{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Getting started with prenspire" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import random\n", "from pathlib import Path\n", "from clophfit.prenspire import prenspire\n", "\n", "%load_ext autoreload\n", "%autoreload 2\n", "tpath = Path(\"../../tests/EnSpire\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "import seaborn as sb\n", "import matplotlib.pyplot as plt\n", "import arviz as az\n", "import lmfit\n", "\n", "from clophfit.binding.fitting import (\n", " analyze_spectra,\n", " analyze_spectra_glob,\n", " Dataset,\n", " fit_binding_glob,\n", ")\n", "from clophfit.binding.plotting import plot_emcee, plot_emcee_k_on_ax\n", "from clophfit.__main__ import _print_result" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "ef1 = prenspire.EnspireFile(tpath / \"h148g-spettroC.csv\")\n", "ef2 = prenspire.EnspireFile(tpath / \"e2-T-without_sample_column.csv\")\n", "ef3 = prenspire.EnspireFile(tpath / \"24well_clop0_95.csv\")" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(['A03', 'A04', 'A05', 'A06', 'B01', 'B02', 'C01', 'C02', 'C03'],\n", " ['A03', 'A04', 'A05', 'A06', 'B01', 'B02', 'C01', 'C02', 'C03'],\n", " [['A', ' ', ' ', '- ', '- ', '- ', '- '],\n", " ['B', '- ', '- ', ' ', ' ', ' ', ' '],\n", " ['C', '- ', '- ', '- ', ' ', ' ', ' '],\n", " ['D', ' ', ' ', ' ', ' ', ' ', ' ']])" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ef3.wells, ef3._wells_platemap, ef3._platemap" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict_keys(['file', 'verbose', 'metadata', 'measurements', 'wells', '_ini', '_fin', '_wells_platemap', '_platemap'])" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ef1.__dict__.keys()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(dict_keys(['A']), dict_keys(['B', 'A', 'C', 'D', 'E', 'F', 'G', 'H']))" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ef1.measurements.keys(), ef2.measurements.keys()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "when testing each spectra for the presence of a single wavelength in the appropriate monochromator" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'temp': '25',\n", " 'Monochromator': 'Excitation',\n", " 'Min wavelength': '400',\n", " 'Max wavelength': '510',\n", " 'Wavelength': '530',\n", " 'Using of excitation filter': 'Top',\n", " 'Measurement height': '8.9',\n", " 'Number of flashes': '50',\n", " 'Number of flashes integrated': '50',\n", " 'Flash power': '100'}" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ef2.measurements[\"A\"][\"metadata\"]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict_keys(['metadata', 'lambda', 'F01', 'F02', 'F03', 'F04', 'F05', 'F06', 'F07'])" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ef2.measurements[\"A\"].keys()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[2163.0, 607.0, 1846.0, 517.0, 572.0, 2145.0, 2028.0]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "random.seed(11)\n", "random.sample(ef1.measurements[\"A\"][\"F01\"], 7)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Wells ['A01', 'A02']...['G04', 'G05'] generated.\n" ] }, { "data": { "text/plain": [ "Name H148G\n", "Temp 20.0\n", "Name: A01, dtype: object" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fp = tpath / \"h148g-spettroC-nota.csv\"\n", "n1 = prenspire.Note(fp, verbose=1)\n", "n1._note.set_index(\"Well\").loc[\"A01\", [\"Name\", \"Temp\"]]" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict_keys(['fpath', 'verbose', 'wells', '_note', 'titrations'])" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "n1.__dict__.keys()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(True, False)" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "n1.wells == ef1.wells, n1.wells == ef2.wells" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
5.26.37.48.18.2
272.03151.04181.016413.029192.028816.0
273.03130.04204.016926.029909.029545.0
274.03043.04232.017331.030900.030750.0
275.03079.04283.017680.031717.031547.0
276.02975.04264.018020.032564.032336.0
..................
496.0636.04689.043230.087203.087842.0
497.0683.04923.045173.089719.090666.0
498.0632.04900.046725.093452.094101.0
499.0854.05140.048452.096643.097506.0
500.0573.05573.050025.099847.0100715.0
\n", "

229 rows × 5 columns

\n", "
" ], "text/plain": [ " 5.2 6.3 7.4 8.1 8.2\n", "272.0 3151.0 4181.0 16413.0 29192.0 28816.0\n", "273.0 3130.0 4204.0 16926.0 29909.0 29545.0\n", "274.0 3043.0 4232.0 17331.0 30900.0 30750.0\n", "275.0 3079.0 4283.0 17680.0 31717.0 31547.0\n", "276.0 2975.0 4264.0 18020.0 32564.0 32336.0\n", "... ... ... ... ... ...\n", "496.0 636.0 4689.0 43230.0 87203.0 87842.0\n", "497.0 683.0 4923.0 45173.0 89719.0 90666.0\n", "498.0 632.0 4900.0 46725.0 93452.0 94101.0\n", "499.0 854.0 5140.0 48452.0 96643.0 97506.0\n", "500.0 573.0 5573.0 50025.0 99847.0 100715.0\n", "\n", "[229 rows x 5 columns]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "n1.build_titrations(ef1)\n", "tit0 = n1.titrations[\"H148G\"][20.0][\"Cl_0.0\"][\"A\"]\n", "tit3 = n1.titrations[\"H148G\"][20.0][\"pH_7.4\"][\"A\"]\n", "tit0" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjkAAAGdCAYAAADwjmIIAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdeXiMV/vA8e9M9n2VjYRYI/ZdUJRUqqrVaqkqqrq+0Ra/t1TfVltdtLq3lC62Lkq1RVFUrUUEQYsQSxJBdpF9m8w8vz9GplKRzCQzEnF/rmuumXme85xzJq3MnfOccx+VoigKQgghhBANjLquOyCEEEIIYQkS5AghhBCiQZIgRwghhBANkgQ5QgghhGiQJMgRQgghRIMkQY4QQgghGiQJcoQQQgjRIEmQI4QQQogGybquO1CXdDodycnJuLi4oFKp6ro7QgghhDCCoijk5eUREBCAWn398ZpbOshJTk4mMDCwrrshhBBCiBo4f/48TZo0ue75WzrIcXFxAfQ/JFdX1zrujRBCCCGMkZubS2BgoOF7/Hpu6SCn/BaVq6urBDlCCCHETaa6qSYy8VgIIYQQDZIEOUIIIYRokCTIEUIIIUSDdEvPyRFCmEZRFMrKytBqtXXdlQbHxsYGKyuruu6GEA2KBDlCCKOUlpaSkpJCYWFhXXelQVKpVDRp0gRnZ+e67ooQDYYEOUKIaul0OhISErCysiIgIABbW1tJoGlGiqKQkZHBhQsXaNWqlYzoCGEmEuQIIapVWlqKTqcjMDAQR0fHuu5Og9SoUSMSExPRaDQS5AhhJjLxWAhhtKrSp4vakZExIcxPfmMJIYQQokEyKch57bXXUKlUFR4hISGG88XFxURGRuLl5YWzszMjR44kLS2tQh1JSUkMGzYMR0dHfHx8eOGFFygrK6tQZseOHXTt2hU7OztatmzJ0qVLr+nL/PnzadasGfb29vTq1Yv9+/eb8lGEEEII0cCZPJLTrl07UlJSDI/du3cbzk2dOpV169axatUqdu7cSXJyMvfff7/hvFarZdiwYZSWlrJ3716WLVvG0qVLmTVrlqFMQkICw4YN4/bbb+fIkSNMmTKFxx9/nM2bNxvKrFy5kmnTpvHqq69y6NAhOnXqREREBOnp6TX9OQghhBCioVFM8OqrryqdOnWq9Fx2drZiY2OjrFq1ynDsxIkTCqBERUUpiqIov/32m6JWq5XU1FRDmQULFiiurq5KSUmJoiiKMn36dKVdu3YV6h49erQSERFheN+zZ08lMjLS8F6r1SoBAQHKnDlzTPk4Sk5OjgIoOTk5Jl0nxK2mqKhIiY2NVYqKiuq6KzUyb948pWnTpoqdnZ3Ss2dPJTo6usryP/74o9KmTRvFzs5Oad++vbJhwwaL9/Fm/xkLcSMZ+/1t8kjO6dOnCQgIoHnz5owdO5akpCQAYmJi0Gg0hIeHG8qGhIQQFBREVFQUAFFRUXTo0AFfX19DmYiICHJzczl+/LihzNV1lJcpr6O0tJSYmJgKZdRqNeHh4YYyQghRztSR37179zJmzBgmTZrE4cOHGTFiBCNGjODYsWM3uOdC3Nxe+/U4H205RUZeSZ31waQgp1evXixdupRNmzaxYMECEhISuO2228jLyyM1NRVbW1vc3d0rXOPr60tqaioAqampFQKc8vPl56oqk5ubS1FREZmZmWi12krLlNdxPSUlJeTm5lZ4CCFMpygKhaVldfJQFMWkvn744Yc88cQTTJw4kdDQUBYuXIijoyOLFy+utPwnn3zCnXfeyQsvvEDbtm1544036Nq1K/PmzTPHj06IW0KxRsu3+87xydbTaHWm/Zs1J5Py5AwdOtTwumPHjvTq1YumTZvy448/4uDgYPbOmducOXN4/fXX67obQtz0ijRaQmdtrr6gBcTOjsDR1rhfXeUjvzNnzjQcq27kNyoqimnTplU4FhERwZo1a2rcZyFuNafT8tHqFDwcbfB1tauzftRqCbm7uzutW7fmzJkz+Pn5UVpaSnZ2doUyaWlp+Pn5AeDn53fNaqvy99WVcXV1xcHBAW9vb6ysrCotU17H9cycOZOcnBzD4/z58yZ/ZiHEzaMmI7/XG02ubqRYCPGPEyn6OyVt/V3rNAdUrTIe5+fnc/bsWcaNG0e3bt2wsbFh69atjBw5EoC4uDiSkpIICwsDICwsjLfeeov09HR8fHwA2LJlC66uroSGhhrK/PbbbxXa2bJli6EOW1tbunXrxtatWxkxYgSgTzm/detWJk+eXGV/7ezssLOru4hSiIbCwcaK2NkRdda2EKJ+i70S5IT6u9ZpP0wKcv773/8yfPhwmjZtSnJyMq+++ipWVlaMGTMGNzc3Jk2axLRp0/D09MTV1ZVnn32WsLAwevfuDcCQIUMIDQ1l3LhxzJ07l9TUVF5++WUiIyMNwcfTTz/NvHnzmD59Oo899hjbtm3jxx9/ZMOGDYZ+TJs2jQkTJtC9e3d69uzJxx9/TEFBARMnTjTjj0YIcT0qlcroW0Z1qSYjv9cbTa5upFgI8Y/Yq0Zy6pJJt6suXLjAmDFjaNOmDaNGjcLLy4t9+/bRqFEjAD766CPuvvtuRo4cSf/+/fHz8+OXX34xXG9lZcX69euxsrIiLCyMRx55hPHjxzN79mxDmeDgYDZs2MCWLVvo1KkTH3zwAV9//TUREf/81Th69Gjef/99Zs2aRefOnTly5AibNm26ZohZCHFru3rkt1z5yG/56PC/hYWFVSgPFUeThRBVUxTFcLsqNKBugxyVYupShQYkNzcXNzc3cnJycHWt2/8QQtRnxcXFJCQkEBwcjL29fV13xyQrV65kwoQJfPHFF4aR3x9//JGTJ0/i6+vL+PHjady4MXPmzAH0S8gHDBjAO++8w7Bhw1ixYgVvv/02hw4don379hbr5838MxbiauezCrlt7nZsrFQcf/1ObK3Nv4OUsd/f9X+8WQghamH06NFkZGQwa9YsUlNT6dy5c4WR36SkpAobj/bp04fly5fz8ssv89JLL9GqVSvWrFlj0QBHiIak/FZVSx8XiwQ4ppAgRwjR4E2ePPm6CxN27NhxzbEHH3yQBx980MK9EqJhOlFPJh2D7EIuhBBCCDOKTS6fdOxSxz2RIEcIIYQQZnQiVUZyhBBCCNHA5JeUcT6rCIAQCXKEEEII0VCcTssDwNvZDk8n2zrujQQ5QgghhDCT02n5ALTxc67jnuhJkCOEEEIIszh1ZSSnlU/dTzoGCXKEEEIIYSan0vUjOa19JcgRQgghRANSPienta/crhJCCCFEA5FbrCElpxiAVjKSI4QQlnfx4kUeeeQRvLy8cHBwoEOHDhw8ePC65R999FFUKtU1j3bt2t3AXgtx8ykfxfFztcfNwaaOe6MnQY4QosG6fPkyffv2xcbGho0bNxIbG8sHH3yAh4fHda/55JNPSElJMTzOnz+Pp6enbPMgRDVOXVlZ1aqe3KoC2btKCNGAvfvuuwQGBrJkyRLDseDg4CqvcXNzw83NzfB+zZo1XL58mYkTJ1qsn0I0BKcM83Hqx60qkCBHCFETigKawrpp28YRVCqjiv76669ERETw4IMPsnPnTho3bsx//vMfnnjiCaObW7RoEeHh4TRt2rSmPRbillCeI6e+TDoGCXKEEDWhKYS3A+qm7ZeSwdbJqKLx8fEsWLCAadOm8dJLL3HgwAGee+45bG1tmTBhQrXXJycns3HjRpYvX17bXgvR4MlIjhBC3EA6nY7u3bvz9ttvA9ClSxeOHTvGwoULjQpyli1bhru7OyNGjLBwT4W4uWXml5CeV4JKVX9WVoEEOUKImrBx1I+o1FXbRvL39yc0NLTCsbZt2/Lzzz9Xe62iKCxevJhx48Zha1v3e/AIUZ+dSNHvPN7Mywlnu/oTWtSfngghbh4qldG3jOpS3759iYuLq3Ds1KlTRs2v2blzJ2fOnGHSpEmW6p4QDUZssj7ICa0HO49fTZaQCyEarKlTp7Jv3z7efvttzpw5w/Lly/nyyy+JjIw0lJk5cybjx4+/5tpFixbRq1cv2rdvfyO7LMRNKfbKSE5ogAQ5QghxQ/To0YPVq1fzww8/0L59e9544w0+/vhjxo4dayiTkpJCUlJShetycnL4+eefZRRHCCMZRnLqWZAjt6uEEA3a3Xffzd13333d80uXLr3mmJubG4WFdbREXoibTLFGy9kM/fLxdnK7SgghhBANRVxqHjoFvJ1taeRiV9fdqUCCHCGEEELU2PErt6ra+ruiMjJR540iQY4QQgghaiw2JQeof/NxQIIcIYQQQtRCfV0+DhLkCCGEEKKGFEUhLlW/nUNbCXKEEEII0VCk55VQUKpFrdJnO65vJMgRQgghRI3EZxQAEOjpiK11/Qsp6l+PhBBCCHFTiM/U58dp7l3/RnFAghwhhBBC1FDClZGcYG/nOu5J5STIEUIIIUSNJGReCXIayUiOEELccLt27WL48OEEBASgUqlYs2ZNhfOvvfYaISEhODk54eHhQXh4ONHR0VXWuWDBAjp27Iirqyuurq6EhYWxceNGC34KIeqn+CtBTgu5XSWEEDdeQUEBnTp1Yv78+ZWeb926NfPmzePo0aPs3r2bZs2aMWTIEDIyMq5bZ5MmTXjnnXeIiYnh4MGDDBo0iHvvvZfjx49b6mMIUe9otDqSsvR7vNXXkRzZoFMI0aANHTqUoUOHXvf8ww8/XOH9hx9+yKJFi/j7778ZPHhwpdcMHz68wvu33nqLBQsWsG/fPtq1a1f7TgtxEzifVYhWp+BgY4Wvi31dd6dSEuQIIUymKApFZUV10raDtYPF9scpLS3lyy+/xM3NjU6dOhl1jVarZdWqVRQUFBAWFmaRfglRH8UbJh07oVbXrz2rykmQI4QwWVFZEb2W96qTtqMfjsbRxtGsda5fv56HHnqIwsJC/P392bJlC97e3lVec/ToUcLCwiguLsbZ2ZnVq1cTGhpq1n4JUZ/V90nHIHNyhBCC22+/nSNHjrB3717uvPNORo0aRXp6epXXtGnThiNHjhAdHc0zzzzDhAkTiI2NvUE9FqLulU86rq85ckBGcoQQNeBg7UD0w1WvQLJk2+bm5OREy5YtadmyJb1796ZVq1YsWrSImTNnXvcaW1tbWrZsCUC3bt04cOAAn3zyCV988YXZ+ydEfRSfcSURYD0eyZEgRwhhMpVKZfZbRvWJTqejpKTE4tcIcbNSFIUz6fogp74mAgQJcoQQDVx+fj5nzpwxvE9ISODIkSN4enri5eXFW2+9xT333IO/vz+ZmZnMnz+fixcv8uCDDxquGTx4MPfddx+TJ08GYObMmQwdOpSgoCDy8vJYvnw5O3bsYPPmzTf88wlRF+IzC7hUUIqttZoQP5e67s51SZAjhGjQDh48yO233254P23aNAAmTJjAwoULOXnyJMuWLSMzMxMvLy969OjBn3/+WWEp+NmzZ8nMzDS8T09PZ/z48aSkpODm5kbHjh3ZvHkzd9xxx437YELUof0JWQB0CXTH3saqjntzfRLkCCEatIEDB6IoynXP//LLL9XWkZiYWOH9okWLatstIW5q5UFOr2DPOu5J1WR1lRBCCCFMUh7k9Az2quOeVE2CHCGEEEIY7XxWIRezi7BWq+ja1L2uu1MlCXKEEEIIYbTyUZwOTdxwtK3fs14kyBFCCCGE0f65VVW/5+OABDlCCCGEMJKiKETFXwLq/6RjkCBHCCGEEEY6m5FPUlYhtlbqej/pGCTIEUIIIYSR/jih39OtdwsvnO3q93wckCBHCCGEEEbaeiINgPC2PnXcE+NIkCOEEEKIamUVlBJz7jIAg0IkyBFCCCFEA7H9ZDo6BUL8XGjicXNs0CtBjhCiwZozZw49evTAxcUFHx8fRowYQVxc3DXloqKiGDRoEE5OTri6utK/f3+KioquW2+zZs1QqVTXPCIjIy35cYSoU1tP6m9V3RHqW8c9MZ4EOUKIBmvnzp1ERkayb98+tmzZgkajYciQIRQUFBjKREVFceeddzJkyBD279/PgQMHmDx5Mmr19X89HjhwgJSUFMNjy5YtABV2LheiISkq1bIjLgOAwW1vniCn/k+NFkKIGtq0aVOF90uXLsXHx4eYmBj69+8PwNSpU3nuued48cUXDeXatGlTZb2NGjWq8P6dd96hRYsWDBgwwEw9F6J+2RGXTmGplsbuDnRq4lbX3TGaBDlCCJMpioJSxe0cS1I5OKBSqWp0bU5ODgCenvokZunp6URHRzN27Fj69OnD2bNnCQkJ4a233qJfv35G1VlaWsp3333HtGnTatwvIeq79UdTABjW0f+m+v+8VkHOO++8w8yZM3n++ef5+OOPASguLub//u//WLFiBSUlJURERPD555/j6/vP8FZSUhLPPPMM27dvx9nZmQkTJjBnzhysrf/pzo4dO5g2bRrHjx8nMDCQl19+mUcffbRC+/Pnz+e9994jNTWVTp068dlnn9GzZ8/afCQhhBGUoiLiunark7bbHIpB5Wj6pEedTseUKVPo27cv7du3ByA+Ph6A1157jffff5/OnTvzzTffMHjwYI4dO0arVq2qrXfNmjVkZ2df8/tJiIaiqFTLtiv5cYZ18K/j3pimxnNyDhw4wBdffEHHjh0rHJ86dSrr1q1j1apV7Ny5k+TkZO6//37Dea1Wy7BhwygtLWXv3r0sW7aMpUuXMmvWLEOZhIQEhg0bxu23386RI0eYMmUKjz/+OJs3bzaUWblyJdOmTePVV1/l0KFDdOrUiYiICNLT02v6kYQQDVhkZCTHjh1jxYoVhmM6nQ6Ap556iokTJ9KlSxc++ugj2rRpw+LFi42qd9GiRQwdOpSAgACL9FuIurY9Lp0ijZYmHg50vIluVQGg1EBeXp7SqlUrZcuWLcqAAQOU559/XlEURcnOzlZsbGyUVatWGcqeOHFCAZSoqChFURTlt99+U9RqtZKammoos2DBAsXV1VUpKSlRFEVRpk+frrRr165Cm6NHj1YiIiIM73v27KlERkYa3mu1WiUgIECZM2eO0Z8jJydHAZScnBzjP7wQt6CioiIlNjZWKSoqUhRFUXQ6naItKKiTh06nM7n/kZGRSpMmTZT4+PgKx+Pj4xVA+fbbbyscHzVqlPLwww9XW29iYqKiVquVNWvWmNynf/v3z1iI+uI/38UoTWesV97+Lbauu2Jg7Pd3jUZyIiMjGTZsGOHh4RWOx8TEoNFoKhwPCQkhKCiIqKgoQL+SoUOHDhVuX0VERJCbm8vx48cNZf5dd0REhKGO0tJSYmJiKpRRq9WEh4cbygghLEelUqF2dKyThynzARRFYfLkyaxevZpt27YRHBxc4XyzZs0ICAi4Zln5qVOnaNq0abX1L1myBB8fH4YNG2Z0n4S4mSiKwp6zmQBEtPOr496YzuQ5OStWrODQoUMcOHDgmnOpqanY2tri7u5e4bivry+pqamGMlcHOOXny89VVSY3N5eioiIuX76MVquttMzJkyev2/eSkhJKSkoM73Nzc6v5tEKIm1lkZCTLly9n7dq1uLi4GH7HuLm54XBlAvMLL7zAq6++SqdOnejcuTPLli3j5MmT/PTTT4Z6Bg8ezH333cfkyZMNx3Q6HUuWLGHChAkV5hMK0ZAkXioku1CDrbWa9gE32a0qTAxyzp8/z/PPP8+WLVuwt7e3VJ8sZs6cObz++ut13Q0hxA2yYMECAAYOHFjh+JIlSwwThadMmUJxcTFTp04lKyuLTp06sWXLFlq0aGEof/bsWTIzMyvU8ccff5CUlMRjjz1m0c8gRF06cl6/jUO7AFdsrW++1HomBTkxMTGkp6fTtWtXwzGtVsuuXbuYN28emzdvprS0lOzs7AqjOWlpafj56Ye5/Pz82L9/f4V609LSDOfKn8uPXV3G1dUVBwcHrKyssLKyqrRMeR2VmTlzJtOmTTO8z83NJTAw0ISfgBDiZqIoilHlXnzxxQp5cv4tMTHxmmNDhgwxun4hblZHkrIB6BzoXqf9qCmTwrLBgwdz9OhRjhw5Ynh0796dsWPHGl7b2NiwdetWwzVxcXEkJSURFhYGQFhYGEePHq2wCmrLli24uroSGhpqKHN1HeVlyuuwtbWlW7duFcrodDq2bt1qKFMZOzs7XF1dKzyEEEIIUbkj57OBmzfIMWkkx8XFxZBfopyTkxNeXl6G45MmTWLatGl4enri6urKs88+S1hYGL179wb0f/2EhoYybtw45s6dS2pqKi+//DKRkZHY2dkB8PTTTzNv3jymT5/OY489xrZt2/jxxx/ZsGGDod1p06YxYcIEunfvTs+ePfn4448pKChg4sSJtfqBCCGEEAKKNVpiU/RzV7sEetRxb2rG7LPlPvroI9RqNSNHjqyQDLCclZUV69ev55lnniEsLAwnJycmTJjA7NmzDWWCg4PZsGEDU6dO5ZNPPqFJkyZ8/fXXREREGMqMHj2ajIwMZs2aRWpqKp07d2bTpk3XTEYWQgghhOliU3LRaBU8nWwJ9HSo6+7UiEq5hW8q5+bm4ubmRk5Ojty6EqIKxcXFJCQkEBwcfFMuOrgZyM9Y1DeLdycwe30sg0J8WPxoj7ruTgXGfn/ffFOlhRBCCGFxN/t8HJAgRwghhBD/crmglO0n9QuEujW9OefjgAQ5QgghhPiXhTvPkldSRlt/V8Kae9V1d2pMghwhhBBCGKTmFLN0byIA0yPaoFYbv5VKfSNBjhBCCCEM5m0/TUmZjh7NPBjYplHNK8pNgTpe2yRBjhBCCCEA0OoU1v+dAsDzg1ubtCFuBYoCXw+G91pC2nEz9tA0EuQIIW4Z77zzDiqViilTphiOFRcXExkZiZeXF87OzowcOfKaLWP+TVEUZs2ahb+/Pw4ODoSHh3P69GkL914Iyzt6MYfsQg0u9tb0bu5Z84qy4iH3IhTngEew+TpoIglyhBC3hAMHDvDFF1/QsWPHCsenTp3KunXrWLVqFTt37iQ5OZn777+/yrrmzp3Lp59+ysKFC4mOjsbJyYmIiAiKi4st+RGEsLhdpzIA6NvCG2urWoQIibv1z016gK2jGXpWMxLkCCEavPz8fMaOHctXX32Fh8c/y2FzcnJYtGgRH374IYMGDaJbt24sWbKEvXv3sm/fvkrrUhSFjz/+mJdffpl7772Xjh078s0335CcnMyaNWtu0CcSwjLKg5z+rWsxFwcg8U/9c7N+texR7UiQI4QwmaIoaEq0dfKoSZL2yMhIhg0bRnh4eIXjMTExaDSaCsdDQkIICgoiKiqq0roSEhJITU2tcI2bmxu9evW67jVC3AxyizUcvpIAsH9r75pXpCiQcCXICb6t9h2rBbPvXSWEaPjKSnV8+fzOOmn7yU8GYGNnZXT5FStWcOjQIQ4cOHDNudTUVGxtbXF3d69w3NfXl9TU1ErrKz/+733yqrpGiJvB3jOZaHUKzRs50cSjFreYLp2F/FSwsoMmPc3XwRqQIEcI0WCdP3+e559/ni1btsh+UEJUY9uVDMf9W9X2VtUu/XOTHmBTt//uJMgRQpjM2lbNk58MqLO2jRUTE0N6ejpdu3Y1HNNqtezatYt58+axefNmSktLyc7OrjCak5aWhp+fX6V1lh9PS0vD39+/wjWdO3c27cMIUU9sPJrCqpgLAIS39a2mdDXKJx3X8a0qkCBHCFEDKpXKpFtGdWXw4MEcPXq0wrGJEycSEhLCjBkzCAwMxMbGhq1btzJy5EgA4uLiSEpKIiwsrNI6g4OD8fPzY+vWrYagJjc3l+joaJ555hmLfh4hLOFw0mWmrDyCosC43k3p27IW2zgoyj9BTh1POgYJcoQQDZiLiwvt27evcMzJyQkvLy/D8UmTJjFt2jQ8PT1xdXXl2WefJSwsjN69exuuCQkJYc6cOdx3332GPDtvvvkmrVq1Ijg4mFdeeYWAgABGjBhxIz+eEGbx5oYTlJTpGBziw6vDQ2ueABAg5zzkp4HaGhp3M18na0iCHCHELe2jjz5CrVYzcuRISkpKiIiI4PPPP69QJi4ujpycHMP76dOnU1BQwJNPPkl2djb9+vVj06ZNMu9H3HSyCko5lHQZgDfva1+73DgAFw/pn33bgY1DLXtXexLkCCFuKTt27Kjw3t7envnz5zN//vzrXvPvZesqlYrZs2cze/ZsS3RRiBvmz9MZKAqE+Lng72aGoORijP45oGvV5W4QyZMjhBBC3KK2X1lRdXuIj3kqTD6sf24sQY4QQggh6ohWp7DrdCYAA2ub4RhAp4XkI/rX9WA+DkiQI4QQQtyS/r6QTVZBKS721nRt6lH9BdXJPA2leWDjCN5tal+fGUiQI4QQQtyCypP/3dbKG5vaTjgGSL4y6di/E1jVjym/EuQIIYQQt5gf9ifx+Y6zAAwOqWXyv3LlK6vqya0qkNVVQgghxC1l8e4EZq+PBeC+Lo25t3OAeSouH8kJ6GKe+sxAghwhhBDiFlFSpmXe9jMATL69Jf83pHXtkv+V0xRD6pXs4vVkZRXI7SohhBDilvH78TSyCkrxdbVjSngr8wQ4ACl/gbYUnBqBR7B56jQDCXKEEEKIW8QP+5MAGN09sPbZja92fp/+ObAXmCtwMgMJcoQQQohbQEJmAXvPXkKlglE9As1b+fn9+ufAXuatt5YkyBFCNGgXL17kkUcewcvLCwcHBzp06MDBgwcN5xVFYdasWfj7++Pg4EB4eDinT5+utt758+fTrFkz7O3t6dWrF/v377fkxxCi1pbtTQT0if+aeDiar2JFgfPR+tcS5AghxI1x+fJl+vbti42NDRs3biQ2NpYPPvgAD49/Ep/NnTuXTz/9lIULFxIdHY2TkxMREREUFxdft96VK1cybdo0Xn31VQ4dOkSnTp2IiIggPT39RnwsIUz21/lsvolKBODRvmaeM3M5AQoywMpWnyOnHpEgRwjRYL377rsEBgayZMkSevbsSXBwMEOGDKFFixaAfhTn448/5uWXX+bee++lY8eOfPPNNyQnJ7NmzZrr1vvhhx/yxBNPMHHiREJDQ1m4cCGOjo4sXrz4Bn0yIYxXrNHyf6v+QqfAPZ0CGGCOLRyulnRlFMe/M9jYm7fuWpIgRwhhMkVR0BQX18nj3zuCV+XXX3+le/fuPPjgg/j4+NClSxe++uorw/mEhARSU1MJDw83HHNzc6NXr15ERUVVWmdpaSkxMTEVrlGr1YSHh1/3GiHq0vztZziTno+3sx2v39PO/A2U36oKql+3qkDy5AghaqCspIRPJzxQJ20/t+wnbOyN+2sxPj6eBQsWMG3aNF566SUOHDjAc889h62tLRMmTCA1NRUAX9+KGV99fX0N5/4tMzMTrVZb6TUnT56swScSwnLSc4v56s94AN64tx0eTrbmb6SeTjoGCXKEEA2YTqeje/fuvP322wB06dKFY8eOsXDhQiZMmFDHvRPC8j7bdoZijY6uQe7c2d7P/A0UZkG6PnuyBDlCiAbB2s6O55b9VGdtG8vf35/Q0NAKx9q2bcvPP/8MgJ+f/pd+Wloa/v7+hjJpaWl07ty50jq9vb2xsrIiLS2twvG0tDRDfULUB+cuFRjy4ky/M8R8if8qNLIXUPS7jjv7mL/+WpI5OUIIk6lUKmzs7evkYcov6r59+xIXF1fh2KlTp2jatCkAwcHB+Pn5sXXrVsP53NxcoqOjCQsLq7ROW1tbunXrVuEanU7H1q1br3uNEDeaTqfw6q/HKdMp9G/diN7NvSzTUOJu/XOzfpapv5YkyBFCNFhTp05l3759vP3225w5c4bly5fz5ZdfEhkZCeiDtSlTpvDmm2/y66+/cvToUcaPH09AQAAjRoww1DN48GDmzZtneD9t2jS++uorli1bxokTJ3jmmWcoKChg4sSJN/ojClGpBTvPsiMuAztrNf+7q63lGqrnQY7crhJCNFg9evRg9erVzJw5k9mzZxMcHMzHH3/M2LFjDWWmT59OQUEBTz75JNnZ2fTr149NmzZhf9Xk5rNnz5KZmWl4P3r0aDIyMpg1axapqal07tyZTZs2XTMZWYi6sC/+Eh/8rh/BfOPe9rTxc7FMQ4VZkHZM/7qeBjkqxZT1mA1Mbm4ubm5u5OTk4OrqWtfdEaLeKi4uJiEhgeDg4Apf/sJ85GcszOX+z/dwKCmbB7o14f0HLZic7+QGWPGwfj7O5Bub8dvY72+5XSWEEEI0EMcu5nAoKRtrtYrpEW0s25jhVlVfy7ZTCxLkCCGEEA3Et1HnALizvR8+rhYeEUz4U/9cT29VgQQ5QgghRIOQU6hh7V8XAZjQp5llG8tLhbSj+tfNbrNsW7UgQY4QQgjRAKyKOU+xRkeInwvdm3pUf0FtnPlD/xzQtV7mxyknQY4QQgjRAPwUcwGAsb2bWibx39VO/65/bjXEsu3UkgQ5QgghxE0uNjmXk6l52FqpuadjgGUb02rg7Hb9awlyhBBCCGFJvxzSj+IMbuuDm6ONZRtL2gclueDoDQFdLNtWLUmQI4QQQtzEyrQ61v6VDMB9XRpbvkHDrao7QF2/w4j63TshhBBCVGnP2Utk5JXg4WjDwDYWngSsKBC3Uf+61R2WbcsMJMgRQgghbmI/HjgPwPBOAdhaW/hrPXE3XDoNNk7QMtyybZmBBDlCiAZLq9XyyiuvEBwcjIODAy1atOCNN97g6t1sVCpVpY/33nuvyrrnz59Ps2bNsLe3p1evXuzff2PT2gsBkJ5bzObjqQA81CPI8g0e+Er/3HEU2LtZvr1akiBHCNFgvfvuuyxYsIB58+Zx4sQJ3n33XebOnctnn31mKJOSklLhsXjxYlQqFSNHjrxuvStXrmTatGm8+uqrHDp0iE6dOhEREUF6evqN+FhCGKw8cJ4ynUK3ph6EBlh4D8bcFDixXv+6x+OWbctMJMgRQjRYe/fu5d5772XYsGE0a9aMBx54gCFDhlQYdfHz86vwWLt2LbfffjvNmze/br0ffvghTzzxBBMnTiQ0NJSFCxfi6OjI4sWLb8THEgLQTzj+YX8SAI/0vgGjODFLQdFCUBj4tbd8e2YgQY4QwmSKoqAr1dbJ4+pbTdXp06cPW7du5dSpUwD89ddf7N69m6FDh1ZaPi0tjQ0bNjBp0qTr1llaWkpMTAzh4f/MR1Cr1YSHhxMVFWV034SorW0n00nOKcbTyZah7f0t25hOB4e/1b++SUZxAKzrugNCiJuPotGRPGtvnbQdMLsPKlsro8q++OKL5ObmEhISgpWVFVqtlrfeeouxY8dWWn7ZsmW4uLhw//33X7fOzMxMtFotvr6+FY77+vpy8uRJ4z+IELW09oh+2fgD3Zpgb2Pcv4kaO78Pci+CnSuE3G3UJb+c/oXGzo3p5tsNa3XdhBsS5AghGqwff/yR77//nuXLl9OuXTuOHDnClClTCAgIYMKECdeUX7x4MWPHjsXe3sK7NwtRS8UaLdvj9HPAhls6wzHAsV/0zyF3g031/z6Ky4p5Z/87FJUVsfyu5XRo1MHCHaycBDlCCJOpbNQEzO5TZ20b64UXXuDFF1/koYceAqBDhw6cO3eOOXPmXBPk/Pnnn8TFxbFy5coq6/T29sbKyoq0tLQKx9PS0vDz8zO6b0LUxp+nMyks1dLY3YH2jS084VhbBrFr9K/bX39C/tX2XNxDUVkR/k7+tPeuu/k7MidHCGEylUqF2taqTh6mbDxYWFiI+l8ZWa2srNDpdNeUXbRoEd26daNTp05V1mlra0u3bt3YunWr4ZhOp2Pr1q2EhYUZ3TchamPTMf2y8Yh2fpbfjDPxTyjIAAdPaD7AqEs2n9sMwB1N77B8/6ogQY4QosEaPnw4b731Fhs2bCAxMZHVq1fz4Ycfct9991Uol5uby6pVq3j88conVA4ePJh58+YZ3k+bNo2vvvqKZcuWceLECZ555hkKCgqYOHGiRT+PEAAarY4/TuhHEiPa+VZT2gyO/aR/Dr0XrKrfF6u4rJid53cCMKRZ3W7gaVKQs2DBAjp27Iirqyuurq6EhYWxceNGw/ni4mIiIyPx8vLC2dmZkSNHXjOkm5SUxLBhw3B0dMTHx4cXXniBsrKyCmV27NhB165dsbOzo2XLlixduvSavkgiLiFEdT777DMeeOAB/vOf/9C2bVv++9//8tRTT/HGG29UKLdixQoURWHMmDGV1nP27FkyMzMN70ePHs3777/PrFmz6Ny5M0eOHGHTpk3XTEYWwhKi47PIKdLg5WRL92aelm0sOwn+XqV/3eEBoy7Zk7yHwrJC/Jz86Ojd0YKdM4Jigl9//VXZsGGDcurUKSUuLk556aWXFBsbG+XYsWOKoijK008/rQQGBipbt25VDh48qPTu3Vvp06eP4fqysjKlffv2Snh4uHL48GHlt99+U7y9vZWZM2caysTHxyuOjo7KtGnTlNjYWOWzzz5TrKyslE2bNhnKrFixQrG1tVUWL16sHD9+XHniiScUd3d3JS0tzZSPo+Tk5CiAkpOTY9J1QtxqioqKlNjYWKWoqKiuu9Jgyc9YGOvl1UeVpjPWKzN++svyjf00SVFedVWUJcMURacz6pLpO6cr7Ze2V97d/67FumXs97dJQU5lPDw8lK+//lrJzs5WbGxslFWrVhnOnThxQgGUqKgoRVEU5bffflPUarWSmppqKLNgwQLF1dVVKSkpURRFUaZPn660a9euQhujR49WIiIiDO979uypREZGGt5rtVolICBAmTNnjkl9lyBHCOPIF7Dlyc9YGEOn0ym93/5DaTpjvbLthGl/2Jvs/AF9gPOqm6JcPGzUJRqtRun9fW+l/dL2yuE0466pCWO/v2s8J0er1bJixQoKCgoICwsjJiYGjUZTIUFWSEgIQUFBhgRZUVFRdOjQocKQbkREBLm5uRw/ftxQ5uo6ysuU11GbRFwlJSXk5uZWeAghhBA3i2MXc0nJKcbR1oqwFl6WbWzbm/rnzg9DQGejLonLiiNfk4+LrQsdvOtm2fjVTA5yjh49irOzM3Z2djz99NOsXr2a0NBQUlNTsbW1xd3dvUJ5X19fUlP1s8BTU1MrTaBVfq6qMrm5uRQVFVWZiKu8juuZM2cObm5uhkdgYKCpH18IIYSoM1uuTDju36qRZRMAFudAwi7969v+z+jLDqYdBKCLTxes1BZOUGgEk4OcNm3acOTIEaKjo3nmmWeYMGECsbGxluib2c2cOZOcnBzD4/z583XdJSGEEMJoW2L1Qc4doRae5J6wS79PlVdL8Gph9GWH0g4B0M23m6V6ZhKTkwHa2trSsmVLALp168aBAwf45JNPGD16NKWlpWRnZ1cYzbk6QZafn981q6DKV19dXaayJFuurq44ODhgZWVV40RcdnZ22NnZmfqRhRBCiDp3PquQEym5qFVwe4iPZRs784f+uWV41eWuolN0HEqvX0FOrfPk6HQ6SkpK6NatGzY2NhUSZMXFxZGUlGRIkBUWFsbRo0dJT083lNmyZQuurq6EhoYaylxdR3mZ8jokEZcQQohb0dYrt6q6N/PE08nWcg0pCpy58h1rQpATnx1Pdkk29lb2hHqGWqhzpjFpJGfmzJkMHTqUoKAg8vLyWL58OTt27GDz5s24ubkxadIkpk2bhqenJ66urjz77LOEhYXRu3dvAIYMGUJoaCjjxo1j7ty5pKam8vLLLxMZGWkYYXn66aeZN28e06dP57HHHmPbtm38+OOPbNiwwdCPadOmMWHCBLp3707Pnj35+OOPJRGXEEKIBq18Ps4QS9+qyjwFOefByg6a9jX6spi0GAA6NeqEjRFJA28Ek4Kc9PR0xo8fT0pKCm5ubnTs2JHNmzdzxx13APDRRx+hVqsZOXIkJSUlRERE8Pnnnxuut7KyYv369TzzzDOEhYXh5OTEhAkTmD17tqFMcHAwGzZsYOrUqXzyySc0adKEr7/+moiICEOZ0aNHk5GRwaxZs0hNTaVz586SiEsIIUSDlVOkITo+C4Dwthb+riu/VdW0D9g6Gn1ZTLo+yKkvt6oAVIqiKHXdibqSm5uLm5sbOTk5uLpaeIMzIW5ixcXFJCQkEBwcLDt0W4j8jEVV1h65yPMrjtDKx5kt04zbP6rGltwF5/bAkLegz2SjLlEUhfCfwkkvTGfRkEX09O9p0S4a+/0te1cJIYQQ9dwNW1V1Zqs+wFHbQNvhRl92If8C6YXpWKut6dCo7vPjlJMgRwjRoO3atYvhw4cTEBCASqVizZo1hnMajYYZM2bQoUMHnJycCAgIYPz48SQnJ1eoIysri7Fjx+Lq6oq7uzuTJk0iPz+/ynaN2ctPCGOUlunYGZcBQLglgxydFrbM0r/u8Th4NDX60vKl4+282uFg7WCJ3tWIBDlCiAatoKCATp06MX/+/GvOFRYWcujQIV555RUOHTrEL7/8QlxcHPfcc0+FcmPHjuX48eNs2bKF9evXs2vXLp588skq2506dSrr1q1j1apV7Ny5k+TkZO6//36zfjZxa4hOuEReSRmNXOzo3MTdcg39tQLSjoGdGwyYbtKl5ZOO69N8HKhBnhwhhLiZDB06lKFDh1Z6zs3NjS1btlQ4Nm/ePHr27ElSUhJBQUGcOHGCTZs2ceDAAbp37w7odze/6667eP/99wkICLim3pycHBYtWsTy5csZNGgQAEuWLKFt27bs27fPsOJUCGOsPaIfWQxv64tarbJMI6WF/2zjcNs0cDRtd3MJcoQQDYaiKGg0mjpp28bGBpXKQr/o0QcoKpXKkNQ0KioKd3d3Q4ADEB4ejlqtJjo6mvvuu++aOqrby0+CHGGsnCIN6//WBzkPdm9iuYb2fQ55yeAWCL2eNunSjMIMkvKSUKGis09ny/SvhiTIEUKYTKPR8Pbbb9dJ2y+99BK2tpZJhFZcXMyMGTMYM2aMYcVGamoqPj4Vs8taW1vj6el53f3yjNnLTwhjrDl8kWKNjhA/F7oEulumkfwM2P2x/vWgV8DGtNV95UvH23i2wdW2fq1Uljk5QgiBPnAbNWoUiqKwYMGCuu6OECiKwg/7kwAY0zPIciOYO96G0jzw7wQdHjT58pjU+nmrCmQkRwhRAzY2Nrz00kt11ra5lQc4586dY9u2bRXybvj5+VXYigagrKyMrKys6+6X5+fnV+1efkJU5/D5bE6m5mFnrWZEl8aWaSR+JxxcrH895C1Qmz72Ub7zeFefrubsmVlIkCOEMJlKpbLYLaMbrTzAOX36NNu3b8fLy6vC+bCwMLKzs4mJiaFbN/1fqtu2bUOn09GrV69K67x6L7+RI0cC1+7lJ0R1fj+uTzkwtL0fbg4W2CahOBfWXkn2120iBN9mchVns89yJvsMVioruvt1r/6CG0yCHCFEg5afn8+ZM2cM7xMSEjhy5Aienp74+/vzwAMPcOjQIdavX49WqzXMmfH09MTW1pa2bdty55138sQTT7Bw4UI0Gg2TJ0/moYceMqysunjxIoMHD+abb76hZ8+eRu3lJ0R1DiVdBiCshVc1JWtAp4V1z0FOErgHwZA3alTNmjNrALityW142pu2IutGkCBHCNGgHTx4kNtvv93wftq0aQBMmDCB1157jV9//RWAzp07V7hu+/btDBw4EIDvv/+eyZMnM3jwYMP+fJ9++qmhrEajIS4ujsLCQsOx6vbyE6IqZVodf1/IBqBrkId5K9dpYfXTcHw1qK1hxAKwczG5Go1Ow69n9f9+7mt57SrD+kCCHCFEgzZw4ECq2qLPmO37PD09Wb58+XXPN2vW7Jp67O3tmT9/fqVJCIWozsnUPIo1OlztrWnRyNm8lf/+Mhz9UR/gPLAYmvWrUTW7L+wmqzgLT3tPbmti+q2uG0FWVwkhhBD1TPmtqs5BHuZNAJh8BKIX6l+P/BpC761xVavPrAZgePPh2KgtMGfIDCTIEUIIIeqZQ+f0QU7XIHfzVarTwW//BUUH7R+AdjW/xZRXmsefF/8E4N6WNQ+ULE2CHCGEEKKeOZSUDZh5Ps7hb+HCAbB1hiFv1qqqXRd2UaYro7lbc1p5tDJTB81PghwhhBCiHsnMLyEpqxCVCjqbayQn+QhsnKF/PWAGuPrXqrqtSVsBGBw0uJYdsywJcoQQQoh6pPxWVSsfZ1ztzTDXJT8dVjwMZUXQagiERdaquqKyInZf3A1AeNPwakrXLQlyhBBCiHpke1wGAD2amSHvTPZ5WHo35F4E79b6ycZqq1pVuTd5L0VlRQQ4BdDWs23t+2hBsoRcCCGEqCfKtDo2HUsBYGj72t1SIiMOvhmh313cJQDGrAB7t1r3ceu5K7eqmg623H5aZiJBjhBCCFFPRMVf4nKhBk8nW3o3r8VITkke/DBGH+B4t4Fxv4Bbk1r3L780n23ntwEQHlS/b1WBBDlCCCFEvbHhb/0ozp3t/bC2qsWMkg3/hayz4NoEJm4EJ/NsDbH27FoKNAU0d2tOF58uZqnTkmROjhBCCFEPaLQ6Nh3X7512d4da3Kr6+0f4ewWorPRzcMwU4OgUHStOrgBgTMiYen+rCiTIEUI0YHPmzKFHjx64uLjg4+PDiBEjiIuLu6ZcVFQUgwYNwsnJCVdXV/r3709RUREAO3bsQKVSVfo4cODAddsuLi4mMjISLy8vnJ2dGTlyJGlpaRb7rOLmt/fsJbILNXg729IzuIa3qjRFsOVV/esBM6Cp+Xa935u8l8TcRJxtnLmnxT1mq9eSJMgRQjRYO3fuJDIykn379rFlyxY0Gg1DhgyhoKDAUCYqKoo777yTIUOGsH//fg4cOMDkyZNRq/W/Hvv06UNKSkqFx+OPP05wcDDdu3e/bttTp05l3bp1rFq1ip07d5KcnMz9999v8c8sbl57z2QCMDjEt+a3qg4s0s/DcW0CfZ83Y+/g+xPfAzCi5QgcbRzNWrelyJwcIUSDtWnTpgrvly5dio+PDzExMfTv3x/QByPPPfccL774oqFcmzZtDK9tbW3x8/MzvNdoNKxdu5Znn332usP1OTk5LFq0iOXLlzNo0CAAlixZQtu2bdm3bx+9e/c222cUDcfBK/lxetR0FKc4F/78QP964ItgY2+mnsHxS8fZfXE3apWaMSFjzFavpclIjhDCZIqioNUW1snDmF3DrycnJwfQ7yoOkJ6eTnR0ND4+PvTp0wdfX18GDBjA7t27r1vHr7/+yqVLl5g4ceJ1y8TExKDRaAgP/2f1SUhICEFBQURFRdW4/6LhKinTcvSC/v/Pbk1ruJXD7g+hKAu8WkEn8wYiC//Sb+p5V/BdBLkGmbVuS5KRHCGEyXS6Inbs7FAnbQ8ccBQrK9OHynU6HVOmTKFv3760b98egPj4eABee+013n//fTp37sw333zD4MGDOXbsGK1aXbsnz6JFi4iIiKBJk+svx01NTcXW1hZ3d/cKx319fUlNTTW576LhO3Yxh1KtDi8nW5p51eBWUFI07PlE/zr8NbAy39d77KVYdpzfgVql5smOT5qt3htBghwhxC0hMjKSY8eOVRil0el0ADz11FOGkZkuXbqwdetWFi9ezJw5cyrUceHCBTZv3syPP/544zoubgkHE/W3qro19TB91VJJHqx+Ur+7eMeHoO3dZu3bF399AcCdze4k2C3YrHVbmgQ5QgiTqdUODBxwtM7aNtXkyZNZv349u3btqjAC4++vX6YbGhpaoXzbtm1JSkq6pp4lS5bg5eXFPfdUvbLEz8+P0tJSsrOzK4zmpKWlVZjfI0S58vk43ZvV4FbVznfhciK4BcFdc83ar8ScRLaf3w7AUx2fMmvdN4IEOUIIk6lUqhrdMrrRFEXh2WefZfXq1ezYsYPg4Ip/hTZr1oyAgIBrlpWfOnWKoUOHXlPXkiVLGD9+PDY2VW+a2K1bN2xsbNi6dSsjR44EIC4ujqSkJMLCzLekVzQMiqIYNuU0eT5OUTYcXKJ/Pex9s2zbcLXvTnyHgsKAJgNo7t7crHXfCBLkCCEarMjISJYvX87atWtxcXExzIdxc3PDwcEBlUrFCy+8wKuvvkqnTp3o3Lkzy5Yt4+TJk/z0008V6tq2bRsJCQk8/vjj17Rz8eJFBg8ezDfffEPPnj1xc3Nj0qRJTJs2DU9PT1xdXXn22WcJCwuTlVXiGomXCrlUUIqttZr2jU0MUmKWQmk++ITqdxg3o5ySHNaeWQvA+NDxZq37RpEgRwjRYC1YsACAgQMHVji+ZMkSHn30UQCmTJlCcXExU6dOJSsri06dOrFlyxZatGhR4ZpFixbRp08fQkJCrmlHo9EQFxdHYWGh4dhHH32EWq1m5MiRlJSUEBERweeff27eDygahAMJWQB0aOyGnbUJO4SXlUK0ftUTYZPBzBmIV51aRbG2mBDPEHr49TBr3TeKBDlCiAbL2OXmL774YoU8OZVZvnz5dc81a9bsmrbs7e2ZP38+8+fPN6oP4ta183QGAH1bmLj9wrGfIC8FnP2gwwNm7VOhppBvY78FYFzouJtiC4fKSJ4cIYQQoo6UaXXsPq3PdDygjY/xFyoK7NOPVNLrSbC2M2u/vjvxHVnFWQS5BDE0eGj1F9RTEuQIIYQQdeSvC9nkFGlwc7ChUxMT5uNcOACpf4OVHXR91Kx9yinJYemxpQBEdo7ERl31RPv6TIIcIYQQoo7sjNPfqurXytu0/aqi9blr6PCA2XYZL7fo2CLyNHm09mjNncF3mrXuG02CHCGEEKKO7DylD3IGtm5k/EV5qRC7Rv+6p3kzEF/Mv8j3sfqNOJ/r8hxq1c0dJtzcvRdCCCFuUpfyS/j7on6/qgGmBDkxS0FXBk16QkBns/bpo5iPKNWV0suvF/2b9Ddr3XVBghwhhBCiDvx5OhNFgbb+rvi4GrljeFkpHFysf93LvBmID6cfZnPiZtQqNS/0eOGmXVF1NQlyhBBCiDpguFXVxoRRnBO/Qn4aOPtC26q3FzHF5eLLzNozC4D7Wt5HG882Zqu7LkmQI4QQQtxgOp3CritBjkm3qvZ/pX/uNhGsbc3Sl0JNIZO3TiYxNxF/J3+e7fKsWeqtDyTIEUIIIW6wY8k5XCooxdnO2vj9qlL+gvP7QG0N3R41W1/e2PcGf2f+jautKwvDF+LlYN7VWnVJghwhhBDiBitfOt63pRc2xi4dP/SN/rntPeDqb5Z+HEk/wvr49ahQ8dmgz27KTTirIkGOEOKW8c4776BSqZgyZYrhWHFxMZGRkXh5eeHs7MzIkSNJS0urcF1SUhLDhg3D0dERHx8fXnjhBcrKyqpsKysri7Fjx+Lq6oq7uzuTJk0iPz/fEh9L3IR2GG5VGZnlWKuB46v1r7uMNUsfdIqOd/e/C8B9re6jq29Xs9Rbn0iQI4S4JRw4cIAvvviCjh07Vjg+depU1q1bx6pVq9i5cyfJycncf//9hvNarZZhw4ZRWlrK3r17WbZsGUuXLmXWrFlVtjd27FiOHz/Oli1bWL9+Pbt27eLJJ82b00TcnHIKNRxOugzAAGMnHZ/dBoWXwKkRBA80Sz/WnlnLsUvHcLR2bFDzcK4mQY4QosHLz89n7NixfPXVV3h4/DP/IScnh0WLFvHhhx8yaNAgunXrxpIlS9i7dy/79u0D4Pfffyc2NpbvvvuOzp07M3ToUN544w3mz59PaWlppe2dOHGCTZs28fXXX9OrVy/69evHZ599xooVK0hOTr4hn1nUX7vPZKJToJWPM43dHYy76Ogq/XO7+8Gq9ntrrzi5gtejXgfg8Q6P4+3gXes66yMJcoQQJlMUhQKttk4exu4sfrXIyEiGDRtGeHh4heMxMTFoNJoKx0NCQggKCiIqKgqAqKgoOnTogK+vr6FMREQEubm5HD9+vNL2oqKicHd3p3v37oZj4eHhqNVqoqOjTe6/aFh2xKUDJqyqKsmHkxv0rzuOqnX7X/79JW9Fv4VW0TK8+XAebf9oreusr2ofDgohbjmFOh0tdh2tk7bP9u+Ak5WV0eVXrFjBoUOHOHDgwDXnUlNTsbW1xd3dvcJxX19fUlNTDWWuDnDKz5efq0xqaio+PhXnWlhbW+Pp6Xnda8StQVGUq/LjGDkfJ+430BSCRzA07lar9o9nHufzI58D8GyXZ3miwxMNIunf9UiQI4RosM6fP8/zzz/Pli1bsLc3MqOsEBZ0MjWP9LwSHGys6BFs5NLx8ltVHR6EWgQkpdpSXt7zMlpFy53N7uTJjg1/jpgEOUIIkzmq1Zzt36HO2jZWTEwM6enpdO36z6oRrVbLrl27mDdvHps3b6a0tJTs7OwKozlpaWn4+fkB4Ofnx/79+yvUW776qrzMv/n5+ZGenl7hWFlZGVlZWde9RtwadlxZOt6nhRd21kaMSBZkwpmt+te1uFWVX5rP7H2zOZN9Bk97T17q9VKN67qZSJAjhDCZSqUy6ZZRXRk8eDBHj1a8rTZx4kRCQkKYMWMGgYGB2NjYsHXrVkaOHAlAXFwcSUlJhIWFARAWFsZbb71Fenq64RbUli1bcHV1JTQ0tNJ2w8LCyM7OJiYmhm7d9LcXtm3bhk6no1evXpb6uOImsPPUlfk4xq6qOr4aFC34dwbvVjVqc1/KPmbtmUVKQQoqVMwKm4WHvZGjSLVw8f/+i5WnJ16PP46Nr5G35sxMghwhRIPl4uJC+/btKxxzcnLCy8vLcHzSpElMmzYNT09PXF1defbZZwkLC6N3794ADBkyhNDQUMaNG8fcuXNJTU3l5ZdfJjIyEjs7OwD279/P+PHj2bp1K40bN6Zt27bceeedPPHEEyxcuBCNRsPkyZN56KGHCAgIuLE/BFFv5JeUcTDxytJxYycdl9+qqsEoTqGmkA9jPmRl3EoAmjg34Y2+b9Ddr3s1V9ZeSUICuRs2gEqF59iHLd7e9UiQI4S4pX300Ueo1WpGjhxJSUkJERERfP7554bzVlZWrF+/nmeeeYawsDCcnJyYMGECs2fPNpQpLCwkLi4OjUZjOPb9998zefJkBg8ebKj/008/vaGfTdQve85kUqZTCPZ2oqmXU/UXXE6E89GASr903ASKojB913R2XtgJwOg2o5nWbRqONo6md7wGLn/3PQDOAwZg26zZDWmzMhLkCCFuKTt27Kjw3t7envnz5zN//vzrXtO0aVN+++23654fOHDgNUvbPT09Wb58ea36KhqWnaZuyPmXfgSG4P4mb+OwMm4lOy/sxFZty2eDPqNP4z4mXV8b2txcslfrszN7jh93w9qtjOTJEUIIISxMURTDflVGBTk67T97VXV5xKS2zlw+w/sH3wdgarepNzTAAcj++ReUwkLsWrXE8crctroiQY4QQghhYWcz8rmYXYSttZrezY3Y5fvMH5B7ARw89BtyGik+O54ntzxJibaEvgF9ebjtjZ0Po+h0XP5ef6vK45FxdZ6DR25XCSGEEBZWvnS8V7AnDrZGrEyMWap/7vQw2BiX4+nM5TNM+n0SWcVZtHRvyVv93kKturFjGYUHDqK5cAG1szNu9wy/oW1XxqRPP2fOHHr06IGLiws+Pj6MGDGCuLi4CmXMtaPvjh076Nq1K3Z2drRs2ZKlS5de05/58+fTrFkz7O3t6dWr1zW5LIQQQoj6wKT5ODkX4dQm/etujxpVv0anYfqf08kqzqKtZ1uWRCzBy8GIESMzy1m7FgDXoXeidjByXy4LMinI2blzJ5GRkezbt48tW7ag0WgYMmQIBQUFhjLm2NE3ISGBYcOGcfvtt3PkyBGmTJnC448/zubNmw1lVq5cybRp03j11Vc5dOgQnTp1IiIi4poEXEIIIURdKiwtIzo+CzByK4eDi0HRQdO+0Ki1UW0sObaE05dP427nzsI7FuJu716LHteMrqiIvCvf0273GH+LzaKUWkhPT1cAZefOnYqiKEp2drZiY2OjrFq1ylDmxIkTCqBERUUpiqIov/32m6JWq5XU1FRDmQULFiiurq5KSUmJoiiKMn36dKVdu3YV2ho9erQSERFheN+zZ08lMjLS8F6r1SoBAQHKnDlzjO5/Tk6OAig5OTkmfGohbj1FRUVKbGysUlRUVNddabDkZ9xwbTyaojSdsV7pM2erotPpqi5cnKcoc4IU5VVXRTm+1qj647PjlS7fdFHaL22vrDu7zgw9rpnsdeuV2DYhyulBgxWdVmvRtoz9/q7VzbqcnBxAv1QSzLejb1RU1DW7BUdERBjqKC0tJSYmpkIZtVpNeHi4oUxlSkpKyM3NrfAQQgghLOmH/UkA3N3Jv/qJuIe/g+Js8GwOIcOMqn/+kflodBr6Nu7LsGDjrrGE8ltVbvfeg8qE7Vcsqca90Ol0TJkyhb59+xoyh5prR9/rlcnNzaWoqIjMzEy0Wm2lZara4XfOnDm4ubkZHoGBgaZ/cCGEEMJI57MK2XVaPx9nTI+gqgtryyDqSr6msMmgrn6CclpBGn+c+wOAqV2n1tlqptKkJAp27wbq0a0qahHkREZGcuzYMVasWGHO/ljUzJkzycnJMTzOnz9f110SQgjRgK04kISiQL+W3jTzribLcdwGyEkCR2/obNzS71WnVqFVtHT16UobzzZm6HHNZC37BhQFp/631WmG43+r0RLyyZMns379enbt2kWTJk0Mx/38/Myyo6+fn981K7LS0tJwdXXFwcEBKysrrKysKi1T1Q6/dnZ2hr1mhBBCCEvSaHX8ePACAGN7VTOKA3DqyuKazmPApvqVSaXaUlad0u9tdaPz4VxNm5ND9i+/AOD16KN11o/KmDSSoygKkydPZvXq1Wzbto3g4OAK57t162bY0bdcZTv6Hj16tMIqqH/v6BsWFlahjvIy5XXY2trSrVu3CmV0Oh1bt241lBFCCICLFy/yyCOP4OXlhYODAx06dODgwYMVypw4cYJ77rkHNzc3nJyc6NGjB0lJ+nkUiYmJqFSqSh+rVq26bruKojBr1iz8/f1xcHAgPDyc06dPW/Szivpl95lMMvJK8Ha2IzzUt+rCigJnt+lftwyvuuwVGxM2klWchY+jD4OCBtWytzV3+ccfUYqKsGvTps4zHP+bSUFOZGQk3333HcuXL8fFxYXU1FRSU1MpKioCwM3NzbCj7/bt24mJiWHixInX3dH3r7/+YvPmzdfs6Pv0008THx/P9OnTOXnyJJ9//jk//vgjU6dONfRl2rRpfPXVVyxbtowTJ07wzDPPUFBQwMSJE831sxFC3OQuX75M3759sbGxYePGjcTGxvLBBx/g4eFhKHP27Fn69etHSEgIO3bs4O+//+aVV17B3l6fgC0wMJCUlJQKj9dffx1nZ2eGDh163bbnzp3Lp59+ysKFC4mOjsbJyYmIiAiKi4st/rlF/bDndCYA4W19sLGq5us2/QTkpYC1AwT2rrbunJIcPj70MQBjQsZgo7apbXdrRCkt5fK33wHg+eijdZ7h+BqmLNkCKn0sWbLEUKaoqEj5z3/+o3h4eCiOjo7Kfffdp6SkpFSoJzExURk6dKji4OCgeHt7K//3f/+naDSaCmW2b9+udO7cWbG1tVWaN29eoY1yn332mRIUFKTY2toqPXv2VPbt22fKx5El5EIY6WZd3jxjxgylX79+VZYZPXq08sgjj5hUb+fOnZXHHnvsuud1Op3i5+envPfee4Zj2dnZip2dnfLDDz9Ues3N+jMW1zf0411K0xnrlbVHLlZfeM+n+mXj395vVN2v7H5Fab+0vXL3L3crxWXFtexpzWWvXavEtglR4vr1U7RX0sDcCMZ+f6sU5V9b595CcnNzcXNzIycnB1dX17rujhD1VnFxMQkJCQQHB2Nvb4+iKBRptHXSFwcbK6P/WgwNDSUiIoILFy6wc+dOGjduzH/+8x+eeOIJQH+b283NjenTp7N7924OHz5McHAwM2fOZMSIEZXWGRMTQ/fu3dmzZw99+lS+8WF8fDwtWrTg8OHDdO7c2XB8wIABdO7cmU8++eSaa/79MxY3t6yCUrq+sQWAA/8Lp5FLNfNBv71Pf7sq4m0Ii6yyaHRKNI///jgAy+5cRlffrmbps6kURSFh5EhKYk/QaMoUvJ9+6oa1bez3t+xdVY8UlJRRrNHi6WRb/4b8hLhKkUZL6KzN1Re0gNjZETjaGverKz4+ngULFjBt2jReeuklDhw4wHPPPYetrS0TJkwgPT2d/Px83nnnHd58803effddNm3axP3338/27dsZMGDANXUuWrSItm3bXjfAgX/SYZia5kI0HPviLwHQxtel+gBHUwTn9upftxhcZVGtTsu7B94FYHSb0XUW4AAU7j9ASewJVPb2uI8eVWf9qIoEOfXA3xeyWbw7gd+OpVJapsPNwQZnO2uKNFr6tfRm7gMdsbcxYkM3IUQFOp2O7t278/bbbwPQpUsXjh07xsKFC5kwYQI6nQ6Ae++91zDnr3Pnzuzdu5eFCxdeE+QUFRWxfPlyXnnllRv7QcRNZ+9Z/XycsBZG7B+VuAfKisElABpVvQz817O/cvryaVxsXXi2y7Pm6GqNZS1ZAoD7/fdhfdU8t/pEgpw6tuHvFJ5fcZgy3T93DXOKNOQUaQD49a9krNUqPhjVSUZ3RL3hYGNF7OyIOmvbWP7+/oZVm+Xatm3Lzz//DIC3tzfW1taVltl9JbHZ1X766ScKCwsZP358le2Wp7JIS0vD39/fcDwtLa3C7SvRcO09ox/J6dvSu/rCB77WP7cZClX8ni8qK2LekXkAPNHhCdzs3Grdz5oqOnqU/B07QK3Gs5p/D3VJgpw69FPMBab/9Bc6RT/7/tlBrWjj50JCZgHFGi0XLhcxZeURfjl8kZa+zvxnYMu67rIQAKhUKqNvGdWlvn37EhcXV+HYqVOnaNq0KaBPR9GjR48qy1xt0aJF3HPPPTRqVPVO0sHBwfj5+bF161ZDUJObm0t0dDTPPPNMLT6RuBmk5BQRn1mAWgU9gz2rLpx+Ek5tBFTQu+r/N1aeXEl6YToBTgF1mhcHIONj/bwyt3vuqVfJ//6t/v+WaqA2HUvhhZ/+QlHgoR6BvHVfB6zU+gi+rb9+ElWXIA+yC0t5Ze1x3tscR4fGbtzWqupfrkKIf0ydOpU+ffrw9ttvM2rUKPbv38+XX37Jl19+aSjzwgsvMHr0aPr378/tt9/Opk2bWLduHTt27KhQ15kzZ9i1axe//fZbpW2FhIQwZ84c7rvvPlQqFVOmTOHNN9+kVatWBAcH88orrxAQEHDdCc2i4fg5Rp8AsHOgO24O1Szt3vuZ/jlkGHi3um4xjVbDtye+BeDpTk9jZ1V3iW0LDxygYM8esLHBe3LVk6TrWv3YQesWsy/+Es+tOIKiwJiegcy5/58A59/GhTXjoR6BKAo8v+IIKTlFN7i3Qty8evTowerVq/nhhx9o3749b7zxBh9//DFjx441lLnvvvtYuHAhc+fOpUOHDnz99df8/PPP9OvXr0JdixcvpkmTJgwZMqTStuLi4gybFgNMnz6dZ599lieffJIePXqQn5/Ppk2bZOVUA1dapuObqHMAjAu7djSwgtxk+Hul/nXfKVUW3ZS4ifTCdLwdvBnWvO424QTI+ORTANwfGIntVbse1EeyhPwGLyE/k57P/Z/vIbe4jCGhvix4pNt1A5xyxRot93++l9iUXLo39WDlU2HVXiOEOcnyZsuTn3HDsPrwBaau/AsfFzt2zxiErXUVYwl758Hv/9Mn/5t0/dWKiqIwav0oTmad5Nkuz/Jkxyct0HPjFP31F4mjHwIbG1r+sQUb32oyOVuIsd/fMpJzA2UVlDJp2QFyi8voGuTOp2O6GBWs2NtYseCRrjjbWXPw3GW+iUq0fGeFEEKYRFEUFu1OAGBCn2ZVBzjwzzYOoVXv2h2dGs3JrJPYW9kzqnXdLtW+tHQpAG7DhtVZgGMKCXJukJIyLU9/G8O5S4U08XDgy/HdTVoW3tTLiReHhgDw3uY4zmcVWqqrQgghauDoxRyOXczFzlrNwz2r2ZBTUwzn9uhfN7/9usV0io6PYz4GYETLEbjbu5unszVQeuEieZt/B8Bz4qN11g9TSJBzAyiKwku/HGN/YhYudtYsfrQH3s6mTxp7uGcQPYM9KSzV8uqvxy3QUyGEEDW1/WQGAINCfPBwsq268Pl9+tw4zn7g0/a6xdadXcfxS8dxsnHiqU43LqNwZS5/+y3odDj1CcO+TdX5fOoLCXJugIU74/n50AWs1Crmje1Ka1+XGtWjVqt45/4OqFSw7WQ6F7NlErIQQtQXu07rg5z+rY1YBVt+q6rFoOvmxinUFPLJIf1S7Sc7Pom3gxE5dyykJD6Byz/8AOg34rxZSJBjYdHxl3hv80kAXhseygBj/uevQvNGzvS6kndh3V/Jte6fEKa4hdcpWJz8bG9uOUUajpzPBmoQ5FzHj3E/klGUQRPnJjzS9hEz9LJmFJ2OlFdeQSktxalfP5xuu82o684eSifzQp6Fe1c1CXIsKKdQw9SVR9Ap8EC3JowLa2aWeu/p1BiQIEfcODY2+lwfhYUyF8xSSktLAbCyki1cbkZRZzPR6hRaNHKisbtD1YXz0yH1qP5184GVFlEUhbVn1wLwWIfHsLWq5vaXBWV98w1FMTGoHB3xf/01o7LvlxaVsf27k6x88wDJpy/fgF5WTpIBWtD/1hwlOaeYZl6OvHZPO7PVO7S9H7PWHuN4ci5nM/Jp0cjZbHULURkrKyvc3d1JT08HwNHRUbYZMSOdTkdGRgaOjo5YW8uv5ZvRzlP6vaqMSth6Wj95F78O4Fx5+bjLcZzJPoOt2paIZnWzhUrZ5cukvfEmuVcSYPpMnYpN48ZGXXts10VKCstw93XEr4W7BXtZNfnXZCF7z2ay/u8UrNQqPnmoC8525vtRezjZclsrb7bHZfDrkWSm3tHabHULcT3l+zGVBzrCvNRqNUFBQRI83oQURWHXKf18HKOmJBzRz22h3X3XLbLu7Dp9fYEDcLW9MXncrqZotZx//AmKjx8HKyu8nngcj7HGbSWhKdVy5I8kALoNbYq6DvO6SZBjAVqdwhvrTwAwtlcQnQLdzd7G8E4BbI/L4OdDF3hmYAvZpVxYnEqlwt/fHx8fHzQaTV13p8GxtbVFrZYZBDejM+n5XMwuwtZKTa/m1exVlZUA53YDKuj4UKVFynRlbIjfAMDw5sPN3FvjZK9aRfHx46hdXAhavAiHDh2MvjZ2dzJFeRpcvOxp1aNuc+lIkGMBqw6e50RKLq721kwJt8woy53t/Xhn40kuXC7iy13xPDf4+nueCGFOVlZWMm9EiKv8dEi/V1W/Vt7Vb1z71wr9c4vbwa3yWz97k/dyqfgS7nbu9Gvcr9IyllR2+TIZH30MQKNnnzUpwCnO13Bos35bi64RTbGyqtvAXf5sMLP8kjLe//0UAM8NboVndbkSasjR1pr/DdPnVpi//YwkBxRCiDqg0eoMG3KO7hFYdWGdDv5arn/deWzlRRQd8w7PA2B4i+HYWFWzwacFZHz4EdqcHOxatcLj4TFGX6foFP5YFkthTiluPg6EhPlZsJfGkSDHzNQq/aabIX4ujDfTaqrruadTAGHNvSgp0/HG+liLtiWEEOJaW0+kk5lfirezHYNCfKoufG4PZCeBnat+1/FK/Hr2V05kncDFxoXHOzxugR5XLWfDBrJXrQLA9+WXUZkwEf7IH+c5d/QSVtZqIp5oj3U9mEYhQY6ZOdpa839D2rDhuduq37ekllQqFa/fq1+19ceJNNJziy3anhBCiIpWHtBPsH2gWxNsqrs1c+TKKE77+8Hm2mXmhZpCPj2k3+H7yY5P4mlfzfweMys5c4aUV2YB4PXUUzj16mn0tZeS89m39iwA/Ua1olFgzZLempsEORZyo3YJb+3rQtcgd3QKrPs75Ya0KYQQAk6n5bHzyqqqam9VleRDrD7vzfVuVa06tYqMogwaOzfm4bbGrWQyB6WsjKxly0gc/RBKYSGOvXvT6Llnjb5ep1PY/u1JdFqFZh28aHdbgAV7axoJchqAezvrJ6/9euRiHfdECCFuDSVlWp5boU/2Gt7Wh2Bvp6oviF0LmgLwaglNelxzWlEUfjr1EwCTOky6Ycn/lLIyLkROJm3OO+gKCrDv1JHGH7yPyoTFBUe3XyAtIRdbeysGPNymXqVBkCCnAbirgz9WahV/XcghIbOgrrsjhBAN3nub4jiRkounky1v32fE6qPyW1WdH650r6oDqQdIzE3EycaJu4LvMnNvK6coCqlvvUX+zp2o7O3xm/06zX74AWsvL6PrKNNoObAhAYA+I1vi7GFvqe7WiAQ5DUAjFzv6ttRv3LZWRnOEEMKiTqXl8fVu/Rf7ew90xMe1mi92I3Lj/HjqRwCGBQ/DyaaaUSEzULRaMj75hOwfVoBKReP338Nj1ChUJuZqSvz7EiWFZTh72BHat/7cpionQU4DMaKz/n+uX/9Klo3+hBDCgpZH6ycb3xHqy+C2RiS72/Ox/rnl4Epz42QWZbI1aSsAD7Z50FzdvK7SpCTOjRvPpYVfAODzwgu4hIfXqK646FQAWvfyQ1WHmY2vR5IBNhB3hPpia6UmPqOAU2n5tPGrHzPbhRCiISnWaFl9WD9iPrZXUPUXXD4Hh7/Tv77tv5UWWXNmDWW6Mjp6dyTEM8RcXb2GrqiIzC+/JGvRYpTSUtROTvjNegW3e++tUX1F+aUkHbsEQJuedZ8TpzIyktNAuNjb0L+1/pbVb0dllZUQQljCxmMp5BRpaOzuYNxmnH9+ALoy/W7jTcOuOa1TdPx86mcAHmj9gJl7q6coCrmbNnH2rmFcWrAQpbQUpz5hBK9dU+MAB+DMwXR0OoVGQS54Blj+FltNSJDTgNzVwR/Q/yMUQghhfj/sPw/ol4xXmyokOwmOfK9/PXBmpUX2Je/jQv4FXGxcuDP4TnN2FdDPvUl56X9cnDKVspQUbAICaPzpJwQuWoRtkyY1rlenU4jdkwxA6551uz9VVeR2VQMyuK0vNlYqTqXlcyY9j5Y+cstKCCHM5VRaHvsTslCrYFT3avLiABxYpB/FCe4PQb0rLVI+4Xh4i+E4WF+bILA2FJ2OlFmzyFm9Gqys8H7qKbyeeBy1Q+3bOfz7OTLP52NjZ0XrenqrCiTIqR90WshNhoIMKMjUP7sHQbN+lS41vB43Bxv6tfRme1wGvx1N5bnBEuQIIYS5LPpTv6JqSKgffm7VrKgqK4HD3+pf93yq0iLphensOL8DgAdbm2/CsSYlhcyFX1Dw559okpNBrabxe3Nxvcs8S9PTz+Wy/1f9z+K20a1xdL0xOX1qQoKcupaXCt/cCxknrz3XqC30/y+0H2l0sHNXB3+2x2Ww6Viq7EwuhBBmkpFXYphw/ET/4OoviP0VCi+Ba2NoXfltqC///hKtoqWrT1daerQ0Sz+1+QUkTXqc0vh4AFQODvi/8YbZApwyjZY/lsSi0ym06NqoXmzCWRUJcupScS58/4A+wFHbgLMPOHmDgwdcOAgZJ+DnSXBmKwz7AGwdq61yUIgPKhXEpuSSnltcff4GIYQQ1fp23zlKtTq6BLnTrakRe0odXKR/7joBrK79qj11+RSrTuk3wpzcZbJZ+qgoCqmzXqE0Ph5rHx/835iNY48eqB2r/+4wVsymc1xOLcTR1ZaBY0PqVXbjykiQUxc0RXByA+z9DFKPglMjmLQFPK/666A4B6Lmw6734K/lkHYUxv4MLlVP8PJytqNDYzf+vpDDrtOZPNCt5hPLhBBCQE6Rhu/2nQPg8X7Nq78g9SgkRYHKCrqOv+a0oii8u/9ddIqOO5reQQ+/a7d5qInL335H7m8bwdqaxh9/jGPXLmapt9yl5HwObdL/HG4b3Rp7Jxuz1m8JsrrqRks/AfN76UdoUo6ArTOMXVUxwAGwd4PbX4Lxa/VBUOpRWBwBlxOrbaL/lWWNu65sHCeEEKJmFEVh+k9/kVVQSrC3ExHtjFhJtOt9/XPoveDqf83pqOQo9qfux1Zty/91/z+z9LPw0CHS5s4FwHf6dLMHOPmXS/j96+P6TTg7etOiqxHL5+sBCXJupDNbYdEQyD4HLv4wYAb8Zx8EVPE/Y3B/mPQ7uDeFywmw9G4ouFRlMwPa6P/n+/N0BlqdZD8WQoiaWrwnkc3H07C1UvPJQ52xtqrmazP9xD+7jfd/odIi6+PXA3B/q/tp7HxtBmRTlWVmcnHKVCgrw/WuoXiMe6TWdV4t80IeP717kKzkAhxcbOj/UOt6f5uqnAQ5N8qBRfD9g1CSC037wjN79SM17kYsQ/Rsrg90PJtDznn4+TH9iqzr6BzojoudNZcLNRy7mGPGDyGEELeOP09nMOe3EwD8b1hbOjZxr/6iXe8DCrQdDr6h15wu0Zaw7fw2AO5qXvvJwMVxcSQ+NIay9HRsW7TA/403zBqAZKcVsvajIxRkl+Dh58gDM7rj4nnzzPWUIOdG+OM12DANFC10GgPjVoOjERPXrubiB6O/BxsniN8B2968blEbKzV9Wup3kZVbVkIIYbrjyTk8890hynQK93YOYHxY0+ovyjwDx/TZi+k/vdIiuy/upkBTgI+jD50adapVH/N37iTxoTFoLlzAJjCQJvM+Q+1kvszDBTklrPvsCMUFGnyaujByejdcvc2by8fSJMixtP1fwe6P9K8HvQwjFoC1Xc3q8g2Fe+fpX+/+CBJ3X7fogNY+AOyUIEcIIUySV6zhsaUHyC8po3dzT+Y+0NG40ZE9HwGKfsm4f8dKi2xO3AxARLMI1KqafwXn79zJhcnPohQV6bdoWPUjdsFGLG03QlpCLus++4tv/xdFbmYxro0cGBbZCTvH+j/R+N8kyLGkM1th4wz96/DX9fdnazuM2P7+K7P1FVjzDJTkVVrstlb6fayOnM+moKSsdm0KIcQtZMGOs6TlltDUy5EvxnXHztqq+otyLsJfK/Wvb6t8MnFRWZEh+d+dzWq+hUPhgQP6AEejwWXIEAK/+AIrd/ca13e10qIyNnz+F0nHL6Et0+Hh78TwyZ1qlPCvMCebksICs/SrpiTIsZS8VP0KKkULncdC3+fNV3fE2/qMyNlJsPl/lRYJ9HSkiYcDZTqFA4lZ5mtbCCEasOTsIhbt1mfz/d9dbXFzMHL0Imo+6DTQtB8E9qy0yC+nf6GorIgApwA6eHeoUf90hYUkz3wJRaPBOXwwjT94H5WN+UZYDm0+R1GeBndfR8bM6sWYWT1x9zU9z05ZaSlr5r7BD6+8QHZaqtn6ZyoJcixBUWDdFCi6DP6d4O6Paj+CczU7F/1tL4BDyyBpX6XF+rTQz8uJOlv1aiwhhBB6H/x+ipIyHT2DPbkj1MiNJwuzIGap/nW/qZUWuZB3gU8OfQLAxPYTazw5OGPefDQXLmDt70/AO++aNcDJyyrmyFb9BqRh97XAM8CpRv1UFIXNCz8h5UwcBZezUKpYKGNpEuRYwt8r4dRGfRbj2szBqUqzftBlnP71hv8D7bW3pPq00N+y2itBjhBCVCshs4BfDl8A9KM4Rn/B7/8SNAXg1wFaDr7mtKIovLb3NYrKiujm241RbUbVqH9Fx46TtXQpAH6vzsLK2XyTjC+nFvD718fRanQEtHInuJN3jeuK/mUlJ/fsRG1lxfBpL+HhX/tl8jUlQY655aXBxiuz6ge+CL7tLNdW+Ov6LSDSjsGBr685HXZlJOdYcg45hRrL9UMIIRqARbvjURQYHOJDp0B34y4qLYDohfrX/aZWOmq/Pn490anR2FvZM7vP7BpNOFY0GlJeeQV0OlyHDcNl4ECT66i0XkUhZlMiK97YT2p8DtY2avo92KrGI01Jx/5iz6rvARg86RmC2lc+AftGkSDH3Jy89UsHm/aFvlMs3JYXDH5V/3rHHP1WEFfxdbWnRSMnFAWi4mU0RwghrudyQSk/xehHcR6/zYitG8rFLNNPTfBsDqEjrjldXFbMp4c/BeCJjk8Q5BpUo/5dWrqUkhMnsHJzw/elmTWq49+0Gh1bl51g35p4dFqFpu29eGhWTxoFudSovsLcHH6b9wEoCh0GDaHj4JpPrjYXCXLMTW0FfSbDhPWVbspWldSCVJLzk01rr+t48G4DxdkQ/eU1p8tvWUWdzTStXiGEuIV8t+8cxRod7QJc6d3cyDxmmmKIupLWo+/z+t////Jt7LekFqTi5+TH+NBr97EyRnFcHJnz5gPg8+KLWHt51aieq+VeKmL1h4eI25eKSq1iwJjWDIvsiFujmm3mqSgKv3/xKQWXs/BsHMjtjz5Z6z6ag2zQaSlq4+LHvNI89qXs4+dTP7MneQ8AoV6h3BV8FxHNIvBzqmYbe7UVDJiuX8kVNQ96Panf9+qKPi28+HbfOf48I0GOEEJU5mBiFov26FdUPXFbc+Nu1SgK/PZ/kHtRv01PpzHXFLlUdIlFx/S7kT/f9XnsrU3PFJy9eg2ps2ejlJTg1CcMtxH3mlzHvyX8ncnWpbGUFJZh62BNxOPtCGpXu8Ap4chBzh6Mxsramrufn46NXf3IiixBTh0p0Zbwyp5X+D3xd7SKfua5ChVqlZrYS7HEXorl/YPv09WnK0ODhzI0eChudm6VV9buPtg5FzLj9KM5A/7ZL6VPS2+s1CriMwo4n1VIoGfNonQhhGiIvt13jtd/PU6ZTiHU35VhHa/dULNSMUvh8HegUsOIzytdYPL9ie8p0BQY/nA1Vc6vv5IyU39ryqlPGAHvv1+rLRu0Wh3Ra+I5vCUJAJ+mLkQ80b7WWYy1ZWXs/EYfzHUZeg+NmponKaE5yO2qOlCmK2P6zulsTNiIVtHS1LUpj7Z7lA33bWDrg1t5udfLdPXpCsCh9EO8Ff0Ww1cP50DqgcorLB/NAYheAGWlhlNuDjZ0C/IAYEdcukU/lxBC3EzOZxXy6tpjlOkUhncKYNXTYdhUtwEnwOXEfxaYDJ4FLQZdU6RQU8jKOH1ywCc6PGHyZGNFpyNzgX5Cs8e4cQR+9RXWniZuB3SV/MvFrPngsCHA6TioCfe/YJ5tGv7aspGs5As4uLrR+/7Rta7PnGQk5wYrH8HZdn4btmpbPhv8GX0C+lQoMzpkNKNDRpNakMrmxM38fPpnEnISeOL3J3ip10uVLz8MHaFPDJifql++HvrPkObAkEbsT8xie1wG48KaWfYDCiHETeK76HPoFOjb0otPH+ps/ChJ9BegLYVmt113gcnqM6vJLc0lyCWI2wNvN7lv+Tt2UpqQgNrFhUbPP4/Kyoisy5XQlGo5FZ3KvjXxFBdosLW3YtCEtrTo4lOj+v6tKD+PqJ+WA9B31FjsHM23rN0cZCTnBjqfe55xv41jY8JGrFRWvD/g/WsCnKv5Ofkxod0Efrz7R+5ufjdaRcub+94kKjnq2sJW1tBlrP71oW8qnBp4ZR+rvWczKdbUXVImIYSoL4o1Wn48oE98NyGsmfEBTnEuHPpW/7rvlEqXjGt0Gr6N1ZeZ0G4CVpVMSK7OpcX62z8eo0eZnA+nIKeEgxsT2fjFUZbN3MOO7+MoLtDgHejMqP/1MFuAA7Dvpx8ozs/DO7ApHQZFmK1ec5Eg5wYo1Zby9dGvGbluJCeyTuBh58Hngz/n9iDjont7a3ve7vc2I1uNREHhxT9fJKOwko03uzyifz6zFbLPGw639XfB19WOYo2O6ATZ4kEIIdb9lczlQg2N3R0Y3NbIzMagn4dTmqdf1VpJ4j+NVsOMXTO4mH8RT3tP7mlxj8l9Kzx0iKKDMWBjg8e4cSZde/5EFivf3E/02njiD2dQUlCGi5c9fUa2ZOT0bjVePVWZrOQLHPl9AwADxj+OuoajTZYkt6ssLCk3iee3P8+Z7DMAdPftzpzb5lS/aupfVCoVL/Z8kb8z/+b05dO8+OeLfDXkq4r3eT2b64dPE/+EI8th4AzDtQNb+7Dy4Hl2xKUzoHUjs30+IYS42ZRpdSzZkwjA2N5BWKmNHMUpK/kn8V/vp68ZxSnTlfH89uf58+Kf2KhtmN1ntskrqrTZ2SRP1//udhs+HBtf4wIwnU7h4G+JHNiQAAp4NXYiJMyfRkEu+Ld0R23sZzRCaXERcVF/cmjDWnRaLc279qBZxy5mq9+cZCTHgvZc3MNDGx7iTPYZPO09mXPbHBZHLDY5wClnb23PBwM+wMHagf2p+/n+xPfXFuo6Qf98+Fu4ar+Q20P0gc2OuEpGgIQQ4hby+rpYYlNycbK1YnT3QOMu0ulgzTOQfQ4cPKHjQ9cU2ZiwkT8v/om9lT3zBs9jQOAAk/ql6HRcnDEDzYUL2AQG4jtjulHX5V8uYd2nRziwXh/ghPb154EZ3ekcHkTj1h5mDXDyLmXy7Yzn+H3hp2SeP4etgwP9H3nMbPWbm4zkWICiKCw9vpSPD32MTtHRsVFHPhr4ET6Otb8PGuwWzH+7/5c39r3BxzEf0yegDy3cW/xToO1wsHeHnPMQv8MwnNq3pTfWahUJmQUkZhbQzLt+TQ4TQghLK9Pq+GJXPN/uO4dKBR+N7oyXsxF7CyoK/P4/OPYzqK1h5Ndg6/ivIgrfnfgOgCc7PlnlfMvrufzDDxTs3IXKzo4mn36Cldt10oZcoS3TcWjzOQ5tPkdZqQ5rWzUDHm5DSG8jl8GbKDczgx9nzyQnLRVnTy86DxlG29tux9W7/t4dkJEcMysqK2LGrhl8GPMhOkXH/a3uZ0nEErMEOOUebP0gfRv3pVRXysw/Z1KiLfnnpI09dLyy+uqqCcgu9jZ0byZLyYUQt6bNx1MJ/3An722OA2DGnSEMaWfkqPrez2Df5/rX935e6VycIxlHiL0Ui52VHQ+0fsDk/mlzcsj89DMAfF54Afu2bau9JuqXs+xfl0BZqQ6/5q488GJ3iwU4Oq2WNe++Tk5aKm6+fox54z163TeqXgc4IEGO2ZVqSzmaeRRrlTUv93qZ18Jew9bK1qxtqFQqZveZjbudOyeyTvDu/ncrFuh6JXX4yQ1Q8M+eVQPb6AOtHafklpUQ4tax90wmz3wXQ+KlQjwcbXh5WFue6m/k/lR/rYQtr+hf3/EGdKo8D8x3sfpRnGHNh+Fh72FyHzM//xxtTg52rVri8VD1uWbysoo5uku/19bAsW24/4VueAU4m9yusY5u20xGUiL2zi6MmjUHV2/z/eFuSRLkmJmbnRufDvqUryO+ZnTI6Fplp6yKj6MP79z2DipUrDq1inVn1/1z0q8DBHQBnQb+XmE4fPuVICfq7CVZSi6EuCVcuFzI5B8Oo1Pgnk4B7J4xiMeN3bohZql+Hg5A70jo82ylxS7mX2Rr0lYAHg552OQ+liQkkPW9PteMz4svorKufiZJzMZEdGUKAa3cCe0XYLHvGoDignz2rNQHcX0efLjej95czeQgZ9euXQwfPpyAAP0Pdc2aNRXOK4rCrFmz8Pf3x8HBgfDwcE6fPl2hTFZWFmPHjsXV1RV3d3cmTZpEfn5+hTJ///03t912G/b29gQGBjJ37txr+rJq1SpCQkKwt7enQ4cO/Pbbb6Z+HIto5dGKbr7dLN5O38Z9ebrT0wC8Ff0W6YVX3YYqH805stxwqLWvM/5u9pSU6WRXciFEg1es0fL0dzFkFZTSvrErcx/oiJOdkVNRt8+Bdc+DooXOY2HIm5XmxAH4JOYTtIqWMP8w2ni2Mbmf6XPfg7IynAcMwLlv32rLpybkcGJPCgC97jEyYKshRVHYveJbivJy8WoSRKc7TN+eoi6ZHOQUFBTQqVMn5s+fX+n5uXPn8umnn7Jw4UKio6NxcnIiIiKC4uJiQ5mxY8dy/PhxtmzZwvr169m1axdPPvnPjqW5ubkMGTKEpk2bEhMTw3vvvcdrr73Gl1/+s8v23r17GTNmDJMmTeLw4cOMGDGCESNGcOzYMVM/0k3tqY5P0dG7IwWaAt478N4/J0JH6CfIpR2DTP3ydZVK9c8tq5MyL0cI0XApisL/Vh/j2MVcPJ1sWfhIN+xtjMzjknwYdr6jfz1gBtw7/7qbLv+V8RcbEzeiQsW07tNM7mdBVBT527eDtTU+1aymykouYMWb+/n53Rh0OoXAth4EtHI3uU1jKYrCn8uX8teVXDgDx02ql7lwqqTUAqCsXr3a8F6n0yl+fn7Ke++9ZziWnZ2t2NnZKT/88IOiKIoSGxurAMqBAwcMZTZu3KioVCrl4sWLiqIoyueff654eHgoJSUlhjIzZsxQ2rRpY3g/atQoZdiwYRX606tXL+Wpp54yuv85OTkKoOTk5Bh9TX0UmxmrdFzWUWm/tL2y+8Luf058c5+ivOqqKLveNxz6/Xiq0nTGeqXnW1uUMq2uDnorhBCWt3h3vNJ0xnol+MX1yp7TGaZd/OOj+t+dPz1eZTGdTqc8suERpf3S9srLu182uY+6sjLl7PB7lNg2IUrKm29VWVar1Skr39qvzHtqq/L5f7Ypvy34W8nLKjK5TWOkJZxVfv/yM+XbF6co748aprw/aphycP1qi7RVU8Z+f5t1Tk5CQgKpqamEh4cbjrm5udGrVy+iovRbEURFReHu7k737t0NZcLDw1Gr1URHRxvK9O/fH1vbfybsRkREEBcXx+XLlw1lrm6nvEx5O5UpKSkhNze3wqMhaOvV1nAf+N0D76JTdPoToVcybcauNZTt39obd0cb0nJL2Hs280Z3VQghLEpRFD7fcYbX18UCMHNoW/q09Da+gsvnIHaN/nXf56osuvzkco5kHMHB2oFnu1Q+X6eqfqa//wElp06hdnOjUeR/qiwfuzuZjKQ8bB2sGfdmGEOf7oCzh2mJBo2RnhjPytdm8Pcfm0iLP41KpeaOJybTbdgIs7d1I5g1yElNTQXA918ZGn19fQ3nUlNT8fGpOCvb2toaT0/PCmUqq+PqNq5Xpvx8ZebMmYObm5vhERhoZBKom8B/Ov8HFxsXEnIS2HF+h/5gyN2gUkPKX/pdcwE7ayvu7qhfYrj60MU66asQQpiTVqfw8R+nGPbpnwz+cCdzN+mXiT/ZvzmP3xZsWmX7PgdFB81v1y/iuI7YS7F8cPADAKZ0nWJympBLX3xJ1pIlAPi9/D+s3N2vWzb/cjH71pwF9HNwLBHcaMvKSIs/w+p3XqO0qIiANqHc9dwLTPr0SzqG32n29m6UW2p11cyZM8nJyTE8zp8/X/1FNwkXWxfD7uRLjy/VH3Tyhmb99K9jfzWUva9LEwA2HU+lsLTsRnZTCCHMKrdYw6RlB/j4j9McT84lPqMAlQpeHR7KS3e1NW1SbvqJf/KLVTGKU6Ap4IWdL6DRaRgUOIgxIWNM6nPe9u1kfPwxAD4vzsBt+PBKyxUXaIhac5bvX91HSWEZ3oHOtO8fYFJb1dGWadi25As+m/AA382cQv7lLLyaBHHfjFm07TsAN5+aZegvp2gVFEUxU29NZ9aMx35++h9GWloa/v7/JCRKS0ujc+fOhjLp6RUnvZaVlZGVlWW43s/Pj7S0tAplyt9XV6b8fGXs7OywszMiu+VNamzbsXwT+w2H0w9zOP0wXXy6QOi9kLBLn6nzyj/arkHuNPNyJPFSIZuPpxqCHiGEuJkcSrrM1JVHOHepEHsbNS8PCyXY24lAD0eCvEzciLLoMqx4GDSFENxfP5JTCUVRmB01m6S8JPyd/Jndd7ZJgZSi0ehXUwEe48bh9eij15TRaXUc+j2Jw78nUVqk/0PUp5kr4Y+2RW1lvrGJguzLrPtoDhdP6m/t2dg70LhNW+54cjL2TjXLuaOU6cj5LYGik1noCjUoxVoCXg9DZeyqNjMz60hOcHAwfn5+bN261XAsNzeX6OhowsLCAAgLCyM7O5uYmBhDmW3btqHT6ejVq5ehzK5du9BoNIYyW7ZsoU2bNnh4eBjKXN1OeZnydm5FjRwbGXa8XXJMPwxqWGWVcgTSjgP6VVblgc2vR5LroKdCCFFziqKwcOdZHlwYxblLhTR2d+Cnp/vwSO+m9G3pbXqAU1oIqx6FrHhwC4IHll53ufiaM2v4LeE3rFRWzO0/Fze7qrde+Lfsn36iNCEBK09PGj1f+WjRoc1JRK+Np7SoDK/GTtz1TAcemNENDz/zbMej02k5tn0LS6c9w8WTsdg6OHLvC6/w7JKVjHxpdo0T/SkaHZe+P0H+3mS0WcUoxfp8bLqCurtjYHJolZ+fz5kzZwzvExISOHLkCJ6engQFBTFlyhTefPNNWrVqRXBwMK+88goBAQGMGDECgLZt23LnnXfyxBNPsHDhQjQaDZMnT+ahhx4iIEA/DPfwww/z+uuvM2nSJGbMmMGxY8f45JNP+OijjwztPv/88wwYMIAPPviAYcOGsWLFCg4ePFhhmfmtaHy78fx8+md2nN/B+dzzBLoGQpuhcGIdHP4e7nwbgDvb+/HRH6eIitcnBjR6aaUQQtQhnU7hzQ0nWLwnAYB7Owcw+972uDnY1KzCgkxYPhouHgQbRxizHJy8rimmKAqrz6zm7Wj979DJXSbT2aezSU1p8/PJ+GweAN6R/8HK+drRkpJCDUf+SAKgz/0t6RweiMoMG2xmJiVybMcfJP51iOy0FLRXBhEaNWvO3c9PxzOgdiP6ik7h0vcnKD6ZBdZqPEe2wqaxM2onG9QOdbdNpsktHzx4kNtv/2cYb9o0fV6ACRMmsHTpUqZPn05BQQFPPvkk2dnZ9OvXj02bNmFv/89Eqe+//57JkyczePBg1Go1I0eO5NNPPzWcd3Nz4/fffycyMpJu3brh7e3NrFmzKuTS6dOnD8uXL+fll1/mpZdeolWrVqxZs4b27dvX6AfRUDR3a06/xv3YfXE3y08uZ0bPGdBlnD7I+XsFhL8G1raGxIApOcVEJ2QxoPXNk8FSCHHrKdPq+PN0Jl/sOsu++CwAXrk7lEn9TJxYfLWsePhupP7ZwQPGrKh0srFWp+V/e/7Hhnh9vphBgYN4rL3pO2+nz30PbVYWts2a4TFqVKVl/tp6npLCMjz8nehkhgCnKC+XP77+nFP7dlc4buvgQO+RY+h2171myX2Tt/08xSezUNmo8ZrQDvuW7rWu0xxUSl3OCKpjubm5uLm5kZOTg6ura113x2z2XNzD0388jZONE3888AfOVvbwUTvIT4XR3+l3Kgde/PlvVhw4z2N9g5k1PLSOey2EEBUdT85h1cEL/Hk6g6SsQjRa/deVjZWKd0d25P6utRh9uBgD34+CwkxwD4KxP0Oj1pUWXXZ8Ge8ffB9rlTXPdn2WR9s9ilpl2myP/D//5PwT+j/Ug5Yuxal3r2vKFBdo+PZ/eykt1jLk8Xa06u57TRljlBQWkvjXIdITznB81zYKLmehUqtp0a0XbW8biE+zFrh6NzJbYr+S+GwyvjoKCng82BqnbjXrtymM/f6uuzEkgaIo5G/fzqUvv6IsPR3b5s2xa9EC2xbNcezeHbvmRm4g9y99AvoQ7BZMQk4Ca8+uZWzbsdDpIdjzMRz61hDkDGjdiBUHzrPzVDogQY4Qom6VlGnZfTqTP06ks+dMJklZhRXOu9pbM6p7IBP6NCPQ08R5N1dL3APfPwiaAvDrCGN/ApfKv5gTchL47LB+d/D/9f5fjXYYL7t8mZSX9Zt8eowfV2mAoygKu1edprRYi2eAEy27mj4vpjA3h32/rOD4jj8oLSoyHPcMaMJdz/4X3+YtTa6zOiWJOVz67gQo4NjV54YEOKaQIKcOlCYlkfPrOvI2b6Lk9D/zmzTJyRTs/mdI0bFXL5xv64fKxgaHbt1xaN/OqPpVKhVjQ8byZvSbLD+xnDEhY1B3GacPck7/DtlJ4B5En5beWKlVnM0o4HxWYe1+aQghRA3ll5Qxb9sZvt93jrySfyap2lqpuSPUl3s7B9CusRv+rvaoazs/JWGXfg6OphCCB8BD34OdS6VFc0py+N/u/1GiLaFPQB9GthppcnPa/HzOP/4EZWlp2DZrhs/UqZWWOxmVQty+VFQq6P9Qa5NvU5UUFvDTG/8jIykRAA//AAJDO+LboiVt+w3Exs78uXUK/84ga2UcaBVsAl1wH2H+IKq2JMi5gbR5eWR+voCsb7+FMv0/ZJWjI55jx+J0Wz9KExMpPXuW4lOnKIzeT2F0NIVXskCjVuPzf/+H52MTjVquOLzFcD45/AlJeUn8eeFPBgQO0C+LTNilzwMx6GXcHGzoGuTOgcTL7DyVwSO9m1ry4wshbkGKonA+q4gmHg6o1Sp2nsrgu33nKNZoDWVOpOSRmV8CgJ+rPXe296N/a296BnvhbM6lx5mn4Ycx+gCnxWB9gGPjUGnRI+lHmL5rOikFKTjbOPNa2Gsmb4SpKynhwtPPUHz8OFYeHjT5fD5qh2vbSzmbw64fTgHQc3hzGrf2MKp+RVHISU+jMCebP39YSkZSIo5u7gz9z1SaduyC6jr7bZlD6YU8Q4Bj384Lz9FtUNvWvwUsEuRYmP6W1A6yf/6Zgj17UK5sVOrUJwzX4ffgMuh2rNz0SxCdevY0XKdJTib751/QXLhAWUY6BXujSH/vPYpPnMD/jdmV/kO5mqONIw+0eoAlx5fw7Ylv9UFO98euBDnf6jeds7JhYBsfDiReZvPxVAlyhLgJlJRpWbDjLM521kzqF2zRHahrQqdTOJmaR0sfZ6zUKl5Y9Re/HL5IiJ8LXYLc+WF/5UlYg72deOmutgwO8an9aE1lSgvhx/FQmg9BfeCh5WBT+ejG3xl/M2nzJEp1pQS5BDF3wFz8nf0rLVuVjA8/ovDgQdTOzgR+/VWlUxBOH0xj69ITaMt0BIV60u1O434PF+bm8PsXn3H24D7DMVsHB0a+NBufZjWb6mAsXXEZl5af1Ac4oV54jW1rlhVgliBBjgVpUlNJfeNN8q/K52PbsgW+M2bgfNttVV5rExBAo2cnA/pA6fL3y0mbM4fc9espiT9L4GefYdO4cZV1PBTyEMtilxGdEs3py6dp1WYYOPnoJyDHbYTQe7i7oz/v/x7Hn6czScgsINjbPHkYhBDXl1us4Ux6Pt5OdjjbW1NapsPRzgpXextKy3RsPJZCzLnLnM8qRK1S0cbPhRB/V4I8HXlzfSwHz+n38FOpVEzqF0xWQSnpeVf+gLK1ppGLnVnTQqTnFZNVUArogxE768rrLtZoeX7FYTYfT6OZlyMtfVz444Q+aevJ1DxOpuYBMKZnED2aeRhS0Tjb2TCgdSNsrS008lCcC2v/A+mx+t+BDy65boCTXpjOlO1TKNWV0q9xP94f8D5ONqb/XizYu5esZcsACHj/PRzaXTvdIPHvTH7/Wp+/LLiTN3c81s6oYCEt/gy/vPMahTnZqK2scPb0xsnDg/5jJ1o0wNGkFlB4OJ2ik1los4qxcrfD84FW9TbAAQlyLKb0/HkSH34YbUYmWFvjOW4cbvfeg12bNib/5aVSqfB8ZCx2rVpxccoUSmJPkDD6IYK++hL7tm2ve12AcwCDgwaz5dwWvjvxHa/3eR26joM/P4ADX0HoPTT1cuL2Nj5sO5nON1GJvDrcuHk/QojqlZbpyC4qxcflny/UP09n8PyKI4agoZxKBW18XbhUUEpGXkmFc1tPVswSb2utprRMx1sbYjmQkMUfJ9Io01VcKNvSx5m72vvRzNuJ/JIy8kvKKCzR4uVsS2tfF/zc7LG1UrPtZDqbj6fi5mBDt6YeuNhbU6pV6NPCi+beTizYeZb3NsdRvg7X2c6a21p5k19SRlJWITZWatwcbGjq5ci5S4XEXAnAEi8VknipELUK3hnZkQuXi9h5KoMnbgvm7o7m3ZrguhQFTm6AjdMh96J+L78HFoNL5Znxc0pyeH7b82QUZdDSvWWNAxxNSgrJL84EwOPhMbgMHHhtmRItO1fo99hq29efgWNDjBrBKs7PZ+0Hb1GYk41XkyDueva/Fh+5UXQK+bsvkrM5Ea6scFPZqPF8OAS1Yw3zE90gsoTcAkvIyzIySBz7CJqkJGxbtqDxhx9i37rypYmm0ly8yPln/qPfudbZmSbz5+PUq+d1yx9OP8z4jeOxVlvz232/4V+mgU866TegeyYKfEPZEZfOo0sO4GJnzb6XBuNUR+m3hWhICkrKeOjLfRy9mMOD3ZpwX5fGbDyWynfR51AUcHOwoVijpaRMh7VaVSFI8XW1497OjQn2dkKj1elHQVJyiUvNI7iREx+P7sLCnWf5KeaC4RovJ1tUKsgtLqO0TFfr/lupVXRr6sH+BH1OGm9nW0rLdOQWV5291tnOmk8e6sxf57P57Vgqzw9uxfBONyioudqFGNj8Epy/cjvHIxju+QyCKx9FTytI4+k/nuZM9hnc7Nz44a4f9MlUTVRy+jRJ5RONg4MJ/uXnSqcX7P3lDId/T8LF054xr/XCxoj5LIqi8OsHb3HmwD7cff155J1PsHO07IIRRaeQtfwERccuAWDfxgOHjo2wb+WOlWvl2yQpisKlS5dITEwkIyODoUOHmr1fxn5/S5Bj5iBHm5vLufETKDl5EpsmTWi6/HtsfGqWIruqNi78J5LCgwdR2doS8P57uA4Zct3yj29+nOjUaEa1HsUrYa/AynFw4lfoOgHu+RSdTmHwhztJyCzgjRHtGSdzc4SoFZ1O4envYvg9Nq3S82N6BvLq8HbYWavR6hSsrdRk5JVwMDELK7WKgW18Kr11oyiKYSS4WKPlpdVHKdMqPNYvmM6B7oYyWQWl7Dqdwe/H08gvKcPZzhonO2scba1IzSnmdHo+mfklFJSUEeLnyv1dG1Oq1XEkKRutTiG/pIzoK8ENwMvD2vL4bc3R6RSOXMgm6uwlvJxsCfZ2QqsoZBdqOJueT1ZhKaO6B9LWv47zjv21AtZOBp0GrB2g9zPQ/wWwrTwgyCvNY9S6UVzIv0Ajh0YsvGMhrT1M/8O0JD6exIfGoMvNxbZFC4K++hKbgGsDvMwLeax6+yA6ncKw/3SkWUfvauvOy8pkxzeLOBX1J1bW1ox5432LLAn/t+x1Z8nfkwzWKtzvaYFTD78q70bk5eWxYsUKLl68aDg2depU3NxM2/6iOhLkGMEiQU5+ARciIyk5e5Zmy7/HNijILPX+m664mIv//S/5f2wFtRr/N2bjPrLy5Y0HUw8ycfPEf0ZzMuNh6V36f/zTYsHRk8W7E5i9PpZWPs78PrV/vZvMKER9kl1YyuHz2Xg42tLMyxF3R1tAP3rz29EUNhxNYUdcBrZWal67px0/xZznbEYBA9s04v6uTepNhvGrg6Z/2xd/iW+jznFne7+6GYkxVXGuPkXGqc1w9Ef9sZC74a73wbXqScMv/fkS6+LXEeAUwOI7F9PYuer5jpXRFRSQMGo0pWfPYt+pI0FffIGVu/s15TSlWla9fYDLqYU079yIoU9fm2H5304fiGLjZx+gKSkGlYo7Ho+kY/idJvfRVHm7L5KzPh4Az4dDcOxY9f+3GRkZfPfdd+Tk5GBlZUWTJk1o1qwZ3bt3x8Wl8mX6NSVBjhEsdbtKV1JCWUoKts2aGX2NVqMjK7UAJzc7HF1tjbpGKSsj9fXZZK9aBdbWNPvuWxyu7Pb+bxVGc3q/DF/cBqlH9ds89JtKbrGG3m9vpbBUy/LHe9GnZfV/WQhxq9HpFFYcOM/czSfJLtTv/WNrpebdBzpwexsfRn0Rxam0fEP5D0d1ql1WXmGczDPw3X36HGDl+k2FQbOgmmXUmxM389+d/0WtUrPszmUm70cF+mDx4rRp5G3chLWPD8G//Iy1d+W/Q3d8f5Ljfybj6GbLQy/3xMGl6t/3cVG72fDpXBSdDv/WIQx+7Jn/Z++84+yqy/z/Pu32OnOn95JMeg9pkNBDlSqIgtgV6+5aV/25lrWsoouuDXVVQFQQpIVOAgQC6b1OpvdyZ+b2dtrvj5NMMswMBCSI63xer/vK5NzT7rn3fL+f8zyf5/NQVFP3us/xVJDrjJNtjWKr9pE5MkJ8vXU9fWur8Z3z6qm7vr4+7rjjDtLpNHl5edx4443k5eWdlvOEKZJzSvh7tnXQNYOmHQN0HR5msDPBSE8SwzCRZJGV19QxZ005ieEMDo+CzTG5RsY0TXo++1lijz2OUlZGzQN/RZrgs2zr28YHnvwAdsnOU9c+Rd6hx+ChT1h56k/vAkHgqw/u4w+bO1g7u4jbb1pyOj/+FKbwDwXDMHl8fx//s+HoaIVQqd+BZpgMxLOIAlTnu2kJJynw2rlhaQUXzi5mTtmbG6KfwitgmtD2otVBPBUGXznMvtJqSlx95qtuqhs6fzj0B36666dk9AwfnvthPr1o4q7gr4XYk0/R/ZnPgCxTdeeduBYtHLdOdDDNyw800bxzEAR4x6cXUDHz1UlA667tPPD9b2IaBrPOOoe1H/8XRPHN96IxdYPY+g7iz3bCKxiB97xKfOdXvmp0v7+/nzvuuINUKkVpaSnvec97cLtPb6XuVFuHtylM0+TACz3seLyNxMjYCgrZJqLlDF645yib7mvC0E0Uh8SSS6qZf04FkjL+iUQQBIq/8Q3S+/ajdnbS941vUvbDW8ett6RoCXPy57B/aD/3HLmHW2a/Fx7/Ioy0QsdmqFrBzSuq+cPmDp4+2E93JE1Z4NW9eKYwhX8GmKbJ5+/by/07LZGv1y7zLxdM5+YVVYiCwFce3MeftnbSEk4ScCn88UPLmFb05obm/+lhmlb5mWFYPae6tkKsB1qeh/591jol863+U55XT6kkcgkeaXmEe4/cS1PEcpw/s+xMbpl/yxs7tVyOgR/+EID8D39oQoLT3xbjgR/uRFcNBAGWXVH7mgQnFY3wxC9uswjO6nNZe8tnTgvByTRHiK5rQe1NAmCr8qH2JTFVncAV9XiWTZ7qM02TvXv38uijj5LL5SgtLeWmm27C+Ro+bm8lpkjOaYZpmBzd0U+kP02ozMPBTT20H1Opu3w2ZqwsoajaR6jCgzfoYN/z3bx0fxO6Zt0Makbn5b82c2hTL+feNIOSCTq7Sl4vZT/6IW3Xv4vYo48SvPE9uBaOvdEEQeC9s9/LFzZ+gT8f/jMfmPMB7LOugN13w54/QtUKphV5WVmXz0vNQ/z2xVb+32VT/aymMIW7t3Rw/84uJFHgk+fU84FVNfhPKpv99pVzcdlknjsywA/eOX+K4LyZGGmDxz4PzRvAUwyGZvl8nQzZAXPfCWu/A45Xj8hHs1FuePQGOuOWIaFH8fC5JZ/j6mlXv2Ed4sif70Ht6EAKhcj/4IfGvW/oBs/dfRhdNSip87Pm3Q3kl3km3Fe4s50nf/lj8krLSYwMk4pGCFVUccGHP/mmERwjo5FtiVqv5sgouRGcMsGr6nHNK8DUDIysjuSevDx8eHiYp556isOHDwNQWVnJDTfc8LYiODCVrjqt6apwV5zn/9hIX0t0zHJJFllxVR2zV5ciT2DYlUmqZBIq3pCDo1v7efmBZlKxHAgwZ3UZZ1xeg9MzPo/b89WvEr3vfpyLFlF19x/G3bSaoXHJXy+hN9nLN1Z+g6vlArjjMrD74HONoDh59sgA7//dNiRR4OFPrmJ26VS4fQr/XEjlNH75fAtPHeijwGtnS8swOd3gy5fM4COrT48WYgrHYJqgZSF8BPbeC9t/a7VgOBk2D9SeDcFqyK+DWVeC67W1H6Zp8q/P/SvrO9ZT6CrkA3M+wGW1l+G3v7ExLr1vP7FHHyVy330YiQTF3/gGweuvG7fe7mc62HRfE3aXzLu/vnxSzaVpGPzx/32OvqbG0WWSLPPub//ob/LBMXI6ubYYmeaIRWq6E2NTUiK4l5XgO7/qVUnNydi0aRPr16/HMAwEQeDss8/mzDPPRHqTupqfCqbSVX9HRAfTbH2khcZt/WCCYpeonpvPUE8Sp1fhrOumT8rkARxuBcexH9uMFSXUzA+x6b4mDr3Uy/7nu2nc0seKqyzdzsko+NSniK17lPTOnSTWr8d7/vlj3pdFmffMfA+3br+VOw/cyVWX348QqLTEeocfhbnXck5DIZfMLeaxfX188f69PPjxVcjS6et/MoUp/L0Qz6jcu72L5xsHKQs4qMp30zWSYv2hAXqjlnvwcf3N2tlFfPis02u49k8Jw4D991kl30NNlmGf8Qofnuqz4ML/BF0FLQ3lZ0zqVjwRWqItPNf5HB2xDtZ3rEcWZX5y7k+Ynf/GjU/jzz1H1y0f57hDomPuXALXXD1+veEMWx5pBWDl1fWvWlSy79mn6GtqxOZ00rDiLNr37WHZVe98QwTHNEyyTRESW3rJHB4eNfA7DjnkxF7rx14XwF7nR5rgoXkytLS08PTTTwNQV1fHhRdeSFHR26vz+MmYIjlvMlKxHH/6xhb0Y2Zc9UsKWXVNPZ7gG+8Aa3cpnPvemUxfVsym+44S7kzw/J8aySRVllxSM7qeUlRE3s03M3T77fR981vYZ8zAVj6WCF097Wp+secXNEebebH3Jc6afwM8/1+w9Vcw5xoQBL7+jtm8eDTM/u4Yv36hlVvOnnp6ncL/HaRyGr/a2MJvXmglkZ3Y2K4s4OQz508D02rBcMMZry68PG3o2mEZd1YsPbFM12DnHVZjyfk3WFqVrh1gc0PhjLf+HE8Vuga9u61IjZaB/gOw/35r2Ssh2aHhIpj3LktE/AavfWu0lXetexdpLT267LOLP/s3EZxcWxs9n/8CmCbus84icM01eNasRpDHT6cv3NOIltUpqfMzc+Xk2pZkZIQX/mi1gFj5zhtZfOkVb+jc9ESO1I5+Elv60Iczo8ulgH2U0NjrAsj+iU38XguZTIYHH3wQgCVLlnDZZZe9of28lZgiOW8yXD4b9YsLScdzLL+yjoLKNy8/X94Q5Lp/X8r2x9vY+kgrWx5uRddNzrjsRJO+/A9/iPj6Z8g1NdPxvvdTdfcfUE5i2V6bl2umXcOdB+/kzoN3ctbyb8KmH0PnFmhaD9POp9Dr4KuXzeIL9+3lR08f4axpoakqkSn8n8DTB/v5ygP7GDjWNqG+0MP1SyqIpHN0HOuUPaPYy9rZxW9q76fXjWg3PPVVOPBX6/+X/hCWfgiGmuGBj1nCW7DuWZvbIj0IsPh9cPaXrLYFndusdI/ihHnXQflSeLOFq8cFwSdDTcOBB2DvPdC7F2ZdAYtvhkc/a4mGXwmbF1Z92qqGClSC3WulpP7Gc83pOb6w8QuktTTTgtOYF5rHnNAcrpk2sZ/Ya0Ht7yf22OOM3H03RjyOc+FCKn72UwTbxFGQ1j2DtO4JI4oCa97dMGl/p3BHGw98/5tkEnFCldUsvOj1EQfTNMm1Rkls6SO9P3yi7YJDwr2oCPcZxSjFf1ulk2madHR08OyzzxKLxQgGg1xwwQV/0z7fKkxpck6DJkfXDKTT1WjuGHY+1c7Lf20GYNFFVSy/onaU6Kj9A7TfeCNqZ+eE+pyeRA+X/PUSdFPnvsvvo2HbnfDyT6FkAXzkORAETNNybH3yQD+1ITfrPn0mLtsUJ57CPw5ymsHDe3p4Yn8vhT4Hqmbwl2NtECrynHzxohlcOrfk9EVocimQFEgNQfsmy8sll7BIgb8C3AXW37Eea/LXMhYRGW6B3X8EfWxvK0oXQc8uwLSIgZYen9o5DlfIKql+JWQH5NVB5XKYebmlbendbfWzy6+HMz4Cvlcx/tNVaH/JMtzreNny2nL4IVABhbMtbczuP058bLDIi7fE6iFV0AClC2HRe8H95vhyZbQMv93/W7b2bSWajdIUaSJoD3LfO+6j0PXGneczhw7R/p4bMVKWPkguKqL6L/eOc7OPD2d4/Jf7ULM66XiObEpj4YWVrLx6Ymfijv17eejWb5FLpwkUl3D1l75OsOTUjQgzTREiDzehDZyIVCkVXjzLinHOK0A8hVYRk0FVVTZu3MjBgweJx+PkctbvURRFbr75Zqqq/r7O+FM+OaeAv6dPzpuB44I2gHnnlLPq2nrEY/qZXGcnLZe/AzOToeL2X+JZs2bMtp9//vM80fYEl9VexncXfRZumwdqEq7/gzX4ASPJHBf/+AX6YhmuXlTGD985f8oJeQr/EHh0by/fWneQvlhm3HsfOrOGz1/UMGkn7b8Zpgn3feBEFOaNomoVXPQ9az8v/veJ5XXnweW3QaQT7nu/ldq58mcWcXjqq8eIECDKMO9663wOPmTd369EXp1Fqo4rUUUZPEXWNqYx/qVlrNdrwV9pkZfCmbD+m5aQuGI5XPNrK1rzJkHVVf5w6A/sHNhJkauIzb2baY+1j1nnZ+f9jNXlq9/wMbThYdqufSdqTw/2hgYC116L77JLkYPBMevpqsEDP9pJf2tsdJk338ENX1uGYh//W2vZuY2Hf/QddFWlYtZcLv+3f8fpfe15yDRNzLRGcucA0cdawADBJuJaUIh7WQm2V9F7niq6u7t54IEHCIdPkFVZlpk3bx7Lly+n8E1uVfRGMEVyTgFvF5KjZjKouSxOr+91k4i9z3bxwj2WGr+sIcCFH5wzKm7r//4PGP7tb3HMnk31fX8Zs+8DQwd417p3IQoiD13xENXb74IXboWCmXDLptFQ8UvNYW78zRYME77xjtncvLL6zfnQU5jCm4wjfXH2dUd56kDfaM+oQq+ddy+rJKMa9EbTXLWwjLMbTsMA3X/AinDMux72/Mnqej0KAYrnWJFSh9+KvkQ6IW1168bhh7JFINuhcytINjjjw1C18sQu9vwZEgNW6id40hO0roIgjXX1zcZh8Aj4yk60M9BVq+1BNmZFX5o3WOmk45VLs6+y9t++6bU/qytk6WVqzrbOW01Zpd59+6x/6y+w9icdi/xqOejfD8XzTix7g0hraXYN7KIl0kLOyLGuZR1HR46OWafQWchH538Uv91PibuEeQXz3vDxTFWl40MfJrVlC0pVJTX33os0SQ+m5/94hP0bu7G7ZM573yy0rE5xnR9v3ng9ZtuenTzwX9/E0DXqlizjsn/5ErLy2pVN6f1hhu87inlSk1TXwkICV9Qhvopp7KlC0zSef/55XnzxRUzTxO12s3btWkpLS/H5fNgmSc39PTBFck4BbzXJyaVT9DQeJtzZjq6q+IuK6TlyiH3PPoWWzeJweyioqqF81hyKaqfhLyjEV1iEzfHqvgNNOwZYf+chtKyOv9DJ1Z9bjMtnQxsepun8CzBTKcp/+j/jqq0+tf5TPNf1HJfWXsr3lnwJfjwPMlG4+jcw752j6/16YwvffuwQsijw2/ctZfXbpO/OFP650RNJk+e2YZdF/uuJI/zy+ebR92RR4OPn1POJc+re3IhNatgiAjaPpXvJq4PD6+DBW6wIh7sQMhEr1bT2u7DgBou02E6v++sbQnII9v0FSuadIFRDzRYREsQTL4QTf4uSVbp9GkzpJj1NNcmO/h3c33g/L3S/gGqoY94P2APcPPtmUmoKh+zghhk34LW9OVrIvm9/h5G77kJ0uai+58/Yp00bt45hmGz6y1H2PtsFAlz2iflUzcmfdJ+D7a38+T++QC6dZvryM7nkU59DmkC0/ErkepMM/nw3pmoVtYguGe85lXjOLH3DEfZEIkFLSwsjIyP09fXR3Nw8mpaaM2cOl1xyCa7T3OX8jWKK5JwC3kqS07F/D4/+5AekopHXva3D66N63kLOed9HcPkmfooY7kmy7qd7iA9nCFV4uPJfF2J3KQz8920M3X47tpoaah58ANF+QlV/cOgg16+7HlEQeeCKB6jdcz9s+E/Iq4VPbBt96jJNk8/8eTcP7+lBFgW+fdUcrl96ehqPTmEKp4KfP9fE9584Qp7bxqwSHy82WWH1ZTV5zCj2cv3SSmaVvsn3dPMG+OtHITlwYpkggalbf9u8kLNKzmm4BN71xzdcFfTPBs3QaI22smdwDy/3vMzh4cNktAxJLUnyFWm2IlcR8wrm4ZSdFLoKuWnWTeQ53rweSendu8kcPYrW10/4Zz8DmPAhEawU1ZO/2U/rHuv3d+Y7pzH/vMl7PA33dHHff/4/4kODlM+awzVf/tYpRXC04QyDv9mHPpzBPi1A6L2zEN6gMF7XdTo7O9m1axf79+9H1/Ux73u9Xi666CJmz37jFWhvBaZIzingdJGc6EA/zTu20rJzK8mRYZxeH12HDmCaBp78EKX1Dcg2G5H+Ppw+HwvWXkbZjFmM9HTTe/QIXYf2M9TdSXxwgEzyRLM/dyDImps+SP3S5Sj28SHQSH+Kv/5wJ+lYjpJ6P5d/egFiJknzJZeih8OEPn4LBZ8e25vlMxs+w4bODawuX81PV30X4ScLLKHk5T+2KjWOIaPqfOG+vTy8pweAj66p5YtrZyBOUjEwhSm8WRiIZWgbSjGczKIbsKN9hN9uah2zjiDAd6+ay7vOOA3kW8vBhm/BSz+x/u+vsCI5sW4r6gGw4pNw7ldh++9g8BCc/41TMqg7jpSaonGkEUEQKPeUk++cPBLwj4ruRDcbOjZQ6illVt4sNFOjJdLCQ80PsbFrI1k9O+m2eY48Lqm5hKumXcW0wLTTog00DYPwT39G+Oc/H7M89IlPUPCpT06wvslT/3uAph0DSLLI+e+fRf3iyVOhh1/ayFO3/w9qJk2wtJx3f+tWHJ5X189owxmiT7aR3jcIBkhBO4WfXHjKpn3HMTIyQktLC62trTQ3N5NOnxAqFxcXU1xcTH5+PrW1tZSUlCC+RlPTtwOmSM4p4HSQnFwmzc8+cAOGPr7qYfaa8zjvg7dMSFAmQzaVZKCthfX/+wuGuqyOsLLdzoyVa1h13Xvw5I0dDMNdcR744S5yaY3K2Xlccss8ks88Tfe//AvIMjX334+jYfro+k0jTVy37jpUQ+Wry77K9SNhePLL1lPpR5+3HEWPwTRNbnvmKD9eb+XAL5pdzK3Xzcdjn6q6msKbj5xmcNszjfzy+WaMCUapL108g+p8N4/u6+Ud80u5YNYbMCRLR+DQIzDjUouUtG2CzT+3UjKh6ZbeZO89J8S8Sz4Ia79tlWWbplUZhQn+N95p/OjIUT781IcZyljtXmyijS8t+xLXTrt2zGSuGiovdL0AwFnlZ6GICqqu0pPsoSfRQ62/liL328eUbSQzwsaujYScIYYzw3xny3dIqIlJ13crbmbkzWBZ8TIWFS3Ca/OORmvcyulL92UaG0k8+xyJFzaS3m6VuLuWLsU0DZyz51D4xS8gvGLSN02TF++1UlSiJHDZJ+e/ai+qxi2beORH3wWgYtZcLv3MF3AHgpOub5omqZ0DRB5uxsxakRZ7fYDAO+pQCl89fWSaJi+88AJbt25FkiRM0yQWi41Zx+l00tDQwJIlSygvf+O/3b8npkjOKeB0RXLu/+5/oGYy1C1ZRkFFFYnICN68EJVz33h1kprLsvXB+zj0wgaiA5aoUrbbWXr5NSy9/GoUxwni1NsU4eEf70ZTDWasKObc986k65OfIrF+PfaGBqr/eDfiSR1i7zp4F9/f9n3skp0/X3w39Q/9C3S8ZDW8++DTliDyJDy4q5sv3LeXnG6Q77bx6fOmcePyKqSpqM4U3gREUyqP7e/ljpfaRh2HK/NcFHjtyMd+Y9cvreDqRX/j4GzocMfllsYmrxbWfBEe+RerNPuVcATgip/BzFPzMGmONNMabeWcinMQBZE/HPoDW/u2MitvFouLFrOkeAmiILJncA+fWP8JotkoAXsAm2RjIGWlw5YWLyXkDOGQHMiizIvdL9Kb7AWgxF1ChbeCPYN7RiMgdsnOV5Z9hSvrr6Qr0cWL3S+ysWsjpmlS7i1ndv5sVpaupMhdhGmaDKYHaYo0kdNzSIKEJEoookKNv4aQc3xJd0bLsC+8D9VQkQSJrJ4lmo2yL7yPlmgL8wvmc2ntpfhsPrb3b+e7W77LcGZ4zD4agg3opk5zpBmH7CBgD3Be5XlcUX8F04PTEYW3LoJgpNMM/uR/GL7jDst5GUBRKPn61yd0Lz6OdCLH+jsO0b7PIqUXfHAW05cWT7p+fDjMnZ//FJlEnPkXXMK57/8o4qu0PzA1g5EHm0htt8Z5W5WPwBV12Epfu2oqmUzy+OOPs3///jHLRVGkrKyMmpoaamtrqaioeEtbMJwOTJGcU8DpIjmGoZ+WbrFgsfSeI4fYePfv6Gk8BIAnL59z3vcRpi9bNbpex4Eh1v10D6YJF31kDpVlJq1XX4M+NIT3ggso+/Fto08nhmnw8fUfZ1P3Jmbnz+buM7+PdPsaSA/D7Kvh6l9Zfh8nYXvbMJ+/by+tYStfftPyKr515ZzT8pmn8H8fGVXn1iePsPHoIE0DidHITdCl8J2r5nLx3MndYk8Je+6BLb+0PGBqz4bpa60IzYb/HL9uzWoomAHDrZYxna8Ult/yqtGalkgLz3Y+i9fmZX94Pw82PYiJyYqSFVT6KrnnyD1j1i/zlFHoKmTXgBUhmhuayy/O/wVem5ff7f8dP9n1EwzTGHec49qTk8mDU3bis/noT1mTokfxvGrExC7ZLQM5IzfpOtW+as4sO5M1FWvoiHWwsWsjW3q3kNFPoXz8JFR4K5AEieHMMO+a8S5umX8Lsihjmubf1Y5CGx6m4+b3kT1qRaXda1bjWbkS9+rV2GtqJtxmoD3GoU29NO0YIJNUkWSR1TdMZ9aqyX2F1GyGh279Nu17d1FUW88N37r1VUXGejTL0J8Ok2uLgQC+C6rwnl0xzkgwl8uxb98+urq6GBiwSLGqqqN/i6LIRRddRGlpKZqmUVJSgt3+xlyO366YIjmngLdLCbk2nMHM6ciFLgRRwMhoIAqvauRkmiaNmzex8e7fERu0BreV73wPy6951+jgsfnBZnY80Y7Do3DD15ZB0wE6br4ZU1XH6XMGU4O848F3kFATfOmML/EepQj+eL1V7jr9Injn760Q/UlQdYM/bG7nG48cBOCXNy7iojl/42Q0hX8apHM6kiggCvCxP+zgmUMnBL0NRV6uWlTGtYvLCXne4OA83GK99v8Vdt89wQoCYMIF37IIT/9+iwDd8Odxv/WsnmVDxwbaom3ops67ZrxrNNqxuXczn97w6TGtAwArnXRSJdB7Zr6HSDbCxs6NxFUrQiUJEhdWXcjXVnwNj+3Ek/qR4SOjUZrjr1J3KRfXXAzA0+1Pk9EzLC5cTI2/BhOT3+z7DT/d9VNMTGRRZl5oHudUnIPf7qct1sa2vm3sD+/HPOaJIwoiVb4qvIoXzdTQDZ2MnqEj1jG6zitR6CokaA+imzo2yYZbcdMQbKDSV8nzXc/zcs/LGKaB1+blXQ3v4mPzP4ZNevuUHQPo0Sjt73s/2UOHkApClHzrW3jPPvtVt2nbG+axX+w93qqKYLGLCz80m1D5xFVcqWiEXU+uY/dTj5GJx5Btdm783m3kl00sSjZSKqm9YaKPt2JmdQSHRP67Z+KYPj6lFQ6Huffee0cJzStRXFzM2rVrqZmErP1fwRTJOQWcbpJjGiZqX5JM4whmVsdW7sVIq6R2DWCkNJQyD/pwhuyxLuWCTUKwiRgJFQSQ8xw4Zubju7BqUsKj5XK8eM9d7Fj3AABzz72QCz7yKQRBQFcN/vK97Qx1J6iZH+Lij80l+sCD9H75ywCU/eiH+C65ZHRf9xy+h//c8p+4FTcPXfEQRd174N6brNLY0kWWUaB/vBvndx8/xO3Pt+BzyNzxgTNYWDl5rnkK/9zIqDqbmsLct6OLpw/2Y5dFKvJcHO6LY5dFvnv1XM6sD1HoO0Xdmpq2+q6JihVpEURI9MOuu07oaAAQ4Mx/tUq5mzdYbr2mAXPfCVf/GnJJ6NgMNWeBbOfJtie56+BdfGrhp1hUuIgPPvXB0agLWBGVzy35HJ3xTn6z7zeohsrs/NkUuApQRIX3znovHsXDvz3/b3TGO/nmym9yeZ1lspnW0jzT/gyRbIQLqy58U3U0PYkeotkodYG6CclFLBcjkUtgYhJyhrBL4wlkLBdjW9821revZ3PvZso8ZaypWMPq8tWvKfrVDA1JkN52pqGWqPinxJ58Cq2vDyOZRAqFqLrrzkkjN8fR1xrloR/tQlMNqubkM+/ccsobgqPGqydjuKeLHese5MDG9eiqRXD9hUWc876PULd42bj11b4kw38+gtp3ooLMVuEleN10lILx2pvGxkbuu+8+crkcHo+HhQsXjhEKl5WV4fW+ea2E3s6YIjmngNNBckzdIPpEG2p3glxPAjOjv/ZGAgiKhJmbeF25wEnwqmnYaiY3C9y7/gme+c3PMQ2D5dfcwKrr3gNYQuS/fG87hmZy1vXTmXdOOf3/9X2Gf/c7BLudqrvvxjnHKhU0TIObHruJveG9LCtexi8u+AVK5zb487st4zJ3IVx/l2UJfxJU3eCdv3yZ3Z0RANZML+A/r5xDRd7b019hCm8dommVd/96M10jaYp8djqGU2TU8WkYSRS4/cbFnP96xcOPfg62/Xri90TFEg8Hq2H5x6w01HEkBqFvD9SsGZeKPRA+wE2P34RqqDgkB0uLl/JC9wt4FS8XVF/AvvC+cQZ051eez3+t/q9xxEI3dBJqAr99qvfb3wumYdD39W8Quffe0WVSQYjK3/zvmCKMk2HoBrFwhoMv9rB/YzdqVrcKOT4+D2kCchMfDrPht7fTtO3l0WXF9dNZevnV1J+xYkL5ghbJMvDz3RgxK20oh5y4l5XgWVWKIFqtdaLRKOFwGLvdTm9vL48//jimaVJVVcW11177T0NoJsIUyTkFnK5ITs+3t2DErR+uoIjY6wOIboVcZxxBAOf8ApQCF7nuhGXHvbAIyWdDG0hhagZyyImpGWRbY0QeaR69CSSfDdfCQjxnlSF5xj+l7V3/JE//6n8AuODDn2Te+RcBsGdDJy/eexRRFrj2i0sIlbrovOUWkhtfwD5zJjV/vX+UPDWNNPGex95DSktx7fRr+dryryGMtMGf3wMDB6yJ45Lvw5IPjDn2YDzLfz1xmAd2daMbJgVeO79//1Jml04N7v/M+Ld7dvPXXd1jlpX4HaydXcx1SyrQDZONRweZW+Z//SaT7S/B76z0DQ2XQHLQ+ltxQu05b6gnUmeskw899SF6kj24FfeoR4uAwM/O+xlnlZ9FRsvwox0/YmPXRmbmzWR1+Wour7scWZyqMvx7w0inGbn7buLPPUeupdWK2AQCaP39IIoUfeXLuJctQ6moGOMZdhw9TRG2PNRCX0sUQz8xNZbU+7nsk/OxTeAq3LR9C0/+8sdk4jEQBOoWL2PJ5VdR1jBr0odSLZwmfNdBtP4UcqGLgg/PRfKeGNMPHz7MunXrSCTGa6sWLFjA5Zdf/g8vHP5bMUVyTgGni+QkNvcgSCJKmQel0IVwrFmnrusMDQ0xMDCAaZoUFxfjcrlIpVKMjIwwODiI0+lk1qxZOI5VS+lJlehjraT3hUcjPYIi4j6j2OouWzS2tPLFP9/JlgesJ5ZlV13HqutuBEHgsV/so21vmECRi3f++xLEdJzm887HSKUo/9lP8Z533ug+nu98nk9t+BQmJh+b/zE+Pv/jCGoKHvqE1V0YLA+di78/rvKqLZzkY3/YweG+OB67zE/fvfD02OhP4W2LgViGlnCS9qEkX7x/H6IAP3/PIpw2mQKPnZkl3tefzoj1wo7fW+0RGi61CM3vL4GhJlh4E1zx01fdvCPWwf7wfqr91VT7qnmh+4VR/YiJyWBqkNZoKz1Jyweq3FPOXZfcxVdf/CqbejbxmUWf4UNzP/QGr8gUTgcyhw6RfOll9MgIeiIBmkZi4wsWoXklBIHS730X/xVXTLivSH+Klx9spmXX4OgySRYprvWx4PxKqubkjxP/mqbJ1ofu48U/3QFAYXUdF3/y3whVTN64Uk/kiK3vILmlDwwT0Wuj8BPzkQOOE/vcupXHH38csATEeXl55HI5VFVl2bJlrFmz5m2XDvx7YIrknAJOuybHNOnr62P37t20t7czODg4zl1yIsiyzMyZM1mwYAE1NTWIooipGmSODBN7rhO16wS7t9X48Z5djmN6EOFY9/AX/3QHWx+6D7C8edbe8i9kkxr3fHsriZEsDcuLOf99sxj40X8z9KtfYZ81k5r77x9z4xwvKwd4R907+I8V/4FNVGDTbfDMNwATys+Aa39rdSA+CdG0ykfu3M6W1mEEAT6/toFb1tRN3Zj/BNjYOMiH7txOTjuRkvr42XV84aIZb2yHI22w4w7Y/IsTpd3BGsuIT89ZHa0/vhmcgdFNOmIdpLU0mqGxvmM9T7c/TVus7ZQOJwsy8wrm8bUVX6MuUIdpmvSn+il2T14iPIXTi+TWrcQeWYcejWIaOraycnJdXSTWr59wfaW0lPyPfBjHnLlIPi9afz9ycTG2ivGiXzWns+WhFvY924VhmAgCzDqzlIUXVuLLd44jNsdhGDrP/v5X7H7yUQAWXnQ5q2/8wKTuxaZhEn++i/hznaO+N46GIP7L65Dy7IyMjNDW1sb27dvp7bVsAhYtWsTFF1+McgqOyP+MmCI5p4DTRXJuu+024vE4pmliGGP1B4qiUFRk6Q76+vrQNA2Hw4Hf7ycUCjEwMMDg4ImnCZ/Px5w5c5gzZw4lJVblUrZxhMSWPjKHh+DY7u21fvLePWM0jXVw4wae/OWPMXSdc973ERZd/A56jkZ48Ec7MU0458YZTJ/tpOm8863eVj//Gd5zzx1zrvceuZfvbPkOuqlT5injlvm3cFntZUjNG+D+D1p9rhQXrP685fgqnwi3ZjWd/3joAH/e1gnApfNK+MG183DZpkL6/5eQyGo8vLuHwXgWj0Pm+08cJqsZhDx20jmNeeUBfv+BpafePyrSafVTGjgE4Ubo3X3iveJ5Fuk57jJcsQwu/i8oXQhYFVDf3vxtHmh6YNxuZUGmIa+B9lg7CTVBsbuYi6ovwm/3Y5qWCLfMU8ac0BxcypSW7HTCNE304WEQRUS3G9Fmw9Q0hn73O2KPPobocCAXFOBeuQK1v5+h238FE01Toojn7LOxVZQjuj0IioxcWITvsksnTEWdjExCpacpwkt/bSI6YJHnqrn5rLiqjvzX8KNRc1ke+8mtlv5GEDjnvR9i0SUTR4iOf97Ig01W9AZQyjz4L67BUR+gqamJBx54gGTyhPBYkiTOPvtszjzzzH/oB0NVjdHf/wjx+H5mzvzum77/KZJzCjhdJOfWW28dzaVKksSMGTOYPXs2xcXFBAKBUSW8YRgYhoF8km+CaZr09PSM9hXJZE74UuTn5zNz5kxqamqorKxESBkkXugmuaUXUzWQgnZCN89GKbZSWDsfe4hn7/g1oiTxzq99h/IZs9n2aCtbH7Es8c985zRKdt/L0K9/g1xQQPWf/4RSNrZ6alP3Jr666auE01ZvlhUlK/jBmh/gT4ThoU9apoEARXPhql9A8dwxn+XuLR18/eEDaIZJQ5GX966sYs30AsqDUxPJPyJ0w2TD4QF2dYzQOZLmucMDxLNj3b3PnVHIL29cjE2ewNjN0OHgQ1a6yVNkVUA1PmFVSdm9VjfvMeXLAu01y9lWvZSDNoUim4+F6QyHBY3N6R48iodKXyU5I8fmns0cGj6EKIgE7UFUQ2VR0SIuqbmEs8rOwmPzoBv6aGTmrTSeey2kDxxAGxjAc/bZE05spmliJFMYqSRyMIjwBp/ujUwGQVEQTrOew8jlEGR5nFNwavt2Bv77NtI7LGdhRBHn3LmYmkbmwIFJ9+d7x+U4588HQO3qBkMncP312GtrX9d5jfQlee7uI/QcjYwucwfsnHPjjFdtqqnmsrxw9+/pb2kiMTJEbHAASVG4+BOfpWHFmZNuZxomsfUdxNd3gACBq+pxLylGEAUOHTrEfffdh67ryLJMUVERM2fOZOHChbjdp8/h+XQine4gHN7ASGQLQ0PPYxiWUeWyMx7H45lY5P1GMUVyTgGnrXdVNDr6t9PpfMPt6VVVpampiX379tHY2IimnZhMFEVh2rRpLFiwgGpfKUN3HUIfyiDYJPLe1YBzVj6mafLoj7/PkZdfwOZ0cdWX/oOy6bN44S9H2fdsFwBL15YR+u3nyR49iq2ujuo/3o3kHysWTmtp/njoj9y+93bSWppyTznfX/195obmWP4iT37Z6nclyrD0Q3DWZ8FzQoezrW2YW/6wk3DiRG+aqxeV8YW1Myj2n3qLiym8tchpBj2RNFnNoGskxa6OCA/u7qZrZKwfTG3IzaKqIB1DKaryXXzryjk4JmoeONRs6bo6Xh7/3smoPgu17hx2SCa/jx1gU//2Uz5nn83HD9b8gJWlK095m9OBXFcXudZW3KtWjU70pqYhTGAEl3z5ZTo+8lFQVQI3vIvir3wFPR4ne+QIudZWUjt2knzpJSv6AUj5+RT/v6/iveACci0tSHl5yPnWBK1Ho+Q6OtGHh4iv30B8wwZsFRUUffUrpHfuYuBHP0LyePBfeSXetWtxzGiY8JyMZBLB5RolXHoigR6JoA0Mktj4PKktWxF9XmwVlbhXLMe9ahWiw4GRSjFw662M3HMvmCZSXh6uhQuwT28g8eyzZA4enPSaiR4PBf/2r8ihELnWNhLPP48+MkLo4x/Hf/mpOU2P+Q4yGke39XPghR7iwxmCRS4GOuLox6r7AkUuKmflccblNdhdY0mjaZoc3foSWjZL9YLFPPY/t9K+94SFgN3t5srP/z/KZ05sgGqqBrENHaR29qNHrcKRwJV1eJZbxoG7d+/moYcewjRNZs2axdVXXz3mYfcfDYnkUVpb/4eBgccZTS8Abvc0Skuuo6TkahQl8KYec4rknALeLmaAp4JMJsORI0doaWmhpaWFeDw++l5lZSXnrz4X54aY5bkjgP+iajyry1GzGf763a/TffgAss3OFZ/9MlXzF7HrqQ5efqAZBLjspkpy//4htP5+7LNmUnn77cgF4ytdjgwf4TPPfobuRDcCAtc1XMcnFnyCoKbCun+Fw+usFRW35RC78lOjWomBWIZ7tnWy8egg29pGAHAqEu9dWcVHV9eR5357GYb9MyKR1TjQHSXgsrGldYifbmhiID6+aWLQpXDx3BKq8lzMLvWzsi5/bKPWTNQiNKlhcAWtKN+O38HT/2Hpamwey3QvMWD5Ls283Gp6mRpmwJvP94/ew4vdL45WNomCyKLCRcwtmEtXvIs9g3uo8FZwTsU56KZOV7wLh+wg5AxxcfXFlHjeekNKU1VRe3sxdZ3Y448z9MvbMXM5XCuWE7j6aoZ+/RvrQaKqClt9HUpRMXJREZLXw8APbsVIpUb3JQWD6CMjr3lMwW7HzGYRFIW8992Mmcsx8qc/Y+YmdzJ+JUS3G9eK5XhWr0YbGCS1ZQvZo0fRIxGU0lI8Z68h09hIesfOiVNGx8/F6cRWWYkej6H19E5+QFkmcM01hD5+C3J+Plp/P4mXXkLrHyBw9VUopZO7B58qdNXgwIvdbH+sjXRcHfd+xaw8zn5PA7585wRbg6aqrP/fX7D/2afGLFfsDs5530dwB4IU10/H5Zu4ctTIaAzdefCE/5lDwndeJd6zLMfsrVu38thjjwH/uJVSpmlgmhqiaCMcfpZ9+z+FYVgPP8HAcvLyziQv70y83jmnLeU2RXJOAf9IJOdkmKZJb28ve/fuZfv27WiahiAInLlqFfOj5WS2WZoe18JCgldPQzNyPPLf36N113Zkm53rvvYdSqY1sOGuQxza1Ivbb+PKG/IZ+MSH0YeGUMrKqLj9l9jr68cdO5KJ8P1t3+eRlkcAy1L++obruXn2zYR698P6b0L3sVC0I2A1M1zwHqtN9DHs6YzwzXUH2dFuDeQum8SVC8u4fF4pWU3HLkssq8mb6nB+mtDYH2d72whrZxeRf8xN+FBvjPf+diuDryA1dlnEY5fJc9uYXxFgWU0el88vnThSE+2Cl/7HEgqf7P4rypiGRqNNYahsAfLKzxBR7PQme3HKTqp91XhsHnoTvXxz8zdHWxb47X7WVq3lfXPeR4V3YqfY0w0jkyG9Zy/26dOQg2NNLk3DIP70M0QfeIDU1q1jiAoAoniiJ9JrwLVsGYHr3knvl7+CmbW+A6WqEnt1DfYZM3CvWolzzhyQZYZ+eTvhX/0KNG2U6JwMuaAAKRjEMWsW3rUXEn3oYeJPPIHgdFL4uc8ihwqIPvwwqS1bMCYoUZ4MgtOJ5PHgXLgQz5o1mJpGtrGR+IYNaL0niI1cVETJf/4njhkNqN3dJF9+mUxjI66lS/FdfPG46zgZjmzpo2X3IIEiF0XVPrx5Drz5DhzHOnCHuxIMdsSxOSW0nMFAe4yBthiDnYnRaI2vwMncNWWU1AeI9Kewu2SrUuqk8cgwdBLDQ2QSCToP7GX/s08T7mxHEER8hYVE+/tQ7A6u/vevTxq50SIZoo+0oEWyGPEceiyHYJcIXlWPc3YIQRHRdZ1nnnmGl1+2IpnLli1j7dq1/xAdv09GNjvA3n0fIx4/gNczi3jiAKapEwyuZFr9l/F6Z74l5zFFck4B/6gk52TEYjGefvpp9u3bB0BJSQlra89EfnYYDFBK3ASvnY5UZOehH/wnrbt34PD6uP5r38FfVMG939lGpD9FxcwgF74jj66PfQS1vQPBbqfwi18geMMNEzLxrb1buXX7rRwatvpn2SU710y7ho/N+yjBtpdgw7dg8LC18vSLLOv8ghM5WdO0tB23PXOUfd3RcfufU+bjw2fVYpdFDBPcxzqdD8QyOBSJ82YWTomY3wC6I2ku+8kLjKRUbLLI+TMLKfE7uXd7J/GMRvBY2N7jkPnI6jquX1IxsbbmZAy3wIv/Dbv/BMfbGHiKwF1INNbJOkXjr14fjaf4fU0LTuM/VvwHc0Nz3zLdjB6JkDl8GNfixaN6F21wkM6Pfmw0xWKrqyPvphvxXXIJieeeY+i3vyN7+PDoPgS7HcFmQ87LI/TpT+GYNYvef/8ymSNHyLvxRgLXXmOlsdra0PoH0Pr7Ufv7kYIBSr71LSSPh2xrK2pPD845c8aljU+G2j+AEYtiq60lsXEjg7f9GNHtJvSJj+NeuXLcPZveuxe5sBCl+ESVmKnrZA4dJvH8c6Re3owUCuFesQLn3DnIJSWktm8n9fLLKBWV+NZeOGmUxTRNci0tqD09GIkE7lWrkF7HeGoYJrHBNJ2HhokMpCis8jHYHmfPhs4J1w9VeFBsEr3N48eN43D7bSy5tIaZq0omNO87jlQsyn3f+gqDHW1jltvdbi779Beomr+IgbYWnB4vvoKJrTCyLRGG7j6MkTwRNRI9CqH3z8FWZomYw+Ewjz76KK2tlh5yzZo1nD2J/urthGh0N/H4fuz2QmTZT04dounod8lke8asV1x8FTNnfBdRfOsqwaZIzing/wLJOY4DBw6wbt060uk0kiSxet4K6nY7IW2ACL4LqrEvz+cv3/wK/S1HEUSR2WvOZ+bqK3n8ly1oOYOZK0s469JCer/wRZKbNgHgveB8Sr77PSTPeCGcaZq80P0Ct++5nb3hvYBld//vy/6dtRXnI7z8U3j221apLwLMuNSy1i9fMmYfm1uGuWtzG3s6o/idCh3DKRKvELO+El67zLLafFTdwGOXWV6bx4KKIEV+O9GUyra2EXTT5IzqPKYVehBFgWha5emD/RimydkNBYwkVR7Z00Na1ZlW6KEy30Wh105bOMW2tmEcisTiqiBLqoNvW0L1Wo0OB2IZmgYTxNIaM4q9fOae3ezpjOCySaRe4bB9RnUev755CX7nawxUI20w2GgRmoMPWdVQx5tJVp8FZ32WvqIZ/M/un/JE6xOjjSBtoo0afw2qoeKxeSh1l5JUk7TH2snoGSRBYnX5aj675LM45YlTCacKU9fRBgeRCwomFNkmX36Z4d/fgYmJmcuR2rYdNA3nwoWU/fePyLW10/vVr6J2dSHYbGNTQIIwmroR3W6CN96I98ILcMycOU5oa5qmFXGZRCisqTpa1sDhGf++aZjjSphjQ2l6jkYY6UuhqwZ2l0xhlY/K2XkT/g4Mw0SASUuh32yYpknTjgGObO7DV+CkYkaQgkov7oAdTTXIJlUcboVMUmX3M5007xwgGc1hGhNPQ3PXlKGqBkNdCZKRLKnYie9BEAVK6/3omlX6XVDppbDaR1G1D3+hc9L7wjD0Y8cz+cu3vkr34QOIkoTD4yVYUkbDyrNoWHHWpOmo49AiGWJPtZPaNQCm9UDpu6AKRAF7pRfRpRCLxdiwYQN79uzBNE0UReHKK69k9uzZb/gan27oepah4efo6ryTkcjmCddxOquZNfO/SKfbAYHi4qsmvN4HE2l2xlLcWDq5qPuNYorknAJOF8lR1RFk2Y/wFldvxONxHnroIZqamgAoDBVwlmMuwSbrx+deUYJtTYgnf3kbrbssMWewpIxV7/p31t/Rgmlag8rKq+uI3fNHBn5wK6aqYqutpfR738U5b96ExzVNk829m/n+tu/TFLGOXeou5YKqC7ipcDlFL/0cjjx6YoOqVTD3Wsul1jvef2QokeXnzzWztXUYuywiCJDI6pim5aTcPpSiYzg1brvJ4FBESvxOuiPpMf4tpwqnInHuzEIKPHYGE1lUzUCWBOaXB7h2sZVn390ZQdUNHIrEgooAAZeNtnCS37/UxuKqIJfOLXnV9NtQIovbLuNQJLKaTjiRo9jnQDq2jWGY3L2lnUf29nL1wjLOnVnINx4+yNOH+pld6uP8mUWcP7OI6UUecrrB80cG+dlzzew51mrjZPidCus+dSbhRJYtrcOE41mCbhsfPLNmfBqqdw+8eJuViipfAtFOOLSO4xVQPbLEY243zfmVJPNrEV352CU7z3Y+O9qwsiHYwNXTrubS2ktPe3uD9L799P/X98jsP4CZySAVhPBduBbfxRfhXLQIM5Nh+K4/MPjjH49PJSkKqOqYNJNSUUHlb36N5PcTffgRwr/+FfpgGKWsDP/VVxF897uRg0HUnE5yJEugyKoa7Do8TOfhETwBO2pOp2XXILGhDP6Qk4IKD9OXFZOK5nj+z0dIx1VqF4SYd04FJfV+ooNpnvndQfpbrVL5vFI3a26YTiyc4bm7j6BP8BsurPIy68xSfAVOREEgFc/RuidMy+5BbA6JmgUFFNf4cflsaKpOOpYDQcDmkFAcMja7hM0pI9tEkpEskYE0kf4UieEMhdU+ZqwoQbaJRAfT5FIaalYnl9UwNJOS+gD+AifhrgSbH2ymff/QuPOTZHHseR/rjXocoixQUucnr8RDf2uU+EiWs66bxrQlY9t8pGI5Og8Nk0mo1C0qxBM8teatuUyaw5s20rJzK50H9qFmM7j8AZIjw9icLt79n7eSX175mvvRkyrxjV1kDg+j9Z8Yg1yLiwhcUYcpWQ+csViMZDLJ9u3bUY/1sJo+fToXXHABBRPoHf8e0PUsg+GnGBp6jmTiKJlsH5LkQlVH0HUrjSkIMsHgClQ1gq4nkOUAHvc06uu/gKKMTTtmDYPvt/axPZqkyK7QlMxwMJlBBHavnE2h/c2N8kyRnFPA6SI5u3a/j0ymm4qK9+NwlNLTcw/pVDuKLQ+bko9iy0dRAkiSC5ezkry81UiSA11PIYp2BOGNi9BM02TXrl08/fTTpNPWJDOndDoLWotwmDac80LkXddAb8sR1v34+8TDg5TNmM2ss2/hhXtaAMgv93DezTPxDLfQ9enPjDqIus88E8/q1dinT8e1ZPG4qoycnuPX+37NHQfuGJ3gHJKDm2ffzAeKVuHa+murGss4KUpTvhTqL7AMBf3l1v+VV3+KNwyTza1DNA0kcCoS/bEMm5qGaBpMMJTIYpNFFlYEkUSBHe0jpNUTEYuGIi8ORWRPVxRFEjinoZCyoJOmgQQ9kTQDsSwhr53ltflkVJ2trcN0R9KTnossCmiveAp1KCJnTy9kw5GBUVI1s8RHTchFLK0xp8zP2tlFTC/yEkmrfOPhAzx1sB9BgJDHzlAii2GC1yGzoCJAoddB82BitDcYgCjARA+/PodMPKuNakQlUaAi6MRlk2nst8Tqv3rvYs6dMUGPqJ5dsO8+aH4WNdLO94Jejoo6a5MpijSdZ11O0qLIWak0gq+MhxWdbeJ4YedxLChYwOeWfo55oXlvWlj+eGpEKStDdDgwNc2KOgoC2vAwfV//BuZJtgsnQ/T5MOLx0SiM/6qrcC1ZjKmquM5YhiBLdH36M2QPH0b0ePBdcgnRs2/i6IEkiy+qpHRaECObRevrI0qAzsMRfCEnmUSObY+2kYrlqJqbjy/Pwb7nuyc8h9dCfrmH+FCGXHrySGZBpZeiah+KQyIdy9G0axAtewo98v4GnBS8mhCBIheRY5O+KAvMO6cCNaPRczRCZCA9Gqk5eT+l0wIsvKCSgkovTq+CoWsMtLVQUF2DYjs18mLoOv0tTeiaStmM2WN+Z6lYlPa9u2jbs5OmbS+TS4+/jwVB5Kov/Qc1CxaPe8/UDUzVQJAE1ME0mcYR4s93YZ703dhq/PgvrsZW4aW3t5dHHnlk1MzvOMrLy1m7di0VE5gRnk5MFOXV9TSR6A4GB56gf+BxNC0y4bZ2ezFFRZdRUX4zDsdri8HDOY0P7m9lSzQ5ZrlNELgg5OOrtaXUuE7tOz1VTJGcU8DpIDmqOsJLL5+DpsVfe+VjkCQ3Nls+6XQHipJHbe2/4nLV0N+/Doe9hOrqj7/uqFAymeSZZ55h1y6r7NGh2FmSrqVBK8FRHyT/ppkMD3Tzp//3eXLpFLWLljL3vA/y/J9byRzrgj5jRQmLVvhJ//anRB9+GE5ya7ZPn07Rl7+Ma9kZ426kjJZhU/cm7jh4x2jn5pAzxAfmfACfrmHv2sHZXQdxHBcoj7kYdihbBIFKy9m25iwonGX5qsR6IN5rkaCGS8a1lADQdANBEEYjIKpulUH3RDLkuW1ML/IgmCaxA08iOv146k8qNVYzlgGdKENeLYy0YbY+T3fcYH2snD5HLQU+F3ZFJJXVWbe3hz1dli6gvtBDwKkQTmRpGzrxhLewMsDR/sRrpt9eiYlIjNsmcfWich7e00M0rdJQ5OVrl8+ibSjJ+kMDvNgUHiVVfqfCu5dV8sEzawjZTYh1k/ZWk8pp5BODpmegb691XX2llj9N0zMApAWBfysM8aLrtVNGAgJnFJ/BitIVeG1eTNMkrsap8ddwbsW5r4vcGMdSQuJJlgvZ1lYGb/sxGDq2ujoSzz1P9vBhlMpKir/yZYb+97ektm4de51Wn0XRl/4dsaiY7PatxB5/gvj69RjxOIYgka6ah/PK63CtPJOSOv+okNU0TVp39tG2qYmieZUk4zrbHm2zPqcASy+roXJWPp2Hhtm2rhVjkhTLcdQtKsDQTQzDpHpOPgVVPmKDadr3D9G0cwBDN1l4YSV1Cws48EIPjVv60I4JZotr/Zx380wkRWT7Y20cfNHSQCy9tJqll9aMST+lYjn2buhksCNObMgieA63QkGll+nLilDTOi17BokOpknHc8iKiPNYn6RcRkfNHIvMpDXUnIHLZyNQ6MRf5MLltdG8c4CBdms8c3oVHG4FxS6hOCQMzaS3JQqmdY3qFhVyxuU1BItPpLd11SARyeLwKNgcErmMjpbTcXkV0ok4Tq+PdCzKX7/3dfpbmpBtdipmz6VmwWJ8BUUc3bKJwfY2vKEQnmAehmGQS6eJD4UZ6mwnm7Im1orZ81h0yRX0Hj1M+95d9Lc2j2FmwZJSZq85n+r5i3D6/Ax1tuP0+Smum3biXBM5MkdGyBwcInN0BDM3PmqmFLvxnluBUu2luaeNPXv20N7eTuqY8NzhcNDQ0IAkSdTW1jJ79uzTpr0xjCzxxGF0LUk2N8Dg4JOMjGxF15MIgkB+/tnk5Z1FPH6AaHQHyWQzJ5d42+3FFBdfhd83H4ejHMPIIIgKXs+sU5pzNMPk7t4hftDaR1jV8MkiX6opQTNNPLLEJSE/AeX0pPqnSM4p4HRFcm5v7yQT301F9E4Ceida/vU4fYspEiPYtTCx7Ag9WY3mnIN4qpUCdS+ldKMw8URYUvJOZs749huK8HR0dPDoo4/SfywaU2rmcU52Nh6/F99F1YTFbh74wTfRVZXCmjou/NgX2f3MME3bB4ATA9fsuTbsW58gc6SR1LZtGDErlC7Y7dgqK8l73/vwXz02L2uaJus71vPfO/6bjnjHmPMqdhfzsek3MDc6QPlgM65kGAYOQ3ysoG1SeIqgaiX07QPZAas+Y6VT9t0PkTarTFkQLZM5xQmBKrB7rPLm3X+E/v3WfpZ8AEoWwM47oWcXqqmjCQKyaXLIbmOrw0GRrnFBMo3DV0FixS3Y574TxZkPHS8R3/EXbGoEuwiUzCMz4zL2jHh4fE87C6dV8Y75pYykVJ7ZvIPC6H7y0y3sibl5uD9EX9aGgcjciiBfWl1IYfNfoGMzRv2F2M/+LIeHDfZ1R4mkVAzT5KqFZZQGnERSOXZ1RFjl68fWs80qvw5NI+UsoXUoRVn6KP50B0LxPIh1wSP/ApF2qFqFXjSX25vvY4tN5JJEijMyGQ7YbByx2ehUFDq9eXSikTZUHKKN9067lpeH9hHPxTmz7Ey8Ni/PdT6HbupcVH0Rl9VeNmnJdnrvXtSuLuTCQjIHDxJ/6mkMNYe9ugbPOefgXXshgiCQ6+xk+He/I3L/XzGzWSS/H+eiRbhXrmTwpz/FOMl3aiKILhdKWRna0BD+K66g8LP/xpHtgzx752GCJW7qlxSiZVUGj/TT221N5MchySKVs/NQHBJD3UmGusZXGxVWeUcn+ZNROi2AmtVRszpzzy6jrCHItnWthDsTrHrnNGrmTd4c1CIUOqaeID4cxu0PIikejm4PY+gm88+rQDpJ8N3fFrP63dW8NQ1vowP9uIN5o20K4sMZFLs0SghPRmIkS/fRIUpqg/hC44mxmsnQ19xIsKQMT57l39V96ADP3vFrBtqaCZaUYRg60f6+1w4ZTQCH24Omqmi58XYHBVU1VM9fRM3CJZTPnLic2TRNMo0jJF7oJtscGetFeQyCTcJe40No8JKplDl46CB79uwZ00BTFEVmzpzJRRdddNq6g5umzsjIZuKJQ8Rj+wgPPTeaWjpV2G1FhELnUlB4EXnBFa9rXtEMk6xp4BJFnhmK8c3mHo6mrOs+zWXnf+fUMN391nifTZGcU8DpIDmmaTL7mT2MZFWLMMsCpvO1maxdMFnqc1BKN5GYRXquztOJhx8FDByOMkBElt047KUEAkspLX0XivLa563rOlu3bmXDhg2oqooHB2fmZlBm5GGv8aMulXjo598hHY9hd7s5930fJVi2iG3rWuk8dMKvo6Tez4or6yjINxn8yU+I3He/pWE4Btfy5QTffQPuFSuQTrrJVV3lniP38Fznc8iiTFOkif7UiSZ6kiCxtHgpK0qWI6SGMGM9uHNpCuODLO/YgzMVBrvPijh4S2DwyKmToVdAA553ObnP56dJEYmIIhJQqOlkRIF+ScKYYCD0GwYuw6BXlrEbBjNUjbpcjhJNY0SUaLYptCgyg7LMjGyOj0ainF28AvmqX9C56Yfs3H83s7I5pqkqKnDAbsNlmMiY/NHnZb3LxXtjMd4fPTaZekth0U2YNWvYP3SAI4P7WKUJlCRH6NHT7E90sqivkZBhYAJJQcAt2REUJ2p6hP12GxtdThptNiTTxGsYzM7meNHl5IVTiNDkOfK47ZzbWFi48A1d5/S+fbS964Yx0b9XwnPOOYhOJ7EnnnjVUmvn/Pl4164l29iIUTOTg/oszIO7cO98glDQoOYnt6KFygl3JggWu0iMZHjott1jukifDIdHwRO0o+WM0RTLcSh2ifrFhQz1JBnpS7Ly6npmn1XK4Zd72f98N+H258gm9nHGlR9ixTVnjZk0dU3j0AvPMtjeSvmsOeSXV9HX3Eh0oA9RkpEVBVGW0VWVeHiQnsZD9DUfPXFsh5NpS5czc/W5VM2ZD4JA96EDNO/cSueBvWSTSZx+P4VVNcw++3w8wXx6Gg/jLyikuN6qXEzFoqiZNJ68EP0tRzm69WWrbUV5JYIoko5FScVjpGMxPHn5lE6fMSqw9RcVIys2nv/D/7L7yUcJFJWw9pbPUD5zDoahM9TZwWB7K06vj0BxCYIgEh3sZ+fjD9Oycxu+UAEl9Q0kIyPEwoMU100jr6yCvc88Tioasb7zYB7ZdBo1Mz515A0VcO1XvoWuabTu2k7b7h1EBweoWbCIyrkLSEUipGIRRFFCttnwhgoIFJVQUF1DPDzIc3f+hoG2VsoaZlI9fxFV8xbiDkxcrq4OpEhu6SXXGUcbSmMkTzJaLXHjmJWPc2YeSpGb4aEhdu/fy959e8cYvQK43W7mz5/PzJkzKS4uPq19pnQ9xf79nyE8tGHMckXJw2bLR5Lc5AVXEio4H7utAFWN0Nf/MLHYXrzeWQQDy/H55mG3n3rD5J5MjkcHo2wYjrE3nmZY1TAZK6nKUyQ+W13Me0tDKMcijPfv6KI7kuam5VUET5MH2hTJOQWcDpKT0Q0Wfutp0pmTojJuGckho8UsxmvkOZDy7VSG3NjsMu2pDAlMTLsEsjDqKZOnSFzjj9AQ/n+UmOPLKSXJTUHofLy+uQSDK/C4G1690mZggD//+c8MH3NOzTM9nKHWU2EvwrY6jyef/CX9rdagW1Rbz8KLLidUtYj9z/XSuK1/dNKYtaqE6nkh3B4Jn5Qg8fSThH/6sxN+HbKM95yz8V91Fe4VKxCdYyfVjJbh7kN381T7U/QkeohkI5Oes0t2saxoCfnuQgqdhSwoXIBPcrF9353kUmHOrTqfwkgXm3f+mmZBIxqswPCWEBBkXIiYosyIGqczPUinkaEDlRSTT6gnw6t4WFp8BoeHD492p349kE2TkG7Qd1LfpoWSl1YtSUSY+Bzen7eI2R07OaDFaFNkDtlt9B3TPsmmydxslj12O8axaNNcHLSRZUQAn66Tpxt0KTLaq/wO7ILMu2a+m+e7NtIV72Jm/kzmhuZS6aukwltBubecck85Num1ByfTNIk99hiZvfswdR17fT3+d1xO2/XXkz3aZLUJEQTkwkLLI6WggPTevQzfdReoKiYC4dA89FlLsS9ehq0ohJCMox7eh7ZnJ6GGYqZ987NITifZlMoDP9o1LtpyvFrnBBKYppv6xYWUz8ij48AQTq+NQKGLsoYABRVeBNFqZhvuTNB5eBhBELA7ZWoXFODwKMSHw7Tu3E7dkmWjE+Wepx/nmd/8DAB3IMiN3/sxgiDQtmcnw92dNG7eRKT/VYzwJoIg4AnmkY5F0U9yNA+WlCHbbAy2t57SbuaccwGyzcbeZ57AOIUmwJOdi8PjJROPjV3mcqNmM2PO7/XC4fGSTSYxj1XhCaLI3HMvZOk7rqXr0H4G21pYcvnVePNDmKaJNpAi2x7DTOu4FhcieWyogynU3iTOWfkIr2VrgFWdZmZO6NMwTbItUZKbe0eN+kY/pk3CfUYxnpWlyHkOTNNkcHCQF198kX379nHyNOlyuSgvL2fhwoVMnz79TTHyy+XCdHbdSTbbj66nsNuLcNhLSSQbScQPotjyyGUHSCSPIIp2QqHzcLvqyc8/C59vwRsqchnMqfy5d5gXRxJENA3NNMlXZApsCgU2mc5MjifCUSZ5VsAmCHy4ooBPVxbiPykl9czBfj50p1XY4nPIfOKcem5eWT2xt9bfgCmScwo4Xemqc259jqFEFkUWiaRU9NfI3Z8Mh0OmoMDFiFdiKKhgumUQBGrsBos8AktdaZbKzcT7/0gy2ThmW6ezktKS66mouBlJmvhpPZPJ8Oyzz7Jz585R1f9CrYaFWg32Sh/dvlY2PnEn+rH3XP4A885bS/0Z53HwxSgHN40dxG0OibKGILW1Mt7tD5F58QVyrScGZsFmw7V0KQWf+fSk1VkdsQ6ean+KI8NHUEQFQRBIqkkODx+mO/HaAk5REDHMUyMuAAF7gKunXc25leeSb89DNTUGUgPYJTvl3nJcsousnsVr8yKLMmomzd7ND0NBPtOmncFwrIf93S/RqSfoTYcJ2APUBmqp89cRkpzc3/wQfzr6F2LHHXtNkwZXCUcyA6PnGbAHMDGJZWMsL1lOQ14Dvz/w+wnP12lCtejkkHni6bfcFqQrN7krrs/mY1XJCpYUzENUXAymB9kzuAfd0PmXxf/C7HyrhNUwjVf1ojFNk8zevai9vdgbGsg2HmX497/HyGQIXHsNqa3biD/55JhtRL8fIxpFys+ndt0jo+Zv6XgONavjCdpJHGrk6I/v5rCyiBFVANGBIExMqlx+G6FyD8lIjqHuBE6vQtXcED2NI8TCx0TGAvjyFYY6HkXP7sfhm84Hf/wd7E47A20tdB8+wEBrM8loBEPXWXzpFdQuXEr73t3senIdDSvOZMbK1QiiSOuu7Tz20x+SScSR7XZmrz4PQ9fY/9wzmIaB3e0mm0ziLywiMTI8eq9Y5xqgdtFSOg/sJT4UpqimnvyKKkzTQFdVdE1FlGS8+SHyysqpXbgUdyBo9axrPMyhF5/j0AvPomdyGKaBZFNoWHEWVfMX4s0PkRwZoWXHFho3b0LXNPLKyhnqGpsKFiUZQ9dQ7A7qly7H4fUy3G21cXF6fbh8fhweL5G+Hnqbj6JmMxiaNhptcXp9nP/hT9C2ewf7Npxw/VUcTgqra8kmE0QG+hAEEZvDQd3iZcy/8BJSkRH6W5vx5odwB/PoPLCPwY5W6hYvY/aa89ByWYa6OrAlbUgDAo4yH5LfTnJnP7mOOHKBE8mlkD44hB45kXoSnDKOaQHS+8OW91exC//FNSCJVkdv08RIa6j9KfRIBiOro8dyaENp0CYZewVQZgQRZngwfTLt0R727t9LMpnE5/MRi8UYOcl1uq6ujoULFzJt2jTsr9H88/VicPApDh3+Cqo6/JrrKkqQ+fN+hd+/CNUwRyMnJ0MzTH7fE2bdQIRyh41ZHidzPNZ8cHvnIBtH4thEgaxhTHp5TsZyv5u1IT8rgx5K7QouSSSpGbgkEc8rGu/2RtNc8mPLhyvgUoikrHvjvo+tYEl13ilcjVPHFMk5BbwVPjmxjMpLTWFiaY1ZpT6ymsELRwfZ3x2jeTBBPKNik0RSqj76gzgZTp+NRIkD3SUjJDUMvw0p385sj5MaOU7I7Mada6Im9QgFx6I9dnsxtbX/SknxVZPmW9PpNOvXr2f7dotxh0wfy3L1lBDEPi9Ip97Itk0PkRi2ykFFSaL+jJW4AxWEu0Q0LUgy6iCXPkmM7JZpOKOY2jIV6cVHiT/xOFqf1XkXUSRwzdUA6LE4rsWLca9YjlJVNUZoejJM02TP4B4ODB0gnovTFmtjZ/9OErkEC4sWIiCwqWcTmqFR7atmYeFC8hx5iIJIJBshraUREPDYPFR6rShFha+CCm8FiqhgGgZqRwemYaCUliI6TuSStZER4k8+RezJJ0jv2Gn5pIginjVr8F/xDlxLlxL5y18Y/v0diH4fvgvX4pgzB7kghBwKIeYFGRhppWfXn6jwLsJl5hOO9XKwfx8lcYmSrAv/RRdhX7gASbS+o3uP3MttO26j3FvOvIJ51PprqfZXs6hwEXbJzoGhA+zs38ny0uVMD06naaSJveG91AfqqfHX0JPoYSgzRI2vhmJ3MWga2tAQclHRawofTV1HHxkh+dJLRP5yH2p3N/YZM9D6+8c1TtRFGxlHEBMRwdSRRZ3AZZdi2F0kH1+HNNgFCAS/89/Ylq0iMRKhcVuYo9tGRr1fjlfb6GoLauIhZLuXhlWfQHEEUbMGWk4nHY/T33IQLduNIAWQlGnIcpL6xWlyaatJYmxwgMTIMJ68fGRFZqT3RMStdvEZ5NIpug7uH/+BBYGZq9Zw+KWNmMdSZXml5ZjASI9FCOwu96io9TgWrbiMWQ2r2f7I/Wi5HCYmznw/cp2HgroaZq46G8XhwDRMss0jpPcNoSdU3EuKcMw84WVjagbpfWHim7rRwmkknx3BJmIkVIykiqkaGJKJc1YevpUV2E/S4hhZjXTbMNmmGFpbghwZtnY8RtaeYdV1N1Ixaw6pWBSby4UsKSAKpyR8TUZGCHe0U1hTi9NrjYfxoTC5TBpZseHJz8eM60geZVwkxTRNUjsGSG7vQw46sNcFkAudSG4FbTiDFk5jJFVynXEyR06hZYUiYqvwYqQ01L4T34FgEycUA78WTExyaMTcOaKVBj3CCG1d7eRepQWGKIpMmzaN1atXU/aKxsVvBlKpdo42fYdw2BL8e9wNFBVdjig5yGZ6SWe6cDmr8fnmo6ojqGqEQMElvJzy8auuQV6OJFngdXFdcZCIptOSyiIIcCCe5mBy4grDV2Kh18V1JXmU2RVkQWBI1RjMaQzkVCRB4NqiIDM9Ez8wG4ZJ40Ac3TCZVeJjMJHlw3fuYE9nhLllfv7ysRWs29vLns4I37pyYqfovwVTJOcU8HYzA0zlNBr7E+zpjPB84+CYapmToU7zodd4xrRKkIB3+KOcmfwFheoORAw8nhlUlL+fvLxVOBwTi0P37t3LunXrRm/2Ej3ALL2CCiMfxWknV6hxsOdFDjduGret3e2mYtZSXIGFdB21k4qeGDCcXoXiWj9OKYuwfzueF+/BfZIO52TIJSU4587FMWsWUl4QU1XJ7D+AkUrhPf98vOefNy7ldRyxXIy0mqbIPUFJNGCkUmSbm8m1tSHY7LjOWEquuZnhu/5AcvPmMaJWtXIGw7VnYSQSuBo34413IJrHSJwvgBFPIJgaIGCIMqKhMtnUYSKQchaQchfjjXfgmCQlF3z3DcgFBWQaG8k2HkXt7sZWW4OjYQZqby+51lb0aBQzk0F0u5FC+Thnz8a5cBHORQtxNEzcYDH58sv0fv3rqO0dqFWzMabPw924Gb23GymUj62sHPeqlYg+H7FH1pHeuxfDMNElB4o2VqdiOlyY0+aR7upjoHARXWVnoxqTh55FwbCukSmgq52oiQdBEFFca5GddejZQRBkHB6FxMBdGJo1IPuLinnnV7+NO5jH9ofvZ8sD96Kp4ychWbBhmDoG49MyDreHxZdeRdO6jQSUIgbS7cTMYSrnzKekvgFvqIDuwwfY/+zTo9tUzV6A0Z3FY/rpTTcTyQ2yYO2lnHX1e9n77Iu0HGliur2coBpEGj5WtYfGiJCkwPQhICD57XjPKcdeG0AfyRB5rHWMjwqAXODEXhcAIL1vcIwO5LXgnBvCVuUjtXsAtTsxoThWKXUjKBKmZmAkVYyUhpnTEZwytgovolPGVA3kgB1bpRdTN9GGM4g2EdFrQ+1Jkm2LItollCI39lo/9ulBtP4UqX1h0vvD6MMZBLuEoyGIeJIIWe1LkmuNjT8pwMAgLMTpF6PEhBQB001ReQmxWIx4Io6zyIurIkA6miQejzMkJEhoSVxuNwF/gCqxkJK4F2lhEDFgQ9ocI310hBa5j3ZjkKieQEUn3x2gIC9EQTCEN+hDc0B/LMzRo0fpH+jHmED3JQgCsiyTl5fH/PnzKS0tJRaLYbfbqa6u/puiNtHoTiTJg9s9jVSqhd6+v6LraURBJhrbTSy2G9PUEQSZysoPUVvzadoz8LvuMGFVI2sYLPC6WBHwsCOW5MlwjB2xJNlTyAwEZIlPVhaimiYHEmkOJNIMqRpXFgZ5f1kIpyQiCQIVjokfMBNZjf5YhrKAc1yaaSiR5cfrj/LInh5Gjj2Yzyv30x/L0B/L4nXIPPLJM6kOnd5O6lMk5xTwdiM5r0Q8o/Lwnh7u39FFRjXIc9t4sSkMQFGeE10AZBHdITKgCJg+BSNgw203mGnsZYG5mSVswUsCl6uWvOAqSkvfidc71m0zkUjw/PPPs2PHjtGBQDJFCkwf0/QS6vVipKCNIXs/6WSUXDxF+8A+BpInwuSevBCFNXMxzHoGOnwTij69UpI8j4rbYZDp7kUbDOMdacYXbcWRHZ6UMIDVN0cOBrHV1SE67GQOH7EaE773JpwLFxJfv55s41GrsaGuIwUDaAODpA8cgGNaAhOBjMMKmToywwzlzaK95mIy9jwwdLKOseFU2chSGlLRfSG629owdBuSFMQ8dqbO3Ag1M1zY7CLRph480Q5C/TvoEmtoKzkX1WaJrwVDpyzXSIAIgmCCPw9VA/3wfmQ1iTfeiTvVe0zMJ6DJDnTJjqImkIzj586Y65N25NNfuIRYsA6X14bHL0NfJ0J/J85MGDJpwqG5hEPzSXgsw0JbNkJp7yZCQ/ux5WKE8+eRdoZwpgfJ2v30lJyJavPiUlTyiuyI6QRpVWI45UB/RVxbVjJkYk9h6ElEeTpu+wzO9PtxCBDWTDqzBt2ZNrKJh8E8EaG0OZ0n/EqOVdKUTGsgFYta1TWAqCjoqkrQVkBt0SKKvbVo6QzpVBy/LYRbtqIahs1ELLHjmJtHKhUj0xfFb+ajdaZIJJIkhQw+04mnPg/F5UCP5XDNK8B1RjEH/vwYqZ2DFASrsKsOzGPuzyYm6QIYTI/QlO2mVbKqDAsMHxflFmAXFbQaBw8NbmQkF6fBU8WybD3b0ocZEGOsUhsoNK3zE+wSrnkFCA6Jpi0HaTX6GBBj5NDIMz24FSdqvojhlpAMAVmUUBw2QgUhFi1ejDmUZfez24i1hSnWg+SbHgQEDAzaPcOoQYnSunL8Qwr6vggAOgYCIPL6NBomJsJEd+ArTPsm2m5YSBAW49hEhcJFlXhkF2ZXivahHtpyvXRKYTLm5H5KrxeBQABZlgmHw697W7fbTWlpKRUVFdTX11NcXHxaekd1dd3NkcavAVZkPZvtm3C9vLyzmD7tq+j2Gn7RMcDPOgbIvcaUXGiTua44j2uKgjwzFOPZ4TildoUGtwNJELCJAlcUBiiwvT4RtGmaPLynh7s3d7CzYwTNsJyk6ws8XL+0goWVQdYf6ueul9uJH7PEcNkkdMMke+xhfFqhh1/etJi6As/rOvYbwRTJOQW83UnORPjdpla+ue7g5FWWkoBW7ESvcGP6bdhQWWOuZzUbqKYVESgvfw8FoQsRJTtez6xR/U40GmX79u3s2rVrTGmk07ThMu2ASYHhp9IIUWT4sbvtRI0wPQNHiaYHiKlDRHIDuIN5BEtrEWU/6ViMZDRKJq5iCjYkpQ5RqUMQxkYfJNHAJ8So1I/iM6O0+ZeSUmVK2p4ldNjSfORsPnI2H1lbgJzdh6irhIb2ohwzHjSBuLeSqK+GtLMQTbKjaGl0T5Ckr4KE4Ec1IphmCkkuAcGGCJhGAk3rJs+mUxYI0StF6RLDuAwby7UGlJzK3uH1DGQ6QA7hkSsIKB58sg2f7MZmD5K0g6qbZDQ7CdVGJAt2KU2ey2A4aRKVBeyShltQEVQTNZNEUdKYNp1cSkQTS5FsRScXq2EaSdCPoGvDmHoSX14RRUWlxMJBhtMWgTJNE1MfwND7EUQ/guixtkNDlMuP6Vx0FDGHaljfs6FHMPUBBNENSJj6CCY5BDGAIHoB8ZiQ0XopgogsZskxiMOtUzkrRNO2x/BnAthEJ8PZHlYUvgO/bayTa0fiMG2JfdRULsbh9/Lyjntxy34agsuwi040XUWyKbgqSklLKj09R2lSexhxidhMiXqjlCqjgELDz4AYpUMcxGu6mKYXY+fEAJ5DQ8cgJ2gckrpolHrJCSeiJH7DRZ7pIWi4qTIKKHDlkUqm6BMjRIUUMSFFTMkQFzMktTSm8ApCJ0hopk6BJ495C+ez++BehoZOuPpKkoR+TOyrmBLL9On0hhIMk6C4pJhUKkV7e/skN+zEcLlcKIoypprHIdioKChjMDtC5Jh+5vjxq0or0LIa3eEeBEGgOL8IUZaIJWNoqoZoCEiiiChKGKqOoek4RTt+t49IJs5gZhi/zcusugZkZEYGh0iPJNByGrpoYLolTJcIdonyvGKqpWKaB9vZ33+UtPbaqRGHw0FlZSWhUIiBgQHC4TB+v59AIICqqqiqit1ux+VyUVRURDAYJJ1O09PTw4EDB4hEIsiyjGmao9fa4XBwxhlnUFZWhqIoDA4OMjAwQH9/P+l0GqfTid/vp76+nurqajwez2mpftL1NKZpIMtW5GJoaCN79n7oWJRGwjR1VBQOez+I3V5MoRBFtVURtc0kJ3rpz6nc0ztMXLeIwpqgl3PzvRgmvDASZ0csxSyPg0sLApyT56XWaX9dvjvRtEosrRLPaMQzKpphUpnnwi6LrD88wJG+OAVeO9vbhnn2yODodg5FJKNOnBqcXerjixfNYEVdPrG0yt1bOkhmNT593rTRPoOnG1Mk5xTwj0hyAFrDSTqGUwjASCpH10iao/1xdndGxhjR2QJ2Ul4ZJAEjaMNVIDCT3cxmL7PZTwnd2JQg5eXvpazs3dhtlq+HaZoMDQ1x5MgRNm/eTDw+sbGhz3DixIbDVCg0/BQbATQzx1Cml2wqTCI7gGpkyRppUtqJULYoKdhdQRRHAE1zoWacIBUhiEEws4AOghtB9CAIMopNHONtcjIEQ8Mfb8Phc5JwFBFPpTDJIkpjJ1zT1NHSm9Cz2zEUO0KoGrejkDKpiJSQo1MYJClN8LRpQp1RxGytgnZxgP1yFwYGXtOJhIgq6CSEE4O8JKnougymMHptIkJq3MQpmSL6sQorxZSozwQRRBtROUPGMMjoaYoMG7ViJXE9SlgfJGtk0VCJp4fBDDHdVUSFGCJuJhkhwXDkCCOpDry2AmRvIf0uA5wuKtQgc4xqerQmOlLdxBMd2J35LLQtwKME6UgcJKFFaQgsxyF72DX4BAOZDgKB6Xh91bhsAWRTIpsOM5LsxCP78HuqiNhUUkIOGZE0KkNCDENNUZ1yM905h6NyP33iCBEhhQOFmXo5BgZNUh86Bm7TQVLIkBFe31O+LMs01E+nKlTOkQOHaR7pGLeOIAi43e4xZP04vIaDhJAd952cvG1hMERFVSVLl58BwB133DFq9gbg9/tZs2YNTzzxBLlcjmAwiMfjobNz4qaSkiQxb948ampqcLlc9PX1kU6nRydeTdPQNI1cLsf+/ftHKyDdbjclJSV0dHSM0Y8cj0j09/cTi02cJnqroCgKZWVlaJpGNBolkUhgmibBYJCGhgZmzJhBRUXFG65CMk2TbDaL3W5HVVWamppIpVLMnj0b5yRp7LcChqHR0fErWlp/Agjk5a3ENFQi0W0YRo6S4qupm/Y1Hujcx3/3eWjPvrqWaLrLwRdqirm0wD+OxBiGyYGeGM83DrC3K0pdoYfpRR42NoZ5qdmKaLlsMrUhN/VFHuyyRCSV44WjYVrDyYkONyFsksgtZ9dxzaJyKvKchBM5njnUzx0vtdE1kuasaSEum1fKxXOKX7VNzVuBKZJzCvhHJTmTwTRNtreP8MctHTy6t5ecPvamMu0ierETI+TA8NsIKHGWmxtZy2MUCcOEQudREDqfQGApDkc5giCgaRrt7e0YhoGmabS0tNDU1DSm8mAy+AwnBaaPAsNPrVyA4VAJD3aSSkVQjRw5PU0kN0jGSBK0FWETHfSmW8mcZG4liC4QPAiiB1FwYFcEHIoNh8ONqSloGQFBdCEp5aD3I+aOYJMU3J4iMh4HPVqYrGhiipI1qRkmMTmHOXp/msdeIpjgVxQKgh7K5ELaYv10pIZwuyN4fYOIgoFhSDgcCVzuEURBx0TENCREBJyuCHZnAlW1EY0WEY0UEYsVknWK9AULWGzfQpnvCKpqJ5kMkkoG0FIhhpJe0ikfpjnRJGCiKBlEUSebdXM8aSWKGn5fP15niq7+agzDekJ1mDIZNCbKPBQaPgRNo19JgQBFhp8ZWhktUj99YgRV0MG01lNNlRF58nYWFo7/vv62cL8sSrjtbkTTEsDPjBejByU6SxO09nWQyQxgszmYNm0hPT09DAwMTLqv6upqVq1aRU1NDbIsk0ql6O7uZnBwkM7OThobG0cjAQUFBVRWNuFyb8Tjfg+lpe/E5/Ph8XjYk8hwf/8IHywvoNZlZ3h4mF27dhGNRq0GuKtXEwwGGRwcpK2tjXnzrNYV999/P01NTcyfP58ZM2YwMDCArussWLAA/6t0FT8Zuq6zf/9+crkc8+fPx2azoes63d3dtLW14XQ6R5ebpkk4HKapqWnUYRegu7sbQRAIBAIoioKu6xiGga7rCIIlRI7H44yMjOD1eikvL6erq4vDhw+PalQcDgeyLCPLMpIkIcsymqZx4MABWlpaKCsrY/ny5ePKqHVdJ5PJ4HK5Tini0JXJsT2apDmVJWea3Fjkwqe34XJWoSiBU7pmbxZyuWGGhp4jm+1DEGSyuQGSiUZULQImmBhkDREdUPSh0TRUB5U8w0W0UcMgRfgljcWhGrZF03RnLRJfZJOpddnpzOTwyxJVDjteWcIhCpyT5+PCkI+nD/bzk/VH8TsVFlUG0U2TzuEULzcPMZScXCT9WnAoIh67gs8hIwjQOZwmpxvML/eztDqPkZSKIMDH1tRSX3h6jAzfbEyRnFPA/zWSczKGkzke3dfLYCxDOJnj8X19jKTG3iSmTcTIs2MUOnAZCZRMhqrCbuZ59nOWrZnq4AwC/qX4/QswTR1dT+PzzUWSXCSTydGwcCwWo62tjZ6eHiRTQFd14tmxTw+SKVKnFxEw3ThQEI6xjKygkhU0slgDQZ7hQTcy9Isx0oKKW1fwGjZ8og+v4MGOgmLKmIJJmhxDYhwNgzzTg82UiQlpesRh2qXBSSMEoqhRH4iTX9KJ4W8kLAYZZBpuIYUWGSGr2VFEldZYFbuH5mKXcswOHqLC041DyfBY70Xs725AlE0CeXE0TSKZcOJzJlhYsAeHmCGcCTGgFTKoFRCNehBSOvhELqh6jnKzg45EBfn2YSo83dgDGp1iDcQMervySaWDpA03wYoRssV2SrRO7MNJ5JwD4mX4fC0UFx7GJ8QAEzXlo/PIFWhKJ/n5nchyDtFUELtXIebqyYZeJmdvI5EMEo+FiKtuBFPGIb7SIdbAZsuQ1RV0m0pFfiuK3cfu2BLSWTvznLtxmAnC0RryAxFqpr2AbqocHr6MhD4fOb8WNT2Cemg7ipajYVYDsxqKiWHS09cIkZcwKcE77Qaq8vMREjFcLhelpaUgSqzrbaPEZrI0UEFCEHmoP0wy/DhlQz9EIUfGMZ+6/Pk4xCW0thq0tXVSXFzM8uXLCYVCGIZGc7SZ9YO91PurWVVYhUsUSSYbicX2EU93scdYzosjbm4oL6RMe5QHmx7iWc5nGZv5wNwP4PU08EDnAb7UGkQb1nEVydxWm+OSymWIooxpGqjqCIoSRBBENC2JYaSxnRQFNQxjdNJX1RFS6S42ZSpoSmf5YHkItyRhmCZpXSc18iyx+H50wYndNY3KwnMBTlsbgLcKmpZgeHgTieQRQvln4/PNI5PpJRLdjs0WIiP4+X1nDw9EHHRqY/UbXuJ80Pw5JfSSsU2j234mUamYEqOVWrOZ+f4gbnc1hp5BEES83jl4vbPH2Gboeprh4RcxTI2C0HmIog1dT5FINJJOd5DOdJJOd2IaKnZHMbqWJBbfRyy2F17ho6UjYiJgIvAoV/Ag16AjU0MzASFJ1jGT/ZnJXX4DssQ7Az7MljgD0QzxjEYiq5HMaVTluVhUGSTktXOkL87vX2qbdD8eu8zKunwWVwU5OpCgsT/OosogF80pxmOXiWc0GvvjtIaTGKaJTRJZUp3Hyvp8fI6xaTrdMEnlNLyO02deeLoxRXJOAf+XSc4rkdV0nj08wIbDA7x4NExPdOI8uimC1uBHLBBZwSZqbK1IosEQIeL4mC8e4ZLCQkwpQLfmoNJbRKmvDl2Lo2kJ/P7FOJ1lxOPDdHUdpr8/x5HDh+ntm1h4dzrhcyaoK+vC40siKSbdaj6/bL6AhKZQUDDEUCaPoW4fpgGmW0ZI6wiT5KBPJ0xJwPTICNHx1VpG0IYQUxEmc+QC3PYk1YEBzq5Zj9uT5a+HL6W5u8oamGUBJQhF7gEyUYVYzI2qWQNbYTAK+QpD2SCGCsX2ARyZKB2DZeiGBMcc9o+fkyAYuPJV4q4AgmmQnxogFnGj6WNz8IZTwsy3Y3gV7INxjLB1TUWbge61YSgKpk9hZnWche4EZqqA9TGdHmcemCbV6Wb6B/PQBw0ryKYIGF4Fo8CB5Beol44ywzxIKJ0m4wlyWKgja4pkTJGmcCVSVwq9zI1QoLBS2M6ckRc4bMxiu205cXfQMidEY6G5je0swzzmE1RptqGQo22wDPlADCFnoBfYURfk4xaS5JsmXqmfgNFNvdBClThMv24jiYdylw/FPY+n4n5aNC9FdielikZB/EEa9XK2CcsBqFESXORo5K+pWfTrDorMXpyk6aQCXZdw7xlEUWHF8iGmObtYEaqg1pYjHH4SQ0/j8C1mJ0t5PFGAW4L3BbqZ4XYSDK6gKQPfaWpDNUWuKCqkwiHTmejDYYxQI4UJucuQXbPxyqCljqAoeTidk5dGm6ZJLjdIOtPJcKKNB/rCPJf0USLnOMsv4xAlBlSD7XGdRtVPjS3LmQEneZmtyNGn8JphQOAQs2hS1hBXU6SxM6AX0BqtJiM6wSYhOKFGaKGcTtqooV2ofdX7Jd8cZBpHGCJEDCs65hXirFJaWeGKYqjDmKkDBEzLTsDpqMTrW8jR8DaihkIOGzIaeQyRwUEz9STx4CRNmAIa5TOICgWYJiSxM6Q7MBCQMNEnKY8QgUsLAqy0O+jqiJIFjIBCsaLgiKr8zzNHR8W6r4X3r6qmrsDDvq4oTptEoc/O4sogi6qCKNKbL5L+R8UUyTkF/DORnFcikdU40hfjyQP9bDgygNMhk9EMjnaPz++bNhHTIVmOzIBkahimiCkIoIgoNpX8QJTq/E5C8jBB2cSl9+A3h6m3ZSj11RCNNhLPDbM7s4KuRDnzhFYKFBWJ2cjyDGwulYSeJNmVJJsZprysB4czQibjIJ0WMcQUuqGSyVgiT7sjiSwL2GxlCIKXwUSMEclGlCAp3U6Ju5+cOUyXXk44k084FqStq+yVD2njP6tyrA2HYWI6JaQCJ6ZuYoxkEVIaQtZA9ttYs7iEQptCU3cMl12mMORid3eUlo4oiAI2l0yB20a1x8HamhDLywP82/rD7DkcxrRLGF4FIasjxlSEzIlSaD1kxwjYrON0noiGmW4ZUxZANRCyxoSkxxSs9cTEqw+mx7d8tViBKcBxyYoRtGEKIA1PHC437SKGV0HSNIjp466xKWB5tbzinI+nDCeRxkx8LFHACNgQEypCzsDwyOQW5SOYIDdGkfqPkXcRcovykTqSSAMnCL3gFQnVxeksmAYCiOEsZRGVgeE0pHXr+r7i/PV8O0JGR0xqmIpoGXTmrNSeXutFL3ONsXOYCJKp4SJJXJgkZWWaKHuGR89fD9lRF+WDICCYOh4SmAgkhLHjlGAazGYfASHKFpaj8tou1QIGeeYQRfRRJieoc0jUOGUOpUy2ZwKopoANjawJadNOGidxfGSFSaIVhokQUzFdEthOpK3kkRRKb5qcw4bpVzAVESGhoRyNjfnN+x0a84pjVHo7ccgJnhpZTdeQCLqBKEJRiU5lUZRBs4CWrJuMooBpIo7kEHI6ht+GEbSNOTZAiGEKCBM2/QyThy5MELXQTaTOJBgmeqUbJAFxMIMYzSGkdUy7hF7iBMFa7tJMVgY9SFmDg30xkhkNwzBxyhIuRaJjODX+GMcwv9zPtUsq8DlkfA4FuyzS2B9nT1eURNZyZr52cRkXzZnY7mMKYzFFck4B/8wkZyKYpsnvNrVx2zON1k3H6+uVZwKmUwKHBKr1FG7k27H7NYwRAyNsjBncwPJUUWwaatBJzuXCHRnBoaaoL2ynsGCIZqmBhOBmmnCUQqGfPkqICgEMQSSbthEfcRJXPUQ8IYThHFJ36lUnbzlkY36Vk+4eHbdN4oYzKllTHqR5MIHfqeAKOYjoJoZpUmxXmO52IAD9OZWcYWITBQptCtIbTCdEVA0DcEsiEVVnKKeSHslyqCfG8to8SvJcJHUDHZOBgSQP7e7l3BmFrKjLQzympTBNk65klnXhCBsGYxztH2GkMY4wYKWfJEXk/HOquaRKR4518FhHMc3DOVx5DrI+icNoZNIaRT1RnMkUtb5hvE6Nw5kaYjgpr/Izq9TLGQ4noiDwYDROVyZHUcbEGVNxZ2MkNJFG0YrIXDu9iIsLfBQa7QwO7eKJQ90cDocYTJXj8AbJa8jD5VbwJXQc6SjR/pdY35JH+7CVppDtBrJgkslYk5TTIVFZKHPdTJ2qwjpaYzJ7O0bY0jTEQHx8E0aHXSCnmhiG1b29rsDD0YETui5TAJtbgbSOekynJgqW4Zw+gaBdFAQ+sKqaxVVBPvmnXa/pWO7LsyP4DHRDRxjWyGZM8jzD2FwqcUqQZRfz3Y24zW5eSC0jbjhYWRpmuS/B9vAcBuImsm6yq83SeSGAYUgEqxRGNAk9a4IBgmogpDVEm0BdSR85l4OWZJlFvlMapixSnD/EtGAzTZ4ZZHU7jniStOllSAxgaiZCxsB0SRghB0I0h9SbttLWpS5MlxWRE/vTyEdjmB4ZvcIDWR1pKIPD1Kh2gew16fMoCDkDhlWSXQbZDICJ3Q+G10FGE5H6Jtd0+V0KfodCfywzWn78t8LukVB9CsgiqiBgHifVNktvJ2Z05KwBGR1TAM2nIEYsMgOgOCQUm0Qq9sa1L4IAy2vyEQTY2xXFoUjUhFxcOreEm1ZUI/2dxbr/lzBFck4BUyTn1WGaJiMpld5omr5ohoF4FtUw6cnmKHAo+CSJgWSWAwMJtrUMMThyai6bglPEyI5/Yn6zIPpkdM1EMMBuk3A7ZfwBBwtqgnz7zGm45De3h8rbAaZp8ted3TzXOMinzq1netHk4kHDNMkZJo6/c+i7aSCOLIpU5VsC1URWQxaFSXvcmKbJkf4429pGqMpzUZXv4qN37eBwn1X9t2Z6AV+6eAbV+W5u+PVmdndG8NplfnbTIs6qCxFJqfzqhRb+tLVj1F3c71S4ckEpi6vzqMl3E3Ap5Llto2Wwj+7t5Y6X2rhoTjFXLSyjcyRF53CaAq+dvV0RfvR0I6ncG+wVNQH+65oZpLI5vrGu5W/az2vY26DIIuoryIXDK1Dokejoff09qjx2mcQE6Zg1s4twCQJH+uKkcjqSKPCupRV8eHUtDkUiq+ns6YyyvX2YI31xBuNZFlQEWFIdxO+00R/L8Ned3ezvjuK2SyiSSDiRRTNMFlYEKPI52NkxQmP/6+vEfTKKfHYcikT7scpUn0Pm0nmlVOQ5OdAd4+mD/SDA6mkhpv3/9u41NqoyjQP4f+5MKdOWTpkLtF1LgW7phdDKOJuAbtrFkGZD1GyalQSiWQ0RCSohtl9E+QAkfsFb0MQP+sENUqPRDchaa2widje0MLay2FAo25p2poVlLh06M52ZZz+wPetIS1HK3Pr/JSeZOe85k/f0mafnyZn3nNeyBPG4YOliPVZbl6Ao1wCdRo1INI5gJIr7zIthMSVnFu6FbsEUOW+99RZeffVVuN1u1NbW4o033sCGDRvuaF8WOfNrPBDGlWtBuH0hmIw6hKdi+Kx3FOdH/agqycfvK4rwh/IiLNJrcdx9DX93ezERiiA6MQlbUA1NSDBl0mB4ago/DgYweT0EDQDIzflY5H+Xlqa/sQa9BqXLl8Cca8CEL4xCow67G1ZhfcnNuYAyffAmzS0QmsJf/zmEdcX5cJQVKuu9NyI4dmYYjb+1oHxZ4sBWEcGoL4QR7ySqlufd1cSBI95JdPwwhjF/CJFYHPWlS1FamIN/jfgx4ptEjk6DaFxw5VoQwXAMxQVGhGNxfHPxKibCUfxuZSEq7XmIxeKosJnwQFkhRAQHT17AD+4Aqpfn4TfmxTBo1TAt0sGeb0S/J4C/fTeCiVAU9xUtxn2Fi1FamAO3P4RvLl7Fdz964fHffMT/yqJc5Bl1CIajyDVoUbTEgLND1+Hxh6HXqPHHWjvGAiF8M3BVySu1CvjLxjJ4b0RwoncUywuM2FxpRWGuHr7JKXRfuQ7XsBfLTAZU2kzYUmXD5rUW/CcYwT8uX8Pl8SCu34hg6zo76krnd76i2VwPRtD97+u4PD6BYDiKSExg1N0c4O2bnEJcBLY8I+z5i2DPN2IiHMW5IS9Mi7T484YS6DRqHO8exlQsjj/VFyP3J896mYzEoFJh3ieYpLuzIIqcDz/8ENu3b8fbb78Nh8OBI0eOoK2tDf39/Vi2bO7p5FnkZK7pry0LGaJbXZsIw6DTJJysp8Xjgh/cAVhMBhTm3py2YDwQRu+PXlweD+KBskJUr7iz292JUmVBFDkOhwP3338/3nzzTQBAPB5HcXExdu/ejZaWljn3Z5FDRESUee70/J2x96NFIhH09PSgsbFRWadWq9HY2Iiurq4Z9wmHw/D7/QkLERERZaeMLXKuXr2KWCwGiyVx9mmLxQL3LM9kOXToEPLy8pSluLg4GV0lIiKiFMjYIufXaG1thc/nU5bZ5pkhIiKizJec6ULvAbPZDI1GA4/Hk7De4/HAarXOuI/BYIDBYEhG94iIiCjFMvZKjl6vR11dHTo6OpR18XgcHR0dcDqdKewZERERpYOMvZIDAC+88AJ27NiB+vp6bNiwAUeOHEEwGMQTTzyR6q4RERFRimV0kdPc3Izx8XG89NJLcLvdWLduHU6dOnXLYGQiIiJaeDL6OTl3i8/JISIiyjxZ/5wcIiIiotthkUNERERZiUUOERERZSUWOURERJSVWOQQERFRVsroW8jv1vSNZZyok4iIKHNMn7fnukF8QRc5gUAAADhRJxERUQYKBALIy8ubtX1BPycnHo9jZGQES5YsgUqlSnV3Mobf70dxcTGGh4f5fKEUYhzSB2ORPhiL9HEvYyEiCAQCsNvtUKtnH3mzoK/kqNVqrFixItXdyFgmk4n/RNIA45A+GIv0wVikj3sVi9tdwZnGgcdERESUlVjkEBERUVZikUO/mMFgwP79+2EwGFLdlQWNcUgfjEX6YCzSRzrEYkEPPCYiIqLsxSs5RERElJVY5BAREVFWYpFDREREWYlFDhEREWUlFjmEo0ePoqamRnlgk9PpxOeff660h0Ih7Nq1C4WFhcjNzcVjjz0Gj8eT8BlDQ0NoampCTk4Oli1bhn379iEajSb7UDLeXLF46KGHoFKpEpadO3cmfAZjcW8cPnwYKpUKzz33nLKOuZEaM8WCuZEcL7/88i1/54qKCqU93XJiQT/xmG5asWIFDh8+jFWrVkFE8P7772Pr1q04d+4c1q5di+effx4nTpxAW1sb8vLy8Oyzz+LRRx/F6dOnAQCxWAxNTU2wWq349ttvMTo6iu3bt0On0+HgwYMpPrrMMlcsAOCpp57CgQMHlH1ycnKU14zFvXHmzBm88847qKmpSVjP3Ei+2WIBMDeSZe3atfjyyy+V91rt/0uJtMsJIZpBQUGBvPvuu+L1ekWn00lbW5vSduHCBQEgXV1dIiJy8uRJUavV4na7lW2OHj0qJpNJwuFw0vuebaZjISLy4IMPyp49e2bdlrGYf4FAQFatWiXt7e0Jf3/mRvLNFgsR5kay7N+/X2pra2dsS8ec4M9VlCAWi+HYsWMIBoNwOp3o6enB1NQUGhsblW0qKipQUlKCrq4uAEBXVxeqq6thsViUbR5++GH4/X6cP38+6ceQLX4ei2kffPABzGYzqqqq0Nraihs3bihtjMX827VrF5qamhJyAABzIwVmi8U05kZyXLx4EXa7HWVlZdi2bRuGhoYApGdO8OcqAgD09fXB6XQiFAohNzcXn3zyCSorK+FyuaDX65Gfn5+wvcVigdvtBgC43e6EL+x0+3Qb/TKzxQIAHn/8cZSWlsJut6O3txcvvvgi+vv78fHHHwNgLObbsWPHcPbsWZw5c+aWNrfbzdxIotvFAmBuJIvD4cB7772HNWvWYHR0FK+88go2btyI77//Pi1zgkUOAQDWrFkDoFT6ngAAAvpJREFUl8sFn8+Hjz76CDt27EBnZ2equ7UgzRaLyspKPP3008p21dXVsNlsaGhowKVLl7By5coU9jr7DA8PY8+ePWhvb8eiRYtS3Z0F7U5iwdxIji1btiiva2pq4HA4UFpaiuPHj8NoNKawZzPjz1UEANDr9SgvL0ddXR0OHTqE2tpavPbaa7BarYhEIvB6vQnbezweWK1WAIDVar1l9Pz0++lt6M7NFouZOBwOAMDAwAAAxmI+9fT0YGxsDOvXr4dWq4VWq0VnZydef/11aLVaWCwW5kaSzBWLWCx2yz7MjeTIz8/H6tWrMTAwkJbnCxY5NKN4PI5wOIy6ujrodDp0dHQobf39/RgaGlLGiTidTvT19WFsbEzZpr29HSaTSfmZhX696VjMxOVyAQBsNhsAxmI+NTQ0oK+vDy6XS1nq6+uxbds25TVzIznmioVGo7llH+ZGckxMTODSpUuw2Wzpeb6Y96HMlHFaWlqks7NTBgcHpbe3V1paWkSlUskXX3whIiI7d+6UkpIS+eqrr6S7u1ucTqc4nU5l/2g0KlVVVbJ582ZxuVxy6tQpKSoqktbW1lQdUsa6XSwGBgbkwIED0t3dLYODg/Lpp59KWVmZbNq0Sdmfsbi3fn4HD3MjdX4aC+ZG8uzdu1e+/vprGRwclNOnT0tjY6OYzWYZGxsTkfTLCRY5JE8++aSUlpaKXq+XoqIiaWhoUAocEZHJyUl55plnpKCgQHJycuSRRx6R0dHRhM+4cuWKbNmyRYxGo5jNZtm7d69MTU0l+1Ay3u1iMTQ0JJs2bZKlS5eKwWCQ8vJy2bdvn/h8voTPYCzunZ8XOcyN1PlpLJgbydPc3Cw2m030er0sX75cmpubZWBgQGlPt5xQiYjM//UhIiIiotTimBwiIiLKSixyiIiIKCuxyCEiIqKsxCKHiIiIshKLHCIiIspKLHKIiIgoK7HIISIioqzEIoeIiIiyEoscIiIiykoscoiIiCgrscghIiKirMQih4iIiLLSfwEUfzwCz9JXQAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tit0.plot()\n", "tit3.plot()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "@dataclass\n", "class Metadata:\n", " \n", "@dataclass\n", "class Datum:\n", " well: str\n", " pH: float\n", " Cl: float\n", " T: float\n", " mut: str\n", " labels: list[str]\n", " metadata: dict[str, Metadata]" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Wells ['D01', 'D02']...['G07', 'G08'] generated.\n" ] } ], "source": [ "ef = prenspire.EnspireFile(tpath / \"G10.csv\")\n", "fp = tpath / \"NTT-G10_note.csv\"\n", "nn = prenspire.Note(fp, verbose=1)\n", "nn.build_titrations(ef)\n", "spectra = nn.titrations[\"NTT-G10\"][20.0][\"Cl_0.0\"][\"C\"]" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "23.999999999999904\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "f_res = analyze_spectra(spectra, is_ph=True, band=None)\n", "print(f_res.result.chisqr)\n", "plt.show()\n", "f_res.figure" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "def dataset_from_lres(lkey, lres, is_ph):\n", " x, y = {}, {}\n", " for k, res in zip(lkey, lres):\n", " x[k] = res.mini.userargs[0][\"default\"].x\n", " y[k] = res.mini.userargs[0][\"default\"].y\n", " return Dataset(x, y, is_ph)\n", "\n", "\n", "spectra_A = nn.titrations[\"NTT-G10\"][20.0][\"Cl_0.0\"][\"A\"]\n", "spectra_C = nn.titrations[\"NTT-G10\"][20.0][\"Cl_0.0\"][\"C\"]\n", "spectra_D = nn.titrations[\"NTT-G10\"][20.0][\"Cl_0.0\"][\"D\"]\n", "\n", "resA = analyze_spectra(spectra_A, \"pH\", (466, 510))\n", "resC = analyze_spectra(spectra_C, \"pH\", (470, 500))\n", "resD = analyze_spectra(spectra_D, \"pH\", (450, 600))\n", "ds_bands = dataset_from_lres([\"A\", \"C\", \"D\"], [resA, resC, resD], True)\n", "\n", "resA = analyze_spectra(spectra_A, \"pH\")\n", "resC = analyze_spectra(spectra_C, \"pH\")\n", "resD = analyze_spectra(spectra_D, \"pH\")\n", "ds_svd = dataset_from_lres([\"A\", \"C\", \"D\"], [resA, resC, resD], True)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1800/1800 [00:27<00:00, 66.20it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "The chain is shorter than 50 times the integrated autocorrelation time for 5 parameter(s). Use this estimate with caution and run a longer chain!\n", "N/50 = 36;\n", "tau: [52.75761592 45.7772326 55.71405633 41.88746234 42.93106298]\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAABMQAAAMVCAYAAACY9Sj+AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3wc1dn34e/M9pW06l2yLVvu3YAbhA4OOEBCf0PoEHoAJxB4EkoghECoCT30xHRCNc0YjAEb3HuVrN77Stt3Zt4/Rl4jZINsJMvlvpL94Jk9O3N2Rpa8P51zH8UwDAMhhBBCCCGEEEIIIQ4Qan93QAghhBBCCCGEEEKIPUkCMSGEEEIIIYQQQghxQJFATAghhBBCCCGEEEIcUCQQE0IIIYQQQgghhBAHFAnEhBBCCCGEEEIIIcQBRQIxIYQQQgghhBBCCHFAkUBMCCGEEEIIIYQQQhxQJBATQgghhBBCCCGEEAcUCcSEEEIIIYQQQgghxAFFAjEhhBBCCCGEEEIIcUCRQEwIIXbBY489hqIoTJkypb+7IoQQQhwwiouLueyyyxg8eDBOpxOPx8Ohhx7Kww8/TCAQ6O/uCSGE2AcphmEY/d0JIYTYVxx66KFUV1dTWlrKli1bKCws7O8uCSGEEPu1OXPmcMYZZ+BwODjvvPMYM2YM4XCYr776ijfffJMLLriAp556qr+7KYQQYh8jgZgQQvRQSUkJgwcP5n//+x+XXXYZV111Fbfddlt/d0sIIYTYb5WUlDBu3Djy8vL47LPPyM7O7vJ8UVERc+bM4dprr+2nHgohhNhXyZRJIYToodmzZ5OcnMzMmTM5/fTTmT17dn93SQghhNiv3XvvvXR0dPDMM890C8MACgsLJQwTQgixW2SEmBBC9NDIkSM59NBDefrpp/nyyy85/PDDWbx4MYccckh/d00IIYTYL+Xl5eFwOCguLu7vrgghhNjPyAgxIYTogWXLlrFx40bOPvtsAA477DDy8vJklJgQQgjRR7xeL1VVVYwdO7a/uyKEEGI/JIGYEEL0wOzZs8nMzOSoo44CQFEUzjrrLF555RU0Tevn3gkhhBD7H6/XC0BCQkI/90QIIcT+SAIxIYT4EZqm8corr3DUUUdRUlJCUVERRUVFTJkyhbq6OubNm9ffXRRCCCH2Ox6PB4D29vZ+7okQQoj9kdQQE0KIHzF37lyOP/74nT5/3nnn8cILL+zBHgkhhBAHhtzcXFwuF0VFRf3dFSGEEPsZCcSEEOJHXHDBBXz44Yc8+uij3Z773//+x/vvv09dXR0ul6sfeieEEELsvy677DKeeuopFi5cyLRp0/q7O0IIIfYjEogJIcQPCAQCZGZmcsYZZ/DMM890e37hwoUceuihvPLKK5x11ln90EMhhBBi/1VcXMz48eMZOHAgn332GZmZmd2ef//997n22mv7qYdCCCH2VVJDTAghfsC7775Le3s7J5988g6fnzp1Kunp6bLapBBCCNEHhgwZwksvvcTWrVsZOXIk1113HU8//TSPPfYYv/nNbxg1ahTr16/v724KIYTYB8kIMSGE+AEnn3wyc+fOpampCbfbvcM2F154IbNnz6ampobU1NQ93EMhhBBi/7dlyxb+8Y9/MHfuXKqrq3E4HIwbN46zzz6bSy+9FIfD0d9dFEIIsY+RQEwIIYQQQgghhBBCHFBkyqQQQgghhBBCCCGEOKBIICaEEEIIIYQQQgghDigSiAkhhBBCCCGEEEKIA4oEYkIIIYQQQgghhBDigCKBmBBCCCGEEEIIIYQ4oEggJoQQQgghhBBCCCEOKNb+7sCBStd1qqurSUhIQFGU/u6OEEIIcUDQNI2ioiIKCwuxWCz93R0hhBDigGAYBu3t7eTk5KCqB8a4nGAwSDgc7nF7u92O0+nswx6J75NArJ9UV1eTn5/f390QQgghhBBCCCH2iIqKCvLy8vq7G30uGAwSn5qL5m/u8WuysrIoKSmRUGwPkkCsnyQkJADmNwSPx9Mrx4xEInzyySccf/zx2Gy2Xjmm2E6ub9+Ra9t35Nr2Lbm+faevrm1lZSWjR4/u1Z+/+wP5Wu5/cg/6n9yD/if3oP/11T3wer3k5+fHPgfv78LhMJq/mYLzXkG1u3+0vR72U/Li2YTDYQnE9iAJxPrJtmmSHo+nVwMxt9uNx+ORHyB9QK5v35Fr23fk2vYtub59p6+u7bafub3583d/IF/L/U/uQf+Te9D/5B70v76+BwdauSCb04WlB4GYphp7oDfi+yQQE0IIIYQQQgghhOhlFsV8/KgDKyfca0ggJoQQQgghhBBCCNHLLPQwEBP9QgIxIYQQQgghhBBCiF6mKubjxxgSmvULCcSEEEIIIYQQQggheplMmdy7SSAmhBBCCCGEEEII0cusqvn4MUoP2ojeJ4GYEEIIIYQQQgghRC/r6ZTJnrQRvU8CMSGEEEIIIYQQQrCxqgPd6O9e7D8kENu7SSAmhBBCCCGEEEIc4GpbQ5x+3wqSnXEceUyUZJutv7u0z5NAbO8mgZgQQgghhBBCCHGAe31hNZoOHodOvFOigt7Q06L6sspk/5DSbUIIIYQQQgghxAFM0w1e+7oagKl5kX7uzf5j2wixnjx2haZp3HLLLRQUFOByuRgyZAh33nknhrHz+a7z589HUZRuj9ra2p/4LvddEvsKIYQQQgghhBAHsC/WNVHTEgLgoy0OZoU0kmTK5E/WV1Mm77nnHh5//HFeeOEFRo8ezdKlS7nwwgtJTEzkd7/73Q++dtOmTXg8nth2RkbGrp18PyKBmBBCCCGEEEIIcQB7+cuq2J8dVgOnTSaT9Ya+CsQWLlzIKaecwsyZMwEYNGgQL7/8MosXL/7R12ZkZJCUlLRrJ9xPyVe5EEIIIYQQQghxgKprDfHFuqbYdoNfRZOlJnuFooLag4fSmcx4vd4uj1AotMPjTp8+nXnz5rF582YAVq1axVdffcUJJ5zwo32aMGEC2dnZHHfccXz99de99l73RTJCTAghhBBCCCGEOEB9vKKe7+ZfI9Ki2K0ydqY37OoIsfz8/C77b7vtNm6//fZu7W+66Sa8Xi8jRozAYrGgaRp33XUX55xzzk7PkZ2dzRNPPMHBBx9MKBTi6aef5sgjj+Tbb79l0qRJu/K29hsSiAkhhBBCCCGEEAeoD1fUd9kelxntp57sf3Y1EKuoqOhS38vhcOyw/Wuvvcbs2bN56aWXGD16NCtXruS6664jJyeH888/f4evGT58OMOHD49tT58+neLiYh588EH+85//9PxN7UckEBNCCCGEEEIIIQ5A9W0hlha3xbZVBUamSyDWW3Y1EPN4PF0CsZ254YYbuOmmmzj77LMBGDt2LGVlZdx99907DcR2ZPLkyXz11Vc9br+/kUBMCCGEEEIIIYQ4AH28sgHjO9MlDxqSiNvW3n8d2s8oivnoSbtd4ff7UdWu01otFgu6ru/ScVauXEl2dvaunXw/IoGYEEIIIYQQQghxAPpoedfpkseMTQV/ZT/1Zv+j0sMRYrt43JNOOom77rqLAQMGMHr0aFasWMEDDzzARRddFGtz8803U1VVxYsvvgjAQw89REFBAaNHjyYYDPL000/z2Wef8cknn+zi2fcfEogJIYQQQgghhBAHmIa2EEuKWrvsO3pMCmsW909/9ke7OmWyp/71r39xyy23cOWVV1JfX09OTg6XXXYZt956a6xNTU0N5eXlse1wOMzvf/97qqqqcLvdjBs3jk8//ZSjjjpq106+H5FATAghhBBCCCGEOMC8v6zr6pJjBiSQn+ZiTf91ab/TV4FYQkICDz30EA899NBO2zz//PNdtm+88UZuvPHGXTvRfk4CMSGEEEIIIYQQ4gDz7uLaLtsXH5PfTz3Zf6mKgtqDAmE9aSN6nwRiQgghhBBCCCHEAWRrnY815duL52clOThhUgaGrvVjr/Y/fTVCTPQOCcSEEEIIIYQQQogDyLuL67psX3rcAKwWlYgEYr2rh6tMIoFYv5BATAghhBBCCCGEOEBousHb35ku6bKrnD4tux97tP+SEWJ7NwnEhBBCCCGEEEKIA8S7i2upbArGtk8+JIs4pxkNNHjD/dWt/ZIEYns3CcSEEEIIIYQQQogDQCii8eD7W7vsO/uwHAAavWGOvPVbchLcHHWshs1m648u7lckENu7SSAmhBBCCCGEEEIcAGYvqKK6ORTbzkt1MmZAAgBzVzWgG+Z+l93SH93b78gqk3s3CcSEEEIIIYQQQoj9nC8Y5fGPy7rs+83huSidYcxHK+oBGJcZ3eN9218pPSyqL3lY/5BATAghhBBCCCGE2M+99GUVLR2R2LZFVfjVVLOYfqsvwrebWwEYlxnZ0cvFbpApk3s3CcSEEEIIIYQQQoj9WCCs8fSn5V32/ebwXFIT7AB8tqaRqG4wNNtNelx7f3RxvySB2N5N7e8OCCGEEEIIIYQQou+88lU1Te3bR3657SpXnjAotv3RigYAjh+ftqe7tl9TFKXHD7HnSSAmhBBCCCGEEELsp7z+CE9+0rV22G+PHxgbHdYeiPLVhmZAArHetm2EWE8eYs+TQEwIIYQQQgghhNhP3f/uVhq94dh2UpyNC4/Oj23/54tKwlGdodlxDM1290cX91uKCmoPHookM/1CaogJIYQQQgghhBD7oVWlXl76sqrLvut+UUCc04wC/CGN5+ZVAHD5jIEYxh7v4n5NVpncu+2zOeTf//53FEXhuuuui+0LBoNcddVVpKamEh8fz2mnnUZdXV2X15WXlzNz5kzcbjcZGRnccMMNRKNdl5WdP38+kyZNwuFwUFhYyPPPP9/t/I8++iiDBg3C6XQyZcoUFi9e3BdvUwghhBBCCCGE2GWhiM6fZm/sEnJlJTk467Cc2PbLX1XR4oswIN3FoSOSmfCHr3lokZvmjvAOjih2lYqCqvTggSRi/WGfDMSWLFnCk08+ybhx47rsv/7663nvvfd4/fXX+eKLL6iurubUU0+NPa9pGjNnziQcDrNw4UJeeOEFnn/+eW699dZYm5KSEmbOnMlRRx3FypUrue6667jkkkv4+OOPY21effVVZs2axW233cby5csZP348M2bMoL6+vu/fvBBCCCGEEEII8SMeem8rG6s6sHznU//NpxVi69wRDGs8PddcefLy4wfyzzmlRDSDKq9KvNPSH13e71jVnj/EnrfPXfaOjg7OOecc/v3vf5OcnBzb39bWxjPPPMMDDzzA0UcfzUEHHcRzzz3HwoUL+eabbwD45JNPWL9+Pf/973+ZMGECJ5xwAnfeeSePPvoo4bCZgD/xxBMUFBRw//33M3LkSK6++mpOP/10Hnzwwdi5HnjgAS699FIuvPBCRo0axRNPPIHb7ebZZ5/dsxdDCCGEEEIIIYT4nm82t/D0PDPs0nRz39RhSZwwMSPW5vVFNTR4w+SkODhlcibvLqkFYHCKht0qgVhvkFUm9277XA2xq666ipkzZ3Lsscfy17/+NbZ/2bJlRCIRjj322Ni+ESNGMGDAABYtWsTUqVNZtGgRY8eOJTMzM9ZmxowZXHHFFaxbt46JEyeyaNGiLsfY1mbb1MxwOMyyZcu4+eabY8+rqsqxxx7LokWLdtrvUChEKBSKbXu9XgAikQiRSGRnL9sl247TW8cTXcn17TtybfuOXNu+Jde37/TWtf3+z9+WlpbYceW+bSdfy/1P7kH/k3vQ/+Qe9I7lW9u48qn1GAYogAEkuCw8cMEINC2KpkE4qvPUx+bKkxcfnceCtQ10BDUAThga6vV7cKDe056uICmrTPaPfSoQe+WVV1i+fDlLlizp9lxtbS12u52kpKQu+zMzM6mtrY21+W4Ytu35bc/9UBuv10sgEKClpQVN03bYZuPGjTvt+913381f/vKXbvs/+eQT3O7eXclj7ty5vXo80ZVc374j17bvyLXtW3J9+85PvbYvv/wyr776arf9ffHzd38gX8v9T+5B/5N70P/kHuy+jY0Wnl/hIqIrKBgYnZHYeWO8LPpi+3X9ttJGTasTj0MnrnUld37sBizE2XQGJem9fg/8fn+vHm9fIUX19277TCBWUVHBtddey9y5c3E6nf3dnV128803M2vWrNi21+slPz+f448/Ho/H0yvniEQizJ07l+OOOw6bzdYrxxTbyfXtO3Jt+45c274l17fv9Na1PeaYY3j00Udj29XV1YwbN65Xf/7uD+Rruf/JPeh/cg/6n9yDn2Z9ZQe3PLyKiK7jtKkEI+Zcyet/UcBvj8uPtYtoOg//bRkQ5IoTCpk0NoXqT5cCcOahucDmXr8H22ZIHWi2Fc3vSTux5+0zgdiyZcuor69n0qRJsX2aprFgwQIeeeQRPv74Y8LhMK2trV1GidXV1ZGVlQVAVlZWt9Ugt61C+d0231+Zsq6uDo/Hg8vlwmKxYLFYdthm2zF2xOFw4HA4uu232Wy9/s2+L44ptpPr23fk2vYdubZ9S65v3/mp19ZmsxEfHx/bDgQCvXLc/ZVcl/4n96D/yT3of3IPdl1NS5Arn1qHP6yTneygpsUsF3Dk6FSuPKGgS42q/y2uprwxSEq8jXOOyOfqf6+JPXfRMQNY/NXmXr8HB+r9lCmTe7d9pqj+Mcccw5o1a1i5cmXscfDBB3POOefE/myz2Zg3b17sNZs2baK8vJxp06YBMG3aNNasWdNlNci5c+fi8XgYNWpUrM13j7GtzbZj2O12DjrooC5tdF1n3rx5sTZCCCGEEEIIIcSeUFLn59cPLKeuzSyQvy0MS/PYefCi0V3CsFBE419zSgC48ueDKK71sWB9MwCHjUwmzWPf829gP7ZtymRPHmLP22dGiCUkJDBmzJgu++Li4khNTY3tv/jii5k1axYpKSl4PB6uueYapk2bxtSpUwE4/vjjGTVqFOeeey733nsvtbW1/PnPf+aqq66Kjd66/PLLeeSRR7jxxhu56KKL+Oyzz3jttdeYM2dO7LyzZs3i/PPP5+CDD2by5Mk89NBD+Hw+Lrzwwj10NYQQQgghhBBCHOiWb23jssdX0+KLkOi2UtNshmGqAk9fOZ4EV9eP/C99WU1ta4jsZAdnH5bNrx9cEXvu/04bukf7fiBQejhlUlaZ7B/7TCDWEw8++CCqqnLaaacRCoWYMWMGjz32WOx5i8XC+++/zxVXXMG0adOIi4vj/PPP54477oi1KSgoYM6cOVx//fU8/PDD5OXl8fTTTzNjxoxYm7POOouGhgZuvfVWamtrmTBhAh999FG3QvtCCCGEEEIIIURfmLuqgeueXUcoopPottLmj8ae+9PpQxkzIKFLe68/wmMflQJw9YkFrCnvYHVZO2BOrRyWE3/ArgbZV2TK5N5tnw7E5s+f32Xb6XTy6KOPdime+30DBw7kgw8++MHjHnnkkaxYseIH21x99dVcffXVPe6rEEIIIYQQQgjRG/77RSV3vLYZ3YAhWW6Ka7ev4vi7Ewdx/lH53V7zyIeltHREGJLp5tSpWZz38PbPvDf+asge6feBRlGUHo3+khFi/WOfDsSEEEIIIYQQQogDha4b3PduMU99Ug7AoSOS+XpjS+z5a39RwDUnFnR7XUmdnxc/rwTgT2cMpbQ+wJKiNgAOH5XCsJz4bq8RP52MENu7SSAmhBBCCCGEEELs5Vp9EW58cQOfrWkEYEx+fI/CME03+Mtrm4nqBkeNSeXwUalc8eTq2PM3nVrY950/QKmq+ehJO7HnSSAmhBBCCCGEEELsxVaWtHHtM+uoag5isyhkJjpYW9ERe/53MwftMAwzDIM7XtvMVxuasVtVbj6tkK11Pj5dbYZqU4clyeiwPiRTJvduEogJIYQQQgghhBB7IcMweOHzSu55q4iIZpCd7AADKpuDAFhUuPP/jeDMQ3N2+Pp/zy1n9oIqFAXuv2AUBRluTv/HUgzDfP6WM4btqbdyQJIpk3s3CcSEEEIIIYQQQoi9jNcf4eb/buTjlQ0A5KY4qGoOxZ6Pc1h4/LKxTB+RssPXf7u5hfveKQbgT6cN5YRJGby/pJZVpebKkseMTWV4rowO60syQmzvJoGYEEIIIYQQQgixF1lb7uWaf6+loimI1aLgcVu7hGE5yQ6evXoChdlxO3x9c0eYWc+vRzfgtKlZXHB0Ph3BKLe/uhkwa1b9WUaH9TmVHo4Q6/OeiB2R6y6EEEIIIYQQQuwFDMPgv19UcsZ9y6hoCpKRaMdpU2luj8TanDApg7duOuQHw7Arn1xDXWuIwZlubj3TDL4efG8rrf4oAOcenkd+mqvv39ABTlWUHj92haZp3HLLLRQUFOByuRgyZAh33nknxra5sDsxf/58Jk2ahMPhoLCwkOeff/4nvLt9n4wQE0IIIYQQQggh+plhGNzzVjFPf1oOwMi8eDZWdrAt4khLsHPnr4dz3Pj0nR5jXUU7Vz21hsqmIHFOCw9fPJo4p5VNVR28+HklAPFOC1fvoAD/tj6I3qMo5qMn7XbFPffcw+OPP84LL7zA6NGjWbp0KRdeeCGJiYn87ne/2+FrSkpKmDlzJpdffjmzZ89m3rx5XHLJJWRnZzNjxoxd68B+QgIxIYQQQgghhBCiHxmGwW2vbOalL6sAmDI0iW+3tMaeP3VqFrecMYwE144/wvtDGg+/v5XnP69E0w0GpLt48vJxDM2Ow+uPcNW/18SCtX+cN4rkeFu3Y0SiOr9/ajkpFhtHhzVstu5txK5Rejj6a1driC1cuJBTTjmFmTNnAjBo0CBefvllFi9evNPXPPHEExQUFHD//fcDMHLkSL766isefPDBAzYQkymTQgghhBBCCCFEP3p9YQ0vfWmuBjn1O2GY1aLwwAWjuPe8UTsNw9oDUc59eAXPzKtA0w1+PjGdN284mKHZcTS1hznzvmWU1gcA+MVBGRw3YccjzBasqaO0zsfGBhtWixR57w3bRoj15AHg9Xq7PEKh0A6PO336dObNm8fmzWZNuFWrVvHVV19xwgkn7LQvixYt4thjj+2yb8aMGSxatKh33uw+SEaICSGEEEIIIYQQ/aSuNcTd/ysCID/FyTedYViCy8rL109iRN7OV4JsD0S58JGVrCr1khRn5b7zR3HkmDQAAmGN8x5eQVGtH4ABaS7uOmfEDo9jGAbvLCwn3g6FKVGsFhk70xtUpYdF9Tvb5Ofnd9l/2223cfvtt3drf9NNN+H1ehkxYgQWiwVN07jrrrs455xzdnqO2tpaMjMzu+zLzMzE6/USCARwuQ68mnISiAkhhBBCCCGEEP3AMAxuf3UT7YEoVlWhvCkIQGainTf/eAhZSY6dvnZrnY8rnlxDca2fpDgrL/5uIqPyE2LHvek/G9hU7QMgKc7Gi9dOIM654whgdUkLVQ0dpMapNAQc+IIRkmTK5E+mqqD2IBFTO/PHiooKPB5PbL/DseP7/9prrzF79mxeeuklRo8ezcqVK7nuuuvIycnh/PPP75W+HwgkEBNCCCGEEEIIIfrB4i2tzF3ViAJEdbPKV1qCnbduOoSMxJ2HYXNXNvCHF9fjC2pkJNr595XjY2EYwL/mlDJnWT0AdqvCU1eMIy915yOA3v66nASHGdzkeyLEOSUM6w27WlTf4/F0CcR25oYbbuCmm27i7LPPBmDs2LGUlZVx99137zQQy8rKoq6ursu+uro6PB7PATk6DCQQE0IIIYQQQggh+sVjH5UCxAreO20qz149fqdhWFTTefj9Eh7/uAyAQwoT+efFY0jvbK/pBre+solXv6o2j2dXefF3E5k0OHGnfVi8sYHVxU2kxqlYVIXClB3XrRK7Tu1hUf2etPkuv9+Pqnad1mqxWNB1faevmTZtGh988EGXfXPnzmXatGm7dO79iQRiQgghhBBCCCHEHraipI2vN7Z02Xfv+aO6jPT6rsVbWrjjtS1srOoA4IKj8/njr4Zg66z3pekGVz65hnlrGgGId1p4/YaDGJq98xpkmyvbuOe1tbHRYYePy8bpb/vJ702YFEXp0QqSu7rK5EknncRdd93FgAEDGD16NCtWrOCBBx7goosuirW5+eabqaqq4sUXXwTg8ssv55FHHuHGG2/koosu4rPPPuO1115jzpw5u/am9iMSiAkhhBBCCCGEEHvYYx+Wdtk+78g8TpyU0a1dTUuQe94q4v2l5hTIRLeV288axkmHZMXaGIbB759fFwvDEt1W3rzxYAZluHd6/o5AhDtnr8aq6NitKlaLQkVTgLiwpRfenYBdL6rfU//617+45ZZbuPLKK6mvrycnJ4fLLruMW2+9NdampqaG8vLy2HZBQQFz5szh+uuv5+GHHyYvL4+nn36aGTNm7NrJ9yMSiAkhhBBCCCGEEHvQN5tb+HxtU2x7cKabm08r7NLGMAxeX1jDX9/Ygj+koShw9qE5XH/yYFLi7bF2oYjGrOfW8/HKBgCS4228/oeDfjAMA3jzyzJ8gTBpceYIs+EDU/l6XT0W1clZvjBpSVJH7KfqqymTCQkJPPTQQzz00EM7bfP8889323fkkUeyYsWKXTrX/kwCMSGEEEIIIYQQYg+JaDp/eXVzbFtR4NHfjo1NfQTwhzT+b/aG2KiwSYMTufXMYYwZ0HU65aaqdi56ZBV1bWGgZ6tTAjR5g7y3qIIklxnEjByYzNLNZkA3MTtMYpz9h14uemhXi+qLPUsCMSGEEEIIIYQQYg/5z/xKttT4YtsXHJXP0Oy42HZLR4RLH1/FyhIvVlXh+pMHc+mxA1C/M6+uPRDl729u4dWFNbF9EwZ5eObq8SS6f3xk10ufleC0GlhVhVSPg1a/RiiiMXJAIsOSqnrpnYq+GiEmeocEYkIIIYQQQgghxB7Q6ovwzzklse14p4U/nDI4tl3dHOTCR1ZSXOsn0W3lycvHcXBhUpdjrKto59LHV1Hfao4KUxW49heDufLnA3tUnH1NSQtfrKomxW2OSBs6IIWPllThsKlceuIwli2SQKy3KKr56Ek7sedJICaEEEIIIYQQQuwBz39eQUdQi21fetwAHDaziP2WGh8X/mslta0hspIcPHfNhC4jx7bU+PjvF5W88lU1mm4AkJ3s4KkrxjEyb8crU36f1x/h/jfWkug0g7MJQ9OZu6wagPNnDCMz2dUr71OYlB6OENvVVSZF75BATAghhBBCCCGE6GNef4QXPq+MbdutChcfMwCA4lof/++BZbT6ogzJdPPcNRPISXECEIro3PdOMc99VtHleEePTeWhi8bgdvRsVciopvPAG2vRIhHsNnOq5PryNjTdYOqoDI6ZmEM0Gu2ldysALIqCpQdLSFokEOsXEogJIYQQQgghhBB97IX5lbQHtgdOZ0zPwWm30NwR5pLHVtHqizJuYALPXDWB5HizDti6inZ+//w6imr8sdcpClz180H8bmZBl7piPyQS1bnn1TWsL20myaWiKgqjB6fz7qJyUhIcXPaLETJKqQ9IDbG9mwRiQgghhBBCCCFEH/KHNJ7/zggviwq/P3kwgbDGlU+uoaIxSH6qk39fOZ7keBvBsMafZ2/k7SV1sdcoCpw6JYsrfj6IQRnuHp87GNa4++XVrClpJrWzbtgvpg/k3W/M0WqnH15AnPPHC/GLXSerTO7dJBATQgghhBBCCCH60BuLamjzbx8ddurUbBw2ld8+vpqlxW3EOy08deV4UhPsNHpDnHrPUqpbQrH2o/PjueuckYwZ0LNaYdsEQlHunL2KDWWtpMapKAqMG5KKoai0doRJT3Jy5ITsXnufoitVVXo0iq+nI/1E75JATAghhBBCCCGE6COabvDcZ+WxbatF4eZTC7n632v5emMLboeFp68cz9DsODZUtnPW/cvwh3QAxg5M4A+nDGH68ORdntLY5gtz539XsbXGS2qciqpAQbaH4w4ZwD2vrALgtJ8VYLXIEod9RVXMR0/aiT1PAjEhhBBCCCGEEKKPfLqqgYrGYGz7zOk5LFjfzOdrm3DYVJ66YhwHFybx4fI6rnt2HZqZhXHlzwdy/UmDd6u2V02zn9teWElbe4BUtzkyLC89jmMPzudvs1cSCGsMzk7g8HFZvfU2xQ4oitKj+yf12/qHBGJCCCGEEEIIIUQfebZL7TCFa39RwKn3LAXM0GvqsGTeW1LL9c+tj7X558WjmTExY7fOt7myjTv+uxI9qpHoMkd/TR6ZwaRhmdz/xhoiUZ1RA5O48azxMjqsj0lR/b2bBGJCCCGEEEIIIUQfWFnSxrLittj2MWNTeXNRDVXNQTKTHFx0zACWbmnl98+bYVicw8IbNxzE0Jz4XT5XRYOPb9Y38MoXJbgsBvEOM2Q55bACBmV7uPulVUSiOpOGpjHrjDHYrZbeeZNip6So/t5NAjEhhBBCCCGEEKIPPDOvosv21ScO4pyHVgLwh5MH0+ANc/6/VqIbZh2p13cjDItqOv96ZyOfrajBbgGPU8FmUVAU+M3xw4lz2bn7pVWEozoTC1P5/RljsVllZNieICPE9m4SiAkhhBBCCCGEEL2sojHAxyvqY9sj8+L5Yl0z7YEohdlx/HxiBif9bTGhqFk07PazhjFsF8OwjkCE+15fx7qSJjLiFSyd1dk9cXYuPWkUdS1B/vHqajTdMMOwMyUM25OUHq4yqUhV/X4hgZgQQgghhBBCCNHLXvi8At3Yvn3dLwr4v9kbAbjs+AH88T/rKW0IADBjQjr/72e5PT52VaOf/3xazOJNjThUnWS3GXI57RYmDUvnlMMK+HBxJW9/XQbAYWOzuPLkkVIzbA+TKZN7NwnEhBBCCCGEEEKIXuT1R3htYU1sOy/VSXVzkKb2CLkpTjTN4IPlDQCMzo/nwYtG93ilwa/X1fPwW+swNB2PXcHeOeLruIPzOeWwAqK6wb/eWseyzY0AnDx9IL8+ZohMy+sHMmVy7yaBmBBCCCGEEELswwzD6BKmGIaBFgiga1GsLjeq1fzYZ+g6hqaBqqJapKB6X3rlq2r8IS22/X+nFnLXm0UAnDYtm1tf3gRAktvKS9dPioVaO2MYBhvK23h1fgmbK1pIsIHFYb7GalE486ihHDEhhy1VXp54bwOVDT5sFpXLTx7Jz8Zm9dG7FD9GUZQeBZ09DUNF79rtQKy1tZU33niD4uJibrjhBlJSUli+fDmZmZnk5vZ8qKcQQgghhBBCiJ0zDAM9HCbi6yDS0UE04Ee12lBtViI+H1rAnHaHoqKoCoaug7F9rp5qs6FrGuh65x4FmycBq8uNoWkoqorF7kCxWs2aRzY7FqdTQrPdFNF0Xvh8ezH9vFQnvpBGVXOQ1AQbH6+oJ6yZ9+fe80cS59z5x/KGtiD//bSY5Vsa0aIabjskdK4emRRv54gJuRw2NptlW5q45l8LqW8NApCc4OCGM8dRmOvpw3cqfoyqmI+etBN73m5NIF69ejXDhg3jnnvu4b777qO1tRWA//3vf9x888292b+Yu+++m0MOOYSEhAQyMjL45S9/yaZNm7q0CQaDXHXVVaSmphIfH89pp51GXV1dlzbl5eXMnDkTt9tNRkYGN9xwA9FotEub+fPnM2nSJBwOB4WFhTz//PPd+vPoo48yaNAgnE4nU6ZMYfHixb3+noUQQgghhBAHHj0SIdTSTEdFOa1bNtG8ZjXN69bQXlpCsLGBqM9HuK2VYGPj9jAMwOgcARYLw5TY8baHYQAGEa+XQF0twcYGAvV1dFSW0166Fe/WYlo3baBp1QrznGWlBJua0MLhPfb+93UfLKunrm379br5tEKenFsOwBGjU9lU7QPgkMJEjh6bvtPjLN7YwLWPfsPCtbXYFY14hzn9Lictjt+ePJq//XYah4zI5Mk5G3nivQ3UtwZx2CwcNjaLuy85RMKwvYDaWVS/Jw+x5+3WCLFZs2ZxwQUXcO+995KQkBDbf+KJJ/LrX/+61zr3XV988QVXXXUVhxxyCNFolP/7v//j+OOPZ/369cTFxQFw/fXXM2fOHF5//XUSExO5+uqrOfXUU/n6668B0DSNmTNnkpWVxcKFC6mpqeG8887DZrPxt7/9DYCSkhJmzpzJ5ZdfzuzZs5k3bx6XXHIJ2dnZzJgxA4BXX32VWbNm8cQTTzBlyhQeeughZsyYwaZNm8jIyOiT9y+EEEIIIYTYfxmGQai5iWBzE5H29h0+Hw0EiPp9RP0BVKsF1WojGgwQ9fu3T5tUVMAcUQagWK2oVhuGpmFoUQxdx+J04khKRlFV9GgU1WbDnpiI1elEtdrQIxH0aAQtFEILhQg2mbWoVLsdW3wC9oQEbPEJWByOPXmJ9gmGYfDvuWWx7exkBypQVOMj3mlhXfn2e3vbmcO7vV7TDeatqOH9RWW0eAO4raDazHEsaYlOzjiqkLGDU1i+pZl7XlnF6uJmDDqnTR45mBMm5+Owyci+vYVCD6dMIoFYf9itQGzJkiU8+eST3fbn5uZSW1v7kzu1Ix999FGX7eeff56MjAyWLVvG4YcfTltbG8888wwvvfQSRx99NADPPfccI0eO5JtvvmHq1Kl88sknrF+/nk8//ZTMzEwmTJjAnXfeyR//+Eduv/127HY7TzzxBAUFBdx///0AjBw5kq+++ooHH3wwFog98MADXHrppVx44YUAPPHEE8yZM4dnn32Wm266qU/evxBCCCGEEGL/o0cjRHw+/NVVRL8z2ksLhwl7vWiBAFo4RDQQQLXbwTDQQiEUiwWr242qWlDtDrRgAC0cRrU7sDjsWBxOs43LhWqzotrsaMEg/vo687+1NV364auqBDCnT7pcKKqKLcGDLT4eq8sFuo4eDhNqbiLU3ASAandgT/TgSs/E6nTuuYu2F5u/tomNVb7Y9h9/NYTHPzYDsuPGp/HWt+YMplMmZzIiL77La+taAtz/+lpqGttx2RRcNjMkiXNaOXJiLsdMyuOL1bU8+f4imttDsdeNH5zCOccWMigrAbF3kaL6e7fdCsQcDgder7fb/s2bN5OevvMhn72pra0NgJSUFACWLVtGJBLh2GOPjbUZMWIEAwYMYNGiRUydOpVFixYxduxYMjMzY21mzJjBFVdcwbp165g4cSKLFi3qcoxtba677joAwuEwy5Yt6zI1VFVVjj32WBYtWrTT/oZCIUKh7d+0tl2/SCRCJBLZzavQ1bbj9NbxRFdyffuOXNu+I9e2b8n17Tu9dW2///O3paUldly5b9vJ13L/k3vQ//b0PdBCIfwVZV2mPBqGQaChnlBzM3okYo76slhQMEd6hZqbzemQigKGOe2xG7+/2y5D183XmCdBUdXYiDKL242iqEQDfrOemKKAzwe6jtrUhGqzmfusVpyJSVjj3NgSPKiqih4OEWxoINjYiCMlFUtcHKrdjsXp2q0i4fv63wPDMHjkw5LYdlqCjXAkyuqydtx2NTY6zGZR+OMpBV3eZ0ltB7e9uBKX1YgFYeOGpHLcQbkMzIxn8aZGfv/Et7R0mCP/PG4bR4zL4qgJWWQmu4DeuW59dQ/21Xv6UynK9r96P9ZO7Hm7FYidfPLJ3HHHHbz22muAuSJCeXk5f/zjHznttNN6tYM7ous61113HYceeihjxowBoLa2FrvdTlJSUpe2mZmZsVFrtbW1XcKwbc9ve+6H2ni9XgKBAC0tLWiatsM2Gzdu3Gmf7777bv7yl7902//JJ5/gdrt78K57bu7cub16PNGVXN++I9e278i17VtyffvOT722L7/8Mq+++mq3/X3x83d/IF/L/U/uQf/r63vgslpJcNgZlJSIVTWnwmnhEJH2dvx1dejRKGFFxYhGUYPBHU+kMgyz0H40GqsXZhgG6LoZoFksZkH8zuBMUb9TOrrzk/e2wEr7ToAWC7E0zZyi6fej6zqGomCz2dCDwdiKlagqJHiwp6aREOcm1NQInVMrO8JhKr3tNAeCu3WN9tW/B8XNFlaVbv/ZcvQAL3e9vhFQGZse5NsqDVD42YAgixZsf4/tIYWPtriJt6koioLTqnNwjh+b3s4Hn1VQ2mKlpsO87m6bzpjMMIOTO7AEWli2aEOfvJfevgf+HQS1BwJVpUf1wdTdqu4ufqrdCsTuv/9+Tj/9dDIyMggEAhxxxBHU1tYybdo07rrrrt7uYzdXXXUVa9eu5auvvurzc/WWm2++mVmzZsW2vV4v+fn5HH/88Xg8vVPsMBKJMHfuXI477jhsNluvHFNsJ9e378i17TtybfuWXN++01vX9phjjuHRRx+NbVdXVzNu3Lhe/fm7P5Cv5f4n96D/9eU9MAyDiLeNYE0NemR7sfWI30d7aSm6pmF1udCjGlG/H/U7K0RuPwY4kpNwZWRidbuxJyRgsdsxdB29c2SXYrF0G5mlR6PmFMvOUWF6JAy6ARYVPRwmUN9ANBhAtdrQQkGigQBGNBoblabGzm8GZCiKeSxdxxoKEW5rxZvgwZ2VhS0hASOqEW+3MyItFWtcPK6cXCw9nE65L/89MAyDc/+5GjBH7WUk2knPH0DbunJyUhyUdtiBMPFOCw9fcwxWi3mfmtpD3PrcMtx2c9GDEQOSmDE5n0+WVvPNhobY+ghWi8Ip0wdw0tR8bNa+S0/66h7saIbZgUCmTO7ddisQS0xMZO7cuXz99desWrWKjo4OJk2a1G2qYV+4+uqref/991mwYAF5eXmx/VlZWYTDYVpbW7uMEqurqyMrKyvW5vurQW5bhfK7bb6/MmVdXR0ejweXy4XFYsFiseywzbZj7IjD4cCxg6KTNput17/Z98UxxXZyffuOXNu+I9e2b8n17Ts/9drabDbi47fXaAl0Tk2Se7Zjcl36n9yD/tdb98DQdXxVlYRaWjB0zZy22Lk/GgwS9nrxVVdhRCLmvo6O7a81DGwJCSQOKcSRlBQLu3ZEUVUs3x9eoqqonSPFrBYr6DrRYKBzNFnX0bGutO4lb8wC/n4i3nZCba0EGhrQQ6Eu0y4xDEJtbaCqhDs6CLU0o1qtJA0fSVxODsGmRqK+DtqLNhOfl48zLb3H0yj3xb8HC9Y3sWzr9tDn4mPzuf8dc/rkYSNSeG2hWbPt9rOH4XLaAWjyBrntuRWg6xjAMZNysVit3PHfVbEgbEiOhzGDkjlqYg45qXtuZHNv34N97X72FkXpYVF9CcT6xW4FYtsceuihHHroob3Vlx9kGAbXXHMNb731FvPnz6egoKDL8wcddBA2m4158+bFpm1u2rSJ8vJypk2bBhAbwVZfXx9bDXLu3Ll4PB5GjRoVa/PBBx90OfbcuXNjx7Db7Rx00EHMmzePX/7yl4A5hXPevHlcffXVffb+hRBCCCGEEPsGLRTCW1JsjqjqZOg6gYYG/PXmL9ajfj9sC8k0DV3TcKam4hlUgDMtres0R0BRLVjdLqwut1mjSzVXkzT/b3QGYNYdjhLbdn6jc0olhoEeicRWrdTCIfRIFBRQbTYwDFSbDZs7DndWFknDhpsjxzQNLRjAu3UrkY6OWCF9PRol1NICqoq+bg1txVtIGjoce1Ii0Y4OOirKCbd7icvJ2y+L7+u6wd//VxTbzk6y8/GKRsJRnUNHJPPeUvOeD0p38cvJ2QD4glFufnoJ6FEAjjs4n02VXtaUmLUuJ49I5/TDC6RQ/j5OUaAHMyalhlg/2a1A7He/+x2FhYX87ne/67L/kUceoaioiIceeqg3+tbFVVddxUsvvcQ777xDQkJCrOZXYmIiLpeLxMRELr74YmbNmkVKSgoej4drrrmGadOmMXXqVACOP/54Ro0axbnnnsu9995LbW0tf/7zn7nqqqtio7cuv/xyHnnkEW688UYuuugiPvvsM1577TXmzJkT68usWbM4//zzOfjgg5k8eTIPPfQQPp8vtuqkEEIIIYQQ4sCzrSi+r7rKHPWj63RUlBMJBNAjEawulxkqdY5WVSwW3FnZuDIzcCQldwmybPEJOJKTsTicsbbfD7rCXq+50qS168c6wzAIe70Em5oINjZhGJAyagT2hM5wRVGwOBxYHA4c36vB/F16ZwCmhcLo4RBaOIQWCuFMSyfY1ISvuopgYyOq1YpqtWIYBsGWFqwOB83r12JxOEgZPRYjGiHc2kq4tRVHUjLxAweiWn7S2Iy9ygfL69lcvX1lyekjUnjzm1riHOaCCIGwGXw+fMlowLw/D7+5Dj0aQVUUCvOSmLu8hjZfGIdN5ZITR3DE+Oz+eCuil8kIsb3bbn0XevPNN3n33Xe77Z8+fTp///vf+yQQe/zxxwE48sgju+x/7rnnuOCCCwB48MEHUVWV0047jVAoxIwZM3jsscdibS0WC++//z5XXHEF06ZNIy4ujvPPP5877rgj1qagoIA5c+Zw/fXX8/DDD5OXl8fTTz/NjBkzYm3OOussGhoauPXWW6mtrWXChAl89NFH3QrtCyGEEEIIIQ4MUb+f9vLS2KiwiM9HR0U5WiiEoetowWCXaZFxubkkDR3WZSqkxeHEkZyCLSHBLIqPOdqsvbwCf309gYZGAg0N+KqraVixCn/nIAG7JwFHUhJWt5tQSwvBpmaz4P53KQrxebm40tPBMOiorARFJXFwAYmFQ0gaMoTEwiEkDBqIpXN6m2qxoMbFY4vbfhjDMNBDIZwpqbjS0tAjEQKNjXRUVhDxerG5XGYg19aGYrFQv3Qx8Xn5JAwYSNTvI9TaQjQUJHHIUCx2e1/cij1K1w0efn9rbLsg08X8dU0AnDo1k/98UQ3AzIMyGJ1v1q78dEUNmyuasFsUEtwOlhe1oBsG+RlxXH/aWPLS47qfSOyTVFXpYVF9CcT6w24FYk1NTSQmJnbb7/F4aGxs/Mmd2hFjB4Ulv8/pdPLoo492KZ77fQMHDuw2JfL7jjzySFasWPGDba6++mqZIimEEEIIIcQBzByJ1UaouZlQSzNgjqry19YQamvD6nQSam2NrQqpWCw4kpJJHj4cq9uNYrXiTEkFwOJw0F5eiXf5SvRohMY166hbvISOiopY/bGdCXvbCXvbu+23ezw401LRw2E6KqvoqKiko6KyS5tAfT2133wb21YsFuweDxaHHVd6Bp5BA0keOYK0cWPxDBqIarVicTpxO7NwJCURam3FnpiEOyeHQE0N3tISoj4fSueotVBLS+cKmrVkTTsUze9HCwRo3byRxMJh+/wUyrmrGiipD8S2fzEpk399WEp2soN3l9QD4LZb+Pu5IwHYXOnlxY824bIpGCjUtobQDYNpozK48pRROGw7rhUn9k1SVH/vtluBWGFhIR999FG3QOjDDz9k8ODBvdIxIYQQQgghhNgb6ZEI/rpags1NGN8ZiRVqa6WjogKL00m0w0ekrS32XMqo0cTl5JgbioLdk4grIxNFVemorGLZvQ9QNf+LHZ7P7kkwp1amp5mPjAxSR40kdexY9GiEUHMLwZYWon4/jqQknGmpOFNSuozACjQ10V5aRqBzAEN8Xh5GNEpr8VbaiotpK95KW1ExkY4Osx4Y4K+to2nNGkreex8w64slDMgnddxYMg85mKwpU3BnmguL6ZqGOy2d+IED8dfU0F5aQqilBavTiR6N0lFZSdX8z8g46GBUhwM9FKJ100YSCwuxxcWzLzIMg0c/LI1tHzoimY9WNgAwJNPNVxvN63j72cNw2S3UNPv5639X4LKBphuEdYhoOpOGpnHNr0ZjtfTd6pGifyhKz+qDSR7WP3YrEJs1axZXX301DQ0NHH300QDMmzeP+++/v0+mSwohhBBCCCHE3iDU2kp7eWksCNOjUUKtrQQazVUV9XCYSLs5Wku12fAMHkJcbq5ZI0hRcKVn4EhMorWomFX/eoyG5SvNUWSYo7NSRo1CtVpIGDSQrCmTSR07BmdKyg/WGHIkJuIpGPSD/XalpuJKTe22P238uNifzRpoDYS97WjBIL6aGtqKt9K0dh3N69YTDQTM4Kx4K1vfegfVbidr6hSGnnk6GQdNwpmahjM1Dc/AAuLz8uioqKBp7RpUwOHxEGxspG7xtyQNG447K6tzpNgm4nJycWXse+VnvtzQzPrK7dNgT5mcxY0vbsDtsPDtllbALKT/qylZBMMaf3lxJTZFM1eQVC2EQlGG5nqYdfoYCcP2U301ZXLQoEGUlZV123/llVfucMbc888/363mucPhIBgM7tJ59ze7FYhddNFFhEIh7rrrLu68807AvCGPP/445513Xq92UAghhBBCCCH607YRYeG2VrRQCDBre/lqqgm3t6OqKmGvN9bekZyMOysLd1Y2iqqiWK1YXW5c6Rm0l5Wx7J77qPriy1h7RVXJOGgS46+9hqTCIXv8/cX6oSi4MzJwZ2QAkDpmNBxnPmfoOv7aOlqLiqhftpyahYvoqKikesGXVC/4krTx45hw/e9IGTECRVWJz83H0HUsDgeNK1eghULYExKI+gM0LFtKXG4uaeMnogUD+KoqCXu9uPMH9Nt73x3PzauI/XlYtpvZC6oAyEy0x6ZRPnTxaBRF4YVPthAIBLFbwFAstAeiJMbZ+f2Z47DvRdMkNd0goslwpd7SV1MmlyxZgqZpse21a9dy3HHHccYZZ+z0NR6Ph02bNsW2pZD/bgZiAFdccQVXXHEFDQ0NuFwu4uP3zWGuQgghhBBCCLEzYW8b7aWl6NEIYI6iCjY24qupxjAMc8XIznrH9qQkkoePwBYfj9UdZxa6d7lRbTZatxTxza1/2T4tUlEYcNyxDD3zNBILh2J1OvrrLfaIoqrE5WQTl5NN7uE/Y8J1vzNHir39DlvffZ/GVauZd9FvGXrmGQz8+fEkDi0kYcAgnKnpONPSaVq1ko6qSix2G4Zhpb28nHBbG+mTDkK124m0e2nfWoR9HxkpVdkU4MsNzbHtUQMSePvbOlx2ldIGMww7fFQKYwZ4WLW1mfkrqkhwqkQ08IWjqIrC9aeNISVh77jvum6wcks9cxeXQsTV393Zb/TVKpPp6eldtv/+978zZMgQjjjiiB88R1ZW1i6dZ3/3k9e6/f6NEEIIIYQQQoh9nRYO46uq3F4sPxo1t9vaMKLR2EgxAKvLTeKwoThT07A4nLgzs7DFxdGwchWVn31O84ZNNK1ZYzZWFPKPPZrRF134o9Mcf4gejRJsbsGZkoxqtaJrGmGvF9Vmw+JwoFqtfToCRFEUkgqHMOkPsxhx3rms+tcjVMydx+ZXXmXzK69iT0xk/DVXMWjmCdgTEnCmpNBatIXmdWuJeL3Y4+OJBgLUL19G6ugx2BMT0YNBxmako4VD2DpXutxbvfRlVezPLrvKR8vN2mGDMtxsqOxAVeDe80biD0Z5+M11xDsUoppBIGKGp785rpBRg5L7pe/f5w9GeOqd1VQ3mtM/baoVfzBC4l5+D/YFuzpCzPudkaZgTmt0OH44NA2Hw/z3v/9l1qxZP/h3vqOjg4EDB6LrOpMmTeJvf/sbo0eP7sG72H/tViBWV1fHH/7wB+bNm0d9fX23FSC/O3RPCCGEEEIIIfYVWiBAsLqKYHNTbHXIYFMjHZWV6KFQlxUfHcnJuLOzcWdmYbE7cKSk4EhOoXndOtY++TR1S5Z2OXb+MUcz6uILSNyFhcjM8zfhr6vHX1NDw8pVNKxYRXtZGXo0imKx4ExJIdjcjPHdz2GKgsVux+J0YnU6sDid2OLjcWdlYrHbCbW0EGxuJdTSgmqzEpedTdKwoWRNnYorIw0tFCIhfwC2OPeP9tGdkc60O//CwJ/PoPjNt2hctZpwWxtL/vo3Kj+fzyF/vhlncjIpo8x6aM3r19FeUmIW/dc0mlavImXseJwpyTiAjq3F2IYOx7KXrkAZ0XReWrA9EEtNsFPZFOTgIR6WbTUDjZ9PzCDN4+CBN9ai6BEMBSKGEltRcuaU/P7qfheGYfDG55upbuzA5bDys3E5tFWtxu2UMKw3qEoPa4h1Bln5+V2/Lm677TZuv/32H3zt22+/TWtrKxdccMFO2wwfPpxnn32WcePG0dbWxn333cf06dNZt24deXl5P9q//dVuBWIXXHAB5eXl3HLLLWRnZ8vcUyGEEEIIIcQ+LdLuZXR6Gu1FmwFzhFigoR5/XT16qGvhaXdWFgkDB2F1u3FnZuFITsHQdeqXLmPL629S8/VCAFSrlYEnzCB90kTSxo0lPjf3B/ugaxoNK1ZSveBLAk1NRH1+WouKCDY27fgFioKhaQQaGro/ZxhooRBaKER4+2KXNK9bv8ND+aprqF+2nM0vvxrbZ3W5yD/uWHIOm05SYSGuzAxUy87rXeUcOp2cQ6ejR6NseukV1v37GWq+Xsjc8y5i6p23kz5hPAkDC3CmptOSkUnTqpVowSCKxUrDsiWkTpiI7nbjBlq3bCJx6HCse2Eo9tHyejqCZvioKlDZFMSimlPjDMPcd8f/G8a3GxtYubkehxWCmkIoopOb5uaKk0fuNZ+hv1lXw9qtjVhUhUtOHkdWspMPalb3d7f2G6qqYNmFovoVFRV4PJ7Y/h8bHQbwzDPPcMIJJ5CzbRXbHZg2bRrTpk2LbU+fPp2RI0fy5JNPxurCH4h2KxD76quv+PLLL5kwYUIvd0cIIYQQQggh9hzDMPBVVxGoqyXR6cAwDDoqK/FVVnyvpUJcbi4JAweao63i4nBnZqNHo6x96mmK//cWYa+5uqRisTDoxBMYdeH5xOVk/2gf/PX1bH37Xba++94Owy9FVXGlp+FMSyNl5EgyDp5E8rBhuDIzCDY1EWhoxJWWijM1FUPXzSAsHI4FYlowhBYMEmptw19XhxYO40xJMUdkJSebCwRUV9OwYiV1i5cQDYZQVIVQSysl775Hybvvxd6XKy2VrOnTGHzSL4jLzcXqdmH53tQ61Wpl5Hm/IXv6NBb96Rbay8r5/PKrSBpayKBfnMjQM04nY9LBOBKTqPr8M/RIGEdiIt6iLZCeTvzQYeihEG1bNpFYOAyra++paaXpBn97syi2nZnkoKYlxNRhSXy9sQWAkw7ORFUUnnhnPU6bQiCiE4oauOwWbjhzHE77T65c9JNV1rfz2bJy1m5tBODnUwvIz0igttGLbuwdYd3+QFEVlB4EYtvaeDyeLoHYjykrK+PTTz/lf//73y71y2azMXHiRIqKin688X5st/4m5ufnd5smKYQQQgghhBD7ArMwfgORjna0UIio3w9AoLERX3UVUZ8v1s7qchM/IJ/43DwUVcWelIw7Mwt/TS0bXvgPxf97m1BrK2BOocw78giG/fpsEvJ/eBpSNBDAW1JK0f/eouzDj2PTHe0eD7lHHE7SsKFYnA4S8vNJHrHzkVLfXRVyG4vdvsvXJH3CeAadeEKXa9S4chWlH3xEy8aNeEtK0aNR/HX1bH3rHba+9Q4Aqs3GyPPPZdRFF6CoXQviJxUO4dhnn2bF/Q9S9vEntG4pYuWD/6SjspqJs64lsXAoKAqVn35CNBDAnpREXIIHb1kZiQMHoYWCtG7aQHz+ABwpqXvFqKo3FlbT4A0DYLNATUsImwUWb2kFwOOy8tdzRnDfq6uxKhoRDUJR87VXnjKKnLS4fuq5ae3WRuYvL6e8rjO8BSaPyuZnE/Kobergzc82omiJRKLaXl/HbV/QV6tMbvPcc8+RkZHBzJkzd+l1mqaxZs0aTjzxxN067/5itwKxhx56iJtuuoknn3ySQYMG9XKXhBBCCCGEEKJvGJqGt6yUcGvL9n26TlvJVoJNTdAZTDlSUkgbP2F7yKMouNLSCTS3sPpft1Hx2eex1SUTBg5g7OWXkXP4YTudUhhsaWH1I49Tv2w5Ub8vNppsm/SJEyg87VfkHHF4txFXYBbRbyveStO69bQVF2Ox27F7PNgTErDFxaFFImjBINFgsMt/tWAIVAV3Rgaq3Y6/rg6b282A448jadhQIh0dYBjY4uO7BFqKopA+cQLpEyeY59c0Qs0ttG3dSsn7c6he8BVaKIQeibDu6Wdp2bSZEeeeQ8qokajW7R8zbXFuJt/6J8ZfezUl789h9SOPU/T6G6gWC+OuuZKkwqGoNhvlH31AuLUVQ9dxJCXTWrSZpGEj0AJ+2stKifr9xOcP2PUb3ov8IY173y6ObSfH26lvC5MYZ6fRG0YBnrtmPAvX1lJS1YKqQrizrNuMQ/KYMjJjxwfeA8IRjbcXFLF0Yy0AFlVhXGE6R00aQFZqHDWN7fzvsw2EIhpONfalLX6ivgzEdF3nueee4/zzz8dq7RrtnHfeeeTm5nL33XcDcMcddzB16lQKCwtpbW3lH//4B2VlZVxyySW7fN79yW4FYmeddRZ+v58hQ4bgdru7JcfNzc07eaUQQgghhBBC7HmGYRBubcFXXY3WWRMs0tGBr6aGYFNjlwTAmZpG6rhxKBYLVpebaCBI8VvvUL90OR2VlbF2GQcfxOBTTibvqCO6hEDb+Gpqqf76awL1DZS8+35sJNk2jqQk0saPZcS555A6Zkxsf7ijg8rP5lP5+XwiHR3o0SjeklK0YJDesmn2y+bqlFFz+JKiqsTl5ph1vgYNxJGYRFx2FvH5+bjS01AtFlzpabjS08iaMhkwQ7qyjz5h2b33Uf3lV1R/+RW2uDgKTvoFQ886g7jsrO3vNTGREef8GltcHMv+/g82v/IqzRs3MuXWP+MZOIghp57O1rfeJOL1gq5jcTppWr2SzMlTCbU0E2iox+Jy4UpL77VrsKtmL6ikzW9eL1WB+rYwTptCY+eIsYuPHYAFnRc+3ozDAoEoRDSD3DQ3vzm2cI/3NxiOsrGsmfUlTWwsayIY1lAUOGJCPj+bkEeC245hGKzeUscXy0uJRHWy0+JxBkqw23ZeK070nKIoPRrZuDujHz/99FPKy8u56KKLuj1XXl6O+p2Au6WlhUsvvZTa2lqSk5M56KCDWLhwIaNGjdrl8+5PdnuEmBBCCCGEEELszXRNI9BQT7itFS0YjE1LNHSd5o0bCLe2bv8gqii4MzOJy8vDkZSCOzMTW3wCJe+9z6p/PRabVqmoKrlHHcGoCy8gqXDITs9ds3AR39xyO5HO6ZcAiUOGMP6aK3FnZuJIScaRmGj2xzBoWruWre/OoWn1GtrLy7usZrmNLT6elFEjSR4+DEM3CHu9hNvbifp8qHY7VqcTi9OJxemI/dnqdJpTHevr0UNh3FmZtJdXULXgS/RwOHZsQ9fpqKiko6Ky23kdyUmkjBpF+qQJZE+dimdwAYqioFqtFPziRBKHDGbji/+lfvkKwm1tbH7lVba8/gZ5Rx/J8HP+HykjRsSONeSXp2B1OFn2j/toXLmKT86/kOl330XmwQcx8JRfUfLWm0Q6OjA0HWdGBrXfLCJr6jRCLc10VJRjdTqxxSfswldB74hoOs98ur2uXJzTQntAw2pRIaKR6LZy6pR0/vLCctxWg0DEIKyBzaJyzS9H49iDAVMwHGXO11tZurEWTd8e9CYnODjzmBEMyU0CwNsR4pNviymvNVddyM/0cOL0IXw6d+se6+v+TlV7uMpkD9p83/HHH7/TUlbz58/vsv3ggw/y4IMP7vI59ne7FYidf/75vd0PIYQQQgghhOgV22qE+aqrMTRzRE80GCTU2kqouYlQZxC2LQyLy8klYdAgDJuNuKxsnIlJNK5azepHHqNl4yYAUseOYeT555I2YTz2+Phu59QiEbRAgPbycko//Jitb72DoeskDRtG2rgxeAYPpuCkmVhsttiKlFvfex9vSSnhtjYCDY1djucpGMTAE2bgGTgQFIWE/HwSBg7oVqdrd0V8fsLtXpzJyaAohNu8tGzeTOPqNQTq6gm2tOCrqsZXU0OopZWarxdS8/VCVv/rMVLHjmHURReQMWkiFoeDlJEjmH73XzF0ndpvF7P5pVeoW7KUirnzqJg7j8G/PJlxV12BPcEMsgaeMIPUcWP45ta/0LxuPQuuncVBf7yB/BNmUJGWyaC2ZqIBP77KChIGDaJuybekjZ9A1OejrbiIpOEjsDr3bKH9j5bX09i+PUBsD2i47Wpstcn/O20Id7+0GpfVIBg1wzBFgetOH8PgnJ4XSd9VhmHQ2BagqLKV2iYzfN1Y1kRLewiA9CQXowvSGD04lfxMD6qioOsGa4rqWLCijEhUx2JROGz8ACYOz0br/Psiekdf1xATP81uL29RXFzMc889R3FxMQ8//DAZGRl8+OGHDBgwgNGjR/dmH4UQQgghhBCiR6KBAB0VZWZtLMwgzFtcTNjbFmuzLQhzpqWROKQQW3w8Vk8in7/xPxK3ltK4clVseqLV7WbMby+h8IzTdlgfTItEWPXwIxS/9XZsBNo2BSf9gkk3/h6LzYYejVLz9UKqvviSuiVLugVgFoed/GOOIe+Yo0gePgxXWlqP37Ou60QjUTRNiwV9330YhoGu6xi6Yb53BbBYsCYno6GgoOBISSF7+jSyp0/rco20cJjWzVtoXLOWusVLqF+2nKY1a/ny+j90XsNUsqZMIf+Yo0gbP57saVPJnjaVls1b2PTflyj/ZC5b336X6gVfMfTsMxly6i+xx8cTn5vLUY/9iyV33U35J5+y9G9/p62khPDAfArOPJuqDz8g0FCPd+tW4vMH0LRuLSkjRqIFg7QVbSFp2IjdWjxgdxiGwSMflMa2bRaFiGYQipqjcwoyXKzaXIeiRQgb24voX/aLkRwyvHeneOqGgS8Qobqhg5KaNtYUN9DQGujWLjnByZnHDI+NBtv2PspqWlmwooyGFnPEY056AjOmDiHZYwaM3/sSFj+RopiPnrQTe95uBWJffPEFJ5xwAoceeigLFizgrrvuIiMjg1WrVvHMM8/wxhtv9HY/hRBCCCGEEGKHdE0j7G0j2NhIpN0LmFMA28vL8NfWxuqDWePicCQmYo2Lx52ZiT05mar5X9K8YSPeraUEy8rYVqXLFh9P/nHHMOaSi3GmpnQ5X7CpmfK5n6KFQ9R8vYjGVatjz1ndbnJ+dhiDTphB4tChVH76Gc2bNlH1+Xz8dfWxdra4OAaeMIPs6dOwezwkDByALT4+NgVKi2pouoahm2EWnTOjDMPo8ugLiqpgt9tRLSqoKkkjR5AyehRDzzwDf2MDW156ldI5HxDp6CDY2ETpnA8onfMBiqqSPGI4oy+9mOxpU5l6x20M+dUpLL37HtrLK1jz2BNsmv0yU++4jawpk7E4HEz5y23E5+ez/pnn2PLyq6gjhqPOmMGQ08+k9P136agop6OinLi8fNorKojPzUUPh2kr3kLSsOGolt0e49Fj325pobjOH9uOaAYOm0oooqMApx6cwrdrqgAIRsx78uujh3D0xJyfdN5mbxB/MEIwHGXd1ibWlzbR5guh613vu0VVGJjtYWCmB6tFxeWwcvDILJx289oYhsGmsia+XVtJU5sZnjnsFqaPy2f80Kzdmq4nekZVezYdspcGfopdtFvfPW666Sb++te/MmvWLBISts/fPvroo3nkkUd6rXNCCCHE/sAwDPRIBD0SxtB1FEXF6nb32rSXngqENSqbglhUyE524rJLwVwhxL4tGgwSqKsl2NwUC73C7V46Kqu6rCKp2uwkDR+GKyMTRVGwxsUTDYRYcuc9NK1Zs/2AViuDTzmJwl/9ksTBBd2+T+uaRtmHH7Hqn490WSXS6nYz5fZbyJ4+DdVqpa14Kxv/O5uKG25Cj0Ri7RxJSWYINm0qaePHodrtsVArHArT4e3Y7WuhWtTYSnOGYWDonaFZZ5JmsVhio8Vi4VrnH3RdR9e21ywzdINQMLTjEzndFF50IUMuvADN78NXWkbNl19St+hb/LW1NK/fwJfX/4Gcw39G+vhxJI8YznH/fYHKT+ex8cXZeEtLWXDd7xl98YUM/805WJ0Oxlx6MQn5+Sy56270jZtYesdfmXbnXxj0i5PZ+tab+Gtr8NdUkzRsGGGvF1t8PFoggLe4mMTCoX3689QwDP40e1Ns26KCpkMoYl6vEyelsWhNNTYVOkLm9TxxSj6nHDpwt84XCmusKqpn8foayuvad9ouLclFXnoCIwelMHJQaiz8+m6/fYEwXl+IxeuqKK40/z5YLSpjhmQwdWwebmf31UxF75Ipk3u33QrE1qxZw0svvdRtf0ZGBo2NjTt4hRBCCHFg0aNR/LU1tJeWEmhsQAsFMXQdW1w8rowMbHFxuNIzcGVkoKh9F0wZhsE3m1u547VNbKnxd3nObVcZnZ/AdScNZsqw5D7rgxBC9DY9GsVXXUWwscHc1jSiPh8dlRWE29q6tHWmp+MZPASrywWqlZJ336f664X4a+sAc6TW8HPPIX7QIJbXVDH+9NOx2bYHBVokQsv6DdR88y1lH3wYG+WVWDiE5BHDsTgcDPnVL9HDYWoWfkP1l19ROueDWFH8pGHDSBs/jrRxY8g9/GeodjtaVCMciRD9gQBM6ZxrpajmB2oD0HUDwzADK33bCDEFFBR0DaJ6FAUFAwNd0zEMsFhUUCAUiZjTJjvDMLPYt2oe2zDQNDM8UxQFBXNWZWy9AbaPclFVFV3XY8Fi4ujRJI4ezYjLLyfY2Ej5229T/OZbVC/4kuoFXwIw+FenMOn315N/7DEsv+9BSt59j3VPP0vxW+8w5reXMPiUkxj48+NR3S4W3fQnqj7/gkV/vo3Jt/6Jgl/+ii2vvky4pYX2sjISC4eaQZ6qEulop6OijISBBT/hq+mHvbO4jrIGc1SVqphh2LYpkwkuCxG/F4fFoCNsxosjByRx3nFDd2nVwKimU1zZyuriBlYVNRCOmPMWVVUhwW3HoioMyPQwcVgG2WnxxLtsZjH/7zAMg7aOEJvLmyivbaOuuYNQePv8R1VVmDI6l4kjsruFZ6Lv9OUqk+Kn262/CUlJSdTU1FBQ0PUbz4oVK8jNze2VjgkhhBD7onB7Ow3Ll+LdupWo39ft+VBzMx2VFbjSM4h0tBNoaCA+Lw97UnKv/2PIH9I4876lbKzq3g8Af1hnSXEb5zy0gvEDE7jrnJGMyOteKFoIIfYW0WCQUHMTgcYGjGgUQ9dp3byJUEtLl3aujAwcySlY3W7icvNwJCez5rEnKXlvTqzOl2KxkHnIwRx04x+Iy8kmEomgfPABYIYL9UuWUvrBR1QtWEDUv71Gk92TwIhzf8Ow/3cWbVtLKP3gQ7645lpCLa1d+pB31JEM/82vSRw+DC1iTn8MhqPowTA7olpULFYrkahOKBQmHI6iad1XmuwvVouKalFRUFAt28M080eXAbqBMy2NYZdcQtZRR1O7YAG+qipqv/qarW+9g3drCYWn/Yrxv7uKjIkTWPPkv/HX1rL07nsINDYy+uILyZo2Feupp6C9/R5V879gXlkZh97zNwafciqbX/ovUZ8Pf3U19mAKCXl5RP1+gk1NWOPicaX1bq0uMEeB3fbK9tFhumGGYhHNTBWPG51Ic2Mz4agZlLnsFq765ahdmoK4priBtxcU0e7f/nWRluhi8qgsDhqeRULcjuuktXUE2VrVQkl1KzUN7YQiOy7+FeeykZbk5vCJA0lPjutxv0TvUJSerTIpgVj/2K1A7Oyzz+aPf/wjr7/+OoqioOs6X3/9NX/4wx8477zzeruPQgghxF7PX19H/ZJvaS8vh85RAYZhoFosWN1uLC4XiqoSbm1DCwUJ1NcRaKgnPi8PLRTE7kkkfsBArE5nr/Tny/VNXPHkGoKR7R+mPG4rQ7PiiHNaqGsNUdYYIBg2n19V1s4v/raYEydlcMf/G05SnEyjEELsHQzDIOxtI1BfR6R9+xSyYGsrbVs2Y0Q7K5grChank8TBQ3CmpeFKz0B1OGhYupzVjz+Jr6oagMwpkxl21hmkTRiPze3udr5QWxtLH/wnFfM+i+1zJCWRPmkCeUcdSerYMVR+/gWfXngJrVuKYm3sHg/xebm4s7IYfPppeIYPQ4tqBHzdC54rnaOzdENB03Q0XScUCBGN+ru1/e51MAzzg7PFomJgEI3qhCPm+499nO78YG3WmTLMqVidKwvqhkHnQcxRX52BlhFrbx7IqqrY7VaUzvOCOYqJHwnobDYLdpuVhMGDSRhcgKIo1C36hlV/v4fGVatpXLUauyeBnz3wD054/WU2PP8i6595jnX/fgYtGGT4RRdgGVrI9IcfYPFtf8FbUsr8q37HMc881Tl98g0CDfXYPAl4y8tILBhMpL2djopyrC43trjeDXzue6cYX8gMmqwqRHUzGAxHdXKS7TTUNwMQ7Cyuf9EJw8lI6tnql2W1bXy2rJwNpeYx4l02xg5JZ1xhOnnp8RgG2G0WGlp8VNW309oRpN0XIhiO0u4P09oe7HZMRYH8zEQK81PISUsgJdHVbSSZ2LNkhNjebbcCsb/97W9cddVV5Ofno2kao0aNQtM0fv3rX/PnP/+5t/sohBBC7LWcWpTy997BX1Md26fabMQPGEhcdjYWh6Pba0KtrXi3FhNqaaGjooJgczMpo0YTDQZIGjbiJ4Vimm5w9v3LWFHije3LTnJw1mHZrKvoYH1FB6oCw3LjOWZcGr6QxitfVcdqoXywvJ5PVzXwpzOGcvZhuVik0K4Qoh9FOqdBRn3m1EJd0+ioqiRQX4/RWZtLsVhIGT0GR2oqWjCEMzUdX1UV65+9n9pvvo1NXXRnZTH51j+RMWlit/P4amrZ8sb/CC9YwCcPP0rU70exWBh8yknkHX0UjqQkvCWllH/8Cd/efmdslJlqs5Fz+GEMOvEEMg45GE0ziEQi5hTEaOdINEUxi9OjENF0olGNcCBCNNp9RI9hGEQ1nUhUIxLVzRCqB1xOO4q6bTVJswi/Hvvz9wqwW1RsVhVVNcO4UOeSiNtGshiGQVCPQmD7iCUFsFrN0WEonXWRVPNhtahYOmt4RSIake9M97OoKp5JBzPtqSep/uBDar/4An9NDV9ccz0/e/A+xlx6MVank9WPPs7G/8ym5ptv0Q+bTuqJJ3LcC8/yxdXX4i0p5avf38hRTzxG9mE/o+bLBXiLi0mbMAFfdRWujEy0QIC24i0kDx+BxdE7v1gqqfPz/GcVse2oDh6XBW/AfH+DPDoq2+uGHXdQLkeMz/7BY+q6wdqtjSxYWRGrD6aqCkdNyufogwbi9QVZur6a977YaIaXP0BRzBUiB+ckMzA7iTiXDbvNgs3608owaLqOZkiI1lukhtjebbcCMbvdzr///W9uvfVW1qxZQ0dHBxMnTmTo0KG93T8hhBBir6RHo9R/s5Ccmiq2/T7f6nKROHwEelSjdeNmtr77AR0VlRiGgTMlhfRJE0gfPwaL00HK2HGEmppo3byJqM9H84b1pIwaTVvRZpKGDcdi7x6k9cSjH5R0CcPGD0ygsjnIQ++XdmlX0RRk3mqz7qfDqlCYFUdpg5+oZhDWDG57ZTNPzS3j2asmMCRLplgIIfYMwzCI+n0E6usJt3vNaZGGQUdVJf7qanRN47sfGx0pKSQMKsCe4GHNY/+mfumybsdMGDiQnJ8dysgLzsMeb04LjwZDVM3/gub162kvL6duybJYyBUF4nNzST9oEi2bNrP17Xdjodo2ySNHkHv8cWQffjjWzmMGAqHYewhHzEDKHAVmEA5H2FG+EdXM0EvXDbTOIAwF4uOc2OwKoVAEu91KYoIbu8386OYPhAgEw1gsFhx2K4keN07HD4/q3RaUoRALr777nGFsrxFmGAY+f4hWrx9FUXA6rFitZkH+UChCIBgmEIwQCIW7vCdFUXDYLNhtFqwWFV0HXe8M/dweMk8/i+wzzqLhqy8pfvIJPr/iajKnTWXYr/8fU/5yGyvuf5C2LUVQWkbjpElkH3IwP3vgPuZd/FtatxSx8Kb/47D77qG9vJyOslKa1q4l85DJhFqascV7MKIRWovMlSctth1PM+wpwzC4/InVfP+WtQfN9zMw2YJDidIeMuuGDc9P5MKfD/vBY9Y2+Xh57gZqmswyBhZVYdLwTA6fkIfTbmHekq2s39rQ7XU2q0pOegJpSW48cQ5cDhtOu5Ws1Hicjp9eC0zXDcprW1lf0kBDi58OXwirInVFe0vnAM0etRN73k/6G5Sfn09+fn5v9UUIIYTYJ4RaWyn74H1CLeY0B4vTSfzAgTSt2cCWu+4l2NzS7TXBxiZaN29hyyuvkzhkCFnTp5KQm0XahIk0rFhOtKOD1k2bSB4xgpaNG/AMGozd49mlfgXDGo9+WAqYNU48biuryszfQGcn2znpkCyS3DasFoWoplNSH2DJllZKGwIU1Zr/QPe4rXj95miBqqYQJ/71W567ejzTR6Tu7uUSQogfZBgGoeZmwm2thNvbMbRo7Llgayveoi2xlRoVwOJw4MrMwpmaih7VaVi5lq1vv0u4rQ1FVVFtVqxuNwNnzGDIqaeQMGBA7HitW7aw9Z33KPvoEyIdXQvap02aSLPNSmKHj5Z16+moqoo9Z0tIwJ2VRdqkSeQcezTxncc0DHPaYkTT0DrrSmmdqzt+n97ZNhaCGTo2qxW7zYrbbcVht+Fw2HA77WYh/J3wJPRsSt53mdMsd/yJW4nVAdu+HR/nJD5uByOt4ref2zAMIhENfzBMq9dHR+d0vmDYvH8W1Zza6bRbsVpUs9SOAamH/ozE8RMpffF5Wlau4MvfXce4Wddx/Cuz+faW22hYtpyFN9zEYffdQ+bBB3HYffcw/6rfUbdkKYtuuZ2pd95G8RuvEW5tpXH1KtIPOphQSwuOxET0UIjWTRtJHDLUXERhNz33WQXFdeavu1TFrB3mtKkEIzp2CwxI0AhEDHQDPG4b158+dqdTEw3DYOGaauYsLCaqGbgcVqaPzWHyyGy2VDTxyTdFNLRsnyo7JC+ZyaNzSU+OIxiK4nJau4WYvcEwDIoqmlm0ugKvr+uKopqh7vBrWOw6mTK5d9utQOy0005j8uTJ/PGPf+yy/95772XJkiW8/vrrvdI5IYQQYm/TsmkDVZ/Ni40WUKx2ar5ZRstzL6F31rFRbTaSRwwna8pk0idNxOp00rJ5M5Wff0H90mW0FRfTVlyM1eVi+DlnkjCogPatxYTbWmnbWkzikELaijaTOHQY9oSeh2LXPrsWbXsJGFp9UbKTHBRmx1Fc5+OpT8q7vUZVYPLQJNx2la83tuD1R7GoYLeqBMI6mg7n/XMV5x6ey5/OGCq1SPpQS0eEUFQn3WOXqarigBEN+GkvL98+JTIaJdDUSLChAUPT0ILmCr0oCnE5OdiTktE1HV91LRteeJmOysrYsZKGDWPqHbfhGTQwti/i87Pyn49Q8/Uiwm1thFpbY8/FZWeTc8TPUICQt52WTZvQi7fSAqAoZE4+hOwjjyBl3DgcaWld+q0D4bBGKBzdYXCgaXosGAKIRDU03cDhsJGSFIcn3oXTYdunPwQrioLdbsVut5LkMWuxmQGhhi8Qps3rp9Xri62YuC0gi3PZscbHU3jl1QD4SkqoeutNAg2NTLr9Nr78yx34ly5jwbWzGHfl5Qz79dkc+o+/8+WsG6he8CXL7rmPibOuZcvLs4n6fLRu3EDSiJFE2tuxxcWhh8O0bt5IYuGw3aopVlrv5563imPbumGuKrmtJufINLPm2rYFHK/51WhSEnY8qrvdF+a1zzaxqdz8BdqIgSmceuRQGlv8vDV/Q5c6YAOzEjl0wgCyUrcvbhPv/mkj3b4vGtWpqGujvLaNirq22PkddisjB6VRkJtMnNPK/M/m7tNfm3sTmTK5d9utQGzBggXcfvvt3fafcMIJ3H///T+1T0IIIcReR49Gqf7yC1rWrwPMmsRtJeXUfP1NrE3CgAFkTjkEq9tNoKEBX20dwbnzcCQn4UpPY+wVv8WdkUHVFwsoeuMt2oqL2Tj7NUZfcj6u7Gz81dUEGxqwOBzE5+XTUV5G8sjRKD34zfCCdY3MW90U29YMmD48mdVlXr7c0Bzb77aZ/7gPdn5O0w1YvKUVgMGZbuKcFtaUtRMI67jsZigG8J8FVby9uJaXZ01kRN6ujVwTXRmGwaYqH+8uqaW41o+BQXljgOIaPwZmSDkw3c3PJ6ZzyNAkBme6yUl27tKqZULszbRQkEBDA8HmZoxoBEPT8NfX015Wyo7mFdri47Enp1H7zWKqvvgyNrURwJYQT86hh5I1ZTJ5xxyFxW5Hi0RoWrOW5vUb2PLaGwTq62PtVauVnCN+xsCf/5xgQwNb3ngT79aS2POK1crAX8xk4K9+iTsrK7Zf1w0iUQ0Ds658JLI97DKnSGrm80bnSDBNx2q14HTYYg+X047bZd+vgwZFUbDZrCTZzJAsJ5qM3x8iqml42wO0tQcIRwK4HFbsVosZkBUUMGzWHwg1NFA05yOG//KXOM/5NasfeIhV/3qU1uJiJv/5/5h+91/5+sabKfvgI+Lz8hj0i1PMIvv19dgSPMTl5KCoKorFgh4O4y0uImnEiF0qQaDpBtc9uw7te3XXtq0qmZsAyS5oD5rbp0wfyPgh3UdQ+4IR5i8vZ+GaaiJRHatFZeb0AjB0XvpwTSwsjXPZmD4unyF5KbidvbOYjWEYeH0hGlv9+AJhHDYrwXCUqnovFXVtRKLbp//arCqTRuQwYXhWrPZYJBKR6Xu9SKZM7t12KxDr6OjAbu+eVttsNrxe7w5eIYQQQuy7gk2NlM55j0h7O1o4TMumrTSuXW+ubKYoZE2fht2TQM3Xiyh6/c0fPJY90cOA449n2t/uZMUDD1H37WLWP/MCuUccRuYhk2gvKcFXWYmiqsTn5uGvqSYuN+8Hj9nUHuLSx1d32TcyN45vNregGxBng8HJ5j/irZ2hyrZ/3AejUOGF2g7Y2jk9ZNzABKqbgzS2R7ocsz2o8Yu/LeXyGQO4+oQCnPafVrj3QLO1zsfzn1UwZ1k9bf7oTtvpBpTU+3n84zIe/7gMAKtFYVC6i6PGpHHatGwKs6Wum9i3xFaKrKsj0tFuFm5vbsZfU0OkvfvnB7vHg9UdR6itnaqvFtO0Zu325xIT8QwcQP5xx1LwixNjU+O8JaWUfvQxJe++T6hl+9R1d1YmOT87jHB7O1GfHz0SZcmddxHu/NxicbnIPvxnpEwYT+qkSTgSE9E0g2Aoig7onbW9vhtkGYZBKBwlFNGIajqKopCc6CbO7cDpMKc+Wi3yPdJmtZDYOXosNTmBUDhCe0cQnz9Iq9f8meOwWXFawJGeTsaxxwMQrq9j+uOPsfnppyl7+x1caWmMu/JyJv3hepbdcx/rnnqa+Nwccg4/kuovPsdbXIQtPh5HYiJWt5uIrqNHI7QVFZE0dBiqrWdh0+sLq1lb3t5l37Ypk/F2GJpi4A+bI8QKshI466jB3Y5RUd/Oix+uo63DnIaYn5HAqUcMZfmmarZ0jhRzO22MGpzOlDG5OGw/rQ5YizfA1qoWQp2rT1bVe/EHIzttH++2U5CTTF6mh9wMD077T69DJnZOArG922599Y8dO5ZXX32VW2+9tcv+V155hVGjRvVKx4QQQoj+ZhgGzevWUr1gPhgGwZZWahYtJdhk/oPWkZJCqLWV2q8X9viY4TYvRa+/QfFbbzHs7LPQo1Eali2n7MO5tBWXUHj6L/FVlNNRXo6ts1CzNS4eR1LSTo959v3L+e5CZDYLbKgya4KluWFIsvlb7/agGYQZmMvHW1VzGsiINBiUBMXN0OCH1WXtqApkeOzUe8PdzvfEx+XM/qKKJ68Yx+ShUnj3hxiGwatfVfP4J2VUNQV//AU7EdUMimr9FNWW8+9Py5k2PJlrZxZwcGFS73VWiF5kGAbRgJ9gQwNhbxt6JIKh6wRbWvBVVxH1+bqMBrM4nThSUtBCEXw1tTR+vYTGNWu3r+ZotZJ//LEMO/MMkoYPo3VLEd6SEjbNfpn2ikpaNm6kvWz7tHBrXByeQQOxOBw0rV23w19WuLKyGPjLU8g67jgMq51IVCNoQLAj1K2toihEomb4pekGumGQEOfC47Fis1nwxLuw/sTV/Q4EDrsNR4qNtJQEssIR6hra8AfCtIc0FH8HSnM9CYMGYc/IpCMYZcB5F5B74olUf/ghW/73NkNP/SUdlVVsmv0yS/56N0f86yGSR46iZcN6mtasJn3SQaAoWF0uoj4fWjBg1uUcMgSb+4d/kdARjHLv28Vd9tksChHNwKLAmHSDkGauNmmzqFz9y1Fdygh4fSEWr6/ls2XlRDWdtCQXM6cPRjEMPl1cTFNbAFVVOG7yYEYWpO/yqF/DMKhv9rGmqI7SmlbinHacDgtV9e3d2qqqQqrHRUKcIxbm5qQnkJ+ZSEZK3H49SnFvo3T+ryft9mbJyck9+rppbm7+0TZ7k90KxG655RZOPfVUiouLOfroowGYN28eL7/8stQPE0IIsc8zDIPWzZtoWL6UYFMT7eWVtGwqwl9nrv5kdbuI+gOEvvdDX7FYSB07huThw4jLySZt/Dji8/JoWrOWhuUrqFu6nJaNG8EwMKIam/77EkkjhjP6kotY/9wLtG4uouzDj8k5dCrhtjbaS0uxjx2Ht6SYpKHDsMUndOtrUY2PkvpAbNtlg0AEbCoMTQGHxSCoqUwbmcHk4WmEoxr+kEYkqtPcHqa4pp0NZa04rDAiTSErCEXNEIhCvTeMRYGhOfEU1/pio8rAHC326wdXcPOpQzj/qHypLbYDc1c1cNsrm6hv2xYqGvC9f/AqGNhUM8S0WRTCmoI/8uOFjBdtamHRphamDkvimhMLmDJMgknRfwzDINTaQqipCS0SRg+HMTStc38rgYZ6M5wIhbqEYKrNhj0xCVQVV2YWlfPmU/7Jp13axOflMeD4Yxly6i9xJCdTt3gJ8y7+Lc3rN3Trh6Kq2D0eQm1t5uq969bHnvMMHkzatGkkDB2KGp+APSkJe0oqmm4QMoCI1uVY26ZIaroOKLicNnJz0rDbLESjWmzVRbH7HHYbA3LN2my6btDQ5KVGUSl7733ikhNJO/QwolggJYP88y7EEg5Q9tl8xl55OR1V1VTN/4Kv//h/HPPUY4TbvfgqK2lcsZyMgw8BzJF/WiiEHgnTumkjnsGFOBITd9qfRz4oiS0qs822n3uj0s3/hjqfPvf4QvIzzF9aabrBJ9+W8MXKSnMlT2DEwGTGDk5j0aryWMF6h93CST8bzoCsnfdB03R8wQi+QJjqhnYq670ogN1mobaxg47A9l9SBUPb+zowO4mkBCcuh5WstASyU+N/cGEGsefsLyPEHnroodifDcPgiiuu4I477iAjI6P/OtULdisQO+mkk3j77bf529/+xhtvvIHL5WLcuHF8+umnHHHEEb3dRyGEEGKPifh8lH/8If6aasLtHdR+uwxfTR1gfthS7Xai/u0BFBYLw875f+QffhiJhYVYnd1X5cqeNpXsaVMBc4XK0g8+Yv0zzxHx+WjduIlwSysjzj2HDc+/SNOaDTiSEvEMGkDU7yfY0owrNQ1vSQkpo0ejqF1HIFz17+1TJZNd0BIwI5cRqZAYZ+PI8VlU1LfT4g3w4ieb8fq3T6NIjLOTk+rm6AmZtHZEWFfaAobB6HQFFNjSBG0h2FjVgVUFt0PFH9K7nP/u/xXz0PslXHrsAK48YZAEY4A/FOW6Z9bx2dqm7z1j/mtXVQzSXOCymnu2xWSqaqAqBhhmjSINcyRCMAotQYUdxWTfbG7lm80rGJYTx0XH5HPSwVk4bHIPxJ6hhcNE2tsJNDYQ9XWYAVhLC/76OvRIFCMa6R6C2e04klMwDGhctZaqL16LrSC5TdbUKWQfNp2sKVOw2G3UfrOYFQ8+TP2SpYS95mgYi8NB4rChWB0OIv4AbcXF6KFQrGh+4uhReIaNwF1QQNLoMViTktG/V58s2hle6LpBOBIlHDXrgKUkxpGZmYTNakVVu68QZ/uJU9xEd6qqkJmeSGKCk8/K80gNR1n9p5vIPv7npB9xJFEganHgGDWWuo1bOOTWPxGor6d5/Qa+/MMfOfKxf1E1by7Bpkbqly0l46CDAbAnJBANBNCCQbxbi/AUDNnhiOuqpgDPzqvosm/b9+c8j4HbahbRVxS4dOYIjp2UC0BrR4jXPt1IUVUrAAMy48lNi6O2sZ0vV5hT3l0OK5NGZDN+aBZOR/evnUAwwpaKJkqrW6lq8MZWK90Ri0WhMC+FkQXphKMa7b4wA7ITSd6NlUeF2BXnn39+l+1rrrmG0047jcGDu08b3pfs9nfzmTNnMnPmzN7sixBCCNFvwu3tNCxfSsv6dejRKK3FJdQvW40eiaBarThTU/DX1aMFzWlv1jg3A2YcT2VmBqN//f+w2WxmjZxwGF3X0aIGkWiUaOcIA6Nzio3VYiH35FPI+/kMvrjsSjoqKvDX1bH13ffJnHwIdYuX0Lx+M3HZmagWC+0lJThT0tAjYfy1tcTl5Mb6XFbvo7jWDOfi7dDamdPlemDEAA9DcxL44NuuK0s67RYcNgttvnDssY3LbmF0jof2QJSS2g6GpUJ1O9R0mMFMNGQuNx/R6BLOBMI6//yglBfmV/KXs4dxwqTMA3KVxNJ6P3+avZFvOxcp+C6LYpDsglyPiq5YqW6LUu5lhyHX9teYtWtUxSDebhDVIKiBsYNpFZurfdz0n43c9UYRvz1uADMmpjMo3S2F+EWvMQwDQ9fRggEiPh/Bhnq0UAgtEsFfV0uoqRk9HIqttrvtNf7aeoKtXixOJ3o4TEdlDb6ami4hmS0hnqg/QFLhEEZfdimJBQVEOjpY/9zzlH34cbeplUnDhhINBMwRYJ0r/tpTU0k58igyDj+c+CGFGNauNaN0wzCncW6b8qjr6LqBphsoioLLZSfJ7WD1qmWMHnYUth7WnBK9y2JRiYSDDD3xRAYfNo3Pr51F5RuvM+C880mdMtUsCJ+YSnNTG1PuupMvrriKjopKvr31L0y/5y7K5rxPqLmJ+qVLzJFiimKWH1AUtEAAb4m5krPd03WU1v/N3sh36+grivll57EbZMdDRDdrOV532hgmj8jAF4jw+fJyFq6pIqoZeFwWPG4b4VCYkirz56onzsHBI3MYPSQ9VrAezL8Xja1+ympazVFgdd4uYa2qKridNtKS3AzISsRqsRAMR0nxuMjL8GC1yi899iUK3x8bvvN2Ys/brUCsoqICRVHIyzOL/C5evJiXXnqJUaNG8dvf/rZXOyiEEEL0JS0cpnntamq//QYtEKCttIKWjVtioxDicnPQw2H8deYqZQkDBjDivN+Qf+zRGBYLVR98QDSqEQiECAYjnQHYzmMOTYsSCncAMO6Bh2lZtZKmbxbR+NWXtBZvxZFiBm8NK9eQPfUQ9EiE9rISPIMK8NfV4kxNw+IwV8z67RNrYsf1dRb5TXEaDEi20tDip7iqDYDjD85l/JBUEt12BuckYLWo+ENRapv8VDf7qW70s2h9HVWNfnOUGJCX6iIj2Y1S2kxuAnjDZo2xbcvMJzpVghGd0HdmGbX5o1z37HpufHEDV8wYyGUzBmE/AP7hvqGinRv/s4ENlR3dnrMoBqMyrbhsUNGisa7eIKpvDwwclu0FmzXDDB630Tr3gRK7zlYV3FaDYBTCevd/PrcHotz/7lbuf3crVovCIUMS+fXheUwbnkxSnHzAF7vGMAyCTY34a2rQI+aHfC0UwtdQj+bzoUeiRP2+Lqs+GpqGFtHoqKqheeNmQs0tOzy21e0mdcxoRpx/Lha7nbKP59KwfDlfzbpheyNVJXHECFzp6fiqKmkvKUV1OjHiEkgaP4m0436OMyuLuMGDsTi3j5DZ9h1Y03Qimo6mm0XvzZE3Zh1Fm9VCWnIcSR53bMRXJBIhHPrOCGDRr5ypKRz54H18evFv2XLfvdQfdAiDL7kUZ3o6EcWK11CY9Jc7+GbWLBpWrGTlg//koBv/QMk7bxFsaqRh+TIyp0xFCwSwdC4IpwUCtG3tLEMQZ055XFLUwtcbu36dGgbYVIOhKeaIXYdN5YYzxzEsP5FPFpeyYGUl4YiGRYXsZEcsbLWoCpmp8YwbmsnwgalYvrNKdDAUZVNZIxtKGmhs9Xc5X3pyHEMHpDAwO4kUj0um4wqxh+xWIPbrX/+a3/72t5x77rnU1tZy7LHHMmbMGGbPnk1tbW23YvtCCCHE3ibY3EzD8qW0btlMuM1L49oNeLeWYXSONrC6XVicTnxV1QBkTj6EMb+9hNQxo9F1nWAwTNDv5+BDptPY1L2g7TbmCARzJILVomC3WTE69xuKQtKEiSRNmMjAc8+n9qMP8W/aQKi5meYNW3Clp+EZkIe/pgZ3ZiZWl5v2ijIShwxlZUkbxbXmP6jtKoR1SHIYFKZaCIaiBIH0JCfnHTeUKSO713dwO6wMzvEwOMcDwOlHFLCyqIkFq2tYsqmRmuYANc3mB8OsFBeD3XZcljaqOxTqfNAWNK+TxwEq0PqdGtThqMHDc0p57KMyhma7mTYihePHpzOxIHG/HLF0xj+WEOxSdsYgP8lCVoJKQ3uUrU0avoi5P84GAzyQ6FJJS7CTnujAoiqEo2bdGF2nc4qWeaT2QJR2f4SWgEGl1wzBvGHzSYfFHCsW1GBHv1uOagaLNreyaHMrAElxVrKSHAxMdzMyL56CTDd5qS5yU5x4us/0FQcoLRwm0tFBqK2VcEsz4fZ2vKUlaIEAhgEWuy02UtZsH8Ff34ivupaO6loiHR1dR3/FxZF92KHY4tzYPR5cGen46+qoWfgtTWvX8uV1v49NmXTn5ZIxdSq+ygp8lVWg6wQaGrClZZB+7AyGjBqNKze3W5/BDO803QwlAJI8caidU7gT4p3YZZrjPsmVnsbhD93Hgmt/T9uyJaxYvpRBl/6WrKOPQbfaIDWDkTfcyNo7/kLZhx8Tn5fH8HPOpujVl4l0dFC3+Fuyph8KYIZiuo4WCtFWVETyiJEoNjvXPbPue2c1i+iPTjfDVZfDwo1njaOxxcffX9yIv7N2V3aKCxVzxKHDbuGogwu6hWAAzd4AyzdUs6W8KfYLM1VVGJSdRG6Gh/xMDymJ7r6+lKLfGPzwePDvthN72m79ZFi7di2TJ08G4LXXXmPs2LF8/fXXfPLJJ1x++eUSiAkhhNgrGYaBr7qKxlUraSvagq+6ltaiEjqqtk/fcWdm4khOomXzFhRFZejZZzL0zNNxZ2WhRXWamswVsXZE03T8oQjRqN5t+oNFVQmEDXTf9uQo3mUnzmVH03SscXHknXY6Ea8X5YlHaVy8mPayShLyclFUhdbNW0idMIGI10uwsZHLntgImNPqwro5rW5Utp1g0OzbGUcUMDw3gaa2AK9+uoEOf4hgKEp7IIJhQJzLRiRqFtdPcNvJz/QwaXgW1546hkBYY/HGBr5aU8uakmZqmwPUNgdQFMhPhKw4g3o/1HYoeDvfTpIT4mzQFCAWDkU0g/WVPtZX+njm0wriHCqHjUxl3EAPk4cmMXHwzgsL70t0w4yjshMg3Q11PoXqNp2KVh2rapDihOx4SHAoxCqBGTpN3iBN3p6tPJnkhFS3QoLbTkVLhNJmnZC2PQRTALvFIKztuNYYQKsvSqsvysYqHx+vbOj2vFWN595vviUvzcWANBdjBiQwLCeOkXkJMrpsP6WFw0QDAcLeNsLeNrRgEC0QIOT1EvZ60QJ+ooFA7PtjNBjEV+0l7G3H0DQi/gCtRSXo4a7fEy0uF0mFQ3ClpWJxuom0ewm1tNBe/g3RQABrfDw2t5uU8RMINTXRXlqKHo1i9SThHjWaxOmHoVqtxA0egiMtrcuxY8FX1Czo5HLaUBUVHQOX3YbDYSMhzikjbPYjiYMHM+Pl/7Dqn49S8u57lD71JOHqKlImTyVh1Gjix4yj4NLL2Prk46z79zPY4uMpOOVUil57GT0cpmbBF+QccSR6JII1Lg5D19EjEbxbi3mxyEFd2/avX7VzquSIVPPPCW4b5x4zhDlfF9HYWZcgI8mJx22lwx9GA/IzPfx8WiEJcY7YcZpa/RRXNVNZ56W6YfsvzdKS3IwsSGf4wLQd1hMTYm81a9asLtvhcJi77rqLxO8tVPHAAw/syW79ZLv1tzASieDonK7x6aefcvLJJwMwYsQIampqeq93QgghxE9kGAaB+jpaN2+ief062ssr8ZaW015e1aWQc+KQAqLBEL6qaqLBIBN/fz0DZ55AKKLh84doqf5+gXQAg3BEwxeM4LDbiHM7yEhwY7dbsdvMYsyqomCxqF0+nEWjGq1eP96OAA2tfsDAFvBh0aM4M7MYcOHFNC1fjre0nKThhcRlZRD1+4i0tWL3JFJVVEZLh9l3pxXCmjmtY1sYNio/nvVbqti8VcFhVbuMyrJ3ljGJRiKdIQqEQmG2lDWwsaQBA4Ukj4vBuUn85pjBuF3DWba5iUXr6thY0YauG1hUyImHnASo7TCobofWoEJr0OxPuhs6wuZKld/lC+l8vLIhFsZYVYXkeBvxTgsj8uI5dmwaw3PjyUh0EI5E6AjvGx9ojx0ZR1mdj6p2WFUHYJDoMK9Dgv27K0eZI7riHApuu0JinBNVVTpDMYOkePPfVl5/GKuq4olzkOC2Y7dbKK31UdXkp7UjRIINxmeby7j7wjq+sBlEdnSpS26OcNCNnQdk3xfVFerawtS1hVlW3MZb39bGnnPZVVLibf+fvfOOs6Os9/97+unnbN9NNtn0BJIQCKEEkN4EC1xFQRRUxO5VUfTqtXu9igX7D8Rrw4IICqL0XkMPIYH0srvZXk+f/vz+mLMnWZJAEhJIwrxfr7NlzjMzz8ycMzPPZ77fz5fmmgiHTU1z8vw6DmpNkoyGA7r9Ad9xcAqFQPgqFHBLRazRUexcDqdYQFaUINXRshCuW/ULc8tlyv1DlAeHKfb2YY2Mbnf50YZ6EpMmISkKhc5O7EKR7MZNlEdGiLe2omgaWk0NRqlMacUK5FiczLHHkTroYCItE1BjO46OGUtFC14emXSCumQMRZYwDC0Uvt4g6IkER3z5i0RqMqz8wx/puf12VM9l841/Y9anP0vTaadj9ffTddPfee7HP6XY18/M885l0z9vQngevY89SvOxx+GVTdR4HDuXY2Nvgavv2nKeUyTwhGB6DRgqaKrMtEaD2x5bhyJDTUKnJqFRMh0KJRtNlTl2wWQOm92M6/ms6xxicLREZ2+WvuHiuP5Pm1jDwoMm0FQbDz+zbzSEGBc1+7Lt9mGWLl067v9jjjmGDRs2jJu2P362d+suZu7cuVx99dWcffbZ3H333Xz7298GoLu7m7q6uj3awZCQkJBXS8lyGRotU7JdPE+gqzK261MoO6TiOg2ZKHpFNFAqr7GInpD9D+H7lPv7KXR1UurtpdDZQW5jB/nOzeQ3d+PbW1QDoyZD7ZzZmKNZcu3tTD/nHCa/5Szk2nrKZZu+wW1TIWVJwrJdipaDril0d7Vz5KJDicd2vsKTqirU1yapr00GVdksh5FciTXX/w05n6X1nefRdNoZ9N5+KyMbOonU1qCoCrkNG2g44kjueqGIACIKFJ1ADIuogcDUWquS1DwkfcslXpElDF1FU+RK+ibICuiaiq7KjORMLMdjzPO3WCzz/OoSy1Z14/gCTVVorTGY39YKssZzG4ZYuzkHQtAUh4kpidGyoL8YeI0NlIIbIgnQlMDz2t3OfZ7rCwZyNgM52Nhf5vZnx0ctRdQ4//FWwb7ubf1Mu0lfXhDToDUJ9bEgsmCMiCaRjshEdYmoLhPVZWRJQggfJEg36kE1MxFEm6UjWuX+2cUxXWxTUBuFWJNOwRIMFz0sxwcEETU49nWxYF7TFWTN4DiUnB0nYEhsMY3emVvwsu3TNWzRNWzxzPos/3dPR3U5hiaTiWuk4yq1CZ0ZzXEWTktxcGuSphqDRCQUzV4rPMfGyQfClzU6QnlwACebQ1IVJFnGd1x810G4bhAdViqBELhlEztfwC2VKfUPUOztx8kXqinkVSQJPZVESyaRVQ3f89BSKYy6WhRVRVJV6ie2IidT6LV1SIaB8DwkRUGJxqiJRWmLxYi2TNhu/4UQyIqMoWuoqlKt8Oh6Pp4nSCYiRIx9/IQQsleZ99EPUx4YZNNtt9Nxx500HXkET17yASa/8zwmXfAe5EiEzuv+zNq/XIfpeMx959tov/VfeJZF/5NP0HjkUfi2jRqL8d1b+nA8aE5IDBQFnhC0pSBtBOe2hrgEnkNTeovwWjIdDE3hsDktHDa7mYiusrFrhIeWtlMobR1pJtHWkqatJcPk5jSpRJiX/oblAMmYvP/++7eZJioi3v4ohI2xW3coV1xxBeeeey4/+MEPuPjii1mwYAEAt9xySzWVMiQkJOS1wBeCzr4CG3tydA8Vcd3Ay8HzfUbyFn3DZXKl7ae3vRKKLBExVGqTBpoqM5K30FSZ5toY8YiGoSnoWiCalUwXx/OhMrgce6JdNF1G8hYRXaGlLk5EVyoDUQkqFeRihkYqrqMqW6U/SRKqIhGPamTiBm7Fg6omaRA1VGzHr/RPecMKd0IIvHIZp1TEdxzK/f2MrF5NbuNG7GyW/OZuyv2DWNncuKdueipJ46LDiTU3Mbp+PYnpM5h64kmoDY34nk/RF1AYn8bm+z6m46KqKolYhLr6NBFDw3EcVq146lV500iSRCSi0xLRSV1yMY9/6zss/eQnaH3Xu5EjEfJr11Jz+CISCrjlMmZ/P0/3BDfWjg+10SAKSZZg7kSDqC4jAdGIhqHKFM1AAHRdL0gxGsMDu+KQL0lB9clgW0XlBkdCCFArldkKRZNC0UQIQVqFOc06o6ZguOBhuz4JPah0CWC5glETRkwouTDmb6VIgYl82d3Rfd/Y1KC96TLue7GvMr1WoikaGN6PocrQkFRpTKlE9R19R8dvmyQFfmw7qjUVN6AuAZNrVUxHkCt7lGwf0xEULB98iGnBq6UyjxCBgbgvAmNo2w8KI9heUC3Ur4hwPuB6YHngiZ3f5wIwHZ/eUYveUQsosmT1CH98cHw7RQ6OZURTiEcUEoaCpiqkYgpTGmLMaIkzrTlGS41BOqpRk9BQlTfmue3lcE0Te2QEp1zCraQzepaFncvhFov4to3vOviui3Bd7Fwep1RCVtWgyp5p4poWXtnErfxtDg5j7sD4HoKKurJukFmwgPo3HY8WiVDu6UGKRolOmoyWzqBEIriFAsJ10Xfi4bgQAkn4RHQNIx5BU1U0Td0mmjYk5KVIksSiL38RJWKw/h830/fEk6RnzqDjxhvYfNutLPrF/0NPpVj/q6vovOFv6PUNNC4+ntHHHsQpFOh59BFajjkWCTiyLcrqoQI/PiPGh/9VoCYSPFwAaKvXaE5vEV8NTSGdjDC9tYa6VJRsweKBpzfSPZCnXPEUS8R0JjenaaiJM721llgkFG9D4IBRxLbiN7/5DT/+8Y9Zu3YtADNnzuQzn/kMH/rQh17nnu06u3UHf+KJJzI4OEgul6OmpqY6/cMf/jCxlwl5PtD45S9/yQ9+8AN6e3tZsGABP//5z0NBMCRkL5ItWKzuHGVVxwj9I2VkCboGi+RLzivOm4xpxCNa1bxaU2XiEZVswWYwa47zexrD8wXFskOxPH75/SO7V4Gqs3/bCnR7gkzCoCEToSETJZ0w0FWZRFSjJmmgKZA1ZXqHS8SjRkXEU1AVaZ8fdAgh8C2LUn8fTj4fiIylItZoFmt0mMLmLgqbu7CzeTzHCcSv0ex2lxWpq6X+kPkYNRn0xkaMSVOITZlGQzQaCECA43hbrx3b8XF9H8PQSKcTTErG9rohfDxmcNJ3vs49l36MTf93DcnZs8mvXk3njTcw+xMfRxruJbthPZ8//iie7x2laPtMSoGhSsxo0klGg4gv1/PHCWA1qQipeCCijeZNPD8QVItlB9fzK9FIW74DY5+NQKDZss2BuCKhCtBUiUwc2mpVyrZgsOAwWPCxXYGhQlMieEEQxVZygkqYhWrUUrBcTQ7EEtsF/yVCkLKPf0bHmJhRWW85KDKkowoNSZVMTK4I2zLJmE40omJoKhFDJRXT0TQFzxP4QuD7AkkKqt4plejUfMliJG+iyhKJWBCukM1bDIwWyRWtarTZGEIEoli25JE3fQqWj+cHx1AiEExVGYwdb8a4ZQXCPlUxTYhAgLW8QFgTYou4NiaqjUW42d62x9Lzg3Oq5bhkS+NzaZesHt1hX6TKD0WSkGWIGyo1CY2IJiFLMjMnxDj1kAamNEbxfGhriBLfTyPSfNsmbeiUujYjHAfPtih0dWH29+F7wY6WFBmkIF1WIAID/HwBezSLUy7jOy6eaVIeGsYcHMYpll55xRW0dBotlSI6YSLpuQejNzah1zeipdOoiQTyVqGasdkHbXd+CKJ07VwO37KQFZl4cxNaZV5ZlohGdDRdRVWUV7nHQt6oyKrKwss/R6K1lWU//yXZteuI1NViDg2z9NOf5E0/uRJ35N20/+16NlxzNcqnP0tiwRGUlz2Fb1mse/hxZp5wDB84Io7juNy30aEmEkT3Asxo1KlPqsiSxOy2OhbMbqYxE2N91whPrtjMMwVrXH8UReLQWS0sOngCmhp+rkNewgGSMjnG1772Na688ko+9alPsXjxYgCWLFnCZz/7WTo6OvjWt771Ovdw19jtOwYhBM888wzr16/nPe95D8lkEl3X3zCC2PXXX89ll13G1VdfzVFHHcVPfvITzjjjDFavXk1j47bVvEJ2D9/zEL6PJMtBqL/rYg0P49kOWjyOlohXyyhDcBMmhMBDqtw8b7khz5UcyrZf8TsRFE2PuqSGLMsUTZeC6aHIEsmoiqHJgRhiutWbfNuxyVsSAzkbRfErN/bB8uqSoYfFnsD3BZbjUbZcOvrybOzJsbEnx2jBxrK9qvm0hEDDJyq5JCSXCYaguTZGXSaGpiuonotRGg2EoYZ6EqpAlAoIYUFl8GmXTdxyCSkNSp2CrCggycGoUZJBkoOICcfDymURnoeeySDUCCXLwTfLSLaJ5HvBiFHTgs+pCNJLJCFAlpFlGVVT8ISE5fhIro3sOXiqjkBC8RxcAZZQthlAbu2bIiEhJImCI2EJufKsScJHQlgg+iScXhioWHY7yNhCQZN8VHz+8ed7MFGwhYKCjy4LfEUFRSOmCnzfp2h6qLpGKm5UUlVAUWRcIVMUKroMMdlD8Wx04RCXPRRVwdViyPhoronmWkjCx1UNbNvFKZUxtEAQkBQZYZn4+RzCNpE8D1kCRRJI5SK+ZeI7Dm6xjFMs4lk2vuPg2Ta+Ffwee22d9vhSlGgEPZGg9uCDiLdNJtY6GWPSJKRMPdJWAzoBiLFqT5IUCEISICvEozrJZPR1GbDJisLib3yV29/9HvKrV6PV1uIMD9N56+20nXIcfqlIcrCDTx47gXvXFJjWoFOfUKrnINfzURWZSU0p2loytLVkxhn9bo0QAtNy8SpRYEIE30NfCMqmw0jepKN3lIHhIvmSjSRJWwSKrT6vhgbpmMK0hsDPrGR5lGxBtuzheqCrPnFN0FC5RRhL7Su7QVpfwQ78WhR5q4glfyylb9+/QTxldoKjJsjomoKtRdENHUWRMC2XkbxJoWRT3EEhht1BU2QyiQiphMHASImy5eALQVqWSEWUQHAUAlcEIpSoClYC0wlelitwXL8aOeYLge0JKj7l1eO8NQaQ2In+BeKZqKZlej64lZdgSzqp6wcim1sR2FR5vAA3duQFQcVM2w9MfAdHbZxKNNuKzhw3PdG33X7IcrAJqiwxqT7KtKYYjiswdJlD21IsmJZm3qREELn7Kq7hvu8jHAcq9yrBOcvEzuexRkcD/79iESefw/c81GgUWVbwHBvfcRGug+/74Hm0CEHfY4P4no/v2HiWVU1jtEayeJZVTXv0LBtrNItnvfxnS0ul8B0H4fto6UwgfGXS6Jka1HSa6IQJZBYcipbOvOxy7JERss8/h5quIdrSgkAgjCix2hoSMaOa3hiLRlAnN+32/gwJ2RkkSWL2e84n3tLCE9/4FubQMHoqhZ3L8cBHPs78T34M59RT6b7nHtb85EqmffijpOfMx1y1HMMt88BzPZx4aAvnL0zyv/cOV8Ww2c06TRmDhXOamdSYZiRfZvmaXjb1jOK4wT1e1FCZ3JyhLh2luT5BY20ijGgN2TG+H7x2pt1+wFVXXcWvf/1rLrjgguq0t73tbRxyyCF86lOfemMIYu3t7Zx55pl0dHRgWRannXYayWSSK664AsuyuPrqq/d0P/c5rrzySi699FI+8IEPAHD11Vdz66238tvf/pb/+q//el36dN+v/oQ8NMRDK34aVLzyXSQECoBVQpgWkiQhaypKNILv+pRzeTRdQ4vHKFsOrmmj+g74Ho4WQZFlZAF4djDAj0RRDKNyU6tgqjoxPBQ8ypaH0DT0eBRzeIRitoxrRNDjCfR4DFwbPIeyGXifRNNJhG6QLbmUijbRiEJSl4goAldIWJ5MzhHossDARcSSeLEk1mggkAw6GrquMKnOoOBI5DwFRY/iKQqmKyiUHWTfo2AJVF1DlQW6Z+GULQq+gqnHwXXRZIilEtg+DBYFkqqS1AVxNUhDKggdW0gYrklMj/Ds5ifJmw6FksNQWZDzDXRdIeqWadIsXC2CJen4ngARiCWOrOIpOiNlhwiCGXUKtuMyVPAQnktScYOUOU2nPS+wfQnf80noMqmESseAhSYLZtVKRHWJ4bKE69gYIjC+jakQ18FyYdSCohzBiEao1VziOigIhGXiFUqYAspouL5MRIX6CMi44HqoroXiWvhCwnI87HIZ1SwRFzaariEpMpLjIISPrKooEqQSOuRGke0ykiQhZBkhKaiqiqYr+PkswrJQVAVVBgUPYdn4to0iCRRdR9J1dEXhvn/fEVT+cT1kGQwhmK3IyEKA46BGI+jxaDXdQ1QG8QiBpCjIqhqkhWgqjqbiCEHeCSIRJFkORkdCVAcGrxSZLFVubpxSkJIifB/h+cHvyktCQvg+nm2DJKEYOoquI6tqdZqRSiIpCr7jBC/PRzF0hOtiDo/iex6yqqInE+jJOMIL9oHvBXllMuA5Dng+mVQCNRJBeF4gGI+9BCi6hqyqwT6piMNUhY6xEaYIRCAhqqPeIH0zeAnPw3e9akqncD0kWUaJGMH7rotbNvFdF1/T8CUpMGt2XEwviEbyPS84PpULewnYcTLOq0CSSE+dQmr6VNRolGhLC3WHHIKSzuApGq6qB+LmdhBCVLfRMHSSiSiRfcicOTl5EpNPP5WOO+/GGR5GUhSK69ZinnIyBkXyHR2cdfREVDXOqBl8kCc2JpnUlKapNkFLQ3Knbs6lSoW27ZKKMrExxbzpwUMe1/XJFkxG8mW6+vP0DhUYzZdxPZ+IrlK23CD1UpaIaDK1QOtWi3M8ge0GEWSuD44rKDt+tQS96wWCjO0KPB9A4Pj7hy+Fj8TmkkSQeFisvHZMMm4Qj2gIIVAUmWRFTChbDqblUrZcooZKY22c0bzJ5v4cvj/+hDVaMBndKrVXliTkl6SX6uyYlwqNovJjbKosjQmTW6LFArFSjJsOgb+T44mKsBa0GRO0tn4w/tLIs62nj22DVEklD0zVxp+mt+7y2Py2Gzyc8glSPUu2oOQIvMp6LRdcIcjniywvFHH8QKB7/MV+IBBhDVUiqfoICYq2TCYiMbtWEJNcipZHvQFTGnTSskMMm5gSCLiqHPTXtx3sfA5JlpEROMNDuPk8ajyGJAT5zd04hQJGOo1i6FijWZxiqXJNcIOoLnfL337l752OFpAk9Joa9PoG1FgMJR4nPmUqiRkziE+bjhqP73BWt1TCt0xkI4I1NEh582a8YhFJkVENg+SkVtRIBHd0hGR9HRP+4+1EIvp+8b0MeWPQetIJRGp/zAOf/DR2Lkdq6lRyGzey7Cc/Z9Z7zmfq297Kxlv+xYar/x9TLno/qYltOF3tTMuuYXQwQk19Dd95cz2/f3KU2XUStekoJGtY3znMsyvHF4uLRzXmz2jikJnN6FoYCRayc4yNGXam3f6A4zgsWrRom+mHH344rutuZ459m90SxD796U+zaNEili1bNs5E/9xzz+XSSy/dY53bV7Ftm2eeeYYvfelL1WmyLHPqqaeyZMmS7c5jWRaWtSW8NpfLAcEHynFeOd1rZ1BWPkf5mWfYvWSuQDCQVOVlIy+2biurKpKikBV+MMCufNmLlS+zDEQNHVnTsIul6gBcUxV0WQ7EBEVhQioZRH/ZQQSI8AXxZJxUxKDOcSs+GBWfG0VGiURQKn49dr6IUyigJ5NEajPIejDA8KzgqapvO8iahqypW0QMz69ugxIxUAwdqShXRQFJkZHKctVt2DMtkCW0eBynUMTO5dHiMdRoJIhWsewtT2cr4gCShJFJoRoGXvWGN/gtfB86gjt9IQieBlRuegPXHqp/B38Ef3m2g1MsoqgqRm0muIG2LBRNR1KVYEAxJtaIQAxRVA1kCc928G07+O04gcFt5Um2JAf5SlKl777jImvBfhSv8qQ2tj2VcQ1O5TXGnvnk7/sUu3au+u6OqneNo3f7kRD7I4qh43s+wg0+c2o0gmIY6Kkkkbo69GQSLRFHSySC71wsjpJIVF5JlGQKjCieolJR9nABR4yloYHwveoAXZZlEnGdWEQjup0B3e5cxMfO33vqPL41B3/4UjrvvT8wv5YVZM/juX/ey6LzzkAZHaDQvokTZ83l6U155jfqTJo/DakS0SZ8D8f3XmENu04qrpGKa7Q1p4L1VIQPWZbIFiw2dY+SL9mUTAfH9TDtQNwplh00RUJTFBIRSMeNqmeZ7Xg4rk9jTYxMwqimEHq+oGy52Pari6x66fV3ZCSQZ/fk9bepMU3Z8dCEh+R7mG4QnVUfkWiMSmQSOonaNEqmFkU3djmSwPODKE4ILgmu59M3VGQwWwoqUcZ1uvvzdA8WyBdtypaDosj4fhBlOsaYyAXbCo3biwhTpMBL8ZXZ+wNDqSLey1IgnEUNlbihIksCTYJ0PKhWKvkCSXjovoviO/i2g3BsFOEGD1cUFXwPv5DDzWZxC3msbBY7l8ezHSQknMEyzqYCsqqixWNBtcVlZayRLIPZXPDwQ9OCBziOi1ve3TuvnUM2DCLNLcSnTUOvrUWJRFFiMSRVRZIlXMtBz2Qw6uuRdR1JUbCHh7ByOYpPPInjeLiOg1O5F1BVGSOdRq2pIdY2hWRjPam4QTmVJKulUBSJprpExdtSxhcC1w1SwWRZ2i8HPDvL3jynh+wcu3MM0gcfxILPfpql3/8huU2bmHjKSXTdez9r/vJXWs6/EOXEN+M9cDubrv09HfNP5fQ3TUPOj1JavwZLX0hTSuNDizPcu77M83029AX3Wqoi0VyXoKk2TmtTaqsKkT6Os3+IF7vD3voevFG/V8G90k4IYvtBRDzA+973Pq666iquvPLKcdOvueYaLrzwwtepV7uPJHZjz9fV1fHYY48xe/Zskskky5YtY9q0aWzatImDDz6YUmnn/Qr2R7q7u5k4cSKPPfZYNW8W4Atf+AIPPvggTzzxxDbzfOMb3+Cb3/zmNtP/8pe/7LE00/g9DzD63HOBIANbykcBsqaixeNBhEc1yqUSWVKJyNn6SaQ0JlipQdSNcD38A/gGKGTHSKqKrCrVyChZCyLFxv5H+CiGgVKpJBVUiFLwbAfPstDTKYxMxVekugwV1Qhu2pHkilgZfB5928X3XNRoFDUSAUlC1nW0RBy3GPhH6Zk0kZoaZFVDkiWQZYTj4FoWnmkFKSamiQQokUhl3UFEFYAWjSKPpdruaKwnCMRY38fIpNFTKWRNRVY15Mr3QlKUanSaGg9KvDnFQKR1TQstEcd3XEq9vQhfoEYjQaqMquIUi0iyTHLyJNR4LEiJ6e3DHBpG1rUgykzXA8ESgRqNIkkyxd5enGIpiAbTA8FZ0TSQJJyKobIkKxWxUwr6KAeCpyTLSIoSTJfk4AJdOYbCF9Xjqxg6VIzVFUPHd13sbCDiK4aBlk4FBsqlIDpFiRpohhH0VwJJVtBra1AiUcSYF9VWeVKickwVRUVIEq4AUYnkkuWKGE2QUle0fTxkfEnC9cD1g0pj1d+ej+P6lCyXkuVQtlxcb8u5TGwlNo9Fm0gIZMlHRiBJPhouhmwTUVw02WNfCnywn3wW77EnKM8+jNiyR5GEj/2uS1lgZEGSaF58DH4yA6UifSPDbNyBh9priWFEiMWTJBNJ4tEoiqygqDooQVra2GtnKFsOK1c89ar6c91113H99ddvM31PXn8XzJxBY21N8J3yPHzbxiyXcUwLFYFc2V4hBKOmRX+xxIhZxt9L977VFGAkVEUDScH3HTzfrURnBenWiCDCCUnBEQp+xUxfkSV0VQqihb3gwYkqqyD8oMiBJCGEjK7JGJqKoqhIUnDeURVQFQVZDir3jglYCpVoXgSKFAw0xwQ3BQFe0DdJ+Mh+cE/iC4FvlvCLRSRZQtYMfMvEM8vBAxvfwxwZoTwwFJwrhaDY14c9WqmqKMl4ponnusF9jetijeZwiqUggncPDj4kRUFUrjFqLIaaSmENDiFch9jUqcRbWyn29OKVy0QmTUZvbMJRDDxNR45EELqBq+j4moEcjSJHIiiRKJakUrK9wNPQCyIqx36/HFtH443r59j722svtv/eVq1QJR9V8pAlH5DwhIQme+hyMC2oliqBJEioFoq0fwzwQg4MnDvuwl+6DIDyjPk4NU2YrTOwW6cTf+o+ah6/HYDeY87hhDkpZMdEbWwhNW8BMcml7Pg81VnCkMGQbUZLw8jhZ3iPUSqVeM973kM2myWVSr3e3dnr5HI50uk0fRvWk0omX7l9Pk/TtOn7/P751Kc+xbXXXsukSZM4+uijAXjiiSfo6OjgoosuqnpGAtuIZvsiuxUh5vs+nrftk+fNmzeT3ImD/UbkS1/6Epdddln1/1wux6RJkzj99NP32Af+tvpDeGDKSpoamylbHkVHoGsydbqPKWTyZZeyA7brIwOKKhPVZFRFRsXDKIyQkG1qJzbhSDrdWRvTE6gSxHQZGSiWLOyyheyYKL6LIbnIsoZQAiNgU8jkbJlkJkpTUqPc3U2pUKIYqwFNR/ddhGMhPA8HDdc0iWQHSUUhlUni6xFMBwrdPah2mUxNAiMeQdaN4KbZtYIqRraFJKBgJBlUUtSUB0nk+1EcG1mWUBJJbCOOrUVIYxPxLQqegiMp6JqK5wts28HL55BKRSRJEFEk4qqP67iYZQdFljA0BSMVR/ZcnJER/FgctbEFJzuKVyziGzE83cDzJZSITkRXkXQdYVtYvb3gOmjRGELX8WQVrRIBA6ApwfJRFGxkTDd40hzDwZAlVEPF9YO0FF1TkA0dN5bGLZfxhwaQ4wmIpxCOEwwQZBVdU9AUCVWVcW0X3/UQkkBPJvFjKUpaDFnXMHQFXfhYZhnL9JElga5AJJ1BjkQYGc1Ttn2kVIZkKkpU10AC3xO4nsDxfDzPpzfnsL7fpC6pUxtXkCUJTZNI6ApCSJRMF0kN0lVGCjbZsofpBek1wveJqBK6KmP7wVOjdEwHZBzfp2j5uL4goUMmplAT0yql14PBlKIEXkY+gf+MKksYqkRUk9AUGZ0gwsR0gxt9WRJElECTKbgykgQJXUaRJXyCKBXP94N5laBfji9hujBoOriuh6GryIAQXtBOlSuDPRCyjCekipm5jyfAUGVkRcJzBU5FwAEqwjQgw6gq43iCUtwn3jKfmCpVqr0JSpYbmFdXjJVkCZgWiAqeAIFAElvEHl8EglHJ8ihZHmXHR1NAkeVKBUwJTZMDj6dyUBVTIKHIAl1ViUVUFDkYSJdtj7IdiE1CFSgNUiA+CglFAdmVEFowIFKETCnrUTRdklGVmK7gDQs836sMsIK+CyFQZIgbMo5rMVJ0KFl+dfpYIEqQyShVCx0YqoRW2ddj5u/BmiGqy2iKFAgLlSxQeWyQLW9lDl/9MfZH4BEH4GFQ9mJQuawpsoyhK9Slo0xqTjNtQoZEbPvJZ47jcPfdd3PaaaeNuwF4tQghuP+ZDjbNa0SZewYoCrJVJrryaez776L9lJNo00rk2zdRM+cgysla6iNxps2dh1Extn4tcF0P23EDrz3LxvP8HaapjsNzkTwHSQhkQK5EVkn+lvKTQpbRBZx26qlo+ssl/708p5xyCr/85S+r/3d3d3PIIYfs0evvcFcPpWwOZAVVVVANg0RFbBO+j+c4uKUyXrlETTRCTTRSSbGOoEQD4QNJwrcsJE1Drwj+wgsMvaRKJVnhebilEl65VInqVisRyDa+bQUVBrcSegQEDx3kwBdRbCVECkmpeiaOCdJIEkKSKyLZlvmAQEITVFwKK82FXxGwgt94LsKx8V0Xz3KCfjluYBBvBp5adj6PXS7jlk3csolXLlfFqa2f0bplE6dQDNpU3pckCde28SoWEGPeoq8GSQseLghFRcgKmq4hZBlLjeBLMoprY6NQUiPYRhI/kcGSdVxJxvVlPFWlaKSwIkl8VUORwI8mUHUNXQENj7Kk4XigTJbQFAldDYoEjKWfSoDsBw8O4opC3JXxc4JsXxHbE6iyFLwUKr+lV4zc29rvbyf3xCu2CEQ2GQ81SJeviJa2BwV3/BIEMOJITG5Ok4hqlG2X/uEilu1Rn4mSqvgaqopMIqaTiOkkozqJmEYiqqO8Tn5Me+ucHrLz7O4x6Bsu8pA2hZLyd1JP30d03XK8+QncCW0oEvQefDy2J9H01G00PX4Ly5ovZkFCxu3vobi5FqOtlagGx09P4haLQIRoyxEY9fV7b2P3UfbW92AsQ+oNhwgePu9Uu/2AFStWsHDhQgDWr18PQH19PfX19axYsaLabn9Jrd8tQez000/nJz/5Cddccw0QbGyhUODrX/86Z5111h7t4L5IfX09iqLQ1zc+damvr4/m5ubtzmMYBoaxramxpml77ERz1pGtMPg8Z501P7yI7wUcx+G2227jrLPOCvfvHuZA37e24yHL0utiuLqv7lshAuN1SYKC6fLoi8O80JmjP2vROVBmMG/hV0rZuf6WyAVNgagKERWMSpbWjnarEIGYFtUlIppEVJPR1WAwqckS2tjfL6m46YsgVW9zf57N/XkeW9YZRCpKEI/qNNTEqc/EaKyNU5usCNyv8lwuhGBgpMiKdf2s7xrBrPhxKRUhROrr4rbGE3nbmudJDLSz9oV22g5toNjVTXziRAxJohSrZaTokHSHSTc17rEbESEEruvheT6W7WBXDNxd19vG1wopiNKR7DKK7yILH0X4FTGlahi13b75joOdy2Hn84GoU3Fkr50+7VXtW03TSCS2WMGXK+lte/L6Kzk2igjMqYTn4FgmLjKSrhMxNFTDQDUM/GQi8CSsRDh5ZvD3S132zL5eJFlBeBWxpxL9tKOIJiFJCEXDVzVELBKkBcpKIBD7PlTFrOocQRTWmAuY8CriVnXSlpZCBAbuplU1h/ftQOjybAtzaBg7lw/Eq1KpGqnrmoEZvFdJV/Ur/oN7KiqrGuEK1ahSoCLcV7xYxiLlJSlIy45EMGpqiNTXoRpGUDVRgkhdHZNPPYXUtKmYwyN4to1bCKoCq7FY8IpG0eIxlEgkKMKyi+TLLmt7igzlLGKGQlRXsF2P5zaMsrYnz4beMt3DJr5vkYmA5wVVPFU58CvT5OBvTd5S9EBRgDF7SLb8liSIajKxSiXSsYcGvi/whEBGwtCDh0eSFHj+xQwFTdk6Ukxsc6iqIluF7fnWvZSu/lz1eI3RP1ykf7i4lcecqFosjE1LJwwmNqQwdAXH9anPxJjeWoPr+WTzFnWZKOlEZJePw86yJ88PIbvHKx0DIQQdvVmeXtlDz2Aeu1IpWj7mzVjzjw78/dJ11cFuXVqHY0/GzPUQWb0U5da/8dQ5H+AovR9rzQvkM7Wkk5HgQU0iiV/IU+7txkin0d4gReNeyp7+HrxRv1NBFsYrX/t2ps2+wP333/96d2GPsluC2A9/+EPOPPNMDj74YEzT5D3veQ9r166lvr6e6667bk/3cZ9D13UOP/xw7r33Xs455xwgiJq79957+eQnP/n6di4kJGSfIzRe3RZJkohHgktQzFA5d/EEzl084WXn8XxB74jJIyuHWdVV4LmNOdb1FnFcj4QWDBp1BXS5IpipQcVDuyzIlmEsBEyRqPhZBWlbkxvjxA0F4XvkSxYSEromYahBBOGYeCMEFEo2hZLNxq4tAoZEA7c9ug5ZlokaKhMakqQTEeLRwK/spce/bDr0jxRRZAnb9VnbPkR772j1Zj7YP8HNviTLGEaEe54bYKhpBitmn8phL95G6+pHsaaehJFOM7ziBZqOPBLDKmBFUuRdMHsGqanLoOvqLgtjY9VNbcumVLIxX66CnRDIjlWtnqoggqqhL1me8Dw828YpBSnFTqEQFKrwvGqxCbGdyHPpdajyuTu4WhRXiyD7LornoHgOKj7YJrZt4soaqBqGJqMlEujJRHXbXTt4+UIgFBXFc5BcZ4sYBtXKUwIQqoEUieApGkIOan1KwkP2fTTfRfaD+V8O3/NwCgX8sWIhvofwfNxyqSpI+q675bjlC1i5PNbIKNZoruo3aY6Mbve4vSKyjKwoyKoCkhT4h7ovv5wg3TvwL5V1HTUWQ0/EiU2YQLJ1ItHGBoxUmmhjA7GmJqIN9dWI7F1hb0VYJqMqC6dtu+yjZ2/x4t3eAwzPF7zYmefOpf089OIQnVmLsuXh+z6yFDwk0CpCmaYEopkqgen4FCyQpZ07PmPRzlLFZ06WJGIRjZqkzpzWFIfNqCOiydiOW40WzhVN+ocLDGXLWPaWz+uYoAZbRelu5zwkjf+x1fyCYtlmbcfgVsuDR5a2V6PqADLJCLWpKImYzoSGJJOaUsQj+rgK4yEHFp7n0zWQZ3X7EKvbB7eIYJXIcLniNSgydcEn0PeQ+7pY7dXSb2vEVB9v+tkc3d1Lbb6H+qV3En/nORQ728k/+TDKsSeRiCjIvoeXrIFCluza1WRmzkZ9g4piIa+ewNt5ZzzEdi1CbMqUKbS3t28z/eMf//i4yPitueGGG/jqV7/Kpk2bmDlzJldcccUbIqDp5dgtQWzSpEksW7aM66+/nmXLllEoFLjkkku48MILiUaje7qP+ySXXXYZF198MYsWLeLII4/kJz/5CcVisVp1MiQkJCRkz6LIEhProrz7uInbvOf7Pk+uy3LNXZtY3pFnZNRFk4NUYFUOKsamjUAk8wR4bpBOq0iC1ZsLaApEdIVj57dw0OQMUUOhd6jIaMFiNF+ma7CI53hEDRlVlpDlrVOSFDr7tqQBrNo0OK5vkjRWPS8YpG1tcr41ojLQczxBbTrKYbNaeGh5L0+sHqSrdjoTorBu8hHM2vAocTPL0ItraDnqcNxSkez69WRmzUI4JWw1iuNL9A+MIssShqGhaSq6rqGpSpCKWvGXQgqeSNq2g2U7WJazbdRXBVkKIqGkcr5aMUOxTVRdQ5IVkPzqdtiFAuW+PsqDg7il4k5HBY0VD3FLpaCq4X5ScUnODVHq70dvm44by4Dno7pmULnXd9F8B2wH3wYPCU/V8VUdSY0i6XFAopIUGfwWgYeWVEnF9gjSpCU/iLSThIfmlFGc7Ysdvgj8DO1sDrdUxK2IkL5TETe3czyEEDiFIubwCObwKObwCHY2j1N8+YqZjH22K5+lccuuRGYpuo4Si2JkaojW16InkmjxOEZNDXoqiZ5KgqLglU0QPpIso6fTROrriNbWEW1q3K2orAMBRZaY35ZifluKz58zY5v3PV+wrqfI2u4Cdy0b4On1WUYKDq4nEAS2F7oSvMbEM1XeVkjzBeM87TwE2aJNtmizqbfA3c90I8uBnUBjbYxDptVx7Nwmjjt08g77LoTAdjy6BgrkihapuIGmyhTLNv0jJfqGCowWLEzLwfN9HFegq0E66NaS1tZamoxUPVfmixb5ooUErNwQVA31K0U+NEVG1xRa6pM01yeoS8dIxYOCFq7nBw8/JInGmnj40Go/oHsgz7OretjQNYLn+dUiGy+N8AZoa0kzsSFFXSZGz4ZuvnznWgZStczIWHiqjOVp3DrjXC7Z8Geya9bS99RSamZNwcnlGHnoHtQTTyGqq6iehZlpRDKLDK1eSXLKNGI1Na/THgjZr3npCfbl2u0CTz311DgbqxUrVnDaaadx3nnnbbf9Y489xgUXXMB3v/td3vKWt/CXv/yFc845h2effZZ58+bt0roPJHZZEHMchzlz5vDvf/+bCy+8cL+sJLAnePe7383AwABf+9rX6O3t5dBDD+WOO+6gqanp9e5aSEhIyBsOWZY5elYNR88KblaFENz1XD9X3dHOyq4CWQs250GTBUkDaiKQ0oOYsTFxrOy43PP0Zu5/djPJmM6Fp83ixIWTq8vLl2xG8ibrN4+yfMNgNcorZsjoisxY3YBA/Ar6JUkSQoAnxueijaUIQSBe2I6P7cGCmU2csqiNWETjrqc6eGHjMP0FQUsyWGBuOE/MDIzz8x1d1MyaRrSujsLmThKTJ6MjoVilwP/IiOH7MuWyTbm865UaAx82CbmYRRSySFvddMmRCLIkg1Hx9hI+nm1T6NpMsbNzS3GXrRAVIU6JRHEti1xHJ/lNndi5XFCpr1TeoybnryV2Xw/FNasprn4Rva6eSFMz+tTpKHVN+I6NMEtIjoXkuUgIVNcCt5JKKMl4io4vB4PyMQlQ9r0g2gyBWjGjfykCCUnTkBQVz3UpdnZQ7unGHh3Z7r70PQ9zaBhzeDTw8soVqkVAfMfd9f2vKERqa0lOaiU1bSqJCS1EGxtJtU0mMWkyamTXI7RCdg1Flpg9McHsiQnecsR42w4hBGt6ity1tJ/n23Os6irQn7VxX6IzK5IgpgWRtZq8RUDTlS0pmp4AzxM4nsfGnjwdfXluXbIJTZVJxXTSiQgHtdVw6PQa5kxKo1TSMQ1dZdrEzDb9njNl+9tj2S5rOoYwbQ9NVQLxqmjR2Z+joy9P3JDRFJkdZWqOTXe9oAjBus4h1nQMjdsnwe+qrk8irlObjFKfiZGK61ieut9UeztQsTyFJcu7GM6X6RssYNreWBY9mjreJ0EC6mtitNQnmTutkbpMEMm1bP0QX7ilB7W5lTlRgSTJlB1wO9u5aO0fmf6+C1j1xz/Tefc9xFveG0SfAn1338Gks9+Ggk/EylOOZfCiCbKbu9g8kKexuZ5MKowWC9l5gkjsnYgQ28WHgA0NDeP+/973vsf06dM54YQTttv+pz/9KWeeeSaXX345AN/+9re5++67+cUvfsHVV1+9S+s+kNhlQUzTNEzT3Bt92e/45Cc/GaZIhoSEhOyDSJLEGYc1ccZhwUOKdT1Fvvv3tTz44jDDZRguB4PATCQQx5J6UJyhYAfpfmXH4qp/rmDmxDQzWzMcf+gE6tOBEXRbc5qTF7Xhej69gznuuO8xWqfMpmC6FMsOpbJNtmhRMl0UOUjL3Hps5foC3w8Gsq1NSaZNrGFKc5q25lQ11advpMRND23A8fxqGtNwGY5af281csK3bcpDWYxUClnTKHZtJj19BgpglHP4uWF83UCKp/CMKC8N3tkaVZGrLxkPr1QC08Yv5BGuU4mEC6qDbh2pIwS4pSK5jRsp9fVuqWAnBL7joMaClDa3ZNL31DMMPPsc7q5UolZ3K5D9dcGzbRRdxx4axB4aJPfiCvS6OmoOPRyjvhFZq8X3/SBN0SyBbSH5HrLwkd2dvK+S5WrVWCHJlPp6KW3ejDM6EviubYXwfVzTpDwwRKl/AGskS3lo+BVTE3e4al0n1txEetpUmo46kgnHLCbauOe86kL2PJIkMXtCgtkTEtu8N1ywufmJXm55spe1PUXytiC/Xd08KEgT1SChQdIIhLOxQFfX9inbJgNZkw3do9y6ZCOKLDOxPkZDJsLEhgTHH9LChLqdExAMXWX+jO0/XPYr1Y97BvNkCxYj+TIdfXk29xfIl20kJDJxFV2Vqw8dZEl6iXi27efVslx6rDzdA7mKh1kdv71lGa1NKeZOayQZ1ymZLjXJCImYHn7m9zBCCDr7cqxuH2QwWyKbNzGtOnpW91ZTIF9aRKKhJs7UiRla6pM01Sa2ifJ7bt0g3/7zMmoiY36jEqMm5PuH+VjnTSiew6pr/8T0c9/Our/fxKpr/8Qhn/o4zuggaiTC5rtup+2styC5DhEzSzmawc00Ei3l2NTRT1trAzWZ+Gu3k0L2a3Y1ZfKlxQd25EW+NbZt86c//YnLLrtsh+eoJUuWjCvyB3DGGWdw8803v2LfDmR2607zE5/4BFdccQX/93//h7of3ayGhISEhLwxmdES5zefPBTPF/z2ng5+fttGSrbPUBmGymAogqY41EaDKC/bC/zHVrSPsmZzlgee6+KiM+Zw+OyG6o2Gqsg01cZpiDmcsmjyNmaxJdPBcjwc18d2PRzHw3Z9fF8gyxJtzSki+rbX0L6REj//+/O4ns9QKRh8mi505OB7F5/BhiuXVdsOr1hJtC5DtK6WfHs7NQcdjG/bKJqGommB+GSbyIqCmsogx5NImgpSRVQRAjw38IwqmfhmOUhx3Aq5UoVvazVN1g0806TnsUfwK6bpEoFxuu/7CA/0dIa+J55ieOVfd+wzJcuo0Qh6Mkn9IYfQevKJ2Pk8nmWhxOMsW716dw73a45XLgfeaLKMGo2ip1L4loU9NET//feAHHiHaTV16Ok0Rn0DRm0dAgk8Bxw7eDK8dbahqqJEo8iqCkJgjYyQX7+Gcm8vvuNUPdi2xvc8PMui1NdPrr2LYlfPtk+cx4zmd4QEkbp66ufNpXbeXBKtE0lPm0pi0qRQCDiAqE3ofPCUyXzwlCAK1nZ9nl0/yl8f62bFphy9IxamG8RQmR6YHoyYQD44X2aMIILMUAORbOuMINf32dBbYENvAWnVILc8uglNkUnFVFrqYhw3v4Vj5zdXi4bsLMEDA4nWpjStL9HMPF9QKNtkCxZD2RJlyyNbsBgYKVAo2pQsF9v1UOQgzU6tVKr2fFEVXLauzOl6Ppu6R9nUPVpdhxDBuTsWCapiup5PtmDS1pLh0FnNRA0NSYJU3Ai/K9thLIW2aNq8uGGQNe2DlK3KNaPSJogCG1+EyBeCRMygqTbBwdMbaGtKv6xP3B1PdvLXe9fgesHn03ShPQtFGz43fCeR4giyFlTo3Xjr7bS9+Qzab7+TFb/6Pxb858cw+3qQJYnuhx9iwpuOR3YdomaWUjQD8TQ1jk1nzxCu51NfmwiPdcgrsqum+pMmTRo3/etf/zrf+MY3Xnbem2++mdHRUd7//vfvsE1vb+822WxNTU309va+Yt8OZHZLzXrqqae49957ueuuu5g/fz7x+HiF/B//+Mce6VxISEhISMieRJElLj29jUtPb+O2Z/r47z+vIm96WJ5ERw46c4KkDpPSEoYisFywXIHpOlx9ywomNSQ4eWErxx7SgvwKN8GxiEYssmsVldZuHuUX/3iesuWRtwQRNRhkbhyFNx1Ux+HnnczoHf9i+MWVADjFIiNrNqAfnkDRdQaefZb6BYciPLfqw+QUiwjXxR0ZgpFK6pAkIasqvrv9NDlZ04IKfGNU2si6Qam3h+y6tTj5fPCWH6RLmiNZzOEcg88vR7juNsus7pfGRqad+zZmvvvdaLEd+446jsNy29ql/fd6MfVt51C34FA233MXxe5u3GIRSVXRk8nAEN/3sUdH8cplzN5uWL0SqRLpNYYaj6MlU8iqWjHct/EsG9cs49sVwcz3q2b3sKVgge+6mEPDlAaGKfX2Ux7Y4mMnqer44/GS4x2pqyUzcyb1hy9kdT7Hmy96H5HEthFFIQc2uipz9Oxajp5dW51WNF3+cH8n1z/aTdfwlu+i5Un0bRXoKUuCuBZUAE5HIB2Rql6EgiD61vV9ylmb/qzNC+2j/PrWVdQmIxw+u4EZE1NMbUnSUrv7aWiKLJGOG6TjBpObUq/YXgjBwGiJp1f20dGfYzhrUirbFZ+0oPKmVimsMsZYCnyxbFOspKH7QrCmfYjVmwar3+eIrpBORMgkIyTiOplElHg08HCMRzQyycgBLaIIIcgXLXqHigxlS5i2y+BokYGRUjXKb+vtf2n1Utfz8TyPloY086Y3Mm96A/JOiKdCCH71r5U8tqKHoj1WWAfWDoPjS1x8UivvP+UKHvvilxla8UJQ0MM06X38SRoOX8jAM8+y/h+30Hb6SbjFAm52lKEXVlB30MHIvke8PEoxkkbWdDKqYGg4R75YZtKEOjQ19KELeRmEH7x2ph3Q2dlJKrXlPPZK0WEAv/nNb3jzm9/MhAkvX6AqZFt2SxDLZDK84x3v2NN9CQkJCQkJec046/Amzjq8ib8v6ear163GdgUCiZwNLwwIaqMwt1mnWLZxvMDsfm13nvb+VSx5sZfzT55Jc82e80jqGSryi38sp2x5lGwfzw+CeTpzEDE0fnLJPCRJYuEXPsc97/8QAJIsk123AT0Ro27uHMp9vQwsfZa6Qw6BimeFEokgyTK+ZeHZTuXGTIzz+ZI1DUlRgmgkSRoXeSQpCpH6BoQvaL/tXziVUH4hBK5p4rs+uY2dDC57fofbVnfIfGad/y6ajzoKLX7gea90P/wIa/76N6a+/a1MOP5ERlatZPjFF7BGRpBUFS0WQ9Z1PGsrgU+WUQwDSZLxXQfPcbCz2arIhQgGjuzAU8R3HJxSMMAcXb2B0bXrqu9JqooaieAUCuPEMC2ZpGb2TBoPP5zGhYeRmTUTtVIMyXEc1t52225VZgw5MIlHVD7+5ql8/M1T8XzB+t4idyzt55Yn+2gfKG/lgyiRtyFvQ39FKJOAmoTKQRNi1EYE+YJFoWxXCocACHpGyvz78Y4gpVGCdFznmLnNHDmnkekTktt4Re1Jxgz1zzpmWnWa6/n0Dxe4696HmTZ7PqNFm57BAhu6syBAVyWiuoJaiTDTFCl4MPKSSpmO6zM4WmJwtLTFs6zyQwCaIhOPatSmo7Q2pZk5qZZEzKBsOri+Tyyi7XL03N6mZDpYtkuuaJGMGSRiGpt6RunoyVK2XGzHw3ZcTDuwDnip6LU1Y9HJtutTsv2KSAaNtTFmtNayYEYdjz9yP2edctQ2kdc7wrQ9vvOnZ9nQncPxQZGDyLD1I4EYdsr8er76rlkAnPjLn/H4175B14MPIykK1sgIbqkJo6aG3IaNFHvmY6SjyJpGft1ajNpaEo2NSL5H3MpTlg18I0o8qmM7HmvWdTNpYj2p5BujsFzIrrOrHmKpVGqcIPZKtLe3c88997xiUFJzczN9fX3jpvX19dHc3LyDOd4Y7JYg9rvf/W5P9yMkJCQkJOR14R2LJ/AfR7fwPzes4Q8PdFWmSgyX4eGNDrUxmek1Qbn3sVTK5RtHWPuHp6hNRZgQ1YLKja+CvuESP71xGSXToWgLHG+Lb9hQGf7+hUNJRoNLdu2cOdQefBDDL66sDrZG1mwgPqGJSE0N5kA/xe5u6hccijU8hPA8hO8jGwZaMolUGWj5XmBSvHWU0dY3bEokipZIoCYSDC9bxsCzT1dv6txyGdeyGVm9gey69dvdJqO2hkM+8XEmHn9cECl1ALP+5lvof+ZZ+p95FiOTYd5HL2XBZy4ju2YN3Q8/hDkURGwpuo6s64Ho5Pt45fJOr0P4fvU4ebaNGk9i5cp0PfBQ0ECSyMycSWmgH3tkFKdQqE6fePxxzH7vhdTNm3tAR6aE7D0UWWLWhASzJiT4z7MDEenuZQNcc1c7KzpzOC8JChVIDBc8Hl2Tr06TgMm1OvNao3i2xXDewvUEXqXmyHDe5t+Pd3DbEx3IEkxuSnDyYRM5bn4zMWPvW7SoikxDJkpN1GXxvJaqGDMwWmLZ2gGSMZ1pE9MMjJRY3THC6o5hTMtGU4Lqw54QeL5AU4Iql6qyxftqa83MrxRpyZds2nuyPPpcR7DPtrqOKLJMTSqCpiqUK9V/RaWPhqagqjKuJ9AUuSocOp6PZbtYjkfM0EjEdOrSMRIxnWzBZDRvUijZeL5PNKIhBOQKFp7vBx5cAmzXw3V9HM9DIui/54ttqiO/nOAFW0SvwJMtaF+yfYqmF1wvJYmpLWkOa61hQn2c1sYkiWhQpMXZTlGWl2Mga/L13z/NaN7C9YOo6t4C9BWDz+G8SUmu+sj8LfvWMDjqG1/j3g99lOz69UiyzMjKVTQfu5jeR5ew4Z+3cOhnPok11I9iGAw9/RSRk09BNQwkzyEigZ0v4SZq0TUFRZFo3zxATSbBhKbMTkWzhbyxCALEdiZlcveW/7vf/Y7GxkbOPvvsl223ePFi7r33Xj7zmc9Up919990sXrx491Z8gPCqri4DAwOsrvh7zJ49e5tKByEhISEhIfsDkiTx1XfN5vJzZvCf/7eC+1ZsqUo2XBIMlwTnL26kmC/SNVjEcsF2BaZbZkiN8KPrn+dtx01l7pTaXRIcfCFYsqKX6+5Zg+V4FGxRjQwbNQPfsEtPncyCKeOfFC68/HPc84EPgRDIuo5bKuG7QQqlnkwyuvJFambPITVtBuX+PuzsaJA2+TKpjBBEg+nJFEZNLbKqMvj8MvqeWFKNGPMdB6ds4to+HXfeu230kiTRcsxiJp16MpNOORlF13d6X+zPLLz8MjbOmc3GW/5NeWCAZ773AzbdejsT3nQcjUcdg/BsRlevxhoZxs5mcQoFJEUh1tyMYhiYQ0OBaKkoCN/Hdxz8sSixiqAJYGQyZGbMZHDZC6z7+y1VI/2JJ55Arr2d0TVrqn2SZJnJZ57O3A99kESYQhGyFzhtQQOnLQju/dv7i1x9Vzu3Pt1Hyd7+wE8g0T7s0D4cCB5HzsjwnmOa6B/K8eKmEfpHTVxPVP3INvQU2NS7mt/fsZp4RKW1McHig5s5/pBmIvprl6LWkIlx6hFt4/4/eGo9AMWyg6bKuJ7PsnUDbOgaRZElbNenvTdHybSqFXsVWQoqEcsSasXLTKl4mUmSNO7a4QvBUHbnBfOXkitYMATrOod3exkgGKvBsbVYt3VfJUmqVPQMVE1fgOX4lG0fxwvmkYD6TJQpEzK0NiZobUwyoT6xXQ/NXWVtV5b/+eOz2I6PV/ncrB+BvB30r6XG4PrPH76N55gajXLs9/+Xez5wKXYl6rn30SU0HXkEfU8+xco//Jk573s39sgwsqLQ88jDTD7zzQjHQfY8NM9GHu7BqQ288NKJCKPZIoWiyeSJ9cSib4xrX8jOIdhJU312XRHzfZ/f/e53XHzxxdt4u1900UVMnDiR7373uwB8+tOf5oQTTuBHP/oRZ599Nn/96195+umnueaaa3Z5vQcSu3UmKhaLfOpTn+Laa6/Fr9ykKYrCRRddxM9//nNisQMvHSIkJCQk5MAnoitc8/EF/OWhzXztr2u2ekfir0sGmNoY46LjpnDb4+14vqgKY2u7cvzsxuepS0eYP62Oow9uYtqE9A7X4/uCpWsHuHXJJjYPFBFCVMWwMc+wrCURN2QuP2fGNvPXHjSH1lNOYvO991dFkd7Hn2Th5z/L0PLnUCMR2m/9F9Pf8S7iLROI1NVjjY7gFAr4W/tySRJaPI4ajaFEoqiV6/fomtX0PPpwNYLJ9zzcchmnZNL/zPOYg4Pb9Ck9fRpHf+sbpKdP2+a9A514czNzP/RBDv7Axaz7+z9YcfWvGVq+gqHlKwBoPHwhh132GdLTp1Ho2kzvkscYWbWSYlfXDpepGAZaMoWeSROpqUWNJxha/iJLf/Rz3MpxqZs3j+SUNtrvuGNc9ci2N5/JIR//KNGG+r274SEhFdoa43z3vQfz3fcezKb+Ejc90cOz67M8tW4UdwdjvCfXjfLkulF0VeKEuXWcccwkDmqJsmLDAE+tGWQoZ1fFsWzJJbtplFUdo/zhjlU018Y4/YjJHDO3kWRs17wa9yTxaLBuXVNYPG8Ci+dtEZ+FEAznTDb1ZOkbLpEr2dVor/6REoOjFpIEhiohyxKOG6QOShLEDJm4oVajylRFJqKreL6PW9mhnhDBOExUKgWrcjXV0vN8vIpf11i6JlIQ6SdEkB4arEtCqoh0QgTXoLFiMLIEyZiO7fjkyg6OJ3A9gSyBoki4rqimzaqKTF06QiZuoKsyEUOlpS6+R8Wvl7K+O8f//PEZTFtUverWj0DRCXZaTVzl318+EkPbfsRWYuJETrrqFzz8ucsp9QZpZP1Ll5JobaWweTN9Ty6l9uCZgI1n23Q/9BATjz8e33FQjAgin0Mf7EK0tGG7Pqm4wWjBZO3GHloaMzTUpcKI3JCAigfoTrXbRe655x46Ojr44Ac/uM17HR0d4yIWjznmGP7yl7/wla98hS9/+cvMnDmTm2++mXnz5u3yeg8kduvsdNlll/Hggw/yr3/9i2OPPRaARx55hP/8z//kc5/7HFddddUe7WRISEhISMhryXuOb+Uti5r47G9f4MEXtzxh39hf4pv/aOcTZ7Zx2OQof753PdmiTdEWyJLAdMr0j2zmgaVdHDylhqktKRJRndaGOLIs0dlfoLO/wKr2EYZyJkIITDcQ1sbYlA3EMICbvnjEDqtpHfHlL9H3xFNBapwkYefy9Dz2BPHWRrxSYOSz9vrraD35FDKz5xBrbILGpiDtzvNA+MiaXk2hFEKQb99E94P3V9PtxtIj1UQS1yzSced92/Qj0lDPoi9cTstxx7xhb/6HVrzAsl/8Pw799KeY9e530XriCbTfeTcjq1fT88ij9D/zLHdeeBG1cw+m9eQTaT3pRCadchr9zzyNZ1vUzJpNtLERt2wGUXqpJJKsUOrto+uhh1nzt5sYWbmqur6ag+bQvPho1t7wd4ZWrKhOT7a1ccSXv0j9gkNeh70QEhIwpTHGZ986HQjE//tWDPKXBzezorPAcGHbdDjbFdy9bJC7lwVC+6LpaT7z1nnMm5TgyVX93PNMF50DRSwn8Fb0gM7BEr+/YxXX3rmKpro4bzm6jRMOaUJR9p10NUmSqEtHqUtv6y0lRCCKbe7P0ztcJFuwKVkO2bzFUK5MtuSRLe2gOu9L18O4ArV7BF2VsV2f0VIgvquKRG0qStRQKVsu+ZJNOqFRl4oyd1odh85s3Cui1454cdMQV1y3jLITbLmPxKohge0F16B0TOXubx5N+hXE0vT0aZzyf7/igU/8J/n2DoTj4pbLyJpG7+NPUDd/HsKxUXQdc2iQoRdeoGb2HPBclFgcr1REGuxCa2jFcTwyiQijeZPuvlGGR4tMbKklGY/s9f0Rsm8jxjxBd6LdrnL66afvcL4HHnhgm2nnnXce55133i6v50Bmt85cf//737nxxhs58cQTq9POOussotEo73rXu0JBLCQkJCRkvycV0/jNJw/lLw9v5mvXrRn33i/vaOe4g2r434sP42fXPcLGUQ1fgOkKTDeouvbs2mGWbxgeV6VsDCEEjicobTU2VBSZjcM+o2bQ/ivvnMG05vg2846hxWMc/e1v8PBnP89YWEH7HXcy7Zy3IyseQtNQNI3N997NwNJnaD5qMckpU5EUBUXZkm7klssMr3yRwaXP4pnlav880wwqJdbUs+7vN2OPZsd3QJaZ/Z7zmf/RDwdm/G9gnvvpLxhavpx7PvAhppz1Zmac9w7mvO9CJEmi2N3Dcz/7BV0PPsTwCy8y/MKLPP/z/0d84gSMdJpYSzPmcI5IXS1Oscjo6jX0P7uUUk/vOE83SVFoXHQ4U85+M4PLV7Dyt7+vvidrGvM+cimzzn/XG/5YhOxbyLLEqYc0cOohQWpl/6jJ1/66hgdWDO4wcuzp9Vne+5OlNKR0LjqxlS9ccBiZuEb/aJklL/Rx77Nd9I6YeAI8AZsHivzfrS/y29tXMrkxweK5zZy6cALR18B3bHeRJImm2jhNtdue430hyBYshrJlvEra4VCuTN9wCUkCXVXQNBlVlskVbXIlq1rVc2zZyZiOoSmUKob3uiajqwq6phA1VOrSURJRDdfzMW2PXNFCkiQSUY2GTIzG2hijeYs1ncMkozozJ9UEPmP7AKs7R/nuX5ZhucE2J+MGD2+w8EVw7dRViX/+1xFkYjuXthitr+eY7/4P93zgUjzLwhwaItnWRr69nZV/+CMLP/9pip3tqJEI2bVriNTXE62tRUIgaRrCttEKI3jRDL7vU5OK4rgehZLN+k19TGyuoaFu5w3SQw48dtVUP+S1ZbeuFKVSiaampm2mNzY2UiqVtjNHSEhISEjI/sl73tTKxNoIH79mBZaz5WblkZUjnPT1J3nbbJdfffp4nlk3wh1Pbaa9rzBOHJMQyHLwFN8LsluqaTEQpGkeNruJ/3d3N6KSH3PwxDjvP3nyK/atZfHR1MyZzciq1dVpG27+J4d9/rP4VolidxdqNIo1PEz77beiGAbx1knIqoo5NIRTLIwzdhdC4FkWvueRmjaTzfc+wMDS57ZZb/MxizniS18MU/IqJNsmMbR8OQCbbrudTbfdTqJ1IrPOfzdT3/YWjv3edygPDdH1wENsvv8BBp5dSrGrm2JXN8MvrmTzvfdvd7myqlJ78EFMOv1UGg87jPU33czT//s9PHNL2mvLccew8POXEX+DV4kK2T9ozES4+qOH4Ho+T60b5X9uWMPq7u2PHQZyNj+6ZQM/umUD8yYl+dI7ZvC2Y9p4+7FTGMqZ3PTwRh5e3kfZ9gJxzRes686zqTfP9fet4+i5zbz31BlkEvuXn5MsSdQkI9QkX9/IotpUhKPn7lv+g8s3DPODvz5XFcMOnlrHn5YMMZZbKklw638fRWv9rlV8TE+bxsLLL+Op/wm8lvLt7SRaJ1LY3MWav97IzHe8lVJvL4quM/DM07SdeRbCc1E0Ddd18bMjxGIJHMPAshw0VSGTipIrmHT1jiBJEvW1B3ZxmZCXwRc7ZarPzrQJ2ePsliC2ePFivv71r3PttdcSiQQn63K5zDe/+c03fJWCkJCQkJADjxPm1rPsyuP5+DXLuW/5FsN9T8BNq2KM/mkNV35gHqcsnEiuZHPf0h4eer6HrsEiQgRC2NZIEmQSOgum14Fm8ON/tzN2Qy9LcOMXj9jpvi367//i7vd9AIQgUleHOTTE87+4itOv/S3loUE6br8VpVLZ0LMscuvXbbMM33XxLAstlWLCEUfTcc99PHflz7b7tHLeRz/Mwe+/aKf790agbu7B9D35NOX+/uq0wuYunv3hlbz4+2s56OL3Me1tb2HGO85lxjvOxRodJbdxE3YuR76jk+EXV+IUCqixGInWiTQuOpzMrJlEamqwslk677mPez/yMdxCsbp8WVVZ+IXPM/WtZ79hU1VD9l9URWbx7Fr+/d9H8fDKYe5fMcj9y4fYPGRut/2KzjwX/mQp8ycn+eq7ZrFwWpoPnX0QH3zzHNZ1Z3l2zSAPPd/LYM6qRJ4JHnq+h4ef7yERUZhQn2DR7HpOWTiRRPT18xwL2X3uebab39++CrsSNXfUQY387pFBqkZrwG8/fghTm3bPy3rK2WfR//SztN9xJxCcw/VUktyGjYxu6CTWUINbLCBcl54ljzLxhJPwyiXUaBS3VMLt7yY+dTqZdA0jI3lsxyWdiFAs22zuGaZs2kxoqtmn0npDXiOCMpM71y7kNWe3BLGf/vSnnHHGGbS2trJgwQIAli1bRiQS4c4779yjHQwJCQkJCdkXUBWZaz62gG/fsIY/3L953Hv3rxhm4ecf4m2LmvjmBbM559g2zjm2jULZYc3mLL3DQRTWxPoYNUmDZFQjFdP41g1r+fOd7eOWde2nDkVXd/6GuWbmTCYcdyzdjzyKOTSEUVODNTLCkv/+Gsf/5EoO/uCH6Lz3HnKbNiLLMrIWDAb9seqFkkRmxkwmvOkE3LLJo1/4L/IdnUBQqXBMFNMzaQ7/wueZdPJJu70PD1Smn3sOU95yNh133s2qP/6ZfPuWY2oODrL0Rz/mhd/8jsmnnkzLsceQnDyJuvnztpve6Nk2+fZ2Nv7zX2x+4KFxlSPHqD90AYdf/rk3ZAGDkAMLSZI4/uA6jj+4jq+/Cx5bNcznfv8iAzl7u+2Xd+R51w+fQVMkJtRGuOBNE7n4pFZmtWY4/+QZ9AyV+OejG3l85QBly0MAedNj9eYsazZnuf7+9UxuSjJ/ah2zJ6dZMK0WbRfOtyGvD9ffv55bHt3EWJD2vCk1PNlhYTpbImouOG4Cb5q7+1HLkiSx8PLPMfzii1uugUpwjl7/95s46tvfILfmxSDCenCQQmcnsaZGhOch6zq+bWP29kBLK/V1KUZzRUoli3hUR1FkhkYK5AplJrXUkUruWgRbyP5NmDK5b7Nbgti8efNYu3Ytf/7zn1m1KjB5veCCC7jwwguJRsMveEhISEjIgctXz5vFKfPruPSq5eNSKIWAfz7Vxz3PD/Kl/5jO9JYEC6akWDhz/A265fjcv2KQq+/cxIqOwrj3zj2qmaPn1O5yn4782n9zzyUfodDZiTUyghKJMLp2Hfd88EMc/a1vMPvC9+FZFsWebsoDA0iKQrS+nkhtHWo8TqFzMy/+9vdsuv1OfNuuCmFjN2fTznk7h37mP1Ejxq7vsDcIiqYx9S1nMeWsM+l68GE2/vtW+p56Ct8OjOLs0VHW3fgP1t34DyAQG6ONjUTr61BjMTzLojw4SKm3D+Ft30w7PmECCz71CSaeeHwYFRZyQHLMnFqWfO84LMfnrmX9/PiWjXQMlrdp53iC9oEy3/vHOv74wGY+89apnLWwkZa6GB9921w+/FZBe2+eWx5r5/kNw+TLbrUS4YaePO29eW59PPgeHjevhYtOn0E8su96jr2R+dUtL/LAsh4qgWGcecREir7OM49vqrZpqTH49nvmvOp1afEYi7/zLe754IfxHQdrZIRk22Ty7R08d+VPOOSTH6GwaSOKpjH0/HOk3n4OTj6PrKr4joNfyOPksvi+TyoZRddURrNFIrqKqshkCyYbOvqpzcRpbanbYdGckAOLvWmqH/Lq2e0zfywW49JLL92TfQkJCQkJCdkvOGZOHc/84E1ccOUzLH+JqFW0PL5SMeGP6jJvWdTIYVMzWK7Pk2tHeGDFEGV726eAF504ga+9a/du6PVUitN+/xvufM/7KPX14ZkmkYZ6Sn393PeRj9O46HAOev9FNB6+kNSUqQB4lsXI6jW0334nG2751zgRZkwIk1WVhV/8PNPe+pbd6tcbEUmWaT3pBFpPOgGnWGLDP29h1bV/whodHddO+D6l3l5Kvb2vuMxE60Smn3sOM857B4q+f/khhYTsDoYm89ZFzbx1UTM9IyZf+uNKHlk1st22XcMml/9hJV+7bjUfOnUyHzm9jYiuMLUlxaffMR8Ax/W46+nN/PvxToZyViCuCMD3uf+5Lh5Z3s2ZR07mtIWhF9++Qv9ome9f/yS9wyaCwE7g0/8xj568z/9eu7LaTpHh7q8fvcfWm5k5k0M/+2me/f4PAci3d6CnU1gjo3TcfT91B80E18E1TQaefZb6Qw/DLRaqqZPOQB9yNIpZMonEItSrKYaGc6iKTF06xkiuzPBoEcfxmDK5AUUOIxQPeHw/eO1Mu5DXnN0SxK699tqXff+ii0JvkZCQkJCQA5uIrvC3zx3GZ352N3dviGzXC7Vs+9zwWC83PPbyosenz57Kp86e+qr6o8VjnHbtb7n1nHfilsuYA4PEWydS6uml/+ln6H/6GVLTppJobcUcHGR0zVp8163Or0QieOYW/56JJx7Pws9dFhrnvwq0eIzZ7zmf6ee+nZ4lj9P90CP0PPYYdi7/ivOmpkxh4kknMOnkE0nPmBFGhIW8YWmpifD7/zyM1V0FPv/7F1jZVdxuu7Lt8/PbNnHN3R28+9gJfPat00hGg6GOpiqcfXQbZx/dRq5k89CyHh5e3ktHfwHPDyLO/rWknX8/3o6hxFCbujllYSsRfd+orPhGY92Qyo2/frpqnq+rMld85Eg6Bm3+69ql49recPmiPX6cpp/7dvqfeaZa8MTO5pAUhb7HnyQzYzqyBIquk12/jpqDDgZZBt+vpk66A/1ozRMCUSwaoaE+w+BgFl8IatNR8iWLfNFk3cY+mhvTpBLR8Bx/ABOmTO7b7JYg9ulPf3rc/47jUCqV0HWdWCwWCmIhISEhIW8YTp/h8INPnMJXrlvHLU/17fL8375gFhe8qXWP9MVIpznpmqu45wOXIFyP4uYulGiEpiOPpXfJ4+Q2bCS3YWO1vRaPo0QjmINDVTHMqK3lqK/9N81HH7VH+hQCajTKpJNPYtLJJ+G7LoPPL2dk5SoKm7uwC3kkWUFSZCQkEq0TmXjSCaSnvjqBNCTkQGP2xAQ3/dcR3Ld8iNue7eO2Z/q3+yDCcnyufWAzf3pwMwumpDj78CbesbilKo6lYjpvWdzGWxa34XoeNz6wkdue7MR0fIQA05W59q51/OWe9bTURzlj0SROW7RnztEhr8zv7ljLU10R/Er62MyJKb520WHkyz6f+c0zbC0ZvO+ECRzSltrjfZAkiUVf+iIjq1ZT7OoGqEZRr73+Rma9+9xAwBKCnkcepu2st2AND1ZTJ71iHiWfRU6mMcsmRsSgsTHD0HAex3FJRA0U2aFk2mzsGMDQVVoaM6RTsVAYOwARYufSIcOMydeH3RLERka2DVleu3YtH/vYx7j88stfdadCQkJCQkL2JzRF5soPzOVjZ0zmg798np4R6xXnmVQf4U+fOYyJtXvWe7Nm5gzOuvF6Hv7M58lt2oRXNul+8CHkSAQ1mUSPRrELhSC1o1jEKVaiLSSJGee9g0M+/rHQK2wvIqsqjQsPo3HhYa93V0JC9jtUReb0Qxs4/dAGvn2+w8euWc7ja0a329YXsHRjjqUbc/z4Xxv4yOltfOCUSUS3iiZSFYXzT5nB+afM4Nk1A/z1/vW09xURgOMLOvtLXHvXam56eAMXnTGbow5qDAWLvUTJdPjS/z1FT6UIjQS87/SZvOXoyfi+4LO/XcZQYUtUc21C4+vvfvW+YTtCTyQ45jvf5t5LP4rvBF6QYxFgXQ8tYcKxR6DoOubQICOrXiTVNgW3XEKNxXBLJez+XiKqBtEYlmmhGzqNDWmyuRKFQpmooRGL6Izkyli2y6bNg8SjBpMn1mEYYSXUAwkhdjJCLKwy+bqwx9wjZ86cyfe+9z3e+973Vo32Q0JCQkJC3kjMnJDk4e8cS9Fy+ctDXdz6dB/tA2XKlcgDXZWYNSHOFe89iBkTEnutH/HmZk7/0+9Z8atfs+pPfwEh8E0T3zRx89um69XMmcNR3/waqbbJe61PISEhIXuSZEzjT59ZyGOrhvnvP6+kc2jHDyKKlseV/9rA7+/v5L/+YzpnH96MoY33blo4q4H5UzPcdMtt5CIzeXh5P2Xbw3LByjtceeMKdEWisSbCkXMaefsxbUQjoXCxJ3jwuR5+fetK7IpzvqHA/1xyOG3NGYQQfP2vq1myJjtunju+tvejmGvmzObQT3+KZ394JQC+bSPrOvmOTvJTJ5OePBFZ0xhe/jypKVORNQ3fcap+YmbPZuJTpuPJCrZlI4Qgk46jKDLZbBEhBE31SVxfMDicp1i2WL2hh8a6FOlUjIihhQLsgUAQIrZz7UJec/ZoORVVVenu7t6TiwwJCQkJCdnviBsql57WxqWntb1ufZBVlUM+8TEmn34aq/70F7IbNmAODuLbDmo8TmbmDOrmzaXx8IXUzZ8X3nSHhITslxwzp5a7vrGYx1aNcM+yAW5c0oPjbX9gOVxw+MK1q/j6X9fwtiOaOOOwRo6aWTNOHDNUuPj0mVx8xhwee6GP+5d2s6pzFF+A7Qk2D5bZ/Eg7/1rSzlFzmvjo2w5C10Kvsd2hs7/Aj25YTvdQqTptdmuKw2q6mVAXRwjBd25cy3WPjB9f/u+Fs6lNvDYFRqa/41wGnltG5z33AoEoBtD3xDMkJzQjqwpuuUzfk48z9a3nUNjcge84VV/OclcHiemzsG0Hp1J1OJmIoigyI8N5LMtBUWSmTmqgbzBLoWjRO5CldyCLrqmkklEMXUOWJRLxCIYeVkPd3wg9xPZtdusbdcstt4z7XwhBT08Pv/jFLzj22GP3SMdCQkJCQkJCXj2ZmTM4+ptfe727ERISErLX0BSZE+bWccLcOr76rll8629ruOGxHrztmYwRGPBf/2gP1z/aQ31K4yvvnMXZhzeOX6Yqc8KCFk5Y0IIQgsdf7OcfD2+ka7CE6wscDx55oY/HXuyjtT7Gu0+awaLZ9eHDhZ2gZ6jEj25cweb+fNUHTpUlLjlrNsfPb+S227oRQvD9m9bz+/s3j5t38awM7zp24mvW18BP7AuMrFpNYXPQF1nT8EwTu2ASycRRIhEKmzeT27SRZFsb+U0bkWQZSVHwbTtIn2yZiFk2cWwHIQSxaAStUWFwKIfn+YyOFsgkoqTiUfIlk0LRxHZcBofHR3VnUjEy6TiJmIGqhkLs/kAoiO3b7JYgds4554z7X5IkGhoaOPnkk/nRj360J/oVEhISEhISEhISEhKyS+iqzP+8Zw5fPW8Wf3yggyv/tRHb3XEq0mDO4TO/fYFf39POBce2ILnbtpEkicVzm1g8twkhBM9vGOKqf65kuGDjC+gYKPGjG55HU2QOnVnPO46fwpSm5F7cyv0Tzxf88uYXeGJlH64HY0dlTmuSr150OJqq4DgOQsBPb23n1/d0jps/bsj89pMLXvN+a/E4i//329x7yaX4jlv1FNt8/4PMec87ccsl8H36n3qC1LTp6OkMdnYUNRrFKRQwhwbRa2qIRGOYZRPXcTEJKlA2N9VUfcXKZhB9FtVVGmsbcX2fQtHE9Xxc16NYshjNlRjNBRF18ZhBTTpOLGoQMVRkWd7hNoS8joQpk/s0uyWI+aF6GRISEhISEhISEhKyj2JoMh86bQrvO3Ey3/rbav72WM/Ljjdf6CjwlY61JPQ4U+ZlOWp2/XbbSZLEgun1XH3Zm9jYm+Oqf77Ipr4ivgDL9XliZT9Pr+onEdW44OQZnLxwwl7awv2LlR0jXHHdMkqWV50WMxQuf9chzJ1aO67tXet17lrf+dJF8PcvHIH2OkVF1cyaySGf/ATP/fin1WlOoYCZK6FqoBgG5cFBBpc+S8PCw7HzOYTvV03285s2UnvwPCKxCGapIooJk0gsQk0mQTweoVg0KZXMIGIsW0CSJHRNIZ2MkohHsGyXoeE8+ZKFZTkUSxbF0hbvvHQqRn1NgkQ8EkYq7kOEEWL7NmESckhISEhISEhISEjIAYmhyXznwoO49LQ2PvPbF1jRMT4FTVUkfF9UU/cKtsyFP32eU+bX8YOLDyYV27Fx/tTmFN//yNHkijY3PLCBR1b0UrQ8PAHZksPV/17JH+5aw1uPnsSbDmmhNhVBU99YUTwbenL87O8r6BkuVyPCElGVi0+byXGHNKO8JKrpqjs7uGv9tpWOv/feOcxoib8GPd4xM9/1TvqeeJKex5ZUp63/x83M/eD7cIt5JEli8PnnSLa1EWtsptQbeJ+Nme3nN20kPWMmUkyiXCrjui5mKRDFdE1FzyRIp+IUCmXyhRK+L7BtF9t2yeWKqKqKrilMbEyj6Sr5gkk2X8a0HDzPJ5srkc2VMHSVutoktZk4qhKmVb7eCCEQOxH9tTNtQvY8Oy2IXXbZZTu90CuvvHK3OhMSEhISEhISEhISErKnmdIY46YvLuLBF4b4/k3rWNMTpJ25FQN+WYKtLcfuXT7EEV94hPOPm8AXz51BzNixsJCK61xy9hwuOXsOA9kyf757LU+tHsTxBGXb428PbeLGhzdhqBJzJmf44FkH0VQT3avb+3ri+z5LXuzjr/etZzBrMVbjQJbg9EUT+MCZc7YbwfSru9r52W3t20x/x+Jm3nnM6x9pJ0kSR/z3l7jtvPNxS8Hnx7dtep94hrp5s5BVFSefp/vhh5j29nOJ1NVjDg0GgpjnYeeymENDROrqiMai24hikiQhyxKpVIxkMorreliWQ6FYxnE8HCfI57WsIGVT11VaGtJEIjqO6zE4nGckW8SyXbp7R+jpG6UmHaOpPo1hhBVRXy+E5yK87eRib6ddyGvPTgtiS5cu3al2YXhmSEhISEhISEhISMi+hiRJnDivnhPm1vHYqhG+et1qOgbLwNZimACC8YznC/78UBfXP9LN+cdN4KvnzURRXj7CqyEd5TPvPAQhBDc9sombH9mE6fj4AsqOYOn6ET7188eIaDKHTK/nY2+bQzyy/4sVvhA8sryHGx7cyMCoyUvrGcxuTXHZeYdQk9w2+gvgN/d28IOb128z/W2LmrjifQfvjS7vFpG6Wg75+Ed59odbAkAGlj5H7cGzkWSBrGmU+3oZfH4ZDQsPx3ds7FwONRLBLZUodHWiZzKomjpOFCvmi0RiEVQ1GJ5LkoSmqWiaSjwewXE8PM/D83xK5SBlMogeKwT9iujUZeI0N2bI5koMDucxLYfh0SLDo0VqMnHSiSD1MjTjf20RvkDsoMDHS9uFvPbstCB2//33s2HDBqZMmRIa9oWEhISEhISEhISE7JdIksSxB9Vy37cW89zGLF/+8yrWdBfH3t2mvesL/vRQFzc92ctlb53GfxzdQjL68sMoSZL4jzdN5dzjptA9VOKeZ7p4dEUfo8XAON10fJ5c1c/Tq/tpqokyqzXNmUe0Mn1iek9v7l7DcjxWbBzh9ic7WdUxsk3xAlmCeVNr+chb5tCQ2X5EnO8LfnDzum0M9AFOnFvHlR+cu1f6/mqYdu7b2fCvWxldvbo6reOu+5j+9rPwrDK+6zL4/HNkZs4i1tSCWy7jOw6yYeBbFsXNHSTbpgaiWDyKWTIRQlAultF0DSNijAsykSQJXVcZG7onElFcz6NUsiiVLBzHxTRtTNNGkiSiUZ22iXV4vk//YJ5coczIaJGR0SKyLDF1UgPJxIEbobjPIQSInfAHC1MmXxd2yUNs5syZ9PT00NgYlCV+97vfzc9+9jOampr2SudCQkJCQkJCQkJCQkL2FodOTXPrfx/J9Y928fW/rsF7mXFr0fT49g1r+Z8b13Lh8RP54rkziOovH20jSRIT6+NcfMYsLj5jFiN5i5sf2cjjK/sZLTj4AnqGy/QMl3nw+V7iEZWjDmpkwfQ6Fs6oxdD3Dctn1/V4du0Qm3rzrO3OsqE7T9F0t4kEU2WJg9oyvPvEqcxszbxs9pDleHzu9y9yx9KBbd5ra4hwzccO2dObsUeQFYXDL7+Mez/0keq08sAAruMjQZA6mcvR//STtJ58KvGWieQ7NiErCkKWMYeG0DM1GOkMqqoST8axTAvHdnBsB9dxMSIGqqbucP+pikIqGSOVjOE4LsWSVTXkHxPKZFmiJh2jvjZJrlAmXyhj2S4bOvppa20gk4q9RnvsjU0YIbZvs0tn2Jcavd12221897vf3aMdCgkJCQkJCQkJCQkJea2QJInzj2vlzAV1fOM393Pvphhle4syFtFkHM+vimVCwJ8e7OL2Z/u56MRW3nRQHfPbkjtlHVOTNPjAm+fwgTfPYVNPjl/880X6hss4XpBWWTRd7lvazX1Lu5GARFQjGdPwfMGEuhhvmt/M3CkZMgljj1nVeL6P6/q4viBbsNnQk+fRF/pYuzmL6/kIX+BUNt7djmAoS5COa7zzhGmcunDiTvVruGDzkaueZ+nG3DbvRVSfmy4/DFned6146ubNpfXkE9l83wPVaetuuJHDLvsUhfZNSLJMdsN6amYfRHziRIzaWqzhYRTDwC2XyW/cgDLnYNRI4B0WiQbpkmY5iBYzyyaSKaGqKqqmoqjKDverpqlk0irpVAzbdimWTMplC98XFApBSnAiHqG5IUNn9yDZfJlNnQNEIzqN9Slq0q9vsYIDHSF2ssrkzkSRhexx9o1HDiEhISEhISEhISEhIa8j8YjKSVMdvvORo/nctau5Z9kQEKQ3AkR1eZxQNpR3+PG/NvLjf21k3qQE333fQRzUmtzp9U1pSfHDjx4NgGV7/O6O1Tz2Qi+OK/BE4GaWLzvky4GJet9ImaXrhqrza4qEqsioisSYViIDiiKjyjKyIiEA0/bwfUEiqiGEYLRo4/sCTZVxHB9reyrXyyAB8ajK1OYER81p5KDJGVobEzst0G3qL/H+nz/H5iFzm/d0VeKLx5aIGvv+MHX+Rz9M1wMPVcUOt1Sm/5llxBoySLKMUyjQ99QTTG05h2hdA3Y2h/BcZF3Ht22y69ZQc9Bc5EolSFVTiatxbMvGtmyEEDiOg+M4SLKErutourbD/SxJEoahYRgaIpPANO0gKsxyKBRNLNuhtaUWTcsxNJKnbNq0bx7Esh2aGzKv1W574yHEzqVDhimTrwu7dKaRJGmbL2Booh8SEhISEhISEhIScqCgqwpXf2QBT64Z4fN/eJHuEQuAsh2kxMUMmaI1XkRa0Vngrf/7FG9e2MC3L5hDJr5rRvmGrvDRtx3MJWfNoVC2Gc6Z/PPRDl5oH8GtRGfZbhBFNjZudjyB43k7vY5cyRn3v+XsWAiTJTA0mUREJRrRaK2PM29aLdNbUkxuiqPspqf0U+tGufT/LaNgbttvSYK/XXYo65c9tFvLfq1JTp7MtLe/jfU33Vyd1n77ncz/6IdwizlkRaHU38fIqpXUHjyXaGMjpZ7uatVJ37YpdLSTmjqtOr8kSRgRA93Q8VwP13VxbAfhCyzTwjItFEVBVmQ0TUPZgUF+4CVmEI0amKbN0HAOx/HoHxilriZJc0Oa/sEc/UM5evuzCAHNDelwbL8XEP5ORojtRJuQPc8up0y+//3vxzCC6iCmafLRj36UeHx8mOU//vGPPdfDkJCQkJCQkJCQkJCQ15gjZ9XwwLeP4Y8PbOY7f18biFFA0fJRZAlVFlju+Hluf3aA+5YP8Z9nTeX9J0/C0HZNONJUmZpkhJpkhMvelRn3nuf7dA0UWb5hmFUdowzmzKrIJUkSCBAIXE/g+QLfF4CoiFdB2qOERDquYegq+ZKNpiosmF7L/Km1+L6gNmkwsSFObA9XvnQ9n6vvbOdnt27cxndsjF9/7BBmT0ywftkeXfVeZe6HL6HjrrtxisXqtE133M3E446sRokNPPsMqWnT0FNp7OwobqmEFovh5PNYI8OYmQyRmtpxy5UkCVUL0iWNiBFEilkOvu9Xqk16OLaDoihBO1VF3kEF1EhEp6mxhsGhHI7jMjiUIx6P0NSQRlFkevpH6RvIghA0N2b25u56YyL8nTTVDwWx14NdEsQuvvjicf+/973v3aOdCQkJCQkJCQkJCQkJ2VeQZYmLT57E4jk1fOHaF1jREQgfni/wfMjEVSbXRXm+I1+dx3J8fvDP9fz6nnY+dkYb7zxmAunYqxeYFFlmclOSyU1Jzl7c9qqX91qxeajMZ377As9txy9sjK+8cwYnzqvHcZwdttkXidTUMO+jH2bpj34cTJBl8pva8Y5chGooKLpOeXCAwaXP0rz4WOItE8lt2oDwPNRYDLdUotDZgRqNoUYi211HUGVSR9M0fN/H93xc18V13Ko4ZmGhqAq6oaMo2/qNqapCU2OG0WyRQqFMsWhSKlmkkjFaGjOBKDaYQwANtYm9vNfeWISm+vs2uySI/e53v9tb/QgJCQkJCQkJCQkJCdknmTUhwc3/dRQPvzjEl/+8kp4RG4DRostoMU9rXQRZlugYKFfnGS26fPcf6/nJvzfywVMm86FTJ5OM7vveWHsK1/O5cUkP37lx7TjvtZfyqbOn8P6TJ7+GPduzTD/37ay/6Z/kNmyAStpbx933MfvC83Cyo0iSxMCy58jMnkOkto74hIkUOjsAkDQN4Tjk1q8lM3sOsrpj4VSSJBRFQVEUND0QxxzbwXMDUcxzPcpuGVmW0XRtG78xSZKoySSIRnVGR4s4jks2VySZiDKhKUN33yj9g7l9upjB/ogQ/k4Z5oem+q8Pu5f8HRISEhISEhISEhIS8gbjTQfX8eC3j+V/L5xDzNgylNo8ZNI5WObtRzZx1Kz0uHnKts8vb9/EcV9+hF/f3Y7l7Lzv1/6IEII7lvZz5ref4Ct/WT1ODHvp4PO7F87h02dPY39GVlUWfekLsJX4ZI2M4FkuSBKyquKWSvQ+vgQhBFo8QaS2DgDVMECS8CyL7Lq1+K67o9Vsu15ZxogYxBIx4sk4mh6Iab7vY5kWxXwx8B97iVl7xNBpasyQqVSXzBfK6JpCc0Pwue3tzxKNpV7VPgnZCl/s/CvkNScUxEJCQkJCQkJCQkJCQnYSWZZ417ETePR/j+M9b5rAmAwiBPzzyT5WbS7yvhMmkoyONzwvWj5X3LSe4778GNc93FU1yz+QeGzVMOd+7yk++esVbOovj3svEZHZeot//IGDOe/YCa9tB/cS9fPnMeMd/zFu2tq//Z26BYcBoOg6+U0byW/aCECkvgFZNxC+j5GpAcAtlchtWIdnWbu8flmWiUQjJFIJjIiBJEkIITDLJmbJ3EYUkySJZDJGJhOkR+bzZRQJaisiWX1zG457YAu3rxVjEWI78wp57QkFsZCQkJCQkJCQkJCQkF0kGVX51gVzePB/juHk+VtM0bMllz8+2EVbfZR3H9tM3Bg/5BopOnz1utUc+YVHuGdZ/2vd7b3C8vYc7/3Js1z0s+dY0VkY954sgaHKFMwtA/7vXDibtx7R/Fp3c68y/2MfIVJfX/3fzmYZfG45aiyGJEn4jkPvU0/guy6SLBNvCcRAzzKJ1AXzOYUC+Y5N40z6dwVJktANnXgyjm7oALiuS7FQxNuOwJVMRKmpSSIBpuWgqTKJmMHwQBfaDipYhuwiFQ+xV3qFEWKvD/uFILZp0yYuueQSpk6dSjQaZfr06Xz961/Htu1x7Z5//nne9KY3EYlEmDRpEt///ve3WdYNN9zAnDlziEQizJ8/n9tuu23c+0IIvva1r9HS0kI0GuXUU09l7dq149oMDw9z4YUXkkqlyGQyXHLJJRQK40/8ISEhISEhISEhISEHPhNqI1zzsUP5+xcWMbl+izH6is4CNzzWy/tPmsQVFx1ES40xbr5c2eWjv1rB6d98nC/+4UVufaYPy9l/okSEECzblOOSXz7HuVc8zeNrRrdp05zWEIDlBtsVM2T+/JlDefexE1/bzr4GaPEYR3z5i+Omrb7ueuoOPRwhBLKqYg4MMLTieQDUaJRoUyAKuuUSRl2QRunk82TXr6XU24Pwd+/zIElSkE4ZD8Q44QtKxRJmedtosUQ8QmNjDYos47oemWSUYn54t9Ybsh3GqkzuzCvkNWe/EMRWrVqF7/v86le/4oUXXuDHP/4xV199NV/+8perbXK5HKeffjptbW0888wz/OAHP+Ab3/gG11xzTbXNY489xgUXXMAll1zC0qVLOeecczjnnHNYsWJFtc33v/99fvazn3H11VfzxBNPEI/HOeOMMzBNs9rmwgsv5IUXXuDuu+/m3//+Nw899BAf/vCHX5udERISEhISEhISEhKyz7FgSoq7v7GYb7x7JroaJFL6An55RztfvHYlqajKuUc1k4iMj7zZ0Ffi70/08unfvMARX3iY7/19Lf3ZXU+bey3IlhxueryHz/52BYsuf5h3fP9pHnxhW/GkLqUxZ2Kc3qzDmP5y5Iw0z/7weI6aVbtN+wOFlmMWM/n0U6v/C9dl1R/+RKwSDSZcl8HnluJUgikiNbVVPzGvXMaoq0eSZYTrUuzuIrtuDXY+h/B2L31RURXiyTiqFhRzcGyHYr6I+xKvMl1Xqa1NAlA2bdLpA/cYvdbsTHTYzlaiDNnz7BdlTs4880zOPPPM6v/Tpk1j9erVXHXVVfzwhz8E4M9//jO2bfPb3/4WXdeZO3cuzz33HFdeeWVVrPrpT3/KmWeeyeWXXw7At7/9be6++25+8YtfcPXVVyOE4Cc/+Qlf+cpXePvb3w7AtddeS1NTEzfffDPnn38+K1eu5I477uCpp55i0aJFAPz85z/nrLPO4oc//CETJhwYefAhISEhISEhISEhIbuGIku894RJvGVRM7+4bSN/fLALrzLQXd1dZG1PkY+d2cbsiQn+9GAXT64dHTd/yfL4v3s7+c19ncxqiXP49DRTm+K0NURZOC1NJr7jKoR7mmzJ4ck1ozy5bpShvE3noMnz7bnq9myPibUGJ8yt599P97Gqa0va3zuObuaKiw5+Lbr9unPYZZ+h57HHq6JX7+NP0HbWmZR7e5BVFSubZWDpM0x40wkARBoaEUJgjQzjVSLFPNvByY7iFArk1q9DjcUw6uqIZGqRlF1LZZQkiWgsiuu41QixcrFMNB5FVbfIAZGITjIRJV8o0zZlOv5uRqeFvAQhdi76S4SC2OvBfiGIbY9sNktt7RblesmSJRx//PHoul6ddsYZZ3DFFVcwMjJCTU0NS5Ys4bLLLhu3nDPOOIObb74ZgI0bN9Lb28upp25R9dPpNEcddRRLlizh/PPPZ8mSJWQymaoYBnDqqaciyzJPPPEE55577nb7a1kW1lYGiblcDgDHcXAcZ/d3xFaMLWdPLS9kPOH+3XuE+3bvEe7bvUu4f/cee2rfvvT6OzIyUl1ueNy2EH6WX3/CY/D6syePQVyHL54zlcve0sYPbtnAnx/qqRaS++Xt7RiqzEUnTuDjZ7Tyxwd7uHf50Lj5hQgEtNXdW0QlRYKjZqVZND1NW0OUBW0pJtQaWI7PaMmlNqGhq6+cAGS7PoM5m8G8gy8EmZiG5wv6sxbPbcrzxNpRVncVGS3tXMXDRETh1EPqmN4c467nBvnLw13V92QJvn7eDN51bMtO7dcD4Xsgx+PM/dhHeO4HP6pOW37VNcy5+HzKXV1IwMiqlSRnziZSSZPUautAVbEGBnCLRSRFJdLSgjUwgHBdnEIBp1jEGh7GqKtHicV3WRgD0CM6ju3gez7lYhkjGhjwjxGL6ZTLFp2dm2lsSCPLey6hbH8+pq8GIfydSn3dHVP9rq4uvvjFL3L77bdTKpWYMWMGv/vd78ZpFVvzwAMPcNJJJ20zvaenh+bmA8vTb2fZLwWxdevW8fOf/7waHQbQ29vL1KlTx7VramqqvldTU0Nvb2912tZtent7q+22nm9HbRobG8e9r6oqtbW11Tbb47vf/S7f/OY3t5l+1113EYvFXnZ7d5W77757jy4vZDzh/t17hPt27xHu271LuH/3Hq9231533XVcf/3120zfG9ffA4Hws/z6Ex6D1589fQwOjcDEYyX+sDRCTzEYflmuz6/v2cyfHujkvLkmlx/jsXJQZXmfRnt2+0KHJ+Cx1VkeW53daqoAtggamiyIqAJdEQjA8yVcH3whAQLXl3B8iT1Ba8rjqFaH1qTHv9ZY3Pzk+KFlY8zjo0eUSGSXctttS3dp2fv790DIQE0GRkYBKPX0sPyRJ5g+ZSKyqmLn86y95y46EynYSpBKGAZz/j979x0eRdU2cPg3W9N7DxB6J3QwICXSQQUVlOIrIqIiWPlUsIK9dwVfQVBfsaGIBSkqTUGaFClSQ0shoaRn68z3xyYLMQECJNmU576ukZ2ZM2fOnBmTybOnxEThYwJHVhaZVhuncnKI9PPFx2DAnpODPS8Pk58fGfkF7D16DLujbIHLIjqdjk4dOuHn50fG8Qx27t5JQUFBiXS//JJ6GTVQUn5+frnmV11omlZi3LZzpbsYp0+fpnv37iQmJvLzzz8THh7Ovn37CA4OvuCxe/bsISAgwL3+7/hGbeLRgNjUqVN56aWXzptm9+7dNG/e3L2enJzMwIEDGTFiBBMmTKjoIpabadOmFWudlp2dTd26denfv3+xh/Fy2O12li9fTr9+/TAaK685dW0h9VtxpG4rjtRtxZL6rTjlVbd9+vThvffec6+npKQQHx9frr9/awJ5lj1P7oHnVfQ9uGW4xpd/pDL716Mkn3JNDlbgUPhkmzdmg8LQzpF8+p84Uk9b+XRVMqt2niLHcqGxo4oHt+yqgt12roDXpQfCFKBDwwDi4/xpGOlDQrMgnE6NR+fv5Ztd2cXSGvUw7bpGjOpx8UPJ1KT/D1ICg1j/6BPudeeGTXh364olNRm90YiSk023tu0Iat6i2HGaqmI7dRJ7Viah/n6E+vthDAwCnR5r+nFUuw1bdjZBej1XtmyOKTQMnZd3sZZeF6KqKjaLjYCAABK6JmAwGs6MM1ZB96Coh1Sto6qupSzpLsJLL71E3bp1mTt3rnvbvxsInUtERARBQUEXdb6ayqMBsSlTpnDrrbeeN03Dhg3dn1NSUkhMTKRbt27FBssHiIqK4vjx48W2Fa0XNf87V5qz9xdti46OLpamXbt27jTp6cWnR3Y4HJw6deq8zQzNZjNms7nEdqPRWO4/7CsiT3GG1G/FkbqtOFK3FUvqt+Jcbt0ajUb8/Pzc60Xfgss9K53Ui+fJPfC8irwH/0mM4z+JcRw5kc/k/+5g1zHXOFNWh8ZX69L4dv1xbuwezYT+9XllbEt2Hs1l19Fcdh3LYd2eUxzOsFzgDOUjJsRMq7r+NI/1o0Udfzo1DiTEz8TxTCuL/zrOre/+zbGTxcti0MP4PvV44JqGGPSX19WuJvx/UC+xN/tbt+Lkjp0AqDYbWXv24x0aiGq34bRYOLllM/4xse6uk0VM0TE4Q0LJT0/DkZeHPSsTxWDAv359nFYreSnJaA4H1tOnsefm4hUWhnd4BDpD2evMaDBisVhwOpw47A6MRqM7KAblfw+q+/28VBfbQuzfgcNzxRG+//57BgwYwIgRI1i1ahWxsbHcfffdZWo01K5dO6xWK61bt2b69Ol07969jFdT83g0IBYeHk54eHiZ0iYnJ5OYmEjHjh2ZO3duif7MCQkJPPbYY9jtdvf/bMuXL6dZs2buZoMJCQn8+uuv3H///e7jli9fTkJCAuCKqEZFRfHrr7+6A2DZ2dmsX7+eiRMnuvPIzMxk8+bNdOzYEYDffvsNVVXp2rXrJdeFEEIIIYQQonaoF+bD9492YcO+0zz1+R72pbm6kzlUjflrUpi/JoWYYDMjusVw/RVRjO4ZC8DJHBvZ+Q5O59nZm5LLvpQ8TuTYOJlj42SOHYvNSZMYPyICTew6msPxTCtRwV6E+psw6BTsTpXTea6xnKKCzIWLF1HBrs+RQWYiAs2YjTo0TSO7wMHRExZeW3SAJVsyyCplXLFAHz2TBtVndI86eJkuflyrmkpRFDo8/H8sH3ube8D0pB8Xc+VrL3Fi8wb0JhO27GxSVq+g/jXD0BmK/2muN5vxrxuHPTeH/OOulmF5yccwBgQQ3KwFllMnyU9LQ7XbyU9NxZ6bi3dkFCb/gDK1FtPpdfj4+mApsGC32bEUWPA1+FZIXdRmmlrGMcQK09StW7fY9qeeeorp06eXSH/w4EFmzpzJgw8+yKOPPsrGjRu59957MZlMjB07ttRzREdHM2vWLDp16oTVamX27Nn07t2b9evX06FDh4u/uBqgWowhlpycTO/evYmLi+PVV18lIyPDva+oVdbo0aOZMWMG48eP55FHHmHHjh289dZbvPHGG+609913H7169eK1115jyJAhfPHFF2zatMnd2kxRFO6//36effZZmjRpQoMGDXjiiSeIiYlh2LBhALRo0YKBAwcyYcIEZs2ahd1uZ/LkyYwcOVJmmBRCCCGEEEKUWZcmwfz85BVsPpDJk5//w56UM+MspZy28tZPSbz1UxIxIWZ6twqjV6sQWtcLoH6Ea9bJ8mK1q2w+kMkv20+wPzWXTQeyOJRecN4ZJZtE+/DIdY3p1Sr0orrr1SbBTZvQ6LphHPh2IQCa08nRZb8S3KwhlhMZaE4nBadOcWLbFiI6di41D6OfPwE+vhScyMB66iT27GwceXl4hYQS1LwF+SnHsGVlYc/JwWm1ulqLhYajK2OLLLOXGYfDgaZqWAus6I0S1CxXmla2GSQL0xw9erTYkA6ltQ4DV7fXTp068fzzzwPQvn17duzYwaxZs84ZEGvWrBnNmjVzr3fr1o0DBw7wxhtv8Omnn5b1imqUahEQW758Ofv372f//v3UqVOn2L6ipoWBgYEsW7aMSZMm0bFjR8LCwnjyySe544473Gm7devG/Pnzefzxx3n00Udp0qQJ3333Ha1bt3anefjhh8nLy+OOO+4gMzOTK6+8kiVLluDl5eVO89lnnzF58mT69OmDTqfjhhtu4O23367gWhBCCCGEEELURB0bBfHT41fw18FMPlx2hBU7TuA4q1FJyikr89cku2dw1ClgNurwMevxMesJ8DZSL9yLhhG+eJt1KIDdqZFvc5JnceJUNcICTGiaxr6UPJJPWSiwqVhsTqx2V6ux88S+ADAZFNrEBTCkYwQjusXgLa3ByqTNxDs4vHQZjjzXjKGHliyl4bB3SV2zEp3BgCM3l1M7dxBQv2GJrpNFFJ0On4hITP4B5Kel4LRaKchIB0XBKyQEY0AQeceOoNps5KekYMvKwjcmFqOf/wWDlYqi4OXtRUFegWsmSIltlquLbSEWEBBQpjFOo6OjadmyZbFtLVq04Jtvvrmo8nXp0oXff//9oo6pSapFQOzWW2+94FhjAPHx8axZs+a8aUaMGMGIESPOuV9RFJ5++mmefvrpc6YJCQlh/vz5FyyPEEIIIYQQQpRVh4ZBzLwrCKtdZeWOE3z5RwpbD2aR/a/B9VUNCmwqBTaVkzl2wMLOozlARqn5XgovoysAFh8XwLCuUbSo419uedcmJn9/2ky8ky2vvu7aoKrsnD2XBtcMJGvvHhSdDnteHql/rKbegMHoz9EiCMDg7Y1//YbYsjKxZp7GabFgOXkSndGIf4OGWNLTsefm4MjLI+fwIXyiovEKCUXRnX9MN4PBgNFkxG6zY7fZz9kqSVwCVeOC0eaidBehe/fu7Nmzp9i2vXv3EhcXd1H5bN26tdj46bVNtQiICSGEEEIIIURtYTbqGNA+ggHtIwDIyrez/VAOK3eeYPexHA6k5nEyt+R4XhdDp4BRr2DQK/h5uVqYxYZ4ExVspmPDQHq2CkWvk+ZC5aHh0Gv45+NPKMg4AcDxDRtpPOJ6dEYjqt3uatmVns7R5Uup22/AeYNiiqJgDgrGHBSMLSeb/OOuccQK0lLxCgvHKzyCnMNJrjzTUtGcDrzDIlD052/RZ/Yy43Q6UZ0qrVq0KtNA8OLCNE1F08rQQqwMac72wAMP0K1bN55//nluvPFGNmzYwH//+99ikw9OmzaN5ORkPvnkEwDefPNNGjRoQKtWrbBYLMyePZvffvuNZcuWXdxF1SASEBNCCCGEEEKIKizQx0iPliH0aBni3pZncXDweD5Z+Q4KrE5MRlcroJRTBZzMsRPoY8DPy4Ber+BwauRaHJiNero0DqJ+hLeM+1WJ9EYjbe6+iw0znnVv2/bO+/R+700OfPWlq+tkXh75GekcWfYzdfr0x+jjc8F8Tf4BGH18yT+ehi07C8uJDPRmL/zrxZF7pLALZeHA+z7RMej05/7zX1EUvL29ycvNk2ejHGmqhlaG1l9lSXO2zp07s3DhQqZNm8bTTz9NgwYNePPNNxkzZow7TWpqKkeOHHGv22w2pkyZQnJyMj4+PsTHx/PLL7+QmJh4UeeuSSQgJoQQQgghhBDVjK+XgTZxFx5rSFQN9fr3Y/fHn5Jz6DAAuUeOcuy3VdQdMJgjS35CZzBgz81Fp9Nx+KcfqNOnL14hpY8pdjZFr8c3JhaDry8Fx9NwWi0UpFvwiY6mICMD1WalID0dzeHEt07dErNZnk2n12HyMvHXqr8YNGhQuV17raZpUJbWX5fQIu/qq6/m6quvPuf+efPmFVt/+OGHefjhhy/6PDXZ+TsTCyGEEEIIIYQQ4rLo9Ho6Pzq12Ladsz/COzyc0DbxgKuVltNmw5Gfx+HFP5J1YF+Z8zcHBhHQsDGmwgHZradP4RUWhrFw3XLqJDlHD6M6zt/VVqfTSXfJclTUQqwsi6h8EhATQgghhBBCCCEqWFh8G+IGD3Sv23Ny2fnhR8T2rsAlyQABAABJREFUSsQUFOwKiFksqA4nqsNB6u9rSF75G9bTp8uUv85gwCc6Fu9w19hztszT6IxGTEFBrvXTp8lLPobqdJ4nF1G+VFcLsQstXNwYYqJ8SEBMCCGEEEIIIYSoBO3vvxfDWeOD7f/2W9L/2kLjETeiM5tRdDoc+XmoNjuaqpJz+BBJ3y8k9Y81OG22C+avKApeoWH4RseCToezoADV4cAUGAS4WooVpKehqRKAqQzSQqxqk4CYEEIIIYQQQghRCUwBAXR8+P/ObFA1/nxyBva8fJrfcitGPz8UnQ6nzYojPx9zsGsihaz9+0hatJCcI4fL1KXRFBhIQP2G6L29QVVRHXZXIE7TsGRkYD19SrpGVoKiWSbLsojKJwExIYQQQgghhBCiktQb0I+wtvHudcuJE2yY8QyK3kCTUWPwiY5xz/SYc+QwoKAzm3Hk55G84leOLPmpTN0o9SYT/nXjMPr5uwdtVwxGVIeDghMZOPJyK+T6xBma01nmRVQ+CYgJIYQQQgghhBCVRFEUujzxGMpZMz6m/bmBv2d+gN5kptH1w6k3cDCKXo+iKNhzcyhIT0fv7QM6HQXp6Rxa/APZSQcvfC6dDt/YOhj9/QEweHsB4MjLo+BExgUH2ReXR7pMVm0SEBNCCCGEEEIIISqRX51Y2t13T7Fte/43n0OLfwYgsFFjWt15N6Ft2gKuWSoLjqdhz81F7+WN5nCQsnolqWt/x2mznvdciqLgGxWDzmhCczrdwTFbZia27KwKuDrhVpYB9d0D64vKJgExIYQQQgghhBCikjUefj2RV3Qptm3DM8+zZ/4XaJqGoijE9OxF0zG3YPB1jS2GqlKQfhyHxYLmdJK1by9J3y0kLy31vOdS9Hp8Y2MBVzc+vZcXmqpSkJEurcQqkKZpZV5E5ZOAmBBCCCGEEEIIUckURaHrE49jDgo8s1HT2Pb2u2x+8WV3oMocFETz/4wlMqE7OqMRRadDcziw5eSgAY6CfI4uW8KpXTvPG1gxeHnjEx3jOrdOh2Iw4MjLw3rqREVeZu2mqmVfRKWTgJgQQgghhBBCCOEBXqEh9HjzNXRGY7HtBxf9wOr7HsSalQ24WnhFdOhIy9vvJLhlKwB0BgP27GwcFiuqw0H6xvUkr/gVh6XgnOczBwbhHR4BuAbdR1HIP34ch/X83S7FpZEWYlWbBMSEEEIIIYQQQggPCWnenO4vvwC6s/48VxTSN//FkptGs/eLr3DabK7NOh11EvsQd/U1KIai1mJ2nAUFqJpG7tEjJC1aSH768XOezxwSitHXDwCd0Yhqt5OfcgxNWimVO9eA+WoZFgmIeYIExIQQQgghhBBCCA+KTriCXm+9jsHXx7VB00BRsGZmsvXNt/l1/B3kHD3mTh8Q14BWt99BcMtW7tZFzrx89N4+OC0Wji5bQs7RI6WeS1EUvMLDAVcrMxQFa1YWllMnK/YiayNNK/siKp0ExIQQQgghhBBCCA+L7NyJ/p/MxT+unmtDYZBEZzSSuW8/v9w6nv3fLDzTWkyvp05iH6Ku6F4YFNPIT0vF6XCgOhwkr/iV7ENJpZ7L4OWN0c8126TeywtUFcuJDNTCvEX50DStsJXYBRYJiHmEBMSEEEIIIYQQQogqwC82lr5zZxPbq6d7m2q3A2DPy+OvV15j8Q03cmjxz+4gSkSnTkT3cKXX6fWoFgtOqxVNVUlZvfKcLcW8wlytxBRFQdHpcOTnY888haIoFXmJtYumopVhQZPuqp4gATEhhBBCCCGEEKKKMPr40O3F5+jyxGP4REaW2F+QcYINTz/H6vseJDclBYDwtu1pftvteBem1xwONIcTNI2Ulb+Rl5JcIh+DlxfmoGCgsJUYYMvMpG5kREVdWu2jamVfRKWTgJgQQgghhBBCCFGFKIpC/SGDGPztV3R6bCpGP98SaY5v2MjS0bewZ/4XqE4nRm8fGt1wIz5R0QA4LAU4bTacDgfHVvxK/vG0Enl4h0egM7hmuNQZjTitVuqHh8kA++WkLK3D3K3ERKWTgJgQQgghhBBCCFEF6fR6Gl5zNYMXfEmj64eh6Ir/Ce+0WNj29rusf3IGqsOBoig0vH445pBQFEVBtdlwWiw4bTaO/bocW05OseMVvR6f6BjXuYxGUBTyTp1C2iuVE2khVqVJQEwIIYQQQgghhKjCzEFBdHz4/xj01eeEd2hfYv/RX39j7aNP4LBYURSFJiNH41cvzjXOmKqiWq2odjvH168rMYC70dcXo68fADqTiTyrVca0KifSQqxqk4CYEEIIIYQQQghRDfjViaXXO2/S+q47SrQWS1m9hl9uu53MfftQFIUG1wwlqGlzADSnE3t+PnnJx8g9crhEvkUD7Ov0eg5l5aDTGyr+YmqBMs0wWbiIyicBMSGEEEIIIYQQoprQ6fW0vPUWEme+i3dEeLF92QeTWD5uAod+XgJAvf4DMBUOnK85nThsNo5v+BOnzVbsOIO3N4bCVmL1QoIr4SpqiaIZJMuyiEonATEhhBBCCCGEEKKaCWsbz4D/fUzcwAHFtmsOBxtmPMuuuR+jaRpNbrwJRa9HURSc+fnY8/I4vuHPEvl5h4UBEB7gj+Z0Vso11HTSQqxqk4CYEEIIIYQQQghRDZkCAug6/QmufO1ljP5+xfbt+OBD9s7/Ap3RRNzga9A0DZ3BgDUri+wD+8n5V9dJg7cPptAwNh86jKLXV+Zl1FgyhljVJgExIYQQQgghhBCiGovp3o2Bn/+P0Dati23f9t77pK5dh3+9egTUbwCATqfDYbWStu4PVLu9WHpTUDAWu6PSyl3jySyTVZoExIQQQgghhBBCiGrOOyyMxJnvEpvY68xGVWPd40+SlZREvYGDXV0ndTqcFguOggIy9+31XIFrAU0DTdPKsHi6pLWTBMSEEEIIIYQQQogaQGcw0O25Z6g/ZJB7myO/gN+nPII9L4/YXokAKDodjoICTu3aiaZKd72KomkqmlqGRbpMeoQExIQQQgghhBBCiBpC0eno/Pij1Lkq0b0tLyWFtdMeJ7BJU4z+ASiKgmq3Y8vJJufwIc8VtqZzNREr2yIqnQTEhBBCCCGEEEKIGkRRFBKenUF4xw7ubRl/bWH/gm+pf3XhAPt6Pc6CAk7u+BtNAjIVokytwwoXUfkkICaEEEIIIYQQQtQwik5Hj9dewSs01L3t71kfoDqceIdHAKA6HBScyCAv+ZinilmzSQuxKk0CYkIIIYQQQgghRA1k8DJz1QfvgV4PgNNiZctrb1K3T78zrcQsFk5s3SKtxCqAtBCr2iQgJoQQQgghhBBC1FB+derQ7t7J7vXkVavJPnwEc1AQAKrNJq3EKkjZZpjUJBjpIRIQE0IIIYQQQggharAmNw4noEF99/pfr75OTM9EVysxgwGHtBKrGKpW9uUiJScnc/PNNxMaGoq3tzdt2rRh06ZN5z1m5cqVdOjQAbPZTOPGjZk3b94lXljNIAExIYQQQgghhBCiBlMUhYTnn3GvZycd4vQ/ezD6+gKgWq1YTp6g4Hiap4pYI2maWublYpw+fZru3btjNBr5+eef2bVrF6+99hrBwcHnPCYpKYkhQ4aQmJjI1q1buf/++7n99ttZunTp5V5mtVXtAmJWq5V27dqhKApbt24ttm/79u306NEDLy8v6taty8svv1zi+K+//prmzZvj5eVFmzZtWLx4cbH9mqbx5JNPEh0djbe3N3379mXfvn3F0pw6dYoxY8YQEBBAUFAQ48ePJzc3t9yvVQghhBBCCCGEKA+BDRrQdNRN7vW/Xn2DyIRuACh6PQ6LhczduzxVvBpJU7UyLxfjpZdeom7dusydO5cuXbrQoEED+vfvT6NGjc55zKxZs2jQoAGvvfYaLVq0YPLkyQwfPpw33njjci+z2qp2AbGHH36YmJiYEtuzs7Pp378/cXFxbN68mVdeeYXp06fz3//+151m7dq1jBo1ivHjx7NlyxaGDRvGsGHD2LFjhzvNyy+/zNtvv82sWbNYv349vr6+DBgwAIvF4k4zZswYdu7cyfLly/nxxx9ZvXo1d9xxR8VeuBBCCCGEEEIIcRniJ03EKywMAFt2Nqf3HkBnMqEoCo6CAgpSUzA7HR4uZQ2iqWVfcMU1zl6sVmup2X7//fd06tSJESNGEBERQfv27fnwww/PW5R169bRt2/fYtsGDBjAunXryudaq6FqFRD7+eefWbZsGa+++mqJfZ999hk2m42PPvqIVq1aMXLkSO69915ef/11d5q33nqLgQMH8tBDD9GiRQueeeYZOnTowLvvvgu4Woe9+eabPP744wwdOpT4+Hg++eQTUlJS+O677wDYvXs3S5YsYfbs2XTt2pUrr7ySd955hy+++IKUlJRKqQchhBBCCCGEEOJi6QwGerz+int9x8wPiOjcxbVPr8dptxNsKfBU8Wqci20hVrduXQIDA93LCy+8UGq+Bw8eZObMmTRp0oSlS5cyceJE7r33Xj7++ONzliUtLY3IyMhi2yIjI8nOzqagoHbec4OnC1BWx48fZ8KECXz33Xf4+PiU2L9u3Tp69uyJyWRybxswYAAvvfQSp0+fJjg4mHXr1vHggw8WO27AgAHuYFdSUhJpaWnFoqaBgYF07dqVdevWMXLkSNatW0dQUBCdOnVyp+nbty86nY7169dz3XXXlVp+q9VaLLqbnZ0NgN1ux263X3yFlKIon/LKTxQn9VtxpG4rjtRtxZL6rTjlVbf//v17+vRpd75y386QZ9nz5B54ntwDz5N7UDn8GtQnsGkTsvbuw3o6E2ueBXQ6FMCRn4+/0Yg1Lw8KxxcrD7X1nqqqiup0likdwNGjRwkICHBvN5vN50zfqVMnnn/+eQDat2/Pjh07mDVrFmPHji2HktcO1SIgpmkat956K3fddRedOnXi0KFDJdKkpaXRoEGDYtuKop9paWkEBwefMyKalpbmTnf2cedKExERUWy/wWAgJCTEnaY0L7zwAjNmzCixfdmyZaUG+C7H8uXLyzU/UZzUb8WRuq04UrcVS+q34lxu3X7++ed8+eWXJbZXxO/fmkCeZc+Te+B5cg88T+5BxXN27Qx7XWNlr3vxZaKuHUyQzTVMUJJfAPtWrSrX8+Xn55drftWGprmWsqQDAgICigXEziU6OpqWLVsW29aiRQu++eabcx4TFRXF8ePHi207fvw4AQEBeHt7X7iMNZBHA2JTp07lpZdeOm+a3bt3s2zZMnJycpg2bVollaz8TZs2rVjrtOzsbOrWrUv//v3L9MCXhd1uZ/ny5fTr1w+j0VgueYozpH4rjtRtxZG6rVhSvxWnvOq2T58+vPfee+71lJQU4uPjy/X3b00gz7LnyT3wPLkHnif3oHItXrwU68mTaBknaNq5K8d/X4lOr8c3K4suI0eV6z0o6iFV22iqiqZeeAbJsqQ5W/fu3dmzZ0+xbXv37iUuLu6cxyQkJJSYVHD58uUkJCRc1LlrEo8GxKZMmcKtt9563jQNGzbkt99+Y926dSWaC3bq1IkxY8bw8ccfnzPaCa5IaNG/paU5e3/Rtujo6GJp2rVr506Tnp5eLA+Hw8GpU6fcx5fGbDaX2tzRaDSW+w/7ishTnCH1W3GkbiuO1G3FkvqtOJdbt0ajET8/P/d60RgZcs9KJ/XieXIPPE/ugefJPagcbe6cwKbnXwTgn7kfE9WlPbbM0wTk5Zb7Pait91PTNLQytBArS5qzPfDAA3Tr1o3nn3+eG2+8kQ0bNvDf//632KSC06ZNIzk5mU8++QSAu+66i3fffZeHH36Y2267jd9++42vvvqKn3766eIuqgbx6KD64eHhNG/e/LyLyWTi7bffZtu2bWzdupWtW7e6o5pffvklzz33HOCKdq5evbpY3+Tly5fTrFkzgoOD3Wl+/fXXYmU4OyLaoEEDoqKiiqXJzs5m/fr17jQJCQlkZmayefNmd5rffvsNVVXp2rVrBdSSEEIIIYQQQghRvhpcPRh9YVe54+s3ENSsBZqmoddUbDk5Hi5dDaFqZV8uQufOnVm4cCGff/45rVu35plnnuHNN99kzJgx7jSpqakcOXLEvd6gQQN++uknli9fTtu2bXnttdeYPXs2AwYMKLfLrW6qxRhi9erVK7Ze9E1vo0aNqFOnDgCjR49mxowZjB8/nkceeYQdO3bw1ltv8cYbb7iPu+++++jVqxevvfYaQ4YM4YsvvmDTpk3uKKqiKNx///08++yzNGnShAYNGvDEE08QExPDsGHDAFe/3IEDBzJhwgRmzZqF3W5n8uTJjBw5kpiYmEqoDSGEEEIIIYQQ4vIoOh1t7rqDrW+8BcDBRT9Qp29vtqafoKW/v4dLV0NoKppWhu6QZUnzL1dffTVXX331OffPmzevxLbevXuzZcuWiz5XTeXRFmLlKTAwkGXLlpGUlETHjh2ZMmUKTz75JHfccYc7Tbdu3Zg/fz7//e9/adu2LQsWLOC7776jdevW7jQPP/ww99xzD3fccQedO3cmNzeXJUuW4OXl5U7z2Wef0bx5c/r06cPgwYO58sorizVNFEIIIYQQQgghqromNw5H7+36W/foL78RGt8O1WTycKlqDk3VyryIylctWoj9W/369UvtYxsfH8+aNWvOe+yIESMYMWLEOfcrisLTTz/N008/fc40ISEhzJ8/v+wFFkIIIYQQQgghqhhFUWhz152uVmKaxp7/fQb16nq6WDXHRc4yKSpXjWkhJoQQQgghhBBCiIvT5MbhKAY9AAe+/hbN6fRwiWqOolkmy7KIyicBMSGEEEIIIYQQopZSFIWYK68EQLXZcO7c5eES1RzSZbJqk4CYEEIIIYQQQghRi7W95273Z+fqP0odokhcPK1wUP2yLKLySUBMCCGEEEIIIYSoxfxiY/GOiHCtWCw48vI8W6CaQtXKvohKJwExIYQQQgghhBCilmt6U+Hkc3Y7qt3u2cLUEJqmlXkRlU8CYkIIIYQQQgghRC3XZOSN+NePQ9ejOwZfP08Xp0bQNK1sg+pLQMwjJCAmhBBCCCGEEELUcjq9nr6fzsN4ZTf0JqOni1MjSAuxqs3g6QIIIYQQQgghhBBC1DhlHR9MxhDzCAmICSGEEEIIIYQQQpSzoi6RZUknKp8ExIQQQgghhBBCCCHKWVm7Q0qXSc+QgJgQQgghhBBCCCFEOdNUDa0M3SHLkkaUPwmICSGEEEIIIYQQQpQ3TXUtZUknKp0ExIQQQgghhBBCCCHKmbQQq9okICaEEEIIIYQQQghRziQgVrVJQEwIIYQQQgghhBCinGmailaG7pBlSSPKnwTEPKRoFons7Oxyy9Nut5Ofn092djZGo7Hc8hUuUr8VR+q24kjdViyp34pTUXVb9Hu3PH//1gTyLHue3APPk3vgeXIPPK+if//WttkUC+wOKEPrrwKnsxJKI/5NAmIekpOTA0DdunU9XBIhhBCi9pHfv0IIIUTly8nJITAw0NPFqHAmk4moqCju3rqpzMdERUVhMpkqsFTi3xSttoVoqwhVVUlJScHf3x9FUcolz+zsbOrWrcvRo0cJCAgolzzFGVK/FUfqtuJI3VYsqd+KU1F163Q62b9/P40bN0av15dbvtWdPMueJ/fA8+QeeJ7cA8+rqHugaRo5OTnExMSg0+nKLd+qzGKxYLPZypzeZDLh5eVVgSUS/yYtxDxEp9NRp06dCsk7ICBAfoFUIKnfiiN1W3GkbiuW1G/FqYi67dy5c7nmV5PIs+x5cg88T+6B58k98LyKuAe1oWXY2by8vCTAVcXVjtCsEEIIIYQQQgghhBCFJCAmhBBCCCGEEEIIIWoVCYjVIGazmaeeegqz2ezpotRIUr8VR+q24kjdViyp34ojdVu5pL49T+6B58k98Dy5B54n90DUJjKovhBCCCGEEEIIIYSoVaSFmBBCCCGEEEIIIYSoVSQgJoQQQgghhBBCCCFqFQmICSGEEEIIIYQQQohaRQJiQgghhBBCCCGEEKJWkYBYFTdz5kzi4+MJCAggICCAhIQEfv75Z/d+i8XCpEmTCA0Nxc/PjxtuuIHjx48Xy+PIkSMMGTIEHx8fIiIieOihh3A4HJV9KVXSheq3d+/eKIpSbLnrrruK5SH1WzYvvvgiiqJw//33u7fJ81s+SqtbeXYvzfTp00vUW/Pmzd375Zm9PBeqX3luy5e8Q3ievGdULfIu4nnyzuIZ8n4jROkMni6AOL86derw4osv0qRJEzRN4+OPP2bo0KFs2bKFVq1a8cADD/DTTz/x9ddfExgYyOTJk7n++uv5448/AHA6nQwZMoSoqCjWrl1Lamoqt9xyC0ajkeeff97DV+d5F6pfgAkTJvD000+7j/Hx8XF/lvotm40bN/LBBx8QHx9fbLs8v5fvXHUL8uxeqlatWvHLL7+41w2GM78q5Zm9fOerX5DntjzJO4TnyXtG1SHvIp4n7yyeJe83QpRCE9VOcHCwNnv2bC0zM1MzGo3a119/7d63e/duDdDWrVunaZqmLV68WNPpdFpaWpo7zcyZM7WAgADNarVWetmrg6L61TRN69Wrl3bfffedM63U74Xl5ORoTZo00ZYvX16sPuX5vXznqltNk2f3Uj311FNa27ZtS90nz+zlO1/9apo8t5VB3iE8T94zKp+8i3ievLN4lrzfCFE66TJZjTidTr744gvy8vJISEhg8+bN2O12+vbt607TvHlz6tWrx7p16wBYt24dbdq0ITIy0p1mwIABZGdns3Pnzkq/hqrs3/Vb5LPPPiMsLIzWrVszbdo08vPz3fukfi9s0qRJDBkypNhzCsjzWw7OVbdF5Nm9NPv27SMmJoaGDRsyZswYjhw5AsgzW17OVb9F5LmtGPIO4XnynuE58i7iefLO4nnyfiNESdJlshr4+++/SUhIwGKx4Ofnx8KFC2nZsiVbt27FZDIRFBRULH1kZCRpaWkApKWlFfvBVbS/aJ84d/0CjB49mri4OGJiYti+fTuPPPIIe/bs4dtvvwWkfi/kiy++4K+//mLjxo0l9qWlpcnzexnOV7cgz+6l6tq1K/PmzaNZs2akpqYyY8YMevTowY4dO+SZLQfnq19/f395biuAvEN4nrxneJa8i3ievLN4nrzfCFE6CYhVA82aNWPr1q1kZWWxYMECxo4dy6pVqzxdrBrjXPXbsmVL7rjjDne6Nm3aEB0dTZ8+fThw4ACNGjXyYKmrvqNHj3LfffexfPlyvLy8PF2cGqUsdSvP7qUZNGiQ+3N8fDxdu3YlLi6Or776Cm9vbw+WrGY4X/2OHz9entsKIO8QnifvGZ4j7yKeJ+8sVYO83whROukyWQ2YTCYaN25Mx44deeGFF2jbti1vvfUWUVFR2Gw2MjMzi6U/fvw4UVFRAERFRZWYIaRovShNbXeu+i1N165dAdi/fz8g9Xs+mzdvJj09nQ4dOmAwGDAYDKxatYq3334bg8FAZGSkPL+X6EJ163Q6Sxwjz+6lCQoKomnTpuzfv19+5laAs+u3NPLcXj55h/A8ec/wHHkX8Tx5Z6ma5P1GCBcJiFVDqqpitVrp2LEjRqORX3/91b1vz549HDlyxD02RUJCAn///Tfp6enuNMuXLycgIMDdXF8UV1S/pdm6dSsA0dHRgNTv+fTp04e///6brVu3updOnToxZswY92d5fi/NhepWr9eXOEae3UuTm5vLgQMHiI6Olp+5FeDs+i2NPLflT94hPE/eMyqPvIt4nryzVE3yfiNEIU+P6i/Ob+rUqdqqVau0pKQkbfv27drUqVM1RVG0ZcuWaZqmaXfddZdWr1497bffftM2bdqkJSQkaAkJCe7jHQ6H1rp1a61///7a1q1btSVLlmjh4eHatGnTPHVJVcr56nf//v3a008/rW3atElLSkrSFi1apDVs2FDr2bOn+3ip34vz71mE5PktP2fXrTy7l27KlCnaypUrtaSkJO2PP/7Q+vbtq4WFhWnp6emapskze7nOV7/y3JY/eYfwPHnPqHrkXcTz5J2l8sn7jRClk4BYFXfbbbdpcXFxmslk0sLDw7U+ffq4X2Q1TdMKCgq0u+++WwsODtZ8fHy06667TktNTS2Wx6FDh7RBgwZp3t7eWlhYmDZlyhTNbrdX9qVUSeer3yNHjmg9e/bUQkJCNLPZrDVu3Fh76KGHtKysrGJ5SP2W3b9fQuX5LT9n1608u5fupptu0qKjozWTyaTFxsZqN910k7Z//373fnlmL8/56lee2/In7xCeJ+8ZVY+8i3ievLNUPnm/EaJ0iqZpmqdbqQkhhBBCCCGEEEIIUVlkDDEhhBBCCCGEEEIIUatIQEwIIYQQQgghhBBC1CoSEBNCCCGEEEIIIYQQtYoExIQQQgghhBBCCCFErSIBMSGEEEIIIYQQQghRq0hATAghhBBCCCGEEELUKhIQE0IIIYQQQgghhBC1igTEhBBCCCGEEEIIIUStIgExIYQQQgghRJU1ffp02rVr5+liuCmKwnfffefpYgghhLhMEhATQgghhBBCMGvWLPz9/XE4HO5tubm5GI1GevfuXSztypUrURSFAwcOVHIpK09VC8QJIYQoXxIQE0IIIYQQQpCYmEhubi6bNm1yb1uzZg1RUVGsX78ei8Xi3r5ixQrq1atHo0aNPFFUIWqE+vXroygK8+bNK3V/RkYGnTp1QlEUWrVqRXJycuUWUIgaTgJiQgghhBBCCJo1a0Z0dDQrV650b1u5ciVDhw6lQYMG/Pnnn8W2JyYm8umnn9KpUyf8/f2Jiopi9OjRpKenA6CqKnXq1GHmzJnFzrNlyxZ0Oh2HDx8GIDMzk9tvv53w8HACAgK46qqr2LZt23nLOnv2bFq0aIGXlxfNmzfn/fffd+87dOgQiqLw7bffkpiYiI+PD23btmXdunXF8vjwww+pW7cuPj4+XHfddbz++usEBQUBMG/ePGbMmMG2bdtQFKVE0OLEiRNcd911+Pj40KRJE77//vsy17MQZXH06FF69OjB5s2b6dKlC6tXryY2NtbTxRKiRpGAmBBCXIQlS5bQrl07vLy8UBSFzMxMbr31VurXr+/pogkhhBCXLTExkRUrVrjXV6xYQe/evenVq5d7e0FBAevXrycxMRG73c4zzzzDtm3b+O677zh06BC33norADqdjlGjRjF//vxi5/jss8/o3r07cXFxAIwYMYL09HR+/vlnNm/eTIcOHejTpw+nTp0qtYyfffYZTz75JM899xy7d+/m+eef54knnuDjjz8ulu6xxx7j//7v/9i6dStNmzZl1KhR7u6gf/zxB3fddRf33XcfW7dupV+/fjz33HPuY2+66SamTJlCq1atSE1NJTU1lZtuusm9f8aMGdx4441s376dwYMHM2bMmHOWV4iLtWfPHrp3786ePXvo27cvv/76K6GhoZ4ulhA1jyaEENXQ3LlzNUDbuHHjOdMkJSVpgAZozzzzTKlpRo8erQGar6/vBc954sQJzd/fX7viiiu02bNna59++qlms9m0sWPHanFxce50eXl52lNPPaWtWLGiTNeyYsUKDdC+/vrrYtutVqs2ZMgQTVEUbc6cOWXK61x69erlrot/LwaDoUx5vPPOO1rz5s01k8mkxcTEaA888ICWm5tbatr9+/dro0aN0sLDwzUvLy+tcePG2qOPPloszfr167WJEydqHTp00AwGg1YRv5KcTqf20ksvafXr19fMZrPWpk0bbf78+WU+/vTp09qECRO0sLAwzcfHR+vdu7e2efPmYmlOnDihvfzyy1qPHj20sLAwLTAwUOvatav2xRdflMiv6F6Xtqxbt+6yr1cIIS7Xhx9+qPn6+mp2u13Lzs7WDAaDlp6ers2fP1/r2bOnpmma9uuvv2qAdvjw4RLHb9y4UQO0nJwcTdM0bcuWLZqiKO60TqdTi42N1WbOnKlpmqatWbNGCwgI0CwWS7F8GjVqpH3wwQeapmnaU089pbVt27bYvn//LH/mmWe0hIQETdPO/P6fPXu2e//OnTs1QNu9e7emaZp20003aUOGDCmWx5gxY7TAwED3+r/PWwTQHn/8cfd6bm6uBmg///xzibRCnE9cXJwGaHPnznVv27x5sxYeHq4B2g033KBZrVbPFVCIGs5QWYE3IYTwFC8vLz7//HMef/zxYtvz8vJYtGgRXl5eZcpn48aN5OTk8Mwzz9C3b1/39g8//BBVVd3r+fn5zJgxA6DEIMRlZbfbGT58OIsXL+bDDz/ktttuu6R8ijz22GPcfvvtxbbl5eVx11130b9//wse/8gjj/Dyyy8zfPhw7rvvPnbt2sU777zDzp07Wbp0abG0W7dupXfv3sTGxjJlyhRCQ0M5cuQIR48eLZZu8eLFzJ49m/j4eBo2bMjevXsv6xpL89hjj/Hiiy8yYcIEOnfuzKJFixg9ejSKojBy5MjzHquqKkOGDGHbtm089NBDhIWF8f7779O7d282b95MkyZNAFi3bh2PPfYYgwcP5vHHH8dgMPDNN98wcuRIdu3a5X4WznbvvffSuXPnYtsaN25cfhcuhBCXqHfv3uTl5bFx40ZOnz5N06ZNCQ8Pp1evXowbNw6LxcLKlStp2LAh9erVY/PmzUyfPp1t27Zx+vRp9+/DI0eO0LJlS9q1a0eLFi2YP38+U6dOZdWqVaSnpzNixAgAtm3bRm5ubonWLwUFBaUO2J+Xl8eBAwcYP348EyZMcG93OBwEBgYWSxsfH+/+HB0dDUB6ejrNmzdnz549XHfddcXSd+nShR9//LFM9XR23r6+vgQEBLi7igpxqVavXs0111xDdnY2EyZMYNasWeh00qlLiIoiATEhRI03ePBgvv32W7Zt20bbtm3d2xctWoTNZmPgwIH89ttvF8yn6EW3aHyRIkajsVzLa7fbufHGG/nxxx/54IMPGD9+/GXn2a9fvxLb/ve//wEwZsyY8x6bmprK66+/zn/+8x8++eQT9/amTZtyzz338MMPP3DNNdcAriDSf/7zH5o3b86KFSvw9vY+Z74TJ07kkUcewdvbm8mTJ19UQGz69OnMmzePQ4cOnTNNcnIyr732GpMmTeLdd98F4Pbbb6dXr1489NBDjBgxAr1ef87jFyxYwNq1a/n6668ZPnw4ADfeeCNNmzblqaeecncBatWqFfv27XN3/QG4++676du3Ly+99BIPP/wwvr6+xfLu0aOHO08hhKhKGjduTJ06dVixYgWnT5+mV69eAMTExFC3bl3Wrl3LihUruOqqq8jLy2PAgAEMGDCAzz77jPDwcI4cOcKAAQOw2WzuPMeMGeMOiM2fP5+BAwe6A2C5ubklxi0r8u/ft0XpwfVlVNeuXYvt+/fP9LN/PyuKAlDsC6zL8e/f/YqilFveonb68ccfGTFiBBaLhUceeYQXX3zR00USosaTcLMQosZLSEigQYMGpY5hMnDgQEJCQi6YR+/evRk7diwAnTt3RlEU9xgpZ48hdujQIcLDwwHX+CJFA/FOnz69TGV1OByMHDmSRYsWMXPmzGLffpe3+fPn4+vry9ChQ8+bbt26de5yna1o/YsvvnBvW7ZsGTt27OCpp57C29ub/Px8nE5nqflGRkaeN2B2uRYtWoTdbufuu+92b1MUhYkTJ3Ls2LESgyv/24IFC4iMjOT66693bwsPD+fGG29k0aJFWK1WABo0aFAsGFZ0nmHDhmG1Wjl48GCp+efk5LjHshFCiKokMTGRlStXsnLlymItnXv27MnPP//Mhg0bSExM5J9//uHkyZO8+OKL9OjRg+bNm5faSmr06NHs2LGDzZs3s2DBgmJfxHTo0IG0tDQMBgONGzcutoSFhZXIKzIykpiYGA4ePFgifYMGDcp8jc2aNWPjxo3Ftv173WQynfN3mBDlacGCBVx33XVYLBZeeeUVCYYJUUkkICaEqBVGjRrFF198gaZpgGt2qGXLljF69OgyHf/YY49xxx13APD000/z6aefcuedd5ZIFx4e7p5N67rrruPTTz/l008/LRZUOReHw8GoUaNYuHAh7733Xqn52+12Tpw4UablfN9UZ2RksHz5coYNG1ai9dK/FQV+/h288vHxAWDz5s3ubb/88gsAZrOZTp064evri4+PDyNHjryswYb/fW35+fmoqlpie1FZwTWLma+vLy1atCiWV5cuXdz7z2fLli106NChRFeFLl26kJ+ff8EWbWlpaQCl/kE3btw4AgIC8PLyIjExkU2bNp03LyGEqEyJiYn8/vvvbN261d1CDKBXr1588MEH2Gw2EhMTqVevHiaTiXfeeYeDBw/y/fff88wzz5TIr379+nTr1o3x48fjdDq59tpr3fv69u1LQkICw4YNY9myZRw6dIi1a9fy2GOPnfNn44wZM3jhhRd4++232bt3L3///Tdz587l9ddfL/M13nPPPSxevJjXX3+dffv28cEHH/Dzzz+7W5IVlTspKYmtW7eW+B0jRHn66aefcDgcXHfddfzf//2fp4sjRK0hATEhRK0wevRojhw5wh9//AHAV199hZeXV7GX8vPp168fCQkJAAwaNIibb77ZvX42X19fd1e4+Ph4br75Zm6++eZiY42cy9SpU1mwYAHvvvsuEydOLDXNH3/8QXh4eJmWI0eOnPNcX375JQ6H44LdJcH1LXrRuc+2Zs0awNU1sci+ffsAV9fC5s2bs2DBAh555BG++eYbrrnmGndA8mL9+9peeeUVjh49WmL7559/7j4mNTWVyMjIYn/cwJlxZFJSUs57ztTUVHfaiz3+1KlTzJ49mx49ehTLw2QyccMNN/DWW2+xaNEinn32Wf7++2969OhxwQCdEEJUlsTERAoKCmjcuDGRkZHu7b169SInJ4dmzZoRHR1NeHg48+bN4+uvv6Zly5a8+OKLvPrqq6XmOWbMGLZt28Z1111X7AsWRVFYvHgxPXv2ZNy4cTRt2pSRI0dy+PDhYuc+2+23387s2bOZO3cubdq0oVevXsybN++iWoh1796dWbNm8frrr9O2bVuWLFnCAw88UGxc0RtuuIGBAweSmJhY4neMEOWpZ8+eACxcuJDnn3/ew6URovaQMcSEELVCq1atiI+P5/PPP+fKK69k/vz5DB061N3KqSo4fvw4BoPhvC/0bdu2Zfny5WXKLyoq6pz75s+fT3h4eKlji/1bhw4d6Nq1Ky+99BKxsbEkJiaye/duJk6ciNFopKCgwJ22aGyXzp07u8cou+GGG/Dx8WHatGn8+uuvxSYkKKt/X/Mnn3zCsmXL3Oco0qpVK/fngoICzGZzibyK/tg5u9yludTjVVVlzJgxZGZm8s477xTb161bN7p16+Zev/baaxk+fDjx8fFMmzaNJUuWnLdMQghRGerXr1/qFxhxcXElto8aNYpRo0YV21basRMnTjznlz3+/v68/fbbvP3226Xunz59eomhB0aPHn3OVt6llT8oKKjEtgkTJhQbmmDChAnFJjgxm80sWLCgRP6lXV9mZmapZRGiLMaNG8dNN93E5MmTeeyxx3A6nTzxxBOeLpYQNZ4ExIQQtcbo0aN57bXXeOCBB1i7di2PPvqop4tUzMsvv8ybb77J8OHDWbZsGd27dy+RJjg4+JICSmc7ePAg69atY/LkyRgMZfs18M0333DTTTe5Z7vU6/U8+OCDrFq1ij179rjTFX3r/+8/jkaPHs20adNYu3btJZX/38f8/vvveHl5nTcvb2/vUru3WCyWYmUt7+PvuecelixZwieffFJsEodzady4MUOHDuXbb7/F6XSed6B/IYQQ5efVV1+lX79++Pr68vPPP/Pxxx/z/vvve7pYopa6++670ev1TJw4kSeffBJVVXnqqac8XSwhajQJiAkhao1Ro0Yxbdo0JkyYQGhoKP379/d0kYqJjo5m+fLlXHnllQwZMoRVq1aVCKjYbLYyj8UVHh5eanClaHKBsnSXLBIbG8vvv//Ovn37SEtLo0mTJkRFRRETE0PTpk3d6WJiYgBKdHOJiIgA4PTp02U+5+WKjo5mxYoVaJpWrNtkamoqcKas5zu+KO3Zznf8jBkzeP/993nxxRf5z3/+U+ay1q1bF5vNRl5eHgEBAWU+TgghxKXbsGEDL7/8Mjk5OTRs2JC3336b22+/3dPFErXYnXfeiV6v54477mD69OmoqsqMGTM8XSwhaiwZQ0wIUWvUq1eP7t27s3LlSkaMGFHm1lEX699jVl2Mhg0bsnTpUnQ6HQMGDHCPyVVk7dq1REdHl2k5evRoqeeYP38+jRo14oorrrjo8jVp0oQePXoQFRXFrl27SE1NLdZKq2PHjkDxccXgzHhbRTNwVoZ27dqRn5/P7t27i21fv369e/+Fjv/rr79KTE6wfv16fHx8igUCAd577z2mT5/O/fffzyOPPHJRZT148CBeXl74+fld1HFCCCEu3VdffUV6ejoFBQXs3LmTu+66y9NFEoLbb7+dOXPmoNPpePrpp3n88cc9XSQhaiwJiAkhapVnn32Wp556invuuafCzlE0LtmljifSpk0bfvrpJ3Jzc+nXr1+x4FLRGGJlWUobQ2zLli3s3r37vLNrHjhwgAMHDpy3jKqq8vDDD+Pj41PsD4ihQ4diNpuZO3dusUDS7NmzAco0ZllZTJ8+nUOHDp03zdChQzEajcW6v2iaxqxZs4iNjS02lldqair//PMPdrvdvW348OEcP36cb7/91r3txIkTfP3111xzzTXFxhf78ssvuffeexkzZsx5ZznLyMgosW3btm18//339O/fv8SMlkIIIYSofcaNG8dHH32ETqfjueeeY9q0aZ4ukhA1knSZFEJUax999FGpA5Hfd999pabv1atXsSnkK4K3tzctW7bkyy+/pGnTpoSEhNC6dWtat25d5jwSEhL49ttvueaaa+jXrx9r1qwhNDT0sscQ++yzz4Dzd5fs06cPQLGA03333YfFYqFdu3bY7Xbmz5/Phg0b+Pjjj6lXr547XVRUFI899hhPPvkkAwcOZNiwYWzbto0PP/yQUaNG0blzZ3faw4cP8+mnnwKwadMmwBWwBNfAzWd3Ofz34Pnn0q1bNxo2bAhAnTp1uP/++3nllVew2+107tyZ7777jjVr1vDZZ58V6046bdo0Pv74Y5KSkqhfvz7gCohdccUVjBs3jl27dhEWFsb777+P0+ks1n1hw4YN3HLLLYSGhtKnTx93HZdWpptuuglvb2+6detGREQEu3bt4r///S8+Pj68+OKLZbpGIYQQQtR8Y8eORa/Xc+utt/Liiy/idDp5+eWXPV0sIWoWTQghqqG5c+dqwDmXo0ePaklJSRqgvfLKK+fNa+zYsZqvr2+Zz7lx48YSx8fFxRXbtnbtWq1jx46ayWTSAO2pp546Z74rVqzQAO3rr78use/LL7/UdDqd1rlzZy07O/uCZTwfp9OpxcbGah06dDhvuri4uBLXM3fuXK1t27aar6+v5u/vr/Xp00f77bffSj1eVVXtnXfe0Zo2baoZjUatbt262uOPP67ZbLZi6Yquu7SlV69exdKe716fvcydO7fENT///PNaXFycZjKZtFatWmn/+9//SpR57NixGqAlJSUV237q1Clt/PjxWmhoqObj46P16tWrxP2/0LN4dpneeustrUuXLlpISIhmMBi06Oho7eabb9b27dtXal0KIYQQouaKi4sr9f3lbPPnz9f0er0GaA8++GDlFU6IWkDRtFLmDRZCCCGEEEIIIYQQooaSwUqEEEIIIYQQQgghRK0iATEhhBBCCCGEEEIIUatIQEwIIYQQQgghhBBC1CoSEBNCCCGEEEIIIYQQtYoExIQQQgghhBBCCCFErSIBMSGEEEIIIYQQQghRqxg8XYDaSlVVUlJS8Pf3R1EUTxdHCCGEEKLa0zSNnJwcYmJi0Onke18hhBBCnJsExDwkJSWFunXreroYQgghhBA1ztGjR6lTp46niyGEEEKIKkwCYh7i7+8PuF7YAgICPFwacTnsdjvLli2jf//+GI1GTxdHVCK597WX3PvaSe571ZednU3dunXd71lCCCGEEOciATEPKeomGRAQIAGxas5ut+Pj40NAQID8gVTLyL2vveTe105y36sPGY5CCCGEEBcigysIIYQQQgghhBBCiFpFAmJCCCGEEEIIIYQQolaRgJgQQgghhBBCCCGEqFVkDDEhhBBCiBpA0zQcDgdOp9PTRakwer0eg8EgY4QJIYQQ4rJJQEwIIYQQopqz2WykpqaSn5/v6aJUOB8fH6KjozGZTJ4uihBCCCGqMQmICSGEEEJUY6qqkpSUhF6vJyYmBpPJVCNbUGmahs1mIyMjg6SkJJo0aYJOJ6N/CCGEEOLSSEBMCCGEEKIas9lsqKpK3bp18fHx8XRxKpS3tzdGo5HDhw9js9nw8vLydJGEEEIIUU3J12pCCCGEEDVAbWktVVuuUwghhBAVS94ohBBCCCGEEEIIIUStIgExIYQQQgghhBBCCFGryBhiQgghhBA1lN2pompapZxLpygY9fJdqxBCCCGqBwmICSGEEELUQHanyv6TedgcaqWcz2TQ0TjU96KDYmlpaTz33HP89NNPJCcnExERQbt27bj//vvp06dPBZVWCCGEELWdBMREpdi3bx8ffvghu3buxGKxEBoWxrXXXsvw4cMxm82eLp4QQghR46iahs2holdAr1Mq9FxO1XWui22NdujQIbp3705QUBCvvPIKbdq0wW63s3TpUiZNmsQ///xTQSUWQgghRG0nATFRofbt28fkSZNYtnw5/mYzTX18MSoKxxwOvvrqK+6/917+7+GHeeihh2TWKCGEEKIC6HWV0ZVRxem8+K6Zd999N4qisGHDBnx9fd3bW7VqxW233VaeBRRCiBor3+bA26hHUSr2yw8hahoJiIkKs3XrVvokJuKrakxq0ZrOwSEYzwp6pVoKWJFxnCeeeIJdu3Yxd+5cCYpVAVarlb/++ovMzEx8fHxo0aIFERERni6WEEKIGubUqVMsWbKE5557rlgwrEhQUFDlF0oIIaqZT9Yd4pkfd3FV8whmjumIroJbBAtRk0hATFSIjIwMBg0YQLBT5f86d0EJCcGCwqngQAB8Tmfhh8Y19eNocvgwb33yCXXq1OG5557zcMmrr61btzJ//nzS0tLQ6XTUr1+fW265hYYNG5bp+CNHjjBz5kzmzJ5NxokT7u0Gg4Ebrr+eSZMn06NHj4oqvhBCiFpm//79aJpG8+bNPV0UIYSolo6czOfJRTsBWLrzOF9tOsrILvU8XCohqg8JiIkK8cEHH3D61Cmmt2lPYIEVNS0dTVFQC7ts+B1PRykcZ6SrwcS10bG8+PzzhISEMGXKFE8Wvdr59ddfefyxx/hz/XrCAgKoExKCpmkszMjg6aefZuDAgbz44ovEx8efM4+ff/6ZEcOHYzToubprFwa0a0eIvz8Wu40/9+xl0fr1DPzxR+6++25eeuklacknhBDismmVNPulEELUVAv+OlZs/YftKRIQE+IiSEBMlDuHw8Gs99+ne0gowSYTqCo6VUVTFNA0VIMBp9GAUvge7DQa6duoEb/bLDzxxBPk5+fzxBNPePYiqomPP/6Y8ePH0zauHi+OGcUVjRtjKAxWWex2Vu3ezdebNtOrZ0++XbiQxMTEEnmsXLmSoUOH0r15M6bePAarXo+maaQ5nGA00b1zZ7p36sz6vXv5eP58dDodL730UrE8Tp48yZ49eygoKCA4OJg2bdpgNBorpQ6EEEJUT02aNEFRFBk4XwghLtGP21MAuL9vE978ZR8bkk6Ra3XgZ5Y/84UoC2nmIcrdn3/+SXJqKleFR5bYZ/X3Izc8jBONG3KkU3uOdGpPRpOG2Fs057q+fWnZtCnTn3qK5cuXe6Dk1cvy5cu57bbbGNI2nudvuZnGTZuSoejYpcEuDU4bjLSNj+fJ//yHTs2aMvTaa0v80eFwOLh5zBg6NGzAa7ffRoSPNzEmI9EmI0EGPUEGPdEmI7FeJq6Pb83oK7ry8ssvs379egDWrl3LmDFjiI6Opnv37vTt25eOHTtSPy6OGTNmkJqa6omqEUIIUQ2EhIQwYMAA3nvvPfLy8krsz8zMrPxCCSFENXHsdD4HM/LQ6xRuu7IB9UN9sDs11h886emiCVFtSOi4FlBVjeSsAop6JiiF/1HAPROJ6zMoKIX/FqU5s64oCkVjNCpK8e0KoCvclpyWDjoDYV4+OBUFRdMoGtrRnJOLscCCX3oGGY1dY1uFHkhCp2qcSjnKibQ0jIrClClT2L59e+VUUDX12KOP0rZeXaZdezUoOvwAFXAW7o+kMOJtNDC1Xx9u2b+fF154no8//sSdx/fff09ySgpvTH0Io14PgEFRUDUNQ+GzYdbp0BV+HtO7J1+s+Z333nuPBQsW8NZbb9EgNpYHbxxOl+bN8DKZOZmdxZINm3jnrbd45+23+XrBglJbpgkhhKgcTlXD9Ruios9x8d577z26d+9Oly5dePrpp4mPj8fhcLB8+XJmzpzJ7t27y7mkQghRM/y+zzXmb7u6QQR4GelcP4RDJ/P568hp+rQo2TBBCFGSBMRqOE3TSM8u4NvNR8m2ukIlRcGpoll5Fc4ExVDO7FPO3quAzr3z7GPPBM2K7D1uJOCKG/gjOgZvnZ4zuzR8Aw2AhjUwDH+zNwoaxwKaoqCRYg9C9W1Iey8vdmSdZt6KHYSFhqBTFPQ6Bb3imjper9Oh07mCc0VBOp1yZl2vKOh0rjLpFaXw+KI0rryUorwK07r/dX92HetKW/Vmatm0aRMbN23itdEj0Rd2kdTj+nOn6H9qE7gDmCazmRs6deS/X3zJa6+9TlhYGACzZs2iXaOGNK9Tp0zn1et0DO+WwLvz5+NwOpl661i6d2gPwAmrjWwgLDKK0ddew3UD+jP7u0UMHjyI335bQUJCQrldvxBCiAvTKQomgw6bQ8XprPjxukyGM1+glFXDhg3566+/eO6555gyZQqpqamEh4fTsWNHZs6cWUElFUKI6m9NYUCsRxPXe32HuGC+3nyMLUcyPVgqIaoXCYjVcNnZ2Xzw1ptnbTnT/EtRiiJbirs1GOfa9q99xY8tvj/CbueGDnUJNBrx0unRNNAANNAbXS/KOl8Teu/CQE7dYDQ06oSaqYeOEJOJwLw8fv91GXENGqAV5q0pOkBxjUWmKKDoQFFQFL17XVN0KIXbNUWPoujQdAqgQ9HpXYteVxg406HoXIE+naK4PysKZwXbFAx6BaNOQa/XYdQpGA06THodBr2CWa/HoLi+dd946BQmoxG9TsGg16HXFR5XuG7QufIy6HSFeeoK1y8+6DZ//nwigoLo1rRJmY+5pn17Zv66gm+++YY777wTgL+3b2dYYUCrrLq1aMabi77nlv59GdPzSpyahqppOAqbIMb6eLv+IPLx5rmbb+aO9HRuHjOGffv3y2D8QghRiYx6HY1DfVErafB6naJg1F/8z/no6Gjeffdd3n333QoolRBC1DxOVeOPA0UBsXAA2tcLAmDb0UycqoZed3F/XwhRG9X6gNjq1at55ZVX2Lx5M6mpqSxcuJBhw4adM/3vv//OI488wj///EN+fj5xcXHceeedPPDAA5VX6ItQcganM9Gpf+8qr9dlBYgL8ztvGrPPmc9Gs+vfwJAA97YoTEAO6rGS3SbP96NdKeXz2ds0zlynqtODokPR6UCnd/2ruIJmFH4++19N0UPhMZqidy06PaBQVznJtrV/oekNaDpDYSDOUJivAZ3BiM5gwKDXoVN0xVqgFX2D72XUYy7816vwX4NewaTXYdTr3IE4k0FH0vFM6kTXxaIYMWoqBjQu9DsvyNeHEH+/YuN6WSwWvEym8x/4L+bCwfL7tG/vCu4BqqZhLAx2mfV6dwsBs17PQzeOYNSzz7N06VIGDRp0UecSQghxeS4lQCWEEKJq+zs5i8x8O/5eBtrWCQSgSYQ/fmYDuVYHe4/n0CI64AK5CCFqfUAsLy+Ptm3bctttt3H99ddfML2vry+TJ08mPj4eX19ffv/9d+688058fX254447KqHEFycgIIBb7ryHz9cfJiLAjEmvwxUM0yiKiLmCZq5A2ZnPWsnPhetFn13/qoXxNbVYun379vH7mtW0Cwom0GhyNyLT+7qCKc4CB8YgVyTMkW3jYH4eNlWleUAAKPBPTjaxMTE0bNTQdQ5NQ1NV12dVRdNUKPz3XOuaevY2Z4m6cW1zopXcddGOnvXf0gJxauHiUHQoegOK3oiiN4DeADoDis7gDqZpOgOaYkDT6VH0RtAbQW9A0xtBZ0BnNHMisBn5Tfz40R6JDg09GkY0zIoDvWLBiMppxYCpcLtRUTGhovkEY1VM5FodeBl0BAUFkZ6VeVHXmp6ZBUCQ3/mDnkXaNmpIqwb1mTlzpgTEhBBCCCGEuEzLdqYBru6ShsIvPvQ6hbZ1A/lj/0m2HMl0B8Q0TcPu1DAZ5AsSIf6t1gfEBg0adFF/pLdv35727c90Matfvz7ffvsta9asqZIBMZ1Oh4+PDz6+vhzLtYGmucf7OtMiTHGPI+baevaoX2eNLXaeJmRaUUodKGj4NA0hf2cq3yQn0zXEl5DCVkgBhY2RcvMNhPnpQNNYcSSPg3l5dA0OJdVh4JTVwuoTuQxt0xwtLt5VQkVBh6tnZFG3RveEAGcP7v+vCQDOjG+muQaYV52uC9GcKJqGpjpdATTVWfKz0/WvetZn13bHWdscqA4HuoLTOAw+hdsdaE4nqtPhSut0nKk8TUVz2NActgveu383+Dr7DvWNBGd4CDolDQ0dGgqapiMfBQUNFYUU1RUqUzUdKjosdgfG1n046t2ID1cfxKBXaHH9ZH5du4auOV4EGhVMioZZ0TDhJNvpwKBAvqrgrQN9YQG+X7+BiKAgGsXGXPAaiu5d91YtWbptW5nSCyGEEEIIIUqnaRo/73AFxAa2ji62r33dYP7Yf5K/jpxmdNd6HD2Vz6T5f7E/PZdpg1vwnyviPFFkIaqsWh8Qu1xbtmxh7dq1PPvss+dNZ7VasVqt7vXs7GwA7HY7dru9QssYaNYxuFUEjsIBdbXC8JU7vqVp7jG+NM50syyaMEor3K+d1dWyaF1DQ9XOHOPep2p0vWcMjzz8MAeOHcY7JpJYbx8CLWZQFAKMGjbMFKhOrNY0+nj70thgRXXa2XU6A1/VTu+u7QDXjIeahnusKnd5VNdnp7ucoLovwtWN70z5Cq+7cLequsqsKAqaaxQxXP87KO4goKZzDVNWFOzTFQ5dVjSAf9GsmnpUGloPcti7EYreUGy/TueaZVOnaWiaE53qBNXuCrQ5XcE0zWlHddgL1+2oReslFpv7MxSNC6ChFM0r+a8Imhlr8Q0GuKNbXSj4h5wNB1GMZjpHGgjv3Jz9WSfw8fFzBdAUA5pmxKg4UNDxt90fg17BR1FRbQWsyzPTZ9CNHLCb8FI0vHQaJkXFqbnqw4mC9q/C+Pj4omlqhT/rla3oemradYkLk3tfO1XV+26329E0DVVVUdWKnU2yKlBVV8txu92OvnCG5CJV7d4IIUR523M8h6QTeZgMOq5qHlFsX6f6wYBrBkqHU2Xy51vYfszVu+PJRTu4okEITSL9K73MQlRVilZykKlaS1GUC44hVqROnTpkZGTgcDiYPn06TzzxxHnTT58+nRkzZpTYPn/+fHx8fEo5ouYo7QVdVVWOHTsGQL169TAYJDZbVkV/9DidzhKLw+EgJycHTdMwGAyoqorD4cDhcLjTXAqj0VjqYjKZMBqNGAwGTp8+DUBoaGiVnJlTCCFqKoPBQFRUFHXr1sV0keNCVkc2m42jR4+SlpaGw+Eoti8/P5/Ro0eTlZVFQICMnyOEqHneWL6Xt37dR98Wkcwe26nYPovdScdnlpNnc3J9+1i+3ZKMn9lAZICZAxl5XN8hltdvbOeZggtRBUkU4hKtWbOG3Nxc/vzzT6ZOnUrjxo0ZNWrUOdNPmzaNBx980L2enZ1N3bp16d+/f41/Yfvf//7HpEmTaOUfQMeISDSzEW+Diaj27TAoOnKXLUenQprFwrv/7MSh07Fj1y78yjhGlafZ7XaWL19Ov3790OkNOFUVVQWHpuJUNRyqayYYp6rhcKo4ij6rrv12p+uzw+nab3WqWO0qNqeKxa5iczixOlRXC7nCY52qRkpaGgsWLCQiMICujepjUBRQNMyuzqHY8UKPgs1uY9Wu3eTZ7Nxxx3iC/HxQHDZw2NAcVix52axbswrNYad+RAg+ZgOF7eiKXeOFvnXXcM3seSglE6fOhKozulqboef739fTvFVLhg+9mlBfE0E+Rvy8DPibjfh76fE1GdzjH1QnZ997Y+FkA6J2kHtfO1XV+26xWDh69Ch+fn54eXl5ujgVzmKx4O3tTc+ePUtcb1ELfCGEqKmW7ToOwKDWUSX2eRn1JDaP4MftqXy7JRmARwY2o2VMADfMXMfyXcexOVQZT0yIQhIQu0QNGjQAoE2bNhw/fpzp06efNyBmNpsxm80lthe1tKnJxo0bR0ZGBlMfeQSvOrFc0bIlESYvDE7XoPZHo6NJtVg4bikgpkEDvvjyS4KDgz1d7ItWkfeyaDBMh6pid2rYnSp2Z0PaB1qZfM99kFSX7q1b0iAyCr3BgENTyLXncfDkaY6czkLR4Kab/4PJN5gsp4pTNeDAG6dOQwkIp2HfOixfvpzfNuzD12SgXmgQPkYjmtPOyayT2Kz5RIUF0aNbAhlpKaSnHKNlvVjANY5aYTgMRXOg03Ix/KvHzujO0Wi6HJLW/shBky+ayQfMfui9/DH7BeLj60eIr4mIAC+CfYwEeBkJ9DYS4G3Ey6gvrUoqlNVqJTU1FavVSkhICOHh4edNXxv+Pxalk3tfO1W1++50Ol1jZ+p06HQ1/48cnU6Hoiil3oeqdF+EEKK8Hc+2sDs1G0WBxH91lyxyX58mrN6bQbbFwVXNIxjT1TVuWJifiRO5NjYeOkX3xmGVWWwhqiwJiJUDVVWLjQ8mSnr44Yfp1KkTUx95hLmLF6MA3no9DlXDpqmYjUYGDBrEO++9R3R09AXzq20URcFkUDBR/A+dW64fTNtGsTz/3HPM+/ITdIpCqL8/qqpyIjsbs9nMiBtv5P/+7/+oG9cAq8OJzeFqfWa1q1gdKha7qwXaoLa3sf/QMX5a9gvbdu+jwO7EZPIiIro+Hdt3JLpOHZwomIOasHLjp/yddYqBHeLx0msYcaLYM9HhRKcYKQqU2ewWLDYLvmYjiupAyzsNeafdI4ypQAFQoNNzysuPfSY/NLMfilcAJv9AfPyDCfTzJjrQu7Blmat1WZC3sUJalP3zzz/MnDmTjz/+mKysLPf2hCuu4O5Jkxg+fHitaH0hhBBCCCGqnlV7MwCIrxNEiG/pXeSbRPrz4z09+Cctm74tItHpXG/eic0i+HrzMVbvzZCAmBCFan1ALDc3l/3797vXk5KS2Lp1KyEhIdSrV49p06aRnJzMJ598AsB7771HvXr1aN68OQCrV6/m1Vdf5d577/VI+auTq666ig0bN3Ls2DE++OADUlJSMJvNdOnShTFjxsi3upeobdu2fPnVV6SkpLBgwQLS0tLQ6/XExcUxYsQIAgMD3Wkv1Dy6R5NwxvVzzaKqqhoWhxOLXaXA7qTA5sRidy119dfy5DMvsN5xii6tmqPz8UVVvHDimoxBVTVOZmezcX8adr0X4/5zA74GFZ0tD82ah7MgB1t+Dva8bOwFOaA60fKzID/LHSyzFS5ZJh8OewWgefmjeAdhDgjGLzCEiEAfYoK8CfYxEuJrItjHdM7WZCdPnmTu3Ll8NGcOSYcO4XA4iIyI4KaRI7nrrrto3LgxzzzzDM8++ywR4eHcNvImrujQAZPJRFp6Ot/89BN33nknzz37LD/8+CONGze+/BsnhBCVIM/qwOqonIH2zQYdvuZa/2ophBAVZv3BUwD0uEBAq16oD/VCi49TfUXDUL7efIxNh09XWPmEqG5q/VvLpk2bSExMdK8XjfM1duxY5s2bR2pqKkeOHHHvV1WVadOmkZSUhMFgoFGjRrz00kvceeedlV726qpOnTo888wzni5GjRMTE1OugVmdTsHHZMCnlC+fOtXvT6c6ftxyyy18sHQ+zRo0okOzFujNXpzMt7F+fxJ5dpW2Xbsx5rbbsWoGbA4Vi+KDTR8KPqCFahh0Onz0CkZnPnpbPlhzcORnY8/NxJaXhdNmQbPlgy0fJds1vbQVsKJw0suPXV6B4B2E0T8Y36BQIkODiQnyItTPTJivmWAfIzPfe4epU6eiqSrX9O3DzVcPQa/Xc/DIEebOmcPrr79OfHw827dvZ9p999E3sTd6vY7UEyexAC1atuDJVq1ITU/n9fffp0ePHvz555/ExRWftlrTNLZs2cK+ffuw2WyEh4fTq1cvvL29y+2eCCHExcizOpi/4QiZ+ZUz82KQj5HRXepJUEwIISrItmOZAHSIC7roYzvXDwFg+7FMLHanR4YlEaKqqfVvLL179+Z8E23Omzev2Po999zDPffcU8GlEqLq69atG3v27GHp0qW8//77LNuwFovFQmBgIMOvuYaJEyfStGlTwNViLM/mIM/qJNfqIM/qIM/m4FSejYwcKzlWAwUGX6ymUJy+GoRrGPV6fLFjsOeis+TgzM/EnpuJNec0qt0KlhwUSw5kHsORCllAltGLPd5B4BOMMSCUbTv38NN333Pt6Du55er+NAgLxM+ooBS2Q5tyxwTe+Gguc774kun/N4WJY2/B4XQWzs7palHRKDYWnU5HozqxtHr1FYbcfAu3jh3LipUr3XXxySef8N5777Fly5ZidRQSEsJtt93GPffcQ7169SrjtgghhJvVoZKZb8fLqKvwP3wsdieZ+XasDhXfkkOmXtC6deu48sorGThwID/99FP5F1AIIaq5bIudAxm5ALStE3TRx9cN8SbC30x6jpUdyVl0KgyQCVGb1fqAmBDi0un1egYPHszgwYPPm06nU/D3MuLvVXq3WKvDSa7FQa7VQY7FQbbFTkaOlYwcK7lWL/JMwdh86kAYKAp4Y8dozUGxZOLMPY015xT2vCywW1DsaZCdhiMNWhmh8Q2J6L0DWL8/ic2HvTFpNnyMOiJDgvAz6rGoGh3atuWe28a5Bmk2GFBVFZPR9ePR22x2D1LtHRnJU1Me5LYHHmTHjh3u8e4efPBBenXvxtSP59K5fQdMRgNHjibzxbff8tn//sfHH3/MN998Q48ePcqx9oUQomy8jPpKabVlsV9618w5c+Zwzz33MGfOHFJSUoiJiSnHkgkhRPX397EsNM0V2Ar1u/hvHhRFIb5OIL/sTpeAmBCFJCAmhPA4s0GP2U9f6i/3fJuD7AIHWQV2sgrsnMy1kpptIbvAhwKfMKwBKhoaJjTM9hz01kzU3FOkJu3Fz6TDrFPBmunKrMDV5dKiM5NhAYfemxUpTgb3v5E9p2yE+xgI9jr/OGtD+lxFZHg47777LklJSdx9993Mnfk+0VFRaJrGpu1/AxAbFcnIEcO59uohvPHOuwwePJg1a9bQrl278q08IYSo5nJzc/nyyy/ZtGkTaWlpzJs3j0cffdTTxRJCiCpl69FM4NJahxVpFVMYEEvJLp9CCVHNSUBMCFGlucYxMxAVWHx2xwKbk8wCG6fz7WTm20jLspCW7U2+NZRkewAfb1hDv4ROtK4bhsGeA9ZsVysy1YGiWtHlp2EExvVqjsMAi9dvxuAbQmBQCPWDvXHkOwgwlQyOGY1G+vXsyZIlSzhx4gR33303vbp1Q9M0VE3F7nAA0LhBfXSK6/j/vv0mg24YzsSJE1m3bl2F15kQQlQnX331Fc2bN6dZs2bcfPPN3H///UybNg1FUS58sBBC1BJFAbF2dYMuOY9WMQEA7JSAmBCABMSEENWUt0mPt8mb6MAzg9Y7VY3MfBvvz1mF9cCfDLxzJCftOvLsQRR4a2j+Kua8YxicFgx6hYKsDAw4MTjyIScfcpLJSoMtRl80vQmDly9JzmAahvgQ6WMg0teASa/g7+fLiYwMBvbtC4DRYMBg0Bd2tXR1C/Xx8nJ3tfTx9uLRBx9k5G3j+euvv+jQoUPlV5gQQlRRc+bM4eabbwZg4MCBZGVlsWrVKnr37u3ZggkhRBWhaVq5BMRax7pmn993PEcG1hcCCYgJIWoQvU4h1M+MIf8k5tOHubqRP05NI9umccqicsriYN8xL3LsJgq8oziY68fK31dzy6AeBOpsOPNP47DkorPngT0PzXKa1MxjJHsFgXcIvkHhNIoI4ViBDhsGxo4ZRVlHzBnUry+xMTF8+OGHzJw5syKrQQghqo09e/awYcMGFi5cCIDBYOCmm25izpw5EhATQohCadkWMnKs6HUKrWICLzmf6EAvgn2MnM63s/d4DvGX0f1SiJpAAmJCiBrH19eX/IICVFVFr9MRbFYINuto4K/Dx2LCoWqEh3tzNCSSn77YzZ6jzWnXoTMFASqodrxsp9FnH0O15oHTgd6SCZZMLKcP8vcRE16hkbTufxMZvg0IdaRxIt9OpP/5xx4zGAwkdOnMnj17KqcShBCiGpgzZw4Oh6PYIPqapmE2m3n33XcJDLz0P/yEEKKm2FbYOqxZpD/epktv1aUoCq1jA1mz7wQ7U7IlICZqPQmICSFqnE6dOmG12Vi9YSO9r+haYr9BpxDloyfGL4ghjYNZ/fmrPHfTj2Ta4Hi+g8NZZjJVJzYvFbyD8bafRldwCkfuKXROG60ivWkVGcvRzUvJ9PNjR7qd8Ki6NI0KxGJ1EmAu/UXFbDJhs9kq+vKFEKJacDgcfPLJJ7z22mv079+/2L5hw4bx+eefc9ddd3modEIIUXVsKRpQ/zK6SxZpFeMKiO1IzrrsvISo7iQgJoSocRISEohv04a5CxaUGhA72/ibbuSLH37k9Tdf5dmpDxPnZ6BDqMJWzUCuTUUJ8CU514tcn0jS9Dn8te43mkb4Eu6lEeTrRU5ODuTsJDVlJ8nmQHQmb/wCg7D6xRAX7E2EnxFd4cDQR44eIzQ8vDKqQAgh3Cx2Z5U8x48//sjp06cZP358iZZgN9xwA3PmzJGAmBBCAFuPZALQvlwCYjKwvhBFJCAmhKhxFEVh8j33cOedd/LzylUM6t3rnGnbNGvGQ3dO4KWZH2BXnQwfOpRAf3+CfcwE+wBkEeWrsuXYARZ8txibXxSNh4/h/dnz6NWxDv3ijJzILsCel4nOmgXWLHJz0liZnow+JJbI6Hq0qhOKlp3OmnXrmDt3bqXVgxCidjMbdAT5GMnMt2Oxl3XEw0sX5GPEbDh/9/GzzZkzh759+5baLfKGG27g5ZdfZvv27cTHx5dnMYUQolqx2J3uFmId6wdfdn4tov0B2Hs8B1XV0OlkRl9Re0lATAhRI40fP56lS5dwx7RHee3xRxnSpw8AdocDgAKbDZ2i4+89/zD/+x+Iioxk4U+L+fanxfTr1ZOEjh0xm4ykpB1n4c9LOJqSwhVdu/LlZ29g9gtk329f8eeKn7j5kTs5HhyF1WLBnH8c3emjqNZcdLYctLR/SEv7h5TdQSSdzCeu5w206jGIHIsdfy+jJ6tHCFEL+JoNjO5SD6uj4oNh4ArA+ZrL/mr5ww8/nHNfly5d0DStPIolhBDV2ubDp7E5VKICvGgY5nvZ+dUP9cVk0JFvc3L0dD5xoZefpxDVlQTEhBA1kk6n47PP5jN+/Hiem/kBP675g4QO7akbE4Nep2P77t38uWUrSUeP0qhxEz6bPx8fHx8++eQTPpg1i0U/L8HpdOLv78/QoUOZe/fdXHHFFSiF3R+fvG8C3bt3B+7k6kY+nLB4c+CEiQwNHA4bBp0efX4GzrzT6CyZNPKFholt+On771gR3YhWzZvRLCaYeiE+mC6iRYUQQlwMX7MBX7OnSyGEEOJS/b7/BAAJjULd76GXw6DX0TTSjx3J2exOzZGAmKjVJCAmhKixzGYzn376KatWrWL27Nm8NnMWjsIWYgDdEhJ48MEHGTp0KL6+rpeBe++9l3vvvRdN03A4HBiNpbfkatasGfPmzcPpdPLkE49ww9ChtGnUiLz6QWQWOEnPs5HqDOVohoXMk2k0iQokwAhkp1GQncam/RvYFFyXsHpNaN+yMU0i/An3l79ahRBCCCHEGct3HQegd7PyG4e2eVQAO5Kz+Sctm4Gto8otXyGqGwmICSFqNEVR6N27N7179yYzM5OUlBQcDgcRERFERZ37BUBRlHMGw4oMGDCAxYsXk5aewaQHHqRRg/p0bN8ek8HA4eQU1m7diV9kHInXjSGi21XkZ2dizDoKJw/jtObDiYOcOHGQZbvWsiqqMU2at6JNXAQNwnyl1ZgQQgghRC13MCOX/em5GPUKic0jyi3f5lGuccT+Sc0ptzyFqI4kICaEqDWCgoIICgoq93z/+OMP1q1bx4cffsjuvfuw2e2EhYXx6rNPMXr0aHx9fcnItXL4ZD47U6JIOd0ae2YapqyjOE8eA0sOtkNb2Hl4GzuD6xAa15wOrZrQPCqAEF9TuZdXCCGEEEJUfWv2ubpLdmkQQkA5jj/bIto10+Q/aTLTpKjdJCAmhBCXSVEUevXqRa9e557NMsLfiwh/LzrUCyYlq4CD6WHsSq1HRlYenDqM/uQhnHmn4dQRTp46wrLd61gd04zWrdsQHxdGnSBvmQVICHFetWUQ+tpynUIIsfaAKyDWrVFYueZb1ELs8Kl88m0OfEwSFhC1kzz5QghRifQ6hbrBPtQN9qFrw1COnspnd1oYe483JedkOsbMw6gnj4AlB+vBTWw6vI0tYQ2o1zyejk3r0DjcDy+j3tOXIYSoQoq6d+fn5+Pt7e3h0lS8/Px8gAt2axdCiOpMVTXWJ50CXAPql6dQPzPh/mYycqz8k5ZDh3rB5Zq/ENWFBMSEEMJDvIx6mkT60yTSn1N5NvanR/B3ch2ST8bDiSR0Jw6gWnJRj+/l0PG9HNoaTUiD1nSNb0aL6AD8y7HpvBCi+tLr9QQFBZGeng6Aj49PucxEVtVomkZ+fj7p6ekEBQWh18uXA0KImmt3WjaZ+XZ8TXraxAaWe/5tYgP57Z90th/NlICYqLUkICaEEFVAiK+JLg1CaF8viMMn89mdGsae483JOX4U46mDODPTICuVU1tTWbx3E2vqtaJT29a0rhNEqJ/MTilEbVc0SUhRUKwmCwoKOu+kKEIIUROsO3ASgM4NQjDqy3+ypfg6hQGxY1nlnrcQ1YUExIQQogox6nU0jvCjcYQfCblW9qSFsu1YA9LTT6A/sR/1ZBJK/mly//mdFQe3sK5Oc9q2bUf7uDCiAr08XXwhhIcoikJ0dDQRERHY7XZPF6fCGI1GaRkmhKgVigJi3cq5u2SRtnWCANh2LLNC8heiOpCAmBBCVFFhfmbCGofToV4I+zPC2X40moNpLVHT96NkHABbHtaDm1l/ZAdbY1rQul17OjQIJzao5o8hJIQonV6vl4CREEJUcw6nyoai8cMalu+A+kXa1g0C4EBGHidyrYRJjwNRC0lATAghqjjvwrEjWkYHcOhkKNuORrA3tSUFafsxZOxHteZhO7KVzcm72B7TjFbx7enYKJI6Qd41chwhIYQQQoiabGdKNjlWBwFeBlrGBFTIOUJ8TbSMDmBXajZ/7D/B0HaxFXIeIaoyCYgJIUQ1odcpNAr3o2GYLykNQ/n7WCg7kpuRk3IAQ/oeVEsujqN/szXlH3ZGNaVF2450bRIlLcaEEEIIIaqRdQdd3SW7NgxFr6u4LzevbBLGrtRsVu+VgJioncp/dD4hhBAVSlEUYoO8Gdg6mlu7NySxWxf8OgxBjeuMzjsAxWnHkbyT7Uu/YN7Cpfyw5SjHsy2eLrYQQgghhCiDtYXjhyU0rJjxw4r0aR4BwJIdqeRYau74k0KciwTEhBCiGgvzM9O7WQRjuzXkqm6d8Gs/CDWuS2FgzIbjyDY2L57PR9/9wpK/kzmRa/V0kYUQQgghxDnYnSqbDhWOH1ZBA+oX6dIghEbhvuTZnLy34kCFnkuIqkgCYkIIUQOE+Jro1TSCcd0b0qdbJ/w7DEKt1wmd2RfFYcGWtJk/f5zPnO9XsnLPcbLlW0AhhBBCiCpn+7FM8m1Ogn2MNIv0r9BzKYrCA/2aAjBr1QEWbU2u0PMJUdVIQEwIIWqQIB8TPZuGc2u3hlzVrTO+HYagxrZDMXqh2PKx7PuTlYu+4KMlG9h06BQWu9PTRRZCCCGEEIXWFXWXbBSKrgLHDytydXwMd/ZsCMCj3/7NqTzbZeepqioffPABCQkJBAQEYDKZqFOnDqNHj2br1q2Xnb8Q5UUCYkIIUQMF+Zjo1SyCW7o1pHtCV7zbX40a3QpFb0QpyCRr2y/8uHAB837bzo6ULBxO1dNFFkIIIYSo9Spr/LCzPTywOa1iAsizOZnz+8HLykvTNIYPH85dd93Ftm3bSEhIYNiwYQQEBPD555/TpUsXFi9eXE4lF+LyyCyTQghRg+Tk5PDZZ5/x119/kZeXR1BQEP369WNUz75sjQ1mx+FGWI/uhBMHUbJTOf7nD3xzoCGN4rvQo0UscaG+nr4EIYQQQohayepwsvnwaaDixw87m16ncHfvxkya/xc/bU/loQHNLzmvH374gYULF1K/fn3++OMPYmJi3PtefvllHnnkESZNmkRSUlJ5FF2IyyItxIQQogbIzs7mnnvuISYmhkmTJrFxw0YOHzrML7/8wnXXXUdC2xbs/eULRiY0oUWXXigt+6MExQAaZBzgwMoF/O+HX/l5e3K5NJUXQgghhBAXZ8uRTKwOlXB/M43C/Sr13L2ahWPQKRw6mc/hk3mXnM/q1asBuPPOO4sFwwAeeughAgMDOXToEOnp6ZdVXiHKgwTEhBCimsvIyKBnz57Mnz+fuyfezeaNm1m6ZCnffvMta1at4Zdlv9Dnqj5MnTqVx+67k2FtoxnevSV1OvVFbdwTnU8QOO04Dm9h/c9fM3fpBtYnnZTxxYQQQghR6x06dAhFUejduzd5eXk8+OCD1K1bF29vbzp06MAPP/zgTvv111/TtWtXfH19iYyM5N5776WgoKBEnvn5+bzwwgu0b98ePz8//Pz8uOKKK3h75mzA1V1SUc6MH7ZmzRomT55MfHw8wcHBeHt707x5c6ZOnUpmZmaJ/FeuXImiKNx6662cOnWKiRMnEh0djdlspnXr1nz00UcljvEzG+gYF+w6374Tl1xfZrP5nPsURUFRFPR6PYGBgZd8DiHKi3SZFEKIasxut3PttdeSkpLC5/M/x9fXl9y8XFasWgFAbEwsXt5eTJgwge7duzPx7olERETwxhtv0DDMl79jA/nzQAwnDv2DPm0XWLLI/ftXPtv+J7O9QhjUuQXDErui08n3J0IIIYSovWw2G3369CEpKYmePXty4sQJVq9ezXXXXceSJUv4+++/efjhh+nVqxcDBgxg9erVvPPOO5w8eZLPPvvMnU96ejr9+vVj+/btREVF0atXLzRNY+3ataxfPxX/DleTcP17xc790EMPsW3bNuLj4+nTpw8Wi4W//vqLl156iR9//JE///wTP7+SLcoyMzNJSEggNzeXHj16uMs8fvx4VFXl9ttvL5a+c/0Q1ied4u9jWZdcT/379+f555/ngw8+4JZbbinRZTIzM5OxY8eeN3AmRGWRgJgQQlRjixYt4s8//2TZkmV07NgRh8OBqqrY7XYAGjdq7A5mtWjegpSUFJ559hmmTJlCnTp16Fw/hCYRfsxM2c/C/RbqmvJpE+1LqJKHLS+Hd+dt46nXZjHxhj7cNe7mMgfGNE0jNzeXgoICAgMD5aVHCCGEENXaunXruOqqqzh48CC+vq4xV+fNm8e4ceOYOHEiJ0+eZN26dXTq1AmAlJQU2rdvz/z583nmmWdo2NA1k+O4cePYvn079913Hy+99JL7HSk5JZXGnXqR89eP5B8YB13quc/91FNP0a1bt2KtqqxWK/feey///e9/ef3113nyySdLlHnRokWMHDmSefPmuc/z3Xffcd111/HMM8+UCIh98vg4Dm9ax8vAy2Wsl7lz53Lrrbe613v16sVDDz3EK6+8QuPGjenZsycBAQHs2LGD/fv3c+utt/L++++XMXchKpZ85S+EENXY+++/zxVXXMEVV1yB0WjE29sbb29vTCYTJpPJve7t7Y3RaOT28bfj7e3Nhx9+CLgCV2+89ByP3nI1jv1/EhzXgtzozmhegZgMOno1DqFvu4bM/G4l1014kLwC63nLk56ezosvvkiDBg0JCAggMjISLy8v+vbty8KFC3E4HJVRLUIIIYQQ5Uqn0zFz5kx3MAzglltuISwsjP379zNp0iR3MAwgJiaGMWPGAGfG1dq6dSuLFy+mc+fOvP7668W+MMxWfAkeMBmARZ9/XOzcgwYNKtHF0Gw28+abb2IwGFi0aFGpZQ4ICODdd98tdp5hw4bRunVrjhw5wqFDh4qlHzxoIL6t++Dfpi//ueUWxo4de8GlcePGJc778ssv8+abb2K321m6dClff/01u3fvJi4ujn79+uHt7X3OehaiMkkLMSGEqKZSU1NZsWIFH8z6oMzHBAQEMGL4CD777DNmzJjB66+/ztNPP83DjzzGTTeNIiMjnbRsK4ct/tg0MNpyCDKr3NApjv0ZBYx46GXen/4g9cNKzkY5b9487rrrLkBhwKCruXPSA3h5eZORfpzFP37H9ddfT/PmLfjppx/d35IKIYQQQlQH9evXp2nTpsW26XQ64uLiOHHiBP379y9xTNH7TmpqKgDLli0DXEGpf7e633Y0E1NkIwxmHzZu3FAir+TkZH744Qf++ecfsrOzUVUVAJPJxL59+0otc8eOHQkNLTlbZdOmTdmxYwepqanUr1/fvf2FGU/wk24ZORYH0+7rQYvogHNVxzlZrVZuueUWvvnmGx577DHGjRtHaGgomzZt4t5772XMmDEkJyfz0EMPXXTeQpQ3CYgJIUQ1VfRy1bz5xU2N3bRpU7786ksyMjJ49NFHmTDhLiZPvg+Hw46/vz/1VZVAs0JyloVk1R99xj4MuWk0Cfcm12rnvS9+YmCfXlzRMBRfs+vXyIcffsgdd9zB9cNHcdek+wkIKP4t5tDrRrBn9y5mPPkw3a+8kj/XrSMuLq58KkIIIYQQooLFxsaWur1o7K7S9hfts1pdLeyLWmQ99thjPPbYY+c814kTxWf8fv3115k6dap7SIyyqlOnTqnb/f39i5WriKIoNI7wY8uRTA5m5F1SQOyFF17gq6++4r777mPGjBnu7YmJifz000+0bNmS6dOnM27cOMLCwi46fyHKkwTEhBCimir6ZlHTtIs6TtM0dDodH330ETqdjsn33A+AwWDEYDCiqiq+3maaepuJD6/PpuRwUlKO4ZexEz/y4ORuVi/LYX/rK+jdqh6Ok0eYOHEiN426hTsn3ktW5klys09z6qRrOu2Q0AgURSEgwJfX35rF5Im3MXLkSNatW1eu9SGEEEIIUVEuNI5qWcZZLWrVdeWVV9KoUaNi+5bvOk5WgZ2ERqHEBp3pUvjnn38yZcoUAgMDeeutt+jduzdRUVHubpAxMTHuL0kvpUxne/HFF9m7ZC0nTubz9JYAvi5DQOz222/nyiuvdK9/+umnAAwfPrxE2nr16tG1a1d+++03Nm/ezIABAy6qfEKUNwmICSFENRUbG4uiKGzbto0O7TuU+bjt27dTt25d5syZw9VXDyU4OOScaesFexMd6M3fwd5sPRZO8vZVxOpy0GUeI+3P7/kqpT1bNq0nOLIOUx5+HEXR4ePrh6qqOJ2u8cKiYuq5X8j0egP/N/VJ7p98Oxs3bqRz586XVwlCCCGEENVEUYutYcOGMWXKFPf2PKuDNtOXEqbB/x7tQ2SAl3vfwoULAXjuuecYO3ZssfwKCgpIS0srt/ItWbKEXatWAbBhB5TsuFlS7969iwXEjh07BlBizLMiRdtPnz59eYUVohzIoPpCCFFNhYeHM2TIEObMmVPmVmInT55k4XcLGTt2LAcPHqR9GQJpZoOOTnUDuaZ1FEExjflyWwaa2Q8cNtSD6wlQrHS58R6OZDvR6fWYzV6YzV7uFmdF665tBq7skUh0TKzMMCSEEEKIWqVfv37AmSBXkR3JWagaRAd6FQuGwZnAUWndH7/++uuL7ilwPitXruSn7SnEPfIjw977HU3TLricPcMkQFRUFACbNm0qkb/T6WTLli0AxcYuE8JTJCAmhBDV2N133832v7ezZOmSMqV/6+23ANeU36qqojeUvaFwpL+ZLuE6Dm1agb1eF7TolmgoNAg20zGogHU7dvHHoUxyrc7z5qPX67mqzwB+//33Mp9bCCGEEKK669q1K/369eOPP/5g0qRJZGdnA7D1aCYAbesEsW3bNpYsOfNeVzSQ/5w5c4qNIbZr1y4eeeSRci9jg8KJk5JO5F3S8cOGDQPgySefZO/eve7tTqeTRx99lEOHDhEXF1dsRk4hPEUCYkIIUY0NGDCAwYMHc/uE21m9ejUFBQUUFBRgs9mw2Wzu9YKCAmbOmsmbb73Jk08+SUREBGFhYSQlHbyo8x07cghr8m5u7taIlh2uICWwJWlZBehx4p/xNym71rF0dxpJpwo43xeW/gGBZGfnXObVCyGEEEJUL//73/9o374977//PnFxcSQmJvLao5NJXzCDr/7vGtq1a1csIDZu3DiioqL44YcfaNasGTfddBP9+vWjXbt29OjRo9wnKaof6gqIZebbOZ1nu0Dqkp588kmaNWvGsWPHiI+P56qrrmL48OE0bdqUl19+GW9vbz766CMMF/GlrBAVRQJiQghRjel0Or788ks6d+7MxEkTmfH0DFauWonJZHJNw71/Hwu/W8iD//cgb771JlOmTGHatGkA3HTTTXyz4CtstrK/7Hz++af06dOHFvVjuK59LFc0CueLjUc4YY4BFLwK0tElrWLdrn0cPFWA1aGWmk9OdpZ7hiMhhBBCiNoiIiKCtWvX8vbbb9OyZUu2bNnC/vW/Yks/RP36DXjllVf4v//7P3f60NBQNm7cyOjRo7HZbHz//fckJyfzzDPP8Pnnn5d7+bxNemICXd02D15CK7Gi8j711FM0a9aMDRs28P333+NwOBg7diybN2/mqquuKu9iC3FJFK08Ox2LMsvOziYwMJCsrCwCAi5+OltRddjtdhYvXszgwYMxGo2eLo6oRFXp3ttsNl577TXmzp1LcnIyYWFh+Pr4cur0KXJycmjXrh2TJ09m1KhR7mN27dpFq1ateO21txlx40j3dlVV2bt3NwBNm7ZwD4j/11+bGDZ0MN988w3XX389ADk5OcQ2acWVN06iSat2BJ3agc6W6yqTKQhjUCztW7ciLsTHnb/T6eTawb3o368vc+fOrfC6qQhV6d6LyiP3veqT9yshRHWTkllAtxd/Q69T2PZUf/zMnm85NWb2n/yx/ySvjmjL8I4lxy4Toqbw/P9tQgghLpvJZGLatGk8/PDDLF68mL/++ou8vDyCgoLo169fqbM5tmzZkpEjR/L4E1OpF1efjh074nA4UFXVPUaFxVKATqfjyOHDTJ50Bx07duTaa6915+Hv789/briGr758kxGf/MwunwD0J/bgnX0Yky0T9UQea3b7kR4XS3yUH2aDjj/WrCQl+Rh33313ZVWPEEIIIUSVtD7pJACtYwKqRDAMoGGYH3/sP0nSiVxPF0WIClU1/o8TQghRLvR6Pddccw3XXHNNmdJ/9NFHDBkyhJvHjOCuuybT/cruBAUFu1u/7PlnF5s3b2TFil+pU6cOCxcuLDHmw6RJk5g1axZLP3mT/9z9MFtMzThhCiLo5E50qh2/1PXszW3A8cwmNPbTeOWlGXTt2rXUIJ0QQgghRG2y/uApALo2DPVwSc4oGlj/YMalDawvRHUhATEhhKjFvL29+fnnn3nsscf46KOPmD17Fu3bdyQ4JIS83Fy2bNmM0+lk2LBhvPzyy0RGRpbIo2XLlsycOZM777wTg05hwJBr8fPXk6o2wpSbisGWjV9OEvl7Unh373GcIfX532fzKv9ihRBCCCGqEFXVWLEnHYArGoZ4uDRn1A9zDXVx+GS+h0siRMWSQfWFEKKWM5vNvPrqqxw+fJhXXnmF6OhIrJZ8goICeOihh9i3bx8ff/xxqcGwInfccQcfffQRC7/9insnjmfN95+j5ZzikDOU/Y5g7E4Vs2alZ4MAxtx5H9uyDJy6hJmLhBBCCCFqik2HT3M824q/l4HujcM8XRy3uMKZJg+fzEOGHBc1mbQQE0IIAbjGA5s4cSITJ068pOPHjRvHkCFDmDNnDjNnzuLbb75A5+WPd6NOxCf0JrG+N2byMaf/zd9rczl+ugtXtYqheZQMfC2EEEKI2mfhlmQA+reMwmzQe7g0Z9QJ9kanQJ7NyYlcG+H+Zk8XSYgKUetbiK1evZprrrmGmJgYFEXhu+++O2/6b7/9ln79+hEeHk5AQAAJCQksXbq0cgorhBBVXEREBNOmTePw4UNkZWWRcmgfaRt+5LWpdxPU8WqUqOYAKCeTOLF5Cd/+sZvf/knHYnd6uORCCCGEEJUnz+rg+62ugFhVm8nRbNATE+QNuFqJCVFT1fqAWF5eHm3btuW9994rU/rVq1fTr18/Fi9ezObNm0lMTOSaa65hy5YtFVxSIYSoPhRFISAggMjISPx8fEhoFMaITvWIbdUFtdGV6IxeaAVZ2Hf9wqp1m/jmr2Mcz7Z4uthCCCGEEJXit3/SybM5qRfiU6XGDytSv7Db5CEZR0zUYLW+y+SgQYMYNGhQmdO/+eabxdaff/55Fi1axA8//ED79u3PeZzVasVqtbrXs7OzAbDb7djt9osrtKhSiu6f3MfaR+79xYkNNHF9u0jW+OrZ6u2P/shmnNnp6I5sZH9uOicyO9K7RQwtovxRFMXTxT0vufe1k9z3qk/ujRCiuli26zgAg9tEV8n3nrhQH37fLy3ERM1W6wNil0tVVXJycggJOX9U/4UXXmDGjBklti9btgwfH5+KKp6oRMuXL/d0EYSHyL2/eG0NoDWI5vhxHWlpaXDqMJatx/knsz6HvLw8Xbwyk3tfO8l9r7ry/5+9+w5vs7z3P/5+tCVL3ju24+ydQEICIYxAIcy27E52S2mhtIdfB3Sv08npOXCAQgfN6S6UPUvKCAQIITsheziO97asPZ7n94diQ0oYgSTy+Lyuy1cs6ZH0vfVgLH903987opkMIjL4pdImz2/J7C65aNrbb1qUTZohJiOBArEP6JZbbiEUCnHJJZe843E333wzN95448DlYDBIdXU1ixYtIjdXDaWHsmQyyZIlSzj99NNxOp3ZLkeOIJ37D2ZvV4Tnt7Zh5dRj37uSWCzG1u07MKtnM2HiJE6ZVDpom7jq3I9MOu+DX/8MfBGRwWxTc5C+eIqAx8Gsqvxsl3NAo4sykzY0Q0yGMwViH8Bf/vIXvv/97/Pwww9TWlr6jse63W7c7rf+Yed0OvWmepjQuRy5dO7fn7FleRTl+ngu18c6Xx6OPStIBdsx6lawPdJNZ3gOp04tZ1pF7qBcSgA69yOVzvvgpfMiIkPBa3XdABwzugC7bXC+x6ktzswQ26MZYjKMKRB7n/72t7/xmc98hvvuu4/TTjst2+WIiAxJeV4n586ooCzg5gWPD3PvesyWrRht2+mNdvNQ6DjaJlezYHzRoNqOXEREROT9WlnXBcDcMYOvmX6/msLMDLHeaJKeSIJ8nyvLFYkceiN+l8n3469//StXXnklf/3rXznnnHOyXY6IyJDmsNuYP66YC4+ppnjSMZhjj8NwODH7OjA3/Yulq1/n4bVNdIUT2S5VRERE5ANbt7cHgNk1Bdkt5B14nHbKczN9XdVHTIarET9DLBQKsWPHjoHLu3fvZu3atRQWFlJTU8PNN99MY2Mjf/jDH4DMMsnLL7+cW2+9lWOPPTbTDBrwer3k5eVlZQwiIsPB+NIA+T4XS3wuNrtzcdevIBXuwbbjRV6P9tIVns7pU8sZV+LPdqkiIiIi70tnKE5TbwzDgGmVg7uX9OgiHy3BGHs6wxxVnZ/tckQOuRE/Q2zlypUcffTRHH300QDceOONHH300XznO98BoLm5mfr6+oHjf/3rX5NKpbjuuuuoqKgY+PrSl76UlfpFRIaTYr+b848exQnTxpCecAqO4tFgWdga1tG2YRkPrNzDit1dpE0r26WKiIiIHLQNjb0AjCnOIeAZ3H0PB3aa7NAMMRmeRvwMsYULF2JZb/+H1eLFi/e7/Pzzzx/egkRERjiP085pU8ooDrh51usi7cnHalyP1bmHWCzIk+HjaOur4pRJpeS4R/yvMRERERlCNu4LxGaMGvyri0YXa6dJGd70l4SIiAw6NpvB7JoCinJcPO1x0eDJxbFnBWa4G9u2Z1kRm0dPJMGiqeWU7utvISIiIjLYbRhCgdjADDEFYjJMKRATEZFBa3RRDhfOqeJpr4PNbj+u+ldJ9XVh37WMHfEgvdFpnD61nIllgWyXKiIiIvKuNjYGAZg+BAKx0UX9M8S0ZFKGJwViIiIyqBXmuDjvqFHk+5yscHlwNqwh2V6H0bCOrlgvD0TncPKkcuaNKcJuM7JdroiIiMgBdYbiNPZEgcHfUB8yH0wCdIYTBGNJcgd5zzORg6VATEREBj2P086iKeUU57h5zuUi7cnD3Lses6OOVLyPp2PH0RlOqK+YiIiIDFr9yyXHDoGG+gB+t4Niv5uOUJz6zsiQmNUmcjBG/C6TIiIyNNhsBsfUFnL+7CqKxk7HGn8CNoeLdF8ntq3PsmLjDh5c00B7XzzbpYqIiIi8RX9D/aEULPUvm1QfMRmO9DG6iIgMKeNL/eR6q3jK7WCny4drz3JS4V7sO5eyPTGHYCzFoqnljC/1Z7tUERERkQFDqaF+v9FFPlbt6VYfMRmWNENMRESGnNKAhwtmV3H0hGqS4xbiKhoFpoltz2t0bFvNg6sbWLWnC9O0sl2qiIiICDC0Gur3G9hpskMzxGT40QwxEREZkvxuB+fMqCDf6+RF53ycntdJNm7Gat5MIt7H44m5dIYSnDSxBI/Tnu1yRUREZATrCicGGupPHzX4G+r3qy3OBGK7FIjJMKRATEREhiyn3cbJE0vI97l4xu3AdAVI160k1dWAIxHmpcSx9EaTLJpWTp538DevFRERkeFpqDXU7ze+JNOCYkdbCMuyMAzt6C3DhwIxEREZ0gzD4KjqfHI9Dp5y2mlz5mCve4VUqBvH9ufZmDiOYCzFmdPLGZXvzXa5IiIiMgINxYb6AGNLcjAM6I0m6QglKAm4s12SyCGjHmIiIjIsjC3xc9GcKsbW1pAcfwpOfwFmIoZ95ws07NrC/av2srk5mO0yRUREZATa0DD0GuoDeJx2qgsyO03uaAtluRqRQ0uBmIiIDBulAQ/nHz2Ko8ZVEh97Mu7iaizThN0rCO5ex0NrG3hlZwdpNdsXERGRI2jDEJ0hBgzs3L2jXYGYDC8KxEREZFgJeJycO7OSEyaVkaiZh3vUFADSjZuwdr3K0xubWLKphVgyneVKRUREZCToflND/WlDqKF+v/5AbKdmiMkwox5iIiIy7LgcNj40uYx8n4tnnQ4cLj+pupUkO+pxJsK8nMr0FTtDzfZFRETkMOufHTamOIfcIdRQv9+bG+uLDCcKxEREZFiy2Qzm1hbidzv45+s2gk4fxu7lJIOduHY8x8bU8fTFkpw1vYJKNdsXERGRw2Rj09BdLgkwrlSBmAxPCsRERGRYm1KRi9/j4KkNDhocHlx1r5CKBHFsX0pDch73J9IsmlrOpPJAtksVERGRYWhrSx8AUyqG5nuN/iWTLcEYfbEkgSE4y03kQNRDTEREhr3qAh8XzB7FxJqKTLP9gnKsdBJ2vkywfgsPr23ktbouTDXbFxERkUOsPxCbVDY0A7E8r5OSgBuAne3hLFcjcugoEBMRkRGhyO/mvKNGMXtcGdGa+XjKxwEWqT2rSdev4ckNTTyzpZVEysx2qSIiIjJMJNMmu/aFSBOHaCAG6iMmw5MCMRERGTFy3A7Onl7BiRNLiVcehXf0LAASzdtw1i1n2dYWHlvfRF8smeVKRUREZDjY0xkmkTbJcdkZNYR7lo5XHzEZhtRDTERERhSXw8apk8vI9bp4dqsdlyuH5M5XSXQ14k5EWJs6jlA8xZnTyykNeLJdroiIiAxhW1syAdKEsgA2m5Hlat4/BWIyHCkQExGREcdmM5g3phC/x8HTr9tJ2b3Ydr1EMtSNa+fz7Eofz/3xFGdOr2BMcU62yxUREZEhamvr0O4f1q8/ENvZrkBMhg8tmRQRkRFrakUuF8yuoqS8gtSEU3Dm5JOOR7HtWEpHUx0PrGlg3d4eLEvN9kVEROTgbW0JAgz53az7A7E9nWHiqXSWqxE5NBSIiYjIiFZT6OPC2VWMHVVKfNxJuAsrsNIpzO0vk2jexuMbmnlxeweptJrti4iIyMHZ1pqZUTXUA7HSgJuA24FpQV1HJNvliBwSCsRERGTEKwm4Of/oUcyoKSZSfRzeyvGARWL3auyNa3luSwv/fL2VWFKfiIqIiMh7E0umqesc+jtMAhiGwTj1EZNhRj3EREREgIDHybkzK8lxOVhhm4XPHSCyew2xpm2442FeTR1DXzzJ3HIXsWAnAPF4HKfTmeXKRUREZDDa0RbCsqAwx0Wx35Xtcj6w8aV+1u7tUSAmw4ZmiImIiOzjcdpZNK2cUyaXkSgej2fSCRg2O/HORqxN/+SWO3/P0Rd8juNOOROAsWPH8sUvfpFNmzZluXIREREZbLa2ZBrqTyzzYxhDd4fJfv19xLa19WW5EpFDQ4GYiIjIm9htBidOKOacGZXYC6uIjjqGaCKNIx3j1Mo0Jy5cxGnX/iepVIoFp53Pffc/yNy5c/nmN7+p5vsiIiIyYNsw2WGy37TKXABeb+zNciUih4aWTIqIiPwbwzA4qjqfUHcHH//l/eQEcrlweiE5LjjG1UHUnqShoZvpx57McSecwtYNr/H73/+eRCLBL37xi2yXLyIiIoPA1n2B2MQh3lC/34xReQDUdUbojSTJ86lthAxtmiEmIiLyNn7wlS8Q2/oSRx9zCtt8RxO152IDfOleTNNkVzKfVlsxMxZ8lAVnfJxbbrmFp59+Ottli4iIyCCwrWV4zRDL97moKfQBsLFJs8Rk6FMgJiIicgBbtmxhyZIlnHPux5hTVUSBz8dWz3T6XGUYQDAYpDzZwO4QbO+zOO60i6mqncD3v/99tm/fruWTIiIiI1gwlqSpNwbAhGESiAHMqMrMElvfoEBMhj4FYiIiIgdw9913E8gr4KhjT8XrsDGlwENljoud9nGEnUUA5CaamZjYTEs4yubuOMcu+jgvv/wyEydOZPacOfzud78jEolkeSQiIiJypPXPDqvI85DnHT5LC2fuWza5obEnu4WIHAIKxERERA5g+fJXmTzjWJzOzDbpLrvBxHw3o/OcBO35FBUVYWHgS3YxJbqBSKQX17g5BMprOf28y8CVyw033MDcefPYs2dPlkcjIiIiR1J//7BJw6R/WL+ZVfkArNurGWIy9CkQExEROYBwOIzHl7PfdXabwdhcF8VeB16vl3rfDNI4cJkRJkQ3UB6v4+yPXEDV2Al87LLr+NI3foGFg5MXLqS1tfV915JOp7UEU0REZAgZbv3D+k0fldlpsrEnSmconuVqRD4YBWIiIiIHkJeXSyjY85brDcOgwG0HIOkKsN03g6TNi400AbOHtGWxx1ZGK/kUVE3lgs98i+6ePr785f94z89tWRbPPPMMF154IX5/AIfDgdvjYe7ceSxevJhoNHqohikiIiKHwcAOk8MsEAt4nIwryXxguHZvT3aLEfmAFIiJiIgcwKmnnsrmda8QjYTf9pjJ+S6c7gCbvbOIOvKxAdMqcxmfa7A7DLtCECiqZOE5n+L++/9BS0vLuz5vfX09s2fP4bTTTuPF5WuYferHOfNTX+Okj1xLV8TGlVdeyaiqKu1mKSIiMkhZlsXWluG5ZBJgzugCAFbt6c5yJSIfjAIxERGRA/jsZz9LMhHntReffNtj8tx2phV6yPe42eKcQmN3BMMwqDQbGZvcSVM4wdaeBDMWnIVhs3PPPfe843M2NDQwf/7x7Glo4eM3/JLLv343x51+CTOOPY3ZJ53Lhdf+kGu++3+Uj57KRz7yER577LFDPWwRERH5gDpCCbojSQwDxpf6s13OIadATIYLBWIiIiIHUFVVxcUXX8wT991N096dWGYaM5XATCWwzBTpdOay10gxORda1j/Plo4EnaYfC8hLtjIluYnuaJQ9CRc10xewfv36t30+y7K48MKLiCTSfPzL/8vosRNwJjtwxNtxhXfgCu/AEW+nKODko5+4lqOOO5VLLvkYjY2NR+5FERERkXe1bd9yydqiHDxOe5arOfT6A7F1DT0k02aWqxF5/xSIiYiIvI277rqLsWNq+d8ffIHNq5cSDzaTDLdj2BzY7XaS4Q6CbTt57Z9/oGHpn6gqLiLsKWOvZwomdrypXqbGN5CIh6F2Dp2m922fa/ny5axY8Sofuvg/8OcXY9p9pFzFpFzFmI4ApiMwcDntKeXYcz6PaVn85je/OYKviIiIiLyb/uWSE8uG3+wwgLHFfvK8TmJJk83NwWyXI/K+KRATERF5G3l5eSxdupTjjp3Lb2/9Lrf99CZeeG4Jr2/cSH5+Pg//40/87Ds38M/HH+SEsz7NzIkTKfbY6bEXsMM7g5TNjcuMMim2niK3SbR0Gi/v6CBtvnXHyDvuvJPCklGMmTI3c4VhB5sLbM7M94Y9873NBTYXbl8uk485nbvuuptkMnmEXxkRERF5O1uH6Q6T/Ww2g9k1+YCWTcrQpkBMRETkHRQUFLBkyRKWLVvGh045iWcf/wt/+90vcDgc7Nm1hQ+ddxVf/fnfmHvSOYBBgdvBxDwXSUeAze6ZxOwB7FaKReN9HFOdy5LNrTy1sYVoIr3f8zzzr2eYcPRCDNt7/9U8Zc6ptLa2sHXr1kM7aBEREXnfBnaYHIYN9fupj5gMB45sFyAiIjIUzJs3j3nz5rF48WLOOussAL70/d9lZm4BlvVGD41irwOXw86OXtjEdIpbX6Im10ZBrBlf2wZeTU8lGEtyxrRyCnNcAPT19eHNyT2omrz+fAB6e3sPwQhFRETkgzJNi+2tw3uGGMBR1ZlAbH2D3oPI0KUZYiIiIgfpP/7jPwD418OLMdMpzHQCK51ptm+ZKax0goA9zeRcg3jrLh7a0EabmekjEmnYSk7Dq2xp6OQfq/aypzMMgM/nIxGLHFQdiVjmvn7/8OxRIiIiMtQ09kQJJ9I47Qa1xTnZLuewmVGVB0B9V4TucCLL1Yi8PwrEREREDtIpp5wCwPOP/4V/3nsHwZbtpMIdGDYHhs1BKtxBtKuena8+ysb7f8GsUQGKZ59B7tQTMewOYp1NuHctpbW9g/tXN7B2bw9z581l18aXsay39hd7OzvWv0QgkMuECRMO11BFRETkIPTvMDmuxI/TPnz/3M7zOhmzL/Bb36hZYjI0acmkiIjI+3Tbbbfxta99nVeef4xJM4+lsmYCNpuNjrYmNq1+kXQqyVVXXcVPfvYjXtndw8s7bXinf4jE1hdJhnuxbXmW5MT5PLY+zckf/zxPPHkezXWbqBwz7V2fO5VM8PqrT3LVlVfg8/mOwGhFRETk3fT3D5s0jPuH9ZtZlcfujjDr9/Zw8sSSbJcjctCGb2QtIiJymF1++eXU1+/hl7/8JfZ0iOXPPsALT/2NrsZt3PgfX2br1q38z//8D163i1MmlXD2jAoMXwHW5A/hzi/BTCWIbXoBT/dOQv4aak++kGcf/jWJePRdn/uFR35DJNTL5z//+SMwUhEREXkv+neYnDiM+4f1m1mVD8C6hp6s1iHyfmmGmIiIyAfg9/u55ppruOaaa97xOMMwmF1TQK7HydObWmivPQF/23pCTTsJ71xNoKKXsz55Dffecyf33/MjzvnYF8nNLwTLAmvfjpRmkmQizvKn/8T6ZQ9x2223MXny5CMwShEREXkv1tT3ADC18uA2yhmKZu3rI7auoRfLsjAMI8sViRycET9D7IUXXuDDH/4wlZWVGIbBQw899I7HNzc388lPfpKJEydis9n48pe/fETqFBGR4WF8qZ8LZ1dRW5JLsHQWeROOAQwizTupCW3h45d/hnTlZJ6695dsfOZ3dO5aTnd7Cx0te9mx/D6WP/BTUt27uOWWW7juuuuyPRwRERHZpzUYo74rgmHAnNEF2S7nsJtWmYfdZtDeF6e5N5btckQO2oifIRYOh5k1axZXXXUVF1xwwbseH4/HKSkp4Vvf+hb//d//fQQqFBGR4aYs18MFs0fxzOY21uw1KJiRS9/mZcR72ymPhfn8VZ9m485GNj33IEt/+wuwTADyCwq47NJLufzyyxk3blyWRyEiIiJvtmJ3FwBTynPJ9TizXM3h53XZmV6Zy7qGXl7Z2cmFc6qyXZLIQRnxgdhZZ53FWWed9Z6Pr62t5dZbbwXgnnvuOVxliYjIMBfwODlnZgX5PifLdtjwzDid1PaXSIR6MLa9yLzxc5k843uM/sZ3mVFoUJLvp7KyEpfLle3SRURE5ABeq8sEYvPGFGa5kiNnwfhi1jX08tKODgViMuSM+EDsSInH48Tj8YHLwWAQgGQySTKZzFZZcgj0nz+dx5FH537kOpTn/vgx+eS5bTy/rY3E+BPJaVpLuG0voe2vEqjsoj49FcPp50NVRRiGof/eskg/84Ofzo2IZNNrdd0AzK0dWYHYnc/v5IXt7STTJk77iO/KJEOIArEj5Cc/+Qnf//7333L9008/jc/ny0JFcqgtWbIk2yVIlujcj1yH8tyP3fevVVFIqy1JS0sL4abt+HubCKRrWdPlZM0hezb5IPQzP3hFIpFslyAiI1RvNMmWlsykh7ljhn//sH7zxhRS7HfREUrw7JY2zphWnu2SRN4zBWJHyM0338yNN944cDkYDFJdXc2iRYvIzR3+O5AMZ8lkkiVLlnD66afjdA7/XgHyBp37ketwnfvuSObNZIvRR0FJJ72bXyEcDrNlxy5c448j5Slg7ugC5o8rxu20H7LnlfdGP/ODX/8MfBGRI231nm4sC2qLfJQGPNku54hx2m1cOKeKu5fu4m8r6hWIyZCiQOwIcbvduN3ut1zvdDr1pnqY0LkcuXTuR65Dfe5L85ycN7uG57e18VqdA+/MM0huW0Yi1EN00/P4x83hxZ3QGTM5bUoZxf63/l6Rw08/84OXzouIZMuKff3DjhlByyX7fXxuDXcv3cXSbe009USpzPdmuySR90QLfEVERAYRj9POoinlnD29HNx+0hNPwV9eC5ZFaMdKAi2r2dzQxX0r97K9tS/b5YqIiAjw2r4dJueNwEBsTHEOx44pxLTgvpUN2S5H5D0b8YFYKBRi7dq1rF27FoDdu3ezdu1a6uvrgcxSx8suu2y/+/QfHwqFaG9vZ+3atWzatOlIly4iIsOUzWYwZ3QhFxw9ipLcHILlsymYNBcMg0hrHe5dS+nu6uSBNY0s29fEVkRERLIjlkyzvqEXgLkjaIfJN/vEvBoA7l25l7RpZbkakfdmxC+ZXLlyJaeccsrA5f4+X5dffjmLFy+mubl5IBzrd/TRRw98v2rVKv7yl78wevRo6urqjkjNIiIyMowt8XPRHCdLNreyqcmg6KgC+jYtIxnqwdj0L1wTjuVfm9O09sX40OQy8n2ubJcsIiIy4qzb20MibVLsd1NbNDI3TDtzejmBhx009kTZ2NjLrOr8bJck8q5GfCC2cOFCLOvtE+zFixe/5bp3Ol5ERORQKvK7Oe+oURTnuFheZ8M9fRHmrleIdbcS3vISgapJrDen0BFK8KHJZYwv9We7ZBERkRHltX39w+aNKcAwjCxXkx0ep515tYU8s6WN1+q6FIjJkDDil0yKiIgMdh6nnQ9NKeMjMytxerzExiwgb8wMAEINW/HsfpH2ji4eWN3Ayzs6tIRSRETkCFpd3wPAMaNH5nLJfv3LRVfs66cmMtgpEBMRERkCDMNgZlU+Fx9TTU2hn+78iRTNOhWb000i2Im1eQn23kae3tTKI+sa6Qonsl2yiIjIiLClOQjAjKq8LFeSXXNrC4A3AkKRwU6BmIiIyBAyKt/LRXOqmF1TQKe9kJyjzsRTUIqZShLasoxA+wbW13fxt9fq2dwc1DJ/ERGRw6g3kqSpNwbApPJAlqvJrknluQB0hOL0RPTBnAx+CsRERESGmIDHyTkzKjhregWmw0tizInkjZkO7FtCuWspPd1dPLimkWe3tBFLprNcsYiIyPC0tbUPyHxgletxZrma7PK7HVTkeQDY0RbKcjUi706BmIiIyBDksNuYN6aQi2ZXUVngoyt/EkWzTsXu8pDo6ya18WncvXt4YVsb/1jdQHNvNNsli4iIDDv9gdhInx3Wr39zHwViMhQoEBMRERnCaotzuPiY6oEllL6jzsRbVIllpgltexV/0yp2NnXxt9f2smpPF6n30HDfNNWUX0RE5L3Y2xUBYExxTpYrGRwUiMlQokBMRERkiMv1ODm3fwml3UO89ngKJs4BwyDStgfHtmdI9rbx2PpmHlnX9JaG+6lUiocffpjTFy3C58vBbrfj8+Vw2umn89BDD5FKpbI0MhERkcGtoTsTiI3K92a5ksFhbEkmENuzLygUGcwc2S5AREREPrj+JZTleR6e2dzKrnQtZbNLCG5+iWSkj9TGZ/CPnsa69ARagjFOnljC1IpcNmzYwEc/eh51dbsprp7ChBM+hcubSyLWx7rNL3L++edTM7qWRx5+iFmzZmV7mCIiIoNKY3emJcGoAgViAKPyMz3E+l8XkcFMgZiIiMgwUlPo4+JjqnlhWzur6224pi/C07ievsbthPa8jqerid7aeTy4JsHSVZu46YrzcXlyOf1zt1NUMW6/x5p6/Pn0tOxkw9N3c/LCU3ju2Wc4+uijszQyERGRwaexJxP8VCkQA2BUvg+AJvUulSFAgZiIiMgw43c7OHNaOVUFXp7f2k5n6UxKi0fRvekVEn3dGBuX4B09k5899CI5sz/CrLkfpsSdxkcnYOEjCECEXHLL8xn1yf/gpUd/zTnnnMuuXTvxeDzZHaCIiMggEE2k6Qhl2hBU7QuCRrrKfTPEeiJJwvEUOW5FDjJ4qYeYiIjIMPL6669z/fXXM3XaNM48djq3ffkTvPTEfaxvS+I/+ixySqqxLJNI3VpOr7IYN/MkemxOWtMuuikkSBEx/MTwE6SIIEWEHRWMPekampubuPfee7M9RBERkUGhf3aY3+0g16vgByDgcRLwZF4L7XAtg50CMRERkWGgra2NRYvOYPr06Sz+41+wFUygfMqpePNHs+rBxfzhx/+Pu37/J5oCEymaOp9U2qS6OJdTA7sZY2uhxzRoTtnos+yksWFiJ42TtJH5yimuoXTMUVxxxZWMHTeen/3sZ7S3t2d72CIiIlnT31C/qsCLYRhZrmbw6N9goEF9xGSQU4wtIiIyxLW2tnL88Qto7ejmQ5/8JmOmzcfucA7cbpmfpWnXWta89DB/b63nI5dey+MvbuPDx06l1Gsy2b6HMlsX61Nj6Uy5ybebeGxv/cysZtZptO1eS9xXyze//R2+/e3v8POf/4wvf/nLR3C0IiIig0P/DDHtMLm/UfletrT00dQTy3YpIu9IgZiIiMgQZlkW5513Pm2dvZz7hf+lKN+P0+yFlIXLzPQCS9hyGTemhtGjPsuzD/+WR379cyI5ZSwNVjDT5WScrZ4Co48THBvYblYRNW0kLZOwzSQHCzsWAH5/Lj6fj5mnXYXtjGvYtfwffO1rXyMUCvGtb30rmy+DiIjIEacdJg+scl9A2NSjGWIyuCkQExERGcKWLVvG8uWvcObVPyW3sIKUlSZt94BlYWACELMXg2GAF2ae9jn+/osrcBZVw7g57DCraLPymG7fTYERZLK9nojlpjFdTGcqjd0WodQexQ4EihIUnHEGAW8Mm8NN6akfJS+/gG9/+9scd9xxnHbaadl9MURERI6g/iWB2mFyf/2BWKMCMRnk1ENMRERkCLvjjjspKK2masIxAFiGHdNwYhpOLMO+32XTcJJbUkP1pHnYI50EVz5Krs0gZHlYnprMlnQtKcvAZ8QZZ29ksn0vHaaTHak8mswC6vfU0RmM0msrp8cqoscqovSoCyionMh///d/Z/mVEBERObLeWDKpHSbfrH+nSQViMtgpEBMRERnCHnv8ccYefRrGAXp+vZ0Jc84gFo3QuPFZPJEeShx2nIaNnWYZL6dn0mf5sBkwxtbMiY5N+I0IzbEEfdgJ1BxF2nCRwkkKJ5bhoProD/Pkk0+ye/fuwzhSERGRwaW/qb6WTO6vf8aclkzKYKdATEREZIhKpVKEQ33k5BYf1P1y8jLHe9we1j5xGx4sSh128mwGEcvNnnQpDWYpccuBz4gz176FSZHX8OQW4iyfQNBMkbKsgcernLYQy7JYunTpIR2fiIjIYJVImbT1xQE11f93/UsmW3pjpE3rXY4WyR4FYiIiIkOU3W7H4XCQSsYP6n79x9922600b13O8vt+hBkLUmy3KHeYuAyTXtPDa+mpNKYKsSyLicVujq/No9QeJmSZdJopIpaJaVk4XF4cTjfBYPBwDFNERGTQaemNYVngdtgo9ruyXc6gUhrw4LAZpEyLtj7tNCmDlwIxERGRIcowDKZMnUbzjtUHdb/G7avIy8/n05/+NA8++CCdu1ex6i830rX2r7jb12AFO0kFOzDa1rGlbjev7WwjmLThsEGlo4uFzo3kG330mGm6zTTRVIJUMo7f7z9MIxURERlcGnr2LZfM92IYRparGVzsNoOy3EwfsaYeBWIyeGmXSRERkSHsC5+/li9cdx2h7lb8BWXvenwqGWf7yqf4/Oeuxu1285GPfITdu3fx29/+lt/d83tan/7HwLHesnGUHXsh0arj6TTdzErtodTeRa4tygLXJhrTxWxMVdPQ2Yp38omMnzH7cA5VRERk0Gjct8NkpZZLHlBFnofGnigtvQrEZPDSDDEREZEh7FOf+hT+HD+vPn4Xlmm+6/Fr/vVHYpEg11577cB1ZWVlfPOb32T7tq0888wzxGIxRh1zEcd94hbGjFtArjsPCwdtVi7bU9U0pDM9yEbZO/iQaz1jUtsYN+9DrOzxsnRbG32x5GEbr4iIyGDwxg6TCsQOpDwvM0OsuVeN9WXwUiAmIiIyhAUCAX7/+3vYveEFXrjvF6QTUWxWEpuVxLDSGFYam5WEdIwNz/2R15fdx09/+lMmTJjwlsey2+0cd9xxXHjhhTSsfpRIbyuGYeAzbBTaHLgNSGJnTWoMrySm0mvm4DDSHDfazwXjnZhde3lmcyt/Wr6H1fXdxJLpLLwiIiIih1//DoraYfLA+mfONWuGmAxiCsRERESGuAsvvJA//elP7Fr/LM///kZa1j1IumsL8WiUSF8v7ZueZPOTt5BsW893v/tdvvrVr77j4915552Ulxay4s9fobdpEw6SeIwUOQb4DRM/aXpMF0/vtfHU6l3E02Azk4S3vISvbhm9HW08sraJv6yoZ2NTL6n0u89cExERGUo0Q+ydledqhpgMfuohJiIiMgx88pOfZM6cOdx555389W9/IxwKDdzmdLq44ILzufrqq5k3b967Nv8tLi5m2YsvcNbZ57DjyZ9gTD+GglHT6PPlYVkmvp7VpHuayc8pIH/ibMpOOB1b+w66d28g3tMGPUvIKRtNS2oKD3RHGFfi59gxhYwt9mOzqfGwiIgMff09xDRD7MAq8/sDMc0Qk8FLgZiIiMgwMWnSJG699VZ+/OMfs3r1aoLBIH6/n+nTp1NUVHRQj1VZWcmqla/x0EMP8etf/4Yl9942cJvb4+Vjl1zMxZ+6jHR+DeuaQoRyx1J23Fiidevoa9xBpHUPtNWTUzGOXclJ1HWGmVga4JjaQkYX+hSMiYjIkGWa1sDuiZohdmAVeZnXpT84FBmMFIiJiIgMMzk5OZx44okf+HEcDgcXXXQRF110EV1dXbS3t+NyuSgvL8frfeMPgOnVUV7d3cWmpiBmxdGU10yhb+dawm17CTftwGjZjadqEpsS49jeFmJSuZ85NYWMLvIdkq3qTdPEMAxtey8iIkdERzhOIm1iM95oHi/7qy70AdDWFyeWTONx2rNckchbKRATERGRd1VYWEhhYeEBb6vI8/LRWZVMr8xj+e5OdrZZeMYcT8XoIN07VhPrbiVUvwmjcRvuqslsjI9hW0uISeUBZtcUvK9gbMOGDfzqV7/ib3+/l+6uTuwOB7W1Y7nms1dTXl7OX//2N7Zu20EymaS0tISPX3IxV1111UHPlBMREfl3/bOeynI9OO1qy30gBT4nfreDUDxFQ3eE8aWBbJck8hYKxEREROQDMwyD8aV+Rhf52NwcZMXuLhp6fORMWkh5opPu7auJ93UR2rMRw74FZ9VkNsTHsLW1jwmlfo6qLmBMcQ72d1lKGQ6HufTSy3jwwQdwB4rxjl9EyYwKLDNFa8vrfP3mb4Bp4swtwzfmJAybnZ7uZm76xjf55re+zQ1fvJ6f/exn2O36pFpERN4fNdR/d4ZhUFPoY1NzkPouBWIyOCkQExERkUPGabcxsyqfiWUBXm/qZcXuLprieeTOWERBtJXuHeuI93URflMwtilWy5aWPsYU5zC7poDxpf4DfuIejUY57fRFrFy9lsrTbiJv/AkYtje9lZlxNtaJVxPe9CA9m/5JTiCf/JkXAJCO9RLc8hS3/e/t7K6r496//12hmIiIvC97u9RQ/70YCMQ6I9kuReSAFIiJiIjIIedx2pkzupBJ5blsaOhh5Z5uGq1CCg4UjNk246kcz+74OHa1h6gu9DG7poAJpQG8rjdCq6985Su8tnI15R++hcpRVRQ5ewAodfYC0JbMw+eL4T95IR3jKnBH9uK1r6TLWQse4LgP0VBRy4MPfJ8f/OAHfP/73z/yL4yIiAx5uzsyOzmPKc7JciWDW01Rpo/Yni4FYjI4KRATERGRw8bvdjB/XDFTK/NYt7eHtXszwVj+jEUURNvo3rWeeG8H4Yat0LgNX1ktjfEJ1HVEKMt1M7XMR64VIh7s4ne/u4e8oz+Bp2wKvak04bQHAwuHkQZgb6wIGyZ2wySdW0Nu693Yd2ykc8wcLDJLMVOlpeTOvIj//p9b+frXv47P58vmyyMiIkPQrvYwoEDs3dQWZV6fnfteL5HBRoGYiIiIHHZ5XicnTSxhVnU+Gxp6WF3fTYNVQMG00yhKdtOzeyORjkYiLbuhZTd2fxHPtkb57sZ6EsEuEm27SHkKCEw5G4A0dtKWHQOLlJWZRRa3nJngywIDi8LiqYS2P0OoqAtHoPyNWqZ/hPr19/G3v/2Nq666Kiuvh4iIDF27OzIBz7gSf5YrGdwmlWf6hm1pDma5EpED05YYIiIicsTkeZ2cMKGEy48fw5nTynDabexN+TEmnEjl/HPxl9diWWCGOpmeE+FTs4qYP2cuZTMXUnHKZXjyvbjscWyk3vW53KWTAYg1rd/vemduBb7KWTzyyCOHZYwiIjJ89UaSdIYTgGaIvZv+QKytL073vtdMZDDRDDERERE54vK8ThaML2FGVT6bm4Osru+hsdfD8l0RNr60jpPmzGJcvkG+B47z9HJMnovGPpMOdwtxy0lnKoeuRACb+faf7dkcLjDsmMm3LtWw+Ypo7+g8nEMUEZFhaEd7HwDluR5y3Ppz+p343Q6qC73s7YqypaWP+eOKsl2SyH40Q0xERESyJtfj5NgxRVwxv5ZRqSZeeuZJzDGnssJ2DA/2zmJVuIqoacdhtzE638EcbwNjHB0EbDFwpjFdKUy7iWVYWFj7PbZlpsFKYzjeuguYlU7g82l3MBEROTibmjOB2OSKQJYrGRqmVuQCsLq+O8uViLyVAjERERHJOq/LzqP/dzvphq14cieRNp2EDTcbk5Wsidawoc1id1tmN8kKVx8L/Tu4KLCWWe69uIwElt3MhGOOFJZhYmER79wJgLtkwn7PZaUTJFs3MmP69CM+ThERGdr6+2FN2Rf0yDs7flwxAC/v7MhyJSJvpTmeIiIiknV79+7l8cceo/CEG7BZdqykBTYb2NLggqC3imdWLKWkqpyZNQVMcLeRY0twlLcJy4KetJekaaM+XUjabsOwDBLBvbiKxuAuGrvf3LHQzhdJhLv53Oc+l7XxiojI0LR5XyA2uVwzxN6LBeMzgdhrdd3Ekmk8TnuWKxJ5gwIxERERybrVq1djmiY5tccDYGCAaWCYBkbKDoYbp7+czq69vFYwjjXRKmpd3Ux0t1Du7KPAEeVk/04SZh27E0Vs7kpi9+fhrJpB2p7CMO2QNjBjfQTX/JGFp5zKpEmTsjxqEREZStKmxZaWzJLJqZoh9p6MK8mhPNdDSzDGyrpuTphQnO2SRAZoyaSIiIhkXSgUAsDm8r3lNgOwWTZySo8lun0FPa/9BTPeRaMZ4PnwBNZGKmhM5BJKO3HZ0kzytHFeZTfza3MZl2dR4uzB6YrisHUR2novvqJibrn19iM8QhERGeq2t/URSaTJcdkZW+LPdjlDgmEYA7PElu3QskkZXDRDTERERLIuLy8PgHQsiM154Gb3Dl8BpQtupPmJb5Ds2syomQtwl0+iDx99cRfpSJhSq5vKfC9+nwuf04aPPka5ttAXN2mJhtk1ppKjr76GpS026hINjC/1U13oozDHdSSHKyIiQ9C6vT0AzKzKx24zslvMEHLChCLuX93Ash3twORslyMyQIGYiIiIZN38+fNxutyEdjxHwdEff9vjHP4Sqi68k/iel9i05nHiXf/AUVCBq6gGV9EoItU17GwO0bZnG1VFPiZUFDG6NI+A20agLMCEMnD1biRt72FTbzkbGgMEvA4q87yML/UzKt9LWa5Hf+iIiMhbrN0XiM2qzs9qHUPNgn2N9V9vCtIbSZLnc2a5IpEMBWIiIiKSdUVFRXz8Yx/jvkcfJ3/WxRi2t2+6a9ideMYuJB7tI7pnDU/ffx+jR4/GmVtEa8RiY2Mvm/e00NXdi9uWxp7rpsRtEWrZTbSrlUSwk0SwE1iHy5+PWVTNrp4ytjTn4nE5KPa7mVjqZ1SBj8p8Dz7Xe3u7tH79ejZu3Eg0GqWgoIBTTjkF0zT54Q9/yGOPP05fsA+Px8NRR83ixz/+MdOmTTtEr96RlzatzJdlvfV7yyKVtkiaJql05nJ5wEO+V38AicjQtnZvZrfjo6rzslzJ0FKa62FsSQ672sO8uruTRdPKs12SCKBATERERAaJL33pBv785z/R+fKvKF1wLU6bhYGFw0gD4DaSWGRmbkW69tK74ndcdPHFnHbaaQOPUQvMqSmgYXIZuzrCbGkJ0hlK0G6ZFEwdQ4kjRayjgVDLHiKdTSRDPSRDPcAGnG4vjqJRdAbKebazCLvDRa7HQU2Rj9GFOZT53/q2KZ1O89e//pXb/vd2Xlvx6n63GTYblmWAlcZwerF78jCDPdQ/8giPPPo4dpvB6NE1nHvuufznf/4nfn92+9FYlkXagrRpktoXcqX2faVNi0TaJLnvK21amEA6bZJMJIlFwyTiMRLRKPF4lGQ8RjKW+TcWjTJ37lzmTNcyGREZuiKJFFtbMjtMHlVdkOVqhp75Y4vY1R7m5Z0KxGTwUCAmIiIig8KcOXO4/fbb+cIXvkCx32DU7DOwu3NIWZnZYtWeTizTJNG1ix2v/pkJ40bzm1//+i2P47DbqC3OobY4h+PHFdHQHWFHe4htrSHqgya4KsmfXEuR0yTR2Ui4tZ5wRyPpeJRI0w5gB3abHU9BGcm8cl7vKWZdfQCfM9P55NktrYwqDJDnhi9ecyVPPPYYeaOPYfQ538M7ahbYnHS9+ltCW58mv2Y2+VNOw1l+1MCst0R3HaFtzxCue4nmtm5uu+02br/jTk5ZeDKPPfYYHo/nsLy+pmWRTFuk9s3cSpmZWVzJtEkiZZLYF3SlLUgmk0TCYeKRELFomHgkSiIaJh6N7PsKk4hFiUcjpNPpd33u7nFjDsuYRESOlI2NQUwLynLdlOcdnv9PD2fHjyvmz6/Ws3xXZ7ZLERmgQExEREQGjc9//vP4fD6u/+INtKxfQk7tcbjKpmHYHaRCHcR2LyUebGX+8Qu49+9/G2jG/3Y8TjvjSwOMLw1w0oQUe7ui7GoPsaM9REMwheUoI3d8FdXT7aSCbYTb9hJu20sqGiLa2QSdTQA43T5sBeV0u9PUb2vGdPbw1OOPsLnJxpRP/JSKklIMC0qcTSS66thpb8B3zrVUjxmP15YgYTVS4uzFALoDOVBzKqnYMWxfuYTd7XGc+VW8/PLjjB49hp07t7+v2WKWtS/kSr8RdCXTFvFUmnjKJGlamKZFPJEg3BckFu4jGg4RC/cRC4eIRULEImFi4cxsr4PhcDhxe714vD7cHi9urxe3x4Pb48W0u6mqqT3o8YiIDCbrG3oAmFWVn9U6hqrjxhYCsKWlj85QnCK/O8sViSgQExERkUHm8ssv56Mf/Sh/+MMfuPNXd7N96bOY6TT+QC4XXXgBX/jCF5g7d+5BP67P5WBSeYBJ5QGiiTSNPRHqOsJsawvR2BsnmQ6QUzGT4rFzcCVDRDqaiHQ0Eu1qIR2PEGnZxR4A9mDZ3VQkmnDMPpGgp5omDAzAmQ4R6Wihq+hYkmUnEw2nMDBIYef43AgeewKwKHCEwG+QPvoUyhrW4a2cQf2EWSz7y/eYPXs227Zte9txpNImCdMimTJJmpnZXdGUSTyVJmVaJJJJwsEg4WAPkVAfsb4g0XCQSF+QaKiPeCz6nl4vu92BNycHb44fry8Hj8+379/M9x6vbyAAszudmJaFaWVmollv+jeRtigq9B30+RIRGUxeb8osl5w+Sv3D3o8iv5tJZQG2tvaxYncXZ82oyHZJIgrEXnjhBX7xi1+watUqmpubefDBBznvvPPe8T7PP/88N954I6+//jrV1dV861vf4oorrjgi9YqIiIwE+fn53HDDDdxwww2Z3lbpNA7HoXvb4nW9MXPsxIlpmntiNPZE2N4Woi0YJ5yw4wyMJq9kPMUuG+lgO+H2vcRbdxONRrGl4xxVWwL0AD1ETCfBtBuPGSYxtgq7MQZsPQB0Jv30Jt30WW4iKRfr+mqYFagHYJNZS9OGR7Fv7yb3xK9TvOB6tr94K08++SSnLTqDxJuWM8ZTJpFkOrPEMZmkr7eXcG83od4eIsEeIn09hIO9RMOhdx2/0+XG5w+Q4w/g8wfw+f0D/3p9frw5fhwu175gi/3CLtPK9A8zLIM0EDHBFk9jMwwMG9gAu2Hgtttw2G04bAY+19tvkiAiMhS83pRpqD+tMjfLlQxdc2oL2Nrax7qGXgViMiiM+EAsHA4za9YsrrrqKi644IJ3PX737t2cc845XHvttfz5z3/mmWee4TOf+QwVFRWcccYZR6BiERGRkcUwjEMahv07t8M+0HNs/thiOkJxGnui7O4Ms7crQkNPnLQVwF82lUn5LuooYfFdtzNuwgyq8uwUOKL4bEl8tuS+B3QTMFtpTwXoTOfgsiUyM6gMAxODXoeTJJmAKIiH9JgzaHnm5zjmXEdg8pl0v3YP/3nL/1B11PFEozGC3Z309XQR6uki3NtFqKebSKgPy7LedkwOp5NAbj7+vDxyAnnkBHLx5+aSE8jD5w/gcLkHwq20+UbQ1f+QUQtsCRP7vpDLbhi47AYuuw2n3cBps2G3GW98Gft/bzMy501EZDiIJdPsbA8DMK1SM8Ter5mj8vgLsKGxJ9uliAAKxDjrrLM466yz3vPxd911F2PGjOG//uu/AJgyZQrLli3jv//7vxWIiYiIDHE2m0FprofSXA9H1xQQSaRo6Y3R1BNlZ2svxGFTYw91ST9dqQmsCgZwG0nKHCFKHb2Mte3F43LitaWpcfVQQw+QmWWVtOzETAfjXG24bEkSlgPTlcIzZjr5x15AnrubkkCc6Z/4HAX08PiffkM8En7bWh1OF7kFBeTmFRDILyCQV0AgLw9/bj5OjwfTYl+TfAvTzNSAYRG1wJ7MzOiyG+C0G7jsDtwOA6c9E3Q5bJmZXZnvM//aFHCJyAi1paWPtGlRlOOiLFe9r96vGVWZMHF9Qy+maWGz6feKZNeID8QO1iuvvLLf9u4AZ5xxBl/+8pff8X7xeJx4PD5wORjMrEFPJpMkk8lDXqccOf3nT+dx5NG5H7l07kcOpwHV+W6q890cXenjX/96nepUM0bjRjyTz8RwWmDYabXyaE/m4ghvw+l1sccxiUJ7hCJHiCJ7CJ8tgdtI47alme/ILJe0LKhydkMAnOVTsNkyDfwJ+AH/QBhmc3vxBvLx5xWQV1hEcXExxUVFuL3egWWMqX3BF2Rmd8WiiYHZWk6bgdtlw+2w47BnAi6HLXO9fd9MrwOzMl8mpE14970ks08/kyJyOPQvl5xamavZrx/AxLIALoeNvliKPV0RxhTnZLskGeEUiB2klpYWysrK9ruurKyMYDBINBrF6/Ue8H4/+clP+P73v/+W659++ml8PjWaHQ6WLFmS7RIkS3TuRy6d+5Fpxuhifv/Tr++79MaHXaZpUl9fA8D5NS5sNg+mmU8sFqO3t5eOjg7S6TdiJcMAt2H2Xxq43maz4XK58Hq9+P1+fD4fbrcbm80GyT4izX3UN+8+3MMckiKRSLZLEJFhqL+hvpZLfjBOu42pFbms3dvD+oYeBWKSdQrEjpCbb76ZG2+8ceByMBikurqaRYsWkZurxoxDWTKZZMmSJZx++uk4nc5slyNHkM79yKVzPzL1n3en08lFF38M//iFlJz05YHbDdLMNltwpYMsb7JT7IpTYA9jN97a6ytpGiQtO+1pP8lgM16HjfzcADm2BKZpEovFiMVidHd3v/H4Hj92bwDDE8ByBzCdOaTdORh2Dzabgcdp4HLY8brsFPhcFOe48Hsc5Lic+Nx2clx2fC4HLoftSLxcWdE/A19E5FB6IxDT320f1MyqPNbu7WFDQy8fPWpUtsuREU6B2EEqLy+ntbV1v+taW1vJzc1929lhAG63G7f7revNnU6n/pgaJnQuRy6d+5FL535kSZmZ2VxF1WMoHz2Gutefpnzux6nMg1JnkFJnDwGHB/AAnQP3i5sOOlI+vEaSOA5ejozhKE8jAEs78+nd/Bo5o4/HZY7DZUaxbfk70yeNZe6sqaTDQVLhHsxUAisWIhULAc0Dj20ANocLZ04ueAMk3H5irhzaHT42OXxYDjcYmU/l3XY7LqcNv9tOvtdFYY6LHLcDr8tOjsuBz2XH57Ljddpx2IdmaKafRxE51CzLYntrHwBTKhSIfVAzq/KBPaxv6M12KSIKxA7W/PnzeeKJJ/a7bsmSJcyfPz9LFYmIiMjhYFoWsWSaSDJNKJ6iNxwlHo/T0NzGxRdfRDocJBDYsd99LAviiRSbNm0gGJhBsmAWMdOBhY2jAnUAuBIGTreJmYoRXfUYNn81rsJasFkEO+qIkcuiOafhrqnC67LjcdggFScR6hn4SoaDJCJBUtEQZipBvLcDejveMgab3YHT68fuycFy5xBz+og4fTQ5vKTsHgynBwsDm83Ata+pvstuI8dtJ+BxUuB14XNnQjKPM/Ov15X53u2w4XbY1E9HRIa1lmCMSCKN3WYwukitbj6o6aMyoeLm5iCWZel3iGTViA/EQqEQO3a88WZ29+7drF27lsLCQmpqarj55ptpbGzkD3/4AwDXXnstt99+O1/72te46qqrePbZZ7n33nt5/PHHszUEERGRYSeVSvHoo49y11138/rmLSTicYqKirjowvO55pprqK6uPizPm0ybhBNpQokUwViSUDhCa0M9HU31dDTWEwn1AZvx2YBAgFQqRXtnD3FnEVFXOV57mrQFHck64pufpHZKB3mlNaSceZiWDbthMdO7nXyzFysdYXKBk57RC7Gl03TteImuVX9n2pxjWTBjPG19cXoiCWJJE8uyAD/uQB7ewrHkOm14nHbsmCQjQRKhIMlIkGS0j2Qk85WKhrHSKRKhHgj1vGWsBoBh4HT7sHtysLt9mE4vUaeHsNNLs91Nyu4BhxvL5gCLzK6TdgOXw4bTlgnQ/G4HOW4HAU/mX7fDhsvxRmDmdtgp9ruG7KwzERnZdrdnNjipKfTh1P/HPrCxxX6cdoO+eIrGnihVBQoZJXtGfCC2cuVKTjnllIHL/X2+Lr/8chYvXkxzczP19fUDt48ZM4bHH3+c//iP/+DWW2+lqqqK3/72t5xxxhlHvHYREZHh6Omnn+aKK6+iuamRnIppOMuPx7C7aAy18tNf/Dc//vGPuezyy/nVnXfi8Xg+0HNZlkU0ZRJJpAjGUoTiSdpbW2jdu5uOxnp62lv3hVEZhmFQVFZBaWUVzy17hQ2vb6Vu+w6infXYffnMnHMC2BzsqW8g1lxHc0srWCYpRy4TJ02murwQKxkhathw+EsYO+tUkvGdJHv2smXvqwSK3Kx4+P9wOByk0iY90STBaJLeaJKeSJLWvhidoQR9sRTtfXFSpgU4cTiK8RSV4XbYyHFmZpXZDYtkNEQqGiYZDZGM9pGKhkhGQqRiYVLxCFhW5vtY+B1fJ7vDid3txe7yYrg8mE4PMYeHqN1Fj8ONaXORsrmxHC4MmwMMsCwDu93A47Bz2pRSjq4p+EDnSkQkG3Z1ZP7/qAbwh4bLYWNciZ8tLX1sae5TICZZNeIDsYULF+73RvffLV68+ID3WbNmzWGsSkREZGR68MEHufjiS/DXzGbcx76Ju2jsfrebyc8R2vEsf/3bPezatZun//nUAXt0vhPTsogm04TjaXqiCYLhGC0Ne2hv2E3r3jri0f13KswtKKSiupayUdV0N+xi4rELMQ07FZNn8eCDDzNuwgSSKWhrbCQa6iGdTFFdVoBt9DmYkS72bFlFwJlk58ZX2bw6SWaqlQeby4uZiEA6jsvt5SMfPoc777wzs5sk4LDbKPa7KfbvP75U2qQvlqIvnpnFFowm6QonaO+L0xdP0RtJ0ppKkzYtwIbNyMWdk48rz4bHYSPPYcflsGHDIhWPDgRi/SFZKhYhHYsMfG+ZacxUEjOVJBl+56b1/bPO7C4Pdqcbm9ND2LLTlHM0R9fMOajzJCIyGOxWIHbITanIzQRiLUFOm1qW7XJkBBvxgZiIiIgMDlu3buXjn/gkvjEnMOGMGyh2R4AOSp2ZxrttybxMv/qjj6WpbDQv/eMbfOlLX+Kuu+7a73Fee+01fvvb37J123aSySTlZaVcdPHFnHHuR4mb0BNL0Rvso6luJ617dtLR1IBppgfu73C6qKyppaKmlorq0XhyAiTSJrFEgmDzHpJpC4/bRm1JAf/v6k/y6ztv53e/+TVdnR24/UXYHC6S0V5S8QjHzJ3Hr371Kz760Y8CmaWgt9xyC//6178IhULk5Y3l4osv5qqrrhoIwt6Nw26jIMdFQY7rLbfFU2lCsRSheCYwC8VSmcAskqA7kiSWTBOMJUmkLEzLAiwMvLhcOTi9mSWOOXZbZkmk3YbNADOVJB2PkopHSScimX/jUdKJWOYrHiOVyFy20imwrMzt8SiQCcmiofEH/d+DiMhgsKczE4jVKhA7ZCaXBwDY3NKX5UpkpFMgJiIiIoPC//7v/2I4cyg+5esETTuRmA8DC4eRCav2xoqwMnOQSBWUEphxIb/5zW/x+/3k5eUBcP8DD7Ju7Ro8eeU4S6dQUDKKWNjBHx97lufW7WDa+DE40jE6Wxr3myHuz81jVO04RtWOpaRiFCY2EmmTpGlhJtO47DaKfW6agPHFOeR43dgMA/DyvW9/k298/as89NBDvP7660QiEQoLCznnnHOYOXPmfmN0OBzcdNNN3HTTTYflNXQ77Lj9dor8b501Z1kWkUSacCJFOJ75NxJPE46n6I4k6IkmBq7viZokUxbpgdfIht3mx+kK4PTZcNoys80c+/qIOewGNsPATKdIJ2KYyTjpRJx0IkZLZy9FZaMOy3hFRA63hu5MuF9d4M1yJcPH5H27dW5pfudZxyKHmwIxERERybq+vj5+v/j/8E0+D5vDRRpIW3YMLFKWHYC45cTCINa2lZ7VfyVc9xIYBrfdvRjMNMlID06XlzHHnse4Uz9DRUUhAVcaX6IVR+8ePOk+ehre2EinsKSU6rETqB47AX9+Acm0RTxtEk5ZOG0WfpeDXK8T377dFc10ivWAx2nfF4a9weVycckllxy5F+x9MAyDnH0N8Akc+JhU2iSSTBNNZL76v48l0/TFk5mlmrEkkYRJLJEmaZqk0hbJtLnvSQALwIXD7sHhySdZVESgoOgIjVJE5NCxLGsgEFOvq0Nnyr4ZYrs7wsSSaTxOe5YrkpFKgZiIiIhk3bJly4iEQxRNPO0djwvtXErrv36Ct6iKqlO+iH/cydicPlxOGwFbDxXWTgodYXIca/B227FbCd4cXUXSDppbmzjuxIV8aNGZxFPmvp0lTVwOGyU57syuiS47bsf+b9DftKpy2HLYbeTabeR6nO94XCptEk+ZxJJpYv3/JtPEU5nr48k0oXhm6WY0kSbX+86PJyIyGPVGk4TiKQCqNEPskCkJuCnMcdEVTrC9NcSMqrxslyQjlAIxERERybru7m4AHDnFb3tMpGENrf/6T/xjT2byGV+gxB0jxxujwtOOx2XDcHhxxL04EnFspMHKJFhRw0+fu4I+ZzmWy49prWb99jrmnZTA53ZSnOPB73bgc9lxvMc+XiOdw27DYbdlZpuJiAxT/bPDiv1uzWI6hAzDYHJ5gJd3drK5JahATLJG72JEREQk67zezCfvVioOzrd+Cm9Z0PnKXXjKpjH6rG+QV+SiuNBBgTNGTm8Pjmg7dlIDx8dx0RfsJuYqIVJ5Ej6vi3y3QSoNvfEJvPyPH7Bw1kQuPu8j2G3GW55PRESkoTuz67Bmhx16k/YFYlvVWF+ySIGYiIiIZN306dMBiOxdSeAAyyZTwSaKAwbTL7mJmnEF5KbacPXuwh1vHzgmjZ2gaxQ97mri9lzyki/iJobb7yAUN9nbGqczmKQ3ZNC4p5P7//onPn7BR4/YGEVEZGh5o3+YArFDbUr5vsb6LWqsL9mjQExERESybsKECZy88BRWbn5sv0DM5TTI9zvx2pLUfOwqSsoMXC1P4zDjQKZ/e9zmJ+oooNU7FbfHTY7XTgATK1ZG09qn2NWQT9Q/hf6+7wA2fznNLa1HeJQiIjKUqKH+4TO5ItNYf3NzH5ZlYRiarS1HnhpliIiIyKBwwxevJ9y0gb7tzxLw2Rk/ysexU/IYnZ+kzJemxp3A17sVhxknZbjp8IxnZ2Ahvb6xGDlFlBR6cTlttHTGWbs9yO52g/rtW2mq27FfGAZgmSncbld2BioiIkOClkwePhNKA9gM6AonaA/Fs12OjFCaISYiIiKDwnnnncc113+JjTtfZ3LJLAq9dtztu3Ca4YGP8EL2QoLuKoLOCrxeN/keG65gD9GEydbdITp6U4RjaQwscjyAAVj7p2GWmSbVvoWJp59/xMcoIiJDh5ZMHj5el53a4hx2tYfZ0txHacCT7ZJkBFIgJiIiIlllWhbBWIrOcJxLr7uR5554hETPRhyxTApmYtAXS9MTjuGpmYHPZSMnJ0Gf5WFPSwRnMEo0lqY+GsPijSUXZqwXLAu7t3C/54vseZV4sJXPfvazR3ScIiIydFiWpSWTh9mU8txMINYS5KSJJdkuR0YgBWIiIiKSFSnTojeapCMcp6W9g13rV9GwYwummcZht5EG6ls6aOsO4vL6yC0qAW+ALstPU0Oalp4eYvE0473pAz5+tGk9ht2Nr/qYgevMVJzeNX9izjFzmT179hEaqYiIDDW90SSheGb3Ys0QOzwmlwd4fEMzW5q106RkhwIxEREROaJSpklPNEl7KEFjUwO71q+iuW7nwO0lFZVMOeoYKkePpbO3j/auHtKJBL+963aWr/w9TLsa08rMBPv3Frx20jgMEzPeS7pzK4FR04m67FgkMZNRmv/1U6zgXn515/NHbsAiIjLk7O3KzA4r9rvxOO1ZrmZ4mlyR2Wlyc4sCMckOBWIiIiJyRCTT+4KwcJyG+np2rF1Be9PegdtH1Y5l6ux5FJdXEk2m6UuYBAIBasqKKPQ6idSfyqWXXkpByEHx3E/jtFkYWDiMzAwxt5EkzxEmny66tzxGMpnCX34Ulewm1ryRROtGEkYHv370EebOnZutl0FERIaA/ob61YWaHXa4TC7P7DS5o62PZNrEadeef3JkKRATERGRwyplmnRHMkHY3j172LF2BR3NDQAYNhu1EyYz9ei5BAqKMkFYLIXXZaci102+x4nLkXmD/OlPf5qGhgZuvvlmCmileuYpOPOrSVmZT+5HOVtItW+hp2kNLXt20NraAhvXgmXi9eXw8Y9dwvXX383kyZOz9VKIiMgQsbc/EFP/sMOmqsCL3+0gFE+xuyPMxLJAtkuSEUaBmIiIiBwWadOiO5rZTr3+34Iwm83G2CnTmTb7WDz+ANFEmlAijd9lpzjHTb7Xid327wsi4aabbmLs2LF8/wc/ZPnff4g7twy7vwzMNInuOlLxMKeddjrXfPc7pFIpEokEpaWlLFq0iEBAb7RFROS96V8yqRlih49hGEwqD7BqTzebm4MKxOSIUyAmIiIih1TatOiJJWkPxWlobGTbqldob6wHMkHYuKkzmDZ7Hu4cP5GESSSRJuB2UJzjItdz4CDszS655BIuvvhiXnjhBe677z7a2tpwuVyMH382V1xxBbW1tUdglCIiMpz1zxDTDpOH1+SBQKyPjx6V7WpkpFEgJiIiIoeEZVn0xlK0hWI0t7Sxbc1ymnbvAA4UhKWJJEzyPA6Kc9wEPA5sxjsHYW9mGAYnn3wyJ5988uEajoiIjGB7u7Rk8kiYVpkHwPqGnuwWIiOSAjERERF5V4lEgu7ubpxOJ/n5+dhs+ze+DcVTtIXiNLd3sW3Nq+zdvgnLsgAYM2kqM+cdj8efSySRIpIwyfU4KfG7yXU7MA4iCBMRETncLMuioVtLJo+Eo2vyAVjf0EvatN51lrjIoaRATEREZJjp6+tj1apVBINBcnJymDVrFsXFxQf9OJZl8dxzz3H77bfzyCOPkE5ndnMsKCjkM5+5mmuvvZaK6tG0h+K09oTYtm4luzeuHjiuasw4Zh17AoGCIsKJNJFEmlx3Jgg72BlhIiIiR0p7KE48ZWIzoCJPgdjhNLEsgM9lJxRPsbM9pD5ickQpEBMRERkmtmzZwu23387i//sD4VDfwPVOp4uLL7mYG774RY499tj39FidnZ2cd975LFv2IvllY5h06mfx5VdgmWm6Gl7n7nv+yFMvLueq6/+DmrJitq1eTjyaWV5SUjGKo48/iaKyCiKJNKF4ioDHSanfTa6CMBERGeT6G+qX53oGdjqWw8NuM5gxKo9Xd3extr5HgZgcUQrEREREhoE//vGPXHX11eQECpi+4HxGTz8Bty+XVCzK3m0rePaFf/LQgw/y9a9/nW9/+9vvuEyxt7eXk05eyK49Dcz/5E8oHTPrjeMNmH7cyRTnfRmjdystm1bTuyPzdsKfm8/sBScxqnYcsZRJXyyFz+2gzJ/ZNVJBmIiIDAUN/Q31C9U/7Eg4qiafV3d3sWZvN5fMrc52OTKCKBATEREZ4u677z4uu+wyJs09i4UfvRqPLQ6WhcvsAheUzlvAnLkLqN/6KnfddRdOp5Obb755v8doamriN7/5DS+8+CLr12+gq6uL6qPOprSsggJbF2CR7wjh9dhxenOhoxlbohdcDpKpNDUTp3DS6WeRsgyC8TRep52KXDcFPhcO9QMREZEhRA31j6yjqwsAWFPfk91CZMRRICYiIjKE9fX1cdVVVzNu1imceNFXsDCJYYJlYWACELMXg2FQOv1cRrX08M1vfpMLL7yQiRMn0t3dzRe+8AXuu+8+bA4XJWNm46+ajbs4RMP6p2la/xTjjzmLBRd8Hr/HjS3WgdGxBQOwgHhODVu2baLP0cDspIXLYTAqz0NxjhunXctMRERk6OlfMqmG+kdGf2P9ba19RBIpfC7FFHJk6L80ERGRIexPf/oTkUiEeedci2EYWNixsAMWlmEHwDScsG+54oyFn2LTK49w11138Y1vfIMTTzqZuj0NHHXmtdTOPAWnO2fgsVOJMLGOzbjpwtO3Flskjc1KApB0FxHJnwbuXGpnFdO6fTnJYCfTJo7B67Qf8ddBRETkUNnVEQKgtijnXY6UQ6Es10Ox30VHKMGOthAzq/KzXZKMEArEREREhrBf/eouRk89Hn9+yXs63uF0Mf6Ys/jt737HK8uXU9/QzMlX/Q+lxYV4CQFRfASx2Q2cpSV4qyZhdu/BlgyDBabhIJI/naSvEp/PidNpoyddytKH/87ps8Yzf9r4wztgERGRw8iyLLa1ZgKxCWX+LFczckwoDdAR6mRbqwIxOXK0lkFERGSIsiyLzZs3UTl+9kHdb9T42fQFgyx/5RWOOf8mcktqiOMlSBFhWzH2nAL8hcV4nSmsti3YkmEsoDMYptdejJE3ivx8N6m0xZ69fdTVh2hrbKCvr+9dn1tERGQwaw/F6Y0msRkwrkSB2JHSHz5ub9N7CTlyNENMRERkiEqn06RSKexO10Hdz+F0A5BfVkvp2EyYZhl2vDkeSou9+MLdmN27IRXFANLuQmKF0wh3LyE3HcHltNPSFqGtI0oyaZJOxkkl4wQC2ipdRESGtu37ZofVFPrwqAXAETOhLPMeov/1FzkSFIiJiIgMUQ6Hgxx/gHBvx0Hdr6+7DTAYfdSZGIaBw25QXOyjMM+J0bYJs3tXpmm+4SBRMIWUvxqvx05J1Tj2bl1DyjaDSPyNnSObt7wIwIIFCw7h6ERERI68zc1B4I2ARo6MCaWaISZHnpZMioiIDGEfPvdcdq1ZgmWa7/k+21c+AVjkFJQTCLiorcmjxBOGnc/AvjAs7cojUnkS5I8mkOshbVl0dgbZtm4l3Z3d+z3e3tWP8KEPncbEiRMP7eBERESOsJV1md9xs2sKslzJyNIfiO3tihJJpLJcjYwUCsRERESGsOuu+wLd7Q3s3briPR3f076Xxh1r8PoDjBlXTU2FF3fXRsy6ZRipKKbNQzJQS8pfgy/gx+2C7o5e6us6CfX04nTYcTrAQRIHSfasfIDOvZv48pe/dJhHKiIicnhZlsXKPZlA7JhaBWJHUpHfTVFOpgXEzrZwlquRkUKBmIiIyBC2YMECjj9+AS898F8EOxsxrDQ2K4nNSmJY6f0uJyJdvPC3H3HMgpM591OfoTw3hbXjGeipAyAZGE208kQMTy4ej4NEIk1LQyvhlj14k+30djSRxk6pJ0Zuupn49kfpWPcgX/nKVzj33HOz+0KIiIh8QDvaQnSE4rjsNmaMyst2OSPOeC2blCNMPcRERESGMMMwePDBBzj++AU89qsbOOX8zzNm/CRsdgeWkWkG7E61091SR+O25Rwzfx7Xf+2brHnxGRK9zQCYDh/xoplY3iJyvA6slI2+UJzGtiDplAMbRaSSMZb960EKq6cTfO5RWjY/TyIW5mtf+xrf+c53svkSiIiIHBKPrs/8XlwwvkgN9bNgQpmfV3d3sU2N9eUIUSAmIiIyxJWWlrJ8+Stcetll/PMvvyA3v4hRk47D4wuQiEdo3rEKn9/HovMu4bTTTmPD80+RCAWxLIuetAdX9Yk43S68HiehUIxId5R4PE0KEww7aexsWvYX+no66etZSlFRMZ//3Ge55pprqK2tzfbwRUREPrBk2uT+VQ0AnHf0qCxXMzJNKM1sZLCzXYGYHBkKxERERIaB4uJinnziCbZs2cKvfvUr/vXMszTtCZKfX8inP/NZTjnrI3Q37Ob1l/4FgD83DyMnn5eWPMvUorF4y8fS1tpNV2eEgJnABthJYlmwc8UjbH/5b9x0003cdNNNBAIBbDZ1XRARkeHj3pV7aeyJUux3cfrUsmyXMyKNK8ksmVQgJkeKAjEREZFhZPLkydx6660AhBMpmnpj1Dc2sv6FJQS7OwEYN3UGcxYsxDQcuArKeOyB++jr6KS8eioFleNJO92YyTiJ5hfo2LMeq6eVr371q/zoRz/CMIxsDk9EROSQiyXT3PbMdgCuP2U8Ppf+TM6GcaU5ANR3RkimTZx2ffgmh5d+0kVERIYZ07LoDCdoCkbZsnYl21a9gmmaeLw+jj1lEaNqxxJKpDEsk/MWLWRCnoPb//c2nvr7bW95rFM/9CG++uXvccYZZygMExGRYekfqxpoDcYZle/lE8fWZLucEas814PPZSeSSLOnMzLQZF/kcFEgJiIiMozEU2magjGa2rtY9+IS2hv3AlA9djzzFp6O3eWhN5Yix+WgMtdDntdJ1aLTOWPR6ezevZtXXnmFvr4+AoEAxx13HGPHjs3yiERERA6v+1ZmfldeuaAWt0PN9LPFMAzGluSwsTHIzvaQAjE57BSIiYiIDBM90SRNwSi7d2xn/bJ/kYjFsDscHHPiqYydPI1oyiSRNCnJcVOR68Hl2H8pwpgxYxgzZkyWqhcRETny6jrCrGvoxWEzOF/N9LNuXIl/IBATOdwUiImIiAxxadOitS9Gc0+Yja++SN3m9QAUFJewYNE5+PMKCcZTeBw2qgq9FHqdWv4oIiICvLSzA4A5owso8ruzXI30N9bf1R7OciUyEigQExERGcKiyTRNvVHqm1tZ+/yTBLsyjfOnHDWHWcedQNI06EukKPA6qczz4nVqKYiIiEi/l3dmfm8eP644y5UIaKdJObIUiImIiAxBlmXRE03SGIyxY9NGNr7yHOlUCo/Xx/zTzqK8ejSheBq7DapyvZT43dhtmhUmIiLyZit2dwEwf1xRlisReGOnyZ1tISzL0ox2OawUiImIiAwxadOiuS9Gc3eIja88T/22TQCUjaphweln4/R4CcZS5LgdjMr1kOtxZrliERGRwactGKO9L47NgBmj8rJdjgC1RTnYDAjGUrT1xSnL9WS7JBnGbO9+iIiIiAwW0WSa3V1htu9pZNkjf6N+2yYMw2DmvOM59SMXYjk9hPc1zh9XmKMwTERE5G1sbOoFMsv0vK4DtxTYvHkzn/rUp6ioqMDtdlNbW8v1119PR0fHe36eq6++GsMwMAyDZcuWveV20zT5zne+Q2VlJV6vl4ULF7J+/foDPlYqlWLGjBkcf/zxWJb1nmvo11/HO1m8eDGGYXDFFVcc8Po3f+Xk5FBZWcnChQv5+te/zuuvv37Qj/tmHqedMcWZWWKbm4PveVwi74dmiImIiAwRPdEkjb1Rtm/eyMaX9y2R9OWw4PSzKR1VTSiexmE3qMn3UpTjwqZlBiIiIm/r9cZM4DL9bWaHPfvss3z4wx8mEokwefJkjj/+eDZu3Mgdd9zBww8/zCuvvEJVVdU7Psdzzz3HPffcg2EYbxtg/exnP+OHP/whkydP5phjjuGf//wnp512Gjt37iQQCOx37P/+7/+yadMmVq5cmbXlhOPGjeOEE04AIJFI0NHRwZo1a1i6dCk///nP+dSnPsWdd95Jbm7u+3r8KRW57GwPs6k5yMJJpYeydJH9aIaYiIjIIJc2LZqDUXa097Jy6b9Y98IS0qkU5VU1nP2xSymqqMoskXTZGVuYQ4nfrTBMRETkXWxuyQRiUyveGtxEIhE++clPEolE+M53vsPmzZu5//772bJlC1/5yldoaGjg6quvfsfHj8VifO5zn2PatGnMnz//gMckk0l+/vOfM2vWLNauXcsjjzzCPffcQ3t7O3ffffd+x7a2tvK9732Pz33ucxx99NHvc9Qf3AknnMDixYtZvHgxf/nLX3j66adpa2vj0Ucfpba2lj//+c985CMfIZlMvq/Hn1qZOR+bm/sOZdkib6FATEREZBCLp0zquyPsaGzj5cf+Qd2WDQDMmDufUz58ITg9RPYtkRxblIPfrcnfIiIi78X21sxOhhPLA2+57YEHHqC1tZVJkybx3e9+d+B6wzD48Y9/TG1tLU8//TTr1q1728f/4Q9/yI4dO7jrrrtwOg/cwqCuro6enh4+/vGP43a7AfjEJz6Bx+Nh7dq1+x37ta99DafTyY9+9KODHephZxgG5557Lq+++iqVlZUsXbqUX/3qV+/rsfoDyo2NvYeyRJG3UCC2zx133EFtbS0ej4djjz2WFStWvO2xyWSSH/zgB4wbNw6Px8OsWbN46qmnjmC1IiIyEvTFU+zqCrNl23aWPfw3uttbcbk9nHLuBUyfO59wwsSyoCbfS3WBF6ddv9ZFRETei2TaZHdHGIAJpf633L5q1SoATjrpJGy2/X+/Op1OFixYAMDDDz98wMffsGEDv/jFL7jqqqsGlhceSHd3NwAFBQUD19lsNvLy8gZuA3j55Zf54x//yE9+8hMKCwvfyxCzorS0lB/84AcA3Hbbbe/rMWZV5QOwuyNMVzhxqEoTeQu9cwb+/ve/c+ONN/Ld736X1atXM2vWLM444wza2toOePy3vvUt7r777oH129deey3nn38+a9asOcKVi4jIcGRZFh3hOLs6Qqx79SVWPP0wiXiMwtIyzrrkUkqrRxOMpfC67Iwp0hJJERGRg7WnM0zKtMhx2anIe+tOhuFwJix7c1D1ZkVFRQAHnCFmmibXXHMN+fn5/PznP3/HOmpqagDYtm3bwHXd3d20t7cP3GaaJtdffz1z5sx512Wag8Ell1yCzWZj586dNDQ0HPT9C3JcjCvJNNZfU9/9LkeLvH8KxIBf/vKXfPazn+XKK69k6tSp3HXXXfh8Pu65554DHv/HP/6Rb3zjG5x99tmMHTuWz3/+85x99tn813/91xGuXEREhpuUadHQG2Vnaw/Ln36UratfBWDCtFksuuDjOHw5hBJpinJcjC3MIaAlkiIiIgetf7nk+LLAAZvTl5SUALBnz54D3n/37t1ve/sdd9zB8uXLueWWW951Nld5eTmzZ8/m97//PcuWLaO7u5sbb7wR0zQ555xzALjrrrtYu3Ytd9xxx1tmqw1GgUCAsWPHArBp06b39RizazJB5Mo9CsTk8Bnx76ITiQSrVq3i5ptvHrjOZrNx2mmn8corrxzwPvF4HI9n/08RvF7vAbfQffN94vH4wOVgMNPAMZlMvu9mgzI49J8/nceRR+d+5Dpc5z6eTNMYjNHQ0sra554iFOzBZrcz98RTqZ04hXA8BUC5302J34lhpUkm04e0Bnl7+pkf/HRuROS92tqaadh+oOWSkFkq+eMf/5jHH3+cjo4OiouLB25rbGxkyZIlAPT17d/4vaGhgW9+85ssXLiQyy677D3V8l//9V+cccYZnHjiiQPXnX322Zx77rl0dnby7W9/m6uuuop58+YN3B6LxXC5XO87IDvcO1QWFxezY8eO/ZZ9HozjxhZx36oGXtzeztfPnHyIqxPJGPGBWEdHB+l0mrKysv2uLysrY8uWLQe8zxlnnMEvf/lLTjrpJMaNG8czzzzDAw88QDr99n+U/OQnP+H73//+W65/+umn8fl8H2wQMij0/1KUkUfnfuQ6HOe+p6eH+vp6TNPE6XQyZswY4j3tbF3RPnDM3kP+rHIw9DM/eEUikWyXICJDxLZ9gdiksrc21AdYtGgRs2fPZvXq1Zx11lnccccdTJ06lQ0bNvC5z32OVCrzIdW/B1LXXXcd8Xj8oBrKL1y4kNWrV/PHP/6Rnp4ejj32WC699FIAbr75ZizL4qc//SkAzzzzDDfccAObNm3C6/Vy6aWXcuutt75lwsa7ufzyy9/2th07dvDSSy8d1OP9O8uygPcfvJ00MTNDb2NjkLa+GKWBgxufyHsx4gOx9+PWW2/ls5/9LJMnT8YwDMaNG8eVV175tkssIfM/shtvvHHgcjAYpLq6mkWLFpGb+9ZtfmXoSCaTLFmyhNNPP/1td4+R4UnnfuQ6lOfesiw6I0maeyNsXrWcuro6AEorqzj+tLOwuzxEkmly3U5G5XnwOO2HYATyfuhnfvDrn4EvIvJutr3DDpOQCXIeeOABzjnnHFauXMmxxx47cFtZWRnf+973+Na3vrVfj7H777+fRx55hG9/+9tMnnxws5qmTZs2EHr1W7lyJb/73e+47bbbKC4uprGxkQ9/+MNMnz6d+++/n02bNvG9732PnJwcfvnLXx7U8y1evPgdb/uggVhHRwfA+94AoCTgZsaoPDY09vLM5jY+Ma/mA9UjciAjPhArLi7GbrfT2tq63/Wtra2Ul5cf8D4lJSU89NBDxGIxOjs7qays5KabbhpYJ30gbrd7YBvdN3M6nXpTPUzoXI5cOvcj1wc992nToikYpbEzxNqlT9G6tw6AKUfN4aj5JxFPW8TTFuV5HirzPDiGQN+QkUA/84OXzouIvBfxVHpgh8m3myEGMHr0aNauXcuDDz7Iyy+/TDQaZdq0aXzqU5/igQceADJBVr9HH30UyMwkfuGFF/Z7rLVr1wLwxS9+kby8PK644gquuOKKt31uy7K47rrrmDlzJtdeey2Q6U0Wi8W49957qa2t5YILLmDHjh3ccccd/OhHPxo0K4+CwSC7du0CYOrUqe/7cc6eUcGGxl4eWdukQEwOixEfiLlcLubMmcMzzzzDeeedB2R28XjmmWe4/vrr3/G+Ho+HUaNGkUwmuf/++7nkkkuOQMUiIjIcxFNpGnqi7G1uZfUzj9PX243d4eDYUxZRO2EyHb0h1q9fz9InHmLzmtfI8XqZM2c21157LVOmTMl2+SIiIkPWrvYwadMi1+OgLPetkxbezOFwcPHFF3PxxRfvd/3LL78MZJY7/rvly5e/7eP1B2MHut+b3XPPPbz22mu8+OKL2O2Z2eFbtmyhuLiY2tragePmzZvH//3f/7Fjxw5mzpz5jo95pNx7771YlsXEiROprKx834/z4VkV/OypLSzf3UldR5ja4pxDWKWIdpkE4MYbb+Q3v/kN//d//8fmzZv5/Oc/Tzgc5sorrwTgsssu26/p/quvvsoDDzzArl27ePHFFznzzDMxTZOvfe1r2RqCiIgMIX3xFLs6w2zdtp2XH7uXvt5ufP4Aiy74OJW143noySX8/Kc/4cdf/zKvrdiA6amgK+HhnsV/YurUqZxyyqkDu1uJiIjIwRnoH1Z+4B0m301LSwv/+Mc/KCoq4oILLhi4fvHixViWdcCvk08+GYAXX3wRy7L43ve+97aP39PTw80338yll17KggUL9rstGo3udzkczsx0Gyy7T7a1tfGd73wHgC996Usf6LGqCnycMqkEy4LfLtt1KMoT2c+InyEG8LGPfYz29na+853v0NLSwlFHHcVTTz010Gi/vr5+v//BxGIxvvWtb7Fr1y78fj9nn302f/zjH8nPz8/SCEREZCiwLIuuaJKGnghb17zG5pWZT5dLKkZx4pkfxrI5+NN9D7DqpRdwOAv5yFU/wut/o8+kmUqxc+MrrPjXnzl+wQKe+de/PtBSBBERkZFoa0smEJv4DsslATZu3Mj48eP3a1jf0NDAhRdeSF9fH4sXL8br9R7y+r71rW8Rj8f5+c9/vt/106ZN48EHH+Thhx/mox/9KMlkkvvuuw+32824ceMOeR0Hw7IsnnzySa677jqam5s59dRTueaaaz7w415z0jie29rOX1fs5dPHjWZyufpvy6GjQGyf66+//m2XSD7//PP7XT755JPZtGnTEahKRESGC9OyaAnGaOoJs+7FJTTs3AbA+KkzOeakU0ma8MjjT/DCU48xdsYZjBpVhS3VB/F2bKnezGM48pgydQrjxn6Dp+67izPPPIvXX99IIPDOb+hFRETkDf0zxN4tELvlllt48MEHmT17NhUVFbS1tbFs2TLi8Tjf/va333Gnxvdr3bp13HXXXdxyyy0DEzT6XXfddfzP//wPH/vYxzjjjDPYsWMHmzZt4qabbjoswdzbWbZs2UD/s0QiQWdnJ6tXrx5opH/ppZdyxx134HB88Lhh/rgizpxWzlOvt/CtBzdy7+fmY7O9v50rRf6dAjEREZEPqKenh7///e/U1dWRSqUoKyvj4osvZvTo0QAk0yaNvTEa2jtZ/czjdLe3YthsHHPiqUyYNpNwIk13Tzd/vus2aiaeQMXoKZhWGtPmBsvCgQlAylUMhoHNBQvO/w9++4PL+NOf/sTnP//5bA5fRERkSNnc/N4CsfPOO4+WlhbWrVvHSy+9REFBAWeeeSZf/vKX37UH2Pv1xS9+kSlTphxwskZ5eTn//Oc/+cpXvsJTTz1Ffn4+X/nKV/jBD35wWGp5Ozt37mTnzp0AeL1e8vPzmTp1KscddxyXXXbZfhsNHArf+fBUXtjezso93fzttb188lg12JdDw7Asy8p2ESNRMBgkLy+P3t5ecnM17XMoSyaTPPHEE5x99tna3WqE0bkfufrP/VFHHcV//ud/8qc//ZlEIkFhcRmGzUZvdwfJRJxzzjmHm7/9XYpqJ1Hf0MDqfz1GNBLG5fZw0lkfoaSyir54Grfd4O+/+xW//NlPueYH9+J0vanBr2XiiLcAkHKXg/HGEv6Hf/NtHMkuNm7c8L56oMjB0c/84Kf3VyLybpp7o8z/ybPYDFj/vTPwuzVHZCj47Yu7+NHjmwl4HLzw1VMoyHFluyQZBvTTLyIi8j6dvHAhoXCMD334UuYsOAN/fiEAiViU9a89x44tq/jFrxdz1umn07ptPel0mtyCQhaecz6+QB7BWIqA20FVvpc//PZuJs0+df8w7F1MP+4sHrj7G2zfvp2JEycermGKiIgMG6/VdQMwrTJPYdgQcuWCMdy/upHNzUHuemEnN5+lHbflgxscW1GIiIgMIS0tmRlbTneAL37zVhac/CE8jgTx9q3E27diS/UyZ96xfPLqLzJpdDVNm9eQTqepHD2GMy78JG5/Ln3xFEU+F2MKc8hxOejs7CS3sOxdnnl/ecUVAHR2dh7yMYqIiAxHy3dlfmceU1uQ5UrkYNhtBv/v9MyHf39ZXk8onspyRTIcKBATERE5SP/zP/8DwKU3/Cf+wkoc/lIcOaXY3AFs7gDekmr85dUkelvxpDPbowcTaU4++zzSNgexpEl5roeaAh8uR+ZXscvpxEwf3Ju7dCqZua9LywZERETeTTJt8s+NmQ+1Tp5YkuVq5GCdOrmUscU59MVTPLimMdvlyDCgQExEROQ96unp4Q9/+AO///3vAehqbwbDhs3uwrC7sNkduHK8uHxOura+QrynGQyDlL+StVt2sauhGdOC6nwvo3I92N+0S9LEiRNp3LnhoOpp2LEeh8NBbW3toRymiIjIsPTSjg46wwmKclycML442+XIQbLZDC6dn9mw6A8v16F26PJBKRATERF5F5s2beIzn/kMFRWVXH755cTjCQB+/bMv84ubPs2yp/+BaaVxel1gJmhf+yypcDeG3Un+xBOomDiXsVNmsG71KmoLfJT43W9pgn/ttZ9j16ZX6W5/b594WpbF+pce4YILLqSoqOiQj1lERGS4eWRdEwDnzKzAYdefwkPRhXOq8LnsbG8L8coutYyQD0b/FxAREXkHjz76KHOOOYZHH3+KM86/nB/c/gA/ufsxUqkUn/vqzxk9ZjyrX36cjeueIxXtIdS4BSsVw+7xUzBlIa7cYlw+N/FonHUvLiHPe+DdCT/2sY+RX1DAi4/8Bss037WujcufpKOlnuuu+8KhHrKIiMiwE0umB5ZLfmRWZZarkfcr1+PkwtlVAPzh5T1ZrkaGOm2rISIi8jaWLl3KRRddxJSjjudTn/1/GOkYlpUi0r6NBluUURXlfOyKzxNLROho3EGkdTeGYeAIlJA/bh52lxuH00EykmDDy0upLc992+fyer38+u67ueSSS/D4Apx28fXYbAZYFljpzEFmEgyDbWte4Ll/3MbVV1/NiSeeeIReDRERkaHr2S1thBNpRuV7mV2jhvpD2WXzR/PH5Xt4elMLLb0xyvM82S5JhijNEBMRETkAy7K45nOfY/S4aVxxww/x5BTi8pfh8pfi8ATwer34iqvIKa/BYSbIc4JhGKTsHvLHH4fD7cHutBMPxwj3hmjYtYWKiop3fM6LL76Ye+65h43Ln+CxX3+VvWufINVbh2UZpJIp2re/xJonbqdh/ZNcetml/OpXv3rL0ksRERF5q4fXZloSfHhWZeYDJxmyJpQFmFdbiGnB/asbsl2ODGGaISYiInIAzz//PNu2buWGb9+Bw5FZ5mjY7FiWiWFzYLfbseW4ad/yKolgOwB9cZPeSBdVbieGzUa8L0YiEmfb+hV0tDXx6U9/+l2f98orr2TWrFncetttPHz/YpLJxH63H79gAV/96lc5//zzcToPvPxSRERE3hBLplm6LfO7+tyZ7/zhlAwNFx9TxYq6Lh5c08h1p4zPdjkyRCkQExEROYDf/Oa3VFSNYfzU2ftdb9gM7G4nqXiK9nXPk46HMWwO8scdA20NRFrq6e3qwOMMkIonMc00zz/+Z2bMnMn8+fPf03PPnj2b/1u8mI6ODl544QV6enrIyclh1qxZTJ48+XAMV0REZNhaWddNLGlSGnAzrfLt2xfI0LFoajk32Tawoy1EfWeEmiJftkuSIUiBmIiIyAFs376d2gnT91uSaNhtOP1uEsEIra2tWJaFzemhYPxcHB4/gXiYuu0b2bVuFeOnzsUy0zz859vZuWUNjz322EEvbywuLuaCCy441EMTEREZUZZuawPg5IklajUwTOT5nBwzuoBXd3fx7JZWrlgwJtslyRCkHmIiIiIHkEwmsdvf+NzI5nTgzvUR626kr3E7lmXh8OWRP3Y2qViIRF87YLBt/UqIB9mz8UWeue826jav4Ne//jVnnXVW9gYjIiIygvUvlzx5UkmWK5FD6aSJmfP52p7uLFciQ5VmiImIiBxASUkxje3NANjdTpw+N8GGTfTt3QRkdoXMm7wAw+HEsBmko3HamrezdvVqtm7ZSjQSZs4xx/Db3/6WM888M5tDERERGbGaeqJsaw1hM+CE8cXZLkcOoaOr8wFYt7cnq3XI0KUZYiIiIgdw8cUXs33TKqKJEM4cF13bXx0Iw9x5pRQVFeFwubC73JgJi1Tc4uXnHsM0La684nJeeuklXli6VGGYiIhIFr2wb3bYUdX55PtcWa5GDqXpVXkYBjR0R+kIxbNdjgxBmiEmIiJyAB/7+Cf4y6NL6OlpJtW+mURfJxgGeaOPwsCCVAcYkAxFScWSREJBVrzwOF/60g389Kc/zXb5IiIiwpuWS04szXIlcqjlepyMLc5hZ3uYDY29nDJJ51gOjmaIiYiI/JtEyqQjYXDhJz+N2bo1E4bZHBSMOxZPQTmQJp1OE+0OkgiFiYV7+f2t38DldHLddddlu3wREREBUmmTZTs6APUPG64mlQcA2NkWynIlMhRphpiIiMibRBIp6nui1O3eTV/dZjxOB9F4gqjdgyfUDSTBsGO324l2NtKwZwevr3mZZKSbRx99hOrq6mwPQURERIC1e3voi6XI9zmZMSov2+XIYTCuxA/AzvZwliuRoUiBmIiIyD7BWJL6nijbX1/PhpefwzJNissrSXsCLHtlOX2JONFgH11NTVxz2QX859duorWliblz53Lvvfcye/bsbA9BRERE9ulfLnnihBLsNiPL1cjhMLYkB4Cd7ZohJgdPgZiIiIx4lmXRGUnQ0BPl9RXL2LF+FQC1EyZz3KlnkMLguJNPY9u6lTz0p3tIhjpxOBx8+Nyzueqqq5g1a1aWRyAiIiL/7oWB/mFaLjlc9c8Q26UZYvI+KBATEZERzbQsWoIxGrpDrFv6NE11OwCYMXc+M+bOJ5o0SVsW1YU5HPORM/j0R88kmUzyxBNPcMstt+B0OrM8AhEREfl3oXiKDY29ACwYX5TlauRwGVOcmSHWEYrTG02S59X7Mnnv1FRfRERGrJRpsrc7yu6WTpY/cT9NdTuw2ewcf9rZzJg7n1A8DQbU5PsoD3iwGVpuISIiMhSs2tONaUF1oZeKPG+2y5HDJOBxUpbrBmCXlk3KQVIgJiIiI1I8laauK8LO+gZefuxeuttbcXs8fOijFzF64mR64ylcDhu1BT6KclwYCsNERESGjNd2dwEwt7Ywy5XI4abG+vJ+acmkiIiMOOFEir09UXZu387apU+RSibJzS9g4Tnn48vNJxhLketxUJ3vw+u0Z7tcEREROUgr6jKB2DwFYsPe2JIcXt7Zqcb6ctAUiImIyIjSE02ytzvM1vVr2LTiRSzLomxUDSee+WFsThd98RRFPhej8r247JpILSIiMtTEU2nW7u0BYO4YBWLD3RuN9RWIycFRICYiIiOCZVm0hxM0dodZ//Lz1G3ZAMD4qTOYe9KHSJgQSZqUBdxU5nq1PbuIiMgQtaGhl0TKpNjvYuy+pusyfI3VTpPyPikQExGRYS9tWjQHYzR0Blnz/BO0NdQDMPv4k5k0azbRlIllwahcD2UBt/qFiYiIDGGvvql/mH6nD3+1RT4A6rsimKaFTR9qynukQExERIa1ZNqkoTdKfXMbq/71GH09XdgdDhacfg5VY8bRF0/jtBtU5Xsp8LmyXa6IiIh8QK/VqaH+SDIq34vDZhBPmbT2xbSrqLxnCsRERGTYiibT7O2JsHt3HauffYJEPIbP7+fks88jr6iU3liKHJeD6nwvfrd+JYqIiAx1adNiVV03APPUP2xEcNhtjCrwsqczwp7OiAIxec/ULVhERIalYCzJrs4wr29Yx4p/PkQiHqOotJwzL/oUuYUl9MVT5HucjC3yKQwTEREZJra0BOmLp/C7HUypyM12OXKEjC7K9Irb06k+YvLe6S8AEREZVizLojOSoKE7wsYVy9i5YTUANeMnMv9DZ5LGTjiZpiTHzag8Dw7tJCkiIjJsvLavf9ic0QXaIGcEqS3y8QJQ1xnJdikyhCgQExGRYSNtWrT0ZZrnr136T1rqdwMwY+58ZsydTzRpkrZMKgIeynM92NRoV0REZFhZsa9/mJZLjiyaISbvhwIxEREZFvqb5+9tbmfVM48S7O7Cbndw3KmLGD1hMn3xFA67jZo8H4U+p3adEhERGWYsy2LF7kz/MDXUH1n6d5qs69AMMXnvFIiJiMiQF0mmaeiJsGv3btY8+ySJeAxvjp+Tz/ooBSVlBGMpvC471XleAh5ntssVERGRw6CuM0JHKI7LbmNmVV62y5Ej6M0zxCzL0gef8p4oEBMRkSGtN5pkb2+UbRvWsnH5UizTpKi0nJPO/iguj49gPEWex0l1vheP057tckVEROQw6e8fdlR1vn7njzDVhV4MA8KJNB2hBCUBd7ZLkiFAgZiIiAxJlmXRHk7Q2B1m/StLqdu8HoDaCZM59tRFpLERTmSa51fmeXCqeb6IiMiw1t8/bO6YgixXIkea22GnMs9LY0+U+q6wAjF5TxSIiYjIkJMyLZqDUfa297DmuSf4/+3dd3hUVf7H8fedlt4rNfQm0qQIgmCjiAq69gYWVlddCxZ0V8Wy6uq6rK4NdBX9WbGjWFBpIigiRZTee0ICpCfT7vn9kQKRIgLJJOTzep48M3PuuTffc+5NMvnOOefmbN8KQJcT+9KhW0+K/UFsY2gYF05ajBbPFxERqQ9+LB8hpvXD6qeMpEi25pawIaeYEzJ0DcjvU0JMRETqFG8gyJbcEjZs2crCaZ9RXFiAy+3hpDOG0KhZSwq8QdxOiybxESREaPF8ERGR+iArv5RNu4pxWHBChkaI1UcZSVHMXbtTd5qUQ6aEmIiI1BkFpX625JWwavkyfpkzjWAgQExcAv3PHEZ0fCL5pQEiw1w0iYsgOkx/4kREROqLitFh7RvE6gY69VTlnSZ36k6Tcmj034KIiNR6xhh2FvvYuruYX36cw9pfFgDQoGkz+g4ciuXyUOANkBDhpnF8JGEurRcmIiJSn8wvXz+sZ3NNlauv9r7TpMihUEJMRERqtYBtyMwvYUtOHotmfcmOLZsA6NCtB5179cUbNPj9NmkxYTSMjcDp0BRJERGR+qZihFhPrR9WbzVL1ggx+WOUEBMRkVqr1B9ka175emHTP6e4IB+ny8WJpwwko3U7CrxBXI6y9cKSozxaL0xERKQeyiv2szKrAIDuSojVW00TyxJieSV+cot9xEd6QhyR1HZKiImISK2UX7Fe2LJf+XXOdILBINGxcZw8ZBixicnklQaI9DhpHBdBrNYKERERqbd+2rgLY6BFchQpMWGhDkdCJNLjIjUmjB0FXjbuLFZCTH6XEmIiIlKr2MaQU+Rj6+4ifvnhW9Yv+xmAhhnN6XP6mTjce9YLaxQXQbjbGeKIRUREJJR+1PphUq5ZUhQ7Crxs2FlE5ybxoQ5HajklxEREpNbwB2225ZWyecdOFs/8kp1Z2wA4vkdvju/RmxK/jbd8vbAGsRG4tF6YiIhIvTe/fP2wHpouWe9lJEXy44ZdbNQ6YnIIlBATEZFaocgXYEtuCevXr2fxzC/xlpbg9oTR5/QhNGzWomy9MKdF04QIkiK1XpiIiIhAiS/Iki15gEaICTRLLrvT5AbdaVIOge5LX+65556jWbNmhIeH06tXL3788ceD1n/qqado27YtERERNGnShNtuu43S0tIailZE5NhhjGFnsY+1OYUsmvc98778CG9pCQlJKQy54DLSM5qTX75eWIvEKJKjwpQMExEREQAWbd5NwDakx4bTOCEi1OFIiGUklS2svz5HCTH5fRohBkyaNInRo0czfvx4evXqxVNPPcWgQYNYuXIlqamp+9R/6623uPvuu3nllVfo06cPq1atYuTIkViWxbhx40LQAhGRuilg22Tml7IlJ4/F304la/NGAFq270j3k08liINCX5CkKA+NYiPwuPQ5joiIiOwxf/1uAHo0T9QHZkLr1BgAVmcVYozRNSEHpYQYMG7cOEaNGsVVV10FwPjx4/nss8945ZVXuPvuu/epP3fuXE466SQuvfRSAJo1a8Yll1zCvHnzDvg9vF4vXq+38nV+fj4Afr8fv99/NJsjNazi/Ok81j8690emxBdkW34pG7ds5udZX1FSVIjT6eSEfqfSvE17in1BDEHSo8NIiXZjmSB+fzDUYQM69/WVznvtp3MjUv98tyYbgBNbaLqkQPPkKNxOi0JvgK25JTROiAx1SFKL1fuEmM/nY8GCBdxzzz2VZQ6Hg9NPP53vv/9+v/v06dOHN954gx9//JGePXuybt06Pv/8c6644ooDfp/HHnuMBx98cJ/yr776ishI/ZAeC77++utQhyAhonN/eIwxZGdns21b2cL5Ho+H5s2b48vNZuWP2ZX1toQqwEOgc18/6bzXXsXFWkRZpD7JL/WzcFMuACe3TgltMFIreFwOWiRHszKrgFVZBUqIyUHV+4RYTk4OwWCQtLS0KuVpaWmsWLFiv/tceuml5OTk0LdvX4wxBAIBrr/+ev72t78d8Pvcc889jB49uvJ1fn4+TZo0YeDAgcTGxh6dxkhI+P1+vv76a8444wzcbneow5EapHP/xwVsmx0FXrbszGPJd9+wozwZ1qRFa3qcfBo43ZQEbOLDXTSMDSfM7QxxxPunc18/6bzXfhUj8EWkfvh2VTZB29AiOYomiUp8SJm26TGszCpgZWYhp7ZL+/0dpN6q9wmxwzFz5kweffRRnn/+eXr16sWaNWu45ZZbePjhh7nvvvv2u09YWBhhYWH7lLvdbr2pPkboXNZfOveHpsgXYGu+j/XrN7J41lRKi4twOl1073cKLdp3pNhvY4BGCRGkx4TjdNT+NR907usnnffaS+dFpH75eFHZB2uDO6aHOBKpTdqmx8DPsDJTH5LIwdX7hFhycjJOp5OsrKwq5VlZWaSn7/8X63333ccVV1zBtddeC8Dxxx9PUVERf/7zn/n73/+Ow6FFn0VEKtjGsLPIx9a8YpYtmMeaxT9ijCE2IZG+g84iNiGZAm+AMLeTRrHhxEe4tQCqiIiIHFR2gZdZq3YAcG7XRiGORmqTtmllC+uvzCoMcSRS29X7zI3H4+GEE05g2rRplWW2bTNt2jR69+69332Ki4v3SXo5nWXTeowx1ResiEgd4wvYbNpdworNmcz+9D1WL5qHMYaW7Tsy5ILLiYxLpMAbID7CTcukKBIiPUqGiYiIyO96c95G/EFD16bxtC5PgIhA+QgxYO2OQvxBO8TRSG1W70eIAYwePZoRI0bQvXt3evbsyVNPPUVRUVHlXSevvPJKGjVqxGOPPQbA2Wefzbhx4+jatWvllMn77ruPs88+uzIxJiJS3+WV+NmWX8LKZUtZ+v1MAn4fbo+HHv1Pp1nrdhT6glgYGsaGk1ZHpkiKiIhI6AVtwzs/bgZgZJ9moQ1Gap1G8RFEeZwU+YJsyClSwlQOSAkx4KKLLiI7O5v777+fzMxMunTpwpdfflm50P6mTZuqjAi79957sSyLe++9l61bt5KSksLZZ5/NI488EqomiIjUGgHbZvWWHazYuI1NyxaRm1l2n8iUBg3pc/qZhEfHkFcaINLjpFFsBHERWvNHREREDt289TvJzC8lNtzFoOO0fphU5XBYtGsQy4KNu/lla54SYnJASoiVu+mmm7jpppv2u23mzJlVXrtcLsaOHcvYsWNrIDIRkbpjxnffM/W7H8nNLyDR6SPM5cQYQ2ZeETFNoigOGILeIElRHhrGRhDmqvcz90VEROQPmly+mP6ZxzcgvJbekVpCq2uTeBZs3M3CTbs5r1vjUIcjtZT+ExERkSPmDwQZ+/g4xr/1IcZbSIOwIGEuJ+6wCNJbdyE2tSnLVq3l+eefJ2f9CjISIpUMExERkT+s1B/k81+3AzCsixbTl/07ISMBgAUbc0MbiNRq+m9ERESqsG2bgoICgsHgIdUv9gV5YsKrbM8t5LhGCUQSACA8Moa45DSiIiPp2KEdfbt3o3DbBoYPOpV5P/xQnU0QERGRY9TMlTsoKA3QIC6cXs0TQx2O1FLdyhNiKzPzyS32hTgaqa2UEBMREQKBAB9++CGnn346Ho+H2NhYXC4X3bt35+WXX6a4uHiffYK2YUehl29++pUd27bQKNxgAn7cnnDanNCXBi3aEZmQQkKDpjRq2JS2zVtx1x1/p12Hjlx++RXYtu76IyIiIn/Mx+XTJc/p3BCHbsgjB5AWG07r1GhsA7NX54Q6HKmllBATEannli1bRrt27fjTn/5EXl4+9499mGeeGc9j/3ySuPhERo0aRdOmTZk2bVrlPsW+ABt2FfHr2o0snP4ZiZ6y8pRGzel++rkkN2oJTjcel5ukyDCSIsOJCA8nMiqaW0ffw7p1a/nqq69C1GIRERGpi/KK/UxfsQPQdEn5fQPapgAwc2V2iCOR2kqL6ouI1GPLli2jb9++pKU3YMpnX9GmTdsq2//0pwvYsmULjz7yAGeddRYfT55Ml94nsy23iGUL5rF2yU9YxoDloF33fqQ0aoGfsmmXHsvgsSDsNx/edurcjXbtj+OFF8YzePDgmmusiIiI1Glf/LodX9CmTVo07RvozoFycAPapvLS7PXMWpWNbRuNKJR9KCEmIlJPBYNBzj33XFLT0nnvvcn4/V42bFiHMYasrLLFatPSGmBZFrffMYak9IY8/dokbohOYdX82RTk7gYgO7eAkwYOJ6lhU3wG3A6IcBhKLLD2877DsixO7N2XWTM0QkxEREQO3ceLtwJlo8Os/b3JENlL92YJRHmc5BR6WbY9n46N4kIdktQySoiJiNRTX3zxBatWreKTT74kLi6OQMBPdHQMtm0TCJQtjJ+R0RxjWeT7bC6/8Q6mT/mABV9/AkB4RCTpLdoy+533OCUmgSAQ6TBEOcAy+0+GVQgPj6C4uKQGWikiIiLHgu15JcxbvwuAYV0ahjgaqQvCXE76tErm62VZfLM8Swkx2YfWEBMRqaeef/55OnfuQpeu3QBwudyEh0cQHh6B2+3G7XITdIWRazxs3L6dX7/9kjh32b4t2h3HWZeOJD2jJY1btqG4MJ84hyHGAc5D+MA2O3sHCQkJ1dg6EREROZZ8sngbxkDPZok0TogMdThSRww+Lh2AyYu3YYwJcTRS2yghJiJyDCkuLubVV1/l5ptv5pprruH222/nyy+/3O8dHWfNmsXQs87Z73GCBgoDNpt35rFg1lSWzfkab0kRLk8Yv6zbQusuPfHiIjmtAZtX/cqXb79CuOPgo8IqlJaW8s1Xn3PWWUOPtLkiIiJST3y8uOzuksO6anSYHLrBHdOJcDtZn1PEos25oQ5HahklxEREjgFFRUXceeedNG7cmKuvvppvvvmGJT8v4YMPPmDIkCG0adOG5557rvKTsWAwSHFxMfHxVUdp2caQ57PJ9QbZtnUz8758n5xtG7EsBy07dKF1t34E3OHklfiJ8rhonRrDSce3ZfIHb1OQn3dIsX75+Sfk5eVy/fXXH/V+EBERkWPPqqwClm/Px+20GHp8g1CHI3VIVJiLIR3LRol9uHBLiKOR2kYJMRGROm7Xrl0MGDCAl156iRFXjmDeD/OYOX0mn035jHnfz+Pzzz6nR48e3HbbbVx99dXYto3T6SQ8PJyC/HwAjDEUB2wyS4Ks3byZDcsWkrN1A8YOkpCSTt8hf6J15574HC7cnnDSIl20TI4iNtzN9ddfj9Pp5O47b6akuAivtxSvt5RAwE8g4K987fWWsnzZL/z7iYf505/Op2XLliHuOREREakLPl5Utph+/zapxEd6QhyN1DXndmsEwJQl2/EGgiGORmoTLaovIlKHBQIBhg8fzrp163jrzbeIi4vD6/UyY9YMABo1bERsbCw33XgTffv25a9//StpaWn885//pHfv3kz96gtGXHs9eT6bnLwC1vz8A9mb1wHgdLlo360PjVu0xWcsSoKGX376gRU/zKRji8dwOco+U2nYsCEffvghQ4cO5W9jbuZPF1xMo0ZNcbnKFhzL2r4Zv9/P0l+X8Mb/vUzr1q2ZOPGV0HSYiIiI1Cm2bZhcPl1yuKZLymHo0zKZtNgwsvK9zFiRzeDyEWMiSoiJiNRhn376KbNnz+azTz/jxF4nEggEsG0bv98PQKuWrXCUJ67at2tP5vZM/vn4P7n55pu5/oYbefCJcfy8fgsF2dvYtGIxdrDsU7PE1AakNmpGWrM2FNsQ5oAwfwnPPXYfY+68E5er6p+P0047jenTpzNixEjG3HELrVq3o0fPE/GEhbNrZzYzZ3xDQX4eQ4acycSJrxATE1OzHSUiIiJ10oJNu9maW0J0mIvT26eFOhypg5wOi+FdGzFh1jo+XLhFCTGppCmTIiJ12PPPP0+PHj3o168fbrebiIgIIiIi8Hg8eDyeytcREWV3jvzzqD8TERHJ6+99TPvepzLorGEsnjGFDUsXYAeDxCen0fOUoaQ0zMBv25SUlhJpe4kzpTz+wN0EfD6uvfba/cbSp08fVq5cwfvvv09G08ZM+/pzPnzvLRYv/JHLL7uUn3/+mffff0/JMBERETlkFdMlBx2XTrjbGeJopK46r2tjAGas3MHuIl+Io5HaQgkxEZE6KjMzk2+++YarR159SPWNMbgiY/jrfY+QlV/MzE/eI86U4LQMAdvQpE1HGjVrTV5BPrbTRXiYB3/2ZjLXLmPcvx7lhx/m8vrrr9OgwYEXs3U4HAwZMoRPPpnM+vXryczczooVK3jyySdp1arV0Wq6iIiI1JCZM2diWdbvfj300EN/6Lg//PADw4YNIzk5mfDwcNq0acPf//53ioqKKuv4Ajaf/bId0HRJOTJt02M4rmEs/qBhypKyKbi2bTNhwgR69+5NbGwsHo+Hxo0bc+mll7J48eLQBiw1QlMmRUTqqO3by94gtu/Q/nfrFvttdpUG2J6zixiXwWMXsWtHEU6XiwbNWvHZNzNZun03x3XsTJMG6UQQIGdXDjNnTGPq1M+xLIsXXniBCy64oLqbJSIiIrVIeno6I0aM2O+2YDDIG2+8AUC/fv0O+ZhvvvkmI0aMIBgM0q1bNzIyMliwYAGPPvooU6ZMYfbs2cTGxvLtqmxyi/2kxITRp2XyUWmP1F/ndWvM0m3L+GDhVi4/MYPzzz+fjz76iIiICPr160dcXBy//vorb7/9Nu+//z4ff/wxZ555ZqjDlmqkhJiIyDGsNGCT6wuwI7eANb8sZPOqpRhjY4yh1XGd6NyzD67wSDr0PoUVS3/lo7df48nJH1BaXPbpbEZGBnfffTdXX301KSkpIW6NiIiI1LR27drx6quv7nfbF198wRtvvEGTJk0YMGDAIR1vy5YtXHvttQSDQV5++WWuvrpspLvP52PkyJG8/fbb3HnnnUyYMIGPFpdNlzync0OcDutoNEfqsXM6N+TRz5ezeHMuL73xLh999BHNmjVjzpw5NGy4ZwTiE088wZgxY7jxxhtZv359CCOW6qYpkyIidVSjRo2wLItff/l1n20B25DvDbA6O595389h1sdvsmnlLxhjE3S42LCziO79z8DvDKc0YNMwPpqLBvdn8puvsmXTRtauXUtWVhbr1q1jzJgxSoaJiIjIPipGh1122WVY1qElrF599VVKS0s544wzKpNhAB6Ph2effZaYmBheeeUVNmzN5JtlWQAM79Lo6Acv9U5KTBgnty4bafjW5KkAXHfddVWSYQB33nkncXFxbNiwgR07dtR4nFJzlBATEamjUlNTGTx4MC9PfLmyzBu0ySrys6PQy/r165n50ZusX7qIYCBAQnIq3QcMYsHK9fQacDrFviCx4S5aJkXRNCGCSLcTy7JISkqiRYsWpKamVt6hUkRERGRvRUVFTJ48GYArrrjikPdbsGABwH5HlCUmJtKpUycCgQD/eultvAGbFilRdGwUe1RiFjm3W9ni+mt2eg9Yp2JdPKfTSVxcXE2FJiGg/3REROqwG264gUWLFvH1jJlkFflYk1PE/AU/sXLRPLK3biQY8BObkETv085kwFnns3LjNlIbZ9CzSyeaJ0bSIimK2HD3IX+qKyIiIgLw4YcfUlRURNeuXenQocMh71exaH5CQsJ+tyclJQHw5ex5AFzYvYnep8hRM7BDGjFhLgINjgdgwoQJbNu2rUqdJ554gtzcXC6//HLCwsJCEabUEK0hJiJShw04fSBX/fV2Ppr5PTvyi9m5dT0BX9knXp6wcDp060nDjJb4bJi3eAnTp31F327H06V5utbiEBERkcNWMV3yj4wOAyqXYdi4ceN+t1es2ZS5ZTMNT7Q4/4TGRxClSFXhbidnHt+ASd4APc4ZwfxPXqNVq1acfPLJxMbG8uuvv7JmzRpGjhzJ888/H+pwpZpphJiISB1jjKHQG2DT7mJWbNvNgAEDaJEQRtb6FQR8XlweD01btaVDt54EbFi48Cc++3ASr/znMZrHhzPm5huUDBMREZHDtn37dvTvKPsAAD8nSURBVKZNm4bT6eSSSy75Q/uefPLJALz99tv4fL4q23766Sd++eUXAGxfCQM7pJMcrRE6cnRd0L0syZp7/EX84/En8fv9TJ06lffee4/ly5eTkZHBGWecQURERIgjleqmEWIiInWEMYYCb4CdxT6279jJml8XsXnVUgJ+Pw7AcrrZlLWTLTtyaJLrIyZ+B9nbt7Jk/lyiHIY/X3sNI0eO1LQDEREROSJvv/02wWCQwYMHk56e/of2veyyy/jHP/7Bpk2bOOecc3jyySfJyMjg+++/Z9SoUbhcLgKBAFgOLu3VtJpaIPXZCRkJHJ8eyfQJY7l/1VzuvffvXHXVVSQlJfHTTz9x8803c9lll7F161buvPPOUIcr1UgJMRGRWi5oG/JK/ewq8rFl2zZWL1nA9vWrMcYAEJ+UwvHdT6RRi1YU+wKsXL2WbZs2sGvrBlomR/PnJx6lb9++SoSJiIjIUXG40yUBoqOjmTJlCmeddRZTp05l6tSpldtatWpFj7Ov5PuPXiEpMYE+LZOOWswiFSzLInblFIpXzCb5xOHc/ff7ifA4ATjllFP47LPP6NChAw888ABXXXUVycnJIY5YqosSYiIitZQ3YJNX4ie7qJSN69axfukicrZtrtye3rgp7bt0J61JBqUBm0JvkAiPi1N7dCLh5BNwOzUrXkRERI6u5cuXs2jRIqKjoxk+fPhhHaNz586sXLmSd999l4ULFxIMBunWrRstep3B8D/fBcDQ/j31YZ5Umx+++hgAZ8vevPb9Bq7v37JyW9OmTenVqxfTp09nwYIFDBo0KERRSnVTQkxEpBYxxlDkC5Jb4iMrt4C1y5eyacUSivLzgLJPtJq2akuHrt2JS0ql2B+k0BskMsxFozgP8RFuXA4lwkRERKR6vP766wCcd955REZGHvZxIiMjGTlyJCNHjgQgr9jPOc99h3frcgCuPO/MI45V5EC2bNkCgCMsihdmruWSnk2Ji3BXbo+LiwNg9+7dIYlPaoYSYiIitYA/aJNfGmBXsY9tWVmsX/ozW9asIBjwA+D2hNGyfUfadupGWFQ0JX6bIl+Q6DAnSVFhxIe7tVC+iIiIVCtjDG+99RZweNMlDyQzr5Tr31jA6uVL8W7+lfYdOnDSSScdteOL/FZ6ejqbNm0ioXgzeSXNePHbtdw5qB0AwWCQRYsWAdCsWbMQRinVTQkxEZEQqRwNVuonJ7+IDatXsXnVr+zK2l5ZJy4xibbHd6VZm/YEHU5K/TZWwJAQ4SYxykNMmAuHphOIiIhIDZg9ezYbN26kUaNGnHrqqQet++yzz/Lss89y7rnn8thjj1XZtnjxYjp27EhpEMbPXMv/vltHwfaN7Jz8GBaG5559tjqbIcLw4cP573//y44Zr+M5pwWvfOdkRJ9mJEW6+dvf/saGDRvIyMige/fuoQ5VqpESYiIiNcwbCJJfGmB3sY9tmZlsWPEr29auwF9+63HLsmjcvCVtju9KcoPGeIM2RUFDmAXpMWEkRHqIdDu1roaIiIjUqIrF9C+99FIcv7NEQ05ODitXrmT79u37bLv11ltZunQZdmJTSp3RBAuy8W1bidNhMWHCBE455ZRqiV+kwv3338/UqVNZuXIljol/ZWfDdvSfloYvay3r1q0jIiKCV155BZdLKZNjmc6uiEgNCNg2Bd5A2SL5u/PZsHoFW9euIC9nR2WdqJhYWnU4nhbtO+IKj6TUb1Pst4nwOGkY6yE23E2YS+uDiYiISM3zer28//77AFx++eVHdKxLL72M+/79Aru2rMF4i0hMSmbQxRdx55130qVLl6MQrcjBJSUlMX/+fP7973/z5qT3Wbt2FSu2LKNRwwaMGDGCMWPG0L59+1CHKdVMCTERkWoStA2FvgAFpX52FpSwacM6tq5Zzo4tGzG2DYDlcNCkeStadTie1EZN8QYNvqCNCZZNi0yILJsWqfXBREREJJTCwsLYtWvXIdd/4IEHeOCBB/a7LfGEIUSc25A2bief/rUvrVKjj1KUIocuJiam8jq94uV5zF6dw3ndGjHuwi6hDk1qiBJiIiJHUdA2FPkCFHgD7CosZevmjWxdt4qsjWsrp0QCJKWm07xtB5q2aoPDE4E3YFPot4lwO0iNjiA2wk2k2xnCloiIiIgcfUXeAP+augKAW05vrWSY1Aq3D2zL7NU5fLxoKzcMaEmr1JhQhyQ1QAkxEZEjlF9YxMeffcHXs77DuCNIjIslLtxFhMMGO1hZLzI6muZtOtC8bQei4hIoDdh4bYPHNiRGekiIcBOt0WAiIiJyDHth5lqy8r00SYxgZJ9moQ5HBIAuTeI5o0MaXy/LYuwnS/m/q3vpPXk9oISYiEg5Ywxz5szhxRdfZPmyZXi9XhKTkhg2bBgjR44kISGhsq43YJNfUjbi69YHHicqPIy2LZrjDJRi7CDgBxt8/gDOiChOH3I2qY2a4CufElkasIn0OEmIKJsSGa7RYCIiInKM27SzmBdnrwPg3qEd9P5HapUxg9vx3eoc5qzZySUv/sBVJzXj9A5puJ1aw/dYpTMrIgLMnz+fLp07069fP+Z8+y0dWjTnxM6diHI5GTNmDE2aNuXue8eSmVfMmpxClmzewaSPP2P9+vW0TAynQaSFw1eEsYO43R6aNm9Jjz79ady6I6u372Lq7B8oKPXjdlo0igundUo0rZOjSYkO05tBEREROeaV+ILc+NZCfAGbk1olMbBDWqhDEqmiVWo0T13chXC3gx837OIvby7k7Ge+Y9PO4lCHJtVEI8REpF4oLi5m8uTJrFu3jkAgQFpaGueeey5paWnMnDmToUOHclybNkyaMJ4+PbrjcDjwGQufscjKL+SHpStZsXYd4198iYSocHKzMyuPbQFuj4f4+EQshwNPeDhxSWkU+QKkJCdxzhmn8Z+n/4M/ezOPPTRWw69FRESkXjHGcMf7P/PL1jwSozz887xOWJbeD0ntM+i4dL6+rT9vztvEpPmbWJFZwCUv/cDHN55ESkxYqMOTo0wJMalRO3fuZOLEiXzw3ntkZ2fj8Xho264df77uOgYNGoTDoUGLcnTt2LGDxx9/nIkTJ7J7926SExNxOhzszM3l5ptvZsiQIcyYMYMeXToz7h+PsLOomCWbt7M9Zye+QBCn201xQT6+glyaxrqhOJfc8g+JvP4gTRs3pG2nbkTHJuCzDZvWrcUCGjTJIM7jINJlERvmYnn343ly3BP87Y5biY+PD2WXiIiIiNSoZ6av4bMl23E7LV64rBtNEiNDHZLIATVJjOTuIe246qRmXDThezbsLOamtxbyxrW9NH3yGKOzKTUiEAgwevRoGjVsyN/uvhvWrqNDqZdmufn8PH0GZ555Jq1atGDatGmhDlWOIatXr6ZXz57832uvctmwc/jug/dYMOVTfvxkMgs/n8LY20ezfvM22nftxeNPT6AwKol8y8OWXbns2JHJju2b2b5pHXm7cwgEAjgcTpzucNZuy+bHFRtp0q4zDRo0ICw+DTwRRIWHkxjpJj3aQ4ekCJrFR5IaHUG4283Iyy/D7/fz2muvhbpbRERERGrMt6uy+c83qwB4eFhHerVICnFEIocmLTac/43oQXSYi3nrd/HPL1aEOiQ5yjRCTKpdIBDg/D/9iSlTpnB+kwxOadCQGJe7crsxhnVFRXycuYWzhg7lnUmTGDZsWAgjlmNBdnY2gwYOxGVZvPv881huN8UGZi5dThCIS0yheZdeDHRFEh8Tw9w5M8nP3Q2YKseJi0sgNa0BqWnpJCSmUOD1s/r9D0iOdXDccR3ZvWkFDcItYjwWHsuixFU2/N/5m2kA6ampnNKvH1OnTuWWW26poV4QERERCZ2s/FJunbQYY+CSnk25uGfTUIck8oe0So3myQs6c/0bC3j5u/V0ahzHsC6NQh2WHCVKiEm1u++++5jy6afc3rodHTIyKI2LpQCL4oQ4ACJ355GK4doWzflo6a9cfNFFLFy0iPbt24c4cqmrjDH857/P4IyIZuLTTxMdl0Bh0FBUWEhRTi4lJUVk566ipKiIGBcES/LJLynbNyoqmuTkVCyHg6joGDJatiNoOQhi4QWiI11EBb189dUX/OumEXy/CZI8Fi6XhW0ffC2M1JRk1m3eUv0dICIiIhJixhju+fAXdhX56NAglrFndwh1SCKHZXDHdG4Y0JLnZ65lzAdLaJMWQ/sGsaEOS44CJcSkWuXn5/Pfp5/mnAaNOCEhEbuwCHdJKcaysMvnX0dn7cAyZaNyLo9PZIG1gaeffprx48eHMnSpI4wx+IMGb9DGGwhS6g+SW+xlW4nh6r/czLqduylYu5a8XTn4/b599i8u9dK2TTvS0huQlJSKOyKybC2wDeuwgSAQ4bCJsgzhlk24ZTA7t7Jp5VKM3/uHYi0uLiYqKuroNFxERESkFntvwRamr9iBx+kov3Of7qotddftA9vyy9Y8Zq/O4YY3F/LFLf10TR8DlBCTavX666/jLS1lYFr6IdX3OBycmpTM6//3fzz++OPExcVVc4RSlwTtssSXL2DjC9qU+oMU+YIUFhayM3sHeTvLvnK2baV5jAvfrm2s37Wtcn/LsoiIiCQqKoqMjJZk78rjg2kzGDS8G2EREdhAAIMHmxgriNsBzVw+wn6zeKbP58MA07+dTWRS8iHFXlJSwqw5c7n6mmuOYo+IiIiI1D7bckt4+NNlAIwe2IY2aTEhjkjkyDgdFv+9uCuDn/6W9TlFPD9jDaMHtg11WHKElBCTavXJ5Ml0jI0j0VN2i1pvdBSlcbEYyyI/PQ0Ay7YrR4iF5+UzICWV97duZsaMGQwfPjxUoUsIBWyDL2jjL098eQM2Jf4AJV4/ubt3kbszh/zdOynYlUP+rmxKi4v2e5yoqGji4xNJiE8gISGRyJg4tmzdTBCLmLQmmKgEwiIi2LxhHb2Pa0u4wxBmGZx2kGJn2TXp/s0sSGMMc+b/RHx8PBPffIsbb775kNr0waefsmv3bq677roj6hsRERGR2sy2DXe89zMF3gBdm8Yzql+LUIckclQkRHkYe/Zx3PDmQl6YtZZzujSiVWp0qMOSI6CEmFSrrMxMkj1hFAcCzN6ZzfYtGwk6nES53XSO6U+0y010VjYO2wbAEQwSVp4827VrVyhDr5O2bdtGVlYWDoeDRo0akZx8aKOX9se2bRyOQ7sR7fbt21m+fDklJSUkJCRwwgknEBYWdvDjG4M/aOMLlj36KxNfQbw+P7m5u8nfvYvC3F0U5O6icPdOCvJ2Y8qvld+KiU8gMTmVhOQU1m3awrdzfuCem/9KEItg+Q11A3YQgHCCpOClaayLXUvn89KCbznn//bc/fFgS4HNmT+flWvXcu+99/Lvf//7kBJiWdnZPPLkvxk8eDCtWrX63foiIiIiddXEuRuYu3YnEW4n/76gM07HwddYFalLhnRM55S2KcxYmc29H//CW9eeiEPXeJ2lhJhUq927d5OVn8f1i+YTMIZG4RF4HA52BwKwexdRLhdJmdvok7Dn9sul5QkPv98fqrDrFL/fz0cffcRzzz3Lt9/Orix3OBycffbZ3HjjjZx++ulY1sF/URtjmD17Ns8/9xxffvklefn5hIeF0blzZ/5yww1ceOGFREREVKk/c+ZMnnv2WT6ePJlgMFi5LSU5mWtGjWLUn68nvWEjAraNP2jw22XTHUv9QbxBm8KCAgpyd1OYl0th/m6K83MpzN1NcUEexpj9hYnb4yEuMZn4xGQSklNISE4hJjEZy+kmYNsEbEOBFUHksjUUFJcQHxlBBF482LgJ4MOHA0jEhwMHl545hFH3/I0vZ8xg8CmnHLSPvD4f/3jqv7Rv144HH3yQzZs3A/D2hx9w3tlnY4zBV37dFpeW4rAcrN+4gZF/uQF/IMiECRMOenwRERGRuuzzX7bz2OfLAfj70Pa0SNHoGTm2WJbFQ8M6csZ/ZvHDul3cMmkxf+7XgvYNYnA5D20wgdQeSohJtdm4cSOZmZmEO52c26wF/VJSiHeXjRoKWhar4xPI9JYyfuN6thQVcWHjstsw/5qfC0BBQUGoQq8zsrKyOGvoUH5esoRuLVrwwIXn0yQxCYNhVWYmny3+meHDhzNw4EDefPNNIiMj93ucrVu3ct655/Lj/Pk0S0/j8n59SYqNodTnY87yFYwcOZI7br+dN958k0GDBhEIBLj9zrt44823aNeqJWNvvpXjW7fC7Ykg1x9g2dbtrMvZxf3jXuDMMwcTHxtDUX4exQV5lBTmU1yQT3F+HsFg4IBtc7k9xCUkEpeYRGx8AvFJKcQmJhEWGU3QlK0nFjSAAT/gMoZwl5Moj5PETm352w1X0czO59YRV1Qe08bmt3+mzjrtVIYMGMDVt93Oy+P+zYCT+mDbNj5/WWwlXi8Oh4Oi4mL++vd7+XnZMqZPn47D4eC5557jm2++4Z//eZrJX0ylX+/etGjWDKfLycrVq5n7448sXb6CyOgYPpr8CU2b6lbjIiIicuz5bnUOz89cw9y1OwE4t2sjLuul9z1ybGqSGMkT53fmlncW8enP2/j0521EepwMPb4BfzuzPQlRnlCHKIdICbFyzz33HP/617/IzMykc+fOPPPMM/Ts2XO/dQcMGMCsWbP2KT/zzDP57LPPqjvUOqGgoIDBAwcS63Dy9xNPIiIlGbDISihbJD88N5+o2FhaEsslx3Xk1YULiHO7GZTWgK+yMnEACQkJIW1DbZebm8upp5zCjq1befraq0lNT8cY2F2+vUd6A3p06cKq7Zm89MWXnHvuuUyZMgW3213lONu2beOkPr3xFhYx/qYb6dyuLcbpAsuB7XBy9pCzySos4uOfFvDIfydQ5I5l1dr1bCuGv/39AeIiwvAH/KwpLMS2C7Asi+hIF+0bJGCMzep5Mw/YBsvhIDo2jpi4BGLj48sfE4hOSMQTHrkn8WUDGIxl4bfB5bCIDHcR4XIQ7nYS5nLgcTpwV34qE8nAAf2YOOkdrvnTucREH/jTSafTyQv/eIiew87ljn88wsknncRJPbrTunlzXC4X3/+8hPmLFvHDosVs27aNTz75hD59+gDg8ZT9sXvppZd45ZVXeOzJJ6uMlOvQoQPXXHMNF198MfHx8X/sBIuIiIjUcruKfDw8ZRkfLdoKgMOCa/o2Z8zgdr87O+FIZWdnV+vxpW5LSUmp1uOf07khDeLCmTBrLT+u30V+aYD3Fmxh7tqdTLjiBDo20s3h6gIlxIBJkyYxevRoxo8fT69evXjqqacYNGgQK1euJDU1dZ/6H374IT6fr/L1zp076dy5MxdccEFNhl2rTZw4kdVr1vBkx86k+/zYmTswloVdnrCI2ZFNcWI8AGdERLMpJY13t2wi0e3h57xcAKKiokIUfd0wZswYtmzcyEvXjKRpcgpBwAYq0jGpWFhOB6kZGcQNPYt/TPmMF155jSuuuJKgMQRtQ8A23PvPp+hy8iCuGjwYLFhVUkQgGCS/MB/bGNxuD7YxdOnSieaFRcyf8SVOCzo2jKMwN4vC3IPHGbQNvkCQNu3aExMXT1RsHDGxcUTFxhIeFYttWdi2IWBTPk3SwrbYk/gKc1ZJeoW5yhJfjt95kzVmzBjef/99Rt45hpef+CdhnjBsY+MPlI/88vlwWA4Mhn+99D927NzJrbfeys+LF3P3gw9VOVZsbCyXXnop119/Pa1bt97ne/Xv35/TTz+dnTt3snHjRnw+H8nJybRs2bLa3wyKiIiI1DR/0OajRVv55xcr2FXkw2HBFSdmMOrkFjRO2P+MhKNtf/+niVQ40PIrR1OPZon0aJaIbRvmb9jFmA+WsGFnMX96YS73ndWBi3s00TTKWk4JMWDcuHGMGjWKq666CoDx48fz2Wef8corr3D33XfvUz8xMbHK63feeYfIyEglxMoZY3jumWfolZBEw4hIsG0cto2xLCzbxvxmoXbb6eTsZs35oaiAZzespXlkFOuLi+jcuXOIWhB6xhhss+fRNqb8q+x5bn4+s+cv4rqLLiOtXSdKHQ6Mw0XQ6cJfUoRxOCiOTwbLQcDYNGzShmsbtmBD1i5m/TAfv7cUb2kJebt3kRwbQZsGSazYvAafz4dt9r9oPYATcLr2nD/Lsgh3e/C43RgDLqeT5Lh4IsLCCfOEERYWwY78Qt6d/R3dB7alRcsWlP1tssACv23hdIDH5STuNyO9PE7rkBJfB9K6dWsmT57MWWedxYg7x3De0KF07tAOt6tshNz6zExWb9jIrB/mMeO773jqqae45ZZbAFi2bBkrVqygtLSUpKQk+vXrd8DppntLSkoiKSnpd+uJiIiI1DWZeaV8uyqbHzfs4rvVOWTmlwLQNi2Gx8/vRJcm8aENUCREHA6LXi2SmHxTX259Z1H5gvu/8sqc9dx6ehvO7JiuxFgtVe8TYj6fjwULFnDPPfdUljkcDk4//XS+//77QzrGyy+/zMUXX3zQEU1erxev11v5Oj8/HyhbEP1YWzx+4cKFbN66lUvatAfPXvOnLQhERuIPD8eyLByUJTqKGqYTYWBQVDirNm/BWVDAGX1606pVq1rdN7YxGAP+QMUi6j6c/iCmYht7JbQoq2sMlUktU/4YtE35IwRtmyBgbFN+HJuA34/P68Pn9+L3+fD7fKxfs4bTh5xFi0YNWIEh6A8QDJbi9/vx+rzYJsjGnCyCeyW3XEAc8PPsb6q0I9rtwOcrrVJmUTaV0OlwEhUWVpb0crnxuN0s3biZNdt3MPLMwWV3BHU4CWKRuTMLg0ViagMclgMoa1dqcjgNEuKZO3Ma3Y9rjdvpwO20cDss3A4HLqdjP3cfKuusYMAmyOHr06cP3377LWPvv5/H/vtf4mJjad0sA6fTyZbMTLZuz6Rt27Y888wznHPOOZXXW+vWrfcZCba/a7GirDZfp1I9dO7rJ5332k/nRuToK/UHefDTpbwzfzN7D7pJjg5jVL/mXHVSczwu/bMvEhfh5uURPXhlznqem7GGddlF3Pz2Ip5IiOCavs05/4TGxIS7f/9AUmMsUxNjCWuxbdu20ahRI+bOnUvv3r0ry++66y5mzZrFvHnzDrr/jz/+SK9evZg3b94B1xwDeOCBB3jwwQf3KX/rrbcOaeTJscAYQ3Z2NsYYEhIS2L27bLWrxMTEymllDocDh6Pu/UE1xmDbduXj730Fg8EDlv328WhwOBw4nU5cLhcul6vK872/3G43LpcLy7LYtWsXUDbq6VDuULlz585Dri8iIlIdiouLufTSS8nLyyM2NjbU4YjUasYYNuwsJqfQS9v0GGL38496TqGXa1/7icWbcwHo0iSevq2SOSEjgd4tkwh3O2s46j30flMOJtRpjoJSPxPnbGDinPXsLi77sCY6zMVlJzblxlNa7ffnTWqeEmJHmBC77rrr+P7771myZMlB6+1vhFiTJk3Iycmp9jdstjHklfqx9zrTvz3rZq8npvyV2W8FKkc+mcry8tFP5dsXLFzIc88+x5XNWxLhdJWtrmlZGIdFrsvCWBYxBgrKy2NxguXk14I81hcX0bFTZ4YNG0bZOKWqsZSNrLKxg2VJJGOXPQ/awb1eV002Be0gdjCIsYPl+wXL61S8DuzZJxjEDgb21AnaZa+DZa+DwQDB8tfBQAA7GCh7PEqJqwOxLAu3Jwy3x4Pb7WHn7t34SktpmpiEy+HA6XDgcjhxOiyKfF4cloPkqFjcbhdOlxvL4QKHg/fmL6BL9x706XsSxhheeXkibRo2oF3jxmXfx9hYxgbbZsfOLCxj0yAuHlcgiCPox2EH2ZGTw+gJE3jwysvonNEEyw6CbdhQWARAs+iofaY5vvzFF3ww53vWrFtXrf1U0/x+P19//TVnnHHGPjcrkGObzn39pPNe++Xn55OcnKyEmMjvWJtdyAOfLGX26hwAIj1OLurRhGv6Nq9cA2zx5lz+8sYCtueVEhfh5oXLutGnVXIow65Ci+rLwVT3ovqHqsQX5P2FW3h1znrWZpf9v5Qc7eGOgW25oHuT/cyUkZpU76dMJicn43Q6ycrKqlKelZVFenr6QfctKirinXfe4aGHHjpoPYCwsDDCwsL2KXe73dX6ptrn87F4yS9k5pcStG3KklcG7LLEV1k+tPzRmPKpente2xXlpqLMrnxeuc/eZbahpKSYbp3as90ThsfhKKtDWRLNT9mUwt2VERp2E8AQwB3rpnVsAmGluXz5zqt7Ely2XZYEK39d2zldLpxOF06XC5fbjcvlLnssH33ldLlxuz2VZW63B2f5o9vjxu0Jw+Vy4/R4yvf14HC5MFiVichPp0whZ906mme0wTgcGKyy9KExBHaXvTnwxCfhADB22TkIBtmdl4fLMiRGReByWiz7aQ7RTRvTJ7wXlh3EYQexbBuCAUqKi7CApNK8KgmuTZmbWb9qOZEBL55g2QL1NgZHedrSieG3Y/y27cgmIjLymP0Hsrp/jqX20rmvn3Teay+dF5GDK/YFeG7GGl78dh3+oMHlsEiM8rCjwMvEORv4v+830rtFEpYFc9bkYBtokRzFSyO60zLlwHftDoXakvAQOZgIj5MrTszg8l5NmbZ8B49+sZx12UXc/eEvPD1tNcc1jKN5ciTNk6NpnhxF8+Qo0mLDNAKyhtT7hJjH4+GEE05g2rRpDB8+HADbtpk2bRo33XTTQfd977338Hq9XH755TUQ6eEpLi7my8+m1Pj3jfU48RPA/wfyV67yqZIlhQV/+Ps5HE4cTkfZo8OBVT5F0OF0Vtm2p8yB0+kqm6LpdJYnsMq2OR1OHOXTCiuTW+XPHY6KMicOlxunywUGNv4yn1bd++IOCwcsytOMlSPxTGVS8Dcj7LDKh+vtGQ1XVlye4LIgaFnYNliWwbIsnECLpk34+rMp9EtNID0qEkcwiGUHMcEAhaUlYAxxeTtwGhvLtrHsILN+XcpHb73N2JuvpXlS2Xp3cW745LNPuLxjmyq/dG1jONCv4Jm//Irb5aJZWtohnZtSn48v5//EqOuvP+TzKSIiIiKHzh+0CQQNEZ79T2G0bcMHC7fw5Fcrycovm7UyoG0KD55zHE0TI5m9OocXv13Hd2ty+G5NTuV+Qzs14LHzjtf0LpEjZFkWp3dIo3/bFP7v+408/c0qtueVsj2vdJ+6kR4nrVOjObVdGoM7ptMmLVoJsmpS7xNiAKNHj2bEiBF0796dnj178tRTT1FUVFR518krr7ySRo0a8dhjj1XZ7+WXX2b48OG1+q5ybrebFi1bUuSzcTkdWJZV+YUFlvWbMsByOLAoL3NYZWOPrL1eW1bV/Rx7njssB5bDYs2atSz4aQFd4uOJcrmwyhNBpeV/oyOD4CjP/1jG8HNeLjuNzfV/uQGX21WZ1Cr7PmXPK8scjrJF2yvWG7PKYqxIJxn2zN+sLDN7bYMqUzyN2WuLAazyJFVFRsqq2Ln8eXkdi7Iqth3A5XJhO1wEbMAqHyFlWTgsyr/K7pbodJSVOSufl31ZFuXP+c3rPWUOx56yVokncuuVF/DBtjWMOXto5fm2zZ4fajdl37vC+/Pm0ad37yp377zhhhsYPHgwi9etp2vLFr97PfkDAd6fOxfbtvEFgxz4NhJ7TPl+HnmFhVyvhJiIiIjIYSv2Bcgr8eN0WLgcDrILvHy3Jocvf93Ook25BGxDo/gIejRLYEDbVNqmxxC0DfM37OKNHzZWTtdqnBDBfWd1YGCHtMr3/ye3SeHkNimsyipgwcbd2MbQPSORtukxoWyyyDHH7XRwTd/mXNarKQs37mZtdiHrc4pZn1PI+pwiNu8uodgX5Octefy8JY//fLOK5slR9GyWSHykm9gIN3ERex5jwl0UeQNkF3jZWegjMcpDm7QY2qRHE+baN0FujMEbsAlzOZRkQwkxAC666CKys7O5//77yczMpEuXLnz55ZeklY+A2bRp0z4Lva9cuZLvvvuOr776KhQhH7KoqCj+dOHFrMwuBFOW64HfrA+2V4H5zZb91Ssbz1SWUDOYynwRQMWwouQWHdi4q4hVefmcEBtHpMsJBuxAMWAR6Yooy9YYWFtcSK7tYNAZZxCZ0nDvw5Q97vNzamFXtGOvxc+svavulbByWGWvHRWvy5N85UuY7ZOAKq9eluTbz3MHVpUyO+BnC9A6KQqPx1O5zVHWRdXyi8bj8XDLrbdy77330rt1K05q25YgZQmxQHkdH1ROXXzvh3nMX7uOD574V5XjnHHGGbRu1YrHP/iIV265icj9TOvd23Offc6ugkJioqO57fnxPHvzX3G7XdjG4C+fzuoNBiunWK7evIXH35nE+eefT8uWLY9eB4iIiMgxa+Gm3Tzx5QrcTgcuh4Wr/A7VLkfF6/Ky8m0uZ9mdq2HPCP09I/PLXlTc4Xvv8v2N5N/7vaHTssreN1Y8L39dsRyIXX438bJVRMrL7D3bKsrt8u9nl78O2mV3F7crliApV/HesuwFYGB3sY+sfC/b80oqF+Y+mK25JWxdXMLHi7ftsy0m3MVNp7RiRJ9mB1wMv01aDG3SlAQTqW7hbid9WiXvsy6fP2izeVcxCzbuZurSTL5dncP6nCLW5xT9oeO7nWXToWPC3Tgs8AVsCr1Bcot9BGyDw4LEKA8N4iJoEBdOdJiLoDEEbEMwaAgaUzaIw2nhLh8UE7TLym277PfYb3MF+1udPszlKPtyOwl3OwhzOSvSAJW/IwO2odgXpMgboE/LJC7u2fSPdeYRUEKs3E033XTAKZIzZ87cp6xt27Yhv3PFoXI7HSREeMrWA4Mqf2grkjzlKS722lRZXlmPqsmdvZNVVsUR9no96pJzueWmv7KsqIAu6Q1oHhVFlNMJxlBgDNtLSlhbVMjSrVu54oorGda/555E2F5vCKzKY1p7PS9PVP0mPvZOYv0m3uriLx/qFuZ24q7BW07fdddd/PTTT9w96T1uHnYO3Tt0wON2Vf5Q7wCKvV6+X72Wjxf/zN133815551X5RgOh4N333uPfn37ct1zL/DPkSNIjo/DNoZA+fXitW38/gAvf/0Nb8z8lieffJLu3bszZPBg7nh5IhcMPJ2MtLTKN6LbSkrxBQIsWbuO16d8RrvjjuOVV16psX4RERGRum1noY8f1u0KdRi1ksthVSbiwt0OejRL5JS2qZzRIY3YcDe/bM1jztoc5qzJYevuEgK2oUODWAYdl8afTmhMjKY+itRqbqeDFinRtEiJ5oLuTSj0Bpi5cgfrsovIL/GTV/6VX+onryRAfomf6DAXKTFh5esBlrIis4DcYj9Z+d7KKdK/ZRvIKfSRU+jjl615NdzKA4twO5UQk6PL7XTQLDGyxr9vSnRj3n39FR566CHeeustCgsLSYuKwmVZ5Pl8FPp8nNC1Kw/8bUzl+m1y6JxOJ5MmTeKWW27h2f/9j9gZMzmlfTsykpMI2jarM7P4duUqHA4Hd99zD3fdddd+j9OlSxemz5jB2WedxbUTXmJA9+50apZBdEQ4vkCA6dsy+Xn9ekr9fh577DFGjx4NwMxZsxhx5ZXc9Z+nadGgAT3btSXM7WFnQT4zf15CYXEx55x9Ni/9739ER9euRVhFRESk9jq+URzPXNKVgG3jDxoCQbPXc5uAbSrXzPLbZY+BYNlI9YoPQytGef12tD8VI8DY8+FqRb2KT14rRnHtPaLLLh9lFrRNlVFkv511UHF8x17b9iyjYVXOVnA6LJzWng97y75v1eU9AOIj3aTGhpMeG06jhIjKtbzs8tvHO35zh7q+rZPp27r23AlSRI5MdJiLszo1/EP7GGPYllfK7iIf+aV+MOBxOYjwOEmM8hAd5qLEF2RHgbd8HbMSvH67bDRs+chbp2WVjRgL2uW/A03lEkB7L/3zW7/9neYLBPEGbEr9Nt5AkFK/XXksq2J5IYdFlMdFpMdJhwY1e4doy9SVYU7HmPz8fOLi4urNbcGLiop47733WL58OaWlpSQmJnLOOefQtWvXUId2xPx+P59//jlnnnlmyO5utXHjRl588UXefOMNsrKycDqdNG3alKuvuYarrrrqkNa5y8/P5/XXX+d/L73EqtWrK8vj4+K49LLLGDFiBG3btq3SRmMM06dP54Xnn2fJkiWUlJQQHx/P0LPO4rrrrqN58+bV0t7aojacewkNnfv6See99qtv769ERETk8GmEmNSIqKgoRo4cGeowjlkZGRk88sgjPPLII4d9jNjYWG688UZuuOEGtmzZQm5uLpGRkTRu3JiwA6wtZlkWp512Gqeddtphf18RERERERGRmqaEmIhUYVkWTZo0oUmTJqEORURERERERKRa1NwK4CIiIiIiIiIiIrWAEmIiIiIiIiIiIlKvKCEmIiIiIiIiIiL1ihJiIiIiIiIiIiJSryghJiIiIiIiIiIi9YoSYiIiIiIiIiIiUq8oISYiIiIiIiIiIvWKEmIiIiIiIiIiIlKvKCEmIiIiIiIiIiL1ihJiIiIiIiIiIiJSryghJiIiIiIiIiIi9YoSYiIiIiIiIiIiUq8oISYiIiIiIiIiIvWKK9QB1FfGGADy8/NDHIkcKb/fT3FxMfn5+bjd7lCHIzVI577+0rmvn3Tea7+K91UV77OkZhlj8Pl8oQ5DREQEAI/Hg2VZB9yuhFiIFBQUANCkSZMQRyIiIiJybCkoKCAuLi7UYdQ7Pp+Pf/7zn6EOQ0REBIC7776bsLCwA263jD5CCwnbttm2bRsxMTEHzVhK7Zefn0+TJk3YvHkzsbGxoQ5HapDOff2lc18/6bzXfsYYCgoKaNiwIQ6HVgapacfSCLHMzExeffVVRo4cSXp6eqjDqTPUb4dH/XZ41G+Hpz71m0aI1VIOh4PGjRuHOgw5imJjY/UPUj2lc19/6dzXTzrvtZtGhoWOZVkH/SS+LvF4PJWPx0qbaoL67fCo3w6P+u3wqN/20EdnIiIiIiIiIiJSryghJiIiIiIispfo6Gj69+9PdHR0qEOpU9Rvh0f9dnjUb4dH/baHpkyKHKGwsDDGjh1b74eb1kc69/WXzn39pPMuUn/ExMQwYMCAUIdR56jfDo/67fCo3w6P+m0PLaovIiIiIiIiIiL1iqZMioiIiIiIiIhIvaKEmIiIiIiIiIiI1CtKiImIiIiIiIiISL2ihJiIiIiIiNR5r776KpZlHfTrtNNOO6Rj5ebmcv/999OpUydiYmJITk6mR48ePPvss5SWlu5Tv1mzZgf8nrV98eqj2W9btmzhuuuuo2nTpng8Hho2bMhVV13F5s2bD7jP/PnzOfPMM4mPjycqKooTTzyRd99992g1r9qEst/q8vUGYIzhww8/5JRTTqFBgwZERkbStm1brrvuOtatW3fIx7Ftm2eeeYbjjz+eiIgIUlJSuOSSSw56jKlTp9K/f39iYmKIjY3llFNOYdq0aUejWdUuVP12sGt85MiRR6l1oaFF9UWOwNatWxkzZgxffPEFxcXFtGrViokTJ9K9e/dQhybVqFmzZmzcuHGf8htuuIHnnnsuBBFJTQgGgzzwwAO88cYbZGZm0rBhQ0aOHMm9996LZVmhDk+qWUFBAffddx8fffQRO3bsoGvXrjz99NP06NEj1KGJSLnFixfz8ccf73fb+++/z9KlS3n88ce56667Dnqc3NxcTjjhBNatW0ffvn3p1asXXq+XL774grVr13Lqqafy9ddf43DsGVvQrFkzcnNzufXWW/c5XrNmzWr1P41Hq9/Wrl1Lnz592LFjBwMHDqRTp06sXr2aTz75hJSUFObOnUvLli2r7DNjxgwGDRpEeHg4F198MTExMXzwwQds3LiRJ598kttvv/1oNfOoC2W/1eXrDeD2229n3LhxNGjQgGHDhhEbG8vPP//MV199RXR0NHPnzqVjx46/e5xRo0bxv//9j+OOO46hQ4eybds23n33XaKjo/nhhx9o3bp1lfpvvPEGV1xxBSkpKVx00UUATJo0iZycHN59913OP//8amnv0RKqfrMsi4yMjP1eV126dGH48OFHqYUhYETksOzatctkZGSYkSNHmnnz5pl169aZqVOnmjVr1oQ6NKlmO3bsMNu3b6/8+vrrrw1gZsyYEerQpBo98sgjJikpyUyZMsWsX7/evPfeeyY6Oto8/fTToQ5NasCFF15oOnToYGbNmmVWr15txo4da2JjY82WLVtCHZqI/A6v12uSkpKMy+UymZmZv1v/8ccfN4C59dZb9zlO9+7dDWBmzZpVZVtGRobJyMg4mmGH3B/tt6FDhxpgn7+L7777rgHMoEGDqpT7/X7TsmVLExYWZhYtWlRZnpuba9q0aWM8Ho/ZsGHDUWlLTarufjOmbl9v27dvNw6Hw2RkZJjc3Nwq28aNG2cAc9VVV/3ucaZPn24Ac/LJJxuv11tZ/vnnnxvADBw4sEr9Xbt2mfj4eJOcnGw2b95cWb5582aTnJxskpOTTX5+/hG2rvqEqt+MMQYw/fv3P+I21EZKiIkcpjFjxpi+ffuGOgypBW655RbTsmVLY9t2qEORajR06FBz9dVXVyk777zzzGWXXRaiiKSmFBcXG6fTaaZMmVKlvFu3bubvf/97iKISkUM1adIkA5jhw4cfUv3rrrvOAOarr77aZ9vf/vY3A5j333+/SnldTlAcyB/pt5KSEuNyuUxaWtp+3w916dLFAGbt2rWVZVOnTj3gP/GvvvqqAcyDDz54ZI0IgeruN2Pq9vX2/fffG8Bceuml+2xbtWqVAcxZZ531u8e55JJL9pucNsaYAQMGGMBs3LixsmzChAkHvKYeeOABA5jXXnvtD7am5oSq34w5thNiWkNM5DB98skndO/enQsuuIDU1FS6du3KSy+9FOqwpIb5fD7eeOMNrr76ak2bO8b16dOHadOmsWrVKgB+/vlnvvvuO4YMGRLiyKS6BQIBgsEg4eHhVcojIiL47rvvQhSViByq//3vfwBce+21h1S/YsrR559/XqXc5/Px9ddfExERQe/evffZz+v18uqrr/Loo4/y7LPPMm/evCOMPLT+SL/t3LmTQCBARkbGft8PNW/eHCibIllh5syZAAwcOHCf+oMGDQJg1qxZfzjuUKvufqtQV6+31q1b4/F4mDNnDvn5+VW2TZkyBeCQ1l6bOXMmUVFRnHTSSfts29/1U9evt1D1W4Xc3FxefPFFHn30UcaPH88vv/xyOM2ofUKdkROpq8LCwkxYWJi55557zMKFC82ECRNMeHi4efXVV0MdmtSgSZMmGafTabZu3RrqUKSaBYNBM2bMGGNZlnG5XMayLPPoo4+GOiypIb179zb9+/c3W7duNYFAwLz++uvG4XCYNm3ahDo0ETmIDRs2GIfDYRo3bmwCgcAh7VNcXGxOPPFEA5h+/fqZO+64w/z1r381LVu2NGlpaeaTTz7ZZ5+MjAwD7PPVo0ePOrmcxh/tt6KiIuN0On93pNNdd91VWXb++ecbwPz000/7PWZ0dLRp0qTJ4TciBGqi34yp+9fbuHHjjGVZpkGDBub66683d911lxk0aJBxu93mhhtuMH6//6D7FxYWGsB07Nhxv9vff/99A5j77ruvsqxiunNOTs4+9XNycip/3muzUPSbMWa/1xpgBg8ebLKyso5a+0JBI8REDpNt23Tr1o1HH32Url278uc//5lRo0Yxfvz4UIcmNejll19myJAhNGzYMNShSDV79913efPNN3nrrbdYuHAhr732Gk8++SSvvfZaqEOTGvD6669jjKFRo0aEhYXx3//+l0suuaTKotoiUvtMnDgR27YZOXIkTqfzkPaJiIhg+vTpjBgxgtmzZ/Pkk0/yzDPPsGHDBi655BL69Omzzz5XXXUV06ZNIysri6KiIhYtWsQVV1zB/PnzOe200ygoKDjaTatWf7TfIiMjOfnkk8nKyuL555+vsu3DDz9k8eLFQNkokwp5eXkAxMXF7feYsbGxlXXqiproN6j719ttt93GO++8Q2FhIePHj+eJJ55g6tSp9OrVi0svvRSXy3XQ/Q/l2tm73u/ts7/6tVEo+g3KFvOfO3cuOTk55OfnM3fuXIYMGcKXX37JWWedRTAYPAqtC5FQZ+RE6qqmTZuaa665pkrZ888/bxo2bBiiiKSmVXwK+PHHH4c6FKkBjRs3Ns8++2yVsocffti0bds2RBFJKBQWFppt27YZY8oW2j/zzDNDHJGIHEgwGDRNmzY1lmWZdevWHfJ+O3bsML179zatWrUyn3/+ucnLyzPbt28348ePN1FRUaZVq1YmLy/vkI51xRVXGMD8+9//Ptxm1LjD7bfFixeb6OjoyoXg77zzTnPuuecah8NhOnXqZABz/fXXV9Y/44wzDGBWr1693+M1bNjQxMbGHnF7akpN9dvB1JXr7cEHHzRut9s89thjZvPmzaagoMDMnj3bdO/e3bhcLjN58uSD7r9161YDmJNOOmm/27/66isDmJtvvrmyrHXr1gbY7ygqn89nANOpU6cja1g1C0W/HUgwGDT9+/c3gPnggw8Oqz21gT7WFDlMJ510EitXrqxStmrVKjIyMkIUkdS0iRMnkpqaytChQ0MditSA4uLifUYDOZ1ObNsOUUQSClFRUTRo0IDdu3czdepUhg0bFuqQROQAvvnmGzZt2sSpp55auRbTobjtttv4/vvv+eCDDxgyZAixsbGkp6dz3XXX8cgjj7BmzRqeeeaZQzrWddddB8CcOXMOqw2hcLj91rlzZ+bPn8+FF17IwoULefrpp1m5ciUTJkzgiiuuACA1NbWyfsUolQONysnPzz/gSJbaqKb67WDqwvX2zTffMHbsWG666SbuvvtuGjduTHR0NH379uXTTz/F7XZz++23H/QYh3Lt7F3v9/bZX/3aJlT9diAOh4NRo0YBtft6+z0HH1MnIgd022230adPHx599FEuvPBCfvzxR1588UVefPHFUIcmNcC2bSZOnMiIESN+d3iyHBvOPvtsHnnkEZo2bcpxxx3HokWLGDduHFdffXWoQ5MaMHXqVIwxtG3bljVr1nDnnXfSrl07rrrqqlCHJiIH8EcX06/wxRdfkJiYSKdOnfbZdsoppwCwaNGiQzpWcnIyAEVFRX8ohlA63H4DaNeuHZMmTdqnfOTIkQB07969sqx169YArF69mhNOOKFK/czMTAoLC+nZs+cfjiFUaqrfDqYuXG9ffPEFsOdnaW/p6em0a9eORYsWUVhYSHR09H6PUfHh1Pr16wkGg/tMT129ejWw5xqreP7TTz+xevVqkpKSfrd+bROqfjuYunC9/R6NEBM5TD169OCjjz7i7bffpmPHjjz88MM89dRTXHbZZaEOTWpAxaeASobUH8888wznn38+N9xwA+3bt+eOO+7guuuu4+GHHw51aFID8vLyuPHGG2nXrh1XXnklffv2ZerUqbjd7lCHJiL7sXPnTiZPnkxiYiLnnnvuH9rX5/ORn5+Pz+fbZ1t2djYAYWFhh3Ssijv/NWvW7A/FECpH0m8HUlBQwKeffkpSUhJnnHFGZXn//v0B+Oqrr/bZZ+rUqVXq1HY12W8HUxeut4qfq4qfpd/Kzs7G4XD87t/X/v37U1RUtN/RSRXXz8knn1ylPtTd6y1U/XYwdeF6+12hnrMpIiIiIiJyNP3nP//53bVwsrOzzfLly012dnaV8kGDBhnA3HvvvVXKS0pKzIABAwxgXnrppcry5cuXm6Kion2Ov3z5cpOenm4AM2vWrCNsUc04kn4rLi7eZ32m0tJSc8EFFxjAPP3001W2+f1+06JFCxMWFmYWLVpUWZ6bm2vatGljPB6PWb9+/RG3qSbUZL/V9evt7bffNoA57rjjTG5ubpVtL7zwwj5rXB2o36ZPn24Ac/LJJxuv11tZ/vnnnxvADBw4sEr9Xbt2mbi4OJOcnGw2b95cWb5582aTnJxskpOTTX5+/tFs6lEVqn5bsmSJ8fl8+8QzZ84cExkZadxud524s+mBKCEmIiIiIiLHlI4dOxrALFmy5IB1xo4dawAzduzYKuULFy40UVFRBjC9evUyt912m7n++utNRkaGAUzv3r2r/CM5duxYExMTY4YOHWpuuOEGc+edd5phw4YZt9ttAHPPPfdUVzOPuiPpt9mzZ5uUlBRz6aWXmjFjxpi//OUvpmnTpgYwo0aNMrZt73Os6dOnG7fbbWJiYsyoUaPM6NGjK/v5ySefPNrNqzY12W91/XoLBALm5JNPNoBJTU011157rbnjjjvMqaeeagATERFh5s2bV1n/QP1mjDHXXnttZZLorrvuMldccYXxeDwmMTHRrFy5cp/6r7/+ugFMSkqKuemmm8xNN91kUlJSjGVZ5t13363OZh+xUPXbiBEjTHJyshk+fLj561//akaPHm0GDRpkLMsyDofDvPDCC9Xd9GqlhJiIiIiIiBwz5s2bZwDTs2fPg9Y72D+MK1euNCNGjDBNmzY1brfbREREmE6dOpmHH37YFBcXV6k7c+ZMc+GFF5rWrVub2NhY43K5THp6uhk2bJiZOnXq0WxatTrSftu4caO54IILTJMmTYzH4zHx8fHm1FNPNe+///7vft/Bgweb2NhYExERYXr27GneeeedI21OjanpfjsWrrfS0lLz2GOPma5du5rIyEjjcrlMo0aNzOWXX26WLVtWpe7Bfk6DwaB5+umnzXHHHWfCwsJMUlKSueiiiw46YumLL74w/fr1M1FRUSY6Otr079/ffP3110e7idUiFP324YcfmmHDhpnmzZubqKgo43a7TZMmTcwll1xSJQFXV1nGGFMNMzFFRERERERERERqJS2qLyIiIiIiIiIi9YoSYiIiIiIiIiIiUq8oISYiIiIiIiIiIvWKEmIiIiIiIiIiIlKvKCEmIiIiIiIiIiL1ihJiIiIiIiIiIiJSryghJiIiBzVgwABuvfXWfcpfffVV4uPjazweERERERGRI6WEmIiIiIiIiIiI1CuuUAcgIiKhNWDAADp27AjA66+/jtvt5i9/+QsPPfQQlmWFODoREREREZGjTyPERESE1157DZfLxY8//sjTTz/NuHHj+N///hfqsERERERERKqFZYwxoQ5CRERCZ8CAAezYsYOlS5dWjgi7++67+eSTT1i2bBkDBgxg7ty5eDyeKvsFAgHCw8PJzc0NQdQiIiIiIiKHTyPERESEE088scr0yN69e7N69WqCwSAAl112GYsXL67y9dBDD4UqXBERERERkSOiNcREROR3xcXF0apVqyplqampIYpGRERERETkyGiEmIiIMG/evCqvf/jhB1q3bo3T6QxRRCIiIiIiItVHCTEREWHTpk2MHj2alStX8vbbb/PMM89wyy23hDosERERERGRaqEpkyIiwpVXXklJSQk9e/bE6XRyyy238Oc//znUYYmIiIiIiFQL3WVSRKSeGzBgAF26dOGpp54KdSgiIiIiIiI1QlMmRURERERERESkXlFCTERERERERERE6hVNmRQRERERERERkXpFI8RERERERERERKReUUJMRERERERERETqFSXERERERERERESkXlFCTERERERERERE6hUlxEREREREREREpF5RQkxEREREREREROoVJcRERERERERERKReUUJMRERERERERETqlf8HSQhZELQaEpwAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dbands = {\"D\": (466, 510)}\n", "tit = nn.titrations[\"NTT-G10\"][20.0][\"Cl_0.0\"]\n", "sgres = analyze_spectra_glob(tit, ds_svd, dbands)\n", "sgres.svd.figure\n", "sgres.gsvd.figure" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1800/1800 [00:32<00:00, 55.68it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "The chain is shorter than 50 times the integrated autocorrelation time for 7 parameter(s). Use this estimate with caution and run a longer chain!\n", "N/50 = 36;\n", "tau: [60.3414749 59.02308364 82.43868974 64.34312466 77.15823087 58.71136724\n", " 55.94448519]\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dbands = {\"A\": (466, 510), \"C\": (470, 500), \"D\": (450, 600)}\n", "sgres = analyze_spectra_glob(nn.titrations[\"NTT-G10\"][20.0][\"Cl_0.0\"], ds_bands, dbands)\n", "sgres.bands.figure" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 99.73% 95.45% 68.27% _BEST_ 68.27% 95.45% 99.73%\n", " S0_C: 9.90 10.05 10.19 10.33 10.47 10.62 10.79\n", " S1_C: 1.70 1.81 1.91 2.00 2.10 2.19 2.29\n", " S0_D: 0.21 0.47 0.72 0.96 1.19 1.42 1.67\n", " S1_D: 9.12 9.31 9.50 9.68 9.85 10.04 10.23\n", " S0_A: 1.65 1.84 2.02 2.20 2.37 2.54 2.72\n", " S1_A: 9.23 9.37 9.50 9.63 9.76 9.89 10.03\n", " K : 7.89 7.92 7.95 7.98 8.02 8.05 8.08\n" ] } ], "source": [ "ci = lmfit.conf_interval(sgres.bands.mini, sgres.bands.result)\n", "print(lmfit.ci_report(ci, ndigits=2, with_offset=False))" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "res = fit_binding_glob(ds_svd, True)\n", "res.figure" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1800/1800 [00:21<00:00, 83.69it/s]\n" ] }, { "data": { "text/plain": [ "(
, [])" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xx = np.array([5.2, 6.3, 7.4, 8.1, 8.2])\n", "yy = np.array([6.05, 12.2, 20.38, 48.2, 80.3])\n", "\n", "\n", "def kd(x, kd1, pka):\n", " return kd1 * (1 + 10 ** (pka - x)) / 10 ** (pka - x)\n", "\n", "\n", "model = lmfit.Model(kd)\n", "params = lmfit.Parameters()\n", "params.add(\"kd1\", value=10.0)\n", "params.add(\"pka\", value=6.6)\n", "result = model.fit(yy, params, x=xx)\n", "result_emcee = result.emcee(steps=1800, burn=150)\n", "\n", "plot_emcee(result_emcee)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.3" } }, "nbformat": 4, "nbformat_minor": 4 }