{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\"Open\n", "\n", "[Open this tutorial in Google Colab](https://colab.research.google.com/github/konkolyseismolab/seismolab/blob/master/docs/source/template_fitting.ipynb)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Template fitting\n", "\n", "Template fitting method calculates the amplitude, phase and zero point variation of a modulated time series by fitting a template defined by using the Fourier solution of the complete data set with the main pulsation frequency and its 𝑛 harmonics.\n", "\n", "The method works as follows:\n", "\n", "- First, using `seismolab.fourier`, it calculates a Lomb-Scargle spectrum and derives the frequency of the main peak in the spectrum,\n", "- It also derives the harmonics of the main peak,\n", "- Then, creates a template using this series of Fourier harmonics,\n", "- Splits the light curve into overlapping chunks; the lengths are specified proportion to the main period,\n", "- And finally fits the template to each chunk to yield the amplitude, phase and zero point at each time step.\n", "\n", "__Note:__ this method yields the variation of the global parameters; not the individual Fourier amplitudes and phase. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## __How to use__" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from seismolab.template import TemplateFitter\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import pandas as pd" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We load as an example the Blazhko modulated light curve of T Men from TESS Sector 1." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "lc = pd.read_csv(\"https://mast.stsci.edu/api/v0.1/Download/file/?uri=mast:HLSP/qlp/s0001/0000/0000/4041/2372/hlsp_qlp_tess_ffi_s0001-0000000040412372_tess_v01_llc.txt\")\n", "\n", "# Store results in separate arrays for clarity\n", "time = lc.iloc[:,0]\n", "brightness = lc.iloc[:,1]\n", "brightness_error = np.ones_like(time)*0.01" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(time, brightness)\n", "plt.xlabel(\"TBJD\")\n", "plt.ylabel(\"Normalized flux\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Performing a template fitting\n", "\n", "We initialize the `TemplateFitter` by passing the light curve. Passing the measurement errors is optional, but without it the estimated errors will be unrealistic!" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "fitter = TemplateFitter(time, brightness, brightness_error)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The template fitting is done by calling `fit`." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ba64eccec7784126b8d04f7ebb1dc2bd", "version_major": 2, "version_minor": 0 }, "text/plain": [ "0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "times, amp, amperr, phase, phaseerr, zp, zperr = fitter.fit(plotting=True,scale='flux')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The results and its errors are stored in seven arrays:\n", "\n", "- `times` is the equidistant time steps,\n", "- `amp` & `amperr` are the temporal variation of the amplitude of the template and its uncertainty,\n", "- `phase` & `phaseerr` are the temporal variation of the phase of the template and its uncertainty,\n", "- `zp` & `zperr` are the temporal variation of the zero point of the template and its uncertainty." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All available options are described below:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "d771d165c55d4c0e8821a8fdcef48902", "version_major": 2, "version_minor": 0 }, "text/plain": [ "0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "times, amp, amperr, phase, phaseerr, zp, zperr = fitter.fit(\n", " span = 3, # Number of (pulsation) cycles to be fitted\n", " step = 1, # Steps in number of (pulsation) cycles\n", " error_estimation='analytic', # Can be `analytic` or `montecarlo`\n", "\n", " maxharmonics = 10, # Max number of Fourier harmonics to be used in the template\n", " minimum_frequency=None,\n", " maximum_frequency=None, # Overwrites nyquist_factor!\n", " nyquist_factor=1, # The multiple of the average nyquist frequency\n", " samples_per_peak=100, # Oversampling factor in Lomb-Scargle spectrum calculation\n", " kind='sin', # Function type: `sin` or `cos`\n", "\n", " plotting=True, # Show results\n", " scale='flux', # Light curve scale, `mag` or `flux`\n", " saveplot=False, # Save the plot as file\n", " saveresult=False, # Save result as txt file\n", " filename = 'mystar', # Filename without extension\n", " showerrorbar=True, # Show errorbars in plots\n", " \n", " smoothness_factor=0.5, # Smooth the curves by a Gaussian (0: None, 1-: strong smoothing)\n", " duty_cycle=0.6, # Skip cycles if duty cycle is lower than this value (between 0-1)\n", "\n", " best_freq=None, # Use this frequency for the basis of the Fourier harmonics\n", " # This option overwrites the automatic Lomb-Scargle frequency search\n", " \n", " debug=False # Verbose output\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Constructing the modulated template light curve\n", "\n", "To visualize the modulation of the template curve, it is suggested to calculate a well-sampled modulate curve first. To do, the steps in number of (pulsation) cycles is reduced, i.e. the sampling grid is refined." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "fbcf4f321ba0410187323eb23b16523b", "version_major": 2, "version_minor": 0 }, "text/plain": [ "0it [00:00, ?it/s]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "times, amp, amperr, phase, phaseerr, zp, zperr = fitter.fit(\n", " span = 3, # Number of (pulsation) cycles to be fitted\n", " step = 0.01, # Steps in number of (pulsation) cycles\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then the well-sampled modulated template curve is constructed." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "template = fitter.get_lc_model()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot( time, brightness,'o' )\n", "plt.plot( times, template )\n", "plt.xlim(time.min()+1,time.min()+3)\n", "plt.xlabel(\"TBJD\")\n", "plt.ylabel(\"Brightness\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Resampling the template curve__\n", "\n", "Since the modulated template curve is sampled on a uniform grid, it is ought to be resampled at the time steps of the original light curve to e.g. get the residual light curve.\n", "\n", "The resampled template curve can be easily constracted using an interpolation method." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "template = fitter.get_lc_model_interp(kind='slinear')" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYIAAAEGCAYAAABo25JHAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOz9d3hb2Xknjn8OAJJiAUGAHQQJNklUlwgVTi/2uI7b2I5biuPI3k2c3Z/TdrPJxtlvsinObsrGceyMx85knPHYY8+Mx1M9vYsqpLpESSTYQLADBBtYgHt+f5xbzr333EtQQ1AzEd/n0SMCOO2ee87bC6GUYgM2YAM2YAOuX3Bc6wVswAZswAZswLWFDUKwARuwARtwncMGIdiADdiADbjOYYMQbMAGbMAGXOewQQg2YAM2YAOuc3Bd6wWsFsrKymh9ff21XsYGbMAGbMC7Cjo6OiYopeWi3951hKC+vh4nTpy41svYgA3YgA14VwEhpN/qtw3V0AZswAZswHUOG4RgAzZgAzbgOocNQrABG7ABG3CdwwYh2IAN2IANuM4ha4SAEPJ9QsgYIeScxe+3E0IShJBT8r+vZ2stG7ABG7ABG2AN2fQauh/APwF4wKbN65TSu7O4hg3YgA3YgA1YAbImEVBKXwMQy9b4G7ABG7AB/9Ghoz+Ob73cjY7+eFbnudZxBDcQQk4DiAL4fUrpeVEjQshXAHwFAOrq6tZxeRvwboWO/jjaw5NoayxFKOi91svZgA1YEYxntqM/ji/c146llIRclwMPHm7L2lm+loSgE0CQUjpLCPkQgJ8B2CxqSCm9F8C9ALB///6NAgrXOayE5FdzgTYIxgZkA1Z7rkRntj08iaWUBIkCyykJ7eHJ/3iEgFI6zf39NCHknwkhZZTSiWu1pg1450MmSD7TC7SeHNfbgQ1i9e6CqzlXojPb1liKXJcDyykJOS4H2hpLs7bma0YICCFVAEYppZQQchDMXjF5rdazAe8OyATJZ3qB1pPjulp4txCrDdDgas6V6MyGgl5VMsg2E5A1QkAIeQjA7QDKCCERAH8KIAcAKKXfAfApAL9JCEkBSAL4LN2om7kBK0AmSD7TC7SeHNfVwruBWG2AHq7mXFmd2VDQuy7vm7zbcO/+/fvpRtK5aw/XUl2xlnO/09UuHf1x/NZ9L2AilY8cl3NDIniXwJqdq/kYkFsIuPLe9poIIR2U0v3C3zYIwfUFa3FAM1VXiLwgVpr7ekLyQlDuIyHs/3gfoq9+H68527B59w3vnufYgLWBl/8KKPYDoV9720PZEYJr7T66AesIa6VvzkRdYZzr63fvwP/6+TkspylynAQPfcWM1NZSH361Y11z4vHKXwPuKmD/r7PPcxPwe/Lx2UAOsEEE3hFwNWfkbZ2r6ehVrHJ1sJFr6DoCEQK/GlB0oE4CVQdqDHwxzvXj4wNYSlNQAEtpikc6I2u7vplRIDH0tsZSiMffPncJX7ivPetBPCKIJpI4dvaCNvdVSuxnz53BIz/76TV5hv9IYDzXV3NGOvrj+Mp9L+OB59r1fVKLgCRpDS8+ySSAawAbEsF1BFdrHDVyM0bDFgAT993WWIotrhGMpNxYcLlRWbwJQEIdk6xifRlxUye+z/6/439YjmUaJ70MHLsX2PpBwNd4zQ2zHf1xHOmMIC1RfDvczqQYEasWPQlMDQLbP2o9zsP/gLRE8ccdhao0dM2lnXcZWPn2e1KTGKUlGZ+R9vAkPkefgcuZwjdTn1L7RJ/8C5xZ8qP80GfYGCNn9R3XUW2/QQjWGa7lZbwadzQrFQvvzfCtl7tNCPSrdzTj+6F+9CfSyL399wEAr1weVxHzPa0B4fp++ktVmD/xQ+Tc/NvYJyOvL973OpZTaXzTtSljFY+IWH31vuchpVL4pov9FipNAQvTQPeLwMFGmXgQ0NQyiCt33b2I2sOTSEtMalKRTLOCDDjSeelZ9r8FIRCNA5iJ9QYxsAcRY3BbaQI05yU8l2rFZWdTRmekrbEUR15OIy3pJWhG9AfxtbNB9j6MHakkGi4rsEEIrhKuVk94rS/jat3R2sOTcKXm4aZJxFJejQNKTgE5BYCMMEWcvN+TD78Hqm77x1/chcipF+EPfdhyDTtJL1DvAzzz6vxfoo+DOCWNm6rOBfrfApruBBxOAEylEokn4eyPa6533iRCt9YDThe+9XI3PkefAXVCG6eshE0qc16hoBdPfHAJ8Utvwnn7f1/3d8MQBkFaotw+yum6ODogetaVxrnW0s67EdoaS7HP1YepdB6GnDVoayzFTkccvtYAguli+Pdb3F9KGXdfuQNwOBEKelHdGkAknsTNd7I+33q520z0lf5Smp3rDYlg/WA9EfpaXsb1kizaGkuxkPM8XNIivk1+SeOA2r8NlNQB+76QsaSxb+EY9pVGAXccQBn7Mt4HFJQCeW72meiVRgypUR03hfArwPAZwF0NVO0Uq1QqAHT8G+DfC2z9oAWSVTgu7cJtXrrECFFt8dps4CpAhDAwoEcGwmc17LdwHMBMrC89A0RPqeo0AMDiDODaBDhzMl73f1SVUyjoxTdDo4zo3vlJ9myDMoMTqNaM9z0vARNXgEP/iX0euwh0PQUsTgP1NwNQmKJ8tU9bgw9HHIbzGJYnllIyg7NBCNYF1huhZ6S3tljnmiSjWl4ALvwM2PohYFOxcGwjMKRSoUcqCqcyNaC1o+cR2nQGCP6W9fxSSv6DQ/anHgJy8oGbv6Zvy3HpJqR2SVacS8sALFQqJZtYm9kx63HmY7q52N9m4rCeYEQYRhA+q6CtcZxQ0IuXQu1ox04E972X9Xn5lKlf9Jn/gwtJL7w3fjFj1eGv3fcGgukBfNPZgAcPi11cMyUW78b4lOjZVxixqJIltPQS+2EhYdlHeB4VQpBeZnEDG6qh9YH28CSKU3F82PEWfpx6z9tC6JlAJkbWTFwqV5NLR3ewR88BsV5goB3Y8r6MCYoJOYkOaO/r+s8isVbpZ+D6sZzkPii/af1N8zvkY5tmhEXI7UsJfVvRONrC1L8UtYurLobWpmrzM6w76G0EYskmA0in4Pdswj3oBoKfBmBWMfF6629fEEsbRmgPT+KgdBq7HT2YT+Vn5EqsjjvUAaSWgOAN9u3WAURzAzBLX05i6mdqs0mWptLL1hNSajqP0cQCIvF55NZMYO+Wog3V0HpBW2MpLrsuoYTOodk1pl2qc48Cy/PAvl8W9gsFvfjRr2xDR9849m5tXtVhDTl7ELpxK5Dnxrde7sb29CXc6jyNb6XuEV4iq2RUW13DmEnlYsJVLkQGHf1x/Jf7foG5lBPfdBXJhximsW+UOtDiGMC/pD7G5i+niD73D3gh7y7s2L5T/GxS2voB08tMrSAkBEqwVAZey3aXwOFCNJFE+4k+BKVmMXc1GVPbWoJCkOS5+Ev9/fAxfP/wre84VUco6EXulgpcGZvB12/akfn6lpnNRVH56BHYETx4+IaMpQ2cfBCo2gVU70ZbYym6nYsgElDgSgvPohXjEj3+uKx2aUEoyOxPualZLNJNWE5BNXKvh4Rg5W5s2g8lP7J8ZoR7tlMmBKoEzAGl8rkzq/ze6BwCpDQeCh/Dtw57EKp++9HEmcJ1TQhCQS9K3rsVk+F53LV3F7YrB238kq6dSGTcO/QQ9uYACB6wHN/ULxkHrjwPjJ4HQr+GtsZSJF1d8iWShJeorbEUpa4k6tIRnHduVcf6XmhAvkR/pK6Jn689PInP0F/ojaOb9dx2W2MpqDOs4y4vdJ3HS50RnEu/iL98a9bCm8FMCBTuMqd2BPuaayFUrSj97AiBUVoQwKWJBTzfGcGRVBE6OmUuzMjtK8TK4bQeyCB98Jc6nUq9Mwyqhkjjjv44jlweYwj8yfPYWuXObI2pBfa/i6nM9M+aZudGpLdenGGG+eb3ans5HQXclQDYHfLeuQUTvQt4777d2CGv5fKRJ3FpaBL+Ax9FW2Mp6lwxfIK+hAfIRwxeMxonfWMgFzTnGRxNbcVx5254C3Lx5fteQTqV0piZLL0PKynfLH1NmfqZ2jhkJsSOEBgYnfbwJFIS4ASQkt9HqHr9JNLrjhBcfutxHJ0qxvYdexEKetFUXoQmyQdUu4XtO/rj+NX73kRtOoJvOussdaCifiYxt0L+cWkOALtElQdqEZ2Ywi23HkSrAKGHgl48clMUI8NDyLnlU9gntzGKlR19Mfzp936Ki6lq5Lhc+PrdOxAzXmoiq0ts9O8/PDvP+tBlszeDcogNEkFHfxyvdY7AIS3jofBb+Nbh9yEUEOynqhqykwjMqiGjCuPcMFujEynzGhVQLqGIEKhcGfcZ+kud+w5OQpcR166A+s70+8E/6yYX+xyqLTZLVmceBiZ7gNJmoLRJP64MjWWFaKQ+wK/ZnY488yjSEsUfnK7Ag4fb8L33OjEZLsNdeyux3cJr5quhAlS2BrBjjuBrNzMV6K/Rn+uZmSwRglDQi0c+6UXi9JPIu/Vr6jym/YiY+5naxOV7JiQEElgcr54QtDWW4rWXHSBSGrkuws7ehmooO9DRH8drzz6F06l6/MWRBYacDeoBI7SHJ7Er3YU2x3k8nXZkfBiF4nBluTyXpmMPlOQjUOQA6krUNR753u9hIF2KbzrulLldF+ryfEBNoeV8V84exV30CHKxG6dTWxCfX8I9xgM6ZO5nJCi7ghV49RhBHk0hx2nwZlC5GYWzJ+qzpiSWWjatPGugyDyZYI8tXSEF6hqFc9xR48FwJ4FT50lknMuG6EhpwOmCdhnNhPHWW/arRPfawtu0EVgQPf5Zb7l1P2NC0sum89A3OomxSAybKhawW52K2iIpEbH6qt/LGK6KfOvnkGbZ/HVV6vxXZQ+5StgxdxSoKwT8m9TvVjLeW0E0kUTX8Cg8PuO5ls+lYf9CQS+q9tdiaHIat9/Qij1BL4txWSe4rgiBckABSUPOVWYOlIe2xlJ0ONMgFPCSWXgLcjOaq62xFCWuJVSmR9HrDMocuYyUdKoVeV75gChr9JMJbY0FMlcrWXsR7KsgeN5BUCgtqQjcHzYe4pXVLrtqS1HaGsCl+SJ87iaDN4PCzUh6FU9bYylefZmASECOys0I1mrwyOnoj+OtjgjSlOKfu4+w/EMG1ZAQqTR7UNwaQDAdwG/vN6wxI1D23PA/uIsfWH/3UWDlGAEdB3rHoQyYEuO5Fj2rTLQNyKmjP46nX+9CsTSNn4TP4P8d9mvz2Xi0CJH8Uh/7UeaSxZy0jPiI07pNNkGe195bR48vRIxK7kwCr3ZGEEnP42cX2w3qVWr4X4OaknzUuF1AjceyTbbguiIETPwicFJo3G7SLBEYL+Nnb9qGrjcvYZO0gD9T9LIrzBUKevG97afROzyOxRvuYod4cUaeiztoBmQkvESjIgKiByKlsK26GHlFfnzt1pWQo/0BY37SZWYuSOVm9N4/TMVVh+jEFG5v28e4meUFwbT6/o90RlAhP7eSfyjUYrZjmLnCuNmX27QhNpKe6btM2mQfhB4oxmyk4BC4LEXaApUAOIVET9VVK4TdgADbw5MgUkomwmlNGqYUdnsmdo1UPL00TxqzN5qNDcnOQWGtQD0zmbttihiV4mTMOljMQiLQzW9gDtcDritCEAp6URUKYMuSH791UD6gXStT+MSiBEopHLwkscJcHf1xHLk4gLREcd/TF7DF70OoUuHsRYfa5hKN2/Vjc3376XPYRRNoJ5NovTXzPTFzoDYIULmoUhrRRBIDUynkBFk/VcUVyICbkS8BMVwGApiMxcL9iNir87jRLNZh+E44zvoTAqH+v8Gmg6pvtmujZ3B6pxewqUZ+18QJ0JSZwMvgLchFjAKQ6YVOGl4BSZmQvFPuq/jYi0DSq/P4u3hf+AjuP3xzdqUCVWLPHAGLGJXc6Vm86iBwpAWqS9s4FQMhonRFCXGt4LrLPlpTko8P76rSNtXAOYou486aEjgdBE6Sua6SHycle6CooDtoZurv9+TjYL1PW6PiAikyPslzQVoGBZCU7RhCELhLPtoZwZGeCS0ronz4Xrk0Zs6sKK/xTIT1e72b62fkwG2RNPvtntYAnA7WL9eYf8igrtHthy2SN06lR4TH+mLo7DcGkr0zJIK2xlI4HQQEGgK5NDqNY30xXB6dE/TIZI2szZnIFB7tjODVy2PcO1OaiAlBfH4JVG7kgoT4PEPi0al5PH02qp2PDDy9QByIJpL4+amIdcZOZX7ZoC3y4soqqKohm31V90xj3O5pDeCGpjLVq2mX3417WgO4a0el2dPJTiJQ27DfTg0K7meW4LojBMzQxR94gmgiiZ+cGERHf1x4GbdVF+Oe1gA+vq8mYxc2fhzNA8VG5LM9fE5EE0k88FZYeBjaGkuR42Bn1Ol0qoRKQXxWB0hP9Jjof3YogUc7I3jhwqj58Mnr7uyXRV9KzSme7TgeA7EI1ZXgk60B3NhUhoe+rOwrex8Py+9DvB8W+yQEM9H70v1HDc/1ziAERqQCAH/+5EUc6ZnAXz59XkCYMyGE7H2cHIgz+5jwnYkJYltjKZxO+QznENXt85HOCJ44FVkVcuoamcWjnRE80jFo3c+gcuTvkOLZlFW4CtUQwDEqnKrO78nHnVvLzbgik/uhnNk+s4opW3BdqYZU4F70lfE5/KIzghdSpeg6kYsHD7cJvG16majrt9FJG0DvlXGAeWUoIed2UbcC6I0t4KnOCB5Z7sbwkXmTb38o6IXnfS2IdU/jfbt3YZsuSpTTNxvSx+jdJdlFP3l+SDaoU0v9ZmudF685DF47g2b9plmsNap0zNGV3eNzeLYzgudT5bh03CWOY1DXI7Dr9MUQqvdx6zBLeqqftpp0TrT3608IAL1K5Vsvd2M5TUEdQCotMRuKiLu0A/n599WV4LUjhnfWb6+TDgW9KL+hASMjw7jz4F7sktckSZKOoKhu0TZwLjotnyuB3lxbrPy/ZntSvbhuDmXfi+sqCYEKVJLVbWapWDmfuTVx7N3isSDi+vn3B0vw+pvr4zV1/RECg6Gra2QWaYmCcAf7q0b9psDwmInuzuSBItL5ZYBvusfnrJGzDM0VbiDlA6qYB4hQ37xVf/F1+vfbmQdK7kwJXm0nIJx+M3pSf4h31xSjrDWAgakl3H6HWG9/ciCON42EKIOL1jU6Y5I2zAjD2q7zL+Ej+MHhGxHapO8hjhFQbB3Tqq1DhXdACde2xlK8IavOKICfdkTwydaAwAPFDFqAXwz7mguwu8aDstYA+hIU772dvbOhMwsYmkggryqOPdsqhO+lzleIuk1ajICyj05KNYeLWev5lXO+s8aDkU5DP4Mzw/noNOb6YijDLBrl77Q7JI7zWVPIwEZwcWQWM30x+FwzaN5q+NFCsuLP5w/Dx/HPhz0IVQmS+hnwzJ6aYpSvk9fU9UcIAN2LbqkuRv8ZAqdkfUDtXcaOZBBkpuj8pvCGETkaXRkF0FRRjEuOFdZoECvF3jbmG2v0QNnld6O0NYArs5vw8VuYeuJRec1q6HuJ3M9bZJm350SfgBAVGzlQ8zO3VBWjz0HgkLDys9px+9v0Y4u4y9NdV/B6ZwQLkhP39Rjc/NbRY8MKQkEv7thagflL7ASm04IAPwHw5/OB8DHce7gQIY/8zkrzAFlifPX4IJzSEh4Jn8DfH65AqHxlLjVUV4Lq1gDOLlbh19tk5HR+ZYeLUDVz+a1P1eCrB8xebR39cfzpI6dxF51Af+8VfKHxGhBmoXu3fo1/9bOzuJlO4EJ3F27PHcDnD9VxLYxrNJ9PNWK9qlK0AMM4Zok5W5A1GwEh5PuEkDFCyLkV2h0ghKQIIZ/K1lr0QHWHanMlM+x87mCdtf4/A8RjP6WCHG10fjaIp7GsEPe0BvDrNzWsbKOQH01kxLJ3qdSMWH5PPm7bUq7mf7F8Vt04eoRxIOg12VrMord5Hc3lRbinNYAvHApmYI/RiJ5mjyF6EVpgdN5X6wEAPHUmipREQagk0MFeY4lAXvetWyvhchA4IVIPiNfIAvzkc7asvDM9t6oEAbL3Kj+7rM7T2ZWMLo1g+/j+7RUC/bf5fmj7SuD35OPu3VosAj9Xe3gSqbTEkGVaoA9fF/dRe4mgPTyJdIqtI00pvv74ObGtyXC/RHZHW/dRbpyV7HxrBdk0Ft8P4AN2DQghTgDfAPBcFtdhBsOL9nvymcidIdXlX2yegngWZ1kOclHGQUXnV++zORB2xmJ2ib5wsM5mjeILq/e2sQPx/GIku7K3zd5aj5kQGW0EFlye35OPT4cyfx880Xvg1w8a+onX2NEfxxOntVBrp9NhSUCuCcjzt1QxRuWTIYGjggXC0gc9UoPbp0Y8HepZZO/19CAzBL/VM4HPfdfoKEDF/+sXrY5tZgL0bfQea0fgLchFjtMBAsDlJGZ9uE0MzZqBQggsiA57Lnk5IJAozchRIhT04rYtFaj1FeD379pi46atZ5QUT6/18BrKmmqIUvoaIaR+hWb/BcAjAKwzt601UHoVl9xat37LbbIh+NKzrFhKsR/w7zNOCgDYGyhGhVHn16s0ycTwl0Ewiq1bms0cFr/x2S5/f798iBNz5rlMwTACsVbAXRqhe2wGsb4Y3O4EtpmrWRrWbGd0t0dYapS5k73dTymEx+Tvfa1Av48fDfgFAX7ifYzPL4HIIzgIZW6fVK+TDgW9qDwYRHQ8hjsO7sPuoBd/9fBp5MsG3aWUhEc7IwgFLM4Vtz89E3OY7IuhyDOF7VUWsR8KzRVIDelUGvH5Jfz1Pbswd+oKPhJsRqOlt00WYQWJIBT04iu3NKDrzdNwECDXpLoUE0s+UeDDz3ehPliPUMXKrm+dsqeXTr2aJRXRNbMREEJqAHwCwB1YgRAQQr4C4CsAUFdXZ9c0Q7AnBCvlvwEE0Z1KRafUomA6Qb8MLzWADCMOM/Ctl0XNUxPDqCyweDabQ/yT5y8hGGxAyGM/h/Xz2KuGOvrjuO+5S2ihE3grfA7/rXyf+OAbpChh+mg1g69YImhrLMWPXASEMg70k6Yayu8MiYD7QtRI2JW3D+Wp6qRpU59AST4ChT6gptj0m/bJrLfm/+/oj+PfXriCJjqB18Jn8EelLHW5+Zxb27AUSXPHpkVgygeUFpgf6lqrhigFCMH7tldi50IATcs1+M2DBluHSboXEz3maSXwADIwc611JXjNmDgyS3At4wj+AcB/p3RlUk8pvZdSup9Sur+8vPzqZ6R2iJSBMMgqgyhZJb2vmu5X1MYCookk7n+rd2XRj1u/WZe78lwXh1mMwOOnhixjBDI5xMqa9bpLs2uoCVYIOmsPT2JZYnpiKS2wvZi4UvMaVTuGHUGiFKGgF//0+RBuaCrDp1prLPXd6w3qvg7ElIVYr8eGc1VUZf/yy616VQQ/jMFm8+Fd1XDK3+UqxNHK00uXG8tGt2+aS5OqVXXelw6urPK61qoh7n74PYagVFMbPQjVq0L9v36vd9eI1KvZgWvpNbQfwI8IOyBlAD5ECElRSn+W9ZltLrnQ7bJF7SgYS375KiEQSAQ2hGQosYDHOiN4aLkbk28mLPzm9dxUZ38Mb5m8j2wkApmbOT80Jbtminy5V+YuFV3ymaEhvGaa3zCOUH1lL3q3NZbinMOhculmPTEVFvUQcZfAvM1zse/21BSz+sSiyNhroBrSp1Q4ylIqaAtS/9J80qewd8tKrssewy86SqD7bneNB2UhWeV5p+wJN25BvDlbw2UHk6wchGaQlFEgHdeWiOfQdVtP1ZCIEGTCGIj3iFeV3XGoFbuDXpy6FDZ7EFoY5tfDa+iaEQJKaYPyNyHkfgBPZp0I2EoEZpFVM+jO6vsL+sEl6yLsJAJB/8F4cmW/eQNXdqx3wkys6uw8ghgC3el3Y8RB4KCaa6YSI5ATiGHfZvcKh5jpkh945px5/k1miUCkYosmknjjxCCa9gQR8uud/Vlg3FbEuhN4/47taLFwTTV+1qePPsACj4YH7PeDH8/uva4jCN1gFYd6XlWnuvMex7cOl6xcj0D+P5pIYjC+AFe9kmvI/M5Wtuvo71Ao6MX8/jqcPDEIKlE1KWO1KV7GTqo23keuLXGw320y764Z2Ma5GM9KBueKA3VfZTVcR7+A4czPQKrOEmSNEBBCHgJwO4AyQkgEwJ+CpawHpfQ72Zo3I7BJ8SA0dEX7lUaW/VRuQmgjsD7Etb5CnHAQuPg8RlZxDPJcB+t9eMuoO0wNWq+R+25bdTFK8svx5Tv0MQL/Hj6O7xwuRqjA5hD7WVDPvroSvHrEMH9UP9fpwTheN3A8vsl5PMVFDf/wi3vQaphLDYyr1OoZqASlfhKhhgoOJ4m4S4+u38WRUZRY5YS3g2ugGhJKNnRUWRAAC32zLSFgz3o2Oo1XOyNIScB3rKQ4IdirhgBgdjENKjthLKdYBLT/pIHbdWVCdAVtFEJwzVVDYrUkwEtoMezdUpwR0dsf9OJ14x0eVhtd/TNcJWTTa+hzq2j7xWytwzCT4X/Ayu1Sn+Y3E5FV/k1XiN1uXgY1JZtwT2sAxbkN2LFjd0bpo1trPagypfm1jxHo6J/G//35ObTRBK6QCWy7wwKp7LDjRth3u/zFKDURSz3CUPMRQeN4tozNyvlumN/+8d5JtFpVkhRwwKq6RO1j/T4uDE/jpc4IBtNJPH5hNeorwr6/BqohYVqSPvlHThVjVNXZA+t3Ssk1BI4DzcvA08zSrqP12VLpRo+DwCUHPBIIav1ugamfgkBddXG0NuWvMP819hqysKHx5/PB8HF8+7AHoTw7RK6oJT3mqOERw7OuIzNy3UcW239HDfrjDFQIq9YvshiBX91TB/gsRGiBa+hKXhnG+dvDk2remrQkqaUwzbr1UXN/wXNYqhA4yeq1t/Qcj5cqEdJMNXWw3gcMGuYwqCLaeybM6pLNdhwX++1sRLaHQJQzaSUOeP05MgXMko1+LTyxUCtZ2YEa11GCV40caNQKyfOwskTQVMGCAKtRiz/cxyTNIycNxIomdHPwCPTfwkfx3cO3I5QrYEJW8O1fU7C1YYklAr06Tz5n2/RtRP2EajiTw8X6wfVFCFbwJDF/JwFwrCDq6XWwl6PjcJdnVp4OQIY50DPgigjL2nn0ZAR1xJj/iLlLvuGU3SUdDrUesopUbpSRytiI9Vptc6lD95uS20bH8UwzhFGFWjTsa8O+qhwzITDM1dZYiiOvGInVlPUaFamlpgTjVjnhbSQ0EILoVBIvtfdh285Mg/GyADbuo0Z9s/04bB931dhIcXbv09JGoEfWfk8+PtlYw5AapeYqamqtXxECTeudMoyqIWDdVEPRRBJHTvSjPt20QooLs4SWq2RIpVaHWutny/D9R1INvaNBVA8gI25/ZVXESNqDn3atQgdr9FgRZe20uowcXBqdwfOdEbyVKkJnpzlvTijoxZ9+ZAemzw/h7sbNaJIPuYZUPNbPmMlzCGIERFKD35OPTzXVAHVerWKbcCpZspBz2+jUJYM270zut726CCWtAXTNu/FpYclN8bMOTSXxWGcEP0v1INK+lHW3PWvI5OxlgjA0xLNyDIudRGBcjz3XbKlelUGs4pozt3VkUj5ybaB7fB7PdkbwWsqDMx0WuacM+6BnpkKMmVIcFey8DC3uUjSRxOvHB9C8O2Afr7PGcJ0RAuVSSKavMvIusYEzsioCtqqIlUXvjv6YOWGXca0CuCin+dXpZQ3zt1S5gTkfUCYI2DERmatEPFfjZmfXBjZ1hFeYy+/Jh7+2fFXBe5oXV/ajOW3BhHgyYFTsxhFBJvp3YxuhVG2j27YwsvII9LabQtir8/Ti1qOqhrJPCLpGzZmILZk5kZo0E2bKRisxEEvi550R/CJVgSvHHPjJZwPYddVPszq4DgvTGEFAHNSfjHpRa+S4O+CB00HgAHRRgNFEEg8csQ4Wi0yxoJJzQ1MAgGNhs2uoSf8vWMc2fzGcDgIXJOvkZLaub6vwpLlqsdYG8Vj4qRsarTxHJu/MZpxaXyHbx1VUo8sK2HipaN+9Pe+ngTg7e+ejCZu25vcaTSTx2pUxc2I6uzUKzp6SC2sv5+llGmcdVUNbqzzyu9fukBL0dXJAub+ZEObVMToKhCfndK7kJwemruo5rgauL4kggzgC4XfU3EZR3+RVx7CnpRTbq9wokdM3f+wWpk6Inkzi0c4IHl7uwdhbc/jx5xuxhxu9oz+OF48NIk9K4hfh0/jzkmYcavDhrVcNRr3kypzb1ooiuFsDqE0H8LX9FqoQ4z4I9yYTRGwDmRALYaxBDKF6UWZNG+4yo/kzeFYOakrycU9rAKWuemzZZUxgt56wRhKaxTvr6I/j2SN9KJJm8EL4NP6XdwtCHkFDwzvrHIjjrc4IYlIBfnjJSgXKz7kKFZfonV1FHeGrhc0VhShsDSAgBfC7IaN79TF857Db3uHgbRLmhrIinHMQuGRnin21HmB89c9xNXB9EQIFVmUsNrfhPR4eDp/APx4uQyhX1sH6y1RVRERRM8jqos6BOPZwgZdKuuBcaCkVvnpLrdk1tMsm0ITzbPJ78vGxWkEVNVM/e92lqci55Tg8EDlYbIAFi5UImhgkglMDcTW68t7wETxw+CauPoONhLYaYrXaCyvbMT63PQBUrj8RsIwavtoqaha6beZFBlACpOSzF9qXJxhAGYf1P9YrJ+ujwLJSH8Fvs0YLt8uMYT29hsDu0MfrqtUKcSaDthoGu0qCpjUytNEg6CvAPa0BVJJaNO5tw67i6XUjBNeZasiMZK6MzuBYXwxXRuWkXEL9JkOOz18cVXOnG/3vLwyzIuMDk1qR8YA3H04HQQ4Yd99ap0csLBWwk6XrdWo5SKzTR+slEpanJIOcNBldPtbmQpTlI3rl8rgg9a29muHRzgh+2N6HL9zXjjORKXMjg/roeH/cdNFMU+meR//8z18YtqnjuwoRXr9IwbzrA3yeq//8g+MZ1FW+eg5UV4/YaUwvzoP+nR1sYKnUnZz6xFaaXJWKS9B/PeMIDGdHWHd8zVSXYolZn4J9/c7gdSoRKIbZOP7lF13YQSdwLnwR/zlwu64AtfIiLo5M48XOCMLpJTx9vh1fv3sHYg7NpdFbkIv/+dhZ3EYnMNO7hA9uj6sZGO9pDaAkpwHbdu7DHt8iMKKNHgp6UdEWxPDoGO7auxPbg15xQJpBPD85OKWWgfyXcDsrzWhYs+h5tc/Wbc4OJbQi56aKWNaXsXfCqN+MY7ehXKRRNXcg6MUbDkP5yIUrNs/BvusamcYLnRH0pJfxzPkVPLRW621zDV34hC6VwberGhKDVo94CHftkc/elMCLy4CIW2tLUNUaQO808IHbFIlVXZBgjRkER9m4ympfrYdEoEfyOoP2ja3MoN1r1115Vsao9ESWUVC9QpZfHWzEEawPGCi+mjmRAJKk5Owp4dqzF3ueR44pCfH5JbXA/R2HWvH66BKW0xKogxtHdvv0e/Lxy7vqgDIvMD0MI9R6C1Gb7wOq3YY18qC/jMd7BaXv6szSjknNkMFl3FVTzPzvJYH/vc0hbigrwlkuWGxfnRcYs5+Lr8+g1nXoshGv5e/ORxPWyfNsiJWyHwWlCewsFT9HRjEbWQJhgF9aTuR/1TYbaw60rlSuR5zR2dPeh9+TD395AaeCXBtp1FaiWCfVkHF+c/K+le/QxZEEXuyMIC4V4MHLmdhRGPTHkhgdiqG4KIGW2rf7EKuD64sQKMAFK51xKEFWRC/6AerfO/3FGHEQOKmWrM0fVlzG3FguLMRLcrCW08GH/ctRqpkEYtkZsg3BYgfqfXjzdQMnreQaEtgx1ORkxrkEe6IYvfumgffdZjA626y/zpevCxbb7ZkVEALzJRDlCLKei323w1+MYYdFIXR1H/Wflf1ISRRPXenEryfL8HlRhHImBX6yBMKo4bANkl2N8fxq26yQhlo8jkg1xNSr50aHUVr8Ds39lImDgfrZ2mZz3laqFr/Pjv44HnujF+XSBNrD5/D7FSGE3BuqoSyBWfT7/fe3IH5lCh9u3oLmoFfvryy/7JYqN4pbA7iYLMFnbzQXowgFvfjfH9+FmTN9qK6sQi2fdoFq856JJLDQF0PAmw/FvpZJHd8rY7P4RWcEb6bcONnZjod+dbsqkaicdI9I2jHkEWqw02HacHyZ5N8xBotNzVq3XQGJRBNJdE4OoTovjlCgyNSvpZK9jwtJHz5vfB+mZ9P2IyXn2pGohK8/fg67Pue38dNef0IACHzS7dazGq8hi7Y6A79toHIGXLuNaqhrZMakzlMylG6qmsLubVX2a70GqiH9T5mrVxXGkQilavE9ZzWbKSgB0orxfo9VIq61h+uMEMjAvdTN5YXAsg8oL1R+FHbxe/LhD1YK8oKz9tuqioBpH7BJkDyLshq5v/tQB+6hE3A6CG7Yp3BFK8cIXBqZ1gWrneiL4ctWnDSfmsEYuUnt0kcYOR7+syLZrALxwK7Sm2gO9nf32Cye7YzgdNqF10+344e/3qplKDWqJ+oF78MCKbU1luLNl1idWQCQKMXpwTh2mV7XtVMN6cHufVi0EQ5j/Rz98SSe6IzghVQZuo7n4CefqTETRisJKZNYEG6NF6L6Whh8htJHwh34+8OVCLn0fXSwnqqhjLx9rO+QwjiGpx34oJVUTc3nM+qUiYdqvI/rxxbVzVgjuL68hizUL9FEEk+fjVp7oGTA8XBfcH9rSKU9PInlFKvklJIoHumUk6+Y/KTNc2ytUoLFmPfR/nqfeY2Gz8KC2ZmIvrbI3u43PcI4OzSlK07e0R8X7D81BexcHp3R2WOO9sa0KWz32uI7bj/u2FoBByFwEqZS22sq2gIO8dk86nqAyRMnw0SJVuMIHqh3Yt5k4Lcex8azx249crvtfo/sbcTOMIGWoVQyeYwJpI319BqylVgtPrMv1d/8nnzc3FxqU/lO3z8U9OLLtzTjhqYyfP3u7eteMe/6lAi4l9A9NoNnOyM4m3bg1TPtePBL+60Nj7actOCCqAScJX37sUOj6D/tiOCTrQGtKpGIS5a5AAKKbdXFKCgsx9dua8O+CmJK4mVcB19r+KfPd7Faw7bPYePvrai4MvIAYW1ODkyZPWDUKqOs/+nIlFqz4IHwUdx7uBBbKosQ5vT/hxq8QL/FswrVFNaRrLtqPCgtykW5K4gtuw5hZ1EMMFVWvHZeQzowGP0vjIzA62WSlSJpFfoS2GFTuTWaSOLVY/3YsrsaIUFWESWASTPwl5j91i0JiZnrF54dhUuuLNKp8wCbDKWisd8xqqFVEItVzlFfVoh6lw+oKDT9lu3zeJ0RAvNLuDRi5EAnESKG9rb+wZlxyaGgF3fvrgbOsq+U+q4h9Z2LL1HHwBS++4subKMJnCbj2HObcXqxEU+YHrfebs3U+qdM3NoMbpf7aj1q2mPVoD2j3/+OvphpjV+tYhlKG5f9+PLBNrTWFGiEQO53aXQGib4YKmp9UB8J+jZWn1mwWC0LFpuYtE7wdy1UQwKVyuXRGTzXGcFAOomfX5Bdl2Xi+Xz4FP6/ks3C6OdogsV1PJ3qRfgY8MinyrDD0CZYWqAz8O9yTyHabaXOMwbzZYgIuXZMnVdhylB658G92MVnKBWN805RDdm1yURqyOhcaffEVJQpS3B9qYYU4F7Q1iq3LLIyw86hBi7NwapSM6hfaL8ZkMoHdlbBJQeomPLYCBN2SbKR01gcXCA6G4gcHwyjZXdkB+vFiyM2gViCz5aEUQByv11c4e0ffOmAEKmEgiXmot6y/v9DO8TFwTv64/jzJy/gSM8E7n2tR6dyiiaS+EF738pBcHL7c3LwHFNfKcFz185rSAeKK+KwPpngM+eGNSeAtEGlwoES1a4wOM9fGMaxvhiiCT5ORTbwt9YgFPTi7JBoP/Tr0X2meoT19NkhvQqQ/SjuDy3X0C5/sb6t6HxfC9WQ0CDOztlLcnCpYQCL/0VziJ5R//+56LT6Pr74/aOW+crWAq4viYB/0bLapbm8EPe0BtC8VI3fONTGvFT6jO0zeLHCz3ouWZijf8wO8VC5oDtzTc1xQlDQXSwR6GoNH9yL3UEvLrWzVNUKdylMsys8xKtBjlobU3FyQxu+StNtN+1nATsXDeMYkArzrpBjNhSpqtajcsCPLIcxfGQBP/toDlos1yyrpgbjOiSrqxt7LVRDAgS6rboYg6cJnGmmW//gzmrE+mWVitO6QpkS1e6SKJyE4BfnR0FgcFQwSHGnRPtRpl+PCUkTgp7xOTzTGcG5tAOvnGnHD7+4V2Dgt/gMZMhwrYeEZqMaMkhokfQ8fnbReIdYm66RGUz3xeAvBwLKb4rnnc0+ap+1FCzmAMPspD25vggBIExy5vfkw18he6Ckl7nWq0F8ghecSXFwUwpfvfuqVtB9Gh/ashWbg14gKeB4BRKJsYDJRSUQC4JALLtLYJtdknKHnF+/DVdoVBcIU0yLjaNtjaVoV2I2OERozOt0bmgaLR7DOgxusHsCHrxiqhv7DvEakvdqS0UhiloDuDRfpNZViA4z4nnX3l0sIlgASlR7hSOI0+lanDg+KFenoxxC0b/XvbVecxWzRCbIcVpndD7WF0OromuwYjBspQbBb9dCNcSpZvLLp7CrpE6V0ABRunkmsf7tE+dwiE5guXcGd+zivQMptw16yZ8pZ/TPv7e2BK8cXU1Z0quH64oQnByMC1Iz2ImDq/CUEF6UDJCKXBWpvTOCIOIIlZpFxubyQlbQvbxIsMYMOC55/durPYg4NO5S7N8sGsfGxdXEzaxGalpZPDa2CQW9+J8f3obExRFUBBpRH/QCUlrHAec4HdjpL2Z1TmzWs9Pvgc+ybuw1kAiEBliZWAa0ugoq8awqgh34Pfn4pS01aEoFcLpTFPCoTMXe/S6/W6tiplQWO6O0Eb17CYBTrVmsBFwerPchelaOEaicwu7t1Vyf1UrV+jVmFQzP2DGgBWU+Ee7EN9y12FblxqDVHTJKrDzRNTpcgNf/x/T6f+V81mjnUy3KlCXIGiEghHwfwN0AxiilOwW/fwzAnwOQAKQAfI1S+ka21gMAx3s146SamkE5o5kc0NWqhox5awRz9Mfm8URnBK+ninG6sx0//kITl6p6NfOvTKy2VBaZuEtTRK6tZGMdTdkfm8NoNIaSvBlsaTKuI4PnWEWbrZVuIOkDirUgAIUD9ubUo2XnfrSQy0CPcRyZK+OecVW1n9cTVnCVVStZ7amzVxfIxPMbn9yNuZNXWDCjsc60SIo0VhYTSXryd02qerUKv3GoDUgtqOmbHwufwN8erkLI7i5l8tu6eg2x5zrK1QZJK84MdewOXZ4rxD03a3dI8dDylm+Hy+mQsxXAkGVAm+N8dBovy3t0X/go7j98M7dH2l22jrxfW8imRHA/gH8C8IDF7y8C+DmllBJCdgN4GECLRds1gQP1XnNqBkGONxUySXtsoPB9iTnk1VoEUAkgLCdrI7Ko2dkf01JVZ+KpsUpiYeQuzc8hGsas4uL7dfRP44k3e+GVpnA2fAG/WXMLQm67sa/ST3sFouf35OMLO+uAci8wYOwDjiuzU3fYzL+eYHpWvTvpo50RPJcqx+XjLnE5TYNOekd1MRD3aWMTAnvbzyrOlYKwypl69V9eOGvyBivKn2aeXoESs6eXrdpI+Wk9VXVs/kMNpTjiMNQjXu5nz1qjpZvXeWg5Kb55Yz08I1HUlHpQoxJdZWg2Nm+fSilMabG+jX5J2T2PWfMaopS+BiBm8/ssperTFWIdWLB9tZony799cb8+yMpw8VhlsQw8UOTvukaYhf+NK1r65kh8Acf6YuganrLs31hWxLyWIEhVvSrkqHy+SmJhp6e1y8hJmfibTiueLJLZk8XqOezUcKK+VpyjsI3oGVeh9rnm7qPWvxk9gsSeQyunLhFKf+pPFqpC4TvTj3egQfNYy3MB3oJc/OVTF3GkZwLfe73H7FlkIxEMxudwrC+G/gmb+tZrBYZnDNWVqPjibz+9xzI/kmqfkt/HzEIKB+t9qCkR1XdgY++RKxoyjzmH6jGnW4eFqjAbcE1tBISQTwD4KwAVAD68HnNailoCjusnyz0YPTKPx+8GtloNKL80JdEUpaxgxyOdEXhODmCTNI8j4XP4g4pWYS4XxZe7Vq6KtMe7oKWqzsTQZiW1iC5aRpINbNqI+jPPpifl8HiX6tkkIKCy8e3s2DDK3HGEdExsJkQvAwltVWqo1f62jqA+o/knxR7ilLike0YwSj/gHCX6JhFqKNPaZpIuwpbB0LdtrfWoxZXuPLAPr40vmT29Am7zOEYdfX8cz7X3o0CaQ6J3GR9uiWfNa0ZZhy4xXsCt4Qu/4PLKYHwfO/zFwDwM705PmHdUu+GV9+jWW/ZjX9ALTGjrMC/tPzAhoJQ+BuAxQsitYPaC94raEUK+AuArAFBXV/d2JuQ/iP+nVOO4ZHXNhegstpYY+yvd5Bfr92DYQeCQtBD6lKTnkq2SSPk9+fiYXBUJ01HBGkXrt2iTkR1DdPHZf4rrW8BboCXGExi9FaTiqosh1FSN8hsbMDI8iA9tbmGeTTGOEMjzhyfm8HRnBFfSafziXDse/nwDdhvXaEI81DqS1kZvLSQWBvHcFt5BxmL2Ue9pdU9rAFWkDg17BWohAHY66XvD7awanC2DkMm5smYeNATqxpK7BMdkTy9XJi7Q8lzt4UlIcgwNTUtZdZ8EgPA4O59qYrwvhazdqw3Pek9rAOWOOjTvacNWekGuWyCQqo1qWp4ppYaEi3yAcZYl1HeE1xCl9DVCSCMhpIxSOiH4/V4A9wLA/v371+aG2hxiowfK9mq3jS2B9WupYiH0A1Mp3HkHC6F/7qRDTiKlHP4p/Xwit0tbTt4u34zNOCtwt9FEEm91DGBpqBxPPHkObXQCDocDN1r4m58f1pDKv4aP4nuHb0PIl4+6PB9QXmA5f8+Y3s2wsz+G3Yr0bIEMTg5oRXieC5/Cn5U0a55eIjBwwP2JGeTWZZ7gTxvnWruP2ktofk8+PtUcAGotEKP6qGycs5EpzvCZ1uukbZF8JmfPMI5BYg0FvfjjD23DVNcYKv21CBrdtDnkGE0kMTA1g5y6ONoaS/H8y8odoll1nwSAK2MzusR4x8KTCKlusPaE0e/Jx2e2BgC/1xyHBMDe847to+I4oiRc/OmnyqB52fwHlQgIIc0AemRjcSuAPAgyv6wt2CBZgyeJ5oESwlbpHHu5dmoXyFyQz6UakSra6jE8OooPbN+OrSIuWZdNkI1zJhLXUlVbeo6I548mkugaHoXHF0eIV33ZcDOKGuzllBenkYd9EBTYMTz3Gc7QpSIVU6oMftls/uYKNy45CFyUEdjWOi8watFPnusYl4ZCqescCpqf3bhHXaMs7fGC5MR93XLgTwYpvxWu7ERsCDU52VZFmOc2/22jqrIlVnoOdHfAg5eOG3zSJ6zuAMx7e7UqRxm2VBYBCz6gUJCdV7Wzce+sh72zLxyqw/DYOKoryrX07lmCzRWFuKLLc+UT5LlSPmaSYsNOOjczSr3jszrbz+nIFHYWGPtlB7LpPvoQgNsBlBFCIgD+FEAOAFBKvwPgkwB+lRCyDMZvf4YzHmcfVvBk0Xmg9GZwGQU63VpvAas+Viny9zarpDr64/iDH3Xio3QCDkLgL43gU7f4dG2sxlGS56kRj186YJNkTvusGbpYamYi17G18zffHSjByw5DJS0FodvYFhrKmJvh+YVSfOGGNuz2JgX99P8frPfiTYchklYpwmNjLL5gsNm0hye1NMc2x+xEfxxvnYugM70J7afaxR456wLWqiHLNjwYiN72alZwSOeTbquTNkqWmaiGbKQGWxsWa6OkqgbVCrp81ZuP2gIfkCsyvK4tNJay83kh6cXnb2xDa00hl+dqFTY0W+7d+sw2lBWyJIAyIdobKLFxt1lbyBohoJR+boXfvwHgG9ma32JS7u8MXiz3QlkN0jEUVBm47RUuI6ssNog6EkeoyDg/ZzOgzPtmKSUBToaUv/HMBTTU1dpH/8rP0WWoWSBMnidQMWlqMAm5Lge+fGMDPCNRvb+5ATnrDF03h5ihy4qz54EqdQRk99XEPP+jqS0A7KstQWWrEkkr19bt0T+7oSNbo78Y0ZOyAU/xyhiwVw119MfxzNko3Ez+wFIq+3pp0dp1a7M18GfCNxkkVoNO2noOK0Jkd08ykCxsuOTtfg+iDgKJf2cRuf26RBbL5zMon8/UIgB29187NoDNu/32tcFX4/AgsGsF5Sp/TUt+fPlQG3YUjGmE4N0qEbx7wMyZaz+xF3R5hOUXUWuQ/sZBjtu2GAfAYGwej3dG8FaqCJ2d7fjpL1VpOj+BaqqtsRQ/0WmLZERUYUbgWhv2W0ulG31cxOOhBh+nq7Qx6pUwryU/rcN/b21DCF3AJh+EIDIGBoxI5WpjBKw4UM6oVuXW/yZUabBxtlYWwd0awODUIm67Q+bqB+3iIRghligFCFOsOEh2w/rtwQIR2zEzwmEyQfIZICzbNm9zHGhnuLg1gMH4Am5VIr3VjKTrQAgEaV6MWVyf+EASm4HMCbNRBbyCGs3vyYe/Uk53M87Ves2yzer6zD4KZCjWymqG4YS137bNZeibnNPl9jmlK/xhvuihoBe/c9dmOIgxI6d5bOM4zRUsffNd2yuYOsMuHkE3N8tAec++6pWLYWQgNT1zdtg6A6Wt4TEDVcgK0bbGcfyefBxq4IuD2ERIU0aIXbJqzEWAP/vYzmtiI4gmkvjRsYGMY1jsxrLfazu1j8W7FxEi41yrlSy479g783H7bo841xQEz6GoTol897uGZwxr5vvbOHzYSk0WxNJuH9cYrl+JwFIsNr+g7dXFiHCuoW08t23DndaXFuC0rHbJcTmwt7ZEM4dbXLSP7alGNCEXMG+TC5ift0HkBrdCNeJRmDzPjByGEgsYis3Ckz+NrfWGsQ1rEx9i9vdAbA4/74zgQprgpbPt+OmnKzjpJwOjdyZcqu1FsRg7k3Hk70JBLyraghgeHWU1rA+9DVflqwSFA30mFUbPMeCJ98/rOVAhkrEDO8RjHMdO2siEA7ZpY2tryODdS2kzd73mYL4fxhiBlio3sMy1FfW3+y6j95ihtLGGcH0RAlux2volKhkge6eBD9zWhlBtscBFzNy/1isHi6UD+Nr+NuwsnOQIgbXbpzFrqHD9xu9Wo0uWP3f0x/FGxyAgpdEZPo//Wn0DpwOV10Scpn6isVTpR+acTg0KPB4Ea1RiBArKEtjpA2wRuZXUoGtjWqD5b5vnUA385aIqUdkGLoaFMiny0sg0NpfCngO1HdLGyGwnNahNV2aUTG1t29hIDSudXeN5XGswqYY0D8IKRxBNe9qwefE4MLTSWgVn1vD/xeFpzBi9A03vY0MiyD5kFEKv/c1yqRTI3HZq5XG4fh+rlYPFJvgQCQsuwO6CCC+RcRh9H5acrB/Ne2oRUruxP1jADgUBF/HZKHoWm/nl7+pLC3GGcw3dW+vhnIHFCPxMJIHX5BiBZ8Kd+Ivi+hXKaWrriSaS6JtOIi8QR8jPuySuQrIQXjQ7SSL7IOZAR2A+L7D4zvCbsJueEJ+aiKIyP45QfgZE127+FaKPo4kkeqeT2FRjeGdyE6XyXMCbzwUzGsfPJiEQv3uWxdUP1HiBy2pjQVszg+MKTqK1sVLXpqM/jr9+/Cxupqw+xC1bp7BnG9cmE3vMGsN1RgjsLn4mwVoZqhlUETYDTseOC8hIPDf20x9GPjnZEx9Y0KkZ2hpL8ebLBJQPeqOj/OArzy9/V+dlnNPZxSp8sa0NOwsnrNVgcp+TA1ypSoUQlRmfw/zOrozN4hedEcxKubj/irEQioWedsXgvQxsRtkGauZAmxeOAlHYc5v2g5rbqgFMc3iCq9f9yKdKtXKWVucqE6la0EZ5ZzNSLv6Ne2d8MOMzT57Hfhk53rA3hlA95zoNMPWQMyeDZ75KMEoEQklzZXxxaZQVgNIyi96iY3D4VNVpibJEk9tWWtuGRJAdyOiiW3E8dpfBZhxbI1oGoqYNMugem0WsL4bqylzUym34GIHllISukRls9mlrDgW9qA4FEInN4YNbW7AlyEVFGp4tmkji5EQUVZviCOWJ2/g9+fCXyTVpx/kq6GKiu6/Oi9eOGGIEps3jGufqUoqDUOZvfqx3Eq0Ko2i1j5nWTLDTZa8TKHUEUOMFLinLWSWXSCGnK4igOjeOkAB/9sqZbxU11OnBKewwBAb2Tc5hbDCGirSoPrRFjICuDftOeWeEe2dVs/pgxv2gKnI8Gh6XCQE/VrY9h2yQ/Cp0/XwBKLWymFM7V22NpXjNqdWHCNV5DGNnYHRfY7i+CIFI7UOZyNo9NIbCyjhCVS5VrHO7E9jmhz1ysNKLEqeA24e+jeizBccVTSRxYWQEXm8cIZ++X0d/HN9//hK20AnM9S7g/TviCNUU6GIEmJqhCFjSr9Xv2QR/cZ5YJy6vJRKfx884zvHRe4qx3fT8Fp+Fz8ra8KU739u6BzuCXuCs3Tjsu5YqN/odWozAwYZSLe10JoboqzZWZxtE3L4NR26DHIamknisM4JT6Ry8cbodj328ECrTKb+PxlJ9ANOegEfLFSifq0de60GlNIHRXoJPbo4j5LOTSCzuArR35pCgvrPIa/pgRocTajDjoQYuZbbDBUip7EtpAhuB9ps1o6DgC0/+NLY2aAWg0hJFnuL5xwWmhYJe/H8f3YHpc4NMDabYAldj51tjuL4IAQ/yy1YSoU2ki/CjS+34sw/UY0wW694In8Uflu+x11uvygsik0tk/i48PounuVrDP/58o654jVrgnnCpIfz5puRkm5dOML/sVerNB2PzOs7xTCSB7UVW/TLhtrW+qmG82qLalgDxba4oQiGX16m1Ok9cf0DtpuiWGdHviEXhz4kj5LJ5H9dCNaRfgPpXNJHEYHwBrvq4PmunDW6IxOd0Ls9nhxLYpoZhsI51cgCTUq97R/4Ion1yZbGqKbSPuFh6ccLZkHzce+IQZjSRxJWhMRRVxBGq4Feif2f9iRTeczt7Z1FDMOOXbmhA8egoQ45q0CYFHA5WvirLQWX9k6y4UnWFU5aq+ccwMjPsv47+mFrF7GT4PP5L9Y0IyQWgWGbRAyzgsk/ppzEzmPWJx86ImVlbuM4IgUB3OTojF4aRsJyS8PyFYew0Zg2tNSAyEdcu5NSsuYfcmins3VLCdbFGoFfGZnXxCJ39MezJ09q0NZbiolLg3qHP7qhLTnbZhiDZSC11vnx0OAgcMue4u8YNJCDuJ5SeMkCyBgOmKqFVEI3jKkhga532XGpepyWbCGVubIVL7kzn4q1T7Xjs4wUal5wJQcs2CCRWJXVIWqL4drgdD35pvyAjphkC3gJmdJbf2a6aIk3tppMItXrd509dUpMJPho+gf90962IOqFPnEgX+AUDYCqmpzojGE8X4ceX2vGjX9mGClWqnsa2Gm4u7p0pjIoazCidA/J9pjWqnkJZJM4d/XE88WYYXmkKi71zeM/OOEJVvD5NfIaP9k5qebfUDKl2lcUy0CpsGIvXEzRO5Qonst61rQpjg3IeHeXwL/fp+igQTSRx/NQQAs642e1S8Pl8NKFetB+Gj+OfD3vMqYAFxEpNhiVHDbPaulqbUNCLkru2YLJnFv7yMgSCXmA5aRpH+5wh1y7/XVOicY6HD7UBk+dxTHV9s5ZsjIW/bec3SD+TUiEeutSOP39/AKPynh0Pn8fvVB3k9kw0jDVhHpyc19lMzkWmsK3Y0M92jesJbP5LIzMcE5DGsfCElhHThlgp76xx2Y+vHGzDNlevtf1FftYzugylEuLzS/jyLU0YiwCVNfUsa+j0sKlft5y1E2D7+sTpIXjPsnf2Vvgs/lv5XsE7Y3/4Pfm4p8HPiEOvBYPlzD4haA9PgqaZVE0lWa9fVcWtR8wo8FXMVDtXOsKNbKEdWK2jwoZqaA1BgOQa5Xqr4RknPnRrG0KVTkQnmFj3/h070BL0AleM/anqkXMsVYBjJ9vx8w+lscU4j+H/04P8RZPL0xWonSyX3VjGooa75t349E1ysrYRfb+m8iI0pX1AjnVVJBPHsaK+2cw5dgD4o8fO4g7Zu+O25jh2ldSaJAs+/71S+FtNH20TgakiFdmo+MLFUWw3Zh+tgX4ceVyW1ynC8jrpHoP9XusrwAmOS95Z4wFm9G2uLQEw78fWKjd6z2r65oONpRZpjo1DUX26gqFe09jGd7a7xsMlE2RMUP1EPupdPqBok2CNrF9zRRHLKisHThKA45IN72yFc2ZaI8BsBEBWVUNtjaV4WpF+VKnaDlmzMxqqK0G1rAb60NatrBZHGIJ+NpK3lTMI1Wpx5JclsMsi88taQEaEgBDyNwD+N1iW0GcB7AbwO5TSf8/e0rIM3GVgSM7NLsxCQhPrKg0GVO4lasVrmErp4vA0tqjZCMRc8p6AdtHUpFoj7GWfHx2Gz2P05TYEmQXkqOFpntu3PkSmNlC49AU4G+IIqQXKIT6gAoJmdH07ORDHrp3mPqd1qaplkVmdzlr0ba5w4zJnCL6rpRIjgwaOa7HHNI5CmJW8Tt9qm4F7TB+wU1OSh3taA2hYrsFvHmzDNmdYIwSZqK/WFdh6mmVGJRJP4ubbD7KEh31Kk9V4vq1E9FmiPiWZ4J0H9mJXhlWzGuSsnT0zLnzo1jY4F+J4QyZeDsJKVdoiwpXUq+ugGgoFvSi/IYiRkWHUlBazWsOLfHlMa0ZBxRflReY2mdgCLWyKF4an8ZLMTD0VPom/Kg5mLeVJphLB+yil/00uLdkH4B4ArwF4lxGCVYpjQi8I9rcW+MNUStuq3YCiPrXgAviLdvsNLH3EwIV5/Lwzgt70Ip46b/TlzuQQZaL20ftyM33zETz4G20CQ7jNHsmuby9wrm/7eGLC9d9TW4KXjxny30/aqMHkvxvLWDR27zTBB29rQ6icIjrJ9uyDLduYi6sS1CNzZaCcqyyApWUJ97/Vh/2ESS037YxjXzMTvfyefPirZS45QjmbTRx7t3js9zHbYKEuUBFNXUkGUpzht1XGx6wY1S5coyJ9FLN9nadwbqnAy5fGAEnCnz15HgffP4dmpb/yT/TcprHBjMUAsu0+WufNR90mH+BQCI8dMyWX/NS5ftpIO7YqYLHaSaeqU2txXFtCoLT7MICfUEoTJKs5P9YBMgqGsaDeVAv8CaZq8NsH2rAldQrRs+yA5NTGsa+50DwO5YxIctZOJTUDAbX05bY+TKI21uHpl0aM/s0TWqrqTAghZfl4/uLjuzB7ppdx26q3j35tfKrq94T2YGfQK0ivwU9lQEZKFPd8TNuzClH1MwZ8VTmHg4BS5u2SliiO901iX3MN9zjsj4sj03hRJowPho/j24c9XPWza6kiwgqIF+bfVhzHrp89ktf/ZkOIuDUnl9PsHVAlhmUazZaJXG2QI4UmEWQ7FbWt+yj7jjfe3xtuxwNfOmhvvM+EmbOQRvliQrnO7GbCzZQQPEkI6QJTDf0mIaQcGv/77gE7bsqOK7Hox5K8VQFBLy6/xVJVpyWKB8LHcO/hQs1AZsPJ15cW4IyDwCEbgo2+3IZOuk/RRBJvHh9A4956+zzp8jpaqorRp+qAZdVU78r9jJ+3V7uBaatU1QJO1lT4OwPOSXjprfdRIcy16Rp8MLATzz95TpVaDgRLhOOcH0pw6iuZ48o1P8f6wQrcPqVqYFw0kcTp8SgqClaqopYJl3qVCMxGqjaWe22pdAOpUa6dneRp+M6RfdUQG5/bF4vnvzw6o2OmlHKWulrDQm7f/FmrxT2FHWWG+cGSXSrFhN7TupsxU1mCjAgBpfQPZTtBglKaJoTMAfhY1la1HnC1vrumQ8z+7hoWRBPm8H0g7FcnJ6brmi/GZ25ivtwaIbAWKxWd+AupUnSdyMVT751Fk7CtNr9J31xXohECGwOueT/sLrEdwjAgnlV7TljtI/us5nVqrsN+aRumusbNPuncvDv9bow4DOqrQZHUdQ1AOD8FQNR3r2R6FVZRs1VFZODya2FQFp4PgWpDIcw1NIDfb21D80I7S5UhejbLZ5X/XwcbgX5OeS7Bs26pdCPMMVOHGnyInmHv41TahTdOt+PnH1zWHEcsJPaukWm8YKrFbejDaxBMzNTaQqbG4k8DeFYmAv8TQCuY8XjEvuc7DTI46LrmNhGGhjFbqosxcNpQvtEWqegvjb9Wroo0xm2pjS7XmKXyyugMmspXmsugb9Y1seMcjesR9LMkWvr5WUH5WeTWxhFyC5sIx9EFgonWaPi8paKQ1cg1rUV7jpaqYhQrNpsbQyzl9yCb6+LIKEp817BmsSXRJVzqEK0+huU6rdSbVnOY5rcbx15V5ffk4xNBOeFilw2SXUkt61hn1ZDxb+4zz0zdcut+tNZ5cexV/V3sGk5gi89iHBkucGkoVG+4TYzBuxwdhbs8rkmnQNYZk0xVQ39CKf0JIeRmAO8F8H8AfBvAoaytLNuwGt96/ZdCTpaAYls1o9rffc9+7JWRiuV4FsjJ3hiofTamj9hcUQTQOISX2/ISE8Nnm/XajiNeo7Ff3+QcnuQKyv/kM37sMvUzE2aFA+5I5+HIqXY8+b4ZZnhU2un21Ty9eW8FHFcNkxqUdBqR9Dx+duEa1iy2eh+Ee/eUqV3MtaUF3P9qbQ0mJshOsrBhplZJZFTjvT+OvVt97DfFfXS9VEPqXOK7qGemKPc+5FQu1cXAomFMo9pHLsvJe8MNnmcVDcfSxXi4qx2PfqKIS+XyzggoU0jxhwHcSyl9ihDyv7O0puyB3WUQcSW2RjRtzI7+OL79TBd20QScDoKbucvHXEOj8BVbJ2vTzSVar+B/RfSuRh3q97WhafYVYExukwmRkZGKYFLBGs0I1HLdNsbq8PisrqD8qYEYdinZiEVrlr/TpB8q5+ifQXOZRT/hGo1NrJHTgJxOgwIrc9trDjYSK6AiJ+XdK5leM7URqLUfShPYWcrPYa8WjCaS6B1cwCZ/HCGPxXr5z3ZGZ+Pv3OfLo5qd7UfhE/inwz4m/ZH18RqylwhMf6h3SHkfjct+fPlgG7Ysd3JMoHiPWiqLVGn0rr27sD3oxRuvKhUN5bQgkQS2u63GWVvIlBAMEUL+BcBdAL5BCMnDu77MpR1yU37Sc6WReBKuujhaa0t0bYy+9R39k9i7tRGRqSR+1hlBT3oZz5w3JGszGez08+vqCAjWA7AD+MmmGqDOC5zn120kBvZcmY5YWbQRza9ft90+su8Kc10ghMABKlds4/zULcfWOC4lEGxrZRGQVuq5XsUabbjbOl8BOrko7ndMzWLDd7pMr7bDsD68TvqZ8En8hadhBQcDth/9kyxV9bSUhweutOMnn6nRpDgjAclUqrbgti/KGUopOOM9oeunGoI8l5TWMSLamgXt5TbMfZY5jqA7A8kfnGRRxTzvgqWFOMWdvV2BIi6VS3YJQabI/JcA/ALA+ymlUwB8AP7ArgMh5PuEkDFCyDmL379ACDlDCDlLCHmLELJnNQu/OliteMz+6x6bwaOdERzpmcBv3H8UJw21h/lat04HwX75cmrJ2qiarM1yPo5zUlQhD7b34Qv3taN3YtawfrHoH00kcawvho7+SUMb0fNT3VxPnx3GF+5rx+XRWUMb0R6tdEEMQFkmyyfPDEGiFE5QfP3uHdil81W35iYVjusTe/148HAbmiv4xGdU8FwMlP04PRgTP4eAAw6UbMI9rQG8T6n9fI1qFv/81JChZjHMBN4KOQj28BzvISXrpI17fmE4gWN9MUQTSfU3JVW1UrP35OAUN7ZpYsEPmUiR7PO2ajecDkG97vUyFlOJkz5W4wRh8Vn5bsV3xr6rlWt6vKelHA8ebsP2Kjsj2tpCpl5D84SQMQA3gyVcSEFLvGAF9wP4JwAPWPzeC+A2SmmcEPJBAPdinWwO0UQSb54YRGOqMSMXTz7fSzqVxrG+GPZx+e9DQS/++we2In5ZjmSV9c1KsjZFlytO1mae11hHoGd8Fg1VsOW4lCyqaYniu+F2/OBXd2Of4TlEz6YV51YipBPmCGm7PbLS9xouPpOaqKyOoojPLwF0pRoB2iVigWAyx3XRjhCx366MzajBcw+HT+AfD5cJ8jqJn0NX+3mdQSHMx1ObcPRUu+YNBmSGnEzA2uysKcZIp6KTliWdqNamoz+O//3YWdwupw65M5jA9kqgoYylqlbqde+rLQGUUhNXa2czETQ2zpYKLWvnHW37sDvoBcKcRJB11RBYXqP0svWzmZB65pK37rOF+szvyYe/qoSdvWg/1+YdQAgIIX8KYD+ArQD+FUAOWFTxTVZ9KKWvEULqbX5/i/vYDiCQyVreFlCNA34p5cOFE3l45o45NBBoh1PAuWytKlLzveS4CA7Wc4Zg+SVurnADS/q0skrir4vJEnz2xjZszx3UCIGVSoNSkyG4ubwQLGzDmru6ovNvlnCiL4Z9Ln0bw4S6uZwUyHE6mMHbFCFt/qyoyoo8U9jOEykL1UxbYykel3O5OB1AW4MPmp8sICSMGQVQiQkRr2ZIKbp+Ux8Rp2ZH9LIPWuoSxgRcVrzBRGCJHMx72FLpVnXS723dzWo/DGnvzKjePBuJY/s+ICinqu5PpPHe29uwqzghIASGcynkgFcm3oBFZLMqEWT7nVBr6SMTQ7j6/Nr92FQxhd3b/OY2on6Gz8K6xlmCTG0EnwCwD0AnAFBKo4QQt32XVcFvAHjG6kdCyFcAfAUA6urq3tZERsNj99gsGpRyoRYvpLm8SHUZu/Xm/YwrMhqDLIzMfk8+/EFZlzs8wDWxvjzGOgL1sRgwNWnL2StZVJWEYQeCXlZk22IOntPmidWW1Ek1QnpTxRR2ewKmZ7w4rEXkvho+iz8u3YkQ2OHviSyjoDqOUJ5+P0JBL8pubsTokIMd7LoSIB7XtTE/m4EDtDI8CvZ+W5UbA2pxEJnw9Nrsh40ny3qC0QOlKNdpyPRqh1A1UBBRRaBErSxm1EkDirviGLzNuchxOtQgPF5tx9JH57AzHJviZrHgdnVfWSHQDIiF8r2SYmI93EdVDyXxuRKvm+sPvTT683AH/uY3qjOLPub2oaM/jr/82VncKkto76mdxjZhIee1gUwJwRKllBJCKAAQQgTlrK4OCCF3gBGCm63aUErvBVMdYf/+/W/jhlJTxCPjtufU3/XNDSKbJx8IGAI7MqLwmenReWB1BGpYHYGYjUpD/k7J0cP8mw9ir38TRwisCAindqkrlyOkZ1XPjcfDnfg/h2tMnDSvb1Z8oCvnmGE8LhXgwcviKmZBXwGCOeZ889ZZQ61d+Cy/4yS0QkXNcKiVqRl69W1E/bTP14AQUM0jqD5Vg/fU7sBPn2xHo1LkvCWGPY08NhCvsaM/jiOdEaQkivEeCTuKB/D5avM+DsaTeLwzgtF0MX7SdR5/f0sjSofk1CFVxgRqNkieR2RW6hI7PflKrssqcs4iIVDWroti1qK4T01EUZkvOJ+Cc9I1opfOj/KpXOzsKNy47eFJLPMS2tAUtuk9OdYUMjUWPyx7DZUQQr4M4AUA3327kxNCdgO4D8DHKKWTK7VfC1Au2mcP1OLBw21oKDPmBFoB8VgaJ0Wcmp3IbCUe21wYO2Mx2LMdrPeh1bIYht2zmVUqiueGca6dNcWqUc8l+0APxJSKWJLAMG6t9lFUdT85PoAv3NeOvolZQT/DZ9M+ivdM2Y/dNcWZc3e29pD1Ab8nH3fvqkZ8fgkp5V1IFB39MXuEKsPR3gmkZPUSpRRff/wcuka4TJryPg5M6gsezSws42C9jzE8GTkKrI4JUoz3pwbjuu+eOTfMDOO6rhxHvh7GYlX64NVQmir556eG8IX72tEzPmc5hDJGS1WRej9yXASHGkpNbYRzc/iirbEUuZwDyq53QmQxpfT/EkLuAittsRXA1ymlz7+diQkhdQAeBfArlNLLK7VfE+DVIUoxjLg9Zeb7WQyawXeZvHwbHWSGRk7tqww8FSwu7LZqNwZPG9IuhPXzb6sqhkfmtt+3awe2Bb2IKG6XEsvGqjOM2zy/phOnqmG8XqkHYvMcukpvvDtvRhxX5pLF+oKewLU1luKygy9yXmJoLl7joYZSvEkIJMqSGUqU4kJ0Ci0Kf6BKaIU46SBwpVkdgV01bq54TQZ7ZhMzYuzXMz6LZ2RJ86HwcXznVw6gQkayF9PAi2fb8cQHFrBZ9GyEsH9ZVQ0JiA5xmlTJV0anNZuNhaqOl0bfs19OuNhnmGcFpjAU9OLPP74LM2f6ZQltLTXxZsi4MI2M+DNG/oSQhwDcDqCMEBIB8KdgRmZQSr8D4OsASgH8s5zJNEUp3Z/xyt8uXK2rl1Ub4XfGucTi+fBYDP5yh9labsERnx1KIGlZIcw4j2Ac4zq5v3nPjTv3yznpw+auWs0GpkIIyK5vvdPA+28zGMapfg51TbyxWvZKaSovhBqWaSER9YzPGZDKQewVPZPu+TNVV9gR3fUEhgxK3rMZk73zXJHzFSRWAKG6EuRuZWmgnZTlxNnu92gaULlfwMtcZbtnc/GRWwxVzDJhijK5Q/I4fLK2dCqNE30x7DYg2a7haWxWmGcdkiUMQWdVNSQ/Cx/FTB2mGJbNlW5AUiQaa4ZPlyNopT0zMXwyU1bFJXd8JxiLCSH3APgGgAowxRnzs6HUUl6hlH7ObkxK6WEAhzNf6lqA+IVowWIxtFa6BO1tiMNqvF0MiKejP44Xj/YhT0piqXcWd+6KI5QrRk7RRBIDU9MI5w3g+0+exEdkvfH7y6exuRl6MDzb6fFhVBTGOVdZ0RoFgS5+t/gQ2xnGlfTRvGHcRmrSsoYG8LX9baiPTQJTMYs1KkiF9whK40TfJPbm6MfNTCdth1SvMSGQ19hUVoD8qXxE4klMRKawu8kYQyGGXTUelBbl4srsJnzslja0oEsj6MZ3rbgr6qqYiRD/aiRd/ThbKovQwyX42x/0omJej2Rbqt3AknmNqkSwrqohNpdyPs8sVeNLh9qA3qc44/0qmEKrz9xc5jYrE/21gkwlgr8B8BFK6cVsLmZ9gW1s78QsnpK5y++Hj+GBL2zHHrWJvcdDNJHEhZEReL1WEbmiF6qN3R6eREqiyAUgSbKLY4u+DQD0Tc7jyc4IFiUHvn35HGqoBOpkeuOu4WkmTgsOX9Qgej/13jnOJ90g1mZE9DI5xCsY/gTfqVlDg14gZhxLILVUulWkkusi2F/vszeMc/rmaCKJruFReErF5SyF0st6gYDo8vEhj4VP4O9/rUiLD1kBObDYi1K2r/02CMvwrNFEEkc6BlEvbRbvkWGNZsbAPFdTmZas7fYbWrGntgSIKqkyKvFrbW3YvHhce4/GcR1OQMomVyxQDfHOFOUV6ADwjy9e0Yz3W+PY01hgHsM0rnb2LkfH4K6wSlVthy/eGYRg9D8EERBctJ7xWR132dEfw55cQ3tBPwXJDqST+PkFYyI0KwSqHYhXj/XDW7EDcw4CIjGrPSvpN893BACEx2fU6E5JoqohyukgaBHqDhniM+o3L/P6zavRm9sSCxuViqXUtBI3JSYyTZyH1O03tLIaDkZXWUE/5Z0Npb147GI7vnXDLNyjFiq2a2Ij4Odn6zHGhxzvndTiQzJS+WXi/669H2WPXk2V4GxHO567cR51m4zt9PP0xebR081qDXjrYmjl4x5EnndG19QyuWLcZWO/a6EasoojkIMiJUkteNTZH8OexhrzGDZOEeNpN37c1Y7HPyxhq6mfNpdxmHeEagjACULIjwH8DFpePVBKH83GorIHZsTTXF6ILodWHDwU9ALDgvaGfnxpRHMiNIFbnQxqSodUL8JO4J/rvTjXtwBCWUm/vbqMg6xfY3kRLjgIIEnIzSH42h1bUNV/gSGwcoUjMT+bUb+5pdKNaHwIkXgSeVVx7FlJzUCp/vvVEAuR+iiTfjxIaS3k39DGmDVUUe+VYRaNxvFk6Yc3TC8tS7j/zV61nOXtjVPYWcZNdU1UQ2YEoo8PIThQ7wMiSptM1minrlB+05CMkXnom5xFXY1Tay9Qbz72ajfKZIPQ9//1KP7981uwW/RM/Pwr2hoM/Ygju8hQpBoyrKGtsRRXnIxxI4SgJN8FMVNkHlfDF2xfL0ansdUqgj8TyXuNIVNCUAzGqr6P+46Cef28O0He7PpSTWS99Zb92FOZqxECK10db+SUE0TpE6GZJlP/01I6sAMxOr0AtaRf2pBxUH759XJ0ZySexM13HELIPQUQsz++/tn4LJVM9EbfM3hUVjM8Ej6Bf/iiG63Qz2XLhVyF/300kUR7xyCCdOsKNgqRtCHpCYHF+zg1OIU3ZL/5/p4rOFAwgM8LskPw78xYzvL0YBw7d3NjvwOMxQDQyOW/v/PAXuyq9WiEwJJYrRLJcu9eZ7x3OlBfqkS1C8aS1ZtpCjWTbSqVRudAHLvz2Ls/NzaMUrfBPmUpjZrvGQBmH1CSwWULRMZiw++hoBfJ1gA6OyKglOIfXriE+poq7IONytGAL1yyU8T26mJgUTa3ZmJ7eYfYCO6jlL7Jf0EIsUwv8Y4FC0SkCxZbZoc+mkji3OgwSo0ZOQ1GpEvzRfj0TW1oTr5lTUC4uYzpI1qq3JiMx9lnlwO7aoqEnhvqGms9wNSU+TmMzyaXNPR78uEvZZHNzx6dNqkZWp1qJ9GGwXQ5TXNZczOK9PN6qhinO9vx3E1J1OVx/ayQg8L9ZUiIOvonNb95ScLXHz+Hgx+aN9UsUN7Z5bl8bG/Wl7PcGyhZea5sg4X0pTPeW7VfcUy796ifS6ks9getbagb7geSC1x7/ThtjaV4jEsZleciaK0tQfQKe/fd6RSePdeOp+9UJDXArBbMgMHItmrIZCMwPKu8V3OLKcZAgHk/He9lwZS8yvHJ98/pzx60fe2ZceHDt7ZhS/oMMACDEdz6vbxTJIJvAhrzaPPduwisNlvTkyrpo/WJv7QD4vfkwx8oXzkRGvdilQNRSerQuLcN+wYvoTJfwmB8Abfe2YbtOf2cL7cIyRvTLlggcGr4DGBzpRvdXBqKg/U+U84k27EzElm1Z1WlH1kc7p2YRV0NEffTeYnwhGBlQhQK+vCawW9eVyzdiFT9ZcBBQznL6gwiadcTrAyxK6rqTANZj236rJ3rT9TLcTbDuoamfqGgF2W3NqK7h53L7783hN0VThw7pq+idmVsFo0VFuu29FBSPq+n15BVERz5DnGqujwXcKDeh8gb+lgY89nj8EWFm+2r6pJNINpXHqKJJI6fjCDgyF7FPFtCQAi5AcCNAMoJIb/L/VQMwCnu9S4BG8RnDiKZsTayGj5HE0m8crQfW3eVW+Z793vy8enNNUDACwxyRjRTxkH7dauh7wUCLwRizuzJG1nvOLgPu+tKOEKQAReSidsld5mN4jCL4p6HEHiJwuEAJLv5dV9ib8ADp+I3TyhyjcXSTZINA6WcZTSRxENH+7BldxWXE+ZaEIIVkHxGKgRDO1sCb5ZYzf2oan/JqY1hn8e8RpY6RE7YFfAAS7OmKmqbKwqhCyxZcY2G77LtNaSqhrg01II1ilR1UVXlyIIpW6qKgWX+7Gk2LC1eiOnThhKL6JiIoMZldO9me6QwpUdTBTh+MnsV81aSCHIBFMnteLl0GsCn1nw16wlCLxX2tymIRC0DCVvkqIajp8IYOJrCS6F5OVzfQn0jXJMIyZr76QqYn2nHM7fPocHBtdERAoEazBgjYKUaWqmNiTho+6rGCEg1+J1QG+pGI4hGJ7VShD4b1ZA8hq2Rk/tO8Zu/mCzB5240Fku3eGfcRXsmFUbPMeCl/Un4i/OuESEQrFH3nT3nKB5Hf86jiSTaOwcRRAtH9Kz7DcZY+cS0RPFv4WP4wacC2GGa33A+uXd/IenD529sQ+P0i9ZFiAzjRBNJvHZ8AFu2lzKVA1kHryGTasjKk4eaVHW8yvETN5vPXudAHG/Je6jGC8nP+eOOYZxJOdB+qh0vHlhAjVufadUYeZ+tinm2hIBS+iqAVwkh91NK++3avisgEy6EO8QKUlHLQCpjWIjnRkkiEk+K87bYzZ9JG6qpXRTRu3ucy6KaiUfO1fj/2xBP3WeDKuZjtayOwMCFOfxcvhA/Dh/Hdz/VxCEVDskLLmM0kcSl6CiKy8Q2G2UuJXkeLlmvyfadxeYZIVgn1VBHfxzt4Um0NZYi5F3hfBolG0tiJR5HIXpvpIpxqrMdLx5IMsRjw6j0Tc6pdqV0KoXTg1PYUWgeW7QmlnlXfh9nxW2M61XW+GyqFwPHlvFsKAk/sI5eQ7xqaCUmSKByFJy9Y72T6h5SJV4oyIjssgQALD/XYGwONW7FtVbPlCpSdbYq5mVqI8gjhNwLoJ7vQym9MxuLWhdYARHr0kefW4lzBnSeRHJB6oA339BHcEFXQqqmNqyfUWphWVTntTZ2Bl11LQoX5Fi5Db9mBYgDK10Q/nPf5ByWJQICilRKskYqhipR0UQSP+2MYjRdjEe6DIZHKzWDrSSjvQ9lH3Nk433Am49oIonB+AJc9dnTyQKMCPz6fa9he/oKvuXchh99vknsdklkzxIdUl9AOLKEfL/NGgmvf6Ym7nIwNo8at9uG6AD1pQU4rUYEO7Cn1sMF/VmdzwwkTU7lVOl3IyiPwzM4KYWZwnp4DSmEYBX1CKzumb4RDtb78JaDICUBOQ5mYEdqEAFfIRy9M2otkFpfgbonzvpJhFwKU1qLYKoGv30gexXzMiUEPwHwHbBModkuHJpFWEHtshLiAwRITk887mkNoMwZxOZdbfD3nkY0kURfYg55gThCDnE/3fwZ6U71Bcx/va0NDfFngfi4eI0rIWsrbsvSEMz3y5yA1JcWoNPhAJEk5LkgRiqA4TIy5MA4pwwMj5bSj4gw8rUfatGwtw04eUR1sf12OHs6WQBoD0+iKd2HNsd5DKQq0dnvVd0uu4ZH4PHJemPiAGhalWyiiSR+0hnFrJSLH1zW1qhIFzfUFcoqFYdufwLefDgcDpW7rPXla4sxqiXlP5XyiZF4ErfdFMKOkgXtna10ZngDrwFhno5M4XV5n+O9KXykhUl6xjTxKjNFHABdvrqNzgRE7qNWSF5AmHVjKDY6+X211pWgqjWAgakl1HoLUBP0Aj2scNXnDtbjdLIcv3WwDTh1XD1794WP4icfzUcLAL+3UKvOlyXIlBCkKKXfztoqrgWsyide012+1N6Hnc1EkOSMAg4n/J58fLalBqgsQfQUE3PnpRx8v7sdP/tIDtQMElb6VQV03Lb4QOoKmMczIWhWc/G/2Ukohj+Uw24ECwJS5yvAp/cHMTSZwB1trdhRCg6pcARFlQgYz8EQWEKN2WCGx2nd2FbPGk0k8frxAWzeXmaOmQAA4mC1H5qqgTovjr3EBwqms6aTBViAUq9rDEQCcl1Aa50X0ct6V8Sn75hDo0vvacUII9v75bSkpgr/wn3tWEpJKHYt4+lQEn6vW7ev/pICfDJUi7p0AL8TakNN/zkgnRLuiY7BKSnQ3Ktnk1o7K+Sofm91PlhUblqikCgBlZ8hVA34SwpVr7qmnQfgH7hwzW0E0UQSl4ZltaSRMNvdX7WNUtyn2CTVBHwFCPgYkm9/eZ6TmNM4P5RgGWOz7TGFlb2GlKilJwghvwXgMegji2PCju9U4AxmZ8eGUVYkSsRG+A5qP0V3+VgqjLn2CXx3awLzyxL8lbmoVcYm5gur6p/TEs5HE1wqYHtpYyixgNPjFsUwLEARK/PLp7ArWMH1sUDWyveW+ldq2yaSWMSpsQiq88x5e9Qye75C+P1avxpvPtNL1xQDC9N8J+1Povfc8Hvy8ekDQfQkCD52i9HwaH0ZNX1zJSLHZOToyefaU+YlkpbUfgrXLEmSvoB6FiAUcKNq/yYMTZbhzoN7saumGMeOJpHipJ+esWk0+pUzSbk1TqsZW9saS9EensRSSoJEodmnfMWmd+YvKcTHAnJepz7uByMnb3wfRiSsOw8ccjS9R26vOWLRWufF6w6CtORAjoMRRSSpSpg/vTkAVJQwX3tA9iRbT9WQpr5S1ZIWhFl9Vt0e6d+Z1maZO7Nq/k4ATPpqlyXmXBfBDiVjLHGa3uNaw0oSQQe3YgD4A+43CnCq2ncJKMjhcjqN586149lb51Gfw3EzCkdgoMI6pL4s4eVLY0hRgsXeebxvh4wIiRNACooqwphieYe/mCuGJuDA5H7RRBIPd47gclrCy2fa8dxN81oglqRxGfwa+yZm8UTnECRJwhPhTvzd59vM+maqv4zqs00tIjI5jZyg8hyaWKtfY1odJ5pI4qHOcVxKp/HGadnwWJzDuL2BGP7q8XO4mU6A9k7hbu80mrcq8/P6fztpSP9dwFuIQIXsYnvGTmrRPmvvTLI23ivvTN5Xvycf94TqMBSbxc23H8yqjQCJQdS4Xahx+1QPlIA3H8ThUKWf5go3QOK6Z/N78vFLB+owEEvirts11VWJawnTKRdyXbJ9ijgAKaVsDJg/PqzPnuBcmRgcuc1QYhHnR7iASx0TJBhHnYsRiz0BD8pbAxiYSqGmohS1QS/QZTEOiEnNteagqob0EoFRLdk9NoPGGoGLqcNIGAmiiSTeOjGAxl1+Jo069B5B7NG0fjUl+arEfMutB9CSMwj0IPvPjpW9hhqyOvu6A9M3pyRA8RIJj8+ivoYT4xSSZ9KvFqi6Swdh6QnS1KllDa3gkZx2Ye+RdYO339GGFnJJfrHGi+bQHXxljVTm7nonZlFX65KRlfFisT4947NISWz5UiqNjn4W5s/mYH3CE3MY74+jtiRPrX8bTSTxw84J5EiL+JceJSqSIJqYx1sdg2jcFdBc+CSNOLA1UkBe42BsHoTmIRKbw1OxiFpmLyUBl0cTWqSlYY/Me03FBjsrNRQvtTic2t+UIuArhLN3Ei4Jen2zkTAauLkabwFqinMBYyGYtYZYmHsMzfbzqf1BXJlx4RM3t6Eh8TwwneDaMAh4CxEoyVf1xqGaAjwZOonOVCNq9t4F/2CXtq+6fdMbkDVCYPU+YHpnCqMykE7imfMyo1LIM0GCcQQSM4t6zwNcm7g2qg+0fq+uhWpIdgDRqyWLADKlew5tfRxzlVjEzzojeCXlRXeHg0mjFUX6fgT6c00panyFTGIOFAOjK0nsawerqUdghASAs5RSqwQ770gIePMBh1MNdGkqKwTIPIA07LgZv5fpLktdQeQWV2H4hecAiWhi7SyE/u/+kgL4Swr1qYBNF43nuBSucEb1CGooKwTIktZGsMam8kKclcXKHJdczWpUm6ujP44HX+6GX4phkyONO4NT2O6pUTmeHFl91TUyjfycRTzWGcHLKS8un3DiF6Ek/KW52rNBUU/Mq0XW83OceLhjCERK4TE6iC1yhlQ4nNhaoRVLF3H7upgHZX/Uubg9WxGBGd4Zp29u3rEf/sGLhrllLllRO/BqMO5ZswaxMODKA1KLurlqvAWoqSpmZ+a0ATnqVHUcYkwtMMSaN8sI2CCT9KLjMTj7OdWd3dmDCPEYkTPV2ygURqWogBsHgnEAECeiiRm8erQP25sd2AOGMPti08z7SemjjKM+K65ZriGjWrIh8TwwI7BPGSTmgfiiKo2mUmkmjVYKEtqZ9kh0P94hhACsuPwNAF6WP98OpjZqIIT8GaX0B1lY29qDLPp/6kA9umYL8IUb2xCcGAXmBUm1jMnOZEPw57YFAHcVorEA+hIS6kqLEFBcTIWcrAHJKN/pLppeZPR78vHZg0Gcn/PgS20sEAuLaQg5LtXNr1AVK98T2oOdAY9MCBgH2B6eRDotQQJzBTwbiWN7i8LxJOGQC4a0VBVjsHtBVYOpLnxlXm29Muf6+bZ6nJ3z4MsH25B8+VWkJHagJEnCnTsqsH+5DP7yUgTK8g1rlsfh1AwXhqPwFSvGOIt9tFSnWe0r0eubB2FGhIDMzRm5ZuVZswQL08DcBFDRAox16Tl307MqyNrqDHG/yRxmNJHEg52T2CTN41/CR/CzD0nYohZ44bh0hwXisbLZQGFUZg2MCk9QiL4f+0Hlkp9O9WL2WAzf2prAM5enkZIoHrjSjqfumkGTU/CsouddazDZCDTCGPAVIVCxiSPMVvdc82qqLS1Cp9H7SYTkTRKaBbHI5llE5oTABWAbpXQUAAghlQAeAHAIwGsA3h2EQIaArwiBGi8Q9KL/0hyGhuOo9xCmLtFdRqMuGVBUSGo1LqEIbeCuoPcwiCQWcXp0CFV5Ai5IWaO3EIF6OU/7iAWRMXhl1HgLmFhZrXmLDCUW0T04Bu/mXLicBFRy6Iph+z35+OW2BgyPjuDmOw6hefEYNsULcSKsHGKC/Bwnnjk/hlwpiZL6GELyXa31FaFWXuOQtwDEMQUipZDnIrhzazlaZn1AXqHg4ENdXzSRxI86xzCUnsPT59vxi5vnEazkuEv+fUgax6XoYF891o/tTYQVE7JDYNx+DEwlkFunEB3eI8UoEWQR8cR72f+lzTIhsFCpmKQoHuHzA3L6dGi67TywjKAXh2ewpVT5XbBHVo4BOrsOVc/+5w7W49JMDj53o8yopBaZV92RPuwJlmKXukbtufpjC1zmXYorYzNYkgicVMJyWsKl0Rk01XDr0dkIrmE9gky4docTSGn7WusrVJP31e86qKnqdP0EOZTe4RJBrUIEZBiTv4sRQrLo3LvWoFB9pm/v6I/j8TfC2CTNo9ixyHLS18nhuUbuUhEZefFUxwXYcArcd4pOvjudwmtn2vHi/iSoU0J0PMYKsReICJENpyC6sNAj2Zl0Ln506Ty+11oDzDhQ7FjCuaEpLLmnsBeMe6nN97HMpt2MUCqHeLFyO1555nFMS3koJAv47vfa8ejdTlZUg1tjTUk+PnOwHtHxSdx6cwgtm8aAbui5bYGxWEFYSlru3ok5BKsrxfvI+ZEr3OVTqTBmj07ix6GkTJhFKie9bjstUdzX3Y4n3zeLZod8GY3vVVlvtiAWBvKKgCL+WVdQF1h65HBrlSVAxrUvgEgsI+i2KjewTATnemUGQ8io+AoRqClhjMooMDi1gMdlrzpHez/+LZSEv7JY9+7ryopwslvJvEuwucKNi1NzcEopOZW7G1DQiRHxZdtryGSY5u+Z0/p88G0MKkd/SSE+UVfNamYMwiB96SU4dTxLg/I7QyJ4hRDyJFhgGQB8Uv6uEMBUNhaWVXC4AJqW1SUUaTiQlih+8FYvvuDcJHvbGDgnqwuju5xm7wpjoQsj4rswnEBndAGbpHk8FD6Gf/1YGbYBAokkExGe57bZXEsSQOQQ9rnFFLaVuvH40Yt4IdWL6PEF/CyUhL/AqAohcgbKanynZxFpSiHJnGYqlcaF4TlsLYEJqQR8hQgUUmbomhjT1milcoOiZpiHU7Y1NJQVaG0k3h1RL0JrOlhOfVVhw8lyum0nTTMOdGQGzX6YuU1i3I81BkkC4n1A2RaL9+o07ZnigbJ5a7Em/fBtVETF1u735ONXbvBiZCSKW247gC30AqtjYDS6r3iuqDqmjks3MCG9sQVOJ+5g76NKfz5rfW7VZrN18xbsGh2Ap7QSQ2PjeM/tbWiaex1IxNUxdcQt615D3HMZ99bhBFKc95Wdw4Od+s5SNQSLNgoOeedIBF8FQ/5KDYIHADxCKaUA7sjGwrICPHKW0mhrLMXPnQBNE1AApwZiOP6jTvx7KMnSxfJIRScRsHEGpxYwNDaJHJ2awV7UUzg1Rb8KQCfCnx9KYFsxVM5Om1+QJ91WhaAZdBX31eYKN/qG4uZ8SH6OgOg8aSQcbCjFm68SUMrGznERVlRDjSsSIRULhKH4knNrVGwNV6YIPnNTG4Jjcs1J0z7qEZheB8u7S4o4N20/4JiDU1pmHGhVEUDmZG8jo04W2bt8M8Os7oW3Qai+MhkeY0n8vDOCl1I+jJxYxE9DSfgLDYhRac/tU11pEeo2yZJeP5VxjuFcrfjOIEZ8Dj2xqi9z44z8Pqj8PgbiCxiYmEZ+tZwdV7azfXpzDVDsAUblNRammGRxAeI7BKyfakg3v9V+CAzsQluLcRwDM8ndM9uz906RCGSE/1P5X0ZACPk+gLsBjFFKdwp+bwHwr2A1Df6YUvp/Mx37bYPDBaSWWC71mxrwysVhTE3MAZTzN6+0ugzsMEYTSTzQOYx8aQ739rTj6Tvn0FjEdNAnTkVQi5jsdqk3Pvk9+fjlG0pwYSYfv3GoDVWnjuFYdAlEYilsd/qLNQ+k1eoODfpehmQbMDAxgw/e1obGxPNwLRbh9BUmnufaGbHksVvrSlAVCqBjDChIu/DA+w5gq6ObBSOZuEuB1GTkZgRida2vCLWVzBVy4OI8LiaWsHPTImqsnpVS1MrqqwpHHVo2b4Z/ZMBMdHhOVtFtH6rH8Ng4brnjEMsSGRuzISBZunyxMNs7bz2QVuIzrTnJ3sl5s/TjV7pRg2qL4zAzMTILnnUgvoCL/SMoc9t58uiZkLpSzatuV7AS6OnF/Uf64ZSW8IPL7Xjmtjk0eAQSs5GZ0QVZcdKg4hosSRrSzQoIpA+BCpZlcR1A07ZSWUKTz77iGCKSYnT7qHxnI6FZOQ9kAVaKLH6DUnozIWQGupPK3hSltNim+/0A/glMehBBDMB/BfDxjFf7tkGh3i4VoQd9+bijpQo/f2sETgnI5blLlQPhOHL5RUfiSSylCQrA3C67x2bgXKJ4tGMIJ1O5OHnyGHO7zJe9bSgzhiX6YqiqDuAD22VDcF8+fuWGRoyMRHH7DfvQUpiQdetW3L5RhWGlf2dQ6ytCrSdHDsQC6mQEWo06NG1vhX+oW09A2MAaN6MYxqtLgflJpvZRUuzyazTOL3/fH1tAd2waJV4DUhEgvo7+OJ58qxcT6UJccI7hw+XT2OLlLoOhj9+Tj1/a4gfcxcAIQ2DR0QkmofFz8ZKErwi1BWmgzgNcNl40A1eWLdVQLAy4q4HcAmCB14kL9MagqC8vxtnLmm7dRLx5bpl3xeUdHNgX2tgiDlT2NvrXzjHE0/l49lw7Xjg0j0AFS4b2wpE+7K9yspraJomN86rLycexE0kspwGnfD/C4zNoKNHugtZPgOREHLjubGeBEKhcOqcaskDE/fFFPCFX3hvokPBIKAl/cQaMml1AmdBriUFfbAE9EzF2h65F0jlK6c3y/267dhZ9XyOE1Nv8PgZgjBDy4dWO/bbB4dIiLmUj1j2tAZQ767C9oRb+8ajggOoDjwLefMCZVt0umyuK0BsdVdMDaJwbe7EnB2L4+yfPI0QnEOtN49fuKGFh2ZRqInyNB5iSg4eMF013QDj3PEvujjtYKV7FxRDoJxv9QLkHGILhkok4NZgLdhCec1Pm16t9ookk7uucxFKa4PEL7Xi+bR61VYW6NvxzKDYbiRIsSwSXhhPY0qJvI3c2XapoIon7O0dRIM3hvh65qlyexXMZn8Poo55N1dDSPFMNBRUtq7ZnZ4emkeyLodJfhGCBNnewjOnW/bQWTdv2wj/cZyZyOkOqSM1gTVC1NlAZHEV1ODA5j3TOAp7ojOCnyz14xJHEfw2MornRjaBPEAjGqyWdkqqWbCovsj9nOrUk9MQKMBC1TDXaqwCTPcJw97i19EzMq5X30kqMQJ3xzGSi9hHdIX2baCKJezunkEpL+PmF7CVBXJG0EkKchJCuNZ95FUAI+Qoh5AQh5MT4+PjVD2TjBeD35OMzoRrsqilWJjVwu1zgkazi+dLNzbihqQwPfukgGksL0VBWCOJwwEUYcWCcG7voJ/omkUpLoABSaaB7dJp/QHke7oJY6nK1AzoQX8Crl8bQ0R/n+gAwIudMVEz8/ijfWSFQUxvx2JE44woBhlT6J+fExEpGBm2NpXA5AQcBiMOBlsoiro3BXVKQ12k5DRBZvXdldIbjjg26bdOzWuRyyYZqKN7HxvU1yHOz/bgYTeB3ftyJIz0T+N6bfRiKc5Xc5PN5z95q7Knx6PqpzyYJJAJLjyABclJ85r35cDgdcBFWQ7vOl49eGfFRUKQk4OxQAve92YeByTluWP047H404tbN5XjwcBsAihcvTyKaSOrvnmCNQ1OL+PnpIZwanNLWrHMgyAIIJIKzQwkc64uhL5bUMSGN5W44HA44QeFyOdQgVW2clWwtojYiO4KieWDzKoVpsgErklZKaZoQcokQUkcpHcjKKlZew70A7gWA/fv3v/3baTB0id0+rQxWPKdWhGCOj6kZzlMESwvx2YNBnFqowm/vOyhnTmRjHwiW4A2nA4QCxOmUM2ga5zdwpVb6d1lH+b3OcZB0Cj+61I5f3DKHYEmO1kbo1gZrHST/nYgrMu2RIThJ4O8e8OaDOBfhTDPjbLC0QF37a8f6sTtQLKsZGIENBb0ov7EBFxM52FFYhEB5gWHdPGEUpALgONDNlW4AswJViJHocpKeCTlmAeK9QM4mwO3XzXV+KI7llATqBJbThBUpUZ/V/D76YgsYi8TgCk6itbEKOvUPNSAVSdZJGwPK+GflbFi/cYsfPRPz+NyNbQgMdiGdl4dzlwgcaY14L6eBvokZ1InGkccPlhYhmO9FB4B7X+vBUprggnMC7680qvygMgYDsSR+ciKCc2mC86eOM682QGyMXVPg1aIOdI9N43efH8XddALRXhf+f605cloWlk5dyeJav70V/uFeCxySCTNF9CU4hZLVMlzp1DuiMI0XwHlCyDFoadNAKf1oVlaVNeBsBIpRh+e2Oc6xP7aA6MgECzxSEEYGKoSAtxCBsioW5j8A9MXZhc31S/jjD23DVNcYKgJNqPdxeW9WDGIxt1FE+E2ya2h4YhZBr3xIjBdd4saxC2KxMVhm5F1iWKPfk4+v3FaH/pEJ3HNzG2qHutE7mcRTcnRpjtOBbyv6VblPnTcfdbXlQEJalfTBONAqjA714pY7DqFp7lVgds6+H68aSi1ajr1mQCmzD3jrNcQmE8bx2QW4nCwtB3E6UOvdpO+rqiWprC4Io1KawPfCR/Gvh29FaFOGEoHII8bQpr7MjfpSOS3KAEVQVp0uJavx2vl+eY1O1JcqhFossSoMl6Lyo5QVZ7k4PIUt27jn4vqx4kVsr1T1qhL0ByBrnkMG99ErI9NIpZwyYWb3TQ04JUTO4loFVJYAw+bnYO/B/szq1Kvc/Eq6+wO+JLZ68vGbtzegf3gMn7z52hem+ZOszH6twOgKyqsLZIPZdztjKJGmcF+37PHg2wTVKGfiuIyeAnr9XqU0gR+Hj+P+D7lxsMEHeIrE3LYx341RQgB0HDBxLqgccGNZoRhZG10j1bGs9ZLa/PZGLKyg3wSAhjI3GtyUIZUhoFvRr1KKdFrWrwYFqhnD/L2TSYwPTMJZH1NdEbW5ZA5UldBKgIvGNYpEb2jfceP0x5IYHYohrzqOPS1lWDOYGwcWZwFfo/pV52ACb8nJyUBKsDPgwUc3b0aNS1EBmIl3JJ7EYtoBSoC0UjNhW1ou5zkBbzELFDSrIgj6Ywu4FB9GaZHAoM6fPTVrKVTV1O/e1IwPbnFj5kwvyus2o65gSWsjdG9m+9rWWIqoE0inWbttVUW6sbU1slQpRxxONYeVrjAN127NgUfOxIEtlYXIcS2pEnzAmyMmqOr9sJC0rRglizbhySSe7ozgsVQPnnNO4a9DSTQ0udHglq59YRq5djEAgBBSBmBSdim1BELIQ2A5icoIIREAfwogRx7vO4SQKgAnABQDkAghXwOwnVI6LR5xDUB9aUpiKQWBiwxmgAOS5vFQmm+WCOw4edWzSLuwF4cT2OIj+otGbSQCJWrZ5O8tc9u3BjAUjeCDt7UhOD5iwdnriZzKhXCILzyZxES/HNnMSz9C1ZBG9Hon59E7Nq2vpKU8h8g9kFI0V7hxSU7N7XA6OQ8tESHQXHW/1RlGrTSB74SP4Jnb5lBfWiSQbAwXjRAMJRbQMTGEunSjJXJkLq7aXPd2xlAhTeDh8An84+GytePClGyj3gb1q/a+uBqIRakE96YcgDhwrFchevx+8Hr8FIgEbHKxpIcXhs7hJbmgzYtdskql3HCup5K473gUs+kcPHe+Hc+HkvD7RC6/nIMB9Gq4bdVuYNqHXurAG93jLFmchQ1LOUOhoBeltzShe2IB24rcqCkvhFAiocwNleWwKsFXd4fgj3ZDfUeAXo2ypqC3qzWV5uPvPr0N8x0X8JGGrfDTCPdsCsPHdRfY2QbiC7jYF0VlTlxw9rS5eOJ5eXxOC8xLU00iyppKjMFK7qNtAP4azNXzz8FyCpUBcBBCfpVS+qxVX0rp5+zGppSOAAisesVrAaorqIyMhbrtZTjlTJ5N5TIHY5uThtc3a/o9Il/YPBewrbqYlfWx1b8rHPA8+kcn4S63zkdUX16M+k0+ximMU1WsfOvEALY258j5XqwOnya1/FNnD4LSBB4KH8ODd0loymGH+EJ/FJW5cewTjDM0lcS3O+JwpJfxs4vteEmHVHjjrP5ZG2QPmApHEDsDXvgTU2Y1mGEfmSE4F5QAqZSE8Ngs6svc1mofeQ8HYvP46YkIzqScuHjqOB4LJeH3momFqj6TifdyGnpue80IQS9QWAZsKla/OtRQhiNyIJZLzuL6rVcFRI+T7PyefPzmHdWY6FvGrTeHsC/oxU9OyRW/QLRYGIeeeA/EmDrRQbl4mUZ2Zl480ouDvjkudYg1J8sIcw+8Uhw/uNyO52+YR63bJkZAklDvy0d9RQnzmLJTl4DLYVVbwrkqZ1s1pEgEmrF4Z40HmPShhzhwrDcGV90kWi3Vq/z62F5/78gA4ul8HDl3Ao+HkvBX2+MLANhcWYJuUaBkNhwXOFhJIvgnAH8EwAPgJQAfpJS2y8FgDwGwJATvTDCoORTVkIDb/s+312O8P4Wbbz+I+qkYVK5kJTdDzkDk9+TjN2+vxkT/Mu44tA9b8kaBiMCtTOV2NK70nzt7kZ+ex8NdsttliWHNAIyG4N7YAp7qjODVVAniHdN4IJTEApKY6JONiqyTdrBUqWWTjPhYrENu4Ty+3z6EyXQh3jp7HE+YuEuKwXgSy2mCPFAsKy50jXZeEfL+yxlBf2mLn0lmCfNzsH7aRQt48+F0UrmkI0GjQpitPGDkfr0Tc7qiIpF4Ev4G0TvT/PAVJkCZa82Mc6klIDEI1IR0X4fqS1Et53Xa3LQF8x0XsJx2rkj0GsuL0Qgfi+sAsMtfhFEHAUkDuS5xoGCdrwAO5zKcaUmNlwlPzuPpzgh+uhzGC64Y/iqUhL/cwmNNPp/szOSy1CVpCX2T86gNipgAe4lZ/ay2oRZtjHEEWQCT+6imJv77jm5sphP41/BR/EyVRu0NwX2Tc8xjjlItDbXlM2hquaYKtxqY11qWhj95xqzKzQKsRAhclNLnAEBON90OAJTSLmLMIf9uAqNqSKC7aygvRgPxMY+gKbmfEWEZ+wm8Mhor3GgkPlaBalLO22en0oB20QpkQ/DA5BxqG1fwbKIU3RNJWf8uIZWS8OqlcRydpWigE/heuB2P3zYr2zr0agang4BQlj5ia4UbfQMjWE4TNR+S6BDXegvgdC7CJRfsYC50jLt8pb0PoXJJ5i6tvJa49yGqiMWt0e/Jx2/fGcBE7wJuue2ARphtXWMpGsqKcFTWN2uBgkZdtl4NxpiABoz3p3DHwT3YvVbSwNQAQ6ScfUB5dn9JAUtO5vEgGs6HQyZ6eS5oRI849EyAysywdbdUFqK4NYCueQ8+u3+/HCioPzMBbz6+clslekdj+MwNh+DvO4dfjMlRy5CQSnPv2hKhKx5agFNi0fD1pUaiY7THKOsmGJxawpnoEOq2+bELQM9EEpN9MeQEZMlTeVYjstQxb1kAgUQAyHdRKlIlREtp1ED06ksL4XBOsfuhRvA7VUPwIc8sNqvPqt9rNTBvfhIY4FW52YOVCAE/e9LwW3ZJVDbAaCMwSQQWSEUOxFJtBJYBIsiA47EIWAFUwsS4UrBIUpcDQV+BeT1KP26cpspiXLrA9O8SBUZnFrAoEVAHO8Q94woh0GwEfk8+/ut7g5gMz+P2tn1oopeQO1cIh3MazjQfyao/6DUl+fitO+owEB3BJ25qg7/3NHomknimM4InUmE85ZzD/wnJicd0SN5OiuLAYORuLHejkcqG4CnWJJJYxMmxIdRvq9TSHivzAKjzsZQSZ+ZL8du798Mf7eHaKBdf9kjhkGxDuZsxAf5Vx1FaQywMOF2Ap9b8G3dmGNGrxaRK9J6D8MwYjd5SmkWAByuBgEcNFGSpoXtxqHgGm0HYs3kcQG0JoqeTmJwvgENVTREEvAU2c6UByojlf3lPEGN9abz39jbURsPWNgLuu97JOTx0dAD96Tl0n3HhH7Ym8O1L3dhKJ/Bg+Bh+dOc8GovMNiz1+ZU1ZAUMc/FEz+EEoUCukTAbvH3UZ5VtHYdvaUb3RBK/GjoA/1A3rozP4RedEfws1YM3nGP4n4dcCHj1NoKM78caw0qEYA8hZBoAAZAv/w358ybrbu9wMKaUJg4zdyniQExZKo26fZGftpV4zB8is9vlf3lPEMP9l/Gh29oQiFzhpA2jSoNTF5QV4Z5QHWYiboxE2NhK1tA8F0FzeSHHbXMEpMKNJsnHEMggy6X+G7c048rkIjvEkcsqUnnxSC8OlcxgC2HzNRaVMeTcC1we0wxdaR13aaHHl5+/Z3IB470TWs1kdY+sCXPv5Dx+ejyCrjRF72nCEgWWG4glIUzf3Cgjxyiba7IvhryqGPZYeWjxhHmtIBYGSoKMGBiBTxUCoKmiGE3Ux5LFTXHPb8U8WKz1ysQ8fiF7oLzuHMWfHHIg4GHP2jkQx1udEZxPE2x3AHfvqsKH6v3wL541q/N46UN+D00VxWgiJbI3GLU+n4DKPHWPzepcQ1k9ggKV274yNovGojyxTjzrqiFlHv398Hvy8Xvv34r4lQRuuymE+tnXABAMxpM4GxlCgDaxbMXcHQ5PzGEwMo5gVRne21LO1HdDwMWRWS1nlEQxEJtHoMHoeSeK17nGhIBS6szq7OsORrE6ZaDoVi+E8y5JLZrHsbARaOOCQ05MHI4OjKKgUkZ8AqLTVFGMJpdsCI5YSBI6giKrUUoK8clyP14emQShgMPhxK4aD7733hDqZ1+HKgHZqFQAoL6sCPXlxQwZRYDuiSSe7Yzg0VQPXnFO4M8OLKPGp7+wm6s86DmnGT41PbXeI4PNxb5jOtgraKLj+Jeedjx/wxxqi4nNPrLP3eMKUpEs1VfaHmm2l//X0Y0mOoFHwidw/51pNBYi+6Uq52NAMg4E9ot/t0LyRnuUTtI0SwTGNV8c4QizJGEgtohAPXtnR3snkZYolqkTEqWodOdgS+Umpoqwkz6U9+dwmj14TLYvPbFqrnCj3eFADpXgcjqwucINZ1zhtgmrB4yU9s54vf16q4Y43LC5qhhYlu0xXUyy+WH7AIbSXpw704EfhbQUE2cjU/jeS1fgSSewcHkGv3lLPeq3sqFb/F4MnCbIkShcDoI6X4HgvRoDHmEmsFmALCTteBcAbyOQkfzQ1AJOTETQtLkYOwGxKLpSlK4oiMSQ0mBoagF/d/wKqugYHrrcjhdCSfgDZq8hphoxHHpjMJDocjgc2FJegL/7dADzHRfw4c3b0bx8RT3EjJtZwNlIFDWIc5W9AL0ko3+OrtFZ1f6QTksYjCVR06SXfporilnOJkcd9lY64Z8/hSsT85joGUdurRyYx+3ZheEZdIUnsSRVgBAJy6k0+ibnUFtvnl+fLoK5oXbItadzjYnYLMT8SDyJRalQz4E25MBUqlIkxb0dUKqRGe0D2oQG9YDZ9tQfX8Cl3iiqHAmZA9UbcDXJQEMqCuJxGRGPlMahBh/ektOLOx0Ee2rcAGR3ZX7vKQwI3amtUZ2Ll4a1Pbs8Po+pvhhya+LYC4qGMjd+7cYmXEy48J927MWu8Sh+v6EF8ctTuP2GfWhcPgMsJMQc8Fq/ExOIzozylZ7B6BmbZWkfZFscz4ScGmAlYdMgWE4D4fFp1MvDbKkqRlFrAGXOIPaXlCLgGEbPxByi/eMoLI8zZ47VpEBZQ7i+CIHIRkApusfn8ERHBKdSLoyeWsT3Q0n4awSGYIeRU7HR/1u0GYwlsSRtAmSPC+bmJ+JkuZevGlBtEJYhoE1xfUMFE0uV+fsm5/Fgez+G0l6cOdOJh0NJ+GsM86sulVpQ0dbqEvSd0bj9Wp6b4bh2vycfn9laAyzNIXoqiW90XEYLHcd93e144WASAVl9c2lkGn/yZDduofNIUwJCGFdYX1qgzZ/mit8ZLmNDaSG+0FaPs3PFqN22T0sUaNxHztNLr+8lLM0HWTYT3bXmPmO9QH4JoGSiNcIKap/eiTn865t9mEnn4uS5DvyQ40A1iUDSf4aGeEqddThQ4kPAMazaXlprS1DVGkAwXYeQcwn+ykJgYYp799bBjPo1avNFEks4OT6ExqYieBNJ/GXHJeyjE3gofBQ/vnkewWo36koLUVfjAfzFwDiTIrEk22P6jfshshFkSzUkMhaLCXNThRtvOJ1wpfWSbzSRxNhCEk4HgUMCHE4Hmsr4NCnMEPzZlhpgegiRK0n87dFu1NARPHz5GJ4JGaRa+U7rmKlrHFn8HwuI/qJ3jbLaqQQUy2oQhwVl5sRhhePJL48xYyVYBGzv2DS8RVOy/73+wtT6CuB0AC7KedsQAeIhjgxEbysCkha0kfXx4zw3Y3BrMxq/uLk2VxajUHZr2++rRE1KDvSxiSxmEbAFjNtPSxiMzSEgt7kQncJyWmICFBhh+fdPHETtSL/4WXmphdf/11cC1QypWEs2rI/fk4/fff8WxK9M484De9BIL3McKOWQwRpyn1KaJZqr2sVJNQawelaJIaPu8Tk1I2gqZTyfCgFI6z/Lz6F6oCQiwIQyF2vr9+TDXxcABoZ0818ZnzNLcUrNA0VZbCCW3eOzePT4EC6lKUZPLeB3/NNYTLtBHYCUSqN3YhZBf5UZyZqCOwl6Y0n0jk6hNH+KSayC+dYcdO6jFvZChQkpK8Sv39yMSzEJh3fvg390AJfG5vF8ZwRPp4aw20ERqvdhV3MQwSJ9hDY/Tn9sDsuSCxTQmELDex2aSuIvT1zGTjqG73ZnL/vodUYIRLpLipaqYlxQwtodTM2gIPm86kns0bkZavrmv3jpElrpBJ4Id+K+WxdBiQPffi0MR3oZz1+U/e9r+UAboMabj997fz3GexbxvlsPwt93Rmxr4KJd9dKGdhEuj7E1uupihhgBa/VVY7nGzWhubQZPGqWf4TKoSGVmBBixm4shXuZm6GTV2FycFAFge7UbOc4JZsdwOtHWWAp/rQcYsZg/A2+K7ol5xPpiyPPLhmBByo+u1CxC3nz4/W4mKQHQecUoe89/fjuQiDDJhosmNsEKrojNFUV42emQ3xkRZLsEpyISqA51EqMTYkSsIZ6/PnEZ2+gY7utmNbVrAlrBpa21lWgB9HtGKS6NzMolWJnqkE3PpK88F0Oewmc1MEH9k/P41pvDyE0n8drFDiax6uII1sNGYBefwu5isMyNYGUuSx0/Cpwb1lSnlFJ4CnIB4sCrl0bhKRZEFlOWft7pWGLuzS5BnQkAg/EkltL5cMjM1JoGOHJwnRECGQyqoeYKNz53qAFn572o27oHCPfjL55hSP4n4RN48JZ5BCtlzl12M4zEk1hIF6scT3h8FhJxYDkN5IGadIf84d9cWYzN1AvUeeVKX9whVy6GogaSg75OjUSxJ38RtaXsMEYTSfxFB1vjA+F2PHbTPOoKSjE4tYhzkSHUtlTKtg4zN/PFm5pwKU5xeE8r/CP9Ak6a54osjJMATJk9DdKH35OPP/rwDiQujuGWOw4hMMgSAEUTC7gYT+DLtzTCN9SHD27dDv/iBd1FM8+vtxEYddLRRBJ/03EZO+gEfhw+gX+/YwGNxco+pnE6EsfrnREcS+Wj3xXB7U1T2Kmq/Azc5lqqIWJhNp43aN1G9ZIx7jVbT0NpIb5862aEx2fwK7v3wT8WgeKT/nJ7L1p2+hASSgTm57gyPo+JnjHkVcX1FfTkcz0YT2IxvUlFPJHYHObG5vBUxxBOpXKweHICfxdKwm/wvNta5caps05mCHY4sK26GH8S2o3p88O449A+BOfe5J6VJ3p6e114Yh5LaajJFCNxOftotlVDJhvBCjYjg8vxjpoSDHfKhmAnUJDrwv97sRteKY5nL53AoyE+0pv1qfXm4/c+sBkT3fN4380H4R+4aIrZqPUWwOF0wkEpcuV0ItmA64sQKO9WPcQpKEiltrQItQ0VQIUHxzqSWFLF2hTC47MIVpXpJAIW7cr7FxeCOlxwOCfhSktckJWVi6lBB6rEKMh1jJV+HX0TeOX4AM6lKc44R/AZdwBNxX456IytMZVKo29iFsub5vFQ+wCG0x6EzzrxPaPOkedmqvIYNzPC5lcCXW4omEVTPgSXQWAPsVUNse+3VnmApI8F5g1SXBmbxTOdQziWKsCCcxL/GMqHv8rD9MMmbp/32tF7G+nayMRyMb1JfWc9Y9NoLNYCfzr6WU6fNAjSEsWpgRh21srjGlVza6kaioUBTwBw5Vm3Maki9IwKiOz/75U50DGga2wOL3RG8PNUDwbal/H0e6blQkc8J6sPOhuMJ/GN9stooWP49+5jeJpH6PK5VhCPk7L0KrW+AhwfnsayrDpV3YINUnVzhRu/ckMTLsxsQu3mXfBPTcLvLwHmfIC/CLiiPJs+PsQYGNdYXgjimGOlVBUuGQJivdagUw2ZbV+sjUFqS2tJ91qqvSiWDcGHCvPQNzyOJQkgkJDms6gaxtlcVYLNqRLmnTcA1dZw9OQgdlQWYEtJPv74I7swfX4EN99+YMNGsKZgOPyayKwFdDkMSJ61c6iX0+/Jx9c/ugvT56J4T+tu1KcvAo4cfPXOrRiMDOJTB0PwD122UWnwSA5mZCBf4mPhCVYUhLI8YJdHptHUDN0a81wskvHC2AyW0oRFFiuZPYVqJ6fuQl0em8dzsmvocecgfu9GL+rcVqoZgUujqY31d10jM0gpRU5Ue4zIWK33lFA9UPyymG2Yn+2HSzUEN1e4tTbSMkJ1JXjdQQCJecnsDRQDmNTm45/NgJyuGhZngNkxoPF222YD8QVcGIiidmsVdvDzC9Vg7Nyci86oPunLKQndowk0Vhj6OPSEuX9yHkvpTSDE4nxQihpvPv747l1IXBjFzbcfgL//LLbleXBJVp26HOIAQwCoKytCXa0XKC9m8Q8irzqDE4LuXFFW0+O/vrcF0YEr+MT+EJNYde0M92atgEqafcAktTDk/MJbvbjNNYdgVQEAYnA5JpoheGwajlQRHI4FOClXvEboku7SjXNxZAYvdA6hPVWEJ50S/uzAMloaSxhBldOJZAOuM0Jg9BoyGF4lzYj2Jx9hYu2dB/cimDwOkY6+pdoLzPqA6iJgkB30xopiNG7ysYRZQ1BF+DdODGCfL4XNwqIvZsTXNTaH6b4YfFudSDoAIhEQhwNbKgpVQqSs8bYbW1E3FcdyQSGOyLpkl8N4+AxusNKyuh/nuUAXSZLQOzmP5cJ5RPtH4fbKKY2Nbm2E4Mr4PMZ7xpHnl7Nkys/a3jmIHdWFWgIzQEUGLdXF6D7t5CJZ880IQ+knf2b2mC600gn8KHwCP7p5DkF/sW4f/Z58/OGHdyBxcRx3HNyDhvQFYGkOvbEF9A2Pw9cK3NMaQA0N4hCZhb/aDQxbqYbWSCKIKW6j1vaBjv44njrSj7G0G71nnfhuiDcYau7NRkZhR8CHkQ6CHImla95cXoBoYgy9gwso8k4Z3IJZv2BpIYgTqs1G5bYVQ7AMW/1eYN4H1BYD/RRbKovwuUP1ODvvQ2MwCP/cCVwYncdsXwy5/hj28vYHYXZeoxME38aFaCKJV4/2oq1gDg0eB5oqPWjK8QI1xUxiXY96BKqUC93ZA1g8xotyqc7unDB+/fYCNJS7IfQ0k5F8sLQQv/O+Moz2pvGRQyH4raKvnXIxKTnT8LmhaTk/Fss+OhibR03WXWevN0Jg1GVzqiGjEa1FEWuri4Cw3N8YRCM0sjq5C6yJ8C+mSvGCcw5fPwgEagxeIoAJ8f3JSxdxM53A/eHz+NdtldicF0BV2oXu0WksuWewjV9jTTEwRdFUVogv3dyMy7EUvrxtD/yxcaHBsHcyib7hcZRuYj7p22p8GDpJkCtJcBBgKD6PH13qRg0dxROXT7CsnQYXukg8iW8cu4wWOor7u4/iuVAS0/Kzvply43En8FehBRO3v7miCJ8+EETzoh/N9UH4Z45Y6GA1JM/UPsWq2qd3Yg5BP99GUUOVMDWUvwgYoOiPJfFPb0SRn57Dq10d+HEI+ERrHRAOC6UvXiKIJpI40tGPeqn56sXxeC+QWwgUVVo2aQ9PYjHtgINy0diGJIS6/ZDPzDZ/CTxyzEbznjbgyk/xaGcEM1IunrxyAj8xEhRKUesrwB99uAGJi2O47Zb98A92yRo+g/uswItNjdAudCPamcT/eOk87qQTeDh8DD8+lESgAoIULEbPO4Lw5AIGh4ZRmpvATgDnR+bwcmcET6fC6HRF8Ns3BxB0O80qoPUIKFPOqoFROx2VDcGQIKWZerOhssS6sph8z5orS9BMvEydF4Wq9mnvHMTuUopmFzSmNM2kpJ01Hgx2uNhddDpQ6ytcW+cFC7i+CIECJpc1CPLvi8RaRb8ptxPp/xVRT4azURbd6aBpLbrTSueoy+4IFfEtLKXQUl+Mf3/2NKbSCQydk/CPJv0/g2BZEYIVOUC1myUPJ0RNDXFLzjyoI4VvvtqHgvQsXu/qwEOhJFqaS1DcGoA0X4HwxQgujsxiieYChGoqBAPRG4jNYzFdpLqGRuJJRJDAssTsBuk0LI3lAV8RAmWVQJEbmDHstSkfEzWpwRoU32wrw6O8j+EJ5iqbD6vkedxcXL+Lo7N4sTOC11MenO64Spc9SWISQWmTxjAIoK2xFI85nXClRWoXAaOgfnZqMRt+L156M4G0ROGkkuYCLVAxba0uYcSyxg0MKvvmkNNHgO0Hj3h4g7qM5BlhhuooMTA5z/LJGwmKAXmHJ+bwDy+FUUonceTSSXw/lMTpOc3bRkpL6JmYQ7BBz0zp3lG2uGIFDwAmBmNXbSkmjhPkSmk4nUzt2DOxgOjACEqKpuQ8V/w7k8+V06XVFIFG9N5IFeNF5zz+8IZ81NYre8TabasuhvtgPbYsVGGr38vctEXu5WsM1xkhMKqGlI0ViLUinaTxYlkhdM6Pf0etD6OyCO9yENSVFuDS6BwSNm6fehsFM9h1DE9r/v9pAVLTESvtOS6MzOMlWf9/2dWDXfVVWEwDheCiImXX0EpHDq5IFBSABAdcsDZ615UWwuF0ya5vrE2xvwQDDgdyZG4m4CvgpCbe20fZI5u9Nvi7f/2juzF9Loo7Du5BcL4dAFR/8woX4y6Na2wod8PhmEMOb3gUuVQaENbZ6KxO/35VLnuzI8By0iaamEEo6EXprc3oGZ/Db2zbDX980pSEUGjANNgxmsryccFB9EZWmQM91jmIXWVAU44IoXLvg/dY4/aDfSe2x+S5KOp8nEGXT8FikCIvj81iQSJwII1liRGU3SEfXjnG7ofTKacYVyRvowFX2ZOsALWUCHYESuFtDaDMWYcbcpeRJsDfvsACwV68fJLluRLdRUeOzOmz5zgdSSClGJAlCf2T86h1KKohzW4S8LkR8FUwB4MoxDajNYbrjBAooHA42ktSjIriPClGLwyBLtnCGLbdX4KS1loEJD92VuQCU934X09eRBudwAPhIyzWAMDA1CLODw6hsY5gqycff3HPXsye6sVtN7aiZrQXcy4Pjhr1/5Y6WE3/fybKp4Zg3zkcLuTIXiFsHHYMdte4cdTJcto7HA7sCxTjA3coWTtlb4bOQewsd2FzST7+6O4WJC6M4pZb98M/cA7+Kjfc+4NoXPajxe+Df/G8NbE0pMXQtRHYUVr8Jcwe4y8CrjA3w2+/GoYrvYiOi6dwv0BCqvcVGAyPA9bqPG4fd9Z4MSoTtBznVRYMj4XZXN76FZvWlxWzGtbVxUAcKyJi/Zpl/b83D/e0BhCJJ/Getlb4R/pwPjqNFzujOJ4qwAvORfz3GwpRG7AZmzrFNhODhOb35ONvPt2K+Y5LuPPgXgTiEwCA8OQCBoZHUeGYxnZAVbG9erQXN7nmsLmyAg7HJDt7svTjD3jhaw2gitQiVFSAem8udzc54KWSbADlbQSGOAKHEhHsByJRPBeeVT2CUpwXlaJODBXNspoFiv5fjpDfU1uC5485GdFzOBAsLeBUQ8vMltgxhBtci6gtSQE0T08ENySCNQKTi5jMlSqHLLWgtRXprY2VzUTeJaZkXAR+bxE+HqgCUot4MzyPZDof1AHQVAqReBLTozN4+MgAxtJuzJydwV+Fkti+wwtMyZ4Co8CWiiJ8WeYc/Zt3wD8zI1apGJ5jV50i1jKO60C9D63NtRjp78LHW1uZT7r8HNsqC/HbdzRjIBqFv3EntixdVLN2nh+exUudQziSKsKzzmX8ySEntu6WjYoBN3N9A0GNrwg1FZWMm5Hd4dQ1KnttsKMohkd9RlDjZdRLcVfGZrGUJsg1SDZ8G0DOrJpbyhkeNeP9gQI5LbdBJ7+92g1PqA516Rr8TugqIzljvcw2kFu4clv1nRme1ejCaGeIlSQWKezJZ8RyBDgVmcKSoqqTWHqRWiNnzSNYhTslhnOuzM/dhZ0BL0thUl0ExCiujM/in1/pgTs9gzNdZ/DPoSQmh2fxamcEz6TC6HH14XPvqcDvfWAHJrrncfe+PfBPjgEOF/yefHyqqRqILTAmxsownM3kawojpz4rrwng3c1ZgB9xTMvZARhBOzc8i1dkdWKHaxRfvnUzGsoVQsDcTHf4PfAcaEDzYhW2VeShNieujn0+EsPLnRE8lypHl2sQv1xQgcYadnbODc9iXrkf28qz8vjXFyHgQUXYvE6a4/55pMJz+wB3iZxyach+HMifQ7C6CJfG5pHonUBuNefmyHEyQV8hHM4cEApscjH991tD01hOQ3b7lBCJc0ZWSSNW9WVu1PsKWP6gGYiJlcGouKPGB29rAOXOWrTlpREsKwLyitHs9DIkPwbdQW8sK0RjUQVQ5gH6tP04E5likaPgMlkaCSP/rKY9M7g1ym2iiST+8KXzeA+dwKPh43jwUBKBMpgvo+FZN1e6QWTduirZCOoqG7nIC6NzeEk23ne6hvGfb21AfYMZOdZ4C1Hjr7y6guHLC8B0FKhry6y9wRtNZBy8MpHEeM843J6EofaCZGqrvI89gRIMO5QgL4L60kIT0WPz84SZmIkMIeiLL6J7IoHaxmLmDWZQV3QNy67LHJfcNTit80a7PDqLD4b8zG/e72Heu8baILqYAaNU4MwiIRAZi0VMCEVjWRH+4IM7ELs8gw/uZ3muXhxMaM+altA9MY8Gp56AAECgtJipfWgamIqracnPDjA38TQlWEo70D0yhcaaakSmFvB7z53Fh+T78XeHKzYii98+cMYnh0t7QSrC0Ive0UQSrx/vxw05SdQVCHTJI3N4tTOC11IenHUN4X37XPhWZwSHZG+Knyjh8RxyDPgK8L/v2YPZU724o20v/CO92FlUjDOdDKk5CTCzsIxzw7NM720yoGpqH0X0fulIL27DHGo9Ih9oxajoB6Jj8rM5wNsxhKoIAwe+u9aLkeNOcyZLuU00kcRbnUM4lLvExFoZzg/PYE5J+8Dvvc4jSCueMxCbQ8CgijCuZyA2jyuJZdwTqgeZjuDTe/bCPzkqsP3ARBhPDxmMk+NzqLdUxVylz3q8j825gn1ABYfLoBM3G1m/8VIUW+koftF9Eg8YvbiMa5fP9U6/ByUHG3A6WY6WinzU5k2JbQRGlYv6Xtk4l0Zn8G+v92I5TTF8QcLfCCKLW6qL8exply5Ny6ZgGV47IhtZHQRbKt0mv3ktpYP12dOnvl5/91E4c5i3z4l+hArmEfSXYEuVB1gqYZLmOLC3zodX25mNxiUblFUJi0+e6JANyMpzy8+6x1+IFx0ETgmA04nN5QUAmPvoQopp7da8hjYHWSMEhJDvA7gbwBildKfgdwLg/wH4EIB5AF+klHZmaz3mBTrNyJD7fFYWa3+RqsAlVxi/fKcXjWX6C3pS5ngIpUinKU4NTmExnadT+/gBjejIF2x7jY+pfaoLgBGgpcqDL93SjGMDs3iyDzg7lMA3fnKG6b1tArgUcfSxVA8GXP34TFENQCUMDY6iNCchByeJOC6jmsHsJdI1Oo/pvhg2VU5iN4Ad1cXwHKhH86If2yoLEHAM48LoHGb7Yog4+xHtjOCllA8XXQP4fEElmmrdGJpawH974RzeRyfwcPg4Ht4/j5qAvNfyeoweQXU+2SPI4YQ+fQXb+/NDcTz6Vhgj6WJQRy7+R1s+av3FMnfJCOObx/uxv5Avy6nt2a66UrxyjCEnl5OgSTFOKs+v7snbQDqxMFONFddk1LxnMolo/whKczXdOlsPe/7/f3vvHd5Wdt75fw4uAPYCdoIFFCmqkiqECjW9eKrHbcbdTrKJZWcTZ5PdTTZ1M0mc4uymx3Ece23/EjsTl9jjNp7qGY00KtRIpLqoRrCBnQQIdgK49/z+OBcXhZBGMyNNE77Po0ckeAHcc885b/2+77k4rprOCZFy4E8i/1/q8XtOEKC1pfnUFpsW6EzoMmGf1Mrm5HV+ZniWZR00Er8/OYfWXFHA/7h3PWO9Oo+0tOIOhXB7yilrq6WaGnY4o9QlPuuk77+MF7nCI0gxcq4lUj2C2GvA8aFZ9pu06JP2YX7+zmIi88rzzylTHlprTRElXg91UTdbCvKV560lh4awmETRuJIw/19fkWPSgRuojxj4xkNEs2dVk0q73dofb8cWE/8K/BPwjcv8/QGg2fy3E/iS+f/1Q2L82aaxwh1N2PjH/DMW7dPQDS6Mz9G4IVlgbKkvYe8hlVS0a7ClzsWLE+GksA9JrAyBZRFD0kJvKCugZ3IRQ49gCMFyjH6ZmohO2Ahd/llTEenohuSgL8Dhnkkq5QRHzp/kX7yLuE1r5tDRPrblqFbAKxqPpdBe+6cW+MP9qo7hx74jfNNMaFu0TyT+i4v87tMqpPPdi2f5sE1VP4d1waWxEE11bgaDCywl0Az9wQVqIM6sQjGC/urDXhaOnufubZuonZlOH4YzBchpf4Corr5r2RAMTs5QZ44iphifj5bSaR/hv966iobC5LBLS42LEjN5v6WwQIVLVngEaTyrq4WUShG4PHEFewV09gf56nOXqJWjvHzhJF9aUVCmai+EtqAqe622CzAUCtN5bIAaLYjX0EFzgrG4UsgmKjgthaUiBP3BZS4EhmmotZkFj8nPY6O7kAOaA6cejhcBpjSrA5BCQ6TxRh9pqISxCfO11LVvGiZpaacJ16Qby7VEao4ArLEd7QsSNtlOhi453Bvgid5JdshJnvR18v+Znn9NSQE1VZUQipC0z1M9Aj1REcSfh7soh9aiIv71hyPY9AiBs0s8ukPw9x/bxtLhU9y9bRMtb7cWE1LKfUKIhitc8j7gG1JKCXQIIYqFENVSypHrdU9JSGQmpKFdbvGUm26tSrI2VxSssKY21RZR6vVQH3WzJT8bj7uUkvoKZk8OcNf2zbgnVHvLgekw3f1DNFWXmkUkqewj9f1NZbnYtRmEBM2ukePQ+OZBH3dHYo23khOoW+pL2XcoRk1V2yVsABhEDWW5TQzP8VKXn5eihZy0j/ALd+TTWFC5wtodmlmm6/ggLS6dvskFlvTcZM8mpjylDgj6Awss68VIGwgjitAEQiiLZ025ElTqgPs4zbDO7HTaG1iid3QK9+oq1mEmHifNxGMoIWQAcUETYza587moCYQuEDYNT0m8h0+X5aEphlTP5DwNjbEQTzzMYyXvQ3qKBXoFls7VYmFKtZYoufmqLu/wTZlCJj5nMQZKR2c/27IXaawt5fcfqiB0dox3eTfhnhrl5NAMz3YOc1a3cfB4B89vn8ew5zAyFiC/KKA8i0QDJyUUERNOZ0dmeGx/H0u6jdkzc6rgMcVDWltZwK/evZ6hwV4qV6/HvXgiOdcgVbL4/zxzgbVyjEOXTvFPMRZXLBRiCtrusQVm+wIUFAZZbz4DfyjM8TE/LcVhdR5FuhAfXP/QkLkOzo2pqv6CgmnWA9saSnhhv92SBQKscKbUEzx/zWE+V1OppFQNW5RSIwKk9lBS15zyh1jWbeQTqzta4qY7SmDM3B/XCW9mjqCGeEkLgN987ToqgsQCFS05DmhLtpI31ZdR1lZLjXTjzYb6JLc2bjnWlORRU1UFwUUQgvXuYpgpgao8mFAx8u8e7CekZxE5PamKSGJl9R093B6Nd1dsKMnm9x+sJXhukobG9ex9/kV+EL3EtH2Q+yrm0cJLDA2OUyFmWAdsqi+lrK2Wcq2em7Q5lvNLealnGqeMFyc92T9N1ACb6dZfmpijsTGVNz/L00eGOKfDPm2BD24qS+KJxyxQi7lis5t1BCqkk+2AO9dW4C6opzYCPWMhItmzrHHl8Dcf8bJ45KxSjJPDXBib48sv+sjWF/B1O/ibdPHu2HclvmbmbM7MBLh/YxWTwkVjXQ014W5rzrZ4StnXISwPrak8L2FeE5DOG4Sk5Ohrtj4DPvX/VeYH2htLOZbSAv340Bz7TeV92u7nk3e5WNvoVgyt6nyYgmMDQZYNG5rUiUQNuoeC7B8J4DKmecl3XBUcAv3BZc73DtNU5aIpG06NLrDYFyC/cIoNwKmhGcK6UkTxgscUi1wIpLBjSyIFJFv23SMzLOuoPkZGvGuofybC8WMDbM5dIByZ4/efG+QOOclB3wn+zrvIhH+ap1/2c1GPcFCb5zO3NdFQk8ZQgusfGkLQ2R/kr35yll1ykkO+U/ytd5Etu1yU7VjFmqVKNuXnEc0u4fHeoNofGpbnPxCKcMY/yIaisGqBki5HoDkgsoAli1Iopq21xRw6auYLbbYVubjrhbdFslgI8RngMwD19fXX5kOTuMoiLuSsL7XhduXzgdoKmJy2XgOu7HqnbJCT/mmWdWFVFvdPLRAcnmdfl5+noj1M2f3cXTvL+iwlnNZU5EG4jK8vyYSKZMm+ixOcuNhPmZyk+/xpqxWwlQju64WSAn7zgRYCF+Z4z+ZW3NNBttWUsme/PaEqMp9z4yr+n1sapAUlVMKGsCzphXCUv3hkK/PHenjX1hbcwQlAMBBc5uzAEKurS1ntyuGvTC753d5WWqZGsBcU868/fhmhR5g4u8zntkdo3eRi+FIOzw9MURpZ5Kw+w7IuyEmMN6fLY1jPWm38E6Zn82LUxVb7CB+920NU2HjZN0Fu8TQtwKa6ElN517C1oICG0lzOj88T6p0ipzwYZ9tcNjkafy3mxZXlvcpToQI+yCuD7KKrutzrcfHbD2wkcCHEuze14g5N82T/tJp71HxcHJulsSlZOG+tdzF4yIFT6jg0xdZZ1B0UC0CP4A8uEhgO8e0D/SzoGvrpCX6uNYf/eeokj8hJDvqO8XfeRVrriziq2XHoy1bBY6pFfn50lr95rocmOcLZi2f5vHcRt+ZUIccjvbTbFllXXYRNG09SaMcGQzxzZBifHuGUNkFdYw7Lug1pi9/j6QFFcdVMxlzPxBwNMU7+0T52YRpKsXm6zvRR1fLDDGcmWPu1JfmK7TMThdw8/uT99cyeHOSezRtwh6Y4ORTi8UODBPRcDmsL/PydRTQ2pUsWaytDRQnzuqG6kP9293qGBy5StWottQxaRtDew72s2VT59koWXwWGwArvAtQSPyokCVLKrwBfAdi2bdtrpHKQkiNIYQ2lMgVS2D5JhTYJluNgKMLJET+tBeo8gMT45nBokbHFZaRNU2wCm8BTmsdzg7H8g4FuSE4PhVjflJywa1tVwf4Dgiwjit2mvitsCgfL4kojwNZUu2C5EKoKYBq21BZRtr2B5uVqWgvy0BH80U+6uUlO8oyvi696F9m62sVgh0kz1GBVeQENNS4IlkBlLgThzMgM/3mon4CeS/TUJL/Xnk3LOpNLXpUHU3B6KGT1klcNsxaZGp5jn5nQnrYPsqF9IzabhlPqaFcsjBNJrx0dSAj7GJIO3xRP+kbZISd5zneMr5ihCHdxHh+or4JQlL6pBf5k7wQ75SRP+I7yb96U5P1l5vXsyAzfOjjAnO7gqdOvosWEHoHpQXBvfeVrE7CmulgxUKoLIKRCES/ut1uezerKQrrH5pntC5BfFGQDsKm2mKKbV3N+WvBLO7ZTfaKDp0eiCAOyNOXFvTCo5sOGQdgwODM8w0LUhtSwBPGO9iJ+5a71DPoHcTespVb4iXXb3H+kj1uMRc6EZljSbWhCGTP+4BIj/jkOmQnUAfsg775/E79vdi29r3U97tkZnugLqPeZxoxE5REAnDaDWlcOWR4XgwccZMkodk3QWF7AqRHFxnspWsiI3c/tq2dodXGdC8pUsri9sZQ9pqerCchxaMRzaHF5sd5dzPBgDvv9QYqNRY4tTVs9o2L9iBotIR8T/LHQUCJbMSWPIARNlYWq6V5ZPozHk9VPRX30vMx1OaXszVQEPwZ+TQjxbVSSOPSG5QfAZCrECq8uU7VoxfMS3gOWlXrSH+Inhwfw63N0aiE+eVcJjVVKez/+/DnkeT8/jday2Wbj5lWFbFrTSJ0jSFtJOfsPxGl1LTVFIEJJimCLp4yKtloqRS03yzFmq8rovDCQZHGlYwSdm1hS8c1YDFaIeJJ3JsozvjnL4onFN3fUFFFk9pJfW+qgodi+QjieGJy2Wlwrz2aeupRrWmqKOajZceiLODTVGuNZi1+tBPjsUoRfv2cdo/3n+fDaDbjnOy2L56WX+7hZmA3MUkJD3lVl7D9gtiKwqTmLxWmNWD8kMBOP6j09E3Ms6lqSBeq26KspieGkeVWCz0701bWYmB5Qm/wK3UbTwjqESH3/lrpiyszCo0152USAP/jRWW6Xk0lhH095EZ5Kh+oS2pfDf72rjqneCPevX4t78SRbSos5qdlx6mEiNhsb3XmIKVXDkqPpVsivsbKYxqxZKMmDSTg2NMcBkwU2bvezdlcbaHYcUsduU6GQH/QGWTI07EQxDMm5kRneu7NWha/KsmAWtq8q5Ycv2cnSdZNynIcu1HPXhBrr5loXRbeu4eJUmObSbBrK8viGSYLQUArk2OA0rS1cX4/ADNV4PS4+dWsTF1/qQhg6ey+MEx2cZmtKQ70zY4vsSXhGtXc5QbPj1KOW8l7JGkK9FjNCQO0zqxuAwsXJJSZ6xik33DQLwcumERQLA14PCun1pI9+C7gDKBNC+IE/AhwAUsp/AZ5EUUcvoeijv3i97iWORJZMsuA/P75IqC9AfmHQTLTBYCjC6aFBWvLnqStcaTl2DQQJW1aAYhbNm7TT5yJl3KlJDAlRacOVo9FUlgcz02zxlKKtqSA4k8/thRWsry6k59IowwNjVOrVrEElmtxFOXyoqQp6cqCykP95fwuTlxb5wPoW3PNHEpgb6n4uTczx6LOj3Cwn6fAdU/F3SLJmmisKsGlzZnwzHv+vL8unvrZYWSZGxKJiHjzSx01ykc2rXJx5WcOhG0RtAk9Z7gq3dn11Ab929zqGBnupblxHTfQSbZVlvHRAJd3tNljvLmK1y6YK2ioLwAfHhuc5YLJ9/PYB3luyjuYCs2NngnAs93qo02toy7YRzivlhz511GW2lprHUJ5dY3kBQouYgi9+zUBwme6+Ida5wFOZnZYEcFRzkKUv4rC/ihYTgV71TIpfZfgyDXlA2hzYpLqfi+NzLJlKT8QUmrDFDRXzfU1VJTTJEijPgQHVyfK/3rWBQf8gdbV1NOYu8ZW2XUReOsyDa5pxh8+hKI3OJGHV0a8EsZMIuiGZWY7yyZubmTvby6Y1Nbjz/bSvKuX5PcqS12ywrrqIs+OLzPUFKM6aYg2wta4Y161ruDS5xNrCYk4tRFnWbaCBZkQs5d1Q4aKhZNli1W1uqOClQ4IcGUGzCbbWm0LvurOGlEEws6yOm1R5E8mRviBbXcnNJI8NqWaSDhlFNyShxTCfuWMdfSMTNJU4zZxiSmgo5gEkhoYgSRadHZnlb5+5yDo5yqVL3fzvnXa8G6s4tE+QbURfe8uTV8D1ZA197BX+LoHPXq/vf0Uk5AjOj83xh0+c5+aE2Om4P8SPOwYZ1wvo0qb5aJ6bpvpkgdHmKaHnoIMsPWoxiw6YtFON+KIxhMbswhI9E/M0ZcEx/xwHLozTHS3BZR9nqHyMH+1XFMKeC9386bZlamwrrYnm6hKaI2bYpwdLWL/c2c825wLnF+dYtGKw0WQL2LRCGsvz+LOHm5g73su9mzbgtuiayUnVk2YeY2+0mFG7nztXwadva6ZnYg5PjZs6x1Ra2mVTRSFNTtOtHRVsriuh3Dy56TZ9GHdlgaq8Taji7hhQRV52c1OdG5mluWll2Muq9p2YhuJ8Pvf+GmZPDnBv63rcsyFAmAyUQVqKwqwqL+DPHm5g7ngv92zagHsmwKnhWf7zYD+zupMDWphfvCOHVSkKfoO7iF+9ax2D/kEevvVVuOEBn1ICMUvwapGiiI4NTvPEYT+j+gxd2gy3t7WqNkAScmOWvLDFE48x4WhXcfvOY4N47UrIGjYHmhG2LNCtDeUwWAKlWXFaRiLbBcGOpioO7RVkGxFsQnBxfJ4jA7PcxgLPHfaxdpuO1+Oior2JU/MFbHZK5oHf+sE57pOTdPtO8qg3jBtBQ3mRYgIthVguLETYl5XyNkNDFrtmedY6xW1zQwXlbbU0hSvY7AzjrjHzLSmW8zVFAn20pb6CiSOCbFMRbV9VAjMxeaGe0WZPOXsPq2ek2QRbPSWsMopYlR81WVqm4ShEck7R3Is9k/MMDU6SVxXEm6AcTvpD8aS7lAwEFripoZzqtjpqjWp+57W2PHkFvC2SxdcMSb2G4orgzMgMC2YIwaaH8QcXOWnFN5Xre358lqYUy21TTREFt62ld3yG1S4b9eX5zNsq2HdIaW9NCG5qKifYP8Kx/gmeG4DfuqmQw/PTSa7vQd8Ui7qGQ0TRDYPB4CI1NhtDM2E6u/rYpsXomw41BnMzdA1Ms69rhK5oLhfsA+zcVo3QVrr+/dNLnOsbZn2RTn0ubKgtY7g/h0ODkxSR6DXEQ0ydgzNJ93jcP80n6lw0FDsgLx+mp9LTYFPacFsNu9ZWw/kEylyCm72jsYL9ezWyjQh2m6pSXdlvRgn5Y+N+tuQuUFdMnKFVkQuzcMJkoFzSIxzU5vj0bc1s2FyqivcqsmHGTIzr8cT4pfFZVqXJtTRWFtOYPXf1LSYWpxV19FXmB9QzSv7+I31BlnRNxdZ1yXw4yv/9yC4Wj5znwTWNuMPnQQh6AssMDY5QWDTFFuD8ZJjnuvyc0O30a37qC0f4yR4fzXKE0Us6v3FzOR6TsXZiYpDNTnNdaU7TUDDDcA0lVG1rpChQzLQPXu4NsIQTqYHNiDAYXMYN1JUXUVfvgqlpfjQ6y7yZf7DpETp8U6wanGarxZKB1eX5/MMntjK5p5OK7EJUn3S4FIgw2j+MPaeI2aigtGCRKkAzlq25V89JS+4Hdk0R9wg21pfjaqtldbicTc4I7joXvfsj9I6Nsdplpz4fWj0VsKaC8HQOtxdX0FpTBMOmQo3VC1keQNyYOz+5hP/sMD8enqPYmOY75zt4bleEutw4a+inmkN19RVQX5IHQuAuLeT9VeWvreXJVeDGUgSJSNDCG9zFoAWTBKizoRTffgdZuorjr60sINaB89T4EK1ZahOtqnSxqsgWDyt4Kihrq6Ver2SbNsseRwF7elW8OSol/ZPzbL+lgoMvCuzo2ITgpqYy+ofHcMooDpugriSPzv4gezpH6NY1BjQ/91TPsrbGbDhlLqzDvQEWDQ276cLPhqP8xQfbWOi6xIPNzbgj5znmD/H4AZX4PKwt8sm7XMzLRfZ2+TkYzWfE7ue25hk2xTwkU7i3NZTx0kGBw8xjbK4tBm3e/O44s0fx3ftojymUJPddXKbMPtn78HpcVG5vpGm5iq1ZUWoqClbkCI4PTvPsET8XdJ3T2hgfyq9ldUlyaKrTZKDEQnU9E/OsSknYba13cbbDjkM3K4srChO+K+W+U134K8Gijb7K/ACs8Ai2N5TQpznINuPNzZWFNNWXM3wph+PDk+Q5FpkYmuHLP/NRI0f4yfmXedy7yKmZ5STPau/FCdPAiKBHDV44N0FWsZ/xrhF6dZ0ebYQ7PTNsLHOq79fDllVsaE6mZ+cwDKWsI6aoUPsjVv0df0brqwvBHgIJdiIMBBb40387wj96p2F2hFUuJ7WlAikcdI/M4NNHmdLGqS7x88xzPhqNYYLMEsHOk6e6+FWbH7+xyHltitubQ2wqrmNFT6ZrCZM+CoCmPBPNUPvs2OA039jbR4E+yyHN4KO5lczaF9h/YZxLehbO8XHk0Ay5U0uM9Y5SX1ao2r2A6W2pzzk9PMOfP3GenTIERg5SQCRqcNw/R09QZ03eIhs3FPJzNzczd9ZHW2MVta5FAAZndE6O9lPlfJUstqvEDaYI0lUWw7qqAv7yQ9tY6LzIu5ubcEcu4q4rouiOtfSOTtFcDHXlBRzzz3Cgy0+PHuGiNsata0NstibatAA0tansRhg02Fzn4nmbkxwZwSHUwTETQkMicKCDAE9pLr/3ni3MnBnjodVN1Mh+fuibYtmwWZv6zPAsa+tNIp25+XY0lvL0XgfZMopmE6yrKmR1XSkESqDUCaNwtC/Asi6UZW9SEUeWVHzTjvrsYwNBNtU6ITINQrnrm+tLKW+rxaO78WoLuN1FXDrXy1jvMFUNhTQ54knFg9F8hu1+7qqbw768SODSOKVihmYAk2bYcbSXdqGUxfnxBUK+CYqyZ1QDMwS1ZUXUFpfC5BQAp0dmWegL4HKozznSb1Z3mgyUC2OzrF6fLEC9HhdDBzQcUlFlmyryV7AyWmuK+OU71tA3OkljaQ6e8vz0lNKUQ0VeEcFeyC6E3Fcfvz0zvsR8XwCXM0AzSlkV3bmBgeFhGkuyqC/P48TIAi91+bmo6/i0EaYjoyybhWgxmuOGLZWMdsZDGrc3V/Btfx82KdFklJ7xMN/+0Wk+bVOerm5ITg6FsBm5zPYFKJfTrMpW1c5PHh4iGM2h3mSsCWGnqSyf2oIiQFnlvdMRescmWJe3wJrWAn79njr8zz5PllDPbSki+caRURrFEIdsNh4uaqRjWYUBHeba+9m5cRZ0DadQcxirGF9Gs3IUT58eZdPGFl5X/6dXQkJo6PjoEvu7/Pj1Bc5rASajwyzqGi6i6Ibgwtgsg2F19rZdqnt88vQIl05dYq0cZd+lgDJU1qs8Y9/UCE0FEY4vTrOoC7CBQ6jCTM0mODo4gzCCnNLmaMwf5esHBrlNLnBwuo+GnUWM9wd56vAQI/ocz598jQclvQJuMEWQgITQEAha6ssUFbLEAWPqtVXlhawqMMzDNuDl/lAShbGrP8DmxhzlrtqzAUHn8AKHuvyc1w182jB3NAp+56EthM5O8r6GRupzl/hJb4BlGWdcnBqaobWmUN2JvgyaoL2xlKf2OEyapWCju9BSMjELw1vvouzmNZyfFmzIy6HWTFANhxY5OTHIJuci2zaWcl5zkqUvqjqCykKqqip46aCwFMjWehc9U36G+4epq65SMV0zzm0zIqDB6ZEZ/v7ZHtbKEQYu2vjtXfkcXphN2tQvnBvj6Dkfm+U4Z3vO8Uc7JGODMxzoGuZoNJdhu591znG+dmiQdjnJCd9J/iyW0I4lLM0q1d96qp8H5CTdvrM86g2zbWMJT7xkxykVA2VNZSGnR+ZZ6AtQnDXNGlS3zeJb1nAhoNNc6qDB7PcyHFrk6LF+K8Rmzat1JBUr6kguTCwTvDSGvS6At6HkymvJ0FWjuYoNcdrrVaKzP8jvf/8sD8hJzl06yWfXL9IKNFaX0Zg1Y3pUgpcHYgncsEnFVGEHp9TJsmP29i+j2FtP90Ih63McuLe4yYqsYeRoN1kLUQwEhiHRbXayhFpXhdkOfueH3dwtJxnrPcev7CylY1mFKp0igkBRVbeuX0v/ngOMTIzi75+lomqAo3v7ydNnOa3NcX/FHIHlIiSQRTw5uiTtOIkQMRycG5tl+7ZqDu6zkauH0WyCd62v5PFBB5o0sEudsHBgExDGThZqnVui/w2gjwIcNnNW8WcNhrDjlFEiwsmaygJCznwWgCwRQQJTc2EWdQ27iBI27FwYmyPUH+SJjiEcxhInbMvU3+GMdx4WOts8LkazKlg6r5HPsqn0Rpg3w9SaHmZgap7jvikWdA1NRlmOvM1YQ29JJPYTicW3wbTkzVYFqVWAepxvvn1VGQf3CRzSQLMJ2jwl4Iiq5KcppDt6Q4R1gcO0FI4PTuOtVJ9t05cBJeR/tiduyRdk2/mdH57jbjmJv/csv7E9D++tLspuXs2FoGRjtsBdVWhZ16fGB1VoCpCaE82YJ1bWHrMce/QIl7Qxbt4Iv3LXeob8/TSU5lFfngeecmxrKpDBHG53VSAR/J/nemmSQ4QuqurOqeFFDnX5OadLerUhIotj1kKPSoO+qXm231rFwRcFWaikIggWdRvCZoARZSAQ5lhvgCVDQzOVxeHegJWP0YzlePsKzQlRtfG7R2ZYNjsuSkNRQ3fUFVNyy1ouBKKsKyhkGfiN/zzFe+UkZ3xn+GPvEm4EnvJiPOXSEhgnhud5qcvPcd3BgObn9uYQrVb//cQ1EA87nBmZ5S+ePM8OOcGXfYf45u6brrzxZobUvV9tt9EEdPimmItoYAe7jLDn/DjRwRBbHTlqXWWpLeptrOLAPkGWVOtzXXURH67bRKh7int3tOIe71f5mJJC3O4imFvm1PAM/7x/kDtlBAcRothxOmy8q7WBpfAyq/Nz2bsUZcFiJIU5ORSi/b5S/lNzkq0voNkEH9nh4dCUDd2QZBFGN+Cp0yPk6hou02rvHpmhoGot88QVwUOt1Qx192GXBjaboTzWhlJs6+u5OBpkfXkFrd46NuRsZfbUCFpOEQEKqSxsZOGAg3zT81hTWWjO0XVkDSV0H93WVM2hfYIcMxG8wV1E/wknThkhilLMU4vKkHASRQAl+Vn4NSc2Kcmx6aypKuQZ3xRLuo0cM88WWgrzqdvXsHzyDDfVVrK9wUXHUBZhbCo6AJTkZ8PUshmmjlJfmsdLixEiKK9JArOL1z5hfmMpgkQkCgGTrjkcWqR7dID1OUrIXgxEmegZoq6skLoSFTevaqvl/EI+a3NzcNcW031+mNm+ADWlUWqK63HlZTGA3bIU5paj/M6PerlbThLsjfJLuzx4d7qQLXUcH1liZ2kFZ5eilhVg18MMBGzUAtLmMIW8QqzQxqeHuaiNU1o5SOe+AZz6Il22BSqmSvHn5pKfEPY50hfkM3UumpzTlrLqGl7k4IVxfFGBHB9nKNzPvG5XyWrd4NLEPOdtIcKGIEsqq8gQIDUHNinJthl4yoqYEDbC2HGgFujq8nz2almK3WLTqS/JJauxlGdfsFvKYkdjKYdHJ6xrLNqnPcs65nBddRGaXeVsnLZ4Cb+hOdEMVZ5/fmyOxajDKo7qHpnBDfiCEQZGxmioKKShIosjCRxs3ZB0DUyTm7fESP8odRUuPDWu+HowPcQT/pBF15TR8CtbYAGfUiTFnle9DNsbS/mGmUfJIoKUkiN9AbauyVX3Y3p/UnNa1rYEPv/0eT5/axYuwBZdtMbQObTIudFRNpXZOL4YZEG3gQ2yiVBZ4eKx97cz+uJpBv1j2ModbNpRjC5GAcgmzMnBCFXAe7auYqDvIi3lFayvKmSpqJwDBwQ5RhibTfBASzXP9eWSL5cULbi6iOcWIYKDArGAAJoqC/jFdduYOzGsPJaKAjr7g/z47DQuGWIsMIM+OM2WVfUwa3pdpVVcmHIQIIsSMQtAaCnmYVznFhPmPHhXlVG1bRWDgXnqi538ZCHMTNSBTTNwGmEujM3SvrOMfS/aLdbQg61u3t+kMXtyyBprKLuU72l2K89WlO3kn/Z0c79coHt6kMrCbB5pq+VbnarFiCYEH95WxyO71jOx7xTLNrXuz4zM4JIO8oRSjGdGZq758G8wRZDYc1xL+sux4QVe6hxkxJjjjC1IddkQTzzTy1Y5xP6eKR4u9LB6rR13cS5utwvmdU4MhfiDH13kHjmJ1jvFA8WrCephItgtq+jixDxzMSFvhOmdWmCiP8iPT0+ArrM0NUPTLQ6w2D5R6kty6ewP8q29/eTIRc7YZrjHPcfRgEgKxTx9ZpS8qEaeUCGmPecnOCFK+UWbwCmj2IRJfZMToC+b4R5BR/8MUUPiEBEMKdl/cZI6zYmGQbbNoKk8H1dTGc+/mGVxue/eUMWDq3OZPTXMe+sbqM+L8OUuPzmGcuENqZq8/cnDXuaOD/De+npqs2YYQyUaHURBqDbTf/GhbSx0XuK9ngbcYhSEwBcIMzg0xOpCnTUb8vnbj65mYt9xcmQu3SND7D/q59DefvL1WY5oEdq3VWKYG9dBlLMjM0x3+dm7p48SI4B+foJfumMD3sYKDuwXJt9dUJTj5PPP9bFWDvH8xWl+7s5iGmPrwfQiNte5eNycj1y7fGXedqAXCt3gyH7VK9LrcfFbD25i+OnnyBJKWW5vKAW7KfAiqodVR2+QiGGz1tVyVPKP+wa5V0zyku9l/tG7yMsnxjhwaho3Uzw/Kcny6oS1XISEQm2Zd62v5FtnRhk6P02TbY6jA5BXOsXdW1bDiRfJZ5F5mcP3u/xMdk2xUU6xNyiwr5tl69ZNVJpHYdaUFlGzs55I/yrkxUusLs9nTWU+s1oZj79YRIUxiWYT7FhVyoayEgjFQ2vf7/KzoGfjsoEuJT85OQybawn3BZQALRW4cp0ckUW4hToCsyjHDIle76MqE8J6NeWl1BQo8ViclcUcymBxijCLYUWfLd+1jtHRUWpdJbjrXJy5NJ3wgQKvx8XyFg+jfXM0VxRwfCnCrGm85BoL+KbmucPjwnX3eib7Tqnxu4s4Pp1N98gMUWOGk0MzbGwvpLfHSTnq8x9oqb7mw7/BFEECbAlDF4IvHxhknQQnUQwJ/364H5vuAJvEYSxzfnSW1UKAIwfCc4CK786YE6sbykp11TsZwUGu6dY2l+fT6Z8zLeAoq8ry+IlvilndSTlBVbCzFOVvP97OcsdpqisqqC1y8M9dfuYMJ8UihC4le8+Ps3NHE/sPCrJ102WtLuSiTwlZgYobz+t2pE1Zd0rnCc5PLRO6NEZ1JdTlV7KzqYK9L2g4MRN0QIunnLrZXG6pKWVVWT6rPC5kSz3dw9NsKaugxV0EEYey3ArtEIkwPruMG7uV6AvMh9lQV6HomoUaLKreLUuGhsPMh5wZnqF5jerTL/RlsKvn+PUX+qiWY3TZIry7bA5Z4uTs8Ay9ehYLthBfH+xml1AJO8MwmFvWefdWDxzH+uznz40TNmxUECWsO7g0Psc9t5ZjX1OBFsjhlpIKuhYjzOkOHLYI6LpqBQBJrbE3ugv5xdvXsXyym9/f1nhlbyA8D7OjsOq217wUm6pLGbUJsvRIPG3hMJk5ZnK0vbGU54SdbFS+SthsLEoHUkCOPo8/uMiP+kfIljkIm3pP10CQv/2le5l++qj6KCF4+swoHuLHZ+6/NMmvf3g7h04pI0Ozqe6ao3oBG2wQNSQvnJ9g/TYHI8vZ+INTOLOy2Xt4gG8eC/CQFuHoQJDje3r4tU/djuvOFib7TiuhVl+SQvdUn71AvGPs1FyYn/vmKXZLpTweLGokSJhFss13QCgWCrneoaEYewzwLeYy2d9LrSuHYH6YBeJK/rnucTz9Qbx1HuzL0/iDi3R0+fnCcxd4vzmO+8rmmckO8p1jYzTKBYanF6m708GMvRikavuxFFHKvtFTT2NCd51Dg4uqGh/1/F05Dh65bStTJ57mwUoXa6sKrvnobyxFkKD1u8dV75ZaVw5uBCMzUVZJJ4XMW5dGtRyEBLtNsrZKxSn75wRjw8rV9a4r4Wv2bNWXxDyB6ZmFMIsyizJbCAHkZTv4h0/uYvngSfVdJbm0V5Zy2pZLnhxFswlaa4vY0Ohm+HwO/vFxhCxVrW5xKIEOIARbGt1UtNXSF5I0FBXxwxwHEVQyLiZBDJsdXaq4vWFIfnR8iNMnerlVTqD3hnhfXjXejS5mVlVwoDcEgGaz0dE/RwEL+KYHKCmrINAf5Aenpig0ZpgORBCbZhAyynxfgKrqPOpdWVQUZBG2vh9ceU6rKIiIEgCuXCe9prKQwEJY51e+fZoPyUmme6N8uq2QDt8Ui4ai2Bq6wf5LU+jVc+hSmuwKpWijmvldQmNtVQHV7gYOnBA4hfJ+7l5XyVODTrJklLANVlcU0Omf49CFcQZ1HX1yitq7nEQ1NWd5WpjmSnNTJSSLTw/P8A97B3m3XOAHz52iweO5vDII9Kr/X0N+IIZDCZW8hiF5uS/A1m3FCVeouQ2KYqrlGEII/suuVXz3ZR0hodI+Q60rhxKZy/hYjvWu0vxssDk4ObKAzYjwwoiPLRva8QXi7YzXVRXiXVVO5Y41DE9MUV1ZyfjGWrqOxgXfz7rHmX2ym6mTQWrEApemIjw72su8jH/XgZ5JSg4PsMMefw0h6BxZQo/ts1rBw221/H2nUnI2ISjLz2I+ukDEtPYvjs/T3l7KHi2+r9o8JdbnXe/uo6AMk6+90M8aJtGEoPyBLJZF/HlIVK+r2bkFTnb6kVLy2MXzzMh8pKaE94GeKeYjU8waSlmr6uMoH29vJnpQwy509l2cInB4gI/XFTEcWsQfXCSvZJYdq1fz4osONKk8xPbGUnIC5VyYX6bj/AAv9ISuOXPoxlIEJjr7g/z5j85xu6m9766d5SM7Gjn543yqhCpy+WR7A+uLa1g8ctGM+eXT2R/kOwdGqDFd31vXwT/9wq0EnjtsfrKatC7NRb0cR7MJttSX0NpYA8Nx99jrcZH/bi+hbrWB3dWFdI5Geb5zHKdcZsk3T8EuO/MyG7tNCadchwb2bNyuAtxFygIvzsliRubitJkdKetc3Le1lYEnfko2i1YCN6Q7zeSsim9O9wd5oT9MKQvmQiuj69IS0gYOY5lLE/O8OONnXrdTblPJwW8fGeBwX5CH5CRLvQt8bNdqHm6r5btdTrKNRfUc11dxYnSJ5b4A7nKodeUSXAgTxU4Oywigd2qe+WgBUlP3MxhcpH1rKS8LJ06pmC37Lk7wwOpcloTAYbZZ0DQbEfOaCJrVhgGBqRxUTPp/vbuVUHeASnc9nrJ8nuybZsnQLAbI9FKEP3lkG/PH+tWzLzeForBZRIET/hBzUU3do7585RxBwKe8xIKq17weXXnZ+E12jQSKc53qMxPQ4ZsiqOdQbQOkJD/Xyf949zbY+wJlucqS/fmbG/mznjMA2AR8Ymc9+0zvs1BE0HVJc2UB1Wtr4NIxAF66NMm9/UHKHHmoY97U+tzc6AZTxxmGwdNnRtkknXGPRUrmSRSOgu8cGeDZsT62mvuqtHKQP3nyHJ+WQbJsU9xXPgu1xK19AWurC3HaZ1g0srCzwGhoifs8ruQ5qi1WX5J6nOw1RP/UPOenFygtCvL9Lj/zhgPM8NXZkRC/+ZCXsSefQaIUmCvXyVd/NsI2oSx33YCIcGBIGzZhsP/SJHetcxK25VoKbWu9i+cOz7IGJwUsIlFJ981ZsKfLj25InvGd4JMPVbJANgXEk8JdI4pVlCXDhK5DvyHbK1/yToLKEXT4ppjV7Uiwun9+fGc979nWTH1JLnevq+TD2+to9VSxo6EEd1GO9b7paJb1vs7+IIaWzdnhGU4NhfibZ88D8JGb11NXksvtayoULdSezYnhOR4/5uflvmkAdEeieyf4fpefGUNtEN2QHPJNMUWhdcWPT47SOTANzrhbH1wIW9cIoLE8n7VVBUwRK8lXhT4RLS5UlsJROnxTTOrqc6SUlORnMasVIQAhBHlO9WyWcFrvm5gLMx7NQwLZxgJ7zqsTp375rvXc1VzEI221APzSYyc51DPJ4y/34A8u0t5Yim7LIk8so9kE7avKwO5EoBKYOQ4Nr8fFzWvd2ISBXah6h6klySPeWm6qz6W1pohHttawZGjYhIEwIjx1aoSOvhDLhkYOyxiGpLM/wFp3KTsaXHiKnWBaU2FbNvnm97fVu9hYX5E0r6D69h+4OMpwaJHNdS6i9hwEUKSFL58jkFLVD5SsetW00UQEF8IsiSw0YSCA4EKEYyPLvNwXYDikEsGuXCeL5nxIYGZR549+0s3gTJT+0Qm+3+VHCo0/+eBOWmuK2OguWvE+HSXAaspdljyP6Abf7/LzTy8Nc7Bnkm8c6uM/Dg+wxzdr3Z+wady/sYol1SoMieCXbmnkXZuTi+cqC7OZ1R3W/njqzCjhqGRJOogakp+eGlV7z1Beo2FIQgsR7t9YZYWLXu6b5i+f7GZjfWXCHMVuJOUMkWuEzv4g/3rAx09OjvKJr3YwObvMMoltQgTN7lIMYdrNQnBmOMS8EQ9x2UxDKGy+T9fVvP7++7ezq6mMh9tqaa0p5IGWapbMsUpU0r1reMGiqUZ0g6dOjzBnfrYulRGwaVU1mk2QZ1t+df2vrhI3pEfQ3ljK4ya7RbMJWkyL4+b1dVAcjF+YYpW5cp2WFSRRSazvHx+hyHCQJcJEDPiXvT1MXhziDjMuyJYZTl0Y5OLZEEViga6pIV7I72bPoYs8aFpOd9XPICiyBK9EUFmYTXA4vtCkVO5oaVQw7leudvuWUr5lV+ErIQT52Q46fFOE9CxqbGqjTS9GeN/2NfDyC0jg6bPjrCqJELHlWON/sNWNp34VE088iSElj3f5aXtPEc/alAuvCcG7W93smwyBIZBC4puY4/Nf7eAn9xfQ7lFCZ68/xFzUrpg85iHzN3lc5D+0A3/XM0A2NaW5/Pa7mxl74gkcRNhzYYJIf5Bb19fw/EUVp7ZrNnY2VeIersRdNAMUUFJXw7Fj6vk4RZSuwRBrPRF0WzZ5xjyaTeD1lIA2zXBokb5BP1V1WXhbXZTdso6xob64dSmS7Z/O/iCPv9RHkZyhyxblzkb40qfuIvB0B4W5WVwWc2MQXnhdYSFQ6/Fbe4ooMsfhynXy8X87zi/LSQRQO19D0L2O5QTF3NEbIKJLwpqDfLGIbsCR/ml2VeXQPaKYUj/6znFWN28gL8GSPz0c4qNrKtl3OP6sJ2eXEYaTGhtEDfjOkQHmDAeYfIo2j4vffXA9e4w1BC9M0FhVypad9Xx8Zz3H/6MW32iAlnWNuDY28cfnjwDKan6gpZqDviBLOMljiWMD06yvj1jECM0m2NZQwr+f6GWLzAKh9tXTZ0b53VvXJzyhGMEjodo8hezxetDhm8LQDQwpiEQNygqyCNjM6mKb4P1bazjUG2BWZlFoEjUkoJthYSEEv/PABlbV1/H0JSfCWEYzm8NtyJOqDYo5jo/vrOeJ87VMDs6zpqacB3fWc7J7gX0d8fl4oKWal/tzEIb6/vbGUjZVCMSaCkZnc9nQtjFTR/C6ICUI5fr+7Sd2sXzotBWaAcCebcXqHHXTbF2VkJ0XguBCmAUZd4enFyMINBbIsopfxmeWrIStaqEb4rnhRarIoYh5JCphtxR1Wknmk0MzPNy2kX/rNOsNbIJfvr2JvgaNoef2IqVaIK5cJ//w02EazNDUri2CX79vM6PPPIeUkm92DLB212ZLYMTCDM90T5GYyjwzMsP/fmgrobNTavx1Lr54ZIDV0oFTRIgaSmD8zvt3MHtqUl2zuZqapo1cfPwFxqYCynqJGhybstNsOjebaosR9mki0kGOLar6pAC6s9ASTl8bPsOqtmo0WUCJCCHNswU+2+ImuqaCi+OztKw1Y/KBIlhSVLmt9S5KK2pgoitpHJ/d1MTwwEWaKwporXPxo8Oj9Jtx2/5Lkk80BimxJyt07NmcGgpxcXyW8qYKnjL8zBlZlNsi6BKeOTvGHbsaOTq8TJ8+yP+5eJlqzlhbCddraCuRAK/HRdG7NtF/RuWn9o3MsBiBZc1Jlgjz9JlRmlwRIiKulE6PzqFpNpZxkI8KzW1bVc7RSwNx6zJqMDazRHWCBSqATQ2VlJkMoLu9W/hWTxZDCUqmsjCbcyPx7+rsn6azP8idG+sgrxbs8Wu3eMrYUp0LqyrpBKLCtKQFrKkqpKE0j6VAfD0e8k3x1x/ZxuKRbnPtFXP/xiqG9tuse7x/Y1XSXsyqmmbz+srk3la2a6cIbqk2eF5bYkx34dBsPNJWS06Dl7njg1bSW2pZ/HiPE2HMo9nUNR9bvZPFo5fUNd5ayI0ZHb08sHYDazwuCC0kfVdnf5DnLs7QKCNc8k1R2R/Ea7alic1Hy6Z6tkc2E7y4SHVlFXUeF12+MQ5eGOdcdJzvDZ9hbVVBJkdwLbC5oQpG4poa4GcXpjlrCpF/9R3lq7vvoGpWZ2gqhMsxhyvXmcR4KM518vC6Wr7XmQXMYrMJPrK9nv/3RG9CXLAYe0kRB3tiFo9a6N87FLCsicJstXmWRJZZRqnu55EdTQwH1AK5r2Ujz8+FmdGzrORTh28KgQ0p1caP6pIzIzNEzE0tUMVRJ0fm2SmUUMF0Rw37sjWOE/4Qz3ePUWtzWnFqAayvq2TYn4M/uMjU8Cze1iZkTTnjgSBIGw67jY31ZQz3HVWJrq2Cx3a343/2ZfKjcc+qa3g5wfVVQ1yOCTUzfHNycox9F8bRDcmPO/opbgnimjaYTEjo3+9tZuhp9TYJbKwu5LsdU3gM5X2d7/Tzl8/5+aTJmonoUoXcugZpNr2v29bOcDa4wOi5MQCemRwgWL+eAhItfxUGXNTtOOQVziQI+KCgErJe/1mygzPq4BgpJd/3+xHCwSJOy8A4MzLD7S31cKYTUN7eh3fUsWWqiuKIYH11IW5PKbboIi8dNK1Lu8ZHttfz4hNOMNfjw221YE/e9g+31fKFLrtis9hs/PLtTZQXZIH6KnTDHH+zqVCjCf31E9h3Hb4plg3A9EY7fAEay/MJT9kto76yMJvW+nKYiOfMfvfB9fwg4CbUP8G9nko+8OB6unqGOWjGzb/r6+Ifd1fgtSV4BNcKs6NsnvwpJTubeMZxF59e26TmOc9kv5nwelyU3rqGcX8P7169ltUeF8wsqrO2E+CpLMHjCKkW62AVgfqDi+RUzNAxHmHesCOF2q8dvim81W7cRTkqDGaG9JqriiFSAjnKKz/UN8OyYSOL5etyJsENpggS6ghSwj6d/UG+fGCQm83kz3JUCZH8Y2PkGXOc8Z2nvG0NEdPiEcD0otoQy8JpFvYK1lYV8HefvIlwjCVUU0xrcR21Y01MXgpyU52bHQ+up6HYzvhTP0VKyZf39dAyV8WCrhJUhhkG8tbUxxdIVRHzRikHhLpvmxC0N5UBsPdFJ5oRRtME97ZU88M+p6WIBGBImBfKa9lcV8zaqgL+51cvcL8pHGfCIxhS5QQKmcdmCoxTEwPsNTfjE75j/OJCCadPB6gw2VePPrQRQwvwuHnNz3wn+dhDbk70L1BNiCPDYe5pDbJpVTV7OwS6lAiboMVdxOGuZKV32L8Yd7lNAR7sGmCdeY83tYb40M5mTvVVcnF8li3NDZzJcXBJd1qK8WfdYywZmpX5EkKNf1Z3WB5aZ3+QF/yCLdJmHY6yHDVwarlKEAqBjgoD+oWDLLOOYkVMNroMoSGo2/G6V2Vnf5D/d2iIHSJOGdzmcREZVNszFktuzcthb3dcyD/SVktJTxUT/QFzwBqbPWWUm9blnTu2smljPdv1jQTPT1Net5pVHhedveMcMufsKd8J/nx3E7/37lZC3ZOWBQpw6JhJKdU0NX774op7H5iOMDoaoCh3zgy5xsM+7U1ltDeV8c0LynrXTCWDtvIkug9466FmBirVoYWH+6YTPBtzPzSnOcnu9SA0BCe/A/Ys6u78BXbnJgh1e5YlwLWGabyrKlRLbXsJWASDlO4EQM+0zlRfgOLsedY0wfHhefabz/pHvmPsfugOsKnzwG2xswXsifUn6nPOTy4R6gtQXemkDmhvKuN/7bmNKZmTyRG8Hhy72M/8of00FhpmbxuHNdH5RbN0hKZYNjQrLiqEzRQiTnKFsookgBYXsl5PCQd8U4QNGyRY6Z+9qSrOEjIXyG3ra6FgFArUBAaWdMuSj+imADTzFtk2XU10mr72sWRUTJ+pvvBrGBkb5YF1G1mzs54tzm2WWzvaWsN3jk+gG3bsNsF9Gyt52jdlFbbohkQKyHLYCOsObDbBB9vq8Hpc/H9Pn0vajE+dHqEo6qTCppRLcCHM0eBigrUv+c6RAWoNJ5jx5u93+fnwxgJ1vxIkNs4Mh1gwlJVomMmwXU1uDr6kBI9NU88+xnbSTUplW2MVrbXFquVvbSUFzlJeTsh1vGt9FQcGFy1P60PeenK31vK3XclUxCxXDr29Km4NyovbatcZftnP2ZEZfnJihOFTkvcIB1liKX0iONivLNPXmR8ATPpsPCZvEzZ+94H1RI/UMTQQZutqD7fvrIcZB6WmkL/lrl0A/N2efppMZblr8wxe98qcRnNVMSyXgEsJsI7eUNKcdfim+GxTCSyWQJbTWlfV5nfds2UTGzwuzpy4yLzloSkF9uNDA5QYQY74zvI/du/k7z7qZellM+RqKpTid61jqneZB9euV+GSxel4CLZ2mq3NRVyaXCLQF6BUm6cJ2NFYzqG9MaVnCj6bmcC+FkVl0wNw8rvgzIctH1txxnTsPA7dkPw/32H+bfct6tyARJgtvf3BRZw1IfQs+OrPelknJ+nydfPr7pvpNCvbJRCOSoILYX77gY1Mnw9QUddEQxqrvrM/yN/89AI75SSLvYvcs1F1HP2r3e+hwzdFe2NpJkfwWtDZH+SPvvEM98h+jtsEu7aqsEXMKtrjO82HH/Ig7A5LiPzhQxtprinj28eyEIZymR9pq+Uj65xMvhiLUwvaG0s4bzPPOLXFFmx8gWRXhNhUVMuFyWWm+wJU1hTiAXY2VnDoxViCSPBIWy2TuauZP3NRJeNiEy2EVf/QYXYkjbveyj00TIUhTXllFXUB7noXj+1uZ/pgN+tz8nGXF9CeW8q3E8a6rqqIx3a0cuGF81QsLVNtMjW2rqpg/8H4ZtxYXcilHiUoDJOBsqGmKn6NJsiy2yyWCsDk7DKHBjWrnbElgITTGl57Yylt9cVUehsYCszywLoNHLUVcVYm5DpyskAI/LM6w5PTuJyzeG928bvv28bsqTEzTlvDqjo3+p6XyHFoDIWj5AKfvHUDi6d7VB6htohoIIvztizy5JJqMV5VwPrcamZPOlRTNpSAnLc5KBCzRNO54gGfUtRFta97fbY3lvKsPcuaj0cfMpOBU+VQugzuCnWhzR73ED0uvrjnEguGFg8V9gYRRr4VUvmB7xh/s7tmhQBrbypLWHtqzXaPDzDbF8BdJomNKDFc0dkf5H9/75TlRe7aGjQPereZYQ71jD7rLWX4ogonjvQrAdZUWaROTjPDJceG1Il0uiH5hu8ov/mQYM+zF2mRk1zwXeSXPEG8DWWWIrpjl5fNHheMDKgbe72hoUAvnP4eZBUpJZC1skCrczCUJMA7fFN4K+KsIYifJawbkm/6OrmvbQ3LBklhn12NFRzcZ3YEMBXaGqNYKebivBXfG9vni+bZDsI828HrcVn/rgduCEXQ4ZtiyTynN2a1A9aZqxFdaeq/+KCX+a4eJVR21IM9C9eda5nsi/DgmnU0e1wcPx+0Ep/f+vejfHH3Pfz6PesJ9MzzYLO6prN3wlIyj/uO8csPFfDEkxfZaRZRPbQ2iLehBKeZHP3lTasB+Mr+fm6TCwxMh9HNTRQTfAUFM7Q3NvFMouvdWEpnf5AfHhigzJii09fNb1TfhLco7tbaPdN4G6vo7SnG3z/CwsQc3ttc/Pd7NjD03M+QUvJXz57n1x9y8ZJvlnUyxJMjl/h4UxCvp5wKczPetX0r+yYcRIm7w8GFMFvaaqxr3tW2hf/w5TAwEAtpQHlBlnXilQoz2GhxF9HXqYS8ltAavKa0kJpCB1Tm81x/2MojCCC4GKGzP8gzR0bJM+Y45TvPr9QGyU4pYPI2lDBUWsgPjvbSrTt57sQhmsQw96PyCIY/RMeoxoLhxCUSwnDefHIcmhlOEmg2VdCXRQQDFSqyIKVSBK6Ga5K09Hpc/PmHtrHQmbD2ILn6HawT6fzBRbT+oKpZsan1gE2jvamMjp4xS4BFTQGWl7fATF+ACr2EBpKt/bu9W1gG/sCsqzF6Q9y2yex5HzNCMPeQ2QgwtofaG0sZ1OyK3WIqlBPDk7xkrv0v+cwkewrD53D/dMI9KrqkME/WiyYYOJYiqosZRbHQ0OtQBFM9cPpxyHXB5o8l0bETsbVBnSueKMBZUFGEY5MjVGUH6exP8KyiKmJgM8M+sefRVldEVWKozuOCvpXjiM1rbmkIV24ZETO+acNIXnvXCTeEImhvLOXHmj1JgAI8tycLhxG1rKKNBTbVyx+IxV4aKwpppAQqFLMo1g440VK412FPek9H7/SKkEr8wHjdUkSHzOTo83t7aJ2tZNFsdIYRv+b5I0NkGYvs953hd3dv5S8+2MbYwW5rbB2+KZWAFSoR2+Gbwl6lW5vxq76X+b2HtnDkxV4ajEnO+y7yKU+QYEJoKmzeo92wJSex3DXxzVhTxKl5m6UIJKZw1JKTrA+31fL3XQ51QInNxsNttUmC597WFl6YDTOnm6EQqcetbc1h9dZpbyzlCZO3HWtW1+GbYl53qFCdmUfo7Dpj0XBv2RBiyxoX/dOqI6YuBRFDMic0S4B1DQRpX7eWS7Fcj1Bzf2xshgMXxjGkxCZUvUF4IFY1LTk9HIoPcyEASyGob399CzMBLfUVqg16AnoDS0z0Byixz7F6LRz3z1gWaEzI/va7Wwl1T6n+Px4XSGlZ+5pdMc3+6CfnuElOMtELH2gOJgvZmiK+eHLKWnvCiPD9Lr862yEUZigwS55rlvZGN4/bk/eQ1+Oi5I41+M4vkZOvvJYjCaEQK6lZE1MEan9sTwr7aDzQUs0zfSledTqknoj3ajFxHs7+CPLKYdNHwJl72Uu31JdYBs4tdyjG2Is/CXKy089Jw8H+kx38yQNNhG3JOZuCqo1Mn5vi/g0bWbvCejddduuscaUIOvuDluH4U98Jtrdts2oWnCJKcCHM9cYNoQi8Hhd//RFvnLJmTlD5riZGR4etGCiheKdPKy6cYs1sa6ywYtkOc6P9nycu0ConOeM7xy/XBZNdb7viBf+gT20ih6aamHX4ppLitMqoi200rGsiBjiJu963lTksj+RLX+3g0Yc24tc0hAF28xyDznMXVyiifNOFjzFAblpVzoH9yff4fGwzxpJYWrIlElwII60aREWn7RwMWYv4Gd8J/nT3av7gPZuZOTOGu8xFrfmsLcFTXcgx3ckyca/BsnhsyTkRPcYbN3smtTeq9sgxC1QAC6YLrRuSo30BtqxpoK6siK5LfvN5C6RQBWyxHEEUiAq7yR0wk9VmmwdQeYvlqIGUDjSbgR098eQCVUQGr+00ssshcexC0Nkf5N9f9NFgTNLtO8+n61daoB2+KT7baMb2NbNddUOJpXTv3OnlpbGw1UkVXV8Z4gJT6cbX+fc6/bS4ixjtHEIzwjznO8mf7F7L331024r4v8RG98gM+6Jj/O2FDv70vnqWbCmWdLgv6fu8nnjY57Zbt7N1dR1eWgmdHefdTc2KkZOENHUErxZjZ6H7J6oCfNNHXrlBoNCSwnCd/UG+0THIJiExJISjBoFFnYcTx+FxgV4IS/EwWKKQ/4Gvi7/Z7carJSu0RFkQjXkWmmaFCjMewTVEa60ribIGUF+aT312iUXZShZ8Kdrb/LXNU2q5erffvJ0DQ2GWzY0Wc2s/e+fq+GZs97JpfT1b7FuYOzlAdUVFnJWxJ5YcVdbExxu3stB1MWmjPb1HMwWfYm50nR1JEgbBhTCfuX0NEwOGZYVoS2VJbu0DLdW81OdIsri2VmdZ3SRvv3k7W9bUs81oYfrcFO9paKYxzWZsbyzlgGmV2QVpFJopnJpLYL4kpbGfjeHpefZ3DnFGd2KYgkdV0poWj5UcN/MhugBN5UMO9wb41bvW4rpjHZP9Og+uXcdMTS0vdZ1MKk4CdZbuw221NEZq2L1jF9ryNOEDx62Csi8emSJsiKQEf3tTBYf2xRXjR7bX88NRxZ/MtiuKpYWAD3JLIOcaxmtTQkwdvinCulCenmEm1BvLk4wQpayn1RvSVduantXPTKESM0JSr/F6XNzbUgOqOwW6Wd26wRDkkJBQ9pbAePIeujihTruLShuRqEFgybCE4y13KUv6wqFFphOYNNhsCWGfYgDWVrtgoQTKLm+lrzzH+ioxchLOP6nyOa0fivfDuhJS2tR3+KaIShEXC0Kwo6kCd29q+CqmrOIhtVT2U27hArN9Aaqqc6lH7aOYLNDsKhd5U+EafC92IKXkc09c+7qBVFxXRSCEuB/4B1QQ4KtSyr9M+bsH+DpQjjrJ+pNSSv91uZnUeCskVJjGhX4yZaxsZQzYlmAp1BWhZ8HLacJO1jVm1fKGmmJVYehUizAxXPKuti1s9LggvyQhNIXZ6raJ0dEh7t3UynqPC8d8GfsOJQsD2ZPseie7tTvxrqpge3QDwQuhOAc6Gq8jkKZVvKaqSFkz5fG4qcWBLg9BQSGGGRqymdTLxEUcC7GdHR9lLoFdAjA0E+YHXX6ejZZzTthpsGmWlW4JpwSWVHtjKd9PCEXsbFRU2caKAhpFCVQUgMfFFz6xnck9R5KmqG86ynhwkbVNBTR5XLDsYPisSmBO+EO0N5Zx0pasGL11RXHlvaONTRvr2aptYvaUn9tv3aasPVAHFU33Q/WWlevp9UAkC572xlLOxmiG5j221eRaRkhMyDJiPjPTuky0QP/Td4x/2H0/f/bwVuaP91JV5ab+MsLknhY3L3YnGw8D/XaEsWzNK7aVB6I0VxRw0SawGeDQbGxvLMfdn2xJ/+OT52mTkxzzneW/uW9OEWixvXcFIW8dJqXOyH7uQA8tG3KuTjAOdcGFZ1Q+p/WDaZl4aZESCWhvLOWIqVBtQvC597bgbSi1+jHFIwjJXkvS/jAjCL/3wzPcKSeZ7Q3zwPpgkiy4a9tWWj0u/v20EWcVXoe6gVRcN0UghNCALwL3AH7giBDix1LKswmX/TXwDSnlvwkh7gI+D/zc9bmhNEm9lFYDx4YXLDbDv/gO8++7b0pIdIm07/F6XPz+Q62Ezo7xYPNami83WWmsmVgflT3+EEvFQbyFK6ejvjRPeS1m69lN9aUIM8n86M0bAfjCiz00GJMc9p3lN6t24K1KYJfUq/tpriyCcJwD3Tk4awmMb/iO8pXdhXitGOzK2OWPfMfZ1SZYNoTi6ZshpkTvJ5Z4/J0fnOVdCewSr8fFgEkz1aWqJ7h3cw27FsuSvJ9EZe31uPj7j21nYm+8kjjpOZqQtnio7Jvf7OR/PmTj+Ev91BhxBoqILllMmu/4OvnC7vv4zQdamD4/HVeMkBQ3B1jvLlZtt+viPZ8IDShlcA1oo0mwrVxXRfeup/90gKLccmvsieEK9b5kwZZogcZyWJ9tKVEssuy4JRxX8LO0lkBLbQklKUpmcGoVI2OjcUNlfmrFbTdWFPBwWy1VooFVW9ppqyuE/uT7sYgaehqBFttPaeL/FjXTPc2WtSWcGp5jb5ef70R6mDg498odOAePwKWfQelq2PgBK3x2VUg5wdDrcfF7724h1D3Bg83rad5Zn3SP9voQbU15KxRBopC/c2dbUqhOGvFQXera2+wpZe/hFO/vOuJ6egQ7gEtSSh+AEOLbwPuAREWwAfif5s97gB9et7tJx+6IvRaLEycUsViUsfqUvnxJnHL189rqYtOtTWllkHDN5Rb6411+fhDtY6gjwnc/5qEsgRXi9bhW3OPxoVn2m0nmLz1xhkfaaq0QQmKlYrrvV4yHUapygnT0BlcW7DQlsxmS3VoVu9RMq8iZEGZIpBl+8dRKhpbX46KuJJ9Om8BmCByajfta3LSmhOp6pxaZ6FfFSWtXgRS2eD7ka4d5bPeuuLIyn8fL/cnJyadOj1CsK0plLFRnMyIrxvpZT7Gi8FWk6e2emh9KTE4GfGpOiurSzPXrQJriJGnT6B6Z4eXoJH95qYPHPrUTb+r7Uizc5DCDWQgmTAEuV3oNP/Ed4/8U1OMtXqlk6koLqMsJx0OnKcrKvFncRTl8cE091LhWhKjaG0vZb3rMWRrWmkkWoLkJCVS54h7/w9fJP+92cdqkdAqMV7aS+w+B70UoXwMb3v/q2V1pDMe11cUqH1ORv+Iev+47wtd334Y3TR4jMToQycvhp+bzcNi4rIBvrXUl1Ixc+8PqU3E9FUENMJjwux/YmXLNCeBhVPjoA0CBEKJUSplkegghPgN8BqC+vv613Y1Is4hTQkPbE+LEjtgm0odiN3H5z7YW8UprJqs6xOZ1lQkeQXyj+E0rOWo2u/rp6TEKTiezQkqDy4z7AxQUzrLeDUfTUNaELSXJmyYMdn58gee6/BzX7ew/qZLMgZSkXoxLXq6XsYpkoeIwY5c5ns3MneinurLSynUkPFDaG0v5iaatCJXVluTzcFst5VoDqze101o8z/CluNIDeOxFHx5jkqO+s/z3qnaOJzFQYkouNXmfHDd/oKWag2Y+JBZSwdBXFicxvmLOEseh5lUpzydfusTWWOuBQK9SAvZrnMBLpIY2BPGuKqN7VMXfDdT66OgNvKIiSLRAb79pu6pHCUyrP6ZJTlrP1ZuGRhkT/FZoJl14NcVTTtknXo+LR9+3idlTQzzYvEbRq/uDHOz0o0vJVy4d4ZufuRVvdrLHnGqEdPimuNWjwqIOw8ChXcZKlhL69qt/lRtg3Xsuo8BeAWYYyh9cRBuYNo2yZGWV7H2Ziml1co4AEmRB1Sze9W7+74faWOg8j7u81CJTpHpoab2/64g3O1n8W8A/CSH+C7APGAJW7Ewp5VeArwBs27YtTVbsKpDCwVY86eTFm8hmsLRwGs6vBREXGIB15m2ipfBdXyf/uLscb0FsYS2pje5xUVuSh9Y7hU0XOOw2DKElLf7vd/nhWC+VxiR7faf5g7JWvKvKLLZPTDgXla0ncGmO+za2sM7jSrZgzXs8M6KEipDSSjLHGQ87MIA//NFZbpWTjPXaeKQ5OXZ55442xYHOLlFHD2alZ114PS7+6sNeFo+eSwr7DE4vMxJcpHVLMRs8Lk52j1mVm1/ydfBIW62i2CZ4NjevSsPlXk5WBInJ+9tu2c7W5nq2R1oIXpzj3avXqbCPlPHipJvM4qSBV+aknxmdZ0+Xn3+LXGD2pQm+9fMb2Do/CVWbLvue14quwRkrfBULS65zuxg4IRCGiI/fl/JG28qYd2oiNjX+3t5YyoE96iCYeNVumgPRU63iK4VX0xlaJtZXFzPsz+HYyDQz/arff4UpKJd01YLde4sZtjLi95gYW29vLGVTyTJlbbW4HB7WtWxbaSVLCb49MHAYqjfBmgdemxIgeQ9b9RAxto9Z+5JqKLU3ltI9NshsXwCXY4bm5lRZYPZMqnUpqrBpTHT2B9nfNQyGzo99x/i/BXV4S9LIq+uI66kIhoBE/7nWfM2ClHIY5REghMgHHpFSTl+Pmznmn7Pi/7GJLTF52nklM2wsJ5nNkBq3vlIPdFPJnBofpiw/mNbicpYvWH17rIXlyuPhtloKnU1s3LgJbTnE/lPxhSVAMZJEQuXmzdUW28dSVkuFEC2BWBfVNJtyQ42L4WMCTUrLmnL74nmELx4Yiccu9cvHLq/I3DCVTmutK6kZV2d/kKcPD5BvzPG87xR/VLKBEwMrPRstxbPZUqnFk97mWC8eWCCYyEBJtJxMwddc7VINuyryrfuKu+exeb18TDq7coZNRTUc9yuPBKlCERe6T7K1gGufHyC1t44516uKyW+rpc6o5b97zblOVQRpkp/xtgczbFmTwN4y4nHrqm0ehqZmuGu7Sk6mi//HwykpBk8CLk3ME+gLkF80w4bLHKV7dmyeF7r8nNQ19p3s4LbmcsxaaQyzI2psD50bGaWoJNkIuf1m07OZm8BdlMMnNtZCRRolcOln4D8KNW3QfO+VvfhXQDqPxLv28vH/W2/fiQT+8EdnuFVO0u07y6fr7kzxGtTnerdmJX2OookL7MTlhX1RrizMezsmi4EjQLMQYhVKAXwU+HjiBUKIMiAgpTSA30MxiK4LOlJiyd/v8hM+1kOdMcnTvhP8WfHq9A86XZw4BWdGF9jT5adHj/DU6eSwSyxO29k9tnJh2ZXi+fktDeBywVKy4AP49jEtqXIzfcIw1XITcWti1TTehlKkzcb66kJcOWV8+s5UoaJCOM+kif8nfqb6ruRiGPU3W/LvKd6XKnozqZAxa78hmeL6SFstRaXrCPTMc/+GDaoYJ7ywgsv9xacvsFlOctzXza+5b8FbV5TmHq8gHN3TbFlbuiKpl2i5fd/Xxd/trmJzXQkvHhY4hYHDbmN7YQCcBZBXdtm18Fqxo6kiqchKPX8l+N5XV3X58ECKIkgcxzd9nXx5dxHe0pWhyxpXrjqcPfH0r1TE1v5lamo6+4N87bmLrJWT7PWd4g9KW/B6XCss2ZNDs6Y3alj9/jVzfzjtmmpwODLI3i4/Q/o8P+g2Bd/lPJvUvSglXHgaho9D7XZYfffrUgKQ3to/OzrCXF+AEm2W1evUdXFSRglffGnAKhw1TDJFe2MpB83PEbHmfTazeV8Cs+jFPRrCiOKwq7145HzPSnnxdlQEUsqoEOLXgGdQ9NGvSynPCCE+BxyVUv4YuAP4vBBCokJDn71e97OjqdLaaDFrO2yGItKyGWKwWt+utBwdtSG2NhdxfChmOa4Mu9x+0za2eFzYF8qs9sCxheU/uczwZJDsilk2uVjRSwbAdccaJvsj3LO5VRW96dGV93gFofYvvg7+8KFWHn/iLLfKEJfEFOvuTH2/YkV8/oNtzHf1UOmuw3O5RRd7HgmbcSi0zFBgltyyGVpK4aTJ7tANyT/3dPDH79nIpFX0pjbDlgqxwtpnsRD0EjDPh07HrbdqNnR5+TnTLk+p/Javky/uLsHrvHxi3GLbbHZR0lZLYdYqNq7fQOPgv0HJ2tctZNLB64kXgt0SU9SDK/NKK3AVrCFvmWvl56SGea5EprjM7x2+KcKGNPdQQsV8iiVbkJPFuBDYhWH1+68WpiVtzv2/PXVG1dQkJoJT7yf23BONDsNQNQKjp8CzC1bdfk3mJ9Hajxllv/+D09wpJ7noO88velLCNWbNxnMxY8qWYEyZj92IPX7LQ9Ot76rc4WF4IsBdO9po9bjQlsvYv/+dwRpCSvkk8GTKa48m/Pw94HvX8x5iSKy4jE3sN7rspgV8+ex9an+TRKHyDd8RvrK7gM31Zbx4WOCQxsqwi2lxba4rsdoDx77/P474yTIW483BalYm7CzefHUsNGNbGTtMsZRShcFTp+NhH6u3fBou98Yal6pjyEvHfkp9HnF2x16zAvUJ33H+srCBZ06NkWuu+nDU4MxwiM/c3MjY8ADv2rpZURGXZ6/Cs1nJ5e4wN1qsihoSFHPdNFtXF6wIX6V189cnz2s6CxCbusef31wL2iL0Ll+XsJAaa0L4qiHWuTYW4ruCIrgCa8jyLGxpBGNqDY1YGZP2TS0x2R8gtzRISykrBGx7YymnbDargntFgaHpeR/v6uVeKdEE8YZ6vuS539JQzkuHBJouV+ZDUj2SmFFm6KpaeLwbVt0KnpuvqZJObfAXtthw6feQ1+PiLx7ezNxxHw81NtNkvs8w90rEEJZiTn3WtSX51OZhhWC3eEpXGkrXEW92svgNRargKX7XWqZ8C9yzpUVZ2+lwBSG7FFUT+9ktynI8t1DAR25OCbukJpRNJLaPsGKHiWGOGFLd8YSWDiuaesmVibYYk+bbZvuItJS1VOZHurh51RybilgRGoqNw0a8yZmRkqOQgKesAI8zoYr7inUd6Z+Z1+PiD97TysyZUR5cG2egxJ7H/+fr5Gu78/Hak+csvXBU5xOfGRuhpCg5Jn1Hu5lQjp0uJQ1FGxVCFSa9QegenWO2L0CJI8TqZvXaSiPAseI1K259207aPC5YnltxzWBomZGxgOqOW1xHlz+erP6ST4U3j5j1Kc/6jvG5oqYVwsjrcVF433qCF0Pc27qR9SkV8/E8lwQb2KR+2b45MUPp0pyT9916mXyIaQQdODJA46ZavHN7YfIiNN15Tfs+pYMKnZpKL935FOYe2uAuVjUbJpU8mc5rp72xlONDoRU9oyqml8z5mGFTMTcca+hNRVNFIU1GCVRd4YSpFMGXOLE2u8MUKvNq0mpLLztpqQ3DHn1oIzM2mwqXWBZoGms/hdmU1rptTBZ8yW7tLrweF5uztjJ/rIeHVilLJRkpgjcN3/y7vmP84+7KZDbDKtUB8/lYGwxzHFqNnZdOqsIxp9lim6ljSeO4Iq87pVYgEeuqi1X7CrP6OfF5LMdCIeuSrf3kxKMK1Z0+cYkXu/z060v85ExqTDpNQjngg0L3igONrhc6+4N8/kenuVVOcs53jt11imKbagSke80ah1lM2OWfXSHkeztU8j7mjaYmq586PUKhmdcx9Ohlw3DNlYUqMV+p9lC6kMpB8zwINPsVG8q5i3JwVxbF95CVexJJ49gXLaK+82Wq2zTc294LtduuzUO/ArweF59/ZDPzxy5Z1j6wgvJ7pYKymGL+ynMDK7ymvGOD5Buz/NB3jL/eXYO35gqtNq4DbmhFEJ+0lRZwXBCvFCqx9tG/f5NKjjG7zHBokYtDo+SXp6d6vZzC/w8uhPlku6rcvKN9G5tTrFtrU9teOYRxbqyPmb4AxVkziknDSu9no7sIgpfp5bLC9V4ZN182vRb7EivYDB/buYqR8fE4A2VJo8IbiwHvMvn3K0MRaW6E4dAiBzv9rDKaryp5n5iMs8UEjVhKGkfS8zATj8f9sSZz8goxafO7wrMwO6pCD9cRqQn2eOIxHn9PNQLSvWaNw1zf6YT8OkNHAvNRzUxqxs/HiNdjaCsKwVYipqzj4avUtffXn3o3A8ec3LHB9LTSIU0tTv9yDmPDgzhrptiyptAax3ZxDoehs9/2AT58HZVAqiyw9lCpMgaSc3FmJ4LclXUEiQllWNm4MjFfadV11KYpdLyOyCgCSBv/twRxfrLg6ewPWu2jv/TTbtZUF2NfnOWlLj+Tej7fPh8L15jWjClkUye/vbGUutF86nJKLAu0wzdFNBZbj5ib2q28hP1H+mnaXJ/W4vqjn5zlJjnJad8Z/mvNbZcRoCs3bHJfpXKL7dMXWiCrJpjCeLCbbAbfSppjaT51udE4xdSWxq1dwUBZSXG9OD7LM11+9kRdnOk0n2PqRenOrX2FZFw6xEr47eli0qke0pRPbezrlR9ArauDKQn2WBV3YjhvRR4D+NILaxnUXZcdRypRYmN1ITZfFATMyyxcuc4VOTSvx8WO5XUEeua4Z1M8dHpqKMShQB75uQN8fGc9FyfmCPYFKMybYZ1JFk8VoN6GErwNH0kab7o813Bokb6ZRbJqlPfz6ZdqWGcscbSnzpa0cgAAFI5JREFUm299upgdjWUc2itwGDp7xA4e3XzLdZ2PFbIgJ3kPpU3Mt16hQ6q55hNrX2J7+CcmO9BusoauxTkXrwY3tiJI6a2TNuyyWQnis6PDuIrT1whkRWZWMB6q5iIMTYZw1qge+amT7/W4YCzZSnblOmP1rtZhKJcm5nm6y8/PomWcO+JIdv3NZJR11kFC75KVxSgxxsXKEv6v+A7zjd03Y1+YZV+nnwXDwdcuHOKP39tiCVndPP4staCtvbEURlPbcFwNA2VlGKx71DzrQcaff/XlQmUJieB4Ms7MtbQqodI9OkKxK9VDi9c6lLbVcmE+jw/eYs5Hr7BOg1OXmt8V7FNtiwsuQ5S/Bni8y095SoI9NfEI4Pzwb3B8IMhjGzdb4/qV3b9sURW9HhfDx2IKPoR3VfkKId/hm2KIfCoIEsZpxe0vl7wX5rP+j8MD/O/TNyMB+YNTDEzNc+HQeTbLSQ77TvGblUptrxCgKYZJZ3+Q/+wKU21MWtfE+kEtGA6+flHVGgSi2RxkIxiSx7v8/Pn7Wyi65wFeDhXzaGuagrJriA7fFP8RuUOdaSFMWdCSvIeSvXMz95Rrbph0uSSrr1Ky2PV6XBTfvY0p33HubN+uCjffYNzYiiCFjpYu7HJyZJh9MX7z2fStGWxhBwf2C+yGYZ1R8O97Rsg2Fvh331H+ZXcR3rrCNFZy8vcHF8Kxo32xCfV7z7jyPhakM20Io72xlOfN3iV2JK5cZ3prJi95EaezZqYnx8iTSqGFzfOH70phPKQtaBu7cpJX/SnZZU61gL/16XYKshwIIbAJ1cnSlevk8T0p48i6fKgslgg+NdLP3i4/fn2BH569jGcRS8bVlKbEpPWV4zCiUNb8mqtUrwapvCDJysQjQGvLZlpbkq9NPMIwce6/7HuZb+6+Kbkw0Lzu07ZbKYwGsTvSx+07+4P8yzMXaJGTHPSd5LfLN/PU6REM4s/g6TOj2PRSNtnAH3VZoSrr5L/L8N87fFN8N3ILhgTNFLJCRtENyZhRTEQajM0srXw+QrD61g+x+qqf6mtHe2MpX7CXE4kacYNHTCZdkxgmfvTmjfFx3vTf0p98Zu6BdIQPUXsXPTMlrMmpWPm+NwA3lCJ4NfH/2MR+9VkfUUOSzTLhSHKNgCUIw04q22rpC0nuu0NZXIu6RpYAGTXPHK0vZji0SIdsxbPCul0p1Jzm4svPbeLimaME9aK0bQa8Hhe7b2vm0r6jCKnzObMRnV3PxyVm45uxNdmtTVfC/+TkGAB2s8tHZWE22ngsMR6Lv19NQduVFIH67FQL+Mt7e9Av9tMqJTaTZhhcCK/00DYkM5vSJca/8dQpFc5K8NCqk2o/ihMS4zLlHhPbcySM41oeQpMGj7TVcrArJcEuxlbe4ysgbfI8jYf4/3bfkeRFwMocxYSej7TBjO6kwzelzrW4GBeG92+s4l8PLfHl6HuR9mxLoXzqhXdDNHxZ/nt7YylOu5YsZIH/seddTMg8HOZ5EN0jp4noEkfsebyB8HpcPPrQRp46PcIDLdVmnivIcGiRExNTVBSayfuEBpCxMwM6RyN0+HriHlpScWdJWort411+wlED58uHLS/qndJi4i2FtFZyinBKiv+bE5ufX8QcsIzTCte4S1twT/Ukxb/dRTm4S53Wa49rWQhjlmy7WvidA9N8onOXmuwu9f1lgSXGhgJkVwbZtKF6Rfzf63HRKbcRbM3nXnuhdeyj5fqbCyS0rI6djFVuSuD74m4iUcNi8iAC5liVUEn6rjvNhK6xloOn4orol29vwmlTivH3dpmJ8SsVtFkhlZVsn56pRab6AuQVT7OxYqUFPDazRJGO4qFKpXDTc/tjzeLSJIJjnHSzOVmMk57oWXzTd5Qv7y7EW7qy15A/FGZ4MojTHVLVxwkV0o66ErZeYX29Xng9LqpTE+wTK8f6SlB5HRuGYVjhitjaH9aLeTwhXJMoXDr7g3y+s4LRaD6TJrPonLaaUDSfEXtVksKICceP76znno1VKxTK13bfvuK11LE+trt9xTV/t/vBpNfWVhVc8XOuJzr7g3zuiTOEowZH+gKsrSoAWczfdhbTFa1AnlL9sSrSJO8/8dUOtc/tNh59aCNdXTp1xiRf8ikhn7quBcoYMmTy57xSiO1a4oZRBB2+Kb4SeQCHjFgxP1G/honxM5TXN9FG+hwBwFNGO0NGiRWu6ay6h46pNtpXFHTFPYuee38R34m9/KpXueZf3HMpabK/3+VntmuC1XKS7/pO8I+7q1e48J39QT7xtZfNRTXDw221aRXaprpS9rwcL2hrcRfxvaMOIkgcKV0Qz4yNUlK8sioSVPy/7OY2ji5W8a2tKom111SMX3mym2Z3ieXZJCqivuAy44MBcsqnaS2uT25xYXYW/defXWK1nOQF3wkeLVm3wgL+yPZ6fvaEMIvFbNbmT/XQTp/sYaEvQLmc5XI2+qa6Esraark4l80Hbm1P3yWy3CzaSiABPG8W+MXaHmNEOdTlZ0wv5D99p3lsd/513YwrQ4crGSivBK/Hhf1jv82l86d4bGu7tfb+KfIeIlKzzpFIF67piq5S4RqT1fbY7l0rBPHHd9bz8Z31Sd+Xrr7glZ7T1bzvaj7neqHDN5VeOEfXWs9IAj8Tu1hr9FiGSur7njo9QkdkJ04ZtuRO7AyP3hnBY7erffb9Ln+Sh9Thm6JLb2TIKCXC27jFxFsNKuaXz3w0Hsf/+L8eJxz14Dx9nMd2Z6e3QIEvaPVEpNLwrlxnksZ/bHc73vpidQxeneqy3dkf5NFn+glH63GOnmVtdaHpDtusyRbAs9EtnKWaUQrjE732AUuxXG4x6obEkCJ+NGSrC1dbLaeXyvn5Xe0W+0gSPxNAcwv2d/l5KVrEiTNmriONxeG579fwmM/si3suJRTPkdZSefShjRx+0c8qJnnu0iE+95m6Fdc80lbLsqHocdLkpH/2ztUrLOBtxgamz01avYZSPTSArz9xmofkJKM9Z9mUp5grKxkoZquOKhd4XJwfnY0n4aV5RnJKWC65wM981lKyZGj0yOo3pN8L7b+S/PtrPKN38/q1bF6/Nv6xjaV8wZ4NKaGYpK9OWZ8x4f9mCeI3G+meB5D02iNttTzS9iE6fFM8lqAsE695oKWaI30BlqJa0ue47/3vuO3Z4FR07nQe0hdsXiLG5efsWuKGUQSp7mg6IfvZO1fj+Oj/4rTPz2MJrIRXep/X44K2+MFql/vsxM8BZQX0RWuSJ9q9xfqcyy3G//LCB1TsNPaaqwB381bcjXdY5+imvu+Ab4r/F3mAkMxBk8pSadLzKU7MI6Rs+vbGUv74hV20GuetMEOq1/SdIwPYdRerND9LhmopXFOcc9nOoontPFIt4DUV+eqoTPM0ttTveur0CIORIrCDT6/kez86DbBSoZUnC9DEalYDTf2epjVz7HxoZ8Kz/uyedxGQOW/IZiSnOPn34np6jXJeGG1kS6oX9ypwuVDMq73mRsLlnke611K9mNRr0oa4cktWfN8rfc71xA2jCGDlw04nZDdtWM+mDetf9fsScTkBnvo5r3Vz/uvuW1e+b+MHXvF9X7DnoyVYKn/Vdyf50dBlx+H1uPjj3SstnkSvqbIwm2f9a5jSC+mTVbST/kCbWXsDgYsjfHpjQ/yeN7wXlkLxL7RYVOnoeeqeD/VM8cXo+4mgYUP1UdqWmlCuNI92TBDyf/dCK43GAIYjx0p6q5qJebJqlZCVLTUM+Af57W3xYrYv7r73zYtT++f4xIs1hKPjOPdPvq448WsN19zIuFZhr9f6XN/I+bihFEEiXqvGvZbW1bWKpV7N+67aUrmKz6luq2VgOsotd6r45osXJuiPVuO026yEdsH976MzkMVjrSpc9u8vD9IqFzi0v4eydaZ1W7kx6buO6Y2Ehg9TVFfP1oTvSm289eiPTmOTKqH9QEs1gf7UhLI9qTDO63HxP3b/YpJC6/KNcrDLz6Jh52uXVIjrwukxXMYC//lcNw0ejzX2t1KcOiOoM7geuGEVAVxfTf1WtK6ulaXiftev4XbkQpbqL/OtT69Uemtueh9rzOu/uOcSY3oBLTYI6tlpBVpnf5BPfOMM4WgLznPxxGxq+OjjO+tXKLDBqfWMjI1byqKrZyRenHQpPUvmsHlms5AGEV2FnerM3jp6VH9LCN3LeZYZZHCtcUMrggxeI/KTi15eSaG0N5byBa2RYLSASXt5WoF2Wet380eSw0dpvq/u3t+gzohYRTyxnjTRhIR66v3taKpk/16N/dFNVtjpX/q87DKOM2MvfksI3UzcPoM3ChlFkMF1hxJoK6mIibis9Xs1/X3sThTfR2HH6ir++sXNXNQrL5//aCiBT/0Vdt8Uf2iFyh6kw7eTb7yFhO5b0bPM4J0HIV8FR/mtgG3btsmjR4++2beRwXVAp1nRei2s32v5WRlk8E6AEKJTSpm2XWvGI8jgLYNraf1mLOkMMrh6XL8uWhlkkEEGGbwtkFEEGWSQQQY3ODKKIIMMMsjgBsd1VQRCiPuFEOeFEJeEEL+b5u/1Qog9QohjQoiTQogHr+f9ZJBBBhlksBLXTREIITTgi8ADwAbgY0KIDSmX/W/gu1LKrcBHgX++XveTQQYZZJBBelxPj2AHcElK6ZNShoFvA+9LuUYChebPRcDwdbyfDDLIIIMM0uB6KoIaYDDhd7/5WiL+GPikEMIPPAn8t3QfJIT4jBDiqBDi6MTExPW41wwyyCCDGxZvdh3Bx4B/lVL+jRBiF/BNIUSLlMkN2KWUXwG+AiCEmBBC9F/hM8uAySv8/e2Od/L4MmN7++KdPL53ytg8l/vD9VQEQ0Bdwu+15muJ+BRwP4CU8pAQIhv10Me5DKSU5Vf6UiHE0ctVz70T8E4eX2Zsb1+8k8f3Th5bDNczNHQEaBZCrBJCOFHJ4B+nXDMA3A0ghFgPZAOZ2E8GGWSQwRuI66YIpJRR4NeAZ4BuFDvojBDic0KI95qX/SbwaSHECeBbwH+Rb7fmRxlkkEEGb3Nc1xyBlPJJVBI48bVHE34+C9x8jb/2K9f4895qeCePLzO2ty/eyeN7J48NeBt2H80ggwwyyODaItNiIoMMMsjgBkdGEWSQQQYZ3OB4WygCIcTXhRDjQojTCa/9qdmf6LgQ4lkhhNt8/RPm66eEEAeFEJsT3tNnvn5cCPGWON3mVY7tfQmvHxVC3JLwnl8QQlw0//3CmzGWVFzDsenm68eFEKnMszcNr2Z8CX/fLoSICiE+mPDa23ruEv6ebmxv+7kTQtwhhAgljOPRhPdcsZ/a2wZSyrf8P+A2oA04nfBaYcLPvw78i/nzTYDL/PkB4HDCdX1A2Zs9ntcxtnzieZ1NwDnz5xLAZ/7vMn92vRPGZv4+92aP5fWOz/xdA15AESg++E6Zu8uN7Z0yd8AdwBNpPkMDeoBG1FmpJ4ANb/bYXsu/t4VHIKXcBwRSXptJ+DUP1bcIKeVBKWXQfL0DVcj2lsWrHNucNFdg4uvAfcBzUsqAOfbnMAv13kxco7G9ZfFqxmfivwHfJ7lg8m0/dybSje0ti9cwvnS4mn5qbwu82S0mXheEEH8O/DwQAu5Mc8mngKcSfpfAs0IICXxZqtYVb0lcbmxCiA8AnwcqgHebL19NX6e3DF7l2ACyzVBeFPhLKeUP37i7ffVINz4hRA3wAfP37QmXv+3n7gpjg3fA3JnYZdY7DQO/JaU8Q/q52/lG3eu1xNvCI7gcpJR/IKWsAx5DFa9ZEELciVIEv5Pw8i1SyjZUyOizQojb3rCbfZW43NiklD+QUq4D3g/86Zt0e68Lr2FsHqlK/D8O/L0QoumNvN9Xi8uM7++B35EpfbTebngNY3snzF0XahybgS8AP3yTbu+64W2tCBLwGPBI7BchxCbgq8D7pJRTsdellEPm/+PAD1Cu3VsdSWOLwXRtG4UQZVxdX6e3Iq5mbInz5gNeBLa+gff4epA4vm3At4UQfcAHgX8WQryfd8bcXW5s74i5k1LOSCnnzJ+fBBxv8323Am9bRSCEaE749X3AOfP1euBx4OeklBcSrs8TQhTEfgbuBU7zFsQVxrZaCCHMn9uALGAK1cbjXiGESwjhQo3tmTf2rq8Or3Zs5piyzNfLUJXoZ9/Yu756XG58UspVUsoGKWUD8D3gV80wydt+7i43tnfK3AkhqhLW5g6U3Jzi6vqpvS3wtsgRCCG+hcrclwl1dsEfAQ8KIdYCBtAP/Ffz8keBUpRVAhA1XdNK4Afma3bgP6SUT7+R40iHVzm2R4CfF0JEgEXgI2aCNSCE+FPUwgT4nJQyKRH2ZuBajE2oZoRfFkIYqA34l1K1JnnT8SrHlxZSynfC3F0O75S5+yDwK0KIKGptftTcd1EhRKyfmgZ83cwdvO2QaTGRQQYZZHCD420bGsoggwwyyODaIKMIMsgggwxucGQUQQYZZJDBDY6MIsgggwwyuMGRUQQZZJBBBjc4MooggwyuACFEaULXyVEhxFDC79L8/4QQoksIcZP5noZYV8uEzpXHzC6V+4QQD725o8ogg2S8LeoIMsjgzYJZmb4FQAjxx6humn9t/j4npYz97T5Un6Tb03zMS1LKh8zrtgA/FEIsSimfv973n0EGV4OMR5BBBtcGhUDwlS6SUh4HPkdKb6wMMngzkfEIMsjgtSNHCHEcyAaqgbuu8n1dwP+6XjeVQQavFhlFkEEGrx2LCaGhXcA3hBAtV/E+cV3vKoMMXiUyoaEMMrgGkFIeAsqA8qu4fCvQfX3vKIMMrh4ZRZBBBtcAQoh1qMZjU69w3SbgD4EvvhH3lUEGV4NMaCiDDF47YjkCUOGeX5BS6kIIO7CccN2tQohjQC7qKMdfzzCGMngrIdN9NIMMrjGEEO8DPiGl/PCbfS8ZZHA1yHgEGWRwDSGE+BzqUJP/8ibfSgYZXDUyHkEGGWSQwQ2OTLI4gwwyyOAGR0YRZJBBBhnc4MgoggwyyCCDGxwZRZBBBhlkcIMjowgyyCCDDG5w/P/lj7HMpRst8wAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(time,brightness,'.')\n", "plt.plot(time,template,alpha=0.5 )\n", "plt.xlabel(\"TBJD\")\n", "plt.ylabel(\"Brightness\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This template curve can be subtracted from the original light curve." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "residual = brightness - template" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.errorbar(time, residual, brightness_error, fmt='.', ecolor='lightgray' )\n", "plt.xlabel(\"TBJD\")\n", "plt.ylabel(\"Residual brightness\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Comparing the spectra\n", "\n", "To see the effect of subtracting the modulted template curve from the original light curve, one way is to compare the Fourier spectra of these data sets. Here, we also compare the results to the residual light curve, which is obtained by subtracting the sum of Fourier harmonics from the original observations." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "from astropy.timeseries import LombScargle\n", "from seismolab.fourier import MultiHarmonicFitter" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Using the `seismolab.fourier` a series of Fourier harmonics are fitted and subtracted." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "fourier = MultiHarmonicFitter(time,brightness)\n", "\n", "pfit,perr = fourier.fit_harmonics(maxharmonics=100)\n", "\n", "time, resbrightness, resbrightness_error = fourier.get_residual()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Lomb-Scargle spectrum of each light curve is calculated." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "lsf,lsp = LombScargle(time,brightness).autopower(nyquist_factor=1,\n", " normalization='psd')\n", "lsp_res = LombScargle(time,resbrightness).power(lsf,normalization='psd')\n", "lsp_template = LombScargle(time,residual).power(lsf,normalization='psd')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And transform to Fourier-like spectra." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "lsp = 2*np.sqrt(lsp/len(time))\n", "lsp_res = 2*np.sqrt(lsp_res/len(time))\n", "lsp_template = 2*np.sqrt(lsp_template/len(time))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Comapring the three spectra, it can be seen that the side lobes (orange) of main peak and its harmonics (black dashed) of the original spectrum (blue) are suppresed in the template residual spectrum (red). However, the other, additional peaks are kept untouched." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAfUAAAEGCAYAAAB8TgymAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAACm/klEQVR4nO19d5wU5f3/+7O7V+Ho7ShShAMORKUpauw9qLHFlsQkKjF2TWL5JdbEfE2MGI3R2GOL2BUsKDawUqXXA45yHHDccb1t+fz+mJndmdnpO3O7y82b173YmXnKZ56ZeT7Ppz7EzPDhw4cPHz58ZD8C6SbAhw8fPnz48OEOfKbuw4cPHz58HCDwmboPHz58+PBxgMBn6j58+PDhw8cBAp+p+/Dhw4cPHwcIQukmoCPQp08fHjZsmO71qoY2xJjRp2seggGKn99T3woA6N8tX7OedL131zxUN7ZplpXKGKF7QS7yc2Trq1gU2L0SyO8O9BphuZ0AEWJiNIOcDnndHoW5yAtZW8sxA3sbkvvNywmiLRxVnOtZmItde/ehoGs3zba6F+QgPycYp6VfUX68bb3xTQVSP/JnqjWGDQ0NKCoqUpxzSk97JIb9ze3IDQbQs0uuozaMINEvp7lbfg4KcoOu9+Um6lrCqKqpRb9ePdCtICfd5NjCrl27MHDgwHSTYQtu0bx06dJ9zNzXBZJ8dCA6BVMfNmwYlixZonv9P/M3o6U9il8fPRzdCxOTzsPzNgIAbj6lRLOedP3yo4bhhW/LNctKZYwwfUIxRvWXMZa6ncDD44Ci/sDvllhupyA3iJb2aBId8rpnHToQI/t1NW0LAFrDUTzx5eak8yP6dsGWqibFufMmDsKcr5cjXKg9B5w2bgBGDyjCo59tAgBcc8LBePyLzUm0ugXpnn919DD0KMxVnJOjsnIXiouVE6BTerZXN+OtZTsxqEcBfjpliKM29LBpTwPeX1kJQEnzSWP7YcLgHq725TbmrNiFr1ZsxEmTxuC0cQPSTY4tLF26FJMmTUo3GbbgFs1EtM0Fcnx0MDoFU7eKmMWY/aa2CF74rjx+7HqsfzQs/B+093jcJsP99g7snAgM7+5PYujZjAP88fvwkRHwbeoyWJ1ztu5rQls4Fj9evaveXUJiomo74HzNlQ4Getttt+leYxXL6yjyzPp56qmnO4YQF5FtNDOyj2YJkydPTjcJtpGNNPtwDz5Tl8GqpK7Gsm37Nc87ZqwxUVIPeGF/TJ+41FkkNS8l9qS+OsmY+vDhwxp8pi5DxkyQsYjwf0qSeupkuM2cnC6afPjw4cOHNfhMHfYZIJF5mZTakwiy2VFHSYh643XhhRfarpNuHHfccekmwTayl+YMfQkMcPfdd6ebBNvIRpp9uAefqcM7ZpgyI0uhAb2aXjLXCy/8qeH1dDB2sy6PP/549/rqoPtzk+aOQjbSDAD33HNPukmwjWyk2Yd76PRMPRKNxZ3eOtIWag3ppccuk5rxmxnG7WXc+AIzZz6UbhJsQ05z5o2oNrJxnAFkXYw6kJ00+3APnZ6pv/NDRbpJ0IA4VaciqevUdYMJ6DHn2v3aDoMSYrJqmaKOb2hoTDcJtpFtNDNz1tEsobIy+0IJs5FmH+6h0zP1nftbEgdux2WrjuXZ6owrSjXtEZR2RmniA5COMLsDPTbehw8fPuTwlKkT0elEtIGIyojodo3reUT0mnh9IRENk127Qzy/gYhOk52/mYjWENFqInqViNzPMWoCgjNPOctM3Q1J3XFN520MHz7c1fY6AsXFxekmwTayleZ0ra+a2yNYvqPW0QJv4sSJHlDkLbKRZh/uwTOmTkRBAP8GcAaAUgCXEFGpqtgVAPYz80gADwP4m1i3FMDFAMYBOB3A40QUJKJBAG4AMJmZxwMIiuVcgddzjr4gq7rg4eyn1zQzW5709Io98MADlutlin19xgxjPwA76Kg7ktOcLZoIN8fZLuau3o0v1u/FvsZ223WXLl3qAUXeIhtp9uEevJTUpwIoY+YtzNwOYBaAc1RlzgHwgvj7TQAnERGJ52cxcxszbwVQJrYHCKltC4goBKAQwC4P7yElqCdc6xK+M/W7HP/+ogx1zWHL5RdtrcE/P92E9kgiU55dhvHUU0/pXmNODwN68Tvj9NVz3p/jep+7altR1dDmersSvKDZa6ST5lbRETYas//+pXMx4hTZSLMP9+AlUx8EYIfseKd4TrMMM0cA1AHorVeXmSsA/APAdgCVAOqY+ROtzoloBhEtIaIlVVVVLtxOByLO01NxlAPKqhosl19VUQcAaI1ETUrqk/XZZ585qpdOLFu6LOncw/M2orKuRaO0daRa3whaNGc60kmzpCFzoh16+unsS2+bjTT7cA9Z5ShHRD0hSPHDAQwE0IWIfqZVlpmfYubJzDy5b19ruwe6voGJ6th+0prUCAoGkh+v2cSW2hiYOMq51o/3WL/b+oLIR2ZDeisz/Z3z4cMNeMnUKwDI958cLJ7TLCOq07sDqDaoezKArcxcxcxhAG8DOMoT6g3gvT04dUc5AAhZdswDKCHOqKlwDXL1e8YzzSxhAFlCJoD00arxavvwccDCS6a+GMAoIhpORLkQHNpmq8rMBnC5+PsCAJ+zMPPPBnCx6B0/HMAoAIsgqN2PJKJC0fZ+EoB1bhFslVk75bV6LFY3TWyK01DAhmogLs1Y6FOvxBNPPGFQhxVx6gs2ZoZJ5JZbbtE872Th1lE+A3o0ZzLSSbPky+Lk+VRUZGIeC2NkI80+3INnTF20kV8H4GMIjPd1Zl5DRPcR0dlisWcB9CaiMgC3ALhdrLsGwOsA1gKYC+BaZo4y80IIDnXLAKwS6df3zkoznM/xziR19aSloX3XbTIuzaTAl7Zs2WJ4PVM83uXIxkQdPs0dh2z0JM9Gmn24B09t6sz8ITOXMPPBzHy/eO4uZp4t/m5l5guZeSQzT2XmLbK694v1RjPzR7LzdzPzGGYez8w/Z2bX3IytMjTHkrpl5/eOZ34SafKd1IzC35LrEx78xz+MO8k8no5XX3013STYhk+zTaSwYD377LPNC2UYspFmH+4hqxzlOhJeqFI7MqQNsDeJSTZ1B1E/lmnJQJ6uC9+pyn2ka0xd3lTRh4+Mhs/UHcCy7d0pG0tD8pnEde/69vdTdx/ZMKTpplFasKabDh8+OgI+U5fBasiV5+p3h3Bj0mLdA9PTuPLKK43bzsBJdfr06ZrnndDaUbenR3MmI50023ECVePJJ590l5gOQDbS7MM9+EzdAdyevJN5vYeSuodx6ieddJJJ35mHSZMmpZsE2/BptodUnECzMTtbNtLswz34TF0GSfUcjsbw3gr9sJBUc6R7V9E5pHuSM327ks0ll1yi374zsjzHvffeq3k+U+kF9GnOZKST5lQ0ZOS1es0DZCPNPtyDz9Q1sK26GeX7mnWvez/hSz103Mdp654cuwqkh1WmZ8vXDuupozpKGekKaYzHqaeldx8+Ohadg6k37rVUTJqIzTZ+cG5Tt7ufuj1YqWXuKOeoa0tIl03dkX08Ex0AfKQE/5n66AzoHEy93l6GpUgsZlLC2eRgXe5O3+RjxVlQT+Iy2sc5UyfUkpISzfNOqO2oW9SjOVPB4LTSnEqaWN8p0Ue2oXMwdZvQ4ultkSjeXrYTtc3t3k/eUgcdaBuTukyF+f7+9793iRp3YXRHRn4AmQqf5o7DnDlZuM1tFtLswz34TN0iNu9twrbqZny/pdpxG3o8Olkt773IF4nGNBm4FZ6uV+YfJhnl0qd+1+8427OzuTGmG/c0YEtVY+oNGeDVV1/NyJBGM5x11lnpJsE2spFmH+7BZ+oWIe0znpcTtMxyO3oSs9pfJBrDvz4vw1eb9iXqarVns/9ly34wvJ4uRymjXodUf41xe9T7DGVmTL2EjRs3utreBysr8d7yXa62qYbbNHcU3n///XSTYBvZSLMP9+AzdRmMtN7xa3A+4VtWpnvMUSKiI+CqijpXuy7t3ooubdpOiZnKI986fBFOLftzusnw4cOHD1fgM3UHsByn7piVucMCtci0s0mLXSw+bR1mLPmxLXo6As761a60t74V5fuaUqLHhw8fPryCz9RlsJ7T3WJ7qoJeh7TZhaZNXZ58RoeO9C5VnPTrXs+vLNyOd37Qi6Zw/w5b2qNJe8/ffffdHvboPpiVNGcTMjVqwwjZSLMP9+AzdQewvEWrxfb008Ta8363yrykjVXCUcaqnUoVPLMwKbSGo7r1m9oitugCgPqWMHbU6Cf08RLZPMfN31iFpdv2K85l437ZS5cuzYoFiBpPPfVUukmwjWyk2Yd78Jm6BswEassSvYqbWN9P3WI5B2Cwgsl9um5PUtdrdtXjiS83o6apXbONhlb7TP2H7bVJzCmTkSkLAS2pKxsdobKRZgD4zW9+k24SbCMbafbhHjxl6kR0OhFtIKIyIrpd43oeEb0mXl9IRMNk1+4Qz28gotPEc6OJaLnsr56IbnKLXssTucuSups1rUBrC1R5nPp2UaJ+f2Wlp3QcyHDrCfp5vH348GEHIa8aJqIggH8DOAXATgCLiWg2M6+VFbsCwH5mHklEFwP4G4CLiKgUwMUAxgEYCOBTIiph5g0ADpO1XwHgHddpN1B7E5Fzm7pzklwDszHDYQChgH1KM4n3mKX5zSY4eBQ+fPjoxPBSUp8KoIyZtzBzO4BZAM5RlTkHwAvi7zcBnESCaHIOgFnM3MbMWwGUie3JcRKAzcy8zS2CMyb+3Gnud6saBI2MeZJJgRnICXasVebheRuxp77Vtfae+WqLa23ZgRfvRUBjtSTPzpYpZgI9bKsWkjZlY0a5xeU1ePWt5BwGmY7Zs7OPZh/uwcvZexCAHbLjneI5zTLMHAFQB6C3xboXA9BNB0ZEM4hoCREtMSJSS8I0kzq11NeaUBfrYKN6jBk/bE+2Y6crCYwRdtW2KI5bw1F8tm4PwlGzPPzJaG7Xd/KzivW7GwydBTsKAY0vtLi4uOMJcYh1lQ0ABJqzySu7uT2CrzftQ2XekHSTYhvp3LveR/qRlY5yRJQL4GwAb+iVYeanmHkyM082bEumFDeedFjjlzGsMs/kLLHu5H5fVVGHLzcow6EYgJZ2OnHrnBY7QVClZ164tQYrd9Zhza76lNvWe6yThvY0rLd+d4PjPt0aQi2b+syZM11q3XtI5LtN87rKevz7izLPTC3SO3PPfdmXmGjQILX846MzwUumXgFAvswdLJ7TLENEIQDdAVRbqHsGgGXMrHTddgAnkrrl5DOOberuTFR6Uq4R/ZkiTEk83omkbhX9uuUZXs8LOf88XHOUc6kdt7C/qR1zVuxCe8S752IFX22qQnskhpYM0Kb48JFJ8JKpLwYwioiGi5L1xQDUxp7ZAC4Xf18A4HMWOM5sABeL3vHDAYwCsEhW7xIYqN7twMmk6dRJ3rr23R2WoNedkXCTITwdIVHv7CVTN4Nae5CJ6GiV9ry1e1C2txFVjW0d2q8akq+BHUk9UxasPnx4Cc+835k5QkTXAfgYQBDAc8y8hojuA7CEmWcDeBbAS0RUBqAGAuOHWO51AGsBRABcy8xRACCiLhA86l0JxpQz2kTKF+PJ3LqknmrutRSZisYqgpk1zQIcv55al25BYqjqbXBjMUZVYxv6d8tPA1XG6KihmzhJf996ryG9O3bfTLdpTrwf3o761COO8LR9L3DVVVelmwQfaYRnTB0AmPlDAB+qzt0l+90K4EKduvcDuF/jfBMEZzq7xGgyOcFmqZwY1ExPzZwd+8nZngpTm7D0ejOiPxOd6OT4bks1Fm2twWVHHoR+RdYYO4MRSaPE7zbOmp7+rTXtviVu0LxiRy3W767HRVMOioddRmwwdScuKhecf779SmmGn1GucyMrHeUcwQIntsysXS6XxOxdEpe1wqH0mk8kn3HWV7vLTFOL9Jb2KHbuFxLjNLfZs6X+6/Oy5D4yzmJtDdk0aUsj7AbNn6/fi121QuhjQJLUbbywdt5t6f175JFHrFfKEPje750bnkrq2Qr1x5907LBd65KCO+p3zS1koZNRTnZXTnqNRFNbiOhNuHKb+n/mb06UT6m37EZlZSLTX7rGwe47ItFc09SOnoU5WZMpr6JCb/OezMWyZcvSTYKPNKLzSOo6059ybrG3IYp5jw6nXM8d5dz3freeZ88elu+oxeaqRk/aNkMqj8HNZDoHCnbUNOOFb8tdCVN0AjvriEzxLfHhwy46D1PX+Uq1VNRmkrnTHPEdHdKmN4klayLkMfhOs9mlaP83GJzt1cm7u9npr6MmaHk/a3fVe+bEVVTU1ZN27cDqnUkSeVFRV4RFbU66FjxO3oOibkXuE+Ixsik5kQ/30XmYup6kbrW2lA/GoC0A2LC7Aasr6jRL2Q5pS1FFqWUzFrZW1e/SucO+N+p3IPOd9/TgFdW33PI7j1r2Dm7S3BFhfFIPf/rTnZ73ZYQv1u9FhSrbohl27drlETU+sgGdh6nrTASKkDaJsaXg/f7hqkrMW7vHtJwxPJbUk+5PXc/L6H1rkFOguQhxtbfswpdffhn/nS41sd03xE2aO3K/nnnz5nVcZyowM5bvqMXri3eYF5bhnnvu8YYgH1mBzsPUdSV18+lpcfn++F7gRM7TxOr1pZsmNkVot8LGyWfSJKmnqWlP4ZVEOX/+fE/a9RJymlMdFTse704hPbtP533qeV96kL5Tu2vse++9131ifGQNOg1Tn7PC3ItVLwHL91uqFZuEWHaUy1BmFFVndJHBuarbQ6audc5Gd5V19tSXPsyRytNOdbHjNlP/bnM1nlqwWXEuEz5daZyyNfTSR3rQaULatu5rUhxv3NOAwtyg7VUwgZwza9shbd5gzopKxTHD/kRblB9CQ2tEdsa75C6pMgH1/UpwO6oqyazhbvNZCS/YkXxN6gZ//35LdeqNeACnkrqPzo1Ow9TVX/8HK4WJvig/pFdEvymrXVosl1wxfapsywlz1DONlzTbONsZMGOGtTSg26ubQQQM6VXoOg12+Yyc5kx9cswcf6+l1/mGG65PGz2xuKRuD0uWGO427eMAR6dRvxt9GMXdhXSjVQ1tpqpaIuuSo7qc/QW3N0v0kv7KMB1mljkJWoOaMrcp1XJgzDZ0BN1G5pK3lu3Em0t3etRvCnVdHBd75iLjsoqUsxn0zvmSug876DRM3egrlT6axeU1mLVoh2vSrGOvcrdmPZ1mcg22FGVmSwx6ZL+uGFvcTVHPK2i17Xp3Jln2HDXpEWd46qmnPWnXC0ivvJLmjh1Xq9+d1o5vjz76L1t9uYm4pG6Tq0+ePNkLcnxkCToNUzfKeGbHEUXY/sXrZby3qmy1oxHLerQaWx8KEE4fP0DVSueB2kfDh3W4KqlbaMvJgjMTciN0ZOiejwMHnYap6339zEjSHZt90I4ldWvVXEs+Y9a8lWt6m8Ik34x3M1DHqB/t0f/uD8nRFGZ7BnRGeDEGTtu0Uy8Tnl3c+91Xv/uwgU7D1PUkdYY1dXOivB2HuhRnBo9mFq1kOolTymvSvtVqqLUb1MGzoNu9ab0fbt8SM+Pz9XtSDrE77rjjZI2mSFQHQU6zmyRbaSuVzWNOPuVkx3VTRdz73abHyt133+0BNT6yBZ2GqRtB/dGbTeZO42Tt79LmPpiN1XrqbefTR7Nxx8xAWySK6sY2l/rznqk3t0exYkcd3tcJsbOK448/3lb5sr0NKfUnhxTGaFelLac5E6RgLcjpkn6ecsopaaFFQYRN+BnlOjc6PVNntue5zWwjpM3p5OWS+l1PU6A+v6e+VXehoqd+T4po89QAqE3DW0sr8OJ321xplTTIT9lRTlW9LSIEWOcEU3uuM2c+ZKv8nBWV2N/UnlKfgLA4UOYmMIc0BHZpttImALS0R7C3wdoGMbb85MWH95e//MVGLXfh9P0bOHCgy5T4yCZ4ytSJ6HQi2kBEZUR0u8b1PCJ6Tby+kIiGya7dIZ7fQESnyc73IKI3iWg9Ea0jommWaLHg/S7B9FNyGM+ua572yD6tp7ZT81952JO6Zx3tuwY6Xvxyd7cv7+lP2EhTY+oNDfa3opUWFKmgss75eDuh2QrmrKjEK99v96RtAGiod0/L0VGQ9q730TnhGVMnoiCAfwM4A0ApgEuIqFRV7AoA+5l5JICHAfxNrFsK4GIA4wCcDuBxsT0AeATAXGYeA+BQAOusUaQntdrcZ1n8Z6lsR3j0GDWjqVJmQ7oEzUViQHQl9dTJSwkd4Z1s9zEkb9nbATRaLBd14Z1SqKctO4u6PwZehU/Kn1f8V7pfdB8+bMJLSX0qgDJm3sLM7QBmAThHVeYcAC+Iv98EcBIJYsw5AGYxcxszbwVQBmAqEXUHcCyAZwGAmduZudYSNQYTgVqiNZs0rGqakyR16xu9xmukgl212pKVsfe78qKeVJl8PkMNpRZhpMlximQm76ANjXNO9suORl1g6inU9XqPb60YczWcrAUGDRzkgBp34HTtcvjESf5+B50YXjL1QQDkewbuFM9plmHmCIA6AL0N6g4HUAXgeSL6gYieIaIuWp0T0QwiWkJESwAD73dOltS/3FCle1N6+5Enl+PUbeoegGEsQao1F5bV70aLphSlnXSFtNl5DK3hKFrCUfOCLmDGjBm269iR1LdVN2kyyVQkZCc064GRvECOGGxS5KgP8VZvuPEGV9t1Arsan7++MAezFu1AY5s9/wcfBwayzVEuBGAigCeY+XAATQCSbPUAwMxPMfNkZjZMr+RERWqljjApqKVe2111OKzGqatPu39r1p+LK+rYFDPKPbVgCxZsVC4G1bXdWqt1+/RW3PzNFBC7P2nvrmvF28sqsGBT8sJWTn84ao2JSlXmvD/HBeoM+rGy0LaRf0Iq+9Zbb6VCVkpw+ro8/KSg/IxYfEY+Dix4ydQrAAyRHQ8Wz2mWIaIQgO4Aqg3q7gSwk5kXiuffhMDkU4IdxyWG1QkklUncW1W2ofpd1beepJ7s25c+9bsbXVt5A1oNJHG3JVsJWnRdlivsTR6IRVwfduketbzl5e/Ge8t32Wp32dJlqRFmAjfGoUbjnhctXKhRMrPx3fffAcjc0EEf3sJLpr4YwCgiGk5EuRAc32aryswGcLn4+wIAn7MwE84GcLHoHT8cwCgAi5h5N4AdRDRarHMSgLVWiDFUv9u4KaGOFUnd+hfVoTue2W3a8oIn22cQc/X77BX2GFlyD+6MUVCMv/PCD8AITl7Ljsoo58bYKja/8WhoYzHG9upmbxpXIdu/SB/O4NnWq8wcIaLrAHwMIAjgOWZeQ0T3AVjCzLMhOLy9RERlAGogMH6I5V6HwLAjAK5lZklMuh7AK+JCYQuAX1kkSPeSLe93tjZ9MLRC2jKDQRpOtAws2loTP9SV1JPWIcaOiKlMumaj5rRlRZIdLaauOt5tM6TLjaeo1YbE1APsvg1fGhNNxpnlXMJWmliPaFi4tQbfb6nGBZMGm26JK31T2T7uPjoWnu6nzswfAvhQde4u2e9WABfq1L0fwP0a55cDsL0NkVsbugg0WCuT7uQzTqCOZ9bN/a6GyzOPvTzdguuU21AvVKx4WBs3mFp1CdJCixBDOBZDJBpDKOiO0s3OtyDff9wMt9xyi1OSNDrWosW95uX405/+5Gp7dS2Cit9LJ7Z7770XgHehfz4yG9nmKJcCGLXN2lm17MWpW1S/a8Sz27PcewOzKPtkpq5X0t2QtlRquzJamo5yrjfpKohjWL69Fk99tcX1ti1po1SF6lvD+GH7fs2W5AlRvIjfd7tF6d4qKtzej54U7XuBnTuEwCGfpXdOdBqmTgCe/6Y86bzV/cPlsCKwpfTRpnGF3a7ymNWT3JK9370LaTODO45yqYW0aYIND7GrtiXJY94OJPV7W9g9L+eE+j355s2e4/srKvHlhirUtYSTrr366qtukKcLa34uNtoTn9bzzz/vlCRNxMfXAsutqHUWa/7008Le9b6g3jnRaZi6E5t6l7xg8skUPhTLu5i6lHzGCdTaDOtuAKnNIEZy/4E2N0kM6LXFO7B0m1qyVcJo+Ik7NmTJLJ2yFCsuD3fzxFHOgv9DpkIaQivj8tm6vSn1lQl7wvvoeHQepq4D4ePSnjqnDu+tXcdiu+oP167t3pOpio2lmupGJVO3nibWXfW7E6kqFWhrGlK9J2V9vXsyTNtr0D7Bu2Q3Tu48FBCmk4gL2evswq3FQ11z2NX21JC+J0+laKlxn6d3SnQipp54w5NToWrX0DptOe97Kl9UBunNAlbfkDSSHIsZx5Bbg/vqd+9t6u53YKSZMUunHBIdMLSyu02fPt0RPcyclETF8ZYKFl7SF78rVxxfcP4FzjrTgR31u1NcdPHFYh8+OiM6DVPXjVOHvopTb4Jzar+zb1s2rzCir2aWXEPY+dj1beqqCR76qmAnRgQ7nrtz11TiiS83O+jFhAbX29N5Bx12FPBQUrdy80lFNB60VGbSpEmOyJi3dg/+9XmZA2KcISI6zEjNHXnkke40LMIoZNAtHHP00Z734SNz0WmYulJSV17R3bRES8lsK9TKelmnFQf2KHDYiTVY1WK4nQjFTmvl+5wm85DdhZb3ewdFsDntxgubekrbwhrciBRmZRdrdtUDEJK2GHftdkil0N7vfv97V9uV5pSYjZfLbmja9ddfL9TzZfVOiU7D1OVTlcIJi+1L6lag9TllRkibvebTFafuBKnE5Wp7v7vNKIyvN7dHsK+xzbQdyWTtpaOcJkPwIPFhc3sE35btM2XaEdl1Te8HC7T8sL3WHnG6vTlHQv3uPTLgk/SRBnQapi5/wzsiKcOu2hbLK+XkXUxZ54JGXZt02YXVDV2MpikniyOzR7RYlvXOap2OhtX3TCr332/L8dJ32yyUFwaUDEweTmHHO9sKzNr5Yn0VFm6twbYaY22L2QYyVsitajBfMMXbkzVY1dBmq266Ec9El2Y6fKQHnYapyyUxZbgU66uYtWyEFr+UD1ZWaqj5rdX1+nO0o5ZzY+tVJ5DTqNX0vkbtREJOYSVNrF0kefSblLMaby69Rx2d+z057DApvEMXJSUlmuelLWGjJlunRk0W5V4t1EtLS/Hy99vw8vfmi61MwSGHjAfQMcKLj8xDp2Hqclhltlo29fLqJsv2sEz8poxo0pLK7YxNupHScHtgU09uz50GqSO8rSzAUrpk8alccsklmteD4r2Y7RIqtzS8+N027Km3l4ffKa684gpX23PyxOz6Ofz26quFvjJw/vHhPToRU5dL6kop0GrWNABoaI2gqc2a13E06aty3z5t9Xs/fnRfBAPGMbKHH9RDo/3U1e+O4KA5123gqcapW6xul+yMlcAMyNLLKCdpgswWyqZ7oRtccxZ9Ifz/7LPPOqidXjzxxH/STYKPNKLTMHUyUufaUL/bgXoDkLja1LTd9EzaWnRZdpQztKlnnlSvhqYq23VJXee87Y6E8nbU7+qFADNrq7FtUmIVGzdu1DwfCEiSunHPZqmZXdeqiCOxZs0adxsW4eUXsWrVSgC+pN5Z0WmYujRbaeVT1vV+T/HT05OoTNv16GskCJOVVusBIk26LNvUXfbZcjICKcrVLrfnXUhR4pE4b3/2il2aduKO9viX1O9mknqqknxnhD8mnROdh6mLL/jri3dYj1N3W1LXKZfMTDl+xRzWiDSTls+fNEiTgafLuU/5jDxijor91D2AR+p3CXYyyqlLbqlqSnI2XLmztmPyMDiAqR+LZ1oVb27SD2nz4RU6DVNXer9bY7apItmmLvZn1qHHX6Nu85pM3eKCJwNmELd3xrPqULlhd0MKHduHV+aMz9bttXUvVjLkST/vvvvuFCgzf7Zuv31Sew8//E+XW/YeTzzxBAA/pK2zwpSpE1EhEd1JRE+Lx6OIyFIiZyI6nYg2EFEZEd2ucT2PiF4Try8komGya3eI5zcQ0Wmy8+VEtIqIlhPREkt3CUD+iodVG07Yyf1uB+ooHeuTsXeSqd7kSLrqd6vZ9tLvpJaaulFL/W7eXn1rGB+uqtS8lhTS5tIQJfQ4dmzqeueVF9oi+naUVMhfunRpCrUtMHWPONh3333rTcMe4uuvvwKQwQ6VPjyFFUn9eQBtAKaJxxUA/mJWiYiCAP4N4AwApQAuIaJSVbErAOxn5pEAHgbwN7FuKYCLAYwDcDqAx8X2JJzAzIcx82QL9CdBvUGEHe/3TIOjxC4a07NeM5Zt6h6q39dVNmCRRrIZVzuxcFn9ntS1hPFtWbXT5m2XS66gX9HphG5nYWQppE0s9P777zuiR4KdtKpuQKL79ddf96R9L6eWV15+BYAvqXdWWGHqBzPz3wGEAYCZm2HtnZwKoIyZtzBzO4BZAM5RlTkHwAvi7zcBnESCOHsOgFnM3MbMWwGUie05htz+GNHxSncbemp+c+d39z9Hqc+l2/Zjb7317FhWM8qlumNYQ2vY8Po3ZftM27BPQqKCXvKZDbsbMHf1bs3ac1bswrrKehu96airbU6/0kLL3pibq8q1jp3AC/7r1FGutrkdZXsbnXecxZyRWdAkNbdH0k2Kjw6EFabeTkQFEF9vIjoYguRuhkEAdsiOd4rnNMswcwRAHYDeJnUZwCdEtJSIZuh1TkQziGiJlopePUHoM9nUuL1ZGI4+vFK/G9wpaS9u3MhXr9fttIMT+9UvKd+PlvZE/H+HzKWK90DLps74cFVlnHGr78MsDCud3sdOGav0bVhZ6O52MQGMWUSIU/V7ebWzzX6ymJcjQT3j2a+24sn5W9JKjY+OhRWmfjeAuQCGENErAD4DcKunVBnjGGaeCEGtfy0RHatViJmfYubJkoreSZx6qtDbt92yo5wFury2EHSko1y7zJ7bMfZAuaTeAb3p2rUdt5h63zbLyzF7+S6dNpMryzPK2blf6T0zl9R16lvvStme2OBVV13psIX04dprrwWQEb6rPtKAkFkBZp5HRMsAHAnhG7mRmc11oYLtfYjseLB4TqvMTiIKAegOoNqoLjNL/+8loncgqOUXmJPDGr+MkT6besd/jXqSkp5N3Y00seoWAinGYji3TWtXTnXtZ9mmbrNdL+EVIyguLnZUj0BCbgVTSd1apAkz24oeGDxkiHmhDMPQoUPRisx6r+RYunRpv1Ao9AyA8ehEEVguIQZgdSQSuXLSpEl7tQroMnUimqg6Jbn4HkREBzHzMpPOFwMYRUTDITDkiwFcqiozG8DlAL4DcAGAz5mZiWg2gP8R0UwAAwGMArCIiLoACDBzg/j7VAD3mdAh3I9CUler373h3klMIS6pk8ZVeUUPbOpkLv1qjULA+o4uBu1aa0Nuv3cyAnbV3aSQ1DXqmjRnxhuSvN+tkWUZRt7vVvtWvxOSRFxZ14p5a/fglNL+tumKxhixGCvenZkzZzoKa5M+FVNJXeey829baPDuu+7Cvf/3D4dtpAe33nor7nvw0YyV1EOh0DMDBgwY27dv3/2BQCBDqcxMxGIxqqqqKt29e/czAM7WKmMkqT8k/p8PYDKAFRDm/QkAliDhDa8JZo4Q0XUAPgYQBPAcM68hovsALGHm2QCeBfASEZUBqIHA+CGWex3AWgARANcyc5SI+gN4R1xphwD8j5nnmg1EMm3KY69C2pzP4lJFcwrsSB1Gm2boNaMrqbugfjekvWOM6iZX9ReCbvbqvG33B0lOyuqKOkdM/b3lu9C7ay5+MW1YyvRIb4hz/xQlmK1p4DKVIVqCSLzWIrehNYzWcAx9i/I6mio5xvsM3RkCgQD37du3bvfu3eP1yugydWY+AQCI6G0AE5l5lXg8HsA9Vghg5g8BfKg6d5fsdyuAC3Xq3g/gftW5LQAOtdK3RoNaPwF4Z09N9n63uqGLB8TAWNpJ1VnQjW1AU23B7kSs9B5XVs7LCSjai1lkBkp62PBYu2frMPJ+T+5bp5xLtKhRLWarS5U5Jjakc9ZQkvo9NXKyClpD9uzXW8EM3HyK9la4HYSAz9CdQxw7XbOFFXvGaImhAwAzrwYw1gXa0oYkZqvrDJZq7nd1gyk15zm07lffpq6Gu9+os+QzzmuoFyWhACmeXzRmzxYLdIS0534HXsWDT5yktubZg1sbulhdHEilpk07ylrDGYQfHfsjANpjktUaCB+WYIWprySiZ4joePHvaQArvSbMbRh5v3sWp65n5zMPVLfch1XSTbUEuup3a97v7IJ+lA20KZ5AX1BPGi83mF0qnuZaMHqiTe3K7YGlRVJzewStYVnooIW+9XZ0s4Ozpp/lqJ60kDLfetUeszYtJxa85OKLLNZIxv8WbsdzX291RkAKuPwXvxC78jm4ETZv3pxz0kknHTx06NDxQ4YMGf+rX/1qSGtra9JnVV5ennP66aePMGvvuOOOG7lv376gWTkt3HLLLQPvuusu+7YuDVhh6r8CsAbAjeLfWvFcliHxgluNU0+V1zsW1DNoOW1961V96E0ubi+m7DMefa5O1IGq2pR9L5KRxExEPDl/Cz5YqZ3WFtAew39+ugnz1u6xT54MTz31lHZ/FuurUy4ntWNxAS2Va2yLYHF5jek78/cHH7RIYTL21LeiriWM3XXuxfNbwX33/RlARk0jGYdYLIaf/OQnI88+++zabdu2rd66devqpqamwI033qjIpRIOhzFs2LDw3LlzTYP958+fX9anT5+oWTmvYcrUmbmVmR9m5nPFv4dFW3hWQW5/TGK2HRSnHu/PlL13/NdIIO3kM7qkup/7XcFiHTS3cY/NjVVknWhmlHPoce1WeTPY2qVNVnR7TSIhi3rBpdfkml3WM+dpobJSfyFhhNTj1LVf4A9XVuLrTftQ3dSueV0al507dmhet4O3f9iZTJeNScfu/LRt2zZ7FToh5syZU5SXlxe78cYbqwEgFArhP//5z47XXnutzwMPPND3xBNPHHnkkUeWHHXUUaM3bNiQO2rUqHEA0NDQEDjzzDNHHHzwweNOOeWUgydMmDBmwYIFhQAwaNCgQyorK0MbNmzIHTFixLiLL7546MiRI8cdffTRoxobGwkAHnrooT7jx48fO3r06NLTTjvt4IaGBtdD+kzj1IloKzS+GWY2VUdkKpLnB29yvycvHqw6yrFlAryOpXdj61W9+bjd5c1DFmzch4kH9bRRwzqjcMKQ1+yqR/9u+cgNSd+tnqOc9vnGtgjqW4zS53phU3e3vVRVwBJTdi1OXaSnTQwFiUR1nomL4xCOpNaYU1qyQVL/cFVltz31rTluttm/W374zEOKDVehq1atKjj00EMV6QZ79eoVKy4ubo9EIrRmzZrClStXrunfv390w4YNuVKZBx98sG+PHj2imzdvXrN48eL8adOmjdNqf/v27fkvv/zylqOOOmrbmWeeOeLFF1/sec0119Rcdtll+3/3u9/tA4Abbrhh4KOPPtrnj3/8o2a8uVOYMnUI4WwS8iF4q/dyk4iOhl6mN/f70T5v2abu4ldp1qd+SJt3ud/VaVab2iLomhuyERufGpT3kOw8qchNA7b9nqyrrAcRcNq4AYblkvOvC055Ty8w0/g5k9QN+zbMn2BGjX6BoqKuhnXNxtYrB74ftu83vN6tW7eU++jozWh69Ojeof0diPjRj35U379//yRV+rffftv1xhtv3AsAU6ZMaS0pKdHMQzxo0KC2o446qgUADj/88Oby8vI8AFi6dGnBXXfdNaihoSHY1NQUPO644+rcpt1KRjn1NlT/JKKlAO7SKp+pUO6nrr6mV8ddq3om29QJ2vR5FsOv0fasRTtw+EE9cPzofs53GbNTTa5+1/SzUJ+zf9dNbYnNNFxXv7vbHACgLWxivLYJ6Z5vueV3jurHQ9rM+jGpr6ZHQmtE2wQqlbv//vtRo6Oi7yi0R2Joi0SRGwygpqkdvbsax5jPnDkTFftbDBdZdjPreQUzidorjB8/vuXdd99VqPVqamoClZWVuaFQiAsLC1P6EHJzc+ODHwwGuaWlJQAAM2bMGP7mm2+WTZs2reXRRx/tPX/+/KJU+tGClf3UJ8r+JhPR1bAm4WcYOtizWgPxjHKWa5gT6lU2PAn6krrJbGkBWrRvqWqy3Y5TGMXWq/ee91IFqi5iuS87NnWLUn2dkbpf41WYv7EKMVHjYvQufvnll5b61+vSq4xyZg54H374oXGBDsI3ZfuwaGsNXvxuG/Y2GLs0vffuewCMX49sUM17ibPPPruhtbU18Nhjj/UGgEgkgmuuuWbIhRdeuM+IoU+bNq1x1qxZPQFg6dKl+Rs3biyw029zc3PgoIMOCre1tdGsWbM80XhbMdI/JPv7PwATAfzUC2K8hNJRLlnVqlknRX6Z8i5tHfjhEWk7yrkRp27V3ilvxemt26pn4ChnksjXET3xe2N1+B6bbj2rBTsJf7yaxJdt269wvNPD/PnzHbVvPfmMsxvUWyxIc0SmMPX2CMd3xWtoNd5K9b333gWQDnfb7EEgEMC7775b9vbbb/ccOnTo+OHDh4/Py8uLPfroo+r9SRT4wx/+UFVdXR06+OCDx91xxx2DRo4c2dqzZ0/LHu+33377rqlTp46dPHnymFGjRnnicG5F4r5CzOQWh5jPPcuQeMXNVueu9aj6qqxnlMucz9H6gsf+oGq1LE3eHTMEWixXQLJNXctT3BmRdS1hLFPZcl/+frsOJUawXlJPArflgJaG11L6ZpwmnzHNz2/R1yAbsWBjle41BhCLMdZW1qO0uFuH+bFkEkaOHBn+/PPPy9Tnb7jhhmoIG4sBAEaPHt2+adOmNQBQWFgYe/vtt7cWFhbymjVr8k499dSSUaNGtQNARUXFKkDYvEgqDwD33XdfPB70tttuq7rtttuSHszMmTO1tzx0ACtM/U0I0rn63CS3iOhoJKdv7Zh+4v1ZTj5jQf3uEvF2Y/WTFiiGKUsdkeQIthitkaROyuf39rLksCQrPe2oaY7bL+WkrZWFiDGgSgjDsJT33waXXbS1BkcMt6/tszKckonGy2QnMdO96x22ayssUN8OvWF3A2LMGFucumOdOR2mJQAkO6Iq22CsrKjDlxuqEIkxDhvSwzX6DmQ0NDQEfvSjH40Oh8PEzHj44Ye35efnZ9QS0GiXtjEAxgHoTkTnyS51g+AFn1Uw3E+9o2iwyoAlAi0QWpDrKIFREgTatNLEWpXU3RnUxC07dJRzqTRBOfzVje3ICTpbQZVXN2N4ny6Kc6FgwvLVUe9jVKMj80xtCSzfUatZxogxSpdmzLhK57px/1Yd5ZzCTANw2223Wmrnw1VCHL4eU1+7qx69usQjoyzkQHB+x/fcc6+lcm1iSGlze0KdH4sJUR6Z4ESXiejZs2ds9erV69JNhxGMbOqjAUwH0APAWbK/iQC0v9Asha6Hd6px6hadd5InVusfdG7Q9dwFCljOKGc0sds4L41Fhy+8NHIHq0kw2uXOCG2ih7X8ORtpOy3fegcMkhXmYoWK7pF9OH/1b5EXcebs7NRRLqx6aFaGLBrjeH/ybzWV4f54zW68uihhYtkuanDsIMFoTRZCFtpiyDQssuaemL8Z7/xgaFb2keHQ5QjM/B4z/wrAdGb+lezvBmb+tgNpdAkdJ6n36Zqr6lGA/ZA29wg1jVO3mYCno2P7vahvFFsvSOrK62rGYrWvj1btTjqnjoF3Ald2xnPhFbPCnPp+cx8OqluCMVX2dkq2qrTSG8NP1mint5XU+Vr1Hv1sEz5bJ+QDeeBvD1ik1B62VDVhbaX+Aue7zepIYmsP6uF5G/Hnh58wLcecWFjK3+v2SAzbqs0dH31kLozU77cy898BXEpEl6ivM/MNnlLmMuQTuNXJOfVd2rznUG4yVztpYpPHxp0FiNfqViWMberWa1vsTc/njPXLuUmBk9fRShWpjNbCUD7CAEAcQ31rGA/P24gLJg220LbQglNJXau9PfWtjmLP3X4njbzYF26tSToXl9N1nfucSf5uZxH0kV4YOcpJdoMlHUGI92CNX9rHKSPljC3WKXLN9mWzGXVx47297bRrLS2obl92xk7RiYz9kECH09SkVuCGhKwnqevRpcUYzciwFGcvSdOGYY3C/wTG3vo2AMDKnXWmfgpSPSfe73rjUGlngxVV6KGbbrV2WzL61LfuazJ0jFNDniHRzAnRR3ZBl6kz8xzx/xc6jhzvIP8erE7GTj9fSa2Vekhb5n5sho5yzI5VCB3rnyNj5OqMcmRvgWCpNx2Ve/Ii07LY6bh/y3Vsyer6KB40GEA5AEYwQIjGGOFoDDlBY0fP+JdgJqlr0KDHq+xEb/34xz+2XtgmnIaRad3WuzI7+HHHHWfeBifPb52JuQeDwUmjRo1qkY7fe++9stGjR6eUOrC8vDzn6quvHmJlRzcvYaR+nwODr5WZzzZrnIhOB/AIgCCAZ5j5AdX1PAAvQgiPqwZwETOXi9fuAHAFgCiAG5j5Y1m9IAQNQgUzTzejQ6RY41f8XpJKH35QD2vNaiAubaYa0mZF/W6TJt3rlNzW0N6F+nHqame/JKlX5mDkgDk6Zai2GJdB4QA5Y4JWIZ8/1f1Y7VdfUtfrU0NSd0GtbaXM4MFDgEph8RQKJpi6MDWYt22uNdE6p3W/9rYT/vH06djXIGgW3Hgd5O+1HZYuMGFrWqzjjz/ePmHo+Bz16UReXl5s/fr1a91qz84WrfI6OTmu7mUDwNj7/R9QZpNT/xlCZLz/BnAGgFIAlxBRqarYFQD2M/NIAA8D+JtYtxTAxRBC6k4H8LjYnoQbkTAPWIIio5zapq5RfmjvLo6lRtKT1O2GtHUgtEg7b6K+zTPZpO6dVOtdPf3C1tTvNnpiVi5UXBkve21oCWJuUCG1q2Ujlr61pcuWxXtMLHoTdXXtxBZt6nZgh6nfcfvtCVpc/iy90krNnGk6PWtCK+SxM+Hbb78tOPTQQ8eUlJSUnnLKKQdXVVUFAWDq1Kmjpe1VKysrQ4MGDToEAB599NHeelu0RiIR/OY3vxk8fvz4sSUlJaUPPvhgHwB4//33iyZNmjT6xBNPHDlq1KjxXtyHkff7fOkPwHcA9gOoAfCdeM4MUwGUMfMWZm4HMAvAOaoy5wCQ1PtvAjiJBNHwHACzmLmNmbcCKBPbAxENBvBjAM9YvcnkezMvk8r3ZubQYh0WJPU0hZMm2dRltJ41oRgXTx0SP7ZlU0/xhuxNTHKpKclWYm5vtsESjchy2/tdrzU9ydUIz32z1ZQOBqOuJWzo+BUJt4tlE1NOxf4WrDPwAJfT50QzrFclYCMKtK6uzn7HFmH3nqx+Gg0NjaZltJ57R2XazAS0tbUFxowZUzpmzJjSU0455WAA+OUvfzn8r3/9686NGzeuHTduXMttt9020KydNWvWFL733nubFy9evEF+/p///Gef7t27R1evXr1uxYoV61544YW+69evzwWAtWvXFj7++OPby8vLV3txb1b2U/8xgP8A2AxhLh9ORL9h5o9Mqg4CsEN2vBPAEXplmDlCRHUAeovnv1fVHST+/ieAWwEY7m5DRDMAzACAScUBGKvfddpwyNr1PLhth7RZUr+7w9WF3O/Jbem2btBt36656N7VfJ8DrduzFomrD1sSnY6jnERHytELRt1ZOO+0QX1HOa3Cxl1Y2bWNWdj73QgBqSMizUVMRW0LDhncXbe+W97vsxbvwI9G9bFdD/DWx8K8b3c1BVr34mVGwEyDWv1eXV0dbGhoCP74xz9uBICrrrqq+sILLxxh1o7eFq2ffvppt/Xr1xfOnj27JwA0NDQE165dm5+bm8sTJkxoGjNmjGdb/1nd0OUEZj6emY8DcAIEVXmHg4imA9jLzEvNyjLzU8w8mZnF/eDl6vek0o5pGjMgeW2RsH05nq0d06MHtyX65MWEO6pl6xt4aMOOsw+RTFJPcpTTloPl3tpNbZb3cbAVceGVFlTb+z31zmLMps+rsEsXsT/tF3FdZT027G5Ipk9s10mculad+paw0mnWuFkcdJAzjZMVeGXDLi4utldBx1zoQ0AoFOJoVPjWm5ubFS+w3o5uzEwPPfTQ9vXr169dv3792oqKilXnnXdevVEdt2CFqTcwszzp/RYAyV9fMioADJEdDxbPaZYhohCA7hAc5vTqHg3gbCIqh6DOP5GIXrZAi+JDtvIxCakSzdsd0qtQt7MkSd02Z3VH/T6o7gf0WPeqcTs22zcOU0/f7GBLpalDM0lLFjclI6OQP4dt2lW/azvKOexchk/W7MGmPckq3/1N7XFaxo83Nx/uqU8ONUsordyR1O3iyuuc7QOvhdyQt9kfJcyYMSPp3BNfbkaTTJui6VjoJVEZjt69e0e7desWnTt3blcAePbZZ3tPmzatEQCGDBnStmjRoi4A8Morr/S00t4pp5xS98QTT/Rta2sjAFi5cmVefX19h7wAVjpZQkQfEtEviehyAHMALCai81Q54dVYDGAUEQ0nolwIjm+zVWVmA7hc/H0BgM9Z+HpnA7iYiPLEHeFGAVjEzHcw82BmHia29zkz/8zSnSoc5XQvKWCFBWsmbIk3bIUwDdhSv5vjpx/9GsX/usmVtvTLuiSpO64pwF5SEX069ULaUrH5W00awjCXfKWSqfbv1kS+dV9T0rn/fluOiv1C1FD5VnOnYO3c9Mr/9eD4PkzGec77c5y2nIRuBcmezlUNbVhd4a7dXovm1nBU8YwYWmbIzszWgeeff37rbbfdNrikpKR05cqVBQ888MAuALj99tv3PPvss33Hjh1bum/fPiuboOHmm2/eN2bMmNZDDjlk7KhRo8ZdddVVQ8PhcId4QFkhMB/AHgDHicdVAAog5IFnAG9rVRJt5NcB+BhC3MpzzLyGiO4DsISZZwN4FsBLRFQGwQnvYrHuGiJ6HcBaABEA1zKzdV2nBhQbukA9iWqVdz7+0sTvXLXp8sf1nJj28Rr9Iimr512aEOJj57C5OSus72BomCbW5ZA2WwoEBp792txBrSNC2qwiaBJzXVVVpdS9WYSN9W1yXQujblZi2dJlOGv6WY5pMEIsxnj5+20AgPGD9P0JAGiaJvQgp1mOdhubF1Q3tlkum41obm7+QX3uqKOOalmxYsV69fnDDz+8dePGjXH7+6OPProLMN6iNRgM4rHHHquASjs9ffr0hunTp1t/mA5gytTF/O+OwMwfAvhQde4u2e9WABfq1L0fwP0GbX8J4Esb1MjqWqziNKTNWbUE7CSfcS2hnLKh6ROKNc/Hyxvp30Vb9fQJxcgLBfGWxralunQQsKWqUbEVqXeQq9xVNnUdlpnK4od13kH1+1i2t9HQk1zWoGk/cngV0ga4tzhYXVGHeWv34PoTRyIUDMTvxXQ3uQyRMo22Z1VDKxWsl5BnnNOMhJD9/mh18n4FPrIDVrzfhwO4HsAweXkryWcyFU6TfViFWZy6+UefgniSAuRkdc03fjWsqN9H9TcMUNBEeySG95Zbl7ZTgSp9jvKa25K6jbY+X7/XUjm7G7poORG6dY92NRF6jUgbmbSEo+gaIMuSutZlXbMamZfR7sO8cIyBlvYIvk/akMU9uOH0Kr8TrRDcnoW56BC8e+0Q7F2r4ZiUAvqVNuMn/95hXvDAhBX1+7sQ1ORzAGRtJKOh+l3jy5byf5u3qxEGpuMoZxk2Zhr3QtpSLG8QHmYH0h7PHQIZzVqqeC11tdPxFuzkjqoatqp5Vtd2r9WCO0SZ3dthhx0GVJebtyPSo174mtrUPVr/3nLLLYrjt5ftxPaaZtx0coms70TnMWYs2Filqy7Xo3PrviYM79PFEk1m96qm2TJk7XYrsGQ69pGBsPLkWpn5Uc8p6UB4LQCnuilJ/OvavxVY9SZwyAX6fXnseqG/N03qIW1aDKW9A5m6PKQNqkWfXkibW+MtZwRO3xMtCiPRmG5suWbURwcpg5qapO08yTgSgKVSahOFZ65yhqisrERRUVGcNrNtSWPMtnLLS3j3hwrcfEqJeUELkNOsB2YNjaUTE2WqyEKJ+qKLLhp666237pk0aZIiXOPRRx/tvWTJki4vvvjidiftFhYWHq5l67cLK97vjxDR3UQ0jYgmSn+pdtzhkE+i6ks6VVJOE6uR0AQQYmV1SEvGl//njAgHkDNqU4lUdVku6SqZZWbi0MrXUbTkX5rXmMXbc3Fm27m/Rfc9cywtKxYGwu83lu7UzQLnZJc2y6SYXN+0aaOtdthCm4p6DDz2+SZbjpJW8OqriVBQLXqiMVY4oDEDQTsp6xwgxoxFW2t0F8BymuVQfLJa6zvZOa3wwgMVsVgMUhy6Fbz22mvb1Aw9k2Dl7TsEwFUAHkAi7/s/vCTKC8ilGqv7qTvuK0UPbkXFVuM0mrbWHS7eqHrBw0qxyrV+vMKJWx5E17Wz4sdJaW910sQ6FdRnd5CfwG6DbUU1HeXS8KjCUXNJnVUJbazQGY4yyvYm4uU74t7eWrYTj3+xOX7sVFK3gw27G/BN2T58u3mfq+3Kh2vn/hbdcgcCNmzYkDts2LDx55577rCSkpJxt956a7GUp/3mm28eCAD19fWB448/fuTo0aNLR40aNe7pp5/uCShzwT/yyCO9hw0bNv6QQw4Z++2333aV2j///POHPf/88/GY9sLCwsMBoK6uLjBt2rSS0tLSsSUlJaUvv/xyD7fvzYr6/UIAI8T87VkM1vwpHGp//anGqVudUwy3MY0aD7uduOkZFx2Np17/1iIN4nm9fpPOZD4jN4Zaq6K9oUtK3u862iI31O/MVmjTktQ76rnZM8moJXVT73dbtCQGyk5eA/nzW7S1BhMGd4/H4UuIaai1lW1Yp1IPYVEz0B6JgZlRUWufASt2i4sLIdn+DdvD9u3b85599tmtdXV1NW+88UbPlStXrmNmnHzyySM/+uijrnv27AkNGDAg/OWXX5YBQipZef1t27blPPDAAwOXLl26rlevXtGjjjpq9Pjx4w3tM4WFhbEPPvigrFevXrHKysrQEUccMebSSy+tDbio3bHS0moAPVzrMU0wcpTTLJ/C5B2vy2ypnaRvySWnMzW61Op75BJIQasZ3UYhbR2SYcFlaO6nnvGTnHKRsGmPcfhrOiX1YcOGWSoXl9Rjapu6tXqKcy58O9OnJ3Z2lrf2Tdk+zSiFGHu/TJJL0ZurmvDGEmXIqJxmPfgZ5YDi4uL2k046qWnu3LndFixY0K20tLR03LhxpZs3b85fv359/sSJE1u++uqrbr/97W8HzZ07t2vv3r0VOvoFCxZ0OfLIIxsGDhwYyc/P5/POO880RjEWi9FNN900uKSkpPSEE04o2bt3b+7OnTtd9Uq00lgPAOuJaDEAKSMBM/M5bhLSkUhmotrlnGYPk28t6QzWa3rOQC1K8JRl6vdkJPs/aKvfU8goZ/O8GeRjXt3UhvdXVhr37+FEbrYA6te3H7AbIIsBNAzlVrXmTN2bd27SpEm619S+MYC0GDEwLxj01RaJIi9kvL+8uq0mjY10jGhW0uGtGTLTIeVgZ2bcdNNNlX/4wx+S7BnLli1b+9Zbb3W/8847B3366af1//jHP4w/MhHyfPHRaBRSNrknn3yyV3V1dWjVqlXr8vLyeNCgQYe0tLS46oRhpbG7AZwL4K8AZkJI/zrSTSI6BLIXVi2xpPIua6rfU90gQcEg7ffvBCmHtKmUpVaQWZOIlqSeXMqt8Y4Y2JWtIiTbXObjNXtMy3uZUc4MixYvkno0LCeNr1qNbUal1nU3bu3ee++11Z6ZpG403k/NN0+lq2xL+Q5IkNNsq71OJ6sLOOOMM+pfeumlPnV1dQEA2Lp1a05FRUWovLw8p6ioKHbNNdfU3HLLLbuXL1+uiKc/9thjmxYuXFi0e/fuYFtbG73zzjtxG/rQoUPbly5dWggA//vf/3pEIhECgLq6umCfPn3CeXl5PGfOnKJdu3a5nhDASka5+UR0OIBLIdjXt0LYijWroLQ/Wnt5U8+cymJmMrsfizfqdzswu/ckidUjk0FHQSPbgOt3IR+iRsXmGo5Xf/Ff+xrM03p6taGLnXaMUvMC8nBQtRRpYlPviFfOKlPXVckYNxBxsGm8WXpePWiOZ/Z9tq7gvPPOq1+zZk3+lClTxgCCBP/KK69sXb9+fd4dd9wxOBAIIBQK8eOPP75NXm/o0KHh2267bdeRRx45tqioKCq3p19//fVV06dPHzl69OjSE088sa6goCAGAFdeeWXNGWecMbKkpKR0woQJzcOHD3fdi16XqRNRCYBLxL99AF4DQMx8gttEdAy0nZQAD7zfdfqxDBuqbNvqYB2PKn2HOL00sSZ9ZBuy0KYesPmGeXk71heuVh3mlIsQc0ldywnQW2h9A99srsbmvck71gFC+NuaXcbRLPZg7w4VkQFIvA/Z6AOTKuR52gHgzjvv3HvnnXcqnCTGjRvXdv75569V1120aNEG6feNN95YfeONNyY5Kw0ZMiQizyP/xBNPVABAcXFxZPny5Un55QHtfPROYKR+Xw/gRADTmfkYZv4XgI5IyO0J1J7Ccuh6vzuOU3cp+UzSbxegQ1Qqu48lteVaS+mD7iInpXHSHvuO8L0AdGzqLr1eZnvL9+jRA4AFST2ufmcPlT/WGyspkWWOs1BPj6EDwP7mZBt8KtAbSjnNclSqwh0tuhb5yDIYMfXzAFQC+IKIniaik5DN87VHM4RZmlhHPMAOeTbbD8T0J18Frabe7+oz2a5+V0vqOiFtHvTtiu+FleJpDGkrGSUwGjOjRnx8Wf1GmXnKaZxyYcVyySWXyNpTXnMrRbPbkNOsB82Mctn32frQgC5TZ+Z3mfliAGMAfAHgJgD9iOgJIjq1g+jzBEmOcjoSjNOPNhHRlrqt1LQvuw5uOnY7fclU57ysxsSKV5Bfm0jAURDyNqOWN1COS4C0GUlqcerO62rBLinpDGmTMsoZeb8rvN2h/H5Mvd9t0GLnnvWys2UC9G7DCs11LeFkv4UsXIz7SIbp7MvMTcz8P2Y+C8BgAD8AuM1zyjxEsvrdXaSsyvYyPIzdya0u3WIgFsFx5f/EwGWJJIMaDrkZj2RJ3YOhd3DFCHZd+cy22/QStbW1tnpcs6sOW6qa4semNnWP/L42bkykt01qLwPec637ltOsB610ur6kfmDAVtA7M+8H8JT4l1Wwm3xGrGRexCCjnPq39W/Guirb7rxCMW2mrt6VTvptllGOstfNwhC6+6l3OCXuQVtS79iZ3MymLmHFjjrFsbmknlzgraU7NUo6Z/bqsfLiXXju660osbhlcWVdK0Ip5KT1beoHJjzVkxLR6US0gYjKiOh2jet5RPSaeH0hEQ2TXbtDPL+BiE4Tz+UT0SIiWkFEa4jIRkBm4pWNqmY3vYkt5Q1d3LCVmjoW2SMyYGPjAiv9ak/S1j2cMwbJBlPXJRf1e6fXtVVYZZCyniyc8RrOejRNE6txudZlx7SOQF1LGIvLTROTARCS36TiTZ9sU8+oL9KHQ3jG1IkoCODfAM4AUArgEiIqVRW7AsB+Zh4J4GEAfxPrlgK4GMA4AKcDeFxsrw3Aicx8KIDDAJxOREdaosfA+71bQY5OHWeQ79KmSL1quQXvnM6ItZm63cVBXFLXai8LJ4ck9Tv0bOrOJaPvNuun6XUCu7vhOQiDdg1TpkwBAJCB+Wftrno0t2u/n26+UnbauvvuuxP1VNdaw5mppbr77rutpafupBnldu/eHRwzZkzpmDFjSvv06XNov379JkjHra2tripg5Ju/6OG+++7r19DQ4Bov9lJSnwqgjJm3iJvBzAJwjqrMOQBeEH+/CeAkEmbNcwDMYuY2Zt4KoAzAVBYgxYzkiH+2xUJ1Eo7Dh/TQrJJymlg3PhLTOHV7oFhyWsn4Nc3seMZx6gFNx6fUbtxpQo3UYNH73QPSrI7WoLplKN37voOaYuk0OspVVVUBMH5fDXdvM2lfc694F7B06dIEDaou9jVm5h5XS5cutebky4r/Og0GDBgQXb9+/dr169ev/cUvflF19dVX75GO8/PzO3w4nnzyyf6NjY1ZwdQHAdghO94pntMsw8wRAHUAehvVJaIgES0HsBfAPGZeqNU5Ec0goiVEtAQAztpwG4pahbS9cjVov255+ozLwk1qlpGFtDlCCuF3RfnGbhJBg5A2OawyLy8kda3Ulx0NM18CN2GVIf109W9w2iZnKUD1++mYOWxbeTkAY+93Q7iYUc6Ol/f7779vXijD8P7771uU1MX/xcHrLJK6Fr766qvCKVOmjB43btzYY445ZtS2bdtyAEHSvuKKK4aMHz9+7IgRI8bNnz+/8NRTTz146NCh42+44YaBgLCN6/Dhw8edffbZw0eMGDHu9NNPH6EleV922WUHjR8/fuzIkSPHSdu7/uUvf+m3d+/enOOOO67kiCOOKAGAt99+u9thhx02prS0dOwZZ5wxQkpfaxVZF3vEzFFmPgyCJ/5UIhqvU+4pZp7MzJOlc/2b1onXrPXl2KYep8GptO9hSFvUnqSuX1ZypHOfUeS4uA2hHKePH6B7Tdv7vWNmOR3fRVPYzSjnZZpYM8h3LnQCNyX1tTbs0Gf02Y2cSJNIQ/ZwPSvKLmnI6lrCWF1Rl1X35yaYGTfccMNB77333uY1a9asu/zyy/f9/ve/jwugubm5sdWrV6/71a9+VXXhhReOfPrpp7evX79+zWuvvdZn9+7dQQAoLy/Pv+666/Zu2bJlTVFRUezBBx/sq+5n5syZFatXr163fv36Nd98803RwoULC/70pz/t7devX3j+/PkbFy5cuLGysjL017/+tXjBggUb165du27ixInNf/7zn/vbuR9Xt3xToQLAENnxYPGcVpmdRBQC0B1AtZW6zFxLRF9AsLmvtkJQlATb+Z56a+l2A07V72I9xzY3D9PEBnRs6vrtm1z3QFIPeKR+L8gJ4uZTSvDMVxobZyT5yWmr373QvztVHdumRKOb1rA7IY5mkBYgTjLqB3RMIXLY8RfYVm245XUcvZvK8OphS7B2y4P4uOSerNJTC3OQiXZDvL6lqglbqppw7uFqRWrnQFtbW2DTpk0FJ554YgkAxGIx9O3bN+5lee6559YCwKGHHtoycuTIlqFDh4YBYMiQIW1btmzJ7d27d3TAgAHtp556ahMA/PznP69+9NFH+wFQ7LL0wgsv9Prvf//bJxKJUFVVVc6KFSvyjzjiiBZ5mS+//LLL5s2b86dOnToGAMLhME2aNEk/TaEGvGTqiwGMIqLhEBjyxRA2hZFjNoDLAXwH4AIAnzMzE9FsAP8jopkABgIYBWAREfUFEBYZegGAUyA619mBk40T7CD1ad87Rzmr3u9W70Hb8SlFm3oatO9akrrWa5J+w0ACdhmk1v18us58dzc3MGrkCKB1O5y8G8GAudbEC5t6UbswNl3CSTtyZjSsZJQDktfeXvklZDqYGSNHjmzRy8ku2dkDgQDy8vLigxQIBCDtvqbWyKqP169fn/vYY4/1X7p06bq+fftGzz///GGtra1JKklmxjHHHFM/Z86crU7vxzP1u2gjvw7AxwDWAXidmdcQ0X1EdLZY7FkAvYmoDMAtAG4X664B8DqAtQDmAriWmaMAiiGkrV0JYdEwj5ltGL20NjLRn6atCGVGW686hq2QNntNB9lA/e6AZWnaSMu/sd2OHF45yhmPlVXvd1dJAtBxkno61auFBYIDsJH3ux6IzJcv5fuaTErYR0B0KpU0fNnC8oqLi23Z1CV0Vqael5cXq6mpCX366addAKCtrY2WLFmSb6eNysrKXKn+K6+80uuoo45SSNf79+8PFhQUxHr16hXdsWNH6Msvv+wuXevSpUtUspsff/zxTUuWLOm6evXqPACor68PrFy5Ms8OLZ7a1Jn5Q2YuYeaDmfl+8dxdzDxb/N3KzBcy80hmnsrMW2R17xfrjWbmj8RzK5n5cGaewMzjmfk+72hPJU2sw5k/FgMWPAjUbpNT4qwtHRjZ1DXLm9xKQGuSfmeGpbb1pC+v1O9GSGIbHsSp68Gp4sgNSb2jsHbNKgDeqd/1QuFSAZM0PWaXI9nMmTMtzUHq7++rTdmlkXALgUAAs2bN2nz77bcPHj16dOm4ceNK58+f39VOG8OGDWv917/+1W/EiBHjamtrQ7///e+r5NenTZvWMn78+OaDDz54/E9/+tMRcpX65Zdfvu/0008vOeKII0oGDhwYefLJJ8svvvjiESUlJaWTJ08es2rVKlsLDC/V7xkIe1+lU6nMLk+KU1X5A/D5X1QXXWbqFr2yrDr4OZG8zODUl8EMhhNdUrYwvYiI7LWppzO5SGo29eQvd9S+zxDgMDb0Pd0F6rTBoszjxTvuNZxI6tmYrCdVzJw5M54vd8mSJRvU1+XbrE6fPr1h+vTpDeprGzZsyA2FQnjvvfeSVOby+m+99Va5Fg1//OMf9/7xj3+Mb/t69tlnN5x99tnrHNwOgE7G1O1+nBbZmuX2TKezdmsOPIre7arfDeLUNds3uT8v0sQGPWLqdqC7kY0XcepOmbrN5DPplDTjw+aACEFSV9abfvN1QBtjw+vJZtBwNIacYOpKSBYftpSLIZu8wy0JFplwO7/+9RCsXm2YnMU2xo9vxnPP7TAveGAi60LaUoGW57fRJO04e5jjVHRaj8NlRzmb3u9mE5n9VKXm8Iqn20nf27Fx6s7q2d7QJY2zeJ/ePQE4i1PXfB/2xIBa7fvRy/nuFNkmqU+cNNGa+j0juHr2Y/To0e2bNm1ak246JHQqST1gU6p0zJud1nTAzez2ZdWmbjWs2O6YWkE6Mspp7afeUXCc+111XJQfQkOr/vN1Gg/vBgYPHgRUrXJUN0CkmzdfC5V11kJWzZBYsGaXTf2s6WdZU79nwv1koUR90UUXDb311lv3TJo0SfGiPfroo72XLFnS5cUXX9zupN3CwsLDm5ubf0iVvk4lqevlPdct33G8WYDFbG+p9BUw6ENr5W723XshxQQDhEAsgtFVH3fgzJMc0qYFL3j9zv32zS4AEIkqx75fN2N/mnTO4Zs3bQLg7H0JENDYZs9s5AbUC9ZM4IFW8NRT1jbRzAimngGIxWKI2tjo6rXXXtumZuiZhE7G1JMnFKM52oq0Zrb1qtW+AAA2Fx1OYMTUtWDmxGVnkp46vBcuPeIg03IBIkza9RLO3PgnlOybZ7l9q9AMVdMIaesoWE2GokZENRHlmGg40hmy1NYq5Nhw4ijXHk2TikE1XrF0hg/YQGVlpSVn0+y4G2+wYcOG3GHDho0/99xzh5WUlIy79dZbi8ePHz+2pKSkVErhWl9fHzj++ONHjh49unTUqFHjnn766Z6AcpOWRx55pPewYcPGH3LIIWO//fbbuMf8+eefP+z555/vKR0XFhYeDgB1dXWBadOmlZSWlo4tKSkpffnll3u4fW+dSv3uZEJx1I9Tcc6JpG6zvFWbulX7sx0b6egBRejT1TzkMkCEwnZh+8ku7e6F2Rg+FnVEm56k7gK7P3RI96T9wp1AzWRCJs5h6fR+T3x79mlIF9lJknoWcEFp7wcrU9DqitTfwWzG9u3b85599tmtdXV1NW+88UbPlStXrmNmnHzyySM/+uijrnv27AkNGDAg/OWXX5YBQHV1dVBef9u2bTkPPPDAwKVLl67r1atX9Kijjho9fvx4wxV6YWFh7IMPPijr1atXrLKyMnTEEUeMufTSS2sDLqbG7mSSunWmmYoTiVWeLm352kPa+tWR+t2uTd1tRznrTF1NqV7LwUAiRtgLmz1rSFzJCz5drp4y3AqLG9hduUAKmUjqO2paDK97idwckdk49H5PB9S0ZnpylmNL+qC4ewGKirpmVObDTEVxcXH7SSed1DR37txuCxYs6FZaWlo6bty40s2bN+evX78+f+LEiS1fffVVt9/+9reD5s6d27V3796KyWjBggVdjjzyyIaBAwdG8vPz+bzzzqsx6zMWi9FNN900uKSkpPSEE04o2bt3b+7OnTtdFa59ST2NOGRQd0wd3itxokPU7/Zsk6aOcjZothz7ThRfLMQQNCntBMk31a1tl+LYUz7iUtu5IeWa3Gx3O027NDOm7PwvNvY5BXUFg90hTAOjS0YC1Tvc8343wW4XnOXUQkA0w5k6IIzVLbf8rkMdPbMVhYWFMUDQYN10002Vf/jDH5LUgsuWLVv71ltvdb/zzjsHffrpp/X/+Mc/Kq20HQqFWLLTR6NRhMNhAoAnn3yyV3V1dWjVqlXr8vLyeNCgQYe0tLS4Klx3Mkk9NdvcL6YNRdc85TpI69Nx/DnZkNQLc4OO+gpYTT5jcU94LxZKQSIgysCKdtvOjUaIT3Qa78Gx5Y8qjvWkQzemStckT9XDCTlQ4RWE9+OYlY/hvB9+6w5NOthXVWVeSAdOGNSrixw5ICv7RbbZ1IVx+vLLL71dlB5gOOOMM+pfeumlPlKq1q1bt+ZUVFSEysvLc4qKimLXXHNNzS233LJ7+fLlinj6Y489tmnhwoVFu3fvDra1tdE777wTt6EPHTq0fenSpYUA8L///a+HlCO+rq4u2KdPn3BeXh7PmTOnaNeuXblu30+nktS1UppaffmnHdwbvbvmOc4HD1iwJtpgYL8+ZrgjdSBxFINWLcFPf3cZnnvhU9QVDzEs37OLYBoY0qsQO2qSzUV2mK7VeSYYIPT/ZAXwXiv6918t7NHnIqwsRPRoHdA9Hzv3p6bGdm++VdvU7bccDLcDjzSiaPx24Ci36Erg10cPx3PfbEXNviqgX3bFfKvf7Uzn6UTCuzV//nxcMP3UdJOTNTjvvPPq16xZkz9lypQxgCDBv/LKK1vXr1+fd8cddwwOBAIIhUL8+OOPy/N3Y+jQoeHbbrtt15FHHjm2qKgoKrenX3/99VXTp08fOXr06NITTzyxrqCgIAYAV155Zc0ZZ5wxsqSkpHTChAnNw4cPd92LvlMxdThQ/UmQ+Kc1Kcuqmll1woZqXMqYpXZ+MpNqKBrF+HmvAwAGrVpsytTzQsJ2pSt31uowdRs2dYs8JxAghBqEdz23zvre16b9x39ZYOo6tOYEA7hg0mC8mUKCE7ekKPXixMymroXcViEFdXC1NxE6kuOWRFqmmcCMoKbVTqx8OkBIvFu++t0Y6oQxd955594777xzr7zMuHHj2s4///y16rry1K833nhj9Y033litLjNkyJDIihUr4ukOn3jiiQoAKC4ujujtBudGjDrQ2dTvLkwo6nlT6+NxnDvFQXYQux9vgKMItbcBACI5Bp7oqmbHDeyOow7urVHMi9zvQCwgmhe8mEgtjLN+7ndjplzQXoPciPH2x67lj1ct6Jyo9YOxdndo0QGRoOKPf3tZYJeWkFiwCuNqGt6ZZj4qzAWUEbT4SB86FVO349Sl/n4lL3ArO4g5XiXr0ddSG/85qGcBDhvSw1n7EG3qCbWD5XrBAOGIERpM3Zb3u6o/nTkySIRYSGDqgYh7SUfIhrSon3zGeMyuXnwarlhylqO27cNawhwjBCPeMnUs/A+uXnQqJg0Uvd8dLAINQ/E8TJOnptWMqad7zwKp9xkzrvJk4yEf2YFOxdTtSAn9umlLsVakIaufU1I5PUe5vw2N//zp5CE4YUw/iz1o9BmLIhYUJ9ho6nG4tkLObKjfWQyBCopaBVeRgrRIZM7Y86NmknqKiDJQF4Mb6UNCUXOmrnYOtQNaOxsA0D0iaCidaMuk0E8tBGLe7SymXrCaqd/TsWWwHMK7mfjto3OiUzF1LSlBa0U7trgIhbmqicyGTd3xB+WWp7cB0yKOIRYSGaaBFGz1HuzEHVtuEwCHhMKhNvckycSzNh9nLyfFlO2d77UA/2wE2pXPz4l0FrTAFFMiV6wcjUj92GPqlx1xEHIMHACDUfeZOnEEQ2oXIcDK8d3fbPwupmPPAjlIfAP+vuUcTFt+R1ppMUEsFov5yw6HEMdOV0XVqZi6lve7VUhTUZJNXasfxxnlnKmaTx8/ACeP7Q8AuOJHI3DOnb/RLSvEqUv02ZeaLpw8GBdMSrije+H9HghQPJ1tMOy+etia97uBTV3j/IDuxnnXFW2kOp2tFt6TQLtybJy0G7CZjMg+BKKC4jaxNneLBchYseKF+WDKzhdwwZprMaRuGQCAxXswywKYZp6u0CIN2/V+eokxxuqqqqruPmO3j1gsRlVVVd0BrNYr46n3OxGdDuARAEEAzzDzA6rreQBeBDAJQDWAi5i5XLx2B4ArIIhVNzDzx0Q0RCzfHwJHeoqZH7FMjwtOXW7EGA/tXYht1c0Y0ber8oJBnPqknS9hTX9tW+3Y4m7YLssfPmLRfN12ciNNyI2J6mEHaujBPZVbH9sZU6sSaoAAEvN9B9vdk8Tiqkm9+2aOF7K7oUtBjvUkOSm/QSL51ObC2FjIjeCGJzXF/7f3DQp7qatOyk54Ian3bt4KAOjavsdWvXRlvss2RCKRK3fv3v3M7t27x6OTCZYuIAZgdSQSuVKvgGdMnYiCAP4N4BQAOwEsJqLZzCwPEbgCwH5mHklEFwP4G4CLiKgUwMUAxgEYCOBTIioBEAHwO2ZeRkRFAJYS0TxVm/rQmsxtfoepxKlL6FuUh/MmagRfG2gSjt32KAY2rATwnmO6AODobf8BaoSJkAycjCxL1Ta0H1YlGSICicwm4KL6XYKe41WX9io05fUTadClLmVJO2UmSQAYCLQk/A2chLMB2hv8jC3uhqG9CzF39W6nFCYhoUG3t5AkzRqJMwErTJ0Zuc1NaO/S1bysrHW7MfVO1O+9u+aiutGdd1yKU890TJo0aS+As9NNx4EKL1dJUwGUMfMWZm4HMAvAOaoy5wB4Qfz9JoCTSJjxzgEwi5nbmHkrgDIAU5m5kpmXAQAzNwBYB2CQVYJSySOuF6euNT87V78b05cfMVb/WcLOKLBcZOouhBcdNrib5bJWbb4BGVPvsXSba2FQZtLijCU/xuDaJWIZHfW77LQmI53VDDxp4iiX6swbdw1IvC+FeSFn3u8aJp+cIGFsceK5pkSuSFRA0rs7eJbqRZh8IRmyoH6f/PrTuPbcSehSvde0rF4/VuCEqQ/pVWheyCLIhQWnj+yHl0x9EIAdsuOdSGbA8TLMHAFQB6C3lbpENAzA4QAWanVORDOIaAkRLYmfS4E5JELazMs630/d2KbuSuKO+QnpTiGl7duHwF57kx4ADO5hvuuaBMvJZ0iZzjbU6u5GJMeUPaR7rVfLNgAG6nckGL58V7T4xjcbIsBuY2bg1rwbiCSeX4+CHEeOclZs6nZ41YTB3bUvVESBe+uRt9v+wjR5q53E+F5wWD8M7W3MGEd99TEAoOs+i5oHyQQDez4uThbzOYEAji3pa7n8xKE9Da/7TN1HVtoziKgrgLcA3MTMminHmPkpZp7MzJPj9VywqVuZOB3HiJo4nbmdYlMR0tavH0YfNipxzers4GBnOQl6O8AFiOI2dQDIazaWfO1i9N6P9GmKT+jakI+LkVe2EVKeeKVhky98gs6kNNJYSKrbsWMu0PUtWCdoh4pWVFhuKw71triy76ArWXj/pGdqOZGRqF2Q+rF4/04kdatVpLC+QT0KcPr4AZpliJBVyX18eAMvmXoFAHkO0sHiOc0yRBQC0B2Cw5xuXSLKgcDQX2Hmt+0QlApTlL4VN2zqujBlkO5+sIGobEJ3OhnojWlt8oYaViUZIqUWIbepwRFpyQ3bKGpQVrrm1I4tMcm8xnrkNmkvWA4b0gOjBxQZNyRj6k7t9EZ+FYm27TSoUzlPZJSt9h3b1ElfFIvziHl70ja+dr9/2zZ1k4EKhNuRX79f1Ym1tovyEvuky00jiqZI1EbeXw98kL5tdn2kF14y9cUARhHRcCLKheD4NltVZjaAy8XfFwD4nAUD2mwAFxNRHhENBzAKwCLR3v4sgHXMPNMqITUFwwBoS+pm39SPRvUxvK4llTsObTGZROxkxLMCV8KZOArsiACtqkXBPw9JKmpd/U4KZpPb3JQKhQ6hH9ImQa5+d9LyNedNwTXnTdYsEwgQik3C5OTaDILDkDYNSV29vrPH041LO/k0uqh3RpR/JxZCHiXti9HCdWCPxFhLIWx2NXtm43/OfVfjtxccqaxj0w5utDAW4tQjgjvxEu+S8vjIbHjG1EUb+XUAPobg0PY6M68hovuISPJ8fBZAbyIqA3ALgNvFumsAvA5gLYC5AK5l5iiAowH8HMCJRLRc/DvTjJZwsAARynUkqcfng/ixlS/QG0c5I9Q02feglZi61i1ZvoP2duC5ZuClJqAqCjS44FGvYupuqd8tmU7Eid8opC0iqnHl6nc7ig75O6Tn56Ht9S11Jv4vG6MAkaX7U8PqVrxWMWFwdxwySG5XV9NkTyNUmBvCKaX9FecUzDZszrwKIzUAgPx2fXt+gSLZlKhViEaAr9sQrLOW1dBsbhi28BuhnEy7YFcAMCpOpL3wv/mUEnud+MhqeBqnzswfAvhQde4u2e9WABfq1L0fwP2qc1/DIcdkIvRt2oj8cC1ac3qY0O2khwScb+hi7JjDBmuwiN7kbJRdTlS/m0mEhpAmqF0x4PEm4encpa0etKp+F+LUE5NTqDV5dzivoWtTByEaFcY0qPaatLho1Gt74tCeWLZNUM9aMvPIFoHyFKF2YMWmbgc5wQBOLu2PVRV1ysYcfFOHDOqOgtxkG71icR5pB/SzyAIACsMCU+/Svk+3jNzDniXzSnkT8FkbelZvsLQtrdXvvqhhN+p7CtZFu2YTQ7MQUkuw5ePAQFY6yjkBI4hhtd/j0hWXmxdWQPiKpI/ekpzu9oYu0mWDdnV5t8FH3q1lN44Y0QvnHGY5KjAZURVTkNORtC2stSaJlLbeUJs7+d/tPBa9Z0gEhEXa5JJ617yQZfOIHh3dZTnOCYmkKyP7ddW2o0bkkrqlrpPgdkY5N72v83Wc7pKYukcItIihn+3WxsjqojWvJaF5sjtehup3Aojteez7OPDQeZi6+DF0b9ulOK81ectPJavf9cvGzzklcucS8zJG0ODsRiaHns3bMKBbvubkaXmyMdpFTSUFWl3sRGNKT+VQu729vlPZ8EZ60kaUSht7yL2dpx3cG6ePM/a/kKA3MculRXmRovwQTh6bfE+kcpRz8t65HVGh0YO6Q8s19aIjFNqFdgtMXXJytWlqCFDMVj2r30xQtomO1cWYeizGFms5UZIvqfvoPExdLkUdve3fGFE9X7dsqur3vQ0OJMvqzcDmBcBjjcBGPTuh/gwQY2gSrpUxLN5a1IUJwMhRScz2lZdj7zULSJK6KLiG2ux58uqrzjXQEAOqk8fIaIIe3LMAuaEAJg/tFT8XCgQwuq8sXtrgJcoLaY+HPBGJqB8SaSFtpzy1Td2Jo5xa05IikkhQJ2sCUNS2O6Xd1RTOfZa25hXH0fL7LjrKieFyVkPhrErqoah8ftDRCHEUU3Y8j6LWSuV5sfjIfslMnQgIWNh1z8eBjU7D1OW7UU3d+V+cs/73lurFPzlpta/6CLViU3Xt20aItAJNDFTHgNnakmluSD+/ODNrpsw0lDK0Jiu7tH92n0H7Aj2XTR2qiK09aWw/nDCmny7f69klFwVBALnC2HZtrrJMTl5OwF688L8bgcfk3vWSpK6vfi/MDeHaE0Ymb+Iit3GrFlO5Mkaeo+M1HyRKJBexYlOXqc6FW06/o5wuOPHjyiVn4SdrbzKvovN+KJm6dUndaIGrLC5zlAO0vxMNWI7usOAoN6juBxyz6d84Yuezqj6MvN+BoIUQPx8HNjoNU9dLEWt3GlR/U5oMxImkH4sk6rVrN9CnSN+hjQEEVVJXbqQReRGDGG+NycrqxJdow+CaSE/3whyFTXjC4B44bEgP3WoEIMQM5ArHea3WvN/7FuXhmuNHWiobh0qpQnHpWI82fWYvZ+pqW7X8PcnVkdTlubslm/qQ2kUYvO4ZYM+a5PIxbXW9HdjZZc9Se0mEaHu/D61bZNrWlGG9NM8rxtaC97sEK9vMCpCYutSPu5K6fBMaPSbdrXIH8EADiucv1aZQy+xHBLJpqvJx4KHTMHWnkD461rG1an1cUtIQikYx4f1XEWy3oI6PRoCIJFLoUqNbnRlJKs1rF56AM9f/UbeOllpRkuxzrcZgG853zuwYRCRoDEICl8tpc8f73ZAacSwkM41RSJt+G4lFlVqtLa+mz9QTKnQigaQL1lyLg394AHj5/KTyeXXbcOM3R6J7yw5FXTsI2DTB9F+/Eqc89P/sa3Sk/mzEfmt5vgOqndksSKbxMEWbO7pJmhCrw2pVQRSIhNG7a65h20UVgtq9cKWQujme/ArK/5Patql+lztn+jgw4DP1FKGVRapXF+GDPeTD13DSo/fg0Nn/M28o2o54qmm92cHI+x2c7Mm8LYLBO5bp1tGyMVI0igmDu1tPrGI0Rzt02iEAiDI4QEAIyLEY0pawN3bFoB4F9joVh47iTN1AIteDTOoNGNh6k9Tvsth4SRNAUG1kojGWXWrWI4AoRu/7RMxJbx+aIW0GLV16w4UY//FbKGys1m4v6YTS09SVVM1ybVK43XwxI/YdtOjpH1e/xxe9VtXvFm3qkXb06SrsmRDQc3BUtaV21NV08IW1/eXHDZRt1uNitIKPzIDP1AEg3IK8cJ3mJemd10sTq6Vykz64oiphA4nD++bigkkaW63KEQvHGYv+nKr/BRbkBBU29W67dwL/bRZix/Va05jkAtGIvQ/daL5LxRM3GgUHAkAOIUd0lNOTcOPdibTk5wTNx1sNkbfFJXWdYoY+5gpJXSkVysc0QFAYjEmjTyJSWke0chjIhlf+HkpSoBXIbeoH91NuTVqUr5/GoqBVh6knc3XhP2nh4oINXyGpR8Omjq1xk4qBqUHRhnQPGqSqE+Eo+7EGOeO1+q0lJHVlhWF9CuOmHSKlvV4P8gVBfYsfAnegwWfqAPD8mbhm0cnKc7EoMPcO5NduAiD/6JUfVYBjyNHJeBYTk5N0ywmYb7EYDSds3HqTlMEMMLa4m8Jm+OtfnWTcH7SdpALRsL3MZF5I6gQgxogFg4KkbtP73REiqanf1Tb1oJqpy8Y0QKRQz4fCrWIbCRU6MyvDmMIattI41ycFU++Wn4N+3aztnqdIYKO6dtkRQ/GLaUM16+XYjQ8XXwWrPhtGzE7RhhXvd/Hjte3pr2Ge6pavr6626qCplZpXDZYy4IjvQHyXSElSj5dL1CEQKGJu6pNTqc6r7yP74TN1ANiloaKuXAF8/zgGffP/DKsW3Po7XPeTSfHsbHJwUJR0rKj9ouGU9msRwlkSNFjavEpD/R6Khu3pcY0mBWny3VcGvPlrwMKEA4gMMBYDB4JAiCzHqaekSpQ25IpLzQ4akzvKqZienLZggBCQOXiFxHEJkHLoFUMb1Ri7+BqQMLa4SCGBWZ2rjSTngtwgenfVXhzkhLU1QLoqaGl8XZDUFUzRiqOcTe/3+FOIb9JmzSGxpH9RUvz4oJ7JZqCgwvtdu8G4Y6/k05NYvynoUDB1AgIW4vZ9lfuBjU7P1EljFmUgzoAkSSa/aSdQtSHpg8h55WUAQEF9bVLbQcm1ut7CPuWxcELq1ZuRSf9xUXUNcm2mUy1o34/+7/8CaEtoGgRJ3QZyDHYSkyT1j/4ArH4LKP9Ks9hIldoXBCAaQywQBHKAkBVHQ6SYX0Ca+M0kdZ3qBFLY1EMGkiyRMlIhLqnLWk9KO2Cgfj9qZJ8k5mt1KAKqVLNWEbKwkYqiUYlHuZDBTimpW2Hqkupfu++D9LRo8e9R1reJND56gDLzn9b2vErvd+12JFqV8rrc50K7olpDpAUn+777yB50aqY+pHYRzps9Ln4cismYh8iQJMntmA9OBP49NflTKhBW4nmNydu6d28Vd5ot/8aYkOYa4KuZ5jOxwceYO6AffnzXjSYNKNG1tQpd1swDtn8fPxeIhu2luTWapBt2C9Jrnsj4W5VjJDGt/t00QvXi6ndC0ErWsFQhqYdhYlM3GhoZIw8aqFgDpC2pk8zbjdmCalSiOYVJ2mlIW9Ci1iUOKbrAore9mmn1at6Cw3f9T2xDHqceNl2MSIJ2UIepnz9psCpjm/hbIlXtD6HXj8Y1rUcYjLSbbuWccLQUBQ2djYYUrgAEkJXFls/TD2h4uqFLpmPcHuVOsEFuRwT5ove18HHEvYNXh4F3WhCYrpKGRaYWiETwk8MHKVbm0YBofzOzoc27UzABaEgGSuh8ja2CpNejYodxP2qsjQBrG4HDlsdPqWPdTWFk03zuVOCo6xMaBh0bu2bq3WgMHMoFcmDK1INtrTjjgd9j49W3AEcO1WzTFKqQNrvOikQAwglGp/ZCli+UgkQKFayeJsJU2jZ0UrQYWy1blNkxOViRCAU6xGceV787W0RcsuJXyI01Y3nxRfYzysVD2qy92/Gd8zS8380WUGxh3BVmMpDmIlq9KEwKaZP5XkgI1e9AIGzuf2LlKZf0N9DA+chodGpJPRxUqt1CMWEiZiCe4jT+QX/SCsSAgsoKZSMSU49G0KtLLgb3NHGI04Ik9TiV1FPd8GTpqvjPYLTd3kLebFJd9SbsigYEADEGB4KIhQIItgvPYrCGfRIADlr+PUZ9Mw+HPfF3W/0oII59UWslurbtMU4yowcZc1Z7ISs925XXQxFhUSbfPpXBmHhQD2Oa45JkCpK63LlPZzaQXku55/egQv3shsrKSqaeG3aWcyA30gSEGcFYWKnCj0Ysm12sZM8b2CMfhTkQHCelhYjsutFQW9VwDbQwduqQyISkrh3q1qt5KwY8PxV9trxv2rYVOvvYiKDwkVno1Ex93F6VpC5Xv0tJHKQZQxyp/P27lY20Cg5DRnHJuqjdAXwsSw5jmo5S52NMVT0ts8UHohGUDuymXW7WZUp6mc2TkERaTZmO5tVYDBwIgHODCLSHMah7PqZ/8j/MGKshQYjPKBizMA7r5mifF29jdPWnuGrJdAc2dSieQ9AgCQgRIShTkya832VDxUCRgae1QLPKeypeVW8rFA1aZO+cphlEBvn14gLgnLU3Y+j+70xoFBmw9JpY9JNLGv8PW4G/NiAUbVHa1C04ysWTz1jwOj9ieG+MmL8BuL8BaLYvqSf5Nmg8iGHdc5K82ZNoVpm1pGbi3u+yesxA17Y9AIDuFSamPh8HPDoFU9ebHIMqe2Io1o6ezeU4860xQOVy8azyq8xt2Q9AiA8d3qcLSFSzhozUXnrzwMd3AN89Bmz7TtmV3ZA2G6kyNSFTi19y+IB4YowkrH9foFdCLGKu5m3ZDzTssUVOQEynFgsEwDkCUz+trQLB225FlxlXJJXPYWFR0r1uk3njr/0s8VuR3EVZzJHsK1O5T+if0CqM7Nc1Kb5ZbpPOs5MFTJPmxLlxe95D732LbXi/O1OHh+p2YcT+r3He2hs0r5cO7CaocFWSutMID14mbg7UXKdUv1vJq2DB+10xXnNEzVVTMrGGW59CyNB28yklxvSEw6Y2dbUZrEuuYCmVHPW65gnH8SRLUkNywcAPV+uU8JSpE9HpRLSBiMqI6HaN63lE9Jp4fSERDZNdu0M8v4GITpOdf46I9hLRaqt0FOqkm1QjGGvH6H3zhIOVrwn9JeKGAAC5TQJTH9GnK35y+KCEWrG9GaHtX8WdwW48aZT57k7SRyeFB8mkmAXbIkCvEaoKHjF1ebNhHVV+m0YO+VhEW/JSTybbvhb+17HDaib0iTHy8kKI5YQQiEQToVBVVeiSl3ieh1a+jt6NWwAA+S012rTrkKXYDkB1H/oZ5QzOy8wgJT0TC6OzDh2oXChF2pEjG+chXYQ25dnFdN8chUe8+P/yV4Hv/wMAOLXsLzj2m1/q1VbguNF9lVuvmtic5Y58wZY6w7KnjRuAH08olknqJjkYjFCzBSR6/xQ27leq0W3Fqesz9UMGdQcA9CnKS3wPES2mboniRNdaJ8Nh2XmdkDbVs5h+aDFOGzcgHiffozAXvzxqGKaN6C12pHLuA0A6+134OLDhGVMnoiCAfwM4A0ApgEuIqFRV7AoA+5l5JICHAfxNrFsK4GIA4wCcDuBxsT0A+K94znUEuR0BlhiP5IkifiXiN5PTvF9+GP/Ru6EMXV49F/j+cQDCijouGehNZEFRgyBK/3JJPRIDUKjan1uLoVQsA5oNNm2xAvke13res60ak7geU9dTsVqUSKXkM3m5OYjlhhBojwAhcVYPJ5Lj5DfV4sTvH8CR24SdrJQbnFiYfeVznkVJXX3+opVX4NLlvxDOyxdERqFWf+mLo7f8O344oW8+rj7uYAQDhJDoaBlRLwgHHCL8Lx9b6fe+DcDc2xQOmVYctpiB7vJtcSVNg4Who3aLCYHUkrrsvq777hjTTI6IRYFHD4/PVH1yopg4SBYCacPsNfbFd3XNRaP6F+HmU0riEjAAQHyEJBtLo5A2s1cu3kokouvNDgAj932OQfsTuTN6NW9BYcO2JLNYzy65cXqCLO0ol7ieyt7qtiJgfGQUvJTUpwIoY+YtzNwOYBaAc1RlzgHwgvj7TQAnkfA2nQNgFjO3MfNWAGVie2DmBQCMRTKHiIegAUC7ID0TIExM4hcZaq5NlOGEM01hm0jS1kQstunWjQGVWUCR9hOKuGdIdMjR1gg8fQLw1tXa7VuFvF09ZqSZ0SyivWDRExB0mbpyApGYOoIBxHJzQOEoSKIrFkOX1kr0adqEn998DvBEU3zyRRTAjkWic54FyCUx1TOymlFuYMNK9G9aJ3q/y8ZO/N1913ZhISLWC0VbgN1RDKlYEi8aaG+Nb14iTaZJ4Wy7VwmaG6OFiO29tBmDihLvoDphjiYkm26b7H0wWkCwyqYuK5oTa8Pg+h/ix2cdOjC5fnO1ol5upB395Y5mkWRHuaT0trICeU02FsBhsV7Umk1dy7lSsbiSLpuEnZ214Tb0aEnMRZf/cBHwr4lA0z7dOsFwK7BVtchOJU2zj6yFl0x9EAB5jNVO8ZxmGWaOAKgD0NtiXUMQ0QwiWkJES6qqrO3HfebGO3HEzueFg2g78Hgjcr/YjeMO7h4vk9Ncj1C0FQd9eTPwyZ/i5/Pr64GnG4F1iQ8v7uyix9TbVellZZL68cceq8hQJrQTFRYb3zwiqEolO/7O5ZbuTxfyxcOrlwEbP070J0k2EZlkJjH4qF1JXblgiLt5tbUhT5a8h0DCRBoKIZaTg0AkBmoVpeBQCCes/SN+vvxSdC0XnRb3S9IgA2/PAN66QlfVr6RHn2ZJeTGp4iWM2vcpejdvRrfWXQn+sHs18PXDifJECu93hNuR29SAX//yFOC3v42fzom2AE82Aa/LxlOWBldiGpINVYGaLQoGk7QQkWWds6zllkmuAasJZaCU1BUOpoCQd+GdqwWTjfQOy3cxjXD8PkKxxOKgr8xEEeedktlHvKH8mmqldK5SU1993MHoptp5TM5qh+TaiOOWFBcxOVM3ry5HcXdZxIZUt6oGx10zHd1qtiMS1XlSGjHyqNDfnGnUnLnAi81AmWz/gRS21bWi6fGRmThgHeWY+SlmnszMk/v27Wut0s4IUC5+FJE2oCoGem8nJvbNiU8qeY1VOKhuEXptfhuY9c941R6by4FdMeDTbfFzppJ6S63yWMZYdu/elbzS5hjw5QPAvLuANe8kJN9UF+Ry6TwG4N1rBKb4yGHAS6JyRe4IKKni9SR1vfvVkSQPnvEzXHPBEfHjgEJSF5hbcOd68WIAxbU/KBuokal4928VftdZiNmX8wMVyV1ePx9FrZU4tvxRTN9wB37xw8W4YqlM0fSfo4FP71G1J5fU25HbLPpKvPlmnEnltiQnKYIsDe4hg7rjmFF99MPZtNTvIuSSutmcHIy2oueWOYrkQd0/nI2p/3sCgdYWoFkn9EyS1GVMPTeqKvv1TGDFq8DSF2SSuszme3+DwIB02lZA5bE+9Xe/BxplKWojSkc5IiS/k7Lj3hGN8deDJKnHGBet/DXO2PBHQ0ldK+bgqIN7y4gT/3/qHfT4bjlOe/NPCv8QBcRnWxCRmSfa9bUMBdWipnCvLFWx3ZwTPg4IeMnUKwAMkR0PFs9pliGiEIDuAKot1nUfzzYDL4iTjTxj1g03xSeGwpoyRCWvnR9kscaSPbUhUS+nRZz49Fbjki1dgjQTM7B1c5k2U5fUkYueBB6fZty+VWz+NvE7Jvbz1UNA3XZg6wLhvJypt9Un/tdi4BYldQnd538m/JAcmoiE38EQCmPC/eYueFQoE5JJsNIk2aSy2wLA/m1QI2/tG8oTCvW78lJo2wJMrngxqQ0GgJqtmvehUKtG2hNbxjIDDbsxomYB8rX8H9raBQfLpn0IBghThvXS3/rWSP0u06aYvRHHbHscI+bfAFRtjJ876I5bcfR//4mjjjsc6NoV2F8uZjqUDY7kSR5uFzQkzMiNqvPAiw8m2qbv/b5dzNwn361Oi19Gw8DacMLEAgA7ZeNv4Px2+EE9AGaFM2BOqx2mLtHMGNiwCmP2faKgsbi7cQggAAQ+fw+/+c3RyJU/d/GbGZDbgsE9C3VCOqW+AVRFBdV6W6NWSaEfqYLswdvdW12OrvtWOK7rI73wkqkvBjCKiIYTUS4Ex7fZqjKzAVwu/r4AwOcs6H1mA7hY9I4fDmAUgEUe0poMObP65ruETa9xbyKdrGz0cppVDPz77zHkCzH9ql4st5qpyz1XCcnq97Z2ICCu7HcuBtrqkuo5QqtsAcNi53LGFYsJ8ebx8uLE+PiROpK67HdtDHiqEaiOCvntDRBsl6VLjTIQDCIUFCam4B6RSQeDwOaIkOFPyo9RKWMckp9CbTJT7/bRtcoTBgwSMHA0evxI7fMK9XsY+c3i88nJQc4bP8c5636Hgrb9yfW2lAMPjQEePFi7XT2aVeQF2pQMa0TNAlyw6jdJu4IFo63o2i6apDQ0Bzl1+4WFyNw7gM/uRZ+6VUllgturgEcbgW/blemV1YipmLpau6DjBx531IqGgTdUTnn7KhO/VY5ycg/90W01uO6zi4D9iT5CZjb1ltrE5jmipK5UvyeotORL9qufo3DrPoxc/2mSJiJk5OQnH6cnmwTNRqM+7aThlGt1/3g1BtcuwbgPz3VU10f64RlTF23k1wH4GMA6AK8z8xoiuo+IzhaLPQugNxGVAbgFwO1i3TUAXgewFsBcANcyC3o8InoVwHcARhPRTiJKDlzWwu82oPXEP1sjPspK1WxrbfxnIBxFr+Zy4SAv8ZX2qhWZoJTb+lu59KsjN7XWAk9EgM9Ehjnu/EQ/REpb9+YIcPU8YIMq+Q2g75hmFWqJlQJAk2wTmrY6lfq9FtizRpDCzGzq37ULTHdVRFP9Lk+yIUm2gnMigFAQmwecKPYpiYgB4OVm4K0WIFccfylJSIwTEQW12+PtSuFKxved/IwCnDzpMrNygfNlG/B8k8AEW2STbjiMsTvF7F4UAYnmgG7Nu5LpeOAZ4BsNZg8Au6LA+y2ykCV97UJQ5qORGwrg5LL7MaR+GXq3V+DMQ4rj1274/kcoqf5UODByjlv9AbA3irxwMuMPVNYKP77XYuoijfW7gL1rlLSqwsQS0SY6HtctGmr6utrEbxXjotZ6HLTzA4AZxYeORc7flRJnjio0M6nLFbMSv206yhkhJ6JxH3rzQm0sYVJiJL7vzfomJa1IG6MESEbo0brTUT0fmQFPc78z84cAPlSdu0v2uxXAhTp17wdwv8b5SxwRUzQA+X2GWivbxkrJjcOJyWhfFGMrxMlanqNFmuelD1U+2Wg5IIVbBAepvc3AXgBftwN/GRu/XDJqJHDYpcAndwtcbqvIYFZsB0aq2kpV/b5EblNnAKT0tG2tUzKytvqEXd1IUt8eARbJMvNtmAuUfQr88kMgXwjPuemMRJRjUJJcYlGhjWAQmwadjoPxYWJ868oT/ajf3igAKQ3pVw/h5P6b0b9xLXoPvhuHHnkKoE62ZSD1WsZ8kaGtfA348sHE+Ug7ujWKC7AAxblHvla8PwBU6qzM/tcsJEE5Pg/oSiqalYPfY+HfgGcagUEhnHPbAOR+IVzPi9Rh9IAi5AQJ32+RBY7sjABNBoEkC9uBz9rQY/R6oPQIxSVqFZ9rI8fTKycuirLC8leTaVWtk+RZADXZZbOGyrleZmcW7cY9KsrRd/N6BMM7ceTyJ7Fj/H80b6moah1ODKzCFyP+ACYNe7bCIVT8X8OBXfhtgcGLPiEFTXXJN6jn+PCI7J43ywZsv3b4H4MTkrrsPQ5a2Oyma9VuNPYdYFzIR1bhgHWU00TQIJ+x/ANbEwFa5F8yJSaj1RH0fnSt8Fs+wbYl7OHCNdnF+r0J27SEhkqlnRAAvk/sllZYkA8ccR3w5wbg0zbj2GE3I1eWhIHmmOBTIKmy181Rmgpa6xL28RqNzqVFRoVsDKpjQNU6ITSrbgdQvRljHrlDUW3IcslcERGl7iAieaLdslbsJyyb8NRdq44P2fMu+jVtRPCTP6JvkbgC+3sDMKsZ2BMFlsiYkcb8ShoDq7t8+uEVZf9y9bvMZTpPriLXSdyHSHuyyUbSRuyXnVetA/IrFwMVMWBRO7oFowjmCmOXF64HmDGi8QdMGy5qLdaGBR+S5QYmEdFptKhCMGUoXsG2RL0gi5sfSQUkpp4r2wdBR1I/futD6Nu4QVE/v35/4nvUktS3yjIU7lqJyUv+gEuuvxDT/3IjaOsW4ItWFLZph38NXf8yDt39Fno3b9a8rjB5SXv7KPIfaFfThegbkduqsZiLMrB7N3q+9jLG7v0AAS3zlPw10BoLEXFPd7lWIRo21CyMnfcurrrsOAxYt1zZZaBT7/OV9ehcTF0dFy6H/Hv6sBWYJVuxx1SS+74Y8FijIF1LkJg6NCT1GAvbr3IMR5c/hsLajcCOxUC7ikVIucMZWLdmNdAkOiB9a8x8XE0ctTEC/G+3IJkX9hLOffInYK4sIWBrfUKi+UzDnqplP10TAVaKgxxuBf41EUOeel5R7Yy//QG/PWZoIqlNKISIyJiwQVxV5cg4YZ1qMPTGYX954ncLC2090yLQJOG1FkHdWi9zqoomx+b3lxYHlVHgC9n1SFR5v/uq0f/lpcLvAMeZVJ7cgzlfNuHGHaMY+Etf4IObleel9/O1luQ68WPZeIRbgJC4LXC4ToiWeGE6hm8VMiWiSqy8T/xfax4XzUuFNckhodQq35BGoGlY7ULg03sFpt4YAygo3E+YE89GLalzFJes/CUG9sgHgRAIt+O3FxyJE/8uvm/qvRYAYJFMDf1xFYbMmIV8cetjeuZ7YEE7+q5cp3FDif6TPPYlBILJs6LC10Xuaq/dBAB0aduLrm27BR8QAHmtTcnPq7UNOLoUB/3hepy+7C4cvmtWckNyNGvkipBIkRaBsnlM7v3epXovLr32PHSvTIzd4JWCm1KfcmV65TF7PgRWpZil0kfa0LmYusSkNNDEPZUnqmVfYFiDW0jXQ+KXLTF1qZpcrckAom3Iry3D1IoXMHTlP4Ed3wPcRdmmzKmo2/aIfliRGm7nmKgV7d8FPbWvN1cDc27UVx/+p0kIrVHTtU2cZBY+ATRoE53/218kQuXkkrqElmp9uttE5hllgeHKtS3MAMuTlmj0/0Iz8HBj/L5yok3AnBbgzea4WaLrO68DX7UJ0v4Cubc7A7vl8f5vIhCW7KIJOnLluQm6yLiCVEaS5Jf+V/hfkrzCnDze6tdSfhxpAba1A0vbkRepA2pEyVSycavXt1pMXfRZyK/eB+Ious6ZEV9UUluis9w2YfH5k9XXCeFsW3cCDzUC39YCn7QBf21ILGAjqmcCIRvaRb3KkP/QSBTVC05wYz9+W8jJMOcPGoTpg9YLQTK5TWqPfCj6z4nqZMSjZKZOBpsWjVw4F/3K1iC3sR7B7Wvj5y9e+Wv8bPnP4pJ6TmtT8oK8ZhewS9SAzWxEz81bdPsBADTr0CynMZzoJCfcjB4tgm/JqAVz0X/TGkx645n49WiOoLkMhtsxZoCwUVLXtj0Yuuw74G2LGQN9ZBw6F1PvPlj30o6Cifr1wgZeqlJaSWl+b2sBvv0XsFgmhcYAVG3EIe8JKey77l8HbJoH9ByraEqekWz4R23Ahg3J/Wl5ZJvZ1E/T0/PqoDkK1DQBBepFEAH53YEdC4VDo8XEd+1Anqq+tABa9QYwUyc854XXEzb1UA6ieSrazcwQbQC2RgWGO1cm2bQ3AY0m0odkLni6CVgVRm6sBVgWFiT6PzcANVHg0p8Bn7fJdvAS8XWFwMAk7JU5GkZbge/3AG82I18eltRN9vmtigBvNCdnDZN4Z5iBd1WSmvq5y1/TcAvoxS3A+60Y+P0SQbvSEANumiWESM1TaViCGgMrqubzavbjl8suQN6Gd+OXqC2xoMlTh+ltFp0U1zYA34vlpAWWfOEhN8U/dDPo/5Xj4DVfJM417UuS7E0hDlEoouORvzkKRBg5MRnTki+W1s1J1rGr3vPRVXNRRC04+auLcNadN+Kya87DFdedjH4TJgtmtkgburXvEWLMRUk9t60ZpP5e1oYTviIA+n2eHGWgvDd9ST2ufpe94ueuuQm/WHIeEA3HowxiwZx4YpmYSBtFoxhTLPi45EabFQsDH9mHzsXUc7tqn48xchsMpOI2A2aQF1IymggL6upWmaQQA7Dhg/hhfuMOwa7cfbSyrfnzlcfr1yf3V1OefM5M/W43DVZjFPjrzmTNRigfKCoGtou7yhlNuFEA7apZzHRrWalcJO4o1xpSMXWzrCpNMWDClcJv+eTUUpPMiPVQGQM+bMGgAtXAfi3P7a6qs0PF2BQObWHQ2w3Amgjya2S+Cbmq57I2AjTuVZ6T2lkZTpgvJNTFgHdaElKwnMmHW0BdhUm757qtQma2lWFgy15tk4nBnkc5tQ3o0bwDWNyekDZlpOQ1i9qFqiiwJpzYoEj+rCQGLh+3BxoSC6kfBBV/8aofEtfb6jU3VbGC3tBh6qvCwP0N6LJPsMt3q9wBDOsBnDla8GXYqRE5K3+Nd6/GmRvvxOV7/45etYk9pfJ3if4TL5ylNFWJM2xOq8b80qi8t1hByDi1a4s89JSBTZ/GxzjuKCdrM2dto+DI2VyDXvWCFqCQE5ouyUmxuG6l8pzaLOgjq9C5mHpOgfI4zMJL/2YLRvzjE/16LQYveU5IOYr1LKzAl6k9yjUw4Ajt8xK2yWKt1WkzJTTHgD1u699FbGoUVMpPNQohZTn5wOGyrUvNJtxWFV1LwomMfUaItIkhbSH0HKjKBmgWpdPIQERU2cuZ5l/HJTNFI7QCUDs3/WBQX51TQL6AkJFRsDthlqnvouF1/N41id/3dE/8Xq0atxAEp7iVYUEa/qIVeFa2kAy3xHPddg3FgMbaxDu5QeMZGDhUhWqbBb+OD2WSomzBlCstYJ9vBt5sAbaKvgRaJg71OyOlNRUXngVNMg/vlv32JXURxWT8rAcuXgYAuPTG84Ht9cBHG4XIiZeakp0/YxAY3cowcKvwzeZUrdbWVDEDS55LHIvD2r9mrUZhVdW8gPEmLC2y8V/7HvDyecDCJwHo7ED3SZsQcvmPURi2Vwix7RZO+ChI2oqh+76Pv6LBWHuyRshHVqFzuTmqJ67v24WXPhXk5AhSjvybUifL0PtOzVbEf/tb8jmpSkNMSMCyOiykp/UCd80GRoUEyXVTBDiqAOg7RrhWHjGZcBlYXZt8uiwCDDN47YYEgUnHCr9zcnHasaqN/dpMxqyJgf0ik5HbjV9riWcxs4zdW62X/dogLa3s8eTsTzDecKgguWyNzK5qpNnoSkCteP0LjXe4vQloER5QQbgN+H6DdqSCBIMFWrC+DfhMNXayxVVOq/i+S4tfKcOfFqNRvzPxUDehbE67TKJtrnGuCq41zhwn5SDIr5UtIhpqgS0aNDOAD1oTi8LbigTnSy2NxzNNwFWiRjDCwEbBRyDHQHUuoVtzJfo2amjnJLTLFirvfQTc1wB0+RSYeCIC7QaLmCjQrVagg6OJOTAkxbGHhQS3/erX4pRv7zWl00dmo3NJ6mo4VO0pkJtrPop6c2mLjeQQ0jc7v02QnF9pFlbiVhi6s3wZAupkSTByC4EuouT8QrNAgx5WRYA6jYlmX0zpUKbGjiiwVdRQ5OQiryAf+Ne/EteNtCYA0MDAdjHBi7wbOUMvKjJuQ0KZQzFRDRlzDjXJGIFZfNR+nWd7fB7Q3eSla6gHWsR7bmkF9ho4GALCYkgH1GC8GMppUy1ipURBZomJAEH93s5xqb6gQWaeaKkB9jpcsG743vByICDFq8lO1uqMUYyVWh5pYfmdxve7K5Z4R+e3JcbVgkq7a1MVLl3+S/0CezYKmoDqauCPTwnnPp4HZiBglJ0ugvgzCYRj6N1FMGnFF1Diwmn6O7egz0wTu76PjEfnktTV0HIOsovcXLEdg49Wb14yCFFJgnzSrbQ50Q1WGUyHB4GBQeAbC4sKeb85BUDXfuZ2bSNsiGirf7WQI6rRJ09OnGs16XtuK4B3hN8/hIHJucK9yjFqFLBsmXn/bnkAy3hisCkx5t26GORNaGfgMR0P7uIAkJwFV4mG/Qnzx+56YHGlcXkjRAHkQ+HUJUeorUVpC54vbTRk4T3ZHBWyA5Iw1t1rZFs8bN2sLQ1LGNUb2KTDiE38J3KkrWPlxfbu0SyLGAStj8TXWxkoMmi/JgasCyu/L4NFUxxLwkCBwZz0fTPw7t+VG9pwG4radiPQbvBNhTn+7PqHGP0HFqHukwfQVcwaSREhU2JOmc775iOr0Hkk9cWLgeeeU5xa3f9sncIyGDgQAbAmqUcBfNIqSKiNssnPasga4Fxq/GlB8tJtUm6yk5YeJKnknRYgUADsqvXOhq9GSNSfd5GF/umsQ7777fXaFxZrVCgsTD7nJiao4sVkTD3QnHiOOSGNl2tjWHDI22zwvENkHsZYuz8hHe6wMVmPVb0skp+iwfqzd/0WnLbpvuQLFRbfk82RhJOfXBOzfbt2eQldDJ6jycKxUPKOl/PadTK7dw9VDoEc2fEnrcaLhr3R5AWz2UK2v7iA/cpkof2ne4DPHkocN8TQo7ocudUGzziM+LjSN+tAezfimO2Po0+9GOYYjgk74sYMFpk+sgadR1I/9VSgthYYGAB+UgD0DSJgFKomoSslJzmRIydHX3o8NEdQX5dHBTWjpK67saughu5vohKVw0ztrAcGdhVPwEB8B9z4C6DwHYGhf23Rl0A+RDuagbHjnNHhBH3FfLhypq6D9p/9DNjxtKBmr+wBVIkJU9o4WfWZb767Fo7JVSYXUiMEfZ+CwUFBXTuhBOhZD3wlS6CyT8botNZVr1rQDgQBbDPxD6jUyDGvxtFTgG8WK8/lq4jqGTQ2lwDoU7cZfaosbHWrh1xKSMFyibZGOytcHN26xX+G8wqw/oKzcMgrr1vqsk9A455myGLi82TatxiUtv0tUSEOXw+zHTia5VhcZLeGgbCM+S4J44JfXm5c5/HGxMKyuQ046hRgTwPQR5BG8lsbMPS5QxHcp5Hox0fWoXNI6swCQwcEm5eYlSvYZoGxSSOkF+udl5eYkEaGgCLZx5lPicxdcmyMCPbomTN1u20/OB848URz+szAwJKRvxSy0z38X+DKOcJ5J5aHv3xrXkaOU0Y46EQGMTmGFaZ+3PiDBA3EuQXKGPFWBv5P5cVu5bkfZRLbr/XlHBICvvpYWAgCQCwAhAL6UnWOwzW11vruGJWU9cp/zdvpquFboCapt4E0LA1RBKmZZHKR0AjJmfqG+ZrF4yhKRAc09+yNmuEWdrmLV7BhWmEI37jNdA+a0POjsMrU22EeAaKGev2ydaegadiZiG0PfVoB2uqSD4mPtKJzMHUp/epvfiPYrGpjwEtNGP3+h8b1gESMdx+ZqvRwmXo1X5Z1LQTgtl8kjgnatrQKEykLQHssDHz2GbBOJ92lGSS6GajodpigciYCRhwnnHcztawenrMmNcUx/iDlscR8LTB13UWKlrPZFpPMXYBgQzaC1pdzRB4wYTxQKGUZjApMXQ8DepvToQUG8BvVmPRXqfK/ErVAuQYLh0IN73s10xkxPPH7YFUf0jtWHkmO+LCDXErWRAVgHumQJ4wB5wTw1t/+i9aC7sblZaBdG3DUtsf1C2gtxMYapJmW0Fs/ayUAoIvGmAPJIZF62BkVPPHdgHSPtTFhfwkfBwQ6B1OXbNc//zlwQp7A0DRCVxr69NdvQy4InZYPHCOqoT//AigRJ04GMPEic3osxEtHJYeZnjqpWs3QR+BKXwz7HVpzemh00AEJJgZPsl72rCOBz1WJP6RUn1o28J+MVx7ndUsuAwje8GrohRflyRigmWc6EXBtF+BS2SQdAhAIAQOCgk32738HGnWkn+n5wC3/z7gPNa7qAvQNCI5/PVWf7s9f1q5zqHpLPxkmiXkSzjorcU5tVh19SsKvJE81JtI7tDoCrEtByosBaAokn3tf5zn1FcuKXbYeOwB1xUMwYdww4YTWOkadnXFZGEf8+TF9mnI0ElV1sSBNDxpkfL2bTuRFi41VtrQAGueS9dRphIGPjETnYOq7RPvi2LFAD+3VduSii1H3w+rkCyGRoVz9GXD33cLvHAD7Eza1jSefLvxgKO21hGS1qEVEpQmkRw/zwn1Vj/Hph4H7/goAOPKic3Dlj4Yn15HmkCFBYEpOsoNUR2PSOKCHSsqR4pwDGq9pT5VUllsobGAipba9Uox115orJc3NkbnAz2QLhlyVfvXMfOAMHZH9sBxBeyNnriEIucPzCLixCPjJT5Kz6kl4ez8w4ljtawDw1VeJ38cMAw7JEZj5NV2F9vMIOEL2bvXqG09JqkCNzlavz/4duO0O4KWXgHffBc4+GhiVD/woT+mBnZuXYOb9VGmWreTyGR0CHpqSrFmQMHagsI9CRB4iYNLmceJzGigm7xF3heMicQGslUGxpCT5nGHeAo3nXmiBqavfITW66SzS2xww1vc1st9JuFRHI+DjgEfnYOqtrcBVVwG9eunaCEM5IQwe3Cf5Qr6oIu3RC7jnHmDrV8Kk8ZOfCOcLC7H34HOF3wzBcU6Gtt/d7YjkokHix6/Ofa6Fk/KAu4qAnuKkM7YE+M1NwP79KJgyGUX5GgsZSbAaGwLOLAB+WgjcIdMy9LH5ahyaA/woBe/Z/JgwduefCgwQ+5ZvpKEaVwycIPx/xrHAkiXC72u+BW4QQ9VOH5WsLpYg5dg/OhcYISuToxrrKbnCgkeOAIC7BgMni2XlYZG9hyQvQLRyIVxckAjX08IR3YBjjkkcX3MkcJ7GJH16fsJZrJuqjoRuOurgY88AQiHgZz8TaH7va2DO24Iq/MeyLH7BIJAvjtHIqco2rCh7jsoV6g9QPYspU4ArrwQO0vjmDBaYnEPAuBzg7m5AH0Eq3t9L0NpEehYLhfJSjG4YEADu/33yeQNJPRoMItq/P3DXXcZt62mJ1NkXrWBQqf61UafYb8/HAYHOwdQBwZ4OABc9oH1d/bF1FdVvkrQoSeDDjgHu2g/cNxOYPRvYvh3HjBbV9gMOVWbR6tofeafcqN1fP3HoC3RW1EU2JOcjrgeuXQRcO1aQ3saIG8UYSfmS6rS/LP/8RT8Bnj1TCMm6dLiQ5KKpCfjiC0GVbISfFAAn5gO33SYcyxPGGGFKDnBcLnC4aE9/Yy7wf3cKv0+RTUztKu+gAeKENnw8MElU8/cakdhZ7uAT9cP2JKaeR0o1eyAgOC9+IksZrN5q87R84PCzgLP/KdaRtXvTAkH9LkdhcXL/Z16Q+H3zzcnXT1OlxuUYcM1C4BYN/wpp4dO9uzDm0vjHIdKjXkMM1HBiHH0GcMWnwMmyrGJjxgB5IkPuJmpHesrG5Pg8gQmOC2k7e/UOAD2GCr9fkWVI/O9/gaefBroMSZz7VaFg0tAQoGufeg7Lrv4lPn3+NWD6P4HiQ+Npn4sOOhRd8oLoN0x8h/7fn5IbMMKtKl+OX3UBjjsSODEPnCd7wEUBwQSigZYevVG9qVwwZUjDcHoeMCaUWKQCwNlnA7fcAlx2QuLcBx9AL1W9IXLygIk5goPulBzgZHGBV0DAxF86aNDHAQFm9uwPwOkANgAoA3C7xvU8AK+J1xcCGCa7dod4fgOA06y2qfU3CWBuauI4Xn+N+ZAxzOKGnAwwT58uXJOOt2xhLitjPukk4biqinVRX888cSLzDz8wNzYm2jh7HHMspuxH+hsdEv5/5hnmv/6Vub2decaM+PUtvyxItC/VGRVStdGTeUIOc3OzUK6llnntHH06JdzdjXlyjtDGa68JNJZ9LvzfvJ/5/d8xN+5LrvfrXwt1xo9Pvp+7uwl/akjXx6jGe2qu8P81XYR6ZZ8r64XDyW19+GGi/uuvC//fe6/2PcZizMODQpkpU5h/+1vm2bOZN25kfvxx5i5dmO8qEvresiVBo3yMpD+AubhP4njzl0KZRc8wr5qfoImZubVBKPPnfsLxyScL1/7xD2U5OU47LXGttD/z9oXKsXv5Am267u7GfMcdQplIRLje1qYcZ+lZzX2F+bJC5ik5zL/6lTA+enjlFaHOtGlCuXOKheOnZwr/TxicaP/eXgIddxUxz/sz82WXJa79URzfVy8V/l/5BvO//y1c2ye+X+edJxzfdVfintTvOcDtkSi/9F05V+xvTtA5a5Zw/ZVXEuciEYHmK65gvv565ZhrfYcA8+LnlMcb5zHvWsF8dzd+5bjcxPk3nk+8D6q/7Y88maAhRzx/nfhuX3RUomx9vVDmqtOF4/OPFo77FwnHhwwT39lRzPfco0+zdE/yd+HvI4Uxv6uI+b33lGWPGmLclvR3Sl78N4AlbGF+9f8y68+7hgXL2GYAIyC436wAUKoqcw2A/4i/Lwbwmvi7VCyfB2C42E7QSptaf5NCIdbEjBkCQwWY580Tzqkn3poa5o8+0q6vB+mDelb80BsaEu3+8APzmScxb1kuMBn15Fq9hfmPRfzQqXmJc1Ldu4qYu1PiuK2ZuaXOHm3MzN//h/mbV5jvvlubeephzx5hEq6pYT74YIGGkSPZElOPRIS/lhbmhx4SmM+Xf2P+8Fbmtqbkenr4/HPmzZuFcXvpJWExpIdxInPYsEH7upzmf/6Tubw8cW39h8yzb2Cu3Sn0t22dUHbdB8ntLF/O3Noq/I5Gmf97FvPGT4TjH/1IoGH+fObzz2cePjy5vrSoOOOMxAKNmfnW3wiLrzevSJx773rlRB6LJT/D7dsT475iBfNFFwll/jud+d/T9MdLQiTC/OCDiYXw+79jvqOIeX8F8223MVdUMB+Xx/yrQuF9fXAU89IXEu+yeqFX/i3X3FrE3FiV/L5Pny6Uffdd5h2LhXfizrMTbQDMF1zAmojFmBcuNF6gnHtu4nueMkXZrvS39Wvmxy9UfvuxGPPGTzgUAPPvfy+c//575vsHMt8yhXnm7cylYxNjLMcwcTF5h7io+e1V4nj8PlFm3lzh3GefCcflW5nffoO5ejfzrWcIC3T5WO7cyfz4T5nzoaTz/VuYP/uL0M+LP2F+4Wy+ZVqu8C5L5a6Ywrx/m/Ke/0+c9844hPnnhcz/EBdAdx/LPP995tdf95l6lv551zAwDcDHsuM7ANyhKvMxgGni7xCAfRCUV4qyUjkrbWr9TerRgy1jyxbh400VP/ygnGzuv18YbqMJSELlKg4QEsePPcY8dqzAaJ79K/OIEYkVf7qwdi3z734nMOm9e5kXPsUXj9dYPH31VWLi6mjs2sr87mv615fP4p9PyPGWhs8+Y+7Zk7nOweIrFmP+9jFBeyI7FwqAec27zGUG43rOOQKjdAORduZ9Zcpzd3djfvca7fLnnstcWsr8yOHxRRO0NBTMwnt0/PHCwleNzz93993Zv595yRLm155jPvto5hEHMV97KnNYXJDt2ycs0GQAICwcP/44uT1JINi7V3l+zy7mT+cx392d+etHmL/4Qii3apWyXGOjOc1nnME8darwO9zKXL6a+aqrmG+8MVEmGmX+7gnmhj0JmrXw4x+zQmCJRJjbW4Rnu3sN8+1FQjuJe/eZehb+kfDs3AcRXQDgdGa+Ujz+OYAjmPk6WZnVYpmd4vFmAEcAuAfA98z8snj+WQAfidUM25S1PQPADPFwNASVfbahD4SFTrbBp7vjka20+3R3PKzSPpSZ+5oX85FJOGDTxDLzUwCeSjcdqYCIljDzZPOSmQWf7o5HttLu093xyGbafZjDS+/3CgAy11YMFs9pliGiEIDuAKoN6lpp04cPHz58+OiU8JKpLwYwioiGE1EuBEe42aoyswFcLv6+AMDnoi1nNoCLiSiPiIYDGAVgkcU2ffjw4cOHj04Jz9TvzBwhousgOLkFATzHzGuI6D4IDhizATwL4CUiKgNQA4FJQyz3OoC1ENKkXMvMUQDQatOre8gAZKv5wKe745GttPt0dzyymXYfJvDMUc6HDx8+fPjw0bHoPBnlfPjw4cOHjwMcPlP34cOHDx8+DhD4TD3NIKIhRPQFEa0lojVEdKNGmeOJqI6Ilot/JrtGdAyIqJyIVok0LdG4TkT0KBGVEdFKIpqYDjpVNI2WjeNyIqonoptUZTJmvInoOSLaK+Z0kM71IqJ5RLRJ/F9z6y8iulwss4mILtcq4xV06H6QiNaL78I7RNRDp67he+UldOi+h4gqZO/DmTp1TyeiDeL7fnvHUR3vX4v212R0lxPRcp26aRtzHy4j3dlvOvsfgGIAE8XfRQA2Ijmd7vEA3k83rRq0lwPoY3D9TAhJgwjAkQAWpptmFX1BALshJNnIyPEGcCyAiQBWy879HeK+BwBuB/A3jXq9AGwR/+8p/u6ZZrpPBRASf/9Ni24r71Ua6L4HwO8tvEu2U1h7Tbvq+kMA7sq0Mff/3P3zJfU0g5krmXmZ+LsBwDoAg9JLlWs4B8CLLOB7AD2ISGPbsrThJACbmXlbugnRAzMvgBAZIsc5AF4Qf78A4CcaVU8DMI+Za5h5P4B5EDZD6hBo0c3MnzCztOnv9xDyTGQUdMbbCqYCKGPmLczcDmAWhOfUYTCinYgIwE8BvNqRNPnoePhMPYNARMMAHA5hxzo1phHRCiL6iIjGdSxlumAAnxDRUjEtrxqDAOyQHe9EZi1YLob+JJeJ4y2hPzNXir93A+ivUSbTx/7XSKR+VsPsvUoHrhPNBs/pmDsyfbx/BGAPM2/SuZ6JY+7DAXymniEgoq4A3gJwEzPXqy4vg6AiPhTAvwC828Hk6eEYZp4I4AwA1xLRsekmyCrE5EVnA3hD43KmjncSmJkhTMhZAyL6I4T8E6/oFMm09+oJAAcDOAxAJQQ1drbhEhhL6Zk25j4cwmfqGQAiyoHA0F9h5rfV15m5npkbxd8fAsghoj4dTGYSmLlC/H8vgHcgqCDlyOS0vmcAWMbMe9QXMnW8ZdgjmTHE//dqlMnIsSeiXwKYDuAycUGSBAvvVYeCmfcwc5SZYwCe1qEnI8cbiKfgPg/Aa3plMm3MfTiHz9TTDNHW9SyAdcw8U6fMALEciGgqhOdW3XFUatLUhYiKpN8QnKBWq4rNBvAL0Qv+SAB1MrVxuqEruWTieKsgT698OYD3NMp8DOBUIuopqotPFc+lDUR0OoBbAZzNzM06Zay8Vx0KlR/IudCmJ5NTWJ8MYD2Lu2GqkYlj7iMFpNtTr7P/ATgGgvp0JYDl4t+ZAK4GcLVY5joAayB41H4P4KgMoHuESM8KkbY/iufldBOAf0PwCl4FYHK66Rbp6gKBSXeXncvI8Yaw8KgEEIZgp70CQG8AnwHYBOBTAL3EspMBPCOr+2sAZeLfrzKA7jIIdmfpPf+PWHYggA+N3qs00/2S+P6uhMCoi9V0i8dnQohe2dzRdOvRLp7/r/Ruy8pmzJj7f+7++Wliffjw4cOHjwMEvvrdhw8fPnz4OEDgM3UfPnz48OHjAIHP1H348OHDh48DBD5T9+HDhw8fPg4Q+Ezdhw8fPnz4OEDgM3UfnQJEFFXtzjYs3TS5BSI6nIietVDudiK6TON8o/h/XyKa6wWNPnz46BiE0k2ADx8dhBZmPkzrgphohljIGJaN+H8A/mKh3GkQNvXQBDNXEVElER3NzN+4Rp0PHz46DL6k7qNTgoiGiXtfvwghe9YQIvoDES0WN+64V1b2j0S0kYi+JqJXiej34vkviWiy+LsPEZWLv4Mk7B0utfUb8fzxYp03SdhX/BVZ5ropRPStuInMIiIqIqIFRHSYjI6viehQ1X0UAZjAzCvE465E9Ly4N/ZKIjpfPN8NQK7IuIcT0XdiGfVi4F0ASdK8Dx8+sgM+U/fRWVAgU72/I54bBeBxZh4HYLR4PBXCxh2TiOhYIpoEIeXnYRAyhk2x0NcVEFLiThHLX0VEw8VrhwO4CUAphExeR4tpRV8DcCMLm8icDKAFQvrgXwIAEZUAyJeYtwyToUzpeafY9yHMPAHA5+L5kyFkoQOARwA8wcyHQMhAJscSCDt6+fDhIwvhq999dBYo1O+iTX0bC/u8A0K+61MB/CAed4XA5IsAvMNirnIispLP+1QAE4joAvG4u9hWO4BFLObgJqLlAIYBqANQycyLAWFDGfH6GwDuJKI/QEj5+l+NvooBVMmOT4awCIHY1n7x5+kAnhd/Hw3gfPH3SwD+Jqu/F0IKUR8+fGQhfKbuozOjSfabAPwfMz8pL0BENxnUjyCh7cpXtXU9Mys2UCGi4wG0yU5FYfANMnMzEc0DcA4EW/gkjWItqr71MBXAb+XN65TLF9v04cNHFsJXv/vwIeBjAL8mYV97ENEgIuoHYAGAnxBRgWi/PktWpxwJRnuBqq3filvqgohKxN2v9LABQDERTRHLF4nbZQLAMwAeBbBYJnXLsQ7ASNnxPADXSgfiLm3jIOzSFRVPf4OENK+2n5fA36HLh4+shc/UffgAwMyfAPgfgO+IaBWANwEUMfMyCPbuFQA+grDFpoR/QGDePwCQ77f+DIC1AJYR0WoAT8JYIm8HcBGAfxHRCgiMOV+8thRAPRKqc3Xd9QC6S1tnQvCC70lEq8W2ToCwd7w8VO1GANeK9zlI1eQJAD7Qo9WHDx+ZDX+XNh8+bICI7gHQyMz/6KD+BgL4EsAYvZA7IroZQAMzP6NzfR6AX7CFveyJaAGAc3S0Aj58+Mhw+JK6Dx8ZCiL6BYCFEPa3NoqhfwJKW70CzHyKRYbeF8BMn6H78JG98CV1Hz58+PDh4wCBL6n78OHDhw8fBwh8pu7Dhw8fPnwcIPCZug8fPnz48HGAwGfqPnz48OHDxwECn6n78OHDhw8fBwj+P+G3fc05Qp2YAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(lsf,lsp,alpha=0.5,label='Original')\n", "plt.plot(lsf,lsp_res,label='Fourier\\nresidual')\n", "plt.plot(lsf,lsp_template,'r',label='Template\\nresidual')\n", "\n", "plt.xlim(lsf.min(),lsf.max())\n", "plt.ylim(0,lsp_res.max())\n", "\n", "for ii in range(1,10):\n", " plt.axvline( ii*pfit[0], c='k',zorder=0,lw=1.,ls='--')\n", " \n", "plt.xlabel('Frequency (c/d)')\n", "plt.ylabel('Amplitude')\n", "plt.legend(bbox_to_anchor=(1.05,0,0,0.6))\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "seismolab", "language": "python", "name": "seismolab" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.13" } }, "nbformat": 4, "nbformat_minor": 4 }