{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Hybrid ENDF/ML ACE Library Generation\n", "\n", "NucML contains many utilities to deal directly with ACE files. In this notebook, you will be shown some of these loading and manipulation capabilities and a full example on how you can use these to fix instabilities in ML-generated cross sections. This tutorial is meant to show you how the benchmark file generation utilities work. If you are using NucML automated tools for benchmark cross section generation then this notebook is meant purely to inform you how cross sections are adjusted. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:13:31.914383Z", "start_time": "2021-05-07T23:13:31.910879Z" } }, "outputs": [], "source": [ "# Prototype\n", "import sys\n", "# This allows us to import the nucml utilities\n", "sys.path.append(\"..\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:13:36.293704Z", "start_time": "2021-05-07T23:13:32.746704Z" } }, "outputs": [], "source": [ "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import os\n", "import seaborn as sns\n", "import nucml.ace.data_utilities as ace_utils\n", "\n", "pd.set_option('display.max_columns', 500)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:13:36.299705Z", "start_time": "2021-05-07T23:13:36.295704Z" } }, "outputs": [], "source": [ "sns.set(font_scale=2)\n", "sns.set_style(\"white\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading ENDF and ML ACE Files\n", "\n", "The NSX, JXS, and XSS objects are the main components of an ACE File. We can easily extract them just by specifying the isotope of interest. NucML will look for the defined ACE directory during configuration. For information on the components extracted please visit the following repository: https://github.com/NuclearData/ACEFormat" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:30:40.531458Z", "start_time": "2021-05-07T23:30:38.325959Z" } }, "outputs": [], "source": [ "nsx, jxs, xss = ace_utils.get_nxs_jxs_xss(\"92233\", temp=\"03c\")" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:30:40.536614Z", "start_time": "2021-05-07T23:30:40.532460Z" } }, "outputs": [], "source": [ "pointers = ace_utils.get_pointers(nsx, jxs)" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:30:40.556460Z", "start_time": "2021-05-07T23:30:40.538960Z" } }, "outputs": [], "source": [ "energies = ace_utils.get_energy_array(xss, pointers)" ] }, { "cell_type": "code", "execution_count": 75, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:57:02.358497Z", "start_time": "2021-05-07T23:57:02.353995Z" } }, "outputs": [ { "data": { "text/plain": [ "array([1.000e-11, 1.125e-11, 1.250e-11, ..., 2.900e+01, 2.950e+01,\n", " 3.000e+01])" ] }, "execution_count": 75, "metadata": {}, "output_type": "execute_result" } ], "source": [ "energies # Energy Grid" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:30:40.561460Z", "start_time": "2021-05-07T23:30:40.558959Z" } }, "outputs": [], "source": [ "mt_array = ace_utils.get_mt_array(xss, pointers)" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:30:40.566960Z", "start_time": "2021-05-07T23:30:40.563459Z" } }, "outputs": [], "source": [ "mt_xs_pointers_array = ace_utils.get_mt_xs_pointers_array(xss, pointers) # lsig" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:30:40.571460Z", "start_time": "2021-05-07T23:30:40.568959Z" } }, "outputs": [], "source": [ "mt_data = ace_utils.get_basic_mts(xss, pointers)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you generated ML-based ACE files, you can read them by specifying a custom path:" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:30:36.604420Z", "start_time": "2021-05-07T23:30:36.069920Z" } }, "outputs": [], "source": [ "nsx, jxs, xss_ml = ace_utils.get_nxs_jxs_xss(\n", " \"92233\", reduced=True, \n", " custom_path=\"ml/DT_B0/DT100_MSS10_MSL1_none_one_hot_B0_v1/U233_MET_FAST_001/acelib/92233ENDF7.ace\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Comparing RAW Predictions with ENDF ACE Files\n", "\n", "The `mt_array`, `mt_xs_pointers_array`, `jxs`, `xss`, and `pointers` have all the needed information to extract cross section arrays from the ACE file." ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:35:29.186783Z", "start_time": "2021-05-07T23:35:29.181782Z" } }, "outputs": [], "source": [ "mt18_info = ace_utils.get_xs_for_mt(18, mt_array, mt_xs_pointers_array, jxs, xss, pointers)\n", "mt102_info = ace_utils.get_xs_for_mt(102, mt_array, mt_xs_pointers_array, jxs, xss, pointers)\n", "mt4_info = ace_utils.get_xs_for_mt(4, mt_array, mt_xs_pointers_array, jxs, xss, pointers)\n", "mt51_info = ace_utils.get_xs_for_mt(51, mt_array, mt_xs_pointers_array, jxs, xss, pointers)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us load a sample of Machine Learning generated cross sections." ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:35:49.305976Z", "start_time": "2021-05-07T23:35:49.281477Z" } }, "outputs": [], "source": [ "u233_dt_test = pd.read_csv(\"ml/DT_B0/DT100_MSS10_MSL1_none_one_hot_B0_v1/U233_MET_FAST_001/ml_xs_csv/92233_ml.csv\")\n", "\n", "u233_dt_test[\"Energy\"] = u233_dt_test[\"Energy\"] / 1E6" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:35:52.053947Z", "start_time": "2021-05-07T23:35:50.833451Z" } }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(2, 3, figsize=(14,10))\n", "fig.suptitle('MT1, MT2, MT3 \\n MT18, MT101, MT102')\n", "axs[0, 0].loglog(energies, mt_data[\"MT_1\"])\n", "axs[0, 1].loglog(energies, mt_data[\"MT_2\"])\n", "axs[0, 2].loglog(energies, mt_data[\"MT_3\"])\n", "axs[1, 0].loglog(mt18_info[\"energy\"], mt18_info[\"xs\"])\n", "axs[1, 1].loglog(energies, mt_data[\"MT_101\"])\n", "axs[1, 2].loglog(mt102_info[\"energy\"], mt102_info[\"xs\"])\n", "\n", "axs[0, 0].loglog(u233_dt_test.Energy, u233_dt_test.MT_1)\n", "axs[0, 1].loglog(u233_dt_test.Energy, u233_dt_test.MT_2)\n", "axs[0, 2].loglog(u233_dt_test.Energy, u233_dt_test.MT_3)\n", "axs[1, 0].loglog(u233_dt_test.Energy, u233_dt_test.MT_18)\n", "axs[1, 1].loglog(u233_dt_test.Energy, u233_dt_test.MT_101)\n", "axs[1, 2].loglog(u233_dt_test.Energy, u233_dt_test.MT_102)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Smoothing 1/v Region\n", "\n", "The first step is to fix the 1/v region. NucML uses scipy's `find_peaks` functionality to replace all cross section values up to the first peak with ENDF values. " ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:42:27.143939Z", "start_time": "2021-05-07T23:42:27.135940Z" } }, "outputs": [], "source": [ "u233_dt_test_mod = ace_utils.get_hybrid_ml_xs(u233_dt_test.copy(), mt_data, mt_array, mt_xs_pointers_array, pointers, jxs, xss)" ] }, { "cell_type": "code", "execution_count": 46, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:42:31.890620Z", "start_time": "2021-05-07T23:42:30.981619Z" } }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(2, 3, figsize=(14,10))\n", "fig.suptitle('MT1, MT2, MT3 \\n MT18, MT101, MT102')\n", "axs[0, 0].loglog(energies, mt_data[\"MT_1\"])\n", "axs[0, 1].loglog(energies, mt_data[\"MT_2\"])\n", "axs[0, 2].loglog(energies, mt_data[\"MT_3\"])\n", "axs[1, 0].loglog(mt18_info[\"energy\"], mt18_info[\"xs\"])\n", "axs[1, 1].loglog(energies, mt_data[\"MT_101\"])\n", "axs[1, 2].loglog(mt102_info[\"energy\"], mt102_info[\"xs\"])\n", "\n", "axs[0, 0].loglog(u233_dt_test.Energy, u233_dt_test_mod.MT_1)\n", "axs[0, 1].loglog(u233_dt_test.Energy, u233_dt_test_mod.MT_2)\n", "axs[0, 2].loglog(u233_dt_test.Energy, u233_dt_test_mod.MT_3)\n", "axs[1, 0].loglog(u233_dt_test.Energy, u233_dt_test_mod.MT_18)\n", "axs[1, 1].loglog(u233_dt_test.Energy, u233_dt_test_mod.MT_101)\n", "axs[1, 2].loglog(u233_dt_test.Energy, u233_dt_test_mod.MT_102)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Adjusts MT2 to Conserve Unitarity\n", "\n", "By default, NucML will adjust the MT2 cross section ton conserve unitarity. Let us do this and compare the generated cross sections. We will save the ML generated cross sections and adjustments in the `Energy_Grid` dataframe." ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:43:53.497283Z", "start_time": "2021-05-07T23:43:53.227284Z" } }, "outputs": [], "source": [ "Energy_Grid = ace_utils.get_final_ml_ace_df(energies, mt_array, mt_xs_pointers_array, pointers, \n", " jxs, xss, u233_dt_test_mod.copy())" ] }, { "cell_type": "code", "execution_count": 50, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:44:21.882022Z", "start_time": "2021-05-07T23:44:20.811521Z" } }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(2, 3, figsize=(14,10))\n", "fig.suptitle('MT1, MT2, MT3 \\n MT18, MT101, MT102')\n", "axs[0, 0].loglog(energies, mt_data[\"MT_1\"])\n", "axs[0, 1].loglog(energies, mt_data[\"MT_2\"])\n", "axs[0, 2].loglog(energies, mt_data[\"MT_3\"])\n", "axs[1, 0].loglog(mt18_info[\"energy\"], mt18_info[\"xs\"])\n", "axs[1, 1].loglog(energies, mt_data[\"MT_101\"])\n", "axs[1, 2].loglog(mt102_info[\"energy\"], mt102_info[\"xs\"])\n", "\n", "axs[0, 0].loglog(u233_dt_test.Energy, Energy_Grid.MT_1)\n", "axs[0, 1].loglog(u233_dt_test.Energy, Energy_Grid.MT_2)\n", "axs[0, 2].loglog(u233_dt_test.Energy, Energy_Grid.MT_3)\n", "axs[1, 0].loglog(u233_dt_test.Energy, Energy_Grid.MT_18)\n", "axs[1, 1].loglog(u233_dt_test.Energy, Energy_Grid.MT_101)\n", "axs[1, 2].loglog(u233_dt_test.Energy, Energy_Grid.MT_102)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A nice way to plot this is by visualizing the absolute difference." ] }, { "cell_type": "code", "execution_count": 51, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:44:46.679674Z", "start_time": "2021-05-07T23:44:46.675170Z" } }, "outputs": [], "source": [ "diff_sig_1 = mt_data[\"MT_1\"] - Energy_Grid.MT_1.values\n", "absolute_diff_sig_1 = np.absolute(diff_sig_1)\n", "\n", "diff_sig_18 = mt18_info[\"xs\"] - Energy_Grid.MT_18.values\n", "absolute_diff_sig_18 = np.absolute(diff_sig_18)\n", "\n", "diff_sig_102 = mt102_info[\"xs\"] - Energy_Grid.MT_102.values\n", "absolute_diff_sig_102 = np.absolute(diff_sig_102)" ] }, { "cell_type": "code", "execution_count": 52, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:44:47.326366Z", "start_time": "2021-05-07T23:44:47.322365Z" } }, "outputs": [], "source": [ "sns.set(font_scale=2)\n", "sns.set_style(\"white\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can plot it in a 3x3 grid:" ] }, { "cell_type": "code", "execution_count": 54, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:45:44.100142Z", "start_time": "2021-05-07T23:45:34.426143Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ ":38: MatplotlibDeprecationWarning: savefig() got unexpected keyword argument \"bbox_tight\" which is no longer supported as of 3.3 and will become an error two minor releases later\n", " plt.savefig(\"figures/mc_winter_all_mt.png\", dpi=600, bbox_tight=True)\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(2, 3, figsize=(25,14))\n", "\n", "axs[0, 0].loglog(energies, mt_data[\"MT_1\"], linestyle='dashed', label='ENDF', linewidth=2)\n", "axs[0, 0].loglog(u233_dt_test.Energy, Energy_Grid.MT_1, linestyle='dotted', label='ML', linewidth=3)\n", "axs[0, 0].set_ylabel(\"Cross Sections (b)\")\n", "axs[0, 0].set_xlabel(\"Energy (MeV)\")\n", "axs[1, 0].plot(energies, diff_sig_1)\n", "axs[1, 0].set_xscale('log')\n", "axs[1, 0].set_ylabel('Absolute Difference (b)')\n", "axs[1, 0].set_xlabel(\"Energy (MeV)\")\n", "axs[0, 0].set_title('Total Cross Section (MT1)')\n", "axs[0, 0].legend()\n", "\n", "axs[0, 1].loglog(mt18_info[\"energy\"], mt18_info[\"xs\"], linestyle='dashed', label='ENDF', linewidth=2)\n", "axs[0, 1].loglog(u233_dt_test.Energy, Energy_Grid.MT_18, linestyle='dotted', label='ML', linewidth=2)\n", "axs[0, 1].set_ylabel(\"Cross Sections (b)\")\n", "axs[0, 1].set_xlabel(\"Energy (MeV)\")\n", "axs[1, 1].plot(energies, diff_sig_18)\n", "axs[1, 1].set_xscale('log')\n", "axs[1, 1].set_ylabel('Absolute Difference (b)')\n", "axs[1, 1].set_xlabel(\"Energy (MeV)\")\n", "axs[0, 1].set_title('Fission Cross Section (MT18)')\n", "axs[0, 1].legend()\n", "\n", "\n", "axs[0, 2].loglog(mt102_info[\"energy\"], mt102_info[\"xs\"], linestyle='dashed', label='ENDF', linewidth=2)\n", "axs[0, 2].loglog(u233_dt_test.Energy, Energy_Grid.MT_102, linestyle='dotted', label='ML', linewidth=2)\n", "axs[0, 2].set_ylabel(\"Cross Sections (b)\")\n", "axs[0, 2].set_xlabel(\"Energy (MeV)\")\n", "axs[1, 2].plot(energies, diff_sig_102)\n", "axs[1, 2].set_xscale('log')\n", "axs[1, 2].set_ylabel('Absolute Difference (b)')\n", "axs[1, 2].set_xlabel(\"Energy (MeV)\")\n", "axs[0, 2].set_title('Capture Cross Section (MT102)')\n", "axs[0, 2].legend()\n", "\n", "fig.tight_layout(pad=1.0)\n", "plt.savefig(\"figures/mc_winter_all_mt.png\", dpi=600, bbox_tight=True)" ] }, { "cell_type": "code", "execution_count": 55, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:45:59.925810Z", "start_time": "2021-05-07T23:45:59.922309Z" } }, "outputs": [], "source": [ "sns.set(font_scale=2.5)\n", "sns.set_style(\"white\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Or a 2x2 grid:" ] }, { "cell_type": "code", "execution_count": 56, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:46:44.287153Z", "start_time": "2021-05-07T23:46:34.467153Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ ":26: MatplotlibDeprecationWarning: savefig() got unexpected keyword argument \"bbox_tight\" which is no longer supported as of 3.3 and will become an error two minor releases later\n", " plt.savefig(\"figures/mc_winter_mt.png\", dpi=600, bbox_tight=True)\n" ] }, { "data": { "image/png": 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o6AgXFxfY2tpmOS7jZ+rIkSN4+fIldu7cicuXLyMkJAT6+vqoUaMGevbsiV69euWaY2YnICAAV69eBZB58mVOnJ2dcf/+ffj5+eWaS6fnWHktAhWUO3fuAEhrvTl37ly0adMGP/74Y57GZtyH6vnz59kelz5pOLt9qwCgfv36qFatGvz9/eHu7o7FixfnKQYiTcVCFBGVWCdOnMCcOXPEZdPpQkJCcPbsWZw9exZffvkl1q5dC3Nz8496jk2bNmHt2rVITU3NdL9CoUB8fDxev36NY8eOYeDAgZg3b97HvpQPvH37Fk+fPgUAVKtWLd+bt86fPz/XY/766y/8+uuv4s9hYWGIj48Xi1BqtRq//vortm7d+sGeNYGBgQgMDMTBgwfh4uKCmTNnflAYiI2NxejRo3Hr1q1M90dHRyM6OhqPHj3Crl278PPPP8PFxaXAxuZF7dq18fDhQ6jVakycOBHLli37IOHISBAEfP311zme8969e5gwYQJCQkIy3R8WFgYvLy94eXnBzc0Na9euzfJiVa1WY9OmTVizZs0H7/eLFy/w4sUL7N+/HwsXLsw0e7Ag7Ny5EytXrvygZ3dwcDCCg4Nx7NgxdOzYEcuWLctxf6wXL15g0qRJePPmTab7Hz16hEePHmH//v3YvXt3vnt7A8ClS5fE99bJySlPY+rXr4/y5csjODgYp0+fzlMhqqiTJD09PQwYMADjx4//pAJYvXr1YG5ujsjISBw8eJCFKCIiohLs6tWrmDBhAuLi4jLdHxYWhrCwMFy+fBlbt27F1q1bP/ii+1PG5qa4X1NeunRJ3PvHyckpX+2QLS0tsWLFilyPmzFjBo4fPy7+HBQUBH19ffHnqKgoTJ8+HRcuXMg0LiUlRXx9u3btwrx587IsDDx+/BgjR478YBVGREQEIiIicP36dWzduhUbN278oEDzKWNzY2RkhAoVKuD169d4+fIlfvzxR/z00085rrBJb12Wk/T8Jzk5OdP9QUFBCAoKwt9//43+/ftj9uzZWRa+4uLi8NNPP33Qqjs5ORkPHjzAgwcPsGfPHvz555+oVatW3l9wLlJSUjB37lwcOnTog8f8/f3h7++PPXv2YOLEiRg7dmyO5zp9+jRmzJiBxMTETPH7+vrC19cXx44dw6ZNm6Cjo5PvOA8cOAAgrWX9V199lacxzs7O+OWXX8TYRowYkeVx7969EwtCnTt3ztMKqoJiaWmJAQMGYPDgwdkW5LNjZ2eH0qVLIzw8HPv27cOgQYNQvnz5TMe4u7uLKwBz66bh5OQEf39/nDhxArNnz853PESahIUoIiqRzpw5g6lTp0KlUkFbWxt9+/ZFmzZtYGJigufPn8PDwwP37t3D9evXMXjwYOzdu1fc6HLRokVISEjAqFGjEBYWhjp16ogzU0qXLi0+x8GDB8X+4VZWVhg0aBC++OILGBoa4s2bN/Dy8sKxY8egUqmwZ88etG3btsD6Hmdctt24ceMCOed/rVq1CtbW1pg0aRIqVKiAu3fvZko2lyxZgl27dgEASpUqhaFDh6Jx48aQyWS4d+8etm3bhtDQUOzevRvx8fEfbKa8dOlSsZDUp08ftG/fHhYWFoiOjoavry/c3NyQkJCARYsWoVGjRplmwX3K2LwYPHgwjhw5gtTUVDx8+BDdu3eHnZ0d2rRpAwcHB9StWzfXGXwZPXv2DEOGDEFCQgL09fUxcOBANGvWDCYmJnj79i2OHz+O06dP4/bt2xg+fHimz2O6jDPtLCwsMGTIEDRq1Aipqam4du0aduzYgaSkJPz000+oVKkSGjZsmOfPck527tyJJUuWAAAMDAwwaNAgNG3aFHp6enj8+DF27tyJFy9e4PTp04iOjsa2bduyTdq//fZbhIWFoWvXrujSpQssLCwQEBCATZs24eXLl3j79i3mzZuHLVu25Pm9Tefp6QkgrXCTn7+Jjh07Ytu2bfD29kZcXFyWs2f9/PwQGBgImUyGDh065DjzraDNmTPno2cwZiQIAhwdHXH8+HF4eXlBqVTme68pIiIiKv5iYmIwadIkxMXFwdzcHKNGjUK9evWgq6uLN2/e4ODBg7h48SKCg4MxdepUHDx4UOyO8Cljc6MJ15SPHj0SbxfGpJ2nT5/i8ePHaNSoEcaMGQM9PT2cP39enAyVlJSEsWPH4vbt2wCAGjVqwNXVFTVq1EBCQgIuXboEDw8PJCUl4ccff4RKpco0GU6pVOL7779HWFgYDAwMMGLECDRu3BiGhoYICwvDyZMncfToUURFReH777/HmTNnxC+9P2VsXg0bNkxcGXTs2DGcPn0azZs3h5OTExwcHMRWZnl16NAhzJo1C0Bae0QXFxc0aNAA2traYiHnwYMH2Lt3L1JSUj7IR9VqNcaPHw8fHx8AaSudXF1dUb16dbx//x7Hjh3DsWPHEBoaitGjR+Po0aMwNTXF33//Ld4HpK14GjhwIADkaYKoSqXC1KlTxT2Uypcvj6FDh6JOnTpQKpXw9fXFzp07ERMTg1WrVkGhUHzQlSXd27dv8cMPP0Aul2PkyJFo3rw5dHR0cPPmTWzatAlxcXG4cuUKduzYIcabH+n7GzVq1ChTwTQnNjY2qFu3Lh48eJBjIerkyZNQq9WoVq0aqlevXqSFqD179nx0jqWrq4u5c+di8uTJiIuLQ+/evTFmzBjUrVsX8fHx8PT0FAt4derUwZgxY3I8X9OmTbFt2zYkJCTA29s7T1suEGkqFqKIqMSJi4vD7NmzoVKpoK+vjy1btmRKJOzs7NCjRw/Mnj0bBw4cwLNnz7Bq1SrxIja9tVr6jCFDQ8MPChlqtRpr164FAJiYmGD37t2oUKGC+HiDBg3QuXNn2NnZYeHChQDS+h8XVCEqODhYvF2uXLkCOed/CYKArVu3iglBxi/3b968KRahbG1tsWvXrkyreBo3boxevXph+PDh8PPzw+HDh9GmTRt06NABQNoMsKNHjwJIa2OxaNGiTM/dvHlzNG7cGKNHj4ZKpcKBAwcwe/bsTx6bV7Vq1cK8efMwZ84ccfXR3bt3cffuXQBpe+7Y2dmhadOmaNWqVY6rpQBg2rRpSEhIgIWFBdzc3DIlWfXr10fHjh2xb98+zJ49G8+ePcOGDRvwww8/iMekJ9ZAWh9qNze3TO+3o6MjHBwcMHLkSCiVSqxevRo7d+7M02c5J0FBQeJsttKlS2PXrl2ZYm/YsCF69+6NiRMn4sKFC7h27Rp27dqFYcOGZXm+sLAwLFy4EP369RPvs7OzQ7t27dC5c2dxlm1YWNgH7WVyc+3aNQBA1apV8zXbr1OnTti2bRsUCgXOnTuH7t27f3BM+mqoL7/8EpaWlkVaiCqIIlS6WrVq4fjx43j//j2ePHmCL774osDOTURERPn35s2bTMWP7JQtWzbPHRw8PT0RFRUFIG0iU8Zr+Pr168PZ2Rnff/89Tp06BT8/P/j5+YmttD9lbE405ZoyY45lbW2d53F5pVKpULFiRWzfvl0s4mRcZbJ9+3axCNWxY0f8+uuvmSa/NW3aFN27d8eQIUMQHR2N+fPno3nz5uKq+Zs3b4p73syfP/+D69q2bduiTJky2Lp1K0JCQnDhwgVxz9RPGZtXLi4uuH//vthSUqFQiJ0hAMDc3BxffvklmjZtitatW+fYDSAkJEQsajVq1Ah//vlnpgllDRo0QK9evTBz5kwcOXIEhw8fRufOnTN1Tjhw4IBYhGrfvj1WrVqV6f1u3bo1bG1tsW7dOoSEhGD37t349ttvUbt27Uyt+iwtLfOVYx07dkwsQmUVe5MmTdCrVy+4uroiODgY69evR6tWrcS9lzKKjo6GgYEBPDw8MsXQuHFjNGnSBAMGDIBarcbhw4fzXYh69+6d+JnI78ROZ2dnPHjwAPfu3cO7d+9gZWX1wTHpOVanTp3yde6C8Kk5VocOHcQVnrdv38by5cszPS6XyzF69GiMHDky1zahGd/bq1evshBFJVrBfbtBRFRMHDhwQEygJk6cmOVsNplMhrlz54r76ezbt08ckxfBwcEwMTGBkZERevfunakIlVGPHj3E2/9tyfYp4uPjxdulSpUqsPNm1KRJk2xnpW3dulW8vWLFiixbyZmZmWH16tXiTMY///xTfCwmJkZsyZHdnkotW7aEq6srJkyYkClh+JSx+dG3b1+4ubmhevXqHzyWmJiIa9eu4bfffkP37t3Rs2dPsXf2f3l7e4tfMEyZMiXb97Rfv35o2rQpgLQZWumbJANpq+/Sf54/f36W73fTpk3Rpk0bAGlFs/+2U/kYO3fuFJ939uzZWcauq6uLX375BaampgCQZavGdPXq1cv0hUE6ExMTMQFRq9X53ow4Ojpa7MGd1e8rJ+nt+QB80JIjXfrsvKJuy1fQatSoId6+d++ehJEQERERAKxbtw49e/bM9b9//vknz+fM2FYt496hGY0dOxYDBw7E9OnTxWu4Tx2bE025piyKHKtXr15ZriRSKpXYsWMHgLRi3dKlS7PswFC7dm1xr6zk5GRxciAAhIeHi7ez+/0NGTIE/fr1w9SpUzPlUp8yNj+WLVuGhQsXZllYjYyMxOnTpzF37ly0atUK48ePF6/x/8vDwwOJiYkQBAHLly/P8st+uVyOOXPmiJ+pjO8V8L89l42MjLJ9v8eOHSu2D/T29s7fi81Gei6to6ODVatWZRl7+fLlxRVcarU6U/79XwMHDsyyUNSgQQNxwuTz588/aImZm/v374u385tjpbejU6vVWeZYwcHB4iRPTcyxUlJScP369UzF64yUSiU8PT1x/fr1XM9VunRp8e8h43tOVBKxEEVEJc7ly5cBpF149u3bN9vjdHR0xMfTeyjnlY2NDY4ePYqbN29ixowZ2R5nZGQkJhr5vfDLScY2FQV53ozs7OyyvD+9FRyQttS8fv362Z6jYsWKaN68OYC0i6r3798DSGstZ2ZmBiBtn63Dhw8jKSnpg/GzZs3CxIkT0bJlS/G+TxmbX/b29jh69Cj27NmD4cOHo0aNGlm2H3n06BGGDh36QbsHADh//rx4u1mzZjk+X3qscXFxmS5C02cJWllZ5dibe/bs2fj3339x69atj9qg+b/S/5bMzc3Rvn37bI8zNTVFly5dAKR9gZHdzN6cXn/GNhYZvwTIi8DAwCzPk1fpszkvXbr0wXPfu3cPr1+/hpaWlriiT1Nl/MIg43tGREREJUeVKlXE2xMmTMhy8knt2rUxb948jBgxItOEuk8ZmxNNuabMuEqisHKsBg0aZHn/gwcPxImR3bp1+6BNd0Zdu3YVV+RcvHhRvD/j72/mzJm4evXqB8W8smXLYuHChRg9enSmPY8+ZWx+9evXDxcuXMD69evRu3fvLFfLqFQqeHp6omvXruLKmYzScywbG5scr/+NjIzElX03btwQC6JhYWF48OABAKBNmzaZVjhlpKWlhd27d+Py5cvw8PDI1+vMSnh4OB4/fgwAaNWqVZavPV2TJk1QrVo1AGlFsOwKs+n5dlY+5e8hfTUUkP0E0OxUqFABderUAZD1ZL/032mtWrUyffY0QUJCAsaMGYPVq1cjNDQUvXv3xpEjR3D//n1cvXoVK1euhI2NDZ4+fYpx48Zh//79uZ4z/f3N+J4TlURszUdEJc6zZ88ApLWMMzExyfHYjInA06dPP+qL5vSEJS4uDq9fv8arV68QEBCAR48e4ebNm2KRRK1W5/vc2ck4+zA/K7nyI7t2FG/evBEvYrMrVmVkZ2eHCxcuQK1Ww9/fH19++SUEQcDIkSOxcuVKxMbG4scff8TcuXNhb28PR0dHNG/eHLVq1cqy6PMpYz+GIAho1KgRGjVqhBkzZiAyMhLXr1/H1atXxR756bZv346yZctmaiOSMYFu1apVnp/39evXaNSoEdRqtTgTMLdWajm1r8iv1NRUvHjxAkDarNPc9hOys7MTk7Nnz56JiUdGOW0YnXFD6vRNovMqNDRUvJ3b33xWnJ2dsW3bNiQnJ+PChQuZZuWlJ0lfffVVnlviFFcZ35uM7xkRERFJY+nSpeL+QAWlVatWqFGjBp4+fYpbt26hb9++KFOmDJo1awZHR0c0a9Ys271CP2VsdjTpmjJ9shtQeDlWdoWHp0+firdzy7G0tbVRp04dXLt2Df7+/lCr1RAEAbVq1YKTkxMuXrwIf39/DB06FGZmZnB0dETTpk3RrFkzsRPAf33K2I+ho6ODdu3aoV27dgDSJkn5+vri6tWruHz5MqKjowGkTRidNm0arK2txdw9NTVVfL9ev36da5v0dImJiYiIiICVlRUCAwPF/Dyrz1hGBVkoSf+uAsh7Lu3v74+YmBi8e/cuy7b8hfX3kHGFZHaFupw4OzvDz88Pt2/fRmhoaKauHuk5liauhlqzZg2uXLkCAPj+++8xfvx48TFzc3N069YNLVq0wMCBA/H8+XPMnTsXDRo0yHFVWfr7GxUVhZSUlHy1mifSJFwRRUQlTnrSkJcvjdOX2Wcclx8BAQGYNWsWnJyc0LhxY/Ts2RPfffcd1qxZgzNnziAyMjLf58yLjDObCrLlX0bZrajJ+D5lfP+ykzFZzTh21KhRmDJlirhiLDk5Gd7e3li5ciV69uwJJycnLFq0CEFBQR+c81PGfipzc3N07NgR8+bNw7lz57Bjx45MBaKNGzciMTFR/Dl9FVh+xcTEiONTU1MBZE6OC1t0dLSYnH3K7zmjjInQf2UsHOa3aJuQkCDe/piVYHZ2dmJS999NctNn8EnRu7ygZUwg8zsjkoiIiDSDlpYWtmzZkqk9dWhoKA4fPozp06ejefPm6NevH9zd3T9Y9fMpY7OjSdeUmphjqVQqMW8AgFWrVqF79+7i+xAVFYWTJ09i9uzZaNOmDbp164bNmzdneS34KWM/VaVKldC3b1/89ttv8Pb2xuLFi8V8XqFQ4PfffxePjYmJyXZ1UG7SC1wZWxEWZY6VMTcsqL8HfX39bMdLmWOl508qlQpnz54V73/9+rW4Gk3TciyFQoF9+/YBSGthOXbs2CyPMzMzw9y5cwGkFQD37NmT43kz5mkZ33eikoYrooioxEm/wMrLipiMF7D53bDy4MGDmDNnjlgkANIuOKpUqYLq1avDzs4OzZo1Q6dOnQr8YiJ9NqFSqcxXS8F0R48exYsXL+Dg4ICGDRtmOeMmu/cvvxf9GWde/fecY8aMwYABA3D27FmcO3cO165dExOb0NBQuLm5Yd++fVi9erW4/1FBjM1JYmIiwsPDERERATs7u1w/R46OjnB3d0efPn0QEBCAqKgoPHz4UGwBkf75KFWqFLZv357nONJXN+V35lpBKcjfc2HL+Hwfu/Fsx44dsX37dly6dAlJSUnQ09PDnTt3EBwcDG1t7RzbyGiKgnifiIiIqPgrW7Ys/vzzTzx9+hSnT5/G+fPn8fDhQ6hUKqjVaty9exd3797F3r17sWPHjkwT+D5lbFY06Zoy4woVX19fdO/ePV/j161bB2NjYzg4OOTY3SErGYsEeXndGd+njNd1RkZG+OWXX/Ddd9/h1KlTOH/+PO7evSu2pHv69Cl+/fVXeHh4YNeuXZmKb58yNjcxMTEIDw9HSkpKrm39tLW10adPHzRs2BA9e/ZESkoKrl27BpVKBZlMlin/btGiBaZOnZrnONJboEmVYxXU77koZIwvt5WMWUlvz+fn54fTp0/DxcUFwP9WQ9WtW/ej2qpLKSAgQPxup2XLljn+ThwcHGBiYoKYmBhxP6zsME+jzwULUURU4piamiI0NBQRERG5HptxJlReN9sFgCdPnohFKENDQ0ycOBHt27f/YFm8SqXKcv+iT5Xe69rX1xeBgYF4/fp1nnu0A4C7uztu376N9evXY8eOHXB0dMzz2IwzxvLyHmc8JqvZZqampujTpw/69OmD1NRU3L9/H97e3jh16hSePXuG5ORkzJgxA15eXh/MxPqUsdmZNWsWjh07BgA4ceJElpsp/5eBgQH69++PJUuWAMg8gzL9NcfExKBKlSrQ1dXNUxwZX2O6wmoRktvz5vf3nJ+/pYKQsYf+x/69OTs7Y/v27UhISMDFixfRoUMHcXVUs2bNivw1FYaMK/VymklMREREJUONGjVQo0YNTJw4EdHR0fDx8cHFixdx6tQpxMbG4smTJ1i5cqV4DVtQYzPSpGvKJk2aQF9fH4mJibhy5YrY8i4v4uLi8OeffyI5ORm6urq4evVqjvs8/VfGPCljjpqd9PdJW1s7y+epUKECRo0ahVGjRiE+Ph43btzApUuXcPLkSYSHh+Pt27eYPXs2du7cWaBjs9O5c2eEhYWhdOnS8Pb2ztOYqlWrwsnJCf/++y8UCgXev3+fab9gIO19r127dp7jSCdVjvWxv2dA2hwrYx6RH+nt+W7cuIHIyEiYm5uLOZYmtuXLOME4t5bwgiDA3NwcMTExiIuLy/FY5mn0uWCZlYhKnPQe0S9evMjUpiArGWem5Kf38969e8WZWHPmzMGwYcOy7M387t27j24bkJtevXqJt93c3PI8Lr1PMwBYWlqiSZMm+XreChUqiBdHuc3sAYA7d+6It21tbcXb7969w9WrVzPNaNPS0kLDhg0xYcIEHD16FB07dgSQVsS5efNmgYzNTcaNWC9dupTncRkvGDPu1ZTeC1qpVOL69es5nuPKlSvYtm0bTp8+LbZ11NHREWeKPXnyJMfxXl5eaNGiBb755pt8veas6OjoiH8TDx48yPVznPH3XNQbzmbsN56xl3l+2NnZifuinTlzBkDJassHZH5vCnI/MSIiIio+UlJS8OzZM7H1VTpTU1N06NABixYtwpEjR8QvUc+fP18gY7OjSdeUBgYGcHZ2BgAEBwfD09Mzz2P379+P5ORkAGl7beWnCAUg0z5H9+7dy/HYlJQUPHz4EEBa7pK+giJ9P67/5gGGhoZo2bIlZs2ahRMnTogTGK9duyZ+Af4pY/OicuXKANKKL+mx50V6jqWjo4NSpUqJt9NztgcPHuT6Jf/+/fvh7u6O8+fPi/ljxv16Hj9+nOP4X375Be3bt8fw4cNz/X4hN/n5PQP/+3swMDAo8uv3gsix0v+elEolPD098fr1a/j5+UEQBI3MsTKuAE3fxzk7SqVSfN9yWzmaXpS0sLCAlhbXjFDJxUIUEZU4zZs3B5D2P/4DBw5ke1xKSgoOHjwIIK2I4eDgkOnxnGa/BQYGirdz2tz0n3/+EW9nLJoUhG7duonFL3d3d9y4cSPXMcnJyZgzZ47488iRI/O9zF4ul+Orr74CkFbU+m+imlFgYCCuXr0KIG0D3PQ+2H/88QdatmyJoUOHZlucEQQBLVq0EH9O70P/KWPzImMLtm3btuV5n68LFy4ASJsZlXFWXvrnEUCOswbVajUWLlyI5cuX47vvvsuU2KWvWAsODsatW7eyPYeXlxdCQ0Nx8+ZNWFpaivd/bFuTZs2aAUibiZexr/d/RUdHiy0WzMzMct3wt6ClJ7ZA2nv0MQRBEIuX58+fx82bN/HmzRtxI+WSION7k7EoTERERCVHly5d0LVrV0ycODHbY8qXL49q1aoBgFg8+dSxOdGUa0ogbS/a9C+CFy9enKdVXK9fv860h9GYMWPy/bxffPGFuFrm6NGjObZ2P3r0qFh8adq0qXj/yJEj4ezsjGHDhmU73tTUFA0aNBB/Ts+TPmVsXmS8nl61alWeJmsmJyfj2rVrAAB7e/tMLcvScyyFQpHj/jtv377FvHnzsGDBAixcuFD83ZYtW1a8Hj537ly2r1mtVuPcuXN49eoVnj9/LhZhP7Z9WunSpcVilJeXV457kV27dg0vXrwAkJYPFnXLtoLIsSpWrCjup3z27Flxol+DBg3EPXo1SaVKlcQ828vLC7Gxsdke6+XlJW4dYG9vn+N5099f5mhU0rEQRUQlztdffy1eIK5bt05c/ZORSqXCggUL8PLlSwBAz549P5ilkr5vUlabsabPxgKAixcvZhnHhQsXsH79evHn/Fyo54W2tjYWLVok9skeM2aMuMw9K5GRkRg3bpxYOKpXr57Ypzm/hg0bJt6ePn16lm0FoqOjMXnyZLGv9fDhw8XHWrduLd7+7bffskxiVSoVTpw4ASDtQj/9AvZTxuZF7dq1xZlbISEhGDZsWI4rkVQqFTZv3iwm1YMGDcq0Oqp9+/bizMGLFy/izz//zPI8v/76K54/fw4AaNu2LcqXLy8+5uLiIhaT5s2bJ26ym9Ht27fFwqqDg0Omfts5fZZzMnjwYDFZW7hwoZgIZZSSkoJp06aJswOHDBnyUT3EP4WRkZE4Y/bRo0cffZ7033tsbCyWLVsGAHBycvqozXmLo4yzPTPugUBEREQlR6tWrQAAb968yXZ/0oCAAHFVSr169QpkbE405ZoSSGsHN27cOABp74Orq2uOK2YePXqEIUOGiIWhwYMHf1QBTVtbG66urgDSVp/89NNPWU5kfPz4MZYvXw4A0NPTy5TPpf/+kpOT8dtvv2X5POHh4WJxp2LFimK7t08Zmxf9+/cX85uLFy9iypQpOU74i4+Pxw8//IDQ0FAAwOjRozM97urqKn4+1q1bl+UExfTPVPr7mP7+ZjwHkJa3LliwIMvi2JYtW8QcrU+fPuL9GfdYzu9+0Om5dEpKCqZOnZpljvbmzRv89NNPANImzGXMv4tK/fr1xdsFkWNdvXpVnKiriauhgLTfxcCBAwGkdV6ZOXNmlt/zvH79GvPnzweQ9rfdr1+/bM8ZFhYmfp+S8T0nKom43o+IShxjY2MsWrQI3333HRISEuDq6or+/fujdevWMDY2xosXL+Dh4SG2latcubJ4kZeRpaUlnj9/jidPnmD//v2oVasWTE1NUbFiRXTq1AlHjx4FkDajKywsDM2aNYORkRGCg4Nx+vRpnD17NtNmpLm1DPgYjo6OmDdvHubOnYu4uDh8//33sLOzQ5cuXVC7dm3o6ekhPDwcPj4+OHTokJjYVa5cGevWrYO2tvZHPW+TJk3g6uoKNzc3BAQEoHv37hgyZAgaN24MQRBw//59bN++He/evQMAdO3aFT169BDH165dGx07dsTp06dx7949dO/eHYMHD0aVKlWgra2NoKAg/PXXX2IRsVevXmLi8ilj82rp0qV49+4d7ty5g8ePH6N3795wcnJC69atUaFCBRgaGiI6Ohp+fn44fvw4nj59CiBtRuL48eMznUsul2P58uUYMmQIFAoFVq5cievXr6N3796wtrbG27dvcejQIXFFlamp6Qefx5o1a2L06NHYtGkTnjx5gp49e2LYsGGoV68e4uLi4OPjg127diE1NRV6enr4+eefM43P6bOck4oVK+KHH37AsmXLEBYWhq+//hqurq5wdHSEnp4enjx5gh07dojJmb29/UfNAC0IDg4OeP78Ofz9/ZGQkPBRvbUbNGgAKysrvHv3TmyVoYm9y7OT/m9e6dKlM7UjISIiopJjxIgROHz4MGJjY7F8+XLcunULnTp1Qrly5RAbG4v79+9j165dSEpKgkwmE4sunzo2J5p0TQkA48ePx6tXr3DkyBEEBASgV69eaNu2Ldq2bYvKlStDEAQEBQXBy8sLp06dEgsdbdq0wbRp0z76eUePHg0vLy88ePAAJ0+exPPnz+Hq6ooaNWogISEBly5dgru7u7gn6k8//ZRp1Urfvn2xa9cuBAcHw83NDc+ePUPv3r1hY2ODlJQUPHnyBLt27RLbhX377bcFMjYv9PX1sWXLFri4uCAyMhInT57E5cuX0aFDBzRt2hRWVlbQ0tJCeHg4bt68iSNHjoir0SZMmPDBnsa2traYPHkyVq5cieTkZAwbNgx9+/ZFmzZtYGhoiICAAOzcuRPPnj0DkPYF/38nYQ4YMAAnTpzAjRs3cPjwYbx8+RLffPMNKlWqhJCQEJw8eVKc3Fi5cmWMGDFCHFuqVCloa2tDoVDg2LFjaNq0KUxMTFCpUqUs90XOqGfPnjhz5gzOnTuH69evo3v37hg6dCjq1KkDpVIJX19f7Nq1S9y7avTo0fjyyy/z9X4XhNKlS6Nq1aoICAjIUxvB7Dg7O+O3334TP0eCIIjFKU00YsQIeHl54f79+zh79ix69+6Nb775BjVr1oRSqRRz8/TvXqZNm5bjft4ZtztI7zxDVFKxEEVEJVLHjh3x22+/YdasWUhISMDu3buxe/fuD45r1qwZVqxYkWUP7w4dOsDHxwepqamYNWsWgLSLxuXLl6Nt27bo378/9u7dC4VCge3bt2c5a7BXr16IiYmBp6cngoODkZiYCH19/QJ9rf3794e1tTXmzZuH4OBg3L17N8e9mzp27Ih58+bl2qc4Nz/99BO0tbWxfft2REREZDlzThAEDBkyBD/88MMHj6W3urhx4wZevnyJBQsWZPk87du3x7x58wpsbF4YGBhg69atWL16Nfbs2YPU1FScO3cO586dy/J4mUwGFxcXTJkyJcviXuPGjbF582ZMnjwZUVFRuHDhglh4ysjKygrr16/Pcr+xyZMnIzU1Fdu2bcObN2+wePHiD44xMzPDqlWrMvUeB3L+LOdm2LBhEAQBK1euRHx8PDZu3IiNGzd+cFzXrl0xf/58SWauAmmf6z179kChUMDHxyfTyrm8Sm/Pl95CUU9P76POUxylpqbCx8cHAMQWhERERFTyWFlZYd26dfjuu+8QExODM2fOiPtfZqSvr4+5c+dmak/+KWNzoynXlEDatf3y5ctRs2ZN/P7770hISMDZs2ezbSuora2N0aNHY/z48Z+0v4uOjg62bt2KKVOmwNvbG0+ePBGv3TMyMDDA3Llz0bNnz0z3GxoaYsOGDRg1ahRCQkJw7do1cQVTRlpaWvjuu+8yjf+UsXlVpUoV/PXXX1i4cCEuXbqE2NhYHDx4UOzq8F/GxsaYMmUKvvnmmywfHzVqFARBwKpVq6BQKODh4QEPD48PjrO3t8fvv//+QZ4ml8uxYcMGTJo0Cd7e3rh9+3aW3VRq1KiBTZs2Zcrj5XI52rRpg9OnTyM0NBQjR44EACxZsgRff/11ju+DIAhYvXo1fv75Zxw9ehRBQUFYtGjRB8dpaWlh0qRJ4rml0KFDB2zYsAH37t1DbGwsjI2N832OSpUqoXbt2uKqKnt7e43er1ZPTw+bN2/GlClTcPXqVTx79kxc/ZSRlpYWpk2bhiFDhuR4Pm9vbwBpE1L/W3AlKmlYiCKiEqtLly5wcHDA7t27cfHiRbx+/RrJycmwsrJC7dq1xVUu2e2f4+LigpSUFOzfvx/BwcHQ0dHJtOx+wYIF+Oqrr3DgwAH4+fkhNjYWurq6sLKyQv369dG3b1/Y29tj//798PT0hEKhwNmzZ9G9e/cCf61OTk44deoUzpw5Ay8vLzx8+BAhISFISkqCgYEBypcvD3t7e/Tu3bvAeq3LZDLMmDEDPXr0gIeHB3x8fBASEgKZTIZy5crBwcEBffv2Ra1atbIcb2xsDDc3Nxw7dgwnTpzAo0ePEBERAblcjtKlS6NRo0bo0aNHpj2WCmJsXhkZGWHWrFkYPHgwPD09cfnyZQQFBeH9+/dISEiAmZkZypUrhxYtWqBz586oWrVqjudr2rQpPD09sWfPHpw/fx4BAQGIjY2FgYEBqlWrhrZt22LAgAHZtoETBAHTp09H165d4e7uDl9fX7FVRcWKFdG6dWsMHjwYpUuX/mBsbp/l3AwdOhRt27bF7t27ceXKFQQHB0OlUsHKygoNGzZEnz590Lhx4zyfrzA4ODiIq5n+/fffjy4gOTs7i4Woli1bftTKquLI19dX7GH+MV8cEBERkeZwdHTEyZMn4eHhAW9vb7x48QLx8fEwMjJC+fLl0aJFCwwYMADW1tYFOjY3mnBNmU4QBIwYMQK9evXCsWPHcPnyZTx79gzv37+HQqGAsbExqlatCkdHR/Tp0wdWVlYF8rxmZmbYtm0bzp07h7///ht3795FREQEjIyMYGNjg7Zt2+Lrr79GmTJlshxfs2ZNnDhxAn/99RfOnz8Pf39/xMbGQl9fH1ZWVmjatCn69++fZe7yKWPzqlKlStiyZQvu3LkDLy8v+Pj4IDQ0FO/fv4dSqUTp0qVRqVIltG3bFp07d8518uTIkSPRsWNHuLu748qVK3jz5g0SExPFPca6d++Ozp07Z7u/komJCbZt24Z///0Xf//9N+7cuYOoqCjo6emhevXq6Nq1K/r27ZupFV+6JUuWwMLCAp6enoiMjISJiQnev3+fp/dBV1cXK1euxIABA7Bv3z7cvHkTYWFh0NXVFf/O+vbtm2sHi8LWvXt3bNy4EUqlEufOncvU5SQ/nJ2dxUKUprbly8jc3Bzbt2+Hp6cn/vnnH/HvVFtbGzY2Nvjqq6/g6uqa6+9PrVbDy8sLQNr3V1l9zohKEkGdsW8UERERkYbauXMnlixZAhMTE3h7e/NCPoOZM2fi0KFDcHBwwK5du6QOh4iIiIiINMC3336Lf//9F05OTtnud0wfx9fXV9zv7PTp0zm28CMqCbKeEkBERESkYfr374/SpUsjJiZG7OdOaRswnzx5EgA+2MOMiIiIiIgoO+n5w+XLl/H69WuJoylZ9uzZAwDo1q0bi1D0WWAhioiIiEoEPT09DB8+HADE9noE7N27F4mJiWjUqBE3wCUiIiIiojyrU6cOWrVqBZVKBTc3N6nDKTHevn2Ls2fPQiaTYcyYMVKHQ1QkWIgiIiKiEmPQoEGoUqUKHj58CE9PT6nDkVx8fDy2bdsGuVyOmTNnSh0OERERERFpmOnTp0NXVxd79+5FWFiY1OGUCBs2bIBCoYCLiwuqVKkidThERYKFKCIiIioxdHV1sXz5csjlcqxevRpKpVLqkCS1fft2vH//HiNHjkT9+vWlDoeIiIiIiDRM1apVMXnyZCQlJWH9+vVSh6PxXr58iUOHDqFSpUqYOnWq1OEQFRktqQOg/EtKSsKDBw9gaWkJuVwudThERETFirm5OQYOHIjdu3djw4YN6Nmzp9QhSSIkJASbN2+Gra0tevXqhaCgIKlDIioySqUSYWFhqFu3LvT09KQOh4oB5lBEREQfr23btjhx4gT27t2L1q1bo2rVqlKHpLHmzJkDpVKJyZMnIyIiQupwiESFnUMJarVaXeBnpUJ148YNuLi4SB0GEREREVGx5u7uDnt7e6nDoGKAORQRERERUe4KK4fiiigNZGlpCSDtQ2FlZSVxNERERERExcu7d+/g4uIiXjcTMYciIiIiIspeYedQLERpoPRWElZWVrCxsZE4GiIiIiKi4okt2CgdcygiIiIiotwVVg4lK5SzEhERERERERERERER0WePhSgiIiIiIiIiIiIiIiIqFCxEERERERERERERERERUaFgIYqIiIiIiIiIiIiIiIgKBQtRREREREREREREREREVChYiCIiIiIiIiIiIiIiIqJCwUIUERERERERERERERERFQoWooiIiIiIiIiIiIiIiKhQsBBFREREREREREREREREhYKFKCIiIiIiIiIiIiIiIioULEQRERERERERERERERFRodCSOgAiIiIiKlpqtRqxsbGIiYlBQkIClEql1CERieRyOQwMDGBiYgJjY2MIgiB1SERERET0mWMORcWZJuRQLEQRERERfUbUajVCQ0MRHx8Pc3NzWFlZQS6XF8sLVfr8qNVqKJVKxMXFITw8HImJiShTpgw/n0REREQkGeZQVJxpSg7FQhR9ErVaXew+1ERERJS92NhYxMfHo1KlSpDL5VKHQ5SJIAjQ0tKCmZkZjI2NERgYiNjYWJiYmEgdGhERERF9pphDUXGmKTkU94iij3Zz/3aEnN4OtVotdShERESURzExMTA3N2cCRcWeXC6Hubk5YmJipA6FqMBcPbAHkSGhUodBRERE+cAcijRFcc6hWIiij+JzcA9KPT2GhJvH8eaf9VCr2BeViIhIEyQkJMDIyEjqMIjyxMjICAkJCVKHQVQgbpw4irJPDuD5nzMQEBgmdThERESUR8yhSJMU1xyKhSjKN7VaDauUQPHnp35PEfE+TsKIiIiIKK+USiVn8pHGkMvl3AiaSozKDe3xTmYNz4RamL7BB5duB0sdEhEREeUBcyjSJMU1h2IhivJNEARU7D8NOrVa4K1QFusjnDBjoy/ehsdLHRoRERHlAfd3JE3BzyqVJKWtrWE/5Vfo1WuPFIUSK3bfwF9/Xy2WXxQQERFRZrwuJU1RXD+rLETRRxFkcpTv/R3qjl+KShUtERqZgBm/X0Lg2+LXf5KIiIiIiKg40NHVxXcDGmJUj7owkSeh+r0/4L1qJmKjmUcRERERUcnFQhR9NEGQwdTMFAvHNEX9aqXxPjYZv+25hYRAPygTYqUOj4iIiIiIqNgRBAHdnarix16VoStTQkiOgwps90NEREREJZeW1AGQ5jPQ08bckV9h46F76F1bhZC/FkGrVFlYD5wLLeNSUodHRERERERU7NRzdEBwmUUwhhympoZSh0NEREREVGi4IooKhI62HN92r47Us2ugTk2BIuw1gg78JnVYRERERERExVb5qlVQqWol8efzG1fissc2qFQqCaMiIiIiIipYXBFFBUaub4TSHUch9J+1UGgZ4pfHNTH4dhCcGtpIHRoRERFRkWrTpg2Cg4PzPW7p0qXo3bs3AODHH3/E4cOHAQC//PILunfvnuv4n3/+GQcOHED58uVx7ty5TI+5urrC19c3y3EymQy6urowNzdHjRo14OzsjE6dOkFXVzfb58rpfNmZMGECJk6cmK8xRJ8L/7t3UTHiKlLDZdjiVgFDv2kDHW227CMiIqLPA3OorJWUHIoroqhAGdVtgbJ9Z+Cu7WCEpBpjpftNnLr6UuqwiIiIiDTa4sWLER4eXmjnV6lUSExMRHBwMLy8vDBjxgx0794d9+/fL7TnJKLMqtnZIbLRMBxMboqj9xIw84/LiIhOlDosIiIiIo3EHKp44YooKnCG1e3RrzogmD/FrhOPsP7AXSQkpaJXS1sIMs7oIyIios9H48aN8eeff+b5+Oxmz0VFRWH+/PlYt27dJ8dUrlw5HDt2LNN9KpUK8fHxCAoKgqenJ9zd3fHy5UuMGDECHh4eqFatWr7Olx1tbe1Pip2opLPv1BXm9aPhv90HT19FYeXqAxjWtTZqNLaXOjQiIiKiIsEcKrOSkkOxEEWFpm/bGjDQ08bGQ/dw+IQvatxaCdseo2FYrZHUoREREREVCblcDkNDwwI515kzZ3DixAl07tz5k84jCEKWMRkbG8PKygr29vbo1KkThg4diujoaHz77bc4fvw4tLSyTh2yOx8RfZwq5U3x26SWWLPjPLq93w/1yX9wL3kq6jf9SurQiIiIiAodc6iSia35qFB1aWaLH76ujvHGZ2GQFIa3+5Yh7tFVqcMiIiIi0hgWFhYwNzcHACxcuBCRkZGF/pz169fH3LlzAQAvX74U+6wTUdEwNdLFzNGtEW1eB+8EK1Spbyd1SEREREQagzlU8cNCFBW6prXNUdoorforEwCZjp7EERERERFpDkNDQ8yePRsAEBkZiYULFxbJ83bv3l1sJ+Hu7l4kz0lE/6Oto4NW385E44nLYGSkDwBISU5GTBF8kUJERESkyZhDFT8sRFGh0y5lBduRS6FlYYMyPSfDoGpDAIBSqZI4MiIiIiLN0LlzZ7Rv3x4AcOLECZw9e7bQn1MQBHTs2BEA8Pjx4yKZRUhEHzIySWvbolKpcOXPX/B0ww949fixxFERERERFW/MoYoXFqKoSGiZlEaFUb/CqLYjAGC/51PM33INScmpEkdGREREpBnmzZsHMzMzAMD8+fMRFRVV6M9Zp04dAIBarcadO3cK/fmIKHsJcXHQiwmCkToOq3b7wPfhO6lDIiIiIirWmEMVHyxEUZER5Gnt+WITUvDPxee4/TQM8zddQti1E1Cr1RJHR0RERFTwlEol4uPj8/RfSkpKjucqXbo0fvrpJwBAWFgYFi9eXOjxlytXTrwdERGR5TFqtTpPr4/Xe0SfxsjEBPW//xVXyg6Af6IZFm3zwb5/n/Jvi4iIiEoU5lAlM4fSkjoA+vwYG+hg6bfNMHfjZXwV8TdiPYOQ8u45ynUfB0Emlzo8IiIi+n/dph7J9rFv+9jB2bEyAODU1ZdYf+Butsce/bWHeHvSqvMICIrO8riOX1XChL4NAAD+r6MwefWFbM+5alJLVKtgBgD4ff8dnL4WmOVxVW1MsXpyK/Hn9NeUMabCdPPmTTRq1ChPx/bq1QvLli3L8ZgePXrg5MmT8PLywj///IMuXbqgVatWBRBp1gwMDMTb79+/z/KYN2/e5Ok1enp6wsbGpsBiI/ocGRgaYtjIXjA+9wxuJx/B++x5WN7fDYdR02FgZCR1eERERJ895lCfjjnU/5SkHIorokgSNmWMMb9lMurpBAEAkv288O7OFYmjIiIiIir+5s+fD2NjYwDAnDlzEBsbW2jPpVAoxNuCIBTa8xBR3gmCgL5ta2DWEHu4GF1FpQQ/XNnHzbCJiIiIssMcSnpcEUWSKd+iG4LDXyLl8SWcTawL3xOJWFgxDuVKcyYfERFRcZDXGW/OjpXFmX25yTizLifVKpjl+fkn9G0gzgLMTVHN4kvXpEkTuLm5Feg5y5Ytix9//BE///wzQkJCsHTpUixZsqRAnyNdxgTNxMQky2PKly+Pc+fOFcrzE/2XUqnEN998g/v37+Phw4dShyOpJvXK45X2DDw+uRfNBgyROhwiIiICc6iCwByqZOKKKJKMIJOjfO/vYNJlEp5ZtoEagLacrfmIiIiIctOnTx80b94cAHDw4EFcunSpUJ4nKChIvF2hQoVCeQ6i/Pjjjz+46XMGFWvVQofJc2FooAcASE5MxI2TxySOioiIiKj4YQ4lLRaiSFKCIEPpBi2wcGwzLBnXDJal9AGkbdimSkmUODoiIiKi4mvhwoUwNDQEkNZeIi4ursCf4+7dtL71giCgXr16BX5+ovy4c+cONmzYAB0dHalDKbaubl4O81vbcXrTWqQqVVKHQ0RERFSsMIeSDgtRVCzo62rBysJQ/Nl75x8I2DQNqTEREkZFREREVHyVK1cO06ZNA5C22e2KFSsK9Pypqak4c+YMAMDe3l7sqU4khfj4ePzwww9wcnJCgwYNpA6n2NKvXA/xKl0cCjDGrI1XEB2XLHVIRERERMUGcyjpsBBFxc79fzxQLvgc5DFv8WLrTBajiIiIiLIxYMAAODg4AAD27duHW7duFdi5Dx06hJCQEABpbSyIpLRo0SLEx8dj0aJFUodSrDn0+Bo6A1ciydAafs8jMGX1BTx/8VbqsIiIiIiKDeZQ0mAhioqdSrYVoPr/j+bTaD1cfhqbywgiIiKiz5MgCFi8eDEMDAygVqvx/PnzAjnv3bt3sXTpUgBA7dq10b179wI5L9HHOHXqFA4dOoSFCxeidOnSUodT7NWsVg6/TWqJGhXNYBr7HInuU3Dz5HGpwyIiIiIqFphDSUNL6gCI/sukXgvIdfXw+NR+bA10QOpfd5GoADo5VpY6NCIiIqJ8USqViI+Pz/Pxcrkcenp6+XqOChUqYPLkyVi8eHGejler1R/ElJqairi4OAQEBMDT0xMHDx6EQqGAqakpVq1aBZmM89dIGiEhIZg7dy769OmDdu3aSR2OxrAw1cfS8c1xYeNV6Mek4JX/QwBdpA6LiIiIKFfMoUomFqKoWDKs8SUaVbfHwHPPsOvEI/xx4C4SEhX4uk11qUMjIiIiyrObN2+iUaNGeT6+Vq1aOHLkSL6fx9XVFadOncLNmzdzPfbNmzd5iqlq1apYs2YNbG1t8x0PUUFQq9WYMWMGjI2N8dNPP0kdjsbR0Zaj7bfT4XPiOFq16yh1OERERER5whyqZGIhiootQRDQt20NGOprY+Ohezh9LRCty4RDT08HBtUaSx0eERERUbEhCAKWLFmCHj16ICkpKd/jZTIZ9PX1YWVlhVq1aqFdu3bo2LEj5HJ5IURLlDfbt2/HtWvXsH79eiQnJyM5ORkAoFAoAACRkZHQ1tbmJtA5kMlkcOzaTfw5ITYOvltWoHr3oShftYqEkRERERFJizlU0RLUarVa6iA+V0qlEt988w3u37+Phw8f5nlcUFAQ2rZtC09PT9jY2BRihMXHpTvBqCoLRtKJXwG1GmV6fA+jL5pJHRYREZHGefToEWrXri11GER59jGf2c/xerkkcnV1ha+vb47HNGnSBG5ubrmei5+JNBc2/4YKYd54pbKEWb/5aFCzrNQhERERFXvMoUjTFMcciiuiJPTHH3/gzp07rJLmQfP6VgjashJQpgIAgs/sRtVq9tDS0ZU4MiIiIiIiKgwzZsxATEzMB/cvW7YMz549w9atW2FiYiJBZJqrcf8R8NkSiT3vqiNsiw9GdKuDbi2qQBAEqUMjIiIiohKMhSiJ3LlzBxs2bICOjg6USqXU4RR7gkwO6wGz8NZjPuJj47AkuDlqedzFtEGNoa3FQh4RERERUUlTt27dLO83NTWFIAho2rRpEUek+YxMTdFq8kIEn3qE/Z7P8OeRB4jzv40+33SFTj43+SYiIiIiyiuZ1AF8juLj4/HDDz/AyckJDRo0kDocjaFlYoFyrguBjtOQolsKV++/xYKtPkhKTpU6NCIiIiIiIo0glwkY3PkLTB9kj3p6b9HkzR5cX/UDEhLyvzcCEREREVFesBAlgUWLFiE+Ph6LFi2SOhSNIzc0Ra36tbF0fDOYGeniztMwzNl8FdFhIeB2Z0RERERERHnTomF5DO/niFgYIdqkGvT12faciIiIiAoHC1FF7NSpUzh06BAWLlyI0qVLSx2OxrItZ4plE5qjtJk+Ql4FInDzNAT//TvUKrY5JCIiIiIqKuPHj0fNmjVx48aNXI/18/PDlClT0Lx5c9StWxctWrTA999/j1u3buXrOd3c3PDw4cOPDZkyqGZnh0pjfkPbUd+K+0QlxMdLHBURERERlTQsRBWhkJAQzJ07F3369EG7du2kDkfjlbc0wrIR9fGdmSeMEI+Uh+cRdnyj1GEREREREX0W3N3d4enpmadjT548iX79+uH48eMICwuDQqFAaGgoTp06BRcXF2zZsqWQo6XsmFtaQFdHGwAQFxODB2sm4fym35CayhboRERERFQwWIgqImq1GjNmzICxsTF++uknqcMpMcpYWaLsFw3TfpBrw7iek7QBERERERF9Bvbv34+FCxfm6dh79+5h+vTpSE1Nhb29PTw8PHD16lXs2bMHDg4OUKlUWLlyJc6fP1+4QVOuAm7eQCnVe+iEPMDSrd6IS1RIHRIRERERlQBaUgfwudi+fTuuXbuG9evXIzk5GcnJyQAAhSLtwj4yMhLa2towNjaWMkyNI8jkKN9zAiKNTaBXsQ70K9eDWq1GZEwSLEz1pQ6PiIiIiKhESUlJwbJly+Du7p7nMWvWrEFKSgqqV6+Obdu2QVc3bS8ic3NzbN26FUOHDsWNGzewYsUKODk5QSbjfEmp2LVuAz9dXew59Rovn0bhhzUX8PMwB1QoyzyViIiIiD4er/CLiJeXF9RqNcaPHw9HR0fxv9u3b0OpVMLR0RHjx4+XOkyNJAgyWLQbCsMaXwIA3E89xre/eOFxYKTEkRERERERlRxnz55F165dxSJUnTp1ch0TEBCAy5cvAwDGjRsnFqHSaWtrY9q0aeKx+d0vigpenabNMGtSd1S2NkFwWDz+/mM97nrlrQUjEREREVFWuCKqiMyYMQMxMTEf3L9s2TI8e/YMW7duhYmJiQSRlSxKlRqB72IQn6jAgo0XMLfuc1TtNhRaJhZSh0ZEREREpLFiYmIwYcIEAICBgQF++OEHVKtWDYMHD85x3KVLlwAAcrkcTk5Zt9G2s7ODhYUFIiIi4OnpCXt7+4INnvKtrLkBVkxsgV07j6F92HUovW8gwLoSqtaqJnVoRERERKSBWIgqInXr1s3yflNTUwiCgKZNmxZxRCWTXCbgx8FfYt1f11HjmRu0X77Fi61PUHnoAmiXspI6PCIiIiIijSWXy9G1a1dMmjQJ5cqVg4+PT65jHj16BACoUKFCtm3IBUFArVq14O3tDT8/vwKNmT6evq4WRo7oDm+3t4hPVsO5ZlWpQyIiIiIiDcVCFJU4crkMo5sb4c3LkLSfEyJw58JFfNmzn8SRERERERFpJn19fZw5cwY2Njb5GhccHAwAuY6ztrYGAAQFBX1cgFQo5HIZnIaOg1qthiAIAIAgf39o6+ihbMX8fRaIiIiI6PPFPaKoRDKoVAfW/X6EUtDC8YQGWHhZFxdvM6klIiIiIvoY2tra+S5CAcD79+8BINvVUOnSH8+qnTlJL70IFfM+Cu/2LsG7XT/i0e27EkdFRERERJqChagMxo8fj5o1a+LGjRu5Huvn54cpU6agefPmqFu3Llq0aIHvv/8+35vrurm54eHDhx8bMuXAsHpjVB63BtZt+sPawhD1qpaWOiQiIiIios9KcnIyAEBPTy/H43R1dTMdT8WTWq1CkpYJYpR6mLfHH6evBUodEhERERFpABai/p+7uzs8PT3zdOzJkyfRr18/HD9+HGFhYVAoFAgNDcWpU6fg4uKCLVu2FHK0lFfapazQp20NrJnSCqVM0pJflUqF5JAXEkdGRERERFTyyeVyAP9bUUOazdTcHF9N+QUBdUYgQamF3/ffwaZDd6FQKKQOjYiIiIiKMRaiAOzfvx8LFy7M07H37t3D9OnTkZqaCnt7e3h4eODq1avYs2cPHBwcoFKpsHLlSpw/f75wg6Z80dNN2w5NpVLh0p+r8XrLdMQ+uCxxVEREREREJZu+vj4AICkpKcfj8rpyiqSnpa2NoX0c8V2/BtCSC1DdOgyf36YhKjxC6tCIiIiIqJj6rAtRKSkpWLBgAWbNmgW1Wp2nMWvWrEFKSgqqV6+Obdu2oXHjxjA3N0ejRo2wdetW2NvbQ61WY8WKFVCpVIX8Cii/gi4cQYVwb8igQuiRVYh/fk/qkIiIiIiISqz0vZ9iY2NzPC59b6hSpUoVekxUMNo7VMKSEY3QVM8fVoogPLrN3IqIiIiIsvbZFqLOnj2Lrl27wt3dHQBQp06dXMcEBATg8uW0VTTjxo0T+5in09bWxrRp08Rj87tfFBW+co2doDS2AgDcT6mANefjoUhVShwVEREREVHJZGtrCwB4+/Ztjse9e/cOAGBtbV3oMVHBqV3TBtZDlyG41kA4tm8tdThEREREVEx9loWomJgYTJgwAYGBgTAwMMCcOXMwY8aMXMddunQJQFqfcycnpyyPsbOzg4WFBQDkec8pKjpaJhaoMmIJlLXa4oCyDa76hWLBFh8kJadKHRoRERERUYlTvXp1AEBgYCASEhKyPEatVuPRo0cAgC+++KLIYqOCUcbGBi37fC3+/MLPDxd3boRSyQl/RERERJTmsyxEAWnFpB49euD48eNwcXHJ05j05KhChQpii4n/EgQBtWrVAgD4+fkVTLBUoOSGpqj+9XgsHN8SZsa6uPMsDLM3XUFcIjfYJSIiooJRs2ZN8b86deogKioqT+NUKhVatGghjnV1dc30eFBQkPjYunXrCiFyooLVsmVLAIBCoRAn9v3XnTt3EBkZCQBo0aJFkcVGBS8lORkRf/8Km6CzOLRhExI54Y+IiIjyiDlUyfZZFqL09fVx5swZrFixAuXKlcvzuODgYACAjY1Njselt5MICgr6+CCp0NmWM8Xyb5vDspQ+4hIVSHjkjbBjf0Ct4sw9IiIiKjipqan4999/83TszZs3ERoaWsgRERWdihUromHDhgCAtWvXIj4+PtPjCoUCv/76KwCgRo0acHR0LPIYqeDo6OpCu+kg+CutsedFWUxfdwnvIuJzH0hERESUAXOokuezLERpa2vnWkzKyvv37wEg29VQ6dIfT99wl4qvcpZGWP5tC8zpqI+4038g9q4nQg//BnUqV0cRERFRwTl9+nSejjtx4kQhR0JU9GbOnAlBEODv7w9XV1dcu3YN79+/x507dzBy5Ehcv34dgiBg8uTJEARB6nDpE9m1boPaY5agjKUpXr6NwdTV5/HA96bUYREREZGGYQ5VsnyWhaiPlZycDADQ09PL8ThdXd1Mx1PxZllKH9rv/ID/XwkV/jIAwW8jJI6KiIiISoIaNWoAAK5evZrrJCWlUokzZ84AAEqXLl3osREVFTs7O8yfPx8ymQx+fn4YMmQIvvrqK/Tv3x/Xrl0DAPz4449o06aNxJFSQalQ1gQrv28J+9pl0Vp9DbpnlsL74F6pwyIiIiINwByqZGIhKh/kcjkAcJZeCWTRcQRMmnSFQs8cS9+2xMwtd/DiTbTUYREREZGGa9WqFfT19aFQKODp6Znjsb6+vggPD0eVKlVQvXr1IoqQqGj0798fBw4cQNeuXVGmTBloa2vDzMwMrVu3xo4dOzB06FCpQ6QCZqSvjZ+HNUG1iuZQQ4DMtKzUIREREZEGYA5VMrEQlQ/6+voAgKSkpByPy+vKKSo+BEEGi3ZDUWHEL7CtXglRccmY+Yc3Hr+MlDo0IiIi0mD6+vpwcnICkHtriZMnTwIAunTpUuhxERUEBwcHPHnyBE+ePIG9vX2ux9epUwe//vorLl26hAcPHsDHxwcbN27kvlAlmJZchlajJ0Pr6yVwbNdKvD81NVW6oIiIiKhYYw5VMrEQlQ/pez/FxsbmeFz6ksFSpUoVekxUcARBgIGZGeaMcIBjPWvEJyowe9MV3Lt+G6kxbNVHREREH8fZ2RkAcPnyZcTFxWV5TGpqqthSolOnTkUWGxFRUahS+38zlP3v3sXt5WPgf/euhBERERFRccYcquRhISofbG1tAQBv377N8bh3794BAKytrQs9Jip42lpyzHC1Rxv7CjBOfQ/1qZV4sXUmFO/fSR0aERERaaDWrVvn2lri6tWreP/+PWrVqoWqVasWcYREREUn+Nx+WCAKPof24uLtIKnDISIiomKIOVTJw0JUPqT3mQwMDERCQkKWx6jVajx69AgA8MUXXxRZbFSw5HIZvutTF1MsL8BYlgR5QgTe7V0KtUopdWhERESkYfT19dGyZUsAwKlTp7I85sSJEwDYUoKISj7HcbPwyKI19sfZ45fdN7Hz+EMoVWqpwyIiIqJihDlUycNCVD6kf/gVCgUuXbqU5TF37txBZGTavkItWrQostio4Mm1dWDbexxUMi1ASxeWXcdBkMmlDouIiKjIRF7ci+eLv8bzxV8j8uLeDx6P+HeH+HjUtX8+eDzs+Abx8ZhbZz54POTvVeLjcQ8+vLZ6t3eJ+Hj80+sfPP7GbY74eGLggw8eD9o6TXw8+W1AXl92oUhvLeHt7f1Ba4mMs/zYUoKISjodPT10HvMtRvRsAJlMwKFzT3B07a+IjYqWOjQiIqJPlp5/ZJSe12TMaWJuncHzxV8j7PgG8b7U2Eg8X/w1AteMzDQ+Pa/JmNOk52oZ87TktwF4vvhrBG2dlml84JqReL74a6TGRor3pedqGfO0+KfX8Xzx13i3d0mur6koMIcqWViIyoeKFSuiYcOGAIC1a9ciPj4+0+MKhQK//vorAKBGjRrcdLcEMKzWGOVd5sCq7wzo2dSCWq3GzcchUodFREREGqZVq1YwMDBAcnIyzp8/n+kxb29vREdHo379+qhQoYI0ARIRFSFBENCtRRUsGOWIXiZ3UT/+Km5tmAMVV0YRERHR/2MOVbJoSR2Appk5cyb69+8Pf39/uLq6Yvr06ahZsyYCAwOxatUqXL9+HYIgYPLkyRAEQepwqQDoV6wj3t55/CEOevmjT5vqcO1UEzKukCIiIqI8SG8tcfLkSZw6dQpdu3YVH2NLCSL6XNnVsITl4CEI3LMc+o79IJMxhyYiIs1W5eeDH9xn1f+nD+4zadQBJo06ZLpPy9g8y/E2I3754D5zp/4wd+qf6T5d66pZjq/0/ZYP7rPsMg6WXcZlus+wxpdZjs/qvqLAHKpkYSEqn+zs7DB//nzMmzcPfn5+GDJkyAfH/Pjjj2jTpo0E0VFhsy1nCrlMwNFzfqj7ZBOqd+gDk7pswUhERCVTVslNRhbthsKi3dBsH88qucmobM/JQM/J2T6eVcKWUTnXBTk+nlXCJqVOnTrh5MmTuHTpEhISEmBgYICUlBR4enpCEAS2lCCiz1I5W1tYTv8d2lr/+3ri5aNHqFizJmQyNnEhIiL6nDGHKjl4VfcR+vfvjwMHDqBr164oU6YMtLW1YWZmhtatW2PHjh0YOnSo1CFSIWnZyAY/uTbAGBMvlEoMQtiR1Yi6eVrqsIiIiEgDtGzZEgYGBkhKShJbS1y8eBFxcXFo3LgxypYtK22AREQSyViEenrzBlIOzsHFdfORnKyQMCoiIiKSGnOokqNYrYh6+fIlAgMDERoaivj4eMhkMhgYGKBs2bKwtbWFjY1NoT23g4MDnjx5kufj69SpI+4HRZ+XRlVM8MJcBsQAAoCTV1/i6/pK6GizTR8RERFlT09PD61atcKJEydw+vRpdO7cGSdPngQAdO7cWeLoSFNJmUMRFYb4qPfQgwyB4Qr8s+EKfh7WBBam+lKHRURERBJgDlVySFqISkpKwunTp+Hp6QkfHx/ExMTkeLy5uTkcHBzg7OyMVq1aQUdHp4giJfofLSMzVBmxBC92zsPpkLI49cIKsccfYnTPelKHRkRERMVcp06dcOLECVy8eBExMTHw8vKCXC6Hs7Oz1KGRhmAORSVdw7bt8bxcBVw+9BLvXkdhyuoLmDnkS9SqbCF1aERERCQB5lAlgySFqNDQUGzZsgWHDx9GXFwcAECtVuc6LiIiAidPnsTJkydhamqKIUOGwNXVFUZGRoUdMlEmcgMTVB21HF3CEvHm7/vo366G1CERERGRBkhvLZGQkIBffvkF8fHxaNasGSws+AUr5Yw5FH1OqtSuhZXf22L5rht4GBCCwJ1zEWXXCl/17CN1aERERFTEmEOVDEVaiEpISMC6devg4eGBlJQUMXGytLRErVq1UL16dVSuXBnGxsYwNjaGIAhITExEeHg4goOD8ejRI9y/fx/R0dGIiorC2rVrsW3bNri6umL48OFMpqhICVraqGytjcXjmon3KZVKRNz8F5b27SDI2KqPiIiIMtPV1UXr1q1x/Phx7N+/HwA+eoNdPz8/8Rw5ad++PczMzD7qOUh6zKHoc2VqpIsFYxxxbNceVH/zFlH3/0Fki3YwtzCTOjQiIiIqQsyhSoYiK0R5enpiwYIFCA0NhVqtRvXq1dGjRw+0bNkS1atXz/N51Go1Hjx4AE9PTxw7dgxBQUHYsGED/v77byxevBiOjo6F+CqIsqdSqXBp0y+o+P46Ev1voWK/HyBoaUsdFhERERUznTp1wvHjx6FWq6GtrY0OHTp81Hm8vLzg5eWV63F169ZlEqWhmEPR505LLkPPYS64elAOHasqLEIRERF9pphDab4iKUTNmjULBw8ehFqtRps2bTB69Gg0aNDgo84lCALq1auHevXqYdKkSbh48SJ27twJb29vDB8+HP369cP8+fML9gUQ5UH0w2uo+P46AED54gZeXTyKSm16SxwVERERFTdOTk4wNDREfHw8mjdvDlNTU6lDomKIORTR/zh+PSDTz9ePHYFl1RqoXLu2RBERERFRUWIOpfmKpBB14MABNGrUCDNmzICdnV2BntvJyQlOTk64e/cuVq5ciX379jGJIkmY1XFEUlAXJN48jlvJlXHkgi7m14xGlfL8h5GIiOhz8+TJk2wf09XVxa1bt3Icv2PHjizvt7GxyfHcVHIwhyLK2tObN2B2xw0Jd7Tg23EumnzJYhQREVFJwByqZCuSQtRvv/2Gzp07F+pz2NnZwc3NDadOnSrU5yHKjiAIsOo4DO+tquL+NRminkXipz8uY+5IR9S2NZc6PCIiIiLSIMyhiLJmU6s2rl+sBf9I4O+/nmJQlAz92tWAIAhSh0ZERERE2ZAVxZMUdgKVkbOzc5E9F9F/CYIA8wYtMWtkUzjWs0Z8Uipmb76Chy8ioFIkSx0eEREREWkI5lBEWTMwNESL7xfApOUgCAKw+9RjrN5xAQmxcVKHRkRERETZKJJCFNHnRltLjhmu9mhjXwHWFoawDL+FoE2ToIh8K3VoREREREREGk0mk6Fvu1qYNdwBxrpAw1ceuL9uKt69ei11aERERESUhSJpzZcfKpUKr169QnR0NHR0dGBmZgZra2upwyLKN7lchu/7N0TkgyuIOfYHoFbhza5ZsB40HzqlbaQOj4iIiIhKCOZQ9Llq8oUVlg2vj9C9RwClEkqh2H3FQUREREQoRoWoCxcuYM+ePfDx8UFSUlKmx8zMzNCiRQsMGTIEderUkShCovyTyQQYGBogVq4FdWoK3qfq4uGDaHRqxUIUEREREX0a5lBEQMVqtjAbtxJvg96hfIW0AqxKpYJMxgYwRERERMWF5IWohIQETJ06FefPnwcAqNXqD455//49jh49imPHjmHkyJGYMmVKEUdJ9PEMqjaE1cDZCDq+FSsCvkTsUX/Epmqjb9vq3FCXiIiIiPKNORRRZibm5jAxNxd/vrLPDanhwWg6aip0dHUljIyIiIiIgGJQiBo3bhx8fX2hVqshk8lgb2+PL774AqVKlYJarUZERATu37+Pu3fvQq1W488//4RCocCMGTOkDp0oz/QrfoFqY1diiE8g1h+4C7eTj5CQpMCQLl+wGEVERERE+cIciih770PDYOF/ArpCKjZtOADXEX1gZsxiFBEREZGUJC1EHTt2DD4+PhAEAfb29li6dCkqVKiQ5bFPnz7FjBkz8OjRI+zYsQPt2rVD48aNizhioo8nCAI6flUZ+rpa+M3jFg56+UPrfSC6NzSGSd0WUodHRERERBqAORRRzkqVsURY5+k4e+xfnHlthNtrLmDWMAdUKW8qdWhEREREny1JmyYfPnwYAFCtWjVs27Yt2wQKAGrUqIGdO3eifPnyAIDdu3cXSYxEBc2poQ1+HtYEFXSiYffSDWFHViPq5mmpwyIiIiIiDcAciih3NRo1Rp/vv0PNiqUQ9j4RS34/gesnj0sdFhEREdFnS9JC1MOHDyEIAkaOHAkdHZ1cjzcxMcHo0aOhVqtx48aNIoiQqHB8+YUVJld9CkNZCgQA7y/sgTIxVuqwiIiIiKiYYw5FlDcWpvpYMr4Z2jWyxmA9T1jc2obLhw5IHRYRERHRZ0nSQlRCQgIAwNbWNs9jateuDQCIjo4ulJiIikqVb2ZAbVEZgo4+yg2YBbm+sdQhERHRZ0KtVksdAlGe8LP6IeZQRHmnoy3HxIH2kNVojjC1Gao5tpQ6JCIi0lC8LiVNUVw/q5IWotJbRAQHB+d5TEREBACgTJkyhRITUVGRGxjDdthClHOZB91y1aBSqbH33yeITUiROjQiIirB5HI5lEql1GEQ5YlSqYRcLpc6jGKFORRR/shkMjQfOBR1J62DlbUlAEClUiH87VuJIyMiIk3BHIo0SXHNoSQtRDk7O0OtVsPNzS3PYw4cOABBENC2bdtCjIyoaMh0DaBbrhoAYO/ZJ9h98jF++sMbEaHhUKv4PzgiIip4BgYGiIuLkzoMojyJi4uDgYGB1GEUK8yhiD6OodH//i3xdt+Gd1un4P6lCxJGREREmoI5FGmS4ppDSVqIGjVqFKpUqYLbt2/jhx9+QGJiYo7Hr169Gp6enihbtizGjRtXRFESFY32DpVgU8YIIe/C8OzPn/DqrxVQpyqkDouIiEoYExMTREZGckYfFXtKpRKRkZEwMTGROpRihTkU0adRKpVQhfjDQEjB3hP3cORiQLFtYUNERMUDcyjSFMU5h9Iqiif5888/s32sefPmePHiBY4fP45r166hW7duqF+/PiwsLACk9TF/9uwZTp06hWfPnkFfXx/ffvstHj16BEdHx6IIn6hIlDbTx9IxTeD3x48oo46A8kUEXnosQWXXORAEQerwiIiohDA2NkZiYiICAwNhbm4OIyMjyOVy/r+GigW1Wg2lUom4uDhERkbC0NAQxsaf5z6azKGICodcLkfzyYtx7MBJ3PVV4u6RB3jxJhrf9rGDtlbxa2NDRETSYw5FxZmm5FCCugim/tSqVavA/zAFQcDDhw8L9JyaIigoCG3btoWnpydsbGykDocKkFqtRsjp7Ui4eRwAcDC1Jb4eOQRVyptKHBkREZUkarUasbGxiImJQUJCAmf2UbEil8thYGAAExMTGBsbf1QeURKul5lDFayS8JmggnfpdjBW770NE+V7DLa4jXpDpqG0tbXUYRERUTHEHIqKM03IoYpkRRQALnUnygNBEFC24zCE6xvi7J0IXHxVHvEnHmLeKM5cJSKigiMIAkxMTIrlcn0i+h/mUESFq0XD8ihnaQj/HfNQSfkat/ZsRocpc6UOi4iIiiHmUESfpkgKUbt27SqKpyEqEQRBgGXL/ujbTIWUU4/Qp011qUMiIiIioiLGHIqoaFS1MUOpUT/hlscGNHSZIHU4RERERCVSkRSimjRpUhRPQ1SiaGvJMLRrHfHn1NRUvPh7Myq36Qlt83ISRkZEREREhY05FFHRMS9bBu0m/28llFKpxI1jf6Nxlx7Q0iqyRjJEREREJZZM6gCIKHcqlQqXNyyF/IknXmz9CckhL6UOiYiIiIiIqETydtsMywceuLB6DuISUqQOh4iIiEjjFUkhyt3dHSqVqtCfR61Ww93dvdCfh6ioKSKCUT7WDwCglRKLO6ePSxwRERERERUm5lBE0rGoaYdYtT7OhJfH1DUX8TokVuqQiIiIiDRakRSiFi5ciB49euDChQuF9hxeXl7o2bMnFi1aVGjPQSQVXcsKqOA6F0q5LnySq2Lx3fLYe/YJN7AmIiIiKqGYQxFJp45jU5QdtRaJll/gTXg8flh7ETfuBEgdFhEREZHGKpJC1KhRoxAQEICxY8fCxcUFXl5eBTK7T6FQ4MiRI+jduzfGjx8Pf39/jB07tgAiJip+9CrURqVRK2HuPBYQBOw+9Rjbjz1kMYqIiIioBGIORSQtq7LmWDGhBZrZlYNxSjj0js7CpV2bi2SlIhEREVFJUyS7bk6dOhUtW7bE7NmzcfPmTdy6dQulS5dGt27d0LJlSzRu3DjPG4AmJSXBx8cH//77L86cOYOYmBio1WpUqVIFy5cvR7169Qr51RBJR8eiHDo2BQz0dfGrx00cPu8PcxM9dK6jC53SNlKHR0REREQFhDkUkfT0dLUww9UeXh6PYPAyBW/ePkeqUg0d7rZNRERElC9FUogCAHt7exw9ehTbt2/Hli1bEBYWhu3bt2P79u3Q09NDlSpVUKNGDVSsWBEmJiYwNDSEXC5HUlISQkNDERwcjMePH+PZs2dITU0FkNbPvHTp0hg+fDgGDRoEHR2dono5RJJq0bA89PW0cODcMzTXe4qgTVtR2nkUTBp3lDo0IiIiIiogzKGIpCcIAtq4DMad8xVgX68hdLTlUodEREREpHGKrBAFAFpaWhg1ahQGDhyIXbt2Ye/evQgJCUFiYiIePnyIhw8f5jg+YwsyKysrDB8+HP3794eurm5hh05U7NjXLotaskCEHtgKQI3wU5uh0tKDmV1LqUMjIiIiogLCHIqoeGjQqrV4OzU1FZf/WIKyDh1Q2+ErCaMiIiIi0gxFWohKZ2RkhPHjx2Ps2LG4dOkSPD09ce3aNbx69SrHcVWqVIGDgwM6dOiAr776CoIgFFHERMWTfsXa0C1XDclvniFSxxq7vFWYXlMBAz1tqUMjIiIiogLEHIqo+Lj+z0FUjL2LmDNPcSbVAh2aVZc6JCIiIqJiTZJCVDqZTIaWLVuiZcu0FRwxMTF4+fIlwsLCkJCQAEEQYGhoiDJlyqBSpUowMjKSMlyiYkeubwzrb+Yi+OQ2bLlbHsHvYjB70xXMG+UIYwO2WSEiIiIqaZhDEUnvy269cTn0FY6+MMbTQw/xPCQRI3vUhZacm0cRERERZUXSQtR/mZiYoH79+lKHQaRRZLr6qNDzW8xrEY9ZG6/g6asozFx/GQvGNIW5iZ7U4RERERFRIWIORVT0tLS10WrsNKT6vsLzA3dx3PsFFEEPMWhgW5SytJQ6PCIiIqJih9N1iEoIKwtDLJ/QHBXKGiHwXSx+X7cfgXtXQpWaInVoREREREREJU67JhWxdHwz1DSOR7uYw3ixeRreBb2VOiwiIiKiYoeFKKISxMJUH0vHN4djuWR8rToOpf9VvNq9EKqURKlDIyIiIiIiKnFqVTbHjFEtESW3QJhOeVhYlZE6JCIiIqJip1i15iOiT2dqpIsRjVSIv6JIu+N9MJTx0ZDp6EsbGBERERERUQlkWb48jL//FSmpSmhryQEACbFx0DXQh1wulzg6IiIiIumxEEVUApVp1R/hMhnirh+D9TdzoF3KSuqQiIiIiIiISiw9A32k79CbqlDg5oY5UMl1YT/6ZxgaG0kaGxEREZHU2JqPqAQSBAGWLfuh4rh10C1bGUqVGqv23MKtx6FSh0ZERERERFSiBfv7wzzlLcwSXmHRBk+8i4iXOiQiIiIiSbEQRVSCyQ1NAQDnb77GuRuvsXDbNVz1eYiUiDcSR0ZERERElDf+/v6YMGECmjVrhkaNGmHw4MG4evWq1GERZatS7dow6b8Qf2t1xoMQYMrqC7j7LEzqsIiIiIgkw0IU0WegjX0F9HCqCl1VInB6JV5um4nkkJdSh0VERERElKOAgAD069cPt2/fxqBBgzB58mTExMRg2LBhOHXqlNThEWWrQvVq+GFSP9jXLovYBAUOb3eH91+7oFKppA6NiIiIqMixEEX0GRAEAcO7fYEfK/igrDwaWilxCNw5F6qURKlDIyIiIiLK1i+//IKUlBTs2rUL48aNg6urK9zd3VGmTBmsWLFC6vCIcmSor41Zwx0wsIUVBhhcgXXAEdzwPC91WERERERFjoUoos+ETCZDrd6joZTrQaUW4BbZCPsuvIJarZY6NCIiIiKiD6jVaujo6MDZ2RlVq1YV7zc0NESDBg0QHByMqKgo6QIkygO5TMA3PR0Q28AFTwwaoVHrllKHRERERFTktKQOIC+eP3+OlJQU2NraQldXV+pwiDSWXoVaqDh0EW5du4V7l7WQ+iwMX7euDm0tQerQiIiIiKgAlYQcShAErF279oP7FQoFnjx5AhMTExgbG0sQGVH+fdm1B9Tq7hCEtNzrfWgYIt6+QTU7O4kjIyIiIip8xaIQFR4ejmPHjqF+/fpo1KiReP/9+/cxbdo0BAYGAkib+TZy5EiMHTtWqlCJNJ6ulS0ce9piTq0Q1K5sDm2ttIWRarVaTIqIiIiIqHj7HHOoqKgo+Pv7Y+PGjXj58iVmz54NuVwudVhEeZaebylSUuC3fREsFW/h824kHDp2kDgyIiIiosIleWs+T09PdOjQAcuXL4evr694f2RkJEaMGIHAwECo1Wqo1WrExcVhzZo1WLRokYQRE5UMjWuVhYGeNoC0ROjOxjmI9D0hcVRERERElJvPNYcaO3YsXFxccOnSJbRr1w69evWSOiSij6JWq5FqUBoJah2sPRuBHcf8oFSxZToRERGVXJIWosLCwjB16lQkJCRArVbjzZs34mM7d+5ETEwMAKBBgwYYO3YsqlevDrVaDQ8PD9y7d0+qsIlKFLVaBZ+Ni2Ea+RBRZ7ci7MI+7htFREREVEx9zjnU0KFDsX79egwZMgTnz59Hv379EB0dLXVYRPmmo6sLp29/xrtm0xAnGOKglz8WbfNBXGy81KERERERFQpJC1EeHh5ISkqClpYW5syZg1mzZomPnTx5EgBQvnx5uLm5YdKkSdi/f7+YSB08eFCqsIlKFHVKMqx1E8SfL14PQEJSqoQREREREVF2PuccytnZGe3atcNPP/2En3/+Gf7+/nBzc5M6LKKPIpPJ0KmNHRaMdoSxgTZkAd54tPY7vH7mL3VoRERERAVO0kKUt7c3BEHAgAED8M0330BHRwcA8OLFC7x69QqCIKBLly7Q1k5rH6anp4dBgwZBrVZnakFBRB9PpqsP22ELIJT7AjdVtbHjbW38tMEbUbHJUodGRERERP/BHCpN9+7dAQAPHjyQOBKiT2NX3RK/ftcCbY39YYEoPPa5JnVIRERERAVO0kLU69evAQBOTk6Z7vf29hZvN2vWLNNjVapUAQCEhoYWcnREnw+Zjj4qu86B07gfYV3aCM+Do/Hj+ksIfZ+Q+2AiIiIiKjKfUw4VFBSEDh06YO7cuR88Fh+f1sJMV1e3qMMiKnDWlsawm/gLAqv2QdtvXKQOh4iIiKjASVqIio2NBQBYWFhkuv/KlSsA0mbvNWzYMNNjgiAAABQKRRFESPT5ELS0Uba0EZZPaA7bciYIDovHntNPEHv/AlQpSVKHR0RERET4vHIoa2trpKSk4NixYwgKCsr02MaNGwEA7du3lyI0ogJnaGyE1gMGQiZL+3sNf/sW5zesQFJCosSREREREX06SQtRhoaGAJBpg9nU1FT4+PhAEAQ0btxYbCmR7uXLlwAAU1PTIouT6HNSylgPS8Y3R9fmtnCp+Aph/6zF2z0LoEzixrlEREREUvuccii5XI558+YhMTERAwcOxMaNG7F7926MGDECHh4ecHZ2RpcuXaQOk6hQPHL7BRUjfXBq3XKER7EYRURERJpN0kJUzZo1AWRuI3H+/HmxzULr1q0/GLNnzx4IgoAaNWoUTZBEnyEjfW0MbWqCGK9dAIDkoCcIPLlL4qiIiIiI6HPLoVq1agU3NzfUqFEDmzdvxvLlyxEWFoZZs2Zh1apV4movopLGpssIBMIa+8JqYfLqC3j8MlLqkIiIiIg+mpaUT96uXTv4+vpi586dMDU1RcWKFbF06VIAabPfnJ2dxWODgoKwbNky+Pn5QRAEdOjQQaqwiT4LumUrw6L9MESc3Y4wHRus8rHGtNohaFyrrNShEREREX22ilsONX78eHh6esLd3R329vY5Huvn54etW7fC19cXUVFRKFWqFBo1aoQhQ4agUaNG2Y5r3Lgxtm7dWtChExVrtnXqwLzSr7B1u4F7/uGY+Yc3prQzRosOraQOjYiIiCjfJC1E9e/fH3v27MGLFy+watUq8X5BEDBo0CCx7/m1a9cwbNgw8fFq1aqhd+/eRR4v0efGtElXyIxL49RtNeLfhWLRNh9MdWmM5nblpQ6NiIiI6LNUnHIod3d3eHp65unYkydP4ocffkBqaqp4X2hoKE6dOoUzZ85g6tSpGDlyZIHGR6TpTI10MX+0I7YeeYD3N06h/HUfnHtxC61HT+ZqQCIiItIokrbm09XVxfbt2+Hg4AC1Wg21Wg25XI4BAwZg2rRp4nE2Njbi4/Xq1cOWLVs+6HtORIXDuPZXGDfwK/RsWRWpSjV+cbuB09cCoUpJkjo0IiIios9Occmh9u/fj4ULF+bp2Hv37mH69OlITU2Fvb09PDw8cPXqVezZswcODg5QqVRYuXIlzp8/X2DxEZUUWnIZxvSuj5b2lZGqlkFpXI5FKCIiItI4kq6IAgArKyvs3LkTb968QXh4OCpWrAgzM7NMx5QvXx59+vRBq1at0LZtW150ERUxQRAwvFsdGOlrY/epxzh9+CQqX7yKigNmQL/iF1KHR0RERPRZkTKHSklJwbJly+Du7p7nMWvWrEFKSgqqV6+Obdu2QVdXFwBgbm6OrVu3YujQobhx4wZWrFgBJycnyGSSzpckKpYce/fDy3r2aFvVVrwvVaGAFifpEhERkQYoNlf45cqVQ/369T9IoIC0L8EXLVqEdu3asQhFJBFBENC/fU1839YUo4y9oK2IQ7D7AiS8uCt1aERERESfpaLOoc6ePYuuXbuKRag6derkOiYgIACXL18GAIwbN04sQqXT1tYWV3IFBATg1q1bBRIrUUlUuXoVyGRpf88hr4JwZ8UY3Dp7WuKoiIiIiHJXbApRRKQZnOxtIdc1AABoGxhD29xa4oiIiIiIqLDFxMRgwoQJCAwMhIGBAebMmYMZM2bkOu7SpUsAALlcDicnpyyPsbOzE/e2yuueU0Sfuyf/HoE5ohHi/Q/+OvMYarVa6pCIiIiIsiV5a750ERERePLkCeLj45Gampqni6jOnTsXQWRElJFOmUqwHbkUoX+vgmW3idA2LYMUhRIymQAtOWvbREREREWlqHMouVyOrl27YtKkSShXrhx8fHxyHfPo0SMAQIUKFWBsbJzlMYIgoFatWvD29oafn99Hx0f0OWk+dBwu/mWMnbd1EX/6CV6+jcWkAQ2hp1tsvuYhIiIiEkl+hfLmzRvMmzcPly9fztcMHkEQWIgikoh2KSuUG7oMgiAgVanC8l03AAAzBttDR1sucXREREREJZsUOZS+vj7OnDkDGxubfI0LDg4GgFzHWVunrbIPCgr6qPiIPjcymQytvhkMwwbvsNL9JrzvBaP8Wy+0G9Af1pUrSR0eERERUSaSLl+Ii4uDi4sLLl26BJVKBbVana//iEg66XsNvIuIx6OXEfB9+A4rN55G6IX9/PskIiIiKiRS5VDa2tr5LkIBwPv37wEg29VQ6dIfj4mJyX9wRJ+xL7+wwsrvnOBs8RrNlD54s3sO4uMSpA6LiIiIKBNJV0Tt2rULb9++hSAIsLS0RKdOnVCxYkUYGBgU2Ia6xY2/vz9Wr16N27dvIzExEXXr1sW4cePg6OgodWhEH8WmjDGWjm+OFZv/Rdv3hxF3ORaK6DCU6zoGgoyro4iIiIgKkqblUMnJyQAAPT29HI/T1dXNdDwR5V2FssZwHeeKO1sCoajkCEMjA6lDIiIiIspE0kLU2bNnAQCVK1fGvn37cp0lp+kCAgLQr18/6OvrY9CgQTAyMsLBgwcxbNgwrF69Gs7OzlKHSPRRKlmbYEajcKTeiwUAxN8/j7A67VCmag1pAyMiIiIqYTQth5LL0yYmFcciGVFJYlLKDE2nrIBc9r+/tcBHj2BdpQp0/r/QS5ovKSUVIREJqGRtInUoRERE+SJpa77AwEAIgoAxY8YU+wSqIPzyyy9ISUnBrl27MG7cOLi6usLd3R1lypTBihUrpA6P6JNU6Dwc2jWaQgUB22KdMPOvQIS9T5Q6LCIiIqISRdNyKH19fQBAUlJSjsfldeUUEWVPSy4Ti75vXrxEzMGFuL7qB0SGR0ocGRWE909u4c0v/aHcNgypyTn/m0pERFTcSFqISr9AqlKlipRhFAm1Wg0dHR04OzujatWq4v2GhoZo0KABgoODERUVJV2ARJ9IkGvBps9klOq/AArreihf2hBmxjpSh0VERERUomhaDpVeLIuNjc3xuPS9oUqVKlXoMRF9DhJjoqGEHO8TBUzb6IuAoCipQ6JPpCv73z5/b+5clTASIiKi/JO0NV+FChXw5MkTREaW/Nk5giBg7dq1H9yvUCjw5MkTmJiYaMSMRqKcCIIMFtW+wMIxCsgEAdpaaa1YVClJUKemQG7A9gGUJjUmAsrEWECZCi2zspAb8N8/IiKivNC0HMrW1ha+vr54+/Ztjse9e/cOAGBtbV0UYRGVeFXt7BBeZgX27XuA0FcJmP77ZUzqZ4cWjSpIHRp9pICQRNxJqoFnqWXR16yW1OEQERHli6Qrotq1awe1Wo3jx49LGYYkoqKicOPGDYwbNw4vX77E999/L/ZPJ9J0Bnra0NNNq3OnJCXh6tqf8XzLTKTGREgcGRUXEZ47EbxlKoK3z0Di8ztSh0NERKQxNC2Hql69OoC0loIJCQlZHqNWq/Ho0SMAwBdffFFksRGVdKWtrTFvfBu0/bICUhSpePf3alzYsgZKpVLq0OgjJF7ciWZ6TxGiNENUgkrqcIiIiPJF0kLU0KFDYW1tjWPHjuHAgQNShlLkxo4dCxcXF1y6dAnt2rVDr169pA6JqMCp1Wo8dFsB6+SXkMe+w4stP0KVFC91WFQMCPL/LchVq1IljISIiEizaFoO1bJlSwBpnSAuXbqU5TF37twRV3i1aNGiyGIj+hzoaMvxff+GmNjGDA10AmH57gpePH0udVj0EUJTjfFOaYpYlR7exxXtHlFKpQrRcclF+pxERFSySNqaDwDWrFmD8ePHY/bs2di3bx+aNWsGGxsbcVPbnHTu3LkIIiwcQ4cOxciRI+Hr6wt3d3f069cPHh4eMDU1lTo0ogIjCAKqNm2LkL/vQwYVzkZWwKv7EWj7paHUoZHEtEwsoVOmIiDTgkyXnwciIqL80KQcqmLFimjYsCFu376NtWvXonnz5jA0/N//+xUKBX799VcAQI0aNeDo6Fik8RF9DgRBQIcurXDfREBUVDxa1K4udUiUT0qlCptjWsJSiMZXus+g8woAquY2rMCs2nMbF+8EYe3U1qhszZb7RESUf5IWor788kvxtlqtxv3793H//v08jRUEQaMLUc7OzgDSWmtUrlwZ8+fPh5ubGyZMmCBxZEQFy7hOM8h09XHr/CWcfFQJJ/+6jfgkBbq3KLqLZip+jOo0h2GNLwGZHNrmVlKHQ0REpDE0MYeaOXMm+vfvD39/f7i6umL69OmoWbMmAgMDsWrVKly/fh2CIGDy5MkQBKHI4yP6XNRr0TLTz/cvXQBUatRr2UqagCjPYuJToFYDZbRi0NXgDsLCEwAMKLLn973zHBVkMfB58JaFKCIi+iiSFqLUanWOP38uunfvjvnz5+PBgwdSh0JUKAyrNUKLao0QcSEAW/95gD//foD4BAUGdKjJLxs+U+EnNyHpddpeENauC6BfsY7EEREREWkGTcyh7OzsMH/+fMybNw9+fn4YMmTIB8f8+OOPaNOmjQTREX2eQl4FQXZhI3ShwJkYJdp3bcPcrBiL+v+2eO9lpZBUsyPKlbct0ucfb3wWFbUi8CzJFkDNIn1uIiIqGSQtRC1dulTKpy9SQUFBGD58OBwdHTF//vxMj8XHp+2Zo6urK0VoREWmZ8uqMNTTwu/778D/dRQizntAz7oKjGqxBcvnRq363+a6giCXMBIiIiLNoqk5VP/+/VG3bl1s27YNvr6+eP/+PQwNDdGwYUMMGTKELfmIiljp8tZ4XK4pIgOfY/v5WPjF3ca3feygo81r8+Io1v8Olpr9hWC9aviiz8JMjyUrlLjzJBQNapaBbiH9/rS0tQA1ULMit5MgIqKPI2khqlevXlI+fZGytrZGSkoKjh07hlGjRsHGxkZ8bOPGjQCA9u3bSxUeUZFp71AJZcwNUP7dBcRcPIQYQQZ1l3EwtuMM2M+JtkU5qJUKQKWEoKMndThEREQaozjlUA4ODnjy5Emej69Tp464HxQRSUsul6Pl8Im4fOc1dPbexbkbrxESEokf+tVB6XLWUodH/5EUHYnSshToaX24Cnb3yUf4+0IA2n5ZAZMGNCqU57+FuriVUA69TCwL5fxERFTySVqI+pzI5XLMmzcP48ePx8CBA+Hi4gIjIyN4eXnh8uXLcHZ2RpcuXaQOk6hI1KtsgmDPC2k/qFV4ctkL9b9wgo42/0n6XJi3HIjU6DCoVamQsRBFRERERCSJ5g0qoJylCRZvvwaH98cRvG0nIrtMQY2GDaUOjTJo3Lk7Yh2dII9NwIGDXtATUtG1d9pk5tPXXgIAPK+/LrRC1H1Ux7ukBPQ1tiiU8xMRUclX7L71ffToEZ4+fYqoqCjIZDKYmpqiSpUqqFOnjsb3K27VqhXc3Nzwxx9/YPPmzVAoFLC1tcWsWbPg4uKi8a+PKK9k2roo57oIb/csRFC0CsufN0Tdrb74aVgT6OsWu3+WqBDE3vPC+wt7AABmTXvDvLULACA6Lhkepx+jW4sqsCljLGWIREREGqMk51BEVPiqlDfFr+Md8GDzcWilKpAq6EgdEv2HXC6HWWkLJAu6aPT4dwCAWtUGgkyOqjZmeBAQAcd6hbeSrY+hL4wUAXhx0xjWHdnNhIiI8q9YfOOrVquxc+dObN26FeHh4VkeY2ZmhqFDh2L06NGFlkyNHz8enp6ecHd3h729fY7H+vn5YevWrfD19UVUVBRKlSqFRo0aYciQIWjUKPsZKI0bN8bWrVsLOnQijSM3NIX1oPlICYmF0fY7uPMsDLM3XcG8kV/ByICJT0knyP/3vx+1KlW8vfqv27jxKARPXr3H6smtij4wIiIiDVFccigiKhnMzM3QZPJKPHvwEF80qCPer1KpIJPJJIyMMjI21MXDVAtAkKFyqgKCjhzWFoZ4EBCBxrXKFNrzVkx8Al2teIQkxxbacxARUckm+dVEYmIihg8fjuXLlyM8PBxqtTrL/96/f4/Vq1dj8ODBSEhIKPA43N3d4enpmadjT548iX79+uH48eMICwuDQqFAaGgoTp06BRcXF2zZsqXA4yMqieR6hqhSyQrLv22OMqX08STwPWb+4Y2wJ/ehVimlDo8KkdzIDFqmltCxqgot07SESa1UQPfNHXyhHQThXd73myAiIvo/9u47PqoqbeD4706fyaRX0iChhd6lqIioiMraFcsq6uq67vpa1t52da1rx7rqWlbF3hsiCtKr9A6BFNL7JJk+975/DEwYkkDAhFCe7+ezn3dm7rnnPDP4Mpx5znnOseZwmUMJIY4uJrOJfsMGh56v+nkm85+5i/raus4LSgDw85uvMuOZf7Jz8yaerz+LZ+vOQNUHF3D2LJ/FEzEfEl+8sMPGNwcaAXDZUztsDCGEEEe3Tt8Rdffdd7No0SIAoqOjOeussxg0aBAJCQkEAgGqqqpYtWoV06dPx+FwsHz5ch588EGefPLJdovh008/5eGHH25T2zVr1nDnnXfi9/sZPnw4f//738nKyiIvL4/nn3+eJUuW8PTTT9OjRw/GjRvXbjEKcTRLTbTz7xtP5IHXFmKt3EjtZ7NxZg0h4+Lb0Rlkd9TRSPN58ddVQF0FVeV5RA2dgOp2crF+JuyqyOd3XIghSmqQCyGEEHs7HOZQQoijm8/rJbDkA9Jx8OGrbzPp2mtJTbR3dljHLGvFBroEinE5T+e4iJ30YyvVK+0kDT8Fn6sRq85HbkXH7VZa603Hpnhx+s0dNoYQQoijW6cmohYtWsSMGTNQFIWxY8fy1FNPERUV1azdeeedx2233cbtt9/O3Llz+fbbb7n00ksZ8jsPz/R6vTzxxBNMmzatzfdMnToVr9dLz549eeuttzCbg1/CcXFxvPnmm1x11VUsX76cJ598krFjx8oWdiHaKCHGyqOXdafi3dfRoxLY8RtVP71N4pnXd3Zoop2pPg+V01/b44UAgYYaILxkUMDpkESUEEIIsZfOnkMJIY4NRpOJLpf9kzkffcC3ld2YPXUud185gkG9Ejs7tGPSHG04NJZzeUomXUzzGEghrrJ8ABJHnMrcWW6ctWqHjf/fhuC5UFfqLa228flV3vhqLcf1S2F4n+QOi0UIIcSRqVOzJJ9//jkAWVlZvPjiiy1OoHaLioripZdeIjs7GwjuYvo9Zs6cyaRJk0JJqH79+u3nDsjNzWX+/PkA3HDDDaEk1G5Go5E77rgj1HbFihW/K0YhjjWx6V2JGXEGAProRGJPuLCTIxIdIVBf1ew11ecFnT7sNS3gb9auPaiqRr3T2yF9CyGEEB2tM+dQQohjS2pWN8659Q6O69uFBpePx96Yw7zP5e+RzrDOmcgiTy+iExIptPTiv/Xj8GaOBCAuUMVYy2a6UdRh4w8x7eAP1t+wOUtabTN/dRHTF+Xx0H8Xd1gcQgghjlydmohasWIFiqIwZcoUTKb9l98ymUxcddVVaJrGqlWrDnpch8PBjTfeSH5+PjabjX/84x/cdddd+71v3rx5AOj1esaOHdtim0GDBhEfH1zB39Yzp4QQQYqikDzhKuJPu5rUy/6JISoet8fPloKazg5NtCednh2mXqGnmjUaNBWDPYbCnEv52jOSLWl/wBDdMastH3tnKZc9MJ0dxVLrXgghxJGns+ZQQohjk81i5N6rj+PCk3vwR9tc0jZ9xKy3/9PZYR1TAgGVeqcPRYHICBO2pAzq4vuhRQfPa1ISuvKDcxBb9d07LIb+xp2cal2PzVXWapv6RlnsJ4QQonWdWpqvqiq4Kj4nJ6fN9/Tu3RuAkpLWV2G0hV6vZ9KkSdxyyy2kpqayZMmS/d6zceNGADIyMoiMjGyxjaIo5OTksGDBAtavX/+7YhTiWBV93CQguLX/sXeWsm57FXdfOYIRfZNRFGU/d4vDnTEmme8Mp7OtdBQAD/15NN0TkgBIHj6eWQuN7KyLYaI9pkPGX5tbCcCO4jqyUqM7ZAwhhBCio3TmHEoIcWzS6xSmTOrHUu1k6lZ9QdqIkzs7pGNKXa2DkaateEzR6HUKd1wxPOz61p+/IkFfz2xH6ztkf6/h5h0ApGZlttrGbjN22PhCCCGOfJ2aiDIYDHi9Xtxud5vv2d1Wr9fvp2XrrFYrP/30E+np6Qd0X1FRcJvz/u7r0qULADt37jy4AIUQAOh0CsnxEazcUsHr784kKn052Zfchimx9X/8iiODY4/Vcns+NuqDG3V9/o6pb65pGpcnbkBXU0CkOxWQ/5aEEEIcWTprDiWEEMf94TzqT5pAZFRE6LW66mqi4+I6Maqjn6OshMvsi6giBrgOX3UJrvz1GGOTsXYbQKprC9FmFz86hnXI+Kqq4VRN2HReuvfr22q7KJuR8ZZ16NP6/K7xnNtWoPm9WHsMRWfY/85fIYQQR4ZOLc2XkZEBwMKFC9t8z+62qampBz2u0Wg84CQUQE1NsDxYa7uhdtt93eFwHHhwQogQvU7hrxcM5LITkvhLxExMjp3kvXUf7qKtnR2a+J32TD7tWcKhuLIRgNp6T4eM6y5YT//GxfQ1FROx/qsOGUMIIYToSJ01hxJCCCAsCfXbjz+w85W/sXq2HEvQkYxmMwX2ATQmBM82dxdvpfKHV3Gs/BmAr53D+NXdhziDq0PGVzWNh+rO5966S9Fb7a2205du4BzbCibU/r5zxEo/fpSyz5/CX1v+u/oRQghxeOnURNSYMWPQNI3333+fHTt27Ld9Xl4e77//PoqicPzxxx+CCMN5PMEfRi0Wyz7bmc3msPZCiIOnKArnDY8l2uQHQPV5mLV0B5qmdXJk4mB5fQHc3kDoeb0zmIjyO6pY8f1XDDblEe0q7JCxnbkrQ48tlZs6ZAwhhBCiIx1pcyghxNGrfssyrIqXWT8v4ctft8kcrYOkdc9m3M0PMu76vwOwMC/AUm9PVtUHzyevDEQyzrKRc8yLO2R8TYOusToSlRoK84pabZcYHywN6LKnHfRYqq/pdzRF36lFnIQQQrSzTk1EXX755ZhMJpxOJ1dccQUzZ85s9R8uM2fO5IorrqCxsRGDwcAf//jHQxxtUykLOaNGiEPLkpFD5pX/wmeK4q2Gcbw638W8Va3/A1gc3mo2r2CkOZdhpu1k6iuhroSAqwFvWR5/YBZX2+dya9SPuAs3tvvYMaPO5RXHqbzsOJVlWde2e/9CCCFERzvS5lBCiKPX2BsfYEuPPzLL3Ze3vl3P1I9X4vMH9n+j+F18MV2Z1jCa7RGDgs/1Vgr88fQc0HrZvN/DaNBxXvxWbo36kdyFv7bazt6tL/fXXMTLFaMPeizN31Qtw2eNP+h+hBBCHH46dXlBWloat912G48//jhVVVXcdNNNxMXFMWDAAOLi4lAUhaqqKtatW0dVVRWapqEoCrfffjtpaQe/wuJgWa1WgP3WY2/rzikhRNuZU3vQ85b/cNbaCmLXFjNmoJSWOVJpm2ZzWcSSphe2QuOmv6C3hh+u66spxZLx++qL701vi2SzP/jfTp+IjHbtWwghhDgUjrQ5lBDi6KXT6Zg4+Twic4p59sMVLFq+jZyCzxkx5Sbik5M7O7yjxvYtOzBYbXTpkoDRoCfCagSgweVD0zRSlXJmu/tywtk3dlgMXaqWAeDXtX5mk8Fkol6zElAP/qdGncnKm/XjCKBwTXkDvTJjD7ovIYQQh5dO3+c6ZcoUAJ5++ml8Ph9VVVXMmTMnrM3uFX4Gg4Hbb789dM+htvvsp/r6+n222302VGysfGEK0Z50RjMnDU1n7JC00M7Ehro6/PmriRk4tpOjE22lOpufn6f5fegjww851tSOXU0ZHy2LBYQQQhyZjqQ5lBDi6Hf8oFRS4m2sffsJevm2suqdpxl/55NSTaadFH85lVR/IRtPuImBJ52E3azDrrjwN9bh8we4ImI+AHrdTR0yfkDV8CtGDJqP6uicVtuVblnPs7HvURSIA846qLEUvYE1vgwUNNSAepARCyGEOBx1eiIKghOpU089lXfeeYcFCxawY0f4+S/Z2dkcf/zxXHnllaHDeTtDVlYWS5cupaSkZJ/tSktLAejSpcuhCEuIY87uCY3b6WLVf/5Bqn8nvpoSEsZeLJOdI4C1+1AM0Yk0rJsLgDEuFZ3JgiWtJ58Yz8dfU8plZ/TFmtmvQ8bPSLZTWNbAsJykDulfCCGEOBSOlDmUEOLY0D09hphrb2HNe8/S7ezrZV7Wjlw+DS964nbtarU3FvBo7KcU16QSCJzIJn1vGp0e3n59MQ9fP6bdx3c0eJhWPwodKj0UfavtqjatJFHRyDRUHfRYmhpgatx7ALhrsiFLyvMJIcTR4rBIREGwxMR9990HQCAQoK6uDlVViY6Oxmg0dnJ0QT179gQgPz8fp9OJzWZr1kbTNDZuDJ5r0rdvx9TnFUIElc76kFT/TgDq53+CIX0Asd3l/+8Od6utx/HltjjGHX8W543rEXYtX0thp9fOlN4nYIyL7JDxA4Hgj3Q6nUyOhRBCHNmOhDmUEOLYEd8lhZPvfDLstfUL5tNn9Bh0uk49ovyI5fEFeKl2PKDxadcsAKw2G3WqBZdixGoxcfy1t5L36i2kl78JtH8iKqBqrPAGx86m9URUwGj/3WNpPk/osd3c+lhCCCGOPIflvwT0ej1xcXEkJCQcVhOok046CQCfz8e8efNabLNq1Sqqq6sBOPHEEw9ZbEIcizInXIqSGtw187VzKA9+XU5tvWc/d4nOVlHjZHtxHcWVjUxflMfMJfmha/5d5RcM+o75eqqePY271FeZGvcu3jeu6pAxhBBCiM5wuM6hhBDHrqXffon11+eYM/Uh3F5/Z4dzRMorrkPVICM5CpMxmJiJzOzF/bUX8553AgB6nY5InZsI9n2e+cEKqBoTrat4LOYjUsoWttrOGZPN540jeL1+fGiHrqpq5Jc6UFWt1fv2pHqb3kNGn/Y9L1gIIUTnOiwTUYerzMxMhgwZAsALL7xAY2Nj2HWfz8czzzwDQK9evRg9evQhj1GIY4nOZKXbFQ9gPuUGNtlHsr2ojrtfnkd5tbOzQxP70OD0AaAo8Mpnq/ngp82haw9cMxKTQceT7y3rkLFVj/y3IYQQQgghxKFgstnxaAaWVti455UFVNW5OjukI862guBC5x4ZMaHXoiJMXD2pH1PO6ovf78cbgIdqz+PfDed1SAwBVeUM6xoidF50gdYXfnrMccz19GG9Lz2UePp89lZufGo2H/y0qU1jKUYzkYPGEzXiLBSd7IgSQoijySEpzXfmmWcCwXNdvv/++2avH4y9+zpU7rnnHiZPnsy2bdu44ooruPPOO+nduzf5+fk899xzLFu2DEVRuPXWW6UmshCHgGIwkjbqVJ7o5+bB1xezvbiOu16ax79vPIEEux6dydLZIYq91Du9ACTHBsubutzBxJS7eBuRRVsZqttMcVk8MK79B9fathJPCCGE6GxH0xxKCHFsGnzKaeR168XWj7ZQVljL35+fw31ThtOrW0Jnh3bEiFg5jXuj8/DYLg69ZjToOf/kYInzbVsL0X1yC7dFmXmgbnKHxOCv3Bl6PPriP7baLqAGq1sM7pkYKoO+cE0xAHNW7OSPE/e/w0lviWB2bTpmTy0Tqkqxxqf8ntCFEEIcRg5JImr79u0AzRIz27dvR1GUsEN192d3+85K8gwaNIiHHnqIBx98kPXr1zNlypRmbe6++27Gjx/fCdEJceyKjbTw6F+P5+E3FxNrN6Ms/ZCS4q2kXHI/elvHnDUkDpy/voaM8nmMNnvI8Fm4NGIhelTKvtqCMS6V2nmfcOmu0uIN63ti73dCu44fN/6PzKjJYu6qnZx7Wn+y27V3IYQQov0cTXMoIcSxq1v3rjxzcwpPvLuMvO07qXz3LupHnM+wM87q7NCOCJaGEpL0DvypTck7TQ1Q/O79aD4v3pF/xgLYdR5ULVgKr73Pwt2zrJ41IqLVdnpnNU/GfkCgPgq0kaDoOaMXGBw/UJ7V9t1aw/PfBSB/kYGcSZcffOBCCCEOK4ckEZWamnpArx/uJk+eTP/+/XnrrbdYunQpNTU1REREMGTIEKZMmSIl+YToJHarkYf+PJqGhZ/iWDAdgOJ37yf1yofR26I6OToB4KsuZpBjDoMiILCjnFHm4I9sjet3EDPm3LC2noqd/P7jbsPpzDacthSKA0685rh27l0IIYRoP0fbHEoIceyKtpv515/H8NObr5FSWUvRiu/wjJ+A2Szn2e3P0NumUrBpE9169w69puj0uItzUbQA9SUF7K4BcmnEAlTtD+ho50RURAJP1p1FckI0D+2jXF5kzWbMih+81aCqoNMTX7aMWEMltrJfgYn7HysgZ4kJIcTR6pAkombNmnVAr3eGkSNHsnnz5v033KVfv36h86CEEIcPi8mANzIWUACNTY4Idm6rZ/RASUQdDlR3Q+ixzhqJqinoFA3QMKV0D2+rdswk5Jt5weRXfaN3n+18fhWjQY5SFEII0TmOhDmUEEK0ldGg44zrrmfBJ3YyjxsnSag2MpnN9Bg0qNnrn1vOZ1upmwkNesyqhSidm5Hm3A6pRJ6cFMP4nAi0/CXM+VLPSeed22K74cP7Upr7JeXmrqT4NGwGqIrIZrOnEl/CIEa1YSxfXVXosWqQMvtCCHE0OSSJKCGEOJSihk1EZ7GTO28GL28dgvbucv7vYj+nHte1s0M75hlikintMhZvo4Pe3QfyRVEcVfVepvxhAJaeI3is9mxS9HWoKNzTp33L8h2Iaoebax+dybih6dw0eUinxSGEEEIIIcTRQqfTceIlV4S9tuizD+k7/nSi46RawYFoiMikJFBBgSea/9VezJU9Kpg4JhuDvv1LsJpclQwv+QRMkFvWpdV2th5Dud99LfXVXt4PBDNi/1lhwucfA1ug+cEWze2ZR1Otsb8vcCGEEIeVTk1EvfTSSwBceumlxMfHt+mewsJCXnnlFZxOJ1OnTu3I8IQQRzB7vxMY0GcMF/20hY9mbmbqx6tocPk496QenR3aMc2c3I0x19wcep67fA4F9fX4MkagagplagxlagwA+ti0jg1mH3O0ecu3M1S3mdwVJSCJKCGEEIcRmUMJIY4Wi7/6jOTNn7Fp8yzSr32KtOSYzg7psPLza8+jOirIOOUi+gwdHHYtxVDH6ZbVJJdsZbDJiMvei8hBHXNWud9RGXpcau+zz7b6XedT7T5XyqT5sOtceLS2/fyoi0zgzupLMCgqdyblHGTEQgghDkednohSFIVTTz21zZOouro6vvzyS6KipMyWEGLfdDodl0/MIdJm5I2v1/HmN+uxFCzhxFG9ieg5vLPDE8DTN40NHabrdPtCr58+qmu7H7ILUPHDa0yN+yn45Ddg4ucttksqnstl9kWoGvhqz8EYk9zusQghhBAHQ+ZQQoijRdbQUeRt+ImZ9b3Z8NJC7rt6JP2y2/b32rEgqmo9CVo1PtXX7Fqivp5httXghmF22FJey/aiMWSmRGLQt2958Wpn0z6lOnNKq+2+mbuVLO8mjKYAAd84wMIlafkMbJhPafywVu9bm1vJpz9v4caLBxNlM/Fk3EcANO4wQJ8L2uttCCGE6GRH3OEXGzduBMDr3ffZHkIIsdvZY7tz66VDGWgupHv+l5R88m/q1szp7LCOSR5fgDXbKsgvdQCEJZt8fhWASJuJGy8ajMXU/msltEDbvjuS82cG41OgZt5n7R6HEEIIcSjJHEoIcThKzkyn/81TCXQ/nnqnj/v/s5BfF2/p7LAOC26vn3fqRvOJczRd+/Zv3iAmnR9dA8m39cOZMhi3o4a3XvwfDoez3WOp8lv5wTmIjxpHhXY6tSRi60yuss/jcvtCAm4XAP0bFgKQUN/6n+u9ryxg5ZYKXvxkVdjrirP69wcvhBDisHFIdkRt3ryZRx99tNXr999/Pzabbb/9OJ1ONm3ahKIopKV1cMkmIcRR5eShqaQv3Ii+XgM06pd+S1T/E1B0+s4O7ZhSXu3kvlcXkpoQwWv3nBp2zbV5MeMt6zAZzfhqhmCMbX213UFr4+m93vRhqIWr0aFhz2nLsbpCCCFE+5I5lBDiWBARYeX+q4/jv9+sY96C9UTNfJg5G0Zy4lV/Rac74tZOt5u8YgeF/nj0iVlYbNZm1+1JXXjXNRh/aiY3TR6C8shlDDQVEvBcCtjbNRa/OZoV3ixS9TWkuEuAlkuXp1csCj1WleA8e3vkUJLr1uHOOW+/49Q43OjdTcmnmNjo3xe4EEKIw8ohSUT17t0bk8nE/PnzUZTwUkuaprF+/fo296Xt+hHxoosuatcYhRBHN0WnJ/vqhyl490EMSoCUS+6XJFQncK2eyUTrWuyGWPyOIfz22bvUlhaRGmchknrOse0EoPCVRUSfdBnxJ7RvKYb4iX/hprnJKGjcf92JrbbLmXJvu4ynaSqoKoq+UyvhCiGEOALJHEoIcazQ63Vcf95A+mjbiNrgor5kEy6Xh4iI5gmYY8W2nbUA9EiPafF6fHTws3F5/MH2ZKJ6PYzR2r+8ueZ0cH/MVwDkOpzAmS22K43uR0b1Mj5vHMFlxmB8nzeOoLi2LwN3JjByP+OoGmi+pp270YmJ7RC9EEKIw8Uh+2XsH//4B9dccw2qqoZeKy4uRlEUEhISMBqN+7xfp9NhMplITExkwoQJXH755R0dshDiKGOIjKPrNY+ied0Y7DE43T7e/m4DU87sg91m6uzwjg1b53GGtQC84K+fiK1mK4laGVSBEhG+4q2hJJ/2rhCvGIw0ahYAVu5w0K93x60MDzTWUfS/e9G8blIufQBzcrcOG0sIIcTRSeZQQohjydjzz2dVXBw9uvc+ppNQAN4NsznJXE5OYmaL1wf3SuCjW/uyfc4PfDdTz39rRgMwytgBn1tDZeihOaVbq83y40bxRV4cVYFIpuw6p6q4shGANdsqW71vt4RoC+7CjaHnEVKZQgghjiqHLBGVmZnJzz//HPZaTk4OAG+88UbosRBCdCS9NRKskQC8+sUafv1tJ5vyqvnHRV1JSM+UnSsdTHPXhx7rrZFhn7et13E4t/5GoCFYjkEL+Nt9fJ1O4Y8Tc3j/x037rNLn8viZv6oIs0nP2CHpBzVW7ZJv8NeUAlA147+kXvnIQfUjhBDi2CVzKCHEsWbwuHGhx6qqMv+918kacyoZPXt0XlCdIL1yMYMjqvFFn9ridaNBx87/3U0E0DdvLv2N41jnyySwx8KFduOsCT0ce9ElrTZrMMRSHIjlT5P6kBhjBuCvIyFy4zeU2XoA57R431unluLcupyEcdeR++u8UGHBoo3ryBg0or3ehRBCiE7Wqb+4jhgR/EKJiIjozDCEEMeoK8/oy7bCWtzlBZS//wbOrn3JmHwHOqO5s0M7ahV3GcfGDbkMSjPSLTKOqp6T+HDeZgb1Tua8k87AOvJ8XvzPt1Q6vNw8+OQOiWF3eSNtH5moX1fs5JXPVgMcdCLKGN1USsKYmHFQfQghhBB7kzmUEOJYsezbL0nfOZOqjxfguPhJ+vXq0tkhHTKB3qdSULyVUX37t3hdUcLPz2rQLOgJEAgE2j0WvzU2OIY+Zp/tVFXjjqjvSFjwEf5BL2OMTaFn/ufoDI1EBba0el/9ip8AcKz4Cac+MpSIKt2xQxJRQghxFOnURNR7770X9ryxsbHFCdXKlStJSEggI0N+yBNCtJ/EWCuPXT2Qwv/+D6vmIZC/kryPnyH7j+1zPpBobqttENNdkaT27R9M+HXpyxqfi2hDGlvLvdz10iIgAQAtOrXdx/f5A6zYUIQRP/g8rbbLWvwEU+MqAKhfG03kgHEHPtgek0Of13fg9wshhBAtkDmUEOJY0X/86SzfsoRfqlNZ+9/l3HrpkINeJHakGX3B5P22+STjbhasLkZB5YGYr4nX1ROo7QddYto1Fi2uK/c5r6ZXRhTpNQ3ExdpbbDc8qpwEfQMAAVXDCARs8ei8jayLGM3A/Yyjt9pJ2LEo9NwXkdRO70AIIcThQLf/Jh1v9erVXH311Zx4YssHxz/99NNMmDCBq6++mm3bth3i6IQQR7OYxASSRwTLHbg1Ay9vTmNTXnUnR3X0qq5zAxAbGdx1ZrME10M43T78gfAyEuq+aucdpPIvn+PP9S/xdNwHnLCu9VJ5JmdF6LGnJPegxoocdDK3V1/G36svp2HQpQfVhxBCCNEamUMJIY52EZF2jr/1cVJHjMcfUHnq/d/4avrysHPzjmUNTi8AGjriYiPRdAYSo9u/usdxvWL5R+YCplRN5bd3nmm1XXffVgA+bBhNfkMwjumGCTxbdwaL6ls/m3ezLwWAD3Lj2WLqE3rd0FDWHuELIYQ4THR6Iurrr7/m8ssvZ/HixbhcLoqKipq1KSwsRNM0Fi9ezEUXXcTixYs7IVIhxNFIURSST7uS6JOvZH78BWxxxjBn5c7ODuuoddPkwbxw2ziG9A6ubrNZgoesO91+fP7wCWUg0P6JqH2V42tvit6IDwMB9Kgoh2xcIYQQRz+ZQwkhjhUGg57rzxvAn87uT7y+gazlzzH35Ufxeb2dHVqHWfbzLyz5ZS4OR8M+243sFyxVmNM1lu43vkj3ez4mMrVbu8cTaKjBXBksrbev6ZS1+xBWGodRHIhld67wly1e8gOJFNQESwZ6fQF+XlpAjcMduu8H1xCWebIp9UeSa+wVet0Z1f7vRQghROfp1NJ8+fn5PPDAA/j9fvR6PePHj8doNDZr969//YvZs2fz+eef43K5uOWWW/jhhx+Ii4vrhKiFEEej+DHn8KeRKulL8jl9VLfQ65qmhc4UEr+fzWIkKzU69Dwx1sqkE7JITbBj3DCdM6z5+DUdc919OuSg3bYmourSRuPI34yGwuiDKcsH+GrL6GsMJjVNzjJAvrOEEEL8fjKHEkIcaxRF4dyTupPuy8Oy2IdWX4nXF8Bo6uzIOoa69GMStSpKou4makTrZySdeXwWVrOBQT0TW23THtyFG0OPF0efzoRW2tXGD+C9ikoCqhaqbpFqdDDEkEvAHozxm1kb+P7nVXwfE8Vz950DwDnW5WQbK4gM6EgyWUP9ea3xHfOGhBBCdIpOTUS9++67eL1erFYrr7zyCqNHj26x3bhx4xg3bhznnnsuV111FXV1dbz77rvccssthzZgIcRRTa/XceaYrNBzR3U1Oz95kuyzr8WS2qMTIzs61C39Dk/pdgwxydhzRmNKysRW/Btne+agbq3HU7KNibvmHWcl7SRifTV0/XO7xmA9/f/429JexEeZeeuB1qZQUNb7Ql5euxqAb1KyD2qswpf/yvWRu558OQv6fn5Q/QghhBB7kjmUEOJYNfzUU9gcF0ff1AwiIqz7v+EI5HL72OyKx2PQGN637z7b6nUKpx6XCcA3c3PZWdHAuWO7k5rY8hlOB2ttoYuUXY8znRuBUS22e2/6RiZb55Okc6DWdQfiuTh2DVn+7aiRwbO96jcu5oGYH1nqyQaCiSi3FlxMUU0MOdXLQ/11W/AojHm7Xd9LW+woriM20kJMZPuXORRCiGNZp5bmW7hwIYqiMGXKlFYnUHsaMmQIV1xxBZqmMXv27EMQoRDiWOVzOVn3+j+wVG2l8H8P4Ny+urNDOuJVbVpBw9o51M77BG91sISQr7YCV+5KPCXhZ1coDZVoNcXtHoOqamgoKHo9ik7fers9dk6p6qEr5yeEEELsj8yhhBDHst5Dh5CckgCAqqrMef05tq0+euZq23bW8alzFF9EXY4tIqLN96lLP6Lb2jeoLji48233pc6aRqMa3H421vFdq+1MXgfDTDvIMlageT0AdPEH531al2BSzaIFX4/WOUP3FQSCf55bdOELAA1eRzu9g7Yrrmzgpmd+5YoHfzzkYwshxNGuUxNRJSUlAG2aQO02alRw5UVBQUGHxCSEEABafSWJSh0AetXLrHnrDun5QkcjX01p6LExJhkAvTV8td42X1LocUd83oFdSSXdfsotDu6VyPXnDeCh60aj0wXbOlbNJvfl/6N2uUxKhBBCdB6ZQwkhRNCyb74go2I+jd88ybI1+Z0dTrvYlF8NQE7XAyujmhQoI8dYgube97lSByO+YBYRuv2fyTW4bjYGRWWuuze+iGByaZFpDDNcA9D6ngZASlIUAA5dTOi+bEM5AFbNTdTwM0KvRw2b2F5voc12FB/65JcQQhwrOjURZTAEKwPq9a2vSt+b3d6+W4yFEKIlpqRMul7zGH5LNF86j+O1NXZe/GQVgUD7n1t0rNjR9Rw+ahxFfuIJGGODxR1sPYbyhnMCzzsmwoVPYpp4C78mX8HCjKvxDru03WPYvdOprNrJuz9saLVdaoKdSSdkMzQnKXRGWOX3L6HUFlM94w20gG+/Y8WMOb99ghZCCCH2IHMoIYQIGjJxEvn2AXzUOIpH3l3F9wt2dHZIv1vptq2Y8NG7a+wB3bfBNpxvnUPwG23tHlN9ZPc2tXPqIigNRLPRl4aqC5a1+6o0gx9cQ7jvf8G5V3RKKmu96WixGaH7PFrwey2VUhJOv5b4CX/CmjUIa/bg9n0jbSCnQwshRMfp1ERUWloaACtXrmzzPWvXrgUgKSlpPy2FEOL3MSVm0ONvLzLuiqswGfXMXFrAv99bjtcX6OzQjkib3Uks8vTC1f9cdObgBMkQlcBOY1d2+JOI6ZLGuFG9ydeS+Xh1gEoObPLVFkmReqaclEysrgF3bVWru67yp17H9kcvYPujF1C37Ac0LTwBqan7T0j6akraJWYhhBBiTzKHEkKIIJPFwrib/kn/caehavCfL9bwwadz8Hn3v3vncKSqKidVfMgTsR/RK/7AFkDGBSr5g20lxoLf9tluZ3k9O8vrD6hvpzGG9d40dui6oU56sNV2S23jeLzuHJIHjiIrNRqAeBt01VeQaqgFYMBJ4xl/11Oc++drQ/fZ0nsD0C/DTunaZZTlbibQ/Xgieo04oDjbQ5eEYDnEaLvpkI8thBBHO0NnDj5mzBg2b97M//73P84//3zi4+P32d7hcPD222+jKArHHXfcIYpSCHEs01kiGJYTwSPXj+GhNxezaG0JMxfv4KS4EiL6nhDaLSP2r6AsWOYgMzky7HWb2UBtvQen20dclAX9rlJ4HbH7rPLLpxm6fRVDY4AdoPmPQzE2P4Q20FAdeuwsKyAKeNt9Gj5fAAWNx1u4Z2+Nm5e2X+BCCCHELjKHEkKIJoqicPnEHFLibXz02RwGbPqIlVveI+vaJ0hMTujs8A5IQ20tTp0dTYXumRn7v2EPXT1bADBUbG61jdvr54Z/zwLg66fODpUg3x+9q5ocUxGN5i50y05vtZ2qaQw3becMu4MYXVfAyr1jNQxLp1OuSwL+SOGqpXjmvoPZVYEhNoWEiddx0nln460YQnp8Gjvevh+jvxFv7nxWbfiNwVff2ebPoD0oAQ+9DCXEWKMO6bhCCHEs6NQdURdddBE6nY6qqiouv/xyli1b1mrbVatWceWVV1JcXBz8h8bllx/CSIUQx7o+WXE8/tfjOfuELEbU/UT5V89TOf11NFV2R7WFpmkUlgVX3mXsnYiyBNdE/LapnK/mbCN3Zy3QVEavPbny1+0d2H7vUVUVRdExauLprPelkz78xLYNJv9tCCGE6AAyhxJCiOZOGZHJLef3wqOz4tDHEJfYlKRvrG//c5M6QlRcHKPu/Q9973wLne7Afq7TEVzE54tMbbVNbb0n9NhzAFU+3AQX4UW4Sih68/ZW2wVUjePNmzGv/Qp/XQUAhqXvBePatQ4+f2clZlfwmr+mFNXtBMAYnYghOhGjvzHUX1TxkjbH2F6s3jr+FjWTcw1zD/nYQghxtOvUHVHZ2dncdNNNPP/88+Tn53PllVeSkpJC3759iYmJAaC2tpZNmzZRXFwcuu+aa64hJyenk6IWQhyrslKjuSS7korvfgGgfuVP+OKzSR15WidHdvirqHXh8gSIsZuJtofvJrJZjFgULyx+nyqHn2GamZkMIKC2fyKKgH+vF1oeo6TLSVTl5wIwZlDwkNzdO7XUfcRVu/ALGjYsJO6k8POtNL3xIAMWQgghwskcSgghWtZv5Ei8gwZSU10X+rd7wabNuD57gMKoQSSfdT39s+MP+6oWRtOBl4XTGYzgByWm9USUxxvgDOsqAJzuCVjNbftJsHdkUym/QGNtq+1u6LKKQG0FjbY0yj1mMgEtYwhFO/KYaT+NEwFXcXCO5VRNfNQ4moxVGifUvIC1NhfHibdAdA+i6rYF4zVFtym+9qSowbOArZ7KQz62EEIc7To1EQXwl7/8BZ/Px2uvvYbf76ekpITS0tKwNrvP8FAUheuvv55bb721M0IVQgjs/cfiyltLw7q5bNTn8PlMlYezG0hLlEPA98X17ZP8M60WpyUJf/1xGCLjAAg46zm74WMioiuw+bxgDbYfZtpO9LJVMOif7RqHZo1BcdUCMD39Rv5msrbYriBtAh+sD5a1OD6mCxDcuZUQY8VubTmp5Kstp3r2NABKP3ks7Joac2ClNYQQQoh9kTmUEEK0zGSxkpza9G/8nWuXk6IEKK1wMPWVBQzskcDVk/rRIyOm84JsRVFROampiQeVKMs6+Ry85fmkDW79XKX4aAsTrWsAaNy5lfjogW3qOzXGSE0b2pn99TiBD8p6cXqdkUzgltUDgAHYfcGfHxv9elQNbDov10TOYZ43i+KKerobYfH8FXTpfxZJq94mWe+gNPl4+rQpwvbj3fUzaQ2HPgkmhBBHu04tzbfb//3f//H111/zpz/9iezsbPR6PZqmhf6XmZnJ5MmT+frrr2UCJYToVIreQOLZ/0fkqdcxx3oaFTVu7nppHtt2lZMTzWmailq6hThXIek1v6Ho9KFritFEgrcImy78QOEuhjoMzvZfhaYm9WSzrwubfSn40bfaLrBHyT5111FVlXm5ZOgr6R1Rg+b3Ne/b6Qh7bskeEnrsTen3OyMXQgghwskcSggh9m/MRZdjuexpzMPOwW41smZbJU+++BW/vvrUYVWyr666Gufbf2XuY3/D79+7ikPbNG5ZinPr8lav221NO638PzzV5n6jjzuLwGm3s8TTndmmca22SzjzL/yUfgNbfCnNyqzvfrYlcgS31lzJck8WRf5YAjozq71dAYinhgB6vncO4d91kyhOHN3mGNuLX29ljjuHxa5uh3xsIYQ42nX6jqjdunfvzh133MEdd9wBQE1NDYFAgKioKEwHsS1ZCCE6iqLoSBw5kX8N9vPYO0tZuaWC+15dwAPXjKRvZiQ6o3n/nRxD/HWVaL5gPXKdLQp9RNPqMp3RjD46GbWuDIBCfxwZhurgtQ6omOEZfS2vrFwAwO0Dslttt2f5PVXTCLjqGbzhBQYDLAL/sFcxRieF3aOPjMfUYyQ1DhdJqcnoDQbc23f1YZIdc0IIIdqfzKGEEGL/UrOyuCgrizMmePl45ma6rnqFzOpyFrwLE/52R2eHB8DmlWuIRkFvMGEwHPhPdY2bFhGor8aVv57YfRxp6zzjIQK1pWT16dXmvreVOFleE8uHjcfTPbb1nUIfzitl4boy4vU+VI8LgDRjLX+NmLGrZOCZ2AN1nG1dTrTOyVZ/CiY8lAaiWerJptySyNgdnzM4Mh+ADXWxQN82x9keihv0fOE8DoD/O6QjCyHE0e+wSUTtLTY2trNDEEKIfbKYDTzwp1E8+8FvzF9dzPS338acsI1uUx7CGJvS2eEdNgzRiTSc9RjR/kpiLWqz60lnXo/ObOW56WUs21jOPed3ZVCvJBRD+/+AZv7laR6JKcSohx6Zw1ptF5aIUrXmO6DU5u/DEBnLU0XHsb2ojgu69OD8pBIAfJoOd/rw9nkDQgghxD7IHEoIIVpnt5n40zkDyO32F/JmvM/gC6/p7JBCFldG82vNJVx1SvpB3V9Y1kACUKR0obVTonYU17KhErql9SWqS+tnSe3ti1+3sXbNNu6I+gW/OxIY12K7RWtLmGxbTB9TMUW1KUBv/m7/DoOiongrAIhQ6xlv3QBAT2MZ671ZbPanstmfSpotgkkNs0L99c19Dzi3zXG2B0N9MU/FTqMkEAOcc0jHFkKIo91hlYgKBAKsXbuWwsJCHA4HZ555JrGxsdTW1uJyuejSpUtnhyiEEGGMBh23/3E4PfwfMKh4MbpGKHj7XjKmPIwpPq2zwztsPPLJVlyeAO8/NLHZNVv2IAAafBX4MGBK7IopMbFD4lDqy4jUuUEDb3k+xrguYaUCAbSAj9Hrn2BsnBMAdUU9jAqPe+97dtteVAfAb5vKGbv6VQCMikr8t7fBwM/b++0IIYQQMocSQogD1H3QILoPGhR6HggEmPfGc/Q87XzSurdeNaGjaJrGyi3BuVC/gb0Pqg+nMbgQwR3R+oLIgq3bGb7sURpXRkO/t9rc94SS/3Jx7K6y6Wrrp0UN9q+mj6kYAL8SPFfXgwkDbqIuCp79G+8LVsJQNYWvncNItWdyrf07uhoq+Vo9A8UWjeasa3Ns7U1R/ZiUAIk6x/4bCyGEOCCHRSLK5XLx6quv8uGHH9LQ0FSjd9iwYcTGxrJ06VJuvvlmTj31VO655x5SU9u+ckMIITqaXqcw8YReFH9mAM2POSYRgz2us8M6bFTUuHB5AkTbTUTbm5ct3F5Ux6e/bGHNtkpMBh1msz7sgPX2pHM3TSjKv3yWzP97HUNUfFgbLRDA6HeGnhucFehsUbzUMBFVVQmg48XojkmUCSGEEG0lcyghhGgfiz/7gMyqRRR9sI6Np/2DU0Zmtfs8ZF8KS2qorHUSbTeTldp66bt92ZhyJm/kZXFpwsBW2/i9wSoPEf46drx1P1nXPNKmvmP8bTu791RtPgC/uvuQFJUFwL/rJqGgcVmhxhmZMCArGlaCTtEYZ9nARtPJROlcROncWPCQdMb1lH3+JABxJ/+xTeO2J00frMrh0YyHfGwhhDja6To7gIqKCi6++GLeeOMN6uvrQ4fr7qmoqAhN0/j55585//zz2bhxYydFK4QQLYvoNYL0P/4Dc1ovulxyPzqzFafb1+zvs2NRQVk9AJnJUS1ed3n8zF9dxMgM+PThU5m3qoizb/+Gb+Ztb/dY1J5j93qlhT8fba+ye6qKzmBiuz+ZXH8Kef7g2VC+2jJq5n6Cu3hb8Da/j8vjVnK+bSmTzEvbPXYhhBBit2NtDpWXl8dtt93GmDFj6N+/PyeffDKPPPII9fX1nR2aEOIo0P+0syi05vB54wimfrqWx/+3DEej95CNnzfjQ+6P/opJGTXoDvKg3HhPIadb1xBZ+lurbRzGpgV4WknbvxPWmocCUOCP56voK/fbfrmnKZFXp9qoVSN4f8YWAGw5o5kXfyEAsXonI/okscrbFYC+2lZsvUeQdu0zJF1wO7bex7XYv7++hsatyztkrm0yW6gM2KlQW567CiGEOHidmojSNI2bbrqJrVu3omkaY8aM4e67727WLicnh+zsbDRNo7a2lr/97W84nc4WehRCiM5jzexH6pTH0NsiaXB6ueul+bz+1dqw84aONZqmsbOoCoDMlMgW28RHW3g45lMua3yXvKf+SGL9VoAO+dwMRatCj72KCWg+0VMMRuJOnYKx78no+55C5ImXAM1TVpXTX6dm0VeUf/UcWsBHoLGW41jLSZZN9HR0fiJKVTVe+nQVvywr6OxQhBBCtKNjbQ5VVlbG5MmTmT17Nueffz73338/o0aNYtq0aVx22WW4XK7ODlEIcYSLjotj7K2PMPGis7FZDCxaW8J/nnmDNXN+PSTj68q3kKivp2+Pg9+5Gumt5ATLFmy1rS/m8/gCzHL1xamaqO4/uc19zzedyN+rLyfpysf5+42tn5v0v8Ak3qg/mQdvO5ezjg/uiLpwTDKXRizgDGNwfpSSnsr5Y5rKB2an2rnsvFFgjmDE4CzWvvssRf+9jY0/f0+ls+WfLKtmvknZJ4/jKdrSaixawE/Vz+/gyl/X5vcJEJWSxsN15/ND5IUHdJ8QQoj969RE1PTp01m5ciWKovDwww/z1ltvcdVVVzVrN3r0aH744QeuvfZaAEpKSvj4448PcbRCCLF/u1d+5e6sY2d5A9/N38G7b39N7W8zOjmyzuGvq2DAkgd4IPoLjqv+rsU2kQ35ROncoecD86fxYPRn9Fj1YvsHtMequS/jr21Wlg9A0Rv5pqoHf52fwY3z0yjxRAAwsl9wwpQUZwOg3Gvj7+UXskbtgep24ndUtTpsQ9cT2/NdtMmqLRXMWJzP8x+tPORjCyGE6DjH2hzqySefxOFw8M4773D77bdzySWX8Pjjj3P33XezZcsWPvroo84OUQhxFFAUhZOHZfDCbSdzXFcDk3Rzsc9/kdULO36B2ajbnsF50i30Pf74g+7DYe/GJ40jqYof3Gobn9vNdNcg7q29mNouo9rctz+gokfFtPYbahd+0Wq7HWoX0vTVNH58L/WrZwEwzv0Lo8y5DFSCiw1/nbOCim9fCt3TuHERVsVH7OhzSBx/GfadiwCIr9tIw3u3tjiO6nGG/d+WNG5ZRt2SbymZ9lCb3ycA9RVcFTGHke75fDZrK+XVR94CDiGEOFx1aiLq22+/BeD000/noosu2m/722+/nbFjx4ZKTAghxOFqUK9EHrx2FNnWOoYXf0T1j69TOffTY65Un6+iEAVI0DcQqbZ84KstrWez12L1Tiyu8naPx5w9lMakAazxZhDQ9K22q633hB6ru/7MJvSAHoZSRsXVoLobMRat4K7ob+lbNx8UBXStf6U6E/q035toI5fXf8jHFEII0fGOtTnU4sWL6dOnDwMHhp97cu655wKwbNmyTohKCHG0So6zcc9fT6cqczxbTTn0O25Yh49pMBjof8KJGIwHfy6RJyKZBZ7eOCKzWm3Tb+vbPBX3If+O/QhfQG213d6yPJuZaF2Dbu131C75ttV22WnRpEYpaPWVBNyNAATyVgDwizoiGGdlUdg9VT4LlT++Qc2vH+Au3ESDOSl0zaD5WhwnotdIoo6bhGEf5/bqbZEoBhPWrEFte5O7xFkCDDHn000r5H/fb+COF+cd0P1CCCFaZ+jMwdetW4eiKJx11lltvueCCy5g7ty5bNu2rQMjE0KI329Qr0T+r8cOdEXBf0CXzv8Gc//xRMY134VztPLVVxHQFPSKhi2la4ttFIOR/9pvwFGUhy86nbt4AwC96kXTtHY9KHhzxnk8My84GRqsmFptp+6RMFRVDW/lTuLm/Jv/iwKqwVs1BAWNZP2u5JpOjz4imh0RAymvbqR/dhwRRU0/jAVMLZcl7EjpSXYgWPpQCCHE0eNYm0N98skneL3Nz2qprq4Ggj/gCiFEezIYDJx45fX4AyoGfXCxWUVREeu/mcbQydcSFRfXLuO4Gpw4Glwkp/z++eFxfVOIj7LQq2tsq23MgWByyKz40dcWAN3a1Pe5yfn4A5vZGkil2NONq1tpd9soL+vWdOHtwt6McXVnoqZR0P0CFq/ZyUZTcPGhVh1MRE13DeRH12Cu9GaxO9W3YMYvNCaM5deN9VxkW8L2rPPJ3qN/v6MKFB0RfcZgC/jQWe2txrzNn8K95ZeQpkXwnza9yyC3LzgPTCZY7aJnRswB3C2EEGJfOnVHVG1tLQBdunRp8z272zY2NnZESEII0a6yL70TpUsf3JqJF2tP4f631+J0t7yy62gUPXQCXW9/H925/yLphNbriU85dyjxPftx/QVDWTXwdv5ZewHLBtzZ7vEE9jh3al+70/Y8n0pVQfO6wxtoKtXROQBs9SWjt0RgjEnm+cLBfNB4PO/VH4/1+nfxanpUTSFl8XNo/kP7567blcCzmFrf+SWEEOLIc6zNodLS0sjKar7C/+233wZg5MiRhzokIcQxYncSCmDDRy+RWb2EGS89xc9LC9rlPNsV335K5X//xqwP3v/dffWI0zg5uYZMY02rbTInXh56HF2yvM19xwwci3HQRKbVj2Kut3+r7apnTyM5bzr5VT5qPDpUDZ5ZFsECT2/8anBuUmvuwnx3Lwr9CUD4AsAejmUMKvoMq+Lj346zqTE1nZmlaSoFL/6ZgheupfzrqRS8cB3uvNbPf8otrEZPgNKKlqty7DZreSH3vrKARldwrqYYzQBUqZHoCRAXZdk1vkYgoIbNJ4UQQhyYTk1E2e3B1QsOx76/GPZUUlICQFRUVIfEJIQQ7UlnttL1yn8QO/lBiE2nb1YcVvOxtXLXZLHQrV8/jHGtH77bu2scD103mqE5Sfit8dSqEXgMke26GwqCCaYMfSW9DcWkebaHSkbsyd9Qyxn5zzE17l2mxr2Lfsm7aFp46QqdyUpMfBw7fIkokUmo/vCV2g0uH54ZUzEpAXSKhqKp0L5vZb/a+aMTQghxmJA5FHz//fd88sknpKWlccEFF3R2OEKIY0DXM66gwNCNb+oHMPXjldz98ny2F7We9Nkff0ClMncDVsVHTGLrJebaypW/ltJPHqNuH6XzAo11oce+qLQ29x01bCK2E/9IjWoPSxztzdb3BMoShuPWjARUDVXV0BNgoLGAnuQDUGHvxQ+uwTRqZhJ0DjQN3q4fG9aPXwv+VBk21h6P62pqAfB4W1/oZ6sv5Nm4aTwZ++E+39tzH65gbW4lX8/NBaAmEMFjtWez2NODZ+OmkV73GwD5pfWce+e33PzM7H32J4QQonWd+mtodnY2K1asYMGCBYwZM6ZN93zxRfBgxO7du3dkaEII0W50BhNdevbmmZuzsFmMoeSKz1GJ3hyBzmzt5AgPL0NzkoiMMNE9Lbrd+w6oGrdH/xB80gCO5VZiT7gwrI3mdWFWXU0vNFZhSszkq+gr2FpQzfUXDcOUlIk1dzZZRsBdgbe8AEtqjz17Qc37LbxfVUU5hJuTahzBc66KKo681e9CCCFad6zPob777jvuuusurFYrL7zwAhaLlKAVQnS8bn370rXP02grdvLWt+vZmFfN6tcfpqBLKsdd/hdska2XiWvJF7O38V7NGIYlDOaB8af+7viqvBYa43MImJJIaqWNLXswOnMEpqRMstN6tbnvz6ZOxeMN0M0QhQ1zq+3+/FMMvXX1nGldRXStGVXrxTDTDi63L9xVRu8vRPkreSz2k9A9BcUuFmg2PmkcyQ5/EsebN/PXqOB5hoEdeiDY1lOSG7onv9xJTyMsWF/JpL6tvNeGQgAMStvOwnJ7AwDU1daRYajiD7aVAPQv/R64hsLS+uDYu/5ve9hSUMN9ry6gV2Ysj95wfLv1K4QQh6tO3RF1yimnoGkaH3zwATt27Nhv+zfffJM5c+agKArjxo3r+ACFEKId2W0mdLpgEqqmvII1L9/NjrfvD1uZdrR585t13PvKAtZvr2rzPT3SYzhjdDd6ZbZe3xzAW1V8wJ9dREl4cgi1+cRk791PaBo6k4VcVxQ7A/FsrDY3L+u3657JtkVcGrGAif5fmg++d78dLCoieAZWZsqhP59KCCFExzmW51Cvv/46t99+O2azmTfeeIP+/VsvESWEEO1NURROHpbBq3edwuQRdgYYC0iqXEZxUdkB9bOloIYPZmwC4OzzTkGv//2r1VY4Erh363HM9Q1otc3096ax7IdvKKlytrnfQEBlaMNcRnsXcGvUdKbov2+1rapqdDVUMNaymYjGnQQCKpfbFwJg6xE8CapfxYywexTVz61RP3JxxBKM+InVNS2i02uB0GNDZNO5XAoaFYFIGpofHxjisSUDsNm37zK2cboGknW1JNqDfwaGxkqusC9o1k6j/UvyqaqG2xvA4wvsv7EQQhwFOjURddlll5GUlITb7eaKK67gyy+/pKys6QtcURS8Xi8LFy7k+uuv5+mnnwYgJiaGSy65pLPCFkKI30UL+Ml//1/EqjUoVXnkvvUAmnr0/ePT31BLUW4u63LL93ke08Fo3LyEnf/5P3ZMvQ5fbXmb70vZ8nnY80BjbbM2BnscFQMu5zfLSIq7nUniWX8FoGDX6rePZm5udo+i6PDXVTDGspVR5lz6a83bHOrafHt+4qVVje1Sx14IIUTnOxbnUKqq8uCDD/LMM88QFxfHu+++y/Dhwzs7LCHEMcpuNfLHS06BPzxAZb9L6ZHTtNvU7XTt405orG9gw3tPE0kDZ4/NZmhOa/uXDoxeH5xr7OsMowHu38iiCL2vAS3QtvNrPV4/M139me/uRb4/nmI1ocV2qqphx8lOfzxfNI6gMqI7qqqy3pvGJn86SWffBECCM7iAwqFauKP6UnamNJXluzBiKbVqBCtiToOYNKwTb8IfUHF7/egjYkLtPmg8nkfqzsOSnoOrYANVv/wPLeAPi8cdmcbLjtP4xjl0n+/vT1FzuTfmGwo2bQDAUJsfurbdl8iXzo77rnG5vZxuWY2hYmuHjSGEEIeTTi3NZ7FYeOmll5gyZQqVlZXce++9AKGyVVdffTUOh4NAIPgDraZpGAwGnn32WSIiIjotbiGE+D0UvYGuYydRPeN1NA3+V9yT0QvzmXRCdmeH1q4cq2fxR+c0Lo7VE53vhe6T23Tf9pf+RqCxFh0a3W58FX1E8xJ9ZZ89CYBOC1A54790mXxvG6MKn5jZejafWOjMVkaefT6tHn2uKCiKwuwBD/HVnFwsJj2fpvbAuWN1q6PaB4wD3aFd+6E1VpOsq8VV7uDGx6Yz9rju3DR5yCGNQQghRPs71uZQmqZx33338cUXX5CVlcUbb7xBRkZGZ4clhBD0GDSIHoMGhZ6vnDkDlkxDGTOFweNPafGe1T9+zUA2ERfrYNSZbZsftYV+V+WNtiw+8//4HAuWDOOEv+5/DuXxqXznGopBr8PvVImwGmmpkKCqadwb/TVWnY+7ai4hypqGr7qYJL2D71xDmPXCXJ6+aSyWAeNxr53FUk93vBhRadoNlmmoItNQxQ5iyP7bCzS4fJx357fYLAY+/Of4ULuz47YR7y3CpsZR8t7zABiik4kePrEpHqOdLf5974YCSFKC53y5CoMLCfWNlaFrc9x96NKj5377OFi16xdxpm01sBr4U4eNI4QQh4tO3REFMHDgQD755BNycnLQNC30P4Dq6mr8fn/otYyMDN59911Gjx7dyVELIcTvEzv8dJIvuJP8zLNY483ktS/X8tqXa/a5gu1I4ygIruwyKQEiYvZdZm9Pflcjer8bxe9Ba6F0HoASlRx6bIhPb3Pfpl4HX3s7U19Jf2Mh/Y0F+BtqKa8JlrTYXU+cfez6Sjr7/9AZTAc99sFwzX2Pe2O+4f6Yr+hjKmLm0oJDOr4QQoiOcyzNod566y2++OILevfuzYcffihJKCHEYat+zWyilUZ+/nkpz3zwG6VVjfj94ZUvBp95LpXEknHuDZiM7XeAbFTVOp6LfZeBhR+3eF1VNXxa00+A3sC+552aGqBoxrtU/PQWANF2E1ee2YdLTuvdav/1mgWHamHimGz6Z8fjLdxIor6eIaY8thcGS7XHjTobb9fRjLnocr55+myuOKMPc83jwvryaAYCqobfH5wLOt3+sJLsdrWWDEM1is9N7NhLiOgzBmtmn7A+kg0O/hb5ExfbFu/zfZqU4J/PadZ1AOh6j6XIH5y7Xh05l4ENwdKCOk89p1rWMsrUfruXPLZkNvu6MMed0259CiHE4axTd0Tt1rNnT7766isWLlzIr7/+ysaNG6mpqcHv9xMTE0PPnj054YQTOO2009Ad4hXlQgjRUew5IzklZyS63wp54eNVfDd/B+XVLu66qCcGm/2QJy7am8NvJKBaida5MKUcwG4vZY8Sdq2cq2S4+N/89clZpCXa+c+pLa82bEnX829k26/dmPnzcuIizZwXm9Jiu207a/l+/g50OoWzx2aT5M7ntugfQte9paNRUFDQ0KFSWdNIVFQCvl7jKa9qJDYuGtvWn0Ltv5+zmbNOannS1lEsJatCj4ebtrPK2+2Qji+EEKJjHQtzqLq6Ol566SUATjvtNObOndusTVJS0hGbZBNCHF3G3PwI87/4nMW/WfD8tpNff9vJtZGzSTS6GHDz80TardgiIhj09xcxW63tOrZOUdAptDp/qnd6eb/xBEz4WertzkldMxjfYssgX0Cjcdm3GBSVTP2ZxFrjueiUXq22D6gaj9adR4rZydTBegzRGu6dVhqBwaYC+hk/AM6jVheDKX8RpvxF7PgOks69lcuuvoCGNbG893MeVsVLF28+7z74D2KycvizfQleDPhquoXGijEFwAtxsRHEjjitxXh6RTZSbSyll7F0n59bnj+BboZKtvmSGQQY4lJ5sf50noj9CIDUxo0UltXz2fe/cZNtJcX+mH32dyA8Ecn8tz4Y/9Xt1qsQQhy+DotE1G5jxoxhzJgxnR2GEEIcUicPyyAp1sajby+lW4qNis+fRPP7SDrvVkwJbd/tc7j5LeZ0vqjtzpUnp5KV3K3N9xWNuZNXv1jLiUMyuDGy5Z1Uvl2r44yGg/hhrccJ/PBtgOy4aCbHp7bY5H/fbWDV1goAhuUkkWBxh13XNA1Fga6GSm6Nmo7jlWlUx3Wj9w3PsDvd9M2cU+g//y4A+sy/F04KP59KCCGEaA9H8xxq1apVOJ3BHci7E1J7Gz16tCSihBCHBYPBwLiLJ9NrfANvfbOeLQU1xCv1pFDLwo/+x+nX/gWg3ZNQAO7k/twy5wrGZ2fQ0jdCtcMdtjDNF9j3GcX1jV6muwYRpXNxW/QPNPjs5D33NYpOT9eb/9us/e7KHoONeZR++BnRo84m9sSLqfwu+He3ig5N09j41Tt03eM+b3k+jlU/468uYZX3BC6MWEIfYwlQRFlxOcmmSlRNwWBvmhfq3A7QgWcfb2H3NFFnsQOwOb+aaoeb0QPC53/fO4dwnm0ZdZoNAGPRylASarfbX5hLur8eLJBqqN3n5yaEEKJ1h1UiSgghjlX9suN5/u8noVvxGY7i4Hb/ndP+RfoNL2MyGTs5uoOTW1QLQEa3dBR9279uFLMdl2bGo5lQlJYTTb5dJS7yShw43T5slrZ9Rqu3VrDsl9mMMO0kyWfG7xiAISo+rI23opBLq1/m6rhg8sm95Dc48cywNnqrnZFVH3CGfVvotZp6H+9P30heiYPLTs9h8Pa3CD8yN5zfUYnjtxnB/iLjw2qat7cBpp08kfQVgcZxLZ65JYQQQhysv/71r/zyyy9MmzaN4cP3faj7+vXrefPNN1m6dCm1tbXExsYydOhQpkyZwtChzQ+UP+mkk9i8eXNHhS6EEB0iNcHO/dcET5z1usdRWVLC6AMoVX4wdHo9GgqtVdyrqgtfWLd7YR9AIKDy1Pu/cenpvemaEgWAq2gLf7CtpE61UmtIQLNEoTZsR2tlfmY26rh58hB0BQECtY00GOKw5K0LXb+z5jK+UjVMXkdwTE3hU+dIhrky6Zn3BQDHm7dQ4E/AqZqx6zzUGxNIphKdomGIT0VFQYfGV+6RlHojuD0hi8qZb+MtyyP+tKsx77H40R+Vhq/XeIzxaQAY37+OZKA09iVS0pvOjro+8hcMiopN5w2+j+KV7PlJbfclYtDrSKOm9Q9/P3YU17F6awV/OLF76CwvgFRTPdfYf6UiEAmcc9D9CyHEkeKwTUR5PB42bNhAWVkZycnJ9OnTB4vF0tlhCSFEh0mKteGISULRG9ECPqbX9WL1M3O46qy+jB7QJXQI+ZHilBGZpMRH0DMj5oDu0+8qHxRo5XwoAO8eE6eiigZ6ZrRtYrd6awXjqz4GO+CHmvkGEs+8PqyN6m7AojVNP3SeeqzZg/Gf+xhPvLOU1C6x/Cs5i0zn+rCTFs1mI/NXF1NU0cDgXon0LQ7/4Uzz+1AMTQkzf301tQuDky5zlx7tnojSpfVFLdoQem71Owi4GyQRJYQQR7FDPYeaNm0av/zyS5vaTp8+ndtvvx2/v2mZRnl5OT/++CM//fQTt912G9dee21HhSqEEJ3CZLGQmpXV4eOcNDSDsUPS0bUyZ0yxerlluBNPVTFK5Q4aHN2BUQBs2FGNe8cqGuevwD1yLJaMPnhdblRNoU4fz7i7puLzB9j4+BXYdR581SUY47qE9W/Q68hZ8wL1Lh9/zzuZk22pTHavD10/y7qSHf/7jW3xp/JeXhdq1QgaNQvJ/lh67moz3hqcuyzxdOeV+tMYGVfNcNYC4He70BHMskVp9XQxV1BWuBPT0u8AaNy8JCwRtbJMz7OLg9VFvt2jBqGjrj4sEVUWiCbNUMN3ziH09fhRlaafSW+rvpwzjs9mStUCepT/BoCGjs9mbeXC8T1pq5ue+RWAmEgL44Y2VTyJrdtMvEnO8RVCHDsOeSLK7Xbz9ddfs3nzZq644gqyWvhCfuedd3jttdeora0NvRYVFcUVV1zBDTfcgF7ffgc6CiHE4SRq2ETM6Tns/PE91hcPpKSykcf/t4w+3eK44ow+9E01o7dFdnaYbXLysAxOHnbgB4rr9MHJ0+7yDi1Ja1jPDdGzUAMa6kYVMs7bb7+aptGlbEH4i2rzeg7aXgkwTdPQmSzM2uwhtXs2fz53AGjNYzMpPk5s/AmL3Ydhzrzm/fq9YYko2HOSuO/Dgg+GLqUXq3bUM9BU2PRiC+9XCCHE4e9wnEN9+umnPPzww21qu2bNGu688078fj/Dhw/n73//O1lZWeTl5fH888+zZMkSnn76aXr06MG4cePaNU4hhDgWBKp2Uv3rNIxxqcSfcmWz63GBSrK2fxZ8YoTtvojQtU351fxBNxfLZieulHgsGX1wxfXkJceZROlcNExfwpmnH4dTM2HHg9bSOVSairdsByYUQCGgavgdVaHLE6xroQQq48dQFGiqSKFqGis8XRlqzg+9NtKcyweNx6ML+GDXV9ee068+xiL6mYpYubM/mWYbmseJOWnPgn/gcdQyzryBBs0MQJE/FqPiJ9YSPpdOMwR3Ok2yreCie7/n9LQEdtfCeCZuGtsrx2IMeABYqeXwXV0Old9vOKBE1MAeCazZVkms3Rx+ITK5zX0IIcTR4JAmombNmsV9990XmhyNHTu22STq3//+N++88w7aXj/y1dXV8fLLL7Ny5Upefvll2R0lhDhqmZO70X3KA7wQUJmxOJ8PZmxiY141j/xnFv+I/47o3sPocsY16K2Hb0KqfvUsDNGJmJKz0FvtB3Tv7lV8akDddRZT81V9td+9QI6e4MRk2fswYf+JKNXpoHvxj2GvhSeGgkxJXfnecjYNVeU4VRPjTzqVPsCKzeWUVDai0ykoLfyYZ6kvYvQeX02e1MGYi1eFnu+dajJExRN70qXBx5Fx+43/QClDzuXNmVFMjXs39JreJruhhBDiSHO4zaG8Xi9PPPEE06ZNa/M9U6dOxev10rNnT9566y3M5uCPcXFxcbz55ptcddVVLF++nCeffJKxY8ei0x3EGZBCCHEMU70unFuWYU5tOUGij4jBPuAkPDoba10pRCUmha7tLHMwTB88j8+S2Q8AjzfAJRGLyDBUw4pZOPs9yjOOs1A1hU9juzTrv9EdYNuQm9hSUAPVoKoaWlxXYH5YO5di4cqImQwz57HS2xWv08Iv7v500dfRZY/zl5J1tbgCulAiyu9qAKDEH41NCZbRq3L4iPjTayTF2prFY3JVcl7EcurV4Pfe846JeDHyki2iWVuACCWYbJpRFM0MrgzNobIr5obaDFE2MSRmE/+q3f/csy3svUfwfcU/SYq1kd0uPQohxOHtkCWiZs+ezU033UQgEAhNkGpqwmusLl68mLfffhsARVHIzs5m8uTJ2Gw25syZw8yZM1m4cCHPPfcc99xzz6EKXQghOoVBr+Os47M4eVg638zbjrLgbaxqI96Ncymp2UnaNU8eluX6VJ+H8u9fRdFUUBS63f4+OlPbf/jKWPY8U+O3Q6mKt+wpzCnt889yb0V42QNzak/iJ1zTrJ3eame7rivbPDEAjDUGE2nqrh1aep0ORW8k+77P8dWVU/jSDS2Ot2cSqixxJN32OidLMZqxpPcGQGdpeUL0e9Q1BCdTUx2no0fFbNTxWAeMI4QQouMcbnOomTNn8tRTT5GfH1y53q9fP9avX7/Pe3Jzc5k/P/hD5A033BBKQu1mNBq54447mDx5Mrm5uaxYsWK/Z00JIYQIl1tv4VfLWSRbkrmwhetra2z4sy+iX3Y8Z9pMYddSiueEHt/zeRnP39oHl9dPoT8+mIgCyt+7j3/vqobubzwVU2RMWB+ORi8v/lLLaPNWnoldyo7qQXDClbw6s5QbIptKuKa48xhmzgNgiCmf/No19DG62epPDktE3RvzDeVq0yI61d0IQBdD3a4zlWBdQT0/PPIjXz1zfrP3a24sBSBS56Z24Zc8Ffch82LOISmuedIKYKW3G4/FfIQCVKn7Xkj5j5gvgT/us01LtL2WJlbVuflq7g76ZsXxh7E9Drg/IYQ40hySRJTX6+Xhhx/G7/djNBq5+uqrOe+881pcyQfBCVSfPn2YNm0aVqsVgAsvvJDXX3+dZ599lvfff59LLrmkxZIUQghxtLFZjEw+pQeFVXH4c4OvxZ548WGZhALwlhcEk1CAz5Z4QEkoIFh3YXe5h1bOidIMFhS/u8VrrdFZwicUqVc93upnuOewFlPwq9LqyGeYqZ4Z0z7k8isnsbpUYeHqnSyuuQiA64b66Lrjq2Z9VasRxE64Fp0x/Ic3X0UBJdMeBMCcnkPalEdbjMXt9VNW5cRk1NMloe2JJJsBTPjY6Y/Djx7Vr0PRH7ZHQwohhNjL4TaHcjgc3HjjjQDYbDZuv/12evTowZVXNi8Btad584LlavV6PWPHjm2xzaBBg4iPj6eqqopffvlFElFCCHGAnKqJH4vjGRYV12Iiav13H2KvLyB20mR6Hzcy7FqaZzsA010DKaxvQNM0oncuIN7gZLGnO6PMubgT+2KpCJ7h1FJRcd+uM3wVwKCo9GxcibqjHwYC/MpxjGMpAD3c60L3VAciqDOnMMn2FQB1qpVonSt0PUlXF3qsRCWGHm/0pbLUY+WWqGC1izfftXPKyUPplpHQFI8tgcqAnW3+FPpsyycaOLH2azyrYrCOPDvUbqsvmZ7GMo4zbw+9ZtNVt/AOD96abZXBuHdUM7hX00403PWMNG0jzpcAnNiuYwohxOHokPwiNX36dIqLi9HpdLz88sstTkC2bNnCxo0bQ8/vuuuu0ARqt+uuu45vv/2Wbdu28f3334cmQkIIcbRTdHoyL7mTxi3LcO1YQ0SvEQB8PHMzfbPiGdAjYT89HDo6SwRLA33J0IpJ63Lgu5mUPcrxtFh/HNhxwgNsmf4xBgKMGpTZxrhsFEf0xuzYiZoxhCS3H7u1eWk+gAf+NBKvL0BCjBWTUU/9ml+5NWp68GIDuHf2ZHtZF2Yvy8esKKjoyOibw4wNuejQ0NsiGRZZTmlVI3FJSeR0a156b+/ySa2Zv6qIqR+vAuDbZ85p0z0A2uJ3eSoueCbWBw2jWeJtex1zIYQQne9wnEPp9XomTZrELbfcQmpqKkuWLNnvPbvjy8jIIDKy5bLCiqKQk5PDggUL9rvDSgghRHNGQ3AOtTshtLfennUkmWtQcuewunQ7ijmCgaefjaZp/OzqR6KWwk41nu4UUFvvIVmtwGYoAgM0qibs46+l/sN7sOs8+J0NmPfaEeWrK2dq3LssdPfgi8YRnB+xDBa/z3WRsMOXSLESQ6qhloSe/fj+t2jW+TIoDsRi8xgYuGuT0u4k1Nqks5hw2ojQoj2Ahtw1zHANIMXYgJY2gE3bnZzFKgBOLnyNbTPG0+3av4Xau2J78ExdcKfUNQ3FDNrdz9aVxOyRiErSOwAoC0SRvOvxnhpVE2t9GYwy54Zeu61uCl/u+48jRN3j3GNfQGXqRysxGXXccMEgGrcu5zL7QnACTGljj0IIceQ6JMW3584N1lQ97bTTWl0F9+uvv4Yep6WlMXLkyGZtFEVh0qRJaJoWKu8ghBDHkoheI0g4/U8ArN5awfs/buL+1xby/ZzNeMryOje4Xcr8kUyrG85/tIvIvPDWA77fdfLtvGT9G991vw9LWq8W23g0E6PM2xhpzsW6Yy5awL/ffo0xyazvegn/qruAR9Zlc/Mzs1ttmxBjJTXRjskYLEqu+fbafaWpVNS66G8q5LHYT3gi9iN0639kgX4k37mGst42gk29ruGV+glsy54MgLc8n7rl06lb/iOugg3ozDYsXfthyeyHOaX11emJy/7DU7HTeDr2fVz5bf9xTitqahu1x8pCIYQQR4bDbQ5ltVr56aefePLJJ0lNTW3zfUVFRQCkp6fvs12XLsEzR3bu3HnQMQohxLHKSICRpq1kO9c2uxZQNaIInrGkbV9C5NrPaFz2LQAuj5+VrjTmBgbxZ/sv/Nk+i/KqeqJHTgrdH6HzktWjKzVasMJEwN0Q1n/Ngi/QfX4XAGMs22jQwitBZBkrWOntxnx3L0x9xrI9cSzFgVhG9kvB6W4+jxtQ/j2NhC+qcE5/njnuPrzlOJG0qqXcFv0Dr9efHLquKnuts1f9JOgcxOoaqEoZFXp56rpEXv9qLVV1wfnR7uRXvK6BOjV8zN3v3a0FSxl+2Ticm6uvxB9o24JCgLkrm77TPL4APy8r4IeFeQC4vYE29yOEEEeDQ7IjasOGDSiKwvjx41tts3DhQiA4UWptogXBOuQAxcXF7RukEEIcYfp3T+CiU3ryxS+b0Ga9TMHCCtIuuRdb1oBOjWvd9qpgfNnx6A6iFJxHVdhaVI/B2PJuJQiuJrMrbgyKCj5ouUBEc9efN5BzhsXy4Es/E6uZCDgd6G1RYW1ceWsp++IZVFc9AKbkLCIHhX9/6W3RDCucRpK9aWVcQFP409n9efaDFaQn2tm9+G3uyp2M7J9CYsl6qn56E4CoYROJOf4CTIldAQ29vfmOqd0ia7cEa1wAvspCrF37tem96ly1oceTbKsYb1mPv34shsjYNt0vhBCicx1ucyij0bjfZFJLdp9p1dpuqN12X3c4mq9IF0IIsW9Gxc9l9kW43WbgL2HXHI0enqj7A5dELmPYHy5g+hfTcRuiGE1wJ9VD143G6fFR+tNsqhsCJNbUk5XeNawP1eOi30XXg8eJLTF8MULNr9PCnl9pb77owaUZmeUcwQhLLLdFvIw3Lp+Ewddzz6ZKvmgczvkRy8Pa/2vaes72JZJtrAi9NtK8jeqAnUyC32V/jgwuLPx79eX8oX/4GUsDEgP0jvmKal0c5K8Ive7VDHw7bzuFpfU8/JcxoddrVRsP152PgoZF8XJf9NdE6oKLEcdZgjt7z4tYznkRy3m7vvXv270VVTSGHndLCZ931sf14b/142jUzExtc49CCHHkOiSJqOrqYH3VzMyWyyf5/X5Wr14dej569OhW+4qODh5WuPchvUIIcazR6xSuPLMvA8p/ILqoCFQo+vARuv5lKqa4lE6La11usAZ2/+4HVy5QrwtmXdR9lK7z+dWw1JOmabT1xCzf8i+5Mzp4IG/j5mSihpwadj3gqg8loQAa6hykDj6FR3/VKCpzYLZaeCO1B0nO3PB+izYx8sIUXrvnFGxmI9/N385pljUM9uZT8u1yEgbnhI/jdOBY/gMAxsRMYo9vfsju3gKNbf9xzhvfE1PV1tBzm86H6mkESUQJIcQR4WiZQ3k8HgAsln2fGWk2m8PaCyGEaDuDxcpiT3dM1gj67nWtus5NjWpnuu0cxuaM4nNnNTaLIZiuqq+gl7YDU3pXXu82hRmL8/mLS+G96Rvp7o8n01C1qxeNhD7DWhw79qRLKS0oZOvmPGIiDKT78kLXooaejmPFDC6MWMaJtm0UbEunZ3k+AJXTX+O26Jbfzy28C3usS/RPuINzfnqqxbYB9Gh7FXyKaiygEohTq8HZdOZTjrGY7f5kBvVKDGu/0ZfGZRHBsualgehQEqolV0fORVX/D90eJeXzShx89NNmrjyrD6kJTWcTD+yZwEczNwPBqhsAul3z3YAxgrW+tpWZF0KIo8EhKc3ndDoBMJlMLV5ft24dLldwO6yiKPs8nLahIbgF2GaztXOUQghxZOo36RICluC/4H929uGtX8vDalEfSpqmsS63aUfUwQj9w7yV96BpKpaaXN5pOIkNva6h663voOhb3z21N0XZM2XVwhjqXnXVNRWd0czfrxmHQ7OhWOzQQpLM4ndQ8+Nr+Kc/g/ObJ0i2eJhkW0W6oYa06mV4SpoSV47ffsRduGnfcezitKc1jdGG3VAFpQ6ue2wmMwrtLPPsdUbX3u9NCCHEYetomUPp9cEyt+Hfv0IIIdqT2WLhw8bj+Ynjm12rdrjpZyxkuCkXnTf4fbD7LCnX9lWUf/E0dYu/Jj7KEmofXbmGjb7gzidTSncUo7lZv7vFnnAhrh6n0N+0k9hAFVpqfwA2R48h/vQ/sU4L7lZKVmqI2tDW05XCGayt76rV07zEnT4iBgBbz+E0qqY92gbf9/zVwbKxm33BsrDDTdsZac5lpDmXc2wr2J/cnbVh53E99vZSFqwp5oVdZ/vutuc3395fg+bGMp6I+ZBbon7Y73hCCHE0OCQ7ouLi4igvL6eurq7F67sPuVUUhR49ehAb2/pq7d01w/fVRgghjiWmhHS6/elxNs2azswlccRtLOPSCb2Jtrc+WegoZTPf41zLDjaRSFqM/qD60KNixI/e70EL+FH2Ku+n+Tz02/xf+kWCZ/M8VvQbxoi++y73A+B3VPH5e5/TvXoZcTooUeNJstqbtbNmDeLtwNn4nfU0aBZOPnUUOYBu18xBVTUUkwWv3oopEH72kmd9sDyEHxiRNYDqPa7pzOE//lXNeAOdxU7s2IvR7WNiVdZtIvMXB5NW9yfsvySSP6BRWuWkXDcQVdUYYd4euqa3y3enEEIcKY6WOZTVGlwB7na3vroc2r5zSgghRHN2q5HxwzOIi2r+d2hDVRXX2mejqwel/iQSdQ4MWgBVDVDQYMQV3QePsQsDeySiU6B/diyN65cw1LoTVW8icsBYFJ2et1/7BMVVy3mXn0t0YlLYGIMH98IVdQcuzcQLH68gw6+RRSE7Hr8Yhy8Hh8FClM6Nye8M3fNE3R+4O/rb0PN/1FzIIFM+JsVPL2MpvY0loWuGkrUUmrrRxZvX7P09GzeNDTXnAP1Dr5VZMvk24U90MccyXNdU9u9U63pOta5nfnUvdpYPo4ehFACrztfmz/p5x0R2TJ3L6AGp3HvVcQCM6xPBnEWFjOoRvsNpz0UYZdXB97570Wh3bQc6nY8sXWWbxxZCiCPZIdkRlZYWXM29cePGFq/PmjUr9PiEE07YZ1+zZwd/5MvIyGin6IQQ4shnjElmwPlX8eB1o3nkL2NCSSgt4EdTD80hqFrAh3vNTAb51zDZ8AsBR8X+b2qBMvslno77gL96XsOZu7L5OP6mSYJf01FYVt+sTUu8lTsZUTuDOF0jm30pvOI7D3tO8zJGelskBVoy63wZ5PkT8SvBFXQBVWNgjwSG9k5CZzSz7rh/stDdo9n9u1XPbqqVvj5lEuYu3Zu1MUQlYIhOwhiT3Go/DbG9We7tznJvd/QRrdSu2EOjK/j57J7gvBE4n9Sr/03q1f9GZ5HdxEIIcaQ4WuZQu89+qq/f9/f17rOhZMGhEEIcuGi7mZvO6cHlJyY1m/9lLXkCnQKG5GwM9mjuiP6Ou6O/xef2sKKxC//aMYI1Sh/SSucy4rd/kloyl3xzLwB0AS9VM98GIKN8HmMbZ+ApKwj1rakB8l+4jrynLqfyx9cJuOpZXx+DWzOSTSEAY0ybyPUl4yCCObrR7PAHS7ibFX9YnA/FfMYFEcv4g20l8929wq75l37Kb7ETeLT2nNBrK71N51j1Lfo6rP3WEg8/b/Hx3txylniaz8NOsGyhurqOZd5gBYltvtbnY3t6p+FEdviTAIVFa5sSZenlC7gr+jviKsLnr9u2FdDdUEqyrhaXJ/z96hoObr4shBBHqkOSiDrxxBPRNI0vv/wSda+yQFu2bAmrbT5hwoRW+9myZQtz585FURSOP775dmMhhDjWDeyRSEp8ROj5kreeJe/dfxFwNXT42K6CDaie4CovQ3QSpqSu+7mjZYpuj51UWsul5CwZfai3pVEUiMMXaGO5uT36UlH2Wb5wz6+q3WdVPfXsR9gLF3JZt2I8ZXmcMbobCfqmz7Umdu9q7EEVgUgKY4Zi6zWC1CsfIXLQKehswYNqveV5lH36BNW/ftBqLL27xhJpMzG8T9smR6VVwQNxL7Qt4W+RP3GSupCZK0rZ1BAV+myLKxtwutu+6k8IIcShd7TMobKysgAoKSnZZ7vS0uCq9C5dunR4TEIIcTQq/M9NFLx4Pepecz9DbPDv1aQz/owxJokKNZpifww+n49qR3C3amyUJVh+T/UTcDew2jiY75xDwvrZTjpLPdmolqimF1WVQH2wDkSgsQ6DonGGdTVn2VaF3fuNaxj/rD6P1Y5YPmscyYuOCZQGolno7kFZINjfnqXrRpm3NXt/RUXlNGhNVT/WeDMp1Ld8xpLBVcV90V9yvf0XvncOYZarLz+6BvJFY1MZW53XSZQSrHARobh5qu4sXnGcym+ebi32CdDTUIqJ4DxKQeOuB9/jf9+sRkMhoCnN6u91rVzITVE/cW/MN2HzdABj10GtjiOEEEejQ1Ka76yzzuLll18mNzeXO+64g4ceegi73U5xcTF333030FRSYvDgwS32UVNTw5133onf78dgMHDKKaccitCFEOKItfyrj0gqX4IGbP/P38m+/hn0tv2XsDtYgaQc1Il3E1OzHkNEzEGfBWEwGXErejTFQHhV7SC9LYrUKx9hzoxNfPDTZi7xt+08LENkPGt1fWl0eUjO6slNw4e02jawxw9+qqpRu/ALbowI1u6um7kYw2lXYxuaQazdBLvOVK+PzGJekYV+xp10N5aH7t/s64KqahjssRjssbiLt2GsKMDjdLQp7t6ZMUx7aAJoGpqmoij7XkOSvO49noxdG7bCcP6S7yn2RTG4VxKFc79lzsz56HU6zv/LtS3u1BJCCNH5jpY5VM+ePQHIz8/H6XS2eE6VpmmhnV99+7a8sEMIIUTrNE1DtUSjKQa0vRYvxJ00GdXrxhibAsCAW1/AoNcRYTXSUOdAQSU20owt+2Q2W/qz3aXh9uaz1NOdSbamHT5LdEMpb3QyLrbpDFt0TXOTdw0X07csjvHWDQDMdfdmuz+Jq+zz+GfMF8xwDWChOoqdgXj6GIu4zj6bHsYyAIr9MaQaakN99TMVhb2HL5wjuN72FRVRTfPZKfZ57D4eypzWO6x9TNFCYvX1JOnriXB5SDdU08tYyueNI/jV3Qeb4uGE2Cj6mooByPUnE69rIIDCDNdAhpnzWvycj7ds5XjLVt5rOJ5kvYMJxrWU5m1hc4VKhkVjbW4VY/dobzI0n8+aDMHPzJvSn88ir8BgNLL1iZ9JTbTzjz+NanFcIYQ4GhySRFRmZiZXXXUV//3vf/nhhx/4+eefiY+Pp7S0FG3XSnOdTsdDDz3U7N4dO3Ywd+5c3n77bUpLS1EUhUsvvVRK8wkhxH5kxijsXgv3W000s3/K4+pJfTEaDu7spv1Zsr6MqR8XM27YAG67bNhB95N+8Z37TWK5PX4Gr36SIbENGFZA4MQ39lu2zpSUyY+6cexsbODlM04mMyWq1bZ77pZSVQ3NH15GQdM0dDod8UNO4ufZK9ChERedwy/ueDb7unBH9PdAcEI1x92H4z1VNGxYgL+2LKxkH4Ctx7B97h4r/ehRXNtXAZByyf3YureeQAMg4G9W5iJK5+LT+Tu4/ryBOLasZIwluMLQV1suiSghhDhMHS1zqJNOOolHHnkEn8/HvHnzOP3005u1WbVqFdXVwRX1J5544qEOUQghjniaBjfnjgfgG3tM2LXn5wfw1Dv58/lOUq0RxEY2nSM1oWoal8RWg78nelMyj767ClXVyIkPEKVzhvVj0AXnaP49KlIoOj3Z933Ot3M289s3m+iyxxG6Yy2b+aGmae4y0ryNBNVNr5hCKi0ZZHnLQtf2TEK15HzbMgAS9c3LvOoueJy0nF74fT5mv/0fkgaMxFrbdE7uXXucQ3VBxDLWetOxKl4sJgN5uxJg/SLrOMG3ZZ8x7OkK+4LQY19NKfVqV0oD0TT4w39mdfU4hW9X1bPDn8T5jd6wa05HHYkVy3Hr7RTV98GgPyRFq4QQotMckkQUwG233UZDQwMfffQRHo+H4uLipiAMBv75z38ydOjQsHtWr17NJZdcEvbaoEGDuOWWWw5FyEIIcURLGjcZW3ImO2Z+wpd1o3DO28767VXcfvkwMpLbf2fUvNXBVWt9u8X9rn7aspPq3+8t51yPh0hdANq2IQoITpridfXoKrbi8lgwxqZgiIoPa1O/bi732z/BZgum8bQ1FrRRk8LaGCLjWDv1FgL11eQYzbxeP57nxw7h7Tk/4dUMVBGN2WzCGHBzX8zXkA/l+S3HVOUxkLKPc7x2J6EAfFVF0Eoiqqiige0762gpvTbQVMhzse/hrxuDpXxt0+dRs+8ySW2laRozlxbQKzOWbl1aT/AJIYQ4MEfDHCozM5MhQ4awcuVKXnjhBU444QQiIprKE/l8Pp555hkAevXqxejRzc9vFEIIsW86nYJBr8MfUPEH1NDiQ01TGV34Dl11ZXjeAfXWt9Hbmv69rqoqOgUi42PR6RTiIs1U1rm51vgtxmgH8de9THRScCeVRRfAprjxe8MTKku/+oScdZ/Qy3AKBn13dD3HoG5dCMCjMR+H2sXoXAzQ5WHCR649mxfysjjdupbexhI2elNxaFZGmnNbfY9uzYBlrwV3AOrn9zB76I3YnKV0r/gVZv1KRa9zsdS1PAEbYNoJQFSEMZQAi/WVtdi2JaqmoFM0lni680FjU8nbme4BRFjCf2at9FqY78kBIL/UwXjLOryaAfgDurJNjLMEdwNPpw/5pW07+1gIIY5UhywRpSgKDz74IGeffTYfffQR27YFV2P36dOHK664gpycnGb3xMXFhVb7AUycOJHHH38cq9V6qMIWQogjmr3PaPrnjOLhwlqefG8524vquOXZX/nXdcfR1bOFiL7H77fUW1sUVzawcnM5RoOOMQNTf1df/oBKXokDnaKQndbyLievLxCWf9JaOUuqWd9+lXGWDXi/+ZISIH7CNUSPOCusjep0YFOb6qrrUIk+/iKu/caEgobZYuJ/aT2Jcu4EPcTi5LSUSuIjjQCUq9H8qzp4iO6/Yj5tMQ5zWm+ihpxKxXcvYy1cQk1NIvGnXLnf+AOu1icnf3niFwCMDEChP/+I+ZJInbvpfSgaqtcFOj3sXsWoN+53zLbIK3Hw4ier6JsVx79vlJXsQgjRXo6WOdQ999zD5MmT2bZtG1dccQV33nknvXv3Jj8/n+eee45ly5ahKAq33nrrQZf2FUKIY53REExEeX1NiShXo5OuuqYki6I3svSl+zHXFxE56TYeqz0bHSqfJgeTTadY15OpbcDodaCPjMdub1o4cJb6Mz1it6MWJEJ6cPeVFvCTsP5jUOBvUT/zmzaQxJFnULYrEaVXwlcNNvY/nx6nTKBocy2521aTqp8LwHJvNpmGSupVCxWROXxe1o077F+F3dtSEmq3pLXvkdf7cup9iRQEEsjIHMsji6PIMRZxQ+QvLd5TXONnsy+F3sZS1nnT6b8rQbUvXzQOZ46neQnZW/sVE71zIXXZp4a9XlnbtEXM09jIObYVTc93rGH3N/N90V9SEogFztlvDEIIcaQ6ZImo3YYOHdps1V5rEhMTOeuss+jWrRunnXZaixMtIYQQ+6YoCr0yY3nhtnG8/tVaNuyoJrl0AeVzpmH5bQYJZ/4FU0L6Qffvd1Sx9MfZoOkZOySDaLt5/zftQ73Ty63PzSHGbua9hyY2H6++hmTXNj5qHEM9NiacPoasiJg29X3euB7EbFgNVbte0Jpvp9ICe5fhU9EUHb5dX5k6VddsF9aJnjnkPb2Iu3sMwFVWgAJ82DgarYUzrgA8RZtR+zWtntM1VFD8/j8ABWNsColn3RC65ozMxFZfAICte8vfnw0bF/F/kT+ioaAA63zpYUmo3VSfFyW1HxSuAsAYk9xif/uiaVqzHwk9vuCOrkDgALanCSGEaLMjfQ41aNAgHnroIR588EHWr1/PlClTmrW5++67GT9+fCdEJ4QQR4cLLAvpYi7DVdybiO7Bv/sr631UBSKI1zeSePb/oTNbURtriVQdVJTXkJ4Uiao2Ja5S9HWkG2qoHXAJQ8++KKx/e3QUnjoLkeamxWyaP3x3VHSgDltG0zlHr9WP53zbMhL19cxx55CdMhiDPYbBfWw8e0s06/77K3G6Bq6wzw/dE9m4iostLSeFvnYODUvm7Gb11WHu0pOpc88A4MH6rUyNe3efn9c/X5jOIFMavY2lZBnKme4chEXxcfKuM65a4tJM6AkwyFSABmzypeHXdBgCbmL1TurV8M8jpWwhU+OCZdvfWXsicw29UdGRDbgjUkLtknadZyWEEEezQ56IOhAWiyVUpkEIIcTvY7MYueWSodQVF1L93p0AuAs3svC7Hxh12TVYTAf3lVC95HsG5n/NA9ERxKZd8bvj1AV8RChurKoP1eNCZw5fwe3euZFJrm8gErSuw+h+cu9Wegrnyl/PWMMWHGo+Tk1PYSCepMjmZQQjB52CljaAqioHFW4DSenp4WdGaaC3RVJv7UKkq6m0neb30qX6N9g1L7sx6ieiWkgG7Vb101v4MfBJw3GcPzwKNv0IgN9RGdauLOtMflmwCYCH41PxO6po3LQIW49hGOO6ABCor6KHsTx0z+5Df/dmiIgmotdx5PojMRv1pMeltNiuNR/M2MR383fw0h0nExdlaXZdO5A6iUIIITrE4TqHmjx5Mv379+ett95i6dKl1NTUEBERwZAhQ5gyZYqU5BNCiN8pQecgXanB62xKaFTW+fjF3Z+hsXV0iUoEYEnCOazYVMZ1sRm8cme3sD5Kko/nuzVpeFeZ+EPCDs4YkxW6NuavDzQfVNd0/rBTNRJI6gl7VNyYMrE3lgWzAOhqqMRks+P1BTA2lpO4czkBTWGHP5EMQ3VYt10N4XOi3U61rGv1/acn2wHolRlDunsDjbtev7n6Sv5kn81AU2GorVszYlb8nGv7Lfi+AzHMdPdHQ+Er1/BWk1iX2xdyOQubvV6sjSagKahKeMWJeK3pfSXq6vncORKAa4C6lOEsX19MvK6e0ZZtuLX2qVYhhBCHq8M6ESWEEKL9RSYmEThuErWLv8ZhTOS5tYkkPT2bv104iMG9kg6oL19NKY5l36MD4vWNJCXaf3d8rmVf8ljs1wDULVeIPf6CsOt7rrrTG01t73f7SmoXfgnAT67B/OIZyGl9xjRrp7PauXLqrNDzSSdoXHvOAG69dAjPfbgSVdXQmaws7/EXuq54iWxjRYvj7SsJtVsABT86cNaFXvPXlIa1ccZ0Z60veFCw3hpJ0Yd34SnZRu2ir8m86TUURYe/oWb/HwCgmKzYBp5MuacHjkYPyVosB7IX7qefl5Ohr2Peyu6cc1Kv0OuNLh8AWwpqD6A3IYQQR7qRI0eyefPmNrfv16/fYZkkE0KIo8HPurHU1NZzP3pUrwudyUp5dSOLPD2xZnRjQtd+ACj2BKpVJ/7KIor+9waWjBzixwcXFJqSu5Lrd0EdvP3d+rBEVEt0RjM/OAdxpm01X7uGM9psQlEUtC59UUo2YFnwaqhtN0Mlq+d9zWef5tGnTzeit//M0AMsphGh87b4+m/drmaQo5Q/Rswn4EnCtbkpYbV3UunLxuHoFJW7o78NvdbDWM6zcdOoDNh5rf6UAwsKyCuqIdWksbWwhvEE50eNLh9KvwlQtAiAtb6MsHsCJjsz3QMAjY+cwcUYn3j83PPKfMYOTuf8k3sccBxCCHE4k0SUEEIcY3RGM3EnX4693wnkldSRObOKvBIHD7y2iNOOy+TqM3oSYTWiM+5/VmCISaKi5znEbP4aY3waEb2O+/3x6fb4alIDza7rI2LZoqZDwE+/uHTcHj8W8/6/zvyepsSQVzOgtrJ5R93rgqpq6FA5LqGe8ZZ16BQFd2EP7K7isCRUSdyw4I6o/dBHxlFSFyBJV4cZH1fa5+Pb2fYZmKckeD5IoKEa1eNCb4nAnb8+rM0ST/cWD/rVGc3UVrl585vgxOzzWVv5+um21SEPuOq5N+ZbDPjxVFuBpkTUzpJajARLGmpqAGWPlZFCCCGEEEKIjtdgSiBCqcL7zaMUJ3Uj/bpnMG+azsW2fEbnvk/512NJOudmbJbgzhufowLPzk3oLU3nQMVHWdAT4K7ob/HrzMCk0LWaejduT4DYSHNo/qVpGos9PTjTtppLIxahJv8JAKWk5fJ2vesWYjE72eHsSlXsKLpVL0bXQjXzXF8S3feo+LAvKz1daTQnYClcwgjzdvBtx9rrRBrXz2ux/XkRy1vtK0HfwH0xX7dpXIDbqy/jtFFZFOws45fiHPr26YoW8DPvu+m8sdiLFyMQPAvYQIC7or7Bjx5NO5vYyN0VJpo+gJ+XFpC7s47cnXWSiBJCHHUkEXWI5eXl8eKLL7Jo0SIcDgeJiYmccsop3HzzzURGRnZ2eEKIY4gpqSu9kuC5/ipf/rqND2ZsZubSApK2fMmwyHLSz78Ja2bzg1j3pCg6Rl90GfXl4zDrtXZJQOjNFhpUMyo64gzNdzxZswbyquMUNFVF+VFjZMFS7rlm9H4PN1dS+/LL/AIijCpFgWBJvpbOO1L3OjdK1aBq5ts4lk/nHFvwNef2LCye8P6r7d35rdxCD207Ocamkn2/uPqhRMSS7tmGgkY/q5mkXWc+7ebXWTDpg3EY49PC4w54sSrBwbSAD8VkRfMGD739fPY2Tj8xB2Wvz2nvJFRd6igMJ16NYjDi+fafTI3bzAZvKjPcA/f5me3JlbcOw65kkzF3LsGCEkFZ69/i6bhggsyd3xNrVtv7FUIIIYQQQvx+N18yBCXPD3Nm4qstQ/V5yKhYQFdLcEHe7gVtmY3ruca+mILVdn5Sz2CctTtn7erj+L7xZI4owJDrwEl4Ke6f//sqcXWbSTjpQgadfCoAAZ+PZH1TdYcembEAVGtRxCkOAL7wjCFFK2eMZRtV5nTmVsYTre/NjNwG/h37GxZ8bPCmUqNG8K1rGB7NwON/GQmf/F+b3vcQcz6lpT/iNrpDP3JuyTyf5+el09dUxNX2uS3e92jjxdwX8UmbxtjTK45TKQzE4df0DB+QQbf0OFLcubhr1pIYF0f9ml/pteV/nG7tx7euYaH7rIqXVENt6Hm6a1Not9ZsV18Ctlj0dTHcFvU9Rf5YoG0LBoUQ4kghiahDqKysjMmTJ+Pz+bjssstIT09n9erVTJs2jSVLlvDJJ59gtVr335EQQrQjg17HRaf0YlT/Lnwy7TuOc62HRih57wFSr/43ltTmK7E0TaPe6SMqIpgAiUxKbbd4Ykafy1Vf6tHpFL4efXYLY8OdVwzHPv0fRPproBR81S9g2iuB0+y+9MF846ogwWShOhCcjKka6PfKXwV27YjSE0CHhuL3EPCH78xSVY2+ttqw16ojspjpsLBQSeOx2OCEJqAzscrblaTICCq9PmJ0TnqWr20WW2HsMCb++W8txp2x+QOeiA3ueHJu64Y5JRvN56GqzsXHP2/FZoS+BetbvHe3ZEM9iYkq2x+9gN0V2/uailnm7Q6AP6DiD6jodTqMBl2LfegstqbPKKr9/ryFEEIIIYQQv18X1zbc7mLM596KpWt/FL2BzD/9m8of/oO7cCOG6GAZ9qS6NUSZggvjttUn4Y/JDPVhNigYcoM7ib6Jupz+e/QfrdaSZayg3ukIveapLuVvUT8DMCPibG7Y9bpOCc6pVnq6UuCJokKxUKPa2ViXSmEggXGmGKCBgKaAAu81nkCqvpYnYj8CoFvWWeQdwHtPqVuLc8glGCq3AsEzdMdb1xOva2j1ntsuHUrZlz+SrHe02qYl9ZoFv6bHrnNzam8TSd3i2LGmgK7mXKor49BSg5+aQVHpZSgOfT5THaeH9aNV7Ag9Ptm6ATRY6+pLpqEKv6bj3R82cOWZ+14YKoQQRxJJRB1CTz75JA6Hg48//piBA4OrxS+55BJycnJ47LHH+Oijj7j66qs7OUohxLEqIzmS6yZ2pewbM/qAB1uPYZi7dA9r42+opeyXaXxd3pXZ2+Gqs/py1gnZ7RqHbldtBlXVWtyxpNMpHD8wla1zLLB7zhBoXsJvN19tOdt+mIbDlAjYOc6wmVNi5qGgUTWjjKQz/hzWvm7exzwY/SOx+uC5TOSCr8/Ypv4UI58vKOI0ZXHYfYN2vMv3ykkE0JHvj0dDIVNfyW3RP4AfiKBVdn9tq9ciK5uSTJU/vYnm86Do9FRGDsGLkfj8HYUfvAABAABJREFUX1rveBd3wXoKX7qh2etT7PNwrOjLPFdP/vPFGs4Y042/XjCoxT50RgulgWgAlIAt/KLegFfbtRtuPzvThBBCCCGEEO3PnbeWuqXfEXfKlRjsMQCYEtKJyBmFp2wH5i7BBYaG/hNg7iYArov8lbLYC0N96CwRNGSPZ/a6GpTUuLD+N9tHkF+jMSi+aY5oNOjBGkWjMY6r/nx56PUY6gFwambsyamsLfKzwdd0Oq1R85Gkq+P9xhNQUUjU1fN/UT81DdZCifb9qUoYynO1Lvzoual4GWdY1wDwr9rz0IB/xnwZ1t5QuTUsCfV54wjmevoA8Gzse+iVlmu5jzJv4yRL8PNj1pe4DHY0XRcASgKx9O/SnZmu/qgooSQUwM1RM3iq7iyqDEl8oihYMnJwrvkhrO+EhGgaN5nwo+fTX7ZyztjuRNsP8CAtIYQ4TEki6hBavHgxffr0CSWhdjv33HN57LHHWLZsmSSihBCdKqrvGGzpvan65X/EnzIFRVHYnF/Ny5+tJiU+gnPLXsXid9DfH8s85ew2nc10oBRF4Zmbx4YSUq3SGQhoCpqiQ9vHRKXsl2mYd8wnERhkPInRrMCgqAA0rJjRLBGluuqbklC7WMdewQ0LupER6SfSXcpo81bYq2pglLsEBQ2XZuZZR7C4xT+jPydO39hiXE7VhG3XYbtJzlzWbKtg0ZoSrjm7X3BC1wLV6UDzB+/RR/gA8Jqim7V70TGBa+y/tnqY754Crvr9tgGwpPfm8bpgeYiLhvdk9B7XDBP/zh0vzadPtzie7DagTf0JIYQQQggh2k++viteW3c8m9birSjEVfz/7N13nJTVucDx3/tOL9t7YdldlqX33sGCUuy9l2iMxhJjLDG5JiaxxKiJphpjjxLFLgh2Uem91wV2gWV7n9np7/1jYJZhK7CFhef7z5057T1DPtfZM885z9lNedJokifMJmt0w11PAydNwTugN6++8A7rK+3cFxe+yezN8sFscZVztjl8rZfj2kwfy2ZcG4Gxwc1rxvg0sn/+SrNzmmDewbBx5/PNPgufL88nS1+CXXGR4ShjdvSnzfYrL6tstm6rN4V+R6RCPyxx0eOk6QdRG7AQlb8oVP5I9AcEtIa15buOURgVP+cveSms/yW2laToKvnQOarZIBTQEIQ6xOSrY79LIdMMOwtrmZ3eh92+RG61f92o7/1R8/nBlQvMplhNwqaBDz2v1U0iLj6amXYjZtWDJRBcx/mbu9hYCCG6IQlEdaJ33nkHj6fxj4IVFRUA6PXyP4cQouvpI+NIuujnQDAF378/3Miewhr2FNYwO9oNKqTrK3l6hp20URmtjHZ8cg/lFm/KvmVfsX1PCe7o8byyWyWzZyJPJ2c1295VtDeUju4syyaOvAy2KQG/L+y9TzFQv+w9LrHuYaRuN9YIb7N9L7MuI0lXg4LGO86xeGn+zqxdviQGG/cBoHdXU/Hmr+gDrC/PYuStvwy1M6X0wn0weOeTJXsozh0rAOhR8gMGMqiocdHjqLFnWda2KQh12Lerg/NYsGRvsyeijtRoV159DTFqHfaAnoDXjWqQXXtCCCGEEEJ0pq2eVJRKGOtcS92BYFl0WT4fFBr46R2XhLVVopJZUNULrz9AUmx4IGq2YRm3xS6DfD3wdqg8oAZ/swoorf929bkyiena92z1pDIsKYmo/QfpqSvlSttSknXV5PnGU+yPbDYtnikqnm/cWYw07WlU11QQCsDkqeJGezCtYH1UbywVO0N16hGBpUttK5ud93jzLsabd7X6+Q77ztWHPF8SzoCJEn8k+9REypbO57aIxkGowyaad6BpGm69nV9XXo+qKgQCGr10Uby1tBJP7Zmk68rJ1ReiIoEoIcSpQyIfnSgtren7S155Jbh7ZMyYMZ05HSGEaJWiKDz64/HsK6qlrLwGyxdz8FkSSTn7WiIGTOiQZwbc9fid1WiBAKrJgt4eHpTyfvUPDicDjFbPx+cPNNRVFlH83tOoFjvJl9wfTC0x5ArcX/+bBF0tGfpyjvxbPnLUzEbPjzvjetYkTiHg8zNoYCYmq53Cp69gsrlR00aGm/JDr38WubDFtoeDUK/WTeKigXoy9n4DgOeotVhZv0t5ffsaAP54zqUUHApEAcSoDpYXmZg0aSY1Kxt2FGYbSpt85o74aUQUrSVFX8Vad09We7L4/dCzqPthVaufzX0wjweTvqXW6SGz+CBwREqOpS/z2+gtUAeuglSsvYa1Op4QQgghhBCi/diNGoNMeaH39eYELK5ScqzVjdpuyivD6wsQG2nCajaE1Y048wyK3l6Gvf/EsPJKayafFNUzvOfUUFmt08Of56wh0mbkZ1cOD5UvqMzm00AmGgqfZGeT/uUnTIz6jgAKjoSBGLLH8XheDs/Fvh7q49b0mBQfxpReGPRqk0Go5lQHLESp9aH3Ff0uYfHn35Csq2KyeXuTfebUjeMq+9I2P+OwJZ6+mDUXy9w5bPcF785NUGvQK34SE6NZuGgzra2UAxq8/c6X/D56ARUBO584h1N/sJw+xgLOiWi4U9igXHfM8xNCiJOVBKK62Pz583nnnXdIS0vjkksuab2DEEJ0MrvFQL+sWMiKRRsxp9GdTe2tbvP3lC14AQDL4DNJOe+OUJ23ojCsrUszYPY1BKKqlnyApzi4YKlc8j5xZ1xHfVQmn9UP4Xr7D6F2pUocFVoEIwyNL24yR0QyflzL6eVqA2b0OgWLVt9iu7a40f49R97Ea3SVo/m9oOpQFJV9/nh2+FIwKx4OvPxAWN9fRX8EQE3zm/rC5JZ9E/rmzzEUM8C4n/IvAygMCLXZmFfGC+9v4O4rhoWdTPPX15HqLQADeKuiw8aVa6GEEEIIIYToWjFHpQS3uEpZ5OpL74x+jdq+93Xw1M+4QamN6qw5I+hx5z/RR8SFlSfX72K8dS2llRlAMEjlLN7P5P0vU63GAA2BqIun5vDu1zsZNyh4d5LHGEW+Lw5ypzDtqmvYUVBJ9gYPHFpOfVY/iE/rhxFhNfLWzTPwH7HZsDmHA1dAWBAKwOAoxqUZ2OxNbzYQtdHbg8u05aG07W2lBfwMN+9luGkvb9RNYKMng4szSulfs5iCyDNwVB5olMY9z5vIa3WT+V3Mu6GyXN9OIg0uIlVX+P1YhzgCRlrL5iGEEN3JSR+IcjgcrFmzBrfbzYABA0hJSenqKbWbefPm8eCDD2KxWHj++ecxm9uw3V4IIbpQRwehgg9RQy993qPS5NWUh73/0VWTiLA2/JVfu67hMlhHdTVxgNvjx6uFp8hL0MpJoBxPYfRxTTFCdVGv2OioTAl7nryS6ImXEjvlqlDZDMt6/I7GuxmbstKdzSjT7hbbRKguAOo2fcco1cM+cgF4+B+LAfj9y8t547fnhtoH3A33Zqk1RWFjKToDHk2HqiBRKSGEOAmcymsoIYQQTYtNiAfggC6NNH8wN99n9YOZ0qd/o7Y/v2Y4yzcVMXlY05l7DFGJjcpyRo3DvclB4v5v8FacjSE2BZ/LQYa+nOKj2g7tnUBZdT2DewXnVJwwmvc2RvOjiES8FQfJzUjhuZ9PZeXvXiZO5yDD4uRMbROYowHQ6VRaoyM8gKQZLOxwRlHij2LSule43t5yf7viCgtCPVp1EV5Nz4XWVS2exrIekQL9OvtiYDEcymoRUA1YVXejPr0MJfwu5l0cASN5viR6ahoDzUWN2h3JpnrQaR6g8eZJIYTojk6KQNS2bdt49913mTx5MpMnTw6Vf/vttzz44IPU1AT/i66qKhdffDGPPPIIBoOhueG6hX//+988++yzWK1W/v3vfzNw4MCunpIQQpwUVLOVSiLw+SHFFL560HwNf/Q7o3sxeUAs+H0EfB5UvZGysXex8Ms1pEf4uOzMGwFwewPs9SWw1ZNKWqyBSMc+0IILDi3QePdbrdPDwqV7OVjmoLSynj6ZMYxvYp71xlgsroZdhxsD2XjjetPHXIrt4JoT/nfwO4PffTqvgxi1DovS9jufjg5CLXf3YswRaTqONiWwjM+UDByamVRdJYMNBWz25YS12VtYxeHs8ZrXhaYFo3CKooDXhVHxB9/rToo/LYQQ4pR3Oq6hhBBCNC85NYnbKq7CZrfxxEw9OxfOZaj1ID1TIhu1jYkwc+64zGMaPzE+gqKizWhAyYd/IfHin+N+/7fs9CaxyDiFcUe0HZKbwJDchND70f2Tibcp9Fv8a/I36rGc9yD+714i7tAprn7k0c8KxWrjANjRvqwfQIKuliHGgrDyTWpf5tT1JjY+lkn+hlNQR6ft2++LIUqt5+Hoj8P6/yb6A96om8hid26Lgahhxvxm62q9Ov5TM4s4tZZHoj9oVG9TPSTpgpsLC5VEUigDgvd7edA3+kwBuSJKCHEK6fJfi9566y0ee+wxAoEA0dHRoUXUgQMHuOeee3C7G3YS+P1+3n33Xaqrq3n++ee7asonJBAI8Lvf/Y45c+YQFxcnQSghhDiKvd94XjK42FdRy99GTAurMyb2ZGnkuRw4WMElyiryn7kegMRLfoG97zj2BFJY6elFxuAcIiIPBbGq9mNWvMxxjGPcwP7cNqMnTz09B4fLz8/GTG30/MoaF69/upVo1YFdcTHCVYEhLhVveWGjtkcqcEWiHSghe1gGNBOIqvRbidE5m6w7mnLoZFjKzvf5bfSGNvVpTktBqMNSdZWoKX24pe5NjIqfsYFdwNUN8zFHhF77o3tw33PfYTLqeOKOibg9PuRMrxBCdJ7TbQ0lhBCidbGRZhS9gRzPVvZuCJChLyfJsBJV0WiPFG/uwp0NzzrrBuo2LgKgt6GYD3XxLfbtlxVLbrKR/MWgBnxUbFmJrbLxiaASXcMJ3oO+aFL0VY3anGXZzAZPD16sncqtEd+yy5tEjqGYQe61DIpZC/7w9oeDUA9XXo6Kxj2RC0PZIY523RHp3I/HmgIPI+wHud74RbNtknQ1+N1OlmuDKXfpKPfbGWjcxxBjAXneRHoZSkJtVXMrx7qEEKIb6dJAVEFBAY899hh+f/Bb4vCuPYBXX30Vt9uNoiicffbZTJo0iQULFrBkyRK++OILlixZwvjxTe1RP3lpmsavfvUr3n//fbKysnjxxRfp0aNHV09LCCFOOkZDMAjj8YavIvSR8az257LTXcUFfQMY9q0KVviDKfzKq4MLirgoCwCaFqD36mf5VfShAXa8R55yFtuVbCq8btSk8FM/AL4v/8YT0RsbUi44wHtEuvV8XxyLXX24RF0b1m+WdV3wxfbw8iO1NQiVcP7dWLKGABBZemJBqLa6M/ILNkRHYXQE/81j1PAc8xjNwbzuQFJkMjt3VoWqPKoJbyAYikqVE1FCCNGhTrc1lBBCiLZRVYURvaK4onQxHIplmLSmAy7HoyB2LGURO8i3DOC61L4Y6iph6Pk8/i1YklpOpVez5nPKP3859H6vP4kPqi7klohvSNY1pB/fGzUy9LqpINRhg437SNNV8JFzOCm65tsd6aGoj4lsJgB1rFyagUWuvpxj2QgE77jK1Jdxdi+NCqcfKlvu76+rJNu1hemWjWz2pFEesHPQF8UGbwb7/HFMNW8FwFNfj9kkp5mFEKeGLv21aM6cOfj9fqxWK3/+85+ZMmVKqO6zzz5DURRycnJCO/cuvfRSrrrqKtavX89HH33U7RZRL7/8Mu+//z59+vThtddeIyYmpvVOQghxGjLqg3c6ebyNU+cZDTpMRh16swVnwICm6EANtq+oCS4sVm8rxuvzc+GExsF+j2oJ5Rz3+RvnOgi4nWF5vw+Ln3UHP3+3inR/AT31ZZgC9Y3aHPa+fxoxQ6cyde/fUWpLmmxT4IsjQ1/eZJ37YB4Rg6Y0WdcWf6qexX2R84N3Nh2DwQfehchkPOgxHnVvoScyg2drZgIKvxk2FlYvC9XtG3AT//4wuAj7JL3vcc9bCCFE6063NZQQQoi2++WPp1I6fyuKwYSrZB+KFghlWjhRe3fsYlDtWrJq1zL3i1zOqPsedqzkensM2wLDgGnN9i2vqEXzewH4yDmc+Og+lAZ2EK/WAvC24RIClYVcdV56m+djVrxcYG0+Jfpn9YPY4k3j3siFAI2CUPdVXMMzsW+2+XmHHU57fjgIBTS8PnCQ1Cb67PYm8KVrID+O+AaAymonZ5k3ATDAeCDU7iL9qrB+Ta1XhRCiu+rSQNSyZctQFIXrrrsubAG1bds2SkpKUBSFGTNmhMoVReHKK69k3bp1rFlz4vdvdKbq6mr+9re/AXD22Wfz3XffNWqTmJjIuHHjGpULIcTpxmQ4HIjyN6p78qcTAXC5fVz2cBZGg473+gV/VCuvridNV4F5z3bKCxw4UmZiSMjAWxrMtV0VsNBj4vnotq0GwN/EHVFaoPEzAdbOf4+fWpxEUdvq/C/WfcN7m83UGPVENdPGrTX/FWxM7Bl67Y1Mx1Czv9VnHlbhtzHSuOeYg1CHZf74aVSTpVF50Zrv+EP0B2zxplFYFp5S1uCqJEUX3PYXcDtRTdZG/YUQQrSP02kNJYQQ4tglzLq9Q8Y1GBrWL/03/x3bOVdQX1dHeuFWInTbW+gJa7W+vFt5GW5NjwcDVyrBxcpqTxYxdgN9tV0Msa8nsEWFwYPbNJ8CXzz9jM2nTz/HsjEsWHS0bH0xtQFzKE3f/xxjUYArbMua7QNQ6D/2TeXZhlIGB/aF3v/shfX8NCKaHvqKFvsdeUeyEEJ0d10aiCosDH5hjBkzJqz8hx8acrJOmDAhrO5wKruysrIOnl37WrduHU5nMCXT4YDU0caNGyeBKCHEaS/gddM30oE11YPZeRBo+sJag/7wqaZgMKl6xTwuqPuUjKjiUJvq/N5sGHA363eWkhMboF+fniQkxnLu2Ezq6r3YzI3THDgn/pTHX1qCzaRi8NaRaFe4SfcxPShu1LYllwQWQAuZH3obmh7Pa4oOOw2VdcV9BLxuPEW7+frjBQw27mvUR4lORqsK5liP1TmYZtnS5NjznMMYbCxo9iQWwLJNRazOq2bC4FSG9234t++zew6owfumKta8ADR8P2fs/YiHojYDUF8wEFvvkUcPK4QQop2cTmsoIYQQJw8tuuG0UqS7GFNqb7SDwd+34kytBEz0Rlyagfuj5uHTdJR5E7jQuhJXRDrn3n83Lz/9D/CBD12b5uLTVPb4EpoMRM13Dm1Imw7cW3EtRsXHH6LfwaA0bET8aeSXYf2utC3jkcpL2WlManatBnCRdVWzdQBF/mgW1A/mJnv4BvSxpl0AlPnt1GsmSvyRrQaiOGKTZHWdG51OxW6RVH1CiO6pSwNRDkfw/omoqPD94kuXLgXAZrMxaNCgsDqvN3iU93BO9PZ0xx138NVXX/Hmm28ycmTLP6Jt3ryZl156iRUrVlBVVUVMTAzDhw/nhhtuYPjw4Y3aT5kyhe3bW94hIoQQArzlhYzb8y/GAcZVPWHYs6G62vVf48xbg6I3Yes/HkWBQEDDH9DwlOSToYYvGOrLi9hVWcXSjQcZeflQBvVJwVtxkPHF/4OAH8+iJDhqx6BPMeDVdGCJoNBloLAaiA2fY23AjDm1F4aize3++Q3uKvY8dQ3pP3oKY2JPjIkZAFQv/7jJIBQQCkK1Zra1+fur3qibSGJKAnt+yGdrQTW1Tk9YIOpIdlcR7zw+K/Rerz8i3Ycm6SOEEKIjnWxrKCGEEKcHo0HHl/UDOMsSXAPt/9ddoTpTep8W+6qqgkqAJF3wXkNvTR5DzFs54KsC4IODqSxWL0DbmcjLLYxz2HM152JM6UVR7d6wO6YAplvC79j9c+x/AfivYwJ6/FzZwomn38W8i0s7sUDPy7WTuTvys2br43V16PCzztOTEaa97PPFku+Lp6+hkHhdXVhb5VCmCZ8/wLW/CaYY/OSZC05ofkII0VXaJ1HscTq8eDpyZ57b7WbVqlUoisLYsWNR1fAp5uXlARAXF9euc3nzzTf56quv2tR2wYIFXH755cyfP5/S0lK8Xi8lJSUsXLiQa665hv/85z/tOjchhDidKLqGXXBHp8krWrcEx9al1G38lkB9HfpDdz35/QF8tQ27yVyqlU+dQ6hKGIb7UHq/w+n+Ah4X9bvXUb93I+7CnY2eb9n0EU/FzOFi09Jm5xihulhSEc8rtZOP+3O2KOBj/4s/B8Dt9fPVygIqitoWbCrxR7DY1fuYHxmtOthbWM2OguC/47odpc22NfocWEx6LKZD+1kUHR5Nhw89itq2XYxCCCGOz8m0hhJCCHH6MBp0lAcieNsxtlFdwNxcQvIgW20B19oXh95rRisfOEeyScvFXRcMTpUEovAdsfx7Kfbn3FNxPdvJbjTefVGfcpfzr/yr9kw+qw/ffHHkqacjpcUYOdPc+kZCs+Jttc3RDqddL/Pb6W0ux666W2wfpToJoLLUlcPC+sGk6iqJ19XxTX1/7qm4PtTu8N3GLrfvmOckhBAnmy49EdW/f39++OEHvvrqq1B+8wULFuB2u1EUhTPOOCOsvcfj4Y033kBRFPr169du85g7dy6///3v29R2w4YNPPDAA/h8PkaOHMnPf/5zsrKy2Lt3L3/5y19Yvnw5Tz/9NDk5OUydOrXd5iiEEKcLxWAOngJSdOiiwk/kBKoOhpI1GGKSidKVogacuCuLiZ9xG76qYny1FbyzRcdnK8rpac7C7QkGVEzGYM8jAyVH7gx3bF+Oc+cqzNu/BgX6ezZw7aSz+eSHfFaYxpPo2EGmvuFHP4uzmJsitnXQv0JQ5eL32eSIZc4X+Vxhq6NXGzbnJepqSdS1fo/V0c5r8rRUw6knT8+xGPODuwc1ReWNBVvRqQpXn9MXxV2LUQn+W/7vm3zSymI5Z2zmMc9BCCFE606WNZQQQojTi9nvCN2ftMk8goGu4L27n9cPom53Ir9oqa+7nF5HZHfIGjmOvyzT82fL6xx4bhEPXf8cf527gfuva8hOlKIVozcW0IfdzY772+j3m6370DmCCr+dmyMWATDN8w1HZv77qn4AZ1raJ8OFSQkGiuJ1dVymW9yovtgfGToNBvCb6A9Cr8eZd4VeT7NsCUuzrtB0UE0IIbqjLg1EzZgxg++//565c+cC0LNnT1544QUAzGYzZ599NgCBQICVK1fy7LPPsnfvXhRFYebMmSf8fI/Hw5NPPsmbb77Z5j7PPfccHo+H3r178/LLL2MymQCIjY3lpZde4sYbb2TVqlU89dRTTJ48udFuRCGEEC0zRCfyddqtzP1qJzfM6s+lR9Tt7Xsdi75ZyaRsldj92/g/2xwAapbWcmDoVXy9KsCgnBzssXVAOdWVVUQ695Oqq8HsqQJS0EclMN96IflFdfxoesNCx31wN7Xrvw6by5Ctf2dUjAvcsFVLCasLHJGBrtLSg5j6ptPmnYjKb98kyWDn4ei61ht3gPKv30DzBvO9e9JGhAJRnths3vlyBwBXn9MX3RHfdet3lfLBtvUSiBJCiA7S1WsoIYQQpyebSQm9tuAi6qIHqf7gj0y3bITKjcDsZvu6ojKZUzeO7H69uer6C6hxeLhpdn9cPxhR0Rg/OJXxg9NQlIZn9HFtYKZ9I+6EfphKtx7zfC+0ribf13AS+FtXP6aaG8ZZ4enFUGM+cbpjW2v9o+YscgzFwc/dRkcGoY7J4Y2TR/y7HOb2+jlQUkdWamTYv5sQQpysujQQdcEFFzB37lzWrl0bWkhph+6WuP3224mIiABg+fLl3HzzzaF+I0eOZPbs5r/g2uKLL77gT3/6E/n5+QAMGDCAzZtb3gmRl5cXugT49ttvDwWhDjMYDNx///1cccUV5OXlsWbNmlbvmhJCCNHY4dNLTld4WoRCTwQbvRkM69UP1dwQ+DGoGrv2VbFg6V4AeveIxmYxYHfsZ3zNW5wXBf7VO2H446gmCweMWWz3leOLyWoYXGu828wYcIVeF/uj8Ws6Bhr3A5Ae4YND1UVOPTEd9Le/3ts1QSiA2jWfE3A7g/NIbbj/0KFEhLVTrNGU+u0A+DRJzSeEEB2pK9dQQgghTl/9+2ey95Pg616uzazNm9hE0rym+W0JrPD0YkzdDsq/foOYCZcwLbWOX9eeRZkhmbeVxpu4o+r2gI5jDkLt8SaQZQhmxeipL+dftWfi0XT8OOKbsHY3279tFIRa4sohUVdLjiH87uEjTTFvZYDxwDHN6Uh1ARNbvGmMNjV/0uswky4YiDIoASZbdmAwGkN1v/z7D+zcV8XDN45m3KCU5oYQQoiTRpce19HpdLz44otcfPHFGAwGNE0jKiqKX/ziF/z4xz8OtcvOzkbTNDRNY/r06fzzn/88oefW1NRw5513kp+fj9Vq5ZFHHuHBBx9std/3338fmvfkyU3fCzJkyJBQ7vW23jklhBAinNUUzEHndIXnwi6rqgcgLsqCarKii4xHH5WIzhJBebXrUJ2Zs0Zn8L8/zGT6qLRQX9XQkNdOrwtGjfyBhuCTom85711yTl/ecEzkHccYyuOGkO4KplDY403gk5oBYW3vqbieeyqup8DXfe/iOBAIn7uhIi/0elGBLixNhH/KT/h99cX8vvpiCvzxnTZHIYQ4HXXVGkoIIcTpTdUbw95nb3gh9LrUlN5i37NHZzD3sRlkVy6jeumH5K1ZSeW7f+Ay2/JmT/OUGIJjFmuxjerWeTJYFjm9yX6Hg1CH/STiK26xf8NGTw82ehrm2dQppVxDEVu9qS1+ltaCUPdXXMVHzuHN1ttVd5uCUBBMK+86sINtSxdziWUZ5+u+C9Xt3FcFwNKNhW0aSwghulqXnogCsNvtPP744zz66KPU1NQ0eYFuUlIS99xzD9OmTaNv377t8lydTsfs2bP52c9+RmpqKsuXL2+1z9atwV0YPXr0CO00PJqiKPTt25fFixe3esJKCCFE06zm4NfT0SeiSg8FohKiLdhzxmHvNy5UV/5WMEd5bKSZ+r0bcO3dRO3GYD7wCl08idFJobaHU8n5/A359VSTtdE89pj7Y3Ec4F3XeJ694Voyfn8VVtUD5Q1tImxGvI7wU0CPR7/NR87hmKJiwVHO8QhooHZBhoW9/kQydSWYVR+GhB4EXE40IOBouHfqIusqxpt2sLB+CJ7SfezevJ9e+iIAiv1RxCQmNjO6EEKI9tBVayghhBCnL00L4Dr3//B++iciVFdYnU81t9y3vgbXzlWh947qapTIbPaV6Jtd84y+4ka2bdvDHoeNpB3PhtUNNRZQVu8lX0mnp7a/1blbVS9zHaMZZspnkDG8faEvmlR9FRC846npu3Pb7oGoeSQcx529AO86RlPsj+SnkV8CEHA7KXz1lzT9C2SQ2dTlP+0KIUSbnDT/tTIYDE0uoA67/fbb2+1ZFouFzz//nPT0lndsHO3AgeCuh9b6paQEj8Tu39/6l6EQQojG7Fod2fpiEior8NX0RB8ZPGVTXn3oRFR0cKHz3P/WsiGvjF+cG8/U/H8yJFJH6t591NdFUr3sIwBiplxF9sRLw8ZXD612Akde9HRUOogqawbjbv8/Pn38l9xpW8DePy8OBqGO8Hn9IKazkctt4Se3bKqbq+1LwXF8n784bQrvbTWw3ZfKz2anM+fTTTwc/fHxDXaMMnUlAMRRjXt/daj86CPUSboabrB/j2NbKon5W7k7cgMA8/XnUJOQhRBCiI7XmWsoIYQQp7eAy4F54e8xH7UwmFM3jvjM0Uxooa+naDdlnzaczC039eC5vRO4O2IhP9LNBxrfYZiY3ZvE7N5UvPtFk2PGew/SllwM6zwZRCr1xOocXGVbGirf7U3gudoZXGP7IRSIaqvX6iZxg/37JuuONwgFcKltRdj7msqG9dg9FdcDMNftY+WWYob2TmDdzlKG9k447ucJIURnOmkCUc1xOBysWbMGt9vNgAEDQkGeE2EwGI45CAVQWVkJ0OxpqMMO19fUHOdlhEIIcZqL3vwu90Suhypw7c/F3j+eysXvc1/kt9RHWrCVJkP8GKodbkoqnNRXVRAdqCRaDzhL0Ef1Co3lrgjP7+2vr+XcireYFOkm4ocVMOAxAKy9hvKefziT1LVUBaw47T3x7lzOcNNeAALO8P+mrzWPIdDnHDy799Kb5nOIH4+kA4u4JULH/ZXX4LPEURyIbtfxm7Ldm0LGrJuxfvsMmufQDkdVBwF/i/0qv3sbEgaH3t903gDs/cewastB3nztY0r8kbz59FUdOXUhhBBH6Yg1lBBCiNObamg49fSReg4JvXIZv/OvXGVfCnuXAk1fYQGws0yjTJfFPoeRhfVDuMUWh13ZTvZRafSaMnj7v5os92kqeqXxPb9He6VuKgAJavh6brsvhdnDY+iZV9bqGEdaWD+Y9Z6MY+pzvIpdRla6+pGg1nCOeT37/bHc/9fv2XtQfm8UQnQ/J0Ugatu2bbz77rtMnjw57O6lb7/9lgcffDAU0FFVlYsvvphHHnkEg6Hluzw6gtvtBsBsbvnIsclkCmsvhBDi2OgsDQH/gCt4rMhbcQCzoxhzwIfiDu4yS9eKSbGshtKGu6BM9kjMPfqxKDCcA04zF6eOx+70YLMYgvnHAwESvAdI0IP/0AkrAEVnYAA7qdeMeNFTnDUTvbnxH/jF/kiK/NHEnHMll4zMYNczKngbNTthRiUYAOqbGctlZ/aGNmaIKPfb2epNJU5XSz/DwTY/r4/hIHz+GBoQP+tOUMFTuIua1Qtb7aspOuoDBjTgnx9tw7vCwDhtNXdFfolL0xNwnY9qtrV5LkIIIVrXXdZQQgghTg1H3ql7QeAzPvaPaHPfGlMyz5VOJFtfTLKuGlVVSGjijqZj0ZYg1JF+mfgFHJHgwmQyc1bpqwSOmMcSVw7jzbtaHGeaeQvnWjYc07OP17bdpXzgHMV40w6usC1jhzeZTRW1ZJqgVjNTqcag87taH0gIIU4CXR6Ieuutt3jssccIBAJER0eHFlEHDhzgnnvuCQvm+P1+3n33Xaqrq3n++ec7fa46XfAOkOYuUhRCCNE+7Kk9KS0rxGi1oY8IphyyZAzAEJNC5aI56CyR+B3VTC1+HSxA3mbmRl6P31nLfZMnYErKZFPkRHZUVbF8TgGqUsCHfzo/OLjacJ+TXm1IzVe3+YdQGgU7bspMukanoCCYkq4qYAul9XMMu5qy795tdClue3gu9nX8L73OJKMZrfXmAMTp6pio23FCzy2b/zcAsh6e26ZAlM1XhV4NRuN0dcWUlyURpW4DwKz4cB3YgbXXsBOakxBCiAbdaQ0lhBDi1HT+7sdDr3W9RrfYVlUVFDTujvwcgIN1Q7gn8rNDnVv+aXJX7ERyKn5gvy+GdH1lqNyU3g/3/q2tzrOPvpDKgA2D0UTA05A7/Qx1BYGjUqm3FoQCMCm+FuvL/TbidMeZo/0oa5auBtKpCAQ39eUaisg1FIW1qa5IA7Lb5XlCCNGRjr7yoVMVFBTw2GOP4ff70TQtLJXdq6++itvtRlEUpk+fzu9//3vGjx+Ppml88cUXLFmypNPna7FYAHC5Wt5t0NaTU0IIIZqWPPliBt35J/rc/FusvYM77YrjhrPjoAtUHaaUXtSu/yqsz4N3XcDDD16LKSl4P1FMhJlUXSV99IX0sZSFgkqqyULq9X8g9cYnSL3m0VB/b2X4H/Rmgw5fbUXofam/4ZSWgsb+kjq251dQFd2Xv9ZOb9fPf7RQqrxOVvL+s83W+RUDhrhUMh94iyO3Z1xoXc0NrjeorXWGypQjgn9CCCFOTHdbQwkhhDh1ZP/qvSbL/c6W70VSFQ2L0nAcyeQM3ktbpkWT/dDbLfbNPfcK/lB9EfropLB5pN3whzbN+Y7IL/nDpDp63v1Cm9qfqM/qhxx33y2etLD308xbeC72DW6P+KqZHmAoPbFNiEII0Vm6NBA1Z84c/H4/VquVF154gYcffjhU99lnn6EoCjk5OTz//PNcdtllvPTSSwwdOhSAjz76qNPne/jup9ralr9gDy8GY2JiOnxOQghxuli68SCvrXSzsffN6CPjMMSmttg+NsrMFPMW7oj8kp+YP8WxcyUQDIqYe/TDnJaLKaVh55ivpjz0epm7F9nxehS9MVS2zxfHO44x/M8xlg2eDDzL3mbRi38hYv9S3v7DjHb+tCcHx7alzdbpNC/e8kKql31MICKRA76G7zyT4qOHviGIh5wkFkKIdtPd1lBCCCFOHYGARrk1M6xsvnMo+TEtn4gyVhXweMw7offWlEweqrySFfU9WfnOay32jdj9Bb+O+oDkum2N6jzGqFbnbEjtjSUpnY/e/7JR3eNV57PG3bPVMY5FP8OB4+7b3xjeN8fQ9F3EVQFr6LUnLue4nyeEEJ2pSwNRy5YtQ1EUrrvuOqZMmRIq37ZtGyUlwd0RM2Y0/LinKApXXnklmqaxZs2aTp9vVlZwl/3Bgy3fuVFUFNxVL5cCCyHE8Vu2dD0rXvwjxSu+AGB/SS37/PFEZQ8EQGePwWVNotAXzd6IYbi9/rD+cZFmjDSUqXpT6PXny/N54rUVrN7W8Id9ff6m0OuxpjziDi5BNdtQLRF4dFaqAlZ6TTuPnrF6Bhj2c5ZlM2dZNmMtXIVB3/B16tF03FNxPfdUXM9LtVPb9d/kZBTw1KOb+mOeqjmPrZ6G4OBeXzyPV53PQ5VXYu7RrwtnKIQQp5butoYSQghx6lBVhX8UDeeZ6plEjL2Qnd4kqgJWtjpjW+yn6BoyJCRe8DOSsnPQgJnW9cTt/LjFvu4DO0Ovi/xRrPNkhN4bPdWtztmY1pfoMeezbGPj3/IGG/cRqdY30atlD1Rc1WzdMFP+MY/XnFe9Dd/n64/43K+rF4fWnMtqktvteUII0ZG6NBBVWFgIwJgxY8LKf/jhh9DrCRMmhNX16NEDgLKysg6eXWO9e/cGID8/H6fT2WQbTdPYujWYo7Z///6dNjchhDjVeL/9D/ElK3B88S88ZfvZV1wHQHqiHQBzeh/Ui//A9mH3slCbyKUPzeO/CxpyhPesXs1w014A/Kjo7NGhut0Hqlmy4SCFpQ25u1WLPXwCqg5TUhaB+lqMfie5hoNEWPSMc/9AP2NhqJmxfBcVXzbs4jMqfvroCxlsyCdT3/73Rp1M3nOMwtp/Esaa/Qww7CfniHzlmfoyhhnzmWlZS/mXr+LYvrwLZyqEEKeO7raGEkIIcWpx6KIo8Mdz86eR9DYUc419CRcNtbXYR4vryT0V1/Nq/H3YB04iNtLMX27q06bnpVz3OyKGnkV9dDbJumoMR2w2rIpufYxvV+Tx8iebGR7Y2Khugmk7OYYSagNm/l17Bh86R7RpTuda1rep3YmqN8RwT8X1vO0YyxBjQai8t3MjFiV4LUi9u+U7q4QQ4mTRpYEohyP4A2BUVPhR2qVLg6mAbDYbgwYNCqvzeoOXofv94TvfO8PhHYder5fvv/++yTbr1q2joiKYjmjSpEmdNjchhDiV+F0O0gINwZ79L9xDVNU2VAKkJTQEjPpkRHNR1EZ+UvdXnop5iyG7/oPmD/4hnuhu2Im2JGomlsyG7xOD4mW2ZQ2Juz6m4pv/AqCLDt9JppjtoDZ8TabrK8lcE37J+yfOYQDUrPksrPyOyC/5UcQizrRsRolK4lR1iW0lZR//hcCGBfw44msMSiCsfoZ1PZPN26lZtYDSBf/uolkKIcSppbutoYQQQpxaTAY9mfoSLrMuC5VF2w0t9omPsnDGiHSuKf8reU9dg7O2Fs83/2rT8xRFJWHW7Wj2BAAGHJG+blNtdKv9Ax43FdUueumD2TC+d/Xh5drg73sxuuAm8+3eFHrrixhj3NWmOZ1h2dKmdidqojl4Giyghac6n2Fdz5Mxb/Nc7OskOPc02991YAeO7Ss6dI5CCNFWXRqIOrx4OnJnntvtZtWqVSiKwtixY1HV8Cnm5eUBEBcX13kTPSQjI4Nhw4I/Oj7//POhReBhXq+XZ555BoDc3FzGjRvX6XMUQohTgbeicdqEW21fcW3MGiwmfajMsW05VT+8CwTvJbK4ylB0wfrI+MRQu3iDK2ysydue5mzLJhIKv6dqyQcAWCdczb9qz+TftWfwR891RAybHhrrMKvZSNSY84kadyEbbWP50hX+Q19TtOqm83qfKrxl+wnkLWu1XcBR1fGTEUKI00B3W0MJIYQ4tYw2bOfeyIVMNO8AwNp7JIa49Bb79EyJ5J7LBmLQPCheFwd37w6tk15Qrm7Tc3XumkZlPm/rGyzGmPIYXPklbzgmAjDJvJ2bIxaF6vf44hlp2sM0yxZS9K2n+mvNPOfQEx7jsEGulTwX+zpX2Zu/uzfeVdBsXeGrv6T43T/iq61oto0QQnSWLg1EHU5d99VXX4XKFixYgNsdPF56xhlnhLX3eDy88cYbKIpCv35dc9/EL3/5SxRFYdeuXVx33XUsW7aMyspK1q1bxy233MLKlStRFIV7770XRS5nF0KI46KarE2W24/a/a2zRoS/j0sLvbb1GY156k1UT/oZfc48P7xdwNNobCUxm63eNLb6e/CnB2aiUxWM8enMjbwet6ZH0xlJuuAuIqZci3nclawwjQdgS8/Lj+sztlVp8ni+c7UtbcXJTJeS29VTEEKIU0J3XEMJIYQ4dfRT94a9T778l+iPSIPeFE9JAXufagg4+TWVOa7JvFQ7lWq15b6HudIbp80bb8lrU19F81OvGRuVF/qiqQ+Ymuhx/ExK56bKM8WnNltniA3eXR9wN329iBBCdCZ96006zowZM/j++++ZO3cuAD179uSFF14AwGw2c/bZZwMQCARYuXIlzz77LHv37kVRFGbOnNklcx4yZAiPPvoov/3tb9m8eTM33HBDozYPPfRQowWgEEKIttNZIgikDGTd3lrSzQ4Cyf0o3FdIckZ4MMMQE55OL/ncH4VeWzIHYckcRPN/lofz+YJp5WIjzUTaGhYphZ4o/q/yMn5+9TB6JWXy6rzNvPdNQ8qGtPKOTXWQULSEBHOHPqJTWKbc1NVTEEKIU0J3XEMJIYQ4dWw1DMDorCVdX0mtJRW/sxbVbEVRdc328eotodd+TUGJTmaZMxOAHm3cIl9qyabeH0VdwEz2oTKrzYzP3XK/zZ408mLPxH5gbaO6VH0VSdqxn4Ka7xzKLOu6JuvOtmw65vFOhC0ls9m65Kv+D0VnQGeLaraNEEJ0li4NRF1wwQXMnTuXtWvXhhZSmqYBcPvttxMREdzpvnz5cm6++eZQv5EjRzJ79uzOn/AhV1xxBQMHDuTll19mxYoVVFZWYrPZGDZsGDfccIOk5BNCiBOks0aQcd0jPPh/C/A4/Lx0+9mMiTTjD2jh7ewxrMi+lU/XlDN6eG/uTO3VpvGLs2aStOdTAOKmB4NXvkAwEKXXhZ9m3V1YDRh4Zu5Wxo/ohaoG688encGsCVn4Pl0GdcG2f6+dzg5vMtfafmCUaTcAtr5jKa+oxVyy+bj+LU4Fn9cP4rL4Hl09DSGEOCV01zWUEEKIU4MreSh/Whe8r+mpHp+R/+cbSb/1zxgTM5rts69Wx+Gtfm85xnOd0USU4mSKeSt6YoEzW32upTKPZF01a3zRoTJ7/4lU/TC3xX6Juhp26QzkRtQ1Wa9Tgt+h+3yx9NC3LYVdc0GoruC3xDZbZ4g+de8rFkJ0P10aiNLpdLz44os8/vjjzJs3D4/HQ1RUFLfeeiu33HJLqF12dnZocTV9+nQef/zxdp/LmDFj2L59e5vbDxgwIHQflBBCiPZnNOgY3T+J/SV1eLx+dDoV3VGb7BRVxyWXnU2vIaUMyG77vReRNCxCKokiCtDrVIb2TiA6sunUDP0zg3/gq4pCklrFqOrtRG2MpqZ0B7UBM6pO5bc/nsCdb+xnXX1PJk4ZgdWkx5ScjePt9v/eOlnYBk3l+1V7iFadZBtKm2yz1dvWc2lCCCFaczKtoYQQQpx+7r9uJHUVZTgP7sbkCN7zpGmBFvvodSpVAQvRaj0XW1eiU29hqmUrZ5g3Y4jp2abn2pwHABhuyg+VmdMaMmaU+e3E6xoHm6xK8MjUWZF5UNv02MX+SN6om0iqvpIb7d+3aT6dZZc3kRxDSbP1Zm9Vk+WufVsp+eRvWLOGED/jxx00OyGEaLsuDUQB2O12Hn/8cR599FFqamqavEA3KSmJe+65h2nTptG3b98umKUQQojOpmka10YuR9FX4P/wI7QfPY2ia/y1ZdDrGNU/uYkRmmfZ813otWf9Ahg1Ab57kZ9YilF8Kt7KtFDav1/fNJr3vtnF3VcMAyC9+Duuta8mqbScmlIIpAzg15uD+cpHv7eV6eoWHHo/PnNvYiacQ33+ZkBrNIdThWPjtwww6vlX7Zmcy3r6GIoatdntS+z8iQkhxClM1lBCCCG6irt4L9e730CJcKHGpJFw1nWYkjJb7GPQqfy79gweiJqPTfWgeeo4wxzMGGEdOr1Nz431l3F0uMuaM5y36sZztX1Jk0EoAJvqYaJ9L9GpU6n+4Z0m21QHrDwc/XGb5tGar+r7c6ZlS7uMBZBjKAkF8ZoS2LsGJoxuVO6rrcBXWURNZRG2fuOwZA5qtzkJIcTx6PJA1GEGg6HJBdRht99+eyfORgghRFdTFAX35m9C7/11leijEtpl7Lizb+Lzed+gAAc9w8kF3EW78ZbtB0DzeUJtxwxMYczAlND71KLv0esbFgE+f4Apw9JZtHY/StV+xlk3gAV2f1VCzwnntMt8T3Ymxcc9kZ81W/9c7Bt4d0bByGmdOCshhDj1yRpKCCFEZ6tcNAfF6wIgUHkAW+6oVvvo9Sq1gYZ7ohS3k9XeHPyBALP7TWnbg0deBvsb3790tX1Jq12zTFVEDpndbCAqt4nNdMer0B/TbmMd1lwQCqC0uulLsqy9R2LNGYFz12rcRbslECWE6HInTSDqsOrqanbu3ElVVRWqqhIVFUVWVhaxsc3nPBVCCHGKUnUQ8APBnXftFYiyj5xF+cersCku+rk34Hedg3boOaHnNkNTGm7TXVg/mMm9x3PnyD6sWbeTKy2LQ3U9daX4asrQR7acMrDYH0mSrub4P0w34Vr0igSihBCig8gaSgghRGcxJmXi3LkKANVsa1MfvU4Ne5+UksDrteMB2DpnHY/e2vpd677IdJ6ouoDElHieOIb5BjSIGDSVf700n1nH0O947PPFUq8ZW2/YjsoMTWcHUQ0mosdfhDVnOKZ0ORkthOh6J00g6ssvv+TFF19k48aNoVzmR+rbty8/+tGP5IJdIYQ4jSRd/AtK5/8Dc0Z/rL1HtNu4W3aXM8qYR4zOCU4IuB3UjrqZf89dRXZqJHdFxjfbtyh1Chu2FRJA4XtXXyakDqVm2Qf8IebDRm39zlqMraSpOB2CUAABlwOAyu/ewZm3BrQAMZOuwNp7BOXV9WzeXc6EIWnoVKWLZyqEEN2HrKGEEEJ0ttgpVxEz+Uo0rwua+O5pil6n0ENfwef+Mdx8x9UYI6IYlqpgLNuJtbISaD0QVbZ1NbdGfM2OyhRgZqh8a/xZ9Cv7stl+xUoCVn0iBytcYG3TdFtV4bfhRddoLddDX8GPI75pplfH2F5rb7bO3KMf5h79OnE2QgjRvC4PRPn9fn7961/z4YcfAjS5gALYtm0b999/P4sWLeLJJ59Ed/SN9UIIIU45tj6jseaOQlHaNzhhsxio0YyAE4CAy4k3Mp3dvn1EmOJRDaZm+2adfRnKwBr++d4G3HjxOSqpLtxHU99KiqqiKArznEOZbtmIUfE30er0YM4cDIC3qgh34U4A/M5qAJ54dSXbCyrRqSoThqR22RyFEKK7kDWUEEKIrqQoCorR0nrDQ/Q6lZHG3QzX7aXiaz9Jlz3Ija7XwA54AW5sdYwcex01uloSdbVh5XEjz+bD9yu50Lq6yX6RgWre+2YXs4wrWxz/3oprUdF4JvbNVucSq3O02qazaDS9Vq5eOR9fTTmRw87CECtrLCFE1+vyQNQTTzzBBx98AIBOp2PixIkMGTKE+Ph4/H4/5eXlrFu3jqVLl+L3+5k3bx7x8fE8+OCDXTxzIYQQnaG9g1AAPVMi+Z93IDq3h9T0ZC5xVGP+7mWei93M/MDVLfbNSI4kIzmSBUv3simvHP3yN9CVN1xG6zVG8H11D+JiI+lpD6ZE+sI1mK9cA0nVVXJ/1Px2/zzdgXXajQC4Du4OlfmqywCIjggG/lQ5DSWEEG0iayghhBBdJeDzULfpe8rm/wNL1hBSrn6k1T52i4GBU6fB0ldw7lxFZVXdMT/XHJNIDWBIyAgrV+qrmw1CAdhUD1Hug1RpVlKobrbdn2P/e8xz6iyr3FmMNO1psi7Tm9dked3mxbgPbEdRdVh6DcOS0b8jpyiEEK3q0kDU5s2befPNN1EUhf79+/OXv/yFHj16NNk2Pz+fe++9ly1btvDaa69x0UUXkZub28kzFkIIcSrQqQrTr7maR/+zjOGGRIrm/I7DmbxnVb4FXNJi/8rv3uGqqvn4ogNElDtD5R94xjNyxhV89OZqJiekobNGhOpiVMdpG4Sa5xzKNbZEAHwVhaHyspISYoD+dcsYGbEDQ0UCkNI1kxRCiG5C1lBCCCG6UtmCf1O3IZh+rn7P+jb10elUeo+dTP7SVwBw1TWcKMoz5JLdhjFMSZlET7ocQ0xSWLlh8Yut9k2t3cQ/a6fyp9g5bZrvyaa5IBRArK+kyfKoMedRu85M1ZL3ce3fjuW633XU9IQQok3U1pt0nDlz5qBpGomJibzyyivNLqAAevbsySuvvEJycjKapjF37txOnKkQQohTjckQTE+kuo7tjqbdB6opWL8Su1ZHtOoMq5sesZO6ei8AFnP4Xg89p29avm3eI1JBBBr+HXTbv8FdtIehtd+Raygi9odnumB2QgjRvcgaSgghRJfSAqGXOlt027v5vKHXisFEbcAMQJSn6UDK0QyxKcROvoKIQVPDyqN9pa32rTGnMMC4v81z7U6aO+lk7zeOuOk/wpI9BFNa706elRBCNNalgaiVK1eiKAo33XQTkZGRrbaPiorixhtvRNM0li1b1gkzFEIIcapKS7Rz5wW9ubbu5UZ1/vrmU0WUfPceETW7m6xLH3MGk4am8cB1I5l4xF1HE4akNpu7+3RwwB/bZHlAA/fBXZ08GyGE6N5kDSWEEKIrxZ97Kz1u/yvx5/6Y+HN/3OZ+//tsC+87RvFi7VQUg4mvXAMA2KlltNLz+K1xZ3JPxfUcjByEV2v9nsS9vvgOm0tHqYls/jyZMS6NlKseIe6M6zpxRkII0bQuTc1XUhLc9TBkyJA29xk8OHjZ+cGDBztkTkIIIU4PsZFmxloLKA/4mqht+tJ3gKjiNc3WaZpGpM3IpKFpYeWzxmexJcmCe9WnmPA20/vU9efY/+LZYoFx55Lyi7e5/OGGFIUf9RvP79/eCcDgvultSsshhBCnM1lDCSGE6Eqq0YIaa8EQm9p64yOYN3/MxbbdvFE3AVVRmGbeCsA4dcMJzadUjSchUNZk3XDTXtZ6eqKQyayUEmjhaqoF9YOZYTmxuXSFKnfjAFvAXU99/ib0kXGYkmWFJYQ4OXTpiajD/P62pysKBALH3EcIIYQ4Wt22pVR89VqTdYra/G45TQn/6lSiknijbiJzHaOpMKQ0eZpqUE48V5wzkE3plzWq2++LoVrX9ImhU0n9d6+Rf7AGv78hlUePJDsexcQ2bxrbvGmUmdK7cIZCCNG9yBpKCCFEV/FWHKRo7h8p/+KVNvepw0qJPwK3ZgAFoo5Kc368yt2GFuvPsmxC1XykGFuIQkG3DEIBJNbtaFTmrSikeO6TlM77B5qmEfC60bTmN1sKIURn6NJAVEpK8ELyNWua311+tMNtk5OTO2ROQgghTg/1RfloPk/ofYXfxvJePyHt5j+hGEzN9qvJnMIPrlyKLL2Im30npln300tfxGW2FahfP4dj65Jm+1ZE5PB8zTlhZen6SqL8FSf+gU52Pg+vPf8f9vzjbp6NeYNfRn3EJHs+lx1xOmpHQWUXTlAIIboHWUMJIYToSlXLPmbfP+/EuWMF1Svmtbnfd9pwFrn6YVa86NSGtOXu2JwTmk9fQ8unfXvqyzkvYiMZVzxAVcB6Qs86GUVU7WxUpuj0WHNGYO7Rj/xnb2TvU1ejeV1dMDshhGjQpYGoMWPGoGkar776KuXl5a22Ly8v57XXXkNRFMaMGdMJMxRCCHGqCigN2WlLYoey2pNF7abvqd21tsUTUc60Ucx1juWJAxO49vUaqg7sY7z5iHuOlBa+WhWFPF9Se0y/W7rWvhibuxSdopGsq6bwQHFYfU6P6K6ZmBBCdCOyhhJCCNGVPEVN35fbGrvOx2W2FZxnW4dB37DeCjir2mlmzbNarWxZs4HodjqFdTLZpzTeZGJM7EnyFQ8Tf86PUPQG0OkJuCUQJYToWl0aiLrmmmtQVZXKykquv/56Nm/e3GzbLVu2cMMNN1BeXo6iKFx11VWdOFMhhBCnmojckbxRN5FXHVOpVSM527KJsyybqfnurRb7qYoS9t686Lnweout2b5+/+mbDmGLJ61R2RjjrrD3GUkRnTUdIYTotmQNJYQQoitFjTkfa+6o4OvRs9vcL6Az8p2rD3HDzyDSZmRjxEQAquIGdcg8AbZ7U3g1/j5iJl/OmvV5HfacrpRX0/Ipr4yf/pPsh95GHxHTSTMSQoim6Vtv0nFycnK4+eab+c9//sPu3bu59NJL6d+/P0OHDiU2NhZFUSgvL2f9+vWhBZaiKNx000306dOnK6cuhBCim7Mk96RSs5GoVNOrbFmb+xmUAM/GvIFO0XBpjfOR2/uOa7Kfr7aCc7f/jnNP/eugGvnQOYLBhoJG5an6KkYa87jOvjhYsAw4873OnZwQQnQzsoZqsH79eq688kreeOMNRo4c2dXTEUKI04IpJZvkyx465n6zWUSueQ++vQ7gRs68/BI2renDoCH92n+Sh/QxHOSz3Zv4elU6tRUV0E6Z+Sr9VmJ0J8fpqkhPcaOygM+DojOgKErwRJQQQpwEujQQBfCLX/wCt9vNG2+8AQR37W3ZsqVRu8OX6l133XXcf//9nTpHIYQQpx5FURhj3sMYQ+PLXVvS37mSSiX4nWRWvG3up/l9x/ScU0ltwIxLMzYqd2l6jIq/C2YkhBDdm6yhoKCggDvvvJNAINDVUxFCCNEGuewJvqjcj6Zp6P0uBvWKwxQZ3aHPnWbezM59Y+lv2N9sm5KYwSRWbmjzmCdLEArgoD+6UVnZpy9Qt/l7Es+/C/uASQBoAT8oCqCgHJXlQwghOkOXB6IAfvWrX3Huuefy8ssvs2zZMhwOR1i91Wpl7Nix3HTTTYwaNaqLZimEEOJU4q0sajII5dW3vE3OW9HyZbjNC0/L59BM2BQ3AKbU3rgLG18ye6oInXg6ylp3ZudORAghTiGn8xrqm2++4aGHHqKqqqqrpyKEEKKNIkfNpGblpwB4fAEKX/1lsHz4OcTP+HGHPXeQcT+6yjUk6aqbrP9AP4ub+pupWtwQiHIEjBT44+hnOIhL02NWTt5Nhbn6A43KAp56CPhRjVaqV8zDuWsN9XvWA2AfNIXE8+/u7GkKIUTXBqI8Hg9GY3CH9IgRIxgxYgR+v5/CwkIqKyvRNI3o6Gh69OiBqnbpdVZCCCFONUrT3ysGrZVTTse5e0wfEUvSpQ+ABu7yQp76qApV0fj749cBCnuevOK4xu1OXq6dws0Ri0Lvf3D3odgfxV5fAqAxY2Iu2V03PSGE6BZO9zXUfffdx7x588jJyWHixInMmzevq6ckhBCiDWy5o0OBqCPv3dXo+Ht0e5YvCW4ExBNW7tcULLipWb0orNymeuinBjcgnsxBKICA3tyoLPnSB9B8XlAUHAtXhIJQAI4tS+CIQFTA46LwtYex5o4idorcJSmE6DhdGoi65557cDqd3HzzzUyZMgUAnU5Hjx496NGjR1dOTQghxClONduaLFda+dGu2p6JroV6v7MGnTWy8bg6A7Y+YwAofuwSHogKltfvHoI5q+Mu6D2ZrPf2DMunfnvEl+z2JfJS3TQACurbKWm7EEKcwk73NVReXh733nsvN998My+88EJXT0cIIUQb6SPjqfDbKA/YyVQV0n/8Z3y1lRgTOv67q9KWicuxn0RdbVi5TtEY3cuGRT8Ux+YfOnweHSEjWiVvfxVvf7mDxBgrt1wwECB0N1TkyBnY+o7FEJOEY9syTGm5Yf1d+7fjKcnHV1shgSghRIfq0i1yGzduZMWKFezZs6crpyGEEOI0pJqspNz0FACBQ5vw0m97nvRbnmmxnzdzHL+tupjnas5h34i7sJ9zR1h9/Z625xYHqFr6AZwm91tMNG0Ly6duV90MNu7judjXucb2AwX7S7twdkII0T2c7muod955h5/85CehU2FCCCG6h4/fmYde8ZPnS0JVFYwJGVizh6CPiO3Q57o0PQfiRrHKkxVecfbPiZl8JQPHjSXxgp/xrqN7prENGO0ALN14kBWbixrVm5IysfYahiE2lejxF2PpOTCsXme2YUrvi63vuE6ZrxDi9NWlJ6Kqq4P5WYcMGdKV0xBCCHEaUhQFS2ovvFf/k1/8bSnZaVE8F5/Waj+9TqUyYCcuNY0p505F0zS+/2Q+w4z5hwc+pnm49m09nul3S5fZVjRbN9q0m6+rajpxNkII0T2d7msoCUAJIUT3NKT8M1RV41xLcOOepmmgBUBRUJpJm34stnpS6WcsbFT+St0Ucs3JnJdaCtXwt5qz2elL4b3snvidMRhiUlAUhQutqxv1DWigHl9m9k6zuiKSMyo3Ms22k3WVKZSXVuBe+Bf00QkknndXq/1NqTmk3fBYm57ld1Sj+TzooxJOdNpCiNNQl56ISksL/uC3b9++rpyGEEKI09jBymCe8JS4plP1Hc2gD351en3BU0yKolDij2SPL55qSzqqxX7Mc1DUlpL9HdXWaDnm8bsLw0mef10IIU4GsoYSQgjRHdWaksLe5z97A3ueuJzK7945oXGfr5nOF/UDecc5Jqz88/pg+vPbI74iR9mPrToPgJvti7hvVio73n+Rg2/8H5uXLsHvcqBXwrNUlPojUJWG7BknK6uzkC0L3+NC01KSddXs3FGAq2AzroLghkdvVTHVqxaw95kbOPDKQ1Qt/ZDaDd+G+mt+HzVrPqd61YJWn1X4+q8p+NtP8NVVdtTHEUKcwro0EHXbbbehaRp/+ctfTtvUEkIIIbrO/MV7eObN4M63jOSINvXR61QusS7nZ+6/k/fYpex75WHONG+mh66C/Hor1qxj26FuTO4Vyt/dFr5JPzmm8buT+0xzu3oKQghx0pM1lBBCiO5oe/IMvnX145W6yQCYUnsDYGxDVoqW9NKXMM28hd9EfxBWPt2yMfS6f2Abtn7jAbCqHkal+llcALu9CSxYUwb+xhviEg7dJ3Wyn4iaYNqBqc8EAC6xrmD/3nxSrvkthok34nR58ZQUUP7Zfwi46nAX7qTi6zeoWvLeESNolC14gfIvXmnD04JRufo969v/gwghTnldmprv7LPPprS0lL/85S+cd955jB49miFDhpCSkoLd3vqO8pkzZ3bCLIUQQpyqTIaG/RiDc+Lb1Ect2sJk8/ZD7zS8hdvRH1qcDGYH3uoSDFGJbZ5D5NAz0AL+NrfftH4rp2cyJiGEECBrKCGEEN2TL74XH6z1Ex9lBiD58ofwlh/EkNDjhMYdZNzX6DRTI4EAS339GcwSAIrf+xPz6q8HoHd0NKrZyku1U/hRxKITmktX6KGvIOu8S9nuLCQh7zt2HdiJJfMCnnttJYtf/5QzeuuZlTOFKKMPe78J1K7/CnNGfzRNQ1EUKr59CwBFp0fTAi2mSUy86D4UnR7jCf5vJoQ4PXVpIGrUqIaLAH0+H0uXLmXp0qVt6qsoiiyihBBCnJDRA1LomZxHXJSFfpltuyRXy1/bYn3AUQOtBKK8meOoyNuMyaAjNSkLAq0snI4QV1/Q5rZCCCFOPbKGEkII0R3FUk2Ovoih/QYCoOgMGBMzTnjcckMyGVp5o/K36sYxzrKbbFsdlgGTmftmGYNNjfvrdSqKzkC91vQdhMvcOYw17TrheXYkRVFIGz+TJzfoyPMlcWa5g2WbDgLw9U4f1glTue2iwQDY+oanMPQ7gye/4qbf3OpdXabkrA6YvRDidNGlgShN01p8L4QQQnSkSJuRv/5iGorS9nwLer0OTwv1fpej1TG0iTfz77yV9EmNZXh6HzSft83PT6rPa3Pb7uLhyssBOGd8FtldPBchhDjZyRpKCCFEd5S27wvuilzH1jI3MKHdxrXmjuLTtXrSUmIZUv1NqPxq+1JerJ3KpuoMLtph5WK+AGAxI7jy9hvp92YeW/dWMH5wCgBnWzY1GrvCbyNXf7Dd5toR/ls3gQcO7MSWlE722KlMCexn07z/kaToKFZj8Qc08otqm+2fMOt24s68HkXfdCDOV1tBzZrPsfUdS93GReijE4kaOQMt4D+mu46FEKJLA1FPPPFEVz5eCCGEOKYgFEBEr8E41y5s6G+NRnNWHdMYMWte5dH4PBSngqswBlNSZpv7GgLuY3pWd9BTXwZAgj65i2cihBAnP1lDCSGE6I4inPsB6Ova2ErLY1MTlctnrgCX98rlh6UHmWjaBsAubyLXRCyj0LuFYt+NpOkrADAqPlRrFL+9dSzb8isZ0juBgNdNH0PjgFOsrvVNhl3tbMtGCl9dTMykK/jR+ZdTunAptZsXkqMfxQWzp/DP99ZTfvAg5V+9jiE6CfugyfiqS/E7qrFkDgoGkzQNv6MKRReHogu/v7js03/h3LWa2vVf4a+tQBcRS/3u9fhqy0n/0Z+66FMLIbqjLg1EXXTRRV35eCGEEOKY2fqMIeOe/3D/H+fhdPt47Py+1Hz8dKjeW1EI2S3f4uTYsjj0unr5xyRd9HOMydl4inZ32LxPZrdFfA1AeUERMKVrJyOEECc5WUMJIYTojhKmXUXl9+9gH9TOf+/vWsJN9g0MXfM6HJF6L8dQcuj/urAWfc162wTOdi1klLYe9/5tWHNGMLxPMKW639V9N/sl6WowJmZgTMzAU1JA9bZVeDU9NeYUzhnTk9fnb+JB8xtULwu2N8SncfC/v0EflUjGnf8EoPC/j+At20/6j/+MMSE8XaI1dzTeyoNYsoaij4xDNVmp+PZNAi4n3qpiDNFJnf2RhRDdVJcGooQQQojuaOvuEmpcGiWBWPSxqWF13opjS93g2LIYLvo56T/6E7sfu6Q9p9nt6LW2pygUQghx8rnjjjv46quvePPNNxk5cmSLbTdv3sxLL73EihUrqKqqIiYmhuHDh3PDDTcwfPjwNj3vrrvu4q677mqPqQshhOhgEYOnEjF4aruPm+jcSU9jy/fo2lzFXHrLz6j+WzCzRdHbj5P9q/dC9YrewHeuPkw2b2/3+XWG9Fv/DEDdliWojjLyfcn0Hj0KnU4lIzmaksoIEnW12AdOxpiUhSE+HUNsKlrAT9mn/8Jbth/VbIcmsv1GDjuLyGFnhZUZYlMwxPdAb4/uhE8nhDhVtHwLXRfzeDwsW7ZM8p4LIYQ4aXjK9mP75GF+Ff0RQwz5KL7w3XPR445tp7rh0I6zus3ft9scuyvNUdHVUxBCiG6vq9ZQb775Jl999VWb2i5YsIDLL7+c+fPnU1paitfrpaSkhIULF3LNNdfwn//8p4NnK4QQ4lRRHpELQH1MDoa4hk2Ce7wJ7PfFALA/bgxxUZZmx1CNFr52DWhUvtmTxofOEcc1L6/W+T+5WjIHslI/gq/cQzh3bCYAGckRPFZ9EZsmPUXiBfegM9vocdtzJF/2IIqqo+5Qto6MO/+JMTGjhdGPfM4gCUIJIY5Zp/9XMRAI8NZbbzFr1iw2bNjQYtt169Zx0003MXnyZF5//XX8fn8nzVIIIYRommP78tDrmyMW4dn4ZVi9zmpvdYzIkTNQDGYUo5mo0bMBqPj6v+070W4o2l/e1VMQQoiT0sm+hpo7dy6///3v29R2w4YNPPDAA/h8PkaOHMlbb73F0qVLmTNnDmPGjCEQCPD000/z7bffduykhRBCdKryL15hz5+uoWbN5+067v7Iwfys4loOjryDHj/5K49WXUyxP5IsQynrPT35c825lFuzAIiZdAUAUWMvaDTOaGNeo7KKgJ1Yte645mVQAsfV71jVGhNCr3XWSM796X384v5rSYy1AtAzORKbxYDH13g+mqYRcc7tWM64BQzmRvUBTz37/n0vxe8/jbeqmPqCLfhqwtdsWkB+qxVCtE2npuYrLCzkzjvvZOvWrQCsXr2awYMHN9t++fLlaJpGWVkZTzzxBPPnz+f5558nKUnyjwohhOga9Xlrw967i/eSb+lHdXUd2emxoLS+xyP+nFuIP+eWsDK/s6Zd53kq8dWU4SrcieauRx+VgCVzUFdPSQghOs3JvIbyeDw8+eSTvPnmm23u89xzz+HxeOjduzcvv/wyJlPwQo/Y2FheeuklbrzxRlatWsVTTz3F5MmTUdWTOomHEEKINqpZ9yWax0XlD3OJHD693cb9auU+QGXFlmLOGt2Te5OWEOmuwaepzLKu42xNx/cMAyBm8uXETL680RhawM9M6/pG5ZO6Qaq+CE8ppfP/ScKs2wGIspuIOqJ+5vhMZk/Mwl9bga+mHF1EDIqiomkBAu56ltem8a8PNjLjwEbuuDT8rmNfdSne0gK8pQU4ti4FIHrCpcROvQrX/m2Uf/kaxsRMEmbe1lkfVwjRjXXaX/WlpaVce+21bN26FU3T0DSNgoKWc7hmZWUxbNiwUPv169dz4403UllZ2UmzFkIIIcKZ0nqHFwT8vB84k5fqpvGZZSaKqjuucS1Zzf+oeLqrL9hCyXtPUzrv79Sua1vaJyGEOBWczGuoL774gtmzZ4eCUAMGNE5pdLS8vDx++OEHAG6//fZQEOowg8HA/fffH2q7Zs2adp2zEEKIrhM9/mIAbLmjO2T8g2UOACLdRQAU+YPhGKPiZ6RnRYt9A+76sPfOgCHsvVdvba9pdgjV1HzaQZ1OpfyLlyn4648p+OuPCXg9vP7Su+x64ipKPvwLB8oczLSsZcjm56jdujysryEmhbSb/hh6b0rtjSE2OfhMowX3gR3U561B0zrn9JcQonvrtEDUr371KwoLC9E0jSFDhvDmm2/ym9/8psU+s2fPZs6cObz33nuhhc3evXv53e9+1xlTFkIIIRqJnnApO9Vs1nsy+F31xaTe9AS/vXUssydmceOs1n+Ea46t79g2tfPrjMf9jJNdsT8SoNG9JqqxYWEVcDs7dU5CCNGVTtY1VE1NDXfeeSf5+flYrVYeeeQRHnzwwVb7ff998D5EnU7H5MmTm2wzZMgQ4uLiANp855QQQoiTX+Sw6aTf9hzREy9t13Gnj+kJwAWTe4WVp+sbNmBUlRS1OIaiKFRqDSnWrao3rN7gO7nXINETWv439TuqQ68DGjjVCHSaD3dJAZaCZQwz7iVFX42zOvzOXkVvwJSaQ/pP/krPn79K6o1PEDF4GgDGxJ4kXfYQ6bc9h9KGrCBCCNEp/6VYvXo13333HYqiMGvWLN566y1GjGj7ZX8DBgxgzpw5jB8/Hk3TWLhwYSg1hRBCCNGZdGYbn1tn83LdVMr9dlS9kbgoC7ddNJiEmOZ3orU6riWybe38nuN+xslujy+B79ce4Kpff8oP6w+EyvWR8VhzR2MfNEVOjgkhThsn+xpKp9NxwQUXMH/+fK655po29Tn8/B49ehAREdFkG0VR6Nu3LwCbN29un8kKIYTocjprBMb4dPT2mHYd96eXDuHFh8/irNEZjeo8WjBbRUJ23xbHUM02/lB5Abu8jdPYlvqb/r5qzc4mxuooOkvL9xR/4hzOE7UXUn7esxhMZgpdNh6qvIKDvS9iQu1CAqg8UX0+u/Q5FFc0DroZ41LRWSJQFCWs3JY7CtXY+G4pIYRoSqcEoj766CMAUlJSePzxx9Hpjj1tkdFo5JlnniEyMvhD3XvvvdeucxRCCCHawl20h0vr3+G+yPlcZVvSbuPq2nlB1h2NNeXx1H9X4XD5eG3+llC5KTmL5MseJPH8u4kaPbsLZyiEEJ3nZF5DWSwWPv/8c5566ilSU1Pb3O/AgeAmg/T09BbbpaSkALB///7jn6QQQoiTSu2Gbyn+4Fmcu9o37aqqKiTH2ULvX6mdjEfTUR2wsNKdzRf1Azmgtv5dNdK4mxxDcVjZP2vP5F3naF6pbfoUb0t6HzVWRzkcbGtJwBZHkTeSF+ftpKjcwehBqdRrJtbku1jlyWa5uxdF/mienLOFWx77IpShomb1Qip/eBdvVUlHfwwhxGlA3xkPWbduHYqicPnllzfKA34sYmJiuOiii3jttddYvXp1O85QCCGEaBvN6yLJXwR6CCjHdx9UU0wp2e02Vnd10BfFxVNzeP/bXRSVOykqd5AUa6Hw1Yep06zUGyIZcu3dkvpBCHFaOJnXUAaDodVgUlMO31PV3Gmoww7X19TUHPvkhBBCnJSql3+MpySfQH0d1pzhHfacRF0NRsWPUaknz5fEak82I4vMnNNKv6vsSxuV3R7xFQFNob7neGj5isYuY1T8rbbpmRzckHKw3MGdT3/Dn+6aBMDCnQowMTgOXs6ybMKr6SgomkrPlChq1n2NpygPv7OGmpXzAUi76Y+YUnMAcGxbjnP3Omz9xmLNGtIBn04IcSrplF9yDh48CATzfZ+osWODd2gc3k0nhBBCdCq1IfiUqSvB72yfH8mqV8xrl3G6szhdHTedN4Apw4I/bi5aux9/XTXuwp0YDq5H3buCwrKTOz+7EEK0l1NxDeV2uwEwm1tO43M48Ha4vRBCiO7PEBc8laToO/bO21nWdQB8Xd+f3b5EAFZtbfl0UsBd32ydqmhElnfvVLGZxgqei32d52Jf58wR6WSlRjEtqZK7IxZyjnk9mfoS7or8nHMsG5ltXcfmncF/r6hRM4gadyEBV11orCP/93MV7qB27ed4DuZ1+mcSQnQ/nXIiqr4++B/0wykhTkR8fDwATqf8ECWEEKLzGeN7hL0/+OajpN/6zAmPW/H1f094jO7u8G6+qSPSWbR2P4vW7OeCfg15yKsCVvZuKyYtoeUc6EIIcSo4FddQh9MLHn3HhBBCiFNf1JjzMaXkhE7TdLQzLFsoD9j5wd3y/VAAaIEWqy29hlG34Zt2mlnni1eqqD70+orpwX+PfhkR9MorwWxUiDLHkFFfHmq/o6CcmUDE4GkAuPZvw5yWiyGhB4b4tFA7W+4oDFEJmNL6dNZHEUJ0Y51yIspmC+Zqra2tPeGxXC4X0PouOiGEEKIjqCZL2HtFb2iXcaMnXtou45wKhuYmEGkzsq+4jvfX1fPnmhls8PTAoZkxbfsMLdB6+gkhhOjuTsU1lMUS/A49PJ/mtPXklBBCiO7DnJZL9LgLsfQc2GnP9BHcAGEzt7wPXzGaebVuUrP18TN/gs4WfUzPLvDFHVP7jhTRozeBzDEw/GJiI4Pfrbkjx1Dpt5KmFTM4wccnzmH8o+Ys7qm4ns0FDSegvL4A25yx2IZOx5IxAOWIDCHm9L5EjjgXU3JWp38mIUT30ymBqJ49ewKwbdu2Ex5r69atACQlJZ3wWEIIIcSJUs3tczrH2ntkm9q5ok/9P/L1OpW7Lh/KU3dO4rNVB9nrS2CApZQ+hoP0LvmKgFtORQshTn2n4hrq8N1PrQXXDt8NFRMT0+FzEkII0TncRbup2/Q9nrL9HfqcFcpQAJSMoUw8KxhcuvuKYS32UVQdqbqqZus9VaX4HeH1i125rHH3bLZPhr682br2VJp1bqttjPHp5FzzANkzrgmVZfdKI6rPcBSjmZxR49ANnc12XzB9YlG5k7L9BdTlrePP//mS/3thKe98tbNd5qtpGlorJ9CEEKemTglEjRgxAk3TWLBgwQmPNX/+fBRFoV+/fu0wMyGEEOLYZT7wFpm/+C+ZD7xF8hW/bJcxA/Vt2/Geec5V7fK8k9ELtWeEXo8dmEKfnjFcNb0vI/slYbQ1BPwCnuZzuAshxKniVFxDZWUFN1Mcvv+qOUVFRQCkpKR0+JyEEEJ0jqrF71Py0V+oWb2wQ5+zXZdDqT8CrWAdw+McvP/H8xg/OLXVfrmG5r+bqpe836ish76cWJ2j6fYBS5PlHSFQXXRc/RRFIeeKe8m6/01sfcdSUePCiJcoxYkBH0WL3qfkf78nYv8SIhUnI1f8ir3P3Rr+bE89zry1OPPWtvm5JR/+mX3/uJOAV+6BFOJ00ymBqJkzZwKwYcMG5s07/svYP/vsM9avXw/AGWec0UprIYQQomOoBhOqyYJqMIWlJjghbbwvo+jtx9vneSeh2yK+DnuvqgrnjsvkN7eMxd5/AhHDpxM19gLqZM0ihDgNnIprqN69ewOQn5/f7H1VmqaFTnD179+/0+YmhBCiY3lK8wFwFWzt0Odc53uXBF0tjrh+GBIyMOhb/+lT83nJ1Jc1W1+/a3Wjsgx9ebN9otTO2zjnV1pPFR/wuil84xEK3/i/Jut99Q6mHHydP8XO4Xcx7/KrcyNIzM5Bn5iF1mMYPWIN6BSNQF1FeL/aCor+9wfKPvtPm+aqaRqOLYvxVRUTqK9rvYMQ4pTSKYGoQYMGMXbsWDRN4+GHH+bbb7895jHWrFnDr371KxRFITU1lenTp7f/RIUQQoguorNFs8ebcMz94s+9tfVGR/lrTff7Do0783q8I6/hF0uS+dWrm5pt5/H62Vd84vepCCFEVzsV11BTpkwBwOv18v333zfZZt26dVRUBH/omjSp+fs6hBBCdC/R4y/B3KMfkSNbTyXXHmzlW/HVlLaprRbwhb1f78kIe2/JHtpe02p3Pn3rp680rwdXwWZcBVuarC/atZ0eSnHo/YD+mSSOm03GrU9zx20XMHPGWF6pncx/dZegaVqonc4ahSVrSNvv/dICJF54L7FnXIc+8uS5Q0sI0Tk6JRAF8Mgjj2CxWPB6vdx55538+te/Zt++fa32O3DgAE8++STXX389dXV1KIrCo48+il7f8kWDQgghRHdijE8nNfrYT1eVLXwx9Nrco20pl+6K/PyYn9NV9r94H/tfup+iuU8SZwngqPewr7iW0srGuwy37qngkofmccdTX1NX7+2C2QohRPs61dZQGRkZDBsWvKfj+eefx+EIT2nk9Xp55plnAMjNzWXcuHGdPkchhBAdI2LwVFKv/wORw87utGf666rb1E7R6Tnga7iXcIixIKw+YuSMdp1Xe6qzprfaRmeNIH7WHSRefF+T9fboGEr9EZT4I0j/2SuY03LD6scPTiXf3IeVpTa27a1sGNdiJ+XqR0iYdXub5qqoOuwDJhI97sI2tRdCnFo6bSWSnZ3Ns88+y913343X6+W9997jvffeIycnhxEjRpCamkpMTAwej4fKykpKSkpYvnw5BQXB//hrmoaqqvz2t79l4sSJnTVtIYQQolP4nTWYHG3L720fOBmvz4972+JQmTmjP7Z+43Ht69hUFx1prmM0Dx7xXvP78JTkAxqeoj0kXWxhcE4CyzcX8Y/31pOVGsl1M/qhabC/pJbHXl0e6vurfyxmzMBkrj6nb6d/DiGEaC+n4hrql7/8JVdccQW7du3iuuuu44EHHqBPnz7k5+fz5z//mZUrV6IoCvfeey9KG9PWCiGEOPlpPi+a34ei16PoWk8nd7yeqp7FhdbVuFOHMSOzbSd1FJ2BJe7eXKZf0WS9OSWnUdlydy8yYlRSnDtPaL4n6sM9dma3oV3k0DObrYvukcXGIb/AZtYzxhpB3ZbFWDIHobNGAqDXqVxxVi7+gEZ6kr3ZcdrC73LgKclHNZgwpfQ6obGEEN1Lp26JmzZtGq+99hoPPvhgaCffrl272LVrV7N9Dh/5TE9P5w9/+ANjx47tlLkKIYQQncnvrGlz2+iJl1K97GOOvCrJVbCl2VQL3cVlthUEPC5UoxkAX10FEPw7QGePRtEZGN43keWbi1i1tZhVW4vJzYjhnS93oBZvY5RaisHix6x4Saqt4l+fn8WkoWn0SIpo9dm+mnKceWvwVRUTO+3ajvyYQghxTE61NdSQIUN49NFH+e1vf8vmzZu54YYbGrV56KGHuvw+KyGEEO2rYtEcqpd9ROy0a4kef1GHPeeAP44yv53xpQtwFWRgjG/9xBCAjkCzdRVfvNyo7NP6oWTr67lB17WBqKHedcA5JzzOLRcEg3ae0n2UfPAsAFkPz0VRgsm0Zk3MDrV1uX3kHaimf1YsiqIQ8LhQdHoUXcs/M7sO7KB62cc4ti3F2mcMyZc+cMLzFkJ0H52em2H48OHMnz+fd955h7fffpudO5v/D7ZOp2P48OFcfPHFnHfeeV2eSkIIIYQ4GdSsWkjtui+7ehodQ2tYAOoj48m469/4asqo37OeqmUfMbCmml76evJ8yVw9vQ9jB6bw2bJ8civyGGPKCxsqQa3lk+93c8elQ1p8pN/loOBvPwk+W1GJGnMBOmvzwStN02SXvhCiU51qa6grrriCgQMH8vLLL7NixQoqKyux2WwMGzaMG264QVLyCSHEKah6xXwAqpZ/3KGBKIBazUKtIZZEs61N7TW/l4ttqxoKVB0BTUHVgndHOXetbtTn0ej3WBAY3y7zPRGa1j7rkrLP/oNqNGPuOQiAiCFnhIJQR1u09gB/m7uOHkkR3G5biK0qj5Trfo8lo3+Lz6hd+yWObUsBMMaltcu8hRDdR5esSoxGI9deey3XXnstRUVFbNmyhQMHDuBwOFBVlejoaDIyMhg4cCB2+4kd+RRCCCFOJZV+K6z6tKun0XGOuPxWUVT0kXHoI+Nw7lpN5XdvA3DloOlU9ezLORODuctvnNWP8v8cDBtmkXEKKgG+WrWPa87ti91qRKcGF2mBgIZCAM3nRTWa0ZltmFJ74z6wHbQAzt1riRg4uZnpaRS/+0eMiZlEj7sQxWDEV1OGPjJBglNCiA51sq+hxowZw/bt29vcfsCAAaH7oIQQQpz6osdfRNUPc4kccW6HP2u3L5HMqHj6xiS3qb0WCD8NpZ73CDve/Se5hmDqdGNCBr6q4kb9+hkOgL/lsesCJuyqu+VGx6kqYKUgkHjC4wQ8LmpWLQAga+rVpFzzW0ypvVvooRETYWJfcS277W76GXXszCticCuBKFNKNv76GqLHXoi5h6RQF+J00+Xb45KTk0lObtsXgxBCCHGqCnhcrbbZ6knlO+9AbrN93qjOlNYHX00Z/trysPJv6vszzdI9Uva94xjDg4fS8h1NNVpCrxPzPyfNuRXGPw06PRlJdnbnzKC0YCO9fTsA8OispPXOpXh7Cdf+ZiH3XT2cqSN6UFhWxx9fW8kd6Rux1RaQfMXD6CNisfUdg2o0Yc0ZEdrJ560qAQUMUQ2LO+fOVTh3rMS5YyVVP8wNlfe895VQDnUhhOhosoYSQgjR3URPuJioMee1mr7tRI3sl0RW/jL6lO3AdSCnTfcQqQYT37r6MdUcvG838NFvyD3iGitr7xE4d65s1K9HYH+rYx8ZhHqu5hzuifysDZ+ibaJVJ9MGnPgaRDWaiZ54KarJhqKoWDIHtdj+nLGZnDkqg6UbDvLWAjP/Ka+HebWM3r2cH50/gNSEpjfERI44t1MCkUKIk1PTZyyFEEII0anacppmXv0w+kY6wsqiJ14KgPvAdgJuZzCVndbw9d7HUNhonI5OhXG8Lrctp3T+P3DmrUULhG8tNKX1JmrMeZgzBgDgLd1H9cpgeg9F1THtqqs558EnsP/kdf5bN4GNZUauODsXo14BNNze4C7Hr1ftI6N8GYZdi/AU7+HAKw/iqykneuwFpFz9G6JGz0YfGU/9ng3s+8dP2fe32znw2q8IeOoBqNv0XZNz95Y3/ncWQgghhBBCBKl6IzqzDdVg6tDn6FSFrd5UHL2nY0rJbr3DIR84R7GwfjAeTdeoLnLY2U328arWZsfb6U2iOmAJK2vPIFRIQts/Y0tip1xF9Njz29xer1OZNCyN5x84m5tmD8Ri0rNiSxGrtxbjrSom4Ha22F/zedH83hOdthCiG5FAlBBCCHESUC0RWHoNw9JreLO7xO6Pms8U/+LQe0v2MKLHhC8W9JFxfO0aEHqfqq8Kq7f0Gk7stGvbb+LtrG7DtxT97w84dqwIC0ZZeg4k7qwbiRw1I1RW8dXrjfonxFox9ptE7pBB9M+K44Xp1bx8dhnTRwcvKb7q7D4kJETjP5RLfVNdLD/92xpuffwLKmsbTqU5dqwI3VflPrAjdCIr8aJ7iZ91B4a4tNBOQZ0tCr+rrp3/JYQQQgghhDh11Kz9gsI3HqF246IOfY5ep7LJm0F1n9mY03Lb3O/v909jkGEfRsWPkpgTVlfTzP28Tl3z98qmRkCUWt/m5x8vS3V+hz+jJQa9ysXTcnjhoTO5cXoWQ7c8x76/34Fz12q0I9KuB7xufNWlaAE/xe8/zZ4/Xkn93k1dOHMhRGfr8tR8QgghhAB9VALe0n0AeMv2talP/e61VC5+DwimOVAtEVSv/JTplo3N9nHt20L1inknPuEO5q+rZs8TlwNgTM4m8cJ7McalYoxNI3r8xWhaAGNCj0b9FEXhoetHAeAu3kvNsg8BCDiqSLzgHnR6AxfcejN/f97MIPdaXq4bg4/gbj2fr2GhZB84GS3gp3bN50QMO+uI8VUih55JxJBp+OuqUAwmdG28BFkIIYQQQojTVd3m73EVbEY124gYNKXDnpOeFEwLlxx3bH+j+166ibRDv5JmXPtrfvvoy9wUEcyG4Ny5qsk+sZ7msyLkXHoHAXc9xXOfbNPzi/2RJOlqjmnOAK7K0mPu057q8zdRtfh9TOl9mJGdQ9GqAwBUV1bzu7/9wE8vG0LP5EjcB3Zw8M3fYs7ojyEmGRQVv7O6S+cuhOhcEogSQgghThK+mrI2tYsYPh2A2jWfU73sIyCYok9vj2H3Y5e02FfzuCj/4pUTm2gH2WMdyNBBWVQv/4Tyz14MlXuKdodSeBgTM4hNvKbVsTRNC1v0aT4PqMGD4FF2E/c/cAP7Sy7mOVVBVRV0qkpsZPAZtU4Pj793gKtnXkK/SZejmhqn3FAUFX1E7Al9XiGEEEIIIU4XcWffTMU3bxI7rfW/5U/Etef24/IzczEaGqfYa4u46TejGs0MsxeHyvSRCU229Vvj0DnLm6wr++wlvKUF7FN70COwjzK/nXhd81kUjicI5QgY8UenH3O/9hRw11O/Zz2KTo85LTeYOSJ7CG/sS2Xr3n3c99x33HXZUEbaXehs0eijEog7+2biZ/4ERT2+/42EEN2TBKKEEEKIbiZhxm0AOLevwO+oCqszZ/THVbClC2Z14rKcm4gaey/6qATKP3+5oULVobNHH9NYiqIQOWomFd+8iTV7GIkX3Ru20DHoVbJSoxr1q93wDdsXfcENNbt48t8XMHLUAEb1S2Jgr3hsFkOj9kIIIYQQQojWmZIySbnyV53yrOMJQln7jMG5fTnln7+Mrd94YlPT4OB2IBicMiZlUjb/H2F9mgtCAeyqULAH7PQgmO0iXlfHs9Uz+HnUgibb7/fFkK6vPKY521QPen/Hp/9riTktl+Qrf40+Mh5jQg+svYYBcLvHR0DT+Hb1fp5+czU3zurPJT97CU0LoChyU4wQpyMJRAkhhBAnidSb/giAv6aM4vf+1Gy7+kOBpiODUJoneL+RaurmaeK0ANbeo6jbsgRrzgjMab1RjRYCHhc1K+cTcNej6PRt2kkZPeZ8okbORNG1/c+dus3fE1uzHRTI0pXw2TI7ny3LR1UVeqdHM3FoKhdOyWl9oOY+nt9H+Zev4S7KI/6cWzAlt8/lwkIIIYQQQojjl3zpAxx45SH8zhoURSVtwDA4+DUQ3OSmeY4t4LO6JoEINYKzLQ33IN0d+VmTbV+tm4RV8XC5fnmLYy5396IyYMOseJlq3gpAsdtyTPNqbzpbVCj4dCSTQce9lw8mt0cML360kVfnb0GvV7lgcq8umKUQ4mQggSghhBDiZKAFKHzlweBrRcXcox+ufVvDmsTP/Amu/ds4+Mb/Ne5/qqQ10DQM0Ymk3fBYWLGvrpLK794GQLVGtjmlx7EEoQBMqbnU714PwHVjbPQy57JhZxk7CirZXlBJVlrDKSpHvZfd+6vonaiHmiKMCRmordwXFfC48Jbvx71/OyUf/5X0W59FUZRjmqMQQgghhBCi/Zl7DkDzulEMRmKz+rDEk0a9ZiQbmrxn14seA74mxxpr2kWqvordviSy9cE0f3ol0GTb6oCVGL2j1fm95ZjAXRELyTGUhMpW76jghjZ8ts5UtewjqpZ8QOyUKzlv0rkYDSp/m7ue/3y0CYNe5ZxhCZTO+zua30vKlb/u6ukKITqJBKKEEEKIk1DsWTdSt+EbalYvDJVFDjsbfXQidRu+bdzhUCzD1mc0zp0rQ8X6vpPxbfuug2fbPrZYhpPVTAq+I+9pCjhrqPjmTYzJWdj7jW/XOdj7jUM1mKhZ8zlm1cWsiC1ce9clOF1etuypICGmYcfh8s0HcXzyNDZj8ELefYNvoc/4yS1ejKwaTSh6IwDe0gLc+7dh7tGvXT+DEEIIIYQQ4tjVrvuKQH0tMZMux6epDDAewKMFN/w1dW9sc0EogEXuftg9LobEOsFV3KjerynoFA2ACaYdHPDHtDi3In9wQ9yRQSiAdLW05Q/VCWrWfI7fUY27cCee0n2Y0nMJ1NfiKSkA4JyxmfRY/gyFlV4cdZmoxnScO1aCoqD5fce8eVAI0T3J/6cLIYQQJwnVGgmAoqgNp6OO4Mxbi7eiMKws+YqHAdBZgwsTS69h6CLi8NcG85WrFQVh7Q1xadgHTaF6xTwCzmO/ELcj9a9f0+yFtYreSPSES3HsWI63dB9VS97HPmhKuweijIk90XxeKr75L3UbSzAmZhIz4RKsZgMj+yU1au83RYEWDEStWraO5751khAfxYQhqVw3o1+j006KzoDOHlxkmtL7tOvchRBCCCGEEMcvdto1aD4visGETq0DwKj4AYieeCkl7z8T1r6KSKJpek01wnaQCF8lqimDOqcJr6YjRucM1R8OQgGMNO3B4TK1OLdkXXWjMr+mUKlFtO3DdaCKb98iUF+Lzh6Dv66S+Jm3ETv1GvRRCQAEvG7MdYVkGXVknzUQRdWRdOkDFDp0aIT2VKIF/FSvnI81ZyTGuNQu+zxCiI4hgSghhBDiJKCoOjLvfSX0fvdjlzRqU/S/PwDBYIm3vJCE8+/CmjMirI3eHoN94CSql34IgKdkb1h9wnl3Yk7LJWLImdSsWkDV4nfbPMfFiVfw7jYD0aqD30R/0OZ+7UFRFGKnXoUhJonSeX8/XNghz/I7GxZ5OntUs+3OGJlBlW8kFd/txmWOZ7puBxPMO3m1ciKbd5tCQaiK8mo++cfzHEyawM9unEzkmAsxDjyTqIzeHTJ/IYQQQgghxLGr27gIv7MGe/8JBEr2HFUbvvbwawp5aecyovCdJsfqH+/HV1ZNud+JXXUDUND7CjJ2vt1ke0eg5UDUYQvrB3OuZQMQDGYld30cisjh54AWIHL4dLSAH31EHIreEKpX9AYy7vwXvrrK0MbDkog+/Pzf39JvsZNbLhhIbkYMji1LqPjyNfw15cSdfVNXfRwhRAeRQJQQQgjRzaTd8gyap56qZR9T9kUweBU76fLQ/US1679utq+iCy4I9PZo7AMntTkQVaeZmVDyNhNiT3DyJ8iYnE3M1GtAC2BM7NkhzzCl5JB0+S/xO6pCJ82aEzVqJlFjzsd9YDuFr/8fNjXA/TELqR85INSmrqqSSeo6dhce4K2FCew9WMv6XWX87tZohuQmtHledVuX4i7cSfTYC9DZWp6XEEIIIYQQ4th4Kw7id1ShaQG0+sYnkA7zGCJ4pmwa0wekQWHTbWInX0HAVcfmDz8hLpiZm/hA02n0Xq2bxH5fHDOtwbtq5zpGc5ltRVibfb7gQmxB/VDyvEn8NPILAPr3apy1obPFTr2qxXpFUdFHJYROSAGUVtUTZTeydW8F9z33HdNGpHNlwqFsHkel6vNWFqGPSmg2e4YQonuQQJQQQghxEupxx98p/eRvuPZvR2eNxO+oCtUpioJislK77kv8dZUARI+9IBSIainlnrfyIKbkrOA4x5CL2664Wqxf5c5ipOnoXYPHRhve+BTY0UxJmZiSMk/oOa3R2aKw9R7ZpraHA3u+2goUvRHN68KSlkv26GB/TdOIDVRQAmQbSvlu6Ves9QT//ftnBxeTmt/H0mVbSOuVSY/ECFQ1uNuyatnHmFJzsGT0x1tRSMkHz2LrOxbVYm/nTyyEEEIIIYSImXwFms+DarISSOhNXcBEVcBKNlC5aE6ondFbyy+jPqZuT0qzY1V+9z+8Zfv53n0maz2ZXGZbjjWvYcPgd64+JOhq6K0vZps3jX590rln2/XcGfFZoyAUwDpPcBPeRdaVTDVvDZXXxuS2wydvf85dq6le+SnWnBFEjZrZqH5InItnz3Cw9ICOV9fp+Wb1flZbY7hjxm/oMTAt1K6+YDMH33gE+6CpJJ5/V2d+BCFEO5NAlBBCCHESMsQkk3p9MBWfY/tyit99CgBzxoCWuh0bRT3urjXmFCJdB0PvV3uysCgeBhgPHPeYhl2LgKuPu39Xsvcbjykpk7KFL5Iw647Qbj1FUfAUbg+1G2woYIcul9/9eBwGfbDNwU/+QfLmRbz36QhWq0PolxXP6NgKem1+HUWB6PGXYIhJwhCTjCEmicpF/yN22jVd8jmFEEIIIYQ4VVUsmkPAWYN9wCQwR1AWiMCrBf9mjz3jOornPhnW3lZ/sKlhADAlZaGabJRsjmRrII2rbUvC6t9zjuFCyyqqA1YUNDJjVaLMm+mpL2tyvFRdcANilNpwz1Sl34rXFziuz9qe/PV1lH/5Cr7KYmKnXYu5R1/89XXU716Hojegmix4ivdiHzAJU2oOAO7926j7YQ7jBp/BmAdv5O9z17NuZylPvreHW+t1TIlYijV3NN7S/QDU71nfprlofi+V372DNWcEpvQ+je7sFUJ0HQlECSGEECepgMdF3eYfAI3EC36GfeCkZtsqhrblFDcmZBzxAN9xz+3IIBTAbRFfo4tKwN98Bosw27wp9DU0v3BrSs26r/AU7SbgdhI1+jxMKdnH1L+jGWJTSbn6N43KYyZeBpqGu6ocTBN5cmgvMlMiAdB8XjwHdgJwoXU1NXUWlm/2MiVyHopeAw0qNi4mKnsA3opCqpZ8QNT41k+OCSGEEEIIIY6NJWMAAY8TdHr0qodMfRluLfjTqS13FOk/eZ79/7o71L7WkkZkfdMb8RIv/BkA5fd9BMDvqy/k/+I+RfW7qQ5YABhm2ku06uRT51BsmpMp1tXNzm2EaS+vOyZjU9yhsv85x3FVRswJfeb2ULXkfeo2fAuAv74WAEvWYBIv/gXmtN6Uff4yzu3LMaX2DgWiTGl9iBxxLtacEVjjbPzutnF8vjyftz7bzrDqryhftghfTTkxZ1xPxPDpbQ4o1RdsoWrJ+zh2rqTHj//SER9XCHGcJBB1kli/fj1XXnklb7zxBiNHti0dkBBCiFNbwOWg7NN/AqCzxzYKRCWefzdVS97H1n8CukNp+QDiZ9xG2YIX0NljiT/3VmrWLCRQX4eiN0LAH2pX+Pr/tXkuisGE5nW32MaWM4Ka1QvbNF7PCB8cle0v4PO02Kc+bw2ObcsAsPYeedIFopqj6PTETg2e9Lr0qLr6fVsIVBcBYErvy20zb2FrfhXbdsTi2/suJl8duZf9H6bizfhqyynbu5v/fVNG3dbF9EqPYphvHQmpKaSNPiOU0k8IIYQQQghx7IyJGQQ8LhRFxWxQKQ4Y8WAI1esj4jCl9sZdGNxIpqYPgJ3BQFS+L46e+nIAfFpD5onpMXuZpXzHDm8y61IvoX7nSrZ5g6nnPnSOwIiPes2I1dawngPY400gy9D4TilHoGEDYm3AwvA+ie306Y+fPioRUDAmZWLu0TdYZo/B3m8cAJEjzsGclhsKQgGYkrMwnXtr6L2vupQh+W8x8sw+2HvNotxRhiljAPf/9TuG9Unkkmm9sZgafsbWtAD+umr0EeGBOH1EHJGjZ2OIavtdvEKIziGBqJNAQUEBd955J4FA1x+nFUIIcXLwVhTiLmq4c8lfV9GojSVrMJaswY3KI4dPx5I9BJ09BlVvpG7LD9TvDqYy8JTuw5gYzC9+5L1TrWktCAW0OQgFYHE1XlRFj72gxT6K0Rp6XTrv76Ao2PuNb/MzT0bWrCGk3/I0rgM7sPefgGqykpIQwRkje6AFJlBVWU1MXCwkJxEx5Aye+/sPbC4th7wytIK1TLF/g3crPPrpDnqNncL1M/sDwbupnLvXoQQC6GOTMcQky+W+QgghhBBCtKBm9UL8jmqixpyPpoFV9aBoDfWq0UzaTU/yh5eXs3xzEQ/3G0X11pWk6Ssp8UeFAlF6peH3vUmDEmETpBgdzPcms7Z+BP5Dgaq1niySYq1E+gNk9ekFa4J9FtQP5gzzlrC5/bP2TADedExgszedfoYDxKu1Hfiv0XZRI88lauS5zdZbs4ZgzRrS4hieknycu1Zj8XsxTbyE1Ot+x5rtJewqWMyOgipWLdvA5cPNjJg4FlNsEuVfvkbNinmkXPs7LD0b0tcb49OJmXAp5Z+/xMG3Hm0yY4UQomtIIKqLffPNNzz00ENUVVV19VSEEEKcRPb988QuYjVEJ7XTTE5MIKkvcX2GUvnd/1ptW/H1G0SPu7DZevuAibgPbMdbfgDN68aVv7nbB6IAjIk9Q8HBIymqLhiEOsKTP51IZY2LXfsqMH3+JYdTxB+ot5KrNuy83Lq3grK3XiBdDQb8ykbcStzAsaQl2DGb9HhK9+HcvRZb71EYYpu/ZFkIIYQQQojTRfSES9F8HlSjmYDfz79qzySgKTx9VDutaDtjjSWU7I0jQw2meRhl2t3kmLr+Z/DhlhqsGQPoU76aK2MW8WX9AD6pHwHAA9eNJPdQer3qe97i6z89xAzLhkbjmBUvAF70pOsrGGHaywjTXuDuRm1PFp6y/dRt+h59dCKRQ89sVB/wuHAd2B48gZaWS+Ilv0A1mEP1w/sk8kz6p7jq69nniSJ5YxGvbS1gzEVXErX+awDqNv8QFogCUE0WHNuXo/k8+J016KyRHftBhRBtIoGoLnTfffcxb948cnJymDhxIvPmzevqKQkhhDhJqSfwx7Ot7ziMcelA+B1RyVf+mqL//aHV/pbsYdj6jkVvj8F0KNXC/hfuwV9X2WpftXgb1TVN500/VtbsIXhHnEv55y8FC07Ti2djIs2MGpCKP/sJSt5/mvq9G3ns2lyM2ZmhNnn7q+lJTej9c19WUvPFIgASY6388Xw7NV++RuW3c4g58waiRpwjF/kKIYQQQojTWtWSD/A7a4gYPA2PVyFdV44ftVG7/q51DLPn880WI4PU+lB5hS2LWMcednqTOJxEfFDvJAb98jYA3n8+eAeUSvCY1V/unUJagj3U/4G/fs+FStPpyocY8lnnyUSvU+lrKGyPj9vhvJVFVC1+FwBzak6jzXf1ezdSPPdJzBkDSL3ud9j7jgvV+R3VeCuLUJ0VWIHEIbPYvnkluytVPnlhCecOv4M7rhiJom9InejctQZNC2DJHETiBT9DH5OEag5PeSiE6DoSiOpCeXl53Hvvvdx888288MILXT0dIYQQJzH7gEmtN2pGwOUIpeHT/N5QuSVzYJv6x8/8MYaoRHY/dkmoLJgHvI3Pr29bygidPbbVNuaM/sRN/xGgNXmK6HSis9hJvvLX1Kz5HFNcLOaIht2Ds8ZnsK90HI6SQnyOGvr3z+JAmYODZQ48Xj9RPXOpATSfh/2f/ZfPixO5fNZwqlfMo2rJB1hzRxF/zi0oOvlTUQghhBBCnB60gA8CPgDiIwzMtq4joDM1ajfMlB9so5WHledXBIg1wQ/uPpzTxPiFxkwSfBvZ7A1uEuyVHh1WP9i1EoPib6InbPelAuDzB0jWVQPwr9ozearNn67zmVN7o49JxldZRMW3b5F8+S/D69P7YErphTk9t1HfmjWfU/nd/4gadyFRo2eTbY/BPfty6r7LY/dXO8nOSg4LQgFUfv8O7sKdJF36ILa+Y4Dg3VPu4r3Yckd13AcVQrSJ/LrQhd555x2MRmNXT0MIIcRJKOPuF9G8wTQPOnsMqtFy3GPV71mHY+tSAMw9B2BK6QWAogv/w92Y2PPQDrLB1KycDwRPYpUv/E+jMWMmXxG8p0kL5j+PHDkDa84ISuf/A39t4/usmpN0yQOY0nNRDSag9RM5pqRMTEmZbR7/VKfo9ESNmtmoXNXp6XlxQ3rHwzeJ+f0Byqtd6Cw6VGskAWcNb9SOY8vX+/h+azXTo4sZ4KiibvtKbP3GtZrLXQghhBBCiFNFz7v/HXyh6tE89ahmG7ojUsUdttjVmyHGAoqsPRnk3BQq728MZoK40LKqyfFrzCk8VXNes8+fYWzoV+SP4vP6QVxv/wGAPd6ERu092sl9B6zOFkXCrNupXvkp5vQ+jeut/8/efcdHVaV/HP/OTCa9E1LoNaFJaIJIRwFFRBAVlR+Ciq66urvqKrZ1FSxrQdeCuiqoKKCogEhRmiAWmtJ7LyGQkN4zydzfHzEDMT2kzJDP+/Xy5WTuOfeemcdx8uS55xx/Nb7jZRmGoaSfv5Y1OEI+7S6TyWSWNThcHhGt5eYXLDffgqULPawW3XhFpK7o0VheWWeVn5kmi7efvl13WPn5dvVt1U0ym4vsoxw7d6psCTEKvf7hi2JZd8CVUYiqQxShAAClcfMrf3ZQdcuNK7izzxZ/QkEDbpFHeCvlZyQXFJz+xLDnO4pQkuTdupu8W3eVV8suSt++2vG8tWFT2eJPlHrN5A2L5HG0hUKuuqsaXwlKY7GYFRrsLUlqdv97St6zSQG/u8t9b5yOxqbq94QUdfSV8jJS9N7qs3rozoJ+hlGwfAjL9wEAAOBidf6NenbDkD07Q+Y/fg8+n/2y2/Tk6gMa37u9cndukntGnHZZ2qtj/h5JUpAls8Tz9+/aWL/uiC13HCfygjUv4zI1tJxbatumc0WnxZldFGpJVZq96jcr1hav5p3k1bzslTjy05OVtGaOzF6+8vljeT7fjv2KrQpiGHblpcTLzzB0YsZDkiRLg6ZadaKLDmUH6ZvAQN0y9C8Kt7jLMOxK3bRUtoSC4qA1uFENvDoAlUEhCgCAi5xf9BXybFbwy79HeCvH87llFIhy447KZHFT2o61JR4/u+SdIj+7BYVJkoIH3lKkEFViEcrsJt/2vZW+a51yTu5Vzsm9Ch48XiY3q0zm0u/qy407ruQN38iekyX3kKYKHnhLqW1RPrPVQ8Gd++qJzlKuLV8HTiRrz4HW2rczTVHZ29XNvlPSFTIMQ8c2/axp38erRetm6tQqRJe0bqCAlP1yD2ksa2BB7A3DkC3xlCw+gbKwFjsAAABcmMniJv9uw2SyFr+J3JyXJT9TlsyGTYeTLWpnlRrknpLKmaDk73PuXE1CfYsdfzllhIZ47ZBhmGSTRbbzZjz5mnL0ybT/07UPfyNDJvX0OKyeHocl3Vbl1+gs7LmZ8moVLfewlkVufEvf86vSd6yVb8c+8u3YTzEfPqLcuKMKHfWgrA0ay5YQo/yEE7q9T399uNtfR2NT9da8rZr/w0GNu6qdmm0sWOWj8aRprKoBOAEKUQAAXOS8W3ct8flTn/6r1D4Ze351LOfn26m/fDr00Zl5LzqOW3wClJ+Rcu5nz4JEqkIzuex5MrkVTeiOvjJOEeOnyqtZh1K75WelKn37moJTZKaW2g6V5261qGOrBurYqoE0rJNyks8q7I/18OMWvi777p/1oFlas6e93v7tUkW5ndJ9/iuV4NFYqZffr/49Wytj07dKXP2p3PxD1GjCC3Lzb1DHrwoAAACoGpPFTX7dhspkMhc71ipmmZ4L2qJjCXY1txbMcAq3pCg2L1ARbslKKWWmUuc2DTX/pWv18/ZT6tK2+FJ7MfnB8jTlqr17rDbktlaGcW5ZwPbWGMfj2PxASdLvOS3U6s8ncTG25DidfO/vsvgEKPzmovlp7unDyjywybG0vFtQmPIzU2XxCVDTe95UzpmjMvJssgaH6/nGv2lrVjt9tvqEYuLT9fKnm3V1g/a64YqRdbLaCIDiKEQBAOCEcuOOKT8rXZLkHtpMFi+/ar+Gb6f+jr2gymL28pVP2x6S2SLZCzbPPb8IJUlnv/9Q+uPutbAbJksylJeWqITvz+0vFTx4vBJXfypJStu2qth1ck4dLLMQZXb3djzOPrFH6Xt+lW/73uWOH5XnERiiwm2Zjdxsx/PRzX2UbvLRoNh1kqQGOTFKX/m6jOiXlPzLfElSXupZnV7yPzW55YnaHjYAAABQLYzcbMV8+LBMHt5q+c9PixyLSNoiSco6tqvI8wl2X0UoWSuzOqmkWwE37IzVx0t2q2eHcA3s1qTY8XBLsg7awrUzt6nO5AfIz3Tu9/CY/HPFlDt910iSVmZ30g1VfH3Owi2goSx+wXILCJE9J9OxsoI9J9ORX/i0u0ySFDb6IZks5/6UXTjLKePAZp1d/JZaN2qrdya/oBUbj+vr1Qd0PKCbQi/rq/zMVKVs/k4ymRTQfVjtvkAADhSiAABwQic/eMjxOKDXSDW4ckK1XyN40LgSC1EW3yDlpyc5fja7F9zR5xHRWrIX7AuVl56o/LRER5uMPb84HpvMFqXv/FGS5NUqWsGDb1Pq5mXK2Lu+7AGVs/+QW2Co3ILClZd0WpKUe/qQRCGqxgX2vUHZJ/bI7Omj6JvuUlcPHyX+eFKph3YoM9cuU2AnWb19FXzFbTq75F1J0tQtjeUbt1bRbRsquk1DNYr9QUqLl2/HfvJs1r7I+vsAAACA0zGZ5R7aTCZr8dlNRzw7qGX2bgVFdZN27XU8H2wuuJGww3mzl86XlmnTybh0NQ8veQ+pxwMWOR4np3lrn62R3kgdJrtMatr+3D5LFlPBvlU5huv/WddkMqnZ/e8WW6Ld5O4pmcySYZc1OLzgOUvJr9ds9ZBXy2h5tegkN4tZV/duoaE9myk5PUeSZEs8pYTvP1CqfJVl7aRenRrJbGbvW6C2uf7/sQAAuAiZ3D0dM1E8GrWpkWuYrR5q+cSXMnJzdOJ/f1d+WoIkyRocIc8mUY7CkXtYS0lS2A2POmZExXz0WKnnzTy81fE45/QReYS1UNrWlSW29Yhoo7zUeEmSZ5OoMsdr8fKVX+dBSlo7949nSB5qg2fjSDV/cKZktjiWJgkZMlEhQ4q28+9ypTLcgvTW2iydSU7UqePJ2n88WV+uOqC/+v+oSLdYpW1bLf9Lhytk6J3Kz0pX5sHfZPbwlnfb7iUuewIAAADUBbOHl5rc9XqJx/YH9dPCfc11Y1hHpe4NlH9+sk4FdVejpN8kSe3dT5XY7+ftp4r8uyyGzLLJTYfzCvZj7R0R5Dj2VNKN8jdn6qzdv1KvyVmVtE+wyWRWswf+J7OXb7Gb2BJWfaLMA5sVPHCc8rPTlX1irxqO+GuRpcEtFrMaBPxxQ2XjSJ3066w1sX7a/smvCmngr2sHtNXg7k3knp8pi09Azb5AAJIoRAEA4JQajXtWZ7/7QO5hLeTT/vIau47JZJbJw0u+nfop5deFkiTv1t3k2byjfDv2l3SuEHb8jUmOftaGzYrMmjqf/Y8lBaXS93IKHf2QzB7e8mreSSa3is+O8W7bQ25+wTIMQx6hzSvcDxemojOYIjp11wudpMxsm3YfSdS2A/HasT9OTbLOFjTw8FHg5WMkSfuWfi7PvcskSX5drlTI8HuKbE4MAAAAOKN092AdzcuS3d1HwSHByjuTrBbe6cotOT2qsH0Nr5Rf4l6Z2/TWifVG0Wtm2RyP0wwvpeWXvA/VxeTPezsZ+Tad+uwZ5ZwsmIVmyFD6rp+UfXSHfKJ6lbpHrclkVu/7/qXUnw/q8nXTlZZj1sJvYhW4+mcF+nmo9X2vy9OdP5EDNY1PGQAATsijURs1vuOlWrueX+dB8mzaXpLk3qCxrMERRY4bRtFEKLD3dTr7/QwZOQXLSgT2uUHerbtKJikn9pASls8sOG/XocWuFTL8Xvl26FOlcXqEtXCsBQ7n5e1pVY/2YerRPkyGYSh+m1UJm1eqSa/BcvMNlCS9faiVvFOv1E1+m5S6d5fimx1QVMe2svyxTEZ+Rgp3JwIAAMDpeO1Zqof8T+rYpgw1SzgsScqN2SfvqF7K3LdBodf9o8R+QX4eJT5fqGG/6+Xz83R57PtST468X7tsjTVr6R5J0o6DBTd23XN9Zy1ce1CnEzLVukn9+l3ZZLEqL/mMJCnspscL8lfDkE9UL7mHlX2TotXNrKEdPHVqU5JsHmbtCgyQb3qG8tIy9OU3GzT+xtLzUyM/r9RlAQFUHJ+iUtx3331atWqVZs+erR49epTZdteuXZoxY4Y2btyo5ORkBQUFqVu3bpowYYK6detWoes98MADeuCBB6pj6AAAVJp7SBOdXfa+cs4ckVQwI8sjolWp7e052XLzDZLtj0KUV8vO8mzaTpJk9vJTwxF/lSRZGzQq1rcyM6Dg+kwmk0K79FNol36O52x5dnWJbKjMXbtltefqRKqv3v94j0ICj+qq3s3V37JdOVsWK2zMo/Jq3rHYObOO71Lmwd/l322orIFhtflyAAAAUM8N8NwjH3OuklIPF3nebC0oNBmGvcR+E0d0VI4tX8Mvb1ni8dfm/KbL7O66vnNPNW7bTO75DRyFqKOxBStNXNOnpVZuOi4lZOrBmyv2N8eLSfhNj8viEyiLX7BMJpN8K7F6iHvDZooYP0UyDD0Z1kJb1zfR5xtT9fCVXR1tdh1OkL+Pu5qG+Snz8DYlrpol7zbdFDxoXE28HKBeoRBVgtmzZ2vVqlUVarts2TL985//VF5enuO5uLg4fffdd1q+fLkefvhhTZo0qYwzAADgHLKP73I8zjlzuMxCVMLyGdIfCVbw4PFyD2niOObeoLHcGzQutW9hgiZJ+ZlpMuwF36GWEtb//rOz330gW9IZ2XMzFTb64VKXX4Bzs7qZdfeoS2Qf0U5H5qYoPClNYe7eOpOYqZOr5yvLZ7NMVk8ZebkyDENGTqbsthxl7t+ojP0blXV4myQpY88vanrv2yWuKw8AAADUhLj8ALU0xyvd7CvvyEuVuX+TPBq1lcnNXSZ3r1J/N/X3cdcj/1f6ze7Pec6QJOWntpKRb1NWdl6J7Q6eSJYkxSdnqXnExbFPVEV5RLS+sP7nra7RtXcPde197phhGHr36206djpNnduE6KqWOWocd1SSihSiso5sl2HY5dUyWnlJsZJMsgZHyG7L0dml78k9tLkCe4+6oHECFyMKUX/y5ZdfaurUqRVqu337dj366KPKy8tTjx499NBDD6lly5Y6evSo/vvf/2rDhg169dVX1aZNGw0cOLBmBw4AwAXIPrmv6BP2ku/iK2TxDVJ+WoIkyaf95ZVaQs3k5u54fPLDh5SflihJihj3jLxaXFJm36zju2SLPyFJys9KoxDl4sxuVrX6vyfUMidT77t7a9uBeG1d7yZT/B4ZORk6+/2HOu7RVo1Oryuxf15ynI68eJOkgn3HqrrkIwAAAFBRW9yidTDrtPxbdVDDEZfLnpMps6ePjr95lwxbjvLP2zO3KvLjDis/M02yhJTZzpaXf0HXcUX2nCwlrJgpt8AwBfW9oVrOmZ+ZqtNfvCDPSwapfctwnUlIV+fYhfruWDOZzIPkoS66buYLatytj3waRih27lTHTZmS5N2mu8JuelyZB39T+s4fJUkBl41Uxt71MpnM8o7qxV64gCRzXQ/AWeTm5mrKlCl66qmniu2DUZo33nhDubm5atu2rWbOnKnu3bsrODhY3bp104wZM9SjRw8ZhqGXX35Z9nL+oAcAQF3K2L+xyM/u4UVnQ/35F+fCIpQkGbnZRY7ZbTnKz0xTfmaq7LlZkqRmf/tATe+brqb3TZfneUutFRahJDmWBSxLYRFKktJ3rCm3PZyfyWSS2dNHZrNJXaNCdfuEa9T0rmny7TxYeUmnSy1C/VnS2rk1PFIAAABA8ozqrcVZ3RTUIlJp21crds6zSt+5ToYtR5KUuHpWlc4bl+8nScq7/E55No6Uv/e5G/iGXVb2Hkj1RW78caVtW12tv/un7VijnFMHlHtws/56Q7TeGxeiSz0O64aAbdqR20QZh7bJN/Y3JS3/UNbgCHm3LTqrLfPgbzrx9j1yD22uBkPvVOM7XlbumaOKmz9NZ75+xbGvFVDfMSNK0ooVK/TKK6/o2LFjkqSOHTtq165dZfY5dOiQfvrpJ0nSvffeKw+PohsOWq1WPfLIIxo7dqwOHTqk33//vdy9pgAAqCuFd25JkjU4Qh7hxdct92xxifTHzRp5yXHKS4mTJJms7kXapf6+XIkrP5Yk+fccoZAht8vNL7jcMZjM5f9a4tE4Sjkxf8zeYjm2i5ZbQEOFXvtXpW9fXcEepgu+8xQAAACoiIapezXU84A80hsq6fe5MvJylfD9B47j/t2HVem8z6eMliRNa91bFp8AGampjmNdo0KLtW8RUfFVKS4W7qHN5dGknbzbdK+2cwZ0v1oWn0BZAwve48DWnWS5coIaevvrkxa99cv2k/rlN4uuGdhRFi8/hY35p977fL08U4+rXWQzRez4WPbcLFkDQ+V+6XBJBcv8BV85QWnbVssaFF7kevmZqTJ7+cpkYn4I6pd6X4hKTU3V/fffL0ny9vbWP//5T7Vp00a33XZbmf3WrSu4O9disah///4ltomOjlaDBg2UkJCgVatWUYgCADithlffo9PzXih4POL+Etc1bzj8Hhl5NklS7JxnSz1X1qEtjsdpW1YqZMjtOrt8hrKP7ZQkNRhyh2MJPp92vR0zoTybtCt3nJ7N2jsKURZPn4q8NFwswtpqacDN0vbFGu655U8HDZksbjLybY59xrJjDsjIt8mzaXuWwgAAAEC1CT3ziy71jtGhkxEy8nIdz7d68utqOX/hr66pGTmO5y5tH+Z4/NmzVykpLUcRIfUvHzK7e6rxhOer9ZwmN6v8Op37267F21+BvUY6fh7ep7XU59zeVHl2k9bsSlZmtrd04Kws5hG6tKlF7dYeVY8OYWoW5ieTyaTAXiOLnEeScuOO69Sn/1L42McrlP8CF5N6X4iSCopJI0aM0D/+8Q81atRIGzZsKLfPnj17JElNmzaVn59fiW1MJpPatWunn3/+udwZVgAA1CWvNt3UaMLzMlmspW4Ae+KdvzoeezSJkk9kT0mS2d2rSLu89HPL7Rm2gmX78pLjlRt3XFLBut6Fwsb8s1Lj9Os0QB6N2kiGIfeGzSrVF67H4hOg/IwUSVKTUffr/pAmOhWZrbPLjyvREqruQ4fKu3VXmT19FBcbr8Q1c+QR3lpu/g10atZTkqSwGx6VT1SvunwZAAAAuIg0UcHKEI29c+Qe2ly5ccekapjdMsprs8wmu0z2gn1PE1POLYHubj13o2CAr4cCfD2K9UftsLqZ9c6jg/XTtlPauOu0dh1O0Ppj+Vp/bLeWLFuvv7fer0ZNwtVwxF+L9c08vFUWbz9l7N8kt8Awpf72nQJ7jZSZmywvCrY8u5b9ckQn49M1pGcztW0aJElFbpisz+p9IcrLy0vLly9XkyZNKtUvJiZGksrtFxERIUk6efJk1QYIAEAtMJlMZd6RZRhF9zr0735VkbvGihzrOlQJy2c42lUn99Bmcg+lAFVfNL1vukxu7kVm6DWKvkyNoi+TYRiOmU67Difo5Kxn1dZauP76uRlQZ756Wd6Rl8qzcaQCL7++NocPAACAi1CD3iOUtv83Ne/aUxbvK5UTe0gejdoqef0i5Z45ooBe18rjT3vuVsQgr92SJG8jXVKI2jQNlHRuhhScR4MAL13Xv7Wu699aGVk2bdkfp027z+jQ3oPyS9ittIQ9CrnmXn3z/RY12fahfDwsajjxFXn6BcvNP0TuDZspZcO3Sln/jfLTEkssWpXGMOws6+eEDr8+SUeyfPVxQj/19dyn59c3U8uoNho3rJ08lz8ve3a6Gt32gtz8CopTiT9+oYxd6xTY76ZS/7Zysan3hSir1VrpIpQkJSUlSVKps6EKFR5PPW9dVwAAnFHMzEeVE3tYktT49v8UzDwqRX5GimxJpyVJbv4hMlnO/Urh3bqrLH/MdLIGFiwhkZ957nvQMPKrfey4OP15tt35zl9u7/DJZMXkh51XiDKKtM3cv+nPTwEAAABVEjzo/xQ86P8kSZkHflNe8hlZQxorcdUnkgp+h/W4+u4qn9/NreAmrCahfnrrn4MU7O954YNGjfHxsqpvdGP1jW6s/PwuSlmXL7Onj0wms9btSdE9tniZbIbumrpM4aEB6txmtKLzAtXKOCmZzLLbcmTk58mWfEaJq2ap4TX3yeJT8v5ftuQ4nZr1pBpcOVG+Hfo4njfs+UrftU658Sfk276P0vf8rKDLr2emVSUZhiFbQoxSdqxTZkqSGg0c4/ibRkkyDmyWV/OOBXlrZpJaKknPBC+Qr7KUZArS5j1ntGXPKf07NEUBeQnSeX8LsWekyJYYK3t2Zm28NKdQ7wtRVZWTU7BOq6dn2V8GHh4eRdoDAOCscmIPnXt8+nDRQpRR9K/4SWvmKHHlx5IKZq2cvwGrNThC1uCIIu3Nnt7nHlvcq3HUgHRt/9Y63fY+xc7+twJyzpTYxpYUW8ujAgAAwMXIlhIne1aG3AJClPTL18o5uU/pu3+Wyeohw1awXF9VpI94UTZbvho3PJdbtYjwr65hoxZYLGYFD7zF8fMTd/TWjg0e2nw8R9bMTJ2JS9bP8XEasudrpVjc1fSWp3R6zhSdcfeVLTlOtqNblLh2rkKu/ovOLn1PXi06yaddb6XtWCOT2SJ7bo5kz1fmgc3KOX1YXi06y7tVtM5+/6Ey921UyPB7dPrLF5WfVrBcfoPB4yVJOWeOKvv4brmHtZAt/oT8ulxR5GZSFMjct0Fnvn7F8XOqv5+sAaFyj7xMm96bovD8WAWNnqyQqGjlZ6TozJcvybtdb4Ve+1c1+csbSs73VsD+VTKy0vT3yAFatCNbS34+otUht+iBUVGy+ATq0MlkfbR4l04dD1LLhrepdWyoLjl4Vm2aBsrL4+KOycX96mqQxVJwdwKbXwMALhZ+0YOVtm21TBZrkburSmLxDVJe8h9/8DcqMtWE70tUnpFnk8zmIkvzlSY8oqF8h49T3ILXSjwePODW6h4eAAAA6qGktZ8rfcdaNbz2ARm5Bfs45acnqcXkuZJhVPkP/J2jI6tzmHACDQK81K9ftJq9NlHX+xiSj7Sx+xRl/v69zE0ucfz3k7FtpZ5Nuk7X+GVp75G2ajFvnXqe2i73batlDugg6+bvlHvmiHw69pXJzV0Wn0DZszMUv/htNfq/KbIGRcg9rIVkGPK7ZKCSf5mvlF8XymSxKqjfjYpf/I5yTx+S2dNX9ux02VLiZA0Mk3toszKX6K8v8jNSdHb5DOXazm1JsNXncl26f6NsCadkiz2rlPRcnTSaKOmzReruP1Pmpp3VwLArc8/Pyh94s9xDmihUksJudJzjjhbS9QPbKDs3T+4NCmannU7I1LYDZyW5K/6ktPHkCc1dc0KS1PuSCD0xsWftvfBaRiGqiry8CpaKyc7OLrNdRWdOAQBQ1xpcOVEejSPl0aht8Sn8RW68MCkv9azjJ6MChajQUf+Q8vMkFZ0dBZQlftn7St++WpIUcvVf5N9taJntzR5F/9vKk1luKkgmvNt2r5lB1jDDMJSXfEZu/g3Y4BYAAMAJpO9YK0nKOrZTEf/3rBLXzJF/lytldruwlR+yjmyXYdjl1eKSCt2IBdeQG3dM568TPqqzh7IDRik/PUmeTdsr/Oan9NPeVGX/nK7PUnpKKek6fDRdPQMStSSrs35+d73eH32lso/tUOjIv+nRt39W5pY8RVpidE1Wkt6e/bMSrBEy6QpdmdFIAwb1VObB35STeEZvbXZX5m8r1cfuJ0+vTgpwsyk475hS922WkXhSJjd3Nf3rO3LzDaq7N8gJJG9YpIzdP0uSnki6Sc2bhevZe/ooZ+t3Stv2gwJatVV6vptC9v2sS3MPKT3bU2/9ZtUjARblyaqMfHcFlnLuQD8PSR6On1s1DtBfRl+inh3DdSw2VdsOnNWOQ2d1/HSafL0u7nyPQlQVFe79lJaWVma7wr2hgoLq9wcaAOD8zJ4+8u86pNTj3pGXOn5/9mjcVklr5sizaftiy/CVxMLa1KiCwiKUJGUd31VuIer8JSIlqfVjXyhj20qZrO7KM0x6a85vGjOorZq7yBIn9txsxS14TZkHf5NXq64KHfUP2bPTi71OAAAA1B7fTv2VvvNHebXoJIuXnxpe/ZdqOW/snGclSc0eeF9u/g2q5Zyoe17NO6r5gx8r59R+yWSWZ6M28jxvGXzv1l01tLU0ZLih+OQsHT+dpuOnU7Uqto3iU/LU0d2igB6XKaDHVZKkE3Hpysiy6bj8tccyXKlJeUozCm4U7di64L+b8LFPas/387VjvV05ytZudT5vRL2kOGn6tZJPXrJOffKEzB4+Crv+IVl8g2V2L5hMkb73Vxm2HHm3vVRmd0/lpyfLZPWQTKaLLr8PHDBOX+zxUHLMMQU0aKAn7rhMnu5u8uw5QgE9RxS0aR4l0zWjdXrTDzpz8Jha5UXp15Duun5QGwX4epRzhXMiQnw0om8rSVJokLcu7VCQ2+Xl25Wde3Hvp00hqopatmypjRs3Kja27P0GTp8u2Mg9IqL8P9IBAOCsTCazwm98rMhzfp0Hy+IbyDK1qDHBg8crcfWnkkwKHnBLue3dgsLl2ayDso/vlu8lA2WxmOXXdYjsWen6fskaJW7fpX9sjdHYIVG6YXBbuVnMNf8iypCXmiB7bpbcQ5rIMAzF7vxNsfmBOpZkKDE1R6a0M+p3Yoc8m3dR8MBbdfL9fyg/PUkmi1U+7S6Te3hLBV52XZ2+BgAAgPqmwZDbFTTwFlm8/Grk/IY9r0bOi7pj8faTd5uyV2gwmUwKDfJWaJC3erQPK7XdGw8NVGa2TVk5ebLZ7DJkOFbLD/9j+Tc3/wZqec0E/eeyTNkNQ9m5ecrIsil132ZlnD6h37ObqemAEco9fVhpO9YoLzlOy79dpfYnFxa7nleraHm37amE7z8oeC1+DdT0njdkdveq0ntRVfaczGIrYFSXL1bu17LDHgrw7aRX7updYmHJ4hMgSWrUe5ga9ZbK3syg8twsZvl61W1+WtMoRFVR27ZtJUnHjh1TZmamvL2LfxAMw9CePXskSR06dKjV8QEAUNPc/Jjti5oV0PMauQU0lFtgWIVmAZlMJkXc+m/lnj15bpNoe56O/fcOtTPsivKT/pUUKsu69/XzZpuaXP+gWke1rOFXIdmS45R16Hd5R10mN99ASVLO6cM69enTkqSMIU/ov98c0t/NcxRkztXO7CgdzwvVCK8tcrPkKj8nQ/bcLAX1v1lnl74rI9+m9F3r5JWVTiEKAACgllm8/WVR9c+wbzjir7LbcmXxCaz2c+PiERZcsWKMr7e72ngXXS4ydud2ZaVs0bCbnpDJZJJbULhMIS01e7ePcvYkqX0JtdXs43vkE3WZ4+f8tATlnD4sa3Aj5SWfqfQeU0aeTUZebvHtACTl2w2dTsjQsdhUnU7IUMMgb/Xr0lgZ+zYqfsk7Cr/xMXk2rd49rdKP7NTvO05Jkh4d30MRIRfXbC9nQiGqigYMGKDnnntONptN69at07Bhw4q12bp1qxITEyVJ/fr1q+0hAgAAuDSTxSrfDpW718xkcZNHWIsi53DzD5Fhz5PFy1+PX9VBGd+tUqg9UT/O/lC/9P4/3TwkUla3mluHP2PfeiWu/kzuvy9X4ztf0d6jyXJb8LwsuVkKvnKCvJs2VdPs7+TjmytJusz7mMI7DFLg/m2yGb4K6dRfns3aK2HFR0XOm3X6iFI2LZVn0/byCK/5ghoAAABqjl/04LoeAi569j/+VbAEnMXTR03G/UvXH03Urzti9cbOZlJqnFLs3kqy++j14M9kN7vJr+sQmb18lWwJUbbJWykmyTZ3qqyBoUVWTsnPzlDG7p/l1+UK2bMzZPH2l2HYZTIVzPSx52brxLsPyJ6drka3PS+PiFZa/NNhxe/foZjEHF2Svl6fpvVWW+sZ9fHYr4OdxxUUovb+KntWmlYuXCrv3j7qFtVQftb8C14iMGndPCX9+IXuk0mJt0xV5zYNL+h8KBuFqCpq1qyZunbtqi1btujNN99U37595eNz7j9+m82madOmSZIiIyPVu3fvuhoqAABAvWYNDldeepIa3facAg9sVpwSleLZSL652Vq2epMiPRLUc2BvZexdLze/YHk2bV+t13cPaarAgbcqefWnevf1T3QqPl0T/VJkcnNX0pq5atK2hyYMaSH7rwUb5DYacZeiLhkoqeiebT6XDFLumSOSpG8zu+oaY6sSls+Qyc29YP8sk0kBPa9lTwEAAAAAxYRd/0/lnDlSJN+xmE3q2KqBOrZqIGNkRx05laqt++O149BZvXtshB6/qbtMJpN821+uNz/eqF937FETS4IeCTimmLNZ+vn77Yo2H1B494FK+PQx5acnKnnTUuWlxEtNuyjXbtLpyDFKS0xSYlycLk9Pllej1jJ7+yp1y0q1+PETdTAyCwZjlSYFGYo0HZck2cKyZEuMVcjVd2tfXhP97xeLGp9YKQ/fnxRhSdbpS/+q7oMGyC0vS2ZPn0pvG+B/6TWyePsr89AWtexevTOtUByFqAvw+OOPa+zYsTp48KDGjx+vRx99VFFRUTp27Jhef/11bdq0SSaTSQ8++CD7ZwAAANQR3479lLxhkcweXvKO6ilJauCZL39bjLq5H5X1YDOlBaTr7HcfSCazGo2fUiQ5s+flKi85Tu4hTSp97cxsm3b8/LManvhBp/ICtT/OplRrE2V7NJB3zlkFDx4va3AjtRh8vTIaN5bJ7CbvtiWvH+/feYD82vdStpu/LIt3ynxgiyTJyMtVysbFkiRb4mmF3/RYif0BAADgvA4/P0aS1PzBj2Xxrpn9p1C/mT285dWsY6nHTSaTWjUOUKvGAbp+UBvl23vJYj73N20fT6taNQpQarpV/0q+UWl2T1330zyZPffo68QQje57gzKPbFOCW6i8zn4rHV4vd0n+h7epmbmg2PTPxFv139v6KW7+a8o5dUDnLzTo2a6vunt6Km3bSXk2bS/v0xt1Yu1bCr3+n4oafLXuCo3V9p1HFZiQocWZXbXy+xT5rvteD4f9pBAlqtG4Zyq0pHuh44l5CowcqPDuV1X2rUQVUIi6ANHR0Xr22Wf1zDPPaNeuXZowYUKxNo899pgGD2ZqLQAAQF3xix4sr1ZdJElmq4caDL1DWYe3KS85TpLk5hMgj8aRMjVoJiPhuA4vn6dWIyfJo0G4TGaL8tMSdfJ/f1fw4PEK7D1KGXs36OzyGfJqGa2QqyYpPy1R1uCIYtc9Gpuqx95eJ3NOiP4daJafm01Drh2iKy5tJnfzNbJnpReZveQT1avM12Hx8pW8fOUr6f6bumnnkrHy3vqF47hbULhUg/c+GYahnFMHZfb0kXuDRjV3IQAAgHrMnpNBIQpO4fwilCT9/eaujscpR/foxI+L5X1ijxIUKP8AP/l3HyD/7sOUciROP+6MUX/T75Kk/Q2vUPfE75TeoL2eGdtfoWFBSo9orfyMFJm9fBU68gFZgyNkslglSQGXXSc3vyAlrJwlt8AwWXwCFBrkrZH9Wmtkv9ZKPdNOnXbF6sj2DB08kSxL+hnl21OVfXx3hQtR9twsvfn57zoYk6r//LWvOrZiVYmaRiHqAo0dO1adOnXSzJkztXHjRiUlJcnHx0ddu3bVhAkTWJIPAADACbj5BTseB1x6jQIuvUYn3vub7NnpCh/7pHLijslIKFgC4uDxRH35zlINCzwivyF3q5W/TZKUtm21/LsN05n5r0qGXenbVyt9+2pJUuDl1yuvy2gdPZWqnh3DlXV8l+yfPq0XvKXTfo2U0e1ORST+ps59Wv4xU95NZqvHBb2mjlePUawlSzt37FeLUE/p5DZF3PKvCzpnWTL2/KK4Ba9JMqnJ3a/LvWHTGrsWAABAfeMdeansOVkye1GEgvOzn9gh7xPr5d9juFoOvUOXnrcaWFTLUEVc01Nnl/4u386DdfO1E2XPvVkmN6tM5oK9eS09R8hk9ZA1uJHcGzYrcm6Lp4+yj++WX+eBajj8L8Wu7R/WWIPDGmvwYGnnobPyNvVQ8JlNyok7prhNvypp6w9qFd1FwT2Hlzz2vFwdfeX/dKfdXbPcB6p1k4BqfGdQGgpRJejVq5f27dtX4fYdO3Z07AcFAAAA1+Df/SqlbVstk5tVno3ayKtDX2Xt/kmd3E+qk05K6dJPc/8nk8cRWc1WKeGUsmP2SYa9yHnSLQGa/pNV/sv/pzyTmyIn36Hs9YscxyMsSWo59CpJ1bvkg8lsUaOrJihimCGTyaSMveuVsuFbpR74Xc0mPl+k+FYdCopQkmQoYfkMRYx7plrPDwAAUJ+F38jyynAdJncvmaye8mresciWNPlZ6Yr/9i3lpSWq6V/fkcUnUJJkdvcs0t+WfEYp67+RV8vO8u96ZZFjWSd2K+7rV+Ud2VPhN04ucxydWodIkmLWTVfOyX064HFEkTm79P0KmyIsl6h/1yYy/2lmlz0zTRmNe8onZqMCmjSXpzslktpgrusBAAAAAHUh4NLhirj1acfP4df9TY0m/kcW3yDHc208E5SY76NE31aKGP+sPBq1la3vPZKko3kFSU9SjkUnUkwa7/uTbvdZo8S3b1PAZSNl+mPGU/DAW2v0dRQmfolr5ij1t++k1Dj99sl/Zbcb1XqdgJ4jHI+tVdgvC6iqxMREPf300xowYICio6M1ZswYLV++vK6HBQAAUG/5RQ9W+E2PyftPy4ubPbyUeWCzck8flsXbv9RVIKzBEQoe9H/yiy6+pY01IExeraLlEd6ywuMJ6jdWQQNuUcMrJ2iXuZ2OZ3hq2pzf9eB/12rb/nhHu5zTR2TxDdSi/P56JPEWdezUpsLXwIWh3AcAAIB6y+Lt73hsMlvk2bitmt3/nhJWfKSc2EPqdtVdSjhyQDlrPlTalpUKve7vCrykj36KyZHN6ivDfkYeLbvqpdTtMjYUnMctMFSeTTuoyd3/VX56kjwaR9bKazHybY7Hv58268fZv+kft3SV1c1S5XPGL3lXealnZfH2l3/3q+Tf42qZPX1k9vAuvzNQDTIyMjRx4kQdOXJE48ePV9OmTbVgwQI98MADeumllzRq1Ki6HiIAANUibtGbMmw5anjtA8VmjwDOxuLpI68WlxR73mS2KLDfTcpPT5LJWvp/x9bAMAVePrrEYx4RrRR2w2SdeOevyti/WU3ufLnc8Xi3ipZ3q2h1l9Sl83Py2nxcqd+t1Z1Zs3Tmc399FnCZ+jXKlCX5hCydhmjTXpsMs7sGdOMGu9pCIQoAAAA4j8nippCr7nL83Diitezd+sn0xx8EwoK9NebWEUX62G3NFZd4QNkn96nBkDtkMplkDQyVNTC01sbd6LYXdPzNSZKk3h4H5X/8RZ14SQoe/7J8AwOVtv0HebW4RJ5Noip8zuwTu2VLOCVJ8ul5ndYftmnT7n36643Rsh9er8QfPpPdbsi73eUKHXJbjbwu1G+zZ8/Wvn379Pbbb2vIkCGSpDFjxmjs2LF68cUXNXToUHl7UxgFALi+9B1rJUnBg8fL7B5ex6MBqi64/9gLPoc9K1356UlV6msxm3Rlz+bq4RupxAVSnskq/6S9yk8/rnxJ2T/OU0PTQLXs0F5BfhR9awuFKAAAAKAcZk+fso9bPRR+0+O1NJqSufkFqdWTXysvNUHH37rb8fwXny3S4PY+cj+2QSkbvlWz+9+t0IymvPQkRxFKkn7+8HW527N0OOMyxV8ZqaCcLOUlx0mS1q3fq+ZNzqhH+7Dqf2Go1xYuXKjGjRs7ilCS5O7urttuu02PPfaYfvzxR111VfXuvwYAQF0ylbKUGVCfWHwD1eQvb1zQOQI7XCZ3z6cV5NtIx3duU0hAvnLPnlTMmXzFxfvryWHtqmm0qAgKUQAAAMBFxM2/gdwCGiovJV7p8tbeFG9F7t6hlh42GUa+cs/GyLNx23LPc/yNSUV+bmM+KZmlW3t4qUGgl+ynzx3Lzs3Xsx+u1+iBbTRheHtZLGxFiwuXlpamw4cP6+qrry527JJLCpaC2b59O4UoAMBFoeXj8woemPg9Cjj+9j3KT0tUs7/PuKDzeLeKlrekoMFXOp7rJyniRLJaRPiX2g/Vj0IUAAAAcJEJu+FRpWxaqoDgJuoZF67mu5fLnlNwLC890dEu48BmpW5eKr/oK2T29FX8t2/L5OamkKv/Uuq525qOy9fLKnuHy+XVopPy7ZL3plMyrzqpBWsO6tjpVE0e30Pentaafpm4yJ05c0aGYSg8vPjyRGFhBbPvYmJiantYAADUCJO56vt6Ahcbs7uX7FYP2XMyJN/Aaj9/m6bVf06UjUIUAAAAcJHxCG+lhiPuU15KvHpvmCz7eccOLv5U21bsVoPofmq/7iWZDLsyj+xQll9zeacnKnjQ/yn39BGl+beSX+rhIue1+IeowZDbJUlmD2+ZPbxllTT6qnBFRjbXCx9v1O974zT57Z809S+XK9CPpWVQdWlpaZJU4h5Qnp4F6/lnZWXV6pgAAKgp6TvXybDnybdjX5ks3NCD+q3BlROVeWCzbGdPyr1B47oeDqoBcz0BAACAi5HdrhPT75M9K63I02fSpcZnN2j3sq9kMgpKVLl2s/53smCN9MQfPpNPhz5q0fcq+V96jbzbXiqzp6+Cr5igZve/J2tgaImX69iqgV79W381buijQF8P+XrzBxRcGMMwJEkmk6nYscLnSjoGAIArivvmv4r/9m3lZ6TW9VCAOpcbd1Spv3+v7Jj9dT0UVBNmRAEAAAAXIZOl6K/6Zm9/2TNT1bFDc6WdOKgI2z4pr+DYcf+uatu2u3RwmSTJLaChArpe4ehrGEaF/uAfEeKjV/7WX2aTSW7sE4ULVDgTqqRZT9nZ2ZIkX1/fWh0TAAA1xbfzYOWlxMniF1zXQwHqnFerLmpg9ZRHeKu6HgqqCYUoAAAA4CIV0GukUjYskndUL4WNelDH371fufvXyz+itSL+b4qyT+6V2cNbLRu11TCTSTlnpsm9YdNiRafKzDrx83av7peBeqpJkyaSCvaK+rPTp09LUon7RwEA4IpCr/1rXQ8BcBoe4a0oQl1kKEQBAAAAF6kGV05QwGXXyeITIJPJpCZ3vaack3vl2byTzFYPebfqUqS9R1iLOhknUBJfX1+1bNlSO3bsKHZs+/btkqTo6OjaHhYAAACASmK9DAAAAOAi5uYb6JjRZPH0kXeb7jJbPep4VEDFjBgxQkePHtXq1asdz+Xm5urTTz9VcHCw+vfvX4ejAwAAAFARzIgCAAAAADil22+/XYsWLdKDDz6oiRMnKiIiQgsWLNDu3bv1yiuvyNPTs66HCAAAAKAcFKIAAAAAAE7Jx8dHs2fP1rRp0/T5558rNzdXrVu31vTp03XllVfW9fAAAAAAVACFKAAAAABAldx3331atWqVZs+erR49epTZdteuXZoxY4Y2btyo5ORkBQUFqVu3bpowYYK6detWar+GDRvqP//5T3UPHQAAAEAtYY8oAAAAAEClzZ49W6tWrapQ22XLlummm27SkiVLFB8fL5vNpri4OH333XcaN26cPvzwwxoeLQAAAIC6QiEKAAAAAFApX375paZOnVqhttu3b9ejjz6qvLw89ejRQ3PmzNGvv/6quXPnqlevXrLb7Xr11Ve1Zs2amh00AAAAgDpBIQoAAAAAUCG5ubmaMmWKnnrqKRmGUaE+b7zxhnJzc9W2bVvNnDlT3bt3V3BwsLp166YZM2aoR48eMgxDL7/8sux2ew2/AgAAAAC1jUIUAAAAAKBcK1as0IgRIzR79mxJUseOHcvtc+jQIf3000+SpHvvvVceHh5FjlutVj3yyCOOtr///ns1jxoAAABAXaMQBQAAAAAoU2pqqu6//34dO3ZM3t7eevrppzV58uRy+61bt06SZLFY1L9//xLbREdHq0GDBpJU4T2nAAAAALgOClEAAAAAgHJZLBZdd911WrJkicaNG1ehPnv27JEkNW3aVH5+fiW2MZlMateunSRp165d1TNYAAAAAE7Dra4HAAAAAABwbl5eXlq+fLmaNGlSqX4xMTGSVG6/iIgISdLJkyerNkAAAAAATosZUQAAAACAMlmt1koXoSQpKSlJkkqdDVWo8HhqamrlBwcAAADAqVGIAgAAAADUiJycHEmSp6dnme08PDyKtAcAAABw8aAQBQAAAACoERaLRVLBPlAAAAAA6icKUQAAAACAGuHl5SVJys7OLrNdRWdOAQAAAHA9bnU9AFRefn6+JOn06dN1PBIAAADA+RT+nlz4ezPqTuHeT2lpaWW2K9wbKigoqEbGQQ4FAAAAlK6mcygKUS4oPj5ekjRu3Lg6HgkAAADgvOLj49W8efO6Hka91rJlS23cuFGxsbFltitMfCMiImpkHORQAAAAQPlqKoeiEOWCOnXqpNmzZ6thw4aONdcBAAAAFMjPz1d8fLw6depU10Op99q2bStJOnbsmDIzM+Xt7V2sjWEY2rNnjySpQ4cONTIOcigAAACgdDWdQ1GIckGenp7q0aNHXQ8DAAAAcFrMhHIOAwYM0HPPPSebzaZ169Zp2LBhxdps3bpViYmJkqR+/frVyDjIoQAAAICy1WQOZa6xMwMAAAAA6rVmzZqpa9eukqQ333xTGRkZRY7bbDZNmzZNkhQZGanevXvX+hgBAAAA1CwKUQAAAACAGvP444/LZDLp4MGDGj9+vNavX6+kpCRt3bpVkyZN0qZNm2QymfTggw/KZDLV9XABAAAAVDOW5gMAAAAA1Jjo6Gg9++yzeuaZZ7Rr1y5NmDChWJvHHntMgwcProPRAQAAAKhpzIgCqsm2bdvUvn17bd68ucTjiYmJevrppzVgwABFR0drzJgxWr58eS2PEseOHdPf/vY39erVS5dccolGjhypBQsW1PWwcJ68vDzNnDlTw4cP1yWXXKLBgwfrueeeU0pKSl0PDX+Sn5+vsWPH1tjG8qi8o0eP6uGHH9bll1+uTp06adCgQXruueeUlpZW10Ord/jed358XmrX2LFj9dVXX2nEiBEKDQ2V1WpVYGCgBg0apI8//lgTJ06s6yGiDpBDuQZyKOdHDuU6yKGcD78TOg++953fhXxeTIZhGLUwRuCidvz4cY0bN05xcXGaPXt2sY2QMzIydMstt+jIkSMaP368mjZtqgULFmjbtm166aWXNGrUqLoZeD1z6tQpXX/99crKytL48eMVERGhb7/9Vlu2bNHDDz+su+++u66HCEn/+Mc/tGzZMg0bNkyXX365du/erS+//FKXXHKJPvvsM7m7u9f1EPGHt956S2+//bYsFot2795d18Op986cOaORI0fKZrPp1ltvVZMmTbRt2zYtXLhQbdq00bx58+Tl5VXXw6wX+N53fnxegLpHDuUayKFcAzmU6yCHci78Tug8+N53fhf8eTEAXJDVq1cbPXv2NCIjI43IyEhj06ZNxdr873//MyIjI43ly5c7nsvJyTFGjRpl9OzZ08jIyKjNIddbzz//vBEZGWksXbrU8Vxubq4xYsQI45JLLjFSU1PrcHQwDMNYunSpERkZabz44otFnn/vvfeMyMhIY8mSJXU0MvzZli1bjPbt2xudOnUy2rdvX9fDgWEYDz30kNGuXTtj27ZtRZ7/+OOPjcjISGPmzJl1NLL6h+9958fnBahb5FCugxzK+ZFDuQ5yKOfD74TOg+9953ehnxeW5gMuwMMPP6x77rlHISEhGjFiRKntFi5cqMaNG2vIkCGO59zd3XXbbbcpOTlZP/74Y20Mt947evSoJGnAgAGO56xWq/r376+cnBwdOnSojkaGQvPmzVNAQID+/ve/F3n+xhtvdHzWUPcyMjL0z3/+U/3791eXLl3qejj4w/r169W+fXt17ty5yPOFd45t2rSpDkZVP/G97/z4vAB1hxzKtZBDOT9yKNdADuWc+J3QefC97/wu9PNCIQq4AIcOHdKDDz6oBQsWqEWLFiW2SUtL0+HDhxUdHV3s2CWXXCJJ2r59e00OE39o1aqVJBVLlo4cOSJJCg0NrfUx4Zz8/Hz99ttv6tmzp2Mqb1ZWlvLy8hQcHKwHH3xQPXv2rONRQpKee+45ZWRk6LnnnqvroeA88+bN07Rp04o9n5iYKElyc3Or7SHVS3zvuwY+L0DdIYdyLeRQzo0cynWQQzknfid0Dnzvu4YL/bzwaQIuwLx588pda/nMmTMyDEPh4eHFjoWFhUmSYmJiamR8KOrOO+/UmjVr9Pjjj+vpp592rG++atUqjR49Wo0aNarrIdZrJ06cUE5Ojpo0aaIlS5Zo+vTpOnTokKxWqwYNGqSnnnrK8ZlB3fnuu+80f/58TZ8+nbsrnUzjxo1LfP6jjz6SJPXq1as2h1Nv8b3vGvi8AHWHHMq1kEM5N3Io10AO5bz4ndA58L3vGi7080IhCjjPCy+8oLy8vDLb/O1vf1NgYKAkVWjDz7S0NEmSt7d3sWOenp6SCu5YQtVUJmYNGzbUP/7xDz3++OMaP3684/igQYM0derUmh5qvVXRGKWmpkqS1q5dq7lz5+rOO+9U+/bttWXLFn3yySfas2eP5s+fL39//9oYdr1Rmc/QmTNn9O9//1s33HCDrrzyyloaYf1W2e+lP1uyZInmzZunxo0ba8yYMTUwQvwZ3/uui88LUDXkUK6HHMr5kUM5N3Io50YO5Xr43nddlfm8UIgCzjN37lzl5uaW2eaOO+4o9cuqJIZhSJJMJlOxY4XPlXQMFVOZmL3//vuaNm2aWrRoodtvv10NGjTQxo0bNWfOHN1+++1677335OvrW0sjrz8qGqPCNocPH9b//vc/DRw4UJI0ZMgQNW7cWFOmTNHHH3+sv/3tbzU95HqlovEJCAjQ5MmT5efnpyeeeKKWRocL+V5avHixJk+eLC8vL7355puOX+BRs/jed018XoCqI4dyPeRQzo8cyrmRQzk3cijXw/e+a6rs54VCFHCeHTt2VPs5C6v5JVXus7OzJYlf3C9ARWOWnp6u6dOnKyIiQl999ZX8/PwkFfyC3qFDBz322GP64IMP9OCDD9bkcOulisYoJSVFktS0aVNHAlXoxhtv1PPPP69ffvmFJKqaVTQ+M2fO1Pr16zV9+nTl5OQoJydHkmSz2SQVrAlstVodny1Uj6p+L73//vt67bXX5O3trffff1+dOnWq5pGhNHzvux4+L8CFIYdyPeRQzo8cyrmRQzk3cijXw/e+66nK54VCFFDDmjRpIqlgvdM/O336tCSVuAYqqteRI0eUnZ2tIUOGFPsl77rrrtOzzz6rn3/+mSSqDkVEREiSGjZsWOyYu7u7AgMDlZ6eXtvDwh9++OEHGYah++67r8TjvXv3Vs+ePfXpp5/W8shwPrvdrilTpmju3Llq0KABCVQd4HvfdfB5AZwX/y91DuRQzo8cyrmRQ7kGfiese3zvu44L+bxQiAJqmK+vr1q2bFniHRnbt2+XJEVHR9f2sOqdwrXo7XZ7qW3KOoaaFxwcrCZNmujw4cPKy8uTm9u5r6j09HQlJiaqc+fOdTjC+m3y5MmONejP95///EcHDhzQjBkzWHu+jhmGoSeffFLz589Xy5Yt9cEHH6hp06Z1Pax6h+9918DnBXBu/L/UOZBDOT9yKOdGDuX8+J3QOfC97xou9PNirsGxAfjDiBEjdPToUa1evdrxXG5urj799FMFBwerf//+dTi6+qFt27Zq3Lixli5dqrNnzxY59vXXXysrK0t9+vSpo9Gh0OjRo5WcnFzsjrAPP/xQhmHoqquuqqORoVOnTrr88suL/RMQECCTyaTLL7+cu8bq2MyZMzV//nxFRUVp7ty5JFB1iO9958fnBXB+/L+07pFDuQZyKOdFDuX8+J3QefC97/wu9PPCjCigFtx+++1atGiRHnzwQU2cOFERERFasGCBdu/erVdeeYXND2uB2WzW1KlT9Ze//EVjxozRTTfdpJCQEG3ZskXffPONWrdurbvuuquuh1nvTZo0ST/88INeeukl7d+/X9HR0frtt9+0aNEiXX755Ro5cmRdDxFwSikpKXr77bclFezb8OOPPxZrExoaqt69e9f20OolvvedG58XwDXw/9K6Rw7lGsihgKrhd0Lnwve+c6uOzwuFKKAW+Pj4aPbs2Zo2bZo+//xz5ebmqnXr1po+fbquvPLKuh5evdGnTx998cUXeueddzRr1ixlZGQoLCxMEydO1H333ccGoU7A09NTs2bN0v/+9z8tXrxY3377rcLCwnTffffp3nvvldnMRF6gJFu3blVmZqYkOX45/LPevXuTRNUSvvedG58XwDXw/1LnQA7l/MihgKrhd0Lnwve+c6uOz4vJMAyjRkYH1ID77rtPq1at0uzZs9WjR48y2+7atUszZszQxo0blZycrKCgIHXr1k0TJkxQt27damnEIGbOjxg5N+Lj3IiPayJuzo8YAdWHz5PrIWbOjxg5N+Lj3IiPayJuzs/ZY8RtEXAZs2fP1qpVqyrUdtmyZbrpppu0ZMkSxcfHy2azKS4uTt99953GjRunDz/8sIZHC4mYuQJi5NyIj3MjPq6JuDk/YgRUHz5ProeYOT9i5NyIj3MjPq6JuDk/V4gRhSi4hC+//FJTp06tUNvt27fr0UcfVV5ennr06KE5c+bo119/1dy5c9WrVy/Z7Xa9+uqrWrNmTc0Oup4jZs6PGDk34uPciI9rIm7OjxgB1YfPk+shZs6PGDk34uPciI9rIm7Oz1ViRCEKTi03N1dTpkzRU089pYquIvnGG28oNzdXbdu21cyZM9W9e3cFBwerW7dumjFjhnr06CHDMPTyyy/LbrfX8Cuof4iZ8yNGzo34ODfi45qIm/MjRkD14fPkeoiZ8yNGzo34ODfi45qIm/NztRhRiILTWrFihUaMGKHZs2dLkjp27Fhun0OHDumnn36SJN17773y8PAoctxqteqRRx5xtP3999+redT1GzFzfsTIuREf50Z8XBNxc37ECKg+fJ5cDzFzfsTIuREf50Z8XBNxc36uGCMKUXBKqampuv/++3Xs2DF5e3vr6aef1uTJk8vtt27dOkmSxWJR//79S2wTHR2tBg0aSFKF185E+YiZ8yNGzo34ODfi45qIm/MjRkD14fPkeoiZ8yNGzo34ODfi45qIm/Nz1RhRiILTslgsuu6667RkyRKNGzeuQn327Nk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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(2, 2, figsize=(24,15))\n", "\n", "axs[0, 0].loglog(energies, mt_data[\"MT_1\"], linestyle='dashed', label='ENDF', linewidth=2)\n", "axs[0, 0].loglog(u233_dt_test.Energy, Energy_Grid.MT_1, linestyle='dotted', label='ML', linewidth=3)\n", "axs[0, 0].set_ylabel(\"Cross Sections (b)\")\n", "axs[0, 0].set_xlabel(\"Energy (MeV)\")\n", "axs[1, 0].plot(energies, diff_sig_1)\n", "axs[1, 0].set_xscale('log')\n", "axs[1, 0].set_ylabel('Absolute Difference (b)')\n", "axs[1, 0].set_xlabel(\"Energy (MeV)\")\n", "axs[0, 0].set_title('Total Cross Section (MT1)')\n", "axs[0, 0].legend()\n", "\n", "axs[0, 1].loglog(mt18_info[\"energy\"], mt18_info[\"xs\"], linestyle='dashed', label='ENDF', linewidth=2)\n", "axs[0, 1].loglog(u233_dt_test.Energy, Energy_Grid.MT_18, linestyle='dotted', label='ML', linewidth=2)\n", "axs[0, 1].set_ylabel(\"Cross Sections (b)\")\n", "axs[0, 1].set_xlabel(\"Energy (MeV)\")\n", "axs[1, 1].plot(energies, diff_sig_18)\n", "axs[1, 1].set_xscale('log')\n", "axs[1, 1].set_ylabel('Absolute Difference (b)')\n", "axs[1, 1].set_xlabel(\"Energy (MeV)\")\n", "axs[0, 1].set_title('Fission Cross Section (MT18)')\n", "axs[0, 1].legend()\n", "\n", "fig.tight_layout(pad=1.0)\n", "plt.savefig(\"figures/mc_winter_mt.png\", dpi=600, bbox_tight=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Comparing ENDF/ML MT2 ACE Cross Sections\n", "\n", "As mentioned, the MT2 is adjusted to conserve unitarity. It is important to visualize the difference since we expect the biggest irregularities to appear there in this processing framework (therefore this being a proof-of-concept framework)." ] }, { "cell_type": "code", "execution_count": 57, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:48:19.897991Z", "start_time": "2021-05-07T23:48:15.928992Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ ":7: MatplotlibDeprecationWarning: savefig() got unexpected keyword argument \"bbox_tight\" which is no longer supported as of 3.3 and will become an error two minor releases later\n", " plt.savefig(\"figures/MT_102_KNN_BEST.png\", dpi=600, bbox_tight=True)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(14,10))\n", "plt.loglog(energies, Energy_Grid.MT_2, linestyle=\"dotted\", linewidth=5, label=\"ML\")\n", "plt.loglog(energies, mt_data[\"MT_2\"], linestyle=\"dashed\", linewidth=2, label=\"ENDF\")\n", "plt.legend()\n", "plt.xlabel('Energy (MeV)')\n", "plt.ylabel('Cross Section (b)')\n", "plt.savefig(\"figures/MT_102_KNN_BEST.png\", dpi=600, bbox_tight=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Modify Original ACE XSS with ML Values\n", "\n", "Recall that we are saving all ML-generated values and adjustments in the `Energy_Grid` DataFrame. Using the ACE files metadata, we can simply pass in the DataFrame, as long as it contains the same exact energy grid as the original ACE file, and substitute the values." ] }, { "cell_type": "code", "execution_count": 58, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:50:58.761039Z", "start_time": "2021-05-07T23:50:58.674038Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:It is wokring\n" ] } ], "source": [ "xss_mod = ace_utils.modify_xss_w_df(xss, Energy_Grid, mt_array, mt_xs_pointers_array, jxs, pointers)" ] }, { "cell_type": "code", "execution_count": 61, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:52:13.257159Z", "start_time": "2021-05-07T23:52:13.253143Z" } }, "outputs": [ { "data": { "text/plain": [ "(297440,)" ] }, "execution_count": 61, "metadata": {}, "output_type": "execute_result" } ], "source": [ "xss.shape" ] }, { "cell_type": "code", "execution_count": 60, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:52:10.074247Z", "start_time": "2021-05-07T23:52:10.069745Z" } }, "outputs": [ { "data": { "text/plain": [ "(297440,)" ] }, "execution_count": 60, "metadata": {}, "output_type": "execute_result" } ], "source": [ "xss_mod.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Indeed, exactly the same number of cross sections." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualizing Final Results" ] }, { "cell_type": "code", "execution_count": 72, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:56:14.806902Z", "start_time": "2021-05-07T23:56:14.802401Z" } }, "outputs": [], "source": [ "sns.set(font_scale=1.5)\n", "sns.set_style(\"white\")" ] }, { "cell_type": "code", "execution_count": 73, "metadata": { "ExecuteTime": { "end_time": "2021-05-07T23:56:18.428022Z", "start_time": "2021-05-07T23:56:15.940023Z" } }, "outputs": [ { "data": { "text/plain": [ "Text(0.04, 0.5, 'Cross Section (mb)')" ] }, "execution_count": 73, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(2, 3, figsize=(15,10))\n", "# fig.suptitle('ENDF vs ML Cross Sections for U-233')\n", "\n", "axs[0, 0].loglog(energies, Energy_Grid.MT_18, linestyle=\"dotted\", linewidth=5, label=\"ML\")\n", "axs[0, 0].loglog(energies, mt18_info['xs'], linestyle=\"dashed\", linewidth=2, label=\"ENDF\")\n", "axs[0, 0].set_title(\"MT 18\")\n", "axs[0, 0].legend()\n", "\n", "axs[0, 1].loglog(energies, Energy_Grid.MT_1, linestyle=\"dotted\", linewidth=5, label=\"ML\")\n", "axs[0, 1].loglog(energies, mt_data['MT_1'], linestyle=\"dashed\", linewidth=2, label=\"ENDF\")\n", "axs[0, 1].set_title(\"MT 1\")\n", "axs[0, 1].legend()\n", "\n", "axs[0, 2].loglog(energies, Energy_Grid.MT_102, linestyle=\"dotted\", linewidth=5, label=\"ML\")\n", "axs[0, 2].loglog(energies, mt102_info['xs'], linestyle=\"dashed\", linewidth=2, label=\"ENDF\")\n", "axs[0, 2].set_title(\"MT 102\")\n", "axs[0, 2].legend()\n", "\n", "axs[1, 0].loglog(energies, Energy_Grid.MT_101, linestyle=\"dotted\", linewidth=5, label=\"ML\")\n", "axs[1, 0].loglog(energies, mt_data['MT_101'], linestyle=\"dashed\", linewidth=2, label=\"ENDF\")\n", "axs[1, 0].set_title(\"MT 101\")\n", "axs[1, 0].legend()\n", "\n", "axs[1, 1].loglog(energies, Energy_Grid.MT_2, linestyle=\"dotted\", linewidth=5, label=\"ML\")\n", "axs[1, 1].loglog(energies, mt_data['MT_2'], linestyle=\"dashed\", linewidth=2, label=\"ENDF\")\n", "axs[1, 1].set_title(\"MT 2\")\n", "axs[1, 1].legend()\n", "\n", "axs[1, 2].loglog(energies, Energy_Grid.MT_3, linestyle=\"dotted\", linewidth=5, label=\"ML\")\n", "axs[1, 2].loglog(energies, mt_data['MT_3'], linestyle=\"dashed\", linewidth=2, label=\"ENDF\")\n", "axs[1, 2].set_title(\"MT 3\")\n", "axs[1, 2].legend()\n", "\n", "\n", "fig.text(0.5, 0.04, 'Energy (MeV)', ha='center')\n", "fig.text(0.04, 0.5, 'Cross Section (mb)', va='center', rotation='vertical')" ] } ], "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": "3.8.8" } }, "nbformat": 4, "nbformat_minor": 4 }