From dd7b5bbc2ba015a67c20a404c234e7efcc2573ed Mon Sep 17 00:00:00 2001 From: cpierard Date: Fri, 24 May 2024 17:39:19 +0200 Subject: [PATCH] move stats notebooks to analysis --- analysis/Map_origin_particles_surface.ipynb | 64 +- ...rface_and_near_shore_particles_stats.ipynb | 602 +++++++ ...ertical_distribution_plots_and_stats.ipynb | 362 ++++ article_figs/Figure3.png | Bin 1066127 -> 1111755 bytes notebooks/Land_particles_problem.ipynb | 1457 ----------------- notebooks/analysis_functions.py | 236 +++ notebooks/vertical_distribution_plots.ipynb | 268 --- 7 files changed, 1232 insertions(+), 1757 deletions(-) create mode 100644 analysis/surface_and_near_shore_particles_stats.ipynb create mode 100644 analysis/vertical_distribution_plots_and_stats.ipynb delete mode 100644 notebooks/Land_particles_problem.ipynb create mode 100644 notebooks/analysis_functions.py delete mode 100644 notebooks/vertical_distribution_plots.ipynb diff --git a/analysis/Map_origin_particles_surface.ipynb b/analysis/Map_origin_particles_surface.ipynb index 35b0084..8e9d5fd 100644 --- a/analysis/Map_origin_particles_surface.ipynb +++ b/analysis/Map_origin_particles_surface.ipynb @@ -64,7 +64,7 @@ }, { "cell_type": "code", - "execution_count": 95, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -90,20 +90,20 @@ }, { "cell_type": "code", - "execution_count": 96, + "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_260242/762311612.py:15: DeprecationWarning: Please use `gaussian_kde` from the `scipy.stats` namespace, the `scipy.stats.kde` namespace is deprecated.\n", + "/tmp/ipykernel_816388/762311612.py:15: DeprecationWarning: Please use `gaussian_kde` from the `scipy.stats` namespace, the `scipy.stats.kde` namespace is deprecated.\n", " k = kde.gaussian_kde([x, y])\n" ] }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -155,12 +155,12 @@ }, { "cell_type": "code", - "execution_count": 97, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -196,33 +196,33 @@ " zorder=2, s=25, alpha=0.5, edgecolors='black',\n", " label=f\"$\\lambda_f$ = {ft} days\", marker=next(marker))\n", "\n", - "for j, ft in enumerate(simulations[::-1]): \n", - " ax.plot(all_contours[ft][:, 0], all_contours[ft][:, 1], label=f\"$\\lambda_f$ = {ft} days - {int(percentile*100)}% Contour\",\n", - " lw=5)\n", - " ax.plot(all_contours[ft][:, 0], all_contours[ft][:, 1], c='k',\n", - " lw=1, ls=next(line_styles))\n", + "# for j, ft in enumerate(simulations[::-1]): \n", + "# ax.plot(all_contours[ft][:, 0], all_contours[ft][:, 1], label=f\"$\\lambda_f$ = {ft} days - {int(percentile*100)}% Contour\",\n", + "# lw=5)\n", + "# ax.plot(all_contours[ft][:, 0], all_contours[ft][:, 1], c='k',\n", + "# lw=1, ls=next(line_styles))\n", "\n", "ax.scatter(origin[0], origin[1], zorder=5,\n", " label='Sampling Location', marker='*', s=170, edgecolors='black')\n", "\n", - "# for r in range(1, 10, 2):\n", - "# circle_points = geodesic.Geodesic().circle(lon=origin[0], lat=origin[1],\n", - "# radius=r*1e6,\n", - "# n_samples=360,\n", - "# endpoint=False)\n", - "# geom = shapely.geometry.Polygon(circle_points)\n", - "# ax.add_geometries((geom,), crs=ccrs.PlateCarree(), facecolor='none',\n", - "# edgecolor='black', linewidth=1., zorder=3, ls='--',\n", - "# label=f'{r} km')\n", - "# ax.text(3.3, -24.5, r\"$1,000$ km\", fontsize=5)\n", - "# ax.text(-14.5, -30.5, r\"$2,000$ km\", fontsize=5, rotation=70)\n", - "# ax.text(-25., -30.5, r\"$3,000$ km\", fontsize=5, rotation=70)\n", - "# ax.text(-35.6, -30.5, r\"$4,000$ km\", fontsize=5, rotation=70)\n", - "# ax.text(-46.6, -31.5, r\"$5,000$ km\", fontsize=5, rotation=70)\n", - "# ax.text(-63.5, -48.5, r\"$6,000$ km\", fontsize=5, rotation=75)\n", - "# ax.text(-79.3, -52.5, r\"$7,000$ km\", fontsize=5, rotation=62)\n", - "# ax.text(-89.5, -45.3, r\"$8,000$ km\", fontsize=5, rotation=53)\n", - "# ax.text(-89.5, -27.3, r\"$9,000$ km\", fontsize=5, rotation=55)\n", + "for r in range(1, 10, 1):\n", + " circle_points = geodesic.Geodesic().circle(lon=origin[0], lat=origin[1],\n", + " radius=r*1e6,\n", + " n_samples=360,\n", + " endpoint=False)\n", + " geom = shapely.geometry.Polygon(circle_points)\n", + " ax.add_geometries((geom,), crs=ccrs.PlateCarree(), facecolor='none',\n", + " edgecolor='black', linewidth=1., zorder=3, ls='--',\n", + " label=f'{r} km')\n", + "ax.text(3.3, -24.5, r\"$1,000$ km\", fontsize=5)\n", + "ax.text(-14.5, -30.5, r\"$2,000$ km\", fontsize=5, rotation=70)\n", + "ax.text(-25., -30.5, r\"$3,000$ km\", fontsize=5, rotation=70)\n", + "ax.text(-35.6, -30.5, r\"$4,000$ km\", fontsize=5, rotation=70)\n", + "ax.text(-46.6, -31.5, r\"$5,000$ km\", fontsize=5, rotation=70)\n", + "ax.text(-63.5, -48.5, r\"$6,000$ km\", fontsize=5, rotation=75)\n", + "ax.text(-79.3, -52.5, r\"$7,000$ km\", fontsize=5, rotation=62)\n", + "ax.text(-89.5, -45.3, r\"$8,000$ km\", fontsize=5, rotation=53)\n", + "ax.text(-89.5, -27.3, r\"$9,000$ km\", fontsize=5, rotation=55)\n", "\n", "handles, labels = ax.get_legend_handles_labels()\n", "handles = handles[::-1]\n", @@ -230,9 +230,9 @@ "labels = labels[::-1]\n", "# labels = [labels[0]] + labels[5:] + labels[slice(1,5)]\n", "\n", - "reorder = (np.array([0, 5, 6, 7, 8, 1, 2, 3, 4]))\n", - "handles = list(np.array(handles)[reorder])\n", - "labels = list(np.array(labels)[reorder])\n", + "# reorder = (np.array([0, 5, 6, 7, 8, 1, 2, 3, 4]))\n", + "# handles = list(np.array(handles)[reorder])\n", + "# labels = list(np.array(labels)[reorder])\n", "\n", "ax.set_extent([-97, 65, -63, 0], crs=ccrs.PlateCarree())\n", "\n", diff --git a/analysis/surface_and_near_shore_particles_stats.ipynb b/analysis/surface_and_near_shore_particles_stats.ipynb new file mode 100644 index 0000000..47ee03e --- /dev/null +++ b/analysis/surface_and_near_shore_particles_stats.ipynb @@ -0,0 +1,602 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "97d7149d-421b-4b25-9cdc-6bde3bf27f60", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import xarray as xr\n", + "# import gsw\n", + "from matplotlib.ticker import MaxNLocator\n", + "import itertools\n", + "\n", + "import cartopy as cart\n", + "import cartopy.crs as ccrs \n", + "import cmocean.cm as cmo\n", + "import seaborn as sns\n", + "from glob import glob\n", + "import cartopy.feature as cfeature\n", + "from datetime import datetime\n", + "import pandas as pd\n", + "from tqdm import tqdm\n", + "import analysis_functions as funk\n", + "from cartopy import geodesic\n", + "import shapely\n", + "import cartopy" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "9f5852a7-336b-48e0-97d4-200980ab9b26", + "metadata": {}, + "outputs": [], + "source": [ + "initial_depth = -5000 # int(sys.argv[1]) # 5 # 60 # 5179\n", + "lon_sample = 6.287 # 6.25\n", + "lat_sample = -32.171 # -32.171\n", + "origin = (lon_sample, lat_sample)\n", + "\n", + "start_time = datetime.strptime('2019-01-20 12:00:00', '%Y-%m-%d %H:%M:%S')\n", + "sim_time = 4484\n", + "# create the date range in reverse from sampling time to the past\n", + "datelist = pd.date_range(end=start_time, periods=sim_time)[::-1]\n", + "end_time = datelist[0]\n", + "\n", + "depth_bins = np.linspace(-5500, 0, 56) # creates a 100m bins\n", + "\n", + "simulations = [100, 1000, 10000, 23000]\n", + "sim_names = [100, 1000, 10000, 23000]" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "cacf1056", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 0%| | 0/4 [00:00 1e-4)\n", + " _, idx_m2 = np.unique(m1, return_index=True)\n", + " time_fragmetation = m2[idx_m2]\n", + "\n", + " df_sim['particle_index'] = idx_particles\n", + " df_sim['surface_time'] = surface_time # Days. equivalent to index in simus\n", + " df_sim['radius'] = radiuses[idx_particles, surface_time]\n", + " df_sim['depths'] = depths[idx_particles, surface_time]\n", + " df_sim['frag_events'] = frag_events[idx_particles, surface_time]\n", + " df_sim['frag_time'] = time_fragmetation\n", + " df_sim['d2shore'] = d_2_shore[idx_particles, surface_time]\n", + "\n", + " latz = latitudes[idx_particles, surface_time]\n", + " lonz = longitudes[idx_particles, surface_time]\n", + " xy_pos = (lonz, latz)\n", + "\n", + " df_sim['displacement'] = funk.haversine(origin, xy_pos)\n", + " df_sim['lat'] = latz\n", + " df_sim['lon'] = lonz\n", + "\n", + " surface_events[sim_names[k]] = df_sim # Storing the dictionaris in another dict\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "26ddfbc2-a104-41a6-8721-4faada1cb4bd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ], + "text/plain": [ + " Number of particles at surface (%) Number of particles at shore (%)\n", + "23000 0.769043 0.0\n", + "10000 4.394531 2.0\n", + "1000 86.315918 25.0\n", + "100 100.000000 0.0" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pd.DataFrame(Stats_surface, index=['Number of particles at surface (%)', 'Number of particles at shore (%)']).T" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "4996aa50", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "10.191780821917808" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "310/365*12" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "2fc4f7b7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5.895890410958904" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": 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Vyjt06BDx9PRUXlupUiVibm5OXFxcyI4dO/JpEd3kefQX4jnvIqnrF0iuhceTun6BxHPeRfI8+otG6+XimVTQvXt3Mm/evFzPJSQkkNatW5NBgwYpj5XFZ1bxjT5+/DhZu3YtOXjwoPJcYe1basxrmWvXrnEtgka5e/cuNeRpoqkUJh6PR6ytrUlAQIDOdsqLw4cPH8iyZcsIy7J6r39zoyjGfM+ePXN9NlrU6EoCRlwlzWv8mOv5n376qUQysixLPDw8yPfff0+OHj1KoqKivslz/PhxEh0drfwdjY2NyZ07dwgh/xmX/fr1IxkZGeTFixfE0NCQ/O9//yP//PMPEYlEpHXr1mTcuHHK8gCQevXqkY8fP5IvX76Qtm3bksGDB6uUl58x36dPH5Kamko+fvxInJycyJ49ewghhLx69YoYGxuTixcvEqlUSrZv304EAkGxjPl9+/YRR0dH5T1MnjyZeHp6EqlUSgjJ7ii3b9+efPz4kcjlcvL06VOSmJhY6PbKWefXxvyQIUNIq1atSFJSEklMTCS+vr5k+PDhhWoDXULOyknnk51Jzb01SZe/uhA5K9dYXc+ePSNWVlaEYRjy8uXLQl83atQoYmVllWe6fft2vtfnZsx//vyZACBv3rxRHnv9+jUBQFJSUkp8PjeaN29OBg0aRDIzM0lYWBhxdXVVMYzyeyaTkpKIsbExeffunTJ/u3btyKpVq8irV6+IiYmJctAwLi6OBAcH59+oOkbM50ziOe8icZt5jlSZdZ64zMj+123mOeI57yKJ+Vywfi4OXD2ThBAiEomIk5OTinFNCCHLly8n5ubmBACxs7Mjjx49IoSU3WeWGvP/UlqMeZFIRFatWkVEIhHXomiEuLg4UqlSJcLn8zk3TGiiiabiJ3d3d3L27FnCsizXaqXYnD9/niQkJCj/1nf9mxdFMeZTUlJInz59CABS170lWTbwGFnz6zmy6bcgEjDiKtn0WxBZ8+s5smzgMVLXvSUBQH7++ec8O0pF4dOnT2Ty5MnEy8uL8Hg84unpSQIDA/PM37VrV7JkyRJCyH/GZc4VAg0aNCAzZsxQ/v3777+Tpk2bKv8GQI4ePar8+/79+8TQ0JDI5fJCGfM56xo2bBgZO3YsIYSQxYsXk06dOqnI6uXlVSxjvk2bNmTFihXKv7OysoiFhQW5e/cuiYuLIwDI+/fv82yjnOTWXnkZ83K5nBgZGZH79+8rz9+9e5cYGRmptE9ebaBLXIq8RGruralMmpqdZ1mWNG7cmKxZs4a4ubmRI0eOKM+lpaWR77//nvj6+pK4uDi1152bMR8dHU0AKAd3CMmeCQVAYmJiSnz+axT54+PjlcdWrFihYhh9Tc5nkhBCevfurXxPPnz4QAwNDcmnT5/I27dvibGxMTl+/DgRCoWFbRadIiEti9T1C1Qa8opUZdZ5UtcvkCSkZam9Ti6fSZZlSf/+/UnLli2JXJ77AFpoaCiZM2eO8nkqq8+sOox5umdei0ilUkgkEkilUq5FUTsPHjyAj48PYmNjqeM7CqWUExkZiS5duqBVq1al0mHc2bNn0bVrV6xfv155TJ/1r7qwsrLC4cOHsXv3boTFPsTG81OQnB6n9PrPMAyS0+Ow8fwUhMU+xJ49e3Do0CFYWVmVuO4KFSpgzZo1CAkJQWJiIn744Qd0795d6fzx4MGDqFu3LmxsbGBtbY0LFy4gKSnpmzIUmJqafvN3RkaGSn4XFxeV/0skEiQmJhZaXgVmZmZIT08HAMTGxqJSpUoqeStXrlyoMr/mw4cPKp6VjYyM4OjoiA8fPuD9+/cwMjLKs+zCtFdeJCYmQiwWq9RdpUoViMVilTLyagNdgSUsAp4FgPeveygew0PA8wCwJO+wnsVlx44dyMrKwoQJE+Dt7a2yR/nkyZPo1q0bbty4AQcHB7XXnRvm5uYAsh2lKlD838LCosTnvyY2NhbGxsawt7dXHsv5fgEFP5O//vor/vjjD6Uj5Xbt2qFChQpwd3fHvn37EBAQAAcHB7Rr167UfZfKWxhhdS8fyFmiclzOEqzu5YPyFkZqr5OrZ5IQglGjRuHVq1c4depUno54PT094ePjg8GDBwOgz2xJoMa8FrGwsMCMGTNyfahKM9u3b0ezZs2QlJREDXkKRQ9QxLC/c+cO6tati8mTJ5ead/vq1avo1asXfvzxRyxatEh5XF/1r7phGAZDhgzBs2dPkZ6VjJsv/1I5f+PFX0jPSsazZ08xePBgjYT3s7W1xcKFC5GZmYnIyEhER0fjl19+wapVq5CYmIiUlBR07NixxJ71379/r/x/dHQ0DA0NUb58+RKV6ejoiJiYGJVjOUNHFgVnZ2dERUUp/5ZIJIiNjYWzszNcXFwgFou/qUtRX37tVVCUi/Lly8PQ0FCl7sjISBgZGaFcuXLFuhcuuPL+CqLSosAiW5+xhEVkaiSC3geptZ7ExETMmTMH27dvB5/Ph7e3N0JCQgBkT3TMnDkT+/btw9atW3O9fuTIkTA3N88z3b59u8gy2djYwNnZWcWAeP78OSpVqgQrK6sSn/8aR0dHZGVlISEhQXks53NfmHe4bdu2kMvluHnzJvbt24dff/1Vea537964fv064uPj4ePjg4EDBxa5TbgkMV2MqceCweep6ks+j8HUY8FKp3hqq4+jZ5IQgjFjxuDhw4cIDAwscKBXKpXizZs3AOgzWxKoMa9ljh07xrUIakMsFmPYsGEYMWIEZDJZqensUyiUwiGXy0EIwfr169GzZ08IhZr1vFtSHjx4gK5du6JVq1Y4dOgQBAKBynl90r+ahs/nI1OYCQ/n+kgXpeDK8yNIF6XAs1I9ZAozv2nbkvDlyxfMnTsX4eHhkMvlEAqFWLt2LWxtbeHh4YGMjAwQQmBvbw8ej4cLFy6oeEguLv7+/oiNjUVKSgrmz5+Pn3/+ucThHHv37o2rV68iMDAQMpkMu3fvxuvXrwu8TiwWIysrS5lkMhkGDBiAgIAAhIaGQiwWY+7cuXByckLDhg3h4OCArl27YuTIkfj06RNYlsWzZ8+QnJxcYHuVL18ePB4PERERucrC4/HQr18/zJkzB58/f0ZycjLmzJmDgQMHlppwl4pZeQaqxhMP6p+dnzZtGn7++Wc0aNAAAFRmQRs1aoQaNWogKCgII0eOzPX6rVu3IiMjI8/UvHnzXK+TyWTKZ4VlWWRlZamE+RoyZAiWLl2KuLg4xMXFYdmyZRg2bJjazuekUqVKaNq0KWbOnAmRSIRXr15h27ZtyvOFeYd5PB4GDx6MiRMnIjk5GZ07dwaQHbbyypUrEIlEMDQ0hLm5uVr1jzYQy+QQSbK/pwqDns9jQAiBSCKHWKbe/jNXz+TYsWNx9+5dXLlyBTY2NirnMjIysGfPHqSkpIAQghcvXmDJkiVo3769Mg99ZotH6dDKekJ6ejpCQkJ0bilacSCEoH379lqLp0qhULiDEIKzZ8+iZcuWhV6GzAWvX79G/fr1ceLECRgZqS5b1Cf9qw1OnDgBQwNj8HkCrDz5G04/2IGVJ0eAzzOAoYExTpw4oba6DA0N8fHjR3Ts2BFWVlaoXLky7t69i0uXLsHMzAxeXl6YM2cOWrduDTs7Oxw9ehQ//vhjiesdMGAAWrVqBRcXF1hYWGDDhg0lLvO7777D3r17MWrUKNjZ2eHevXto3br1N8/j11SoUAEmJibKtGTJEgwaNAjjxo1D586dUaFCBQQHB+Ps2bPKTuG+fftQqVIl1K9fH9bW1hg5ciREIlGB7WViYoIFCxbghx9+gLW1NQ4dOvSNPBs2bICrqyu8vLxQo0YNVK1aFWvXri1x+2iL8M/hiEqLAoHq6g0W2bPz4Z/D1VLPrVu3EBQUhKVLlyqPeXt7IyIiAllZWQCyl/qqYyvK1yxZsgQmJiZYunQpzp49CxMTE7Rr1055ft68efjf//4HT09PeHp6okmTJpg9e7bazn/NoUOHEBMTA3t7e/Tr109llrKw7/CQIUPwzz//YMCAATAwMACQvSJl3rx5cHBwgJ2dHa5du4a9e/eWpOm0jrONKQ4PbwxjAz6sTQ2wZ0gDWJsawNiAj8PDG8PZxlRtdXH1TL5//x6bN2/Gq1ev4OLiopzFVwwYMAyDQ4cOwd3dHRYWFujatSs6deqksh2OPrPFgyElXaemA6SlpcHKygqpqamwtLTkWpw8ycrKwsWLF/HDDz/A2NiYa3FKxI0bN9CqVSuuxaBQKFqEz+fD2dkZV65cQbVq1bgWR0laWppS97Msm+vsoT7p36IgFAoRFhYGT09PmJoWvsNYv34D/PP8H8hYKVq3ao1V/qswbeo0XL9xHQKeAXzq+ODRo4calFyzMAyDZ8+eoXbt2hqv67vvvsO8efMwYMAAjddFyYYlLB7FPYJIJvrmnInABA0qNACP0fx81vv37zFlyhQcP35c43XpA0KhEPb29vj7779Rq1YtrsVROx++CGEk4KO8hRES08UQy+RqNeQLA30m1UtJn1nFNzoqKgrR0dFwcHBAv379ABTevqUz81rE2NgYderU0YuO5OrVq8Hn87kWg0KhaBG5XI4PHz6gYcOGuHfvHtfiAADi4+NRr1495eh+XsuA9Un/apro6Gg8efIYBCxWrFiBwCuBqFu3Lq4EXcHy5ctBwOLx40e57temZDtgTE9Ph1gsxpo1axAbG4sOHTpwLVaZgsfw0KhiI7Ss1PKb1KhiI60Y8gC0NmCkDxBCsGnTJtSuXVsvDXkge4Ze4eyuvIWR1g15gD6T6kRXnllqzGsRuVyOa9eulfq95a9fv8b58+dL/X1QKJSiI5fLkZaWhpYtW+Kvv/4q+AINkp6ejo4dOyIjIwNdu3bNN6++6F9twOPx0LFjR9z9+y6mT5+uHCDh8XiYMWMG7ty9g44dO2rE+Z0+cPnyZbi4uKBcuXI4fPgwTp8+Xaocx1HUR7du3TB37lyuxdB55HI5LC0tsXXrVmzcuJFrcfQa+kyqB116ZkuXB4lSTkZGBkJDQ5GRkaGR/VPaYvPmzeDz+bRTTKGUUViWhVQqRc+ePbFmzRqMHz9e6yt1xGIxunfvjrdv3+LWrVtwc3PLN7++6F9t4OzsjPPnz+d5vlGjRvmeLw1ocodhQEAAAgICNFY+haJv8Pl86s+EUqrQpWeWzsxrEXNzc4wePVoZC7G0YmVlpdGOEIVC0X0IISCEYPLkyXB0dMSsWbMQHq4ep1KFwd/fH3fu3MGZM2fg4+NTYH590b8UCoVCoVAoCujMvBbh8/n4+PEjqlSpwrUoJWLChAlYvXq1zoepolAo2iEhIQH+/v5YsWIF6tevj1atWsHCwkIlLm2TJk3g4uKitjqnTp2KVq1aoWnTpoXKry/6l0KhUCgUCkUBNea1SFZWFh4+fIgGDRqUaidMtra2mDp1KpYsWQKWVV+sVgqFUnpRbLt58uQJgoODAWQvx1ccNzc3x5kzZ0ocBWPXrl2oX78+fHx8Cm3IA/qjf4vK48ePYWZmxrUYFAqFQqFQNABdZq9FJBIJ0tPTIZFIuBalxEyaNKlIYY4oFErZgBACqVQKqVSq4ldDKBSiXbt2OHr0aLHLPnnyJIYPH45jx44V+Vp90r+FJTQ0FKNGjeJaDAqFQqFQKBqCGvNaxNLSEgsXLsw3VmBpwdraWsXLMYVCoeQHy7KQyWQYO3ZssXxu3L9/H/3790evXr2wePHiIl+vT/q3IBQrpry8vLBs2TKOpaFQKBQKhaIpqCWmZQ4fPsy1CGrj559/psvsKRRKkUhKSkJoaGiRrnn37h1+/PFH1KtXD/v27Sv2IKI+6d+8SEpKQuvWrbF//34AQNu2bTmWiEKhUCgUiqagxrwWSU9PR1hYmM6EMigJLMti9OjRWg9HRaFQSjc8Hg9BQUFFuiYhIQHu7u44depUsfe765P+zYvQ0FA0bNgQoaGhBYbqo1AoFAqFUvqhxrwWEQgEqFGjBgSC0u93cNOmTQgKCqKx5ikUSpEJDAwsVD6pVAqZTIbGjRvj77//Rrly5Ypdpz7p39wICgpCkyZNYGZmhocPH6JZs2Zci0ShUCgUCkXDUGNei5iYmKBJkyYwMTHhWpQSEx0dDQB0zzyFQikSLMvi+vXrkEql+eYjhGDUqFH46aefQAgBwzAlqlef9O/XEEIwb948/O9//8Pdu3fh6urKtUjFxtfXF+XKlcPly5e5FkUrnDp1qlT/XhQKhULhFmqJaRGWZREUFKQX+8xXr16Nc+fOwdXVtcSdbAqFUrYQiUR48OBBvnnWrFmDXbt2oUePHmrRMfqkfxUQQhAfHw+GYXDu3DmcPXtWrQ7+JFFREIWEfJMkUVFqq+Nrbty4gQ4dOmDPnj0aqyMnAQEBqF+/PoyMjNCtW7dvzkulUowdOxa2trawtbXFuHHjIJPJCn2eQqFQKBRNQo15LZKeno6QkBC92LPJMAw6deqE8PBwrFu3DpaWlnT/PIVCKRR8Pj/fffPnzp3D9OnTMWvWLAwaNEgtdeqT/gUAsViMgQMHokmTJsjKyoKdnZ1atxBIoqIQ0eEHRPX86ZsU0eEHjRn0DMOgTZs2ePnypUbK/xpHR0fMnTsXw4cPz/X8kiVLcOfOHYSEhCAkJAS3b99WiRBQ0HlK2aGsrSopKXRVCoWiHqgxr0XMzMwwdOhQmJmZcS2K2jAwMMCECRPw5s0bNGzYkC67p1AoBSKXy3Hx4sVcz0VHR6Nv377o2rUrlixZorY69Un/pqWloWPHjjh27BiWL19ebKeA+SHPzCzR+ZIQHByM169fF7gVQx306NED3bp1y9Mfw+7duzF37lxUrFgRFStWxJw5c7Br165Cn/+aDx8+oF27drC0tES9evW+ieywdu1aVKtWDRYWFnB3d0dAQIDy3IYNG9CqVSuV/IcPH4aXl5fy2sqVK8PCwgKurq7YuXNnkdtDL0mOAGKfZ/+rQfRtVQldlUKhlA6o5aVFBAIBvnz5opcOmOzt7XH9+nUMGDCAa1EoFEop4PHjx0hNTf3meKVKlbB27Vrs379frYOD+qJ/P336BF9fXzx58gSBgYHo3bs31yKplefPn2PPnj2QyWR4/fp1oa8bPXo0rK2t80x37twpsixfvnzBhw8fULt2beWx2rVrIzo6GqmpqQWez41+/fqhYsWKiIuLw8GDB7Fjxw6V8y4uLrh27RrS0tKwc+dOTJs2DXfv3gUADBgwAPfv30dkZKQy/969ezFkyBC8fv0ac+fORWBgINLT0/HgwQM0bNiwyPesdyRHAJvqAtt9s//VoEGvb6tK6KoUCqV0QI15LSIWi/Hw4UOIxWKuRdEIRkZG2Lt3L1asWAGGYeheegqFkicKR3gKpFIpbty4AYZhMHz4cJibm6u1Pn3Rv6GhoUhNTcXt27fh6+vLtThqReH0cP78+XB1dVUxitLT09GmTRu0bNkS8fHx31y7efNmpKSk5JmK490/IyMDAGBtba08pvh/enp6gee/JiYmBrdv34a/vz9MTU3h4eGBkSNHquTp2bMnKlWqBIZh0KpVK7Rv3x43btwAANjZ2eHHH3/Evn37AAAfP37EjRs3MHDgQPD5fBBCEBISApFIBAcHB9SqVavI96xXJEcAH5+oHvv4RKMGvT6tKqGrUiiU0gE15rWIWCxGUlJSqe9M5gfDMJgxYwZOnjxJ99BTKJQ8EQgEuHTpkvLvyZMno3379vjw4YNG6ivt+vfdu3dgWRbff/89wsPD4e3tzbVIamfHjh3IysrChAkT4O3trWLMnzx5Et26dcONGzfg4OCgFXkUA0o5Z9kV/7ewsCjw/NfExsbC2NgY9vb2ymMuLi4qeQ4ePIi6devCxsYG1tbWuHDhApKSkpTnf/31V/zxxx8ghOCPP/5Au3btUKFCBbi7u2Pfvn0ICAiAg4MD2rVrh+fPn5ewBUoxihn5k1/NWp8crrEZen1aVUJXpVAopQdqzGsRS0tLLFmyRK3ehnWVbt26YdCgQaV+SSuFQtEMcrkcUf86Udu5cycCAgKwYcMGODs7a6S+0qx/b9++jTp16mDdunUAAENDQ44lUj+JiYmYM2cOtm/fDj6fD29vb4SEhAAAHjx4gJkzZ2Lfvn3YunVrrtePHDkS5ubmeabbt28XWSYbGxs4OzurGMXPnz9HpUqVYGVlVeD5r3F0dERWVhYSEhKUxxRhXhX//+WXX7Bq1SokJiYiJSUFHTt2BCFEmadt27aQy+W4efMm9u3bh19//VV5rnfv3rh+/Tri4+Ph4+ODgQMHFvme9QZxAY4uCzpfRPRtVQldlUKhlB6oMa9l/vzzT65F0Brjx4+nzlAoFEqu8Hg8NGnSBPfv38fo0aPx22+/fdO5UzelUf9eunQJ7dq1Q7169fDbb79prV5+AY4CCzpfVKZNm4aff/4ZDRo0AACVmflGjRqhRo0aCAoKyvMZ2bp1KzIyMvJMzZs3z/U6mUyGrKwsyGQysCyLrKwsSCQS5fkhQ4Zg6dKliIuLQ1xcHJYtW4Zhw4YV+nxOKlWqhKZNm2LmzJkQiUR49eoVtm3bpjyfkZEBQgjs7e3B4/Fw4cIFBAYGqpTB4/EwePBgTJw4EcnJyejcuTMA4NWrV7hy5QpEIhEMDQ1hbm5etgfTjb5dGVGk80VE31aV0FUpFErpoQxreu2TkZGB0NBQZGRkqH0/qC7i4+ODpk2b4t69e3oV25lCoZQcuVyOFi1aYP78+WjQoAE2bdqk0fpKo/49fvw4+vXrhw4dOuDPP//UiNf6vDB0dYX7pYu5eq3nm5nBUI0hpW7duoWgoCCVPbTe3t6IiIhAVlYWjI2NkZqamutsd0lZsmQJFi1apPzbxMQEvr6+yhnBefPmITk5GZ6engCA/v37Y/bs2cr8BZ3/mkOHDmHo0KGwt7dH9erV8euvvyqXG3t5eWHOnDlo3bo15HI5fvzxR/z444/flDFkyBD4+flhwoQJMDAwAABIJBLMmzcPoaGh4PF48PHxwd69e0vUNqUaO3dg3NPsPfI5l9r32AE41cs+ryYUq0ouXLiQ56oSZ2dnCASCXAejRo4ciQMHDuRZ/sWLF/McjMqLnKtG3N2z7/XrVSOaPp+TnKtSFAZ9bqtSLl26hJYtW0IgEKBbt275rkpZvny58lzv3r3Ru3dviEQizJ8/HwMHDsSLFy+K1GYUSqmF6AGpqakEAElNTeValHwRCoVk//79RCgUci2K1jh27BgBQBNNNNGkkgQCAREKhSQtLY3ExcVpXBeVRv07YMAA0rdvXyKRSIpdRmZmJnn8+DHJzMxUo2TaJSoqivTs2ZNrMXSGzMxMYmZmRoKDg7kWRfdJekvIAsv/UtJbtVfxyy+/kLFjxyr/PnLkCKlWrZry7++//56kpKSovV6pVEpEIhGZM2cO6dKlCxGJREQsFivPz5s3j9SpU4d8+vSJfPr0idSpU4csWrRIa+e/pmnTpmTIkCFEKBSS8PBwUqVKFeLi4kIIISQkJITweDwSHBxM5HI5OX/+PDExMSETJkxQKWP+/PnEx8eHlCtXTqkXw8PDSWBgIBEKhUQmk5GFCxeS2rVrl6RpKRStofhGHz9+nKxdu5YcPHhQea6w9i015rVMbGws1yJoFZlMRjp37kx4PB7nxgNNNNGkO6lSpUrkzZs3WtVHpUX/xsfHE0IIkUgkRCaTlagsfTDm//rrL+Ln58e1GDoBy7JkxYoVpGnTplyLUnpIekvIx2caMeRv3rxJnJycVPqfCsNUJBIRQgipX7++2uslhJAFCxZ8o1d9fX2V5yUSCRk9ejSxtrYm1tbWZMyYMUQqlWrt/Ne8f/+etGnThpibm5O6deuSJUuWKI15QrIHB+zs7Ii1tTUZNGgQ6dOnzzfGfGRkJGEYhkycOFF57J9//iGNGjUiFhYWxMrKirRo0YI8f/68GC1KoWgfdRjzDCE51rCUUtLS0mBlZYXU1FSddm7Esiz279+PgQMHqjV+sq4jFArRunVrPH78GHK5nGtxKBQKx/B4PLAsiy1btmh8n7yC0qJ/t27dimnTpuHp06eoVq1aicsTCoUICwuDp6cnTE1N1SAhhSvkcjmsra1Rrlw5nDhxAnXr1uVaJEoBvH//HlOmTMHx48e5FkUvEAqFsLe3x99//02d3FH0AsU3OioqCtHR0XBwcEC/fv0AFN6+1d0ejR6Snp6OFy9e5OrpU58xNTXFhQsX4OLiotOdaAqFoh1YlkWrVq0wYsQIrdVZGvTv77//jlGjRmHo0KGoWrUq1+JQdAw+n4/09HRERkZSQ76U8OzZM5XwbZTiQwjBpk2bULt2bWrIUyg5oA7wtIipqSkGDBhQJmdHbG1t4e/vj549e3ItCoVC0QEOHDgAhmG0Vp+u69+AgACMGzcOkyZNwpo1a7TaNhQKRTN069YN3bp141qMUs/Xq1IoFMp/UGNeixgYGEAikSi9z5Y1unXrhqpVqyIiIgJ6sLuDQqEUk2rVqsHR0VGrdeqy/k1JSYGfnx+mTJkCf39/ashTKBRKDhSrUigUyrfQNc9aRCKR4P79+yoxbMsSPB4Pc+fOpYY8hVKG4fP56Nixo9br1VX9y7IsrK2t8fz5c2rIUygUCoVCKRLUmNciIpEIHz9+hEgk4loUzujXrx/KlSvHtRgUCoUjGIbBwIEDtV6vLurfvXv3om3bthCJRKhYsSI15CkUCoVCoRSJIhvzmzZtgoODA/h8PhiGwaxZs1TOsyyLli1bKs9bW1vj9OnTKnkuXrwIS0tL8Pl8tG7dWuXc4cOH4eDgAB6PB4ZhIBAIULlyZbx69aoYt6dbWFlZYeXKlbCysuJaFM7g8/kwMzPjWgwKhcIR69atQ7169bRer67p36NHjyod3RkbG2u8ProiikKhUCgU3UId3+YiG/NfvnxBtWrVMGXKlFzPd+rUCTdv3sSUKVNw8uRJWFpaokePHoiNjVXm6d+/Pzp37ox9+/bhwYMH2LJlCwAgJCQE/fv3h4WFBQ4ePIibN29i5cqVsLOzw+fPn4t5i7rFyZMnuRaBU3bs2IH379/DwsKCa1EoFIoWYRgGffv2xZgxYziTQVf075kzZzBgwAD0798fW7Zs0eiMvECQ7RpHLBZrrA4KhUKhUChFR/FtlslkxS6jyA7w5s+fj/nz5wMA/P39Vc6xLIvAwEB06NABq1atAgB8//33sLKywrRp03Dw4EGl4N9//z169OiBadOmISEhAUC2d2NCCF6+fKmcqWjRokWeAweljczMTLx48QLt27cvk7PThBAcPnwYQ4YMQbVq1TB37lywLMu1WBQKRcPweDxUr14dO3bs4Gwpua7o34iICPTu3Rtdu3bF7t27NR6u08DAAObm5vj48SMMDQ1peFAKhUKhUHQAlmURExMDoVAIuVxe7HLU6s3+1q1bYFkWgwYNUh6ztLREhQoVcP/+feWx6dOnY9iwYRg2bBgqVqyoXKrv7u4OAJg9ezZWr16td50OhmFQqVKlMrsvkmEYBAUFQSQSgWVZLF26FJmZmVyLRaFQNAjDMLC3t8f58+c5NaJ1Rf+6u7vjjz/+QLdu3ZSz5pqEYRi4uroiNDRUL7arUSgUCoWiL7Asi7i4OADZjnqL009Sa09C0VH47rvvVI5bW1sjMTFR+feCBQswadIkfPz4EZ6ensrjw4YNw549e7Bu3TqsX78ednZ2aNiwIVauXImaNWsWWH9aWhosLS0BAOnp6RAIBDAxMQHLskhPT4eZmRkEAgHEYjHEYrEyb0ZGBvh8vkpeU1NTZSgjkUik3GeZmZkJhmFgamoKQgjS0tLyzQtA+cNIpVK0b98epqamkEqlEAqFsLS0BMMwEAqFIIQo86ampsLExASGhobKvBYWFuDxeBCJRJDL5TA3N1fet5GREYyMjCCTyZCZmamSVyaTKZe1p6WlwdDQEMbGxpDL5cjIyIC5uTn4fD6ysrIglUqVedPT02FgYKCSV9GGWVlZkEgk+bZhzvb++++/YW1tjTp16oBhGBgYGGD8+PFYuXIlnZ2nUPQUHo8He3t73LlzB/b29hCJRIXWyTweD6ampiXSyTn1rKmpKb7//nuV/Wm56dm8dHJBerYgnRwdHY3nz5+jV69e+OGHH2BoaAggdz1bGJ1clO+agYEB3Nzc8OLFC7x48QIGBgbg8/nKMH2K5X2KwQWpVAo+nw8ejweWZSGXyzWWVyAQgGGYQueNjY3F48eP4e3tjSpVqijz8ng88Pn8b8qVy+UghCjLlclkYBgGfD4fhBDIZDKVvCzLqsj/dd787rUoeYvThllZWeDz+Wpp76/bpah5Fe2dWxsW1N6Kekra3op7zStvcnIybty4AQpFmxgaGqJr167K90GbOkIdeXO+y3K5HLGxsXBxcclV3tKuIwpql4SEBNy4cQN169ZF5cqVYWxsrNb2lslkkMlkIIQoQy8qJrbT0tIKvT1OI9MCX8+o57a539LSUtnpyMndu3fx5s0bbNmyBbdu3UJgYCAuXryIY8eOoWfPnvnWu27dOtSvXx89evTA5s2bwTAM6tWrhxo1amD16tWoXr06fH19ERUVhevXr8PHxwddu3bF9u3bIZFIUKdOHTRs2BBLly5F1apV0bx5c8THx+PSpUuoU6cOOnXqhH379iE9PR0+Pj5o3bo1/Pz8UKVKFTRr1gxpaWk4deoU6tatiw4dOuDYsWNISEiAj48POnXqBD8/PyQkJGDChAlgWRZHjx5F7dq10b59e5w9exYxMTHw9vZGjx49sGzZMjg5OaFx48YwNDTEgQMH4O3tjXbt2uHq1at4+/YtvLy80Lt3b6xatQrlypVDw4YNYWNjg127dqFGjRpo06YN/v77b4SEhMDT0xN9+/bF2rVrYWFhgYYNG8LJyQmbN2+Gl5cXWrdujWfPnuHJkyeoUaMGevXqhY0bN8LQ0BD169dHtWrVsH79enh4eKBly5Z49eoV7ty5g1q1aqF79+7YsmULWJZF3bp14ePjg1WrVqFatWrw9fVFZGQkBg4cCDs7Ozx+/Bi7du2CSCRCrVq1lA80hULRLxQG9syZM+Hk5IRNmzblqSNiYmIQFBSE2rVro0uXLti5cydEIhHq1KmDJk2awM/PD+7u7mjevDmSk5Nx7tw51K1bFx07dsSBAweQkpICHx8ftG3bFn5+fnBzc0OzZs0gFApx4sQJ1KlTB+3bt8eiRYvg6uqKWrVqoVu3bvDz84OLiwuaNGkCQgiOHDkCHx8ftGvXDhcuXEB0dDRq1qyJnj17Yvny5ahQoQIaN24MMzMz7N27F97e3mjTpg1u3LiB169fw8vLC3369IG/vz9sbW3RsGFDlC9fHqtXr8bx48dRsWJFCAQChIaGKvOuW7cOZmZmaNCgASpXroyAgAB4enqiVatWePHiBR48eABvb2/89NNPCAgIgEAgQL169eDh4YG1a9fiu+++g6+vL96+fYtbt27Bx8cH3bp1w7Zt2yCTyVCnTh3Ur18fy5YtQ9WqVWFra4uXL1/i/fv3sLOzQ+XKlfH69WtIpVLY2dmhYsWKePLkiXJVnVgsxvv371GuXDlUqlQJERERyMrKgp2dHSpVqoSHDx/CwsICDg4OYFkW7969U56LioqCUCiEjY0N3Nzc8ODBA5iZmcHBwQEMw+Dt27ews7ODk5MTPnz4gPT0dNjY2KBKlSp4+PAhTExMYG9vDwMDA4SGhiIpKQmJiYmws7PDq1evkJKSAnd3dzx+/BhGRkYoX748TExMEBYWBhsbGzg6OiIpKQlJSUnKcp8/fw6BQIDy5cvDwsICL1++hLW1NRwdHfHlyxfEx8fD1tZWOfjBMAzKlSsHGxsb/PPPP7CyskLFihWRnp6OT58+wdbWVrnygWVZ2NnZwd7eHs+ePVO2oUgkwocPH3Jtb0dHRzx+/BiWlpZwcHCAVCpFVFQUypUrB2dnZ0RGRkIkEsHW1hYSiQSfP39WtjchBBEREbCzs4OzszOio6ORkZGhlF/R3vb29uDz+Xjz5g1sbW3h7OyMjx8/Ii0tDdbW1nB3d8ejR49gbGwMe3t7GBoa4tWrV7CxsYGTkxPi4+Px5csXWFtbo2rVqnjy5AkMDAxQvnx5mJmZITQ0NM/2Dg4OBo/HQ/ny5WFpaals74oVKyI1NRVxcXHKNgwJCQEhBOXKlYOdnR2Cg4OV7Z2RkYGPHz/Czs4OLi4uCA8Ph1wuh52dHRwcHPD06dNcn9m0tDSkpaVxrQ4pZYxdu3bB09MTWVlZWtMRuenkkuqI2NhYvH79Go0aNYJYLNZLHVG5cmW8efMGEolEee+PHj2ChYUFKlSoAIZhcP78eVSpUgWNGzdW0cmurq64f/8+zM3N4eDgAADK9nZyckJMTIxKez98+BCmpqawt7eHQCDA69evYWtrCycnJyQkJCi3mtesWRP+/v4wNTUt1PPGkBK40WMYBjNnzsTy5csBADdu3ECrVq1w6NAh9O3bV5mvYsWKMDU1RURERJHryMjIQLly5eDk5JTn9WlpabCyskJMTAycnZ0B6ObMfHR0NNatW4eFCxfC1NS0zMzML1u2DPPmzcOTJ09Qu3ZtlVm3MWPGYOvWrdSgp1D0DBsbG9y6dUu5qqqg1TuanplPS0vDggULMH36dDg6OgLQzsx8XFwcWrRoAZlMhrt378LGxqZAPavumfmv82ZmZiI9PV2Z9+s2TE9PV87oSyQSZGVlFSqvVCqFSCSChYVFnm1obGysbG+RSARzc3PweDwIhUKwLJtrGwYHB6Nr167g8XhYtWoVOnbs+E1exXdNJpNBKBTCzMysUN+1zMxMlbw5v2tf9yMyMjJgampaqPbOyMgoVhvmlhcA5HI5Vq5ciZEjR8LBwUGlDYvT3gX1I4RCoUre/PoRX7dhQe2taMOC+hEFtXdOHZFXe+/btw/jx48vjgqjUIoNn8+HXC7H77//jgEDBgDQvI7I770viY5YuXIlNm/ejFOnTqFhw4Z6pyMKau+EhAT873//g6WlJW7evKmc6S9ue+elZwkhIISo6GSxWAx7e3ukpqbmOgGuhJQAAGTmzJnKv+VyOeHxeOSHH35QHktPTycASL9+/Ypdj4ODA3FycsrzfGpqKgFAUlNTi12HNpBIJOThw4dEIpFwLYrWiIqKIqampmTixIm5nn///j0RCAQEAE000aQnydTUlERFRWlZ2+QPF/o3MzOTNGrUiJQvX568efNGa/XqC1lZWYSQ7N9u5syZJCEhgWOJuKMs9h/UgVAoJG5uboTP53OuF2kqW4nH45GmTZty/QqUGLFYTOrXr0+qVatG0tPTuRaHEw4dOkSMjIxIaGioVustrH1bZA9zcXFxOHr0KI4ePQoACAsLw9GjR3Hv3j3weDy0a9cOFy9exIwZM/DXX3+hZs2a4PF433i+z4358+fDzc0N8+fPx+XLl3Hx4kV07twZ8fHx6Ny5c1FF1Tm+3qdYFpg7dy6sra2xaNGiXM9XrlwZY8aMAZ/P17JkFApFEwgEAjx8+BAuLi5ci6ICF/o3MzMTRkZGuHDhAqpWraq1evWB06dPw93dXblcc/ny5ShfvjzXYnFGWew/qAMTExNcvHgRpqameudUmaLbsCyLu3fv4v3791yLUiIMDQ1x6NAhxMbGYv/+/VyLwwk///wzTp8+reLnTaco6ijBunXrch2Bcnd3J4Rkz877+voSHo9HABArKyty8uTJQpV9/fp14uHhQQwMDAgAwjAMMTMzI0OHDs33utIyMy8Wi8mmTZuIWCzmWhStER8fT+7du5dvnoSEBGJqasr5KCpNNNFU/MTn84mJiQn566+/tKNciog29S/LsiQlJUX5f0rhSU9PJ0OHDiUAyI8//kji4uK4FkknKIv9B3Wyb98+znUkTWUzHThwgOvHXy28fv26zH7PFPr38+fPhbZp1YHGZuYnTpyoXNefM719+xZAtvO7GzduKL0VpqSkoHv37oUqu2XLlggLC4NEIgEhRLnHYefOnUUVUycRiUSIioqCSCTiWhSNIxQKkZycDHt7ezRu3DjfvOXLl8eMGTPoqDmFUkrh8/lwc3NDREQEunXrxrU4uaJN/bty5UrUqVMH6enpnIfCK02EhISgTp06OHLkCHbu3IlTp04pnQqVdcpS/0ETeHh4cC0CpYxiZGTEtQhqoVq1amAYBmfOnMHHjx+5FkerKPTv/v370bNnT9y7d09tZUelRpW8EE2PKmiD0jIzTwghMpmMaxG0wuzZs4mjoyMRCoWFyp+enk5sbW05H0GliSaaip4EAgE5ffq0hrVKydGG/j18+DABQObPn6/xuvSNuLg40rlzZ/L69WuuRdFJykr/QRO8f/+ecz1JU9lMFy5c4PrxVxsZGRnE0dGRtG3blsjlcq7F0SoymYzIZDLSsGFDUrNmTbX4L7kceZnU3FuTXI68nOt5jc3MU0rG+fPnuRZB44SHh8Pf3x/Dhg2DiYlJoa4xNzfHokWL6CwWhVIK4fF4pWLmS9P69+7du/jll18wcOBALFy4UKN16QuJiYkYOHAgEhIS4ODggLNnz6JatWpci6WTlIX+g6ZQRL+gULRNYcOLlQbMzMywe/duXLlyBb///jvX4miV8+fPg8/nY9u2bQgLC8PatWtLVB5LWGx6tgkAEPA8ACwpflQvasxrkczMTAQHByvDSOgjhBCMGTMGlStXxqxZs4p07W+//QZnZ2dq0FMopQTFu7p27VpUr16dY2nyR9P6VyQSoVevXmjcuDF27NhB9VghuH37NmrXro3Lly8jMjKSa3F0mrLQf9Ak0dHRXItAKaMowpLpC+3bt8fYsWMxffp0hIWFcS2OVsipf2vXro0JEyZg0aJFSExMLHaZV95fQVRaFAAgMjUSQe+Dil0WNea1jL29PdciaJTDhw/j2rVrCAgIgLGxcZGuNTQ0xPLly0EI0ZB0FApFnRBC0KBBA4wePZprUQqFJvWviYkJDh06hJMnT+rNHklNQQjB6tWr0apVK1StWhXPnz9Ho0aNuBZL59H3/oMmUfh1olC0jT7NzCtYuXIlXFxcsGTJEq5F0Ro59e+iRYtw5syZYkdYYQmLgGcB4P1rhvMYXolm56kxr0XMzMzQq1cvvRuly8l3332HefPmoUOHDsW6vm/fvqhRowZ1hkeh6Dh8Ph+WlpY4depUqZiF1pT+lclk2LVrF+RyOVq2bAk7Ozu1lq+PhIeHY86cOZg6dSquXr0KR0dHrkXSecpC/0GTvH37lobApXCCRCLhWgS1Y2pqivPnz+uNg/KC+Fr/mpubo02bNiCE4MOHD0UuTzErzyLbeGcJW6LZeWoxaZlLly5xLYLGIISgXr16WLx4cbHL4PF48Pf3B8sWf+8IhULRPIQQ3L17t1QZYprQv9OmTcOIESPw/PlztZetb7x79w4ymQyenp549eoVVqxYAYFAwLVYpQZ97j9omidPnpSKQUeK/hEREcG1CCVGLpdjwIAB2LRpk/KYu7s7TExMEBYWhhcvXnAonXbITf8uWrQIjRs3Rnp6eqHLUczKM1DVRzwUf3aeGvNaJDU1FU+fPkVqairXoqidx48fo2HDhmoJV9GhQwc0a9aMjqJTKDrMzz//jJo1a3ItRqHRhP7dvXs31q9fjw0bNqBevXpqK1cfOXfuHGrXro01a9YAAFxdXbkVqJShz/0HTXP+/HkcPXoUMpmMa1EoZQw+n68XWzz8/Pxw8OBBjB8/HmfOnFEeJ4Rg6NCh6NevH8RiMYcSapa89O/gwYPx+fPnIjm8Df8cjqi0KBCobilmkT07H/45vMjyUWNei5iYmKBbt26F9vBeWpDL5Rg1ahQkEolaYgIzDIP169fT2XkKRQdhGAZ8Pr9EK3C4QN369969exg5ciR+++23UuMzgAsIIVixYgV+/PFHtG7dmrZVMdHX/oOm+fTpEwYMGEBn5SmcwDBMqTfmr1+/rvzeMwyDvn37IjQ0VPn31q1b8erVK/j5+XEppkbJS/+6urpi/vz52LBhA/75559CleVh64Gd7XLfnrCz3U542BYjMlCJg+TpAKUpznxwcDDXIqidgIAAAoDcvXtXreVOnjyZ8Hg8zmOE0kQTTdmJYRgCgGzZskWt77q2UKf+HTt2LGnWrBkRi8VqK1PfkEgkZMCAAQQAmTdvXpmLS6xu9LH/oEmEQiFp0KAB4fP5nOtOmspuat68OdevQolo1qyZSl+cz+cTb29vIpVKlXkWL15M+Hw+efToEYeSapa89K9YLCaenp6kadOmav/G0TjzOohUKsWdO3cglUq5FkVtxMXFYfbs2Rg+fDiaNGmi1rL9/Pzg7OxMneFRKDoCIQRt2rTByJEjuRalyKhb/27cuBEXLlyAoaGhWsrTRwQCAUxNTXH48GEsXryY6vISoI/9B00il8vRt29fPHnyBHK5nGtxKGWYqKgorkUoEZ8/f1ZZKSuXy/HixQuV/fMzZ86Ej48PJkyYoJcRqfLTv4aGhtiyZQu6devG2Ypi+mXVIkKhEO/evYNQKORaFLXx6tUrODk5YcWKFWov29TUFHv27KHL7SkUHcHBwQGHDx/mWoxioS79O23aNJw9exYMw8DCwkJN0ukXr169wsWLF8EwDLZt24aff/6Za5FKPfrYf9AUhBBMmjQJZ86cof0HCueUdm/2IpEo1+OzZ89GfHw8AMDAwACHDx/GkSNH9HJLS0H619fXF1OnToVAIOBkMIMhejCEkpaWBisrK6SmpsLS0pJrcfKEEIKsrCwYGxvr1cPOsqxGZ1yGDh2Kffv20dF1CkXLMAwDHo8HuVyO5cuXY8qUKTAwMOBarGKhDv27a9cuDBs2DDt27MCwYcPULKF+cOvWLXTr1g1Vq1bF/fv36Wy8mtDX/oMmWLduHSZPnsy1GBQKAMDGxgafP3/mWoxiwbIsKlSogMTExG/O8Xg8rFq1ClOmTFE5npqaiuTkZFSpUkVbYmqcwurf+fPnIyMjA2vXrlVLvYW1b+lXVoswDINr167pxYdYLBZj+vTpSEhI0Hhnbc2aNbC1tdWLdqNQShu9evVCt27dMHr06FJryAMl179Pnz7FmDFjMHz4cGrI58GxY8fQtm1b1KlTB4GBgdSQVyP61H/QJGFhYZg2bRrXYlAoSkrzzPyyZctyNeSBbEN/586d38xE//zzz+jVq5deRY8orP61srLChg0btB6qln5ptYhQKERwcLBeLJPz9/fHunXrkJCQoPG6rK2tsW3bNr3ch0Oh6DIGBgYghODGjRvIzMzkWpwSURL9++XLF/Ts2RM1a9bExo0bNSBd6eePP/5Anz598NNPP+HixYuwtrbmWiS9Qp/6D5qCEILx48fTAQ+KTlFajdqLFy9i/vz5+eYJDw/H06dPVY4tXrwYz58/x+rVqzUpnlYprP4dP348PDw8MG7cOK3aLNSY1yKEEFhYWJR6ozQiIgJLly7F5MmTtRZnunv37mjevDkEAoFW6qNQyjoCgQBNmjTB0aNHsXbtWlSsWJFrkUpESfTvly9f4OzsjOPHj8PY2FgD0pV+mjdvjoULF2L//v3UKaAG0Jf+gya5fv06goKCSq3xRNFPSovTyqSkJNy/fx8ymQxv375Fnz59CrxGIBDg4MGDKscaNGiASZMmYdGiRaU+LJ+CwupfAwMDbNy4EXfu3MGhQ4e0JB3dM6910tLSdF7G/CCEoGPHjggNDUVoaCjMzMy0Um90dDSqVatWqpcrUSiljQoVKsDLywtBQUF6MdtVHP2r8AlCCNGLNlAnLMti5cqVGDlyJGxsbLgWR+8p7f0HTTNw4EAcOXKEGvMUnUMmk4HP53MtRr7MmTMHy5Ytg7m5OczMzJCUlFQoX1Vt2rTBlStXVI5lZmbC29sbbm5uZbL/0KtXL1SuXBlr1qwpcZ10z7wOcv78ea5FKBEvXrxAYGAgNm3apDVDHgCePHlCDXkKRcukpaVh+/btevEhBoquf//++280aNAAsbGxetMG6kIqlWLgwIGYO3cubt++zbU4ZYLS3n/QJJmZmTh+/Dg15Ck6iVgs5lqEAlGEl87IyEB8fHyhnU6/fv36m2NmZmbYt28fFixYoDffzqLo38OHD5fYkC8KdM2yFklNTcWzZ8/QsWNHWFlZcS1OsahVqxZev34Nd3d3rdbbsWNHODg4KMNgUCgUzfPy5Uu4ublxLYZaKKr+TU5ORp8+feDi4oLy5ctrQcLSg1gsRu/evXHx4kX8+eef+PHHH7kWSe/RRv8hJSUFMTExSEhIQFJSEj5//gxPT0+0bNkSb9++xbJly5CVlQWpVAqZTAZCCLy9veHn5weJRIJff/0VxsbGMDU1hYWFBSwtLTFq1ChYWlri1atXkMvlcHR0hJWVldo7+KdPn0ZWVpZay6RQ1IVEIoGpqSnXYuRLmzZtYGBgUORtAR8/foRMJvtmG2zz5s0BZK/gEolEWp0AVDdF1b8CgQAsy2L//v1o0qQJqlWrplH5qDGvRUxMTNChQweYmJhwLUqxuH79Opo1a6Z1Qx4AjIyMMH/+fIwdO5buGaRQtIQ+LZ0uiv4lhODXX3+FUCjEkSNHSrUXf3XDsiy6deuGGzdu4MyZM+jQoQPXIpUJ1NV/CA4ORnh4ON68eYOIiAhERkZi8+bN8PLywty5c/H7778r8/L5fEyZMgUtW7aEWCxGWFgYjI2NYWhoCIFAoNx+AgByuRwfPnxAVlYWMjMzkZGRgdTUVAwdOhQAMHXqVJw7dw4AYGpqCmdnZyxYsAD9+vVDZGQknj9/ju+++w5Vq1Ytls+Fffv2gc/n0xC2FJ0kISFB552CXr58uVj7+xXvvqura67ne/bsCTMzMxw4cKCEEnJHcfSvWCzG/PnzUatWLZw9e1aD0gEgekBqaioBQFJTU7kWpUBevnzJtQjF4unTp4TH45Ht27dzJkNWVhapUKECAUATTTRpIX38+JGz910TFFb/btq0iQAgZ86c0bBEpZMtW7aQq1evci1GmaOwzy/LsuTDhw/k1KlTZMGCBWTYsGHKcy4uLgQAKVeuHGnUqBH5+eefSWhoKCGEkPDwcHL37l3y9u1bkpqaSliWVZvsUVFR5NatW+To0aNk3bp1ZPLkyeTWrVuEkOznSaFzBAIB8fLyIrNmzVLeS1JSUr5lx8fHEx6Px7m+pImm3BLDMGTJkiVqe5c0gVAoJM7OzoRhmGLdY37fg7179xIAJDAwUIt3pH6KY7/9+eefBAC5ePFiseosrH1LjXktIpFIyJYtW4hEIuFalCIhk8lIw4YNSc2aNTmXffPmzZwrZppoKivpzZs3nL7v6qQo+vfEiRNk7ty5WpCq9JCRkUEOHz7MtRhllvyeX7FYTGJiYgghhERGRpKKFSsq3+Fy5cqRdu3aEalUSgghJCwsjHz+/FmrshcEy7IkLi6O3Lx5k2zZsoWMGTOGrFixghCSfT8ASJUqVUj//v3J77//ToKDg1UGGi5fvsy5rqSJpvxS1apViUwm4+oVyxeRSEQGDRpUbEMeQL4TfSzLkpYtWxJ3d3ciFAq1eGfqo7j2G8uyxNfXl3z33XfFsp8Ka9/SZfZaRCgU4u3btxAKhaVqz/yOHTvw8OFD3Llzh/Plpr/++is2bdqE169f0+V0FIqG0aeY1oXRvwqPwz169ECPHj20LKHuIhQK0aVLFzx69Ai+vr6lPkxhaSTn82thYYHnz58jKCgIQUFBuHv3LurVq4dbt27B2dkZQ4YMQf369VG/fn04Ozur7E/38PDg8C5yh2EYODg4wMHBAS1atFA5Z2tri0OHDuHhw4e4d+8e/vzzT1hZWSE+Ph4Mw+DPP//M1QEXhaJLvH37Ft26dcOZM2d0yiHc27dv0aNHD4SEhBR7C6uBgQFevHiR53mGYbB161Z4e3tjxYoVWLRoUXHF5Yzi2m8Mw2Djxo2oU6cODhw4gCFDhmhGwCIPE+ggpWVmXi6Xk8+fPxO5XM61KIUmKSmJWFtbqyzT45rU1FTy448/cj7SShNN+p7u37/P9euuNgqjf0eNGkUGDx6sRal0H6FQSNq0aUPMzMzI7du3uRanzPLlyxfy/PlzIpfLyfnz5wkAYmpqSjp06EBWrVpFHj9+zLWIWiEzM1O53DUzM5MYGxtzridpoim/xOfziY+PDwFAAgICOH6D/uPIkSPE1NSU8Pn8Et+jsbExiY2Nzbe+FStWkK1bt2rp7tRLSe23GzduKFdHFQW6zF5HuXTpEtciFAmWZcnBgwcL3LOmbeRyOfHz8yMMw5RoaRBNNNGUd7p27RrXr7payU//nj17lgAgmzdv1qJEuo1YLCYdO3YkJiYm5Pr161yLU+ZITEwk27dvJx06dCAGBgakSZMmhJDsLQ/Xr18nYrGYYwm55/Pnz8Tc3JxzXUkTTfmlM2fOkLFjxxJjY2MSEhLC6TsjEonIyJEjCQC19Z/5fL5OTfppAnXYbwUNeHxNYe1bGmdei4hEIjx79gwikYhrUQpFamoqGIZBv379YGdnx7U4KvB4PMydOxdnz56FqanpNyExKBRKydGnZfb56d+EhAQMHToUnTt3xsiRIzmQTjcRi8UQi8U4ffo0WrZsybU4ZYqzZ8+iQoUKGDlyJLKysrB8+XI0a9ZMGeKpZcuWxfL6rm/cunULGRkZXItBoeSJk5MTOnbsiFWrVsHNzQ39+/eHRCLhRBaRSITOnTtj+/btAKC26FByuRy7d++GWCzON59MJsOoUaNw7NgxtdSrLdRhv12+fBkuLi4ICQlRo2TZUGNei8jlchgaGpaKvd5ZWVlo0KABli9fzrUo+dKpUyc8e/YMjRs3BgCd2otEoZR2SsvAY2HIS/8SQjB8+HAQQrBz506qQ5Adfi4uLg4WFha4cuUK2rZty7VIeg3Lsrh69SoGDBiAKVOmAAD+97//YeGqhYiNjcX169cxYsQIODg4lIr+gzbZvXs3+Hw+12JQKLnC4/EwduxY8Pl8mJiY4MCBA6hevTon31aRSIQuXbrg+vXrYFm2xOXxeKompK2tLYyMjPK9RiAQIC4uDhMnTkR6enqJZdAW6rDfWrZsicqVK2PatGlqlOxfir1WQIcoTcvsMzMzuRahUCxcuJAYGBhwvhyosLAsS/744w9ia2urlv0/NNFEE8i+ffu4frXVSm76VyaTkTlz5pBTp05xIJHuwbIsmTRpEnFyciLp6elci6PXJCUlkWXLlhE3NzcCgFSvXp1s2rSJEELI5cjLpObemuRy5GVl/tLSf9AW8fHx9HtPk04nGxubPG0TdYZ+LAihUEi+//57tYdwVJTH4/FI586dCyVLZGQkMTY2JtOmTdPwXasXdejfEydOEACFXrJPl9nrKKdPn+ZahAJ58+YNli9fjmnTpsHLy4trcQoFwzAYOHAg3r59i99++w0Mw9DRegqlhJiYmHAtglr5Wv+yLAs+n48lS5aga9euHEmlW6xcuRLr1q3D7NmzYW5uzrU4egchBElJSQCyt3csWbIELVq0wJ07dxAeHo6xY8eCJSw2PdsEAAh4HgCWZM+ilYb+gzqISo0qVL4jR46obZkwhaIJli5dCktLy2+OX7t2DU2bNkVmZqZG6k1JSYGfnx88PT1RuXJlVKxYUW0z8kD2rPzo0aNhY2OjPObr61uoa11dXTFnzhysW7cOYWFhapFHG6hD/3bv3h3NmzfHlClTIJPJ1CBVNtSY1yJpaWkIDg5GWloa16LkCSEEo0aNgqOjI+bMmcO1OEXGxsYGmzdvxsOHD+Ht7c21OBRKqaZWrVpci6A2vta/LMuiU6dO2LJlC8eS6Q67d+/GrFmzsGDBAowePZprcfQKmUyGP//8E40bN0aTJk3Asiw8PT0RHx+PvXv3omnTpsotHlfeX0FUWhQAIDI1EkHvg0pF/0FBYY3x3AiMCkSXU10QGBVYYN6HDx/SbTEUnYTH46FatWoYPnx4rucrVaqE58+fY/r06WqrkxCCZ8+eYdKkSXB2dsbChQsRHh6OmJgYpKamqs2QB7In0OLi4uDv7w8AcHBwwKhRowp9/dSpU+Hm5oYrV66oTSZNoi79yzAM1q5diyZNmqh3q0VJlwzoAqVlmX1WVha5dOkSycrK4lqUPJFIJGT69Onk4sWLXItSYmQyGdm8eTMxNzenS/FooqmIydDQkMhkMq5fY7Xxtf4NCAggAEhQUBDHkukGSUlJxNzcnIwYMUKryz/1HbFYTH7//XflUvrWrVuTc+fO5RniSM7KSeeTnUmtvbVIzb01Sa19tUiXv7oQoUio8/0HQnLfHpCTyJTIPK9V3HvNvTVJl7+6EDmbfxioWrVqca4naaIpr3Tu3Ln/Htakt4QssMz+9182bdpEAJCrV68W6R1T8PbtW7Jz506yatUqMm3aNOLh4UEAEIFAoJX7s7S0JFKplIwaNapYkW8yMjKKdd9cwJX9RkPT6Sjh4eFci1DmiIuLI/379ycAqFFPE02FTLVr1+b61VU7Cv0bERFBzMzMyKhRoziWSLd48eJFsWLhUr5F0Y5SqZRUq1aN9OnThzx58qTA6y5FXiI199b8Jl2OvKzz/YeCjPGCDP2v7z2vfIRkh6elMeZp0tU0ZcqU/wZFFYa8Iv1r0MvlcuLr60tcXV3Jyw8vi/y+NWnShADZ/VoDAwNO7vPZs2dFljsnMpmM7N27lwiFwhKVow3UrX937NhBVq9enW8eumdeB5HJZLh586Za90mok0mTJmHjxo1ci6F2HBwccODAAdy4cQPVqlUDQL3eUyj5IRAIUK9ePa7FUCsK/SuRSDBs2DCUK1cOK1eu5FoszomOjsa0adMglUpRs2ZNGuazhGRlZWHDhg1wcXFBeHg4BAIBgoODceTIEdStWzffa1nCIuBZABiofp944GHjk424cfOGzvYfgNy3ByjIyw9AzvMrH/73PjJgcs2n4OPHj8jKylLzHVAoJWf27Nnw9/fP7mcmRwAfn6hm+PgESI4Aj8fDrl27YGxtjO6Huhdqa4kCmUyGJ0+yy5XL5ZBKpeq8hULBMAzu3LlTojKioqIwfPhwrFmzRk1SaQZN2G8RERGYN28ePn78WOKyqDGvRTIzM/H69WuNObwoCX///TfWr1+v107jfH198fLlSxw6dAhVqlQBQI16CiU3WJbVq/3ywH/6NyEhARYWFtixYwcsLCy4FotTUlNT0bFjR5w4cQKpqalci1Oqkcvl2Lt3L6pXr44pU6agffv2SgeChXUkGf45HFFpUSAgKsdZsHiX8A73g+/rZP8B+G8ggvdvt5LH8FSM8fwMfSB7r3yiKFH5NwHJNZ+C8PBwDdwFhVIyFi1ahKVLl/5nyG+qC5z8at/8yeHZx5Mj4FbFDe7z3GFkb5Tv4NXXvHz5ssCY7pqGEAJ7e/sSleHu7o7x48dj+fLlajFqNYUm7LeZM2fCzMwM8+bNK3FZ1JjXIhYWFpg6darOdSClUilGjBiBBg0aYOTIkVyLo1H4fD769u2LV69eYf/+/XBxceFaJApF59BHY16hfx0dHXH69OkyHztdJpOhT58++PDhA86fP49y5cpxLVKpZt68eRgyZAgaN26M0NBQ7N69G87OzkUqw8PWAzvb7cz13K4fd2Hp3KU6139QoDDWWWQbIyxhlcZ4QYY+S1iserTqmzLzm50vSbxnCkWdKCbBVqxYgfnz5/93QlxAHHVxOq68v4L36e+RFZuFW8tv4fyr84Wq8/79+8UVV600bNiwxGXMmzcPZmZmmDVrlhok0gyasN+srKywcOFC7N27F8HBwSUqixrzWoTH4yEkJAQ8nm41+9q1axEWFobt27fr9cx8Tvh8PgYMGIDQ0FA4OjrCyMgIAJ2pp1AU6JsxzzAMhg0bhsuXL3Mtik4wdepUBAUF4fjx4/D09ORanFJJeHi40hvz6NGj8eDBA/z555+oXr16scrjMTw0qtgIL3558U36n9P/EBYapnP9ByD/7QEBzwMQGBWYp6EPAGHJYSqz8goUs/Phn7+dhS9uG1Mo6kDxHlpaWmLChAl48+YNZsyYoZrJKH/DjzU0Uw5yMWCQ9jQNk2dPLnB2XiQSYcWKFZzqAj6fD09PT7VMiFlZWWHJkiXYv38/nj59qgbp1I+m7LfffvsNVatWxZ49e0pUju59FfQYkUiEJ0+eqDccQQkhhODBgweYMGECateuzbU4WicsLAyZmZm4desWdu7cCUdHR65FolA4x8HBAba2tlyLoVYOHTqE8+fP0+XkyF55IZFIsHHjRrRp04ZrcUodGRkZmDFjBry9vbFw4UIQQuDs7KyWWaq80MX+g4L8tgdEpkZi3ZN1eRr6LGERnR6dZ9kja42Eh62HyrGo1Ci4uLhQ/w4UraN45ry9vbF79258+vQJa9asQdWqVb/NbOcOjHsK9NiherzHDmDcU1zJeKcc5DJyNEL5H8vj7em32HZxW74yLFmyBDExMWoNNVcUeDweGjdujNu3b6ttAmzo0KH4888/4ePjo5by1I2m9K+BgQGuXbuGtWvXlqgcasxrEZlMBkKITjmwYRgGJ06cwIoVK7gWhRPq1q2LDx8+oGHDhhg6dCjevXuHrVu3omLFilyLRqFwhq5+UIvLly9fMHnyZNSoUQOdOnXiWhxOEYvF4PF42Lx5M40lX0QIIfjrr7/g6emJjRs3Yv78+bh69apWVnSprf+QHAEstMr+V03ktz1gXuN5iM2MzdPQD0sOw+bnm/Ms+1LUJeVee+C/OPRXY67SbXIUrcHj8SAQCNC7d2/cv38fz549w5AhQ2Bqapr/hXbugNNXzmSd6oG1dftmNUu5juVg7GiMWRNmQSrL3aFdaGgoVq1axZkhD2QPBs+fPx92dnZqK5PP56NXr17g8/nIyMhQW7nqQpP2m7OzM3g8Hp4+fVrs35Ua81rEwsICEydO1Jk9bxcuXMCFCxfAMAwMDAy4Fkfr/PXXX0hJSVE6KQIAQ0NDjBgxApGRkViyZAmH0lEo3GBgYICaNWtyLYZamTlzJkQiEc6cOaMz+pcLPnz4gO+++w6XLl3iWpRSiVwux8KFC1G7dm2EhYVh3rx5MDY21krdauk/KBxyAcCmuoh6f6to1+YxCJDf9oCfqv+Up6G/81M8SGqMirH+NVFpUeh6qisCowK/8YjvXKloPgkolKKgWFJta2uLuXPnIjo6GgcPHkSjRo2KNoCnmKEHsv+1c891NQtPwIPjYEdkxGXg4oOLuRZ18OBBEEJyPadN1GnI52TDhg2oVauWzkWq0LT9Fhoainr16uHo0aPFup4a81rm5MmTXIsAAEhJScHQoUOxY8eOgjPrISEhIejVqxf27t2b63kjIyNMmjRJJ/cnUiiaRCqV6tUeaqFQiNu3b2P58uV48OAB1+JwhlgsRs+ePSGXywsMkUb5D0IIduzYgeDgYAgEAty8eRNnzpyBq6ur1mUpUf/hqxBZgaYm6HJjDAJf7C/ctTkGAYoyq5+rod/5FF5ERqNRlhhe+/tgRNXeeV5vZWgFACp774Fsj/gmPib0G03RGDVr1sS+ffsQGxuLRYsWlWzFpp07sDA1+1/kvZrFtKopgp4HoXOTzrkWY2VlVXwZ1IimjPkOHTogJiYGGzZs0Ej5JUGT9puXlxe6dOmCuXPnQiKRFPl6qgW1SFpaGl68eIG0tDSuRcHs2bORmZmJTZs2cS2K1iGEYOLEiXBzc8t3mampqSnq1atXZpwCUigKvLy8uBZBbZiamuLZs2fo16+fzuhfLpgwYQKCg4Nx8uTJEocTKivExMSgffv2+O2333DxYvZMmbW1NSeOUkvUf/gqRBYLYJONNQAg4P5SsElv8r82jzjZxSKX8i7HXAUAuFm5IXhQMIIHBcPV0hUAkCrJ9nERmRqJVY9WqXjE/+zxGXwB/T5T1M/s2bPx/PlzDBo0SOkgWZ3kt5qlpXtLfE7+jK1bt35znYODg05EctCUMf/dd99h5MiRWLZsGZKSkjRSR3HQhv22bNkyREZGFmuSlRrzWsTQ0BCNGzeGoaEhp3Lcu3cPW7duxdKlS4scOkcfOHv2LIKCgrB27doCf4u//voLvXtnzxpQo56i7/D5fFSsWFFvnGEeP34coaGhMDIygomJiU7oXy44ePAgtm3bhoCAADRo0IBrcXSOqNSob44dOnQI3t7eCA0NxcWLFzFz5kztC5aDEvUfvgqRdcXUBFGG2VvrIg0NEBRzPffrChEnOy9ya9PcyrtiaoIocXK2LKmROBx2WCUmfU4SRYkqHvGFJkKY1zH/Jh+FUhKWL1/+X6x4jggKCsKoUaNw4cIFleO6MBBrZGSksj1V3cyfPx+EEJ3a6qoN+61mzZoYNGgQFi9eXGS/AdSY1yLGxsaoUaOG1vbY5cWKFStQr169Mun8SC6XY+rUqWjbti06d859GVNOnJyccOjQIdy7d09p4NDwdRR9hc/n4+zZswU79SkFfPjwAYMHD8a2bdmegXVF/3JBixYtsHLlSgwdOpRrUXQOhUO1wKhA5bHPnz9j3Lhx6NixI168eIEOHTpwKGE2JXp+c4TIYgEE2FiD9+++Wx4hCHj3V+7hsAoRJxv41nA/GHrwmzbNrbyvZWEArHi0AisfrvzG+31uMGBg19UOhchKoRSKgICAbwbuch2Y0jB9+vTB999/j3HjxqnsH3dwcNC6LDnh8/lo166dRvvB5cuXx7x588Dn83XCPwCgvf7DokWLMGjQoCI7wqPGvBaRy+W4fv0650tkjhw5guPHj5fJmWY+n4/du3dj48aNRVJGjRs3xsOHD3HgwAHY29tTg56il2zYsAH16tUrOGMpYOrUqTAzM8OiRYsA6I7+1SYZGRn48uULKlWqhOnTp1O99RVfO1R7+Oghvnz5AltbW/zzzz84dOgQbGxsOJYymxI9vzlCZClm5dl/nwWWYRCZ8UEZ812FAuJkw8jim8GQy1GXseJRdnQcReg5pTH0VXlfy6LotieKEkFAUOEzwZ/LZd+kCp/Jv/kJjB2NYeJiUvQ2oVBywDAM9uzZgzFjxqgcz22wT1vyBAQEICYmBv7+/srjXM/My+Vy/PzzzxqvZ9q0aVizZo3OfLO01X9wcXGBv78/LC0ti3QdNea1SEZGBsLDwzkLu/D+/Xu8efMGJiYmZTKki1AoBMuyaNasGTw8PAq+4Ct4PB769++PiIgITpwfUSiapn379lyLoBauXbuGo0ePwt/fH9bW1gC417/ahhCCUaNGoUWLFmVqAKMoKJZzE0Lw+PhjNG3aFKtWrQKQvSpLlyjx82vnDtaxDgJsrMF8NduVM+b719fkFyebtXVTGQyRsTKsfLhSmS0yNRJrHq/5zxjKUZ5iVv5rWRRU+EywcVvuz+3GbXKlQb+19VY0cGlQJicnKCWHYRjw+XwcPXoUgwcPVjn39WBfrqtXNIiHhwcmT56MlStX4suXLwCy9RKXBr2hoSG6dOmilbqkUinWrVuHJ0+eFJxZw2i7/7Bx40YsXry40PmpMa9FzM3NMX78eI3uNckLQgiGDx+OH3/8kdP4lFwyceJEtSghMzMz1K1bl3rRpegVPB4PlSpV4loMtTB79mw0bdoUAwcOVB7jUv9ywR9//IEDBw5g1qxZ1NDJBZawCHgWACIiiNkSg08HP6FSh0pYsHAB16LlSlGe37yWBYczUkQZGoB8NduliPke/jn824vyiJMNO3eVve2RqZFY+3gtEkWJymwMGBwOPwwghzH0b3nhhga5yqLApACHztuarMeLX16gaaWm+OvkX6hUqRJ9zilFgs/nw8DAAGfOnEGvXr2+Of/1853r6hUNM3fuXNy4cUO5QohhGHTt2hUCgUDrsvD5fHTs2FFr4V0ZhsHOnTsxffp0zpfba7v/kJycjGXLluHjx4+Fyk+tES3C5/MRGRnJyQfn0KFDuHLlCtasWVMmjdDnz59j586datv7WL16ddpxoOgVTk5OnHQQNMHJkyexe/dulSV6XOpfbfPq1SuMHj0aQ4YMQb9+/bgWRye58v4K3iW/w9ulb5HxTwYqjakEs55muPWpCLHXtUhhn9/8lgXnFQ4LAHa22wkP229XrEWlRuUaJ5slLNY9WafiXf5Q+CGVawkIpKwUwFfGkJ07PH67h52f4vO9l/yYeGOi8h5tbW1x8eJFmJjQUHWUglG8Qy1btsSdO3fQsWPHb/IoBvtyPt9czM6bm5ujfv36kMvliImJAQD8+OOPkMlkWpUDyF5q3rdvX63VJxAIsHz5cly7dg2Bgdrd5vA12u4/TJkyBebm5sqVYgVBtZ4WycrKwqNHj1ScWWiD5ORkTJo0Cb17985Vaek7ilB0Hh4eGDlypFrKrF69OqRSqVrKolB0gWrVqnEtQon58uUL0tLS4OjoiOrVq6uc40r/ahtCCAYOHAhnZ+cyGXq0MCg66nwDPuza2qHK/CqwamCV93JzHaAwz29By4LzC4fVqGIj8BjVLqHKwMBXcbIX3F2AjxkfVbzLy4nqsviv97xX6jABYR6ekERFIdrAAI1mJiB4UDDKm5QvVpvkvEcPDw+cOHGiWOVQyg58Ph92dnZ48OABgoKC8ozuoZiVz/l8czU7DwCjRo1C+/btIZVK0bp1a04cuRoZGaFTp05arbNLly5o2rQpZs2axemqYm33HywtLTFr1izs37+/UPmLZMy3b98eZmZmYBgGPB4PFStWVMZeVcCyLFq2bAk+nw+GYWBtbY3Tp0+r5Ll48SIsLS3B5/PRunVrlXOHDx+Gg4MDeDweGIaBQCBA5cqV8erVq6KIqpNIpVJkZWVp3QicM2cOJBIJNmzYoNV6dYWTJ0/i5s2bWLt2LQwMDNRS5teGAoVSmhEIBKhatSrXYpSYOXPmoFGjRrnuEedK/2obhmHg7++PI0eOwMzMjGtxdA5CCOaumItHhx6BgMDW1xbGjtkd43yXm3NMYZ5fdS4LfpfyLs+BgQvvLuBUxKl8r89vz3tEhx8wfHdnBEYFIiw5TGVpflH4+h7btWuHKVOmlInVN5Siw+fzYWNjg1u3bqFhw4Z55lMM9n0dUYHLwb7Ro0cjPDwc27Ztg6mpKUaNGqXV55zP56NLly5a/6YwDINly5bh2bNnnM7Oc9F/GD16dKH9IxTJmH/y5An69u2LU6dO4ciRI2BZFl26dEFCQoIyT6dOnXDz5k1MmTIFJ0+ehKWlJXr06IHY2Fhlnv79+6Nz587Yt28fHjx4gC1btgAAQkJC0L9/f1hYWODgwYO4efMmVq5cCTs7O3z+/LkoouokFhYWmDVrltb2myiYOXMmDh8+jAoVKmi1Xl1BLBZj4MCBag0vRI15ij5BCEGVKlW4FqNEvHz5Etu2bcNvv/2WayeHK/2rTaKjoyGXy+Hr64s6depwLY7OIZPJMHbsWCyfvRxtyrfJdR9mXsvNuaag51edy4IDowLR9XTXXAcGWMJi+cPlBZZR0J53E8l/TvOKS273+Msvv1CHj5Rv4PP5sLKyws2bN/Hdd9/lmzf8c3i2Y0yo6gcuB/tq166NoUOHYsGCBfj8+TOmTZum1S0lcrlcxQeNNmnRogVu3brFqYNeLvoPJiYmuHbtWqHyFulJSEpKws6dO9G1a1f07t0bN27cgFwux9GjRwFkz8oHBgaiQ4cOWLVqFbp3746XL1+CZVlMmzZNWY5YLMb333+PHj16wNLSUjkYcODAARBC8PLlS/Tt2xctWrTAlClT8OzZM/zvf/8riqg6y59//qm1urKyspCeng5XV1f88MMPWqtX1+jXrx/++OMPtZZpZ2en10YBpWwhl8tLtTFPCMHkyZPh7u7+TWihnGhT/2qbtLQ0tGjRAtOnT+daFJ0kMzMT3bp1w7Zt27B9+3Yc2HwALwe/LNRyc10hv+dXXcuC36W+w8anG1WO5TSaL0ddRoo4pciy54Yo8h0MW/yca+g5kWEB1xrmfo81atSAp6enWuSj6Ad8Ph8WFha4efMmvLy88syncBxZHN8S2sDPzw8SiQSLFy9GxYoV0aFDB62FbrO0tFTrhFhhyOnIs3nz5mAYRunVnwu46D84OjoWKl+JvliK2XZnZ2cAwK1bt8CyLAYNGqTMY2lpiQoVKuD+/fvKY9OnT8ewYcOUS/ZnzZoFAHB3z96LNXv2bL30uJ6eno6QkBCkp6drpb6lS5eibt26kEgKGCLXU+Li4jBu3DiNrOpgGIbOzlP0BoFAgLp163ItRrG5ePEirly5gtWrV8PQMHcrQNv6V9tMnjwZycnJGDt2LNei6CQLFizAzZs3cf78eQwfPpxrcYpMfs9vUZYF5+XpPio1KntG/lRXvE9//035kamRuPL+Cvwf+ed6vb2pPYLb7MOLyGgER0ajZ1r+75ldav6h5wBg/IjclxGPH8FHnC2T5z0OHDiQOsKjKKlatSpu3ryJmjVr5pknp3+IovqW0BYVKlSAv7+/ctVVdHS0Vry8CwQC9O3bN89vq5LkCGChVfa/JSQ3R56rVq1C7dq1IRaLS1x+UdH1/kOxn0iWZdG/f39YWlqie/fuAKDc1/71EhZra2ukpqYq/16wYAFSU1MRGhqK2NhY5QMybNgwNGnSBOvWrYNAIED58uXRqVMnvHz5srhi6hQGBgaoU6eO2vZt58fLly+xYsUKDBgwoOAXUE+ZPXs2Dh8+rLGRSzc3N62NilIommTdunXKwdTSiI2NDcaMGZNv6Elt6l9tc+HCBezatQvr1q2Dm5sb1+LoFIrO7oIFC3D37l1Ol2qWhDyf3+QIhC+3L9Sy4Lw83SuOr3i4Is/6eeBh2YNlee5vTxAm4NDHW4j6NyLGPROTfO/HqICtpyYSIM6WQe9Zgm+SwpDP7R4BYPDgwdSYp0AgEGDr1q14+fIlatWqlWc+ruPJF4WRI0fil19+ASEEERElN5oLg0wmK3iJfXIEsOnfCYFNdUtk0Of1e3Tp0gUfPnzAzp25r5rQJLrefyi2tvPx8UFSUhKCgr5dwvW1Es1t5MjS0jLXpVB3797F69evMXHiRLi4uCAwMBC1atUqlJfStLQ05f/T09MhEokAZA88pKamKkM5iMVilbwZGRnf5FU4OZBIJCoDEZmZmRAKhcr7KihvZmam8m+xWIxatWrB2NgYUqkUqampyrYRCoUqeVNTU5Uz6oq8itUKIpEIGRkZKvetGKmSyWT48uULfvvtN1StWhUTJkxQGUlKS0tTemOUy+VITU1V7i9TLMvP2YZf51W0YVZWVoFtmF97K9qwJO2dXxs+efIEe/fuxYIFC2BjY1Nge3/dhoVpb3Nzc9phoJRqeDwefvrpJ5XVVKVRR/j4+CAgIAAA8tQRxsbGqFGjhsp+2tz0rDp1RG55C9OGhWlvRbskJydj+PDhaNu2rUqs5KK0d1G/a8XRyXm1t6JdhEJhodswt/ZWtIsir1wux6tXr1C3bl08efIEFhYWqFWrVoHtrav9CGNjY9SvXx9isfi/NowLR6p/HXwnlmDnp3iwYhas+D9DRC6UY0vLLfCw9YBYIsbaO2tBWIKA5wHIFGYi5GOIsuMsF8kRn5YdKo7ICeRCOQib/TuyEhZSkRSfs7JXuclFcrCS7HoI+1/elWG70MmhAmZ6tEesQbZRn8nKIf73d5MTgnS5HDJCMOEsCzHLIiPH+5jJsshivypX/q8MUhZy0X955Vly5b0SliDsQ5iyDe3s7NCjRw+9CbVJKR7u7u4YMWIEBAJBnjoCAM6/Po+I+GzjMzI1EmdCzui0jvj8+TN69OihogM1ibOzM5o0aZK3Tk6OgCjiHtLF/9l6aa9uI+tjKICi9yNOvTiFyC+RAICIxAicfpntRN3T0xN9+vSBn58fhEKhVm0NsViMevXqwdjYuFDfNXX3IwqiWJquVq1aCAsLw7Vr11TCOihm5MPCwlC7dm3l8dTUVFhZWRW6/GrVqmHt2rUAsn+McuXKYfr06ejZs2e+161btw7169dHjx49sHnzZjAMg3r16qFGjRpYvXo1qlevDl9fX0RFReH69evw8fFB165dsX37dkgkEtSpUwcNGzbE0qVLUbVqVTRv3hzx8fG4dOkS6tSpg06dOmHfvn1IT0+Hj48PWrduDT8/P1SpUgXNmjVDWloaTp06hbp166JDhw44duwYEhIS4OPjg06dOmHx4sWIi4vDxIkTAQBHjx5F7dq10b59e5w9exYxMTHw9vZGjx49sGzZMjg5OaFx48YwNDTEgQMH4O3tjXbt2uHq1at4+/YtvLy80Lt3b6xatQrlypVDw4YNYWNjg7Fjx+LevXs4duwYLl++jJCQEHh6eqJv375Yu3YtLCws0LBhQzg5OWHz5s3w8vJC69at8ezZMzx58gQ1atRAr169sHHjRhgaGqJ+/fqoVq0a1q9fDw8PD7Rs2RKvXr3CnTt3UKtWLXTv3h1btmwBy7KoW7cufHx8sGrVKlSrVg2+vr6IiYlBUFAQateujS5dumDnzp0QiUSoU6cOmjRpAj8/P7i7u6N58+ZITk7GuXPnULduXXTs2BEHDhxASkoKfHx80LZtW/j5+cHNzQ3NmjWDUCjEiRMnUKdOHXTo0AEnTpxAfHw8atasibVr18LOzg5yuRxPnjwBIQRHjhyBj48P2rVrhwsXLiA6Oho1a9ZEz549sXz5clSoUAGNGzeGmZkZ9u7dC29vb7Rp0wY3btzA69ev4eXlhT59+sDf3x+2trY6u9yGQikMDMPAzc0NnTt3xurVq0uljvD19UXHjh3h6+uLtm3b5qsj2rZti+XLl6NKlSrw8fFBt27d4OfnBxcXFzRp0kQjOqJhw4YoX748tm/fjho1auD777/HgwcP8M8//yjzrlu3DmZmZmjQoAEqV66MgIAAeHp6olWrVnjx4gUePHgAb29v/PTTTwgICIBAIEC9evXg4eGBtWvXolq1avjtt9/g6uqK5cuXK+9t27ZtkMlkqFOnDurXr49ly5ahWrVqaNGiBWJjY3H58mXUqVMHnTt3xp49e5CRkYHatWujRYsWyu9a8+bNkZKSgtOnT6NevXr44YcfcPjwYSQnJ8PHxwcdOnSAn58fXF1d0bRpU0gkEhw7dgx16tRB+/btcerUKcTGxsLb2xvdu3fH0qVLlR1DHo+HQ4cOKXV7YGAg3r17p3y2VqxYAXt7ezRu3Bjm5ubYu3cvatasiTZt2uDOnTsIDQ2Fl5cXfv75Z6xZswbW1tZo0KABKlSogK1bt8LS0hKbNm2CiYkJ/vjjD7x+/Rq9e/fGhg0bYGxsjAYNGsDNzQ0bN26Eh4cHWrVqhZCQENy/f1/5HdalfoS3tzeSkpIQFhYGNzc3NPGqBHlcCI7eykLtCny0dyeYImmOGKERvBv6okePHpgxYwaenn4Kw8aGeJz4GI8PPoaxszFe13yNof5Dce3ZNbRr2A5RTlFIPJ8IgYUAplVMwTPj4cutLzB2MoaZlxmEb4UQfxTDyNEI1o2tkXQpCXxjPkyqmEBgLcDn659h5GgEc09ziKJF2BN5HRWsjSEjZtj/+QsMGAY1TYzhamCAP758gauhERqamiJSIsFTkRDfGRmjjbk5jn75AhYEXsYmmPxehHNnU/Fn1XIw8TSH9LMUGaEZMHMxg6mPKXgPeOhbtS/OiM4gzSkN0xdMR3y7eLRo0QIv37+EkZERJ7G4KbqDXC7HkSNH8tQRXl5eaNW6FRbuWojksGQYOhvCppENZi6fiTe136Bhw4Y6qSNSUlJw+fJlrbQhwzBo0KABGIb5xtbYtWsXariUR5t3S/D3BxlC4ll4luejr7cB1s4eAQtDBg3H74WTV8NC9yPcq7pj2rxpENuJYephCmmcFNMuTYOwpxA9e/RE5cqVkZiYiEmTJsHPz09rtsbx48eRnp6OJUuW4NSpU4iPj4e3t7fG+xGmpqaF+51IETZcsCyL2rVrIyQkBJcuXULbtm2/OW9gYID27dvjwoULALKNcQsLC/Tr1w8HDx4swiP0HxUqVIBAIMCHDx9yPZ+WlgYrKyvExMQo9++np6dDIBDAxMQELMsiPT0dZmZmEAgEEIvFEIvFsLS0VMrI5/NV8pqamsLAwAASiQQikUg5GJGZmQmGYWBqagpCCNLS0vLNC0AZyiE6Ohrr1q3DwoULYWpqCqFQCEtLSzAMA6FQCEKIMm9qaipMTExgaGgIqVQKoVAICwsL8Hg8iEQiyOVymJubK+/fyMhI+fG6ePEinj9/jnnz5kEkEkEmkymdtaWlpcHQ0BDGxsaQy+XIyMiAubk5+Hy+MuyCIm96ejoMDAxU8iraMCsrCxKJJN82zK+9eTweTE1NS9Teinb5ug1DQ0PRqFEjnDx5Eh07dlRpw7za++s2zMzMLLC9FyxYgDVr1tAOA6VUYmpqimfPnqFSpUqlVkcsWbIEfn5+eP78OTw9PfPVEWlpaViwYAGmT5+udCqTm55Vp47ILW9h2rAw7c2yLD59+gQHB4dCf9fyau+ifteKqpML811TzLQUpg1za2/FMyuTyfD333+je/fucHFxwZkzZ2BlZVXo9s75zOpSP0Imk8HPzw/jx49HBYNMGG5rDKmcIIzw4c2XZ7e3lIAQwGzKM8DOXdneAgMBuhzvgvdJ7wHjbIdgjJSBRCaBsakxZKwMMpEMjIABz4AHIidgxSx4xjwwPAashAWRE/BNsvewy0VyMHwGPEMeCEvAZuWet8JnguVbJBCAgRGPBzkhELIsTHg8CBgGYpaFlBCY/xt9IpNlwQdgzOPhVK8sSMykOGZvDYbPgJWyILIcMmTJ8aP7jzj/8bxShtVtVkNgIMCkq5OwpMESrBm9Bvfv36fe7csgAoEAQ4YMwfbt2wF8qyNCY0NRw6kGgmKCMPnK5G+e71WtVqHzd511UkfcunULvr6+WmvL0NBQeHp65q6T0yPA29kKIimBjAUsjLK3wKSJCQz5gPHoW5A7eBf6u3Yh4gKmBk4Fz4iX/d7/q0/Wd1iPdq7tkJGRgZkzZ8LZ2RnTp0/Xmq3x6dMnbNy4EfPmzYOBgUGB3zV19SPEYjHs7e2RmpqqvK/cKJIxX7NmTYSEhGD9+vVo1aqV8rizszNsbW0BAD/88AMuXbqE6dOno3Hjxpg0aRJiYmIQExNToFe++fPnY//+/Rg4cCCaNm0KlmXx+++/4/z58xgxYgS2bt2a63UKY76gm+UamUyGqKgouLq6amT5l+KnpPu4gbdv32o8brafnx8WL15MjXlKqeTkyZNKfyelkcTERLi7u2PYsGHKlVz5oWn9q22EQiFq1aqF8ePHY/z48VyLozNIJBJUq1YNDg4OCAwMhLW1NaJSo+Bq5cq1aCVC5flNeAls90WgqQmmOJTHmvhEtBOK/sv8203Asbbyz8tRlzH15tRi1+1g4oBEUSJYsOAxPNQU2WHuuk/f5MvpmA7IP9Z8Qfh3Z/CsOg8yBkA+fRoGDAgIeAwPlS0qAwCi0qLgZuWGX9hf8FPPn4pVP6V0o3Dallsko8CoQEy5OQWrfVcj4FkA3qe9V/E3wQMPLlYuONX1lM5FtpBIJPDx8cGbN2+0MkhVq1YtBAcH550h51753Bj3FLArnD8elrDZDjh18Pfgqv9QWPu2SK0SEhICAJg4cSJ8fHyUKWconPPnz8PX1xerV69Gjx49kJKSguPHjxfKvX7r1q1hbGyMFStWoEOHDujUqRNu3LiBoUOH5mnIlyYEAgHi4uI09iAcP34crVu3VtmfUdZ49uwZ5HK5xg15ADA3N9eKJ1EKRZ0wDIOpU6eWakMeAJYtWwaGYTB79uxC5de0/tU2CxcuxIcPH8p02NHcMDQ0xLFjx5SGfF5O30obKs+vkQVYAJtsrAEAATbWUHHZZfRf2NS8PN0XhXhRvDLknX2yPFdDHsj2Ql/h83/fxIJizecHYRjIeEy+hjwAZaefJSyi0qIQlRYFIHvvs1ltM+VqTUrZQiaT4cCBA7h3757K8ZzO1dY+Watz8eQLYvXq1Xj16pVWDHkej4d+/frln8nOPdtg77FD9XiPHUUy5AEg/HN4oX+P9PR0rFq1Smt+A3S9/1AkY54QkmvK6VmQx+Mp488TQpCSklLoTmPLli0RFhYGiUQCQghYlkVGRgYnngs1QVZWFh49eqR09KBOvnz5gnHjxsHGxka5nKOsERsbi+bNm2PNmjVaqc/MzIwu36OUKvh8Ppo1a4bly5dzLUqJEIlEOHz4MKZOnYpy5coV6hpN6l9tExwcjLVr12L+/PmoVq0a1+LoBK9evcK4ceMglUrRsGFDWFtblwov1XmFivsalefXzh1Xem5ClGG2Z+VIQwMEmZrk2oHOq4NcXAoy0BXnK3wmWLmn+N/HZEsAJRgs5zE8bP5nMyZNnkRXK5ZReDwefv31V6UjMwC48v6KcsAnNiMWI2uNzPXaksaTL+x7XVT8/f21NonEsmyBvsoAZOsbp3qqx5zqFcmQBwAPWw/sbJe7vff17/HlyxfMnTsXmzdvLlIdxUXX+w+6tX5Ez5FIJEhJSdFI3PepU6dCJBIpPTqXRWbNmgVTU1OMGDFCK/Up9rVQKKUFuVyO9evX6+zocmExMTFBaGgoJk+eXOhrNKl/tQnLshg5ciS+++47TJ1a/KXT+kR0dDTatGmDa9euqczU5Oy4R6ZGIuj9t9F3uKQoqwZyPr8sYRHw9hh4/8628wjJnp13rPNNB9rD1gPb227XiPy5sXKPHL7/yIu9vF4JU/CsfH6wJHs2r1rHanB0dKSRZ8ogiogWigkexSoV3r+mD4/h4fL7ywgeFKzWePKaWg3EsqzSG742qFGjRuFXuSpm6IEiz8gr4DE8NKrY6JvfIrffo3LlyhgyZAhWr16t9EKvSXS9/0C1mxaxtLTEokWL1L6v/+rVq9i9ezf8/f0LtZ1BH3n06BH++OMP+Pn5FSlyQkkoqysgKKUXHo+Xa0jQ0sSnT5/w+fNn2NraFukd1JT+1TZisRh16tTBli1bYGhoyLU4nJOYmIi2bdvCwMAAV65cgY2NDYDcO+66NDtf1FUDOZ9fxSAFq1hizjDZs/MZkSrXRKVGITotGmmStNyK1BhjzuvG9jMeeNgRtgNbt21Vhn+ilC0IIViwYAFiYmJyvDfZz4JiwEedg3yaWA2UmJiIBQsWoHLlyoUOVVZS+Hw++vTpU7SL7NyBhanFMuSLw6xZs/DlyxetbMPW9f4DNea1zJEjR9ReZmxsLDp27Ihhw4apvezSACEEEydORK1atbTaBoUNGUGh6AqVKlWCiYkJ12KUiGnTpqF58+bFWmqoCf2rbUxMTLB582a0aNGCa1E4RygUolOnTkhJSUFgYKDKYLY2Ou4loTirBo4cOZLnHngeVAcrFLODXU51wcqHKwvcM1/BtEKB9U+oM6HAPOpi5R45/lwuU0kVPhOUN7ItdBmKvbZVGldBz549wf/Xaz6lbCGTyXDg4IFCvTclRROrgYYNG4YlS5bg48ePJS6rsMjl8sItsecQV1dXDBo0CKtWrfp2xUJyBLDQKvtfNaHL/QdqzGuRjIwMhIaGqt1hw8CBA3Hu3Lkyu4yMEIJhw4YhICBAqx/ruLg4rdVFoZQUhmFQq1YtrsUoEaGhoTh06BDGjRtX5H2wmtK/2mTGjBl640NGHRgZGcHX1xcXL15UWQ5aWIOXK4qzakDx/D6JflKgk6ics4MAkChKzHPP/NHOR3G081HECfP/nm1vux1HXx0t7C1qhI3b5OB/Si7SNYq9ths3boSxsbGGJKPoMizL4lDQoXzfm2vR10peTyHf66Lsp5fJZLh69arWV5ZUrVoVXl5eWq2zOMybNw8HDhxQfbdzetjfVFctBr2u9x/KpvXHEXw+H15eXmozOJ88eYIJEyZAJBKVWQcvhBDweDwMGTIEzZs312rdERERMDAw0GqdFEpxEQgEqFGjBtdilIhFixahcuXK+PXXX4t8rbr1r7Z5/vw5/P39dbYzoW1ev34NPp8Pf39/1K2rGhqpKF6RuaA4qwYUz69Xea8898ArDNecs4P5ocifn+MpAFjtuzp7qf6HTyVyaqcO8nPA59/CP8+9to6Ojli1apX2BKXoFC+vvcSiGotyPTey1khMujGpxHvcC/NeF3U//fPnz7UeoYrP5+Pnn3/Wap3FxdXVFW3atAHDMNmr9ZIjgI9PVDN9fFJig17X+w/UmNciJiYmaNasmVqWuUqlUgwdOhQ3b94s9c6sSsKSJUswbNgwTkLEvX37lu7Do5QapFJpqRhpz4uQkBAcO3YMc+bMKdZecXXqX21DCMH48ePh4eGBMWPGcC0O5wQEBKBmzZp48+ZNrueL4hVZ2xR31YCJiQlcarnAzNQs1z3wblZuaFChAQBg5cOV35x3tXTFat/VAIA1vmuUhm50WjR4DA8NKjSAq6VrrnL9/ux3HA5cU3Kndhrm9+e/57u6YeTIkfjll1/K7ORHmYYASU+T8OKXFwgeFAwnMycAgJulGy5GXgRQsj3uhXmvi7Of/saNG1pfdSuXy/HTTz/lm0dT3vqLg0QiQatWrbBn08rsmfiTw1UznBxe4hl6Xe8/UGNei7Asi6CgILUYgP7+/nj58iV2795dZmeHY2JisHz5ctjZ2XHycQ4PD6eh6Sg6j6Ij0KBBA3Tq1IljaYoPIQT9+/fHL7/8Uqzr1al/tc2JEydw+/ZtrF+/vszqewWBgYGYMGECxo4dm2dYvqJ4RdY2xV01cOndJfRa2wsXIi6oLOVVoJgBDIwKRKIo8Zvro9KilEb+uifrwBJWZZYwX7nSIvH5S2xJblsrRKVF5bu6gcfjYefOnejevXuZ3ZZYlhkxYgTOnz+P1Y9X42Nm9v7zyLRIvE9/n/3/EuxxL8x7XZz99A8ePCiWPCXBxcUl3y15mvLWX1wMDQ1ha2uL5es2Q8bmM7EnTi92Hbref6DaTIukp6fj5cuXSE8v/gMFZBuRixcvxtSpU79ZXliWmDlzJiwtLTFnzhxO6n/79i0n9VIohUExwOXu7o6//voLDx48gK1t4Z1H6Ro1a9bE/v37i+3BXV36lwv++usvdOrUCe3ateNaFE55+/Yt+vTpg/bt28Pf359rcYpFcVYNsITF+r/XI+tjFpbeWqqylFcBAwZrH6/Fqkd5LyVXGPkfMj5g9aPVKrOE1Vk+dn6Kz/U6B1OHQt2bLlDQjKdAIMDhw4dhb2+vRakoXKP4Hj568giHww/nmie3Pe6FnYEu6L2ublO9WNE1LC0ttTrwJBAI0HlQ5zwnyDThrV8dzJ49G2+jYnAiVJZ3JiOLYpev6/0HasxrETMzMwwePLjEIc3Onz8PFxcXLFiwQHmMi2XmXHLv3j0cOnQIS5cu5SRUxJcvX5Camqr1eimUwsDn8+Hg4IBdu3YhNDQU3bp1K9VLS5cvX45r10rmoEhd+pcLDhw4gIMHD3ItBueMGzcO5cuXx6FDh3R272JBFGfVwJX3V/BB8gE2zWyQSnL/7hAQfMz8mOusfG4cCj+kMkt4bY8vGmWJ8SIyGi86n1LKdLTzUcQLczfydZHCzHgaGhqiTZs2pfYZohQdQggEAgFC7EIgY3M3+L7e416UGeic7/Ua3+y49jm3s1yNvlqs6Bqurq5FuMuSY1rbFDfdb+Z5z5rw1q8O6tWrh7Zt22L5K1eQ7l/5FOmxAxj3tEQh83S9/0CNeS0iEAiQkZFR4j3uU6ZMwePHj2FiYgKRSISkpCStxZ7UFR49eoQGDRpg8ODBnNQfEaG+cBcUirqRy+W4dOkSfv3111LvU+Pdu3eYN28eQkJCSlSOuvSvNvny5Qtu374NhmFgZWXFtTics3fvXpw7dw7W1tZci1JkirvHVLEXl8/ng81iwfDVMygnJ6pbxAJsrP+b68/hMOpx3GO11KcuRIVYmFOYGcNmzZrp7JJZimZgweKV2at88yj2uMtYWbFmoHObuS5JdA03NzfIZPnMNqsTBqjYqyKA3O+5OFE4tMnMmTMRFROLCEk51RNO9UpkyAO633+gxrwWEYvFuH//frEN76ioKOzcuROEEFhYZC8XWbZsGSZNmoSTJ08iPDwcEkk+rl71iPHjx+Pu3bucjaxTY56iqzAMg9q1a8PHx4drUdTCypUrYWdnh2HDhpWonJLqXy5YtmwZOnbsiJSUFK5F4ZQzZ84gPj4eDg4OqF69OtfiFJmS7DFVzITJpDIII4RgpUXrODNgYMAzKDDOfKShAYJM/3Xu9K/DqD/PLkSDnsvx53IZ517sFWzcJleJO58bX/seyG0gxdvbu8ytaCzr2LSzAWHy/80Ve9z3hewr1gx0bjPXJYmuoc2ZeZuGNjBwyPbJkts9FycKhzZp1aoVYmJiULXB99kz8UCJZ+QV6Hr/gRrzWkQsFiMhIaFYDwMhBL/99hsWLVqkDE304sULWFpaYv/+/TAwMMDJkyeRmFi4JXallYyMDAQEBEAikXDqCOrt27c6O0JHoYwcOZJrEdTCp0+fsHfvXkyaNKnEXmRLon+5ICYmBps2bcKUKVNK5Uy0unj69Cl69eqFDRs2cC1KsSjJHtOcM3pERiBLl4HIsg0CPlO4gWwCAikrzTPOfE5W2tooZ+eDpGbwnsZtXPmC2LhNnqtB37NaT6XvgbwGUorre4NSSmGAcm3LFZwPwPa22/HXm7+KPAOd18x1dZvqxY6uUbduXe1sJWUAu652ykG/nPcclRpVotUF2oJhGFhYWCA5ORnRmQbAwlS1GPKA7vcfqDWiRSwtLbFs2bJiXbt3715cuXIF58+fh4WFBWJiYrB7925ERkbC2NgYY8aMQUREBJycnNQstW6xcuVK+Pv7o3PnzlrfS5QT6vyOom34fL4yeoKrqyu8vb3/i60KKJeMWlhYoF+/fpzJqU5+//13GBsbY9SoUSUuqyT6lwsWL14MCwsLTJkyhWtROCMjIwM///wzatasqeIjpjSR20xdO9fCOTJUzOgBAN+Ejwo/VVCekxM5JtWdhIrmFTH91vR8y5lcbzLWPllbYH0JBgKEGhrASyLFXmNLDJZKwQdQwcAAsVIpTqamIJ1lIWJZSAiBwnE0nwF+sbGFh7ExnotECMvKgp2ADweBASoaCFCOLwBPQz47vo47z4DB0/jsWbmvB1LauLRR+iQo61EhyhrGLsYwsMn7Nz/a+Si87LJDt16Ouqz0cA+ozkDn9+7mfNdzXnct+hraubbDi19eFFluU1NTjB49Gv7+/hqNnmRZ3xLGjsbKQT+F7Gser8EfoX9gUt1JKvemIOfqAkX75cWHL0IYCfgob2GExHQxxDI5nG1M1X4vbdq0QdWqVXHs2DG1lanr/Qc6M69livNwffr0CZMnT8agQYPQsWNHAMCePXtQq1YtnDp1CkKhEGPHjkWVKlUA6K8zvPfv32P16tWYMmUKp4Y8kB1RQGv7mChlkq9XfnTp0gVHjhzBx48fERkZiTNnzuD06dM4c+YMzpw5g3PnzuHcuXM4fPiwchtOaWfmzJk4f/682vaLq/PjrknevHmDPXv2YM6cOXrzWxaHcePGITY2FkeOHIGRkRHX4hSZku4x9bD1wPa2/zlzSn34n/M7BgxOvjkJ/0ffevXngQc3KzcEDwpWOuDKD0WfIe1JGkYczoDrTuDwwldo+y4COz8nZ9ctl+NEair+zszEK7EYH6RSJMhkiJdJESOVQvxvGQ+FQixPiMfE2Fj0jX6PlhERmBX3CQCQIpdjR3Iy/s7MRJqGDBMCgsi0bMMrP2dd1JgvWxjY5v1755wdV7yzX1PQDLQmZ67Hjh1b7GsLBQPYd7cH+SqsGwNG6fn/1NtTKrooJwWtLgCA4JgUtFt3Cx023ML1VwnosOEW2q27heCYFLXcQk5GjRqFEydOqH3STZf7D3RmXotkZGQgJCQEP/zwA8zNzQt93aZNm2BkZIR169YBAB4/fgxbW1tkZWXhn3/+wYwZM5CYmKjcP16avVbnx4wZM2BtbY2ZM2dyLQrevHnDtQgUPYTH44FlWXh5eaFt27Zo0aKFMgTXyZMn9fbdzg2ZTAZzc3M0a9ZMLeUVV/9yQfny5bFo0SK92S5RHN68eYODBw9i27ZtecaT13Xymqkr7Ow8j+HByih7IEueJUdWbBbMs8zBN+aDgKjMHubk69kyRdisYYHZfiekKVJkhGQgMywTma8y4TjIERbeFpClyhAu48PWlY/ZUgdUMjSAu2H2IIqnsTGuu1ctUObf7Oww3NYWqSyLeKkUsTIpbPjZXc0YiQTbPycj899VRFUNDdHUzAwz7NUf+m7p/aUwMTABD/9n77zjmyj/B/6+S5p0Twplbyx7K4KAKEsBQRQRBy4Qvg5wj58gKAjIXqJsUBBciGwKakEUZCN7djBaCt0zaXL3+yMkJG3Spm2apOP9evHS3j1393kud889n+ezRCQk00KK0TpfqcxXLFShKpDBXNcWEakbUJeOYR1NHhvm3jDmFGaBLu5x9lCzZk2GDBnCzz//XCpGJM86nnjW8My33RiiAxCVFkW6Nr1Y3gXXkrMYtvQAObl6NDqJl1YeQiEavAqHLT1AxNvdHGqhHz58OOPHj2fWrFl8/fXXDjmnu88fKi3zTkQURRo0aFDkmpGTJk1i7969eHl5cfPmTQ4fPszTTz9No0aN2LdvH8ePHyc0NLSUpHYPjh07xg8//MDUqVNdbqnKyMggMTHRpTJUUv4QRZGwsDC2bNnC6dOnmTt3LrVr1+bAgQO8//77FUqR12q1NG3alO+//95h5yzu+OsKAgMD+eSTT/D0zD/Bqig0btyYM2fOuKxiCWDI6D4xwJTZvSg4ylIXHhzO5C6TEQQBVRWVxTjwaqtXbR5nbi0zL5vV5vc2nH/rPNeXXicnJgf/Nv4m9+Pgh4Kp8VEDmg6owTNBQXT18aVGMZReQRAIVCi4x9OTHr5+tLmT76Kllxf/NmrM1vr1mRJWnTZeXqTesdDrZJnXrl3l26Qk4nJzi3zNvCRpkriecd1msq5KZb7ioPBTkLIvBUmbJzu7lQR04cHhjG5lfRG1IAt0YXXmC7NcF8Zbb71Vat6gObE5RH0ZZXWftRj6oqJWKvBSKRAEAf0d679ekhEEAS+VArXSsYmsPT09eeONN1i1ahW3b992yDndff5QaZl3It7e3vTu3Rtvb/tWoG7dusWlS5e4//77qVq1Khs2bKBmzZrIskxGRgbVq1fn3LlztGrVqpQldz1t2rRh69at9O3b19WiVFrlK3EoCoUCSZIYM2YMkyZNslj1nT17Ng0bNmTgwIEulND5rFu3jkuXLtG2bVuHnbOo46+reO2112jatClvvvmmq0VxCbIss3btWp566ikaNSrcElxqJF6GBe0M/7+gXZGzIjvKUrc7Zjfj/h7HnN5zaPVYK8LCDHHzkiwxcONAQ3I8s+R25tbGm/E3+e6771izZg1r1qyhVatW1Lu/HrW8auHbwhelv5UpYCmH6YmCQH2VmvoqNYPMwmdS9HokYNbtW0y7lUA7Ly8e8w/giYAAFAUsZJpn2R8zSkF8sO22xoWUnnV7VirzFQh9uh7Pup6I6vyK2OQuk/Mp2juid1h4dNT1r8vGgRtN1ntrmC+YlQYtWrQolfMCIIPuio7DTx82hTPtjN7Je3veyxdDX5ScH0ZC/dTMHNKal1Yestiul2RmDmlNqJ/jQ6j+97//cfToUVJTU6lSxb7EhwXh7vMH91xiKKdIksSuXbvsrm36xhtvMGjQILKzs9HpdOh0Oo4dO8Yvv/zCtGnTOHbsGL1790YUxXIbJw+GRQ1BEHj00UfdYlXs3DnbZUQqqaQwFAqFyboWGhrKsGHDOHToEHPmzMnnvjVu3DgWL17sshKMrkCWZWbPnk2/fv1o2rSpw85b1PHXFZw7d45vvvmmQlfKWL9+Pc8//zx//PGH64RIvGyotW6OWe11e3CEpc48gduCowvYGbHT9PwWVO7q1L+n6N2/N7Vr12bChAk0a9bMsGgoS/wd8jeBnQORciSuLb/G1UVXLS8qCOi0Ep/ExTEhPo6taWkAZEmW2/L+bc6vqSn8lZlh130yUkWp5Jtatfm7YSOmhVXHWxT5MSXZNEm9bEcWaVvZ7c3vjXEhJSAgoEJ5O1V0cmJyOPXiKV7Leo2TL5xk86DNzOo+i3F/j7PIpeCu5de8vb1LbQFKqVQycOBAkyJvy6tIQCiWdf5Wuob3fjqBQrQ8n0IUeO+nE9xKd3yG+CpVqvDrr7/SsKFjstm7+/yh4s4YXEB6ejonTpzgscceKzSh04YNG/jxxx/5/vvv8fLywsvLi+eee44TJ04ABjeShx9+mBo1agDlN04+LS2Nli1b8tFHH/HWW2+5WhwAzp8/j1KprEyAV4ndGDPR+/n58dBDD9GrVy8efvhh7rnnngLf3ebNm9O8eXMnSup6/vjjD/777z9TjhBHUZTx11VMmzaNGjVq8PLLL7taFJdw69Yt3nzzTYYOHeo6Lyxzi7w5G0Ya/munhd4eS110ajT1AurZ3G8ec3/55mW2HN3CoIGDCAgIIFz2YFmj5xhxaQ0Ask5GlmRElUjHWx05E3uGefPm8eyzz5pKG26P2s6tbEP5WlVVFbVeqZVfmQfiTqUx2s+Pbr6+vHvjOv38/dmdnk4fs216Wbb4u5+V8lk/pqQA4CEYEuOpBZFQpRI9Mhc0GmbXqIkqz/jnq1DwWEAAjwUEoJUNrrhncnJ4MiaaDl5evBwcQncfH5vjZt7s9nkxLqSIgkiTJk04f/58wQdUUq64efMmEdERvLvnXUK9DOGpRm8N4G4pyDzeLguPL6RRUCMaBDQo1nULe9ctMI5BZmONIAgEBgaWSvlpnU7Hq6/eDdmx5VUkIxcr/l+j05Ot1SPLMgrR4GpvjJnP1urR6EovS/+mTZtQqVQl/p64+/zB9WbOCoS3tzfPPPNMoW4aiYmJvPbaazz22GM8+eSTpu0KhYJ27drx2GOPUatWLZMiX56ZMmUKaWlpPPHEE64WxcS5c+fcdnWuEvdDEASaNGnC3r17SU5OZuPGjbz++uuEh4fbnJBmZGTQqVMn9u/f72RpXc8///xD69at6dGjh0PPa+/46yqio6NZs2YN77//fpnM3O4I3nnnHWRZZv78+a4TQpNesv12Yqv+uZG8mfCVaiU3w2/i6eUJiZcRF3bgvl1T2BB9nTd/vkT6u2d4+afLnIyKZdXET/nvv/94/fXXTYq8JEtWM99bIyc1l+p3rIDiHetcvE5nsS3v33n5LjkZX1HkqTvX7+bjy8SwMA5nZzGmSihtPL24VIi13ajoN1GrmVujBrmyzGvXrzE4Jpo/M4r2Owyv84gps7/RXfqBBx6o0F4wFQVBEBAEgc6dO/PNN98w98BcANPCltHyXpC3S1RqFAM3DrR4X6NTo+26fmHvugV5w3vMvIGCg4Ptul5RqV27tsX3tiCvotGtRhc5/r9WkDfrRnbC00NBoLcHK1/qSKC3B54eCtaN7FQq5emMLF26lA8//LDE3svuPn+oVOadiIeHB5IkFeoqM2HCBLRaLV999RXffvstkyZN4saNG6b9DRs2pH///kD5LUMHcPnyZebMmcOHH35I7dq1XS2OiZMnT1Yq85UUitGd/qOPPuLYsWN07drVbnf5VatWcfjwYWrVqlXKUrof48ePZ//+/Q73NrJ3/HUVGzZsICgoiBEjRrhaFJdw9OhR1qxZw8yZM6latarrBFEXkmC1sP12kLf+uTW31bzuvrJC5kb6Dfbc2AOadGRZ5v8uCrRYlMnorTl0qqWgbyODYuol5uZ7f84knjEpL4WhCPEgXmdIQifdUWzClEqLbXn/zksdDw8uae8q674Kw3Qz+M4YqBIEcu2cvygFgd5+/nxfpy6ratcmUKHgWHa24dp2nuP72Ah0ko5ryVkmt94WHTojewfZdXwlZROFQoFarea3335j9erV3Lp1i+Pbjlu0MSZ3axLUxKYSG+ZtyFVhfF/tVdDteddNFBLeU62a46s+iKLIq6++ahHCavQqOjH8BPX861mU1twZs7NY12ldO5CIt7uxY2w3etxTlR1juxHxdjda1w50RDds8tZbb/Hff/8RGRlZovO4+/yhUpl3Ilqtln/++QettmA/sM8//5xNmzaxatUqcnJyaNu2Le+//z4bN240tTF+qMurez3Ae++9R9WqVXn//fddLYoJSZK4fLnomY0rqViIoki9evXYv38/U6ZMKZKlVZIk5s2bx5NPPulWi1jO4MyZM+j1erzuZL92JPaOv67inXfe4eTJk/j4+LhaFJfQtm1bdu/e7drs9WBwa33zKAxearl98FK7XOztsdYVVP8crMesSjqJ7EvZzD80H0nlw64oPVO/T0VdXU238fWY+rQ/zaveWSy0suBwNd3SnV6XoeP6qutkR2dza9stdKk6kv9KBkDuHsDEGhl8Fh/Pg3fyePT082NHWrppW96/89Ld15eWnp4suO04t2BBELjX24eVteswporBRXpJUiJjrl/jeu7d9zosSebHqTqLf99P1bDw1y8tal2vjK9OjVcWoQorm6UPK7GNceG8R48eHDhwgAEDBtCgYQPCOoeRuCMRWX93EcgYF/9H7B+m0JiTL5xkVvdZADzf7Hnis+IBw/u6K2aX3Qp6Ye+6CaNF3hjOY2TDSJOF/oknnnD4nF+WZZtjrqPzB9QK8jYluwv1U5eqRd7IQw89RMuWLUsctufu84dKZd6JZGdnc+3aNbLvrCjnJSkpiRs3bhAcHMwDDzxAixYtaNasGf3792fhwoX8/fffREdHO1doFyFJEk2bNmX27Nlu5dZy9epVNHYk4qmkYmK0xo8dO5aTJ09y3333Ffkc27Zt49KlS4wdO7YUJHRf0tPT6dSpEzNm2OcKXFQKG39dSWxsLLIsmzKVVzSio6MRBIGHH37YZQvUFkp4SEOo2d6yQc32hSry9ljr8rrPWyv5ZM3dV9bKZN/M5shvRzgn5CK9t4gGnzag7tt1SWzgy8DaNVj7wIh8Cw7RqdFWXeyVvkpqvliTJtObEPpoKNkx2aiqqgwyqUVCXqtF4oSaDPA3xId6iyJfVK/OhLAwBvgH5PvbnMcDAunq40sPXz/erBJq+htgVo2aAAwPDqZ1CRbtlHeek/oqFSdzcugfFcXixNsEJUnMX2w9BrfPJ2sITr5BSlYuL608RIZWRlCqqDZsCgr/8l3etyJgtC4HBATwzjvvcOnSJXbt2kXr1q0Bg3Lq1dMLSSOhvWmplOUtGWluUV9/br1FibbpB6fbpaDb866bxh07wntGjRpFWFiYw8ZIhUJB3759rXoAOqq0pqsxzse2bNnCpUuXin0ed54/QKUy71QCAgKYPn26zeQJY8eOpWvXrqSmphIREUFCQgJRUVHs37+f48ePk5GRQUhIiJOldg2iKDJlyhSGDBnialEsqEyWU4ktFAoF1apVY8+ePcyePbvY1uX169fToUMHOnXq5GAJ3Ztvv/2WrKwsnnvuuVI5f2Hjr6vIzs6mXbt2TJ8+3dWiuIS4uDhatGjBkiVLXCaDVSXcaKEHuyzy9rrT2mPtshazmnUpi/Sj6aT8moIqVcVXl3/Gt8EdL447rubTrkewM/3uhNXYr5WnVhbqYl+nYx187rnrFfKW7iGbSrE70cfPny31G/BMYBALb9/m33lXSNHblttXdTZfrWs5NwdZV/La9pW4BqMVvmXLlnz33XfEx8czffp0i0zmRuXUq54XTWY3QV3D0lvOGBf/R6yhioa5RT1XyrUo0ZaQnWBX/fXC3nWLcceO8B61Ws3kyZMdEl6rVCrR6/WMGjXK6v7C8gecSyo7VZ2eeeYZFi5cWKIwBXedPxipVOadzK+//mp1+6ZNm1izZg0TJkxg8uTJxMbGcvz4cbZv387FixeJjY3l8ccfx8/Pr1zHyQOsWLHCYQOWozl37pxblMerxL0QRRFfX18iIyPp2rVric61atUqNmzYUK5DaPIiyzKLFi1i0KBBpZonwNb460q+++47kpKS3G7h0ll88skneHp6uqz/BSrhIQ1hYqpd2evtcae119plngn/i3u/4Ma3N4iZHUONqjWo83kdfk389Y6ScOcbaTZWTD84HUmWLPq19szaQuVP1iSb/j8sSabzDDuSdbkJPqLI+1Wr8kPdenTx9iHgzjfa2hxCHbgPMPuNBZHkHQuQslKcI2wlDsOYvLBv377s2bOHY8eO8dxzz+Hp6ZmvrXmGdlEpkpuciybB0stydKvRvB35NjuidlhY1K1hrf66OYW96zpJZznuBNe3K7xn+PDhjB07FrVaXeS5qLG9Wq1m+PDhbNq0iccee8xqW0eU1nQXvLy8eO211/DzK1m+E3ecPxipTOPpRDIzMzl58iS9e/e2iItMTEzk1VdfpV+/fvTr148jR47w/PPPM2LECJYuXcqNGzf46KOPTO3L8yQ/OTmZDz74gAEDBrhlP8+fP2+o11uZAK8SM0RRZNOmTTRuXLLYy9TUVAICAipcrPzevXs5c+YMCxYsKLVr2Bp/XYksy8ydO5fHH3+cBg2KV/KoLHPixAlWrVrFggULCApyTSIya0p473q9i3QOc3daCclkretZt6cpczrYLvlkbu0yL/kkyRIfTv2Q5H3JNB7emJTUFHz9fFl3bl2+8llGErITWHt2LVW9q5qudSvHtlU+LEkuExZ4e2jm6UmzO4rc7+nprElJZnr1GoSaZayXVenU0p/kWo7B9VpEJqjvm2SveLNSoS8jiKKIUqnkxRdf5J133uGee+4p9BijcjoiwpBgNGZ2DKqqKuq8WYdlvZfRvlp7Hv/tcQBmHJ5BQlaC/fKQ/33/I/aPAt/11adX2zfu5AnvUSqVzJ07l/Hjx/P1118zd+5cEhMTDR4mVhavjNvr1KnDiBEj0Ov16PV6Pv/88wLn2PaU1ixLyLLMmDFjaNeuHS+99FKRj3fH+YM5lSZGJyIIAjVq1Mj3Ar399ttotVqWLFlCSEgIDzzwABs2bCAlJYX27duj0WgqjPL42WefodFomDJliqtFscrp06fJza10x6vEkuXLl9OtW7cSnSMtLY26devy3XffmbatXLmSP/74g9OnT5dKfVl3ITMzk379+uUrR+fI/tsaf13J7t27OXv2rNX8CBXht//ggw9o0qSJqcaxs/tsT0yrPdibKKoo1q6oKEOiLbG7SKPPG+HRxQOPYEMmZXO3X2tMPzSdaf9OK9CyCOVLkc+Lv0LBZY2GJ6KjOJKVZdr+5Uo9DyXHUU+IQyEKIAgIHp4ISvfMUl3JXURRRKFQ8Mknn3Dt2jUWL15slyIPlsrpyf4bmd0SMo6msfV4NPepqvB77O8m5TohKyGfRb0g8rqeR0RH8Hbk24xuNdpq+yW9lrDmzBoL2Uzjjp3hPSEhIYwbN45r166xbNkykyHBGHJgtMI3bNiQ7777jsuXLzN+/HgmTpzIpEmT3Oo76AwEQeDGjRvMnDmzWF6/7jh/MKdSmXci3t7eDBo0KF9Ctw8++IA1a9YQGxvLqVOnGDRoEFlZWaxbt45FixbRu3dvRFF0S7dzR3LmzBkWLlzIuHHjqF69uqvFscrZs2ddLUIlbsYnn3zC8OHDS3yeNWvWkJGRYVJoDx48yF9//UVcXBybN28mIqLsuL0WlUcffZQtW7ZYfCgd3X9b468rSUpKok+fPvlCMyrCb6/X6+ncuTMzZszAw8PDJX12RLbmoiSKslAo8vwz1j+XJImPP/6Y8PBwpm2dhlKpRB2mRlSL+LfzR1TbN227nXPb1C9beLlnYmaH0NHbm1/q1aeeSsVLV2P5OSXFtG/Yzt1EaD+gpddtPD0U1Dz/M3JGouuEraRQFAoFvr6+7N69m88//5zQ0GImLLxT/u351h74qeCrg1qka4f58oClAcnWYtn4TuOtbjcuxpmHt+yM2cmJ4SfyveupmlRu59w2HZtv3ClCeI+npyevvPIK586dY8eOHab5Q9OmTfnpp584f/48zz33nCkkASAhIYFZs2ahLyC3RHnk9ddf58yZM+zZs6fIx7rj/MGcSjd7JyLLMjt37uSZZ55BEARSU1Px9PSkRYsW7Nmzh+PHj3PhwgU6d+5sslTk5OSY4n/cdUXIUfzwww/Uq1ePt956y9WiWEWr1ZKQYL/rVSXlG1EUefLJJ5k0aVKJzyXLMl999RUDBw6kZk1DtucbN25w33338eyzz5KZmWmyVMqyXK7Ggj/++IOwsDCaNTO4Fxv75+j+5x1/3YGhQ4cydOhQ09+l1Xd3RKFQMGHCBNMitbP7bK6Em0/crbnMFkRRXecLIjs7m+eee45ff/2VER+P4B+ff0yLBLIsk3Eyg4D7A0p2P2TZIsa+PBOqVLK8dh2mJtzk2+QkBvj7o75jsdTniqwc1pTMkOZs+ymWf7f/6GJpKykIvV5PZGQkbdu2Lf5JjOXfAF+VwMttVSw/lkvnLWO4VatqoYcv672MjmEdeeqep2y22Rm9s0D3eUmWmH4of7LToo47eREEgXs63cOuXbtISkoiKCjI5jgRGxvLe++9R3h4OP369SvytcoqPXr0IDw8nEWLFvHggw8W6Vh3nD+YU2mZdyJpaWkcO3aMtLQ0ZFlmxIgR9O3bl6ysLM6dO8fw4cNZtWoVaWlpjB8/noyMDKuJPMorEydOZP/+/UWqye1MKhX5SswJCQlh9erVDhnY9+zZw5kzZ3jttdcQBIHs7Gz27t3L+fPnGTZsGJMnTzaVLXPHD0lxkSSJUaNGMXXqVNO20uq/+fjrDuzatYtr165ZbKsov31ERASffPIJubm5zulz4mWYGGD47x0cla25INf5Jb2W2J0oKjk5mV69erF9+3Z+2fALcR3iLCb1UrZEdmw2UvZda3uIZ8HVbazVW/9xmp6wJEOfQ1LLt7cfgIcgML5qNb6vUxe1KHJLpyP3zgJSUFAwtYK8GTx4cLl5t8oz9ozdFiUm85Kn/NvoDh70bKhguqd/vqYCAvUD6ltY1o3eM7aQZIk5h+cUGLZzNvGs1coSJc0Sb54ZPzg4uMDnuX379rRt25bFixcX61plFUEQeO2119i4cSOJiUXzxHG3+UNeKpV5J+Lt7c2QIUPw9vbmhx9+4Oeff+Z///sf3t7eDBgwgH379pGWlsbIkSPR6/UVJk5eq9Wyc+dOgOK7TjmBmzdvulqEStwEURTp0qWLwxbbzp07R5s2bUwucnv37kUURWbPns3q1avp379/uVzY27NnD5cuXWLkyJHA3ezTpdF/8/HX1Wg0Gp599llmzLhb+7s0++5OyLLM+PHj2bNnjym+s1T7bGaNY0E7k0LvqGzN5q7zM7vPtNiXrk23Ovm3pnBkZmaSlZXFH3/8wT1d78m30CCqRAI6BiCq7p4vMSfRpttvQfHw8xcbFHp1BUn/IggCvgoFellm5NWrjL1+jZzHV5rcmKtUqcJDDz1UWanGjRFFkWeeeYaJEyfabGO1xKQ5ecq/NQlRMG5YAGlV8o81MnKRlOvo1GhmHp7J9czrBYbt/BV1xuY5ipsl3t6ymEYEQeDVV19l69at3Lhxo8jXK8u8+OKLnDx5sshlvt1p/mCNypHLiXh4eKBSqbh9+zavvfYaQ4cO5amnDO46rVu35vbt23z//fd8/PHHNG3aFH///KuF5ZH58+fTr18/oqOjXS1KgcTHx7tahErcBEEQaN++vcPON3r0aA4fPmyaTGo0GgIDA1m3bh379u1z6LXcieXLl9O4cWNTzLjRmlAa/TeOvx4erk909dtvv3Hr1i1Gj76bIKk0++5O7Nq1i4MHD/Lpp5+W/vN+Jz7WgutHIPGyXfHrtrCmjNubTC+vwnHr1i2Sk5OpVasWR44coVOnTlYXGgSlYPpnZHyn8QSoDXWPQ70sF8ILi4cvz/HytlAIAu9VDWV/VhZPjf+SnJwc076HH3640jrvxkiSxI0bN1i4cKH1/fYotHeSy0U/Os20KVpQkPJPCpp4Tb7mo1uNtku5Nr7Ta8/mLwFpnjsjNimDhSfm5msjywKytirV1c2L5WJvT1nMvAwbNgy1Ws23335b5OuVZfz8/LjnnnuQJKlIBlN3mj9Yo1KZdyK5ubns27ePESNGoFKp+Oqrr0z7qlWrxhtvvMHTTz/N1KlTef75510oqfOIj4/n888/57XXXqN+/fquFqdAKpX5Sozo9XratWvnkHP9999/ZGVlmayUaWlpJCUl8cwzz+Dr60tsbGy5nGSmpKTwyy+/8PLLL1v0r7T6n5uby99//+0W1SiWLl1Kly5daNq0qcX2ivDbT5kyhY4dO9KrVy+gFPtstMhvGGm5fcNICwt9UbFl/bMnmV5ehSMxKZGePXvy3HPPAXcXdIwLDSeGnzAp9bJOJutiFrLOYK1f1nsZgxsPZuExg3JjzXW3IL5cqWfs5orh/WfOAz6+LKpZi32HDzNkyBDTeNC5c+cKlxCsLGLMrZIXexXaiPTLDDi7iAhvLyRgUWAgceviSPo9KV/bndE7C5XH/J22toBg7j4fk34RwSO/m7YgyAiqBK5mFH1MKm5FjoCAAGbNmkXjdiUrp1sWSUxMpHHjxmzZssXuY9xp/mCNSmXeiWRlZRETE8PQoUNZtGgRp06dsihDlZqaSnZ2NgEBAS6U0rl88sknqFQqPvvsM1eLUijx8fEWGUErqdjUqlWrxOeQJIlBgwaZkj5mZGRw4cIFlEol1atXp3r16qSnp7ttHomSkJOTw4gRI3jhhRdM20qz/1lZWURHR5NlVqbKFURHR7N7925GjBhhsb0i/PYnT55kz549fPzxxwiCULp9zhMfW+T9VriScsWq9c/ejPbmCsflhMt07dWV69evM316/oRYYOnC//eTf/NMtWf4+8m/Td4D5uW0KrGf+318mDhlDH/88Qf79+8HoEOHDqYF1UrcEw8PD1q2bJlve0EKrbkXjcViWsO2nFF5cNVbRdADQaT8k4KUa6kAR6UV7mZv/k7bwug+nynZDtV8o+lM7q+dv2+FUZKKHA0facjEuIm2wxLKKSEhIYSEhPD111/bfYy7zB9sUanMOxGFQsGUKVN4/vnniYiIIC0tjX/++YeRI0dy5coVbt68yZ9//um2D4ujOXLkCCtXrmTSpEkEBQW5WpxCiY+PL3dWskqKhyiK/PnnnyU+z+7du4mKiuKll14CDO7XqampREZG8r///Y8jR47Qv39/gHJXmjIsLIwFCxZYlKEszf77+/szdepUl4cv6fV6Xn75ZYYMGWKxvSL89i1btuTgwYMMHDgQKOU+54mPLfL+PERERzDwt4FWrX/2JNMzVzhkSeba4mtcOHOBrdu20rx580Kvn/f5zavAVGI/Y0Yp+Lv+OS5fuUy3bt0AQ0xsq1atXCxZJQWh0+no0KFDvu22FNpZh2dZeNFYWO8zrnH9mbUs6bWEwK6B6DP1pB+zXOArLIGl8R20xazus0wLbwDzjy4E2XIOKcsCkiaUxRGQmFE0q29RymJaO3bBsQWkHUvj7c/fLtSSX94YNWoUO3fuJCYmxq727jJ/sEXlV8BJSJLEgAEDePLJJ0lISCAoKIgBAwYQFhZGhw4diIyMpHr16lSrVs1tEyw4mmbNmrFgwQJT8it35+bNm+h0OleLUYkbIMsyGzduLPF5lixZQosWLejUqRNarZbQ0FDi4uKoUqUKtWrVokGDBqbwk/K0kHTp0iXmzZtnsXBZ2v0XBIEdO3a4/D42bNiQ5cuX4+PjY9pWEX57jUaDLMt07NgRURRLv8934mMZvNRy++Clhu121HA2IskS84/Ot9hmbv2zJ5meucKReS6TtBNp1PpfLVKrptolQ97nd1fMLnKio1g/VZsvY31YklwhMtUXhQ9fUvDUx0qe+lhJfLBAVFoUScokZFnmgw8+YMWKFXTv3r3S+86NEUXRtBBoxJZCKyCw7tw6wOBFo5N0+az3Xx3/ivuq38fFjy/SqVMnWkS1sMidcX+N+wuMYS/IKp9XoT6XdI6rGTEgWL6XgiAjqm+Rw1U0uqKFeZSkIodR9uzobM6tO8eWs/a7nJcHhg4diq+vL8uXL7ervbvMH2xRqcw7ifnz5xMZGUmVKlVMH4uFCxfSvn17+vTpw3///Yefnx/du3d3saTOQaPR4OXlxeuvv15mPp7Xrl0rNxaySkqGLMv89ddfaDT5k+bYy82bN/ntt98YOXIkgiCgUqno3bs3zz77LG+99RadOnVy22QrJWXFihVMnDjRInt0afc/KyuLEydOuNTz6cSJE6xatSpf3F1F+O3Hjx9P7969TWOoU/oc0hBq5kmmV7N9kRR5MEx8Y9ItLTjm7qyFJdMDLBQO32a+NJnWhIDWAXbFt4Ll8yvJEut3zS4wW31QRuW3qjCiU6OJTo0mNTWV0aNHU7t27coFezdFoVDQu3dvgoODLbbbUmhlZHIlwzgblRrFnCNzCnRHH/HWCIYOHWpxjoLK3BVmlc+rUBe04Ke/MYq1wwdTK6hohrziVuQw9+oJ6hKElCMxcclEu63zBZb/KyP4+vryzDPPEBkZaVd7d5g/FETZ0KLKOGfOnOGjjz7i9ddfp3nz5nh6ejJlyhQEQUCWZaZNm8YTTzwBUCFKo2RkZNCqVSumTJnC008/7Wpx7KailfCopGC8vb1RqVTFPv727ds8+OCDpuRXRgRBICwsjP79+5fLxSNJkli7di1PPfWU1fJjpdV/WZYJCQlx6T1dtGgRO3bsYPjw4Vb3l9ffPjs7m+XLl/PSSy/ls2yUep+NFvoF7YpskYc77qhHF1jdZ7S+9azbs0ALnlHhyLmaQ8apDEL6hqAKVVlM+JuF5E/sFZ0aTb2AeoDl83su6RyJSdcLlHtkRPl5fhzBlystFz7GjFIwcf9EsnXZTHt3GqdPn2b27Nm0atWK06dPVybDczP0ej3PPPNMvu1GhXZExAgrRxkwWukFBMtyj3feXxmZuTlz+ajjR4DhvbuQfIF397zLrO6z6F2vd75zGt/pgjBXqM0X/K4lZ6FWKgj1U3MrXYNGpy+yIp/3nHaTeJldy7sQXc1Q/UJVVYV3E28u/nGR3TG7rfbVnIjoiALvS1lixowZFh5yBeEO84eCKP+ao4vJzc1l+PDh1K9fnxkzZjBs2DB8fHxMExqtVsszzzxjKs1UEZT5KVOmEBcXx/333+9qUYrErVtFyxZcSfmmTZs2JXK5at68Obt27SI4OJjbt28TGRmZrzyju7p0lYR9+/YRGxtrsYjhjP77+PiYxl9XoNVq+emnn3j22WctxvmK8Nv/9NNPJCUl8b///Q9wQZ9DGsLE1CIr8mDdKm/EHndWMCgcCx5YwNVFV0n5JwU59+6E0JYFLW/WfPPnNzw43GZ9+UrsY/5iPQEJBivb4jOLWbd+HVqtFk9Pz0pF3g1pUkXBc5deN1WhMFqHY9Niua/6fczsPtPmsUYrvS139NmHZwMw4ecJ9H61NwM2DmDaQUP5OlueM+HB4fSs09Pq9XrV6cWJ4SdslrisFeRNqJ8hyWeon7pYinyxSLyMtKAdC4MCEcyU0sD7A8k4lcGsyFl2xdmDffXs3R0/Pz9EUSQhIaHQtq6ePxRG+dcc3YB+/frx7bff4uXlxfbt2y32qdVq6tat6yLJnM/ly5eZNWsWH3zwQZnq94ULF9zWvaYS5+Ph4VGiWthnzpzhzz//NK3yLlmyhCNHjjBhwgRGjBjBnj17HCWq27FmzRrq1q1Lly5dTNuc1f+8468z2blzJ8nJyfmsSxXht1+yZAm9evWiYcOGpr/LQp8Lc6WFgt1ZwaB0iILI+hnrEVNEjkUc4/TI0wXWtLc1aTY+v6Ig0qJKi5J0rRLAS2v4b1RqFGd1Z1m9ejXh4eE8/PDDlZnt3YhGwSLnX7+jRC1oR8TJ7xiwcQAzDs1gwMYB7IjaUWgyyLwx9UZ61enFjUyD16X2ppZdS3ehuakxlXq0lRlekiUir0VaPWfktUj3U3QTL8P1I5xTeRCt8kA2Wzj17+hPzZdrck17za44e7C/nr2788svv1CrVi1u3rRdacCIK+cPhVGpzJciWq0WDw8PPvvsMzp27EhqaipHjhwhNdW+hDflkXfffZeqVavywQcfuFqUIjF16tQyE9tfSemTm5tL69ati338jBkzGDFiBLIsk5yczOHDh3n77bdZvXo1H3zwAZGRkWRkZDhMXneKcXv88ceZNm2ayTrtjP4DLh9/161bR4sWLWjR4q4S5qy+u5KkpCQuXrxoKsVXVvocnRpdqCvtD/1/sGl9g7vW9Smrp7B48WJmzZpFeLhtxd+ItUmz+fPrTu9zeUBAYOHxhfTp24fVq1cza9YsJMnNlLEKSqNgkXtr3n2/JGDBgS8ATAnuZhyeYREPbw2jVf6HrrM4MfwE9fzrAQbF26jo+7X2Q1SLpP579xthq2776tOr0UnW8yvkSrl8e/rbonW0NEm8bAgz2jCScG0uy+IsFVelr5KgrkGsGLDCrjh7sL+evbvTo0cPRFG0KBNuDVfPHwqjUpkvJTIzM2nTpg2rV682bfPy8mLgwIF4eXm5UDLXodFoUCgUzJw5021dVawRExPDd999V5kYpxILiqvMp6en8+OPP/LSSy8hiiJBQUGMHTuWiIgIzp49y6VLl7h27Rq+vr4OkTOvu66reeSRRyxyZZR2/424evx97LHHGDdunMU2Z/XdlQQHB3Pt2jUef/xxoGz02fjOXE2/yuhWo622Kcwib25d/+bbb3i458OMHm39XEaiU6NtTprVnmoGDhzIinMrGLBxAAduHChm7yrJi4xsYWm8dOlSiRZrK3EMjYJFLr7py9rBd93Qd3l7Ea0yJMo0JrhLyEqwaXk3Z1ncTcK/HcKuU2tMi2Xm7veiWsSvjR9ph9JMx1ir2y7JEr9e/NXmdQQENl7aaFJ0Xb74prlbck8E7svRcDIq9u6/Xt8R0TuCb/7vG2KirYcUlaSevTsTHBzM448/zvLlywuMh3f1/KEwKpX5UuK9994jJibGIi5cpVIRGBhYoqRZZRm1Ws0vv/ySL2OouzNjxgxXi1CJm6FUKmnWLH/CKnv46aefyM7O5oUXXgDgjz/+YNu2bWzevJnIyEgEQeDFF18EKLF1yN1i3BYsWMCuXbsstpVm/81x9fj79NNP5xv7nNV3VyFJEjdv3sTDw8OUqd7d+2zxzhxbyI7oHQDUD6jPieEnCnSPN8fcuu7/vD+vz369wJwAxgWEmYdnWp00/3L5FzZc28CKcysA+DbmJ0d0t5I7GK3zkiwRGBjI8ePHbSaqrMQ5+OUZqq8olSwMCgQrSlfeePi81Nfm0jHHUH1m4ekVNlV//47+5FzNQRN/t1KNtTJztvJoGGWJSjMouqW5mG73IoHar9D9/v7+/Pjjj6xfvz7f7pLUsy8LvPLKK5w7d46DBw/abOPq+UNhVCrzpcC2bdv45ptvmDVrFk2aNDFtz83N5a+//spXlqgisGrVKn76qexNPm7evMnSpUsrE+JUYkKpVDJkyBDUanWxjl+1ahU9e/akdu3anD9/nq1bt/LII4/g7+/PH3/8Qb169Uzx5CVNiOlOMW45OTl88sknHDhw16JY2v03x5Xj74oVK/jrr78stjmz765i79691KxZk7NnzwJlo8/m70x0WnSx3h/j5FcbpyXjVAYKUcHKyyttTnrNFxDWn8s/mQaYun8qP27/EVlnUFoOe1xn4tjQIvSskoIwWufPJZ3j4Ycf5plnnmH79u3MnGk7sVolpUu69u7/R3h7MbB2DYNVvhiJMqNUHpxTeRgs+5pEm6q/X0s/qj5RFYXX3ZwJeRNdXk2/Wuj1REQWHlvI/KPzAccvphdpkcBY0WPwUsvtg5eaKnz4+Pjw2GOPWVXmS1LPvizQo0cPmjVrxoULF2y2cXf9zfVfznLGrVu3ePnll3nkkUcYNWqUxb6srCyuXLlS4RKpJSQkMHbsWP78809Xi1JkZs+eXanIV2KBTqfjo48+KtaxsizTp08fxo4dC8Dp06fx9fXlwQcfZOrUqYwePZp//vnHIXK6W4zbzp07SU9P56mnnjJtK83+58VV429ubi7vvvtuPo8EZ/bdVaxfv55atWqZ4sRd0eeiuLjmfWfMKcr7Y1wQiFsfx/XV19Hn6gtcDDBfQDC6Ducl9KaePluyWTFNy49Tdfw4VcfEebcYM0rBUx8reepjJWNGVSZtKwpfrtQTlmS9ssD06dPJzMwkISGBefPmuUrECs2lJInwr7JYFlWdacFBho02XKEFBGr61KSqV1Wr+8NydTTS5ubL5J4XUS1SdUBVlAGWOZKMz4Z5Usz6AfVZ38/64puERFRalMmC78jF9GJ53IU0hJp5kvbWbG9R4WPIkCH8999/XLx40aJZcevZlxUUCgUnT57k+eeft9nG3fW3SmXewQiCQJ8+fVixYkU+lzp/f38mTpyIv7+/i6RzDR9//DEKhYJJkya5WpQikZSUxIIFCyqV+UpMKBQK+vTpQ6tWrYp1vCAIfPLJJ/Tr1w+AwYMHU79+fVasWEFkZCQ//vgj1atXByhxPVN3i3H76aefaNGiBffcc49pW2n2Py+uGn/37t1LSkoKgwYNstjuzL67Ap1Ox4YNG3jqqadM30Jn97moLq553xlz7H1/jJP9rPNZpJ9IJ+zJMASlYOHGba29cQHBWuxvWJLMV6tlXgupgm8e74X5i/XUSBYIVgcTHywwfXDltK4ozF+sp0NuzXylxGrWrMl7773HP//8wxtvvMEHH3zgFp4jFY0LiXpUTwzklscd5dqGVV5G5nrmdRKyrZcZi/dQEuHjlS+TuzV06Tpu/nKT3ORclvVeZvFs5PV2u5p+1aaiW827mul9duRierE97owWejBZ5M3p27cv3t7e+bxozevZ5/1XWLhRWUEURdLS0rhy5YrV/e6uv5X9X8CN0Ol0VKlShdWrVxMWFpZvvyAI7N27t1zVDy6MgwcPsmLFCiZPnkxISIirxSkSxtjmSioBw/v74IMPsnbt2mIdL0kSX375JVevGlz0cnNz0el0PPvss9StW5ekpCReffVV+vbta7pecXG3GDeNRsOmTZsYMmSIaVtp9t8arhp/N23aRO3atWnbtq1pm7P77gr++usvbt26ZfrNnd3nolqvbL0z5tjz/hhdUuM3xONZxxP/jobJn7kbtzl5FxCMrqyzus9iRjdDvhYvreH+HM7Otnqf1BqJJE0SAIkBZf/ZcTaJidesKkSffPIJe/fuRRRFxo0bR1BQkAukq5iIooggCHwx5QtW5Ryy+7hq3tWsbl8WdxNFIeuFCsHg2eKh8CBpWxLveL9joaxa83ZbdGIRHcM65lNyZ3afyc2sm6b32VGL6SX2uAtpCBNT8ynyAN7e3qxduzZf+dSKwmOPPcabb75pdZ+762+VyryDuHjxIk2aNOHo0aM222RlZXH8+HG3ddMoDebNm0erVq149dVXXS1KkXHXRBeVOBfj4P3RRx+xc+fOYi9K/f3333z00Uemld8dO3bw3nvv8cUXXxASEsLgwYNp3769Qz4W7hbjptfrmTZtmsUkoTT7bw1XjL+yLLN582b69+9v0S9n990VXLx4kcaNG9OhQwfA+X0uqvXK1jtjjj3vT3hwOK8HvE7W+SyqDqyKIN7t35JeSyxcUq+kXLG56Lbg2AKmH5pu2pYtSZzX5JBdSJLA7MrPVpGx5TWhUqkQBIEDBw6QmZnJF1984SIJKxYKhYLAwEB27NhBm6FtTDXfbeGlvJth/GbWTWZ1n8XJXt9ZZGzvmKNhUVAgAB6S9XdcLxu8MGVvmTqt6rBlyxaiU6NNoToFebvdStdwLTnLtN3oim+OreesKJS2x92gQYOoV6+eQ85V1hg6dCg7d+60WnPe3fW3Iinzw4YNw8vLC0EQEAQBPz8/Pv/8c9N+SZJ48MEHUSgUCIJAYGAgv/32m8U5tm/fjr+/PwqFgoceeshi37p166hWrZppRU6pVFKnTh3Onz9fgi6WPrm5uTz33HMoFAqLhHd5kWUZX1/fcuFCaS8rV65k06ZNZbJGu9H9s5KKi0KhwMvLiw0bNjBlyhQUiuLHpH733XfUrVuXrl27otFo+P7775k8eTKdOnVi9erVfPXVV+Tk5DhEuXG3GDdvb29ee+01GjVqBFDq/beGK8ZfnU7Hq6++ynPPPWfa5oq+u4JXX32Vs2fPIgiC0/tcHOtVQe+MOebvj7V4fFEQCW0QSo0XauDX1jKLdLo23WTli4iOYOBvA20uukWnRVsoMTLgJYqF5OyG+GChMna+iNjymgBDmeE+ffowZ84cXnnlFRo3blzpbl/KdO3aldOnT9OzV09mHCq8mlC27q4HpeldV1mWP7YoaScWPuZommiI2BVBvx/7MWDjAHZE7bDuuSMLTP93Ln3mRdJ7zl5OXE0xLQzmpaDnzB6c5XE3ceJE1qxZ45BzlSWeeuopRFG0mgTQ3fW3Io1IjRo14qOPPmLHjh3s2LGDVq1aMWHCBJPC3q9fP/bs2cO7777Lhg0b8Pf3Z/Dgwdy4ccN0jmeffZb+/fuzevVq/v33X77++mvAkBjn2Wefxc/Pj7Vr17Jnzx6+/PJLQkJCSEpKcmCXHc/nn3/OkSNHWLt2bYG1cn18fHjppZfKVI314pKamsrp06dRqVTUrVvX1eIUC2uhEpVULGRZJjIy0lQju7jk5OTw448/8txzzyGKIsnJyTRq1Ii4uDj69u3LuHHjiI6OxtPT0yFyu1OMm16v5/3337fIFFva/beGK8ZfDw8PPvroIzp37mza5oq+O5uMjAw0Go1p8cvZfS6O9aqgd8ba+2MrHl+SJVZdXkVIjxALq7z5hNs8BCDMx/p3JlAdaPG3tygyOCAAbzsUycrY+aIzuctkq4ucPj4+jBgxgiVLlqDVapk9e7ZblFAsbxiNeJMmTWL37t2EhYVxJvFMoVb5vJje9YwoUwZ3CVgYFIhoVMTs0Me8W3qjydGQeSETgDlH5lj33BFkbuZcJU0fS06unmFLD+Ar1GFJryVWz5vXO6coOMvj7siRIyxevNgh5ypLhISE0K9fP7799tt8+9xdfyvSaD9p0iQmTJhAnz596NOnD3///TeCIPDrr78iSRIRERH07duX6dOn8/jjj3Pq1CkkSeL99983nUOj0fDwww8zePBg/P39SUgwJKtYs2YNsixz6tQphg0bRrdu3Xj33Xc5duyYRa12d+Ovv/5iypQpfPbZZ9x7772Ftt+yZYsTpHI9n3/+OV26dCE9Pd3VohSbSst8xUYURd566y06duxY4nNt27aN1NRUnn32WcCwUDRw4EA2bNjA8uXLmT9/vsm1rbxNFPfv38/MmTNJTEw0bXNV/509/q5evZpTp05ZbKsIv/3SpUupWbMmOp0OcG6fnWG9Kigef+z/jeXf1f8WOOE2DwGIz4w3uAWbLRi82OxFUjQp+a4bmZFpU6awJNmU5f7HqTo+2FA+niVn8Ha7txn39zibiz1vvPEGqamp/PDDD/Tr149u3bqVyEurkvwIgsC2bdsYN26c6d4KqdeKdS7Tux5cH2q2N1nlJaMX0J3/aK4/i/LqdEQh/2+prqkm9LFQPIIN1vwbmTcY3Wq01etlxYxAlx2GIAh4qRR4eXiQpk2z2tbcO6eoOMvj7vHHH+eff/7h1q2iLaSUB1588UWqVKli1Z3enfW3Yi/darVaxowZgyzLDB48mL179yJJEsOHDze18ff3JywszKKu8AcffMCIESPw8fFBEAQ+/vhjABo2NCRj+L//+78yNaHx9fXlhRdesKtUVVpaGseOHSMtzfpLXl44c+YM8+fP58MPP8TPz6/wA9yU0NDQSne6CoooilSvXt0ijKgkNGnShEmTJtG0aVPAYPHv0KEDzz//POHh4Xz44YeMHDkSKB/Jz8zZtGkTVatW5b777jNtc0X/nT3+5uTkMHr0aCIiLC23FeG337VrF23btjWFVzmzz46wXhVWzs5WPP7F2xf5bul3SNnW5zDLei+jSVCTAkMAdkbvZNWZVRbHZasgQ6/nbE4OGVaqq/hmy8xfXFl1pbh8G/0jYDtRYv369enVqxfLli1DEITKkrWlwFdffWVKhglA4mWafjeUZXH545eNPFrvUavbzd91Kbg+Cxu0yVeOTpYFlFUieLr7bSQ5/28pCALVBlfDs8Zd76Gd0Ts5MfwEJ184yfxOv5N+dhrpZ6ehz2oEiOglmZlDWhPi61EqC4rO8rjr168fsiyzbds2h5zPFkUpG+osBg4cyM6dO/H29rbY7u76W5F/+V9++QVBEFCr1SxYsICJEyfy2GOPmeLazcsOAQQGBpKammr6e8KECaSmpnLmzBlu3LhhSjI2YsQIOnfuzJw5c1AqlYSGhtKvX798Vo2CML/J6enppkzkkiSRmppqshJoNBqLthkZGfna5uYaar1qtVoL+TMzM8nKykKWZXJzc2nQoAGLFy9GoVBYbZuZeXclPScnhx49eqBWq8nNzSU1NdUUf5GVlWXRNjU1Fa1WC2Bqa1zkyM7OJiMjw6LfGo0GMMRo5m1rbh1PS0sjJycHMLi/pqammj5KOTk5Fm3T09PztTXew5ycHKv3UJZlxowZQ506dRgzZozN+21c9bL3foNhQmjetjj30FZba/cQKHMZ+CtxDJIkMW/ePJNLVXHGCLj7zN5zzz2MGzfO1NaowAQEBNCqVSu8vb1RqVQlfr7dcYzYtGkTAwYMICsry3QPjfelatWqdOrUCYVCYTqPIAilMkao1Wq6d+9uks/WPSzKGFHQ/Y6MjCQnJ4cHH3zQoq1GoyE9PZ0aNWrQqVMn9Hq9aZ+xr/bc7+J812y1LegeFvV+3759m71799KzZ0/TPTQ+7z4+PnTo0AFvb28EQch3v4vyzOZta7wvjfwbMbfTXOQ7Sa4krYQ+23A/l/VeRk2PmgU+37+e/NXkPm9tHqHN1RqSW+WCPltvUsY3nt7Iw589TGpiKoFdAqmlrMXhYYc5+cJJjgw7wr5B+7iv+n38Hvs7V25dQacx/BZ6Sc+luEvsuLQDSZaY+s9U9Fl3lQtJI3HDR+ajV5V08fZGI0lo79yzXFnmteGQfkffyJYkssyMIel6vUXbdL0e6c7fOZJEplnbDL0e7Z2/dVbb6i3aau601d9pq7/TVpOnbaaUv63OrK354kSmJJFjfBfytNVaaZudp22use2dv41kmbWV87Rd/3x9/tVdRZYN8cxbzm2xOs6OGTOGBx54gOTkZNq1a8czzzxTudjvIEaNGsWoUaMAszFZk45eL+OZkUvdHC2CLCNpJPQ5d3/X7ee2s6CrwUNG1svos/Sm935h14XUUtUyLO5lXkeXIyFpJVNbKVuH6JHA2iMnLcYIMLzXklZCn6nn9q7baG5qkCWZqLQotl3YxpXrt3jvpxMoRAFJk4WUaxinREHm7e/+4a+oY0SnRaPP1VucNzcnl8u3LhsWGUrwXStM1yjKd81a29DQUDp16sSvv/5aavOIjac2WoyzRdU1wL5vYHHmEbm5uWzatMnivuTk5NC7d2/UarXDdQ175m2FUeSsZH369GH37t1cv36dr7/+ms8++8yi5E7ewc1asgB/f3+rtfr+/vtvLl68yNdff83evXuJiIhg+/bt/PTTTzzxxBOFyjZnzhw6dOjA4MGDWbRoEYIg0L59e5o3b87MmTNp0qQJ3bt3Jzo6mj///JPWrVszcOBAUyxU27Ztuffee/niiy9o1KgRXbt25ebNm+zYsYO2bdvSr18/Vq9eTXp6Ordv32bPnj106dKF8PBwHnjgAdLS0ti4cSPt2rWjb9++/PTTTyQkJNC6dWv69evH9OnT8fT0pFq1auj1en744QfatGlDnz592Lx5M1evXqVly5YMHjyYKVOmULNmTTp16oRKpWLNmjW0bNmS3r178/vvv3Pp0iWaNWvGU089xfTp06lSpQr33nsvQUFBLF++nObNm9OzZ0/++ecfTp8+TdOmTRk2bBizZ8/Gz8+Pe++9l5o1a7Jo0SKaNWvGQw89xLFjxzhy5AjNmzdnyJAhzJ8/H5VKRYcOHWjcuDFz584lPDycBx98kPPnz7Nv3z5atWrF448/ztdff40kSWRmZvL777/z+OOPs2bNGrp3787Vq1fZvXs3bdq0YcCAASxbtozs7Gzatm1L586dmTRpEg0bNqRr164kJiayZcsW2rVrx6OPPsqaNWtISUmhdevW9OrVi0mTJlG/fn0eeOABsrKy+OWXX2jbti19+/bll19+4ebNm7Rs2ZJBgwYxadIk6tatS+fOnZFlmfXr19O6dWt69+7Ntm3biI2NpUWLFjzxxBNMnTqVsLAwOnXqhI+PD6tWraJly5YEBQVVSFejiowoinTp0oVDhw6h1WqLPUa0bt2ahx56iJdffhm1Ws1HH31EWloaq1at4qGHHjKNESdPnkStVjN+/HgmT55MvXr16Ny5c7kYIzZt2sT58+eZNGmSaYyoW7cu7du3Z/HixTRu3Jjq1auzf/9+srOzue+++0p1jDh8+DBHjx516BjRs2dPIiMjuXDhAs2aNWPo0KHMmDGD/fv3ExQUhLe3N5MmTaJ58+aEh4ezb98+0tLSaNasGS1btmTixIm0bduWrl27UqdOHRYuXEjTpk3p0aMHJ0+e5N9//6Vly5Y8+eSTLFy4EKVSSfv27QkPD2f27Nncc889dO/enUuXLrF3715at27NoEGDWLx4MTqdjrZt29KhQwemTJlC48aN6datGzdu3GDnzp20bduW/v37s3LlSjIyMmjTpg3dunVj0qRJNGjQgK5du5KSksJvv/1G+/bteeSRR1i3bh2JiYm0bt2avn37MmnSJOrVq0eXLl3QarXMmzePzMxM2rZty/fff8/FixcJDQ01ZbIHwxyge/fu/Pbbb6bfLSIigitXrpierWnTppkWe3x9fVm1ahUtWrSgZ8+e7Nu3jzNnztCsWTOefvppZs2aRWBgIB07diQsLIztS7fzTrN3ePjBhzl8+DDHjh2jefPmdKjagalTp+Lp6UnHjh2pX78+8+fPJzw8nB49enDq9CneX/0+mqoa5nnP48jlIyhEhcU8Ijckl/PCebS3tWSezcSzjie6tjre2/AeCXsS8AjxwCPEg0NrDvF+1PuMenyUaYxo3aY138nfkbw3GX2OHq/aXvg09eHWplt8ePxDogZGEXM6hvSj6XjV9cK3pS+ph1LRp+vJqO3JlNFqUv5OwSPEA5/GPsiSTOpfqdT29yRJ50VkRgbxOh2N1Wp6+fmxJDGRqh5KWnt64SEIbElLpbFaTRcfX/ZnZhKr1dJQreYRf3+WJyUSqFDSysuTAFHBL6kpNFSrud/bh+PZ2VzUaGioVtPP35/VyUl4iyItPb2oplSyPiWZBio1nXy8OZuTw6mcHBqrPenj58d3Scl4CAItvDyp5+HBt8nJ1FOpudfbmyitlqPZWdyj9qSnry8/JCcjIdPM04t71GpWJCVSx0NFR29v4nJzOZCVRbinJw/6+vJzSjIaWaappydtPL34JvE2tTxUdPD2JlmvZ09GBs08Penm48PmtDTSJD3hak/u9/bmm8Tb1PTwoJ2XN79fP0fCvjS86njh39qf/5v3fwypMYTWrVrnGyOGDBnCF198QevWrXnvvff48ccfy5QnqbshCAJVq1YlLCyMX3/9lccff5wvvviCWrVq0blZHf5NUzLhgohnQia+zX3JOJWB9rYWzxqeBNwbQNyWOBZfWczSx5dajhEPG8aI38/8TnjTcKbe/xUvf/AkCi8FXg28UAYoSfozCdGzJ4H3/UXOpXSyY7LxrGU4b+KuRAQPAXVVNfFr48k4mYF/e398mvrw+erP6ZjdjfgYJaqGncg4vg1ZkYlX1TYoQ+pw9fCv7A/pzvgO4/ngtw9MY4R/W3+SIpN4ov4TxByKofp91Ys0jzCOyfboGsYxuSTziHfeeYdTp04xc+ZMh88jjhw9wkfrPiKnSg7zfedz8NxB1Cp1kXSNdu3a0bp1a6ZPn07jxo0dqmsolUoGDhzIu+++y/PPP2+aR1SrVo22bduWiq5hax6R10PA5rsklzA1X3BwMNWqVePrr7+mR48efP/99wwbNsy0v3r16nh7e3P58uUinzsjI4MqVapQs2bNAo9PS0sjICCAq1evUqtWLcBgwVAqlXh5eSFJEunp6fj4+KBUKtFoNGg0GtOCQkZGhilrtbGtt7c3Hh4eaLVasrOzCQgIAAyrN1euXKFz584MHjyY+fPnF9gWMFn3EhMTWb9+PaNGjUKWZbKysvD390cQBJO139g2NTUVLy8vVCoVubm5ZGVl4efnhyiKZGdno9frTcn20tLSUKvVqNVqdDodmZmZFm11Op3J3T0tLQ2VSoWnpyd6vZ6MjAx8fX1NlrHc3FxT2/T0dDw8PCzaGu9hTk4OWq023z1MTk7m+++/Z+TIkQXeb1EU8fb2tut+C4KAt7c3siyTlpZmamu8L0W5h7baWruHubm5VK9e3cKSV0n5x8/Pj5MnTxIUFFTsMcL8me3Zsyd6vZ7IyEiioqJYtmwZDz30EKtXr+aee+7hpZde4ujRo/To0QOdTmf3M1sWxoiYmBjWrVvHe++9B8C5c+f45JNPGDVqFIIgcP36dZ5++mn++usvOnXqZMpTURpjhF6vZ9GiRbzwwgumY0s6RhR0v/v06UPdunVZs2YNmZmZxMbGsnz5ckJCQnjggQc4ePAgL730EpGRkTz88MOEhIQU6X4X57tmq21B97Co9/vrr79m3LhxJCUlceLECVavXo2vry+vvPIKVapUISUlhVOnTtG5c2dEUTTdw6ysLCRJsvuZzXu/jc+ssW1RnllfX1+uZlzlZPxJPvzzQxRehhjaSe0n0adhH9M9TE1L5bndz3E18yr6XD2yTkbhpUBAIDcjlwvvXSCkTwhVB1YFDdSrUo9NT2xCl6sjOzubQymHeDvybSSNQQEU1SKyLCNlS4gqkSCfIJIyk5C1MgpvgwzGtoJSIHlvMv4d/BG9RESliKyTCb2p56vVMoIgkC1JyGBKkpeu16MWRVSCQK4skyNJ+IgioiCQI0noAZ87bTP0elSCgEoU0cky2fnayviIClNbD0FALYroZZksScJbFFEIAhpJQmfWNlPSo8SyrZcoorzTNleW8VUY20ooAE9RRJJlMs3aau94JJi3FTFk+De29RRFPAQBrSyjkST87rTNkiSEO21lWSbDrO37w0WuBMmIXoYEbJJG4pnwZ/ik2ycAnImJI8DXl5ohfhw8cYZduyL4v3fHIggCn3/+ORMmTCjsk1JJAfz888/07dvXNM7+F/sf4WHhKD2UDPihL1HJ16iqlEhUeSBpJGRZRuF5593IlqgbXJctQ7Yg6aUCx4i/z8Tyyprj+Hh78eXjzXlv3UE0qgSUdRcgaSVkvWx67/XZegSFgKgSufjJRbzqeVHzlZoIooCklVjZayVqRROGLT2AUn0YfdV1qNJeIielGUufbk6ne2o6RNcoypgMFDr3vZ6SjV6roYqviixJiUanx0/Mdfo8YvP5zfnG2b6N+hZJ17BXtyvOPEKn01GrVi2GDh3KvHnzyM3NJS0tjZ9++okRI0ag1WodqmsUdL81Gg1Vq1YlNTXVqhHciEOU+eDgYC5cuICHhwd9+vQxxVlkZGTg5+fHM888w9q1a4t1/rCwMJRKJdeu2U6EYVTmC+usI9BqtXTp0oWUlBSOHj1apJjw1NRUJk2axPjx400PUHlCp9OVyRJ0tli8eDGjR1tPeFJJ+WXJkiWmeN6SkpCQQI0aNVi0aBGvvvoqc+fOZdq0aUyaNIlnnnmGxYsX07VrV4v44vKKLMtIksQHH3xAmzZt+O+//zh48CDz58+nRYsWpZ5QypnjryzLfPjhh9x3330mr7K5c+fSoEEDsrKyOHr0KDVr1qRFixb06NGj3LnrZmZm4uPjw7x58wgJCaFz585s3ryZe++9l3PnzvHSSy+5WkQLIqIjeHfPu4R6hZKYnYiEhCiI1PWvy8aBG02xqGcSzzB0y1Cr55BlGc0NDQpvBR5BHqbts7rPone93qZrjG41mm/++ybf8YHqQKtJ78KSDPHw6Xo93yTeZnRIFZOSWknJ+fAlBVFhlrHNHqIHB589yOnrGQxbtRkvIYyZQ1rz8rjZRP/8JbsOnaVnh3A0Gg1NmzYlJiam0kJfRBQKBffffz979+4lJi2GegH1WHtmLdMOTWNW91nIyLy35z27zvVD/x9oFtKs0HbXkrNQKxWE+qm5la4hOzeXOM1pRkSMsHnMje9ukHEqgyZfGspOL+m1xBSfHpuUweg/n+ZqRgx1fOvxdY911Am2XdHKlZy4msKwpQfwUimYOaQ17/10gmytnnUjO9G6dqDVY1asWIFWq3XoPFiSJQZuHEhsWqzNcdYdGDt2LD/99BNXr15FoVC4TH+zV78t0p3r3LkzCxcuZN++ffzyyy906dKF5ORkRowYgSiK9O7dm+3bt/Phhx/y66+/0qJFC0RRZMaMwutEfvrpp9SvX59PP/2UnTt3sn37dvr378/Nmzfp379/UcQsVcaPH8/x48f5/vvvi5zczc/Pj//7v/8r00nhbHH58mUaNWrE0aNHXS2Kw1i1alW5SUhVSeEoFAo6d+7MK6+84rBzGnOMDB48GIB69eoxbNgwHnnkEXx8fIiPjyc+Ph6lUlnuJoOZmZl88cUXxMXFAQaXSoVCwZAhQ/D09CQrK4sXXniB6tWro1AoSr1+qzPHX0EQmD59ukV4WHh4OA8//DA1a9ZkwoQJCIJATk4OoiiWu9/eaIUIDQ3l0UcfpUGDBnh6ejJhwgS3y9xvnpn+VvatAsvZFZRNWhAEPGt6WijyIiJzjsxBJ+lM19gZY0iiNav7LIvjC1LkwWBBHxkcYrKkV+IYslX5t+VKuXz113RurgtHUWc66eIRXlp5CLlmawCGT1pmUAzVahYtWuQ2z3JZwsPDg2+++YZdMbsYsHEA0w9OZ9qhaQAsPLaQBUcXmJJEAihsfB9sZXG3llytVpA3oX5qAEL91NQJ9rWeUK7/RmbWM4zdPvf4oL2p5f98e3Oy/0bur3G/Sek8m/Y3VzNiAIjNiOZc2j/FvyGlyLXkLIYtPUBOrp6UrFxeWnmIlKxcUym9a8n5M7cDHDhwgDlz5ljdV9zkdcUpG+oKhg4dSlxcHPv27QPcX38r0lfh9u3bvPXWW3Tt2pUhQ4Zw9uxZpk6dasrkvnXrVrp3787MmTMZPHgwKSkp/Pzzz9SoUaPQcz/00EN4enoybdo0+vbtS79+/YiMjOSVV17hm2/yr2K7ilatWjF79uxilasSRZHDhw+XOysMwNtvv40sy4SHO6Y0hqu5cuUKBw4cKHUFoxL3QRAEli1b5tD3c/369fTs2ZMqVaoAhiyx48aNo1atWuTk5ODj48MjjzwC5M83UtaJjIxk3LhxFklmADp16oRarUalUvHyyy9TtWpVoPQzuTtz/D169CgXLlyw2Pbwww/j4+ND165dUSqVJld8o2zlgejoaGrWrMnhw4cBGDx4MMHBwQB069YNtVrNAw88ALhPn80z0+clb/ZpURDpGNaRev71LBQNgOsrrpNyIMVim4TEtYxrjNs3ziL7/dqza5l/dH6hstW6dff7IwoCpzUaxMoFZocxZpSC+GDr9/O3S98xPygQAK8q2wAJPP1RVa2P5upJ1EqDd0Tfvn0ZMGBAZam6IrJ69WqaNmtqWuRae/au925UWhQx6TEmhQ9ALwgMbzbcrizuEdERpuRqRSbxMtKCdiy8sB5RlvFu4k1Ql0CWX/gVaUE7SDSE/BpLYNqqSuFOqJUKvFQKBEFAfydBoF6STaX0jM9yXvr27cuFCxeIjo622F7c++uMsqGOolOnTvTt29eUbM/d9bci+XXmnZzkRRRFIiMjiyXIgw8+yNmzZ4t1rDPQaDSo1WpTnejikJ2dzbFjx+jatSteXl4OlM61bN26lc2bN/Pzzz/bnazB3dm4cWO5tJhVYh1BEPjkk09MpeMcxRtvvGFS5MFgjTCvkPDss8+iVCqRZbnceYFERERQp06dfBVOAB577DFTqTpn9d2Z4++HH36Il5cXmzZtMm3z8LhrsZVlmaeffrrc/fZHjhzhxo0bptw1np53yzo1adKEyZMn4+Hh4TZ9Np9c5i1lB5YlroxuvNaUf0krkfx3Mp71PPOdAyAiJoLqSTBvsTH/yhQ63Pm/ghRKde7d/8+RJM7mZNPeywtPN5pQZkp6U3x8WcGaa31ebpmFPUnqZKr77yMurRvqWs3wTjxrsvACfP311zRr1oz09PRKA0AhqKqpGPP8GJ566il2Ru80vUvmirst1p1bx9vt30Yp2lZdzD1tFh5fSM+6PYvmvq1JN9WlB/AI9KDmyFrcBHbfzKK3xpCxPe84YG5h7l2vt/3XcwKhfmpmDmnNSysPWWw3ltIzf5bNefjhh1EoFOzcudNUbaAk99dYNjQv1sZZVyOKItu3bzf97e76m/t8EdwYSZIYNGiQKYlTcdHr9SiVynJVnzQnJ4exY8fSs2dPkytxecDX17dSka8gKBQK2rRpw8cff+zwcw8ZMoQePXpY3efp6UmjRo2A8lNf3JydO3fSp08fm32rVq0a4Ly+O2v81ev1/Pvvv9x///0225TX3/7YsWOEhYURFhaWb59CoaB1a4Obsrv02Tght6bIGzF347VlWcqJzQE9eDe4u5g9qtUo0/+H3NaaKfKWzF+sJyypcAVQD4gIuNPs4UxODvdfusSZO2WlygthSTI/TtVZ/Fvx7SY6Zp7G554mZIc0Jj7lrmtyzZo1Wbp0aaUiXwietT1p+FlDHvrfQzbfpYLIlXL59vS33ErX2HQNN1eyi+O+Lal8WBgUaFGXXpemI/N0OguDApFUPmXKwgxwK11jKqVnjkIUeO+nE9xKt17+LCAggE6dOrFz507TtpLc34LClGyFS7gSWZb577//uHTpktvrb+U745KDmD17Njt27OCtt94q0Xl8fX157bXX3HJVp7jEx8cTFBTE/Pnz3WaC5gisWRMrKX+IosiDDz7Ixo0bUautr04Xl88++4yePXvSpUsXh563LHDt2jXOnz/P5MmTXS2KCWeNv+fOnSM9PZ1OnTqV6nXckZMnT9KqVStXi2EXtqzyIiJ1AywTMkWnRlMvoJ5Ny1J2bDYoYP6w+Tza5FFTkicREQkJL23BstjaH5hxVy4fUeSZoCC3sspvS0tDJ8tsT0+jmad1r4Syhnmegrx8vmslY0YpuN56OLo8evtTTz3Fb7/9xg8//OC2E35XolAqqPdaPRSeCr7+72uSs7Q2w1tsIsPa0z+x8Lea5GjlfMnbzF3fjcnVimw9FnJNVnkjqQdTiV8Xj9fXTTkn5EIZsjADaHR6srV6QyUA0eBqrxAFZFkmW6tHo7P9vH788cemRaqS3l9REE05CsoKjz32GI8++iiLFi1ya/3Nfb4KbsrBgwf5+OOP+eCDD0zxjSVh48aNJRfKjahXrx4HDx50uHuyq6lU5isGQ4cOZdu2baZSII4iLi6Ozz77rNDQpPKKJEm8/vrrNr0SXIUzxt+DBw8iCAIdOnQovHE54/Tp07Ro0cLVYtiFUTHPa5U3n5CDZXyoLcuS5rqGsDphfLj/QyKiI/IleSouHnmM+b9nZJTofI5ElmV2ZmYhCCI7M7LKlFXaWtI7I/YsvIT47kCffivfvkWLFlGtWjW3jat1FQqFgtZPtiYjxvD8RqVGMeXfYiz0CpCguUaaPjZ/8rbEy+yaUaPEydWsveNeDbyQ9TLvVH+H8ODwMmdhrhXkzbqRnfD0UBDo7cHKlzoS6O2Bp4eCdSM7USvIdnhsv379TEnIy0ryOkchCAJPPvkkv/zyC3q93q31t8oRpwBSU1N5+umnad++vUMsTGlpaZw4cYK0tDQHSOd6Pv30U44fP16uLPJGqlWr5nAFrxL34u2332bNmjWoVAXM7IqJMefCY4895vBzlwXq1KnDwoULLfIDuBpnjb86nY5evXq5bdbb0mTLli28+eabrhbDLuyZkEuyxOwjswFDfChgNfv15kmbqTXUkCdgwbEFRXYftkWume9khl7PeU0OGW5i9T2r0XBdm0OPlk9wTZvDOY11V113o6AcBfZycPLfvPP5O/m2BwQE8P3335ephY3SRhAEug3qRpV+VciJzUGfrUeWQVAWLzQjK+YVdNlhlsnbjEnr8rjHg23Xd1vZ2M2txyf7b+RkVCxnRm3Gw8ODnJgcREG0bGNHQj53oHXtQCLe7saOsd3ocU9VdoztRsTb3WyWpTNn/fr1bNq8qUyFFjiKJ598koSEBCIiItxaf6t0sy8AT09PnnrqKUaNGmWRvKi4qNVqU0bfss6OHTuYNGkSzZo1o02bNq4Wx+EIgkCTJk3KVam9Sgy/qyzLzJw5k3fffbfUrvPLL7/Qo0cPt1JmnYUsy3z33Xf06dPHFBfvDjhr/B05ciQjR44s1Wu4K2Wpmok9Lp8zDs3gesZ1AIvkVka3eyPp1dPJCTcoJ0V2HS6Am0EC3PEcUAkC7b28Ublg8fyKRkP/6CiLbf38/PFRedO/w4scOLuVlUlJbEm3nOhuqVefBm403/nwpZIr8gCqKir+OfUPV1Kv0CCggcW+7t2707dvX4vkWRWZR956hNjWsUg5Et73eCMoBUryCAuKLEC8m7xNew2uH+GcyiOfezxYd32PiI7g3T3vMqv7rIKT1YU0hImpqIEWLVqU+fmguQXeVtI7a3z77bekZKWQ/lJ6vn3uGlrgKO69915q1qzJ1q1befTRR91Wf3O/5SM3ISUlBbVazbRp06hfv75DzqlWq2nUqJHbPgz2otFoePPNN+nRowdDhw51tTilRvPmzSvLzZQjFAoF/v7+/Pzzz6WqyCcmJhIZGWlRY7wicenSJV544QWOHDnialEscMb4q9frSUlJKbXzuzP79+9n9OjRplI+rqa4dZCN6CQd35/93vS3MT50R9QOi7JMkizx7uR30V43+GcLCIT55E8AWBwSA+5qPSpRpK5KhcoFLtzzbt/Ot21rehrtG/VE5eFJ+8YP51PkAeZbOc6VfLlSb0poZ0/SQVsoA5Wk3kpl4MaBVstzBQQEVHhXe1U1FWPGjkF4wPAMix4i6mpqRI+S3Rd11R2AhFJ9m3k/7iD663thw0iaaHOplms9yWTeJJbm2djttSj37NmzVLz43A1r42aPHj04cegEXz/4tdVj3DG0wFGIosirr75K1apV3Vp/q9ijjQ2OHz9O3bp1i11mzxY6nY49e/ag01kfcMoKs2bNIjo6moULF5ZLF3sjZcnKVEnh9OzZk7Nnz5a6kq1UKpk9ezaDBg0q1eu4K5GRkYiiaKon7i44Y/y9ePEiQUFB/PXXX6V2DXfl0KFDrFq1ymWTHfNJaInqTN9h7J9j0cl3nxVjfOj0Q9OBu4rAtovbOL38NJlXMgGQkYnPjMdf5Q8Y3FB9swtWHAvbD6CTZQ5mZaFzgQv35LAwHvEz9Kddg+5Mef4nZr28hSEPjAHgqQfGMuvlLUx5/ifaNegOwKP+/kyyUtXAXbC3ioA1lP5K9BmGcIeFx/IrhF5eXhVamQ/uGUyTL5vg96QfMekxAMh6mcxzmcj6kj2/oioZVchfeDWYSaLfTgbUrkGEtxe/e3tx0+Ous/Gsm7c42eu7fK7vxc3GPn36dL7+2royW16wNW4++OCDZGVlIV4Xy1RogaP49NNP+b//+z+31t/K790vJunp6Tz11FM0aNDA4dmIMzMzOX/+PJmZmQ49rzPRaDQsWrSIt956i2bNyp9LjTn33HNPZVbacoCnpydLlixh+/btVK9evdSvFxAQwJgxY6yW56oI7Nmzh/bt2+Pv7+9qUSwozfHXqEj+999/AOUuIag9xMbGUqdOHZcoMeaT0OJa3sDwO0anRqPVa9l7bW++/QICt7INic+iUqOIiI5g/j/zAVB4W3pxpWkNlmoJiQyvghe9be03T9SWLUnEaDVku6Bkqp9Cwczq1ZkcFsaZ6H3M+20sienxpsV8QRBITI9n/m9jORO9jy/CwpgRVh0/N/ds89LmL0P35cqCv/nZKlD4KjCGDkelRbHu7DqLNp6enuXa0GELQRAI6RlCjedqAPDb5d9M+ySNhCZeg6Qp+fOrDv4bgIzg0wAsDApkQVAg4p2FLlGWTWXkzDHPxg53vW3sjac/n3AeTRnJDVFUCho327Zti5+fn8MNnGWJS5cuERkZ6bb6W6Uyb4Ysy4wePZq4uDh+/PFHPB1casXPz4933nmnTCdGUqvVHDt2jAkTJrhalFKnatWqrhahkhIiCAJffPEFI0eOdMrkKisri3fffZeYmJhSv5a7sm/fPrp27epqMfJRWuOvuSJ56tQpwsLCqFKlikOvURa4fv06tWrVgsTLMDHA8F8nkHcSGhEdUbDlzYZ8xt9xwMYBjIgYYfVaFiXsBJE5R+cQk2R41wW148eX+GCB6YMN0zQfUWR4UDA+LrL4CoLA4IBAfqlbh7SMm+w59avF/siTv5KaEc8vdevweEBgmVBmQ1Jtl6GzhjF5XuijoTT5solp+7RD09gRtQNZltmwYQO//fZbhUuCp1AoCH0glOrPWV8wFz1FQvqEIHo64PlVGhbKdLLht4tSeRCj8kC688xJgkCUyoPdGZZ5HuzJxm7LOv3rf78SXj2cz5Z+VnL53ZCCPBaUSiUff/wxLVu2dJF0rmfatGkcOnTIbfW3SmXejNWrV/P999+zZMkSGjdu7PDzi6LIuXPnyqz71fHjx0lMTCQ0NLRCZHr/66+/KmPmyzj+/v68+uqrTrteREQEs2fPRqstpL5ROSUnJ4f77ruP3r0LSCrkIkpj/M2rSJ4+c5rmzZs77Pxlibi4OMKCfGFBO8OGBe2cotDnnYROPzTdtuUt8bKFfNExBuu7+e8IcCzhWKHXlWSJGxk3eKbxMwAIYukqr6IgEKXVIrpYSRYRyJb0hNfqQHp2CruOryc9O4WmtduTLUkoHJDF31lUSy5Y4f7oZSXvfFEP9YGtND13ll1vn2Jm95lW2046MImff/mZJ554gri4OLd1xy0NFAoF94dX454XbCd8FUQBbZzW7vdEIRRx7lVIFnujVb6gbOy2rNOSLLHi8gqUfkp+3vtzucvcbo/Hwscff8yAAQNcJaLLGTRoEBcvXuTSpUuuFsUqZVOrLCX69OnD3LlzGTZsWKmcPycnhyNHjpCTU7ySHK4kOzubJ554gv/973+uFsVpbNmypdLNvgwjiiLvvvuuUxeeNm7cSLNmzUplMbAs4OnpyQ8//ECfPn1cLUo+SmP8zatIHjt1rEK62AM8O7AXT3W9x3Lj9SOQeLnEyehskXcSanSDt2p5S7xskOcOEd5eDIh8nYiT31n8jkVBROTv23/Tp28ffh32KyeGnyDYMzhfu5DU4ltpjQqnRpI4nZODxgVu9ubsSk9HpfBAISqZ9uPL/PbvUqb99AoK0QOVwoNd6fkzXrsrHoXo27Iscy3jGgN/G2gK4ZhzZA7JfydzaYLlpD5Nm4amjgalUlmhrPKCIPB4t1YMGKkgWWlbAZe0EtnR2Uha+55fvaxnatepnHzhJCeGn6Cef72Cyz3mWeQyz7IOcC7pHNFp0RbeNXnb2bJOG7era6i5GXWz3NVVt8djQavVsnXrVq5du+YqMV1Kt27d8PDw4Oeff3a1KFapVOYx1B++ffs21atXZ+zYsaV2ndzcXHQ6Hbm5uaV2jdLiyy+/5OrVq0yaNMnVojiFlJQU/v33X1eLUUkJ8PT05I033nDa9fR6PVu3bq2wteUBzp49S1JSkqvFsIqjx19r1oxmXzRj8heTHXL+MkXiZUamTmdQyhLL7RtGErG8S4mT0dki7yQ070QdDAr+wiNzkBa0gw2GkoESsCAoEICFB75gwaHZxbq+hEScGMfsNbNp06YNK0+uJCnH8vkPS5L5YEPBCox5lvW8mdZr3zL8vw4ZPTI6K310JjszM5ERWLrzU5oq9Pxctx7hQi5Ld36KjMBON40ptcYzf9l/L6cemMqKkyu4nnEdXaoO7a383ldLopYw/IXhFcKjT6lU4uHhwbxPx7D6y7dYG1BwjhRZLyNLst0J8N5t/y596/UF7r7n1t7vgjDPsh4eHM6y3ststmsS1MSqdVon6Uzb1WFqtPHaclVX3R6PBTAkkB00aBCbN292hZgux8PDg4YNG7JlyxZXi2KVCl9nXpZlXnnlFc6ePcuJEydKdRD28/Pjvffec0jNemdy6dIlpk2bxvvvv88999xT+AHlgN27dyO52AJSSfFRKBSMGTOGoKAgp13zwIED3L59u0K7og0fPpxmzZqxevVqV4uSD0ePv3mtuZIsEZMRw79J/9Lb3/3CDEoTOSeNbRdyaVddQXW/uzYCC6X5+EJ61u1Z7KzHeWu7m09CC5rky8hEZVzjnMqDZlrDQs4uby9TTeoolQdk3SiWTABLey2lhrIG6RnprD+/Pt/+WreKrnxbi+P2ERW8FByChwvd7G/k5nI6OwuFIPBOlSq8FByMKAgsr1WLFUlJzEu8zalsLXG5uVQvY/Ocwrituc2as2sAkLIlFJ7554rJOcl0H9GdlStWOls8p6HwVqDP0tOrVy++mfI+dTYO4st/NiAFBhR8nJeC0L6hCMqCn9+Z3WfSp95dzy7je24vP/T/wWq9c1EQua/6fWwetNliHDGyM3pnvvE8KjWK2Udmm7arwlQk/53MleQr7I7ZXXCN+jKC0WMhL3nrx3t7e9O6dWsOHDhQoTx0jfj5+fHRRx+xfft2JElyu3Bp95LGBSxcuJCff/6Zzz//3Cmrqe7qolEQY8eOJSwsjE8++cTVojiNbdu2oVRW+LWuMolSqSQsLIx33nnHqdetWbMmn332Gffdd5/V/aXlauwuZGdnc/z4cYdXAXEkjhp/rVkzMs9ncuWLK8zaO6vcWG3sRYOa/uuy2X3F0m/ZQmkuQhkoI8Z3xlpSKltus9YY3XgonpKh3RWlkoVmma/zxtraYlnvZZwYfoLNgzYzq/ssAD7q+BH3Vb+PalWr8eHMD4nPirc4xh6rfFGIcLELuwh08/Fhbe06vBISYorfFwWBESEhrKldh24+PmUoar5oJOYkAqDP0Bsy2lth9dXVPDnkyXI3f1AqlQT3DKbmyJo8MvwRtm7dSp2qQeiAdYVY5Y2kHk4tcL8oiHx1/CuL8dOWsmmN0a1GF1jv3FZyO1vWaQGB9efuLtAFdQui6YKmKERFubHOF+axYH4/77//fg4cOOAs0dwOlUrF+vXr3U6RhwquzP/777+8++67vPXWWwwePLjUr5eens7JkydJL0MxZQATJ05k1apVeHt7u1oUpyDLMlu3bq1QCWzKC6Io0qJFCw4fPkxoaKhTr12vXj0+/fRTq4uCjqh77e4cPXoUnU5nczHD1Thy/LWmSGpuaMi6nMV13XVTnGZFIdOzGgA+XV8zbZOAhXXCETEqfNbLQNnC+M7sjN5pNSlVQZPQMO8wC3fZDdf+ZGDtGsy4dwgDa9cg2izzdd5Y27z80P8HUy3l3TG7GbBxANMOTgMMWcx3Ru8kLCyMXSd35TvWy4F5MDMlPRc0OWRKrsvjEubhwTe1atPKy8vq/tZeXnxTqzZh5cQqb14a0JzclFyUgdaV9YSsBAKaBJSJbP6FYVRaPD096TOmDzWeq4F/W3+UjysNY5/aj9X+fujt6Ks+W0/OtRz02bafX6M13LzUn6fC0+Z7biErIjtjdhZ4blul12wtDMrI5Ep3w7IUXgpEtZgvHr8sY/RYsKd+fKdOnbhw4QKJiYkulNg1GOcPcXFxHDx40NXi5KPCKvO5ubk888wztG/fni+//NIp1/Tw8OC+++4rM272OTk56PV6OnbsyIMPPuhqcZzGyZMnSUhIcLUYlRQRQRDo168f+/btc3qN92vXrjFt2jSSk5Pz7StJ3euyxKFDh/D09HTb8jWOHH+tKZLaW1o8gj1Y/sjyAq1D5Y3o1GhTUkHPGnfdW3d5exGtSUS6M0G2llTJFubvzPSD060mpbI2CTVazOOz4i2SOSVkG8bz72/esSrZaY0f1XKU6bc0l8lYax5gxuEZ+FXz49aNW1bP4SiUCLTy9EJZbu3e7oWxDJ01qg6sStWBtkvXltUEeHm9Cbp06cLKlSuJvxlP1n1ZAOQm53Lq0Cl2x+xGCq7Pr7Xtq94hKAS863sjKAp+fgUEU6m/iOgIBv42kFRNKif7b+RkVCw/dJ1l9bjCFOyCSq8VtDD4bvt3Tf8vSzLRM6NJO5qWz2pdEbjvvvvo3r17hVTmjfOHr7/+mt69e7td7rMKq8x7eHiwevVqfvrpJ1QqG8uvDsY40XV0/frSYty4cTz44IMVLnZ8+/btbulGU0nBvPHGG/z666/4+Pg4/dqbN29m/PjxVp+bgiYR5YnU1FS6dOnitouVjhx/rSmSPf170qVFl3zWjPKM0Xr++5XfAVBVqQtvHjVY5Ru0KTSpki3M35mE7ATTeQqy7kuyxPyj8ws8r04s2Bpf3ae6hUU/IvauJ42tjPcJWQkk+iSivVm65SjVokgTtRp15bep1PnwJduKPIBXPS+8G1r3VAxUB5ItZJeWaAUiiqLJM0wUxQJd/QVBQBRF0zdLoVDQs2dPVq5cyc6dO4mNjWXv3r28+OKL7I/ZaFrASjucRvSMaBYeX8jZxLPE2JlvQlSJBDcIQVQV/PwareOzj8y+uwhuTGAJhH87hGWdPrd6rC0FO68bvYBgMY4UZJ1+scWLpv8/9dIpvG56MTJ0JNW8qzl8nHf3ULxGjRoRGRlJkyZNXC2K0zHOHx577DFSU1PZv3+/q0WyoEJ+FXbv3o1Op+OBBx6gVq1aTruuXq/nzz//LBPlzv777z/mzp3Lo48+WqEUW1mWWb16dZldWXc1SqXS6c+LQqHg0UcfZd68eS7LIrx161YeeOABAgIskwDZU7+1vDBhwgR27crvauwulPb4e/XqVWrXrl0q53Y29kwqzS3V3577loYNGxrKQIY05Nyb+4nOvF5gGaiCzps3flW2w7q/69QaYtJjCha6gHF9VKtRxGXGWS3PdCX1itWYWhPVQJugLdXvhl6W+TcrC33lt6nIjBml4KmPlaZ/H75U8HfCWF3AvKqAkdzkXOJ/jCc3xbplLkWTwn+N/iP0udIL8zJ+5+69915at25NQEAA1apVo1+/fkycOJGff/6ZmTNn8txzz9GqVat8BqsmTZowffp0pkyZQu/evfHx8UEURRYuXMiLL75I7969TWOZdPsinx0y814VANmwML31yla7ZZYlmYT/biJL9j2/cZlxdxfBM66x29sQ2iECHXO01POpafFdrR9Qn45hHa0q2Hmz4cvIxV5Yr127NvvP7Hd42FxZCcXLzc0lOjra1WI4HeP8oXXr1lStWpWtW+1/9p1B+crQYQfbt2+nX79+rFy5khdeeMGp187IyODs2bNkZGTkm/S7E5Ik8b///Y8mTZrw7rvvFn5AOSIyMpKzZ8+6WowyiyzLBAYGkpyc7JQFEUEQ8PPzY/ny5S6LUczJyeGPP/7gs88+y7fPWsZz4ySiPGTCNWJUkN25JFNpj7+TJk1yiVeIo4mIjuDdPe8yq/usAp9R82f7puomi3YvolM9Q/JDo9vqiIgR+Y4rzD21sJrvRuu+eWZ86fZFFh6YguChRC5oHMizb1a7D+jd8nkkWWLgxoH5MuOLiHx58EuTm74tgh8KJrhXcKmOQVmSRJRWQ5Yk4efG71lZwFYsfF7mL9bnc7fPupzF7W23CekVUuCxwd2DyTiVQebRTIcsICqVSnQ6HdWrV2fkyJG8+OKL1K9f365j9Xo9e0/uJfFSInXq1KFjx46mZ/XDDz9Er9eTmppKcHCw5YGJl5l+YCoZNp43Y/UGhaBALxfcRylHQhOnQcqRUHhbP18NnxrEZ94NkTEiyjILgwLpmZWNCOzaOZboancXSwr6rtqqemG0zhe1wkat2rXYf34/1fpUK3GFDnMZzUPxHHHO0mL8+PGsW7eOmJhCFk7LGcb5Q1ZWFo88YkgA6awQbXtwz6ellIiOjua5557j0Ucf5fnnn3f69X19fXnjjTcM1gs3ZsWKFfzzzz98/fXXTgtBcBfmzp3r1gqJu6PX61mwYAGvvPKKU64nyzLLli1zeoy8OXv37iU7O5tHHnnEYru99VvLA//88w/+/v5cunTJ1aLYpLTH3x49enDvvfeWyrmdhb35HQrzOClKUiVr5y1QxrzW/cTL7Dq9lmiVh3VF3saioiDLLDz3HZIs2UyAJSEVqsgDiGoRUZm/T/YqjfbgLYoMCwzCuwJ5yjmK+Yv1Flb2+GCBMaPs+87nTWKYfSkbZZASj6DCw4nC3wzHx9enWHMK83AlDw8PnnjiCSIiIrh69SqfffaZ3Yo8wO9Xf2fMiTFommm499578y06KRQKq4q8bkE71t3Ok+xLxqQ5GJPDFabIA4ieIiEPhyB6Wn9+R7cazY3MG/kUeQBJEIhSebDb28sQwhMUiJDnvbb1XS0ouV1xktjpffWkJxqSqDoqbK4sheK1bt2a2NjYChc3bz5/eOyxxwgJCSE72zXhNNaoMF+F7OxsBg8eTEBAAN9++61LXMcVCgWxsbFuryz6+vry1ltv0b17d1eL4lSioqLYvHlzmQiDcFdEUeTTTz/llVdeEMSkfQABAABJREFUYdy4cVbbOOL5VyqVCILA2LFjeeKJJ0p8vpJQvXp13nvvPZo3t0wEVJCCUF4y4Ro5duwYer2eunXruloUm5Tm+JuRkcG0adPKvPuhvZNKYzvjxFuTrGHb89v4ck3JLBX2lqEyWfcTLyMtaMfCC+vzTe5N2LCWy4JAVFYc55LOER4czuQuk0sgOdz47gY3vrOMH44PFpj0tGPmGgpBIF6nQ1EOsqS7grxKeXywUKi7vTUyL2Ti08Q+D5wsKYspP08xeeyoqqkKnHsqFAo8PT3p1q0bb7zxBqtWreL48eNkZGSwfv16evXqVeTxS5IlZh+ZDdytvmAXmnRW+fvdrfpwB8FDsGshIy+CKJCblIsg5jkfAvX967M9arvtMBbuWufPqjysLtzZ+q6GB4czqtUoq+csrJRdXiRZIqVFCmGDDMYDR4TNlbVQvHbtDLkLjh8/7lpBnIz5/GHw4MHs2bMHLxtVPVxBhVHm16xZw9mzZ9mwYUP+FUgnkZOTw6FDh0yZf92Vp59+mjlz5rhaDKezYMGCCpUfoDSQJIno6Gg6d+5Mbm4u586d49KlS8THx5ORkcG1a9d45513TDF6RcWoxD/55JOcOnWKuXPnOr4TRaRly5bMmDEjn7WjKPVbyzrHjx+nefPmbpv8Dkp3/L127Roff/wxsbGxDj+3M4hOjbZ7UmnN40RQCugz9Gw4tSH/JDTxMkwMMPy3EMKDwxndarTVfaNbjebE8BOcfOHk3eRTmnTO2Zjc28OSXksIDw5nd8xuxv1tWHwM9TK479b3r09dv7qm+1EYglIg7ViaRXhRWJLM+PWOmZRrJImT2dloKlhCWndCl6EjOyobn2b2h9OsvrmaG3E3WHNwDU2+bELoA6H5FHLjt3Do0KFERUWxZ88eZs+ezQsvvEDr1q3t8pC0ledi1uFZXM+4bvp7+sHp+d5Ra8dKKh/W+vvl2x78YDBNvrSdAE1AIFAVmP98WonsK9lIWstry8hEpUURkx6Tb+Hb4vg71nkZGF2tq9U2tr6rO6N3WvWQK6iUnTV2xewitXoqvm0N3l1FqdBR0DnNF0Ydcc7SpHHjxvj4+HDs2DFXi+JU8s4f9Ho9Fy9edLFUd6kwmsuIESM4duwYbdq0cZkMubm5ZGZmul1JAyN79+7lhRdeIDMz09WiOJ2MjAyWLl1aaZV3AHq9HlmWmT59OgMHDiQlJYVq1arh4+NDzZo1mT59OtevX2fKlClUqVIFwKQIm2fjNc/Eq1AoEASBYcOGcfbsWdatW0ezZs3yX9zJxMfHs3z5cjIyMvLtK66rcVnk5MmTtGrVytViFEhpjr9Gl8PQ0NJLelVaGBMvzTw8065JpTWPE1FteJbjkuMsLWOJl+FOFmoWtLOq0OdVJHZE7yhw4m2RKErtR7g2l2VxNwvt56ybt5h507J8XLrW4C5rDC2Au2XnjApGXrffUJ0OgPraXKbVedy03a+lH7okHTmxdxeLHFlnXodMtiyjK0DhqaSUkSC0fyh+rfIrudYIS5JZPSmd2HYdaPf8ZH6cquPPm0F0qmPpwdSgQQP++OMP1q5da3fImPG9iU6Ntpo8LTo1Gp2k4/tz31scl5CdwPdnvy/wWICd6Ze47VH0tFoyMinalPzb9TKSVkLW539+R7UcxZJeSwo997K4m4Rrc9mRcQWA+gH1TQt8tr6rjvKQMy5i5ibmkrgrEUlzJ6TIzrA5qwsmZTAUTxRFWrRowY0b9lUxKC/knT9MnTqVe++9F92d74GrKT+zSRscOHCADRs2IAgC4eGutYT5+fkxbtw4/Pzs+xA4E61Wy+jRo7l06ZJbuY44i2+//bZCLmKUJrIsc+nSJe69914mTJiAVnt3ZhsQEMCHH37I1atXWbVqFQsWLGD//v1kZGSQkpLCli1beP3112nUqBEKhYLnn3+eCxcu8O2333LPPfe4sFeWbNu2jZEjR1r0raIhSRKnT5922/ryRkpz/L19+zYAISEFJ8VyN8xj5NefW59vv7VJpafSM5/HieghIigFhtUbdtcylngZrh+xPOH1IxYK/dozay0UicIm3mcSz1jG9AfXR3zzKNUe+oyTUbGciIolNDf/5EpEZGGDNiwICkTMU+YuIjrCLtd+AGSZW3cWGaNUHnwR9bNpl3e4N6KXSNqRNPvOVUR8RAWjQ0LwEd07TK88o/RXUu2Jana5mYclycxfbN04sFSlYs/69fy29zfOnj3LmTNn6NGjh10ymCvgMw7NYMDGAUw7OA24m+fCuP/5bc+jk/K/D18e+pLpB6dbPRYM48KcI9a9M+N/jCdmTtGTnym8FIQOCEXhpaCadzWLcpMRsRE2F75PvnCSzYM2c7L/Ru7L0fD7EwuIzjR4GthjwXaUh5xxbNIkaIhbG0duskGps2dRwNaCSVkNxfvrr7+YPXu2q8VwKnnnDw899BApKSkcOXKkkCOdQ7lW5uPj43niiSeYPXu229RK/+GHH1wtglVmzJjBhQsX+Oabbyqcq7kkScyZM6eyHF0poNfrkSSJSZMm0b59+3yVAjw9PXnhhRd4/fXX6dSpE15eXvj6+tKvXz/mzp3LxYsX0Wg0rFy5kkaNGrmoF7bZvXs3HTp0cFnojjsgiiIxMTG89NJLrhalUEpr/E1OTgYgKCioVM5fWpjHyBuTWZmTd1IZER3BwI0DSdGkUM+/HnDXOhYaHEqAFGCwjBkt8htGWp5ww0iThX5n9E6mHbJUJAqbeF9Lv5Yvpj8i/TIDzi4iwtuLMzmefDUTfpyqs/hXNUlPVOZ1YlQeSHnK3E09ONX+G2buyi/LpJu5S4tKEf/2/qQdvqvMh6Q69puyPT3doeerpHCMSQz1WXoSNiWgy7DPEleYV4Y2KJVPrnxCrGes3eFJRqXQqICvO7cOMPMmSY0iIjrCtOB1KvGUzXMZLfbmxxoV43NJ54jLjLN6XG5ibj5XeVsICBbW8088P2Fm95nczLppV7lJ8z6vvXkAaUIyCy/9ZLNevDUc5SFnHJsUPoZ3Xp91d6GmoEWBgpKKOisUz9H16905nK40MZ8/3Hvvvfj7+7tNOd5yq7VptVqefPJJJEnixx9/dAsFNT09nTNnzpDuZh/ky5cvM3nyZN555x23t66VBrt27XLrLNzlAVmWOXPmDNOmTSvyse6aMFKSJHbv3k3Pnj1dLYrLCQ0NdXtFtjTH3xo1avDUU0+VqUlO3hh5W8mnjJNK80np9IPT8ynVW7duvVvFQlPwPZZyUvny4N1kecZzmE+8Nw/abDHx7hjWka+Of2UZ039sIfOPzgdgXUALFButL6rNX6ynRbZ1r4mknKQCZbWJlRj9qo9Xpf7/GbKMhyXJfLDBcUaETEnPZU0OmVJlKFhxsFZZoLBqA5OeFk1l6VL/TSXh1wTkXMcs0Cz+bzFgqeAVpHSZv39GBTzvApwoiMw4PMMuT5O8GejNc2QUpGTqMnQmhfatdm/ZbAeW9dzT09M5ffo0c/+Za7dbuXmfpx2axoxDMxxWLx6KpuQax6bdzxuu9c0D39i1KFBQUlFnhOKVRv36Y8eOUbduXbeKGS9t8s4flEolPXr0YPdu98ht4HoNt5QYO3YsBw8eZMOGDdSoUcPV4gCG1axWrVq53YQvMjKSGjVqMGHCBFeL4hLmz5/vtgpjeUIQBLeIc3cUJ0+e5NatW/Tq1cvVoriUFStWOK0UYUmwZ/wtrgWjd+/eDrX6O9qSYo28iZeME+RZ3WdZnVSaT0oTshMs3GQXHl9Iu/btqF69uuHk6oJDGdbe2GNSSCC/hc3aBNRqoqg7ce0AiSnxBV4zM/W2PbelRKhCVCh9lcg62aHx8gBKBJqoPVEWkPG7Euss7S0QHywQliRbeGzYcoMHGDNKwcn6himyLMsk/ZmEXyu/YmVyt4ZGrwHMPEwKUbrM3z9bSLJEQlbhpRRtHZt3Ue3E8BP5lHVdqg5lgCHUZOOljXQM68jJF05yYvgJ6vnXs6moK5QKQhqEEJsZa7dbed4+Gz0RzLHHOm+N4iq5AQEBAKSmphba1tWZ6u0tNVpUqlatSmxsbD5Py/KMtflDz549SU5OdotcW+VSmU9PT2ffvn189dVX3H///a4Wx4Snpyf33Xcfnp6erhbFgldeeYVTp06ZyqdUJG7cuMH27dvd4mUs7+j1etq3b+9qMRzK0KFD3WqMcQWRkZGcOXPG1WIUSmHjb0ksGElJSSQkFG8S7Ug57KWoiZfyTkqBfG6y478az5QpUww7QxrCm0dh8FLLCw9eyo7BC5h+ZoXFZnMLm7UJqC15i8KIliOKfWxRyDyfybm3z5Gd6thEi2pRpJWXF2o38DIsa2SphQJj2M0ZM0rBUx8rTRZ5gKzzWeTE5hDcy/HhVHk9TOytIFEa5H3/jUr9zO4zTW10KXeV+ei0aAvX/ILiv6Ozonn84cdZ0d/y3TeS163cWp+t1bMvTr34kii5Pj4+9OnTx678KK7OVF9a9etr1KiBn59fhVLmrc0fXnvtNU6cOOEWxsBy+VXw8/Pj8OHDjBw5svDGTkSSJH7//Xe3id9PSkpi/vz56HS6Cpn0DuC7777LV1KsktKjbdu2rhbBYbRu3Zr169e73eKcszl//rzLk4vaQ0Hjb0ktGBMmTHCIh0ZpWVLyUtTES3knpdZYu3stS5eaKe8hDaGm5eKdVKMtX55dafV4o4VtZ/TOfBNQW/IWBV8PH5O3wYnhJ6jrV7fwg4qBZx1PZJ3Mlb8SHXpeSZY5kJWJVJnbpVjUumXffbPmUXFr6y3UtdT4Nvd1sFT5PUysKV3G968kz79dspi9/0bvoLwLeXXfrktg50DTMV8e+tLkmj+5y2Sr513WexlNApvw5x9/kpxtyC9iywPISFH6XNR68fYqudY8pFQqFTt27Cg0YaGrM9WXpleAIAg0bdqUc+fcM0FfaWBt/mAM33aH0OlypczHxcXx8MMPc+nSJdRqtavFyYcxZsgdfniADz/8kPHjx5syMVc0ZFlm6dKlbrO4UhH44osvSqXOt7PR6XRs2bLFakm6ioQsy1y4cIEmTWzXHXYXChp/S2rByMnJcciiTmlZUvJSlMRL9loFcwNyuXr1qmXpP6OFHuDNo4ZyVznWvzdGC9ucI3PyTUCbBDUpMDbXHn688BNXUg0lrXbF7DIpT/aQ1z3b+C8sKb+iofBSENIzhOh/k7jlwLJFmZLEZY2GzMrvVbFQl8BRIvSxUKo/W71IC/+FxePb2p9X6XKWVd7Ist7LuJp+1eQdlHchz7uhN6oqd4VPyEogIjqC3TG7Gff3uHxKulFRz8zI5NTpU8z9Zy5Q8GJlUfpc1Hrx9iq5BXlIpaamkp2dXeB1XJ2pvrS9Aho3blzhYuatzR/Gjh1rdyWK0qRcKfPPPvssFy5cwNfX8aunjsDHx4dXX33VLdzZ//rrL5YtW8a0adPsrmta3jhw4ACXL+eve1xJ6TFv3jzatWvHf//952pRSsThw4cZMGAAp07ZzhZcEUhMTCQlJYXGjRu7WpRCsTX+OsKCodVqS7yA7Mz4yqIkXrLXKq6qpkKv1xMbG2u5I6QhTExFCq5vs9yVkcGNBhOXGZdvAvpH7B8W8r7V7q0i9/lGxg0GbhzIzuidLDy20K5jjEq8Lffs+Yv1VhX6Kn2rICoEFic6bqHcSxR5MjAQr0o3+yKjKWaYuyzLyJKMT2MffJsWPK8sajy+uRu/OXmVLkd4pdjD6FajOTH8BB3DOprejwXHFlgo1VlXsohbH5cvm/2MQzMKDBMAw/jb7NFmXNNeAwperCxKn4uqHNuj5BbmIVW/fn3mz59f4HWclaneGs7wChg3bpylJ1Y5x9b8oXXr1hw9etRU0cZVlKuvwunTp9m4caPbKqdKpZJbt26hvFOn1lVoNBpGjRpFp06dGDVqlEtlcSXLly93+W9R0ZAkiQsXLtC+fXsiIkovJri0iYyMxNfXlw4dOrhaFJeiVqtZuXJlmcgbYGv8dYQFQ6vVljixqavjK21R0KTUvF60Z5jBM+HsOetxlLtidtksdwWw5L7POHLzSKETUEmW2HhpY77j7bWEzj48265s3/bGWNe6ld9q/8t8mbG+IcRoc9E7yC1eKQgk6/QoK8PCikxiQPHuWfrxdK5MuoI+s+DnoLBnxRiHb/xnS5E3Yv7MhweH8/XDXxdLfnPeSUzi16s3OBkVa/p3IiqWelqDy8LOK1sAS++g6LRoC6U663wWyX8mI3hYyp+QnVBgmACAqBBZcWCFKb64oMXK8OBwxncab3ff7FWO7VVyC/OQUqlUaLUFZ7h0RqZ6WzjDKyA8PJymTZuW+DxlBVvzhx49eiDLMn/99ZeLJDNQrpT5r776yq0TbGk0Gg4ePIhGo3GpHOvXr+fixYssWbLELUr2uYLMzEzWrVuHzoFukJXYh16vR5Zl9u/f72pRis2ePXvo0qVLhV8M8vPz48UXX6RmzZquFqVQrI2/jrJgSJJUoiQ4ro6vLAhbk9K89aIVQQqq9K3CNfFavnPY7p9AfW0uJ6JiCdjwKjHpMYVOQG1l9Y4PFhgzyvpvYG4JvZF5A2+ld6H9tjcbva3ycy8GB7OkVi0UDlK+tZLEfzk5aCvd7ItMYQs91pA0EnHfx6HwUSB6FzxPKuxZsblfb/37Yf7Mx6bFsvnKZjskLhgZgcdr1yDC+25+pF3eXkSrDIuQURnX2BWzK1+iS3NybuSgrqEuMNzAlpK++sRqrpy8gi7XMOcqaLFSFESebPJkgZZtY+36oijH9ii59nhIKRQKtw7PdIZXwM2bN3n99dcrTFlnW/pbvXr1qFWrFnv27HGRZAbK1Uz0ySefdLUIBaLRaEhKSkKj0bg0pn/48OG0bt26QtaUN7JhwwaysrJcLUaFRa/XlwkF0Bo6nY59+/bxf//3f64WxeVERkYSHx/P008/7WpRCsXa+Guc3OXFfHLXLKTwcopr1qxBLoEF1lFyOAtz5dw4MRZEgRpP12CbZhuvyq9addXPdx5kolQenFN5EK7NZVmj5xhxaY3Va15Nv0p4cHiBLvLxwQJPfVz4tCZLV/pjv1GJ/yczk0xJopdfweX6CkMry6RJerSyTDF00wqLcSHH3gR4X640WNhnJiRwKUXHj761mZ0M8Y5PZA8K28aE0a1GcyT+CNMPTy+xFXdJryVM3PMhaJNZGBRIzyxDvPfCoEBEWUYSBEQEph+cTkJ2/qocVb2q8nmXz+n1WS/UNQueu5or6b3r9QZgZ/ROZhyYgT5Lj6yT4Y4TkzHpZc+6PfP10XwR0VEYldwREfkrWxiV3LyLhdb6A5RovC9tSuPe5buGKLJo0SIefvhhGjVqVGrXcRds6W+CINC9e3eOHTvmQunKmTLv7vj7+zNp0iSXXV+SJA4cOEDnzp1p06aNy+RwB5YuXYooim69ulreqVGjhqtFKBa3bt2iXbt2bpH0xNV8++23nD59ukwo89bGX3smd/ZQUhd7R8nhLGwp5zmJOZw4eoJzXS0XHwrsX9xNwrW5iMB9u6ZwEgxJ80IaIskSAzcOJDotmq+Of0Ut31p2uci7E5vSUvkzI4MWnp5UL8Fz4qtQMKZKqAMlK38UFIt+LdR+D4nj2dmsSk5ibJVQ6qlUzF+sL/DcpcGq06vI0RuSxRbXM2dW91n0rteb6Yemc0NriOmNUnmw29sLGUxWeTAsrFlT5MHgRn/65mlyruUQ0Cmg0OsaPYp61u0JGEJbFF4Kqg2uZtHOvKycMxYrC1NyrS1SgmV/REFEEAS3VuadQZUqVfDx8SEqKsrVojiFgvS3r776Cr8SLtaWlEpl3sn88MMPDB061CXXXr58Oa+++iqnTp2iefPmLpHBlZw4ccJkSXR1fEtFRqFQULt2bbp16+ZqUYpF9erVXe5S5S7ExMRQt27plPgqDfKOv46yYEyePJnbt28zd+7cYh3vDEuKI/FUelpVzjP+y+DmmpvUnWr5TOTr343jsKS77QtoDBmD88aubr5ccndjZ/Nx1WoczMrio7gbrKhdp0Ru99vT0njE39+B0pUvCnJ3N4ZhWIttHzNKgZf2rlU+Wa+js48PLwXfNcfbG3bhKIyKfElYeGwhD9Z+kHXn1pm2CcCCoEDD/8sysp3P4w+nf+DFN17kr5DC507mHkVX069yI/MGAKn/phJwX/7FgJi0GEtlPvEyLGhnWtRzFvZ6SJ06darEC7hlHUEQqFevHtHR0a4WxWnY0t8CAgpf4CptKmbAtIvIyMjgzJkzLilnFRcXx/vvv8+LL75YIRV5gDFjxvD2228za9asEsW3VlIyRFFkw4YNblt1ojCuXLlSmWvhDlevXqVOnTpW91mr0etKSnP8vXDhAkePHnX4ed2RiOgIBm4cSKomNV8c/eYxm9Hr9Rw/djzfcRbPg9pgxYi2lXNC7ZcvdlVAYN35ddbbuzEBCgVfVq/BkexsvipBdvtMSeJSZWm6EmEMw8ibW2H+Yj1frjTkcpFlmR6+fiyuWavMJxuMSovi7ci30Ul3v1dGi3y0ysNuRR4gQUrg6TFPc/GTi6b3/cTwEwXGZjcJamJ6h/U5ejQ3NNRW1WZ6t+kWbWcemnnX++DynwZFHgz/TSy9ikN5v1H2xpoHBga6RVUqV1O7dm2uXr3qajGcQmHzh/79+/P55587Waq7VCrzTkShUNCkSROXKJJvvPEGarWaWbNmOf3a7oK/vz+yLJObm4teX3iW4kpKh3nz5tG2bVtXi1EsZFmmU6dOLh203QVZlrl69Sq1a9fOt6+gGr2uojTHXw8Pj0KzGzsCVy+QFFayqWXLlnh7e/PPP/9YbM/3PIQ0JOKJhQzIk5CLwUtN1ri82f1lZKcmArQnadr0wfZNoTp6e/NmlSpsS0sjq5jKuAKop1JRuQxdMgrKPL8sKYmP4uOQZNkpNeWdwd5re61uD/OxXvUpzDuMOr518iWrzPgvgy9+/cLiHSwsY/vvsb+b3mFBFFCFqYjJiGHGoRkW50/ITmBXzC6DIv/dIEuBrh8pFYXe2jfK3gz0gwcPZtOmTQ6Xqazx3HPPMXDgQFeL4RQKmz+oVCr+/PNPJ0t1l0pl3ol4eXnx4IMP4uXlVXhjB7J582Y2bNjAggULCA4ujSwuZYOQkJBKi7wLUSgUPPnkk4wePdrVohSbixcvcuvWLTp37uxqUVxOTk4O/fr1y5d/ozCFz1WU5vjr7e1Ndna2w89rjnHyufbM2lK9TkEUVrLpetZ1OnXqxN69dxUIa8+DJEssuPSjYVtQIKYnxCfUFCtvLfu9MyksO/5THyuLFIf9anAIP9eth3cxK8h4iiL3envjWUEr0DgKW+7yu9LTmXv7FrU8PBCLaJG3t5KCOxGfGc8P/X8wVaYwbc+KJzYjNl/G9+vfXefUtlN2lzXL+w6LKhGfcB8UKgW3sm/lO//0/ZOQ8iryABtGOtxCX9Jv1ObNm7l+/brD5CmrPPvss7z00kuuFsMpFDZ/eOCBB/j333+dsqhvjcqvghORJIndu3c7PenaQw89xLJlyxgyZIhTr+tuhISEVNhSfK5GoVBQq1Ytli9fXiSLh7vx999/IwhCmairXtp4eXnx888/0727ZexzYQqfqyjN8dfLy6tUq2OYTz6nHZrGjqgdpXatgmTI6/ZuPhE2LjaEdwu3SG5p7Xmw2HYnIRcAmbcg8bLNElLOxuiWnfefUTmLDxbsts4LgoCvQsEtnY5Xr13lahEnfZIssz8rE6mCJ94qDY5kZfFB3A36+PnxekgVq21CUgu+74U9K46ihk8NhyxyLem1hPDgcKul2PJa7bWJWnJv5fL+0+/bnYwz7zssSzIZpzNsjr8J2lR2eRew0Honj0ZxyOvRVJJvVG5uLjqdzulGOXfk9u3bbN++ndzcXFeLUuoUNn/o0qUL2dnZHD9+3LmC3aFSs3Ei6enpnDx5kvT04g9KRSUxMREfHx9eeeWVMq1EOYKQkJAKn4HUVQiCwK+//op/GU/etH//fpo3b+4WCU9cTVpaGnFxcRbvlD01el1FaY6/Q4YMYcqUKQ4/r5G85ZJmHJ7h9Htqze3dOBE2X2y42voqX3/zNWDjeTi2kAWHZiPeeW5EWb5rnb9jhQuXPWzGrrobiQFF+66KwFWtlleuXSW+CJPgTEniYmXMfIEUx539qlbL/65fo42XF1PDqhfZKl9iijAn8VX6ciPzhkMWuQLUAYiCmO+9lmSJ+Mx4ZnWfZXIx/zDwQ0RR5NXHX7W7TF7e+HMpRyLnWg5Sju3nd3awmZdOXtR3s4UXJdworzt9Sb9RxphpV2cvdwcOHjzIo48+Snx8vKtFKXUKmz+0bdsWtVrN/v37nSyZgUpl3on4+Pjw4osvOi1xRmRkJHXq1OHEiRNOuZ67ExISUpm4zEWU5Th5c+Lj4ytd7O+wYcMGatSoYeFWZm1i6C7W+dIcfzt27Fhqnk/WXM4TshKcmo+gILf3hccWsjN6p4Wla+PJjZw9e9b685AWRUzWDaQ7SpMkCJbWeUDUZtIxrCP1/OuVet+cTYhSybLaddDLMi9ejSXOToXeSxQZ6B+AVwXzLps3wL7+FtedvaaHB6NDQlhYsybqAu5tURdt7KYIiwcZOsck7xzdarSFVT7ve20sxWZUcHfs2EHHjh2LFKaZN/78v5H/8cf0PxjfbbzNY254eHBOZSVL/PMbTVnti5KPxZo7fUm/UampqQBl3jDhCKpXrw5QIZT5wuYPKpWKffv28corrzhZMgMV66vgYpRKJZmZmShtZfB1IFlZWYwYMYL27dvTsmXLUr9eWaAi5wtwBcbnfOjQofzvf/9zsTSOYdOmTSxatMjVYpQKRU2udvPmTQIDA1Gr1YBthS/vxNBVlOb4GxUVxaJFi0rF3dA4+cxrjXOmdb4gt/eotCjmHJljYel68/U3eX7483bHvVtY5wHUfvm8EdyV4liDa3p4sLp2HXR3FHqNHdZ2pSCQLctlPsN6UdEUUgHMmL+gqIr84aws9mRkIAoCLweH4CNWjHw6oiCyM2YnYPu9Ni/FBtCkSROGDx9eousqlUqys7IZ2mwoS3otsdpmScNnCdfmGUOf3wgNexjkKmKse153+ojoiBJ/owICApg/fz7NmjUrtG15JyzMEI5x8+ZNF0tS+tgzf+jQoYPLqjRVKvNORKPRcODAATQaTalf69NPP+X69essW7asMk78Di1atHC1COUeY4JBf39/Xn75Zfbt28e6devKRYiHsQJCeUyiWJzs87du3SI0NNT0t70TQ1dRmuPvqVOneP3110lMTHToeQuyiDvTOl9QyaZAdSBxmXEWli6xmciRw0e4GH3RLpdgo3X+XN/P4c2jSMH1XZ4Az17igwUmPV30b2wtlYrv6tTlrSqhBVqEjWglif+ys9FWMDf7xADbyeWKQ7YKItLTGHHtKutTkitc6J25JTo8ONymYm1eim3y5Mm89tprJaqmYRx/c7W5pGnTrLZJD6hpqZSYKfJQtFh3a+70c47OKfE3KigoiDfffJOaNWsW2ra8U6WKIb/ErVu3XCxJ6WPP/OH8+fM89thjxMXFOVEyA5VanhPRaDTEx8eXujJ/8OBB5syZw2effUaTJk1K9VplifDwcKtltCopGUZFXalUMmDAADZs2EBCQgKLFy+mS5cu5UKRB/jyyy9p1apVuZv8FTezb15l3t4ava6iNMdf46Tm9u3i1xG3RmGJ4OYcneMU67zRZdY867WRFE1KPqU7oHUAglLg0cxH7b7GsribhDd61KIsnasT4NlLhlfxxrjqHh48csddd+HtW2xLs67kAGhlmVs6HdpyNv4URmGeD/MX6wlLsu+eyLLMyX9u89aNG/T09WVejZrl5vtUFIyW6OjU6HyKtTFW3liK7Y8//uD69eslLjdqHH+zc7JtW8cv/4T0xmHDhjePWijyRY11t+ZOfyPjBqNbWa+mY+836uLFi6xfv76yvDGGkqytWrWqEAZDe+YP3t7ebN68mYMHDzpRMgOl7+9diQl/f3+mTp1a6tcJDQ3ljTfe4J133in1a5UlBEHg8ccfZ9GiRZWx88VAEASUSiWSJFl8yDp16sSLL77Ik08+Wa5DGQ4dOkTVqlXL3eTPmrWjd73ehR6XlJRkUmLBMkbSHSnN8de4qJGQkODQ84YHhzO+03gmHZhkdf+NjBucSzpHs5DSd/k09xLIq2Tn/VvwEfBp5kPklkhOHijkeUi8bCg9dae+fEHXKa9IsszV3FwWJSZyOieHt0ND87nT+yoUvFO1qoskLDmTnhYZvz6/4mW0ulur/W6Mg68fX/BzYKvcXF4Sfkng1pZbhA4MJWZgVZ4TDef+cmXhipkra8U7GqMleuBvAwn1CkVEREIyKcg96/ZEFERyc3N5+umnGT58OOe7nAew2F8UjOPvmcQzVsNnTNZxIZdmE1Pz7c8bdmPuYZD3e2VrDBExhBicGH6iyPIb2blzJ++88w5Dhw4t1vHljYqSk8ue+UOtWrUICwvj4MGDDBw40EmSGahU5p3ML7/8whNPPFFq59fr9dSvX5958+aV2jXKMv369WP+/7N33uFRlF0b/81uem+E0BM6AaRXhQhCAAFDURFUFEXlfUVRQfz0tSNI70pViiAgIlU6SJVOCCV00iAhCSHJpie7M98fyy67ydZk04D7urg0O8/MnH3mzLPPafeZO7e8xagQcHR0NBullMvlVKlSherVq1OnTh1ycnIICQmhevXq1KhRg4YNGz422Q4nT57kjTfeKG8xbArdaIehzZwpbNmypdx6qmoQnR5NoGegxeNLa/3VEAHZOr1OJsh4seGL1PGow8jdI4scL8uMB02WgKX4bNRnHNp0iGvJ12hYxUSGmG890Nm8W3uf4mBt37U08mnE10e/ZuutraV6L0sgEwQmB1SjiaMTM5KTiMjNYWq16lS31y8Y352hINS94hJvTR0kY/xfhg12des242vKy5+X3nZUUkoIdgJeXb1wCnTCs6113Ugqaq/4kqCqS1USsxNJznmYIl3YQN67dy/JyckEPhvIrhR1nb01Dt/C2LBhAwMHDWRp6FKz65nu2m7KOC/8exWdHk22Mtu0w6AEDtCEhASqV6/+yDn1n8A8zO0fBEGgffv25RKZf/RzIyoQsrKyuHjxIllZWaVy/YiICJo0acK1a9dK5fqPAkJCQrSEXY87jhw5gkKh4Pr16xw+fJg///yTpUuXMmTIENzc3IiJiSE/P5+EhATOnDnDb7/9RseOHfnggw8YPnw4zz333GNjyMfHxxMfH0+7du3KWxSboiTMvoIglOu7ZG3aZ2muv66urvTu3btUWhYWZoXW/adJhS0LmCujiBgeoSfbl//5knGLxjF4+2CrUnM12QglgcxMKrqEhEyQceHehSLpvuVVpy8IAm/6+LCydm0SCgr45b4+/0L2g9Z02RW4Zr6wIV9ccjpbQVJJJG9L5sa3NxDzRBz9Ha025D8bUXkN+RkhM4gYHkGgR6Beerq/sz+J2YZJy3TJ4FauXEmTJk3Ymb+zxO1GNetvTnaO2fWs8NpuKR+L5ry4jLhSK/mKj4/XOm+fQE1w/Oqrr5a3GKUOS/cP7dq149SpU2VejlmiXUCvXr0QBEGv5ZQoijz77LPI5XIEQcDLy4vNmzfrnbdjxw48PDyQy+V0795d79iaNWuoWrUqMplMm9Zbu3Ztrl69WhJRKwQEQaB27dql4tErKChgxIgRODo6EhgYaPPrPypwdHQkKCiovMUod9jZ2fH777/j7u5O/fr1eeaZZxg8eDBvv/02zs7ODBkyhNq1a+vVQpWm/lZ0nDlzBlCzlT4qKCn7/PPPP8+qVatKU0SjKE6df2nr744dO+jXr1+pXLu4sJawytR4a50KoiQy9/RcMiMzmXd2nsWbf5kgY1CDQVR1qWp0zNRWY1l3x3gWhGjiGY96ahTBvsFGDYTSTu3/8D05UwcZ33q1cnZhY2AQH/upSzeOZGWSUFCAAFSzsy9zV4MpWc3Bmnp2WyMnNodbP9wicUMi7i3cwQiHnrn0+fJIr/dwKHn2hYDA/HPz2R29u4jDNinHeDmQxkA+cesEGzdupHNYZ2IyYkrcbtTS9dfQ2m4JH4vueT+d+4l2Ae1KxQEaFxdHzZo1i33+o4jHgc3eUv0dPHgwP//8c5lzKhRbo1esWMH+/ftxcnLS+7xv374cPHiQsWPH8tdff+Hh4cGgQYOIj4/Xjnn11Vfp168fK1as4MSJEyxYsACAS5cu8eqrr+Lu7s7q1as5ePAgU6ZMwdfXl/v37xdX1AoDFxcXnn/+eVxcXGx+7WnTpnH+/HmWLVuGg8MjVNxlY2zYsIErV8qXVbsiQKlUsmnTJoPHli1bxuLFRRluS1N/Kzqef/55IiMjH6kf8ZKyzx86dKjcWGytYTXWoLT1t6CgoNxZfXWN8dWRq63KXCgpwVVh7InZw+Vzl4meGs3F4xet2vxfS71mNHIIMPv6Ghr+312jG3wNBAPREU1brsY+jfnh6R8slskUrDH45i5SGUxF14WHXI6bXI5KkpiclES/qFv8nppKJ1dXq/vMfzZCXiI2+BRPgZc/t+Plz+34bIT117G0nr0kmLJMxR8/KrX/eo1L5Na3NxHzRep+WZeAlwKQ2Rmet7s+xtnyyyu93hjbuzWQkIhKV7eNtDbbZGnoUgLkAbwQ9gKxDWNt0m7U0vXX0NpuiSOxOL8JxUFQUBAdOnQolWtXRnh4eJCRkVHeYpQ6LNXfJk2aMGzYsDJpQa6LYhnzd+/e5Z133mHixIl6aZaiKLJ792569+7N1KlTGThwIBcvXkQURT799FPtuLy8PJ577jkGDRqEh4eHljRo1apVSJLExYsXGTp0KF27dmXs2LGEh4fTqVOnEn7V8ockSezevdvm6ReRkZF89913fPrpp49U5NDWSE5O5q233ipvMSoEZDKZwT6pMTExqFQqg+ykpaW/lQFyuZwmTZo8UlkJJWGfF0WRrKws3N3dS0s84/e2ktVYg9LW3w8//JCePXuWyrUtga4xvit6F5NPTQYsy1wobkcDMBzN1zwj1/quONZw5P7++1Zdt6F3Q3ycjJNpxmfGcy31Gu0C2lHTtQ7GgumSgfdVs9HfG7OXL49+qWXvNsTUbylMGYQlgVwQWFO7DoM9vZh9L5mXY6LZpVBYpcM5Dmr5imOI2wrNo0Q9Y1vzr3mUZfpgibOkQJK4/4DYtp6jIx/7VOHpMXVxqWfeeaeu57cr8q+yptdr8L8O/yM+K95stokMGUGeQWwesFlrIAcFBvHtz9+SIEuw2uFraE2wZP0t7tpe3POKgyVLljBu3DibX7eyws3NjczMzPIWo9Rhzf7hzz//NBosKy0Uy5h/+umnadasGePHj9f7/NChQ4iiyPDhw7WfeXh4EBAQwPHjx7WfjR8/npEjR+Lq6oogCHz++ecA1KtXD4AvvvgCsQLXhRUXCoWCiIgIFCbazxT3ut27d+ebb76x6XUfJUiSxHvvvWfzua+skCSJ3r17F/mse/fuRn+oSkt/KwNeeOEFtm4tf6IsW6IktdiaujE3N7eyEleL4tb5l7b+1qtXjxs3bpSLs0vPGA+fz+QTk7XHLJkbQ1EtS1L0jUXzta3lBAnf53xRnFVw9cZVi6Nl11KvcT/XeDbeVx2/orFPY67cv8LtrBisCTwKCMwLn6fnvLiZdpP54fMtv4gBGDIIbWFAu8vlfFG1Kqtq1cZJEFiWqp4XSZKsNuqLA93zinON+ndEgyz2AF+tFS0y6E05S5SSxOb0dPpF3eLrxLsAPOvmxkhfX1zFx5sWKtg32Gz2Cuiw228KY3f0bo4dO8a6deto6NXQaoevsTXB3PobnR5d7LW9JNwv1iA/P/+xiEJbA3d398fCmLdm/7B69Wrmzy/Z74m1sHql+/DDD7lz5w779+8vckxT196oUSO9z728vEhPf8hW+80335Cenk5kZCTx8fHatPCRI0fSuXNnZs2ahZ2dHVWqVKFv375cvHjRItl0JzkjI4OcnBxAHUVKT0/XtiPLy8vTG5uZmVlkbEFBAaB+eXVlz8rKIjs7G1D/mJobq0uWUFBQwODBg3FxcaGgoID09HTtj3F2drbe2PT0dC1TtGasxsGRk5Oj9/IEBwezadMmnJycUCqVRcbqLj4KhYLc3FxAzXyfnp6ure3Izc3VG5uRkVFkrGYOc3Nzzc6hqfnWzGFJ5tuaOdy/fz8bN27kCdSQJInQ0FC9+T579iy3bt3iueee047RnW97e3v69euHs7MzYJ3OZmdn6+msQqHQMukb0tnCYzV6qBlrjc7qji3OGpGUlMTWrVu1f5fmGmFoDm2xRpib74u3L+qNNbdGaOSQyWRlukaIksjck3MRsx8aAGKeCHlqo0wlqoyuES4uLoSFhekZQNbMt7k5rFGjBllZWSQmJpoca63OGhurO4d7YvZwK+UWqhwVUYoo7uXeQ5WrQswX1cbr2XmkpqUanG9REpl9bDY8aGwhIDDx4ET6/dmP3dG7jeq3KInMPTsXVbaKuafnIkoiBQUFpKalMu/sPAQExDwRj7YeyF3kpOxOYdbRWeTm5erNt6E1orFPY+Z0moNYoD4mqSRU2SokUWJp6FL61upLdlY2MYoY9bzlqL9r4bEAYr6IKudh/aIyR8mte7fUzgZR4kbCDcI2hqmNgUJj9a4rPriu6sF1CwqNzS06VnwwNl+SyNCpocwWRXIefG/pwbECyfjYbFEk2NmZ2TVqML1adQqAkznZvBwTw6b0NJQaPXwwVqsvKhWOD96VBA/473B1GzyAXFEk68HYCa/IyFSpyH/wt/KBDKIkMXeRipUT81k2Ua0gH74nJ1OlIu/BWNWDsaoH180TRbLEh/IP26ksMlapM9bpvuk51Mx3vLvE4I8eOkwGjpZ4qWEafaNu8fndBAIdHPiPr6/BORTzRPU68WC+VdkqJKX6upLywd8PZNIdC6ifo1K0bGyOyqDOwgM9zFVZPjZHhfxBob9BPTSi37pj72TcobFLY8JfDefCGxc4OeQkczo97HSkO99Vnaqq3+Uzc/n6m6+ZMmUKWZlZWofv8RePc+KlE1x44wLnh5+nsUtjVEr1fTVrhMapKOaJzD4xG1EStb+B9vb2vPLKK9jb2xdZZ7dEbqH/pv5MOTkFMVvUm28pW9JybhjaR2j61qNCb17Ih9nHZmuj87bYRxw5cgQPDw/Cw8P1xlY0W6Ms9xEjR45k27Ztj7ytUVBQwJAhQ3BxcTE7h40bNyYiIgJJkqzeRxibb3OwKqn/xIkTzJ8/n7Vr1+Ll5WV0XOEUXUPeYw8PDzw8ipJ8HD16lOvXr7NgwQIOHTrE7t272bFjB+vXrzfbUmjWrFm0bduWQYMG8fPPPyMIAm3atKFp06ZMnz6dhg0bEhISQnR0NP/88w8tWrQgLCyMxYsXk5+fT6tWrWjfvj0TJ06kfv36dOnShcTERHbu3EmrVq3o27cvK1asICMjgxYtWtC9e3cmTJhA3bp1eeaZZ1AoFGzatInWrVvTu3dv1q9fT1JSEi1atKBv375MnjwZmUyGo6MjKpWKdevW0bJlS3r16sXWrVuJi4ujefPmDBo0iEmTJlGjRg06duyIg4MDq1atonnz5oSGhrJv3z5u3LiBh4cHe/bsoVGjRgQGBtK+fXu8vb355ZdfaNq0KT169ODff//l0qVLNGnShKFDhzJz5kzc3d1p3749NWrU4OeffyY4OJju3bsTHh7OmTNnaNq0KS+99BJz587FwcGBtm3b0qBBA2bPnk3jxo159tlnuXr1KkeOHOGpp55i4MCBLFiwAFEUad26NS1atGDq1Kk0aNCAkJAQ4uLi2Lt3Ly1btqR///4sXbqUnJwcWrVqRefOnZkwYQL16tWjS5cupKSksG3bNlq3bq0l2EpLS6NFixb07NmTCRMmEBQUxDPPPEN2djYbNmygVatW9O7dmw0bNpCYmEjz5s0ZMGAAEyZMoE6dOnTu3JkNGzZYpuSPCTw8PMjNzeXEiRNs3ryZNm3acOLECdzc3Dhz5ow2cj9hwgQCAwN5+umnyc/P55dffuHOnTv06tWLTZs2ER8fT/PmzRk4cCATJ06kZs2adO7cGZlMxu+//659brt37+bWrVta3Zo8eTL+/v507NgRNzc3li9fTrNmzejRowdHjhwhMjKS4OBgXnnlFWbMmIGXlxft2rUjICCAhQsXEhwczHPPPcfp06cJDw+nadOmvPzyy8yZMwcnJyfatWtHUFAQc+fOpXHjxnTr1o1Lly5x/Phx7Ttm6RqhiT6Hh4fj5+dXqmuEZr47d+5skzUiODiYl19+malTp2plL7xGLNy8kCV7lvD2c2/z44c/WrRG1K9fn+XLl3P69GliYmLKbI2o3rw6keGRZJzLwDnQGfen3En7Nw1VtgpFbQXn259n9czVRteInTt3cuDAAYNrhCRJrF27lhYtWhAaGsr27duJjY2lWbNmDB48mB9//JGAgAA6duyIq6sry5cvp3nz5vTo0YMDBw5w9OhRAK5cucK+ffvw8fGhffv2VKlShcWLF9O0aVOee+45Tpw4wfnz5wkODmbIkCHMmjULV1dX2rVrR+3atZk/fz5NmjShW7duXLhwgRMnTtC8eXNefPFF5s+fj52dHW3atKFx48bMnDmThg0bsqZgDdk3s8m8molTbSc8Wntw/5/7IIJTHSdu1LnBu5++S4+2PejatSvx8fHs2rWLVq1a4dTciYhtEajyVDjXdsaloQuXNl/CoYoDkzIn4djKka1bttKmTRv69OnDmjVrSElJQRWgIkqIImlLEml+aSx0XkgbvzYsXLmQCGUEbs3dUJxVoExV4tHGA8cajpxafYrvY79nUM9B+mtEmwbs/l83bjV4l6btnuGll15i7/K9vOP/TpE1ooaqBlu3bOXo2aMcLDgILeHeznvIneU413XGztOO+//cx7G6I27BbuRE5ZATk4NTTSc823uSsicFwV7AJcgF+yr2pOxJwbGaI65NXMm7k0f2jWycajnh0caD+/vVUXDnIGccazhyb8c9HAMccW3kSv69fLIuZ6nnu5UH9w/cR1JKONdxxjnImeRtydg5OXA9z4n7ygIOZ2XTxMmJEFdXNivSyRJFGjk60d7FhYUp96hpb09rZxcyRZH9mRk0cXTiGTc3dikU3FepaOTkiJ9MzhpFKtXt7XGXyQGJL+7eZVpyMkM9vfCUy8kQRRo4OtLT3Z3FKSlEH3cgp7ULglzgwrE0enV1wq2ZG5mXsshPysephhOeQZ483zgVO3c7avo58+1W2JCeRj1HRzq5uHIuJ4freXn0mubIrk+96ds0DbmTer6DlHbUWXqPug6OdHR14XJuLhdzc2ng6EQvd3d+u5+KvSDQzNmJQHt7VqamEujgSHsXF6Ly8wk/kUNagbNaZ/ffBwmc6zjjVMuJ5B3JOFZVz3fB/QIyIzNxCHDAs70n9/ff597fybRydGZiQAD/ZGZyPicXB0FGqkrFwcxM7pxzQdX14RrhVNsJt6ZuJG1JwqGKAy4NXJDyJdJPp+Nc2xm3p9xIP5WOSqHCqaZaB5K2JGHva49rA1f1Jv9EOs61nHFr5kZGRAYF9wtwrOGIZztPkrcmY+dlh0s9F2QOMlKPpuJUU33PrCtZ5CXkqee7gyf3dtxD7iLHuZ4zcjc5qQdTcayh1tnsm9nkxuWqx7b3JGV3CjIHGc51nbH3sSdln1pn3Zq4kRuXS3ZUtlq/23qSsi8FQSbgEujCTOVM9l7eS+NGjQkJCeHGjRscOnSIL1p8wYABA/j5559RKpWoqqn4Lfk3kv9O5p7dPZL3JPO///2PiRMn0qpVK/r168eyZcvIzMykZcuWdO3aVfu71qVLF9LS0ti8eTN2te24aXeTtBNp3Mu8xw8ZP/D5G59rf9e8vb1RqVSsX7+eVq1a0atXL/7a+Bcz9s0g1z8X2kDi1kTsfexxre+KJEikH08nrVYahxsfJuZ0TJF9hOgqEpkbicxJRuqRVJxqPJjva1kkxicyM3Mm494ZZ5N9RHx8PHK5nLVr13LlypUKa2uUxz5iy5Ytj7yt4eXlRd26dU3aGpIkERkZyb1794iIiCA8PNyqfcS1a9e0e4Np06ZZzPEjSFbkaX3++edMnjzZ6PF9+/bx3HPP8fvvvzN06FDt59WqVcPFxYWbN29aeistMjMz8fPzo0aNGkbPVygUeHp66rFMZmRkYGdnh7OzM6IokpGRgaurK3Z2duTl5ZGXl6d1JmRmZiKXy/XGuri4YG9vT35+Pjk5OdqWQ1lZWQiCgIuLC5IkoVAoTI4FddsiUNdsr1q1ivfffx9BEMjOzsbDw0P7/5Ikacemp6fj7OyMg4MDBQUFZGdn4+7ujkwmIycnh7y8PHr27ElWVhYHDhzA09MTR0dHlEqltpZVM1apVGprWxUKBQ4ODjg5OaFSqcjMzMTNzQ25XE5ubi4FBQXasRkZGdjb2+uN1cxhbm4u+fn5JufQ1HzLZDJcXFxKNN+aebFkDkNCQjh06JDV+veowsvLi6SkJCRJIicnBw8PD+rXr09ISAjz5883ON9ZWVn89NNPjBkzBkdHR6t0Njs7G1EUtYaxQqHA0dHRqM6qVCq9sRqd1Yy1Rmd1x+rqrKVrxLRp0/juu+9ITEzE1dW1VNcIQ3NY3DWi8Bwamm8E6LeuH9Fp0dQPqM+msE1kZmRW2DVCbidn3ql5LDqzCLmLOmqliYz92v9X2lZtS2ZGpsE1oqCggHnz5vHWW2/h7e1t9Xyb09mcnByqVq3KokWLePHFF42OtVZnjY3VzMvR5KN8dvQzxAIRSSkhd34QzctVIcgEZA4yEKGmQ002v7wZB3sH7Xy7ubsRtimMqOQodbs2RxmSJCHmiMgcZAh2ApM7TeaZqs/o6ayExNDdQ4lJj0GZo8TO0Y5An0DWP7+e7OxsrmZf5Z0972ifjcxR7eB/I+gNRncYjZOj00OdzU9C9lNbsgskRAncxoaDbz2T8731ylY+O/gZcqeHkUtBrv6ukkpCzBOROckQZAJivoik0pkX3bGihJhr5VhHGYJcMDnfmrF1UwWmrRTJlyTyRBF3uXpstigiAM4y9XxniiJOMhn2gmBwLICdIPBHWip93D1wl8txEAQKJInw7Gz+Sk9nR2YG7/n48qaPD6Ik4SSTkSOKfP+mHTE15UhKCTG/0HcVJf05tBOolyIw8VclOaKIq0yGTBDIFUVUSLjK1GMzVSrsBQFHmQyVJJEtirjIZMgFgTxRRKkzNktUYYf+WGeZDLsHY+f2FjjVxt7oHMocZUhKtcGddjSN3LhcGs1ohCRKVI9WMm+jHFGSyDIwhz+MdCAqQNDTw8L6rZ0XZ3UHpcI6q8pWITgIyOxk5sc+mEOZvRE9NDDfRseqJOyd7RERS6SzE9pMoH9wf7119r50n0DPQDIzMxFkAq9sH0yMIg5lnsSdX26jvK3k7o1EJFHSrsnmfteysrMY/s9wYhWxKPOUyAQZQVWC2PjCRjIzMrGzs+PXX3/lrbfeQqlUatfZzZc388XhL0zO9y8v/EKH6h3Izcktso+wd7DnfOp53t7xdpE5nN9tPiH1QpAJMpvsIz766CP27dvH8ePHrd5HGPsNrOz7iAsXLrBmzRqmT5/+SNsaaWlprFmzhlGjRqFUKk3O4eXLl2nRogV///03zz77rFX7iMLznZeXh7+/P+np6QYD4BpYFZn/4IMPaN++vd5nr732GlWrVmXGjBk8++yzyGQyfvvtN60xn5mZyd27dxk2bJg1t9LCzc0NLy8vi1INdL+oLjGTTCbT6/+rmUjdexgb6+DgoMcOr3kgoG5VYOlYzfE7d+5oFUj33MLeF91j9vb2en87Ozsze/Zszp49y7Fjx/D399ces7OzKzJWF7pzJJfL9cY6OTnpdSfQnUNzY03NYWnNd+F5MTWH169f5wkeIi0tjd27d9O3b18cHBxITEzEzs6OoUOHauex8HwrlUqSkpLIzc3F0dHRKp0tPFZXD63R2cJjS6Kzlq4RERERPPXUU1pdLM01orj6bWiN0IWxOdwVvYu4vDjkznJtjWFoYKh2rLE5TE5O5o8//uDll1/WzmNZrBGiJLL3zl7kLnKCPIPYFLapSG2/sXnJyckhISFBL3PMljrr7OzM/fv3i5AClqbOunu4s2D/AgTURgH2D++rMRrUg+G28jY3FDcI9g3WzndkSiTRimgER0HLWC0IgtZRIiAw/8J8+jToo72Uq6sru6J3qWvsBZC7yLXM2QfjDxIaGEpHr45EDI8gbFMYsYpYtUGiUPHz1J8ZsXIETo5O6vlW3oMEdcqqi/2Dwvc76jaQHr71DM6hKIksvrxY7/tpDBkAQf5QfkDtzNCB3lhZCcaamG/NWJlCHStxEAQc5A+PuxRq+emuc8zY2AyVioSCAvXxB8R+9oJAe1dX2ru6Ml6pxE4QcJHJmJGcxMb0dHq4uZMS5YkY4IrMTobczpLvKmFXSCanQtmWbjrH5IXGOspkOOqM1Rj1xsZ+uhs+DJK46yMUmUOZg4zbS26TEZ6BmCfiUt+Fqi9WVeudkxwXLxmgQmZmDjWGoma+dZ+jYCfoz4tjoXmxZmxx9dDIWE0NeHF1ViaTsezWMsKahwHqdfZgwkHGHhzLjJAZhAaGsuvCSqKz7oBcRsH9XBRnMqg+ojrHojYR2vx17bXM/a79E/+PlndDMy9R6VHsi91HaGAo6enpxMTEoFQq9d7lpVeWYudoh4iodgBUM7yug/E1uUO1Dlx8y3Q5ri32EZcuXSI4OLjC2xpluY+4fv06P//8M3PmzNEb/6jZGg4ODsTGxuo5ADQoPLZ58+YMHz4cLy+vEu99LeX4sapmvnr16gwcOFDvn+bhDxw4EJlMRmhoKDt27OCzzz5j48aNNGvWDJlMxrRp08xe/+uvvyYoKIivv/6aXbt2afv2JiYmVrj+vcWBp6cn06dPL6II1uLChQt8++23fPrpp0WcK48j07g5ZGdnPxZ9MK2BxummQdWqVbly5Qo9evQweo6t9Ley4b///S/fffddeYthc5SEATg2NpbRo0dz+/bt0hZTD8VpP6QhcisL/S1rdn9j7QUNQUMapwtTHQ1A3d7qduZtZpyeof1Mozfm2lUVIaUSRaL3RDP6q9HqE1JuwrzW8Nc7+jf96x315ymGM/F0dcBafNDqg2KdV1zYske5u1zOp/5V9YxWXfjY2eHx4Fg/dw/CPDw5mp3F8V9iuPLBFdL+TQPU9dmlsU/4bIS82MR/cxepqHpPJDcul3u77hG3KA5JkhDsBBDA73k/GkxpQN0v6+IT4qN2pFAxe8TbEpa2lPu49ccGP9c42TSs84W7ViiTrzL/+CRtC0eHAAdqvFUDn86ezD8+EfGeZUEQS9YEQ+tvWRHX2QpXrlzhqaeeKm8xKhTs7dUeTU19+aMKa/YPgiCwYsUKOnfuXAaSqWFzqs+///6bkJAQpk+fzqBBg0hLS+PPP/+kevXqZs/t3r07Tk5OTJ48md69e9O3b18OHDjA22+/zcKFC20tarnAFu0KIiMjadGiBd9++632M82P86P+QhUHY8eOfSS7I9jZ2RWrl6WdnR2CIGgdQZIkcevWLQRBMNt6razbbVQEdO7cuVxbjpUWSrKR0hDZyI0YFqWB4jgfCjMrl7b+/vXXX7Rs2bLM1htzxrgGS0OX8mLDF4tEu3Q7GkQMjyDQI9CgAbHmyhqUoppkyJgDQbddlaHNvb2XPX49/Vj/y3pu37kNeWZYoQ0c11y3uFgYUbb7CFu3rNtrIZN2IycnPvX3Z3dQXTqMrYtfbz8ca6gjVvd23ePqJ1eJ/TmWe7vukXU1S49AraygIQDMEkX+ezuOQ19f5cZXN0hcn4hSoUTMUR+v9V4t/MP8cazqWOQaFbFHvC1hiZMOYPXl1bzb/F2Dx15p9IrWiVfYGbry2nqiHeyRBAFJJSGzk+Hd1Rvs5UQ52HPl3iWL7m/JmgD666+lTsGKhOjoaD7+2LDj5HGFZg+gUpX9GlLWsGb/cP/+ff7999/SE6YQSmzMp6Wl6TE7ymQyDhw4gEqlZvxMS0tj4MCBFl3r2Wef5fLly+Tn56vrmkSRzMxMli41v1mpDNDUl+gyGxYHQ4YM4fjx43qpJxojbPTo0cyaNYuLFy9q2RUfZ5w4ceKRcQTpQhAEGjZsyPPPP49cLjfYF97QOQAhISFcvHiRTz75BICLFy9Sr149Dhw4YPJ8W+lvZUJsbCyTJ0/m/n3jbbIqI0q6kSoPY95a50PhKFRGZkap66+LiwsRERHcunWrWOdb0g5Od5yp9oLWtBoE01H+ArGAlZdWAqYdCJp2Vcau5fe8H9jBR//3ETgWzWKI1nVOGjhekqi85nuUCMWIaNvKoM8WRa7l5emx1ZvDmFF2ZDV3wT/MH+c66hRO10aueHX0QpmqJPHPRKJ+jCLxT3XmWn5SPhe3JrAq9T7/ZGZwOTeXlAdM0dYiX5K0Bnt8QQHL79/n+8S7jIiLpeuN6wyLVXcicBEEHAQZQZ18CBwfSJOfmxD0aZBeKrkpPKo94jXwd/Y3OyYpJ4mNNzYadMStvbqWPTF7DDpDNyYcYXFCIpIkETU1iuTtydrzliYk0tivqUUyWrImFN4/WOoAqEhwcHAo8+yrio7HxZi3dv+7du1aQkJCyswOsz6s9wTFhiAIVK1a1Wz00xjOnDnDypUrmTJlip4hr8GWLVvo0qUL1atXZ9++faSlpdGhQwdtGszjiAkTJuDt7U1GRoa2fUVlhyAIvPrqq/zyyy84ODiQlJTE6tWrWbJkCZcvX0Yul2udYRr4+/vTqFEjxo0bR//+/fV0cMOGDXh6eppNCSqp/lZGHD9+nM8//5yRI0eWtyg2hWYjVRi6G6lg32Cj52sygcpKF3SdD7qbP43zoUedHkWM1cJRqH/i/il1/W3bti0Ap06don79+gbHRKdHE+gZWOTz3dG79WpZjcHUOGPXtgSaDfnI3UV1XUBg041NvNnsTT0HQmFEp0cjE2Q09G5IVZeqJGbrlzfJXeV8+NmHzJ8wn/gpc6n+wVl1jfxf77Da3Y3Jfj7MCBxMaLPXQadmHkoelbcJiqk7GoN+7qLib3gFwE8uN5p4bWkk2qWeCy711HWckkoiLz4P4QFfQUFqAYnXM5mWXKBtlVfH3p4dddXPYlB0FCoJnGQC9oKADPg+oBqBDg5c/yeZqAvpiLkil7NUbM0TedvHh7FV/EkoKGDevWRq2TsQ6ODAi15eNHFU72EEQWB2jRp81lNOVMDj89tiCbwdvUnKSbJobHJOstFjM8/MRJREvTVflESis+6Q0XcG/9t+mmFX57KlPTwXlQODlkC/NkXeQWMwtSZoUHj/YGq9MdbDvjwxefJkwsPDWbduXXmLUqHQqFEjPvroo0fezrB2/9usWTOUSiXXrl2jWbNmpSzdE2O+TOHi4qLtM28tcnNzGT58OE5OTgajYStXruT48ePIZDLmz5+Pg4MDqampj/wLZgpnz57l77//pn79+qSmppa3ODaDnZ0dtWvX1pJ3+Pv78/HHH/PRRx9x9uxZtmzZgq+vL3Xr1qVevXoEBgYWIdbQxYYNG+jfv78eGYghlER/KysiIyPx9/fHz8+vvEWxKUq6kfLy8iI0NLQI8U5pwVrng24USkOstPTqUn4Z9IvF+lscw9jPz4+6dety8uRJvY4uGhgzxAtnEdT3rk9dz7pFv2+hcbpODEudAcaguyHfFb2LcQfHaY9JSEQpihIkGvtuEpKeIa8rU0FBAW8NfEuv9G6XizOT/XzU3+veCXr4fF0kbXB/7H6zUXnN866I0ESQdRF0V2LKMuMG/tRBMsb/pf4+zjIZoR4eOBvIwtIY8gH3JYMOA2OGviAXcKr1MDDg2siVulMbUvWeyFcL8rhboCRfJxuhm5sbCpVIniRSIEmopIebSBcfB9yauiFzkiF3keMjyHj+mPo3pZWzM6cbNHxsHME9vRqzJ81EZFmSQBDwUKmwlyRSjJTLpebZZt8SnxnPtFPTijhDBQRmX1zDhbnhDGhsx3N1H8hRw3JD3lIU3j9Y4gCoSNi/f7/BINrjjhYtWjBr1qzyFqPUYe3+t2lTdVbL5cuXnxjzjxokSWLnzp0MGzbM6h+1L7/8khs3bnDmzJkiBvqpU6fYs2cPK1as4Ndff+W1115j/vz5eHl52VD6yocff/yRevXqER8fX96i2BQqlYobN24U+VzT67RNmzYWX+vatWtcvHiRCRMmmB1bEv2trLh8+TJNmjQpbzFsjpJupIKDg9m1a5eNpTIOa50PhdOxRUnkVtotZqyawY9jfjSrvyUxjDt27MixY8eKfG7KEC+cRRC2KczgvQ0RAIYGhpq8trUoThaE7v01/9V1pOieZ29vT7NmzSgoKODq1asENw1mSu1GkKcuZYnKvF3EaaB5Ht1rdmf/7f3GZa+ghrwxmCNo0xjyoF5/j2Rm0vdBi6nCBroxQx7UBHPW1JAn+skY/ZW+A1h9/SpGz/Fp50m+j5feZ9/0Ni3XowhBktifboY47sH6ozBWpvTA2LclDEXuJSROrjxJ1v1MZr74wFD94KzNDXmo3PsHlUrFiRMnGD9+fHmLUuFw7949rl+/Tvv27cu07K6sYa3++vr6UqVKFS5fvlwG0pUCAd4TGIdCoSA8PNziVgMaHDx4kJkzZzJx4sQiHp64uDj1hig4mIiICEaOHMmbb75pUQ31o47Zs2czdepUsrOzy1sUm0IURZstEDdu3KBOnTqEhpo3WIqrv5UZj6oxX1KIoohCoSiz0hVTteGF68GN8QGQA+sPrCctPc3kvQobxtYSMf3vf//j119/LfK5MSb+wrWsGswP17+3KQLA4rD8F4amDr84tay6949WRFvEbfDNN9/QpWsX/jj9B8l5DzkpBAS9edd9HjfTb/JJm0+s/m4VFabq6acO0teHTFHkcl4umQ/Kp5wLlWIW/rswzB03h+KSzVl638rOPK+BJAiopBI6L8rI2JUkieoyf77qDEHeJd8zmuL8qMz7hwsXLqBQKOjSpUt5i1LhsGfPHjp37kxubm55i1KqKI7+duzY8UnN/KOI4qYp79u3jy5duuixaCYlJSGTydi+fTvdunWjYcOGHD16lKSkJHr16gWoN9yPq1GvVCqpUaNGeYtRarh165a6dU8Jf/Sff/55oqKiLLrO45hmHxoaytNPP13eYlQ4nD9/nlatWnHy5EnatWtX3uLowVhKPg5Ac4jNjcUbb6PnG4t+W4rg4KJcA4bS/jXRamOkboXT2g1lG0SlR7E7ejc/nfvJaCTcEuhmIvSo08OqLIjC380QDEX1Ww5uSca8DEZ/OJpqo6ppx2raaWm+u+73jsmIoYZbDW1GiSiJ9N7Qm4SsBIu+Z0WEofR7UKfg68JJJqOnm3uRnu9lCWOylhSPAvN8ZUCgRyAAsYpYREQEQcBuiD2f3tTxpNw5o/6vldF5c9lMlXn/cPjwYezt7Svcb11FgMZYNVemWdlRHP3dsmVLKUqkj8fT0isn2Nvb4+LiYnUd+/fff8+uXbu0KSxpaWls3LiRS5cukZmZSW5uLsHBweTn5+tFER9XQ/7y5cvUrl2b8+fPc+LEiUeSNyArK4vDhw8X+fzy5cuMGjXKYBp+YSgUCu7fv2+xQ6C4+luZMX36dIu7cTxOcHRUt4kq644ZlrC9G2NWFuwEvgv5juZVmxs9tzjt7wxh4sSJel00jDHx747ebTiL4AE00XlT3QemnZ5Wol7NhTMRAIuzIAx9N4P3KBTVFyWR32J/o9pr1Ug5nkL6yXS98ZrovFJUmnwee2L2lLohH+gRaBGjeGnDXhBwksmwr2Qpyubw2YjKbcgLCAR6BGoN5YoM3ayZ5O3JpB5OpUASma1bHvHXOzCvNaTctPi6xrKZdNfryrx/eO2119i9e7dJ7qHHFXl5eWqnUDHaJFcmFFd/RVHUEgaXJh5Pa6+cUFBQwJEjRyzuBb9t2zZ++eUXJEnSI97w8vKiXr16XLhwgV27djFnzhzWrFlDcHAwtWvXLi3xKw0mTpyInZ0djRo14ujRowbnu7I7Ouzs7AgJCaFTp0789ddf3Lt3jw8//JBmzZqxaNEi3nvvPbMLyMqVK6lZs6bFZQjW6m9lR2JiIhcuXCiznuGVCRpjPi8vr8zuWbhnvDEYS8k/O+ws6VfTUSmNp8Ba2/7OGM6fP8+KFSu01zBmiM86O8toOzh4GJ03lfqelJ1Uol7NJUnRN1rSYABLO36vjuqn3GTPtOpEK6Lx7OCJR1sP4lfEo8x8WLKhic6vuLTC6PN46HhR31smSQTlF7Dmjm2N+2hFtMWM4qWJAknibE62lmX+CSoGJCStkVzREeASgIBA9q1sEv9MJP9ePkgSazw8KFIwlZdh8XUNrSGF1+uCggI279lcKfcP3t7ePPvss+UtRoVEXl4eDg4OlY4HwVoUZ/978OBB3NzcuHPnTilKpkbltmgqGbKzs4mKirLIeLp79y4jRowwmqbRo0cP+vTpw4ABA2jTpg29evWid+/etha50uHatWusWbOG//u//0Mul3P69Gm943Z2dvTq1UubOl1ZCTs0tconT55k8ODBVK1alZ9//llreO7fv59t27aZvMbGjRvp0qWLxWlD1ujvo4A//viDtm3blolXtbJB41zMyckpk/uVtI4dzOuvKaPb2ns+99xznDp1irS0NJOGeHxmPF91/MrodTQR6obeDY32cQaK3au5pJkIpnrTA6y7k8CFqFguRMXSIa8A2a2DiPNaM9/bC+FBmVD1N6pT7bVqyF311+L/dfgfG68X7Z2teR67o3c/MPTV9xYFgSgHe+7Y2bE4Qb8lXkWHJc6QXFHkTkEBuU+ci09gIdb0XaN1Zq7rt4672XdR5ii5vfA2znWc8e/vD4JAgUxgpUeh/umOlvVTN7iGhM9n7tm5wMP1etvlbczdN5dtl03vSyoazp49y9ChQ7l37155i1IhYW9vT7Vq1cwPrOQozv63evXq5OTkcO3atVKUTI0nxnwZwsPDg4kTJ+Lh4WFynCRJvP3228hkMpYsWaL1eF25coWkpIcRgnr16tG7d2+CgoKeROQfYNKkSQQEBPDWW29x4cKFIpFDpVLJRx99xKFDh7h69Sqenp7lJKltoDHeRVFEpXoYcRQEgTFjxhg1RO/fv8/BgwetSiG3VH8fFVy7do169epVWodPacLNzQ1Ql3uUBWxB8GZOf4tD/GYMvXv3RqVSsWfPHqNp/6CuQX+x4Yus62e4d7EmQn0t9ZrBbIOI4REmr22uxaC1mQhH7xzV+9vUdwOI0029/Osd+G0Ae1yciXawR3rwu2bnbodXJy8EQSD3Tq5W9mZ+zYjJiDH6PGadmVXECBYkiZ+8vUizMPPKX6lkcqLx/txlBUPOkMKEcG4yGR/6VcHtwXcrfNwcgVx5EcxVVLmswaIei6jjXqe8xbAadzIfRgQb+zRmUY9F6iwYhZKao2oi2KnfH0GS2Ojupl4FBi2xitHe4BqiiCImIwZAW070y41fqDq4Kr/e/LVYztjywpYtW9i5c+dj3x3KGEaNGkVUVFR5i1HqKM7+NzAwELlcztWrV0tRMjWeGPNlCEEQ2LNnj9l0lEWLFrF9+3Z+/fVX/P3VtXrz589n7dq1fPDBB3q10nXr1qVPnz6lKndlQUFBAZcvX2b8+PE4OTlx7NixInMtk8m0UXlvb2/u379v6FKVFoIgaL9zgwYNjKaIb9u2DZVKxQsvvGDVtS3R30cFN2/epH79+uUtRoWEu7s7d+/eZcCAAaV+L1vVsZvTX3NGtznDWBe1a9emadOmbN++3SIm/uLeW3PtGSEzAHU/d1P17bqwNhNh2qlpjNo7immnpundv11AOwI9ArXPRwDsRbVx+pO3l14lvQjaqHxhKMIV3PjyBu6x7rQLaEewbzCjnhplUPbBDQYTnxVfxAiWHkTnZxVqkWYMSXZ2TKseaNHYksLd3rJIpwaF2eMFQeBYdrbBtnSGxuuiPAnmylMuTxMlNcZgJ7Mr0lni0O1DWuO0MuGncz9p32OZIMO+wJ78pHxqjKiBY1VH7ThJEIh2sOeKg71VPeYtKbORCWpej5iMGDIvZRKtiC6WM7a8sGPHDkJDQx/5mvAnMI3i7H/t7e0JCgri5k3L+SeKiyfaWYbIzs4mIiKC7t27G01tliSJP//8k1GjRtG3b19ATXh37tw55syZQ3x8PN999x33798nLCysLMWv8LC3t+f48ePaCPXx48eRy+V67bNatWqFu7t6U3Xo0KFykbM0IJPJEEWRDh06MGzYMAYPHkz16tWNjr99+zZdu3Y1OaYwLNFfQ4hOjybQM9Di8RUFt27deuIoMwJBEKhatWqZ3MsYi7u1LPPm9FfX6LYFpk2bRpUqxvty2+rexe0xb4z1XzcTIdhXzcyvFJX8fuV3ANZcWcPHbT7GTqbePhR+PhJQIFNveKIc7Nnr4kxotroc44qDPdEOhgmE3Fu449rElZPTTjK/83xGdx/NzuidAAR5BvHXC38R+mcoyTnJHL59mO87f8/X/35d5Dq+SiUJVpAUpajKJrskoyADJ7kTuSrLWzjpsseLeSL3duXj10uGzNHwhrK02OZLirKWa0ZiMtWVSobWsD79VykWbbe55soaW4hVKgjyDGJ2t9n8e+dfppyaondMd52UJIk2ddqw9+Be3tv3XpHrLE1IxGnYBqtY7I12DtGBKKl5PaQ8idzYXDyCPazutlFeiI+P5+TJk7z//vvlLUqFxeeff861a9fYsGFDeYtSqiju/rdu3brcunWrFCVTo2K/SY8YJEnCy8vLZA2uIAjs3LmTmTNnAnDv3j2ys7MZOHAgFy9epEGDBvzwww9cv369zOpVKwPi4uI4fvy4Hqvm4cOH9Qx5Ozs7evToof37n3/+qfTeVrlcjqOjI5MmTSIuLo5jx47xwQcfmDXSv/jiC/755x+r7mWJ/haGpaRlFQ2SJCFJEg0aNChvUSosRo4cycqVK0v1HrasYy+O/pYEffr0oW3btqV+n+KWIFiTDTDzzEytkVMgFjDrzCzAfGROJknM14nON84vYKmRenZBJlDrP7WQOcj47O3PmHRokt73mnlmJsk56pT4pJwkvv73a3UmQr9NTNdJlU+xs+O95kWNFYP3BLwcvSwa62bvZtE4U7DGkDcEucuTkh+zkCRmentRwk7vejDVqaG8EZUeRdimsCKGPDxcJ2PjYnnmmWe4HHmZjjU66mXSyAQZQZ5BpL3yG2EHR1v1W22uzEYXEhJyF3mxSUXLA1u2bEEul9OvX7/yFqXC4tatW6Snp5sfWMlR3P3DwoULWbx4cSlJ9RCC9AiwOykUCjw9PUlPT6/w9bzp6elG67TnzJlDx44d6dChAwB37txh+vTpyOVyYmJieOaZZ6hTpw4bNmxg4MCBDBo0qCxFr9B477332LhxI7GxsTg5OZGamoqPj0+RcTt27NASBTZs2JDr16+Xtag2g1wup3bt2mzevJnmzY232yqMe/fu4e7urmUktwam9LcwREkkbFMY0YpogjyD2BS2qcJ74p/AcgQHB9OrVy9mzZpVaveITIlkyLYhRo+v67dOGz22BNbory3w66+/kpOTU2qRHd13TIMgjyA2DbDuXTPUI1qTUaMUlbRb3U4vYmkvs+fkqye5Fr2fIYfHmr3+jMRkQgevgaxkde088KuHO7N8vYuMzYnJ4dbEW/g/74//AH8kJAQEZIIMlaRvogW61mBj/TcZeOpbYu3tEAUBGQK+jt4k5z1aJVQAqmzVE4PeQnTNyuKQq2t5i1HuEPNE+AkyUjM4efIkEbkRjDs4rsi4Ks5VSM5JLtFvtbn1WqO/MmTU8axT4fcE8fHxHDt2jMGDB5e3KBUWoaGheHp6sn79+vIWpdRR1vsHsNy+rbhv0SOK7du3G/z84MGDfPzxx+zbt0/72caNG2nUqBHTp0+nffv2HDlyhObNmzNq1KgnhrwOYmNjWbZsGWPHjtWybLu6uvLWW29Rs2ZN7TjdevmkpKRKbcgD9OvXj/DwcKsMeVBH5Tt16qT3WV5enkWZHsb01xBsQVr2BBUX3t7epKamluo9bFnHDtbpry0QHh7Ojz/+WGrtDQunuMPDdnaWwlCnAN2MGt2ovAYFYgGzjnxL45UvGY20ayBIEvPrtUKsG6Kux0VdO7/R3XCk27mOM0GfBeH7vK+2Jl5CKmLIA0Rn3WHWwfFEO9gjPqhlFJEeSUMeIOO85e3CHncccnGByh+rwlle/N7mkijh86cPsbdi2bJlC/5V/Q0TRyJos15K8lvtZOdkMlKv0d/ikIqWB6pXr/7EkDeD1NRUvL2LOmUfRRRn/3D+/HlefPHFUt8rPTHmyxDp6emcPXu2SEpKamoqr732Gl27duWzzz7Tft6tWzecnZ3JzMzk008/pWXLlqhUKq1B+ggkVdgEkydPxsPDQy/65eDgwC+//EJcXBwJCQls3LiRzZs3a+vlDxw4UE7SlhyCIDBt2jQ2btxotZdQFEW2bdtGt27dAMjPz+e///0vv/76Kzt37uTff/81angY01+D97ERaVl5Yc2aNdSuXbtM+6hXNvj6+tqmXU/KTfjWU/3fQrCEPM5SFNbf6PRog+OMfW6pzLp45ZVXuHPnDkePHjU5rjjQvGOGMD/c/Lum+Z6FnW67o3drjft54fP4/fLvBs9fE70VEeiQm8fWuHjWNRppcJwkCERl3lZv3H3rwQdntYz2upjWdZo2/delngsyBxk5MTncP2jCMJckfvfwMEioZ0u42ZU8xb6kUGWryInOQZVtywTyRxiCoP5XyZGjKn45Zcq6FI7tP8Yff/xBy5YtWX5xOXcy7xQljtT5WybImHVmlkW/1Zo1JDo9mt3RuwnbFEZ6XrrBbhuF9bc4ztiyxNq1axk3btyTfbYZpKSk4OvrW95ilDqs2f/qIi8vjw0bNhAdHV06gj3AE2O+DOHs7Ey/fv1wdn7oaZUkiffee4/MzEx+++035HI558+f59y5czRt2pSsrCxWr17NzJkziY2NJTAwUHvu48Iqbgq3b9/ml19+YezYsdp2WYUREBDAgAED9OqeKnO9fP369Rk3blyxnv+ZM2dISEjQsthfvXoVf39/XnjhBfLy8rh27RoyI22dDOmvMVjb8qqi4datW2RnZxerFOFxQdWqVfVaZRYLKTdhXmv1/89rbdY4Lg40G05d/TXG5WARx4MVMnfq1InatWuzevXqkn6NIk4GU+RTUQrTUS/N99wZtbOI023a6Wna60Yrog1GxAEKJJGdrs7sdnGmf63qxB360Wh/98U9F2s37qJPEPMbtCvCGD711FS9NQNAcUZB/LJ40v5NM/xFBAGlTNC2uSstZCozbXYt72IwrAMIDgLuLd0RHJ787ld2jGn0GtVcS783t1NLJ8ZMHkOTzk0QJZG/rv9l9hxRErmdeZsZp2eYHKdZQ6admkb/Tf2ZfHIygJ7TXtcZe+7tc2z4vw2ce/ucUWesRY7UMsJPP/3ExYsXn+yzzWD16tW89dZb5S1GqcOa/a8uNG3DY2JKtxvGE2O+DOHg4ICvry8ODg8bqyYkJHD48GEWL15MrVq1WLt2Lb///jsLFizg119/5b///S/PPvssbdu25auvvsLBweGJp1AHLi4ujB8/ntGjR1t13p49e/TI8SoLBEEgONjyGuHC2Lp1K97e3nTu3BmA5ORkEhMTOXv2LF26dOHNN980eq4h/TUEW5KWlRdiY2O1i/ATGMarr77KJ598UvwLpNyEO2f0P7tzxqYGva5xrtFfO3u7ImnlYDjdvKQyy2QyXnvtNdatW0dubvHJzww5GRp6N6Sqi+GOAnJBTn0vw20Vdb+nxnDXdbolZSdp310ZMnycinKPAIxNuU9oVg7zvL0ATPZ3z8jP0G7cCzv6NEjOSS6yZvgP8MfrGS9uL72N4ozC4LUrG1LtTNe867YXvPDMXNbdSQBAZifDzs0Omd2TbZshdK3Z1boTynEftSxqCwlZCRaNHdtmLKuft84ZmHE+A0mUcGvixsGAg/Tf1J/pp6frtdebETKD8NfDtV0pCmPNlTUGmf1Bfw3RMP2bS9M3t3+oSGS5N2/e5MiRIwwfPry8Ranw6NSp02NBFGzp/rcw/P39cXJyIjY2tpQkU+PJr0IZoqCggMOHD1NQUKD9rHr16ly7do0XX3wRSZKIjIxk6NChLFq0iBs3bjBp0iQaNWpE165dqVmzJpIkPfEU6sDHx4cJEyZo0+c1SE9P53//+x/btm0rsolOSEgok76PpQE7OzsaNmxY7POjoqLo27cv9g9aN23fvp3evXsTFRXFRx99xMWLF42ea0h/DUETMSycyldZ6uTgiTFvCZ599lleeeWV4p2siW4/IEPT4q93bBahL2yc5+XncfjwYXbc2GGQy8Esx0MxZX7nnXdYvnx5sTOBjDkZrqVeIzHbcCRcJalYFbnK4DHd76lruOtC8+6KiNzPva9vYPbbxIWoWN5UZPKPTrp8lIM903y8TTrxzLHfF14zBJlAjRE18GjjQdzPcWScM14zvu5OgtbwLQ+Y6rWthSSZNSL1HEnO3toOAJJSIutqFpLStkbotMTkYs2bRd+3DHHo9iHrZLLhPsrLwcuq8Yp8yxxT3o7eDG86nGZ+zRj11CiLzrm3+x4xM2NQnFbfI0+lLhVbc1m/vd688Hksv7jcqMFeIBaw8pLhbiW6a0iBqL8fMFZSZ2r/YJEjtQzx22+/4ebmxoABA8pVjoqOxMRE/u///q/UDdWKAEv3v4UhCAK1atV6Ysw/SsjOzubmzZtkZ2eTl5fHmDFjSExMxN3dHUEQEASBLl26cPnyZfLy8pg0aRK5ubl6qaxPDPmH+Oabb5g9e7bBY1u2bGHSpEn0798fHx8fXnrpJdasWYNCoajU9fIFBQUl8oL+9ttvLFu2DFCzZCYkJNCyZUs++OAD1q9fT7NmzYyeq6u/pmBr0rLywJ07d6hRo0Z5i1GhkZiYyLJly8jMLEYKcp4ZIi9zxx/AVFpmYeN8bcRmzl26wrwT84pwOShFpXmOh2LKHBgYSFhYWLGNeWNOBlPvmYDAphubimyKC3NZQFEDujCKZNQ8qHsXBy5mvrcXsgfGqYBAsr2dSSeeMUefKQS4B1DrvVrU6FqDL5/70uCYpR2/p3F+AQ5D1xvNVihtaL7TjJAZTA+ZbniQBXXceg5PR3dkqHkJjl6PZdiNexy9HstUnVZ8JcVUH28a5hcwJN26zAdrnmFZodRlMuKISctPK5XbpealsidmDwA7onaYHX9v1z3u/n4Xv+f98Ginz3ytlPSN9mhFNKsvrzbpAFl1eZXRNcTYecZK6jT7h8sJl4ucU5HIclUqFb/88gvDhg2zqp/444hr164xZcoUsrKyyluUUoel+19D+Pzzz+nTp08pSPUQT4z5MoS7uztff/017u7ufPbZZyxcuJD4+Hi9MS1atODu3bv89ttvjBo1Cj8/P/z9/ctJ4oqLhIQEpk6dikJheANy6tQpbfQ5JyeHjRs3MmzYMHx9ffnkk08qbb08UOzIfFpaGpIkab97SkoK7dq1Y8uWLfzyyy8cOXLE5Pm6+msKtiQtKy+sW7eOsWPNt9x6nBEdHc1bb71VvCwXR9M6ZPY4ptMyRUlkxqm5SJJ6wykgY1r4Qg74eXG74HYRLoeZZ2aa53gogcy3b9/mhRdesHquDBFJasipdN+zwsajhGSQ1d5YirtJGQxl1PjWY48sT49F3pQhpXHiWdqXOsgjiIjhEUwPmU5idiKCnYDXG17UblabM0PPMLf2XLYO2PpwXWk0kL1vrmfgoQ8NZitYGtUsKWTImBc+j3ln5xkfZCYyP7jB4IcOzweOEwYtwd0Rvg5xxNURZtU0XEJRHCTb2zHD25N1ntYRCY5tY/v1cVWfVUbTvisEyiGY8uOJH4lMidRLkS8MSZJI2pLE3TV38evrR9WXqloU+LmXe8/ke5uck1xkfdWsIabOM1RS5+7uztNvPM2wfcP0rlnRyHLlcjnbtm1j/Pjx5XL/yoTbt28D6HWNelRh6f7XEEaMGMFzzz1XClI9RMXfVT9CkMlk/Pvvv2zfvp05c+YwdepUWrVqpcdy6O/vz6hRowgLC2P06NF8+OGHwBPm+sKYOnUqjo6O2vkpjOPHj+ulw6hUatIhpVJJUlJSpayXB3VmRuPGxYtsv/baawwZMkSrSxcuXKBLly68++67yGQyowSCGmj01xhB3qOEJk2aULdu3fIWo0JD8wOu+UG3CjpGih4GLVF/7lvP5Onm0jLXRf5NQnYsgqBpbSYiOCaTm7YeCjmTBATWXllb5B4CgsGIdHFk9vX15fDhwyxcuNDk9yoMQ0SShcmpjEXKCstvissiyDOI8NfDLc6oESWR+TfWF4nNaa4VMTzCoBNP44BY12+dye8dpYhiT8weg5v8JUuW8Nxzz/H0h09rjQJdfSgMGTJ2xexiWtdpJu9pC4iIRCuiTRpepgxCAYGziWf1P/StBzXaIBME/o0TueboQEKBdYzK5vC7pzqKawmR4Nq+a7nwxgWGNx1OFecqJsf2r9ufKV2mAJgdC7D68mqjad+PK1JyU9h6cysBLgEmx+Un5+M/yJ+AlwJsmsE57fS0ImuIORh0AAow+Y/JCDL9damikeVKkkSLFi2oV8/0b9ATqH/7PT09i2XgVjaUZP977do1/vzzz1KQ6iEe/V15BUJ2djYHDx5kxIgR9OvXjw8//JA5c+YwZcoU5s6dqx2XmJhIlSpVtCnPT+rk9ZGQkMDChQv5+OOP8fLyKnK8oKCAiIgIo+eXVs/n0oZcLuf555+nalXr00izs7PZt28fHTp0QBAEFAoFCoWCjIwMrl69SlpamtleodnZ2YSHhxcrzagy4e7du/znP//h1q1b5S1KhUZAQAD29vbFZ2l9YKTooUYbs4Y8mE7LFCWR364sAkl/zVTliuTeSUHK12cTl5CK1H1qPjcUkS6OzM7Ozrz99tssXbrU4pREU+msuuRUxlLXC8tvjsviWuo1izNqHl4Lg9cyx4vRUJQTYMKhKkNg6smpBjf5Qb2DqNOnDvEr4/ng/z5AJar09KEwNDIZ6q9dGljcczHvNnu3WOdqMiqKzJ9vPbLfPkr4XRW1X9vPsIZvW3XdgfUGmjwuWrG/iMuIAyAyJVJLemYIAgIX713k53M/A5gcq8GumF0Wy/E4Yd3VddzNvlvkc1Epkn0zmz/6/8G9A/do92o7m987KTuJyJRIwHQHjcIo7ADcemUr0VeiEfMeGusVjSz3+vXrPPXUU1y9erVM71tZER0dTa1atcpbjDJBSfa/27dv5/XXXy/VoOwTY74MIYoid+/exdXVlWXLlrF3715OnDjBggULSE1NZcmSJWRnZ3Pt2jW9vsRPDHl9rFu3DkdHR8aMGWPweGRkJPn5+WUsVelDpVIVO/V7//795Obm0q9fP1JSUtiyZQuOjo5Mnz6dhQsX0q5dO+rUqWPyGqIo4uzsXGmdIZYiOjqahQsXFq8W/DGCXC6nTp06REVFFfsa0XZydVQb9KLbpmrhzaVlXrl/hbjMGBAK/3BKyOxlBn9QP2ljmJVft6WaFpoIfSGZzeH9998nPT2dVasME9MVhqn6cl1yqsY+jXnvqfcMXmPUU6O08tuSy8LUPS251r7bB7hrotRJRCIpp2jbQxkyZpydgetLrvgP9ufaumv0ebkP88485EEwhK86fkV8VrxNa6oDnPwIfz2ciOERBHoEAhDkGUS7gHbsji0+I7ex+RO9A3HuNxnRO5DD8XuLOKtM4fDtw6a5BDTTUvjdKPSnDIGfI35WZ4hkmM7I0TgmTGYp6EBAKHfis5JiTKsxRt+xxT0XM7Xr1GJdVyWpGFx/sP5nWSpiZsQQOzOWqrKqXE29avFcW4s7mXcA02uIBgGuAYS/Hq7nABQlkYXhC5Hby5EkSbtmX065XKHIcufPn8/du3fN7oWeQI0OHTqY7ID0KKEk+9+qVauSm5tLRoZlXEDFwRNjvgzh5ubGvHnzuHLlCn5+fjRq1IjOnTszZMgQXFxcyMnJYfr06bi6uhqMOD+BGmPGjCEiIsLoHJ0+fbpsBSojNG3alGeffbZY527fvp26devSsGFDRFHEycmJ3Nxc2rdvT+3atS0ienFzc2PkyJFm0/ErOxIT1TW3xcmAeNzQq1evYnN6aGveM27Ct+lao9hciyJzaZmNfRoz/ZkFRc6TO8lxqfcJTsmz2D/otF7kubpbdYP30m2ppgffenoyW4KgoCAGDhzIokWLLBpvjuBu442NWuNnV/Qug9Et3UhncbksjDlWdkXv0nOoaNLrzfFiiJLI/Jsbi9ZnWxC1EFG3zpMJMvz7+1PrvVpcLbhKTGZMER4AXQb+Fxu+aHQue9TpYfa+hnA39x77Y/cXyRLR8C9YiqWhS4kYHsGMEHXpRHpeusH506y/x1KOGXFWGce9vHtGOx8AaFWncOCg0J/ig2yPyymX+encT2YzHawhI6yIhHrWYtONTbQLaMeFfpuYXoikUJGvYNopM6UeRt4BAYEzSWe0zoC8u3ncnHCT3Nhcan1YizPpZ9QOtuaGHWzGoNG9C29cIPz1cKMOsfnh87U8He0C2lHd1fB6CXA36y7XUq/pfbYnZg+3C27jFeKF3EmuXbPjMuIqDFnu/fv3Wbp0KaNGjcLJyanM7luZMXz48MeGW6gk+1/NXlKztywNVGCmkUcL//zzDzt37qRZs2a8/vrrgDpNdejQobi6utK+fXtWrlxJ7969tT3An6Aobt26RVBQkEnP6alTp7Czs6t0dfF2dnbY29szceJEbV28psuBIAg0a9as2FkaFy5coG/fvgiCQJUqVbStEFNTU7l8+bLZFHsNtm7dytChQ4slQ2VBYmIiMpkMPz+/8halwmP+fPP1k4ZQuOa9R50eyASZ0c91z9OkZepu/jVpmZrxTX1ao7o5jdwCFYIgoBIl5DKBjEsHcGwhkadUWX1NW2DmzJkWbwZ0je9d0bsYd3Cc9piERLQimr0xe6npXtOg8agb3Qr2DS6WvLujdzP24FhmhMwgNDBU+3nhtHZdh4ruOEO4cv8K0Vl3DBiOlq9tmufk2clTfSoCaSfScKjmgHNt5yLPTjOXEcMjCNsURqwiFhERAYF/Yv+x+L564iJodVWGDBG1sWOIf6Ew1vVbp/dMCut9fa/61PUqytmxectm1jqvLaKrlsprC4N5aUIiUnqcSYfFun7riMuI09NZgzJJkkV1+oZQtUDJx/dT+b+qZmrxJcki3ariXMWiUgBTiMmIYe/F1fTYMJr5NaohkyREQdCWjZi9/gM5P2o8nNlXHraF07zvP574keyr2UTPicbe0566X9fFsaoj3x37ju61u1tcplBY/wC+PPKlUWLMaEW0dh3ZE7OH+Kx4g+PACL/Gg/U141wGXh29tMemnZ7Gnhf3cOGNCxbJXZpYsGABoijywQcflLcolQIqlYojR47QunXrx6JmHoq//9U15kvSjcoUnkTmywBJSUkMGzaM48ePc/78eS0Du4ODA76+vri6uvLPP/8QGBhIt27dylnaiou7d+/StGlTfvnlF5Pjjh07VukMeYBu3bpx5coVPv74Y/r06UOfPn3o3bs3vXr1IjQ0lOrVjXvDzeHQoUNMnjxZ7zNBEPDx8eHpp5+2iOxNoVBw7tw5ox0EHhUkJSXh5+eHXC4vb1EqPCRJ4u7du1annhmreTfXoshc3bcmLbOmtwtr3umIk70cLxd7lo1oh7ssH1VyFEteCaamt4vV17QF6tSpg6+vLwqFwuL6OXN1pQ29G5ZKdMsYyWBJ61wtZbQH/cihJp3dUDRYFEXu7brHrR9ukXYszeizK5zVISGhklRFrqfB78//bvSeGgOrcJaIIf4FXRgq3Sis92Gbw4pkpigUCv45/g83E28Wyyi3hSE/IzGZDrl5BDv5m9S5ht4NjeiIQJCjL2sf9LUvriEPkGhvxyQ/H/MDLbiHgFBiQ159HZh/6Rd2uzjrdXowVjZiCIsTEtl4a5tBnUvNS8XOzw6Plh7U/VJtyIM66r/s4jKLMkIMrQlKUcmuaOOOgADXABp6NzRLomkoM0ezvipzlOTG5qLKefi+6dbjlyckSWLz5s28+eabT7pHWYiYmBieffZZjh07Vt6ilAlKsv+tVq0abdu2LQWpHuJJZL6UIYoir7/+OqIosmLFCq5fv46jo6PemJdfflnv7yeEd4ahYbB/8cUXjY7Jy8sjMrL8fxwshZ2dHS4uLsydO5fhw4eXynPPz8/HwcEBFxcXcnNzuXnzJj4+PlSrVs2q6zg6OtKjR48i+vuooV27dkb5GJ5AH7t27aJPnz5ER0frZctEp0cT6Blo8BzdmndNNHP+ufl0r93d4Oe6kXGNIThy98gi1y28SW1Ry4vdH3fF0U5OFXdHtn3UnUOt5bStp5/6a801bYHo6GhatmzJunXr6NWrl8m5AuOkU4aI62wJQ46Vht4NuZF2o0SZALoZBwCk3IR5reGDs+zOuGkwEwBMk28JMoGgz4K4s/wOtxfdJvt6Nl9N/MpohNBSwzZKEWVVyrwl8HT0NJhtotF7DeaFz9PTfUdHR17q9xJvNHyD/x78r01k6V+3P1tvbbVorEySmO/tRY/sHGROnnTwrWdU5yJTIo3oiERUXgp35HYsTUhkZLUSlDJJEgobOVytdXS4qVRkGri3BETlpTDLx9virAN7UeJkTJx2Mx7pYE9M/n29McpMJYl/JBIwJAAHXwdqvlu0FdjyS8uN3iPQI5DNAzYbzTCaeWZmkT70utBNnbf23desr2/9/RZuwW4IdvpzcifzDs38mhm9d1lAEASOHj36WPRLtxWuXFE7SovbXamyoST7Xx8fH06dOlUKUj3Ek8h8KWPSpEns2bOHVatWERgYSK1atcwqwxNDviju3r3LggULjDLYa/D3339Xqqi8Uqnkjz/+4I033ii1596nTx9tC7+///6bdevW8dlnn/Haa6+xfPlycnJyLLqOo6OjRfpb2dGrVy+++OKL8hajUqBRo0YAXL58WftZcWveZ52ZZbZFUXxaLnXdWnLhjQvsH3SaHS+cMFn3XdPbhSruan2t6edB6+AGRfQ3VhFbrFry4qJOnTo0btyY7777jl1Ru0zOFdiWuM5SiJLIrDOz9Grip5ycQv9N/fn4wMeMajDEsDwdv7dengf8A6JPkMl2g+Yi+jNDZ5JyJIXm7zUn9VAqs7+drXfcFKGgwe8SupTng563OIvA0msai8oXTnHWlFFo4OjoSJ3adegS2IWI4RFG5TJUp26oZWDE8Agu3LtgMcO/KAhEOdhzZfh6s1wRpp7VqPtpjA2oQrpMxoWoWO2/ac3ft0gOLcpxn5Qplxutb/8qOYV4ezuLsw4KZAIrPR6mKTfOL2BpwsPa2qwrWdz46gaKswryEvMAmNp1KnYy/VicIt94xFCTJm8ISlHJmitrTMqo0dvirEUa592lkZf4+62/qetbV29d+encT+VKfJidnc3169ext7d/wlVlBa5evYqzs/Nj0WMeSr7/lSRJr122rfHEmC9FSJLEjRs3+Prrr+nZsydKpZKDBw9WKmOzomDKlCkmGewB/vrrL4YMGVKp+qBXq1aNHj2KR8BkCTIyMjh8+LDW6NqyZQtDhw5l5cqVLFq0iJiYGOLjjde/6eJx0d8zZ85w/fr18hajUqBOnTq4uLhw6dIlwHz/d1M90ddcWWMydTsiLo3QWYfoPecQ/1xNovecQ4TOOkREXJpFshrSX3OOh9KAIAh89913HDt2jK9++QowPFcaaDbDGoI0XWK30nA2AMw4PYM7mXf0HCu6acK7Lq0iQscQ0/zrsOZNZPeL193AXImFbkRfk3Jf2CjYHbMbqZNE3a/r4tTLib0xe7lz5w6SJJk1RHQNXc3c2snstLX2JTHqNdcv/LxMtR8EdXReoxe6+qvLAaDLpL+m7xqDRHeGyg6sdW5oECuYN7wMki3220REVCw73VwBmO/tpXVfiMCsG39YJYetMLXr1OI930LG+ozW47kQFcuLmVl6xrhZSBIb3d20cyEDOuTmsSHqDi9EdCFmagwe1T1o8H0DXOq6IBNk/HD8B21rSktgsCvHA6y4tMLktT5u/bFWb4tLoglq/V3410KiUqMqTE95gJ9++okWLVpw//5984OfQIuLFy8SHBxcqfbbJUFJ97/NmjXj888/t7FUD/F4PIVygiAILFu2jK+//hqArKwsrl+//iSVpxioVq0aX3/9tVHP6a+//sqLL76ISqWqNK3T5HI5I0eOLNXa7H/++YeCggJ69+4NwOuvv861a9eIiIjg5s2bnD9/3uIascdFf//73/8W4Rd4AsOQyWQ0a9aM8+fPA8Wvedf0ejdWt34o+hxDlxwnt0BFWnYBI5adIi27gNwCFUOXHOd2qvner4X115zjAUy3yCsJQkNDad6+ORdWXkASJbMbWktktRWUopLfr/xuckyUgz17XZwNH8wr2n7H3DyaazdYGMayO6admoYMGc61nXH0dWTOyTl06tSJfv36kRCfUGw2f1NGjObf9JDpBs+fETLD6PXNGdS60XlD62/h9+1O5h2LI6eWchcMDwojIiqWQNcaANrWdFbDtx57Bs8j2sFeLa9Gh0J/4Mrw9cSbqVm3l9kT/no4F964wNpnzLDCW4HZZ2cD6DlHNHpoadaCDBnzb67n1pubkYX+QIfcPGY8YLOfnphs2rgXBKId7LnyYF4Adnf7mD6SN9N+WsrwT4ZTbWw17HzUkXhREo1G4XXnSPdfp+qdDOqfKIlsurHJ5PfU7ZpREmRkZvD3yb+R8vR1vbx6ygOkp6czefJk3nzzTXx8LOBfeAItVCoVHTp0KG8xygwl3f96enqSkpJiY6ke4okxXwpQKpW88MILbN68GUEQtJ4rd3d3xo8f/9gwP9oS48eP55NPDPeCnj59Om+//TaSJFlMKlURoFKpeOmll0r1Hjt37qR+/frUq1ePzMxMRFHkyJEj7Nixg/j4eD788EPc3d0tmrfHRX/T0tIsZve3Cik34VtP9X8fITz11FPcvHnTIoPMlAExto3hFjdLQ5fSxLcJzg5yLTM9gEpUc4s4O8hxtDPvECusv+YcD6UZtZeQcA9zR+4sR5Wlsth4NSarLWEuUgfAg/ppg9I66q8Plsyj0XaD06oXeV9MZXck5yTrXSM2J5aR34zk7NmzNG3alOXLl1v1G6GRfXXkapPjiksKaM6gFhC05xfWX0Pv20/nflK3RrPAYaFxUBhzQmiwJmY7O4b/ru5AQPH1T5RE5t9Yj+zBHGlq8MXdX9LYI8isY6FALGDlJTXDe6zM8meYl9zd5PH4zPgiBJy6BImWQON0DDv4Abvd1e/FPG8vAH7y9qJdbh4RLb9kacfvDZ6/tOP3NM4vIF8lsfhsPnPvHsOlrgshC0K41/mexdHPArGAndE7LRoLlmVnmErRtwZ3Cu7g8JwDgpP+O1JePeVBzcOUk5PDl19+Web3ruxYvnw5P/30U3mLUWYo6f7Xy8uLtLQ02wqlgyfGfCng66+/Zvv27UUMAplMRkRExGOTlmILxMfH88UXX5Cenl7kmCRJfP7553z66aflIFnJIZPJGDRoEBculF5bliNHjmij8qtXr+by5cs4Ojpy+vRpLly4QJcuXQDLeBoeF/1NT0/H09PTthfVkHyB+r+PkEE/e/ZsDh8+bLb/O+in3xZOG3+z2ZtGjZCqHs5Mf6mF1pDXQCVKTH+phbYu3hR09dec46G0I+F7YvagqKEg8PNA7NztTKabWhu1LglESWTj9Y3mI5IP6qf1ovODlsAHZ/XqqS2ZR6OGsMbY031fUm5y5Ud/o9kdhSFDxmnf01y4eIEXXniBESNG8N57lvXi1pV98qnJJtm+i9sRQfM+rOu3zuBx6UFf9yv3rxRZfy153yz5jqbS/EFtIE4+ObnE+vdQXvUciTo6JIsPp4ODn8l0dwGBTTc2oRSV/HzuZ7M6Ov2ZBdjFTcXe4wKSpB4rSUVL3TUOF6WoNOqQ8Xc2n72m4SqYf3M9uwfPLZKBIKvZlg6NBhpe4xoN5FTnX2mzOIv/bM8nMkJd5nVXfteqUoixbcbSO7C3RWPBsuwMW/FyBPsF8x///yDIij63su4pDxAbG8vMmTMZO3ZsiToFPY4oKCioNBmwtkJJ978eHh6l2gnq0d6VlwO2bt3Kjz/+yMSJE+natavesZycHM6ePWsx4dgTwI8//sjChQsNGptffvllpU6HFkWRqKgo2rZty9KlS0slq+D06dN89913gLo9Xb9+/fjhhx/4888/yczMJC4uzuJrPS76a3NjPuUm3Dmj/9mdM4+MQe/q6oqEZFVk0lpjOTkjj3HrI5AX2gjKZQLj1keQnJFnVk5d/TVnCJVmJFzXgBIEgczLmaQeSTU6V7Yw2izFnpg9xGTEWGw86EXna7QpQoxmbh6j06ONG8IawjUHe/X7cvMfmNe6CEGYKWiM6SSSWLlyJTt27OD1118HICEhgdzcXKPn6soOMPXk1GJF2C0xVCw5X1d/S9oeUAPNdzT3vNPy0kzqn6VlFEYdNn+9A/NaI7sfRXqe2nE/PHi43lgJiShFFCsvrTQp87p+67jwxgV61XuG17tnInNMRhDUYwWhKG+eRkd2Ru806pAx1FZOl1Rwesh0LVdBVHoUUy+veOj8kCTm12uF6BNkUN779+8zatQoOvV+CcdarXh66tO4N1JH/wQEAlwDDJ5XmOdh64CtvNnszSLEeKZgqHykMA9Du4B2NuHlyMvNIycmh5MvnywTolFzsLe3Z8SIEYwfP75M7/soYO3atfj4+DzyJZe6KOn+19PT02BQ0lZ4YszbEDdv3uT1118nLCzM4AKhUqmQyWSoVMb72j7BQ8TFxbF48WI++eQTPDw8ihx3c3OjRo0a2r9lMlml6w2uUqnIz8/nnXfeYdiwYWRkFK03LS4kScLBwUFbC/bee++xf/9+Dhw4wP79+7l48SK1atWyStZHXX+VSiVVq1a1Xa9ZTUT+r3f0P3+weX0UDHpRFGndvjXhf4dbHJm01ljOU6rIyVchSZLWoJfLBCRJIidfRZ7SvE5q9Lcg8Srz94wxaghpInSlFQkvbLxmRGQQvzKe3JTcInNlK6PNElgSpS0MrbFdKCKvez1j86hJYY9VxBo3ZBMSaZxfoH5ffhugvg5qgrALrb7iQr9NWgPEEmO6d+/e2mykN998k6ZNm7J58+YijlRDc5GUk8SemD0G76FrFG0dsNVqQ8USYjHd9be4mQDmvqOl0NU/S8ooLHLYAGJuutbJZ4wQc/3V9SzuudjgfXSfdaIih2WRC7VReVNYGrqU3oG9rSLB08x1ZEqknp4XKfcQBKIybxtd47Zt28aaNWuYM2cO36/9nlTfVL00/7tZd/VILwvrRXR6tE1LgkrLkVnR9g/VqlXj559/fuTLBksDZ86coUqVKri6upa3KGWGkurvhAkT2LZtm42leghBqkxFxkagUCi0Xg9DRl9Z4ebNm3z66acsW7bMaGQvNzcXJyenMpascuK///0v69atIzo62uSCm5qayrlz5zh79izh4eGcPHlSXcMrigiCUGnq6OVyObVq1WL27Nl07tyZKlWqlOh6L730EkFBQUydOlX72YkTJzh37hzVqlUjMDCQp556CkmSLG6L90R/rUT8OVgcYvz4uwehesuykqbU0KJFCwKbBXIr9FaRY0tDl+pFd0RJJGxTGLGKWG0/+ToeddgUtsmk0RMRl8bQJcdxdpAz/aUWjFsfQU6+ijXvdKRFLS+L5My9E8mtFV0ZUqOa0TEftf5IS4qlC0O9z4sDURI5dfeUtq+9KkfF9f+7jktDF1b+vpL+9fpr5yEyJZIh2wy3gQN1FNJUT3drYO5ehrC452Kjxuqu6F2MOziuyOczQmbQo04PwjaFEa2IJsgz6OGzN/e+GIIBR4IluHLlCh999BG7du2iR48eTJ8+nRYtWgCwKnIVU05NKXKOv7M/e17aY1RPd0fvZuzBsVpdiU6PJtAz0GrZjEGz/hbWIV0Uft+MoTjPuzDW9F3D54c/L/ocC8GkvAmJtMvNQwbsGjyPcWfNk9t93Ppj3mr+lskxB6LO8sGhN4we/6rtFF5u+rzZe5mb69TcVD49ZLrUT4aMOp4P17i9e/dy9OhRvvnmG0RRJDk5mSr+VQjbFEaMQj8zpvC5utDoWxXnKiTnJJt8BpaguGuzpagI+welUkm/fv346KOPtCWIT2Adnn76aWrXrs2aNaZbGj5qKA/9tdS+fRKZtwEkSSInJ4d69erx119/mUzR3bhxYxlKVnmRlJTE0qVLLSKc8Pb2plu3bowdO5ZVq1Zx5coVLaFJZarvVqlUxMXFMWDAAPz9/alVqxZDhgxh5syZnDx50qpr5efns2PHDm1U/vz58yxZsgRRFBk+fDgvvPCC1YY8PNFfq+Foxutv7nglQceOHblx7oZFxFvFTRtvUcuL3R93ZeeYrnRr5M/OMV3Z/XFXiw15Um6ycdUik2nai3suNsjubMtIeOEobOSoSJbNX4bilIIxC8bozUNZ9ph3snOyqnWbOZZsUxkFu6J3GY7+Fed9MMCebwkaN27Mjh072LJlC7GxsYSEhJCZmcnOqJ0GDXkwHZ0vXDqyM2qnzQkUNetvSVqEaWBKtwJcAwh/PdxsxsPtjNsWRXH15O23SZ1VoWlnmJuHbNASxNGnHxDkmWeS33Rjk9l3sbaPF5+3nG3w2MDAN5lw+jOLno2puW4X0I6fzv1kNrtBE8XfeHAjffr0oWfPnuzZs4fc3FxkMhlVq1a1OttCV9+SH3QCKGkkvbRLeirC/mHu3Lns3r0bPz+/8halUiIvL48zZ87QqVOn8halzFES/d25cyfDhw83P7CYqDyWTgXGkiVLaN26tVlyA4VCwfnz50uVBOFRgb+/PwcOHOD999+36ry7d+/Ss2dPvv9ezRpbUVK6LIWuvLdv32bDhg18+umndOjQQdv+yxL8+++/ZGVl0atXL0Ddus/f35+///6bt956izVr1qBUKq0y5B8H/b1x4wbVq1e32nliFL711JHDQUv0PzdAFlaZ8fTTTxMZGUlqaqrJcSVNG6/p7aIlu6vi7khNbxfLBEy5iWJ6K85vXUhmnqRO09btkf4gXdvT0bPE6cvFwdBhQ/F7yo/krcl686AxJAqnbtu6znR39G7CNoWRnpdusYFoqk7anGEy68wsw+n3xt4XUyiBQ0wQBPr378/FixfZt28fLq4uTDk0hbvr7lKQVmDwnJlnZhrU08LpyVNPqTOibOUEstX6q3luhY1UXVb7u1l32R+73yJD1upyFN96an4FXdRow57MW0aZ5GeEzNCTL0ph2sDU6LOfp4odL5xg/6DTXHjjAvsHnebv/scIv38AKPmzsYQNHtQBn9rba/Nitxe5desWf/75J4cPH9aL8lnruCvM6QDqZzDrzKxitdnUrM2FodtRoSSoCPuH6OhovvrqK0aPHk3btm3LTY7KjPPnz5OXl8fTTz9d3qKUKUqqv9HR0fz++++llin8xJgvIY4fP87o0aPp1q2b2RR/BwcHnnnmGRwcHMpIusqJrKwsJEmic+fOuLm5WXzerl27aNq0KQcPHixF6coWKpUKURTx9vamcWPLo3B79uzBz8+PFi1acOvWLZKTkwkLC+OHH35gyZIlREREYGdnOVEOPB76m5GRQUJCgm25F4xsXh8VQx6gc+fOABw7dszkOFvU+hYLeRk4yOGZ2nIcDD3aB9HdsoyE62Jv7F58R/hS55M6RSJhevWwpdDesDjM/eZqdE3N43tPvUdCVoLx6J+h9+X1TaXqELO3t6dNmzZqA+lyNPcP3ufap9dIWJNAQaq+UR+fGW8wSmqobhpsV3dsi/XX2HMrTseEEkVxNU4bgA/OIvoEmazfn3d2XpH5NdUdQVefq3s56TkALyuO2qwm3GQ2S0Ii605FcaLxeC7230yHph1YsmQJly5dYvDgwUUc6dY47ow5RUVJ5HbmbWacnqH3uTW8BoWh21GhJCjv/YMkSfznP//Bx8eHiRMnlosMjwLatWtHfHy8tiTpcUFJ9dfFxQWVSkVBgWEncUnxxJgvAe7evcvgwYNp164ds2fPNjveycmJRo0alXvNUEXH6NGjeeGFF7QerEuXLrFy5UrOnTvHvXv3iowXRZHx48fTu3dvUlNTK1003hzs7OwYMWKEVYvIvn376NGjB4IgULduXd58800WL17M33//zcKFC7G3f0A4ZEV7kcdBfzVMpTb/joU2r4+SIQ9Qr1499u/fT7du3UyOs5WxbC7KVASO7jjZCTTyk+NkZ8BgeBDdtUX6srXQbMwdvR2RO8tR3lcyceNEREnUN0zOzFK3aQObkidaS3hlifFvbB4jhkewK3qX+cyMwu9LvW42dYjdTs3WdkBIzsjjdmq29jl4NPGg0bRGVHm+CqmHUrn26TVS9qZozzUVJTUUVbYVgWJJ119Tz81aw9wmxIy+9eDbdPCtZzbCHZ0RXWR+jclnSp+tdVqYWmeKZLP026TN9Fl2NIppK1Np9lMWKye8C/Na8/X7rzJy5EiTTnRLiezMdSFYc2UNSlGp/c6WOOsa+zQ2Siy4uOfiEjsyy3v/kJKSwp07d1iwYMET0rsSolq1alYHgyo7Sqq/zs7qNq6l1Q3qiTFfTEiSxJAhQxBFkfXr11tkaCmVSg4cOIBSqSwDCSsnrl27xsqVK7WGKMCGDRu4ffs2hw8f5q+//uLGjRt652zdupVp09SkOZWF7M4aKJVK3nrLNNlPYWzfvp0ff/xRO4edOnWifv363L9/n379+jFunJqYypo0+8dBf/Pz8wFwdDTft9xq6GxeHzUIgkC3bt20P1jGYAtjuVjMzb71UP7nJAd8hqHU7VVfAcodChtSt3+9zfEpx9l2ZZu+YZJ5mzXuOplKNmhvWJKILFgf2bQqM6Pw+2Ijh1hEXBqhsw7Re84h/rmaRO85hwiddYilZzdrn4PcVY7/QH8azWjEmx+/ybp31e3Ofg3+FSlGsihKqnvcFtH5kq6/xp6bKIlMOVmUI8CUYW7pc7TU6WZJv3NDmB+uL585fbbEaaGR2dQ6Y9BAzsvgWJyS7iuyaLcki3N3VSzq58SIlmrHuTluB0uNbmPp8LooEAtYeWml3ncG87wGinzDKcQZ+RkldmSW9/7Bz8+Ps2fP0q9fv3K5/6MApVJJy5YtS5WVvaKipPqrsRE1e0xb44kxX0wIgsC4ceP4888/qV69ukXnZGVlceXKlceqN6O1+O6776hWrRrvvvsuoO4QkJ2dzZtvvsmoUaPw9/cvkno/ffr0SteSzlLIZDLatGlD06ZNrTrPx8eHwMBA7d9ubm50796d119/ncaNG2tJGq0x5h8H/dUstI9yKUFp4cKFC/Tv35+0tLRSu0dxUsI1yHIK4Eqyiizd39JyLncwZAhWe7UaBfcL+PDjD5l3dh6yB8cESWKynw+7XB44TGzQ3rC4Ednitu0rcWZGCR1it1OzGbrkOLkFKtKyCxix7BRp2QXkFhQw9+y8Iga5vYs99zrf4+ln1PWhc+fOpVOnTnTo0IHVq1eTl5dnUd20LQgUS7L+mnpukSmR2pIAvXNMlL5Y8hytcbppnHyaHueWtsuLUujLZ0qfLckm0Mi8M2qnyXVG10C+kXCDVUdXgaM7dzMlsgok1r/kzNXRbrzTxgFHTSaQo7tJ54alRrexdPjC2Hhjo1VtNku7DWZ57R9UKhXvv/8+ly5deuyiybbG2bNniYiIwNfXt7xFKXOUVH+Dg4OZOHGi2YBHcfHEmC8Gzp8/jyRJ9O/f3yoSCDc3Nz766COr6sAfJ1y6dIk1a9bwv//9T6vwP//8M9WrV+fjjz9m4sSJ9OjRg4CAAO054eHhHDly5JFLrddAkiStY8NSfPnll3z22WdAUQLA3Nxcli9fTkxMjNWyPA76265dOw4ePEjVqlXLW5SiKIV6aVvC1dWVbdu2lSpnRUmiwm5ubnz0+be4fXJa/UEFKHcwZAg6VnMkYGgAMbtiuHDoAuKDY9IDx9tUX2/0ttXFZHMvzubdpPFvgX6WRxmDLhzt5Dg7yBEEAdWDDA2VKCFzuovgkGw20rxixQq2bt2Kh4cHr732GrVq1SLtWprZqLItOCFKsv6aem63M24bPW/UU6MMOljMPUdA3xi+d92obugauObSxwsjwDWAht4Ntd/JlD5fTrlsMpvgcsplrczTTk8zm6qfG53LneV3uPrxVcaPHY/oE8SAn85z/O/feTHYHrnsgRwPsn92Z9w0GenXNboBppyaYvAdtDSLIVoRzcwzMy121pU2n0l57R9mzJjBggULSEpKKtP7PorYu3cvbm5ujyV5YEn1t0GDBnzxxRelpv9PjHkrceLECdq3b8+SJVaw7T6AXC7n+vXrj2wUuaSIioqibdu2vP322wCcOXOG1NRUPvzwQ9atW0fdunXJyNDfuM6cOfOR9LbK5XIcHR0ZM2YMb7xhvFeuIfzxxx/aefrnn3/Yu3cvGzZs4I8//iA3N5dGjRoV64ftcdBfb29vunbtWjpp9iVByk11FBZsWi9tS9StW5f69euzc+fOUrl+SaPCWv31b1hhyh2Mbcx9uvng18aPhFUJSEr9zXWSnR17XHS8+8Vkcy9OKyyjxlIp1fPbGlXcHZn+UgutIa+BMieA0U2mGzxHN2NAJpPRr18/9uzZw+XLl3n99ddp1rQZHap14O3UtxknjGPeM/PMXqc4KO76a+q5zQufV4SRPtAjkECPQAB2xewqlqxFnG6/dlEfKKQbutF7S9LHC0PDug/m9VlCMp5N0PF7YjNitTInZSdp56vwOrNo5yL2fryXG9/eIONcBn59/PAa6sXemL0IfvURahYydGq0QfQJsijSL+q46ZKykwwa/tZkMay9srbo+UacdaVN/lke+4eTJ0/y5ZdfMn78eLN8Lk9gHjt37qR79+5azqXHCSXV3/v377N161YyMzNtLJkaj54VVIqIj49n4MCBtG7d2moDC9RR0dOnT9OpU6dHmkSsuOjXrx99+/bVpn7Hxsby1FNPsWzZMurWrctrr72m1zc+ISGBtWvXPlI13DKZDBcXFz766CM+/PBDqlSpYtX5cXFxXL9+nUmTJgFw5MgR4uLiCAsL4/Lly5w+fZrRo0cXK/L8OOjvhQsX+O233/j2229xcbGw7VlpI+Wmuj5aF5q/K4BBqos+ffqwZcsWJEmyqoTDEhRuxaQbZQoNDDV7fkXUX10G60DPQO3nkSmRDM4cjJfCC8EAYd9MHy969pqDrGbbYuuAZvM+cvfIIscMbd6NpfeKiERl3uaKgz3B+Q+Yeq9uh0bPVzj9TM7IY9z6COQyQc+gl8vkLN4tY/+Y01rmc3No3LgxM2aoWcMlSWLfvn1s27YNNzc3XnzxRYYNG0a3bt0scjZHp0frPX9DKK7+mnpuhT8XJf3PrHm/dK+hcbqJiMgQmO/tRY/sHLXL4MHaVdjABSxKH9eFhtW+R50eZvU52DcYmSDjQr9Nahn+euehzC3zCbuwSCszPCQxVOYpObf3HGOvjGXGZzPYmLgRBz8Hqg6siltzNwS5oDWQe9TpgUzD7TCvtTb7Z0/0riKRfs2c6jpbCjsipp2eRmhgqMGMFUvS7QvEoszZus66YN9g7eexilhttkVpoKzX3/v37/Pyyy/TunVrbaviJyg+0tPT+ffff5k/3zqH26OCkupvZGQkL7zwApcvX7aqM5WleBKZtxC5ubkMGjQImUzGhg0bihW5KygoID8/v9RaE1RmLFy4kISEBK0BcO7cOVQqFR9++CH+/v7ExcUVmbdFixY9MoR3giDg7e3NxIkTuXPnDhMmTLDakAfYv18dpejWrRv5+fmoVCqUSiXNmjXjyy+/JCcnh+rVq9tEf61mFK8EuHr1KtOmTSs1khKroYnI62w8AZvUS5cG+vTpQ0xMDFeu2LbFnC3qOSvq+muotrixT2OWD16OUw0nxHwRxRl9Yqp4e3v2yvJLZCxbm/JuMnKXkEjjfJ153f1lhdTPPKWKnHwVkiRp06DlMgFJksjJV5GnLF65liAIbN26lVu3bjFu3DiOHDlCaGgocXFxgLrHsLFSMEtry4urv6aeW4BLgMnIbnF6jBdJ6UciysGevYW4HvZcXKVn4I49OJZRT42y+D6g3zZNo88zQtQOlhkhM/T0OVYRa3Q93bNrDNFZdx7KXCCiCFcQtyiOKx9eIe6nOFb/sZrIlEgShARqf1Ab95buCHLhwXcslM2iw+1gLqPIFOdCUnYSkSmRBr+7Jen2Y9uMNfh5YWddsUhFrURZr79XrlxBLpezbt26Jxw4NoCHhwdnzpzhpZdeKm9RygUl1V+NbVNaNosgPQLWkEKhwNPTk/T0dLO93ouLOXPm8Nlnn3H48GHatWtX7OsolcpHMi28JDh+/DidOnVi9erVhIWFcfToUQoKCkhJSaFt27acO3cOV1dXwsLC9M575513WL58eaWPzAuCwKxZs3jnnXdKHA0ePnw4Fy5cIDw8HFB7p3/55RcyMjLw9fUlOTmZH374odiRU43+7o7ezdiDY5kRMsOqqE1Fxx9//MGQIUNIS0vTkgSWK+LPweIQ48ffPQjVW5aVNGaRk5PDX3/9xQsvvGDT9j+RKZEM2TbE6PF1/dbpRZmMoaKtv6IkErYpjGhFNEGeQWwK21SEKb3pf5tyZeEVar1fC892ap2UIVDHM7DI+DLH5W2w7lXjx4eshiYViz06Ii6NoUuO4+wgZ/pLLRi3PoKcfBVr3ulIi1peNrmHJElERkbStGlTJEmibt26ZGVl8cILLzBgwAC6d++Oi4uL2edfGLbUX3PvlC4sXec13ydGEaPfnk+SqFOgZNOdBGSACIQ17UBsdqJeanmgRyCbB2xGJsiMXqswFvdcrHU+GZtP7e/VUx8QuvlTfZmBsBrVuJUvkJ+qxKmWE3nxeVz/4jqONRzxbOeJZ0dPHAMcWdt3LZkFmUaj/+0C2hV5fruidzHu4DijcypKIqfunjJ4TYDpIdPpFdjL6PcvKazVwZKgrNffirbeP0HlRkn06dixY3Tu3JmLFy9aRWhtqX37JDJvIUaPHs2///5bIkMeYP369TaS6NHBl19+SbNmzXjllVeIjY3l+vXrXLt2jd9++42FCxfi7e3N888/X+Q8X19fm6fyljXkcjnDhw9nzJgxNknr/uabb/j5558B9YbSx8eHESNG0KdPH1588UV++OEHwDoWe12sX7++RIziT2AlzNVDF7NeurTg7OzMq6++avM+vraq56xo6685Qr/IlEjkHeR4tPfgztI75N7JBR5EO21ASlVcVOasnBa1vNj9cVd2julKt0b+7BzTld0fd7WZIQ/q9VV3w7ZmzRpGjBjBoUOH6N+/P76+vty8eZM9MXu4majOXrCE0NGW+mtNO7h54fMsWueN1q0LAlEO9lxxUNfa7nFxJjo7Qc+QB3Wa/ZrLa0xeqzB026YZep/0fq9ubdTeUZIkzt1VMe64kv0z4oj88ApxC9WZFI7VHWkwuQENJjbAf4A/jgGOLA1dShPfJlZls1iSUSQTZLQLaGew/l2GjJ/O/VSqv7ElIRW1FmWx/v79998MGTKEnJycJ4a8jVBQUED37t05cOBAeYtSrqho+wddPDHmzWDXrl3s378fuVxO69atS3StjIwMLl26VITE7XHGgQMH2LdvH99//z0ymYwmTZrw8ssv065dO/r27UvDhg1p2bKlQcINPz8/RLFyG5J2dnZaA9sWqFevHp06dQIeGux+fn506tSJGjVqlOjaGv3dfGlzmf34lzU05CYVpjuCpv5yUCHCzQrQH90YYmNjGT58OPHx8Ta7pi1Y0Cva+msJod/tjNsIgkDNt2tiX8WemNkxKBXqTCRbkFIVB3opuf5NTA82d7ycUNPbRVsbX8XdkZrepcePIQgCHTt2ZMqUKVy9epXLly8zdepUAoMCmR8+n+hp0Vz99Crxy+L5fN7nxCcYfm8u3r5oU/0t/E6t67fO6NhoRbRFjiNLSjHEgYuZX7el0fT+yacmsyt6l0XOBl2j2Nj7tDt6t9opIElcvXWLRc3Gw6AlHLutotWiLBbtz6a1Xx2qv16dOp/U0V5bY8BHDI8odrcFS0kmS5tJ3hhKSipqDXTX39JyBl66dImhQ4eSm5tb8UhsKzEOHTrEP//8Y3MnfWVCSfcPjo6ONG7cuGK0pnv22WcRBEHvny6znyiKPPvss8jl6tYvXl5ebN68We8aO3bswMPDA7lcTvfu3fWOrVmzhqpVqyKTyRAEATs7O2rXrs3Vq1dL8BWLj0uXLvHSSy/ZjPDB3t6eNm3aPJZMkMbw1Vdf0aZNGwYMGKD9rEqVKjzzzDO88sor1KtXj2rVqhk819fXt+IYXcWATCbj008/pWbNmja53qZNmxg7dmyp1eTY29vTqnUrllxaUiY//uWBunXr8s4771SsGjvfeup+6Loo5/7opuDm5saaNWv466+/ylsUPVS09ddcj3dRErVM4zJHGUEfBSHkC3xo/2GZtXIrjCJZOT5BaqdSaCGHZOgPFdbZVJ4QBIHGjRvzwQcfsDd2L9GKaPxf8Mf9KXeyrmdxduZZalSvwZEjRwA1IefVq1fZFbWLITuGIK8lLzX9NVlbr9MCzhQMOt36beJCVCwdcvOQAVfcvYnOumMy4j715FQA7bWMORp0jV1D79PVW1cZ88MYbi+8zdWxV7k2/hpfT5iNWL0V7WvIWT3Cnfvj3Tm4aTOtw1rj4OuAv7M/oE6DL+k7ZmlGUWkzyRuDuTXIltCsvwfjD5ZKfX5ycjL9+vUjMDCQVatW6ZElP0HJsGHDBmrXrl3igGZlRkn3D61bt+by5cvUrVvXxpKpYbW2Ozo6EhERof138eJF7bG+ffty8OBBxo4dy19//YWHhweDBg3Si9C8+uqr9OvXjxUrVnDixAkWLFgAqA1nTXrm6tWrOXjwIFOmTMHX15f79+/b4Ktah3v37tG/f3/q1KnDihUrbHJNJycnWrVqVWGYlCsC5s2bx4IFC8jMzCQyUp/oJSAggD59+hg919fXt7TFK1V4eXkxfvx4m11v/fr1HD58uNRKD5ycnMj0zyQuN65MfvxtDUuiAa1atWLx4sVl3gvXLDQReqjwRpKPjw+hoaGsW2c80lceqCjrb3R6tEXpt4U32nZ+dtT9oS71epffszeYkutbT81cr4sKyGRvDUq7jED3+bu3dKf669VpMKkBTWY3ofXY1rRo2QJQl6A1btyY/k/1J3ZuLCs3r+TqtdIJbmgM8ekhRVv06baAsxqF1q7GQT3MRtyTcpLYE7NH+7c5Y7eeRz0mb51M+vF0EtYkaAkjc6NzubbiGnlJeXi196L2mNpUea8KezOj2P/ST/wYUoeDQ35iT+ath23pctRtW23hpDbk3NAQ9KXnpWsdBbbIPLIWtiAVtQZOTk60aNmCRZGLANuW6OXm5hIWFkZOTg5bt259rCPItoZSqWT9+vUMGTKk0pe1lgQVZf9gDFavEIIg8NRTT2n/NWmiTqMTRZHdu3fTu3dvpk6dysCBA7l48SKiKPLppw8JR/Ly8njuuecYNGgQHh4e2n7Xq1atQpIkLl68yNChQ+natStjx44lPDxcmzZcVsjPz2fw4MFkZmbadGFQqVTs37+/UkeTbQVRFFGpVLRs2ZJ27doxf/581qxZw7Bhw9i0aZNF16jsxvykSZNspluSJHHgwIFS7aVaoCxg5pqZFCpzLLUff1vCUrberKwszp8/T15eXhlJZgV0GJIrOl555RVtW8SKgoqw/mr0cPnF5SbTaiNTIg1utB3cHZh/bj6LFi/iyy+/LEvRTafkViJnkzmUBbO3sbRquZec/Ob5xOWp35uVK1cyaeUkvHt6gxxiD8Syeu9qANauXUtISAijR49m4cKFHDx4kHv37pVILnMG3q20W8W7sM7apTFcTaX1A8w8M1P7m6I55/zw82zvvp0Z1WZwoN8BLrxxgb2/7sXb25sDHx4gbmEcitMKClLVjNNuT7kRvCCYel/XI+CVADxaeWDvas/88PnMva6+/7wbf+jptQal4aSuSHwzZZ3ar1KpmPfHPKLSogDbzq+joyM9e/Zky5Yt1KlTx/wJT2Ax9u/fz7179xgyxDKyzEcVJd0/7Nu3Dy8vL27fvm1jydSw2pjPzc1FLlenetWuXVtLiHDo0CFEUWT48OHasR4eHgQEBHD8+HHtZ+PHj2fkyJG4uroiCAKff/45oK71Bfjiiy/KvQ46ISGBxMRENm7cSGBgoM2uq4k+Z2Zm2uyalRV//vknLVq0ID09ncjISM6dO8eECRP45ptvOHbsGL/++qtZlno/P78ykta2EASBBg0a8Pbbb9vsmjdu3CA+Pp6QEBPM5yXE2biz3Ll1B1Wu/mJW2nV9JYU1G6hTp07RokWLCmWEVkaEhYXh6OjI2rVry1sULcp7/dXVw003NrG452KD45aGLkVAMLnRvpV0i4kTJzJ37txSl1sDsym5lcjZZAxlZWxZmlbt7uHOv27/EhAWQK33auHd1ZvzVc4jSiLe3t4EBASwf/9+Ro8ezbPPPssHH3wAQGJiIsOGDeOrr77i119/Zf/+/Vy/ft1sCZY5Ay9sc5jNnBzG5kCVoyI3Ppdrp65pdev999+nZcuWuLu7U7t2bXr16qUtRWjbti3ffv0t89bNo/H8xjSa0QjfHmpHv8xehsyhECkdIlGKKGIyYgA1H4CuXmtQnLZ85lCWZHPmUNap/YoMBVv+3QJqDk+blOhJkkR4eDiCIPDdd9/Rvn17G0n7BBp069aNffv2PdYp9lDy/UNWVhbp6emlxuVgFdVj9+7dadeuHR07duTmzZtMmjSJ5557jitXrmjr2hs1aqR3jpeXF8nJydq/v/nmGz7++GPu3LmjjeoDjBw5kmXLljFr1ixmz56Nr68v7du3Z8qUKTRr1swi+RQKhZa6PyMjAzs7O5ydnRFFkYyMDFxdXbGzsyMvL4+8vDzt2MzMTORyOc7OzhQUFODl5UV4eDjOzs7k5+eTk5OjbVOVlZWFIAi4uLggSRIKhQIXFxfs7e0NjgVwdXUF1J6dkSNH4ubmRkFBAdnZ2Xh4eCAIAtnZ2UiSpB2bnp6Os7MzDg4O2rHu7u7IZDJycnJQqVTaVGCFQoGjoyOOjo4olUqysrL0xiqVSm0EWKFQ4ODggJOTEyqViszMTNzc3JDL5eTm5lJQUKAdm5GRgb29vd5YzRzm5uaSn59vcA7NzXdaWhpfffUV9erVw93dnRo1avDyyy9z+vRpnnrqKXr37s2JEyews7MzOd+l1YawtCCTyRBFkaCgIFasWIFSqSQnJ8fgfFujs6IosnPnTmQyGc8880yRsdbqrLGxzQOaM+uTWUyOmwyAmPcgauIoY2noUqrJq5Gfn29QZ7OzsxFF0WKdLazfGp3VjLVGZ4/eO6rerOWL3Lh7g70xewkNDDW4RmjYbxUKhd56Yki/izOH5tYIQ+99ZVwjPDw8WLFiBS1atNDqvzVrRGZmJjKZTN2+qwTzrTuHbm5uvPnmm3qpgtbMt7U6W3jsvyn/PtTDxBtk5Gdw4Y0LBufQxdWFpaFLeWvbW0gqCbnzA2LGHBULey3kmcBnUKWpGDNmDO7u7owYMcLsGmFqvs3pbFZ2ljZiq8pTad97QRKYdXQWIdVDcHRwLJHOlucaoRn797W/uZl4E7mznKj0KLZc2kKver2s3keY09mc7ByaezbnwhsXDM53hiIDT09P9sTs4VayOhouc5Lh092HGEUMO67voG+vvnTv3p3s7GycnJy4efMmubm5ZGVlkZaWxu3btzl48CAJCQlIkoSnpycxMTG4u7szePBgMjIyqFKlCtWqVaNKlSr069eP+g3q832T7xm7ZSyCTMDO0w6ZkwxBJuDv6k+KlML8c/Np790eJ0cno2tEXl4e9vb25OTkIIoi7u7uJCUlcfHiRe7evUt2djapqanUqlWLwwMP8+K6Fzny7REK0goQcx4YdwLMaDKDZ2s8i7OzM+3ateOll16iRYsWNGnSBD8/P7Kzs+nVqxc9e/YkIyOD91ze09PZaznXGLl7pN5vlSRJ+Al+pChTwA4kpYSYLyJzVnM16Y6NSo9i84XN9G3ct8RrRFZ2FrP/nY0MGSIiUq7EnFNz6FGnB6JK1Btrjc6aGmtKZ2WCjKbuTTn58kmbrBHm1uTDdw8jf1qOZCchZotIzuqOHNuubOO52s8Va40YO3Ysc+fO5cqVKwQGBpbJGlF471tcW6My7SM0/GaVzdaw5T5CpVLxn//8Bzc3N4vmsPB85+TkAOrM77y8PIt/1yzNErXKmP/666/1/n7zzTepVq0a48aN07YOK0w6YcgT7OHhYdAQO3r0KNevX2fBggUcOnSI3bt3s2PHDtavX8/gwYPNyjdr1izatm3LoEGD+PnnnxEEgTZt2tC0aVOmT59Ow4YNCQkJITo6mn/++YcWLVoQFhbG4sWLyc/PR6FQsGvXLjp37kzTpk3p0qULiYmJ7Ny5k1atWtG3b19WrFhBRkYGLVq0oHv37kyYMIG6devyzDPPoFAo2LRpE61bt6Z3796sX7+epKQkWrRoQd++fZk0aRJKpZLhw4ejUqlYt24dLVu2pFevXmzdupW4uDiaN2/OoEGDmDRpEjVq1KBjx444ODiwatUqmjdvTmhoKPv27ePGjRsEBwfz8ssvM3XqVPz8/Gjfvj3e3t788ssvNG3alB49evDvv/9y6dIlmjRpwtChQ5k5cybu7u60b9+eGjVq8PPPPxMcHEz37t0JDw/nzJkzNG3alJdeeom5c+fi4OBA27ZtadCgAbNnz6Zx48Y8++yzXL16lSNHjvDUU08xcOBAFixYgCiKtG7dmhYtWjB16lQaNGhASEgIcXFx7N27l5YtW9K/f3/+85//cO3aNT744ANOnTrFF198QX5+Pm3btmXnzp38+eefhIWFkZ6ezm+//UZ6ejotWrSgZ8+eTJgwgaCgIJ555pkKw0ptDoIgIEkSnTt3pmrVqvTu3ZuqVauya9cuTpw4QfPmzXnxxReZP38+dnZ2tGnThsaNGzNz5kwaNWpESEgIN27c4NChQ7Ro0YIBAwawaNEilEolrVq1om3btpw9e5ahQ4dy584d4uPj2bVrF61ataJfv34sW7aMzMxMWrZsSdeuXbU626VLF9LS0ti8eTNt2rShT58+rFmzhpSUFFq0aEHv3r2ZMGECgYGBPP300+Tn5/P3L3/zRf8v6NWrF5s2bSI+Pp7mzZvToVoHxo8fT82aNencuTMymYzff/9d+9x2797NrVu3tLo1efJk/P396dixI25ubixfvpxmzZrRo0cPjhw5QmRkJMHBwbzyyivMmDEDLy8v2rVrR0BAAAsXLiQ4OJjnnnuO06dPEx4eTtOmTXn55ZeZM2cOTk5OtGvXjqCgIObMncPenL0UBBaQcyeHnJs5fH79c7pM7GJwjdAwjR49epQ//vijyBrRqlUr2rdvz8SJE6lfv77N1wjNfHfu3LnSrxFubm6sWLGiWGvE0qVLycnJoVWrVnTu3JkJEyZQr149unTpQkpKCtu2baN169Y8//zzrFq1irS0NINrRHZ2Nhs2bKBVq1b07t2bFStW4OHhQfPmzRkwYAATJkygTp06dO7cGUmSWLt2LS1atCA0NJTt27cTGxtLs2bNGDx4MD/++CMBAQF07NgRV1dXli9fTvPmzenRowcHDhzg2rVrBAcHM2TIEKZNm4aPjw/t27enSpUqLFq8iL25e1HWVZJ5M5P82/l8fv1zuk/tzqxZs3B1daVdu3bUrl2b+fPn06RJE7p168Yk/0l6a8T06dM58ecJlG2UfPzxx+zatYu3334bURSpVq2ayTVi0qRJNGjQgK5du1q9Rvy69lfOiedwb+5O2ok0VJkqnGo54dbcjVPrTjHh9gQGhw4mPz+f9evX06pVqyJrxMCBA5k4cWKFWyPmzp1L48aNCXk2hO9XfM+98/dwrOWIV1svPp/6OVebXqVt27YW7yNstUa0atWKlaqVpP2bhjJD3f9ccBbI+ieL/zv3f1QdVRVJlIqsEVu3bqV58+YcOnSIzz77jKpVq1K7dm2ys7OZMGECzZs3p1atWhw/fpzr16+jVCrJzc3l8uXLtG7dmjNnzhC1KkrvN+ypjk8R6R+JzElG5OZI/CV/7OR2ODg4aNtRBgcHM3fuXC5evKiXijp06FBatWrFjRs3WLxYnY0ik8nw9vamY8eOHD13lMsZl3Ft6kp+Uj4yZxkuQS64NHTh9JrTTLo3iZEjR2rXiIyMDKpWrWrxGnFkwBG9NUJqIDHioxE4VHHApYELUr5E+ul0nGs74/aUG+mn0lEpVDjVdMKzjSfjvh5HXPc4nn766RKtEXPXz+XMP2dwquGEZwdPkrYnkeKSwhxhDn2f6svixYtp2rQpzz33HCdOnOD8+fPa9cTUGnHhwgWb7SNKskaY2kd8P+F7dqXvIluVjWNNR9JPqefbo7kHX83/inD/cO3vhKVrxM2bN5k1axZhYWHcu3eP3NzcUl8junXrxqVLlzh+/Lj2d7g4tkZl2Ud8//337N27l++++45hw4ZVOlvD1vsIFxcXxowZw4YNG0hMTLRqH6EpgZozZ452vi3ZR1jaslqQSkh97evrS0BAAD/99BPdunXj999/Z+jQodrj1apVw8XFhZs3b1p97czMTPz8/KhRo4bJ8xUKBZ6ensTFxWmZwa31lp0+fZrevXtrF0NXV1ebe8sSExNZvnw5Y8aMQS6XV9qoW0m8Zbm5uTRo0ID27duzYcMG3nzzTYYOHcrFixc5ePAgAwcO5IUXXtDWw5vzlvn6+lZYo17T7eGtt97ik08+oX79+jbxqINto26W6ndGRgZz587lk08+wdnZuVJE3TZf2szXZ75GkAmI+aI2yjkjZAadfDsVWSNu375Ns2bN2LNnD+3bt6/0HvXyXiOmT5+OUqnk22+/LffIfF5eHrNmzeLdd9/Vri9lFZnfErnFpB4WN+qWlpbG9OnTGTt2LG5ubiVeI5IKkqjjUcdgZN5YlHNOpzk8E/RMpY/M743byyd7PimSCTHl2Sn0b9y/zKNud5R3GLJtiHa+EeD+vvt4dvJE7iZn/YD1NPBoYPM1QqFQEBsbS3JyMiqVipzcHGZemYnCV4FKqSL9WDoeePBa8GvIZXLkcjnvvfcebm5u/PHHHyQnJyOTyfDx8cHZ2ZmmTZtqnQnp6enY29tTtWpV7O3tyc3NJTcvl6vZVxm5eySqXBWCTEDmIEMSJeZ0nkOXul1wsHewyRrh5OzECxtfICoxCsFBQLATTEbmAVTZKn4f8Dstq7Us9hqBAP3W9SMmPQaZk0yrWzI7GXX96vJn3z/Jyc4p08h8cdeI4uwjTkafZMTOEaQeTMU7xFs9vzrzvaL3CtrWbmvxGrF48WLGjh3LZ599xnfffVem2TuPU2Q+JCQEQRC05dSVydYo7hphbB9x//59Vq1axfvvv48oilZH5n/77Tfef/997t+/j5OTk1WReX9/f9LT001mI5fImFcoFHh7exMSEsLevXuxt7enV69ebN++XTuR7u7uDBs2jNWrVxfrHgEBAdjZ2ZkkDdAY8+a+rDHcunWLDh060KRJE/bs2VNqNQ0KhYKZM2fyySefVLoUcVvh4sWL9O/fn507d+Lt7c20adP44osv8Pb25vbt26xYsUJrLFqCN954g9WrV1dIUkFBENi4cSNhYWGlep/4+HiWL1/Oe++9V6qkgJVNf0VJJGxTGDGKGL0aUBky6njWYVPYpiIswfHx8dSrV48tW7bQs2fPshb5kcMXX3zBTz/9RHx8vPaHr7xQXvprTA8B/J392fPSHpuwVcfGxnLlyhVCQ0OLdf7u6N2MPTiWGSEzCA0s3jUqK4qzVpSFTKfunmLk7pGA2vi7t/Mefr39WBa2jHYB7cpEpl3Ruxh3cFyRzyujnkSmRDJkm3VEXktDl5Z4rs3dd12/dQT7Bhf7+hUdoiRy4PoBXhn/Cn69/bTOMrB+frOzs2ndujWDBg1i4sSJjzXDemni6tWrNG7cmFWrVvHqq6+WtzjljpLuH+7du0d0dDRt27a1+r6W2LdWGfNt27bl9ddfp1WrVly/fp0vvviCpKQkjhw5wtNPP02fPn3YuXMn48ePp2PHjnz88cfExcURFxdH9erVTV7766+/5rfffuP111/n6aefRhRFfvrpJ/7++2/ee+89Fi5cWOIvawh5eXm0bNkSlUrFsWPHKj1DemWASqVCLlcv5nv27CEyMpK2bdsSHh5OUlIS33//vcXX0qR9RUdHVziDft68eYwePbrU77N69Wpee+017t2790R/dfC4b6AqAqKjo6lbty5LliyxKeFjZYI5PVzbdy1N/ZqW+D4ffvghCxcu5I8//mDAgAFWnasxZqMV0QR5BpWL8WoM0enRBHoGluo9bLlWlIW8ZYWK6OQoCQo7SAyhNJwUpu4b4BrAjkE7sJNZVfVabFRm/czKysLV1RWFQoG7u/sTQ74U8cknn/Dbb79x+/btUgtwPoF5WGrfWrUKJyUl8cknnxASEsK7776LnZ0dmzdv5umnnwbg77//JiQkhOnTpzNo0CDS0tL4888/zRryoCbXc3JyYvLkyfTu3Zu+ffty4MAB3n77bZOGfEnh6OjIF198wd9//10mhtCaNWtK/R4VFVu2bCE6Ohq5XM6dO3c4f/48PXv2pHPnzkRHR+Pn58c777wDGOZaMAQ3Nzc2btyoJS6rKPDw8OA///lPmdzr8OHDBAcHP9HfQihrtt4nKIrAwED69OnDggULylsUoHz0t7FPY6PM9QBxGbbpnDBjxgwGDBjAiy++yO+//27VuRWJZVsXZdEmDmy3VpS2vGWtv2XdvswUotOjS3wNTYu7iOERBHoEllmP9cJ95KeHTNceu5t1l/2x+/+/vTuPi2n//wD+mplW7SiRVFLSos0uokL27dr3LNfl2q7tcq/94uLacuVS9mzX/rso4UvZLiGpREmRCommVU0zn98ffWe+DaWpZubM8nk+Hj1ozumc95ze8+l8zmeT6vkqk8ZNk9vnqSq1zV9CCFauXIl27dqhsLBQ1IWZkg0+n4+///4bkyZNohX5CupS/h4/fhy///67FKMRV6Ma0OvXr7+5nc1mi8ZW1FS3bt2QmJhYq5+tDYFAgLCwMPTt2xfjxo2Tyznz8/ORmJiI/Px8qa0vriyys7MxZswYfP/991i9ejW2b98OQggKCgowceLEr7rx1KSgdnFxwa5duxAQECDtsGstLy8P9+7dQ6dOnWR+rlu3bsHLy0vm56kufx8/foy4uDgMHz5cIf4AVLyBqokuXbpg4sSJatuSLG0zZsxAv3798PjxY7i5uTEWB1PlL5vFRl5pnthrLLBAQMBmsREUG4Se1j3r3MKpqamJo0ePYsqUKRg7diwKCgowbdq0an+u4vrxAghES0b5Wfkx2ur65TJxsoyntmVFRbKOl4n8FT7kqKxFWZ4PRKU9BET4kOJLFR9SyKrXFhOfN+H1M9U1BSD7z1Nlapu/AoEACxYswNatW7Fu3TrGh2upAw6Hg/j4+GqXh1YndS1/r1y5goSEBPz8888yiK4W68yrigULFmDAgAGIj4+X2zk1NDTg5OSkcK3I8rBu3Tqw2WwsWbIEFy5cgIaGBjZt2oSpU6ciNDQUV65cqdPxFe3hiIaGBs6dOyfz8+Tk5CAhIUHmlfmUlBQsX74cr1+//uqhXklJCX799Vd4enpi/PjxsLOzw6lTpyTuXaFoXr9+jdTU1Op3pCTSu3dv3Lt3j9GKPMBc+Vvx5l1I2NL51VrtdaShoYF9+/Zh7ty5MDMzk+hnql0/niGK2lugKrKOl4n8/bJFueJX+8bt5VIZ/PIhybdazSVtvWey15a8P28Vr192cfky0Ux8nmqTv6WlpRg3bhy2bduGnTt3YsmSJTKMkAIgmvzN2NgYDRs2ZDochVHX8vfjx4+oX7++lKP6H7WszG/duhVbt25FYGCgxGvYS4Ouri46deok8eRuquLVq1cICgrCwoUL0aBBA/Tp0wc2NjaIjY2Fh4cH3NzcwOVya318YResL5dFZFJZWRlOnjwp8wptSUkJZs2ahW7dusnk+CkpKZg0aRLs7e2xY8cOHDp0CM7OzmjRogUWLFggWvJk3bp1EAjKb04yMjIwbNgwdOrUCffv35dJXLLUoEED0TIiVN2x2Wy0a9cOhBCJ10yVBabK3y9v3r8k7a69bDYbW7ZswaBBg0AIwaFDh8Dj8SrdV/igQV7djSX15QMQYeslU/FURx7xquv9g6QPSWrShZyphxRMfN4qXj/R+Rj4PNUmf+/cuYOzZ8/i77//xowZM2QYHSV05coVNG3alDZofKGu5a+s57RSnNqPnJw4cQLz58/HokWLMHPmTLmeWyAQ4OrVq6JKj7pYsWIFTExMMG/ePPD5fOjp6aFp06a4dOkSgoODcffu3TrNHH7p0iUkJCQo3HVNS0vDs2eyHVPYpEkTBAYGwtLSUqrHrViJDw0NhUAgAJ/PFz2cSElJwfbt2zFy5EgkJyeLPbQQ/h6io6PRvn177N27V6qxyVqDBg2Qk5PDdBgqx9/fH4sXL2bs/EyUv1XdvIvtI8PxxzExMZg8eTL69u1b6QNTScZES2Osck0pam+BqsgjXqbvH5jIA0kfktSk9Z5J8p6DoKryh4nPU03yNzs7G4QQdOvWDS9fvsR3330nhwgpoHzulRYtWsDa2prpUBRKXcvfnJwcWpmXFkII9u7di7Fjx2L9+vVyP39+fj4SEhIUdl10WVm6dCkOHToEPT09cDgcsFgs9O7dG9OnT8fYsWMRFBQEIyOjWn9IHj16pFCt8kJsNhvHjx+X6TkuXrxY7VwWNfHy5cuvKvFVjZsSvl7VKgLCVQtatGghtfjkoWHDhrQyLwPt27dHcHAwsrOzGTk/E+VvVTfvX5JV114PDw9cvnwZ9+/fh5eXF9LS0sS2V9fd+HXea7lPmKWovQWqIq94mbx/YGriNEkfkijLkAx5d+8XXpfKyh95f54kzd/79++jdevWCAwMBFC+PDUlH9HR0YiIiMCiRYvoBINfqGv5O378eJkud1yndeYVhSRT9wsEArDZbHz+/BkcDgeamppyjrK88pOcnAw7Ozu1GTdfVlYmeq8nT56Ev7+/aHx7aWkpPn36hEaNGtXpHOnp6WjevLlCTtbBYrGwefNmzJ07V+qFI4/Hg6GhIdauXYuffvqpzscjhMDc3Bzv37+XQnTlgoODMWVK1csAKaLo6Gjw+Xx06NCB6VBUSk5ODqysrDB37lz89ttvcj8/E+Xvt5akksb61ZJKTExEv379wOVycffuXdjZ2VX7M0wtV6dsS0rKK16m7h+YygNJl8UT7vc677VoQjkrQ+VbNk/aKv7evkVenydJ8vfQoUOYNm0a3N3dcf78eYnn/aCkY/DgwUhISEBiYqJo+WiqHFPlr0yWplNWycnJcHNzQ3x8PHR0dBipyAPlEyh8+vRJbSrykZGRsLe3R3p6Ol68eIE//vgDJ06cEG1PSUlBeHg4cnNz63QeS0tLTJ48WSELH0IIfvrpJ8yePbvKFuzaevz4MT5//iy1GfNZLBbWr18PFov11YMHFouFhg0bYujQodDQ0PjqWmtoaIh+RldXF926dcOePXuUriIPAG3btqUVeRlo0KABpk+fjh07dtT5M18bTJS/ijCBGAC0atUK9+/fx8yZM9G8eXOJfoap1k5lW1JSXvEydf/AVB5I2iVd2YZkyEtVM/ZXJM/P07fyt6ysDPPnz8eECRMwevRo3Lhxg1bk5ay0tBT5+flYsmSJQt5LM60u5W9hYSGuX78u015VKl+Zz8rKQs+ePcHj8dC4cWNGYykpKcH9+/cZnQRKXgghWLx4MRo0aAALCwscOnQIs2bNQmFhIU6dOgUAsLe3h7m5uVSWGlm6dKlCdwv6888/MWjQIBQWFkrtmHfu3IG2tjY8PDykdsyAgACcP38eWlpaYLPZYLPZMDAwwLp16/D8+XN4eXnh+vXrYn9obWxsMGbMGOzatQuxsbHIz8/H9evXMXXqVKnFJU9JSUlYsWKFWnxO5W3+/PkwNjZGQkKC3M+tTuVvZRo0aIBVq1aBw+Hgxo0bmDBhQpXlEZMT0CnKAxBJySteJvKXyTyQ5CGJMgzJYGKuAaD66xc7Plaun6dv5S+bzRbNw7N3716FWNpW3WhpaeHq1auYOHEi06EopLqUv8+fP4ePjw+eP38ug8jKqXQT8cePH0UV+cjISJlOPiCJkpISfPjwASUlJSpfWJ05cwb37t3DtWvXUFhYCDc3NwwZMgTPnz/HX3/9BWNjY/j5+cHPz08qTwGbNWuGDRs2YOnSpeDxeHKfJIjD4YDP56N+/fqiJ3d8Ph8CgQAlJSUoKirChQsXsG/fPsyaNUsq57x37x48PDygpaUlleMJ9e/fH9evX8ekSZMwaNAgLF68GCYmJsjLy8OHDx/QunVrJCQk4NGjR3Bzc5PK5yqNmwZrI+u6By8FaWlpWL16NSZNmkQngZGyxo0b4+XLl4w8+Ven8rc6OTk5OHXqFB4+fIjTp0+jZcuWYtu/nAG7YmunNNb5pmqOifxlMg/YLDbaazVEXGqFOWFmPQIa2Iq+fZrzlLH14iUhXN99s/dmuX9uKj5kUgSV5W9UVBTKysrg4+ODs2fPKnSDjCqLi4tDZmYmevbsSX8HVahL+ZuVlQUAMm1QVtkx84QQ+Pn5ITY2Fjdv3kSrVq0YjlJ98Hg8ODs7o3nz5ggLCxO9Jhze8OTJE9y+fRs//PCD1M/94cMHBAUFYevWreByuTJfGk5Yibezs4OZmRlu374NADA2NoaTkxNcXFwwZswYuLi44M2bN2jRooVkBUFOCrDD46ubl4qEa0kvXbpUmm9J7pi84alMQkICnJ2dcfPmTXh5eTEdjkp6+/Yt7t27h4EDBzIditp6+vQphg4divT0dOzcuRPjx48Hi8WSeKwypdoYz4OcFCDjIXCmQg+vIcGAhafob6KizElRGabmGlAGfD4fv/32G1avXo0hQ4bg5MmTTIek1nr37o3U1FQkJCTQLvYysHv3bsycOROfP3+ucTd9tR8zz2KxsHr1aly+fFmhKvJ///030yHInHB29d9//130WsV5Clq3bo1hw4YBgNQr2w0bNkSfPn1w//59/Pnnn2jWrBkASH22e+Gs/K6urmjZsiWSk5Px77//irbn5ubi9u3bCA4ORo8ePfDy5Us4OTnVrCIPlP+bk1Lpbtu2bZN7RV7a+auISwpZWVkBAF69esVwJKprz549GDFihNyvsTqUv5JydHREdHQ0hg0bhhUrVqCoqAiA/JfPoiQnz/xlNA+EfwPPfDFU68xUsb+J1Q5x+JgKrDSq8m+oLCnLDPvy9Pfff+PNmzfw9fXF6tWrsXz5cpmv+EN92/Xr1xEeHo7Vq1fTinw1alv+vnr1ChYWFjKd70TlKvNlZWUIDAwEj8dD586d4enpyXRIIgUFBXj69CkKCgqYDkWmbG1tkZiYCFdX1yr3adiwIQDIZIZ3Hx8f2NvbY9OmTejRowfmzJkjeqAjjfM1atQIM2bMgIWFBR49eoTk5GQAlS/RxufzwePx0KdPH7x9+7b6gwtbIyrKePjVzUh2djY+ffpU6/dQG7LIX0W84dHX10eDBg1oZV6GfvrpJ5iYmMj1YZS6lL81oa+vj/379+Phw4fQ09NDWloa3se/V6oJ6NSFvPOX0YkIS6qZKKq67YDED8Vlgcm5BhRVQUEBEhISMHjwYLx48QLXr1/HihUraAWSQQKBAPPnz0eHDh1EDWxU5epS/rJYLLi5uUk/qApUasy8QCDA5MmTcfToUbRr107hZqQWrrmtyoXX8ePH4erqylhvCE1NTVy+fBkDBgxAWloa9u7dK9rWsWNHPHv2DFwut1Zj6jU1NTF06FAcPnwYAQEBonEw1R2Lz+fjw4cPGDBgAO7cuVP107mKNx8VCVsnKnS53759O/bt24fMzMwav4/aknb+VrzhES4p9OfjP+Fn5cd4d8SAgADY29szGoMq09fXx5o1azB16lTMmTMH7dq1k/k51aH8rS3hvBc7duzA1q1bsWDBAkSvjoaOjg7DkVFC8s5fRsdcaxvUbXtVD8WBKoetSROdc0Lcx48f8eHDB9jZ2WHPnj2wsrJC/fr1mQ5L7R07dgwxMTG4ffs2HStfjbqUv2vXrpVBROJUasz8pEmTcODAARw9ehQjR45kOqxKZWVlMT6rvqxkZmaiRYsWmD17tlgXeyZkZGSgf//+iI2NFVW2NTQ0UFZWBmtra7x69QpsNrtGy8WxWCzs2LED/fr1g62tbY2XmmOxWFi7di2WLFlS+Q6Zj4E93lUfYFok0MQNANCzZ0/o6Ojg//7v/2oUQ11JM38vp13GgsgFX72uKGPnKdni8/lwd3eHkZERbt68KZdzqnL5Kw18Ph+bN2/Gr7/+ihYtWmD//v1o374902FR/6VW+SvBmPkqf66yh+JC35iHRhoYn2tAwZw9exY//PAD3NzcsH//fvXJXyVQWFiIS5cu0VZ5CdW2/CWE1PphiVqOmd+/fz9CQkIUtiIvEAgQEREh95nW5WX58uWoV69e1ZVVObKwsMDt27fFcqGsrAwAkJ6eDkII6tWrV6NjEkLg7OyMTZs21SomQgiWL1+O+Pj4yneQsDWCEILo6Gi5tGZWJM38VfQlhfLy8vDgwQNGY1B1HA4He/fuxY4dO+RyPlUvf6WBw+Fg0aJFePToEfT09ODn54fc3Fymw6KghvnbwLa84l5RdRV5QDpd9OuAzjlR7v379xg5ciSGDBmCdu3aISQkRL3yV8FxuVzo6enRiryEalv+FhQUQE9PD+fPn5dRZOVUqjK/efNmBAQEMB1GlfLz8xEXF4f8fNn+MWFCXFwc9u/fj+XLl8PIyIjpcAAAurq6CA0NxebNm8FisUST4Alb1IVrLAtfl2RyCk1NTQQHB9e4VV6IEIJx48aJHiyIaWBb3mowJFj89SHBYq0JL168QG5uLtq2bVurGGpLmvmr6Dc8p06dQrt27VBcXMxoHKqubdu2cHNzQ1lZWZVrnkuLKpe/0ubs7Iy7d+/i+vXrMDY2RkFBASIiIpgOS62pZf4K/yYCkreo17WLfh0xOteAgigrK0OHDh1w5coVHDlyBOfPn4eBgYH65a+Cevr0KZo2bYqoqCimQ1EatS1/X7x4geLiYjRq1EhGkZVTqW721XVDYBqPx0NCQgKcnJzEZndXBQMHDkRiYiLi4+Olvu65NFy+fBnDhg1DUVHRVxVxFosFQgg4HA7YbDZ4PB7YbPZXT+CMjIxACEFhYWGtK/PC8y1btgwrVqyofJb9L7sJfnETEx4ejiFDhiA9PV0qa7xLSpr5q8hLCgHArVu30KVLF8TFxcHZ2ZmxONQBIQReXl5wdXVFUFCQzM6jyuWvrO3atQszZszA8OHDsWXLFlhYWDAdktqh+VsDte2iT9VJfHw8mjZtCmNjY1y7dg2tW7eGqakpAJq/ioIQgu7duyMzMxNxcXE1XjNdXdU2f//++2+MGDECOTk5tZonQi272Ss6TU1NlJaWqmRB9ueffyI0NFQhK/IA0KtXLzx8+BDNmzf/agIL4fMsPp8vajEXCARivydNTU3k5+ejoKCgThV54flWr14NR0dHHDx4EKWlpeI7VNMa4e/vj7y8PLlW5AHp5m+1SwoxPKZQOPnds2fq0SWSSSwWCyNHjsSuXbtkOnZelctfWZs+fTpCQ0Nx48YNtGzZEhs2bEBJSQnTYclUGjeN6RDE0Pytgdp20adqhcvlYt68eXBzc8OWLVsAAL6+vqKKPEDzV1GEhIQgMjISQUFBtCJfA7XN3+fPn6NBgwYyn/CRVublqLS0FP/+++/XlTclxufzUVhYCEtLS7mP4a4pOzs7PHjwACNHjgSLxaq0W33Fjio8Hk9U8efxeCCESHW8V1JSEiZOnIhmzZph8+bNyMvL+9/GBrbASm6lNx+EEJmuV1kVVczfqpiZmcHU1BQJCQlMh6IWZsyYgY4dO2LKlCn4/PmzTM6hTvkrbSwWC2PGjMHz588xZcoU/PLLL7h37x7TYclMRFoE+p/rj4g0xRlaQPO3hmrTRZ+qET6fj71798Le3h7BwcFYu3Ytfvnll0r3pfnLvMzMTCxcuBCTJk2Cn58f0+Eoldrmb3x8vFx6d9LKvBwVFxcjIyNDpcbh7t+/Hy1btgSXy2U6FIkYGhoiNDQUjx8/Rq9evQDgm0tNVGyFl/aIFOHx3r17h4ULF8LCwgJLliwRLXlXGYFAgKZNm+Lw4cNSjUUSqpi/3+Lp6Sn+gIWSGQ6Hg5CQEKSlpWH16tUyOYcy52/FVmImW4yNjY2xbds2pKamomvXriCEYP78+YiNjWUsJmkTEAF2xJRPyqgIk3EKKXP+MuYbD8WpuouLi8PUqVPh6+uL58+fY/HixVW29tL8ZR4hBP3798fmzZuZDkXp1DZ/d+3aJbZEtqzQMfNUreXn58POzg6+vr44cuQI0+HUyp07d7B48WLcunULHA6nzl3o64rD4YDFYsHLywtubm5o3bo1WrduDUdHR+jq6uL58+dwcHBAREQEevTowWisqq4uy4lQtbN9+3Y0btwYw4cPZzoUhRGRFoH5kfOx2bv8Bkz4f0VYvvHt27fw9vZGcnIyJk6ciJUrV6JZs2ZMh1UnXy6ZqSjXmqIUwZMnT7B3715s2bIFHA4HKSkpsLWlD0sUnUAgqHyOJkqh0THzCurMmTNMhyA169evB5fLxfr165kOpdY6deqEqKgohIeHo3Xr1gAkm9VeVoTj9m/cuIGdO3ciICAAbdq0gb6+PmxtbTFhwgQA5S1kTFCl/K2OcGJEupSO/MyZM0dUka90xYc6Urb8rdhKvCNmh8K1GJubmyM+Ph6BgYG4cOEC7OzsZNazQh6ES2ay/3trxGYpxlKZQsqWv+pI0eZakJaUlBSMGTMGbm5uuHTpEtLT0wGgRhV5mr/MSEtLg7OzMx4/fsx0KEqtpvmbmJiIIUOG4M2bNzKK6H9oZV6OCgsLERcXJ/MlmOQhLS0NW7ZswcKFC5W+JYbFYokmyLt58yb69u0LFov1ze738sDj8UT/FwgEePnypWic6p49e+QejyrlrySSk5NRv3593L9/n+lQ1M7kyZPx448/SvWYypi/V15dQVpeGgAgLS9N9P9UbiquvrrKXGAVaGpq4scff0RKSgp+/fVX0aRXHz9+xMePHxmOrmaE11uA8sq7gAgU5lorY/6qG0Wca0EaVqxYAQcHB9y4cQO7du3C06dPYW1tXaNj0PxlBp/Px8SJE1FYWAgbGxumw1FatcnfO3fu4Pz58zAxMZFhZOVoZV6OWCwWLC0tVaLr7qdPn+Dt7Y1FixYxHYrUCLu3nzt3DsnJyZgxYwZ0dHTk0jWJzWZL1COAxWKhXr16jPSGUKX8lUSzZs1QWFiIBw8eMB2K2mnbti12796N06dPS+2Yypa/X7YSV6RoLcYAYGBggGXLluGHH34AAKxduxbW1tZYtmyZUlTqhdebBfH8YEMxrrWy5a+6+XKuhZe5LxmOqG5evXqFzMxMAECLFi2wbt06JCcn4/vvv6/VjPQ0f5mxbt06REVF4eDBgzAyMmI6HKVVm/x9+PAhWrVqBT09PRlGVo5W5uWoXr166N+/P+rVq8d0KHXm7u6Oy5cvQ19fn+lQZMLW1haBgYHIysrC77//DnNzc9E2Npst1eVVOBwOmjdvDnd3928WFBwOB/Xr10dYWBgaNmwotfNLSpXyVxLa2tpo3bo1rcwz4Pvvv8fQoUMxefJkpKamSuWYypa/X7YSV6RILcZVWbx4Mb7//nts3rwZVlZWWLBgAd6+fct0WFV69vEZ0vLSQCA+jZAA5df62Udml6lUtvxVNxV70aRyUzHw/EClbKFPTEzExIkT0aJFC/z+++8AgHHjxmHhwoV1yj2av/IXGRmJlStXYtmyZejWrRvT4Si12uTvgwcP4OnpWf2OUkAr83JECMHly5elPiu6PAkEAsycORPx8fFMhyIXxsbGWLhwIdLT05GYmIgLFy5gy5YtmD59Ovz9/WFjY1OnLvlsNht6enoICwvDnTt38Ntvv1V6LBaLhUaNGuE///kPunbtWte3VSuqkL811aZNG0RHRzMdhtphsVgICQmBiYkJRo4cKZXljJQpf6tqJa5IUVqMq2JmZoZNmzYhLS0Ns2fPRkhIiGilDkWc0dqhvgNCeoZUui2kZwgc6jvIOSJxypS/6qaqXjQ7YnYo7OfzS8nJyRg6dCicnJxw9epVbNy4EevWrZPa8Wn+yp+uri7GjBmD5cuXMx2K0qtp/paUlODJkye0Mq+K8vLy8PjxY6Ve7urQoUMICgpCbm4u06HIlYaGBhwcHNC3b1/MmTMHgYGBCAsLw8uXL/Hy5UssWrRINC5Gkm75bDYbLBYL3t7eCA8PR4sWLaChoYGlS5fixYsXuH//PhITE5GRkYG8vDyUlZXhxIkTWL9+PQoKCmT9diulCvlbUx07dsTTp0/VLt8VgbGxMU6cOAFfX1+pzF+hTPlbVStxRYrSYlwdMzMzrF27FpmZmXB3dwchBO3bt8eAAQMQGRmpMDf3bBYb7Ru3R9yEuK++2jduDzaL2dslZcpfdVNVL5q0vDSF7j3D5/NFPZ/4fD7i4+MRHByMlJQUzJs3T6o9L2n+yk9ZWRlKS0vRrl07HDp0iPH5n1RBTfOXEILg4GD069dPxpGVo0vTyRGPx8Pjx4/h5uYm1W7a8pKfnw97e3t4e3vj+PHjTIejcEpKSnD69GkcPXoUL1++RFZWVqWVQEdHR0yaNAmjRo2ChYWFxMffsGED1q5dCy6Xy8i4M2XP39rIy8tDfn5+jX5PlGzk5OSgQYMGtf55ZcpfAREg+m00pkRM+eZ+IT1D0Na8LeMVzZrg8/k4ePAgtmzZgoSEBLi7u2PWrFkYO3aswv9emKRM+atOBESAgecG4lXeq0ofvlkbWuP8oPMK9Rn99OkT9u/fj507d4LFYiEpKQlsNlumy7HS/JWfxYsX4969e7h27RqtyEsJU/kraf2WuTW41JCmpiY4HI7SFmTr1q1Dbm4uNm7cyHQoCklbWxujR4/G6NGjRa+VlJQgKysLGRkZyMzMRMuWLUVL4NVUXFwcXFxcGJtARtnztzYMDQ0V+gGhurh69SoGDx6M69evo02bNrU6hjLlb8VWYlXD4XAQEBCASZMmISIiAtu3b8eKFSswbtw4AEB2drZoRnzqf5Qpf9WJsBdNVYSt8z2te8ovqCrk5eVhwYIFCA0NRVlZGYYPH465c+eKehPK8t6C5q98/P3339i4cSM2b95MK/JSVNP83b17N2xtbeHn5yfjyMopzqNCNVBaWoo7d+5IZfynvBUVFWHv3r1YtGiR0i9FJ0/a2tqwtrZG586dMWzYsFpX5AHgyZMncHFxkWJ0NaPM+VsXu3btwsSJE5kOQ615eXmhVatWGDRokGiG5ZpS1/xVVMIlQS9duoSEhARoaGjg1atXaNKkCfz9/XHmzBmx5TnVHc1fxeRQ3wG/df6tyu0ssBid26KgoAAXLlwAAOjp6eHZs2dYunQp0tPTERoaWuuHozVF81f2Hj16JOr1OW/ePKbDUSk1yV9CCJYtW4YbN27IPrD/UrvKfBo3jbFzFxcXIy0tTSEn/6lOvXr18OTJE5Vaik6Z8Hg8PHv2jNHKvDLnb13weDwcO3YMRUVFTIeitnR0dHDu3DkAwIABA2q1VrG65q8yMDAwAACYmppiz5494HK5GDp0KCwtLbFq1SqGo1MMNH8V09VXV/Hr7V8xz6PyyhMBkfvcFoQQ/Pvvv/j+++/RpEkTDBw4EFlZWeBwOIiKisKvv/6KRo0ayS0egOavrHG5XPTv3x9OTk4ICQmhSwBKWU3yNz4+HtnZ2XJdQUCtxsxHpEVgfuR8bPbezFiXJz6fr3RdX+Li4tC0aVPRBG+U/BUXF+PIkSPw9vaGnZ0dY3EoY/7WVUJCApydnREREYEePXowHY5ai4mJgZeXFwICArBjx44a/7w65q+yevLkCYKDg8FisRAYGIiCggIcPnwYI0aMQP369ZkOjxE0fxWLcLx8Wl4abAxtsKT9Eky7Mu2r/eQ5t4Vwgsno6GhYWlpiwoQJmDJlCqysrGR+7urQ/JWtAwcOwN/fX2wpZUp6JM3fbdu24eeff8anT5+gq6tbp3NKWr9Vm8q8WKFrZINzA88xMiHJ//3f/2HAgAFyP29tlZaWwsXFBc7Ozjh9+jTT4VAMU7b8lQZCCJo0aYLx48djw4YNTIejVNK4abA2spbqMW/cuAEnJ6dajatWx/xVFdeuXUOvXr3AZrPh7++P0aNHY8CAAWq1bjXNX8VyOe0yFkQuEH3PRENRTk4OTp06hZMnT+L06dMwMjJCSEgIbGxs0L17d4lW15EXmr/Sx+PxEBERgb59+zIdisqTNH/79euH4uJiXLt2rc7nlLQyrzifchkTLh0CAKncVEaWCyksLERsbGytuogyJTAwECkpKVi5ciXToai1a9eu4ezZs4zGoIz5Kw0sFgs+Pj64elVxlxhSRBFpEeh/rj8i0iKketxu3brB1NQUmZmZ2L9/v8Q/p675qyp8fX2RkZGBzZs3Izs7G6NGjcJ3330HoLzFRNW779L8VSxfri3PZrHlOjb+yJEj6NevHxo3bowZM2aAw+Hgw4cPAIApU6bA19dXoSryNH+ljxCCqVOnYvDgwXj58iXT4ai0muRvv3798P3338shqv9RnE+6DDFd6FZkZmYm93PWVlZWFlavXo0ZM2YwOlabAv76669adSuWNknyl8l5KWTl559/xr59+5gOQ2kIiAA7YsrzVVZl7bFjxxAQEIADBw5I/DPKVP5SX2vUqBFmzZqFu3fv4sWLF1i7di0AIDIyEqamphg5ciROnjyJ/Px8hiOVDZq/iuPLteUFRCDThqL379/jwIEDKCsrAwAcPnwYXC4XmzdvRmZmJi5fvgxbW1uZnFtaaP5K1+LFi3Hw4EEcOHAAzZs3ZzoclSdp/k6fPh3Dhw+XcTTi1KKb/ZddoYSY6BL18eNHpRnvN3bsWFy+fBlJSUl0vDzDnJyc4OPjw3iFvrr8VYR5KSjmyaP7KSEE06dPx969e3Hy5EkMHjy42p9RpvKXktybN29w6NAhnDx5Eo8fP4aWlha+//57BAYGMh2aVNH8VQxVrS3PBhtWRlZSG8aZlJSE8+fP4/z587hz5w4A4N69e2jbti14PJ7SLfNG81d6NmzYgJ9//hnbtm3DnDlzmA5HLUiSvxcuXEDDhg3RoUMHqZyTdrP/L2GrPAviMzuywUzrfHh4uFzPVxczZ87E3r17aUWeYWVlZUhOToaDgwPToXwzf+XRGsukAwcO4Oeff2Y6DIUnr55QLBYLQUFBGDp0KEaMGCFafulblKn8pSTXtGlTLF26FDExMUhNTcXGjRtFS27FxcXB3d0dv/zyC27fvi1q2axIWXoT0fxVDMK15StW5AFAAEGdZq7//Pkzrl27BmEb24gRI7BixQo0aNAAISEhePv2Ldq2bQsASleRB2j+SktpaSnOnj2L5cuX04q8HEmSvwsWLMDevXvlEI04la/My6rQrQ0ul4tHjx6By+XK7Zy1wefzIRAI0LFjRzpZiQJITU0Fj8djvDJfXf4qwrwUspSZmYmdO3eipKSE6VAUmjy7n3I4HISGhmLQoEHVLh2oLOUvVTfW1taYM2cOxo8fDwBgs9lwcnLC7t274eXlBTMzM7EbYFnN7VCRNB4W0PxVHA71HRDSM6TSbSE9Q+BQX7K/1YQQxMfHY+vWrejTpw/q168PPz8/JCYmAigfSvThwwecP38eAQEBSt1NneavdBQWFkJLSws3btygc1nJkST5m5ycjOfPnzMyGaHKV+alVehKg66uLgYNGlTnpQpkbceOHejcuTNKS0uZDoVC+cOVgQMHwtHRkdE4vpW/ijQvhawMGjQIBQUFiIiQ3U2/smOiJ5SmpiZOnDiB4cOHgxCCZ88qf0CrLOUvJV1OTk4IDQ3Fu3fv8O+//2LWrFmwsLAAALzJeIPBHQcj40AGluxYgozMDKmfX1oPC2j+Kg42i432jdsjbkLcV1/tG7evsos9IQQvXrzAyZMnRa/5+/tj6dKlKCsrw6pVqxAfH49WrVoBABwcHFRmtQaav3W3e/dutGrVCu/evYOOjg5dS16OJMnfM2fOQFdXl5EljDXkfkY5q1joMk1LSwuGhobQ0tKq9TFksdRTRZmZmVi+fDnGjRtXpzgp6XFwcMC5c+eYDuOb+VuxVR4Qb41VlbHzjo6OaNWqFU6dOoX+/fszHY5CEvaE+lLFnlCODaT/UEp4U3Po0CFMmzat0t+RNMpfSnlxOBy0b98e7du3F712Pe06dBx1UPisEI9uPELTLU3Rtm1b3Lt3DywWC5mZmWjcuHGtb5q/HHrkZ+VX67HUNH+VU3FxMQ4fPoyoqCjcuHEDGRkZ4HA46NGjB4yNjREREQEbGxuVr+TS/K2bbdu2Yd68eZg9e7ZS99BQVpLk78mTJ9GnTx/o6enJMbJyKt8yr0h4PB5u3boFHo9Xq5+XR3fAn376Cbq6uvjtt99kdg6qZtLS0vDp0yemw6gyfxVtXgpZGjZsGM6fP0+72leB6Z5Qo0aNQr9+/TBkyBCx1i+g7uUvxRxZjGkXEAH+fv83mo5vCrt1dmgV2AqeCzwxYcIEsFgsFBcXw9raGk2aNMF3332HLVu2VDnmvirSHHpE81fxcblcXL16FWvXrsXSpUsBABoaGliwYAGeP3+OUaNG4cKFC8jJyYGxsTGA8ofEql6RB2j+1sX69esxb948LF68GNu2baMt8gyoLn8FAgF69+6NKVOmyDmycirfMq9IioqK8PLlSxQVFcHIyKhGPyvNJ/xVuXLlCk6cOIFDhw7RSe8UyKRJk9CoUSMcP36c0Tiqyl+mWmOZEBAQgC5dukBDgxadlWG6J5SWlhZOnDiBCRMmYOTIkSgoKMCkSZMA1K38pZgjqxUyvuxNxDHkoMS5BHbeduXfczg4c+YMbt++jdu3b+OXX35BaWkpuFwu9PX1ERQUBG1tbXh4eMDJyemrFpuKQ48EEIiGHtX2bzfNX8VSWFiI/Px8mJub48mTJxgxYoRoiI+hoSF8fX0BlA8Dys7Ohra2NpPhMo7mb+2kpaVh1apVWLVqFZYtW0Yr8gypLn/ZbDbWrFnDQGTl1GJpOkVBCMHnz59rNdZFHks9nTp1CseOHcOpU6dogaFAmjZtiokTJzLeW6Kq/BUQAaLfRmNKxNdPJEN6hqCteVupP3iiqG/h8/mYOXMmsrKycO7cObBYrDqVvxQzhEuApeWlwcbIRmpLftVmaTEej4fk5GTR3CXdu3dHZGQkCCHQ1NSEi4sLdu/ejTZt2iArKwu3393GqthVX527tn+7af4y6+nTp7h06RJiY2Px6NEjPHv2DMOHDxdNUrd8+XLRMA57e3uw2fRvXkU0f2uGx+OBxWJBQ0MDKSkpsLW1ZToktVZd/gYFBWHgwIGi+VikRdL6La3My9nFixdrPNOh8Mbjdd5r0RN+K0PprWVKKa6ioiLo6elh//79mDhxItPh1Cp/VU18fDwWLFiAEydO0BYGBUYIAY/Hg5aWFpKSkmBra4vw8HC1z19lIquH2E9znmLEhRFVbj/R74REvYkKCgrw5MkTPHr0CI8ePcKKFStgZWWFadOmITg4GBomGtBpqgPtJtow9DCEQUsDNDNshvODztfqbzctf2Xr/fv3SEhIwNOnT5GYmIinT59i9uzZGDRoEEJCQjB37ly4uLjAw8MDHh4e6NChA5ycnJgOW2nQ/JVMYWEhhg8fDisrKwQFBTEdDvVfVeXv48eP4e7ujgsXLkg9v+k68wqoqKgIsbGx1S6h9CVZL/WUnJyMadOmITc3VyrHo6Tn5cuXAIAWLVowHEnt81fVmJiY4MqVK1+NyaYUC4vFgpaWFvLy8tCpUycMHToU0dHRap+/ykKWK2RIa24HfX19dOrUCT/++CP27dsHKysrAMCQaUPQdHpTmHQ2AYvNQn5MPorTiiGAAE8in8CskRm8vLwQEBCA9evXIywsrNpz0fK37ggheP/+Pe7du4cjR45g5cqVGDNmjGhOmmnTpsHHxwfz5s3DjRs30KBBAxgYGAAAxo8fj7y8PNy9exc7d+7E5MmTaUW+Bmj+Subt27fw8fFBZGQkBg0axHQ41H99K38PHjwIMzMz9OzJ3GTPdOCnHBFCYGBggJp0hqg4udiX3QGlMXaeEILp06fj5cuX0NTUrPVxKNl4+/YttLS0FKKLVW3yVxVZWFjAz88PBw8eZGyyE0pyhoaG2LdvH0aPHo1Hjx5h7NixCvFwTKXkpAA7PIBZj4AG0imrZLlChqzndujp2ROnLE5VOvRow5ANeGb8DC9evEBCQgLOnTsHNzc39O7dGyUlJbCwsECzZs1gY2MDa2trWFpaYsqUKaIutzWZgE8d5efn48mTJ0hPTxd9aWlp4Y8//gAhBM2aNRNNYNqoUSPY2dkhNzcXJiYmWLduHTZs2IDmzZt/dT9EZ2GvG3r/UL3Y2Fj0798ffD4fkZGR8PT0ZDok6r+qyl8ej4ejR49i9OjRjNahaDd7OcvLy6tRjNLqDliVw4cPY/z48QgLC4O/v3+tj0PJjkAgAIvFUohxZjXNX1V1/PhxjBo1CgkJCaIxtJRie/z4Mfr16wcAuHDhAtzc3JgNSFUIK/JCUqjQ12ZMuzIrLi6Grq4uCgsLERgYiNTUVKSmpuL169dIT09HdnY29PT04OPjg6ioKJiZmaFx48Zo3Lgx5s6dCz8/PyQlJeHhw4cwNTWFqakpGjZsiPr16yv1TOmEEBQWFuLjx4/48OGDaN31sLAw3Lx5E1lZWaKvcePGYcGCBbhy5YqohczAwACWlpbw8PDA4cOHAQCXL1+GmZkZbG1t6d8yOaP3D982d+5cREVF4Z9//pH62Guq7irL39OnT+O7777D48eP4erqKpNzSlK/pS3zcnbx4kWMGjVK4v2F3QGrmlysLks9ffjwAT/99BNGjhxJK/IKTJEm0qlp/qqqIUOGwMzMDCEhIdiyZQvT4VAScHNzw9KlS3HmzBnaC0laclKAjIfirwm/r0OFXhVWyEjjpsHayFqifYUVbj09PSxZskRsGyFE9CC3c+fOGD58uFglViAoH3YQERGBWbNmif2sn58frly5gsLCQrRt2xYmJiYwMDAQfW3btg2GhoY4deoU3rx5A11dXdSrVw+6urpwd3eHra0t3r17h6SkJGhpaYHD4YDNZkNfXx/29vYAgLi4OAgEArGv1q1bQ1tbG/Hx8UhPT0dpaSlKS0tRVFQkGnOelJSEAwcOID8/X/RlYmKCkJDy4Q+2trZ4/fq1WE+E+/fvo23btrhx4wb+/vtvmJubo3HjxvDy8kKrVq0AAB07dkR8fDwsLS0rvfnt1auXRL8TSvro/cPXCCGIi4tD69atsWnTJpSWljKyTjlVvcryt0WLFlixYoVMKvI1UePK/IMHDzBs2DC8evUKhBDo6OggODgYY8eOBVDeiujj44ObN29CIBDAyMgIBw8exMCBA0XHCAsLw4gRI1BYWAhvb2/85z//EW07duwY5s6di+zsbBBCwOFw0KRJE1y5cgUtW7aUwltmDpfLRUxMDPr06SPxxFmy7A545coVEEKwbds2qR+bko5JkybB2NgYW7duZTqUWuWvqtLS0sKFCxdEN5CU4uNyuUhLS8Pp06dhZGSEoqIi7Nq1C3PmzKFLDdbGly3yQmemlv9bhxZ6WT7ElgdpLqcnrMhzuVyUlJRg1KhRlZa/M2fOxIQJE5CdnY3s7Gx8+PBBVJkVCATo1asXcnNzkZ+fj7y8PLx58wYcDgcAcOLECYSFhaG4uFj0cGDHjh348ccfceXKFYwbN07sXO3bt8e///4LAGjduvVXsSQlJcHOzg4bN24UtYgLLVu2DB4eHnj79i2OHTsmerBgaGgIc3Nz0X7Cz6WJiQlMTEzQsGFDUS+oDRs2YMOGDZVeL319fTqWXQHR+4ev5eXlYdKkSbh06RJSU1Nhbm5OHzQrqKry19XVlfGKPFDDbvapqamws7ODjY0Nli5dCjs7O9y9exeenp7w8fEBAPTu3Rvh4eFYuHAhOnbsiDlz5iAjIwPp6elo0qQJAKB+/frw9/dHnz598P333+OPP/7ADz/8gISEBLi4uKB58+ZYs2YNLCwsEB0djdDQUAQFBaFjx46VxqUs3exLS0tx69YteHl5Kcz4q9zcXBgbGzMdBlWF1q1bo0uXLti5cyfToShk/ioCPp8vuimmFNeX+Xv58mX07dsXXbp0wYkTJ2BmZsZ0iMol8zGwx7vq7dMigSZu8opGYchqOT15lL+EEJSWlqK4uBja2trQ1dVFfn4+MjMzUVpaKmp519XVhYND+QOVe/fugc1mi321bNkSOjo6+PDhA0pKSqClpQUtLS3Uq1ePVlbUFL1/EPfs2TMMHjwYGRkZOHz4sFiDJ6V4KsvfnTt3wszMDMOGDZPZeWXSzX7UqFHQ09NDcnKy6DUvLy/R/wUCASIiIuDv74+NGzcCAHx9fWFkZISFCxfiyJEjAICSkhL4+vpiyJAhWLhwId6/fw8ACA0NBSEE8fHx0NHRAQB07doV8+fPr0mYCktLSwuNGjVivCArLi7G4cOHMXnyZFqRV3CvX79Gs2bNmA4DgOLkryLZtWsX9u3bh/v37yvEnAZU1b7M3169euHatWsYPnw43N3dcezYMXTt2pXhKJWItkHdtquoihP3SWvCPkA+5S+LxYK2tja0tbVFrxkYGHyzV2T79u2r3NawYUOpxkcpL3r/8D8REREYOnQoLC0tER0drfS9jtXBl/mbl5eHpUuXYvr06TKtzEuqRo+LY2JiYGtri6ZNm4LNZqNevXoYP368aHtUVBQEAoHYa8KuU8IuWQCwaNEiTJkyBXp6emCxWKIxYsIZu5cuXSrq6qVKeDwebt68CR6Px2gcK1euxOzZs5GWlsZoHNS35efng8vlwtLSsuqdclKAlUbl/8qYouSvInF0dMSDBw9w+fJlpkOhqlFZ/np7e+PRo0ews7ODj4+P2INqqhoNbMu70g8JFn99SLBUZ7VXJrJcTo+Wv5Qyo/n7P05OThg3bhzu3btHK/JK4sv8DQkJQVFREWbPns1wZOVqVJkvLS1FTEwMmjVrhiNHjmDw4ME4fPgwpk2bBgB4/vw5AHyVnMbGxuByuaLvV6xYAS6Xi6dPnyIzM1P0pGPKlCno1KkTtm7dCg0NDZiamqJv376Ij4+XKL68vDzR//Pz81FcXAygvMcAl8sVTaRSUlIitm9BQcFX+wp/YaWlpWKxFxYWitYZJIRUu29hYaHo+6ysLDx//hxFRUXg8XjgcrmiZQ6KiorE9uVyuSgtLQUA0b7CBxzFxcUoKCgQe9/CpVbKysq+2jc/P1+0b1RUFDZv3ozly5fD2toaXC4XfD4fAPD582exffPz8/H582cA5V2JK17Dz58/V3sNv3W9hdewLte7Ntewqn2ru4aSXm9JrqEk11sgEODp06cAAEtLy8pz9k0CsMMDAkLA3eSOsnfPK73eNc3ZqvblcrlISEgQXbea5GxRUVGNcvbLfYXXRbhvTXK24r7SLiO6du0KT09PsfGbdSkjapKzsiojKl7vmuSsopcRRUVFePbsGbKzs8WuoampKa5du4azZ8/CzMwMAoEAOTk5SlFG1DRnq9q31mVE/ebgGtiDxy/PUR6fgGtgD1K/OQD1KyMuPL+AtLw08AV88Iv44PP4SOWmIiw5rM73EUVFRXjx4gWysrJoGQF6H6E0ZcR/9+VyuXjx4oXo/7XJWWUuI+Lj49GzZ09kZGTAwsICf/75JwQCgUzqGvQ+4n/7SquMyMrKwosXL1BUVAQul4utW7di9OjRsLCwkEsZUZ0az/qjr6+PO3fuACjvdh8fH49jx45hz549on2+nH27smH5hoaGlfb/v337NpKTk7Fr1y5ERUUhIiICYWFhOHnyJIYOHfrN2LZu3Yo2bdpgyJAhCAoKAovFgqenJ5ycnPDHH3/A3t4e3t7eSEtLw/Xr1+Hq6oqBAwdiz549KC0thbu7O9q1a4e1a9eiRYsW6NKlC969e4fw8HC4u7ujb9++OHjwIPLz8+Hq6gofHx+sWbMGzZs3h5eXF/Ly8nDu3Dl4eHjA398fJ0+exPv37+Hq6oq+ffti+/btMDc3R3JyMgghOHHiBNzc3NCrVy/8888/SE9Ph4uLC4YMGYJ169bBwsICHTp0gJaWFkJDQ+Hi4oKePXvi2rVrePHiBRwdHTF8+HBs3LgRDRs2RLt27WBiYoK9e/fCyckJfn5+uHPnDhISEtCqVSt89913GDFiBBo1aoSOHTvi1atXCAoKgqOjI3x8fBATE4OHDx/CyckJw4YNQ2BgILS0tNCmTRvY2dlh27ZtcHBwQLdu3fD8+XPcunULrVu3xuDBg7Fr1y4IBAJ4eHjA1dUVGzduhJ2dHby9vZGeno6rV6/Czc0N/fv3R0hICIqLi+Hu7o5OnTphzZo1sLW1RZcuXZCTk4MLFy7Aw8MDffr0QWhoKHJzc+Hq6ooePXpgzZo1sLGxgZeXF4qKinD69Gm4u7vD398fp0+fxrt37+Di4oJBgwZhzZo1sLKyQqdOnUAIwfHjx+Hq6oqePXvi0qVLeP36NZydnTF06FCsX78e5ubm6NChA/T09HDgwAG4uLjAz88PN27cQFJSEhwdHTFixAhs2rQJ9evXR7t27WBqaoo9e/bAyckJvr6+uHfvHp48eSLad+vWrdDT00Pbtm3RrFkz/Pnnn2jVqhW6d++OuLg43Lt3Dy4uLvjuu+/w559/QkNDA56ennBwcMCRI0cwd+5c6Onp4dq1a4iKioKrqysGDRqE3VvWouzjK7jnlKFNEzbW3SyBneYf6NrnO2QWaeDy5ctwd3dHv379sH//fhQUFMDNzQ1du3YV5WyXLl2Qm5uL8+fPw9PTE71798axY8eQk5MDV1dX+Pv7Y82aNbC2tkbnzp3x+fNnEELwzz//oHfv3jh37hwyMzPh4uKCwYMHY+3atWjatCk6deoENpuNo0ePin5vERERePnypSi3fv/9d5iZmaFDhw7Q19fHgQMH4OzsDD8/P9y6dQtPnz6Fo6MjRo4cic2bN8PY2Bht27aFubk5/vrrLzg6OsLX1xcPHjxATEwMnJycMHz4cGzfvh06Ojpo27YtbGxsEBgYCAcHB3Tv3h0JCQn4999/RZ8xaZURvXv3xm+//Yb169dj5syZdSojhNe7U6dO4PP5ci8jRo0ahS1btsDAwADt2rWDhYWFypQRPXv2hLW1NYKDg0Wfo4plROPGjbFmzRrk5ubizJkzGDlyJBo1aqTQZcSWLVvQsmVLeHt748WLF+JlxO7dKCsrg7u7O9q0aYN169bBzs4OXbt2RWZmpvTKiJ2hsDb9CZ1f/oHSoQdxcmco3N0T0KtXL7UqI3bv3o2QmBB8Nv8MHRsdZF/IhraZNvRb6mPtibXolNcJnh6etb6PcHFxwc8//4z169fDxsaGlhH0PkJ5yoj/XsP+/fsjOTlZdL3VoYz4z3/+g4yMDJw6dQomJibYvn07fH19ZVrXoPcR0i8jTp06hZYtW6K0tBS//PIL3rx5A3d3dwCQaRlRr149ySrnpAY4HA6xt7cXe23kyJGEzWYTQgi5fv06AUCOHj0qto+5uTlp3rx5TU4lkp+fT7S1tb/581wulwAg6enpotfy8vJIUVERIYQQPp9PcnNzCY/HI4QQ8vnzZ8LlcsXO8eW+paWlhBBCSkpKSG5urmjfgoICUlhYSAghRCAQVLtvQUGB6Pvc3Fzyzz//EEIIKS0tJbm5uUQgEBBCCCksLPxq35KSErF9+Xw+IYSQoqIikp+fL/b+P3/+TAghhMfjfbVvXl4eIYSQw4cPEzabTW7dukUIIaSsrIzk5uaSsrIyQgghxcXFon2F17C4uFhsX+E1LC4urvYafut6C69hXa53ba5hVftWdw0lvd6SXENJrvc3r+GHFyR/iQEpWmpAyApDwl9uQHIXGxDesvLvP2ckiF3vmubst6736dOna5WzhYWFNcrZL/cVXhfhvjXJ2Yr7Vrwu0iojCgsLiY2NDdmyZUutrndtc1YWZcSX11vVyohz585Vew3fv39Phg4dSgCQkSNHkk+fPkl0DRWqjKjh9ZZmGVHbnFX2MuJ+2n3iuMeROB9wJk77nEiroFbEKcSJOB9wJo4hjuTfl//W+noLr2F4eDgtIyrsS+8jlKuMCA8PV6syIikpiXTp0oUAIPPmzSPZ2dlyq2vQMkL6ZURYWBghhJBPnz6RkydP1up61zRn379/TwCIva/K1Gg2e2tra3z69Emsa4KHhweSk5ORn58PgUAATU1N9OrVC5cuXQJQ3s3BwMAAo0ePFk2AV1Pm5ubQ0NDAmzdvKt2uLLPZFxcXY/v27ZgzZ45oXVl5IoQgOjoa7dq1k/u5qZq7ePEinj179vUEkAzNIs10/iqygoIC6OvrMx0G9Q01yV9CCEJDQ/Hjjz/CyMgIUVFRsLa2lk+glFISEAGi30ZXuZxeW/O2dZrVnpa/lDJTx/y9ffs2xo4di71794pW/KKUkzB/f/jhB7kurShp/bZGf1lWrVqFvLw8UfeLmTNnIiYmRrQGKZvNRs+ePREWFobFixfj7NmzcHZ2BpvNxqZNm6o9/vLly2FjY4Ply5fj8uXLCAsLQ79+/fDu3Tv069evJqEqJD6fDy0tLdG4EXme9/bt22CxWLQir0QuXrz41Rq9ABibRZqp/FUG+vr64PP5iIqKYjoUqgo1yV8Wi4Vx48YhLi5ONOswAInHr1Hqh81io33j9oibEPfVV/vG7eu8PB0tfyllpi75++rVKyxYsAB8Ph+dO3dGUlISrcirAD6fDw0NDXTp0gXbt29nOpyvfbPdvhLLli0j2traBADR0tIi48aNE9vO5/OJt7c3YbPZBAAxMjIiZ86ckejY169fJw4ODkRTU5MAICwWi+jp6ZHJkyd/8+eE3eyr64agCITdOORp06ZNhM1mk5SUFLmfm6q9gQMHkt69e1e+8cMLQmJPELLC8H9fsSfKX5chJvJXWRw7dowAILGxsUyHQlWhLvl7584dYmFhQc6ePSu9gCiqBmj5SykzVc5fPp9PduzYQfT09EjTpk3p/bYKOnToEAFA7ty5I7dzSlq/rfGj4tWrV4smwiopKcGhQ4fEtrPZbNy4cQN8Ph+EEOTm5mLw4MESHbtbt25ITExEaWkpCCEQCAQoKChASEhITcNUWOfPn5fr+Z49e4Zff/0Vc+fORfPmzeV6bpmS45JsTMnKykLjxo0r39jAFrDwFH/NwlPmy0HJO3+VydChQ2Fra4ulS5cyHQpVhbrkb7NmzeDp6YnBgwfju+++q3LYF0XJCi1/KWWmqvkbFxeHLl26YNasWRg/fjwSEhJU636bAo/Hw6JFi+Dv74+OHTsyHc5X6tbvi6qRvLw8xMbGii2dIEt8Ph8BAQGwtLTEmjVr5HJOuchJAXZ4lP9/h4fKVujfvXsHc3PzqncQrvMMyGVdZ3nnr7LR1NTEunXrcPHiRVy/fp3pcKgv1DV/LSwscO7cORw/fhy3b9+Gg4MDrly5IuUoKapytPyllJkq5++9e/fw8eNHREZGIigoSKHn7qJqZ/v27Xj79i2WLVvGdCiVopV5OdLW1kb37t2hra0tl/P99ddf+Pfff3HgwAHJlzdQdDkpQMZD8dcyHqpkhX7EiBHw8vL69k4NbIGVXJlX5AH5568yGjZsGNq3b4+FCxeK1g6lFIM08pfFYmHEiBF49uwZfvzxR3h6lveOeffunbTCpKhK0fKXUmaqlL/kv8uP/fzzzwCAgIAAxMbGomvXrgxHRslKZmYm/P39RX/zFU2NZrNXVMoymz0APH/+HC1btpTLuQoKCnD16lUMGjRILueTuYot8pWRQ+u0upNn/iqru3fvIj4+HgEBAeBwOEyHQ1Ugi/x9//497O3t0atXL2zYsIHOek/JDC1/KWWmCvn76NEjzJs3D1FRURg6dCiOHz8ODQ0NpsOi5CAxMRGtWrWS6zllMps9VTdlZWWIjIxEWVmZTM9TWlqK1NRU6Ovrq05FHgBK8uu2XYkUFRUhOjoaRUVFTIciIq/8VXYdO3bE1KlTweFwoALPSlWGrPK3YcOG2L59O27dugUHBwcsWbJEJbuSUsyi5S+lzJQ9fwkhmDp1Ktq0aYMPHz4gPDwcp06dohV5FZeSkoK//voLJSUluHnzpsLmL63My1FhYSGSkpJQWFgo0/P89ttv8PDwAJfLlel55I6hJdmY8PTpU7Rr1w7Pnj1jOhQReeWvqpg1axYWL17MdBjUf8kqf9lsNiZMmICkpCQsXrwY27dvx6RJk6R6Doqi5S+lzJQ1fwsKClBSUgIWiwVzc3Ps3LkTsbGx6NWrF9OhUTJGCMGsWbPw+++/4+PHjwqdv7SbvRwJBAK8f/8eZmZmYLNl8xzl/v376NSpE5YtW4YVK1bI5ByMEo6ZPzP1f68NCZbLTO7yFBERgV69eiEtLQ1WVlZMhwNAPvmrStatW4cVK1bg8ePHcHJyYjoctSev/E1PT0dxcTHs7e0RFRWFd+/eYejQofQzQ9UJLX8pZaZs+VtaWoo9e/ZgzZo1WLp0KebMmcN0SJScnT17FkOGDMG5c+fQv39/RvKXdrNXQGw2GwkJCTJLhIKCAowZMwaenp6quzwWQ0uyydunT58AACYmJgxH8j+yzl9VM3/+fDRv3hwzZ86k3e0VgLzy19LSEvb29gDKl2IaPnw42rZti8uXL9M8oGqNlr+UMlOW/OXz+Th8+DBatmyJOXPmoE+fPqo1XJWSSGFhIebOnYs+ffpgwIABCp+/ihmViiouLsbDhw9RXFwsk+MvWbIEmZmZCA0NhaampkzOoRDkvCQbE3Jzc8Fms6Gvr890KCKyzl9Vo62tjaCgIERGRiI4OJjpcNQeE/m7efNmREZGQkdHB/7+/ujevTvS0tLkdn5KddDyl1JmypK/4eHhGD9+PNzd3REXF4f9+/crTO9ISn6Cg4ORnZ2NwMBAsFgshc9fWpmXo7KyMhBCZDaBwrx58x+HMbQAAArYSURBVHDs2DHY2dnJ5PgKRY5LsjGhrKwMFhYWCvUUUNb5q4p8fX0xdepUvHr1iulQ1B5T+du1a1fcunUL//zzD7S1tWFqagoASEpKoi31lMRo+UspM0XNXz6fj6NHj2Lu3LkAgD59+iAmJgZnzpyBo6Mjs8FRjJk9ezbu3LkDW9vyOoai5q8QHTMvZyUlJVJfZ/PDhw/Q0dFRqFZcSjXJIn9VHSEELBaL6TAoKE7+vn//HlZWVnBzc8OyZcvQu3dvmiNUtRQlfymqNhQpf3k8Ho4dO4a1a9ciKSkJffv2xenTpxUmPooZRUVFiImJQefOnb/axkT+0jHzCurMmTNSPZ5AIMD48ePRq1cv2spDyZy081cdsFgsEEIQGBiIQ4cOMR2OWlOU/DU1NcW5c+fAYrHQt29fuLq64siRI0yHRSk4RclfiqoNRclfPp8PV1dXTJgwAQ4ODoiOjsaFCxdoRZ7Cr7/+ip49e+LDhw9fbVOU/K2MSi2QqOhr++bl5eHBgwfo0qWL1HoQ7Ny5E2FhYTh9+jTy81VnnXV198svv+Ddu3cICQlhOhQRWeSvOomOjsbZs2fh7OyMFi1aMB2O2lG0/O3YsSPCwsJw+/ZtbN++HcePH0f//v3B5/NRVFQEAwPVWWqTqjtFy1+Kqgmm8/f9+/cICQnBjz/+CENDQ/z0009wdHSEs7OzKD5KvV27dg1bt27F2rVroaWlJZYTTOWvpHmpEt3sS0pKoKOjw3QYFEVRFEVRFEVRFFVn5ubmSE1N/WY9VyUq80B5hb6kpITpMCiKoiiKoiiKoiiqTrS0tKptsFaZyjxFURRFURRFURRFqQs6AR5FURRFURRFURRFKRlamacoiqIoiqIoiqIoJUMr8xRFURRFURRFURSlZGhlnqIoiqIoiqIoiqKUDK3MUxRFURRFURRFUZSSoZV5iqIoiqIoiqIoilIytDIvoczMTLi7u0NDQwMsFgsGBgY4ePCgaLtAIEC3bt3A4XDAYrFgbGyM8+fPix0jLCwMhoaG4HA48PHxEb3erFkzmJqaiu27evVqsFgsdOnSRex1X19fcDgcGbxDSpU9ePAANjY2YLPZYLFY0NXVRWhoqGg7zV9KkY0aNQq6urpgsVii8nf16tWi7TR/KVUzcuRIaGpqgsVioV69evjzzz9F2548eQJTU1NwOBw4OzujrKyMwUgpdSHLchiA6P76yy9/f3+5vD9KPcjyfhhgKI8JJRFLS0uira1NAgMDydWrV4m3tzcBQKKjowkhhPj7+xMAZOHCheTMmTPE0tKSsNlskpGRITqGiYkJGTVqFDl8+DCpV68eCQoKIoQQMnr0aAKAFBcXi/Zt164d4XA4xMDAQCwOExMTYmVlJfs3TKmMly9fEg6HQ1q0aEH27dtHbt68STZu3EiuXbsm2ofmL6XIfv31V7Jy5UoSHh5OwsPDSadOnQgAcu7cOUIIzV9KtcyePZsAIOPHjyf//PMPcXNzIwDInTt3CCGE2Nvbky5dupATJ04QU1NT8sMPPzAcMaUOZFkOE0IIh8MhPj4+JDY2Vuzr3bt3cn+vlGqS9f0wIczkMa3MSyAnJ4cAICtWrBB7XUdHh3Tu3Jnw+XzCZrOJv7+/aBuXyyUAyOjRo0Wv1atXj4SEhJDCwkJibm5OVq5cSQghJDw8nAAgwcHBon319PTIiBEjCACSnZ1NCCEkPz9f9AeeoiTVvn17YmhoWOV2mr+UMmKxWGTChAk0fymVo6enRxwdHcVe09LSIh06dCCEEGJhYUFmz55NeDwecXZ2JiNGjGAiTIqSWjlMSHklaNCgQXKNn1Ivsr4fJoSZPKaVeQlkZGQQAGTjxo1ir+vr6xMjIyNy/fp1AoAcPXpUbLu5uTlp3ry56PuVK1cSAAQAady4MSkpKRFtY7PZpGfPnmLne/r0KdHS0iLr168nhBASGBhIAIg9QaKo6mhpaRF3d3diYWFBWCwW0dXVJePGjRNtp/lLKZOSkhIya9YsAoCcP3+e5i+lUoQPjRYtWiT2uqurKzEyMiKEEHLw4EHCYrEIAKKvr0+ysrIYiJRSZ7Ioh2llnpI1edwP08q8AhNW3B8+fEhKSkrI9OnTCQCiqalJ/vrrLwKAPHz4UOxnHBwcSIMGDcRe43K55OnTp18d38rKSrTvypUriba2NiGEEEdHR9KpUydCCCHdu3cnHA5HFm+PUmHCAqdjx47k6NGjom7FU6dOJYQQmr+UUjh16pQolwGInoTT/KVUycOHDwkA8tdff4m93qNHD6KpqSn6vri4mMTGxso7PErNybIc5nA4YscWfm3dulVm74dSL/K4H2YijzVqOMRebZ0/fx5DhgyBp6cnAEBPTw/W1tbIzMwU7cNmi88nSAj56jiGhoYwNDT86nVvb28cOnQIRUVFuHjxIuzs7ACUT7h04MABAEBMTAysra2l9I4odaKvr487d+4AKJ/EJj4+HseOHcOePXtE+9D8pRRZr169cPXqVWRkZGDXrl1YtWoV3N3dRdtp/lKqhMViiX1PCBF7TUdHB61bt5Z3WJSak2U5DACdO3fGqlWrxF6reHyKqitZ3w8D8s9jOpu9hHx8fJCbm4t3794hJiYGBQUF4PP5MDIyQsuWLQEAiYmJYj/D5XJhZGQk0fEnTJgAADh8+DASEhLg5+cHAAgICEB+fj5SUlKQm5uL7t27S/FdUeqAw+GgSZMmYq85OjqiqKgIAGj+UkpBX18fvr6+GD9+PO7evQtjY2MsXryY5i+lUuzt7QEAKSkpYq9nZ2dDV1eXiZAoSkSW5TAAmJqawtfXV+yrfv36Un0PlPqSx/0wIP88ppX5GjIzM4ObmxtSU1ORnp6Onj17omvXrmCz2Th8+LBov4KCArx9+xYdOnSQ6Lg+Pj7gcDjYv38/ioqKMHnyZACAm5sbNDU1MX78eADlN5cUVRNNmzbF27dvxV57/vw56tWrBwA0fymlxePxaP5SKkVfXx96enq4ePGi2OuJiYlo1aoVQ1FRVNWkVQ5TlKzJ436YETLrwK9ifvvtN7JmzRoSGRlJ1q9fT3R0dIienh4pLCwkhPxvKYNFixaRM2fOECsrq6+WMqhO8+bNCQCipaUl9nrLli0JAKKhoSHV90SphwMHDhAApEePHuTq1atkxowZBIDYckY0fylF1rFjR7Jjxw5y8+ZNcurUKdGSSMLJ6Wj+UqpEuDTdxIkTyT///EPc3d0JAHLr1i2mQ6PUmKzL4aqW9EpPT5fl26LUiDzuh5nIY1qZl9DcuXOJhoYGAUDYbDZxcXEhr169Em3n8/nE29ubsNlsAoAYGRmRM2fO1OgckydPJgC+WpJGONmevb29VN4LpX6WLVtGtLW1RZWVirN3EkLzl1JsdnZ2okllWCwWMTExEd1AEkLzl1I9I0aMEOW8rq4uCQwMZDokSs3JuhyuauKwVq1ayeLtUGpK1vfDTOQxi5BKRvVTFEVRFEVRFEVRFKWw6Jh5iqIoiqIoiqIoilIytDJPURRFURRFURRFUUqGVuYpiqIoiqIoiqIoSsnQyjxFURRFURRFURRFKRlamacoiqIoiqIoiqIoJUMr8xRFURRFURRFURSlZGhlnqIoiqIoiqIoiqKUDK3MUxRFURRFURRFUZSSoZV5iqIoiqIoiqIoilIytDJPURRFURRFURRFUUqGVuYpiqIoiqIoiqIoSsn8P/3dlsU1ukXWAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig,ax = plt.subplots(figsize=(10,8),\n", + " subplot_kw={'projection': ccrs.PlateCarree()}, constrained_layout=True)\n", + "\n", + "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", + " linewidth=1, color='black', alpha=0.3, linestyle=':')\n", + "gl.top_labels = False\n", + "gl.right_labels = False\n", + "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", + " linewidth=0.5, color='black', alpha=0.5, linestyle='--')\n", + "gl.top_labels = False\n", + "gl.right_labels = False\n", + "\n", + "# ax.set_extent([0, 40,-60.916664, -20], crs=ccrs.PlateCarree())\n", + "\n", + "# ax.add_feature(cfeature.OCEAN)\n", + "ax.add_feature(cfeature.LAND, zorder=1, color='black')\n", + "# ax.add_feature(cfeature.COASTLINE)\n", + "\n", + "for j, ft in enumerate(simulations[::-1]):\n", + " ax.scatter(surface_events[ft]['lon'], surface_events[ft]['lat'],\n", + " zorder=2, s=20,\n", + " label=f\"$\\lambda_f$ = {ft} days\", marker=next(marker))\n", + "\n", + "ax.scatter(origin[0], origin[1], zorder=5,\n", + " label='Sampling Location', marker='*', s=100, edgecolors='black')\n", + "\n", + "for r in range(1, 10):\n", + " circle_points = geodesic.Geodesic().circle(lon=origin[0], lat=origin[1],\n", + " radius=r*1e6,\n", + " n_samples=360,\n", + " endpoint=False)\n", + " geom = shapely.geometry.Polygon(circle_points)\n", + " ax.add_geometries((geom,), crs=ccrs.PlateCarree(), facecolor='none',\n", + " edgecolor='black', linewidth=1., zorder=3, ls='--',\n", + " label=f'{r} km')\n", + " \n", + "handles, labels = ax.get_legend_handles_labels()\n", + "handles = handles[::-1]\n", + "labels = labels[::-1]\n", + "\n", + "ax.legend(handles, labels, ncols=3, fontsize=9, shadow=True)\n", + "\n", + "ax.text(3,-24.5, r\"$1,000$ km\", fontsize=5)\n", + "ax.text(-14.5,-30.5, r\"$2,000$ km\", fontsize=5, rotation=70)\n", + "ax.text(-25.0,-30.5, r\"$3,000$ km\", fontsize=5, rotation=70)\n", + "ax.text(-35.6,-30.5, r\"$4,000$ km\", fontsize=5, rotation=70)\n", + "ax.text(-46.6,-30.5, r\"$5,000$ km\", fontsize=5, rotation=70)\n", + "ax.text(-63.7,-48.5, r\"$6,000$ km\", fontsize=5, rotation=75)\n", + "ax.text(-79.7,-52.5, r\"$7,000$ km\", fontsize=5, rotation=62)\n", + "ax.text(-89.7,-45.3, r\"$8,000$ km\", fontsize=5, rotation=50)\n", + "ax.text(-90.,-27.3, r\"$9,000$ km\", fontsize=5, rotation=55)\n", + "ax.set_extent([-97, 65, -63, 0], crs=ccrs.PlateCarree())" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "6e4476d2", + "metadata": {}, + "outputs": [], + "source": [ + "frag_into_NPs = np.load('../data/frag_into_NPs.npy', allow_pickle=True)[()]" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "id": "3d4a2ec3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.001, 0, 'B')" + ] + }, + "execution_count": 96, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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BuvKDVBWdbrE/dtosJs27Gt0xJfU7CqGZu6BSrybkgYmo/c5qWK1WK7/++isAM2bMcIsca24hVOzevZvZs2c7/m+ydb3llltYuXIlhYWF5OXlOfZHR0eTlpbGQw89xBtvvEF4eDh/+9vfXBo+UKFQ9Ird5wsvvMDdd99NSEgI8fHxDjv8mJgY5s+fzy233NLieFdoKqZMmcKhQ4fIz8/H19eXtLQ0nn766RbHTJ8+nXvvvZeHH36YiooKNm7cyNKlS6mpqSEoKAhPT0927drVwhH1uuuuIzExkcDAQMfqfEFBAYGBgSxZsgSVSsXGjRu7Xf+OoFAozmui1BP0ZH+uWLGCFStWALBy5UoOHTrE008/jdVqbbM//fz8utzPgNO+dqd+7m0UCgVeXl54eHigUCjYt28fkiQRFRVFQkICW7NKufNf2/mj8iMm8zMHDl+LfuJMEhoFiuqhdYz9fcfDqfZH3HE+EHSPc38XAsH5kCSJxW9vJ+NUZYvt0cFerL5vBnLAJwvr1q0nJWUeGo3GdaFgz+yGz26C2kL5//AJsOQ7ck0VPPH577jnvVPEtLS4RH/DtVTHX8mOn+uxGG0ttAuB4RUYq3bQUFuEqa6KM4dbnjvqohnMu/t+TLvKqf3PaepNZ6NVaaN8CLhmJJrBrU0GT5w4gdFoRK/XM3bs2Fb7ewO3ECouueSSduPNr1y5stW2iy++mD179vRgrS48WVlZbN68ma1btwKQkJDgyAy7f/9+EhISun2NlJQU9uzZQ319PZGRkXz99ddMnjyZl19+mdmzZ2O323n00Udb2SJPmTKFlJQUxo0bR2xsLLNmzXKU98Ybb5CYmMj48eNb1NHHx4eJEycyc+ZMx7aDBw/yyCOPoFKp8PT05P333+92m9yVC9GfbaFWq532Z1f7GZz39UDv5/ZoErxixyTw+39nsOZQEX9WrySRn9m//zfYImaT4DMYgGJ9Pkm/v6E3q+sWiPlAIBiYNPeZMJhtrQSKMWG+rL5vBkqlLDhYFBI6Fei1ajQaF7zOShKseQx2/fPstpu/hhFzOFl9kiXf3MDDH9Y4BArboluoG3sx2TlQXdQARWdNs/xD9YydGcCpfV+Q/ev2FpfxDw0jdtosImLjiBybgFRmofL9Y1jy6wBQemnwmTME7+QwFGrn2ocdO2Szr7Fjx6JStROu6gKikNwte9QFoqamBj8/P6qrq1tEfzpy5AhxcXFup6J99dVXSUlJYcyYMb1dlQ5jtVoZP348mzdvJjg4uLer41b0xf50xoXs56bfaG5uLllZWVx22WVMmjSpR6/ZGcxmM08//TQnTpxg5cqV/O1vf8NkMvGNKZ4qyZObVOn8QbOS7ZtHkx3zOJf6KvDRBFCuLibh2VSUF2hiaOv5N5Dp6v2wWCykpaWxYMEC4b/RDuf+LoSjtnMG2phqbuJ07dvb23S23v3kZei1qpaaCLMZW+OYil65Ek13x9SZ3bDqCrA0hlf1DoVbVsOgURTVF3Hj19dy23/KmZQtURaaSN7031NV0TqTd+ToAKYsiqa+6hjp7/wdQ3UVAKHDYxh10QziL7kMvZ+/43hTXg2lb+13uFT4XhaFz+whKFTtmzJVV1fz6quvAnDvvfe2O/eeb0y5cj5wC02F4Pw89NBDvV2FTrFv3z6uvvpqbr/9diFQtEFf609niH5uicVi4cUXXwRwCBQAtZKWherdvKD+F//JHYTK/2pi1Gfw0YzDIpmIefDSCyZQCAQXmua/i3fffbeXayNwF9p0vj6HSUMDCPLStjZrslhQvfgiowBLd8aUoQK+vhuy1p/dlnAdXPMOdiTuXn8nB05u56Gv7YzPlajxG8aBuDuhUaDwDtQROSqAiNgAoscHY7PU8/1r/8eZzEON+4NY9MBjRIxuvYBoOFhKxafHQAKlr5bA62PxGOHfoWo3mUpHRES41dwrhApBj5CYmEhubm5vV0PQw4h+bolarea+++7j5MmTnC6tBqBBUpPoa+DvvMumei+iMqPJGhdIsm8sAJrkALyCA9orViDo0zT/XahdEBJZ0LeRJAmD2dam8/W54V+d+kmo1djuu4/ckyeJ6uqYKjkCXyyFksYcUsMvgUufgYiJSJLEI5sfIevYdv73ExvhlWDT6Mi+5A9QDUGR3iy4JwHfYDlQi2S3s3fdanZ+/V+HdmLURTOYe+e9eDRG/HO03y5R9U029btkOypNpDfBt8Wj8uqYZspoNDoctKdPn961tvcQ4tctEAgELkKn0/Hyyy+TlpbGmv1nALAqdXwa9ikVp+sp3huGfegVjPLUolQoMfgaGJk6o5drLRD0LM1/F23lBxH0f9ozc2rufN1hZ2udDvvLL3MoLY2oroyp3f+C1Q/K3zVecON/IPqsD+Gz259lc/Z6/vKpLFAovbyouuc1qjLM6LzULFw2Dp9ADwCqS4r44oWnqCqWHbv1fv6kPvo0g2NGtb4PNjuVX2Zh2FMCgGfiIAJ/MxKFpuOa6v3792OxWPD392f0aPcKOC6ECoFAIHAxkgSHTpcxFhjiq0J7ahNrDAGMKB/B4TAvIvRy4qPw6yeIaDgCgaDf0qSVcOYvca7zdY9js8LqB2Dvv+X/PQPhzg0QeDYZ3U95P/Fl1pf87mc74RWg9PMj5N0P2fSuHD92WmoMPoEeGOvr+GrFMxRmHXOcO2LSRVy+7EE8vFpqJ0C+FxX/PU7D/lJQgP/VMXgnh3Wu+jabIy9VcnKyW4SRbY4QKgQCgcDFnKqDmvoG0ECoOZdypRLNQS+Oxt7IEE0pSoUSo96I94iBmYtCIBD0f5yFhYWzZk56rYvCwHaEylx4PwXqGsM3Jd0Gl68AzdlcUyerT/LnHX8m+aidq3bI3tODn3uOH9fWYrXY8Q/VM3paGPvW/cCOrz+jvlLOgK1QKrnx+Zfa1E4AWMsaqPjiOOZcWbAKSB2J15TBnW7CqVOnqK6uRqvVMmHChE6f39MIoUIgEAhcRH19Pd7e3gRcehczkuWoVF4N+Xyh8mVc+TB+DW8g2lvOehpw8fDerKpAcMFo+l0AVFZW4u/v37sVEvQ4kiRRXm9uIVC4NDldfT0ab2+uAiyVlXC+MXVkNXy7DIzVoFDBpU/BjJYBU46UH2HpuqVQXcs9a+Vt/tcuJk83hqIcOTz4rOtHcXzHVn764C3HeQvue4TR0y922h5TTjWl7xyQ/1GA34LoLgkUgCPX1ZgxY/Dw8OhSGT2JECoEAoHAlSiU6EddhE5hBECHkZo8PwrCpuEvncRLPRKbwkbgtOjzFCQQCAR9j7aiOu1+8rK2ozhdCDb/BTb+Wf4eEA3X/xsGx7c4pKyhjP/30/+jzlLHQxuUeDVY0MaMwPveP7Dmpf0AxE0LY/AIPe/eK+exCAiP5NonX8AnyHn0pbodhVR9fwIApZea4NsT0Ia3No3qCCaTif37G+sSF9elMnoa9zLGEggEgj6MXq/nq18Oo/YNIUpdBUC+GqYcUFMUEMwIfSQAurgAFBrx+BUMDPR6Pfn5+axatcrtckAJXIvdLnHpK5tbCBROw8J2B70eS34+a1atgvbG1MEvzgoUQ2fA3VtaCRQAf/n1L5Q2lHLdLg1TD1oACH3iSTb+5wQNtRb0flpmXDuSQxvTaaipxidoEEte/Fu7AoWlrIGq77LBJqEO9iR0+aQuCxRw1kE7MDCQkSNHdrmcnkRoKgQCgcBFKBQK1mXLWVEjPYxUGxUUGnUMCpqH3XacSK9FAATOFqZPgoGDQqFg0KBB+Pn5icAE/RhJklqEiW2K6tQjfhMKBQwahNnPD5yVfXoXfHuv/D3uSrj+ozYP23JmC+ty13HxATuLf2oAIOieuyn3GcnpI/tRqZVccV8iGg8Vhzf/BMDEBVei1mqdVs9usFDyj71gB3WontD7JrSbHbsjHDggm1AlJSW5nYN2E+5ZK4FAIOiDFFQ1sPZwMQC+qsbkSAUm8gdPZLBGjUqhBh8Vmsiur1YJBAKBOyFHeLJSXm92aCiig734afnFeOnUvSNIntoOKxeCtQH8h0LqP9s8rLCukMe2PIanwcZdP8r19Jk7l4Df38vGfx8FYOyscIIjvTl9+ADFOdmoNBpGXeQ8FLhksVP6r8NIRhsAgdfHdlugqKys5MwZOUx5fHxrTYu7IIQKN2T79u0MHTqUzz//3OVlp6amEhAQwOLFi1tsX716NbGxsYwcOZL33nvvvNudceutt7J69WqX17sv05P9qVarSUxMJDExkTvuuMOxXfRn7/DBVtl21ttcjt3aqEKvGYzJnsMI3/EA+EwOF6u1ggGF2WxmxYoVfP7555jN5t6ujsCF2O0SC//2M2OeXsekF350bO/xMLFmM8oVKxj1+edw7piqKYT/3gw2M4SNhzt+Am3bJlJPb3sag6mWp77VoDHZUIeFEfHyS2T+Ukh9lQm9r5bJC2X/t53fyHP46GkX4xs8qM3yJLtE+b8zsZyuBSD4zq77UDTn4MGDAAwbNgw/P79ul9dTCKHCDZk6dSpvvPEGn376qcvLvv/++/nwww9bbLNarSxfvpwNGzawZ88eXnzxRSoqKpxuF3SOnuxPf39/9u3bx759+xxCgujP3qGy3sxHO08DcDLtHcwWWaiwaIegspwgWBcBgH5iaK/VUSDoDSwWC8888wwff/wxlsbfhaBv0qSVMJit1JusrfwnQPah0Gs7nsytS1gsqJ55hriPP4bmY8rSAJ9eD/Wl4B0KN30N3m0LAB8e/pAdhTtYskFi+EkjCo2GiJdfwoaKX1efBCBp/lA8vDSc3JdB3sF9KBRKplx9rdNqVaedxHisEhQQeONoPEb4d7updrudjIwMAMaNG9ft8noStxEq3nzzTaKjo/Hw8CApKYmtW7e2e/wbb7xBXFwcnp6exMbGtnpR7i6SJGE323rkT5Kk814/JCTEETrMlcyePRsfH58W23bt2sXYsWOJiIjAx8eHBQsWsG7dOqfbz+Wpp54iLi6OhQsXUlJS0mLfFVdcQVJSEvHx8Xz11Vc8+eSTvPPOO479N910E2vXrqWuro7LL7+chIQEEhIS2rxOd5AkCYPF0CN/vdmfbTEQ+tMd+XjnKUxWO3prLTOiPDHa5VW6Gq9QgrReKBVKVEE6NMGe5ylJ4G7zgaB7qNVqli5dyty5c1GrhStnX6W5VmLM0+sY+8y6Fv4Th59NIfO5lMawsT2sjVWrsS9dSu7cudB8TP3wCBTuB6033PQleAW1efr3J77nr7v/ysh8ifm77QCEPvUk+okT2fX9SUwGK3o/LWNnyYtBe9d+D0D87MsIDI9os8z6X4uo+zkfkMPG6se1Lcx0lry8PEduCnc2fQI3cdT+7LPPePDBB3nzzTeZPn06//znP5k/fz6ZmZlERUW1Ov6tt97i8ccf591332Xy5Mns2rWLO++8k4CAAK644gqX1Emy2Cl4eptLyjqX8OemoTiPFP/UU0+Rl5eH2WxG244zUHJyMiaTqdX2tLQ0wsPDO1SfgoICIiLO/kgiIyPJz89Ho9G0ub05u3btYu3atezfv5/y8nLi4uJYtmyZY/+qVasIDAykurqa5ORkvv/+e5YuXcpdd91FXV0dO3fuZNWqVXzzzTcEBQWxdu1aJEmitra2Q3XvKA3WBpI/SXZpmU3svHEnek37EU16qj9rampISkrC09OTP//5z1x88cUDoj/dDUmS+HSXrKX402+SCUmu59fDclxzk8JIqMdQAHTR/r1VxT6DO84Hgu6h0+l4++23SUtLQ6fT9XZ1BF2gKapTkxDRnAueFRtAp8P29tvsT0sjomlM5e2EfY2Zsq95BwYntHlqRnEGf/r5TygkiXt/8UYhVct+FNddR2VRPXvT8wCYdk0MKpWSuopyTu6TNQUT5l/ZZpl1Owqp+iYbAO/p4fjMjHRZU3fu3AnIYWTbe39wB9xCqHjllVe4/fbbHTbhr732GuvWreOtt95ixYoVrY7/6KOPuPvuu7n++usBGD58ODt27ODFF1/sF5PIF198QWhoKOPHj+f48eMOyfTZZ5+lvr6eBx54wPFy2DTYukNbK+0KhcLp9uZs27aN1NRUtFotYWFhzJkzp8X+V199le+++w6QpW1vb28UCgUnTpxgy5YtpKamolKpSEhI4KGHHuLRRx8lNTWVqVOndrtd7kJP9mdubi7h4eEcOnSIhQsXcvDgQdGfvcCmY6XkVzXgqVFxxbjBHDpRglXSgAIkSyGh3hcB4BHj37sV7QOI+UAgcC+cRXVqmj66ncjOFdgssPpB+XvCtTB6YZuHVRgreGijnPTuhpzBhJ3IR6HVEvLoH7Db7Pz4L9miIHJ0ALHJcoK63au/BklicMwoBkUNa1WmMavSIVDohvvht9B10f1qamo4elR2GJ82bZrLyu0pel2oMJvNZGRk8Mc//rHF9nnz5rFtW9uaApPJ1CqToKenJ7t27cJisaDRaLpdL4VGSfhzPdOB7cWnNxgMPP/886Snp/PEE0+QmZlJfHw827dv59tvv23xAgqu0VRERES0WLE+c+YMycnJTrc3R5Ikpw+TjRs38ssvv7Bjxw48PT0ZPXo0JpOJW265hY8++ohNmzbxj3/8A4BRo0axd+9efvjhBx544AGWLFnCvffe26H6dwRPtSc7b+y+AOasbGf0dH82bYuPj2fMmDEcP358QPSnu/HJLnll67pJkei1anwMZ5AUsupbbSvHTyt/17nAvrY/467zgUAwkGmw2FpFdbqgWomOsOMtKMkEnR+ktF58aGLFzhVUmiqJloL4TXo9diBw6W1ohwzh8NZ8Sk7VotGpuPi3sQA01NWyd60crGTKVYtblWfKq6H84yOALFAE35ngUgFr165dSJJEREQEoaHu74/X60JFWVkZNput1c0KDQ2lqKiozXNSUlJ47733uPrqq5k4cSIZGRl88MEHWCwWysrKCAsLa3WOyWRq8bJWUyP/QCwWi8NxrLkDmUKhOK+JUk/wwgsvcPfddxMSEkJ8fLzDDj8mJob58+dzyy23tDjeFZqKKVOmcOjQIfLz8/H19SUtLY2nn34aPz+/Nrc3Z/r06dx77708/PDDVFRUsHHjRpYuXQrI9zgoKMgxwR8/LpuDXHfddSQmJhIYGOhYtS8oKCAwMJAlS5agUqnYuHFjt9vVHIVCcV4TpZ6gJ/uzsrISvV6PTqfjzJkzZGZmMnz4cHx9fft9f0qShN1ux2q19rrjZ0W9mY1HZd+TlFh//P39+ctlWpjwAACBKi8AlP5a7B4K7G7gqNrb98wZ7jQfdIS25g5Ba+rr64mIiMBms3H69Gn8/f17u0puizuOKbPZ6vj+9T3J2GxWbLZerBBAfT3qiAgW2mxYDv2MeuP/ogCsc55G0vm3dN5uZOPpjazNXQuSxAubBmOv3I86IgK/226jwWBi95pcAMZfFolXoAaLxcKBn9Zht1kJCItg2ITJLfrFVmWi/INDSEYbqkGe+P52JFartdV1u4rJZOLXX38F4KKLLurymDjfmHLlWOt1oaKJcyW79lZMn3rqKYqKirjooouQJInQ0FBuvfVW/vKXv6BStS0IrFixgmeffbbV9vXr1zsyfGo0ml6VBLOysti8ebPDKTEhIYG3334bkDMpJiS0bR/YGVJSUtizZw/19fVERkby9ddfM3nyZF5++WVmz56N3W7n0UcfJShIdm5ytr2JKVOmkJKSwrhx44iNjWXWrFktrvXGG2+QmJjI+PHjHfX38fFh4sSJzJw503HswYMHeeSRR1CpVHh6evL+++93u629TU/355EjR7j77rtRKpUoFApef/11AgMDAef91l/6My8vj6KiInbv3k1xcbFLy+4smwoVWO0qwvUSp/f/gsFgINzXk9LG/cFaWYVeqq7l17S03qtoMwwGQ29XoV3cYT7oDOnp6Z0+ZyBhNBodY27Dhg2tNEuC1rjLmJIk+OsBFSD//tavX4/uwq+3tkJlNLLIYEANVH71//C0NlDtMYRNhUHQxnPWYDfwWu1rAPw2exiaHfuRlEpOLlpI5qZN1GRrqavQodTYKTAfoijtEHarlVPffQaAOnIYac3KVVkUjDngi9aswqKxsz+qAOuG/FbX7Q5FRUWYTCZ0Oh0nTpwgJyenW+U5G1OunA8UUkdC1/QgZrMZvV7P559/TmpqqmP7Aw88wL59+9i8ebPTcy0WC8XFxYSFhfHOO+/w2GOPUVVV1WamwbZWpoYMGUJZWRm+vr6AfGOzs7OJi4vr0sTSk7z66qukpKQwZsyY3q5Kt7FarYwfP57NmzcTHOw8xX1/RvRn1zAYDBw5coSTJ09y/Phx5syZQ1JSUo9esz1MVjuXvLyFsjozf5g3kjumDyUnJwePL37HKtuVYLdzRfVIQj2H4bNoGPpGG93epqamhuDgYKqrqx3PP3fAneaDjmCxWEhPT2fu3LnCzKod7HY7OTk5bN26lRtvvFE4a7eDu40pg9nK+Oc3ABA32Idvl13U+/4TAHY71pwcjqb/kwkV/wLAeut6pIiJbR7+zI5n+D7neyJ1g/nbKjXWk7n43347wQ8+gLHewod/3AHAtMUjiL9YNivO3LKBH9/5O17+Adz62j9Rqc/2R9V/szAdLEfhoSLwnnjUQa6N6mexWHj77bepqalh/vz5TJzYdrs6WlZ7Y8qV80Gvayq0Wi1JSUmkp6e3mETS09O56qqr2j1Xo9EQGSl72P/nP/9h0aJFTlOX63S6Nh9kGo3GcZPd4QfsjIceeqi3q+AS9u3bx9VXX83tt98+YAUKEP3ZXRQKBUqlErVa3au/2+8PnqGszoyvh5pbpg9Hp1MTM2I4pTbZoVFhtxHUlJ8iJtBtnjHuUo9zcaf5oDN09byBRExMDMePH0en04l71QHcZUxppLMCxBe/n4ZW2+uvjWcZHk10w0/y90lLUQ9rO8Lj7qLdfJ8jh4T9n7yJWE9+h9LHh0G3L0Wt0bDpK9mUV++nZfycKIe/yOEN6wEYP28BHp5nF5rrM4oxHSwHIHjJWHSDXb8ws2fPHmpqavDy8mLixIkuGQvOxpQrx5lbjI7ly5dz8803M2nSJKZOnco777xDXl4e99xzDwCPP/44+fn5jtjjx48fZ9euXSQnJ1NZWckrr7zCoUOHWLVqVW82Q9ABEhMTyc3N7e1qCFzEQO/Pr/fK6u5bpw3DW9f4OK0tpim/q1JSoFZqUHioUIe4l/bTXRHzgUDgnriDgqI5igOf4t+Qh6T2RDFjeZvH1Fvq+dPPfwJgsW4qvh/KJkwhj/4BdWAgxSdrOL5LNqG9+LexDoGipqyEwuxjAIy9+FJHeZIkUfPjKQA84gLRDXd9dmtJkhy+FNOnT3cL4bKjuIVQcf3111NeXs5zzz1HYWEh8fHxpKWlMXSoHNu9sLCQvLw8x/E2m42XX36ZY8eOodFomD17Ntu2bWPYsGG91AKBQDDQKKxuYPsJebXqykRZG2GxWPjyvZcYrtSBHdSSvFKuCfNG4W7RUtwUMR/0PywWC3/729/IzMx0G7MeQR/HbEKV9j8A2Kfej8p/SJuH/fPAPymsLyRME8zvPsrHYrXiMW4c/r/5DQC/psmZs4cmBDE88WyyuqO/bAFgcMwofINDzl72dC22Stl0MvC6WJc3CyA/P5+ysjLUanW3zJ56A7cQKgCWLVvWIslWc1auXNni/7i4OPbu3XsBaiUQCARts/KXXKx2iYlR/sSEeAOyT8DaT9/m6uvGgxnUyB6N6iDhmNoZxHzQvzCbzTzyyCOAHCzC3XwWBX2Qg1+ikKrAJGGPv4m2fMczyzNZeWglAE+fSsRyYi0KnY6Iv/4FhVJJZVE9pw7JC0NTU0c4zrNZrRz4aS0AY2dd2qJMY6Z8vEdcIErPnnmF3r59OwCxsbF9LqiB2wgVAoFA0Fcoqjbyzy1yJI67Zp2djFQqFdfMHEupJGc91Sga/bWE6ZNgAKNSqbjhhhsoKChwGpFLIOgwZdmwXs5lU1MUiqc+oM3D3tr/FhISl2kSCP50AxIQfM/daBu1nod/LgAJhsYHERTu7Tjv8KYfqS4uwtPHlzGzZrco03iiGgDP+J7xISwtLXWEnu+LSWOdZ2ETCAQCQZs8+/1hAEYM8mLemLNhqD08PFiUHEOdRV5d0ilkZ2DhTyEYyHh4ePDhhx+yfPnyPrfyOtDp3figbWCzwKc3gKkaKSSezVf+L7Qxpo6UH2HT6U0gSdz5oxLJbEYbHU3QnXcCUHKqhgMbzgAQN71lLpt9638AYOL8K9E2c9C21ZixnK4FQBfj7/q2cTbZ3fDhwx2BJ/oSQqgQCASCTpBVXMvaw3Iitv+5cmzLzLKShKLoACaLrKHwVMiTnbbZKphAIBD0BSRJ4tq3t/d2NVqy72MozwKNHut1H2FXats87N2D7wJw55kYFNsyQKEgfMX/olCrkSSJLf85jmSXCI32beFLcSJjF6WnTqJUqRl32eUtyjQeqwBAE+6F2s/1YZGtVisHDx4E5JxRfREhVAgEAkEneGvzCSQJLosLYebIQS13GipQ1BVhsckTnRoVkkpC6SMcUwUCQd+iwWIjs1DONj8mzBdPTS+brtWVQvrT8veZy8GvbefsEkMJP+X9hI9B4rI0eQEo8Lbb8ExMBODUoXKKT8rtuvSWuBZ5N3Z8+SkAcTMvQe/n36Jc44kqAHQj2za36i5Hjx7FaDTi7e3NqFGjeuQaPY3wqRAIBIIOkl1Sy/f7CwBYOj261f6GomN4AlarrJlQS0rwVrlHsiiBoJeor69n2LBhmM1mTp06hb+/f29XSdBJPr9nau8/xza/CMZq8I+CcbehDg/ncrMZTp2CZmPqs2OfYZfsLNvui6KiEs2QIQy6/z7H/ow1ckjYhIsjCBjs5dhenJNN0YksFAol0679XYtLS1Y7xmOVAHiM9KcnaNJSjBs3zmmOHXenb9a6n7N9+3aGDh3K559/7tJyT58+zSWXXMKYMWMYN25ci/JXr15NbGwsI0eO5L333jvvdmfceuutrF692qX17uv0VH8CpKamEhAQwOLFi1ts72x/drafYWD29Svpx7HYJKZEBzItprWjnrLkMDZAaZOzq6pQovQWazcCQVlZGTU1Nb1dDUEX6W15AmM17P23/H3+X0DjiaKsDN05Y0qSJNbnrsfHIDFhn+z/MPjJJ1A2+l3kZZZTlFONQgETLx/a4txj27cCMGJSMr7BLbXQppxqpAYrSr0a3TDX56aoqanh+HE5CV9CQoLLy79QCKHCDZk6dSpvvPEGn376qUvLVavVvPbaa2RmZvLjjz/y0EMPUV9fj9VqZfny5WzYsIE9e/bw4osvUlFR4XS7oHP0VH8C3H///Y4kYE10tj9FP3eM0xUG1h6SVelPLxrT5jHa0oOUq1RobLK9rQoVKh/X294KBH0JT09P9u7dy9/+9jc8PT17uzqCvsiv74G1AYJHwajLwdMTy969bPjb36DZmNpdvJvcmlzm7legNFvRjYnDa9YsQBY4tn2ZDcCYGeF4B5x18LbbbBzeLGfnjp06o9XlTadk4cUjNhCF2vWvzrm5uUiSRFhYGGFhYec/wU0RQoWbEhIS4ggr5irCwsJIbLQpDAkJITAwkIqKCnbt2sXYsWOJiIjAx8eHBQsWsG7dOqfbz+Wpp54iLi6OhQsXUlJS0mLfFVdcQVJSEvHx8Xz11Vc8+eSTvPPOO479N910E2vXrqWuro7LL7+chIQEEhIS2rxOX6Yn+hNg9uzZ+Pj4tNjW2f7saD+D874+t5+BNvt69erVfbaf/74hC7sEk4YGEB/R9kqVoiSTEpUKdWNIWRVKNH7iJUowsFEqlYwdO5aoqKg+a9Yh6EXqSuDn1+XvyffIahOlEsaOpTYqSv7eyGfHPgNJYsFheTEn4Le/dZhtndhTSnl+PWqtkouuGtHiEif3ZWCorkKt1REzZVqrKphz5VCy2iifVvtcweHDckTB6OjWZrV9CaGXd4IkSVhNph4pW63Tndc28amnniIvLw+z2YxW23Z0A4Dk5GRMbdQzLS2N8PBwp+ft3r0bu93OkCFD2LlzJxEREY59kZGR5Ofno9Fo2tzenF27drF27Vr2799PeXk5cXFxLZJWrVq1isDAQKqrq0lOTub7779n6dKl3HXXXdTV1bFz505WrVrFN998Q1BQEGvXrkWSJGpra9u9P51GksBicG2ZTWj059UN93R/NqegoKBT/dmRfob2+/rcfk5NTeXWW2/ltttua9HXqampPdvPPURBVQNfZMjhB5fPdeJAJ0lQeowzGjUqSX60qiQlGh8RQlMgEAi6zPcPgKkaAofDxCVOD7ParWzL30bcafAtrQe1Gt+UFAAku8Su7+XcQvEXR+Lh3TJ4RpPp06iLpqM+J+O73WjFlCtrKnoilGxNTQ3Hjh0DYPz48S4v/0IihAonWE0m/nbL4vMf2AXuX/UFmnZidX/xxReEhoYyfvx4jh8/Tnx8PADPPvss9fX1PPDAA46XwJ07d3b6+uXl5SxZssRhOy+1EYhaoVA43d6cbdu2kZqailarJSwsjDlz5rTY/+qrr/Ldd98BkJeXh7e3NwqFghMnTrBlyxZSU1NRqVQkJCTw0EMP8eijj5Kamur6pC8WA/xvx17KO82fCkDr5XR3T/fnuXS2PzvSz9B+X5/bz0VFRcTExLTq6x7v5x7im3352CVIGhrQpi8FAIZyMNVQrPNBUjQKFShReonIT4KBjcVi4f333+fgwYPMnTsXjUb8JvoCbpGjIj8DjqXJ3695F1SNY8diQfH++ww9eBDmzgWNhr0le6m11LJwnwqw4TP3MlS+vgCcOlxOZZEBpVpBUkpLXwqToZ7sXXLo3IQ581pVwZhVBTYJdbAnmkGuzzm0Z88eQLYmCQ0NPc/R7o3QQ7oZBoOB559/npdeeon4+HiHycz27dv59ttvHWYqTSQnJ5OYmNjqr6CgoM3yTSYTqampPP7440ybJqv4IiIiWqxMnzlzhrCwMKfbmyNJklOty8aNG/nll1/YsWMH+/fvJyoqCpPJxC233MJHH33EqlWrWLJEXnUYNWoUe/fuJT4+ngceeIB//OMfXbh77kdP92dbdLY/O9LP4LyvnfUz0Kqv+2I/VzdYeLcxe/aice3YuhbuB+CYUYm9MWuwCgVKvXiBEgxszGYzv//973nzzTcxm829XR1BB3CLHBWSBN82Rm0amQKRk87uM5tR//73JL75JjSOqfW561HZJBJz7AAE/u5sBKd96XkAjJke3kpLkbVrOxaTEf/BYUSMHtuqGqYsOeqTroeiPh04cADAYZ7elxGaCieodTruX/VFj5XtjBdeeIG7776bkJCQFi+hMTExzJ8/n1tuuaXF8Z1Z2ZYkiVtvvZU5c+Zw8803O7ZPmTKFQ4cOkZ+fj6+vL2lpaTz99NP4+fm1ub0506dP59577+Xhhx+moqKCjRs3snTpUkBW6QUFBeHp6cmuXbsckQ2uu+46EhMTCQwMdKzaFxQUEBgYyJIlS1CpVGzcuLHD7eoQGr2sUegJNM5XLnqyP53R2f7sSD+D87521s/Quq97vJ97gJW/5FJpsBDh78lvp0Q5P7D0KAA1Ni/8GhPiKVGi9BSPWcHARqVSccUVV1BcXIxK1cu5DgQdwi1yVBz4L5QcBrUHLHq15T6VCnvjmApuHFM/5/9M/CkJbYMNVUAAnhMmAFCaV0v+8SoAxs9pndti3zo5imHs1FmtFs4km4ThYBkgO2m7mtraWkdglHHjxrm8/AuNmO2coFAo2jVR6gmysrLYvHkzW7fKtn0JCQm8/fbbAOzfv7/bYcZ++eUXPvvsM8aNG8c333wDwEcffURCQgIvv/wys2fPxm638+ijjxIUFATgdHsTU6ZMISUlhXHjxhEbG8usxigLACkpKbzxxhskJiYyfvx4R/19fHyYOHEiM2fOdBx78OBBHnnkEVQqFZ6enrz//vvdamsrFIp2TZR6gp7uT5Dv8Z49e6ivrycyMpKvv/6ayZMnd7o/z9fP4LyvnfUztO7rHu9nF2O12fnv7tMAPHjZSDzam1irZZ8LldYHm0qemNSSCoVOvEQJBjYeHh58+eWXpKWl4XGB51VB9+mVHBU2K2x9Sf4+5U7wi2i538MD25dfsistjQUeHhwoPcCZujMsOibX02fuXBSNwsahrbImfti4YPxDWy4CFp88QXGOHBHq3AzaAMbsSqQGKwoPdY/kp2haaAwLC+sXkdGEUOFGjBw5kl9++cXx/5w5cxx26wcPHiSl0eGoq8yYMQO73d7mviuvvJIrr7yyw9ub8/zzz/P888+32u7h4cH69etbbbdarWRmZvLWW285tqWkpHS7fe5GT/cn4DR6Umf7syP9DM77uq1+htZ93df6+YeDheRXNeDroWZhe6ZPABU5SIC90oi9cf5VoUTpIYQKgUDQd+mVHBUHPoOy46DzgxnLz3v4v4/IOSwm5esAAz6XynOtocbM0V8KAYi/OKLVeUe2ytry4UlTWuWmADAeKgdAnxCMQuVajwFJkhzWCU1WG30dt/GpePPNN4mOjsbDw4OkpCTH6q4zPv74Y8aPH49erycsLIzbbruN8vLyC1TbC89DDz3EmDFtx8bvS+zbt4+YmBhuuOEGgoOdOLwOAPpLf7ZHX+9rm13i1XTZlOuWacPQa8+zBlN6jBqlEr8qG1Ljk1WFEoVOrN10FjEfCAQDGJsFfmgUJJLvAn37Zkd1ljp+PPUjoRUSvqUGUKkcpk/7f8rDbpcICPMiKq5lOZIkkbPnVwBip85sVa5ksWHYXwqA5zjXz2GnTp2ioqICtVrNxIkTXV5+b+AWQsVnn33Ggw8+yBNPPMHevXuZOXMm8+fPJy8vr83jf/75Z5YsWcLtt9/O4cOH+fzzz/n111+54447LnDNBZ0lMTGR3Nxcnnrqqd6uiqCH6et9/f3+AnLLDXhqVNw8dWj7B5vqoDKXCpWSwFodNNdUeApNRWcQ80H/w2AwMHLkSO68804Mhh4K7S3oPxz8HKxG+fuUu9o+xmBAPXIkc++8ky05P2KxW1iQK+cP8kqegsrXF5vNzpFtspZiyqJoFMqWKpeSkyeoLMxHrdUxImlKq0uY8mqRzDaUXuoeCSW7d+9eQNZS9AfTJ3AToeKVV17h9ttv54477iAuLo7XXnuNIUOGtDCPac6OHTsYNmwY999/P9HR0cyYMYO7776b3bt3X+CaCwSC/sr7P58EYOmMYYScL9dE6VFAosgrGF+jn0OoUKJAoRVCRWcQ80H/Q5IkTp06RWlpaZshrAUCB3UlsPZx+fu0+8A7pO3jJAnFqVPoS0v5KV82YZqaLT9rvS+7DICcPaU01Frw9NEQPb61piFzywYAoickodO39rk0HpEdqD1iA13uU2I2mx3+FP3BQbuJXtfLm81mMjIy+OMf/9hi+7x589i2bVub50ybNo0nnniCtLQ05s+fT0lJCV988QULFy50eh2TydQiqVhNjRzVwGKxYLFYHN8FAoH7I0kSdrsdq9XaI7/bvXlVHMyvRqGA65MiznsNRVEmaqDULwy95axQodKqsFqtLq9fd3HXZ507zQcdQcwdHUOlUrFlyxZ27tyJSqUS96sd3GVMWSzWZt8tWBQXRhhUbvgzKmMVUvAorLMeB2f3QaXCtmULW3b+zM8ln+NjkPDLkaM0ec6ahcViYW/6KQBGJYdil2zYLTbH6VazicyfN8n7p81q8343HJVNKNXDfV3eH/v378diseDt7U1ExPnnmO5wvjHlymv3ulBRVlaGzWZrlfAjNDSUoqKiNs+ZNm0aH3/8Mddffz1GoxGr1cqVV17J3//+d6fXWbFiBc8++2yr7evXr0evl6MBaDSaPp94RCAYCDQl2Nu9ezfFxcUuL/+NTCWgZFKQnb2/bGDveY6PLdzAaCDLbGeE2Q8a1exmyUJaWprL69dd3NUExZ3mg86Qnp7e6XMGIiNHjmTDhg29XY0+QW+PKZMNml4R161bz4UIYhdQl8WsrJUA7PRdSPG6H897zrFhKiz1Fi7L9kAh1WMKG8z6jAwsdQpK87xBIVFiO0pa2pEW59WcOIaxtgaVp56jhaUcO+c5rTErGFcWgITEltxfseW7TqiSJMmRQdvLy4u1a9e6rOz2cDamXDkf9LpQ0USr2MDtJFXLzMzk/vvv5+mnnyYlJYXCwkL+8Ic/cM899zgNUfn444+zfPnZCAI1NTUMGTKEefPm4duYcdFgMJCdne2iFgkEgp4iKioKo9HIpEmTSEpKcmnZm4+Xcnz7XtRKBStunsXQwPO/ZKq+/hqKoD54EBq7N1Ljs8vX34+kBTNcWj9X0LQy7664w3zQESwWC+np6SJLdAcQ96pjuMt9qjdZeXSXLACmpMw7f6CK7iJJqFb9DQD7sJkk/faJ855isVhY+538Qj73jA9Qz+BFVzB2wQIObcqnmBxCo/244ppZrc797q9yFuuklIVctGhRq/3GzAqqM46jHqQn5aqp3WhYa3Jycti3bx9qtZobbrgBb29vl5Z/LucbU66cD3pdqAgODkalUrVahSopKXGqNVixYgXTp0/nD3/4AyDbo3l5eTFz5kxeeOGFNrMB63Q6dG0kndNoNI6bLB50AkHfQKFQoFQqUavVLv3dSpLE3zfK2bOvnTSEmFC/jp1YIS9GlBpMmLS+SI3vvx7eerd8rrhjncC95oPO0NXzBgpWq5XPP/+c/fv3M2/ePHGvOkBvjilJkrjxzR3n1KWHXxePfA/5u0GlRXn1myjP13arFT7/L9nGPXhJEhGH5ShNfpenoNFoOLlfNl0aMSGk1X00Gxs4c/QQIEd9aus+152QX7Q9ov1c3g8ZGRkATJgwgYCAAJeW3R7OxpQr29frjtparZakpKRWapn09HSmTZvW5jkGgwGlsmXVm7J0CicwgUDQVdIOFrH/TDValZIHLxvZsZMkCSpkp+6amlqMGp1DU6H1bP3iKnCOmA/6JyaTiVtvvZVXX321hS+LwD254Nm0zfXwzTL5+4SbwT/q/OeYTOQ+cQ9FHgZmHFehsNrQjRyJ59ixNNSaKcyuBmB4YuvcE1k7t2E1mfAPDWPQ0OhW+yW7RMNhWSjxGNs6EWx3qK6u5vhxOVT55MmTXVq2O9DrmgqA5cuXc/PNNzNp0iSmTp3KO++8Q15eHvfccw8gq6rz8/P58MMPAbjiiiu48847eeuttxzq7gcffJApU6YQHh7em00RCAR9mHe3ylqK22YMI9S3g5l/a/LBXIdNqUYqq6LBwxNoAEDjLYSKziLmg/6HUqnk0ksvpaysrJUAKHBvLkg27Q1/BlMNKJQw+08dO0epZM31iUA9l+Z4AWZ85ssZsfMaBYKAMC/8BrUO1bo/XfafGHPxnDbbZsmvw15vQaFT4THCvwsNck6TL0VYWBghIU4iW/Vh3EKouP766ykvL+e5556jsLCQ+Ph40tLSGDpUjg1fWFjYIkb5rbfeSm1tLf/4xz94+OGH8ff3Z86cObz44ou91QSBQNDHya9qYN/pKgCWTm+9euWUwgMAlAYNJyjLQINWR5NQoRaaik4j5oP+h6enJ2vWrCEtLa3fxOMfKPR4Nu2qPNj1T/n74g/Aq2NJ5iQPD9ZPDyYov46hx6oA8L18PgA5++QoUMPbCCNbnn+awqxjoFAw9uJL2yzbeLwSAN0IfxRq1wrBhw7JZldxcXEuLdddcJslg2XLlpGbm4vJZCIjI4NZs8461qxcuZJNmza1OP6+++7j8OHDGAwGCgoK+Pe//01EROsU7H2R7du3M3ToUD7//HOXlltbW8vkyZNJTEwkISGBd99917Fv9erVxMbGMnLkSN57773zbnfGrbfeyurVq11a775OT/UnQGpqKgEBASxevLjF9s72p6v6H/ruGFi1LReA5OjAjmspAE7vBKB88Bj86pVYVGdNbjR6rSurOGAQ84FAMEDY9Q7YrTDkIhhzdYdPO1JxhFO1pxiXq0AhSXiMH4dueDRWi82hqRjWhlBx4Me1jfsm4hvctqbAdKIKAI9Y1/o7lJeXOxZEEhISXFq2u+A2QoXgLFOnTuWNN97g008/dWm5er2ezZs3s2/fPnbu3MmKFSsoLy/HarWyfPlyNmzYwJ49e3jxxRepqKhwul3QOXqqPwHuv/9+hxlIE53tT9H/UGO08OlO+WF/00XnyZ59LgVyFJGiwEgC672RFLLNuEpSotILh1SBQCBoE7MB9jTOX9Pu7ZRa5D9H/wNAcoEcrU2fmAjAmSOVWC129L5aQoe1jORmtVg4+stmAMbPXdBmuXazDdMp2Z9EN7TjkeA6woEDslZ7xIgRF9RB+0IihAo3JSQkxJFt0VWoVCpHDHaj0YjNZkOSJHbt2sXYsWOJiIjAx8eHBQsWsG7dOqfbz+Wpp54iLi6OhQsXUlJS0mLfFVdcQVJSEvHx8Xz11Vc8+eSTvPPOO479N910E2vXrqWuro7LL7+chIQEEhIS2rxOX6Yn+hNg9uzZ+Pj4tNjW2f7sbv+D8zFwbv8DbjkGfjhQSK3JyrAgPQsSWkcLcookOcyfznh4E1Dvi9Ro+qRCidJLCBUCgcFgYPz48dx3331umyNF0Asc+gKM1eA3BGLbfslvizpzHWtPrkFtlUjcJ2slvGbMBCBnnxwFasSEQa38JY78vBFDdRWevn5EJ05ss2xTdhXYJFR+WtQhnc9Z4wy73e4wfYqPj3dZue6GW/hUuCOSJGE123ukbLVWeV7Hp6eeeoq8vDzMZjNarXMTiuTk5DajaaSlpbXppFhVVcXFF19MVlYWf/3rXwkODmbTpk0tTAUiIyPJz89Ho9G0ub05u3btYu3atezfv5/y8nLi4uJYtmyZY/+qVasIDAykurqa5ORkvv/+e5YuXcpdd91FXV0dO3fuZNWqVXzzzTcEBQWxdu1aJEmitra23fvTWSRJoqFZNk1X4qlR9Vp/tkVBQUGn+rOz28+lvTFwbv+npqZy6623ctttt13wMeAMSZL4aLucefX6yVGolJ0wIq4rBmMVKJSUKhWMMPlTLBkAL1mo0ItHrEAgSRJHjhxxfBe4NxekiyTprJYi8Xeg7HiEqbSTaTTYjKTsNaOUVCh9ffCaPg3JLnGq0fQp+pyoT3a7jV1fyybIE1IWoVK3veDTcFD2x/AYE4SiM3PBeTh9+jTl5eWoVCpGjx7tsnLdDTHjOcFqtvPOA5t7pOy7Xr8YTTvpKb/44gtCQ0MZP348x48fd0i1zz77LPX19TzwwAOOl72dO3d26tr+/v7s37+f4uJirrnmGhYvXtzmQ16hUDjd3pxt27aRmpqKVqslLCyMOXPmtNj/6quv8t133wFyFmRvb28UCgUnTpxgy5YtpKamolKpSEhI4KGHHuLRRx8lNTWVqVNdm2ymwWJjzNM9s/Kd+VxKu4mBerI/26Kz/dmd/of2x8C5/V9UVERMTEyvjAFn/Jpb6QifuDgpsnMnlzRqnwKHU2GqJt7qi6QwAl6oJSUqoakQCPDw8CA9PZ0dO3bg4dEJfyXBBUeSJK59e3vPX6hgD5z5FVRamLS0w6dJksSnR2VT4kWV0UAe3nPnoVAqKT5Zg6HajEanIiymZY6hguNHqSouROvpSdLCq9ou22Kj4bAsVOgTXRuZ6ejRowCMGTOmXwcrEOZPbobBYOD555/npZdeIj4+3mEys337dr799luHOUoTycnJJCYmtvorKCho9zqhoaGMGzeOLVu2EBER0WIF+syZM4SFhTnd3pz2Mt1u3LiRX375hR07drB//36ioqIwmUzccsstfPTRR6xatYolS5YAMGrUKPbu3Ut8fDwPPPAA//jHPzp349yUC9Wfzelsf3an/8H5GHDW/4BbjYFPdspaikXjwhjk08loTcWNQkVIHHVVpdhV3iiwAqBChVL4VAgEqFQqLr74YhISEhw5RATuyQXLUfHT8/Jn7ALwaTuxZVtkV2WTXZWNxq5gcHYVAF6NC1nZGcUARI0JRH1Ovfevl8PIDp84Ba1n22ZNDUcqkMx2VP46tFE+bR7TFex2O4cPHwb6b9SnJoSmwglqrZK7Xr+4x8p2xgsvvMDdd99NSEhIi5fQmJgY5s+fzy233NLi+M6sbBcXF+Pp6Ymvry81NTVs2bKF3//+94wZM4ZDhw6Rn5+Pr68vaWlpPP300/j5+bW5vTnTp0/n3nvv5eGHH6aiooKNGzeydKm86lBTU0NQUBCenp7s2rXLkfDluuuuIzExkcDAQMeqfUFBAYGBgSxZsgSVSsXGjRs73K6O4KlRkflcikvLbF62M3qyP50xZcqUTvVnZ7efi7Mx4Kz/oXfGQFtU1Jv54WAhALd1JoxsE4X75c/QeAzZW7FowlEpZZtxNUoUHuIFSiAQ9B2aK6h7LEdFTQHkND7fZz3SqVPXn1oPwLXVsUjVh7B5eKCfJmu1cw82ZtFOaqllMNbXkbVrGwDj5zn33TAelQOReI4Ldmm78/LyqKmpQavVEhMT47Jy3REhVDhBoVC0a6LUE2RlZbF582a2bt0KyCHH3n77bQD279/f7RBkZ86c4fbbb0eSJCRJ4t5772XcuHEAvPzyy8yePRu73c6jjz5KUFBQu9ubmDJlCikpKYwbN47Y2NgWoR9TUlJ44403SExMZPz48Y76+/j4MHHiRGbOnOk49uDBgzzyyCOoVCo8PT15//33u9XWc1EoFO2aKPUEPd2fIN/jPXv2UF9fT2RkJF9//TWTJ0/udH92tf/B+Rhw1v/QO2OgLVYfKMBik4gJ8SZpaBeicRQdBEAKm0DDtv9i1HqharQNVivVPZ80SiDoA1itVr799lsyMjKYN28eGo3Q4Lkj55o+9djjK1M2iSUsEQZ3fB602q18lSUH/Lj0oFw52+DBKIDaCiNVxfKCzpC4wBbnHdqwHpvFQkB4JBGxY9osW5IkR34Kj1Gujcy0f7+8+DRmzJh2fSr7AwppgHpN1dTU4OfnR3V1Nb6+ctgwg8HAkSNHiIuLc0RJchdeffVVUlJSGDOm7R9EX8JqtTJ+/Hg2b95McHDHEt30N/pTf3aFro6Bpt9obm4uWVlZXHbZZUyaNKlLdZAkiXmvbiGrpI4nF8Zxx8zhnSvAYoQVEWC3UrVsG4+8eh2zcu6kNvgUpYP8iFQGc8fT93apbj1NW8+/gUxX74fFYiEtLY0FCxaIF+V2qK+vx9vbG4DKykr8/f17t0JuTG+OKYPZ6vA9HBPmyw/3z3D9wogkwVvToeQwzP8rJN/V4VP3luxlyZolhNm8ef3VerBYGJp3Ck1BAZkZtfz8eRZhMX5c80hSs8tJvPv/llJbXsqcpfcwIWVRm2Vbq0wU/d8uAMKfm4ZS65pFZaPRyCuvvILZbOamm27qFU3F+caUK+cD4VPRR3jooYf6xQvovn37iImJ4YYbbhiwAgX0n/7sCu4yBtIzi8kqqQPg6gldSJRWelRO2uQZSLFaja8BTBotKqW8EqVWCUWwQACgVCqZOnUqo0ePRqkUrx19gR4zfTrxkyxQqHSQsPj8xzdjfa5s+vTb7FCwWNCqlBiihoJSyYm9cijz6PEtoz6dyTxIbXkpao2W+Isvc1q2ObcaAE2Yl8sECpAzaJvNZvz9/Rk+vJMLV30QMesJLiiJiYnk5ub2djUEvYi7jIH3fz4JwK3ThhHs3UkHbYCKHPkzKIZiQzHeDWBWq9Eo5ZUgtUY8XgUCAE9PTzZv3kxaWlq/jnzTn+gx06dfG81a468BfWD7xzbDareyPnc9GqvE5PTTAPg+8gi/BAZyiVlFUY7sXB49ruVC1d61qwEYNXUGmnYijxmzqgDQjfDvcJ06wrFjxwCYMGHCgBCo+38LBQKB4Bxyy+rZeVJ2yrt12rCuFVIsR/MgeCRlDWX4GjTYlBKKJqFCLYQKgUDQd+hxY/jKXDi+Vv6efE+nTt1bspeShhKSz3iiqjWg8vfHd7Gs6cg9UIZklwiK8MY/9KzputVi4eS+DAAmXH5Fu+WbTsqaCl2Mf6fq1W6ZJhMnTpwA6Ne5KZojhAqBQDDgeO9nWcswIyaYYcFeXSvkxAb5M+oiSgwl+Df4IElGaFyNEjb2AoGgr3BB8lNs/F+Q7BA1FcITO3Xql1lfAjA/T9Zu+FyegrJR83DmaBUA0eNbaimyd23Dajbh5R9ASLRz0yNrlQlbhRGUoBvqOh+zgwcPYrfbCQgIIDS042Fz+zJCqBAIBAOKomojn/0qq8/vmNmFMLIAxmo5eRPAiEupMFbg2+AFUgMKpayhEPH4BQKZhoYGpk6dyiOPPEJDQ0NvV0fQBj2en8JcD4fkyE3MebJTp5Y1lLE+dz0qm0TMfjk5nc+MGaimTmXao49zOlPWOp8rVBza9CMA8bPnoWwnY3eTlkIT5o3S03Ua5n379gGy6dNAwW2EijfffJPo6Gg8PDxISkpyhOFsi1tvvRWFQtHqb+zYsS6pi91ud0k5AoHAtbjit/n6T8ex2CQmDwvgktguZk3NbxQo/KLAL4IKYwVeZj8kuwGaQspqhaaiq7jTfCDoPna7nYyMDLKzs8X82gfoESftg5+D3QK+ETB0eqdOXXNyDRa7hauLIlHUGVAFBeE1eTLKjAxMdTpsVgm9r5ZBzRLWGWqqOXVgLwBxMy9pt/wmJ23dMNdpKaqrqzlz5gyAI3T/QMAtjH4/++wzHnzwQd58802mT5/OP//5T+bPn09mZiZRUVGtjn/99df5v//7P8f/TeEpr7322m7VQ6fToVAoKCwsJCwsbEA41QgEfQW73U5BQQGSJGGxWLpUhsFs5eu9cpbwe+eM7Hpl8mU7XSLlcLal1YVopEAkex2SUp6YPL2EQ2pXcJf5QOA6dDod33zzDbt370an60JQBMEFpUectA9+IX8m/q7TF1h7UvbDuPywvFDjt2gRCi8vrN98w+4tJVAPYSP8WghCJ3bLiWQDwiIIihjitGzJLtFwSE6a58r8FNnZ2QBEREQMqBDKbiFUvPLKK9x+++3ccccdALz22musW7eOt956ixUrVrQ63s/PDz8/P8f/33zzDZWVldx2223dqodKpSImJobs7Gxqamq6VZZAIHA9kiRx5syZLq92pmcWY7TYGezrwcyYboSzbRIqIuR46KbSYszaSJBqkJTyxKbzch5pROAcd5kPBK5DrVazYMECx3fBAKP8BJz6Rf4ef02nTi0xlHCw7CC+9RJ+GfKLuv9114JajbRgAeUZG6EeQs7RMpw5cgiAmClT2y3fdLIae70FhYcaXYzrhIq9e2UtSX/PoH0uvf7rNpvNZGRk8Mc//rHF9nnz5rFt27YOlfH+++9z2WWXMXTo0G7Xx9fXl/Hjx5ORkcHOnTsJCwtrpQaUJIm8vDyioqL6TcZc0Sb3p7+1BzrfJovFgt1ux2azYbfbO+0M/U2jluKqxHCUym7cw5JM+XNwPJIkYSsrw6gLQJKKkRrbofHo35lTewJ3mw8EAoEL2PCC7KAdfTGExHXq1LScNCQkbsgZDOSjjRmBbsQIAMwNVkxlsrlp8yzakiSRu182UY0a037GbmOmrKXwjA9CoXLNvFpZWcmZM2dQKBRMnDjRJWX2FXpdqCgrK8Nms7XyjA8NDaWoqOi85xcWFrJmzRo++eSTdo8zmUyYTCbH/02aCIvF0qYpRUREBDqdjqNHjzpsdEE2wSgpKaGqqor6+vp+44xpt9spLi7GYDD0G7Ov/tam/tYe6FqbJElCkiTCw8MJCwvrsClUbnk9G4+VAnBNYsfPa0V9GZrKXAAswWOorCvFu8aCWeuDZG/A3jgvKbTqrl+jh3HXernrfOCMpmPd9X66CzabjfT0dPbt28ecOXN6uzpuTW+NKbPZ2qIOFoWL4stWnEB9+GsUgHX6cqROtuu7E98BMDXTBoDvNdfI98Zm48x/NyLZPfAO0OI3WOe4Z1VFBRiqq1Cq1YSOimv3Xhob/SnUQ71dds8PHjwIQGRkJHq9vtefD+cbU66sX68LFU20pQ3oyMrlypUr8ff35+qrr273uBUrVvDss8+22r5+/Xr0en0bZ4Ber8fHxwebzebYZrFY+PJLObTZ2LFj+1XYyOjoLkbCcWP6W5v6W3uga21SqVR4eHiwfXvHQyB+e0oJKInxtXP0180c7fRVZcIrdzIZqPGIYOPG7RRYC/CvB7PaC2wGbI2T8eFjmRRWF3fxKj2LwWBweZkWi4WioiIMBgODBg0iMLDjia3OxR3ng/ZIT0/v9DkDCaPRyA033ADI8fo92klCJpC5kGNKkuCvB1SA/Btbt249Ohetl07M/SdDkKjQj2DroSo4nNbhc8tsZWTVZhFQB/qT8qLCLpUaa1oaKqMRz4/3QGwK6KtZs2aN47zak7KZlNY/iPXt3EeFDRILAlCi4JecDMwF3Q8iIEkSmZmZjv/T0jre3p7G2Zhy5XzQLaHCFZNIcHAwKpWq1SpUSUnJeeP6SpLEBx98wM0334xW276pweOPP87y5csd/9fU1DBkyBDmzZuHr2/HPf4bGhr4+OOPqa2t5Y477ujUue6MxWIhPT2duXPn9htBqb+1qb+1By5cm8rrzTz60hbAzr2XJ7IgYXCXy1Ku2wK54BU/nwUpC/jp9E+U/yBh0mpRGVVYkRchJiRNYOz4eNc0wMW4ymesrq6Ojz/+mE8//ZRdu3a1WP2PjIxk3rx53HXXXUyePLlD5fW1+aA//iZ7goaGBhISEqitreWyyy7rN/NmT9AbY8pgtvLgDjnvTtxgH65edJFrTGwrT6LeK5st+i5+nQVDLurU6e8cfAcOQmrpUBTSCXRjxzLvxt8CYK+rZ9WPcrSnGZfHE5UY7jhv48p/UgyMmjCRSxp9edrCeKic6l1ZKP11XJqa4pI2FxUVsW/fPlQqFddff71bBCY435hypQ9xp4UKV08iWq2WpKQk0tPTSU1NdWxPT0/nqquuavfczZs3k52dze23337e6+h0ujY7V6PRdOqHq9FoyMjIIC0tDV9f3343kXT2fvQF+lub+lt7oOfb9N+MXExWO7GhPlw1IbJ7k0eprONQRSah0mgobigmsBasvkpUCjUmhbza5Rfo77b95Ip6vfrqq/z5z39m2LBhXHnllfzxj38kIiICT09PKioqOHToEFu3bmXu3LlcdNFF/P3vf2fkyPYjbvW1+aC75w0U+vu82RNcyDGlkc4+D7/4/TS0WhcZsez4ByDBkGTUw2d26lS7ZGfNKVn7cFGpHIjBa/Jkxz3JL5WwqDxQaiSGjAtrca+KT2QBMGRMQrv3sO5UHQCecYHnXYjoKIcPHwZg5MiReHt7u6RMV+FsTLlynHVq5PTEJAKwfPlybr75ZiZNmsTUqVN55513yMvL45575DTujz/+OPn5+Xz44Yctznv//fdJTk4mPt49VwMFAkHvY7dLDgftpTOGdU+gsNugcL/8fbDsAFhUX0SEQUelnw2VQu3QVGh1/dtRe9u2bWzcuJGEhLYdIadMmcLSpUt5++23ef/999m8ebOYDwQCN8dlMUCq8mBfo2/TJY93+vSf83/mVM0pgux6An4+jAR4X3KJY/+JjBIAPEKsKJoF3bCazZTl5QIQFhPb7jXMp+QVel20X7vHdRS73e4QKgbqc6hTQkVHJ5G33nqLDz74oMOTyPXXX095eTnPPfcchYWFxMfHk5aW5ojeUVhYSF5eXotzqqur+fLLL3n99dc70wSBQDDAWHu4iJyyerx1auYnhHWvsDO/grkWdH4wSI5icrr2NKNNvlRIDWiUHtiQNRX9PXTm559/3qHjdDody5Yt63C5Yj4QCPoBPzwsJ7uLSILhl3T69J/yfgLgzoJRSKbdqEND0SdPAWRTx1OHG3NLhFhbnFeSewK7zYanrx++g5wnN7XVmbEU1gOgG+YaoeLUqVPU1taiVqs79O7bH+nUrNd8Ennttde47rrrCA8Pb3Wch4dHpyYRgGXLljk9Z+XKla22+fn59Yiz4floaGjg8ssvp7y8nNmzZws1rkDg5ry3NQeAG5Oj8PXo5u81+0f5c8RsUMmPz9yaXLxMPkh2A1qVJxaFrKkYKJmDT506xbFjx0hISCAsrLXQVlBQ0OY80R59ZT4QdAwxbw4w8jMga738/fIXO63+qDRWsuakbPo0blcZAIG33OLQMhdmV1NTZkRlt3LJm0/Db2dC45jKO3QAgIjYuHa10qYTVQCoB3mi8nWNVvnIkSOAHMTHHXwpeoMux6Vcvnw5M2fOdKQhb8JsNvPrr792u2Luit1uZ8uWLRw+fHjAvDQIBH2VA2eq2JNXBcCSqS7IW3CqMVfCCDksptVupbjqDBp8QTKiVp2dSPq7pgLg008/JSYmhssvv5wRI0bw0UcfAbKg8X//938kJye3mQVbMLAQ8+YAY9e78ueo+TCkY/61zfkq6ysarA1MM0ehPpYLSiW+ixY69mfvkU2fRmRvJOzAHmg2pvIO7gNgyNhx7V6j4UgFAB6xXY9S1xy73c6hQ3LCvVGjRrmkzL5It4LdX3755cyaNauFYFFZWclFF3XOw78vodPp+OSTT/jDH/4wYCVRgaCv8O8dpwC4Ynw4kQGdDxXaihJ5JYrwRED2p/CpsWLS+SNJRjQqT8ehXl5e3b+em/P8889z3333cfDgQebOncvvf/97nnjiCUaMGMHKlSuZMmUKX331VW9XU9DLiHnTvZFclJICgLoSONho1TK1cxYrAEarkf8c+w8AN+bLCxLeF1+MJkQ2ZZIkibxG06eoqyfz6x/+AI1jSpIkSk/Lz/yI2DFOryFZ7RgbhQrPhOBO17EtTp48icFgQKvVMnr0aJeU2Rfp8lKaQqHgmWeeISQkhFmzZrFlyxYiIyMBuWP7K2q1msWLF6PX6wfESqRA0FcpqGrg60YH7ZsvcoGWojofGipAoYQg2V42ryaPQdUSJq0v2I1olGdfmAaCiceJEyd44IEHGDp0KG+88QZRUVFs376dgwcPEhfXucy5gv6LmDfdF0mSuPbtjuf7OS873gK7FQJHQPSsTp++5uQaiuqLCPYMJmJPPhbAZ+5cx/7q0gaqSxpQqhVE3jqfHzeqSGwcU9XFRRhra1Cq1ARFOteQmk5UIZlsKL3UaIf4dLqObbF/vxzAY8yYMf0mKXJX6Pav+5lnngFwCBYajcY18Y0FAoGgG3y6Kw+LTWJClD+ThwV0v8C8xok3dCxoZa1HXm0ewTVg1vohSSVoVL6AsfvX6iNYLBY8PWXtTGRkJJ6enrz00ktCoBAI+ggNFhuZhXIUpDFhvnhquvFCbKw+a/o0c3n7xzpha/5WAK4LnofluBzhzfuSix37Tx2UtRSDo/3QerZ8hT19RM5kHTp8BOp2QsQ2HG3UUowNbhE5qqtYLBaHP8W4ce2bXfV3umz+1Fwb8cwzz3DLLbcwa9asVlE5+hs2m41t27Zx5MiRFpm2BQKB+2Cy2vjv7tMA3DY92jULHU2Oh8POrr7l1eYRUAcmnb/sU6FsnMgkBszz4ZNPPuHoUTl3h1KpJCDABQKcoF8h5s2+wef3TO3es3LH23J0vKAYGH9jp0832UxsL5AXb6bnyYsVHmPGoG6WWDlrdzEA0eOCUGzbRuCRI9A4pvIOytqCqPjx7V8npxoA3Uj/TtexLQ4cOIDFYsHX15fo6GiXlNlX6bKm4s9//nMLm+EmjcXChQudndIvMBqNXNIYK/mee+7Bw8OjdyskEAhaseFICcU1JgK9tMwb034m5g6Tt0P+HHmZY1NOVQ6jaiXMGm8kewOaRqFCkiSMRmO/fz7MmDGDZ555hocffpiAgACMRiOvv/4606ZNIz4+nlGjRglzF4GYN92Y5tbq3Vp7MRtg1zvy9yl3gbLza9arT6ymzlJHkEcQfmv3YwC8Zp5NmlddaqD4pKxVGT7aB3XUJcwELPfcg02tJvfAXgCGjpvg9BrWCiPWYjlSnG64f6fr2BbHjh0DICkpacBb6nT5af/4462TmTzzzDOoVCpeeumlblXKnVEoFMTExFBfXz/gB49A4K58u68AgNQJEXh0R53fRE0hVJ0CFHLc9UaOVx7nolowB/sgGRpQK86q3AfC82HLli0AZGVlkZGRwZ49e8jIyODDDz+kqqoKjUZDbGwsBw4c6OWaCnoTMW+6Jy71pzjwHzCUgT4IJi7pUhFNDtpLQ6/CsF0WUPyuvsqxP2efHF42YpQ/vkEeSI1jSqdQUJyThbG2Bg8fX8JHOTe/NOwvBUAb7YvKq/t+bzU1NWRlyRm8B2puiua4fAnpySef5Mknn3R1sW6DXq8nMzOTtLQ09HoXRJMRCAQu5UylgXWZRQBcOb5z+RGckrNJ/gwbDx5yoqRqUzWlDaUE1Co5PdhLNn9qFCqUSuWAej6MHDmSkSNHcsMNNzi2nTx5kt27d7N3795erJnAHRDzpnviMn8KYw1selH+nnQbaDzbP74NDpcf5mjFURQouPiYGgPgkZCArpk5Uc5eOZRsdOIg0OuxZmbyU1oaC/R6Th+W/SnCR8aiakc7ajwm+1Po410T9Wn79u1IkkR4eHibeXoGGkIvLRAI+hUfbj+FJMHkYQGMH+LvmkJzZefB5plhT1afBMDfFMBphR2wnY3+JBZjiY6OJjo6mmuvvba3qyIQCM5Dt/wpdr0DdUXgGwkzHupSER9nfgxAyrAUrC+uBcDvikWO/TXlDRTlyAJQ9PjWAkHO3t0ADJ/oPC+G3WTFfEouQzey+75fRqORjIwMAKZNmya0cHQzT4VAIBC4Ew1mmyM3xdLpLnSYy5cnDqLO5uA5UXUCnVlCZ/UGyQLgcNQWU4tAIOhLdPl9uK4Ufvmb/H32n0Dn3ekiTteeZnXOagCWKKZhzskBjQa/q692HHOy0fQpLMYP36CWmhCTwUBhlhwsYui4iU6v03CgDCRQBXmgDu68NuVcdu/ejdlsxt/fn7Fjx3a7vP6A0FR0EqPRyDXXXENJSQlz5swZELHoBYK+wjtbcjCYbQR760gZO9g1hdYUQqk8YRF5dhXsZPVJwsubwsmaAVCp5OeBxWrFaDSK54NAgJg3+zW73wdTNfgPhYTFXSpi9YnVSEgkhSYR+M1WagCfSy5B5evrOKYp6tOICXISPIxGVNdcQ3JJCUUhQUh2O76DQvAPdf7cbzgkCyZeE0K6HUrWarWyY4ccvGPGjBlCS9FIlzQVkiSxZ88eLBaLY5vJZGLv3r2YTCb27Nnjsgq6GzabjTVr1pCRkSFC4wkEbkR5nYm3NmcD8OBlI1G6IP44ALk/y5+hCeB1Vu2eXZVNRLmEWeMDUgOAw6fCbrOL54NA0IiYN/sptUVntRQXPwbqzmdLt0t2vsj6AoDrdNOoWSeH7g666y7HMWajlZLcc0yfbDaUa9YwOCOD/KOHAYiMi3d6HVutGePxSsA1WbQPHTpEXV0dXl5eJCYmdru8/kKXhAqFQsHixYtZs2aNY9tXX33FjTfeSG5uLpMnO7dp6+totVree+897rvvPrTtJFcRCAQXln9szMZosTM82IvfJTvPptppTv0ifw6/uMXmE9UnGFQNZq03UqOTdtNqlVqjHjDPh4G8yCToGGLedE+ah5PtEtv/AZZ6GBQH4284//FtsK1gGyWGEjzVnozbWgg2G17TpuGZcFZAyDtcgSSBd4AOn6DGcMRaLdb33mPPffdx+riceC5yjHOhwni0AiTQDPFBE+rl9LiOsm/fPgAmT54swmY3o8s+FZdffjlpaWmO/9esWcP8+fOBlonx+hsajYYlS5Zw6aWXChWuQOAm1BotfL77DABPLIxzrSq6oDF6UeQkx6Yacw1F9UWEVEuYtX4gGdEodTQ9+VQq1YB5PgzkRSZBxxDzpvvR7XCy9WWwszEvxcyHQdm1yFFfZX0FwBXRi6j/QX6GBCy5ucUx+Y0ahqEJwWef7RoN0pIl5F1yCaV5uQAMiUtweh3DATmUrMcI/y7VszkFBQXk5srXHOgZtM+ly0LF/PnzWbtW9tCXJIn169c7hIquTOhvvvkm0dHReHh4kJSUxNatW9s93mQy8cQTTzB06FB0Oh0jRozggw8+6HxDBAJBn+ezX09TZ7IyLEjP7NgQ1xVss0KpnNiI0LMT1qlq2Rl8WKUaoy4AyW46G/mJgZGjojmuXmQS84FA0LN0O5zsN8vAZoKgkTA2tUt1sNgs/JIva4KvLhmCvboapV6P97RpjmPsNjvZGXIo2aFjA1uVYaosw2614unji58TfwprpRFTVhUA+gmDulTX5mzcuBGA0aNHExjYuk4DmS7rbC699FKKioo4fPgwBoOB+vp6LrnkEnJycjpd1meffcaDDz7Im2++yfTp0/nnP//J/PnzyczMJCqqbTOG6667juLiYt5//31iYmIoKSnBarV2tTkdxmazsW/fPnJycrDZbGLVRSDoZcxWO+9ulZ87d84a7jpfCpAdtK0NoPWGwOGOzWfqZK1IWLnEwZBAkPLQKLVIjboKm802oJ4P8+fP57777gPOLjJ99NFHQOcFrL40Hwg6hpg33ZtOh5Mty4KsdfL337wLqq69Sm4r2IbBaiDYM5jAX45Qg5zsTtHMRO7MsUqMdRZ0ejVR8UFnT7bZYN8+pKOZAITHjnHahqbcFFoXmD5JkkReXh4AU6dO7VZZ/ZEuCxV6vZ5Zs2aRlpZGQ0MDs2fP7vKD4pVXXuH222/njjvuAOC1115j3bp1vPXWW6xYsaLV8WvXrmXz5s3k5OQ4pMRhw4Z1tSmdwmg0MmXKFABuu+02PDw8Lsh1BQJB26w9XERxjYlgby3XTIh0beFNTtpDkkF5VrGbXZWNX72Evt6G0SMQyXysRTbthoYGjEbjgHk+uHKRqS/NB4KOIeZN96ZTcr/NCl/Kv02GTofwCV2+7o5COXrSvOCZ1G2SLV98GzWcTRzdLicyHTExBJWqmXGN0YhmyhR8khNhaASDRzjPZm3YL0d98ojrvlahuroak8mEUqkkIiKi2+X1N7rlXTJ//ny+//57jEYjN9988/lPaAOz2UxGRgZ//OMfW2yfN28e27Zta/Oc7777jkmTJvGXv/yFjz76CC8vL6688kqef/55PD3bjj1sMpkwmUyO/2tqZLWfxWJp4WB4PqxWK2FhYZhMJqxWa6fOdWea2tFf2gP9r039rT3gmjZ9ufs0AL+ZEIFaYcdisbukbgCqgv0oAVtYIvZmdTxecZwhpRJWlQ6b2hPJ2IBGo6W5oY87Px9cXS9XLTL1tfmgP/4me4L+Om/2BBdqTFks1mbfLVgUHTNTVP78MqrCfUhKDdZ5K6Ab9dxZuBOAi46BvbYWdVgY6vh4R9tNBqsji/ao5EEt74nViiIsjNww2dw1ZMTINu+ZrdqE+WQ1AJox/t2+rwUFBQAEBQUhSVKfGMvnG1OubEO3hYrHHnsMSZL45JNPulRGWVkZNpuN0NDQFttDQ0MpKipq85ycnBx+/vlnPDw8+PrrrykrK2PZsmVUVFQ4taNdsWIFzz77bKvt69evR6/Xd6rOb731FgC//PJLp87rC6Snp/d2FVxOf2tTf2sPdL1NpQ2wJUsFKAisySItLcul9Zp9fDO+QEa+hcJmPgP7avYxtRTM2qY46g1olf7QKFb4+Pi49fPBYDC4vExXLDL1xfkA+udv0tX053mzJ+jpMWWyQdMr4Lp169F1wKVCZ6nissMvA3A4bDEnducCuV26foWtgqzaLBQo8P5G1liUjBpJ5vr1jmMaitTYrJ6oPO38evhnFJktyzC+8BzGdd+g1Gg4kHOKg7mnW11ncL4HEeip87aQsXNjl+ranJISWcixWCwt/Mj6As7GlCvng24JFaNHjyY8PBxPT88W6uauOOadawsnSZJT+zi73Y5CoeDjjz/Gz88PkFXmixcv5o033mhzderxxx9n+fLljv9ramoYMmQI8+bNw7dZgpWOYLFYSE9PZ+7cuf3GNlS0yf3pb+2B7rfpwc8OIFHEtBGBLF086fwndIaaAjR78wGYcNUyJjTmqGiwNvDUf59iSJnkECqUSlOL6E+AW/dT08q8K3HFIlMTfWU+6I+/yZ5C3KuOcaHuk8Fs5dFdGwBISZmHXnv+10Fl+hOoJDP2weOJveVvxHYjIMU7B9+Bg3CZFIf3qQOgUDDhscfQDBniOObHD45QThlxUyKZtnBEqzIy0r7lDBARO4aFixa1eZ3yNw9gxUDY7JGMmNL9hKhr1qwhPz+fMWPGMHv27G6XdyE435hy5XzQ7eC6L730UosYvcHBwTzzzDMdPj84OBiVStVqFaqkpKTValUTYWFhREREOCYQgLi4OCRJ4syZM4wc2dq2TqfTodO1Tsyi0Wi6/MPtzrnuimiT+9Pf2gNda1NJrZG1mXKW1cfnj3H9PTnRuGIWORmNf5hj896yvUhIjCxVY9LKzyBJMqJWtny+uHM/9US9XLHI1FfnA3fua3dD3KuO0dP3SSOdFQjka53ndbC+DPZ8CIDyksdQdjPfSHqevGqeelL2c/CaPh398LPBMMwNVnIPlgMwemp4m/eiLFf22YoYPbbN/dYKI9ZCeRXeOyEElQvuZ2mpHJp28ODBfW4cOxtTrmxHl0PKNrF48WKuvvpqx/9BQUGdEiq0Wi1JSUmt1DLp6elMaxZWrDnTp0+noKCAuro6x7bjx4+jVCqJjHSxo+Y5GI1GbrjhBv7yl79gNBp79FoCgcA5H+/Iw2aXSIjwIyHS7/wndJbsn+TP0QtbbM4szwRJIrzMToOnHJ5QsjWgVeoc0Z/q6+sH5PPhpZdeauFM3dlFpr42Hwg6hpg33Y9OG5T88rocCS9kLMQu6Na18+vyOVF9ApWkIHTrUQB8L09pcUzOvlLsVgnfQZ6EDPVpVYbU0ED+L1sACB0ytM3rNByWHbR1w/1Q+XY+23era0qSw/wpJMSFocv7Ed0WKlzB8uXLee+99/jggw84cuQIDz30EHl5edxzzz2ArKpesmSJ4/gbb7yRoKAgbrvtNjIzM9myZQt/+MMfWLp0qVPHPFdhs9n46quv2LZtGzabrUevJRAI2sZosfHxTjms380XtT2hdAub5Wzkp2GzWuw6UHaAQdWgMdkw6oORJBN2m7nR/EmeqU0m04B8PnR3kQn61nwg6Bhi3nQvOp34zlgDv74nf5/1cCfDRbXmx1M/ApBiicVWUIRCr8d3YcvFmxN7ZY1AbPLgNk0fa0uKqVOA0m4nPLq1aRSA8ZicNM9jtGtySdTV1TkCPAQFBZ3n6IFJl82famtr8fFpLT12heuvv57y8nKee+45CgsLiY+PJy0tjaFD5ZeFwsJCR1xgAG9vb9LT07nvvvuYNGkSQUFBXHfddbzwwgsuqU97aLVaXn/9dQ4fPoy2m+o/gUDQNf71Sy5ldSb89RoWjQ87/wmdpeggmGvBw69VyMTjlccJL5eFB4t/GJK9AQCt2gML8guTXq8Xz4cu0pfmA0HHEPOme9HpxHdlWWAxgMYLxl7T7etvK5AjuV2WHwCAV3IyymYLABazjdOZcm6JYQltv7znZckaDm+NDo1Paz8ou9mGqTHqk8eogG7XGc6aPgUEBPQ506cLRZeFipkzZ7J27VoGD+6+4wvAsmXLWLZsWZv7Vq5c2Wrb6NGjeyXihkaj4fe//z1paWliUAkEvYDJauP9n08C8OClIzvkYNhpzvwqf0ZOaZGfot5Sz6maU8TLpr40eASDVbbZ1Wn01CvkMI2+vr4D6vngykUm6DvzgaBjiHnTfelQ4rvCvfJnVHK3tRQVxgpHfoohh0uRAO9LLmlxTPbuYmxWO94BOoKHtP1cKco9AYBy5GhoY0yZ82rAJqH00aAO7XxEt7YoLCwEcNl7b3+ky+ZPkyZNIjk5maNHj7bYvnfvXhYs6J69nUAgEDjjv7vPUFZnIkCv4brJQ85/Qldo8qcYMqXF5mMVxwAYVSFHejIqvZAk2UZcq/LE2qipUCrdwrL0gjFz5kynIV8FAoH70iEZoVx+gSdkTLevl5aThl2yM1Efi3T4OADeM2e0OObYjsaEd0khKJVtVzB3/x4APEPa1lSbTshaCl20X+eyhbdDk6ZC+FM4p8sz33vvvcfSpUuZMWMGP//8M8ePH+e6665j0qRJbUbV6C/Y7XaysrIoKCjAbnddki2BQHB+bHaJtzfJE9yyS2J6Rktht0Neo71xzGUtdmVVynkwoqs0mLW+WO1KkBrNn5Q6rAr5mWA2mwfU80EsMgnaQ8ybfZziQ/LnoNhuF/VTnrxgs7g+Dux2tEOHogkPd+w31lkozJYFgrEzwtssoywvl+qSYpRKFUF2hfzMPgdzvhy4QTfMdUE8mhZOhKbCOd1aTnvmmWd4+OGHmTt3LvHx8TQ0NPDrr7/y9ddfu6p+bkdDQwNjx45l2bJlNDQ09HZ1BIIBxc6T5eRXNeDjoebG5KieuUjJYTDVyPbDg8e12LW/dD8AgaVm6r3kCc/DS85GqlJoHZqKvXv3Dqjnw0BdZBJ0DDFv9nEqZHNTgrsnVJQ1lLGnRNYwjDpUBYDX9JZR3bL3lGC3SwRFehMw2KvNco7tkINoDDtTQMr998M5Y0qSJCwFslChifDuVp2bsNvtlJXJ0aSEpsI5XV7mKywsZMWKFbz33nuMGTOGo0ePcsMNNzBx4kRX1s8t8fPz6xOp2QWC/sb6w3JeijmjQ/DS9YCWAuDkVvkz6iJQtbzGgbIDeDVIaOuMNITJEUW0HrIfhUpSYVXIQsVAXI195pln0Gq1zJ07F5vNRkpKCr/++uuAmBME50fMm+5Dp8LJWs1QIycBJWBYt677Q84P2CU7Yz2ikdbL4WB95s1rcUzuAfnFPSap7Rd3yW4nc4uctC+2rAqLvrW/hL3Wgr3OAgrQhLUtmHSWyspKrFYrKpWKgADXOH73R7qsqRg+fDhbt27l888/JyMjg6+++oply5bx4osvurJ+boeXlxelpaV88skneHm5ZrAKBILzU1Fv5pNdctSfK8e3rRZ3CQ4n7ZYZuqtN1eTV5DGiUJ6RzSHRgJxNG0ApKbE0ChWzZ88eUM+HwsJC7r//fp5//nnGjJETEQ6URSbB+RHzpvvQ6XCytYUg2UGlBe+ur9DbJTv/PfZfAG4yTUAym9FERqJPTnYcY6gxO6I+DR8/qM1yCo4fpaa0BI2HJ8N27SHtk0/gnDFlbtRSqAfpUWrPE9mqgxQUFAAQGho64HzmOkOXl/r+9a9/ccMNNzj+T0lJYePGjSxatIhTp07x5ptvuqSCAoFAAPDu1hzMVjtxYb7MGd1D6me7DU7Iq2CMmNNi1/7S/UhIJNYGAOWYg6LADgqFEbVCjj7SFFJWpXLNRNZXGD58OKNHj+bzzz9n4cKFrFu3juuuu44zZ87w2GOP9Xb1BAJBI50PJys7UxMQ3a3ITwdKD5BXm4derWf8YRN1gPesmS2cqI/tLMJulxgU5UNgeNvCZ/ZuOXJUzKRkNB4ebR5jKWw0fXKRlgJwmD6Fhoa6rMz+SJeFiuYCRRMTJ05k27ZtwjFPIBC4lHqTlU8btRQ3XRTlsmgerSjJBGOV7E8RkdRi15HyIwCMKZMnMoMuCBrAbm9A1ShUNJk/DbSVLLHIJBD0PToUTvaUnFPi3Hw9nWVt7loAZoRPp+FN2SfCe86ljv02m52DG88AMMaJgzbAid07ARg6znl9TCdloUnrIn8KOBtOVggV7ePymW/YsGH88ssvri7WbTCZTNx+++28/vrrjsyKAoGgZ3lr0wmqDBaCvbX8ZmJkz12oyZ8iYiKoWsY+31e6D4CwAiMSUGuRkzVZjbVoVbKgYVXJvhQ///zzgHo+tLfItGnTpgtfIYFbIeZN96RDazNFB+XPc8Jrdwa7ZOeXfPm9cIE0Flt5OQqNBq8pkx3HZG4toLbCiE6vZtSUtl/cy06forIwH5VazfCx41HdfjsTXn8dmo0pySZhzpWFCt0I/y7X+VyahIqwsB5IttqP6JSmIi8vj6io80dcaXJiyc/PJyIioms1c1OsVisfffSR47tAIOhZrDa7w5fiyYVj8Difur475DYKFeeEkpUkiUNlh/A0SnieKcek9cNqlSdlQ20l3go5o6tFaQc7HD58WDwf6P+LTIKOIeZN96FTTtqSBIX75O+h8V2+5oa8DeTW5OKp9mTUr8XUAfqpF6Foll392E45XGvS5cPQerT9app3SI6+FxEXj6enJ3z0EVGApdmYMufXIpltKDxULjN/amhooLa2FhCRn85HpzQVkydP5s4772TXrl1Oj6murubdd98lPj6er776qtsVdDc0Gg0rVqzglltuEZlBBYILwObjpVTUm/Hz1LAgoQdXiWwWyG18AR7WMhlTsaGYKlMVMcXyI9M4NAEAn2AdZkM9GqUcNrXJ/Gnq1Kn9/vmQl5fXoeOaLzIJBiZi3nQPuuSkXV8KChWEjTv/8U74Kkt+F/zNiFQaVq8BwP83ix37y/PrKD5Zg1KpYORk5y/tpw7Imb2HxMWDRoNtxQoO33JLi4za5lONWorh/iicJM7rLOXl5YAccMDT09MlZfZXOiVUHDlyBD8/Py6//HJCQ0NZuHAhd955J/fddx833XQTEydOJCQkhJUrV/LXv/6V++67r6fq3WtotVoefvhhUlNT0TaTsgUCQc/wRYZsZ7twXBhadQ/6Kpz6BUzV4BkIYYktdh0uOwzAlEr5Bdk0ZCwA/o0BSjQqWaiwKWXzpylTpvT754NYZBJ0FDFvugeddtIuPSZ/BgwDTddepuvMdWwvkAWZq+tHYSstQ6nX4z37Escxh7bICw5R8UF4B7TtfG232yg4Jvu1DR0/AbRa7A8/THZqKjQbU02mT9pI1/lTlJSUAEJL0RE6Zf4UGBjISy+9xAsvvMCaNWvYsmULubm5NDQ0EBwczO9+9ztSUlKIj++6mkwgEAiaqDdZSc+Uc1PclDy0Zy+W/aP8GTu/VX6Ko5Vypui4EnlFzBQ8FErAQy/H3dfr5aytTdGfBoKj9pEjR/jf//1fLr/8cjQaDZMmTSI8PBwPDw8qKyvJzMzk8OHDTJo0ib/+9a/Mnz+/t6ssEAga6ZCTdon8Ek9IXJevszpnNVbJyjDfYXiv3UkN4HP55SgbBQFDjZkj22R/hXGznfvLFWUfx1hfh07vxaCoaKfHNWXS1kb5drnO51JcLM9Bwkn7/HQp+lNxcTFqtZrf/va3TJnSdeedvojdbic/P5/y8vIBmeBKILiQ/HCgEKtdYmiQnrgwn569WM5m+XPYzFa7mjQVIfkGAGoU/oCETm8GwMvLHwCrJAsVdXV1/f75IBaZBB1FzJvuQXN/ig45aRfI2a8JG9/la6adTAMgNSyF2vT3AfBffNb06cSeEmwWO0ERXkSOdp5U7tTBfQAMGZuAWqsFux3y8/EoL5e/A7YaM7Yq2WlbO8R1mgohVHScTi+nffrpp4wcOZKrrrqKqVOnMmnSJEpLS7tdkTfffJPo6Gg8PDxISkpi69atTo/dtGkTCoWi1d/Ro0e7XY/z0dDQQHR0NLfffjsN56SGFwgErmXdYdl576rEiJ4LIwtQfQaKDgCKVvkpLHYLu4t349Ug4VFUCUBNvWw2oNLIzwBPD1ngsUiyw+D//M//DJjnQ/NFpq+//pq1a9fy73//m4cffrjLAkVfmQ8EHUPMm71Pp/0p4GyOipAxXbrmyeqT7C2R/SAuLRmEZDSiHToUzwmJjmNO7JVNi0ZMDGn3GZ+1Uw5tGz2hMWJUQwOa6GhSbr8dGseU6WQVIOenUOq6nDGhBXa73RH5afDgwS4psz/TaaHi2WefZcmSJWRnZ7NhwwaUSiV//OMfu1WJzz77jAcffJAnnniCvXv3MnPmTObPn39eR8Bjx45RWFjo+Bs5cmS36tFR1Gr1gEtuJRBcaEpqjWzJkhcs5sf38MP86A/yZ0QS+LRcjSqoK6DB2kBkrWz6ZBsUSUNdY7QRez0AnrqWQoXNZuvZ+roJPbHI1NfmA0HHEPNm79Jpfwqr+axPRfCoLl3z35n/BuCisIvQ/ipre/XTzppd1VebKDheBUBssvNnfF1lBaWnToJCQczkixzbJbUae7MxZWoKJRvt16X6tkVlZSUmkwmlUil8KjpAp4WKnJwcnnrqKYYPH87FF1/MRx99xH/+859uVeKVV17h9ttv54477iAuLo7XXnuNIUOG8NZbb7V7XkhICIMHD3b8XYgHlpeXFwaDgS+//BIvL9dlaxQIBC15Y0M2FpvEuEg/Rg/uYdOnk1vkz9jWdv8HSg8AkFwrTyjGmEkA+AZ7YDLIYQZ1ak8kJKx2WZh4++23B8TzoScWmfrSfCDoGGLedC865E9RehSsRvDwg+DOC+gGi4Hvc74HYOnY26jbIj9jvWfNchxzcn8ZkgQhw3zxDXbuCH66MZRsaPQI9L6NAoOXF1aDge+//BIax5TDSXuo6+aLM2fkQCHimdIxOi1UWK3WFiG1YmNjsdvtFBUVdakCZrOZjIwM5s2b12L7vHnz2LZtW7vnTpgwgbCwMC699FI2btzYpesLBAL3o6CqgVXbTwHwaMronjV9slkhb4f8fei0VrsPlsnJn0ZX6gFoGCyv2g2K8sVQXQWARqnDxllb8YHgqA2uX2QS84FA0PN06HFaKL/IE5rQwRNa8vGRj2mwNhDmFca4Yg+sxcUoPD3xmj7dcUzuwTIAhiUEtVtW3mF5YSdi9Finx0hWO5YS2efNlU7aOTk5AB3K0SbooqP2qlWrmD59OuPGjcPb2xu1Wo3BYOhSBcrKyrDZbK0cYEJDQ50KKmFhYbzzzjskJSVhMpn46KOPuPTSS9m0aROzmknBzTGZTC0yedbUyBKtxWLBYrF0qs5Nx3f2PHdGtMn96W/tAedtWvXLSQBGh3ozZahvj7ZZkbMJtaEMyTMAa+h4OOda+0saEy6dbnTS9pDV9P6hHuT8Kpv6qBVarJxNwKRUKt26n1xVt/YWmbpif9zX5oP++JvsKcS96hg9dZ8sFmuz7xYsivaz4ClLj6ECbMGx2DtZF5PNxIeZHwKwdOxSqj75BgCvOXOwKRTYLBbMRiv5x2QftYjRfu229/RheWEncmxCi+Oa3ytLUS3YJBSeauxernv+nj59GoAhQ4b02bF7vjHlynZ1WqiYMWMGL7zwArW1tSiVSqKjozEajbz//vtcdtllJCUl4evbeSnx3JVISZKcrk7GxsYSGxvr+H/q1KmcPn2al156yekksmLFCp599tlW29evX49er+9wPS0WCx988IHje39L5JOent7bVXA5/a1N/a090LJNJht8lKECFEz1q2bNmjU9eu2xZz4hBjjtOYa9635ssc8u2TlefRyVTUKXLcdSL6iS9+UWH6M0X55w6msbUDcqfu12O++88w5Wq9Vtnw9dXQRqC1cuMjXRV+aDJvrjb9KV9Pd5sydw9Zgy2aDplW/duvXozmPJk3xiK4OBw8UWTqaldepah8yHqDJV4aXwQntUQ/n69WiAY4OC2dNYVn2+GqvZE7Xezq6DW1Ecarssa4OB6hJ5QeHgyTwy8+VITEqLhfgPPmAc8JPFwqASHyLRU+lhYLeL5gybzUZFRQUgh9DOzs52Sbm9hbMx5cr5oNNCxZZGu7isrCwyMjLYs2cPGRkZvPXWW6xYsQKlUsnIkSM5cuRIh8oLDg5GpVK1WoUqKSnpVPiuiy66iH//+99O9z/++OMsX77c8X9NTQ1Dhgxh3rx5nRKC6uvrufbaawF5MvX39+/wue6MxWIhPT2duXPn9psHfn9rU39rD7Tdpo93ncZgO0Koj45Hb5yJWtWDpkR2G+q//wGA8FlLCBu7oMXurKosrGlWYit0KK0GFD6+WM0egMSlC6bx4Ya3AQjwDaDSVOlo05o1a9z6+dC0Mt9dXL3I1Nfmg/74m+wJ+uu82RP01JiqN1l5dNcGAFJS5qHXtvP6J0moX38YgDGX3kBcZOdSB6zbtA4McNWoq5jTEEhhdTUKT09mLluGslGzmfbGQSqpIn76UKYsHOa0rEMb1pMLhETHcMXVqc0aVI+mcUyFrlpF3eoizFQRmRxD7PTwTtXXGQUFBRw4cAAvLy+uuuoql5TZG5xvTLlqPoAumj8BjBw5kpEjR3LDDTc4tp08eZLdu3ezd+/eDpej1WpJSkoiPT2d1NSzAyY9Pb1Tnbh3717CwsKc7tfpdOh0ulbbNRpNp364er2eJ598kqysLPR6fb+bSDp7P/oC/a1N/a090LJNn+ySV/+XzojG06P1b9alnN4HdcWg9kA99io4576eqDkBQHJ9KHASy5ip2G0SGp0KtdoIkoRKrUZpVzh8KrRaLddff71bPx9cVS9XLzL1tfmgu+cNFPr7vNkTuHJMSZLEjW/uOKfsdl7/agqhvhQUStSRSa2ei+1xuvY024vk0LWLYxdT+8RrAPinpqJrFNjrKk2cOVoFwNgZEe228+TeXwEYOfmilsfp9dgax9RwT0+sp+Wkd57DA1x238rKZJ+PkJCQfjFmnY0pV7bNNYF8G4mOjiY6OtqxItFRli9fzs0338ykSZOYOnUq77zzDnl5edxzzz2AvKqUn5/Phx/KNnqvvfYaw4YNY+zYsZjNZv7973/z5Zdf8uWXX7qyOW2i1Wp5+umnSUtLQ9ssNbxAIOg+e/MqOV5ch0al4NpJQ3r+gqd3yp/RF4OmdfSR7CpZ3T2qVH5UGsLHQCWEDPWhqqgAAP/B4dhNNodQ4efnx29/+9sB9Xxw1SIT9K35QNAxxLzZu3Q6nGyxHP6VwOGg8ejUtf516F9Y7VamDJ7C0Ho9JxoXHvyvPZvwriinGoDgId74hzo3NzQZDOQ1Rn4annSOtkSrxf700xxLSyOq3IrdYEWhVaGNcF3Su6b8FO0tUAha4lKhoqtcf/31lJeX89xzz1FYWEh8fDxpaWkMHToUkDu2eYxys9nMI488Qn5+Pp6enowdO5YffviBBQsWOLuEQCDoA7z/s+ygPT8+jECvC/Dycbpx9S4quc3dh8pkQ9+IU7LNaUNgFFRCwGAvKgvk5GqBEZFIlTasyOFk1Wq3eKz2Ol1dZBLzgUDQc3QonGzhPvkzfEKnyq4yVrE6ZzUAd467k6r/fA5WK56TkvCIiztb/IkqAEKHtW9qeCJjJzaLBd9BoQwaGu30OMsZWUuhHeqDwoXmsk2ZtEXSu47jNrPfsmXLWLZsWZv7Vq5c2eL/Rx99lEcfffQC1Ko1kiRRVVVFXV0dktR+9ASBQNBxiqqNrDkk29LfOXP4hbnoaVm1TlTrULKSJHGk4ggqm4T+lJz1tUEbCNThO8gTQ4W88qf3DUAqsWNTypoKhUIhng/dpK/MB4KOIeZN96FD0WHzM+TPUOchXNti/an1NFgbGBkwksmhk8ld+z8A+C26wnGMJElk75afp1Fj2w8le2ybrOWInTqjtSAkSVBVhbquDouxUaiIdG0+o/LyckD29RJ0jIERTN2FGAwGQkJCuOmmm1zqMS8QDHRWbsvFZpcYH+lHQqTrMqI6pfwE1BUBijYnz9O1p6k11xJTqkZhtqDy86OyUhYcAkL1VBXLApBvwCAAh/nT/v37xfNBIGiGmDd7l07LcQX75M8hbWtwnbGraBcAc4bMwbBhI+ZTp1B4euK78KzWsOxMHYYaMyqNkqHtCBUmQz25+2XTyTEzZ7c+wGBAExLCwptuwpLXmPQuynVCRX19vWOsBgW1L/wIziKECoFA0OsUVDXwzy2yU/QdF0pLkdUYXi9yEni0VsPvLt4NwMwyeULRjkukqqQBgKBIbyoK5EyrgYMiALApZKHCZrP1aLUFAoGgo0iSxLVvb+/4CbXFUFsAKCBs/P9n77zDq6jyBvzeftMLKYR0QoA0WuhILwIigg37WrCu7rrs6ie7Vuy6stgrWFZFFsVKlA4ivSS0hJoC6b3e3Drz/TGp5Ca5gYQkZN7nyXPn3jln5pzJzDnzO7/mcLVKcyW/Z0qahfFB4ymvCR3red11qNzqX/ZP7pVMioKjvFFpmn8FTT2wF8FmxatPED4hYc2WE3Su2IqknDPtmfSuVkvh4eFhN6iDjH1koaKNODs7U1VVxbfffntB8cxlZGSa8uH2NEQR+vu7MmfQJXKKO10jVAycY3d3Un4SALEFkgO3NXoUoiCi1atw8dTWOWp7ePoBINS4gEycOFEeH2RkGiDPm51Hm520a/0pfCJB6+Lweb4+/jXV1mrCPcKJUYVQvkHK+ePewLdJFERO7pU0vP1Hthwi+sxByTQ1fPAw+wWcnbFUVbHtva8AUHnqULm0XxSjWn8K2fSpbVyUUKFUKomJaWw2EBUVhUrVyk3bjVEoFGg0GtRqdevOTjIyMq1SbobVB6TEcotnRV2a58psgLTt0nbElCa7RVFke9Z2EEX806VIJdW9wgDwCnDBbDBgrpa0Fi6ungDYaoY9rVYrjw8yMg2Q582ugWNO2oelz96DHD5uhbmC/yb/F4Dbom6j5JuVYLGgCQ3BaeiQunJF2ZUYysyotUr6DvZt9niCYCMtUdIUR44eZ7+QQgEaDS4GSYuga8Xpu63UBoMIDAxs1+Ne7lyUo/aKFSuaJLF5+eWXKSsru5jDysjI9CC25yqx2CRfikkDmp9o2pWs/WAzgYsf9I5rsvtM6RkKqwsJLNegyi0EjYZKpwAgG+8Al7oMr05u7igFSZoQ1CJYe270J6VSSVRUFMeOHav7LSoqipMnT8omYTIynURDfwqH5Lnsg9Jn0HCHz7Hm1BpKTaX0dunN1eFzyPxmFgA+9z/QSIg5k1gAQOAArxZNn84dO4K52oBapyOg34AWz+1aIWknNO3opC2KIunp6QCEhYW123F7Ahc1+915551Nfps3b97FHLLLYzabWbx4MampqUybNu2ySIgiI9NZlBosbM+VJp37JkRculXM9D+kz/DxdmfabZnbAJhVFgKcRN+/P8UFZgB8Q9wozjoFgHdgMKLJCoBNJc3ehw4dIjk5uceND/Iik0xzyPNm59BmfwqA7Jq8Mg76U5htZpYfWQ7APbH3IBw4hDU/H4VOh/uVMxqVzTgi+Sn0HdLy4lHK9i0ARI4ci6q5RRqzGRY/iZt6NihA39/LofY6QkVFBRUVFSgUCoKCgtrtuD2BNgsVqamphIeH91gVpsViYenSpXXbMjIyF87qg5lU2xSEeDsxI6ZlG9t25Yw0aRF2hd3dW85J++MLpdUvlzGjKTxXAYB3HxfSDkpO2l4BgQhGaRW+oVCxdu3aHjc+9MRFJhnHkOfNzqHN/hTVJVAhJXzDP9ahc2w+t5kSUwneem+u638deX9dBID7nKtQutT7ZJQVVFNwVhpDW4r6JAoCZ/ZLSUljJk5t/sQWC8KqX1HcdjVKFzUav/bz1cnOlvzlfHx85GSNbaTNPhWRkZEUFBTUfV+wYEGdQ0tPQKPRsGjRIubNmyevtsjIXAQWm8DXe84BcPvoEDTtmLSoRUwV9XHY+zYNVVhmKuNI4REA/M5J8c/FvtFUlphAAb7BbhRlSva2viGhiKbGQsWgQYN6zPiQmpoq5x2QaRV53ux8HPKnqM2k7RliNyKePT49+ikA1/S7BvIKqdi0GQDvO/7UqNzpA9J7YkA/D1w8m4+mlJlyFGNVJWqdjsAB0c2fWKPBdPODAKj7OO5Q7ghy0rsLp82z+PkTSEJCAlVVVe3WoK6OVqvllVde4c4775QlWBmZiyDhSA6ZpUacVSI3DLuEznBnNoNoA48Q8AprsntPzh4EUSDSJRzbqVQAKjykcl7+zmid1HVChXdgMIK5RqioCSk7adKkHjM+9PRFJhnHkOfNzsch45K8ZOnTr4WX+QYcLjhMcpFU5+YBN1P2448gCDjFx6Mf0L9R2YyjkulTv3i/Fo+ZliQt+EQMG4m6pXtFq8U0eBIAmuD2TXqXmSlpogMCLlEkwssIOaSsjIzMJcdktbF0w0kAxvcWcdFdQufm42ulz4Gz7c60hwuk6CdTjeFgsaDy9KTEJIWV9Ql2w2yspqQmnKxvaDiiscanoiajdk9aie3pi0wyMl2ZNisRiyRfMXz6t1yuhk+OfALAtJBpBLgGUFETRtbj6sZhuo2VFnLPSL5VobEtmD6JIqf27gQgIn5ki+cWRRFLek3Su9D2FSpyciQTsD59+rTrcXsCbRYqFApFExVaT/KvEEURi8WC1WqV1f4yMhfI8j/SyCgy4KZXMzFAuLQnr3XSHjDL7u59eVJ89Lg8SUWvj4khL1WavPxC3Sg6dxZEERcvb1w8vRCqJaHCqpDGA4VCIY8PMjINkOfNS88FOWnXmj85IFQcLTzKlnNbUClU/HnInzGeOInx2DFQqXCbNq1R2RN7chFFKRy3h2/zvg+ZKUcpzc1BrdHStxWhwlZYjVBpQVCIaIJcW++bgxgMBiorJbNXf/9L6Od3mdDm5UFRFLnzzjvrMgwajUYeeOABXFwa27StWbOmfVrYxTAYDLi6SjdwSUmJrMqVkWkjWaXVLNsgrYg9NiMSl4Ijl+7kxalQngUKJQTGN9ldVF1ESlEKAIHZJsyALi6O/BoHQ/9wD4rOSRoW7z5SVJBaoUKoMX96/PHH2bdvX48YH3r6IpOMY8jz5qWnzU7agg2yk6TtoBGtHv/dpHcBmBY6jX5e/ch9/yUAXCdORH1ewrgzifkAxFzR8sr//p+l98aBV0xE59yyn4TphGR2qT97GIVlEKBvtc2OUJufwtvbGycnp3Y5Zk+izULFn/7U2Pnmtttua7fGyMjIXP689ttxzDaBAf5uXD8skA3rLqFQcXKd9Bk4HHRNVeZbzm1BRCTKOwpSTgMghEZRfdyMUqnAN9iVEzvSAegVFCztr9NUSEKF1Wrt4E50HXr6IpOMTFeloULIISft/BSwVIHWFXr1a7Hol8lf8keWpPG9N+5eRLOZsh9+BMDzumsblTWUm8k5LZk+hQ9uPjt1VWkJqTUJ74bPmd9yWwHjGUlg0p07BLTfe2hGRgYA4eHh7XbMnkSbhYpPP/20I9rRbXB2diY/P5/169fj7Nx+IcxkZHoCZQYLvx2VEse9dG3spYv4VMuJX6XPqDl2d+/N2QvANPcRmFNXAFDlFwmk4RXgjFqrIi9NEjb8wiMAECqkEJk2JKHi7bffJj09vUeMD/Iik4wjyPPmpeV806c2Jb3rMxRUzb8a7svdx6v7XgXgpgE3McB7AOUJCQjl5ag8PXGdNKlR+ZN7pfHeL9QNd5/mV/6PbFoHoohPSBi9gkJabKooiBhTJe3xgdtnML4d76laJ+2QkJbbIGOfLpP69b333uP1118nJyeHmJgYli1bxvjx41utt2PHDiZOnEhsbCxJSUkd3k6FQoGnpyeurq6yml9Gpo28v+0MJqtApJ8rw0K8Lu2qfnUppP0ubUdd3WS3IArsyN4BwMgiTwC0/SIoLJKW/HxD3BAEG/lpZwDo3TcSAFtVY6HC3d29x4wPHbXI1F3mAxnHkOfNS0ubTZ8Azkq5IegzpNkiFsHCc7ueA2Bsn7H8c9Q/AShZ9T8APK+/DoWq8bmO75KcnvuPaj48q2CzcXiTpEUeNmtuq021ZFUimmwotEoqfLUOSk2tIwiCHE72IrmgZUJBEFixYgVz5swhNjaWuLg45s6dyxdffHFBTlirVq3i0Ucf5V//+heJiYmMHz+eWbNm1dm2NUdZWRl33HEHU6e2kCBFRkamS3A8t5xPtkshWv82vf+lf7k4uwsQwTMUvPs22X2q5BTl5nKc1E70PitFMHIaNLguYZNfqDuFZzMwV1ej0TvRKygEURQRqmuEClEKLatuLgOsjEPI84GMTPvhkOkTwFkp6hIhY5stsjZ1LRnlGXjqPHll/CsoFAqqk5Iw7NkDCgWeCxY0Kp9xtIiirCqUagWRw5t3ej537AgVRQXonF0YOG5Cq001HCkEQBPiBu04jeTn52M2m9FoNPj4NG+qJdM8F5SnYu7cuSxcuJCsrCzi4uKIiYkhIyODO++8k/nzW7eFO5+lS5dyzz33sHDhQqKioli2bBnBwcG8//77Lda7//77ueWWWxgzZkybz3mhmM1mlixZwsqVKzGbzZfsvDIy3Z0X16ZgFUSGhngyK7YTVoGOrJY+I6fb3X0wX1L/D/YdjPmw5OehHziQoiwpEohPkCuF5yR7W7+wcJQqFVhF6Q+wCpJQ8fXXX/eo8aG9F5m603wg4xjyvNl5OLR2U10qBbEACBltt4ggCnx8+GMA7oi+Ay+9FwCF738AgPvVc9AGBzeqc2q/tOofNSYAZ/fmnfMPbUgAoP/ocWh0rTtcG48XA+CUtpMBK1dCO91TqanSNQgKCkKlckC7I9OENi+pffbZZ/z+++9s2rSJyZMbZ6PdvHkz8+bN44svvuCOO+5w6Hhms5kDBw7wxBNPNPp9xowZ7Ny5s9l6n376KWfOnOHLL7/khRdeaPU8JpMJk8lU9728XFINWiwWLBaLQ20FKYpF7fnefvvtyyaKRe01aMu16Opcbn3qzv0prDTxx2lpdemVeTF1Zk+XrE82M+rUrSgAa+RsRDvnO5grCRWDPKIx7P8MAPWw4VTWqO9dvDWc2CVNOl59grBYLAhV9cep7dNnn31GZmZmlx4f2ut61y4yJSQkMHjwYOLi4hBFkZSUFO68807WrFnDDz/84PDxutt80J2fyUvJ5TpvdgTtcU9ZLNYG2xYsipaFe8XZvagB0T0Qq8YN7Jz7hzM/cLbiLDqVjrnhc6UQwbm5VG7fDoDn3Xc3arPFZCPtkBShKWywd7P9KcvP4/S+3QAMnDCl1X5b86ux5htAAc5L/4+BxnIMb78N7XBPpaWlAdC3b9/L6plu7Z5qz762WahYuXIl//znP5sIFABTpkzhiSee4KuvvnJYqCgsLMRmszWJB+zv709ubq7dOqdOneKJJ55g+/btDpsavPzyyzz33HNNfm+r45jFYmHWLCm+/bZt2y67RFcbNmzo7Ca0O5dbn7pjf5afUCKKSoJdRI7v28bx8/Z3dJ/8yxIZbSjCpHJl3bFSxJSEJmV2lUmOjbq9BYhmMzYnPesOnATRDYVaZPPvG8lJlLK95pZWkJCQgK5aSSye2JQilVWSRmPUqFHExcV16fHBYDC0y3Hae5Gpu80HtXTHZ/JScrnPmx3BxdxTJhvUvt6tW7ceXSuL7lHZq+kPZKpCOJjQdGy0iTbeKn8LgPGa8ezeLAkBvdavp5cgUB0WysYTJ+DEibo65ae1mKt1qPQCSad2ceiM/XMXJu1FFAX0Pv4knjxD4slmCtbgn60nCGfKXU1YJo8D4Oi2bQjtcE+lp6cDUljZ4uLiiz5eV6O5e6q95gO4AKHi8OHDvPbaa83unzVrFm+99VabG3K+zZ8oinbtAG02G7fccgvPPfcc/fs7lvURYPHixSxatKjue3l5OcHBwcyYMQN3d/c2tXX27Nls2LCB6dOnXzaDo8VikfvUxemu/TmRW8HhXbtQKOClG0cwuq933b5L1Sfluu2QCpq4ecy6qqkjYL4hn7IfylAqlMxxjaAMcImOoW/vweSTSlB/b2ZdNYEvtqzFAIybPoPQuCGYMyooSTqG1kOPGjUWi4WlS5eSmJjYpf9PtSvzF0t7LzLV0l3mg+76THYGl+O82RFc7D0liiLXvLcbkHzBrrxyBs7all/1VJ8uAyDgituYPWh2k/3JRcmUritFq9TyzNXP4KJxwVZeTsZLLyMAoQsXEje7vp4giHz91F7AzJhr+hN9RUCzbf18w08ATLjhZgaOm9hq/4o/PoqFSvpc0R/t375tt3uqvLycxMREFAoF8+bNu6y0aa3dU+01H8AFCBXFxcUtZhn09/enpKTE4eP5+PigUqmarELl5+fbPU9FRQX79+8nMTGRhx9+GJBsekVRRK1Ws379eqZMmdKknk6nq4ul3hCNRnPBN+PF1O2qyH3q+nS3/ryzVVIpTx3ox/gB9seODu/TGWmFRjlgFko759mavRWAfp79ELdJye9cx4zhdJbksN27ryc2k4nS3GwA+kREotFosBqliE8qNy2WYkmFXJswqSv/n9qrXe29yNRd54Ou/L/uasjXyjEu9DpVmayk5EoCRXSAO+7O+pYdtc0GyJV8yNRhY8DOOU+VS8lKh/kPw9PZE4Di5SsQysrQhITgPW8eigZawhN7cjGUm9HoVUSPC0TTTPSpgow0ygvyUGk0DBg9rtX+CgYLlnOSRth1kB9izXHb457Kz5cS9Pn5+TXJs3O50Nx1as/nsc2O2jabrUUVs0qlalOYSK1WS3x8fBO1zIYNGxg7tmkUAnd3d44cOUJSUlLd3wMPPMCAAQNISkpi1KhRjndGRkamQzmVV8Fvx6QXxHvHN424dEkoPQcl6YACwu2HJd10dhMAk4MmYdgvJWByGjaU7NOlAPiHu5N1IhmQ/CmcPTwBsJZKdvlKd23duNeToj+19yKTPB/IyFw4giAy5+0/6r47FPkpaz8IFnDrYzcqHsDxYslgdaD3QABsFRWUfvMNAH5/e7SRQAGQtFGK1DZ4SjAabfO2V2ePHgYgKCoWrb717NXGM6UggtrHCbVX+2TQrkUOJds+tHn2Oz+D6vk0dH5zlEWLFnH77bczfPhwxowZw0cffcTZs2d54IEHAElVnZWVxRdffIFSqSQ2NrZRfT8/P/R6fZPfO4Kqqio8PT0RRZHCwkI8PT07/JwyMt0RURT51w9HARgf6cOovr06pyHpNZNsn6Gg92iyu9JcSWJeIgAzlXFY8t5DodVi7tOfyuLDqNRKAiI8SPw1HQD/mqR3AEJljYOba/1QGhQUhMlk6hHjQ3svMkH3mg9kHEOeNzseUZQEirRCSbsaHeCOcwsv9HWckxJ+EhTfbKiolCJJexvlHQVA8aefIRgMaMPDcbvyykZli7OrKKzRJsROCGzx1Me2bQQgfEh86+0ETCdLAdBFekJVFWpPT64WRWyFhXCR91RtyOo+ffpc1HF6Om0WKs7PoGqPttrPLliwgKKiIpYsWUJOTg6xsbEkJCQQGhoKQE5OTqsxyi8llzRhl4xMN2X1gUz2phWjVSt5ak505zUkXYpOQqj9+Ou/Z/6OVbQS4haC96EM8gCnYcMoyJOec59gV7R6NTmnJSdEvwZCha1SCmUoONVPxkajEUEQOqAjXY+OWGTqbvOBjGPI82bH0jDhXbiPC788coVj+SmypQUVgpsPJXuqVDJ/Gug9EEtePoUfS6Fle917LwplY4OXQ1vOARA00AsXT/vjAkBe6mkKMtJQKJQO+VKIoihpKgB9hCcACqsVBWBrtXbLWCwWMjKkcOHh4eEXebSeTZuFio7KoPrQQw/x0EMP2d332WeftVj32Wef5dlnn23/RtnBycmJtLQ0Nm/eXGc7LSMj0xiLTWDZhpMAPDy5H/393TqpIdVw7Adpe8Asu0XWpUuZXCcHT6ZqhZRV1nX8eDJSywDo3dcDURTJPiGt1gUOqBeQbGXSS7PoIg2lCoWC06dPs2XLlh4xPnTEIhN0n/lAxjHkefPS8ssjV6BUOiBQ2CyQsUPaDrSvLThXcY5qazVapZYQ9xDyF/8LLBZ0kf3wmD+vUdnKEhMpO6QQ3ENnhLR46sMbfwNgwNjxuHh6tdpU87kKbMVGUCnQ9fMErRJLzT015SLvqfz8fGw2G3q9Xk56d5H0HOPfdkKpVBIYGEivXr1QKi8oIbmMzGXPF7syyC4z4u2iZeH4Tlz5Sf4JLFXgHmg3U6zJZmJHtjSpzgq7kurE+wBwjh9GwXpJhe8b4kZ5QR7VFeWo1Gr8+zbQVJRLmgrRWRoL1Go1QUFBPWZ86KhFJpnLC3nevLQ4lPAOoOA4VJeAzh2CRtgtcqJY0tBGekViOXyUsh+laE3+/3qyiSbkxJ4cREHEL9SNkOjmzV1tVisndksa5OjxTSPH2aP6WBEA+gHeKPU1r66BgRh79YKLvKeys7NrDhco358XSZuv3ubNm4mOjrYbgqqsrIyYmBi21yRDkZGR6XkUVpp4a5OkLv/LlH6thjPsMEQRdr0jbQ+7w+7Ek1yUjMlmwkvnRd8iDbbSUhR6PdoBURTWZtIOdqUoU1Lpe/UJQqWuj5RRK1QINQtlPclJW0ZGpptTUJNXwi8KVPbHrsMFkjN1tHcUuc9LCQzd516Ny+jGQRBEQeTEnpoM2mPth5CtpfBsOqaqKnQuLoQOHupQU00npYAPzoPaX5PQMJO2zMXRZqFi2bJl3HvvvXZjeXt4eHD//fezdOnSdmlcV8RsNvPGG2/w/fffY26n1PAyMpcTyzaepKzaQlgvZ24a2bIKvEPJOgi5h0GhgqG32S1yIE9KZjfMfxiGHVLGZudhwyjMM2E12dA6qfHq7UJxdiYA3n3qJx3RIiBWS3biol4aSlUqVY8aH+RFJhlHkOfNjkdsOWm2fXIOSZ9+Uc0WOVEiCR5jUkSMx46h0Ovx+9vfmpRLO1xISU4Vaq2SiHi/Fk97LlkKYds7oj9KZevO5ILRiiVXckDX1fhTYDajfOMN+n3/PVzkPSX7U7QfbRYqDh06xMyZM5vdP2PGDA4cOHBRjerKWCwWFi9ezOeff35ZpXGXkWkP0gqr+GavtKr/4vw49M3EJ78kHFsjfQ6YBR72V6B250iZYeP946msefl1ueIKcs/U+FOEu6NUKijOkvrk3ac+molgqHn+lSDULPKpVKoeNT709EUmGceQ582ORRRFbvhgV9srpm6RPoNGNnvckyUn0VhFApdLPhDet92KJqCpJiL5D8mEKGpcH5xcW04cd3K3FJGv79DhDjXTdKYMRFB56FC51RzbYkG1eDExn38OF3FPFRYWYjAYUCgUcuSndqDNQkVeXl6LiTLUajUFBQUX1aiujFqt5vbbb2fy5MmyqYOMzHms+CMNqyAyMsybsRGdFEIWpGW7ZMn2l0E32i1iESx1qv0R3kMx1CyGuE6axLnjxQAEDpAcCOs0FUH1mhdbTThZpbOmUY6KnjQ+9PRFJhnH6GnPxaWmYeSn6AB3nBxZzKnMr0t6R79pdovkVOVQbCwmvFCForgMhZMTPnYCKFQUG8k4Kvk8tBZGtrKkmJxTJ0ChoP8Y+3mDzseUJi3y6Ps3cOhWqxFuv52zkyfDRdxTp0+fBiAsLOyyyqLdWbT5PxEYGMiRI0fo16+f3f2HDx8mwI4Ue7mg0+lYvnw5CQkJzYZRlJHpieSXG1m1X1rRf3BShGPhDDuKrINQdhZUOoiYarfIkYIjVFur8dB5EJRRxTmLBZW3N6qQELKOS1qLoIFeUmz9c5J6vKH5k61civyk8tBhs0lBDdVqdY8aH3r6IpOMY8jz5qXDoYR3UB9q2zcK3OwnsDxUIJlHxVf5Alk4DRqE0tm5Sbnju6SIT737euAd0HI26rNHkgAp34+rl3fr7QRMpyV/Cl1EgzxDOh225ctJTEgg4CLuqZwcqe21IatlLo42aypmz57N008/jdFobLKvurqaZ555hjlz5rRL42RkZLoP/9t/DrNVIC7Qg0kDfDu3MQc/lz4jpoDO1W6R2glzuP9wKjdJGbWdR44k+2QpVouAk5sG32A3irMzMVVVoVKr6dVAUyFUSdoJpUu9pqKlF+zLkdpFpua43BeZZGS6Gg6v5ZypMX2KmNJskVpNblyxNIbqBvRvUkawCSTvkEyfYsa3bj50co/kuxYSO9ihZtoqzVhyDdL5+3k6VKctFBYWAtCrVydq1i8j2qypePLJJ1mzZg39+/fn4YcfZsCAASgUClJSUnj33Xex2Wz861//6oi2ysjIdFGMFhuf/JEGwB1jQjtXSwFwWsrUSvydzRY5mHcQgNheMVRuWQ2A+8yZpNT4UwRHe6NQKshKOQZAQP+BqBsIDbU+FUpndZ1QoVJ1og9JJ1C7yDRr1iz0en2jffIik4xMFyarxiwxbFyzRZKLkgEIzJQWkZ3iBjUpc2p/PpXFJvQumlYdtE2GKtIS9wEQdcUkh5ppTJFMUTUBLqha8dVoRI3ztV1qtBJWq5Xc3FwAefGjnWizUOHv78/OnTt58MEHWbx4MWJNyAGFQsGVV17Je++9h7+/fVXa5UBVVRWBgYFYLBaysrLwvMjU8DIylwOr95+j1GDBz03HNUNatqntcPKSoTwLlBoIu8JuEZtgY2/uXgDGCX2xnDuHQqPBdfwV5K+QwuH6h0mq9txU6XtA5MDGxyitMX9y12G1SpOuQqHA19e3x4wP8iKTjCPI82YXo/Qc5EsCQ3P5KaosVRwuPAyiiFO25C+hi2xs9i4KIokbpOz2cZMC0WhbXlRJTdyPYLPh6R+Ab6hjkZYq90ov/U6DztN+V1WhDgxktsUCWVlw/j312GOSb51CAVu3wsSJ9dv5+QDk5uZis9lwcnKSNRXtxAV5t4SGhpKQkEBJSQmnT59GFEUiIyPx8mo9K+LlQFlZWWc3QUamyyAIIit2pANwy6gQtOpOTh6U9JX0GTm9WdOn06WnMVgN6FV6/E8VkQfoBw9C4eRMXprk8Ni7rxTRKPeUFFIxoF9j1b+1qBoAtY8eq1WadNVqdY8aH3r6IpOM4/Sk56LLc+gb6TNkDLja1y7szN6JVbASRxCUZ4BSiTYsrFGZ0wfyKcqsRKlUEDux9RwPx3dsA6DfyDEONdNWbsZyrgIU4GJHC6IoK0MD2I399L//1W9PmQKrV9dv15CZKQXgCAoK6nzt+mVCm4WK2bNns3LlSjw8PPDy8mL9+vX8+c9/rlt5KCoqYvz48SQnJ7d3W7sETk5OHDt2jG3btuF0kanhZWQuB9YeySGtsApnrYo/jQnr3MYIAqT8LG03E/UJ6kPJDvYdjGmHZN7kNGgwuWnlmAxW1FolvQJdMRmqKKhx0m6iqSiTNBVqDx3WEsn8SafT9bjxoacvMsm0jjxvdixtzlFxap30GXdDs0VSilIAmFgZCGSg7RuOsoGJoyjWaymixgXg7N6yaZLFaCQ9STI5HThuokPNrD4uLdZo+riicj/PGdvJCUvNPTXxAu+p2vwUwcHBF1RfpiltXlJct24dJpOp7vurr75KcXFx3Xer1cqJEyfap3VdEKVSSWRkJH369JHTucv0eExWG+9ukULy3T0uHC+XTg7Jd3ojlGaAxhn6TW+22O+ZvwMwPvAKqnZLAobTkMGkH5ac9kJjfVCplRSeOwuiiKt3r0aRSkRRxFokmTypvPWNQsr2pPFh9uzZdSvQtYtM/fv3rxMoioqKiI6O7swmynQB5Hmz42hzjgqzQYqOBy06adcmBu1fJI3p+vOe4zMHCyg4W4FKo2T47NZNmU7v341gs+LWyxe/sL4ONdWQKEWOc4q1Y5qkVEJkJFV9+kjbLfHDD/Xbzz0HSNft7FlJKJIjP7UfbX66xfNE4vO/y8jI9Bxe++0Ex3MrcNGquHNcWGc3B/Yvlz5jr2vW9MloNXIwX5pUJxhDsZw9i0Knw3XcOHLOlAIQEiMJEFnHJS2GX3hEo2MIVRZEiwAKUHs1Fip6Ej19kUlGprNpc46KnEMg2sDFF7zC7BYxWAySPwXQJ0VaaHEaMqRuvyiKJK6XVvkHTQrC1av1kK61pk/REyY7ZGpkLTNhrslP4Ty0ZQdwu4wcCSNGwPDhEBICMTHS7+Ol3BilpaVUVVWhVCrlpHftSJdZMnjvvfcIDw9Hr9cTHx/P9prstvb4448/GDduHL169cLJyYmBAwfyn//855K002Kx8P7775OQkCBnBpXp0RzNKuPznekAPD8vFh/XTo4/byyHM5ul7ZH3NVssqSAJq2DFW++N22EpYpXz6FGgd6IosxIAv1DJn+LsUSnsbHB0XKNj1Gkp3LUo1MpG0Z960vjQUYtM3WU+kHEMed7sOBo+cg7lqMiUAlQQNLLZ+LOJ+YlYBSvBugDE5JMAOA+vz3599lgx+RmSr8OgKa37UpgMVZw9KgkpkSPHtloewHiiJupTkCtqT33TAhYLyvffJzwhwX5G7b17Yd8+2L8fzp6VBIwGnDlzBoA+ffr0uFDgHUmbhQqFQtHkpr1YB5dVq1bx6KOP8q9//YvExETGjx/PrFmz6lRT5+Pi4sLDDz/M77//TkpKCk8++SRPPvkkH3300UW1wxHMZjN//etf+eijjzCbzR1+PhmZrogoijz70zGsgsiE/r5cO6z1iaXDSfkJbGbwjoCApqEPa/n25LcATA6ejOnoUQCch8WTm1aO2WhD66TGK8AZm9VC9snjAAQOaKz6t+RIwoemt5ToqVaoUCgU8vhwkXSn+UDGMeR5s2M43/TJoVex2vwUIaOaLVKbw2eSGIloNqN0dUUXGQmA2Whl61fSuBg1JgBXLzsv/OeRsn0rVrMJD//eDps+GY9J/hT6yGZ8s8xmVH/9K4M++ghau6fc3cHXt5EEdrRm7O/fv2nuDZkLp826elEUufPOO+uyYhqNRh544AFcXKTJtaEq3FGWLl3KPffcw8KFCwFYtmwZ69at4/333+fll19uUn7o0KEMHTq07ntYWBhr1qxh+/bt3Hdf8yuU7YFKpeLaa68lNze3x8Wkl5Gp5cekbPZnlKBQwJK5MZ3dHGmy2P2BtD345maLVZgr2HxW0mYsGLAAY/IiAPTRUZw8VOtP0QuVSkn2yRNYjNU4ubnjH9E4lKK1oCbyk6+UXbZh8ruWxodffvmFQYMGERISgs1m47///S8Gg4Hbb78dNze3i7gAnUNHLDJ1p/lAxjHkebNjaLPpk9kAaZI/WUv+FLVO2jGFkgO0buCAuud6f0I6lSUmtHoVo+dFNHuMhpzcswOA2EnTUTjgUyOYrBhPlwLgPKSZRKoqFcK115KTm4ufvXvq88/hu+/giSdg2DC48so6qctoNNYtUsg+X+1Lm4WKP/3pT42+33bbbU3K3HHHHQ4fz2w2c+DAAZ544olGv8+YMYOdO3c6dIzExER27tzJCy+84PB5LxS9Xs8333xDQkJCk2RPMjI9gQqjhf9slFTij0zuR5iPSye3CMg9AnlHQKGE+D81W2xv7l4sgoUQtxD6CT6cTk8HJCfEnF3Sdq0/RV6q5IDeOyISpbLxpGXJqQJA01sSKmpNOlobH1544YU6U57XXnuNkydPMnLkSG699VZ++umnC+x859Hei0zdbT6QcQx53uwY2mz6lHVA8qdw6wP+sc0WO1J4BIDQDCmTdW3Su9J8A0kbzwEw8ZYBrUZ8AijLz6vzTYsc5aDpU0ox2ERU3nrUfs72C+n12L75hv0JCcy2d0+98YYUVvaRR2DDBnjpJZg2DYCzZ88iCAJeXl74+Pg41CYZx2izUPHpp5+2awMKCwux2WxNYpn7+/vXZTpsjqCgIAoKCrBarTz77LN1K1v2MJlMjSa48nJJurdYLG228awtfznZhsp96vp0lf48//MxMooMeDipuXNM8EW1p736pDz6AypA6Dcdm87Lvo0t8GvqrwCMCRhDxS7JbEDbrx9mnQv5GdKY4BvigsViIbMmk7Zf38gm7bMUS5oKPDWNxhClUtlin2rDaVosFlatWsXatWvx8/Nj1apVl/T/2l7nau9Fpu42H3SVZ7I7IF8rx3D0OomiyPXv7677brVasChb9mlSZuyWxsnAeGw12tXzyanKochYhFKhRHfiHFZAO3gwFouFHd+dQhREAvq5EzbE26H/5YGEHxFsNgKjYnH36+1QnaojUtQn3UCvOi2wPVq6VqqoKGx9+6Iym7FZLKgqK7HVlDt9WlowCg0N7RH3Y2v3VHtegy4TquR8CVsUxVal7u3bt1NZWcnu3bt54okn6NevHzffbN/04eWXX+a5mlBiDVm/fj3Ozs1Iwq2wYcOGC6rXlZH71PXpzP6UmOC7RBWgYH6wie2b26ctF9MnpWBhWvIKnIAkUwjnEhLslqsQKlhfvh4Ar2wvTn6/Gg8gN6A3+77ehGBzQuUksH3vFkAkPXE/AJlllRQ1OKbSBkNLJW3G1qQdWI+JZGVlAZCSkkJBQUGzfSoqKuKDDz6gvLwcs9nM/v3SOXJyckhopt0dgcFgaJfjtPciUy3dbT643MaYjkS+Vo7R2nUy2SAlV3qFC3QW2bJhfas+FaNP/4g/cKzCjdRmxpsUi2T61Mfqg+VMKgpgZ14uVV+uo+CQ9GzY/HL49desVvsgWMykb5JyYth6+Ts0xiltMCjFCxUKDpQfx5BwrNU69q7V2ORk1DExOBUWYoiLI2fUKE7XnL82Il1xcfElHXc7m+buqfaaD6ALCBU+Pj6oVKomq1D5+fmtZmIND5diI8fFxZGXl8ezzz7b7CSyePFiFi1aVPe9vLyc4OBgZsyYgbu7u8PtNRgMREVFYTKZOHHiBB4eHg7X7cpYLBY2bNjA9OnTL5tICJdbn7pCfx5emYRNzCe2jzv/vG3URdvPt0efFIdXoT5UgujkRdxNTxGnsf9S+EvaL4i7RPp79ufemQtJ/8832ICYW2/FkO5LEXkMHBHIuKv6UXQugzMrjag0Wq657Q7UDdpmzTNQtPcwCicVM66ZBcDKlSspKysjKiqK66+/vtnxISwsjJdeegmFQsGaNWuIiIigvLyc1157jdmzZ19Q/y+E2pX5rkZ3mw+6wjPZHbhc582OwNF7ymC28vheyT9s7aKpuOhaeZ0zVaA+dDcAA+c8wkCfSLvFMg5nwFG4UoxAIWSj6tWLKTcs4LtXEoFq+g33ZcrN4x3qy4FfvifVbMLNx5frFj6AyoGQ29UH8ynfm4rKS8fEG2c0P8cYDKhq7inxxAk0599TsTXmXQoFbn5+uOl09Ee6F5OSkgCYO3duj7gXW7un2nM+6HShQqvVEh8fz4YNG5g/f37d7xs2bOCaa65x+DiiKLZov6vT6ersfhui0WjaNBmo1WpycnLqti+3iaSt16M7cLn1qbP68/vJAtYl5wPw1JxotNr2S3R3UX3a9yEAitEPoXFufoLYnSuZCowLHIeQloatsBCFXo/72LHkbpQ0Bn0H+6HRaMg8JoU/DI6Jw+m8lWtrRU1OCk99XZttNhsgjTMtjQ+RkZH83//9H0OGDKlLAtarV682jXXtQVd9HrrbfHCx9XoKl/u82RG0dk9pxPqXba1Wg0bTyuvcqe0gWME7Ak3vqGZDRR0pkvwp4kqlPD9OsbGUZhspy5dMPsffOMCh/58oihzeKJmbjrj6WvQOZr0uO14KgPMw/5bnGLUacnJwAiwN7ymDAZycoFcvWL4cTp+GiAi4917w8CA9PR1RFPHz8+tx/hTN3VPt+Tx2ulABsGjRIm6//XaGDx/OmDFj+Oijjzh79iwPPPAAIK0qZWVl8cUXXwDw7rvvEhISwsCBAwEpTvm///1vHnnkkQ5vq16vZ+/evfzxxx+yw5lMj6HKZGXR/6Qwg1cP7sOovnYynHYGGTsh9zAoNRB/Z7PFzDYzf2T9AcCEoAkYNkrZYp3i4qiqFCgvNKJQKvAPl1ap89KkGObnh5IFsBbWRn6qnyRr7X6dnJxaHB9mzpxJQEAA/v7+vPbaayxcuJAvv/zyAjp++dKd5gMZx5DnzS7AScn0k4gpzQoUFpulLpxsnxwpTKtuwAByz1UAEBzt7ZBzNsCZA3upKCxArdURM3GqQ3VslWaMJ0sAcIpuZY7R67HU3FNXNLynZs6ErVvhxhthwQK47z44cED6vm5dnT9FZKR9TY3MxdElhIoFCxZQVFTEkiVLyMnJITY2loSEhLrU6Tk5OY1ilAuCwOLFi0lLS0OtVhMREcErr7zC/fff3+FtValUDBkyhOzsbDk0nkyP4cvdGRRWmujtrufV6+Jar3Cp2P2+9Bl9Dbg2n3V1X+4+ys3leOu9GeI3hJxdnwHgPGI4Z2viofsGu6JzllZsCs9J2WJ9Q8OaHMtas2Kn7tVUqNDpdERGRjY7Pjg5ObFq1SomTpyIXq8nOzu7bf3tAXSn+UDGMeR5s5OxWSDlZ2k7em6zxU6UnKDaWo2HzgPt8QzMgNPgQeSekTJbB0Q4bip0dItkvz9w3ES0To75KVXuyAabiKa3C9pA15YLq1QwZAjl2dnSdi2iCEql9Ns990i/DR0Ka9YgiiKpqakA9OvXz85BZS6WLiFUADz00EM89NBDdvd99tlnjb4/8sgj8iqUjMwloqDCxLKNpwC4f2JfnLVdZNgoOAnHf5G2x7Y8HtRqKSYGTURpsVH1h/Tdbdo0dm2QTLrCa+KhGysrGwgVTRM1WfJqw8nWh9JtmFG7JaKiovj5558xmUz8/PPPLUY26cnI84GMTMu0KXl9dhKYykDvAaHjmi2WUiw5aQ9zHoj5jBTCWR8bR96WmvDa4Y4JFRXFhaQelDJ3D54+y6E6gtlG5S5pkcV1QqBDdezSuzc89RT4+cEzz0B8vJRZu08fcnJyqKqqQqPREBh4EeeQaZY2Z9Tu6VgsFr744gs2bdrUI0KRycgs3XCCaouN6AB37hgT1tnNqWfDUyAKEDYe+gxptpjBYuCH0z8AMDF4IlU7dyKaTKh8fLAFRnDuuKRujxgqCRVZJ5JBFHH39cPdp3HiJdEm1OeoCKgXKmrHAoVC0eL4UF5ezvfff09MTAx79+7l66+/vuDuy8h0F+R5s305P5N2q9QuvvSdBMrmFz7SytIAGFLoAqKIJjAQwc2L8kIjAL4hjiXoPJjwE6Ig4BceQe8Ix8yMqo8UIhptKN21OA9pXutch8WC4osvCN60qXEI8ZUrYdAgGDhQ0lYkJYFGAyEhnDwp5VcKDw9vV59AmXq6yJJj98FsNtfFP1+yZMkFh6OVkekOpBZUsnp/JgCLZw9Epby4aE/tRtYBOPmbtD29aWjQhvye9TuVlkoCXQOZFDSJvA+fBsBt2lQKMipABK/eznjVaB7SDx0EICiqaXIoa7ER0SKg0CpR+zQ1fxJFscXxYcWKFRfQWRmZ7o08b7YvbcqkbbNA4n+l7eh5LR63NpN2v7PSS7rT4MEUnJX8Kdx66dG7tu7Qa7NaOLpZ8t8Yfe2CVsvXYkiSNMauI3ujcGSeMZtRL1zIMMCyZAnU3lNqNdxwg90qye+9B8CAAQMcbpdM25CFijaiUqmYNWsW+fn5sm2ozGWNKIo893MyVkFkYn9fxkf6tl7pUrHxWekzYioExrdYtDbh3bSQaShtAhUbNwHgfuWVJNY4BfqHSQ7aoijWqe37j25qJlDnT+GtbzTxNfSpaGl8GDlyJKIoIooiJSUleHp6cuDAAUd7LSPTLZHnzY6j1UzaOYfAUAQ6d4i6utliJpuJwwVS1Du/k4WIgNPweFJTJeHFL9QxLcX+n7/HWFWJk7sHEfGjHKpjKTBgOlUKgJMjWgoAlQqh5p7qZe+eGjmy3kYsNRWbry/5N92EQqEgKirKsXPItBlZqGgjer2eH3/8kYSEBDmKhcxlzeoDmWw7WYBGpeCJWQM7uzn1lGdD2nZpe+bLLRatMFewLXMbAFdHXE31kaMIZWUo3d3RDR3Gye/3ARA+WBKYCjLSKC/IR63REhwzqMnxLLmS6ZPa36XR77VChYuLS4vjw969e+u2s7Ozef755x3psYxMt0aeNzuOVlMFnd4ofQaNAFXzmoZjhccwC2Z8VZ5wTDITch4+nIItkqaid9/W/SkM5WXs+f5/AIy78TaUDgqQVXukvDS6/l5ofBwLPYtej+3HH9mTkMBse/dUg7GW6moqbrwRgN69e8uasg5E9qmQkZFpQm6ZkRd+SQbgz5P7ERXgeEKwDufQN4AIfYaCb8tq7A0ZG7CJNsLcwxjgPYDKbZKA4TJ2LEU5JqrLzWj1KkJjpfCFZ/bvASB08FC0+qaTW61Q0dCfwmazIQgCIMXgdxQvLy/27NnjcHkZGRmZNiGKcPQ7abuFqE8AO7Mlx+zppghEkwmluzvafv3IT5c0FT5BrURjQkp2ZzEZ6RUUwqCpVzrUREu+gcodUnZu19EBDtVxCJOp/i8nB+URKf+G7KDdsciaChkZmSa8lJBCudFKdIA7D06K6Ozm1COKcPBzaXvYn1otvjZ1LQBz+s5BtFgo++EHANymTuVUSjEAfSI9UWmk9ZXURElz0XfYSLvHs+QZAPuRn6B1oWLs2LGINSr5lJQUXn/99Vb7ICMjI9MQhyM/ndsLhSdBpZXCbrfAprOSWejYAi8AXEaNpLrcQmWJCRTgF9bywpLFaOTwRsnPbeyNt6JQOrZmXbk9C0TQRXigj/J2qI5DzJpVd6HEkyfZPF7KAi77U3QsslDRRgwGA4MHD6aqqoqUlJQekeJdpmexN62Ynw5Jof1emB+LTt2FbKAzdkJJOqidIO76FosaLAaS8pMAmBoylcrff8eal4fKywu3aVPJ/OA4ACExkpaisqSY3DNS6Ny+Q4c3OZ5oFbAW1ggVAfaFCovFwpAhQ5odH3bu3Fm3XVRUxD/+8Q/uvfdeBzsvI9M9kefN9qNNkZ9SfpI+B8wGJ69mi52rOMfp0tOoFCqC06swAU5DhpBXo6XwDnBBq2/5dXHnt19jrKrE3deffsNHO9Q8URCpTpbyBLmOC2zZN+R8DAbUgwcztaoKUlLg/Htq8+a6zdTjx4m44QZODB1KREQXWiS7DJGFijYiimJdRkaxTYGiZWS6PqIo8upv0sv29Gh/hoU0PxFdckQRtrwkbcfMA13LjoObz23GLJgJcg0iwjOCzG+XAuAx92oEtbZuwgzo5wnA2SNJIIr4hvXF1btpNldLThUIoHRWo2qQVbY2RGatA6qj44Narebw4cMtlpGRuRxo67wpCAIGgwFX19ZNbnoaDkd+EoT6hHcx81o8ZmJ+IgCxXtFYE6UxyTk+nuQTUiCL3q0kvTNWVpL4m3SuCbfe5bAvhTmzAqHKgkKnQt+/jXONKKI4fRpXwGLvnioqqtvM27qVvgUF9O/fH6WDGhSZC0MWKtqIXq9n69at7Nq1S3Y4k7ns+Oj3VA5klKBRKXh6TnRnN6cxmfsg4w9QKGHCYy0WFUSBjw9/DEgO2pazZ6ncuhUAzwULyEwpwWqy4eyhpVcfSeuQmrgfgLBBQ+0e05xVCYAmyK3RilqtpkKtVrc6PowcWW9WpdVqefzxxx3puYxMt6al5+Kqq65i7dq1jX4rKSnhqquuYvfu3Zeymd2OFiM/nVoHpRmgdYN+01s8zqYMyfRpsrkvtrJElC4u6GNiyP01CYCgVl749/38HTaLBe8+QUSOGuNw+0010fd0EZ4o1G182dfrsdbcU6PtvYvdfjsAokKBV24uCbNmMVzWUnQ4slDRRlQqFWPHjqW0tFQOjSdzWXEgo4SXf5W0FA9PjiTYu4tFyNj9vvQZdyP0anly2Ju7l9SyVJzUTtwadSslb34EoojziBHo+vYl7Uupn30H+6JQKhAFgXPHpBW60GaEilonbW2A/chPGo2m1fGhYfQnGZmeQkvPxaFDh7jrrrsa/aZQKEhOTr6UTeyWtGgtdOwH6TN2Puia1/gYrUb25EoBI0YXeQLgNHQoglJFYc1Cil9Y81rhosyz7PtJcgYfe+OtKFtIrtcQURQxHC4AQB/p6VCdRqhUiGPHUlxaKiW5O5+EBBBF8o8dY9Xq1ajUam6V/Sk6HFmokJGRQRRF/vW9FB1jYn9f/jK1Xye36DyK0+DYGml71H2tFv/w0IcAzAybibvKhYLfJAdCj+uuRbAJnEmUEi2FD/EBIPvUCQxlpWj0TgQOsK+hqQsn27uxUFFr/tSSk/aUKVOaNfvYsmVLq/2RkblcCQ0N5R//+EeTFfd//OMfndSiywBTRX0W7Tj7ieBq2ZOzhypLFX7OfnilVlAG6KOiKMioQLCKaJ3UuPdqPszr7jWrEAWBkNjBDBgz3uEmmjPKpbw/KgXOgzsgB9L69fDSS3gdOsTdbm6k3norOp2u/c8j0wjZuKyNWK1Wvv32W3bs2NHIQVNGpjvzn42nOJ5bgVqp4NXrBrXNYe5SsLUmH0XI2FaT3R0rOsb+vP0oFUoWxi2katduLNnZKN3dcZs2jfTDRZiqrGj1KgJr1Pqn90mOj+FDh6PWapscUxRFLLk1Ttr+jTU4Dc2fmhsffvnlF9auXcvw4cN56qmnWLNmDU8++SQjRoy4sOshI9ONaGnevP/++4mJiSE6OrrJn8wFcnIdmCvBMxRCr2ix6B9ZfwAwIWgC1XskTao+LpacM2UABER4NJvhOj89leM7pDDdY2+4tU1NNCRJWgqnKG+Uzq1n6m6C1Yri22/ps2MH2HsXe+kl2LSJwt69+ezOO4lft67t55BpM7JQ0UZMJhO33HILr7/+OiaTqbObIyNz0ew8Xchbm6SoR3+b3p/eHl3MV6joDBxZLW1P/merxT869JFUNHgyIe4hVGyUkj+5zZiOytWV47tzABgwJgBVjR3v2SOHAOgXbz+UrK3cjGi0ghI0fo2FioaaiubGB2dnZ5ydndm7dy9TpkzBy8uLqVOnyuZQMj2ClubNO+64o5NadRlztEarGzMfWnBMFkWRrZlbAZigicGcng4qFS6jR5NV46TdpwXTpN3ffQNASNwQAgc6LgSKFgFDkqQtdnY0g/b5mEyob7mFEa+/LuWiOB+lEpPVitloRFAo0GsuQHCRaTOy+VMbUSqVTJgwgaKiIjmKgEy3p8pkZXGN2dOcQQH8eXIXM3sSRfjpERAFCBsP4S2r1zMrMtlyTjInunfQvYg2GxWbJCdE1wkTqCg2kna4EIDocX0AyD1zivz0MyiUSkLihtg9riVbsi1W+zo3cSg0m80A6HS6VseHIUOGcMcddzB8+HD27dvH4MGDHbwQMjLdF3vPhclkks1ROgJjWX0W7Zj5LRZNLUsltyoXrVJLbIZAIaAfMACFiyvZp0sBCBpo30k7L/U0p/dJjvTjbrytbU08U4potKFwUqOPbhppzyGUSoQJEyguKsLD3ruYnx8nkpPxNxhY+NVXqF944cLOI9Mmusxb8XvvvUd4eDh6vZ74+Hi2b9/ebNk1a9Ywffp0fH19cXd3Z8yYMay7RKotJycnNm7cyIsvvoiTk4Pp5GVkuiivrztBRpEBH1cdz82N6ezmNCX7IGTsAKUG5r7VavH/Jv8XEZHYXrHE9Iqh+vBhbIWFKJ2dcZ00ibRDBSCCb4hbXYbY4zt/ByBy1DhcPO1PoJbsGiftPk0dHms1FRqNptXx4c033+Rvf/sbAQEBLFq0iDfffNOx69DD6C7zgYxj2Hsurr/+embMmMENN9zAc889x3fffcfJkyfrstPL2KfViLzH14LNJJk+BbS8aLE/V4p4N9RvKKY/JBNQlwnjyc+owGK0oXNW4xPc1ElbFAR+e+8/iKJAxPDRBES2zQG6+pBk+uQc59OsaVWrODlh27iRHS++CPbexb75hmPHj/PFHXdw4oMPUNx004WdR6ZNdAmhYtWqVTz66KP861//IjExkfHjxzNr1izOnj1rt/zvv//O9OnTSUhI4MCBA0yePJmrr76axMTES9xyGZnuy9GsMj7flQ7A01dH08u1C64a7pEcrhl4FXj3bbFopbmS709/D8DCuIXSb5slrYXLuHEotVpO7M4FoG+Ng7YoipypWW3rP2pss8euCyd7npM2NBYqWuPzzz/n8OHDGAwGDh8+zOeff173JyMhzwc9g59//pn169ejVquJiYmhqKiIZcuWMW3atM5uWpfFocR3B7+QPofc2kp4KPgjW/KnGOEbT9UfOwBwnTCRcynFgGT6pLTz0n985+8UnssAhYIpd97XJh880Vaf8M552AWaPjlynrvuIvrf/2baxo2M/ugjOC/CmEzH0CXMn5YuXco999zDwoXSi8CyZctYt24d77//Pi+//HKT8suWLWv0/aWXXuLHH3/k559/ZuhQ++EgZWRk6jlXbODOT/chijAq3Ju5g/t0dpOakpcMh/8nbY9Y2GrxH8/8SLW1mkDXQCaHTEYURcrXSyvWrlOnkHO6lPyMCpRKBVE1pk9FmWcpzctBpVYTbieLdi21kZ80fZoKFQ0dtVujqqqq1TI9HXk+6FkIgsD111/f2c3oFrSa+K44Fc7uAoUKht3e4rEMFgN7cqRQsldYQhEqKlA4O+M0eBBnNyYBEBLt3aReeWEB6z+QtMbxs+fi7ts2wcCYUoRosqF0VqMNdm9T3bZQcs89/LFyJSqlksEjRsAff3TYuWTq6XShwmw2c+DAAZ544olGv8+YMYOdO3c6dAxBEKioqMDbu+kD0N5UV1czevRoysvLmTx5skOrkzIyXQlRFHn6x6MUVpro7+/Ku7cO6+wmNUUQ4JdHAREiprTqS2GxWfj8mLTaf33/61EqlFRu24Yl4ywKrRa3yZNJWitpKSKG+eLiIWllzhyQHKWDouPQ6u2bMwpGK7ZiIwAaO+ZPDYWK1saHhx56yLH+91C623wg4xgtPRfV1dU88sgjzJs3j8GDB+Pj49OJLe0+2E18l/yj9Bk6FtxbXij6PfP3ukUYv31pFALOQwZjMYvkpkmRn0Jimvo7bPviE6wWMx7+vRlzfdsiPgFU7ZPGYac4HxSqi4gyWF2NevRoJpWXw+TJcN5Ye0ano8DXl9DQUJR33AH//e+Fn0vGYTpdqCgsLMRms+Hv79/od39/f3Jzcx06xhtvvEFVVRU33nhjs2VMJlOjqBPl5ZK0b7FY6swXHMFkMnH48OG67bbU7crU9uNy6Q9cfn1qr/78mJTNlhOSTeur82Px0Ck77Ro11ydFyk+oz+1BVDthnflvaKV9q0+tJqcqB2+9Nzf2uxGLxULBx58A4H7jDVh1TqTW5KboG+9Td77Ug/sACBs6vNlrYEorBUDpoUXQgnBeuVpHbaVS2er4MHbsWERRrHsZEEWRXbt28fDDD/POO++02Mf2pKs+E91tPrjcxpiOoqXnYtCgQYwYMYJdu3bx0UcfkZeXx4YNGzqrqZ1OS/eUxVIfOtVqtWBRNnawUB37ASVgG3B1k3HqfHZmSUL6xD4TKPvoZwBcrrySrNPFIIKbtw4nD3WjdmQmH+XkHslMavp9j6DUaNp071vzDBhrokrp4n0v7rkxmdAcPowHYDCZmswRnq+9xtScHPr06YOwcSM4O2Proc9pa+NUe45fCrG5jEyXiOzsbAIDA9m5cydjxtSnd3/xxRf573//y/Hjx1usv3LlShYuXMiPP/7Yoi3ms88+y3PPPdfk96+//hpnZ8czB9tsNo4ckaLlxMXFoVKp2LdvH2FhYfj6+mKz2di6dSsmk4nJkyfLztwyXYpKCzx7UIVFUDApQGB+WBd0ihQFJh1/Cg/jOVJ9pnEkuOWQk1bRyuvlr1MlVjFVP5XJ+snoMjMJffsdRJWKtH/8nQqzH0WJTihUIn2mVqJQgaWygoyfpJCIoVcvQONmXxXvn6Un6Kwzxb1MpPVvar6UlZVFfn4+fn5+9O7du8n40BUxGAzccsstlJWV4e7ecSYIbaW7zQcyjmFv3pRpOyYbPL5XWgt+baQVXYPLqLWUM+vowwD8FvsWJo1ni8d6o/wNSoQSHiifxZR3f0ZQq0l98l8UZ3hQmabDuY8F78HGuvKC1UrGz6uwVRtw69sf/9ET29z+kFRnfPP0lHibSR1Q2eb6jbDZ8K25pwri4ppk1a5MSMBsNuPfuzf6gAAqQkMv7nyXMe05H3S6psLHxweVStVkFSo/P7/JatX5rFq1invuuYfVq1e36ty1ePFiFi1aVPe9vLyc4OBgZsyY0eaLOHPmTDZs2MD06dPRaDS89NJLbNmyBY1Gw6uvvkpZWRkjRozgyy+/5Pvvv2/TsTsLi8XSqE+XA5dbn9qjP/d9eRCLUEhYL2fevncM+vNtci8x9vqkOLoaddI5RLWe4Jv+TbBHUIvH2HR2E1V/VOGsdubpOU/jpnWj4OVXKAPcpk1jxm238ev7RymihP4jezPx6v4A7P95DRlA4MAYrlnQfGSQ0q9OYKKEkPhIosY3NSn47bffyM/PJzIykkmTJjUZHxpy7733Nsms/cknnzhwpdqX2pX5rkZ3mw8utzGmI2nuuXjggQeIiYkhLi6OuLg4evW6wBCjlwnN3VOiKHLNe7uBCgCuvHIGztr6VzjFkf/BURB9BzL1mltaPMfhwsOUrC9BrVAzx+KLAXAdPZqZ113H968nUkklo6bFEjmi3l/i13fewFZtQO/mzi3/9zQ6l6b+ZS0hCiIFL+9HxEb43MEMjPBoU317WJq5p6xWK2/u3Ytvbi5jR4/G1dUV5YcfItx/P2JoKPQwAaO1cao954NOFyq0Wi3x8fFs2LCB+fPrYypv2LCBa665ptl6K1eu5O6772blypVcddVVrZ5Hp9PZjYmt0WgueDKorVub2Argu+++Y926dfj5+fHdd991u4nmYq5HV+Vy69OF9ufnQ9lsOVGIUgGv3zAYN+euk+Surk9VhbD5eQAU4x5F4xPeat3Vp6XEeDcPvBlvF29slVVU/Cyp8z2vuQZDqYVzyZLKfcjU0Lprl5YomT4NHDuh2espCiKWTGlFzamvp91ytSEwdTpdo/32/k+PP/64dFxRJDExkd9//71T7s2u+jx01/ngchtjOpLzr9WTTz5JUlIS27dv5+GHH8bd3Z19+/Z1Ygu7BudfpyqTlZRcSaCIDnDH3Vnf2KciVcrHo+g3rdV7cdXJVQDMDJ+JbbUUUttj1ixsJig4J413IVG96o5TmpvDqd2So/PMBx/F1dOzzf0xpdbkptCrcOnf68JDydrh/GtVXFzMTV99RX5QEB5//CFdp927UYaGwowZ0K+L5WO6RDQ3TrXn2NUlQsouWrSITz75hBUrVpCSksLf/vY3zp49ywMPPABIq0oNs26uXLmSO+64gzfeeIPRo0eTm5tLbm4uZWVlHd5Wq9VKQkIC+/fvr3PQVCgUJCcns23bNlxcXPDzk6T76urqDm+PjIwj7E4t4pGVUojNBSOCGRHWRZ1YEx6DimxwD4Qxf261+OmS0+zN3YtSoeT6/lIEmZIvv0SoqEATHIzrhPEcXCeFIg0a6FWXm8JmtZKfdgag2YR3AKbTpQiVFhR6NdqgpvHaoXFIWXvjQ0Oio6OJjo4mJiaG2267jbS0tFb72NPoTvOBjGO09FyEh4czf/58lixZQlJSEqNHj+6kVnZdzg8la9dJO+ug9BnWclALq2BlR7bkF7HAYwqmU6dBqcR1ymQyT5SACF4BLrh61S86pSVJ+SwC+g0gIn7kBfXBcERKOuoU3U4ChdWKIiEB//374bx7Ki8vjyoXF47cdReK11+H116TBInXX4fp0y/+3DLN0umaCoAFCxZQVFTEkiVLyMnJITY2loSEBEJrVFQ5OTmNYpR/+OGHWK1W/vznP/PnP9e/ePzpT3/is88+69C2mkwm5s2bB8Df//53nJyceOedd1iyZAlKpbLu/OXl5Tz11FMd2hYZGUfYl17MzR9LuRjGRvRiyTWxndyiZkj/A46tkbbnfwj61s1QVp+UtBQTgiYQ5BaErbKSohpzIu/bb6ei1ELKzhwAhk4PqT/VoYPYLBac3Nzx6h3Q7PGNx6V47c6DfJpk0q6loVBhb3xoyD//+c8686fMzExcXZtGk+rpdKf5QMYxWnoubrnlFgYNGsTgwYPx9vZm06ZNndTKrovB3DiUrLP2PLPVilwoSQMUENKyULY3dy/l5nLcte4E7j9HIeA0bChqLy8yT5wAIPi8LNpnjx4CIHTQkAtqvyiKmE5K2mKnC82gfT4mE+p58xgNWP7+90YJ8DIzM0maO5eJBoMUSVCphB9/bJ/zyrRIlxAqQAq12Fy4xfMnhq1bt3Z8g5pBqVQSHx9PWVkZyprU8D///DPJycno9XpuueUWRFFk3759DqnhZWQ6kvTCKu7+TMpH4e2i5YPb49GouoSCsjFWE6yuSU406KZWQ8gCFFYXsuaUJITc2F+K9FP4/vsIlZWofX3xuvkmdv+SgSiI9In0bBQeMfE3yTxq4LiJKJTNXw9TurTarevbvP1vw5Cy9saHhsycOROQtJteXl7ExnZRAa+T6S7zgYxjtPRcvPnmmyQlJZGYmMjKlSubhBPu6QiCyJy363Ms2NVSnJGSfBIwCJw8Wzzedye/A2Ba6DSqV0jaD7cpUxFsAuk1ma6DGggVgs3GuWTJITpsSPO5fFrCfK4Ca5ER1Ep0/Vpun8MolQg195TrefdUbm4ut379Ne4DB8KpU5Km4sEH4csv2+fcMs3SZYSK7oKTkxO7du0iISGhbrVlzZo1JCUl2X2JkJHpLKpMVu79Yj8VRivB3k58c98Y3PVd0+5bue1lqMoHvQfMbJrgzB4fHPoAo81IX4++XBF4BZb8fEq+kGKR+z3+GEajyOEtmQAMmlLv7J11PJmMw5IpWNzUK5s9vq3cjCVbivaki/BstlytUKHRaOyODw0ZO3YsP/zwA2fOnCEiIoKoqCg5Eo7MZU9Lz4Wvry/Tp09n+vTpPProo9x7772NzNt6MoIgMnXpNtIKpXHIrpYCILVGqAhvOSKTxWapM32a22cGhn2SZs951EjOHS+hqsyMzllNcIOkd1knkjFVVaF1ciIgsv8F9aNql6QtdorphVLfTq+dTk7Ydu3i94QEZje4pwRBICcnB4tGg/mLL+DGG0Gvh+zs9jmvTIvIb8HtwLBhwzh37lxnN0NGpg5BEPnLykRO5Vfirlfz9cLRBHp2zfDG7oYMlLvflb5MeQqcW/f3yK7M5tuT3wLw9+F/R6FQUPzpZ4gWC/roaNznzOHI1kysZoFegS70HeJbV/f4zm0ADBgzHt+QsGbPYTwpmT5p+rigctM2W642T0VLzm5XXXUVVquVBQsWcOjQIfr3709SUhI33dR81CkZmZ7AvHnzePLJJ1m9ejXbt29n165drVfqAYiipKGoFSjCfVz45ZErmmopbBY4vlbaHjCrxWNuPLuRKksVPk4+RGZYEU0m1L6+6KOjST8k+TxEDPND3SAqYG2C0NC4oSiVbV8AsVVZ6vwpXMe2nJCvPSgpKcFisVDk64vv7t1gMsHPPzfxu5DpGGRNRTuQmJjItGnT8PHxQaFQ1CW0kpHpDGyCyGOrD7HpeD4KBbx76zCCvbtu7P3+eT+jQIR+02HkvQ7V+fjIx9hEG3E+cUwImoBotVL+yy8A9LrvPiqKjRzaLGkphs4IrZuIBZuNlO1bAYieOKXFcxhPlwKgH9CykFPrU6HVNi94VFZWolarKS8v5/nnpehW8+fPZ8aMGS0eW0bmcufrr7/myJEjHD58mMOHD/Phhx92dpO6BA39KMJ9XNi0aCJKew7OOYfAXClpeYNb9qeoNX26OuJqTDskPwmXsVI+mPSj0ot/6HlZtGsThA4cN+GC+lG1OwesApreLmhD7Ae7aE+yazQSnkolyh9/hJgY2LsXvv66w88tIwsVbaa6upqpU6dSUlLC5MmT0Wg07N69u7ObJSNTx382nGRNYhYAr143iPGRvq3U6DwUx9cSWCqthDHxcYfq5Bvy+fG05HT3t/i/AVD2089YCwpQurnhOnkS6z47ibnaiquXjn7D62OtpyXtx2SoQu/iStigYc2eQxRFTGdq/Claiadem5lZq9XaHR8A9Ho9y5cvp1+/fnz66afEx8ezb98+Bg4c6FCfZWS6M809FwDOzs6MGjWKUaNGdWILuxaiCDd/Uh9W95dHrrAvUACkbpU+g0dLDsnNkFOZw57cPQDMj5hP+T8fBMBp6DDKC6upLDahVCoIjqlfRCnJyaIkOxOlStVilLzmEMw2KrZLizuuVwQ21bJcDNXVqKZO5YqSEpg8GWruqby8PABO/N//MWDu3PryP/wAQS3nPJK5eGShoo0IglCnhaiNT3/33Xc3SWj16aefXvK2ychsOZ7PO1tOA/DnyRHcODy4k1vUAmYDqk3PACAMuQ1lsGOhCpceWIpFsDDIZxAjeo9AMJvJX7oUAK/bbiU9pZzURMnhcMbCWFQNHNNP7ZWe3chRY1G24MtgLahGqDCDSoEutGWhotb8SafT2R0fQErM9vHHHyMIAtu3b2f79u0ATcYNGZnLkeaeCxn7mAUa5aSw60dRy3FJQ0tky6FSfzjzAwCDfAbRO8tAekYGqNW4z55F8kHJ1NO/rzsabVPTpz4DotC7tD1SXdWubESjDaWrBuch7by4JQgod+2iF2BpcE/l5Ej+GyO+/RZeeEGS0BQKOH4cBgyA++6Dex3TiMu0HVmoaCM6nY7Vq1dz4MCBuuRJ//jHPwBpsNy3b5+cuEemU0gvrOKv30gOyMNDvfjHjAGd3KJW2PYKitJ0TGo3lFOXOOTgdajgEGtTJfvhRcOljMhlP/6IrbAQta8vve6/n82vHwZg0OQgAhpoGcoL8zm+Q/Kn6D/6ihbPU11jA6zr64FC03zLRFFs5FNhb3wA8PT05LHHHnOghzIylx/NPRcyTRFFkTeP1r/Y2432VEvhachOBIUSoubaL1PDurR1AMyPnE/JZ5IpkOuECajc3Tm59xQAIeeFez2+Q0qM13/UuAvqR9XeXADcp4Y0G5L7gtHpsNbcU8Ma3FOFhdLY7ZGbK5k91TJlCmze3L5tkGmCLFS0EbVazTXXXINGo0Gtli5fdHR03f7Y2Fi+lm33ZC4xqQWV3PjhLsqNVvr6urDirhHtq2pub06uhx1vAnA08BYGOZCTQhAFlu6XNBJTQ6YS7x+PJSuL/H+/AYDnzTeRlVpFUVYlSqWCEVc1zsa9839fY7NY6NM/itBBQ5s9jyiKGA7lA+AU49Nim6xWa522QavV2h0fZGR6Oi09FxkZGc3Wq81N0pOottjIMkhjd6taiqSvpM/gUeDm32yx1LJUzpRJyT4n9xpN4W9ShD2vW2+hrMBAbmoZCgUMHFOfs6eiuJC8VEnY6Dus7Qnvqo8WYS0yotAocR7m13qFtqJWI15zDbkaDdTcUyaTqS7ppfL++xuXr0meKdOxyLNeBxAeHo4oil37pU7msuHQuVKu/2AnFpuIn5uOT+8c0WVDxwJgKIbv7gFAiLySTNdxDHKg2mv7XuNgvpQ19i/D/gJA7pLnEcrK0ISG4LbgNhL+LcVTHzguAL1r/TWoKi0hebu0SjXm+ptbfDbNaWVY86tBCU5xLQsVtVoKaNlRW0ZGxj6jR4/miiuaRjUSRZHVq1d3Uqs6j4YWkS1qKQShXqiIv7PFY64+IV3HMQFjUKzdgmAwoA0Lw2XMGDZ8mgJAQD9PXL3qV/xTD0gWF/59I/Hwa15gsdsHQaTstzQAXEb0Rqm7NK+ataZP7u7u6NeuhZrgHSgU0oW98UYpZ8XjjvnvybQdWahoIzabjW3btnHkyBGuvPJKNBoNI0eObCREHD9+nKSkJIYMGcJHH33UyS2WuZxJySnn1k/2YLGJdbkoumro2Dp+eAhM5eAeiO3qd2HLzlarJOUn8VWKNIE+OuxR+nr0pfrIESq3SeZMgW8sZf/mPCpLTLh66Rh3bb9G9ff++C2iIOAXFtGilgLAUJMAynmoPyqXloWzWqGiNvGdvfGhIfKqrExPpKXnIi4urkcKD/YQBJF579cHfmlxXTInESrzQOMMMdc2W6zaWl0X2OLmgTdT9vH7AHjdcjOmahunD0ha2aEzQhrVS0vaD0C/ES1HlLJHxdZz2Gq0FG5TQ1qvcCHYbCi2baPXkSNw5ZWg0dSF9g8KCoKaRKNNWLCgY9ojA8hCRZsxGo1Mny45RD388MPo9Xr2NrTbA6ZMmcLmzZsZP771rMAyMhdKcZWZO1bspdJkJcTbme8fGksv1y5ur5zyC5z8Vdq+bnmr2V8BjFYjz+58FoAJQRO4J+4ehKoqsmp8mVynTaW6VxiHNkuRTcbMj0DrVD+0VRQXkvirlEF77I23tqilEAWR6uQioHUtBTQNJ2tvfGjIyJEjmTBhQpM2bN26lfz8/FbPJyPTHWntuZCpz0uRXmQAIKq3G06aFkyfjkh5eoicAermtaQbMzZSYakgwCWAser+pB6RtLluM2ZwKqkAURDx6u1MWIPxzmQwkH5I0gqHD4lvUz9s5SbKN52VzjEluNWFmQvGaEQ9fTpXAJaHHwa9ntxcyYcjICBAcsr+4Qc4fRoiImD+fKmevHjTochCRRtRKBRERUVRWVlZ92KQnZ3N7t27mTlzJs7OzmzcuBGAjz/+uDObKnMZU1Rp4rbleymoMOHprGHV/aO7vkBRng0/ShlcGfMwhI6Bmpfylnhu13OcKTuDu9adZ8c8C0DO089gyTiLqlcv/J96il++OA4iBA7wov/I3nV1RVEk4a1/I4oCvfv1JyK+Zdtg4/FihAoLCp0KfT/PVtt2fuI7e+NDQ5pblZ02bVqr55KR6a609FxceeWVbKvRONYyceJEDh06xODBgy9lMzuVakt9XgpfvcgPD45uwfTJBodWStux17V43DWn1gBwVd+rKPn0cwCc4uPR9O5N6rdSrorQ2MYO2id2bcdmseAVEIhfeITDfRBFkZLvT4NNRBPoitvEDow+qFAgRkVRUVmJU811qjV/CggIgDvugJAQGDkS9u2D77+Hr77quPbIALJQ0WacnZ05dOgQCQkJODtLCcWuvvpqpk+fzvfff88nn3zC3LlzWbdunRyDXqZDKKu2cONHe0ktrEKnVrL8TyMI8OjiJk82C3w8BYyl4NMfpjzpULXTJafroj29dMVL+Dr7UrJ6NeVrpd8Cnl9Cdp6KnJqcElfc0NjsKeNwIpkpRwGYelfrjnqVu6VJyXmYn0PRSmqFilpNhb3xoSE2m83ucZr7XUbmcqCl5yIvL4+1Nc8zSC+mEydOZPfu3T1GqBBFEYO5fgx4bJCt+bwUIGXQri4BnQf0v7LZYilFKezPk8yY5obMpuzH2wDwvv12LCYbmSdKACmLdkOObJYiRUVdMalNvqGGpAKMKVJ4Wq/5/VC01IeLxdkZ66FDbElIYLazM0ajkeJi6dy9e/eGzMx6IWL+fJg0qePaIlOHLFS0AwEBAbzyyitMnDgRnU7XyHlTRqY9sQlw/5eJpBZW4aJV8e2DY4kKaD1yUqeT8BhUSC/szH0bNI4JQcsOLkNEZELQBCYGT6T68GFyn1sCgOdNC3CZNJmfl0hmT0Omh+ATVJ+xVRRFdq6WJpXYydPp3a9/i+eylZkwnZYmWdexfRxq3/lCRWuMHDmS5557jsWLF6PVajGbzbzwwgty4i+ZHsucOXPs5mu5//zoPZcpoihy/Qe7OJBR4nil2twUcdeD2r6GWhAFXtjzAgDTQ6fj9ccxcsrLUXl74zZ1CqcSC7BZBFw8dfiH188hpXm55J4+CUDMJMc1qNYSI6U/SDmSXCcEoQ3q+OzZDak1fXJ3d8fV1RVcXeHLL2HECElT4dr2PBsybUcWKtqBgIAA3n77bcrKynj77bflKDAyHYLVJvBusoozFaUoFbDizhHdQ6DYvhQO1CSDnPs2hDjm+Pe/E/9jW6ZkFvHwkIexVVaR9fd/gNWK84gR9P7nP0lNKqAk14DWSU38zMa2skc2rSPn1AnUWh2jr72p1fNV/J4JAmhD3ND4NtUy2KOtQsWSJUtYsmQJQ4YMwWQyodVqueaaa3juueccqi8jc7nxS02EHlEUOXxYyjEzceLEzmzSJaXaYmskUMSHeKJVFjZfwWqGE79J2zHzmi2WkJbA4YLDqBQqFsUvouSuvwFSglCFRkNqkhSQov9I/0baiJQ/tgAQODAadx/HEtYJBgsFHx5GNNlQeWhxn9ZBztktkJWVBUCfPjULQl99Be+8Axs2SD4VX355ydvUE2nnbCQXznvvvUd4eDh6vZ74+Pi6jLP2yMnJ4ZZbbmHAgAEolUoeffTRS9bO6upqZs2axTPPPEN1dTUAwcHBlJSUcN111+Hs7Mx33313ydoj0zMoN1p48OskzlRIg/9/FgxhVN9erdTqAqT8DJtqXphHLIRhdzhUbX/ufp7f/TwAd0TfwUDP/mQ+9BCWc+dQengQ+J+lmG1Ktq+SVtRiJ/RB79I4hOz2lZL98Kj5N7YaElEwWqncI610uY4Pcrh7JpMJoC6hl73xoSE6nY4XX3yR5ORkzpw5Q0pKCq+88oqcEOw8ust8IOMYLT0Xr732Gq+99hqvv/4669atw8mpi5tytjMNlTT7n5zGyoUjWo76dHoDmMrAxRdCxtotIogCHx76EID7Bt1Hr9QijEePgkqF1003UV1hJuOoFJAifFC9g7YoihzbtgmA6AlTHe5DyY9nsJWaULpp8Lk7FmVLuTXai+pqVLNmMeaZZ6C6uk6oCAwMlPaXlcHtt8OSJfCnP0nfZTqcLqGpWLVqFY8++ijvvfce48aN48MPP2TWrFkkJycTEtJU4jWZTPj6+vKvf/2L//znP5e0rYIgsGnTprptgKeffprCwkJSU1Pp27evpHqTkWknjBYbt3y8m6NZ5SgQ+ff1g7hmSGBnN6t1dr0L65+StmOuhVmvO1St0lzJ0zufBmBU71Esil9EzpNPY9i7FzQagt5chqpXL7Z9kUJVmRlnDy3Drmyspdjxvy8xVlbgGxLGiLktOzICVO3PA6uAylOHU4zjwtr5QoW98aEhBw8eZPHixSQlJREXF8err75KfHzboqtc7nSn+UDGMVp6LtatW1e3nZWV1WLY5csNURS54YNddd+dtSoUiqamYI1IrFlxj7sBVPZf4dalryO9PB0XjQu3Rt1K3t1SgAy3adNQe3uz9dNkrGYBn2BXevf1qKtXkJFGWV4uKrWaAWOucKgPFduzqK4Jw+1900A0/i4O1btoBAHlpk34ARZBqHPSrtNUPPZYvcR29Ch4e8OOHZembT2YLiFULF26lHvuuYeFCxcCsGzZMtatW8f777/Pyy+/3KR8WFgYb74pZeNdsWLFJW2rTqfjs88+49ChQ3UvEitWrOCzzz5jyJAhHDx4kHvuuYe77rrrkrZL5vLEJojc9skejmZJUUFu7Scwd3BAK7W6APs/hXX/lLb7TYdr3gWlY4rRDw59wLmKc3joPHhlwiuUfvo5ZWukCCZ+ixbhPGoUW786wfFdkmZh4s0D0DnXaylS/tjKkU3Si8r4W+9C5UBma2NNGFmXEb3b5Fx4vlBhb3xoyOOPP87333/PNddcw3fffcf8+fPZvHmzw+frCXSn+UDGMVp6LvbskXyias2fnnzSsSAOlwMNIz5FB7jjpFFhtVqbr1BZACdrTJ+G3ma3SJWlilf2vgJIeSnUh05QfeAAAL6P/hWLycbpg1L46iHTQhqNd0e3bgAgbEg8OufWhYPq5CLK1qYCkh+FPsKz1Trthk6Hteae6i+KlJRIJmS9e9dE//vf/+rLiiLccMOla1sPptOFCrPZzIEDB3jiiSca/T5jxgx27mw9KZajmEymuhcAgPJy6UG2WCx1seYd5YYbbsDT0xNRFLFYLHz44Yds27YNlUqFIAhMnDiR226z/8B3VWqvQVuvRVemu/fJZLHx2HdH2Z9RgkIBL18ThVPekS7fH0V2Iqpf/w8FIETOxHb956BQ2Q0fe/7/KLsym1UnVgHwRPwTqHcfIWfpUgA8br4Zt1tu4dcPj5CWJNkcj7w6jOAYz7r6hvIyNi2XkjsNmj6boJhBrV4vodKCKV1SjWsGerbp+hqNRkBKfldb7/zxoSE2mw29Xo8gCDg7O2O1Wjvl/9lV76HuNh909zHmUtLcc7F48eJG5a699lrmzp17qZvXKZjN9QLE1/cMbzQe2LunlIlfohIFhN6DsXn3tzumvrn/TYqNxQS4BHD3gDvJu/1uAFxnzkQZFMTp/bnYLAKu3jrCh3rXncdcXc3RzZJQETl6fKv3tPlsBSVfJgOgCXXDeVrgJX8OLDfcQKanJ841TtoeHh5otVqpHQ2eb86dQ33qFNYe+py2Nk615/+t04WKwsJCbDYb/v6NbZ79/f3rvPnbg5dfftmuM+T69evthn50hA0bpAfQaDQ2UuFWVlaSkJBwYQ3tZGr7dDnRHft0thI+Pami2CStIt3U14ZTnpS0qCv3J6B0H8MyPkIhmChxDud3l5vgt3Wt1tuwYQNm0cy7Fe9iFIwEqgLR/HKK7I8+RiGKVMZEc3LwIMrf3UT5SWml02OgkWzrEbITpOsi2Kxkrv8Js6EKjZsHVb0CHHoO/XJ0BAsuGJytHNi/pU39rTXVSEtLa2Irbu//VF5eztq1azl37hwTJkwgKiqqU8YKg8Fwyc/pCN11PujKz2RX4/xr1VBYLC4u5sSJE912/mwLogivH1YB0hi/fv16dA1cEZrcU6LI5OMf4w4kq6I5Y+canbOeY2WllL9isjiZvcveoU9yMoJGw+HBgziYkED+bidAjcKrnF9//bWubkXGGSwmIyonZ04VlnC6hf+BvkrFwGPuqAQFRr2NRP8MhF87z2yt1udKoVDU3Ttjn3pKusgKBRYXF9Kuv57CHnBftURz41R7zgedLlTUcn4sZFEU2xQfuTUWL17MokWL6r6Xl5cTHBzMjBkzcHd3PIKOzWZj37597Nmzh/vvvx+9Xo+Li0tdllxRFHFxcel20SssFgsbNmxg+vTpdYm8ujvdsU+iKPLF7rO8sesEABqVgteujWXOoICu3R9RRLn5OZQZH6AQrIgaF1zvS2C2S8vRQ2r7NG3aNB7f9ThFZUWoFWrenPAqqgf+iUUU0YSEMGjFCjzPVLP+N2llbOz1fYmd2NivZNfqr0gtKUKhVHL9E8/gGxreerPNNgrfOoSAGb+JEYSPbZtp2bfffktxcTGDBw8mPj7e7vjQkKlTp6LT6ejTpw9BQUH4+joWXaW9qV2Z76p0l/mgSz+TXYiWnovkZOmZVigU9O3blyVLluDj03o2++5OlcnKo7sl08eo3m7MmyMlu2vunlKkbUOdlIWo1jNgwfMMcPJscsx/7fwXVML0kOn8fdzfyVywABPgddNN9L/tNsoKqln1634USrj6T+Nx9ao3RVv/wZvkAbHjJzNxzpxm2y0YrBS9cwjBZkHpriX4oThCOyprdkvYbNhq7iljUBDZ2dkMHjyYK66o8QWZPbtR8c4ZabsGrY1T7TkfdLpQ4ePjg0qlarIKlZ+f32S16mLQ6XR2bZw1Gk2bJgOz2cyECRMAWLhwIRqNhvHjx/PRRx+RkpJCdHR03e/dkbZej+5Ad+mTTRB58MsDrE/OA2BgbzfevGkoA3o3jvfd5fojivDL3+rDxvaKRHH/NjRaxx32Pj3xKb9n/Y4CBW9MeB2nF9+jKjUVlacnof/9L5XVajauSAGg71BfhkwNbfSSmX3yOPt+kqKuzbjvEfq0kpOilvIduQhlZpSuGtxH9UGpaduQWGtC4+zsjEajsTs+gBRK1l4sfoBnnnmmTedsD7rU/dOA7jYfXGy9nkJzzwU0NX/qCYiiyC3v7a77/u2DY9FqG489je4pUYTfJT8JRcy1aNybviKXmcpYn7EegFujb6V8+XJMKcdBo8F34T1oNBqO/5EOQJ9IL7z86gPKmKsNnN4jaYwGjpvQ7L1sKzNR+P4RhAoLCr0a/z8PQeXRSZHrzGY0EyYwEXinxqcqMDBQfg5boLlxqj2vWaeHlNVqtcTHxzdRy2zYsIGxY+2HS+tMFAoFoaGh+Pr61r3U3HfffXh5ebF//35cXFzqHAxlZByl1GBmwYe76gSKf8zoT8JfxjcRKLocFbmw6rZ6gWLSP+HhfdAGgWK3aTcfHpHCH94fdx9Ry7dRte13APq8+gqihze/fnAEwSriH+7OtLuimwgUq579PxBFgqJiiZnoWChEURCp2luTMGlqCEp929dYaoWK2pVXe+MDwPDhwxkxYgTp6enYbDYGDZJ8PdLT09t8zsuZ7jYfyDhGc88FwLZt25r8ARw6dKgzmnpJMJgbO2g7txaC9eRvkLkPlGqYbF8IW31yNTbRRohbCHEWfwrefQ8A///7PzT+/pQXVXNkWyYAsRMaa3l3f/8/rBYzHn7+BA6Itnt8U2oZOS/vxVZqAiX0umVg5wkUAAoFYmgoZQEBFNU4abfnwoPMhdHpmgqARYsWcfvttzN8+HDGjBnDRx99xNmzZ3nggQcAaSUjKyuLL774oq5OUlISIPkvFBQUkJSUhFarJTra/gPRXjg7O3Pq1CkSEhLqbG8zMzO59dZbWb58OXfeeSdfyklWZBxEFEXe2XyaNzacrPvtlWvjuGnkpU8e1GaMZfDpbCg+I32f9RqMalsW3K+Pf80v1VLyq9nhs7n6gyOU/i4JFP5PPYnrxImsfe8wJbmSzeekWwegaTABZx4/xncvPo1gs+EbGs7VixajcDDKlCmtDFuxEYVOhXP8hU1G50d/sjc+AMyuUcW/9dZbfPqpJIDNnz+fWbNmXdB5L2e603wg4xjNPRcAa9eubfRdFEUmTpzI7t27GTx48KVs5iXh/DCyqx8Y07pp3653pc8R94Jn07mh3FzOf5P/C8DdsXeT98KLYLXiNDwer1tvASBp/VkEm4hfmDsRw+o1HYLNRvLvkhnWuBtvs9sWW5mJwi+O1X33+/NQtIGdHDrf2RnrqVOsXb0a8eRJnJyc8PDwaL2eTIfSJYSKBQsWUFRUxJIlS8jJySE2NpaEhARCQ6XY8zk5OZw9e7ZRnaFDh9ZtHzhwgK+//prQ0NBOWfmrfQgtFgtr1qyR81TIOMSPSVm8ufEUqYVVdb89MWtg9xAo8o7B1wug7ByodHD9Cohq3g7XHp8c+YQ3D0pq68lBk3ksLZqCGhW/71//gvett3J0Wybph6VIT0NnhOATVK+5Sdm+hYR33gDAKyCQG55+CSdXxzU75Rslx0LnQb4XnKypNvrT+b4TzaFQKFixYgXDhw9n3759F3TOy53uPh/ItI2nn36aI0eOYDabUSgUvPfee2zbto2ZM2d2dtM6hPPDyLaqpTi1EdK3S1qKZhZtvkr5imJjMUGuQUw+pSNv61ZQq+n95JMoFAqqSk0k75DyOIye27eR4HBq706qSorRu7oROWqc3eNX7s1FNNpQ99Ljc+8g1J5dJ1ln7RjcREvh6QmRkTTJJCiKII+9HUaXECoAHnroIR566CG7+z777LMmvzVnn9wZ/P3vf8dmszF+/HjS0tJkTYVMi6QXVvHqb8f59Wi93fidY8NYNKM/7voubg9qNcFPj8BhKewraj3c8ROEjHL4EIIosGTXEr47JflAjNKO4v92+VHwpSRQ9Lr/fnwefJDUpAK2/+8UAMNmhjJmXkTdMVJ2bKsTKNx9/bj1paUOxVWvxXS2HHNaOSjAbZLjGbQbIopiXcQnR7MAr169mo8//pgPP/yQfv368b+GsdRl6ujO84FM27jqqquIj49HXZNPZufOnXVO87WC5OVEw1vVIS3FHilENoNvAu+mwScMFgNfJkvvHPdF3E7RI68B4HXzzegHDgRg39o0bFYBvzB3gqK86urarBb++EbS+A2aeiVqrbZpe60CVbuzAXCbHNKlBAqoFyqaOPePHAnr13dCi3o2XUao6C4YjUZuvPFG8vLymDJlChqNps6E4aWXXurk1sl0ZX47msvbm09xLLs+0sLkAb68MD+OQE/HXko7lcLT8MU1UC7Z5eIfJ2kofB1zigbp5e/pHU/z45kfAZgePI0bP86lPPErADxvvgnfv/6F1KQCfv1AChXbJ9KTUXP71tVf/+HbHN0iTRZhQ+KZ+/d/otE6PtGJNpHSNZKw4jTIF3WvC7v21dXVdS+ztUKFvfGhIS4uLixYsACLxYJCoeDFF1/kwQcfxNPTU1bdy1y2tPRc+Pv7s7QmFw3A/v37ef311zujmR3O+aZPrQY0y9gJpzdK26PtC9m/pP5CubkcHycfRq87R2lBAWp/f3z/8ggAxTlVpOys0VJc01hLcWzbZkpzc1BpNIycZz85nOFQAUKVFaWLGuehXSiGktGI6sYbUYeEgI9PfdI7mU5FFiraiM1m4+eff67blpFpDaPFxvO/JPPVnnqTjWEhntw4PLh7mDqZDbD5edgtOf6hUMGEx2DCP0DluGbFaDXyt61/44+sPwB4YtAixn+8n6rEJABcJ02i99NPc3BdBnt+SgMgOMqLq/48GKVSgSgI/Pb+sjr7334jRjPn0f9DpW6bdqd8QzqWXAMKnQrPOX3bVLchVVWS2ZpOp6t7SWptfJg9ezZOTk51q7Jbt27lzJkz3HjjjdwgZ3yVuUxp6bmo9TGq5ccff7xk7brU2Mug3SyiAL8+Lm1HzwP/mCZFbIKNFUelLPL3uF5J6X8ljYXvXx5B5eaGscpCwvuHEWwigf09CY7yrqtrNlaz/evPABh97U12Nb2iIFKxWZq3XMcGolB1emyfemw2xLVrKfi//wMgODi48f7L0B+nOyALFW1Eq9Xy/vvvc+TIEbR2VIUyMg05kVvBg18dILVAegGNDnDntesHERvYTValc4/CBw3sbL3CYe5bED6hTYc5WniUxdsXk16ejgIFzzjdwNBnf6TqhJSPo9c//oHnbX9i/SfHOH0gH6gRKB4ajEqtxFhVScLb/yYtcT8A8Vddw6Q77m1zd8znKqioiYDiOacvKrcLf4ZrEwa5uNRPxq2ND25ubo1MnqZMmcLq1asvuA0yMt2Blp6Lhs8PSM9IT6A10yfFsTWQewQUSpjxvN0y/zv5P7Iqs3DXuDFu9XGMVitO8fF4zJ+PIIj89tERyvKr0TmrmXTbwEZ1d/7vK4yVFbh4ehF/1TV2j288UYy1yIhCq8R1TNty+HQ4Wi25y5ZhKSpCp9M1zfnj5gbnJ7h85hn4/HP4058uXTt7GLJQ0UY0Gg333HMPCQkJcjxkmWZJzi7nzk/3kl8hRQfSqBS8MC+WBSO6gWYCoOAErP275CBYy5Sn4IpF4GB0JZDU/V+mfMmyA8swC2YAPjbcgPvLX2MCFM7OZN5wPd7Tr+PbV/bXRXkaPjuMEVeFoVQpOXv0MD8tfRFTVRUoFEy6fWGzk2BLWHKrKFh+FETQ9fXAefjFhR+srKwEGr8UtTY+vPrqq42+f/DBBxfVBhmZ7oA8b0o09Kdo0fRJFFDtlIJYMPohuxGfCqsLeTvxbQAeq7wC466fQaEg4NlnUCiVHPg1nawTpQDMvD8OT7/6qFvZJ1M4kCBphCbdsRCNzn6giYot5wBwHuaP0rmL/d80GnLGjIFffsHf3x/l+fPS8OH26w0caP93mXZBFipkZNqR9cdyeWfLaQ5nltX9plIq2LRoEiG9nFuo2UUwlkPCY3D4m/rfekXC/A8gqJlBuhmOFR3jpl9uqvse7TmQZ1Oi4LOvAdAEBtLn449J2pDMt68cBBHUWiVX3htLWJwPVrOZtW++wck9O6TyOj1X/+0Jwoe2rR0AtgozhZ8fQzRa0fR2xvvmgRedodmepqI1FixYUOeHUVxcjKenJyqVClEUm40G9dZbb/HXv/6VmJgYjh49elFtlpGR6RzO96doiZjsVSgKpGSfjPur3TKP//44FeYKQrQBRK/Ygw3w/tOf0EVGUphZwYFf0wFpgSZoQL1ztsVs4udlr4IoEhI3hAFj7WudjadLMJ+tAKUCt0nBdst0Nvn5klbbz8+v6c6YpuZiAIxyPKiITNuRhYo2IggCx44d4+zZswiC0NnNkekCCILIsk2n2Hw8j6NZjdPdv3HDYOYPDUSpvLgX2A7HZoENT9f7TdRy09cw8Ko2HcpoNfJW4lt8nfJ13W9Xu4zmzqUnseVJL8Ue8+fj+rd/sv7rkxQdl5ycvfu4cPUjQ3D10pGfnsqv7y6l8Gw6AOFDhzPzob/h7N52szHBYKFw+VFsJSaUblp63RV7UWZPtdQKFQ3j7rc2Puzdu7duOzMzkxdffJH333+/xfOsWCHZTB87dow9e/YwSp4UZboZ8rzpuD+FInUL/fJ/lb7M+Q+4Nn1h/u7kd+zL3YcCBa8UTcKW919UPj74PvIw1ZVmfv3wKFazgH+4OyPmNI4Yte2LT6gsKsTJ3YOrHvmH3cUV0SZStlbya3OJ9+9yEZ8AEAQyasxn+wTYMc167LF61dCxY1KI2Z07L137eiiyUNFGqqur62Ki33777XVJr2R6HifzKvhwWyrfHcxs9Pu0KD8Wju/L6L69OqllbaD0LBz8L/z+WuPf5/wH4u9yIDxJPYIo8O3Jb3l+d739b7x/PM9WTMH0+nvYyiTtjdeDD5PiPYXkp+tfsIOjvJj90CDUGhUbPn6Hwxt/q9s3beFDDJ4++4K6Z0oro+i/yQgGKyjA545o1O2UBbaiogKgUV6atowPgYGBJCYmtniO/fv3c+jQIa666irWrl3L8uXLZaFCptshz5uNadafojIf1fcLARAG3YRy+N1NiqSWpvLaPmm8/otqOpoV3yEC3rfdhsLJmYR/H6C8QPKjmHV/XKMFrfRDBzm0QRJYZtz/F5w9PO22z3AoH0tOFQq9GvfpXTOsr7msjLzSUlAoCLWXSfv8cN2XcSCMzz77jLvuuqvRbz4+PsTExPCPf/yDK6+88pK1RRYqLgAfHx/MZnNnN0PmEpNfYWR/egmbj+ez9UQBhZWmRvunRfnxxKyB9PPrBo6G5irY8Azs+7jx78P+BDNfAW3bTLW+Of4NL+55sdFv/4z+K2Pf24lh18sAqH190b30AZs3lVOSIoU4VGmUuA+oYtb94zFXV/L9K69y9uhhqbxOx81LXscv7MIiNFVsy6RsXToI0mqVz12xaIPb739TXi6tOrq7uzf6vaXxYezYsYiiiEKhwGAwcPPNN7d4juXLlwPwyiuvUFJSwjfffMOyZcuaZCWWkenq9PR50yF/inX/RGEso1rjhXrqEs73Xis1HytQhgAAPGVJREFUlvLQpocwWA1cYQ1n/Lt/IBgMOA0bRq+772LvL2nkppajUCq4+pEhuDTQMOSlneGH15YAEDV+Mv2G21+cEIxWyn9LB8B1TAAq964ZkOZkaiooFDgZDLjbSzhco8UAICsLUlIuXeM6iU8//ZSBAwciiiK5ubm88847XH311axZs6apz0kHIQsVbcTFxYXs7GwSEhLaZEst0z3JrzDyzubTbD1RwNliQ5P9Q4I9GRPRi4VXhNPLtRusvpWkQ9JK2PcJGArrf5/6NIy4F/TuzVa1x6GCQ3xw6IO6MLEAg3rFsaz6GkoXvYuhoED68YqZZI5fSPJX9Qn/xsyPIHpCb37639ckvPUamceOYKySnJ8HjJ3AVX957IL8HmxVFsp+ScWQKNnbqnrp8XtgcLuYPDWkVqhoGK2mtfFhZxvU79XV1axcuZIRI0YQGxvL3XffzcKFC1m9ejV/kqOXyHQjevq8KQgic97+o+VCSSvhiBQJ7mDo/Yx09m6022wz8+jWR8mqzCLQ5sFfVxQhlJeji4wk+MMPyMus5uC6DADGXhuBf3j9WG4xGVn71uvYrFZ8w/oy7Z4H7TZBFEQKPjyMrdyM0lWD2/jAi+h1x3H06FG+++UXAJyDg8HePVUbFEMU4ehReN5+BK3LidjYWIY3cFCfOXMmXl5erFq1qtUFrPZCFipkZM6j0mRlU0oeK3akc+hcaZP9M6L9uXF4MKP6euPW1TNgA5zdA/tXNHa+BnDtDVOfgqG3tfmQyUXJPLjxQYqNxXW/zQidwYO9r0fx6BIK058FoDBiAmf630hVtQJ25QHQu687Y6+LRKMtZcuKdzlXk3cCwNnDkytuvoO4yTPa3CbRKlC2PoPK3+vN0ZyH++M5NwKltoV48BeAKIoUF0t99/b2bqX0hfHtt99SVlbGPffcA0hO3o8++ijLly+XhQoZmW6CIIhMXbqNtML6sOJN/CkKT8GPf5bKx1xLoTa60W5RFPnrlr9yIO8A/kYdS3/zQiw6jToggOCPPyIvz8YPSxMRBZHgaG8GT613rLZZrfzw2hJKsjPRu7hy/T+XoHWyr+msPlyAJacKVAp63RbV9SI+AcePH+fbb78FICAgoGko2VpqfNHquO46mD+/g1vXtdDr9Wi12ksacU0WKmR6PPkVRnadKeLHpGyKqsx2BYlJA3z55+wo+vt3A9Mmqwl2vAUFKXBqA5jKm5YZfLPkN6FxPJu00Wpk67mtPL/7ecrN9ccMcwvlRddb6fXTPsoT7saidiYnaCqn+10rFaiWPpRKBbMeiEPvXMwf3/ybjMP1/gRefYKImTCF+KvmoW5j/hfjmVKq9uRQfbiw0e+97ojGKbpj/Fqqq6vrTDk6KhP28uXLcXJy4qabpAharq6u3HDDDXz66aecOnWKyMjIDjmvjIxM+yCKkoaiVqAI93Hhl0euaKyBrciFHx4E0QbBo7DNfQ9+W1+322Ax8Pzu5/kj6w9cDSJLVzuhyD4NajWBr7+GWe/F2lf3IAoi/uHuzLgnpu74xqpKflkmmZQqlEpm/vlvzfpRGE8UU/LdKQDcrghEF9b1cillZGTUCRQDBgxg3rx5rF+/3n7hAwfqt7Oy4MyZS9DCzsVms2G1WhFFkby8PF5//XWqqqq46aabsFqtl6QNslDRRoxGI3fddRfZ2dlMmTKlR8fc7o5YbQLHcytIOlfK7tQifjmcY7ech5OG2XEBLBgRzJBgz0vbyAul8BRseQmOrWm6T62XojhNfQa8HHe8K6wuZM2pNXyV8hXlpnKsojQwuVSLzDcM5OqKCPT7kzGdWkKpQk162BzSw2Y1OoZfmDvjF0RSkpXIti+eofBcRt2+3v36I/gEcNPDjzr8LImCiLWomsrtWVQnFyFUWup3KsElvjee8/uh6MCIW0VFRYD0ot8wmVd7jQ+nT5/m999/57rrrkMURUpLSwG4/vrr+fTTT1mxYgUvv/zyRfdDRuZS0JPmTVEUqbZIWcMN5vqIT+E+LmxaNLFxJMDjCfBNA7OUq98EZf1rWYGhgOt/vp5iYzEKUeStTcFostNR+/sT9M7bqAdE8+0r+zFXW3H10nH1X4agc1JjMRrZ++NqDm34leqKcpQqFTP/vIiIePt+FNXJRRR9kQyAJsgVt6ldL5/S/v37+aXG5CksLIwb5s5FeffdDMvOhilT4Px7qsYfDYUCvLxg1apL3OJLz+jRoxt91+l0vPPOO8yYMYOEhIRL0gZZqGgjNpuNb775pm5bpmtRYbRwrriaAxnFJGeXsfe4irdO70ChUFBqsDRxrm7ItCg//N313Dk2jH5+rhedx6BDKcuEnMOQfwxOroNMOzkOYuZD/1kQOhY8W48zLogC6WXpnCk7Q0pRCh8f+RiVTSQ2Q+SG4yLDT4nY1EpcBA26ShNwjErnYg5HzKNi7D2YtfU2vE5uGsJi3XD1zCD3zG6+euLZRueS7Hofwjc8wqHBzlZlofpwAVV7crHkVtkt43V9JE5xPih1HT+sZWRIgtH58dHba3xYsWIFoijy7bff1q3MNeTzzz/nhRdeQKVqX7MuGZmOoKfMm6Iocv0HuziQUdJk3y+PXFEvUFTmw4cToKJmUUuthxs+A78osEiLJOvS1/Hcnucw2oxoLSJvbQvH9ehpFFotQe++i8kvnB9e2U9xdhVaJzVzHh6MUmnlt/fe4di2jXXndXL34Kq/PEZo3JAmbbKVmSjffJaqPZKvm6a3M373D0LRTLjbzsBms7Fx40Z27ZJyfCgUCm688UbUogjffEMwYLF3T733XtPfLnO++OILoqKiACgsLOT777/nz3/+M2azmbCwsEvShi4jVLz33nu8/vrr5OTkEBMTw7Jlyxg/fnyz5bdt28aiRYs4duwYffr04fHHH+eBBx7o8HZqtVr+/e9/k5yc3GiFUqZjsAkiBrOVUoMFk9WGySpwOr+SKpONlJxy9BolBRUmtp0swFmrJqu0+rwjKKCi6UvosBBPhoZ4McDfjSEhnl3TrMlcJanG845C0RlUBSeZdGoHmsQ7mq/j5CVpIwbfDBr7WVItNgupZakk5idytPAoNtHGzuydqHKLGJQmCRF9S0T+V+9TjQjYVDqqlb4UuoVQHBpNYa9YRGX96pAoigjWs/iHFpF9fDuJZ5sO9H5hEVz9tyfw7C3FFbdYLE3K2KosWAsMmLMqMaeVYc6qxFbSVBhU+zuj9tbjOrYP+kivJvs7ClEUSamJJNKvX79G+9pjfLDZbHz++edERETwySefNNn/yy+/8MYbb/Drr78yZ86cCzpHV6e7zAcyjnG5zpsNtRIgaSbsCRTDQ71w1qrAUAy/PQHJP4LVKO0MGgm3rIIax+z08nS+qPyCkztPorKJzDvhyi0/lgGnAfBc/AxbtttIO7S77vjT74qmouAEXzy2BKHBC/aw2dcw/pY7UZ+3im/KKKdqVzaGpIK635zifPC+cQAKzaWJEuQIR48e5ZdffsFolK5VaGgoc+fOlaLfWSzYau6pgfbuqZEjJSft2sVBUYR9++DBB6GV3EDdlaioqCaO2hkZGSxevJiPP/64hZrtR5cQKlatWsWjjz7Ke++9x7hx4/jwww+ZNWsWycnJhIQ0VcOlpaUxe/Zs7r33Xr788kt27NjBQw89hK+vL9ddd12HtlWj0fCXv/yFhISEy1qF2xGIokiJwUJxlZnCShN55UaOZJbhqldTUGEir9yETqMkvbCK47kVCKLYKAxfa5QYpBdUrVqJ2Srg4aSmt9bM5MER9PVzI8TbmWBvZwLc9Z2bjE4UwVgmaRtsJinxXEWuNPjlHIKT6yHvSJNqSqCRlavWrUYLEQIBg2DgHEQnL4qNxeSVp5JTmUN6eTqVlkrOlp8luSiZzMpM3AwivcohsEjk5m0C5U5wey5Y1U4YnP2p1vtS4tWffX36ICpUVLo11nKIogiiCVHIR7AUIVpz0OjyMFVIPg2Zxxq3W+/mzvCr5hE7eTouno1f/gWDFc8iDcWfHMNWbEKoaDnkpOvYPuj6eaLv74VCfeknv4qKClavXk1WVhYg2fU2pD3Gh19//ZXs7GxeffVVJk2a1GR/bGws77zzDsuXL78shYruNB/IOEZXmjfPFwQu/Dhwwwe76sybzmf/k9MkQQJwKkpGsXaRFDCjFoVKSi46YCYGi4E9Z7ew5vQatp7bSt8ckae2CERngspWhgiUekaSdcW95G9zAaSxVqVVMniSld/eW0RVSX3QjJiJ05i28KFG/mmWfANVB/IwnSyRnLEb4HlNBK5j+lz0NWkPSktL2blzJ3l5eXUaYYCJEycyadKkegsCjQbhL38hNSGBgfbuqQaJRgGoPdZlKlA0x6BBg1i3bh3Z2dmX5HxdQqhYunQp99xzDwsXSklfli1bxrp163j//fft2g1/8MEHhISEsGzZMkCSzvbv38+///1veRJpZ6w2gdJqCxVGK1abgMUmYrYJlBrMKBQKzFaBlJxyzFYBpQIsgohNEEnJKaeXi5Z96SWUV1uoMLWPk5C/uw6VQkF2mZHRfb3RqlWMDPPCz02Pk1bF2IhedaFdLRYLCQkJzJ4e2T4Tmc0K1mowVUrOzxW5knOd1Qzmmt+sphqB4ZykNbCa4exOKE4DFDVCRMsvziJgAaqVSqqUCoxO3hRbyrGGjiex0oIYEoLOOxKLTcG5nFNUpZ3BtGsH6up38a7S41eqQlRqQeGCh0FHhMGVYLWVsQTjZgzDqnbGqHOn0tmfkwPdMGqdSY+0gmhBFI1Sn7AhCvmAEqFiDyjUCJazgP3/Y22X1AotETEjCAqLJnxQPFqVHluVBaHSgnlTISZbPtYSE7aiaoRqK6JFIAI3LFQ0OaZCo0QT6IouwhN9pCfaYDcUqs5ZRSstLeWPP/7g4MGDdRmB586dS69e7e8Ivnz5crRabZNkRrX4+Pgwf/58vv32W/Ly8vC3l/ipG9Pd5gNRBIPZikbswuaSXQCLxYrJ1rnXqjVBoJ3OwrQg6HV8JYrd70LhyUZ7y5QK8sPGkjvuYU4YMknb/k9Obf2JkHyR8SdFHswQsWhcqXQNJN/Hkwq3EAqCx2IStSBF3EYQiunTt4D0xLXsbOAqoHdz5/ZXluHm6YM5u5LqjAIMB/OaCBEAKm89ujB3vK6N7JQFGlEUKSwspKCggPT0dPLz80lPT29SLjAwkIkTJ9K/f/+2neD77+HXX+vMyfjtN5g5E+bNg2uuuej2dxeSkpKAjgsocj6dLlSYzWYOHDjAE0880ej3GTNmNBvTfdeuXcyY0Tjk5JVXXsny5cuxWCwduhIiCAIHkk/z/YkqTmpPoVKrQRSpXVAXRRCpX2EXocG2CI1+b75cwxV60c7xT+RWEOzlDAqpslBTRhDrjysiIgg1n2JNXVGksMpMmcGMv7seUQSbKGK1CRSXqPgwfRdnCqowWYW680cr0pmmPIhKUfub1BpF3Sfoa7Z1NZ9javYPqNkv3Wliozqezho8ndQYzTb83HUgipJPlbMGJ40KvVqJTq3AWatGpZAShtVfmJoOVeRCrg3KvEEU4LQAooDRrCY5qy+upUYOJJ9CgVRXFAHBBjYzoijUXBQBDMWIWlcEUeSUSoEBhfR/aPA/kD4VqKwKXEqUKITaibH+06gKRm2zoaAPIgrABbPialRibTkFIv/f3r3HRVHufwD/zF5BWG4SN7mIogaBKKiJegRUvBzRSjMrj5cy/amJF7Q8WnlJj5iVJpmW5q3Xq5PnkpadoyZpSCaigRgKB01ANLkoCsv9svv8/kCmXXZhd9kFdvH7fr1W2WeemX2+z87OzDPzPDMcRPUCKIRA4/UHDoyzAuPswKrToeDqH12yFUIh7AaBoqox3ozGnQknkKBWcAcAgzOTwEPwJHp2i4JIIAQnAODEAawaHESAHQegFlIIHtU9gxRKSMHBAdVoujVT49kfDvZiZ1Qp5AADOM4BAAcOA8FxHDgEgwMHR6krqhoad8pWVrawhQOUnBIC9mjHVAngGlB+LRf6qJUoYP+kCwQiIaz6OULa2wFC247rIlFWVoYrV66gvr6+sQuXUsm/srOzIRKJ+IHZQOPG+fnnn4eXl+Y4FaVSiby8PBQVFfGND0MdPXpUZ56vvvoKX331VZuWb84sbX/AGMOOa0Isu3BGd2YCQIQ3L1pOXU0UXEA/QT6EUEIIBgGUEELJ/+/AVaCXtAxP9vIFV1EAwf1sFClq8F29DfaeEMDlhgg1Chc0MA41EEBaJkJDtzBYpbtA8d0FdGNiBDNnBAnmQ8kJUenqiLPejmhANZR1/wNDA8AUYOWnoGwoAFgFmva/JVed8JTDcAgFYlhZ26KX1wAIG4SQb78OuSK7xZisg5+A/VgfiLrrf+c/fV29ehXFxcWPjkEat6WqfxcXF0Mul4PjOLVtqjbe3t4YNWpUy2MBlEogLw/WRUWNfze3cyewfTsgenSYm5kJrFwJdLGTMKquXr3K3+WppKQER44cQUJCAp555pkOO/nU6Y2K+/fvQ6FQaATs6uqKwsJCrfMUFhZqzd/Q0ID79+/D3d1dY57a2lrU1v7RL7vpwVX19fVa+3W3pLKyEhPf+BiykIlIPKvfQVN7uZSn2XfTEHklzR/mxgGVmmeMPxB/hgDBLY10o9U9egH8bUdNJaNiGi5WDG580/q26w/NTuZw+KO50FxVK78chbC3Rlrz8/sKLcfMDbUZaFA26zvUAGhcqFcWqb3t6xgOf4eglgvUDrqJ1B+Sxzcomog4oIFB7GULTirk73fOGIOouxU4qRBiL1swBzFO//wjoqKG8Ad/SgBKA36Txjp9+jR+/fVXnfns7e0RGRkJf39/CAQCrduNyspK/ozac889BwcHB1MX1yQM2eZ1JEvbH8irapFbTlcoLI2/mwxfvTa45SdbA+DKbsNuz8u6F9YA4Hom/3aXsxOOymzxxhkF+t1Q7797u8efcMNrGjQfo9pskRUnoKzPaTXPENc/w1n8x8PpWFE9GqC57gqdrCD2tIFNuCdELo0NCQbTbwNKS0u13lRCH/369YNUKoWHhwf69u2r9kDRFstZWQlx374YC6DqueeAZttawZgxUD4atAwAgshIKJuudpjp9q+tmm5+oHp1297eHj179sT777+PuXPnIikpqcW6NOW60OmNiibN77TDGGv17jva8mtLbxIXF4cNGzZopJ86dapx0I+eampqoHxwG/VFv8Hduxf8HZoKpH4AyvH/aKZz0G+e1pfH8KCWg5s14zeMHBpPcHMqf7eUXq8EhBzQTdSYJuAevVTmc5QyyMSAsPAp1D24j4c2vVEpUb/bTVNmpllalWsSqvlUa6TZd8hpHsarLbeFzxIrKqHkxKgVyQCu8UqA/IE37Ll7qKqWwdnxLtij+BnHgQOg5ERQco1XCcBxjz4bKEUd8tk9FKMUPThncODU5gUEcC6qxBMFFRA1KFDmZK1aFIAB9QIZJOwhOO7R1QGOgxJKiDiRyvfAQVxdgwaZLSAQAAIBarhSVCq6o67uIWztPRvn5wSNXX5EAnCP8tXXVUNs5whOKAQnFkCpcEBpXRmsmBXuSUoe1RMDUyohEIsbl89x4ITCxmkCrvF3IhCCEzTGp7oySmoFqLFWNKZzj67WcFD5n0GoEKBOqoBSADCOQSFkaBAz1IuVYALVr/GPfr682kcvlfZTQkKCZr4O8uDBA1hbW4MxBplM1nhV5tH60PS/g4MDrK2tcevWLbV+vs3V1NRAKm3sfnfmzBlYWWkfLN/Zqqp0HdZ0LkvZH9QqgKbd6KZBDZCYzxhXs1JbU4P58+cDAPbs2QNpJ/8uJIKHOHu6hecbPGJV9wD+TiPg/eAcbj4xFgwCMO7RC3/8z6HxLHml1BXVku4QIB8eyhu46yXHwwd1qLGWoMDbDhCK0E0oRzcUQ2pVB4EEYBIxOAnAHG0BkQDgAKGUofJud5Tn3ofQyhpWzq6N234AnEAIa1d3SBycUFdkj9p7CtRaKVFl0wAlBwiVHKqtG1Bu34A6qVJ9d/rLjfaqTgCNVxmdnJzw4MED/oF0zbejHMdBoVBAIpHA2toa3bp1U7uDXVFREYqKijQXroWwpgbjVba1iubrVEAAoHpnwbAw9fddiLOzM7755psWpyclJQFoeT9ryv1BpzcqnJ2dIRQKNc5CFRcXt3i5xs3NTWt+kUjUYh/n1atXIzY2ln8vl8vh5eWFsWPHws7OTus8LZk0aRISEhIQFTW60wedmUp9ff2jmKK0xPRnAIDTo5cleBKqMb3cJb6n1r+jRvo/gcI86BOTpflj+2C+MTWdmTc3lrY/aHwA4g8YNWoU7LpJzfs21J1s6rPm/7vQ9BfUAzDkqQ38kyBe1D5dVwO5cZuowPTlb1hQPXWOOgvY1poDXftZU+4POr1RIZFIEBoaioSEBDyn8gj1pn5g2oSFheG7775TSzt16hQGDRrU4oollUr5M4iqxGJxm1dGY+Y1VxST+etq8QAUU0cz13JZ4v5AKgTsbazMtk7NjTn/LswJ1ZP+qK7001I9mbLuzOJibWxsLD7//HPs378fWVlZWL58OfLz8/n7jK9evRqzZv1xb/4FCxbg1q1biI2NRVZWFvbv3499+/Zh5cqVnRUCIYQQE6D9ASGEWKZOv1IBANOnT0dJSQneffddFBQUIDAwEMePH4ePT2NnjoKCAuTn5/P5fX19cfz4cSxfvhyffPIJPDw8EB8f3yG3D6ytrcWiRYtw+/ZtjB7ddbo/EUKMR9sH41nS/oDoh34XxORqayFctAjBt28Do0cDtE6ZBbNoVADAokWLsGjRIq3TDh48qJEWHh6OtLS0di6VpoaGBuzfv5//mxBCmtD2wTQsZX9A9EO/C2JyDQ0Q7N+PngDqaZ0yG2bTqLAUYrEYGzZswPXr1+lsCyFEDW0fCNFEvwticmIxFI/WKT9ap8wGNSoMJJFIsHr1ahw/fhwSScc9oIsQYv5o+0CIJvpdEJOTSKBcvRrXjx+HH61TZsMsBmoTQgghhBBCLBc1KgzEGMO9e/dQVlbGP2CJEEIA2j4Qog39LojJMQbcuwdJWVnj38QsUPcnA1VVVaFHjx4AgMmTJ9OlXEIIj7YPhGii3wUxuaoqiHv0wAQA9ZMnA7ROmYXHtlHRdLbE0CcJVlZW8n/L5XIIBF3jYk99fT2qqqogl8u7zEC6rhZTV4sH6HoxWcr2oWm7R2eNG7V1f9DV1t/2Yim/C3NA65SeVNaperkcYlqnWqRrnTLl/oBjj+le5c6dO/Dy8ursYhBCSKe5ffs2PD09O7sYnY72B4SQx50p9gePbaNCqVTi7t27kMlk4DjOoHnlcjm8vLxw+/Zt2NnZtVMJOxbFZP66WjwAxdRZGGMoLy+Hh4cHnTWG5v5g8ODBuHTpEj+9pfft/V03/1xTzdNanpamaUvXlab6d3vWVXvVk658xtQVrVO0ThkyrT3XKVPuDx7b7k8CgcDoFpmdnZ3ZHjS0FcVk/rpaPADF1Bns7e07uwhmo/n+QCgUqn13ut6313fd/HNMNU9reVqapi1dV5q26e1RV+1VT7ryGVNXtE7ROmXItPZep0y1P6BTVIQQQoiK119/3aD3HVUOU83TWp6WpmlL15Vm6fWkK58xdUXrFK1Thkwz53VK1WPb/ckYcrkc9vb2KCsrM+szkYagmMxfV4sHoJiIZaPvWn9UV/qhetIf1ZV+OrKe6EpFG0ilUqxbtw5SqbSzi2IyFJP562rxABQTsWz0XeuP6ko/VE/6o7rST0fWE12pIIQQQgghhBiFrlQQQgghhBBCjEKNCkIIIYQQQohRqFFBCCGEEEIIMQo1KgghhBBCCCFGoUaFgXbt2gVfX19YWVkhNDQUP/30U2cXiZeUlIRJkybBw8MDHMfhm2++UZvOGMP69evh4eEBa2trRERE4Nq1a2p5amtrERMTA2dnZ9jY2GDy5Mm4c+eOWp6HDx9i5syZsLe3h729PWbOnInS0lKTxxMXF4fBgwdDJpPBxcUFzz77LLKzsy06pt27d6N///78Q2jCwsJw4sQJi42nubi4OHAch2XLlllsTOvXrwfHcWovNzc3i42HmIfs7GwMGDCAf1lbW2tso0mj3NxcREZGIiAgAEFBQaisrOzsIpktkUjEr1OvvfZaZxfHrFVVVcHHxwcrV67s7KKYrfLycgwePBgDBgxAUFAQ9u7da9gCGNHb4cOHmVgsZnv37mWZmZls6dKlzMbGht26dauzi8YYY+z48ePsrbfeYl9//TUDwI4ePao2fcuWLUwmk7Gvv/6aZWRksOnTpzN3d3cml8v5PAsWLGA9evRgCQkJLC0tjUVGRrLg4GDW0NDA5xk/fjwLDAxk58+fZ+fPn2eBgYEsOjra5PGMGzeOHThwgF29epWlp6eziRMnMm9vb1ZRUWGxMR07doz997//ZdnZ2Sw7O5utWbOGicVidvXqVYuMR9XFixdZz549Wf/+/dnSpUv5dEuLad26deypp55iBQUF/Ku4uNhi4yHmp7y8nHXv3l1tW0b+MHLkSJaUlMQYY6ykpITV19d3conMV/fu3Tu7CBZjzZo1bNq0aWzFihWdXRSz1dDQwCorKxljjFVWVjJfX192//59veenRoUBhgwZwhYsWKCW9uSTT7K//vWvnVSiljVvVCiVSubm5sa2bNnCp9XU1DB7e3v26aefMsYYKy0tZWKxmB0+fJjP8/vvvzOBQMBOnjzJGGMsMzOTAWAXLlzg8yQnJzMA7H//+1+7xlRcXMwAsLNnz3aZmBhjzNHRkX3++ecWHU95eTnr06cPS0hIYOHh4XyjwhJjWrduHQsODtY6zRLjIebnyy+/ZC+88EJnF8MsXb16lY0ePbqzi2ExqFGhn+vXr7MpU6awAwcOUKNCTyUlJczb25vdu3dP73mo+5Oe6urqkJqairFjx6qljx07FufPn++kUukvNzcXhYWFauWXSqUIDw/ny5+amor6+nq1PB4eHggMDOTzJCcnw97eHk8//TSfZ+jQobC3t2/3eigrKwMAODk5dYmYFAoFDh8+jMrKSoSFhVl0PK+//jomTpyIMWPGqKVbakw3btyAh4cHfH198eKLLyInJ8ei4yG66eo+Cpiu++s///lPTJ8+3cgSd472rqcbN27A1tYWkydPRkhICDZv3mzC0nesjlin5HI5QkNDMWLECJw9e9ZEJe9YHVFPK1euRFxcnIlK3Hk6oq5KS0sRHBwMT09PvPnmm3B2dtZ7XpFBn/QYu3//PhQKBVxdXdXSXV1dUVhY2Eml0l9TGbWV/9atW3weiUQCR0dHjTxN8xcWFsLFxUVj+S4uLu1aD4wxxMbGYsSIEQgMDOTL0lS+5uU155gyMjIQFhaGmpoa2Nra4ujRowgICOAPJi0tnsOHDyMtLQ2XLl3SmGaJ39HTTz+NL774An379kVRURE2bdqEYcOG4dq1axYZD9FPZWUlgoOD8corr2Dq1Kka0//xj39g2bJl2LVrF4YPH47PPvsMEyZMQGZmJry9vQEAoaGhqK2t1Zj31KlT8PDwANB4EPjzzz/j8OHD7RtQO2nveqqvr8dPP/2E9PR0uLi4YPz48Rg8eDCioqLaPTZT64h1Ki8vDx4eHrh69SomTpyIjIwM2NnZtXtsptTe9XTp0iX07dsXffv2tfiTNh2xTjk4OODKlSsoKirClClT8Pzzz2vs81pCjQoDcRyn9p4xppFmztpS/uZ5tOVv73pYvHgxfv31V5w7d05jmqXF1K9fP6Snp6O0tBRff/01Zs+erXaGyZLiuX37NpYuXYpTp07BysqqxXyWFNOECRP4v4OCghAWFobevXvj0KFDGDp0qNaymHM8RD8TJkxQ++6b27ZtG+bOncsPhv3oo4/w/fffY/fu3fwZ0NTUVJ2f8+2332LcuHGt/l7MWXvXk6enJwYPHgwvLy8AwJ///Gekp6dbZKOiI9appsZqYGAgAgICcP36dQwaNMhEEXSM9q6nCxcu4PDhw/jXv/6FiooK1NfXw87ODmvXrjVtIB2go7ZTQOOJsP79+yMpKQnTpk3Tax7q/qQnZ2dnCIVCjbOIxcXFerfgOlPT3WtaK7+bmxvq6urw8OHDVvMUFRVpLP/evXvtVg8xMTE4duwYfvzxR3h6evLplhqTRCKBn58fBg0ahLi4OAQHB2PHjh0WGU9qaiqKi4sRGhoKkUgEkUiEs2fPIj4+HiKRiP88S4qpORsbGwQFBeHGjRsW+R0R45my+6sld33SxRT1NHjwYBQVFeHhw4dQKpVISkqCv79/exS3U5mirh4+fMifcb5z5w4yMzPRq1cvk5e1M5minuLi4nD79m3k5eXhgw8+wLx58yyyQaGLKeqqqKgIcrkcQONV1aSkJPTr10/vMlCjQk8SiQShoaFISEhQS09ISMCwYcM6qVT68/X1hZubm1r56+rqcPbsWb78oaGhEIvFankKCgpw9epVPk9YWBjKyspw8eJFPk9KSgrKyspMXg+MMSxevBhHjhzBmTNn4Ovra/ExacMYQ21trUXGM3r0aGRkZCA9PZ1/DRo0CDNmzEB6ejp69eplcTE1V1tbi6ysLLi7u1vkd0SMZ6rur03f+bhx40xdRLNginoSiUTYvHkzRo4cif79+6NPnz6Ijo5uj+J2KlPUVVZWFgYNGoTg4GBER0djx44d/JjDrsLSu553JFPU1Z07dzBy5EgEBwdjxIgRWLx4Mfr3769/IUw1Svxx0HRL2X379rHMzEy2bNkyZmNjw/Ly8jq7aIyxxjvwXL58mV2+fJkBYNu2bWOXL1/mb3m7ZcsWZm9vz44cOcIyMjLYSy+9pPVWmJ6enuyHH35gaWlpbNSoUVpvhdm/f3+WnJzMkpOTWVBQULvcCnPhwoXM3t6eJSYmqt3es6qqis9jaTGtXr2aJSUlsdzcXPbrr7+yNWvWMIFAwE6dOmWR8WijevcnS4xpxYoVLDExkeXk5LALFy6w6OhoJpPJ+N+5pcVDDIdmd8/7/fffGQB2/vx5tXybNm1i/fr16+DSmQ+qJ/1RXemH6kl/5lhX1Kgw0CeffMJ8fHyYRCJhISEh/O1NzcGPP/7IAGi8Zs+ezRhrvB3munXrmJubG5NKpWzkyJEsIyNDbRnV1dVs8eLFzMnJiVlbW7Po6GiWn5+vlqekpITNmDGDyWQyJpPJ2IwZM9jDhw9NHo+2WACwAwcO8HksLaZXX32VX3+eeOIJNnr0aL5BYYnxaNO8UWFpMTU9d0IsFjMPDw82ZcoUdu3aNYuNhxiu+c66traWCYVCduTIEbV8S5YsYSNHjuzg0pkPqif9UV3ph+pJf+ZYV9SoIIQQQlQ031kz1vicooULF6ql+fv7m+VzijoK1ZP+qK70Q/WkP3OsK7r7EyGEkMdeRUUFfvvtN/59bm4u0tPT4eTkBG9vb8TGxmLmzJkYNGgQwsLCsGfPHuTn52PBggWdWOqOR/WkP6or/VA96c/s66pDmi6EEEKIGdPVfZQx8+7+2lGonvRHdaUfqif9mXtdcYwx1jHNF0IIIYQQQkhXRLeUJYQQQgghhBiFGhWEEEIIIYQQo1CjghBCCCGEEGIUalQQQgghhBBCjEKNCkIIIYQQQohRqFFBCCGEEEIIMQo1KgixMBEREVi2bFlnF6NDdEasERER4DgOHMchPT3dqGXNmTOHX9Y333xjkvIRQggh5ogaFV1MUlISJk2aBA8PD7M8kFE9yFJ9qT4hsitq68GxtvmOHDmCjRs3mqZgrVD9rsRiMVxdXREVFYX9+/dDqVSa/PPMqbE0b948FBQUIDAw0Kjl7NixAwUFBSYqFSGEEGK+qFFhhu7evYuGhoY2zVtZWYng4GDs3LnTxKUynfHjx6OgoEDt5evrqzVvXV1dB5fO/Dk5OUEmk3XIZzV9V3l5eThx4gQiIyOxdOlSREdHt3kdtQTdunWDm5sbRCKRUcuxt7eHm5ubiUpFCCGEmC9qVJihvXv3wtPTEytWrEBGRoZB806YMAGbNm3ClClT9J7n3LlzEIvFqK2t5dNyc3PBcRxu3boFAMjLywPHcThy5AhGjhwJa2trhIaGIi8vD4mJiRgyZAi6deuGyMhIPHjwoNXPk0qlcHNzU3sJhUIAjWerFy9ejNjYWDg7OyMqKgonT57EiBEj4ODggO7duyM6Oho3b95UW2Z5eTlmzJgBGxsbuLu7Y/v27RpnviMiIhATE4Nly5bB0dERrq6u2LNnDyorK/HKK69AJpOhd+/eOHHiBD8PYwxbt25Fr169YG1tjeDgYPz73/9W++yIiAgsWbIEb775JpycnODm5ob169fz0+fMmYOzZ89ix44d/Jn/vLw8nXG1NF/zuGpra7FkyRK4uLjAysoKI0aMwKVLl/Qunz7fVY8ePRASEoI1a9bg22+/xYkTJ3Dw4EGD6mjx4sVYvHgxH+/bb78NxlirsQKAUqlsU9lVbd68WesVsm3btum9jLasP4QQQsjjghoVZmjVqlWIj49HdnY2QkJCEBISgh07duDevXvt8nnp6enw9/eHVCpVS3NwcICPjw//HgB27dqFzZs3Izk5GSUlJZg5cybee+89fPLJJ0hMTERGRgb27dtnVHkOHToEkUiEn3/+GZ999hkqKysRGxuLS5cu4fTp0xAIBHjuuefUuuDExsbi559/xrFjx5CQkICffvoJaWlpWpft7OyMixcvIiYmBgsXLsS0adMwbNgwpKWlYdy4cZg5cyaqqqoAAG+//TYOHDiA3bt349q1a1i+fDn+8pe/4OzZsxrLtbGxQUpKCrZu3Yp3330XCQkJABq7wISFhfFdagoKCuDl5aUzrpbma+7NN9/E119/jUOHDiEtLQ1+fn4YN26cWuOutfIZatSoUQgODsaRI0cMriORSISUlBTEx8dj+/bt+Pzzz3XGaoqyx8TEqF0ZW7hwIXx8fPDCCy8YtBxD1x9CujLGGObPnw8nJyeTjEGyFIZ01TSnbp1toVp+S4qFxsZ1EkbMWlFREdu+fTsbOHAgE4vF7JlnnmFHjhxh9fX1OucFwI4ePaoz32uvvcZmzZqllrZ27VoWHh7Ov1+/fj1zdHRk9+7d49PmzJnDvL29WUVFBZ82fvx4Fhsb2+JnzZ49mwmFQmZjY8O/nn/+eX56eHg4GzBgQKvlLS4uZgBYRkYGY4wxuVzOxGIx+9e//sXnKS0tZd26dWNLly5VW/aIESP49w0NDczGxobNnDmTTysoKGAAWHJyMquoqGBWVlbs/Pnzap8/d+5c9tJLL7W4XMYYGzx4MFu1apVaHtWy6BNXS/OpplVUVDCxWMy+/PJLfnpdXR3z8PBgW7du1bt82syePZs988wzWqdNnz6d+fv7G1RH/v7+TKlU8mmrVq1i/v7+OmNtS9lbs379eubj48Py8vK0Tm/puzJ0/VGl72+REFMrKipi8+fPZ15eXkwikTBXV1c2duxYjd9sWxw/fpyJxWL2888/s4KCAr32S+1h9uzZDAADwEQiEfP19WUrVqxQ2ze1RUvbgpKSEiaXy41ahqmoxi4UCpmXlxdbsGABe/DggUmWr1p+Q+I2pT/96U98jGKxmD355JNq+zxtwsPD2bx580yyXpaWlvLbdtqOt46uVJg5FxcXLFu2DGlpafj222+RnJyMKVOm4OrVqyb7jPT0dAwYMEAt7fLlywgODlbLM3nyZDg7O/Np+fn5eOmll2BjY6OW1tL4iCaRkZFIT0/nX/Hx8WrTBw0apPb+5s2bePnll9GrVy/Y2dnxy8/PzwcA5OTkoL6+HkOGDOHnsbe3R79+/TQ+u3///vzfQqEQ3bt3R1BQEJ/m6uoKACguLkZmZiZqamoQFRUFW1tb/vXFF19odL9SXS4AuLu7o7i4uNV60BWXPm7evIn6+noMHz6cTxOLxRgyZAiysrKMKl9rGGPgOM6gOho6dCg4juPfh4WF4caNG1AoFK1+linLvmHDBhw4cABnz57lr8IZwpD1hxBzMHXqVFy5cgWHDh3C9evXcezYMUREROjsptqaprFuN2/ehLu7O4YNG2aSMUjGaBr/lZOTg02bNmHXrl1YuXJlm5fX2ni+jhzXpg/VsW+ff/45vvvuOyxatMjkn9MZcTPGkJ6ejg8++AAFBQXIzs7G+PHjMWvWLOTm5rY6L42N63jUqDBz5eXlOHDgAEaNGoVJkyYhMDAQhw4dQkBAgEmWr1AocO3aNQwcOFAtPS0tTa2hceXKFQwdOlQtT3p6Op5++mn+fU1NDa5fv67RQGnOxsYGfn5+/Mvd3V1juqpJkyahpKQEe/fuRUpKClJSUgD8sdFnj/rlqx6wqqarEovFau+b7myk+h5o7Mff1A3pv//9r1ojKDMzU2PMgLbl6rpDkq649NFa7KppbSlfa7KysuDr62tQHbWVqcpubIOipbK0tP4Q0tlKS0tx7tw5vPfee4iMjISPjw+GDBmC1atXY+LEiQCAnj174qOPPlKbb8CAAWpjl7SNdZszZw5iYmKQn58PjuPQs2dPANA5VkypVOK9996Dn58fpFIpvL298be//Y2fzvQYo6VN0/gvLy8vvPzyy5gxYwbfVUWfcXnNY+zTp0+L47yadwPSFZMqfeL797//jaCgIFhbW6N79+4YM2YMKisrdcbu6emJsWPHYvr06Th16pRaHn3qoLKyErNmzYKtrS3c3d3x4YcfatSRatz6rDuGxtLcjRs3UF5ejvHjx8PNzQ2+vr6YO3cuFAoFsrOz9V6Oagw0Nq79UKPCDCkUCpw4cQIvv/wyXF1dERcXh1GjRiEnJwenT5/GrFmzIJFITPJZ2dnZqK6uhoeHB5+WnJyM33//nb9SIZfLkZeXp9bwuHXrFh48eKCWdu3aNSgUCrUrHMYqKSlBVlYW3n77bYwePRr+/v54+PChWp7evXtDLBbj4sWLfJpcLseNGzeM+uyAgABIpVLk5+erNYL8/Py0jm1ojUQiUTsjr09c2uZrzs/PDxKJBOfOnePT6uvr8csvv8Df39+gMurrzJkzyMjIwNSpUw2qowsXLmi879OnDz9IX1esxjBFg4IQS9N05fCbb75RuxFHWzQf67Zjxw68++678PT0REFBAX9zCF1jxVavXo333nsP77zzDjIzM/H3v/+dv8IH6D9GSxdra2vU19frVSZtMR47dkyvMW36xKRKV3wFBQV46aWX8OqrryIrKwuJiYmYMmWK1pNk2uTk5ODkyZMaJ0D0qYM33ngDP/74I44ePYpTp04hMTERqampen2uNsbGAgCpqalwdHTkT6TeuXMHb731FqRSqdpVYkPQ2Lj203nXKkmLNm/ejA8//BAvvPACfvjhBwwbNkzveSsqKtSe+ZCbm4v09HQ4OTnB29tbI3/TAKaPP/4YS5YswW+//YYlS5YAAL8TunLlCgQCgVrXj6aB3E1np5ry9erVy6SXRx0dHdG9e3fs2bMH7u7uyM/Px1//+le1PDKZDLNnz8Ybb7wBJycnuLi4YN26dRAIBBpn8A0hk8mwcuVKLF++HEqlEiNGjIBcLsf58+dha2uL2bNn672snj17IiUlBXl5ebC1tYWTk5POuFqaT5WNjQ0WLlzIx+7t7Y2tW7eiqqoKc+fObXPsTWpra1FYWAiFQoGioiKcPHkScXFxiI6OxqxZsyAUCvWuo9u3byM2Nhb/93//h7S0NHz88cdqZ8J0xdpWmzZtws6dO/Gf//wHUqkUhYWFABrXLdWbExDS1YhEIhw8eBDz5s3Dp59+ipCQEISHh+PFF1/U6Faoi5+fH7Zu3aqWJpPJIBQK1bqGTJ06VS3Pvn374OLigszMTPj4+GDHjh3YuXMnv23o3bs3RowYAaDxwHfbtm04c+YMwsLCAAC9evXCuXPn8NlnnyE8PFyvsl68eBF///vfMXr0aJ1lUn0WTfMYJRIJ34WmJeXl5a3GpEqf+AoKCtDQ0IApU6bwJ0B0HTz/5z//ga2tLRQKBWpqagBA4852uuqgoqIC+/btwxdffIGoqCgAjQffnp6erX52a9oSS3NpaWkoKyuDTCaDUqlEdXU1rK2t8emnn6JHjx5tKldwcDDefvttAI0Nwi1btsDZ2Rnz5s0DAKxduxa7d+/Gr7/+qtFDg7SOrlSYoZkzZ6KwsBB79uwxqEEBAL/88gsGDhzIX0GIjY3FwIEDsXbtWq3509PTERUVhdzcXAQGBmLNmjXYsmUL7Ozs8MknnwBobCw8+eSTsLa25udrPuaiKZ+urk+GEggEOHz4MFJTUxEYGIjly5fj/fff18i3bds2hIWFITo6GmPGjMHw4cPh7+8PKysroz5/48aNWLt2LeLi4uDv749x48bhu+++0zlupLmVK1dCKBQiICAATzzxBPLz8/WKS9t8zW3ZsgVTp07FzJkzERISgt9++w3ff/89HB0d2xx3k5MnT8Ld3R09e/bE+PHj8eOPPyI+Ph7ffvstf4VB3zqaNWsWqqurMWTIELz++uuIiYnB/PnzDYpVm4MHD7bYeGSM4f3338f9+/cxdOhQuLu786/H5U415PE2depU3L17F8eOHcO4ceOQmJiIkJAQ/pbQ+mo+1q0lrY0Vy8rKQm1tLX+w35whY7SaazqwtrKyQlhYGEaOHImPP/5YZ5naEqMqXTEZGl9wcDBGjx6NoKAgTJs2DXv37tV6FVtV0zjFlJQUxMTEYNy4cYiJiVHLo6sObt68ibq6Or6xAzSOodA2NlFfbYmludTUVLz++utIT09HUlISwsPDsXTpUsyZM6fN5aKxce2HrlSYIdWz/4aKiIgw6NLilStXEBoairi4OLV01bMaTc8XUKXtWQE7duzQ+Xm6dmSJiYkaaWPGjEFmZqZaWvMYZTIZvvzyS/59ZWUlNmzYoHbQqm3ZTX1kW1o2x3FYsmQJf/VG3zI3v+1c3759kZycrJbWs2dPnXFpm6/551lZWSE+Pl5jwLsh5dPm4MGDeh146FNHQON4hI8++gi7d+/WOl2fWAHNsufl5bV4BpPjOJSVlbVaLn21Zf0hxBxYWVkhKioKUVFRWLt2LV577TWsW7cOc+bMgUAg0Fhnm7oNqWo+1q0lkyZNgpeXF/bu3QsPDw8olUoEBgairq5O7cSUNqpjtJqfhdZ1VTEyMhK7d++GWCyGh4eHWvef1srUlhhV6YpJlT7xCYVCJCQk4Pz58zh16hQ+/vhjvPXWW0hJSWnxZFbTOEUAiI+PR2RkJDZs2ICNGzfyeXTVQVu2W7rWnbbE0tzly5cxf/58Pr5du3YhKCgI8+fPN/jkXhMaG9d+6ErFY+7KlSsGXwY3R5cvX8ZXX32FmzdvIi0tDTNmzAAAPPPMM51cMtLevv/+e41uGcbatWsXbG1tDX74ZHMLFiyAra2tiUpFiGkEBATwg2WfeOIJFBQU8NPkcrnOu+q0RNdYsT59+sDa2hqnT59usVxtHcfWdGDt4+OjdoCo7/g1bfQZ56UrprbEx3Echg8fjg0bNuDy5cuQSCQ4evSoXmUGgHXr1uGDDz7A3bt3AehXB35+fhCLxWpj3x4+fIjr16+3+Dn6rDvGxJKTk4PS0lK1LmoBAQHw8/PDV199pdcySMeiKxWPscLCQhQVFXWJRgUAfPDBB8jOzoZEIkFoaCh++ukntVvgkq6p+dUNY3355Zeorq4GAK3jkAzx7rvv8re1bH6XM0LaW0lJCaZNm4ZXX30V/fv3h0wmwy+//IKtW7fyJ1xGjRqFgwcPYtKkSXB0dMQ777zDd200lK4xcFZWVli1ahXefPNNSCQSDB8+HPfu3cO1a9cwd+5ck45j07dMrdE2zksgUD8XqysmVfrEl5KSgtOnT2Ps2LFwcXFBSkoK7t27Z9CNNyIiIvDUU09h8+bN2Llzp151YGtri7lz5+KNN95A9+7d4erqirfeeksjXlW61h1jY0lNTYVIJELfvn3V0qOionD06FGsWbNG7zohHYMaFY8xNze3LtNVY+DAgUbdpYK0L21dh8xVWwf/aePi4gIXFxeTLY8QQ9ja2uLpp5/G9u3b+WfaeHl5Yd68efwB2erVq5GTk4Po6GjY29tj48aNbb5S0TQGbsmSJQgMDES/fv0QHx+PiIgIPs8777wDkUiEtWvX4u7du3B3d8eCBQv46Rs3boSLiwvi4uKQk5MDBwcHhISEtPkAUp8ytWTlypWYPXs2AgICUF1djdzcXK3dk3XFpEpXfHZ2dkhKSsJHH30EuVwOHx8ffPjhh5gwYYJBccfGxuKVV17BqlWr4OXlpVcdvP/++6ioqMDkyZMhk8mwYsWKVruP6lp3dMVy8OBBvPLKKy0eh6SlpaFv374ad7uMiorCrl27cOfOHaMGkhPT41hXOaokhBBCCCEWYf369UhMTGyXk04REREYMGCAxnM0jMFxHI4ePYpnn33WZMvsamhMBSGEEEII6VDtMR5OFY2N63h0pYIQQgghhHQZv//+u9rYOGMeGFxcXAy5XA6gcWxcW+4S9rigRgUhhBBCCCHEKNT9iRBCCCGEEGIUalQQQgghhBBCjEKNCkIIIYQQQohRqFFBCCGEEEIIMQo1KgghhBBCCCFGoUYFIYQQQgghxCjUqCCEEEIIIYQYhRoVhBBCCCGEEKNQo4IQQgghhBBiFGpUEEIIIYQQQozy/xt5qeLy9HEsAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 2, figsize=(8, 3.5), tight_layout=True)\n", + "\n", + "ax[0].axvline(-initial_depth, ls=':', color='k')\n", + "ax[0].text(-initial_depth + 50, 0.05, r'Sampling Depth', fontsize=6, color='k', rotation=-90)\n", + "ax[0].axvline(0, ls=':', color='k')\n", + "ax[0].text(0, 0.08, r'Surface', fontsize=6, color='k', rotation=-90)\n", + "\n", + "ax[1].axvline(1e-6, ls=':', color='black')\n", + "ax[1].axvline(1e-4, ls=':', label=r\"Fragmentation limit\", color='red')\n", + "ax[1].text(1e-6, 0.08, r\"1 $\\mu m$ Limit\", fontsize=6, color='k', rotation=-90)\n", + "ax[1].text(1.1e-4, 0.01, r\"Fragmentation Limit\", fontsize=6, color='r', rotation=-90)\n", + "\n", + "for j, ft in enumerate(simulations[::-1]):\n", + "\n", + " x, y = funk.ecdf(abs(frag_into_NPs[ft]['depths']), normalized=True,\n", + " invert=False)\n", + " ax[0].plot(x, y, drawstyle='steps-post', label=f'$\\lambda_f$ = {ft} days')\n", + " \n", + " x, y = funk.ecdf(frag_into_NPs[ft]['particle_index'], normalized=True,\n", + " invert=False)\n", + " \n", + " x, y = funk.ecdf(surface_events[ft]['radius'], normalized=True)\n", + " ax[1].plot(x, y, drawstyle='steps-post')\n", + "\n", + "\n", + "handles, labels = ax[0].get_legend_handles_labels()\n", + "handles = handles[::-1]\n", + "labels = labels[::-1]\n", + "\n", + "ax[0].legend(handles, labels, fontsize=7, shadow=True, ncol=2,\n", + " loc='best')\n", + "\n", + "ax[0].set_xlabel('$>1\\ \\mu m$ Fragmentation Depth, $z$ [m]')\n", + "ax[0].set_ylabel(r'ECDF: $P(x \\leq z)$')\n", + "\n", + "ax[1].semilogx()\n", + "ax[1].set_xlabel('Surface Particles Radius, $R$ [m]')\n", + "ax[1].set_ylabel(r'ECDF: $P(x \\leq R)$')\n", + "\n", + "gridy = np.linspace(0, 1, 11)\n", + "gridx = [500, 1000] + [i for i in range(2000, 10000, 2000)]\n", + "\n", + "ax[0].set_yticks(gridy)\n", + "ax[1].set_yticks(gridy)\n", + "\n", + "ax[0].grid()\n", + "ax[1].grid()\n", + "\n", + "ax[0].text(5500, 0.005, r'A', fontsize=12,\n", + " ha='right')\n", + "ax[1].text(1e-3, 0, r'B', fontsize=12,\n", + " ha='right')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8d82c889-381d-4622-aa80-ef07651f7722", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/analysis/vertical_distribution_plots_and_stats.ipynb b/analysis/vertical_distribution_plots_and_stats.ipynb new file mode 100644 index 0000000..02cd89d --- /dev/null +++ b/analysis/vertical_distribution_plots_and_stats.ipynb @@ -0,0 +1,362 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from glob import glob\n", + "import numpy as np\n", + "import xarray as xr\n", + "import itertools\n", + "import matplotlib.pyplot as plt\n", + "import cmocean.cm as cmo\n", + "from matplotlib.gridspec import GridSpec\n", + "from cartopy import geodesic\n", + "import cartopy.crs as ccrs\n", + "import shapely\n", + "import pandas as pd\n", + "from tqdm import tqdm\n", + "from datetime import datetime\n", + "import analysis_functions as funk\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "run_for_loop = False\n", + "\n", + "# Define initial conditions\n", + "initial_depth = -5000 # int(sys.argv[1]) # 5 # 60 # 5179\n", + "lon_sample = 6.287 # 6.25\n", + "lat_sample = -32.171 # -32.171\n", + "origin = (lon_sample, lat_sample)\n", + "sim_time = 4403\n", + "# Set simulation time range\n", + "start_time = datetime.strptime('2019-01-20 12:00:00', '%Y-%m-%d %H:%M:%S')\n", + "\n", + "datelist = pd.date_range(end=start_time, periods=sim_time+1)[::-1]\n", + "end_time = datelist[0]\n", + "\n", + "# Define simulation fragmentation timescales\n", + "# simulations = [10] + [i for i in range(100, 501, 100)]\n", + "simulations = [100, 1000, 10000, 23000]\n", + "# Set depth bins for histograms\n", + "depth_bins = np.linspace(-5500, 0, 56) # creates a 100m bins" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "#%% \n", + "if not run_for_loop:\n", + " frag_into_NPs = np.load('../data/frag_into_NPs.npy', allow_pickle=True)[()]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "surface_events = np.load('../data/surface_events.npy', allow_pickle=True)[()]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 3, figsize=(12, 3.5), tight_layout=True)\n", + "\n", + "# for j, ft in enumerate(simulations[::-1]):\n", + "for j, ft in enumerate(simulations):\n", + "\n", + " x, y = funk.ecdf(abs(frag_into_NPs[ft]['depths']), normalized=True,\n", + " invert=False)\n", + " ax[0].plot(x, y, drawstyle='steps-post', label=f'$\\lambda_f$ = {ft} days')\n", + " \n", + " x, y = funk.ecdf(frag_into_NPs[ft]['particle_index'], normalized=True,\n", + " invert=False)\n", + " ax[1].plot(x, y, drawstyle='steps-post')\n", + " \n", + " x, y = funk.ecdf(frag_into_NPs[ft]['displacement']/1e3, normalized=True,\n", + " invert=False)\n", + " ax[2].plot(x, y, drawstyle='steps-post', label=f'$\\lambda_f$ = {ft} days')\n", + "\n", + "\n", + "\n", + "# ax[0].axvline(0, ls='--', label=r\"Surface\", color='r')\n", + "# ax[0].axvline(-initial_depth, ls='--', label=r\"Sampling Depth\", color='k')\n", + "\n", + "ax[1].axvline(sim_time, ls='--', label=r\"Simulation time limit\", color='red')\n", + "\n", + "handles, labels = ax[0].get_legend_handles_labels()\n", + "handles = handles[::-1]\n", + "labels = labels[::-1]\n", + "\n", + "ax[0].legend(handles, labels, fontsize=6, shadow=True, ncol=2,\n", + " loc='upper left')\n", + "ax[1].legend(fontsize=6, shadow=True, loc='center right')\n", + "\n", + "# ax[1].semilogx()\n", + "ax[0].set_xlabel('|z| (m)')\n", + "ax[0].set_ylabel(r'ECDF: $P(x \\leq |z|)$')\n", + "ax[0].set_title('Depth of Fragmentation into NPs')\n", + "\n", + "ax[2].set_xlabel(r'$X$ (km)')\n", + "ax[2].set_ylabel(r'ECDF: $P(x \\leq X)$')\n", + "ax[2].set_title('Total Displacement as NPs')\n", + "\n", + "ax[1].set_xlabel(r'$T_{NP}$ (days)')\n", + "ax[1].set_ylabel(r'ECDF: $P(x \\leq T_{NP})$')\n", + "ax[1].set_title('Drift Time as NPs')\n", + "\n", + "gridy = np.linspace(0, 1, 11)\n", + "ax[0].set_yticks(gridy)\n", + "ax[1].set_yticks(gridy)\n", + "ax[2].set_yticks(gridy)\n", + "\n", + "ax[0].grid()\n", + "ax[1].grid()\n", + "ax[2].grid()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "----- 100 -----\n", + "4000 - 5000 m: 67.87109375\n", + "5000 - 5500 m : 31.45751953125\n", + "----- 1000 -----\n", + "4000 - 5000 m: 70.60546875\n", + "5000 - 5500 m : 14.013671875\n", + "----- 10000 -----\n", + "4000 - 5000 m: 48.52294921875\n", + "5000 - 5500 m : 7.0068359375\n", + "----- 23000 -----\n", + "4000 - 5000 m: 45.3857421875\n", + "5000 - 5500 m : 6.35986328125\n" + ] + } + ], + "source": [ + "for j, ft in enumerate([100, 1000, 10000, 23000]):\n", + " \n", + " x, y = funk.ecdf(frag_into_NPs[ft]['depths'], normalized=True)\n", + " \n", + " \n", + " # x = abs(x)\n", + " \n", + " # idx_7 = np.where(x > -2000)[0][0]\n", + " idx_6 = np.where(x > -4000)[0][0]\n", + " idx_5 = np.where(x > -5000)[0][0]\n", + " \n", + " print('-----', ft, '-----')\n", + " # print('0 - 2000 m: ', 100 - y[idx_7]*100)\n", + " # print('2000 - 4000 m: ', (y[idx_7]- y[idx_6])*100)\n", + " print('4000 - 5000 m: ', (y[idx_6]- y[idx_5])*100)\n", + " print('5000 - 5500 m : ', y[idx_5]*100)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "521" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "idx_5" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "-0.67138671875" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "67.87109375 + 31.45751953125 -100" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.76904296875" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "surface_events[23000]['particle_index'].shape[0]/8192*100" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.30908203125" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "surface_events[10000]['particle_index'].shape[0]/8192*100" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "100.0" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "surface_events[100]['particle_index'].shape[0]/8192*100" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([], dtype=int64),)" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.where(x>-4000)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.where(x<=-4000)[0][0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.11" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/article_figs/Figure3.png b/article_figs/Figure3.png index 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z4uR3UfU;y}v}7198AfW!@aO;ATN^>1KcG#Arw`FpQ>x z(Nr*+3SenqG$ckt0u%zHr6MdHjE2N$NQ~wOSQ;1&iP4Y%g}`X32ulZ}Au$>fqxk`r f21Y|-1cd|#mvt(?n4{WBke@wW{an^LB{Ts5f}!C7 diff --git a/notebooks/Land_particles_problem.ipynb b/notebooks/Land_particles_problem.ipynb deleted file mode 100644 index 7169bff..0000000 --- a/notebooks/Land_particles_problem.ipynb +++ /dev/null @@ -1,1457 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "97d7149d-421b-4b25-9cdc-6bde3bf27f60", - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import xarray as xr\n", - "# import gsw\n", - "from matplotlib.ticker import MaxNLocator\n", - "import itertools\n", - "\n", - "import cartopy as cart\n", - "import cartopy.crs as ccrs \n", - "import cmocean.cm as cmo\n", - "import seaborn as sns\n", - "from glob import glob\n", - "import cartopy.feature as cfeature\n", - "from datetime import datetime\n", - "import pandas as pd\n", - "from tqdm import tqdm\n", - "import draft_functions as funk\n", - "from cartopy import geodesic\n", - "import shapely\n", - "import cartopy" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "9f5852a7-336b-48e0-97d4-200980ab9b26", - "metadata": {}, - "outputs": [], - "source": [ - "initial_depth = -5000 # int(sys.argv[1]) # 5 # 60 # 5179\n", - "lon_sample = 6.287 # 6.25\n", - "lat_sample = -32.171 # -32.171\n", - "origin = (lon_sample, lat_sample)\n", - "\n", - "start_time = datetime.strptime('2019-01-20 12:00:00', '%Y-%m-%d %H:%M:%S')\n", - "sim_time = 4484\n", - "# create the date range in reverse from sampling time to the past\n", - "datelist = pd.date_range(end=start_time, periods=sim_time)[::-1]\n", - "end_time = datelist[0]\n", - "\n", - "depth_bins = np.linspace(-5500, 0, 56) # creates a 100m bins\n", - "\n", - "simulations = [10] + [i for i in range(100, 501, 100)] + [1000, 10000]\n", - "sim_names = [10] + [i for i in range(100, 501, 100)] + [1000, 10000]" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "cacf1056", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 8/8 [00:13<00:00, 1.72s/it]\n" - ] - } - ], - "source": [ - "surface_events = {}\n", - "\n", - "for k, ft in enumerate(tqdm(simulations)):\n", - " # print('Computing fragmentation timescale: ', ft)\n", - " local_path = f'/storage/shared/oceanparcels/output_data/data_Claudio/hc13_3/hc13_{ft}.zarr'\n", - " sim = xr.open_zarr(local_path)\n", - "\n", - " # loading fields as np arrays to do some nasty indexing\n", - " radiuses = sim['radius'].values\n", - " depths = sim['z'].values\n", - " latitudes = sim['lat'].values\n", - " longitudes = sim['lon'].values\n", - " frag_events = sim['frag_events'].values\n", - " d_2_shore = sim['distance'].values\n", - "\n", - " df_sim = {} # dictiorany to store data per sim. Could be a pandas DF\n", - "\n", - " # Detecting the index and the particles that reach the surface\n", - " k1, k2 = np.where(depths < 30)\n", - " idx_particles, idx_k2 = np.unique(k1, return_index=True)\n", - " surface_time = k2[idx_k2]\n", - " \n", - " m1, m2 = np.where(radiuses > 1e-4)\n", - " _, idx_m2 = np.unique(m1, return_index=True)\n", - " time_fragmetation = m2[idx_m2]\n", - "\n", - " df_sim['particle_index'] = idx_particles\n", - " df_sim['surface_time'] = surface_time # Days. equivalent to index in simus\n", - " df_sim['radius'] = radiuses[idx_particles, surface_time]\n", - " df_sim['depths'] = depths[idx_particles, surface_time]\n", - " df_sim['frag_events'] = frag_events[idx_particles, surface_time]\n", - " df_sim['frag_time'] = time_fragmetation\n", - " df_sim['d2shore'] = d_2_shore[idx_particles, surface_time]\n", - "\n", - " latz = latitudes[idx_particles, surface_time]\n", - " lonz = longitudes[idx_particles, surface_time]\n", - " xy_pos = (lonz, latz)\n", - "\n", - " df_sim['displacement'] = funk.haversine(origin, xy_pos)\n", - " df_sim['lat'] = latz\n", - " df_sim['lon'] = lonz\n", - "\n", - " surface_events[sim_names[k]] = df_sim # Storing the dictionaris in another dict\n" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "26ddfbc2-a104-41a6-8721-4faada1cb4bd", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "marker = itertools.cycle(('v', 'h', 'd', 'o', 'X', 'P', '^', 's'))\n", - "\n", - "fig,ax = plt.subplots(figsize=(6,6),\n", - " subplot_kw={'projection': ccrs.PlateCarree()}, constrained_layout=True)\n", - "\n", - "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", - " linewidth=1, color='black', alpha=0.3, linestyle='--')\n", - "gl.top_labels = False\n", - "gl.right_labels = False\n", - "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", - " linewidth=0.5, color='black', alpha=0.5, linestyle='--')\n", - "gl.top_labels = False\n", - "gl.right_labels = False\n", - "\n", - "ax.set_extent([10, 51,-37, -10], crs=ccrs.PlateCarree())\n", - "\n", - "# ax.add_feature(cfeature.OCEAN)\n", - "ax.add_feature(cfeature.LAND, zorder=1, color='black')\n", - "# ax.add_feature(cfeature.COASTLINE)\n", - "\n", - "\n", - "shoreparticles = {}\n", - "fill_characters = [0, 2, 4,4,4,4,4,6]\n", - "\n", - "\n", - "for j, ft in enumerate(simulations):\n", - " shore_particles = np.where(surface_events[ft]['d2shore'] < 10)\n", - " correction = np.where(surface_events[ft]['lon'][shore_particles] > 10)\n", - " shore_particles = shore_particles[0][correction]\n", - " proportion = len(shore_particles) / 2**13 * 100\n", - " shoreparticles[ft] = len(shore_particles)\n", - "\n", - " \n", - " ax.scatter(surface_events[ft]['lon'][shore_particles],\n", - " surface_events[ft]['lat'][shore_particles], s=40, transform=ccrs.PlateCarree(), \n", - " label=f\"{ft} {' '*fill_characters[j]} {proportion:.2f}\", marker=next(marker))\n", - " \n", - "\n", - "handles, labels = ax.get_legend_handles_labels()\n", - "\n", - "\n", - "ax.legend(shadow=True, title='$\\lambda_f$ (days) (%)', loc='upper left')\n" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([54, 46, 36, ..., 54, 62, 52])" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "surface_events[10]['surface_time']" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "FT: 10000. Median: 3324.0 days, Minimum: 219 days, 10000 days\n", - "FT: 1000. Median: 2152.0 days, Minimum: 38 days, 1000 days\n", - "FT: 500. Median: 1313.0 days, Minimum: 78 days, 500 days\n", - "FT: 400. Median: 1070.0 days, Minimum: 38 days, 400 days\n", - "FT: 300. Median: 820.0 days, Minimum: 43 days, 300 days\n", - "FT: 200. Median: 576.0 days, Minimum: 20 days, 200 days\n", - "FT: 100. Median: 310.0 days, Minimum: 19 days, 100 days\n", - "FT: 10. Median: 39.0 days, Minimum: 6 days, 10 days\n" - ] - } - ], - "source": [ - "\n", - "\n", - "for j, ft in enumerate(simulations[::-1]):\n", - " median = np.median(surface_events[ft]['surface_time'])\n", - " minimum = np.min(surface_events[ft]['surface_time'])\n", - " \n", - " print(f\"FT: {ft}. Median: {median} days, Minimum: {minimum} days, {ft} days\")" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "9565f932", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "10000 4.39453125 2\n", - "1000 86.31591796875 25\n", - "500 99.45068359375 12\n", - "400 99.86572265625 8\n", - "300 100.0 4\n", - "200 100.0 0\n", - "100 100.0 0\n", - "10 100.0 0\n" - ] - } - ], - "source": [ - "Stats_surface = {}\n", - "\n", - "for j, ft in enumerate(simulations[::-1]):\n", - " number_surface = len(surface_events[ft]['particle_index'])/2**13*100\n", - " fraction_shore = shoreparticles[ft]#/2**13*100\n", - " \n", - " Stats_surface[ft] = [number_surface, fraction_shore]\n", - " print(ft, ' '*fill_characters[j], number_surface, ' '*fill_characters[j], fraction_shore)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "00cae755", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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Number of particles at surface (%)Number of particles at shore (%)
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100086.3159180.305176
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" - ], - "text/plain": [ - " Number of particles at surface (%) Number of particles at shore (%)\n", - "10000 4.394531 0.024414\n", - "1000 86.315918 0.305176\n", - "500 99.450684 0.146484\n", - "400 99.865723 0.097656\n", - "300 100.000000 0.048828\n", - "200 100.000000 0.000000\n", - "100 100.000000 0.000000\n", - "10 100.000000 0.000000" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "pd.DataFrame(Stats_surface, index=['Number of particles at surface (%)', 'Number of particles at shore (%)']).T" - ] - }, - { - "cell_type": "code", - "execution_count": 85, - "id": "a15ae6ec", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig,ax = plt.subplots(figsize=(10,8),\n", - " subplot_kw={'projection': ccrs.PlateCarree()}, constrained_layout=True)\n", - "\n", - "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", - " linewidth=1, color='black', alpha=0.3, linestyle=':')\n", - "gl.top_labels = False\n", - "gl.right_labels = False\n", - "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", - " linewidth=0.5, color='black', alpha=0.5, linestyle='--')\n", - "gl.top_labels = False\n", - "gl.right_labels = False\n", - "\n", - "# ax.set_extent([0, 40,-60.916664, -20], crs=ccrs.PlateCarree())\n", - "\n", - "# ax.add_feature(cfeature.OCEAN)\n", - "ax.add_feature(cfeature.LAND, zorder=1, color='black')\n", - "# ax.add_feature(cfeature.COASTLINE)\n", - "\n", - "for j, ft in enumerate(simulations[::-1]):\n", - " ax.scatter(surface_events[ft]['lon'], surface_events[ft]['lat'],\n", - " zorder=2, s=20,\n", - " label=f\"$\\lambda_f$ = {ft} days\", marker=next(marker))\n", - "\n", - "ax.scatter(origin[0], origin[1], zorder=5,\n", - " label='Sampling Location', marker='*', s=100, edgecolors='black')\n", - "\n", - "for r in range(1, 10):\n", - " circle_points = geodesic.Geodesic().circle(lon=origin[0], lat=origin[1],\n", - " radius=r*1e6,\n", - " n_samples=360,\n", - " endpoint=False)\n", - " geom = shapely.geometry.Polygon(circle_points)\n", - " ax.add_geometries((geom,), crs=ccrs.PlateCarree(), facecolor='none',\n", - " edgecolor='black', linewidth=1., zorder=3, ls='--',\n", - " label=f'{r} km')\n", - " \n", - "handles, labels = ax.get_legend_handles_labels()\n", - "handles = handles[::-1]\n", - "labels = labels[::-1]\n", - "\n", - "ax.legend(handles, labels, ncols=3, fontsize=9, shadow=True)\n", - "\n", - "ax.text(3,-24.5, r\"$1,000$ km\", fontsize=5)\n", - "ax.text(-14.5,-30.5, r\"$2,000$ km\", fontsize=5, rotation=70)\n", - "ax.text(-25.0,-30.5, r\"$3,000$ km\", fontsize=5, rotation=70)\n", - "ax.text(-35.6,-30.5, r\"$4,000$ km\", fontsize=5, rotation=70)\n", - "ax.text(-46.6,-30.5, r\"$5,000$ km\", fontsize=5, rotation=70)\n", - "ax.text(-63.7,-48.5, r\"$6,000$ km\", fontsize=5, rotation=75)\n", - "ax.text(-79.7,-52.5, r\"$7,000$ km\", fontsize=5, rotation=62)\n", - "ax.text(-89.7,-45.3, r\"$8,000$ km\", fontsize=5, rotation=50)\n", - "ax.text(-90.,-27.3, r\"$9,000$ km\", fontsize=5, rotation=55)\n", - "ax.set_extent([-97, 65, -63, 0], crs=ccrs.PlateCarree())" - ] - }, - { - "cell_type": "code", - "execution_count": 73, - "id": "6e4476d2", - "metadata": {}, - "outputs": [], - "source": [ - "frag_into_NPs = np.load('../data/frag_into_NPs.npy', allow_pickle=True)[()]" - ] - }, - { - "cell_type": "code", - "execution_count": 96, - "id": "3d4a2ec3", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.001, 0, 'B')" - ] - }, - "execution_count": 96, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(1, 2, figsize=(8, 3.5), tight_layout=True)\n", - "\n", - "ax[0].axvline(-initial_depth, ls=':', color='k')\n", - "ax[0].text(-initial_depth + 50, 0.05, r'Sampling Depth', fontsize=6, color='k', rotation=-90)\n", - "ax[0].axvline(0, ls=':', color='k')\n", - "ax[0].text(0, 0.08, r'Surface', fontsize=6, color='k', rotation=-90)\n", - "\n", - "ax[1].axvline(1e-6, ls=':', color='black')\n", - "ax[1].axvline(1e-4, ls=':', label=r\"Fragmentation limit\", color='red')\n", - "ax[1].text(1e-6, 0.08, r\"1 $\\mu m$ Limit\", fontsize=6, color='k', rotation=-90)\n", - "ax[1].text(1.1e-4, 0.01, r\"Fragmentation Limit\", fontsize=6, color='r', rotation=-90)\n", - "\n", - "for j, ft in enumerate(simulations[::-1]):\n", - "\n", - " x, y = funk.ecdf(abs(frag_into_NPs[ft]['depths']), normalized=True,\n", - " invert=False)\n", - " ax[0].plot(x, y, drawstyle='steps-post', label=f'$\\lambda_f$ = {ft} days')\n", - " \n", - " x, y = funk.ecdf(frag_into_NPs[ft]['particle_index'], normalized=True,\n", - " invert=False)\n", - " \n", - " x, y = funk.ecdf(surface_events[ft]['radius'], normalized=True)\n", - " ax[1].plot(x, y, drawstyle='steps-post')\n", - "\n", - "\n", - "handles, labels = ax[0].get_legend_handles_labels()\n", - "handles = handles[::-1]\n", - "labels = labels[::-1]\n", - "\n", - "ax[0].legend(handles, labels, fontsize=7, shadow=True, ncol=2,\n", - " loc='best')\n", - "\n", - "ax[0].set_xlabel('$>1\\ \\mu m$ Fragmentation Depth, $z$ [m]')\n", - "ax[0].set_ylabel(r'ECDF: $P(x \\leq z)$')\n", - "\n", - "ax[1].semilogx()\n", - "ax[1].set_xlabel('Surface Particles Radius, $R$ [m]')\n", - "ax[1].set_ylabel(r'ECDF: $P(x \\leq R)$')\n", - "\n", - "gridy = np.linspace(0, 1, 11)\n", - "gridx = [500, 1000] + [i for i in range(2000, 10000, 2000)]\n", - "\n", - "ax[0].set_yticks(gridy)\n", - "ax[1].set_yticks(gridy)\n", - "\n", - "ax[0].grid()\n", - "ax[1].grid()\n", - "\n", - "ax[0].text(5500, 0.005, r'A', fontsize=12,\n", - " ha='right')\n", - "ax[1].text(1e-3, 0, r'B', fontsize=12,\n", - " ha='right')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "15821016", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4846d090", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 43, - "id": "bfa52c0b", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(100, 2)" - ] - }, - "execution_count": 43, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "circle_points" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "c91c2c93", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "marker = itertools.cycle(('v', 'h', 'd', 'o', 'X', 'P', '^',a 's'))\n", - "\n", - "fig, ax = plt.subplots(nrows=1,ncols=1,\n", - " subplot_kw={'projection': ccrs.PlateCarree()},\n", - " figsize=(12, 8), sharey=True)\n", - "\n", - "\n", - "for j, ft in enumerate(simulations[::-1]):\n", - " ax.scatter(surface_events[ft]['lon'], surface_events[ft]['lat'],\n", - " zorder=2, s=20,\n", - " label=f\"$\\lambda_f$ = {ft} days\", marker=next(marker))\n", - "\n", - "ax.scatter(origin[0], origin[1], zorder=5,\n", - " label='Sampling Location', marker='*', s=80, edgecolors='black')\n", - "\n", - "for r in range(8):\n", - " circle_points = geodesic.Geodesic().circle(lon=origin[0], lat=origin[1],\n", - " radius=r*1e6,\n", - " n_samples=100,\n", - " endpoint=False)\n", - " geom = shapely.geometry.Polygon(circle_points)\n", - " ax.add_geometries((geom,), crs=ccrs.PlateCarree(), facecolor='none',\n", - " edgecolor='black', linewidth=1., zorder=3, ls='--',\n", - " label=f'{r} km')\n", - "\n", - "# ax.set_title('Location of particles coming from the surface')\n", - "handles, labels = ax.get_legend_handles_labels()\n", - "handles = handles[::-1]\n", - "labels = labels[::-1]\n", - "\n", - "ax.legend(handles, labels)" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "id": "cd535aad-f741-4479-b138-23241db14e5c", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'Number of particles')" - ] - }, - "execution_count": 40, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(stuck_lon[10:])\n", - "plt.plot(stuck_lat[10:])\n", - "plt.plot(stuck_z[10:])\n", - "plt.xlabel('Days before sample')\n", - "plt.ylabel('Number of particles')" - ] - }, - { - "cell_type": "code", - "execution_count": 74, - "id": "c07232b4-f5b8-4436-95ce-7dcaf9ceb572", - "metadata": {}, - "outputs": [], - "source": [ - "c = (acc_lon + acc_lat + acc_z)\n", - "c = ~(c == 0)" - ] - }, - { - "cell_type": "code", - "execution_count": 75, - "id": "cd65fd4d-b8b1-47f0-b90c-08d869d1aa30", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([ 0, 0, 0, ..., 49999, 49999, 49999]),\n", - " array([ 0, 1, 2, ..., 3647, 3648, 3649]))" - ] - }, - "execution_count": 75, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.where(c == True)" - ] - }, - { - "cell_type": "code", - "execution_count": 153, - "id": "62e74149-7ce9-4c11-a693-75360118f744", - "metadata": {}, - "outputs": [], - "source": [ - "def stuck_particles_mask(dataset):\n", - " time = dataset.dims['obs']\n", - "\n", - " diff_lon = np.roll(dataset['lon'], axis=1, shift=1) - dataset['lon']\n", - " diff_lat = np.roll(dataset['lat'], axis=1, shift=1) - dataset['lat']\n", - " diff_z = np.roll(dataset['z'], axis=1, shift=1) - dataset['z']\n", - " \n", - " mask = (diff_lon + diff_lat + diff_z)\n", - " mask = ~(mask == 0)\n", - " \n", - " return mask" - ] - }, - { - "cell_type": "code", - "execution_count": 133, - "id": "8cecb477-f0cf-47a6-8d0a-ec6ea3df36d5", - "metadata": {}, - "outputs": [], - "source": [ - "msk = stuck_particles_mask(sim)" - ] - }, - { - "cell_type": "code", - "execution_count": 134, - "id": "bd23acc6-0abd-4daa-b290-751affbfc2e4", - "metadata": {}, - "outputs": [], - "source": [ - "stuck_particles = 50000 - np.sum(msk, axis=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 135, - "id": "6a0a2861-b7a9-4443-9e77-2435b88a2ca2", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 135, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig,ax = plt.subplots(figsize=(8,8),\n", - " subplot_kw={'projection': ccrs.PlateCarree()}, constrained_layout=True)\n", - "\n", - "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", - " linewidth=1, color='black', alpha=0.3, linestyle='--')\n", - "gl.top_labels = False\n", - "gl.right_labels = False\n", - "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", - " linewidth=0.5, color='black', alpha=0.5, linestyle='--')\n", - "gl.top_labels = False\n", - "gl.right_labels = False\n", - "\n", - "# ax.set_extent([0, 40,-60.916664, -20], crs=ccrs.PlateCarree())\n", - "\n", - "ax.add_feature(cfeature.OCEAN)\n", - "ax.add_feature(cfeature.LAND, zorder=1)\n", - "# ax.add_feature(cfeature.COASTLINE)\n", - "\n", - "n = 1000\n", - "for i in weird_traj:\n", - " im = ax.scatter(sim['lon'][i, n], sim['lat'][i,n], c=sim['abs_salinity'][i,n], vmin=0, vmax=38);\n", - "\n", - "plt.colorbar(im)" - ] - }, - { - "cell_type": "code", - "execution_count": 125, - "id": "481dbcc3-fec5-40df-8b10-a9d3cf2a402b", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 125, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig,ax = plt.subplots(figsize=(8,8),\n", - " subplot_kw={'projection': ccrs.PlateCarree()}, constrained_layout=True)\n", - "\n", - "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", - " linewidth=1, color='black', alpha=0.3, linestyle='--')\n", - "gl.top_labels = False\n", - "gl.right_labels = False\n", - "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", - " linewidth=0.5, color='black', alpha=0.5, linestyle='--')\n", - "gl.top_labels = False\n", - "gl.right_labels = False\n", - "\n", - "# ax.set_extent([0, 40,-60.916664, -20], crs=ccrs.PlateCarree())\n", - "\n", - "ax.add_feature(cfeature.OCEAN)\n", - "ax.add_feature(cfeature.LAND, zorder=1)\n", - "# ax.add_feature(cfeature.COASTLINE)\n", - "\n", - "n = 1000\n", - "for i in weird_traj:\n", - " im = ax.scatter(sim_masked['lon'][i, n], sim_masked['lat'][i,n], c=sim_masked['abs_salinity'][i,n], vmin=0, vmax=38);\n", - "\n", - "plt.colorbar(im)" - ] - }, - { - "cell_type": "markdown", - "id": "e04c13c1-560e-41da-b080-0567237ccefd", - "metadata": {}, - "source": [ - "#### sim60" - ] - }, - { - "cell_type": "code", - "execution_count": 138, - "id": "e4f78b5b-68a9-4ce2-8cb5-801cb78ee61e", - "metadata": {}, - "outputs": [], - "source": [ - "sim60 = xr.load_dataset('/storage/shared/oceanparcels/output_data/data_Claudio/backtrack_SA/SA_60m_t3650_diff-False.nc')" - ] - }, - { - "cell_type": "code", - "execution_count": 154, - "id": "cd7a384f-9626-4ec4-92a1-8b4b998df2ca", - "metadata": {}, - "outputs": [], - "source": [ - "masked_60 = stuck_particles_mask(sim60)" - ] - }, - { - "cell_type": "code", - "execution_count": 155, - "id": "5792847b-411a-4dae-8119-212072c4eae2", - "metadata": {}, - "outputs": [], - "source": [ - "sim60_masked = sim60.where(masked_60 == True)" - ] - }, - { - "cell_type": "code", - "execution_count": 149, - "id": "ee367db2-13c6-492b-836d-eb7dd8ae8aad", - "metadata": {}, - "outputs": [], - "source": [ - "w_idx = find_badparticle(sim60, 'abs_salinity')" - ] - }, - { - "cell_type": "code", - "execution_count": 151, - "id": "392a193b-7a8e-4930-bf23-d6e43441d7b1", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 151, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig,ax = plt.subplots(figsize=(8,8),\n", - " subplot_kw={'projection': ccrs.PlateCarree()}, constrained_layout=True)\n", - "\n", - "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", - " linewidth=1, color='black', alpha=0.3, linestyle='--')\n", - "gl.top_labels = False\n", - "gl.right_labels = False\n", - "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", - " linewidth=0.5, color='black', alpha=0.5, linestyle='--')\n", - "gl.top_labels = False\n", - "gl.right_labels = False\n", - "\n", - "# ax.set_extent([0, 40,-60.916664, -20], crs=ccrs.PlateCarree())\n", - "\n", - "ax.add_feature(cfeature.OCEAN)\n", - "ax.add_feature(cfeature.LAND, zorder=1)\n", - "# ax.add_feature(cfeature.COASTLINE)\n", - "\n", - "n = 1000\n", - "for i in w_idx:\n", - " im = ax.scatter(sim60['lon'][i, n], sim60['lat'][i,n], c=sim60['abs_salinity'][i,n], vmin=0, vmax=38);\n", - "\n", - "plt.colorbar(im)" - ] - }, - { - "cell_type": "code", - "execution_count": 156, - "id": "36316854-d74e-4b91-b819-8166d6686353", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 156, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig,ax = plt.subplots(figsize=(8,8),\n", - " subplot_kw={'projection': ccrs.PlateCarree()}, constrained_layout=True)\n", - "\n", - "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", - " linewidth=1, color='black', alpha=0.3, linestyle='--')\n", - "gl.top_labels = False\n", - "gl.right_labels = False\n", - "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", - " linewidth=0.5, color='black', alpha=0.5, linestyle='--')\n", - "gl.top_labels = False\n", - "gl.right_labels = False\n", - "\n", - "# ax.set_extent([0, 40,-60.916664, -20], crs=ccrs.PlateCarree())\n", - "\n", - "ax.add_feature(cfeature.OCEAN)\n", - "ax.add_feature(cfeature.LAND, zorder=1)\n", - "# ax.add_feature(cfeature.COASTLINE)\n", - "\n", - "n = 1000\n", - "for i in w_idx:\n", - " im = ax.scatter(sim60_masked['lon'][i, n], sim60_masked['lat'][i,n], c=sim60_masked['abs_salinity'][i,n], vmin=0, vmax=38);\n", - "\n", - "plt.colorbar(im)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8d82c889-381d-4622-aa80-ef07651f7722", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "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": "3.11.6" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/notebooks/analysis_functions.py b/notebooks/analysis_functions.py new file mode 100644 index 0000000..03e8ad9 --- /dev/null +++ b/notebooks/analysis_functions.py @@ -0,0 +1,236 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- +""" +Created on Tue Mar 14 15:24:39 2023 + +@author: claudio pierard +""" +from glob import glob +import numpy as np +import matplotlib.pyplot as plt +import matplotlib.cm as cm +import matplotlib +import cmocean.cm as cmo +import seaborn as sns +# from matplotlib.gridspec import GridSpec + +import cartopy +from cartopy import geodesic +import cartopy.crs as ccrs +import cartopy.feature as cfeature +import shapely + + +def ecdf(a, normalized=True, invert=False): + x, counts = np.unique(a, return_counts=True) + + x = np.insert(x, 0, x[0]) + + if invert: + cusum = np.cumsum(counts[::-1]) + x = x[::-1] + + else: + cusum = np.cumsum(counts) + + cusum = np.insert(cusum, 0, 0.) + if normalized==False: + return x, cusum + else: + return x, cusum/cusum[-1] + + +def filter_trajectories(data, condition): + k, _ = np.where(condition) + index = np.unique(k) + + data_relevant = data.where(data['trajectory'].isin(index), drop=True) + + return data_relevant + + +def haversine(coord1: object, coord2: object): + + # Coordinates in decimal degrees (e.g. 2.89078, 12.79797) + lon1, lat1 = coord1 + lon2, lat2 = coord2 + + R = 6371000 # radius of Earth in meters + phi_1 = np.radians(lat1) + phi_2 = np.radians(lat2) + + delta_phi = np.radians(lat2 - lat1) + delta_lambda = np.radians(lon2 - lon1) + + a = np.sin(delta_phi/2.0)**2 + a += np.cos(phi_1)*np.cos(phi_2)*np.sin(delta_lambda/2.0)**2 + + c = 2*np.arctan2(np.sqrt(a), np.sqrt(1 - a)) + + meters = R*c # output distance in meters + + return meters + + +def ridge_plot(data, xlabel ='', title='', bins=128, h_space=-0.5, alpha=1, + figsize=(8,8), cmap='tab10'): + """ + ridge_plot(data, xlabel, bins=128, h_space=-0.5, alpha=1, + figsize=(8,6)) + Plots a comparison of kernel density estimates (KDE) for a diferent + groups of data. + data : a dictionary with a 1D series per key/set (unlimited number of + keys/sets). + xlabel : the string that contains the label of the plot. + title : the title for the plot. + bins : the number of points to plot the computed KDE. + h_space : the separation between distributions, it should be negative for + them to overlap. + alpha : the transparency. + figsize : the figure size. + cmap : the colormap. Use the predefined Matplotlib colormaps. + """ + nrows = len(data.keys()) + labels = list(data.keys()) + x_colors = np.linspace(0,1, nrows) + colors = cm.get_cmap(cmap)(x_colors) + fig, axes = plt.subplots(nrows, sharex=True, figsize=figsize) + min_glob = 999 + + for i, key in enumerate(data.keys()): + val_min = data[key][~np.isnan(data[key])].min() + val_max = data[key][~np.isnan(data[key])].max() + + if val_min < min_glob: + min_glob = val_min + + # x_values = np.linspace(val_min, val_max, bins) + c = colors[i] + axes[i].hist(data[key], bins=bins, alpha=alpha, color=c) + # kernel = stats.gaussian_kde(data[key][~np.isnan(data[key])]) + # kde = kernel(x_values) + # axes[i].plot(x_values, kde, color="#f0f0f0", lw=1) + # axes[i].fill_between(x_values, kde, color=c, alpha=alpha) + rect = axes[i].patch + rect.set_alpha(0) + axes[i].tick_params(left=False, labelleft=False) + axes[0].set_title(title) + + if i == len(data.keys())-1: + axes[i].tick_params(bottom=True, left=False, labelleft=False) + spines = ["top","right","left"] + #axes[i].set_ylim(-0.05,) + axes[i].set_xlim(min_glob,) + axes[i].set_xlabel(xlabel) + + else: + axes[i].tick_params(bottom=False, left=False, labelleft=False) + spines = ["top","right","left","bottom"] + + for s in spines: + axes[i].spines[s].set_visible(False) + + depth_label = str(int(key)) + + for j,l in enumerate(data.keys()): + axes[j].text(min_glob, 0., labels[j], fontsize=8, ha="right") + + plt.subplots_adjust(hspace=h_space) + return fig, axes + + +# ## Import data for bathymetry plots ### +shp_dict = {} +files = glob('../data/ne_10m_bathymetry_all/*.shp') +assert len(files) > 0 +files.sort() +for f in files: + depth = f.split('_')[-1].split('.')[0] + # depth = '-' + f.split('_')[-1].split('.')[0] + # depths.append(depth) + nei = cartopy.io.shapereader.Reader(f) + shp_dict[depth] = nei + +depths_bathy = [d for d in shp_dict.keys()][::-1] +colors_bathy = sns.mpl_palette('cmo.ice_r', n_colors=8) +cmap_bathy = sns.mpl_palette('cmo.ice', n_colors=8, as_cmap=True) + + +def bathymetry_plot(figsize=(13, 7),alpha=1., land_zorder=5): + + fig = plt.figure(figsize=figsize) + ax = plt.axes(projection=ccrs.PlateCarree()) + # ax.set_extent((-5, 20, -40, -25), crs=ccrs.PlateCarree()) + + i = 0 + for depth in depths_bathy[:8]: + ax.add_geometries(shp_dict[depth].geometries(), + crs=ccrs.PlateCarree(), color=colors_bathy[i], + alpha=alpha) + i += 1 + + ax.add_feature(cartopy.feature.NaturalEarthFeature(category='physical', + name='land', + scale='110m'), + color='black', + zorder=land_zorder) + + gl = ax.gridlines(draw_labels=True) + gl.right_labels = False + gl.top_labels = False + + + # Add custom colorbar + axi = fig.add_axes([0.910, 0.35, 0.025, 0.3]) + # axi = fig.add_axes([0.8,0.2,0.025,0.6]) + norm = matplotlib.colors.Normalize(vmin=-6000, vmax=0) + + boundaries_bathy = (-np.array(depths_bathy[:8]).astype(int)).tolist()[::-1] + ticks_bathy = -np.array(depths_bathy).astype(int) + matplotlib.colorbar.ColorbarBase(ax=axi, cmap=cmap_bathy, norm=norm, + boundaries=boundaries_bathy, + ticks=ticks_bathy, + spacing='proportional', + extend='neither', + label='Depth (m)') + + return fig, ax + + +def bathymetry_subplots(nrows=2,ncols=1, figsize=(13, 7),alpha=1., ): + + fig, ax = plt.subplots(nrows=2,ncols=1, + subplot_kw={'projection': ccrs.PlateCarree()}, + figsize=figsize, sharey=True) + + for k in range(nrows*ncols): + i = 0 + for depth in depths_bathy[:8]: + ax[k].add_geometries(shp_dict[depth].geometries(), + crs=ccrs.PlateCarree(), color=colors_bathy[i], + alpha=alpha) + i += 1 + + ax[k].add_feature(cartopy.feature.NaturalEarthFeature(category='physical', + name='land', + scale='110m'), + color='black') + + + + + # Add custom colorbar + axi = fig.add_axes([0.910, 0.35, 0.025, 0.3]) + # axi = fig.add_axes([0.8,0.2,0.025,0.6]) + norm = matplotlib.colors.Normalize(vmin=-6000, vmax=0) + + boundaries_bathy = (-np.array(depths_bathy[:8]).astype(int)).tolist()[::-1] + ticks_bathy = -np.array(depths_bathy).astype(int) + matplotlib.colorbar.ColorbarBase(ax=axi, cmap=cmap_bathy, norm=norm, + boundaries=boundaries_bathy, + ticks=ticks_bathy, + spacing='proportional', + extend='neither', + label='Depth (m)') + + return fig, ax diff --git a/notebooks/vertical_distribution_plots.ipynb b/notebooks/vertical_distribution_plots.ipynb deleted file mode 100644 index a4d61ed..0000000 --- a/notebooks/vertical_distribution_plots.ipynb +++ /dev/null @@ -1,268 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "from glob import glob\n", - "import numpy as np\n", - "import xarray as xr\n", - "import itertools\n", - "import matplotlib.pyplot as plt\n", - "import cmocean.cm as cmo\n", - "from matplotlib.gridspec import GridSpec\n", - "from cartopy import geodesic\n", - "import cartopy.crs as ccrs\n", - "import shapely\n", - "import pandas as pd\n", - "from tqdm import tqdm\n", - "from datetime import datetime\n", - "import draft_functions as funk\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "run_for_loop = False\n", - "\n", - "# Define initial conditions\n", - "initial_depth = -5000 # int(sys.argv[1]) # 5 # 60 # 5179\n", - "lon_sample = 6.287 # 6.25\n", - "lat_sample = -32.171 # -32.171\n", - "origin = (lon_sample, lat_sample)\n", - "sim_time = 4484\n", - "# Set simulation time range\n", - "start_time = datetime.strptime('2019-01-20 12:00:00', '%Y-%m-%d %H:%M:%S')\n", - "\n", - "datelist = pd.date_range(end=start_time, periods=sim_time+1)[::-1]\n", - "end_time = datelist[0]\n", - "\n", - "# Define simulation fragmentation timescales\n", - "simulations = [10] + [i for i in range(100, 501, 100)]\n", - "simulations += [1000, 10000]\n", - "# Set depth bins for histograms\n", - "depth_bins = np.linspace(-5500, 0, 56) # creates a 100m bins" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "#%% \n", - "if not run_for_loop:\n", - " frag_into_NPs = np.load('../data/frag_into_NPs.npy', allow_pickle=True)[()]" - ] - }, - { - "cell_type": "code", - "execution_count": 49, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(1, 3, figsize=(12, 3.5), tight_layout=True)\n", - "\n", - "# for j, ft in enumerate(simulations[::-1]):\n", - "for j, ft in enumerate([10]):\n", - "\n", - " x, y = funk.ecdf(abs(frag_into_NPs[ft]['depths']), normalized=True,\n", - " invert=False)\n", - " ax[0].plot(x, y, drawstyle='steps-post', label=f'$\\lambda_f$ = {ft} days')\n", - " \n", - " x, y = funk.ecdf(frag_into_NPs[ft]['particle_index'], normalized=True,\n", - " invert=False)\n", - " ax[1].plot(x, y, drawstyle='steps-post')\n", - " \n", - " x, y = funk.ecdf(frag_into_NPs[ft]['displacement']/1e3, normalized=True,\n", - " invert=False)\n", - " ax[2].plot(x, y, drawstyle='steps-post', label=f'$\\lambda_f$ = {ft} days')\n", - "\n", - "\n", - "\n", - "# ax[0].axvline(0, ls='--', label=r\"Surface\", color='r')\n", - "# ax[0].axvline(-initial_depth, ls='--', label=r\"Sampling Depth\", color='k')\n", - "\n", - "ax[1].axvline(sim_time, ls='--', label=r\"Simulation time limit\", color='red')\n", - "\n", - "handles, labels = ax[0].get_legend_handles_labels()\n", - "handles = handles[::-1]\n", - "labels = labels[::-1]\n", - "\n", - "ax[0].legend(handles, labels, fontsize=6, shadow=True, ncol=2,\n", - " loc='upper left')\n", - "ax[1].legend(fontsize=6, shadow=True, loc='center right')\n", - "\n", - "# ax[1].semilogx()\n", - "ax[0].set_xlabel('|z| (m)')\n", - "ax[0].set_ylabel(r'ECDF: $P(x \\leq |z|)$')\n", - "ax[0].set_title('Depth of Fragmentation into NPs')\n", - "\n", - "ax[2].set_xlabel(r'$X$ (km)')\n", - "ax[2].set_ylabel(r'ECDF: $P(x \\leq X)$')\n", - "ax[2].set_title('Total Displacement as NPs')\n", - "\n", - "ax[1].set_xlabel(r'$T_{NP}$ (days)')\n", - "ax[1].set_ylabel(r'ECDF: $P(x \\leq T_{NP})$')\n", - "ax[1].set_title('Drift Time as NPs')\n", - "\n", - "gridy = np.linspace(0, 1, 11)\n", - "ax[0].set_yticks(gridy)\n", - "ax[1].set_yticks(gridy)\n", - "ax[2].set_yticks(gridy)\n", - "\n", - "ax[0].grid()\n", - "ax[1].grid()\n", - "ax[2].grid()" - ] - }, - { - "cell_type": "code", - "execution_count": 51, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "----- 10000 -----\n", - "5000 - 5500 m : 0.078857421875\n", - "----- 1000 -----\n", - "5000 - 5500 m : 0.1785888671875\n", - "----- 500 -----\n", - "5000 - 5500 m : 0.2481689453125\n", - "----- 400 -----\n", - "5000 - 5500 m : 0.2711181640625\n", - "----- 300 -----\n", - "5000 - 5500 m : 0.2989501953125\n", - "----- 200 -----\n", - "5000 - 5500 m : 0.3551025390625\n", - "----- 100 -----\n", - "5000 - 5500 m : 0.4141845703125\n", - "----- 10 -----\n", - "5000 - 5500 m : 0.4227294921875\n" - ] - } - ], - "source": [ - "for j, ft in enumerate(simulations[::-1]):\n", - " \n", - " x, y = funk.ecdf(frag_into_NPs[ft]['depths'], normalized=True)\n", - " \n", - " # x = abs(x)\n", - " \n", - " # idx_6 = np.where(x > -4000)[0][0]\n", - " idx_5 = np.where(x >-5000)[0][0]\n", - " \n", - " print('-----', ft, '-----')\n", - " # print('4000 - 5000 m: ', y[idx_6]- y[idx_5])\n", - " print('5000 - 5500 m : ', y[idx_5])" - ] - }, - { - "cell_type": "code", - "execution_count": 46, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(7549,)" - ] - }, - "execution_count": 46, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "y.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 48, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([], dtype=int64),)" - ] - }, - "execution_count": 48, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.where(x>-4000)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.where(x<=-4000)[0][0]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.11" - }, - "orig_nbformat": 4 - }, - "nbformat": 4, - "nbformat_minor": 2 -}

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