtRCz/9k/tr9LdhdZ/PgCG8qXoSz+sdx+ZoCU08FNASYV+B2UVaxv0XVpVa0J8HgQgtfB1rHVUlUnVXXJKjReoMLl3xg3WxAFQZEh0274Cqiu73AU+ckGBlyKgakzdXj5uNT5VgY3BqnfwjbChWuNT6fJh1VCNT110dbXOx/Xf0LWGn48r3BTWFD+lhlx9GX/kOXsvKWQyJrWWepd9k3jcpRbo6bi+eClUnM7P5KdrF5y2v9ijP0EaHZcL8528fWwYFNOU5bffjZdSyeG06zyweQPFeue/20ul4vNRo7ivY0dE4O39+3l7/34HfVCHiHDWTxxH06BAskrLuHfFGpb9ftJJQ6SUy3msX082PTqBDpFhlOgNvLRlF4+u/tHetb0mRrRvyU8zH+TWDq2wWEW+OnCce5Z8z+lU19dYhL8Pr98zhO0vTGJ0z/YoZDIOX0phwidreOzrTZxNde0zBXUHQHfPW8Hzy7exeOshfjx6jhNJaeQUl/2fBERWq8jeM0lMWLCaqUs2cvxyKgq5jLt6tefHlx9i/kMjaV2r51ZDcOTydZKy89GqlNzT09EE8XRqJulFJWhVSga2cm5TEp9ef0VXTX0P1Ah83FR1WWpWddVgfGpe/zYvnwJD9TqkkMmIqGJ2bC7ONkRqbYyP4+fBGm/kggyLaCVP7xgs2bQ8tTU+oVWMT4mpAr3F+SXBxiZXWgxYGqjprAmraLUbs94o42MVLay9vohiUx7BqgjubfT439rHywZBEGjr242nWn7IPdGP4asMpMiUx/rUT1h0+Xkulpy03xuCIBDn35XZ7eYxOFTS9RwrOMSccy9wOO+AfVy4JpSXWs/i0aYP4SXXkVxxndcT3mXV9Q0YLAaC1QG81vZRnmv1EL4Kb1IqMnku/kO+vroJvcVIU+8IHm02ssF/gyfwaQAEr0kI3jMAEEvfQazY8Kf2V+vGofWT0k+Gso/Rl35a/z6q9gT6Pg9AXtGrmMz12/YDRPrNQiELwWC+Sk7JV27HqeQBBGol07m6RM46ZQQ6RTgiFvL1Z92O8/07vHzqETfXXBAqXbxZ2QIjs2jG6KJpanWqS+/SK6g+Hx+o1vm4Fzg3QUAguTzPafEEUMnkDIuS3qK3p7qmZu9t2glfpYbk0gL2pDu7YYdovXisg5QSm3/S2dTQX6Pltd6SkPnjk4dJLnYtTO8V3Yjv7rwXP7WGU9mZjP9xnT1VURMKmYw3hwzh+X5Su41lJ08yfetWuxsvQCN/P9beP5a+sU3Qm828u/dXxn+/jiv5BU7HaxEazJqHx/HskL6o5HIOJCVz2+crWHfyrFMwEeCl5YOxt7LovtsJ8tZxNbeACV+u5f0dB+yVS7URGeDLnNHD2PrCQ9zVvR1ymcDBxGTGL1rNE9/8aG/N4AquAqCrWQXsPHWJr3b/zuzVu3h48XqGvb6UXs99wj3zVvDUV1v48McDrPvtNIcTU0jLK3LrSN1QmC1Wth6/wD3vreDpr3/i3PVsNEoF9/WPY9trDzNn/DBiQm9MtwHY2Z67e7TDV+uYytpaleYa2qYZWpVjRareZCYxS2L0OkW5quiSrp8gN4GPu6ouiwsDQ8Ah3RtYleoqqCXcj/KqCnzKHNcNu8anDhPDrFopLbuXj8Hxcy+FBq1c0izl6IuoDa8aguT6vXycgxF9jfXsRsXNe3N+4FJZPEpBxf1NnkUj/3vdn2tDJsjpHjiE51ot5ubwCWhkOrL0KSxLfpelV98graLax0sj1zKm0f280HoO0drGlFvKWJGylI8uzyVbL72QCILAgJA+vN/pLXoFdseKlW2ZO3nx7BskFJ9HEAT6h3ZlSbdXGBjSDSsiP6bvZcbJuZyp6sPY4HP/W2fifxle00En9ZwSS15FrNz+p3ZXez2ExudlAPSl8zCUfVPvPn4+j6FR9UQUy8kpmNGg6jC5zJcof4mhyipZhNHsnuYPtZsZ1lfdFQfUrfOxpbr0lmKMbpihaoGzcyoE6g985IIcjczGyjinuzQytb1dhSvK2Rb4iIhUWpzZMNt2vdWI2ep6rhvZvHzKnR/oAL4qLS18pTfwkwWug1WbmeHOjAv2B4LDeShV3NdCSjEuvXDU5TEmt+1OuE4yNVx23rm/2ajmbegX1QSjxcKrv+12y07EhUWw5q4xBOt0XMjLZezGNWSUOmsfBEFgavfufDxyJCq5nF1JSdy/fr39QQfgr9XwzZi7eOvmIXipVJxKz+SOb77jy6PHnf5OhUzGI3268+PU+4mLiqDMYOS1rb/w8HcbSSty/v2Htm3OTzMf5PZOrbGKIst+O8GoRSvYcuq8y+o0gOhAP94aM5yfnnuIUV3bIhMEfr1wjTEfr2Lm8i0kpjtXjdlgC4B+njOZhZNvZ9ao/ozp05FerRoTHeSHXCagN5lJysxn39krrNh3gnfW7+WxzzYy8q1l9Hx2Mbe/tYzHPtvIuxv2snLfSfafvcKVrHz0Rvfu7AaTmfWHznDHO8t45bsdXM0qwFujYsqwHmyfPZkX7hlEeICz1cOfwZXsfH67mIwgwIQ+jrYLZouVHVVl7CNdpLkSMrMxW62EeHsR6ed8HrZUV1BDU112xqf6N1TLFfbQoNyFiWGhwXF9iapqUFpb4FzTy6c23Ol8qr18HD8XBMHO+rjS+ShkclRV/bduxMvHpktUCEqUMlU9o51xsfQUe7LXA3BX9FTCtU3qHC+KVk7kb+ZY3gayKi87pKj+LJQyNQND7+K51p/SL/h25IKCq+UJfJL0IqtSFpBnqH4GxXg15aU2b3B31DiUgoqLpRd46/zLbM/cbO/o7qf0ZUaLR3mm5XQCVQHkGHKZm7iQL64so9RUhp/Sm2daP8jr7aYSrPInS5/HK2cX88WV9Q0+Z4+PTwMhCAL4vIAolkPlWsTiZ0HQImhcd+J1BY3PY4hiJYayhVSWzEamaIRSM6yO75QTEriYtOzBGIzHKSr9lABf9w1GbQj0uoe88lWUG/4gregtmgYvcTkuVDeURN6g1HieClMqOmUjl+OCNZ25XraDvDocnFVyLzRyP/SWYkqNmQRpmjmNqbdthd29ucjt9+gUXuiNepc6H0EQ0Cl0lJnLKDdXEKDydzxHmRKloMAkmik3V9oDHRu85NVVKOXmSvxUzj297O7NblJdIOl8LpVk80d+MsMjnXsp9QyJwV+lpcBQwbHcZPqEOacTHmzZja8Tj/FHbhqn8zLoFOxYaqxVKHmuywCe+W0bS84eYUyLjnbxp20u3u43jOHrl/Nbegqbky5wZwvXIsfWwSGsu3sc929ez9WiQsZsXMt3o0YT4+/MKNzWqhVhXl5M3byZ+KwsRq9ezTd3301sQID9e8fFdaR/bAyv7viFg9dSeH//b+y8eJl5tw6nRYhjX6dmwYGsmjSGlb/Hs3DvIQ5fu87tn6/kuaH9GNe1o4O9v79Ow3v33sItHVoxZ/MvpBYW8+IPO/ni1995YnBvRrRv4dCGwYbGwf68M24Ejwzpwee/HGX7qYvsPXeFveeuMLR9cx4f3puWEa67Xgd66xjcsbnT5yaLhcyCUlLziqr+K7b/f3p+MQaThet5RVzPK4JE5wA4zN+bRsH+RAf50TjEn+hgP7IKS1m57yS5JdK1HeCt5YGBXRjTt5O9DP7vwMqDEtszuF1zGgf7O2w7evU6BeWVBOi09G7m3HfqdA19j6s0Sp6LdhVQ7eNTO/BR2Bmf6sBcEAS8lCrKTEYHnY8rjQ9UNyh1DnxsQuUyjBYzqhrNTcO0flCYSnatyi53bStA0vmkVGS7ZHxAYowLjKYbcm/W/wV9T6Exl7XXP0ZEpGfgMLoEDKh3n4O5KziaVy2h0Mi8aezViSZecTTxiiNAFfWn02ReCh9GRj7ITcG3sitrNfFFBzlTfJiE4mP0Dr6ZYWFj0ch1yAUFw8NH0jmgO6uvL+d8yVm2ZGzgj4Ij3N9kMk29pSrCLgGdaOPbinWpG9mdvZ8DeYeJLzrLxJhx9ArsTvfA9nzatRnLk7fwc+Zv7Ml2dr13Bw/j8ycgCAKC7xzQ3A6YEYtmIBpcv5G7g8bnaVQ6SYdTUfQMVot73QGAUtGIYP93ACgseR+D0Vnw6uo8GwW8DcgoqthKmcG1zkMlDyBAI7lh1tXCIlgrvRXm689iFd03bazPy8e73lSXPyAxPu4YinpNDG39uG7AvVkuk6ORq6rOwY17s5d792Yb6vPzUcrkDI+U3qZdVXcBhOl8uKOJ5PvzVeIxl2PuatqOdoFhlJqMLDp9yGl7E98AZnZx7+1TE7H+Aay7exwxfgGkl5YwZuNaLua7/p26R0ezYfx4Gvn5cb24mHtXr+aPdMcKqkg/X74ecxdzbx2Oj1rNmcxsRi1fxZLDzq0p5DIZD/Xqwuap99OtcRQVRhNvbN/Lgys2kFpY5PT9A1s3ZdtTDzFreF/8tBqu5RXy7Lrt3PXJd+xMuOS2l1ZMSADzxt/Cj89O5Na4VggC/JKQxN0LVvLMd9vsXcgbAqVcTuMQf/q0iWFcvzieu2sAix4ZxaaXHuTo/BnsemMKX8+4l9njhjF5aHeGx7WgTXQo3hrp+souKuOPpDR+PHaORVsP8fzy7SzYfJDcknLC/L15/u6B/Dx7MpOH9fhbg56Csgq2nJB0YRP7dXbabhM139yhpUvvH3f+PTbYGR93Gp9agY+tUWht1k5n79dVzfjYAvuCWoyPLfBJqxX4BKh0drfn2i0t7CaG+toi5irhs965YbCN8XErcP4LlV0VN+jhY7aa+D7lQyosZURrm3Fb5KR69zlbtMse9DTWdUIl06K3lnGp9BC7sz7lqyuP8PnliWxPX8C5or2UmVyz2+4QoAphbOOZzGjxPi19pMamh/K2seDSU5wrrg5OQtShzGj+HJNipuGj8CFDn877F99i9fXlNTyNNDwYcx+z275AlDaCEnMpnyQt5YNLi8kz5KNTaHm8+VjmdnySvsHO17M7eAKfPwlBkCP4zQP1EMCIWDQN0Rj/J/YX0Pq9hlzZHtFaSEXhk/WmsLx19+KlHQmYySmYjrUBfcR0qrYEeVV1TS9b7XZcQ6q7fJWxKGW+WEQ9hYZEt+NsPbvcCZzr8/LxqUp1mUUTBjfpMlvgU+nOpLCBXj5uK7tszQbdmBjaStoLjOVugyObwDmpNIdCg+sA7dZGUlCzKyMRk5u02sOtJR3Pz6mJpJYVOW2XCYLd1PD7i/FcKXZ+cD/SsTstAoLI11cw+/Aet53TAaJ8fFl3z1haBQWTW1HOuI1rOZPtOjBvGhjIhnHj6BQeTqFezwMbNrD9kmOeXRAERndsx/YpExnULBaTxcLCA4e5d8Ual5VfMUEBrHzwXl69eSBapYLfU9K4/fOVrDh2yum8vdQqpvTvzu5nHmbm0Jvw1ahJysnn6TXbuGfJd/xyPslt8Nw0NJD5E25l06wHGNFJasWw8/Ql7vxwBc9/v52rOX9uoa8NmUwgzN+Hbs2jubt3e2be3pf3J93Gmucm8Nu8x9n/zjRWPj2Odx+4mcdu6c1t3dsQFxtBhybhzBk/jG2vPcyEAZ2d9DV/BXqTmd1nL/P8qp8xmi20iw6jS2yU85jzki5jZMdWTscQRZFTVYFPZxfCZqhD3FwV7NYOphRVPkO1q6tclbTbGJ9ig94hdRrlJvARBIEIreueXdX9uhw/t7WmMFjNlNa6v0OqKrty3TA+f6VtxY16+GzNXE5aZRJauTf3NXmm3jRZSvlpdmZI/SB7B49nXMw8ZrZaz/0xC+gXMpFGuo7IBQWl5jwSinezLeN9llyewNdXpvJL1mdcLj2CwU1VbW1EamN4OPZVHo59lSBVOCWmAlamzGdl8nyKTdJaJQgCPYP6MLvde9wU1B8RkV9z9zDn3IucKqxO4bfwaca77V/nnqg7UAgK4ovO8sKZ2ezM2oNVtNLerzkzW9bvTG2DJ/C5AQiCEsH/I1DdBGIFYuEURJNzdY37/dWSx4+gw2w8jKHss3rGCwT7z0cuC8NkvkxB8TsN+p4g77EAFFVsx2J1fbGGeg0FZJQYE6g0uTZ+EwRZg3Q+9Qmcq718XGt8lDI1apm0eLjz8rH1sXHfr6thXj7uK7vqFjjXLGlPc9GsFCBQ7UVTbymtd6rAuXILoEdwEwLVOoqMlRzNSXY5pk1AKH3DYyVNy0XXrN1NEU0YYjc1/NVpu83bRwA2J13g2f0/u9QV2RCi82LNXWOIC4ugyKBnwo/rOZbu+roI9vLi+3vvZWizZhgtFmZs3cpXf/zh3BvJx5svRo/ig9tuxk+j5lx2DnctX8Xi3444ldvLBIEHenTmp2kP0DOmEZUmM+/s3M/9y9eRnO8s0vbWqJk2sCe7nnmYxwf1wlut4mJWHjNX/cToJavYl+i+n1fz8GA+vH8kG2c9wLAOzRFF2B5/kTs/WMGLq38mJde9W/mNQhAEAry1dIyJYGS3Nky7uRfv3H8z3z41ju9mjeeuXu1RKhrusFsXKo0mdp25xLPfbaPfnM95esVWjl6+jiDAtKE9nVIZ+y9epcJoItLfl7hGzk1Qs0rKyC0rRy4ItIsMc/mddnFzAzU+dsan1m9k79dVI9Xlr7Zp9KCohpePjfHJKHfl5WMTONfy8tHY+nU5Mj4auRJfpfQ9tXt21cf4eNXTEqcu3Ei7ilOFBziavxMBgXGNZhKoqru6L9+QxubUt7FiobVvf/qG3A9IIuVIXRt6h4xnfMx7zGy1nnsbv02PoNGEaVoAAvmG65ws2MKm1DdZdHEMK689xYGc5aSUx2N2UUhSEy194niq5YcMDLkLGXLOlfzOgotPcSTvZ7u2yFvhw8SYR3i65UuEqsMpNhXyxdWP+Sxpod35WSFTcHf07bzb4XVaejdHbzWwImUNc87NI7XCvWeXK3gCnxuEIKgR/JeAsguIJYiFkxDNVxu8v1zR1F7ppS/9ALPxZN3j5YGEBC4AoKTsayr0++v9Di9VN9SKGKxiBUWVrlNZKnkQgfZ0l3uRs83Ppy4HZ1uqyx3j41ujbYW7h1F97s1eDezX5TawaXBJu/vFq77KLqi/rF0hk3FzVBsAtqWdc3ucR6oMDdddiafY6PqcXuo6ELkgsDv1MkeznAOt7uHRfDR4JHJBYOPlc0z/ZQsGi3uBrb9Gy8pRo+kd1Ygyk5EHt/zArymuHb61SiVLbr+diXFxAMw9cIBXf/nFyYNFEARGtW/Dz1MeZFhLqTXFot+Ocs/yVZzLcq6yahTgz/IH7mHOrYPRqZScSM3gji9W8s2REy7FzL5aDdOH9GbXM5OZOqAHOpWSC5k5PPHdFsZ+vpoDl665veZaRgSzcOLtbHhqAoPbNcMqimw9mcjt73/LK2t2kpSV51ZA/d+GCqOJnacv8czKrfSf8zmzVm5jx+lLVBpNRAb48mD/rqyZeR+D2jlr8Gxprls7tnLp+HwqTXqhaR0eglbpzEaZrVYKXfTpggZofKxuGJ8aqS6FTIa/Wro/a5oYhut8kQsCRquFPL3jumArda8tcHbH+ACEVnVir92lvV4vH1uvv78S+DSwQWmW/job074AYFDoPbTy7VLn+ApzMT9cfx29tYxIbWtuiZyFILh+/CtlGmK9uzIwbDIPNl3EjFZrGRX9CnEBIwlQRSFiJbPyIkfz1rI25SUWXbyXtSkvczRvHZmVl1wKpZUyNTdHTGBmi/k00rXAYK1kc8bXfH7lNbIqqzVwrXza8lrbd7g1fBQy5JwuPsmccy+wL2eXvRI3ShvBa22fY1LMBDQyDVfKr/FKwlv8mL6tQXMHnsDnL0GQ6RACvgRFW7AWIBY8hFhPu4iaUGnvRakdBVioKJyOaHVth26DTjMYXy8ph5tb8DQWa91vpIIgEOh1DwAFZe5L8EO9JLff7Ar36a6aDs7unJfrc2/2VkrCYItoptKtiaE/AGWmut2by/8xxse2eDXEy8d94NOtnsAHYGQjSfj8c9p5t0FN3/BYWvmHUGE2sTop3uWY5v7BjG8ZB8A7LkwNAUY1b8tnw0ahksnZkXyZR3ZucukMbYO3SsU3t9/F4CZNMVjMPLLtR7YnuS4ZlctkvD5oEK8MGIAArDl7lpErVnA01bktR4i3F5/edRsfjbqVAK2WxNw87vl2NQsOHHJykJYJAuO7dWLrtIn0adoYg9nCe7sPcN+ydVzJdT33/joNTw7rw+5nJjOlXze0SgUJ6dlMW/Ej9325lsNJ7ruyt44KZdFDd7D2yfsY0EZi2jafOM+dH66k28ufMOqDb3ny259YuP0gm46f4+S1dArLXXtG/V+iwmBkx+mLzKoKdp75bhs7z1ym0mQmKsCXSQO6snrmeHa+9DDP3d6fdtHObE1JpZ4Dl5IBuK2jczUXwOkqx2ZX/j0AhRWViEi/m62xrQ3uytlt4nUnxkfpzPhADS+fGno1hUxGuM3Lp1ZKONJN2wpbh/Y8Q5lTBae9squWwNnu3lxPqqvCTZq8LlT8CcZHb6ngu+QPMIkGWnh3ZGjYvXWON1uN/Jj2NkWmTPyUYdzV6HWUsobrxrRyH1r59mV4xHQeaf4V01qs4JbIWbT1G4yXIgCzaCSl/BQHcpax8tqTLL44jk2pb3Gy4CfyDWkO90e4tgmPNXubUZGTUcu0XK+4xKLLz7MzaxWmqpYWSpmKO6JG80rbt2jq1RyDVc/a1JXMT3yDtArpxU4myBgaNpD5Hd+ga0AcFtHC1kz3OtXa8FR11YDtByopqTsAcdpP8RFiySNguQoVTyIEfNNgRbwovEhZxXGslhQqje+j9XuuzvEKYSb6yn2YzFcRze8R6P9y3eMtwygrfZ+y0t8IUF5GpXBe9DSWXpSXipSXniJbcxGtwnlhk4tRGMrkVIgFpOefxVcV6/xlRh8qy8wYhVSKA4tcvlHIKr2psBSRnn+NMK3zW6e8Uo2hzER2YQZNZC5+h0owlhnJV+dT4uui7LpSxFRuJLcwjxIf5+0yPdL2ItfbFXowlxvILcynxMv1dRBk0WApN3A5O5WSENdjWikDsVQYOF+RQlp+tp0+r4mWSj+ayn24XJrLmnNHGN+sm8tj3RfVjtcydrA8/jfGRbV1qHSyYXJsB35IOMHptGS2XohnYLTz3PYKDGNxn2HM2LuN/ZcTeV2+jdd6D3b5nTbM7zuQl00mdly5zPQfN/DjmAkuq70ARrdoQaRKxZx9+0jOzmb8ypUsHTWKHo2cqwX7RUWwbuydzNt7kN2Xkvh07wEup2fw3sgRTmN9ZLDw9qH8eOYCC/f+xokr17hj8df8+OgEwnxdl3bLgSm9O3F3hxasOHKKDX+c5WTSNSYlXWPagJ5M7u96rgEa+WqZO3ow51Kz+Xr/cY5fSUNv0HPpejmXrjuncX20Kib06cykge6P+U/hXGo2j3+zCb2p+uEdFeDD4PbNGdyuGW2iQu1rUWmps6+UDVtOXUBfUU6zkEDCdSqXa+AfSVew6PW08PNxuT0lNw+rXo+fTkt5maMxYGlJCVa9Hote77CvubISa6We8tJSh8+VRjPWSj35hQUOn3tbwFqpJy0vhzZVQQ1AGCpSK/RcykqneVVlFoC/WY6lQk9ybqbj8UUrQqUJo2jlWm6GVOVVBR+zAku5geu5mQ5rjMYiw1xuoAQDGQXZdt8vG2RVa09eYT4l/o7zY7AYMJVL7FVJSQlGuWPgkV+Uh7HMiKgT633+7M5aQ3pBCr7KQG6Nfpiy0ro1N8fzfyApNx6VTMvwxs9iqZBTwp97xjlCTRNZT5r49ET0FikwpnK9/CypFWdJq0ig2FrE2ZIDnEXqHuCrDOHBpp8gF6rDjXaqPkSHt+HnzBVcKD3BjrK1JOWc54GY5+1jfPDj0YgnOZJ/gC3pG7lUlsicnBd5rvXrRGill2wlCiaH3U+cqj27rkm9LRvU6UD8T7+u/BchLS2NRi4WaQ888MADDzzw4L8fqampREfX3fPOE/jUgNVqJSMjAx8fnxu2+i4pKaFRo0akpqbi6+tb/w4eNBieuf3n4Jnbfw6euf3n4Jnbf7Ntb/AAAAn/SURBVA7/v82tKIqUlpYSGRmJzIWfV014Ul01IJPJ6o0UGwpfX9//Ly6W/x/hmdt/Dp65/efgmdt/Dp65/efw/9Pc+vn51T8Ij7jZAw888MADDzz4F8ET+HjggQceeOCBB/8aeAKfvxlqtZrZs2ejVv99NvMeSPDM7T8Hz9z+c/DM7T8Hz9z+c/hfnluPuNkDDzzwwAMPPPjXwMP4eOCBBx544IEH/xp4Ah8PPPDAAw888OBfA0/g44EHHnjggQce/GvgCXw88MADDzzwwIN/Df51gc/cuXPp3r07Pj4+hIaGcuedd3Lx4kWncUeOHGHw4MF4eXnh6+tL//79qayUGuMlJyczefJkYmNj0Wq1NGvWjNmzZ2M0VncSTk5ORhAEp/+OHj3q8D3r16+ndevWaDQaOnTowPbt2x22i6LI66+/TkREBFqtlqFDh3L58uV/YGb+Ov6OuQW44447aNy4MRqNhoiICB544AEyMhx7JJ05c4Z+/fqh0Who1KgR8+fPd/oez9z++bn1XLc3Prc2GAwG4uLiEASB+Ph4h22e6/afmVvPdXvjcxsTE+M0b/PmzXM4xv/cdSv+yzBixAhx2bJlYkJCghgfHy/eeuutYuPGjcWysjL7mMOHD4u+vr7i3LlzxYSEBDExMVFcu3atqNfrRVEUxZ9//ll86KGHxJ07d4pXrlwRN2/eLIaGhorPPPOM/RjXrl0TAfGXX34RMzMz7f8ZjUb7mEOHDolyuVycP3++eP78efHVV18VlUqlePbsWfuYefPmiX5+fuKPP/4onj59WrzjjjvE2NhYsbKy8v9gtv4c/o65FUVRXLBggXjkyBExOTlZPHTokNi7d2+xd+/e9u3FxcViWFiYOGHCBDEhIUFcvXq1qNVqxS+++MI+xjO3Nza3nuv2xufWhpkzZ4q33HKLCIinTp2yf+65bv+5ufVctzc+t02aNBHffPNNh3mreYz/xev2Xxf41EZOTo4IiL/++qv9s549e4qvvvrqnzrO/PnzxdjYWPu/bTdizZuzNsaMGSOOHDnS4bOePXuKU6dOFUVRFK1WqxgeHi6+//779u1FRUWiWq0WV69e/afO7z+Bv2tuN2/eLAqCYF/ElixZIgYEBIgGg8E+5oUXXhBbtWpl/7dnbhuG2nPruW7/2txu375dbN26tXju3DmnefRct//c3Hqu2xuf2yZNmogLFy50u/1/8br916W6aqO4uBiAwMBAAHJycjh27BihoaHcdNNNhIWFMWDAAH777bd6j2M7Rk3ccccdhIaG0rdvX7Zs2eKw7ciRIwwdOtThsxEjRnDkyBEArl27RlZWlsMYPz8/evbsaR/z34y/Y24LCgr4/vvvuemmm1AqlYA0b/3790elUtnHjRgxgosXL1JYWGgf45nbPz+3Nniu2z8/t9nZ2TzyyCOsXLkSnU7ndFzPdfvPza0Nnuv2xtaEefPmERQUROfOnXn//fcxm832bf+L1+2/OvCxWq089dRT9OnTh/bt2wNw9epVAObMmcMjjzzCjh076NKlC0OGDHGbj0xKSmLx4sVMnTrV/pm3tzcffvgh69evZ9u2bfTt25c777zT4WbMysoiLCzM4VhhYWFkZWXZt9s+czfmvxV/dW5feOEFvLy8CAoK4vr162zevNm+zd282bbVNcYzt3XPree6vbG5FUWRhx56iGnTptGtWzeXx/Zct//c3Hqu2xtfE2bOnMmaNWvYt28fU6dO5d133+X555+3b/9fvG7/1d3Zn3jiCRISEhwiYKvVCsDUqVOZNGkSAJ07d2bPnj188803zJ071+EY6enp3Hzzzdx777088sgj9s+Dg4OZNWuW/d/du3cnIyOD999/nzvuuOOf/LP+K/BX5/a5555j8uTJpKSk8MYbbzBx4kS2bt2KIAj/t3/IfyH+ybn1XLc3NreLFy+mtLSUl1566T9y3v8/4J+cW891e+NrQs1569ixIyqViqlTpzJ37tz/yXYV8C9mfKZPn87WrVvZt28f0dHR9s8jIiIAaNu2rcP4Nm3acP36dYfPMjIyGDRoEDfddBNffvllvd/Zs2dPkpKS7P8ODw8nOzvbYUx2djbh4eH27bbP3I35b8TfMbfBwcG0bNmSYcOGsWbNGrZv326v0HA3b7ZtdY3xzG3dc+sKnuu2/rndu3cvR44cQa1Wo1AoaN68OQDdunXjwQcfBDzX7T85t67guW4bvibURM+ePTGbzSQnJwP/m9ftvy7wEUWR6dOns2nTJvbu3UtsbKzD9piYGCIjI53KAi9dukSTJk3s/05PT2fgwIF07dqVZcuWIZPVP5Xx8fH2ixGgd+/e7Nmzx2HM7t276d27NwCxsbGEh4c7jCkpKeHYsWP2Mf9N+LvmtjZsby4GgwGQ5u3AgQOYTCb7mN27d9OqVSsCAgLsYzxz++fn1hU81239c7to0SJOnz5NfHw88fHx9lLetWvX8s477wCe6/afnFtX8Fy3N7YmxMfHI5PJCA0NBf5Hr9v/czn1fxiPPfaY6OfnJ+7fv9+hfK+iosI+ZuHChaKvr6+4fv168fLly+Krr74qajQaMSkpSRRFUUxLSxObN28uDhkyRExLS3M4jg3Lly8XV61aJV64cEG8cOGC+M4774gymUz85ptv7GMOHTokKhQK8YMPPhAvXLggzp4922UJoL+/v7h582bxzJkz4qhRo/5ryyv/jrk9evSouHjxYvHUqVNicnKyuGfPHvGmm24SmzVrZi/BLCoqEsPCwsQHHnhATEhIENesWSPqdDqn8krP3P75ufVctzc2t7XhqsrIc93+c3PruW5vbG4PHz4sLly4UIyPjxevXLkifvfdd2JISIg4ceJE+zH+F6/bf13gA7j8b9myZQ7j5s6dK0ZHR4s6nU7s3bu3ePDgQfu2ZcuWuT2ODcuXLxfbtGkj6nQ60dfXV+zRo4e4fv16p/NZt26d2LJlS1GlUont2rUTt23b5rDdarWKr732mhgWFiaq1WpxyJAh4sWLF//eSfmb8HfM7ZkzZ8RBgwaJgYGBolqtFmNiYsRp06aJaWlpDsc4ffq02LdvX1GtVotRUVHivHnznM7HM7d/fm491+2NzW1tuCuv9ly3/8zceq7bG5vbEydOiD179hT9/PxEjUYjtmnTRnz33XedPJT+165bQRRF8Z9gkjzwwAMPPPDAAw/+2/Cv0/h44IEHHnjggQf/XngCHw888MADDzzw4F8DT+DjgQceeOCBBx78a+AJfDzwwAMPPPDAg38NPIGPBx544IEHHnjwr4En8PHAAw888MADD/418AQ+HnjggQceeODBvwaewMcDDzzwwAMPPPjXwBP4eOCBBx544IEH/xp4Ah8PPPDAAw888OBfA0/g44EHHnjggQce/GvgCXw88MADDzzwwIN/Df4fmJ9thHlWLJkAAAAASUVORK5CYII=\n", + "text/plain": [ + "<Figure size 640x480 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 640x480 with 2 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cs = plt.contour(x, y , values.T, levels)\n", + "fig2, ax2 = plt.subplots(1)\n", + "site.ds.water_depth.plot(ax=ax2, levels=100)\n", + "ax2.plot(xs, ys)\n", + "problem.model.plot_comp.plot_initial2current(x_init, y_init, state['x'], state['y'])\n", + "ax2.set_title(f'Max Water Depth Boundary: {maximum_water_depth} m')" + ] + } + ], + "metadata": { + "colab": { + "collapsed_sections": [], + "name": "bathymetry.ipynb", + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.9.13" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/docs/notebooks/regular_grid_optimization.ipynb b/docs/notebooks/regular_grid_optimization.ipynb index 9db285219c320e96d1ac83e99cf193d9e033043d..ffd23eb8008364f5b6e79e407f19c1a795dfc7c1 100644 --- a/docs/notebooks/regular_grid_optimization.ipynb +++ b/docs/notebooks/regular_grid_optimization.ipynb @@ -14,9 +14,23 @@ "[Try this yourself](https://colab.research.google.com/github/DTUWindEnergy/TopFarm2/blob/master/docs/notebooks/regular_grid_optimization.ipynb) (requires google account)\n" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this example, the wind farm layout is set up to represent a grid that depends on the inter-turbine spacing of the wind farm. This creates a regular layout where the turbines do not change their individual positions. An additional cost model component is created to translate the grid layout to individual turbine positions for later used in the topfarm optimization problem." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Install TOPFARM if needed**" + ] + }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -30,21 +44,24 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Import section" + "**First we import basic Python elements and some Topfarm classes**" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 1, "metadata": { "id": "0tTJQPtBHbXU" }, "outputs": [], "source": [ "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", "from py_wake.examples.data.hornsrev1 import V80, Hornsrev1Site\n", "from py_wake import BastankhahGaussian\n", "from py_wake.utils.gradients import autograd\n", + "\n", "from topfarm import TopFarmProblem\n", "from topfarm.plotting import XYPlotComp\n", "from topfarm.easy_drivers import EasyScipyOptimizeDriver\n", @@ -58,14 +75,45 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Set up site and optimization problem\n", - "Grid layout optimization is using the topfarm.reg_x_key and topfarm.reg_y_key which defaults to 'sx' and 'sy' respectively to indicate turbine spacing in x- and y-directions.\n", - "The TopfarmProblem has to be instantiated with 'grid_layout_comp=' where you convert spacings into XY-coordinates which enables the use of AEP-components and constraint components as XYBoundary and Spacing components which rely on XY-coordinates. The regular grid functions in topfarm.utils also supports grid rotation, row-staggering and number of rows to number of columns ratio." + "This example is using the **topfarm.reg_x_key** and **topfarm.reg_y_key** which defaults to 'sx' and 'sy' respectively to indicate turbine spacing in x- and y-directions.\n", + "\n", + "The `TopfarmProblem` has to be instantiated with **'grid_layout_comp='** where you convert spacings into XY-coordinates, which enables the use of AEP-components and constraint components as `XYBoundaryConstraint` and `SpacingConstraint` components which rely on XY-coordinates. This is done by the **reg_grid_comp** component, taking the inter-turbine spacing and grid rotation as design variables.\n", + "\n", + "The regular grid functions in topfarm.utils also supports grid rotation, row-staggering and number of rows to number of columns ratio, as follows:\n", + "\n", + " regular_generic_layout(n_wt, sx, sy, stagger, rotation, x0=0, y0=0, ratio=1.0):\n", + " '''\n", + " Parameters\n", + " ----------\n", + " n_wt : int\n", + " number of wind turbines\n", + " sx : float\n", + " spacing (in turbine diameters or meters) between turbines in x direction\n", + " sy : float\n", + " spacing (in turbine diameters or meters) between turbines in y direction\n", + " stagger : float\n", + " stagger (in turbine diameters or meters) distance every other turbine column\n", + " rotation : float\n", + " rotational angle of the grid in degrees\n", + " ratio : float\n", + " ratio between number of columns and number of rows (1.0)\n", + "\n", + " Returns\n", + " -------\n", + " xy : array\n", + " 2D array of x- and y-coordinates (in turbine diameters or meters)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**First we set up site and optimization problem**" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 2, "metadata": { "id": "2vx4s8huHfXq" }, @@ -86,13 +134,14 @@ } ], "source": [ + "#specifying the site and wind turbines to use\n", "site = Hornsrev1Site()\n", "wt = V80()\n", "D = wt.diameter()\n", "windFarmModel = BastankhahGaussian(site, wt)\n", "n_wt = 16\n", "boundary = [[-800,-50], [1200, -50], [1200,2300], [-800, 2300]]\n", - "stagger = 1 * D\n", + "stagger = 1 * D #to create a staggered layout \n", "\n", "def reg_func(sx, sy, rotation, **kwargs):\n", " x, y = regular_generic_layout(n_wt, sx, sy, stagger, rotation)\n", @@ -118,6 +167,7 @@ " return aep\n", "\n", "daep = windFarmModel.aep_gradients(gradient_method=autograd, wrt_arg=['x', 'y'])\n", + "\n", "aep_comp = CostModelComponent(input_keys=['x', 'y'],\n", " n_wt=n_wt,\n", " cost_function=aep_fun,\n", @@ -146,12 +196,54 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Optimize" + "Before running the optimization we can plot the regular wind farm layout with the **reg_func**, specifying an initial value for the inter-turbine spacing of 3D and rotation of 50 $deg$. You can also change the input values of the function to see how the wind farm layout changes and distorts when given a rotational angle." ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Staggered wind farm layout with inter-turbine spacing of 3D')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 640x480 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x, y = reg_func(3*D, 3*D, 50)\n", + "plt.figure()\n", + "plt.plot(x,y,'.')\n", + "plt.xlabel('x [m]')\n", + "plt.ylabel('y [m]')\n", + "plt.title('Staggered wind farm layout with inter-turbine spacing of 3D')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Now we run the optimization**" + ] + }, + { + "cell_type": "code", + "execution_count": 4, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -177,21 +269,19 @@ }, { "data": { - "image/png": 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\n", 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ZmZkFPpNfK+lnOv+/RZX9+jxaWlpo06YN9/jQoUOIjIzE/PnzcevWLcybNw/Hjx/n+mVZWVmhc+fOUscgohJ9dzAVA0tgGF4ZGxsXmEMEACIiIgDk1Xh8Kf/LvLj+GQBw/PhxjB07Fv3798e8efNgYGAAJSUlrF27Fu/fv+fKSSQSGBgY4MSJE4Ue5+sv+vKUlJQER0dHJCYm4sGDBwVei6Koq6tDT0/vmx2dv/THH39g165dWLduHUaNGlVs2QsXLiA9Pb3Q/hn5MX7dMRcADAwMpPpP7Nq1C82bNy/Q36Rv3744fPgw/Pz84ODggKVLl6JGjRqwt7dHaGgogP/104mJiUFoaCjMzMyK7cA5ePBg/PzzzwgKCoKVlVWhZerWrQtlZWW8fv26wL5OnToBAJSVC35lCoVC2Nracn1dPD09pWqK2rVrh4MHD3J9Y/r371/o+YtKTvOT9qLo6ekhNzcXKSkpBToenzhxQqom48aNG9i4cWOBPlu1a9fm/t/Y2BhisRjR0dFSiX12djbi4uK++T4s6Wfa2NhYavvXZYs7T3JyMhYtWoQ///wTmpqaOHXqFAYPHsy9toMHD8aJEycKJDCJiYnf/O5gKg6WwDC8atasGTw8PJCcnCzV6c/Ly4vb/6WQkBAAQIMGDYo97rlz51C7dm24urpK/eJatmyZVLk6derg1q1baN++/Td/WQLAu3fvCvyKy59g7svOrGWVmZmJPn36ICgoCLdu3ULDhg1L/NyUlBTExsaWOPnauXMnli9fjtmzZ8PFxeWb5U+cOAEtLS307du3wL7GjRtDRUWl0BtYeHi4VExRUVFcLcOX8mvLcnNzAQCfPn3Cu3fvpG6y+fJHyiQkJBQY1fOl/Jt4YZOc5dPU1IS9vT3u3buHsLAw1KhRo8iyX+vQoQOuXr0KNzc3REdHczUwQF4Cs2jRIly5cgUZGRmFNh+VRX5NU0hICJo0aSK178s4AHATCRY3Yin/M+fj44NevXpx2318fCCRSAp8Jgt7fkk+040aNYKysjJ8fHykmiKzs7Px/PnzAs2TX1qxYgUsLCy4JDo8PBzNmzfn9puYmBTorB8WFobs7OxvfncwFQiP/W8Yhp48eVJgzojMzEyqW7cutWnTpkD5bdu2kUAgoNjY2GKPO3DgQKpdu7bUvBBPnjwhgUBA5ubm3La7d+8SAK5z6JdycnK4uTqIiu/E26xZs5JcLqe4Try5ubnUt29fUlZW5iY7K0xGRkahc5XMmzePAJCrqyu3LTs7m968eUPh4eFSZf/55x8SCoXk7OxcovkxoqOjSVlZmUaNGlVkmX79+pGSkhK9efOG2xYQEEBKSko0depUblvv3r1JVVWV3r59K/X8/v37k1AopLCwMCLK62h9/vx5qb+VK1dy86+cP3+esrOziYgoKiqqQDzZ2dnUokULUldX/2ZH1/v375NQKCR7e/tCy965c6fQzsP37t0jAGRra0saGhpSHajT0tJIWVmZbG1tCUCBjsxFdUgOCQkhAHTo0KFiY37//n2hHbwLU9J5YKpVq0a9e/eW2j5y5EjS0NCguLg4bltMTAy9efOG0tLSuG2l+Uz37NmTjI2Npd7Hf//9NwGgq1evFhrf27dvSSQSSc0zNGbMGBowYAD3uF+/fjR27Fip5128eJEAkK+vb7HXz1QcLIFheDdkyBBSVlamefPm0d69e6ldu3akrKzMTVz1pd69e1OHDh2+ecyDBw9yM7ru3buX5s+fTzo6OmRtbS2VwBD9b8SKo6Mjbdmyhf766y+aNWsWmZiYSN1UzM3NqV69eqSjo0Pz58+nLVu2UOPGjUkoFNK1a9e+GdO9e/do5cqVtHLlSjIwMKBatWpxj7+81lmzZhEA6tOnT4HZb48dO8aVCwkJIR0dHZoyZQpt27aNtm3bRr169SIA1LNnT6nkLf9mOGbMGG6bl5cXqaqqUvXq1engwYMFzvP+/fsC17Bjxw4CUOz1+vv7k5aWFhkbG9PatWtp7dq1ZGxsTNWrV6f//vtP6vVQUlIiAwMDWrFiBe3cuZMcHR0JAE2cOLHY17Kom37//v2pS5cutHz5cm4W4/r16xMA2rRpU7HHzLdr1y5SUlIiIyMjmjNnDu3fv5927txJs2bNIn19fVJVVS0wo2xGRgapqqoSALK3ty9wTBsbGwJAOjo6BSZbK2sCQ0TUqFEjGj58+DfLlSSBIfrfyKrBgwfT/v37uckFv560cNmyZQSAPDw8pLaX9DPt6+tLIpFIaiZeNTU16t69e5Gx9erVi0aPHi217dKlSyQUCmnBggW0YMECEgqFdOXKFaky06dPJzMzMzaRXSXCEhiGdxkZGTR37lwyMjIikUhErVq1KvQGmZiYSKqqqvT3339/85gSiYTWrFlD5ubm3Beku7s7jRkzpkACQ5Q3fbyNjQ2pq6tTlSpVqHHjxvT7779L1ViYm5uTk5MTXb9+nZo0aUIikYjq169f4hlU87/sC/tbtmwZV65Tp05Flvvy5pOQkEAjR46kunXrkoaGBolEIrK2tqY1a9ZwNRL5Cktg8m9mRf0VduNs27YtGRgYcDPRFsXX15ccHBxIU1OTqlSpQv369aOgoKAC5by8vMjR0ZGMjIxIRUWF6tWrR6tXr/7mEPCibvqnTp0iBwcHMjQ0JGVlZdLV1SUHBwe6ePFiscf7mp+fH40ePZrMzMxIVVWVNDU1qUmTJjRnzhx69+5doc/Jr2FZuHBhgX0zZ87kkuSSXktpEpjNmzeTlpYWpaenF1uupAkMUd5nwsrKilRVValOnTq0ZcuWAjf/ohKYkn6mifJq2Nq1a0dqampUvXp1mjZtWqE1i0R5S0VoaWkVqEkkIlq7di2ZmJiQsbFxgWkWxGIxGRsb0+LFi0t07UzFICD6Rg8xhlEQW7duxYYNG/D+/fsS9VeRtVq1aqFRo0Zwd3cv93MzTHGSkpJQu3ZtbNiwARMmTOA7HIVz4cIFjBgxAu/fv+c6DzMVH5uJl6kQcnJysHnzZixevJiX5IVhFJm2tjZ+//13bNy4ERKJhO9wFM769esxffp0lrxUMqwGhmFKiNXAMAzDKA5WA8MwDMMwTIXDamAYhmEYhqlwWA0MwzAMwzAVDktgGIZhGIapcCrtUgISiQTh4eGoUqUKW7yLYRiGYSoIIkJKSgpMTEyKXeOs0iYw4eHhUqvhMgzDMAxTcXz+/LnAYq9fqrQJTP6qrJ8/f5ZaUIwpu7S0NG6l2PDwcGhqavIcUeV0+PBhzJo1C2PGjMHWrVuL/SVSEXl6emLBggU4e/ZsoatXMwzzY0pOToapqWmB1dW/VmlHISUnJ0NbWxtJSUksgZGxtLQ0aGlpAQBSU1NZAiMHOTk5aNu2Ldq2bYu//vqr0jaDSiQSCIVCxMbGQlNTk01SyDBMie/flbYGhmEqKiKCiooK7t69C01NzUqbvACAUCgEEcHJyQm1a9fGyZMnK/X1MgwjO5WrTpphKrj379+jXbt2eP/+PapUqVLpmo0KIxAIMHfuXPzzzz9Yt24d3+EwDFNBVP5vR4apIJKTk9G3b1/ExsaiWrVqfIdTroYMGYKlS5di0aJFcHNz4zschmEqANaExDAKYsaMGfj8+TO8vLygq6vLdzjlbtmyZXj16hXGjBmD0NBQaGtr8x1SpUZEyM3NhVgs5jsU5gejpKQEZWXlMjcXswSGYRTApUuXcPToURw6dAgNGjTgOxxeCIVCHDhwAM+ePWPJi5xlZ2cjIiIC6enpfIfC/KA0NDRgbGwMVVXV7z4GS2AYRgEoKytj7NixGDNmDN+h8EpXVxddu3YFESEoKAhWVlZ8h1TpSCQShISEQElJCSYmJlBVVWUdp5lyQ0TIzs5GTEwMQkJCYGlp+d19/VgCwzAKwNHREY6OjnyHoTA2btyINWvWICgoCAYGBnyHU6lkZ2dDIpHA1NQUGhoafIfD/IDU1dWhoqKCjx8/Ijs7G2pqat91HNaJl2F4FBAQgKFDhyImJobvUBTKhAkTQERYvXo136FUWj/CCDdGccni/cfewQzDo0WLFuHp06dsssWv6OnpwcXFBbt370ZoaCjf4TAMo4BYAsMwPHny5AkuXLiAlStXQiQS8R2Owpk1axb09PSwdOlSvkNhGEYBsQSGYXiyfv16NGzYECNGjOA7FIWkqamJTZs2oUWLFnyHwjCVxtixY9G/f/9iy9y9excCgQCJiYnlEtP3YgkMw/AgMTER165dw4wZM1hfhGKMGDECs2fP5jsM5ivLly/HypUrC923cuVKLF++XG7njoyMxIwZM1C7dm2IRCKYmpqiT58+uH37ttzOKQsCgQAXLlzgOwxs27YNhw8f5h7b29sX+Iy1a9cOERERCj+dAfvmZBge6OjoICQkBKNGjeI7FIX3+fNnLFiwANnZ2XyHwvw/JSUlLF26tEASs3LlSixduhRKSkpyOW9oaChsbGxw584dbNy4Ea9evcK1a9fQuXNnTJs27buPmz+p39cq43tOW1sbOjo6xZZRVVWFkZGR4g+vp0oqKSmJAFBSUhLfoVQ6qampBIAAUGpqKt/hVDhisZhyc3P5DqPCeP36NQGg06dP8x1KpZCRkUEBAQGUkZFRpuOsWLGCANCKFSsKfSwPjo6OVKNGjUK/dxISEoiIKCQkhACQn5+f1D4A5OHhQUREHh4eBICuXLlCLVq0IBUVFfLw8KBOnTrRtGnTaNasWaSnp0f29vZERPTq1Svq2bMnaWpqkoGBAY0cOZJiYmK443fq1IlmzJhB8+bNI11dXTI0NKRly5Zx+83NzbnvTABkbm5e6PXlx37q1CmytbUlkUhE1tbWdPfuXalyd+/epVatWpGqqioZGRmRi4sL5eTkcPvPnj1LjRo1IjU1NapWrRp17dqVe83GjBlD/fr14/7/y7gAUEhICPf65L+mRETnzp2jhg0bkqqqKpmbm9Off/4pFZO5uTmtXr2axo0bR1paWmRqakp79+4t9DqJin8flvT+zRIYptRYAlM29+7dI319fQoJCeE7lAqjZcuWNHToUL7DqBRklcAQ/S9pUVVVlXvyEhcXRwKBgNasWVNsudIkME2aNKEbN27Qu3fvKC4ujjp16kRaWlo0b948CgwMpMDAQEpISKDq1avTggUL6M2bN/Ts2TPq1q0bde7cmTt+p06dqGrVqrR8+XIKCgqiI0eOkEAgoBs3bhARUXR0NAGgQ4cOUUREBEVHRxcbe82aNencuXMUEBBAEydOpCpVqlBsbCwREf3333+koaFBU6dOpTdv3tD58+dJX1+fS5jCw8NJWVmZNm/eTCEhIfTy5UvauXMnpaSkEJF0ApOYmEi2trY0adIkioiIoIiICMrNzS2QwPj4+JBQKKQVK1bQ27dv6dChQ6Surk6HDh3iYjc3N6dq1arRzp07KTg4mNauXUtCoZACAwMLvVaWwBSDJTDywxKYspkzZw4ZGxuTWCzmO5QKY8WKFVSlShXKysriO5QKT5YJDBFxyYuqqqpMjlcULy8vAkCurq7FlitNAnPhwgWp53bq1ImaN28utW3lypXUvXt3qW2fP38mAPT27VvueR06dJAq06pVK3JxceEeA6Dz58+XKPZ169Zx23JycqhmzZq0fv16IiJauHAhWVlZkUQi4crs3LmTtLS0SCwWk6+vLwGg0NDQQs/xZQKTH/usWbOkynydwIwYMYK6desmVWbevHnUsGFD7rG5uTmNHDmSeyyRSMjAwIB2795daByySGBYHxiGKUdEhIsXL6JPnz6s824p9O3bFykpKbh37x7foTBfWLlyJbKzs6Gqqors7OwiO/bKAhHJ/JgtW7YssM3Gxkbq8YsXL+Dh4QEtLS3ur379+gCA9+/fc+WaNGki9TxjY2NER0d/V1y2trbc/ysrK6Nly5Z48+YNAODNmzewtbWV6p/Svn17pKam4r///kPTpk3RtWtXNG7cGEOGDMH+/fuRkJDwXXHke/PmDdq3by+1rX379ggODpZaDPTL10AgEMDIyOi7X4OSYN+gDFOO3r17h3fv3qFPnz58h1KhNGnSBCtWrECtWrX4DoX5f/kddlesWIGsrCysWLGi0I69smJpaQmBQIDAwMBiy+X/MPgy4cnJySm0rKam5je3paamok+fPnj+/LnUX3BwMDp27MiVU1FRkXqeQCCARCIp/qLkQElJCTdv3sTVq1fRsGFD7NixA1ZWVggJCZH7ucv7NWAJDMOUo2fPngFAgV8zTPEEAgGWLFkCS0tLvkNhIJ28LFmyBACwZMkSuSYx1apVQ48ePbBz506kpaUV2J8/Z0n16tUBABEREdy+58+ff/d5W7RoAX9/f9SqVQt169aV+issASqKioqKVG1FcZ48ecL9f25uLnx9fblV6hs0aIDHjx9LJWienp6oUqUKatasCSDv89K+fXv88ccf8PPzg6qqKs6fP1/ouVRVVb8ZV4MGDeDp6Sm1zdPTE/Xq1ZPbiLOSYAkMw5SjoUOHIjw8HLq6unyHUuF8/vwZW7duLfFNgJEfsVgslbzky09i5PVvtHPnTojFYrRu3Rr//vsvgoOD8ebNG2zfvp1rdlFXV0fbtm2xbt06vHnzBvfu3cPixYu/+5zTpk1DfHw8hg8fjqdPn+L9+/e4fv06xo0bV6rrrFWrFm7fvo3IyMhvNuns3LkT58+fR2BgIKZNm4aEhASMHz8eADB16lR8/vwZM2bMQGBgIC5evIhly5bht99+g1AohJeXF9asWQMfHx98+vQJrq6uiImJ4RKgwuLy8vJCaGgoYmNjC60xmTNnDm7fvo2VK1ciKCgIR44cwV9//YW5c+eW+PrlotgeMhUY68QrP6wTL8OH/I6Fr1+/5juUCk3WnXjLW3h4OE2bNo3Mzc1JVVWVatSoQX379uU66BIRBQQEkK2tLamrq1OzZs3oxo0bhXbi/XKYMFHhHVqJiIKCgmjAgAGko6ND6urqVL9+fZo9ezbXkbaw5/Xr14/GjBnDPXZzc6O6deuSsrLyN4dRnzx5klq3bk2qqqrUsGFDunPnjlS54oZRBwQEUI8ePah69eokEomoXr16tGPHDu65X3fiffv2LbVt25bU1dVLNIxaRUWFzMzMaOPGjVIxmZub05YtW6S2NW3aVGo4+Zdk0YlXQCSHnlEKIDk5Gdra2khKSmIL5clYWloatLS0AOS1D5emGvVHZ2tri4ULF7I+MN8hKSkJOjo6OH78OJydnfkOp8LKzMxESEgILCwsoKamxnc4zBdCQ0NhYWEBPz8/NGvWjO9w5Kq492FJ79+sCYlhyklqaiqePHmClJQUvkOpkLS1taGtrY2wsDC+Q2EYRgEo8x0Aw/wo8jsVmpiY8BxJ4RIiwvDa4yaSYqKhXd0AjTp3g65xDb7DkmJiYiLVOZNhmB8XS2AYppyEh4cDyJsfQtFMHTMKIc+80a2RFUAECARYs3YtLGzaYNfho3yHx+nVqxfMzc35DoNh5KJWrVpyme+msmIJDMOUk/wJnQwNDXmORFpCRBhCnnnj2usgEAHdrC1x83UQrvsHoSeAhMhw6BopRq3Rn3/+yXcIDMMoCJbAMEw5ad26NU6ePMl1gFYUrz1uolsjKxAB1/2DcOvNO4glEvSwrodujazw+s4N2I0Yy3eYAPI692VnZ0NfX5/vUCo89kuf4ZMs3n+sEy/DlBNzc3MMHz4cysqK9bshKSYaIEI3a0soCYUQSyRQEgrRzdoSoP/fryDmzJkDJycnvsOo0PJnS01PT+c5EuZHlv/++3r23tJQrG9ShqnEgoKCcPXqVUydOrVMH1pZ065uAAgEuPk6iEtexBIJbvoHo3tjq7z9CkIsFvM682dloKSkBB0dHa5JU0NDQ2pdHYaRJyJCeno6oqOjoaOjU6bPc6kTmPv372Pjxo3w9fVFREQEzp8/j/79+wPIW29i8eLFuHLlCj58+ABtbW04ODhg3bp1UiMv4uPjMWPGDFy6dAlCoRCDBg3Ctm3bpKrWX758iWnTpuHp06eoXr06ZsyYgd9///27L5Rh+PbixQvMnj0bY8aMgY6ODt/hcBp17oY1a9fiun9QXrORtSVu+gfjun8QBAJg3JbufIfIyczMhKqqKt9hVHhGRkYAINeF9himODo6Otz78HuVOoFJS0tD06ZNMX78eAwcOFBqX3p6Op49e4YlS5agadOmSEhIwKxZs9C3b1/4+Phw5ZydnREREYGbN28iJycH48aNw+TJk3Hy5EkAee3c3bt3h4ODA/bs2YNXr15h/Pjx0NHRweTJk8t0wQzDFwODvJqMqKgohUpgdI1rwMKmDXoC/z8KCeje2AoCAWBh00ZhOvACea+donWCrogEAgGMjY1hYGBQ5EKHDCMvKioqMqlJLXUC4+joCEdHx0L3aWtr4+bNm1Lb/vrrL7Ru3RqfPn2CmZkZ3rx5g2vXruHp06fcUuY7duxAr1698Oeff8LExAQnTpxAdnY2Dh48CFVVVVhbW+P58+fYvHkzS2CYCiu/FjIiIgJWVlY8RyNt1+GjSIgMx+s7N7h5YMZt6a5QyQsAREZGokmTJnyHUWkoKSmxJjmmwpJ7H5ikpCQIBALuF+fjx4+ho6PDJS8A4ODgwC1CNWDAADx+/BgdO3aUqiru0aMH1q9fj4SEhEIXwsvKykJWVhb3ODk5WX4XxTDfIX/+l/z5YBSNrpGJwow2KsqLFy+kPucMw/y45DoKKTMzEy4uLhg+fDi3nkFkZCRXlZ5PWVkZ1apVQ2RkJFfm62ri/Mf5Zb62du1abqpxbW1tmJqayvpyGKZMtLS04OTkVOZ23x+ZsrIyW3uLYRgAckxgcnJyMHToUBARdu/eLa/TcBYsWICkpCTu7/Pnz3I/J8OUlru7O7p06cJ3GBWSp6cn2rdvj6ioKL5DYRhGAcilCSk/efn48SPu3LkjtZqkkZFRgZ7vubm5iI+P536ZGhkZFfiSyn9c1K9XkUgEkUgky8tgGJnLzs7G27dv0bhxY75DqXCePHmC58+fs0nsGIYBIIcamPzkJTg4GLdu3YKenp7UfltbWyQmJsLX15fbdufOHUgkErRp04Yrc//+fane8Tdv3oSVlVWh/V8YpqI4e/YsmjRpgoSEBL5DqXB8fX3RrFkz1umUYRgA35HApKam4vnz53j+/DkAICQkBM+fP8enT5+Qk5ODwYMHw8fHBydOnIBYLEZkZCQiIyORnZ0NAGjQoAF69uyJSZMmwdvbG56enpg+fTqGDRvGjdIYMWIEVFVVMWHCBPj7++P06dPYtm0bfvvtN9ldOcPwID9Jf/jwIc+RVCxEhIcPH6J169Z8h8IwjIIQUCkXJLh79y46d+5cYPuYMWOwfPlyWFhYFPo8Dw8P2NvbA8ibyG769OlSE9lt3769yIns9PX1MWPGDLi4uJQ4zuTkZGhrayMpKUmqCYspu7S0NO7fKjU1lXWqLAUigpWVFezt7bFv3z6+w6kwXrx4gWbNmuHmzZtwcHD4rmOkpaUhMDAQNjY2AICNGzciICAAWVlZyM3NhZKSEn799Ve0bt0ar169wuvXr1GjRg00btyY1fwyTDkq6f271H1g7O3ti12EqST5ULVq1bhJ64rSpEkTPHjwoLThMYxCEwgE6Nu3L06cOAGJRAKhkC1HVhL169fH1atX0bFjxxI/Jzk5GcePH8eTJ0/g6+uLwMBACAQCZGdnc9M2hIWFQV1dHUpKSpBIJMjMzAQAXLp0CYsWLeKOVbt2bUycOBELFizgvuPY9PsMw69S18BUFKwGRn5YDUzZ3Lt3D7/88gtu3bqFGjVq8B1OpfLy5Uu8ffsWQ4YMQWJiImrUqAFra2vY2NigZcuWaNGiBZo2bVqixDElJQWfPn3C8+fP4evrC2tra0yYMAHe3t4YPnw4+vTpg4EDB8LOzo4lMwwjQyW9f7MEhik1lsCUDRGxG14p+Pv7Y86cOTh48KDUmmr5srKy8O+//2LXrl3w9PREnTp1EBwcDIFAgIyMDKirq8s0nrdv32Lbtm1wc3NDWFgYGjRoABcXF4wZM0am52GYH1VJ79+s/pphyll+8uLv74/U1FSeo1F8u3fvLnL4dHR0NMzMzODs7Aw1NTX8+++/ePPmDfcayzp5AQArKyvs2rULnz9/hoeHB6ytrfHu3TsAebU2sbGxMj8nwzAFsQSGYXgQHR2Npk2b4vjx43yHotBSUlJw9OhRTJo0iVtaJDc3F2fPngURwcDAAMuXL8ebN29w69YtDBw4ECoqKuUSm0AggL29Pc6ePYsVK1YAADZt2oQ6depg1apVSEtLK5c4GOZHxRIYhuGBgYEB+vTpgx07dkAsFvMdjsI6fPgw0tLSuEVcvb290axZMwwdOhRPnjwBAEyZMgX169fnM0yuxmfatGkYP348Vq5cCUtLS1y8eJHXuBimMmMJDMPwxMXFBQEBATh16lSx5SQSCSIjI+Hv748XL17Az88Pr169Kqco+UNE2LVrF5ydnVG9enUsWLAAtra2UFNTg6+vL2xtbfkOsYDq1atjy5YtCAoKQsuWLdG/f3/4+fnxHRbDVEqsEy9TaqwTr+wMGDAAz58/R2BgIHJzc/H8+XP4+PjA19cXDRs2xPz58/Hq1Ss0adJE6nkqKirc5JBdu3ZFWFgYzM3N0aJFC9jY2KBz584FZsGuiOLj45GTkwM3NzdMmzYNy5cvx++//w5lZbmsgiJTRIRHjx6hffv2ICIEBgaiQYMGfIfFMAqPjUJiCYzcsARGdl6/fo29e/eiTp06mDNnDiQSCUQiEZo0aYJRo0ZhxowZSE9Px+3bt6GnpwcVFRUIBAJIJBJuVtp9+/YhMDAQ7969g6+vL8LDw7kJ3+7evYu0tDR06dJFLh1a5SUxMRFisRipqakwNzeHWCzGu3fvYGVlxXdo3+XcuXMYNmwYtm/fjilTprBRaAxTjBLfv6mSSkpKIgCUlJTEdyiVTmpqKgEgAJSamsp3OBVOfHw8bd68mRo0aEAbNmwgIiJ/f3/as2cP+fn5UXZ2dpmOHxERQRkZGURENHbsWAJAGhoa5OzsTJ6eniSRSMp8DfI2evRo0tXVJSUlJXry5Anf4ZRZTk4OzZo1iwDQ5MmTKSsri++QGEZhlfT+zfrAMEw5CQgIwPjx42FiYgIXFxc0bdqU68fx7Nkz3L59G02bNi3zKBojIyOoqakBAA4ePIiAgAAsXrwYT548Qfv27eHq6lrma5EnNzc3HD16FAkJCZg/fz5atWrFd0hlpqysjK1bt+LAgQM4dOgQBgwYwM36yzDM92EJDMPImUQiAQB8+vQJt27dwpIlS/D582ecOnUKHTp0AADo6uri7NmzOHz4sEzPLRAI0KBBAyxYsABBQUG4evUqevXqBQBYunQpjh07plCjoOLj4zF8+HAAefO/rFq1qlIttzB+/Hi4u7tDJBKxZiSGKSPWB4YpNdYHpmQSEhKwZMkSvHv3DlevXgUAiMXiIjugjh07Fq6urnjy5AkaNmwo19gkEgmGDx+OM2fOoFGjRti0aRO6d+8u13OWxJAhQ+Dq6or169dj7ty5fIcjd0FBQahVqxY3xw3DMGwmXobh1eXLl9GoUSMcO3YMnTt3hkQigUAgKHb0zI4dO2BmZoZ+/fohPj5ervEJhUKcPn0aT548QbVq1dCjRw9MmjSJqy3ig1gsxqJFi3Dx4sUfInnJyMhAp06dMGPGjBItgsswjDSWwDCMjE2ZMgW9e/dG06ZN4e/vDxcXFygpKX3zeVWqVIGbmxusrKy4IdLy1qZNG9y9exf79u2Drq4ub80127dvR5MmTWBkZITevXvzEkN5U1dXx6pVq7Bv3z7s3r2b73AYpsJhTUhMqbEmpOLt27cPKioqGDt2bJn6OcTExEBPT6/ck4r9+/cjKioKixYtKpd+GidPnoSzszPq1q2LwMDAEiV7lcmsWbOwc+dO3Lx5E507d+Y7HIbhHWtCYphydOXKFSxbtgwAMHnyZIwbN65MN/+MjAy0adMGM2bMKPdmnZiYGCxZsgQ//fST3NfzefDgAUaNGgV1dXXcv3//h0tegLz1k+zt7TFp0iSF6lDNMIqOJTAMU0Y7duxA79694efnh9zcXJkcU11dHYsWLcLu3bvx888/l+uNbeHChfj3339x+fJl2NnZISoqSi7nuXfvHhwcHCCRSHD16lUYGxvL5TyKTllZGceOHcO1a9d+yASOYb4XS2AYpgzWr1+PmTNn4tdff8WFCxdkOsX9hAkTcOjQIRw8eBADBgxAcnKyzI79LQMHDsSjR48QERGB3377TS7nePjwIerXr4+VK1eiU6dOcjlHRWFsbIy6desiLS0Nz58/5zschqkQWB8YptRYH5g8Z8+exdChQ7F06VIsX75cbv1Frly5gtGjR+PixYto3769XM5RlPfv30NXVxfVqlWTyfHEYjHu37+Pzp07g4iQk5PDhhB/YcqUKbhw4QKCg4O5zxjD/GhYHxiGkbM+ffrg+PHj+OOPP+Ta2bVXr14IDQ1F+/btkZOTg5s3b8rtXF+rU6cOqlWrhtDQUAwYMAApKSnffazw8HD06tULPXr0wL59+zBw4EDW5+Mr8+fPR3x8PLZt28Z3KAyj8FgCwzCl9OjRIzx//hxqampwdnYul3Pm/xp3dXVF9+7d4ezsjLi4uHI5N5BX63b79m2MHj261J2KiQhHjx6FtbU1Xr58iUuXLmHLli1IS0urUAtMlgdzc3NMnToVGzZsKNd/X4apiFgCwzCl8PHjR/Tv3x+LFi3i5fxDhw7FsWPHcPXqVVhbW+P06dPlMkrJ2toaJ06cwMWLF7F8+fJSPXf79u0YM2YMevfuDX9/f4SFhSEwMBDr1q2TT7AV3MKFC0FEWLNmDd+hMIxCY31gmFL7UfvAZGdno23btkhISMDTp0+hr6/PWywRERGYOnUqLly4gGvXrqFHjx7lct5169ZhwYIFuHDhAvr161dkucjISLx+/RoODg5ISEjAw4cP0adPHxARGjZsiIYNG+Lff/8tl5groqNHj0JPTw9OTk58h8Iw5a6k92/ZDZlgmEpu1apVePXqFby9vXlNXoC8USvnz5+Ht7c3t1rzsmXL0KZNG/To0UNuw3FdXFwQHBxcZJ+fkJAQ7N69Gzt37oSRkRGCgoKgq6uLPn36AADevn3LlWGKNnr0aL5DYBiFx5qQGKYEUlNTsW/fPixatAjNmzfnOxxO69atIRAIkJycDHd3dzg5OcHS0hIbNmxAdHS0zM8nEAhw4MAB9O3bV2p7eno6evfujTp16mDfvn2YOXMmfHx8CiRS9evXR3h4+A8/bLoknj17hmnTprF1khimCCyBYZgS0NLSwsuXL7Fw4UK+QylU1apV4ePjgydPnsDOzg5Lly5F/fr1uVE+//33n0xvhNHR0bC1tUXv3r1BRNDQ0IChoSH279+PsLAwrF27Frq6ulLPycjIQFZWFqpVq1YuSxRUdImJidi1axcePHjAdygMo5BYHxim1H60PjAPHz5EvXr1YGBgwHcoJRYbG4uXL1+iS5cuSE5Ohr6+PvT09GBjY8P9OTo6QkVFpdjjZGZmIikpCYaGhsjIyMC0adPg6+sLf39/iMViqKqqIjQ0tESz6P7999+YN28ewsLCoKGhIatLrbSICKamphg8eDC2bt3KdzgMU27YPDAMIwNpaWkYPHgwb6OOvpe+vj66dOkCAFBTU8P58+cxYcIE5ObmYteuXejXrx83eqlXr16wsLCAtbU1GjdujMaNG8PKygrVqlWDuro6unbtyh3n48ePaNOmDXbt2oUbN24gJyenxJ1x3dzc0KRJE5a8lJBAIECfPn3g5ubGmpEYphCsEy/DFGPr1q1ISEiocAnMl1RVVeHk5MSNaCEihIeHQyQSAQBGjBgBf39/ZGZmQiKRQCAQQFlZGXp6ejAxMYG5uTmAvBvq7du3pY49evRorFy5EmPHji125tj09HTcvHkTq1atktNVVk59+/bFnj17EBAQAGtra77DYRiFwhIYhilCSkoKNmzYgF9++QW1atXiOxyZEQgEqFGjBvd45MiR332sP/74A66urvDw8OBGGhXm7t27yMzMRO/evb/7XD+izp07cyO6GIaRxhIYhinCiRMnkJqairlz5/IdisIyNzdHZGTkN5uFgoODUb16ddSrV6+cIqsc1NTUMHXqVL7DYBiFxPrAMEwRWrZsiY0bN8LU1JTvUBSahoYGMjIy8Pnz5yLLzJo1C58+fWKjj76Dn58fVq9ezXcYDKNw2CgkptR+tFFIzLd169YNKioquHLlCt+hVDonTpzAyJEjER8fX2BoOsNURmwUEsOUwa5du3Du3Dm+w6gwhg4dimvXrhU6eV5cXBxMTU3x8OFDHiKr+Jo1awYAePXqFb+BMIyCYQkMw3xFIpFg1apVePz4Md+hVBj56yIVVgMTFhaG//77D8rKrMvd9zAzMwMAhIeH8xwJwygWlsAwzFd8fX0RERFRYLp8pmgGBgZo27Yt3NzcCuyLiIgAAJiYmJR3WCUT9x64tRw4Nz7vv3Hv+Y5ISpUqVaCpqckSGIb5CvtJxDBfcXNzg66uLtq3b893KBVK//79cfPmTRCRVGfd/BuvIg4FXv7zQCgFX8WSTuoACIAAK9esh9jSEcv3uvIdHmfy5MmwtLTkOwyGUSisBoZhvvLgwQN07tyZNXmU0rx583Dz5s0CI41iYmKgo6MDVVVVniIrQtx7KAVfxVKPTKy8mw6QBCvvpmOpRyaUgq8qVE3M5s2bi51nh2F+ROwbmmG+MnnyZOjp6fEdRoUjEAggkUiQlpaGKlWqcNuHDh2KNm3a8BhZEfyO5dW8EGHp3SysepCFbDGwwl6Ut93vGOCwnO8oAQAfP36EQCDg+sMwDPMdNTD3799Hnz59YGJiAoFAgAsXLkjtJyIsXboUxsbGUFdXh4ODA4KDg6XKxMfHw9nZGVWrVoWOjg4mTJiA1NRUqTIvX76EnZ0d1NTUYGpqig0bNpT+6phKLSoqClevXkVCQgIA4NChQ3BycoK9vT06dOgAOzs7bN++HUBeP4w1a9bg0KFDePLkCTIyMoo87ogRI9CjR49yuYbKpnPnzpgxY4bUtlq1aqFTp048RVSMxE8ACEs6iaCqBGSLAVUlYEknEQD6//2KYeLEiZg3bx7fYTCMQil1ApOWloamTZti586dhe7fsGEDtm/fjj179sDLywuampro0aMHMjMzuTLOzs7w9/fHzZs34e7ujvv372Py5Mnc/uTkZHTv3h3m5ubw9fXFxo0bsXz5cuzbt+87LpGpTLZu3Yr+/fvD1NQURkZG6NWrF16+fAkgb+VkZWVl1KxZE3Xq1EHt2rW5eTM+f/6MzZs3Y/z48bC1tUWVKlXQsWNH7rj5CY2fnx9OnTrFFs/7TvXr14evr6/Utvv372PNmjU8RVQMHTMAAqy8l8UlL9liYOW9LACC/9+vGHJzc1mTJsN8jcoAAJ0/f557LJFIyMjIiDZu3MhtS0xMJJFIRKdOnSIiooCAAAJAT58+5cpcvXqVBAIBhYWFERHRrl27SFdXl7KysrgyLi4uZGVlVeLYkpKSCAAlJSV97+UxRUhNTSXk9Xik1NRUuZ7Lz8+PFi1aRLm5uURE1L17d+ratSu5uLjQmTNn6P379yQWi0t8vIyMDPLx8aG9e/dy79P09HSqWrUqde7cmXr16kV6enpyuZYfwaZNm0hTU5MkEgm37c8//6QqVarwGFURYt/Ris5qBIBW2IuIllWlFfaivMed1Yhi3/EdIadt27Y0duxYvsNgmHJR0vu3TFP6kJAQREZGwsHBgdumra2NNm3a4PHjxxg2bBgeP34MHR0dtGzZkivj4OAAoVAILy8vDBgwAI8fP0bHjh2lOv316NED69evR0JCQqGzUWZlZSErK4t7nJycLMtLY8pRVlYWzp07h127duHRo0cwMDDAhAkTYGFhgWvXrpVpOno1NTXY2NjAxsaG2yaRSLB+/Xq4ubnh2rVrICKMHTsWf//9N/vVW0omJiZIS0tDSkoKN4OmgYEBUlJSkJ6e/s01k8qVXh2ILR2xAv8bhbTEXgMQCCC2dAT06vAdIScyMlIxm+EYhkcy/XaOjIwEABgaGkptNzQ05PZFRkbCwMBAOghlZVSrVk2qjIWFRYFj5O8rLIFZu3Yt/vjjD9lcCMMbIkKHDh3g4+MDBwcHuLq6ok+fPlwiIY+1dDQ1NfHLL7/gl19+Qe/evREcHAxlZWUoKyuDiODl5YW2bdvK/LyllRiVjjePIpASl4Eqeupo0M4YOoYKlBAAMDY2BpDX5yg/gcmf/yUiIgJ16ihOUgAgb6h03Pu8DruJnwAdMyyZPkqhkhciQmZmpuLOo8MwPKk0Py8XLFiA3377jXucnJzMFuGrIMRiMU6cOAE7OztYWFhg8+bNMDAwgJWVVbnHEhcXh3bt2uHvv/8GANy8eRM9evRA9+7dsXbtWrRo0aLcYwKAaRPm4NOreDi2HJU/XQnWrF0Fs8bVsPPAJl5iKkzbtm0RHR0tNYrry6RG0RIYAHnJioKMNiqMQCBAREQE65fFMF+R6Tww+RNVRUVFSW2Piori9hkZGRVYLyU3Nxfx8fFSZQo7xpfn+JpIJELVqlWl/hjF5+/vj7Zt22LMmDFwd3cHANjZ2fGSvABAkyZNpJKUbt264d9//8XHjx9hY2OD6dOnFxgxJ2+JUen49Coe7k8P48rTYyACrjw9Bvenh/HpVTwSo9PLNZ7iiEQiVK9eHULh/75aatasiZEjR7Kh6WXEVvJmGGkyTWAsLCxgZGSE27dvc9uSk5Ph5eUFW1tbAICtrS0SExOlRircuXMHEomEmyvC1tYW9+/fR05ODlfm5s2bsLKyYquxVhK5ublcjUZaWho8PT0LDL/lw969e6XiEAgEGDhwIF6/fo2tW7fi4MGDOHz4cLnG9OZRBBxbjoJTy7G47HMYs/f3xGWfw3BqORaOLUfhjWdEucZTnOTkZPTu3RuPHj3itlWtWhXHjh1DgwYNeIys4jp8+DCaNWuG3NxcvkNhGIVS6gQmNTUVz58/x/PnzwHkddx9/vw5Pn36BIFAgNmzZ2PVqlVwc3PDq1evMHr0aJiYmKB///4AgAYNGqBnz56YNGkSvL294enpienTp2PYsGFcG++IESOgqqqKCRMmwN/fH6dPn8a2bdukmoiYiu3Dhw9YtWoVfv31Vzx79gzt2rXjOyQAecOpvxzyn09ZWRmzZs1CQEAApkyZAgC4e/cuxGKx3GNKicsACHC0GQVloQpyJTlQFqrA0SavOSklrug5bcpbVlYWLl++jJiYGKntMTEx8PT05Cmqis3Ly4sNo2aYwpR2eJOHhwc3hPbLvzFjxhBR3lDqJUuWkKGhIYlEIuratSu9fftW6hhxcXE0fPhw0tLSoqpVq9K4ceMoJSVFqsyLFy+oQ4cOJBKJqEaNGrRu3bpSxcmGUctPWYZR+/n5UWZmJhERRUdHyyO8MmnSpAlNnz79m+U+ffpEKioq1LNnT0pISJBrTI9c39HOKbfJqeVYAkDKQhUCQE4tx9LOKbfpkaviDPcNCwsjAOTu7i61fd26daSlpVWqIe9MnlatWtHo0aP5DoNhyk1J799lmgdGkbEERn6+N4E5cuQIqaqqljoZLU8dO3YkZ2fnEpW9ceMG6ejoUL169Qok6bKUEJlGvVuN5ZKWv37+XzLTu9VYSohKk9u5S+v169cEgDw9PaW23717lwCQj48PT5FVTImJiaSiokI7d+7kOxSGKTe8zAPDMEXZsmULfvvtN4wbNw6zZ8/mO5wiGRsbc6snf0u3bt3g7e2Nvn37okOHDvDw8IC1tbXMY9Ix1IBZ42rojbFwbDkaIEKvVqMgEABmjatBx0BxhlLnv3b5I4/ytWvXDtra2rh06ZLUHDxM8W7cuIGcnBw4OTl91/OJCCEhIfj8+TM3j8ykSZMQERGB7OxsiMViKCkp4a+//kK9evVw8+ZNBAcHo2bNmmjWrBlMTU1Z52FGYbEEhpG7TZs2Ye7cuXBxccHatWsV+gvR2NgYL168KHF5S0tLPHjwAL/99luRI+RkYeeBTUiMTscbz//NAzNi+U6FSl6AvNdjy5YtBeYsUVFRQa9eveDm5obly5fzE1wFNGDAAHh7e8Pc3LzEz/n8+TN2794Nb29vPHv2DAkJCahVqxZCQkIA5M2lpaSkBF1dXSgpKUn1r7ly5Qr++usvrsOwvr4+li9fjmnTpiEnJwdKSkpSI8wYhk8Coso5uUBycjK0tbWRlJTEhlTLWFpaGrS0tADkderW1NQssiwRYfbs2dDS0sKqVasUOnkBgI0bN2LNmjWIj4//rlg/f/6M9PR03oaBK7Jz587h77//xsWLFyESifgOp9LIzc3FlStXkJmZiaFDh+L9+/do164d2rVrx8063bx58xIn2BKJBOHh4fDz84Ovry86dOgABwcHHD9+HPPmzUOfPn0wePBgbgZ1hpG1kt6/WQLDlFpJE5jU1FRoaWlxE3ApevICAAkJCVBRUeGur7T69OmDN2/ewNvbG9WqVZNxdIrv/PnzMDIy4qZNYL6fq6srduzYAXd390I/Y5GRkfj777+xd+9e/Pfff+jXrx8uXLgAIC8JkXVy8fr1axw5cgQXL15EcHAw6tSpg1WrVmHYsGEyPQ/DlPT+zdJnRi4CAwNRu3Zt3LhxAwKBoEIkLwCgq6v73ckLAGzfvh2JiYkYOnToDzlvx4IFC3DixIki94vFYly5cuWHfG1Ka+fOncjJySk0eXnx4gVMTU2xZs0a9OzZE76+vlzyAkAuNSONGjXCxo0b8fbtW3h6eqJt27aQSCQA8moev56glGHkTt69ifnCRiHJz7dGISUkJFC9evWoQYMGFfL1HzduHP3555/f/XwPDw9SVlammTNnyjAqxZeUlEQCgYAOHjxYZJkXL14QAHJ1dS3HyCqegIAAAkAnTpzgtsXFxdHevXuJKG+6iiNHjsh9CH9JjRgxgrS0tGjZsmWUnJzMdzhMBceGUbMERm6+lcCMGjWKtLW1KTg4mIfoys7JyYm6detWpmP89ddfpKKiQu/fv5dRVIrvzp07BIBevHhRbDlbW1uys7MjiURSTpFVPL/88gtVr16dMjMzSSKR0LFjx0hXV5e0tLTo48ePfIdXQGxsLM2dO5dEIhEZGRnRxYsX+Q6JqcBKev9mTUiMTF26dAnHjh3Dtm3bULduXb7D+S5du3bF/fv3y7Tm0dSpUxEQEIDatWvLMDLFdvXqVRgYGKBRo0bFllu4cCEePHiA69evF1suLS0Nz58/h4eHB27evIkbN27g8ePH3P7ymAWZD2lpaXB1dcXcuXMRHx+Pfv36YdSoUXB0dMT79+9hZmbGd4gF6OnpYePGjQgODkbLli3x008/ITIyku+wmEqOdeJlSq24TrxhYWE4dOgQFi1aVGH6vXzt/fv3qFu3LlxdXTFgwIAyHSsrKwvu7u4YNGiQjKJTXLt27UJ8fDwWL15cbDkigp2dHdLS0uDj44PQ0FD4+PjA19cXvr6+GDBgAKZPn44rV64UmP/E0tISQUFBAIDq1atDIBCgdu3a3GibAQMGVIr10hITEyESibBhwwbs3r0be/bs4ZZjUXREhMDAQDRo0ACZmZl49eoVWrVqxXdYTAXCRiGxBEZuikpg8ifFqgysra3RunVrHDp0qEzHOXPmDH766Sd4eHjA3t5eNsFVcNnZ2Xjy5AlevnyJ4OBgbN++HQBgamqKli1bYvz48ejduzcSExMRHBwMXV1dqKioAMjrnGpqagoiwqFDhxAeHo63b9/C19cXgYGB+PDhA2rVqoUTJ05ARUUFPXr0gLa2Np+XWyohISHQ1NREeHg4mjVrhqysLKSmplbYlbw3bNiAxYsXY+fOnZg0aRLf4TAVRInv3/Juy+IL6wMjP4X1gXn79i3VqlWLXr58yXN0svH06VOKjIws83EkEgm1atWKWrduXan7fNy6dYuCgoKKLePv70/Tp08nbW1tOn78OBERPXv2jNzc3GSyLlZKSgr3Gvft25cAkIqKCg0aNIju3Lmj8K9/Tk4OtWjRgvT19UlFRYVCQ0P5DqnMsrOzacqUKQSApk2bRjk5OXyHxFQArBMvS2DkprAEZsiQIVSzZk3KyMjgOTrFc/v2bQJA//77L9+hyEVubi6ZmprSuHHjCt1/48YNsre3JwBkYGBACxcu5Dp4L1q0iEaOHCmXuEJDQ2nr1q3UoEGDCrEO07JlywgAqaqq0j///MN3ODK1e/duUlZWpoEDB7IkhvkmlsCwBEZuvk5gfHx8CAAdOHCA79Bkat++feTo6CiTY3Xv3p2srKwoNzdXJsdTJBcvXiw0QchPZo8ePUodOnSgU6dOUVZWllSZo0ePEgC6cOGC3OKTSCT0+PFjkkgkJJFIaMiQIXTw4EGF+rfw8vIigUBAKioqdO/ePb7DkYuLFy/SggULFL4mjOEfS2BYAiM3Xycwzs7OVLt27Ur3y+r8+fMEgHx9fct8rJcvX9L58+cV6qYpK927d6fWrVtzj9+8eUPdu3enn376iYio2BuWRCKhPn36kJ6eHn348EHusaakpNCQIUMIADVs2JCuX78u93N+i0QioaZNm5KamhrduXOH73DKhaenZ6X8LDCywYZRM+VCLBYjICAAU6dO5RaEqyx69+4NCwsLrFy5sszHaty4Mfr3719pOjnn8/Lywo0bNzBz5kyIxWJs3LgRzZo1Q0hICDfFfHGj0QQCAQ4dOgRtbW3069evTEPXS0JLSwtnzpzB06dPYWBggB49evC6OjoRITMzEwcOHICPjw86d+7MWyzlJSIiAp07d8bChQv5DoWp6Monnyp/rAZGfr6ugZFIJJSdnc13WHJx7NgxAkCPHz8u87E+ffpEvXv3pnfv3skgMsUQGhpKv//+O2VlZZGdnR0JBAKaM2cOpaenl+o4r1+/pilTplBmZqacIi1IIpHQ3r17uZmD+WjaGDduHDVs2JDS0tLK/dx82rx5MwGgY8eO8R0Ko4BYExJLYOTmywTGz8+P73DkSiwWU5MmTWjRokVlPlZaWhrp6urSggULZBCZ4vnrr7/I09OzzMcJDg7mJZmYNm0arV+/vtzOPXPmTAJAvXr1KpfzKRKJREJjx44lkUhEXl5efIfDKJiS3r/ZPDBMqX05DwyASj/HSXJysszeQxMmTMDjx48REBAgk+PxJTs7G/3794eRkRHq1KmDRYsWyeS4ERERsLS0xJQpU7Bhw4ZymwyRiLB06VKsWrUKzs7O2L9/P9TV1eV2vm3btmH27NkwNzfHu3fvKl3za0lkZWWhU6dO0NDQwJ07d/gOh1EgbB4YVgMjN1/WwGhpaZVrtT9fJBIJnTlzhmJiYsp0nAsXLhCAb86ZougWLVpEAoGAANDixYtleuxt27YRAJo5cyaJxWKZHvtb/vnnH1JXV6fWrVtTXFycXM6xa9cuAkAikYjCw8Plco6K4vPnz+w7mimAdeJlykW3bt0gEon4DkPuEhMT8fPPP2PGjBllOo6DgwNEIhEuXboko8jKn7e3N9asWQMAOHbsmEw6OX9p5syZ2L17N3bs2IEhQ4bIvWPvl3766Sc8ePAAHz58wNatW+Vyjg8fPsDJyQknTpyAsbGxXM5RUdSsWRNVq1bFx48f8ezZM77DYSqackqoyh2rgZGfL2tg9u7dy3c45eb48eMEoMyTjF27do2ioqJkFFX5SktLI0NDQ5m8Dt9y8eJFql27Ni+rL3/48IGbFkAWfWISEhLI3d2dxGIxicViNhfKVxwdHalevXqVdjAAUzqsBoYpF61bt+Y7hHIzYsQI/PTTTxg/fjxevHjx3cfp0aMHDAwMZBhZ+YmJiYGRkRH+/vtv/PTTT3I9V9++fREYGAgzMzPExsaWa62VhYUFlJWVce/ePXTv3h2ZmZnffSxvb2+0bt0a48ePx7Jly+T+ulVEa9euRXBwcJnXHmN+LCyBYcqkbt26fIdQbgQCAQ4cOAArKyuuCeV7fP78GZMnT8bnz59lGJ38HT9+HMnJyfDz88OECRPK5Zz5izgeOXIEffv2xciRIxEfH18u5wYADQ0NPHjwAD///DOolOMdMjMzMX/+fNja2kJbWxtubm7Yvn07atasWWFXapeXpk2bYsSIEVi+fDnS09P5DoepKMqnQqj8sSYk+SlsLaQfSWRkZJnWfIqIiCAAdPbsWRlGJV9//PEHAaApU6bwcn6JREJHjx4lHR0dMjQ0pBMnTpRbB9/8psNNmzaV6nkzZswgVVVVWrNmDeXk5NCcOXOoSpUqZe4IXlm9f/+eVFRUaN26dXyHwvCMzQPDEhi5+dETmHwvX76k0aNHf9coLENDQ1q2bJnsg5KD/Bu4gYEB7yPOwsLCaMCAASQUCikwMLDczuvi4kJCoZA8PDyKLefj48MtTxAeHk6vXr0iIqLk5GTS0tKSyXxCldmxY8cqzYr2zPdjfWAYRs6io6Nx+vRpDBw4sNR9JGrWrInw8HA5RSY7ly5dwujRo6Gqqgo/Pz/eR5yZmJjA1dUVQUFBsLKyQk5ODkaPHg1XV1fk5ubK7byrV6/G5MmToaurW2AfEeHu3bsYNGgQWrZsic2bNwMAjI2N0ahRIwCAr68vhEIhfvnlF7nFWBmMHDkSjRs35jsMpoJgCQxTauU5rPV7ZIeGInrTZoT9NgfRmzYjOzRULufp2rUr3N3d4eHhgZ49eyIuLq7EzzUxMUFERIRc4pKVqKgoDBkyBMrKyjh69ChMTEz4DolTp04dAEB4eDjevXuHQYMGoVatWli5cqVc+hYpKSlh9+7daNq0KSQSCbf98+fPaNSoETp37oyAgAAcOHAA7u7uBZ5vb2+PqKgo1KxZU+axVTZubm4s0WNKhCUwTKlFRkbyHUKR5g/9CXNbtUbcwYNIvnYNcQcPYm6r1pgvp5EfDg4OuHHjBl6/fo2ePXuWuKOns7MzBg8eLJeYykosFkMikcDQ0BAXL15EWFiYwo6cMTc3x6NHj/Ds2TP06tUL69atQ9++fQHk1Yw8f/4cYrFYJuciIjx69AimpqYYOHAggLxEtGPHjrhz5w4CAgIwfvz4ArPqxsbGIjU1FWpqajKJo7JLS0vD3r17ERQUxHcojKIrh+YsXrA+MPJz+/ZthewDkxUSQjP0qxMAmqGnTwFW9WmGnn7eY/3qlBUaKrdzf/jwge7fv09EVKHnsoiPj6eePXvS8uXL6fTp0xQREcF3SKWSmJjI9Tt5+fIlN1u0nZ0d/frrr3Tq1CmubFZWVqHHyMzMpNDQUHr//j0R5S3C2a1bN9LT0yMAJBAISFtbu8T/znPnziVzc3M290sJpaWlkbq6Oq1fv57vUBiesD4wjNw0adKE7xAKlfivK6YYGGCGnj52xMWiadBb7IiLxQw9fUwxMEDiuX/ldm4LCwvY2dmBiDB48GBMnDgRSUlJRZb/8OGDwq3/4u7uDmtra3h5eaFWrVpwdnbGsWPH+A6rVLS1tbl+J/Xr14eHhwcWL14MIyMjXLx4EfPmzePKWlpaQltbG4aGhjAyMoKRkRF0dXWhpqaGWrVqYfr06QAAPT09qKmpYcaMGbh8+TKuX7+OpKQkuLq6ligmNzc3dOvWjQ2dLiENDQ1069YNbm5ufIfCKLgfbwUxpszkuchdWeSEhQFEmKKvjz3xccghgopAgCn6+gBR3v5y0Lt3b8yZMwfXr1/H/v370bNnzwJlTp48ib/++kshmuOysrIwefJkHD16FL169cK+ffswb948GBgYcDfxikhFRQX29vZSC41+OcfI+vXr8d9//yErKwsSiQQCgQCqqqqoXr06TExMYGFhASDvhvr1zbRXr15YvHgxBg4cyM1VU5i3b98iKCgIf/75p2wvrpLr27cvJk+ejJiYGFSvXp3vcBgFxRIYptTev3/PdwiFUqlRAxAIsDs2lktecoiwOzYWUwwN8/bLmUAgwKRJk9CjRw9MnDgRjo6OGDZsGE6ePCn1Czw3N7fYG195yMrKgqqqKlRVVSEQCHDo0CGMGTMGb9++xalTp7B3716FTVa/l4aGBvf/w4YN++7jrF27Fo6OjvD390ezZs2KLHft2jWIRCJ07dr1u8/1I+rXrx8MDQ1ltgo8UzmxJiSm1IprGuGTzqCB2B0dzTUbvahnxTUn7Y6Ohs7gQeUWi5mZGa5fv45Tp06hXbt2EAgESElJ4ZK/9PR03jp1Zmdn49ChQ7C0tMSFCxcgEAhw+PBhjB07FgKBALt374a+vj7GjBnDS3wVQZMmTfDp06dikxcgrwNvmzZtpBIn5tv09fXRu3dv3oftM4qN1cAwpWZkZMR3CIVSrVULGl06Y8YdD0wxMMhrTjI0BAQCaHTpDFVz83KNRyAQSP3K37lzJxYuXAhHR0ekp6fD0NCwXOP577//sHfvXuzfv58bIp3fX+RLo0ePhp2dHbt5fIOSkhLCwsIgFothZmZWaJmVK1eWegkCJo+7uzuePXuGpUuX8h0Ko6AEVEk/XcnJydDW1kZSUhKrhpSxpKQk6OjoAMibE0ZTU5PfgL6S/fEjEs/9i5ywMKjUqAGdwYPKPXkpTHp6Ok6fPo2dO3fC19cXWlpaOHTokFyHU0dERCA3NxempqbYuXMnFixYgNGjR2PKlCmwtraW23l/BEQES0tLdOzYEQcPHiywP79fDeu8+33Wr1+P1atXIzExEUIhayz4kZT0/s0SGKbU0tLSoKWlBUAxE5iK4OnTp9i/fz+GDh0KBwcHnD17Fm5ubmjTpg1sbGzQtGnT72p2iIiIwKNHj+Dr64vbt2/D29sbU6ZMwa5du5Ceng6xWIwqVaoU+fzffvsNnTp1Qr9+/cpyeT+MFStW4M8//0RMTEyBGitvb290794d3t7eqFevHk8RVlzXrl2Do6MjQkJCUKtWLb7DYcpRSe/frAmJYcqZRCJB8+bNsW/fPm5bdnY23rx5g9OnTyMnJwdKSkpYtGgR/vjjD3z8+BG7du2Cvr4+1/FXLBYjLS0NERERiIiIwOzZs2Fvb4+jR49i/vz5MDExQbt27TB9+nT06tULAL6ZEMXHx2P79u2wsrKS38VXMgMGDMCyZctw7949dO/eXWpfeHi4VG0lUzqmpqYA8l5HlsAwhWEJDMOUszdv3qBly5Z48OABWrZsCSBvZl5nZ2dkZWXh9evX8PX1hfn/N3tFRkbi3LlziIuLQ25uLogISkpKUFdXh7GxMUxMTLjp7SdMmIAxY8Z8Vz+lq1evQiwWo3fv3rK72EquUaNGMDc3h5ubW4EEJiIiAsrKytDX1+cpuqLFxcXBz88PiYmJ0NHRQfPmzaGnp8d3WFKMjY0BoEKsGcbwgyUwTJlkZGSwJqRS8vX1RWZmJiwtLQvsE4lEsLGxgY2NDbetTZs2JR66Xpab5aVLl9CyZUvUKIfh5pWFQCDAyJEjkZaWVmBfeHg4jIyMFK7/xs8//4zg4GB06tSJ27ZmzRpYWlpi7969PEYmTVdXF3PmzOHm42GYr7EEhimTly9fokuXLnyHUaH4+vpys8AqkocPH2LkyJF8h1HhrFq1qtDtsbGxCjcJW1xcHIKDg+Hh4QEiQqdOnXDv3j3cvXuX268oNTECgYBNAMgUS+Y/DcRiMZYsWQILCwuoq6ujTp06BYYSEhGWLl0KY2NjqKurw8HBAcHBwVLHiY+Ph7OzM6pWrQodHR1MmDBB4VdB/hE9ePCA7xAqnLt378LW1pbvMKQQEbZu3YoRI0bwHUqFlJSUVGA18kWLFuHUqVM8RVQ4Pz8/dOrUCfb29rh79y5WrVqFu3fvwt7eHp06dYKfnx/fIUrx8vLCu3fv+A6DUVAyT2DWr1+P3bt346+//sKbN2+wfv16bNiwATt27ODKbNiwAdu3b8eePXvg5eUFTU1N9OjRA5mZmVwZZ2dn+Pv74+bNm3B3d8f9+/cxefJkWYfLlNHly5f5DqFCiYqKgr+/P/r06fNdz8/Ozoafnx8OHjyIrKwsAHk3ShsbG1hbW8PKygoNGzbEkSNHAADPnz/H3LlzsWXLFty4caPATTafQCDA4MGDFXadK0XXoEEDbNmyRWpbzZo1Fa5DdGJiIgCgU6dOUFJSglgshpKSEteclL9fUYwcORL79+/nOwxGQcm8CenRo0fo168fnJycAAC1atXCqVOn4O3tDeB/v/QWL17MDdU8evQoDA0NceHCBQwbNgxv3rzBtWvX8PTpU66T444dO9CrVy/8+eefMDExkXXYzHd6+vQpoqKiyn1StorK0NAQUVFRpRoinZmZCRcXFzx+/BgvXrxAdnY2BAIBHBwcYGZmBj09PbRs2RKamppQUlKCRCLhOgCHhYXBzc0N//33HzIyMgDkrdV06dIlAEB0dDQMDAxw+fJlxMfHY9SoUbK/6B9A8+bN8ezZM6ltJ0+eRGhoKBYuXMhTVAXlj4i6d+8el7yIxWLcu3cP9vb2CjdiKjc3F8rKrKcDUziZvzPatWuHffv2ISgoCPXq1cOLFy/w8OFDbN68GQAQEhKCyMhIODg4cM/R1tZGmzZt8PjxYwwbNgyPHz+Gjo4Ol7wAgIODA4RCIby8vDBgwIAC583KyuJ+kQJ548gZ+XNyckJSUhJLYEooJyfnm30McnNz4ebmhkePHuHPP/+ESCTCq1ev0KBBA4wcORItW7ZE06ZNuc7Tv/32W5HHcnJygpOTEyQSCd6/fw9fX1/uhhAUFAQrKyu0bt0aYrEYEomEJTDfydLSEjdu3JDa9uTJE3h4eChUAtO8eXOsWbNGqtkovw+MQCBQuMU709PT2YzQTJFknsDMnz8fycnJqF+/Ppfdr169Gs7OzgDArb779Q3P0NCQ2xcZGQkDAwPpQJWVUa1atSJX7127di3++OMPWV8O8w2nT59mo5BK6MOHD2jbti0uX76MVq1aFdgfERGB/fv3Y9++fQgLC0OLFi2QlpYGTU1N3Llzp0znFgqFsLS0lBr5ZGRkhKNHj8LNzQ2urq4gIkyePFlqfhqmZExMTAoM9/3yO01R6Onpce+B/GYje3t7CAQCWFpaKkwHXiAvkY+JieGGUzPM12SewJw5cwYnTpzAyZMnYW1tjefPn2P27NkwMTGR6+JwCxYskPolmpyczE2ExMiPWCzGpUuXYGlpifr16/MdjkLbu3cvcnJyCp3CPysrC82aNUNqaiqcnZ0xZcoUNG/eXK7xVK1aFaNGjcKoUaPQuHFjaGtro27dugDyZlh+8uSJVE0pX0Ji03DG5zP+S8hATV11DG1pCgt9xUqajY2NkZaWhszMTG6RThMTE8TGxiI7Oxuqqqo8R/g/e/fuLTAPzPTp0xUqeQHyOkabm5uz73GmaCRjNWvWpL/++ktq28qVK8nKyoqIiN6/f08AyM/PT6pMx44daebMmUREdODAAdLR0ZHan5OTQ0pKSuTq6lqiOJKSkggAJSUlfeeVMEVJTU0lAASAEhMTqWbNmjRx4kS+w1JoGRkZpKenR7/++iu3LTExkZYuXUoxMTFERPT48WNKSEjgJT4DAwNasWIF93jfvn0EgLp27Ure3t68xERENHjSbNKxc6baCy6TxXx3qr3gMunYOdPgSbN5i6kw2dnZJBaLpbZdvXqVANDHjx95iophKqaS3r9lPgopPT29wMRN+R0LAcDCwgJGRka4ffs2tz85ORleXl7c0FJbW1skJibC19eXK3Pnzh1IJBK0adNG1iEzZaCsrIyff/4ZJ06cULjqckVy7NgxxMXF4ZdffgGQN2lc/fr1sXHjRq6De9u2bXnrRNm7d2+pGp+JEyfiwoULiIiIQOvWrTFjxoxCJ2uTp5DYNNwKjEHigxOIe3ASEgLiHpxE4oMTuBUYg9DY8o2nOCoqKgW+9+rXrw8XFxeoq6vzFFXFJhaL+Q6BUXSyzpzGjBlDNWrUIHd3dwoJCSFXV1fS19en33//nSuzbt060tHRoYsXL9LLly+pX79+ZGFhQRkZGVyZnj17UvPmzcnLy4sePnxIlpaWNHz48BLHwWpg5OfLGpjU1FSKj48nHR0dmjp1arHPy8rKohs3btCJEyfo8OHDdODAATpy5AilpaUREVFMTAylpqaWxyWUu+HDh9OwYcMoLi6ORo4cSQDIycmJPn/+zHdoxcrNzaVt27aRhoYGXb9+vVzPve7qG6q94DJpd3DOe78pKRMA0u6QVyOz7uqbco2nOG/evKHWrVtTYGAg36FUGi4uLmRra8t3GAwPSnr/lnkCk5ycTLNmzSIzMzNSU1Oj2rVr06JFiygrK4srI5FIaMmSJWRoaEgikYi6du1Kb9++lTpOXFwcDR8+nLS0tKhq1ao0btw4SklJKXEcLIGRn68TGCKi9evXk7KyMr19+5b8/Pxo37599PPPP5ONjQ05OTkREVF6ejr3vC//IiIiiIioX79+BIB0dXWpS5cuNG/evAJNjRWVRCKhtLQ0evLkCenp6dHhw4dJIpHwHRbn48ePxTZfRUdHE1Hedfzzzz8FmkvkYfrJZ2Qx353MXdy55AVKymTu4k4W891p+slnco+hpLy9vQkAPX/+XGq7v78/3bx5k6eoKjYHBwfq168f32EwPCjp/VtA9MUUuZVISZfjZkovLS0NWlpaAPI6ewqFQkRGRuLy5cvQ1dXFyJEjIRQK0bBhQ9jY2KBr167c8NzQ0FDo6+tDJBJBKBRCLBZDRUUFAoEAPj4+ePv2LUJCQvDs2TP4+Phg3bp1GDFiBK5du4aHDx+ib9++aNmypcKtL1OU+Ph4+Pn5ITc3Fw4ODlBSUuJGFikSbW1tLFmyBHPnzi22XH5Tb+/evXH8+HG5frbWXwvEvvsfEPfgJJIengCUlAFxLrQ7OEPPbgQmd6wNl56K0XH80aNHaN++Pfz9/dGwYUNu+4wZM3Djxg28ffuWx+gqHiKCnp4efv31VyxZsoTvcJhyVuL7d3lkU3xgNTDy82UNzOTJk6lKlSo0cuRIIsp73a9du8Y1C5VVfi3Frl27qFq1agSALCwsaP369VznV0U2cuRIEolEBID++ecfvsMpUq1atWjBggUlKnv58mWqWrUqNWzYkN6/fy+3mD7EpJKOnTPXbGTu4s41J+nYOVNIjOI0N7q5uUnVJuY7ceIEAaCwsDCeIquYXrx4QQBY7dUPirdOvEzl9/LlS+7/L1y4gJkzZ3K/ktzc3DB58mSpSQXLQiAQAACmTJmCqKgo3L17F3Z2dli6dCn++ecfAJBaZ0uRXLhwAcePH0d2dja2bt2KoUOH8h1SkYyNjQvMY1KUXr164cmTJ8jOzoadnR0+ffokl5gs9DXhUL86dOzyalyEAkDPbgR07JzhUL86ainQUOrw8HAIhcICizf27NkTSkpKcHd35ymyiunGjRuoUqUKOnbs+F3PT0lJwf3793Hz5k0AeUskODo6olWrVmjWrBmaNGmCFi1acEsnHDx4EKtWrcLRo0fx6tUr5ObmyupSGDliTUhMicXExKB69ep49+4dNxlWfHw8dHV1uTL//fcfGjVqhP79++Pw4cNyiyU2Nhbq6urQ1NTkRsgsX74cZmZmcjtnacTExMDMzAyZmZk4efIkhg8fzndIxRo0aBBSUlIKzCZbnMjISGzZsgWrV6+W63TvobFpOP3FPDA/tTRVqOQFAN69ewdfX1/89NNPBfZ17twZmpqaLIkpBSJCaGgoLCwsSvwcX19fbN26lWuKJiLY29vDw8MDOTk5GDp0KKpXrw5VVVWu+XrDhg3Q1NTE+PHj4e7ujpiYGACAuro6Dhw4gOHDhyMlJQVqampQUVGR1+UyX2FNSKwJSWZCQ0Opd+/eZGBgQCkpKYV24v3SoUOHCAAdPHiwXOLbtWsXVa9enUQiEbm4uFB6enq5nLc4M2fOJJFIRHv27OE7lBKZPn06tW3b9ruf/+jRI/rw4YMMI6o8Dhw4QDNmzOA7jAojNze3ROXi4uJo27ZtdO7cOSIievDgATVv3pymTZtGBw8epBcvXlBOTk6pzp2UlER3796lTZs2UUBAABERLVmyhHR0dGjEiBF04cKFUh+TKT3eRiEpCpbAlJ1EIqE9e/aQlpYW1axZk06dOkVisfibCYxEIqFJkyaRqqoqPXnypFxiTU5OpmXLlpFIJKL69evzOhw7KiqKUlNTycfHh7cYSistLe27R0VJJBJq2rQpNWrUiJKTk2UcWcWwdetWevz4Md9hVAqrVq2irl27Fvl+fPr0KY0bN47U1NRIRUWlxH23vterV69o6dKl1LRpUwJApqam5ObmJtdz/uhYAsMSmDKbOnUqAaCJEydSYmIit/1bCQxR3pwvCxYskHpeeQgICKAtW7YQUd6Ntbx/LS1atIhEIhE9e6Y4Q3zLw+vXr6lKlSrUv3//chlirUiys7NJJBJx77vCJCYm0pEjRxRq6LwiysnJIVNTU5owYUKh+/M7S5uZmdGaNWsoKiqqXOPz8fGhCRMmcLNTP3v2rEDHbabsWALDEpjvln8D8vHxKXTyspIkMF8KDAws9y8aIqJt27ZRp06duDlM5G3Pnj3cKKmKdhMXi8XUqlUr2r9//3cfw83NjQQCAS1dulSGkSm+58+fEwC6f/9+kWWuXbtGAOjRo0flGFnFc+HCBQJAvr6+3LbXr1/Ttm3biCgvwbl8+XKJm5nkrV27dqSpqUmLFy8u9x9rlRlLYFgC812OHDlCdnZ2xfYjKU0CIxaLqUmTJtSkSZNySyTyPXz4kAwMDMjc3JxevHgh13NdvnyZBAIBaWlpUVxcnFzPJS/NmjWjMWPGlOkYK1euJCMjox/qc7dv3z4SCATFTrQpFoupbt26NHjw4HKMrGKRSCTUsWNHatOmDRERZWZm0vz580koFFKdOnUUcpbu+Ph4cnFxITU1NTIyMmJNSzLCEhiWwJSKRCKhZcuWEQAaP348ZWZmFlm2tDUwr1+/JkNDQ2rYsGG5z4fx8eNHatasGWlqasptTonLly+TkpISAaAHDx7I5RzlYd68eWRoaFim2qPc3FyKjY2VYVSKr1+/ftS+fftvljt48CABoKdPnxZbLjw8nK5evUqnT5+mEydO0MmTJ8nDw4OI8j6nMTExlbIp6tOnT6Snp0eXLl0ib29vatiwIamoqNDKlSulZnJXRJ8/fyYnJycyMzOTWhKH+T4sgWEJTIlJJBJycXEhALRmzZpvfjmWNoEhymtGqlmzJpmYmHzzC1zWUlNTqWfPntS9e3e5fPHfv3+f+vbtW26jruTlwYMHBEAmHa8jIyPp6NGjMohK8W3bto1Onjz5zXK5ubnUsGFDcnBwoPT0dLp37x5t3ryZnJ2dqX79+twxdu/eXWC5jW7duhHR/77XVFRUqEGDBjRy5EjasmWLzCaO5FtycjJJJBKaMmUKtWjRgl6+fMl3SCUmkUgoPDyciIjCwsJYp+4yYAkMS2BK7OHDhwSg2E6IX/qeBIYo75dlp06deOkHkJmZyY2Qyc7OLvPxMjIyaOPGjZSdna0Qw7ZlITc3l/T09Gjx4sVlPtaWLVtIIBDIvemuIomMjKQbN27QtWvXqFevXgSA1NTUqG3btjRt2jSu30d8fDx9/PiREhMTKS0tjdLS0rjPWUZGBrm6utKOHTto6tSp1KZNG9LR0eHe0ytXrqSDBw+We3NtWXl5eVFISAg9fPiQiPJGxcnic8qXadOmkaqqKh06dIjvUCoklsCwBKZUSrNo4vcmMET/WxogOzub1qxZU6oFOmXh3bt3VLdu3TItEvn69Wtq0aIFqamp0ZYtW8jY2LjSTBX/+vVrmVTXZ2dnU926dbmFPCurw4cPc/OFFCY3N5fc3d2pV69eJBAI6M6dO0SU10H+6dOnMhkll9/kJxaLqXPnziQQCEgoFFKfPn3o6tWrCt+hPCYmhvT19alatWqkp6dX7t8J8pCZmUkTJkwgAPTrr78qTKfjioIlMCyB+aZbt27Rtm3bSt2sUpYEJp+3tzdpaGiQhYUF175fHtLS0qhFixZkZmZW6pFROTk5tGbNGlJVVaUGDRqQt7c3NWrUiOzt7StdnwRZfOH+888/3xydU5FFR0eTqqoqbdiwodD9e/fupVq1ahEAatGiBe3bt4/i4uJIIpFQnz595Da5XVRUFO3Zs4eaNWtGKioq3PtcUd+jffr0IaFQSMbGxlKjjyo6iURC27dvJ6FQWObO8T8alsCwBKZY7969I11dXerRo0epb1aySGDyY+jYsSMBoEmTJnHtx/L26dMnMjQ0JDs7u1LVNvz7778kFArJxcWFMjIy6NixYwSg0rV1z5kzhwYOHFjm44jFYmrRokWJOrhWROvWrSORSCS1qGh2djbXVLljxw4aPXo0eXl5FUgetmzZQgDo7t27cotPIpFQcHAwEeV9Zm1sbGjfvn0KNZNs/tQDBgYGFBoaync4cpHfGZspOZbAsASmSFlZWdSkSROqV68eJSQklPr5skpgiPJucjt27CBdXd1yXa3Z09OTVFRUaPbs2cWWe/nyJa1du5aI8m4I/v7+3P+3aNGCevbsKfdYy9uePXtIKBTK5Iby7NmzStkPJicnh2rVqiX1y/rKlStUt25dmj59+jefLxaLyc7OjmrUqFEuiXtUVBQNHz6cAJCVlVWh8zuVt4yMDDIwMCB9fX369OkT3+HInUQiIVdXV4WtCVMkLIFhCUyRFi9eTMrKyvT8+fPver4sE5h8CQkJXFv9xIkTaf78+RQSEiKTYxfl8OHDhTZvSCQSunPnDg0aNIgEAgHVrVu3wPsoPj6emjdvTu7u7nKNkQ8pKSmkr69PEydO5DsUhZU/JNrX15cSEhJo7Nix3GihkiZsYWFhZGJiQm3atCm3YcLPnj2jLl26EABavnx5uZyzMBkZGZSamkre3t7f9SOqIvL19SUAtHr1ar5DUXgsgWEJTKHEYjH16NGD/vjjj+8+hjwSmHy5ubk0e/Zs0tbWJoFAQH369CE3Nze5fsHn5uZy895IJBJq3bo1AaAGDRrQnj17ihwNIZFIKu2vqS1btpBQKKQ3b96U+Vg+Pj5kY2NTYSf4K0xISAjt3LmTkpKSqGbNmlS1alU6cOBAqd8P3t7etGXLlnJ9H+WvcZafvJd3B9OcnBxq06YNtWnTRuE7GMvasmXLSCAQ0MWLF/kORaGxBIYlMEUSi8VlageXZwLz5Tn2799PzZo1I1VVVa5fwZ07d+jTp08y+cLPyckhX19fqlOnDhkbG1N8fDwREf3999/k4eFR5DlSUlLIx8en0iYvRHm/kC0tLenw4cNlPlZUVBSpqKjQ9u3bZRAZ//IT1/x//z179sikCSR/fZ3ylJWVRZ07d6bNmzeXy/tZIpFQ27ZtCQAtW7ZM7udTNGKxmAYMGEBaWlr0+vVrvsNRWCyBYQlMARcuXKCrV6+W+TjlkcDkk0gk9PHjRyLK+6Woq6tLAKh69erUs2dPWrRoETfnRVRUFMXHx1N2djZJJBISi8WUmZlJYWFh5OPjIzUTr4ODA6mpqREAEolEJBAI6N69eyWK6ezZswRA7k1cfJNlrVfPnj2pa9euMjseXyIiIqhRo0bk4ODArc8jC8+ePeNu6uWZGOfm5tLvv/9OAGjs2LHFzsBdVmKxmH766ScCQI6OjnI7j6JLSUkha2trmjx5Mt+hKCyWwLAERkp6ejrVqFGDhg8fXuZjlWcC87Xo6Gi6ePEiLV26lJycnMjIyIg+fPhAREQjRowoMIPpl39qamrczWHFihW0ZcsWun//PsXHx5OxsTE5OzuXKIZRo0ZR48aN5XaNiiQrK4s2btxY5rk5du3aRcrKyhW6v4NEIqFevXqRiooKqampybzT+Zo1awgAubi4lHvt3rFjx0gkElGHDh3ksiihWCzm5kWpUaOGwi8NIG8RERFsbphisASGJTBS1q9fT8rKytywyrLgM4EpzsuXL+nMmTN05MgROnjwIB08eJCOHDlCly5dIh8fHwoPDy/yxrBnzx4SCATf7Nick5ND1apVk8lstRXBhw8fSENDg6ZOnVqm43z+/JkA0KlTp2QUWfnLn+JfS0tLbs09mzdvJgA0dOjQcl8e4PHjx6Sjo0PHjh2T+bHzlweYPn06PXv2TObHr6ju379fKUfplRVLYFgCw8nIyCA9PT365ZdfZHI8RU1gyiI7O5s6duxIZ86cKbacl5cXAeBlOQS+bN++nQCUufnx0aNHFfaXd2hoKIlEIhKJRHJfn+fcuXNkZ2fHy/pGX07uKIsagsDAQLp48aJcm6YqKrFYTM2aNaM2bdpU6v5034MlMCyB4Rw9epQA0Nu3b2VyvMqYwJTUzZs3qVGjRj/UirNisZgcHR1JR0eHgoKC+A6HFwEBAdS5c+dyS1zzb2h+fn504cKFcjnnl/bt20cODg7fvR6RRCKho0ePUtWqVcnGxoaGDh1KEyZMkHGUFd/t27cJALm6uvIdikIp6f1bCKbS69evH86fP4969erxHYrC+++//+Dh4VHkfgcHB7x69QpqamrlGBW/hEIhTp48CUNDQxw/fvy7j+Pj44PevXsjIyNDhtHJl1gsxpIlSwAAd+7cga2tbbmcVyAQAACOHz+O/v37Y9SoUYiPjy+XcwOApaUl7t69izlz5pT6uREREejXrx9Gjx6N3r17Y8uWLThz5gzatm0rh0grti5duqB79+5YuHAhcnNz+Q6n4imnhKrcsRoY+anMNTA///wzmZiYFDnM/Mtp4380+ev4fC8fH58Kt/RCz549CQDt27ePl/NLJBI6cuQI6ejokJGRER09erTcOn/u2rWLAND+/ftL9bw+ffqQoaEhnT9/noiIHB0dycrKSqGWMFAk+RPcHThwgO9QFAZrQmIJDBERrV27lubMmSPTY1bmBMbb25sAFLrApEQiIVVVVdqzZ0/5B6ZAzp8/T8OGDSt180JmZiYBoL///ltOkcnWtGnTCIBCrOUUFhZGgwYNomrVqslllFBRfvnlF1JRUSl2kUWxWEz//PMPt9L2x48fKTY2lojymt4A0PHjx8sl3orqzJkz3HQQDGtCYv7fkSNHkJCQwHcYFYaNjQ1MTEzg5uZWYF9cXByys7NRvXp1HiJTHEpKSvj3338xbNgwZGdnl/h5IpEI1atXR0REhByjk40VK1Zg586dMDY2LrZJsbyYmJjg3LlzCAwMhLa2NqKjo9GtWzecOnWqVP8GpbVt2zbMnj0bNWvWLLAvPT0dhw4dgo2NDYYNG4ZLly4BAMzMzKCnpwcACAgIgKWlJQYPHiy3GCuDIUOG/PDfK9+DJTCVWFBQEAIDA9GnTx++Q6kwhEIh+vTpAzc3NxCR1L78G6+xsTEfoX3Th/QsrH4fjl/8Q7H6fTg+pGfJ5Tx9+vSBq6sr3N3d0bt371IlyCYmJgqfwLx48QLLli2DlpYWrl+/DhUVFb5D4uTf5KKjoyEWizFixAiYmppi0aJFCAoKkvn5VFVVsWHDBhgYGCAr63/vJ29vb9SsWRMTJkyAsbEx7t27h82bNxd4/qBBgxAYGAiRSCTz2CqbrVu3Ytq0aXyHUaGwBKYSc3d3h0gkQrdu3fgOpUIZOnQoOnTogMzMTKnt+TdeExMTPsIq1qA5v6Pp9F+x61M03KITsetTNJpO/xWD5/wul/P17t0bV69ehY+PD8aPH1/i5y1YsEBhf42npaWBiNC0aVM8efIEsbGxaNy4Md9hFapRo0a4c+cO/P398dNPP+Gvv/7iOhunpaXh/v37Bd6/3ys9PR1///039PT04OzszJ1/ypQpePfuHa5cuYKOHTsWeN67d+8QFxcHoZDdZkpq3759iIuL4zuMiqNcGrR4wPrAEA0ePJjs7OxkftzK3AemOCdPniQAZZ6VVtbep2WS1rgpBIA0x00hwzt+pPn/j7XGTaEPafKbgyM4OJjevXtHRKRwr0tpBAQEUL169Wj79u20ceNGCgsL4zukUklPT+diPn/+PAEgZWVlatq0KY0fP16qD0p4eHiBDrXZ2dn06dMn8vLyosDAQCLKm/PI2tqahEIhd7xatWqVOKa+fftSx44dZXB1P4bw8HACIJeJBCsa1geGwapVq7Bp0ya+w6iQwsPD8erVK6ltAwcORExMDDQ1NXmKqnCnIuJQddRkaI6bgrRDuxHVozXSDu2G5rgpqDpqMk5GyO8XXd26dVGnTh1kZmaidevWmDRpEpKSkoos7+XlhatXr8otntISi8XYuHEjmjdvDmVlZWhoaGDevHl49uwZ36GVirq6Olcz2LdvX/j4+GDHjh1o1aoV/Pz8cOjQIQBATk4OTExMoKKiAiUlJaioqEAoFEJVVRVmZmZo06YNtmzZAgAwMjKCnZ0d9u7di5cvX+Kff/5BaGgo7ty588140tPTcfPmTdZ8XQrGxsZo1apVof3vmMIJiL5q6K8kkpOToa2tjaSkJFStWpXvcCqVtLQ0aGlpAQBSU1MV7oYuC6NGjcK7d+/w+PFjvkP5pl/8Q+EWnQgJgKgerYGcHEBFBYbXvSEE0NdAB3usa8k1BiLC/v37MWfOHOjo6GD//v3o2bNngXITJ07E69ev8eTJE7nGUxKxsbHo3bs3vL298dtvv+GPP/5A+/btUaVKFdy/f5+bi6UyICIIBALk5OTgxo0biI6ORnZ2NoiIS2CMjIxgbGwMMzMz6OrqFnoMW1tbSCQSeHl5Ffv6XLp0CX379kVgYCCsrKzkeWmVyqpVq7BhwwbExsZCVVWV73B4U+L7t9zrgnjyozch+fr60qxZs+RSrf8jNCFt2bKF1NTUpObcuHv3Ljk5OSnctOir3oWRyRfNRlBR4ZqTTO740ap35dccEhoaSg4ODgSg0KUrRo8ezfuw5Pj4eCLKG/47fvx48vT0JKK81doB0MOHD/kMT6HduXOHWrduTeHh4cWWmz59OtWpU6ecoqo8wsLC6OXLlz/80gKsCekH9+LFC2zbtu2HzuLLonbt2sjMzERMTAy3LT4+HpcvX0ZKSgqPkRU03FgPycf2cc1Ghte9ueak5GP7MMJYr9xiMTc3x40bN3DmzBk4OTkBAD5+/Ig3b94AyKu9U1dXL7d4vhQdHY2FCxeiZs2aePDgAYRCIQ4cOIB27doBAHbt2oU2bdqgffv2vMRXEXTu3BleXl7fHIknFArRo0ePcoqq8jAxMUHjxo0rVe2fPCnzHQAjHxEREdDT02MJzHfK/4KOiIiAkZERAHD/jYiIgL6+Pm+xfa22hgg9dLVw/f/7vBAA7VGTIQDQQ1cLFhrlO4RVIBBgyJAh3OPVq1dj//796NKlC8LCwtCqVatyjcfb2xvbtm3D2bNnoaKigtmzZxc6umjDhg1IT08v19gqIiLCkydPYGZmhho1ahRaZtu2beUcVeWxc+dOJCYmYtGiRXyHovBYAlNJhYeHK+RwXwD4mPwR54PPIzw1HCZaJhhgOQDmVc35DkuKiYkJDA0NpWpb8l/PiIgIhRtee27TBoSkZ+FkRBw+Z2bDVE0VI/7aUu7JS2F27NgBe3t77Nq1C2/fvkVERARu3boFBwcHuZxPIpHA19cXJiYmqFGjBtzd3eHt7Y1169Zh7NixqFatWqHPa9q0qVziqWwyMjLg6OiIKVOmYO3atYXuV1JSYj+evlNgYCBu3rzJEpgSYE1IlVRkZCRXY6BIfprxE9qMa4PD/odx/eN1HPY/jDbj2mDYzGF8hyalRo0aiIyMlJrfIv/1DA8P5yusYlloiLCojgn2WNfCojomCpG8AHkz8I4YMQIPHz7E8+fPMXbsWJib5yWsq1evRv/+/bFmzRpcv34dsbGx33WO/CbT0aNHo0aNGmjdujWOHTsGIG/umbdv3+K3334rNHkhIjg5OeHmzZvff5E/EA0NDQwfPhz//PNPgckeAeDixYuoUqUKUlNTeYiu4mvSpAmCgoLkOsNyZcFqYCopJyenQr9c+PQx+SPuhd9DlGsUiAgG/QwQfTEa0eejcXfgXXxK/gSzqmZ8h1kkkUiELVu2cH0mmNLJzMxEnTp1pJoXjIyMkJSUhPXr1yM5ORlAXo3N9OnT8eTJExw8eBC6urpQUVEBEUEikSA5ORkREREIDw/H/v370bhxY/z999/Yv38/mjRpghEjRqBv375cX5Zv9bl59uwZrly5gnnz5snv4iuZ/v37Y8+ePXj9+nWB2sjw8HCoqKhwIxWZ0qlZsyaICFFRUTA1NeU7HIXGEphKaty4cXyHUMD54PMw6mcEIkL0+WjEXIoB5RIMBhjAqJ8RXINdMdtmNt9hcqysrDB37lxMmjSJ2zZ79mz+Aqrgrl+/jgEDBiAsLIzrYzRhwgRMmDABEokE79+/h6+vLxo2bAggr9O0n58fEhISkJubC4FAAKFQCC0tLRgbG6Nhw4bcNP8rV67E5s2bv2vafzc3N+jo6LDOu6Vgb28PLS0tXLp0qUACExERobDN19mhoUj81xU5YWFQqVEDOoMGQrVWLb7DkvJl/zuWwBRPLk1IYWFhGDlyJPT09KCuro7GjRvDx8eH209EWLp0KYyNjaGurg4HBwcEBwdLHSM+Ph7Ozs6oWrUqdHR0MGHCBFYlWQpv3rxBQEAA32FICU8NByGv5kWgLADlEgTKAhj0MwCBEJ6qWE0znz59KjAd+7t377B161aFq92qCHx9faGvr19o06ZQKISlpSWGDRuGJk2aAAB69eqFp0+f4t27dwgNDUVISAjev3+PFy9e4Nq1azh48CDq168PANDR0fnuNYsuXbqEXr16KdSaR4pOJBLh559/LnS+mPDwcIVcL2z+0J8wt1VrxB08iORr1xB38CDmtmqN+T/9xHdoUiwsLLB+/XqFfA0VjcwTmISEBLRv3x4qKiq4evUqAgICsGnTJqk3+oYNG7B9+3bs2bMHXl5e0NTURI8ePaRuFs7OzvD398fNmzfh7u6O+/fvY/LkybIOt9KaP38+fv9dPuvgfC8TLRMIIED0xWgueaFcQvTFaAgggImW4vxqIyLk5ORAWVm6kjIgIAC//vor/vvvP54iq7h8fX3RsmVLhRoimpaWhhcvXqBz5858h1Lh/Pnnn5gyZUqB7XFxcQo1Sg/Iq3lJ9/DAjtgY7I6KAiQS7I6Kwo7YGKTf8UD2x498h8jR1tbG77//zmpfSkLWE9C4uLhQhw4ditwvkUjIyMiINm7cyG1LTEwkkUhEp06dIqK8dUkA0NOnT7kyV69eJYFAUOI1Sn70iezGjRtHbdq0kcuxv3ciu9CkUDIcaEgAyGCAATU63IgMBhgQADIcaEgfkz7KJd7vER8fTwDozJkzUtujoqJIIBDQoUOH+AmsgsrKyqIqVarQypUr+Q5FSlZWFl2/fr3CrX2kCMRiMQUEBFB0dLTU9tjYWIqNjeUpqsJF/bmJAhpa0ww9fQJAKgIBAaAZevoU0NCaov7cxHeIUs6ePUvBwcF8h8Eb3iayc3NzQ8uWLTFkyBAYGBigefPm2L9/P7c/JCQEkZGRUkMotbW10aZNG27a9sePH0NHRwctW7bkyjg4OEAoFMLLy6vQ82ZlZSE5OVnq70dmYmLCrZ6sKMyrmsO+hj0MBxrCuL8xhAIhjPsbw3CgIexr2CtUB978kUZft+UbGBigbdu2uHTpEh9hVVivX79GVlYW+vbt+13Pj4iIgLu7u9TaXoMGDYKpqSkMDAxQrVo1VK9eHe7u7gDyVmKfMGECli5dinPnziEkJKTQZj9VVVV0795dYftsKLKsrCw0btwY//77r9R2PT096OmV3+SJJZETFgYQYYq+PlQEAuQQQUUgwBR9fYAob78CGT58OBsVVwIy78T74cMH7N69G7/99hsWLlyIp0+fYubMmVBVVcWYMWMQGRkJADA0NJR6nqGhIbcvMjISBgYG0oEqK6NatWpcma+tXbsWf/zxh6wvp8IyNjZGREQEtwaKovhn+z/4lPwJrsGu3DwwA/sPVKjkBQBq1aqF+/fvc/0xvtSnTx+sXr0amZmZUFNT4yG6iqdFixaIi4sr1bpZkZGRmDp1Kp48ecIl4/r6+pg9ezaUlJTQtm1bNGzYEOrq6lBSUoJEIoGlpSUAIDExEa9fv8aVK1e474wxY8bg8OHDyMzMRHh4OGrXro09e/ZAS0sLI0eOlP1FV3Lq6uqwtrYusPDlqlWroKamhrlz5/IUWUEqNWoAAgF2x8ZyyUsOEXbHxmKKoWHefgVBRMjNzS3QfM0UJPNXSCKRoGXLllizZg0AoHnz5nj9+jX27NmDMWPGyPp0nAULFuC3337jHicnJ//QbYg1atRAjRo1kJKSonCLWZpVNVOo0UaF0dTUhJ2dXaH7BgwYgIiICKSlpbEEpgQkEgnS09O/Oaw2Li4OR44cQVhYGDZt2gQ9PT2kpaVh3LhxsLGxgY2NDczMzLiEvLhhzyNHjuSSkqioKPj6+kJHRwcAcOvWLfTp0wfW1tZIS0tDkyZNWALznerUqYNPnz5JbXv69Clyc3MVKoHRGTQQq9atw464WMzQ08cUfX3sjo3FjrhYQCDAn4MH8R0iJ78vKF9LblQkMm9Cyh/e+KUGDRpwb/L8EQhRUVFSZaKioqSmbI+Ojpban5ubi/j4+CInZxOJRKhatarU34+sX79+CAkJ+eFfh+914MAB7Ny5s9B99evXx/bt2xWumlxR3bhxAzVq1MDHIjpKPn36FOPGjUPNmjWxYMEChIeHg4igoqKC69evY/Xq1Rg4cCDMzc2/qzbR0NAQvXr14ubvsbe3x7///gsbGxt8+vQJbm5umDNnTpmu8UdlYmJSYGJHY2PjImvK+aJaqxY0unTGDP3qmGJoCAiFmGJoiBn61aHRpTNUzRVnJvD82kY2CunbZJ7AtG/fHm/fvpXaFhQUxM28aWFhASMjI9y+fZvbn5ycDC8vL9ja2gIAbG1tkZiYCF9fX67MnTt3IJFI0KZNG1mHXCnlf9Hn5ubyHEnFdOTIEdy/f7/I/Wlpadi2bRs+f/5cjlFVTLt27ULt2rVhZlawmTA6Ohp2dnbw8PDA8uXL8d9//+HUqVNybfbU0tLCwIEDceTIEe7/87973r9/j2vXrinEMPmc2AwkXQtB3KlAJF0LQU5sBt8hFWBqalrg38rY2FghZ6ted/o0/vR5Cr3x41G1Z0/ojR+PP32eYt3p03yHJiUzMxMtWrT4oVsQSkzWvYe9vb1JWVmZVq9eTcHBwXTixAnS0NCg48ePc2XWrVtHOjo6dPHiRXr58iX169ePLCwsKCMjgyvTs2dPat68OXl5edHDhw/J0tKShg8fXuI4fvRRSEREI0aMoEGDBsn8uN87CqmiyM3NJU1NTVq/fn2RZZKTk6lKlSq0aNGicoys4gkJCSGBQED79u3jtgUFBdHEiRMpLS2NiIhevnxJubm55R5bWloaAaBjx45x25YtW0YAqFOnTvTkyZNyjynfgklzaI7dBPq84D59nn+fPi+4T3PsJtCCSXN4i6mk9u7dS0KhkJd/U6ZyKOn9W+YJDBHRpUuXqFGjRiQSiah+/fpSX15EeUOplyxZQoaGhiQSiahr16709u1bqTJxcXE0fPhw0tLSoqpVq9K4ceMoJSWlxDGwBIZo7ty5ZGJiQhKJRKbHrewJzIsXLwgA3b59u9hy06dPJz09PUpOTi6nyCqeWbNmkba2NqWmplJOTg6tXbuWVFVVydTUlJ4/f85rbKmpqTRjxgzy8/PjtkkkEu77CwBNnz693N/j2THpNMduAgGgOR0m0GeX+zSnw/8/tptAOTHp5RpPab18+ZK2b99OWVlZfIdSISUnJ8v8O7ui4TWBUQQsgSG6desWAaBnz57J9LiVPYFZvXo1aWlpUWZmZrHlPn36RCKRiJYtW1bo/vwv8Pj4eDp69Cht2bKFNm7cSOvXr6ctW7Zw5QIDA+nTp0+UnZ0tq0tQCGKxmBwdHWnlypXk7+9PrVq1IqFQSPPmzaP0dMW+Cefm5tLWrVtJT0+PgoKCyvXciVc/5NW4/H/Soqqk8r9kZsF9Srz6oVzjKc7Vq1fJwsKCEhMT+Q6l0hg0aBA5OTnxHQavSnr/ZuO0KrGOHTtCW1sbbm5uaN68Od/hVBidO3eGvr4+RKLiV3M2NTXF9OnTsWnTJowdOxavXr2Cj48PfH194evrC0dHRxw8eBDR0dEYPXo0NDQ0oKKiAoFAAGVlZW5dpSFDhuDVq1dQVVVF48aN0bJlS8yaNQsNGjQoh6uVH6FQiMuXL0MikeDWrVtITU2Fp6cn2rZty3doAPL6h/n5+aFOnToFVqlWUlLCrFmzMHHiRGhqaiI9PR1HjhzBzz//DKFQLiuw/C+uhCyAgNntx2DH46PIFudAVUkFs9uPAej/9yuI5ORkhISEFOgHc+vWLYjFYvTo0YOnyCouX19fDBqkOKOiFBlLYCoxFRUVODo6FtsZlSnI1taW69RZnM+fP2Ps2LHo2LEjzp07h3nz5kFPTw82NjYYP348unfvDgCoW7cu0tPTixwWefLkSXz+/BnBwcF49uwZPD09MXHiRADA7t27ERQUhL59+8LOzq7CzA3h7++Pjx8/cslbjx498PLlS4WKPzU1Fa1bt8aZM2cwZMiQQsvkz1tz8+ZNTJ06Fbdu3eI6/8qLsq4IEABbHx7hkpdscQ62/l979x3W1PX/Afwd9gYBWSpuRFEUARF3FUVEcdUtbqsW69bW1r1QW7Xu0SruWkfd4qyKChZBQEFQARWQLUt2SD6/P/iRbymggEluEs7reXha7725930JST4595xzHx3BvO4TS9fLCD6fDwAVntc9e/YgOzubFTA19OHDB7x9+xb29vZcR5EPUmoRkjp2CalUenq62DvTKfIlpNOnT5fr1PlfJSUldPnyZXJzcyMej0eLFy8mIqLU1FQKDAwU+7XrTZs2kYWFBQGgBg0a0OrVqyk5OVmsxxC34uJi6tChA2lra5OSkhKnnWE/RSAQkLKyMu3Zs6da21+4cIF0dHTI1taW3r2T3G0v5KkPzK+//kqampoV/u5//vln0tTUlPlLhbLmzJkzBIDevn3LdRROcXYrAUa2GBkZQVlZGR8/fuQ6iswjIixbtqzK2wRcvXoVzZs3x6BBg5CWloaDBw/ip59+AgDs3LkT48aNQ0GBeIe6LlmyBAkJCQgMDIS7uzs2bdqE8PBwAP/79itr1qxZg9DQUADAjRs3ZHbqAyUlJdGM1dUxePBgBAQEICcnBz169EB2drZEcqkaa0LN2gALu0/FvO4TAR4wr/tELOw+FWrWBlAxlp0JzsruPP3fS0iDBg1CQUFBuekymM8LCAiAra2taNoR5jOkU09JH2uB+R8fHx8yNDQUW2uJorbAlHV6vn//vmgZn8+n2NjSTpORkZE0ceJECgwMrPDYqKgoUldXp/nz50s0Y1ZWFgmFQhIKhdSrVy/y9PSkN2/eSPSYNREQEEA8Ho80NDQoODiY6zif5ejoSFOnTq3RY+Lj46vdavMl+Gn5lOUbS+knIynLN1amWl7KREdH04MHDypdZ2VlRdOmTZNyIvkmFAopIyOD6xicY6OQWAEjUjYXx/79+8WyP0UtYIYMGUI2Njai5nA/Pz9q3bo1tWzZslqX4bZs2UIA6OzZs5KOSgKBgPbs2UOmpqakpqZGS5YskYnm+iFDhpChoSH9888/XEepluHDh9M333xT68efPHmSEhMTxZhIcezatYt27drFdQy5kZeXV+eHT5dhBQwrYMr5+uuvydLSstxkgbWliAVMSEgIAaCDBw9SXl4ezZ07l3g8HnXp0oWePHlSrX0IhUIaNWoUaWlpVZjXSFJyc3NpzZo1pK6uTg4ODiQQCKRy3P8SCoUUHR1NOTk5Eu0fIm5f8vvKz8+nhg0bkpOTk1heV/JGKBTSnDlzKCgoiOsoCmHcuHESmXhUHrEChhUw5URFRZGysnK5+UdqSxELGD6fT8ePHyc+n099+vQhDQ0N2rp1a407QOfl5dG2bdukPgtpREQEnT9/noiICgsLic/nS/X4AwYMIA0NDXr//r1UjysOQqGw1oVMYGAgaWhokKenZ5379vzmzRsCQJcvX65ym9evX0vlcpu8S0lJITU1Nfrll1+4jiITWAHDCpgKvv32W7FMfa9oBUzZhHNl//X39xdLC8rdu3c5uZ49ffp06tOnD3348EEqx5s0aRIBIDc3N6kcT5zS0tKofv36dOnSpVrv48SJEwSAtmzZIsZksu/s2bME4JOX0I4cOUIA6PXr11JMJn+8vb1JQ0OD0tPTuY4iE1gBwwqYCsT1DVGRCpjCwkJq3749devWjXr16iW2lov8/HwyNzcnR0dHqRcxd+/eJSMjI2revDlFRERI9Fhr1qwhANSyZUvOLl99CaFQSPXr16cff/zxi/azcOFCcnJyqlP3/ym7VcmnFBQUkJGREc2aNUtKqeRPfn4+NWjQgCZNmsR1FJnBhlEzFfB4PAgEAmzduhUPHjzgOo5MWLlyJZ49ewZ/f38MHToUysrKYtmvpqYmrly5gpiYGPTu3RspKSli2W919OrVC0+ePIGmpiY6d+6Mhw8fSuQ4v/zyC1asWAENDQ3cv39f4jPUSgKPx0O/fv1w9erVL9rP+vXr8eDBA7H9/ciDq1evfnaiOg0NDXz//ff47bffEBMTU2E9EUEoFAIAwsPDceTIEezevRvbt2/Hjh07cPfuXQBAUVERXr16pZDTQURFRYGI8OOPP3IdRf5IpZziAGuBqVxJSQl17dqVWrRoIbobcE0pSgvMw4cPicfjkbKyMl25ckUix3j27BmZmZlRo0aN6NmzZxI5RlVycnLoq6++ktjQ7mvXrtGiRYs+e9NLWffnn3+KbfKwp0+f0qFDh8SQSrYJBALauXMnPXz48LPblrUwjB07luLi4ujkyZO0cOFC6tmzJ+np6dG9e/eIiGjp0qWl935SUyNNTU3S1NSkmTNnEtH/OtkDIAsLCxo0aBCtWbNGYfodKdp90L4Uu4TECpgqvXz5kjQ0NGo9fFQRCpicnBxq0KAB8Xg88vX1leix4uPjadCgQZSQkCDR41SmoKBAdGmnJndzr8r79+9p+fLllJeXJ7fP/X9lZWWRqqoq+fj4fPG+li5dSmpqanI1EkuShEIhhYaG0q1btygqKkp0l+8mTZrQ8OHDacOGDRQXF0dEpX+fVY3m+vjxI929e5dOnDhBS5cupb59+5Kzs7PoGBMmTKCdO3fK3e/9woULbBh+JVgBwwqYT/r9998JQK1GCChCAVNQUECzZs2iW7duSfW4qamptGTJErEUEzVx//59MjU1/aLOyRcvXiRTU1Nq0KABLV26lBo1aiQTc8+IQ3x8vFj28/HjRzIxMVH4/gxr1qyhyMjIKtdnZWXRjh07qHXr1gRAtO3jx4/F/oGdnZ1NLi4upKKiQgCob9++dP78eZnvjxQSEkIqKiq0evVqrqPIHFbAsALms7777jsaPHhwjZth5b2AWb9+PWdDO319fUlTU5OaNm1Kd+/eldpxs7KyyNramlq1akVZWVk1euyHDx9o/PjxBIDc3d0pMjKSDAwMyMvLS0JpuSEUCmt9WfXfdu7cSUpKShQeHi6GVLInMDDwk8OnFy5cSNra2qSiokIjRoygmzdvUnFxMRUWFlKrVq1o5cqVEsmVlZVFR44coc6dO1PDhg1FHfJlsZApKiqi9u3bk62trWj0I/M/rIBhBcxn8fl80Yu7Ji9yeS5gFi1aRABo8uTJnGV4/fo1de/enQDQ1KlTpdaE/OrVKzIwMCA3N7caPd87duwgAwMDOnLkCAmFQlq6dClpa2vL/E0la6p///40Y8aML95PUVERNW3alL7++msxpJI9kydPpsaNG5f7G0pLSxO1Km7evJlWr15d6ZxAy5cvJxUVFXr69KlEM6alpRFR6a0OLC0tae/evTLVz2TlypVS+T3IK1bAsAKm2p48eUKtW7emV69eVWt7eS1g9u3bRwDKfTvjikAgoF27dlH9+vUpLCyMiMQ3zP1Tbt68SUpKSrR+/foqtxEKhXT+/HnRNiUlJZSUlEREpR0yDQ0NacGCBRLPKm2rVq0ibW1tsQx7Dw0NpdTUVDGkki3p6emkoaFB3t7eRFT6t7FlyxbS09OjtWvXfvbxZS0PzZs3l8o8RfHx8TR+/Hji8XjUokULunHjhsSP+TlJSUmkqakpsZYoRcAKGFbAVFtycjJZW1uTubk5vXjx4rPby2MBc+zYMQJAGhoalJKSwnUckcLCQiIqbQ3r0qULzZ8/X+K3ITh69GilnR3z8vLo999/Jzs7O9HEdP9tqYmJiSFnZ2eFnJis7INl6dKlYtunooySKbN48WLS0dGhtLQ0ioqKImdnZ+LxeDR79mxRq8fnxMbGkpGREbm6ukrt9xMWFka9e/cmADJxf6awsDCZvLQlK1gBwwqYGklOTqa2bduSkZGRaFhjVeStgCkoKKAGDRqQubm5VG60WBsfP36kJUuWkJGRkagj4qlTpyT6JpednS1qVs/NzSVjY2Pi8Xjk7u4u90Oja2vp0qWkqakplst6Fy5coFatWomKVEUQFxdHly5dopiYGNLQ0KCWLVtWayj1f929e1fqrSFCoZD2798vGvUk7ftXZWVl0fr16zlv/ZUHrIBhBUyNpaen01dffUUWFhaffHHLSwFTUFAgaqZ+8+aNXHzjKSgooKNHj1Lnzp2pSZMmom+ox48fp/DwcLGcQ0pKCp05c4Z0dXXJxMRE9IZ65MgRio2NrfJx8fHx5OfnJxe/x9rKzMykNm3afLaIr47IyEgCQGfOnBFDMu7x+fxyH75Hjx794k7PAoFA4tMYVCYtLY2aNWtGO3fulEorUG5uLnXr1o0MDAzozZs3Ej+evGMFDCtgaqW4uFg05DE9Pb3SYbLyUMC8ffuWOnXqRP3796dt27Zx8ib5pcr+dtPS0khVVZUAkJaWFnXt2pXmzJkjem5evHhBr1+/psTEREpJSaGkpCSKi4uj4OBgunLliug+P3l5edSoUSPRc2dgYECqqqoUHR1drTzr168nHR0dhWpRqIw4P9BsbW1p/PjxYtsfVx4/fkzm5uZkY2NDhw8fFtt+L1y4QABo8+bNYttndfD5fJo3bx4BoOnTp0t0JFBubi599dVXpKOjQ48fP5bYcRQJK2BYAfPFhg8fTq1atSJ/f/9yy2W5gBEKhbRv3z7S0dEhS0tLunTpEqmpqdG6deu4jvZFcnJy6O7du/Tzzz/T6NGjqXXr1qKWkM6dO4uej8p+rKysRPvZsGEDnT59mmJjYyktLY309PRo3rx51crg5OSksCNr/islJYUWL178xR9sy5Yto3r16sn1ZYOCggJq1qwZqaqqUsOGDSk4OFhs+xYKhbRs2TICQKtXr5Z6n6FDhw6Rmpoa9e7dWyLvZXl5edStWzfS1dWlBw8eiH3/iooVMKyA+WIvXrygTp06kZKSEi1atEj0ApfVAkYoFJKHh4foW1V2djZNnDiRTE1NpT5xnDS9evWK7ty5Q1evXqVLly7R5cuXydfXl548eULv37//5Ifn2rVrSU1N7bPT6CclJREAOnr0qLjjy6SyScaWL1/+RfspmzPlv18C5MmUKVMIALVo0UI0Gk3c1q9fTwBo/PjxUp8X5f79+2RsbFyrvjyfIxQKacaMGazlpYZYAcMKGLHg8/m0adMmUldXpyZNmlBRUZHMFTApKSmUmZlJREQHDx6k69evE1HpZSQlJSXasWMHh+lk28ePH8nNzY0CAgI+ud2JEycIgEIODa7KypUrSVlZmR49elTrfQgEgmpPTyCL7t27RwDI3Ny82qOMauvUqVM0ZcoUTkZulX3BEQgEYunce/XqVbp69eoX76euYgUMK2DE6s2bN/Tnn38SUWnBIAsFTHJyMq1YsYJ0dHQqHfq6fPly0tPTk4kiS96dPXuWhg4dynUMqSouLqbu3buTqampaORKXRMaGkpjxoyRWMtLVc6fPy/quyVNc+bMocGDB4vuH1ZThYWF9MMPPxCPx6OxY8eKOV3dwQoYVsBIzJEjR0QFzPz58z85ckUSIiIiaMyYMaSqqkqampq0aNEiSk9Pr7BdXl7eZ1sWmFL+/v51duj0p6SkpFCzZs3oxIkTtd7H+fPnqXfv3nI1J0xGRgZ5enpKfE6iqkycOFF0SUkaE96VuXz5MvF4vFpdOgwMDKQ2bdqQqqoqrVu3TqFH60kaK2BYASMx/76EpKenRzwej5YtW0ZEkpm4i8/n0/3790X3DgoICKAWLVrQ1q1bxTJrKkM0ePBgat++faXrBAIBRUVF1fpbqbz790i82vwOykbaiOuGkZJWVFRElpaWxOPxvujy2ZcQCoV05MgRMjAwIDMzMzp06JDUCoKNGzcSAFGLc3UIhUKys7Ojjh070rNnzySYrm5gBQwrYCTm3wVMSkoK+fj40N9//01Epd82W7RoQZ6envTrr7/SgwcPatWBNioqitasWUODBw8WTe42aNAgIip9s/jcB4mnpyetWLGi5idXR5V9yEZFRVVYFx8fTwDoypUrHCSTHWvWrKHx48fX+IM0JiaGANDNmzcllEx8+Hw+derUiQBUe3SaJL1//55GjBhBdnZ2ote8pFuyhEIhjR07lrS0tD45xcDHjx9pzZo1og668fHxMnW/JXlW3c9vFTDMF9DW1sakSZNE/27cuDH69euHoKAgnD59GkVFRfDw8MDFixeRkZGBkSNHon79+lBTUwOPx4NQKERBQQGSkpKQlJSEuXPnYs6cOYiKisK2bdtgb2+PWbNmYeDAgXB0dAQA8Hg88Hi8KjMVFBTg3LlzWLFihaRPX2H07dsXGhoauHz5Mlq1alVuXWJiIgCgQYMGXESTGVZWVli1ahWEQiGOHDkCFZXqvX1aWFgAAJKSkiQZ74vx+XwMGzYMgYGB6NmzJ7Zt28Z1JFhYWOD06dPIz8+HkpISnjx5glmzZsHLywujR4+Gpqam2I/J4/Fw4MAB2NnZoVGjRhXWx8XF4cCBAzhw4ACys7NhYmICJycnNGzYUOxZmE9jBQwjVnZ2dti9ezeA0jfEiIgIFBUVAQCKi4thaGiI5ORklJSUgIigpKQEdXV1NG3aFF27dkX79u0BAAMHDsSHDx8+WahU5e+//0Z+fj48PDzEd2IKTktLC3379sXly5exaNGicuvKPnjNzc25iPZZmUnvEX73FrLTUqFf3wRtv+qLeubiL7ZGjRoFJSUljB07FllZWfjjjz+gp6f32cdpaGigXr16okJQVt28eRPXr1+HpaUlzp8/z3WccrS0tET/X79+fUyZMgULFy7ElClTMGXKFLRp00asx9PW1ha9DrKzs6Gvrw8AOHPmDEaPHg1tbW1MmDABixcvRuPGjcV6bKYGpNMgJH3sEpLkyNow6v+aOXMmNW/eXK46TcqCCxcuVDqZ2N69e0lZWVkm+8DMmjCe+re1oi2jB9GWUQNpy+hB1L+tFc2a6CmxY16/fp309fVrdInl3LlzFBERIbFMX+LfQ+Nfvnwpk8/zf71+/ZoWLVpEhoaGov53cXFxdPXqVbF0+hUKhRQTE0Pz588nFRUVmjlzJhGVdureu3cv5eTkfPExmKqxPjCsgJEYWS9gOnToQFOmTOE6hsLw9vYmY2NjrmNUkJGYQP3bWhEAcrWxol9GupOrTem/+7e1ooyk9xI79qtXr0QfYsnJyRI7jqRdunSJ9PX16dixY7RgwQKx3MRSmoqLi0Xv8Tt27BC9LzVt2pS+/vprOnnypGi758+fU3JyMmVkZFBWVhZ9+PCB4uPj6cmTJ3Tx4kXRLVTOnDlD9erVIwDE4/FIVVWVnJycODvHuqi6n99KnDT7MIwEXbx4EcuWLeM6hlx6+vQpnj59Wm7ZDz/8gJSUFI4SVS387i30bdsKrjZWuBHxCt+f9cWNiFdwtbFC37atEP73TYkdu2XLltDV1UVycjJatWqF6dOnIzs7u8rt//rrL1y9elVieWoqKysLkydPhoeHB3r27Il3795h+/bt+PjxI9fRakRVVVV0GW/27Nl4+fIlTpw4gSFDhiA1NRUBAQEAgLdv36Jdu3YwMzODoaEhDAwMYGRkhEaNGsHR0RGDBw/GuXPnAADW1tZYsGABrl27htTUVOzcuROBgYEICwvj7DyZyvGIiLgOIQk5OTnQ19dHdnZ2ta5TM9WXl5cHHR0dAEBubi60tbU5TsSIy1dffQUjIyOcPXuW6yifdWX7ZrwKeAAiwvdnfSEQCqGspIRNX7uBx1OClXM3DJy7RKIZiAgHDhzAokWLYGBggAMHDsDNza3Cdi4uLjA2NsapU6ckmqc6Xr58id69eyM3Nxfbtm3DsGHD0Lx5c4wYMQL79u3jOp5EFBQUICQkBOnp6eDz+RAKhVBWVoaGhgbMzc1hbm6O+vXrQ1lZucJj+Xw+bGxs0LJlS5kqQhVZdT+/WQsMo1DOnz+Pb775Bgpal0ucvb09QkJCyi07evRopR/KXNOvbwLweLgV8VpUvAiEQtyKeA3w/n+9hPF4PMyYMQPh4eGwtrbGgAEDsHz58grb8fl8qKqqSjzPp7x79w4A0KxZM3z99dcIDw/HlClTsG/fPuTl5Sn0qD1NTU106dIFHh4eGD58OEaMGIFhw4ZhwIABsLOzg5mZWaXFC1DayuPt7Q1dXV0UFhZKOTnzKayAYRTK06dP4evrW6vRSwzQpEkTJCQklCsAMzIycP/+fZkrCtt+1Re3wl+KLhtt+tpNdDnpVvhLtO3dT2pZGjdujJs3b+LcuXMYMWIEAODJkyd49uwZAODjx4/lRtJIU0hICEaMGIHmzZsjKioKqqqq2L59Oxo1agShUIj9+/dj9OjRouHeTEXDhw/HqVOnoKGhwXUU5l/YMGpGoSQlJbE34i9gbm6O4uJiZGRkwMjISLSsoKBA1KwrK+qZN0BTeyf0B9C3bSuAgH7tWoHHA5raO6GemXT/Dng8HoYNGyb698qVK+Hr64uuXbsiNjYWAwYMkGqe06dPY9u2bXj8+DEsLS3x+++/o2XLluW2UVJSgq+vL+etQ/KgqKgIZ8+exYABA1CvXj2u4zBgLTCMgklMTJTZ+Ury898gOuZnhIfPRXTMz8jPf8N1pAqaNGmC9u3bl+vMKcsTse05fBQnb92F46BhsHLuBsdBw3Dy1l3sOXyU62i4ePEizp49C3V1dWRnZ2PHjh2iy3OSaM36+PEjzp07h/T0dACl8yHp6urir7/+QkxMDCZNmlTpZRJra2s0b95c7HkUTWZmJiZPnowjR45wHYX5f6wTL1NjstyJ197eHo6OjjLXGXHhwpHIyLgDT08jEAg88HDs2AcYGvbBli2nuY73SdHR0WjZsiXu3LmD3r17cx1HLkVFReHo0aP46aefoK2tjXHjxiElJQUODg6wt7eHvb09mjZtWuNLn76+vrh37x6CgoLw8OFDFBcX4/Tp0xgxYgQEAkGV/TqA0g/kXr164cCBA3BycvrSU6wThgwZgrS0NDx69IjrKAqtup/f7BISo1Bmz54tc1N65+e/QUbGHRw+nAGAMN6zHo4dy8Thw5mYNOkO8vPfQkurCdcxq9SwYUMcOXIEtra2XEeRSx8+fICBgQE2bNggWtajRw/4+vrixIkT2LRpEwDg7NmzGD58OE6fPo3Tp09DX18fysrKUFJSAp/PR1ZWluiWG4GBgahfvz5+++03BAUFwd7eHps3b4aHhweaNm0KAJ8sXoDS4ufZs2d1/hYRNTF48GBMnToVqampMDGRfCdx5tMkfglp48aN4PF4mDdvnmhZYWEhvLy8YGRkBB0dHQwfPrzCPBNxcXFwd3eHlpYWTExMsHjxYpSUlEg6LiPnJk+ejL59+3Ido5zEpLPw9DTCpEn1cPhwJtz6x/5/8VIP4z2NkJh0huuIIunp6dDQ0MClS5dEyzQ0NDBhwgQYGxtzmEx+HTlyBM2aNYNAIBAtmzFjBi5cuID4+HgkJyfj6tWrcHZ2BgAIhULk5OTgxYsXCA0NRVBQEF68eIHc3FxYWVlhzJgxUFIqfes+deoU4uLicP78ecydO1dUvFTH5cuXYW9vL3MFvyxzd3cHADacWkZItAXmyZMn2L9/f4VvbvPnz8fVq1dx5swZ6OvrY/bs2Rg2bJioWU4gEMDd3R1mZmbw9/dHUlISJkyYAFVV1XLfYhjmv/7++28YGxvLVGtBYUEC6P9bXk6cyASfD6iqAuM96wEgFBYkcB1RRCAQoKioqMKlDH9/fzx48ADff/89R8nkV1BQEOzs7KpsETE1NS3XwXf06NEYPXp0tfatpqZWq0wlJSXw9fXF/Pnza/X4usrExARz586FmZkZ11EYSLAFJjc3F+PGjcNvv/1Wrsd2dnY2Dh48iK1bt6J3796wt7eHj48P/P398fjxYwClNxV78eIFjh8/jg4dOsDNzQ1r167F7t27UVxcXOnxioqKkJOTU+6HqXsWLFiA/fv3cx2jHA3NhuCBh+PH/le88PnA8WOZAHjQ0JSdb8Blr6//jkoJDQ3F8uXL2TwYtRAcHAx7e3uuY5QTFRWF7Oxs9OzZk+socmfbtm0yOS9SXSSxAsbLywvu7u5wcXEptzw4OBh8Pr/ccmtra1haWoqmfQ4ICEC7du1gamoq2sbV1RU5OTmIiIio9Hje3t7Q19cX/VR2G3RG8RkbGyMtLY3rGOVYmH+NY8c+iC4b+V5vJrqcdPzYB1iYj+A6okhqaiqA0jv+/lu3bt3A5/Ph5+fHRSy59e7dO7x69QrdunUT+76JCEKhsFYjmlq2bImAgAB06tRJ7LkUXUFBAe7cuYOsrCyuo9R5EilgTp06hadPn8Lb27vCuuTkZKipqcHAwKDcclNTUyQnJ4u2+XfxUra+bF1lli5diuzsbNFPfHy8GM6EkTcWFhZITEzkOkY5WlpNYWjYB5MmGcJzgjEAJYz3NMakSYYwNOwjUx14y353/51Lp127dmjcuHG5vjHM50VERMDQ0BCurq41fmxRURGCgoKwb98+bNy4EUBp0dKiRQuoq6tDSUlJ1Mm37P5VO3bswNChQ/Hdd9/h4MGDCA0NBZ/Pr7BvdXV1dO7cmbPJ9eRZamoqXFxc8PDhQ66j1Hli7wMTHx+PuXPn4tatW1KdtVBdXR3q6upSOx4jm8zNzWVyiOOWLaeRn/8WiUlnUFiQAA3Nhti9e4RMFS8A0KdPH4SHh1cYYcHj8eDh4YELFy5g586dbKbjahowYABSUlKgolL9t9qwsDBMmzYNYWFh4PP5UFZWRq9evfDDDz+Ax+Nh5syZ0NDQgIaGBpSUlCAQCGBpaQmg9H2wsLAQt2/fxu7du0FE+Omnn7Bu3TqkpqYiNTUVNjY2WLJkCRwdHTFy5EhJnbrCsrS0hJGREUJCQjBw4ECu49RpYi9ggoODkZqaio4dO4qWCQQC+Pn5YdeuXbhx4waKi4uRlZVVrhUmJSVF1DHKzMwMgYGB5fZbNkqJdZ5iPqVFixY1GokhTVpaTdCi+WKuY3ySlpYWbGxsKl3n6ekJS0tL8Pn8WncerUtyc3MhEAg+O3txeHg49u/fD21tbWzcuBENGzZEy5YtMWnSJDg4OMDW1haampqi7RctWlTlvmbMmIEZM2aIjh8aGip6zzxx4gQWLFiAJk2aICMjA7m5uayAqQUej4cmTZqwVn5ZQGKWk5NDz58/L/fj4OBA48ePp+fPn1NWVhapqqrS2bNnRY+JiooiABQQEEBERNeuXSMlJSVKSUkRbbN//37S09OjwsLCauXIzs4mAJSdnS3eE2QoNzeXABAAys3N5ToOI0ZLly6l/fv3cx1DIWzbto3q1atHeXl5FdYVFxfTqVOnqEePHgSAzMzMaM2aNRLNU1BQQL6+vjRz5kzR63fdunUSPaaiGjRoELm7u3MdQ2FV9/Nb7C0wurq6aNu2bbll2traMDIyEi2fOnUqFixYAENDQ+jp6eG7776Ds7MzOnfuDADo168f2rRpA09PT2zevBnJyclYtmwZvLy82GUi5rNKSkqQn5/PZmCuBR8fH0yZMqXK9UlJSfj555+xcuVKmbovkqwRCoXYs2cPXF1dK+1n8urVK4wdOxbdu3fHn3/+iSFDhki8VUtDQwP9+/eHg4MD9u3bBy8vL9GcSffv38fHjx/h7u7O+eXBdznvcP71eSTmJsJCxwJDWw5FY73GnGb6LxsbG9YCIwukUU317NmT5s6dK/p3QUEBffvtt1SvXj3S0tKioUOHUlJSUrnHvH37ltzc3EhTU5OMjY1p4cKFxOfzq31M1gIjObLeAmNra0tz5szhOobcef/+PQGgc+fOfXIbZWVl2rlzpxSTyZ9bt24RAPLz8xMtu3nzJo0cOVL0PhYXF8dJtvDwcAJADx8+FC0ra5Xp1q0b+fv7c5KLiGjk7JFkOsyU2h9pT7ZHbKn9kfZkOsyURn03irNMjPRV9/NbKgUMF1gBIzmyXsCMGTOGHBwcuI4hd86cOUMA6N27d5/cbsSIEdSsWTMqKiqSUjL507dvX2rXrh0JhULKyMigCRMmEADq2rUrJSYmcpotKSmJVq9eTe/fvxctEwqF5OvrSx06dCAA9N1330n9tf02+y2ZDjMlAGQy1ITaHm5LJkNNCACZDjOld9mf/rtkFEd1P7/ZzRyZGpPlmzkCwLFjxzBhwgSZvjO1LJo0aRKCgoIQHh7+ye3Cw8Nha2uLnTt3wsvLq9y6oqIiFBYWQl9fH7GxsTh37hyysrJQUlICIoKpqSkWLlwIAPDz84OBgQGaNGmiUK/RvLw8DB06FLNmzYKmpiamTJmC/Px8/Prrr5g4cSLnl2g+RSgUYufOndi/fz/++ecf6OrqSu3Yvwb/isMRh5F0IQmp51PBU+GBSggmQ01gPsQck2wmYZ79PKnl+ZRdu3bB29sb79+/5zqKQqru57fE74XEMNI2YMAAKCkp4cqVK1xHkSszZ87E5s2bP7td27ZtMWHCBKxfvx4vX77E/v37MX36dHTs2BG6urrYtm0bACAmJgbr1q3DiRMn8Ndff+HChQvw9fUFUDqfyYABA9C+fXvo6+ujVatWGDt2LOLi4iR6jtKgra2NmzdvYsiQIcjMzESHDh0QERGBSZMmyUTxkpOTg2vXriE7O7vCOiUlJcydOxfPnj2Drq4u4uLisHXr1lpNlldTibmJIBBMBpuIiheeCg8mg01AICTmys78Tvn5+SgoKOA6Rp3H7kbNKBwjIyN069YNz5494zqKXCnrRP8pRISAgADMnTsXixcvxm+//YZff/0Vbdu2hb29PaZNm4Y+ffoAAFxcXCr9kCwTERGBpKQkvHz5EsHBwQgKChK15s2bNw/5+fnw8PBA37595abz/vXr15GdnY3U1FTMnj1bdF8jWShcyrx58wbu7u74559/qpyJt2zemhs3bmDhwoUIDAzEoUOHJDrxnYWOBXjgIfViqqh4oRJC6sVUmA8xh4WOxed3IiXFxcUVbrfBcEDiF7M4wvrASI6s94EhIsrPz+c6glzZtGkTnTx5ssr1mZmZtH37drK2tiYAtGvXLiIq7dT76tUrsedZvXo1tWjRorQ/hIkJ/fjjj+WmVZBFqampZGhoSDo6OlSvXr3P9iXiSkJCAgGgK1euVGv7M2fOkJaWFnXs2FGi/XfkqQ/MnDlzyMbGhusYCqu6n9/sEhKjkDQ1NUFE7Bp1NWRnZ2PNmjV4+fJlpet37dqFBg0aYOHChbC1tcXff/+NmTNnAii9s/zo0aMrna7+S6xYsQKvXr3C8+fPMWrUKOzdu1d0I8mPHz+K9VjiMnHiRGRmZsLU1BRPnjwRzY4ra0xNTcHj8ap9y42vv/4ajx49QkpKCvr164eSkhKJ5Gqs1xi9GvSC6TBTmA8xhxJPCeZDzGE6zBS9GvSCpZ7s/D5Z/zoZIZ16SvpYC4zkyEMLDFHppGyNGzemkpISrqPItJ07d5KysjIlJCSIlmVkZFBUVBQRET1+/JhWr15d6bfvwMBAUlZWlvgkbGUjnvLz86lRo0Y0ZswYio6Olugxa2L37t0EgBo2bEjJyclcx/ksU1NTWr16dY0eExMTQ76+vhJK9D/vst/RtqBttPjeYtoWtE2mWl7KxMfH08uXL7mOobDYMGpWwEiMvBQwgYGBBIDOnz/PdRSZJRAIyNramoYPH05EpcNpDxw4QAYGBtSzZ89q7WPZsmWkpKREN27ckGDSUnw+n/bv30/m5uakoqJCS5YsoYKCAokf91OEQiF16tSJrKysZP4yV5l+/frR1q1ba/VYgUBA69ato/T0dDGnYphSrIBhBYzEyEsBQ1Q6iaKtrS0JBAKuo8ikc+fOiW7j8e7dO+rbty8BoEmTJlWYXLIqJSUl5ObmRgYGBlL7UMvLy6O1a9eSmpoaDRo0SCrHrExubi6Fh4dTVlYW5eTkcJZDmhITE8nIyIh69+5NxcXFXMeRuoyMDBo1ahS9ePGC6ygKixUwrICRGHkqYPz9/QkAHT9+nOsoMqmkpIRu3rxJJSUl1KxZM2rYsGGtLhNkZWV9cgZfSYmIiKAnT54QEdGHDx+kermwqKiIWrRoQUZGRpXe70jW5efn1/r3dffuXVJRUaHvvvtOzKlkX9ksy5GRkVxHUVisEy/DAHB2dsbUqVMhFAq5jiJzsrOzQUTo0qULlJWVcfLkSYSHh6N///413pe+vj6GDRsGADh69KjUOtq2adMGDg4OICJ4eHhg4MCByMrKkvhxBQIBHB0dER0dje+++06iw4slISQkBLq6urWeaqBXr17YsWMHdu7cCR8fHzGnk23BwcHQ0dGBlZUV11HqPFbAMArv999/h6enJ9cxZEpSUhKaNWuGDh06iH43Tk5OX3yDxsTERHz33Xdwd3eX6mghHo+HVatW4Z9//oGTk1OVI6rEoaSkBIMHD8azZ88wbNgwrFy5UmLHkpRWrVqBx+MhICCg1vuYNWsWpkyZgocPH4oxmewLCAiAvb09lJTYxyfX2DPA1Am5ubn45ptvEBYWxnUUzhERJk+ejOzsbCQkJODbb78V274tLCxw/fp1hIWFoW/fvkhPTxfbvj/HxcUFgYGBUFZWhrOzM548eSKR40ydOhVXr15F48aN8ccff0jkGJKmpaWFHj16fPFs1fv378fBgwfFlEr2FRYW4tatW3Bzc+M6CgNWwDB1hKqqKgICAjB58mSxz1kib/bs2YMbN25AT08Pjx8/houLi1j37+zsjL///huxsbFwdHTEmzdvxLr/T2nRogUCAgLQpk0bPH/+XCLHGDRoEH777Tf4+vpCTU1NIseQhkGDBuHOnTvIzc2t9T7KZuw9ffo0jhw5Iq5oMouIsGvXLowcOZLrKAzA5oFhak6eOvH+W1BQECkrK9OSJUu4jsKZ2NhY0tTUJE1NTYnPo/Lu3TuaOnUqJ8Oc/905VRxDmx8/fkyLFy+mlJQUhRltFB0dTaqqqnT//v0v3tf06dNJX1+fPnz4IIZkTF3HOvEyzH/Y29tj06ZN2Lx5M06ePMl1HE6YmZnh22+/xfPnz9G8eXOJHsvS0hK///47NDQ0EBISgjlz5iAvL0+ixyyjrKwMAPDx8UG7du1qfZPIkpISbNy4ET169MDDhw8xb948dOvWTSo3N5S05s2b48OHD+jRo8cX72vdunWi35WiKiwsxIwZMxAdHc11FOb/sQKGqVMWLFiACRMmIDIykusoUlVSUoLRo0fj1KlT+OWXXyRevPzXy5cv8fvvv8PW1hb379+X2nEHDhwITU1NDB48uMbF04sXL9ClSxf89NNPmDdvHnbu3IlTp05h5syZMnVzxi+hq6uLwsJC5OTkfNF+TExMsHDhQuzcuRMJCQliSidbzpw5gwMHDrARjbJEOg1C0scuIUmOvF5CKvPvSe24nsVVGoRCIXXv3p0A0N69eznL8fr1a1GOyZMnS23W2rCwMNLW1qYRI0aQUCis9uN++uknsra2poCAACIiGjJkCDVv3lyhJm8rKSmhxo0b04oVK754X9nZ2WRsbEwLFy4UQzLZ07lzZ+rbty/XMeoENpEdK2AkRt4LmDKnT5+mpk2b0tu3b7mOIjFCoZA8PT0JgEy8+QoEAtq9ezdZWVmJ+kvw+XyJH7dsxuGDBw9WuU1+fj5t2rSJNm3aREREhYWFogL3zZs3xOPx6MCBAxLPKm2zZs0iMzMzsRTzkZGRClXglXny5AkBoAsXLnAdpU5gBQwrYCRGUQqY+Ph4atasGVlaWsrUjQHFRSgU0ty5cwkANWrUSCqFQnWVtYKlp6dTw4YNadasWfT8+XOJHvP06dOV/r2+e/eOfvzxRzIxMSEVFRVavHhxhW3CwsJo4MCBcv33XpWoqChSVlau9b2RKlN2801FMXjwYLKyspKp15AiYwUMK2AkRlEKGKLSIsbKyopMTEzo0aNHXMcRq+TkZDI0NKTWrVtTeHg413Eq9eHDB1q+fDmZmZkRAOrevTsdO3ZMosd89+6dqJXgzZs3pKSkRLq6ujR79myFLGSrY9q0aWRkZCSW98utW7dSmzZtFOr+YwkJCRQYGMh1jDqDjUJimGpo2LAhHjx4ACsrKyxYsEAhRpckJiYiOzsbpqamiIqKwosXL2BjY8N1rEoZGhpizZo1iIuLw+nTp6GsrIwTJ04AAPh8Pn755RcEBAQgPz//i45TXFyMkJAQbNiwAU2bNkWzZs0AAE2aNMGff/6JxMRE7Ny5s9LOzU+fPoWvr69C/G1UZdWqVWjdujWSk5O/eF92dnZ48eIF/P39xZCMW0SEvLw8NGjQAI6OjlzHYf6DRwr6qszJyYG+vj6ys7Ohp6fHdRyFkpeXBx0dHQClM9xqa2tznOjLFRcXIzMzE6ampoiJiYGFhQU0NTW5jlVjfn5+GD16NNzc3KChoYFhw4ahT58+XMeqkZKSEqioqODZs2dwdnZGfn4+lJSU0KZNG3Tt2hX79u0DANy7dw9aWlrQ0NCAsrIyhEIhioqKkJqaiqSkJBgbG2Pw4MGIjo6GjY0NiouLoaKiAmNjY+Tl5SEhIaFa7w0TJ07E06dPJTYxnqIRCASwsLDAxIkTsXnzZq7jfBEfHx8sXboUoaGhMDMz4zpOnVHdz2/WAsMwANTU1GBqagoiwvDhw2FnZ4fHjx9zHava8vLyMHfuXPTq1QstWrSAq6sr9uzZI9X7EYlL2eyutra2yMzMRHBwMPbt24euXbuWuzXBqFGj4OTkhPbt26Nt27awtbWFo6Mj3N3dMW3aNBw9ehRAaSvLzz//jEePHiErKwv+/v4oLCzErl27PpulpKQEV69ehYeHh2ROVsY8e/YMM2bMgEAgqPU+lJWVMXDgQFy+fFmMyaQvISEB8+fPh6urKyteZJXEL2ZxhPWBkRxF6gNTmYiICHJ0dCQlJSVatGiRzM+8WlhYSNbW1qShoUFbt24lPp9PDg4O1Llz5xoNG5Y3SUlJFBISQv/88w/5+/vT48ePKTg4mOLi4j7biXTOnDmkp6dH6enpn9zOz8+PANDjx4/FGV1m3b9/nwDQtm3bvmg/Fy5cIFVVVXr//r14gkmZUCgkNzc3srCwoIyMDK7j1DmsEy8rYCRG0QsYotKhvRs3biR1dXVycHCQyUIgNDSU8vPziYjo0KFD9PLlSyIiunXrFgGg27dvcxlPpqWkpND48eMpNjb2k9utWrWKDA0NFapD6ud89913pKGhQSEhIbXeR2FhoVy/9+7evZsA0JUrV7iOUidV9/Ob9YFhakwR+8BUJT4+Hu/evUO3bt0QGxuLO3fuYOzYsZye89OnT/HLL7/gjz/+wN69ezFz5sxy6ydMmICQkBA8e/ZMYWaM5cqxY8cQGRmJDRs2cB1FavLz89G9e3ekp6fjyZMnMDEx4TqS1AUHB8PX1xfLli3jOkqdVO3Pb6mUUxxgLTCSUxdaYCqzfft24vF4pK+vT/PmzaOoqCipHv/WrVvk5OQkmtflwIEDlc5LUVhYSK9evZJqNnkkFArp2LFjYrmZoaKJi4sja2tr8vf3r/U+tm7dSv369RNjKslLTEykwsJCrmPUeWwYNcOI2Zw5cxATE4NZs2bh+PHjsLa2xvbt2wEARUVFYh9mm5GRgRMnTuDBgwcASr8Z6+vr48KFC4iNjcX06dNFHV7LCIVCqKuro2XLlmLNooh4PB52796N9evXV7o+JycHgYGBKC4ulnIy7jVq1Ajh4eFwdnYGn8+v1f1/1NTUcPfuXRQVFUkgofilp6fDxcUF06ZN4zoKU02sgGGYGmjatCm8vb2RkJCAU6dOoX///gCAX3/9FQ0aNMCQIUOwdu1a+Pr6lhsx8ylEJPqA8PPzw8yZM+Ho6AgTExOMHz8e165dAwB4eHjgxo0bGDx4cIXCpYyjoyO2bdsmhjOtGyZOnIg7d+4gMzOzwrrQ0FA4OTkhNjaWg2TcU1ZWBhFhzJgx+Pbbb2tcxNjY2IDP5+Pt27eSCShGmZmZ6Nu3L9LT0/HTTz9xHYepJlbAMEwtqKurY9SoUWjVqhUAoE+fPpgwYQJyc3OxdetWDBgwQPTNPjQ0FPb29ujXrx/c3d0xYMAAuLm5oUePHmjZsiV0dHRw5swZAEBkZCQePXoEGxsb7NmzB+/fv4e3t3e1MkVHR+Pp06do0qSJRM5ZEQ0aNAgCgQC+vr4V1iUmJgIALCwspB1LZvB4PLi7u+PAgQM1Hl5d9ntLSkqSVDyxSEtLQ+/evREfH4/bt2/D2tqa60hMNVX+NY5hmBpxcHCAg4MDgNIWlTdv3oguKWlqasLR0REfPnwAn88HUPrt1sjICE5OTrCwsECHDh0AADNmzMCMGTNqleHy5ctQV1dH3759v/yE6ogGDRrA3t4ely5dwtixY8utS0pKgpaWFnR1dTlK9wkfYoCQY0BWHGBgCdh5AkYVZxEWh8mTJ0NFRQWTJk1Ceno6jh07JurE/ynm5uYA/lcIyqoLFy4gKSkJ9+7dQ9u2bbmOw9QAK2AYRsx4PJ5oqnoAaNWqlWj2WEm6evUqevfuXa0PF+Z/lixZgpKSkgrLk5KSYGFhIXMjuVbNGAbl175Y3lMTpX3peVi7YRMELd2wav9fEjmmp6cnDAwMMHbsWBw+fBizZ8/+7GN0dXXh6+sLOzs7iWT6UjExMWjevDmmTZuGQYMGscnq5BC7hMQwCoCIEBQUhO7du3MdRe6MHDmyQusLUNohWuYux32IgfJrX6y4W4i19/IBEmLtvXysuFsI5de+pS0zEjJo0CA8f/4c3377LQDg1atXn31M//79YWpqKrFMtSEQCODt7Y1WrVrBz88PPB6PFS9yirXAMIwC4PF4dbazqTicP38ejRs3RseOHUXLfvnlFw4TVSHkWGnLCxFW3CvCugdFKBYAa3qply4POQa4rJLY4csKurJ+XVOmTMGWLVuqnKtj69ataNOmjaizO9devnyJyZMn4/Hjx/jxxx/RrVs3riMxX4C1wDCMgjA0NIShoSHXMeTSkiVLcOTIEa5jfF5WHADC8p7qUFMGigWAmjKwvKc6APr/9ZLXvn177NmzB6dOnULbtm2rvFv37t27ce/ePalk+py7d++iQ4cOSE9Px4MHD7Bu3TooKbGPQHnGnj2GUQBbtmyBl5cX1zHkVseOHREWFlZu2bJlyzB06FCOElXBwBIAD2vvF4mKl2IBsPZ+EQDe/6+XPB6PhxkzZiA8PBytWrXCgAEDsGfPngrblZSUQFVVVSqZKiMUChEaGgoA6NSpE3788UeEhoaia9eunGVixIcVMAyjAJ4+fYrw8HCuY8itxo0bIyEhodyy/Px8REZGcpSoCnaeWHu/ACvuFWFNL3UULdPDml7qWHGvCGvvF5SORpKixo0b4+bNm7h48SJGjRoFALh48SICAwMBANnZ2Zx0Ki8pKcG5c+dgb28PZ2dnfPjwAdra2li+fDm0tLSknoeRDNYHhmEUQFJSkmjYKlNz5ubmSEpKAhGJRh2VLZMpRs0haOmGNfjfKKTlvbQAHg+Clm4SG0r9KTweDx4eHgBKO5OvWbMGT58+RceOHZGdnS3Vy5pEhA0bNmDPnj1ITExEz549cfv2bRgZGUktAyM9rIBhGAWQmJgomktG1mSl5CPSPwkfPxRA10gTrbuYw8BUtr4Ft2nTBt27d0dRURE0NDQAlE7ElpOTg7y8PJm6Yemq/X9VmAdm+WzJzQNTEzweD4GBgfD19RXdZmP+/PkYOHAgzM3NwefzxX5JKTo6GpcvX8asWbOgoaGBFy9eYODAgfj222/Rvn17sR6LkS1iL2C8vb3x119/ISoqCpqamujSpQs2bdokmrEUAAoLC7Fw4UKcOnUKRUVFcHV1xZ49e8oNt4uLi8OsWbNw9+5d6OjoYOLEifD29q5yCnWGqctSU1NlbrgqAHhNXYi45xlwc/Asm7IEG7zXwbKdIXYf3MJ1PBFXV1e4urqWW1bWopWUlIQWLVpwEatqRs0lOtroSygrK2PgwIEYOHAgYmJicOXKFdEwZUdHR6ipqcHe3h729vZwcHCAjY1NtYqaf7eO7dmzB/7+/ggMDMTr16+hrq6Obt26wdHREcePH5e5uXsYyRB7NXD//n14eXnB0dERJSUl+PHHH9GvXz+8ePFC9C1m/vz5uHr1Ks6cOQN9fX3Mnj0bw4YNw6NHjwCUjtN3d3eHmZkZ/P39kZSUhAkTJkBVVbVO3daeYarr119/lbkJw7JS8hH3PANXnhwGEeBm7wnfoGO4GnQYAzEJWan5MDCRjZYYgUAgamlRVlYGAHTo0AG3b99Gw4YNOU4nn2JjYyEUCjF37lwApQWIl5cXHj58CD8/Pxw4cABCoRBPnz6FnZ0dNmzYgDt37kBXVxc8Hg9KSkrg8/nIyMhAUlISMjMz8eHDB/B4PPz5558oLi5Gv379sHnzZvTt21f0+cKKl7qDR+K+he5/pKWlwcTEBPfv30ePHj2QnZ2N+vXr4+TJk/j6668BAFFRUWjdujUCAgLQuXNn+Pr6YuDAgUhMTBR9q9y3bx++//57pKWlQU1N7bPHzcnJgb6+PrKzs6uco4Cpnby8PFHHvNzcXJlqXmdkR8D5GITceodrT0qLFhUlVZQI+XB3mIQBjp6w69sYzkO5v+wBAEFBQXB0dERISIjMXoqTN99++y3u37+PiIiIStfn5eUhNDQUHTp0gLa2Nnx8fHD9+nXk5+eL7rmkrKyMevXqwcLCAubm5vDy8oKKikq51hhG8VT381vi12Oys7MBQNSRKzg4GHw+Hy4uLqJtrK2tYWlpKSpgAgIC0K5du3JN4q6urpg1axYiIiIq/aZZVFRU7rbtOTk5kjolhpE5hw8fRseOHWFra8t1FJGPHwqA/295ufH0BEqEfKgoqcLNvvRy0scPBVxHFCn7wPzvJeo///wTb968wQ8//MBFLLkWFBQkuj9YZbS1tcsNZ548eTImT55crX2z4oUBJDyMWigUYt68eejatavoJlnJyclQU1ODgYFBuW1NTU2RnJws2ua/1/PL/l22zX95e3tDX19f9NOoUSMxnw3DyK758+fj+vXrXMcoR9dIE+ABvsHHRMVLiZAP3+BjAO//18uIsi8//+2LERYWhh07dlQ6SRtTteLiYjx79gz29vZcR2EUmEQLGC8vL4SHh+PUqVOSPAwAYOnSpcjOzhb9xMfHS/yYDCMr6tevj9TUVK5jlNO6i7moz4u7wyT8Ov063B0m4WrQYfgGHUPrrrIz7DslJQUAYGJiUm55jx49kJSUVOVlEKZyfn5+KCoqQo8ePbiOwigwiV1Cmj17Nq5cuQI/P79yneDMzMxQXFyMrKyscq0wKSkpop7qZmZmoomQ/r2+bF1l1NXVoa6uLuazYBj5YGFhgcTERK5jlGNgqgXLdoYYiElwc5gAEGGAoyd4PMCynaHMdOAFSoeha2hoVGgZ/uqrr6Cjo4NLly6JWpGZz0tOToadnR0bxsxIlNhbYIgIs2fPxvnz5/H333+jadOm5dbb29tDVVUVd+7cES17+fIl4uLi4OzsDABwdnbG8+fPy32jvHXrFvT09NCmTRtxR2YYuWdubi5zBQwA7D64Bceu7IZdX0u0sDeBXd/GOHZlt0wNoQZKW4vfvHlToW+Furo6XF1dcenSJY6Syafx48cjODiY9VVhJErsLTBeXl44efIkLl68CF1dXVGfFX19fWhqakJfXx9Tp07FggULYGhoCD09PXz33XdwdnZG586dAQD9+vVDmzZt4Onpic2bNyM5ORnLli2Dl5cXa2VhmErY29tXmApfVhiYaMnMaKOqqKioVNm6O3fuXFELMPN5SUlJUFNTY7PfMhIn9mHUVVXcPj4+mDRpEoD/TWT3xx9/lJvI7t9vIO/evcOsWbNw7949aGtrY+LEidi4cWO1J7Jjw6glhw2jZhTNsGHDMHz4cIwbN47rKHJvxowZuHPnDl6/fs1aYJhaqe7nt8TngeEKK2AkhxUwsik9PR1KSkpSvfeMIvj48SP09fVx8ODBKofxPn/+HJs3b8ahQ4c4vbuyrMvOzoaFhQW+//57rFixgus4jJyq7uc3uxs1wygAoVCIJk2a4ODBg1xHkTshISEgok8O+eXxeDh+/DguXLggvWBy6OjRoyguLsa0adO4jsLUAayAYRgFoKSkBHt7ezx8+JDrKHLn0aNH0NLS+uQAgbZt26JXr17YuHEjhEKhFNPJj6KiImzduhXDhg2DhYUF13GYOoDdGZFhFMSAAQOwZs0aFBQUQFNTdiaJk3WXL1+Gq6vrZ/vXrVmzBj169MDZs2cxcuRI0XIiQkJCArS1tWFoaIjHjx/jzJkz+PjxI/h8Png8Htq1a4f58+dDKBTizz//hLm5OVq2bAkLCwuF6SeSmZkJGxsbrFy5kusoTB3BChiGURAeHh744Ycf8Pfff8Pd3Z3rOHJj586d1SoiunfvjgEDBuDnn3+Gubk5bt68ieDgYAQHByM1NRUHDx7ElClTRHdg1tPTE/WXKesz9uHDB4wdO1a0T1NTU9jb2+PUqVPQ1dWVzAlKiZmZGa5cucJ1DKYOYQUMwygIa2tr2Nra4u3bt1xHkSvVme4+Ly8Ply5dwqZNm2BhYYHZs2fj9u3bcHR0xIwZM2Bvby+6r8+4ceOqHM1Uv3595OTkIDExEZGRkQgKCkJUVJSowOnbty9MTEzg4eEBDw8PuWlJ27t3LywtLVnhzEgVG4XE1BgbhSS7hEIhlJRY17bqmjZtGgYMGIBhw4ZVuv7ly5fYu3cvDh8+jOzsbPj6+qJ///6Ijo6GmpoaLC0txZZFKBRizZo1uHjxIkJDQ1GvXj1MnjwZy5cvrzBDsCwJDQ2Fo6MjfvzxR6xevZrrOIwCYKOQGKYOUlJSQkFBAaKjo7mOIvMiIiJw8OBBFBcXV7p+zpw5sLa2xokTJzBr1izExsaif//+ICKMHj0akyZNEmuHXiUlJaxatQohISGIjo7GtGnTcO3aNVErTFJSktiOJS7FxcWYOHEibGxs8NNPP3Edh6ljWAHDMApm4sSJGDNmDNcxZN7evXthamparvUlKioKr169AgAMHToUx44dQ0JCAry9vUW3ReHxeNi4cSPu3r2LPXv2SCRb8+bNsXnzZrx48QLq6uqIi4tD06ZNMWrUKLx+/Voix6yNtWvX4sWLFzh8+DDU1NS4jsPUMayAYRgFM2HCBAQFBcHf35/rKDIrKysLR48exfTp06Gmpob8/HwsWLAANjY28Pb2BlB6I8fx48dXevsSFxcXeHl5YcGCBXj06JHEcpZ1LrawsMCePXvg7++P1q1bY8mSJSgsLJTYcaujoKAAZ86cwcqVK9GhQwdOszB1E+sDw9QY6wMj2wQCATp06ID69evjzp07CjNMV5y2bt2K5cuXIyYmBtHR0ZgyZQri4+OxevVqzJ07t1r3XCsuLoaLiwvi4uLw6tUrqbRAFBQUYOvWrVizZg2mTp0qsRag6srJyYGOjg7rd8WIFbuVACtgJIYVMLLv8uXL8PDwwI0bN9CvXz+u48gcgUCA8PBwNGnSBJaWlrCxsYGPjw9atWpVo/2kpaXh3bt3cHBwkFDSykVEREBfXx8NGzbE27dvYWlpKbUiIj09HTNmzMC2bdvE2omZYcqwTrwMU4cNHDgQ06dPl5thuNL0/v17fPz4EVZWVtDX14efnx8ePHhQ4+IFKB0W7eDgAD6fD29vbxQUFEggcUU2NjZo2LAhCgoK0L17dwwePBg5OTkSP25mZib69euHhw8fQiAQSPx4DPMprIBhGAXE4/Fw4MABdO/enesoMuXx48do3LgxbGxssGDBAgBA+/btoays/EX7jYyMxLp16+Dh4YH8/HxxRK0WTU1N7N+/H35+fujcubNER59lZGTA1dUV7969w+3bt0WdmhmGK6yAYRgFlpCQgP79+yM2NpbrKJwrLCwUjc7S19fHokWLxLZvW1tbXLt2DQEBAXBzc0NGRobY9v05AwYMwD///AOBQABnZ2eEhYWJ/RhCoRBubm6IjY3F7du30a5dO7Efg2FqihUwDKPA9PX1ERUVhSlTptT5mxB+8803ePv2LWxsbODv74/mzZuLdf89e/bErVu3EBERgU6dOuHDhw9i3f+nWFtbw9/fH23atEFubq7Y96+kpIR58+bh3r17sLOzE/v+GaY2WAHDMApMV1cXhw4dwv3797Fx40au43DGz88Px48fh6WlJR4+fCixmW2dnZ0RGBiICRMmwNDQUCLHqIqRkRHu3buHrl27oqSkRCy3lDh27Bi+//57AMCYMWPQtm3bL94nw4gLK2AYRsH17t0by5cvx7Jly3D58mWu40idUCiEvb09NmzYgIiICInfNLFZs2ZYsWIFeDweTp06hTlz5iAvL0+ixyxTNmR++fLl6NGjB1JSUmq1n8zMTEycOBETJkxAWlpanW+9Y2QTK2AYpg5YtWoVRo8eLbUPUlmRkpICJycnXL16FT/88INo+L+0fPz4Eb///jtsbW1x//59qR3322+/RXFxMYYPH17lrRKqcuXKFdjY2ODixYvw8fHBwYMH2TwvjExif5UMUwcoKSnh5MmTGD16NIgImZmZXEeSuIKCAnTo0AFBQUGczVcyffp0hIWFwdzcHL169cLEiROlMty5UaNGOH/+PJ48eQIvLy/UZLqvK1euwM7ODhEREZg0aRKbCJGRWayAYZg6Zv369XByckJiYiLXUSSmsLAQnTt3RnJyMn766Sd07tyZsywtW7bE/fv3sWfPHrx//1408aMkOtv+m7OzM/bt24fff/8dt27dqnK7hIQETJ8+Hbt27QIA7NixA1euXEGDBg0kmo9hvhQrYBimjhk7diwKCgrQo0cPxMXFcR1H7AoKCuDq6opnz57BxcUF69at4zoSlJWVMWvWLNy+fRvKysoICQmBqakppk6diuDgYIkdd/Lkybhx4wb69u1bbjkR4cGDBxgzZgyaNWuGCxcuQEtLCwCgpqbGWl0YucAKGIapY5o1awY/Pz8IBAJ07twZgYGBXEcSq7i4OERGRuKrr77C6dOnuY5TKUtLS/z000+4desWHBwc4OTkhJMnT0rkWP369QOPx0NISIio1cfPzw89evRAcHAwNm/ejJiYGEyZMkUix2cYSWH3QmJqjN0LSTEkJydj6NChsLKywpEjR7iO88VCQkLQqlUraGlpIS8vTy7+LktKSnDt2jXs3bsXrVu3xtatW5GYmIi9e/eia9eusLe3R/369Wu9/6SkJAQHB+Ps2bM4cuQI2rZti+fPn0MoFIqKGNZBl5E17GaOrICRGFbAKI6ioiIIhUJoamrin3/+ga2trdzdP4mI8Ntvv2HOnDlYvHgxnjx5guXLl6Nr165cR6sRIgKPx8Pt27cxcuRIUUdrS0tLDBkyBNu3bwcAHD9+HMbGxlBXVwePx4NQKERhYSFSUlKQmJgIW1tbDBo0CLdu3RLdyNPExASqqqogIrx79w4qKiqcnSfDfE51P7/ZXzHD1GHq6uoASvuNeHh4wNDQED4+Ppx2eq2JuLg4TJ8+HTdv3sQ333yDevXq4datW9i2bRvX0WqsrN+Ji4sL0tPTERsbi+DgYAQFBUFVVRUAkJ+fD09Pzyr3YWxsjJkzZ2LQoEFwdHTE2bNn4eDgAEtLS4SFhcHOzg4+Pj6YPn26VM6JYSSJtcAwNcZaYBTTixcvMGnSJAQHB2PBggVYvny5TL92UlNT0bJlS+jp6eG3335D165d0bx5cwwaNAgHDx7kOp7EFBYWIi0tDcXFxRAKhVBWVoaamhpMTEygpqb2yceOHTsW9+/fR3R0tNy1tDF1B2uBYRimRtq0aQN/f39s2bIFq1atQmxsLM6dO8d1rHKICNeuXUP//v1hYmKCvXv3wt3dHfr6+ti1axcyMjKwcuVKrmNKlIaGBho1alSrx65duxaHDh1CUVERK2AYucdaYJgaYy0wiu/9+/fIy8uDlZUV7t27h4iICHh6enL2WuLz+bh48SI2b96MJ0+ewNfXF/379y+3TZ8+fWBoaIgzZ85wkpFhGPGo7uc3637OMEwFDRo0gJWVFQDg7t27mDt3LiwsLDBr1iw8e/ZMqll+//13NG7cGCNGjICGhgbu3r1boXgBgOvXr2PPnj1SzSaPCgoKsHbtWgQFBXEdhWG+CCtgGIb5pNWrV+Pdu3dYtGgRLl68iPbt24vmV8nMzERJSYnYjkVECA8Px4YNG0QfsGpqahg8eDDCwsLg5+eHXr16VXhcfn4+VFVVv2jIcV2hrq4OHx8f0cy7DCOv2CUkpsbYJaS6i8/n4/r16+jatSsMDQ0xbdo0nD17Fh07doS9vT3s7e3Rs2dPmJubf3Zfubm5UFdXh6qqKk6cOIFTp04hODgYSUlJ0NHRwfbt26s1uVphYSHMzMywc+fOT47QYf5n5cqV2LFjB1JTU0UjnBhGVrBLSAzDiJ2qqioGDRoEQ0NDAKV3PV6yZAnq1auHM2fOYMyYMTh79iwA4K+//kLTpk3RsWNHODk5oVOnTnBwcICVlRV0dXWhq6sramVJSEhAcXExJk+eDF9fX6Snp1d7Zti7d+8iOzsbHTt2lMxJKyAPDw9kZWXh0aNHXEdhmFpjLTBMjbEWGKYq6enp4PF4MDIyQkhICE6fPo3MzEwIBAIApfcE0tbWhrm5OSwsLODi4gITE5MvOuasWbNw8+ZNREdHs3v4VBMRoWHDhhg1ahS2bt3KdRyGKYcNo2YYRuqMjY1F/29nZwc7OzuJH9PX1xdDhgxhxUsN8Hg8bNmypdbDsRlGFrAChmEYuZWRkYH379/L3W0DZMHo0aO5jsAwX4QVMAzDyC1DQ0N8/PiR6xhyqbCwEL/99ht69+4NGxsbruMwTI2xTrwMw8g1DQ0NaGhocB1D7qiqqmLp0qW4du0a11EYplZYAcMwjNz65ptvsGTJEq5jyCVlZWXY2tpKfWJChhEXVsAwDCO3nj9/jrS0NK5jyC1LS0u8f/+e6xgMUyusDwzDMHIrKSkJX331FdcxKvUmPQ+ng+KRkFmAhvU0MdKhEZoay9aUA+bm5ggLC+M6BsPUiky3wOzevRtNmjSBhoYGnJycEBgYyHUkhmFkBBEhKSkJFhYWXEepYMQ389Fx2Awc8IvF1WeJOOAXi47DZmDEN/O5jlZOly5d0Lt3b65jMEytyGwB8+eff2LBggVYuXIlnj59ivbt28PV1RWpqalcR2MYRgbk5OSguLj4iyfCE7c36Xm4HZWGrAcn8OHBSQgJ+PDgJLIenMDtqDS8Tc/jOqLIiBEjsHv3bq5jMEytyGwBs3XrVkyfPh2TJ09GmzZtsG/fPmhpaeHQoUOVbl9UVIScnJxyPwzDKC5NTU1cunQJ3bp14zpKOaeD4mHYbSz0u41D9sMTePfLEGQ/PAH9buNg2G0s/gyK5zqiSF5eHmJiYkQzJTOMPJHJAqa4uBjBwcFwcXERLVNSUoKLiwsCAgIqfYy3tzf09fVFP2yGSYZRbGpqahg0aJDMXUJKyCwAEcGg6xhAWQUQlADKKjDoOgZEhITMAq4jily7dg0tWrRgc+kwckkmC5j09HQIBAKYmpqWW25qaork5ORKH7N06VJkZ2eLfuLjZedbDsMw4pefnw9vb2+8fPmS6yjlNKynCR6Ph6xHf4iKFwhKkPXoD/B4PDSsp8l1RJGylhcVFTaeg5E/MlnA1Ia6ujr09PTK/TAMo7hKSkrw448/IjQ0lOso5Yx0aISMhydFl40aL7ogupyU8fAkRjnITutwYWEhgNLWLIaRNzJZdhsbG0NZWRkpKSnllqekpMDMzIyjVAzDyBJdXV2oq6tXeJ/gWlNjbbhY18dtlPZ5ISIYdR8LHg9wsa6PJjI0lDolJQX16tVjBQwjl2SygFFTU4O9vT3u3LmDIUOGAACEQiHu3LmD2bNncxuOYRiZwOPxYGFhgcTERK6jVHDmwDa8Tc/Dn/+aB2bUgv0yVbwAwIcPH2Bubs51DIapFZksYABgwYIFmDhxIhwcHNCpUyf8+uuvyMvLw+TJk7mOxjCMjDA3N5fJAgYAmhhr4/v+1lzH+KTNmzdj3bp1XMdgmFqR2QJm1KhRSEtLw4oVK5CcnIwOHTrg+vXrFTr2MgxTd/Xv3x9GRkZcx5Br7PIRI694RERch5CEnJwc6OvrIzs7m3XoFbO8vDzo6OgAAHJzc6GtLVvN4gzDfB6fz0f79u2xefNmDBw4kOs4DCNS3c9vhRmFxDBM3SMQCBAWFobMzEyuo8idFy9eIDIyEvr6+lxHYZhaYQUMwzByKysrCx06dICvry/XUeROcHAweDwe7OzsuI7CMLXCChiGYeSWkZERWrRogQcPHnAdRe48fPgQNjY2osvBDCNvZLYTLyO7/t1tKi9Pdm5Mx9RN/fr1w4ULF/Dzzz+Dx+NxHUcuCAQCXL58GZ6enuw1zMic6v5Nsk68TI2lpqay0WAMwzCMRLFOvAzDMAzDKBx2CYmpsfr164umb9fS0mLN9gwjR0pKSuDm5obvv/8eLi4uXMdhmApycnKqdZd5VsAwNcbj8WBiYsJ1DIYpJyEhAbm5ubC2lu3Zb7n2119/ISAgAI0bN2ZzODEyqewu6Z/DChiGYRTCsGHDYGJigitXrnAdRabt2bMHXbp0QYcOHbiOwjBfhPWBYRhGIcyYMQPXrl3Dq1evuI4is8LDw3Hnzh14eXlxHYVhvhgrYBiGUQjjxo1DgwYNsHz5cq6jyKyDBw+iWbNm+Prrr7mOwjBfjBUwDMMoBA0NDaxevRqnT59GcHAw13Fk0pYtW3D37l12A0dGIbA+MAzDKIwJEyYgLCyM3d/nP4gIERERaNu2LSwtLbmOwzBiwVpgGIZRGCoqKti+fTtatGgBBZ2js1Z8fHzQrl07hIWFcR2FYcSGFTAMwyicp0+fomPHjkhOTuY6CucSEhIwf/58TJw4Ee3bt+c6DsOIDStgGIZROJaWlkhMTMSsWbPqdEsMEWH69OnQ0dHBr7/+ynUchhErVsAwDKNwjI2NsXfvXly4cAF79uzhOg5nfHx8cP36dRw4cAAGBgZcx2EYsWKdeBmGUUjDhg3DnDlzMHfuXLRp0wZfffUV15GkbsSIEVBXV4e7uzvXURhG7FgBwzCMwtqyZQsyMzOhq6vLdRSpev36NYgIVlZWGDduHNdxGEYiWAHDMIzCUlFRwdGjRwEABQUFyM3NRf369TlOJVnv379H//79YWpqikePHrGbrTIKi/WBYRimTpg+fTp69+6NtLQ0rqNITFJSEvr06QM+n4+TJ0+y4oVRaKyAYRimTvjpp5+Qnp6Onj17Iikpies4YhcfH4+ePXsiNzcXf//9N5o0acJ1JIaRKIW9hFQ2dDInJ4fjJAzDyIIGDRrg6tWrGDRoEBwcHPDHH38o1B2Zo6OjAQBXr16FiYkJe+9j5FbZ3+7npkDgkYJOkpCQkIBGjRpxHYNhGIZhmFqIj49Hw4YNq1yvsAWMUChEYmIidHV1Zeo6cE5ODho1aoT4+Hjo6elxHUeq2Lmzc2fnXnewc2fnXttzJyJ8/PgRFhYWUFKquqeLwl5CUlJS+mTlxjU9Pb0694ddhp07O/e6hp07O/e65kvPvTo3ZGWdeBmGYRiGkTusgGEYhmEYRu6wAkbK1NXVsXLlSqirq3MdRerYubNzr2vYubNzr2ukee4K24mXYRiGYRjFxVpgGIZhGIaRO6yAYRiGYRhG7rAChmEYhmEYucMKGIZhGIZh5A4rYBiGYRiGkTusgBGT9evXo0uXLtDS0oKBgUGl28TFxcHd3R1aWlowMTHB4sWLUVJSUm6be/fuoWPHjlBXV0eLFi1w+PDhCvvZvXs3mjRpAg0NDTg5OSEwMFACZ1Q79+7dA4/Hq/TnyZMnAIC3b99Wuv7x48fl9nXmzBlYW1tDQ0MD7dq1w7Vr17g4pRpp0qRJhfPauHFjuW2ePXuG7t27Q0NDA40aNcLmzZsr7Efezv3t27eYOnUqmjZtCk1NTTRv3hwrV65EcXFxuW0U9XmvjCy/TmvL29sbjo6O0NXVhYmJCYYMGYKXL1+W26ZXr14VnuOZM2eW26Y674WyZtWqVRXOy9raWrS+sLAQXl5eMDIygo6ODoYPH46UlJRy+5DH8wYqf1/j8Xjw8vICwOFzToxYrFixgrZu3UoLFiwgfX39CutLSkqobdu25OLiQiEhIXTt2jUyNjampUuXiraJjY0lLS0tWrBgAb148YJ27txJysrKdP36ddE2p06dIjU1NTp06BBFRETQ9OnTycDAgFJSUqRxmp9VVFRESUlJ5X6mTZtGTZs2JaFQSEREb968IQB0+/btctsVFxeL9vPo0SNSVlamzZs304sXL2jZsmWkqqpKz58/5+rUqqVx48a0Zs2acueVm5srWp+dnU2mpqY0btw4Cg8Ppz/++IM0NTVp//79om3k8dx9fX1p0qRJdOPGDYqJiaGLFy+SiYkJLVy4ULSNIj/v/yXrr9PacnV1JR8fHwoPD6fQ0FAaMGAAWVpalvsb79mzJ02fPr3cc5ydnS1aX533Qlm0cuVKsrGxKXdeaWlpovUzZ86kRo0a0Z07dygoKIg6d+5MXbp0Ea2X1/MmIkpNTS133rdu3SIAdPfuXSLi7jlnBYyY+fj4VFrAXLt2jZSUlCg5OVm0bO/evaSnp0dFRUVERLRkyRKysbEp97hRo0aRq6ur6N+dOnUiLy8v0b8FAgFZWFiQt7e3mM9EPIqLi6l+/fq0Zs0a0bKyD7KQkJAqHzdy5Ehyd3cvt8zJyYlmzJghqahi0bhxY9q2bVuV6/fs2UP16tUTPedERN9//z21atVK9G95Pff/2rx5MzVt2lT0b0V+3v9L3l6ntZWamkoA6P79+6JlPXv2pLlz51b5mOq8F8qilStXUvv27Stdl5WVRaqqqnTmzBnRssjISAJAAQEBRCS/512ZuXPnUvPmzUVfSrl6ztklJCkJCAhAu3btYGpqKlrm6uqKnJwcREREiLZxcXEp9zhXV1cEBAQAAIqLixEcHFxuGyUlJbi4uIi2kTWXLl3Chw8fMHny5ArrPDw8YGJigm7duuHSpUvl1n3udyHLNm7cCCMjI9jZ2eHnn38u10waEBCAHj16QE1NTbTM1dUVL1++RGZmpmgbeT33f8vOzoahoWGF5Yr6vJeRx9dpbWVnZwNAhef5xIkTMDY2Rtu2bbF06VLk5+eL1lXnvVBWvX79GhYWFmjWrBnGjRuHuLg4AEBwcDD4fH6559za2hqWlpai51yez/vfiouLcfz4cUyZMgU8Hk+0nIvnXGHvRi1rkpOTyz15AET/Tk5O/uQ2OTk5KCgoQGZmJgQCQaXbREVFSTB97R08eBCurq7l7gyuo6ODLVu2oGvXrlBSUsK5c+cwZMgQXLhwAR4eHgCq/l2U/a5k1Zw5c9CxY0cYGhrC398fS5cuRVJSErZu3Qqg9LyaNm1a7jH//juoV6+e3J77v0VHR2Pnzp345ZdfRMsU+Xn/t/T0dLl7ndaGUCjEvHnz0LVrV7Rt21a0fOzYsWjcuDEsLCzw7NkzfP/993j58iX++usvANV7L5RFTk5OOHz4MFq1aoWkpCSsXr0a3bt3R3h4OJKTk6Gmplah/+O//3bl9bz/68KFC8jKysKkSZNEy7h6zlkB8wk//PADNm3a9MltIiMjy3XkUlS1+V0kJCTgxo0bOH36dLntjI2NsWDBAtG/HR0dkZiYiJ9//ln0QSZLanLu/z4vW1tbqKmpYcaMGfD29pbL+6LU5nl///49+vfvjxEjRmD69Omi5fL2vDOf5uXlhfDwcDx8+LDc8m+++Ub0/+3atYO5uTn69OmDmJgYNG/eXNoxxcbNzU30/7a2tnByckLjxo1x+vRpaGpqcphMug4ePAg3NzdYWFiIlnH1nLMC5hMWLlxYrsqsTLNmzaq1LzMzswqjEMp6qJuZmYn++99e6ykpKdDT04OmpiaUlZWhrKxc6TZl+5CU2vwufHx8YGRkVK0PJycnJ9y6dUv076p+F5I+z8p8yd+Bk5MTSkpK8PbtW7Rq1arK8wI+/3cgD+eemJiIr776Cl26dMGBAwc+u39Zft5ry9jYmLPXqbTMnj0bV65cgZ+fX7nW1co4OTkBKG2Va968ebXeC+WBgYEBrKysEB0djb59+6K4uBhZWVnlWmH+/Zwrwnm/e/cOt2/fFrWsVEVqz3mte88wlfpcJ95/j0LYv38/6enpUWFhIRGVduJt27ZtuceNGTOmQife2bNni/4tEAioQYMGMtc5UCgUUtOmTcuNQvmUadOmkZ2dnejfI0eOpIEDB5bbxtnZWe46cx4/fpyUlJQoIyODiP7XifffI2+WLl1aoROvPJ57QkICtWzZkkaPHk0lJSXVeoyiPu/y8jqtKaFQSF5eXmRhYUGvXr2q1mMePnxIACgsLIyIqvdeKA8+fvxI9erVo+3bt4s68Z49e1a0PioqqtJOvPJ83itXriQzMzPi8/mf3E5azzkrYMTk3bt3FBISQqtXryYdHR0KCQmhkJAQ+vjxIxH9bxhZv379KDQ0lK5fv07169evdBj14sWLKTIyknbv3l3pMGp1dXU6fPgwvXjxgr755hsyMDAo17tbFty+fZsAUGRkZIV1hw8fppMnT1JkZCRFRkbS+vXrSUlJiQ4dOiTa5tGjR6SiokK//PILRUZG0sqVK2V+OK2/vz9t27aNQkNDKSYmho4fP07169enCRMmiLbJysoiU1NT8vT0pPDwcDp16hRpaWlVGEYtb+eekJBALVq0oD59+lBCQkK54ZRlFPV5r4y8vE5ratasWaSvr0/37t0r9xzn5+cTEVF0dDStWbOGgoKC6M2bN3Tx4kVq1qwZ9ejRQ7SP6rwXyqKFCxfSvXv36M2bN/To0SNycXEhY2NjSk1NJaLSYdSWlpb0999/U1BQEDk7O5Ozs7Po8fJ63mUEAgFZWlrS999/X245l885K2DEZOLEiQSgwk/ZOHkiordv35KbmxtpamqSsbExLVy4sEIle/fuXerQoQOpqalRs2bNyMfHp8Kxdu7cSZaWlqSmpkadOnWix48fS/jsam7MmDHl5kD4t8OHD1Pr1q1JS0uL9PT0qFOnTuWGH5Y5ffo0WVlZkZqaGtnY2NDVq1clHfuLBAcHk5OTE+nr65OGhga1bt2aNmzYUOEbRlhYGHXr1o3U1dWpQYMGtHHjxgr7krdz9/HxqfTv/9+NvIr6vFdFHl6nNVXVc1z2PhUXF0c9evQgQ0NDUldXpxYtWtDixYvLzQlCVL33QlkzatQoMjc3JzU1NWrQoAGNGjWKoqOjResLCgro22+/pXr16pGWlhYNHTq0XAFPJJ/nXebGjRsEgF6+fFluOZfPOY+IqPYXoBiGYRiGYaSPzQPDMAzDMIzcYQUMwzAMwzByhxUwDMMwDMPIHVbAMAzDMAwjd1gBwzAMwzCM3GEFDMMwDMMwcocVMAzDMAzDyB1WwDAMwzAMI3dYAcMwDMMwjNxhBQzDMAzDMHKHFTAMwzAMw8id/wM+lDnpa+NMrQAAAABJRU5ErkJggg==\n", "text/plain": [ - "<Figure size 432x288 with 1 Axes>" + "<Figure size 640x480 with 1 Axes>" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ - "C:\\Users\\mikf\\Anaconda3\\envs\\om3\\lib\\site-packages\\openmdao\\core\\total_jac.py:1539: DerivativesWarning:Constraints or objectives [('pre_constraints.xy_bound_comp.boundaryDistances', inds=[(0, 0), (0, 1), (0, 2), (0, 3)])] cannot be impacted by the design variables of the problem.\n" + "C:\\Users\\mavar\\Anaconda3\\envs\\topfarm\\lib\\site-packages\\openmdao\\core\\total_jac.py:1539: DerivativesWarning:Constraints or objectives [('pre_constraints.xy_bound_comp.boundaryDistances', inds=[(0, 0), (0, 1), (0, 2), (0, 3)])] cannot be impacted by the design variables of the problem.\n" ] }, { @@ -199,7 +289,7 @@ "output_type": "stream", "text": [ "Optimization terminated successfully (Exit mode 0)\n", - " Current function value: [-1400.98920343]\n", + " Current function value: -1400.9892034299655\n", " Iterations: 22\n", " Function evaluations: 22\n", " Gradient evaluations: 22\n", @@ -209,14 +299,12 @@ }, { "data": { - "image/png": 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/f2JjY8tQwvKBvb2xTJUPmDhxIpcu6Y4Jffzxx/nq2rVrVyb3KCnLly9n7dq1AKxevZp79x4kyssrd3lHMQEpKJQhkZGRVK5cGTOzsplbvfnmm8THx/Pjjz+WSX9QPBNQhw4d8PPz46233qJKlSplJoO9vT0pKSmPrH1JrykJXbp04fPPP6dly8cT300xASkoPGaioqIYM2YMbm5uZTb4A/zf//0f7777bpn1V1yOHj0KQNOmTXnjjTeIiCjbvDEHDx6kS5cuDBkyhEaNGjF69Oic7F106dKFM2fOMHfuXNLT0/Hx8WH06NHAg9l9SkoK3bp1w9fXFy8vL7Zv317o/UJDQ3Pv07hxY4YMGUJaWhoA+/bto3nz5nh5eTF+/HgyMzMBmDt3Lk2aNMHb25v//Oc/ALz//vt8/vnn/Prrr5w5c4bRo0fj4+NDenp6rtwAGzduxMvLC09PT+bMmZMrh729PfPnz6dZs2a0adOG+/fv8zhQFICCQhmwatUqrKysytyzxtbWFltbW5YtW1am/RaHL7/8kosXdQ57j0IRnDt3jq+++opLly5x8+bNXKWTw6effoqNjQ3nz59nw4YN+eqsra3Ztm0bZ8+e5cCBA8yaNYuirBpXr15l6tSpXL58GUdHR5YuXUpGRgbjxo1j06ZNBAUFoVarWbZsGbGxsWzbto2LFy8SGBjIggUL8vU1ZMgQWrZsyYYNGzh//jw2Nja5dffu3WPOnDns37+f8+fPc/r0aX777TcAUlNTadOmDRcuXKBTp058//33pXgHS46iABQUSomUku+++44pU6Y8kv7t7OxYsGBBmc++i0OVKlX48ssv2bdvH2vWrOHll18us75btWpF9erVMTMzw8fHh9DQUJOvlVLy9ttv4+3tTffu3bl7926Rs+kaNWrQvn17AF588UWOHDnC1atXqV27Ng0a6OJWjh07lsOHD+Pk5IS1tTUTJkxg69at2Nramizb6dOn6dKlC5UqVcLCwoLRo0dz+PBhACwtLenXrx8ALVq0KNYzlyWKAlBQKCXx8fFUr16dFi1amNReq9VwI+AUx7ds5EbAKbRaTaHt7e3t6dChA0eOHCkLcUtEREQEb7zxBt27d2fcuHGsXr26zPq2srLK/d3c3By1Wm3ytRs2bCA6OpqAgADOnz+Pm5tbkSecH16lFbZqs7Cw4NSpUwwZMoTff/+d3r17myxbYahUqtz7FveZyxKTQkEoKCgYp0KFCvzzzz8mtdVqNbzUuwcuQo2HixOh8YnESwvW7v4bMzNzo9e1aNGCgIAAhg4dWlZim8wbb7zB2rVrGTt2LBcvXsTd3f1fl0GlUpGdnV3gXERiYiKVK1dGpVJx4MABbt8uOgpyWFgYx48fp23btvz000906NCBhg0bEhoayvXr16lXrx7r1q2jc+fOpKSkkJaWRp8+fWjfvj116tQp0J+DgwPJyckFylu1asWMGTOIiYnBxcWFjRs3Mn369JK/CY8ARQE8w6xYsYKffvrpcYvxxBMbG4tWqzUpyUdlS3OcM9P48eQ52tatyfEbYYxq3ZwRvXsSlWV8JaBWqzEzM6NLly6llve9994zeaPa19eX+Ph4tm/fTqVKlUhMTCQxMbHUMhTX+3DSpEl4e3vj6+ubbx9g9OjR9O/fHy8vL1q2bEmjRo2K7Kthw4YsWbKE8ePH06RJE6ZMmYK1tTU//vgjQ4cORa1W4+fnx+TJk4mLi2PAgAFkZGQgpeSLL74o0N+4ceOYPHkyNjY2HD9+PLe8SpUqfPrpp/j7+yOlpG/fvgwYMKBYz/2oUdxAn2G6dOnC+fPn8fHxedyiPNHk2G9NOfhV305FQztL/roYwt5L1+nepB69mjbgamoW11KzjV6XlZVFRkYGjo6OpZb3vffeo2rVqqXup6SkpaVha2tLw4YN//V7h4aG0q9fP4KDg4tu/IRQGjdQZQXwjOPj48PBgwcftxhPNAsXLiQmJobPPvusyLaX/jnAt+/O4/iNMLo3qcfxG2E0qlaFnh07MrZ+IzqMGGPwus2bN7Np0ya2bNlSankvX778WAbfHK5evfrY7q2QH0UBKCiUkgYNGpi0QSul5NrJY9yJS2Rcx9bUdnWiUbUqxGFBUkwUybHRRhXApUuXcj1UFEqOh4fHUzX7Ly2KAlBQKCV9+vQxyTvkytFDXD99nHfe/4CKNT2IDr3JCx51qOHpzbJXRuPZpbvRawMCAhg7dmxZiq2goCgABYXSYmVlxd9//03VqlVp2rSpwTYpcbHsW7WMKvUb4jdgMGZm5tRtoYv7Hxp4DnVmJrWbGzfZvvHGG3h6ej4S+RWeXZRzAAoKZcC5c+f4/PPPDdZJKdnz3TdostX0nvpmAXfPW+fOYKGypEYTL4PXX7x4ET8/PypXrlzmcis82ygKQEGhDBg/fjw7duwwuMEZtH8Pt84H0HHUOCpUrVagvm6L1nQcPQ6VVcEEMKmpqfTv359z5849ErkVnm0UBaCgUAZUrFiRDz74gC+//DJfeWLUfQ6uXUmNpt4079XX4LU1Pb3xfe55g3Xz5s2jQ4cOBTKIPelER0czYsQI6tatS4sWLejTpw8hISH/qgwHDx7k2LFjj/Qeffr0ISEhgYSEBJYuXZpbfu/ePYYMGfJI720KigJQUCgjpk6dyuLFi3MPSkmtlr+WfYUQ0GvyTISBw1cR169y/+Z1gwejrl+/zm+//cbXX3/9yGU3xqJFizhw4EC+sgMHDrBo0aIS9ymlZNq0aXTp0oUbN24QEBDAJ598UqyImBqNptC/TeHfUAC7du3C2dm5gAKoWrUqv/766yO9tykoCkDhmSI0NJT//e9/REVFcfLkSdzd3alSpQpeXl65Pvbx8fEl6tvMzAwLCwtefPFF5syZw9ndO7lzKYguL72CU2U3g9cc++Un/vjmswLxaG7dukW9evUIDg7GxcWlRPKUBX5+fgwbNixXCRw4cIBhw4bh5+dX4j5PnjyJSqVi8uTJuWXNmjWjY8eOHDx4MDdIGsC0adNy4w55eHgwZ84cfH19+eWXXwr8vWfPHtq2bYuvry9Dhw7NzQXg4eHBe++9lxsy+sqVK4SGhrJ8+XK+/PJLfHx8CoTyeP/99xkzZgxt27alfv36udE6pZTMnj0bT09PvLy82LRpE6CLldSpUyd8fHzw9PTM7c/Dw4OYmBjmzp3LjRs38PHxYfbs2YSGhuZu6mdkZPDyyy/j5eVF8+bNc9/r1atXM2jQIHr37k39+vV56623SvyeG0PxAlJ4JggMDGT+/PkcP36cIUOGkJmZiY+PT65tPSIiggoVKpCQkEC9evXo1q0b77zzDl5ehjdmC2P16tW8OHgQrreCqdqoKZ7+PQy2y87M4M7FQJr16JNblpCQwKxZszh06BAXLlwok5O/pcHf35/NmzczbNgwpkyZwrJly9i8eTP+/v4l7jMkJMSot1RRuLq65qbJnDt3bu7fMTExDBo0iL1792JnZ8fChQv54osvcnMpVKxYkbNnz7J06VI+//xzVq5cyeTJk7G3t8+N8f8wgYGBnDhxgtTUVJo3b07fvn05fvw458+f58KFC8TExODn50enTp346aef6NWrF/Pnz0ej0eTmGMjh008/JTg4mPPnzwPki/65ZMkShBAEBQVx5coVevbsmWsOO3/+POfOncPKyoqGDRsyffp0atSoUaL3zhDKCkDhqSY9PZ24uDicnJzo378/YWFhLF++nBo1amBlZUWVKlWoUqUKvr6+eHh44OzszM2bN2nXrh1du3Zlz549xb6ni7MzL7ZvibmFCve2nUlKSuLy5csF2t25GIQmOzvX/fPEiRM0adIES0tLzp07h52dXamfvyzw9/dnypQp/Pe//2XKlCmlGvxLy/Dhww3+feLECS5dukT79u3x8fFhzZo1+QLDDRo0CChe6OUBAwZgY2NDxYoV8ff359SpUxw5coSRI0dibm6Om5sbnTt35vTp0/j5+fHjjz/y/vvvExQUhIODg8nPdOTIEV588UUAGjVqRK1atXIVQLdu3XJDUjdp0sSkYHfFQVEACk8tsbGxdO7cmdWrV1OrVi0mTZpkUjx3JycnXn/9dc6dO0eHDh24du1asVILnt65lcjrV+nz2ht0f64vly5domvXrjRp0oQxY8YQFBREcHAw235ciRbB8AmTOHr0KA0bNuTPP/9k2bJlxRpAHjUHDhxg2bJlvPPOOyxbtqzAnkBxqV+/fm6CmYexsLBAq9Xm/v1waOeHlWLO31JKevTowfnz5zl//jyXLl3ihx9+yG2XE3K6OKGXixM2ulOnThw+fJhq1aoxbty43HzBpaU0obJNQVEACk8lSUlJ9OzZky5duvDGG2+UqI/q1atja2vLihUrciNCFkV0WCjHNm+gQev2NGqn89xp27YtYWFh/PTTT3Tp0gU7OzuSkpLIjovCvEJFvvjqK3x9fXFxcaFZs2YlkvVRkWPz37x5Mx9++GGuOag0SqBNmzZkZWWxYsWK3LLAwED++ecfatWqxaVLl8jMzCQhIYF9+/aZ3OfRo0e5fv06oHOfLcqryFgY5xy2b99ORkYGsbGxHDx4ED8/Pzp27MimTZvQaDRER0dz+PBhWrVqxe3bt3Fzc+OVV15h4sSJuWYqU+7VsWPH3AinISEhhIWF/WuxmhQFoPBUcuDAAfz8/Fi4cGGp0zR++umn2Nvb89577xXaTqPO5s8lX2Btb0+3iVPz3VelUuHj48OECROoU6cO7dq1Y9aqjUz87yLat2+fL5VgeeL06dP5bP45ewKnT58ucZ9CCL799lv27t1L3bp1adq0KfPmzcPd3Z0aNWowbNgwPD09GTZsGM2bNzepz0qVKrF69WpGjhyJt7c3bdu25cqVK4Ve079/f7Zt22ZwExjA29sbf39/2rRpwzvvvEPVqlUZOHAg3t7eNGvWjK5du7Jo0SLc3d05ePAgzZo1o3nz5mzatImZM2fm68vV1ZX27dvj6enJ7Nmz89VNnToVrVaLl5cXw4cPZ/Xq1flm/o8SJRz0M0xObPmnLRpoUlJSmW+eRkVF0bVrV44dO2a076ObN3Biy0ae/8986vu1LdP7lyWGwgf/m+QclnucEUmL4v333y90g7g8UZpw0MoKQOGpQkpJhw4dyjziY+XKlQv1yom8cY2T2zbRpFNXkwb/fauWE7h3d5nKqKBQXBQFoPBU8c8//6BWq0vsZlgY5ubmDBs2jEuXLuUrV2dl8eeSL7BzdsF/3KQi+8nOyCBw724S7j++JO8KhfP+++8/EbP/0qIoAIWnijVr1jBp0qRS2/2TYtJJTcwsUF63bt0CHh5HN68n7u4dek2eibWdfZF93791Ha1GTWKU6Sdfy5rybPpVMJ3Sfo7KQTCFf4XY2FhcXV35559/2LNnDxYWFlSvXp2BAwdSoUKFMrtP+/btTY6bo9VKwoJjib6TTKUaDjhUtObW+RhunIsi5k4KVes7M3CWb75rOnfunC8MQviVi5z5fRvNejyHRzPfh29hkGy9N1FWRrqJT1W2WFtb534epVWUCo8PKSWxsbFYWxcMImgqigJQeGSkpqayceNGli5dyv3797lz5w5SSlQqFdnZ2Rw8eBB/f3/CwsJYuXIlU6dOpUmTJqW65/jx401qp9VKXh7wOq4qD+pWbsbNqEDCYq/SpfFQ3Os4YmYhsHMu6InRokULLCx0/zZZGensXvolTpUq0+lF0+4LUMOzGfVbt6PTqJdNvqYsqV69OuHh4URHRz+W+0dGRgLk8/dXKBnW1tZUr1695B1IKQt9ATWAA8Al4CIwU19eAfgbuKb/6aIvF8A3wHUgEPDN09dYfftrwNii7t2iRQup8Ojo3Lmz7Ny58yPr/+2335bPP/+8/Ouvv6RGozHaLiIiQr7zzjvS3d1dTpo0SSYlJZXofrdv35bNmzc3qe2tC9HyzYFfSntrJ9nb90Vpb+0k3xj4hbx09J6UUsrMtGyZHJdRaB9/r1wqPx/eT965GFQieZ9VHvX3TkFK4IwsYnyVUpq0B6AGZkkpmwBtgNeEEE2AucA+KWV9YJ/+b4DngPr61yRgGYAQogLwHtAaaAW8J4R4fFGuFB4JWVlZvPLKK5w7d47/+7//Y/v27fTs2RMzA5Ewc3B3d+fDDz/kypUrODs7I4QokW0zOzubhIQEk9pG30mmTmVvOjTpz+6z6+nQpD91KzcjNUFnnrG0scDexbAv9pQpU7gWcIoLe/6gRZ8BVG+iZOpSeDIpUgFIKSOklGf1vycDl4FqwABgjb7ZGuAF/e8DgLV6RXQCcBZCVAF6AX9LKeOklPHoVg1FJ1JVeGLIzs5myJAhREVF0aBBg2Lbl52cnFi4cCG2trb06NGDU6dOFet6R0dHEhISTFIelWo4cC3yPEcu7aS374scubSTm1GBVKzuwNUTEZz+45bB6zIzM9mwdi37Vy6hQtXqtDeSxF1B4UmgWF5AQggPoDlwEnCTUub4sUUCOfFuqwF38lwWri8zVv7wPSYJIc4IIc48LhulQsmYM2cOWq2WX3/9tVSBzIRWy/ueXrw4YAD37t0z+bqKFSvSunVrkpKSimxbvUkFwqKvMr7HO/Tze5lJz71PTPYtanq6cvXUfW6eN/zdCwwMZHSHVqQmxNP7tTdQWf47JzYVFIpJxZxxVP8y6J9s8iawEMIe2AK8LqVMyju7k1JKIUSZ+JVJKVcAK0B3Ergs+lT4d3j99ddxcnJCpVKV6HopJWi1JO3ahVvgBSYPHcrkyZPZsWOHSdcLIfjzzz9NanvnUhzdvIbTvGdNLK3N6Vvdm5qerggBUaFJ1G1hOP/uuf1/U8/ZjlYDhlKlXvk9yarwzBMjTTgJbJICEEKo0A3+G6SUW/XF94UQVaSUEXoTT5S+/C66jeMcquvL7gJdHio/aMr9Fco3arWaGTNm8PXXX5d48NemphL54YeYOTkhMzLRJiXz2sKF+BUzFMj58+dZuXIlixcvLrRd4P472Dlb0XpAHczNHyyEE+6nkZmmxq1WwRO/aUmJaG5cwqVaDdoOGVEsuRQUyiNFmoCEbqr/A3BZSvlFnqod6Lx60P/cnqf8JaGjDZCoNxX9BfQUQrjoN3976ssUnnB27tzJhQsXSjz4Z1wN4dbQYSTu2Im5oxNpZ85g08IXKxsbWrZsyfr1603uq169emzcuJGwsDCjbWLvphB+JR6vLtXyDf4AUbd15qPKHgXDMW/7ciFpSYn0mzEbc4uSPauCQnnClD2A9sAYoKsQ4rz+1Qf4FOghhLgGdNf/DbALuInODfR7YCqAlDIO+C9wWv/6UF+m8ISzbNkypk6dWuzrpJTE//ILocOGoUlOouaPq3AZOYKsmzexbalbvVpYWPDWW28ZjR//MPb29kyZMoVZs2YZbRN4IBxzlRlNOlQtUJeRqsbG0ZIKVfLvYVw+eojIS4GY1ahLZY86xXhKBYXyS5EmICnlEXS+/YboZqC9BF4z0tcqYFVxBFQo32i1Wq5evcqAAQOKfa06MpL7H32MbQtfqi5ahEXFiiTpM3DZttApAJVKxfPPP8/+/ftNju+zYMECZsyYQVpaWoEEMBkp2Vw9GUmDVm7Y2FsWuNbbvzpeXarl82BKiY9j19KviMtS8/5HJU+G/iiJiYkhLi4OlUpF1apV/7VwwgpPNspJYIVSYWZmRmhoqMkun1KjIfGPP8gOD8e6cWNqrV+HdePGCHNzAKwbN6by7P9g4/lgsG/RogVHjx41WSZra2tWrFhBZGQkFy9ezJfA/OKRu2iytTTrajyv6kMODvy94lu06mwG/Wc+KsuCSuNxEBERwQ8//EBoaCgrV67k66+/5ueffyYrK4vo6Ghu3rxJdnY2iYmJucnHFRQeRgkGp1Aqzp07x6+//mpSW6nR8Hbr1vw2fQYx33zL1kmv8uG4cfnaWNaogeuECYg8A+2gQYN4//33iy3bxYsX6du3Lzt37gRAo9ESfOgu1Ro641qtYNC2mPBkNn10ivuhun0AKSWrFn7EzbOn6frSK7Ro37HYMjwK5s2bR5MmTQgPD2fUqFEA/Pe//+XatWvcvn2bmJgY3NzcCA4Ozs2KduHChccstUJ5RFEACqXi/Pnz/PHHHya1TTl8mEYJibx5N5xvY6J549ZNGiUmkXL4MKDzBEr6+280D/nxW1tbFysnbw7dunXjt99+Y+bMmcycOZNb52NIic/E29/w7P/+rSRi7qRgbWdBREQEIwcNJOrMMVxq1sb3uf7Fvn9Zs2vXLrKzsxk3bhyhoaEsX76crl27Fmhna2uLEILnnnuO27dvM2bMGIYMGUJaWtpjkFqhPKMoAIVSYWlpSWZmwbDJhsi4fJlWKhUjnJ1ZFhvLCGdnWllYkKlP3Zd29ix3p88g46FkLsHBwYx7aKVgKu3atSMwMJBhw4YRuP8OGvMMIlJCDOb3vXs9Dksbc2ydVbRr1w4fJ2vsbG0ZPHs+opBQFv8Gn332GdOmTSMiIoKGDRvi5ORk0nUqlYoJEyZw6dIlrKysWLJkCdnZ2Y9YWoUnBUUBKJSKOnXqFJl8Owfrxo05mZHBzwkJTHF15eeEBE6p1Vg1agRA2pkAsLDAxscn33UhISHUrVu3xDLa29tTv7oXETcSyXKIZOprU6lQoQIzZ84kPT2dHj164OXlxaE/T5GYfR+VSsUvi79ClZ5Cl5cm4lTZvcT3Lgu+++47VqxYwT///EPNmjVL1IdKpUKtVvPHH38wceJEJR+AAqBsAiuUEl9fXzZv3mxSW/tOnbgotXxRtRqt7exo7VKBK06O2Ovj96edOYN1kyaYPeS5ExAQQIsWLUolZ+D+cFRW5kx87yX+8+l40tPTiY+Px9LSkrfeegtnxwqcXp1Ii54exEfc5eimtXg088WrW69S3bcsSExMZPfu3VSrViBySrGwsrLi119/xc/Pj59//pmRI0eWkYQKTyqKAlAoFVZWVmRnZxMUFISXl1ehbYW5OZPq1EXl7o59xw4MatQI+06dEObmaDMzyQgMxGVMweBqffr0oWrVgj77ppKamMm1M/dp2rEaVja6r7yNjQ02NjYA9OjRg9TETOJaXKNqfUd2L12IuYUFPSfPeKwJU7RaLadPn+att94qsz5tbW1ZvXo1u3cr+YgVFBOQQhlw9OhR5s+fX2Q7dWws6nv3cOjWjYpTpuDg75/r/pkRFITMzsa2Zf6ZfmRkJJ07dy6VK+PFw3fRaiTe/sYTZ9g5WdFroieR1w5xL+QyXV+ejEOFiiW+Z1mwd+9eJk+eXObmGj8/P9555x2Sk5PLtF+FJw9FASiUmpEjR3L8+HHOnz9faLv0oCAAbLwLrhRsWrSgzq5d2LVunVsmpeTFF18skIO3OGiytQQfvkstT1ec3WyNtstKVxNz5zZHN62jnl9bGnfoUuJ7lhVLly5l6tSpj2QVcuvWLZo0aaJsCD/jKApAodTY2try2WefMWfOnELbZQQGgZkZ1gbSPgohsKpTG7M8YaRXrlxJQkICL79c8tSJ1wLuk56cjXfXwtPmbfroFFs/24+ljS09XnntsefKTUtL4++//35kdvratWvj5ubG8ePHH0n/Ck8GigJQKBPGjh3Lpk2byM7ONmqySA8OwqpevXyDPIBUq4l45x3Szp7LLYuPj2fBggWsXr06NwdvcZFSErg/HBd3W2o0Np54Pj0li6SYDNISbtPjlWnYOjmX6H5libm5Ob///jv29gUPrBlEq4Gru+HQIt1PrabIS9q0acOZYkZbVXi6UDaBnyHS0tLYvXs3LVu2xMLCgoCAAKSUdO3alQkTJjB69Giys7NLFNVTCIGzszPTpk3DxsaGRYsWFQipkBEYhH33AuGjyLh8hYRffsWubVugOQkJCbi4uBAQEFCqhNcRNxKJDkum86iGhc7oQ05cBaBGE3fqt25X4vuVJcnJyabve2g1LBrRFD+7SPxrwYFwc04nu/HWxiAwMzd62aBBg0xKnqPw9KKsAJ4BIiMjmTVrFjVr1mTZsmVER0fj6upKgwYNaNSoEXPnzqVBgwao1WoaNWrExIkTuaI/nFVcPvjgA44dO0avXr3yhWTODg9Hk5CAjWdB+3+afhZq7evL119/TcOGDbl3716pBn/Qxfy3srWgYWvjfvzq7GxObj8ISHpMLD9ukd999x1ffvmlaY2v/Y2f/X2GbU7i3QPpDNsYj5/Dfbj2d6GXde3alRdeeKH0wio8sSgK4ClGSpkbQkGlUnH69Gn+/vtvWrRogZWVFQ4ODtjb29OzZ0/8/PywsLDg+PHj1K5dm44dO7Jp8ybmH5nPkB1DeG2fwQCvBXB1deXQoUP4+/uzZ88etFotd+7cIT0wEDC8AZwWcAZRpQodBwzg119/5ciRI6Vy+wRIjsvg5vkYGrevisrK+Cz42C8byEi1xt7FHMeKpp2u/Tco1h7ErYP419QypaWK/x7OYkpLFf7VNRAZVOhle/fuZcqUKaWUVOFJRjEBPaWo1WomTpyInZ0dS5Ys4dNPPy36IqBy5crMnz+fkaNG8m3It+y9sRcAB8uCCVKMYWFhwbx58wDdKd62bdvyXs2a+JuZcTE5mWqRkRw6dIhbt25x9swZ3r0VimPXrvynlR+DBw/GrAzCLgQfCgcp8epi/PDU3auXObNjKx7NB9G0S6NS37MsqVixIteuXSu6YewNuLCJA7fULDuTzTudLFl2Jhv/+vb4uxd+LuPmzZsGQ2IoPDsoCuApRKvVMm7cOKKjo9m2bVuxr5dS8tP9n9gbuRevVC+CrINo6FSy/LcNGjQgLCyMa0OHkZSSAmo1ERERbNmyherVqzO4Rw9Uv/6KY5s2DB08qET3eJjsLA0X/7lHbZ9KOLraGG6TkcHupV/gULES/WYMw9LGuIvo48Df3x9zc+MrFwBirsOafgCcTnRh8xDwr22Bf317Tie74V+/R6GXl8UJa4UnG0UBPIUcP36c27dv89dffxVIiFIUUko+P/M5m65uYrzneLrX7M6oXaM4+8dZaFsyeWytrLC+d48qw4fh1r49QP7wEa++WqaHnUJORpKZpqZZIa6f/2xcQ0JkBEMWfERijAZbx0zsnMpPEpX69etTt25dsrKysDSUgyA6BNb0B60axv3BW8+HwibdHob/G6vwb9yv0A1g0H3WeXMlKDx7KHsATxnZ2dm0b9+egwcPFnvwB5BIUrNTGdVoFK/7vs6l2EsAnP79NKGhoSWSKfP6dWRGBtZe3kbblJXfvZSSwAPhVKxhT5V6zgbbhAVf4Nzunfg+9zzu9Zqy+aPThJy6Xyb3L0tmzZrFkiVLClZEX4XVfUFqYNzv4NYEarUBX32KbpVNkYM/wIoVK2id5+CdwrOHogCeMkaPHs3evXuLNh8YIDU7FTNhxntt32NOqzkIIahkW4leHr0IPhqMh4dHiWTK3QD2yu/WKKXk5qBBxK76sUT9GiL8Sjxx91Lx9q9hUKlkpqWxe9lXuFSpRoeRL2FpbY65yoy0pKwyk6GsGDx4MMuWLct/Wjfqsm7wFwLG/QGVG+vKbSuAmz6LWmzRewczZszg0KFDj0BqhScJRQE8RYSHh7N3794SzerWX1rPoO2DuJ96HyEEZkL31ehasyufd/4cOzs7PvjggxKdHM0ICsLMyQnVQ6GMs+/eI/PSZYRV2aVZDNx/BxsHFfX9KhusP7h2JSmxsfSe+gYqK2uEEFiozNCqtWUmQ1nRvn17ateuzaJF+jzE9y/C6n4gzHWDf6WH9mVavwrTz4LfxEL73bt3L7/99hs+D4XdVnj2UBTAU8S6desYPnw4Dg6me+wA/BLyCwtPL6Rpxaa42rjmlmdrsknOehAwzMHBge+//77YcqUHBmHj5VVgRp525jQAti3Lxg6dEJVGaHAsTTtWw0JVcAV08+xpgg/swW/AYKo2yO/1Ux7D4wshWLlypc5OHxmks/mbq3SDf8X6hi9yrQsWxvcy4uLimDhxIitWrDA5qYzC04uyCfwU4e7uTrt2pp1k1Wg1ZFXPIrNeJh8e/5AOVTuwsONCLMwefCXOR59n/F/j+aHnD7Sq0opu3bqxcuXKYsmkTUsj89o1HLoVTF2YHhCAmZMTVvXrFatPYwQdCMfMTODZuaDrZ3pyEnu++4aKNT1oO2RUvjohRKk3obOzszEzMyMyMpJNmzYhhKBixYp06dKFGjWMJ6Aviho1alDDIp705T2wsHFANe4P3SBfQoQQzJkzh969e5e4D4WnB2UF8BTx8ssv07lz5yLbabQa2k5qS4R7BFkeWaRdTuPMpjO5Zp8cLsZcBKCei26AbtKkCRkZGSangATIuHQJtFqsDeQKSDt9Bltf3zJJt5iVruby8Qjqtahs0Jtn/4/fkZ6cxHOvvYnFQ6EuOo1ogGen4idbkVJy5MgRRo8ejbOzMxcuXCAzM5M7d+4QFhbGrl27OH78OFlZWcyYMaNkcXfunYc1/dFaWNPhh0R+P365+H2gS6s5cuRIVCqVcvhLIRdlBfCUoNFo8PX15fz580V61By5e4Rkt2TufHuHCv4ViDsQh2q6iiN3j9C5xgMFEhwbTFW7qlSw1gVSU6lU3Lx5s1hypQfp8vvaPKQApEaDfbeuWDdqXKz+jHH5WATZGRq8uxacbV89foQrRw/RftiLVPaoU6C+vp9bie75559/8vrrrzN16lS+/fZbKlTQvU8Ph3BIS0ujatWqDBkyBG9vb5YvX27aSee7Z2HdC2DlhN2rO1nU8Tbjx48nJSWFESNGmCRjQkIC33zzDd9++y0ff/wxdg8F4lN4tlFWAE8JGo2GS5cumeROeTnuMqoGKir4VyB6RzQV/Ctg2cCSK3H54/8ExwTTtGLTfGVfffUV0dHRJsuVERSIRdUqWFTMn1xFmJvjNns2Tv37mdyXMbRaSeDBcNxqO+Lm4ZivLjUhnr0/LMW9bn1avTC01PcCWL9+PRs2bOC5557j8uXLvP7667mDvyFsbW2ZO3cuISEh+Pj4cOfOnaJvEh4Aa18Aayedq6eLB507d+bChQsMGDCAo0eP0r9/f1avXk1wcDBqtRrQrUpCQ0P59ddfiYiI4PLly1y9epWAgABeeeWVxx7mWqF8oSiApwSVSoUQgvT09CLbNq7QmOyQbOIOxFHp+UrEHYgjKySLRhUebIzGZ8RzN+UunhXzu25+/vnnpKammiyXbgO4oP9/VvhdtFll43p5OziWpOh0mj00+5dS8vf3i8nOSKf31DcxK4Fr7MMsW7aM+fPn4+PjgxCiWO62lpaWfPjhh7Ru3ZoFCxawceNGww3vnNbN/G1dYNwucKmVW2Vvb4+NjQ0+Pj4MHDiQPXv2MGjQIHbt2sWaNWuwtLSkffv2rF27lpiYGNq2bcuGDRtKnExe4elGMQE9JQgh8Pf3JywsjIYNCw/b0KFaBxzuO1Bjcg3sm9hTwbMCjvcd6VCtQ24bczNz5reej5/7Aw+d2NhYkpKSTB5M1HFxZIeH4zKyoLkifPp0LFxdqbmy+F5FDxO4/w52zlbU8a2Ur/zS4f3cOHOSzmMm4Fq95BuxOezatYuPP/6Yw4cPU7t27VL1NWLECLp370716tXp2LHjg4qwk7B+MNhV1M38nQyfZrazs2P8+PGMHz8+tyw7O5uRI0caPjmsoGAAZQXwFPHXX38VOfiDbnA/vuI4rpauIGDxpMUcX3Ec8zynRx0tHRnRaAR1nR94nJw7dw5fX1+Tg7Vl6FNAPrwBrElKIvPKFWzKwA899l4K4Vfi8excDXPzB3IlxURzYPUKqjVqim+f50t9H4C2bduye/fuUg/+AJ6enqxYsYKXX375wYrq9nFYPwjsK8PLu4wO/sZQqVTK4K9QLBQF8BRx79493njjDZPampuZYxGtWwA2q9Qs3+APcDryNPdS7uUr8/f3Z9WqVSbLk65PAWnTNP8+Qvq5cyAlti1bmtyXMQIPhGOuMqNpxwebqlJK9nz3DVqNht5TXsfMhLAIRfHll1+SmppK04eepTQ8//zzfP7557pBO/SobubvUEXn5+9YunDYCgqmoCiAp4hKlSqxefNmgoIKjwOfg8jSbQjmPewFugF09qHZLDn/IA5NXFwcGzZsoE6dgl40xkgPDsKqbt0CKSDTzpwBlQqbZsZjA5lCRmo2ISciadDKDRv7BzPfwL1/cjvwHJ3HjMfZvUqp7gEQExPDhx9+iI2N4ciipeGFF17g7NavkRsGg1M1ndnHsfQyKyiYQpEKQAixSggRJYQIzlP2vhDirhDivP7VJ0/dPCHEdSHEVSFErzzlvfVl14UQc8v+URRUKhUzZ85k9uzZJh1sEpk6BZCUlT8tYGRqJLEZsfk2gN977z2OHDlisiw5KSCtDSWAOROATdOmmJVyQL105B7qbG2+zd+EyAgOrVtFLe/meHd/rlT95/Djjz/ywgsv4OrqWnTj4nLzED4XPyIBR93M38F49jIFhbLGlE3g1cBiYO1D5V9KKT/PWyCEaAKMAJoCVYG9QogG+uolQA8gHDgthNghpbxUCtkVDPDGG29w8uRJIiIiivQ1z1kBPKwAgmN1ut7TVacADh48yLZt20xeWQBk372LJj6+gP8/QOXZ/0GW0gNIq9ESdDCcag2dcXKzJiUlBTMzwe5lX2Fmbk7PV2eUmcvjkSNHmDRpUpn0lY8bB2DjCNKs3HjrYiO+tzccv0hB4VFR5ApASnkYiDOxvwHAz1LKTCnlLeA60Er/ui6lvCmlzAJ+1rdVKGNUKhVbtmzB1dW1yAHbLEv38RdQADHBWJhZ0LCCbkN5/fr1fP/997i4uJgsR4Y+AqihE8C2vr7YtWljcl8Pk5WVxbol20mJz8TbvwZffPEFbm5u9Gvpw90rF6nbtTdm1jbcunWrxPfIy2+//WZy6ASNVrLv8n2+2XeNfZfvo9EaWYld3wcbR4BrPaKe+4EDp4INt1NQeISUZg9gmhAiUG8iyhkZqgF5T7mE68uMlSs8IgIDA+nWrRt//PGH0TbG9gCCY4Jp6NKQoPNB3Lhxg++//57nniueOSU9MAhhaYl1gwb5ylNPnSL5wIESx9758ccfqVmzJqEBSWCZTY2mLrz11luEXb3C876eVPNsRpchIwgMDMTPz49+/fpx8eLFEt0LICkpie+++84kf3+NVtJi6HRe/uhHvvw7hPGfrKbF0OkFlcC1vbBxpC6g20s7qNesTbFjLCkolAUlVQDLgLqADxAB/K+sBBJCTBJCnBFCnCnOiVOF/Pj5+bF161amTp3K5MmTDQ64uSagzPwrgPdavYfbBbfck64lMaWkBwVh3aQJ4qG4OxkXLxE+ZSrapCQjVxomMDCQ9PR0WrZsyfaf91DRpgbtn2+MSmWBVqPhzyVfoLK2of/0/2BjY0O7du0ICwujd+/edO3alYiIiGI/A0B0dPSDcMxFcPBqFPF2Nbi79RPi/1lP+K8fE29Xg4NXox40CvkLfh6pC+X80g6wc8Xc3Jxq1aqh0WhKJKOCggEq5oyj+pdBG2aJFICU8r6UUiOl1ALfozPxANwF8p64qa4vM1ZuqO8VUsqWUsqWlSpVMtREwUQ6dOhAYGAgXbt2RQjBTz/9xOXLl3OVgdAKyH6wAsjxRx/23DBCT4Vy/vx5+vUrfqgGqVaTcemSwQ1gVRWdh0t2MQbk3bt3061bNy5evIiXlxfJtyxQWZnTuL1uj+PUb79w/+Y1uk+Yip3zAzOVra0t06ZNIyQkhCpVqrBjxw6yirn3oFKpTL7m4r0kRFVPHJr3IfHYzzg074Oo6sm+y/psY1f/hJ9HQ+UmMHaHLokLug1zb2/vcpegPTExkSVLlnDlypWiGyuUN2JyxlH9a4WhRiVSAEKIvH5qA4EcA+YOYIQQwkoIURuoD5wCTgP1hRC1hRCW6DaKd5Tk3grFw8nJiWHDhgEQEhJCr169qFixYu6mpiZNw6+//0qVKlUYMWIEZ++fZfzi8Wzeutm0gGUGyLxxA5mebjAEhKqqXgHcM00B/PPPP7z00kts376dli1bkpqYybUz92nUtgpWNhZEhd7k+JaNNGzXiYZtOxjsw8nJCa1Wyw8//MDYsWOLZX5yd3cnLi7OpPAX9lYWZNwOJPncLpzajSD53C4ybgdS0cEKrvwBm8aAuxe8tB1sHiiqu3fvYm9vX6IUno8StVpNdHR0saK/KjxZmOIGuhE4DjQUQoQLISYAi4QQQUKIQMAfeANASnkR2AxcAnYDr+lXCmpgGvAXcBnYrG+r8C/y/vvvExYWxsWLF5k6dSqg2wiu1bAWJ06cYMeOHewO3c3KqyuxECWPEmIsBSSQ6/qpTU8zqa8zZ86wZs2a3DwHFw/fRauReHWphjo7mz+XfIGNgyPdxk8utB8zMzM2bdrEtWvXimVvt7S05PDhw0WesM1Ua9h0Ogz1/WtUG/w2Lh1fxH3gXDIjQ3jR5SpsfgmqNIOXfgMb53zXBgQE0KJFi3IXqE2r1WVJM/Xkt8KTR5H/5VLKkQaKfyik/UfARwbKdwG7iiWdwiPB3d0dd3edv7lKo8Le1Z5atXQBxy7GXKSJa5MCJ4OLQ0ZgEGaOjqhq1SpQp46NBcCiYtHmvevXr+c72azJ1hJ8+C41m7ri4m7HPxvXEBMWygtvvYuNg2MhPemwtrZmzZo1fPLJJ7zyyismP0+DBg04d+4crVq1Mtrm233XuXo/hZ8Xf4wQgkv3kjgU4kJkjBeV/3gJqrWAF7eAdUE5a9euzYQJE0yW598iJ8JoSfJLKzwZKKr9GUdkidw9gGxNNpfjLuNVsaDtvjikBxlOAQlg4+NDnZ07sPEsPKTCrVu3aNeuXT77+/WA+6QnZ9Osa3XuhVzh9PYtePr3oG4L4wPzwzRt2pT169cXa8M1LCyMgQMH5k/OnofA8ASWHbrBYN/qdG/iTrfGbkzvVp+ImDh8Mk5CdT8Ys9Xg4J+enk7dunUZOrRsQlWXJTnvvZWV8RSTCk82igJ4xhFZIvccQEhCCNna7AI5AIpDTgpIQxvAAGbW1ljVr18gPMTDfPfdd4wZMybX9CKl5ML+cFzcbXGva8vupV9i7+pKl5dMn8nnkJycTL169UhJSTGpvaenJ/Xr12fdunUF6jLVGv7zywUq2lvybv8mueWJZ34hOjUbnwpqePFXsDKcp3nJkiWP5pBZGaBSqahbt26xc0wrPDkoCuAZxyzLLNcNNCwpDDNhlnsCuCRkXL4MGo3BDWCAlH/+If7nTUX2s3HjxnxmkcgbiUSHJePtX52jm9YTH3GXXpNnYmVg4zRVrSFNo+VuRpbBDV8HBwcaN27Mrl2mWyS//PJL5s+fX2Az+Jt91wi5n8Kng7xxstG7vF7YhNMfkwhusIpRk+YaHfyvXbvGp59+ygcffGCyHP8mVatWZcyYMVSurJxQflpRFMAzjsgUpGSnoJVanqv9HMdHHqeafcnP6KXrTx8b2gAGSPr9d2K/LzwHgFar5YMPPqBx4wfpIi/sD8fK1gI7pxjO7tqOT69+1PLyAUAjJXtiEvn8ViTzr4XT5sQlvgqNpNOpK3x4457Be7Rr147Tp0+b/FzNmzfn7Nmz2NnZ5W6OBoYnsPzQTYa2qI5/I/0gef4n2PYq1GqP5Ys/Y+vgZLA/KSWTJk3inXfeoV69eibL8ahJSEjg1KlTAKxcuZKBAwcybNgw3nrrLeLj4x+zdApljaIAnnFElkAic/cBbFW2pfJGyQgMwqJKFSyMnOFQR8cUSA9ZoI1azfDhw3PlSI7L4Ob5aBq0qsDeld/i7F6FTqPGAbrBv/kbc3hp/S98HhrJsp1/ErF+FU4W5qRqtLR0Mmxq6tq1K1WqFC/qZpUqVdiyZQsDBw4kKSWN//xygUr2Vizopzf9nF0Hv02FOp35qMLHfH/ivsF+crK2LV++nBkzZhRLhkfFhQsXmDhxIrVr1+bzz3UhvlxcXGjZsiUDBw7E0dERa2trfvrpJ/r27cuuXbtKfJpbofygKIBnnJzTwNFp0UzaM4kTESdK1V/OBrAx1NHRmFcqXAFs3rw5n5dO8KFwkJLk6L0kx0TTe+qbqKytAdgXm0SMRwOi3p9Nyo9LSfjwLVSNmhKcko4A2jnbG7xHu3btePPNN4v9fP3798fOzg6/l98j5H4Knwz20pl+AtbAjmlQ1x85YiObz0VyI7rgHsOxY8fw8fFh586dNGzY8LG7fuasZrZv307dunW5cuUKmzdvBqBChQpkZ2czfPhwFixYgI2NDQMHDmTo0KG89dZb9O/fn7Q009x5FconigJ4xskJCHch+gLHI46TqS75oR91fDzZd+5gY2QDGECTkIC5s3Oh/eSdWWZnabj4zz0q1YjjypG9tOw/kGoNH5iGglPSkc1aYvv8UFLXfY/t80OhWUtOJ6bi7WCDi8qwp3NISAgTJ04s3gOiOxfw1qdLyKrbmSrpt/BvWJmUQ9/CzhlQrzuM2EhYsiQxPZsaFR7sT6jVal599VUGDx7MRx99xPPPl02WstJw584dmjdvzvXr13n33XeZN28ebm5uufVZWVmoVKp85wBsbGwYN24cZ8+eZeTIkdjY2BQrR7RC+UJRAM84OTkBLsbqzuWVxgPoQQpI44letGlpmBfhAeTi4kJOHKiQk5FkpKQQfXM7rtVr0m7o6HxtPe1tUJ8/TdqOX7Ab8wppO36BC2e4l5lNJxfj3ithYWFcv37d1EfLJSNbw+xfA3F3suGvha+iPbkC+wMLOBbjwLwLNfn74D9EJuhmxasOXOL111/nm2++wcLCgtatWxMUFMSQIUOKfd+yJjw8nM6dOzN27FijexCZmZlYWBhWoJaWlowePZrMzEy8vb05cODAoxRX4RGhJIV/xskxAV2Lv0YVuypUtCncPFMY6YFBIATWhaRNrLv37wIB4h6mRYsW+Pj4IKXUpXwU/5CRlsTgt9/D4qETuf4VHMi+cpEK7y5C1dwPB99WVLwVwqejBlPfznjCmbNnz9K8efPiPSDw9b5rXItKYc34Vjhe+BH+nI2mXi9S24zF4ewFbty4Qe9munMJFe78Q5VGVWjbti1AvgTuj5vXXnuNSZMmFWoGs7a2Jj09nfDwcKpXN5yf2NrampUrVzJ8+HDOnj1rtJ1C+URRAM84OQrgdtJtWrqXLkdvRlAQVvXqYm5vfIZvYUJOgSpVqrBw4ULCLsUSHXqe7NQg2g4ZhVudgjPVM0lpWI8Yx9QalXCwMKep11C6uTpiXoRt/f79+7Ro0aLoh8rD+TsJfHfoBsNb1qBz3K+wey407Iv50NX0sLCkR+++uW1vfdIHIfoW0tvjZd26dUX697dt2xZ7e/siw2D4+/szbdo0Zs+ezcaNG8tSTIVHjKIAnnHMMnVWQAdLB/zc/Urcj5SS9KAg7Lt0KRO5li9fTmqwLSJ9H5U96tJ64DCD7bZHJWBjJpjl4Y6dhS5kwfp7sbRysqOBnbXR/v/3v/8V6zRwRrbuwJebozUfVD4Au9+FRv1gyI9gUXCAfNybu8aIiIhg4sSJ/P7770XK6ODgkBuDqSjmzZtHXJypeaMUygvKHsCzjhrMhTm9PHoxspGhsE+mkX33Hpq4OKP+/8WlpXc7zBLOApk8N+1NzA3YotVaye9RCXRzdcwd/KOzsvnP1Tvsjkk02vfy5cv5448/ihXj5qu917gelcL6xiex3v8uNBkAQ1cbHPzLMytXrqRGjRomKai4uDiTB3WVSoVWq+X//u//Siuiwr+IogCecQQCe5V9gbSQxSUjKCcFpPEN4OJw5+hFtNnXSXWqQsUaBYPKARxPSCEmW82Ayg/MSkfjda6XHY1sAIeGhhb78NW5sHhWHL7BslqHqHt+ITQdBINXgXnhexnlDSkl33//PVOmTDGp/cGDB1mzZo3J/bu4uPDNN9+UWSpOhUePogAUyNJmcfDOwVL18SAFZP1SyxN37z43A37F2rEGzoVsKG+PSsDW3Ixurg+CrB2OT8bJwhxvh4IbwBqNhgkTJjB79mwaNmxokiw5pp85tr/z3P3vwGsoDPoezJ8862lSUhLNmjWjWbNmJrWPi4vDysqKQ4cOcfXq1dwzA8awtramS5cuHD16tCzEVfgXePK+xQplikSSrcku9anO9MBAVA0bsnnbNqSUODs706JFC0zN6tbaryWtWrdh3ttvs+eLr0Bq6DXpDer5NWD79u3Ur1+fJk0eBFvL1kr+iE6gl6sjtua6eYyUksPxybR3tje4CZyWlkaLFi2YNWuWyc/15d4Q+sat41XVr+A9HF5YBqUIlf04cXJyYufOnSa11Wq1bN68mWrVqhEVFUV4eDjJycls3Lix0PwALVu25MKFC7z44otlJbbCI0RZATzjaO20qKUaVQnMGXfv3uX999+nYf36pAYGYt6wIVu2bGHbtm189tlnLF++HIAvvviiyLSCp84EEHxgD6O6dSb2ziWsK7ajnp8uoXxKSgpdu3Zlz549ue3/iU8mXq3JZ/6JylITlammY4X85p+4uDhmzZpFVlYWixYtMtn2f/Z2HLZHF/Gm6ldoNuqJHvwBtmzZYrJJ5/Lly1SpUoXNmzdz4MABNm7ciIODA9euXSv0uhkzZrBw4cKyEFfhX0BRAM846oq6pB/FXQEEBgbi5eVFdHQ0mz7/HLPsbFxat2Lz5s1s2rSJffv28c4776DRaIiNjaVLly4MGzaM+/cNx8cB6OfZgH5eDYhOTmXe6g+YPm0aERERjB49mg0bNvDKK6/w7bffAjrzj4O5Gf6uDwZ7NysVVzp6McxNpxS0Wi1btmzBy8sLtVpdrJSLGVlqLm6Yw0yLrWR7jYIBi5/owR/g6tWrXL16tch2UkrOnTtH7dq1admyJYcPH6Zly5ZUr16dyMjIQq+Niopi7969ZSWywiNGUQDPOOqKagSCTI1pISBOnz7N+vXr8fb2JiwsjCVLluChT5Ri7VnQA8jc3JyPPvqI0NBQ6tatm28WbwghBJUc7JjY3pdVK79nzGjdyd9u3boRFBTE0KFDCQ2/y5bb9/DMSCbuIYVirs7m0rmzhIeHc/36dT755BM2btzI119/jY2N8YNh+ZCSgB/fZEzWZiLqDkM1cMkTP/iDzkZfVNiGW7dusXLlSq5fv86tW7c4c+YMnTp14syZM4SHh+dmkjPGqVOnWLZsWVmKrfAIURTAM45FjAVelbxyo4EWxuHDh+nTpw92+lAO9va6QGvp+hSQlgZSQOZgbW3NJ598wpgxY1i/fj1r16412C4pPYMdgVf54fh5JrzyCut/+im3ztHREXd3d85rzVBbWROxbROenp4sXbqUQ4f/oeq3P1KpzwAmTpxIcHAwDRo0yB3ATEZKIrfMoX3EGk5WGECV0d/BU5ITt1GjRty8edNgXUREBOvWrWPNmjUkJSXRv39/UlJSGDFiBP7+/owcOZLk5GTq1y98kz84ODhfGG+F8o2yCfyMY3XbCv8a/gRGB5KhzsDawvDhqStXrjBkyBB+/vlnunXrlq8uPSgIG09PhIkDZcuWLfH398fd3Z2ePXvmlu+4cJUzoXcZN24cm95/1+hs8++ULJwtzDm85CtUS79GrVZzLiEZrcaB717ow8gabgavKxIpUe+ej3vwd2w1702PV75/agZ/gF69etG7d+98ZbGxsRw4cIDg4GBsbGzo2bMnfn5+3Lx5Ey8vL3x8fHBxccHd3Z369esXmSA+ICCAcePGGa3XpqXRMj2DW0WEA1H4d1AUwDOMVqVFWkocVDo7enJWslEFUKlSJTZs2FBg8Nemp5MZEoL9K8Yja2q12Vy58jbVq4/B0dGbRo0asWHDBsaOHUtQUBDOzs609PVFpanFms9+YMh04zP2dI2W3TGJDKjsjKV+MFKpVJxK05mhulauUKz3IBcp4a+3sTi5lNXqntQbtRgHm6crF665uTnbt2+nSpUqNG7cmEOHDnH27FnMzc3p2LEj7du3x1ofZjsnpIOPjw8eHh4m3+PDDz+kZs2aRuvVcXFMSExkjWPB/MgK/z6KAniGya6ZTUqnFNLUuuiVSVlJVLIt6Lb522+/0axZM3r06FGgLjcFpLfhA2BSarh46U2ionYREbkVn2arcHXtTNeuXfnwww9zfcu/+3grx7fdwH+Qb6Ey749LIlWjzef9A3AkPoWGdta4WZVgZimlLq7PyeWsUvfmhu98xjUwzX31SePOnTvs2bOHKlWqoNVqadGiBZ06dTIaF6g4SXNOnTqFh4cHrq6uxhvpw29oy2ekjGeOp2d9q1Bs1K5qUEM9Z92pWEP7ABqNhhkzZhgNCZAbAtrABrCUWi5fnktU1C4cHHQHuiwtHwysL7/8MtHR0cTGxBF0MJxqDZ1xrWY4gUsO26MScFVZ0D5PopdMrZaTiSl0cin8WoNICbtmw8nlbFYN4Ae7Sczr26To654wsrKyOHLkCMnJyVSqVAk3NzemTZtG3759Cwz+eQ98WVmZtgpKTExkyJAh3Lhxo9B2UqPrW8klVj5QVgDPMEItwAzsLHSbuobCQfzxxx9UrVrVaOTM9MAgLNzdUT2UOFxKydWQ94iI3Ert2q+jVieRmnodO7v8m4iffPIJnjXbYRNfj47DGxQqb6pGw98xSQxzd8HC7MEUMj5bQwcXh3wngk1Cq4Vds+DMKo65jeat2334aWIz7K2enn8LjUbDuXPnOHToUO4mbkZGBgEBAfmyruUlObloh4CHmTVrFn369MkNfW1cIJ3bsQZlCVAeeHq+6QrFxjzeHMwgITMBMKwAdu3axciRxoPEGUsBKWU2mZlR1Kr5KrU9phFwdjgODk0xM8tvohk1ahTH1t/DraY1Ht6F5yL4OyaJdG1B84+7lYp13nUKvbYAWi38/jqcXUOE1xRGn+nAi21q0a5eyfMhlCe0Wi2XL19m//79xMbGUqNGDQYPHoyHhwdSSsaPH09ERARubm4FNnZzVnuGTH6GuHXrFkeOHOH06dNFy6VPIZlppiiA8oCiAJ5hzON0vu3303W+9EmZBRXAV199hVqtNni9Oj6e7LAwnIfqMlxJqSE29hCJSRdwcmyGZ9NvMDOzREoNyckXqVZ1RIE+6lRpwjVbCzw7V8OsiEFhR1QCbpYWtHY2nG9ASmlaGGatVpfC8dw6stvNYtSFjlRzlsx7rvy4L164cIHNmzczZcoUwsPD6dixI0IIXF1dWbRoEWPGjOHOnTvUqFEj33VSSm7evMnevXuJiIigUqVKjBw5kgYNGuS+Nzk/p0+fjqOjI8uXL88X879atWpMnDiRihULV4ZSSs6fP0/z5s25cOGCSeYiq/r1+cS1AtHFiMSq8OhQ9gCeYcyTzLE7ake7qrqY7w/vAUgp+fXXX3P9/h8mIzgYABsvb6TU8Prrfqxd9zKhoYtZu24Cb77ZFtCi1aZTrdpIXCv6F+gjNCAJzCX1/ArfdE1Wa9gXl0T/ys4F4vz8GhlH7UMXiMzKLvqhtRpd8vZz66DzHD7NHMyt2DQWDfHGrhyYfs6ePUuHDh3o27cvUkrMzMzw8/MjNTWVlJQUTp48Sffu3UlKSqJ169Z07dqVw4cPA7o0j2vXrmXdunWkpaXxwgsvMGXKFKPJ59esWUNcXBytWrUiMDAwt9zS0pLq1avnegQZ4v79+wwePJgxY8aQkpJi8l6Bma0tYSoV6U+Re+2TzOP/xis8NoQUWIdYU8uxFjYWNgVMQBqNhrFjxxoN7JUeGKhLAenZlNjYQ3jUjueD98Pp39+RnTuTeO99iI09RMWKXWlQf0GB69OSsrh25j4NW7th52h8sAH4KyaRTK0sYP4BuJuRTbpW4mhRxKxSq4HfpkLgz9BlHqc9JrHqu+OMaVOLdnUfr+knMTGR1NRUqlevzuuvv84LL7yQLx9vTvyivC6WoaGhbN68mcmTJzNp0iQSEhKwtbWld+/etGzZ0mg+3xzs7OzYtm0b69atIyMjg/j4eIKDg+nQoUOhK6ljx47x/PPPM2nSJDZu3Gjy4A+QERJC+7Q0Tpl6KlvhkaKo4WcYKSRZVbOITI3EwdKhwArA3NwcrVZrNAxwRlAwlnXrYG5vT3LyRby9zenf35H16xPo398Rb29zkpMvkZFxD602q8D1wYfvolVLFnw5tcgYNdujEqhmpaKFY8F4PmEZmVRUWWBXmFlBo4Ztk3WDv/8C0tvNZvYvF6juYsPc5xoVeu9Hzb1792jXrh2//PILlStXZsiQIUUO3gDp6ek4ODgwfPhw0tLSaNy4MS+++CJt2rQx6XrQmYNeeuklWrVqxa1bt3jllVdwd3enT58+nDp1irNnzzJ//nyGDRtG3bp1+fvvv/H29ub06dN8/PHHxRr8AdJOnODFpGRUpYw+q1A2KArgGUZaSpJ7JbMvbB+Olo4FVgBCCKpWrcrt27cLXqtPAWmjTwDj4NCUwEANO3cm8eKLzuzcmURgoAYHhyYEBk7mQuCkfNdrsrUEH75LjSYuBF87S9WqVY3KmZCt5mBcMv0rO2NmYGZ6Oz2LWjaFZObSqGHbJAjaDN3ehc6z+eyvq4TGprFocLPHavqJi4uje/fujBo1ipkzZ5p0TVpaGn/99RfffPMNgYGBtG7dmpkzZxISEkL//v1L5MUD4Ovry+XLlwkICODVV1/F3d0dIQTW1tY8//zz/P7773Tt2hV7e3tq165dontoUnQJezLKacrMZw3FBPQMIy11szAHSwccLR0NngNYu3YtLgYSuavv3UMTG4u1PgWkq2tnQm+58M67Gnx8VDT3dSb0lgvOzq1JSb1KTdf8LofXA+6TnpSFc10bqlatipOTk1E5d8Ukki0Nm38A7mRk0TzPyqBDq+b4tW7LW2+/Q5XKFWHrK3BxG3T/ADq8zqlbcfx47BYvta1F27qFHFr6Fzh9+jTPP/888+fPL7JtzOYrhKfd58+IY2RlZdGsWTO6dOmCs7MzAAsWLOD69evMmjWLFStWlEgeIQTVq1enevXqgM7k1Lx58xL1ZQhtaipZgFZRAOWCIhWAEGIV0A+IklJ66ssqAJsADyAUGCaljBc6w+HXQB8gDRgnpTyrv2YskGMI/j8ppem55hQeCbkKQKVTAJFpBUP9+vv7c+3atdxBJod0/QGwnBWAEOZ89dVprlx5h3sRmxg18mvc3PqSlHQBKdU4OT44KSyl5ML+cFzcbalc186oP3oOO+4nUMvaEh8DWb4ABrm50DBPAvijp8/jZ3mdZo1X8/eUOjSzugM9/w/aTSctS81bv+pMP3N6P17TT0REBL169aJXr16FtlOr1Zw9exaXc8lEm0VT26s2Xbt2pfJDZy+EEHzzzTf06dOHhISEAp9ZeUCbkqpsAJcjTPkkVgO9HyqbC+yTUtYH9un/BngOqK9/TQKWQa7CeA9oDbQC3hNCGJ7OKfxr5CgAe0t7g3sAoBuk2rZtS4p+6Z5DemAQQqXCuuGDw1tCmOPs3BIAR0dvhDAnKUnnXTJqxAJmTJtJREQEkTcSiQ5LxqtLderUqcPs2bONyhiTpeafhGSer+xsdGNyTp0qvOCW/+v0ZXczbr9mQTOrO8w/qOGNjZeJiIhg0e7yYfqRUtKlSxfOnz9vtI1WqyUwMJDFixez649dWEkVjZo1YcSIEQUG/xycnJw4cuRIoSuqx4k2JUUx/5QjilQAUsrDwMNxAAYAOTP4NcALecrXSh0nAGchRBWgF/C3lDJOShkP/E1BpaLwL6O11G3uOlo64mjlaPAcQLVq1ejSpUsBk0JGYCBWTRojLPPb3i1UuoFHrdb1lZQUhKVlZfbuP82lYxE0atCY1f/bicrajLDkoCJnv7uiE9BIGFDZudjPZ6PSDTRDGsKaH1YweMgQVh8LZWw5MP3s378fKysrg/l5pZSEhITw3XffsXXrVqytrRk9eARmCFxqFO2tJITg+eef58yZM49C9FLhNv9tFrs4P24xFPSUdArkJqWM0P8eCeTE360G3MnTLlxfZqy8AEKISehWD4VGFVQoPar7Khz2OFBjVA3dCiA7GY1Wg/lDyU8+/vhjOnTowPDhw6lWrRpSoyH90iWcBw0q0KeFhS4cQ7ZeAVSv/iIVK3UH+jCw1WS6eQ7HXuvEvrNb2bN6PUuWLi5Uxu1RCdS1saKpffHdBiOStSw6CWuDtIwe/wqnXbpT08GWOY/Z6wdg/fr1TJw4scCqJiwsjL179xIWFoaLiwuDBw+madOmqCPSiCIac4dCNrvz0Lp1a9avX0/Lli0fhfglxqJCBWJM9FBSKBUVhRB5ZwArpJQFNoZK/UlIKaUQosx8uvRCrgBo2bKl4iv2CDHLMMPyriW2KlscLXUDd0p2Ck5W+c0HjRo14tChQ7meOpk3biDT0rDxLhgCQqVXADkrACen5uTtzdFWZ6qp596Mnad+ZNXKHxk1apRB+aIyszmekMLMWm6mnfDNwxt7tawN0jB27Mtc/PUdlp+KJfJYKD8P8cbW0vDXXqvVcvPmTerVq8fevXvZunUrFhYWVK9enZdeeqnIbFjFoV+/fvniK92/f599+/YREhKCvb09ffv2pXnz5lhYWCC1kowbCZjZWqCOz0BqJaKIU9MdOnQwaWP53yb+5014ZWQSZP10hdouh8RIKYvU/iXdjbmvN+2g/xmlL78L5D2bXl1fZqxc4TGirqAmq6bOP9/BUhcR0lA8IICmTZty5swZhg4dSlJAAADWngUVQK4JKDuRtLTbxMQcQJMn3WRiaizbTn3HN7veZNy4l1j/0zqj8u2MTkALDHBzLtZztffzQfi+xMWrN/nimyWEpqlYfSyUce08aFOnoOknJiaGRYsWUa9ePfr164dGo8HFxYWmTZtSt25d7t27R0ZGBmfOnGH48OEcPny42DmU8yKlZNCgQXh4eBAfH8+2bdtYtmwZt2/fplu3bsyYMQM/P7/cwf+9oW+ye+U2tGlq/vx+G+8NfROpLfz+vr6+ZaqwyorYlSvxy8h43GIo6CnpCmAHMBb4VP9ze57yaUKIn9Ft+CZKKSOEEH8BH+fZ+O0JzCu52AplQWa9TDIa6P4Zc1YAhaWG9PHxQaVSsfmjj+lqa4ulR8EUkHlXAFFRf3Lj5md06qhTGNtOLuPopT9o264d165fLXKA2hGVQEM7axrZFc/8c+TUudzfdV4/gdRyteWt3g0Ntl+5ciVXr15l06ZN+Pn5AdCiRYsCEVBdXFzo0KEDEyZMwNPTkx9++IEKFYqfgObOnTv06NGDr776itOnT2NmZkb79u1p3759gcT1GVfj8LSrw5Rf32FM8xdYd+43lg35LxlX47BpbHwfw9HRkS1bthRbtkeNVf36NLh3DzPlIFi5oMgVgBBiI3AcaCiECBdCTEA38PcQQlwDuuv/BtgF3ASuA98DUwGklHHAf4HT+teH+jKFx4hUScyydF+BolYAoMu8tWHDBlpXqMDl7GwQgqys/Cd8zcxsEEJFtjqJpOQL2NjUQqVyprZHXU5e+4vXpk9l91+7ihz872VkcTIxtUSbv3lZ+OcV7sSn8dmQZvlMP+np6QwZMoTjx48zd+5cfvzxx9zB3xhOTk5Mnz6d4OBg2rVrh42NDRp9ghNTycjI4OzZswwZMoRTp07h4+PD9OnT6dGjR4HBHyAzNIl2VX0Y0/wFvj62hjHNX6BdVR+y7xWe3B1g5MiRRSaB/7dxHjoEJ62WhlkFT4Yr/PsUuQKQUhqLBdzt4QKpWxe/ZqSfVcCqYkmn8EiRFhL0gT5NWQEAyMxM7GNj6TBhAkIIOnfujKurKx06dKBdu3Z06tQJIWy5E3aVjMzTpKfr9vpnvj4df39/vI1kDnuYndEJQMm8f3I4fiOWNcdv83J7D1rVfjBTz8jIoF+/fri7uxvNc1AYVlZWzJ49GyklHTp04IMPPqB79+6FXpOdnc2ZM2c4fPgw6enp3Lx5k6+//tqoOydAZmgiaaciOXb7LOvO/cbMdmNZd+432tVtQf+qhSetycjIYNu2baxdu7bYz/coEfpcwNmKK2i5QNmOf5YRuoBwQO7GryFX0LxkXNKlgLRtphvI9+zZw++//87p06f57bff6NSpE1FRKURHHaVxkyw0al0CGFPDHOSwPSoBT3sb6toWHiTOGKmZat7acgEPV1ve6pXf62fOnDlUrFiRtWvX5gZZKwlCCD799FMGDRrE8ePHqVevXoE2Wq2WCxcucPDgQRITE6lTpw7dunVj3rx5qIwkRpdSkvLPXRJ338LMyYqg5BssG/AB7Wr50q5uC4JTbzK0YeGmp6CgIBo2bGj0Ho8LTVwcGUJwT/EEKhcon8KzjCA3N1+OCaioFUBGsD4FpD4JjIODAyNHjsyXNKZOHU88PLJJSblEhw5jii1WWHomZ5PSmF/H9Hy0D7Nw9xXC49PZ/GpbbCzzD/LvvvsuVlZWpRr8c+jYsSPz5s1j0qRJ7N+/P7dcSsmVK1fYv38/0dHRVK1alQEDBlCnji5xjbGZuTYtm7hfQsi4HIdNU1dchjZgwejGRC8+j41XRfqPHcXQhhWK9AK6efNmuXMBBXAaMIA3vvgClBVAuUBRAM8wtgG2SHMJr4OthS3mwrzQPQDQp4B0cyuQAjIvFhaOZGcn0rrVLmxsPIot146oBACeL6H559iNGNYev8349rXx83gwU87Ozuall15izZo1+RKglJaZM2fmMwGFhoayd+9ewsPDcXV1ZdiwYTRu3DifK+v58+f59NNP+fnnn3PLMsOSiPvpCprkLJz618G+XVWEEKj19n6nXh5YVDRtQ3z48OEMGDCgjJ6wjFEG/3KDogCeYcyTHsyAhRA4WDoYVADtWrTAr00b5i5YQHpQoEH//7xYWDiSkRGOvb1hr5ui2BGVgI+DLbVsiu8rnpqp8/qpXdGO2b3y3/+3337j3r17ZTr4gy5sdr169fjf//6Hm5sb169fx8HBgeeff55mzZoZXGk0btyYAwcOcOXKFRo2bEjKsXsk7rqFuYMllSc3w7JG/kTt5i5WmLuaZg47e/YsR44cYcaMGWXyfGWF1GoJe2ksLdMzOGNTMtOeQtmiRGVSyMVQSGiA42fPkvjrFlo3aED27TCyPTwK7UenAO6RkFD8UAS30jIJTEkv8ebvp39e4W5COp8N8S5g+vnuu++YOnVqifotjNjYWP744w+Sk5O5ffs2PXr0YMaMGfj6+ho1M1lZWTFr1izemvkfYjdcJnHnTawbuOA2o3mBwd+ulTvub/mZdBhOo9Hw2muvFTtO/79Bdng4aWfOYKm4gJYblBWAQi7GAsIBzHFx4VVHnafQKx99RNObN5m7YAFVqhi202u1maSkXssNDmcq26PigZKZf45dj2HdidtM6FCblh75N0mllMTFxdG3b99i92uM5ORkDh06xNmzZzE3Nyc9PR1bW1vat29v0vXTR0yib5w3GRdjcepTG/uO1YwO8qaehP7f//6HjY1NkRFWHweZ168DcD0zk2SNmtjYWFxdH29MpmcdRQEo5GJsBZCDs342O9XRifErVnD54kX2HDxYoJ1GrYscam/XoEBdUWyPSsDP0Y5q1sUz0+i8fnSmn//0LGh6EkJw9uxZk/vTajXcOhfAf+e9RWWPusx870OqVdO5tKanp3P06FFOnDiBVqulRYsWdOrUiW3btrFr164i+5ZSknoykoSdN6jg6EJWVxdOplyhu6hu+gMb6TcyMpJVq1ZhVk5CLoeEhLB8+XJu3rzJyt7PAfBP6C1StFrq1KnDxYsXycrKIiwsjM6dOxc75IdC6Sgf3xKFckFhKwCAaLWahfHxTIyOYtyrr7I2zwZmXrKyYwGwtDS+UWyIkNQMLqdmFDv0A8Anf142avoBXeKVlStXmtSXVqvhpd49+GLOGzR1tiPh6kWGdm7P9GnT+PPPP/n66685cuQIjRs3Ztq0afTt2xcHBwcGDhzIkiVLCu87U03cz1dJ+O06VnWdqTyjOZEintGjR/PDDz+UKMSEVqtl6dKlXLx4kS+++AKPIkx0/xZvvvkmHTt2xNramnfffZfMa9ewqFqFhs2b06JFC+Lj46lWrRp37txh6tSpeHl5cdDAhELh0aEoAIVcjIWEBlgYH88LEfdwHjqESzdu8NXixUZP82Zm6hLLaLVpxbr/9qh4BNC/knORbX1btWXqdF1+gaPXY1h/IowJ7QuafnK4cuWKyYPLrXMBOMts1hw5w56LIfx08hxeNargYqbl5MmTJCUlMXjwYAYPHpwvFISUkkuXLhntNzsylahvz5MeGI1jr1pUHNcUc3tLWrduzb59+/j2228ZN26cSTLmcO3aNbp3787atWvLjd1/w4YNpKWl8eabbxIWFsbHH3+Mr68vFpUrY9+xU247MzOz3MOEFy9e5OOPP+b1118vd6eXn2YUBaCQi7EVQFtfX5MGftANghqNLr5QTkhoU5BSsiMqgbbO9rhZFX146dzpE2w+fYd6ns2ZuOIgNZ2t+E8v415HVlZWpKenmyRL5PWr1K7gRNu6Ndl76Tpt69akfmVXrLU6u/VXX33F66+/XuC6kJAQgwfepJSkno7k/uLzaDPVVJzohaN/zXy+/J6enpw6dYpZs2YhpeSNN95gx44dREVFFegvMjKS69evo9FoGDhwIM899xxHjx6lfv36Jj3fo0JKyfz58/noo4+Ii4ujevXq+ZSS25y3qPLB+wavzclhcO7cOSwtLfnwww9JSyveBEKh+CgKQCEXR0tHsrRZZKjzR2s8FhBQ5MCfgxACby+dGURdDAVwOTWDa2mZxfL+se8yAddxS0gT1pxfNY8333yTiIgIg23r16/PlStXTOr3/q0bXI+K4fiNMLo3qcfxG2Fci4rl7JUQ1q5dy8SJE9mwYUPBZ7h8ucAgrM3SEP9LCPFbrmFVywG3Gb5Y1zX8jJaWlnh7e6PVamncuDFff/01DRs2ZNy4cWRmZuLr60u1atVo0qQJ69evx9zcnKCgIGbPnl0mh9pKyxdffMGOHTs4fPhwbk7hHEw1bQkhMDMzIyQkhOHDh6PVah+FqAp6lE1ghVxy4gElZSVhbVFyP+2cpDDq7ESTr9kelYC5gL4mmH/yYqbSyWnffgzf/7CAS5cucXDf3wXaeXl5cfjw4SL7u3XuDLfOnSEqQ83YDq2o4+pEnUquBN2JoOVz/bm6/mejijAgICBfbKHsqDRi119GHZ2GQ7eaOHarWeQJXtCdK5g0aRKTJk1CSklSUhKWlpasXLkSV1dXatasmbtZWp42TZ2cnNi1axcVKxbMWpb81x7uf/IJtdYWnQrc3NycH3/8kY4dO/Ldd98xZcqURyGuAooCUMhD3oBwlW2Lt4Gbw81b35KWqnP3M3UFIKVke1Q8HZwdqGgkWYsx1KnxZARsJz14L5Mmjuedt+cabGdhYcHt27cJCQmhbdu2BtukJSXy1/Kvca1ek41rfmHz+3MJv34N5wZN+fWnrbkJcYwxYsSI3ETsqeeiSNh6DWFpTsXxnljXL1kKbCFEbn5fX1/fEvXxqNFoNPz1119MnDjRaJvMa9dQR0VhUcgJ8ryoVCpWr15tkleVQslRFIBCLqaEhC4Kqc0kKno3YPoeQGBKOqHpWcyo6VZ04zykHPyB9EsHGDduLO9svVykiSokJIQVK1bki9mTK7eU/L3iWzJSkhk07wNS4+O4f+sGnYaPpt3Q0UXKEhoaSqNGjXCycyB+yzVST0di6eGI66hGmDuWj81ZQ1yNu4qtypYaDjWKbmyEv/76i3fffZfnnnvO6Iok8/p1VDVrYGZjem6HRo0a0ahRIyIiIoyeN1EoHcoegEIupoaELgw7+4ZIqcbMzMbkFcD2+wlYCHiuklPRjfU092vD8FY1uRFymSXffGXS/sSgQYMICQnhn3/+KVAXfPBvrp8+QfsRL1HZow6X/jkAgHf354rsV6vVMmbMGP7cuIOoJRdIPR2JQ5caVHrFu1wP/gBvHHyDb899W6o+li5dymuvvVaoOSrz2jWsSrBJHRYWhre3t8kb+ArFQ1EACrk4WukUQGKm6bb7h7G1rQ2AuZm1SXsAUkp2RMfT2cURF5XpC9Kzp46bPPDnYGlpyZIlS/jvf/+brzwhMoIDq7+nRhMvWvZ9AYB7IVdwr1sfe5eiM34tWbKE1q6edIqshyYpE9dxTXHq7YEwLz/2eWNkqjOxtSiYiMZU0tLS2L9/P8OHDzfaRpuZSdbt21gZCJddFDVr1qRx48YGlbZC6VFMQAq5mBoSujC0ehdQcws7k0xAZ5PSCM/I5q3a/84Sf8CAAfTq1YvU1FRsbGxASnYt+R9mZmb0fu0NhP4E7eC3P0CrKdoDJSE2HvW++7zeaBQqN1sqjGqEhfOTE+gsTZ1Wqg1/S0tLjh07ZjCbWQ4yIwOXkSOxa9MGqdHgmZFJDXU2yQcOYN+pE6IID6ZWrVoREBBAz549SyyngmEUBaCQS1nsAZiZWeLk5ItWm22SCWh7VAKWQtC74gPzT1xcHFu3bqVz587Y29vTpk0bpJQ4OzszdepUJk+eTHJyMg4ODoX0bBxra2tmzJhBUlISr/TtSUTIFfpM/w+OFR9sUJqZmWNmVvjAFH7xFqr9CQxt1Av7jtX0s/4nZ1GdrckmJTsFZyvnEvcRGRmZu/FtDHMnJ9wXzEdqNLzdujXeUVG0t7Vj66RXueLkyMcnTxaqBIYOHUpCQkKJZVQwjqIAFHJRmamwsbAp1QrA0dGbli1+4ULgq2RkhBfaVislO6MT6OrqgKOFOeHh4bz77rts27aNnj174ufnR+3atTl06BBCCGJjY7G0tESj0eDj44Onpyfz5s2jTZs2xZbzk08+4ZVRwzn2ywaqevrQuEMXk6/Nyspiw4craJNaD3tHByqOaYJN0ycvqFl8pi7wXgXr4ie2z2H9+vXExcWxaNEiQGfS0yYloY6KIjsqCnV0NFm3w9AkJZF56RINo2N48949Rjg783NCAl/WrkPK4cM4+PsbvUfr1q1LLJ9C4SgKQCEfRQWEMxWVhRPJ2RcN1vm2bUebVn70nfEmEZnZLKjjTkxMDPb29jRu3JiFCxdSqVKl3PY5sW1q1aqVWxYYGMiGDRsYNGgQH3/8cbFDKFiam9O9djUS4uLQ1qiHRqPh4sWLReYsvnntBjvfXsvgut2hhhXu47yxqPDkmHzyYq+y54suX9CoQqMi2+Yd2NXR0brBPSoar1OnEPEJhI4arauLikIaSvhuZoa5kxOtbWwY4ezMsthYpri60srCgswrVwpVAHv27OHHH39k48aNpXlcBQMoCkAhH0UFhCuK8PANhN9dh4tLW9Rqw/2cO3GcWzXq8vPyVdj07M+KVydwoEZ1Fi9ezOzZs026j52dHZMmTWLQoEFoNBru37+PmZlZPsVRGIfW/0B85D2GLviImp7e3Lhxg759+2Jvb0/Lli2ZNGkStWvXZufOndy6dYuAgABmjJ9K6/jaDK7bHbu2VXDuWwdh8eSYfB7GVmVL95rd0SYlkXn9er5ZuzoqOnewz/kpMzML9FHTyooEQNSsiU3z5lhUqoRF5UqoKlfW/16ZsAkTsPb0wrFvH7ZOmMDPCQlMcXXl54QEWrtUYFCjwhVQaGgo1tZPppIt7ygKQAGAFm1a0KZVG6y7WZdqBZCReY+0tFAqVeqDRpOCVqvGzKzg18xqyiykVkvmjRD2/f03tcePL5G/d86p08WLF7Ny5UoOHjxYpE365tnTXPj7T1r0G0hNT92Mv27duty6dYvg4GACAgKwtrYmOTmZwMBAqlWrxgfj5+JxzQ6NzKDCqEbYepumaB4XuTP2PAN4zqw9p+xeagR3tLE0upmFpSb/9Wb29rkDeN6B3aKSfnDXD/DhMTFcOn6cjka8gLRpaWTfvYfTwIFo09IJTs9gUdWqtLW1o7VLBa44OWLfqZPBa3MICAgot4fgnnQUBaAAwNmTZ4lwicDa0prKdSuX+PCNWp2MhYUDlip9OAh1EpaWhm3MwswMi/qNcPrqB1b+51WuXL3Kwb/3lEj+1157jeDgYF577TWDcXpySEtM4K/lX1OxpgcdRryUr87CwgIfHx98fHxyy5YuXkLintukHApHVcUa19GNTc7La4i86TVL8v5KKdEmJ+eaW3IHdgOzdkMzdjM7O93gXbky59q4srxqNL/J6VSsVOvBrL1SJczs7EySp2bNmri7u5OamoqdgWsyb9wEKbGqX5+0M2eY7OvL14kJxKrVTP3sM5O8gJydnUu0z6NQNIoCUMjFdYQr2iwtSdlJ1GtUj3Fjx7FgXvEGKo06BQtzeywsdF49hSkATWw06s1ryfr7D14d/zLvzDUcxsEUhBB88cUXtGnThhs3blC3bt0CbaSU7FnxLZmpKQxZ8H9YqAqPOqpJzCR24xWyQpOwa+2Oc7+6CFXpTD7Hz56lQfhdmqxezUvjxuUqgnwDu34Azzew58zkixrYK1XCplmz3N/zmWMeGti1577FLCiE2i9NxkyU/Lnmzp1LhQoVWLBgQYG6nCxgVvXr49izJ5oZMwjq148gYE4hdv+8LFy4sMSyKRSOogAU8mFmaQaWUGVWFVYsWsHFyxc5+PdBk6/XymyEmQqLPCsAQ6R88ynqfX8yYfzLvHP5UrEOdBnD1taWs2fPYmFh+GsdtP8vbpw5SZeXJlKppkehfWWExBO36QoyW0uFEQ2x9SlZbCRDzHFxYbqTE2F/7ubgrl3UdnbGSSuhmAN7rjmmGDP2vMRnxONs5VyqwR/gpZdeol+/fsyaNUt3tiIPNl6eVJr1JhZ6U525vX2x+h47diyjR49WzgA8IhQFoJCP7IRsknYnkXQ8iVcnvMqCeQVndYXhYN8ElcoZlX4FYOgwWFPfFlzf+weXLlygTp06ZSJ3DhYWFsydO5du3brRo0eP3PL4iLscWPM9NT2b4fvc8/muad+qLX6tWzHn7bm4u7mTtPc2yQfuYFHZFtfRjVFVLvlJWWPYmpnRyNKSVI2GI1HRqNzcGDFnTpkM7KaSmp2KhbBASlmqqKI+Pj60b9+ed999l88++yxfnVW9epi7unK9iz+V587BZehQk/v9/fff+eeff4rMsqZQchQFoJBL7M+xJB1P0pl+flxQolm5h4cudG9KylXAcEjokYMGEhERUezBX5Ot5eDGq7ToVQtnN+ODsoeHB6tWrcpVAFqNhj8Xf4G5hQW9pz447ZvDsdMnaGJWk44+bVn70v+oaV4Z2xZuOA+oi5mB9JJlQbRazarkZHakJPPSyy8zd8ECXMtgFVQcfCv7suvWLq4nXKe+S+mSySxevJgbN24UKE89eYqUw4fQpqZi06yZyf1FRUUxefJk1q9fj30xVw0KpqMoAAUAfFv70rZB2xIP/A9joXqwB/AwjRo1omvXrib1o9VKwoJjiQpL4nZwHFGhSVRv6FKoAujSpUvuwSSAE1s3EXH9Kn1nvoWDa8FY9QDvdZnG3A6TMEOwYN9XOKdWZ06HuY8kCuXC+Pjcgf/SgrJ5v00lISEBW1tb7t+/z/l15+ls3Zkta7bwQu8XaFSEO2ZhVKpUiUqVKvHuu+/Sr18/WrVqhSYlhbCxYwGwbdUK6wYNTO7P3t6ezz//nC5dupRYJoWieXKdmBXKlIATASz+2rSsX6ZQmAlo8ODBRmPy50Wrlbw84HW+eX8dp38P5cjRQ/x9/mdCTkUWel2DBg2oUKEC6enpRFy7yomtP9O4QxcatSvc3dDKwhKVuYoRnn1Y88Nqxr04tkgZi0tx0muWFRqNht9//50+ffpQo0YNgoODMTMzw87GDnfhTvj1cK5cuUJmZiajR49m9+7dJc7E1bp1a/r27cuPP/5IZsi13HKX0UWH1AY4ceIEPXv2RKPRMGLEiBLJoGA6ygpA4ZFgZmaNEKoCKwApJTVq1CAsLAwzs8LnH2HBsVRU1WbFn+/ToUl/jlzayfju76BVFz44mZmZcebMGbIy0tm1+HPsK7jSdfzkImW+nxLD8jM/s+XSHsZNfJk5RpLLlIZjAQFl3mdRHDhwgA8//JBp06axZcuW3I1a9wHueFb0pE0VnYtlZmYmXbt2Zd68eXz44YesWbOm2HmG+/bty759+xg7dixuXbpQW1/u0K3wFV9UVBSffvopGzdu5Ntvvy1xnCeF4lEqBSCECAWSAQ2gllK2FEJUADYBHkAoMExKGS90u0xfA32ANGCclPJsae6vUH4RQmBh4VhgD0BKyb1790zadIy+k0ydyt50aNKf3WfX09v3RRpUa465CXb5Dz/8EG8HKxLuRzLs3Y+xtivcjvzBwcVsubSHsePGcum3opPLPAksWbIEIQRTp06lW7du+d7zDHUGi88tZrzn+FwFYGVlxYQJE3j55ZdZunQpqampJdog9vb25tSpU0R/upBEYJG9HZ5ff02LFi1o2bKlzuVVqyUgIICAgAB69epFYmIimZmZBAYGmnyaW6H0lIUJyF9K6SOlbKn/ey6wT0pZH9in/xvgOaC+/jUJWFYG91Yox6hUjgVMQGZmZtjY2JCUVPRp40o1HLgZFciRSzvp7fsiRy7tJOTuOao1KDq94r4tm7lx4h/8+g+iRhOvQtu282uDfasqXAq5zJfFzDFQXlm4cCFff/01zz2nS2jz8CB+Je4KGqmhacWmBa41MzNj2rRp+Pj4MGfOHBYvXlzs+6tUKrJv3sDKy4uB775LaGgob7/9Nv/88w9RUVEcO3aMcePGcezYMVJTU/H29mbJkiXK4P8v8yhMQAOALvrf1wAHgTn68rVSSgmcEEI4CyGqSCkjHoEMCuUACwsng5vAL7zwApGRkbm5bo1R09OVmOxbTOj1LvXdfWhYozmhkVfw7FSt0OvCb92kW+2qVKpVm3bDXixSzqOnjhfZ5klix44dfPfddxw5csRoHuOLsbpAfZ6unoX29dprr9GhQwdq165N3759iyWH27x5aFNTqdO8Oc8//8D1duHChbi5uXHw4MFi9adQ9pRWAUhgjxBCAt9JKVcAbnkG9UggJ9FrNeBOnmvD9WX5FIAQYhK6FQI1a9YspXgKjxMLCweDCqCwUA15MTMT/Lj9Kw6su8yV45EMe+l5LCxfQGVl3AQkpWT3sq+wtlTRZ/p/ijzt+zTSo0cP9u7dW2gS++CYYCrZVMLNrvA8zLVq1WLdunWMHj2aixcvFhlnKS/F8fpRKHMqCiHO5Pl7hX58zkdpTUAdpJS+6Mw7rwkh8rlZ6Gf7sjgdSilXSClbSilbKsvBJxuVhRPZBs4B3Lt3jxdffBHd16NwzMwEVeo6A+DVpTqt+hV+diBw758k3r5JmyGjqFijVqFtn0Y++OAD7t27V+QZi4jUCIPmH0N06dKFjRs34ujoWBYiKvw7xOSMo/pXgcEfSqkApJR39T+jgG1AK+C+EKIKgP5nlL75XaBGnsur68sUnlIsVI4GVwDu7u6cOHGCEydOmNSPpY1uoRpzJxmpza80Wvu1ZPq0aURERBB37y4H164Epwp0HDKy9A/whHH//n2++uorXF2LTk6zuvdqPuv0WZHtcujUqRO//PKLkpnrKaPECkAIYSeEcMj5HegJBAM7gBwH6rHAdv3vO4CXhI42QKJi/3+6ydkDeHimb2ZmxuzZs5k1axYajcbI1Q+wstMpgF3LgoiLTM1Xd+pMAMEH9tC4QQOWz55ORlYWYea2BU77PgusWrWKIUOGmGymKW4u4O3bt7Nu3boSSKZQXinNf4kbcEQIcQE4BfwhpdwNfAr0EEJcA7rr/wbYBdwErgPfA1NLcW+Fckzbtr7MnPka6ekgpRqtNr1Am1deeQUvLy/u379fZH9W+hWAuYUZLu4FY+P082zAWz3aY6XOYtOJc2RqtERElL+5RUpKCrdv3+bu3btkGcqaVUouX77MwIEDi2y39dpWZh+ajVqrLlb/L7zwAvv27SupeArlkBIrACnlTSllM/2rqZTyI315rJSym5SyvpSyu5QyTl8upZSvSSnrSim9pJRnCr+DwpPKiRPnuBexmQ/e1+n+u3evFWhjZmbGd999h5OTE0eOHCm0Pytb3Uaug6s1ZmaGfdKtVDol0aVhHdatXcMYE0+ePkqSkpJYunQpw4YNQ0rJue+mMH9EG/z8/HB2dub06dMkJSVx9mzZHIdZu3Ytffr0KbLdkbtHCIoO4ujdoyy/sJxDdw6h0Ra9EmvRogUBj+Egm8Kj49lbJyv8K0ye7MiLY3SHr/r168TMma8ZnJXfuHGDwYMHs3r1aqObwhaWuq+prZOl0fslpWfwe3AIPxw/z4RXXmH9Tz+VwVOUnOXLl+Ph4cH+/fsZNmwYWq2WjtoTrJ83lHv37hETE4OPjw/Xrl1j4MCBtGnTpkhFWBhJSUl89NFHJrUNig7i6tarTFo2iaXnlzJ5+WTaTmpbpBKoU6cOv//+u0mb9wpPBkooCIVHhoODzl3zzVmOzJi+gkuXLvL3Q7kFvL292bt3LyNHjuT3339n8+bNBUJEpMTr4uRb2+d36UxJSQFg69lgAu9F8fL48Wyc/+8GV3uYY8eO0bRpU3r27En//v2pVi3PmQVzFegHWVtbXTC7Fi1acPPmTX755RdGjhzJ8ePHqV69usn3k1KSnJ3MxbsXWfnHSjqO7Uh8RjwJmQm5P/P+HpcRR0JmAtSEG4tvUMG/AnEH4qg3vR5H7h6hc43ORu8lhCAzMxONRmM054LCk4XyKSo8MmJj1WzZksaev9IYP/5V5s41nFvAy8uLgIAADh48iJmZGcuWLaNp06a0bt0aKysrnN1ssVCZYWVjgVqtJiYmBnd3d3r06IFbpUp4dunBlv/+97Gf4N26dSsjx4xkwPMD+PqLrw1EEhUY8oo2NzdnxIgRvPDCC2SbZfP1mq9p49+GTLPMfIN3fEY8iZmJxGfGk5CRQHxmPEmZSailzpZv/6o9r+17LbdfC2GBs7Uzzla6V13nulTNrsqRe0ewb2xPBf8KRO+IptLzlbBsYMmVuCuFKgApJf7+/kRERCguoU8JigJQeCQsX57E3r/TGDv2ZS5fLnpWbmVlRa9evQDIzs5m5syZXL16lb59+/LLL7+QkpnI7zvP8PyU9+nTpw+bN2/mwIEDWFsXz5PlUbFnzx6mTJlCVloWRxKOUK9RPV58+UVenf4qKkcV8ZnxtNSkcy/+GrvOfpM7iOedoSdmJuYO5isPrMzXv7kwx9nKGRdrF5ysnKjtVJvm1s1xsdL97WTpxKQXJ7Ft4zZqVqqJs5Uz9ir7AiEgDt45SGhSKFdPXyXuQByVnq9E3IE4KnhWoFHXwsNB37t3Dzs7OyVQ21OEogAUypw2bZpTrWo7kwZ+Q8yYMYMZM2bowjlHRJAcl4G9nT3Nqvty9/u7uSEkysvgDxAeHs7mzZvp0qULriNccervxDG7Yxw7ciy3ze7MBI7FX2ZVcDROVk64WLngbO2Mh6MHzSo1w8XaBWcrZxxVjnz+389p17wdMybOwMnaCQeVQ5FB2bx+8sKjlgfmhSRZ71KjC85WzvTe3Jvar9XGppENFTwr4HjfkQ7VOhTaf0BAAC1atChV9jCF8oWiABTKnOPHy8arxcbGhjp16nB+bxjqdIGdu2OR8YMeBwEBAYwfPz5fmYX+7EJWTBb3f7lP09pNMf9gES/UaseLlg5F5uFt/t/mfPrpp1R3qG7ygOvk5MT+/fvzpcLMi5QSiWTtpbXUHlCbD9p9wK3EWzTq2ogO1TpgblZ4lNXGjRszffp0k2RReDJQFIBCuScrXWcWycoont/6v8GNGzd47rnnuHPnDlZWVrnleXMrjxs7jgXzirca8vDwYPny5aSlpeVuGBdFUlISo0aNIiwsrEBydtCFf+i1RWdmm+g1kZ4epidaT0lJwcnJySQ3U4UnB8UNVKHck5WuwcxckJVetK/6v83y5ct5+eWX8w3+sT/HEv5eOIMaDOL6lesPMq0d+gxOGgzJYpDU1FTq1KlDfHy8Se3r1KlD69atWb58ucH64Jjg3N9HNRplshwAX375Ja+//nqxrlEo/ygKQKHck5mhxtzCjMy07MctSgF+/vlnXn755dy/fVv7Fhz4cwj6BUIPm9y3nZ0d7du3Z+fOnSZf88UXX/D555+TnJxcoC44NhgLMwtOjT5FJVvTAy0GBwfzzTff8OmnnxbdWOGJQlEACuUedZYGcwsz1FlaNEWkg/w3kVKyZMkSGjZsmFtWaG7l5EhQZ8KhRXB1d+6ZgMJo27YtZ86Yfmi+QYMGXL58GXt7+wLhJv648Qf1netjY1HQPFQY06ZN4+OPP1bCsz+FKApAodzT9oW6NO2ki22fmVZ+9gFSU1Np06aNaZu0WWks2h/Fgb174MDHHPhsNItGehWpBLp3706TJk2KJZejoyPbtm2jW7duJCY+CMcdlR7F5bjLJveTkJCARqPhp59+YuLEicWSQeHJQFEACuUex4o2uUHgcjaEywM7duxg5syZxhtkpUJkEFzaDr9Nxq+qOcM2J/PugXSGbYzHz+E+XPu70Hv4+PgweXLRCe0f5oUXXsDX15fmzZtz4MABAJZ2W8r+oftNuv6vv/7C29ubnTt3UrVqVcX18ylF8QJSeCKwstV9VTMe4T5Ah1bN8WvdlrfefsfAKd6CCCGwEtkQcQHibupesTcf/J4Sma+9f20LprRU8d/DWbzTyRL/6hqdgmjY2+g9QkJCmDt3Llu3bi3Ws5iZmfH111/Ts2dPfvvtN/z9/ameXZ2KNhULvU6j0TBq1ChOnjzJqlWr6N69e7Huq/BkoSgAhSeCnJDQj9IEdPT0efwsr9O04WrGjh33QBFkJEHcjQKD/KDIy4xskAjf5ZnF27tDhTr8f3v3HhxVmeZx/PskBlAJlwADBhJCZzLKMDsQEkhYkQGGBRGphFo2hQoBBnUL5eJYi2QLBapgHbwwgANiseAUtxkgq0jcZbjoGhUXIReQmDFgQC5BCMLIRYcATd79ow9My5B0p9OXk+7nU3UqJ2+fyy8nb86b854bPx4Ccd2gXbLr+3OH+WDhBJYXX+OFAc1YXnyNQSktGdSp/hfWnzhxgnPnzvn8M40YMYIRI0ZQW1vLqFGjqKmpoV+/fowYMYJRo0aRn59PdXU1paWlpKSk8Pzzz/PII4+wcuVKveM3AmgDoGwvo08/Huj7S7oxmKsBPgewaEgUs/rBVxfWcWLOWlp2upPYqCs/nCg2HuIcmJRh/G/FaQaPfty1k2/bDZq3vP2C26VQVOVkU05LBnWNYlBKS4oudWRQyu1v2rqhpKSE1NTURv9cUVFRlJaWsm/fPoqLi7l8+TLGGDZv3kxcXBz9+/enf3/XncDZ2dmNXp9qGrQBULa3t/hTOkTdS7dUWPv7PzC5yxivumh81f7uKNrfDZeuwNtl33GtVSKP571i7eSToJnrfEQLYDCuZxfFeHr5/OZ/5bn7Y+AXMyEqhkGd/sG18/dw9+3ly5fJyMjwy88VFRVFWloaaWlpN8s2btzol2WrpklPAqsmYXhqLgBnj9Vw30+6M23K9IC99evUpVp+/V4tSa87+SxhIg+/VAjdR0LHHjd3/jcsXbqU5557zvNCu/RxfR0wA34xw9Xv72HnDzBnzhzGjBnjw0+hlGfaAKgmpUdCBpOHvcSbq37PuMdy/b78X79Xy89WXkd651J+8Ai/fW1ZvY9wePjhh1m7di0XL16sf8H3T4M5513vBPDSwoULyc/P1ytwVMBoA6CajO8uX+BP+9ayfEcekx7/Fev+4N8XlN/fp5fXO/4bkpKSyM7OZubMmZ5X0IAd+aFDh1iwYMEPumuU8jc9B6CahM1736CocicTxo9n5ZYvAvLyl1179/k038KFCykoKPBbjqtXrzJx4kRmz56Nw+Hw23KVupU2AMr2+qZn0iMznnVbG7fjN8Zw/fp1ampqWLNmDcYY2rRpQ2ZmJsnJyT4vt3Xr1owbN47169fjcDjo16+fz8sC17X4I0eO5Omnn/Y8sVKNoF1Ayvb2FO1mye8W+7zzr6ioYPr06XTo0IGCggKuX79OWVkZ5eXlFBQUsHnzZgBmz57NJ5984vNLz+Pi4sjKymLdunU+LePrr79mwoQJnD9/nry8vL97N7JS/qZHACqslZeXM2TIECZNmkRxcTFJSUkALF++/AfT1dbWEhcXx8SJE4mPj2fVqlUNPioYPnw427ZtY/z48VRVVZGXl+fVfFeuXGHNmjXMmjWLyZMn0759/XfrKuUv2gCosFRYWEhZWRlTp07l+PHjHq/Tj4qK4plnnmHq1KksWbKEkpISn7qFevfuTXFxMd9//z1VVVU88cQT5OTkkJ6eTvfu3bnjDtef3NmzZ2+uo1mzZuTn57N9+3a/3PSllLf0GFOFnW3btpGTk8N997lecu7xJi030dHRPPvss+Tk5LBy5UoWLVrU4PU3b96cuLg4OnTowGOPPcbOnTsZPXo0y5Yt46OPPiI2Npbk5GQWLFjA0aNHSUxMZMeOHbrzV0GnRwAqrJSVlZGbm8uWLVsafTJ22LBhDBgwgM6dO5OTk9Pg+Zs3b87YsWMZO3Ys4DoJ7XQ6OXnyJC1bttQ+fhVyWgNVWHE4HBQUFDR65w+QkJDApk2bmDp1KtXV1Y1enogQExNDq1atdOevbEFroQob69ev59ixY2RmZvptmX369GHFihVev5hdqaZEGwAVFpxOJzNnzuTaNf+/LyArK4uKigpOnz7teWKlmhBtAFRYePfdd0lKSqJnz54BWf7q1at5/fXXA7JspUJFGwAVFgoLC306UeutnJwcduzYEbDlKxUKQb8KSEQeBJYA0cBKY8yCYGdQ4Wfx4sVedf/07tuPjIy+DB4zmVM10fSIb8XAe39EdFT9D2pLTU2lrKwMp9N581p+pZq6oNZkEYkGlgH/BFQBRSJSYIz5czBzqPCzdOlSnnrqKY/T7Svey2GJ563TG7jLkU7t158T99cqSvJ/V28jEBsby5YtW3x+TIRSdhTsLqC+QKUx5ogx5iqwAcgKcgYVZowxTJs2zatLK+90pHGnI51z/7OI87vWc/Kt33AmphNv7z7ocd7u3btrA6DCSrAbgM7ACbfvq6yym0TkSREpFpHib775JqjhVNMkIkRHR+N0en5fcLOOybTo+nNiUx/iwv9tIDb1IWISe/Ifyz2/W2Do0KEcOnTIH5GVCrT2N/aj1vDk7SayXWemMWYFsAIgPT1d/91SXunatSuHDx+++fiHulytPkzNsQNc2reV1v84hkv7tnJXQg+enzau3vmcTifHjh0jISHBn7GVCpSzxph0TxMFuwE4Cbj/BXWxypRqlI0bN9KlSxeP010+UkJMuwTajXiWuxxptHL0JO6vVYzKvLfe+SoqKoiPj6d169b+iqxUyAW7ASgCUkSkG64d/xjg0SBnUJYPP/wQgIEDB4Y2iB8YY7h06RKtWrWqd7rYNm1pebqUjh3uprbqMs2+P8Od57/il4MH1TtfTU0NEB7bKtT2799Pr169Qh1DEeQGwBjjFJEpwHZcl4G+aYwpD2YGFZ6cTicHDhwgIyOj3qd/9v75z1wj3x13DV6KiYkhPj6+sTEV0KtXLx59VP/vs4OgnwMwxmwFtgZ7vervhdsVLbm5uTgcDubOnevX5b7zzju8/PLLfPzxx35drlKhpncCq7Axf/58li1bxvHj3v9n78m3337LlClTePHFF/22TKXsQhsAFTYSExMpKSkhMTHRb0c3M2bMIDs7W/v+VVjSBkCFlcTERIqKihg8eDDnz5/3eTlOp/PmE0ZfffVV/wVUyka0AVBhJy0tjZ49e9KnTx927drV4PkrKysZNGgQS5cuJSUlhRYtWgQgpVKhpw2ACjtRUVEsXryYV155hXnz5lFbW8uFCxe8mnf+/PlkZmYyevRopk2bFuCkSoWW7e4EVspfsrOzyc7OBmDkyJFcvXqV/v3788ADD5CVlcXu3buprq6mtLSUmJgYXnjhBbp27cqePXtITk4ObXilgkAbABUR3n//fQoLCykqKmL//v1kZWWxYMECrl+/Tq9evcjIyABg3Lj6HwmhVDgRO18Lnp6eboqLi0MdQymlmhQRKfHmWUB6DkAppSKUNgBKKRWhtAFQSqkIpQ2AUkpFKFufBBaRb4Bjoc4BtAfOhjpEHeycDeydT7P5zs757JwNgpOvqzGmg6eJbN0A2IWIFHtzRj0U7JwN7J1Ps/nOzvnsnA3slU+7gJRSKkJpA6CUUhFKGwDvrAh1gHrYORvYO59m852d89k5G9gon54DUEqpCKVHAEopFaG0AVBKqQgV8Q2AiPyLiJSLSK2IpLuVJ4nIZRHZbw1vuH2WJiJlIlIpIq+JiFjlcSKyU0S+tL62DVQ+67N/tzIcFJFhbuUPWmWVIpLnVt5NRPZY5RtFpFlj87kte66InHTbXg/5mjMYQrlutwxHrXq0X0SKrbLb1iFxec3Ke0BEevs5y5sickZEPncra3AWERlvTf+liIwPcD5b1DkRSRCRD0Tkz9bf6nSr3Dbbr07GmIgegO7AvUAhkO5WngR8Xsc8e4FMQIA/AcOt8peBPGs8D3gpgPl+CnwGNAe6AYeBaGs4DDiAZtY0P7Xm2QSMscbfACb7cTvOBf7tNuUNzhmE33nI1n1LjqNA+1vKbluHgIesuiZW3dvj5ywDgN7udb6hWYA44Ij1ta013jaA+WxR54B7gN7WeCxwyMpgm+1X1xDxRwDGmC+MMQe9nV5E7gFaGWM+Na7f2hog2/o4C1htja92Kw9EvixggzHmijHmK6AS6GsNlcaYI8aYq8AGIMs6ShkM/Jc/83mhQTmDkIcQr9uTuupQFrDGuHwKtLHqol8YYz4C/tLILMOAncaYvxhjvgV2Ag8GMF9dglrnjDGnjDGl1vgl4AugMzbafnWJ+AbAg24isk9EPhSRB6yyzkCV2zRVVhlAR2PMKWv8NNAxgNk6Ayduk6Ou8nbAeWOM85Zyf5piHdK+6db91dCcwRDKdbszwA4RKRGRJ62yuupQKDI3NEsoMtqqzolIEpAK7KEJbL+IeCOYiLwHdLrNR7OMMVvqmO0UkGiMOSciacA7ItLD23UaY4yIeHWNrY/5gq6+nMByYB6undo8YCHwq+Cla5L6G2NOisiPgJ0iUuH+YUPqUKDZKYsbW9U5EWkJvAU8Y4y56DrodrHp9ouMBsAYM8SHea4AV6zxEhE5DPwEOAl0cZu0i1UGUC0i9xhjTlmHdGcClc9aZ0IdOW5Xfg7XoeYd1lGA+/Re8TaniPwn8N8+5gyG+jIFjTHmpPX1jIhsxtVFUVcdCkXmhmY5CQy8pbwwUOGMMdU3xkNd50QkBtfOf70x5m2r2NbbD7QLqE4i0kFEoq1xB5ACHLEO6S6KSKbVr54L3PgvvQC4ceZ+vFt5IBQAY0SkuYh0s/LtBYqAFHFd8dMMGAMUWOcrPgBGByLfLf3Ro4AbV2s0KKe/8ngQynUDICJ3i0jsjXFgKK5tVlcdKgByrStIMoELbt0LgdLQLNuBoSLS1uqOGWqVBYRd6py1H1gFfGGM+a3bR7befoBeBYSr4lTh+m+/Gthulf8zUA7sB0qBkW7zpOOqbIeBpfztjup2wPvAl8B7QFyg8lmfzbIyHMS6Esn87SqDQ9Zns9zKHbj+ECqBfKC5H7fjWqAMOICrgt/ja84g/d5Dtm6338Vn1lB+I0NddQjXFSPLrLxluF0R5qc8f8TV7XnNqm+TfMmCqwum0homBjifLeoc0B9XN9QBa3+x31qPbbZfXYM+CkIppSKUdgEppVSE0gZAKaUilDYASikVobQBUEqpCKUNgFJKRShtAJRSKkJpA6CUUhHq/wH4u9kbiy1YtgAAAABJRU5ErkJggg==\n", + "image/png": 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\n", "text/plain": [ - "<Figure size 432x288 with 1 Axes>" + "<Figure size 640x480 with 1 Axes>" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -225,11 +313,11 @@ ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], - "source": [] + "source": [ + "The optimization now works by using the individual x and y coordinates of the turbines to move them around the wind farm. With this modification, it is also possible to use the `XYPlotComponent` from TOPFARM, as it can only take the x and y positions as arguments instead of the inter-turbine spacings (sx and sy)." + ] } ], "metadata": { @@ -239,9 +327,9 @@ "provenance": [] }, "kernelspec": { - "display_name": "Python [conda env:om3]", + "display_name": "Python 3 (ipykernel)", "language": "python", - "name": "conda-env-om3-py" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -253,7 +341,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.5" + "version": "3.9.13" } }, "nbformat": 4, diff --git a/docs/notebooks/roads_and_cables.ipynb b/docs/notebooks/roads_and_cables.ipynb index 1efb48ae9cc2860a23f79e6f06dd92f774e18213..f5e50cc9b116ade2b81ac650e377459468ae7646 100644 --- a/docs/notebooks/roads_and_cables.ipynb +++ b/docs/notebooks/roads_and_cables.ipynb @@ -14,9 +14,23 @@ "[Try this yourself](https://colab.research.google.com/github/DTUWindEnergy/TopFarm2/blob/master/docs/notebooks/roads_and_cables.ipynb) (requires google account)\n" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this example, a layout optimization with the Internal Rate of Return (IRR) as the objective function is performed. The cost of cables and electrical grid cable components are specified within the cost model to see how these are incorporated into the optimization and their influence on the results. Both the NREL and DTU cost model can be selected to perform the optimizations and analyze their differences." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Install TOPFARM if needed**" + ] + }, { "cell_type": "code", - "execution_count": 0, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -35,7 +49,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -51,16 +65,22 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let's import a few classes" + "**First, let's import a few TOPFARM classes and basic Python elements**\n", + "\n", + "In addition the the common TOPFARM elements such as the `CostModelComponent`, `TopFarmProblem`, optimization driver and constraints, here we are importing some electrical components that will calculate the influence of cabling costs in the optimization.\n", + "\n", + "**ElNetCost** will calculate the cost associated to the electrical connection in the wind farm, considering the cost per meter cable used. This cost will serve as input to the IRR calculation alongside the AEP of the wind farm, to obtain the total IRR when cabling is added to the optimization problem." ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", + "import matplotlib.pylab as plt\n", + "\n", "from topfarm.cost_models.cost_model_wrappers import CostModelComponent\n", "from topfarm import TopFarmGroup, TopFarmProblem\n", "from topfarm.easy_drivers import EasyRandomSearchDriver, EasyScipyOptimizeDriver\n", @@ -70,16 +90,27 @@ "from topfarm.cost_models.electrical.simple_msp import ElNetLength, ElNetCost, XYCablePlotComp\n", "from topfarm.cost_models.utils.spanning_tree import mst\n", "\n", + "#classes to define the site to use\n", "from py_wake.site import UniformWeibullSite\n", - "from py_wake.site.shear import PowerShear\n", + "from py_wake.site.shear import PowerShear" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We create a function to set up the site wind speed conditions and the turbines' initial positions. Since the **UniformWeibullSite** will be used, which describes a site with uniform and Weibull distributed wind speed. Some key parameters must be specified: \n", "\n", - "import matplotlib.pylab as plt\n", - "\n" + "- the probability of wind direction sector, f\n", + "- the Weibull shape parameter, k\n", + "- the Weibull scale parameter, A\n", + "\n", + "In addition, the turbulence intensity and shear exponent are selected. " ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -93,10 +124,13 @@ " ti = 0.001\n", " h_ref = 100\n", " alpha = .1\n", + " \n", " site = UniformWeibullSite(f, A, k, ti, shear=PowerShear(h_ref=h_ref, alpha=alpha))\n", + " \n", + " #setting up the initial turbine positions\n", " spacing = 2000\n", - " N = 5\n", - " theta = 76 # deg\n", + " N = 5 #number of turbines per row\n", + " theta = 76 #inclination angle of turbines\n", " dx = np.tan(np.radians(theta))\n", " x = np.array([np.linspace(0,(N-1)*spacing,N)+i*spacing/dx for i in range(N)])\n", " y = np.array(np.array([N*[i*spacing] for i in range(N)]))\n", @@ -115,13 +149,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Setting up the site to optimize\n", - "We will use the IEA-37 site, using the DTU 10MW reference turbine" + "### Specifying the additional parameters needed for the cost models\n", + "\n", + "We will use the IEA-37 site and the DTU 10MW reference turbine as the wind turbine object. The diameter of the rotor, rated power, hub heights and rated rpm are specified as they correspond to the inputs for the two cost models." ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -155,12 +190,12 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -180,13 +215,13 @@ "metadata": {}, "source": [ "### Setting up the AEP calculator\n", - "- Using the Gaussian wake model from Bastankhah & Porté Agel\n", + "- Using the Gaussian wake model from [Bastankhah & Porte Agel](https://topfarm.pages.windenergy.dtu.dk/PyWake/notebooks/EngineeringWindFarmModels.html#BastankhahGaussianDeficit)\n", "- Based on 16 wind direction to speed things up (not critical here because we will be using the RandomSearch algorithm)" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -207,29 +242,30 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([48951465.12270607, 48201050.47235204, 48074496.39187684,\n", - " 48091563.80680869, 48445617.28814225, 48836394.16658428,\n", - " 48071863.46810313, 47814362.6852063 , 47837628.23097131,\n", - " 48208400.31612337, 48842864.111101 , 48084779.74156096,\n", - " 47877873.48662869, 47893042.54928257, 48272147.94935018,\n", - " 48739999.86619873, 47999291.34685232, 47768651.4696867 ,\n", - " 47854282.08031107, 48249587.04727601, 48779201.65440664,\n", - " 48053197.5070104 , 47829089.74539277, 47887992.1373282 ,\n", - " 48326743.1406377 ])" + "array([48846666.47398125, 48076092.23666706, 47944165.03642996,\n", + " 47960611.08905267, 48321458.12536133, 48724302.1125211 ,\n", + " 47944055.20081887, 47677174.31239147, 47699818.49584734,\n", + " 48077384.1359745 , 48730772.05703812, 47956971.4742767 ,\n", + " 47746058.23357575, 47760605.9339205 , 48158379.95981343,\n", + " 48615025.49183208, 47864760.06397984, 47630113.20104554,\n", + " 47721845.464949 , 48135819.05773869, 48650994.84475809,\n", + " 47915433.78885604, 47687319.04146974, 47752944.44899338,\n", + " 48219457.74599594])" ] }, - "execution_count": 17, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ + "#individual AEP per turbine\n", "aep_func(site.initial_position[:,0], site.initial_position[:,1])" ] }, @@ -238,19 +274,19 @@ "metadata": {}, "source": [ "### Setting up the NREL IRR cost model\n", - "Based on the 2006 NREL report" + "Based on the 2006 NREL report (https://www.nrel.gov/docs/fy07osti/40566.pdf)" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "from topfarm.cost_models.economic_models.turbine_cost import economic_evaluation as EE_NREL\n", "\n", "def irr_nrel(aep, electrical_connection_cost, **kwargs):\n", - " return EE_NREL(Drotor_vector, power_rated_vector, hub_height_vector, aep, electrical_connection_cost).calculate_irr()\n" + " return EE_NREL(Drotor_vector, power_rated_vector, hub_height_vector, aep, electrical_connection_cost).calculate_irr()" ] }, { @@ -263,21 +299,21 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "from topfarm.cost_models.economic_models.dtu_wind_cm_main import economic_evaluation as EE_DTU\n", "\n", - "distance_from_shore = 10.0 # [km]\n", - "energy_price = 0.2 / 7.4 # [DKK/kWh] / [DKK/EUR] -> [EUR/kWh]\n", - "project_duration = 20 # [years]\n", - "water_depth_array = 20 * np.ones([n_wt])\n", - "Power_rated_array = np.array(power_rated_vector)/1.0E3 # [MW]\n", + "distance_from_shore = 10.0 # [km]\n", + "energy_price = 0.2 / 7.4 # [DKK/kWh] / [DKK/EUR] -> [EUR/kWh]\n", + "project_duration = 20 # [years]\n", + "water_depth_array = 20 * np.ones([n_wt]) # [m]\n", + "Power_rated_array = np.array(power_rated_vector)/1.0E3 # [MW]\n", "\n", "ee_dtu = EE_DTU(distance_from_shore, energy_price, project_duration)\n", "\n", - "\n", + "#setting up the IRR cost function\n", "def irr_dtu(aep, electrical_connection_cost, **kwargs):\n", " ee_dtu.calculate_irr(\n", " rated_rpm_array, \n", @@ -299,14 +335,14 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 10, "metadata": { "scrolled": false }, "outputs": [ { "data": { - "image/png": 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KWltb4+fnx9atWwE4duwYb7zxBk8++SS1atVCr9dz/PhxvvrqKypWrMikSZPMx44dO5alS5fSo0cP3nnnHapVq8aJEyeYPn06Hh4ePPvss7fFl56ezssvv8yUKVOoWbOm+f5evXoxdepUypcvz/nz59m6dStvvfVWjmP37duHlZWVxXv+lBLEgsNmimJxCxYskM6dO4ubm5tYW1tLhQoVxM/PTxYvXpyn47lDMXJiYqI4ODjIF198cc9z3KlGJ7cF7bJrdG4t7s3L+XP7GT58+G3nvvk+f39/efjhh8XT01NsbGzEwcFBWrduLXPmzLltdlJ+Xsvvv/9eGjZsKA4ODuLk5CSdO3eWP/74I9f4hw8ffsf4b63BuVO7m9/qzp8/L4888ohUqVJFbG1txc7OTpo0aSIzZszI1+rUqampUrdu3Vz/X2zevFmaNGkiDg4O0q5dOzly5Mg9z/fTTz+JlZXVbbUuucnt2nOLb9asWdK0aVMpV66cuLq6Srt27WTJkiW3rdgM5Kh9Cg8Pl6FDh0rt2rXFwcFBDAaD1KpVS1555RW5cuXKbc91+PBhGThwoFStWlVsbW2lVq1a8tJLL+XaVkTk/fffl2bNmt1WqBwZGSlPPvmkODs7S7Vq1eTrr7++7djOnTtL//7973rtinIznYhadUlRCtpPP/3E66+/TnBwsMV7dJSSIS0tzbweTW5rOClaj2TdunXZuHFjgS2sqJR+KtFRlAJmNBpp1KgRw4cP57333rN0OEoJMnfuXKZMmcKlS5fuq4amtHv++ecJCQlh8+bNlg5FKUFUjY6iFLDg4GCGDh3KxIkTLR2KUsKMGjWKuLg4Ll26lGMWlaJ9gahdu/Zdt4hQlNyoHh1FURRFUUottY6OoiiKoiillkp0FEVRFEUptVSioyiKoihKqVWmi5FNJhNXr16lXLlyFl9SX1EURVGUvBEREhMTqVy58j23bSnTic7Vq1epVq2apcNQFEVRFOU+BAcH33GbkWxlOtEpV64coL1Q5cuXt3A0iqIoiqLkRUJCAtWqVTN/jt9NmU50soerypcvrxIdRVEURSlh8lJ2ooqRFUVRFEUptVSioyiKoihKqaUSHUVRFEVRSq0yXaOjKIqi3F1WVhaZmZmWDkMpY6ysrLC2ti6QpV9UoqMoiqLkKikpiZCQENSWiIolODg44OXlhcFgeKDzqERHURRFuU1WVhYhISE4ODhQqVIltaiqUmREhIyMDK5du0ZgYCB169a956KAd6MSHUVRFOU2mZmZiAiVKlXC3t7e0uEoZYy9vT02NjZcvnyZjIwM7Ozs7vtcqhhZURRFuSPVk6NYyoP04uQ4T4GcRVEURVEUpRhSiY6iKIqiKKWWSnQURVGUApeenl5iZmvpdDr++OOPu7YZMWIEjz32WJ7PGRQUhE6n4+jRow8U24NYtGgRFSpUuGe7vFx/SZbvRGfXrl3079+fypUr5/riiAhTpkyhcuXK2Nvb07VrV06ePJmjTXp6Oq+++ipubm44OjoyYMAAQkJCcrSJjY1l2LBhODs74+zszLBhw4iLi8vR5sqVK/Tv3x9HR0fc3Nx47bXXyMjIyO8lKYqiKAVERLhw4QK1a9emffv2bNy4sUgTnvwmJABhYWH06dMHuHOC8r///Y9FixYVTJBF5JlnnuHcuXPm21OmTKF58+a3tbv5+kujfCc6ycnJNGvWjNmzZ+f6+GeffcaXX37J7NmzOXjwIJ6envTo0YPExERzm/Hjx7NmzRpWrFjB7t27SUpKol+/fmRlZZnbDBkyhKNHj7JhwwY2bNjA0aNHGTZsmPnxrKws+vbtS3JyMrt372bFihX8/vvvTJw4Mb+XpCiKojyg7GQmKyuL/fv3ExoaSmhoKL1796ZNmzZs2LCh2PbweHp6Ymtre9c2zs7OeeodKU7s7e1xd3e/Z7u8XH+JJg8AkDVr1phvm0wm8fT0lE8++cR8X1pamjg7O8u8efNERCQuLk5sbGxkxYoV5jahoaGi1+tlw4YNIiJy6tQpAWTfvn3mNv7+/gLImTNnRETkn3/+Eb1eL6GhoeY2y5cvF1tbW4mPj89T/PHx8QLkub2iKEpZkZqaKqdOnZLU1NR7tk1JSZHTp09Lenq6iIjs3r1bANmyZYvMnz9fmjRpIoC0a9dONmzYICaTqdDiHj58uDz66KPm235+fvLqq6/Km2++KS4uLuLh4SGTJ0/OcczNn2VAjh8/P79cz7t+/Xrp2LGjODs7i6urq/Tt21cuXLhgfjwwMFAAOXLkyB1j9fb2lqlTp8rgwYPF0dFRvLy85JtvvsnR5vLlyzJgwABxdHSUcuXKyVNPPSXh4eHmx48ePSpdu3YVJycnKVeunLRs2VIOHjwoIiILFy4UZ2dn8++3XtvChQtvu34RkWPHjkm3bt3Ezs5OXF1dZeTIkZKYmHjbazxr1izx9PQUV1dXGTNmjGRkZNzxWu/H3f4G8/P5XaA1OoGBgYSHh9OzZ0/zfba2tvj5+bF3714AAgICyMzMzNGmcuXKNG7c2NzG398fZ2dn2rZta27Trl07nJ2dc7Rp3LgxlStXNrfp1asX6enpBAQE5Bpfeno6CQkJOX4URVGU+5eZmcn58+fNPfJGo9H8u42NDSNGjCAgIIANGzYA0Lt3bzp06MCWLVuKLMaff/4ZR0dH9u/fz2effcbUqVPZvHlzrm0PHDgAwJYtWwgLC2P16tW5tktOTmbChAkcPHiQrVu3otfrGThwICaTKV+xzZo1i6ZNm3L48GHeffdd3njjDXNsIsJjjz1GTEwMO3fuZPPmzVy8eJFnnnnGfPyzzz5L1apVOXjwIAEBAbzzzjvY2Njc9jzPPPMMEydOxMfHh7CwMMLCwnKcJ1tKSgq9e/fGxcWFgwcPsnLlSrZs2cK4ceNytNu+fTsXL15k+/bt/PzzzyxatKjYDu0V6IKB4eHhAHh4eOS438PDg8uXL5vbGAwGXFxcbmuTfXx4eHiu3W3u7u452tz6PC4uLhgMBnObW3388cd89NFH93FlSkl37tw5li1bRseOHSlfvnyube61XsjdHn+QYy157rL63KX1ugryuY1GI0ajkYyMjLuuZxIeHo7RaKR27dqEhoaSkZFBamoqAKmpqVy8eBGDwUDnzp1ZtGgR33zzDXPmzGHixIkcPHjwrvHkJ/ZsJpMJk8lk3p9LRGjSpAn/93//B0CNGjX49ttv2bRpE127ds1xvZmZmebhqfLly1OxYkVAS+ZuPe+AAQNyxPX9999TuXJljh07RuPGjTEajebzZv+emw4dOjBp0iQARo8eze7du/nyyy/p1q0bW7Zs4dixY5w/f55q1aoBsHDhQpo1a4a/vz+tW7fmypUrTJgwgTp16gBQs2ZN8/NmJ11ZWVkYDAYcHBywtramUqVK5ufPTkpNJhNZWVksXryY1NRUfvnlFxwdHQGYPXs2/fv359NPPzV/7rq4uDB79mysrKxo0KABffv2ZevWrYwcOTJP/5+KUqGsjHzrH6SI3POP9NY2ubW/nzY3e/fdd5kwYYL5dkJCgvmPRyndXn/9dfM3SkVR7s3b25t58+aRnp6ep/bnz5/H3t6exMREkpOTAa3XIzExEScnJxYuXMj333/P8ePHadKkCaNGjeLYsWMFHndMTAxJSUn8999/gLZfV61atcy3QdtD6ezZsznuCwoK4r///uPq1auA9uXo5s+SW88bEhLCvHnzOH78OPHx8eakYufOnRiNRvN5zp49e8dYMzIy8Pb2zlH4XLVqVVasWMHRo0fZsmULHh4eREdHEx0dbW5Trlw5Nm3ahI2NDYMGDWLUqFHMmzePNm3a0L17d6pWrQrA5cuXycrK4siRI4CWlKakpJhv3+zSpUscOXKEXbt2UatWLeLi4syJTseOHTGZTJw9e9ac6Pj4+GBlZWU+3svLi+PHj9/xWi2pQBMdT09PQHsxvby8zPdHRkaaXxxPT08yMjKIjY3N0asTGRlJhw4dzG0iIiJuO/+1a9dynGf//v05Ho+NjSUzM/O2np5stra2pbvgSrmjQ4cOmX+vUaPGbY/LPYokC/NxSz53cX+8OMdW2I9bOrbsjRTz+iXVwcHB/MGYkpICaInO0aNHmTt3LocPH6ZJkyZ88803tG/f/q7nLGjW1jk/6nQ6Xb6HmG41YcIEPDw8eO+996hUqRImk4lBgwYV6E7vd/p/dPMX+lGjRtGrVy/27NnD3r17+eGHH5gxYwbdunW77+fU6XTm/4c3u/lv4dbhsYJ4TQtLgSY6NWvWxNPTk82bN9OiRQtAy1h37tzJp59+CoCvry82NjZs3ryZp59+GtCmtp04cYLPPvsMgPbt2xMfH8+BAwdo06YNAPv37yc+Pt6cDLVv354ZM2YQFhZmTqo2bdqEra0tvr6+BXlZSing7u5OVFQUq1evZuDAgZYOR1GKvbS0NAIDA6lZs2ae9hmKiYkhLS2NcuXKme/7v//7P0JCQmjZsiUrV66kQ4cOREZG5jrFuaC4ublhbW1Nq1atAK33w8PDw3wboEKFClSoUCHHfXXq1KFVq1bmnpj69evn+CzJPq+vry/R0dEEBgayaNEiOnfuDMDu3bsBqF27Nr6+vuZhr0aNGt3xeg0GA8HBwTme5/PPP6dp06a0bNmS6Oho/ve//1GpUiXz6MOpU6dISkqid+/etGzZEoCWLVua39eGDBnCrl27mDhxIseOHcPKysrcztvbG1tbW/Ptm9WqVYuWLVvSqFEj1q1bl6O3Zs+ePej1eurVq3fP1784yncxclJSEkePHjV3tQUGBnL06FGuXLmCTqdj/PjxzJw5kzVr1nDixAlGjBiBg4MDQ4YMAbQpei+++CITJ05k69atHDlyhKFDh9KkSRO6d+8OQMOGDenduzcjR45k37597Nu3j5EjR9KvXz/q168PQM+ePWnUqBHDhg3jyJEjbN26lUmTJjFy5Mg71mAoZVNkZCSnTp0CoEuXLhaORlFKl+y6lexek8TERFxcXPDw8MDFxYX58+fz119/0bNnTzIzM3N8gBZH7u7u2Nvbs3HjRiIjI0lISLitZMLV1ZWKFSsyf/58c0Fu9tImOp3O/HPr7Vt/QEsiZs2axfnz55kzZw6rVq1i/Pjx6PV6evbsSdOmTRk2bBhHjx7l0KFDjBgxAj8/P9q0aUN6ejqvvfYau3btIjg4GH9/fw4dOkSjRo3Q6/Xm2qrs32vWrElgYCDHjh0jJiaGzMzMHG10Oh0PPfQQBoOBCRMmcOLECbZv386rr77KsGHD7jhaUtzlO9E5dOgQLVq0MPfYTJgwgRYtWvDhhx8C8NZbbzF+/HjGjBlDq1atCA0NZdOmTTmy/K+++orHHnuMp59+mo4dO+Lg4MDff/+d4x/A0qVLadKkCT179jT/z168eLH5cSsrK9atW4ednR0dO3bk6aef5rHHHuPzzz+/7xdDKZ127twJQNOmTc3fshRFKRhnz54lODgYa72exMREEhMTqVOnDv7+/vz22280b96cpKQkHBwc8PDwKPZ1kdbW1nzzzTfm4uJHH330tjZ6vZ4VK1YQEBBA48aNeeONN5g1a9Z9Pd/EiRMJCAigRYsWTJs2jS+++IJevXoBN1YsdnFxoUuXLnTv3p1atWrx66+/AtrnYHR0NM899xz16tXj6aefpk+fPnecdPPEE0/Qu3dvunXrRqVKlVi+fHmOx1NTUzEYDMyePZuEhARat27Nk08+ycMPP3zHtfNKAp3ca6C2FEtISMDZ2Zn4+HjVC1SKjR07ljlz5vDaa6/xv//9z9LhKEqJkNehq/DwcCIjIqiv0xEuQpqdXY4vtomJidilpVHNzQ19lSpFEXqJUaNGDcaPH8/48eMtHQoAERERBAcH4+zsTN26dS0dzl3/BvPz+V0os64UpTjZsWMHAH5+fpYNRFFKIVdXV8pHR2Obmko1nY4MDw8y9HqMRqM2lVmvxyYxEcLCyLSywub6pBWl+MneweDmRLU0UJt6KqWaqs9RlMKTlZVFRmAgDqmpCHDFxgabcuUoX748WVlZJCQkcCoigrDr7a1DQiA+3pIhK3cgIqU20VE9Okqpll2f06RJE9zc3CwcjaKUHiaTiaTAQJyvfzhmVq6Mh4sLVlZWiAhXrlzBysoKFxcXnCtVgvBwdDExcPEi1K8P16eil2VBQUGWDsEsNTWVrKws9Ho9Dg4Olg6nQKlERynVsoetbl4BVVGUByMiJIWGUj4uDoCMSpUw3LQdj06no2XLljnX4KlRAzIzITERzp+Hhg1BrWtWbGT35jg5OeV5FeqSQg1dKaVado+OSnQUpWCICEkREThFRqIDMp2dMVSvflu72z4s9XqoUwccHMBohHPntMRHKRZK67AVqERHKcUiIyM5efIkoOpzFKWgJEVF4XD1KnoRspycsKldG/LaA2BlpSU7BgOkp8OFC3B9ryXFckpzfQ6oREcpxXbt2gWo+hxFKSgxkZHYh4ZiZTKRZWeHVd26Wk9NfhgMULcuWFtDcjJcugRld5WTYqE01+eASnSKPaPRSEJCgnmHWSXvVH2OohSc2OhonMLDsTYaybK2xqpePa2H5n7Y22s9OzqdNgvr8mWV7FjQzfU5d9upvqQqfVdUimRmZuLl5YWzszO2trY88cQTbN269Z6b8SkalegoSsGIj4/HLiwMQ0YGJr0eq/r1tZ6ZB+HkBLVqab9HRUFY2N3bK4WmNA9bgUp0ip3Y2FgGDRpEcHAwNjY2/PbbbyxfvpxPP/2Us2fP0rNnTw4cOGDpMIs9VZ+jKAUjOTkZq6tXsU9LQwBd3bpaj0xBcHGB7ELmq1fh2rWCOa+SZyJCUlIScCPRGTFiBI899thdj9uxYwc6nY646zPvijOV6BQj6enp9O/fn82bNxN2/dtNt27dGDRoEBMnTuT48eOcPn2atm3bWjjS4k/V5yjKg0tPT8cUGYlTcrJ2R82a6PL4rX/KlClMmzYt18emTZvGlClTtBvu7uDlpf1++TIUwAdneHg4r776KrVq1cLW1pZq1arRv39/tm7d+sDnLkzZe1sVpdTUVIxGY476nP/9738sWrTI3KZr1663bVPRoUMHwsLCcHZ2LsJo749KdIqR5cuXs2fPHtauXUubNm3IjEolfkMg0cvPEL8hEGN0GvXq1SMlJYW33noLf39/S4dcbKlhK0V5MFFRUWQlJFDuepIjVaqgy8emuFZWVnz44Ye3JTvTpk3jww8/zLmLeeXKkH3uS5e0IuX7FBQUhK+vL9u2beOzzz7j+PHjbNiwgW7dujF27Nj7Pq+IYDQab7s/IyPjvs9ZHORWn+Ps7EyFChXuepzBYMDT07NkrLkjZVh8fLwAEh8fb+lQRESkdevW0rt3bxEReXfkRJnY+UUJfneXBL+zS4Lf3SUTO78o746cKFlZWVK3bl0ZNGiQhSMuvnx8fASQ33//3dKhKEqJEx0dLSvfeUdOrl8vqQcPSlZQkIjJlO/zTJ06VQCZOnVqrrdzyMoSOXtW5OBBkSNHRFJT7yv2Pn36SJUqVSQpKem2x2JjY0VEJDAwUAA5cuRIjscA2b59u4iIbN++XQDZsGGD+Pr6io2NjWzbtk38/Pxk7Nix8sYbb0jFihWlS5cuIiJy8uRJ6dOnjzg6Ooq7u7sMHTpUrl27Zj6/n5+fvPrqq/Lmm2+Ki4uLeHh4yOTJk82Pe3t7C2D+8fb2zvX6smNfvny5tG/fXmxtbaVRo0bmuLPt2LFDWrduLQaDQTw9PeXtt9+WzMxM8+MrV66Uxo0bi62trTg7O0unTp3Mr9nw4cPl0UcfNf9+c1yABAYGml+f7NdURGTVqlXSqFEjMRgM4u3tLZ9//nmOmLy9vWXGjBny/PPPi5OTk1SrVk2+//77XK9TRCQ1NVVOnTolqbn8LeTn81slOsUk0YmKihIvLy9ZuXKlZFxLkYmdXxRAJnZ6UYLf3iUTO12/3flFybyWIjNmzBAHBwdLh10sRUREmP9B3vxGoyjKvUVFRcmid96R2Hr15NT69ZJy5sx9JTnZspMbg8Fw5yQnm9EocvKkluwcOyaSkZGv54qOjhadTiczZ868a7v8JDpNmzaVTZs2yYULFyQqKkr8/PzEyclJ3nzzTTlz5oycPn1arl69Km5ubvLuu+/K6dOn5fDhw9KjRw/p1q2b+fx+fn5Svnx5mTJlipw7d05+/vln0el0smnTJhERiYyMFEAWLlwoYWFhEhkZedfYq1atKqtWrZJTp07JSy+9JOXKlZOoqCgREQkJCREHBwcZM2aMnD59WtasWSNubm7mxOrq1atibW0tX3zxhaxbt06WL18uX375pSQmJopIzkQnLi5O2rdvLyNHjpSwsDAJCwsTo9F4W6Jz6NAh0ev1MnXqVDl79qwsXLhQ7O3tZeHChebYvb29xdXVVb777js5f/68fPzxx6LX6+X06dO5XqtKdApAcUp0bha3/pLWg3M9uTFY2dxIet7dJXHrL8mCBQsEyJGhK5qVK1cKII0bN7Z0KIpSokRFRckXb74psc7OkurtLSe3bpXU5OQHPm92kmMwGO7dOCNDS3IOHtSSHqMxz8+zf/9+AWT16tV3bZefROePP/7Icayfn580b948x30ffPCB9OzZM8d9wcHBAsjZs2fNx3Xq1ClHm9atW8vbb79tvg3ImjVr8hT7J598Yr4vMzNTqlatKp9++qmIiPzf//2f1K9fX0w3JajfffedODk5SVZWlgQEBAggp0+floMHD0pAQIBkZWWZ296c6GTH/vrrr+eI49ZEZ8iQIdKjR48cbd58801p1KiR+ba3t7cMHTrUfNtkMom7u7vMnTs312stqERH1egUI3K9+t0Ymw4C4zsOx2BlQ0ZWJgYrG8Z3HA5ZJozhCURGRmJnZ4e1tdqu7FaqPkdR8i8pKYkF33zDoCVLqBAfT2bVqujc3fO/IOAtpk2bRkZGBgaDgYyMjDsWKJvZ2NxYUDAlRdsE1GTK03PJ9aU3CrJupFWrVve8LyAggO3bt+Pk5GT+adCgAQAXL140t2vatGmO47y8vIiMjLyvuNq3b2/+3dramlatWnH69GkATp8+Tfv27XO8Dh07diQpKYmQkBCaNWvGww8/TOvWrXnnnXf4559/iH/AXeVPnz5Nx44dc9zXsWNHzp8/n2MduJtfA51Oh6en532/BnmlEp1iZPjw4Tz77LNYu9iCDr7e87M5ycnIyuTrPT+DCFYrFjHI1pbPP//c0iEXSyrRUZT8SUtLY8433/DYsmVUDgvD6OqKzYIF978g4HXZhcdTp04lPT2dqVOn5lqgfBs7O21BQb0eEhLyvKBg3bp10el05g/8O8kuupWbzpl5h323HHPZZf3W+0wmE/379+fo0aM5fs6fP59jeQsbG5scx+l0Okx5TOLyIjuxEZHbkr2bk0ArKys2b97Mjz/+SM2aNVm2bBn169cnMDDwvp/7bs95s8J+DXKjEp1ipFOnTqxdu5bLjrF8vftnvtj9ExM7vcjFSVuZ2OlFvtj9E1/vXYzT/pV4v/EGY/fuhZgYS4ddrFy7dk2tn6Mo+WA0Gvlu9mweXrWKuhcuYLK1xXr9+hvr29ynm5OcDz74AIAPPvgg78nOzQsKRkdr6+zcg6urK7169eK7774jOZeZW9lrvlSqVAnAvIwHwNGjR+99UXfQsmVLTp48SY0aNahTp06On9wSpTuxsbHJ8yr4+/btM/9uNBoJCAgw9yI1atSIvXv35kg09u7dS7ly5ahSpYr5vvr16/Pyyy/j7++PwWBgzZo1uT6XwWC4Z1yNGjVi9+7dOe7bu3cv9erVyznDzgJUolOMDB06lObNm9Pr6b6keMLEzi8yvvNw0MH4zsOZ2PlFssRISsOHEJ0eli0DHx/4+29Lh15sZK+f07hxY/ObmaIouTOZTMydO5cW//yD75EjiF6P/rffoE2bBz53VlZWjiQnW3ayk6cP9AoVwNtb+z0sDPIwxDFnzhyysrJo06YNv//+O+fPn+f06dN888035uEee3t72rVrxyeffMKpU6fYtWsX77//fn4v0Wzs2LHExMQwePBgDhw4wKVLl9i0aRMvvPBCvrbvqVGjBlu3biU8PJzY2Ni7tv3uu+9Ys2YNZ86cYezYscTGxvLCCy8AMGbMGIKDg3n11Vc5c+YMf/75J5MnT2bChAno9Xr279/P1KlTOXbsGBEREWzYsIFr167RsGHDO8a1f/9+goKCiIqKyrUHZuLEiWzdupVp06Zx7tw5fv75Z2bPns2kSZPyfP2F5p5VPKVYcSxGDg8PF19fX7GyspKrpy9L3PpLcvLL7bLz4zXyWLd+Ut25sux+7TcJHzZPMty8RbQOXZHhw0VumuZXVo0bN04AGTdunKVDUZRib9WqVbL60UdvvI/MmWN+7G6FoEUuNFQrTj54ME/vc1evXpWxY8eKt7e3GAwGqVKligwYMCDHFOxTp05Ju3btxN7eXpo3by6bNm3KtRg59pbny60wV0Tk3LlzMnDgQKlQoYLY29tLgwYNZPz48eaC4NyOe/TRR2X48OHm23/99ZfUqVNHrK2t7zm9fNmyZdK2bVsxGAzSsGFD2bp1a452d5tefurUKenWrZu4uLiIwWCQevXqybfffms+9tZi5LNnz5pfK/IwvdzGxkaqV68us2bNyhGTt7e3fPXVVznua9asWY5p9jcrqGJknUjZ3TgpISEBZ2dn4uPjKV++vKXDMUtNTWXXrl306tULgCpVqnD16lUefvhhxowZQ7+ejxC3+CwZF6/hvPsnnA78ik4EqlSBH3+E3r0tfAWW06RJE06cOMGqVat44oknLB2OohRbu3fv5tL33/PssmVYmUzw9tvwySfmx9PS0ggMDKRmzZrY2dlZMFK0NOzyZW1PLJ0O6tfXhrbKoKCgIGrWrMmRI0do3rz5fZ/n4sWLxMbGUqVKFbyyV6YuZu72N5ifz281dFUM2dvbm5McgEOHDhEfH8+WLVt4/PHHMTjZ4fZCY6zcyxPfdQzXhswmq2pNCA2FPn1g5EitgK+MuXbtGidOnABUfY6i3M2BAwc4vmQJz/z2m5bkDB4MM2daOqw70+m0ISxnZy3puXAB0tIsHVWJJSKlfiPPm6lEpwTw8vK6LWPV21rhMa45ekcbMqo2Ifzp70l/7AXtDeHHH6FxY9iyxUIRW4aqz1GUe1u/fj27ly/n2WXLsM3IgK5dYeHCB55GXuh0Oq042dERjEY4dw5K+PYLlpKWlnbb/lalWTH/y1buRu9gwPPNVujLGxAbO67VH0Hi9CXam0FwMPToAWPGwPWdaUs7Na1cUe5u586d/LdzJ0OXLqV8YiLi4wNr1oCtraVDyxsrK23aua2tluRcuAD5KPYtDWrUqIGIPNCwVW77W5Vmpf8KSzm9nTWek1pj5aqNX8YnVCNmyirI3rxu7lxo0gSuJwGlmUp0FOXODh48yK7Nm3nm119xv3YNqVwZ3T//aDObSpIHWFBQ0ZSlYStQiU6poDfo8Zjgi7W7PQApJ5NIePwt2LpVG9cOCoJu3eC11x5oV+DiTNXnKMqdnTx5kn/WruXRv/6iZlAQUq4cunXr8rRWTrGcr2JnpyU72QsKBgXlaUFBpWTV5xTU355KdEoJvbUe9/EtsamqzURI2HSZBH1dOHYMRo3SGn37LTRvDrcs6lQaqPocRcndxYsXWbVqFQ9t3UrT48cRa2t0v/+uvRfcRfYibxnFtQ7G0RFq19Z+j4nRJmMo91SS6nNSUlKA21dTzi+1UVIpotfrcR/bnIQtV0jceoWEDUFkJVbGee5c9E88AS++qI1pd+kCb7wB06eDvb2lwy4QathKUW6XkJDAsmXL8D1wgM579gCgmz9fq9+7B2traxwcHLh27Ro2NjbFs5bD1lZbViM0FMLDtYLlihUtHVWxFnN9NX17e/tim8SKCCkpKURGRlKhQoUHXllZJTqljE6nw7mHN3qDnvj1QSTvuUpGYDyVxnVHf+IETJgACxbAl1/C2rXw88/Qrp2lw35g2YmOn5+fZQNRlGIiJSWFxYsXU+fUKR5Zv167c+pUGDEiT8frdDq8vLwIDAzk8uXLhRdoQTAaIS5OW2enUiUo5j0VlnTt2jVSUlIwGo0PtLdVUahQoQKenp4PfB61YGAxXDCwoESvOEPq0WsAWFeyx/31luit9bBunbbWTliYNsb95pswZYo27l0CXbt2DXd3dwAiIiLMvytKWZWWlsbixYvhwAFG/PwzNpmZ8NJL8MMPWq9HPphMpmL7zd9MBD76CFasAINB+zKXy67jZZ2I0LFjR2JiYli2bBktW7a0dEh3ZGNjc9eenPx8fqtEpxQnOgAxq86RcigCACsXWzzeaIXeoIfYWHj9dVi8WGvYqJHWu1MC3xx+//13nnzySXx8fMwFyYpSVqWlpfG///0Pu9BQXlqwAMfkZG219L/+0mYslVZZWfDEE/Dnn9pMsj17tPc1xezUqVP4+Phgb29PXFwcBoPB0iHdN7UysmLm+mQ9HDtUBiArNp3wWQcxpRnBxQV++QX++APc3eHUKW0I64MPStwiXDt37gRUfY6iZGZm8t1336GLjmbo0qVaktOyJaxcWbqTHNDW2Fm2DNq314axevdWBcq3yB7i79ChQ4lOcvJLJTplgMuA2pTrVg0AU2KGluykXE9mHn0UTp6EQYO0b0TTp0Pr1nDkiAUjzh9ViKwoN3YiT42JYfDy5VSMidGWl1i3ruzsC+XgAH//re2FFRysbYkTH2/pqIqNsvpeqRKdMsK5Vw3K964BgCnZSNQvpzGlG7UH3dxg+XLtW5+bmzYlvU0bbcw7M9NyQedBVFQUx48fB9T6OUrZZTKZmD9/PrFRUTyxejXVQkK0Xtv166EAijlLlIoVYcMG7bqPH4eBAyE93dJRWZyIqERHKf3Kd61GhYF1wKAnIyiBqJ9OYEo13mjw5JNa787jj2uzGKZMgbZttTeLYip7/RwfHx9VhKyUWUuXLiXs6lV6b9xIwzNntILcP/+Ehg0tHZpl1KihJXnlysH27dpMszK+evLp06e5du0a9vb2tG7d2tLhFCmV6JQxTm29cB/ZFJ29NRlXEgn/OoCMyJQbDdzdYdUqrYfH1VUbwvL11XY2NhrvfGILKavfUBQl2/r167l48SLt/f1pe+CAdufixdC5s2UDs7TmzWH1am2riBUr4K23LB2RRd1cn2NbUvY2KyAq0SmDDNXKUWlUU3QGPab4DCL/d5iM0Js2/tTptJqdkydhwABt+Oq996BDB61ouRhRiY5SlkRFRfHhhx/y5ptv8tlnn7Ft2zb279+Pz4kT9Nq8WWv0+efw9NOWDbS46N5d25kd4Isv4KuvzA9dvXqVf/75h7///puTJ09aKMCiU5YnbahEp4wyeDni+mxD0AFZQuR3R0kPuqVoz9NTm5X1yy/adM2DB7UZHLNmFYsdg1V9jlJWnD59GgAXFxc2btzIn3/+yeLFi9m+fTvely/z+J9/ag1ffVVbFFS5YehQ+PRT7fcJE8hcsgTQEp2+ffsyYMAAGjduTLt27Vi6dGnx3NvrAd1cn1MWF1VViU4ZZl/fFbeRTUGvA5Nw7ftjpJ6PzdlIp4Nhw+DECW0GQ3q61gXcuTOcPWuZwK9T9TlKWTBr1ix8fHw4cuQIVlZW7N+/nyVLlvDkk0/iERPDM8uXY2U0akW3X32V7wUBy4Q339SSQECee47U9evx9fUlJCSEq1ev8scff+Ds7MyyZcswlcJanjNnzhAZGYmdnR1t2rSxdDhFTiU6ZZxdLWfcxzQDKx0IRC84QerJqNsbVqmiTVP96SetwM/fXxsD/+orixX5qWErpbTbsmULb731Fu+++y7NmzcnIyiIk+++S8z7H9DywAGGrFyJQ3o6tG9P6GefYSyFvREFQqdjZYcOrAIMItgNHozOfz1VTs/Ha897POp4hI3L5vDXX39hZWVV6np1ynJ9DqhERwEMVcvh/loLsNZryc7i06RdjLu9oU4HL7yg9e706AFpaVo3edeu2mahRUwlOkpp99VXX9GiRQumT5/Ou88MYlLr1vDHn1S7coU6Fy4yxWTiHVdXrsyejXeDBqxdu9bSIRdLIsKUadNY2rs30rkzH9klMu3/Hoc938DJNbDnG6Y91ZhpY55i06ZN1K1bl6SkpHufuIQo6++VKtFRADB4OOL5Rkt0Bu1PIvqXU6RfTsi9cfXqsHEjzJsHjo7w77/QrBnMnl1kvTuqPkcp7a5cucL69esZO3YsmZcvk7J9O99GRfH9tWvogbnR0XwbHU2KXo9nxYq0bt2a77//3tJhF0u7du3i1KlTvPrmm+gWfY1VQxs+3JnOtB0pICam7Ujhw+1pWJ1fT+PKDgQGBrLkei1PSVeW18/JphIdxcy6oj2eb7XGULM8kp5F1E/Hb6/ZyabTwcsva2vsdOsGKSnaGHj37hAUVOixZtfnNGrUSNXnKKWSra0t3377LQMHDuTq/B95pWJFXq3oxrfRUTQ7d5Zvo6N4taIbo909iFv1O127duWshevmiqvU1FSGDRtGt27d4NJffNDVgaldbflwRzq20xP4cEc6U7va8oGfPZXDt9CmTRv27dtn6bALxNmzZ8t0fQ6oREe5hZWTAbfnG2NbtwKSYSL6pxPEb7585wNq1oQtW+Dbb7Xl17dvhyZN4PvvtR2FC0lZ/4ailHJJSXgcPszYoCAqdO+O9cKF6EQY7eaGjU5Hpgg2Oh2j3dxAhMzQUHQ6XakspC0IvXv35pdffkGn00HsZRATH/jZYrCCjCwwWMEHfraAQNwVHB0dSU1NtXTYBSL7vbJ9+/Zlsj4HVKKj5EJvsMJtuA9WbvYAJG69Qty6i3c5QA/jxsF//0GnTpCUBK+8Ar16afvNFIKyvCaEUgqlpWlfEj74ADp21LZveOQR+Pxz9EeOYLi+FcvcqChzkpMpwtyoKNDpsKlShdTUVGrXrm3hCym+AgICSDi/F674a8NVO9PNSU5GFkzbmQ7oEOfqBAUF4eHhYemQC4T6Ugg6KW3l5fmQn23eyyJThpGILw+TFaftE+PQxhPXx+ve4yATfPMNvPuu9uZdvrw2M+v55wts2mt0dDRubm4AREREqKErpeTJzIRDh2DbNu1nz57b9mOSmjXxt7MjrGFDYry8OP7rr3wbdX24ys2NuVFR2vCVWyU+P3QQg7c3ycnJODo6Wuiiiq+YsCCWvOjDuDY26JOymHYogw93ZlwfrrJl2s50bfiqmx0frDxBaJodmZmZ1KhRw9KhPxARwcvLi4iICHbu3Fmq6hnz8/ltXUQxKSWQ3mCNx6RWRHwdQFZUGikHwpGMLCoOanCXg/Qwfry25s6IEbBvH7z4Ivz+O/zwgzZN/QGp+hylxDGZtB7P7MRm1y6t5/NmXl7w0EPw0ENkdenCvI0buXbtGkajEWdnZxweeohXt21ntLs7ZGVpw1Y6MHTpzO979zLY21slObcSgRO/47rxPV5rYw1GE1lrDGQlp2hJTlcHQLT/6nSk1+pBaJodVQrgfao4OHv2LBEREWW6PgfU0JVyD3prPR7jfbHx1N5AU49eI+rnPCyXXr8+7N4Nn30Gtrbwzz/QuLG2B88DdiKqrlil2BOB06fhu+/giSegUiVtVfFJk7R/C0lJ2l5yTzyhtTl9GkJDYckSTCNGMH/LFq5duwZAVlYWb731FjHOznzsv5eKL7yAtZe2I/kzAwaw+cIFXn75ZUJCQix5xcXPtbPwywD4/UVICsdYvjo7fjBidSmG91Kd+ODrjdDxNfAZCB1f4+kZq9lyIpIePXqQVQxWfi8I2UP87du3x87OzsLRWI7q0VHuSW+tp9JrzYmad4yMK4mknY4hfkMQ5Xt5a8V9d2Jlpa1I2rev1rtz8CA895y2aej332tbTNwHlegoxVJg4I0em23bIDw85+NOTuDnZ+61oWlTrQf0FosXLyb8+rEtW7akf//+eHp6snHjRhzr1MH+jfHMWrSIF4BzmzbjULUKu3fvpmrVqkVwkSVARjLsmgV7Z4MpE6ztoPMkrE/a0/Xaq2QBnzRrxgfN/LhypSafffYZ//23ld27P6Jq1aqsWbMGKysrS19FgVDvlRpVo6NqdPJMRIhaeJL0c9qU83J+VSnfu8bdk51sRqPWuzNlilaf4OqqrbszaFC+andUfY5SbFy9qhUQZyc2ty6rYGenFRZnJza+vmBjc9dT/vbbb5y6vnFugwYNGDRo0G1t0tLSmDpqFMMOHERsbGgQcAi9wVBQV1VyicCZdbDhHYi/Pgmibi945DM4E6YlmZmZmD7+mIRXXqFChQrs2bOHMWPG4OXlxYsvvshjjz2GzT3+H5UUIkLlypUJDw9nx44dpW6Pq/x8fqtERyU6+Za4O5T4tZcAsGvqhuvT9dFb53EU9PhxGD4cjhzRbj/xBMyZA3lMWNasWcPjjz9Oo0aNysSOw0oxEh0NO3bcSGzOnMn5uLU1tG17I7Fp105LdvJo7dq1HDp0CABvb2+ef/75O7YVEc536kxWdDTeS5fg4Ot7P1dUesQEwvq34Pwm7bZzdejzCdR/ROtZ8/WFsDB48kn47bcysR/Y2bNnadCgAba2tsTFxZW6oStVjKwUqnKdqqCz0RO35gJpx6KICE3C4w3fvCU7TZrA/v0wcyZMn64VKe/cCXPnam9C96C6YpUik5Cgrfqdndj891/O+jKdTqu7yU5sOnXShqfuw65du8xJjru7O8OHD79re51Oh0Pr1iRu2EDKgQNlN9HJTIM9/4PdX4IxDfQ2Wt1N50lgcICMDHjqKS3J8fGBhQvLRJIDOdfPKW1JTn6pREe5L05tvci4mkzK/jCyotOImHUQj4m+6A15+JOysYHJk2HAAK135/hx7c3omWe0wsyKFW87ZNGiRQQGBvLbb78BlLpu2LzatGkT/v7+WFtb06xZM/r06VNq6gny48SJE/zxxx9kZWVRq1YtHn/88QefcZSaCnv33khsDh6EW4tSfXxuJDZ+ftp6Nw8oKCjIXDRaoUIFXn75ZfS51O7cyqGNlugkHziA2+jRDxxHiXN+C6x/E2K03uUr1rX4M7MT6UcceMQriEaNGsEbb2hT952dYc2a+05ESyL1pfAmUobFx8cLIPHx8ZYOpcSKXXtRgt/eJcFv75LQaf6SlZyZvxOkp4u8956IlZUIiHh4iPzxh4iIXLlyRTIyMkRE5M033xRPT08BBJCmTZvK5s2bC/pyiqWEhASJjIwUEZFff/1VPD09pWLFigJI9erVZd68eRaOsGhkZWVJYGCgiIhcvHhR3N3dxdPTU3Q6nTg7O8uECRMkMzMff3/p6SK7d4tMnSrStauIwaD9Dd78U7u2yMiRIsuXi4SFFfg1Xb16VWbOnCmTJ0+WxYsXS3p6ep6PTTt/Xk7VbyCnmzUXUz6OK/HigkVWDBWZXF5kcnkxzaoncnyVDB48SKpUqSIODg4CyCf162v/D3U6kbVrLR11kTKZTOLl5SWA7Nixw9LhFIr8fH6r6eXKA6nQtxblulcHwJSUSdisgxiTMvJ+AoNBG8Ly94dGjSAiAh57jLj+/XmoRQsmT56MiPDZZ58xZ84cAKpXr463tzee9zlrqySJi4uja9euDB48GBHh6aefJiwsjKioKA4ePEjXrl2pUKGCpcMsdCaTieHDh9OuXTsSExOpVasWERERhIWFcenSJUaPHo2trS3W1nfpUczKgoAAmDVLW+fJ1VUbbvrwQ632JiMDKleGYcO0IY6gILhwQVv/adCg+54leCfnz59nwYIFpKen4+3tzTPPPIMhj0XF6enp2NSqhZWrK5KWRuqJEwUaW7GUlakNU81uA6f/QnR6vj1kYoHDaMTncZYtW05ISAixsbFsmD6dN86f146bMkWb+VmGnD9/nrCwMGxtbWnbtq2lw7G4Ak90jEYj77//PjVr1sTe3p5atWoxderUHHuwiAhTpkyhcuXK2Nvb07Vr19sKS9PT03n11Vdxc3PD0dGRAQMG3LZORGxsLMOGDcPZ2RlnZ2eGDRtGXFxcQV+Scg/O3b0p37cmAJJqJGLWIYzx6fc46hatW2sfQm+/jej1VFi7lj3x8VyeO4+27drzy5oNfLc7BLf+b1L78Qn8b8FyGjdujNFoJCYmphCuqnh44YUXuHDhAiePHaVDu7b8+8ciZPMUWPUCreLW8vOXH/LMM88gIkRGRlo63ELz+eefs2TJEtIz03m4x8MsWbeErwO+5q2db/FH9B+88u4rzJw5E+DG6yACJ09q+7ANHAhubtCqFbz1FmzYAMnJ2n1PPaXViJ09CyEh8Msv2nII3t6Fdj0hISEsW7aMzMxMypcvz+DBg/M82yc4OJjaNWrQoV07EqtXAyDlwIFCi7VYCNoN8zrD5g8hM5kMT186LTbxa1wzPpg2i/bt2vP37xvZu+YCO+Yfp/yOaFKcvGDAANImTSIhIcHSV1Cksoet2rVrV+brc6AQZl3NmDGDr776ip9//hkfHx8OHTrE888/z/Tp03n99dcB+PTTT5kxYwaLFi2iXr16TJ8+nV27dnH27FnKlSsHwOjRo/n7779ZtGgRFStWZOLEicTExBAQEGCuSejTpw8hISH88MMPAIwaNYoaNWrw999/5ylWNeuqYCXtDyNuzQUArKs44v5iE/QO+Z+quXHKFGp89BH1r99u61GHs3Xa4NzhGQCs9Hpi966ge4NKRJ49TI0aNfj5558L6jKKjQsXLlC3bl0mT57MRx99RIdqVvSsZcV7XezQ63XodHqm70wlq24fUivU5Y8//uDMmTN5m+5fgmRmZuLt7U379u1ZvXo1DnUdcPRxxGOABzq9Dr1OT/if4XSt3JURDTrz5+uv82X//tjv3Qu3Jn/ly+dcy6Zx41zXsilM165dY968eWRlZaHX6xk9ejSVKlXK8/GHDx/G19eX6ra2dLS35wMPT1Lr1aPFn3+Uuv/3JEbA5g/g2K/abYeK0GMaH6+/zNRp01i7di3du3enlocPDar60tt3KHp06ERYf2Qp1RqUY8OedQwdOpSpU6da9lqK0JAhQ1i+fDmTJ09mypQplg6nUOTr87ugx8369u0rL7zwQo77Hn/8cRk6dKiIaGOHnp6e8sknn5gfT0tLE2dnZ3OtQVxcnNjY2MiKFSvMbUJDQ0Wv18uGDRtEROTUqVMCyL59+8xt/P39BZAzZ87kKVZVo1Pwkk9ck5CP9kjw27sk/KtDYkzIf+1A586dpbefn4Q/+6xccKksFToOEUCcOz0r3m+vFedOzwogFTo/K5OnfiYuBoNEX7kikpRUqn7eGz9eqrq4iP+WLdLEVS8fdTUIIFO72opMLi9Tu9oKIB91s5NDfywSB5Ad69ZZPO6C/vlz2TJxAFm5aJGU9zCI+8BKAoj7QHdpvKixuA90F0A8Hqskl91vqbOxtxfp0UPk449F9u8XyU8NTyGIi4uT6dOny+TJk2XKlCly+fLlfJ8jICBAAFnpXUOWVKsup+o3kIC69aRDq1ayYcMGMZlMhRB5Ecsyiuz7XmRm1eu1OM4if48XSY4Wk8kk3t7eMmLECAkICJBK5atI31YjBJC+rUbI7Je3mm/3az1Cxo95Szw8PMRoNFr6qorEzfU527dvt3Q4hSY/n98FPuuqU6dOzJs3j3PnzlGvXj3+++8/du/ezddffw1AYGAg4eHh9OzZ03yMra0tfn5+7N27l5dffpmAgAAyMzNztKlcuTKNGzdm79699OrVC39/f5ydnXOMP7Zr1w5nZ2f27t1L/fr1uVV6ejrpN22cV9a6M4uCg48bNm72XPvxBJnhKYR/GYDbC42xrVYuz+cYOnQoDRo0INTJieHB1ri0fRzR6YjfvZR4/18hy4hzp2dxbfc09ltWE5ORAdWrF+JVWcb06z90786xh22hgwEdOj7ckc70f7Wdl6d2teWDTjbw7cskQ6msRRgA2rWNGEHIkx4s6uMG6IhcE8m1v68hRsF9oDue/Srxu8GahzYkc9Hbm8dnz9bWtbG1tewFXJeSksKcOXPIvL4T+ZAhQ6j+AH+3OqClgwMigr1eT+WLF+nduzdtW7dm+syZdO/evYAiL2Ihh2DtGxB+TLvt1Rz6fQlVtCn0pqwsXnvtNR5++GGysrJo36A3PZoPBmDdoUVsPLwUoymTvq1G0LPFENLsrhIREUFMTEy+es5Kqpvrc9q1a2fpcIqFAu+zffvttxk8eDANGjTAxsaGFi1aMH78eAYP1v4Qs5c29/DwyHGch4eH+bHw8HAMBgMut0zdvLVNbqviuru7m9vc6uOPPzbX8zg7O1OtWrUHu1glVzYejri/3BSdrRWSauTa3KOkXYzL8/GjRo0y77Ib7uyOSaenQsfBYGUNWUawsqZCx8EIEOJcRlZGdtb+qX7gZ4vBCjKywGCl3b758dLuqpsNogP3R93RWesQo6Cz1uH+qDtZwKKaLrzh68tKHx/o0qXYJDlGo5HvvvvO/EXr8ccfp27dugVy7uzhqo8quTPcxYX9Bw8y8XqZQImSEgN/vQY/dteSHDtn6PsFjNxmTnIArKysmDBhAs2aNQPAtZxWJN7HdxjWehuMpkys9Tb08R0GApcvXAUoNftX3Uv2UgWqPueGAu/R+fXXX1myZAnLli3Dx8eHo0ePMn78eCpXrpxjEaxbx5JF5J7jy7e2ya393c7z7rvvMmHCBPPthIQElewUEms3e9xe8OHa98fBJET9eJyKw32wb+B6z2PPnDnD7t27admyJcb4SASI37PcnOSQZSRuz3IqtH+Gq83q47LBhtOnT5e6WVjXrl1j2bJldOrUie1TezJRB9N3ppuTnIwsmLYznf/rbMuFzo/QdfMmfvzxR/qWsl6dtLQ0li9fjpeXF8tWjMVFB5F/RpqTHDEKkX9G4t7fna6tH+bfTf8Wq5kmJpOJv/76i+TkZAB69+5N06ZNC+z8IsLB1BS+ionhv+Rkc49OiWEywdElsHkypF6fWNBsCPSYCk6598AcOnSICxcuUK9ePWIStS+26wMWm5McoymT9QGL6dVyCF7ebjg7O1Mxl/W5SqPsQuSyutZYrgp63Kxq1aoye/bsHPdNmzZN6tevLyLa+heAHD58OEebAQMGyHPPPSciIlu3bhVAYmJicrRp2rSpfPjhhyIi8tNPP4mzs/Ntz+/s7CwLFizIU6yqRqfwpYcmSvD//Wteayf5v8h7HvPtt9+KlZWVbNiwQaxdKptrcnKr0Qm8lnTb30lpcejQIQHkyy+/lDr3qNGRqAuSmJhoXneoNElKSpLy5cvL888/LwYPg1S6U43OQA+5HH9ZMjMzJSEhwdJhi4hWL7Fu3TpzTc6RI0ce+Jw31+j8ULWqNHN0FEDatm5d8mp0rv4nMr+7eU0c+a6dSNCeex42adIkcXFxkd27d9+zRic2IrnUvkfcymQySeXKlQWQbdu2WTqcQmXRdXRSUlJuW9XTysrKPL28Zs2aeHp6snnzZvPjGRkZ7Ny5kw4dOgDg6+uLjY1NjjZhYWGcOHHC3KZ9+/bEx8dz4KZplfv37yc+Pt7cRrE8Q2UnPMa3BBvtbyJm2RmSD+U+tJht2LBhODk5MXXqVIyxVyl/8SAVOg7Btf3T6ICKnYZQofOzNHbOwsNRf9sQZ2nh6+tLhw4d+Pzzz7kQY2LjhSym+Bl4t7MtJnS839WBqd3suFaxDSGptjg5OZWaDQlv5ujoyEsvvcSyZcvIiMgg6XgSlR6rhHt/d3To8HrMC4/HPWjj2obQk6FYW1ubZ29a2ooVK8zvUY899hjNmzcvsHNPDA9jVEgIdo0asWHDBvz376dXr14lY+ZVWjysfxt+8IOQA2Bwgp4z4OVd4H3v9+/Ro0eTmJjIZ599xrWEUJIu76Of73P0aTEEEB5pPYx+rUdgXTGNchVtS+17xK0uXLjA1atXMRgMqj7nJgU+dNW/f39mzJhB9erV8fHx4ciRI3z55Ze88MILgDbcNH78eGbOnEndunWpW7cuM2fOxMHBgSFDhgDg7OzMiy++yMSJE6lYsSKurq5MmjSJJk2amAvsGjZsSO/evRk5ciTff/89oNV29OvXL9dCZMVybCo54DnBl4ivApAME7GrzmNVzha7+rm/+Tg7O7Nq1SoeeeQRDHb2TIoLZsDJRL5w94CnhuEoqYTGu7Nk7lf88ktXXn755SK+oqKzbNky2rZti52NFXFOdXho/LtYOQaii79CiqESlWyEGVO/IcnpAxYuXGjpcAvN9OnT+ffffzl05BAeWR5Mf2k61zyvcTXpKu727tiIDZ/932eM3DeS//77r1hsi/Hrr79y9uxZAHr27GmuKXlQ7u7uVPX0xKtaNX6YNo2ePXuWjOQGtLlwx1fBpvcgKUK7z2cg9JoJ5Svn+TS1atViwYIFPPfcczjYO/JuZgRtz2/hlN9DJDX0JTUrAZdoPYt/W8GmTc/Rp0+fQrqg4uXm9XPs7e0tG0xxUtDdSQkJCfL6669L9erVxc7OTmrVqiXvvfdejqXNTSaTTJ48WTw9PcXW1la6dOkix48fz3Ge1NRUGTdunLi6uoq9vb3069dPrly5kqNNdHS0PPvss1KuXDkpV66cPPvssxIbG5vnWNXQVdHKjE+XkCl7JfjtXRLy/m5JPXv37uRdu3ZJ/fr15aidnQjIV76+0qpVKwHE1dVVvvrqq5LVTX+fgoKCxM/PTxYtWiQiIkuXLpXOnTuLra2tGAwGGT16tKSlpVk4ysKXlJQkw4YNk3HjxomIyMmTJ6V9+/bm7TB69+4tYYWwTcP9+Ouvv2Ty5MkyefJkWbhwYYGfPy0treT97UeeEVnY98Yw1f9aiFzY+kCn/P3336VunTqS5e4uAvJZv37StGlTAaRy5cqybNmyAgq+ZBgyRFuKI7vEozTLz+d3gS8YWJKoBQOLninDSMzSM6SdjQUrHa6D6uPQ5M5TPmOCgihfsybWwFdvvMF/MTF069aNp59+usx9Y5HrhfZ///03v/76K82aNWPEiBFlYsrszbJfh//++4+vv/4aT09Pnn/+eerVq2fp0ADYtm0bu3btAsDT05NRo0blaZPOUisjGXZ+Bv6zwWQEazvoMgk6vAbWDz4rTk6fRteoEdja8sGrr3I1Joa+ffvSv3//UjmUeyciQrVq1QgNDWXbtm1069bN0iEVqvx8fqtERyU6RU6MJmJWnCH1RDQAju29cHm0Tq5t937wAR2mT+eKjQ3VM/Kxh5aiWIC/vz8bN24EwMXFhXHjxhWLYTSLEIEza2H9O5Bwffueen2gzyfgUqPgnmfePBg9Grp2he3bC+68JUz2SuoGg4G4uLhS/0UwP5/fZfhrhmIpOms9roMbYu3uAECyfxgxK8/m2jZl/XoAQmrXLrL4FOV+/Pfff+Ykx8nJiTFjxpTdJCfmEix9Cn4dqiU5ztVh0HIYsqJgkxyA6+vG0LVrwZ63hMmuz2nbtm2pT3LySyU6ikXorHS4v9YCa3ftH2RKQCTRS07f1s79tHaf1cMPF2l8ipIf165dY/31pNzOzo6xY8eWqWETs8w02PEJfNcOLmwGvQ10ngRj90ODRwr++US0nedBJTrXX4euZfx1yI1KdBSL0VvrcR/fEpvKTgCknoji2oLj5sdjLl+mUUoKADVHjLBEiIpyT3FxcSxevJi0tDTc3d0ZPXp02fxGfX4zzGkHOz6GrHSo1RXG+MPDH4DBoXCe89w5CA/XVsAuRotEFjURUYnOXahER7EovV5PpXHNMNTUxljTz8UROfc/TCYTZ376CWsg2MYG91atLBuoouQiIiKCBQsWkJCQgJubG8OHD8fZ2dnSYRWt+BBtiGrpkxAbCOW84MmFMOwPcCuYbS7uKLs3p317KMPbHVy8eJHQ0FC1fs4dFPg6OoqSX3q9HveXm3FtwQnSz8WScTmB+L8vkXp9KCC4Vi3URh1KcRMXF8f8+fMxGo04ODgwbNgwHB0dLR1W0TFmwL45sPNTyEwBnRW0Gw1d3wHbIlqwMTvRKePbHWTvb9W2bVscHAqp96wEU4mOUmxUeqExMb+eJeVIJMn+YTQJ1BYUU/U5SnGTkpLC3LlzMRqNAAwcOLBs9eQE/gvrJkLU9UkE1dtrG3B6+BRdDKo+x0ztb3V3KtFRihXXZ+pjW9uZuOX/USlG23W4xrDh9zhKUYpORkZGjp3In3jiiQLbibzYS4yATe/D8d+02w5u0HMaNBsMRb068/nzN+pzyvBwjarPuTdVo6MUO46tPIkxHUQnWRidvcjaJpjSjJYOS1HIyspizpw55p3I+/TpQ5MmTSwcVRHIMsL+72F2q+tJjg5avQivHoLmQ4o+yYEbvTnt2pXp+pxLly4REhKCjY0N7du3t3Q4xZLq0VGKpYjdf9IESKveHFNCBuGzDuI50Re9g8HSoSlllMlk4vvvvycuLg7QhgnaloWZPsEHYd0bEH59RmTlFtD3S6jS0rJxqWErIOf6Oao+J3eqR0cpltxPnQIgtEkDAEzJRsI+O4QxQa2OrFjGjh07iIyMBKB169alfol9UmLgr1fhp+5akmPnrCU4L221fJKj6nPMsguR1bDVnalERyl2Yq5cMa+f4zp+MM4DtFWRJS2LiM8PYoxNs2R4Shnk7+9v3r+qffv29O3b18IRFSKTCQJ+hm9bwuFftPuaPwvjAqD1i6AvBqs9nz8PYWGqPkfV5+SJGrpSip0zCxbQAQixsaFq69YA6A16YledRzJMhH8ZgOekVlg7P/iGgIpyL1u3buXff/8FoFu3bqV7ZkvYf9psqpCD2m13H202lXcxq/3I7s1p27ZM1+cEBgYSHBys6nPuQfXoKMVOyrp1AFypVct8n2MrT1yHNAAdkGki6qcTZKlhLKWQbdmyxZzktGnThi5dulg4okKSFg//vAU/dNWSHIMT9JoJL+8qfkkOqGGr67J7c9q0aaPqc+5C9egoxU6l6/U5Vg89lON+h6aVsCpvIHrpaYyRKUR+/x+VXmqCtUvZ/UanFJ69e/eye/duAFxdXenVqxc6S8wuKkwicHwlbHwPkrX6I3weh14zoHxly8Z2JyJqI8/r1LBV3qgeHaVYubk+p9bzz9/2uG0NZ9xHN8fK1Y6s6DQivgwg9XxsUYeplHJHjx5l06ZNgLYT+ejRo0vfTuSRZ+Dn/rB6pJbkVKyrbdvw1MLim+QAXLgAV6+CwaDqc1Sikycq0VGKlTMLFmADhFpbU+l6fc6trF3tqPRyU3R2VkimiegFJ0g9GVW0gSql1tmzZ/njjz+AUroTeXoSbP4Q5nWEoH/B2h4e+gBG74HaJWAm2c3r55TFzVOvCwoKUvU5eaQSHaVYSf7nHyBnfU5urJ1tqfRyM7DWg0D04tMkH4ksihCVUuzKlSusWLECABsbG8aMGVN6diIXgVN/wXdtYM//wGSE+o/A2P3QZRJYl5DiflWfA+SszylTe6zdB1WjoxQr2evn6G+pz8mNwcsRzzdaEvH1YSTTROyvZ5GMLJzaehV2mEoplJSUxMqVKxERrKyseOWVVyhfvrylwyoY0Rdh/VtwYYt2u0J16PMZ1O9j2bjy6+b1c0rz7Lc8UPtb5Z1KdJRiIzYkhEbXl9avmUt9Tm6sK9rjMdGXiK8OI+lZxK25gCk9i/JdqhZmqEopk5qaypIlS0hMTMTR0ZEhQ4ZQsWJFS4f14DJTYffXsPsryEoHKwN0fB06TQBDCZylo+pzAFWfk19q6EopNm6uz3Fv0ybPx1lXsMPjzVboHLS8PeGfQFJUzY6SR8nJySxevJjw8HAcHR154YUXqFKliqXDenDnNsGcdrDzEy3Jqf0QjPaHh94vmUkO3Jht1bYtlOHp1EFBQVy5cgVra2s6dOhg6XCKPZXoKMVGUi7r5+SVtZMBrzdbo7++iGDMsjOkHFfJjnJ36enpfPfdd1y9ehUbGxuGDRtW8nty4oJhxbOw7CmIDYJyleGpRTB0NbjVsXR0D0bV5wCqPie/VKKjFBuVTp4EQH+fewjp7a3xeqsV9s0qQZYQs+w0iXtDCzJEpRTJ3ok85fpyBj169MDT09PCUT0AY4Y2RPVdGzizFnRW0H4cjDsAPgMts8N4QVL7W5mp/a3yR9XoKMVCbEgIPvmsz8mNzkqP6zP1ibXWkxIQQfxfl8i4kkjFQQ0KKlSlFDCZTMybN4/4+HhA29qhTT6GS4udwF2wbhJEndVuV+8AfT8HDx/LxlWQLl6E0NAyX58DqhA5v1SioxQLZxYsoD1afU6VB/zA0el1uDxRl8ywJDKvJpN69BpR6Vm4DS9Fb/rKA1m4cCHXrl0DtO7/EvuBkRgOm97XVjcGcKwEPaZBs0ElvwfnVtm9OW3alPn6nMuXL6v6nHxQQ1dKsZCjPqcA3qB1eh2VxjXHUK0cAGmnY7g2/xgmk+mBz62UbMuWLSM4OBiAxo0b88gjj1g4ovuQZYR9c2F26+tJjg5aj4Rxh6D54NKX5IAatrouuzendevWODk5WTaYEkIlOkqx4PaA9Tm50ev1uI1uim1tZwDSL8YTNVclO2VZQEAA586dA6B27do8+eSTFo7oPgQf0Dbf3PAOpCdA5ZYwars2VGVfwdLRFQ61v5WZmlaefyrRUSwuR33OiBEFem69Xk+lkU2xa+gKQEZwIpHfHMFkVMlOWXP69GnWrl0LaEnOs88+a+GI8ik5Gv4cBz/1gIjjYFcB+n0FL22Byi0sHV3hunQJQkLAxgbK+HYHKtHJP5XoKBZ3esECDMBVa2vc27YtlOdwG+6DffNKABjDU4hdcx4xSaE8l1L8nDhxglWrViEitGjRgqFDh6LXl5C3P5MJDi2E2b5wZLF2X/Oh8GoAtHoB9KVss9HcZA9bqfVzVH3OfVDFyIrFJWfX59SsSeVCrC2oOKgBcc62JO0MITUgkhij4Pp0PXRWJeQDT7kvhw8f5q+//gKgQYMG9O/fH11JqWG5ehTWTYTQQ9ptj8bQ9wuoXsZmHan6HODGtPJWrVqp+px8UImOYnHZ9Tm6AqzPuZMKfWpiqFqOmBVnSP3vGhERybiPaobeQf1TKI3OnDljTnLs7e0ZOHBgyejJSY2D7TPg4I8gJjCUg27/B21GgVUZ+1tV+1uZqWGr+1MC/sUrpVnc1avm+pwaBVyfcycOTdyoOKwR6LRhrLDPD2JMyiiS51aKTlBQEL/++itwYydyW9tivkO3CPz3qzab6sAPWpLT+AkYdxDajyl7SQ6o+pybqETn/qhER7Go7PqcMGtrPIpwETD7Bq6U71MTAEkxEjHrEMa4tCJ7fqVwhYeH88svv+TYibxcuXKWDuvuIk/Don6wZhQkR0LFuvDcn/DkAijvZenoLCd7tlWbNlCGtzsICgoiKCgIKysrOnbsaOlwShSV6CgWlXR9FszlGjWKfO2P8l2qUmGgtvePpGcR8UUAxujUIo1BKXixsbH8+OOPmEwm9Ho9L774YvHevyo9SVv0b14nuLwbrO3h4Q9h9F6o1dXS0Vmeqs8BbtTnqPVz8q8M9oMqxYnbiRNA0dTn5MaprRc6gxWxv55FMk2EfxWA+9gWGLzK7jfHkiwjI4PFixdjNBrR6XQMHTqUypUrWzqs3InA6b9gw7uQcH1Ptgb9oPfHUKG6ZWMrLtT+VmZqf6v7pxIdxWIsUZ+TG8cW7ugNeqKXnAajEDn7CB6TWmHjYmexmJT8MxqN/Pbbb8TExGBtbc3AgQOpVauWpcPKXfRF+OdNuLhVu13BGx6ZBfV6WTau4iYwEIKDVX0Oan+rB6GGrhSLyVGfY+E3MXsfN9xeaKz9i8gSon44poaxShCj0ciqVau4cOECNjY2PPfcc/j4FMO9zTJTYftMmNNOS3KsDNDlLRi7XyU5ucnuzWndukzX51y+fJnAwEBVn3OfVKKjWIwl63NyY1fXBY83fLGuaEdWbDrXvj9GRkSypcNS7iF7J/IzZ86g0+l45plnqF69GA79nNsI37WFnZ9CVgbUfhjG7IOH3gMbe0tHVzypYSsg5/o5xb6ovhhSiY5iMRWLcP2cvLKp5ECll5th7e5AVkIGkf87Qsqxa5YOS7mLBQsWEBUVBUCHDh2oU6eOhSO6RdwVWPEsLHsa4i5Ducrw1M8w9HeoWNvS0RVfan8rMzWt/MGoREexiLirV/FJSgKgxvDhFo4mJ6vyBiq93BSdnRWYhJhlZ0g+FG7psJRcLF26lJCQEACaNm1Kjx49LBzRTYwZ8O+XMLsNnFkLemvo8Jq2Jo7PY8WiF7NYCwqCK1fA2hrK+HYHKtF5MCrRUSzi1IIF2ALh1tZ4FMM3MStHGzxeb4nOoP0TiV11nsS9Vy0clXKz1atXc/78eQDq1KnD448/buGIbnJpJ8zrCFs/AmMqeHeEV3ZDz2lgq6YG50n2sFUZXz/nypUrqj7nAalER7GI4lafkxtrFzs8JrXWenaA+L8ukrAj2MJRKQAbN27k2LFjAFSpUoWhQ4daOKLrEsNh1YvwywCIOgeOlWDg9zBiHbg3tHR0JYuqzwFu1Of4+vqq+pz7pBIdxSKy97eiGNXn5Ma6vAGvt1qhd9RWYkjYEET8xiDLBlXGnTt3Dn9/fwAqVqzIiy++aOGIgCwj7JsL37aCE6tAp9f2pRp3CJoNKrbJfLGl9rcyU8NWD06to6MUubiwsBv1Oc89Z+Fo7k3vYMDzzdaEfxmAKSGDxO3BWLvb49jCw9KhlTnBwcGsXLkSAFdXV0aPHm35TTqv7Nd2GI84rt2u4gt9v4TKzS0aVomm6nPMVKLz4FSPjlLksutzIqys8CghY856O2s8J7XG2sMBgNjfzpF8UBUoF6WrV6+ydOlSMjMzqV27NmPGjMHa2oLf1ZKj4M+xsKCnluTYVYB+X8OLW1SS86CyZ1u1bg1leLuD4OBgLl26pOpzHpDq0VGKXHZ9TlCNGniUoC59vUGPx+stifvzAsn7w4n9/TzG6DSce9ewdGilXmBgoHmTzqpVq/LMM89YLskxmeDwItjyEaTFafe1GAbdPwLHYrynVkmi6nOAnPU55cuXt3A0JZdKdJQiV/H6/lYl8U1Mp9dR4bE66GysSNodSuKOYDKuJlHphcaWDq3UCgsLY/HixYgI1tbWDB48GIPBYJlgrh7RhqlCA7TbHk2g7xdQva1l4imtVKIDqGGrgqKGrpQiFRcWRuPr9TnexWz9nLzS6XQ4962JoYb2DSv9XCyR8/7DZDJZOLLSJzo6+radyB0tMdU4NQ7WTYIfumlJjqEc9P4URu1QSU5BCwqCy5dVfQ5qf6uCohIdpUidXrjQXJ/j2amTpcO5bzqdDvdXmmFbrwIAGUEJXJt9VCU7BSgpKYnvv/+erKwsdDodw4YNw8vLq2iDEIGjy2F2Kzg4HxBo8hS8egjavQJWqlO8wGX35rRqVebrcy5evIher6dTCX6vLA5UoqMUqcS//wa0+pzSMOW20gtNsG/sBkDm1WQivz6MyaiSnQeVlpbGd999R0ZGBgBPPfUUNWvWLNogIk7Bor7wxyuQfA3c6sFzf8ETP0I5z6KNpSxRw1aAqs8pSCrRUYpUSa7PuZOKQxvi4OsOgDEylYgvAjBlqmTnfplMJhYuXEhqqrZ7fP/+/WnUqFHRBZCeCBvfg3md4PIesHGA7lPglT1QSw0hFDq1vxWg6nMKkup3VYpMXHh4sd3f6kG5PlUfna0VyXvDyIpNI2bFaSoObojOWn2XyA8RYe3atURERADw8MMP4+vrW1RPDqf+gA3/B4nXt/to0A96fwIVqhVNDGVdUJD2Y2UFZXw6dXaPjkp0HpxKdJRCFxUVxbFjxwhevJjhXF8/pxSOObsMqIO1iz3x6y+RdjKG6MWnqDi0ITobK0uHVmJs3ryZw4cPo9PpePLJJ/Hx8SmaJ46+CP9MgovbtNsuNaDPLKjXs2iev4wLDQ3l9OnTeG7cSGMo8+vnhISEcOHCBVWfU0DU102l0GRmZgIQERHBww8/TOCiRQDstrZmydKliIgFoysc5TpXwW1EY3Q2etLOxhL+eQDGhAxLh1UiLFmyhL179wLacFWRJDmZqbBtOsxppyU5Vrbg9w6M2aeSnCKQ/R5x7NgxevTowcHPPwdgeXg469ats2RoFpXdm9OyZUtVn1MAVKKjFIoFCxbQokUL4uLi8PHxITAwkL7XpwWfrFiRH374wfwmV9rY1XPB7YXGoNeRFZ9O+OcHyYxJtXRYxUJ6enquCe7q1au5cOECAE2bNqVly5aFH8zZDfBdW9g1C7IyoE53GOMP3d4FG/tCfeo7vQ5lybRp03jooYfIyMigZ8+eXLp0iaFVqwJwwM6ORYsWldnXSNXnFKxCSXRCQ0MZOnQoFStWxMHBgebNmxMQEGB+XESYMmUKlStXxt7enq5du3Iye5PH69LT03n11Vdxc3PD0dGRAQMGEBISkqNNbGwsw4YNw9nZGWdnZ4YNG0ZcXFxhXJKSDxs3buSll17iclAgvXr25K/ffuX8pnWENanLv03qM3jud2zbtg2DwVBq38hsazrj8ngdBCDDxJWP97J99cZSe715ERwcTM2aNWnXrh0bN954LdavX2/eibxq1ao8/vjjhRtI3BVYPgSWPwNxl6F8FXh6MTy7CirWLtznRnsdateuQfv2bXO8DmXJTz/9xIcffsjREyfo1KULS7ZsZ2lsGq+OGMuMka8xbuduli9fjk6nK5Ovj0p0CpZOCvivKDY2lhYtWtCtWzdGjx6Nu7s7Fy9epEaNGtSurb2JfPrpp8yYMYNFixZRr149pk+fzq5duzh79qx5G/rRo0fz999/s2jRIipWrMjEiROJiYkhICAAKyut5qFPnz6EhITwww8/ADBq1Chq1KjB39enMN9LQkICzs7OxMfHq+7BAtSxY0dSUlI4evQoNSq6UM/TjR6N6qK//qe2+cxFavq25dmRL/Piiy/i7++Pi4uLhaMuHCf+PED5vanodXrSjRm8d3g2z7/9Cj179kRXCqbX58fhw4fx9fXF1dWVmJgY2rRpw6hRowgODgbAzc2NMWPGFN4mncZ02Pst7PocjKmgt4b2Y6HLW2BbdPUg2a9D5SoGroZm0LZtaz76aFqZ+ZvIysqiZs2aNGrUiI0bN2Lj0wxDq/aUG/oSOkAHJCz7iV4uTjzbqT0fffQRBw8exMbGxtKhF4nQ0FCqVq2KXq8nJiYGZ2dnS4dULOXr81sK2Ntvvy2dOnW64+Mmk0k8PT3lk08+Md+XlpYmzs7OMm/ePBERiYuLExsbG1mxYoW5TWhoqOj1etmwYYOIiJw6dUoA2bdvn7mNv7+/AHLmzJk8xRofHy+AxMfH5+salTs7evSoADJr1ixxc3KQnj51BZBePvXk86f7Si+fegJI78b15Pzx/8TGxka++OILS4ddaAICAqRbzbZy5a2dEvz2Lgl8c5u09Gok7dq0lQ0bNojJZLJ0iEUmICBAABk5cqQ8++yz0r17d/nwww9l8uTJMmPGDMnIyCi8J7+4XeQbX5HJ5bWfBY+IRJwqvOe7i+zXYc7cKvLxJ57StKmDANK2besy8Tfx559/CiBLliwRqyrVxXHEaAHE8fnR4rHtiDg+r912en60rAs4IoCsXLnS0mEXmaVLlwogrVq1snQoxVp+Pr8L/KvTX3/9RatWrXjqqadwd3enRYsWzJ8/3/x4YGAg4eHh9Ox5o9DP1tYWPz8/cyFiQEAAmZmZOdpUrlyZxo0bm9v4+/vj7OxM27Y3ll9v164dzs7O5ja3Sk9PJyEhIcePUrCioqJ47LHH6NKlC61rVqNHo7r08qnHxpPneHvVejaePEcvn3o81LAO/n+tpkuXLuzZs8fSYReq7YH7uRSj9VpY661ZM2wOFRMc6N27Nx3atWfLli0WjrBo6XQ66tSpQ4cOHdDpdKSlpTF58mQ6depU8K9FQhisfB5+eRSiz4OjOzw+H0asBfeGBftc+aQDWrd24IsvPVj0c1WSkk7Su3dv2rdvW6r/JlJTUxkxYgQNGzbEvs+jOA4biePzo0leOJeIXm1IXjgXx+dH4zjkRdbEplC3bt1S/x5xM7XtQ8Er8ETn0qVLzJ07l7p167Jx40ZeeeUVXnvtNX755RcAwsPDAfDw8MhxnIeHh/mx8PBwDAbDbcMZt7Zxd3e/7fnd3d3NbW718ccfm+t5nJ2dqVZNrY1R0B5++GHWrFmDtbU1ro5aQWcPn7pY6fVkmUxY6fX08KkLIuzbtYNy5cqZF4YrzVIyb1yjXqdn7oApvNTqafYd2M/ENyZaMDLLyR6msbW1pVWrVhw4cIA33nijYE6eZQT/72B2azi5GnR6aPMyjDsITZ8uVqty63Q6qlY18PX/PHjiCWf27z/IhAmvWzqsQvPMM8+wcOFCAKw8KwPgNGwU2NhAZibY2OA0bBQCbDxyDCcnpzLxHpFN1ecUvAJPdEwmEy1btmTmzJm0aNGCl19+mZEjRzJ37twc7W4dixaRe45P39omt/Z3O8+7775LfHy8+Se7NkApWGfOnCE2NpaYZO3NafPJ8+YkJ8tkYvPJ86DT0a5LVwIDA3NNWEsrESEoNpSBy8by46HfaNemLV989YWlw7IIEeHSpUssXLiQffv20aZNG7766qsHP/GVffCDH2z8P8hIhCqttM03H/kM7Cs8+PkLiKOj9vYrIpw+ncbrr0Xw++/xtG3bmi+//J+Foytchw4dIj09naxwbWHGpMU/mJMcMjNJWvwDOqBH8yYEBweXmfeI0NBQzp8/r9bPKWAFvmCgl5fXbcu1N2zYkN9//x0AT09tj5jw8PAcG/RFRkaae3k8PT3JyMggNjY2R69OZGQkHa7vZuvp6WlePfVm165du623KJutrS22trYPcHXKvSQlJeHr68uIESM4GBhMlsnEppPn6eVTjx4+ddl88jwbT55DByz7+nu6DnuRlJQUS4dd6ATYcekAX/kv5HDISdq1acuGHzeUmQLUm4kIFy5cYNeuXQQHB9OmTRvmz5//4K9FchRs/hCOLtVu27tA94+gxTAorALn+1TBxQp3D+3td+uWZD75JJK2bVuzYUPpL0oOCgqidevWTJs2jdT1fyJGI8mLtOEqp2GjSFr8A8kL56ID3p/9FW/v2YO9feFO9y8ustfPadGiBRUqVLBsMKVIgSc6HTt25OzZsznuO3fuHN7e3gDUrFkTT09PNm/eTIsWLQDIyMhg586dfPrpp4C2iZmNjQ2bN2/m6aefBiAsLIwTJ07w2WefAdC+fXvi4+M5cOAAbdq0AWD//v3Ex8ebkyGl6Dk5OTF48GCWLVtGXFIK58Kj6OlTl4ca1kaAno3roUOoGRKGzf+9T7WFC4vVMEJhGfPXFC7HhpbpBCfb77//bp51VSAJjikLAhbB1qmQFqfd1/I5eHgKOFYsgIgLlogwYYIb1tY6Ll5MZ9eu6mzY8EuZ+ZuoUaMGPXr04IcffiArNJiMg3txGv4K5Qe/gIgJ52Gj0AEPOdninJaMa716lg65yKhhq0JS0JXQBw4cEGtra5kxY4acP39eli5dKg4ODrJkyRJzm08++UScnZ1l9erVcvz4cRk8eLB4eXlJQkKCuc0rr7wiVatWlS1btsjhw4floYcekmbNmonRaDS36d27tzRt2lT8/f3F399fmjRpIv369ctzrGrWVeGIiIiQ6tWri421tdSvV0/cnBylT5P68tvMybJr6UI5P3OGZGk7C0nmpEmWDrdQBQcHS7XKVcvkLKtbBQcHS+XKlaVNmzYF91qEHhb5vuuN2VRzO4pc2f/g5y1Ex0/Mky1ba8mGjbVkw4Yfy+TfxNmzZ6VChQpibWcnD9evL5cqV5NpI1+Tl4+ck+kXQmX9kf+kRYsW0qFDhzL1+tSrp81K/fvvvy0dSrGXn8/vAk90RET+/vtvady4sdja2kqDBg3khx9+yPG4yWSSyZMni6enp9ja2kqXLl3k+PHjOdqkpqbKuHHjxNXVVezt7aVfv35y5cqVHG2io6Pl2WeflXLlykm5cuXk2WefldjY2DzHqRKdwhMcHCzNmjWTZs2aCSA1a9aUiRMnSu/evUWn08kbjo4i15MdmTnT0uEWqrS0tDL1Zn03BfZapMSIrJ0gMtlZS3BmVhXZN0/EmPng5y5EKSmXZfuOJrJlay0JDPre0uFY1PHjx6VGjRoyv0sXEZCUpk1l4sSJ0qlTJwHE29tb/vvvP0uHWWRCQ0MFEJ1Ol6/PsbIqP5/fBb5gYEmiFgwsXCaTiddee43vvvuOgQMHcvLkSTw8PHj++ed55plncJgzB958U2s8ezaMHWvZgJXiTwT+Ww6bPoCUKO2+Jk9Dz+lQLvfavOJCJIuAw0OIjz9EBefWtGy5FJ2ubG/4mpmZien557FdupSLTzzBI8eP4+3tzahRo3j00UfLzCKBAMuXL2fIkCG0bNkyx04CSu7y8/mtdi9XCo1er2f//v0APPHEE6xevTpng0mTICEBpk2DceOgXDl47jkLRKqUCBEnYd1EuOKv3XarD30/h5pdLBtXHl258iPx8YewsnKkUaNZZT7JAbRExl/7/1n7hRc4+8gjFo7IclR9TuFRiY5SaOLj4zl8+DBwl8WvPvoI4uPhm2/g+efByQkKe68jpWRJT4Qdn8C+uSBZYOMAfm9DuzFgbbB0dHmSmHiai5e0qfP16n6Avb1awwuA4GC4dEmbFVfGp1OrRKfwqERHKTS7d+/GZDJRp04dql7flfg2Oh189RUkJsLChTBoEPz9N/TqVbTBKsWPCJxco62Hkxim3dewP/T6GCqUnETBZErn1KmJiGTi5tYdL68nLR1S8XF9OjW+vlCGywfCwsI4d+4cOp2Ozp07WzqcUkclOkqhyfM3FL0e5s+HpCRYuRIGDoRNm8r8N7wyLeoC/DMJLm3XbrvUhEdmQd0elo3rPly89BVJyWexsalIwwYzysQU8jy7/h5BGe/FUOvnFC6V6CiFJl9dsVZWsGSJluysXw99+8L27dCyZaHGqBQzGSnw7xew9xvIygArW+g8ATqOBxs7S0eXb7GxB7hy5UcAGjaYicHgZuGIihmV6ABqf6vCVryWC1VKjTzV59zKYIBVq6BLF61IuWdPOHWqEKNUipWz62FOW/j3cy3JqdMDxu6Dru+UyCTHaEzk1Ok3AcHL6ykqVepu6ZCKl5AQuHhR1eeg6nMKm0p0lEKxZ88eTCYTtWvXvnN9Tm4cHLQanVatIDoaevSAwMDCC1SxvNjLsGwQLB8EcVegfFV4Zgk8uxJca1k6uvt27vx00tJCsLOrSr2671k6nOInuz6nZcsyX59z9uxZVZ9TiFSioxSKB/qGUr48bNgAPj5w9So8/DCEhhZofEoxYEyHXbPgu7Zwbj3orbUhqnEHtKLjElzLcu3aZsLCVgE6GjX6HGvrcpYOqfhRw1bAjfqc5s2b59jbUSk4qkZHKRQP3BVbsSJs3gydO2vd2z16wK5d4KZqHEqFi9u1YuPoC9rtGp3hkc/BvYFl4yoAGRlRnD7zfwB4Vx+JS4XWFo6omFKJDnAj0VHDVoVH9egoBS4hIcG8sucDFdd5ecGWLVClCpw+rU05j48voCgVi0i4CitHwOLHtCTH0R0e/xGG/10qkhwR4fSZ98jMjMHJqQG1ao23dEjFU0gIXLig6nNQ9TlFQSU6SoHLXj+ndu3aVKv2gOud1KihJTuVKsHhw9CvH6SkFEicShHKyoS9s2F2a21tHJ0e2r4Crx6Cpk+V6GGqm4WFrSIqags6nYFGjb5Ar7e1dEjF0831Oc7Olo3FgsLDwzlz5oyqzylkKtFRClyBf0Np0EBbV8fZGXbv1tbZSU8vmHMrhe+yP3zvB5veg4wkqNoGRu2EPp+CXen5kEtNvcK589MAqF1rPOWcSn4PVaHJHrYq49Ops4etmjVrpupzCpFKdJQCVyhdsc2bwz//aLOyNm2CIUPAaCy48ysFL+karBkNC3tD5Emwd4UB38ILG8GrqaWjK1AiWZw89SZZWclUcG5N9eovWTqk4i27R6eMD9eoYauioRIdpUAVWH1Objp0gD//1NbbWb0aXnwRTKaCfQ7lwZmy4OCPMNsX/lum3ddyOLwaAC2f0+oyShm1YWc+hIbC+fOqPgeV6BQVNetKKVAFWp+Tm+7d4bff4Ikn4JdftKno33xTamo8SrzQAG2H8atHtNueTaHvl1Ct9M48Skw6w8VLXwNqw848ye7NadECyvB2BxEREao+p4iUvq9WikUVyTeURx+FRYu05Gb2bHj//cJ7LiVvUmNh7Rsw/2EtybF1hj6zYNSOUp3kmEzpnDo5AZEMtWFnXqlp5UDO+hxXV1cLR1O6qR4dpUAVWVfs0KHavlijR8PMmVrPzttvF+5zKrczmeC/5bD5Q0iJ0u5r+gz0mAblPCwbWxG4sWGnq9qwM69UogOo/a2Kkkp0lAJTqPU5uXnlFUhMhLfegnfegXLlYMyYwn9eRRN+QhumCt6n3a7UQFv0r2bZ6IZXG3beh6tXtfocnU7V56j6nCKjEh2lwBR6fU5u3nxTW0RwxgwYO1ZLdoYNK5rnLqvSEmDHJ7B/HkgW2DhC17eh3RiwsrF0dEXi9g07e1g6pJJB1ecAWn3O6dOn0el0dOnSxdLhlHoq0VEKTPaYc5F3xU6bpu12/u238Pzz4OSkrbWjFCwROLkaNvwfJIVr9zUcAL0/Bud8bNxaCpw7P0Nt2Hk/1LAVcOO9smnTpqo+pwioREcpMBbritXp4OuvtWGsRYtg0CBYu1bbH0spGFHntb2pLu3QbrvWgkdmQZ3uFg3LErQNO1eiNuy8DyrRAdT+VkVNJTpKgSjy+pxb6fUwf76W7Pz+Ozz2mLawYMeORR9LaZKRAv9+Dnu+AVMmWNlC54nQ8XWwsbN0dEXu5g07q1d/SW3YmR9Xr8K5c9oXkzI+nVoVIhctlegoBWLPnj1kZWVRq1YtqlevbpkgrK1h6VJIToYNG+CRR2D7dm0/HSX/zvwD69+G+Cva7bo9tW0bXGtZNi4LybFhp2N9atd6w9IhlSyqPgeAyMhITp06BaDqc4qIWkdHKRDFZgaBra3Wo9O5s1a306uXtvO5knexQbDsGVgxWEtynKvBM0thyG9lNsmBWzbs9PlSbdiZX9mJThnvxbi5PqdixYoWjqZsUImOUiCKTaID2n5Ya9eCry9ERWm1OoGBlo6q+DOmw85Z8F1bOLcB9DbQ6Q0Yux8a9ivTq0+npgarDTsflKrPAYrZe2UZoYaulAdm8fqc3JQvrw1f+fnBqVPa1hH//guVK1s6suLpwlb4502IuajdrtkFHvkCKtWzbFzFgLZh5yS1YeeDCAuDs2dVfQ4q0bEElegoD6xY1Ofkxs0NNm/W3lgvXdJ6dnbu1O5XNPGhsPH/4NQf2m0nD+g1Exo/UaZ7cG6mNuwsANnDVs2bg4uLRUOxJFWfYxlq6Ep5YMX6G0rlyrBlC1SpovXs9O6t1e6UdVmZsPdbmN1aS3J0emg7GsYdhCZPqiTnOrVhZwFRw1YA7Nq1C4AmTZqo+pwipHp0lAdWrBMdgJo1tZ6dLl0gIAD69dOGtRwcLB2ZZVzeq23dEKl9s6RaW+j7BXg2sWxcxYzasLMAZffoFNf3iCJS7N8rSynVo6M8kGJZn5Obhg21dXWcnbVanSeegIwMS0dVtJIiYc0rsLCPluTYu8KA2fD8BpXk5OLSpa/Vhp0FITwczpxR9TmoRMdSVKKjPJBiW5+TmxYtYN06rSdnwwYYMgSMRktHVfhMWXBgPnzbSttpHB34joBXA6DlMG2xRSWH2NgDXL4yH1Abdj6w7N6cZs3KfH3OyZMnAVWfU9TUO5zyQErcN5SOHeGPP8Bg0NbbGTkSTCZLR1V4QgJg/kPa9g3p8eDVDF7aCv3/Bw5qj53c5Nyw80m1YeeDUvU5QM76HDc1IaJIqURHeSAlcs+WHj1gxQqwstL2xho/Xtuw8jqTyUR8fDxpaWkWC/GBpcTA3+Phx4ch7CjYOsMjn8PI7VDV19LRFWs5N+x839LhlHwq0QFK6HtlKaESHeW+JSYmcujQIaCY1+fkZuBALckBbdfzDz80P/TKK69QoUIF7O3tadKkCXPnziUxMdEyceaXyQRHlsDsVhCwEBBoNhhePQRtRoJeTY2+G7VhZwGLiFD1Odep/a0sR826Uu5bdn1OzZo1i399Tm6GDtWmmo8dC9Onc+TCBVosX867777Lww8/TGpqKn/++Sfjxo0jKCiITz/91NIR3134cW02VfB+7XalhtpsqhpqY9O8UBt2FoKb63Ncy+5Q6bVr1zhx4gSg6nMsQSU6yn0rcfU5uRkzhp1r1+K3fj0tVqwAPz9qvvIKNWvWBGDEiBEEBQVRuTivqJyWADs+hv3fg2SBjSN0fQfajQYrG0tHVyKoDTsLSfawVRnvxciuz2ncuDGVKlWycDRlj0p0lPtWGhKd6Ohoem3bxtq2bem+fz+MGUO0wcCR6tWJi4ujQoUKtGjRAoPBwNKlSwkLC2PSpEmWDlsjAid+h43vQVK4dl+jx7SVjZ2rWDS0kubGhp02NGr0hdqws6Co+hygdLxXlmQq0VHuS4muz7nJwoULERGa/fUXTJvGyytXcv6XX/Dr2tW8OvDMmTOpW7culSpV4ptvvuGVV17BycnJsoFfOwf/TIRA7ZsirrXhkVlQ52HLxlUC5dyw8w3KlWto4YhKiYgIOH1a+3dUxodrVKJjWaoYWbkvN9fneHt7Wzqc+3bw4EGefvppKrm7E/3hh5xv2JDtO3eyY+dORIQdO3awfft2zp8/zxNPPEFiYqL5TcsiMpJhy0cwt4OW5FjbQbf3YYy/SnLug0gWp069qTbsLAzZ9TlNm5bp+pyoqChVn2NhqkdHuS+l5RvKr7/+qv1y+jRHfv0Vv86dEbTr+/fff8nKyqJr1674+fkRHq4NDyVYYq8sETizDja8A/HB2n11e0GfT8G1ZtHHU0pcufITcfEHc92w8+rVq1y5cgUrKyvq1KmDSxle7O6+qG0fgBv1OT4+Pqo+x0JUj45yX0pFonP6NEydSpaPDzRqRNzx44A2FGdlZUVWVhZWVlbmobmIiAgAypUr4inHMYGw7Bn49VktyXGuDoOWwZBfVZLzALQNO78CoF7d980bdpquLyC5cuVK2rdvT5s2bahcuTLPP/88R48etVS4JY+qzwFKyXtlCad6dJR8K9H1OadOwcqV2s/15ditALGxoYKbG+j17Ny505zkZGVlsXPnTrp27YqbmxuffPJJ0XU/Z6bB3m/g3y/AmAZ6G+j4GnSeBIYyuiFpAcm5YefDeHk9hYgwceJEEhMT+eGHH3jppZd46KGHMBqNbNy4kXnz5uHo6Mjs2bMtHX7xFxmp/VsDtX6OSnQsTiU6Sr6VuPqckydvJDfZb74ANjak+/kxZvt2ar76KqP/7/+Y+dRT7NixwzxctXPnTnbs2IFOp2PcuHH069evaGK+sAX+eRNiLmm3a/ppKxtXqlc0z1/K3bxhZ4MGM9HpdHz88cd89dVXzJ49G51OR2aSjqQLDiRGp+JX/yle3D0aF09HS4deMtxcn1OxomVjsaCoqCiOX+8pVvU5lqMSHSXfSsQ3lLskN/TsCU89BY8+im2FClT/6CM+mDIFx6pVqVu3LnCjpyr7v0lJSSxdupTXXnutcOOOD4WN78KpP7XbTp7QawY0fsI8C0x5MLFxB3Ns2GlrcCMxMZGZM2fyxhtvMHbsWMa+OJErx2Po02oYCKCDmR9Pp3oTV1p2aMS6detYvXq1ZS+kOFPDVgD8+++/gFaf4+7ubuFoyi6V6Cj5ViwTHZGcyc3p0zceMxhuJDcDBkCFCjkO/fDDD0lOTmbChAnMnj2bmTNnsnnzZsLCwggJCTEnOz4+PoUXf1Ym7JsLOz6BzGTQWUHbV7SF/+zKF97zljFGYyKnTk3i1g07lyxZQmpqKhMmTCAuIoUrx2NYe3ARItDHdxjrDy1m3aFF9GMEnbpUYM2aNRw/fpwmTZpY9oKKK1WIDBTT98oySCU6Sr4Uq/qc7OTmt9+05ObMmRuPGQzQq9eN5MbZ+Y6n0el0fPbZZzz66KM0aNCAihUrsn//fr7++mtq1arF888/j9Fo5NSpU3Tp0gUbmwJebThoj7Z1w7XryVm1dtrWDZ6NC/Z5lDtu2JmYmMjLL79M1apV8V99gT6+wxCBdYcWsfHwUoymTPq2GkGfVsOo7lQVg8HAjh07VKKTm8hIc/2bWj9nB1AM3ivLOJXoKPmyd+9ey9bniMCJEzd6bu4zuclNx4439oSaMmUK77//Pi4uLqSnp/Pdd98RHR3Nzp076d69e8FcS1IkbPoAjq3QbjtUhB7TtE049WpCZEHLsWFnw1k3NuxMTOQtX19IT4fevUnUtYdqHejjO8yc5Fjrbejjqw1jJcdm4OjoSEpKikWvp9i6Pp26rNfnREdHc+zYMUAlOpamEh0lXyzyDSU7ucnuuTl79sZjBgP07q0lN/375zu5uRPnm85jb29P3759+fXXX9mzZw8+Pj54eXnd/8lNWXDwJ9g2HdLjAR20eh4e+gAcyu7CaoXJvGGnCLWsn8Rl/QXY+wvs3Qv//aft+n5duTZVoRqsD1hsTnKMpkzWByzmkdbDsHaE+Ph4KpbhD/G7UvtbATfWz2nUqJGqz7Ewlego+VJkY84icPz4jZ6bm5MbW9ucyU35wq9hadiwIY0aNeLUqVP8+eefjBw5Eisrq3sfeKuQQ7BuAoT9p932ag79voQqvgUar3JdRgZy5AjXVo2n/oHTuJw2Yrj22W3N0jw8WB0RQYdJk2jY9xlmvvUd6w4t0oarfIexPkCr0dHpYMjk2WzdupXGjdXQYq5UITKg6nOKE5XoKHmWlJTEwYMHgULq0RGBY8duJDfnzt14zALJza369OnDpUuXCA8Px9/fn06dOuX94JQY2PoRBPwMCNg5w8Mfgu/zoL+PhEnJXVQU+PtrPTV79sDBg+jS0sixxam1NbRsCR06mH9sPD15r04d6vx/e+cd3mTV/vFP0r1I96JQKKtA2XvI3qWoCKJAEUUQXlnCT0RRQEDAjYOhgOILCihDWTJfZEhZLcio7FFGS0v3bpOc3x9pQkvZtE2TnM91PRdNcvI893NI8nyfc773uY8f5885c6hcz53eDDV4dXo2CUehAN9azji528qL1/1ISJD+nAL2FBiy5WfF+EihI3lk9OvnVKlShSpVqpTMTvXiRj8tdf78ndfs7KBnT5246d3bKOKmMC4uLnTv3p0//viDv/76i+DgYDw9PR/8Jq0Wjq+AHdMgO0n3XIOB0HUGOMvl4J8KrVbn0Tpw4I6wKSyOC8ivYEVKHTus23XDLfQtaNoUHIsuuGgFLF68mJ49e/LCCy+waNEiHKxUnNpzg3/+dw0ETJz6H0a9PYTXX3+dn376qYxO0sTQ+3Pq1YOHfTfMmKSkJOnPKUdIoSN5ZEpsKFYInS9CP3JTjsXN3TRs2JCTJ09y6dIlNm7cyCuvvILyfsbh2BO6bKrrh3WPvevosqkCW5ddwOZEZiYcPnxH2EREQHJy8Xa1a0Pr1ojWrTitWsst1zOoXJvRpPEvurT9+9ClSxf++OMPBgwYwMKFC5kxYwY2lZPIt03BJteVD9+di0aj4f3337/vPiweOW0F6Pw5Qghq164t/TnlACl0JA9Fo9GQnp7O7t27gScUOkLA8eN3xM2FC3des7cvKm7KupbUY6BQKAgLC2PBggVcvXqVyMhImjVrVrRRThrsng2HvwOhBVtn3Xo4LUaCVQmnphsBIQRZWVlotVqcnZ1RlNZChteu3RmpOXBA9/nRaIq2cXCAFi3uTEO1amWolB1z9XtuXTyLlZUzde8q2Hk/evXqxbVr1xBCAHDs2DF2HzlEt/rhDOwznKHTO5f88gJmgFqtJiMjA9Xu3SjA4oWO9OeUL6TQkTyUzp07G+abQZdxkpeXh62t7YPfqBc3v/4Ka9YUFze9eunETWhouRY3d+Pm5kbnzp3ZunUrO3bsoGbNmrosLSHg1FrY9h5k6AqAUvd56D4bKvgbN+gSZMOGDTz33HMAeHl58dprr/HGG29QtepTFBjNz9eN8hUWNtevF28XEABt2twRNg0a6Fa7voviBTsrP3IoroUWlBw5ciQv9gln5YxDaFLtQci0/7sRQlCzZk3SL18moeC5bdnZdCmoF2eJSKFTvlAI/a2LBZKWloZKpSI1NZUK5WyKxJjk5+czevRowsPDadu2LSdOnGD16tXMnj0be3t7cnJyWLJkCcOGDSv+ZiHg2LE7IzcXL955rbC46d0bnJ3L7qRKGK1Wyw8//MD169epWbMmL3dpjGLL/8EV3ZLvuFeD0M+gWifjBlpC7Nq1i7Vr1zJ//nzUajW//fYbSqWSgwcPsmzZMgIDA4mKinr0C1tS0h3T8IEDuimpu9elsbKChg11gkYvbipVeuiutdpcjhztS0bGGTw9O1O/3ndPNeokhOC/Uw6QkZRL6Jv1qVLPcr0nejIyMhgxYgRTp04lODiYiIgIWLuWVp9/zgV7e2rk5LB9+3a6du1q7FDLnKSkJDw9PRFCEBcXh4+Pj7FDMkse5/otR3QkxRg1ahQ//fQT7dq1o02bNtSvX5+VK1cC8NJLL/Hee+9RvXr1O28QAqKi7oibS5fuvObgUHTkxgTFTW5uLra2tkUulkqlkj59+vDDom+ofG4p4vwYFEIN1vbQ7v+g9ViwtjNi1CXH4cOHCQsLo02bNmRnZ+Po6MjAgQMB3efho48+IjU19f4iRwidSVg/UnPgQNESHXpcXYtkQtG8OTg9fhHNS5fmkZFxpkjBzqdBoVAQWNeD0/tuEnMqEb+aLsU+D5aEWq2mX79+HDhwgFdffZVatWrRqlUrKPiNqP7665wbO9ZQN87S2Ldvn8GfI0VO+aDUx2HnzJmDQqFg/PjxhueEEEyfPh1/f38cHBzo0KEDp/UpiQXk5uYyZswYPD09cXJyok+fPly/ayg7OTmZ8PBwVCoVKpWK8PBwUlJSSvuUzJqoqCiWLl3KzJkzmfj2O7Ro2Yr/rt/KhisKPMPeJr9OL6zd/FEAy996i9O9e0P16rpMlo8/1okcBwfo1w9Wr9YtB79mDQwYYJIi59q1a1SvGkjrli3Ytm2bwbuBEHgnHma8zUrachSlUKOu1hXePATt3jYbkQMwadIkqlatysnTJ+nQqQMrNq9gXuQ8Ju2ZxLzIedzW3Mbf35+oqChef/11tBkZuuybuXN1SwF4eUFwMAwbBkuX3hE5tWrBq6/C4sW6lOTERNi8GaZMgY4dn0jkFC3Y+RF2tiUz+lK5rm5xwKiIaKpVqUKrFnd9HiyITZs2sW3bNhYsWMDQV16lVctWbFy7jQOXnNneeQoRFXvgVaEiarWaKVOmsH37dmOHXKbIsg/lj1Id0Tly5Ajff/899evXL/L8J598whdffMGyZcuoWbMms2bNomvXrpw9exaXAq/G+PHj2bhxI6tWrcLDw4OJEyfSu3dvIiMjDXeOAwcO5Pr162zduhWAESNGEB4ezsaNG0vztMyahQsXEhAQQKdOnXj33XdJUVZg7OfLUbUegCMQkaik8fNv0OX6cX67UkicOjjoRmz0IzdPcJEqjyQkJHA99hZ2uYn06NGDls2b8fF7o3kmYyOK89uxB9KUrmzWtsPW8TlecKti7JBLlNOnT7Nnzx7mzJnDu+++S7pzOhOWTMCnjw8KpQKlQsncj+bQQVGTL2wqMmL1ali2rLhp2N4emjW7MwXVqlWJpx+r1RlER7/NnYKd3Ups3wHBbiitFMTduMWNuDiskpPp0aMHLZo148OZM+nWrZvFjPAsWLCAli1bUqdOHW7G3sBe68qiOb8Q2niwrsFVK2aHvUnleu5Env6bo0eP0q1byf1flHekP6ccIkqJ9PR0UaNGDbFjxw7Rvn17MW7cOCGEEFqtVvj6+oq5c+ca2ubk5AiVSiUWLVokhBAiJSVF2NjYiFWrVhna3LhxQyiVSrF161YhhBDR0dECEAcPHjS0iYiIEIA4c+bMI8WYmpoqAJGamvq0p2s2NG3aVEyfPl1ERkYKazd/oWo7SABC1XaQCHxnk+Gxa5uB4rx3oFgN4sa8eUJkZBg79FIhMjJSAOLocCexfbCj+D7MQWRPcRFiWgWhme4mtDtniOuXz4np06eLadOmibNnzxo75BLlu+++E1WrVhUHDx4Utj62wut5LwEI7+e9RciyEOH9vLcAhM9zXuKqt60QuokqIfz8hOjXT4gvvhDi0CEhcnNLPdbo6Mli564gsf/vdiI/P63E9//7l1Hinb4LBSB+C6wivg8IEP3d3MRX/hVFm6ZNxdatW4VWqy3x45YncnNzReXKlcWSJUtEZGSk8KpQUYQ2HSoAEdp0qPj2jV2Gx72bDRXzv1wsAJGdnW3s0MuExMREoVAoBCBiY2ONHY5Z8zjX71Ib0XnzzTcJDQ2lS5cuzJo1y/D85cuXiYuLK6Lw7ezsaN++PQcOHOCNN94gMjKS/Pz8Im38/f0JCQnhwIEDdO/enYiICFQqFS1atDC0admyJSqVigMHDlCrVq1iMeXm5pKbm2t4nJaWVtKnbfLoVz6OiorCuV5XKrTsB0Dq/p9JjVgNGjWqtoNwbfUiU7v3ZOXUcI60aYO/mYzg3A+FArpWu/N1OXxDQ/j6DNy3bGTmR61o2bIlERERbNq0iTfffBM7O/OYuhoxYgQjRowgKioKt2fc8Az1RIGC+PXxJGxMQKgF3s9749Pbi2W1a6FYf5vbNWvy1e+/6zqtjEhI2MnN2F8pVrCzBKlc14OIAq+5FdDWyZm2Trrp2MTr1w0jPLNmzy65wq/lDFtbW65evQrofiNaBfega8OXgeKV3rs1GkjmtZuArjq8vb290eIuK/T+nODgYHx9fY0djqSAUvHorFq1iqioKObMmVPstbi4OIBiJi0fHx/Da3Fxcdja2uLm5vbANvdaiMnb29vQ5m7mzJlj8POoVCoqPUIGhyWSnp4OgLVK17+ubV4GK2vQqMHKGtc2L6MF/o7WmY5dTCg1vKRo5q8ktIY1Bw8f4f/eGkvHjh1xc3MjLS2NnTt3Gju8EiU7Oxu1Wo2Npy6N2/tZbxTWCoRaoLBW4P2sNxrgV5HML0Cev3+Zihxdwc53AahceRhubs1L5TiBdT1ACHq4uFD9LiE7oIKKV9zcOHTkCBPHjSuV45cn9L8R7i66i3nPJuGG4qeFK71fOXcDAGcT9Oc9CXLaqnxS4kLn2rVrjBs3jhUrVjxQwd89ny2EeOgc991t7tX+Qft59913SU1NNWzXrl174PEskU8//ZQGDRqg0WhQp8YDkPL3SoPIQaMm5e+VKBQKOjYLYc6cORaVXSGEYNsFNa1/zOXLg3m0bN6Mz778GltbW8LCwgDdqJj+rtfUuXXrFhUrVmTv3r3k384HIP6PeIPIEWpB/B/xKBQKOjftzPTp0xk8eHCZxSeE4N8zU8jPT8LJqSZBVSeU2rGcNEl0u7mRL/wrYl3wGyOEYH9mBgNvXOen5GRaNGvG5199VWoxlAfGjBlDr169AEhK191U3qvSOwpo0Kw28+bNw8HBwZghlxmyvlX5pMSnriIjI4mPj6dJkzvVmDUaDXv37uXbb7/lbEEV6ri4OPz8/Axt4uPjDaM8vr6+5OXlkZycXGRUJz4+ntatWxva3Lp1q9jxExIS7pvSZ2dnZzZTCqVFhw4dmDRpEn/++ScZJ3cgtGpS9/+sm65q8zIpf68kdf/PKBQwfd13VPHsa+yQywQhYNsFNdP3qjl4TSdwti4uakINCgqiUaNGHDt2jA0bNjBy5EiTX0XXx8eH2rVrs2zZMpJvJ6PVaElYn4D38954P+tN/B/xxK+PR4GCcUvHEeQWVKbxxcau5fbtnSgUNtSt8wVWViX//Rb5+ST99BMJ387HLyeHPK2WFI2G83m5fJuczD+ZmbRo1oytFmJKbt++Pd9++y1Hjx4l4sxWNFrNfSu9L585H1dvx4fv1AxITk7m+PHjgMy4Km+U+IhO586dOXnyJMePHzdsTZs2ZdCgQRw/fpygoCB8fX3ZsWOH4T15eXns2bPHIGKaNGmCjY1NkTaxsbGcOnXK0KZVq1akpqZy+PBhQ5tDhw6RmppqaCN5fJo1a8agQYOYNWsW6uSb+F84jGubgbi3ehEF4NF2IK5tB8G1fzhxYJexwy0zBqzNpcfPWeDXgK1bt3Lg4CG6d+9e7KLWrVs3nJ2dSUxMZK++wKGJ88knn3D27FnybuWRcTIDr+e88O3thVIj8HvWB5/nfXC97cqbA99Eq9WWWVzZ2dc5d34mAEFBb+HiUrvkj3H8OJf79Sf+s88ROTlkVanJc1euEH79GsOvX8e+Th22bt1KxKF7fx7MkWeffZYOHTowceJEEtJuwJUD9G4yhJ6NBgKCXs3CCW06lDOxRzl7+aSxwy0z9P6cWrVqSX9OOaPEhY6LiwshISFFNicnJzw8PAgJCTGsqTN79mzWr1/PqVOnGDp0aJFFyFQqFcOGDWPixIns2rWLY8eOMXjwYOrVq2cw+dWuXZsePXowfPhwDh48yMGDBxk+fDi9e/e+pxFZ8ugsXbqU7t27g9KKz+Ivcez0brreiiRElYdbfCSZp3dTyUVRZNTOXPH29qaSvy9e1Rs9UODocXBwIDQ0FID9+/cTGxtbluGWCm3atGHJkiUorBXYJtry5etfMuRfZ7ofSaXlvy4ozyi5cOAC/fv3v3+B0xJGCA3R0f+HRpOBStWUwMqvl+j+NenpxM2YwZWXB5J79ixWrq74zZmD6zfzSLNxxlpVlTUrf7cogaPHxsaG9evXExISgpXSms8zYlh+fieVXG6gdM8kOn4/h85tJ6C6p0X9Fkt/TjmmFLO/DBROLxdCl2I+bdo04evrK+zs7ES7du3EyZMni7wnOztbjB49Wri7uwsHBwfRu3dvERMTU6RNYmKiGDRokHBxcREuLi5i0KBBIjk5+ZHjkunl90ej0YhfV60SKQXpwsMbNxaAaNSokViyZInIzMw0dohlRk5OzmOnDa9evVpMmzZNLFq0SKjV6lKKrGw5d+6cOH78uBBCiJvt2wsBYpKdnRg7dqz4999/yzSWK1e+Ezt3BYndf9UTWVlXS2y/Wq1WpP65VZxr+4yIrhUsomsFixvvTBb5SUmGNr9+clB8M2KnOL4z5gF7Mn/y8vLEnytWGJYUeKZWLQGI9u3bi9WrV4u8vDxjh1imNGrUSABi5cqVxg7FInic67esdSVrXd2XiPnzaTV6NGkKBflxcVjZ2qJSqSzq7vVJSU9PZ/78+eTk5NClSxfatm1r7JBKFPWwYVj/8AOaadOwmj69TI+dnnGGI0eeR4g8goNnU9F/QInsN//GDeJmziKj4M7cNjAQ3w+n49SyZZF2x3bEcGDtBSrXcSdsbMMSObbJsn499O0LdeqQ8Ndf2NvbW2QWZnJyMh4eHgghuHnzZhH/qaR0eJzrtyzFK7kvSevXA3CpYkU8vL1xdXWVIucRcXFx0U3/oRvSTkxMNHJEJYu1uzsAVpmZZXpcrTaX6OiJCJGHp2dn/P1efOp9CrWaxB+XcbF3mE7k2Njg+Z9RVN3wRzGRAwVp5sCNcynk52mKvW5RFIhCOnTAy8vLIkUO6KapRYE/R4qc8ocUOpL7UiEqCoB8ae5+Iho2bEhQUBBqtZoNGzaUqVG31NHfQaWmlulhL136qkQLdmafPMXlF18k/uOPEdnZODRtQtDv6/EaOxblfTI03fwccXa3Q6PWcuNs8lMd3+QpSKfGwn0psr5V+UYKHck9yUhNpV6y7ke84qBBRo7GNFEoFISFhWFjY8PVq1eJKhCOZoFe6JTh6uK6gp3fA09fsFOTkUncR7O5MmAAudH/olSp8Js1k8D//he7atUe+F59NXOAmFPmNVL3WCQlwYkTur8t/AIvjcjlGyl0JPfk5IoVuAJpCgX+BYuDSR4fNzc3OnfuDMD27dtJLeMRkFKjjIVOkYKdvi88VcHO9J07uRQaSvLy5aDVUiEsjGpbNuParx+KR8wa01czv3o60SIrmAO6CvVCQJ06cI9V6i2FlJQUjh07BsgRnfKKFDqSe1LYn4N1qRa5N3uaN29OQEAAeXl5bN682TwujCqV7t8yEjrnz39ETs417O0rUrPmB0+0j/y4OK6NHs310WNQ37qFTaVKVFqyhIqffoK1h8dj7UtfzTztdg6p8dlPFI/Jo/fnWPjFXb9+Ts2aNfH39zd2OJJ7IIWO5J5If07JoVQq6dOnD0qlknPnznHq1Cljh/T0lOGIztMW7BQaDUn/Xc6lXqFk7NwF1tZ4jBhB0MYNOLdt80Qx2dpb41fdFYCrljp9VciIbMnIsg/lHyl0JMXITEsjRO/PKVjEUfJ0eHt7065dOwD+/PNPMss4W6nEKSMzsq5g53uAvmBni8d6f050NFcGvMSt2bPRZmXh0KgRVdetxXvCWyifspq2wadz2gKFjvTnGJD+nPKPFDqSYpz8+WfcgHSFAv+CVX4lT0/btm3x9vYmKyuLbdu2GTucp6MMRnSEoWBn4mMX7NRmZnJr7sdc7tefnFOnULq44Dt9OoE/r8C+Zs0SiS8wxILTzPft0/lzateG+9QWtASkP8c0kEJHUozEdesAuOjvL/05JYi1tTV9+vRBoVBw4sQJzp8/b+yQnpzCHp1S8hw9acHO9N27uRgWRtKyZTqzca+eBG3ehNtLAx7ZbPwoWHSauZy2AnTr52i1WmrUqCH9OeUYKXQkxagQGQlIf05pEBAQQMuCReg2btxIbm6ukSN6QvQjOlotZGWV+O6LFOysOv6RCnbm34rn+rjxXB/1H9Q3Y7Hx96fS999R8YsvsCmFrCCLTjOXRmRATluZClLoSIpQ2J/jL/05pULHjh1xdXUlLS2NnTt3GjucJ8PREfSjIyU8fSWEhuh/3y4o2NmEwMDhD26v0ZD0yy9cCg0lfds2sLLCfdhrBG3aiHOBL6q0sMg086Qk+Ocf3d9S6ABS6JR3pNCRFOHEL79If04pY2trS58+fQA4cuQIV69eNXJET4BCUWqG5JhrP5CSchgrKyfq1vkMhcLqvm1zzp7lysCB3JoxE21GBvb161N17Rp83n4bpaNjicZ1LywyzVzvzwkOBl9fY0djNFJTU6U/x0SQQkdShKS1awG45O+PwsbGyNGYL0FBQTRq1AiADRs2kJ+fb+SInoBSMCSnZ5zh4sUvAKhRYwoODpXv2U6bnU38Z59xue8L5PxzAqWTEz4fvE+Vlb9gHxxcYvE8DItMM5f+HKCoP6dixYrGDkfyAKTQkRTBpWD9nDzpzyl1unXrhrOzM4mJiezdu9fY4Tw+Jbxo4KMW7MzYt49LvcNIXLIUNBpcunUjaMtm3AcNQmF1/9Gf0sLi0sxlfStA1rcyJaTQkRjITE8nJCkJkP6cssDBwYHQgunBv//+m9jYWCNH9JiU8IjOwwp2qhMSuDFhAteGjyD/xg2s/fwIWLCAgK+/wsaIKc4WlWaenAzHj+v+tvALvPTnmA5S6EgMnPj5Z9yBDOnPKTNq165NnTp10Gq1bNiwAY3GhC6UJSh0UlKOGgp2BgfPKlKwU2i1JK/+lYuhvUnb8icolbi/8grVNm3EpVPHpz7202JRaeZ6f06tWhbvz9EX6ZUjOuUfKXQkBhL1/hw/P+nPKUN69uyJvb09sbGxREREGDucR6eEzMhqdQano/8PfcFOb6/uhtdyzp3j6qDBxE2bhjYtDfu6dany26/4vDsZpZPTUx23pCiSZn46ycjRlDLSnwPc8edUr16dgIAAY4cjeQhS6EgMSH+OcXBxcaF7d93F/a+//iIx0US8HiU0onOvgp3anBziv5zH5b4vkH3sGEpHR3zee5cqv67GoW7dp428xDGkmZ+6bd5p5lLoALK+lakhhY4E0Plz6kl/jtFo2LAhQUFBqNVqNmzYgFarNXZID6cEzMj3KtiZeeAAl/o8S+J334FajXOnTgRt3oT7kCFGMRs/ChaRZp6SIv05BUh/jmkhhY4EgJO//GLw5/hJf06Zo1AoCAsLw8bGhqtXrxrm/8s1Tzmik5eXeKdgZ6XXcNFW58akScS8Noz8mBisfXwI+PYbKi2Yj42fX0lFXSpYRJp5YX9OOf//KE3S0tKILFg9XvpzTAMpdCTAXf4cW1sjR2OZuLm50blzZwB27NhBailXBn9qnkLoCCE4U6hgp8c/VbnYK5S0DRtBocAtPJygzZtw6dKlhIMuPcw+zVyWfQDu+HOqVasm/TkmghQ6EgBcCu5Qclu1MnIklk3z5s2pWLEiubm5bN68uXz7PZ7CjBwbt5aE2ztQYI37zw7cen8G2tRU7GrXpsqvq/Gd8h5Wzs4lHHDpUjnEHTDjNHPpzwHktJUpIoWOhMz0dOrq/Tkvv2zkaCwbpVLJs88+i1Kp5Ny5c5w+fdrYId2fJ/ToZGdf59y5GQA4b1Sg2f4vCgcHvCdNoupvv+JQr15JR1omuPs5mW+aeUoKFJQ7sPQRHSl0TA8pdCScXLkSDyBTocA/LMzY4Vg83t7etCsoRrllyxYyMzONHNF9eIKpKyE0nDz0BhpNJrYXFDhvBef27am2aSMer72Kwtq6lIItfcw6zVzvz6lZE/z9jR2N0UhLS5Pr55ggUuhIuF3gz7ko/TnlhrZt2+Lt7U1WVhbbtm0zdjj35jGFjjo5mVOL+pGuPYMiBzw2eRHw5TwCFi3ExkxqBZltmrks+wDoVjDXaDQEBQVRqVIlY4cjeUSk0JHgcvQoAHnSn1NusLa2pk+fPigUCk6cOMH58+eNHVJxHlHoCCFIWf87Z4Z2Iz7oBAB+11pR6+ftVOjRo1ipB1PGbNPMpREZkNNWpooUOhZO4fpWftKfU64ICAigRYsWAGzcuJHc3FwjR3QXhYXOfUYvci9fJmboq9z8YDKJfZPBBtxsmhI8YjlWLi5lGGzZYJZp5tKfY0AKHdNECh0L58SqVdKfU47p1KkTrq6upKWlsWvXLmOHUxS9GVmjgaysIi9p8/JIWLCAy88+R9ahQ6Q/q0BdSWBj7UbdFvPNahTnbswuzXz/ftBqoUYNMJMpxidBrp9jukihY+EkrlkDwCVfX+nPKYfY2trSp08fAA4fPszVq1eNHFEhHB1BWfATUmj6KuvoUS4/9zy3v/4GkZeH8vkQMjrnAxBc+6MiBTvNEbNLM5dp5UBRf07lypWNHY7kMZBCx8JxluvnlHuCgoJo1KgRABs2bCA/P9/IERWgUBSZvtKkpHDz/fe5OjicvEuXsPLwwOfzWdwOS+BeBTvNFbNLM5dCB5D1rUwZKXQsmMz0dEIKCkhKf075plu3bjg7O5OYmMjevXuNHc4dCoROxubNXOwVSuoaXQafa//+VNuymVtBR4sV7DR3zCrNPDVV+nMK0Ptz5LSV6SGFjgVzYtUqPIEshQL/gukRSfnEwcGB0IIaZH///TdxcXFGjkiH1sEBgMQv56FJSsK2ejUCf16B38wZJOUfLVaw01IwmzRzvT+nenWL9uekp6dztCA7VQod00MKHQtGX9/qovTnmAS1a9emdu3aaLVa/vjjDzQa4/k/RF4et7/7npxr1wCwUirxGj+OoHXrcGzSRFew8993AV3BTje3FkaL1RiYTZq5nLYC7vhzqlatSmBgoLHDkTwmUuhYMM4FdyjSn2M69OrVC3t7e2JjYzl48KBRYsiKOsblF/qR8OWXaAuyp3zHjMZz5EgUtrbFCnYGBU00SpzGxGzSzKXQAWRauakjhY6FkpWRQd0Cf47vSy8ZORrJo+Li4kL37jpD7+7du0lMLLuLqCYtjdhp07k6cCC5589j5eaGbYFJ2rrQiKChYKfChrp1PsfKyq7MYixPmHyaeWoqFJQ7sHR/jjQimzZS6FgoJ1atwgudP6ei9OeYFA0bNiQoKAi1Ws2GDRvQarWlejwhBGlbtnCxVygpq1cDoHqhL0FbNnOu4NgrFi5kxowZXLkSyblzMwEIqjoeF5c6pRpbecbk08wL+3MCAowdjdHIyMjgyJEjgPTnmCpS6FgotwvWz7no64vCzjLvuE0VhUJBWFgYNjY2XL161VBksDTIu36dayPe4MaEiWhu38a2alXypn5A+pAhWLu54VxQ4NE+N5fPPvuE9b/3QaPJQKVqQmDg8FKLyxRw93PC2c2E08z19a0s/OKu9+dUqVJF+nNMFCl0LBSDP6dlSyNHInkS3Nzc6NSpEwA7duwg7TEqiD8KIj+fxCVLuNQ7jMx9+1DY2OA5ejRpH07nmZEjef/99wGoUr8+AP26duXIkTnUr2+PQmFPndqfolBYlWhMpoZCoSAwxITTzKU/B5D+HHNACh0LJCsz844/R66fY7K0aNGCihUrkpuby6ZNm0osjTn7n3+43K8/8Z99jsjJwbF5c6r+8Qfuo0bSf+BAatWqxY8//ghAlqeWC8PcONH4ENdvfA1ArZofkJHhYDSzdHnCZNPM09KgYDFRSx/RkULH9LE2dgCSsufEqlW0RPpzTB2lUsmzzz7LokWLOHfuHKdPnyYkJOSJ96dJTyfhy3kkr1wJQmClUuH9zjuonn8OhULBli1buHjxIgcPHsTZ2ZmJE18kKWkn4QNdEYo0QMGK5cm4u68jOXk7u3fv5sKFC1hZWe7Izt1p5q4+jsYO6dHQ+3OqVYNKlYwdjdGQ/hzzQI7oWCAJ+vpWPj7Sn2PieHt7065dOwC2bNlC1l3FNR8FIQRp27ZzKbQ3yb/8AkKgevZZgv7cgmvf5w0FOJctW0bDhg1p3rw5WVmXSUraxbJlySz/JQWUOpGzbFkySUm7GD78Wa5cuWLIVrFUTDbNXE5bAXDgwAGDP6dKlSrGDkfyhMgRHQvEueAOJUf6c8yCtm3bEh0dTXx8PFu3bqVv376P/N78mzeJmzmLjN27AbAJrIzf9Ok43WNtpenTp6PValEoFNyMXUN4uAcgWLYsmZ9/TiY/H4YOdWNwuAfuHv8CEBMTUyLnaMoE1vXgxtlkYk4n0qCziYyOSKEDyGkrc0GO6FgYWZmZsr6VmWFtbW2ocH7ixAnOnz//0PcItZrEH5dxsXeYTuTY2OD5n1EEbdhwT5EDUKdOHcPUWE72dQSCweFu2NhAfj7Y2MDgcDfQqMmN2EQjwMZa3kuZXJp5WppcP6cAWd/KPJBCx8LQr5+TrVDg/+yzxg5HUkIEBATQsmCEbtOmTeTm5t63bfap01x5cQDxH3+MyMrCoUkTgtavw2vsWJQPmMqMiopiwIAB5OfnY+8QgKLAk6MXOfn5sGK5Lo3acV80UcAL06bB7Nlw5UpJnq5JYXJp5n//DRoNBAVJf07B6Lcc0TFtpNCxMPT+nIvSn2N2dOrUCVdXV1JTU9m1a1ex1zUZmcTNns2VF18kJzoaZYUK+M6cQeDy/2JXvfpD929jY8Ovv/7K2rVr8ffrx/LliSxblszQoW78uTWIoUPdWLYsmRW/pOCveAbs7bG/dAmmTIGqVaFdO/j+e0g2gYt9CWJyaeZy2grQ+XPUajWBgYHSn2PiSKFjYTgVrJ8j/Tnmh62tLWFhYQAcPny4iD8mfdcuLvXuTfJ/l4NWS4Xevam2ZTNu/fujUD7az0C9evXo2bMnb775JhcupOPu3pmhQ90JH+IJKBkc7snQoe4kJgYS/cYHEBcHP/wAnTqBQgH79sEbb4CvL/TtC+vWwQNGnswJQ5q5KZSDkEIHkP4cc0IKHQsiKzOTkNu3AfCT9a3MkmrVqtGooP7Uhg0byL52jWujR3P9zdGo4+KwqVSJSkuWUPGzT7H29Hzs/f/8888EBgbStm1bWrbsz/z5kVSuPBxv755o1J3Izm7Axo3HddlWKhW8+irs2gUxMfDJJ1C/PuTlwfr18MILOtEzYgTs3atLZzZTDGnmCdmk3Hr8zLgyQ66fY0DWtzIfpNCxIE6sXo030p9j7nTr1g1nR0fcDhzgUu8wMnbuAmtrPIYPJ2jDHzi3bfPE+3Zzc2PPnj28/vrrVKlSBUfHKvy0LI0mjRfRvft3nDuXwm+//cbEiXdVLA8IgLffhn/+0W2TJkHFipCSAosX6y6qVavCe+9BdPTTdUA5xGTSzPX+nKpVoXJlY0djNDIzMzl8+DAghY45IFMiLIjC/pwQe3sjRyMpLRSXL9Nrz14UFy8CYFW3LpVnz8a+Vs0S2b+LiwtffPGF4XHPnj3x9fWladOmNG/e3LDuzn2pX1+3zZmjq6e0YgWsWaMb9ZkzR7c1agSDB8PLL4OfX4nEbWxMIs1cv+6RhV/c9f6cypUrS3+OGSBHdCwIJ/36OS1aGDkSSWmgzczk1sefcLn/iyguXkRjb8fRpk3Y3bULNtWrldpxW7duzZtvvkmLFi0eLnIKo1RCx46wdKnOz/Prr9Cnjy6F69gxmDhRNxLUrRv897+Qnl5q51AWmESaufTnANKfY25IoWMhZGVmUrfAn+Mr/TlmR/pff3ExLIykH38EjQaXnj0IWL+eGyEhxMbFlf+6Uw4O0L8//PEHxMbCggXQurXOt7NjB7zyCvj4wMCBsGWLLpfdxCj3aebp6VCQrGDp/hwpdMwLKXQshBO//ooPOn9OxeeeM3Y4khIi/1Y818eN5/rIUahvxmLj70+l7xYR8OWXuFatSvfu3QHYvXs3iYnl2BtSGA8PGDVK5xe5eBFmzoSaNSE7G1auhNBQnb9n7Fg4fBhMpFimQqGgcnlOMy/szwkMNHY0RkP6c8wPKXTMnH379lG/fn3WjhkDQHSFCqgtsMhiUlISTZo0ITg4mGeeeYZvv/2W1NRUY4f1xAiNhqRffuFSaCjp27aBlRXuw14jaNNGnAvdjTds2JCgoCDUajUbN240rQraoFu07v334cwZOHIExo0Db29ISIBvvoEWLaBWLZgxQyeKHoOpU6dSu3ZtGjZsyPDhwzl27FgpncQdAsthmvlvv/1GSEgIS8LDAbhevTpaM86AexgRERHSn2NmSKFjhty8eZPFixcD0KxZMzp27MgzGp0n4PfUVOrVq0deXp4xQywTcnJy+Pzzz1Gr1bi7u9O3b1969eqFu7s748ePJyAggEuXLhk7zMcm5+xZrgwcyK0ZM9FmZGBfvz5V1/yGz9tvo3QsWh1boVAQFhaGjY0NV65cIUq/tL+poVBA06Ywbx7cuAF//gmDBoGjI5w/D9OmQfXquumuBQugYJr2bjZv3szRgumZHj160KNHD1q2bMnWrVtp3Lgx7733XqmeRnlJMz9z5gy//voroKuV1qlTJ7oU3ABN2bGDLl26mJ4oLiEKT1s9ludMUn4RFkxqaqoARGpqqrFDKTHi4+NF9erVRcWKFUVycrIQQojMjAwRpxvgF3/PnSt2795t1BjLgvz8fNG7d29hZ2cnjhw5Uuz169evizVr1hghsidHk5Ulbn32mYiuGyKiawWLM42biMTlK4RWrX7oew8cOCCmTZsmZs+ebVafd5GeLsTy5UJ07y6EUilEwedcWFsLERYmxOrVQmRlCSGE2Lx5s7CyshKvvvqq0Gq1RXaTn58vfvvtN3Hr1q1SD3n9F1Hi2zd2ieM7Y0r9WPfiwoULwsvLS9SvX1/k5eXpnkxPF8LKSggQR9esEZGRkUaJrTzQpk0bAYilS5caOxTJA3ic63eJj+jMmTOHZs2a4eLigre3N8899xxnz569W1wxffp0/P39cXBwoEOHDpw+fbpIm9zcXMaMGYOnpydOTk706dOH69evF2mTnJxMeHg4KpUKlUpFeHg4KSkpJX1KJsXkyZNJTExEnZ9H9+7d2PDrajbMnMqRlg3ZXa8WwQNepEOHDiQmJvLdd9+Z7V3bsmXL2LRpExWcXRjz5mh2r99Oyp+XSVx5htStl/G2c+eFF14gJyeHn376idv3GQEoL2Ts28elsD4kLl4CajUuXbsStGUz7oMHoXiEqUh/f39u3bpFbm4uP/74o/lMTTg769LQt27VjfR8+SU0aQJqNWzcCAMGgI8P6iFDWPzyy3Rq355t27fQqlULtm1bzoULn3Dq1DiuXP2SXr2a4O3tzfHjx9m8eXOphayfvoox0vTVyJEjcXR0JC4hgTbPPMNP23YyK+I4I9+dxUcT38etZ28aN27M9evX+emnn4wSo7GQ/hzzRCFK+ErXo0cPXnrpJZo1a4ZarWbKlCmcPHmS6OhonJycAPj444/56KOPWLZsGTVr1mTWrFns3buXs2fP4uLiAsCoUaPYuHEjy5Ytw8PDg4kTJ5KUlERkZCRWBT/sPXv25Pr163z//fcAjBgxgipVqrBx48ZHijUtLQ2VSkVqaioVKlQoyW4wCsnJyfj7+/Paa6+xYMECqni4UdPXk661a6BEAAp2nLlA1SYteCH8Fbp06cKePXto166dsUMvUYQQNG7cGBcXF/bt20fTiiG0q9KMsa2HoFQqUSgVzNv/E7bBrkyYPZmAgABmzJjBpEmTjB16MdQJCdyaM5e0LVsAsPbzw/eD93Hp1Omx9hMVFUWPHj144403sLKy4tixY/znP/+hW7du5jk8/++/8PPPujV6rl41PJ3t7s63SUmsq2NHzaYODBrsjlKpQKFQsmJ5Iu7unUlLU7F161YuX76MdSlUX0+8mcGqGYexslYy7ItnsLEtO8/c2bNnCQ4OZubMmXzwwQfY1G2AbdNWVBj8OqCb6kz7eQnd3ZzpVTeY119/nYsXL1K1atUyi9GY7Ny5k65du1KpUiWuXr1qnt8NM+Gxrt+lO7ikm0oBxJ49e4QQQmi1WuHr6yvmzp1raJOTkyNUKpVYtGiREEKIlJQUYWNjI1atWmVoc+PGDaFUKsXWrVuFEEJER0cLQBw8eNDQJiIiQgDizJkzjxSbuU1dLV26VCgUCrF9+3bh6ewoutWtIQDRvW5N8dmLoaJ73ZoCED1CaorEC+dFSNWqYvSrrwqRkWFW279HjwpHEN/MnStquwWIiW1fE4CY2HaYuPbOXjGx7TDd42eGifyELDFw4EBRv359Y//3FUGr0YikVavFmWbNRXStYBFdu46Imz1HaDIynmh/kZGRAhBvvfWWmDZtmpg0aZJwcHAQzZs3F1u3bi02lWM2aDRC7NsnNgUEiFRrayFAZFa0FkOHuApADB3qJnbuChJDh7oVPHYXh/f8JhxB7N60qVQ+n9r0dLFiwg6x6LVN4srBK2X63Zj17rvCX6USB3ftEk4VKwunoaMEIJxeHSV8/ndMOL2qe+z86ihxOjFZuLi4iI8++sjY/4tlxpQpUwQgwsPDjR2K5CE8zvW71IXO+fPnBSBOnjwphBDi4sWLAhBRUVFF2vXp00cMGTJECCHErl27BCCSkpKKtKlfv76YOnWqEEJ3UVepVMWOp1KpxA8//HDPWHJyckRqaqphu3btmlkJnczMTHH58mURGRkpetarJT7t38sgbqyUSoPo+bxfT7G3Xq07fgYz3lLajRDX3v6fQdzYWtkYRM+VSbvF8YX/EzNmzBDe3t7G/u8zkHPunLj88kCdwKkVLC4931dknTz1VPvUC50RI0aIadOmiWnTpom33npLVKpUSQCiefPmYseOHSV0BuWPhIQEcSsmRlz47DOxcZib2Lm9qkHc2NhwR/RsryrOD3Mz+ue2LLZZr48R/juOGMQNNrrvhtOro4TPjqPi9Z1/i7p164oxY8YY+7+vzGjbtq0A6c8xBYzq0blrtIgJEybQtm1bQkJCAIiLiwPAx8enSFsfHx/Da3Fxcdja2uLm5vbANt7e3sWO6e3tbWhzN3PmzDH4eVQqFZUqldNl2J8QR0dHQzqku5MDAF3r1sBKqUSj1WKlVNK1bg0AUgteN3fUKl9Awfg2r2BrZUOeJh9bKxvGt3kFBJz6+zhZWVnYl4OSGNqcHOK/nMel5/uSHRWFwtERn3cnU+XX1TiE1C3x41WoUIFXX32Vli1bcvjwYd56660SP0Z5wdPTE+9KlUjt2JEIXxuEEgaHu2Fjo1t70MZG9xggx9fGyNGWDdd8/REocA4fQeGOcA4fgQC2HTtRbr4bZUFWVhaHDh0CoL2FL5hobpRqravRo0dz4sQJ9u/fX+y1u+c+hRAPnQ+9u8292j9oP++++y4TJkwwPE5LSzMrsZOWlkb//v0JCwsjKTMbgB2nzxtEjkarZcfp83SuU52UnqFMb9uFKlWqMHToUOMGXgqMHz8epVKJ05k4RiiUfPX3TwaRk6fJZ97fPzGm9WBC2jRE43iN/v37GzXezAMHiJ3+IfkxMQA4d+qE7wfvY1NKdZ6EEFy8eJG9e/dy7do1mjdvzkcffVQqxyoP7N69mylTpvDFF19wK063qvKK5ckGkZOfr3s8cKAblxt3Y1bvFD799NNS+33Iy1Hz07t/o9UIBkxpjquP48PfVALExMQwdOhQxowZw+o9h7FTKslY/j2FOyJj+fc4DxxG1wYh2HTrZnYevvsRERFBfn4+AQEBBAUFGTscSQlSakJnzJgxbNiwgb179xIQEGB43tfXF9CNyPgV+hGPj483jPL4+vqSl5dHcnJykVGd+Ph4WrdubWhz69atYsdNSEgoNlqkx87ODjs7u6c/uXKKi4sLt27d4pdffuH85WtotFq2nz5P97o16Vq3BjtOn2fb6XMoFPDL14tx8/U3dsilRq61NWvWrMFZY0+2Vs3n+39gYtthjG/zCvP+/onP9y8FBcx9+xsaeHY0WpzqxERuffwxaRt0Bnprb298Pngfly5dSsUIKYTgwoULRQTO4sWLzdeUXICfnx8RERH8+eefbN2ajloj+GlZCkOHujE43I0Vy5NZtiwZUDB//kzC+lYp1XhsncCrth83ziZz9UoOrkFepXo8Pb7VqnH6yhX+u3Yt6UeiyFeryVy2EKdXR+EcPoKM5d+T+eNCFMD7335J1a5tyySu8oBcP8d8KfGpKyEEo0ePZt26dfzvf/8r5tavWrUqvr6+7Nixw/BcXl4ee/bsMYiYJk2aYGNjU6RNbGwsp06dMrRp1aoVqamphlRAgEOHDpGammpoY2koFAqmTp1KREQEtzOyOBd3m251a9C1djUUWi3dQmrSI6Qmtr4BfPTZF+aTYnwP3nrrLbKysriSfJ2/Lh9mQptXGdNqMALB+LavMPGZYWT7KQgf85pRVkgWQpCydi2XeoXqRI5CgdvgwQRt2UyFrl1L7Yd27dq1/Pzzz/j5+bF161YOHjxI9+7dzf6HPTg4mAEDBvDJJ59w44aai4eyGTrElcEDXRFCweBwT4YOdScmxoN9+84+fIclgCHN/FTZpZnb2try3nvv8fvvv6O5EUPekQM4vTIS54HDUAiBKnwEzq+OonrSLdYu+MZsl5+4F7K+lflS4kLnzTffZMWKFfzyyy+4uLgQFxdHXFwc2dm6qRSFQsH48eOZPXs269ev59SpUwwdOhRHR0cGDhwIgEqlYtiwYUycOJFdu3Zx7NgxBg8eTL169ejSpQsAtWvXpkePHgwfPpyDBw9y8OBBhg8fTu/evalVq1ZJn5bJ0LdvX6ZNm4aVQkFSnprIqzdwvxhDzeuxVLGvgEtQTTbs/B9xcXFm/SNWs2ZNli5dio2VDf8mXqTbmL6oOgZiHawio6YVVnVU/LjxZ86dO4darS7T2HIvXSImfAixU95Hk5qKXXAwVVavwvf9KVg5O5fKMb29vfH396d69eoWJXAK88MPP9CkSROsrRX0u+XI/J0ZVPrHlwoVOnL7dmMuXPRi374rZSZ8jVXNfOzYsQwfPhysrXFPSmDByy/wn8redFc50ik7mfopCRz/Y125X1uqJCnsz5FCxwwpaSc0cM/txx9/NLTRarVi2rRpwtfXV9jZ2Yl27doZsrL0ZGdni9GjRwt3d3fh4OAgevfuLWJiiq4kmpiYKAYNGiRcXFyEi4uLGDRokGE14EfB3NLLC7Np0ybRt29fAYht/v5CgHgHRIMGDcTixYuFRqMxdohlQlRUlPj888+FEEJoNBrD57FixYriww8/FOnp6WUWiyYnR8R/9bWIDqknomsFi38bNhK3lywV2vz8Mjl+Tk6O+aaRPyK5ubli7ty5IrNlSyFArOrQQQDCyspKvPDCC+LQoUNlFotWqxXLJu8X376xS1w+kVBmx9WzYsUKw3IdK1euNHw32rZta3Krhj8t+kzfgIAAi/+OmAqPc/0u8QUDTQlzWzDwbtq3b8/evXuJfOYZGu/bR9yrr+KzdKlF3cUXRqPRsGXLFipUqECbNm1KZTG4+5F58BBx06eTd+UKAE7t2+H7wVRsAyqWWQySAnJzwdUVcnI498cfnLeyomHDhlSsWPb/F7t/PkP0vpvU6xBAu5dqlvnx9Vy/fp1jx45RrVo16tSpY7Q4jMXUqVOZOXMmgwYNYsWKFcYOR/IIPM71u+x+6SVlSnZ2NgcPHgQgsF492LcPX0dHXXFEC8XKyoqwsLAyPaY6OZn4Tz4ldf16XQxenvhOmYKLhU0blSsOH4acHPDxoWZYGDWN+P8QWNeD6H03jV7NPCAgoEjSiKUh/TnmjRQ6ZsrBgwfJy8vD398f98BA3ZNpacYNyoIQQpD6xx/Ez/0YTUoKKBS4vjQA77fewsoMRw9NioKLGh06GF34313NvKzSzCV3kP4c80cKHTOlSKqkq6vuSSl0yoS8K1eInf4hWQUjanY1auA740McGzUycmQSoKjQMTK29tb4VXfVpZmfTpRCxwjobworVqxItWrVjB2OpBQo1ZWRJcajyFCsfgRBCp1SRZuXR8KCBVzq8yxZBw+isLPDa8IEqq5bK0VOeSE3Fw4c0P1dTla/NUaaueQOe/bsAeT6OeaMFDpmSGF/jhQ6ZUPW0aNcfr4vt7/+BpGXh1ObNgRt2ojniOEobCyjpIBJoPfneHtDcLCxowGMl2Yu0SH9OeaPnLoyQwr7c6pXrw76FaSl0ClxNCkpxH/+OSm/rQHAysMDn3ffpUJoL3l3WB4pR/4cPe5+Tji72ZGRnMuNs8lUqedp7JAshsI3hbK+lfkiR3TMkGJDsXJEp8QRQpC6cRMXQ3sbRI5r//5U27wJVe9QKXLKKwXfjfLgz9GjUCioHFIwfXU6ycjRWBbFbgolZokc0TFDig3F6oWOEUodmCN5MTHEfTiDzL//BsC2ejX8PvwQxyZNjByZ5IEU9ueUI6ED5SfN3NKQ9a0sAyl0zIycnJyi/hy4I3RyciAvD2xtjROciSPy8kj8cRm3FyxA5OaisLXF8z+j8HjtNRSyT8s/R45Adna58ufokWnmxkH6cywDKXTMjIMHD5Kbm1t0KNbF5U6D9HTw8DBOcCZMVtQx4qZNI/f8eQAcW7bEb/o0bKtUMW5gkkdH789p377c+HP0yDTzsicnJ0eun2MhSI+OmaG/Q2nfvv2doVgbG3Bw0P0tfTqPhSYtjdjp07k6cCC5589j5eaG/8dzqfzjD1LkmBrlaP2ceyHTzMuWe94USswSKXTMjPsOxUpD8mMhhCDtzz+5GBpKyqrVAKj69iVoy2ZUzz4r5/NNjby8cuvP0SPTzMuWe94USswSOXVlRtzTn6OnQgVdmrkUOg8l7/p14mbMIHPvPgBsq1TB98MPcWrR3MiRSZ4YvT/Hywtq1zZ2NPdEppmXLdKfYznIER0zQj8U6+fnR40aNYq+KEd0HorIzydx6VIu9Q4jc+8+FDY2eI4eTdUNf0iRY+qUw/Vz7kammZcdD7wplJgdckTHjHhgqqQUOg8k+59/iJ02ndwzZwBwbNYM3w+nYxcUZOTIJCVCYSNyOUammZcND7wplJgdUuiYEQ8cipVC555oMjJI+OJLkleuBCGwUqnwnjQJVd/n5by9uZCXBwVrHpVXf44emWZeNsj6VpaFnLoyEx46FCuFThGEEKRt386lXqEk//ILCIHq2T4E/bkF1xf6yh8/c0Lvz/H0hDp1jB3NA9GnmQNyVKcUkf4cy0KO6JgJDx2KVal0/0qhQ/7Nm8TNnEXG7t0A2ARWxm/6dJxatTJyZJJSwQT8OYUJrOvBjbPJxJxOpEGnSsYOx+zIyckhIiICkPWtLAUpdMyEhy5lLkd0EGo1SStWkPD1N4isLLCxwWPYa3iOHInS3t7Y4UlKi3JY3+pBVA5x58A6uHFWl2ZuY2tl7JDMikOHDpGbm4uvry81a9Y0djiSMkAKHTOh8JzzPbFwoZN96jRxU6eSEx0NgEPjxvh9OB07aUQ0bwr7c0zk7l2mmZcusr6V5SGFjhlQeChWCp2iaDIyuf3N1yQtXwFaLcoKFfD+v4m49uuHQiktambP0aOQlWUS/hw9+jTz6H03iTmdJIVOCSP9OZaHFDpmgH4o9oGpkhYodNJ37SJu5izUcXEAVAgNxefdyVh7yguHxVA4rdyEhK1MMy8d5Po5lokUOmbAIw3F6oVOamrZBGVE8uPiuPXRR6Tv2AmATUAAvtOm4fxMWyNHJilzynl9q/sh08xLh8OHD5OTk4OPj4/051gQUuiYAYVrttwXCxjRERoNyb+sJGHePLSZmWBtjcerr+L5n1Eo9UVNJZZDfr7JrJ9zN7o0cxU3zqbIauYliPTnWCZS6Jg4j+TPAbMXOjn//kvs1GnknDwJgEODBvjOmIF9LXnXZrGYoD+nMIF1PblxNkWmmZcg0p9jmUihY+I8cqqkmQodbVYWCd98S9J//wsaDUpnZ7wnTsB1wABpNrZ09NNW7dqZlD9Hj0wzL1ke+aZQYnZIoWPiPPJQrF7oZGaCRgNWpv+jmf7XX8TNmIH6ZiwALj164PPeu9h4exs5Mkm5wET9OXpkmnnJUtifU6tWLWOHIylDTO82R1KERx6K1QsdgPT0UounLMiPj+f6+Le4PnIU6pux2Pj7E7BoIQHzvpQiR6IjPx/279f9baJCR1YzL1lkfSvLRQodE+axhmLt7MDWVve3iU5fCa2W5JUrudQrlPStW8HKCvfXXiNo00ZcTPRiJikl9P4cDw+oW9fY0TwxgXV1QkemmT89j5S0ITFL5NSVCfPYS5lXqAC3b5uk0Mk5e464qVPJ/ucfAOzr1cNvxofY165t5Mgk5RITXT/nbmSaecmQm5vLgQMHAOnPsUSk0DFhHjtV0gSFjjY7m9sLFpD44zJQq1E6OeE1fjxuA19GYQY+I0kpoa9vZeJ37zLNvGTQ+3O8vb0JDg42djiSMsZ0b3Ukj58qaWKZVxn79nMprA+Ji5eAWo1L1y4Ebd6Ee/hgKXIk98cM/DmFCayrMyHHyOmrJ0aun2PZyBEdE+WJUiVVKt2/5VzoqG/f5tacuaRt3gyAta8vvh+8j0vnzkaOTGISREbqsgvd3SEkxNjRPDWGNPNzMs38SXlo0WOJWSOFjoly+PDhx/PnQLkf0RFaLSlr1hD/2edo09JAqcQ9fDCeY8Zi5exk7PAkpoKZ+HP0yDTzp0P6cyRS6JgoTzQUW46FTu6FC8ROm052ZCQA9nXq4DtjBg4hppsxIzESJr5+zt3IauZPx5EjR8jOzpb+HAtGCh0T5YmWMi+HQkebk8PtRYtIXPoD5OejcHTEa+wY3AcPRmEtP56Sx8TM/Dl6ZDXzJ6dwWrn051gm8kpigjzxUublTOhkHjhA7Icfkn81BgDnjh3x/eB9bPz9jRxZ+ef27dtMnjyZ7OxsvLy8eOmll2jRooX8IY+KMit/jh6ZZv7kyPpWEtOfwLZACi9l/sj+HLgjdFJTSyewR0SdlMSNSZOIeW0Y+VdjsPb2puLXXxGwYL4UOQ9ACMHu3bsB8PDwICkpiRs3brBu3TpatWpFkyZNiImJMXKURsbE61vdD32aOcjFAx+HvLw86c+RSKFjijxxqqSRR3SEEKSsXcelnr1I27ARFArcBg0iaPMmKnTrJkcjHsKkSZPo1KkTkZGRKBQK1q1bx19//cWVK1fYsmULoaGhBAQEGDtM42Jm/pzCVK6rLwchhc6jovfneHl5UVsuLmqxyKkrE+SJh2KNKHRyL10ibtp0so4cAcCuVi38ZnyIQ4MGZR6LKfLHH3/w2Wef8dVXX9GkSRNIvAjHlkNKDErXyvRsHk7Pnj0B+Oeff6hVqxb29vZGjrqMMVN/jp7AEA8i1l2UaeaPgVw/RwJS6JgcT+zPAaMIHW1uLonfLybx++8R+fko7O3xGjMa9yFDUNjYlFkcps7XX39N69atGTt2LNPf6IvV+T/5oL0DIAAFM2d/jKZGT4a9/xUNGzbkv//9L+Hh4cYOu2yJioKMDHBzg3r1jB1NiSPTzB8fWd9KAnLqyuQo7M+pVavW4725jIVO5qHDXH72OW7Pn4/Iz8ep3TMEbdqEx7BhUuQ8BpcvX+Z///sfo0aNgsSLWJ3/k6m7c5j5VxYILTP/ymLq7hyszv9JJcc8unbtypIlS4wddtljZuvn3I2sZv545OXl8ffffwPSn2PpyBEdE+OphmLLSOiok5OJ//QzUtetA8DKyxPf997DpUcPOXz8BLi6urJu3To6tWsNf03hg3Z2IART/8pl1r5c8jQwo4MdH7Szh/2LaNmyJT/++KOxwy57zKS+1YOQaeaPjt6f4+npSZ06dYwdjsSISKFjYjxVqmQpCx0hBKl//EH8x5+gSU4GwPWlAXhPmICV/tiSRyczEa4dwi0mgucTD8L84aDNB+CD9nYGkWNrpXuMVgP/nc/oPY7UyM2FX3/VXfR9fIx8ImWAWg379un+NuO7d5lm/uhIf45EjxQ6JsRT+XPgjtBJTwettkSH9/OuXCH2ww/JijgIgF2NGvh++CGOjRuV2DHMGiEg+TLEHISYCIg5BLfPFm9n4wj52czck2MQOXkamLknlw+esYNULd6JiYQDDBige0/t2rqLf8eOOuHj7V2GJ1ZGFPbn1K9v7GhKDVnN/NGR9a0keqTQMSGeyp8Dd4SOELpF1VxcnjomkZdH4tKl3F64CJGXh8LODs8338Tj1aHSh/MgNGq4dbKQsDkIGbeKt/OsBZVbMm/9Ybb9m8rmDX/w0UsNmPpXrm66qr0dM/fkMvWvXFAo+GDJATh5DbF7N4o9e+Cff+Dff3XbwoW6fdapoxM+HTqYj/Ax0/Vz7kXluh7cOJtCzOlEGnSqZOxwyiXSnyMpjBQ6JkThO5QnGop1cAArK9BodNNXTyl0siIjiZ06jbyLFwFwat0a3+nTsK1c+an2a5bkZsD1I3eEzfWjkJ9ZtI3SBio2hsotoXIrqNQCHN0BaKTaw4SOHZn0yfc41ejJDLGFD9raghY+6OAICgVZgZ34bN3/mDBhAspnn9XtMykJ9u7VCYG//tIJn+ho3bZgga6NXvh07KgTCqYofMx4/Zy7Cax7J81cnafBWqaZF+Po0aNkZWVJf44EkELHpHjqpcwVClCpdBe/tDSoWPGJdqNJSSH+889J+W0NAFYeHvhMnkyF3qFyLlxPelyBqCkQNnEnQWiKtrFTQeUWd4SNfyOwcbjn7tq3b8+8efMYN24cvXr14vcX3offZ0GwP7m9XiLI3YEpny8l589IBgwYQKVKBXf67u7w3HO6DSAxUedl2b1bJw5OnCgufOrWLTri4+VV8v1TkhT255ixEVmPu3+hNPNzKQQWZGJJ7iDrW0kKI4WOiZCbm1syS5lXqHBH6DwmQgjSNm3m1ty5aBJ1WR+u/fvhPXEiVq6uTx6TqSME3D53ZwoqJgKSrxRvp6pcIGpa6ISNV+3HmmYZO3Ys/v7+bN68GZsbmbArlx8jbvGfpV+Sl5dHnz59+PLLL++InHvh4VFc+BQe8TlxAk6f1m3z5+vahITcET7t2pU/4XPsmM6f4+pq1v4cPYWrmV89lSiFzj2Q9a0khZFCx0R4an+OnifMvMqLiSHuwxlkFsx721arht+H03Fs2vTJYzFV1LkQ+08hYXMQsu9e10QBPiEFwqZgUz19eYZ+/frRr18/6NcPAL927ZjTvTv9+vV7svIPHh7w/PO6DeD27aLC5+RJOHVKt337ra5NYeHTvj14GnnhusL+HCvLmMaRaeb3Jz8/X/pzJEWQQsdEKLFUyccUOiI/n8Qfl+kW/cvNRWFri+eokbgPG4bS1vbJ4zAlslPg2uE7wuZGJGhyi7axtoeAZjpfTeVWUKkZ2KtKL6YLFwDoMXo0PUJDS26/np7Qt69ugzvCRz/VpRc9hYVPvXpFR3zKWvhYkD9Hj0wzvz/SnyO5Gyl0TIQSW8r8MYRO1rFjxE2dRu758wA4tmyJ77Sp2FWt+nQxlHdSrhXNhoqPRldqoRCOHjpBo/fX+NYH6zISfkIYhA7Vq5fuse4WPgkJRUd8Tp3SjfqcPAnffKNrU1j4tG+vGzUqLSxk/Zy7kWnm96fwb6XSzDPwJI+GFDrlnJkzZ3Lu3DlDxlXbtm2fan83MzLwB/Zu3Ih93bo0a9as2AiRJi2N+C++IGX1ryAEVq6ueE9+B9Wzz5qfsU+r0QmZwsIm7Ubxdu7VCk1DtQKP6jpzdxnz999/s37BAj7LzESrUBBnZ4d/WQbg5QUvvKDbAOLjiwqf06eLC5/69YuO+JSA8Ll+/TofffQRftevMzU9HY2LC1YW4M8pjEwzvzeyvpXkbqTcLYdERkaSk5MD6IyHx44dQ6PRZez07NmTzZs3P9b+kpOTyc7OBiC+YL+7N2ygRYsWNG3alA0bNgAFZuM//+RiaCgpq1aDEKief56gP7fg+txz5iFy8rLgyn7Y+ymseAE+rgKL2sKW/4NTa3UiR2EF/o2h5Zvw4nL4v/MwNgqeWwCNh4BnjTIVOVlZWURFRQFQsWJF0gr+vgpUrl6dIUOGoNVqyyyeInh76/xC336rG925dQt++w3+8x9d2jroDM5ff60bFfL0hAYNYNw4+P13nTH+ERFCGAz5vr6+nD9/HvcTJwDYnJ5Ou44diY+PL+kzLLcE1tUJRn2auUTnz9lfUMFe+nMkeuSITjljx44dhIWF8e677zJ16lTef/99hBBMnTqVrl27UqNGDZo0afLI+4uPj6dDhw60atWKpUuX0rBdOzh8mA/GjqVZly5888032NjYkHf9BnEzZ5C5Zy8AtlWq4Pvhhzi1aF5ap/pI5ObmYmtr++QiK/N20dGa2OOgVRdtY+us89fop6ICmoKt01PHXhJkZ2fTvXt3Ll68yMWLF6lSpQrfv/02DBtGQMeOfPncczg5OZWfIXq98CkwS3PrVtERn+honfDRix+FoviIj7t7sd0KIRg7dizz588nOjqa4OBgdu7cCb17Q0wMlYcMoX3lyniVt4ywUiI3Nxc3P0eZZn4Xen+Oh4cHdevWNXY4knKCyQudBQsW8OmnnxIbG0vdunWZN28ezzzzjLHDeiKSk5Pp168frVq1YuF337N5y5+Mnjydtefz8Qx7G/eWDfm/Ec/i6+nE7du3yc7OfmAqsRCC/v37k5yczKRJkwDIA1I8vcg/cpSmFQP4/dtvyfhrD5fem4LIzkZhY4PHiBF4jBiO0s6ujM783ly7do3WLZoRUKky02fMpFu3bg8WPEJA0qWiwibxfPF2zr4Q2OqOsPGuC1bl86vwzjvvcPToUZxcnGjfsT1jPxjL7ZQN3BwZgH9lO55/pQ+BFQLRarWcPHmSBg0aGDvkovj4QP/+ug10wmfPnjvC599/dYsY/vMPfPVVUeHTsSM88wy4u7Nq1Sq+/fZb3CtUYOiQIXw0ZiwhcXGoT57ExtOLOi8OoGFoLwBOnDhB3bp1sTLTDKxr167RskUrKlUK4M3nZ0KylUwzL0D6cyT3QiGEEA9vVj5ZvXo14eHhLFiwgDZt2vDdd9+xZMkSoqOjqfwIq/OmpaWhUqlITU2lQjkoOvnFF18wefJkNm/eTLdu3bCrWBv7Ko1QtdbVLLKysiL575V0Cfbi3wM7aNSoEcuXL7/v/g4ePEirVq3YuHEjvXv3ZvKLA8ja/T9GuXvoLihKJQvj49EgGO3pxQU7O7qtX4ddUFBZnfIDiYqKokmTJlRzt+ZikpqWzZsVFTyafIg7UVTYZCYU35FX8B1vTeWW4BpoFH/N45KWloa/vz8DBw5k8eLFONZwxKmuE35h3qAAhUJJ3MZ4OlTsQNcGXRk5ciRXr17F379MXTtPx72ET2EUCmjQgJWxsRxTqVh87hxVHRxo7ejIKE8vlAU/XwuTknDs1JHwqVMJCQkxfObNEf33wktVET+3KozoPgMbJ8HwzzqZx/TyU9CjRw+2bdvG119/zZgxY4wdjqQUeazrtzBhmjdvLkaOHFnkueDgYDF58uRHen9qaqoARGpqammE99jUrl1bvPzyyyIyMlJYu/kLVdtBAhCqtoNE4DubDI9dnxkkps/8VFSwsREpt24JkZcnhFothFZbZH+vvPKKqFq1qtBoNCL38mUxxtNLAGKMh6eIrhUsxnh4Gh5vHzlSAOLcuXNGOvviREZGCkAcHe4ktg5yFJ2CbEXXICuxZGBVcfvz1kI7y1eIaRWKbjM8hVjSTYjtU4U486cQmYnGPo0n5vvvvxdKpVL8+eefwtbHVng9r/v/837eW4QsCxHez3sLQPg87yNOXT8lHB0dxezZs40d9tMRGyvEqlVCjBwpRHCwELpxOsOWbWMjxnh43Ptz7Oklcq9cEU2bNhV9+vQx9pmUGvrvxaS+C8Xo0E/EV8O3iW/f2CW6PNNLbN26VWjv+h2wFPLy8oSTk5MAxD///GPscCSlzONcv012RCcvLw9HR0d+++03ntcvdgaMGzeO48ePG7KUCpObm0tu7p31T9LS0qhUqVK5GdHZsGED1atXJycnh85vfU2Flv1IPbCK1P0/66ZWNGpUbQfh0epFRhxaxzt7fyq2D+09NgEke3mR7ubOwsREvkm8jY1CQb4QjPHwZISHBytzspkdE0OFChWwM/KUlZ78/HxSUlKIHOFEYz8rhBDF7lhTcuBwnJJDsQoOxyo5nqAgV2Med7UajQa1Wo1SqcSuix2eoZ4kbEggfn08CmsFQi3wft4br95epP8vnZurb2JtbY1LCRRrLS94a7W0zM2ldW4ubTUaXN09SHS/9+d4uIcHv2Rm8lVSInl5ebjfw+tjDui/F+/0XUglr5qG78Wuf35l/cHvsLWxxcHRAVtLWeeqAI1GQ1JSEu7u7iQkJMipKzPncUZ0yqcx4RG4ffs2Go0GHx+fIs/7+PgQFxd3z/fMmTOHDz/8sCzCeyL69OkD6IamrVW6woqubV4mNWK1rtq1lTWubV5GaDVcV9278KKSe6fSpVjrKomP8vRkUVIi+UJgo1AwytMTjRC45esMumlPUBqirNCLHCEEa6LVfLgnl/OJWvKMlHBUlgR46lY99n7Wm4SNCQi1QGGtwPtZb4RGoK2gRa1Wo1arDRl75kACcBpYWvD4WxsbOnL/z7GXVmvIMExIuMc0phmi/150qt+flMzb7D65Fk26Fo021ciRGYcXXnhBihxJEUxW6Oi5+w7/Xnf9et59910mTJhgeKwf0Skv7Nmzh/3799OzZ0/Uqbo02ZS/VxpEDho1KX+vxLXVi1yoHkBVDw/W/Porjvb2KIQArRa0WsPfyYmJHDpwgJ7du6PduBF2/8XC+HjDxSFfCBbevs1Ib29a9gnDaskSli9fTv1ysh5JdHQ0L774ouGxEILtFzVM25vPoWv5NKgXwvzZ42jVqpURoyw90tLSWLJkCY0aNWLWnlkAxP8RbxA5Qi2I/yMe7zBvOjftzIlGJ+jcuTNDhw41buAljBCC5cuXY2VlxcXFS+gILLx9u9jneISnJ/W6dCEcQXx8PJ9//rmxQy8V7vW9OHvjGJsjf+RyXDT16tVn7NgxZvu9eBDW1tbUqFHD2GFIyhulN4NWuuTm5gorKyuxbt26Is+PHTtWtGvX7pH2Ud48OvPnzxdKpVJs3rz5oR6dywkZQq1WP3B/a9asEYA4fvz4gz06Bd6GuLi4cjW/f7dHp2UlWwGIls2bWYQXITMzU6hUKjFkyJCHenSupl4VQoiHfiZMlXbt2olGjRqJQBsbMfohHh0hzLcfhCjq0flPr7kiyLeOAESL5i0s4nshkQjxeNdvkx3fs7W1pUmTJuzYsaPI8zt27KB169ZGiurpCA8Px8PDgylTpqBOvknO5ShUbQbi2moACsCj7UBcnxlEVZs0XK3zH5o+26dPHypVqsSoUaNQe3vj2KkjYzy9GOXjA0olo3x8GOPpRXaD+uS4ueHj41MuszYGrM2lx89Z4NeArVu3cuDgIbp3714uYy1JHB0dGTVqFL/88gt5t/LIOJmB13NeeId5o0CB33N++PT1ob5jfU7uOwlgtinVEydO5NixY1zNz+fvrCze9PBghKcnQqEwfI6VrVuxZPNmhBBm2w+F+XHXLBZsmYxXZRe2bt1KxMEIi/heSCSPi0lPXU2YMIHw8HCaNm1Kq1at+P7774mJiWHkyJHGDu2JcHFxYcOGDXTp0gVrW3tquNswaWI4N+0DuZacjTr1Fv+ezGHflk3s2rWLF/TL8N8HGxsb1qxZQ6dOnejQoQPfffcddT/5hJQ1a8m/cQO1uztB6em8/cXneM6Zw5w5c8roTB8Nb29vKvn74hVQifmPso6OGTJjxgwOHTrEX3v/wjPPkzmvzyHBN4GbGTdxES6kNExh4ZyF5F3Po1evXmbbP3369GH8+PF8O28e1x0d6fP5F3jdTkB94ybCy4vGCKYuXIg2MpL+/fub9cKB3t7eVPQPICCgIstnLLXI74VE8liU/gBT6TJ//nwRGBgobG1tRePGjcWePXse+b3lbepKz/Hjx0WXLl1EXFycEEKIIUOGCE9P3fB8vXr1xMaNGx9rf0ePHhW1a9cWW7ZsEUIIsWjRItG1a1dhZ2cnbG1txbhx40R+fn6Jn0dJkJOTY/FD8Xl5eeL//u//xGeffSaEEGL//v3Cz89PWFlZCWdnZzFmzBiRlZVl5CjLhoULF4rXX39dCCFERkaGCAgIEA4ODkKpVIrnn39eXLt2zcgRlg3yeyGxdCwivbwkKG8LBt6PH374gZiYGLp06UKbNm2e6O5N/9+sUChYvHgxW7dupXnz5rz22mtmffdrjpw8eZK1a9dSsWJFBgwYUK4/u6VJWloan376Ka6urgwYMICAgABjhySRSMqIx7l+S6FjAkJHIpFIJBLJHR7n+m2yZmSJRCKRSCSShyGFjkQikUgkErNFCh2JRCKRSCRmixQ6EolEIpFIzBYpdCQSiUQikZgtUuhIJBKJRCIxW6TQkUgkEolEYrZIoSORSCQSicRskUJHIpFIJBKJ2SKFjkQikUgkErNFCh2JRCKRSCRmi7WxAzAm+jJfaWlpRo5EIpFIJBLJo6K/bj9KuU6LFjrp6ekAVKpUyciRSCQSiUQieVzS09NRqVQPbGPR1cu1Wi03b97ExcUFhUJh7HDuS1paGpUqVeLatWsWXWVd9oMO2Q86ZD/okP1wB9kXOiyhH4QQpKen4+/vj1L5YBeORY/oKJVKAgICjB3GI1OhQgWz/dA+DrIfdMh+0CH7QYfshzvIvtBh7v3wsJEcPdKMLJFIJBKJxGyRQkcikUgkEonZIoWOCWBnZ8e0adOws7MzdihGRfaDDtkPOmQ/6JD9cAfZFzpkPxTFos3IEolEIpFIzBs5oiORSCQSicRskUJHIpFIJBKJ2SKFjkQikUgkErNFCh2JRCKRSCRmixQ6EolEIpFIzBYpdMo5CxYsoGrVqtjb29OkSRP27dtn7JCemDlz5tCsWTNcXFzw9vbmueee4+zZs0XaCCGYPn06/v7+ODg40KFDB06fPl2kTW5uLmPGjMHT0xMnJyf69OnD9evXi7RJTk4mPDwclUqFSqUiPDyclJSU0j7FJ2LOnDkoFArGjx9veM6S+uHGjRsMHjwYDw8PHB0dadiwIZGRkYbXLaEv1Go177//PlWrVsXBwYGgoCBmzJiBVqs1tDHHfti7dy9hYWH4+/ujUCj4/fffi7xeluccExNDWFgYTk5OeHp6MnbsWPLy8krjtIvxoH7Iz8/nnXfeoV69ejg5OeHv78+QIUO4efNmkX2YQz+UGkJSblm1apWwsbERixcvFtHR0WLcuHHCyclJXL161dihPRHdu3cXP/74ozh16pQ4fvy4CA0NFZUrVxYZGRmGNnPnzhUuLi5i7dq14uTJk2LAgAHCz89PpKWlGdqMHDlSVKxYUezYsUNERUWJjh07igYNGgi1Wm1o06NHDxESEiIOHDggDhw4IEJCQkTv3r3L9HwfhcOHD4sqVaqI+vXri3Hjxhmet5R+SEpKEoGBgWLo0KHi0KFD4vLly2Lnzp3iwoULhjaW0BezZs0SHh4eYtOmTeLy5cvit99+E87OzmLevHmGNubYD1u2bBFTpkwRa9euFYBYv359kdfL6pzVarUICQkRHTt2FFFRUWLHjh3C399fjB49utT7QIgH90NKSoro0qWLWL16tThz5oyIiIgQLVq0EE2aNCmyD3Poh9JCCp1yTPPmzcXIkSOLPBccHCwmT55spIhKlvj4eAGIPXv2CCGE0Gq1wtfXV8ydO9fQJicnR6hUKrFo0SIhhO5Lb2NjI1atWmVoc+PGDaFUKsXWrVuFEEJER0cLQBw8eNDQJiIiQgDizJkzZXFqj0R6erqoUaOG2LFjh2jfvr1B6FhSP7zzzjuibdu2933dUvoiNDRUvPbaa0We69u3rxg8eLAQwjL64e4LfFme85YtW4RSqRQ3btwwtFm5cqWws7MTqamppXK+9+Negu9uDh8+LADDTa859kNJIqeuyil5eXlERkbSrVu3Is9369aNAwcOGCmqkiU1NRUAd3d3AC5fvkxcXFyRc7azs6N9+/aGc46MjCQ/P79IG39/f0JCQgxtIiIiUKlUtGjRwtCmZcuWqFSqctV3b775JqGhoXTp0qXI85bUDxs2bKBp06b0798fb29vGjVqxOLFiw2vW0pftG3bll27dnHu3DkA/vnnH/bv30+vXr0Ay+mHwpTlOUdERBASEoK/v7+hTffu3cnNzS0yjVpeSE1NRaFQ4OrqClhuPzwqFl29vDxz+/ZtNBoNPj4+RZ738fEhLi7OSFGVHEIIJkyYQNu2bQkJCQEwnNe9zvnq1auGNra2tri5uRVro39/XFwc3t7exY7p7e1dbvpu1apVREVFceTIkWKvWVI/XLp0iYULFzJhwgTee+89Dh8+zNixY7Gzs2PIkCEW0xfvvPMOqampBAcHY2VlhUaj4aOPPuLll18GLOszoacszzkuLq7Ycdzc3LC1tS13/ZKTk8PkyZMZOHCgoTK5JfbD4yCFTjlHoVAUeSyEKPacKTJ69GhOnDjB/v37i732JOd8d5t7tS8vfXft2jXGjRvH9u3bsbe3v287c+8HAK1WS9OmTZk9ezYAjRo14vTp0yxcuJAhQ4YY2pl7X6xevZoVK1bwyy+/ULduXY4fP8748ePx9/fnlVdeMbQz9364F2V1zqbQL/n5+bz00ktotVoWLFjw0Pbm2g+Pi5y6Kqd4enpiZWVVTEXHx8cXU9ymxpgxY9iwYQO7d+8mICDA8Lyvry/AA8/Z19eXvLw8kpOTH9jm1q1bxY6bkJBQLvouMjKS+Ph4mjRpgrW1NdbW1uzZs4evv/4aa2trQ4zm3g8Afn5+1KlTp8hztWvXJiYmBrCcz8Tbb7/N5MmTeemll6hXrx7h4eG89dZbzJkzB7CcfihMWZ6zr69vseMkJyeTn59fbvolPz+fF198kcuXL7Njxw7DaA5YVj88CVLolFNsbW1p0qQJO3bsKPL8jh07aN26tZGiejqEEIwePZp169bxv//9j6pVqxZ5vWrVqvj6+hY557y8PPbs2WM45yZNmmBjY1OkTWxsLKdOnTK0adWqFampqRw+fNjQ5tChQ6SmppaLvuvcuTMnT57k+PHjhq1p06YMGjSI48ePExQUZBH9ANCmTZtiSwycO3eOwMBAwHI+E1lZWSiVRX+OraysDOnlltIPhSnLc27VqhWnTp0iNjbW0Gb79u3Y2dnRpEmTUj3PR0Evcs6fP8/OnTvx8PAo8rql9MMTU5bOZ8njoU8vX7p0qYiOjhbjx48XTk5O4sqVK8YO7YkYNWqUUKlU4q+//hKxsbGGLSsry9Bm7ty5QqVSiXXr1omTJ0+Kl19++Z7ppAEBAWLnzp0iKipKdOrU6Z5plPXr1xcREREiIiJC1KtXr9ykEt+LwllXQlhOPxw+fFhYW1uLjz76SJw/f178/PPPwtHRUaxYscLQxhL64pVXXhEVK1Y0pJevW7dOeHp6ikmTJhnamGM/pKeni2PHjoljx44JQHzxxRfi2LFjhmyisjpnfVp1586dRVRUlNi5c6cICAgos7TqB/VDfn6+6NOnjwgICBDHjx8v8tuZm5trVv1QWkihU86ZP3++CAwMFLa2tqJx48aGVGxTBLjn9uOPPxraaLVaMW3aNOHr6yvs7OxEu3btxMmTJ4vsJzs7W4wePVq4u7sLBwcH0bt3bxETE1OkTWJiohg0aJBwcXERLi4uYtCgQSI5ObkMzvLJuFvoWFI/bNy4UYSEhAg7OzsRHBwsvv/++yKvW0JfpKWliXHjxonKlSsLe3t7ERQUJKZMmVLkQmaO/bB79+57/ia88sorQoiyPeerV6+K0NBQ4eDgINzd3cXo0aNFTk5OaZ6+gQf1w+XLl+/727l7927DPsyhH0oLhRBClN34kUQikUgkEknZIT06EolEIpFIzBYpdCQSiUQikZgtUuhIJBKJRCIxW6TQkUgkEolEYrZIoSORSCQSicRskUJHIpFIJBKJ2SKFjkQikUgkErNFCh2JRCKRSCRmixQ6EolEIpFIzBYpdCQSiUQikZgtUuhIJBKJRCIxW/4fWx/G1AG10YcAAAAASUVORK5CYII=\n", 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R0ZHY2NhnPxGPSUhI4NNPP2Xu3LlYWlqyYcMG+vfvT9++fXXxr1u37ql1U0877pOF67/++it79+7lt99+07u/Vq1az4y1f//+rFixgqNHj9K1a1ccHBwwNTXVDTs9Luu+p/3NZA1T5bZ9Yf29/fHHH9y8eZO//voLtVrNxo0b2bt3L40bN6ZWrVqsWLGC06dP07p1a902Wc/n89bgSS82meRIpVZqaiq9evXi9u3b7N+/n5o1axbJcbImTXN2dta7PzMzk+DgYN2H/IsuLS2NLVu20L59+xw/vMLDwxFCoFar9e7PunLpyW/aoP22XqFCBQBdb9irr76arZ2JiYne1T9ZPTPPuhpJCEFgYKBeQW+jRo0A/XoegPT0dKKiorL9Hp9l5syZeHt763q3QkJC9I7n4eGBr6/vU/dRvXp11q1bR3x8fLa5dZ48x+PHj2NmZlagK7GyenCyJilUKpXUqVOH8+fPZ2t75swZKlWqpJvbKCe1a9dGpVJx/vx5vRm+09PT8fX1zdes37lJTk7mgw8+YNasWdjZ2REeHk5GRobuNWhubo69vX2232dAQABKpTJPibBUesnhKqlUUqvVDBw4kFOnTrFp0yZatGjx3PvMKop9XGJiIgsWLMDJyUn34Znlxo0bpKam6l1mXdIFBQVx69atHB/7559/iIuLy3GoCrS9KkKIbJcdZw2jPOvKoY8//pjMzEymTJny1Hb+/v4sW7aMnj176n2A5fT7Wbp0KZGRkXTr1k13X/v27XFxcWHdunV60wCsXr0atVqdr2UVbt++zeLFi1m4cKFuWMTV1VXvObx58+YzL51u0aIFQogchzwLIqfnAuDnn39GoVDQsGFD3X39+/fn3LlzeomOn58fBw8e5LXXXtPb/tatW3qzV9va2tKpUyd+++03vauw1q5dS1JSUrbtC+Lbb7/F3t6ekSNHAtpeL5VKpXuOo6KiiIyMzPYcX7hwgVq1auVrQkap9JE9OVKpNHXqVP766y969epFTExMtq79N954Q/f/+/fvs3btWgDdG/2XX34JaGsahg4dCsCSJUvYtm0bvXr1okKFCoSGhvLLL78QFBTE2rVrs9XI7Nu3DwsLixKxFlHW+Vy/fh3QfggdP34cgP/973+6dm+++SZHjhzJsT5k3bp1mJqa5tjTAjBs2DDmzp3L6NGjuXTpErVq1eLixYusXLmSWrVq0a9fP13b2bNnc+3aNZo1a4ZKpWLbtm3s3buXL7/8Uq/HBrSX4r/22mtUqFCBgIAAli5dioODA8uWLdNr5+XlxcCBA6lTpw5mZmYcP36c33//nfr16+tdhWZqasqcOXN46623aNu2LUOHDiUoKIiFCxfSpk0bXnnllTw/r1OmTGHgwIF6V+/079+fPn366OYu2rFjBzt37nzqflq3bo2joyP79+/XmxOooL766itOnDhBt27dqFChAjExMWzZsoVz584xYcIEfHx8dG3Hjh3LihUr6NGjB++//z7GxsbMmzcPV1dXpk6dqrffGjVq0K5dO73Zir/66itatmxJu3btGDVqFA8ePOD777+nS5cuesklaOe4iYuL0y3TsGPHDh48eADAhAkTsiUkQUFBzJkzh7///ltXS6dSqejTpw+TJ08mKCiIrVu34uHhofdFJiMjQzfHlFTGGWIGQkkqau3atRNArj+PO3ToUK7t2rVrp2u3d+9e0blzZ+Hm5iaMjY2FnZ2d6NKli95svI9r1qyZeOONN/IUr5eXl3jrrbd0t1etWiUAce7cuRzPrVatWnnab5a8PhdZz9uT4uPjhZmZmXjllVeeepwHDx6Id955R3h7ewsTExPh7u4uRo4cmW0W4p07d4qmTZsKa2trYWFhIZo3by42btyY4z4HDRokPD09hYmJifDw8BDvvvuuCA8Pz9ZuxIgRombNmsLa2loYGxsLHx8fMW3aNJGQkJDjfjds2CDq1asnTE1Nhaurqxg/fnyubXPy999/CysrKxESEpLtsW+++UZ4eHgId3d38e233+ZpfxMnThQ+Pj7PbJeXGY/37t0revbsKTw8PISxsbGwtrYWrVq1EqtWrdKbZTpLcHCw6N+/v7CxsRFWVlaiZ8+ewt/fP1u7J/8mshw7dky0bNlSmJmZCWdnZzFu3Lgcn0svL69cX4cBAQHZ2r/22ms5vubCw8NFr169hLW1tWjYsKE4f/683uO7du0SQI7nIJUtCiFyKemXJKnAfH19adiwIRcvXqR+/fqGDkd6Ady7d4/q1auza9cuvXmGpPzr27cvCoVCN9WAVHbJJEeSisCgQYPQaDTPnBZfkh43ZswY7ty5k6elQKSc3bx5kzp16uDr66u3EK9UNskkR5IkSZKkUkleXSVJkiRJUqkkkxxJkiRJkkolmeRIkiRJklQqySRHkiRJkqRSqUxPBqjRaAgJCcHa2lou4iZJkiRJLwghBImJiXh4eOgttPukMp3khISE6BZXlCRJkiTpxRIcHEz58uVzfbxMJzlZC88FBwdjY2Nj4GgkSZIkScqLhIQEPD09n7qALJTxJCdriMrGxkYmOZIkSZL0gnlWqYksPJYkSZIkqVSSSY4kSZIkSaWSTHIkSZIkSSqVynRNjiRJkpQ7IQSZmZmo1WpDhyKVMUZGRqhUquee3kUmOZIkSVI26enphIaGkpycbOhQpDLKwsICd3d3TExMCrwPmeRIkiRJejQaDQEBARgZGeHh4YGJiYmcMFUqNkII0tPTiYyMJCAggCpVqjx1wr+nkUmOJEmSpCc9PR2NRoOnpycWFhaGDkcqg8zNzTE2Nub+/fukp6djZmZWoP3IwmNJkiQpRwX99ixJhaEwXn/yFSxJkiRJUqkkkxxJkiRJkkolmeRIkiRJhSotLQ0hhKHDyBOFQsG2bdue2mbYsGH07ds3z/sMDAxEoVDg6+v7XLE9j9WrV2NnZ/fMdnk5/xdZvpOco0eP0qtXLzw8PHJ8coQQfP7557i7u2Nubk6nTp3w9/fXaxMTE8OQIUOwsbHBzs6O4cOHk5SUpNfmypUrtGnTBjMzMzw9Pfnuu++yxbJp0yaqV6+OmZkZderU4Z9//snv6UiSJEmFKDg4GB8fH1q2bMmePXuKNdnJbzICEBoaSvfu3YHck5OFCxeyevXqwgmymAwcOJDbt2/rbs+YMYP69etna/f4+ZdG+U5yHj16RL169ViyZEmOj3/33XcsWrSIZcuWcebMGSwtLenatSupqam6NkOGDOH69evs27ePnTt3cvToUUaNGqV7PCEhgS5duuDl5cWFCxeYM2cOM2bMYPny5bo2J0+eZPDgwQwfPpxLly7Rt29f+vbty7Vr1/J7SpIkSVIhiYyM5MGDB0RGRtKtWzeDJDv54ebmhqmp6VPb2Nra5qlXpCQxNzfHxcXlme3ycv4vNPEcALF161bdbY1GI9zc3MScOXN098XFxQlTU1OxYcMGIYQQN27cEIA4d+6crs2uXbuEQqEQDx8+FEII8eOPPwp7e3uRlpamazNt2jRRrVo13e0BAwaIHj166MXTrFkzMXr06DzHHx8fLwARHx+f520kSZJKu5SUFHHjxg2RkpKS720vXLggAHH+/Hmxe/du0bx5cwGI5s2bi927dwuNRlMEEWu99dZbok+fPrrb7dq1ExMmTBAffPCBsLe3F66urmL69Ol62zz+OQbo/bRr1y7H/e7atUu0atVK2NraCgcHB9GjRw9x584d3eMBAQECEJcuXco1Vi8vLzFz5kwxaNAgYWFhITw8PMTixYv12ty/f1/07t1bWFpaCmtra/Haa6+JsLAw3eO+vr6iffv2wsrKSlhbW4uGDRvqPltXrVolbG1tdf9/8txWrVqV7fyFEOLKlSuiQ4cOwszMTDg4OIiRI0eKxMTEbM/xnDlzhJubm3BwcBBjx44V6enpuZ5rQT3tdZjXz+9CrckJCAggLCyMTp066e6ztbWlWbNmnDp1CoBTp05hZ2dH48aNdW06deqEUqnkzJkzujZt27bVm+Wwa9eu+Pn5ERsbq2vz+HGy2mQdJydpaWkkJCTo/UiSJEmFT6FQ0LVrV06ePMnu3bsBdD07+/fvL7Y41qxZg6WlJWfOnOG7775j5syZ7Nu3L8e2Z8+eBWD//v2Ehoby559/5tju0aNHvPfee5w/f54DBw6gVCrp168fGo0mX7HNmTOHevXqcenSJT766CMmTZqki02j0dCnTx9iYmI4cuQI+/bt4969ewwcOFC3/ZAhQyhfvjznzp3jwoULfPTRRxgbG2c7zsCBA5k6dSq1atUiNDSU0NBQvf08fl5du3bF3t6ec+fOsWnTJvbv38/48eP12h06dIi7d+9y6NAh1qxZw+rVq0vscF6hTgYYFhYGgKurq979rq6uusfCwsKydaGpVCocHBz02nh7e2fbR9Zj9vb2hIWFPfU4Ofnmm2/44osvCnBm0otu0aJF2NjYUL169Rxnbn3WbK5F+fiLum9DHru0npchj/34Y5mZmWRmZpKenp7vuUoyMjJ0/6anpwPQoUMH2rdvz4cffsiiRYuYOnUq586dy/M+8zrbskajQaPR6GIQQlCnTh0++eQTACpWrMgPP/zA3r17ad++vW67zMxMMjIydENSNjY2ODo66s7jyf327t1bL7bly5fj7u7OlStXqF27NpmZmbr9Zv0/Jy1btuT9998HYMyYMRw/fpx58+bRoUMH9u/fz9WrV/H398fT0xOAX375hXr16nHq1CmaNGlCUFAQ7733Hj4+PgC6z83MzExdwqVWqzExMcHCwgKVSoWzs7Pu+Flrkmk0GtRqNb/99hupqamsWbMGKysrABYvXkyvXr349ttvdZ+59vb2LF68GCMjI6pXr06PHj04cOAAI0eOzNPvqTiVqRmPP/74Y9577z3d7YSEBN2LRyrdJk2aZOgQJOmF4eXlxbJly0hLS8v3tlkXmvj7+2NkZIQQgtOnT7NixQquXr1KnTp1GDVqFFeuXCnssImJiSEpKYnLly8DkJSURKVKlXS3Qbsekp+fn959gYGBXL58mZCQEABu376tl1g9ud+goCB++uknrl27Rnx8vC6hOHLkCJmZmbr9+Pn55Rpreno6Xl5eekXO5cuX5/fff8fX15f9+/fj6upKdHQ00dHRujbW1tbs3bsXY2NjBg0axKhRo1i2bBlNmzalU6dOlC9fHoD79++jVqu5dOkSoO0gSE5O1t1+3L1797h06RJHjx6lUqVK3L17lxo1amBiYkKrVq3QaDT4+fnpkpxatWphZGSk297d3Z2rV6/meq6GVKhJjpubGwDh4eG4u7vr7g8PD9dVdbu5uREREaG3XWZmJjExMbrt3dzcCA8P12uTdftZbbIez4mpqWnpLrCScvT4683a2lr3DS2LeEZBZFl+vCTHVtSPl+TYivrxrFKBgqxX9fg2p0+fZvny5brk5ocffqB58+b53ufzUKn0P+YUCkW+h5We9N577+Hu7s6nn36Ks7MzGo2GQYMG6Xp6isuoUaPo2rUrJ06c4OTJkyxfvpyvvvqKDh06PNd+MzIyyMjIyHVhzCeHxArjOS0qhZrkeHt74+bmxoEDB3RJTUJCAmfOnGHMmDEAtGjRgri4OC5cuECjRo0AOHjwIBqNhmbNmunafPrpp2RkZOiezH379lGtWjXs7e11bQ4cOMDkyZN1x9+3bx8tWrQozFOSSoEjR44AULduXb1vb5Ik5Sw1NZWAgAC8vb3zvWZQVpIzY8YM7t69S/Pmzdm9ezddunQp8kU+nZycUKlUuppPa2trXF1d9WpA7ezsstWF+vj40LhxY10PTLVq1XSfT4/vt1GjRkRHR3P//n1+/fVX2rRpA8Dx48cBqFy5Mo0aNdJ9kapZs2aOl22DNpEMDg7WO873339P3bp1adiwIdHR0SxYsABnZ2fdiMONGzdITEyke/fuNGzYEICGDRvSr18/AF5//XWOHj3K1KlTuXLlCkZGRrp2Xl5emJqa6m4/rlKlSjRs2JDmzZuzc+dO0tLSdGuWnThxAqVSSbVq1fL0Oyhp8l14nJSUhK+vr66LLSAgAF9fX4KCglAoFEyePJkvv/ySv/76i6tXr/Lmm2/i4eGhm7ugRo0adOvWjZEjR3L27FlOnDjB+PHjGTRoEB4eHoD2F2ViYsLw4cO5fv06f/zxBwsXLtQbapo0aRK7d+/m+++/59atW8yYMYPz589nK5CSpMOHDwPojcFLklQ0XFxc8PT0xNnZmd27d3Py5Em6du36Qqxi7uLigrm5OXv27CEiIoKEhAS9uBUKBQ4ODjg6OrJixQpd8e3UqVN1j2f9PHn7yR/QJhBz5szB39+fH3/8kU2bNjF58mSUSiVdunShTp06DB06FF9fX86fP8+wYcNo164dTZs2JS0tjYkTJ3L06FGCg4M5deoU58+fp2bNmiiVSl0tVdb/vb29CQgI4MqVK8TExJCRkZGtTc+ePTExMWHWrFlcv36dQ4cOMWHCBIYOHZqtBvaFkd9Lug4dOpTtUjRAvPXWW0II7WXkn332mXB1dRWmpqaiY8eOws/PT28f0dHRYvDgwcLKykrY2NiIt99+W+8SNSGEuHz5smjdurUwNTUV5cqVE7Nnz84Wy8aNG0XVqlWFiYmJqFWrlvj777/zdS7yEvKyoWbNmgIQf/75p6FDkaQXwvNcQi6EEKmpqUV6qXhucrqEfNKkSXpt+vTpo/u8EiL7JdQrVqwQnp6eQqlU5noJ+b59+0SNGjWEqampqFu3rjh8+LDefvJ6CfkXX3whXnvtNWFhYSHc3NzEwoUL9do87RLytLQ0MWjQIOHp6SlMTEyEh4eHGD9+vO539vgl5EJofyevvvqqsLOzy/UScn9/f7FhwwbRqlWrZ15C/rhJkybpnqvCVBiXkCuEKKEzNBWDhIQEbG1tiY+Px8bGxtDhSEUgIiJC9w0kKioqWz2OJEnZPc9wlZQ3FStWZPLkyXolF4YkhMDX1xe1Wk2NGjWwtLQ0dEhPfR3m9fNbrl0llWpZ9Th16tSRCY4kSVIuUlJSUKvVKJVKXT1OaSCTHKlUk/U4kiRJz5aYmAhoi7VfhPqpvCpT8+RIZY9MciRJKokCAwMNHYKerCQnaxLA0kL25EilVkREBDdu3ACgbdu2Bo5GkiSpZBJC6PXklCYyyZFKraNHjwLaehwnJycDRyNJklQyldZ6HJBJjlSKyaEqSZKkZ3t8qCq/a5WVdKXrbCTpMTLJkSRJerbSOlQFMsmRSqmIiAiuX78OyHocSZKk3AghSEpKAmSSI0kvDFmPI0mS9GwpKSlkZmaWynockEmOVErJoSpJkqRne7IeZ9iwYbq1JnNz+PBhFAoFcXFxRR/gc5JJjlQqySRHkgxnxowZzJo1K8fHZs2axYwZM4rs2GFhYUyYMIFKlSphamqKp6cnvXr14sCBA0V2zMKgUCjYtm1bsR/3yXqchQsXsnr1at3j7du3z7b0RMuWLQkNDcXW1ra4wiwwmeRIpY6sx5EkwzIyMuLzzz/PlujMmjWLzz//HCMjoyI5bmBgII0aNeLgwYPMmTOHq1evsnv3bjp06MC4ceMKvF8hBJmZmdnuT09Pf55wDS6nehxbW1vs7Oyeup2JiQlubm4vxszIhb5s6AtErkJeOm3atEkAok6dOoYORZJeSM+7CrkQQsycOVMAYubMmTneLgrdu3cX5cqVE0lJSdkei42NFULkvEJ4bGysAMShQ4eEEEIcOnRIAOKff/4RDRs2FMbGxuLQoUOiXbt2Yty4cWLSpEnC0dFRtG/fXgghxNWrV0W3bt2EpaWlcHFxEW+88YaIjIzU7b9du3ZiwoQJ4oMPPhD29vbC1dVVTJ8+Xfe4l5eXAHQ/Xl5eOZ5fVuwbNmwQLVq0EKampqJWrVri8OHDeu0OHz4smjRpIkxMTISbm5uYNm2ayMjI0D2+adMmUbt2bWFmZiZsbW1F06ZNRUJCghBCf5Xxt956Sy8uQAQEBOien6znVAghNm/eLGrWrClMTEyEl5eXmDt3rl5MXl5e4quvvhJvv/22sLKyEp6enuKnn37K8TyzFMYq5DLJkUlOqTNu3DgBiAkTJhg6FEl6IRVGkiPEf4mNiYlJkSc40dHRQqFQiK+//vqp7fKT5NStW1fs3btX3LlzR0RHR4t27doJKysr8cEHH4hbt26JW7duidjYWOHs7Cw+/vhjcfPmTXHx4kXRuXNn0aFDB93+27VrJ2xsbMSMGTPE7du3xZo1a4RCoRB79+4VQggREREhALFq1SoRGhoqIiIinhp7+fLlxebNm8WNGzfEiBEjhLW1tYiKihJCCPHgwQNhYWEhxo4dK27evCm2bt0qnJycdElVSEiIUKlUYt68eeLs2bNiw4YN4vPPPxeJiYlCCP0kJy4uTrRo0UKMHDlShIaGitDQUJGZmZktyTl//rxQKpVi5syZws/PT6xatUqYm5uLVatW6WL38vISDg4OYsmSJcLf31988803QqlUilu3buX6u5JJznOSSU7pVKtWLQGIzZs3GzoUSXohFVaSI4TQJTgmJiaFEFnuzpw5IwDx559/PrVdfpKcbdu26W3brl070aBBA737Zs2aJbp06aJ3X3BwsACEn5+fbrvWrVvrtWnSpImYNm2a7jYgtm7dmqfYZ8+erbsvIyNDlC9fXnz77bdCCCE++eQTUa1aNaHRaHRtlixZIqysrIRarRYXLlwQgAgMDBT+/v7i3LlzIiQkRNf28SQnK/ZJkybpxfFkkvP666+Lzp0767X54IMPRM2aNXW3vby8xBtvvKG7rdFohIuLi1i6dGmu51sYSY6syZFKFVmPI0klx6xZs0hPT8fExIT09PRci5ELgxCi0PfZuHHjbPc1atRI7/bly5c5dOgQVlZWup/q1asDcPfuXV27unXr6m3n7u5OREREgeJq0aKF7v8qlYrGjRtz8+ZNAG7evEmLFi306mVatWpFUlISDx48oF69enTs2JE6deowZswYtm7dmmO9UX7cvHmTVq1a6d3XqlUr/P39UavVuvsefw4UCgVubm4Ffg7ySiY5UqmSNT9O7dq1cXZ2NnA0klR2ZRUZz5w5k7S0NGbOnJljMXJhqVKlCgqFglu3bj21XdayBY8nRRkZGTm2tbS0fOZ9SUlJ9OrVC19fX70ff39/vS9axsbGetspFAo0Gs3TT6oIGBkZsW/fPrZu3UrFihXZuHEjjRo1IiAgoMiPbYjnQCY5Uqly5MgRQF46LkmG9HiC89lnnwHw2WefFWmi4+DgQNeuXVmyZAmPHj3K9njWnC5ZX35CQ0N1j/n6+hb4uA0bNuT69etUrFgRHx8fvZ+ckqTcGBsb6/V6PM3p06d1/8/MzOTChQvUqFEDgBo1anDq1Cm9JO7EiRNYW1tTvnx5QJtc1K5dm9GjR/PXX39hYmLC1q1bczyWiYnJM+OqUaMGJ06c0LvvxIkTVK1atciupMsrmeRIpYqcH0eSDE+tVuslOFmyEp28fpjn15IlS1Cr1TRt2pQtW7bg7+/PzZs3WbRokW6Ix9zcnObNmzN79mxu3rzJkSNH+N///lfgY44bN46YmBgGDx7MuXPnuHv3Lnv27OHtt9/O13lWrFiRAwcOEBYWRmxs7DPPc+vWrdy6dYtx48YRGxvLO++8A8DYsWMJDg5mwoQJ3Lp1i+3btzN9+nTee+89lEolZ86c4euvv+bUqVOEhYVx7NgxIiMjdUlSTnGdOXOGwMBAoqKicux5mTp1KgcOHGDWrFncvn2bNWvWsHjxYt5///08n3+ReWrFTiknC49Ll6wrFIBcr06QJOnZCrPwuLiFhISIcePGCS8vL2FiYiLKlSsnevfurSsqFkKIGzduiBYtWghzc3NRv359sXfv3hwLjx+/RFqInItwhRDi9u3bol+/fsLOzk6Ym5uL6tWri8mTJ+uKf3Park+fPuKtt97S3f7rr7+Ej4+PUKlUz7yEfP369aJp06bCxMRE1KxZUxw8eFCv3dMuIb9x44bo2rWrsLe3FyYmJsLHx0f88MMPum2fLDz28/MTzZs3F+bm5nm6hNzY2FhUqFBBzJkzRy8mLy8vMX/+fL376tWrp3cp/ZMKo/BYIUQRVGu9IBISErC1tSU+Ph4bGxtDhyM9py1bttC/f39q167N1atXDR2OJL2wUlNTCQgIwNvbGzMzM0OHI/0rMDAQb29vLl26RP369Qu8n5SUFK5fv45SqaR+/fq6OqWS5mmvw7x+fpfMM5OkApBDVZIkSc/25HpVpVnpPjupTJFJjiRJ0rM9uV5VaaYydACSVBgiIyO5du0aIOfHkSSpdKpYseJzzwckhChTSY7syZFKBTk/jiRJ0rOlpqaSmZmJUqnEwsLC0OEUOZnkSKWCHKqSpMJXhq9LKbVepHqcwnj9lewzlKQ8kkmOJBWerJlpk5OTDRyJVNhepKGqrNffkzMl54esyZFeeLIeR5IKl5GREXZ2drp1hSwsLPTWQnqWzMxM4uLi0Gg0GBsbY21tjUolP24MTQhBQkICoJ3JODU11cAR5UwIQXJyMhEREdjZ2T3XrMnyVSe98LLqcWrVqiXrcSSpkLi5uQHkawFFtVqNkZERQghCQkLQaDRoNBoUCgUWFhbY29sbfJr/siwjI4Pw8HDd7yM/iash2NnZ6V6HBSWTHOmFJ4eqJKnwKRQK3N3dcXFxyXUBy8dt3bqV6dOns379emrXrk2lSpUAiImJYcuWLVy8eJHvv/++TBS7llTr1q1j1qxZtGzZkl9++cXQ4TyVsbFxoSTEMsmRXngyyZGkomNkZPTMD5tz584xdOhQhg0bRoMGDUhLCyIkdDOpKQ8wMy/P8OH9mTBhAqCtCbGwsJA9OgawZ88e7t+/z8iRI8vMTNay8Fh6oUVFRcl6HEkysPnz51OpUiWWLVvGhx8OZty4xgTdX0F4xD8E3V/BuHGNmTp1AA8ePKBcuXL8888/hg65zBFC6L4QtmvXzrDBFCOZ5EgvtMfrcVxcXAwcjSSVPZGRkWzevJkxY8aQnh5MTMwBVq+OYe3aKEDD2rVRrF4dQ0zMARwcMqlevTpLly41dNhlzs2bN4mMjMTc3JwmTZoYOpxiI4erpBeaHKqSJMPKzMzk008/ZeDAgYSErmPoUEdAsHp1LOvWxZKRAcOG2fPGUEdCQjfRtWtX1qxZY+iwy5ys98qWLVtiampq2GCKkezJkV5oMsmRJMNyd3dn+vTpeHh4kJryACE0vDHUHmNjyMgAY2N4Y6g9IEhNeYCxsXGeCpmlwlVW3ytlkiO9sKKiorh69Sog63EkyZAOHTrEmZ07Mdt3EYVGw29rY3UJTkYG/LY2FlBgZl6eiIgIKlSoYOiQyxQhBEeOHAHKXpIjh6ukF5asx5GkEkAIjo0bx8Q7dzBxEXzV0YrVv8b9O0Rlz29rY1m9WpvkLFnyGj/84JWvuXek53fr1i0iIiLKXD0OyJ4c6QVWVrtfJanEePAAevfm85s3scvIIBVXbBV1dAkOKHljqBPDhjlgZ9eB48dvo1AocHV1NXTkZUrWe2WLFi3KVD0OyCRHeoHJJEeSDESjgWXLoGZN2LkTYWzMX02a4PbwIbVbW/PGUHvMzMrj6vIyXhVGMGLESnx9o+nVqxeBgYGGjr7MKcvvlXK4SnohyXocSTIQf38YMQL+HS6meXMUK1fSs0YNPpk5A0en9QD4+Ezj7WGLCQo6wPXr16lUqRJ79+6lYsWKBgu9LHp8fpyymOTInhzphSTrcSSpmGVmwnffQd262gTHwgIWLoTjx6FWLZRKJePGtcHGRmBs7ICdbTssLCxo3Lgxu3btwt/fv0xNQldSZNXjmJmZ0bRpU0OHU+xkT470QirL30wkqdhdvgzvvAMXL2pvd+4MP/0E3t56zR6G/AGAu/srmJpasnnz5uKOVHpCWZ0fJ4vsyZFeSGVxenJJKnapqfDpp9C4sTbBsbODVatgz55sCU5qaijR0drLlD3cBxogWCknZfXS8SyyJ0d64TxejyOTHEkqIidOwPDh4Oenvf3qq7B4Mbi55dg8JHQzoMHOrimWlpWKL04pV2V1varHyZ4c6YVz7NgxAGrWrCnrcSSpsCUmwoQJ0KaNNsFxdYXNm7U/uSQ4QqgJDdkIgIf7gOKMVnoKPz8/wsPDy2w9DsieHOkFJOtxJKmI7N4No0dDUJD29jvvwNy5YG//1M1iYk6QmhaCSmWDi0v3YghUyovH58cxMzMzbDAGIpMc6YUjkxxJKmTR0fDee/Drr9rbFSvCihXQqVOeNs8qOHZz64ORUdn8MC2J5HulHK6SXjDR0dFcuXIFKLtjzJJUaISATZu0k/r9+isoFDB5Mly7lucEJy09iqio/QB4eAwqwmCl/CjL61U9TvbkSC+UrPlxZD2OJD2nkBAYOxa2b9ferlkTfv4ZmjfP127CQrcgRCY2NvWwtqpeBIFKBXH79m3CwsLKdD0OyJ4c6QUju18l6TkJAStXapOa7dtBpYLPP9deIp7PBEcIwcOsgmMPedl4SZL1Xtm8efMyW48DsidHesHIJEeSnsPduzByJBw6pL3dpIm296ZOnQLtLi7uLCkpgRgZWeDq0qMQA5Wel3yv1JI9OdILQ9bjSFIBqdXw/ffaZObQITA3194+darACQ5AyL8Fx64uPVGprAorWuk5lfX1qh4ne3KkEs/f35+NGzfqJgCsXr26rMeRJGDHjh1cuHABExMTGjVqROfOnVEqn/juevWqdlK/c+e0tzt00F45Vbnycx07IyOOiMhdAHiUkwXHJUlWPY6pqSnNmjUzdDgGJXtypBJJCEFAQAAANjY2LF68mB07dgBw584dxo0bR2pqqiFDlCSDiImJIS4uDoDw8HCWL1/O3Llz6datG1WrVmXt2rXahmlpMH06NGyoTXBsbbW1OAcOPHeCAxAWtg2NJh0rq+rYWNd97v1JhSfrqqqyPD9OFpnkSCWOEILx48fToEEDoqKicHV1JTQ0FB8fHwD69u2LsbFxmVlsLi0tDSGEocMoEcr6cxEREUGrVq145513EEIwYsQIQkJCiI6O5sSJEzRu3BhHR0c4fVqb3MycqV09vE8fuHFD26OjUDx3HNqCY+1QlYfHQBSFsM+CKOuvh9yU9aUcHlfoSY5areazzz7D29sbc3NzKleuzKxZs/ReiEIIPv/8c9zd3TE3N6dTp074+/vr7ScmJoYhQ4ZgY2ODnZ0dw4cPJykpSa/NlStXaNOmDWZmZnh6evLdd98V9ulIBrB8+XJ+/PFHhELJyz168uvW3cz48yIhXl2xa/sWH86ay4IFC1AoFERERBg63CIVHByMj7cXLZs3Y8+ePWX6DT04OJiKlSrSrEXZfS4GDRpEVFQUp44do0WzZhxY+xvh339PyNT38Tl1ml8//5yX9+5FtGypTWpcXGDjRti6FTw8Ci2OhITLPHp0G6XSFDfXPoW23/wIDg6mkndlWjRvUWZfDzmR9ThPEIXsq6++Eo6OjmLnzp0iICBAbNq0SVhZWYmFCxfq2syePVvY2tqKbdu2icuXL4vevXsLb29vkZKSomvTrVs3Ua9ePXH69Glx7Ngx4ePjIwYPHqx7PD4+Xri6uoohQ4aIa9euiQ0bNghzc3Px008/5TnW+Ph4AYj4+PjCOXnpuanValGlShXRuXNnAQjTcjWEbavXhdcH20WFD7YLrw+2C7s2Q0T/kZPFvn37hJGRkbhz546hwy4yFy5cEICo7KASgGjetInYvXu30Gg0hg6t2GU9F6aupgIQTZqVrefi/PnzAhBz5swRgGhgbi7GOTqKq9Wqi+vVa4gbNWqKCY6OYpqJqRAgdjo6ChEVVSSx3Ljxkdh/oJK4du29Itl/XmS9HpxtywlANGvarEy9HnLj5+en/TsxNdX7TC1t8vr5XehJTo8ePcQ777yjd98rr7wihgwZIoQQQqPRCDc3NzFnzhzd43FxccLU1FRs2LBBCCHEjRs3BCDOnTuna7Nr1y6hUCjEw4cPhRBC/Pjjj8Le3l6kpaXp2kybNk1Uq1Ytz7HKJKfkOXDggADEihUrhMreQ9i2HiIAYdt6iPCatlN3267NEHHzQZRwcHAQH374oaHDLjJZb+TnR1qK3UMsRHNPkzKb7OgSvhmVhddUL2Fd3VoozZVlJtkZNWqUKF++vDhz5ozwMjYW4x0dBSAmODqJG9WqiwmOTv/edhRnpk7Vvm7Ony/0ODIyEsWhw7XF/gOVREzMmULff15lvR4+fGWpGPvybFGjfCNhbW5f5pOdn376SQCiXbt2hg6lSOX187vQh6tatmzJgQMHuH37NgCXL1/m+PHjdO+uXbQtICCAsLAwOj02ZbitrS3NmjXj1KlTAJw6dQo7OzsaN26sa9OpUyeUSiVnzpzRtWnbti0mJia6Nl27dsXPz4/Y2NgcY0tLSyMhIUHvRypZXFxcmD17Ng0aNMCqTmdsWw7CtvUQ4o+v4/7cvsQfX4dt6yHYthjIwh3naNWqFdevXzd02EVOoYCuPipOvm1K5mfW9LC6Rrdu3WjZvBn79+83dHjFzrqONRWmVaDyjMrcjL5Jt27daNaidD8XXbp0YdGiRahUKl6xtWOMoxMTHJ34ITqKerf9+CE6igmOToxyciYzOQWAGzduFHoc4eE7UKuTsbCohJ1dk0Lff34pgJqeTRj78rdMH/wriWEaunXrRovmLUr16yE3cqhKX6EnOR999BGDBg2ievXqGBsb06BBAyZPnsyQIUMACAsLA8DV1VVvO1dXV91jYWFh2S4RVqlUODg46LXJaR+PH+NJ33zzDba2trofT0/P5zxbqbDVrl2badOmoVAoUNlqXwN2rQaDkQrUmWCkwq7VYIQQ7D1xESMjI9RqtYGjLj4KhQIjpYJPW6uY0tyE02fP8f6UiYYOyyAUCgWmrqZ4feqFY1dHzp05x6T3Jhk6rCLz6quv0q9fPwA8jI0BGOPkhLFCQYYQGCsUjHFyAiG4cfAgQJH8bfxXcDzAYAXHjzNSamdCUSgUmBlbMKbbN3So8ypnzp7hvcnvGTi64iXkelXZFHqSs3HjRtatW8f69eu5ePEia9asYe7cuaxZs6awD5VvH3/8MfHx8bqf4OBgQ4ckPSEjI4M1a9YQGBhIZry2qDjuxAZdgoM6k7gTG1AoFHRp1ZDY2Fi8vb0NHHXxEf8WVy45l8n80+k0b9qEufMXGTgqw8h6Lh4ueUj0nmiaNGvCwnkLDRxV0QkJCWH+/PkIIQjJyABgaVSULsHJEIKlUVGgUFCpZQssLCwK/W8jMfEGiYlXUSiMcXfrV6j7LghHazdc7MoD2tfDndCrzP9rIoeubqFZ02bMWzDPwBEWrzt37hASEoKJiUmZnx8nS6FPBvjBBx/oenMA6tSpw/379/nmm2946623cHNzA7TzO7i7u+u2Cw8Pp379+gC4ubllu2omMzOTmJgY3fZubm6Eh4frtcm6ndXmSaampmXmsuMXlRCCjz76iDZt2pB09QRCk6kborJrNZi4ExuIP74OhQKmffATFUZ1ITEx0dBhFzkhYM+dTJIzoV91Fab2buzevZQuXbqUiG/TxS3xaiIqaxXmFc2p2KAis7+cXeqfi5s3b/Lee++xYsUK/oyPI0NoWBwdzQRHJ8Y4ObE0KooforVJztzp0wmZPx9ra+tCjSHk33WqnJ06YWLiVKj7zq/kWDVT+ixEZWRCekYqvx76Bt+A4zRr2owfV+8u9a+HnDy+XpW5ublhgykhCr0nJzk5OduMm0ZGRmg0GgC8vb1xc3PjwIEDuscTEhI4c+YMLVq0ALQTGMXFxXHhwgVdm4MHD6LRaHTZaYsWLTh69CgZ/36jAdi3bx/VqlXD3t6+sE9LKiYmJiaMGTOGrVu3khkbQmrARWxbvY5diwEoNWocWwzArs0Q2lS0IfDaOZRKJba2toYOu8gN3JJGt3XJpJo6AzBi2FC6du1a5t7EAR4sfcD97+9jE2wDQJ2+dcrEc/HSSy9Rq1YtvvnmG+5nZHAiOZlxjo6McnJCAGMcHZng6EhK9WrEmZtja2ubffbj56BWpxAWvg0w/GKckUGJXN+RhJ2lExFxD5jx+1BMnTPYvXs3p06fKhOvh5zIepzsCj3J6dWrF1999RV///03gYGBbN26lXnz5unGkhUKBZMnT+bLL7/kr7/+4urVq7z55pt4eHjQt29fAGrUqEG3bt0YOXIkZ8+e5cSJE4wfP55Bgwbh8e9cD6+//jomJiYMHz6c69ev88cff7Bw4ULee69sjcGWRh9//DGtWrVCYaTCSZHEo+uHiD/zJy/fO8uoM3/yQ6e6XD22i2HDhpGWlmbocIuUi4sLnh5uOPs0YPfu3Qwa+g4AiowUA0dW/FxcXHAv507dinXZvXs3fy/4GwDfSF+iUqIMHF3RUygUbN68mZiYGMxUKtIrVqTfggU4jxyBbffu2BkZMTchgWYnTvD1118X+vEjInaRmZmImVl5HBxaFfr+8yrsXjzb5l8iM1UQGhfA4aDVbPxzfZlObkDOj5Orwr6sKyEhQUyaNElUqFBBmJmZiUqVKolPP/1U71JvjUYjPvvsM+Hq6ipMTU1Fx44dhZ+fn95+oqOjxeDBg4WVlZWwsbERb7/9tkhMTNRrc/nyZdG6dWthamoqypUrJ2bPnp2vWOUl5CVXamqqGD16tGjfvr0AhI+Pjzhmby8EiMkg2rdvLwIDAw0dZrFITU3973LYI98JMd1GiO3jDRuUgeg9F0KIwTsHi9qra4s/bv1hwKiKl5+fn2jWrJnYunWrEEJ7yXCrVq1EWyMjIUCoQWScOlXoxz13foDYf6CSuHfvh0Lfd14F3YwWyyYeFotHHxBb5pwXCbFJZfZS8Sfdvn1bAMLExEQkJycbOpwil9fPb4UQZXeayISEBGxtbYmPj8fGxsbQ4Ug5mDRpEosWLeL111+n761bvHbxIvFdumC7Z4+hQzOMU0tgzydQ5zV4daWhozG4n6/+zIKLC2jp0ZKfOv9k6HCKlRAChULBH3/8wc6dO2nUqBFjTp3CdONGaN4cTpyAQhquevToLqfPdAGUtGp1DDPTnOsei1LAlSj2LL+GOlODZ00Huo+ug7GpUbHHUVKtXLmSkSNH0rZtW90VVqVZXj+/5dpVUomW9cfap08fXps/HwDba9e0lbhlkerfxfbK4HBVTjpW6AjA2dCzxKfFGzia4pU1LDNw4EDWrl3L5MmTMZ0/H6ystGtXZS3UWQhC/r1s3MmxvUESHP9z4exedhV1poZK9Z3pMaauTHCeINeryplMcqQSKyYmhitXrgD//uE2bgwqFYSEQFCQgaMzEGML7b8yyQGgom1FfOx8yBSZHH1w1NDhGJ6HB3z2mfb/06ZBIUx4qtGkERq29d/dF3/B8Y3jIez95ToajaBqM1e6jqyFkbH86HqckPU4uZKvFKnEOnr0KEIIatSooZ3o0cICGjQAYFiVKjg6OtKvXz/27dunu3qv1DOWPTlPyurNORB04Bkty4jJk6FqVQgP165C/pwiI/eTkRGDqYkrjo7tn3t/+XH5QDCHfrsFAmq1LUent2qiNJIfW0+6e/cuDx8+xMTEhObNmxs6nBJFvlqkEivrm0nbtm357rvvOHfuHLTSXtUxpVkzJk+ezN27d+nSpQvff/+9ASMtRlk9OZkyycnSyUu7RMyJhydIzkg2cDQlgIkJLFig/f/ChXDr1nPtLmuoyt39VZTKQp9aLUdCCM79HcDxTf4A1O9cgXaDq6JQls0rp54l672yWbNmWFhYGDaYEkYmOVKJlfWHm5CQwLRp0zh69Ci0bAlAvUeP+Oyzz3Rro02ePNlwgRYn438n+JI9OTrV7KtRzqocqepUToacNHQ4JUP37tCrF2RmwqRJIASJiYkEBwcTExNDXq83SUkJJib2BKBdxqE4CCE49eddzu4IAKBpL29avlK5zF4anhdyqCp3MsmRSqTH63H++OMPPvroI6ZOnQotWpBubEzEg4c8nDiJyHnzaVKuHMbGxmzevJnNmzcbOPIippJJzpMUCoUcssrJvHnaXp29e+Gvv+jduzcVKlTA0dGRhg0bsmLFCpKTn97zlTXDsYN9K8zNi36tP6ERHNlwm0v7tDV3rV+rQpMe3jLBeQoh16t6quLpe5SkfDp27BhCCBwdHUlLS+Pjjz8G4KP3ppJsY8MYe3vYtw+USr6cPRuLlzoQZGTE+fPneeWVVwp1ptcSRfbk5KiTVyd+vfErR4KPkKHOwNjI2NAhGVxq+fLs8vGh340bMGUKy/78k4CwMGJjY9mwYQOjR4/GzMyMoUOH5ri9RpNJaOgWoHgKjjVqDQd+vcntM+GggA5DqlOztUeRH/dFd+/ePR48eICxsbGsx8lBKf0kkF50Wd2vQggGDBiAjY0N6YGBJB86xA/R0SyNjgYhWBoezg9RkSQfPMSoXr3x9/fX9QCVSjLJyVE953o4mTuRmJHI2bCzhg7H4IQQvP3224y4e5cUR0cICMBs13puOd/iksclXpr+Emf8zuSa4ABERx8mLT0cY2MHnJ07FWm86gwNe1Zc5/aZcJRKBV3eqSUTnDyS9ThPJ3typBIp6w93yZIl9O/fH4C4LX8yxsUFhOCH6CiWxUSTIYR2gUIXF5Q3rgMQHR1tqLCLXlaSIwuP9SgVSjp4dmDT7U0cCDpAq3KGW3agJDhz5gy///47a9euxVylYuCHwzhydjVuHu4IBShQMHv7bNqXa091h+p4enoyfPhwvX3oCo7d+qFUFt3CxhnpanYtu0rwjRiMVEq6jqqNd13DLv75IpH1OE8ne3KkEicmJobLly8D2j/crPH4jIcPQQjGODlhrFCQIQTGCgVjnJxACNKDHwBgaWlpsNiLXFaSo8kEdcbT25YxnSpoexsOBh1ErVEbOBrD+vHHH/H29ub111/nfvfmHGlkS/i2SEK3h6ERGkK3hRL+ZziHHx7m6oOrfPvtt3rTMKSmhREVfRgo2qGqtJRMdizyJfhGDCoTJT3G15UJTj7I+XGeTSY5UomTVY9TvXp19u7dS+3atcnMzMS4XDlQKFgaFaVLcDKEYGlUFCgUmFWowPjx46lXr56hT6HoZBUegxyyekITtyZYm1gTnRrN5cjLhg7HoAIDAxkzZgxKpZKtd7bh1tcNl34uRGyN4PqI60RsjcClnwtufdwo17Uc/v7+3L17V7d9aMhmQIOtbWMsLSsXSYypSRlsn3+J0DvxmJir6D2pAZ7VHYrkWKVVQECArh6nRYsWhg6nRJJJjlTiPP7NpHbt2ty6dYvff/8du1dfYWlEBD9ERzHB0YnLVasxwdGJH6KjWBoRgdfwd/jhhx8wNzd/+gFeZCpT4N8rTWSSo8fYyJj25dsDsD9ov2GDMbCjR4/ywQcfABCSFIJA4NLHBYVKgcgUKFQKXPq4IBAkG2uvsEr4d3ZkITSEhG4CoFwR9eI8ik9j67yLRAYlYmZlTN8pDXCvbFskxyrNZD3Os8kkRypxHk9yGjZsyIABAxg1ahSH/PyweKkDE5ycGePsrB26cnRkgqMTF42N2Xv1qmEDLw4KxWPFx3LiuydlXUp+MOhgnueCKa2ioqIgMxPX87dQqDVEbI/QJTgiUxCxPQIFCszStLNo29nZARATc4LU1AeoVNa4uHQv9LgSolP4c+5FYkIeYWlrQr+pDXGuYF3oxykL5HpVzyaTHKlEebweJ+sPd/Xq1bz00kt069aNlkOGMPf8OUxbtcImMRG7uDjGODpS2ciI8uXLGzL04qMrPk41bBwlUMtyLTEzMuNh0kNuxTzfTL8vslmzZvFynTpktmtL/zl7CNsRoRuiqrWylm7oKmxbGCOajWDJkiVUqlQJ+K/g2M21L0ZGhdsrGheezNa5F0mITMHGyYx+7zfCwb0U19AVIVmPkzfy6iqpRHm8HsfNTbvasbm5Odu2bWP9+vV06NABE2trpsfF8nNoCCbAI0tLPqlcmao1axo2+OJibAFEy56cHJirzGldrjX7g/azP2g/NRxrGDokgxhsbc3YsDBUYWE4milxjdUg+rng3tcdITS493RGIQRtU8tTv2J96o+tD0B6ehSRUdqhvsIuOI56kMRfCy+RkpiBvZsFvSc1wMq+6K7aKu0CAgIIDg6W9TjPIHtypBIlt28mKpWKN998E2trbbf2zDlzyKxfHwArlRGasDDi/vyzGCM1IFXWIp2yJycnL1V4CYAD98vg7Mfp6TB1Kj5TpuAIXK9oxpAZ1VmzcT/nVp9jWK1hdK3YjWFpdTh7Mp71uy5w9IsvdJuHhm1FiAxsrOtibV14CWJYQDzb5l0kJTEDJ08r+k1tKBOc55T1Xtm0adPSfUXpc5JJjlSi5LX71dvbG4uuXQGw89BOGhb141I0qWXgg19OCPhU7TzboVKouBt/l4D4AEOHU3wCAqBNG+1yDsDazo689ZEP+1cFEn01mgo2FaifWB/vG978uf4BRyPSUQGtFy2CgACEELplHApznaqHfrH8tcCXtORM3CrZ0HdKA8ytTQpt/2WVXMohb2SSI5UYsbGx2epxnqp1awBMQ0JQebiTGRFB7O+/F2WIJYMsPH4qGxMbmrk3A8rQWlZbtkCDBnD2LMlWpkyaUIH5QyuwsOcy9v68lw4dOgAwZ84cxo4di5FKhflvv6Fp2BBlTAz07UvcgyMkJ9/DyMgCV9dehRJW4NUodiy+TEaamvLV7ek1sT6mFnLJjecl63HyTiY5UomRVY9TrVo1XT3OU7XSzmqr8PfHZcgQAKKXr0Dz6FFRhml4svD4mTp6/btgZ2kfskpNhfHjoX9/iI8nqFY5+s7w4mhjB+a1n0ercq1o1aqVbi23TZs2kZGRwaFDh3h1yBCU27eDqytcuYJy+CgQAleXnqhUVs8d2p0LEexadhV1hoaKdZ3oMa4uJmayDLQwBAYGEhQUhEqlkvU4zyCTHKnEyPc3E3t7qF0bABsbG0y8vFDHxBCz9reiCbCkMP53PgzZk5OrDp4dUKDgWvQ1wh6FGTqcouHvDy1bwpIlAJx8ozV9ptgR7mzGt22/pb1n+2ybWFhYoFI9lmiULw9btiCMjbHd50/FdXGFUnB882Qoe1deQ6MWVGnsQrfRtVEZGz33fiUtWY+TdzLJkUqMAnW/tmkDgOLkSZwmTAAg+pdfUP87sVmpJAuPn8nJ3IkGLg2AUjpktX49NGwIly4hnJzYvOAdRneKQ61S8lXrr+hSsUve99WqFbFfaxfqrLwqFptDgc8V2pVDDzj4602EgJqt3On0Ti2MjORHTWGSQ1V5J195UokQGxuLr68vkM+Jrf5Ncjh+HJuXu2NapQqahASif/ml8IMsKWRPTp5kTQxYqpKc5GQYMQKGDIGkJGjbll/WTuALO+3K6zNazqBnpZ752qUQAv+2YQT3tQFAMXQoXL9eoPAu7A7k2B+3AajX0ZP2b1RHqVQUaF9S7mSSk3cyyZFKhMfrcdzd3fO+4b/Fx1y6hCI5GedJEwGI+XUtmTExRRBpCWCc1ZMjr656mqy6nAvhF4hJLQWvhRs3oGlT+Pln7czXn3/OivmDWBCuXYLhk2af8EqVV/K924TEKyQl3eLuOHc07Vprk6c+fSAffz9CCE5tvcvpbfcAaNyjIq36++gW15UKz+P1OC1btjR0OCWeTHKkEqHA30w8PcHLC9RqOHUKq44dMatdG5GcTPTyFYUeZ4mgKzyWSc7TlLMqRw2HGmiEhiPBRwwdTsEJAatWQePG2h4WV1fYt481Ayqx6OqPAExtNJXB1QcXaPchD7VXJDq7v4xy81bt39PduzBoEGRmPjs8jeDYH/5c3HMfgJav+NCsVyWZ4BSRrPfKJk2ayHqcPJBJjlQiPFf367+9OYdmzWLGjBlcrVsHgNgNG8gIDy+kCEsQ3XCVTHKeJWvI6oVdsDMpCd58E955B1JSoFMnuHyZ38tFMvf8XADG1R/HsNrDCrT7zMwkwiN2Av/OcOzkBNu3g4UF7NsH06Y9dXuNWsPBtTe5evgBKKDd69Vo0KVCgWKR8kYOVeWPTHIkgytoPU56ejr379/X1eWYnDnDzz//TJ/p07mckY5ISyNq6bKiCNmwZOFxnnXy6gTAqZBTJKUnGTiafLp8GRo1gt9+A6USvvoK9uxha8JJvjrzFQAj6oxgdN3RBT5EeMTfqNXJmJtXxM6uqfbOevVgzRrt/+fNg19/zXFbdaaGvT9f59apMBRKBZ2G1aR223IFjkXKG5nk5I9MciSDK0g9TlpaGj179qRLly5k/jtPRCsjIx4EBODv709wm7YAxG3ZQvqDB0UWu0HIwuM8q2RbiYo2FcnQZHD84XFDh5M3QsCyZdCsGdy+DeXKweHD8Mkn/B24i+knpwPwRo03mNhg4nMNC2UtxlnOY4D+fvr3h88+0/5/1Cg4e1Zvu8x0Nf8svcrdi5EoVQq6jaxNtWZ5mNtKei6BgYHcv39f1uPkg0xyJIMryDeTadOmcfToUZYtW4aqdm1iy3lwzKcCO2f9j9CzxxnxzZdYtmwJGRkEz51bNIEbiiw8zjOFQvFiDVnFx8PAgTBmDKSlQY8e4OsLbdqw7/4+Pj3+KQLBgKoD+LDJh8+V4CQm3SIh4TIKhQo391ezN5gxA3r31sbRty+EhACQnprJjh8uE3Q9GpWxkh5j61KpgXOB45Dy7vF6HCur55+wsSyQSY5kcPlNcuLj41mxYgUfffQRHTp0YOzbb/G6nRXnqlXitt91zu34k9e7vMRXsVEApOzaTey1a0UUvQFk9eTIwuM8yRqyOvrgKGnqNANH8xTnzmnnvtm0CVQqmDsX/voLnJw4+uAoHx79ELVQ06dyHz5t/ulzF/aGhGgLjp2cOmFq4pS9gVIJa9dCzZoQGgqvvEJqdCLbF/gS4h+HiZkRvSbVp0JNx+eKQ8o7uV5V/skkRzKogtTjrFu3jvT0dEaNGkVs6EMCLp5l9/Xb7L15FwHsverH7mu3Cbpzi9SmTTBSKLj66f+K7iSKm1ygM19qOdbC1cKVlMwUToWcMnQ42QkBCxZolym5d097ddPx4zB1KiiVnAo5xZRDU8jUZNK9Yne+aPkFSsXzvXWr1amEhW0HoNzTZji2sdEWItvZwZkzhHQeTERAPGaWxvSZ0gAPH7vnikPKn6wvhPmaS6yMk0mOZFBZ9ThVq1bNcz1OvXr1WLZsGR4eHlw7tI/OtavRtVZV9ly/zbTNu9hz/TZda1Wlc+1qxDWtD4Cznx+pfn5FeCbFSCWTnPx4fMiqxE0M+O/imEyZAhkZ8MorcOmSth4HOB92nokHJ5KuSadjhY581eYrjJTPvzxCRORuMjMTMDMrh4ND66c39vEheeVaNAollS79TaM7O+g7tQEuXjbPHYeUd4GBgQQGBmJkZESrf9ftk55NJjmSQRWk+7VVq1YMHz4cgPjICBCCzrWqYKRUotZoMFIq6VyrCgh4pM4kq9w0cuGiQo7eQGRPTr5lDVkdCj5EpubZc78Ui5MnoX597ZCUiQksXgybN2vXZAMuR15m3IFxpKpTaV2uNd+1/Q5jZeGs4J1VcOzh/hqKZ/QKxUUks+mCPSeba6/ianZkMY43zxRKHFLeZb1Xynqc/JFJjmRQBSk6TkhI4Pvvvyc2NhYbJ2eEEOy77q9LcNQaDfuu+4MCrBydWJOehlAoSDp4kJQrV4rmRIqTLDzOtwYuDbA3tSc+LZ4L4RcMG4xGA99+C23bQnAw+PjA6dMwbpx2JmPgRvQNxuwbQ3JmMs3cmjG//XxMjEwK5fCPHt0jLu4soMTdvf9T20Y/TGLr3IskxaRxv9NQMgYOQaFWw4AB2qE1qdjIS8cLRiY5ksHExcVx6dIlIH9jzMnJyXz88cesWrWK+Mhw9l331w1Rfdu/u27oat81P+p16sYhPz+se2nX84lcsLBIzqVYycLjfFMpVbpVuQ06ZBURAS+/DB99pJ2le/BguHgRGjTQNfGP9Wf0vtEkZiTS0KUhi15ahFnW3EiFICRU24vj6NgOM7Pch4gj7iewdd5FkhPScSxnRb/3G2G8eiU0aaIdZuvdGxITCy0u6elkklMwMsmRDObxehwPD488b+fm5sbAgQM5sn41t08dRyMEXWtXpUvtqig0GrrU9KFb7ao4+FQnKDwSY2NjXCdOAmNjHp08yaMn5vx44cjhqgLJGrI6EHQAjdAUfwCHD2uHp/bsATMzWLEC1q0Da2tdk4D4AEbsHUFcWhx1nOqwpOMSLLKS2kKg0aQTGvon8PSC4xD/OLbNv0Tao0xcvW3o+14DLGxMtHFv3QpubtolJt56S9szJRWp+/fvy3qcApJJjmQwz/PNZPyAV2hbWTt9/GuvD2HDvkM0adGWqg9CaXwvmO5DhrHz4GGmTJmCEAKT8uWw66+dCyRy4SKEEIV1GsXv8cLjF/k8ilkz92ZYGlsSkRzBtahinFJArYYvvoCOHbWXYteoob1cfMQI3fAUQHBiMCP2jiAmNYbqDtVZ2mkpViaFW3sRGXWAjIwYTExccHTskGOboOvR7FjkS0aqmnJV7eg9qT5mlo/VApUrp010TEy0/86aVagxStll1eM0btxY1uPkk0xyJIMpaJJz59xpTqxbBcBDjIlUGGPv5kFGjXp0PHuFtheu8tOn/6NXr15s27ZNN5+I07tjUJiaknLhAo+OvyCz3+YkqycHAZkleN6XEsbUyJS25bQzYRfbxIChodC5s3ZiPY0G3n5bm+DUrq3fLCmUEXtGEJEcQWXbyvzU+SdsTW0LPZz/Co5fRalUZXv87qUI/v7xCpkZGrxqO9JzfD1MzLK3o3lz7azMoD23rVsLPVbpP3KoquBkkiMZREHrcR7eusHfC79DCA11XurC97//yccffwyApa0twU7aSc2Oz5/Pb7/9ho3Nf5e5Gru6YP/664C2NueF7c3RJTnIpR3y6SWvlwA4cP9A0f/+9+7VrgN16BBYWmrXgPrlF+3/HxORHMGIvSMIeRSCl40XK7uuxMHModDDSUl5QEyMNrl3d38t2+O3ToeyZ/k1NGpB5YYudH+3DiqTp1yu/vbbMGmS9v9Dh8LVq4Ues6Qlk5yCk0mOZBAFqceJfhDEtu9mkpmRTqVGTek0YhwKhULXU9OsWTOqDh4MgP3duznuw3HkCJQWFqRev07i/hdgmv+cGBlD1rfwTLlIZ360KdcGE6UJQYlB3Im7UzQHycyETz6Brl0hMhLq1oULF7SJwBOiU6IZuXckQYlBlLMqx8ouK3Eyz2H24UIQEroRENjbt8TCwkvvsauHH3Bg9U2EgOot3ekyohZGqjx8PMydCy+9BI8eQZ8+EB1dJLGXZffv3ycgIEDW4xSQTHIkg8jvN5PE6Ci2fD2d1EdJuFetTs9JH6I0yuFbZuPG2n/Pn89xPyoHB+zfehOAqEWLEGp1fkMvGXSLdMri4/ywNLakpYd2YcMiGbIKDob27eGbb7S3331Xe3l4tWrZmsanxTNq3yjuxd/D1cKVlV1W4mZZNItcajSZhIZsBrIXHF/cc5+jv98GoE6H8rz0RnWUyjwuGaFSwcaN4O0NAQHaS8szS8g8RKXE4/U41o8VqUt5I5McySDyk+SkJiXx5zfTSYyOxMGjPP0+/Bxj01wuqc1Kci5dyvXN1vHtt1Ha2JDmf4eEf3YVIPoSQCXnyimolypoh6wOBh0s3B3v2KG9eurECe1yCH/8AUuXgrl5tqaJ6YmM3jea27G3cTJ3YmWXlZS3Ll+48TwmJuYoaenhGBvb4+zcGQAhBKe33+XUVm2vZ6NuXrQZUAVFXhOcLI6O2qUfLC3h4EF4//3CDr9Mk+tVPR+Z5EjFLj/1OJnp6WybM4uo4PtY2Tvw6iczMbd+ynTyVatqL8lNSYEbN3JsYmRjg+M77wAQufgHxIv4zVNeRl5g7T3bY6Qw4lbMLYITg59/h+np2nWmevfWzh/TqJF27psBA3JsnpyRzNj9Y7kefR17U3tWdF5BRduKzx/HUzz8t+DY3e0VlEpThEZwfKM/F3bdB6B530o071u54It+1qmjXcwTYOFCWLWqMMKWkOtVPS+Z5EjFLq/1OBqNmn9+mMvDW9cxMbfglY+/wMbZ5ek7Vyq1HzKQ65AVgMPQNzBycCDjfhDx27YV4CwMTJfkyMLj/LI3s6exq7bH71m9OTdv3uTYsWNcvHiRtLQcrmQLCIDWrWHePO3tyZO1PTmVK+e4v5TMFMYfHI9vpC/WJtYs77IcH3uf5zmdZ0pLCyc6+hAAHh4D0GgEh367xZVDDwBoO6gqjbpVfP4D9eunvdIK/humk55LUFAQ9+7dk/U4z0EmOVKxy8tQlRCCg6uW43/2JEYqFX0/+B/OXt55O8Az6nIAlJaWOI4aCUDkjz+iSU/P275LiqwkRxYeF0hHL+2CnfvvZ6/LUT9WpzVt2jTatm1Lo0aN8PT05JNPPiE0NFT74JYt2pmKz53Trje1bRvMnw+mpjkeM12dzuRDkzkXdg5LY0t+6vQT1R2qF/q5PSkkdDNCqLG1bYSZaSX2/XydmydDUSig41s1qNO+EIfJPvtMm+ykp2v/ffiw8PZdBmUNVTVq1EjvSlEp72SSIxW7vHS/ntm6kct7/waFgu7j38ezVt28HyAPSQ6A/aBBqFxcyAwJJW7jprzvvyTQFR7LnpyCeMlTW5dzOfIykcmRuvvj4uJo164d69evB2DFihXcuHGDkydPMnjwYJYuXcq5Y8dg/Hjo3x/i46FFC/D11V5dlIsMTQZTj0zlZMhJzFXm/NjxR+o41ynScwQQQkNIiPa17eY8kF0/XeXOhQiURgq6jKhN9Ra5L+tQIEolrFmjnQcoLEyb6KTKRLyg5KXjz08mOVKxiouLw9fXF8g9ybl6aC8n/tCO73d4axTVWrTO30GaNNH+e/my9htlLpRmZjiNHQNA1E/L0KS8QPUtusJj+QFSEK6WrtR1qotAcChYO5Sj0Wh49dVXuXHjBj4+2iEkU6yJu2VC4nVrBrWfiN9fB+n9zTewZIl2R9OmwZEjUKFCrsfK1GTy0dGPOBx8GBOlCYteWkRD14ZFfYoAxMSeJDU1GIVw5NxmL+5fjcbIWMnLY+ri0+gZQ78FZW2tLUR2cND2co0aJWfmLiBZdPz8ZJIjFavjx4+j0WioUqUK5cqVy/b4vYvn2Ld8MQBN+75Gw+698n8Qb2/t8EF6+jMnKLN75RWMy5VDHRlF7L/f3l8IsibnuT05ZHXw4EEOHjzI+vXradq0KeOGT2Vor3Fc2nefOxciuLQnkOHvLWRcUCKJZmb8MWwYzJ4Nxsa5HkMjNHx+4nP23t+LSqliQYcFNHdvXhynB2hnOFanW/Dw+CeE3E7A2NSIXhPq4VXbsWgPXKmS9tJyIyNtQfKCBUV7vFIoODiYu3fvynqc5ySTHKlYPa37NdTfjx3zZyM0Gmq160jrQW8W7CAKRZ6HrBQmJjiNHw9A9IqVqJOSCnbM4iavrnpuHStok5xzYeeIT4vnxx9/pHbt2nTt2pW48GSCrsaw89xq/jm3FiHgnwu/sfP8GoIqtebbAe/w3t69ZGRk5Lp/IQQzT81kx70dGCmMmNt2Lm3Ktymu0yM9PZrQ4FMEHX6fhFAbTC1U9JncgHJV7YsngI4d/yvIfv992LeveI5bSmT14jRs2FDW4zwHmeRIxSq3JCcm5AF/fvsFmelpeNdvROdREwp+OSvkOckBsO3VExNvb9RxccSsWVPwYxYnXeGxTHIKysvGCx87HzJFJkcfHMXMzIz33nsPhULBzZOhdG88lB6Nh/H3+dVMXtGNv8+vpkfjYXRv8ia1G75KSEgId+7kPGuyEILZZ2ezxX8LSoWSb9p8o+s5Ki73bv/F/YNTSIvzxNzGhH5TG+LqXcwflhMmaJd/0Ghg4EDI5fmSspP1OIVDJjlSscltfpykmGi2fP05qYkJuFWuQs8pH2GkymFRwPzIR5KjUKlwnjgBgJhVq1HHxT3fsYuDnPG4UHTy6gRoh6zWr1/P22+/DUBidAoI6N5oKCqlMZmaDFRKY7o3GgoCSNcOUSUnZx8uFEIw/+J81t/SDn/ObDmT7t7di+eE/hUXkcyx1bakJ7pjbqPmlakNcSxngNWrFQrthIjNm0NsrLY4OyGh+ON4Ackkp3DIJEcqNjnV46QlP+LP2TNIiIzAzs2dfh/NwMQs+wyx+ZZVfHztmnZiwGew7toV0+rV0SQlEf3zL89//KImC48LRacK2iTnRMgJElMTuX79OgDWjuaggF0X1uoSnExNBrsurAUFpKq1H9ROTtnXmVp6eSmrrmknw/us+Wf08cn9qquiEBPyiD/nnCE9yQ4Tqwj6vd8AO1eLYo1Bj6kp/PkneHhoJ+gcOlTbsyPl6sGDB9y9exelUknr1vm88ELSI5Mcqdg8+c0kMyOD7XO/IvJ+ABa2drz6ySwsbGwL52Dly4OLi3Zph8uXn9lcoVTiPHEiADG//UZmZOQztjAweQl5oahqX5VyVuVIU6cxecFk2rZtS0pKCjVaurPr/FrdENWCkbt1Q1f/nF/Ly2+0YseOHXh56S90+fPVn1l6eSkA05pMY0C1nGc9LiqRQYls/f4iKYkCU9sHNB50A3uXolnwM1/c3WHrVm3C89df/00aKOVIzo9TeGSSIxWbx5McodGwa8k8gq9fwcTcnFc+/gI710JcnDAfxcdZrDq0x6xuXURKClErVhReLEXBWK5dVRgUCoWuN8esjhkxMTHMmTMHO1cLKtRxoGeTYbzccAgKjZruDYfQo/EwQIORQkXPnj319vXbjd9YcHEBAJMaTuKNmm8U67mE3olj27yLpD7KwMzhPhXaz6VSlX7FGsNTNW0Ky5dr/z9rFmzWLhgqhODkyZPs3r2bEydO5DyzdBkjh6oKj0xypGLxeD1O27ZtOfTrCm6fOobSSEXv9z7F1TvnafCfSz6THIVCgcvkSdp4N/xORtbMtiVRVk+OLDx+bll1OZfiL/H5jM+ZPn0606dP57tFM1m7cwkNXGLxuXeEBjGn6Nl2EN0bvsUfs08RG/ZIt49Ntzfx7blvAXi33ruMqDOiWM8h+EYMfy3yJT1VjWOFNDzbzcXGwQMbm/rFGsczvfkmvPceAOKtt+DKFRQKBVOmTKF79+60bt1aN7N0RESEgYM1HLleVeGRSY5UZNLS0hD/TgL2eD1OyIXTXNq1A4Bu46bgVbd+0QSQzyQHwKJFCyyaNkVkZBC1dFmhhPH481BoXsBLyIvkeSgEdZ3r4mTuRGJGIp2Hd+aLL75g1qxZXLx4ETsXC2Ltg+ly4CsabpnORz+8QkJGBCLDiO3zLxEfmcxfd/9i1qlZALxd623G1hv71OMV9vNwzzeSnT9eJjNdQ4WaDlRo/xNGxql4eAx8visUi8q335LSujWK5GQede6MiIxk586dBAcHc+7cOQYPHsyqVau4f/++oSM1iAcPHnDnzh1Zj1NIiiTJefjwIW+88QaOjo6Ym5tTp04dzj/2QSOE4PPPP8fd3R1zc3M6deqEv7+/3j5iYmIYMmQINjY22NnZMXz4cJKemMPkypUrtGnTBjMzMzw9Pfnuu++K4nSkAggODqaSd0WaN2/Gnj17OHRIO6ts75ZNObZ+NQDthg6nRqsi/KaSleTcvAl5nP9GoVDgnNWb8+efpAcFPVcIwcHB+HhXpmXzFuzZs6fwPtxUL9ZwVXBwMN7e3jRv3rxwn4dCoFQodcs8HAg+wOeff05gYKDuA+a3c+eIVCoxE4KTP8xj0oJ+OHhY8ig+nd/nnGL2we8RCF6v/jpTGk15amIRHBxM5coVadGiWaE8D7fPhrF7+TU0mYLKDZxp/YaClNSrKJUmuLuVoKGqxzxKS6N9WBiBKhWWERFcqFyZXecusDpNyUpzJ1wmTuPI7Ts0+ffigZL0WikOj8+PY2tbSDWKZVihJzmxsbG0atUKY2Njdu3axY0bN/j++++xt/9vAqrvvvuORYsWsWzZMs6cOYOlpSVdu3Yl9bE1ToYMGcL169fZt28fO3fu5OjRo4waNUr3eEJCAl26dMHLy4sLFy4wZ84cZsyYwfKsMV/JoCIjIwkJDePezZt069aN5T/9RDU3Z9xT4wFo1LMfjXsW8ZuwuzuUK6e9kuPfobK8sGjYEMu2bSAzk6is6fsLKDIykgehDwn1f0C3bt0KL9l5wS4hj4yMJDQ0lDt37tCtW7cSl+xkzWFzMOggao2aChUq6JKV9Rs24Ny/PwA1IyKwsDal96T6mDhAZoKCntfH8lq5wUxrOu2ZPSeRkZE8fBhG8IPLdOvW7bmSnevHHrJv1Q2ERlCtuRtdRtQiLGIjAM7O3TA2tsv3PovDhg0bOHf3LrfnzCER+MbFnXEbt7M4IJTt4bH8GBRBo0kf8Op7H9K1a1eWLSucHtUXhazHKVyFnuR8++23eHp6smrVKpo2bYq3tzddunShcmVtzYUQggULFvC///2PPn36ULduXX799VdCQkLYtm0bADdv3mT37t2sXLmSZs2a0bp1a3744Qd+//13QkJCAFi3bh3p6en88ssv1KpVi0GDBjFx4kTmZc2wKZUIbzSrz8i2TanuZMebLRqCENhWqkrb14cVTwAFGLICcJ6o7c2J/2sHaYUwgdmPvWew9rW5aMJSCifZeUELj1999VWGDBlCaGhoiUp2mrg1wdrEmpjUGHwjfbM36NBB+++/PZKXks7xa6VZJJhGY5vqjM/xl0hLyszz8f73P2e+me1GYuL1AiU7l/YFcXidHwio3a4cHd+sgUakEB6uHQYu5zEwz7EUJyEEP/74Iz169MCpbVteLVeBva1fImnNMpLW/4xQKIhfu5ykVUvZG5eE0qM8S5YsMfjrozjJ9aoKV6EnOX/99ReNGzfmtddew8XFhQYNGrDisStVAgICCAsLo1OnTrr7bG1tadasGadOnQLg1KlT2NnZ0TjrAwro1KkTSqWSM2fO6Nq0bdsWExMTXZuuXbvi5+dHbGxsjrGlpaWRkJCg9yMVMQVUc3NmYNN6mBqrCIqJ493vFtCiZQv2799f9McvYJJjXrsW1p07gxBE/rD4ucNQAO0rNWXzoB84Pup3CE/TJTsFeh5esMJjIQR2dnaYmZnh4+PD22+/zUcffURYWJgu2SmW10MujJXGtC/fHoADQQeyN8j6wDl1irMBR5l8aDJxxlHEdb6MpZ0JsWHJbF/oS+qj3Jd5eJwCaNLEgoWLXNnypxfu7v66ZOdpz4MQgrM77nFyizbxbti1Am0HVUWhVBAR8Tdq9SPMzb2ws2uWj7MvPmq1Gh8fH8aNGwfAqe59sBo6Esu3x/Bo1VLCuzbl0aqlWL49BsvXh6Nu04nr16+Xmffqhw8f4u/vL+txClGhJzn37t1j6dKlVKlShT179jBmzBgmTpzImn+nyw8LCwPA1dVVbztXV1fdY2FhYbi46K+Qq1KpcHBw0GuT0z4eP8aTvvnmG2xtbXU/np6ez3m2Ul5ldeN72tvSyqciZ8+eY8rkyUV/4AImOYB2FmSFgsQ9e0i9caNQwlEoFHjZe7Bx4EK+6fI+p8+eYeqUqfnfUQkuPE5JSSEwMJAzZ86wY8cOVq5cyT///MOkSZNwcHAAtM+Dqakpw4YNo3nz5pw9e5YpU6YYNO6sIasD9w9k7zmoVg3c3CA1lZ9/GU2aOo325dvz5cvT6TulIeY2JkQ/SGLHIl/SUvLeo6NQKLC1NWLceHtefdWWM2fO8d57k3JsK4TgxJY7nPs7EIBmfSrRop+P7m/rYcgfAHh4DEStfoTv5eEkJFzJ57NQtFQqFRs3bqRbt24AGLl5oFEosBo6SrvQaUYGGBtjNXQUArgWEQVoX1NlQVYvToMGDWQ9TiF5zrnzs9NoNDRu3Jivv/4a0P6yrl27xrJly3jrrbcK+3D58vHHH/Pev5cvgrauRyY6xUMIwd3IaHZfv0NgZDRNmzbhq6++LvoDZyU5t29DfDzk443DtEoVbHr2JGHHDiIXLsLzp+evDRBCkKZOx0xlyhsNelPRwxPX/jXzvyOV4ZOczMxMoqKiCA8PJyIigvDwcMLDw0lMTMy1vRACY2NjhBCEhoayf/9+AgICaNq0KV999VUxn4G+lh4tMVeZE/IohJsxN6np+NjvRaEgrkUD7Lbuou61GGjbl7nt52KsNMbO1Zg+k+qzbd4lIu4n8vfiy/SaWB9jU6M8HVetFnz4QTiXLyfTrFkTvvwy+9+FRiM4st6PG8e1w/WtB1Sh3kv/vXclJfmRkOCLQqHCxaUHl6+MJC7uLI8e3aVF830olbmvlF7cEhMTuXfvHgDqMO35JK1drktwyMggae1yrF4fjo+NFZEqFXZ2dgaMuPjIepzCV+hJjru7OzVr6r9p16hRgy1btgDg5qad8C08PBx3d3ddm/DwcOrXr69r8+QcCZmZmcTExOi2d3NzIzw8XK9N1u2sNk8yNTXF1NS0gGcmFYgAv7BIdl/1Izg2nqZNm7Bs7Tq6dOlSPJe3OjlBxYoQGAgXLsBLL+Vrc+fx40j45x+Sjhwh+dIlLBo0KFAYAjh87yzzT63CL+Iec/t/Sg/PNrR2bYDinBFJjqFYNnVDoczjc1KMPTlCCOLj43VJTFZCEx0djSaX6fltbW1xdXXF1dUVFxcXYmJieOmllxg+fDjJyckcPXqU4OBgmjZtytKlS4vv9fAU5ipzWnm0Yn/Qfg4EHdBLcvxi/Nju4MeHwEv3lLzTYQGmRv+9lziWs6L3pPpsm3+J0Lvx/P3jFXqOq4vKJOdERwAhIRl4eBhz/PgjzMxqsXv3rByfB7Vaw4HVN/E/F45CAe3fqE7NVh56bbJ6cRwd2+N36xPi4s6iUllTp/YPJSrBAZg0aRLHjh1jw4YNpOzajsjM5NFq7RCV1dBRJK1dzqNVS1EAK+Z9S0QdH8zMzAwddrGQSU7hK/Qkp1WrVvj5+endd/v2bd30597e3ri5uXHgwAFdUpOQkMCZM2cYM2YMAC1atCAuLo4LFy7QqFEjAA4ePIhGo6FZs2a6Np9++ikZGRkYG2v/iPft20e1atX0ruSSDGvt6UtEJz3C3MyM3bt3G+bDrHFjbZJz/ny+kxwTLy/sXulH3KbNRC5chNfqVQUKYexfM7gf+5DmTZuxZeVWunTpQkbII2L/9CfjYRJx2+6QfDEc+1eqYOxm+ewdZiU56jTQqEGZt16DZ0lJSdElMY//m9sstGZmZri4uOiSmax/n/xQunjxIhqNhi1bthATE0PTpk1ZsWJFiUhuHtfRq6M2ybl/gAkNtIu23o27y8i9I7H1MeJDoLpfLIpMRbZ3T+cK1vSaUI+/Fvry0C+WXT9d4+V362BknL0q4MsvI/nqK+2QfOtWE/lixic5Pg+ZGWr2rrxOwOUolEoFnd6pSZXG+sP0anUaYWHbAEhPiyAh8QpGRhbUr/cLNjZ1nv9JKWQjRoxg1apVbN68GfXDINLPncTyrXexen04CiGwHToKBdDGVEk1O2uqtWlj6JCLRUhIiKzHKQKFnuRMmTKFli1b8vXXXzNgwADOnj3L8uXLdZd2KxQKJk+ezJdffkmVKlXw9vbms88+w8PDg759+wLanp9u3boxcuRIli1bRkZGBuPHj2fQoEF4eGi/wbz++ut88cUXDB8+nGnTpnHt2jUWLlzI/PnzC/uUpAJwcXGhnIc7GgEkPeL1IUPo2rWrYYJp3Fg7hXwB6nIAnMaMIX7bdpJPn+bR6dNYNm+e521dXFzw9CiPe/ly/DTzZ70PdZNyVriMq8+jUyHE77lPelAi4YsuYtWmPDYdK6DMpRcA+C/JAchMBZM8JEaPyczMJDo6OttQU24FnkqlEicnJ73eGVdXV2xsbPKUpLi4uODh4UH58uWZOXNmiUtusrQt3xaVUsXd+Lvci7+HkcKIEXtHEJsWi3ut+mjcE1GGhsHp0/8VIz/GrZItPcfXZceiywRdj2bvz9fpMrIWRkbaRMfFxYXy5d1o0NAdT894lEoT2r00KcfnIiNNzT9Lr/DgVixGKiXdRtemYp3s61BFRu4mMzMepdKMhMQrKJVm1Ku7ElvbhoX+/BSGFi1aMHHiRL799lus7eypamHCxMGvEuTtzoPUdNyMFKTXr8l3701mT99ehnvfKGaP1+OUleG54lDoSU6TJk3YunUrH3/8MTNnzsTb25sFCxYwZMgQXZsPP/yQR48eMWrUKOLi4mjdujW7d+/W+/a3bt06xo8fT8eOHVEqlbz66qssWrRI97itrS179+5l3LhxNGrUCCcnJz7//HO9uXQkwylfvjx37wXQqlUrQkND6ZB1Ca4hPEfxMYCxhwd2AwcS+9tvRM5fgMXvG/L8AV2+fHn8793BxMQkx20USgVWrcphVtuJ+L/uknI9mqQjD0i5EoldHx/MqzvkvGPVY0lORkquSY4QgoSEhGzJTFRUVK5DTTY2NtmSGUdHR1Sqgr9dlC9fnnv37uX6PJQUNiY2NHNvxomHJ9jqv5XdgbuJSomiin0Vfuq8HGX7sbBhAxw+nGOSA+BRxZ6Xx9bl7yVXuOcbyYFVN+j0Ti2USgXly5fnzp1AHj5cRkDgIhwc2qBSWWXbR1pyBjsXXyHsXjwqUyN6jK1L+Wo591BnDVVpNKkoFCbUrbMMe/uSeXUVaL/ozp8/H1NTU+bNm8fmjRupWLEiixYtQnPtGgs3bSI+Pp4pU6boXYVb2smlHIqGQpSlCQiekJCQgK2tLfHx8XKl1yIQHx+Pg4MDGo2G4OBgypcvb5hA4uIgawgzKgocHfO9i8zISO507oJITaX8sqVYF9GYecqNaOL+uos6Tjs8ZF7HCbtelTCyyaGWbJaLdrhq8jWw8yQ1NTXHoabHJ9l8nKmpaY5DTebm5jm2Lys23d7EzFMzMVYak6HJwNvWm1VdV+Fo7qhdYHL0aGjXTpvoPEXglSh2LbuKRiOo3sKNl4bW0NVcnT7TnUePblOzxne4u7+qt11KYjp/LfIlKjgJUwsVPcfXw61SzgXzyckBnDrdCVDgYN+K8p5v4uzUsTCehmIRERGhu5L25Zdf5v79+/Ts2ZPRo0dTqVIlA0dXvKpVq8bt27f566+/6NWrl6HDKfHy+vld6D05kpQla70qHx8fwyU4AHZ2UKUK+Ptre3MK0P2tcnbG4Y0hRK/8mciFi7Bq2xaFsvBXRTGv6YhpZTsS9t8n6cRDUq5GkXo7FttuFbFs5o5CqUCtVhMdHY2D0gSVOo2d2zbhH6sgPj4+x30qlUocHR0xNTVl9+7dREdHY25uzsCBAxk4cGCZKerMq3rO9QDI0GTgbunOyi4rtQkO/Dcp4KlTkJICT0kIK9Z1osuIWuxZeZ1bp8JQGRvRdnBVUlICefToNgqFCicn/Z6KR3FpbF9widiwZMytjek9qT5O5a1z3L8QgocPswqO21Gv7soS3UuWk8enCvnnn38MGIlhhYSEcPv2bRQKBW3KSA1ScZFJjlRkStSVAo0bP1eSA+AwfDixG34n7eZNEvfuw6Zb0dQKKE2NsOtRCfP6zjzYco2IsHBid94j7nAqcVZpRMfFoFareQ8NNsDDQH/i0RajWltb6w01ZSU2Y8eORaPRcPv2bSpWrMiVK1cYNmwYn376Kbdu3cLKKvuQSVkUmxrLtKPTdLf7+vTFxeKxObt8fMDDA0JCtHU5zxiGrdzQhY5vadi/+gbXjj7EyERJucb7ALC3b4Gx8X89NAlRKWxfcImEqFSs7LVLR9jnUoQuhMDf/0sehvwOaGc4ftESHOk/sh6n6MgkRyoyJS7J2bChwHU5ACp7exyGDSNqyRIif/gB686dUBgVzlVNaWlpOQ41paSkQNak3mn//gAmJiYIjTlkPqJ18yZYVn8JFxcXLCwsdPtMSEigbdu2hISEMGDAADw8PPQWsfX39+f+/fsywflXfFo8o/eN5k7cHayMrUjKSOJc2Dn9RgqFthZn/XrtcFUeas2qNXNDnanh0NpbXN4fTIbtX2AELs7ddG1iwx6xfYEvj+LSsHEyo8/kBtg45d5LdO/ePIIfrAZApbLD0dGANW/ScytR75WljExypCIRHx/PxYsXgRJSSPecxcdZHIa9Rcxvv5F+9y4JO3di26dPvrZXq9XExMRkKwSOi4vLsb1CocDR0REXB2dsoo2wDlXiIKywNbXF2nI7xEdRq0pF7VxAT/jyyy+5e/cup06dwsPDg4CoR2w8H8yD2BTK25szoLEnnapUIS4ujt9++4133333uYqLX2RJ6UmM3T+WmzE3cTBzYHab2YzaN4qLEReJSY3BweyxAvAOHbRJzqFD8MUXedp/zVYeZKZrOL3jJBojfxBKnJ07AxAZnMiORb6kJGZg725Jn0n1sbTLfT6vgMAlBN7/UXe7XLlBJW4uHCl/5HpVRadsvqNJRa7E1ONkadgQoVCgePCA8ioVCnd3Xn/99XwXOBpZW+M4YjiR388jcvESbF5+GYVx9g8YIQRJSUnZkpnIyEjUanWO+7ayssp2VZOTk5NuHiiAlFsxxG27gzoujYwUgakS1PGJPNmflJKSws8//8zo0aOpXbs2r42awv5bkTi0fh0hBAqFgtlff0mn6s58OvYtJkyYQLly5ejXr4hXhi+BkjOSGXdgHFeirmBrasuKLiuoal+VGg41uBlzk8PBh3mlyiv/bZD1QXTmDCQnw2O9Z09Tt0N5kjKDSAEeRVbhxtFHuFVSsXPxZdKSM7Xz7Eysh7mVSa77uB+0knv39Bch9nAfkL8TlkqU0NBQ/Pz8ZD1OEZFJjlQkSkr3a1hYGLNmzWLevHmY1qgBN26wbMQI9pqYsHz5cn744Qfu3r2rN/v2szgMGULMml/JCA4m7s+tWPbrS0REhF4yExERQXJyco7bGxsbZ7uqydXVVW+oKTfm1R0wfa8RCQeCEKe03/bjt1/HJKUxli08dFfv7N27l5iYGEa9+SYBt+6z/1YkccfWIQTYtRpM3PH1xB9fx36GMKd8FZo2bcq6devKXJKTmpnKxEMTuRhxEWtja37q/BNV7asC0MmrEzdjbrL//n79JKdyZShXDh4+1Nbl5GOCSRP706QkQOKDhpw4fAelSoEmU+Be2ZYe4+thap77W3Lwg7XcufMNAHZ2zYiLO4O9fQssLLwKdvJSiZDVi1O/fn1Zj1MEZJIjFYmsP1xDDlXFx8fTqVMnYmNjmTJlCj6NG8ONG/R0c6PnjBnMnj0bPz+/PCc4Go1GN9R0v39/Hl69SvzFCyTdzHnxToVCgYODQ7Zkxs7ODmVerszSaCAhQbvmVlyc7l9lfDx2cXForkZDeCoWKZvQ/LGPdEUqxqYZKFMS6R0Xh8bUFEW9enzb9i0cmg9ACIg/vo74U3+AOhPb1kNwaP06f5wPplq1agQEBOTj2X3xZagzeO/we5wJPYO5ypwfO/1ILcdausc7VujID5d+4HToaZLSk7Ay+bd2SaHQDln99pt2yCqPSU5qWhjxCZcAsLfpThxpaDIF9u6Wz1zrKjk5gNu3ZwLgVWE0of/OcOzhMbAAZy6VJCXlC2FpJZMcqdAlJCRw4cIFwLBJzvz58wkMDOTcuXP4+PgQ3aABlx4+JC46Grv9+2nQoAENGjQgKiqKuXPnMnXqVJydnQFyHWrKzHxshWnP/4bhLC0tsw01OVtbY5yc/F+CEhwM167pJSx6/3/y38REeMo0Vllpkhm+2R57/DqbYDsXBNoenKwEByMVdq0GI4TgQWwKjx49KlOXkmdoMvjg6Acce3gMMyMzlnRcQn2X+nptKtlWoqJNRQITAjn28Bjdvbv/92D79tok5xlz5TwuMnIvAJmRr3HfN113f2zoIwKvRFGliWtum2Jh4U3NGrNJSvLD1rYx94N+QqWyw8W5S56PL5VMMskpWjLJkQpdVj1O5cqVDbbKe0ZGBsuXL+fNN9+kRo0ajB49Gv/bt2mXNeZ94gRff/01Pj4+TJo0iQMHDmBlZYWnp6d2qCkpCdO0NExTUzFLTcUsLY3KqalYZGTgpFLhYGSEZXg4quvXschUY1u3DorERP1EJZf1nvLNzEy7erqdnf6/cVch6R7U7oSmamceBaSTFq5BY2pFmo0NC9MfsdvGiSQTc+0q2ic26BIc1JnEndiAY5vXKW9vToXmzfVqf0oztUbNp8c+5UDQAYyVxizssJAmbk2ytVMoFHTy6sTKqyvZf39/9iQH8lWXExGxm7h7rQk73xkQVGnqispYyc0ToexbdQMjYyWV6jvrbSOEGoVC28OTNWng5Suj/73dD6VSLjj8IgsLC5P1OEVMJjlSoSsJ30zOnz9PREQE77zzDtHR0fj7+3Po8GEE2t6lI4cPc/jwYYQQpLz5JpujojBdvFib0KSmYpqWptcb8kwHD+Z8v0IBNjb6CcqTycqz/jXN5YNsx2S4sArat0XZfjLKtExO/O1P+fORuGoUTAYaijSu1bJn6cr5xB9fh23rIdqanBMbiD++DoUCBr73ExW7fZCfs31haYSG6SensytwFyqFinnt59GyXMtc23es0JGVV1dy7OExUjNTMVP929tVqRJ4emp7506ehGcsP5CeHs29s9ZE+GqHl2q18aDd4GramDIFfmfC2LPiGi+PqYtXbe3Eg5FRBwi4t5B69X/B1ES7ZlVaWgTR0YcAOVRVGjxejyMXli4aMsmRCl1JSHJatGhBRkYGAAcOHKBdu3YIITh8+DDHjh1DrVbTvn172rdpQ9zJkzT+93L3bHLrRfn339TQUOL27UdYWeHy9VcYeXjot7O2hiKYGRkAY23vQfKjRH7c48fa0/eJT8nAFHjX2IJXMoxoqzCl2bV4bjpbcbjNEN3VVY4tBqAQggamj/jq48ksWbIEE5Pcr+opDYQQfH3ma7bf3Y5SoeTbtt/S3rP9U7ep5VgLVwtXwpPDOR16+r/2WfPlrF2rHbJ6SpIjhOD4nyd0CU79Tp60fNVHN3nfS29WJzNDw92LEez66So9x9XF3Pk6V6+OR4h0goN+xsdHO0FhaOhmhFBja9sQK8sqz/mMSIYm16sqejLJkQpVSanHAe1wQ2Zmpm4Omnbt2ukSHCMjI118cZ07s1QIfAMC+OmPP/LWi/IvU7WaR336kH7nLqrwCJwHFt+369gMJfbA5jP+LE6/A4C3kyUj2njzasPyGEWn4vfTSexSzPihyhDCWpmyp5wpgY8e4XHgb96+fohjcaFs7t272GI2FCEEc87P4Q+/P1Cg4KvWX9Gl4rPrWbKGrNbdXMf++/v1k6LHk5ynHPfU1rvcPKwtWq7aOoqWr3bQm51YaaSk8/CaqDM1BF6J4sAfm/BsuxAh0nF27kKlSu/9uy8NISGbANmLU1qUhC+EpV0RfcWUyqqSUI8D2g+Xl156iS+//FJ3WeaRI0d0CY5ardZ2FSsU2DVqRPnJk2k4bRo0aQJVq4KLyzMTHACFkRHOEyYCELN6NZmxsUV5WgBcuB/L6LXn+flMOADGmjTqe9qx7I2G7H+vHUOaeWFmbISxmyW1PutEdD0FGUo1bhFpvOmbQPn1f3Bo4/dUjAtliFLJn3PnlvpenB8u/cDaG2sBmNFyBj0r9czzth0raBe8PPzgMJmaxwrPs2Y7PnsWHj3Ktp3QCI5uuM2lvUEAuNT7g1avNMlx+QUjIyVdR9bCq1EkHs0XIkQaVuatqV1roW6iv9jYU6SkBmFkZIWry8t5jl8qmcLCwrh165asxyliMsmRClVJ+WaiUCioXr06P/30E5UqVeLIkSMcPnyY9u3b87///Y/27dtz+PBhjhw5QoMGDejVqxejR48u0LGsu3TGtGYNNMnJRK9YWchnoqXRCPbdCOe1ZSd5delJ9lwPJ0VoE5POVWzYOrYl3Wq7Y6TU/wBVKBXUG9yaCh+3xKK+MwoBwxv3Z+2n+1G3bI9So8Ho+++LJOaS4qfLP7Hi6goAPmn2if6cN3nQ0KUh9qb2xKfFcyH8wn8PVKwIFSpARoa2LucxGrWGA2tucu3oQ0Dg1uhXPBsGYWHhnetxklNuYFX1a5TGaTwKr8G1LW8SE/Jf8frDEO1inG5uvTEyytsEhFLJlVWPU69ePRwcHJ7RWioomeRIhaqkJDkAH3zwARkZGQwZMgQvLy86dOhA+/btUSgUtG/fng4dOmBpaUnv3r2Jjo4u8HEUCgUukyYBELtuHRkREYV1CqRlqvnjXBCd5x9h5K/nORcYi7GRggGNyzO6o3ZOFydT9TMXZzSyNsFhUHWchtfGyNEMo1RBdEXth71YtUo7sV0ptOb6Ghb7LgZgaqOpDK4+ON/7MFIa0aGCttdm//39/z2QVZcDekNW6gwNe1Zex+9MGAqlgmqdT2FX+RguLo9dnfUEIQS3/P6HWp2EjU1jMh5+RGqSgr8W+hIT8oj09BgiI7ULe8qhqtJBLuVQPGSSIxWaklSPA+Dt7c2uXbu4c+cO+/bt4/fff6dly5a4urpia2uLkZERO3fupEKFCtjY2DzXsSzbtsW8QQNEWhrRy3567tjjUzL48fAdWn97iGlbrnI38hHWZirebVeZ49Ne4rv+9XBx+PdqjIyUPO/XrIo9bpMbYv2SJ+kVG5BWvi6K9HTSp8xAqHOfk+dFtOHWBuaenwvAuPrjGFZ7WIH3lTVkdTDoIBqh+e+BrCGrQ9ornjLS1fyz9Ar3LkWiVCnoMsIHI8d1ALg4575qvUKhoG6dpbi69qJB/ZX0HNsM5wrWpCRmsH3hJe7e2IEQ6Vj/n73zDm+q7uL452Z2700He+9VlmzZKooDFRQFkb1EBV/3AlGQDYIKiOKWoQjI3nvvDS1075153z9uUwoUaGnaNO39PE8f0uSOc0OTfHPO93eOaz3cXOs/9HXIlB3K0hfC8oxsPJaxGmXFj5OfFi1acOzYMQ4fPoyfnx/h4eF06yYZTjt16sRvv/1Gv379CteB+D4IgoDv2LFEDBpE8u+/4z34VdSVKhX5OFEp2Xy/6yo/H4ggUy/NuAp0d+DVtlXo3zIEV4d8vWzUucuZiyByAAS1EvdulXFq7Edm2uto545EtepH4qf2x+OllmhCXIscd1njr4t/8fn+zwEY0mAIrzd8uFKkhVaBrXBWOxOXHcfJhJM08m0kPWD5gDp4EH18Cv8su0z0pVRUGgW9hjdE7bUbc4oeJ6cqODvXvOu4ZrMehUIqOzo4BFG/3kwAVCp4fExjVs44QlJUJruWuxHS0YugWv2LdR0yZYPY2FjOnj0r+3FKATmTI2M1yuo3k0qVKvF47goiR0dHTp06RVRUFFu2bOGZZ54ptsCx4NwqHKfWrcBgIH7+/AfvkI+z0WmM//UY7adt5dtdV8nUm6jl78r0Zxqx/c1OvNa+6u0CB/KWkGMsmsjJ293PCfeZwzDVbojCkIPD2mXEzT9G8upLmHOMDz5AGeWfK//w4Z4PARhQZwBjmox5YDnvQWiUGtpXag/A5ojNtx6oXBnCwsBoZN/by4m+lIrGUcXjY5sQUseLuLj1APj69rgrhuzsm+zb34PYuHUFntPBRc0T45rg5qtAn+lOxLY3cdXeOxskYz9YSlUNGzaU/TgljCxyZKxGWRU5+VGr1dSrV69IAzmLgsWbk7pqNboHzIISRZE9lxJ46fsD9Jy1k5VHb2I0i7Su6s2SV1qwftwj9GsWjEZ1j5ep2lH6t4iZnPwISgXKzz4AwOX4KoScDDL3RhMz/TBZJ+IR7zNWoiyy8fpG3t31LiIiz9Z8lrdavFVsgWOhS5hUstp8ffNtz4uhrSR+nI/uxcFFTd/xTQis5o7JlE1iovRhdmepKkcXw9FjA8jOvs7Vq7Mwmw0FntPJTUP9xzahdo7DkOnD2rkXyUrTF7itjP1gD++V5QVZ5MhYhbS0NI7kNtQrC34cW+HYuDEuHTuCyUTC3HkFbmM0mfn7eBSPzd3FC9/uZ8eFeBQC9G4YyJpRbfl5aCs61fJ78IezqvgiB4C+faFuXRRZ6fgp9qDyccScridpxTkSl57GmJRTvOOXEtsjt/PW9rcwiSaeqPYE/2v1P6sJHIBHKj2CRqEhIj2CiykXAUhLzOZgujQFPCTuBE9OaIpvqFTuS0zcgdmcjYNDMK75fDR6fQJHj75EdnYEDg4hNG60JG+Z+J0YDGmkZK0kpOMMnNwFkmOyWDPrKDkZBYsiGftAFjmlhyxyZKzC7t27MZlMVK1atcz4cWyF71ipb07av/+Sc/5C3v1ZeiNLd1+l41fbGP3zUU7dTMNBreCl1mFsm9iJeS80pWGwR+FPZIVMDiB1ZJ48WTrkDwvxH1IL1y6hoBTIOZ9M7NeHSd8eiWgyP+BAtmNP1B7GbxuPUTTSs3JPPmrzEQrBum9vTmon2gRJIyA2R2wmJTaLlV8d4ZJrXQB8Y8/h5XYrwxMXL5Wq/Hy754ktgyGZo0dfIivrMlptIE2b/IiDw72zirGxazCbc/D086LvhJY4uWtIvJnJmtnH0GXbb0mxIhMXF5fnx2nfvr2twyn3yCJHxirI30xu4VCnDq49eoAoEj9nNgkZOmb8d542U7fw4d9nuJGcjZezhnFda7BnUhc+fqI+od4P0ffEWiIHoH9/aR5TQgLC0u9wfzQM/7FN0VRxRzSYSV13jbg5R9FdTyv+uazMwZiDjN0yFoPZQJfQLnz2yGcoFcoSOZelZLXv5DH+mn6EjGQdqhpVMIdVRjCZYNcuAMxmHQkJ0jwzP78egJSVOXpsEBmZ59Fo/GjaZDmOjsEFnyiXqKjfAGnZuKe/M0+MbYKDi5r4iHT+mXMcvR17pyoqFj9OgwYNZD9OKSCLHBmrIIuc2/EdPYooV1+mxLvTdspmZm+5REqWgVAvJz55oh673+7MuK418XIuRqdhi8h5SOPxbahU8LY0H4kvvwSdDrWfE75DG+D5TE0UTioMMVnELzxO8sqLmMtIFuFY3DFGbR5FjimHdpXaMa39NNT3KP1Yg47BHQnIqELDvX3ITtPjE+JC3wlNUXTOXUqe+zpIStqDyZSBVuOPm1tjAKKifiE9/RRqtRdNmvxw38aAAGlpJ0nPOI0gaAgM6AuAV5Azj49tjNZJRcyVVP6dfwJD7io8GftAfq8sXeQl5DLFpqz1x7E1RyOSWbQ3hfWd30IUBDCJNAp2Z2j7avSoH3BXV+KHxiJyzEYwGUBZzA/3l1+Gjz+WGgMuWwZDhyIIAs7N/HGo7UXqv1fJOhxL5v4Ysk8n4vFYNRwb+ljV91IUziSeYcSmEWQZswgPDOfrjl+jUZbseIrMCJHHzo5EaVKjCNDRd/wjaJ3U0lLyJUuI/PFHZhmNNG9xGl9f8PXrhpBbNgsNHYLBmIq/X59CDdeMyu1w7OfXHbX61oRq3xBXHhvTmNUzj3LzQgrrF56k1/CGKNXyd1Z7QBY5pYv8qpApNvn9OKGhobYOxyaYzSKbz8by7Dd7eXL+HtadikEUBFrEnuOLXQtYEa6ld8O7xy4UC4vxGKxTstJqYeJE6fbUqWC8la1ROqvxeqYmPq81QOXriDnDQNLP50hYchpjohXOXUQuJF9g6MahpBvSaerXlNmdZuOgcijRc14/lcjfc46jNKq54XaBfU1/Q+uk5syZM3n9cgJv3mTrmlU4OJwDYPpXm7h69TIAgqCgerU3cXWt88BzGY2ZxMT+DUBQ4LN3Pe5f2Y0+oxqh0iiIOJPEhm9PYSrDnikZibi4OOnvBWQ/TikhixyZYlORv5nojCZ+OxRJ95k7GLzsEAeuJqFWCvRrGsyGce2ZHZpOw4TLJMyabf3l2CotkCuarCFyAF57DXx84OpV+Pnnux52qOaB/9imuHUNBZWA7kIyMV8fIW1b6RmTr6Re4bX/XiNVl0pDn4bM6zIPJ3XJznK6dDiOfxecwGQwE1jXlXV1vuFI8iG+XPAl9evXZ1dEBFStigrY+ukwXF0VmEyOtG2XQ2rql5jNRVv2HRf3LyZTBo6OoXh6tipwm6DqHvQa0RClSsHV4wls+v4MZrN9LfmvaOTvj+Pt7W3jaCoGssiRKTYVUeSk5RhYuP0y7adt5a0/TnAxLgMXrYqh7auy461OTH+2EbUCXPEZPgxBoyHr0CEy7xjiWGwEIZ/5OMs6x3R2hvHjpdtTpoD5buEiqBS4dZWMydpq7mA0k7b+GrGzj6K7lmqdOO5BZFokr214jaScJGp71WZ+1/m4aFxK9Jzn9kbz37enMJtEqjf344mRzajnL62omvrHVMaOHUvbtm3JeqwllwZ7cjHjewAcHd0IDk4mOWUHERH7yMkp/FJ8S6kqKPC5vHJXQYTU9qLnsAYolAKXDsex5YeziLLQKbPI86pKH1nkyBSLiubHiU7N5vN/z9JmyhamrjtHbJoOfzctk3rWZs/kzrzTqw6B7rfKSOqAADyfl1rxx8+cZf1sTp752Iq9bEaOBHd3OHsWVq6896l9nfAZ0gDPZ2uicFZhjM0ifuEJkv+6iDnL+n1cojOiGfzfYOKy46juUZ1Fjy7CXetu9fPk5+S2G2xedhZRhDptA3n01XoolYq8WVYBjwQwffp0Jk58jpGpG4h4zoOUUOn/4vvvzrFsWQqhIVOpVetRfv/990KdMyPjAqlpRxEEFYGB/R64fVh9b7oPqY+gEDi/L4btP5+3uyaOFQXLF8KK8F5ZVpBFjkyxqCh+nPMx6bzx23HaT9vKoh1XyNAZqeHnwrSnG7LjrU4M61ANtzvHLuTiPXQogqMjOSdPkrFli3UDs5RprJXJAUngjBol3f7sM7jPB6YgCDg39cd/QnOcmvsDkHkghpgZh8k6Fme1D9u4rDgG/zeY6MxoKrtVZnG3xXg6eD54x2JweP01dvwi9Tlq1DmETgNqo8j1VDV1bQqAsrKS+LTTJCVtZunSZJavSAGFwI/Lk1m6NBmlQiQwsCEdOnTgm28KN7jVksXx8emMVutbqH2qNvGl6yt1QIDTO6PY9ftFWeiUMeLi4jh9+jQg+3FKE3l1lUyxKM+lKlEU2XcliUU7LrP1fHze/S2reDGsQ1U61vTL+9C7Hypvb7wGDiRx0SLiZ83GpVMnBCvNy8JitjVYuSvxuHHw9ddw9CisXw89e953c6WzGq+na+LczJ/klRcxxmWT9Mt5tIdi8exbHZWP4333vx+J2YkM+W8IkemRVHKpxOJui/Fx9Hno4z0IURTZt/oKR9ZfB6B5r8q0fKzKbavIQl1D8TJ7kaRI4silOQwc6A2ILF2azE8/JWMwwKBBngwY6ENU9O907NiRr7/++oHnNpl0RMesAgo2HN+Pmi0CMBnMbPnhHCe23EClUdLqiao2W/0mczs7duwApP44Pj4l9/crcztyJkemWJRHkWMyi6w9EU3febt5fvE+tp6PRxCgZ/0AVo5ow2+vt6Zzbf9CCRwL3oNfReHqiu7CBdLWFTyQ8aGwZkPA/Pj4wOu5k7sfkM3Jj7aKO/5jmuLWLUwyJl9KIWbmYdK2RCAai25MTtWlMnTjUK6mXsXfyZ/vun9HgHNAkY9TWESzyM7fLuYJnNZPVSP88buFgpeXF882kURIXNpZREQGDPRErQaDAdRqGDDQExDJyb6BIAiYC/A33Ul8/AaMxhS02kC8vYv+bb9OmyDa95emnR9Zf53D664V+RgyJUN5fK+0B2SRI/PQpKenlys/TrbexPK91+g8fRsjVxzh+I1UtCoFL4aHsuWNjiwY0IwmoQ9XIlG6u+P1yiAAEubMRTRaqZmetY3H+Zk4ETQa2L0bcr+FFgZBpcCtcygB45qhreEBRpG0/64TO/sIuquFNyan69MZunEoF5Iv4OPow3fdv6OSS6WHuJDCYTaLbFl+lpNbb4AAHV6oRdNuYffcXnFJevu8mJ4ESCUqi8AxGODH5cmAgINjMNnZ2VSvXv2BMdyM+gWAoMBnEISH69rcoGMwbZ+WzrV/zVWObox4qOPIWBdZ5NgGWeTIPDTlxY+TlKln5qYLtP1iC++tPs31xCw8nNSM6Vyd3ZM689mTDaji41zs83i99DJKDw/0166RunqNFSKnZIzHFoKC4NVXpduffVbk3VU+jvi8Wh+v/rVQuKgxxmUT/80Jkv64gCnz/sbkTEMmwzcN50ziGTy1nnzb7VvC3O4tOIqLyWjmv29Pc25vDIJCoOugutRvf39Btf7H9ZACuzNg+fIEli5NZtAgT9atr8qgQZ4sXZrMj8sTCQp8ho8//pitW7fe93hZWVdJSdkPCAQFPVOs62ncNZTwx6sCsOfPS5zcdqNYx5MpHvHx8bIfx0bIIkfmobH3lQIRiVm8v/oUbaZuZuamiyRl6gn2dOTDx+qyZ1JnJnSrhY+L1mrnU7o44/3aawAkzJuHqC9a75QCKQnjcX7eeguUSti4EQ4eLPLugiDg1NiPgAnNcG4plZmyDsUSO+MQmUdiCzTHZhuzGbV5FMfjj+OqcWVRt0VU86hW7Eu5F0a9iXULT3L5SBwKpUCP1+pTK/zBJbGxY8YSvzeeBKOCGDGQQYO8GPiCB5hEBgz0ZtAgL9zdO/LnnzsRRREnp/v38omKklZfeXu3x8EhqNjX1bxXZZr1kIThjl8ucGZ3VLGPKfNwWPw49evXl/04pYwscmQeGntNv564kcLIFUfo+NVWfth7nRyDmfqV3JjzfBO2TezIoLZVcNKUjCff84XnUfn6YoiKIvmPP4p/wJIyHluoUgVefFG6/RDZHAsKJzWeT9XAd1hDVP5OmDONJP92gYRvT2KIvyXQdCYd47aO41DsIZzVzix6dBG1vWoX9yruiT7HyD9zj3P9VCIqtYLeIxpStUnhVjR17tyZ55s9D0D0IyqmTNlE6K8p+G/PJNT7BZ5++it27brOsGHDuHTp0n2PZTYbiI75E5CGcVqL8Ceq0qhLCABbfzzHhQMxVju2TOGx1/fK8oAscmQeivT0dA4dOgTYRyZHFEW2no/j+UX7eHzubtaeiMYsQvuavqwYEs7fo9rxWKMgVMqSfUkoHB3xHiYZehMXLMRchAZxBVLSmRyAyZOlxoOrV8PJk8U6lLayO/6jm+DWozKCWoHuciqxM4+Qtuk6ep2OidsmsidqD44qR+Z3mU99n/pWuoi7yck0sHrmMW5eSEHtoOSxMY0JrVe0LrTTJ07HSXTCrDJzNe4G1b9Lpv5ncXTpuZg+fV5FEAS2b99OjRr3n1WVkLAFvT4BjcYHH+/Oxbms2xAEgbZPV6de+0ogwqalZ7l8JM5qx5cpHLLIsR2yyJF5KCx+nCpVqhAWVnJeieKiN5r58/ANes7ayStLDrL3SiIqhcCTTSrx75hH+OHVlrSpXrpDJj2eeQZ1UBDG+HiSV9w9OqFIqC2ZnBKcH1W7NvTLbUo3ZUqxDyeoFLh1DMF/XFO0NT3BJJK2KYJz0zaTeP4mWqWWOZ3n0NS/abHPdS+y0vSsmnGUuGtpaJ1V9B3fhKAaHkU+jkJQ8FjtxwA4dOY/ALI1Gp578UUOHDjAwYMHad68+QOPE5VrOA4M6IfCylPUBUGgQ/+a1G4dgGgW+e+701w7mWDVc8jcm/j4eE6dOgXIfhxbIIscmYeirH8zSc8xsHjHFTp8uZU3fj/OuZh0nDVKBrerwva3OvH1c42pG+Rmk9gUGg0+I0cAkLh4MaaMzIc/WJ7xuISHZL7zjvTvr7/CA0ovhUXl7YjPK/Xw6F+TTG0OXpmuTIsYz3LT1zR3KzmBk56Uw8rpR0i8mYGTm4YnJzTFL+zh/xY6h0qZl7MXdwHgWKkSX375JS1atCjU/jk5USQm7QQgKKhovXEKi6AQ6DSwDtWb+2E2iaz/5hSRZ5NK5Fwyt5Pfj+PrW7hSqIz1kEWOzENRVkVObFoOU9edo83ULXz271miU3PwddXyVo9a7JnUhff61KWSx8M3prMW7k88gSYsDFNyMsnLf3j4A+WVq0pY5DRpAr16SbOspk612mFFRL7KWsDLYf9jredORERcz0Ls9ENkHirYmFwcUuKyWPnVEVJis3Dx0vLkxKZ4Vyre7KsWAS1w1bhCUrJ0h5dXkfaXDMcinh6tcHKqXKxY7odCIdD1lbpUaeSDyWjm3wUniLqYUmLnk5GQ51XZFlnkyBSZsujHuRSXzlt/HKfdF1tYuP0y6TlGqvo680W/Bux6uxMjOlbH3cm6ZYDiIKhU+IweDUDi90swpT7kYMuSNh7n53//k/794QeIjCz24URRZOqBqfx58U+yVTrCnm2K34jGqAOcMWcZSf7jAvGLTmKIs47fKPFmBiu/OkJ6Ug4e/k48NbEZHn7Fn16uVqjpFNIJ98zc3kdFEDmiaCIqWlpVZU3D8b1QKhV0H1Kf0HpeGPVm/pl3nNiraSV+3oqMva9CtXdkkSNTZMqKH0cURQ5cTWLIsoN0nbGD3w7dwGASaR7myeKXmrNpfAeeaxGKVvVwTdVKGrdePdHWrIk5PZ3E75c83EFKw3hsoU0b6NhR6nT35ZfFOpQoinx9+Gt+Pid5kj5u8zE9qvRAG+qG3+jGuPesgqBWoL+aSuysI6RuvI5oKHrHZAtx19NYOeMIWWl6vCs58+QbTXH1cijWNeSnS2gX3DNNAIhFEDmJiTvQ6aJRqTzw9e1utXjuh1KtoOfrDahUywNDjom/5xwjPiK9VM5d0UhISOBkrllf9uPYBlnkyBQZW5eqTGaR9aeieWrBHp79Zi+bzsYhCNCtrj9/Dm/NH8Pb8Gjdoo1dsAWCQoHv2DEAJC1fjjExsegHKQ3jcX4s2ZzFiyE29qEPM//4fJacloTde63e44nqT+Q9JigVuHYIxn98MxxqScbk9M0RxM46Qs6llCKfK+piCqu+Poou04hfZTf6TmiKk5vmoWMviDZBbfDOlt5Ok4uQHLIM4wwM6ItSab2eTA9CpVHSa3hDAqu5o8sysmb2MRKjMkrt/BUFix+nXr16+Pn52TiaiokscmSKjK1ETo7BxE/7r9N1xnaG/XiEoxEpaFQKnm8ZyqYJHVj0UnOahRXND2FrXDp3xqFBA8SsLBIXLS76ASyZnJI2Hlvo0gVatoScHGmA50Pw7clvWXh8IQBvt3ibZ2sVbLZVeTngPageXi/WRuGqwZiQTcK3J0n69TymjMI1Uow4k8jfs49hyDFRqaYHT4xrjIOz9cuWDioH6oiSqfSSIrlQ++h08SQkSlPpS6NUdScaBxW9RzXCL8yVnAwDa2YeIyW2FDKCFQhbfyGUkUWOTBGxhR8nJUvPnM0XaTt1C/9beYqrCZm4OagY1ak6u9/uzJSnGlDNt3jmUVshCAK+Y8cCkPzzzxhiitisraQGdN4LQbiVzZk/H5IL94FuYfmZ5cw6MguAsU3HMqDugAecTsCpgS8BbzTDuXUgCJB1NI7YGYfJPBiDaL63MfnK0XjWzj+B0WAmtJ43fUY1QuNQMk0eAaqYPAA4ab5ZqO2jo/9EFE24uzXBxaVmicV1P7SOKh4b0xjvSi5kpelZPfMoaQml9LdUAZBNx7ZHFjkyRaI0/TiRSVl8uOY0radsYfrGCyRm6qnk4cj7feqyd3IXJnavha9r6aX4Swrntm1wbN4MUa8nYeHCou2sKmWRA9CnDzRoAOnpMGdOoXf77fxvTDs4DYBhjYYxpMGQQu+rcFDh+UR1yZgcmGtM/vMi8YtOYIi9ewn++f0xrF98CrNRpFpTX3oNb4BKU7LeLP8cSUBdUaZwJfXKfbcVRTNR0VKpKiiof4nG9SAcnNU8PrYxngFOZCTrWD3zKBnJpWBkL+ckJiZy4sQJQPbj2BJZ5MgUidJIv566mcqYn4/S8attLN1zjWyDiTqBbszq35htb3bk1XZVcNaW3Dfy0kYQBPxyszkpf/yJvigrl0o7kwOgUNzqmzNrFmQ82Mux+tJqPtn3CQCv1HuFEY1GPNSpNSGu+I1qgnvvXGPytTRiZx8ldcM1RINk/D214yablp5BNIvUbh1At8H1UKpK/q1OlSKtUkp1VrIlYst9t01O3kd2dgRKpQv+/r1KPLYH4eSm4YlxTXDzdSQtIYfVM4+RmaqzdVh2jcWPU7duXdmPY0NkkSNTJEoq/SqKIjsuxDPg2/30mbOLNcejMJlF2lX3Yfnglvw7ph1PNK6EuoTHLtgKpxYtcG7bFoxGEubNL/yOpW08tvDMM1CjBiQlwQOyT+uvruf9Pe8D8ELtFxjfbHyxOkwLSgHXR4Lxn9AMhzpekjF5ayQxM49wYMU5tq84DyI06BhM54F1UJTW30yS1Fwv1UXJpuub7rupxXAc4P8YSmXxl7FbA2cPLU+Ma4yLl5aU2CzWzDpGdiG9TzJ3I/txygbl8xNDpkTIyMjgYO4kamv5cQwmM6uO3qTX7F289P0Bdl1KQKkQeKJxEP+MbsePQ8J5pIZvqY5dsBW+46RsTuqaNeguXy7cTqVtPLagVMKkSdLt6dMlI3IBbI7YzKSdkzCLZvrV6MfbLd+22v+lytMB75fq4j2gDgpXNaduZHJwhzRpu0nnYB55rgZCaa6ws4gcZxWnE08TnRFd4GYGQzJx8dIICFsYju+Hm7cjfcc3wcldQ1JUJmtmHUOXZbB1WHaJLHLKBrLIkSk0Fj9O5cqVi+3HydQZ+W7XVTp+uY1xvx7jbHQajmolr7StzLaJHZnVvwn1K7lbKXL7wLFBA1y6dAGzmfi5cwu3ky3KVRYGDICQEIiJge+/v+vhnTd2MnH7REyiiT5V+/Beq/dQCNZ9yxEEAYd63lyu6skFndRHp46DgrAziWQeuL8x2aqYTJCSAkBo5cYAbIksuGQVHbMKUdTj6lIPN7cGpRNfEXD3deKJcU1wdFWTEJnB33OOo88x2josuyK/H0duAmhbZJEjU2is8c0kLj2HLzeco/WUzXzyzxlupmTj46JhYrea7J3cmQ8eq0eIV9lI39sC3zFjQBBIX7eenLNnH7xDfuOxlUcgPBCNBt56S7r9xRdSk8Bc9kfvZ/y28RjNRrqFdeOTtp+gVFjf+Gs2i2z78Rwntksrmtp0D6VeNXfEHCMpKy8R/80JDDHFmA1WWFJS8p7/VnV7AhRYshJFMa9UVdayOPnxCnTm8bFN0DqriL2axtp5JzDoTbYOy27YuVOaRSb7cWyPLHJkCk1xRM7l+Awm/3WCdlO3Mm/rZdJyjFTxcebzJxuw6+3OjOpcAw8n6zZos0ccatXEraf0IRk/uxArlyyZHEQw2sAoOngw+PtDRAT8+CMAR2KPMHrLaHQmHR2DOzK1/VRUCusbxU0mM5u+P82Z3dEIAnR+qQ5NnpRWYLn3qYqgUaK/nmtMXn8Vc0l+SOeWqnB1pXM1qXPxkbgjJGbf3uAxNe0ImZkXUSgcCAh4vOTisQI+wS48PqYxGgclURdTWLfgBEaDLHQKg1yqKjvIIkemUDysH+fw9SRe++EQXWds5+cDkehNZpqEerBwQDM2TejAC+GhOKjL5tgFW+EzehQoFGRs3Ur2sWP331idb9hoaYx2uBNHR5gwQbo9ZQonY44xYvMIso3ZtAlqw1cdv0KtsH7zPaPBxPpvTnHxUBwKpUC3IfWp0yYQyDUmt6uE/xvNcKjnDWaR9G03iJ15hJzzJTR52yJyvLwIcgmijlcdzKKZbZHbbtss6qaUxfH364VK5VoysVgRvzA3+oxujEqrJPJsMhsWncJkfPjxGhUFeV5V2UEWOTKFIr8fp3Llyvfd1mwW+e90DP0W7KHfgr1sPBOLKELXOv78Pqw1fw1vQ4/6ASjL+NgFW6GtUgX3vn0BiJ89+/4bK9VgyZIYbdTbZPhw8PSEixf57fNnyTRk0iKgBTM7zURbAqMK9DlG1s47wbUTCdIcpmENqN7s7pKAyl2Lz8C6eA+si9Jdiykph4Qlp0lccRZTmpVXDVlEjrc3AF3DugKS8dqC0ZhObNy/QNkuVd1JYDV3+oxoiFKt4NrJRDZ+fxqzSRY69yIpKUn245QhZJEjUygKk37NMZj45UAEXb/eztDlhzl8PRmNUsFzzUPYNKE9377cnBaVvSrESqni4jNiBKjVZO7ZS+b+A/ffOG9Ip4061bq6kjh0IAADVkXSyKchczvPxVHl+IAdi44uy8Dfs49x41wyaq2Sx0Y1onIDn/vu41jPG/8JzXBpVwkEyD6RQMyMQ2Tsi7aeMdkydyx3OGfXUEnk7IveR7peGn4ZE/s3ZnM2Tk7VcXdvZp3zlhKVannSa1gDFCqBy0fi2fzDWcylZeq2M3bs2IEoitSpUwd/f39bh1PhkUWOTKG4n8hJzTIwb+sl2n2xlUl/neRKfCauDiqGd6zGrrc78cXTDanuV/ZT82UJTXAlPJ95GoD4WbMQ72cqVtmoV04u19Ou80rNw2Q6KKgVmcMi3RM4qa1vHs9O17Pq66PEXElD66Ti8XGNqVTLs1D7KrRKPPpUxW9UE9TBLog5JlJWXSJ+4XH00VYwJucrVwFU9ahKFfcqGMwGdt6QTKhRUb8AUCnoObsU+qH1vOk+pD4KhcCF/bFs/+nc/f8uKyiyH6dsIYscmQLR6XR5b2D38uPcTMnm47/P0HrqZr7ccJ6EDB2B7g6827sOeyd34e0etfFzc7BJ/NYi//NQ2ni/PgxBqyX7yBEyc1drFEgpLSMv6Lm4kX6DwRsGc1WZyn+9qgHgNG2G1Vd6ZSTnsHL6ERIiM3B0VdN3QlMCqhS9xYCmkgt+Ixrj8Xg1BK0SfUQ6cXOOkLKu8MbkAv8m7hA5AF1CuwBSySot/RTp6acRBA0BAX2LHHdZoWpjX7q+WhdBgDO7o9n56wVZ6NyBPK+qbFHiImfq1KkIgsC4cePy7svJyWHkyJF4e3vj4uJCv379iI2NvW2/iIgIevfujZOTE35+frz55psYjbf3ati2bRtNmzZFq9VSvXp1li5dWtKXUyGIjIwkrEo1wlu1ZsOGDezates2P86ZqDTG/XKU9tO28v3uq2TpTdQOcGXGs43Y8VYnhjxSFZdyMHYhMjKS6lXCaNMqnA0bNpT6m7na3w/PF14AIH7mfbI5eSKn5IzHkZGRVK5amfDWt56LmMwYhvw3hNisWKq4V6HD9NXg4AD798OW+481KAqp8dn89dURkmOycPHU8tTEZvgEP/xAVkEh4NImiIAJzXCs7w1myNh+g9gZh8k+d39jcmRkJNUqV6Z1+B1/EwWIHEvJaufNnVy9sQIAX99H0Wi8sGdqNPenUR+pDHNy201WzNiE2Sx7dEDy4xw/fhyQ51WVFUpU5Bw8eJBvvvmGhg0b3nb/+PHj+fvvv/n999/Zvn07UVFRPPXUU3mPm0wmevfujV6vZ8+ePSxbtoylS5fy/vvv521z9epVevfuTadOnTh27Bjjxo1jyJAhbNiwoSQvqUIQHx9PbPRNjl+MoEePHrw6WBqk2PDRZxj43X56zd7JqmPS2IU21bxZ+koL1o19hKeaBpersQvx8fHciI4l/tJRevToYROx4z30NRROTuScOUP6xo0Fb2QROSVoPI6PjycmKoYT107Qo0cPWnZuyQsrX+Bmxk1CXEP4ttu3eFWuA0Nyh25+9plVzpsUlclfXx0mPTEHN19HnpzYFA9/65TClO5avAfUxfvluig9tJhSdCQuPU3iT2cxpRW8HD8+Pp6bMTFEn5Ceh9bh4UyfPp0TuSWK4zduoNdLpua63nUJcA4g25jNjmv/AFKpqjzgGKjj5x1fA5ByUcmwJ9+1yReBssbOnTsRRZHatWsTEBBg63BkKEGRk5GRwYsvvsjixYvx9LxVN09NTeW7775jxowZdO7cmWbNmrFkyRL27NnDvn37APjvv/84c+YMP/74I40bN6Znz5588sknzJs3L+8NZOHChVSpUoXp06dTp04dRo0axdNPP83XX39dUpdU4fB6/G38nvmIrLC2BLw8k+NeHdh5MQGFAH0aBvL3qHaseK0VHWv52aXHoLD82k/L+hed6OV8koNfPMGr3RqV2hu6ytMTr0EvA9JKK9FUQEklz3hc8kvIg4cHU/mtyqT1SiPeFI+QLjDQYSC+jr7SBm++CSoVbN0Ke/cW61zxEemsnHGErFQ9XkHOPDWxKW7e1jczO9bJNSa3rwQKyD6ZQMz0w2TsjbqnMXl6QCDfBgfT7+ZNtnz0EdGnTgHw9Q8/EBoayrRp0xAEIa9kdTTDgKNDKJ6era0ev63YffYfkjPiAGgU2JWv3l5C69zsb0UVO7Ifp+xRYiJn5MiR9O7dm65du952/+HDhzEYDLfdX7t2bUJDQ9mb+6a4d+9eGjRocJszvXv37qSlpXH69Om8be48dvfu3fOOURA6nY60tLTbfmTuj2PVZrg/MhBtQHVEo560w3/juWcOff2SaBBcMcYuCAJ0r67i3UfUvNteS3XzpbzMzqZN9x/EaA28Bg1C4eaG/tJl0v799+4N8ozHpbOE3KWuCxo/DWaDmcgfInmh9wuEt859LkJD4aWXpA2Lkc2JvpTCqhlHyMkw4BfmypMTmuLsbv3l6BYUGiUevSRjsibEFVFnImX1ZeLmH0MfdfeUdQFo4+xCH1c3pgQGEZIr8t1DQ2nZsiXu7tJrwyJyTuco8Qvoh2DlsRa2JiM7Je9231ZDUaX7SBmuVq1L5bVR1pBFTtmjRF5xv/zyC0eOHGHKlCl3PRYTE4NGo8HDw+O2+/39/YmJicnb5s6ld5bfH7RNWloa2dkFGzCnTJmCu7t73k9ISMhDXV9FIy9Lo1RjTInhyI4NjB0/wbZB2QDL8/BOOxXjW2nYd+AgE8ePKfHzKt3c8B48GID4OXMRDXcMTCwFT05BKNQKKo2ohHd3bw7uP8jYCdKAUSZNAoUC1q6FBzUzLIDIs0msmX0MfY6JwOruPDGuCQ4u1m8oWBCaIBd8hzfC4wnJmGy4kUHc3KOkrL2CWVewMVnj4o9/h6EkPvY+NSr3wBCTzuuvvw6Ad44eF4VIllkgWlm9VK7BlvR/ZDydGvRj/4H9TBhXsd4jkpOT8/w4cn+csoPVRU5kZCRjx47lp59+wsGhbK2smTx5MqmpqXk/kZGRtg7JLhBFkewrh4lf8Sbph1bTomU4s76eYeuwSh1LCn7sBgNf79PTqmULvvr6Ac36rITXgBdRentjiIggZdWq2x+0wZBOURRJP5nO9c+uk7ghkRbhLZg1Y5b0YI0a8Oyz0u3PPy/Sca8ci+efeccx6s2E1PXisTGN0TiWroldUAi4tA4i4I3mODb0kYzJO28SO+Mw+vMpt207X+/At07VyW7+LNm1O/FY+PPU01blnaETmTZtGvPm9qe+oySOtkcfKtXrKE1EUeRM5EG+XjOGrSf/JLxlODNmVqz3CNmPUzaxusg5fPgwcXFxNG3aFJVKhUqlYvv27cyePRuVSoW/vz96vZ6U3Im9FmJjY/P+MAICAu5abWX5/UHbuLm54ehYcN1eq9Xi5uZ224/M/cm+cpiYHyYQ9/sH1A9yZ/369ezfd3epsDwjirDhkpHY3HYq6a41WL9+PXv27S+150Hh7IzP0NcASJi/ALM+X8fePONx6Ygci7i5Pv06dbzrSH8Te+94Lt55R/r3jz/g3LlCHffCwRjWLzqF2ShStbEvvYc3RK2x3cgPpZsG7xfq4P1KPZSeWkypOoKPq/mm7yeoHT05onBBE9SU6bu+Z+ben0ChZM7eH5m+63v051J47JGutGunpKGjtCp0S8QWzGL5WoUkQp64mf/vJHxDXVm/fj17K9h7BMijHMoqVv+K1KVLF06ePHnbfa+88gq1a9fm7bffJiQkBLVazebNm+nXrx8A58+fJyIigtatJVNe69at+eyzz4iLi8ub4Lpx40bc3NyoW7du3jb/3uFP2LhxY94xZIpP0pov0CdHg6Bg6dKlvPTSS+XaYHwvnvtTx+UkIxn/8wDMfP/zXwg+pV968Ojfn8Tvl2CMjibl19/wGjhAeqAUOx7fWHADXayOFuEt+GTuJ3Tr1q3gv4kGDeDxx2HNGpg6FR7Q3uH0zptsW3EeRKgVHkDnl2qjKCMr9RxreaEd34z0dRfJ/OcQT6odMAe15abWhfb1uyMIAtN3fcecvT+gNxl4o91gxrV7GSEqETdPJWE5DjirnYnPjudkwkka+Tay9SVZjSWbPyU+9SbhLcOZv3T9vf8eKgCyH6dsYnWR4+rqSv369W+7z9nZGW9v77z7Bw8ezIQJE/Dy8sLNzY3Ro0fTunVrWrVqBUC3bt2oW7cuAwcOZNq0acTExPDuu+8ycuRItFrJfDhs2DDmzp3LW2+9xauvvsqWLVv47bffWLt2rbUvqcLh5+dHQFAwbq4uXEiOJjQkmJdfftnWYZU6fn5+hAQF4BscwryPPsJ5X38ABAfbGK4VWi0+w4cT8+GHJHzzDR79nkLh5FQqxmM/Pz8CKwUSHBzMJ8vuI27y87//SSLnxx+58tJL/HHoEEajkbCwMPr27YuzszMAxzZFsPuPSwDUa1+JDv1rIthirpnRCJGRcPUqXLsm/Zv7o7h6FffoaPL/z6see59sYFzbl/MEjkapZlzbl0GE7Ngb4Anx0VVpX6MW666uY/P1zeVC5Pj5+VEpKJjg4Eos//i7Ci1uQPLjHMv1n8mZnLKFTTq2ff311ygUCvr164dOp6N79+7Mnz8/73GlUsk///zD8OHDad26Nc7Ozrz88st8/PHHedtUqVKFtWvXMn78eGbNmkVwcDDffvst3bt3t8UllSuCg4O5duUSH374IVOnTqVTp062DskmBAcHc/HKNTQaDUJOKuzLfcDBdmVOj6eeJPHbbzHcuEHyihV4DxlSKkvIg4ODuXr5qvRcFPLDTGzRgpx27XDctQu/pUuZ9u+/CIJAYmIibm5uvPrKqzzTcQRH1kUA0OTRUFo/Va3kPizNZoiJuU283CZoIiOhoCX6+Q/h6IzOxQfcKmF2dAdBYObuZXkCR28yMHP3Msa1GUimcA6zWUSl6kiX0Lqsu7qOTRGbGN9svN0LguDgYC5fuVSkv4fyjMWPU6tWLQIDA20djkw+SkXkWNJ4FhwcHJg3bx7z5s275z5hYWF3laPupGPHjhw9etQaIcrcgVarlduTQ17mkJxU6V+VA6hKbinzgxA0GnxGjSR60mQSF3+Lx3PPoVSXzuyqvOeiEIiiyOjRo4k8cYLVgMtvv5Fw9SoEBnLt2jW+WfgNTulV8gRO+ONVaNazcvE+MEVRGpRZQCaGq1fh+nXQFdzkLw+NBipXhipV8n6Mrv5kpjqTFe+ISeUKgoBJMONU25uZ385k+q7vpBJV25eZuXsZ03d9B6KZSbu2w4fNeeS54ZiVZjQKDZHpkVxMuUhNz5oPf51lhKL8PZR35FJV2cX+e+/LlAj551XJL1xAl9tTSWt7s7r7Y4+RuGgx+itXSFr2A74tczM5pWQ8LgzffPMN8+bNY9E338CyZaScus7Zz/8hvVFrXLwc6FD9RS4fkhrJNekVRPNeVQp34PT0e2dirl6FjLt72tyGUgkhIXcJmbyfgABQKDDrTWQfjydjfzSG67nHVIPK34kVx/9m3uYf2Lh9E5rdHrwhDGZcG6mcO67ty4CI5sIOfOKu4DkwBeVvB6B9e9pUasO2yG1svr65XIgcmVvIXwjLLrLIkSmQPXv25PknKleubOtwbE9OrsixkR8nP4JSie+Y0dwcN56kJUvwavwaSrDZFPI7MZvNfPXVV/Tv35/Xhg5l5JodRNSoTk9dZTgchyjCusPLMYtmBg15kY5PN+TixYuEhYVBTs4t0VJQNibp/rOlAAgMvF245Bc0wcGgvnfPHUNsJpn7Y8g8EouYk1u6Ugo4NvDBJTwQTWU3BsSHsLDdCtq0acPChQvp83l3MvZHk3M+GWNcFuPaDkJZvQ26P99EG5sEnTvD55/T9ckubIvcxqaITQxvPLz4T7RMmSAlJSWvoiD7ccoessiRKRA5/XoHlnKVDf04+XHt1g1t7drozp0jY9c+yRBbRkTO5s2buXz5Mj/88AMpsVlExKn55/BSREFBz2YDWXd4OWsPLaV380F0urSHH0UR2rWT/DDR0Q8+gbf33eLF8hMaCvdoIXEvRKOZ7NMJZOyLRn/1Vhd0pZcDLuEBODXzR+miybvfz8+PXbt2MWTIEK5fv46qryM7zaf5ctWXpF5NYMnA8fj51yZhyC94/DcV59Nb4e236bWzJ1/1ErnABSLTIglxk5uRlgcsfpyaNWvKfpwyiCxyZApEFjl3UIbKVQCCQoHv2DHcGD6C9G27cW9FmRE5vr6+fPbZZ7Ru3Zp9q67Qs/lARBHWHlrKhiM/YTQb6N18EL2avMClnb/yrNEIN27cOoCLy93ixSJoKlcGK/W3MiblkHkgmsyDsZgzc7tIC+BQxxuXVoFoq3vcc5WXn58fa9asyWsQ6ebmRlhYGI0eb0dyky8RjrbDJ+pZknt/iD64GR6bZ6H+Zx1/HXRh1HB/NkdsZlD9QVa5DhnbIr9Xlm1kkSNzF5mZmbIf507KULnKgkvHjjg0aog55oB0RxkROY0bN6Zx48YApCdmgwg9mw3MEzgqhZqezQaCaCa9STuWpO0mztmZtxculESMt7c0MKwEEM0iOeeSyNwfTc6FZKmbHaBw0+DcIgDnlgGoijAjy2KU7tChAx06dODK1dlcvWrC3DkH1T8nyDkvkNn4cfQBtfBe8wG+sVEs/zSTH+Pnw5yXS+w6ZUoPWeSUbcpGty2ZMoXsxykAXdkqV4H0Aes3bhxmk/RBKeak2zgiCb1ez48//sjly5dx9XYEQfLgWASO0Wxg3eHloFTg2v0RFnt6crNNG2jeHHx8SuSD35SmJ21zBDFfHCTxhzPknJcEjraGB94D6hD4dkvcHw0rksC5E1E0ERX1GwCVgp7Df+IoTLH/kbX7awyBIcS+tJjUmuFojCKvzjtIzvPPPNgoLVOmSUlJkfvjlHHkTI7MXcjfTArA4skpI+UqC06tWqGp3QDYhjk1EdsNQbiF2Wxm/PjxDBgwgA8mfcbnUz7N8+Dk9+QIArzw4Tx2PLaDjBL4sBfNIrorKWTuiyb7TBKYpbSNwkmFU3N/XFoGovIpmn/nfiQl7UKni0alcsfXtwcKpZbATz8lYtAg0ldPxPfNhaQ7fcnqc8N4YfUZHH79E/HEGYQ//oDcTu4gicR27dqRkJCAp6cnTz75JEOGDJHnIZVBdu3ahdlspmbNmgQFBdk6HJkCkDM5Mnchz2ApgLxylYdNw7gTQRDwHPiK9IshG/3167YNCKkP1tChQ1mwYAEnLxwmNPMCfZq9RK+mLyII0KvFQPq0GIR/DWdOXzyKSqXCw8PDauc3ZRpI33mD2BmHSfj2FNmnEsEsoglzw+u5WgRODsejV1WrChyAm1G/AhAQ0BelUsoIObcKx6P/c2A2kvLTh/gOrUNqrxcY/HYVkt0cEM6eRWzeAtPy5UydOpXMzEw0Gg2vvvoqzz77LHXq1OHzzz8nJCQkr4QsU3aQ3yvLPoJocc5VQNLS0nB3dyc1NVUe1plLZmYmHh4eGI1Grly5QpUqhexfUt75fRCcXgk9p0H467aO5nZSImFmfcwmiM55nUpfTrN1ROh0Onr27EnOnj3s0elI8Qjm7PS/SDc74uypISLjJP/76E0Azp07h0ajecAR748oiugj0sncF03WyXgwSm9rglaJUxM/XFoFog5wLvZ13QudPoHdu9siikbCW/6Li0utvMdMGZlcefwxjFHReA4YgG70APqs6oNPqpl/vtbgfO0YAN+pNFRevZIuvXrdduyUlBQ2b97MU089JXcXLmM0b96cw4cP89NPP/HCCy/YOpwKRWE/v+VylcxtWPw4oaGhsh8nP2W0XAXkTSFXKCFt7d/4DH0NbY0aNg1Jq9Wydu1aztSpA9ev49G7AwGdfHj75Ze5ePEiMTExdOjQgWXLlhVL4Jh1RrKOxpO5PxpDdGbe/epAZ5xbBeLU2A+FtuSLeNHRfyKKRtzcmtwmcACULs4EfvwJkUOGkPzjj4T16E4Nzxpc5CJrPhlK7wX7cd3zA4ONekxvvoMhsDpZsWqMyTpUnlqcmwfQr18/DAYDv/32G+Hh4VSvXvoDYmVuR+6PYx/I5SqZ28jvx5G/NeYjr1xVdkUOgCCYiZ89x4bB3MLx0iWaXb+OKAjwv/+h0+kIDQ3l+eef58SJE2zbtk1qAPgQ6KMzSV55kejPDpCy6pIkcFQKnJr54zuiEX5jmuASHlgqAkcURaJyS1WVgp4tcBuXdm1x7/cUANH/e5cugdKH4t6gs7wXqOX84+9gcnTnvYRMJo/+gvRtkWSfiCd9xw0mPzWad4ZOxGw2M27cOObOnVvi1yTzYCx+nBo1alCpUiVbhyNzD+RMjsxtyKbje6Are0vI81DdEjkKNaRv3Ej2qdM41q9nw6CAzz4DQHj6aahTh9rAjz/++NCHEw0msk4kkLk/Gn3ErZVkKl9HnMMDcW7qh8Lp3t2MS4qUlP1kZ19HqXTGz6/3Pbfzf/ttMnfuQn/9Ok13xIAP7L65m2P/HKPxnMUE9P0X/fffMX3X9yAI0iysXdIsrDcYjDLdzKBBg1i2bBkzZ84svQuUKRB5lIN9IIscmTwyMzM5cEDquSK/cO+gLJerFApQasGkw617Z5JXbyN+9ixCFy2yXUznzsFv0nJq3n23WIcyJGRLXpsjsZizjNKdCgHHet44twpEW9XdpllHi+HY3/8xVKp7+36Ubm4EfPwRN4YNx/27NQS/F8ANfRy/7P+FPjX7oN8ew7h2gwCB6bu+Y87eH9CbDNLwz3Yvk3kohlq1ahEfH4/ZbEahkBPxtkT+QmgfyK8SmTxkP859KMvlKsgrWXm98BwolWTu2EnWkSO2i+fzz6Wp4E88AQ0bFnl30WQm62QC8d+eJParQ2Tsuok5y4jSQ4tb9zACJ7fE+8U6OFTzsKnAMRhSiI9fD0i9cR6Ea8eOuD/xOILZTPMTUvPGQ6mHcHR0xJgsTUgf1/ZlNEo1epMBjVItDf0UwZisIyMjA61WK5eSbUxqaipHcl9fsh+nbCOLHJk8ZD/OPTDqb034LovlKsgTORpfDzyekrwf8TNnYZPFk5cvw4oV0u333ivSrsYUHan/XSN66kGSfjqL7lKKNGqhthfeg+oR8FYL3DqFonQt3mosaxEdsxKzWY+LS11cXRsUah//yZNR+vrQ/EAyAP9d+o/R40aj8tSCADN3L8sTOHqTgZm7l4EAKk8tNWrU4NVXX5VfnzbG4sepXr267Mcp48jlKpk85PTrPdDdGtpYJstVcMt8bMzBZ/gwUletIuvAAbL27cO5devSjWXKFGnYZs+e0KzZAzcXzSI5F5PJ3BdNzrmkW6MWXNS3Ri14OpRw0EXndsPxc4UWHkoPDwI/+ADDqNF4Zogkuxj5effPvPP6m7c8OO0GS56c3dLvIDJ1wlx6+1Shd+97+35kSgf5vdJ+kDM5MoDsx7kvFj+OxkVap10WUTtJ/xqyUAcF4dG/PwBxM2eWbjbn+nVYtky6/YAsjilDT9q2SGK+PEjiktPknJUEjraqO14v1CZwUkvcu1cukwIHIC3tKJmZF1EoHPD3f7xI+7p27YpHr160uCD933i39OSxgU9BFUfeeGQw4x55GQQY12Ygb7R9BdWNQzz7yrNERUWVxKXIFBFZ5NgPciZHBpD9OPelLK+ssqDKFQKGHAB8hr5Gyu+/k3P8BBnbtuHaqVPpxDF1KhiN0KULFJBBEkUR/dVUMvbHkH0qAUy5TfscVDg388M5PBC1n1PpxFpMbubOqfLz64laXfQMn/9779Jq6C7+a5qFT1M3Lv0ZyQ8REZzceQSHqwYyo1PJ0Kfy7rLteMReYWpWjG3KjzK3kZaWJvtx7AhZ5MgAsh/nvpTllVUWLOUqQxYAKl9fvAYOIHHxt8TPmo1Lhw4IJb0a5+ZN+P576fYdWRxztpHMI7Fk7o/GGHdrWromxBXn8EAcG/qg0JTRLFkBGI3pxMb+A0CloP4PdQyVpyddXn2f6dffJs1Rz7dLPuX86VT8awVDLajh50d8fDzj3dyYAbydnY2gkt+ybU1+P05wcLCtw5F5AHK5SgaQez7cl7K+sgryiZxbAsLr1VdRuLigO3eO9A0bSj6GadNAr4f27SH3G67+RjpJf1wg+vP9pP59BWNcNoJGgXPLAPxGN8FvZGOcm/vblcABiIn9G7M5Gyen6ri7P9h3dC+8evamdWYgAHv3/sAbY8fmPfbzzz+zY8cOvoiLg+bNEdLTYfLkYscuUzzkeVX2hSxyZGQ/zoOwh3JVPuOxBZWnJ16DBgEQP3sOotFYcuePiYHcvjzmSe+QeTCG2DlHiZt7jKxDsYgGMyp/JzyeqEbgO+F4PlUDTSWXkounhMnf4bi4mc9e3UcCsNcnmYRvF+fd36VLFx555BHUWi3Mye1ivWQJ7N9frPPJFA/Zj2NfyCJHhr1792IwGAgJCZH9OAVhF+WqW8bj/HgNehmluzv6q1dJ/fufkjv/9OmQk4OxVmOi97mQ/OdFDDczQCng1NgX32EN8R/XFJfWQSgc7Lvkkp5+mvT0UwiCmoCAvsU+3iO1e+CAmgR3gQN/LiDnwoW7N2rVCl5+Wbo9ejSYzcU+r0zRSUtL4/Dhw4CcybEXZJEjI/txHoQ9lKvuMB5bULq44P3aEAAS5s1D1OutelrRaCZr61nMc+YBkNLgeUSdGaW3A+49qxD4Tjhe/WujrWzbrsTWxGI49vV9FI3Gu9jHc1A58EhYRwD2VzUT/c7/Cs66TZ0Krq5w8CAsXVrs88oUHYsfp1q1aoSEhNg6HJlCIIscGTn9+iDsolxVcCYHwPOFF1D6+GC4cYOUv/6yyumMSTmkrrtK9JQDGP83BYUuG31ALXisNz6v1ifgjea4dghG6Vz6s6RKEpMpm9jY1cDDG44LoktoFwAO1FGSc+oUiUuW3L1RQAB88IF0e9IkSEmx2vllCofsXbQ/ZJFTwZH9OIXAkskp0+UqSyYn+66HFE5O+Lz+OgAJ8xdgzsm5a5vCIJpEsk8nEv/9KWK+PEj69huIiUm4HPkTAOVXn+DzUj0canoiKMpH1uZO4uL+xWhMx8EhBE9P6zVZbB/cHpVCxU0vkRvekDBnLrorV+7ecPRoqF0b4uPho4+sdn6ZwiGbju0PWeRUcPL7capUqWLrcMomOSnSv2W5XJVnPL5b5AB4PPcsqsBAjHFxJP/yS5EObUrTkbbpOjHTDpC4/Ay6C8lS076anvgZtqPQZUGDBiif71fcqyjz3LzNcGy9t09XjSutAlsBcKx7FUS9nujJ7yCaTLdvqNHArFnS7Tlz4PRpq8Ugc39kP459IoucCo7sxykElnKV1h7KVQWLHIVGg8+I4QAkLlqMOTPzvoezjFpIXH6G6KkHSNsUgSlVj8JZhUuHYALebI7v06GoV+ROOn/3XWkaejkmI/MiqamHEQQlgYHWF3RdQ7sCcLCBAwpnZ7KPHyfph+V3b9itG/TtK43OGDtWGoQqU+Ls3r0bk8lE1apVCQ0NtXU4MoWkfL8ryTwQ2Y9TCHLswJOjune5yoJH376ow0IxJSWRtPzHArcxZRpI33GD2BmHSfjuFNmnE8EMmspuePWvReDkcDx6VkHl7Qhz50q+kNq1oV/5z+JER/0OgLd3J7Raf6sfv2NIRxSCgrNpFxHflMqL8TNnor927e6NZ8wArRY2bwYr+axk7o/8XmmfyCKnAiP7cQqJZQl5mS5X3T+TAyCo1fiOGgVA4vffY0qTxJsoiuiup5H063mip+wn9d+rGBOyEbRKnFsH4j+uKX7DGuHU2A9BlfuWkZEhfdAC/O9/oLSvZn5FxWzWER0jiYlKQc+VyDm8Hb1p4tcEgIMNHXBu0xpRpyPq3XcR71wyXqUKvPWWdHvCBMi623AuY11kkWOfyCKnAiP7cQqJzr6Nx/lx69ULbY3qmNPSSPhuGRn7ooibdZT4BcfJOhoHRhF1JRc8n6ohNe17ojrqAOe7D7RwISQmQvXq0N96q4zKKvHxGzEYktFqA/Dyal9i57GUrDZHbCbg408QnJzIPnSY5BU/373xpEkQEgIREVK3aZkSIz09Xfbj2CmyyKnAyH6cQiCK9lGusmRy7mE8tiAolXgOGoO20Yvob9YmZdVlDDGZCGoFTs388RvZGL9RjXFuGYBCe4/sTHY2fPWVdPudd6ACzFOyGI4DA59GoSi56+0c2hmAI7FHSPd2wO+NCQDEzZiB/saN2zd2cpKaMAJ88QUUVNaSsQoWP06VKlVkP46dIYucCoycfi0EhmwwG6TbZbpcdffsqvyIBhOZh2OJm3+MzIMOaKp0QFA5gCIL9z5VCZzcEq9naqIJcX2w4F28GGJjoXJlGDDAutdRBsnKuk5y8h5AICjwmRI9V5BLEHW96yIisi1yG57PP49TixaIWVlEv/ve3VPIn34aOnWCnBx4440Sja0iI79X2i+yyKmgZGVlyX6cwmApVQkK0JThWUuqgkWOIT6LlH+uEPX5AZJ/v4A+Ih2UAupAkaxdX5Gx9m0caqhROBWyaZ9Od6s0MmkSqMtXs7+CiI6WDMdeXu1wdCz5qdOWktWmiE0ICgWBn36C4OBA1r59pPz62+0bCwLMni15ov76CzZtKvH4KiKyyLFfZJFTQZH9OIUkfyPAslzSy5fJEU1msk7GE7/4BLHTD5Ox6yZithGlhxa37pUJnNQSvzGPoAl1QdTpSPxmYeHPs2QJ3LwJwcGQO/yzPGM2G4mKlpodBpWQ4fhOuoRJ3Y/3Re8jXZ+OJiwMv/HjAIj78ksMUVG371C/PoyUhnwyZgwYDKUSZ0UhPT2dQ4cOAbIfxx6RRU4FJX/nTtmPcx/sYWUV5IkcMSeT6KkHSPrpHLrLqSCAQ20vvAfVI+CtFrh1CkHpqkEQBHzHjgUg+fc/0N+4+eBzGAzS/CSQVvZotSV1NWWGxMSt6PVxqNVe+Pp0KZVzVnWvShX3KhjNRnbe2AmA54ABODZpgjkzk+j33r+7bPXRR+DjA2fPwrx5pRJnRWHPnj15fpywsDBbhyNTRGSRU0GR06+FRGeZQF42TceiWST7XBJJqyKlO4w5mNMNKFzVuHYOIeCtFvgMqodjba+7Ri04h7fEuU1rMBhImD//wSdbvhyuXwd/fxgypASupuxxy3DcD4VCU2rnzV+yAskwHvjZZwhaLZm7d5N6Z28cDw+YMkW6/cEHkmdKxirI75X2jSxyKiBZWVns378fkF+4D6SMrqwypetJ2xpJzJcHSVx6muyLkhdHEEx4PV+NwEktce9WGZWnw32PY8nmpK5ahe7K1XtvaDTCZ59Jt998ExwdrXIdZZmcnGgSE6WBjCXVG+deWEpWu27uIscozRrTVq2C75jRAMRO/QLDnULm1VeheXNIS4PJk0s13vKMPK/KvpFFTgXE4scJDg6matWqtg6nbFOGylWiKKK7kkLiirPSqIUN1zAl6xAcVTi3qZy3nVMtFwRl4V7ajo0a4dKpE5jNJMyde+8Nf/4ZrlyRSiLDhhXzSuyD6Og/ADMeHi1xcipd31pdr7oEOgeSbcxmT9SevPu9Bg3CoWFDzOnpxLz/we1lK4VCmmcFkncqd2GBzMOTkZHBwYMHAVnk2CuyyKmAyP1xikAZaARozjaSvusmsTMOE7/oJNknEsAkogl1xfOZmgS90xKPx2oDuf+XD2gIeCeW7EDav/+Sc/783RuYTLeyOG+8Ac4FNAcsZ4iimajcVVWlZTjOjyAIdAmVsjmbIzbful+pJOjzzxDUajK2bydtzZrbd2zVCl5+Wbo9ahTc2SlZpkhY+uNUrlyZypUr2zocmYdAFjkVELnGXARsWK7SR6aT9PsFoj/fT+o/VzDGZyNoFDiHB+A3pgl+Ixrj3MwfQa2UVn7lrbAqWot/hzp1cO3ZA4D42XPu3uCPP+D8efD0vLWKp5yTlLSLnJybqFRu+Pn2sEkMFpGzLXIbBvOtFVPa6tXxyf1/iPl8Csb4+Nt3nDoVXF3h4EFYtqy0wi2XyO+V9o8scioYsh+niFgyOaVUrjLrTWQeiCF2zlHi5h0j63AsosGMOsAJj77VpFELT9ZAE1RAzx6LyMn1cBQF39GjQaEgY/Nmsk+cyBeQGT79VLo9bpz04VkBsBiOAwL6olTe39dUUjTxa4KXgxdp+jQOxRy67THvwa/iULcu5tRUYj7++PayVUCAZD4GqZdRamopRl2+2L5d8mTJ75X2iyxyKhiyH6eIWDw5JVyuMsRmkrz6EtGf7Sf5r4sYbmaASsCpiR++wxvhN7YpLq2CUDjcZ6RA3pDOog9r1FativvjjwMQP2v2rQdWr4ZTp8DNTerBUgHQ6RNISJBWNdmiVGVBqVDSKaQTcHvJCqRhq4GffwYqFekbN5G+bt3tO48eLU2Hj4uTlpfLFBnZj1M+kEVOBUP24xSRnJLL5IhGM1nH4ohbeJzYr4+QuTcaUWdC5e2Ae68qBE4Ox+u5WmjD3Ar3f6WyDOkseiYHwGfkCFCpyNy9m6yDB6W5XZ98Ij04erS0TLkCEBP9J6JoxM2tEa4utW0ai6VktSViC2bxdn+NQ+3a+Lz+OgAxn3yKMSnp1oMaDcyaJd2eMwfOnCmVeMsTe/bswWg0EhYWJvtx7BhZ5FQw5BpzEdFZ35NjTMwmZd1VoqfsJ+mX8+ivpYECHOt54zO4Pv5vNMe1fTBK5yKOTHjA/KoHoQkJwePpfgDEzZqFuHYtHD0qGY3HjXuoY9oboihyM0oanWDLLI6F8MBwXNQuxGfHcyL+xF2P+7w+FG2tWpiSk4mxCFIL3bpB377S8v8xYyTRKlNo5PfK8oEscioQsh/nIbBSuUo0iWSfTiT++1PEfHmIjO03MGcaUbprcOsaSuCklngPrItDDc+7mvYVmoc0HufHZ/hwBI2G7IOHML/9tnTniBHS0vEKQErKAbKzr6FUOuPv18fW4aBRangk+BHg7pIVgKDRSGUrpZL0detJ+++/2zeYPl3qTL15M6xcWRohlxtkkVM+kEVOBWLfvn2yH6eoFHN1lSlVR9qm68R8cYDE5WfQXUgGAbQ1PfEeWJeAt1ri1jUMpZsVRiQUw3icdwh/fzyffx7nrCyUZ84gOjpWqOnWUbmGY3//PqhUZWOpvKX78eaIzXePcwAc69XDO7cDdcxHH2NMTr71YNWq0ggOgAkTIPvhsnwVjczMzDw/jixy7BtZ5FQgZD/OQ2AZ61AEkSOaRXIuJpO4/AzRXxwgbVMEpjQ9Cmc1rh2CCZjYHN9X6+NYzxtBacX/h2IYj/Pj/doQfJIlf4ehRw9pjEMFwGBIIS5eMvBWCupv42hu0a5SO7RKLZHpkVxIvlDgNj4jR6CpXg1TYiKxn0+5/cFJkyAkRBrJYZkgL3NfZD9O+UEWORUIOf1aRMzm26eQPwBTpoH0HTeInX6IhO9OkX06EcygqeKGV/9aBE5uiXvPKqi8S2gkQjGNx3mHOXUKp8xMzIJAdFo6oslkheDKPjExqzCb9bi41MbVtYGtw8nDSe1Em6A2QMElKwCFRkPQ55+DQkHa33+TvmVrvgM4SWUrkHroXL9e0iHbPfJ7ZflBFjkVhPx+HHk5ZCHRZwC55YF7rK4SRRHdtVSSfj1P9JT9pP57FWNiDoJWiUubIPzHN8Xv9UY4NfZDUJXwy81KmRzLiqpUH1+ybtwgbd36YgZW9pEMx1KpKijouTKX6bSssrIM7CwIx4YN8XplEAAxH3yAKX9/nKefhk6dICenQpUfHxZ5XlX5QRY5FYR9+/ah1+upVKkS1apVs3U49oFlZZVScytLkos5x0jG3ijiZh0hfuEJso7GgVFEXckFz341CPxfOB6PV0PtX4q+DrUlk1MM38WePbBlC6jViGOlvjgJc+YgGo1WCLDskpZ2nMzMCygUWgL8n7B1OHfRMaQjSkHJxeSLRKRF3HM739Gj0VSujDE+ntgv8pWmBAFmzwalEv78UzIiyxRIZmYmB3LnfsmZHPtHFjkVBNmP8xDkX1mV+5zpozJI/usi0Z/vJ2X1ZQwxWQhqBU7N/fEb1Rj/0U1wbhGAQqMs/XjzjMfFEDmWZcgvv4z72HEoPT3RX79O6urVxY+vDGMxHPv59UStLlsT5wHcte60CGgB3LtkBaBwcJBWWwkCqX/9RcbOnbcerF//1liOMWPAYCj4IBUcix8nNDRU9uOUA2SRU0GQa8wPQa4fR9S6kXk4lrh5x4ibfZTMAzGIejMqP0fcH6tK4DvheD1dE02wjUce5JWrHlLkHDwI69dL3/YnT0bp4oz3a68BED9vHma93kqBli2Mxgxi4/4BIKgMGY7vpDAlKwCnpk3xHDgAgOj33seUkXHrwQ8/lNoBnDkD8+aVVKh2jfyFsHwhi5wKgNwf5+EwxkmDDw3JSpJ/v4A+Mh2UAo6NfPEd2hD/8c1wbVsJheN9Ri2UJsU1HltmVL34orT0GPB84XlUvr4Yo6JJ+f13KwRZ9oiN/RuTKQsnp6p4uDe3dTj3pHNoZwBOxJ8gLivuvtv6jRuHOiQEY0wMcdO+vPWApydMyV199cEHmGNiePTRR6lduzYtW7bkk08+ITo6uqQuwS6Q51WVL2SRUwGQ/TiFRzSZyToRT/ziE6SuPAaA2eSE0lOLW4/KBE5uiffztdFWdS973/IewnhssqycOn4c1qyRynLvvJP3uMLBAe/hwwBIWLgQcznssxKV1+H42bL3f5oPPyc/Gvk2AqQxD/dD4eREYK5oTfntNzL37s17TBw0iNiQEEhLQ/G///Hcc8/Ru3dvqlevztSpUwkNDWVzBfXsyH6c8ocscsopOp0ur3FYRU6/5n8e7ocxOYfUDdeInnqApBXn0F1ORSFIYkEdFkjAmy1w6xiC0kVT0iE/PPcxHt/5PIiiSP369VGpVDg6OrKnd2/p/ueeg1q1btvX8+mnUQcFYYpPIHnFzyUXfylw5/OQnn6WtPQTCIKawICnbBhZ4bA0BnxQyQrAObwlni88D0D0u+9hzswEYOLbb9M3MlLa6PvvGdKwIdOnT2fFihXcvHmTpUuX0qlTp5K5gDKOZYBxSEiI7McpJ1hd5EyZMoUWLVrg6uqKn58fffv25fz587dtk5OTw8iRI/H29sbFxYV+/foRGxt72zYRERH07t0bJycn/Pz8ePPNNzHescJj27ZtNG3aFK1WS/Xq1Vm6dKm1L8cuiYyMpGqVyrRqFc6GDRvYulXqmVHRvplERkZSvUo12rRqzYYNG+4SO6JZJPtcEglLTxMz7SDpWyMxpxtQuGpw7RyCWwdPAJS+Pg8/aqE0sWRy7jAeR0ZGUqVKFcLDw+nTpw8XL15EEATmzZvH999/z5xhw2hz8yYA29u2veuwgkaDT65hNXHx4ts9HnZEZGQk1apVpnXr8Ly/B4vh2Nf3UTQabxtH+GAsvpxDMYdIyUl54PZ+b7yBOigIw82bxE2fwe7du5kxYwanPT1Z6+PDlUqhfPrPZoaduspnl6NI0jjy4osvArBmzRrOVLDBnhX5C2F5xeoiZ/v27YwcOZJ9+/axceNGDAYD3bp1IzP3WwTA+PHj+fvvv/n999/Zvn07UVFRPPXUrW9RJpOJ3r17o9fr2bNnD8uWLWPp0qW8//77edtcvXqV3r1706lTJ44dO8a4ceMYMmQIGzZssPYl2R3x8fFERcdw5exZevTowd49e4CK1/MhPj6eG9E3ib54gx49euSJHWOajrStEcRMO0ji0tPknEsCEbTVPfB6sQ6Bk1rg3q0yytxMDtqyt9qmQO4xoDM+Pp7o6GguXbrE2rVreeyxx9iwYQPt27fnlVdeYUjuF4yUzp3pOGpUgYd2f+JxNJUrY0pJIemHH0r0MkqK+Ph4bt6MIfLGcXr06EH79i2JvPEHUDaGcRaGELcQanrWxCSa2H5j+wO3Vzg7E/iptGIuecUK/vniC4KDg0lPTqa/fxCNuvZiQftHWRObzPyIOBqNGs/Tb7yFKIqMGTOGL7/88gFnKF/ICzTKH1YXOevXr2fQoEHUq1ePRo0asXTpUiIiIjh8+DAAqampfPfdd8yYMYPOnTvTrFkzlixZwp49e9i3bx8A//33H2fOnOHHH3+kcePG9OzZk08++YR58+ahz13hsXDhQqpUqcL06dOpU6cOo0aN4umnn+brr7+29iXZLQPCGzOsQzhtq4UR4uXOgBdfLDCjUd6Z//iHLH/mK2oaA7kyfx83Pt1D2obrmFJ0KJxUuDxSCf83muE7pAFODXwQlLkvC8sS8ns0AixzqO4/hfzpp5/mxRdfxNvbm6FDh9K5c2eWTJ/OH3o9m7p0wfThh5hMJr744gs2bbq9HCKoVPiMlgRQ0vdLMKWklOSVlCjvvuvLlKkBVKt+BUHIJilJwaGD6XbzuihKyQrAuU0bPJ55BoCOp8/w7BNPoKwUitiiLRnLFpK64nvMCgWpyxeRsWQBG5IziNAZGTJkCL/88sst31Y5JysrS/bjlENK3JOTmtt108vLC4DDhw9jMBjo2rVr3ja1a9cmNDSUvbnmuL1799KgQQP8883M6d69O2lpaZw+fTpvm/zHsGyzN5/B7k50Oh1paWm3/ZRrBKju78PjTeoyqE1z4q5doUePHrRqFX7Xh1h5RgA6Vm3JZ49O4LE6nVEpVBy6eYo5Z37mbHgmHr2rovZ1untHSzPAhxzOWercI5NjQRAEqlevTteuXfP8BtdTUzldty6727ThmQ8+YMSIEaxatarAb/BuPXuirVkTc0YGid8vKamrKHEEoEULJwYMkP5f9+xJpUePXrRubR+vC8sqqz0395BVSJO531tvogoIIFSt5kXAsecTOA98DedXhpO5ZAGx3VuSuWQBzq8Mx/mFwXy+9zC1a9cmJycn7z28vJPfj1OlShVbhyNjJUpU5JjNZsaNG0fbtm2pX78+ADExMWg0Gjw8PG7b1t/fn5iYmLxt/O8YCmj5/UHbpKWlkX2PFSBTpkzB3d097yckJKTY12gvuDs5MLJjOO1rVuHAgYOMHzfO1iHZDFEUWXtuG9P+XsCEifdpcV+EuVVlgnsYj81m822/C4KAQqFg27ZtbN+5E1GhYNvOnWzdupWLFy8ycOBA/vvvP9LT02/fT6HAN7cLctLy5RgTEkruWkoBi+eid28X+vVzZ//+g0yYMNbGUT2Ymp41CXENQW/Ws+vmrkLto3R1JfCTjwFw2LwFn0rSe5/LwKGgVkuNAdVqXAYORQQ2HD1BVpYkoBwcHO512HJF/lEOsh+n/FCiImfkyJGcOnWKX375pSRPU2gmT55Mampq3k+kZYVBBUAURRbtPMiOC1dp2bIFX8+caeuQSh1RFNl25QB9V4zg20O/0aplONO/nn7vHeytXHUP47FCcfvLXBRF2rdvT8eOHdm2bRuffvop27Zto2PHjnTo0AGlUurWXNA3eJfOnXFo0AAxO5vExYtL5jpKCVEUOXgwi7FjYvnzz1TCw1swY8YsW4f1QARBKHLJCsDlkUeIrFEDQRTplJGGAGQsX5QncDAYyFi+CAHo3qQhQUFBPP/88zg6ltBA2TKG7Mcpn5SYyBk1ahT//PMPW7duJTg4OO/+gIAA9Ho9KXfU9GNjYwkICMjb5s7VVpbfH7SNm5vbPV+UWq0WNze3237KNSKcj4knPUeHIAjUqFGD9evXs2/f/rtKfeUZEfLEzcDfJ6IJcmH9+vXs2Xd3yfM2dPaWybl/uUoURS5dusTVq1dBFPMEjclkQqlU5hnTLRkcFxeXu44hCAK+Y6VsR/LPv2DIzazaEyLkiZvJk2Jwda3H+vXr2bvXfl4XXcKkVVY7buxAbyp8J+pLjzxCnNHI8/t3kbl8UV6Jyn/DgbzSVeaK73indTO6du3KihUrKkRWQ26YWn6xusgRRZFRo0axcuVKtmzZcldts1mzZqjV6tuaTZ0/f56IiAhat24NQOvWrTl58iRxcbe6em7cuBE3Nzfq1q2bt82dDas2btyYdwwZWL7vCIt3HCA6TVrZ9uGbb9C9e/cK8aaVnxFrPrxL3BTqecixM09OfuNxASbaP/74g59++gnBbEaBtBLSInBMJlNep9fg4GA++uiju0rKFpzbtsGpeXNEvZ6E+QtK6GJKjk8/jb9L3Njb66KBTwN8HX3JNGSyL3pfofd78fWhzNblEBwfQ+ujB3AeNAyXFwYjiCLuLwzG5eVhdE6M4c2XXiQi4t6DQMsbFj9OcHAwVXO7fcuUD6wuckaOHMmPP/7IihUrcHV1JSYmhpiYmDyfjLu7O4MHD2bChAls3bqVw4cP88orr9C6dWtatWoFQLdu3ahbty4DBw7k+PHjbNiwgXfffZeRI0ei1WoBGDZsGFeuXOGtt97i3LlzzJ8/n99++43x48db+5LsDj8/PyoFBWIQpLJD/dZtAIi9fNGWYZU6fn5+hAQFE1gjuGjixoLdlassGUwRjLq8u/38/PD29iYlJYUvv/yS6XXqsH3HjrwS1bvvvptXutq+fTuPPvrobe0a7kQQBHzHSdmclL/+Qm8nH4Z+fn4EBwcQEtzIbsWNBYWgyDMgP6j7cX7c3d0Z9cMPrM3IYFZOFj8nRDMq1I9eXi68fO0cJzau5at/VnNw/35ych5yPIgdIvfHKceIVgYpG3zXz5IlS/K2yc7OFkeMGCF6enqKTk5O4pNPPilGR0ffdpxr166JPXv2FB0dHUUfHx/xjTfeEA0Gw23bbN26VWzcuLGo0WjEqlWr3naOwpCamioCYmpq6sNebpklOTlZVKvVIiDu+vdv8atne4vfjh5i67BKnZycHNFsNhd9R6NBFD9wk34yEqwfWElg1N+KOTPxtofS09PFtm3bio09PESjVisO9fcXO3XsKH744Yd5Px07dhSrV68u7t27t1Cnuz54iHimVm3x5ltvlcTVlAgP/fdQBtkbtVesv7S++MjPj4hGk7FI+146elQ80rCReKZWbTH266/FGjVqiC4gJguCKIKY+N13JRR12eSRRx4RAfHbb7+1dSgyhaSwn9+CKNpJc4gSIC0tDXd3d1JTU8udP2fr1q107tyZoKAgLp07x/whUnv3Ed/9jKOLjadl2wNZSTAtt9T6XgIo1baNp7B87A1mI0w4C25Btz2UlJTEqRo1aJ+URGbz5uSsX8+6deuIj4/n/Pnz/PHHH4SFhfHvv//etXKxILJPnuLaM8+AIFD17zVoq1cvqauSKQCD2UDHXzuSpk/j++7f0yKgRZH2T9vwHzfHjgWlkviJE9EFV6Ljpk2op02Dli1h3z5pllk5JysrC09PT/R6PRcvXqS6/HdsFxT281ueXVVOyZ9+dXR1xSMgEKh4JauHxlKqUjvZj8CBfEM67zYfe+3ZQ/ukJMxKJU5Ll+Lt7c2MGTOYMGEC+/bt4/PPP2fnzp2FEjgAjg3q49K1C4gi8XPmWvMqZAqBWqGmY0hHoGglKwtu3bvh2qMHmEwEr1pF1w4dUL/xBjg4wIEDsP3BHZXLA/IA4/KNLHLKKXcuhwyoVhOAGFnkFA57W1llQXWPIZ1ZWTB6NACKN95AqFcPgJUrV3Lz5k2OHj3K0KFDcXIqoCniffAdPQYEgfQNG8ipYHOOygL5l5I/TFI+4L13UXp6ojt/noRFi8HPD155RXrwiy+sGWqZRfbjlG9kkVMOyc7OzhuRcUvk1ABkkVNo7G1llYV7LSOfMgWuXYPgYHjvvby7w8LCCAoKeug3d4daNXHr1QuA+FmzH+oYMg9P66DWOKocicmM4Uxi0UWmytsb/3f/B0DCwoXknD8PEyeCQgHr18Px49YOucwh98cp38gipxxiSb8GBQXl1Zf9c0VO7OULtgzNfrC3lVUW8kROvnb/Fy7AtGnS7ZkzoYD+N8XBZ9RIUCrJ2L6drKNHrXpsmfvjoHKgXaV2QNEaA+bHrVcvqexoNBI9+R3EkBB49lnpQcvfTTklOztb7o9TzpFFTjmkoPSrf+VqCIKCjOQkMpISbRidnWCv5SqLyDHmLv8VRRg1CvR66NEDnnrK6qfUVqmCe98nADmbYwssJavNEZsfsGXBCIJAwPvvo3B3J+fMGWku2VtvSQ/++itcvWqtUMscsh+n/COLnHJIQelXtYMD3sHSvBq5ZFUI7LZcZTEe52Zy/vgDNm4ErRbmzCmx1TK+I0aAWk3Wvn1k7it8czqZ4tM+uD1qhZqrqVe5knLloY6h9vPDf/IkABLmzkXn6grduoHJBNPvM/rEzpHnVZV/ZJFTzsjJybln+tVf9uUUHnstV+UZj3MgPR0sg1gnTYISXBqrrlQJz2eeASB+5qyHMsHKPBwuGhfCA8OBhy9ZAbg/8QTOHdojGgxE/e9/iBMnSg98/z3Ex1sj1DKH7Mcp/8gip5yxb98+dDrdbX4cC5YVVrFXZJHzQOy9XGXIgo8+gqgoqFoV3n67xE/tPex1BK2W7GPHyNyxo8TPJ3OL4pasQCpbBX70EQoXF3KOnyDpegQ0bw7Z2VIWsJxR0AINmfKHLHLKGfdbDpl/hZX8TfsB5GVy7K1clStyzl2WTMYAc+dCKUySVvv54fniiwDEzZqFaDaX+DllJDqGdEQhKDiTeIaojKiHPo46IAD/SZIgjp8zB4NlOfncuZCRYY1QywwFLdCQKX/IIqeccb/0q29YZZQqFTkZ6aTGxd71uEw+dPbqyXGUzMZf/SL5KZ58Enr2LLXTe782BIWTE7ozZ0nf+PClE5mi4e3oTVO/pkDxsjkA7v364dy2LaJOx80dOxFr1IDkZPj2W2uEWmawDKSV++OUb2SRU47IycnJS7926NDhrseVKjW+YdKoghh5Kfn9sWRy7K5c5QQnDHDiKjg53crmlBIqT0+8Br0MQPzs2YgmU6mevyLTJbQLAJuuF09cCoJA4Ccfo3ByIvvYMbLaSUvUmT5dWqVXTpD9OBUDWeSUIyx+nMDAQGrUqFHgNv5VZfNxochbXWVnIidbhP9yJ5C//z6EhpZ6CF6DBqFwd0d/+TJp//xT6uevqFhEztG4oyRkJxTrWOqgIPzeehOAG4cOI/r6wo0b8PPPxY6zLPCgL4Qy5QdZ5JQjCtOePCCvKaAscu6LvZarftgJWSKEeMH48TYJQenmhverrwIQP3ceosFgkzgqGoEugdTzroeIyLbIbcU+nsezz+IUHo5Zryclt/0E06ZBOfBaFeYLoUz5QBY55YjCpF/zRM6VS5jNcinhnthjuerQIVgjtQ9gSBvQaGwWitfAASi9vTFERpLy10qbxVHRyCtZFWMpuQVBoSDw008QHB2JS0/H7OgIZ87A2rXFPratkedVVRxkkVNOyJ9+vZ/I8QoOQa11wKDLIenmjVKKzg6xt3KVyQQjRkim4wZqqO1p03AUTk74vD4UgIQFCzDrdDaNp6LQJUwSOfuj95OuTy/28TQhIfhNmIBZqSTZNfe1MHVqsY9ra2Q/TsVBFjnlhMKmXxUKJX5VpPblsVculVZ49oUhB0y5H8r2Uq5avBgOHgQXR+imvXtApw3weO45VAEBGGNiSPn1V1uHUyGo6l6Vqu5VMZqN7LhhnV5Fni++gGOzZiS5uiIqFLBnD+zaZZVj24LCfiGUKR/IIqecUJT0661+OfIKqwKx+HEQQONq01AKRVwcvPOOdHtkf3BRlAmRo9Bq8Rk+HICEbxZhzsp6wB4y1sBSsiruUnILgkJB0GefYnJ2JsU19/XwxRdWObYt2L9/v+zHqUDIIqecUJT0a4A83uH+WEpVWldQ2MFL5O23pT4mjRvDgCel+8qAyAHweOpJ1CEhmBITSfrxJ1uHUyGwlKx23dxFjmVQazHRVK6M79ixJHp5IwL88w9/ffwxdevWpUGDBjz33HNs2bLFLpqMyvOqKhZ28A4u8yCKmn61zLCKv3YFk1Fe+XIXOjvqdrxrFyxdKt2ePx8cnaXbZUTkCGo1vqNGApD43XeY0ovvE5G5P3W96hLoHEi2MZs9UXusdlyvl19CV7cu6S5SNqfrsWN0796dTp06cfLkSbp06cLTTz9ttfOVFLIfp2Ihi5xyQFHTrx7+gTg4u2AyGkmIuF4KEdoZ9rKyymiUzMYAQ4ZA69a3ppAby4bIAXDr0wdNtWqYU1NJWrLU1uGUewRBsHrJCuDk6dM8v2c3sd5eALiuWcPX48cze/ZsTp8+zaZNm/j000+tdr6SICcnh7179wKyyKkoyCKnHFDU5ZCCIOSbSC77cu6ijK6sOn78OBs3bmT37t1kZmZKQxNPngQvL5gyRdoob0Bn2RE5glKJ7+jRACQtW4YxOdnGEZV/LCJna+RWDObiZ2tFUeSVV15BERqK88SJZDo5YVAoiBk8mJsT3iB+xtc8Uq0aderU4cqVK6xYsaLY5ywJLF8IAwICqFmzpq3DkSkFZJFTDniY9Kvsy7kPZagRoNFozLv9+eef061bN9q1a0fzwEByLJPFv/gCfHyk26qyJ3IAXLs9irZOHcyZmSSWsxlIZZEmfk3wcvAiXZ/OoZhDxT7egQMHOHLkCJ9//jmBw4bxP3d3Jrq5kRwRSdr69SR+/z0TW7Rk0nPPsXLlSl555RXi4uKscCXWRZ5XVfGQRY6d87DpV39Z5NybMlKuSk5O5pFHHmHRokUALFiwgCtXrnD06FF+CQ7GwWAgqWZNyO0uDJTJTA5IK3R8x44BIPmnFRjK4AdgeUKpUNIppBNgnZLVTz/9REhICN27d8dw4wZmg4E5iYksSEwEs5kFsbHMSYgna8tWBnTtiiiK/Pnnn8U+r7XJbzqWqRjIIsfOyZ9+LcpySEsmJzEyAkOOdVZglBvKQLlKFEX69evHhQsXaNKkCQDpqnRWJ61mxYUZbK2XxLUAB7x++QUUilurWiwix6SDMtbR2qVDBxwbNULMySHxm0W2Dqfc0zWsKyCJHLNYvFEMn376Kfv27UOpVJLy518M9/NntLcPcxITaHThPHMSExjt7cNwPz+ETZvx9fUlJibGGpdhNWQ/TsVEFjl2zsO2J3f18sHZ0wtRNBN37UoJRWenlIFy1bZt29i6dSvLly+nRYsWPDf6OcJfCWfp6aVsyDzC0p4+tGrtRv8lXzB06FDeffddaUeLyAGw0vJhayEIAr7jxwGQ/NtvGG7etG1A5ZzwgHBc1C4kZCdwIv5EsY7l5uZGUFAQAIaICDCZGO7jg1oQMIgiakFguI8PiCL6mzfJysrCwcHBGpdhNQ4cOEBOTg7+/v7UqlXL1uHIlBKyyLFzirMcUvbl3IO8Pjm2y+TMnz+funXr0rNnT66nXWd71HZi/4olelU0ZoVA9D/xxK6MY9vNbSi8FHzzzTfk5OTc8uRAmStZATi3aoVTeDgYDMQvWGDrcMo1aqWa9sHtgeKXrM6ePUuLFi2I2rMH9eZNIIosSEjIEziG3N8RBPDz5cknn6Rt27bWuAyrIc+rqpjIIseOKW761b9qdUBeYXUXFk+ODctVnp6eTJw4EUEQWHlxJQFPBOD3pB9xK+M4PeQ0cSvj8HvSj4AnAnBt40piYiLnzp2TmhcqtdJByqDIAfAdOxaA1JWr0F+7ZttgyjmWktWm65uK1agvODgYv1OncO/aFY8LF1iQmJBXojpes1Ze6WpBXBx+zz/P999/T/v27a11GVZB7o9TMZFFjh1T3OWQAdWkfWKvyJmc29DZPpOzaNEiXnnlFQCiMqIQRTN+T/ghqAREo4igEvB7wg8RkVQkUZadnStqyqj52IJT0yY4d2gPJhPxc+fZOpxyTdugtmiVWm5k3OBC8kN+mRFFXL/7jjU6Hc7Z2aRXqoRTmzaM9vFluL8/KBQM9/dntI8vEUGBLN2wwboXYQV0Op3sx6mgyCLHjilu+tWSyUmOjiInM8Oaodk3eZkcD5uFoNfrOXLkCGRnE7TzGILJTNzquDyBIxpF4lbHISCgydYA4OvrK+2cJ3LK7qwo3zHSSqu0tWvJuSBnEksKJ7UTbYLaAA9ZssrOhkGDYPx4lKLInmrVCL52Dafmzfnq0EHcX34JdccORIeHc71KZVafOEFyGeyDJPtxKi6yyLFjipt+dXJzx93PH4DYy/JE8jzKQLlq2rRpDG7fHlPLljw5dzsxf8fllajqfVsvr3QVszqGCd0msHHjRqpXl0RrnsgpY8bj/DjWq4drt24giiTMmWPrcMo1eSWriE1F2zEyEtq3hx9+AKUSZs6k9YULfLNsGV26dEETFsZKZ2dqLFhAlyXfk+Xuzr///svblv5NZQh5XlXFRWXrAGQeDmsth/SvVpPUuFhiLl8grGFj6wRn75SBctUwb2/GZGaiPHWKMD8/OjrUZ+uTp/B73BeFSSSwjy8C0NKzJVU8qlC1a9VbO1tGO5ThTA6A75jRpG/cSPrGTWSfPIVjg/q2Dqlc0iG4AypBxcXki1xPu06YW9iDd9q5E55+Wppw7+0Nv/0GnTsjAC+99FLeZn369CE0NJQ6dercEtllENmPU3GRMzl2irXak8srrO5AFPP1ybHBEnK9HsaMwWfECNyA7cBHffvyzcK/mD91PggCTSKMDFqXwF+Zldn88+a8ZoF5qHKX7hrKbiYHQFu9Ou6PPwZA/OzZNo6m/OKudad5QHOgECUrUYQFC6BzZ0ngNGoEhw5JvxdAWFgYjz32WJkWODqdjj17pEGlssipeMiZHDvFWsshLSIn9opcrgJAnwlibhO90i5XXb8Ozz4LBw5Iv7/9Nkd9fPh08mQ6PP88wbWCATAZ1Iz7IxYjsbzUq9dt36wBu/DkWPAZOZLUtf+SuXMnWYcP49Ssma1DKpd0De3Kvuh9/HXiLxLXJaLRaGjevDlt2rS59f6h08HIkfDdd9Lv/ftLt52cbBe4FTh48CA5OTn4+flRu3ZtW4cjU8rImRw7Jf8MluLgX6UaCALpifFkppQ9w2CpYylVCcpbZZ/SYO1aaNJEEjienvD33zB1KuMmTuTGjRt06NABjVIyGB/xMXM2KAgVsKBOHRwdHW8/VhlfXZUfTWgoHk89BUD81zOLtcxZpmDS0tJo6dUSAYHrhutMnTuVSZMm0a5dOxo1asTvv/8OUVHQsaMkahQKmDYNVqywe4EDcn+cio4scuwQa7Yn1zg64RUkZQjkkhW3l6pK4w3RaITJk6FPH0hOhhYt4MgR6fdc/P39EQQhT+QEBAdQZ/Fi6cHFiyEt7fZj2oHxOD8+w4chqNVkHTpEZm5ZQcY6JCUl0b59eyaPmUxD34YAzN0wl8zMTP777z/CwsLwvXQJmjWDffvAwwP+/RfefLN0/v5LAXleVcVGFjl2iGU5ZHH9OBZkX04+SnNlVXQ0dO0KU6dKv48eDbt2QeXKBW6uUUgix2AyQI8eULu2JHAs5QULdmI8tqAODMTj+f4AxM+aLWdzrMiLL77IjRs3ePfdd+kaKq2yWnJqCZN2TuK012nmPtGejh98ADExmOrWlfw33bvbOGrrIftxZGSRY4dYO/2a58uROx+X3sqqLVugcWPYvh1cXeHXX2H2bNBo7rmLJZOjN+ulksL48dIDs2ZJGSELdmI8zo/P0KEIjo7knDhBxtattg6nXHDixAnWr1/PvHnzqF+/Pn/N+4u41XFEZ0az4doGlp78jvC1X9I/QMGxqlXp5uIC1arZOmyrcvDgQbKzs/H19aVOnTq2DkfGBsgixw6xdvrV0vk45vJF+Vt0XianhFZWmc3w6afw6KPS6pWGDaVvz88++8BdLZkcvUkv3TFwIPj4SIblv/66taGdZXIAVD4+eA0YAORmc8zFm5otA9988w2BgYE89dRTXE+7zoG4A8StjCNudRxmzESviSN2VTzbmrtz6ItJbDlwgOPHj9s6bKsi+3FkZJFjZ1jTj2PBN6wKCqWS7PQ00uLjrHJMu6UkRU5CAvTqBe+9J4mdV1+VfBCFLDlaMjkGswGzaAZHRxgxQnpw+nRp+S+A2pLJKfvG4/x4D34VhYsLuvPnSV+/3tbh2D1t2rRh+vTpqNXq+88/6xtIckgKAKdOnbJt0FbGWgs0ZOwXWeTYGSXRnlyl0eATWhmQfTklVq7as0daPbVhgyROliyRvDR3roy6DxaRA5LQASSRo9VKq7Ispt0847F9iRylhwderwwCIH72HMT8JTiZIvPiiy/y/PPPA7nzzxDvOf8sNjsWAIPBYMuQrYper2f37t2ALHIqMrLIsTNKKv16q19OBRc51m4EKIowYwZ06AA3bkCtWrB/vzQPqIjkFzl5JSt/f8gt8zBjhvRvXrnKvkQOgNfLL6P08EB/7Rqpa/62dTh2TXx8PIsWLUIURYJcghBE7jn/zMXkgkajITQ01NZhWw3ZjyMDssixO0qqPbl/VXmFFXArk2ON1VUpKdCvH7zxhmQMfu45OHgQGjR4qMNZPDmQT+TALQPyypVw+XI+47H9iRyliwverw0BIGHePES9/gF7yNyLI0eO8Prrr7N3716erPIYMati7jn/7NUWr+b1YyovyPOqZEAWOXZFSfhxLOTvfFyhTZ8WT05xy1VHjki9R1aulFZMzZsHP/8sraR6SARBQK1QA/nKVQD16klLykVRWmllx5kcAM8XXkDp64Ph5k1S/vzT1uHYLY8++ig1a9Zk1KhR+H/7Jx0Pp+Lf15fAvoEoBAWBfQPxf8qfBg4NcDG64Ovri1KptHXYVkOeVyUDssixK0rCj2PBJyQMlUaLPjuLpOibVj22XVHccpUowjffQJs2cOWK1PNm927JO2OFb5OWkpXOpLv9gQkTpH+//57s5AwAstOSyMqynxVWFhSOjvi8PgyAhAULMefYz1L4soRCoeD3338n/dIlDJMn80ukjgM932BQvUF0D+tO/2r9GdJmCDv+2MGHH35o63CtiuzHkbEgixw7oiSXQyqUSvwqS5OsYytyyao45aqMDGlZ97Bh0hygxx+XMjrNm1stvLuWkVvo2hWxQQPIzOTG7B8BOHXsEH5+fgwfPpzTp09bLYbSwOPZZ1AFBWKMiyP5519sHY7d0rBhQ/Z37oyr2Uxy1aqEDp6I+wl3jn12jI8f/Zhpk6cxePBgvvrqK1uHalUOHTpEdnY2Pj4+1K1b19bhyNgQWeTYESWdfpU7H/Pw5aozZ6BlS/jpJ1Aqpdk/q1ZJc6isyG0NAfOxYOFCvnOTYq6+5zSYROrWqMzEiRNZvXo1b7/9tl31QFJoNPjmLo9PXLQIU0amjSOyU/buxWv1agDcly8HpRK1Wo2rqyvvvvsukZGRzJ8/H819mlDaI3J/HBkLssixE3Q6XYn5cSxYRM6uDet46aWX+PDDD7l+/XqJnKvMkvMQmZwff5RmTp09C0FBsG1bic3+yeuVY7rlyfn1118ZMWIEZxo1QgwIQDAmQ6IZZ0MiH7aDa0c288svv9jdm737E0+gDgvFlJxM8o/LbR2O/WEywahR0u1XX0XRpg0AAwYM4M8//+Sdd97B39/fhgGWHPK8KhkLssixE0rSj5ORkcGBAwfwz+187GA2cO3qVb7++muqVq1K//79MVcUM3Jeucrjwdvm5MDrr0slqqwsaQ7V0aPQrl2JhWcpV1k8OSaTiUmTJtG3b1+mz53LR7W9+aSBCnwUUsfj3bP54oWmfPXGS6xbt45nnnnGbjI6glqN76jRACR+9z2m1FQbR2RnLF4slUs9PGDKFFtHU2rIfhyZ/Mgix04oqfRrZmYmjz76KE8++SSOHp5oHJ1QCgK//7CUmzdvMn/+fHr16oVCUQH+VMymwjcDvHQJWreGRYukjM2HH8L69eDnV6Ih5pWrcj0569ev59q1a0yePBkh6QpK4TLvb9fzyU7p8U+2ZfH+1hyUF9fhaojnjz/+yPsAsAfcevVEW6M65vR0EpcssXU49kNCArzzjnT7k09K/O+yLHHo0CGysrJkP44MIIscu6Gk/Dhvv/02J0+eZNWqVTg6OeEdHALAxsVzObrmD559vA8vvfQSJpOJgwcPWvXcZQ5d+q3b9ytX/fWXtDz82DHw9ZW6GH/wgeTFKWHu9ORcvnyZHj160KJFCzi6nPc6OPJxRy3vb9Oh/TSN97fp+Lijlvc6ONLW8TJ+fn5s2LChxOO0FoJSic+YMQAk/bAcY2KijSOyE/73P0hOlmajDRtm62hKlfylqgrx5Uzmvsh/AXaATqdjT27LfmuKnNTUVJYsWcKbb75JixYtGPHyQH5Y9Q8grbA6+PdfvNCtMyMGvcTSpUtp3bo1N27csNr5yxyWLI7KAVTaux/X66XGe/36QVoatG0rlacefbTUQrzTkzNmzBjWrVsnZfdSIgCR9zpo0ShBbwKNEt7roAVEhNRIvLy8yMjIKLV4rYFr16441KuHmJVF4uJvbR1O2efQIalUBVJ/JpXKtvGUMvK8Kpn8yCLHDigpP86vv/6KTqfjtddeIzn6JlePHGDD6QtsPC2trvrv5HnWn7rA1cP76dbhERwdHVm2bJnVzl+WMJvNTB4/EoDkbDNLliwhOztfM72ICGk0w8yZ0u9vvglbt0KlSqUa552eHIAbN25InimPUEDgk+26PIGjN8En23WAgMktmJiYGDytvOKrpBEEAd9xYwFIXrECQ2ysjSMqw5jNMHKk1K9pwIAS9YeVRQwGA7t27QJkkSMjUbEkvp2xf/9+du/ezaZNmwBo3769Vf04nTp1YvXKlQSlpLBz+Xc8WrcGoggbTl9g09lLmMxmuteryaN1a3Bt0XxeCAkh/uxZq52/sCQmJvLee+/lzaF57rnnaNasmVWOrzvkRgAAG7JJREFU/eeff9KnTx+0Wi11qwWDEdL1AoMHD+aNN95g5cqVdMjKkj4wkpIkE+eyZVIPHBugVkodjy3lqrNnz1K/fn3WrVtHt2YD+eTzL/KVqLR8sl3H+9t0IAj8b+RL/PxzG6pVq2aT2IuDc7t2ODZrRvbhwyQsXEjgBx/YOqQywaZNm/JWztWsWZPXVSrcDhyQOmtPm2br8Eodix/H29tb9uPIAHImp8xhMBhISEgApA/3Dz74IM9DsXXrVubPn1+8E0RFSf1bJk+mxrBh9H7xRahXj9RtW8Bs5tF6NVAqFJjMZpQKBY/WqwFmM6k7t/PN2bPM/OknyYfSoYNU6589GzZulIZPWnHVjiiKeQZZLy8vIiMjOX/+PMuXL6d58+aEh4cTERFRrHN8+eWXPP300/zxxx8ADHxGEi6hNetz8eJFJk2cSLv166FXL0ngNGsmrVaxkcAB0CqlMprFeFy7dm3q16/Pxx9/jN41BFONnnzcyYH3OjqBoOC9jk583MkBfbVuGN1C6dGjBzVq1LBZ/A+LIAj4jpW8OSm//4G+PJdNH0BaWhonT54EwN/fn5MnT3L8+HFmvPceutzO1+IHH0BgoC3DtAmyH0fmTuRMThlCp9PxxBNPkJiYyP79++nVqxcJCQl4eHiQk5NDq1at0Ol0Dz6QhfR0OHxYmnp94ID0U8CHg9nREXcvH1Ao2Hj6Yp7AMZnNbDx9kW71auDmF0iMwzkCcnKklRs7dkg/+XF1hTp1pJ+6dW/drlKlyKbc9957j88++4wDBw7QokUL/v5bmkhtNBpZu3Yte/bsoVIxSkVHjx7lrbfe4p133uHFF1+ExMtweKn0YGY81QzxvLVxo9TzBkgfOBDXxYtBW4BXpxTQ6XRoNJq8cpXFkyMIAnPmzOHRRx/lqaeeYunSpfgIqXB0ueTR8QhlWP+ePDd8Ms8++yyrVq2ySfzWwLllSxxbtSJ73z4S5s4jaGrFWRZtIS0tjY4dO5KWlsbZs2dp0KAB+/fvByBnyBAcvvuO1EqVcM81a1c05HlVMnch2jlz584Vw8LCRK1WK7Zs2VLcv39/ofdNTU0VATE1NbUEIyw8I0eOFDUajejp7SO2aBkuLvtrnTjym/9En8feFIN6Dhcvx6XnbXtXzAaDKB49KooLF4riq6+KYv36oigIoijlV279KBSi2KCBKA4ZIurmzhXburqKE8eNE5Oibog96tcUAbF7vZriV8/2FrvXk37vUb+mmBR9UxRFUTSlporioUOiuHy5KE6eLIp9+4pirVqiqFTefS7Lj1Yrig0bimL//qL40Uei+NtvonjqlCjqdAU+D2vXrhUB0cvdRWzVsoW4Y+US0fzfB6L4+yuiuPEDUUy4lLftmTNnxOzs7CI/10OGDBGDg4NFg8EgfjD0SfHjTg6i+KGHKH7gJorvu4kfd9CKH/grRLOLizjUzU0cPXp0kc9hLSIiIsSAoACxRXgLcfCvg8X6S+uLC48tvG2b9evXiy4uLuKrr74qiqIoXrhwQVywYIHYv39/Ua1Wi56enuL27dttEb7ViIiIEDtXqiSeqVVbPF27jph96dKDdypnvPTSS6Krq6vo5+svhrcMF9f8sV7c/ddFccOXO8U94UPEZLdKorhli2g0GsXjx4/bOtxSRa/Xi87OziIgnjhxwtbhyJQwhf38FkTRTjqDFcCvv/7KSy+9xMKFCwkPD2fmzJn8/vvvnD9/Hr9C9IVIS0vD3d2d1NRU3NyKOXW6mCQkJBAcHMyQIUOYN28e2kp1cKjcBPc2zwHSN/bUvb/StbYvrWpW4o/p09k1YwbKQ4ekDM3hw5BdwNTpkBBp3EB4uPRvs2bg4pL38HvvvcfUqVNZtWoVa3//lauH9/No/VogAgJsPHUet8rVeX7wa/Tt2/feF6DXw8WLUtffM2ekf8+ehXPnpDlOBaFUQrVqt7I+uf8+/tZbXI2L49SpU7QJUdKtqpL/tXdAoRAQBAWfbs/GVKMng9+dRVhYGD/88AMDBgwo9HOt1+vx8PBg0qRJvP/6s3zyfBPe35pzl4/l445a3vvyH975awvz5s0jOTnZJinwI0eO0KxZM7T+Wrwe9cK7qzddnbsyo9+M2zxaCQkJ5OTkEBwczM8//8zAgQOpUaMGr7/+Oi+//LLdGY7vxPI8fBcSQmsnZw6oVARM/4pu3brZXTfnhyE2NpaQkBBGjx7NjBkzqOpfj9rBzejRbAAKBARRZN3Rnwht6E21epV49913iYqKwsPDw9ahlwr79u2jdevWeHt7ExcXJ5eryjmF/vwuFclVQrRs2VIcOXJk3u8mk0kMCgoSp0yZUqj9y1Im56uvvhK1Wq24adMmUeUZJLq3e1EERPd2L4phb/+T97tHuxfEi5VrF5wxcXMTxa5dRfGdd0Rx1SpRjIp64HkNBoPYt29fUalUip999pmYFH1T3PHTEvHvmV+If8+fKf5v4gTRwcFB7Ny5s2gymYp+YUajKF66JIpr1ojiF1+I4qBBotiypSi6ut478wNisoeHuM1LIX7UUSMC4scdtaL4gZv4cUetCIgfddSK4upl4vsNG4qf1K4tZbCmTxfFjz8WxbfeEsWRI6VzPf20KPbsKYrt24ti06aiWKuWaA4OFg2urqJZrRbFLlpRfM8177gaJbfO96GnKG78QPz1119FQExOTi769VuBw4cPi4BY7cNqYs0va4r1l9YX/Z/1F1uEtxDXr18vms3mu/Yxm80F3m/PWJ6HNZWriGdq1RbP1Kot1tJqxfAW934eyhNffvml6ODgIG7dulX0dask9m4+SATE3s0HiXNf35z3e58Wg8SLp66LKpVKnD9/vq3DLjWmTJkiAuKTTz5p61BkSoFyn8nR6/U4OTnxxx9/3JZhePnll0lJSWF17lC6/Oh0uts8LWlpaYSEhJSJTM7atWu5fv06rVq1osv42bi1eprUPb+QuusnUKrAZMS93Yt4t36Wofv/YsKOZZxUKDim0XBUreawSsVlpRLxIb/RZmZmolAocHR0xGAwkJqaiiiKCIKAg4MDLvmyP1ZBFAkwm6llMlHDaKSmyUTN3Nu+lj/JLlpoo+GTnXre36bLWxL9cUct7z2igT162FwEj1JBPOUI9VSgENB+mpa39Fr3rhsmM6y+rGDQ3ybS09Px8fGxScbAYDCQkpJCtQ+r4VjZEQB9gp7IeZFkX81GpVHh7Ohc7oYs3onlefgjrDJ1HRwASDQaGX7zBqdyctCqVDg4l9/nwWg0YjabEQSB9jX78Wjj51l/5EfWHlqKSqHGaDbQu/kgujV5gV3nVvHXnm/QaDTWf+2WUdLS0tDpdMyaNYsxFdSTVJEobCbHbo3HCQkJmEymuwbM+fv7c+7cuQL3mTJlCh999FFphFdkevfuDUgpeZW7VGrzaPs8qXt/BZMRlCo82j6PyWxiiYc/HwA6s1man5STY7U47mwUJ4oi2dnZt/eMsRLxwMkC7vcG6gDT3RW0QGpm9+lO3W3N7USzSKq7gjNAJpCR+++dt+/3WAbwRqqZ0cCUAnrLTH5Ew/nYbNLTJSFlWfVWFtD4aKj6flVifokhcUMiqaZUMNk6qtLHW6Xi19AwpsXHsSw5GVNqKhVhwpWXawAAPZsNZMORnzCaDagUano2G4jZbMJF44XJZCqx125ZRavV0qdPH1uHIVOGsFuR8zBMnjyZCblLLOFWJqcskJGRwYr/t3fvQVGW7R/AvwvLLqDCIsQuKAgqiQkZgiCeapKfJEx2MCkiMytPQUH5qvkzszfH4LWmmVLDwxT4MxRlXg+pqIOIGgxCECDrKupoQurCGC7n816/P3h5dAkNfYHdnr0+M8zo3je79/Udn32uWZ/72V274Ovri/aaKgCALme30OCgox26nN1QBEdgfOCTuJk1BKuWLcMrr7xi5JX3vT179qChoQGZJZsxUYIeb263apocv00OxU5nFdRqNbZs2fJQr7F161Zs27YN01bswBfxb2FtD/eWIUgQmXAQs78Z3k+V9o5Go0FERITwdyJCvboetw/eRsOVBvg86YPY92MRHBxsxFX2v55yyGlswObqOyhpbMB4Hx/ExIo3h+rqamzfvh3Tp0/Hoe1nAQBHC3cKDU67vg1HC3cidMLrCJg8Hrk3vBEZGYk5c+YYeeUDR6lUwsnJydjLYCbkb9vkODk5wdLSEpXd7n5aWVkJlUrV4+/I5XLIjbQF+K/cuHEDixcvxrp161BfmgHSt6MmOwX2U6OgmBIJXc5u1GSnQCIB/rVvK7a//zykUilsbW2NvfQ+V1JSAo1GA1S3oa2DsPZU658bEIkEn6Z9hUTHUejo6IDlQ25RX716NVJSUrBs/XeYOvp/8LkkA2uetgFA/7nHjATNHiHYtCsdn332mVEv2r33v1jrSuvwx8E/UH+lHhODJmLdpnVmc+FtVw4EILuhHpvv3EFJQwOCJk7EsXXiz6G6uhppaWkYMmQIci8eQ4e+A0cKkhEe8BZm+c/D0cKdOFKQDIkE2Hl4M5b+cw70ev1DHxuMicnftsmRyWTw9/dHZmamcE2OXq9HZmYmYmJijLu4RzBmzBjMnDkTmzZtQvudSjRf+xX2U16HIvhVSAA4Tn0dEgkQ5GoNScNt2DmNMPaS+01cXByeffZZAMDxKx347GkZVk2TQw8JPvlPA9LkMQPfphzB+++//0hv4kqlEocOHcKsWbNw86Yzsv59HKg6CejK0WythLudDP/cuBM6XY7J7Ez6PfF3tFS2mF1z090y7S2Ut7SYTXPTZejQoViwYAG+//57tLS0QFPxC8L830TohNcBEMImzoNEAtiq9CjW5OOZZ57hBoexfr8Euh+lpqaSXC6n5ORk0mg0tGjRIlIoFKTVanv1+6a0u4qI6PfffycXFxeytJLR42O86f/2HaWEdA3F7PqV1v10jjZ8l0QKhYLCw8ONvdR+t2bNGrKyADkOVdCJvduE++S0pv8v7UmMp1GjRpGTkxNdv379v3odtVpN7777LrW1tRERkY+PDwEgqVRKERERdPHixT6o5r9TUVFBLsNcHribyhxUVFTQcJXKbHZT9aSxsZEmTZpElhZS8vDwvHufnO2ldDSpkFb/4zOSyWQ0e/Zss8yHmY/enr//1k0OEdHGjRvJ3d2dZDIZBQYG0tmzZ3v9u6bW5BB1vpFPmzaNEhISiIgoPT2dwsLCyMHBgSQSCc2ZM4d0Op2RVzkwduzYQZGRkUTUuSXaw8ODBg0aRBKJhMLCwuhKP9wMLiUlhZKSkuhmL7bfD6Tm5mY+aRHnQETU1NREMTExtGVL5w0hDx48SCNGjCCJREL29va0YsUKarnPjTYZEwvRbyHvC6Z0M8Du9Ho9LCwscOLECWzatAljx47FwoULMXLkSGMvzShaW1vx+eefw87ODnPnzoWnp6exl8SYSSgpKcGePXvg5eWFiIgIDBo0yNhLYqzf9fb8zU2OiTY5jDHGGOtZb8/ffN9rxhhjjIkSNzmMMcYYEyVuchhjjDEmStzkMMYYY0yUuMlhjDHGmChxk8MYY4wxUeImhzHGGGOixE0OY4wxxkSJmxzGGGOMiRI3OYwxxhgTJW5yGGOMMSZKUmMvwJi6vrartrbWyCthjDHGWG91nbf/6us3zbrJqaurAwC4ubkZeSWMMcYYe1h1dXWwt7e/77hZfwu5Xq/HzZs3MWTIEEgkEmMvp0e1tbVwc3NDRUWFWX9TOudwF2fRiXPoxDl04hw6mUsORIS6ujq4urrCwuL+V96Y9Sc5FhYWGD58uLGX0St2dnai/gfbW5zDXZxFJ86hE+fQiXPoZA45POgTnC584TFjjDHGRImbHMYYY4yJEjc5Jk4ul2Pt2rWQy+XGXopRcQ53cRadOIdOnEMnzqET52DIrC88Zowxxph48Sc5jDHGGBMlbnIYY4wxJkrc5DDGGGNMlLjJYYwxxpgocZPDGGOMMVHiJsfEbd68GR4eHrC2tkZQUBDy8/ONvaRHFh8fj4kTJ2LIkCFwdnbGiy++iLKyMoM5zc3NiI6OhqOjIwYPHow5c+agsrLSYE55eTnCw8Nha2sLZ2dnLF++HO3t7QZzTp06hQkTJkAul2P06NFITk7u7/IeWUJCAiQSCeLi4oTHzCWHGzdu4I033oCjoyNsbGzg6+uLgoICYZyI8Omnn8LFxQU2NjYICQnB5cuXDZ6juroaUVFRsLOzg0KhwDvvvIP6+nqDOefOncO0adNgbW0NNzc3bNiwYUDq642Ojg6sWbMGnp6esLGxwahRo7Bu3TqDLx4Uaw5nzpzB888/D1dXV0gkEhw4cMBgfCDrTktLg7e3N6ytreHr64v09PQ+r/d+HpRDW1sbVq5cCV9fXwwaNAiurq548803cfPmTYPnEEMO/YKYyUpNTSWZTEY//PADnT9/nhYuXEgKhYIqKyuNvbRHEhoaSklJSaRWq6m4uJjCwsLI3d2d6uvrhTlLliwhNzc3yszMpIKCApo0aRJNnjxZGG9vbycfHx8KCQmhoqIiSk9PJycnJ1q1apUw5+rVq2Rra0sfffQRaTQa2rhxI1laWtKxY8cGtN7eyM/PJw8PD3ryyScpNjZWeNwccqiurqYRI0bQW2+9RXl5eXT16lU6fvw4XblyRZiTkJBA9vb2dODAASopKaHZs2eTp6cnNTU1CXOee+45Gj9+PJ09e5Z+/vlnGj16NEVGRgrjNTU1pFQqKSoqitRqNe3evZtsbGxo69atA1rv/axfv54cHR3p8OHDdO3aNUpLS6PBgwfTN998I8wRaw7p6em0evVq2rdvHwGg/fv3G4wPVN05OTlkaWlJGzZsII1GQ5988glZWVlRaWlpv2dA9OAcdDodhYSE0J49e+jixYuUm5tLgYGB5O/vb/AcYsihP3CTY8ICAwMpOjpa+HtHRwe5urpSfHy8EVfVd6qqqggAnT59mog6D2YrKytKS0sT5ly4cIEAUG5uLhF1vhlYWFiQVqsV5iQmJpKdnR21tLQQEdGKFSto3LhxBq/16quvUmhoaH+X9FDq6urIy8uLMjIy6OmnnxaaHHPJYeXKlTR16tT7juv1elKpVPTll18Kj+l0OpLL5bR7924iItJoNASAfvnlF2HO0aNHSSKR0I0bN4iI6LvvviMHBwchl67XHjNmTF+X9EjCw8Pp7bffNnjs5ZdfpqioKCIynxy6n9wHsu6IiAgKDw83WE9QUBAtXry4T2vsjZ6ave7y8/MJAF2/fp2IxJlDX+H/rjJRra2tKCwsREhIiPCYhYUFQkJCkJuba8SV9Z2amhoAwNChQwEAhYWFaGtrM6jZ29sb7u7uQs25ubnw9fWFUqkU5oSGhqK2thbnz58X5tz7HF1zTC236OhohIeH/2mt5pLDTz/9hICAAMydOxfOzs7w8/PD9u3bhfFr165Bq9Ua1GBvb4+goCCDHBQKBQICAoQ5ISEhsLCwQF5enjBn+vTpkMlkwpzQ0FCUlZXhzp07/V3mX5o8eTIyMzNx6dIlAEBJSQmys7Mxa9YsAOaTQ3cDWbepHyvd1dTUQCKRQKFQADDfHHqDmxwTdfv2bXR0dBicxABAqVRCq9UaaVV9R6/XIy4uDlOmTIGPjw8AQKvVQiaTCQdul3tr1mq1PWbSNfagObW1tWhqauqPch5aamoqfv31V8THx/9pzFxyuHr1KhITE+Hl5YXjx49j6dKl+OCDD7Bjxw4Ad+t40DGg1Wrh7OxsMC6VSjF06NCHysqYPv74Y7z22mvw9vaGlZUV/Pz8EBcXh6ioKADmk0N3A1n3/eaYYi7Nzc1YuXIlIiMjhW8ZN8ccektq7AUw8xQdHQ21Wo3s7GxjL2XAVVRUIDY2FhkZGbC2tjb2coxGr9cjICAAX3zxBQDAz88ParUaW7Zswfz58428uoGzd+9epKSkYNeuXRg3bhyKi4sRFxcHV1dXs8qB/bW2tjZERESAiJCYmGjs5fwt8Cc5JsrJyQmWlpZ/2lFTWVkJlUplpFX1jZiYGBw+fBhZWVkYPny48LhKpUJrayt0Op3B/HtrVqlUPWbSNfagOXZ2drCxsenrch5aYWEhqqqqMGHCBEilUkilUpw+fRrffvstpFIplEqlWeTg4uKCJ554wuCxsWPHory8HMDdOh50DKhUKlRVVRmMt7e3o7q6+qGyMqbly5cLn+b4+vpi3rx5+PDDD4VP+cwlh+4Gsu77zTGlXLoanOvXryMjI0P4FAcwrxweFjc5Jkomk8Hf3x+ZmZnCY3q9HpmZmQgODjbiyh4dESEmJgb79+/HyZMn4enpaTDu7+8PKysrg5rLyspQXl4u1BwcHIzS0lKDA7rrgO86YQYHBxs8R9ccU8ltxowZKC0tRXFxsfATEBCAqKgo4c/mkMOUKVP+dAuBS5cuYcSIEQAAT09PqFQqgxpqa2uRl5dnkINOp0NhYaEw5+TJk9Dr9QgKChLmnDlzBm1tbcKcjIwMjBkzBg4ODv1WX281NjbCwsLwrdjS0hJ6vR6A+eTQ3UDWberHSleDc/nyZZw4cQKOjo4G4+aSwyMx9pXP7P5SU1NJLpdTcnIyaTQaWrRoESkUCoMdNX8nS5cuJXt7ezp16hTdunVL+GlsbBTmLFmyhNzd3enkyZNUUFBAwcHBFBwcLIx3bZ2eOXMmFRcX07Fjx+ixxx7rcev08uXL6cKFC7R582aT2jrdk3t3VxGZRw75+fkklUpp/fr1dPnyZUpJSSFbW1v68ccfhTkJCQmkUCjo4MGDdO7cOXrhhRd63ELs5+dHeXl5lJ2dTV5eXgZbZ3U6HSmVSpo3bx6p1WpKTU0lW1tbk9lCPn/+fBo2bJiwhXzfvn3k5OREK1asEOaINYe6ujoqKiqioqIiAkBff/01FRUVCbuGBqrunJwckkql9NVXX9GFCxdo7dq1A7p1+kE5tLa20uzZs2n48OFUXFxs8N55704pMeTQH7jJMXEbN24kd3d3kslkFBgYSGfPnjX2kh4ZgB5/kpKShDlNTU303nvvkYODA9na2tJLL71Et27dMnie3377jWbNmkU2Njbk5OREy5Yto7a2NoM5WVlZ9NRTT5FMJqORI0cavIYp6t7kmEsOhw4dIh8fH5LL5eTt7U3btm0zGNfr9bRmzRpSKpUkl8tpxowZVFZWZjDnjz/+oMjISBo8eDDZ2dnRggULqK6uzmBOSUkJTZ06leRyOQ0bNowSEhL6vbbeqq2tpdjYWHJ3dydra2saOXIkrV692uAEJtYcsrKyenxPmD9/PhENbN179+6lxx9/nGQyGY0bN46OHDnSb3V396Acrl27dt/3zqysLOE5xJBDf5AQ3XNbTcYYY4wxkeBrchhjjDEmStzkMMYYY0yUuMlhjDHGmChxk8MYY4wxUeImhzHGGGOixE0OY4wxxkSJmxzGGGOMiRI3OYwxxhgTJW5yGGOMMSZK3OQwxhhjTJS4yWGMMcaYKP0/6TqwSnuwEAUAAAAASUVORK5CYII=\n", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -314,90 +350,101 @@ "metadata": {}, "output_type": "display_data" }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "INFO: checking out_of_order\n", + "INFO: checking system\n", + "INFO: checking solvers\n", + "INFO: checking dup_inputs\n", + "INFO: checking missing_recorders\n", + "INFO: checking unserializable_options\n", + "INFO: checking comp_has_no_outputs\n", + "INFO: checking auto_ivc_warnings\n", + "INFO: checking out_of_order\n", + "INFO: checking system\n", + "INFO: checking solvers\n", + "INFO: checking dup_inputs\n", + "INFO: checking missing_recorders\n", + "INFO: checking unserializable_options\n", + "INFO: checking comp_has_no_outputs\n", + "INFO: checking auto_ivc_warnings\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\mavar\\Anaconda3\\envs\\topfarm\\lib\\site-packages\\openmdao\\core\\group.py:1957: UnitsWarning:<model> <class Group>: Input 'cost_comp.comp_1.x' with units of 'm' is connected to output 'indeps.x' which has no units.\n", + "C:\\Users\\mavar\\Anaconda3\\envs\\topfarm\\lib\\site-packages\\openmdao\\core\\group.py:1957: UnitsWarning:<model> <class Group>: Input 'cost_comp.comp_1.y' with units of 'm' is connected to output 'indeps.y' which has no units.\n" + ] + }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] }, "metadata": {}, "output_type": "display_data" - }, - { - "ename": "KeyboardInterrupt", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m<ipython-input-20-4fed13948551>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 44\u001b[0m plot_comp=plot_comp)\n\u001b[1;32m 45\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 46\u001b[0;31m \u001b[0mcost\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstate\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrecorder\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mproblem\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moptimize\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m~/Projects/2021-course wind farm design/Industry week/topfarm/TopFarm2/topfarm/_topfarm.py\u001b[0m in \u001b[0;36moptimize\u001b[0;34m(self, state, disp)\u001b[0m\n\u001b[1;32m 444\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetup\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 445\u001b[0m \u001b[0mt\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtime\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 446\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun_driver\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 447\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcleanup\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 448\u001b[0m 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"source": [ - "## Some user options\n", - "#@markdown Which IRR Cost model to use\n", - "IRR_COST = 'DTU' #@param [\"DTU\", \"NREL\"]\n", - "\n", - "#@markdown Minimum spacing between the turbines\n", + "#specify minimum spacing between turbines\n", "min_spacing = 2 #@param {type:\"slider\", min:2, max:10, step:1}\n", "\n", - "#@markdown Minimum spacing between the turbines\n", + "#specify the cable cost\n", "cable_cost_per_meter = 750. #@param {type:\"slider\", min:0, max:10000, step:1}\n", "\n", - "## Electrical grid cable components (Minimum spanning tree from Topfarm report 2010)\n", + "# Electrical grid cable components (Minimum spanning tree from Topfarm report 2010)\n", "elnetlength = ElNetLength(n_wt=n_wt)\n", "elnetcost = ElNetCost(n_wt=n_wt, output_key='electrical_connection_cost', cost_per_meter=cable_cost_per_meter)\n", "\n", "# The Topfarm IRR cost model components\n", - "irr_dtu_comp = CostModelComponent(input_keys=[('aep',np.zeros(n_wt)), ('electrical_connection_cost', 0.0)], n_wt=n_wt, \n", - " cost_function=irr_dtu, output_key=\"irr\", output_unit=\"%\", objective=True, \n", - " income_model=True)\n", - "irr_nrel_comp = CostModelComponent(input_keys=[('aep', np.zeros(n_wt)), ('electrical_connection_cost', 0.0)], n_wt=n_wt, \n", - " cost_function=irr_nrel, output_key=\"irr\", output_unit=\"%\", objective=True, \n", - " income_model=True)\n", + "irr_dtu_comp = CostModelComponent(input_keys=[('aep',np.zeros(n_wt)), ('electrical_connection_cost', 0.0)],\n", + " n_wt=n_wt, \n", + " cost_function=irr_dtu,\n", + " output_keys=\"irr\",\n", + " output_unit=\"%\",\n", + " objective=True, \n", + " maximize=True)\n", + "\n", + "irr_nrel_comp = CostModelComponent(input_keys=[('aep', np.zeros(n_wt)), ('electrical_connection_cost', 0.0)],\n", + " n_wt=n_wt, \n", + " cost_function=irr_nrel,\n", + " output_keys=\"irr\",\n", + " output_unit=\"%\",\n", + " objective=True, \n", + " maximize=True)\n", + "\n", + "## User-defined cost model\n", "irr_cost_models = {'DTU': irr_dtu_comp, 'NREL': irr_nrel_comp}\n", "\n", + "#select which IRR cost model to use\n", + "IRR_COST = 'DTU' #@param [\"DTU\", \"NREL\"]\n", "\n", - "## The Topfarm AEP component, returns an array of AEP per turbine\n", - "aep_comp = CostModelComponent(input_keys=['x','y'], n_wt=n_wt, cost_function=aep_func, \n", - " output_key=\"aep\", output_unit=\"GWh\", objective=False, output_val=np.zeros(n_wt))\n", + "# The Topfarm AEP component, returns an array of AEP per turbine\n", + "aep_comp = CostModelComponent(input_keys=['x','y'],\n", + " n_wt=n_wt,\n", + " cost_function=aep_func, \n", + " output_keys=\"aep\",\n", + " output_unit=\"GWh\",\n", + " objective=False,\n", + " output_vals=np.zeros(n_wt))\n", "\n", - "## Plotting component\n", + "# Plotting component\n", "plot_comp = XYCablePlotComp(memory=0, plot_improvements_only=False, plot_initial=False)\n", "\n", - "\n", - "## The group containing all the components\n", + "# The group containing all the components\n", "group = TopFarmGroup([aep_comp, elnetlength, elnetcost, irr_cost_models[IRR_COST]])\n", "\n", "problem = TopFarmProblem(\n", " design_vars={'x':site.initial_position[:,0],\n", " 'y':site.initial_position[:,1]},\n", " cost_comp=group,\n", + " n_wt = n_wt,\n", " driver=EasyRandomSearchDriver(randomize_func=RandomizeTurbinePosition_Circle(), max_iter=100),\n", " constraints=[SpacingConstraint(min_spacing * windTurbines.diameter(0)),\n", " XYBoundaryConstraint(site.boundary)],\n", @@ -412,70 +459,15 @@ "metadata": {}, "source": [ "### Exercises\n", + "\n", "- Try to see what is the effect of increasing or decreasing the cost of the cable\n", "- Change between IRR cost model. Ask Witold about the difference between DTU and NREL models" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -489,7 +481,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.5" + "version": "3.9.13" } }, "nbformat": 4, diff --git a/docs/source/advanced_examples.rst b/docs/source/advanced_examples.rst new file mode 100644 index 0000000000000000000000000000000000000000..259a589d8dd568e6245c79628c611c6aa31dbb30 --- /dev/null +++ b/docs/source/advanced_examples.rst @@ -0,0 +1,29 @@ +.. _advanced_examples: + +Advanced Examples +=================== + +These examples are a collection of Jupyter notebooks for demonstrating bits +of code. You can look at them in your web browser, or if you click on the +"Try this yourself" link at the top of the page, you can run the notebook +off of your personal Google account. Alternatively, the source code for the +notebooks is `here on GitLab <https://gitlab.windenergy.dtu.dk/TOPFARM/TopFarm2/tree/master/docs/notebooks>`_. + +You can also `launch them via Binder <https://mybinder.org/v2/git/https%3A%2F%2Fgitlab.windenergy.dtu.dk%2FTOPFARM%2FTopFarm2.git/HEAD>`_ where no user account is required. + +In this section, more complex configurations for wind farm optimization are shown. These allow the user to get insights into TOPFARM's capabilities when it comes to solving challenging optimization problems. + +.. toctree:: + :caption: Contents + :maxdepth: 1 + + advanced_examples_nblinks/hub_height_optimization_nb + advanced_examples_nblinks/unconstrained_wake_steering_nb + advanced_examples_nblinks/roads_and_cables_nb + advanced_examples_nblinks/wake_steering_and_loads_nb + advanced_examples_nblinks/layout_and_loads_nb + advanced_examples_nblinks/bathymetry_nb + advanced_examples_nblinks/exclusion_zones_nb + advanced_examples_nblinks/mongodb_nb + advanced_examples_nblinks/regular_grid_optimization_nb + diff --git a/docs/source/advanced_examples_nblinks/bathymetry_nb.nblink b/docs/source/advanced_examples_nblinks/bathymetry_nb.nblink new file mode 100644 index 0000000000000000000000000000000000000000..0a5e73b29d17b0c778fef840851175d1598c46c7 --- /dev/null +++ b/docs/source/advanced_examples_nblinks/bathymetry_nb.nblink @@ -0,0 +1,3 @@ +{ + "path": "../../notebooks/bathymetry.ipynb" +} \ No newline at end of file diff --git a/docs/source/advanced_examples_nblinks/exclusion_zones_nb.nblink b/docs/source/advanced_examples_nblinks/exclusion_zones_nb.nblink new file mode 100644 index 0000000000000000000000000000000000000000..88bcff01a5c5c25ee46fb8a4dec40a97e40f89d9 --- /dev/null +++ b/docs/source/advanced_examples_nblinks/exclusion_zones_nb.nblink @@ -0,0 +1,3 @@ +{ + "path": "../../notebooks/exclusion_zones.ipynb" +} \ No newline at end of file diff --git a/docs/source/advanced_examples_nblinks/hub_height_optimization_nb.nblink b/docs/source/advanced_examples_nblinks/hub_height_optimization_nb.nblink new file mode 100644 index 0000000000000000000000000000000000000000..a8849a442360ccc32fc48817c8da66379593eebe --- /dev/null +++ b/docs/source/advanced_examples_nblinks/hub_height_optimization_nb.nblink @@ -0,0 +1,3 @@ +{ + "path": "../../notebooks/hub_height_optimization.ipynb" +} \ No newline at end of file diff --git a/docs/source/advanced_examples_nblinks/layout_and_loads_nb.nblink b/docs/source/advanced_examples_nblinks/layout_and_loads_nb.nblink new file mode 100644 index 0000000000000000000000000000000000000000..3dbdcc2a5a5ed3b425c05be05d170c8c20dd320f --- /dev/null +++ b/docs/source/advanced_examples_nblinks/layout_and_loads_nb.nblink @@ -0,0 +1,3 @@ +{ + "path": "../../notebooks/layout_and_loads.ipynb" +} \ No newline at end of file diff --git a/docs/source/advanced_examples_nblinks/mongodb_nb.nblink b/docs/source/advanced_examples_nblinks/mongodb_nb.nblink new file mode 100644 index 0000000000000000000000000000000000000000..f869cb1fbb9f8decd2662f2cd9fa9f569673f221 --- /dev/null +++ b/docs/source/advanced_examples_nblinks/mongodb_nb.nblink @@ -0,0 +1,3 @@ +{ + "path": "../../notebooks/MongoDB_recorder.ipynb" +} \ No newline at end of file diff --git a/docs/source/advanced_examples_nblinks/openmdao_checks.out b/docs/source/advanced_examples_nblinks/openmdao_checks.out new file mode 100644 index 0000000000000000000000000000000000000000..71c783ee6ce1cf6a4f1086dbaead8d01af2eae91 --- /dev/null +++ b/docs/source/advanced_examples_nblinks/openmdao_checks.out @@ -0,0 +1,16 @@ +INFO: checking out_of_order +INFO: checking system +INFO: checking solvers +INFO: checking dup_inputs +INFO: checking missing_recorders +INFO: checking unserializable_options +INFO: checking comp_has_no_outputs +INFO: checking auto_ivc_warnings +INFO: checking out_of_order +INFO: checking system +INFO: checking solvers +INFO: checking dup_inputs +INFO: checking missing_recorders +INFO: checking unserializable_options +INFO: checking comp_has_no_outputs +INFO: checking auto_ivc_warnings diff --git a/docs/source/advanced_examples_nblinks/regular_grid_optimization_nb.nblink b/docs/source/advanced_examples_nblinks/regular_grid_optimization_nb.nblink new file mode 100644 index 0000000000000000000000000000000000000000..e56c1e5b5ea46701d4793b277f7583111fc60022 --- /dev/null +++ b/docs/source/advanced_examples_nblinks/regular_grid_optimization_nb.nblink @@ -0,0 +1,3 @@ +{ + "path": "../../notebooks/regular_grid_optimization.ipynb" +} \ No newline at end of file diff --git a/docs/source/advanced_examples_nblinks/roads_and_cables_nb.nblink b/docs/source/advanced_examples_nblinks/roads_and_cables_nb.nblink new file mode 100644 index 0000000000000000000000000000000000000000..b671d0be98f7eb6bae6334e53575a34891335c9a --- /dev/null +++ b/docs/source/advanced_examples_nblinks/roads_and_cables_nb.nblink @@ -0,0 +1,3 @@ +{ + "path": "../../notebooks/roads_and_cables.ipynb" +} \ No newline at end of file diff --git a/docs/source/advanced_examples_nblinks/unconstrained_wake_steering_nb.nblink b/docs/source/advanced_examples_nblinks/unconstrained_wake_steering_nb.nblink new file mode 100644 index 0000000000000000000000000000000000000000..e2d0f78b5ebae4f2f7b378005ef21a16e0c71dc0 --- /dev/null +++ b/docs/source/advanced_examples_nblinks/unconstrained_wake_steering_nb.nblink @@ -0,0 +1,3 @@ +{ + "path": "../../notebooks/unconstrained_wake_steering.ipynb" +} \ No newline at end of file diff --git a/docs/source/advanced_examples_nblinks/wake_steering_and_loads_nb.nblink b/docs/source/advanced_examples_nblinks/wake_steering_and_loads_nb.nblink new file mode 100644 index 0000000000000000000000000000000000000000..0ab4df26fbbded92566a9ccab9d219d37d9c8189 --- /dev/null +++ b/docs/source/advanced_examples_nblinks/wake_steering_and_loads_nb.nblink @@ -0,0 +1,3 @@ +{ + "path": "../../notebooks/wake_steering_and_loads.ipynb" +} \ No newline at end of file diff --git a/docs/source/api.rst b/docs/source/api.rst index 581332c0a73e5bee5b901821ac966b3e5d4cfa8e..b5b0e96c8b3364be33bfc03b4b3ad0a33807b3cd 100644 --- a/docs/source/api.rst +++ b/docs/source/api.rst @@ -6,7 +6,7 @@ API Reference .. toctree:: :caption: Reference guide - :maxdepth: 2 + :maxdepth: 1 api_reference/topfarmproblem api_reference/cost diff --git a/docs/source/basic_examples_nblinks/constraints_nb.nblink b/docs/source/basic_examples_nblinks/constraints_nb.nblink new file mode 100644 index 0000000000000000000000000000000000000000..614cb81d3c3baf08bd4bd180d2746f18b2b07d59 --- /dev/null +++ b/docs/source/basic_examples_nblinks/constraints_nb.nblink @@ -0,0 +1,3 @@ +{ + "path": "../../notebooks/constraints.ipynb" +} \ No newline at end of file diff --git a/docs/source/basic_examples_nblinks/cost_models_nb.nblink b/docs/source/basic_examples_nblinks/cost_models_nb.nblink new file mode 100644 index 0000000000000000000000000000000000000000..dc650a6d8a866549e5ab8187a9ca5d708a39590c --- /dev/null +++ b/docs/source/basic_examples_nblinks/cost_models_nb.nblink @@ -0,0 +1,3 @@ +{ + "path": "../../notebooks/cost_models.ipynb" +} \ No newline at end of file diff --git a/docs/source/basic_examples_nblinks/design_variables_nb.nblink b/docs/source/basic_examples_nblinks/design_variables_nb.nblink new file mode 100644 index 0000000000000000000000000000000000000000..b617528861bd61415a72ca1d7cb5d158b69cfc4b --- /dev/null +++ b/docs/source/basic_examples_nblinks/design_variables_nb.nblink @@ -0,0 +1,3 @@ +{ + "path": "../../notebooks/design_variables.ipynb" +} \ No newline at end of file diff --git a/docs/source/basic_examples_nblinks/drivers_nb.nblink b/docs/source/basic_examples_nblinks/drivers_nb.nblink new file mode 100644 index 0000000000000000000000000000000000000000..e6aac318786ae8142bf7eead7ebd9453f0527c93 --- /dev/null +++ b/docs/source/basic_examples_nblinks/drivers_nb.nblink @@ -0,0 +1,3 @@ +{ + "path": "../../notebooks/drivers.ipynb" +} \ No newline at end of file diff --git a/docs/source/basic_examples_nblinks/problems_nb.nblink b/docs/source/basic_examples_nblinks/problems_nb.nblink new file mode 100644 index 0000000000000000000000000000000000000000..cccb98aea0818f8f0ee1979d6e7c67dcc90356ad --- /dev/null +++ b/docs/source/basic_examples_nblinks/problems_nb.nblink @@ -0,0 +1,3 @@ +{ + "path": "../../notebooks/problems.ipynb" +} \ No newline at end of file diff --git a/docs/source/installation.rst b/docs/source/installation.rst index 7166fbf806d95ef6fe3cd9fd71cefc9a44ccc43e..4e4dd851ec35c3cae6b222e6b9bce9bcad37e8af 100644 --- a/docs/source/installation.rst +++ b/docs/source/installation.rst @@ -1,18 +1,14 @@ .. _installation: -Installation +Installation Guide =========================== Pre-Installation ---------------------------- +Before you can install the software, you must first have a working Python distribution with a package manager. For all platforms we recommend that you download and install Anaconda - a professional grade, full-blown scientific Python distribution. -Before you can install the software, you must first have a working Python -distribution with a package manager. For all platforms we recommend that you -download and install Anaconda - a professional grade, full-blown scientific -Python distribution. - -Install Anaconda, activate root environment: +To set up Anaconda, you should: * Download and install Anaconda (Python 3.x version, 64 bit installer is recommended) from https://www.continuum.io/downloads @@ -24,23 +20,23 @@ Install Anaconda, activate root environment: ``>> activate`` -If you have other Python programs besides TOPFARM, it is a good idea to install -each program in its own environment to ensure that the dependencies for the -different packages do not conflict with one another. The commands to create and -then activate an environment in an Anaconda prompt are:: +It is recommended to create a new environment to install TOPFARM if you have other Python programs. This ensures that the dependencies for the different packages do not conflict with one another. In the command prompt, create and active an environment with:: - conda create --name topfarm python=3.6 + conda create --name topfarm python=3.8 activate topfarm Simple Installation ---------------------------- +TOPFARM’s base code is open-sourced and freely available on `GitLab +<https://gitlab.windenergy.dtu.dk/TOPFARM/TopFarm2>`_ (MIT license). + * Install from PyPi.org (official releases):: pip install topfarm -* Install from GitLab (includes any recent updates):: +* Install from GitLab (includes latest updates):: pip install git+https://gitlab.windenergy.dtu.dk/TOPFARM/TopFarm2.git @@ -49,10 +45,7 @@ Simple Installation Developer Installation ------------------------------- -We highly recommend developers install TOPFARM into its own environment. (See -instructions above.) The commands to clone and install TOPFARM with developer -options into the current active environment in an Anaconda Prommpt are as -follows:: +We highly recommend developers to install TOPFARM into the environment created previously. The commands to clone and install TOPFARM with developer options into the current active environment in an Anaconda Prompt are as follows:: git clone https://gitlab.windenergy.dtu.dk/TOPFARM/TopFarm2.git cd TopFarm2 diff --git a/topfarm/cost_models/py_wake_wrapper.py b/topfarm/cost_models/py_wake_wrapper.py index f349d23e0994d2c07f3ebf68036c672e911c8b3f..e22d3de9949caf0a0e4a1940a5e0f22783f0b5e1 100644 --- a/topfarm/cost_models/py_wake_wrapper.py +++ b/topfarm/cost_models/py_wake_wrapper.py @@ -9,11 +9,10 @@ from topfarm.drivers.random_search_driver import RandomizeTurbinePosition_Circle from py_wake.deficit_models.gaussian import IEA37SimpleBastankhahGaussian import topfarm import numpy as np - +from scipy.interpolate import RegularGridInterpolator import warnings from py_wake.flow_map import Points from py_wake.utils.gradients import autograd -from scipy.interpolate import RegularGridInterpolator class PyWakeAEP(AEPCalculator):