{ "cells": [ { "cell_type": "markdown", "id": "324141a4-95fc-4351-b4db-8ee94622576d", "metadata": {}, "source": [ "#### SDSS Mass/SFR/Metallicity\n", "\n", "Large amounts of astronomical data are stored in FITS format (Flexiable Image Transport System). Usually these are images, but sometimes tables. SDSS provides reduced data for catalog galaxies in FITS table format. As an example, here are high quality value for 900,000 galaxies with spectra that are reduced into stellar mass, gas metallicity and the current star formation rate of the galaxy (SFR).\n", "\n", "Started with import statements:" ] }, { "cell_type": "code", "execution_count": 1, "id": "eacb0330-f5af-40cd-99af-fa62945e0922", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from matplotlib.colors import LogNorm" ] }, { "cell_type": "code", "execution_count": 2, "id": "872240f5-17d5-4a59-823d-c02d66659b77", "metadata": {}, "outputs": [], "source": [ "from astropy.io import fits\n", "\n", "def load_fits(fname):\n", " hdu = fits.open(fname)[1] # loads the fits file into python\n", " data = hdu.data # accesses the data table\n", " return data\n", "\n", "sfr_full = load_fits('data/gal_totsfr_dr7_v5_2.fits')\n", "mass_full = load_fits('data/totlgm_dr7_v5_2b.fit')\n", "z_full = load_fits('data/gal_fiboh_dr7_v5_2.fits')" ] }, { "cell_type": "markdown", "id": "10930795-f0de-4f45-b47a-dae7d5fb01aa", "metadata": {}, "source": [ "We have three sets of data (all from data release 7, DR7). Each of our datasets above has multiple columns being stored in what is known as a \"record array\" (or rec.array). This is a form of array that allows indexing by attribue, much like a dictionary. We can print out what the column names are by using dot notation on our data sets. Oddly, SDSS did not provide ID's, like RA and Dec, so we use their index number." ] }, { "cell_type": "code", "execution_count": 3, "id": "840640fe-7c08-4db3-8d10-31e2737d504d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "ColDefs(\n", " name = 'AVG'; format = 'E'\n", " name = 'ENTROPY'; format = 'D'\n", " name = 'FLAG'; format = 'E'\n", " name = 'MEDIAN'; format = 'E'\n", " name = 'MODE'; format = 'E'\n", " name = 'P16'; format = 'E'\n", " name = 'P2P5'; format = 'E'\n", " name = 'P84'; format = 'E'\n", " name = 'P97P5'; format = 'E'\n", ")" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sfr_full.columns" ] }, { "cell_type": "markdown", "id": "c9a48dc6-2e42-4e5b-a097-83a6bb488637", "metadata": {}, "source": [ "As we can see, we have columns like \"Avg\", \"Entropy\", \"Median\", \"Flag\", etc. For the purposes of this example, we are interested in the \"Avg\" and \"Flag\" columns. Like most datasets of real data, not all of the galaxies or entries in these files are usable - generally the pipeline that creates the datasets will \"flag\" bad data in an easily programmatically removable way. Sometimes it is using a \"flag\" column, and oimport numpy as nther times is is by selecting an arbitrary and non-physical number to enter as the value (this is how the SDSS data is handled). The values of the flags can usually be found in a readme file. \n", "\n", "So, we need to restrict our data to just those that don't have any warning flags. In the cell below, find the indices (locations) for which the following conditions are satisfied, and save them to a variable called \"restrictions\":\n", "\n", "- In the SFR array, the value is > -99\n", "- In the mass array, the value is not equal to -1\n", "- In the metallicity array, the value is > -99.9\n", "\n", "Hint: Do not use a for loop to iterate over the arrays and check the conditions - there is a much faster and more efficient method. " ] }, { "cell_type": "code", "execution_count": 4, "id": "e1e81651-f9ac-400a-bdb8-c748651b9ef3", "metadata": {}, "outputs": [], "source": [ "restrictions = np.where((sfr_full['AVG'] > -99) & (mass_full['AVG'] != -1) & (z_full['AVG'] > -99.9))[0]" ] }, { "cell_type": "markdown", "id": "5d09d6b8-c39b-4c9d-8f7d-aff075c78a75", "metadata": {}, "source": [ "So now we know which indices correspond to the data that's actually useable. Out of curiosity, calculate the number of elements this process actually removed" ] }, { "cell_type": "code", "execution_count": 5, "id": "8a436261-5046-43aa-af83-08c616693a07", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "927552\n", "203213\n", "724339\n" ] } ], "source": [ "print(len(sfr_full))\n", "print(len(restrictions))\n", "print(len(sfr_full['Avg']) - len(restrictions))" ] }, { "cell_type": "markdown", "id": "01325844-4e74-400e-a94e-3dfd9710d0ca", "metadata": {}, "source": [ "Next, we need to actually grab that data (remember, we currently only have the indices). So, make three new arrays with the data we want." ] }, { "cell_type": "code", "execution_count": 6, "id": "b4d9c7fd-1d23-451b-8f4b-3895131db090", "metadata": {}, "outputs": [], "source": [ "sfr = np.array(sfr_full[restrictions])\n", "mass =np.array(mass_full[restrictions])\n", "z = np.array(z_full[restrictions])" ] }, { "cell_type": "markdown", "id": "0c142434-c0d8-4b12-81b3-505d16ba39b0", "metadata": {}, "source": [ "Note: These arrays (because we are using our full arrays from above), are record arrays containing multiple values for each galaxy. We can print out sfr below to see what that means: " ] }, { "cell_type": "code", "execution_count": 7, "id": "e487cdd6-bf81-4a1f-870f-4ce5ca45bec7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([( 0.0813901 , -4.4283232 , 0., 0.04046527, 0.05000019, -0.19248106, -0.4438595 , 0.30087733, 0.62325597),\n", " (-0.14585991, -4.36189085, 0., -0.1865475 , -0.25 , -0.40367356, -0.64416677, 0.05915504, 0.39761928),\n", " (-0.3946299 , -4.45485405, 0., -0.4310218 , -0.5 , -0.6633065 , -0.9434209 , -0.16827413, 0.16142888),\n", " ...,\n", " ( 0.22899014, -2.66265069, 2., 0.19214118, 0.20000029, 0.11597011, 0.02719309, 0.2938598 , 0.34685245),\n", " (-2.01222 , -4.88495688, 2., -2.0584905 , -2. , -2.4491737 , -2.710241 , -1.6 , -1.2664285 ),\n", " (-0.8014198 , -2.27985398, 2., -0.83019316, -0.7999997 , -0.88976175, -1.0017241 , -0.7295781 , -0.68342847)],\n", " dtype=(numpy.record, [('AVG', '>f4'), ('ENTROPY', '>f8'), ('FLAG', '>f4'), ('MEDIAN', '>f4'), ('MODE', '>f4'), ('P16', '>f4'), ('P2P5', '>f4'), ('P84', '>f4'), ('P97P5', '>f4')]))" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sfr" ] }, { "cell_type": "markdown", "id": "4c31f27a-ee19-4700-8285-4fb449bb3326", "metadata": {}, "source": [ "Essentially, sfr is a an array of the same type as the original, only with the bad entries removed. Using the same indexing, create variables sfrs, masses, and metallicities by indexing your sfr, mass, and z arrays for the \"AVG\" column." ] }, { "cell_type": "code", "execution_count": 8, "id": "2ced44a0-02b7-4535-9607-d08b0ece718d", "metadata": {}, "outputs": [], "source": [ "sfrs = sfr['AVG']\n", "masses = mass['AVG']\n", "metallicities = z['AVG']" ] }, { "cell_type": "code", "execution_count": 17, "id": "3f5129ab-a51a-4abe-a760-fb4a6ec2b1e2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 0.0813901 -0.14585991 -0.3946299 ... 0.22899014 -2.01222\n", " -0.8014198 ]\n" ] } ], "source": [ "print(sfrs)" ] }, { "cell_type": "markdown", "id": "47cec035-d89b-4161-b754-4a9237e66c36", "metadata": {}, "source": [ "We have a single array for all the good star formation rates, an array of masses, and an array of metallicities. Now plot the mass-metallicity relation for galaxies. \n", "\n", "Define a function to plot mass vs metallicity as a 2D histogram with 300 bins (plt has a command for this). You'll want to utilize the \"LogNorm\" function imported at the top to get a good color gradient. This is basically a Hess diagram." ] }, { "cell_type": "code", "execution_count": 18, "id": "4e715ab6-64f2-4036-8896-74b8881520e9", "metadata": {}, "outputs": [], "source": [ "def plot_mass_vs_metal(masses,metallicities):\n", " plt.hist2d(masses,metallicities,bins=300, norm=LogNorm())\n", " plt.colorbar()\n", " plt.title('Mass/Metallicity relation for SDSS Galaxies')\n", " plt.xlabel(r'log mass [$M_\\odot$]')\n", " plt.ylabel(r'log Gas Phase Metallicities [O/H]')\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 19, "id": "d390b877-ef9d-463f-9c06-1e48e73d0eac", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_mass_vs_metal(masses,metallicities)" ] }, { "cell_type": "markdown", "id": "903d5c7f-d9cb-4ab1-93a9-a1e61525bc4c", "metadata": {}, "source": [ "As we can see, the gas phase metallicity of a galaxy (that is, it's composition in terms of the elements O/H) has a positive correlation with the log mass. However, maybe this is not quite a direct relation as we might think. There are some odd features, like around 8.65. We also pulled in star formation rates (SFR). Perhaps those are also correlated? Fill in the functions below to make the histograms for SFR vs metallicity and SFR vs mass. " ] }, { "cell_type": "code", "execution_count": 20, "id": "e96f5365-86ee-47da-a96d-f89b10669a02", "metadata": {}, "outputs": [], "source": [ "def plot_sfr_metal(sfrs,metallicities):\n", " plt.figure(figsize=(12, 6))\n", " plt.subplot(1, 2, 1)\n", " plt.hist2d(sfrs,metallicities,bins=300,norm=LogNorm())\n", " plt.colorbar()\n", " plt.xlabel(r'log SFR [$M_{\\odot}$/yr]')\n", " plt.ylabel(r'log Gas Phase Metallicities [O/H]');\n", " plt.subplot(1, 2, 2)\n", " plt.hist2d(masses,sfrs,bins=300,norm=LogNorm())\n", " plt.colorbar()\n", " plt.xlabel(r'log mass [$M_{\\odot}$]')\n", " plt.ylabel(r'log SFR [$M_{\\odot}/yr$]')\n", " plt.tight_layout();print(sfrs)" ] }, { "cell_type": "code", "execution_count": 21, "id": "afa43ff8-25f7-45c9-8160-d30324c8a940", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 0.0813901 -0.14585991 -0.3946299 ... 0.22899014 -2.01222\n", " -0.8014198 ]\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_sfr_metal(sfrs,metallicities)" ] }, { "cell_type": "markdown", "id": "b5f1b693-4ff9-4f53-99b7-fcd4e2a47afa", "metadata": {}, "source": [ "It seems that SFR correlates positively with mass (this is called the main sequence for galaxies, a very important scaling relation for galaxy formation), and metallicity correlates positively with SFR (more stars, more chemical enrichment). We need to tease out which of these things are actually correlated, and which only look correlated because they depend on something else which is correlated. \n", "\n", "One way we can do this is to take slices of one variable. For example, if metallicity truly does depend on mass, then for all galaxies of a single mass, the correlation should disappear. We can do such a check for all three of our variables- taking slices of single SFR, metallicity, and mass, and see for which the positive correlation disappears. \n", "\n", "So write 3 functions, which will bin your data by mass, metallicity, and SFR slices. In theory we would select multiple single slices (choosing a specific value), but in practice our bins will have to have a certain width. To save time, I have looked at the data and created a bins array for each function - see if you can figure out how it works (look at the bounds on the graphs above and the behavior of linspace). " ] }, { "cell_type": "code", "execution_count": 22, "id": "755f5424-e9fe-4a43-87f1-6f35000c6313", "metadata": {}, "outputs": [], "source": [ "def mass_bins(masses):\n", " bins = np.linspace(7,12,10)\n", " binned_masses = []\n", " binned_sfrs = []\n", " binned_z = []\n", " for i in range(len(bins)-1):\n", " mass_indices = np.where((masses>bins[i]) & (masses left edge of bin and < right edge of bin\n", " mass_indices = np.array(mass_indices)\n", " masses_needed = masses[mass_indices] \n", " # index masses for the indices found above\n", " sfr_needed = sfrs[mass_indices]\n", " z_needed = metallicities[mass_indices]\n", " binned_masses.append(masses_needed)\n", " binned_sfrs.append(sfr_needed)\n", " binned_z.append(z_needed)\n", " return binned_masses, binned_sfrs, binned_z\n", "\n", "def sfr_bins(sfrs):\n", " bins = np.linspace(-2,2,10)\n", " binned_masses = []\n", " binned_sfrs = []\n", " binned_z = []\n", " for i in range(len(bins)-1):\n", " to_choose = np.where((sfrs>bins[i]) & (sfrsbins[i]) & (metallicities$ = '+'%.1f' % bins[i])\n", " plt.colorbar()\n", " plt.tight_layout();\n", " return\n", "\n", "def plot_sfrbins(sfrs=sfrs):\n", " m,s,z = sfr_bins(sfrs)\n", " bins = np.linspace(-2,2,10)\n", " plt.figure(figsize=(16, 26))\n", " for i in range(len(m)):\n", " plt.subplot(5, 3, i+1)\n", " plt.hist2d(m[i],z[i],bins=100,norm=LogNorm())\n", " plt.xlabel('Log Mass')\n", " plt.ylabel('Log Metallicity')\n", " plt.title('$$ = '+'%.1f' % bins[i])\n", " plt.colorbar()\n", " plt.tight_layout();\n", " return\n", "\n", "def plot_zbins(metallicities=metallicities):\n", " m,s,z = z_bins(metallicities)\n", " bins = np.linspace(8,9.5,10)\n", " plt.figure(figsize=(16, 26))\n", " for i in range(len(m)):\n", " plt.subplot(5, 3, i+1)\n", " plt.hist2d(m[i],s[i],bins=100,norm=LogNorm())\n", " plt.xlabel('Log Mass')\n", " plt.ylabel('Log SFR')\n", " plt.title('$$ = '+'%.1f' % bins[i])\n", " plt.colorbar()\n", " plt.tight_layout();\n", " return" ] }, { "cell_type": "markdown", "id": "125a5c43-f7a3-40c0-8273-28538c5ff415", "metadata": {}, "source": [ "As a final step, lets run our functions below, and see what we get: " ] }, { "cell_type": "code", "execution_count": 43, "id": "57ec25de-cf21-480f-b347-c05db732e3e5", "metadata": {}, "outputs": [ { "data": { "image/png": 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Tp09Hfn4+EhMT8c4776Bu3bo+bjEREfkKH9QRERlAz0pH141sCLnl1KlT2LhxI5YtWwYAuPnmmzF8+HDMnTvX6UHdwYMH8emnn6JGjRoAgDp16mDixIkoKChAdHS0z9tORHQjvau+Mg75Hj8sIqJgwr6QsfigjojIAEygGlhycnIAAIIgiPtatmyJefPmoaioCLVq1RL3jxw5EhEREeLPXbt2RWhoKMLC+JsjIv/AxSQCCz8sIqJgw76QsZijjojIAOE6v8i3YmJiAADHjh1z2C8IAoqKihz2SR/SAcClS5eQmJiIm2++2buNJCJyk94YxDjkW0ofFh05csQpBo0cOVJ8SAfwwyIi8k+MQcbiHZ6oGmHOPSKrjh07olGjRpg3bx46deqE0NBQbN++HREREahfv77Lsh9++CEWLVrk8pymTZvCYrEAAKZOnYqpU6ca1nYKfBbLXHGb92Wi6kf6YVHPnj3F/bYPi6SjurV8WMQY5H88ue+rnSt3nHGFKLiY9qCOCVSJKJjo+TSInyL5Xo0aNfDJJ58gOTkZPXr0QPfu3ZGbm4tOnTqJnRs5hw4dQrNmzdCiRQuX9Z88eRJRUVFGN5uISJbeEQmMQ77l7Q+LGIOIyNfYFzKWaQ/qmECViIIJ8zIEnvvuuw9bt24FYB2hsGTJEqxdu1bx/Pz8fGzfvh1z5szxUQuJiNzDHHWBxdsfFhER+Rr7QsYy5T1hAlWSw2HaFMj0rHTE4GS+6dOno1+/fkhKSpI9XlxcjDfffBMvv/yywz7mqXPNl1NxpNfy9jXdvZbS62e8I6PpXfWVccj3+GGRf/F2vPKkTrVz5Y57Ld5V/VkkZHqlegoi7AsZy5TFJJhAlYiI/MVbb72F/Px8rF69GgBQXl6OhIQE7Nu3DwBQUlKC4cOHo0WLFtizZw927tyJd999F8uXLzex1URExtgH4G9mN6Kac/fDohkzZjjsIyKi4GTK0y5vJ1AFmESViHyLw70DS1FREbZs2YJvv/0Wd955JzZv3oyQEOtnVxUVFfjpp59w5coVAECvXr2QlZWFjRs3OtSRnZ3t83YTEcnRE4MeAfAwgL7GNYc8YPuwaN26dQCsHxZ169YNCxYsQJcuXcQPi4YMGYI9e/ZAEAT8/PPP+P3335GcnGxy64mIrNgXMpYp74m3E6gCTKJKRL7FBKqBpVatWnjqqadkj0VGRuLcuXPiz7aRdURE/oqLSQQWflhERMGGfSFjmfKgjglUqzetOSDkyvXAdnHfbvQx/Lpc6pzcxU+RqLqz3S/NysVm5LUsWVV1dtZ3LcYN8hUuJhFY+GGRdt7629zs+7Unr0vLudLzPCkvl5uO/SOSw76QsUx7T5hAlYiIiIiIiIiIyM4vHl5ytT0iCnRc6YiIiMzCVV+JiMhM7AsZy/T3hAlUqx+tQ6TlyqlNd9V7XQ7nJndxuDdVd/50v5Sb6uPJcbkpr7bpsErHjSSdViRe04/eX/I/nPpK1UWw3gu1Tne1VI1zkU5RdYghA53r1fseBuvvgPRhX8hYprwnTKBKRMGGCVSJiMgsXEyCiIjMxL6QsUx5UMcEqkRERERERERERI44ypBMpbZqkHRV1z2Ww07HjVwViUgPDvcmMoYR923VVeyqjnu08p1kuqu7U2s9aZPWc4kATn0lUrsvu1teqQ5v9ymUpqvaprQqpmqQWZXVk/bpfd+IbNgXMhbfEyIiAzCBKhERmYWLSRARkZnYFzIW3xMiIgMwLwMREZmFOeqIiMhM7AsZK8TsBhARERERERERERFH1JEJPMnxIM1L57AUuUz+HyOvS+Qp5mWgYOHJvdIb91VPrqlWzpNzPSHmuMuS7OvsfNwdevPZEQHMUUfBQ2tcMeq+bkRb3OVO/XI55CxJMifOlGy3dd1PktalJeYyRpEc9oWMxfeEiMgAYaFAuEVjWQFAhaHNISKiakRPDAIYh4iISB/2hYzFB3VERAYICwPCGJyIiMgEemIQwDhERET6sC9kLD6oC3CBuKS20hRWudeguBS5m8PTjXxfvDX8PRB/h0QUvHw51UjLfdWd8/TeV2WnGsnFmM6Q5cn13Z12xBhBRIHGW/d4b17fyLYYkX5BTLXgSVoKuZ0Dtb0WLakcfBmvmNqIghUf1BERGSBcx3DvcMHYthARUfWiJwYBjENERKQP+0LG4oM6IiID6B7uTUREpJEhU1+JiIg0Yl/IWHxQR0RkgPBQIDxEY9lKY9tCRETVi54YBDAOERGRPuwLGcsiCEJQPb8sLCxEdHQ0CgoKEBUVZXZzqr0e2C5u70Yfw+pVy4Fgdk4fLmUeGIy4X4h1xABRGoNTYSUQfQW8bwUBxiD/oHYPtmQ5l5HLN6eW+0Yp/5Acf41XZC699wwjYhDAOBQsGIOMpZZjztv5qwGIueWETPfLyOZXzbbvE9q4X57M4avfhz/0hTaUAmtLgc3XGYOkOKKOiMgIoQC0dpJ0TFcyS2pqKiIiInDhwgVMnjwZderUMbtJRETVl44YtOEasPaaoa0hIqLqRmMcGlwTSKwBROcb3qKApuOzNyIiEoXp/AogR44cQXZ2NsaOHYvExETMnev+qCIiIvICHfFncC0gI9aMRhMRUdCoRn0hX+Bb4kUcQqx/uqvS1Fm191N12XIvT5119/p6rkF+JgzaP/oIsLwMmzdvxoMPPggAaNWqFYYOHYo33njD5FaRr5h9/1KbiuRgn3z79E5ztR03MoaY/b5SgNMTg4CAi0PkHn9PFeNLWu6xet8XT66pOnUVcvu09Yk8iWdkjoD8fVSjvpAvcEQdERF55NKlS4iNtQ6/iIyMxMWLF01uERERERERUXDgiDoiIiNUo0+R6tevj5KSEgBAUVER6tWrZ3KLiIiqOY6oIyIiM1WjvpAvcEQdEZERQmBNoqrlK8DuxElJSfjvf/8LAMjJyUH//v1NbhERUTWnJwYFYBwiIiI/U436Qr7AEXVe5K9zyz3K72PgteSWMldrh1KOO7mcGlryCymV8fbvjjnsglAYrIFGCw9Wfd2xYwcmTpyIM2fOaLyYXX5+Pl577TUUFxdj2bJlTscXLVqEH3/8ESUlJRg9ejS6d+8OAGjdujWaNGmCVatW4ezZs1iwYIHutlDg8NY9SUuuJE9igOw1s9Tr0sOhfpm8eFK815MuemIQEJCrj5M6vTmdfcnb+fLk7vFar+V2jBjoOkZZjkjOzdb3uhXzEFZdQ2ijfi6RLj7qC1UXfFBHRBQgrly5gmeffRaCIMgeLywsRFRUlMO+69evo6KiAjVq1HDa/+WXX2LLli3o0KGDU13vvPMOTp8+jfT0dFy7dg2tWrXC9u3bER8fDwBITk426FURERERERGRDQcZEhEZQeNS5BuKgeGX3LvEzJkzMWzYMMXjy5cvx/vvvy/+LAgCJkyYgNzcXKdzw8PDMWDAALRv397pWFlZGebMmYPhw4cDAGrUqIHExEQsXLjQvYYSEZFvaYxBDl9ERERaMQYZim9JNeTL4c5GLRmuVE7vFFG906akpOUfEdqJ20rTd91tFwUIW44FDw2OBRKjgegc1+dt3rxZ9qGaVEpKCsaMGYP69esjMTER06dPR2JiItq0aaNYJjw83Gnf/v37cfnyZTRr1kzc17JlS0ybNs11I4l0cPe+pxYXlMjd45Wmo2qaOiupSy5GWfbNlj3XVfuI3KYxBhH5C2/f94y8x7pdfpPra0qnozrEC8mUWdly0v5LUtW+TIW2tnGuX6muQMF46acYhwzFEXVERH4uPz8f27dvx4gRI1TPXbFiBdLS0vDcc8/hjjvuwKBBgzy+Xm5uLkJCQhATEyPui4mJQV5eHq5cueJxfUREREREROQejqgjIjKCFxOozpo1C/Pnz3evGWFh6N+/P2bNmoW9e/dqak5BQQHq1KmDkBD7ZzmRkZEAgJKSEocHeERE5Ae4mAQREZmJi0kYig/qgpyWVY08GRqttpKq3BRQtemmWlf803uuz4bBU3AKhVfuqOvXr0fXrl1x2223uXV+VlYWPvvsMxw8eBCjRo1CRkYG6tat69E1Y2NjUVpa6rDv6tWrAMCHdNWUkdNMtKzQ7S1K13oZMwAA87DQ5blKU2dt5QVBvjx8uMo4VRNeikFEwUJvWhvpCq7SKa1y9av1v+SOy01nlW5Lp7ZKj2OmUutlzpW5ViAK9PYHLcYhQ3HqKxGREUJ1filYsWIFnnzySVgsFlgsFowcORJnz56FxWJxGjF34sQJvPXWW3j33XdRv359vPnmmxg1ahRKSko8einx8fEoLi7GtWvXxH15eXmIi4tDzZo1PaqLiIh8QG8MYl4hIiLSgzHIUHzmSUTkx1auXImioiLx561bt2LFihXYsWMHGjdu7HBuTk4O0tPTERERAQBo3LgxZs2ahdzcXLRr1w7u6tq1K+rWrYtDhw4hISEBgDVvXZ8+ni+MQkRERM4KCwsxdepUhIeH48yZMxgyZAhGjhwpe+4vv/yC559/HjExMSgqKsLrr7/OEe5EREGMD+qIiIzgpaXFb3wYd/ToUURERKBVq1ZO5z755JNO+9RWiq2oqIDF4pgYIjw8HFOmTEFmZiYSEhJQXFyMXbt2YefOnZ6/ACIi8j4vxSB/lZqaioiICFy4cAGTJ09GnTp1zG6Sx0aNGoW+fftixIgRKC4uRrNmzVC3bl3069fP4bzKykr07dsXS5YsQefOnbFt2zYMHToUH3/8sUktJyKSUc3ikLfxrQwSSnl2tMzh93auNk/yD6nluwumpcYpwAVgcFq/fj2ysrIQEhKCDRs2YPDgweKxlJQUTJs2DZMnT0ZBQQHS0tLQqFEj8xrrBRzN4D4j76mqde0z7lpq8UapLfMt1lGp8wT1c+XYctv5Mt8eVXMBGIO0OnLkCLKzs5Geno6vv/4ac+fOxRtvvGF2szxy6tQpbNy4EcuWLQMA3HzzzRg+fDjmzp3r9KBu06ZNyMvLQ+fO1qSYffr0wdNPP42srCxxXzDxxX3T3Rzeysed83Kr5e1Wy8mqRvqZqmy+b6W2bvI8X55ejH3VVDWKQ77At5KIyAg+Ck4jRozAiBEjDKlryJAhGDJkiOyx0NBQLF682JDr+CuOZiCioFGNOkibN2/Ggw8+CABo1aoVhg4dGnAP6nJycgAAgmD/NKBly5aYN28eioqKUKtWLXH/1q1b0axZM/Fni8WCFi1a4KOPPgrKB3VEFKCqURzyBS4mQURE1Y5tNEPv3r0BOI5muJHcaIavv/4aWVlZPm0zEREBly5dQmxsLAAgMjISFy9eNLlFnrONyD527JjDfkEQHPLSAtYcsTeu3h4TE4PvvvvOu40kIiLTmPbMk1OOjGXWsGIjp9aqLVVu1PWpevDGUH6XQqB9xaJKIxtC7uBoBv8lePCWejK1Vcu0JLXrKpV5GTOqji90u04iXfTEICCg4lD9+vXF1cyLiopQr149k1vkuY4dO6JRo0aYN28eOnXqhNDQUGzfvh0RERGoX7++w7kFBQXig0mbyMhIXLlyRbH+pk2bivlnp06diqlTpxr/IrzEF3+3aZma6kn6BLnjeqfBKl5roPNr8aSNarT8Pc3+WTXFvpChTHtQxylHRBRU9Az3FtRPIWNJRzP07NlT3G8bzSB9UJebm+vwoM5W3tVohkDuJBFRANI75SiA4lBSUhJSU1MBWD906d+/v8kt8lyNGjXwySefIDk5GT169ED37t2Rm5uLTp06OS3wFBsbi9LSUod9V69edTlo4eTJk4iKivJK24mIZLEvZChTHtQxgSoRBR0Gp4Di7dEM7CQRkU/54EFdQUEBMjIyEBsbizvuuAPdunXTcUEgPz8fr732GoqLi8U+gdSiRYvw448/oqSkBKNHj0b37t0BAK1bt0aTJk2watUqnD17FgsWLNDVDrPcd9992Lp1KwDrdN4lS5Zg7dq1TufFx8cjPz/fYV9eXh4effRRn7STiMgt7AsZypQHdZxyREREZvL2aAYiomDyww8/YObMmXjnnXdwyy23yJ5TWFjo9AHF9evXUVFRgRo1ajjt//LLL7FlyxZ06NDBqa533nkHp0+fRnp6Oq5du4ZWrVph+/btiI+PBwAkJycb9Mr8w/Tp09GvXz8kJSU5HRs0aJDD662srMS3336Lv//97z5sIRER+ZIpD+q8PeUIqN7TjozMuaOWL+ERoZ24vRt93L6WTQ9sd6tNSu3yJP+QFHMnyPN5Xjcv8vlrCAXzMgQYjmawC4R7pSd5TC1V63xI890ZmcNOPb9QBABgnuQTYovC2iOe5OQjUqQnBgEu49CVK1cwbNgwZGZmKj6kA4Dly5ejQYMGGDZsGADr3/UTJkzA+PHj0aZNG4dzw8PDMWDAAGzYsMGpnrKyMsyZMwcbN24EYP1gJTExEQsXLkR6erqGF+ff3nrrLeTn52PdunUAgPLycnTr1g0LFixAly5d0LdvX8ycORPHjh1Dy5Yt8dFHH6FTp054+OGHTW65Oq19Em9z9+9do/K73ViXxfY8dpMBsXdmVZlM93OAe8Kffm/k59gXMpQpD+q8PeUI4LQjIvIxDvcOaBzNQEQBTUcM2vAzsPas8vHZs2fjnnvuwaJFi/D111+jc+fOeOWVVxAW5njBlJQUjBkzBvXr10diYiKmT5+OxMREp4d0UuHh4U779u/fj8uXLzt8UN+yZUtMmzbN8xfnp4qKirBlyxZ8++23uPPOO7F582aEhIQAACoqKvDTTz+JfZ3w8HB89NFHmDFjBho2bIjCwkLxoR4Rkd9gX8hQpjyo45QjIgo6odB+R+WnSKYK5tEMRFRN6IhBg+8BEuOA6PXOx0pKSpCWloaFCxfiueeew6lTp9C+fXtUVFTg9ddfdzp/xYoVGDp0KHbu3InGjRtj0KBBHrcnNzcXISEhDn/rx8TEIC8vD1euXAmKPkCtWrXw1FNPyR6LjIzEuXPnHPbdc889fDhHRP6NfSFDmbbqK6ccaad3qXAlWupymOojuJ76Kjf0eo/lsNvXUmuXJ9OaSB6Ht1N1wdEMyrTeB2RTEkime2qZ4qn1vq3lWnrjqeq5XfxzChiRKwcPHsTVq1fx1FNPwWKxoEmTJhgyZAiWL1+OxYsXi/dNm7CwMPTv3x+zZs3C3r17NV2zoKAAderUcag7MjISgPXBYTA8qKsuvDV1VDwuGQQvZLpfr1p6A01tkTmuVKetrZYkyXHJNFhPUjGgai0V6VAX6XvhbluJyL+Y9qBOilOOiCjg6cnLoCevEGnC0QxEFFT05qhTKHvp0iUAwM033yzu69q1K1atWoX//e9/aNiwocP5WVlZ+Oyzz3Dw4EGMGjUKGRkZqFu3rkdNUZpNA4AP6YiI/BX7QoYKUT/Fu2xTjlavXg3AOuUoISEB+/btAwD07dsXNWrUwLFjxwCAU46IyD+F6fwiIiLSSm8MUohDtWvXBgCH3NC33norAOeHZidOnMBbb72Fd999F/Xr18ebb76JUaNGoaSkxKOXEh8fj+LiYly7dk3cl5eXh7i4ONSsWdOjuoiIyEfYFzKUKW8JpxwRUdDRE2SYl4GIiPTQ29FRiEN//OMfER4ejv/85z+Ii4sDAPz6669o3bo1atWq5XBuTk4O0tPTERFhXfW4cePGmDVrFnJzc9GuXTu3m9K1a1fUrVsXhw4dQkJCAgBr3ro+fVynWCEiIhOxL2QoUx7UBeOUI1/O9fd2rgEtORiMqF8uv5En9Xvjd8AcDkRUHRhxf5PN8aYhV5xanb4gF4/Ujsvl09Maz4j8xS233ILJkydj+fLlYoqaTZs2YcaMGU7nPvnkk0772rdv77L+iooKp4XkwsPDMWXKFGRmZiIhIQHFxcXYtWsXdu7cqeOVUCBS7Sd4kJfOyLYYVqek/Q7/DQZKXneS8/Ud4o3t3E3SGOS6/0ZE/o+DDImIjMBPkYiIyCxeGlEHAIsWLcKLL76IcePGISoqCp07d8YTTzyh42JW69evR1ZWFkJCQrBhwwYMHjxYPJaSkoJp06Zh8uTJKCgoQFpaGho1aqT7mkRE5CXsCxmKD+qIiIwQAu2JUE3PFkpERAFNTwyylVcQFhaGpUuX6qhc3pAhQzBkyBDZY6GhoVi8eLHh1yQiIi9hX8hQfFBnELOntOhdUtyTujyZ6uPJNFo1atdSo2Uardm/Vwogej5FqjCyIUTGcXcKqKtz3Klfa3kj6Y2TWtvPeEOG0DuijnGo2vCn+64nfNlWd+/LtmmpWuuXTnHV26e5YQa507UC6XdNAYp9IUPx2SUREREREREREZEf4Ig6IiIj8FMkIiIyC0fUERGRmdgXMhQf1AUIT4ape3tIu5HTaOXOVarfyGupeURoZ1hdVE2EQnteBj15hYh0UJsS4+2UAd6aLqtl1Va1a2GfJB7JrGYbqNPJKEjoiUG28lQtGHl/CvRplVpinFI51RQ/2d7pv6n+Dga6V5fe63tajoIQ+0KG4oM6IiIj8FMkIiIyC0fUERGRmdgXMhRz1BEREREREREREfkBjqgjIjJCKLTfUcuNbAgREVU7emIQwDhERET6sC9kKD6oCxB6c/74a84Atbaq5T1wyP2gUq8ndqOPrvJSgZ6/g9ykZ7g378RkEr33JTPua0bkzpGtY5987BHLyOWly5Jvlyf3fcaGwOHXuZj0Tn1lHCIN9P4/8Kf/U1raImSqHFeqRyYvtzSHnVxbLEkK1x3oOse3WKekPDY5n6v1/Tf790Z+hH0hQ/EtISIyAhOoEhGRWbiYBBERmYl9IUMxRx0REREREREREZEf4Ii6ANED28Vtb0zLBDwY5u2FZd2V6tU75deXPJpiRcGHw72pGpKdnmPgVCatdammSqia5iqdzuowtVWlvDhVSGY6rPS4J+33pylgJM+vfy+c+kp+wlv3Mm+nklGNGwNdpzdQi4fS8uLUVck+tFXpE0mmu8q/x/Lvi62c0u+FKXrIMOwLGYpvCRGRERiciIjILHxQR0REZmJfyFB8S4iIjBAC7fkVmISAiIj00BODbOWJiIi0Yl/IUHxLiIiIiIiIiIiI/ABH1AUII/PSSXkjH4EnuSm0Xt/d3BBa6tRanrkdqjkO96ZqwsjcokbWJVt/lvt1OeQS0nB92Rx2AZRnlQIcp76SnzAyH6dZuTvV8rZZLHrLu4437bBf3M5O6mg9nulUxBDuvq/Mo0qq2BcyFN8SIiIjMDgREZFZ+KCOiIjMxL6QofiWEBEZIRTa8zLoyStERESkJwbZyhMREWnFvpCh+KAuCJk9TFxveXfa7I0pUkREpM7Ie6237tuy8UgmVYLD9fdJtrtYj7+MGfbiwkL3r2+bctuFU4WIiKT8KSWAUp/Jtq3Ytxko0y7JPrlpqp70kw6jo73cJls5yTWzJfEsybm83PX1pgvy1xjGKbkUrPigjojICBzuTUREZuHUVyIiMhP7QobiW0JEZIRQaL+jcrg3ERHpoScG2coTERFpxb6QofigLgh5eyqRUv16rytXXm2YuLenYHE4NbmNnyJRAPOne51aW5Tigty0Jc3XcjMeqK0qq7IwoOftIlKiIwZtOACs/cLQ1hAp8vb9zYj61VZltR23HJHUv8lexpI022mfXHmHfdIprArlRG1V2qcyHTaY4kowvZaAx76QoULMbgAREREREZlj8B+BjElmt4KIiIhs+OySiMgIXOmIiIjMwlVfiYjITOwLGYoP6oiIjMDh3kREZBYuJkFERGZiX8hQfEvIbXpzAKjluDPymlquZeT1qRpicKIA5u3cptJrqOUPUmuL0nFP8hLJtUWpLld1Cp1dXkZzWxl7yGN8UEcBwhfxRstxOXJ55W7cLx6X/rDJ8xzb0hxyFot027lPoyWvtsPrHyipK9PpVNlyjEukin0hQ/EtISIiIiIi8pGioiKkpKQgKioK5eXlKC0txeLFixEZGSl7/unTpzFv3jzcc889uHDhAtq0aYPx48f7uNVEROQrfFBHRGSEEGjPr8BlfYiISA89MchWnnwmJSUF8fHxmDp1KgBg0qRJWLBgAebPny97/oABA7BmzRq0adMGgiCgZcuWuPfee9GjRw9fNpuISBn7QobigzryGb1Dpntgu7i9G328ei0ij3G4N/mIJ1M8zaY0bUgPpdcvdy2t74+WaUVa63d3mi15RyD9f3KJU18Dyt69e9G9e3fx5+bNm2PHjh2y5+bl5SE3Nxd33XUXAMBiseDBBx9ETk5OtXxQ504MkCN7X09yXa/StdSmo8odV4uBnrwWNdLXZZvaqtwW16/V3bQVRP7YFzp16hReeOEFPP/88+jSpYt3LuIlDMtEREbww+DkTampqYiIiMCFCxcwefJk1KlTx+wmeYTTjogoqPBBXUBp0aIFli1bhoEDByIkJASHDx/GuHHjZM+NjY3FHXfcgbfffhtz5sxBRUUFfv75ZyxZssTHrSYicsEP+0L3338/atWqBUEQvHMBLzIlLLODREQUuI4cOYLs7Gykp6fj66+/xty5c/HGG2+Y3SyPcNoRERGZZenSpejQoQOGDRuGCRMmYMCAAejVq5fsuaGhoVizZg369u2LevXq4ZZbbkFaWhruuOMOxfqbNm0KS9WKBFOnThVjHRFRdRMREWF2EzQxZTawrYO0aNEiLF68GJWVlViwYIHi+QMGDMCUKVMwd+5c/OMf/8Dy5cuxe/duH7aYiEhFqM6vALJ582Y8+OCDAIBWrVph8+bN5jZIg71794rTiADrtKPjx4/Lnutq2hERkV/QG4MCLA4FugYNGmD9+vWIjo5G7969UVlZ6fL8bt264d1338Xnn3+O2bNnIyTEdRfu5MmTOH/+PM6fP8+HdETkG4xBhjJlRB3zMvgnXy2/7dHy4RLMh0B+zQ+He3vLpUuXcPfddwMAIiMjcfHiRZNb5LlAnnYUqPdCo9qtVI8n+XO0xDst7XenTYH6+wwWQfP+c+prQDl58iQOHDiA1NRUtG7dGklJSdi2bRsSExNlz1+3bh0aNmyIf/3rXxg5ciS6du2KQ4cOIS4uzuNrB3quMU/arPZabfnbrOe6vpYnOezkuBuXAAADXbdVrpxDW5OUz1Nqiz/9Wwj0f6NG81UfXbdq1BfyBVNG1Nk6SLZPj9ztIAEQO0h/+tOffNZeIiJVobAHKE+/AuxTpPr166OkpASANZVBvXr1TG6R55YuXYoff/wRw4YNw1dffeXWtKPFixcjNTUVGzZsUJ12RETkU3piUADGoUA3ZswYJCQkiNuTJk1CcnKy7LlXrlxBcnIyOnfujJCQEKxatQpxcXF47bXXfNlkIiLXqlFfyBdMeVDniw5S06ZNERcXh7i4OCxdutQbL4OIqFpKSkrCf//7XwBATk4O+vfvb3KLPOftaUeMQUREpOTYsWMOeZNGjx6Nc+fOyZ77ww8/oLS0VMw5FxYWhuHDhyueT0QUbPLz8/HCCy9gwoQJTscWLVqEsWPH4qmnnsJnn33mcOznn3/Gd999h/379+PatWu+aq4hTBlkaOsgZWRkoHfv3lizZo3L820dpM2bNyMnJwdbt25VvcbJkycRFRVlVJOrBV8Np1WbtmTkkHa1cr64FlUTXhzunZeXh5EjR2Lfvn24//77sWrVKrRs2VLjxezy8/Px2muvobi4GMuWLXM6vmjRIvz4448oKSnB6NGjxZQFrVu3RpMmTbBq1SqcPXvWZY5Rf+XtaUeMQc7k0hrovZdqvS8bdQ9Xur5ajGE8IcNx6mtA6dWrF3bu3IlmzZoBAE6dOoW+ffuKx5944gkMGjQIQ4cORbNmzXDTTTfh0KFDaN++vez5njDrnmPU9D0jppu6G4+U0vHITjeVmxp7RFJ/G5dNRVvBntIpW+a60qm5qq9bOqVXZhqsY73u/V58+e9G7X2tbgLmdXupL3T9+nV8+eWX2LJlCzp06OBw7J133sHp06eRnp6Oa9euoVWrVti+fTvi4+MBAHfeeSe++uorjY0ylykj6qQdpCVLliApKQmffPKJ4vnSDtLDDz+Mrl274vz58z5sMRGRCi8mUH3llVfw7LPPYuvWrSgpKcHTTz8te15hYaHTvuvXr8t+giQNerZprFK2wLdy5UqsWrUKEyZMwA8//CAeT05OxujRozFv3jzExMS4fgF+iNOOiCiocDGJgJKWlobvvvsOs2fPxuLFi/HVV18hNTVVPH727Fnk5eUBAGrUqIHdu3dj6dKlePXVVzFnzhzcddddGDNmjFnNJyJy5qUYFB4ejgEDBogfVNiUlZVhzpw5GD58OADrvTIxMRELFy409GWZxZTPz8aMGSPmnBszZgxOnDiB5ORk2ZEMtg7S+fPnYbFYsGrVKvzxj3/Ea6+9JtZBRGQ6L32KdO3aNTz//PPiyK25c+di7NixsucuX74cDRo0wLBhwwAAgiBgwoQJGD9+PNq0cfwo1xb0NmzY4FSPLfBt3LgRgGPgS09P1/IK/Y7ctKP33ntP9lylaUdcfZyI/AZH1AWU6OhorFy5UvH44cOHHX6+//77sW7dOm83i4hIOw/j0NLV1i8AEAT188PDwx1+3r9/Py5fviyOTAaAli1bYtq0ae43wo+ZMqKOeRmIiKw2fAwMf0n5eI0aNRymV16/fh3jx4+XPTclJQVZWVniCOXp06cjMTHR6SGd1I1BD1AOfNu2bVN7OQHDNu3IRm7aka1TJJ12pHQ+ERERERG5Z+oI4Pxe69fJ7Z6Xz83NRUhIiMPMnpiYGOTl5eHKlStGNdM0pnx+ZmZeBtLOG0tD6807oLUtanko/H3ZcvJDtpWOPDS4L5DYBYhWyV0CAOfPn8cHH3yAf/3rX4rnrFixAkOHDsXOnTvRuHFjDBo0yOM2qQW+QJzqeqO0tDQkJydj9uzZqFWrFi5duqQ67WjOnDlo2bIlrl27FtTTjryVD8Yb91CtOU/V8gvJ1W9EXiR3jxN5TGMMcihP5EVq9z0t921PyOaQU8hBJ8eTeCFqKzlPrny2pExb+yh9d98r6blm52z1Fn9vH0noiUMaYlBBQQHq1KnjsMBbZGQkAKCkpCTg+yumPKhjB4mIgo6eHD9ulDt69ChmzpyJnTt3olu3bvjyyy/FYCQVFhaG/v37Y9asWdi7d6+m5gR74AM47YiIgozePHN8UEdERHp4uS90o9jYWJSWljrsu3r1KgAERV/FlAd17CARUdDx4qqvANCqVSts27YNmzZtwhNPPIGNGzfiz3/+s9N5WVlZ+Oyzz3Dw4EGMGjUKGRkZqFu3rkfNCfbAR0QUdJijjoiIzOTlvtCN4uPjUVxcjGvXrqFGjRoAgLy8PMTFxaFmzZoaG+I/GJarIX8aGi03jFzpOj1gn7y+G31c1ms7d4/F/tCXU5EoGAwcOBBdunTBhQsXnI6dOHECb731FtauXYuIiAi8+eabGDVqFD788EOPAlawB77qyMhpm2ZTmqokbbdRU1N9kRLB7SlURERBzKj7sjv1q6U/kE2Rk+S6LWqk5TGwqn7p1NiBrtui1D61/pOQaTvP7aYSBYSuXbuibt26OHToEBISEgBY0/f06eP6OUGgMGUxCSKioBOm88sDderUQYsWLZz25+TkID09XVysp3Hjxpg1axZyc3M9ql8a+GyCKfAREQUdvTGIH90TEZEeXo5BFRUVqKysFH8ODw/HlClTkJlpfRpdXFyMXbt2cdVXIiKS8FJwKiwsREZGBgoLCwEAx48fR1lZGXr27Ol07pNPPomoqCiHfe3bt0e7du0U678x6AHBH/iIiIIOH9QREZGZvBiD1q9fj6ysLHzxxRfYsGGDuD8lJQVhYWGYPHkyJk6ciLS0NDRq1MjgF2YOiyAIgtmNMFJhYSGio6NRUFDg1GEl12zTRdWmlRpJ6/B1b6xA68v6yT8Ycb+w1fHbGUDrLaewEKhzN2Tbcfr0afTs2RPFxcXo2rUr4uPjMX36dNSuXVvbxSTWr1+PF198ESEhIfjb3/6GwYMHi8cqKiowbdo0lJWVoaCgAGPHjkXHjh11XzPYMQZp540V/bSWd7ceb62Qq4U/tYXcp/eeYUQMstajHIcocNj+PQDTANQw/V7gjfuS3r6DlMMUUunU1E2up7SqxoYjVee1se9rh/0uy2QnSf7Gkl7ftjLsAvn2qU6NTXIuI6V3NV5XZTy9FvleIPSFqit+fkZE5MfuvfdenDlzxit1DxkyBEOGDJE9FhoaisWLF3vlukRERERERCSPD+qIiAxQEWb90lqWiIhIKz0xyFY+kKSmpiIiIgIXLlzA5MmTUadOHbObRERUrbEvZCy+JUREBmBwIiIis1SnB3VHjhxBdnY20tPT8fXXX2Pu3Ll44403zG4WEVG1pjUObcwE1v/L+PYEugAKy9WHWXlm5HLTacnZo8Qb+X+0LlWuhjkUyFPloRaUh1o0lhUABFW6UApgRsYgj+ra5zrPjhq98UTLa1UqY0aeU8at6k1PDLKWD5w4tHnzZjz44IMAgFatWmHo0KF8UHeDgoKX/CLPkzfyfBpyr8uWqUMmL5w0x5wauRx3Fsl12krqGoM0AMD4I+/JX1/C1gaLwnG1eCNk2ra0/S4YW8hdWuPQ44OBbokCtt4aGDHIV7jqKxERERERBYRLly4hNjYWABAZGYmLFy+a3CIiIiJjcUQdEZEBKsLCUBGmbTRDRZgA4LqxDSIiompDTwyylg+cOFS/fn2UlJQAAIqKilCvXj2TW0REROwLGYsP6lwwawqqkdeSGw7tyesysi2eTF11ty5p+R7Y7vG1lK5vq0tuOjCRnIrQUFRonHZUEcrgRObSmmZAjTemkyqdq3bck7a4O3VV7pqe1C/F6UWkh54YZC0fOHEoKSkJqampAICcnBz079/f5BYFLyOn8dumhtqnYmqbGmtI2psFVd8V2mJrq8N004GSejc5X0v6uixJzm3IPtJR3D7cpmq7zUhx33g0km2q5YhM++TeF5mpt9YLuzeN15N4qsSMtA/kP9gXMpZHU18//PBDb7WDiCigVSIUFRq/KhFqdvMDAmMQEZE8PTHIkzi0Y8cO3H333Ya0OT8/Hy+88AImTJgge3zRokUYO3YsnnrqKXz22Wfi/tatW6NJkyZYtWoVPv74YyxYsEC2vNEYg4iIlLEvZCyPRtRNmTIF//73v9G/f38kJSWhVq1a3moXERGRA8YgIiLzXLlyBc8++ywEQT7hd2FhodMCBtevX0dFRQVq1KjhtP/LL7/Eli1b0KFDB6e63nnnHZw+fRrp6em4du0aWrVqhe3btyM+Ph4AkJycbNCrch9jEBER+YpHI+o+/fRTrFu3DrGxsZgyZQpGjx6NTZs2oayszFvtIyIKCOUI1fVF6hiDiIjk6Yk/mzZUYuLwUtVrzJw5E8OGDVM8vnz5crz//vviz4IgYMKECcjNzXU6Nzw8HAMGDED79u2djpWVlWHOnDkYPnw4AKBGjRpITEzEwoUL3XkrvIYxiIhIGftCxvJoRF3z5s0BAH379kXfvn1RUlKCSZMmYdSoUUhKSsKf//xndO/eHRaL9hwZ/iQQ5ter5aCT26f0umx52fZYDqueq4W7+Q605kJSyycnV5dS/eJ7IDBHXbCy/ju7Zlh91qHb2hbSrkClYe0IZtUtBvmSL/OVKt3jhc4qxw2MF97mT22h6kFPDOo9OAwJiZHYGX1F8ZzNmzfLPlSTSklJwZgxY1C/fn0kJiZi+vTpSExMRJs2ysmxwsPDnfbt378fly9fRrNmzcR9LVu2xLRp09x4Nd7DGKSPNIeb22U8yEGnJUYo5Rm1531zzkvnTnk7e/lPMxMk5XoAACYIze2nDpwqX0XVzO6JmUsl5zrn03N8f52PQ+H9l3tftfYrGfuqN/aFjOXRO3nmzBkAwOXLl/G3v/0NzZs3x9q1a9GrVy8888wzuHz5MsaNG4c33njDK40lIvJXenIDVfBTJLcwBhERydMbg1zFofz8fGzfvh0jRoxQbceKFSuQlpaG5557DnfccQcGDRrk8WvJzc1FSEgIYmJixH0xMTHIy8vDlSvKDxO9jTGIiEgZ+0LG8mhE3Z/+9Cc0bNgQO3bsQMOGDTFu3DiMHDkSdevWdTgnOTkZEydOFFdkIiIi0osxiIjI92bNmoX58+e7dW5YWBj69++PWbNmYe/evZquV1BQgDp16iAkxD6eIDIyEgBQUlLi8ADPlxiDiIjIVzx6UJednY1bb70VH330ER599FHF8y5cuIAdO3YwQBnIkyHGngw7lq3XS9M93W2XcHKO5CfXS5FrWdbdrTZw6HbQE4TZKCwsRHT0q4bUp2+4N6fJuIMxyDye3EvVzjVymq3a9Byl43rboDYFy1UZT+r39BpUfemJQdby8nFo/fr16Nq1K2677Ta36snKysJnn32GgwcPYtSoUcjIyHB4kOWO2NhYlJY65sy7evUqAJj2kA6onjHIG/cfb/9tLk71hHoMUKpTPDdbOvXVdZvk6m+H/eK+zRhoL5htnea67Ih9V9tM+7nZSR2drpUK+9TYZTMlbWjjfH050hnZcn1J1WnAbvzetMRGCh7sCxnLowd1r7zyilv5IZ577jkMHTpUc6OIiAINg5P3MQYREcnz1oO6FStWYO/evXjyyScd9lssFnz++efo2rWruO/EiRN46623sHbtWkRERODNN9/EqFGj8OGHH6JmzZputyU+Ph7FxcW4du2auFpsXl4e4uLiPKrHaIxBRETKtMahnRtK8NHaEi+0KLB59KCuuLhYdv+nn36Ky5cvi0HpD3/4g/6WEREFkAqEopwP6ryKMYiISJ6eGGQtLx+HVq5ciaKiIvHnrVu3YsWKFdixYwcaN27scG5OTg7S09MREREBAGjcuDFmzZqF3NxctGvXzu22dO3aFXXr1sWhQ4eQkGBNwJ+bm4s+fcxd4IsxiIhImdY49Ojg2vhj4s3YFX3OC60KXKoP6n7++Wf89NNPAKwB+IsvvoAgCA7nnDt3DikpKfz0iIiIDMUYRERknhsfxh09ehQRERFo1aqV07k3jroDoLpSbEVFhdMqqeHh4ZgyZQoyMzORkJCA4uJi7Nq1Czt37vT8BejEGERERGZQfVBXr149bN++HSkpKSgqKsLWrVudzqlZsyb++te/eqWB1YXenD7eYmSeHLfzFjQRZHd7+z1gTiDSowJhXJLcCwI1BkVHL4IgLDK7GYbxVo5PQ++7+yQ5dzpX1Z/lfnG5thiaV26f61xGUkbFWyPqIu+w/46uGVKfnhhkLe/7OLR+/XpkZWUhJCQEGzZswODBg8VjKSkpmDZtGiZPnoyCggKkpaWhUaNGPm9joMYgf6Z6L5XmmMuU7JfpR8jmnZOUUbquWG6gNAedJEebbX9byT5pvrqq/dK2ThBqO9X/o/CuuO8TJNrbstz6cNpy2d7nGZOZJrs9Puk952tlLhW3J1Z9/1TYLe57Cfb8y3L57hzy0WU75+tTy3enhPGmemNfyFiqD+puuukmjB8/HgkJCfjggw/w6qvGJF4nIgomFQjRvLR4hcFtCSaMQURE6vTEIGt594wYMQIjRozQfB2pIUOGYMiQIbLHQkNDsXjxYkOuowdjEBGRe9gXMpbbjzybNWuGefPmKR4/c+aMIQ0iIgpE1gSq2r/INcYgIiJlemMQ45BrjEFERK4xBhnL5Yi6jRs34p577kHr1q0BWIeo35iXAbDml/jXv/5lSu6I6kjvlBZPymuZwqRURm6/2lQjpfI9sB0AsMdyWPa4u8Pjich/BXIMKih4yaPzA+n+pNZWvTFGqbzb6ROk9XeW1Ksw9dRVW9SmAqm1VW46rvUH7/6O/f3fENl/R4WFhYiO5igtfxTIMShQaJ26KrdPLUZ41OeoaoMlyXm6KwBxamzbzP3irmVHporby4WRABynuybiE3v5e63fflx5u7jr7g8uitvl/e2njpu3GgCwotkIcZ9tOiwAXF9tnUY7Oep12dfyY6b1GvccuSDZK/O6pO/bQNfvtZS78ZSIPOPyQd28efOQmJgoBqj33nsPX3/9NerWrYvQUPtTz4qKCly8eFGpGiKioFeOUJRr/DSo3OC2BAvGICIi9+iJQdbydCPGICIi97EvZCyXD+qOHTvm8HNKSgrq1auHNm3aOJ27evVqQxtGRBRIKhGmedh2JSzqJ1VDjEFERO7RE4Os5RmHbsQYRETkPvaFjGUR5MZwBzDrFIJoFBQUICoqyuzmBCQjpzXJldO6IqCUlmm03m4rBR4j7he2Oj4paIWbo7QFp+LCCiRGH+V9KwhUtxikGi+kq6528Xx6jGx5yXRSuToVSaehXqj6g/BJ+T+B5KauSq+lNm3qxvMA4GXMELfnYaFbTabgp/eeYUQMAhiHfK2oqAgpKSmIiopCeXk5SktLsXjxYkRGRros9/3332PLli246667cN9996FFixYOx42IQYGUikGO3r/9pdRS6Ej3LRd+ErfHH7FOTf20TYK4r+eRL+zl86ti0C/2a614eoS4Pe6b1eJ2u2ZfOrUr22Jf4dW22qx06m3bNvYpueKqr3Kr2kr2q676KimjND2ZAg/7Qv7Lo/VzL168iGeeeQaff/45AKC4uBhpaWnYsmWLVxpHRERkwxhERERmMTIGpaSkID4+HosWLcLixYtRWVmJBQsWuCyzY8cOpKamYvLkyRg0aJDTQzoiIgoeHj2oGz58OI4dOybmZbj55psxZswYbNu2DcuXL/dKA4mIAgFXOvI+xiAiInlc9dX7jIxBe/fuxV133SX+3Lx5cxw/flzx/P/85z9ITU3FkiVLEBbmMnMREZEpGIOM5dGDuoYNG+L48ePo3Lmzw/7u3btj4ULPpnEUFRVh4sSJeOmll/DCCy/g2WefRWlpqWq577//Hq+//jr+/e9/uwxoRES+VIEQHcHJo1txtWVkDCIiCib6YhDjkDuMjEEtWrTAsmXLUFlZCQA4fPgwxo0bJ3tuZWUl/vKXv6Bt27YYO3YsHn74YaSnp2t7EUREXsK+kLE8+kjGYnFO8ldWVob33ntPDDTusg35njrVOp9+0qRJWLBgAebPn69YZseOHdi1axcWL17MT5O8SC2fg9Z8FXrzXGhpl1ltpepH30pHQZUq1GuMjEGknSf5fwRpf1Ylr5u7eeEcykirl8mvo5Rzx4I51o2hrvOgqrZV4fpy1PLSBXpeKDKX/lVfGYfUGBmDli5dig4dOmDYsGGYMGECBgwYgF69esmem5WVhe+++w6PPvooEhIS8MEHH+CZZ55BvXr10K9fP02vxRVv3X/U8j8blR9aa146h3iR5HzcoVzVcbm8dIA9R1zPJHteugmZS+0VfFNVzwrJ/7sH7JvjYa9rOUZa91kaifs+Few56my57wTJGiftZFstMVO6XRXvkuy75N4L5qUjNewLGcujp11PPvkkHnroIQwcOBCxsbH44YcfsG7dOpw/fx5paWkeXXjv3r3o3r27+HPz5s2xY8cOxfNtQ763bt3qsCQ6ERFVD0bGICIiIk8YGYMaNGiA9evXIyMjA71798aaNWsUz/3888/RqFEjJCRYFyZ4+umnMXfuXLzzzjuKD+qaNm0qPlicOnWqODCCiMjfZG3Ix2drf1E/sZrx6EFdjx49cOedd+K1117DsWPHUFlZiU6dOmHy5Ml46KGHPLqwbcj3wIEDERIS4taQ7/79+2Ps2LHIzc3FX/7yF4waNcqjaxIReUsFwlDh2S1VUpbcYWQM8taKe0REZtATg6zlSY2RMejkyZM4cOAAUlNT0bp1ayQlJWHbtm1ITEx0OvfSpUu4+eabHfZ16dJFXNRCqX6unEhEvqQ1DnUcfBtaJdbFV9HOKxxXZxZBEAwZZ/jLL7/g1ltvdfv8ixcvokOHDujYsSMmTJiAK1euoE+fPrLn7t27F71798Ynn3ziMOR769atTp8kGbHEsD/RMgxcbflwI4aEu9ID28XtPZbDLst7e6qP4pB2g4bXU2AzcknyfxV0Qc0obZ2kksJy/Cl6X9Dct8zgaQyaOHGiU/qFmJgY3ekXgi0GGUl12lNW1YbCdFdv3Lf1xkbGENJL7z3DiBgEMA7p5WkM6tixI95++220aWOdrzhlyhTs3r0bOTk5TucmJydj8+bN+P7778V906dPx6efforDhw87nBtsMciTe7QnKQnU0iOo9VnkzpNOHb2+2jqa8eEo+QcP2Uc6Ou+ULPrbNnO/uD0G1tGa0qmvDgZWtWGTSiqHI5J9kmmy7r5vDlNjOQ02aLAv5L9cvpP/+c9/0KBBAzRs2BCANUeCnIqKCrz33nt4//333b4wh3wTEZEr3oxBTL9ARESueDMGHTt2DBEREeLPo0ePxnvvvSd7bpcuXbB06VLk5+ejbt26AIBff/3VaVELIiIKHi4f1A0cOBC9evUS8y5MnToVR44ckT3XYrF4FKA45JuIgomepcUrmEBVljdjENMvEFEw0RODrOUZh27kzRjUq1cv7Ny5E82aNQMAnDp1Cn379hWPP/HEExg0aBCGDh2KPn36oH379nj33XcxY8YMlJaWIisrCzt37tTx6oiIjMW+kLFcPqj74YcfHPL1vPjii7jlllvQrVs3hITYl9CtqKjAa6+95tGFx4wZg7ffflvcPnHiBJKTk2Uf1NWuXRtXrlxx2HfrrbciJibGo2sSEXlLOUJ0rHTEFUvleDMGeXvFPY7qJiJf0hODrOUZh27kzRiUlpaG5ORkzJ49G7Vq1cKlS5eQmpoqHj979izy8vIAACEhIdi6dSsmTpyIGTNm4PLly1i+fDnuuusuna+QiMg47AsZy6McdYIgoKKiQjY3T2VlpUPQUlOrVi18/fXX4idJ33zzDTp16oTffvvN6dyPPvoIjz/+OH755RdxyPe4ceNQs2ZNLF261OHcYMvNYKM1R0Ow5tzxp1xFFLiMzMuwuuAx1IwK11RHSeF1jIj+OOjuW0YzMgYB1mlNGRkZ+Oc//4k1a9YoPnSbPXs2NmzYgNzcXHHfvffei3vuuQeffPKJw7nBGoP8iUU6+0whn514rs77upFxwRdxnAKPUTnq9MQggHHIHUbHIG9gDPKMlrx0ANBW6AEAyLbsdtonlZ1kz0UnzTu3CNMAAJsxUNzXHPb8hOOP2KdBt21jLXcY9rosMgM7HfLOKeSjE48bmG+O8SqwsS/kvzyKKBaLRTGB9qpVqzy6sG3It43ckO9169YBgMOQbwDikO/Jkyd7dE0iIgpcRsYgafqFJUuWICkpyemhm41S+gVpYm8iIgpuRsYgIiIiV1xOfW3Tpo3sCLcbVVRU4OLFixg7dqzbF+aQbyIKJvryMnC4txxvxiCmXyCiYKI/Rx3j0I28GYOIiIIN+0LGcvmgrnfv3iguLkbz5s1drnJXXl6Of/3rXx5dODo6GitXrlQ8fuNy4/Xr18e///1vj64RTDwZSqx12HEgDVf2RlsD6fWT/2FwMp43YxBX3DPPy5ghbs/DQqfjatNoBOnbrnDfVpqudONxaf1y11WKC+6mX3BnSpBcWxmPyFN8UGc8b8YgfxboUxk9ab9SDMBA92IAsu3HsyXTSSdkWlMzbcgcLO6758gFcfuHNo0BAKmw56+VXr+tYJ8ma5s+a5np8qU4TGeVTrO1HKmaMttWKS7qSxsRiP9GyDvYFzKWywd1kydPhiAIuPXWW1Ur6tHDeV4+EVF1UYFQzQlUGZzkeTMGccU9IgomemKQtTzj0I3YDyIich/7QsZy+aCuXr16bleUn5/PqahERGQYb8Ygpl8gIiJX2A8iIiKzuHxQt2DBAlRWqj/drKiowPbt252mqxIRVRcVCEOF61uqi7JuL75drXgzBjH9AhEFEz0xyFqecehG7AcREbmPfSFjuXwnDx06hGPHjuHOO+90mZuhoqKCq98FAaNy7piV2yLQc2pQYKtAiI68DBUGtyY4MAYFPrn7slxeOikj7t9a6vAk9hnZDsYrMoKeGGQtzzh0o0COQdHRiwDU8Mq90F+p9WOkOdyETMcyABzyzdnyuVkskl2CfXrzBKE2AGCZpE6pZUlVuecy7fuWtxkpbo8/Ys2Jm9NmqWx5W146wJ5v7jDs+2TjkUO+vI5Ohz36vWbL5O4baN8nZN5YgIh9IaO5fFCXkpKCW2+9FY0bN1at6JNPPjGsUUREgUZfAlXtnatgxhhEROQe/YtJMA7diDGIiMh97AsZy+WDug4dOrhVyaFDh9C+fXtDGkRERAQwBhERkXkYg4iIvC97w084tPZHs5vhdzyaRFxRUYFdu3YhPz/fIWfDuXPnsG3bNhw4cMDwBpJ7jJj26W45rct0GzW1Vmu7iLyJnyJ5H2NQ4PHX9AfVaToYVQ8cUed9gRSDCgpeQlRUlNnN8CnbPdqdWCDXJ5GdTiqZ7pl9xL47e0HV1NKZknMX2Dd/zLwdAHDPkQvivgmSaa627WVHpkoqlZRvc7u4fY/l/6ztw27Juc7TdIU2krZIpqbaXpd0Gq9qPGvr/B46vj+Mh+RMaxxqNTge9yc2xLHoNV5oVeDy6EHd8OHDsXHjRtSpUweCIOCmm24CAPz2229clpyIqjV9S5Kzg+QOxiAiInl6YpCtfCBJTU1FREQELly4gMmTJ6NOnTpevyZjEBGRMvaFjOXRg7qCggJcvnwZoaGhWLJkCWbMmAEA+Mc//oF7773XKw0kIgoE+lY6Ul9VjhiDiIiU6F/1NXDi0JEjR5CdnY309HR8/fXXmDt3Lt544w2vX5cxiIhIGftCxvLonWzRogVq1qwJAKhRowZ+/vln3HnnnejWrRv69euHb7/91iuNJHWeTMkxcnVUb0w14vQiIpLDGOQef10BW22qkbttVSojV6+Rr9/sFc396XdJZKbNmzfjwQcfBAC0atUKQ4cO9cmDOsYgZd66P6rVK3dc8fqbZKZzSleClcaQJOcy2ORc5YTM2uL2MtinsdqmvLZts1+2KbYpr9KVYHPQXNwejA32kwd2dGqLdBrtwarVaKWvxaHdVdN3BZnpsID8++XuPiLyHo8e1F29ehUJCQkYNmwY/u///g/9+vXDQw89hF27dqGoqMhbbSQi8nvMUed9jEFERPKqU466S5cu4e677wYAREZG4uLFiz65LmMQEZEy9oWMFeLJyUuWLMHo0aPRrFkz1KpVC+np6fjll19w991349///re32khE5PcqECIGKM+/PLoVV1uMQURE8vTFoMCKQ/Xr10dJSQkAoKioCPXq1fPJdRmDiIiUsS9kLI9G1P3zn//EiBEjxJ/vvvtupKenY/fu3ahVq5bRbSMiChjlOhKo6kkAXp0wBhERydMTg2zlA0VSUhJSU1MBADk5Oejfv79PrssYRESkjH0hY3n0oO7AgQN45plnnPY3bNgQvXv3xg8//GBYw0g7LXkHjKyfiMgbGIPc46/3ZX9ql5a8b2a135/eN6qe8vLyMHLkSOzbtw/3338/Vq1ahZYtW+quNz8/H6+99hqKi4uxbNkyp+OLFi3Cjz/+iJKSEowePRrdu3cHALRu3RpNmjTBqlWrcPbsWSxYsEB3W9wRSDEoOnoRgBo+u3/40/1RsZ8yUKZPlOm0S1m2pHzVP7llkmt9KiSI2y/hVQDAQzgo7juIh1xWLz2endRR3G6bac1zl33Efv1UmfIWaV46ueMK+fjUME8qkTlUxxiePHkSQ4YMQWhoKN59912EhoY6fT3wwANo1KiRD5pLROSfbCsdaf0ieYxBRETq9MYgV3HolVdewbPPPoutW7eipKQETz/9tOx5hYWFTvuuX7+Oa9euye7/8ssvsWXLFnEaq9Q777yD06dPY+XKlVi1ahUmTJjg8CAsOTkZo0ePxrx58xATE+POW6QJYxARkXvYFzKW6jvStGlTrF+/HqtXr8bWrVsxefJkh+MWiwU1a9ZEq1atvNVGIiK/V6kjgWolh3srYgwiIlKnJwbZysu5du0ann/+ecTFxQEA5s6di7Fjx8qeu3z5cjRo0ADDhg0DAAiCgAkTJmD8+PFo06aNw7nh4eEYMGAANmzY4FRPWVkZ5syZg40bNwKwrrCamJiIhQsXIj09XfNr1IIxiIjIPewLGcvtR5cjRoxA165d+YlRAPDW0GS9Q5/VynNoNQUyrnTkXYxBwclb02/UzlGbLuVuPVoxhQQZTU8MOrkhFyfWfiN7rEaNGuJDOsA6Em78+PGy56akpGDMmDGoX78+EhMTMX36dCQmJjo9pJMKDw932rd//35cvnwZzZo1E/e1bNkS06ZNc/clGS7QYlBBwUuIiooyuxm6Se+PcjFA9l46UP64lMUCp3OxybkuyxHn6a4O50rK97RIjmdbp64uamP/N/tm4fPi9uQ2rwMA4vG9uG8M0uzFZ9qnvtqmz2YvsO+zzJRcy9aubPlYIij/91OkNk2WMYzksC9kLI/GGNaoUQOPP/44QkNDkZmZiV9//RXr1q1D7dq1xU/PiIiIvIExiIjIeE0HP4B7EuPxevTfXJ53/vx5fPDBB/jXv/6leM6KFSswdOhQ7Ny5E40bN8agQYM8bk9ubi5CQkIcprTGxMQgLy8PV65c8epUV1cYg4iIyFc8Wgd37NixKCgoEANkbGwsJk6ciP/85z8+S+RKROSPuCS59zEGERHJ0xeD1OPQ0aNHMW7cOOzcuRPdunVDaWmp7HlhYWHo378/Nm/ejL59+2p6LQUFBahTpw5CQuxtioyMBADZfHa+whhERKSMfSFjefSOlJSUYO/evbjvvvsc9jdp0gTvvPOOoQ0jIgoktiXJtX6ROsYgIiJ5emOQWhxq1aoVtm3bhszMTGRnZ4v5426UlZWFzz77DAcPHsTEiRORn5/v8WuJjY11ehB49epVADBtNB3AGERE5Ar7QsbyaOrrAw88AMCaONXmt99+w4oVKxAREWFsy8gnPMnJ4+0cBN6un/kUyJv0rFjElY7cwxgUHCxZ9m2hs8q5Hty3lXIRuVvel3l4GIPIaHpXzXO37MCBA9GlSxdcuHDB6diJEyfw1ltvYe3atYiIiMCbb76JUaNG4cMPP0TNmjXdbkt8fDyKi4tx7do11KhRAwCQl5eHuLg4j+oxWjDGIDPyQ2u9r4p541TKC5nSa6lUukkhh12S7G5RW6EHAGAREsR9P6CxuD3uG+uFLUcEcd/yNiPF7WQsAQAsQbK4bwA2idsT2iwVt5dZfq/akrZV5n1raz/+qbBbcuALa1ukeeck75Ec1eOMYSSDfSFjefSOdO3aFdOnT8cvv/yCf//73zh27Bj+8Y9/IC8vz+erMBERUfXCGEREZL46deqgRYsWTvtzcnKQnp4uPrRq3LgxZs2ahdzcXLRr187t+rt27Yq6devi0KFDSEiwPgjJzc1Fnz59jHkBGjEGERGRr3j0oO6JJ55A48aNsXTpUrz22mu4fv06unXrhsmTJ+OPf/yjt9pIROT3uCS59zEGERHJ0xODbOXlFBYWYtOmTRg4cCCioqJw/PhxlJWVoWfPnk7nPvnkk0772rdv7/K6FRUVDiPUAOtKsFOmTEFmZiYSEhJQXFyMXbt2YefOnR68IuMxBhERKWNfyFgWQRAEVyf89ttvqFOnjmpF7p7nbYWFhYiOjkZBQUHALkuuZUi4kdNztE41CqZh0D2wHQCwG+Z+ekveZcT9wlbHmIKFiIiqoamOssJrSIueEdD3LW9hDPI9tfu61vu+UVOslKa4Sus1YzoXkRZ67xlGxCBAOQ6dPn0aPXv2RHFxMbp27Yr4+HhMnz4dtWvX1nwtm/Xr1+PFF19ESEgI/va3v2Hw4MHisYqKCkybNg1lZWUoKCjA2LFj0bFjR93X9BRjkHfpjTdqKQ8UDVSbMltVb7b9PKGN/Xg77HdZ/deFnQAA56IaiPsaFl4Ut9OiRjiVicf34rZ0Gm0OmgMADuIhcd8G2P+v3GP5P2v7pDHwiL1eabtdUXqvGU+DG/tC/kt1RN26deswfvx41YrWr1+P//u//zOkUUREgaYcoQjR+GkQE6gqYwwiIlKnJwbZysu59957cebMGc31ujJkyBAMGTJE9lhoaCgWL17slet6gjGIiMg9WuPQjxuO4vu12V5oUWBTfVA3ZcoUrFq1ymWS1NLSUpw4cYIBioiIDMUYREREZmEMIiLyrnsGt0JcYhOsjp5mdlP8iuqDunvuuQfHjh1Dr169cMstt8ieU1ZWhv/973+GN46IKFBUIFTHSkccUaeEMYiISJ2eGGQrT84Yg4iI3MO+kLFU38nc3Fx8+umnSEtLQ0REBCZNmoTmzZs7nbdmzRqvNDAYqS4rbkLOH62CNYcBc9ORpyp0JFBlcFLGGKSPlvuy2rla7/Hu5hdyiCtZkv2dZY6r5KvTnE8vy/GaRP5OTwyylSdnjEHOjMxT6o0+jzu52uRihyXJXq6t0AMAkC0pL81LtwjWkT89j3xhr/9fkkVRnrZ++75ZvLjr7pH2HHXjBq62buyzFyl/3b79UtSr4nZ2kjU3ozSHXjtskLR8d1X77XuWZ460vy5LI+uGJC+ftC5xXxD038hc7AsZy61Hnj179kTPnj3xww8/4J133sGZM2cwcuRI9O/fX1ypSSnHBBFRdcDg5D2MQURErvFBnfcwBhERqWNfyFgejU2Mj4/HG2+8gaKiIqxevRqPPfYYEhMTMWbMGK7OQUREXsUYREREZjEyBhUVFSElJQVRUVEoLy9HaWkpFi9ejMjISNWyL774In755ResXr1a4yshIiJ/p2kSca1atTBp0iR07NgRf/7znzFnzhyMGjUKf//73w1uHqnRMkxZOtz7EaGduL3HclhznXrKGaUHtovbnLpKvlap41OkSn6K5BHGIPeZfV92mF60r6otXeSnTdmmmypNZ4UHqSLEOvbJT5NVm4arNnVWbcquGq1Tx4iU6IlBtvLkHiNiUEpKCuLj4zF16lQAwKRJk7BgwQLMnz/fZbmvvvoKy5cvxxNPPKHnJejiy3udu/dqh+OS6apYINm/SSG2VGmbaZ/amn2ko9Pxw990Erd3NbNuC/n26a5nXm0gbt89zTrN9YdXG4v7Hp37pb2yD6q+D7bvSosaIW7bptYCQOPMH6ztP3LB3lbJNF5kV70HkteaA8n07OypVYWkr19menBb+feVMYrcxb6QsTQ9qNu8eTPefPNNZGVlITY2Fn/9618xYcIEj+rgJ0lEFEzKEQqLxiBTHoDBKTU1FREREbhw4QImT56MOnXq+OzaRsQgIqJgoicG2cqTe4yIQXv37kX37t3Fn5s3b44dO3a4LFNSUoLU1FQ8/vjjmtpNRORN1a0v5G0h7p74+++/4+9//zsaN26MpKQk/Prrr/jHP/6Bc+fOYeHChbjjjjs8urDtk6RFixZh8eLFqKysxIIFC1TL2T5JIiLyJ7aVjrR9BVZwOnLkCLKzszF27FgkJiZi7lzXn1IbwegYREQUTPTFoMCLQ75mdAxq0aIFli1bhsrKSgDA4cOHMW7cOJdl5s2bh5kzZyIsTPvqvkRE3lKd+kK+oHqn/+GHH/DWW29h9erVKC4uRr9+/ZCWloauXbs6nHf8+HG0aNHC7QtX50+S1IYQe3tKjGKdgvN00UCansPprkS+sXnzZjz44IMAgFatWmHo0KF44403vHItb8Ug8g3ZaUn75GOJuMKqG6u6isdlVoVVvK5MObUyStdytwwRBTZvxaClS5eiQ4cOGDZsGCZMmIABAwagV69eiufv27cP9evXR9OmTd2qv2nTpuJCF1OnThWn2Pqat/sx0pVOoTK1VbacQpm2bfY77bMcEcTtCVgKANjcc6C4LxlL7CfHWr+Na71a3LX8qP3w+NeqNl6x7xv3rv3cFRtHiNuN8YNsG51IXssyacDLdl1MXA2X8YzIr6g+qLvvvvsQGhqKxx9/HBMnTsQ999wDAPj555/Fc0pLS/H2229j5cqVbl/Y9knSwIEDERIS4tEnSa+99prL84iIfK0CoQipJisdXbp0CXfffTcAIDIyEhcvXvTatbwVg4iIgomeGGQrT868FYMaNGiA9evXIyMjA71798aaNWsUzy0qKkJ6ejree+89t+s/efIkF1kiIp+qTn0hX1B9UHfHHXfgqaeeQo0aNbBv3z5kZWVBEASHc8rKyvDFF194dGFvf5JERORL1Sk41a9fHyUlJQCsHYh69ep57VreikFERMGED+q8w1sx6OTJkzhw4ABSU1PRunVrJCUlYdu2bUhMTHQ6d+7cuZg9ezZCQtzOWERE5HPVqS/kC6oP6l577TUMHTpUtaI2bdqoniPl7U+S/GXINxFVD9UpgWpSUhJSU1MBADk5Oejfv7/XruWtGMQFjYgomHAxCe/wVgwaM2YM3n77bXH7xIkTSE5Oln1Qt2TJEixZssRpf0ZGhtNDQyIis1SnvpAvqD6ocyc4AfB4mXBvf5IUyEO+zcp5Y8sFpPX6WsoHUg48IrOcPXsWf/nLX/DVV1+hcePGWLp0Kbp166a73vz8fLz22msoLi7GsmXLnI4vWrQIP/74I0pKSjB69Ggxr2jr1q3RpEkTrFq1CmfPnnVrISCtvBWDbAsa2T7EmTRpEhYsWID58+e7LGdb0MjT6/k7X9yLtcQItXOlOeYc8tnZ8uB1kc8/JC3ndlukZTS8R568x4yNRP7BWzHo2LFjiIiIEH8ePXq04oCE//73vw4/v/zyywCsKYHUuHvfNeueo/e6Qqb0J2t5h7x1CtfCwNlO15Qebyv0AAA8hIPivkVtponbm2HNTfdm4fPyF/tb1fcu9l29jkqO/1r1TZIKL3a7fXvctNXidvl05+oPo6O93TJ/gqnmaZV536Xvm+P76owxisj7TFs2iJ8kEVEwqaxatUhrWSWCIGDs2LF49NFH8fTTT+P1119H3759cfz4ccTHxzucW1hY6PQBxfXr11FRUYEaNWo47f/yyy+xZcsWdOjQwem677zzDk6fPo309HRcu3YNrVq1wvbt28VrJicna3qt/qI6L2hERMFHTwyylSff6dWrF3bu3IlmzZoBAE6dOoW+ffuKx5944gkMGjQIQ4cORatWrRzKxsZaVyq4cT8RkZm81ReqrkxLdiD3SdK5c+dkz/3vf//r8NWvXz/069fP6RMmIiKzWJck1/6l5JtvvkFKSgpeeOEFPPPMM/j0009hsViwbds2p3OXL1+O999/X/xZEARMmDABubm5TueGh4djwIABaN++vdOxsrIyzJkzB8OHDwcA1KhRA4mJiVi4cKGWt8Yv2RY0qqysBACPFjQKC+MfE0TkX/TGIOYH8q20tDR89913mD17NhYvXoyvvvpKTCkBWEfS5+XlmdhCIiLPMAYZy7TeBj9JUuYwNLuK0rDiHrCOk96NPprqUhu6rHeKkpH1E/mzCoRoysvwy4Yv8MvazxWP33///WjevLn486233ooHHnhANpdaSkoKxowZg/r16yMxMRHTp09HYmKiy9w54eHhTvv279+Py5cvi/dnAGjZsiWmTZvmdG6g8vaCRtUxT6raFCt37/dKccOSJVOnZDqqUmwT7XM/3tiupTdGaZ0exNhIntIag6TlyXeio6NdrhJ7+PBhxWOe5Ed1915i5D3Hk/ueN+510mmbDtNgs2X6KdLjA+3Hbe9+O8nhZUfscfzTNglOdYX9LPnhxarvf7PvaiS51k+vOe87IplU1iZHUu8K6/flL44U97XDGPsJm3YDcHwvJ2Kpvd2W353aKtsnU5nuqlaeSE8cYgxy5vE78o9//EN2//fff4+lS5di69atbtXDT5KIiIBbByegSYZCjhPAYeSxzZUrVxw+2JBasWIF0tLS8Nxzz+GOO+7AoEGDPG5Tbm4uQkJCEBMTI+6LiYlBXl4erly54nF9RjIqBtkWNIqOjkbv3r3FkXVybAsaTZ482e12njx5EufPn8f58+erxUM6IqLqwKgYRERE5IrHI+oyMjJQWFiI//3vfxg8eDA6dOiAvLw8tG/fHpmZmYiLi0NycjLmzZuHmjVrKtbjq0+SiIh8wbpakfdXOsrKykJSUhLi4uJkj4eFhaF///6YNWsW9u7dq6k9BQUFqFOnjsMCPrYRfCUlJQ4P8HzNqBjk7QWNiIh8SU8MspcnNUbFICKiYOOrvlB14VGv4/Tp0/j++++xZs0afP311+jXrx/279+PgwcPorCwEAkJCbj33nsxaNAgcUUiIqLqoKIqgarWL3dcv34d69atc7nSW1ZWFj777DMcPHgQEydORH5+vsevJTY2FqWlpQ77rl69CgCmPqQzMgaNGTMGCQkJ4vakSZMUF8hYsmQJ4uPjYbFYYLFYkJGRgYyMDHFqKxGR2fTGID0LUVQX7AcRESljDDKWR+/I22+/jZMnT4o54goKCpCamor77rsPISEhYoLtZs2aYfDgwbIrtZI6T+b9y+Wmk8sNYctl5+m1dC+bzhwGVE1U6kiEWulmuddffx3Tp0+XzU8HACdOnMBbb72FtWvXIiIiAm+++SZGjRqFDz/80KNP9uPj41FcXIxr166Jq8Xm5eUhLi7O1BECRsYguQWN3nvvPdlzb1y4yNYBc/XANNAYca9Wy1M6SygDAMyDfVESh7xzXWTyysmRnOfwqFSSg87WFocYJslnp5ZPT7yGxvdFtX4ig+mJQbby5Br7Qe7Ret+Tu296krdbti0KedfEegfK12XLXTch86C47+vGncTth/GldR/s+1Y0GyFuj5u92mW7oqp64Hsl7evaSnLCBfvmmRcbAADGJ8n/jQJYc9S1w37Jvofsm9kdrd/buhljiTTyRV+oOvFoRN0999wjBifAOhWqsrIS5eXluOmmm8T9BQUF+PXXX41rJRFRNZeWlobHHnsMDRs2BACUlpaioqLC4ZycnBykp6eLD6AaN26MWbNmya766krXrl1Rt25dHDp0SNyXm5uLPn3kF63xFSNjkG1BIxu5BY3WrVsHwLpwkfQrNjYWsbGxQbugEREROWM/iIiIfMWjEXVnzpzBU089hbvvvhv5+fn44osv0LhxY3z33XeIjIzElStXEBMTg40bN+L+++/3VpuJiPxOhY68DGqfPi1btgznz59HXFwcPv74Y5SUlGDTpk3IyMhwOO/JJ590Ktu+fXvX166ocJrCGR4ejilTpiAzMxMJCQkoLi7Grl27HB5smcHIGJSWlobk5GTMnj0btWrVwqVLl7igEREFLD0xyF6eXGE/iIhImdY4dGXDZ/h17S7jGxTgLIIgCO6efO3aNcydOxc7duxA3bp1MX/+fDRs2BAvvfQS+vTpg2+++QaHDx9GVlYWVq1ahT//+c/ebLuswsJCREdHo6CgAFFRUT67rt4pot6qSwvpNFnp1Fp/msrjT22hwGXE/cJWR/OC3QiNullTHRWFxciJ7iHbjvT0dIwePdqpzF//+le89dZbmq5ns379erz44osICQnB3/72NwwePNjepooKTJs2DWVlZSgoKMDYsWPRsWNHXdfTizFIO61xRW0qkpFTlOTKS6ez2qaj2qbQAsD8rIVOxwHgovAGAOA2/KbabnePE3mD3nuGETEIcB2HyIoxyHO+vK/apqtik3qMEtMjJMFupmR7gcw+ydTR5cJPAIDxR+zTUX9sc7u4ffe0i9aNZvbiR56xbzeqGioTe6ekfumvK1qy/bD1W7tXvxR3ZR+R/D1W1a62Qg/78STJ8U2uY7O7fSrGyOAUCH2h6sqjEXU1atTAokWLsGjRIof9H3zwgbh97Ngx5Ofn45FHHjGmhUREAaAcIRA0j6hTzkIwatQojBo1SmuzXBoyZAiGDBkieyw0NBSLFy/2ynW1YgwiIpKnJwYBruMQWTEGEREp81ZfqLrStLzGxx9/jKNHjyIiIgJdunRB27ZtxWMtW7Y0rHFEREQ3YgwiIiKzMAYREZG3efSg7sKFC+jbty+OHj2K8PBw1K1bF7NmzUKnTp2wYcOGaj1MUcsQYnforUutvNww5j2Ww/YThD5Ox/W2VW3alDuvlUOuyd9YlxXXtrQ4lyR3D2OQdlrvmR6trqcyndQ2jVW6+qpaPQ6rwlaVn6+wUqy03CW84VSe010pmOmJQfby5ApjkOe8kQ5I8b5tm+KpsJKrQ2ypmvIqXRVWWq/c1NYJQm1x27ZfiLDn+F2BEeL2mOmrna7fJsW+/dNr1u+xDSUnnLNvlu+zb4dttX6XTndt28a+wmt21ffDsB+3bJJ5LZJVY2VTTahgjAwu9n8D1wyrk30hY3k0xnD8+PFo06YNvvnmG5SWluJ///sfiouL8cILL2D69OneaiMRkd+rqFqSXOsXqWMMIiKSpzcGMQ6pYwwiIlLGGGQsjx7URUZGIi0tDQ888IDD/h49esCDNSmIiIJOpY7AVMng5BbGICIieXpiEOOQexiDiIiUsS9kLI8e1MXFxcnuP3/+PA4ePGhIg4iIiOQwBhERkVkYg4iIyFc8mgzcpEkT/PnPf0a/fv0QFRWFX375BVlZWcjMzMSMGTO81caAYGSeG09yvKmVV6tLODlH8pN32612nmp+Iw3XIvKVcoQiROOnQfwUyT2MQcq8nWtNa/1aznXISydVlY9OWDfH3i5ItiVtnCVMdChjLWh8LlnmuCN/oScGAYxD7mAM8g21+6pDrrkj8vvl6pInf98eB2s+t/GSfcssv9t/GFhV/0z7SErhGwucPGPfPHLUvt2mi8xFC+ybYa9I9sdW1b/PXv/Ela/bjws9rG1Jsu9qW7UPAMZX5baT5uOTvm6594ixLfjZfq+FhYWIjn7VkDrZFzKWRw/q/vKXv6B27dp45ZVXcOLECQBAfHw83njjDYwaNcorDSQiCgQVCIWgMREqg5N7GIOIiOTpiUEA45A7GIOIiJSxL2Qsj9/JoUOHYujQoSgosD72j46ONrxRRESBxhqc+CmStzEGERE50xODAMYhdzEGERHJY1/IWJo/eouOjoYgCPjwww9x9OhR/PGPf8Tjjz9uZNsCii+HBasN7VYbrux4XJDdL0dtqpBRU4mkPKmLw7SJqg/GICtv3HfleKt+xWmuNl2c7+svo8x+/HZJqofO9t0vwzoNbZYgOVdCnGarEDds7ZLWSURkwxjkPWr9DOWCHsSpgSpphqqmkbbN3C/ue0ioLW4vqzo+oc1ScV95ob182IqqjXvs+9q0s2/PTbN+n32L5KLNJNtpku2qabLl79l3vVn4vLj9eVQnAEDPmV+I+w6jo/21tLW+bxbpa97k/vRiCk72/0/XTG0HKdM+Rh6AxWLBk08+iQcffBDt2rVDaWmpUe0iIgoo/BTJ9xiDiIisOKLO9xiDiIjs2Bcylq4HdTbNmzdH8+bNjaiKiCggVVSGQqjUGJw0liMrxiAiqu70xCCAcUgPxiAiIvaFjGbIgzoAiImJMaoqIqKAU1EeispybUFG0FiO7BiDiKg60xODAMYhvRiDiKi6Y1/IWKoP6rZv344+ffr4oi2kg0NuHZUcDkp5B+Ry9niS900t548auVxLWq5PRMGDMcg1X933NN/XJTnoZPO9yeSgcygjEw9m2VOrOpS37JO2a6HTpebLXEsvxh2i4MYYZGVWHmiHPo0tx9ommX2Q70dMkOaVs/xuLyfWIXktMnnrHHK9HbFvY6b1W3PkiLsejvrSXq63NW8cbpdU9px9c3ZV3jkUSI5Lt6X56h6yfpsc9bq4K/Ube466l5q96tRuyxHJD9nW1yW0kRy3OBUR8/IBUM1hp4Z5w/2f7fdSWFiI6Gjnf0NkPtUHdcuWLUPDhg1Ro0YNxXOKi4tx+vRpQxtGRBRIKsrDYCnXNkhZ0FiuOmAMIiJSpycGAYxDShiDiIjcw76QsVTfkZ07d+Ljjz92eY4gCLDIPZonIqomKspDYNE83DvE4NYED8YgIiJ1emIQwDikhDGIiMg97AsZS/VBXZ8+fTBp0iSXnyRdu3YNb7/9tqENI99QG5ost09a5hHBvtb4bvRRLOPONfUuD85h1mSmivJQHcGJeRmUMAb5B3fuqeKUVY1TTF/GjKryEfY6pSdUTW2d59CwGeLmfMmU2VmdZ1Ttk0yB3SeTVkFun0K7tcQYxiXyFT0xCGAcUsIYZGXE/UtuaqretqjdY1MxVdxeBplUC0ecijjYhQR7mTZf2K9bNU00MfMTcV8i7Nv4oOp7d/uuM/kNxO274y9aNxraj/+63759vNy+3bW39XvqB/bprmeettc1BmkAgIfaHBT3OUzztU3pzYQs22sRHI5r68u52kfBj30hY6k+qJs2bRo6duyodhpq1aplSIOIiIhsGIOIiMgsjEFERGQG1Qd17gQnT84jIgpG5eWhsFznp0hGYwwiIlKnJwYBjENKGIOIiNzDvpCxmLWPiMgAQkUYhAqNt1St5YiIiKAzBgGMQ0REpAv7QsbiO6KDv+ae0ZojTq28XG4JaV0WHHarLm+9V3Lt8qffCwW58lDrl9ayRAFO6Gzb0Hnf3Sdf3pZ3Dh++Iu6bf7vgsiqxDBTy1ank09Obt44xiHxGTwyylSfyIi33Q/k+h3x+a9W//bPl+y+igc7leibZ89Jhk6RMVV2DsUHc9XVhJ3H7zKvWHHJ3d70o7rv7dvs2WlV9v2zfFftf+3ZX59ah/E779idIFLfHH3kPAPBpG3s+vYPCq/amyrxvejG2kSz2hQzF5TWIiIiIiIiIiIj8AEfUEREZgZ8iERGRWTiijoiIzMS+kKH4oE6HQB32q9TuHtgOANhjsU9hfURo57TtyVQgW53SetWWVVeq35OpxoH6u6EAVmEByi3ay1K1ZnYqBV9c33aNi8Ibkmv95nRckMxmtWTZt21TVyc8mWov/6H8/x1LlvOU2Iud64jbt8F63ZeFMqfrSym9Fy/DNqU2QvY4kc/piUG28gEkNTUVERERuHDhAiZPnow6deqY3aRqTXYqKW74Oz6pal+mzmsdkfzQ1vm6brVFZp9cHY7tdz53DNLE7c+j7FNfN2MgACB1+vPiPunU1bDYqg3J1Fc8I9k+Z9+cmP+6ta6u9rrGbF1tP6GN9dtLsE93fQgHxe3sqim9tvcfUJ9STMHP/nu/Zlyl7AsZilNfiYiMUK7zi4iISCu9MSiA4tCRI0eQnZ2NsWPHIjExEXPnyj+YISIiH6omMchX+KCOiIiIiIgCwubNm/Hggw8CAFq1aoXNmzeb2yANioqKMHHiRLz00kt44YUX8Oyzz6K0tFTx/M8//xwtWrRAVFQUevXqhZ9++sl3jSUiIp8zbeprUVERUlJSEBUVhfLycpSWlmLx4sWIjIyUPf/zzz/H5MmT8dNPP6Fjx45Yvnw5GjVq5NtG+wlPpou6KqNYl2T1Vuk0WHfbojhtSujjvEvjKnlc1ZX8jp5Pg/gpUrVn9r3MkzQD0umo4kqv7qhaabWBZHaDdJqr7bhavFomTBT3zb/dvpKrcMFesW211/kW+9RUh3K2a+yTrAQL+3Xt03OV3hdrufngSB7yE3pHJARQHLp06RLuvvtuAEBkZCQuXryoUsL/pKSkID4+HlOnTgUATJo0CQsWLMD8+fOdzr1w4QKmT5+O5557DsXFxZg7dy769OmDY8eOISzMP7IYuRPD9E55lb2Gxqm17vafVmCkuN02c4y4nX2kIwAgDfZ9hz+1T31FT+u38oftu8K+llRs6161g6zyffbt1G+sU15X7B0h7hv3zWpxO62ZtQ3SabgOZlZ9XyB/2Oy/P8gctt97YWEhoqNfVTnbTewLGcq0u3uwBSgiquYYnIiIyCzV6EFd/fr1UVJSAsD6wX+9evVMbpHn9u7di+7du4s/N2/eHDt27JA997PPPsNHH32EunXrAgDi4+PRp08fnDhxAi1btvRJe4mIVLEvZCjTnnIxQBFRUCkHcF1HWSIiIq30xCBb+QCRlJSE1FTrojI5OTno37+/yS3yXIsWLbBs2TIMHDgQISEhOHz4MMaNGyd77p/+9CdERNhHB3ft2hUAFGchERGZQmsc2rMB+HSt0a0JeKblqLMFqMrKSgBQDVC2h3QAAxQRERERkS+cPXsWiYmJqF27Nlq3bo3PP//ckHrz8/PxwgsvYMKECbLHFy1ahLFjx+Kpp57CZ599Ju5v3bo1mjRpglWrVuHjjz/GggUKc/r82NKlS/Hjjz9i2LBh+OqrrzBgwAD06tVL9lzpQzrAOvX3wQcfRJMmTRTrb9q0KeLi4hAXF4elS5ca2nYiIkM9Mhh4OcPsVvgd00bULV26FB06dMCwYcMwYcIErwQoi8War2bq1KniFNtg4EleN7Vcbmp1yS1xrjWXgVpbemA7AGA3nHPZ6bkukU9UVH1pLUvkJ9TutWp56ZRy/ojllOrvYssbJ4lBknx49v0z5Ms/KU1453zOvA9fEbfnY47jNW+4rphHT5InSEounhkZL4k8picG2crLEAQBY8eOxaOPPoqnn34ar7/+Ovr27Yvjx48jPj7e4dzCwkJERUU57Lt+/ToqKipQo0YNp/1ffvkltmzZgg4dOjhd95133sHp06eRnp6Oa9euoVWrVti+fbt4zeTkZB0v1nwNGjTA+vXrkZGRgd69e2PNmjVul/3ggw+wePFil+ecPHnS6XdhFLW8bu6U01Ne8b470L08p0rXdziebd0/3qHMbnFrgnAQALDsiL1/2a7nl+K2mK/uF0nxbyTbQ6u+SyaTndnbQNy++2/2vIvlVeNYxn262n7yUUldzazfxhTaj4f9bD88fsF71o2Z9n2WI/ZtoU3VPo2/VyIR+0KGMm1EnS1ARUdHo3fv3uLIOne4G6DOnz+P8+fPB9VDOiLyU1ySnIiIzKIn/uzaAMwbLlvtN998g5SUFLzwwgt45pln8Omnn8JisWDbtm1O5y5fvhzvv/+++LMgCJgwYQJyc3Odzg0PD8eAAQPQvn17p2NlZWWYM2cOhg+3tqlGjRpITEzEwoULnc4NVCdPnsSBAweQmpqKJUuWICkpCZ988olquZ9//hmlpaWKgxuIiEzDvpChTHtQxwBFREGFwYmIiMyiJ/4kDAZelJ92dP/99+ORRx4Rf7711lvxwAMPyKafSUlJQVZWlvj3/PTp05GYmIg2bdooNjs8PNxp3/79+3H58mU0a9ZM3NeyZUvZh4OBasyYMUhISBC3J02apDpK8OrVq1i+fDnmzJnjgxYSEXmIfSFDmTb1dcyYMXj77bfF7RMnTiA5ORmJiYmKZWwBat68eb5qZsBTHbr8rUXctDSd43FdtumqgH3Kqtw+d9qyx1K1VrkgP/VVDodpExH5F81ToWxTTxWmo17sXAcAsAwT7deSTMOVTpO92NmaaH7e0AL78dvtU2NnCdapsfMtjqk1nCi0xXZdualUgPx7wHhFgejG9DMAcOXKFfTt21f2/BUrVmDo0KHYuXMnGjdujEGDBnl8zdzcXISEhCAmJkbcFxMTg7y8PFy5csVhf6A6duyYw3s7evRovPfee4rnV1RU4NVXX8W0adPEh5vFxcW4+eabvd7WG2m9f+m979nKK913salqf7ZkOqt0iqfk+hOx1KkuuWmwDvuS7HUdxH7rcckz6PLCTvb6e77u1Lw3C58Xt8NGVm30th+/+1P7dFf8at8Mq8rasOLVEeK+cVgtbj8E6zTcz6Ps1+9Z9oW43TbT2tavJe0Lj55jv0DVa9SaRomIvMO0EXVyAercuXOK5ysFKCIiv8BPkQJKUVERJk6ciJdeegkvvPACnn32WZSWliqe//nnn6NFixaIiopCr1698NNPP/musUREavTGIDfjUFZWFpKSkhAXFyd7PCwsDP3798fmzZsVH+apKSgoQJ06dRASYu+m2EbwlZSUaKrT3/Tq1Qs7d+4Ufz516pTD+/XEE09g3bp1AKx9oL/85S9o1KgRDhw4gI8//hjvv/9+UE0FJqIgwL6QoUwbUWcLULZh7XIBatCgQRg6dKgYoDp16oQDBw4AAH755Rd8++23eOWVV2TrJyLyqQpoDzJMoOpzKSkpiI+PF3OYTpo0CQsWLMD8+fOdzr1w4QKmT5+O5557DsXFxZg7dy769OmDY8eOISzMtDBKRGSnJwbZyqu4fv061q1bh7///e+K52RlZeGzzz7DwYMHMWrUKGRkZKBu3boeNSU2Ntbpg5OrV68CQFCMpgOAtLQ0JCcnY/bs2ahVqxYuXbqE1NRU8fjZs2eRl5cHABg1ahTef/99pKenO9SxceNGn7aZiMgl9oUMZVoPgwGKiIKKnk+D+CmSz+3duxfdu3cXf27evDl27Nghe+5nn32Gjz76SOxsxsfHo0+fPjhx4gRatmzpk/YSEbmkd0SCG2Vff/11TJ8+XTY/HQCcOHECb731FtauXYuIiAi8+eabGDVqFD788EPUrFnT7abEx8ejuLgY165dE1eLzcvLQ1xcnEf1+LPo6GisXLlS8fjhw4fF7YyMDGRkyOcQJCLyG+wLGcq0B3UMUMZQW6pcPU+OINn2/PrSHHSu9ilff7bstifliIg81aJFCyxbtgwDBw5ESEgIDh8+jHHjxsme+6c//ckhVUPXrl0BQLGzajYt98qXMUPcngf3p1Mp5gpycX1pmVlCmbg9X6YuW146AGhgmWLdJ7wh7ntZcu6cLvYR9rcNrdroL9+u+VlVr3Gffd+szvb3YP6+hU775LLjKsVeOYxbFMjS0tLw2GOPoWHDhgCA0tJShIWFITQ0VDwnJycH6enp4v2ycePGmDVrFnJzc9GuXTu3r9W1a1fUrVsXhw4dEhdcyM3NRZ8+7ucwpuCltb8gzTEHTK367vq+7WCT/dzsqhTfloEdJcfniJvLhRyn4uHfS/pc91orOPNiA3GfNEdd+XR7ubSoEQCAeHwv7lvRc4S4vSzJ+loGZG6yX7/NSHF7/BFr7sNwSDt69tcivi+bPHgvJNg/I/IO03LUEREFFeZlCChLly7Fjz/+iGHDhuGrr77CgAEDFFcTvzGZ+qVLl/Dggw+iSZMmivU3bdoUcXFxiIuLw9KlSw1tOxGREy/mqFu2bBl+/PFHXLp0CR9//DEyMzMxZswYWCwWh/OefPJJREVFOexr3769y4d0FRUVqKysdNgXHh6OKVOmIDMzE4A1J/WuXbswbdo0lTeBiIhMw76QoZhch4jICNervrSWJZ9q0KAB1q9fj4yMDPTu3Rtr1qxxu+wHH3yAxYsXuzzn5MmTTh1WIiKv0RODbOVlpKenY+JE60rLixYtEvf/9a9/dVjsQYv169cjKysLISEh2LBhAwYPHiweS0lJwbRp0zB58mQUFBQgLS0NjRo10nU9IiLyIvaFDMUHdQFOboixJ1Nx1PTAdnFbbUorvq36ZLWJfWi13PU9GRatNpxa7xBrDtcmw1RAeyJUJlD1uZMnT+LAgQNITU1F69atkZSUhG3btiExMdFluZ9//hmlpaWKo+/8gZZpQdLprp7cFx3iTVbVvs7a2jdPcKwHABpYnM+7rX6BuD3h/9lz2y4T7HOFLFVTW6VTZ4UP7ZVZhs5xqnc+pCMnre/BBCFVsk/+PRLrZ/oGMpOeGGQrL2PUqFEYNWqUjoqVDRkyBEOGDJE9FhoaqvqBCFUvliNVG23l+za2+6rSdFchU1KXXOog6dTYgbMdzlM8d6akjH3mqTjdVIiwx534Nvapq8i3frv7G/t0V0tde//px6jb7eWqprw++rcvxX3dxtm3UfW6Hv3Uvu+lnq/iRm3b7Be3s7PlYpB8XLK9b1pTF1E1wr6QoTj1lYiIqp0xY8aIuY/GjBmDSZMmITk52WWZq1evYvny5ZgzZ44PWkhERERERNURH9QRERnBtiS5li9+iuRzx44dc8g9N3r0aJw7d07x/IqKCrz66quYNm0awsPDAVjzJhER+QU9MYhxiIiI9GJfyFCc+kpEZAQuSR5QevXqhZ07d6JZs2YAgFOnTqFv377i8SeeeAKDBg3C0KFDUVFRgb/85S/o1KkTDhw4AAD45Zdf8O233+KVV16RrZ+IyKf0JuNmHCIiIj3YFzIUH9R5gVzeAzOur9QG6XG5cx32nZxjP7fpHOc6v7XnXujRZBsAYI+k/COC8kpfbl1fId+eu++tt3PcEYkYnAJKWloakpOTMXv2bNSqVQuXLl1Caqo9H9nZs2eRl5cHwJqj6f3330d6erpDHRs3bvRpm43iSd45j+pVyU1nI81BJ1dGmlfuNuE3p3Ivdy4T98232EdFCrfOEbc7/1L1AFWItpe/3Z7/RxhaFbvW2vddgv26DSxTrN+z7NeXmiWUOV2fyFR8UEdBQi2/tloubuXyznnVHPLSbZKUG+i6/2Q7vrzNSHFXjtBc3G6OkVX122PM9dWSpKtVKehWNBsh7voR9rx0g7FB3F4E62rHu17sJO77AY3F7fFJ1nx442e+Z69f8rraZlpz02UndRT3yeXrk75m6XGRzHtiNLP70KQT+0KG4oM6IiKqdqKjo7Fy5UrF44cPHxa3MzIykJGR4YtmERERERFRNccHdURERuCnSEREZBaOqCMiIjOxL2QoPqjzArOH66oNCVdqn+xQ8SaC5Ieq4y3sQ7ctOXMkxw871d8D28XtPRbr8R7SKmW4M93V3aHRWn8XHHpNHrMlUNValshHtKQRMFQXSfoFyW5bW27Db+I+6XTUWZ0nAgDmZy20l7lVEo9+mWOvbJ+1LuFD+3Fhq+Rq/avKSKbhXpROw7WVl+x7GTPE7XmwtmE+5KdY2ep1dzow4Ae/FwpsemKQrTyRj8nd99Tuf2pTYx0MdL9PZEmSXHeT2rnW7+MtjewnZE+1by+wfrNNOwWANIywbzcbAwB4CAfFffH4Xtw+/I19mmv5ndbv56IaiPukU18nZC4FACyz/C7uayv0cGq/tC2WIx2djktfs0USLsXX7fCeeCdGMfb5jv3/wzXjKmVfyFBc9ZWIiIiIiIiIiMgPcEQdEZERONybiIjMwqmvRERkJvaFDMUHdQFCaZi3u1M/3RkmLleXdOqquILrt5IyTWSGlEtWgt1TtVKsUv0WHHbap9Ymd8hNXfVkWhGHXpPHrgMI1VGWyEc8mVbkjXuhZ9OapsicITk+VFJv/zn2H1ZItm31jpOs+rrCUlXGHq9exnT78QvW/ZdgXzUWmOjURocYI5lGa5veK53aq4Zxh3TRE4Ns5Yl8TMt9Ty2FjycpdDxZYdZhf9WqqA7TZaVmWr9Jp7amYYy4bVuBNXvTbnFfsvCDvXwze7x6GNYpq2OQJl+XbRrrQHvxMbCvRjv+iGQ1WBfYN6pebL/PwsJCREe/akyl7AsZig/qiIiMUAHt+RWYl4GIiPTQE4Ns5YmIiLRiX8hQzFFHRERERERERETkBziijojICMzLQEREZmGOOiIiMhP7Qobig7oA4Ytcbbb9Yi46ALvRx7ncSXv9cyXrdwtV+y2SvHRS0nx3NtJrqV1fSjbfneR1SeuQK6M3hx2REy5JTkHCW/c/ufuurH2S411U8qv2l9R/uyQH3R5rbHr5/9nzzs3CDHH7Umdr7rllkrxzDrZav902uUDcNf+XCHtdQpn1mjJ56QA4vgZbmzrLX4rIEHpikK08Ba1A+htXa1vFvNxJbpycbT1XaCO5rrTcJvXc3k7Xl9ZV9RqWOVyzo/1cW447SSLTe5IuiNttM/fbi1mq8tgJ9rx0izBN3O7ZtgcAYIJQW9w3Psmel85Wl1gPbnhf1fLGJjm2mUgR+0KG4oM6IiIjlEN7AlV+ikRERHroiUG28kRERFqxL2Qo5qgjIiIiIiIiIiLyAxxRF+TkhoyrTfeU7rPgsLhtn05qn140B/ZzZzepGkZuPwx8KxnTDekB5+vb6t9jsV9Ten216a5ajkv5+1QA8nPXof2jDy5JTgby1ylOcm15WTIddR4WAgBmdbbvm79vobh9sXMd50r/LKm/v8XpcGfLK+J2MyFa3L7tzwVV17Qfv7TWftwyzhqvZq21twVZ9vbPs32XTGd1vjocpsO+XDVdFgDmW+zTaP3pd0QBTE8MspWnoGV6SgMPeFKXdLqqbWqm4xRN9/s8GDjb6bgn17IcUWlsW/u12gnW6aq2KbgAgAX2zcOwT5OF0NHp+j039bBXW1XXMsnUVkj6Z4dt74Fgr9PhddsuI+0fyk4DZqwiFewLGYoP6oiIjMAlyYmIyCx6YpCtPBERkVbsCxmKD+qIiIzABKpERGQWLiZBRERmYl/IUMxRR0RERERERERE5Ac4oi7IqeWOkMtXp5TDTswdJ/SRv1hVProeTbaJu3Y3seelU2vLbljr7SFJZSfNVyfHnjcP6IHtTuXced1EhiiH9o8+uNIRGchf72+WLOt3QZLXzZaXTsoxf5t9/8uY6HTuhLWp4rYt7xwAvPz/pluPQ3Icv9mPV+Wem/dne466Bln247Y8efM+tB93yGcHaz67ZdI2SfLpSXPTyVGLvRT87H9fXTOmQj0xyFaeyEPevm+p5Vx1zEfnXEaNUp+nHax53xxyxW2S1ivTljaSNtjy3W2Sz4Fn691Y2iq1VSZfnEJd2WJuPHuOOqXXJUfM1yebl06dv+bFJROwL2QoPqgjIjLCdShkk3ezLBERkVZ6YpCtPBERkVbsCxmKD+qIiIzABKpERGQWLiZBRERmYl/IUHxQFySUhh2rDUH2ZHi4HMeh1bZ9fST7nOtXvGbV1FlIps4qDd0WTs4BAOxpOkfcJ50GK7usOodmE1GQ0nt/89b90ZN6xamxSvd9oWpq6YfyH9deWhstbotTVrfaj9umuzrob9+82LmOuL1MZpqtlG2arHDB3pb5Q+1TdrFvtlOdDSxT7O2TTOml6sn277ywsBDR0a+a3Boi/+TJ3/NqKXw8STngMOXVRXnpFFTpdFFxOqk0XM10fg1KbZXtKylcC5ucT3WYxirTflXZkr5kGxfneVovEbmND+qIiIzAvAxERGQW5qgjIiIzsS9kKD6oIyIyApckJyIis+iJQbbyREREWrEvZCg+qCMiMoKeJKhMoEpERHrojSOMQ0REpAf7Qobig7pqTi6vQA9slz1XzAH3rT3hQg9pPrnmc6qOz5HUb0/EI+ZjOGk/jj/ZNy1ivrnD9p2SfHfSHHQWi6SOKrvRx2mfJzn4mMOOiAKV3nuWL+55ajmBhM7O+2YJZU7lsc8eV5RywInlnrTXJeatA/Dyk9Otdd4uSRaX5Xz9+bcvtLdvhT32zarKd/cypttPHiop2MXa1gaYAjmMN0TVW1FREVJSUhAVFYXy8nKUlpZi8eLFiIyMlD2/pKQEkydPxk033YRff/0VCxcuxF133eXjVvsHpbxuDjnc1FSd65DLzZPyNptUrj9QPtebxXZ9D9ovZErKS3LfqeXxc5e0frm6jMj9R0TuM+1BHQMUEQWVCmjPy8Dh3kREpIeeGGQrTz6TkpKC+Ph4TJ06FQAwadIkLFiwAPPnz5c9f9iwYejfvz+GDRuGnJwc9OvXD9nZ2QgPD/dls4mIlGmNQ//bAJxba3RrAp6ekK6LLUAtWrQIixcvRmVlJRYsWKB4/rBhw5CQkIC33noLKSkp6NevH65f5xhJIvIT5Tq/iIiItNIbgxiHfGrv3r0OAw6aN2+O48ePy56bnZ2N7du3Y8iQIeK5FosF69at80lbiYjcojX21B8MtMwwo8V+zbQRdXv37kX37t3Fn5s3b44dO3bInmsLUP/85z/Fc20BatiwYT5pr7e4O0TYW9Nk5OrdYzkse65tvwVzJGWcp5tKp8PuURl6bcmx1yWd2uqqfdYfnK+rVE62vAwO0yZdygFYVM9SLktkArNjkOw19kmmCnW2Tz2dD+f7+m0fFth/kJSbgDoAHKfDzpfELtxuPVe4YP9P6zANVry+5IcL9s35WQudzsU+yXYXmdjn8LqcDxPpoicG2cqTz7Ro0QLLli3DwIEDERISgsOHD2PcuHGy527duhWNGzd2mHXUsmVLfPTRRwHfD1KjFnu0/m0vN83Tse+gr88g1qUwndV2fYcprA5TW1VirpZpvgrTbO1tkb+mJ9dnXypw2H/f14yrlH0hQ5k2os4WoCorKwFAc4AiIiIiIiIKFEuXLsWPP/6IYcOG4auvvsKAAQPQq1cv2XNzc3NRt25dh30xMTH47rvvfNFUIiIygWkP6rwdoJo2bYq4uDjExcVh6dKlhradiMhJOawrFmn54qdIRESkh54YxDjkcw0aNMD69esRHR2N3r17iwMX5BQUFCA2NtZhX2RkJEpKShTLsB9ERD7HvpChTJv6agtQGRkZ6N27N9asWaN4rpYAdfLkSURFRRnWXjlGTAXyxhBhabts00nlVkR1q02SFV7tq7LKX0s4CadrWSQruNraIrdiq7ScdNVZpRWGbHVJp+nKDdPWsuoRkSYV0D7cm0m8ySTuxiBvxTi5OCrdZ9mnUl46XVUy3bTBvt+sdQ61/6d8ea1khVZYV221ZNnLz+o8Q9y2TW21SFaCnfWkpLzcKngyq8ZyGhD5jJ4YZCtPPnPy5EkcOHAAqampaN26NZKSkrBt2zYkJiY6nRsbG4uioiKHfVevXkVMTIzL+r3dDzKC3qmtcnW5szqpHE9WL9V7LdVV0D1YydUi8/9evl7PX7+rNlJgs/1eCwsLER39qjGVsi9kKNNG1EkD1JIlS5CUlIRPPvlE9tzY2FiUlpY67FMLUEREPsUk3kREZBYuJhFQxowZg4SEBHF70qRJSE5Olj03Pj4e+fn5Dvvy8vJw//33e72dRERuYwwylGkP6higiIiIiIioujl27BgiIiLEn0ePHo1z587Jnjto0CAcP37cYdBCbm4u+vRxf7YMEREFFtMe1DFAEVFQ4adIRERkFo6oCyi9evXCzp07xZ9PnTqFvn37ij8/8cQTWLduHQCgdevW6NSpEz7++GMAwNGjRxESEoLBgwf7ttFERK4wBhnKtBx1tgDVrFkzAPIBatCgQRg6dKhDgHr88cf9JkD5cs6+1uXHPalXNt+CTF46JfZz5fMaqOVjsJHmnYNgfxgrW06Qf1hry3PHvArkM+UABNWz5DEvA/kpuZw4Rt5XtdQldJbf75DPzpavTrD/p5wvzTcnyUdnP77Qqfwsocz9hkly5KmVY/4fMpyeGAQwDvlYWloakpOTMXv2bNSqVQuXLl1CamqqePzs2bPIy8sTf167di2mTJmC/fv3Iz8/Hzt27EBoaKgZTTeUt+OJkfVryaenlFdOU7sGSnJxZ0qucaRqXxvPq1TiyWtRy31H1Qj7QoYy7UEdAxQRBRU9AYbByeeKioqQkpKCqKgolJeXo7S0FIsXL0ZkZKTs+SUlJZg8eTJuuukm/Prrr1i4cCHuuusuH7eaiEiB3jjCOORT0dHRWLlypeLxw4cPO/xct25dlwvvERGZjn0hQ5n2oI4BioiIzJKSkoL4+HhMnToVADBp0iQsWLAA8+fPlz1/2LBh6N+/P4YNG4acnBz069cP2dnZCA8P92WziYiIiIgoyJn2oI78j+ow7m+t6y1Lp8M+IrRzKrP7276SnyTDtJtby0mXEZerH7DXLx1mLb3Wbnien5BTjcirONw7oOzduxfdu3cXf27evDl27Nghe252dja2b9+Of/7zn+K5FosF69atw7Bhw3zSXrOo3SstkumkSlNSXXkZ9imo8y1VeWslU1ilddqmtkqvKZ1uKm3rJeGNqnNlpsMC9v+r0n2S69qmrkqnw0rbMr8qxYPD6/cgrjAGkeE49ZXIJUuSfVs6dVSOlqmt3pp6q5Y6SG7KqydpK9xNTcS4RarYFzKUaYtJEBEFFSZQDSgtWrTAsmXLUFlZCcA6invcuHGy527duhWNGzd2mBbbsmVLfPTRRz5pKxGRKi4mQUREZmIMMhQf1BERGaEcwHWNXwxOPrd06VL8+OOPGDZsGL766isMGDAAvXr1kj03NzcXdevWddgXExOD7777TrH+pk2bIi4uDnFxcVi6dKmhbScicqInBjEOERGRXuwLGYoP6oiIqNpp0KAB1q9fj+joaPTu3VscWSenoKAAsbGxDvsiIyNRUlKiWObkyZM4f/48zp8/L+bBIyIiIiIiUsMcdSbwJG+Aljr11tUD28XtPRb7oh6CYJt0br+WNB9djybbrBtNJJPTv5UkpDtu3a84db2Jc/3S1+Lwvgmuc9TJ5bBjbgXyqgpoz8ug/IyIvOTkyZM4cOAAUlNT0bp1ayQlJWHbtm1ITEx0Ojc2NhZFRUUO+65evYqYmBhfNddvaclL5xiv7Dng5qn9/+niHDuVNMj6zVq/tH0y8cSWiw4A5jm0sSpfniQeWfbJ5B9SeP3u5vwhMoyeGAQwDlHQk8tLp7f/5It7vL+2y13MEV6NsC9kKI6oIyIyAvMyBJQxY8YgISFB3J40aRKSk5Nlz42Pj0d+fr7Dvry8PNx///1ebycRkVuYo46IiMzEGGQoPqgjIjICg1NAOXbsGCIiIsSfR48ejXPnzsmeO2jQIBw/fhylpaXivtzcXPTp4/nq00REXsEHdUREZCbGIENx6qsXKQ319cawX7U6PRl27DBtVGaKqUP5b+fIl6siTocFsMc2FeikvYyl6RzcSGm6K4dLE5FRevXqhZ07d6JZs2YAgFOnTqFvX/tU/ieeeAKDBg3C0KFD0bp1a3Tq1Akff/wxHn/8cRw9ehQhISEYPHiwWc03lZFThbSkglA6Lq3LNqXVkmWfWiudpmqrQ1pGbertrM4zJOcudCrvSZxnbCMiMp/W+6+W9AZG3veNrMvd8pYkyQ+b3L8+YxyRNnxQR0RkhOvQPkaZeRl8Li0tDcnJyZg9ezZq1aqFS5cuITU1VTx+9uxZ5OXliT+vXbsWU6ZMwf79+5Gfn48dO3YgNDTUjKYTETnTE4MAxiEiItKHfSFD8UEdEZERKqE9gaqeBOCkSXR0NFauXKl4/PDhww4/161bF2vWrPF2s4iItNETg6CzLBEREftChuKDOiIiI5QDsKieJY/BiYiI9NATgwDGISIi0od9IUPxQZ0X+dOcfCPa0gPbAQB7LPaRJoIg+V/Vwvo/05IzR74NVbnppHnpPMlVJJePgXl+iIg848l9Uy4Pj5H3Wk9yuWGf87lKx+eL7XZ9fVsuOwB4GfYcdIItB12W/dz5ku15knx3sm2Ra3MX+fddS64jIqLqxp/ulXrzs6rxxz6PkCn9yXe5/YiqKz6oIyIyAj9FIiIis3BEHRERmYl9IUPxQR0RkRGug8GJiIjMoScGAYxDRESkD/tChrIIgtrEkMBSWFiI6OhoFBQUICoqSlddZg0xNntos5S0LY8I7QDcOPVV3/Qdb71Wd9viT+81+Z4R9wtbHUABYNF4zxEKARhz3yJzGRmDPOEP9zK9U1o0xRDJdFShs8x+hemmrq7vQDJ1VZCZ7qpU3l+mKpH/03vPMCQGAYxDQcKsGEREgYl9If+lZyF3IiIiIiIiIiIiMginvhIRGSWoxicTEVFAYQwiIiIzMQ4Zhg/qXPDGVEx36vWn6TFqU1vlXpdtdVgA2I0+HtevdFxKbYqUu9OOtNZPRORPzJ7uakQbtEwXdZju6kEMcXV9d7i7Gq4vUkEwXhERaaN03/X3+yrTKpBe9n9D10xtBynj1FciIiIiIiIiIiI/wAd1REREREREREREfoAP6oiIiIiIiIiIiPyARRCEoEr5x2XJtXM3H4MnOei0XF9KLR+eUnnmayB3GLskeT4ArfecQgB1ed8KAsEWg4zM0yN3j5dSu4Ylq+q8zq6PK52jFiNexgxxex4WumyL7PUZg0gDvfcMY2IQwDgUHIItBpH/Y+wLbOwL+S8uJkFEZIjyqi+tZYmIiLTSE4Ns5YmIiLRiX8hInPpKRERERERERETkBziiLgB5MsRY77QluWvtsRy2nyC4nvqqZZqsJ9NdlcrJ4dBs8q7rVV9ayxKZR+n+aOS9Um9dSlNe3T2Ofa6vPz/LPt11fhfn2KkWQ/TGIMYo0kdPDLKVJyLyDOMV2bEvZCQ+qCMiMgSHexMRkVk49ZWIiMzEvpCR+KCOiMgQ5dD+aRCDExER6aEnBtnKExERacW+kJGYo46IiIiIiIiIiMgPcESdH5LLUyPd5wlP8ga4m3PHk5w97ual8+T6Wumti/mDyDXmZaDAFQz3NNUccmo57Lroy0GnSiVHXjD8DshMzFFHwYF/bxMFKvaFjMQHdUREhmBeBiIiMgtz1BERkZnYFzISH9QRERmCeRmIiMgszFFHRERmYl/ISKY9qBswYAC2bNnisC82NhaXL192OvfQoUN46623cM899+Cnn37C448/jqSkJF811ee8PQVUL0+GpHt7+Lovh8f70++AiCjQ2O7XntxLPbnHa6lXWkYurYOh933J1FownhBVa+wHKePf20REJj2oy8vLQ35+Pt555x3cfPPNAICjR4+ioKDA6dzi4mIkJSXh0KFDuO2223D16lXEx8fjgQceQJMmTXzddCIiBRzuTUREZuHU10DBfhARBSf2hYxkyoO6M2fOYNeuXbjpppvEfc8995zsp0O5ubkoLCxE/fr1AQA33XQT7rrrLpw8eZIBioj8CBOoEhGRWbiYRKBgP4iIghP7QkYKMeOif/jDHxyCEwDs2bMHPXv2dDq3cePGuH79OjIyMgAAv//+O65fvy57LhGRecp1fhEREWmlNwYxDvkK+0FEFJwYg4zkF4tJZGdn44EHHkBkZKTTsZiYGKxcuRJjx45FVFQUfv31V2zZskUcKq4kOjoOd9wRBQCYOnUqpk6d6pW2V0ee5I7QmzPIyPqJiMgzRuZq01KH3usq5bgzMt+d2rX01ElEwc8b/aCmTZvCYrEAYD+IiCgQ+cWDuk2bNrlMivrUU0+hsLAQb7/9Nq5evYq+ffu6UetEnD+/yLhGEhG5xJWOiIjILFz1NVB5ox908uRJREVFGdlMIiIV7AsZyZSprzfasWMH+vTpo3h8yZIl6NGjB3bu3InatWuje/fuKCoq8mELiYjUcLg3ERGZhVNfAxX7QUQUHBiDjGT6iLpTp04hLi4OtWrVUjz+wQcfIDk5GQCwceNGNG/eHO+++y6ef/55xXoLCl7ySnu9RW3KTLBdV47Z1yfShwlUKTB4ct8P9Puyke3XMrVVqYw/xV4KFlxMIhB5qx9EROR77AsZyfQRdZmZmRg4cKDi8ZycHISF2Z8nRkVFYfDgwTh37pwvmkdERERERGQ49oOIiEiO6Q/qPvroI/Tv31/8uby8HAkJCdi3bx8AoFOnTjh79qxDQDp16pTLIeJERL7H4d5ERGQWTn0NROwHEVHwYAwykqlTX8+fP4+bb74Zt9xyi7ivoqICP/30E65cuQIAuO222/DRRx8hJSUFLVu2xG+//YZBgwbh0UcfNavZXmHW1BdOuSEyChOoUmAw+74fqNM+zVi1lsh9XEwi0LAfRETBhX0hI5n6oC4uLg67du1y2BcZGek0nPvhhx/Gww8/7MumERF5SM+nQQxORESkh94RCYxDvsZ+EBEFF/aFjGT61FciIiJfGzBgACwWi8OXdFSD1KFDh/DMM89g9uzZGD58ODIzM33cWiIiIiIiqi5MX/WViCg4cKWjQJGXl4f8/Hy88847uPnmmwEAR48eRUFBgdO5xcXFSEpKwqFDh3Dbbbfh6tWriI+PxwMPPIAmTZr4uulERAq46isREZmJfSEj8UGdjwRqTh4icheDU6A4c+YMdu3ahZtuuknc99xzzyEpKcnp3NzcXBQWFqJ+/foAgJtuugl33XUXTp48yQd1HrLFQSNjYKDG1kBqKwUKPqgjqi4CNfZRsGNfyEic+kpEZAiudBQo/vCHPzg8pAOAPXv2oGfPnk7nNm7cGNevX0dGRgYA4Pfff8f169dlzyUiMg9XfSUiIjMxBhmJI+qIiKhay87OxgMPPIDIyEinYzExMVi5ciXGjh2LqKgo/Prrr9iyZYs4ZZaIiIiIiMhIfFDnIxyWbD4OEyfv4pLkgWrTpk2y015tnnrqKRQWFuLtt9/G1atX0bdvX9U6mzZtCovFAgCYOnUqpk6dalh7A4m377u8lxPZ6IlBtvJEFAgY+8g/sS9kJD6oIyIyBJckD1Q7duzAtGnTFI8vWbIEjz/+OEaOHIl+/fqhe/fu+M9//oNatWopljl58iSioqK80VwiIhl6pw4xDhERkR7sCxmJD+qIiAxxHdpvqd5LoJqamoqIiAhcuHABkydPRp06dbx2rUB06tQpxMXFKT50O3XqFD744AMkJycDADZu3IjmzZvj3XffxfPPP+/LphIRuaAnBtnKG48xiIiouvC/vlAgxyAuJkFEFKSOHDmC7OxsjB07FomJiZg7d656oWomMzMTAwcOVDyek5ODsDD7Hx1RUVEYPHgwzp0754vmEREFLMYgIiIyS6DHID6oo//P3r3Hx3TmfwD/TCISEQmRUiQucSsNopeliNtqU0RXlapt61LarVKWpuXXdqmUqmV169Zt69ayVIO6W6VFtFRpUW3c74oSl0QSguT8/ji3Z8yZTGbmTGaS+bxfL6958pzbMzMx3zkn5/t9/IYkjdX+EZnP92Y6WrFiBe6//34AQHx8PFasWOGR45Rkq1evxhNPPKH9fOfOHSQkJGDr1q0AgDZt2uDUqVNWF+YOHTqErl27FvtYSyJ+7hIVF9+b9ZUxiIjInzAGmYmpr0REpvC9AqoXLlxAnTp1AADBwcE4f/68R45TUp09exbly5dH5cqVtb78/HycPHkSV69eBQDce++9WL16NUaNGoVmzZrh2rVr6NmzJx599FFvDZuIyIDvTSbBGERE5E9861yopMcg3lHnpKlTp3p7CD6Dr4WOr4XOf18L3/orEgBUrVoVubm5AIDs7Gzcc889HjlOSRUdHY2NGzda9QUHB+PMmTPo3r271teyZUssWrQIo0aNwsSJE9GvXz+Pj81//x/J/Pn5+/NzB/j8Xed7d9QxBvkW/t+S8XXQ8bXQ8bUwA2OQmXihzkn8TwxYLONgsYzDa6+9Y9q+xH8lEX8vdHwtfEePHj2wZ88eAHKtNTHFk3ybv/8/8vXn78l45evP3dP8/fmXJoxBvoX/t2S+8Dr4yjmPL7wWvoKvRelT0mMQU1+JiExxG0CgG9sWLiMjA5MmTUJOTg5mzZpltWzixIk4fvw4cnNzMXDgQHTs2BEA0Lx5c9x3332YM2cOTp06hfHjx7s4PiIi8m3uxCB1e/sYg4iIqHCeOxfyxxhU6i7USZIEAMjKyvLY/j2175LjptZy/7W4adNTEl9f/l7oStJroY5T/dxwTw5cv207r9Clt2/fxnfffYeVK1eiVatWVstmzJiBI0eOYO7cubh58ybi4+Oxdu1a1K1bFwCQnJzs4pjIFWbFoJL0/8gTfP/5y7HLE2P0/efuWf72/M2LQ+7EIKCwOMQYVHIUFoP87f+WPb7xOnguhjjDN14L3+Cvr0VJOBfy1xhkkcx5V3zG2bNnERMT4+1hEFEJcubMGURHR7u07c2bN1GnTh1cuHDBrTFUqFABFy9eREhIiN11nn32WQQFBWH+/PkAgFu3bqF69epYtmwZ2rVrBwAYPnw4rl+/jrlz57o1HnINYxARucLVOGRWDAIcxyHGIN/HGERErigJ50L+FoNK3R111atXx5kzZ1ChQgVYLBZvD4eIfJgkSbh+/TqqV6/u8j5CQkJw4sQJ3Lp1y62xlC1bttCLdAAQFBRk9fP333+Py5cvIy4uTutr1qwZRo8e7dZYyHWMQUTkDHfjkFkxCHAchxiDfB9jEBE5oySdC/lbDCp1F+oCAgJcvhpMRP4nIiLC7X2EhIQ4vMjmCenp6QgICEClSpW0vkqVKuHSpUu4evWqVT8VD8YgInKWu3GIMYhUjEFE5KySei5U2mMQZ30lIiqhMjMzUbFiRQQE6B/lwcHBAKBNR05EROQJjEFEROQtpT0G8UIdEVEJFRkZibw86+KrN27cAIAS/1ckIiLybYxBRETkLaU9BvFCHRFRCVW3bl3k5OTg5k199uRLly4hOjoaoaGhXhwZERGVdoxBRETkLaU9BvFCHRFRCdW+fXtERUVh165dWl96ejq6du3qxVEREZE/YAwiIiJvKe0xiBfq3PTGG2+gf//+3h6G12zevBlNmzZFeHg4OnfujJMnT3p7SMVu4sSJePHFF/Hss8/i22+/9fZwvObUqVNITExEhQoV0Lx5c2zevNnbQyp18vPzUVBQoP0cFBSEESNGYPny5QCAnJwcbNy4sdTMdkQ6f4w1/hhf/DmeMIb4Psag0sUf44rKH+PL3fw53qgYd0oWf4tBFkmSJG8PoqTavn07EhMT8dRTT2H+/PneHk6xO3fuHJ566im8+OKLyMnJwbhx41C1alXs27cPZcqUugmFDc2YMQM///wz5s6di5s3byI+Ph5r165F3bp1vT20YiVJEhITE/Hoo4/i3nvvxb/+9S8cOXIEv/zyi9+9Fp6yZMkSvPHGGwgICMA///lP9OrVC4ActEaPHo1bt24hMzMTL774Ilq3bu3l0ZKZ/DHW+GN88ed4whji+xiDShd/jCsqf4wvd/PneKNi3ClZ/DEG8UKdi3Jzc/Hiiy/CYrGgTJkyfhfkAGDhwoV4/PHHERUVBQBYt24dunbtir1796JZs2ZeHp3n3bp1C9WrV8eyZcvQrl07AMDw4cNx/fp1zJ0718ujK1779+/HxYsX8ec//xkAcPHiRcTGxmLChAkYPny4l0dHVHL5a6zxt/ji7/GEMYSo+PhrXFH5W3y5m7/HGxXjDvk6pr66KCUlBW+//bbf/OXFyNNPP60FOUDOEwf0aZFLu++//x6XL19GXFyc1tesWTOsWbPGi6PyjoYNG2qBDgCqVKmCxo0b+83vApGn+Gus8bf44u/xhDGEqPj4a1xR+Vt8uZu/xxsV4w75Ol6oc8HWrVtRtWpVNGrUyNtD8aqyZcta/XzhwgXcf//9uO+++7w0ouKVnp6OgIAAq+mfK1WqhEuXLuHq1ateHFnxu/t3AQCuXr2KpKQkL4yGqHTw51jjb/HF3+MJYwhR8fDnuKLyt/hyN3+PNyrGHfJ1/vmnlEK89tpr2Ldvn93lf//735Gamop58+YV46i8oyivhfhhtnDhQkyePLk4huYTMjMzUbFiRQQE6Ne71b/C5ObmWgVAf5OWloYePXogOjra20Mh8kn+HmsYX6wxnlhjDCFynr/HFRXjS+EYb4wx7pCv4YW6u/zrX/8qdPnrr7+OsWPHWn24lVaOXgvR6dOnkZeXh86dO3twRL4lMjISeXl5Vn03btwAAL8NcgBw+/ZtLF68GP/+97+9PRQin+XvsYbxxRrjiY4xhMg1/h5XVIwvhWO8scW4Q76Ik0k4yWKx2F3mry/ljRs3kJKSgpSUFAQFBXl7OMVm48aNeOyxx3Djxg2EhIQAAP7zn/9gwoQJOHPmjJdH5z3vv/8+nn32WcTExHh7KEQlFmONzF/iC+OJjjGEyDMYV6z5S3y5G+ONLcYd8kW8o85Je/bssfp5zJgxAOTCrP4oPz8f77//PkaPHq0FuZycHJQvX97LI/O89u3bIyoqCrt27UJCQgIAue5D165dvTwy75k9ezYef/xxLdDl5eWhTJkyCAwM9PLIiEoWxhr/ii+MJzLGECLPYVzR+VN8uRvjjTXGHfJVvFDnpPj4eKufIyMjDfv9QX5+Pl566SW0adMGO3bsACBPbX3w4EG89957Xh6d5wUFBWHEiBFYvnw5EhISkJOTg40bN2L9+vXeHppXzJo1C2fPnkV0dDT+97//ITc3F1999RU+++wzbw+NqMTx91jjb/GF8YQxhMjT/D2uqPwtvtyN8UbHuEO+jKmvburfvz8AYP78+V4dhzf069cPn3/+uU3/smXL0KNHDy+MqPjl5+dj9OjRuHXrFjIzM/Hiiy+idevW3h5WsZs7dy4GDhxo0//qq69i2rRpXhgRUenib7HGH+OLP8cTxhCi4udvcUXlj/Hlbv4cb1SMO+TreKGOiIiIiIiIiIjIB5TuaX+IiIiIiIiIiIhKCF6oIyIiIiIiIiIi8gG8UEdEREREREREROQDeKGOiIiIiIiIiIjIB/BCHRERERERERERkQ/ghToiIiIiIiIiIiIfwAt1REREREREREREPoAX6oiIiIiIiIiIiHwAL9SR13z33XdISkqCxWJB586dsXr16mI57rFjx/CXv/wFPXr0QLNmzWCxWBAVFQUAuHr1KmbOnIny5cujTp066N+/P/r374+nn34akZGR+Pe//429e/di4MCBsFgsaN68OZ555hnEx8ejc+fO2LdvX7E8ByIicg9jEBEReQtjEBEVSiLyovXr10sApJ9//rlYjnfr1i2pfv360urVq7W+//znP1JUVJTVeq1atZJ69+5t1Xfy5Enp448/liRJkg4ePCgBkNavXy9JkiRlZ2dL8fHxUmRkpJSRkeHhZ0FERGZgDCIiIm9hDCIie3hHHXlVSEgIAKBcuXLFcrzffvsNR44cQevWrbW+v/3tb2jfvr3VekFBQTbb1qpVC88//zwAIDg42GpZ+fLl0bdvX1y5cgVbt241f+BERGQ6xiAiIvIWxiAisqeMtwdAVBQff/wxDh48iLNnzyIvLw8fffQRatSoAQC4ceMGRo0ahdq1a+P48eMYNmwYGjRoYLifyMhIAMALL7yABQsWICwsDADQtWvXQo//22+/4fbt24iPj7e7zrVr1wAAVatWdfLZERGRL2MMIiIib2EMIvI/vKOOfN7ixYuxefNmfPDBB0hNTcU999yDpKQkSJIEABg3bhwuXbqEkSNHYty4cWjTpg0eeeQR/Oc//7HZV82aNfHGG29gxYoVuP/++5GamgoA6N+/f6Fj2LBhQ6HLf/jhB0ybNg29e/e2+isVERGVbIxBRETkLYxBRP6JF+rI502YMAHdunXTfh45ciT27t2L9evXAwDWrVuHOnXqAAAqV66Me++9F08++SRefvllw/1NmjQJn3/+OXJzc/H000+jXbt2OHz4sM163333Hbp3744uXbrg7bffNtzXJ598gjZt2qBjx45YuHAhFi9e7O7TJSIiH8IYRERE3sIYROSfeKGOfNq1a9fw22+/ITw8XOtr3LgxgoKCsHfvXgBAVFQUMjIytOWhoaH4/fffC93v888/j8OHD2PIkCH4/vvv0aJFC5w4ccJqnTZt2mDFihVYt24dvvnmG5QtW9ZmP08//TRmzJiBO3fu4MCBA7BYLG48WyIi8iWMQURE5C2MQUT+ixfqyGcVFBRo7YsXL2ptdRpxNWC8++672LZtG3Jzc5GZmYlDhw6hZ8+ehvs8ceIEtm/fDgCoVKkSZsyYgaVLl+LatWv45JNP7I7lkUceQePGjQ2XxcfH4//+7//wj3/8A4cOHXL6eRIRke9hDCIiIm9hDCLyb7xQRz5ryZIlqFixIurWrYu0tDSrZdeuXUO7du0AADExMahXrx6mTJmC6dOnY9WqVUhISDDcZ35+PtatW2fV1717d9SvX98qIDrr7bffRsOGDTFgwADk5+e7vB8iIvINjEFEROQtjEFE/o0X6sir8vLyAAA5OTlW/fv378eePXsAAP/3f/+H5cuX4/Tp0wCATZs2oXXr1nj44Ye15RUrVkT9+vXRsGFDXLt2zeovT3f797//je+++077+dChQ/jjjz/wzDPPWI3rzp07DsetPgYFBWHevHnYtWsXxo4dW+TnT0RE3sMYRERE3sIYRER2SUResm3bNqlLly4SACkmJkbq2LGj1LFjR+mBBx6QypQpIy1fvlxbd+LEiVLz5s2ll19+WRo8eLB09epVbdl///tfKTIyUipfvrwUEBAgAZDCw8OlQ4cO2RzzyJEjEgDJYrFIrVu3lnr06CG1b99e2rhxoyRJknTlyhVp1qxZUkhIiBQZGSl98skn0vXr1632sWfPHqlv374SAKlt27bSli1btGVjxoyRAEh9+vSRfvjhB5NfMSIiMgtjEBEReQtjEBEVxiJJytzORCXUm2++iZEjRyIqKgoAcOvWLWzbtg179uxBcnKyl0dHRESlGWMQERF5C2MQUelUxtsDIHLH3r17sXv3bi04AUDZsmURExOD69eve3FkRERU2jEGERGRtzAGEZVerFFHJVpGRga2bt2KDz/8EGfPnsX169exY8cO/Oc//8ETTzzh7eEREVEpxhhERETewhhEVHox9ZVKvIULF2LKlCk4dOgQIiMj0bt3b6SkpCAsLMzbQyMiolKOMYiIiLyFMYiodOKFOiIiIiIiIiIiIh/A1FciIiIiIiIiIiIfwAt1REREREREREREPoAX6oiIiIiIiIiIiHwAL9QRERERERERERH5AF6oIyIiIiIiIiIi8gG8UEdEREREREREROQDeKGOiIiIiIiIiIjIB/BCHRERERERERERkQ/ghToiIiIiIiIiIiIfwAt1REREREREREREPoAX6oiIiIiIiIiIiHwAL9QRERERERERERH5AF6oIyIiIiIiIiIi8gG8UEdEREREREREROQDeKGOiIiIiIiIiIjIB/BCHRERERERERERkQ/ghToiIiIiIiIiIiIfwAt1RMVg1apVaNWqFdq2bYtWrVphzJgxuHXrVqHbrFu3DhaLxfDf1KlTi2nkRERU0q1evRqtW7dGq1at0LRpU6SmpjrcJj8/H5MmTULdunVRrlw5tGnTBjt37iyG0RIRUWniSgwCXDt/IioteKGOvOrSpUvo06cP6tevj8DAQAwZMqTQ9RcvXozAwEDExMSgZ8+eWL9+fTGN1HWbNm1C37598emnnyItLQ1btmzB7t27MWLEiEK3W7BgAUJCQlC3bl00bNhQ+2exWJCUlFRMoyciKr38IQatX78e/fv3x2effYbt27fjk08+Qb9+/bBs2bJCt3v//fdx5swZ/Pe//8V///tf/P777+jUqRNOnjxZPAMnIirlGIPsc/X8iai04IU68oirV69i0aJFDte75557sHjxYjz++ON49NFHkZ6ebnfdU6dOIS0tDQUFBZgzZw6WLl2Kzp07mzlsj5g7dy46duyI+++/HwBQtmxZ/O1vfyv09bl+/TrKlCmDS5cu4ejRozh48CAOHjyIlStXIi4uDg0aNCiu4RMRlTiMQTJJkjBy5Ej06dMH9erVAwC0bNkSzz77LF599VW7dybk5+cjJycHM2bMQMuWLdGjRw+sXr0aN27cwAcffFCcT4GIqMRhDJK5GoMA186fiEoTXqgjU506dQojRozA008/jfDw8CJvl5mZiQcffBBHjhwxXC5JEhYtWoSqVasiODgYCQkJNuts3boVjz/+OFatWgVJklx+Dma7desWfv31V+Tn51v11a5d2+42N27cwMcff4ywsDCr/tTUVDz11FOeGioRUYnGGGTt1KlTOHjwIGJiYqz6u3TpgvPnz+Pbb7813O769esYNmyYVV9cXBwaNmxo9zUiIvJ3jEHWXI1BgGvnT0SlCS/UkSl+/vlnPPvssxgxYgR69OiBjRs3Fjk989SpU6hTpw7q16+Pc+fOITc312adBQsW4Nlnn8U333yD1q1bo1y5cjbrtGvXDosWLcIvv/yC9u3bY/bs2cjLy3P7ubmrX79+OHLkCN544w2tb9GiRfjwww/tblOlShWEhoba9KempqJnz54eGScRUUnFGGQsIyMDAPDHH39Y9UdHRwOA3bs3KlasiHvvvdemv1y5cjxJIiK6C2OQMVdjEODa+RNRaVLG2wOgku1///sfpk+fjnvvvRdvv/02GjVq5PQ+Nm3ahE6dOsFisUCSJBw9ehRNmzbVlh89ehRly5ZFZGQkdu7ciZSUFLv7ioyMxNtvv43k5GR89tlnePTRR/H4449j8ODBqFSpktNjS0lJKfSvParPP/8cNWvWNFzWrVs3jB07FuPGjcO1a9fQrFkzvPPOO2jWrJlTYzly5Ahu3bql3QJOROTvGINk9mJQvXr1EBgYiM2bN1v15+TkAAAKCgqKPJacnBz8+uuv+Pe//13kbYiISjPGIJknYpBZ509EJZZE5KRbt25Jn332mZSQkCCNHj1aOnfunFv7e/HFF6Vbt25JFy5ckABIS5cu1Zbl5+dLEyZMkCRJktasWSMBkHbt2lXkfefn50vLli2TOnXqJP3973+XTp486dZY3fHaa69JrVq1ksqXLy+tWrXK6e0nTJggvfXWWx4YGRFRycEY5JxXX31VAiB9+OGHkiRJ0tWrV6V+/fpJAKQvv/yyyPuZPn261LlzZ08Nk4ioRGAMco67Mcjd8yeikoqpr+SU77//Hg0aNMD58+exbt06TJw4EdWqVXN5f5Ik4c6dOwgKCkLVqlVRoUIFHD58WFs+f/589O/fH4D8F6fIyEg88MADRd5/QECAdgt6jx49MGLECDz33HPYu3evy2N2liRJGDJkCIYNG4ZvvvkGnTp10gpzO4Npr0Tk7xiDnPfBBx9g4sSJWLhwIbp06YIZM2bgzJkzCAgIwJ/+9Kci7ePKlSuYPn06Zs2a5eHREhH5LsYg57kag8w6fyIqqZj6Sk558MEH8frrr+PLL79EYGAgXnrpJaeKpd7tl19+sbq9u169eloh1fT0dERERKB69eoA5ADVoUMHBAS4dn05ISEBoaGhGD58OGbOnIlPP/3U4TZmpL5Onz4dV65c0Zanpqaic+fOGDx4MBITE1G2bFmH+z927Biys7MRHx/vcF0iotKKMchYYTEoMDAQo0ePxujRowHINYPee+89PPbYY6hVq5bDfUuShEGDBmHKlCmsT0dEfo0xyJgnYpAZ509EJZo3b+ejkis/P19KTU2VHn30Uen111+Xzp4969J+pkyZIu3fv1/7+emnn5batGkj3b59W3rvvfe0fvV28P/85z8uHWf9+vVSUlKSNHjwYOno0aMu7cNVDzzwgDR69GirvoMHD0oApD179hRpHxMnTpRGjRrlgdEREZU8jEGue+mll6SyZctKP//8c5HWHzNmjPTPf/7Tw6MiIio5GINcV9QYZMb5E1FJxtRXcklAQAB69uyJr7/+Gl27dsWrr76KF154Ab/99ptT+0lPT0dcXJz2c/369XHkyBHMnj0bAwcO1Pq/+eYbAECnTp2KvO/bt2/j888/R4cOHbBjxw7MmzcPs2bNQt26dZ0ao7tCQ0Nx7Ngxqz51Nr177rlH67t+/brdfaSmpuKpp57yzACJiEoYxiDX/Pe//8Wnn36KDz74AM2bN7daZhSDPvnkE1y8eBGvv/66Vf/Fixc9Ok4iIl/GGOQaZ2JQUc+fiEorXqgjt7Vr1w7Lly9HcnIypk6diieffNJmdh8jFy5csJk2vF69evjjjz9QrVo1VKlSRevfuHEjateuXaTgkpWVhSlTpqBTp064fv061q5di3HjxiEqKsr5J2eCv//971ixYgXS0tIAyGlEEydORO/evVGjRg0AwOTJk1GpUiXs2LHDZvsTJ07gypUrePjhh4t13EREJQFjkGPZ2dkYP348Xn75ZSxcuBCvvPKK1XKjGPTf//4Xc+fOxdChQ3Hw4EEcPHgQe/bsQXJyMk6cOFHcT4GIyCcxBjnmSgwqyvkTUanm7Vv6qPQ5d+6cNGrUKKlPnz52l3fv3l2qXLmyFBwcLHXp0kU6ffq0JEmS9OOPP0r9+vXT1n3rrbekrl27SmXLlpUqVqwoPf3009LGjRsN93vx4kXpjTfekP785z9LS5Yske7cuWP6c3PVggULpCZNmkgPP/yw1LFjR+nNN9+UcnNzteWffvqpVKlSJWnfvn02206aNEkaOXJkcQ6XiKjEYgyy9qc//Ulq2rSp9Le//U06fvy44Tp3x6Dly5dLgYGBEgCbf/fff39xDp+IqERhDLLmSgxSOTp/IirNLJIkSV69Ukhkkv379+Py5cto3769t4dCRER+hjGIiIi8hTGIqHThhToiIiIiIiIiIiIfwBp1REREREREREREPoAX6oiIiIiIiIiIiHwAL9QRERERERERERH5gDLeHoDZCgoKcO7cOVSoUAEWi8XbwyEiHyZJEq5fv47q1asjIMD1v1vcvHkTt27dcmssZcuWRUhIiFv7IO9jDCIiZ5gRh8yIQQDjUGnAGEREzuC5kO8qdRfqzp07h5iYGG8Pg4hKkDNnziA6OtqlbW/evIl7ypVDtptjuPfee3HixAkGqBKOMYiIXOFqHDIrBgGMQ6UBYxARuYLnQr6n1F2oq1ChAgD5ly08PNzLoyFfFxExUWtnZv6f08upZMvKykJMTIz2ueGKW7duIRvA6wCCXdxHHoDJFy7g1q1bDE4lHGMQ2cN4QkbcjUNmxCCAcai0YAwquRgjyBt4LuS7St2FOvU27/DwcAYoKgL9g8D498XRcioNzEgPCYb421J0vwLY5/bRyVcwBpF9jCdkn7txyNUYRKULY1BJxhhB3uPNcyEyVuou1JFvsVjGaW1JGmva9mJ/UfdvtC9XxkRkJEj556zmABoB4G8iUenGeEOe5GoMUuWbNRAicgljBJV0rsahXwDsNXcopQIv1BERmaAMXP9A5QcxERG5w50YpG5PRETkKlfj0AMAGgN4y9zhlHiMy0REJigD1+9muGPmQIiIyO+4E4MAxiEiInIPz4XM5focvERERERERERERGQa3lFHHuVuvQV727uy3+LahvwTU1+JiMhbmPpKRETexHMhc/E1ISIygTuFvHm7NxERucPdySQYh4iIyB08FzKX11Jfs7KyMGjQIAwePBiPP/445s2bZ3fd1NRU1K9fH5UqVcIzzzyDjIyMYhwpEZFjZdz8R0RE5Cp3YxDjUPFz5lxI9PTTT+Odd97x7OCIiJzEGGQur70mL7zwApKSktC/f3/k5OQgLi4OUVFR6Natm9V6e/fuxfTp0zF27FicPn0aEyZMwNWrV7FhwwYvjbxksVjGAWAKJxERERGRryjquZBoyZIlWLNmDRo3blyMI6WSRj3/A3gOSFRSeeVC3aFDh7Bs2TLMmjULAFC+fHn069cP48aNswlOO3fuxNdff42QkBAAQMWKFTFkyBBkZmYiIiKi2MdORGTEnZmObps5ECIi8jvuzvrKOFS8nDkXUv3xxx/YtGkT/vSnPxXnUImIioTnQubySurr/v37AQCSJGl9zZo1w88//4zs7GyrdQcMGKBdpAOA9u3bIzAwEGXK8AZJIvIdrt7mvRvAJ14YLxERlR5MfS1ZnDkXUr399tuYMGFCsYyPiMhZjEHm8sqFukqVKgEA9u3bZ9UvSZJNcCpbtqzVzxcuXEBiYiLKly9f6DEaNWqE6OhoREdHY+rUqSaMmojIviAX/yUAGO6F8RIRUenhagwS/1HxceZcCAAWLFiAxx9/HFWqVCmW8REROYsxyFxeuXjZunVr1K5dGykpKWjTpg0CAwOxdu1alC1bFlWrVi102y+++AITJ050eIwDBw4gPDzcrCGXWN6uS8AaCUREREREOmfOhX7//Xfs3LkTM2bMKPL+GzVqBIvFAgAYOXIkRo4caer4yT2eriHOcy6iks8rF+pCQkKwYcMGJCcno1OnTujYsSPS09PRpk0bLagY2bVrF+Li4tC0adNiHC0RkWPu/DWIf0UiIiJ3uHtHAuNQ8XLmXGjs2LGYPHmyU/vnDQtEVNx4LmQur6UDN2jQAKtWrQIgp7NOmTIFixYtsrt+RkYG1q5dy+nIicgnuVNfgXUZiIjIHe7W+GEcKn5FORc6deoU5syZgzlz5lj1b926FfPnz8fJkyeLa7hERIXiuZC5fOI1efPNN9GtWzf06NHDcHlOTg4+/PBDjBkzxqrPUZ068j5Ht16LqbFG23grddbTt6RT6ePOTEc+8UFMREXGGEG+xt1ZXxmHvMveuVC1atWwZ88eq75BgwbhoYcewrBhw4pziGQintNQacRzIXN5ZTIJ0bRp05CRkYH58+cDAO7cuYOEhARs3boVAJCbm4t+/fqhadOm+Oabb7B+/Xp8/PHH+Oijj7w4aiIiIiIiIvcUdi5UtmxZxMfHW/0LCwvDvffei8aNG3t34ERE5DFeuXiZnZ2NlStX4uDBg6hZsyZWrFiBgAD5mmF+fj5OnjyJq1evAgA6d+6MtLQ0LFu2zGofP/30U7GPm4jIHt7uTURE3sLU15LFmXMhIqKSwNU4tAXAN+YOpVTwSlwOCwvDs88+a7gsODgYZ86c0X5W76wjY5ZY+VE6LvR5KF3U0a3TrtxabbSuvfG78rzU1wewfo2KOi7OWktFxQKqRL7NzM9zV7Z39/iMR1QYTiZRsjhzLnS3LVu2eGhUVBoxXlBxcTUOPQqgFYBEc4dT4vEPaEREJuAddURE5C28o46IiLyJ50Lm8nqNOiIiIiIiIiIiIuLFSyIiU3CmIyIi8hbO+kpERN7EcyFz8TUp4Ypad02sbWO1vQv15OzVySlqvTlX6+w4Wtdov87UpXPlmI6OT/7D1du9vwaw3uSxEJEtT38uO4oB7tZ3ZVyhwjD1lYg8wZUa5OSfmPpqLr4mREQmcLWAalcA7QD8ydzhEBGRH+FkEkRE5E2cWM9crFFHRERERERERETkA3hHXSnkTMqNWfsXuZoC6ujWamfSijxxm7Yrxzd7DOS7eLs3ke9xteyDKzHE1c96xggyA1NfiUoPo9jlaqwwimfOnKcwRlFR8VzIXHxNiIhMwAKqRETkLZxMgoiIvInnQubia0JEZALWZSAiIm9hjToiIvImnguZizXqiIiIiIiIiIiIfADvqCuBzKxb4In92q0xF1v4cqN+ezUU3B2ru/UaiO7GugxExc8SqrelXNvljmqeOhOPHI7FiRjiqThO/ssXa9TduHEDAwYMwL59+xAbG4slS5YgLCzMA0ciKlmcqYPqSk1Vi6Xo29+9H2e2IRLxXMhcvKOOiMgEZQKBoDKu/SsT6O3RExFRSeZODPJUHEpLS8PMmTORnp6O8PBwzJs3z/yDEBGRT+C5kLl48ZKIyARlygBlLI7XM9xWApBv6nCIiMiPuBODAM/EocTERK3dsmVLVK5c2dwDEBGRz+C5kLl4oa4E8tTtyOp+jVJy7HFqeu/jyjZjhM6FQvuEsq86+n48lZbkabxlnIjIM4oSd7yR2urq574raU1EJc3JkycxZMgQbw+DqFg5VRKhlb19qNvb9rl6LKDwckKOuFrqgXGMqOiY+kpEZIKgQPf+UfHLysrCoEGDMHjwYDz++OOFpmWlpqaifv36qFSpEp555hlkZGQU40iJiArnbgzyZBxatWoV/v73v6NMGd4fQERUWvlqDCqpGDGJiEzg9u3eVOxeeOEFJCUloX///sjJyUFcXByioqLQrVs3q/X27t2L6dOnY+zYsTh9+jQmTJiAq1evYsOGDV4aORGRNVNSXz3g22+/RcOGDVGrVi2cO3cO1atX98yBiIjIq3guZC5eqCMiMkFQIBDk4j3KQQXmjoUcO3ToEJYtW4ZZs2YBAMqXL49+/fph3LhxNhfqdu7cia+//hohISEAgIoVK2LIkCHIzMxEREREsY+diOhu7sQgwHEcysjIwKRJk5CTk6N9bqomTpyI48ePIzc3FwMHDkTHjh0BALNnz0ZKSgqqVKmCgoICtGzZ0mZbIiIqHXguZC5eqPMyX6w9Yz29t21dAUus8XaOnothDQShHp3Wfs54G6P9ivXupBTb/drbXu23V5fB6Ln40ntEpUdqHrAoz9uj8D/79+8HAEhC0ZdmzZohJSUF2dnZCAsL0/oHDBiAsmXLaj+3b98egYGBpTaNy9P1ZIqlXk05g3hhFM8cxRgHMULkzHMxs6aPL36PoNLl9u3b+O6777By5Uq0amVdSGvGjBk4cuQI5s6di5s3byI+Ph5r165F3bp1MWjQIAwaNMhLoyayZmbsKernrqM6qfbPU8R1jbaH4bp3j8+ZYzk6/zMaf1EwNhG5hjXqiIjMEOjav16hwGe8KavYVapUCQCwb98+q35JkpCdnW3VJ16kA4ALFy4gMTER5cuXt7v/Ro0aITo6GtHR0Zg6dapJoyYissPFGGT1z46goCB0794dDz/8sFX/rVu38M4776Bfv34AgJCQECQmJmLChAlmPjMiIioJPBSD/FXpvB2AiKi4lYHrf/rg7d7FrnXr1qhduzZSUlLQpk0bBAYGYu3atShbtiyqVq1a6LZffPEFJk6cWOg6Bw4cQHh4uJlDJiKyz4UYNDVb/gcARSkPFBQUZPXz999/j8uXLyMuLk7ra9asGUaPHu3cQIiIqOTjuZCpeKHOy3wprajI6Z4nCk8ntTcWNR1VOl74ciwsfHwih2m6wu3gljTj7dzBKcdJw+BUooSEhGDDhg1ITk5Gp06d0LFjR6Snp6NNmzawGOWRKHbt2oW4uDg0bdq0GEdbvJ813t6/GSk3Uq7tvozSYQ37AFhCDfbp4dfF1feYsYcAuBSDRlaU/wFAVgEQcda57dPT0xEQEKDdoQzIdytfunQJV69eteon8jYzPyuNzjOMUlRdKWNg0/+K0vhI7BXW/VDZ7xf29qu2ip6GS6Wf/n7fNG+nPBcyFS/UERGRX2rQoAFWrVoFQE5nnTJlChYtWmR3/YyMDKxduxbvvPNOMY2QiMh3ZWZmomLFiggI0M/MgoODAQC5ubm8UEdERA6l5gKLcrw9Ct/DC3VERGbgX5FKtDfffBPdunVDjx49DJfn5OTgww8/xJgxY6z6CqtTR0RUbNyJQYBLcSgyMhJ5edazId24cQMAeJGOiMjfuBiHeoUDiWFAxEmzB1Sy8UKdn7B3O7NRmquraUeG/eKsrkrKrCXWzvbHbcfq1G3idQpPw5XaFr69K7fEM+WINAFgIdQSatq0acjIyMDixYsBAHfu3EGHDh0wfvx4tGvXDrm5uejXrx969+6Nb775BpIk4fTp07h+/TqSk5OLZYy++lnj7meo29uLKao3DPYlpLaq6bDica3KJxiku4rbW8UVNdVouJ1UIWU78Ziu4qyuVCReiEF169ZFTk4Obt68iZCQEADApUuXEB0djdBQo/9QRKWLUbprUThMMx0sfN6rKa+DheX3CcuHG8QzB/u3WMTzP/XR/Rjj7ozoVHzU9yUrKwsREe+bs1OeC5mKF+qIiMxQBq4HJ/sl0chDsrOzsXLlShw8eBA1a9bEihUrtPSt/Px8nDx5ElevXgUAdO7cGWlpaVi2bJnVPn766adiHzcRkSF3YhDgUhxq3749oqKisGvXLiQkJACQ69Z17drVjYEQEVGJxHMhU/FCHRER+Z2wsDA8++yzhsuCg4Nx5swZ7eetW7cW17CIiHxWfn6+1WQ7QUFBGDFiBJYvX46EhATk5ORg48aNWL9+vRdHSUREVPLxQh0RkRn4VyQiIvIWN2JQaiaw6Frh6yxZsgRpaWkICAhAamoqevXqBQAYNWoURo8ejeHDhyMzMxOzZ89G7dq1XRsIERGVXDwXMhUv1HmQvdo7rtRgcya/35m6cobqFL0unDP1ELQaeGOEzneF/ar9/xD2GSuse6LwugdG4xKPZbTcF+omsP5QKREI1mUg/2OvhpvC6HPNYW0ecV0HZa6sa8AZ1JsT6tZZeunLH1GKltqrcafVoBtt58D2atMZjsuWM/GIsYGKxI0Y1CsSSIwAIvbbX6d3797o3bu37WEDAzF58mTXDkzko1z5bi7cbOpy7TrNXqE92KDvPnFl5ZynldD1iDDuHbZjEmOQOm5Xz1VFjFd+judCpuKFOiIiM/CvSERE5C1eqFFHRESk4bmQqdyZyJ2IiIiIiIiIiIhMwjvqPMiMNBZHaUNF3ZeYQiodd3BMYblVitJW5Vh2UmMNU1vFMRj1C/sKG50BAMguP9P2mADQTthOSY+1Gp+wL+1YC23HZ7NdIctdvYXb0Xvk6i3l5MMCwU9U8hhXSiYUZV233XD+s87emBymxBpMJGmVurrGYN3BwrF+1ZuHCxrYbiOkzlZu/zsA4PK2GobLsVQZa0+9T0q1HZeYAiuO1SreGKTpihgjqEgYg0qcrKwsjBw5EkFBQThx4gR69+6NAQMGGK6bmpqKN998ExkZGUhMTMSMGTMQFRVVzCMmlaN4ZTG4O8h6G/Vz3agPQLLQfVZ+CJuSoXVl/0947x8xGMAOoa1MWG+VGiscyyhN1/qcyP56RFYYh0zltZfSmeB08eJFvPbaa6hUqRKys7Pxr3/9C5UqVSrmERMRFcKdugz88kNERO5wtzYQ41Cxe+GFF5CUlIT+/fsjJycHcXFxiIqKQrdu3azW27t3L6ZPn46xY8fi9OnTmDBhAq5evYoNGzZ4aeRERAZ4LmQqr12oK2pwKigoQFJSEqZMmYK2bdtizZo16NOnD/73v/95aeRERAbKgH9FIiIi72AMKlEOHTqEZcuWYdasWQCA8uXLo1+/fhg3bpzNudDOnTvx9ddfIyQkBABQsWJFDBkyBJmZmYiIiCj2sRMRGWIcMpVXatSpwalLly4ArIPT3b766itcunQJbdvKM7R17doVP/zwA9LS0op1zERERERERO7av1+eYlcS8gmbNWuGn3/+GdnZ2VbrDhgwQLtIBwDt27dHYGAgypThGTERUWnllU94e8EpJSUF2dnZCAsL0/pXrVqFuLg47WeLxYKmTZti9erV2sU7f+PcVOGF11ozqh9kr76RWufOXo07tS6clGLbZ9cJ/Vi9Q+V6C3P+Idal05eH5QzR2tnqr4RQl85oXJZ37dR+ULex91raqcNXVI7eI9YcKoX4VyTyIHdrm7rLXlxw5rPO0ktprBVWEOuylRtr2ydSt3tf72qUukdrH/i2ub4gQX5Qa80BwGXo9eaeClgKAKje8bzWdw7VtPY2yN8vWqVu1/pWT+ultbXad0LdO4eE52XpNdamn3GB3OJGDEr9A1j0h6mjIQfUEj779u3DY489pvVLkmRzLlS2bFmrbS9cuIDExESUL1++eAZbCjk6P3J0TlTYNvb2b10jThEv7HP0Ha3ZpuZmrb03V45tnUI3aX0rHuqpr7tdXvcG9EKoP+1sre93p/L4jN4Vtkmvd2dZLp9/ST0MxgdAraNnsRjXtXNU95v8CM+FTOWVO+rE4CRSg5MoPT3dplhqpUqVcPjw4UKP0ahRI0RHRyM6OhpTp041YdRERIUo49q/1Ayg3wGvjJiIiEoLF2MQygC9agCfNfXGoP1X69atUbt2baSkpCA3Nxd5eXlYu3YtypYti6pVqxa67RdffIGJEycWug7Pg4io2LkRh3iBz5ZXXhIxOLVp0waBgYF2g1NmZiYiIyOt+oKDg3H16tVCj3HgwAGEh4ebPnYiIkMBcKmAaq8aQGIVIGKj6SMiIiJ/4WIM0hSYNRAqipCQEGzYsAHJycno1KkTOnbsiPT0dLRp0wYWoylDFbt27UJcXByaNi38yirPg4io2LkThxiDbHjlQp0zwSkyMhJ5eXlWfTdu3PCbWV8d3ZrtiCu3adulpKlaYsfa9IksYoqpmHqqprQuhG0fgDmxBscUUlCzy4+z7X/OeKgOXzdle4t4TKPnIvw6OnqteJs3EdnjTPqMN9j7/FfH6mr5BCtKaquUK2wfKuy3q/I4WOj7SNh+kpJrE6d/MF8cWkVri2muaC8/JAbosyIuqq3PLN8BWwAAZxCj9Z1HdZshV8B1/Yc4YUFtZSxJ+lgso202h2Wa3rb/vhf++1DUEha++HtFRPY1aNAAq1atAiCns06ZMgWLFi2yu35GRgbWrl2Ld955p5hG6BmO4qGn4qV1bCo8XjkaFx5Rlu8QShqIp7DKcstpPZ0VX+jNsKhrAIAKoXqMqY5zWjsKl7V2z9ClNmN5t6YecLJRAQCwB3r5h2otTmjt8yPqyMcU0l2zZwvZasq4LFOEA+wwel2MywkZv1YQlhvsiogc8tpNhkUNTnXr1kVGRoZV36VLl/Doo48WyziJiIrEndu2+SWGiIjc4W7qEOOQV7355pvo1q0bevQwLhSWk5ODDz/8EGPGjLHqY506IvIZPBcylVdq1N2tsODUs2dP7Nq1S/u5oKAABw8eRNeuXW3WJSLyGtZlICIib3E3BjEOec20adOQkZGB+fPnAwDu3LmDhIQEbN26FQCQm5uLfv36oWnTpvjmm2+wfv16fPzxx/joo48K2SsRUTFjDDKV118SNTgtXrwYgBycOnTogPHjx6Ndu3ZISkrC22+/jX379qFZs2ZYvXo12rRpg5YtW3p55OZydUY9Z/blkJIOam9WV42Ybvqu3oyXEgEAe4V0UvH4FXLlOyOzYT05iEZJPbWe3dXOuvOV/QsT/xrdvm4xSqcVjmUPZ20lpwWCdRnILk99ZhQ17dFRaQOXty831mYduymavawfAVjNhCqljrVZXnmJkM6qaJCrTyZ1uKCB1q4ScFFrD4Occ9pCm+4OSI7V83qan5dncJGC9f22iNTXVbU7/oM+FnEG2S01bNYVqem9Vs91mPG6ni5xQX7CnRgEMA4Vs+zsbKxcuRIHDx5EzZo1sWLFCgQEyPdP5Ofn4+TJk1o97s6dOyMtLQ3Lli2z2sdPP/1U7OM2g7e+YztTwsa4TKAwLnUG1WeEvmhh1bPyw4M19bhyKLeh1m4YegiAdYz6k9D+ES209vNYIG+DQ1pfOhpr7VuQZwXuhtVa32p009rfb5enm30I+u/LkmG9tfb5L+TUWMQL43/G4D0Yrjcdn2sap8kWfXsqkXguZCqvXKhzJjgFBQVh9erVeOuttxATE4OsrCztoh4REREREVFJEhYWhmeffdZwWXBwMM6cOaP9rN5ZR0RE/sMrF+qcCU4AEBsby4tzROTbWJeBiIi8xY0YlHoaWHTK1NEQEZG/4bmQqbye+kpEVCoEwvVPVN7uTURE7nAjBvWKBRKjgYglpo6IiIj8Cc+FTMULdT7CzPx8l+vcGNSmM6zxttD4WFq9gX/o9QOttj8xU36so28TL9T/OTpark2XvVuvSxf2qzCV+G6DGgdjbLqsiM/Jat13bVZljQQ/I/++3jRvh+7UZXCnrhD5taJ+brn7+Wa37pxBnRm7tWfWKo9CXTp8KMSQb5XGYH1xYsAGrb3o+AAAQJ1Yva9vwOda+w9U1drtsRkAcA2VtL4meb/oO85Ujik8l7YXf9TaP9wXDwBYHKtPcrUIf9XaDTrKtYL+teZtfQdCXXftuawV+hzUCTSzVq2nsb6QD3K3Rh3jEPk4d+t5WlPqcgt38VheEZcbfF4/ojcbDJPjSRX8ofV9t/NRfXkPeXkXrNP6/hb6sdZWa8wNwDytLwZ6RtmT+Su0doXMW/L4hAzo1uWF+oSNlMcTelfFtte0dn/lGNugF/buDf2q/L8xWm7cp2+PL4T2DvW1MC8uMW6UUjwXMpVPzPpKRERERERERETk73hHHRGRGdypy8DbvYmIyB3uxCCAcYiIiNzDcyFT8UKdG5xJ/fDUumbSjiukpuKEQVqTkEJqlU76D2U7ITUWz+nNgSlySutFpGp9q8f0EpbLqbFzNg3RN3pIb4Y9JKTBlrdNoxXbasqrdbpr4WlH5F8kaSyysrIQEfG+OTtkcCIvMDcVyGD/ofKjlGu83Oi4ViURQh0cYLTQ/lXJQRqlJ6Se6FhHa/81Vk7faYDDWt8exGvtt/Ce1q6cJ8cLMZXoenAFrX3mvoryI2IMh7UdrQEAh9FA7ytopbVXh/Wy2UZM6ZVSlddAeN0soUKMsvN6epKZ3y0My16YsF9/or9uJpVg4IU68iCLUCdATBf1BusyAmI6prpcWCyUUsBHtucBFovwmSWkthqVchAdPi2nrh4+31Tra9BCL6/wEHYDACrgutbXBPu1dk8sBQBU+vaGvtM7wgGuCO0DymN1oS9PaO/UDqq5/9djWvtoXLTN+HfjQa1dbbucM3t+Wh2b9QAAjyivUbzeZe9z39F3Ek9/ZyEv47mQqXihjojIDAxORETkLbxQR0RE3sRzIVOxRh0REREREREREZEP4B11RERmCIDrMxbxTyZEROQOd2KQuj0REZGreC5kKl6oc4Mz+fWeWtcjuf5CXTksFOoOxNquqtaCE1UYLdSS2x2ltZfk9rbpQye9Occib9dN0mvYicR6dvFSIgBgb5qwQn+9aVRTwpXXyKnagsLrI74urMfgJ9y53TvfzIGQL4iImAhJmujx4xh9rrhbM8zo89O6PpGDGnRdHRzgmF48VBI+Ny3T5IM8krpZ66uDEzabN8cerf0EVmntmjsv6iupNX0a6V3la2Zq7XtT5PZ9z53SV6isN+vdJ9f32YBErW9PQHOtXSVXPtaB4/H6RmuE10UNV2uFgQs17Izq1YmvpVjDzpUYYvQ74Km6coxtLiqnvG5SFnDThFqp7qa+Mg6Vau7+n/dWXTp7scd4XfU5CusZ1KUDoNdd2yH07RA+oy13rQe9lhsAnN+p1HOrpheWexMTtHYULgMAKuKa1tfyzF79WGpduSPC8cVzKrFG3R/KoxDixHiFKsqjsHvE6c16+WcBAGHN9HhZVdspsBkdAABLhvXW+s5DqFenlribonfZey+02n6vCH2zDFel0ojnQqbihToiIjMwOBERkbe4EYNSDwKL0k0dDRER+RsfOxe6ceMGBgwYgH379iE2NhZLlixBWFiY+QfyEN5kSERERETkp3rdB3zm6E5YIiKiEiQtLQ0zZ85Eeno6wsPDMW/ePG8PySm8o84LjG4/tzf9t6PbvIt6G3hRUl6MxmK4XR2hT89gAt61XR72q54G2zt0CQBgyUP6rdUdQvUUp805QwAAZ3BU63sQP9l7agCA+LY/aO09x1sK45LHECak4Yrsvd4qo1QhR4zSgJ3dBxUf+Xfgpnk7DITrdRncqStELsvKysLIkSMRFBSEEydOoHfv3hgwYIDhuhcvXsRrr72GSpUqITs7G//6179QqVIlu/vOzPw/h8c3I/3Q6DPeqRRJJd1STLVET2FfBpUIrNJdxYy94crzWSsc/4bRZ60eOBoLaaxIigcAtML3Wtd1VNDaL+NjAEBlJaUIAGKuCLlANYVDrFMefxX6hEwelL9rPQBoLqxa5rx8zPLztb5t1RK0dgMcBgC8M0rYSDTYqFN4XZaOs+2/YdAHITbbSY014u53ByoG2vttUhxyJwap21OpVVL/z4spt46+u2seEdo7xM9Sg30Jqa3iulimPD6kp7a20PJVgdot5HOaYORpfVFCbGqfJ5/fhOYIU1l+I4xLDV3n7DyHy0JbDke4clrvihTXVas61LezLyXL9d59evmHKs302HkStQEAHaCfky3qHqNvv1u5XPCB3mWZJux/uO0hHb1vrp73eoKZpSD8no+dCyUm6uVLWrZsicqVKxeytu/hhToiIjP42O3e5NgLL7yApKQk9O/fHzk5OYiLi0NUVBS6detmtV5BQQGSkpIwZcoUtG3bFmvWrEGfPn3wv//9z0sjJyK6C2vUERGRN/nwudDJkycxZMgQzx7EZEx9JSIyQyD0AOXsP97JUOwOHTqEZcuWoUuXLgCA8uXLo1+/fhg3zvavvF999RUuXbqEtm3bAgC6du2KH374AWlpaTbrEhF5hTsxiHGIiIjc5aPnQqtWrcLf//53lClTsu5R44U6IiIvSv0V6Lfc26PwP/v37wcASEJ+RrNmzfDzzz8jOzvbat1Vq1YhLk6fQs1isaBp06ZYvXp18QyWiIiIiIic8u2336Jhw4aoVasWzp2zl2vum0rWZcVSwij/3cyceIe59mKNOYMaAVZ16WINtjuhbxM2Wr+FNHuh7bGyd0dp7Yttq9j0nWmr10BQ69VVEeYf/wkPCseyrTd3NLee1h4UOlNfsFAeV/a7ep+lTuGvhfi8qPSTpLHIyspCRMT7jlcuChdv9+4VDyTeB0SkmDMMKhq1vty+ffvw2GOPaf2SJCE7O9tqVqj09HSrC3Xq9ocPH7a7/0aNGsFisQAARo4ciZEjR9qsY8bnvit1Tq3WLWcwhrW2XXZrl/YyOKhYa+1Dg/0LL+XF7Cpa+5HYLQCAejim9VXENZvNK+fpscDyT2FBsNAOUR6vCH3zxZ0oj+FCn/j9Ta052kfv+hf093AKkuXGJKEQzxqLvvv2vwMALifV0Pqs68oV/j3AYWxmTR26m7uprzwjIDc485nk3Lp622E8U9fbbry9YZyM15vVtp+wWVxXqJudAb2+VSvIBykr1KjrckUvQmdRT2W2CjsTd6+U2L6il2RFOSGGrc/R22qY0qMlcOCI3lb762cKKwjlWxGhPJbXu6qqheugP5cPMEJf4bzwgbBJefxIeP3E2n4w+v7hWt1cI2bGO6N9+WsM1V8LE+t1uxOHHGyXkZGBSZMmIScnB7NmzbJaNnHiRBw/fhy5ubkYOHAgOnbsCACYPXs2UlJSUKVKFRQUFKBly5Y22/oyhmUiIjP4WAFVKlzr1q1Ru3ZtpKSkoE2bNggMDMTatWtRtmxZVK1a1WrdzMxMREZalW5GcHAwrl69anf/Bw4cQHh4uN3lRESm4mQSRETkTR46F7p9+za+++47rFy5Eq1atbJaNmPGDBw5cgRz587FzZs3ER8fj7Vr16Ju3boYNGgQBg0a5OKAvI+pr0REZnCnNhD/ZFLsQkJCsGHDBkRGRqJTp0549913kZ6ejjZt2mh3wqkiIyORl5dn1Xfjxo1CZ30lIipW7sYgxiEiInKHkzFn6vdA9Hvyv0b/sr/boKAgdO/eHQ8//LBV/61bt/DOO++gX79+AOTv9omJiZgwYYLpT80bGJZLIcNbw8UU1hOF30Is3hYclmM7O0p2ebEtpJv+Q96XmKKa/b6e5rr5oQ4AgG5tU7W+QZittRsjHQBwHRX0bdBB33+o3hybK49RTKOds0kY63PKo5iO+5zexLvKo5juapAS7Mzt0J6+NZuIzNWgQQOsWrUKAHDhwgVMmTIFixYtslmvbt26yMiwTr2/dOkSHn300WIZp7McfWY4XJ5b6GLrdNeltp9VVsvFjOEk+aFy9u9a16sB07W2WOpAVV3IR62MywCAMvkF+gpPCiv/KrQ3aBvp7gjtaspjiNAnpBpp/buFPr1SA9piGwDgeuw0re+TpGFa+3KYkvIqZNZbjgtpsnVtc93tvS+uxADGEN+nvi+mlmAg8hJnPmfsrVvUlH/n0mWF/mnCdtG2251fXkdr/7XHXABABvTzjBbYqbWrKKmjraHn2VrOCDtTM0tPC317hbYSr8Ta9mfFGCS4rTyKlRzKCW21/3ehfEMN4VwNakrseb2rziX9h7L3yH+IfBJfaX2bWnTS2od3NpUbg4XXb6+wf7HExXDb8dsrzaET02Rtl5oZwxgPdb4Qg0a2k/8BQNZNIOKtwtcPCgqy+vn777/H5cuXrcrTNGvWDKNHjzZ7qF7BO+qIiMzAOxlKtDfffBPdunVDjx49bJb17NkTu3bt0n4uKCjAwYMH0bVr1+IcIhGRfbyjjoiIvKmYY1B6ejoCAgKsMlwqVaqES5cuFVqepqTghToiIjMEQK/N4Ow/fhJ71bRp05CRkYH58+cDAO7cuYOEhARs3SpXgU5KSkJISAj27dsHAFi9ejXatGmDli1bemvIRETW3IlBjENEROSuYj4XyszMRMWKFREQoG8cHCzPypKb6yA9pATg389KCFdnUzLaxhLr4Jbzf+jLs8U7YRcqj+JMqfP1ZnxbeQqjGOj3fq+GngNVL1SeOUlMdxXXfR/ybapT8/WZ9TYH6qmv6WistceFymNIb6v3iamvavpttnDLOvS7uPXUV5FBGqwzr7uZs1zx1mzPk9+PkjHTEZkvOzsbK1euxMGDB1GzZk2sWLFCC/T5+fk4efKk9te4oKAgrF69Gm+99RZiYmKQlZWFxYsXuz0GM9MTXU0lKupY7M5IKswaa1HLE4izviYI+/pVzmlpEKDPlpuo5agC55R81HLQv1yJn/stcn8EAASLL704DZ6YpqpaJ7SF/+5ZB+XHK0KfmFBRQ528r77ed+8ZfUq9Jzp+DQBIi0vQ+l4S0mD358qpQjumCeUbTgr5WD2F12Wpo7QgW668h2ZwpSwEGTN9xj03YlDqT8CiH80ZBpGrivrd2O4s5Ba1T9/GItadjxfaSgxAP72rQYtftPZuPATA+pzlJGprbTUNVoxRMfXPau3gA0ojXzimWH5BmZ+qnNAXLnwUNBFWVYtF1Bb6qgqpreWqK42awgpi2Qkljt3RJ7jHhvA/a+29aA4AmH9aKLr/vvBhop4/GaQLAwC+0Jvqa+/MTPTkHSVt1lcj9mpIAygVdaR5ekhERH4nLCwMzz77rOGy4OBgnDlzxqovNjbWlItzRES+pteDQGJjIGKEt0dCRERUNHXr1kVOTg5u3ryJkBC5uPClS5cQHR2N0NBQB1v7Pl6oIyIyA++oIyIib3G3zhzjEBERucPFOJS6G1i00/F6d2vfvj2ioqKwa9cuJCTIGQ7p6emlpoY0wzIRkRnUGguubktEROQqd2KQuj0REZGrXIxDvVoAiU2BiFcKXy8/Px8WYVrnoKAgjBgxAsuXL0dCQgJycnKwceNGrF+/3vlB+CBeqPMyR/Ve3K0H47ieg1BDQK1Nt1Dvko7r7Qpq3bc4oe7bJr25d5NcWP3o6Hpa379S9LpxDykFhDYgUeu7iopaezTkgnhfBXbX+i6jstbui8+19gmlUoPY1zglXWurNSPmdNKPL45Vq7P3nNAnPG+Vt6YEL45aQ/5OksaaOyU576gjJxXH/22jGOCI2/Xqjo3R+9YIG66Rv1w1GabXAVqKp7R2dZxXHs9pfTegpy6UVcuoRAr7PCe09wtt9f9UhNAnlGG5o9QFql1d7zsi7ksNPWJNoct6U1K2m3LmH1rfqhi9ANAn3w6XG8OF1+dD47p0hr8H5Zz/3TDj98nRdw7GI/Oor6VpcYh31JGPM6whV8Q6quK69j+HxlkdBwCwTFj3rNCv1lX7SO+qIF3X2gnYBsC6Bt0IfKC181AWANA091etL/gHYf85ymOm0CfEkyylusYNIS6VC9Hbvwv94epyYVdXcvR2DfUYYqkxoYYdlHgVKBz/KOpq7VC1Lux54UPgPmH7h5QNa9n7kBDfQ8YIv+bBc6ElS5YgLS0NAQEBSE1NRa9ech38UaNGYfTo0Rg+fDgyMzMxe/Zs1K5d28VB+BaGZSIiIiIiIiIi8jm9e/dG7969bfoDAwMxefJkL4zI83ihjojIDIFw/ROVKUdEROQOd2KQuj0REZGreC5kKl6o87KiTkXu7j7t7qeO0G+Q+mlJE35oN1N+3Kpv061tqtZeHSvfgprdSU+NTW+r3zJueHic1NpV8i8CABIDN2h9idDbUVn6/ePVw+UcpXkYoPX9gapa+yc8aHuwTkJbfa7v2kkH2+rZW7cd3epvlFrGlCNzya9ryZ2SnEoub/yfdjWVSPus6mmctmlolJ531C1ViBHfyjFCSwsFAD1rCH8dNheA9ed+EyGf1aKmpjYSjiVOzpsotL9XHusIfcKXwEg1Jbam3ldfSDtCF7VT6BNSmCx58qOY7noIDbX2Ix03AwB22EsD7mn7elum6W0pV+h3IjXMaBtnfs+M1jXal0WYTE0cKxWd9hpKha5WdEx9JR/kTCkFo20cpVJajGpa2Ut3Fe2Qj1FN6qt1nUN1m9V6Y4nWvo4KWjtGCT7BB4SVjwjtvcrj13rXH0I5IXWzK8ImV4SvpGK/+l8zXOirILRry6dPaCqkw5bLElZQ2pYTetfwxz7R2j/ExMv7bKGn/n7V4kmtfS5Xfl2ylwmlj0RPiecsakt838YJy4v4neMR4Zxou/FhyQfxXMhUfEmIiMzAySSIiMhbOJlEiZOVlYWRI0ciKCgIJ06cQO/evTFgwADDdS9evIjXXnsNlSpVQnZ2Nv71r3+hUqVKxTxiIqJC8FzIVLxQR0REREREVIxeeOEFJCUloX///sjJyUFcXByioqLQrVs3q/UKCgqQlJSEKVOmoG3btlizZg369OmD//3vf14aORGReVK3A4vSHK/nb7xyoS47OxujRo1CeHg47ty5g7y8PEyePBnBwcGG6x85cgQpKSmIjY3FuXPn8MADD2Dw4MHFPGoiokLwdm8iIvIWpr6WKIcOHcKyZcswa9YsAED58uXRr18/jBs3zuZC3VdffYVLly6hbdu2AICuXbviueeeQ1pamtZHROR1LsahXm2BxIeAiGdMH1GJ5pWwPGrUKNStWxcjR44EAAwdOhTjx4/Hu+++a7h+9+7dsWDBAjzwwAOQJAnNmjVD/fr10alTJ8P1/Z1hPRmDGjc21Hp1J4R12+lNdV8VcjO0PrUuHQB0Oy7XIlptSdf6EiS9PTRXrnE3I3SI1lcd53C3bKHyQr2DenGJC/dFaG11uvRXoRf1WYRntbZhjbr+Qvs55VH4lTOzXpS7NTmM6tU52qerNYn8lSSNRVZWFiIi3jdnh7xQR0Xk7v9PM/+vFzlGJAjbpAr1aIRaZZWzfwcAXA6rYbgLtW7bNVTU+np31Ov/dIC8/DrCtL4f0UJrP5GjFPsR6tpZiRPa3yiPYs2ganrzj73yY1Whpo/V/0O1TJ64XIiHuCM/VMQ1fZ+oorV3HG8vN9bo9fowWtj+hlizR3609146ruFU+PaOWO2r3Fib8RmOiXXp3Ka+hllZQERE4esWCS/UlSj798v1NyVJL1LYrFkzpKSkIDs7G2Fh+ufgqlWrEBenf8BZLBY0bdoUq1ev9vkLda7VXDaub6b2269hp7Tt1aXrfsdm3ScxVeupjMtauyzkQqQVoNdta5Kv10wNP3dLbogxQmyrpzfCPSg3hMXqXm8Lfb8LbbEGXZDyKJadM5Il1qgTn6r6tMRTLiE2Voy5CgAIE55rY+jnb1rtvk3GxxV+hYUada6ds/D8pfiorzXPhXxXgDcOumXLFtSqVUv7uUmTJvjll18M17106RLS09O19S0WC+6//34twBER+YQA6LUZnP3nlU9iIiIqNdyJQYxDxU6tL7dv3z6rfkmSkJ2dbdWXnp6OqCjrQv6VKlXC4cOH7e6/UaNGiI6ORnR0NKZOnWp3PSIi0/BcyFReeUmaNm2KWbNmoaCgAACwe/duvPzyy4brRkZGokaNGpg+fToAID8/H6dPn8bTTz9dbOMlIiIiIiIyQ+vWrVG7dm2kpKQgNzcXeXl5WLt2LcqWLYuqVatarZuZmYnIyEirvuDgYOTm2r+19cCBAzh79izOnj2rZTAREVHJ4ZWbDKdOnYpWrVqhb9++eOWVV9C9e3d07tzZcN3AwEAsWLAASUlJuOeee1C5cmXMnj0bNWoYp9b4m6KmvxTlVmJLrNKoY7yueqx4KVHr2ztf/wvf5twOAID50lKtbxl6au16oUcBAIfRUOvrd+ZL/QDKXOUXHxMOKqQ4hdbXbxq/GlgRADAdw7S+deiitY/m1pMbwm3akjAtukUrWCnckh9ru65RnxnE/aqpxg6nKrfzvqh4u7hz5Nf1pnk75O3eVExcSSVyKl22nLC8q/K4TdjXcCHufKive7m3EpeFDIrV3+rlESq3lxN7EgM2aH2hsD3RjMEZYbn+uZ/XRH4Mni+sfEJo3ye0M5XHcL3r5+/1djnl8XchFUhMS6pwWn5sekXo/EZoK2mwbVv8qHU16a/f6X8+Vk4VWhT3gr7NGmH7JOE1VtJMnXmPXCl/YPV9oaedNFvt7Sg8HjHeuM+i/te4XehqRcfU1xIlJCQEGzZsQHJyMjp16oSOHTsiPT0dbdq0gcVisVo3MjISeXl5Vn03btwo1llfXS254Lgcj5j2aP1493JLK6Wxw3YbALC8ojSG2xnMQf2XvM2sjQCATdDLKFXBH1o7RTmumPp6KLCB1n44RzlBEc8NMoW2mnpaXu+qLXz3/0PZTgwxfzLYHNA/Ih4Q+sTtmiip80HVhU6xVEN95VFYfrqjXqphP5oCAOrhmNa3DXpKdcPQQwCAn/rp53wNWoiZcE21lvp+WCxFj2FmlnIgL+O5kKm8ckddtWrVsGTJEkRERKBLly7anXX2dOjQAR9//DE2b96MsWPHIiDA8bB5yzcRFasybv4jIiJylRvxJ3Ub0O+f3hi0f2vQoAFWrVqF7du3Y+jQofj5558xZMgQm/Xq1q2LjIwMq75Lly6hYcOGNusSEXkNz4VM5ZULdQcOHMCOHTswc+ZMTJkyBT169MCGDRvsrr948WLExMTgyy+/RMuWLdG+fXucPWuvUqh+DN7yTUTFxp3aQIFeGC8REZUebsSfXp2Az/7hjUGT6s0330S3bt3Qo0cPm2U9e/bErl27tJ8LCgpw8OBBdO3a1WZdIiKv4bmQqbxyoW7QoEFISEjQ2kOHDkVycrLhulevXkVycjLatm2LgIAAzJkzB9HR0Zg0aVJxDpmIiIiIiMhU06ZNQ0ZGBubPnw8AuHPnDhISErB161YAQFJSEkJCQrSJJ1avXo02bdqgZcuW3hoyEZFpUr8F+o339ih8j1duMty3bx/Kli2r/Txw4EDMmzfPcN1jx44hLy9Pq9dQpkwZ9OvXD5s22ZkjuhQws06NWtfMXn01q1ppRuaLP8j72jtG6FqoN4cdnwbAugZdMqZo7fj8vQCA3MByWt+dCH37jMfkH+p9rd8teaGnvkJUll784XC4fAxxKvUPhaIUU0LlC7+roddH0uvSQatd1y0lVetavdB2Xau6dk68rg5rK5ywrcfg0Anjmh7kGkkayynJqcQraq0yp+q9GNykIekflbCEOthXnN7s1lH4jFXr1XXUl3cSCon+ArkInVgTqCKuae3gD5XGn4VjiV8dDgptpZzT+gN6l1iDLkt5LCf0HRXaatn2i6f1vlrC8voPKQ2hRl6lOfoRJg78PwDAno7Ntb4E6EHok/fFIkrKezQMRWaZpreNtnP4PWJp0b9nWEKFYxnUmGItIRetVR6lQtcqOtaoK1Gys7OxcuVKHDx4EDVr1sSKFSu00j75+fk4efIkrl69CgAICgrC6tWr8dZbbyEmJgZZWVlYvHhxsY7X3bp0RdmXWppPsvd/YodtjUytbp3olFDh7bzwiz1Cb0YJ5w+qROjZXYeUcxkxRh0Szm8eqiLXqLPUFHawV2iXv+sRAC7qTTXGiLXo/oDtcrHfKEYBwA0l3gVVETr3C221Np1QlrnmeX0w16rJNei2Q38xvz6t1/2uVlOpG/uZvv3hz/S6dJa9er+0XW0Vfs5iVJcOYDwpTvp74P163b0eAxJbAxF/dryuP/FKWO7cuTPWr1+PuDj52/yhQ4eQlJSkLX/qqafQs2dP9OnTB3FxcShXrhx27dqFhx9+2HB9IiKvC4Trn6i83ZuIiNzhTgxSt6diExYWhmeffdZwWXBwMM6cOWPVFxsbW+wX54iInMJzIVN55ULd7NmzkZycjLFjxyIsLAwXLlzAzJkzteWnTp3CpUuXAMizIm3atAnvvPMOmjVrhps3b6JWrVoYNGiQN4ZORERERERERETkEV65UBcREYFPP/3U7vLdu3db/dywYcNS+1ckT0xJ7TAd1glhD+mzT2W/L0/LHZ/yg9a3t5NeH+O9tBQAwJtt9dxYMYXpYqB8T3btLD21tYy+K9zbSElt3Sv0nRPmOhdmpp+Q+a7c6KP3ZVXX06m1q/JCaq4VZTb21bF6uqtVaml/Jb3nhPHt+w5Thp1Q1Pebt4P7OKa+UgmkxYZy+ueLVZqrslxMd5VyheXCRygmyflKL8XqeZmfhOopnh/lDpAPBX0HO9FCa7fHZgDW6a73/irEgMeUx++FY1YW2nuFtpLVU0Poui60qyqP4rRUYhpsa+vdAACEDFBATakNNh5LzBV5y3qRerLSeS3/CECSkNs1Ss73soj73ya01RTJG+6VxbB6j8X30MH3EKN1reIh02Bdc8PktCOmvpIX2TvPcPfzwWq/HyrfzcV013ihrXy3x/vCL3M/YfkOcYxyGmuoUBShuRBEMpQP9KuoqPX1vLJaH9e3SkP87yumuar1FYRzF+ToTTWeiNmqV4S2mAYbpDyK/0VvC+1yYhxSVRXaapbvEwbrAWicdRgAsCq8m9Y3quYErb1JeWHPj47R+h6suVNr/zSttdbW3ptH7KQ3K8utY4jxuMjD1PfoThawi2WAfBFfEiIiM7gzYxFv9yYiIne4O2se4xAREbmD50Km4oU6IiIz8K9IRETkLbyjjoiIvInnQqbiS+IGM9I9zEoTcSa11ep24zEGK7yr70tNdxX7u6Tk631t9WYXrAMA9MRSrW8m9NTZIZDrEJY5JxxLuE1cnQG2TCNh+TqhLU5x9C1shL58S2tPDR8JAKhyXE9cmjNGHwvayc8lLEdI7RXGos7mKt6OLaa76std+x3w1LpU8qT+D1i01vF65J+MUg2Nlru6vZYOKaRVGqahCDPBijOOQvzdXSqXP/jkmBBY1ujNwb3kKVorL/ld6+sfYDvje11xbrs4feq6e79W0mDFGCLMbHdbmKH1orKqmEokzvp60qBPTI393mC52K4gT/iH8DpCpxBD1FnwxnXUX/dNWl4WUC1WfxLLlvQEAFyeISTqCrOyoqe6j8J/Bxymw+ba6beTxqr1Gcz6am97coL6vt7OAlaalHZE5CWufg448z1aneHaIk6aLaaz7lW23yEs36s3G0hPau0zVp/4sqXoqbXVOBQM/dzifKRevqD9k1sAAOEL9OUIE3amZoMKJX6gZ45qZRmOCJPP1hNWFVNbxQoPRoLUKkTiFLL1hbZ6/iROdBuuN9OrNQBgPRPuCuiv1U+nlRIVwgy6PwllK/CFsN945fEj4TtFK6GUgjIrrP3vLownxWaHyeUXyHS8UEdEZAYXZzrqlQQktgMiHjB9RERE5C846ysREXmTi3EodT2waLXj9fwNL9QREZmBdRmIiMhbWKOOiIi8ycU4pN200Mz0EZVovFBHRGQG1mUgIiJvYY06IiLyJp4LmYoviRt8qS6Lo7GItQDs1YPQ+v8h7EuoV6f2vyfUaut2PNXmWL+gidYeDb3uSr2DZ+WGWK+hud4sM0ppVBeWi+3jQruj8pgpbH9Cb1eJk2vTJQSmaX2NU9K19mtKvTwgQ9/oHwavRR3htTgh1lOQ+4vjd6CoNap86fexJJBfN9ZlIN/msGaPsryoteoACDXP9LplYl06w7gg1KITa8xdhlBXLU7ZTqhL99KwD7X2to5CUVN1KFimtW+hLACgiVB4rtIZoTKcWqhHrMMjxKOgLL39R6btqmK7qvJ4QOgTvxAFKY+1bUas7EvdmVgvr47terW1anhALvRib9mooLUvn1QCXZywYTmD9114D8S6ceL7qS0X329lX/Zq1Nn73dDcsI199hj9HjI2GZOUr09ZWUBEhHfHQlQcjL6vGsUbtz8z9LCDBsN+0dqNoZ8HrDgt16P7R039WNeFz+WmShyqAr3WdW3oJxoVMpXadGItOLEoqipEaIvF5pR4VVsITEHBwnIhIN3OUZYLdVCFUy29Bt1DQp9QsxVVbLe5cI/+oXMIDZXh6TXq/oaPtfaZmnLB8Ms19SewU6hR91Nya62tfyUQ3sO9sGGvNirPaYqP+hpnZWUhIoJ1Un0RL9QREZmBf0UqUbKzszFq1CiEh4fjzp07yMvLw+TJkxEcHGy4/pEjR5CSkoLY2FicO3cODzzwAAYPHlzMoyYisoN31BERkTfxXMhUfEmIiMzA4FSijBo1CnXr1sXIkfIM0UOHDsX48ePx7rvvGq7fvXt3LFiwAA888AAkSUKzZs1Qv359dOrUyXB9IqJixQt1RETkTTwXMhVfEh9X1FuArdJNtgrrtrPd3lEarNW+hHTQsNFymmj2wiitrz22aO10NAYAvIppWt+9Z4Tc1Dzl8Sth4DOFtprmKmYjfiu0hZnAtbvP2+ldd4S0o/B18i3pdbqd1Pq2QU+7ejNlDABgWu4wrU9KEfaforwWQlqVmAar9ktCOq7VuidsX1dXFTX1jZwjSWNNvd1bCgAkF4txSwGmDIGcsGXLFnTs2FH7uUmTJli3bp3hupcuXUJ6ejpq1aoFALBYLLj//vuxf/9+r1+ocyVGSLYVC6zXFdMqv7Hd7+XeQrprgrCgtgQAqNxezwddVtBTaz8VsBQAUAHXtb5twg6ex+cAgDwlBRYAcqrkae3y6wrkhpBlgyNCO1xvNlJShG7n633fC7FFzZJ9GsbU5NuqQl8jIe2onJpi9Ge9L6+l3t4Z+icAQBX8ofVNL3hVa2vprgAQp+QddxUOJqQP4yPl8YZxXLF6v7QBGqQ3C+uJabBGvzuWXsbL1X3YS6NlPCo6/f+kOSUY3IlB6vZEvsfBZ8ojwvIdymO83iWms67Y+YzWfqzFKgDAGcRofe2xWWur6aB50O+yry7UOrilpLQGi6mtNYX2zbseAWCV0FZSZq3SXXOEdhmDfrG8wh9CW30Kl4W+eKGtZqxm611VA/Xzs5jIMwCAvcJGG5CotVcsl1+3B3t8r/X9tFwIxE8VXh5Bkmy67lrOuFFa8FzIXHxJiIjI7zRt2hSzZs1CQYF88Wf37t14+eWXDdeNjIxEjRo1MH36dABAfn4+Tp8+jaeftneZh4iIiIiIyDW8o46IyAT5ZeR/rm5LxWvq1Klo1aoV+vbti1deeQXdu3dH586dDdcNDAzEggULkJSUhHvuuQeVK1fG7NmzUaNGDcP1iYiKmzsxSN2eiIjIVTwXMhfvqCMiMoEanFz9R8WrWrVqWLJkCSIiItClSxftzjp7OnTogI8//hibN2/G2LFjERBQePhs1KgRoqOjER0djalTp5o5dCIiG+7Eny9XAQNe8fYzICKikoznQubi2gJANwABAABJREFUS+LjDGvHGNSVE+unSW2FlQ3qzjmsBSDsCwv1Zjbk2nQDj+uF5bagvdYehNkAgB+FYnIVY65p7banf5QbTwrH+sng+D8IbbEu3U69eVKZdry2PlM6yizW2xe2yNOOx+fv1fo2BOr1FlQdQvV6FIOEKdjnjBliMDCBUoPOEjvWpg+w874JNezE2nZUOtwJtOBOoMXFbSUADop4kKkOHDiAHTt2YObMmWjevDl69OiBNWvWIDHR9nMCABYvXoyYmBh8+eWXGDBgANq3b49du3YhOjra7v7Dw8MNlznDUQ06w88aO7XI7t6nXUItNK0GW0/hOGv1ZuUlv2vtyzPkOwwvQ7/TsNGwPTa7b4ttWlutAwQAJ5UCPC3P79VXPiBsqNbZERYjT2hH6M1ySt2gA0LNHrHeXDnl8aLQd1toq+9cpLhND+EH48mBNQ1wCIB1nZ9RAZO09rZYvTbf0dx68lgtQgGjtQY15noZ16XTlos1XW+ItWiV9ZypAyS8x45+n8g3uBOD/tIL6JAoYVUVxiF/5dR5govbG9bCdkCsb2ZppTQeEVaIF9pqCTrh3OH8cr2w22M99M/YXCUKNEa61heMW1q7N5YAAK6hotZ3DHW1dmCoXAC1hlgYTqwRpxLPtIU6p1rtOiGG3RbKel8R2neUxwrCOVN4FWFfapwU46FYO++88ihsc61OOa2t1umLwRmtrzZOau1Xesh/bPxKPIF76I7eXia830+pDTEGib8PRrXT9aVG9ezc/d0kY2bXSQV4LmQ23lFHRER+Z9CgQUhISNDaQ4cORXJysuG6V69eRXJyMtq2bYuAgADMmTMH0dHRmDRpkuH6RERERETk2PJlEv42iBfp7sY76oiITJBfpgzyy7j2V6T8MhKs7+chT9u3bx/KltVnFx04cCDmzZtnuO6xY8eQl5cHi/Jn3zJlyqBfv37YtGlTsYyViMgRd2KQvD3jEBERuc7VOPSX3kCHzhJWRzIGiXihTuHrt9VapU0ajM9eKqXR7eV2bzn/h7Lf54S+TnpzYFs55bWq1ZzguqOQ03c6CNObNz8j5C3l3L0FgDihraSuXtmrd32/W293+7PerqreXi7eravPsI57v5bvGb/TUlguZKGtQxcAwINC7q1Vuqv6vIXUX8wX2u3kB/F1t9j5XLKMMVrXt3/f/IH8Hph3u3d+YCDyXbzdOz+QJ0jFrXPnzli/fj3i4uQPoUOHDiEpKUlb/tRTT6Fnz57o06cP4uLiUK5cOezatQsPP/yw4fqe4u7ng1HqrKPPH6sYUU5ZniCsIKRFqumuAIAk+a+h3WKXal2rj/fU2l1ihQ0V3aCnIl1DJQDAF9W6a31PRqzQ2sFqeYPK0D0otL8Q2kpsqf293vWLkKmjFGLAn4RNbgjt2uqjcKwrQnmFSDV2Cd+igtfp7QrdrgMAGgYf1vr2o4m+HNe1dkVckxvHxtiMHwAs01AoSy+lsbTo6WSG7zFgnfZsqGi/j4xxjqmvS1ZWFiIi3nd7f+7EIHl7xiF/5u7/06Jsb3z+YZsWaRHrJX4kHsNgP/HC9krKa4MWv2hdVYRzlu25rbR2hVD5M3gJemt95aDn9qejMQA9BRYAWuXu0NrB6m6FuGJ1Vq2mrp4T+oTyDFqaaqDeFSSkxlYV45x6DDF1VqzLUF95FM4VxTRXLZ4IY82FXtMgWBmMFosA1IZeW2gvmsPGbuHJnhX6ByuPH9m+rwCAR5wvycQY4hlmxyCA50Jmc+pC3RdffIFnnnnG8YpERH6mAIHIh2vBqYA1GYrEzBg0e/ZsJCcnY+zYsQgLC8OFCxcwc6Zef/PUqVO4dOkSACAkJASbNm3CO++8g2bNmuHmzZuoVasWBg0aZMpYiIjc5U4MkrdnHHKE50FERPbxXMhcTl2oGzFiBJYuXYonnngCPXr0QFhYmKfGRUREZMXMGBQREYFPP/3U7vLdu3db/dywYUMsXrzYztpERFTa8TyIiIiKi1MX6r7++mvcd9992LBhA0aMGIGCggIkJSWha9euVrV+iIj8zR0E4o6Lf0W6w78iFQljEBGRMXdikLw945AjjEFERPbxXMhcTl2oa9JErq+SlJSEpKQk5ObmYujQoXjhhRfQo0cP/PWvf0XHjh21gtslSXHmvztTH0hd7kx9M0fTnlvVKhJK4uBdebuwHL1WW/buKK29JFeu45BdXk8PC8vRazuMC5X3OxP69rP3DtX3r9ZjqC4c82u9eUWpJXRWqKHQTagx98s3erupWnuhprCvh/SmWpuuzH69r0XrnbibWqsOAAam6M9rTpr8HMJ+zdD6suP018JQnaLXgGK9BR9QZyxQkAWcMqkuAwKR7+JE2vkoMGUMpV1pjkGOuBI35H7bfblSD8byrfDDGjsbjpIPVi1VL8oj1qtbh64AgOuooPWJNXHyIJ/odsvT69YFC2VO1fpDEMdyRGi3Fdq2H/f4XWirlfVqC31COTvNH5f1dnuxZpBac/WE0PeD3rzYsyoA4DqM77g5gTpa+xoqyo044c3qqjelYfKj3d9qg9p0RjUJtVp2gN26dOp2jr5HOMIY55hFLRFl0rmJOzFI3p5xyBF/jkFmMP58cRDb9jpxAOVD/vDOplpXhRb6J3unUH0CKLUGXXd8pfUF45bWbgL5BOKyUBS1aqhe7+668hEelZetH/8xYSzq+Y14niKWRT5vsFys5S3Wo1Nr24n17sR4lK88imf1dYS2ut+qelf1K3pw2x8pP+9AbUfWGiPdpm97D73e3+FX9Ndbq/G9V1h5h9hW3u9HCo8RrHPqefprbGK9bp4LmcqpV/LECfkb6eXLl/HPf/4TTZo0waJFi9C5c2c8//zzuHz5Ml5++WV88MEHHhksEZGvkoOT6//IMcYgIiJj7sYgxiHHGIOIiOxjDDKXU3fUPf3004iJicG6desQExODl19+GQMGDEBUVJTVOsnJyRgyZIhVYW4iIiJ3MAYREZG3MAYREVFxcepC3U8//YQqVapg9erVePTRR+2ud+7cOaxbt86rASoiYiIkaaLXjn83M6ehNkppEdMu3SWmtor7zT4h93eTGmt9q2P1Lydjf5XHMix0mta3p1sjrd18vpLDJKYy5enNcsHyY1MhhVVMa2oqTjWu3ioupBpp048DKPOy/PjZoqf1p4KTWltNef079L969k/Tp2BXia+FUTqZRZwK/UTRU4WM0op4a3fxko4DWVlARITjdYvCvdu9mSZTFCUpBpnN1bhR1DRZq8+knsI2a5VHMUN8m9CepOftVV4i5+Xsh54Gs+N4e63dKHYvAKC5kBNzTqiF0ArbAQCrg5/Q+p45t0I/lhovYoTji+lBQrrrjdPKo1BKoZ6w6pW7HgGgkdBWQ0+Q2CekwVbOlB8j6wsrBOvNOl/LeU21HzqvL47U06rE9N9Ppg0HADySu1nrO1zQQGs3xkX5mEP1IHh5+Gyt7TBdVU1zNUiRvRtjU/GRcuVHs+KQ+6mvjEOOlOQY5KuphIbnNKJHDJZ/KIx/uLBNJ6VfiAXnWugxRvzcrYDrAIBsoU9IYsUtpRSDeJfPH0LuaMOsYwCAjPv08gZR3wp7UD+uM4WdNhDa6hm4GMNEZ4S2GlvEzwkxZVYdohDvrPYbIj9IQuy8HKmPO0Y5mJoODAC3hICmvm4bkKj1tRBe5MOdhNTXh5RBPCNcYogX3q+PlPdrh/he277H9n4vfOl3t6RTX8usrCxERPhCGSDGoLs5daHuvffew+jRox2u9/e//x19+vRxeVBERCUNg5PnMQYRERnjhTrPYwwiIrKP50LmcupCXU5OjmH/119/jcuXL2tB6U9/+pP7IyMiKkHyEYg7DE4exRhERGTMnRgkb8845AhjEBGRfTwXMpfDC3WnT5/GyZMnAQD79+/Htm3bIEnWU1SdOXMGo0aN8qm/HmVm/p+3h2DF1Vt1jW4BNtz/cfEnJ1Jj37W9zdxq1tfy+vI3JXk2oPfG6FPHibOi9g6VU0fHZb2r9WWEC/dpqzMU6RMsAaf1Zhnlt/EjIZ1VTEXaKrTLyJlAeEuc9UiYQVbNpurX/ku9T0ipTZ0iP4fvoc9a1K1tqtauoqQazdkqvJZpKJS927SZSkTkupIag8xS1Bjg7v6t0l1Fvyqv9UnhC5RQZkDsf0qZ4XVZQU+t75+xw7X2XsQDAOKF1FdxVlQ1FcmKmL6jpp6KM60eFNrCuMop21X4Ve+7LkxspmYI6UlPwCmhrYYWseJCZeEbU2Rrg/GJlPP5a5HltK4q0GcMrA49Jfa1YeMBANvRGkYOfNtcbnxk51gKR6lClmnG6WJW2ymVK9SZZslzPDHjHpmvpMagiIiJAEK0/9/2YoinY4wRezOTG6bxizOGGs0UOljoO6s8HrRdDbCeDbZ7iy8AAJu0aUqtZ4BVzwNCkav1VYZ+zlNGKcWQi1Ct72pHfdbU0NwbAIBg8dqueNatBiExyOwW2uKsrWrZh5ZCn1CKQUuDFctCiBOOR8oPJyOraV3iuNWZx8UYrM7CDgBnlB2f36kPKr2FEK9r6E2sUJ7kF0LfM0Lb4D10NEmyUWzjeZT7fCkG/S81B2sXGf8hxJ85vFB3zz33YO3atRg1ahSys7OxatUqm3VCQ0Px6quvemSAREQlQT7KcEpyD2AMIiJyzJ0YJG/POGSEMYiIqGhcjUOP9orAI4kVsCnihOOV/YjDC3XlypXD4MGDkZCQgIULF+L9980pNkhEVJrkI8DlqcXzHa/itxiDiIgccycGyduTEU/FoOzsbIwaNQrh4eG4c+cO8vLyMHnyZAQHBxuuf+TIEaSkpCA2Nhbnzp3DAw88gMGDB5syFiIiM/BcyFxFrlEXFxeHlJQUu8tPnDiBOnXq2F1ORFSayQVUGZw8hTGIiMg+d2KQvD0VxuwYNGrUKNStWxcjR44EAAwdOhTjx4/Hu+++a7h+9+7dsWDBAjzwwAOQJAnNmjVD/fr10alTJ8P1iYiKG8+FzFXohbply5YhNjYWzZvL9VGWLFliU5cBAPLz8/Hll19i/fr1nhmlH9PqNcQKfccNlhtNaS7u53ihi2VKHbtsoc5PvKRPxf3eGLk4QthovUZD9u4orX2xrVxoYX+4XlluMzpo7ZFbZ8mNSH3/WUJduQNKirxYpeik0G4ntH9UHqcLNRr6Cant4ep06GKRO6G2Q73BciGLes8JNeyE8kCXIT8vsW7dGaH4w1615t9zMORounlONe598nvg/boMZB9jkPFnvLufGYafT0vt1SxTiseIdemEum/dhumfkZ8clwub/TV2nta3DQlaOwHbAAC3hNo359SCogBOKkV3uuUJqWU19aZWm04ofYqOQnur7bpiXbosYXFV5bG2uK9MvalW74kUatBdEcunGJ2Pi/tSnlal8ze0rmnV9EI9Yt0jtV1HLL4nZI7sUAsA6S+lVV0m7T0sJ/xefFh4DLL3O8TadMVHfQ+ysrIQEcE7hX2RJ2PQli1b0LGj/gHWpEkTrFu3znDdS5cuIT09HbVq1QIAWCwW3H///di/f7/dC3WZmf+H8PBwh+PwxHdQh+ckwjHFl1PfThjTI8KGar26eKHPqnansv0P+vYtsFNri3XVVuyUP4/VWnUAcACNtXZVpUadWr8NsK4z2uGeLQCsP8uvC1VPywbKheWCWwgp5WeEoaqxRfwaGm+wHNBr1NUX+sTadurZvHBOdKGZHpA2QD6XO4Z6Wl91nNPa/8VfAQCh0OPVfjTR2nVxFID1a6W+fgAgvMTAcNh6xqBvh53vHBYHNdl5zmQaxiDfV+iFupSUFCQmJmoBat68efjhhx8QFRWFwED9aml+fj7Onz9vbzdERKXeHQTijot/RbrjeBW/xBhERFQ07sQgeXu6mydjUNOmTTFr1iw8+eSTCAgIwO7du/Hyyy8brhsZGYkaNWpg+vTpeOedd5Cfn4/Tp09jypQprj85IiKT8VzIXIVeqNu3b5/Vz6NGjcI999yDBx54wGbd+fPnO3VgZ2szqI4ePYqVK1eiVq1aaNCgAZo2bVro+kRExaEAZVy+3buAU5Ib8mQMIiIqTdyJQfL2jEN382QMmjp1Klq1aoW+ffvilVdeQffu3dG5c2fDdQMDA7FgwQIkJSXhnnvuQeXKlTF79mzUqFHDcH0AaNSoESzKdJojR47UUmyJiDyF50LmKnKNOgBITEy0u6x///5OHdjZ2gwAsG7dOmzcuBGTJ09GmTJODb1EMUpxspe6auo01fMLX6ymvHYI3az1re7fS2s3Ob4fAND8zAGt73qMfhs4BimPeqYUwuP1dn1lWvIHhNu9NwmpSEHCWF5V1vlFTHcVbwN/SHkU9n+0Z7TWrvKkfEt7+LlbWl8dIdF2G9oCADbn6qm7Ypqv9lr1F44plC5x5rZ/o214a7fnSdJYU2/3Zl0GzzMzBpU0jj4THH1+2P1MUtMlu9pZV02htEov0m0f2kpr/zNWznmZVDBK66sScFFrP4WlAIBV6Kb1JWKD1v5FSbUpF6ynEt1385R+MLU8wWxhAGI6aojevKGkE9XQM2vR5Bxs/C7EmPqV9fbJy7br1hBKUFgdVyUuV2KUJPztsS8+19rD8aHWrqAUfDgh5NPu+FaPPZXb/w4AuFxbfzKPxG7R1+0pv0eVl/yu9V0Os38CXxhLqG2flGvbR+7TXmvbTEqXsEad55kZg6pVq4YlS5bgs88+Q5cuXbBgwYJC1+/QoQM+/vhjrFixAvv37zecfVZ04MCBIqW+msVeDHItNgl9O2zTZC2thFWXCe0p8roNWvyida14Rci7FLKEH+shv35iWRsxTXYKkgEAr2Cm1iemjkYpeaa1hXMHMZ00PVhOo334olArQog32hm4eDr7EIzXVUpASMJ5jkUPrcipI9dKOHOf/lzOC2Ul1PRdcXxf4Umt/QRWAwCWoLfW1wH6ud6i030BAGFR1/SDVhPuf4oWnoSYqqwQSypYvrBdbs0g/ZlKDJ4Lmcup+XPPnz+P559/Hps3y/95c3JyMHv2bKxcudLpA2/ZskWrtQDItRl++eUXu+v/+OOPmDlzJqZMmVKqL9IREZExM2MQERGRM8yMQQcOHMCOHTu0c5sePXpgw4YNdtdfvHgxYmJi8OWXX6Jly5Zo3749zp496/JzISIi3+bUhbp+/fph3759Wl2G8uXLY9CgQVizZg0++sjOn9vtUGszFBTIRTYLq81QUFCAl156CQ8++CBefPFFtGzZEnPnznXqeEREnqT+FcnVf+SYmTGIiKg0cTcGMQ45ZmYMGjRoEBISErT20KFDkZycbLju1atXkZycjLZt2yIgIABz5sxBdHQ0Jk2a5N4TIiIyEWOQuZy6UBcTE4NffvkFbdu2terv2LEjJkyY4NSBp06diuPHj6Nv377Yvn17obUZ0tLScPjwYTz66KOYO3cuhg4dioEDB2L16tV299+oUSNER0cjOjoaU6dOdWpsRETOykeAG8HJqY9iv2VmDCIiKk3ci0GMQ0VhZgzat28fypbVZ8AeOHAgzpw5Y7jusWPHkJeXp9WcK1OmDPr162d3fSIib+C5kLmcyiFVA4To1q1bmDdvnnZnXFE5U5th8+bNqF27tvaXp+eeew7jxo3DjBkz0K1bN8Ntirs2g6uMajM4U5/MYb2HOrY17ixiHZ1/CNu3G2fTt7edcBt+nZYAgNXQ69KJde0qK/UasqrrXzwa4JDWzqov94fH6HXhxBpykUotnyNb9T6xXO8NoV1ugPzY4gehc5DQbqk8CvWB6p3RUwSOxsj16p6L0S/iVoFe8GFJrlynYVyo/lq8tkmvU4GFyuMJ8f0T62jY1udw9L6yLl3J5t5MRyYVKSrlzIxBvsaZOj6OPl+ciSva9qni9sIK25THwXqXWjMNsK5BNw8DbPZfD0e19nbIhYXE2jlttQMAlXANAFBReQQASagxZ1HLB+ml3IA8m0MCAMrttV23vlD/9IZSqidLrDUnHKu2WgtIXB4ptNU4KmwjTll2ME4u7XERVYWh6rExQXjeqkXfvqC1X+qo17D75Fu59h+EUkc7tuk17LBWfrjcW69LJ9aVs/RSvgcI9WGtfkd6CrEr12A5awV5hPpaZ2UBERHu78/9WV8ZhxwxMwZ17twZ69evR1xcHADg0KFDSEpK0pY/9dRT6NmzJ/r06YO4uDiUK1cOu3btwsMPP2y4vrfZizHuntOIDF5+QJz4Vrkh8fDpxnqfUJcu7PEMrb1fqYkq1klVa7kBwPNKTdHr0Gttx0C/MLoTLQDA6i4gsX1LOQG52qKc1lfpoHAmo9YxFeKSRaxLJ9ZUVc5lrkXq+/ojUi9YV0ap7qXWzQOADdDrKVZVzm/Sob8uzbFHa+9VTsbKQQ8cu8WCec/Ilwuy44Va3f2E8TmYfNjo+4vFYuc7B8ba3YZ8H8+FzOXUhbpnnnkGLVq0wJNPPonIyEgcO3YMixcvxtmzZzF79mzHOxCItRmaN2+OHj16YM2aNYaFWi9cuIDy5ctb9bVr106rEUFERKWfmTGIiIjIGWbGoNmzZyM5ORljx45FWFgYLly4gJkz9T8Inzp1CpcuXQIAhISEYNOmTXjnnXfQrFkz3Lx5E7Vq1cKgQYPs7Z6IiEo4py7UderUCTVr1sSkSZOwb98+FBQUoE2bNhg+fDhatGjh1IEHDRqE6dOna+3ffvsNycnJhhfqKlSogKtXr1r1ValSBZUqVXLqmEREnpKPMsh37iNV2JaKwswYRERUmrgTg7alXsTmRRcdr+jnzIxBERER+PTTT+0u3717t9XPDRs2xOLFi10aNxFRceC5kLmcfiUbNGiAOXPm2PRfvHgRVapUMdjCmFFthnnz5hmu265dO0ydOhUZGRmIipJvu71y5YpNjYiSSL8F2Gh68qKzu72Smml4uzgAKUW4nTjFYCz/sL3dOGy0fut479AlWntsrrxd5VB9uXhLefjfhZRX1Z+FtvKdpGqI3hUk3D1bVci4xR/KYzuhr6XevNBMziMRU6xmYojWvgj5d7U9tmh9r43R/5IZnyLn1L5m0X+n35TGaO33FqbIjTrCrdtiSvEJo9u8eRt3aVbgRiHUAt7uXWRmxSBf42pqvKPPF7XfYWqt8Plqtf00pSHUSb/8kZ5iiSVC/0n58/a1WL1WUwVka+3DaAAAeBXTtL69aG4zFrFkQnCkHjdC28lpQ8Hif7OdQrum0G6tPIqpqUKphHKNlMfKwvKbQlu9id/er5S6X7HChpApFJMnp0jtDNZP3isJKb0thIGfQG0A1inF2yB8v/lV69StFdrvyw/SMDtjXaq+93Z+x5baprkyRnme/n/yZqHrFZU7MahVr2qIT7wHOyK2Ol7Zz5XWGOQprnz3tb+N7WeZtF3Y7hWlcVY4vRWun1YP1fNJK+A6ACBUSPdU02EBvRxOdSEHVfz/1QT7rdYD9BJA4v7FdNOHav6kta+Gyucp917S813vCPHo+pN6mqt63EDhUoaY5noU9QBYp6s2xGGb7cU03ltCKYYMyOfWx5T9iOMHgLBN8nld9v+E1NfPYGyH2jAun6Cej0oOv/YyBpVEPBcyV6EX6n788UdUq1YNMTExAORJHYzk5+dj3rx5+Pzzz4t8YGdqM3Tt2hUPP/wwPv74Y7z11lvIy8tDWloa1q9fX+TjERF5kjszFuUzOBnyZAwiIipN3J01j3HIFmMQEVHR8VzIXIVeqHvyySfRuXNnre7CyJEj8fPPPxuua7FYnApQztRmCAgIwKpVqzBkyBC89dZbuHz5Mj766CPUqlWryMcjIqKSxZMxiIiIqDCMQURE5C2FXqg7duwYgoP1aTPfeOMNVK5cGR06dEBAgD6Fbn5+PiZNmuTUgZ2tzVC1alUsXbrUqWMQERWXOwhwY6ajkj1jqad4MgYREZUm7sQgeXvGobsxBhERFZ2rcWh76nlsW3TO8Yp+ptALdSEhIVY/9+rVC/n5+VbBCQACAwMxevRo80fn48ysOeZ2PRihVpp0XO92VPtOXN5NUuooiHXphGnN49vKBX7E6clF9UKPArCuS3fvGWGu8WeUx++FjZYLbaXMQ3gdoS9CaO8V2mptu+f1rqw4vd6COi35Zej1FOaM0WvUqc9rdX+hMJNQV27vQvU10J/LBKRo7fcMtrGq6xRr+37ae48dvUesFVQyuFdAlbd7G2EMMv58MPpMMKpL52gbq+WpwjHFeqAJdz0CVrXSLgcKMx2Wk4+xPbe11tXK6gNf2Ub4XP4KT2rtYUrtumDodenEmjp/hMr1n+47eErfWZywYzE0KTXoIE4YL9arU0OTWFLqgNBWS/2INezE757q9jFC3xG9Wf6mfNGjb/Uvtb4/IvWAdgOhWnu0UmROrfEHAImxeuw5ECfX8fvrsLla36JvX9APptSws+i7BLrCBuuklm7uxCB5e8ahuzEGuc+Zzxqj2GXdp9bQFJa3Ehar5xnd7xju/1xudZu+mFA9cIi1Q9ehCwBgEPQYJ8YjtXbdRTuFTNXad2WRp/WdCNUzwdQ4eOYefXk9HNPauUKMuI4wAEDDK3rs2x2pB78oyDXkzggB6ZBSE1Yei1LfVRjLEvTW2mq9vfOn9e0Ta+rPe36GMrvwWeEJCueHhnYI56Xi+2WxfrRdPk7pM/5OY1hjl7HNJWbXSQVcj0MtesWgSeK9+DHif6aNpTQIcLyKzmKxoEwZ4xffqLAqEZG/UOsyuPqPHGMMIiIy5m4MYhxyjDGIiMg+xiBzFXrJ84EHHsC1a9cc7iQ/Px/nz5/Hiy++aNa4iIjIzzEGERGRtzAGERGRtxR6oa5Lly7IyclBkyZNEBho/yrnnTt38OWXX9pdXloV5+21jm7rtUp3HQObdS2xdnYspG6uju1lszhsdIbWVlNexVur22OL1m6MdABAVJaQ7pqjNy+0VqYi/1ZYrpf+ADoqj+KkWuId5Q8JbTVFaY/eFR6pp0tti2mLu72Zor8w6i3te59rqa+w0EE6mfAaqq+3eOu21XbHbfvsvYe8Tbt0cG+mI9YGMuLJGJSdnY1Ro0YhPDwcd+7cQV5eHiZPnmxVj8jI0aNHsXLlStSqVQsNGjRA06ZNDdeLiJgISZro1JiMmFVWwZkyCPhQOOZwpb+cnXGI6yopsddQUes6L+SbNsBhAEBl6HFFTXcFgIY4BACokveH1ndLeD8q4DoAIG+QfsjgxcJYxLIJapgSy92KpRTU2CJmttUX2icM9inEM1yGLfFXp7Lt4pPCzm5BL9Wgpgf3jdUL0b9dMF5rv9TxQwDAJ72G6ztbK+xYTXO9IbyHYklf9b27UfjvAGCcdkQlg/uzvjIO3Y3nQeYq+ueLvbRJeXvLcmH7eGGzL5THaP30tlqPE1pbTVcF9DTWFTuf0fpeaTFVa3fBOgDAOSGGidvPwwAAwF+xSOvbiT9p7apKPZ+9wgC7Y4XNvsT9H0JDrS2ea51EbQDA4chDWl9FXNPa29HKpk89PgDMxCsAgIfwk9Y3Rijno5ag6F5TDxz70URrh0XJ+82O1stWWKXBinaoDT3eWF4R32/nU1sdlu5gvHKJ+rplZWUhIuJ9U/bJcyFzFXqhbvjw4ZAkCVWqGOffizp1cpSsTkRUeuUj0OVC3p4MTocOHcLrr7+O1157De3atfPYcTzBkzFo1KhRqFu3LkaOHAkAGDp0KMaPH493333X7jbr1q3Dxo0bMXnyZLvpT0RE3uBODJK350nS3XgeRERUdL56LlRSFXqmcc899xR5RxkZGahVq5bjFYmISiFfnUyiYcOGCAsLgyR57hie4skYtGXLFnTs2FH7uUmTJli3bp3d9X/88UfMnDkTq1atKvTOCiIib+BkEubjeRARUdH56rlQSVXoKzl+/HgUFDi+upmfn4+1a9di9+7dDtcl9xndIuxwxhshxVWcIdaqbSB7t36b82rIqbFhD+lpS5VD9bY6g1FueT2lZ8t97bX2E9O+lhviHyYvCm01lShc6GsttPsI7dPKY029K6u6ftwhmAnA+tbxv6Tps+hpFtp2AQCekx+sUoaF11BLea1jfOu2iLdkk7eVLVvW8Uo+yJMxqGnTppg1axaefPJJBAQEYPfu3Xj55ZcN1y0oKMBLL72EJ554Ai+++CLS09Px0ksv4YUXXjBcHwAyM/+vyGNxlmEMCLW3ti1Hs6aJs7riG4PPr4/s7HiS/CXrYoH+IR8fsFdrvzFNTnPtNkyfYnZ7gT5l34yAoQCA/wb/Vet7VkgrapAnp/0E69lH1rO+ihPMqtlEYrprE6GtTgooprM2EtoGqa173tBXaH5Grr+wMaaN1iemFanpv2rKkXz4/Vr7Iqpq7e1KoBNnFGwQcFhrfzJNTnl9JHWz7aAA7AjtYNvZU3jfljpIXxYwXhHpeB7kGmdKvRjHI+N9aaUWnhJWfkRoJyuPQlrm+eV6yYHzQvmBNj02yo0Wv2h9m4SpTHtjCQDr84jdeFBr11TKAalpp4B1aqwaAx4U4sI2Yfr0J/GVzfYPCbUaxH1dVmopiDPBittVVgKWmO76AvRZwtXYIx7/36eTtfZfa+plF1TiDLg/ZbSwWR42SD//y06OslmOwcL7+tE4434F4w6RsUIv1O3atQv79u1DzZo1C72DID8/H0ePHjV9cEREJUU+Atyoy5Bv8mhKB0/GoKlTp6JVq1bo27cvXnnlFXTv3h2dO3c2XDctLQ2HDx/Go48+ioSEBCxcuBDPP/887rnnHnTr1s2p4xIReYI7MUjennHobjwPIiIqOp4LmavQC3WjRo1ClSpVUK9ePYc72rDB4G4lIiI/4V4BVaZSGvFkDKpWrRqWLFmCzz77DF26dMGCBQvsrrt582bUrl0bCQnyX6Ofe+45jBs3DjNmzLB7oa5Ro0awKLcFjBw5UquFR0TkCe5PJsE4dDeeBxERFR3PhcxV6IW6Vq1aFbZYs2vXLjz88MOmDIiIqCRicDKfJ2PQgQMHsGPHDsycORPNmzdHjx49sGbNGiQmJtqse+HCBZQvX96qr127dti82TgVUd1/eHi43eVERGbihTrz8TyIiKjoeC5kLqeq/eXn52Pjxo3IyMiwqtlw5swZrFmzBjt27ChkayqMwxpzAqsprdUaav8w3kZbLtRSk44XflxLmrCD/nrzzeNjAADTcodpfdvQVmv/pNRu2BLYXutbmP+cvgO1tMNXwv5XCe0hyuMdoe+M0H5PaKulgq7oXbkx5XC3nbCtqwDodfayn9PrKoSN1ust1AuVUxj2dmqpb9Tf+DXUGders1e7jsgZGRkZmDRpEnJycjBr1iyrZRMnTsTx48eRm5uLgQMHWk2ScPr0aRw+fBjff/89WrZsiZCQkOIeumnMjEGDBg3C9OnTtfZvv/2G5ORkwwt1FSpUwNWrV636qlSpgkqVKrn4TIpO/fxwWOcnV/zJ9rPIYQ0Yo5pmALBUeRTrm3UVtkvSi/9Wri3X1EkM0O8sUevSAcBrw8YDsF+LTVUPx7S2+BleTSlOd7lesNZXod51rV3pyg19J0o5OGmQ3mUR441KzLQQJkWWIm1XzYN+3L/F/BsA0Arbtb4/hIDVQwl0B47Ha32NYvdq7Yq4prWjIMee81phPWDH8fb6geMM+kbpRZzU916s64S1tuO3/h3ROfP9g8yjvtZZWVmIiHjfy6OhovCX8yBPfybY27/x92Uh9qmnH/ppiPXnnlq7brDQd9B4DN/VeBQA8FgLPTCcRG2trdaFq4o/tD6xrdazEz/LV0G/w74DtgCwjnfiurvxEADgnPC5vwpPaO2GOGQz5qOoq7UrC4VU8yDXIR6OD7U+scbdfqVAawXo8XJUzQk2z0Uci7guVsiXC6oNO6F1nX9Fr/dn5ZRyElfL9YltClPk7zREpYBT/4v69euHZcuWoWLFipAkCeXKyRdGrl27xmnJicivuTcleeHb3b59G9999x1Wrlxp8xf+GTNm4MiRI5g7dy5u3ryJ+Ph4rF27FnXryl/oatasie3btxvttsQxMwbt27fPapKNgQMHYt68eYbrtmvXDlOnTkVGRgaiouSL+1euXEHbtm0N1yciKm7uxCB1eyocz4OIiOzz5LmQP3LqQl1mZiYuX76MwMBATJkyBW+99RYA4JNPPkH9+vU9MkAiopLA2SnJt07di61T9wEAJKnwKcmDgoLQvXt3pKamWvXfunUL77zzDpYtWwYACAkJQWJiIiZMmIC5c+ca7apEMzMGde7cGevXr0dcnHy70qFDh5CUlKQtf+qpp9CzZ0/06dMHXbt2xcMPP4yPP/4Yb731FvLy8pCWlob169eb9+SIiNzgbAyy3d7x7Kb+judBRET2uROHGINsOfVKNm3aFKGh8tTQISEhOH36NGrWrIkOHTqgW7duOHjQzv3FZFdRb+G1t1xNwbSMKfw4VumuscICISVW28e7xrekV1BSXjuE6nWZ5sQO0drnj1cEAERlZWp9ZfS7pIF1ymMVoa+L0F6sPArprHhNaB8Q2qeVR/0ubRxGQ619Qrl9fZ3VAXTZ78t3xcSn/KD17Y0V0lyPy6mvknDDjEXI4lVfQ+MUWN6S7Y+crcvQZuSDaDNSzge/mXULYyI+drhNUFCQ1c/ff/89Ll++rF1sAoBmzZph9OjRRR5HSWJmDJo9ezaSk5MxduxYhIWF4cKFC5g5c6a2/NSpU7h06RIAICAgAKtWrcKQIUPw1ltv4fLly/joo49Qq1Ytc5+ggaJ+lthNsVdSVq2W9zTY51IHy0ViWtEaPe+oyrCLAIAT0FNiKg/9XWtvR2ubXV1DRa19SPkMb4XvtT4xFWcD5LTkYNzS+p75dYW+MzFdVTmUZbfeJelZRcgtHwAAKH9F+GJ4Wm9uq/cnANapt/MwQGurKUzVcV7rU9OLAODAt81hQ4i9O0I72C63R82K/HOK4WJLqPJ+ienJN4pecoHxqnRgjTrP85fzIHc/E1zffqyyvd5jVUqmlbLfHcLn2yNCaux2dRs7u/9QaO+UH77eqQeGvw7T/8D5i/J5/hB+0vq2IUFrq6mnZYV4JFLjQSiMaw60V1JjxRgopraKqadlkaccXz8p6YRNWluNjWKf6CjkyVDUdF4A+ApPau1zuXKczU7WywFhlnAC111OZ72eq6fxop9wgJ1Cu9YE3M0ovdkipjTPstnELsYr38YadeZy6kLdjRs3kJCQgL59++Jvf/sbunXrhhYtWmDjxo3Izs721BiJiMhAeno6AgICrGqlVapUCZcuXcLVq1eLpYZacTIzBkVERODTTz+1u3z37t1WP1etWhVLly61szYREZV2PA8iIqLiEuDMylOmTMHAgQMRFxeHsLAwzJ07FxcvXkSdOnV4AkNEfi0fAdpfkpz/59RHsSYzMxMVK1ZEQIC+fXCwXPA+N9dO5fgSjDGIiMiYezHI9TjkTxiDiIjs88a5UGnm1B11//3vf9G/f3/t5zp16mDu3LnYtGkTwsLCzB4bEVGJcceNAqqubhcZGYm8vDyrvhs35JkvS9vddABjEBGRPe7EIHV7KhxjEBGRfd44FyrNnLpQt2PHDjz//PM2/TExMejSpQuOHTtm2sDM4OnpxV3l7rgMt18orCCWsTmh1AIQ6zUIdenijws12tKUGm2dhFoCafpmYfJM4lg9ppfWt/J4otbOVqYgv3e+XqMODwrHVevsimMtL7Sz5IdNQp2gTkeE5WL9IbUegl6ay2oq8gbKtOZiPYcubddp7feUF0l7zgAg1KDba9kAALDUEZafEGpi/MP2fXP1feVU46WDewVU813arm7dusjJycHNmzcREhICALh06RKio6O1OjqlSUmLQd5i/FliWyPGLrFenVr37H1h+UdCWy/Zo9Vt2zFNr7/2z2HDtPYbx+UCQe/E/p/Wp9bWEdtL0Fvr64K1WrsC5NSy3vhC6zsYp9cJvO/MKa19ISYCAHDvr3o8uhZZTmtXOipf0FbKDMnbtIgQjiXXB+oJ47tk1Hp14vh3fCvUnftVfmg0bI/WdaCXXreucrZeu+/ylhpy48926gSqJScd1KCThJtotbp1wrq++p2IzOH+ZBKuxSF/whjkHkffd43m1TKqbybWpcMOYf+tlMYyYQdi2TaxhOB98kODYb9oXYuWv6C1q/WQa7R9d1r/XG9TU6/RfVKphW2vBl0u5O9gDZXzEQC4Dr3G28f4GwCgCfZrfaG4obWPCfXqYnAGALA9t5XWlxuqx7Pvlj8KAHioh15Pb3buIK2dnVERANCgZrrWJ9bAU4VNydDa50/H6At2y58r2WeFGnZK3ToAQLTwuaO+N/E2u7ci1qVjbCo9vHEuVJo5vMfwwIED6N27NwIDA/Hxxx8jMDDQ5l/jxo1Ru3btYhguERGp2rdvj6ioKOzatUvrS09PR9euXb04KnMxBhERkbcwBhERkTc4vOTZqFEjLFmyBPPnz8eqVaswfPhwq+UWiwWhoaGIj4/31BiJiHxegRszHRUUcbv8/HxYhNtjg4KCMGLECCxfvhwJCQnIycnBxo0bsX79epfG4YsYg4iIHHMnBqnbky3GICKioimOcyF/UuR7E/v374/27duXqL8Y+erts+6mu1r1j3GwrpKiKQnpsBVy9VubrVI/Ve2MUzyzEWWz6p+EObnvPaikGInprr8K7erKY47e9cc3ejtSyTrqVEXYRkiDhXCXNdrdtU8A9Zae1dpv9fwHAKAq/rAZMwCgv/IopLuik9B+V3k8Yfy6q68nb9cuueT37qZp+/P0lORLlixBWloaAgICkJqail695BT0UaNGYfTo0Rg+fDgyMzMxe/bsEvU5XVQlMQYVB6PYYPS5ZO+zyqJWMpgk5ByN0i8GS6l3rQdYpbuK5QeuoSIAoPJQPa1zUsEora2mvIqprQe+1dNBH+kopxXVw1Gb5wQAY49OAgB8Ua+71iemHV2L0esyaulGlfXtdwvBqUk9Od3oZL06Wp9YPkFN4/0cfQ2PpS5vAj1tageE1Ndt8sMB6M9PdDlwtm1nOTsx5IZtupiY2ioZZF5Z9zE2+QN3YpC6PdnHGORDdtgp36CmwU4RPvOeEZZHC23llOHw8qZ6n5AmW6GHnBpavaZ+nhMl1EpQ01Q35eonD9VD9RhSGyeVXerLywkxpIVy/rQTLbS+ysL+1dRZAJi0XHk+D+knQt+teFQfrFINYkkPPbY2DNVTbn96vzUA4DCE53qf3tTSWFcIlwXENOG9sDVcvIQgvh/KWIWUZAhprkZ4/uQd+vfCknMu5G+cSiIOCQnBX/7yFwQGBmL58uW4cuUKFi9ejAoVKqBv376Od0BEVEqpMx0562Dqb0hftN/her1790bv3r1t+gMDAzF58mSnj1sSMQYRERlzNQaJ21PhGIOIiOxzJw4xBtly6hV58cUXkZmZqc0mGBkZiSFDhuDHH3/E+PHjPTJAIqLS7L5e96PrZ929PYwSgTGIiIi8hTGIiMh8B1N/w9p+K7w9DJ/j1B11ubm52LJlCyZNmmTVf99992H8+PF4++23TR2cL/FWiqOj2fm0lFYhtdUyRhhfJ7VP3CrKZjkA65mRFGGj9TTZDqFyWlKVthe1vrcxQWvPPj0UAHBHyKYto0+0CqiT7wXrXVWFdf9QJqCt2k7v07YBgIeEtpoeu1rvOjpdv6c9EfKsrW3P/Kj1NY/R78MO+1V+Xtm79ddC0ieIhThJrhFLrIMVnMBbvr1DksYiKysLERHvO165CO4gEIGcktyjGINk4meGo88Ph7NKqzO8rhWWC3ORaMc9JgQRITVWTH09MM02zbPbsFStPb3gVQBAg4DDhkPpi88BANuE3NrDaKi1V9V7DACwCH/V+t7Ee1r7Fspq7f1oAgBoe06PARWqZWttNU33EBpofXuFaer2KG1xZrzrCNPHVSBvt2OLkO6apDfVWV0v966hd+oT2Fr7UHntRwt9BjPvstQCFcadGKRuT4Xz5xjkiL3zFefildpy8bNumbLuWaHvC6EtpMGGDVLOA2YbnxMdnqakiQqzm16vqc/aqs7gmr1f375xC/1EasXpngCsZ4qtqczeCgBf4UkA1iUXRGJKrXp+Fvb4Nb1Pn9QV1YfJ+zi8U09tPQ+9rINVmqtKTG1VU15bGKwHGKe+WhHfY9ulQmlloRyH2Odo/1RSuBqH6vVqipjEBjgSMcHxyn7EqQt1jRs3BgCrYubXrl3Df/7zH5QtW9beZkREpZ57U5K7tp2/YQwiIjLmTgxSt6fCMQYREdnHcyFzOfWKtG/fHm+++SYuXryIpUuXYt++ffjkk09w6dIlzJ0711NjJCLyeZzpyPMYg4iIjHHWV89jDCIiso/nQuZy6kLdU089hXr16mHq1KmYNGkSbt++jQ4dOmD48OF45JFHPDVGIiIixiAiIvIaM2NQdnY2Ro0ahfDwcNy5cwd5eXmYPHkygoODC93u6NGjWLlyJWrVqoUGDRqgadOmha5PREQlk8MLddeuXUPFihW1n5s1a4bPPvvM4XoljaPaL2Kfw5o/JjI6hsP6aJ0M+hY6PpZajy77Xb1PrOF2pm2M/IgYrW8uXtDaex5rBACoJtRbuLeLUGROKSWUpc90jqPCjNBqJZ9NW/W+dhF6OyhPGGxN5VGoN1FvtV6Uol5NuX1HKNFwNLcebAh1+Sz9hf5/yK+7ZFX7T1j+rvO/A6wvVLpxSnLP8JcYJDL6rHDqsyZUb2v1YIQ+3LCtf2bVJ9SbqZwvF8K5PEMoKCPWWpukF5ep3F7+7L+8Ra/LJtZ4u3yyOgDgcG1989c66gXYj6KuzXMRt3+hQL5jZXGA/sHfJO8XrX0mWI9NobgBANj4YButr1Xedpt16+Ck1ncO1bV2PRwDAMzDAK3vYkEVra3VntPL6QFr9OblwNly40PhfbNXo26b8mj0vtzd74Li/M5C3uNODFK3J1ueikGjRo1C3bp1MXLkSADA0KFDMX78eLz77rt2t1m3bh02btyIyZMno0wZ30oTc/Xzxfi7sfG+jOqbWXlKbQifmafe0tvP6K9ZdrRyfiPUsAvbpNflrhAqx57zO/UTicPv6xdFu8+SN9wp1HVb8Yoem8KmyPs6BoNzD4EYd9S6d8BdtfPUvvIz9R9+0F+jw58p634kri28BkockobpXZZpwqpqvTo79fyglfh2fB7jqM4g45HvUN8DM+t181zIXA5nfV28eHGRdrRkyRK3B0NEVFLdQaBb/8gYYxARkWPuxiDGIWOeikFbtmxBrVq1tJ+bNGmCX375xe76P/74I2bOnIkpU6b43EU6IiKA50Jmc/hJP2LECMyZM6fQIql5eXn47bff8Le//c3UwRERlRTyX5FcLaDK4GQPYxARkWPuxCB1e7LlqRjUtGlTzJo1C08++SQCAgKwe/duvPzyy4brFhQU4KWXXsITTzyBF198Eenp6XjppZfwwgsvGK5PROQNPBcyl8NXMjY2Fvv27UPnzp1RuXJlw3Vu3bqF33//3fTBFSdnbsEt6rpmpjqK6a7ScaFfSccUUzSttDNImfmHMBYhJXZYinwf9LQc/d7o60K6VHPlcW9aS63vhbZ68dxdWXJ9jjInhGP9KrTj5YdwYSbyyL1CW0lzbSdsclHInK0hTi++XHkUUmfRR29OjXkFd8tO028jn9+2NwCgP4S/gJ4QXquFyu317wp9dQzSkIvwHhvd5m3v/aTiI78vNx2u52knUn/GsUW7vT0Mn+UvMUjkTJqI9hlkJ1VSTUOx3t52/1bbD9abaroq4vS+Rrl7tPaB0Ob6umuUdNDaejrsHujLX4udAADYjtZa37+mva3vd5i83wSkaX2toKerNgg4DABYip5aX4XgbK19EXpqaoKST9oQh7W+n4If0tq1hZRX1SE01NqH0QAA0Bz6c120RT8p7paaCgA4KqQ1WaXG9jRINdqmtzFJr6UgafHA4H0RGP1e2FtelH4icsxTMWjq1Klo1aoV+vbti1deeQXdu3dH586dDddNS0vD4cOH8eijjyIhIQELFy7E888/j3vuuQfdunUz3KZRo0ba7LQjR47UUmx9WdHTIoXPv0eEdXeo/UKfYQongIfuyI/JQjqsmG46SHkcIWyTrDdX7BR3rOinN7MzKsqP7wv7nKU3z59WSjXs1o9foYedOyrVlFYxjXe3wXKxTGK88BoMlx8sB4Xl4jnVXoNjHjToE4jpx5IkLFDGIG1nPCJyl8MLdenp6fj6668xe/ZslC1bFkOHDkWTJk1s1luwYIFTB3a1iCoAvPHGG7h48SLmz5/v1DGJiDzF1boMNXs9jHsT43Aqwve/RHuDp2IQEVFp4qs16g4dOoTXX38dr732Gtq1a+d4Ax/jqRhUrVo1LFmyBJ999hm6dOlS6PabN29G7dq1kZAgF8V87rnnMG7cOMyYMcPuhboDBw4gPDzcqTEREbmDNerM5bBGHQA89thj+PLLL/HGG29g7ty56N69O1auXAlJuITeu3dvpw6sFlGdOHEiJk+ejIKCAowfP97hdtu3b8dHH33kcD0iouKkBidX/5F9nohBRESlibsxyFNxqGHDhggLC7P6vC5pPBGDDhw4gB07dmh153r06IENGzYYrnvhwgWUL1/eqq9du3Y4evSo80+GiMhDfDEGlWRFulCnqlu3Lj744AMsXLgQZ86cweOPP46pU6ciKyur0NoNRpwtogoAubm5mDlzJv7yl784dSwiIk8rcCMwFTA4FYmZMYiIqDRxJwZ5Og6Vls9nM2PQoEGDtDvkBg0ahKFDhyI5Odlw3QoVKuDq1atWfVWqVEGlSpVceyJERB7AcyFzWSQ3/sS1Z88e/PWvf8Xvv/+OF154Af/+97+LvG2fPn1w8eJFbNy4EQEBAXjxxRfRo0cPu/UZAGD06NHo168fJk2aBACGqa/yFMMRyMzMLLG3fDusTSPUN1Prqtldftd6dwvLGaK164XKf5nbG6vXoMN8vTmwrTwteGOka30PCUUS2h78UW7kCQc4IrS/UR6FGnUnV+ntyBD5MVwv8wPkCG3xj4mRyqNYLuQ5vXmhv1zw7rBQc2g4PtTaD+InAMCSXOO/gGbHKTUl7LxuGqHen906geST9Bp177v1eaF+5vTKnIGg8HIu7eN21g2kRgwt0Z9b3uBODPIUT8Uge/UwLWod0RuF18s0iisA9Np0XYW+BKEdB1tC7dHKQ/W6TFUCLhofQ6HWcBPXE+u6qS5vqaG1H+m4WWsnwvZuk1b4XmuLte/64nMAQDnkan2VcvWip1+EPm2zrxvQi7JWVwLVEugxYkNBoj7GGcoYxbpzorUGfeJrvLToNeaodNL+70pZwE3XPzPMiEGAZ+NQ//790b9/f7Rv397U/XqbOzEoLCwMP/zwA+Li5A/ZX3/9FW3atMG1a9ds1l29ejX+8pe/4OLFi4iKkr+fvvzyywgNDcXUqVOt1nU2BhW9LpxrTK3XbRjHjPYprPehnWOqNdg62TnYWeXxC6Hvizt6+7xSPUo4ZcIpYfn78vKwKRl2DiCzqosnHmuHzapW9WNFklL7zl7dOL1WrdAnlvL+yLa2n/X2RY9Xnv59IvOZ8b2V50Ke4dQddaoVK1agQ4cOeOihh5CRkYFXX30Vr7/+ulP7mDp1Ko4fP46+ffti+/bthRZRBYCtW7eiatWqaNSoUZH236hRI0RHRyM6OtomiBERmY1TkhcfM2IQEVFp4m4MYhwqOjNiUOfOnbF+/Xrt50OHDiEpKUn7+amnnsLixYsBAF27dsXDDz+Mjz/+GIA8y2xaWhqGDx9uwrMhIjIHY5C5ijx/7vXr1zFnzhzMmDEDx48fR5MmTfDJJ5/g2WefRUhIiNMHdqaIanZ2NubOnYt58+YVef8sokpExSkfgQjglOQeY3YMIiIqTdyJQer2ZJ/ZMWj27NlITk7G2LFjERYWhgsXLmDmzJna8lOnTuHSpUsAgICAAKxatQpDhgzBW2+9hcuXL+Ojjz6yKiFERORtPBcyl8NX8tixY5g2bRrmz5+PnJwcdOvWDbNnz7a5ff2XX35B06ZNi3xgsYhq8+bN0aNHD6xZswaJiYk2644bNw5jx45FQIBLNwCWCGK6qsO0pToOlgvpmPEpPwAA9sYK2wjpnB1C9bSiM5CnCu92PFXra4L9Wnta7jAAQloogDePj9Han9/XFwAwGu9rffX2nNXaWrpqpN5VW0htXa2kxrYWUmMjH9LbuCm02yiPl/WuPf31uy2b7zsAAHi7WV+tb5xwS/dY5bb47PL6lyLxdXNIWZfpriWXJI1VbtV+3/HKRSAHJ850ZDZPxaCSzCiVSEx5MUwPKiektOQK66rpd2KqppiW2dP2c/GRVD1u7DjeXmtfRnUAQKPYvVrfgWnN9Q2T5FyaKrF66uvlk9W1drfYpQCAah2FICD4CQ8CABKEfNOl6Km1s1FBa7+PUQCAZ7FI66sS+ofWVtNc20N/Lh9ghNY+iro2x38qYKnW/iRJjoeVh+pj1dJhReJrOWmM0C+so7w3lmlCn5BSK6XChqN0MjPTzcgz1P+HWVlARIT7+3MnBqnbFyYjIwOTJk1CTk4OZs2aZbVs4sSJOH78OHJzczFw4EB07NhRW3b69GkcPnwY33//PVq2bFni/rDiqRgUERGBTz/91O7y3bt3W/1ctWpVLF261M7arjMrHdXefhzt3/3PKuEz9hFl+3hhP8PFeCj0P6I83icsjjZoi2UDawmnzcuUxx/sDGuv/JCdLKS2inMhqtV4xGOKx5oitOOt92nVB8DSSn50lK5q9fwN52W081opbXv7F983xhv/xnMhczm8UNegQQMEBgbiL3/5C4YMGYLYWPmK0unTp7V18vLyMH369EIDzt0GDRqE6dOna+3ffvsNycnJhhfqpkyZgilTptj0f/bZZyV6FikiIiqcp2IQEREVze3bt/Hdd99h5cqVaNWqldWyGTNm4MiRI5g7dy5u3ryJ+Ph4rF27FnXryhe7a9asie3bt3tj2KZgDCIiIm9weKGuRo0a2m3dW7duRVpams3FsVu3bmHbNnsVlY3t27fPaoakgQMH2k1t3bNnj9XPY8bIf5VOSeHtTETkG/hXJM/wVAwiIipNPHlHXVBQELp3747UVOvbO2/duoV33nkHy5bJtxeFhIQgMTEREyZMwNy5c10eiy9hDCIiKhqeC5nL4YW6SZMmoU+fPg539MADDzh1YLWIqjrbkVER1Z49e6JPnz6Ij4+32jYyUs6dvLufiMhb7iAQFheCzPnU7Ti3iF/w7fFUDCIi+n/27jw8iiprA/ibhCxASEiIAhoQCCo7QR0X1oBoCNtgWKKDAwjooDIgmDEMyhZAdEAcWXWECIowDILsiChLFJAPUBAJm7IqIAlCQhYCCfX90d1Vt+nq9FLVXZ3O+3senr65td3uhDqpSp1z/Yk7MejUzLU4NXOd6QsnMlSCg4Otvt65cycuX74s/y4PAC1btsSYMWNcGocvYwwiInKOu9dClm3JmsMbdc4EJ8B0Y80VrhRR9QeOajBIJ8veTtxGrGcnE+rWWddNM80bHrBIOFZ7Zd1WQnGFA5mmdX9+qKHct65ZX7kd/pNpivEhJ5XvUw2hSNwhNDeth2u3H97EUoroc6FPKEXU43HYUi9VBFhmQK+hdLXaeUT54oTppUnLLLlrDx6R25b3CmxWtlmicpwdwveqg1C7YbK5nS58X1gTqEK7hUoodaOA6p192yM68SFsjXTuXFvReCoGlTdWMUA418g15uysq8Zqm/Xm13rCRXozle1fVJpXUV1uv9pgqtx+5+TrAKzr0jUeoTwR3w6ZAIBDUOo41ainnOTvwzEAwEPYL/elQ6nrZtn+ta1KMbcXOr0nt68JNeoGwfSEfh2ck/vEenYpWA4AGI45cl9XbJTbH8NU33QAPpb7NqKr3H6swXYAwO5ZHeU+q1pIltp+Xwuf5WmUTW17CN+vIudjDGOQ71P+H18vcz1nuROD6o5ORt3RyQCAkrxCl+NQVlYWAgMDERUVJfdFRUUhOzsbV65cseovrxiDyqb1XOOwLjfKrn9m9bv3LkufsMKLwjZiPbqj5leriXOF475YdhysnXwKAHCtUIk7+QuEenTxKsc8U6K0L5j/ry62PQwAYLcwllSVsQwU2vNN6wYEOP+9sL4v7yieqPUxxpAtd6+FLNuSNcM+EVeLqIoWLVrkgREREREREZEzcnNzUb16davJ3kJDQwEAhYWFfnGjjoiIyAi8dUlEpINSDY97sy6D9+Xn5yMtLQ0REREoKSlBcXExpk+fLl9kluW1117DpUuX+EcjIvIZWmKQZXtXRUdHo7i42KqvqKgIAHiTjoioguG1kL54o85L9JyeXEyTtTzebUlLBYCABsqj1/Enzamtg5QcVPGJ8HhhX/HtTev+XNhQWK6kxlr69+NBuc+SigQA68ab0mT/L32B3Jdw73blAPeaXiLO31D6qgqDsWTRHlW6ipRJtVC5rrCuOVuq5BOlq9IppT1z0EsAgBpQPpdXM5WUXct7PTBO+KzF1NdT5u/HV85PN28vNa2sbch/lCJQQ3AKdLwS6SotLQ1xcXEYPXo0AGD48OGYMmUKJk+eXOZ2u3btwvz58w1Nc1I/l6ifX+RzkZBKKaZQoru5v5sQGboJO3jbnPOyXll+KeFOuf3O6dfltpwO+o2SDpoyYrncvoZw0/K+QrqokEpUrVM+AGAbEuS+VlBSZ/9zcgQA63TXamKpBZVaCWK6q0g8hsXvqCm368MUUF7cqkxy1aOTUkh/91bhPViIn7HlfT1uGwsAx99D9d8Jyl7O8gvli+V7lJeXh8jItzTvT0sMsmzvqri4OBQUFOD69esICwsDAGRnZyM2NhZVqqjk5RM5wf7v05Zznb11VfY1D8Jy9fPx7fsHoKSs9hLSVVcrl80XVtW33fwRof1fld2/JVx2H1BZvlt9VJIpOx0B4q8d88U1LONWTxlW40q8UCvDRKSG10L6cvkT+c9//qPa//PPP2PmzJlYu3at5kEREZU3JQjS9I+co1cM2r59O+655x756+bNm+PHH38sc5vCwkLMnTsXf/7zn50fMBGRF2iNQe7EoYSEBMTExGDv3r1yX1ZWFrp161bGVuUbr4OIiNTxWkhfLt+oW7x4MWbMmIFRo0Zh1y5T1c7s7Gz86U9/QqtWrdC4cWOkpqaisLBQ98ESEVHFplcMatGiBebNm4dbt24BMNVFHTZsWJnbpKen44033kClSnwYnYgqntLSUvmcCZhmgR01ahRWrVoFACgoKMCWLVv8atbX2/E6iIiIvCFAkpyYj93sxIkTaNu2LWrVqoUqVarg+PHjWLt2La5cuYI///nPKC4uRqVKlfDdd9/hs88+w4wZMzw5dlWmFIJI5ObmIiIiwuvH9warR7frqzyGfEpludAXLyXK7QMNlJRYy2yuywtT5L78t4QZjDqbXnq0V9J/7sQlm8OLqbEZGCy3LbOyZrZ5WO5r3+3/lA0tE8x+KewsXmgLqa14yvwqlkYRUmN/bhkLADgvTzULbIbyvi2z94kzAq4LUGaItXxu9mbjtRBn4LVOSWYKUnmgx/nCso8/5a5DpYiqjjdQUZJXgL2RPfz6vKUHPWPQhQsX0Lp1a7Rp0wYvvfQSrly5UuZTIDt27MD333+PUaNGYdCgQQDUJzbyVAyyd05RnfVVuD5UnTm8r7ByO/OrMONoY6mn3D6y1TSDa42E31THdfm0co61zOAq9lk5bcpLatxJSWetjqtye/fJBABAjwafyX27brVWjjXnbgDAX0ZkyH3iTK/t8I3cfvtWGgCgdeAuuS8HSjz7G94HANQXpmIVZwa3zCwrvu/L2++W24912mYas1oKLHBbWpLZBqHdzU6/RZFtipa9WBJgngRXGqE+FHk9xiWfIv/flfKA6+6fM/SIQZdXbEf20q9xZfVOu+NYvnw5XnvtNQQGBuJf//oX+vY1nUhKS0sxZswY3LhxA7m5uXj++efRpk0bt8bh63gdpA93z0UOU1cfM//urpz2EaCEEOt+y+ThQrkdq3RUOQ1VOOZKYay9Lf3i+IV13zP3j7Q3ZvPy94QuMV1WSIO1XKnbmw1X7fgOZ8jVsSQTlW+8FvJdLj1RN3v2bBw5cgQHDx7E7t27cfLkSezYsQPXr19HYGCg/JRBs2bNsHz5cgd7IyLyH7cQhFI3/93i495O0TMG1a5dG8uXL0dkZCS6du1q9ZTI7fLz85GRkYGRI0c6PdbGjRsjNjYWsbGxmDlzptPbERG5Q0sMqt73cTRY/HqZ+09JScGZM2dw6tQp+SYdAAQFBWH69Ol47733sGjRIr+9SQfwOoiIqCy8FtKXS/k7DRo0QHR0tPx1aGgobt26hZKSElSuXFnuz83NxR9//KHfKImIfJxptiLOdORJesagI0eOYPfu3Zg7dy5atWqF5ORkrF+/HomJiTbrTpo0CRMmTEBgoPN/2zpy5Aj/IkhEXqMlBinbU1l4HUREZB+vhfTl0o26U6dOoX///qhfvz5ycnLwzTffoGHDhjh+/DhCQ0Nx5coVREVFYeXKlbj//vs9NWYiIqqA9IxBQ4cOxezZs+X24cOHkZqaqnqjbsaMGaopTIsXL4YL1SOIiKgc43UQERF5i0s16q5fv45JkyZh48aNiImJweTJk1GnTh3885//RLdu3fDTTz9h3759yMzMxMKFC/GXv/zFk2NXVR5qM7jDbn0itfpDQt00PGveJl3YV6bSjm//ndyW69U9K2w/WTlueMHLNuMSa9iNTR8PAJhVqBTKGVFlltx+BHsAAE2g1IJr+MGvNvtEqNDOs9Ofa3opEWq/V9ohLI83vVSrkS13dayyTW6fQx0A1jX6wn/Kkdv5zUzvy926c47qaDj6HpJ36FmXoXnuVwhysy5DaV4BDkV29rvzlt70jEHh4eH47rvv0KxZMwDATz/9hLZt2+Lq1as26x44cMDq6/HjTee69PR0xMfHWy2z9zOltd6Lo+2tzjmVleWWenV2z0mWde3UTKuRb6rRdjlFqc8m17UDgO7CrxBx5kDzy3i567EG2+X27r7mem4vqg9F9pPS7DFCqYn6MxoCUOrmAQDqCcc318ADgB6dVlhtAwDP4SO5/Y35TVTDNdUhWGrfrTvZR+mMEwKp5T2uV46JZkpT6mR6dfR9EbkUY8TahEWMIeWZ1jikRwwCGIecwesg77A6bz4mnNd2l32uk+vR7bazfbyw8ny1mCis6yhOqRkotPeYX8WKGWdKlPbT5mdlhFp0eExpWtXTE8KMGkc17LT+PZHXKf6N10K+y6Un6sLCwjBt2jRMmzbNqn/JkiVy++DBg8jJycHjjz+uzwiJiMqBEgRCcuOx7dwVX+Hq0s0eGJH/0TMGJSUlYdOmTfKNumPHjqF79+7y8t69e6NPnz545plnbG7GWVKfbu8nIjKKuzHIotS1stUVEq+DiIjs0xKHPBWDjh07hn/84x949dVX0aFDB48cw1NculFn8cUXX+DAgQMICQlBhw4d8OCDyiyfLVu21G1wRET+LrJvZ4QnPoojkZ2MHkq5oUcMWrBgAVJTUzFhwgSEh4fj4sWLmDt3rrz8zJkzyM7OLmMPRERUEfE6iIiofLj//vsRHh5eLkvVuJT6ev78eXTv3h0HDhxAcHAwYmJicPXqVbRt2xYrVqzwiccU/eGRb5EljdVeCibq2z6GrLau+LhytcKc2zcBAOTvM6V7hj9kmwIKAD1OmlKJ1o1XZvuypLsCwCE0t9mnJcUUAP6KTwAAf8Gncl+V0iKbbSI+uaF8ca+woEBoF5teSoQb45WULF4sfrIfAGB4oXLhLabporPppUd7Ja1qXabyvvCV+VX5IylwyvZzt/qsG6iv6+yj4pwK3fv0fNz7vtxMBEWEu7WP0rx8HI9s7zfnLU9hDHKO2rlETJUU0y4t/VZ9wqmwxnJT6mvrQCUPxyodVI2YDvqN7b4un76r7O1FzYR9mVM8xdTaHg0+k9s5UM7xV1EdANAOSq2HlbeUcVvG8JcGSjrsDxBSas0u3bpTdViXw82pwELKsKSEEwScNP9qlWYnZ+kzIZ70UTnff2ablsW44J/0Sn3VEoMAxiFnMAZ5n+OyDxCWq2zfWvhit0pq6GNQ97T59aid5Y3Mx1Sq/ain7IqprSLLcZ8W+sRjHRDa8rjV01nVUmMdXd27Uk6Dsce/VYRroUGDBmHQoEFISEjQdb+e5tIzhi+++CIeeOAB/PTTTyguLsZvv/2GgoIC/OMf/8DYsWM9NUYiIp/n7nTkln/kGGMQEZE6LfHn6oqv8dvAiUa/BZ/HGEREZB+vhfTl0o260NBQLFiwAE2aNLHq79y5c7l8nJCISC+3NASmWwxOTmEMIiJSpyUGVembhDsXv2n0W/B5jEFERPbxWkhfLt2oi42NVe3/9ddfsWfPHtVlREREemAMIiIiozAGERGRt7g0mUSjRo3wl7/8BT169EBERAQuXbqEzMxMrFq1Cq+//rqnxlihWWqg2asVIPer1KoDgPCCl03rWdVPU+q2YZywXWeVHSxSmtsKO5r2OUapYfc7asptS423se3H22wDABNgGmtWFeUvke2ClPpBT5WuBgD8PEj5Rajhzl/l9sUnI+V2raO5AIBdEQ/LfSOffE9uv2eeD71jlW3KWMYoY1EjtVfaAYPKXFWuQedoynTTOs5Na84aEOVbCYIQ6OZfg/hXJOcwBpnoWTvGUptOrGEnuhy0AACwrrJwnPVKs0bCb8q6201122oMV/ruG3Fcbu+eZToHNx7xg9x3ZKtSF65xJ1O/VV24fKWZE2gaQxMo26/bKhTUUybtRY9CU8G4//Qdqf7G3jY9/bL5VqLN+MX3dWfgJWWss4QadsJnYCHW9sPb5tcXlS7Jar4YIY7PMi8fob7cEUcxxtkYROWblhgEMA45gzHI+xzVT7PuV+l8zMF5L15oHxDaltDxop3l883HFOrKWV2fvaRyLKFGnrTLXD/WzntRp1Jjz6bffPwA9Xp2Sp/zdekYQ8hZnrwWysnJwdtvv42CggLMmzfPatm0adNw8uRJFBYWYsiQIejUSfmF6+zZszh+/Dh27tyJRx99FGFhYW6Nzwgu3ah74YUXUK1aNbz55ps4fPgwACAuLg7vvvsuBg8e7JEBEhGVB6UIguTeRNq8QHISYxARkTotMQhgHHIGYxARkX2euha6efMmvv32W6xZswatW7e2WjZnzhycOHECGRkZuH79OuLj47FhwwbExcUBAOrWrYtdu3ap7dbnufxJPvPMM3jmmWeQm2t6oikyMtLBFkRE/s8UnPhEnacxBhER2dISgwDGIWcxBhERqfPUtVBwcDB69eqFFStWWPXfuHEDEydOxMqVKwEAYWFhSExMxNSpU5GRkeHWOHyJ2396i4yMhCRJ+O9//4sDBw7gsccew5///Gc9x0YCh48bn1IeV7aeqtz8aLWwHDuEfX0l7GOQ6SUfMaqHsPSH/6Skvu7Hg3I7vv13AIBZhSOgJqXKcgBATfwu910WjhXx+Q3TK5R017ynQuR2rYO5crukvum1Gq7JfZOEx8A/xgAAwFAskPu2wTb1VUzNDdgnLHjW/CqmAw8SHiM/abMrl3DacyJtKnIMciWN3pLSaklxBdRTbdS2AQD0MfeL6T/1lDyayylKuijamfvmK327375LWT7SfNwRPZW+n5TmpYQ7bfZZY7mSRmtJeT1SRUhBLVLeS2NJ2e+6vn2txgQAGCO0XzQFyssQxqfyvi63E96fyJz2ZLX/DULbkvr6uBCb1fcEmNOKA4TxWX2/1L6HQpqtHOftxBXGGCL9VeQY5GmO0kEdndOsUmB3q+9LLR3UaruV5tcZQt/TQjvV/NpbOMfPF8b1nfl1vtIlpuHK71FMzbUzVss6kvBQkOq1nlUMUN+VzfHh2u8URHrKn7kABTPNN9SkWw7XDw4Otvp6586duHz5Mpo1ayb3tWzZEmPGjLl903LJ/WfkAQQEBODpp59G06ZN8dBDD6G4uFivcRERlSt8os77GIOIiEz4RJ33MQYRESlcjUOVR/8NlUf/DQBwK+8aciKbOdjCWlZWFgIDAxEVFSX3RUVFITs7G1euXLHqL4803aizaN68OZo3b67HroiIyqXSW0GQbrl5o87N7ciEMYiIKjotMQhgHNKCMYiIyPvXQrm5uahevToCAwPlvtDQUABAYWEhb9RZlPcPgohIi9KSINwqcS84SW5uRwrGICKqyLTEoJsr1+HGfz/XeUQVC2MQEVV03r4Wio6OtnmSuaioCIB/nJMd3qjbsGEDunXr5o2xkJOsajfUN9ctsFMzTbXOg1iXbonQPmU7/Xa1QqUeXf5bMVavAHBgiVDPbpHpxVKrDgAOZD4qt/e3N9Wz+7mwodzXsco2uf1QH1OROLHuXG2cl9sRuCG3T0fEAgCuoZrcdwXV5fbCzJetjnn7sSzWjVcK/fRIVwpUrm1v6g8Yr6yrtS6diPUejGf6v3Hd6GGQA4xBtlyqLVOo0ufo/POW0LbUlftM6KssbL9e6Fer2yb62rTdpVtK3Tmxbtzlb+622f7yHKVG3OUxdurFmR3ZKtSus+xjpBADxXF3tzTsVI6z/MiJ23+t8rl9o7651CCgrL1bj8WiSIzXQo058/fQ0ffdqs4g66CSC4J790ClJxKQd8cmo4ficxiDjOVSPTpYznviNurbB6ienIVz8AzzdvHC4v8KbblfrAcq7l+lBp24r93mbcS6c62FfalMUqk+ZoW9z8oyFq21S+3FFcYbMkpcXBwKCgpw/fp1hIWFAQCys7MRGxuLKlWqONja9zm8UTdv3jzUqVNHfvNqCgoKcOLECV0HRkRUnpSWVEJAiesPKZesWoOb/1vlgRH5B8YgIiLH3I1BFpKGbf0ZYxARkXO0xCF3YlBCQgJiYmKwd+9etGtn+gttVlaW3/xxxeEnsmnTJnzxxRdlriNJEgIc3eYnIvJjpSWBCHDjse2AnskITuiM0nX19B+UH2AMIiJyzN0YZCGVBDpeqQJiDCIico67caj089Uo+Wyl4/VKS63OtcHBwRg1ahRWrVqFdu3aoaCgAFu2bMGmTf7xdLjDG3XdunXD8OHDy/xL0vXr1zF79mxdB1aRuZLeoraNlR3mdTsIyyfbps7a3Ze4/Fnza2dhZXFfg0zrHlikpLuGP6SkzooprxbnUEdub0YiAODvmCX3Hcf9cvuNlgPk9vt5wwEAoyNmyn3rMpU0Vkt6788PKcd8sMp+uX0Jd5rGN0YZnyiggUqfgzRhR4+E6/k4OB8z106SJiAvLw+RkW85XtkJpSVBbl8ksUadfYxBtlRjgHD6k1bYLLZeVyUbwCpFdqTt+cUqLjj6LyNO2rU+wKb/criQwvqTkCuUFmC7fXehrXbckUL7J6FtSUl9T/is1NJY66kcH1BSZ8WU3/lC+zPzvsQUVuEPuJbvh1UsEL5H8vYQP2Nhe5WY7ijeMC5UbFpiEMA4ZI+nYlB+fj7S0tIQERGBkpISFBcXY/r06XIh9LK89tpruHTpEhYtWuTSMcsLe+c6h+uaU0et0kkDxHXFfpXUVDFN9mmVg80XxrJbJQ6/pLLNbjttB9TO5+L41da1d953dN2o7N9BKQ0X9k8Vk9txqEdvBHV4ArfW17G7yvLly5GZmYnAwECsWLECffuafqlKS0vDmDFjMHLkSOTm5mLBggWoV6+em+/Atzi8UTdmzBi0adPG4Y7Cw8N1GRAREZEFYxARERnFUzEoLS0NcXFxGD16NABg+PDhmDJlCiZPnlzmdrt27cL8+fPRu3dvl45HRFSepaSkICUlxaY/KCgI06dPN2BEnufwRp0zwcmV9YiI/FFJSRACbvKJOr0xBhEROaYlBgGMQ/Z4KgZt374dnTp1kr9u3rw5Nm7cWOY2hYWFmDt3Lv785z+7dCwiIm/gtZC+WDnWBzme4cj5x5Udps+MF5eY+sV00Px9ytIe7U35VOsCsuS+8IKXlXUt6UrCrLL5EGaFNffHpyuzwr6Cd+W2Jc11KfrLfX/Bp3K7Jn5XRhoxDgCQgO1y37aHOsrtlPbLASizvwLAwq+UtmUM4gy259KFx20X2b4XqzRfM3dnQNKaosTHzH2PVFoJUqmbp1R3tyMyc5TuarWuykywVsvFc1kV2z6RVRqtZQbYx+3MtGohprCuV0k3FdNd1WZCFVNj+9hJbTWTVgjvZYywrjxDrZ26UiNVUlvV0lXFdNa3hbykuHTT8irC9uL73lB2eQR3YgTjQvmifI/1mX1cUwwCGIe8rEWLFpg3bx6eeuopBAYGYt++fRg2bFiZ26Snp+ONN97A22+/7aVR+ibHqbHOXxPZTUfdXXbKrTxD7IsqcUUcw3tKjzRCHIttyQM8pn4kZR31uODOdYYnrk2IeC2kL1aOJSLSQ0mQtn9ERETu0hqDGIe8aubMmTh58iQGDBiAXbt2oVevXkhKSrK7/o4dO1CzZk00btzYqf03btwYsbGxiI2NxcyZMx1vQESkFWOQrnjrkoiIiIiIyEtq166N5cuXY/HixejatSs++eQTu+vm5+cjIyMDH330kdP7P3LkCCIiIvQYKhGRZ234DFjzX6NH4XMMu1Hn6mxH27Ztw8iRI3H69Gm0adMG8+fP95sZPYjID2j5axD/ikRERFpoiUEbVwBrl+k7HirTkSNHsHv3bsydOxetWrVCcnIy1q9fj8TERJt1J02ahAkTJiAwkIlQROTD3I1DiSlA6yRgc3Xdh1SeBUiSvcmePevll1+2me0oKipKdbaj8+fPo3fv3nj++edRUFCASZMmoWbNmjh48CAqVbK+15iXl4fIyEjk5ubyL0mCgAbCF88qTat6dM1M9drCf1L6rlVRarjJ9ezEWm3jVGoYLFEfg2W/Yl24Ielz5fYl3AkAuBOXbPoAoDkOye0auAwAyEIT1WNZtkvFDLnvYwyQ28sLU2zGgs7CDsTadGZSuuqhZOJnLJ0se13yDXqcLyz7wP5cINzNc05+HvAgz1v+wN2fKaNrw1jVmitSqc3znjCmMXZ2orZdH9v3UmP5b3L78va7lQWW+j4bHOxTre4dAPwk/DrTzFzUp5v6qhb2avvJn4fa8YUxiPX+rOofWcbo4PgAlNp8I9Vr+1mOYfTPCHmG1jikSwwCGIe8rE2bNpg9ezYeeOABAMCoUaPw1Vdf4dChQzbrBgTYqaUJ4PbLuPJ2HeSolrYr28u1Q+1/XMK69o9vMsFqPZv9vmh+PWBn/7vKPr7DGuJW78HRuto+Q2cxBvknXgv5LsOeqHNltqOtW7di3bp1iIkx3VSJi4tDt27dcPjwYbRs2dIr4yUiKlOJ+Z+72xIREblLSwyybE9ec/DgQYSEhMhfDxkyxG5q6w8//GD19fjxpr+cp6c7+AsyEZE38VpIV4Y9Q22Z7ejWrVsAUOZsR/369ZNv0gFAQkICANhNkyUiIiIiIvJFSUlJ2LRpk/z1sWPH0L27MuV17969sWyZKR05Pj7e6l90dDSio6MRHx/v7WETEZGXGPZE3cyZM9G6dWsMGDAAL730UpmzHYl/cQKAixcvomnTpmjUqJE3hurTLI8hO5yqvL7wiLKQmpo/ea7NOpYUWAAIENJkLeIlpX6G+Dc+OfXzlHD8+raPRquluwLAOdSxer2dWv+BzEeVL1TSVdd17qu6rx7tTflO65YIyyerfG5Caq9V+rCZmOLKdNfyxfT/5Lp+O+RfkUgDo9JILCme1imcKiuOtJcepMJeaupnpn1cDheWvyUst6SAiqmvIksabTuhT0zDjROeLnlPZQziuuaUVHspv6opVOL7Mq8rLreKw5b9fubE5/aZyvZbbVdz9DPCtKQKjk/UlSsLFixAamoqJkyYgPDwcFy8eBFz5yq/H585cwbZ2dkGjtA7HF6/qLBez/ZcZ52uqr5P5dwtlBkQt3tJZfvHhGNZSjU8Jux0t7JuQEDZ48KL5uXz1cdn/R7U0nBtPwNHxawcxQhHyxlXyCFeC+nKsBt1rsx2dLslS5Zg+vTpZa7TuHFjuabD6NGj5Vp4REQeweBERERG4Y26ciUyMhIffvih3eX79u2zu2zRokUeGBERkUa8FtKVYTfqXJntSHT27FkUFxfbffpO3D8LERKR15QAuKlhWyIiIndpiUGW7YmIiNzFayFdGVajbujQoWjXrp3cHj58OFJTU8vcpqioCPPnz8fEiRO9MEIiIiIiIiIiIvKIr1cA6QONHoXPCZBun9fbS8LDw/Hdd9+hWbNmAICffvoJbdu2xdWrV1XXLy0tRXp6OkaPHm2a/hdAQUEBqlatarVeeZ2W3FN5/47q1Yl11eR1VerK2XXKhbpFDlhq3x0I2Cz39ZCayO1145V6cuFjcgAA+W8p9fTE2nvxJ78z7Wu8UMNOsCbddKwFGCr3iTXw5O06Cxt10H8KeTKWrlOSf5kLVHXznFOQBzxZfs5bZF95i0FqXKljY1ULzlwDzqre3SylLY0w94l14dSIdeu+Edoq9d7snUvlMaqMz0qRezFMrmHn6L10E9p26tXJ+xJKpkorbNdzN4Z4+vcM0kbrOUOXGAQwDvkJf45BWs9lDmPbS8IXdmrH3b59QGs7K8j16sTjCPtUq1En1sDbbbuuNK/MIblNzxjBeFP+8FrIdxmW+mqZ7chyo05ttqM+ffrgmWeeQWlpKV544QW0bdsWu3fvBgBcunQJR48exZtvvmnI+ImIrLAuQ7mSn5+PtLQ0REREoKSkBMXFxZg+fbrd2cS3bduGkSNH4vTp02jTpg3mz5+PevXqeXfQRET2sEYdEREZiddCujLsRp0rsx0NHjwYH3/8MTIyMqz2sXLlSq+OmYjILneD044VwNdL9R4NOZCWloa4uDh5oqHhw4djypQpmDx5ss2658+fx9ixY/HKK6+goKAAkyZNQrdu3XDw4EFUqmRYGCUiUvBGHRERGYk36nRlWOqrp/jDI98iR48QBzQwvaqmsNozTtjXZGFdS8qrmM6qsq7VY+gNbHdvdyzm/VstF7d/1rx9etnLrQjjt6TOAkAdnAMArMtUcomk9rabVyvMkdv5VZUbxarpv8LxLWNkOmv5FdAAwK084IxOj3uv1fi4d0//OW+VB02bNkV6ejp69+4NAPjggw+wceNGrFmzxmbdJUuWoEuXLoiJMaXab9y4Ed26dcOBAwfQsmVLq3U9FYOMPtc4c3x5nT7C8nbCCs3Mr8rD89Zpsubta5QqJQkuBy1wfpCVheNaUk43lH0stbSq2/vVOIzNap/FZ67v35l1qXzTLfVVSwwCGIf8hL9dB3lKQIDpVbwKtvSJ/fauqVRTZ8U02Hjzq73UVnNZdilZ/fhWabJlHFMco7vL3cEY5T90TX3ltZCu+CgAEZEe+FekcqVFixaYN28ennrqKQQGBmLfvn0YNmyY6rr9+vVDSEiI/HVCQgIA2E2TJSLyOi0xKHMFsI1PdhMRkQa8FtKVYbO+EhH5lVIoAcrVf6UGjLeCmzlzJk6ePIkBAwZg165d6NWrF5KSklTXFW/SAcDFixfRtGlTNGrUyBtDJSJyTEsMat0XGLXYgEETEZHf4LWQrnijjohID+4GJq11hcgttWvXxvLlyxEZGYmuXbvi1q1bTm+7ZMkSTJ8+vcx1GjdujNjYWMTGxmLmzJlah0tEVDatMYhxiIiItGAM0hVTX32co7x/sd6b2jau1OGR+9XqswHADvNU5OOFvlO2+1KrW2dvrFaWmF/T1ReHjxHqye0z1YpCZ2WsB4RxHVjyKABgyEml7ly1whS5fa2Kafv8ZjHK/gteVvZf1fazEI8PxOB27tQ3cmZd8gzpJJCXB0RGGj0SMsKRI0ewe/duzJ07F61atUJycjLWr1+PxMTEMrc7e/YsiouL7T59J+5fzxob5eqcssFO/0jbmjtWNXnM9dwuh7twLLEGnHjcz9TqCgnrvmf7GdmLk2rLHbLUyxPHIYw1oC9sSCucP1ZAFWHdQvvrERGVZ9bnYnOta12qq08y79/ecsux1OOC0rZzrt6tEoPEvt7m/VhtX3aNcVfq5TnaXuvvCYb/nkFUAfBGHRGRHliXoVwZOnQoZs+eLbcPHz6M1NTUMm/UFRUVYf78+UhPt/PXBCIio3DWVyIiMpK7cWjXCuAb1km9HVNfiYj0cFPjP/KqgwcPWtWeGzJkCM6dO2d3/dLSUrz11lsYM2YMgoODAQAFBQUeHycRkVO0xiDGISIi0sLd2POnvsAw1km9HZ+o80HuPJpsd5v6tumoVo9xq6SpiimqVvtNN+/rK2FllTRZ6+0dDFwtddZuaq6Sxqq6vIPwSLh5XAszlXRWCOOWh7XIzrgs70tYnl9VOL7K98WVx8D5yLgfKoX7hVBZQNXrkpKSsGnTJjRr1gwAcOzYMXTv3l1e3rt3b/Tp0wfPPPMMSktL8cILL6Bt27bYvXs3AODSpUs4evQo3nzzTUPGfzuPn1MqO7F/yzpFwrn4M9vlYqpmwFalLXUy94npPcJx1VI87aeA2sYTK+Y03ICR6osdlp1wEK8sY7GKgXbSYC39AVWEviLnYyMRAG0xyLI9kZv0PD+5W0rGteNb1in7WI7STe3GGJvjWB9Lrc/6mkc8lu1Wjo8rbm87Vkf7J3ILr4V0xRt1RERU4SxYsACpqamYMGECwsPDcfHiRcydq9yMP3PmDLKzswEAgwcPxscff4yMjAyrfaxcudKrYyYiIiIiIv/HG3VERHqwTEnu7rbkVZGRkfjwww/tLt+3b5/cXrx4MRYv5iP5ROTDtMQgy/ZERETu4rWQrnijzge588i43XTWU87P+mp35iK1/Vo8KyzPNO+zvbC8vspx7cwqqzpDrZ0ZZOUZaB3NYNtBfSyW9Fxx+3y1camk04rsfa+YolQBcTIJ8mPOzCyqrFP27KmOZiy1P/uq6ylQ7lKLR1q3F2d6FWd4taQgWaUEV7H9DBhLqEycTIIMpOf5Sc9SMvZ/Hy971lZH5131WV/LLlmgxm68e8z5z8DZY5Sr2eOpfOK1kK54o46ISA8MTkREZBTeqCMiIiPxWkhXnPWViIiIiIiIiIjIB/CJOiIiPfCvSEREZBQ+UUdEREbitZCueKPOxzlbm8bR9OGO+pxhqetmdVyxhtxk0xiEGb9Vpxq33o9tbQZnaug5rEU0zrzuEqFvkTBute1PqdSjE+vSPQunsbZDBcQCqkQArGvQobJQG9Rcg82VunOq9XtU9nn7vtTWdXr/cD7m2l3PfFyrz6LIhfct1qsLsF3OWkJkg5NJkJ9zp16nvXXVa8hNsFlufXzYrCtJ6stdqU3naKyqXhTGOs/5zcriqB4fYw05xGshXfFGHRGRHvhXJCIiMoqWGHRwBfD9Uj1HQ0REFY27cYgxSBVr1BERERERVVQt+wLPLDZ6FEREVBExBqniE3U+yJ2UFnvpO+48ruzo+PaWy6mtbqYSuXIsh/tKNzfS1ZfLT6cLqa1iSq7a52b1uU5WOSanPa/YbgII0rAtkZ+wTtsU45F5uZvnSkcxwiol1pLWVEV9XbW0Jz3SqWRFarFXv9ioFpsYVyo4LTHIsj2RD/P0OU4tXdU6BpW9jb1rhrKPZe89uZ466ymMLeQ0XgvpijfqiIj0UAr36yuwLgMREWmhJQZZticiInIXr4V0xRt1RER6YI06IiIyCmd9JSIiI/FaSFesUUdEREREREREROQD+ESdD9JaC8Dd7T1Rz06sAedoe7X9eOq9ONyvg3G7Uk/P6WNS+ebulORZK4CfONMR+Q4962m6E09cqXNqvyaQub/Is3V+3K6jqmONOcYWAuB+DBK3J6pg3Ksr5wxH52XLed/57S11Xu1xt8Y4kW60xCHGIBu8UUdEpIcSuFdA9b6+wD2JwLFIvUdEREQVhbsxSNyeiIjIXVriEGOQDd6oIyLSw024X0yAMx0REZEWWmKQZXsiIiJ38VpIV7xR5yN84XFly34DGgh9J9XHUNZY9ByrK9Oe63ks1dTXcXyMnIj8ny+dy1wZi+q6lYU+lTRYq/O+sK5UqOGYLpJjL+MJEZFXqJUccOeaRlyuVn5BTG1V25d1Oqu2Ug32lnuktBEReRxv1BER6YFTkhMRkVG0xCDL9uQ1+fn5SEtLQ0REBEpKSlBcXIzp06cjNDRUdf1t27Zh5MiROH36NNq0aYP58+ejXr163h00EVFZeC2kK876SkSkB0sBVXf+MTgREZEWWmIQ45DXpaWlIS4uDtOmTcP06dNx69YtTJkyRXXd8+fPY+zYsXjllVcwdepU7N27F926dUNJCYs6EZEP4bWQrvhEHRGRHkrg/p8++Ls2ERFpoSUGWbYnr9m+fTs6deokf928eXNs3LhRdd2tW7di3bp1iImJAQDExcWhW7duOHz4MFq2bOmV8RIROcRrIV3xRp2PcLfugCeIdekcjUGtnp27Y9Vci8iF5Y5qUwSMV9lnurB9A+eO4wx5X3Y+dyIiUrhSO8e61pztup6qo+oOZ+OWHsciImO1aNEC8+bNw1NPPYXAwEDs27cPw4YNU123X79+CAkJkb9OSEgAALtpsuSYs+dQR3Xf7K2rLC+7Bp5Yw05cV23/9o6vVu9O3K+z75UxhgzzywrgxFKjR+FzmPpKRKSHmxr/ERERuUtrDGIc8qqZM2fi5MmTGDBgAHbt2oVevXohKSlJdV3xJh0AXLx4EU2bNkWjRo3s7r9x48aIjY1FbGwsZs6cqevYiYhUuRt76vYF2i02YsQ+jU/UERHpgQVUiYjIKJxMolypXbs2li9fjsWLF6Nr16745JNPnN52yZIlmD59epnrHDlyBBEREVqHSUTkPF4L6Yo36kibU7ZTkTti73FuZ6dKd3W/avtymC6VbrtPq+1Plr3cFUx59ROsy0B+wqj0F3dSkYxO1WF6EPkM1qgrV44cOYLdu3dj7ty5aNWqFZKTk7F+/XokJiaWud3Zs2dRXFxs9+k7ss8TpQrsXXs4nW7aWvhit71rqrLTbNXXc/39MZ6RZrwW0hVTX4mIiIiIiLxk6NChaNeundwePnw4UlNTy9ymqKgI8+fPx8SJE70wQiIiMpJhT9Tl5+cjLS0NERERKCkpQXFxMaZPn263MGphYSFGjhyJypUr448//sDUqVNxzz33eHnURER2WKYkd3dbIiIid2mJQZbtyWsOHjxoVXtuyJAh+Oijj+yuX1pairfeegtjxoxBcHAwAKCgoABVq1b1+FiJiJzCayFdGXajLi0tDXFxcRg9ejQAYPjw4ZgyZQomT56suv6AAQPQs2dPDBgwAIcOHUKPHj2wf/9+OViRe7Q+Bq6WguQoLcmVtCWXZvdzY/yO9u/Ke6EKTkshbhbxJh/iqfOaWozQun1Fmim1vI+fPExLHPl1BXCWM+55U1JSEjZt2oRmzZoBAI4dO4bu3bvLy3v37o0+ffrgmWeeQWlpKV544QW0bdsWu3fvBgBcunQJR48exZtvvmnI+Msjb55DlRlY1WOQo1lj1fdVNsYIMhyvhXRl2I267du3o1OnTvLXzZs3x8aNG1XX3b9/PzZs2IBPP/1UXjcgIADLli3DgAEDvDJeIqIylcL9YgL8KxIREWmhJQbV7gvEJALnI/UcEZVhwYIFSE1NxYQJExAeHo6LFy9i7ty58vIzZ84gOzsbADB48GB8/PHHyMjIsNrHypUrvTpmIqIy8VpIV4bdqGvRogXmzZuHp556CoGBgdi3bx+GDRumuu7atWvRsGFDq7TYli1bYt26dbxRR0RERERE5UZkZCQ+/PBDu8v37dsntxcvXozFixd7Y1hEROQjDJtMYubMmTh58iQGDBiAXbt2oVevXnZnMMrKykJMTIxVX1RUFI4fP253/40bN0ZsbCxiY2Mxc+ZMXcdORGSjROM/IiIid2mNQYxDRESkBWOQrgx7oq527dpYvnw5Fi9ejK5du+KTTz6xu25ubi6io6Ot+kJDQ1FYWGh3myNHjiAiIkK38forPesZOKrxZmGvZpA79Ye0cmX/WmvokZ8rAeBkHRHVbcmrOKGR92k9R+p5DtZaL4/I52iJQZbtiUgXkmRpqccYT9RXta57J15LObU5kXa8FtKVYU/UHTlyBLt378bcuXMxY8YMJCcnY/PmzarrRkdHo7i42KqvqKgIUVFR3hgqEZFjJTAVQnXnH4OT11kmNJo2bRqmT5+OW7duYcqUKXbXHzBgANq1a4dZs2YhLS0NPXr0wM2brHxLRD5CSwxiHCIiIq14LaQrw27UDR06FO3atZPbw4cPR2pqquq6cXFxyMnJserLzs7G/fff7/FxEhGR/9m+fbvVE3HNmzfHjz/+qLquZUKjlJQUeV3LhEZERERERER6Miz19eDBgwgJCZG/HjJkCD766CPVdfv06YN3330XxcXFclpSVlYWxo4d65Wxkr7sPcJdHtOWjD4+uc/0M3Rdvx2Wwv3HvTnTkddxQiP/4OgcrEe8MQLLKpDLtMQgy/ZE5BJ3rl3E7eyd69057zNWkOF4LaQrw56oS0pKwqZNm+Svjx07hu7du8tf9+7dW35aoVWrVmjbti2++OILAMCBAwcQGBiIvn37enfQRET2sIBqucIJjYjIr3AyCSIiMhJjkK4Me6JuwYIFSE1NxYQJExAeHo6LFy9i7ty58vIzZ84gOztb/nrp0qUYNWoUdu7ciZycHGzcuBFBQUFGDJ2IyJaWAMPg5HWc0IiI/IrWOMI4REREWvBaSFeG3aiLjIzEhx9+aHf5vn37rL6OiYkp80KKiIjIWeKERq1atUJycjLWr1+PxMREm3Wjo6ORn59v1ccJjYiIiIiINLq8AsheavQofI5hN+qoYmCdHfJVkjQBeXl5iIx8S58dlgCQ3NyWdRm8bujQoZg9e7bcPnz4MFJTU1Vv1MXFxeHrr7+26uOERt5RUWNIRXqvpBMtMQhgHCLyMLXzur1zvaN6ds7sg8jr3I1DEX2BqonAlUi9R1SuGVajjojIr5Rq/EdepTah0blz51TX7dOnD3788UcUFxfLfVlZWejWrZvHx0lE5BStMYhxiIiItGAM0hVv1BER6YEFVMsVTmhERH6Fk0kQEZGRGIN0xdRXkqk9Uq31cWpPPY7Nx7yJSAtOaFQ+8FxPRESAcp1SXuOCK6UcXEmTJSL/xBt1RER6YI26coUTGhGRX2GNOiIiMhKvhXTFG3VERHooAXDLzW3d3Y6IiAjQFoOgcVsiIiJeC+mKN+oqOCNm1PPXWfz89X2Rk0rh/l+RGJyIiEgLLTEIYBwin1fef7fWc/y85iCfxGshXfFGHRGRkQpWAPlLjR4FERERERER+QDeqCMi0kMJ3JtHO7QvEJwIFEbqPSIiIqoo3I1BFnyagYiItNAShxiDbPBGHRGRHhiciIjIKLxRR0RERuK1kK54o66CM6Kugb/WUrD3vsr7dPLkpJtgcCIiImNoiUEA4xCRF2m9NuA1BfkkXgvpSktIJyIiIiIiIiIiIp3wiToiIj3cgvszHWmZqY+IiEhLDILGbYmIiHgtpCveqCPyMMvj6ZxK3c+VAAhwc1sGJyLDlfdzdHkfP2mkJQYBjENERKQNr4V0xRt1RER6YHAiIiKj8EYdEREZiddCumKNOiIiIiIiIiIiIh/AJ+qIiPRwE/wrEhERGUNLDLq1ApCW6jkaIiKqaHgtpCveqCPyEtYM8i2mek7X9dthKRiciMqx8n6OLu/jJ420xCD0BaREAJH6jYeI7OL5mvwSr4V0xRt1RER6YZAhIiKjMAYREZGRGId0wxp1REREREREREREPoBP1JHfMKUymvjSI+WWcfnSmMj0/cjLy0Nk5FtGD4WIdOCrMYCIiIiIyBV8oo6IiIiIiIiIiMgH8Ik6IiIiIiIiL8nPz0daWhoiIiJQUlKC4uJiTJ8+HaGhoarrFxYWYuTIkahcuTL++OMPTJ06Fffcc4+XR01E5AkrAHDm8dvxiToiIiIiIiIvSUtLQ1xcHKZNm4bp06fj1q1bmDJlit31BwwYgHbt2mHWrFlIS0tDjx49cPPmTS+OmIjIU/oCWGz0IHwOn6gjv+FOTSJv1DRiraSK4qb5n7vbEpGr3D2Hs3Yo+R8tMciyPXnL9u3b0alTJ/nr5s2bY+PGjarr7t+/Hxs2bMCnn34qrxsQEIBly5ZhwIABXhkvEZFjvBbSE5+oIyLSRYnGf0RERO7SGoMYh7ypRYsWmDdvHm7dugUA2LdvH4YNG6a67tq1a9GwYUOrtNiWLVti3bp1XhkrEZFzGIP0xBt1REREREREXjJz5kycPHkSAwYMwK5du9CrVy8kJSWprpuVlYWYmBirvqioKBw/ftzu/hs3bozY2FjExsZi5syZuo6diIg8j6mvVKEx7Yn0w8e9ibzN3XM4z/3kf5j6Wp7Url0by5cvx+LFi9G1a1d88skndtfNzc1FdHS0VV9oaCgKCwvtbnPkyBFEREToNl4iIsd4LaQn3qgjItKFlse2+bg3ERFpoTV1iHHIm44cOYLdu3dj7ty5aNWqFZKTk7F+/XokJibarBsdHY38/HyrvqKiIkRFRXlruERETuC1kJ6Y+kpEpIsSKH9JcvUfgxMREWmhJQYxDnnb0KFD0a5dO7k9fPhwpKamqq4bFxeHnJwcq77s7Gzcf//9Hh8nEZHzeC2kJ96oIyIiIvKwgIBJ8j8iqtgOHjyIkJAQ+eshQ4bg3Llzquv26dMHP/74I4qLi+W+rKwsdOvWzePjJCIiYxh2o65Xr14ICAiw+lejRg3Vdffu3Yu//vWvmDBhAgYOHIhVq1Z5ebRERI5oeZKBdRmIiEgLrTGIccibkpKSsGnTJvnrY8eOoXv37vLXvXv3xrJlywAArVq1Qtu2bfHFF18AAA4cOIDAwED07dvXu4MmIioTY5CeDKlRl52djZycHMyZMwdVq1YFYAo6ubm5NusWFBQgOTkZe/fuRa1atVBUVIS4uDg0adIEjRo18vbQiYjsYF0GIiIyCmvUlScLFixAamoqJkyYgPDwcFy8eBFz586Vl585cwbZ2dny10uXLsWoUaOwc+dO5OTkYOPGjQgKCjJi6EREdvBaSE+G3Kg7deoUtmzZgsqVK8t9r7zyCpKTk23WzcrKQl5eHmrWrAkAqFy5Mu655x4cOXKEN+qIyIdY6jK4uy15U69evbBmzRqrvujoaFy+fNlm3b1792LWrFlo0KABTp8+jT//+c+q8YqIyDhaYpBle/KWyMhIfPjhh3aX79u3z+rrmJiYMmeGJSIyHq+F9GTIjbqHH37Ypu/rr7/G22+/bdPfsGFD3Lx5E4sXL8agQYNw7do13Lx5E08++aQ3hkpERH6GT3WTESRpgtFDICIiIqJywJAbdbfbv38/mjRpgtDQUJtlUVFR+PDDD/H8888jIiICf/zxB9asWSNfXNnTuHFjBAQEAABGjx6N0aNHe2TsREQmfNy7vOBT3UTkf5j6SkRERuK1kJ584kbd559/XmYaUf/+/ZGXl4fZs2ejqKjIqtiqPUeOHEFERISewyQiKoOWQqgsoOpNfKqbiPyP1mLcjENERKQFr4X0ZNisr6KNGzeWOcX4jBkz0LlzZ2zatAnVqlVDp06dkJ+f78UREhE5UqLxHxnFmae6X3rpJaxatQrLly93+qnu2NhYxMbGYubMmZ4aOhGRmdYYxDhERERaMAbpyfAn6o4dO4bY2FiEh4fbXb5kyRKkpqYCAFauXInmzZvjgw8+wKuvvurNoRIRkR/iU91EREREROQrDH+ibtWqVXjqqafsLj906BAqVVLuJ0ZERKBv3744d+6cN4ZHROQky0xH7vzjX5GMxKe6iaj80xKDGIeIiEgrXgvpyfAbdevWrUPPnj3lr0tKStCuXTvs2LEDANC2bVucOXPG6sbcsWPHyryoIiLyPj7uXR45+1T3vffei7CwMKxcuRIFBQX44IMPvDxSIqKyMPWViIiMxBikJ0NTX3/99VdUrVoVNWrUkPtKS0tx+vRpXLlyBQBQq1YtrFu3DmlpaWjZsiWuXr2KPn364IknnjBq2EREKlhAtTziU93kCQEBkwAAkjTB5W1c3Y7IhJNJEBGRkXgtpCdDb9TFxsZiy5YtVn2hoaE2F0CPPvooHn30UW8OjYiIKoB169Zh3bp18tclJSXo2LEjpkyZgg4dOlg91V2nTh0ApqfsRowYYdSQiYiIiIjIjxk+mQQRkX/Q8tg2H/c2Ap/qJiL/oTV1iHGIiIi04LWQnnijjohIF5YCqu5uS97Gp7pJKzFdVeRO6irTXUkbLTHIsj0REZG7eC2kJ96oIyLSBf+KRERERuETdUREZCReC+nJ8FlfiYiIiIiIiIiIiE/UERHphDMdERGRUTjrKxERGYnXQnrijToiIl0wOBH5m4AqSlsqtF3OunLkO3ijjoiIjMRrIT3xRh0RkS5Yl4GIiIzCGnVERGQkXgvpiTXqiIiIiIiIiIiIfACfqCMi0gWnJCfyN2rprkS+SUsMsmxPRETkLl4L6Yk36oiIdOGbj3vPnTsXISEhOH/+PEaOHInq1at77FhERGQU30x9ZQwiIqoofO9aqDzHIKa+EhHp4qbGf/r7/vvvsX//fjz//PNITEzEpEmTPHIcIiIymtYYpH8cYgwiIqpIGIP0xBt1RER+avXq1WjatCkAID4+HqtXrzZ2QEQ6CwiYJP8jIt/CGEREREYp7zGIqa9ERLrwvce9L168iPr16wMAQkNDceHCBY8ch4iIjOZ7qa+MQUREFYlvXQuV9xjEG3VERLrwvQKqNWvWRGGhqRp+fn4+7rjjDo8ch4iIjOZ7k0kwBhERVSS+dS1U3mMQU1/93MyZM40egk/h52GNn4eeSjT+019ycjJ++OEHAMChQ4fQs2dPjxyHfAv/X2vDz08bfn5G0RqD9I9DjEH+gf+n9cXPU3/8TH0FY5CeAiRJkowehJ7y8vIQGRmJ3NxcREREGD0cw8XGxuLXX381ehiGEesWSdIEm8/j9uW394t9/qii/3zocb6w7AOYBCDMzZFcBzChzHHk5OTg7bffRkFBAebNm2e1bNq0aTh58iQKCwsxZMgQdOrUSV42Y8YMREVF4cyZMxg1ahSioqLcHCM5wxdiUEX/f62V+PnZq31niQ2uLLcXTwL6mpevcGu4Poc/f67Res7QJwYBjuIQY1D54IkY5C//p505H3uDv3yevoSfqfvKy7VQRYxBTH0lItLFTQBBGrYtY+nNm/j222+xZs0atG7d2mrZnDlzcOLECWRkZOD69euIj4/Hhg0bEBcXBwBITU11c0xERFR+aIlBlu3tLGEMIiIihzxzLVRRY5Df3aizPCCYl5dn8Eh8gyRJFfyzuC638vLyVD4P6+W39/v7Z1fRfz4s712fB4sL4P5j28VlLg0ODkavXr2wYoX1Izc3btzAxIkTsXLlSgBAWFgYEhMTMXXqVGRkZLg5FtLCF2JQRf9/rZX153dddR13ltv9nty0LHdtnL6KP3+u0S8OaYlBQFlxiDGo/PBEDPKf/9NOnI+9wH8+T9/Bz9R95eFaqKLGIL+7UXft2jUAQJ06dQweie8wPYpKkZFvmV/VPw/Lckd9/oY/H6bzhrufQ0hICGrVqoWLF9/VNIZq1aohJCSkzHWCg4Otvt65cycuX76MZs2ayX0tW7bEmDFjNI2F3OcrMYj/r7Vx9Pk5ig3uxBN/+pbx58917sYhvWIQ4DgOMQb5Pk/FIH/7P2307/f+9nn6An6m2pSHa6GKFoP87kbdXXfdhXPnzqFatWoICAgwejhE5MMkScK1a9dw1113ub2PsLAwnDp1Cjdu3NA0lpCQEISFuVbXISsrC4GBgVb1FqKiopCdnY0rV66UqzoM/oIxiIhcoTUO6RWDANfjEGOQ72EMIiJXlOdrIX+PQX53oy4wMBCxsbFGD4OIygk9/gIXFhbm8k02PeTm5qJ69eoIDFQm8A4NDQUAFBYWlvsAVR4xBhGRq7TGIcYgsmAMIiJXlddrIX+PQYGOVyEiIl8UHR2N4mLrmg5FRUUAUO6DExER+TbGICIiMoq/xyDeqCMiKqfi4uJQUFCA69eVAsnZ2dmIjY1FlSpVDBwZERH5O8YgIiIyir/HIN6oIyIqpxISEhATE4O9e/fKfVlZWejWrZuBoyIiooqAMYiIiIzi7zGIN+oqgG3btqFFixaIiIhAUlISTp8+bfSQDDFt2jQ8//zz6N+/P7Zu3Wr0cAx15swZJCYmolq1amjVqhW2bdtm9JDICaWlpbh165b8dXBwMEaNGoVVq1YBAAoKCrBlyxa/me2I3MfzvnsYJ9zHuOL/GIMqLsYUfTDG6Icxp+KpaDEoQJIkyehBkOecP38evXv3xvPPP4+CggJMmjQJNWvWxMGDB1Gpkt/NJWLXnDlz8P333yMjIwPXr19HfHw8NmzYgLi4OKOH5nWSJCExMRFPPPEEatWqhXfeeQcnTpzAjz/+WCE/j/Ji+fLleO211xAYGIh//etf6Nu3LwBT0BozZgxu3LiB3NxcPP/882jTpo3BoyUj8bzvHsYJ9zGu+D/GoIqLMUUfjDH6YcypeCpiDOKNOj+3ZMkSdOnSBTExMQCAjRs3olu3bjhw4ABatmxp8Oi848aNG7jrrruwcuVKdOjQAQAwcuRIXLt2DRkZGQaPzvsOHTqES5cu4fHHHwcAXLp0CQ0aNMDUqVMxcuRIg0dHRFrxvO86xgltGFeI/BdjinaMMfpizKGKgKmvfq5fv35yYAVMudyAMnVxRbBz505cvnwZzZo1k/tatmyJ9evXGzgq49x///1yYAOAO++8E02aNKlQPxNE/oznfdcxTmjDuELkvxhTtGOM0RdjDlUEvFHn50JCQqy+vnjxIpo2bYpGjRoZNCLvy8rKQmBgoNU0zVFRUcjOzsaVK1cMHJkxbv+ZAIArV66ge/fuBoyGiPTG877rGCe0YVwh8l+MKdoxxuiLMYcqAhYWKOdeffVVHDx40O7yV155xeqktWTJEkyfPt0bQ/MZubm5qF69OgIDlfvSlr+4FBYWWgXNiigzMxPJycmIjY01eihE5ASe9/XHOKEvxhWi8oMxxfMYYzyLMYf8EW/UlXPvvPOO0+uePXsWxcXFSEpK8uCIfE90dDSKi4ut+oqKigCgwgfGmzdvYtmyZfj3v/9t9FCIyEk87+uPcUI/jCtE5QtjiucxxngOYw75K6a+VhBFRUWYP38+Jk6caPRQvC4uLg4FBQW4fv263JednY3Y2FhUqVLFwJEZ75133sHYsWNZ04HID1Xk876rGCf0w7hC5J8YU9zHGOM5jDnkr3ijrgIoLS3FW2+9hTFjxiA4OBgAUFBQYPCovCchIQExMTHYu3ev3JeVlYVu3boZOCrjLViwAF26dEGdOnUAAMXFxSgtLTV4VESkh4p+3ncV44Q+GFeI/BNjijaMMZ7BmEP+LECSJMnoQZDnlJaW4oUXXkDbtm1Ru3ZtAKYprI8ePYo333zT4NF5z5tvvons7Gy8++67KCgowEMPPYRNmzahXr16Rg/NEPPmzcOvv/6K9u3bAzDVx/j888+xePFiq/oZRFT+8LzvHsYJbRhXiPwTY4o+GGP0xZhD/o436vzcwIED8fHHH9v0r1y5EsnJyQaMyBilpaUYM2YMbty4gdzcXDz//PNo06aN0cMyREZGBoYMGWLT//e//x2zZs0yYEREpCee993DOOE+xhUi/8WYog/GGP0w5lBFwBt1REREREREREREPoDPhRIREREREREREfkA3qgjIiIiIiIiIiLyAbxRR0RERERERERE5AN4o46IiIiIiIiIiMgH8EYdERERERERERGRD+CNOiIiIiIiIiIiIh/AG3VEREREREREREQ+gDfqiIiIiIiIiIiIfABv1BEREREREREREfkA3qgjw3z77bfo3r07AgICkJSUhHXr1nnluL/88gv+/Oc/Izk5GS1btkRAQABiYmIAAFeuXMHcuXNRtWpV1K9fH4MGDcKgQYPQr18/REdH49///jcOHDiAIUOGICAgAK1atcLTTz+N+Ph4JCUl4eDBg155D0REpA1jEBERGYUxiIjKJBEZaNOmTRIA6fvvv/fK8W7cuCHde++90rp16+S+999/X4qJibFar3Xr1lJKSopV3+nTp6UPPvhAkiRJOnr0qARA2rRpkyRJkpSfny/Fx8dL0dHRUk5OjoffBRER6YExiIiIjMIYRET28Ik6MlRYWBgAoHLlyl453uHDh3HixAm0adNG7vvb3/6GhIQEq/WCg4Nttr3nnnvw17/+FQAQGhpqtaxq1aoYMGAA/vjjD+zYsUP/gRMRke4Yg4iIyCiMQURkTyWjB0DkjA8++ABHjx7Fr7/+iuLiYsyfPx933303AKCoqAhpaWmoV68eTp48iREjRuC+++5T3U90dDQAYPDgwfjkk08QHh4OAOjWrVuZxz98+DBu3ryJ+Ph4u+tcvXoVAFCzZk0X3x0REfkyxiAiIjIKYxBRxcMn6sjnLVu2DNu2bcO7776LFStW4I477kD37t0hSRIAYNKkScjOzsbo0aMxadIktG3bFo899hjef/99m33VrVsXr732GlavXo2mTZtixYoVAIBBgwaVOYbNmzeXufy7777DrFmzkJKSYvVXKiIiKt8Yg4iIyCiMQUQVE2/Ukc+bOnUqevToIX89evRoHDhwAJs2bQIAbNy4EfXr1wcA1KhRA7Vq1cJTTz2FYcOGqe7v7bffxscff4zCwkL069cPHTp0wPHjx23W+/bbb9GrVy907doVb7zxhuq+/vOf/6Bt27bo1KkTlixZgmXLlml9u0RE5EMYg4iIyCiMQUQVE2/UkU+7evUqDh8+jIiICLmvSZMmCA4OxoEDBwAAMTExyMnJkZdXqVIFv/32W5n7/etf/4rjx4/j5Zdfxs6dO/HII4/g1KlTVuu0bdsWq1evxsaNG/H1118jJCTEZj/9+vXDnDlzUFJSgiNHjiAgIEDDuyUiIl/CGEREREZhDCKquHijjnzWrVu35PalS5fktmUacUvAmDx5Mr755hsUFhYiNzcXx44dQ58+fVT3eerUKezatQsAEBUVhTlz5uCzzz7D1atX8Z///MfuWB577DE0adJEdVl8fDz++c9/Yty4cTh27JjL75OIiHwPYxARERmFMYioYuONOvJZy5cvR/Xq1REXF4fMzEyrZVevXkWHDh0AAHXq1EHDhg0xY8YMzJ49G2vXrkW7du1U91laWoqNGzda9fXq1Qv33nuvVUB01RtvvIH7778fzz33HEpLS93eDxER+QbGICIiMgpjEFHFxht1ZKji4mIAQEFBgVX/oUOH8MMPPwAA/vnPf2LVqlU4e/YsAOCrr75CmzZt8Kc//UleXr16ddx77724//77cfXqVau/PN3u3//+N7799lv562PHjuH333/H008/bTWukpISh+O2vAYHB+Ojjz7C3r17MWHCBKffPxERGYcxiIiIjMIYRER2SUQG+eabb6SuXbtKAKQ6depInTp1kjp16iQ98MADUqVKlaRVq1bJ606bNk1q1aqVNGzYMOnFF1+Urly5Ii/79NNPpejoaKlq1apSYGCgBECKiIiQjh07ZnPMEydOSACkgIAAqU2bNlJycrKUkJAgbdmyRZIkSfrjjz+kefPmSWFhYVJ0dLT0n//8R7p27ZrVPn744QdpwIABEgCpffv20vbt2+Vl48ePlwBIzzzzjPTdd9/p/IkREZFeGIOIiMgojEFEVJYASTLP7UxUTo0dOxajR49GTEwMAODGjRv45ptv8MMPPyA1NdXg0RERkT9jDCIiIqMwBhH5p0pGD4BIiwMHDmDfvn1ycAKAkJAQ1KlTB9euXTNwZERE5O8Yg4iIyCiMQUT+izXqqFzLycnBjh078N577+HXX3/FtWvXsHv3brz//vvo2bOn0cMjIiI/xhhERERGYQwi8l9MfaVyb8mSJZgxYwaOHTuG6OhopKSkID09HeHh4UYPjYiI/BxjEBERGYUxiMg/8UYdERERERERERGRD2DqKxERERERERERkQ/gjToiIiIiIiIiIiIfwBt1REREREREREREPoA36oiIiIiIiIiIiHwAb9QRERERERERERH5AN6oIyIiIiIiIiIi8gG8UUdEREREREREROQDeKOOiIiIiIiIiIjIB/BGHRERERERERERkQ/gjToiIiIiIiIiIiIfwBt1REREREREREREPoA36oiIiIiIiIiIiHwAb9QRERERERERERH5AN6oIyIiIiIiIiIi8gG8UUdEREREREREROQDeKOOiIiIiIiIiIjIB/BGHRERERERERERkQ/gjToiDzh06BCefvppTJ48WXX5xYsXkZycjHbt2qFt27b46quvnNrvv//9b9SrVw+RkZFISkrCmTNn9Bw2ERH5AU/FoHXr1qFNmzZo3bo1WrRogRUrVug5bCIi8gOOYpCz65Tl008/RUBAgLtDJPJ5vFFHXpOdnY1nnnkG9957L4KCgvDyyy+Xuf6yZcsQFBSEOnXqoE+fPti0aZOXRqrNl19+iXfffRfLly9HaWmpzfL8/Hx07NgR7du3xzfffIPFixcjJSUFu3btKnO/8+fPx/Xr17Fq1SpMnToV27ZtQ/fu3T31NoiI/ApjkIm7MWjTpk0YNGgQFi9ejF27duE///kPBg4ciJUrV3rqrRAR+Q3GINfWKcuZM2cwfPhwrUMl8mm8UUeaXblyBUuXLnW43h133IFly5ahS5cueOKJJ5CVlWV33TNnziAzMxO3bt3CwoUL8dlnnyEpKUnPYXvMk08+idmzZ9td/q9//Qu5ubkYMWIEACAuLg59+/bFsGHD7G4jSRIaNGiAMWPG4IEHHsDw4cPx0ksv4aeffkJOTo7u74GIqLxgDLLmqRg0evRoPPPMM2jYsCEA4NFHH0X//v3x97//HTdu3ND3TRARlROMQdYcxSBn17Hn1q1bePnll9GzZ0+3ticqL3ijjtx25swZjBo1Cv369UNERITT2+Xm5uLBBx/EiRMnVJdLkoSlS5eiZs2aCA0NRbt27WzW2bFjB7p06YK1a9dCkiS334OnVKlSxe6yBQsWoH379ggMVP77tWvXDocOHcKePXtUtwkICEBiYqJV37333osGDRqgRo0a+gyaiKgcYQyyT+8YdObMGRw9ehR16tSx6u/atSsuXLiArVu36jNwIqJygjHIvrJikCvrqHnrrbfw9NNPo379+m5tT1Re8EYduez7779H//79MWrUKCQnJ2PLli1Op2CeOXMG9evXx7333ovz58+jsLDQZp1PPvkE/fv3x9dff402bdqgcuXKNut06NABS5cuxY8//oiEhAQsWLAAxcXFmt+bXuzVTPjpp59w4cIFm4ude++9FwDw7bffOn2MXbt2YeHChazPQEQVCmOQY3rHIMuT27///rtVf2xsLACU+WQIEZE/YQxyzJlrE3euX/bt24fjx4/j2WefdWdYROVKJaMHQOXHF198gdmzZ6NWrVp444030LhxY5f38dVXX6Fz584ICAiAJEn4+eef0aJFC3n5zz//jJCQEERHR2PPnj1IT0+3u6/o6Gi88cYbSE1NxeLFi/HEE0+gS5cuePHFFxEVFeXy2NLT0516KuDjjz9G3bp1Xd4/AJw9exYAbJ6Ci4yMtFpelhs3buCtt97C8ePH0aBBA7fGQURU3jAGmRgRgxo2bIigoCBs27bNqr+goACAKRWJiMifMQaZaIlBWhQUFOD111/H//73P68fm8gIvFFHZbp58yaWLVuGBQsWoE2bNliwYAFq167t9v727NmDAQMG4I8//gAAnDhxQg5Qt27dwv/+9z+MHTsWGzZswM2bN9G5c2eH+wwLC8Pf/vY3PP/881i9ejX69euHZs2a4ZVXXsE999zj9NjGjx+P8ePHu/fGnHT16lUApuAqqlTJ9F+xqKiozO3z8vIwc+ZMLFmyBL/88gseeeQR7N27V36qgYjInzAG6cvdGFS9enW89NJLmD17NmbNmoURI0bg6tWrWLRoEQC49D6JiMoLxiDfkZqainHjxsl/WCLyd0x9Jbt27tyJ++67DxcuXMDGjRsxbdo0TcFJkiSUlJQgODgYNWvWRLVq1XD8+HF5+aJFizBo0CAApr84RUdH44EHHnB6/4GBgfIj6MnJyRg1ahSeffZZHDhwwO0x683yFMPthbctj6s7+gtYREQEJk6ciGPHjmHMmDG4ePEi/v3vf3tkrERERmIM0p+WGPTuu+9i2rRpWLJkCbp27Yo5c+bg3LlzCAwMxMMPP+y5QRMRGYAxyHesWbMGd955J9q2bWv0UIi8hk/UkV0PPvgg/vGPf+B///sfgoKC8MILL7hULPV2P/74o9Xj3Q0bNpQLqWZlZSEyMhJ33XUXAFOA6tixo1Wxa1e0a9cOVapUwciRIzF37lx8+OGHDrfxxiPfliffLH9Js7h8+bLVckeCgoIwdepULFu2DIcPH3ZrLEREvowxSJ1RMSgoKAhjxozBmDFjAJjq1r355pt48skn+UQdEfkdxiB1RqS+vvfee8jMzMTUqVPlPkvJhUqVKmHgwIFYuHChV8dE5Gm8UUd2hYWF4aWXXsKwYcOwatUq9OnTB/Hx8Rg5ciTuvvtul/f31VdfWc1ceu+99+LEiRMoKSnBmjVr8M9//hOAqVj1Tz/9hOHDh7s17i+++AJz585FnTp1sHjxYsTFxTm1nTce+W7UqBHuvvtuq7+gAcAvv/wCAHj88ced3ldgYCAeeeQRBAcH6zpGIiJfwBikPz1j0Ouvv47S0lK8+eabuo6RiMgXMAb5joULF8o1US3mzZuH+fPn48CBA27V5CPydbxRRw4FBgaiT58+6NOnD3bs2IG///3vqF69Ol599VU0bdrU6f1kZWXh1Vdflb++9957sWPHDixYsABDhgyR+7/++msAcKoug4WlhsRHH32E9u3b46OPPkJMTIzT2+vN3lTpQUFBGDhwIDIyMiBJkjzjUWZmJh5++GE0adJEXvfatWuoVq1amcc5c+aM/HQDEZE/Ygxynadj0KeffooPP/wQc+bMQatWrfR/A0REPoIxyHX2YpAr64gxqH79+jbL77zzTgBAs2bN3BghkTZz585FSEgIzp8/j5EjR6J69eq6H4M16sglHTp0wKpVq5CamoqZM2fiqaeespkFTs3Fixdtpg1v2LAhfv/9d9SuXVs+2QLAli1bUK9ePaf+ApSXl4cZM2agc+fOuHbtGjZs2IBJkyYZGpwA4NKlSwBMqUG3S01NRVBQEJYsWQIAOHjwINauXYtZs2bJ60yfPh1RUVHYvXs3ACA3NxejR4/Gli1b5HUyMjLQqFEj9OrVy4PvhIjIdzAGOUfvGGSRn5+PKVOmYNiwYViyZAleeuklD74LIiLfwhjknLJikDPr2ItBRL7g+++/x/79+/H8888jMTERkyZN8syBJCINzp8/L6WlpUnPPPOM3eW9evWSatSoIYWGhkpdu3aVzp49K0mSJP3f//2fNHDgQHnd119/XerWrZsUEhIiVa9eXerXr5+0ZcsW1f1eunRJeu2116THH39cWr58uVRSUqL7e3PXu+++K919990SACkoKEh6+OGHpWvXrlmtc/z4cenxxx+X2rVrJ3Xs2FHauXOn1fIPP/xQioqKkg4ePChJkiRlZ2dLjz76qBQaGiq1atVKeu6556QPP/xQunXrltfeFxGRr2EMsuWJGCRJkvTwww9LLVq0kP72t79JJ0+e9Mp7ISLyZYxBtpyJQY7WUYtBt5swYYLEWxlkhHHjxkkzZsyQJEmSioqKpHr16nnkOAGS5MSzqUQ+5tChQ7h8+TISEhKMHgoREVUwjEFERGQUxiAi47zwwgt47LHH8Nxzz0GSJFSuXBnXr1/X/TisUUflUvPmzY0eAhERVVCMQUREZBTGICLj1KxZE4WFhQBMJUHuuOMOjxyHNeqIiIiIiIiIiIjKkJycjB9++AGA6enWnj17euQ4ht2oy8vLw9ChQ/Hiiy+iS5cu+Oijj5zarl+/fpg4caJnB0dERERERERERIY5c+YMEhMTUa1aNbRq1cqpCVyckZOTg3/84x92J8aaNm0ann/+efTv3x9bt26V+1u1aoVGjRph4cKF+OKLLzBlyhRdxnM7w1JfBw8ejO7du2PQoEEoKChAs2bNEBMTgx49etjdZvny5Vi/fj2aNGnixZESEREREREREZG3SJKE559/Hk888QSeffZZvPPOO+jevTt+/PFHm5mR8/LyEBERYdV38+ZNlJaWIiwszKb/22+/xZo1a9C6dWub486ZMwcnTpxARkYGrl+/jvj4eGzYsEE+Zmpqqs7v1JYhk0kcO3YMjRo1wu+//y5PRz1x4kSsX78e+/btU93m999/xxtvvIETJ04gISHB7lN1t27dwvnz51GtWjUEBAR46i0QkR+QJAnXrl3DXXfdhcBA9x8wvn79Om7cuKFpLCEhITZBhMofxiAicoUecUiPGAQwDvkDxiAicoWvXwsdOnQIly5dwuOPPw4AuHTpEho0aICpU6di5MiRVuu+/fbbqF27NgYMGADA9N5eeOEFvPjii3jggQdUj9m/f38EBwdj0aJFct+NGzdw1113YeXKlejQoQMAYOTIkbh27RoyMjI0vUdXGPJE3aFDhwCYPjyLli1bIj09Hfn5+QgPD7fZ5o033sDUqVPRr1+/Mvd9/vx51KlTR98BE5FfO3fuHGJjY93a9vr167ijcmXkaxxDrVq1cOrUKV4klXOMQUTkDnfjkF4xCGAc8geMQUTkDl+4FqpevTouXLhgFYPuv/9+q8lT7rzzTjRp0gShoaE226elpWHo0KGoWbMmEhMTMXbsWCQmJtq9SQcAwcHBNn07d+7E5cuX0axZM7mvZcuWGDNmjLtvzS2G3KiLiooCABw8eBBPPvmk3C9JkuqNuk8++QRdunSRn74rS7Vq1QCYfthuf/SRyp/IyGlyOzf3nwaOhPxRXl4e6tSpI5833HHjxg3kA/gHANuQ4ZxiANMvXsSNGzd4gVTOMQZRRWaJ2YzXztMah/SIQQDjkL9gDCJfxhjhe3zqWujqVZsYFBISYrPulStX0L17d9X9vP/++3jmmWewadMmNGzYEH369HF5LFlZWQgMDJTvWQGm+1fZ2dm4cuWKVb8nGXKjrk2bNqhXrx7S09PRtm1bBAUFYcOGDQgJCUHNmjWt1v3tt9+wZ88ezJkzx6l9Wx7zfuSRR+T26NGjMXr0aH3fBHmJ8h+Vv3CQp+iRHhIO8afVNbZ/y6HyyvKzFBERwXMWVUCmsyB/9l2nNQ5piUEA45C/YAwi38YY4avKy7VQZmYmkpOT7T79V6lSJfTs2RPjxo3D9u3b3RpLbm4uqlevbpUKbHmCr7Cw0L9v1IWFhWHz5s1ITU1F586d0alTJ2RlZaFt27Y2PyQTJkzA9OnTXT7GkSNHeBLwMQEBkwAAkjTB6W1cWdeyf1e3IyIiIu0Ye4mIyB7GCNLi5s2bWLZsGf7973/bXSczMxNbt27Fnj17MHjwYCxevBgxMTEuHSc6OhrFxcVWfUVFRQDgtZt0gIGzvt53331Yu3YtAODixYuYMWMGli5darXOmTNnsHDhQixcuNCqf8eOHVi0aBFOnz7treESEZWpEtw/oRp2IiYiIr+gJQZZticiInKXp6+F3nnnHYwdO1a1Ph0AHD58GLNmzcLSpUsREhKC9957D4MHD8Z///tfVKlSxemxxMXFoaCgANevX5fTcLOzsxEbG+vSfrTyibg8duxY9OjRA8nJyVb9tWvXxg8//GDVN3ToUDz00EMYMWKEN4dIRFSmSnA/dahEz4EQEVGFoyUGAYxDRESkjSevhRYsWIAuXbrIk+UUFxejUqVKCAoKktc5dOgQMjIy5Lp2DRs2xLhx45CVlYWHHnrI6bEkJCQgJiYGe/fuRbt27QCY6tZ169bNtTelkeE36mbNmoWcnBwsW7YMAFBSUoKOHTtiypQp6NChA+Lj463WDw8PR61atdCkSRMDRkta6Pm4sztptESexCfqiIjIKHyijoiIjOSpa6F58+bh119/RWxsLL744gsUFhbi888/x+LFi63We/rpp222/dOf/lTmcUtLS21KrwUHB2PUqFFYtWoV2rVrh4KCAmzZsgWbNm1y+v3owZC4nJ+fjzVr1uDo0aOoW7cuVq9eLRfrKy0txenTp3HlyhUjhkZERBVEXl4eRo8ejeDgYJw6dQopKSl47rnnHG7Xr18/NGnSBBMnTvT8IImIiIiIKqCMjAy8/PLLAIBp06bJ/X//+9+tJntwx/Lly5GZmYnAwECsWLECffv2lZelpaVhzJgxGDlyJHJzc7FgwQLUq1dP0/FcZciNuvDwcPTv3191WWhoKM6dO2d3W3dn7yAi8qRgMPW1vBk8eDC6d++OQYMGoaCgAM2aNUNMTAx69Ohhd5vly5dj/fr1fKqbiHyKlhgEMA4REZE2nrgWGjx4MAYPHuzmXsuWkpKClJQU1WVBQUFuTWiqJ223IYmICIDyuLe7/8i7jh07hpUrV6Jr164AgKpVq2LgwIGYNGmS3W1+//13fPXVV3j44Ye9NUwiIqdojUGMQ0REpAVjkL74mVC5pFabzhP16iy18Dy1f/IfWgqo3tRzIOSUQ4cOAQAkSZL7WrZsifT0dOTn5yM8PNxmmzfeeANTp05Fv379vDZOIiJnaJ1MgnGIiIi04LWQvvhEHRERVThRUVEAgIMHD1r1S5KE/Px8m/U/+eQTdOnSBXfeeadXxkdERERERBUTb9QREemAj3uXL23atEG9evWQnp6OwsJCFBcXY8OGDQgJCUHNmjWt1v3tt9+wZ88e9O7d2+n9N27cGLGxsYiNjcXMmTP1Hj4RkRWmvhIRkZEYg/TFz4Q8ytdTRx2NzxfHTL5JSwFVLelK5J6wsDBs3rwZqamp6Ny5Mzp16oSsrCy0bdvWZpr2CRMmuFxQ9siRI4iIiNBzyEREdmmdTIJxiIgsfP36jXwTr4X0xRt1REQ6YHAqf+677z6sXbsWAHDx4kXMmDEDS5cutVrnzJkzWLhwIRYuXGjVv2PHDixatAinT5/21nCJiOzijToiIjISr4X0xRt1RERU4Y0dOxY9evRAcnKyVX/t2rXxww8/WPUNHToUDz30EEaMGOHNIRIRERERUQXAG3VERDrQUl+BJ2JjzZo1Czk5OVi2bBkAoKSkBB07dsSUKVPQoUMHxMfHW60fHh6OWrVqoUmTJgaMlojIltYaP4xDRESkBa+F9MXPhDzK1+sa6Dk+1nOo2LRMSc4Tsffl5+djzZo1OHr0KOrWrYvVq1cjMNA0v1JpaSlOnz6NK1euGDxKIiLnaIlBlu2JiABex5B7eC2kL34mREQ64F+Rypfw8HD0799fdVloaCjOnTtnd9vt27d7aFRERO7hE3VERGQkXgvpi58JEZGBtgP42uhBEBERERERkU/gjTrSRC3dU+xzRHy0OiDA3EgSVtgk7ktZV5LsH996fOJXtuOyPr7asZxPZ+Vj4hWbuzMdPQGgNYBEfYdDREQVCGd9JSIiI3HWV33xRh0RkQ74uDcRERmFqa9ERGQkXgvpi58JEZEOWECViIiMoiUGbQHwhY5jISKiiofXQvriZ0JEREREVEE9AeAxAB2MHggREREB4I06ckCt3py7tdqUfanXhVNq3IlbiftS1g3oOsHmWGr7stSyu32/avX01Mdd9ntxdHx765L/4ePeRETaMF66j6mvRERkJF4L6YufCRGRDlhAlYiIjMLJJIiIyEi8FtIXb9QREemAf0UiIiKj8Ik6IiIyEq+F9MXPxA85Tud0nitprurpoM4fSy01Vkx3terfpLZ/tTRUrWm66uuqbWdvX0zhISIiUtj7PcX5shRERERE/os36oiIdMCZjoiIyChaYpBleyIiInfxWkhf/EyIiHTAugxERGQU1qgjIiIj8VpIX7xRZzCtM5ypbe+pNBGHY02ynbXV3qyrynIhXXW8uTHZdp8AgIeE/snmtJhxE2z7nBDQ1Xz8jerL1dJv3MVZ7CoG1mUgInKOu7PHk32sUUdE/o7XVL6N10L6CjR6AERERERERERERMSbl0REuqgUBAS7MHmK1bYSgFJdh0NERBWIlhgEMA4REZE2vBbSF2/UERHpoFIloBKDExERGUBLDAIYh4iISBteC+mLN+oMpjXH3tnt7dVac+f41rXmbPdrVXdOXNdST06oJRfQVTj+Gw4OLNags9Su2wfbPkCpZyfUu1MblyvvRY34udpb19N1FFivwTcEa/grUrDkeB0i8m3OxANN+++ktKWtuu/ebZ5+3+QcLTEIYBwiIiJteC2kL9aoIyIiIiIiIiIi8gF8oo6ISAeaH/cmIiJyky6pr0RERG7itZC+eKOuArJOAXUlZUVtudInmf+DBXQVFo+z3eJBqbPc/vnGRbndMOQXU99DcXJfn5CVcvtaej25vVnYziL3s1rKF5ZVuyhdAUuVtqR6MnA+ZcdRuqna5+qp9CA90nNJu+AgINjNZ5SDb+k7FiLyPk+fX11Jd3V03nc3LqjFPsYV36AlBgGMQ0Tk+xhvfBuvhfTFG3VERHoIgvvFBDQ8BUFERKQpBgGMQ0REpA2vhXTFGnVEREREREREREQ+gE/UERHpoRLc/9MHH/cmIiIttMQggHGIiIi04bWQrnijroKwl9OvXrtG/EqpY4Mk87qbhMWfqmy3U1jeRtj+U9P2P99QatDlXoyR2/thakfWypH7Fo5/Wdl+aIncTKj7FQDgHOoo+zqq1KiL+8thAMAv45tCjVyvbonqYkgbzeuNF/rS1deV9ynU/FGrd2dUXQXWc/ASBicir/P1Gpxaa8G5up2zXKlVq7XmqnVsLHsbR/VfXVnXlX35Bd6oIyIiI/FaSFe8UUdEpAcGJyIiMgpv1BERkZF4LaQr3qgjIiIiIiIiIiLS2dy5cxESEoLz589j5MiRqF69usNteKOunNMztSOgq1qvsF855VVIYzkqLLekvLYRNj/zutyMrHURANAw5Be5b/+3Srrq3/8yHQDwO+6U+2qmX5LbG6EMMBGbAQA/o6Hc90sXlTTXLkL7tNC2pLyKabwCJVVHeH8OUl89lV7j7PfY11PA/F4gTLMdEZHXGH2uU0vrFLk7PpfSZM2lGtBNfSyOUk8dHUvrZ+zK9nqu6+y+/CZ2MgYRkQH85hxK2jEOqfr++++xf/9+ZGRk4LvvvsOkSZPw7rvvOtyOs74SEemhksZ/RERE7tIagxiHiIhIC8YgVatXr0bTpqYHiuLj47F69WqntvPjj4SIyIsqwf2/IgU4XoWIiMguLTEIYBwiIiJteC2k6uLFi6hfvz4AIDQ0FBcuXHBqOz5RR0REREREREREpKOaNWuisLAQAJCfn4877rjDqe34RF05Z6kFYK8+gKPaNFYs9drGCX37xOXmfX0qbH9UWP6F6SVOOix35dyoIbfbh3wDAKiMQrnvpb/Mk9t34TwAYA8ekftCUSy3/45ZcvsC7gIANMePct+/W/9Nbs/GCABAQusv5L641kptvIVLXoYN8X1batNNnmTbZ9P2LEff47L6yIuCwLoMRBWMp2uTOnMsyVK+1c7ygE7mxVvL3j8AoKN5H9sm2fYJ/Va/Z3QSxiIcQ3UsDt6XnnV3neU3sZMxiIgM4DfnUNKOcUhVcnIy5s6dCwA4dOgQevbs6dR2vFFHRKQHPu5NRERGYeorEREZyYPXQjk5OXj77bdRUFCAefPm2V0vPz8faWlpiIiIQElJCYqLizF9+nSEhoa6OTDnxzBt2jScPHkShYWFGDJkCDp1Mv0ls1WrVmjUqBEWLlyIM2fOYMqUKU4dz7AbdXl5eRg9ejSCg4Nx6tQppKSk4LnnnlNdd8WKFRg7dixycnKQmJiIOXPmICYmxssjJiIqQxD4pw8iIjIGYxARERnJQ3Ho5s2b+Pbbb7FmzRq0bt26zHXT0tIQFxeH0aNHAwCGDx+OKVOmYPLkyTbr5uXlISIiwuZYpaWlCAsLc2kMc+bMwYkTJ5CRkYHr168jPj4eGzZsQFxcHAAgNTXVpfcMGBjSBw8ejO7du2PQoEEoKChAs2bNEBMTgx49elitd+DAAcyePRsTJkzA2bNnMXXqVFy5cgWbN282aOTepVcaiL3tVdNfJts51jhTf2Sfi3JX7me15PaDf9kJAIjDz3JfzZBLcvsR7AEA5EBJh+2IbXI7BDdM2+B3ua86rtosB4AbCAEAVMM1ue8Y7pfbffAZAKA1dsl9u6D8p+qxcQUAIAtN5L5fzirbK8pOIw4IED+rslNTHaUnO/oe89FyIiJrjkoCeHr/rqR9ukut/IEVc2qq3eOb01UDnHliyvJ7ZKrwXrvZSYO9bf8mnvldxR1GpNESERGRvoKDg9GrVy+sWLHC4brbt2+Xn2QDgObNm2Pjxo2q686fPx+1a9fGgAEDAACSJOGll17Ciy++iAceeMDpMdy4cQMTJ07EypUrAQBhYWFITEzE1KlTkZGR4fT7vJ0hk0kcO3YMK1euRNeupsIqVatWxcCBAzFpku0voXv27MGXX36JZ599FmPHjsX06dPx5ZdfIjc319vDJiKyL0jjPw8oKirC008/jcaNG6Nbt27Iz8/3zIGIiMhYWmMQ6woREZEWbsaeFVeAgScd7z44ONjhOi1atMC8efNw69YtAMC+ffswbNgw1XXT0tKQmZkpPwA2duxYJCYm2tykczSGnTt34vLly2jWrJnc17JlS6xfv97heMtiyI26Q4cOATDdtbRo2bIlvv/+e5sLyeeee87q0cOEhAQEBQWhUiU+309EPqSSxn8ekJmZiblz5yIrKwsRERH46KOPPHMgIiIyltYYxF+riYhICzdjT99awOLG+gxh5syZOHnyJAYMGIBdu3ahV69eSEpKsrv++++/jwULFuCVV17B3XffjT59+rh8zKysLAQGBiIqKkrui4qKQnZ2Nq5cueLW+wAMCsuWN3Hw4EE8+eSTcr8kScjPz0d4eLjcFxISYrXtxYsXkZiYiKpVq5Z5jMaNGyPAnOcxevRoOU+5vHElhVKdJWVG6LL3s5qksq+HlGZcumk2V3EmV0u6KwD8fMOUg31XyHm5Lx4HlO1hmnW1K5THT6Oyi5QDmO7f4u57Lyt9Z5Xmb22U495ZbEqPvRqq/Ie4hmpyu7Z5Btmv0FnuK0QVuZ15ox0AoFWIMr5ffm2qHKyN+VX8rMapfD6T7aQiqbA7Yx/TcvyDD17oJCYmyu1HH30UNWrUKGNtovLH0+dPR2Uj7M2y7uxs3Vb7FNNoHczsLa6rui8hy0Mei7iNWCqlm0oc61Z2qQar3ynU0mHt8Gb6cIWLrT4Yg4iIHPF0CQvyIh+IQ7Vr18by5cuxePFidO3aFZ988kmZ61eqVAk9e/bEuHHjsH37dreOmZubi+rVqyMwUHkGzjJ5RWFhodUNPFcY8kRdmzZtUK9ePaSnp6OwsBDFxcXYsGEDQkJCULNmzTK3/e9//4tp06Y5PMaRI0fw66+/4tdffy23N+mIiPRy+vRp9OvXz+hhEBERERER6e7IkSPYvXs35s6dixkzZiA5ObnMuQ0yMzOxdetW7NmzBy+//DJycnJcPmZ0dDSKi4ut+oqKTA8juXuTDjDoRl1YWBg2b96M6OhodO7cGZMnT0ZWVhbatm0rPwWnZu/evWjWrBlatGjhxdESETnBh1OO1q5di1deeYUlA4iI/BVTX4mIyEg+EIOGDh2Kdu3aye3hw4fbnXH18OHDmDVrFj744APUrFkT7733HgYPHozCwkKXjhkXF4eCggJcv35d7svOzkZsbCyqVKlSxpZlM+RGHQDcd999WLt2LXbt2oXhw4fj+++/x8svv2x3/ZycHGzYsAEjRozw4iiJiJwUCPcLeHvwTLx161bcf//9uOeee3D+/HnHGxARUfmjJQZ5OA4REVEF4APXQgcPHrQqnTZkyBCcO3dOdd1Dhw4hIyNDXr9hw4YYN24csrKyXDpmQkICYmJisHfvXrkvKysL3bp1c+MdKHzi72djx45Fjx49kJycrLq8oKAA7733HsaPH2/V56hOna9ypY5NQFdzn/qswgI7Of2WGmubhBo0m4TlYt21oSWm1wWVbPsAPIh9AICaIZfkPrEGHcz/J2KgPDL6ePFXNkOq+sct5YsjwgLLbvcIffWV5t1fCrXrIs37OqH03f3Qdrldp5HpP+RTWC33/YI4uX0txFQHsRqUyUuUrQVCjT4pXWlbHvy0rt2jtgNxG9ZgIPfl5OTg7bffRkFBAebNm2e1bNq0aTh58iQKCwsxZMgQeVryBQsWID09HXfeeSdu3bqFRx991GZboorI2Rpz9jisIaeyf61jEftEtaUB5uUfqy7vKTUxt/oqnTPUx1K76ykAwAWV8QEANpjHKNa1U/lDtUufpUpdOsZLIiL/40psNJo7Y2Xs8qzS0lKb7MsRI0agbt268lNzSUlJ2LRpkzwD67Fjx9C9e3fV/T399NM2fX/6059cHkNwcDBGjRqFVatWoV27digoKMCWLVuwadMmO3txjuE36mbNmoWcnBwsW7YMAFBSUoKOHTtiypQp6NChAwoLCzFw4ECkpKTg66+/hiRJOHv2LK5du2b3MUYiIq/T8ti2VPbimzdv4ttvv8WaNWvQunVrq2Vz5szBiRMnkJGRgevXryM+Ph4bNmxAXFwchg4diqFDh7o5KCIiKje0pg45iENERERl8uC10PLly5GZmYnAwECsWLECffua/vj422+/WZX2WbBgAVJTUzFhwgSEh4fj4sWLmDt3rpuDcm4MAJCWloYxY8Zg5MiRyM3NxYIFC1CvXj1NxzPkRl1+fj7WrFmDo0ePom7duli9erU8S0ZpaSlOnz4tT2WblJSEzMxMrFy50mof+/fv9/q4iYjs8mBwCg4ORq9evbBixQqr/hs3bmDixIny+TEsLAyJiYmYOnUqMjIy3BwMERGVOxpi0IpfgaXqmUHkQXl5eRg9ejSCg4Nx6tQppKSk4LnnnlNdd8WKFRg7dixycnKQmJiIOXPmICYmxssjJiIqgwevhVJSUpCSkmLTf/s9osjISHz44YduDsK9MQBAUFAQpk+fruvxDLlRFx4ejv79+6suCw0Ntcoj3rFjh7eGpRtHj8o6mzIj9geMV1/XEUvKbMBSYRvxo28ktL81/zjsU7oeTFfyUItgKoZ4F5Q6Vzeg5ID3wDoAwN3ZQoqqklkKnDC/it/SS0LbkmUr/lQKY0G00D5lfn1c6BMmW2ka+QsAQApV+gqjK8vtRHwJAKgv7wio01r5uTsn1QFgnS4bML6LsrNPzX1dlS5JOMGIT8Ra+h193/i4dDlnqbHgpJnHTf8A65+dsgQHB1t9vXPnTly+fFl+vBsAWrZsiTFjxjg/ECI/Zu+8qnqO7eh6eosrcd4VVr8TdDI3Nih9lhRVALhgTnm1pMCKfQCwT6zhoEZ43xfMx5ovnZb7Xtz4kc0macI5620xNdY8bnu/01iOJaa7yu8PALZpS0mu0FyMQaK+9wCJdwGRq/UcEDkyePBgdO/eHYMGDUJBQQGaNWuGmJgY9OjRw2q9AwcOYPbs2ZgwYQLOnj2LqVOn4sqVK2XOZEjkixxdAzvLmbigVi7CpWtoN8ZV4WOUhjiEW45XqWgMT30lIqqIRt9n+gcAeTfdu0DKyspCYGCg1dTfUVFRyM7OxpUrVzRNCU5ERESecezYMaxcuVKuG1u1alUMHDgQkyZNsrlRt2fPHnz55ZcICwsDAFSvXh0vv/wycnNzERkZ6fWxExGR53GOJyIiPRgwJXlubi6qV68ulw4ATE8lA3B5anEiIirHtMYg/uneqw4dOgQAkIRH6lu2bInvv/8e+fn5Vus+99xz8k06wDTDYFBQkFVdJiIiwzEG6Yo36oiI9BAE9wOTm4+JR0dHo7i42KqvqKgIAPg0HRFRRaIlBmmIQ+QeS4w+ePCgVb8kSTY36kJCQqy+vnjxIhITE1G1alW7+2/cuDFiY2MRGxuLmTNn6jRqIqIyGHAt5M9479ID5LpybtZVUc3fT1faqvtNUl8OmJePE7rE9hKlGbfxsKnxF/VxPQjTBB7VcVXu+2uxUgen6nlzcvkpYaPzQvuI+XWn0Cf+jlFgfs0V+sSf0BNC+y7z63dCX13b4wbUV7oaNT6jfPGgeTelF+SuPUGPyO06MNWrW7jrZWUboUQdvjC9WGoAAtZ16QCV7wH5Ny11GdzcLi4uDgUFBbh+/br81/bs7GzExsaiSpUqbg6GyH+4FHu3Ol6nrP2KtdYs+1KrzwYAECatd7Qvy7piXTo1DwlFXbsKNeYA0y8QG7cqRVXFunUXOimBcv5WUyF7q7p0M2zHkoUmclealFXmuMT3rfa5WNejM7+Kn2VFr/njLC0xyLI9eU2bNm1Qr149pKeno23btggKCsKGDRsQEhKCmjVrlrntf//7X0ybNq3MdY4cOYKIiAg9h0zlnKfqfU4SLoAmOFt0WSNnxu8rsaNC1Vk14FrIn/GJOiKiciohIQExMTHYu3ev3JeVlYVu3boZOCoiIiIqS1hYGDZv3ozo6Gh07twZkydPRlZWFtq2bYsA67/8Wtm7dy+aNWuGFi1aeHG0RETkbXyijohID1rqKzg501FpaanVL/DBwcEYNWoUVq1ahXbt2qGgoABbtmzBpk2b3BwIERGVS1pr/HDGPa+77777sHbtWgCmdNYZM2Zg6dKldtfPycnBhg0bMHHiRC+NkIjIBV64FqpIAiTJS8+oekleXh4iIyORm5vr8Ue+HT3K6srU0WqpH6Z+231Zp1KqbC/GeHNqq5zWCiDnRg25nbuvlrKuOZ1zYXp/ues47pPbtc35pCP++I/6e1lmbojprOuE9gHTS56YDiu4dt30elroqye0fxTabcw1dSOE1FYrlixWsXyXuG5P86vyUeC7hvFy+02MBQDciUty32c3esvt3Isxpsa3wtmof9mpPFr/p1WoR6e9RI/zhbyPwUBEiOP1b7fiF2DpCWD1aZQ5juXLl+O1115DYGAg/vWvf6Fv374ATDfvxowZgxs3biA3NxfPP/882rRp49Z7Ie28GYPIMa3nTfspmrax110BlhIK3ZRj1ZYGlLmNmOZqIaazisabU19PCxE1AdvldpejSjunUTgAoIUQccXU2NpbT9n0YZv4+4nZBuFzEVNnt6n9zmP7GTv63G/vd4ee30MttJ4ztMYgeT83gMiMsuMQec7gwYNx7do1rFixQnV5QUEB3nrrLYwfPx7BwcFy3+116hiDyEhaz6uWNFpvpdCSb1wLAYxBavhEHRGRHtz8K1Lf+4HE+kCk+v1vWUpKClJSUmz6g4KCMH36dNcPTERE/oNP1JVbs2bNQk5ODpYtM/3Fu6SkBB07dsSUKVPQoUMHFBYWYuDAgUhJScHXX38NSZJw9uxZXLt2DampqQ72TkTkJXyiTle8UUdEREREROQl+fn5WLNmDY4ePYq6deti9erVCAw0lQ4vLS3F6dOnceXKFQBAUlISMjMzsXLlSqt97N+/3+vjJiIi7+CNOiIiPQTC/RmLOK2PIfLy8jB69GgEBwfj1KlTSElJwXPPPae67ooVKzB27Fjk5OQgMTERc+bMQUxMjJdHTERkh5YYZNmevCY8PBz9+/dXXRYaGopz587JX+/YscNbwyIich+vhXTFG3UaOMq/d3fqaDEtX72GnVAPJslSz8XOAZJML7+Mb6r0dVGakQ9dlNsNW/8CANiMJ+W++kLFuPtx3HSsP4T95wptS5mMPULf70qzyNz++br6UE+YX8Ws9G+FdpHQPmTeR6UjSp84mX09S0Ms2SOO2/I7j1DK69GqB+R2r9qrAVh/Fu1DvpHb63411Qez1AAEAOy08z2SaauDY3QdHXJAy+PepXoOhJw1ePBgdO/eHYMGDUJBQQGaNWuGmJgY9OjRw2q9AwcOYPbs2ZgwYQLOnj2LqVOn4sqVK9i8ebNBIydneeq8KddS6yR0bnO+1poVcw23NKuSPB/Lrbc32m63Tii62qOrqabV+aMN5L6ejf5ns424n9SuSuG4uxqdlNsDhONapG1V3kMWmpgaW5Uaefug1NOz1M7bh1Ny34UZ9orJmnVUiZ0d1T8rPb+fetW402NfutCa+so4RFRuqF9nKPQ8J7lSd87dmu0Wztam87nzbzmkfIZ2LszdwWshXfFGHRGRHhicypVjx45h5cqVmDdvHgCgatWqGDhwICZNmmRzo27Pnj348ssvERZmmsWmevXqePnll5Gbm4vIyEivj52IyAZv1BERkZF4LaQrPmRIREQVzqFDhwAA4sTnLVu2xPfff4/8/HyrdZ977jn5Jh0AJCQkICgoCJUq8W9dRERERESkL15laGDUY7dWabBdLS3hEehxwlgamV/rOd5vHH4GAFSDcpFaG+fldj1LKkuBsNGXQvus+fWE0Ce0T5u3E1NYxWzUn82vdwt9JUJb/GG1ZLyKz73UrCt8cZf59aTQd6/Qbm7ZSOk6W/tOuX0/jgEA5uElqDptfn1W6GsjriD+PJT9eDr5iSC4VZdhxRFg6WHdR0MOREVFAQAOHjyIJ59UUtwlSUJ+fj7Cw8PlvpAQ67nmL168iMTERFStWhWkjafjqKf3L20Vj6WywgYhXm8UtusqrGOetPFjIYX0QichtXWrKbV1n1DLwZJiCgAZGGxzWLEv5qgppg8LXyT3vY9Bcvu3P5SUWYuE6O02feIY1VJkAaArNtqMtfZWJQ32PGxTgsXPyBI7xc9VJKYa21vHZhsP/Qz4XLqVmzHIansiKhfUSiJ5utSDN7d3dN62VxLK0bHU1q2oabSW95qXl4fIyLf02amWOMQYZINP1BER6aGSe//6NgcWP2XIiCu0Nm3aoF69ekhPT0dhYSGKi4uxYcMGhISEoGbNmmVu+9///hfTpk0rc53GjRsjNjYWsbGxmDlzpp5DJyKy5WYMsvpHRETkLsYgXfEjISLSQxDcP6OWOF6F9BUWFobNmzcjNTUVnTt3RqdOnZCVlYW2bdsiwO7sPMDevXvRrFkztGjRosz9HzlyBBEREWWuQ0SkGy0xCGAcIiIibXgtpCveqNPA3cdj1Wbqsbcv9dlzxK9U0ionC+1Pza+xyk9/Qt2v5PYPN+Ll9i9oCADogXVyX3soM502+vmMqSE+mipeh1qywA4pXb9dUtp55lcx3fVXoR2ssvya0L5HaFued/lN3F7J0kV0qLlRA+oOmF+F8VdrqBytCgoBAH8V0nssnw8A7K9nledqMk5oNxLa/W1n5nVyUiMi8qD77rsPa9euBWBKZ50xYwaWLl1qd/2cnBxs2LABEydO9NII/Z+n01T0TNlxFLsdrWu9obJu7a6m1NALG5V0VzFd1EJMd30J8+R2C/wIAPixkfrN45xGpjTufY2UdNRhmYvk9o/t71P2ddQ0u3uXHduV5U8py8//3ZQmmzNbSQ2fYcndBbARppxeMTVWTOmVU1fFWV27Of89djbdVVSRUpmIqOLxxXOc1nRSV7bRuq4r21fUNFkyBm/UERHpQctj2zwTG27s2LHo0aMHkpOTVZcXFBTgvffew/jx4636WKeOiHyC1tQhxiEiItKC10K6Yo06IiI9BGn8R4aZNWsWcnJysGjRIgBASUkJ2rVrhx07dgAACgsLMXDgQLRo0QJff/01Nm3ahA8++ADz5883cNRERAKtMYhxiIiItGAM0hXvXRIR6YF/RSpX8vPzsWbNGhw9ehR169bF6tWrERho+ttVaWkpTp8+jStXrgAAkpKSkJmZiZUrV1rtY//+/V4fNxGRKj5RR0RERuK1kK74kRhCrGljerWX867UNRPr3ajkxCcJfc+qHPJX5VvdvK5SRO5aSDW53Rq7AAA9sVZ92GfNr5FCn1gv5i7za5jSdaew7q+5ptfTwiaVhfbd5tefhb4H1EeCh82veUJfdH3hi8bm13ihr67SzBliqq9zDPfLfd+gndy+iuoAgPdv/E3uy/2slrKD/iqD2im025Rdc8e6Xh1rHBB5W3h4OPr3V/uPDISGhuLcuXPy15Yn68j7tNaTcYXW2jNWdek62m7fY+sKuf0+npPbFzZ+ZGrMUNZ9qKtSj24fTLXlvkAXua/F68fl9vm/murGiaE75zWlhlxMZj4AoMt321XH3eKEsi/JPAN1gLCvFpnKckttuhp/5Mt9f4lW6jouxV9s9p+BwXI7CdtUx1AW+78fTbLpc2e/jMFEVJF54lw4EROFr3zzHOvofastV68dz7p15Bm8UUdEpAc3/4q04gdgKR/MIiIiLfhEHRERGYlP1OmKHwkRkR4C4VZ9hb4PAYlNgch/6D4iIiKqKNyMQVbbExERuUtLHGIMssEbdSo8nQ5hSXcVjyU+FmyVPqP6uLDtI7YNcVju++Wsks6Jb03f4rjWyvLZZ0fJ7fl1n5fbIbgBQEn7BICHi/co+wo1v4pZYHcJ7R/MryVK1+lcpR2rsnmR0Lb8MN4j9ImprRFCO9i8chXhWLhTaFuOK44vWmnG7Del7Xz64INyXx0oqW4/oyFstBUOlqTyX6eNo++bgo9G+yH+FYn8REVN43AnpcVRWmZtaYDqsV60pLsCqN31FABgQNePVdftio0AgBb/UlJQ8Vel+UWjBABAl37b5b6YJUpqatFJ02vljcJOxXj5idIM6GZuPCUsf09pxtxp3m8/pe+uH8/L7Wl/TAQAbI5OkPsGI0NuW9J/Lem8AHBho/C5dYKtjuq/Hzn62axwqa18oo6I3KC11IPa9hPEi10P0OP3FEfbORvz1WK/lnGVa7wW0hXvXRIREREREREREfkA3rskItID/4pERERG4RN1RERkJF4L6YofCRGRHoLgfl0GLXWFiIiItMQgy/ZERETu4rWQrnijToU3c8pV89+7Cn2bbNcLCIBK+zO5L7L4b3I7t22Mzf4T6n4lt7chQW6/hX8CAOrkXZD7Ku0TNiwwv54V+g4J7VLTy80CpStYWHza/CqWxrkmtCur9NUT2uJ2J0qstwGAu4XjWsaCtUJfT6EdaXpJxGa56yqi5HYOagAAfgmJk/t+qBUvtxtu/AUAsL9rG6gapzTF75fSN8mmr0LWMvAn/CsS+YmKcC5ytn6ZvdozlrppdrffYOp/CCvkrnUBWXK7h6T0W+q1pWKG3HfHRiUSbura0dR4VNj/TqXZZed2U6Oq0pezO1xux7xuriv3nLC9GFDFunCWOCoe63OhPdz8KnwUMX9X6uHlzDYdt8u/tst9Ga8Nltvbhd85LNZ1U6/NJ9tm+7kD2mvQ+d3POZ+oI/I5vlSzTM+xuLu9Xtc/ehzfE8d1p9atX+G1kK5Yo46IiIiIiIiIiMgH8N4lEZEeguD+GZWPexMRkRZaYpBleyIiInfxWkhXvFHnizaV/YisOON1QFdz30YhHWSpsPIS08svDzWVu35ppLQn/mWM3D6G+wEAQRGlcl/dupeUfVnSXBsL+xcWw5yOGnxZ6aonpOJEmNetVKL0iWmubczr/iqksN4rpufUhK1mQltM1bnL/FpH6GugNEfc8S8AQBUUquwUyEITAMD2gD1Cbxe5tR+1TI0kZam99GTl++XnjztXdG4+7r1iN7D0G91HQ+RztKYqajnm7ce1tO/CKbnvPOrbbKe2jd1jCSmktbea9rtuY19hDduUHwC40Ml03MFbM+Q+Od0VQNLGbabjhwuB5aSwg4fMr8LxA4OVdFR0ML0U/a50FQklLPZ8p7STmptel3dQ+p4QzmvR0ebGv4Tj36s0Y/6Vb9M3Dy/JbcvnMb+rkoe7TxovvBVTvY11ncTPTSCmwW5wPQVJ5HclKJj6SuRz9Din6BU7feH8pnUM7nwWRqee+sLn7jVMfdUVPxIiIj24WUC1b1sg8QEg8lndR0RERBUFJ5MgIiIjcTIJXbFGHRERERERERERkQ/gE3VERHrg495ERGQUpr4SEZGReC2kK34kGtjLeddeS8B2X/brm00yr6e+PT41vfT7y2K5qwhV5HZ1XJHbdXAOAFD3Z6HwnPgYqqXe3B9CX32hfcD8WkPpKjqvtG+aa9NFCJtUFtqnzbXpGkYqfX8Ix4ruKqxcClvRQvtB86vwE374jji5/QjE2nMmP6Oh3D4vF7kru76QVW1A1bp0VGEwOBGVyZdqwzgbpx3FeXsudDKvK9ZU66hsv26j0m2pZ/cS5sl9llptAJDdtRoA4AskyH2JzbYrY3nF3Nip7DNaqDFnqSVbWagZe1qoBZs0XGlvmmN6PSpsniLuyxIahThtVQtWiP8Wa4/2U75oYNmNUmRPfK9qpK1K2yrOdrX0ufe7mN/VDeKNOiK/5IvnKkd13zxVF86yL2f2P8kcMCSNF2XerHHnyrGMrr2nitdCuuJHQkSkh0C4X1+BRQiIiEgLLTHIsj0REZG7eC2kK34kREREREREREREPoBP1GnifBqM4/QZ8ZFVcV8TzNsI+xJTQDeZXz9Vto/sc1FuNwz5BQCwHw/JfV2h5NxUQ77cvj/PtG5e/RC5L2LtDeVYlmxRMeVlidC2pL9cVrpuqqSoFgntmkLb8sN4JFfps8qiOSG0Lfu9S+j7WmVdIWWn6alf5Pa19qZUoku4U+5rhR9sxtpZ+kpu5yBGbi8MeBkAEHC2RFl5nPLfyToVufxNJV4RmD7j6/rtkI97E5Ubjs6rcnpNJ6VPNc5vUPYjdbVdt4fURO4T013Tuir7yoJpne1CamuXhdttDtXlXqFPiLNy7BVKURwR4mFjc7rpEaGqxY/C5nvmKG1LOYq/i+ckYTtLzN0ubJPwuLC8sflV+NxwRGl+8VQCAPvprk2QBQBYJ6QM34UBquvK35uOzqe2qn0P/SbGMvWVyGX8fdsz3P0snS1L4cz+J+hUh8ibPxeuHMsnf155LaQrfiRERHpgcCIiIqPwRh0RERmJ10K64kdCRKSHILhfl0FLXSEiIiItMciyPRERkbt4LWTX3LlzERISgvPnz2PkyJGoXr26w20Mu1GXl5eH0aNHIzg4GKdOnUJKSgqee+451XUvXbqEV199FVFRUcjPz8c777yDqKgoL4/YlvUTtc4/ouv4MWuVdA21dFcAGGdet20J1FxFdQBAH3wm99XDabl9P47J7X0R8QCAR88dUHYgpq4+Yn49JfSJs8FZsgjrKl0Rwk9YhDmltWax0lekknlYU8x3FWeVFWask9Nv7xT6xPSbZuah1q8td+1Ca7ldw5w3JPZ9hj5yO+eGaRC5F5V01wfr2s4Ui3umCl+opy87mqFISZPl4/feJEkTkJeXh8jIt4weChF5iLszqMkcpFWK2wQIabBp5t8P3g7IUjbaoDTfFmYMt8zqel6o5dBzyP/k9po/TLOmBohDEdJoEW9+FWJzYzEemlNXG49Vumr+S2lHK5UxsP07c58Q28U02u2HTK8p4m+PYgmKl82vwgy00lNKex5eAgDsE8pxiGmwH1vSXDcowf+CkEZbW1LSYC+opEg5+n4zthKRqDydEypCmq6e78vZNFoiT/v++++xf/9+ZGRk4LvvvsOkSZPw7rvvOtzOsBt1gwcPRvfu3TFo0CAUFBSgWbNmiImJQY8ePazWu3XrFrp3744ZM2agffv2WL9+PZ555hl88cUXBo2ciEiFm497r/gaWPql7qMhIqKKhKmvRERkJKa+qlq9ejWaNm0KAIiPj8czzzzj1I06Q2Z9PXbsGFauXImuXU2PiVWtWhUDBw7EpEm2f83+/PPPkZ2djfbt2wMAunXrhu+++w6ZmZleHTMRUZmCoAQoF/71TQQWlz0XDRERUdncjEHyPz9POyIiIg/TEof8OAZdvHgR0dHRAIDQ0FBcuHDBqe0MuVF36JApd0ISckdbtmyJ77//Hvn5+Vbrrl27Fs2aNZO/DggIQIsWLbBu3TrvDJaIyBlaLpD8+K9IRETkBVpjEOMQERFpwRikqmbNmigsLAQA5Ofn44477nBqO0M+Ekt9uYMHD+LJJ5+U+yVJQn5+PsLDw+W+rKwsqxt1lu2PHz9e5jEaN26MAHPxr9GjR2P06NF6DV8zt3LlH7LTtpR26aJ8KxvW/cVm81OoJ7fvg/LZHUJzuV0N1wAAj+KAsmG0sBNL7bgTdsZoqWf3h9AXKbQttetOKl2VxRp4EebXmnb2L9S+k8cl1sg7rzRLzGOtk6fcsY6LUD6X7UgwHR9Fcl8CtsvthRf/Zmr8qnyu+xe0EQ5mfgQqSfheCrUDXamFpKzrSh1DIiJSrSsH5bzpyvlTrdaZtFU8lnPbAMDbcm07pa9H1xVyu6tQZG6fVVC3XR6ww/Q6ZvZEue8tTIQNsZatWMOusenlD7EuXWOlvfw7pf2EJeQJyyHUqHvxUXNDqDuHXKFtKqeHnB+V3+PE2nuWenuBfZQ/1K75rIHc/iB6kKkhvJcXZ3wkty90UmrXyXUChffqXuwlIvIud+qn+dI5S+tY3D0Xu/K5+dLnRRVbcnIy5s6dC8D0wFrPnj2d2s6QG3Vt2rRBvXr1kJ6ejrZt2yIoKAgbNmxASEgIata0vkuTm5srPypoERoaiitXrpR5jCNHjiAiIqLMdYiIdMOZjoiIyCic9ZWIiIzkwWuhnJwcvP322ygoKMC8efMc7i43NxeLFy9GdHQ07r77bnTs2NHNgTk/hmnTpuHkyZMoLCzEkCFD0KmTaTasVq1aoVGjRli4cCHOnDmDKVOmOHU8Q27UhYWFYfPmzUhNTUXnzp3RqVMnZGVloW3btvJTcBbR0dEoLi626isqKvKJWV+JiGQsoEpEREbhZBJERGQkD10L3bx5E99++y3WrFmD1q1bO9zVL7/8gjfeeANz5sxBjRo17K6Xl5dn82DXzZs3UVpairCwMJfGMGfOHJw4cQIZGRm4fv064uPjsWHDBsTFxQEAUlNTHY77doaF5fvuuw9r164FYCqwN2PGDCxdutRmvbi4OOTk5Fj1ZWdn44knnvDKOLWw91ivWr91+s4EYbm5sU9YvMl23biNh+Wen2/Eye1hIR/YjGsXlB+uhvhZbqdgOQDguzrxct+j5w8oG541vypZKtbtzebXu4S+H4S25U75nUJfuNC2ZLRUFfrE1Fkx1cZSolDJ3EXJo0r754h7AABFqCL3hUK54bsZiQCs011/gfK59aj7ufkwwkH3Of/fRe37WV4fbycnWQqourstEbnM3XOlo/QZtX7V1FhxvY5C2/z72Kat2+WuwRigeqwmyAIAvDVgotI5VGnmPGUKlG+9LizvJIzLXAIioJ+wUyEO//G+6XVLidKXIqyaskr4wpLyekToqiOM5TXTWGI6C/WE5wjb/9X0UuMPZXmL6C/k9oU+5kC/TYmRd0cr9TAuBHxsamxQPsseW5WU4bXoK7flOCt+7kLKrNr3yJdiq/J7wnV9dqglBlm2JyKv8KVzkYWepQEc7cvd/Xvzc5tkfnhoglBT31PcSYX2SR66FgoODkavXr2wYsUK+yuZXblyBQMGDMCqVavKvEkHAPPnz0ft2rUxYIDp9zNJkvDSSy/hxRdfxAMPPOD0GG7cuIGJEydi5cqVAEwPpSUmJmLq1KnIyMhwOGZ7DJlM4nZjx45Fjx49kJycbLOsT58+2Lt3r/z1rVu3cPToUXTr1s2bQyQiIiIiIiIiIp2s2AQMTHO8XnBwsMN1JkyYgAYNGmDatGl49NFH8dprr6GkpER13bS0NGRmZmLzZtPTRmPHjkViYqLNTTpHY9i5cycuX75sNa9Cy5YtsX79eofjLYvhN+pmzZqFnJwcLFq0CABQUlKCdu3aYccOU/Xk7t27IywsDAcPHgQArFu3Dm3btsWjjz5qb5dERN4XpPEfERGRu7TGIMYhIiLSws3Y07c7sHiG9sMXFhZiwYIFeOCBB/Duu+9i0aJFmD9/PtLS7N8FfP/997FgwQK88soruPvuu9GnTx+Xj5uVlYXAwECr0mxRUVHIzs52OK9CWQxJfc3Pz8eaNWtw9OhR1K1bF6tXr0ZgoOmeYWlpKU6fPi2/qeDgYKxbtw6vv/466tSpg7y8PCxbtsyIYRMR2ccadUREZBTWqCMiIiMZfC20Z88eFBUVoX///ggICECjRo2QkpKC+fPnY/r06fL9JqvDVqqEnj17Yty4cdi+fbtbx83NzUX16tWt9h8aGgrAdPPQ3bkVDAnL4eHh6N+/v+qy0NBQnDt3zqqvQYMGPnVzztk8cmfyzJUcfpW6dAAsc2tY9Y233e8v45vK7QfTd8rtLDQBAJwXCtb0wWdy+05cstlXHSif/9FH7pHbjfafMTXEp0dPCe025tcCoU+sR2epN3dZ6BPnCWlkfi21Goyq3/5pyjm/6w9lZ5WEfS3H0+bNlfdSHbZ3tPfjQbm9/Wxn2wN9K/wXsaoNaNtn/f3Wr8aA39Qt8DGmz1Wn2kCA4cGJyN+5cy60VyfH0T4cHqujbX1ZtRp226UEue/Cxvpye123j+X2PslUG+UvHyt1eu/CebltqfcmvSqM7x2hbSnB8rIwvj+UZrQ5jvZ8T+nbdEhpJ20VtjO33589SO4atnCR3I5ZaK49N17YRvw1Qoz5Zl+gi9zustVUr+7CRuWzeghCvRfJ9DvLuo1K17pOQl26bWXXPdKzxpKnWcaXl5eHyMi3tO+QN+qIyEf4+vnXGd6oTWfhD58XAMOvhS5evAgAqFpVKXifkJCAhQsX4rfffkOdOrY3FjIzM7F161bs2bMHgwcPxuLFixETE+PSce1NfgpA0wSohqe+EhERERERERERuaNatWoAYJVueuedpr8gqt0wO3z4MGbNmoUPPvgANWvWxHvvvYfBgwejsLDQpePGxcWhoKAA168rD4BkZ2cjNjYWVapUKWPLsvFGHRGRHipp/EdEROQurTGIcYiIiLQwOAY99thjCA4Oxv/93//JfX/88QdatWqF8PBwm/UPHTqEjIwMhISEAAAaNmyIcePGISsry6XjJiQkICYmxmoC1KysLM2TnzIsu0Hr46mq6Rpdy97GbnqNJVPmqLLu/rOPyO2rdY8BAP6KT+Q+MQ02Hgfk9jVUszlunWIhDdmS3lJVWCFUaFtSYgvsLLf0N1bZBlBSZsQ0muZCW8kEQs08U8prgJDec7hhnNy2pLleEvJwDiBebj+CPQCAz6AUjIyslSO3c/fVMjXaKgO0TmuytFTSYWH9/VLb3hV+8zi0j5GkCfqlHAGQAgHJzWLcEv9kQuSQO+dCtXRUZ/ZlWR7QSegTU0QtKZgdlf3cJdSCqG1OZwWUFFcIhZJ7mFM8TfYBsI7Nzf84rozbEhOVqhbImar8wimnowqprT/+eJ/cbnHUtK/KecryJDH740thv1+Z9jssc5HSGQ1bQorrF40S5HbiH9sBAJujE1Cmbsr3Yl1Hle9Fatmbu6I8pcNqoSUGWbYnAnz3/4zWUjC++r48Tc+STURl8fS1UGlpKQKUi3AAwIgRI1C3bl2kpqaiRo0aGDlyJObPn4/k5GQAwOeff47XX39ddX9PP/20Td+f/vQnl8cQHByMUaNGYdWqVWjXrh0KCgqwZcsWbNq0yfGbKgPDMhGRDkorufdv+Tpg4N+NHj0REZVn7sYg8Z8nHDt2DD179sSOHTs8cwAiIvIJnoxBy5cvR2ZmJr755husWKHUtv3tt99w/rzyNM+0adPQvHlzDBs2DK+99hrat2+P3r176/L+7I0BANLS0lCpUiWMHDkSL7/8MhYsWIB69eppOh6fqCMiMlCfp4AnHwdqrDd6JERERPq6//77ER4eDsmLhdmJiMi/pKSkICUlxaZ/5cqVVl9XqlQJM2fO9OoYACAoKAjTp0/X9Xi8UUdEpAMtTyR46kkGIiKqGLQ+FefJOGSp/0NERP6L10L64keigaNaBy7VQtgk1jQT1k2yLFe6GuKw8kX/pqbXccLmC5Rva84bNQAAl0NqyH1NoBRI3AilON5lmNa5SywGJ9SYq1rHXCinpnAsscacZTOxrtwRod3B/Hpd6FNK+uC3TjVwu2ql1+T2odrKjqvjKgDgWIRSh6emUNzuKkwzu+zHg3Jfa+yS2/88a7rjnVD3K7nvl8+ayu3IPqbpnXNDP5D7AsbZfg/tfV/V6tlV1NoYFUVJUABKggIcr6i6rQSATxsQeZJavTqH5+JtdmKzpa6asPyC8N8/zfzf+S1hm6yt1mkSFus69QUANNkqFC8W6sIlYrtpzCeVPrG+6rA2i0wNYXmLmkqNO7xpfn1ZOKhYC7an0owZYKp39+PHSmwV6+VZXI5WauQ9ZK6xBwD/jJ4IAKiH03Kf+HvGeKSbxix9JBxe+Vz24SEAwIVO9W2OCbhWY0mtVqw/0xKDTNszDpGJUb+jOjove6JGeEXgzvuuqNcsk4TaYxP4FLDLeC2kL96oIyLSQWmlSiit5F5wKq0kAbip74CIiKjC0BKDTNszDhERkft4LaQvTiZBRERERERERETkA/hEnQq9prF25lFhtdQM674JNvsKWCosToKNyDcuyu1WIQcAWKee7EJruf0S5sntYjHP1UzcLrHZZgBK2ikAlP5/e3ceHkWVtg387oQsIhISA4gkLAYFJKwjnzMIGBhnYhYUWURkBITgIDAimWCQfX0ZBkRHCIuEyKIyiDDsQfEFjCwqUYi8BAEBWYQMCYZAEgik098fna6uJtVbVXVXL/fvunJRXVWn6nQn1mOdruc5MM/BXO9+Y8rM9brmlJjIh0uF5bK6xnHhayGRwrrLzR8Wlq+jnnEdzOs6Bh4RlnNFaawhuAMA+AXNhHVFMB+3BX4GAOTc6Sasyw9+3PzG9hv/9Pd99CyklAx6yLjwseh3OEj0ezlg+3crnrXZ9OS0Tuc/j477I31gIPQyH/fWB/JbJCKlpOKpmilUFsffYUp9ld53Xk/j9nlpopUL+guL2Xt6CMu5e4zpnnN/my6sC/jGnP6RnWjc94k55hTTfvjMfNyt1f++IjqXaLmolTEmR/7THI+L3jLHaXHMbZdiTHMVl8D4PCJOWF6CUQAs/98hYaf5Q1ia+CoA4PWd5tRWJJk/t1zDVOP2nqK+wvy5CKnEPcy/H8Me2GQtRUuyJInovPaO622UxCBje9txqKioCPPmzUNZWRmWLFlisW3u3Lk4e/YsysvLMXz4cPTsaf6gL1y4gFOnTuHAgQP4/e9/j9DQUNl9JN+mVoqlv6ZtehNP/R3JSXf11PeiBd4LqcupJ+r+/e9/u6ofRERerQqB0Mv8qRINeJN1jEFERNKUxCB7ceju3bvYv38/tmzZgvLycottixcvxunTp7FixQqsXLkSo0aNwpkzZ4TtTZo0wcGDBzFp0iSvH6RjDCIiso73QupyaqBu3Lhx6NevH9asWYPS0lL7DYiI/EQlAhX9kH2MQURE0uTEncULK9Euqgztosrwh9blVo8dFBSE3r17o3Pnzhbr79y5g+nTp2PIkCEAgNDQUMTHx2POnDkufa9aYQwiIrKO90Lqcir19YsvvkCrVq3w+eefY9y4caiqqkJycjKSkpK8aup1h2d7c/H5xaz1RSf19Kg4BfP8JOO/opleS3IfEpb37apO7TRnzADLzFO1ft7kZ/NhYcypfRfjhHW9sVlY/m/1dK+mFNV73ax7HYBlOmqz+r8Iy8HV6aoPVhQJ6y6HmFNuTO1M+wHARUQLy8/gf4XlbegFAPgSzwjrOuCosJyJlBr9E892e6ZrS+PCT6L/BMRZsE/UaA7xjH+G6uxh67PKSc0QK72n1n+PRN7CV2IQqcdVKSdS12WL632SxLVflK5pSuFstGewsGpq4kxhOf63fcLylW+MM5weSzTPtGpKdxXva5pRFQD+kWNeNjGluAJA5ErzIEJuK2NAe/gtczqreCbXzyLM5TDaxhrXP/ibuX3CNxL5veaqGBZ9tZg1vpr4M3zYNNW7RUpwzX3Fn7VlKQnHZ1+X4mvprkqNTA3ByFRj2ZObNwx4LOyGzf2DgoIsXh84cADXrl1DbGyssK59+/aYMGGC+p31AGrHoBs3biA1NRVBQUE4d+4cBgwYgFdffVVy36tXr+Lvf/87wsPDUVpainfeeQfh4eFK35LDvCm9z9P756mc+R1bu/9x9LP3pd+RO94L7xX9k1MDdW3btgUAJCcnIzk5GeXl5RgzZgyGDRuGPn364OWXX0bPnj2hkxxdIiLyXcZHt+XNz6NHlcq98U2MQURE0pTEIGN75+NQfn4+AgICLAaMwsPDUVhYiOLiYrcOJLmD2jFo2LBhSE5OxtChQ1FWVobY2FhERkaiV69eFvuZBgQXLFiA7t27Y/v27Rg4cCB27dql+nskIpKL90LqcuqTPHfO+E3otWvX8M9//hNt27bFJ598goSEBLzyyiu4du0aRo4ciXfffdclnSUi8lRKagPp+bi3QxiDiIikKY1BcuJQSUkJ6tWrh4AA8+1ESIjxCb17a9n5AjVj0MmTJ7Fx40YkJhofT73//vsxZMgQzJhR80ml//znPygsLET37t0BAElJSfjmm2+Qk5Oj4rsjIlKG90LqcuqJuhdffBHR0dHYuXMnoqOjMXLkSLz66quIjIy02CctLQ2jR49GRkaG6h0mIvJEyr5F4hNgjmAMIiKSpvyJOufjUEREBCoqKizW3bp1CwB87mk6QN0YdOzYMQCAQVQXpX379pg5cyZKS0tRp445lX3r1q0W6cU6nQ7t2rXDtm3bhME7IiKt8V5IXU4N1H3//fdo0KABtm3bhj/96U9W97t8+TJ27tzpsTdJ9vK73Zn/LdRjEdV7QbZ4u/Ffi1oAU0T9G1mzjUWttZTqenSikm1hD5lrxD2AUtHyTQDA7/C9sK65qZ4MgDOIAQDcB/O3pMfQTlgeDePvu5GoRs1BmGvfxMA4C9i2EPMj/Q3wX2G5AsEW/wLAHdHyEXQUlvchDgDQBQeFdQ/imrmvF4w16H7X5Fth3bZP+qOGVqJlcQaB6TOcLd5ZVDMn0fk6OdZqP7DeAJFjfCUG+RN7NW9cXffI2vHt1XuR1Ze9ojhdXa/uiuj8Mw1TheWdEaKgX13vrv2Ok8KqpYnmOlWfR8QBANJExdyWdR8qLI9ssAoAkCsqrvrsU/uE5Seqi9RG5pjj/Y/dzfXwxHVll0cYjyuOrb0SNwjLidiJe4nbL8EoAEB6ovl9i6uVXelp/Fx67TEfc9sCc2zW1Ty8Ze0/EckaSRJ1ApX+XXlTbS53i4mJQVlZGW7fvi3M6FpYWIioqCjUrl1b496pT80YZBrIzMvLw5///GdhvcFgqDFQl5+fbzFQZ2p/6tQpWNO6dWshBTc1NRWpqam235wd/Nt3Ly1io7WarPZqg1qv101q4X9//smpgbr/+Z//cahA7JtvvomBAwfK7hQRkbfht0iuxxhERCRNiyfq4uLiEBkZicOHD6Nbt24AjINKSUlJsvvhydSMQU899RSaNWuGmTNnomvXrggMDMSOHTsQHByMhg0bWuxbUlKCiIgIi3UhISEoLi62evwTJ06gbt26dvtKRKQW3gupy6mBurKyMsn1X3zxBa5duyYEpf/3//6f8p4REXkRPQJRyeDkUoxBRETSlMQgY3v7cUiv11tMlBAUFIRx48Zh06ZN6NatG8rKyrB7925kZ2fbOIr3UjMGhYaG4vPPP0daWhqeeeYZ9OzZE/n5+ejatWuNySispRj7YnoxEXkv3gupy+5A3YULF/DLL78AMNZT+Prrry3qKQDAxYsXkZ6ezicYbLD7CHO2vUecRamSM0XHTay5Z0yX48LymU/aGBeambd3bHJUWF554a/C8hNNjOkx9WD+hu4kWgrLbXGsxrqOOCIsH4NxNqxzaC6sawlzKs9RdAAA/BfmbwpN6bYAEII7ACzTaL7Fk8LykzCnsd7EAxbnvFevJv8BAOTc6WZe+ZNoB1PK60eSzVGdKQRRJhEMO8WPeVtpJ7H9nv9cyEfpUYszHbkAY5B30zpdw5nUVqn0HYv9dojicKJEG3HaZZrpX/M6cRpsouEXYXlU9XL8b9PN7X+r2efnIz41txeloC5rNRQA8NffVgnrfmxlTm1t+5sxPU6cLiuWj8drrJsJc5ruVJj/p6MZjH01pbgCwLae5tTV9D3G9zhPFAOXit6rVBsLSTXTVcWfsWVstfe3VV1apKeozR7zsr30Z8fP4xmUxCBje9txaP369cjJyUFAQAA2bNiA/v2Nv8P09HRMmDABY8eORUlJCTIzM9GsWTPZ/fA0roxBjz32GLZu3QoAKCgowIIFC/DJJ5/U2C8mJgZFRUUW6woLC22m35J3c/V1R83rnrdcI8n1eC+kLrsDdfXr18eOHTuQnp6O0tJSIaCI1a5dG3/7299c0kEiIvJfjEFERNobMGAABgwYUGN9YGAg5s+fr0GP3MNdMWjixIno1asX+vTpU2Nbv379kJaWJryuqqrCTz/9hPfee0/ROYmIyHPZHai777778Prrr6Nbt2746KOP8I9//MMd/SIi8ip6BMiaWvyLDTeR/ckNF/TIN7gyBt24cQOpqakICgrCuXPnMGDAALz66quS+169ehV///vfER4ejtLSUrzzzjtMOyIijyE3BgGMQ7a44z7o/fffR1FREdatWwcAqKysRI8ePTB79mw8/fTTSE5OxuTJk5GXl4f27dtj27Zt6Nq1K37/+9+r3hciIrmUxCG9yn3xBQ7XqIuNjcXMmTOtbj937hyaN29udTsRkS8zFlB1Pjj9sX89PBn/APaEWZ+9jVwTg4YNG4bk5GQMHToUZWVliI2NRWRkJHr16mWxX1VVFZKTk7FgwQJ0794d27dvx8CBA7Fr1y4rRyYici+5MQhgHHKE2jGotLQUW7ZswU8//YQmTZpg8+bNCAgwpozp9Xr88ssvwmQRQUFB2LZtGyZNmoTo6GjcuHFDGNQjIvIUSuIQB+pq0hnuLbQgsnHjRjzyyCPo2LEjAGDt2rU16jIAxoDy6aefekTx2Bs3biAsLAzABBgMczXtiyNTa0vVSLE/zbXoWAkSm0V11ZBSafx3v3lMttfLGySPaqr71hv/EdZdwcPCcj1cBwBcFq3rgKPC8h0E2+52teuoJyw3wNUa7TORIqx7GJeF5W0XXhCWY5oYa989jnxhnbgeXWTwNYs+A8DPd2KE5ZKQ5caFA+bP0qK239Tq2n7Pijr+S833YnjZvCyuF2jYKVrvYB0ccj/T9aKkpET27GimY+wpaY06deUFp9IbevQMO6GoH77IlTHo5MmTaNWqFf773/+iQYMGAIDp06dj+/btyM3Ntdh348aNSEtLw7lz5wAABoMB4eHh2Lp1K7p3726xrxp/U2TmSBx1+Fii67JULTSp8zpzTovYbapnt8C8qtcec+zdtlNUo626L70M5lpxuaJA/kR10dRRWCKse/anfcLyrlZxACzjpThOm4jrymVhmLD8GfoJy6/3/LBGO3G/TbXxXt9p3q9XosT7SpKu3Wc6lvj9XdGtqbnvXgf+/6m69py47pzFdtPvQ3R+a/vaoubfoBSl1ww1YhDAOCTFm++D+Hskd7F3jXT1NZSU4b2Q57L5RN3MmTMRHx8vBKgPP/wQ33zzDSIjIxEYaP4l6PV6XLlyxbU9JSIiv+LKGHTsmHFyHPFNV/v27TFz5kyUlpaiTp06wvqtW7ciNjZWeK3T6dCuXTts27atxkAdERH5Bt4HERGRVmwO1OXl5Vm8Tk9PR/369dGpU6ca+65atUrVjhEReZMq1JL9uHcVpySX5MoYZKovl5eXhz//+c/CeoPBUGOgLj8/32KgztT+1CmmiRGRZ1ASg4ztGYfuxfsgIiLH8V5IXTZTX72Rpz7y7cxjv848QiwQpXBapGh+ZPwnbHOBsKrks4ckzzv35XEAgJ/RQlh3FQ2EZVNq7JP4VlgnTi01LTfAf0XtGwrLpvXidf8VLTes3j7hjjll2ZTCCgDRuCgsx+AMAGDlJ6PNb6CZ6M1EGVN+wx4yT2cvPtYZnTG1VfzXL05dhSl7QSq1WLTdoj0f7fY6aj7u/XlJB9wv83Hvsht6xIcd9bjrli+7ffs2WrdujcaNG+OLL75AYGAgRo8ejbVr1+L27dvQ6cz/w/DYY4+hV69eeOedd4R1L774IoqLi7F7926L45r+Hh5++GHhGKmpqUhNTXXPGyOnmNInAem0SIt4K0qhNKVm2i1b0cNKLDBP4IhGicaU6is9zfWtsvf0EJb3IQ4AkA9zaqw4dXZponEClJmYKqybCnMtrZ0wBjdT2ioAvK5rZu7ADnMfTccSp7aa+geI0lQlPgvA8dhnLV5KfYbWtvtKnFUr9VVJDAIYh3yFp94HkXLecP1juR/vw3shzxXgzM5XrlzBK6+8gr179wIAysrKkJmZiS1btrikc0RE3sJUQFXuD9mnZgwKDQ3F559/joiICDzzzDOYNWsW8vPz0bVrV4tBOgCIiIhARUWFxbpbt27ZnPX1xIkTuHTpEi5dusRBOiJyOaUxiHHIPt4HERFZxxikLqcG6oYMGYK8vDyhLsP999+PlJQUbN++HUuXLnVJB4mIiAD1Y9Bjjz2GrVu34uDBgxgzZgx++OEHjB49usZ+MTExKCoqslhXWFiIli1bynsjRETkdXgfRERE7mKzRt29oqOj8cUXX9RY37NnT4wfPx6vv/66ah3zBGo+YmxvZjl7+1o+4CFxrKfMizEG0eylPxlTPEsKIs07DDIv/s5wQFg+gg7GNqLU1y44KCzXRjkAIA77hHXi2eJuok6NNrdQW1g2pbnWQ7Gwbi1eEZZNqbMdg48K6/ZdeMb8XmC+Kd430jgd6/SdE4R129BLWP7+wpMAgJIQc5pvyceilN8pxn8sPtcpouXse/4FAIh+V1Om1WwP307PIdv0CFAwJblPVSBwGVfGoIkTJ6JXr17o06dPjW39+vVDWpo5V7Gqqgo//fQT3nvvPdnncxavKfbZS2O12NfOjOum9fbSMsXnFKeDNtpjTBd9AqIZUXvWnOkVAIQS9KIU1GHIMm+vTjfNNphnfYWoVIOQpio65kyDOQ1WSi/RJWebaDZcU/qsxUyu4n5LzGYr7reJtdnrHf1crf2N82/fOiUxyNieccgef7sPIs/iDdc/b+gjuQ7vhdTl1BN196YDAcCdO3fw4YcfoqqqSrVOERF5m0oEKvoh+1wVg95//30UFRUJxcArKyvRrVs3fPXVVwCA5ORkhIaGCoXFt23bhq5du+L3v/+97HMSEalJaQxiHLKP90FERNYxBqnLqSfqXnrpJTz55JN44YUXEBERgTNnzmDdunW4dOkSMjMzXdVHIiKPp0ct6J27pIrakiPUjEGlpaXYsmULfvrpJzRp0gSbN29GQIDxuyu9Xo9ffvkFxcXGp3+DgoKwbds2TJo0CdHR0bhx4wbWrVun+vsjIpJLSQwytid7eB9ERGQd74XU5dQn+cwzz6BJkyaYN28e8vLyUFVVha5du2Ls2LF48sknXdVHIiIiVWNQnTp1MGjQIMltISEhuHjxosW6Rx55hINzROSTvt5wFXs/uap1Nzwe74OIiMhdnB7yfOyxx7By5coa669evYoGDRqo0ilPYS/P3l4NFledQ7K2y8fmdWd0bcw7m0rQ7Rf9qs9XCovf6740LycYjzF8Z4awrlxUY+5BXAMA7BQXx5HwvzDXlWsA8//4XUXNvw9TXToAuI56Fv/e2++4l3cJy/uWGc8xfeo/hHVhkwuE5d81+RYA8P0UUfE+kZiZxjp+Z2a1kdyOBOM/BlHtHnHGg2Fm9bpZjv8NWLRnGr7PqVIwY1EV6zI4zJ9ikJi/1n2xV5tPbu0+qX3tHV9cg85UA08nihEGi9DYvHp7c2GNqW4dAEzFL8KyUGNO5EpPc7v06svDszn7hHUPd78sLD+emA8AmCdqPxUzzcfvaTx+rqhu3xVRv6Tq5W0THUscr4TPQ1yXTtS+ZmLgPf/PYqrpt1c6dpo+Y2fqDbqKVB1DT6YkBnXp3wgd4uvjUNhXKvfK9/hrDCLfx1q4pBTvhdRlc6Duu+++Q6NGjRAdHQ0AyMnJkdxPr9fjww8/xJo1a9TvIRGRF1AytTgLqEpjDCIicoySGGRszzh0L8YgIiLH8V5IXTYH6l544QUkJCQIdRdSU1Pxww8/SO6r0+kYoIjIb1UiQHYh1EqwCLUUxiAiIscoiUHG9oxD92IMIiJyHO+F1GVzoO7MmTMICQkRXr/11lt48MEH0aNHD6HoNmD8JmnevHlSh/BpzqStWttXKrVCOqXWziPIH4mWp4iWTdmiz4rWZYp+7VPMxzWlg648OFpY97suB4RlU+pqzp1ukl1YGPx3AMASjBLWNROl99yHcgDA53fihXUlsx8SlnvN3AAA2PZJf/NBu5rTdC8i2rzelBI7y7yqJNd8rO//Yl4W/GRePJMokfLaSrSca/zHcoIv0e/IdvbvPb9DYzumuxI5hzGIpGKjeJ0acdhWO8m0TbEFojZJNdNkxemu4nTW1yFKd02r7p8oruhExxXWlZqDSDZ6CMvzdhrP1cuwwXz8nuZ+p+8x9msNBkv22+I9mlJ5k6ykppraiPsqXu9werL0//PYS3N15vepNHWVqV/EGET2+FK6qLf235d+B0RiNgfqQkNDLV73798fer3eIjgBQGBgICZMmKB+74iIvISymY44iiuFMYiIyDHKZ31lHLoXYxARkeN4L6SuAPu7mOl0OtSqJf3hSxVWJSLyF6a6DHJ/yD7GICIiaUpjEOOQfYxBRETWMQapy+aQZ6dOnXD9+nW7B9Hr9bhy5QpGjBihVr+IiLyKsgKqrMsghTGIiMgxyieTYBy6F2MQEZHjeC+kLpsDdYmJiSgrK0Pbtm0RGGj9Q6+srMSnn37q8ElLS0uRnp6OunXrorKyEhUVFZg/f75FHQix06dPY+bMmXjkkUdw+fJldOrUCa+//rrD59OKI3nyUvtI1ngR14PR1dxXqiYaACC7en0r0bqUSkg5c9BYty2my3Fh3c93YszLMC6La8H9rct8YXkzegMAvk98Slj3/WTzctgTBcb2BZGSfTHVvgvrVyCsE9ewOwNRXblc04LofU8WvUdTbb5ZVj4XSNTfGVRzlf3fob3aguJzsW4CkTNcFYPIO8mpPaNqvZq9ErVHRTXVxLG51x5jvbitENVcFe37MES163TGAvQWJVF7mPv9j+pzrUk0t0nYudd8rkRzbTqpvppq013Zaa6RZ6qLB9xTe8/UroeVz616vVDLzgpnaga5qqYQaxWRUoxBZA+vM9rj74B8lc2BurFjx8JgMKBBgwZ2D/TMM884fNL09HTExMQgNTUVADBmzBjMnj0bs2bNkty/d+/eWLt2LTp16gSDwYD27dvj0UcfdeqcRESupEeg7JmO+C2SNFfFICIiX6MkBhnbMw7dizGIiMhxvBdSl80adfXr13coOAFAUVGRwyfdt28fmjZtKrxu27YtfvzxR8l9CwsLkZ+fL+yv0+nQpk0bHDt2zOHzERG5mqmAqtwfqslVMYiIyNcojUGMQzUxBhEROY4xSF02P5HZs2ejqsr+6KZer8eOHTuQm5trd18AaNeuHZYsWYIXXngBAQEByM3NxciRIyX3jYiIQOPGjbFo0SJMnz4der0eFy5cwIIFCxw6lxRTSoa9R2W1mu5ZKoVSfH5xeo152Ur/EqrXW6R1in7tH9dscuYXc4qpOA01PvhzAMD3XZ4Q1q2584qwLKS0/sV8LFO6KyBKY31WdLIoc+prSe/q7dni/ouWzaeFoTrtRvxZ4CnR8pTq/ax8bubPS/RZTxF9htUps+KUYyGNGNIpx9b+RqynxBKRLa6KQeSf7F2v7W2310acLrqter2uh3RfDHvMaag6U7s06X1N52hkGGxeKfpfoNxEY3AUp7amG8z9mtdTlPIqZa9EjBKnxkp8LtY+K4s0Won2Um2cwRQncifGICIi0orNgbrDhw8jLy8PTZo0sVmbQa/X4+eff3b4pAsXLkSXLl0wePBgjBo1Cr1790ZCQoLkvoGBgVi7di2Sk5NRv359PPjgg8jMzETjxo1tnqN169bQVY/MpKamCmm2RESuoEeAggKqepV74xtcFYOIiHyNkhhkbM84dC/GICIix/FeSF02B+rS09PRoEEDtGjRwu6BPv/8c4dP2qhRI6xfvx6rV69GYmIi1q5da3P/Hj16YPny5di8eTOOHTuGrVu32j3HiRMnULduXYf7RESkhNyZjr7f8AsOf3LWBT3yfq6KQUREvkbJbHuMQ9IYg4iIHKds1lf5XzT5KpsDdV26dHHoIIcPH0bnzp0dPumJEydw6NAhZGRkoGPHjujTpw+2b9+O+Ph4yf3XrVuH6OhofPrpp3j11VcRFxeHw4cPIyoqyuFzEhG5ktzg1KF/DFrGRyMvzPYXFv7IVTGIiMjXKLlBYhySxhhEROQ4DtSpy6mqfXq9Hrt370ZRUZFFzYaLFy9i+/btOHTokEPHSUlJwaJFi4Tl48ePIy0tTXKgrri4GGlpabh06RJ0Oh1WrlyJP/zhD5g3b55wDGc5WuPEmVooatazk6qrZlErTZQlbKrVZtGXqaIXpnIZB0TrxLXcRLXr4gy7AAD7dN8K60q6ThKWv29irINz5qC5hh12iY5lqj3XzLwqMviasNxx5lHj8RNFReomi/4El1XXq2s6x7zuCXHdOPOirpVpSbR9iqgv1e/b4rMQb58lUZNHatJhcb08a3UAicgt1IpB7hAWNhcGw1ytu+H3xDXT7MVmOXVrLeO17VpuFsfaKTpXdY24RnvMNeiu6NbUPJZEvAeAKxI16OYliV7sqP43SdSXHebzG/bYiW0S79HaZ2XYY1pizVbyPd4Ug0gdWtUrJ1KKf7vez6mBuiFDhmDjxo2oV68eDAYD7rvvPgDA9evXnZqWPC8vD8HBwcLr4cOH48MPP5Tc98yZM6ioqBDqzdWqVQtDhgzBl19+6UzXiYhcStmU5PwWyRFqxSAiIl+jJAaZ2pNtjEFERNbxXkhdTg3UlZSU4Nq1awgMDMSCBQswaZLxaasPPvgAjz76qMPHSUhIQHZ2NmJjYwEAJ0+eRHJysrC9b9++6NevHwYOHIjY2Fjcd999Fo+V37s/EZHWlEwtrof9WeVIvRhERORrlMQgY3vGIXsYg4iIrOO9kLqc+iTbtWuH2rVrAwBCQ0Nx4cIFNGnSBD169ECvXr3w008/OXSczMxMpKWlYdq0aahTpw4KCgqQkZEhbD9//jwKCwuF83z55ZeYPn062rdvj9u3b6Np06ZISUmxex53PvIpdXxr57eXHiPe12Cwd6zqhY9FJ54lcXxx6qwV+w5Wp6ROEaWmZpoXz6S0NC7MFjX6i3kx7IkCAEBJQaSwLhoXzcc3pdQmiI4vTsM9UP3n+LHo/b9s3qwTz3pv+lMTTxYsTl01pblKfBYAoJtlSluCJJ3OtK+1NJ2aaU+W7c3LjqZT2fsbIc/Gugyup1YMcoeSkre17gJBnIppnzPXXakUTotreM+a62ltdsoAAEq6SURBVB7GOWH5svhYwrrmNdaJz9XIIEqNXWDe1/QeHfl/DoE4DdbeviL2/l/H1n621gvH6imxci/joSOUxCBTe7LNm2IQqYPXHPJWWvzt8l5IXU4N1N26dQvdunXD4MGD8de//hW9evXCk08+id27d6O0tNTh44SFhWHFihVWt+fm5lq8btmyJdatW+dMV4mIyMeoFYOIiIicxRhERETuEuDMzgsWLMDw4cMRGxuLOnXqICsrC1evXkXz5s3x2WefuaqPREQeT48A4Zsk53+cuhT7LcYgIiJpymIQ45AjGIOIiKzjvZC6nHqi7uOPP8bQoUOF182bN0dWVha+/PJL1KlTR+2+Kab148qOpH7Ym0HNzE5qimj2VsmUlymi45tmVwWATPOfQEyX4wCAM7NFs7o+ITrH/up9J5tXxXUxT/u675PqlNaPzNv3TTanuYZVdAAAlFg+MGlmSoMVpbPqxFkEojRb8fs1E30u1WmwkmnCon3NKa7W02BtsUxxlV6WQ+u/XXJepYICqkoKgPsTb4tBpD1rqZxS11i7aZ09xDOlOnYuXU9xm5qzswIQZmC1NqurKeVVPBOs5Xnt9MXUbwdSSOWUapBq70warkW5D8lUZcZDRyiJQab2ZBtjEBGRdbwXsi4jIwPBwcG4fPkyxo4di3r16tlt49TQpbVpx6Ojo/H88887cygiIp9iKqAq94fsYwwiIpKmNAYxDtnHGEREZB1jkLQffvgB33//PUaMGIH4+HjMmGG7HrCJ3YG6EydOYMCAAQgMDMTy5csRGBhY4+fxxx9Hs2bNlL4HIiIiC4xBRESkFcYgIiJSYvPmzWjTxpix2KFDB2zevNmhdnaHLlu3bo3169dj1apV2Lp1K8aOHWuxXafToXbt2ujQoYPTnSYi8hVVCmY6qvLxx72VYAwiIrJPSQwytaeaGIOIiBzDeyFpBQUFaN7cWP4kJCQEV65ccaidw88YDh06FHFxcfzGSAXWarfY2i6ueWZZj8bU3s4jlLPE9dtE5zxvrld3Rlddm26KqF0r0bKpXpyoPty+BHMNOqF2nbiWXJT5+CW5D9VYh2yJP0FxXTxxvxPs1Kn5WLR9kKkGne0m9mvJic8p9RmL10nX4bFX84f16HwDpyR3LcYg/+TMtVSK0uurtfpqUrHFYt+eNbeLa9AZEkUbkqqPK66BJ3WsHdNqtoG8unAP45ywbK32ndSxHK3tp/RzV/p790dKYpCpPVnHGOT7eN1xHD8r7+J4TXxleC8krWHDhigvLwcAlJaWon79+g61cyoZODQ0FM8//zwCAwOxadMm/Pbbb1i3bh0eeOABDB482PleExH5CNNMR3Lbkn2MQURE0pTEIFN7so0xiIjIOt4LSevTpw8yMjIAAMeOHcNzzz3nUDunPpERI0agpKQE4eHhAICIiAiMHj0a3333HWbPnu1kl4mIiBzHGEREpL6fNhzHjiGbte6Gx2MMIiLSRlFREcaPH49Ro0Y53Gbnzp1Cyqk7+jB37lyMGDECgwYNwp495mnsO3bsiFatWmHlypXYtWuXw/HCqSfqysvLsW/fPsybN89ifatWrTB79mxMnjzZSksSs0xJMa2TeyzTcWynuWCKKHVlpnm1LlH8J1D9WOxM0bHE6TmmlNYE0bpsie2DROcXnRcp1SmvmaJzWhyrul2ulcdys6VST0Xv62XzWt1H02y0EacKiddJ7PixaPvL6qf3kO+oRCACOSW5SzEGeTc5qRf29pVTSuLe9Y5ul9M/7BWdf4+V1NjqlFZxOqxUv+2+lx7SfZFqfxnm/3G1UyFCkjOfu1Rf7LG2H9OtrFMSg1r0b4fo+MdwOmyOyr3yLYxBvo3XFMfxs/Iu7vp9uepe6O7du9i/fz+2bNmCLl26OHS84uJivPHGGzDYGGS5ceMG6tatW+Ncer0eoaGhTvVh8eLFOH36NLKysnD79m106NABO3bsQExMDAAgLS3NoX6LOfVE3eOPPw7AWDjV5Pr161i2bBmCg4OdPjkRka/glOSuxxhERCRNaQxiHLKPMYiIyDpXxaCgoCD07t0bnTt3drgvkydPtluSYOnSpVizxlyn12AwYNSoUcjPz3eqD3fu3MH06dMxZMgQAMYyCfHx8ZgzR9mXX05F5bi4OEycOBFXr17FZ599hry8PHzwwQcoLCxEVlaWoo4QEXkzznTkeoxBRETSOOur6zEGERFZJzcOnd7wI059csTufkFBQQ4db/PmzQ4N6qWnpyMlJQUNGzZEfHw8Jk6ciPj4eHTq1MmpPhw4cADXrl1DbGyssK59+/aYMGGCQ/21xqkn6vr27YsBAwbg7t27mDdvHrZt24YePXrgwIEDGDp0qKKOEBER2cIYREREWmEMIiJS36P92+FPqweocqyioiLs2LHD4WvysmXLkJmZiTfffBONGzdGv379nD5nfn4+AgIChPqlABAeHo7CwkIUFxc7fTwTu0/UXb9+HfXq1RNet2/fHqtXr7a7nzezV7tG6THFx5JTm85ejTudVMGZWebz68Q14MQ15lCzbhumiJYHSRz3gGh5l/GfsIq/CqtKxLUSm5r+3ESf78fivkh9xqJ1UvXsROukP2NrdW5M+0m3F44jUZfOGnv1g1jPwbdxSnLX8McY5KtccQ20VlfOtN7eOZ3ZLq4rZ9hj/Zzi7dZikLXadVKkYpO9GnZS57V4LzulzyV1LFd8rnIxjlqnJAaZ2lNNjEHk7aTuQ1jvk1zBE+6FpkyZglmzZjm8f61atfDcc89hypQp2Ldvn6xzlpSUoF69eggIMD8DFxISAsBY21Q8gOcMu0/UrVu3zqEDrV+/XlYHiIh8QSUCFf2QNMYgIiL7lMYgxiFpjEFERI7ROgatX78ecXFxeOihhxxuk5OTgz179uDbb7/F6NGjUVRU5PR5IyIiUFFRYbHu1q1bACB7kA5w4Im6cePGYeXKlTaLpFZUVOD48eP461//anUfIiJfZvwWSV4xbj7JYB1jEBGRfUpikKk91cQYRETkGK3vhZYtW4Z9+/bhpZdesliv0+mwd+9exMXFWaw/fvw43n//fXzyyScIDg7Gv/71LwwbNgz//ve/Ubt2bYfPGxMTg7KyMty+fVuYLbawsBBRUVFOHededj/JRx55BHl5eUhISMCDDz4ouc+dO3fw66+/yu6Ep3Fneo4pPcVaCqxUiqblcWV0JttKiubU6nUza55ffC6L1NhdouVWxn9KQpZLH3+W7Uevzf0TvxCnxkqk9WRLtLfCMiV4RvU6cRpyzX5J9s8Ka383fKScSD5/jEEkj5olB6TamdNZRXrYjmd2452IM6lI1lJTHbbAvOjONFaWgiBvwxhE3k4ynjkRY3i9Jm+xYsUKlJaWCq+3bt2KZcuWYefOnWjRokWN/Y8dO4asrCzhi5gWLVpgypQpyM/PxxNPPOHweePi4hAZGYnDhw+jW7duAIx165KSkhS9H7sDdfn5+fjiiy+QmZmJ4OBgjBkzBm3btq2x39q1axV1hIjIm3lCXQZfxBhERGQfa9S5BmMQEZFjXH0vpNfrobunGP8bb7yBJk2aIC0trcZg3NGjRxEcHIwOHTpIHu/eJ+8A2J0tVqoPQUFBGDduHDZt2oRu3bqhrKwMu3fvRnZ2tpWjOMahZxP//Oc/489//jPOnDmDxYsX49y5c3j11Vfx3HPPCR0dMECdmTqIiLwRB+pchzGIiMg2DtS5DmMQEZF9rrwXWr9+PXJychAQEIANGzagf//+AIBff/0VtWrJL/vgDGt9AID09HRMmDABY8eORUlJCTIzM9GsWTNF53PqXcXExODdd99FaWkpVq1ahWeffRbx8fFISUlB3bp1FXWEiMibVSkITlW8QXIIYxARkTQlMcjUnmxjDCIiss6V90IDBgyQ/EJk48aNVtsMHToUQ4cOldUfZ/oAAIGBgZg/f75q5wIAncEgq8oZAODIkSN4+eWX8euvv2LYsGF47733VOyaPDdu3EBYWBhKSkpcHjTdkb9/z5OV1eey3ReLum4J1f9K1XcDYKrVVnO9g9uniJZzJZpbPPFpr45OzXp9ukTzsmGnaP0n1etetr+vo+T8PlnDwbupcb0wHaN/yWIE1b1P1jHu3riFDWFj3HLd8iX+HoM8jTfWH1PzGm6vRp3Vdj2rF/bajpHWjiXncxfOCSu19xRibHSc0muGGjEIYBySgzGItMJrLKmF90KeK0BOo82bN6NHjx544oknUFRUhL/97W8YP3682n0jIvIaWk9J7k8Yg4iILCmNQYxDjmMMIiKqiTFIXQ6nvt68eRMrV67E4sWLcfbsWbRt2xYffPABBg0aJExDS0Tkr/QIRICGU5L7OsYgIiLrlMQgU3uyjjGIiMg23gupy+4neebMGbz//vtYtWoVysrK0KtXL2RmZiIuLs5ivx9//BHt2rVzVT81IZXGApgfMZb7qLG99BipNFZr6aCmlFZr7Q07jet1U0V9nWWtZ1LvV2pKb2vtTecXvRCnxkqdN0F0/GxTe+nPXZcose8gK/vqan5u0vvJe3Tc9B7d8bi5N6aT+SNjcOJkEmrz5xjkbbS+RilNBZJqb+2YptRRcdqo1Dl1ojIMBlHslj6XqOEO0bEW1Gxjj/i8SKoZQ5xJd3UmTdaZPpK6lMQgU3uqiTGIPJHW8dbVtErtZUqxMrwXUpfdgbrHHnsMgYGBeP755zF69Gg88sgjAIALFy4I+1RUVGDRokVYsWKF63pKRER+hzGIiIi0whhERERasDtQ17hxY+Gx7q+++go5OTm4d/6JO3fu4Ouvv3ZZJ4mIPB2/RXINxiAiIvv4RJ1rMAYRETmG90LqsjtQN2/ePAwcONDugTp16qRKhzyJqx55tZ7mKrWvxMpsJ9JzJNImdaIUVIv1prQc8Uyt4tTVZ2t2RWpWWgvidFdTmqv4+BKzwlr2X96+jqbnyp9Fz/R5u/6xaD567R0qEQidzCDDAqrW+XMM8gZyZzpVci5rx5dzXmdigL3UWKnjitNd7Z3Xuf83qJmGayFJvfQdp2aF7THN+TakCiUx6MqGg7j8CQeapDAGEbmfVvc+vOdShvdC6rI7UOdIcAKAvn37Ku4MEZG3qkIt6GUWUK1SUADc1zEGERHZpyQGNejfHRHxT2BPmGPXW3/iqhhUWlqK9PR01K1bF5WVlaioqMD8+fMREhIiuf/p06cxc+ZMPPLII7h8+TI6deqE119/3alzEhG5Eu+F1BWgdQeIiMh1Tp48ieeeew5fffWV1l0hIiIiAOnp6YiJicHcuXMxf/58VFVVYfbs2Vb37927N8aNG4cZM2bggw8+wNKlS/Hll1+6scdEROROHKgjIlKBHoGKflylZcuWqFOnTo2aOkRE5DuUxiDWB3Kvffv2oWnTpsLrtm3b4scff5Tct7CwEPn5+cL+Op0Obdq0wbFjx9zSVyIiRzAGqYvPGLqJvTo21rab14ty5hOk6tjYrm1j/fjW+1Sj3azqvn4s3ld0rKmm/UQHE9W4M8y03Rfpmj2Su0Knk6ohID6u7RoD9sYs7NUoYA0DupceAbLrMuhd/J1JcHCwS49Pnst+vU1l3HkttHcuezXknOmro/s60ydr7ZTW+TPVg5P7XtXE2nTaURKDTO3Jfdq1a4clS5bghRdeQEBAAHJzczFy5EjJfSMiItC4cWMsWrQI06dPh16vx4ULF7BgwQKrxw8LmwsglP+/qiJPuMaaeFJfiEw8+V7IGzn9iXzwwQeS63/++WcsXLgQW7duVdwpIiJvU4lART/kGMYgIqKalMYgxiHHqBWDFi5ciLNnz2Lw4ME4ePAgevfujYSEBMl9AwMDsXbtWsyfPx8ZGRnYsGEDMjMz0bhxY9nvg4hIbYxB6nJ6oG716tVYsGABxo0bh4MHDwIwPpLduXNndOzYEa1bt0ZaWhrKy8tV7ywREfk3xiAiItKKWjGoUaNGWL9+PcLCwpCYmIiqqiqb+/fo0QPLly/H3r17MW3aNAQE2LuFywDwDqKiorBw4UIn3iEREXkCp1JfT58+jZ9//hlr165F7dq1sWbNGmzduhXFxcW4ceMGunXrhlq1aqFfv36YOnWqzUeyteTqVCApcs8l1c5eeo+949h7XNr+dtGLl0XLuaY2on0TbXbLsl+mfbNFO4i/XMx2/DFvpalEWvyNkHfToxZ0MqsJyJ0hyd/4SgxyJ0+6hul6Gv9Vmh5pLUZJl0+Q9/4lY0CPmnHU7vFFbay9b4fj/E5RG4nYqvS9OnMMa20YO7WjJAaZ2pNtasagEydO4NChQ8jIyEDHjh3Rp08fbN++HfHx8ZL7r1u3DtHR0fj000/x6quvIi4uDocPH0ZUVJTk/iUll1C3bl1V3jcZedJ1zZP6IgdTd30T74XU5dQTdYsWLcKJEyeQl5eHQ4cO4ezZs/jqq69w+/ZtBAQEoFYt4wccGxuL9evXu6TDRESeqEpB8dQqBx73Lioqwvjx4zFq1Kga2+bOnYsRI0Zg0KBB2LPHcjTgwoULOHXqFA4cOIDbt2+r9n61oGYMKi0txejRo/H2229j/PjxeOONN1BRUWF1/9OnT+OVV17BtGnTMGLECCxdulTV90ZEpISSGORoHPJ3asaglJQUdOvWTVgeM2YM0tLSJPctLi5GWloaunfvjoCAAKxcuRJRUVGYN2+eum+QiEgBV98L+Runhi4feeQRRERECK9DQkJQVVWFyspK3HfffcL6kpIS/Pbbb+r1kojIwxlnK5JbQNV2u7t372L//v3YsmULunTpYrFt8eLFOH36NLKysnD79m106NABO3bsQExMDACgSZMmQnqOt1MzBqWnpyMmJgapqakAgDFjxmD27NmYNWuW5P69e/fG2rVr0alTJxgMBrRv3x6PPvoonnnmGRXeGRGRMkpikLk92aJmDMrLy7OY6Gn48OH48MMPJfc9c+YMKioqoKtOaalVqxaGDBmCL7/8UsnbISJSlSvvhfyRUwN1586dw6BBg9C8eXMUFRXh66+/RosWLXDq1CmEhISguLgY4eHh2LhxI1q2bOmqPhMR+ZWgoCD07t0bGzZssFh/584dTJ8+HRs3bgQAhIaGIj4+HnPmzEFWVpYWXXUpNWPQvn370LNnT+F127ZtsXPnTsl9CwsLkZ+fj6ZNmwIAdDod2rRpg2PHjnGgjojIT6gZgxISEpCdnY3Y2FgAwMmTJ5GcnCxs79u3L/r164eBAwciNjYW9913Hw4fPozOnTtL7k9ERL7FqYG6efPmYcaMGdi2bRsiIyOxYsUKREdH4+2338b777+PBQsWIDc3Fzk5OVi5cqWr+qyYK3LhnamJZrnvtBr7Sh3LmRp0dtsl2D6X9famdjNE26XaiPvi+HuVVy9P3udi7/isl0DOcvZbpKsL16Fw4ToAgEFc2NGGoKAgi9cHDhzAtWvXhP/RB4D27dtjwoQJDvfDm6gZg9q1a4clS5bghRdeQEBAAHJzczFy5EjJfSMiItC4cWMsWrQI06dPh16vx4ULF1gDz0lKa9MJx3HD9Vmq/qvleR2LV+L37ExdN8l6e3Zqvsqt+SOnxpwzcZzcg0/UuZ6aMSgzMxNpaWmYNm0a6tSpg4KCAmRkZAjbz58/j8LCQgDGL+G+/PJLTJ8+He3bt8ft27fRtGlTpKSkuPT9km/xpGu11ueXy5M+Q0/EJ+rU5dRAXWhoKObOnYu5c+darP/oo4+E5by8PBQVFeGPf/yjOj0kIvIClQiAwYkgE5H6F0Sk/gUAoL9RihNhPe20qCk/Px8BAQEIDw8X1oWHh6OwsFD4Zt+XqBmDFi5ciC5dumDw4MEYNWoUevfujYSEBMl9AwMDsXbtWiQnJ6N+/fp48MEHkZmZicaNGyt/U0REKnA2Bt1L71zZar+kZgwKCwvDihUrrG7Pzc21eN2yZUusW7dORq+JiNxDSRxiDKpJ1vQau3btwtGjRxEcHIynn34av/vd74Rt7du3V61zRETewjhbkXtnOiopKUG9evUQEGAObiEhIQCA8vJynxuoM1EjBjVq1Ajr16/H6tWrkZiYiLVr19rcv0ePHli+fDk2b96MY8eOYevWrTb3b926tVBPKDU1VaiFR0TkCkpikLk9OYL3QURENWlxL+TLnPpELl++jOTkZBw9ehRBQUGIjIzElClT0LVrV2zYsMFvpgF3NE3Fkcdj7WW8SZ1LnG4qvd12OiiybW+2/yivvTRbK+k9prSdbGvpP6Ylxx8rVvrYMR9bJm8WERFRY6bSW7duAYBPDtKpGYNOnDiBQ4cOISMjAx07dkSfPn2wfft2xMfHS+6/bt06REdH49NPP8Wrr76KuLg4HD58GFFRUVaP7y8x0VdIpq46UT5B7rkcbiN+6Hav7XIbcstxSKX82juGnDjK9CHyRrwPIm/Ga61y/AzJnZx6xvD1119Hp06d8H//93+oqKjAr7/+irKyMowfPx4TJ0506sSlpaUYPXo03n77bYwfPx5vvPFGjRtOKT///DPeeecdfPbZZ/jxxx+dOicRkavInY7c9CNHTEwMysrKcPv2bWFdYWEhoqKiULt2bbXemsdQMwalpKSgW7duwvKYMWOQlpYmuW9xcTHS0tLQvXt3BAQEYOXKlYiKisK8efMUvyciIjUojUGsD2SfmjGIiMjXMAapy6mBupCQEGRmZuLxxx+3WP/MM884XAzdJD09HTExMZg7dy7mz5+PqqoqzJ4922abnTt3IiMjA2PHjkW/fv3Qrl07p85JROQqVQoCU5XM4BQXF4fIyEgcPnxYWJefn4+kpCS13pZHUTMG5eXlITg4WHg9fPhwXLx4UXLfM2fOoKKiQkhlrVWrFoYMGWJ1fyIid1MSg5TEIX+iZgwiIvI1WtwL+TKnBuqspfhcunQJ3377rVMn3rdvH5o2bSq8btu2rc0n5L777jtkZGRgwYIFqFWLOcxE5FkqESjrp2TDbhQMmezQOfR6PaqqqoTXQUFBGDduHDZt2gQAKCsrw+7du3121lc1Y1BCQgKys811AE6ePInk5GThdd++fYXC3bGxsbjvvvssBkTv3Z+ISEtyY5D4h2xTMwYREfkaxiB1OTXi1apVK7z88svo1asX6tati6tXryInJwebNm3CpEmTnDpxu3btsGTJErzwwgsICAhAbm4uRo4cKblvVVUVXnvtNTz33HMYMWIE8vPz8dprr2HYsGFOnVMt7sxPt1cvxlYb69vNy+J6d0hw7FzW6+CYavpAcrv5vUhvt3/8mvtInf/ePhB5svv7P4v74rviYtiXNvdbv349cnJyEBAQgA0bNqB///4AjE8nT5gwAWPHjkVJSQkyMzPRrFkzN/Tc/dSMQZmZmUhLS8O0adNQp04dFBQUICMjQ9h+/vx5FBYWAjDO9Pfll19i+vTpaN++PW7fvo2mTZsiJSVF1ffn7aRqprrrnI6cV1zjzbCn5nap2GOvrptT9WGtnMvhNhZ9Vq9+q1p155zBOj/kjdSMQUQkny/UOfWF90Cu5dRA3WuvvYYHHngA//M//4Pjx48DMNZIevfdd50eNFu4cCG6dOmCwYMHY9SoUejduzcSEhIk983JycGpU6fwpz/9Cd26dcNHH32EV155BfXr10evXr2cOi8RkSvoEQiDzBmLHHnce8CAARgwYECN9YGBgZg/f76s83obNWNQWFgYVqxYYXV7bm6uxeuWLVsKT9gREXkaJTEIcCwO+Ts1YxARka9x9b2Qv3Eq9RUABg4ciGPHjqG4uBjFxcU4ffq0rODUqFEjrF+/HmFhYUhMTLRI57rX3r170axZM6Hw91/+8he0aNECixcvttqmdevWiIqKQlRUFBYuXOh0/4iInMECqu6hVgwiIvIlnEzCPRiDiIikMQapS/ZXb2FhYTAYDPj3v/+No0eP4g9/+AOef/55h9ufOHEChw4dQkZGBjp27Ig+ffpg+/btiI+Pr7FvQUEB7r//fot1Tz/9NPbu3Wvz+K6aJt3RlBdrj7FatjOts93OXvqNvXUOyXbsPVg//ozq7eIUVMc/I9Nn4Uw6Kx8VJk9h/BZJXpDht0jOUxqDSH3uuh7LTReRSne1uq9EeQV78VDO9nv3sbevK9o7w5Q+7MxnSe6hJAbd3rADtz/ZonKPfBtjEKmB6Y/y+MJn5Qvv4V68F1KXolkZdDodXnrpJbRp0wZPPPEEKioqHG6bkpKCRYsWCcvHjx9HWlqa5EDdAw88gOLiYot1DRo0QHh4uJLuExGRF1MSg4iIyCi0fxKC47ujKOxzrbviVRiDiIjIVZxOfZXStm1btG3b1qk2eXl5CA4OFl4PHz4cFy9elNz36aefxtmzZ1FUVCSs++2339C9e3d5HSYiUpm+KlDRD8knJwYREfkSpTGIcUg+xiAiIt4LqU3RE3Vizj7dlpCQgOzsbMTGxgIATp48ieTkZGF737590a9fPwwcOBBJSUno3Lkzli9fjkmTJqGiogI5OTnIzs5Wq/tOcfRRVWuPM0unjsp7/FVOeo5Ue0f2NZNORzXP5motdbVmX+3NCit39lYtZh8k/6avDERVpfNB5u7Gbbjz7/+4oEf+hU9Yew+nZmqV2NcTruuOzsjuqnRXe+eSjq3KU6yY8uq55MYgE4OCtsQYRPJ4QjwjUouSOMQYVJPdgbodO3YgKSlJ9RNnZmYiLS0N06ZNQ506dVBQUICMjAxh+/nz51FYWAgACAgIwNatWzF69GhMmjQJ165dw9KlS9G0aVPV+0VEJIe+shZ0lc5/9xHw/AsI6fEMKrc+4oJeeT9XxSAiIl8iNwaZGBS09WWMQUREjlEShxiDarL7iSxZsgTR0dEIDQ21uk9ZWRlOnz7t1InDwsKwYsUKq9tzc3MtXjds2BCfffaZU+cgIiLv5qoYREREZA9jEBERacHuQF12djZ27dplcx+DwQCdOF+RiMjP6CsDoJP9uLcq5UJ9EmMQEZF9SmIQwDhkDWMQEZFjeC+kLrsDdUlJSRgzZozNb5Ju374tzOBK9uu+yanJY6+9vWM6UwPBXp0be3Xj5J5LTntrnwtrPpC76SsDFQQn1mWwhjHI+8iNV1K1RV11LVerjqka/XO0Vqy1czn6Gav5WTpT91aqnTN/A+QYJTEIYByyhjGI3EWNOqJEWuK9kLrsDtRNmDABTz31lN0D1alTR5UOERF5o8rKQOjuMjipjTGIiMg+JTEIYByyhjGIiMgxvBdSl91nDB0JTs7sR0RE5CjGICIi0gpjEBERaYHTa6hEzdRTZ9o7miYiN/XWuWOZ1rv2s7i3D66kNGWZ/IdBXwsGvcxLqtx2RB5I7vXPnddNR8+lRikGOcf19Bjiqt+xp79vT6YoBgGMQ0Qa4/WPvB3vhdTFT4SISA2VgcYfZ+34DNjyb/X7Q0RE/kNuDBK3JyIikktJHGIMqoEDdUREapAbnOIHAF0SgM/rqd4lIiLyExyoIyIiLXGgTlWcB5eIiIiIiIiIiMgD8Ik6G+TWHHO0bpzcc+l05mXTvtZqtpm226txZ20f6XbmdVLtLfsneVo77e1/FnLqOMg5lzPnYW0JP6fXAZU6+/tZa0vkgeTEM1dTo+aqVDuldUaVfkb2zs86qGSTkhhkak9ERCQX74VUxYE6IiI1VFb/yG1LREQkl5IYZGpPREQkF++FVMWBOiIiNTA4ERGRVjhQR0REWuK9kKo4UGeDO1NLnEnfcSZF09xOvF1puqd0e+kUI6n0HdvbXfW5K01tJSLyN554jXRVSQKt36tW52dKLRGR5/LEEhRE5HocqCMiUgO/RSIiIq3wiToiItIS74VUxYE6IiI1VAK4q6AtERGRXEpikKk9ERGRXLwXUhUH6oiI1KCv/pHbloiISC4lMcjUnoiISC7eC6mKA3UuIKeGgHR9N/Ox7Negs90XazVo5NSmsbaf1Lks+2raT/q4rMFAfmnPBmD3J1r3gshj6Hqalw17tOuHK8l5j+6s30pERJ6B12gi/8SBOiIiNcity9C9P/C7eCAnTO0eERGRv2CNOiIi0hJr1KmKA3VERGpgcCIiIq1woI6IiLTEeyFVcaDOQXJSROUeS2qdtTZy0lVNKahGNdNgnUmNFR/LlNJqrb15nfg44u18tJu8GIMTuYma8cgTiVNBvf29Wo3dPprSSxriQB0REWmJ90KqCtC6A0RERERERERERMQn6oiI1KGH/G+DONMREREpoSQGmdoTERHJxXshVXGgzkFqptw4mu4KiGdKtZ1O6sixzNul11umxFo/lr0ZZJ1LzXX8c5U6r7enRZEP4ePe5Cb+dK2z917lxgA5pR7U5KpyGmodk7yQkhh0YAPwFWcfJyIiBXgvpCoO1BERqYHBiYiItKIkBj3ZH2gbD3zL2ceJiEgm3gupijXqiIiIiIiIiIiIPACfqCMiUsPd6h+5bYmIiORSEoNM7YmIiOTivZCqOFDnQmrUoJGqJ6e0Zo+4Fp3U8eX229F91Ty+VvWFiGrQQ34hVBZQJZLFmXgo1c6Zmqtq9s8VdW/t1a8lH6ckBpnaExERycV7IasyMjIQHByMy5cvY+zYsahXr57dNkx9JSJSg2mmI2d/Dm4Alg7RosdEROQr5MYg04+P3yQREZGLKYlDPhyDfvjhB3z//fcYMWIE4uPjMWOGY1+scqCOiEhL/68/8NpqrXtBREREREREKtq8eTPatGkDAOjQoQM2b97sUDumvrqQVumX9s4rle7qSDup/ZxJN5WTSuTM8V2RtkTkMM50RORxnIkbzrTTgr14aC0222pDPkRJDDK1JyIikov3QpIKCgrQvHlzAEBISAiuXLniUDsO1BERqYHBiYiItMKBOiIi0hLvhSQ1bNgQ5eXlAIDS0lLUr1/foXZMfSUiUoOS2kA+HJyIiMgNlMYgxiEiIlKCMUhSnz59cOTIEQDAsWPH8NxzzznUjgN1RERERERERETkcYqKijB+/HiMGjXK5n7nz59HfHw8HnjgAXTs2BF79+51Wx/mzp2LESNGYNCgQdizZ4+wvmPHjmjVqhVWrlyJXbt2Yfbs2Q6dj6mvLuCK+mjO1Gpz5lhipuPKrQuntC9qfl6sxUNuZ5rpSG5bIg/k6fU+XRVD5HB1nHbmmFp/FqQBJTHI1J6IiEguF90L3b17F/v378eWLVvQpUsXq/sZDAaMGDECf/rTn/CXv/wF77zzDpKTk/Hjjz8iJiamxv43btxA3bp1a5xLr9cjNDTUqT4sXrwYp0+fRlZWFm7fvo0OHTpgx44dwnnT0tJsvXtJfKKOiEgNfNybiIi0wtRXIiLSkotiUFBQEHr37o3OnTvbPP3//d//IT09HePHj8crr7yCL774AjqdDtu3b5fcf+nSpVizZo3w2mAwYNSoUcjPz3eqD3fu3MH06dMxZMgQAEBoaCji4+MxZ84cm/21h0/UERGp4S6AQAVtiYiI5FISg0ztiYiI5JIbh37cABz9xO5uQUFBNre3bNkSbdu2FV43aNAAjz/+OEJCQiT3T09PR0pKCho2bIj4+HhMnDgR8fHx6NSpk1N9OHDgAK5du4bY2FhhXfv27TFhwgR7b8kmDtS5gDMpJ46mFbkzLdTednvpPda220utNa+v2cZ6X8T9trkrERE5ydNTKJXGK3f2RatjEREREXmsdv2Bx+KB6WGKDhMcHFxjXXFxMZKTk622WbZsGQYOHIjs7Gy0aNEC/fr1c/q8+fn5CAgIQHh4uLAuPDwchYWFKC4utljvDKa+EhGpQa/wh4iISC6lMYhxiIiIlPCwGJSTk4M+ffogKirK6j61atXCc889h82bN9sc0LOlpKQE9erVQ0CAeWjN9BRfeXm5rGMCHKgjIlIHawMREZFWWKOOiIi05EEx6O7du1i3bh1mzpxpc7+cnBzs2bMH3377LUaPHo2ioiKnzxUREYGKigqLdbdu3QIA2U/TAUx91ZyjaTueOruqHNbOL5UaK06DlW6jVq88l6fPukjVOOsrEQD55RFcwdrxeV0ln8NZX4mISEsedC/0zjvvYOLEiVbr0wHA8ePH8f777+OTTz5BcHAw/vWvf2HYsGH497//jdq1azt8rpiYGJSVleH27dvCbLGFhYWIiopy6jj34hN1RERERERERETk1TIzM/Hss88iOjoaAFBRUQG9vuZI4LFjx5CVlSXUtmvRogWmTJkiOeurLXFxcYiMjMThw4eFdfn5+UhKSlLwLvhEHRGROiohb6ajExuAfPszHREREVklNwaJ25PblJaWIj09HXXr1kVlZSUqKiowf/58m09/AMDPP/+MLVu2oGnTpnjsscfQrl07N/WYiMgOJXHIgRik1+uhE88kCeCNN95AkyZNkJaWBgBYsmQJLl26hKioKOzatQvl5eX4z3/+g9WrV9c43ksvvVRjXefOnZ3uQ1BQEMaNG4dNmzahW7duKCsrw+7du5GdnW3/Tdmg2UCd3AAFAG+99RauXr2KVatWub6jRESOuAt5zyi36A9ExwOnlM10REREfkxuDBK3J7dJT09HTEwMUlNTAQBjxozB7NmzMWvWLKttdu7cid27d2P+/PmoVYvPWhCRh1ESh+zEoPXr1yMnJwcBAQHYsGED+vfvDwD49ddfhethVlYWRo8eDQCYO3eu0PZvf/ubxUQPclnrA2C8pk+YMAFjx45FSUkJMjMz0axZM0Xn0xkM2lT5Gj16dI0AFR4ebjNAAcDBgwcRHx+Pvn37Sg7U3bhxA2FhYSgpKUHdunVd0XWSyTT47A915cg7qHG9MB0DfysBQmRecypuAIt43fIF7ohBnlRzVCnLmqRG3v6etKLm34Un1Rn0dUqvGarEIIBxyM3atGmDmTNnom/fvgCA5cuXY+fOndiyZYvk/t999x1mzJiBrVu3IjDQ+iMrvA8iImfwXshzaVajbt++fWjatKnwum3btvjxxx9ttikvL0dGRgaef/55V3ePiMg5HjYlORER+RGlMYhxyK3atWuHJUuWoKqqCgCQm5uLkSNHSu5bVVWF1157Db/73e8wYsQI/P73v0dWVpY7u0tEZB9jkKo0G6hzJkCZzJw5E5MnT+bj3kTkeUwzHcn5YXAiIiIllMQgxiG3W7hwIc6ePYvBgwfj4MGD6N27NxISEiT3zcnJwalTp/CnP/0JWVlZGDNmDIYPH45t27a5uddERDbwXkhVmo14LVy4EF26dMHgwYMxatQomwEKAL766is0bNgQrVu3duj4rVu3Fgr9paamCim2JJ8p1UVumgtTXsmnVUL+Vx8s4u123lzI25dSDZ15L65Ok9UqnVNpbDVRs8/2juVLf4M+Q0kMMrUnt2nUqBHWr1+P1atXIzExEWvXrrW67969e9GsWTN069YNAPCXv/wFM2bMwOLFi9GrVy/JNrwPIiK3472QqjQbqHMmQJWWliIrKwsffvihw8c/ceIE85uJiEgSC3kTEZFWTpw4gUOHDiEjIwMdO3ZEnz59sH37dsTHx9fYt6CgAPfff7/Fuqeffhp79+61eXzeBxEReS/NUl/FAWrBggXo06cPPv/8c8l9Z8yYgWnTpqkyWwcRkUvcVfhDbuVsndTvvvtOiFccpCMij6M0BjEOuVVKSorwhFxKSgrGjBmDtLQ0yX0feOABFBcXW6xr0KABwsPDXd5PIiKHMQapSrORL2cC1IIFCxATEwOdTgedTofVq1dj9erVwiPdRESaYwFVr8JC3kTkUziZhFfJy8tDcHCw8Hr48OG4ePGi5L5PP/00zp49i6KiImHdb7/9hu7du7u8n0REDmMMUpVmjwVIBShrqa1HjhyxeD116lQAxsklyH0crUljrc6PaVxVXKtOq5pARKpjXQav4kydVHEh727duuGjjz7CK6+8gvr161utD0RGcq7x1toojRH2+mIRr3pWr9uj6JQOMZ2X8ZAUYY06r5KQkIDs7GzExsYCAE6ePInk5GRhe9++fdGvXz8MHDgQSUlJ6Ny5M5YvX45JkyahoqICOTk5yM7O1qr7REQ18V5IVZo9UWcKUCZSAWrdunUAgA4dOlj8REREICIiAh06dHB3t4mIyAeY6qSGhYUhMTFReLJOilQh7xYtWmDx4sVW27Ru3RpRUVGIiorCwoULVe8/ERF5r8zMTJw6dQrTpk3D/PnzcfDgQWRkZAjbz58/j8LCQgBAQEAAtm7diiNHjmDSpEkYO3Ysli5dalG+gYiIfItmT9RlZmYiLS0N06ZNQ506dVBQUGA1QBEReTzTlORy25JbsZA3EfkUJTHI1J7cJiwsDCtWrLC6PTc31+J1w4YN8dlnn7m6W0RE8vFeSFWaDdQ5G6DEVq1a5YIekRxSqTrWUnbEKa/3tiHyekqKoLKAqtulpKRg0aJFwvLx48eRlpYmOVDHQt7yybnGy40LzqS22u2DG1Jea5zTolQE02DJSUrjCOMQEREpwXshVXEaVSIiNbCAqldhIW8i8imcTIKIiLTEGKQqDtQREZHfcaZOqriQNwChkPfYsWPd22kiIiIiIvJ5mqW+EhH5lEoAOgVtya2cqZNqKuQ9evRoTJo0CdeuXWMhbyLyLEpikKk9ERGRXLwXUhUH6nycqc6NmjVunKmdY29fqe2szUNeicHJq7CQt+/RIl64Kl4x9pHTOFBHRF7OFfet5Ea8F1IVB+qIiNQgN8D8dwNQ8ImqXSEiIj+j9CaHN0lERKSEkjjCGFQDa9QREWmpYX+gzWqte0FEREREREQegE/U+ThXPDrszDEdTXeVe3wij6GH/Me9OdMRkceTil2uilfuLAHBchM+QkkMuroB+C+f7CYibTEGeTneC6mKA3VERGrg495ERKQVJXEkoj9QNx4oClOtO0RE5Gd4L6QqDtQREamBwYmIiLTCGnVERKQl3gupigN15DacyYeIiJTSKlXT1Wmu4uP7wvsiIiL/wns9IvVwoI6ISA2VAAwy27IuAxERKaEkBgGMQ0REpAzvhVTFgToiIjUoCTAMTkREpITSOMI4RERESvBeSFUcqCMiUgO/RSIiIq3wiToiItIS74VUxYE6sknNWkCsV0BE5F3cWW/G0XN5Qyxx5nNz9P1oVZvP1Xz1fRER+Rtew4nUw4E6IiI18FskIiLSCp+oIyIiLfFeSFUcqCMiUkMlgCqZbeW2IyIiApTFIChsS0RExHshVXGgzgO5Ig1E7jH5CDORg/SQ/y0SgxN5KHfGAF+KN654L770+Yj56vtyOyUxCGAcIiIiZXgvpKoArTtAREREREREREREfKKOiEgdlZD/1Qe/RSIiIiWUxCCAcYiIiJThvZCqOFBHRKQGBiciItIKB+qIiEhLvBdSFQfqPBBr2xB5obtgcCJyM1fUdCXySkpiEMA4REREyvBeSFWsUUdEREREREREROQB+EQdEZEaqiB/piMlM/UREREpiUFQ2JaIiIj3QqriQB2pxpSCxPQj8kuVAHQy2zI4EcnCeENUTUkMAhiHiIhIGd4LqYoDdUREamBwIiIirXCgjoiItMR7IVWxRh0REREREREREZEH4BN1RERquAt+i0RERNpQEoMAxiEiIlKG90Kq4kAdqYa1gsiv6cHgRERE2lASgwDGISI3Yl1v8km8F1IVB+qIiNTCIENERFphDCIiIi0xDqmGA3VERJraAOATrTtBREREREREHoADdUREmuoPIB5AmNYdIfIIppQgwHfTgtz5HpliRUTkWXg9JiJ7OOsrERERERERERGRB+BAHRERERERERERkQdg6quf84cUIyIi8h7+EIvc+R794fMkIiIi8iUcqCMiUsXd6h+5bYmIiORSEoNM7YmIiOTivZCaOFBHRKSKyuofuW2JiIjkUhKDTO2JiIjk4r2QmjhQR0SkCn6LREREWuETdUREpCXeC6mJA3V+jrVriIjIX7FOq/b4OyAiIiKyxIE6IiJV8HFvIiLSClNfiYhIS7wXUhMH6oiIVFEJ+Y9tMzgREZESSmKQqT0REZFcvBdSk2YDdaWlpUhPT0fdunVRWVmJiooKzJ8/HyEhIZL77927F2PHjsUvv/yCp556CkuXLkWzZs3c22kiIqtYl4HI2zDVUnv8HaiFNeqIiEhLvBdSU4BWJ05PT0dMTAzmzp2L+fPno6qqCrNnz5bc9/Lly5g4cSLefPNNzJkzB4cPH0ZSUhIqKznySkREREREREREvkGzJ+r27duHnj17Cq/btm2LnTt3Su67Z88ebNu2DZGRkQCAmJgYJCUl4fjx42jfvr1b+ktEZBvrMhARkVZYo46IiLTEeyE1afZEXbt27bBkyRJUVVUBAHJzczFy5EjJfV988UVhkA4A4uLiAMBqmiwRkfuZ6jLI+WFwIiIiJZTEIMYhIiJSivdCatJsoG7hwoU4e/YsBg8ejIMHD6J3795ISEiQ3Dc4ONjidUFBAdq0aYNWrVpZPX7r1q0RFRWFqKgoLFy4UNW+ExHVVKnwh4iISC6lMYhxiIiIlGAMUpNmA3WNGjXC+vXrERYWhsTEROHJOkd89NFHmD9/vs19Tpw4gUuXLuHSpUtITU1V2l0iIiIiIiIiIiKX0qxG3YkTJ3Do0CFkZGSgY8eO6NOnD7Zv3474+Hib7S5cuICKigqrT98REWmDMx0REZFWOOsrERFpifdCatJsoC4lJQWLFi0Slo8fP460tDSbA3W3bt3C0qVLMXPmTHd1k4jIQSygSkREWuFkEkREpCXeC6lJs9TXvLw8i9pzw4cPx8WLF63ur9fr8Y9//AMTJkxAUFAQAKCsrMzl/SQicgwLqBIRkVY4mQQREWmJ90Jq0mygLiEhAdnZ2cLrkydPIjk5WXjdt29frFu3DoBxkO61115Ds2bNcOjQIezatQtr1qzBnDlz3N5vIiIiIiIiIiIiV9As9TUzMxNpaWmYNm0a6tSpg4KCAmRkZAjbz58/j8LCQgDAsGHDsGbNGmRlZVkcY+PGjW7tMxGRdXzcm4iItMLUVyIi0hLvhdSk2UBdWFgYVqxYYXV7bm6usLx69WqsXr3aHd3yOzrdDGHZYJimYU+IvB0LqBJ5C1PsY9wj38HJJIiISEu8F1KTZgN1RES+hd8iERGRVvhEHRERaYn3QmriQB0REREREZGblJaWIj09HXXr1kVlZSUqKiowf/58hISE2G371ltv4erVq1i1apXrO0pERJrgQJ2fY9oPkVpMMx3JbUvkf7Qqv8DYR75HSQwytSd3SU9PR0xMDFJTUwEAY8aMwezZszFr1iyb7Q4ePIilS5eib9++7ugmEZETeC+kJs1mfSUi8i2VCn+IiIjkUhqDGIfcad++fWjatKnwum3btvjxxx9ttikvL0dGRgaef/55V3ePiEgGxiA18Yk6IiJVsICqN2HaERH5Fk4m4U3atWuHJUuW4IUXXkBAQAByc3MxcuRIm21mzpyJyZMnY968eW7qJRGRM3gvpCY+UUdERH7HlHY0d+5czJ8/H1VVVZg9e7bddqa0I1KHwTBN+CEi8hcLFy7E2bNnMXjwYBw8eBC9e/dGQkKC1f2/+uorNGzYEK1bt3ZjL4mISCscqCMiUsVdhT/kTkw7IiLfojQGMQ65U6NGjbB+/XqEhYUhMTERVVVVVvctLS1FVlYWxo4d6/DxW7dujaioKERFRWHhwoVqdJmIyA7GIDUx9ZWISBWcktybMO2IiHyL0ho/jEPudOLECRw6dAgZGRno2LEj+vTpg+3btyM+Pr7GvjNmzMC0adMQEOD48xUnTpxA3bp11ewyEZEdvBdSE5+oIyJShWmmIzk/DE7uxrQjIvItSmIQ45C7paSkoFu3bsLymDFjkJaWJrnvggULEBMTA51OB51Oh9WrV2P16tXQ6XTu7DIRkR28F1ITB+qIiMjvMO3IdXS6GcIPERHVlJeXh+DgYOH18OHDcfHiRcl9jxw5YvHTq1cv9OrVC0eOHHFXd4mIyM2Y+kpEpArPfNw7IyMDwcHBuHz5MsaOHYt69eq57FzehGlHRORbPDP1lTFIWkJCArKzsxEbGwsAOHnyJJKTk4Xtffv2Rb9+/TBw4EB06NDBom1ERAQA1FhPRKQtz7sX8uYYxCfqiIhU4XkFVH/44Qd8//33GDFiBOLj4zFjBp9wMmHaERH5Fs+bTIIxyLrMzEycOnUK06ZNw/z583Hw4EFkZGQI28+fP4/CwkINe0hE5CzGIDXxiToNiNOBDIZpGvaEiNTjed8ibd68GW3atAFg/OZ94MCBePfdd11yLm8jlXb04YcfSu57b3rR1KlTARgnl6CaGNeItOB5T9QxBlkXFhaGFStWWN2em5trdduqVatc0CMiIqU8617I22MQn6gjIvJRBQUFQopMSEgIrly5onGPPIcp7chEKu1o3bp1AIzBXfwTERGBiIgIph0REdnAGERERFrx9hjEJ+qIiFRhmulIblv1NWzYEOXl5QCMEyLUr1/fJefxRpmZmUhLS8O0adNQp04dFBQUMO2IiLyYkhhkaq8uxiAiIn/iWfdC3h6D+EQdAYDfzUroqfh78GaVCn/U16dPHyFt89ixY3juuedcch5vZEo7mjFjBsaPH4933nkHYWFhwvbc3Fy88cYbkm1XrVrlc6lH/nTt8Zf36i/vE/Cv92qd0hikfhxiDCIT/jfqXvy83Y+fOcAYpC6dwWAwaN0JNd24cQNhYWEoKSnhjHtOiIqKwqVLl7TuhkdzR21B/h7cS43rhekYwGQAoTJ7chvAbJv9KCoqwrx581BWVoYlS5ZYbJs7dy7Onj2L8vJyDB8+HD179hS2LViwAOHh4Th//jzGjRuH8PBwmX0kR3hrDFLz2uPpdVj95TrrKe+TsdM2pdcMdWIQYC8OMQZ5B0+NQd7836gnsndd5eftft76mXvLvZA/xiCmvhIRebi7d+9i//792LJlC7p06WKxbfHixTh9+jSysrJw+/ZtdOjQATt27EBMTAwAWJ3JlIiIyBGMQUREpBV/jUE+N1BnekDwxo0bGvfEuxgMBn5mdt0Wllz1WfH34F6mz1qdB4vLIP+x7QqbW4OCgtC7d29s2LDBYv2dO3cwffp0bNy4EQAQGhqK+Ph4zJkzB1lZWTL7Qkp4awxS99rj+mulEv5ynfWc98nYaYt6cUhJDAJsxSHGIO/hqTHIm/8b9Uy2r6v8vN3PWz9zb7gX8tcY5HMDdTdv3gQAREdHa9wT7yOuz0S2hYX9w4XH5u/B3W7evCn7cw8ODsZDDz2EggJl030/8MADCA4OtrlPUFCQxesDBw7g2rVriI2NFda1b98eEyZMUNQXks+bY5Arrj2uvFYq4S/XWU97n4yd1smNQ2rFIMB+HGIM8nyeHIO8/b9RT2XtusrP2/28+TP3hnshf4tBPjdQ9/DDD+PixYt44IEHoNPptO4OEXkwg8GAmzdv4uGHH5Z9jNDQUJw7dw537txR1Jfg4GCEhjpX1yE/Px8BAQEW9RbCw8NRWFiI4uJir6rD4CsYg4jIGUrjkFoxCHA+DjEGeR7GICJyhjffC/l6DPK5gbqAgABERUVp3Q0i8hJqfPsVGhrq9CCbGkpKSlCvXj0EBJgn8A4JCQEAlJeXe32A8kaMQUTkLKVxiDGITBiDiMhZ3nov5OsxKMD+LkRE5IkiIiJQUWFZ0+HWrVsA4PXBiYiIPBtjEBERacXXYxAH6oiIvFRMTAzKyspw+7a5qHBhYSGioqJQu3ZtDXtGRES+jjGIiIi04usxiAN1REReKi4uDpGRkTh8+LCwLj8/H0lJSRr2ioiI/AFjEBERacXXYxAH6ghz587FiBEjMGjQIOzZs0fr7vil8+fPIz4+Hg888AA6duyIvXv3at0l8kB6vR5VVVXC66CgIIwbNw6bNm0CAJSVlWH37t0+M9sRuV9+fj769euHNWvWaN0V1flTrCsqKsL48eMxatQorbviMoyb7scYRM7yp+uup/CH678nYSxyH3+LQRyo83OLFy/G6dOnsWLFCqxcuRKjRo3CmTNntO6WXzEYDBgxYgSeeeYZLFmyBAaDAcnJyfw9kIX169cjJycHX3/9NTZs2CCsT09PR61atTB27FiMHj0amZmZaNasmXYdJa9VUFCAI0eOYMuWLRb/I+QL/CnW3b17F/v378eWLVtQXl6udXdcgnHT/RiDyFn+dN31FP5w/fckjEXu448xSGcwGAxad4K0cefOHTz88MPYuHEjnn76aQDA2LFjcfPmTWRlZWncO/9x7NgxXL16FX/84x8BAFevXsUjjzyCOXPmYOzYsRr3joj8TePGjTFnzhwMHTpU666owl9j3aBBgxAUFIRVq1Zp3RXVMW4SeTZ/ve56Cl++/nsSxiJyJT5R58cOHDiAa9euITY2VljXvn17bN++XcNe+Z+WLVsKF3gAaNCgAR5//HFhemkiIncKCgrSuguq8tdY52u/RzHGTSLP5q/XXU/hy9d/T8JYRK7EgTo/lp+fj4CAAIvpi8PDw1FYWIji4mINe+ZfgoODa6wrLi5GcnKyBr0hIvItjHW+h3GTyLPxukv+gLGIXKmW1h0g7ZSUlKBevXoICDCP15q+ASgvL7cIruQ+OTk56NOnD6KiorTuChH5iL///e/Iy8uzuv3NN9/02f+xZKzzfYybRJ6F113yR4xFpCYO1PmxiIgIVFRUWKy7desWADCAauTu3btYt24d3nvvPa27QkQ+5J133tG6C5phrPNtjJtEnofXXfI3jEWkNqa++rGYmBiUlZXh9u3bwrrCwkJERUWhdu3aGvbMf73zzjuYOHEiaxsQEamEsc63MW4SeR5ed8nfMBaR2jhQ58fi4uIQGRmJw4cPC+vy8/ORlJSkYa/8V2ZmJp599llER0cDACoqKqDX6zXuFRGRd2Os812Mm0Seiddd8ieMReQKHKjzY0FBQRg3bhw2bdoEACgrK8Pu3bsxYcIEjXvmf5YsWYKzZ8+ioKAAu3btwqZNm5CSkgKdTqd114jIz+j1elRVVWndDdX4a6zztd/jvRg3iTyXv153PYWvX/89CWMRuYrOYDAYtO4EaUev12PChAm4c+cOSkpKMGLECDz11FNad8uvZGVlYfjw4TXW/+1vf8P777+vQY+IyB+VlJRg7dq1ePPNN/HHP/4RU6dO9Zl44G+xbv369XjrrbcQEBCAf/7zn+jfv7/WXVIV4yaR5/O3666n8PXrvydhLCJX4kAdERERERERERGRB2DqKxERERERERERkQfgQB0REREREREREZEH4EAdERERERERERGRB+BAHRERERERERERkQfgQB0REREREREREZEH4EAdERERERERERGRB+BAHRERERERERERkQfgQB0REREREREREZEH4EAdERERERERERGRB+BAHWlm//79SE5Ohk6nQ0JCArZt2+aW8545cwbPP/88+vTpg/bt20On0yEyMhIAUFxcjIyMDNx///1o3rw5hg4diqFDh+LFF19EREQE3nvvPRw9ehTDhw+HTqdDx44d8dJLL6FDhw5ISEhAXl6eW94DEREpwxhERERaYQwiIpsMRBrKzs42ADD88MMPbjnfnTt3DI8++qhh27Ztwrply5YZIiMjLfbr0qWLYcCAARbrfvnlF8Py5csNBoPB8NNPPxkAGLKzsw0Gg8FQWlpq6NChgyEiIsJQVFTk4ndBRERqYAwiIiKtMAYRkTV8oo40FRoaCgC477773HK+48eP4/Tp03jqqaeEdX/9618RFxdnsV9QUFCNtk2bNsUrr7wCAAgJCbHYdv/992Pw4MH47bff8NVXX6nfcSIiUh1jEBERaYUxiIisqaV1B4gcsXz5cvz000+4dOkSKioqsHTpUjRu3BgAcOvWLaSnp6NZs2Y4e/Ys3njjDTz22GOSx4mIiAAADBs2DGvXrkWdOnUAAElJSTbPf/z4cdy9excdOnSwus/169cBAA0bNnTy3RERkSdjDCIiIq0wBhH5Hz5RRx5v3bp12Lt3L959911s2LAB9evXR3JyMgwGAwBgxowZKCwsRGpqKmbMmIGuXbviD3/4A5YtW1bjWE2aNMFbb72FzZs3o02bNtiwYQMAYOjQoTb78Pnnn9vc/s033+D999/HgAEDLL6lIiIi78YYREREWmEMIvJPHKgjjzdnzhz06tVLeJ2amoqjR48iOzsbALBz5040b94cAPDggw/ioYcewgsvvICRI0dKHm/evHlYs2YNysvL8eKLL+Lpp5/GqVOnauy3f/9+9O7dG4mJiZg8ebLksT744AN07doVPXv2xEcffYR169YpfbtERORBGIOIiEgrjEFE/okDdeTRrl+/juPHj6Nu3brCuscffxxBQUE4evQoACAyMhJFRUXC9tq1a+PXX3+1edxXXnkFp06dwujRo3HgwAE8+eSTOHfunMU+Xbt2xebNm7Fz50787//+L4KDg2sc58UXX8TixYtRWVmJEydOQKfTKXi3RETkSRiDiIhIK4xBRP6LA3XksaqqqoTlq1evCsumacRNAWPWrFn4+uuvUV5ejpKSEpw8eRL9+vWTPOa5c+dw8OBBAEB4eDgWL16Mzz77DNevX8cHH3xgtS9/+MMf8Pjjj0tu69ChA95++21MmTIFJ0+edPp9EhGR52EMIiIirTAGEfk3DtSRx1q/fj3q1auHmJgY5OTkWGy7fv06nn76aQBAdHQ0WrRogQULFmDRokXYunUrunXrJnlMvV6PnTt3Wqzr3bs3Hn30UYuA6KzJkyejZcuWePXVV6HX62Ufh4iIPANjEBERaYUxiMi/caCONFVRUQEAKCsrs1h/7NgxHDlyBADw9ttvY9OmTbhw4QIA4Msvv8RTTz2Fzp07C9vr1auHRx99FC1btsT169ctvnm613vvvYf9+/cLr0+ePIn//ve/eOmllyz6VVlZabffpn+DgoLw4Ycf4vDhw5g2bZrD75+IiLTDGERERFphDCIiqwxEGvn6668NiYmJBgCG6OhoQ8+ePQ09e/Y0dOrUyVCrVi3Dpk2bhH3nzp1r6Nixo2HkyJGG119/3VBcXCxs+/jjjw0RERGG+++/3xAQEGAAYKhbt67h5MmTNc55+vRpAwCDTqczPPXUU4Y+ffoY4uLiDLt37zYYDAbDb7/9ZliyZIkhNDTUEBERYfjggw8MN2/etDjGkSNHDIMHDzYAMHTv3t2wb98+YdvUqVMNAAwDBw40fPPNNyp/YkREpBbGICIi0gpjEBHZojMYqud2JvJSEydORGpqKiIjIwEAd+7cwddff40jR44gLS1N494REZEvYwwiIiKtMAYR+aZaWneASImjR48iNzdXCE4AEBwcjOjoaNy8eVPDnhERka9jDCIiIq0wBhH5LtaoI69WVFSEr776Cv/6179w6dIl3Lx5E4cOHcKyZcvw3HPPad09IiLyYYxBRESkFcYgIt/F1Ffyeh999BEWLFiAkydPIiIiAgMGDMDMmTNRp04drbtGREQ+jjGIiIi0whhE5Js4UEdEREREREREROQBmPpKRERERERERETkAThQR0RERERERERE5AE4UEdEREREREREROQBOFBHRERERERERETkAThQR0RERERERERE5AE4UEdEREREREREROQB/j91IQ6HsSqCcwAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_mbins()" ] }, { "cell_type": "code", "execution_count": 44, "id": "67fb9966-cfd9-400f-b604-787daa5b1955", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_sfrbins()" ] }, { "cell_type": "code", "execution_count": 45, "id": "6ab01ed6-f7bc-4d4b-9c02-712302518b9e", "metadata": {}, "outputs": [ { "data": { "image/png": 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6mmi7MKTBkq6UHut3VubdQYkvANIUk3a6PnGbJGmDrTRDq9TLMDiVdIgVfPzwsmRDVpZ/IL6ECm8pAHiJwqsAAD8QXzLK1q1bdeedd6qkpERTpkwJujsAkBjxJVRIdwUAL+XV8gt1ZuvWrRo1apSuueaaoLsCAMkRXzLGnj179M477+jZZ59VaWlp0N0BgJoRX0KFQToAQL3DDRQAwC8NGjRQ//791aVLl6C7AgDIMIx7IutkW52AbHs9WY+nI2WE6A3U3Llzg+4KstVJ1jXbrNfzkO06PiS+zk/Edj9vLFHc+nQRP4ITfc937NihgoI7vDko8SXjNGjQIOguIMu5uc7H1KGztzscI9I6+XHNGJagfl2ymnVhiFHROn2J3hu7MPTXc8SXUGGQDgC8RE2HjMINFICMQXwBAPiB+BIqoU93pWYQgIxCTQcAgB+IL1mpffv2atmypVq2bKnJkycH3R0A9RHxJVRC/ZbaawZ169Yt6O4gQ2TlFOQaJJvmnsqj0xG8uf+RZj8bdC+QSPv27RWJRCRJI0aM0IgRIwLuEcIocapP9YJDiuuP97PUvD7hNb9L8m1qQswA6taqVauUn58fdDeQoRxTVBPFouqUTm1IHoui7fb0z5hY1Mraz9ymVRopt0nuW7yIP+nEs1TSXMPCel1lgfYD/gn1IB01gwBkHJefKA3oL/U+XSpo53WH4AVuogAErjYzFkL9P34AQKCIL6GSEW8pNYMAZAyCHADAD8QXAIAfXMaXuc9Js+d53pt6j5ANhESiKdnJnphEOlO4GDmS4bKAqhH6KqEAahKTNmRLOzWf9Pq+de2NSRuqXm9/omvu5hLrB9tTYY2i+P1jYoLtGK6e+kdMCC3iS+apqKgwSyUAdebGBNfxDfGlExKlsEZuql7oaa12TJ21H+Pl1Ms0eHFfk06MS+fprWHnx9PD3caXi86XzjxdanqYJ91AtawJ2RRdBQCkq6KiQpWVlUF3AwCQZebMmaOFCxfq7bffpnQPACBlWTOTjnpBAMKgIq/qy+2+qDvRG6icnBzNnTtXAwYMCLpLAJAQ8SWzFBYWqrCwMOhuAEBSxJdw4S0FAA8R5DIHN1AAMgnxBQDgB+JLuPCWAmnyq55b0keDJ3lUeaJtnfZLpSYE3NmbG9HeXHf1Z/bmGpIMbzsEII6X172Ex3o//tocw1ZnTkOqto10sfdlX+fzVW9r1rmrqQ8prne7LeoW8QVAKozx1rLTfUIqGo7cIUkqn2hlqkWG2s5hq+1mll3s7V0sSoVZt9tWH8/eL6f7HXuJSDf179Ldz0tu6symivgSLhkxSEfRVQAAAAAAAGSz0A/SUTMIQCapyMtTRZ67DxUq8gxJe7ztEAAgKxBfAAB+IL6ES+gH6agZhLDxYopxbacrO025djudnXQmb1Xk5qrC5XTxilyCHFAXvLyOJ5KzaaS5XDm/KnX1xKJFZtuyzSXW+ujC1bYDDLEd35YaaxQ59T31cgnJ+p2stAIxIzjEF6D+SpRu6XhNb5XgOh1t/62tbYJt/2nWYvn7Dg9ktO0Xc97ocTfULr6ksm2y/ezx0O29kdP+YYh9fvaB+BIuoR+kA4BMUqlcVchdkKukngMAIAHiCwDAD8SXcMkJugMAAAAAAABAfcdMOgDw0F7laq/LT6L28kkUACAB4gsAwA/El3BhkA4IoWQ1EJLVJEhWtyIMdRWyVYVyVeFyknKFVZkKQIaIucZ2sa/Z11p8v+rau9RWK8den26o8ZUk6erptt1tdejs9ekiQ+LPa1fb+JHOsVC3iC9A9krnepu0Dp2tNtzFxiHm8iM3ORzsRudzNTxphySpXFZtuqPO/NBcXmOvhfpozX10ej0J71Vax6+P4VRvr1WCOnQO70mien5ONb7rU41W4ku4MEgHAB6qXZBz9wkWACD7EV8AAH4gvoQLNekAAAAAAACAgDGTDqhBOtOZkz3mO50p0UkfrW73xC3p7+MSabTJ8UkUULf8uP7EXENPso5rLLFtVJ2Oak9xPXGJlcK6NPJa3LY5fUqs9dO7W8tTq5ZvWjLWbBs//fbkfXDobzrX5pj03PfjtyU1NlyIL0D4Jfo/eLLrotv15vl+a2+1tj1Ad1jN1WmpDZfvMJvK37fSWfWmtdjjzLclSa+rj9m2pnVHc9l+jN3j86v74tz3ZPcl0RRXSVaqrj0Nd4Itvqy371kdh21pvMb4RO/jLXHnchursjHGEV/ChUE6APAQQQ4A4AfiCwDAD8SXcCHdFQA8VKHc6ickpf9Vodyguw8ACKmwxpfVq1erX79+euutt3w7BwDAP2GNL/UVM+mAH3GbKprsyUVJt51j+2Fg/H4xKUy2bY3C1I5fU3uqkj0RCQDqmh/Xn5xNI83lyoNsT1btYp0r5z9VqauVU62nuPbWy+by0ods6apTFbdtdH9JGlN0pyRpfBfbPu8nikWpP4HO7HcqcS2avmt7wqxRlHy3VPuA7NWuXTvtt99+Mgwj6K4AnnJTTsGL8jOOTx1tnWDj6BNMbSmhetnqwws6x2qfVvWtTfOvrLYzrcU1Q6101kPGb4w71VHrbU93fcXatlH1k2ATpqg6PDk1xgaH9gmpv3fGeGu5tuWHiGUIAwbpAMBDFcrjEeYAAM+FOb40bNjQ1+MDAPwT5vhSHzFIBwAeqlCO62nfFR73BQCQPYgvAAA/EF/ChUE6APBQRS1qMxDkAACJEF8AAH4gvoQLg3TAjySrJZGsHlzM+gTHGmS0ij/v/CHWtk/E13WJ6csT7uoPeVlngZoNALJV5UETrR8esl3rptq26VtVX85eW+6OzaPN5UFFVnG3C4uelCQt1Ulmm73+3B3/sfaLShQ/0qmRlLRW6knW+mj9uZhzKX59OqhdCiCTeVrL+SZbe3UNtYTXyFYO+21w3tZc/6jV1jBaI+5HrjvzDklSV71ntr2nrubyxetnmct/2T427lj2/da8adWkK38zv2rBoQ6dZKunZ3tdxnqrXzFx6WUX9zi2Wnjp1M+u7XrALwzSAYCHok86crcvAADO/I4vW7du1Z133qmSkhJNmTIlZt2ECRP0xRdfqLS0VEOGDNFpp51mrlu/fr3WrFmjRYsW6eSTT1bjxo1d9REAEAzuX8KFQToA8FCl8lxPF69UxOPeAACyhZ/xZc+ePXrnnXf07LPPqlu3bjHr7rvvPq1du1bTp09XWVmZOnfurPnz56tt27aSpNatW2vx4sWu+gUACB73L+HCIB3qhUTTlZ3ShpKmlQ50TgV6o7D6P7UDe1vbFjpPv3Y0y5ZLNCd+dcLUp4Hx69OZku3lVG6308azaTo5NR2A8It0sZaNJfHrczaNNJfvP/B35vLVethcfqeoKnV1iq4x23robXN5g6yyBuP1J0nSss2dzbYTlywyl6Pt9r7kbrbSaO0cr62216P346+niUogJDxG1BDbfkXpX5sz/XoeNn7GlwYNGqh///6aO3duTHt5ebluvfVWPfXUU5Kkxo0bq3fv3ho3bpymT5/udCgATmypoBpffW1sleD+w9Zu7mdL6WynD631PavSThuOtNJSZza/1Fy+dPtMa9vmVd++V1Oz6SMdZy4P1TRz+dXmv5IkbdQhzsdy4pSmKyu1NfKK1WZfPso431xeE02N3eCcApssrnhxL5LqubIJ9y/hwiAdAAAAkGWemLxZcyZvliQZ8aVuHTVo0CDm50WLFmnbtm069thjzbZOnTppzJgxnvUTAABYGKQDAA/xSRQAwA/pxpcBIw7RgBFVs2BKdlTonIKlaZ9z5cqVysnJUbNmzcy2Zs2aacuWLfruu+9i2gEAmYn7l3BhkA4APFShnFoEuRSnOgAA6p0g4ktxcbGaNm2qnJwcs61Ro0aSpNLSUgbpACALcP8SLp4N0i1ZskRdujgVNAH851RfIOJQ1y1t1fXnonXfJMXWqbPVpztNVUWTBxlWjRZ7HwYVWu2z5xTFtT0mW026JPyuHeeW22NlU80Ht09HWjh3q96Y/a0PPcp8xBfUxKm2aFr728pqDSqq+qGyr+16bKsTN7XIqk936ua3JEkDD7Qu9MfpI3P5bfUwl3vrZUnS+wd2N9tybfXpKufvW9WXqfae7WsuJX1tV1uLRlF8jR37/vZad5Xz7ftV79PFdq73k9eyq63a/v7qk9o9fc/dTVTz5s21e/fumLZdu3ZJUlYM0BFfkAq3/29Out9vrUVjfIL6aNW16Ow1577a3sZcvu7MOyRJU7Zb9VE/U1tz+Z7mw8zlDlopSTr1m/+abV0Pfs9c3l87zeUjPv5akrTw2J/H91uSelqLR51ZVSNvTXV9PEnSm9aiWX9uqG1/W825NbZ6e+Z78qitzbZfZIND7b4NyevMRdsT/f78ikGZEuOCiC9ILCf5Jqm55557vDoUANQ7pw5ooVEzjwq6G6FEfAGAYLRt21YlJSUqKysz27Zs2aKWLVuqSZMmAfbMG37FlwkTJujyyy/X4MGD9cYbb/hyDgBAdkppkO67777TM888o3fffTdunWEY+vOf/6zHH3/c884BQKapUF6tvuob4gsApCaI+NKzZ0+1aNFCS5ZYU0pXrlypPn36ePWyfBNUfLnvvvu0du1aPfjgg3rooYd0zTXX6PPPP/f8PADgFe5fwiXpO/rhhx/q9NNP1/bt2yVJAwcO1GOPPSZJWrt2rX73u9/pv//9r/785z/721NAqU03d5pWHFHqj+u2c0qdNQptGxRaxx2sqjQp++PLZdvW3v5YYTSVykqpSngOhz7Wdsp0Kvsnm56drL9uz5vpKmtReLWynk0XDzq+TJgwQV988YVKS0s1ZMgQnXbaab6cB+6lct1zak90TY/K2TTSXD7+wOXm8uzpVdfkVUvamG2P6BJzebjutg5yYNU3e4rrCzrHXH5is3VhHHPgnZJiU02dGLbU2tjXkOTaaU+TtVdOeOiWuPNW9t1XTnL7lFT3wb7e/2t2fYgLXqmL+FJRUaFIJGL+3KBBAw0fPlzz5s1Tjx49VFJSoldffVUvvviiq37UlaDiS3l5uW699VY99dRTkqTGjRurd+/eGjdunKZPn55kb9S1VFMRXV+nWtnuRVrbjre+eqFnfF8kqeG24baDVKW5Fja3/uO9UYeYy9t0gCSpR/O3zbYjZA0Kf6+m5vKpt1Snuba3jn7cOavM5bx5trNe3FCStFP7m22vNv+VufxLWWmyayJPVy20stJdj1r/obX+pqr2hsutlN3yiQne00erv//Woe3HNjjc89nfZ6f/Hzj9HlLg9j4sU2Ic9y/hknSQbsyYMWrVqpX+9Kc/6bvvvtO9996rl156SStXrtTNN9+sdu3a6b///a86d+5cB90FgHCr3dOR6leQCzK+RGc6TJ8+XWVlZercubPmz5+vtm3bJt8ZAALgd3yZM2eOFi5cqJycHM2dO1cDBgyQJI0ePVpjxozRsGHDVFxcrGnTpqlNmzau+lFXgoovixYt0rZt23TssceabZ06ddKYMWM8PQ8AeIn7l3BJOkj3zTffaPHixdpnn30kSWeffbZOP/10VVRUaMyYMbr55puVl8cURwBAeoKKL8x0AIB4hYWFKiyMnxqfm5uru+66K4AeuRdUfFm5cqVycnJiHqrRrFkzbdmyRd99911WPGwDAOCvpNHp6KOPNgOcJJ188sk64YQTdP/996tjR2tK69tvv60ePXo4HQLwTMIpw7YnrkZTLxNNS0761FfbsaLHGGS0sm3g/BTW2ZENVd+fWBzXl6rzFjm219TmBd+mZ9uebGtP+/WjL5lkr3Jq8XSkSo97E25BxRdmOmSOmGu37QGM9rTQZPtFUz0rD5potkWfpipJS2U9cdXoVJXm9ydZKXAn6n1zebXamcvRNNfN+qljH6Iprnb2J8FGY4Zkpd/mbnY8VIxkqbwxT2etfuprohRXu+j7E7G1JUslTvYUPXjLbXxZPPcbvT17ow89Cq+g4ktxcbGaNm2qnByr7HejRo0kSaWlpY6DdO3btzdTjEeMGKERI0Z41h/UrLbXqmSpk/Y2+zXSzCh/2fn85e/nm8sNT9oRt76nFpjLNy+cVLXQ3LbBx7blQ2zLB1R//9JqyvuNbf3F1mL++nJJUu8DXjfbzsr/j2N/jzLOlyStecVqW/OK7UmvPau+lXe2XlfMe2PbzzzmeFu6rOzHst3znenQmQ0O77Nsv2v7+ptsxxrvcCybbI9r3L+ES9JBujVr1ujVV1+VYVjTGA888ECtXr1an376qSRp9+7dmj59uhYsWJDoMABQL9SmgGp9my4eVHxxM9OBmygAQXMbX7oOaKXjeh+k/xa85EOvwimo+NK8eXPt3r07pm3Xrl2SlHAW3apVq5Sfn++4DgDqAvcv4ZL0N7Fs2TKdddZZMUFOkubNmxfzs73ILADUV7Wr6VC/PokKKr64menATRSAoBFfUhdUfGnbtq1KSkpUVlamxo0bS5K2bNmili1bqkmTJp6eCwC8QnwJl6SDdEVFRbrhhhvMGxgnZWVlmjBhgqcdi+LpewCQnYKKL25mOgAAMkdQ8aVnz55q0aKFlixZYqbRrly5Un369PH0PACA7JV0kO4Pf/iDjjrqqKQHGj58eNJt0sXT91CThHV5quujJaxDNzC+bk6yGj9p98FhvVPtnnT66LZfvtVQeKLm4zr1IdvrOUh8EpWOoOILMx0yR6JrrL3uWrQ+XSThMz+q6rGdaJxhtiy1bzvVWtxbXXqnlax6cR200lxuoW3m8t0aHrftcN1tLi+UVecqeoz2078y2wYZVidmd6nqY85/SqzOnGSLD/b+Rtvft703DyW4tkZf29VWk+FcVlVSatdn6tAFh/iSuqDiS4MGDTR8+HDNmzdPPXr0UElJiV599VW9+OKLnp4HiTnFDS+vT/Y6dDH1zVrH1zyLcWN8H6478w5z+e8JzlfYvOoGoZusmtdn6DVzeeGpP5cknfrNf62dHklwMKcSqo1ty2XW4o7WDSVJy3M7m22vfdPXXI7YUhy/2t5GknP9PMl6DY/ocrNtuKzX/pczt5rLf1ZVfdQ1rW116GzvqTG+5vupZL/rdP4W6lOMI76ES06yDd566y1NmzYtbtbBj3Xq1MmzTknW0/cuvfRSSbFP3wOAsKpQrva6/HIbHDNVUPHFPtMhipkOAMKO+JK6oOKLJI0ePVp5eXkaNmyYfv/732vatGlq06aN5+cBAK8QX8Il6Uy622+/XcuWLVOjRo20YsUKs3ZDw4YNdfTRR/vWMZ6+ByATUXg1dUHFF2Y6AMhExJfUBRVfJCk3N1d33XWXr+cAAC8RX8Il6W/i9NNPV6tWrSRV3di8/PLL+vOf/6zXX389yZ61k+7T93jyXvZJNl092bTjRGlSg4xW1jbRFFNb6qbRzSoiPNh4KP64trRU44Fb49YPLrSO/1ihczqrU5ptzOsprN2U6kTvjWOabYL3yTEV2J7iakvJrW1/UT8FFV+kqpkOY8aM0bBhw1RcXMxMhwxjWJMglbs5miK6r7W+KH59O60223oXvWwu33bRX+KOf9WXM6wftluLi0480Vw+Ry/E7bda7czlC760Bn0jC6r+AzuoaLrjttHU1cqDrKacTSPjji9JFUVVrzMy3XbdHWJdj2PSetU9bn1kqm2/92tO5UmW6pPt6T/IXEHGFwQrnfsDx+te67gmGesTHKyVtf9R6z+UJK25yXbMCda5jhr/YdzuU7ZfYy6fbrxtLh9nSwV9QedIkqbvuMJsy/s/6xhHfPp11cK/bQc+0Fr80PaslI69qxeOtW37rW3Zlq36eW58eanhB1s1HBs2sjYu71z1YK2Gy+PbJGnO8kJJ1nskSX+/yZp4E/PeDFXctmtaJ7hvaZXkfspBOttS3gFBSTpIt+++1n96O3TooA4dOui1115T165dY7YrLS31tJZPuk/f48l7AMKgQjm1qOlQ4XFvwi2o+CIx0wFA5iG+pC7I+AIAmYb4Ei5Ja9I5cXpS0uOPP17rztjx9D0AmShaeNXtV31XF/EFADIR8aV2iC8A4Cys8WX16tXq16+f3nrrLd/OEUZJZ9K9+eabGjRoUEzb+++/H9O2d+9eLViwQEOGDPGsYzx9D0Amqt3TkerXTVRQ8QUAMpHb+PLB3C/1/uzPfehReBFfACB1Yb1/adeunfbbbz8ZRv2qe5d0kO7bb7/V+vXr1aBBA7Otbdu2+uabb8yfd+/erdLSUk87Zn/6Xo8ePSTx9L2w8itHP6YOwJz4cyUSrTmXqI7A7MgG29YOx7PVnZg9pyhutTHfqlm3YNYv4tY/pvh9JMkodGhLo9ZB0hoLtpp3MfXikhzD7aPKIwNr3I16DUgqqPiCYCW61iWrQ5roGHqoehtb3bV5Re+Zy8cf+CdJ0jWaYrYdoK3mct4224Hvqf5+sa3tEWuxe/FSc/lPp/1ZkjRcdzv2cd5hZ5vLJx62SFJsHbqlkdesjU+qfg22GnGVB000l+316SLVZe3s9e2e6GOtXzrdSvNLxu31H5nlhAGHqX3vn2lUwSPJN84SxJfMkaw2steSXvds9wFO9elibLD6vqb69qDhtjZmW7ns54qvSdem+Vfm8uuvWPe4w8+04spdO26UJOXZy6DeYy3u+qjqe57trv6zRdbyAfYTbqz+vsrWdo5t2RYPj/+maqP5B59uto2UFZfU3Fr8aP1xVa/hJus1XLz+QXP5kVculyR1PdOKzWt6dlRN1rS2rd+QrH5qjYeK4fbvingYnIYNGwbdhTqXdJDub3/7m6655ppkm+mBBx7wpENRPH0PQCaKPsLc7b71SVDxBQAyEfEldcQXAEgd8SVckg7S/XiqeCIDByaZVuMCT98DkGlq9wjzSo97E25BxhcAyDTEl9QRXwAgdcSXcEn6m2jatKlj+7p16/Svf/1LlZWVGjhwoDp16uR133j6Xoao7fTfmGnuT1jHikkPjaZvJlhvP8ZQTatqs6WqGg/cai4PvvKhuG2nRZ/3LSkSsbaNpsNGU2glaXDhQ3JipsYOTJ7K5ceU6Zj3w/Z/Tk/SyRy2Zdq3s7DWdAijIOMLgpPo2pHsWnWSFjlv26Xq+02G9XSxfjusWfff5h8Yd6wWtpyeBw67zFy+6tMZVQvXW9tuttUqPvANa3ncw3+pWnjFavv0xkPjziVJ7bRaUmy6q5mmK8moDh8xKTsP2d+nEnMpmuZqP5Y9NTbmvanOiLWny1YeZL239vM5pxD5G7eQHuJL6ogvmcOLa0ttr1UJ9zfTLJ3aYkX3i0mRnWYtfrW9jblcPjFfknTxeCsl1J7i2ueb160dL6j+XmA77re241aHh581duyWfvZT2w/RdNff29oGOO83/OAJkqRttoTZ13SGuWxvf711dZrrb639oymuknT6mfMlSUdVx0J7myS9vb2HtWP0Pevt/D47/a5SuZdJWjaoett0/n6yKUYSX8Il6dNdf/rTn+rAAw9UYWGhZs2aJUlau3atTjjhBN1xxx2aN2+eevbsqQULFvjeWQBA9iC+AAD8QHwBgPDYunWrRo0a5ViGYMKECbr88ss1ePBgvfHGGzHr1q9frzVr1mjRokUqKyurq+4GLulMuq1bt+qf//ynLr/cGg2//PLLtXPnTs2bN0/nnXeeVq9erWuuuUa9evXytbMAEHYVyqnFJ1FJPzfJKsQXAEgd8SV1xBcASJ2f8WXPnj1655139Oyzz6pbt24x6+677z6tXbtW06dPV1lZmTp37qz58+erbdu2kqTWrVtr8eLFrvqVyZIO0nXs2DEmwD355JNauHChrr32Wp133nmSqh6N26xZM/96iTqX7Ol76aRI2lNF7U9WNdufSH6s6LaPJejvG8bL8W2F1kVgsJxTVHtteLdqoZWt0bBSX6NPal0g61inRXrH9UuypZsW1pyyZW9PZWp0Kk+0lX70HjzhfDFLZyq2OW1/TpINE8imKeDp2FuLwqtu98tUxJf6KZWnuzpdM2Kehmp0t5avrvr2sqxr88X5s8zloTtmSJK+z9/PbGsx4Qdz+aovZljHWlb93VZL/sCN1rIeti1XPTRWe/8d19Wq/uokc3n29Op81qnO20aq2080rFSipdbDWzXwQOtCHD3WiUW2x/edVHPcsVeLcRMHEA7El9QRX+qX2l6rUinDkIyZ5mpL+Wx40g5z+Zrm1hPGt42vShW1p39e9fwMa8fDbAc+surbm7aHM7exrd5e/X2VbZJRe/v67dZy884Ox7eddtlEa89omYattrTWN2UNaNuf5GqmqL5pNf3lTKvMwja1kCQ9okvMtjWv2J7eattPE6pjWCtbSQj7E3dtJSac7qfs6cbplPxx8zfkRZptWKQbXxZNfl+LJ1c98d4wjBq3bdCggfr376+5c+fGtJeXl+vWW2/VU089JUlq3LixevfurXHjxmn69OlOh6o3kg7SHXHEEeZySUmJRo4cqZ/85Cf6y1/+ErPdt99+++NdAaDeqV3h1YrkG2UR4gsApI74kjriCwCkLt34cvKIk3XyiJMlSWU7duuOgr8n3adBgwYxPy9atEjbtm3Tsccea7Z16tRJY8aMSbkf2Srp3Pe9e/fqxRdfVHFxsS6++GJt2LBBkydPVkGBVb1y0aJF9XIaIgDAPeILAMAPxBcACLeVK1cqJycnZkZzs2bNtGXLFn333XcB9ix4SYdLJ0+erLPPPlufffaZDMPQDTfcoMGDB0uS3n33Xb3wwgv6+9//nnSaIwDUB5W1eDpSZT1LRyK+AEDqiC+pI74AQOqCiC/FxcVq2rSpcnKseWONGjWSJJWWltbrcgRJB+kOP/xwffLJJ/rkk0/UvHlztWpl1eA6+OCDddlll+myyy7zs4+oI6nUCXLcL0nNsmhdt6oDT49rnz0wwXkHWrvNnlO9re24gwqn29Zbn4RGa8PZ+2V0i1jHXWz9h2y2vW/V7LXsItXnNQptx19vO9Yc61iPRc9rf79s9fbMmnW2bdKpzZRs216Kfw9+zM3jxRMdK+l+GVKDwWs8wjx1xJfsF+liLRtLqr+nUPsnul90H0mxdddspUqMXlXXZHvt0b9orLl8Yf6TkqQL/vSitdNS23G3WYt7dld9bzDatr7YtmyrVafqGGWvdbdSHczlOzZbB4nWj1s61VZLzybnPyVV6+119x6ytrXXc42+zKVd4uvySZJR5PA+DUmttmltZGINnkxDfEkd8QV2tb0+2euc2WulaUP8tfWo8R86HuPvra0UvsfXny9JumjHM9YGtppzamwtflDdbqtCqs225eqSdbrgEKvtMVst1cGdbRufXv3dtu38y043l+/WcHP5IlXFTnsdukNkHdj+Or/a3kaSdM2ZVt29NWpnLr+nrpKkVrLFsjOtxTVDbfXpbqx6f43xVlPCe9FW8b9Le/26mPY6jEuZGAODiC/NmzfX7t27Y9p27dolSfV6gE5KYZBOkvLy8tSpU6e49jZt2njdHwDIaDx9Lz3EFwBIjdv48uncT7Ry9kc+9CjciC8AkJog7l/atm2rkpISlZWVqXHjqpHpLVu2qGXLlmrSpImrY2aL+ndHCAAAANQTRw84Rn1m9g+6GwAAmHr27KkWLVpoyRIrbWLlypXq06dPDXvVD+4eEQXPhCk9JKUUJIc0TXtKp9N+ydI07W2DZeUwDTKs1AQp/jHM0RRYSZItZVbzb5UkvTHrF1abbXa1PU12aPUzw3tteLfGbSP2c8mIW1/V99Q5vdfp/C0k2zbR+mTbOqXnhulvNBPsVa5yXX4Slc6jz4Ew8fL6JclM37SntdpTOjXVWvxT0Z8lSTN3DDHb8uxpQ2urvx9oayuzFt9731o+oUDxhtqWp9nO+2DVeS/WLLPtwi4vmMtPLTknrv2mJVYa7vgut5vLxx+4XJK09CHb+2FLUT3ROMNcXlr9nkRTZCWpcv6+5nLMNT16vJPiY6/k7TWd+OA/4guyUV38PzPRcZOV9El+LGu50fYdcdsO193m8rnrnzeXf/Z8dZ0FW1qq/QHMq2wxLJrm+jPbpp/alltGF6wwoMHn2DY4zrZc3f6/Uw+I6+uP+ztHVTcCG2Tdj/XUAnP5KK22dmxe9c2e4mq3JvJ01YJxfnybJMm2/Gj1e2pLd03++6v9343T34IXf4/plBpyU5bIK3URXyoqKhSJWGWjGjRooOHDh2vevHnq0aOHSkpK9Oqrr+rFF1+s4Sj1A4N0AOChdB9h/uN9AQBwQnwBAPjBbXxZM/cjrZ69POl2c+bM0cKFC5WTk6O5c+dqwIABkqTRo0drzJgxGjZsmIqLizVt2jRKEsjFIN2//vUvXXHFFXHtn332mZ577jkdccQR6tevnyedA4BMw9P33CO+AEBixBf3iC8AkJjb+NJ2QGe16n20Pi8YW+N2hYWFKiyMfxphbm6u7rrrrrTPm+3Srkk3c+ZMTZw4UcOHD9fixVVPk9yyZYu6dOmi448/Xu3bt9fIkSNVWlrqeWcBANmL+AIA8APxBQCQKdKaSbd27Vp99tlneuSRR9SkSRPNmjVLzz33nL777jvt2LFDPXr0UF5eni666CKNHTtWEydO9KvfWSNMNVyS1Sazi6ktNyfB8RzanepO2NveMF42l3tpsbXjhqr89QWtrDpzQwut4kDTCm1Fg/5Z3WYrJNRLVs25obaiQqdFelcv9Tbb7LXwHvtnVY2joVda+8T0S/ZadVVmP2H7wV4rr9DhPRuYvA6Hm/oETrX/UtnWzXrECuIR5tmA+JLZEtY0XeLYbIq5Ptnqpun92+LaTlyyyFy+p2iYuTxF10iS8rbZDvyebXl59XdbHbrb1lrLZ9k2bRCtSWev53OBbfl0a/EcVdWZO2bzJ2abvQ7dgM1zrY2r6+mNj1j/xgcZVsG92dOrYsmgIlsRvqJWtvXdrf2qt3lisy04D0nwPg6Jjx+2cjAxNf+M+HCGkCG+uEN8CTe//p+ZSq07p3sRp/Uxx33F9kNva7/TjZMkSW9v72G2NW3+vbm8f8VOa79oLbpJVtNaW1xaZTvFEdXfuya4a9+nkUNje2tx703Wct76qu9vy+rje+pqLm+TVasuer+0UYeYbTcvtTo8/0QrIC5T55h9JOlX21+1TnxjviRpja0vatXRWt5wW9xypLXtXnS9HGVCXVW39291jfgSLmnNpLv33nu1atUqrVixQu+++66++OILvfXWWyorK1NOTo7y8qquHscee6zmzEkwcgMAWWyvcmv1VV8RXwCgZsQXd4gvAFAz4ku4pDWT7vDDD1fz5s3Nnxs1aqTKykrt3btX++yzj9leXFys7du3e9dLAMgQVZ9EuS3sXX+DHPEFAGpGfHGH+AIANSO+hEtav4kvv/xSgwcP1mGHHaatW7fq7bff1hFHHKE1a9aoUaNG+u6779SsWTM99dRTatfO+RHMCE6yqdwpTbF9ouZp4THHrc7Eidgeiz2o0MqtiaZ8JnqU+QJ1M5dPW2xIkt4otNp6bXjXtt5KQX1M1SmqtinXt7W2nWG9tZ+eqNrP6Gbl/0Qit1rHqp5efdoc6/hO6b929vWRgTVvE0nlkeEO77lTOmsqv79k0/qBoBBfMkeysgX2dEt7uqvTtSrSJcFJHqraJqdPiePqj3ScuTxzR9U1X2/ZNrAqJ+ixb6u+59tW33KxtbznOduKn1Z/f9pq2nu7tXxp/kPmcjTddOGBvzTbTunyvmN/o6m6Q4u+srVayz2K3pYk/X7zfWZb5UFWyl3OJut9iJ7Xvj76fkk/TluNjwuUMEB9Q3wJj4jt/+OJUhhr3D+FFNZU19uPFxOXWifaukrDk3aYy+WtrP16aqQk6ZDmG822gR8/Y+1oq4BglmSwhbgjT7Itf2ktP19dyiHPdteeb1VDsEoydLe12VJgS/dtaC6/fWwP/Zg9nr7+Sh+ri2dWpcF2tdWPGH7iBHP5AG01l9eoXcx3SSqfaIu6Pau/v2k1Xbz+QXP5kdYOsSqNv490/i6ATJBWuuudd96p1q1b6/nnn9fatWv14IMP6r777lNlZaX+8Y9/aOLEierdu7dGjx6tkSNH+tVnAAitaE0Ht1/1FfEFAGpGfHGH+AIANSO+hEtaM+kaN26sCRMmaMKECTHtjz76qLm8YsUKbd26VaeffvqPdweArEfhVXeILwBQM+KLO8QXAKgZ8SVcXCUev/TSS1q+fLkaNmyoX/7ylzrxxBPNdZ06dfKscwCQaSprEeQqCXLEFwBIgPhSO3UVX1auXKmxY8eqX79+uuSSSzw7LgD4xW18WT93ib6a/V7yDZGWtAbpNm7cqL59+2r58uVq0KCBWrRooT//+c865ZRTNHfuXOXn5yc/COpUsjpmMdvaH2g1MMmjyAutYw2WVWdudmRDXLtRaBXIidjWS9WP2LbVbRtkWEUWZkd6W+d9IFJ9TKseUC9ZteXsteoW6Bdx/T7V+IVtve181TXy7Md9w7Bq2dnbzdeQ4H0yazPZ1se85/b2wtjvUuLflVm/LlF9O4eaUDH7O9RmSPS3kGl1HNKpxxd29T3IEV8S8+vfaCrxIdn1JVpTLlG/EtWqM49lq1nnFEsG2mLCn2UVhzt66Tpzee+R1QuLbAfuZy12r76k/6zAtv7/rMUGo23tR1d/72w1Ndr1g7m8MN+qP7f6wKraO6duthXDe9/2eh+Kf73TNNRcXrbZOsmYA++M2/ZE4wxzuZ2sALK6uubPsk1WWl7lQbbzFmX+9RDeIr7UXXzZtGmTli1bpmeffVZ9+/b17LhhUdv/d7mpQxezvwcx0PEeKEkdOrs2zb8yly9eP8tcbqGq4nHH267X2te24wG25eifnK0+qt6xLdvq050bLXV6pG39b2zL0RJ4tn1UZi3ekmu93mj9OXvd7p62O6OLznzSXL5bwyVJR2m12Xa8lpvLG2TF523Vr91ep86sQ1d1wuqdrL48YpvYahjWsvX7cVdTEHWr9YAuOrj3sZpbcG3QXckqadWku/rqq3XCCSfo448/1u7du/W///1PJSUlGjVqlG666Sa/+ggAGcPto8sPGXCyusy8IujuB6au48vKlSt10UUXadasWck3BoAQIL64U5fx5aCDDtLgwYP105/+NPnGABASbuNL9AveSmuQrlGjRpo2bZo6dOgQ037GGWfIsA+BA0A9FX2Eubuv+hvk6jK+2Gc6VFZWenpsAPAL8cWdIO5fGjRo4MtxAcAPxJdwSSvdtWXLlo7tX3/9td57r/5Oow9SOumsdk7bxkwVLnQ+ltO2s+dY6ayDjOnx7YXTbeutqdGP/XOIJGnwlVZK6bjIEGv9A1Z35l1V9X3oldb0bL1gLfY6x0p9HdwqPkXVPq3bnm702IYhcfucZkuzjaa+PmZP2bWnuzqwp7Amanf6/SRNQX0iSeqs29SDDJ4iHsa+VyhXORReTVtdxpfoTIcbbrjB0+P6xa+/80THTZYiH9O+JL4tWXpuNEX2x05c0s5aNqqW/6zBZttKWTfYR8+z0l2N+6u+ryq2jtX+dWu5ze7qhVW2k7W3Fvf+Pr4vl+ZbMcGe3mNPbR14YNWFuPeBL5ttLxtW/Fhqe51Lp3aXJA1aYsXDpfO7WxtUh5jK+VZuVLsiK8UomuIqSUunV+2X06fE2t8htRbZh/jiTtjvX9q3b69IpKqsy4gRIzRixAhfzuNF6YQw/r8rEXsKqz3NNtlriL3vqV5oZe1z8Xrrb2aN7dr8O90oSdq/Yqd1MPuflz3Vd2z19z62NltcikmTHVD93Z7iaot3y/7YvvpUXc22VrLKC9lTUMdWl404xMyRlW6R9XrPsd1cTVbV3+H+sl7PQvUwl6PpvfZzPCKrBuNRZ35oLq9RR6UqWZkNp21Re8SXcElrkO7oo4/WoEGDdO655yo/P1/ffvutFi5cqHnz5ulPf/qTX30EAGS5IOILMx0AIPt5FV+uv/56rVixIuH66667zlUdulWrVtXruqsAgFhpDdJdccUV2n///TV+/Hh98sknkqS2bdvq7rvvVlFRUZK9ASD78UmUO2GPL3U10wEAEiG+uONVfJk0aZJfXQSAQBFfwiWtQTpJ+s1vfqPf/OY3Ki6ummdbUFCQZA/4IdV0VqdUVfv6mGOm8HTXaLqq/VgxKayy/rPzWLeqG1r701btqaaRptV1QGzHesxeG+SfEXPxKSM+hdWe4moXTWHV6VbbgjVWH+xPoB1a/dRXe79nP2E/2suqSTrTrBM99TXV4yZKo0163iSptfDWXuUq4jJY1ffCq17El0yc6ZBpT1hO1t+kr8H2BNQc2xNKo2mckvROUdVj6raphdnWb8eL5vLWcfuZyy32q3r6avu/285h/9M5rfp7I6tp0YMnmsv2VKDf6jFJUm/btd+eamoXjSU5m6zHwx5/4HJz+aYlY83l8dOrUoza6Cuz7amic8zlC7tUpRg9tcRqe0oXOZ7XqA5XkchEx/X2p7vy5LvsQnxxj/uXzLsO1DY2JnqSrKvj2qrtFNqe3hp9Aqokfauqh4XY00PtT2TdMaChuZz/p/KqBeuSH/NEVl1gLf7v3KrHwu7SPmbbER9/bS7Pqk4xPUOvmW0jNNlcflCXm8u3V+fZ2p/ouuYVKxX1tjOt9yP69FZ7DNxme0RtH91tLp+8veqR6eUHWG0xZXyq3z/jzNR/j14/yTfT/v7rGvElXNIepIsqKCiQYRh64okntHz5cv3iF7/Qeeed52XfACDjVFYXUXW7L2oXX5jpACBbEV9qj/sXAIhHfAmXWr2jkUhEAwcO1DHHHKOTTjpJu3fvTr5TGlauXKmxY8eqX79+uuSSS5LvAADICn7HFwBA/VQX8aWiooKnhwMAXPFk2PO4447Tcccd58WhTJs2bdKyZcv07LPPukpNAoAgVNRiujg1HeL5EV8AIBMRX7zlR3wpLi7WI488om+++UZz5sxRu3bt1L179+Q7AkCA3MaXzXPf0ebZb3rfoXrOs7mJzZo18+pQkqSDDjpIgwcP1g033ODpcTNZ0ppyDutTyb93PJZsbbb6dNEaPMYDt9qPYO1nr7tWGG3vVuP57TXttMGqQ2fWrJM0SNMlSY/9c4jZtuBKq87cYRGrPl2baA2Kk63D2mvhvWFYhSV6bYjuZ513UKFV/66XFsf3t3C61Udbfbva1jpIVGcw1eOmUlOQegz+q1BOLW6icjzuTXbwOr5EhWWmQyb8u4y5Pp2URi1Op7hl279yvrXtiUWLzOVTN78lSVp44C/NtrxHrG1btP/B+uGL6u+9raZ5J55tLl+g6lp2Jc59PPrLdebysiadJUlL+9puqq927mNvo0KS9JWtPpG95tz4Lrebyzn/qTp5tDbdj48VrV934fQXrH36WB2u7LuvuRx5v+Y6o5Eu8e3U5ckOxBfveR1fCgoKdO211+raa6/19Lj1Ucx1rXV1W4I6c26P6+hGa33DkTskST2aW8HKXu+tlaz7ALM2XK5VG67PxtfN5fyN5ebyjnFV9emalFhtebbX9sCxl5nLV308Q5I0/1ir2PYTx1qFqttptSSrhpwkfbW9jbn8dPPzzeXoNm+ql9l2+pnWa7PX0/teTSVJ5+tps81+P2Wvx1f+fnXN3lbWe9do+w7rBQ2tWm/dbUna4H9cIt6lzm18aTHgl2ra+yRtKXCuowt3kkbs+fPnJ9vEVw0aNAj0/ACQjr3KrdVXfRJUfCkuLtZ9991nznRYtGhR8p0AIGDEl9QFff8CAJmE+BIuSWfSTZkyRa1atVLjxo0TblNSUqK1a9d62rF0tW/fXpFI1fj8iBEjNGLEiED7AwCoWVDxhZkOAJDdMuX+BQCAH0s6SPfiiy/qpZdeqnEbwzDMAbJUXH/99VqxYkXC9dddd13adehWrVql/Pz8tPbJNMmm7CZbnyidUk9U7zfQedpxZGD8toMLrSnVQ+3prAOtfKPoNrPnWCmjhjU7WyqMT2G1P4rcnlY6tPrZ5/OustY3u9JaPuwJKzXWqJ5MHXnkVlubdY5IH2tbp37NtqWNzo7bUtLADU6t5vub6PcQ89qd1ifYz/y9PeGcgpzOsdKR7PXAWYXyFHFZScDtU5UylR/xJZt4+W+wtumOidIp0+mj2YeHbNtOtRbbFa02l+85cJgkqfuXS822T39/qLl89OVWimo0bmw9fz+z6VsdaJ13RdU1/8TfWzMmo+lBknRqE+viXDm/Kq100BIr/syeXmQuL9vc2VpW1fLAA62gccfm0ebyU0usgPaUqtNArEM5s70f6mMtRtNlJanyoKrv6fweuY5nB+JL6ogv2SWa5ppKLEsrLlWn0TZcbkvNnHC3uVj+aNUxNqxvJScPyLoxeV8nSZJe0xlm24Zzrf2a6ntzOZo2OjzfOtfdx1rpoz21wFxudEixJKnQVlrhkVcuN5evO/MOSdIB2mq2zWx+qbn8gu3m6mLNkiRtUwuz7ZLqNik2hTXKntJ7jqySDL9pbaXB6rdxu6n8gLvjG22S3veksC28Q3wJl6TvaJ8+fXTttdfW+ElUWVmZ7r333pRPOmnSpJS3BYBMUqlc1wW6K+vZdHE/4gsAZCviS+qILwCQOuJLuCQdpBszZkxKTyXab7/9km4DANmuKsDx9L1UEF8AIHXEl9QRXwAgdcSXcEk6SJfqY8N5vDgAIB3EFwDw33dz39D22a8G3Y06RXwBAGSq0CcQV1RUqLKyMuhuuOamXk86efeJ6sy5qV8XUYJaarZtF1TXn+slq85cZI5VZMdYH7G1x9d+0wZr/ezFVesfO8eqFze41UPmcrQOnWTVbnjsyHetYx1lLRsn22qK/Lnq2yDDXj/CcFhy5lQ7LmKrUxdTm2lO/LaJJKujkWy9vV/231WyWndu+lJTe03Ho2YEn0TBX4n+7Sar4eK0baL9nerPGUtsx7UtyyFu2GvW6STb+qurv9vqrp24xKoT99iXVix44LDLJEnd37Jq0h1xgFWHbuuD1uyXYbpHktRGX8X1xc5eh+6JzdaF8/gDl5vLy/p0liTN7mIrHne1tVh50ETrh2htPdumYw6801werz9Zx7XVsnM6r3m+963fQ2Xfmq/NiX5nsb8fZBO38SV/wK+0b+9u+r7gjOQbA2mqbc3TdI6VyvGT1uhubfuh+lajfKJzXfNorTp7Xbbj9JG5fMz2T8zle5pX1VLdpgPMtmHb7zGXr2k+xVx+e3uPqu/qYbb1aP62ufymesX15T11NZdPP9N6enFXvSdJ+s1NVo2408db6+39/cv2sXF9maVLzOWNOsRcjt6HbZB1P7XV9tqOWv+hubymdUdJVu3AKrb/S1S/57Hrnbm5R0Ltcf8SLqEdpCsuLtYjjzyib775RnPmzFG7du34tAtA6O1VjgzXQS7H494AALIF8QUA4AfiS7iEdpCuoKBA1157ra699tqguwIAKat6whFPRwIAeIv4AgDwA/ElXHhHXUiW2heTdvREkinXLlMgo2mWydKd7OzbDtZ0c/mx6lydmHTKRMd6oirNdVDhdFujletjT1c1DbQd60hb+1+qv1tP89ZjstKdFlz5C3PZTH092blbkT5WEuugWVV9mx2xpqbPlru0YJPtNUQGWs1vGC+by6dFete4XuptHcPhbyhhXxz+hpKluHqRLpAOpp4DqaltyoabUgapbJMw7d0hddLta7ipqCrN5quiNo7roymuktRTCyRJn152qNlmT//5qTbH7T++y+01nv+JPtaF0562umzTSHM5moK6VNbM/Zw+JebyXOM9c3mpql+P2pht9uWl061jnFhUldbbW1ZMGD/dob/29OD3a05t5roLwC6da7OX6YNeXou8PJZTWqsk6be25TdrPkY0DXbDeCvl8/XWfczl09dbaaXR1Nby963U2aPOtFJC//7KGHO54Uk7Yo4vSa/LOq562jpRVfFHa9TRbGq13rrHuXT7TEnSX8ZbsWyN2jmeN5ome4ZeM9t2an9z+QBtNZe/V1NJ0lV62Gwbrjusc0Ss9Fqpajliqz4Uc4+TQpprTYh3qG8YpAMAD1HTAQDgB+ILAMAPbuPLzrmvaMfsF73vUD3HIB0AeKiyFjdRldxEAQASIL4AAPzgNr40GXC2GvfuoS8LEqS7wRUG6VxIJ90o+jRU2Z+GmsYU84QpSIWpHSvR+phU0Cdq7EJsumU07bPQmvb9RmE3c/m0OdbrNFMyv7/VbLvtKutQRreqOdGJnuhqZz5NdpxtHrUtTdaYb7UvKKxKk51tSy9NJy3YUYK05dPm2Nod3sfTEkz79hvTwoOzV7nK4SYKCaTzbzPZUzyTHdd1OQUX6fL2J7raU2RzN1upouMjVX/fTxlPmm0XdrEu5Bcusdp/q8ckxT4VNeYprLZ2M3XVXm3B9gRZK23USgUyn8wqqbKv1WymudpSTQceaMW7b3Wg9Xqi6ar2c9meBGtPk40+WXacrBTX8bbd7OeL4jqOHyO+oCZu4ktdSPT/bt/7sMEWy860netMa9HsWytr/VHG+ebyV9t3xB3W/lTT12+KT1G9+MwHzaZHbrrcsWttzvxKkrR6vJXCGnnFWh9Nh5Wk8t9WpcQ2HGm1RZ8OK1nptX8eanv6uO12yv4k2KjX5PykZ3tqbDTN9uqYWzNrvWFVGnJ3b4VQIb6EC4/iAAAAAAAAAALGTDoA8FCFcmW4vLTySRQAIBHiCwDAD8SXcGGQDgA8VBXkmC4OAPAW8QUA4AfiS7gwSOcgmlfvtlZCZI61bBQujjmmpIT1zdxIp46Q23oBgwqnm8tDC1+WFFt7bmihcx05/bOqINuCK39hNt3a1Nrv1FZVtezsdeimRQsgxKna9rTWtybv8CNV39KpQzdY1mu01+uL/q7M+nopHCsdgdXpgG8IcvBaKtcDp7iVznXE7XXNrEVnq6mWu3mk88bVLrAVFL1pyVhzecDmueZyZd99JUk5/7HqutmZdegk5WyKns/atqJoX6uP02+pPqbtALbacfa+R49V2df+3lnx4eouD5vLJy5ZJEnqXfSy2XbH5tFWH+dbfVhd1C7+RQyJj9n230OiOn/Eh/qL+IJM5Nc1K1ld1Zi21rb+rLcdpLoWXcPlVr23Na9YdeKiteHW3NRRTux14sonVtWGm3OS7abhUWvRXssuejxb6epYJ8U3tWn+lWMfvz6zhSTp7fVWnboXdI65vFGHmMvRWnYbmlu1Vu2OOtPq41fL28StLz/gbnPZ3nfiUuYjvoQLNekAAAAAAACAgDGTDgA8VFGZK6PS5SdRLvcDAGQ/4gsAwA/El3DJukG6ZFOf7XybmjvQdq7CW2rsS2RgfH9SSTty6ru9LZq+mVKaVHV6rj2lc3ChNQ3ano56WqR39ZL9NTofd/CVD0mSZs8psvrYzZocPVhV6x+7ZIjZ1mvcu1a/FlvP9p6tqmPEPO7bllYc855XW1CdIlult7nk9J7EpLjaRY9baNvHlq78RqF1Duu98ZaR4P1FOFXszVXlXnfBynC5H8KjtuUSUj3+j5nxI0GKZE37pH3ekxz2e8hqs6eV2tNZxxm3S5I+VRuz7UR1cDzfoCVVMWy1rDTRpZHXHPtQedBtcW0Rezrr1Kpv9tTZ4w9cbq0vOsM6R5fqFFXb/rOnWzEsmuIqScs2d676rs5WX/ru67jt0undq/o1JMn7aJPs9+eFZGUyEC7EF9RGOumhddkfr8/rdD+VKPVVG6q2KT/A1najtW157+r0zped+1j+fr71w4TqY02I70vVea0U1WjKbeQm28FsqbG7x1vHjVS3r+lpS7m1VQdq+dutVQs9rTZ72uo5thITb6sq3XWNrS/6rXMfYtKCzcbUSwkhsxBfwiXrBukAIEgVe/MU2evu0mq43A8AkP2ILwAAPxBfwoWadAAAAAAAAEDAGPYEAA9V7M1RxPV0cT43AQA4I74AAPxAfAmXiGHYq3xlnh07dqigoEDFxcXKz89PvoNNslosbmu1+FXjpbZ19ZLWMrKvT1B3bVp1EYSYOnVzFjtuG9Xrn1adOS2yrRhX9W1wq4fMJnv9OnuduUFGVY28x2Str8taOqmcqy5rejj1h9pC7tXmOvLjYzT4coMiLo9h7NihPYe1qlU/4C0v/jbSqRMXs1+Sa4qX/+aTxYeYbbs4bJjI1fFNOX2s2nAVB1o13JLVt8nZNNJ5v+nVC0Nqrrdkr5tn33aq8ZXV3S4PVy28b+uLbb8Ti+LrzNmPdaJhr2/X3eqPw++da3b9QHxBIl78bQSlLq5f6ZwjnXs6tUq/v/b6bDE17Wz13IzxDuun2ZZ7W31ouG24JKm8s+33viFBDIzWyOtpa7PVpDt9/XxJ0us39bEabbXlYkT7Y9s/UU26aH+IT+FFfMlezKQDAA/t3ZuryB4KrwIAvEV8AQD4wW18MZ6bJ+PpuT70qH5jkA4AAADIUtxEAQD8EOl3gdTrDBlHPh90V7JKvR6kSzZ913Uq6RMO06zn2I5bmORYtm3tKZ9Jp3o77JdwH1sfB2u68zYOZkc2SJIeW2+lsNpTXHttsNoXtPpFVb+a2jKqbTOxB7WaHnPMqn459/Gx6u/JHh9vb0/0O3F6/71IbU52LC9TA5z2Zzp6OBgVeTIqXF5a3e6HOuH237A91TGtlJyTkqSyn+RPGYZE1y1H0VTQqbY2e4qrvb06hbTS1u/I+/Gv175tKqm+UTH97hLfnui1XKWHra5H+2NPjbW9hqWyUlidvG9bH3Hor72PXLORLtfxpc+vpVPPkl78qfedQowFCxZo2LBh+uqrr9S9e3dNnTpVbdq0CbpbNXJTrqUuyjA4xsibbOvH21a0io9bia63jqmvGxzabO0R+wXdvt6eHmrvT1Rv5+OWd449ftxxE6WgVjtq/Yfm8uut+8Qf62Xbsd607WhPc61mfx8jPW0resdvi+zF/Uu48I4CgJf25lZ9ud0XAAAnxJdQ27hxo2666SZdd911Kikp0W233aY+ffpoxYoVysvjlgtAiBFfQoWIAQBeIsgBAPxAfAm1N954Q88//7xatGghSWrbtq369OmjTz75RJ06dQq4dwBQA+JLqNTrp7uGges0yznxbfY0TvO49tTbgTWnLb1hvGwu25/Yaj+uU2psTLqqvT8P3FrVF1u6a9JUXw+euBvdJub1RBLM2Y6+P4nem+r1yfqdSDppzjH78dS/OuXl05G0/Htpf5fXop07pM5NM/Z6linSSUcyf68aI8OY4Et/kqXIJ7zWuXxqbDr9MdlSUWPSd6N9sKW4Jnp6q7lPggoLhu3h3knTbJ36liR1NqYtQX8r+8b3N6aPtteeu7lqv8qDJlqNCZ4gmyzllut89iK+1B/l5eVq2LCh+XNpaan23XdfrVq1SkcffXTc9un+bQT1f8NkJWXqoi/m+WwpoTFPXE2jj0nLJSQroZOI01NjHZ7+GnO8G237TEiS+mpff6PDuexpsfanyg51aH8zwX4OT5glPoUX8SV75QTdAQDIKhURaa/Lr4pI8uOjVuzpSOPGjdOSJUvUp08f7d27N+iuAUDNiC+hZh+gk6RNmzbpmGOOcRygs2vfvr1atmypli1bavLkyX52EQCcEV9ChXRXAPDS3uovt/vCV6QjAchYxJdAXX/99VqxYkXC9dddd5369u1r/vzoo4/qrrvuSnrcVatWMfsEQLCIL6HCIB0AeIkgF2q//vWvY2Y79OzZU5LUqFGjgHoEACkivgRq0qRJKW+7fv167d69W2effbaPPQIAjxBfQqXe1KRLVn/AS27rkCU9rv01PBHf95iadHMc2hLVU3CoyzbIaGUuP7ZhiLXtC9Xfr7T92VxiTXGNPHKr8zlqEHMuFTlu41SbKWn9OnvdviT1+Ozv56BCq2DS7DlV/Un0PqZVP8qpxkWCPlL/oW55WtNhUbG0n8tPxH/YIXXP3BqbmeiLL75Qv3799PHHHzuuj/5eDznkEEUiVde6ESNGaMSIEY7bJ7sO+M2LOkExsaK6xlpMvbguihNTp85ec25q/DYx+9tqw8WYGn/cmD7aj+FQc85pP8d9lLz+qVsx8SF67jTOSxzIDsSX+mfXrl26/fbbdfvtt6tBgwYJtwtLXe3axi0vr1vp1Ka2S+f/4276EGmdwo7Rem6J6ubdZNt2gosY41SHTpJ6Vn+3155zqC0nSXq5+hhvWk32Wnl2Qf9/BskRX7IXM+kAwEt8EhUo0pEAZC3iS+hVVFTojjvu0JgxY8wBupKSEu27b80PpQGAQBFfQoVBOgDw0l5Je2qxL2qFdCQAWYv4EmoVFRW64oordMopp+jdd9+VJH377bf69NNPNX58gulKABAGxJdQybpBulSmQbvZNtm57Ps4pUamkwKZCqc0WqdjDZaVd2RPK42mccYcM9H5X7DSXSNNq9Nc7WmafazUV2OWQ7/SSOm099ee+urmke8xaasDE2zkkOpr39YpGdz+Ptol64/T+pjfYyHTybNCRfWX231RJ3bt2qWpU6fq9ttv9/S4QaUwuklLsad/2tNDHdM0i5y3ja53SoGN2zZJ2YKk6aq2NNrY9bfE9SEm5XZI1TlyNo00myr7pl46IWH8rj6H4VylIcH7W/P/BUgrQo2IL6FWVFSkWbNmafr06THtTz31VI37FRRMkNTYMbXSni7pl9ped/xKcXVqT+V+KppuWtv7PPsxEsYtu+rzpvM7S+n1RCVKkZ1Q/T0mHda2bN+vd3xKrjwYPyaGZQHiS6jkBN2BRBYsWKCOHTsqPz9fZ599tr766quguwQAyAKJ0pEAAHBr5syZMgwj7uuCCy4IumsAgAwSypl0Gzdu1E033aTrrrtOJSUluu2229SnTx+tWLFCeXmh7DIAVKGmQ6iRjgQgYxFfAAB+IL6ESihHvN544w09//zzatGihSSpbdu26tOnjz755BN16tQp4N4BQA0IcqHmNh0JAAJHfAEA+IH4EioRw3CquhWs8vJyNWzY0Py5tLRU++67r1atWqWjjz46Ztt0Hz1cF7WB/BJTn6C6lppT/Tu7hHXoBtZ8rITnrZZKbYaUa/vZatYlez3pnDdRLTyzDp2tPa2aEIn6Ez3fQHfvhxe1M+COp48wn1cs7evyKaAlO6QLeIR5mNj/NgoK7jbbk9Upi9ZBq2nbVLmttZrsuhZz/bLXe7OFCrOu2vtp1I5LI84mqotnHiPBuZJdm+2caprGeMjWxyHpH9cL1PPJXsQXJBLkPYxfde+casPZj59sfVrHt3G6P3D7f/uYem0baq5Jl04cTue8Me9Za4e2V2z7DY0/VKL3PFmN70y+T66PiC/ZK5Q16ewDdJK0adMmHXPMMXEDdHbt27dXy5Yt1bJlS02ePNnvLgIAAAAAANRPC+dKEy8NuhdZJ5B01+uvv14rVqxIuP66665T3759zZ8fffRR3XXXXTUec9WqVYzcAghehdxP++bpSACARIgvAAA/uI0v3QZInXtLiwu87lG9Fsp0V7v169frn//8p8aNG+e43pyiqTGSGjumMkrJ013qckqvF1OJk6VWmu9DCqmX6aR0OvYl2ZRp2+/EKZ3VzaPQE55LKUzlTpBe63QsRwleDzKXp9PFHy+Wmrj8wKB0h/QbpouHiRd/G56mKCVLs7Glj9pTVJOlAqV1XLvoOWxpqYnOW1sJr+mJ+hbdtjpN1p7Sq6kJNn6ftFN4i/iCRBL9baRVMsCLe4ok5WXqklM6rOScEuv2fUp23NqypxJH02Ul9/c7qe4fhlTVMPShPiG+ZK9QPjgiateuXZo6dapuv/32oLsCAKmh8CoAwA/EFwCAH4gvoRLKmnSSVFFRoTvuuENjxoxRgwYNJEklJSUB9woAAAAAAADwXihn0lVUVOiKK67QKaeconfffVeS9O233+rTTz/V+PHjA+4dANRgT/WX230BAHBCfAEA+IH4EiqhHKQrKirSrFmzNH369Jj2p556KvFO02+UmuTH1ggrTL0+Wjpc1fNJVucsybl+fNxo3yMDE+w4MP712uvTxdRlS1Kvb7Cs38NjKopbn6jmgHncOY6rrb6kUWculfoGTq8jWR26GE/En8Oplp6kmL8xQFJV4VU3Bbrfmystmu11b1DHnOKDF3U3Uz1WtP5alSTXZvu1zFZTLlFdu5qOFav210U3NUsT9TUSqXm32Pp21e+N7T2IfU9Tl06tVCAlbuNLdF9khHT+r1vrutG1OEZt19c2Xqbzempbry+tftnq3CWLPwmPkUbtcCf2unh+1N1LhLiWwYgvoRLKQbqZM2dq5syZQXcDANLn9ulIJw6QOvSWlvJ0JACAA57uCgDwA/ElVEJbkw4AAAAAAACoL0I5k86N4gul/PwfTQl+wt306WSSTaP28lHmXkz7djQwPmUz0bnsx3rMqPn4ju9NgvTSpGlb9tczJ/VjpTM13fG4A/2ZMo96gqcjZS0vUhWTHuMkd7HETdxJ5VhmmmaC9E9zW1u/3aaHJutLTHsXh8aTnF+PU38SxrAlTuu9i9/ED9SK2/iyZK70HuUUwi6d/7+mei1JVpKmNsdItj7ZvUhYr4fplCpw3PYmpbxtSlrV7ncNpIT7l1DJmkE6AAgFghwAwA9u48vxA6Sje0vLKKcAAHDA/UuoMEgHAF4iyAEA/EB8AQD4gfgSKlk3SJcw5bMOn8KZ9ClJCZ406uppdkn64HZqtdPTX52OX+MxXDx5KtHTd82n2abyep5I47VHU1ttfx91+QQoAJkjnfRQ1+dI8nTWhE/8dvEE2XTSoJKmsL7vLj3Ui3SoZE9cd5OuynUcQF2r9f/dQ/r06Lp4DXVZ1ijptuPdnTedUkJuca8CZIasG6QDgEDxdCQAgB+ILwAAPxBfQoVBOgDwEtPFAQB+IL4AAPxAfAkVBukAwEt7JOXWYl8AAJwQXwAAfiC+hErWDNIVPCWpiawaY3LOt6+LfP9k7LXW3EpWU6DWNQcG1r6eX6q16FKqOTQn6SbWeaPvb6FzfSK3dZwc+xXS+h8A6k46dTeTbtvFdlyHOnBe1ix12wcv+5NKnb+kTkq/bmpta4/W5hgAUBO31xY/apd5cY50rpt1cV2NtLadb311Wx1c2/1+7am8BuIWkBmyZpAOAEKhQu5rM1DTAQCQCPEFAOAH4kuoMEgHAF6ipgMAwA/EFwCAH4gvoZI1g3TFF0r5+YpNcbSlSJopkE/cEt9WBzyfgvyEv1Oi62I6dFqPVndIYbXzcpp6sjQrt+myTsdl2nkW4ulIUC2uSe/brxO1SyuyS+t6a0txTXbdSrX0Qtp9cNlfv3HNRqCIL6iFuk47TVZ2yM36VCSLS9EU15g2v8oHJeDHcb2Ow6hniC+hkhN0BwAAAAAAAID6Lmtm0gFAKOyV+6cjMV0cAJAI8QUA4Ae38WXVXGnlbK97U+8xSAcAXtoj93OUeYQ5ACAR4gsAwA9u48sRA6RWvaU1BV73qF6LGIZhBN2J2tixY4cKCgqk6cVSk/yEdeaccv8da9ZliNrWMligbuZyLy32pE/pcvMavK6rEP0bcPv7p85DdoheR4qLi5Wfn1+rY+iaYqmRu2No9w5pSu36AW8l+ttIWleni7WcqMabm2uGX9ecRMf1qx4PUF8QX+qXJUuW6IorrtDnn3+u0047TdOnT1fz5s0dt03lb6Mu/p8ZaV19fIdabUGqi1rOtY1xftXY4/4CqSC+ZC9q0gEAAABALXz//feaNm2aHnjgAT3wwAN6/fXXdcstDLAAANJDuisAeImnIwEA/EB8CbXi4mLdf//9ysvLU9euXbVo0SJt2LAh6G4BQHLEl1DJmkG64gul/PzE04OdpgpnaoqrZL0et9Oh6yLFNekj0EMwfbu2fwNheA0Imb1yP0eZwt51Ip10pIROsqWEOqS22lNc7ZxSSROtT0c6x0pnWz9Sav1KKwKyHvEl1A499NCYn/fs2aOrrrqqVsd0myKZzv5hS3ON8jJ9NJ1zOJ3PbYx020diHOoc8SVUSHcFAC/tqeUXfEU6EoCMRXzJGAsXLlR5ebnOOuusoLsCAMkRX0Ila2bSAQCQDOlIAAA3rr/+eq1YsSLh+uuuu059+/bVM888o5tvvlmffPKJ9t9/f9177701Hrd9+/aKRCKSpBEjRmjEiBGe9hsAkFmybpCuLqcH13XqTapTslPZti6k2gen6fmJ9idNCqFXIfe1Gajp4DvP0pHer/01xU2aTaJ0WTd9COpamOxJsj9ud7NtsvPa05UTpSYDoUN8CdSkSZNS2q5///7q16+fRo0apbvvvlujR49Wy5YtE26/ceMlkhq7+n++X08XDa1WdfsawvQUdsBXxJdQId0VALy0t5ZfqDOkIwHIKMSXjJGTk6Nx48apUaNG2rRpU9DdAYCaEV9CJetm0gFAoHg6UqDqKh0JAOoc8SWjNG7cWE2bNtVRRx0VdFcAoGbEl1BhkA4AkDX8SkdatWqV8vPzzZ+vv945TR8AUD+tWbNGH3/8sfr376+cnBxNmzZNV155ZUzsAAAgmawepPOyJoDTsfyqM5BOvxPV6KnLPtRWGOr5AZ6pzROOeDpSnYqmI02ZMkWbNm2qcZBO8ua66Pb67qVUaxl5IUz1kogDyHjEl1BbsWKFrrrqKo0ZM0Zdu3ZV165ddeuttybdr7j4RuXn5zvWIU0mWa3OdI7lSYxrbevbehf7J6tN6uKYdS2V9y6d37WbvwsgbcSXUMnqQToAqHMVcl/tk+nidY50JAAZg/gSagMGDNCAAQOC7gYApI/4EioM0gGAl/ZKitRiX/iKdCQAGYv4AgDwA/ElVEI7SLdkyRJdccUV+vzzz3Xaaadp+vTpat68edL9/Eqdqcspxm7P5dfrdUqj9fJcPKocQF1xm44kpVZeoC5TWDPheul3yq4dsQRAJvOyxE1tU2fd8iPFNRvVl9cJwJ1QDtJ9//33mjZtmh544AF9/vnnuvLKK3XLLbckffoeAASOT6JCjXQkABmL+AIA8APxJVRCOUhXXFys+++/X3l5eeratasWLVqkDRs2BN0tAEiuNoGKIAcASIT4AgDwA/ElVEI5SHfooYfG/Lxnzx5dddVVAfUGANJQIfefRFF4FQCQCPEFAOAH4kuohHKQzm7hwoUqLy/XWWedVeN27du3VyQSkbRD0i8kdVNkTvx2RmHyc7qp4+C2PpHf3NZ5SGe/2taSCPo9AoBkCgomSGps/pzoulXbGp5O11O/ruNhuPbWZY2++lj3CEDmSedalQ3XMrevwYtrupt7vroW5r4B8Ecgg3TXX3+9VqxYkXD9ddddp759++qZZ57RzTffrE8++UT7779/jTXpVq1apfz8/KSFVAHAV0wXBwD4gfgCAPAD8SVUAhmkmzRpUkrb9e/fX/369dOoUaN09913a/To0WrZsqXPvQOAWiDIAQD8QHwBAPiB+BIqoU93zcnJ0bhx4zRlyhRt2rQp6SBd0hSkwuRThusyZbO2qVHJuD1WXTyyPROmmANp2yvJcLkvNR1Cq7j4RhU8mZ/y9nV9XXO6nnJtBbIM8aVesF+76zJNP9La1of1Sbb1sF/pnNfOi/fDzTEonYCsRHwJldAP0klS48aN1bRpUx111FFBdwUAAADIHNvnSttnB90LAACQglAO0q1Zs0Yff/yx+vfvr5ycHE2bNk1XXnml8vNTn8UAAIGozadJfBIFAEjEbYwoGCDt11v6vsDT7gAAsgT3L6ESMQzD7cRG38ydO1dXXXWVDjjgAHXt2lVdu3bVtdde67jtjh07VFBQIE0vlprkp/T0VmQeUmPhp+h1pLi42PWHAea1qEOxlOvyA4WKHdLK2vUD3rL/bRQU3G22e5GOlK3XtbpIBSLdCJmC+IJEvPjbSCabr5W8NtR3xJfsFcqZdAMGDNCAAQOC7gYApI+aDgAAPxBfAAB+IL6ESk7QHQAAAAAAAADqu1DOpAOAjLVXUqXLfd3uBwDIfsQXAIAfiC+hUu8G6dLJ8aceQHj4XdeI3y88UyH308UJcqFVUDBBUmNPj5mt1526eF3Z+t4BNSK+ZDU//k+azddKXhvgIeJLqNS7QToA8NVeuS8kQJADACRCfAEA+IH4EioM0gEAAAAAACB1pXOl0tlB9yLrZM0gXfGFUn5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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_zbins()" ] }, { "cell_type": "markdown", "id": "b9450b92-4e35-4ee3-bbd9-fec439bc0574", "metadata": {}, "source": [ "As we can see, the relationship between SFR and metallicity disappears at a single mass slice (the first ten plots). Thus, SFR and metallicity are not truly correlated, but only appear so when all masses are included because each depends on mass (which can be seen in the second and third set of plots, where for single slice in metallicity, the SFR/mass relation still exists, and for single slices in SFR, the mass/metallicity relation still exists. " ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.2" } }, "nbformat": 4, "nbformat_minor": 5 }