{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# contour" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This section describes various options available for contour plots in **fivecentplots**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "See the full API https://endangeredoxen.github.io/fivecentplots/0.5.3/api/contour.html#contour" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Import packages:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import fivecentplots as fcp\n", "import pandas as pd\n", "from pathlib import Path" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Read some fake contour data:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ExperimentBatchXYValue
0Control1011-43.5
1Control1011-22.1
2Control101103.3
3Control101123.2
4Control101144.0
\n", "
" ], "text/plain": [ " Experiment Batch X Y Value\n", "0 Control 101 1 -4 3.5\n", "1 Control 101 1 -2 2.1\n", "2 Control 101 1 0 3.3\n", "3 Control 101 1 2 3.2\n", "4 Control 101 1 4 4.0" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = pd.read_csv(Path(fcp.__file__).parent / 'test_data/fake_data_contour.csv')\n", "df.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Optionally set the design theme (skipping here and using default):" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "#fcp.set_theme('gray')\n", "#fcp.set_theme('white')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Basic contour" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A basic contour plot without fill can be generated using keyword `filled=False`. We can disable a colorbar using keyword `cbar=False`:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.contour(df, x='X', y='Y', z='Value', filled=False, cbar=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Contour lines" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can control the style and number of the contour lines as shown below to get a better result:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.contour(df, x='X', y='Y', z='Value', filled=False, cbar=False, levels=40, contour_width=2,\n", " xmin=-4, xmax=5, ymin=-4, ymax=6)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Contour points" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The x and y points used to make the contour can also be overlaid on the contour lines, using keyword `show_points=True`. Markers can be styled according to typical keywords for the markers `Element` class:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.contour(df, x='X', y='Y', z='Value', filled=False, cbar=False, levels=40, contour_width=2,\n", " xmin=-4, xmax=5, ymin=-4, ymax=6, show_points=True, marker_size=26, marker_fill_color='#00FF00')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Grouping" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also use other columns in the `DataFrame` to easily group the data into multiple contour subplots:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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TmZlJ+/btufXWW3E4HO7stUB25fCG7du3M2jQINq3b88111yD1Wp1uyP27t3rs+u1XrlLTEzkb3/7G3PnzvU6rkVRFH744QcuvfRS4uLimDFjhrsIdn2MzcKFC93un40bN9KzZ08SEhKYPn26OwsQoKioiN9//90n2evlT0hIYNy4cQwdOpS33377hM/Nz89n06ZN9OvXjzFjxjBs2DD0ej2yLGOz2Zg/f77P+wtOHZo6Mw4cOMCUKVPEueEFzTk3TsTChQtJS0s7xu29e/du9u/fT6dOnZg2bRqTJk1y3wxWVVUdE6fcFKqqsmDBAq644gqvFL2GYS9/+9vfWLFiBfv27fN6P5vNxtq1axkxYgR9+/alZ8+e6HS6YzwldrudtWvXMnr0aIYOHUr//v3R6XTodDpKSko4cOCAT7+nwDuE5bCNYTQaiYyMPO6/9u3bk5qaiqIozJ8/H0VR+P333yktLUWWZaZOneoODAfN1fDTTz+5yx0cPHiQmTNnuj+8paWlzJw5k6ysLOx2O5IkkZOTw7ffftviH1hFUZg1axabN2+mqqoKg8FASUkJCxcuPGlx1xOxY8cODhw4gN1ux+Fw+HQHDppS9/HHH7Nu3TrKysrch15WVhZfffVVo9ZYTqeTL774glWrVlFaWopOp6OyspL169fz5ZdfYrfbfZZ/5cqVlJaWuoO8mzrsFyxYwPz588nLy0OSJOx2O7t37+bzzz9v5BYXtD1OdmYYDAYGDRokzg0vae65cTzKy8tZvXr1cX/23XffsWTJEgoLC9HpdFitVrZu3cpnn33mU53DenJyctiyZYtXz92/fz+7d+/GZrOhKIrPijRo59SyZcvcsmZlZR03w3r16tUsWLCAwsJCZFmmtraWbdu2MWvWLL/2FTSNpIoCQY148cUXQy1CyGntvUsFgubSsFB4S9KWzxdxbggEGqE6XwKJsBwKBAKBQCAQCNwI5VAgEAgEAoFA4EYkpAiO4ffff/crCUIgEJy+iHNDIGg7CMuhQCAQCAQCgcCNUA4FAoFAIBAIBG6EcigQCAQCgUAgcCOUQ4FAIBAIBAKBG6EcCgQCgUAgEAjcCOVQIBAIBAKBQOBGdEgRCAQCgUAgELhpk5bDhQsXMnr0aCIjI0lNTeXOO++kqqoq1GIJBAKBQCAQtHranHK4cOFCJk+ejN1u55lnnmHGjBm8/fbbTJkyBUVRQi2eQCAQCAQCQaumzbmVBw0aRElJCdu3bycsLAyAN954g7/+9a/8/PPPTJ06NcQSCgQCgUAgELRe2pTlsLa2lvj4eG6++Wa3Yggwbtw4ADZv3hwq0QQCgUAgEAhOCdpUb2Wz2czcuXOPeXzjxo0ApKent7BEAoFAIBAIBKcWbc6t3JADBw6waNEi7rnnHlJSUli7di1msznUYgkEAoFAIBC0WtqU5bAhJSUlZGRkAGCxWHjttdeEYigQCAQCgUDQBG0q5rAhkiTx5Zdf8vHHH9OrVy8mTZrEN998E2qxBAKBQCAQCFo1bdqtXI/VaqVPnz44HA4OHjx4wufV1taSn59PeHg4Op2uBSUUCAQthcvlorq6msTExBb1JojzRSBo+4TqfAk0bdat3JCwsDDOPfdcXn31VYqKimjfvv1xn5efn8+aNWtaWDqBQBAKhg4dSseOHVtsP3G+CASnD96cLy+++GILSdOYe+65p8nntCnlcOfOnUyZMoX77ruPv/zlL41+VllZiSRJmEymE84PDw8HtBc1Kiqq0c8Kswr45LaPAEjulcyUR6YFWHrvqJeroqIiJPt7i5AzcJwKMkLg5CzeX8yPD3wHQNqgdCbde5ZP881mc6NSVkdTUVHBmjVr3J/3lqJ+vwF57xDpyEPuOBbd2IeR9I2tC1arldra2mbvp//xEeTi/QA4J9yJ0nFQk3MC/V5zfvAYlOaDJKO78V9I0ce/MfeVYH4mlOIiKt94EVwuCI8k6p6HkGT/IrBOhc/u0TIqxUVUffQOakUZAIYzBmC55MoWlUmtLMX19WtQmqc9EBZB1PUPoU9Ma7m/paIgr5+Ffsscj1zmKKThV2PpNwXpBNb/UJ0vgaZNKYddu3alvLyct956i5tuugmj0QhoWctff/0148aNIzIy8oTz6109LpcLp9PZ6Gdbf95K9eFqADpd0+Wk6wST2NhYAFp7NICQM3CcCjJC4OTcvmGb+7OWPqOjX5+1oz+/Dak/tFvatVu/X4SzgBj7QdjzKa6yLVSf/T6Yot3PMxgMGAyGZu8nDzoXw3f/BEBd9Bz2m2eBOeKkcwL9XnMUHYCqcohLwtChU0DWhOB+Jiref52wwnwAwkaPxxId3cSME3MqfHaPkTEykohb76D8iQdQq6thya+YhgzH2LtvywkVGYl648M433kADu+F8nzU1+4i4t7/okYltpwcZ96MnJCG/penkBy1UH0E5jyMsvJtXCNvQOk9FXSN1ahQnS+Bpk0lpOj1el577TW2bNnCuHHjeP3113n88ccZMmQIsizz2muv+b121op97nG3M7sFQlyBQHAccrYccY/TBrW92qS24Q+jGuq+QAo3Ef7LDKTa0oDvo3SfgKvLKACkqkL0S14P+B5N4nJp/+tODTuEfdsmHBvXASDFxBI29fwQSxQadInJWKbPcF9Xf/IuqsPeojJIEdHob3sOqWNPANTqckqfvRUle3uLyqH0noL95q9w9ZjofkwuPYRhzuMY37kEeeP34HK0qEwtQZtSDgGuueYaZs6cid1u5+677+bll19m3LhxrFmzhj59+vi1Zk1ZDblbcwBo3yWeqCT/7yQFAsHJObL5MABGi5H2nQPjhmxNuBIHUX3uTBRzOwB0xdux/HItUm1JYDeSJJxn349q0Fzs8vpvkA5vCuweTeGqs+CeAlYU1eWi5vMP3dfhl12NZD5xeEJbxzT6TPSZ3QFQ8nOxzvm+xWWQwiLQ/fnfSJ21727VWo3r7QdQ9rVwt7PoJJwXPYP96rdRMoZ45CvLwfDLUxjfuhh5/dfgbFkFOpi0OeUQYPr06axbtw6bzUZJSQlfffUV3br5b+3LXrUfVdFM7p1HdQmUmAKB4Cgq8yuozK8EILl3MrKuTR5RKHE9qJn2GUpYPAC6kh1Yfp6BZC0O7EbRybjG3gqAhIr+l6da9gvsFLIc1i6ajytHuzHRd87EOHxMiCUKLZIsE37tLW7F3jrnO1x5OS0vh9mC7uanMPYaqj1gs+J65yGUPRtaXBY1fSCOK9/APuNdlE7DPTJW5GGY9yzGty7CufmXFpcrGLTNkzfANHQpdx7VOYSSCARtm5wtni+flDNSQyhJ8FFiulJzzmcolgQAdKW7sPx8DZK1KKD7uAZfjpLcCwC5aD+6VR8FdP2TomiWQ0lu3cqhUlWJ9fuZ7mvLVTf4nYTSltB3SMd89rnahdOpuZdDED8pmcKIufMljH21MAkcNlzv/wvl0O4WlwVA7dAPxxWvYb/2A1xdRnvkrCzAueitkMgUaMS7vwlURSVrZRYABrOBtIFtLwZKIGgtNIw3TOnbtpVDACWmMzXnfI5i0YLsdWV7sPx8NVJNYeA2kXU4pz6EKmkWIN3KD5CK9gdu/ROgKi6oVyRauVvZ+v0sLfkCMI4Yg6FLZoglaj1Yzr8UuZ1m4XZs34J91fKQyCEZzcTc/jxS7zqLnc2K638PoRYeOfnEIKKm9sE5/T/Yr/8YV+a4kMkRDIRy2AQFu/OpLqoCoOPQDPTG1n0HLBCcyhzedNg9buuWw3qU6Ayqp32OEp4MgK5sn6YgVucHbA81sRuu4dcAILkc6Of+G1QlYOsfl3qXMrRqt7Lz8EFqF83XLowmLJddHVqBWhmSyUz4jD+5r6u//Ailuio0shiM6GY85I5BpKoc59v/RC0PcDiGj6jJPXFe+gL2Ge8iJbaNhFWhHDZBY5eyiDcUCIKF0+Z0J37FpMUS0f7kZVfaEmpUR01BjNAUYl15Vp2CmBuwPVyjbkKN6QCAfGiDlmUZTFwNygm1UsuhqqpUf/ouKJqiHDbtInSx7UIsVevD2G8QxkHDAFAryqn5+vOQySIZTej+9Dgk14V4leTjfOdBVGtoFNaGqB36Ybr8uVCLERCEctgE9S5lEPGGAkEwyd2Wg8uhWZvSBqSFWJqWR41Mo/qcz1AiNAVOV5GN5ZfrA1fmxmDGMfUB96V+yRtQE/gSOm4aKody61QO7SuX4ty1AwA5IZGwqeeFWKLWi+WqG6CuHZxt8a/YN7d8Qkg9UlgE+j8/BXF1NQ9z9+N6837UyiC+n71FkkItQUAQyuFJUFyK25IRnRJNbFpciCUSCNouFXmezgcJ3Vqw0G0rQo3soFkQIzXlWFe+j7D5N4GjJjDrZwzF1etsACRrOfp5z3riAgONKQz0WiMC9UgWqhJkN7aPKKUlVH/+gfs6/KobkAzGEErUutHFtcNy0RXu66o3/4Pz8MGQySNFtUP/52cgQistpx7eg/PVu0Iag9iWEMrhSSjeX4yjVitumdw7JcTSCARtG3uNp8SKKeLEbS7bOmpECtVTP3aXudEXbiJs4e2gBKbQrnPSXahh2heqbudvyDt+Dci6RyPpDUg96lr2VZagHtgRlH38QVVVqj56G7WmLgll+BiM/ZpuL3i6Y540FePgOvdyrZXK/zwdkvI29Ujxqej/8jzE1NVDLc7B+dqdKAd2hkymtoJQDk9C3g5PvE9Sz6QQSiIQtH3s1R7l0Gg5vS04amQaNVM+QDVocZeGw0swL3sgMEkk4e1wnv1P96V+3rNQFdjyOfXIZ4xyj9UtK4Kyhz/YVizGsWk9AFJ0DOFX3xBiiU4NJFkm4qbb0WVoIVZKSTHlTz2MM2tv6GRKykB/xyuQlKE9UFWO6817UTYtC5lMbQGhHJ6EvO0NlMNeySGURCBo+9itDZTD8NNbOYS6QtmT30HVaX8L497vMa0NTLC70nMSrp5nASDVVmjFsYPgXpZ6DYe6eoHKlhWtosewq6SYmgbu5Ijr/4wc4Xv/7tMVyWQi6s5/okvrCIBaVUn5c//CvrWFu+80lCkmHv3tLyF1qev/bLfh+ugJXD9/oJVUEviMUA5PQkPlMFFYDgWCoCIsh8fiSh6KdfwrqJJ2VJu2vItxy7sBWdt51r2o4XUt/PYuR94yOyDrNkQKj0Lq0k+7KM6F3ODXVzwZqqpS/cGbqFYrAKaR4zD2HxxSmU5F5OhYov75GPruWnF1bDYqX/43tt9DZ63TWu09jTTI0wNZWfAFrvcebRWZzKcaQjk8AYpLIX+nVmcsOiUaS4wlxBIJBG0bR41QDo+HM2MytSMfd1+b1zyDYc93zV/YEoNz6oPuS/2CF1HKAh8/JvX1uJaVzaEpoFyPbdlCHHUWLikmFstV14dUnlMZ2RJO1D0PuUvc4HJR9c6rWOfPCZlMkt6I7qr7kC/4s9tire5Yg/Pl21HzDoRMrlMRoRyegJJsTzJKUk/hUhYIgo2txuYeG4Ry2AhHjyuoHXiX+9q87J/oDy5q9rpK5lhcZ0wDQLJVY5v1QMBdv3LvkZ79tqwM6Nq+4CoupOYLT+vAiOv/jBx++tTSDAaSwUjEX+7CNH6y+7GaLz6k+qtPQxZCIEkSunGXoLvl3xAepT1YeATnK3egtKK419aOUA5PQN6OPPc4qZdwKQsEwcZR48nGNYmYw2Ow9/8L9p51XU5UF2ELb0cubH6cl3PSPaiRWn9nZc9ynKu+aPaaDZFi2iN17Kld5GahFrV8dquqqlS//yZqbZ07efR4kZ0cICRZR/i1NxN2wWXux2p//oHq915HdTpPMjO4yN0GoL/zNUipq09ss+L64DFccz9udWWVWiNCOTwBBbs9rasSheVQIAg6jgYJKXqzIYSStFIkidrh/4ej0znapasWy6+3Nr+LijkSxzn/5760z/43lB4+yQTfkc4IrWvZtnwxju1bAJBj47BceX2Ly9CWkSQJy4XTCZ9xk7sItG3FEipfeQalrlxQSORql4z+9v8g9ff0PVbmf4rrk6dQXSJR5WQI5fAElB0pc4/jOori1wJBSyK1kS4DAUfWYR33PM6kIdqltRDLgr+C09bExJOjdh6Oa8DF2oW9BsPsf0EAszwblrRRVv/S4hmk9rW/u8fh1/0Z2RLeovufLpgnnE3EbXeBXuul7di6iYqnHsZVGLg+4b4imcLQzXgQ+dyboC6xS920DOX7N1pF9nxrRSiHJ8DdrUGCqMSo0AojEJwONFAIxaF9EnQmrBNf93RRKdqMeeX/NbsUjXPC35Hi0gGQD29CtzZw/XOl+FSkzP7aReER1BaOPVQbWK8MZ/Rr0b1PN0xDRhB1z8NIdfGcrpzDlD/xII49u0ImkyRJ6CZMR/enx0CnKa7Kip9QlnwTMplaO0I5PAGV+ZpyGNE+Ap2hdfYFFQjaEo2shUI3PCmqOY6aiW+g6sMAMO75FsP2T5q3qNGC6Yrn3Uq6bunbAXUvyxOmu8fK0gBkW/uAaq+zrOr1SK20z3NbwtCjN9EPP42cpIVkqZUVVDz3r5CWugGQew1DN92T2KX8+A7KpqUhlKj1IpTD46A4FaqKtLpIkcJqKBC0DA11Q2E5bBKlXU+sY55xX5tXP4Uu5/eTzGgaXafB6EddC4DktGEIYHFsqdsgSKwrnLx/K+qh3QFZ1xtUh5bsJHontxy6pGSiH34afc8+2gNOJ1XvvErNt1+GNCFEHjIZ+ewZ7mvXZ8+i7N8WMnlaK0I5PA7VJdVuy0VUklAOBYKWQBJuZZ9xdp6Gre+fgfoM5juQKptn7TNOuQc1WrP4yAf+QN70Q7PlhDrX3tiL3NeuZd8HZF2vcNZlwhtEolNLIodHEHX3Q5jGTXI/Zv3pG6reetljzQ2FXGddgzRE6xCE04Hr/UdRC4+ETJ7WiFAOj0N1saeaulAOBYKWQZKFW9kfbIPuxtlhLACyrRTLgtvAafV7PckUjmPKA+5r/cJXoLKw2XICSIMmgEVrVaduWIxaURyQdZvCYzkUymFLI+n1hF93C5YrrnOHLNjX/k75M4+ilJeFRiZJQnfZ35EyB2gPVFfg/N9DqFXlIZGnNSKUw+NQXewJXhbJKAJBy6MqQjv0GllHzfj/4IrSXLa6kh2ELXuwWe5gtfMIXH3qi2NXoZ//XEDcy5LRjDxCWxeXE2VF4Fv2HZd6y6FeKIehQJIkws4+l8g77gezGQDX/n2UP/1/IctklvQGdNf/HyRpnxuKcjQLYggtmq0JoRweh+oij3IYKSyHAkHLI9zKvmGKxjrpTVSDVqLFkPVTs3swOyfeiWqJBUC3ezHyroXNFhNAHnUe1CWFKCtnozrsTcxoPsJy2Dow9h9E9INPIsdqPb2VgjzKn3oY56HQtLaTwiLQ3/wURGnl6tTs7bi+eF4UyUYoh8eltrLWPY5oL9orCQTBRnEq5G7VOmfoTXqMEaYQS3TqocR2wzr2efe16Y/n0eWu8X9BSwzOs+51X+rnPwfW5rvdpJh4pH6aG5zqctT1gVE6T4SqquAQMYetBX1aR6IeehJdSioAankZFf9+BMfO0CSFSLEJ6G96AoyaRVPdtBTl5w9CIktrQiiHx6G+pzKAUfR4FQiCTvbq/dSU1gDQdVwmeqM+xBKdmjgzzsLW/28ASKpC2JK7wVbh93pKj0m4MjVFTqouQb/49YDIKTdMTFn6XXATkBTFbYmWZPGV1xrQtWtP1ANPoO+SCYBqraHihSeoXfxrSOSROmSiu/Zhd5FsZeFMlG3Ny/w/1RGflOPQSDkUPV4FgqCzfa7HatBrSu8QSnLqYxtwO87kYQDI1XmYVz3h/2KShPPs+1GNFm29jd8j5e5otoxyxx5IGb20i9z9qHub3yP6REg6HVJUNACuvFyRCd9KkCMiibr3EQx965JCXC6qP3qHqo//F5KezHKvocgX/Nl97friBdTSghaXo7UglMPj4GxkORTuLYEgmDhqHez6bScApggTXUZ3DbFEpziyDuvY51ENWkiMce936LPn+79eZAKu0TcDIKGin/88qM2PyZLHXOgeK8uCWxRb37EzAGp1FUpJUVD3EniPZDITecf9mM+a5n7Mtmg+FS88jlLR8pnD8pgLPX3AaypxffbMaduDWSiHx8FhFZZDgaCl2Ld8L/ZqLSmh24Tu6E3Cpdxc1IgUakc84r42r3gYyep/2RjX4CtQ2nUCQM7ZgrxlTrNllPqOhuj2AKjbVqEW5TR7zROhT89wj10HsoO2j8B3JJ2O8CuvJ/xPf3X3ZHbu2kH5Ew/gPHKoZWWRJHSX3w2xCQCoWVtR5n/aojK0Ftqkcjhv3jzGjBmDxWIhIiKCSZMmsWrVKq/n17uVJVkSX1QCQZDZ/ovHpdz7nD4hlKRlMOTPB2d1009sJo6uF+HoOBkAubYE8/KH/M8C1+lxTr7Hfalf9F+wVZ1kQtNIOr2WuQygqijLA1Ns+3joOnZyj50H9wdtH4H/mEePJ+qfjyFFxwCgFBVS8dTDOLZvaVE5JEskumsegLr4VGXB5yh7NrSoDK2BNqccLlmyhKlTp1JWVsZTTz3Fo48+yr59+xg3bhxr1niXuVdvOTSGGxv3exUIBAHFVmVj79I9AFjiwuk4JCO0ArUAYXtfJnbhYCxb7kNXuTN4G0kStaOeRDFrZToMBxdg2POt38upnYbh6j5BW7qmBN3K5md0yiOmgV7zziir56HWBkdpbmg5dB7MDsoeguZj6NKN6EefQZeuKfOqtYaKl56idtmiFpVD7tQbeer12oWq4vr0WdTK0haVIdS0OeXwzjvvJC0tjdWrV3PXXXdx7733smrVKsLDw3nooYe8WqPecigylQWC4LJr4U5cdi2mp+dZPZH1be5IOi6Sqxrz4S+JWjEN06EvgraPGtaO2lFPuq/Nqx5HqvS/TZhzwh2oOq0cjG7tF1DavFZ9UngU0uCJ2oWtBmVNM2IjT4Icn4hkDgPAJSyHrRpdbDuiH3gMQ79B2gMuF9Xvv0HRp++3aDKRfOZ0pG4DtYvKElyfn171D9vUSVxaWsqmTZuYPn06FovF/XhiYiLjxo1j5cqVXq3jtGmZUoYwoRwKBMFk75I97nGvqadHlrI9aSqqTksWkVQH4Vvvx7LtYVCCUwzamXEW9syLtf0c1YQtu9//hJKYVFxDr9LWcjnQL3qt2fLpGiamLP8hKF/AkiyjS9M6YSjFRShVlQHfQxA4JHMYkXfci3niFPdjpV99Rt5LT7dI0XSoe89cfT9EaoXg1V1/oCz+ukX2bg20KeUwKiqKXbt2cddddx3zs6KiIvR6ET8oELQm6gtfGy1GUs5IDbE0LUNtl9spnfAHtR1vcD9mPvgxkWuuRrIFJ5O2dvj/oYQnA6DPXYVx28d+r+UacT2qRXNV63YtRDq4vlmyScmdkLrVlTMpykHd0YzC3SdB3yDu0CVcy60eSdYRfs2fsFx5vbsnc9XShVQ8/wRKpf+1O32SITJWUxDr9ld+/gAlu/mlnE4F2pRyqNPpyMzMJCUlpdHjmzdvZsWKFYwcOdKrdSRZeyOcTiZkgaClqS6uoiJPO+STeiUh69rUcXRy9BZqej1G1RkvoEqah8JQupqoleeiK98c+P2MkVjHPue+NP3xPHJ5tn9rmSJwjrvNfan/7eVmtzuUx3iKYgerrE19HBu0nbhDVVVRbPY2Xbsx7KxpRP7tXiST1sHEuWcnFf95usW+n+VuA5EnXqFdKC5cnz2LqrT98jZt3pRWVVXFtddeC8A///lPr+bI9cqhq+1+4ASCUJO7Ldc9TuqVcpJntl3sHabjisgkcv0tyLZ8dLU5RK26hOo+z2BPvSSge7lSRmDrdR2m7R8huWyYVz1Ozdnv+7WW0vc8lHWzkAv2IOftQNq/GrXzcL9lk3oOhXYpUJyDunsDanEuUrtkv9c7Hg0th87sfQFduyVRVRVb1kEql66iYvkaXKXlSHo9ckQ4ugiL+39dRDhyeDjGDslY+vbAkJRwyiZYGgcOocNTL5Hz1MO4Sktw7d+Hfc1KTMNHt8j+8tnXou5ah3pot/YePbQHqWOPFtk7VLRp5bCmpobzzz+fTZs28cADDzBu3Div5kl1FgxFWA4FgqCRu92jHCb3DqwicCrhihlA+cjZRGy4FUPZOiTFRsTmu6it2EZN9wdBDtwxbRt8D4YD85Grc9EfXoru8BJcHbw7Fxsh63CN+hPyd9oNt37VRziaoxzKMvKws909bZW1v6Kbcq3f6x0PXUoHMBrBbseZtTega7cEjoIiKpaupnLpKuyHcxv9THU6cZWV4yo7ceFofXw7LH17YjmjJ5a+PdDHRAdb5IBizuxO0p3/5Mij9wFg/elrjENHtkhLREmnQxo2RVMOAXXPBhDK4alJWVkZ5557LitWrODGG2/kqaee8nquXqfTBqpEfHz8MT9XFCVkZny57oMQFxcXkv29RcgZOE4FGcF3OYt3e+Lreo7qFbDfT5IktyzHo7Q0tCUpYmNjiY2NPerReNSUhahr7kbd8x4A5ux3MbsKYfTHIOsCtHscypmPo8zWOp6Er3seXZ/zkOoUUF9eQ3X4xViXvYValI184A+iqw6hS+/nt2SuyZdR9MtHWrLMut+IveKOE37x+/uZqOnSjdodW1EK84nW69BFBVdBau5nV7HZKJy3mKJfl1K55dhYN0mvJ7x7F5RaG86qKpwVVSjW2uOu5SwspuK35VT8thyAsE7pRA/qS9i0SYR3yTglzpfwAYMx9+pD7fatuHKOYM7eR/jgYS2yv3PImRR//SoA+gPbaX8c3QBCf74EijapHBYUFHD22WezceNGbrnlFt566y3fzOl1H2jVJSyHAkEwUFWVQ5u17geWGAtx6a37i6klkHRGpBH/xRXbD/64BxQHHPoBNjwEg54J3D49LoZ1b0HuOijaibr5U6T+1/u+jqzDMP5m7F9rJcIci95Gd90bfsuli03A2Gc49i0rUYpzse/8A1OvoX6vdzzMmd2p3bEVgNo9Owkf1DKKhT+4aqxsv+sRqncd6wKP7NuL9pPH0m7cCPRRkY1+pjgcuKqqcVZU4Sgrp3LrLsrXbaZyyw5Uh6f7l3X/Qaz7D5L39WxiRw4h5ZpLiOzVLei/V3OQJInYC6eTu117DUu/n9ViyqEuoQNyXCJKST723RtRHXYkQ9utaNLmlMPKykq3YnjXXXfx0ksv+byGrKvLTDqBcmi1WqmpqWmWnP5Sf3dXUlISkv29RcgZOE4FGcE3OSvyyqkq1MqJJPZMCujdtsViITw8PGDrtTS1aVfhUKKJWHcjkuqCnf+lWmqHLeNPAdtDN+h+wmdPB8C57Emqks4EY6Tv77VO4zCGt0OqLsa5dT6le9ajtsvwWy5lwJmwRSs5Vr7ga/RJx++z7e9nwpmS5h6Xbt6IrVOmn5J6h79yqg4nR/79GjUNFENjWgpRY4cTOWYYhoR2AFQ4HXCitSMtEGkhLC2ZsKnjSbDZqd21j5rNO6jevB1b1gFQNA9Y6cq1lK5ci6VvT+IumUZYn+6tLj6x/m9p69IdOTEZJT8X65aNFKz/A31G5xaRQe3SD0rmg8OGfe9mTD0Ht8i+oaDNKYd//etf2bhxI3//+9/9UgwBlDqXscvporCwMJDiCQQCIG97nnuc3Cew8YY1NTUnvXkL9ZdeaWkpTqfz5E+KP5Oa3k8TvvV+ACw7Hkcxp+JImnLyeV7iShyIo9M5GPb/jFxbgmnTW9iG3Ov7QnoTrqFXoV/0GhIqutWf4jznYb/lkvqMAEsk1FSibl6Oaq1GCgucoq/v1MU9du5vnXGHqqKQ98aH1GzU2krKERZSH7wDc/cuzXrvyiajFnPYtyftuRhXVTUVS1ZR/uN87IVa3+2azTuo2bwDc/cuxF0yjfBBZ4T883I0kiwTdva5VH/8PwCs834i8s9/b5G95cz+uNZqhdpL1y5G177jsfK1sr+Xv7Sp2hE7duzgk08+ISYmhv79+/Ppp58e888b9EYtvsdhdbTpEgECQaioLzQPoDcZQihJ68WWdiXWLncAIKESsel2dKXNqynYkNoh96LK2t/euO0DpEr/up24BlyMatKKestb5kBlgd8ySXoj8kCtRR9OO8qGwLZNk+MTkcI1WZ1Ze1vl+V706bdULlkFgGQ0kPrA7YT16BpwpUMXEU7stIn0//wNOt/7FwzJCe6f1e7aR87Tr3LwH09Quy87oPsGAtPIcUgRmjvdvmYlruLg1Ac9Gqlrf/dY3buxRfYMFW1KOVyyZAmgJaPccMMNzJgx45h/3mCKMAHgcrhw1jZxhy8QCHwmoZvni6hgd34IJWndWDPvwZZS191EsRG57kbk6uyArK1GpmHvrRXillx2zH+84N9CpghcAy+pk9GJbs3nzZJLHnqWR8YAt9OTJAl9Z81VrVZWoBS3Ls9Q6ewFlH4/V7uQJZLvuoWwnsF1fcsGAwnTJpHx6hMk3XUzxnRPMXrb/oMc/Oe/Kfn2l1YVgy+ZTJgnnK1dKAq1v/7cMvvGtIeEDgCoB3ai2qwtsm8oaFPK4a233oqqqif95w31yiGAtaLtvvgCQaiI69gOvUmLasnfKZTDEyJJVJ/xHI44rYC/7Cgh8o9rkeyBidG09b8NxaxlThuyZqMe8a87iWvwFag6LThft/E7sDajg0VqV0jWYsjUgztR8w/6v9Zx0HfyxDG2ppI2Vas3UPjBTPd1ws3XEDFsQIvtL+l0RI0ZRseXHiXln3/FlFEXn+lyUfTpNxz+1wvYc1rPZ9U8cQroNcu3bckClOqqFtlXrrceKi7UrC0tsmcoaFPKYaAwNlQOy4RyKBAEGlkvE5+pWQ9LD5Zgq7aFWKJWjGykauDbOCO0TFJdTTYRG24NTC9mYyS2gXe6L5WVz/q3TkR7lL7nASDZa5C3/eK3SJIkNbIeKhuX+L3W8WikHB7ICuja/qI6nBS894W700zcZecSc7Yf9ScDgCTLRAwdQPpzDxF38Tnu1nHWbbs5cNejFH89B7WpmNkWQI6KxjRqLABqrZXqT95tkTABKdOjsCsLv2qVoQmBQCiHx8Ec7lEOa8uFcigQBIPE7onuceFu/+PUTgdUQzRVgz9CMWq11Qwlv2PZ/kiz29YBOLpfjhKpWYnU7EWoeRv8Wsc16DL3WLdldrNkkvt6Ol+oO9Y2a62j0XXwZCy7cnMCura/lC9cjrNIyzq29O9NuysuCLFEWg3F9tdcTIfH/4E+oT2gKbHFn3/HgXufwLo79Ip12HmXIIVZALCvXoFtRWBvJI6H1GsY1HXvUfdtQl33W9D3DAVCOTwORuFWFgiCTmKPJPc4f1frcVe1VpSwVCoH/g9V1s4n86HPMR75uvkLy3psfW/x7LPqP34to8Z3QUnqqS2ZtxOp0P8WdVJsAiRlaOse2oVadeLOH74ix7UHg+aOdOUeCdi6/qI4HJR8Pcd93f7KC1tVxquld3cyXn6M2PPPgrrWsvYDRzj0wL8peP9LVEforIi6dvGEX+d571Z/+i6uvNyTzGg+ksGI7uK/uq9dP76DWlMZ1D1DgVAOj4Mp0uweC8uhQBAcEhpYDvN35Z3kmYJ6XLEDqe7jcf1adj6OZGt+UoWj68UoFs3Nr+6ZjVy6x691lD7nuMfy1uYlCcg9h2gDVUXd9Uez1mqIJMvokrRe3kphfshdpBULluMs1mJIwwf3xZzZqYkZLY9sNhF//XTSn30YU6d07UFVpWz2Ag498jzOkrKQyWYaNgrT6DO1C5uNyrdfRnU6Tj6pmcg9hyKdUWfdripzt31sSwjl8Dg0dCtby4/fikggEDSPhMwEqDOQiKQU77GnXowtWXM7yo5yLDsea/6iehP2Pje6L42b3/ZrGVfvs1HrWv3ptv4CistvkaQeQ9xjJdCu5eS6jFyXC6UwdO89xe6g5BuPEt3u8vNDJos3mLt0JP25h2h/7WVIBi2hrHbXPg7843Fqtu8OmVzhV9+AnKS5el3ZWdR8+2XQ99RdeCsYNUOS8vsclAM7g75nSyKUw+NgjPC0xKkpDU0nFIGgrWO0GInrqHV6yN+VR3F2cYglOnWo6fkoiiEGAFPujxgKFjR7TXuPK6E+c3nfT0iVh3xfxBKL0mUUAFJVIdIB/y1+UqfeYAoDQN21DlUJXCkVt3IIOHP8q+8YCCoWr8RZUm817Ie5S0bIZPEWSacj7sKzSXv6n+jba11LXGUVHH70RUrnLAhJgoZkDiPyz3eCTrsxqf3lRxzbg5tJLMUmIE+5VrtQVVzfvIrajJuh1oZQDo9DePsI97j8SFnoBBEI2ji9z+kDgOpSWfr64tAKcwqhmtpT0/MR97Vl20PgbGYpD0M48qA/AyCpLozbPvJrGaXPNPe4OYkpkt7gyQytLkc9FDjLVEPlUAlhUkrVSo/yHHfZtJM8s/Vh7pJBxxf+D0tfLc4Ul4vC974k7+V3UWwtX31An9EZy2VXu6+r3n8DxRpc44485kJIrgsDOLwXZUXzErFaE0I5PA4R7SOQ9dqfpvRw4Hq+CgSCxgydMQxLnNYebef8HeRsCX2CwKmCPeUSHO3GAKCrzcWy+7lmrykNuAn0mrXOuPsrsPseaK90HY1qjgJA3rUIbNV+y+OOOwTUnYFzLTdUDkOVlOKqrqFmm6bwGhLbY+7a+mINm0IXFUnq/91J7EWeto6Vy1Zz8J//xp7X8gXGzZOnoe/RGwCluIiaLz8O6n6STo/u0jvc18ovH6BUlQV1z5ZCKIfHQdbJRCVHA1B2qLTN1jESCEKN0WJk9K1j3NeLXv5NfN68RZKo7vNvVJ2mzJkOfIS+tHmJG1JYHFKv6drYUY1x9ze+L6I3ovScrK3htCHvWui/PA3iDgNZ0kaXmOyu3+fKC41yWL1hK7g0N2T44P6tKkPZFySdjvgZl5J8721IZi1e337gMAfvfYLquv7QLSaLLBPxp7+AWYsFtC39Dftm/0ozeYvcqTfS0LpuLbU11Mz7LKj7tRRCOTwBsR202Bt7jZ2aEhF3KBAEi/4XDyA2Xfu8HfzjIPuW+18C5XRDsaRjzfwHoPVftmx7ENTmxT3Vu5YBDDs+9auWouuMBq7lbXP9luWYkjbVzei80nBdkwm5nVa7z5V7JCQ3JNV/bHKPI4b2a/H9A03kiEGkP/cQhlStRJVSXcORJ1+hbH7waw82RNc+gfDLr3VfV73zatCtw7pzbwJLXa/nLb8Hda+WQiiHJ6D+ywq0Dg4CgSA46Aw6xt1+pvt68SsLUVpRH9fWTm3HG3BGabGb+sqdmA590az1pPY9cCYPA0BXkY1ctNXnNdSUPqjRWrkY6dAGsPtfEkyujztUVdSDu/xe52h0CZoSo1qtqDX+u779xbpDa90nGY2E9Qhu/+SWwtQhhfRnHyJ8SH/tAUWh4K1PKPxwVov2ZjaNm4ThDO19o1ZXUfHiUyilwfselyKi0V1wa9DWDwVCOTwB9VmUgMiiFAiCTI/JPUnuoykThXsK2Dqn7fYsDTiynpqe/3Jfhu1+AcnRPAubo/N57rFh34++LyBJKJ1HaEOXA/ngOr9lkTJ6uMfqgR1+r3M09ZZDAKW4ZePjHMWlOAu17xVzZoa7LExbQGcJI+W+vxBz3mT3Y6U/zifn+TdQalsmUUWSJCJu/Tu6tI6A9vpWvPQUShBvAuQhk5EnXB609VsaoRyegLgMj3JYIpRDgSCoSJLEmXdOcF8ve30JDmtwC9m2JZxxQ7Elawqd7CjBvO/VZq3n6DQFVda6iBj2/+xXvUKl83D3WM7y39UmpTdQDg8GrpacHBfvHivFRQFb1xtqd3lCJ8K6dz3JM09NJJ1Mwg2Xk/Dna0DW1IzqNRs59NCzOIpbJslTtoQTdfdDyO2119l1+CCVrz6H6ghAT/IT7TntRoz9xjT9xFMAoRyegHYd49zj4gNCORQIgk3HIRl0GaN9UVbkVbD4Vf8TGU5HrN0f8LTWy/4AuXq//4uZYnB20L7k5Jp8dPm+J4MoHQe7C2JLWav8lyUuCSJiAFAP7ApYvcOGlkNXCyuH1gbKoblHlxbduyWJOXs8qQ//HdmiJU3Z9h/k4P1PUZt1sEX2l2NiibrnYaQILR7QuWs7Ve+8FrR6hJIkEXH+TUFZu6URyuEJiEqOxhCm3Tnn7xStvQSClmDiPyajM2gKxR+frxXuZR9QwjpQ26m+TqEDy84nmrVeY9eyH/XbTBGoqX0BkEsPQql/xaYlSULqWGc9tFZCUWCSC3QhdCvX7mxoOWy7yiFAeP/eWsHshLoEoJIyDj38LFVrN7bI/rqkFCLvfACMdZnUf6yi+rMPgpeEVFeI+1RHKIcnQNbJJPfWYqAqciuoLGh7jbUFgtZGu4x2TL7/LPf1L4/PETdnPmDtfBuKSetZbSxYgK58UxMzTowzfSJqXc1DffZccPnujquPOwSQ9/tvPZQ69nSP1QC1KWscc9hylkPFZqd2/wEAjKlJ6CIjmphx6mNKTyX9mQcxd+sMgFprI+eZ1ymb1zKZzIYumUT+9R634mZbOI/an39okb1PVYRyeBJS+3oKpYrivAJBy9D/0oH0u6g/AM5aJ9/c9RU1ZaKclFfow7F2vdN9GZb1pv9rGSw40ycCINvK0B9Z4fMSjZTDQMUdBigpRY4LjXJoyzoATs2tae7R9uINT4Q+JooOj/2DyFF1tStVlYK3P6Hku19aZH9j3wGEX+/JKK75+jNsvy9rkb1PRYRyeBJSGiqHm4VyKBC0BJIkcdYDU9yW+/Kccn785/eivI2X2FIvQTFqQfiGvF+aFXvo6Hyue6zP+snn+WpiN1SLVhZMPvAHuPxLMpLSu7mLVisBSkqRDAak6BgAXCUtpxxad+51j9u6S/loZJORpLtuJvbCs92PFX3yDUWffdsitSbNo8cTdvEV7uuq914Peg/mUxWhHJ6ElDM8yuERYTkUCFoMvUnPxS9dgiXWAsD+37NY+t/FoRXqVEFnpjbjRkArjG3e/47fSzk7jEE1aq3wDAcWgNPHeoWSjNJJy1qW7DVIhzf7JYdkDodErSwJOVmoNv/rJjakPu5QLStFdbRMdrx15+mRjHIiJFmm/YxLaX/1xe7HSr75mYK3P22RWohh516MaXxdmR2Xi8rXnsexa3vQ9z3VEMrhSYhoH0F0itZGL3dbDopTWC4EgpYiKimai164BEmnWYx+f38lOxcErs5dW8aWfg2qTutZbcr5AZx+uuV1JhwdtRhQyVmDLt/3eoVKp2HusXzY/xhId1KKouA8EpguOnKcp2SZUh78EiuKtZaaTZoioouKwJiSFPQ9WyOSJBF3yTkk3Hy1+7Hy+Uu0Woi24JWaqd87/Jo/Yeg3CAC11krFi09i3xC49oxtAaEcNkG9a9lZ66RgT0GIpREITi/SB3dkwt2T3Ndz/u8niva1bGbpqYhqiHbXPZRcVRjz/Y/rcqaOco/1ub4nlagpvd1jKc9/5V6qa6MH4DyS5fc6jdaMinGPlfLygKx5MqrWbkK1a8pPxPBBSPLp/RUcM/VMku66GfRaokj1mo0c/teLuCqrgrqvpNMRedtd7i4qOBxU/vcFapcvCuq+pxKn9zvTC1L7dnCPRVKKQNDyDLl6KL3O0RQMe42dr+/8itqK2hBL1fqxd7jMPTYd/srvdVzJnmLWuhw/lMO4dFSTZsWUc/1330lJHd3jQCmHclS0e6xWlAVkzZNRuXyNexw5ZmjQ9zsViBozjNSH/o5k1krN1O7apxXLLgxufWHJZCLyjvswDh+tPaAoVL/3BtZf/OgI1AYRymETNIw7PLS+ZQp3CgQCD5Ikcc4j55LQXSvRUnqwhK9u/xJbdcu04jpVccYMxhWulQ4xlKxErvHv/FIt8bhitNg4XdEWsPto1ZFk1CStFI1UWQBV/iV/NLIcHg6QW7mh5bAiuJZDV2UV1Ru1PtW6uBjCeraNfsqBILxfL9KevB9djBbfaj+cy8EH/o3tUE5Q95X0eiJuvh3zpKnux2pmfUL1lx8HrNj6qYpQDpsgqWcSxnAjAPtX7UdVgp9RJRAIGmMIM3DJS5cSVpegcnjjYb7625fYa4Ibn3RKI0nYUi91XxqPfOP3UvXWQ0l1oc//w+f5SpKnTqHf1sOoOAjTagI6cwJkOazLVobgu5WrVq13l7CJHDXktHcpH425czppTz+AIVm7CdSKZT9H7b7soO4ryTKWq24g7CJPFnPtvJ+oeuMlVNvpewMq3p1NoDPo6Dg0AwBraQ15oiCvQBASYjrEcsWbV2GOMgNwaP0hZgkF8aTYUi5BrTvmTUe+BtU/a4gz2VOvUOdP3GFyL/dY8lM5lCTJ7VpWSvJRapoflyZFt5xbuaKBSzlqtHApHw9jUjxpT/8TU+d0AJTKKg4/8gI123YHdV9JkrCcfwnh1//Z3Qvavm41Fc/9C6W8LKh7t1aEcugFnUd6yg3s/z0wd6wCgcB3knomceU7V2OOrFMQ1x3kq9tn4rC2TBmSUw01LBlHe61Hss56CH2Jf11KXMkeZcafpBQl2WM5lHKbkZSS2CDuMADWw4Yxh8F0KztLyrBu3QWAISkeU9eMoO11qqOPjqTDY/8grJfmdlestRx54j+UrvI9U95XzOMmEXnnA0hmrTOQM2sv5U8+iPPIoaDv3dpo88rhLbfcwvjx45u1RqeRnd3j/SsDE+siEAj8I6lnMle8fRWmSC2A/eAfB/jqDqEgnojGiSmz/FpDNcfhitMUPLloG9h8VKSiU1DDNEVMzt0O/hY8DnBSSuOYw7Jmr3ciKn//w/07R44ehlRX0FtwfHThFlL/704sA/sAoNod7H7oGYoX+d6lx1eMZ/Qn6sEnkGO1MkdKUSEVTz182hXLbtPK4Xvvvcf//ve/Zq8T2yGWmDStyv/hjYdFILxAEGKSe6dwxVtXY4rQFMQDa7L5+u8zcdQKBfFo7Alnoei1QH9j3s/g8K9PvDNZq1cooaLPW9PEs49CkjxJKdYyqPAvPKdhUoorALUOJZMJzJoVOpgxh5XLGmQpjx4StH3aErLJROr9f3O321NdLvY8/hJlc4Nfbkaf1pHo/3saXXonbW9rDRUvPUXtovkt0smlNdAmlUOXy8Xjjz/OzTffHLA1O9dZDxWnwsG1BwK2rkAg8I+UPilc/uZVbgUxe3U2X/99llAQj0Znxp5yIQCSUoux8De/lmlU0safYtgN4g7lPP9a4DUqZ5OT7dcaR1PvWlaD5Fau3LaL2t2aldPYMRVTemoTMwT1SAY9SXfeTPTksdoDqkrBO59R8O7nqC5XUPeWY+OIfuAxDP0Gag+4XFR//D+q3ngJxdr2e723OeWwtraWgQMH8uijjzJjxgxSUwPzQWwYd5glXMsCQasgtW8q09+40l1RIHvVfr656yuhIB6FPekc99hQ6J/lxdX+DPdYV7LL5/lqe094jlTqZwxXZCwYtJsBV0lgkgMli1aDUbXWBMUqdOi9z93jmKkTAr6+v6iqirMyOL9zIJF0Mgm3ziDlyovcj5X9vJDDj/0HZ1lwM8wlcxiRt9+HebLn82P/YxUVTz6Eq6BtJ6fqQy1AoKmtraWiooKZM2cyffp0MjIyArJu+pCOyHoZxamQtWIfqqqKuBGBoBXQoV8HLn/jSmbe9gX2Gjv7V2bxzV1fcdmrl6Mz6EItXqvAGTsYVReO5KrGULRUy1qWfLMNqJYEVGM0kr0cudT37FE1Lt09lor9875IkgSx8VBwGKU4DykA53B98gGqCnYbmMzNWq8hldt2UbFei1UzJMUTPWFUEzOCg+pSsB4poHrvYc+/fYdxVddiiAonKjMdY8dEwrt0ILxLKmFpCUi61vPZkSSJ9D/PwJyeQtaLb4HThXXrTg784wlS/nErYT26Bm9vnY7wq25A370X1e+/iVpTjSvnMOWP/5OI2+7G2Ltv0PYOJW1OOYyKimLPnj3o9YH91UzhJtIGpHFg7QHKDpdRsLuAxLqivAKBILR06J/G9NevYNZfv3QriD//azbnPnE+kixu4pCNONqPxpg/D9lejK58C66Yfr6tIUm44rqhz1uLXJOvJaWYopueV4cal+ZZqsT/hgJSbCJqwWFUmxVqKiE8yu+1AKQwi0dGqxUpgMph/vdz3eO4S6YhBfh76WTYi8vJ+XYxVTuyqd535IQ9ix0V1RSv2wHrPFnkktFAeKdkInpmkHD2cMI7pbSU2CclYepEHFER5LzwFq7Scq0W4v89T/z1lxFzzsSgGmxMg4ahT02n8rVnceUcQa2upvKlp7Bcfi3myee0OWNRm3Mry7IccMWwnh5neWJmds73vw2UQCAIPGkD05n++hXoTdrnf+vsLSx6ZWGIpWo9OOLPdI8Nhf79XZQYT1cPXeke3yabIlDDtQzQ5iiHxCR4xqXN73cvN1IOAxdL5iyroHixll0rR4QT2UK1DVVFIf+X39l4y7/J/WYRldv3H1cxNLaPJvKMLpjaHavgq3YHVbsOkvf9Ujbf9hzb7n2N4uWbgh7n5w1hPTPp+MIjhPXupj3gclH43pfk/ed/KNbgttXUJSUT9fDTGPoN0h5QFGq++FCzKDraVihLm7McBpPuE7sz/99zURWV7fO2M/Zv49vc3YJAcCqTNjCdC565iG/v+RpVUVn94e9EtI9g6IxhoRYt5Njbn0l43dhYuJjazLt8XsMV61EO5bI9uJIG+zRfjUtHqi5GqimB2kowR/osgxQbT32UnFqaj9SheS5FKSzMI5/V2qy1GlLx23JUhxOA6ImjkU3GgK19IqyH8tn36iwqtzSOizclt9Ncxl3r/nXpgDFW+9vHxcVRW1TGkXVbqd53pM7lfARbrqfNYcWWfVRs2YexfQyJ00aSOHUEhhjfX7tAoY+NpsO/7qHos28p/X4eoPWttmUfIuW+v2DskBy0veUwC5F33Iv125lY53wHgG35Ily5R4i8/R/oYuKCtndLIpTD4xAbG0tsbOwxj8fHx9N1ZFf2LN9D2aFSrDlWOpzRoUVlk+uqt8fFte43oJAzcJwKMkLrkXPEZSOR7BJf36/V9PvthV9Jykhi0MWaIlNaWhpK8U54vtSjKEqQkgTiILoXlG9HX76ROIsC5vaNntHUa6ikD0L5XRtbag6i8/G1tiVn4jy0AYBoVzm6uI5NzDgWa1pnKurGFns1lma+35TYOOrtTRF6XbPXA63sSvaCpdqFJNHx8gswB/FzoTic7PvkZ/a+/wOK3WPB6jBtND3+dvlxrYP1yLKMJSGOLmePbvS4o6KaI3NXkv3VAqoP5AJgLyrj0Ec/c+Tz+SRPGkanq6cQ3c3319AfjvfebHfnnykZ2I99z7yGq8aq9WS+/ym63P832o0fGRQ5JEnSZLnt71T06kPuq8+h2mw49+2m8okHibj7oaDs29K0ObdysOl//kD3ePPsjaETRCAQnJCRM0Zx1t1T3Ndf3vU5u5b4Vz6lTZFyVt1AhVzfXctS+x6ei2Lf/55SfCf3WC3c7/N8AF1cknvsKm5+xqhs8biVA1WipPT3ddjzNctb7PBBmFOSmpjRjL227mP5dY+y+62v3YphWEo8Q1+7j36P3nJSxfBkGKLCyZg+mXGznmHoa/eROHYA1HnKFIeTI7+sYPmMR9jy7Ic4KqoD9vv4StzY4fR5+3nCOtW13LPWsudfL5D1wpu4guxmjho3kY7Pvoa+fTwAzuIicl97Iah7thTCcugjZ0ztyzcPfIXiUlj//TqG3TKiRV3L9XdNJSUlLbanPwg5A8epICO0HjktFgvh4eGcfc8UKgoqWPXpSlwOFx/e9D5/+eZ2ItIiQipfU1itVmpqglNHTR85nPr0DVv2T1RHT2r086ZfQ5kIcxxybQmugu2U+/hay+Z4DHXj6oPbcWWM8Wk+gKr3uIGtuQdwNPP9Vovn/K4oLMAegPfv4a9+dI8TLpwSlM+E6lI48P5P5H672NNxRpZIvmg8aTOmoDObvNrXm8+tLjOFzg9eR0reueTPXkH+3FW4qmpAVTn4zUJyFqyh403nEz9xMJIcHJvTSeUMN5P61P3kv/kxlctWA1Aw+1dK120m6Y4bCeve5dg5flJ/vtRj7tqNjP+8zZF/P4J1+1Yt4z1IXHbZZU0/qQ5Jkpg1y7+OSCCUw+NSWlqK0+k84c/Th3Qke9V+ynPKyd2WS0qf1pHJJRAIoKamxq1cjbt7PCVHitm9aBe2ahtvX/kG13/xp5DK19T5Eky0kjYWJFcN+pLVfq2hxGYi565Gri1Gqi1BNXvvLm1UzsbfpJTo9poFS1UDkpDiLmVDYGIObQePULNJS1g0pSQRM6Q/pWVlzV63IaqisO+VmRTO97yG4V060PnOy4nITDvJzOZhTmpHx5vOp8M1U8ifvZxDn85FqbXjLK9i34ufkz9nBRm3XkRkj4ygyXAiZLOJpDtvIqxPdwrf/xLVZseRm8+hB/5N1MTRtL/6YvQxzctsh8bnS0PC7nwQ11svY81uflvHE9GhQwckSWoUdlJvnDo6FKW5RivhVvaDXmd7spZ3zBNZywJBa0XWyZz/zIWkDdS+MGtKa/ju4W9DLFUIkY04o7TzS1ebA84qn5dQIj0xZlJVrk9z1WhPooBUVejz3gCS3oAUUdfVpKrMrzUaopR5LFFyA4uQv5R8M8c9TrpoasAtaaqqsv/1r92KoaSTSf/TeZzx6l1BVQwbojMbSbl0Av3/9yBxoz0lkap2HmDrnS+z94XPsBcHt0D18ZAkiZjJY+n44qOYMz1F1yt+W0723x6idM6CoGVcSwYDEX+5m/ChwYl1rMfhcLB582b3P7tdy0Rv+JgjAJnTQjn0g24TeyDrtT/d1tlbcNpCYwUQCARNYzAbuOSV6cR31eKCKvLKQitQiFEsnrg/XXW2z/NVi6eUjGz1UcEzmFGNdTF+1cU+7+3eN7wujq7Gvz7RDXEe9lgwdR3ST/LMprHn5FG5Yq22VlQECedObtZ6R6OqKtlvfUf+nJXaA7JE5v3XknrZxJAUrTbFx9D94Rvo+fRthKV74ioLF6xlw01Pk/v9ElRFaXG5jCmJpD19P/F/uhLZolmGlRorhe99yYF7Hqdmm+9F3L1B0umIu+LaoKxdj81m47fffnP/s9k0N/bxHmsObV45zM7OZvHixQFdMyw6jO4TtcDsmpJqtvy0OaDrCwSCwBIWFcb0N67EHB3W9JPbOK7wBsphje8uMKWBcijV5Ps8313rsNr/ODy5znJIbQ2qq3k356565VCW0SU3r91qyTc/g6K592LPPwtdWOAKaquqyoF3fyTvB08WdNd7r6Hd2P4B28NfYgZ2p+8b95Jx28XoIuqUMauN7Le+Y/s/36A2z/8bAX+RdDpip00k479PETXRk4ltP3iEw//3HPlvf4KrJnCli1oTgciDaPPKYbAYdp2nCf2aj1ehKq27P6VAcLoTlRjF5PvOavqJbRxXA8uh7JflMN49lmr8cA2HazGKkq0KnP5ZOKTwBhm4zbAeqi4XrpwjAOgSk5EM/tcitOcVUrFkFQByhCWgfZRVVeXQRz+T+01dX2xJosvdVxJ/5qCA7dFcZL2O5AvGMuC9h0g8x+Nardi8l023PUf+L7+HpI+zPiaKpL9eT9ozD2LqkuF+vHzeEg7c+SjV67e2uEyBpL7ET0OFUJIklGZabIVy6CfJvVNIH6zF3pQcKGHP4uCYqQUCQeDoPa0PGUM6Nf3ENowS7onF0lX7Yzn0tA2Va3xPCFHDGySwVPtXc1KOaJBY0Azl0JWfC04tPqu5LuXS736Bui/k2HMnIwfQanj483kc+fJX93XnO6aTMLllOq74iiE6gs53TKfXM3/BlKDV81SsNrJemcnO/3sbW1FZSOQK69aZ9GceJP5PVyLVFSR3FpVw5MmXyXvtfVyVvsfftjQulwuz2exWCA0GA2F1RdzT07X3b2RkJGFhYc2OOxTKYTMYfsMI93jVR7+HUBKBQOANkiQx8fbAxoGdarjCM9xjXU22z/MbWw79yBa2eJRDyc+4Q7dbGVCboxwGKN7QUVhM+aK6VnmWMGKmTfR7raM5MnMBhz/x9Gju9JdLSJw64iQzWgfR/bvR9837SZji8bKV/bGTTbc+S+Fvf4TEiijpZM3V/PJjWPr2dD9esWgl2X9/hMpV61tcJl+orq5Gr9czefJkMjIyOOecc9zZyxdccAHTp09nxowZyLJMYaF/CV/1COWwGXQe1cUd5H5k42EObzwUYokEAkFTRLRv3XUOg44uDJdZyxqW/bAcqmHtUetqA/qckIIn5hD8jzts5FaurjjxE5ugoXKob4ZyWPLdXHBqWbAx50xEF25pYoZ35P6wlIMfzHZfd7zlQpLO9702ZKjQh5vpcucV9Hj8FgxxmrXXVWVl7/OfsvuJD7CX+P/aNQdDYjypj95N4l+ucyesuMoqyH3uDXJeeAtnefMTnYLB7t27UVWV3r17c/HFF9OlSxdqa2tZunQpOp2O1NRUTCYTTqeT5cuXN2svoRw2A0mSGNog9nD1h6tCKI1AIBB4h1KXlCI7ypDsPrp2ZYO7tqE/lsNGbuUa/5TDhpbD5riVA5Gp7Cwpo+K3ZQBIZhOx501qYoZ3VG7fT/bb37uv0288l5SLxwdk7ZYmdmgv+r19P+0bxEiWrNzMxlv+HbJYREmSiJ40ho6vPE744L7ux6tW/sGBex6jZtuuFpepKVasWMGuXbtQVRVVVamtreXnn39m3bp1zJo1iw0bNrBmzRo+/vhjcnJymrWXKILdTHpP7cPS1xZTWVDJ7sW7KM4upl1GuybnCQQCQahwWTphKNbKocjV+3EZT9zr+XiolgSoLUayFoGqgOSDnSG8oVu5+cqhWhMAy6HRhNw+4eRPPgEl381FdWgZ0zFTzkQX2XzLtLOyhj3PfuKOYUyZPpHU6YFROkOFITKczPtnEDeqL1mvzcJZXo2rykrWKzPJn7OCDlefTezwPi3acQzA0C6WlAdup3LZGgre+wKlsgpXSRmHH32BdtPPJ+6SaUi61mFHUxSFX3/9lY0bN6IoCkVFRe6C+keOHOHIkSMB26t1/ManMDqDjsFX1wUGq7Dqg5WhFUggEAiaQAnzFEuWa30rZA14LIeKAxy+9dVVLTGeC6ufhZJ1Bs/YYfdrCVd+LkqhVopHn9bRr2LVzpIyyn9dAoBkNBJ7fvOz4VVVZe9/vsCWrynOkb07k37dOc1et7XQbnQ/+r/zAO0nDnY/Vr33MLsee4/Nf32e4uWbWrw2oiRJRI0d1jgWUVEp/vIHjjzxH5ylLV/Q+3gkJydz8803c8UVVzB9+nRSU7XSSxMmTGDUqFEB3UsohwGg/yUDMEWYANjy42aK9xeFWCKBQCA4MarBk+0ruXxT7gBUvScTV3L5WI5Gb/LMdfqn2CkVnkQWKdI3q2c9tjWeG3njIP8yf0t/mIdq17JCY6aMD0h7trwfllK6cgsA+kgLmffPCEmB62BiiI4g895r6Pn0bYR36eB+vCYrh91PfsCmvzxP0eL1QetmciL0sdGk/t9dtLvyQpA1C2bN5h0cuOcxqjeFvhva+PHjMZlMqKqKTqfjzDPPBLS2esOGDWPEiMAlKgnlMACYI83uzGVVUVn86qIQSyQQCAQnRtVHuseSww+3rM6j4Plcq1DfjLl1KBUN3NF+Kof21SvcY+MQ31ueOcsqKJtXbzU0EHvh2X7J0ZCq3Qc58O6P7uuu/7jaXQ6mLRIzsDtn/Pceejx2M+HdPDGf1uxc9jzzMRv+9DR5Py7DVevfTYQ/SDqZdpedS4fH/oEuLgbQklWOPP4fij7/vsUV1oa0b98egO+//54FCxYQFxdHZGQkK1euRFVVevToEbC9hHIYIAZfNZSIeC3WZPfCXRzZfDjEEgkEAsHxUfWeuDjJj/7KagPl0FfLoRoI5bC8ecqh8/BBXEe06hL6rt3RtY9vYsaxlP44H7Wur230WePQx0Q3MaMJmaqt7P73R6h1Wc/Jl5xJ7LDezVrzVECSJGKH9eaMV+6ix5N/JqKHp3e3La+Y/W98w/rrHmPPe99jL2u5LGJL7+50fPFRLAP6aA+oKiVfz+bwoy/iLAuNm7m2thabzcb+/fvZsmULDoeDlJQU9u7di9VqJTIysulFvEQohwHCaDEy+s+eEgOL/vNbSDKwBAKBoCkaWQ5dfhT/bWg5bIZb2X/l0BO6449buZHVcJjvsVquikrK5moeIsmgJ+7CKT6v0RBVVdn3ny+x5Wru8ogeHUm/4dxmrXmqIUkSsYN70uc/d9Lrmb8QPchjBXOWV7P77W9ZeP5d7H/rW3c8ZrDRR0eS+tAdtL/mEqiLSbVu383B+57Clt3ypeuysrIwm81069YNgLy8PDp06EBYWBgmk6nZXVEaIrKVA0jfC/uz5pPVlBwo4dD6Q+xbtpeuYzNDLZZAIBA0opFy6PTdGtMcy2HjmMNAuJVjfJqrqiq2NXXKoSRhGjL85BOOQ+lPv6LWarJHTxqLPs43GY4mf/YKSpZvAkAXEUa3B65D1retOENvkSSJ6P7diO7fjep9h8n5ehFFSzaAouCqtZP3/VLyflxO/KQhdLjqLMxJwa0OIskycRdPJaxXJrkvvI2zpBRnUQkHH3yG5DtvJmJo/6DufzSqqnLuuedSXV2NwWAgOTmZXr16odPpKCjwoyj9CRCWwwCiM+gYd8eZ7uvFryxEcbVs1pVAIBA0RXPdys2yHBoCYTmsS0gJi0TS+9YP2ZWdhVKgZSkbevZBjvbN8uiqrKLs54UASHo9sRc1z2pYvfcw2e98577ues9VmBLjTjLj9CG8Swcy75/BgPcfImP6ZOS6tncoCoXzV7PxpqfJem0WtsKyoMsS1qMr6c89hKlrBgBqrY2cZ1+n5LtfWsxL2LevVo9RVVUsFgsGgwGdToder8flcrFqVeBqLQvLYYDpPrEHyX1SyN2aQ+HeQjZ/v5H+lwwMtVgCgUDgprHl0A/lsKFr2FXr21xdA2XO72zlOsuhj1ZDAFtDl/JQ313KpXN+Q7Fqv3PUxFEY2vuvyDmra9n11Ieojro4w4vGETfiDL/Xa6uYk9rR+x8zyLzpQnZ89CO5PyzFVWVFdbrIn7OSgvlrSDxnJKmXT8IY1/yM8ROhj4sh7Yn7yH/9QyqXrwFVpeiTb7AfyiHhtmuRDYamF2kG2dnZHDhwAJvN5lZIVVXFbreTn59PVVXg+kML5TDASJLEhLsm8tmfPgFg0csLyRzfjfB2p3nLLoFA0GpQ9eHucbPdyr4qeJKEqjdpLmU/LIeqzYpaW6MtFembYqYqCvb6EjY6nc8lbFzVNZTNXuCeH3dR8+oPHnj3B2y5WvxkeLd00m88r1nrtXWMMZGkzZhK8kXjyPl2MXnfL8FVY0N1OMn7YSkFc38n6bwxpFw+EUNkeNML+oFsMpJ0180YOyRT/OUPAFQs/h17bgGpD96OPipwSSFH8913353wZ8nJycTExHD4cGCSYYVbOQikD+5I72lahlNtRS2zH/kJVRHJKQKBoJUgG1BlTcGTnL7XOURuYCFR/LD+yXV2CX8sh8UNinZH+eYSduzYilKquaQNffohR/j2RV7280KUGqu29ZkjMST4H+9WsS2Lgl9+B0AOM9HtweuQDcJe4w36CAvp157DgA8fIWX6RLe7WbE5yPl6IRtueEpryxekYtqSJNFu+nkk/+NWJKO2d+2ufRx6+DmcZcHtF202m0lISCApKanRvwsuuIDp06eTnJxMu3bNj8MU78QgMfGeyWSv2k91cTVZy/ex9tPVDL3W98BngUAgCDiqCopWvLmRouct9XMBZN9i/nDakex1CmmY7y5AZftq91jK6OXTXNvi+e6xadR43/a11lL606/ahSwTd7H/VkPF4STr1Vnu6/Trzgl6YkVbxBAVTscbzyP5ovHkfPUbeT8tR3U4cVXVkPXKTAoX/kGXO6YTlpYYlP0jRw7GkNieI0+9hqusHPuhHLJeeBMm+ldUvSmGDx/OiBEjjttisL7f8pVXXomqqnzyyScUFfnfkENYDoNEeLtwzn3yfPf1olcWkrO1eY2wBQKBICAodiQ0q4oqh/k8XXJ64gwb1S30hmpPdxM1or3Pe6tbf3eP5d7e33ArpSXY168FQIqOwThgiE/7ls1bglKlKbWRY4ZhTPK9NmI9ud8swnogD4DwzDSSzhvTxAzByTDGRpJxy4UMeP8h2k/wtOWr3LKPTX95jkOfzUWxO4Oyt7lLBmlP348+QXsv2wqC1yGtX79+gEcRbPgPNItm/bi+e4q/CMthEOk8sgvDbxjJqg9WojgVfrj/W26cebO71Z5AIBCEAklpoNzpzCd55glomISi9025lKoafHmG+6YcqhUlqAd3atumZSLFJXk9t3bZQqhzM5rHTEDSe//1p9jslP44T7uQJOIumeq90EfLkVPEoc/rLJiyROc7piPphJ0mEJjiY8m87xriJw3Rsphzi1EdLg5/Mpfixevp/PfLierTJeD7GpMSSHvyPg49/Bx2NXgVSgwGA06nk88//xy7vXFIxpVXXklERATvvvtuQPYS78ggM/av40g5Q2uOXXa4jLlP/iyKYwsEgtDisnrGOn8sh575viqXUjMsh+o2T6kOU/+x3s9zubAtrkskkSRM4yf5tG/FwuW46mLJIoYPxNQhxaf5bjlUlaz/fuXux5x84TgiMtP8WktwYmIGdqffm/eTMn2ip3j1oQK2/eM19r0yE2dlTcD3NLSPo8O/7glIf+0TsXPnTvbv309JSQmVlZWN/u3cuZNt27Y1eqw5COUwyOgMOi545kK3tXD7L9vY8sOmEEslEAhOZ6QGlj9V9sNy2DDLWO/j/AaWQ1+VQ2Wbx6VsGjjO63mOTes9iSh9B6Jr571LWHU4Kflurvs67tJpXs89mqLF6ylfvwsAY3wMaTP8t0AKTo7ObKTjjefR97//IKK7p29zwS+/s+m2Z6nYui/gexqT4ul8958Dvm49CxYsYPbs2aiqSmxsLCkpKcTFaRn7S5cuZd68eQHbS7iVW4CYDrFMfXQa39/7LQDz/z2PlL4daN/Z93gbgUAgaC7NdSs3Ui59VA4buZUjvE/CUG1W1N0bAJBj4tF37AFlZV7NrV38q3tsPvMsr/cEqFi6CmeRVlcxfFBfzJ3Sm5hxfByV1Rx421OKpNNfL0UX1vIhRqqiULLlAEcWbaFk60F0Oh2yTsalKkg62f1P1skYIsOI7ZlGbK80ojNT0BlPPZUhvHMKfV66k7w5Kzj4wWwUqw17UTnb7vsvaddMJfXySQF165uSEmDHtoCtdzQ9evRg7NixRER4yuNVVVWxdOlSdu7cGbB9Tr1X+hSl51m9yF61n43fbMBR6+CH+7/l2k9uwGAObtFMgUAgOIZmupVp4FZuTsyhL5ZDdc8Gd+kbU/8xSLJ3X+iu4iIcWzcCILeLx3BGP+/3VFVKf/RkODfHanjwvZ9wlGlFiuNG9yNueB+/1/IVVVUp3XaII4s2k7N4K7VF3pdbOfLbZgBkg47obqnE9Uojtnc6cb3TCUuIDpbIAUXSySSfP4a4EX3Y+8LnVGzaA4rKoY9/pmLzXrred01Qi2cHis6dOzN1qmZtbhieFh4ezjnnnIPdbicrKysgewnlsAWZdO9ZHN5wiKKsIgp2FzDvqV+Y9th5SPKxaekCgUAQLBpZ/vyxHDbMVtb5aP2q8i/mUGmQpWwa4H28oW35Iq10D2AacyaS7H3P4ppN27Ef0qpMmLt3Iay7f8kMFVv3UTBXi5fUWUxk3HqRX+v4StnuHI78tokji7ZgzS879gmyhKzToSoKahOtXhWHi9JtBynddhC+0rrMmOOjieuTTlyfjpp1sUsSOlPrNXiY4mPp9fRtHP5yPoc/mweKSvnG3Wz+y3N0vW8GMQO7h1rEkzJs2DAkSWLv3r2sWbOGqqoqwsLCGDx4MD169GDYsGFCOTwVMYQZuPC5i/nw6vdx2pxs+XEzsk5m6iPThIIoEAhaDKmB5dCvmMNG2cq+upULtH0lHYTFeDVHVVyo2+uSUYxmjD29K0Ojqiq2FYvrNpYwjR7vk6zubihA7Pm+uaPrUZxOsl77yn2ddv25mNrH+LWWtzhqbGx9bTYHf153zM8kvY6EIZmkTjiDpFE9SUzTkmuKi4tRXZqSqCoqqtNFTV4pJdsPUbrtICXbDlJ9uLjRWrWF5eQs2kLOoi3utaO7JBHTswOxPdNIGJKJuV3wOob4g6STSbt6ClF9urDn2U9wlFTgKKti5/+9TY/HbiZmcM9Qi3hC4uPjcTqdzJ49G6Uu876qqopffvmFrl27Eh/vf3mloxHKYQsTn5nAuU+ezw/3f4eqqGz6biMup4tpj52HLMoZCASCFkCu9XQZUY2+xz7L1Xl1cyN9K6Jtq0Iq0BIB1Lg08NKKpx7YCVXlAEjdByEZvbNWOvfvRSnUlFFDrzN8SkRxFBRTvWErAPr4dkQMHeD13IYc+GqBp6Zht3SSpvnez9kXSrYeZN1Ts6jJKXE/Julk4gd3JfXMM0ge3QtD5LGhAJIkIel1oPe8JtGRYURnptDpgmEA2MqqKd3hURZLdxzGZfWUVFGdLsp2HaFs1xGyv18NkkS7MzqSPK43KWN7E5YQE7xf3Eei+2XS74372PviZ5St3YHqUtj15Af0fv72VptB7nA4MBgMyLLsVg4B9Ho9kiThdAaulqNQDkNAz7N6gQo/PPAdqktl609bcDlcnP/Uhch6oSAKBILgItdku8eu8AzfJjttSFWaq1WJ8m2ufHAdkuoCQM3wvotEwxI2cu8RXs9z91EGjEN9U8rKf1vmdkdHTx7jV9KCrbSC3e/UJaFIEp3/emnQahoqThe7P17Erk8WQV27Vl2YkZ43TSZt8gCM0ZZm72GKCSdpRA+SRvRw71mRlUfp9kOU7jhM2c7DVB4odP/dUFWKN2dTvDmbra/NIaZnB1LG9iFlXG/CU0PfEcYQE0GPf93M7qc/pGTFZpRaOzv/7236/OdOzMmtL2E0NzeXzp07c+mll7Jw4UIKCgoICwvjoosuQq/XB6yvMrRR5XD//v3cc889LF68GIBzzz2XF198MaAm1+bS8+xeyHqZ7+/7FsWpsGPudhSnwgXPXITO4H1MjEAgEPiKroFyqFgyfJorVx5EQvvy91U5lPav9ezbyXvlUKlXDiUJqZd381RFwb62Lk5Rp8M40PuOKKrLRflvy7ULWSZ6wmiv5zYk65OfcVZrLvyEs4Y1KqkSSKoOF7HuyVmU7fAoB3F90hn40HTCU+KCsieArNcR0y2VmG6pdLpQe8xRVUvZ7iMUrttH7tKtVB30JCCV7ThM2Y7DbH97LtHdUuhy2ShSJ/RF1ofuO0/SyXS97xp2PPgWlduyNBfzY+9xxst3ojO3roYVK1eupEOHDqSkpBATE0NBQQEOh4OEhATsdjsrVqwI2F5tzkxVXFzMmWeeyapVq7j//vu55557+PHHH5k8efIxFcVDTfeJPbj4pcvcyuCuBTv57h/f4AxSmx+BQCAAkKuzAVAlI0qYbwWd5Yps91iJzvBtbvbqun11KGmDvJqjFuVA/gEApI49kSJivJrnzNqDUlJX27B3X+QI72PfqtdtxlVSBkD44H7o47zbsyH2kgqyv9JiFiWDng4zpvi8RlOoqkr2T2tZ/KfX3IqhpJPp8adJjHrl5qAqhifCEGEmfmAXet18FhM+voszP/w7PW6cRFTX5EbPK9+dw/qnvuK3q18i67vfcdkcJ1gx+OhMRrr/60+EpSUAYM3OJevVr1pdw4qCggK++OILduzYQWFhIQBOp5O1a9fy+eefk5+fH7C92pzl8KWXXuLw4cNs2bKFnj21wNJhw4YxefJkPvroI26++eYQS9iYzHGZXPrqdL658yucNid7Fu/mm7u+4uIXLxVlbgQCQeBRFbflULGkg+Sb1UauOOAeu3yxHFbkIxdr+6opvcEccfLn16E0cClLPvRSbuRSHjLS63kA5fOXuscxZ3lfbLshR2YtQLFpBomkc0cFPAnFZXOw7slZ5C711NQL79COQQ9PJ7Zn64iZkySJqE6JRHVKpPt1E6g6XEzu0m0cWbSZ8t1aaEJNXilbXv6JXR8upMulo+h04bDjxkQGG0NkON0f+ROb73gJxWqjaOEfRPbMIOk8/6zGwaK4uJhffvml0WOBtBjW0yzlsLKyksjI1pWJ9OWXXzJ+/Hi3YggwadIkunfvzpdfftnqlEPQejBf9trlfH3HLBy1DrKW7+Prv8/i0penYwgTCqJAIAgccm0ekqJ1OPE53hCQy7PdY18sh3L2Gs88X+INt/seb6gqCrZ6l7Je75NL2VHYOBHF0q+X13PrsRWVkT9HU05lk5GU6b6162sKxeFk7aOfk//7LvdjHc8bQp+/nIPe0rpcoQ2J6NCOzKvG0vXKMRRvzmbPZ0soWL0bAHtZNTvenc+ez5eQcf5Qukwfhbldy9YeDEtLpOvdV7L7qQ8ByH77O8K7diCyZ0aLynEizj77bJ+e35yOKc1yK/fv3581a9Y0/cQWorS0lKysLAYNOtZdMXDgQNatOzatv7WQMawTl795JUaLEYDsVfv59IaPKM4ubmKmQCAQeI/cjHhDOMqt7IPlUM72Pd5QtVah7tPKpNAuGRK9i9lz7t2FWlYKgKFPP2RLuNdylv+23JOIMsm/RJQjXy5AdWjhQRmXTcIYGzgjiupSWPfkLLdiqAszMvSpa+j/j4tatWLYEEmSaN+vEyOeu57x7/6N1Al9oa6cm7PGxt4vl/HbNf8h69vfm6y/GGjajelP8sXjAS37evdTH7qLl4eaXr160bt37yb/1T+vOTRLOdy/fz9jxozhmWeeaZYQgeLIkSMApKamHvOz5ORkysvLKS8vb2mxvCZtYDqXv3WVuw9z3o483p/+P9Z+tgZVaV2xDwKB4NREV73fPXZZOvk8Xy7X5iumWDB52SFDVZEPaMqhajCjpnjXHUTduRYULbtZ7jUcSfKuHmxDl7LJB5ey6nJRscCTiBI1wfeyM7b8EgrmalZLncVMl2v976pyjHyKwobnviVnsWbZlI16hv/7WpJH+27dbC1EZ6Yw+NErmPTp3WScPxS5rkWfs8bGlld+Ytnf3qZ8X24TqwSW9BvPI7J3ZwDsRWXsefbjFldSj0d2djb79+93/8vOzqagoABFUaitrW30+P79+5te8CQ0O+bQ6XTy0EMPsWDBAj755BOSk5ObnhQkKisrAbBYjk3ZDwvTYhiqq6uJjm69LX869OvANR9ex7d3f03pwRKcNicLnpvP7oU7mfbYee4m2wKBwD8KswpDLUJIaVzGpqNvk51W5Bot6F2J8n6uVJztbpunpg0AnXfhMo3iDft4F2+oKi5sf9TN0xswDBjstZzV67fgLNEsjuGD+2JoF+v13HoOf/krqlNTaDOmT8YYEwklJU3M8o5tb/zCobnrAa3g9NAnrqb9gM4BWTvUhKe2o989F9L9+onsfH8BB2ZrNxOl2w+x5ObXcTx6Nd0uCm6NyHpkvY5uD17H5r+9iKO0gvINuzn85XzSrg58UpEvfPfdd8d9PD09nUsuuYTt27eza9eu4z7HV5plOXzvvfeIiIhAVVUWLVpEv379mD17dkAE84f6zKKT3V16e+cZShIyE7hx5k0MusJzqB384yDvXvoOv3+6stVlUAkEpwoH1mTz1X0zQy1GSNFVer48lHDfFAu5zNOaS4n23uoo5W73zEv3LksZ8LiUTRakzmd4Ncd16CBqeRlQ51IO876+X+XKP9zj6Enet+irx1FZTeFv2ho6i5nOV0/1eY0Tkf3javbVta1Dlhj8yOUkDm/d7d78wdwukv73XsToV28mIl0rP6e6FFY88gk7Zy1tYnbgMLaLptuD10FdD++cWb9hL/G+J3VLcvDgQWw2GyNH+pZ4dTKaZTm84YYbGD9+PNdeey0rVqygqKiICy64gL/+9a+88MILGI3GQMnpFRERWvab1Wo95mf1j0VFNR3gGhsbS2zsie8YFUUJvoIWB1c8fxWDLxzCrH98SenhUhxWB98+8DVb527hsuemE5Pi+11tSyHXfaBau6XzVJDzVJARWo+ckiS5ZWnIptkbmfm3LzAn+NEuLoCE9HxRFajYrI1N7YhJOQMa3DA39RoqOYepd66ZOwzA4uVrba/Opb5QSXiXgei9mKdUlFJYrlkbDRk9iItP8ErOspVL3OOYwcOI8VJG1eUiqy4RRRduocOZo5ANviUEZv2yGtWu/aZp54/FHBt1Qjl9IWf1Tja/8pP7euT/XUX3i8Y0a816Wsvn9mjizoyj86i+rH3hG3Z8sRiA35/4nGGO6fS6ekLLyDAujurpk8j+cj6KzUHx98voc++1xz1f6iktLQ2aPMfziup0Ojp37ozJZEKvD1wBmmav1KlTJ5YuXcrTTz/NY489htPp5PXXX2fZsmV88cUX9OjRIxByekV6uhasnJt7bHxCTk4OMTExhId7H5jcGug6KpO759/L7Cd/ZPXnmqtk95JdvDjpeSbeMZnRN4xBb2pzFYkEgoCy4qPlfPvg18LqXrIR7HUuzvjhjRRDb1ALtnou4r0PeFfy97rHcmKmV3McBz0WTkNH7y1k1u0eGc29vIttBKjcthtnhZZ4ED2kv8+KoaooHPx2ofu648WBUWDKD+Sz6O53UJ2aWt772kl0vzQwimFrR2c0MOyBy9FbTGx5T8u8Xf3MLFwOJ2dc71+va1/pet15HPp+Ma5aOwe/W0SXGecQnpLQ9MQgcOutt5705wUFBQHbKyBahSRJPPTQQ5x11lnccsstbNq0iU2bNjFw4ECGDh3a6F+9AhcMYmJi6NSpE+vXrz/mZxs2bGDwYO9jT06G1WqlpqYmIGt5y4T7J9FxdCfmPf4z5Xnl1FbWMuepn1jx8XIm3DWRbhO6tyqXef1daEmAYm2Cxakg56kgI7QeOS0Wi/smUFVV5v9nHvNe8NQF6zXZe4UhFATzfAnb+w31FeSqo0dhO+q1auo1tORucn9plBtSUb18rY05u5AA1WihTDF5FYPn2rHBPba164CjwZwTyamqKtXbNmkXZjPVUbHUeClj4cJlHnnP6OHz+7hs/S6qD2nxmFH9MrFHmd39b/39TNgrrSy97U3sFdr7IXF4d7pcPz6gn7HW8rk9GZ1mjEVn0LPxrTkA/PHit1ittXS9vAVqEEqQdMFYjsxcgOJwsuOtbxj8+G3B3/c4nOzmtqysjIULF57w574SUJNTdXU1nTt3ZtOmTUiSRG1tLcuWLWPZMs+HLiEh4biWvUBxySWX8PLLL7Nz50631XLBggXs2rWLe++916s1SktLA9rAOlB0GdWFu3+9lzlP/8SaL1eDCmWHSvn27q9JH9yRSfdOJrFHUqjFFAhCSk1NDTU1NaiKyvxn5rF+pieObPj1I5hw1yQWLVoUMvlCeb4YCn5zj+0JPtbeU1Xk4h0AKGHxqGFe9p511EKZVklCbZfhtbVSPeKxNkqpXb2aoxQVeErYdOmGpPO+wHf1H3VKpSwRPsi7+MaG5M/xFCJOmtb8xAlVVVn/1FdUH9Jc65GdEhj0yOVB683cmpEkiQF/PQ9Jr2PDf38EYNubvxCR3t7d5zmYpFw6gbzZy3FV15Lzy0oOXjyOsNTjt+MNppFm1qxZxzymqiq1tbUBV+6b/S6z2+28//779OvXj4kTJ/L9998jSRKqqmIwGFBVtdG/QJo9j8d9991HXFwcEydO5KWXXuLpp5/m0ksvZdCgQVxzzTVB3bslsMRYuOy5y7nxy5tIH+zJFjz4xwHev+Jdfv7XbKqKWkdNJoEgVLgcLn7453eNFMMJd0/kzLsmhlCq0CJZc9FXaC5XZ1QfVLNvN5JSTR6yTVO8lDjvv5ClkgPuXsxqe++TWNQj+7SB3gCJ3nX8cO7xuKL1md7LaM8rwH5YM1qYu3VBF+VbXUJbURklv2t/W0NsFLEjfVcuj+bIws3k/74TAGO0hWFPX4shPLTxsqGm/5/Poft1de56VWXdEzOpzA6uTgGgj7SQcmndvorCkZm/Bn3P43HkyJFj/uXk5ATF6tss5fCRRx4hLS2Nm2++ma1bt7oVwG7duvH2229TUVHBgQMH+Prrr7n//vuZMGGCVwkhzSE+Pp6lS5fSr18/HnnkEV5++WUuvPBCfvnlF0ymU6NAqDck9kjiqnev4ZL/XEZMWl1wuwqbvtvIm9P+y8KXFlBT1rKub4GgNWCvsfPV7TPZMU/LkJV0EtOeOI9h13nXXaOtYixc4B47fLUaAro6qyGAq13PkzyzMVKRp96a2s475VC1WaFIszZKyZ2RdN45uRx7drrHBh+Uw+o/NrvHEYP7ej2vnoK5q6DOhZwwZTiy3reWhEdjr6hh62ueyh/97704JH2SWyPdr59A8jgt3tVZbWP1Q59grzw2CTXQJJ0/Fl2EFpRR9Nsf2AqCl3jiLVdccQU33XTTMeNA0Cy38pNPPum2EgKMHz+ee+65h2nTPEU/09LSSEtL4+KLL26epD7QvXt3fv755xbbL1RIkkS3Cd3pPLoL675Yy4p3lmOrsuGsdbL6o1Vs+Ho9w64dzpAZwzCFtx3FWCA4EdZyK7P+9iU5mzXFQm/Sc+Hzl5A5zrskiLZMs1zKgFziUbxccd4XXW6kHHppOVRzstxdSqTULl7v5axXDmUZfRfvX3O3SxkIH9zP63mgZTnXF71Glkg8p/k3IdvemouttBqA5DG9SB5z6ha5DjSSLDPwn5ey7HAxFfvyqD5czLrHv2T4M9cF1eWuDzeTdP4Yjnw+H9WlkPP1Qjr95ZKg7ecNkZGR7hbGDceBoNl/SZ1Ox1VXXcW6detYuHBhI8VQ0DLojXqGXTeCP//4F4ZcM9SdvWyvtrPszaW8Ne111ny6Gqet9cVRCgSBorKgks9u/NitGJoiTVzx1lVCMQRw1mAo1mLiFFMirijf3Z664ga1Cn2yHDaojdjeu7qK6mFPvCEdvIw3rKrEdeQQALqOnZBM3rlgXTVWarZp/X31Ce0xpqV4Na+eklXbsBdpnbdih/bGFN+8EmNFG7M4OEcLh9BbTJzx9/OatV5bRG8xMeypGRijtdIuBWv2sPXNX4JejSD5wnHIZq1EX/7cVdhLK4O6XyhplnL4j3/8g6ysLD799FMGDBgQKJkEfhLeLpxJ957FrT/9hf6XDEDSaYGxNaU1/Pb8r7x9/hts+m4jijP0bYAEgkBScrCET677kMK9WveT8HbhXP3etaQNDF51hFMJQ/EyJMUGgD1hos8lbMBjOVR1Zp96Ktcrh6reBNFedtDK9VgbpRTvLIfObI8S6otLuXbnXnBpHU0iBvX1OaGgaKEnrjXx3OYnomx/e5573OuWswmLb70dvUKJJTmWIY9f5bYWZn21gu3vzAuqgmiICifxHK3QtGp3sP+/X7XZ8ljNUg6fe+45OnToEChZBAEiMjGKqY9M45bvbqPnFI87oiKvgp//NZv/XfI262eto7ayNoRSCgSBIX9XPp9e/xHlOZr1JiY1hms+vI7E7okhlqz1YMyd4x47Es/2fQFnLXLFAQCU2K4gexlT56hFKj0M1LmUvZynVhS7x1I77xJnlFJPUL4u0fs2rvYjee6xuWuG1/NAyxSt2KolzugiLMQMaF7HkpJtByndrlk/ozonkXHB0Gat19Zp378zfe+6wH299/OlbH1tdlAVtpRLJ6CL0CyWJSs2k//T8qDtFUpOv5z404i4jnFc+OzF3DjzJrqM8bhmSrKLmffUL/x30ivM/r8fObzhUJu9+xG0bQ6tP8hnf/qY6mItPiu+azzXfHgdcekieN+NqxZjgZaMouijcLTz3boll+11Zxy7Yrt5PU8q2o+kap4KNd772EEq6hQ9WYZw75IY1Ypyz75R3lvbHHmeXtuGpOOXJzkRtblFOMu1915kz4xmx7xlfe0ph9P5slFIJ+nEIdDIOG8Ife/2KIhZ3/zO5pd+QFWC4yEzxkXR9Z6r3NfZ//ue6r2Hg7JXKBHvvNOAxB5JTP/vFVzzwbWkDfK42Ry1Drb8uJlPrv+I/138Nms+XkVNqchwFpwa7F26hy9v/RxbpeYuTe3Xgas/uJbIhMAFZbcFDEVLkVxaeStH4tkg+97WVFe6xz1WYryP4ZQKPbGDarx3sYMAamVdJmhEDJKX1kalosw9ln1QDu15nlIohmTfOl9Ubc92jyN7Zvg092isBWXkLNkGgCk2nA4Tfc+aPl3pdMEw+t9/iTtcIvvHNWz975ygGT3iRvQh+aJxAKgOF7uf/hBXTdvyxAnl8DQibWA617x/LTfOvImBlw/GFOnJYC7OKuK3Fxfw2qSX+f7ebzmwJltYEwWtlq1ztvD1nbPcSVadR3XhireuIiwqrImZpx/GPI9L2Z7kX8Kg3FA59MVy2EA5VLxUDlVFgXrlMNJ7C7BSUeEe+6IcOuqUQ8lsQhftW6m1yp3Z7nFzlcOsb1ehujRrV8YFw9CZfGvfd7rT8ZxBDHroMpA1BTHrm9/Z8+mSJmb5T/qN5xGeqdXfrM0pYt+rs9rUd6ZoynsaktgjibMfnMKEuyayc8EONn23kUPrDgKgOBV2zN/Ojvnbictox+Arh3DG+X0xWny3NggEweCPz9fy67OeoP2eZ/fivKcuQGdoXm25NomrFmO+VrBX0UfhaO9fuzG5zKMcumK9txzKBQ0shwleWg5rKkHREkSkSO8zf9UGlkNv3cqqy4WjQItvNCYn+JyMUrXjQN2GEuHd/E9+clrtHPhpDQCyQUfG+cP8Xut0psPk/rjsTjY+9y0AO96djyk2nI7nDgn4XrJBT7cHrmPz317AVVNL8eL1RPfvRtLUlqunum7dOoxG7bv5jz/+CGgtZ6EcnsYYwgyccV5fzjivL8XZxWz6biNbftjkdi2XZBcz/99zWfrGEgZOH8igK4YQ0T4ixFILTldUVWX528tY/uZS92MDLhvIWQ9MQT4NW4p5Q2OX8ll+uZQBdKVaqRfVEIEa7n2yR73lUA2LhvB23k2qalBcOMoHy2FlneVQr0cKs3g1x1FY4s5UNiT65lJ21dqo3p8DgKVjEvpmdC85NG89jirNLZk6sR/mdiI0wl86ThuMvbzanfW98cXvMURZSBnbO+B7mVPa0/nOy9nz9EcAZL/5DVFn+BBb20zWr1/vHm/YsOEkz/QdcaIKAGiX0Y4Jd03kb7/+nQuevYj0wZ674NpyKyv/t4I3przGnEd+In9XfgglFZyOqIrKr8/Ma6QYjrx5NGc/NFUohichEC5l7FXIVVrtSFdspvdlcGpKkaq1xBI1wft5aoVHOZQiYrwWUykvA0COjPbaAuhoFG/oWzJK1a6D7q4oEc1wKauKwr6vV7qvu1w60u+1BBpdrxxLl+l1VnJFa7NXtCHr5JP8pP3YASRO014zxeZg5+vH9j9uCfr378+AAQOQA5TEJCyHgkboDDp6TelNrym9yd+Zx5pPVrN97jYUp4LL4WLzD5vY/MMmknon0/+i/vSa2gdThOi+IggeLoeLnx7+gR1zPUWYJ/5jMkNnCNfbSXHZMDTMUm4/xq9ldGUN4gZ9SUYpaBhv6IM1pbJBn1gvLYeq4kKtsxxK0T7EG+Z6lENjko/JKDsPuMfNiTcsWLOH6kNFALTv34noTN+KcAuORZIket82BXt5NYfmbUCxO1n94CeMeuVmYroF/u/b8ZYLqdyeTc3+HGqOFACBt1I2RVpaGpmZ2uczEFZEccstOCGJPZI476kLuO3nvzH8+hGNEljytuUy98lfeG3iy8x55CcObxTlcASBx90nea6nT/K5T54vFEMvMBQtRXZqHRwciZP9dik3jDf0JRlF9jdTucKjHHobc6hWVbnb7cmRviejgO+ZyoFKRtn/3Sr3uPNlzS+iLdCQZJn+911M4git9qSzxsbv935AZXZBEzN9R2cy0u3B65BDmES0fPly7HY7o0aNol07L0M4ToKwHAqaJCoxijPvmsjIW0azbc5WNn27gbwdWuFYR63DbU1s37k9/S7qT69z+hAXJ+rMCZpHTWkNs/72JblbtbguvVnPRc9fQtexoh2eNxhzf3CP/XYpA3Jxw57KPmQqlxxyj73tqQyg5nkscsR5V8hcaVDjUI7yPuPYWVHlHuvjYryeB2DL1RJZJIMOc6pvLul6XDYHheu1Itrm+CiSRnjf2SWYqKpK8e48agoqMEaGYYoy1/0f5m7Peiog63UM/teV/H7P+5RsPYi9rJoVd7/H6FdvJqJD+4DuFZaWSMafL2LvzHlNP9lPRow4ebJLUVERycnJXHbZZSxcuJDdu3f7vdep8yoLQo4p3MTA6YMYOH0QeTty2fjtRrb/vBVblVZnrqiuHM7C//xG11GZDLxoEKnDOgi3s8BnynPLmXnb5xTv176AzZFmLnvtcjoMSAuxZKcIziqM+fMBUAyxONqP83spXckO91iJ80F5Kc9xD9WYVK+nqYfrLJWyjJTsXS/m+nhDACnahwxnm809ls2+JZQ4yjXF0hAT6Xex6pKtB1DsWjmmhMGZzS6i3RxcDhe56/ZzYOkuDi7dRU3h8fsG60x6TJFmjFFhtO+eTKdJvUkd1qXVVgvQm40Mf+Y6Vtz9HuW7c7AVV7LizvcY8/qfsSTGBHSvhKkjqDiSz5GAruph+PDhXsXThoWFce655/LSSy/5vZdQDgV+kdQzmSkPJTPx7klaOZxvN3BovWYpUBWVPct2s2fZbvQmPZnjutF7Wh86j2q9B4ig9VCUVcSXt35GZb725RQRH8Hlb15FQqZvbr/TGWP+XCRFy361J58Hsp/uLlV1K4dKeBKq2XuPgFSmKYeq3uR1prJqt0F+neUwMQPJ6N2NZcPuKHJ0jNcyKrUe5VAyee92V11KI+XQXxomSbQf1HJZrvXYKmvZvvwP9v62lazF23DU2Juc47I5qbFVUVNURVlWIXt/2Ywx0kzHsT3oPLk3KUM6Ietb1zlviAxj5As3suKud6nYl0dtYTm//+N9Rr92C6aYwFXgkCSJrtefz5EVywK2ZkNKSkp8LrfkL0I5FDSLo8vhbJ29mW1ztrr73DptTnfdRHN0GD3P6knfC/uT3Du5xd7kglOHI5uP8NXtX2ItswIQmx7HFW9dRUxqTGgFO8UwHfnOPbanXOj3OlLVESS7pqS74np6P1FVkeosh2p0sveZyjlZ7gxgKc378IGGlkN/lUPZ7L2Hw1lZA4oW49gc5bB0u6ftWru+GX6v4yuKS+GPN35j6xeewtsNkQ06UgZ3Ir53Ko4aG7aKWmwVVuyVtdgqrdjKrdjKa3DZtTJA9spa9szZyJ45GzFFh5ExviedJ/cmeVAnJLl1nPPGaAsjX7yRZX97m+rDxVQdLOL3+z5i1Ms3YbAEzrslG4OnVn300UdBW/tohHIoCBjtMtox7m9nMvav46ncX8H679az8cf17i/62nIrG75az4av1pPUK5mB0wfRa0pvDGGiE4AAdv66g58e/gFnreZmS+qZxPTXryS8XXiIJTu1kGrz0RdrPXpdYWk4Ywb5vVZjl7IPymF1MZJTU7zUaO+zQ9VDnhgpn5TDMk/5GznGB7dynXIo6fVIOu+tXY4yj8vV4KflSVUUSndpyqEpLpKwBO8TaZqDy+5kyWPfs3/BtkaPG6PMpI3sRsex3Ukd3gVj+MkVJpfdyZE1WWT9uo2DS3e6rY62ciu7fljPrh/WE5eZyODbJtJhZNdWYQwwxUa4FcTawgrKdx1hzYOfMPzZ60RHmqMQyqEg4EiSRMbgTmQM7sSYO8ay//cstv28lT2LduOodQCQtz2Xn/81m4UvLaDvBf0YMH0QcekiieV0RFVVVv5vOUtf97S66jikI5e8PF3Eq/qBKfdHJDRrkD3lIu/rEh4HudijHLraea8c1ruUAYjxQTk87MmMljr4ohx6Mpx9UQ6VuphDyQerIRylHMb6ZzmsOlyMs67wdWzPDi2iPNmrbCy4fya5f+wHtOz//leNpttZ/bB0jvHJHawz6kkf3Y300d1w1jo4vGovWb9u49Dy3TjrzvmSPfnMv/tzkgZ0ZPBfJ5J4Ruhjhi1JsYx44QaW3/4OjgorRRuy+OPxmQx57MpW5w4PJUI5FAQVnUFH17GZdB2bia3axo5529kwa50727m2opY1n6xmzSer6TSyMwMuHUjXsZkiNvE0wWlzMudfP7H9Z48Vo895ZzD1kWnog+ieabO4rJj3v+O+tDXDpQygK/FkKvtiOZTKPCH5qj/KoQ/JKOC/5bDereyLSxnAUdpAOYz2z3JYttPjUo7p2cGvNXzBWlzFvLs+o3iXdvbqTHomPH0Z/c8fDmjxbP6iNxvIGN+TjPE9cVjtHFqxhy2frqRoh3aTkLfhALNvep/0sd0ZfNsEYjuHNn44KiOR4c9ez8q738NltZO3fDubXvye/vdd3CosnE3RsWNH0tPTiY6OdrfMs9lslJaWkp2dzZEjzU+JEaevoMUwhZvof/EA+l3Un5wtOayf9Qc75m13x63sX5nF/pVZhMVa6DOtD2ec34/E7t6VshCcelQVVfHNnV+Rs6XuIJNg/B0TGH7DiFPigG6NmPe/i2zTOhjZEyahRHhfX/B41LuVVb0FJcr73sFSw0zlaO8ylVV7LeT5nowCHuVQCgtDMnmfdVzvVpZ9SEaBwFgOS3d4lMPYHsFVDisOlzD3759SeVj7O5miwjjrpatIOCPw+xrCjHSe1JtOE3uRvXAH695aSPlBrerAwaW7OLR8N12n9mPAzeOITI4J+P7eEtcrjaFPXM2qf36M6nRx8Od1GKMs9L5tashkagqj0cjFF19MSop2w3V0bWFJkhg2bBiHDh3ixx9/xNYgG99XhHIoaHEkSSK1byqpfVOZeM9kNn+/kfWz1rmTWKylNaz9dA1rP11DYo8k+l7Qj17n9MYS412/VEHrJ39XPl/fMZOKPK2rhcFs4Px/X0i3Cd1DLNmpi2QrJCzrDQBUSUdN9webt6C9ErlSq0DgiusBkvdlVhq6lb0tY6PmZIHqezKKqqput7Ic431oiqqqzXAre+oj+puQ0tByGEzlsCqvnNk3v4+1pBqA8MQoprxyDTGd/KvN6C2SJNFpYi86juvB7tkb2PDuEmoKK7VqFnM2kvXrFkb981wyp/UPqhwnI2FIJoMens4fj30JqsreL5dhiouk6+WjQybTyRg3bhzJycm4XC5ycnKoqKjA6dRitA0GAxEREaSkpJCWlsb48eOZN8//motCORSEFEusheE3jGTotcPJXrWfzT9uYvfCXW5rYv7OPH7dmcdvL/5K5vhunHFeX1ES5xRnz+Ld/PDP73BYtbikyMRILn3lcpJ6JoVYslObsD0vILk0BcCWdnXzrYbFHle/T/UNAanC039djfbydW1Q/FpK9b6si1pZAXVKnhzrg3JYa3NnHMthvtU4dFbWuMeGKP8Spuo7dVhS4jBEhvm1RlOoqsqKZ2a7FcOYTvFMeeUawhO9LxTeXGS9TI8LB9F1Sl+2f7WGTR8tx15Zi8vuYunjP1CVW07/P40Nmbcg9cwzcFRa2fTi9wBse+sXorsmET+oeZ+fYJCZmYmiKHz00UeUlZUd9znR0dFcf/31dOnSvNJIQjkUtApknUznUV3oPKoL1gorO+ZuZ/P3m8jdplkgFKfCrgU72bVgJ5ZYC72m9qbPeX1J6pkkXJCnCKqisvLd5Sx9YwnUeUOS+6Rw6cuXEfH/7J11fBvn/cffd2KZ2Y4dxw4zM3OTNGkKKa60cte16wpbu25ruxW3tf2ttDJzm0LSNMzMjA44iWNmW6y7+/0hR7IbsmTZsp17v15++fTo7rnHlnT63BcTAi8HogKayr0YTn4FgKyNwNbxwYbPWbTbuy0l9PbvYIvHjaho9GCsnxBRqnxxg0J0/a1aUs4J77Ymtf4JD+6KSu+2Nso/sSTXWGsABJ3/X6Oyy43b6hG0xrjGe+8fXbSHnPWeNobmhAgufftWjFGh8cBojTp63zSCLjP7s/mNJRz8cRsA295dQVVeOSMfnx6yhJCMywZjK6rg0CfLQVbY+sy3jPvw/qDWQAwGGo0GWZaxWq3n3MdqtSLLMho/su/PhioOVZodpkiTtxNL0eEids/ZyZ6fd2Mp8dz9WsusbPliM1u+2Ex8+3h6zuhNj0t7EtmEd8Mq/uGwOPj5r3M4tOygd6zbJd259B8z0BnVEhINQlEw7/8HQo3itnd4AMXQ8NZgmqKd3m0p3j9xKNSIQ8Ji658tXUscElF/C6D7pM/iqElrV+/jpHKfONRE+3ftUFySd1sIwIvhrPR9uesjG0es2SusbHhlgffx8EenhUwY1sYQaWLEY9OJSo9j06uLAcj6eQeWwkomPH8N+hBVKOh66wTK9udQtDkLR2kV21+YzZDnb25WxodTp06RkZHBb37zG7Kysqiursbl8nhgtFotkZGRdO7cGZ1OR3Z2doPOpYpDlWZNQscExj80kTH3j+PYhmPsmbuLQ8t9bufio8Ws+O8yVry6jIwhmfS7uj+dxnRW3c7NiOKjxfzw8HcUHy32DAgw+r6xDL9jRLO68LZUdIWL0JWuB0Ayt8Pe7tagzKsp9lgOFa0ZOdoPF5XsBmu559h6dkaBX1kOI+ufcSzl+MShNr3+4tBdWxz6aTlU3D5xKAZgoXFW1BKHjSTYdn2yFnuZ5zwZ47rRbkzz6NsMnnjEXr8ZTlhSFKue/gHJKZG76Sjz7v6Qya/cQFhi09/oCxqR/o/PYsXtr+Ios1Cw/iDHvl9P+6uGN/lazsWKFSuYNWsW0dHRDB48+Kz7KIpCdXU1y5cvb9C5VHGo0iLQ6DR0HNWRjqM6Yq+0c2DJfvbM3eVt2YcC2RuOkb3hGGHx4fS5oi99r+pHVErTFJZVORNFUdj9004WPb/QW9/SEGHgsuevoOOo5hfP0yKRHJgPPON9aO36V9A03PIi2EoQqz1Z5FJ8DxD9EEDWcq8VUwmvvzisYzkMr7849FoOBQFNm/ondki13cp+Wg5lqZblMABXaGNbDmW3zOFfPJZfUSsy9OHmmYHbfmIPzPERLHn0KxyVNkoPFzD39veZ/MoNxHZs+koVxrgI+j02iw1/9nQi2fvWAuL6ZhLVIaXJ13I2SktL+eijj+jVqxcZGRnExMScUcrm+PHj7Nq1C6fzwq0Qz4cqDlVaHMZII32v7EffK/tRllPG3p93s3vuLspzygGwFFez7t01rH9/LR1GdqTf1f1pP6IDYgib2l9sOCwOFjzzS536hfEdErjqlauJbacWOw8WxhMfo7F6xJErdhiuxMlBmVdTtMu77bdLubrE9yDMjwSR6nLPhsFc/57KkoR0ypP1q0lu41f5m7puZf9uIuu6lf3/Gq0jDhvBcnhq0xFvEkr6yC6ENeOY3uS+6Ux/7zYWPfg5VbnlWAor+fmuD5nwwjWkDq5/rctgkTS0C+2vHsHRb9ciO91seforxrxzH1qjf+WOGgun08nWrVvZunVro55H/bZUadHEpMUw8p7R3DP3Pq57+wa6TOiKoPG4KhVZ4fCqLL69/2v+d+nrrHlrFRV5FSFecesnb18eH173Xh1h2Peqftz6+W2qMAwigqME4+H/AqAgYO329wZ1Q6mNprhWvKGfySiCpdi77Y9bmdPiMLz+Qk3KzwW3xyqtSat/HUYAd7nvWuCv5VCpbTkMyK1s8243huUwa57v9es4zc9kohAQ3S6eGe/fQUIPT9kjl8XBooe+4MSaQxc4snHoftclRHX0WAurjxex941fQrKOUNKqxeGRI0cwmUysWLEi1EtRaWQEUSBzaHuufHkW9y14gFG/G0NEku9uuTKvktX/W8WbU1/jq3u/YP+ifbid7vPMqOIvboebBf/6hY9v/ICyEzXFdsMNzHzxCqb+/VK1h3aQMWW9hOj2FGN2pF2LFNkjaHOLDcpU9nXaqK84VCQ3WD1/ixAeXe9T1clUblv/eENoaEKK79ohBpKQUmHxbuuCLA4dVXZOrPJ0tjFGm0kbXv+akaHEFBvGtDdvIX20p9ap7JJY+tg3nFybdYEjg49Gr2XA369FU5Mslz1nE7mr9l7gqNBy0003cd999xEX58cN2XloteKwvLycK664ArvdHuqlqDQxEYkRjLx7FL/75X5m/fcaOozqCKcNKoqnE8uPj37P65P+y09P/UDe/tzzzqdyYU7tOsX/TXuJpa8tQZE88WbJPVL47dd30H1K8ESLigdN1QEMJ78AQNGEYev8SNDmVhQFTbHHrSwbY1DC/SvQ7M1UBqhvzKGllkXfH3FYK1NZ2zaj3sfBrxNS/HO7KpLs3Q7IctiIbuVjS/d6E/baT+7ZopLztEYdE56/hvaTegIegbjkz197y/E0JRHtEul1/3Tv4x3//h5bYfP1PO3evRu9Xs+4ceOCMl+rFIf79+9n2LBh7N69+8I7q7RaRK1Ip7Gdueb16/jd/PsZde9ootr4XFa2chtr3l/Ny5P/w0c3fMD277bhsATebuhixGV3sezlJXx6y0cUHPIUPha1IiPvHc3NH99KTFr9EwtU6omiYN73FAIegWLr8HsUQxB71VYcR7R7LL9SfG//XdW1Yg7r7Vau9gk1wupvxXOfOund9tetfNpyKIaZEXX+WbXl05ZDQUAIIJbZVVXLrRzkAtjHV/j6YXea1ieoczcFolZkzFNX1BGIy574joqckgscGXzSLx1IyhjPza2r0saBD5Y0+Rrqy44dOzh+/Djp6emMHz++wfO1uoSUjz/+mLvuuouoqCjuuOMO3nvvvVAvSaUZEJUSxch7RjPirlEc35zNzh92cHDpAe8ddt7eXPL25rL0P4vpPqUHfa7sR5tebdRSK+fh5LYTzHvyZ8pO+NyIab3SuOTvU0nsrPbEbhQUGfO+J9GVrgNAMrXFnnF7cE+Ru9m7LSX4Ly5qWw7r71Z2+Y7X1T+pRLH7RJYYWX9Rqcgy7hKPANbG+38Dc9qtLOoD+woVRJ+g/HV/3IZSnVcOeKxwcV2bR5atv5wWiLJLInvFflwWBz8//CnXf35/k65DEAT6PnolxVuP4Kq2k7N0J93vuSRkxbEfeuiheu3Xt29f0tLS+OSTTwI+V6uzHO7atYvrrruO3bt3M2LEiFAvR6WZIYgCGUMymfnCFdy/5EEu/+cVtOnh6/3qsrnY+cMOPrnpQ96/+l02f74JW6XtPDNefDgsDha9sJDPbvvEKww1Og1TH7uU38/5gyoMGwvZTdjuRzCe+Ng7ZO3xDGj8a/12IeqIw6T+fh9fx61c32xl2eem9ctS6fKJSrT1t/5J5ZUop3vSJvgfo3Xacij4aXE8jcbky3yVbK7z7Ok/1mJP7KY5PqJF39yKWpFRf5tJRJtoAHK3HWP9/xY1+Tr0ESbaTR8EgOx0kz138wWOaDwURan3T3x8wwrhtzrL4fPPP49e3zxSzlWaN6YoEyNuHcWIW0exd81eds7ezt75e3BaPPWhirIKWfKvRax8dTk9Lu1Jnyv7kdIjpUVfcBuC5JLY+cMOVr+5EmuZL2aqTe9ULn16Bp0Hdg7h6lo5koPwnQ+gL5gPgIKIpfd/cCUEJ76oNsqpTTXnEAKyHJ52Kyt6M+jrGU9X23om1t9modRkKqPR1LHGXQhXkU/AahsgDgO1HGoMPlHptjesHl1tXDYnzmpPaIy5GZevqS/6cANj/nEl8+7+EEVSWP/6QmJ7ppDUx78QgoaSeflQDn+zBmSF7B830un60SFp9Tdv3rwmO1eLEIf5+fnnfT48PJzwcI+ZVxWGKoGQ0j2FlO4pjH94IgcW7WPH9zs4tdNTP81ld7Fj9nZ2zN5OYpck+l7Zjx7TemKMDK7FprmiKAqHV2ax7JWllGbX+lI1ahnz+3EMvGGQWkPSHyQ74McXt2QjfNtd6ItXAqAIOqr7vo4rOfiFjRWnBYo8WZlyTGfQ+y8wTlsO/Spjo9S2HPrxXjptOdT691XmKvSV2wnEcqg4PecVA6hxCNSpmSc5gmc5tBVXe7fN8S1fHAIk9WpLv9vHsO2dFSiywoonv+fyT+/BENF0119zSgwpI7qRt3of9uJK8lbtJXV805cIOnSo6Ur7tIgrekpKynl/XnjhhVAvUaWVoDfr6X15X27+5FbumH03A64biN7su5AXHixg0fMLeG3S/zH3rz9xctuJoMcMNSdy9+Ty+e2f8t0fvqkjDLtN7s4ds+9m8E1DVGHoJ+ZDL4IiXXhHQHBVErH5Jp8wFI1UD/igUYQhgJK/3bs2KbGf/xO47AiOGoHilzis9RnywzJ/2nIo+OFSBnDXshzqEv13v8nOBloOa5V1kmzBsxxaalzKAOaE0MTFNQZ9bh1F2kBPC8fqvArWvvBzk193M68Y6t0+uXB7k547FLQIy+G777573uf79QvgInYeYmJiiIk5d5CyLMshEwRijeskNrZ5FxNuDeuMHRxLl8FduOKpq9gxZzubvtzAie2eumpuu5s9c3ezZ+5uEjsmMmDWIPrN7EdMWvD/3lD8L0tPlDD/X7+w46e6F8HMQZlM/9tlpPc7s6Zcc3nNBUHwruVslJWVnfO5pkBbupHYYy8iDH75rCEK3uuLvRiW3wRlNa+BLhJh7HdEJDZer1d53yrvtrH9KMx+vpZyaQ6nI3R1sSlE1PN4Z2EYp18Vo9l8weNOv76iJCMDosHg1/uuvNJXZzCuQybhfv6dp3sr60zG8573XJ+J4jjf94tRowvaZ6bQnu3djmubVK95m8vn9kLMeOVmPpj2Ao4qG8eW7KXrpL70vPLs/YUbg5gJA9mZ/AOW/DIKN2cRhh5zwpkF20N9fQkWLUIc3nHHHaFegspFjCHMwJDrhzLk+qHk7s9l05cb2Pb9Vmw1XQ4KDxcy/4V5zH9hHhmDMuk3sz+9p/chPK5l3bkrikLWmizWf7qWfYv2Iteq5RafmcC0xy+l55ReF23MZTBRDr4FERkI3f9Qd1xRUGwFUJ0NG34HFTVlSQyxMH4OxPZt3HVlL/NuCxlj/T++qsh3fIQfFrk6MYf1j+XyWg51/oUTOQt869QnJfh1rKIoyKfdyvoAE1JquZWDGXNYXasOX3iif4W9mzuRbWK55NnrmPPAhwAse/Z7MkZ2ITzRv9aHgSKIIh1mDGHXuwtQJJkj8zbS69bgtKtsjrQIcdjcsNlsWK3WC+/YCJy+uystLb3AnqGlta7TmGRk9INjGXbPCA4uPcDO77dzYouvS0P25mNkbz7Gj09+T+aw9vSY1pPO47rUcU039hr9xV5pZ9ecnWz/Ziulx+uewxRjZuTdo+g3qz8anea8d8XN5TU3m82EhYWFdA31QdnyOHLVMXBVoVhywJoDllMg1621KRuSqBz0OTLp0Ij/W8FWQkSex0opxXal0mnw+3xi3jFOyyW7JhxLPY+XK3yixm6347rAcaffa7LD879SRNGv95011xPHLuh1VCkSgh/HnhaGALJw/vf7uT4TdsknCCtLyoP2mSk+XuDdVkz1+580l8/thYiNjaXL1L50mNKbIwt24ai0Mf+vXzLhhWuabA3xo7vBuwsAyPppvSoOLzbKyspwu9XWairnRmfU0fPSXvS8tBflOWXsW7CXvfP2UHzUE+iuSApH1xzh6JojaA1a2g5Ip/3wDrQf0YG4zLhmYX3L35/Htq+3snf+Htz2uu/3sPhw+s3qx6Abh2BswsDvYGC1Ws978xbq/72j7Q1w4nlAQTn49nn3lUxtqRr8BbLZv9ZwgaDJXQt4LHju1NGBTVK7AHZ9u6NAwAkp3mxlPxJSFEXxZitr42P9fj/UFodCECyHUhAth9baCSmtIFv5bAx96BJObTyMvcxK9vL95G4+SptB7Zvk3BHpCcR0b0vZvpOUHszhyKY9RGbWLd0V6utLsFDFoYpKA4lOi2H4HSMZdvsIirIK2fvLXvYt2ENlnqcDg9vh5ti6oxxbd5Sl/1lMZEqkRygO70C7IRlNJr5slTZObDrOsY3HyN5wrE7x6tOkD2xH/2sH0HlclxbVdqsl4Wj7GxzSYQynvq0zLmsjkY0pyKY2nt9h7XGkXo2ib5ouM9qTK7zb7rRRAc1Rp8ahOdAYNj/iuUUN4AbJv5t5b7axsf4Ft73Hun3JRIGWM6ndFcVRbjnPnn5SS5fI7volPbU0jFFmBt8/iVX/+AmAY8v2NZk4BEga2oWyfZ7OPJackjPEYWtBFYcqKkFCEAQSOyeR2DmJsQ+MI2fHSfbO38uRVVlU5vvag1XmVXpL4wgagaSaY5K6JZPcLZnEzkkNckOfRnbL5O4+xZG1Rzi27ij5+/NQ5DO/eA3hBnrO6E3/q/sT38G/+CuVABAELL3+jTPlMkBBNqYgGduALoSWHtmNNqcmGUUfgZQ8MKBp6nRH8cdyWDuBqHZB7AsdFhGJXFKEXFl54Z1rEAQBMcyMXFWNbPE/PEh2+USXEGApG1OtOLlg9uuNbOsT5BUnS4lpH8S2is2IjHHdWfPcXGS3zKkNR1AUpcksdrWtvq1VgEMrF4e33nort956a6iXoXIRIogCbfun07Z/OspfplBytJija49wdN1RTmw97m3bp0gK+fvzyd+fDz/trDkY4jLiSOqWTFLnJOJTEzCEGXDITvRmHXqzHp1Jj96sR3K6qcyvpCKvgsr8Sipr/a7IrcBlP3sNNVErkto7lR6X9qLHtJ5BEaMqfiCIuBLGhHoVXjSFOxAd5QAImeNBDMxdisVnjfarzmHtJBS5/l+4QkQklBShWKpRZAmhnsksmnCPOJSq/ReHSq2QIyFQy2F0GKJei+x0YyssD2iOsxHV1vc/rzzR9L2ImwqdWU9Sn3TytmZTlVtO5clSotL9r1cZCGItj4oqDlVUVAJGEATiOyQQ3yGBwTcPxWVzcWLrcY6uO0r2+qOUZJfUtegpUHKshJJjJez7ZW/Q1pHQKZGMIZlkDM0kfUC6KghVvGhP1spSbn9JwPMI1QG0zoNfiUP/LIcSgKKgVFcjRNYvc1UTHoYLkK02FElG8KNWZzDcyoIgYEqMwpJTElTLYW2BVNGKxSFA6tAO5G3NBuDUxiNNJw5rvea1rcitDVUcqqg0MTqTjg4jO9JhZEfA08+5MKuQggP5FBzwWBGLsgqRGnDh0Rq0RCZHktQtmfbDO5A5rD0Ria0zQF2l4WhPLK/ZEhDaTwR7YPMI1pruKMYo0PhhfazjVq7/+16M9JVrkasqEespDsWwmrZ+ioJstaKJqH/ZqdrWokDdyoBXHLotDlzVdnThDY89jmx7EYnDIR3Y8sZSwCMOu1/dNDUPa1sOlVacuKqKQxWVEKMz6UjtnUpq71TvmOSSKD5SRPGxYnTocFqdlBeX47I6cdqcOK1OXFYXgigQmRxJZEqU93dUciSmGHOryZpTaVyEqhw05VmeBykDEMzxYA+grImi+Poqh/uXjCI0xK18+vRV9Y871IT7Sh1JFv/EYW3LYaBuZQBTYrR321ZYji48OeC5TqMPN2CKDcNWamnVbmWAuE7JGGPCsJdZyNuajeSSmiSJTrUcqqiohAyNTkNS12SSuia3mDpkKi0T7cnl3m2xQ+AuZZwWBHdNjUZ/4g2hAW5ln6VQ9kMcei2HgOxn3KHi8lmLAnUrw5lJKZHtGy4OASLT47CVWrCVWnBWO9CH+5+R3RIQRIHUIR04smAXLquTwl0nSRmQ0ejnvVhiDtWmqCoqKioXMbpa4lBogDgUanVHUcL9zHqv5VZWmsRy6BOHUrV/pWTkIFkOzUnR3u2gJqXUir2rPNm6rYdpQzt4t3M2HG6Sc9YOJWjNlkNVHKqoqKhcrLgsaHLXAyCHJUNCj8Dnqir0biqRfpZQaUBCivcwfyyHtdzK/pazqetWbljM4WmsBWpSSiCkDvGJw1MbjzTJOeu4lVXLoYqKiopKa0N7ag2C7Cl35G47rkFxqnUthw0Qh9LZyy+d9bBaCShy+blbO/4aTaQvxtBVFHi4huwIvLuJqZbl0JoXvJCRqHa+ntans3lbK6bYMMJTPO+B8uziJjmnq8rm3W7NUd2qOFRRUVG5SNFmL/Ruu9pNbNBcgqXWl3N4/Ll3PBu6WnFxLj/EYaKvO4VcmF/v44yZ6d5te9bReh8HYG7niw20HM7x69g686TEekvoVJ8MnrBpMzATXU2ZqqOL9+CyBa89X3PDaXFQne+xutYWxY1JwcZD3u3YXo3f1jJUqOJQRUVF5WJEcqA74alvqOgjkFKGNWy+ap/A8as7CoCuVs1Nl6Peh4nhEQhhHiugVJBX7+P0bVMRalrn2Q/5Jw71cVHo46MBqM46iSLV3w1eG41eiznF0xqx+kQRih/u9POhM+vJnOgJD3BZnWQv3x+UeZsjxftzvd0WE3umnn/nIKDIMoUbDwKgMemJ653R6OcMFao4VFFRUbkI0eZuQHBVA+BqOx40DSuKXrsAttIgy2H9xSGAJikFALmkGMVZv2MFjYixUyYA7pIyXMX+uXXDu3gsj7LNgS2n8AJ7n5uIdE/ijmR3YS+uf8zkheg8o593+9Cc7UGbt7lRtPeUdzuhR1qjn6/swCmcFZ4Y1cSBHREbUOeyuaOKQxUVFZWLkNouZXdGA0rY1CBUN8StHJjlEEBM8rl5pcKCeh9n6uJLZvDXehje2eeWrj543K9j68yT7svqrjwWuMj8NYm90ohq57He5m8/TumR4M3dnKgtDhN7NL7lsHDDQe920tAujX6+UKKKQxUVFZWLDdmN9sRiABStCXfaqAZPeVocKsYI0PpXW08QBK/1UHH5FyOnSW7j3Zby6+9aNnZu7922H/Qv0/W05RCg+tBJv46tTe3ahpVH6h8zeSEEQaDrFQO8j7e/syJoczcXFEWhcI8n5lMfbmiSmMP8WuIwURWHKioqKiqtCU3BFkS7J7vXnTYatKaGTagoUJOQooQF+CV92noYoFsZQPYj7tDYyScObX5aDsM6tYWazO6GWA4jO9YWh/Vfe33oesVATHGeeMzsFfs98XmtCEtBJbYST1hEfPdUBLFxc4ftJVVUHPRYKqM6pmCKj7zAES0bVRyqqKioXGRosxd5t10ZUxo+odOC4KppyOxvMsppTscd1jNu8DSa2m7lgvoLIG1UBLoUT8kdx9HjyH5kSWvDTJjSPC5h67FcZGdgPXYj0hO8hbQrgmg5BNAadfT9rc8ivPXt5efZu+VRtNeXKZ7QBC7lgtou5WGt22oIqjhUUVFRubhQZHQ18YaKqMPddmyDpxTqZCoHaDnU14hDP93KYi3LoVTgn8A67VpWXG4cx/xzD4d38ZQxUdwSlmOnLrD32RF1WiLaeURm9YkipABF5rnocvkAbx3AnPWHyd8euJWzuVG4p1a8Yc/GT0bJX+vL+k4a1rXRzxdqVHGooqKichGhKdqJaPUkbrjbjAB9RMMnbUim8mlOxymetkDWE9FkRqgphi3l++c6NXWulZRywL/2a2G1klKqdgfenSOyg0fcKpJM2d4TAc9zNjQ6Df1uH+N9vPrZOTgqbec5omVgLanm6OI93seNbTm05pVRuDkLAENsBDHdGl+MhhpVHKqoqKhcRNTJUs5seJYygGCtVQomLDawOYw1cY9uF4q7/i5eAE2KRxwolRXI1VX1Ps7UvbN327Jrn1/njO7vcy0WLt6Eoih+HX+axEEdvdtHvlsb0Bzno+PUPsR29rjeK0+Wsuwv37botm9uh5slf/oaa5HndW4zuD2mmLALHNUw9rwxzxs60HZyXwSx9Uun1v8XqqioqKh4qO1SFjS40xvWFcWL1de6TjHFBDaHydfSDrvFr0M1qW2921Ju/buW6NPboImNBsC25xCys/6i1JSWSEQPj1vadjyf6gOBuWxTx/XCmOBJbshfe4Cq48EtOyNqRSa+eC3GGDMAuZuPsf6l+QGL2VAiSzKrn/mJopos5bDESMY8dUWjnrNwcxZ5qz03DobYcDrfNK5Rz9dcUMWhioqKykWC9uRKxCpPbJ2UMhTFGKCQ+xWCpVZf47AA5zTWsv7Y/BOH2triMKf+rllBEAjr0x0Axen027WceMkQ73bhwg1+HXsaUaelw6wRngeKwpGv1wQ0z/mIaBPNxBevRdR5kl8OfL+Vfd9uCvp5GhNZkpn/5885usjjTtYadUz8z3WY48IvcGQDzulys/vVud7H3e+egi7c2Gjna06o4lBFRUXlIkG/+13vtrPbjUGbV6htOTQHJg6FWpZDxVbt17GaNF/8nzvHPwueuW8P77Zlx57z7HkmcaP7ojF7YiWLV2zDXW316/jTtJsxCG2YZ56Ti7ZjL6m/a7y+JPVJZ+RfZngfb3xlITnr/RPDoUJ2y/zyyKfs+2kL4OlwM/YfVxLfJeUCRzaMo7PXU33Ck2wV0yOdtpP7Nur5mhOqOFRRUVG5CBCLdqHN91iLpKhM3O0mBG9yW7l3M1BxiKm25TBwceiP5RDwWA5rahZatu7277xGA/HjBwEg250ULQ7MGqcLM5IxY7BnHpfE0e/XBzTPheg0rQ99bhkJgCIrLHviO4qzgltfMdjIbokVT37P/p+3AR43+YTnr6bdmMbNGLYVV3Lgo6WeB4JA7wdnXBSxhqe5eP5SFRUVlYsYQ22rYc/bQQje5V+w1EpICVgcBh5zKJrDEGM99RWlnJN+xdNpIiO8JW2cJ3Nx5hf5de7ky0Z6t/PmrEGRZb+OP037WcO9NQ+zf9yAy+pfvcf6MuCe8bQb6xFWLouDL69/laMr/UvGaSpkt8Tyv87m2JK9gCf7esKL1za6MATY99YCJJunrFLGjEFEd278WorNCVUcqqioqLRyhMoT3ixl2RiHq2OQg/it5QAoOhPoAovJqu1W9jfmEHzWQ8VmRS4tvsDedQkf2Me7bdm6069jzenJRNVkLjvyiinfvP8CR5wdU0IUaRM963BV2zkxb0tA81wIQRQY89QVxNW4ZO0VVmbf+Q7b3l2BIjefJBXJJbHsL9+Rvdzz/9TotVz+5u2kj+x8gSMbTsmubHIW7wBAF2Gi2x2TG/2czQ1VHKqoqKi0cgx7P0RQPBYtZ/eb/e59fCG8MYeBWg2hjlvZ35hDAE1aO++2367lgb2925Ytu/w+d/Jlvk4keT+t8vv403S8zjfPkW/XNlrJGZ1Jz7Q3byZ9dE05HkVh+3srWfTQF9grAoubDCaS082yx7/h+MoDAGgMWq546w7aj+1xgSMbjiLJ7P6vLwml2x2T0EeZG/28zQ1VHKqoqKi0YgR7KbpD3wGgaE24ut0Q3BPIEtgqPPM3SBzWthz6Lw61teMOT/onDvXpqWjjPfUZrXsPIln9KxQdM6g7hhSPW7ti20GsJwJrhReZmeRtzWYrKOfkwu0BzVMf9OFGJr54LaMenu7tS5yz/jCzr3mDvV9vRHI1fS1EZ7WDgz9t48db3uHE6kOARxhO+s/1ZI7q1iRryPpqNRWHPXGYUR1TvLGgFxuqOFRRUVFpxej3fozg9ogdZ+erg1a+xou9CgGPO1IxRQU8TR23stX/bF1NW5/l0H0y279zCwJhg2pcy24J6469/h2vEUmeUct6+P0Kv46vTcfrR3u39/5vPvaSyoDnuhCCKDD0nklc/eG9GKM91jF7uZUNLy9g9jWvc3j+Ltx2/wqS+4siK+RuOcaKJ3/gi2n/Yc1zcyk/6on71Bp1TH75BlIHt2/UNZwmb+1+9r/r6zve68HLEDQXp0xqdX91ZWUlf/jDH0hLS0Ov15ORkcETTzyB0+lfv04VFRWVFo+zCv2+TwBQBC3OXncE/xyOWlY+YwNa8YVHezeV6nK/D9ekpIJOB4D7+DH/Tz+or3e7evMOv49PvGQoGrMn3rJo6WacpYGJuvg+mb7YwyobO1/6qdELVrcb3oXLP7mb9pN7eseqcstZ+dQPfDb5Xyx+5EsO/rQNa4n/Ft1zUZVbzrb3VvDNla8y/75POLJgF5LD11s6oUcql751K20GZgbtnOejZOcxtj79FdT8r7v8dgJxvdpd4KjWizbUCwgmiqJw5ZVXsmLFCu6++2569erF+vXref7559m3bx8//PBDveaZ9/IydIIeU6QRySVjq7Jjr3Zgr3J4flc7sFfZcVhdng9trc9t7Q+xzqgjIi6MiPjTP+GexwnhRMaHkZARR3RKJEJNGQUVFRWVYKLf/zmC02OFc3W8HCW8TdDPIdhrWfkaIg7Dalkdqyv8X4dGgyYtHenYEeSCPBSbDcFkqvfx5h5dEE1GZJsdy9ZdKJKEoNHU+3htmJGkacPJ/W4Ziksif85qkh/K8PvvAOj1wAyKth7GUWYhf+1+cpbspO2kvgHNVV/CkiIZ98+r6HXDMDa/sYTczR6BLTncnFh9yOPmFSChRxrtRnUmfXQXojMTLvj9pSgK9lILpUcKKTtSSNnRQkqzCijef2YfbH2EkQ6Te9JpRj/iu6Y02Xdj2f4cNjz2CZLDYyVNHd+bLreMb5JzN1dalTicM2cOS5cu5fXXX+e+++4D4J577iEtLY3nnnuOtWvXMmLEiAvOc3DNUSpO+p8t92scFifVJRbyDp17n7AYM2ndk0nrkUxa9xTSeiQTmxatCkYVFZWG4bah3/MBAAoCzt53Nc55HD5xqDRAHAp6A+iN4LSjWPwXhwDa9EykY0cAj2tZ17n+cWqCTou5X0+q121BrrZiO3AYc48uFz6wFsmXjybvhxUokkz+z2tx33M1WrP/2dv6KDO9H5rJ5r99AcCuV34iuksqEekJfs/lL/Hd2jDltZvI25rN0cV7OLH6ELbTFkMFivbkULQnhy3/W4aoFdFHGNGHG9FHGDFEmGoeGxA0IhXHiik7Woi9/DxJLgKkDulA5+l9SR/dFa2haWVJ5ZF81j/6Ie6a0kGJgzvT7/FZF/13cKsShytWrADg1ltvrTN+zTXX8Nxzz7Fu3bp6icMLoTfpMIYbMJj1CBrPG6jOG6lm02l1UlVswe08d2CvpczKwbVHObj2qHfMFGkkrUcyXUa0p/vYTiR1iL/o36gqKir+oTv4LaLdU3/QnTkVObpx4rYEey1Xo6EBlkOA8CgotQdkOQTQtsvkdHVA9wn/xCF4XMvV6zwlZCybdvgtDg3x0cSPG0DRks1I1VZOzl1F5rWBlUFpM7onaRP7kLNkJ26Lg01PfMbot+5FF9b47dsEQaDNwEzaDMxE+bNC8f5cjq8+yInVByk77Ov9LLtl7GVW7GX+ZzhHZ8TTYWpvOk3tQ1hSZDCXX2+qTxaz7pEPcFV5YnLj+mYy6J83oNEHLo3K9x4J1vJCSqsSh3/729+45ZZbCAsLqzNeXOypeaXV1u/Pvf1/16DYBKyVdjQ6DaYIA8YIA8ZwI8YwPRpd/V0NiqJgr3JQVWyhsria6hILlUXVVBRWkXuggJy9+Vh+9cGyVdrJWp9N1vpsfv7PMmLTouk+thM9xnZk4CWR6Jr4zkpFRaWFITkx7H7H+9DR597GO1cdy2HD+twKYdEopQVgrUSRJQSx/tdaAE26Lz5NCiDuMGxALxBFkGWqN+8g/tZr/L4xT7lqHEVLNgNw7IsFtLsq8E40fR6+nMqjBVQezaf6RBHbnv2Wwc/8pkk7dQiiQEKPVBJ6pDLwnvFUnirjxOqDnNpwBGtJNc4qO85qzw9nCY00xYUT0yGRmPYJxHZIIqZDItGZCejM+ib7G86GNa+MtX98H0ep5+YmulsaQ56/Ga0x8HW5q61kvfsjzOwfpFWGjlalMmJjY4mNjT1j/H//+x8Aw4cPr9c8UUmRREQ08A64BkEQMEUaMUUaSWwfd8bziqJQUVBFzt48cvbme37vy6eyyHc3XppTzprPNrPms818ZJ5NjzGd6Twqk96Tu2IMD269MhUVlZaP7vCPiBZPORVX23HIcY1XBqROzGFDLYdhNRYkRfFkLNdKUqkP2rR0Tys8RcF9wn9xqAkPw9S9M7Y9B3DlF+HMycPQ1r84zbDMNkQN6ErF1gPY8orJX74Z44DACjdrzQYGP/MbVt79Jq4qG/lr93Pwk+V0vTWIrQ/9JDI1hp7XDaXndUPrjCuygsvqwFFlx1llR3K4iWwb682Cbk7YSypZ9/D72Is8FurIDskM+9et6MwN+z499r/vcZQGZvVubrQIcZiff/6aUeHh4YSHn/2O9dNPP2X27NmMGzeOIUOGNMbyGoQgCEQnRxKdHEnPCT4XRlF2KftWZrFvRRZHNp9AdnsK2DqsTrbN38O2+Xv47un59LmkK5PuHUVi5pnCU0VF5SJEltDvetv70NmYVkMAe3BiDgGPW/k01RV+i0PBYECTkoqUm4N06iSK24Wg1fm3hEF9sO3xFF+2bN7htzgESJ01noqtnjmOfvoL3fp3Cjg0KCw1joFPXsf6P30EssLBD5cS1akNKSOapu5ffRFEwRN7GG6ElFCv5tw4yi2se+gDLKc8IRfh6fEM+89v0Uc2TMSWrNlJ8dItkBR4OafmRIsoZZOSknLenxdeeOGsx82ZM4fbb7+d5ORkPvroo6ZddANJyIhlzC1DuPfDG3lmw8Pc8t+rGHRFbyLifSLY7XCzdc4e/jX9Lb75+zzKCxqvHpaKikrLQHtsPprK4wC4U4YiJTWui0uoXcrG0EC3cp1yNoFZYLyuZUlCOpXj9/FhtUvabNoR0Boi+3YirEMaABUHsqncdTigeU6TOKgT3e+8xPt42zPfUJVdeJ4jVM6GraiC9Y986P3fmZNjGP7S7RhjG3ZTYztVxJH/+yoYS2w2tAjL4bvvvnve5/v163fG2Jdffsktt9xCREQE8+fPJz09/SxHnp2YmBhiYs5dKFaW5UavO1WHWGiTnsK46z3JNEe2Hmfdd1vZ8P02LGVWZElhwzfb2TpnN5PuGMW0+8cTHhN2gUkbF7EmJuZsbv7mREtYZ0tYIzSfdQqC4F3L2SgrK2vC1ZxJY15fFNmNtPtN72P9qD9j9OP1COQ1dODidHW6qMRUxAa8/pbEFE5LzXDFec61n2+dQvceFG9YDYChKJ+ofgP8W0RsLAWZ6diOncB+6CjhMujj/f+bOt0ynR1/fwuA4jlryBzXMM/V4PtmYjtezLEFW3BbHWz+2+fM+OIxDFENu9Y3l8/thWjoOo/+spn1z3yJs8oT429OjGLqBw8R2da/DPBfX19s+SXseOItpGpPUkvCkJ6cWaSn5dEixOEdd/hXuPXtt9/md7/7HbGxsSxZsoQ+ffpc+KAWgiiKdBqUSYcB7Zj1xDQWvb2K+W8sx17twGV388vry1n+yXouf+QSJt016rxfkioqKq0LZc+XUFJTO6vNYIT00ec/IBjnlGXfgwZeb8TYJO+2VBJYCzpjp67ebfvBfURNvtTvOWJHDeHUMU8LvtLVG0m+Yqrfc6RMHMzBN7/Fll9C4dqdVB07RURmqt/znEYQBEY8fRMVx/IpPZhD1Ykilj/8DpP/9wCiH0mSFxv28mo2PPsVxxZs8Y6FJccw+e0H/BaGZ8xdUsG63z2PLb8EgIiObel8+xXkrl/ToHmbAy1CHPrDJ598wj333EObNm1YsmQJ3boFPy7DZrNhtYamOfnpu6bSUk+8xKjfDqTf5d1Z+vZa1ny+BcklYau08+Xff2LzvB1c/8JlxKQ0fQzEr9fZXGkJ62wJa4Tms06z2XxGxYKWRMDXF7ed8NXPeWOFLP0eQvLTShrIa6h12DktTcorKkEM/PWXdb7XzZp7HMc51nG+dSox8aDRgCRh2bcnoPejtm938DSWoWDpKvRjArP6ZVx3Cfv/z1OrcN87s+n06I0BzVObAf+8gVV3v4GjzELexoOsfPoT+jw0M+D5msvn9kIEss6CDQfZ/q/vcZT44mJTJ/Sm94OXIUcaAvqbT19fnJUWNtz3Apbjnj7MYenJDHvjMWyaJvQqNiKtShzu27ePu+66i4SEBFasWEGnTp0CmqesrAy3233hHZsJ4TFmZj42idE3D2bh66vY/MNOFAUObzzOvy97h6ufmka/S3uEepkqKk2C1Wo9r7gKdc3Qxrq+6Pd9gmgtAMCVPgEpeWDQz3FWarvAG/i/FWJ8lkOlrCCwOQwGNG3bIWUfRcrNQbZaEM3+3Szo26WhS0nClVeAbd8h3OWVaKP9r8WXPnMMhz/4CVelheLlW0m9diLm9GS/56mNOSmawc/cyNoH30N2SWT/tBFRr6XHPVMQtaoFEcBtdbDnzV84Pnezd0wXYaLPQzNJHd+7QXNbrVaqSsrY9/ibVGd5rMv6hGi6PHM3VYoLQWodNYlblc/x6aefxuFwMGXKFDZu3Mhnn31W52fXrl2hXmKjEtMmiuuem8E9H95IdLInwNZe5eDTh3/gs0d+wFZpD/EKVVRUGgVHBYadnvg2RRBxDHy4CU9e21LSwC/GyFjQeGwWSmngCRe6Dr7SMe6j/ieDCIJAxLCaWEVZoXrT9oDWoQ0z0eGmS73znPxkfkDz/JrYnu3o88gV3sdHv13L+oc/wFEWvN7HLZWS3cdZfvtrdYRh4pDOjPvoDw0WhgCy08WBp9+j+oAn6UsXE0H3F+7DkHjuOOKWSKsShytXrgQ85WtuuummM36+//77EK+waeg0NINHfrqrjrVw2897+ffMdzi8MTt0C1NRUWkUDDvfRnB6qhW4Ol6JHBNYXb3ACKLlUBQhuiYOLEDLIYC2tjg8cp7+pechfJgvkaV6/daA19LumknoYjw366VrdmI57H8G9dlIn9Kf3g/NRKixFhbvOMaKO9+gbH9w5m9pWAvK2frMN6z5/dtYcz3uYo1RR5+HZzL0xVswxTe8C4vsljj07EdU7sjyzB9uptuz92JKbfy2hk1NqxKH+fn5KIpyzp+nnnoq1EtsMsxRJm566Qp+8+/LMUZ4CnuW51Xyv1s/Y+6/l+J2thy3uYqKyrkRqnPR7/sIAEWjx9H/gaZdQJ0Qq4a71ISYRM+G3YJiC6zHvbaDL6TIfSQroDkM7dPRJcUDYN19AKkqMKuc1mQg9dqJ3scnPvkloHnORubMIYz87x0Yakqx2IsqWPPAOxyft+UCR7YeXNV29r2zkKU3vkzO4h3e8die6Yx9/wEyLhsSlFASRZI5/J/PKdu4FwDRZKDbM3cR1t7/OpgtgVYlDlXOZMCMnjz60110GNwO8IQHLX9/PZ898mPTluNRUVFpFAzbX0WQnAA4u9+CEt7UX1a1LYdBmK5W3GGg1kMxIQkhwmMpch89FNC1ThAEwoeedi3LAdc8BEiaNgJ9QjQA5Zv2UbXP/+4t5yK2ZzvGvncfsb0813jZ6WbHv75n50s/IrViI4Dsljj6w3qW3PAfsj5fiVzzt+oiTfS8fzojX72L8LTgNIeQnW4OPf8xJSu2ASDodXR96g4iumYEZf7miCoOLwJi2kRx70c3MuPRCWh0npd816IDbJ2zO8QrU1FRaQhiWRa6LE+4jKKPxNHn7qZfRJ2ElIZ/pXgthzQgKUUQvNZDxWJBzg+s8lxt13LV+sCtcaJeS9oNviLWwbQeAhjjIhnxyu1kXuFraZc9ZxNr//Au1SeLg3quUCO7JU4t382yW//L7v+bi7PCk3wm6jR0vG4Uk754hA6zhiNogiNvJKudA0+9S+manQAIWg1dnriVqD6BJby2FFpVtrLKuRFFgXG3DyOubQwfPfAdAN8/s5COQzKITm54LIaKikrTo9/1DoJS01qz991giA7BKmqJwyB4I+qIwwBrHYIn7tC1wxMr6Mo6iCbF/xqDxk6ZaONjcReXYt21H6mqGk1EYF1gEiYN5tQ3S3HkFVO5I4viVduJH31mA4dAEXVaej94GdFd09j50o/ITjdl+06y9MaXSRzciYzLh5I8tEvQRFNTIrslctfv59iibWQv3uoVhKdJHd+bbndNJiwluIW8LUdyOPTcx9hPFQEgGvR0+dtviR7YvFoXNgaqOLzI6D25KwMu68nWOXuwVzn4+omfueu960Ne3kNFRcVPZDfak8sBUHThOHvcHJp1mHx1VAVLCUpk0nl2rgdJ7bybyqnA287pOnfDVrPt2rMD4+jxfs9xOmu5bO5icEtUrtpAzKUTL3zgWRC1GtJvnUbW854Cikdf/ZaIbpkYatzNwSJ9Sn8iM5PY9LfPsRWUA1C4KYvCTVmYkqLJuGww7S4diCGmYa0OGxvZLVG8/Si5K/aQt3rvGYIQILZXO3r8bhqx3dsG9dyKolD4yzqOvfUDisvjrtaEm+j2j7uI6J4Z1HM1V1RxeBFyxROXkLXhOJWFVRxce5T1X29j+HV+tphSUVEJKZrCHYiOcgDcaaNAawrJOpRon0VOKD+FktK9QfMJqR085WwkN8qJgwHPo+3QGSEsDMViwbVnJ4rbjaD1/ysvcsJIjzgEKhatInrahIBvpuNG96N07S5KVu1AqrZy+D+f0/35ez1Z2kEkuksq4z76A9k/biT7p41Y8z3F0G0F5ex/dxEHP1pKm7G9yLx8CDGjYpqFcUCRZapzSijbd5KSncfIX7v/rIJQY9CRNLQL7WYMImFgx6CvXbLaOfLqN974QoCwTm3p/PgtGNvEB/VczRlVHF6EmKNMXPvsdN6980sA5vxrCV1GtCeubeuq06Si0prRnlzm3Xa39d8qFiyU6DTvtlDW8DIqgk6P0KY9yslDUHgSxWZBMPnf8UbQaND17Itz41oUmxX3kUPouvgvXA3pqRi7dsR+4DDOk7nYDxzG1C2weDNBEGh//zVU7cvGWVxO5c4scmevIPXq4L9+OrOBTjeMpuO1IynYdIjsHzdSsPEQKAqySyJn8Q5yFu9gc2wESQM6EtE1lfi+mURmJjWJ69lZZaN8/0lK952kbO9JyvafxFVlO+u+GqOOtmN6kzGpP2E9U9Ga9I2ypl+7kQGSLxtFuztmIuovLrl0cf21Kl66jerA0Kv7seHb7TitLr58fC6/++QmRDH0d5AqrRvJJWGrsOGyu3DZXLhszprfLpw2J267G61RizHCiCHc4PkdYcQYYURr1DYLK0dzQHuixqWMgDut8Xson4tfWw6DgZDe1SMOFQXl5EGEzv0Dmkffux/OjWsBcO7aFpA4BIieNJr8Ax4Xd8XiVQGLQwBthJmOj/6GfY+9CYrCyY/nEd2vM2Ed0y58cAAIGpHkYV1JHtYVy6kSsuds4vgvW3BVeoSYvbSK44u3w2JPoW9duJHYXhnE9ckguksq+igzunATuggTWpP+gp8/RVFQ3BIuiwN7UQXWwgpsheXYCiuwFdT8rtk+HxqTnuRhXWgztheJQzqT2MbTWaYx2vxJdic5Xywkb/ZyFMkTw6sxG+nwx+uIG9U36OdrCaji8CLmsj9P5NC6o5SequDolhOs/nQTY24JrIeoisqvsZZbKT1WQsmxYkqySzw/x0ooP1WGIgWWuCBqRUzRZuIyYolrn0B8+3jPT4cEwuLCLhrhKFSdRFPuqd8nJfZFMQWnZEcgKDG1LIfBEoftusLaOZ75TxyEAMWhrmdfT2FuRcG1aztcHVhv4/DhAxE/+ArZYqVq3RYSbrsOTXjg/buj+nSizVXjyP1uGYpbIuvFT+jx0h/QRTZuT/Cw1Dh63DuVrrdN5NTy3eQu303pnuO4qn3ds1zVdgrWH6Bg/YEzjhc0Irpwo0cshhtR8AgryeFCdrhw213ITrdXYPmDISaMmB7pxHRPJ7Z7W2K6t0Vj0DXkz60X5VsPcPT1b3HklXjHwjqm0fkvt15UbuRfo4rDixhjuIHrnpvBm7d8BsC8l5fTbVRHEtuH7otGpWXitDo5vD+L49uOk7X+ELl7crGVnbu/caDIbhlLcTWW4mpObDlR5zljlIn4zDjiOySQ1q8taX3TiE5rHvFUweZ0IgqAu+24EK4EMEagGCMR7JVBtBx28W4rx88UKfVFjIxCm9kB99HDSDknkEqK0cT5/4UvGvREjh1G+bylKE4XlSvXB5yYcpq2N0+jYvshLEdysJ0sZO8jr9Lt2XswJDR+eI/GoCN9Sn/Sp/QnOiqaskM5HF29k5Kd2ZTsPHbWWD/wFIJ2VljP+Xx90UeZCUuNI6ZGBMZ2T8eUHN2kn1VXeRXZb/9I8XJf9xtBpyH1momkXjvponMj/5qL+69XoeOQDEbdNIjVn27G7XCz7P11XPfsjFAvS6WZU3aylJwdOZzamcOpXacoyipEkS9sDdQZdcRmxBGZHInOpKv50aOv2dYadegMWlwON45qB44qO/ZKO44qB/YqO44qO9XF1VhKzuycYa+wkbMjh5wdOeyY7XGRhcWFkdbXIxTT+rUlqWsy2lZw0dedqCUO00MXb3gaJToVIb8SKgtAcoGmgRaf+FQwhYOtGuXEARRFCVg46Hr39/ZXdu3ajmbcpIDmiZo0mvJ5S4GGJ6aAp/Zhp8dvZu+jr+Mqq8R2ooA9D/2X7s/di6ltAzO+/VmHRiSuWzpCUjgdZo1AURSqjxdRsusYllOluKpsOKttuKrtuKpsnp9qO65qO4IooDHo0Bh1aPSe36JBh0avRWvSY0yIwpQYhSkxGlNiFOakaIwJkWiNjRMzWB8UWaZw0SaOvzcHqdonciN6daDDA9c0+H9vPxV4+aXmRMu/Sqo0mGl/HMfG73bgtLnYt+IwsqyosYcqZ1CWU8b+hfvYv2AvhYcKz7uvKcZMYqdE4jLjiMuIJy4zziMKkyIRgvDeslXYKDlaTPHRIoqPFlN8xLNdVVBVZz9LiYWDSw9wcKnH+qQ1aul6aXciRrfg2p4uC5q8DQDIYSnIMV0ucEDjo8SkQv5+BEVGqMhDiU1v0HyCKCKkd0E5uBWqyqC8CGrVP/QHfe/+2H78BvDEHRoDFIfBTEw5jSktkZ6v/IF9j/8PR14xzqJy9jz8Kl3/eRcRXdpdeIJGQBAEIjISicg4//+7IYI9VFgO53Ds7R+o2n3EO6YJN5Nx52UkTBrc4Kxx++Fsst/8EC4LsTU/CKjiUAWDWU/n4ZnsWXqI6hILJ/fk0q63/wVjVVoflQWVHFi0n30L9pK35+xdJgRRIKFTIu0HdaBd/3ZEdYgmtl1so35xmKJMHtdxv7r1zRzVDvL25tZYEE+Su+sUjmqH93m33c2xjUfoHcTiw02N7tgCBNkF1LiUm8EXdO2MZcpyoIHiEPCJQ0A5vr9OcWx/0LTLRIiMQqmswLVvN4rTgaA3BDRX9OQx3sSUsrlLGiwOAYzJcfR8+Q/s/+tbWI+cwl1pYe8jr5F82ShSr5mALqp51iNsKcJQkSRKN+wlf+5qKnfU7bMdP24AGXdfji46osHnqVq7mYI3P8Ydbm7wXM0BVRyqANB9bCf2LD0EwL4VWao4vIiRXBJ7ft7N7jk7Obnt5Fn3Se2TRodRHUntnUpKzzYYwgzExnq6EzRGNmF9MYQbyBiSScYQT6FaWZIpPlLEye0nydlxkhObj6PQsnuKa/I3erdd7QKzggUbJc5XGFjM2YnUYXiD5xQyfJnF8v5NiH3HBDaPKKLv0x/H6uXgdODcsgHD8MDmCh82wJOYUm2hesNWKleuJ3LMsIDmqo0+JoIe//o9B596j8rdR1BcbvJmL6dw/jpSrhpHyuVj0YYZG3yeiwlXeTWFC9aTP28tzqLyOs8ZUuJpf//VRPdvuNVdqqqm8N0vqFqzyTOgikOV1kS30R292/tXHGbqA2NDtxiVkKAoClnLD7H8v8sozS454/mkrsl0n9KdrpO7E50a3fQLDABRI5LYOYnEzkkMuHYgiqyQty+XQ8VZFz64mSJafTXY5PieIVyJDzlzsHdbPLwaacy9DZ5T6NgXDGZwWFH2rEdxuxC0gcUyGkaN94hDwL5iccDiUDToSbz9evL/+x4ABW9/hrFTe/RtGh4jqA0z0e3Zezj56XzyflqN4nQhWR3kfLqAvNkrSJo2nOTLR2OIj27wuVoriqJQvT+bgl/WUbxyG4pLqvO8MTWB5JmjSZoyLCgJJ5Ztu8l/4yOksgrvWPTgfrSGbtaqOFQBICopgrQeKeTszSNnXz7lBZVEJ7XguCwVv8jZmcPyl5eQs6NuEeO4zDi6TelB9yk9iMto+VnsgiiQ2iuNQ8tbrjgUbJ6vHkXUoRiiLrB3ExEej5zSHTFvH2JhFlTkQ1Ryg6YUdHqEHkNRti3zJKZkbUfoNvjCB54FbccuaFLbIp06iTvrIO6Tx9G2DSymL3LMUKy79lG5fB2K3UHeK++Q/tzjCLqGf52Keh3tbr+M5JmjOfXFIgoWbABZRrLayf1uGXk/riR+bH/azBqPOSOlwedrDSiSTNX+Y5Ss2Unpml04i8vr7iAIxAzuTvKMkUT17xKUbjSyzU7RR99QsXiVd0wMN5N4141EjRrC4eXLz3N0y0AVhypeuo/tSM7ePAAOrjnKkKv6hnZBKo1O6fFSVry6jINL6pYLSevXlnEPjie1T1qLiS26WPCKQ1McCI3fyaK+yB1HIebtA0A8sga5/6wGzyn2GYW0zdMJRt65GjFAcSgIAoaxk7B+/gHgsR6G33RHwOtKvOMGbAeP4MotwHHkOMWfzSbht9cGPN+vMcRH0/6Ba0i5ahy53yylaNlmFJeE4pYoWrKZoiWbiR7UjTazxhPZO/gt5Jo7iiRRuesIJWt3Urp2F66yqjP20YSbSbxkCMnTR2BMCV69Quu+QxS89gGuAp990NyvJ8n33Yo2Njpo5wk1qjhU8dJlRHsWvbEagCObjqvisBVjLbWw+q3V7Ji9DdntK1gblxnHuAcn0HFMp4vuC6dFIEsIdo/LXzElhHgxdZE7joLVbwMgHg6OOBS6DASDCRw2lD3rUKQ/IGgC+9oyDB+N9dvPPXGH61ehXHMjgiGwOD7RZCTlobs5+dhzKG43ZXMXY+rdjfABvQOa71yYUhPo8MfraHvzVPLnrCZ/3lqkak9nk/LN+ynfvJ+wjmkkTR1G3Nj+aMNC01+7sVFkmcqsE5TuOET+pt1UbD+Eu/LMclaCVkNUv87EjepL3Oh+aIJYMke22Sn56ifKfl4CiiduWTAaSLj1GqImjW5110tVHKp4aduzDTqjFpfdzeFNx0O9HJVGImvFIX55eh7WUt/FNSwujFG/G0Ofy/siapuPNUqlLoKjDEHxiHnZ1Ly6NyhJnVHCExCqixCPbwG3A7SBZQWfRtAbELoPQdm+AqxVKFk7ELoODGgu0RyGYchwHKuXo9hsODauxTh6QsBrM7ZPJ/7mWRR98BUAef95i5RH7gm6QATQx0WR/tvppF43icKFG8j7fgWOwjLAU57l6GvfcuztH4kb0ZuESYOJ6tspKO7TUCE73VRnnaBq71Eq9xylat8xryj+NYJeR/SALsSN7EvMkO5og5wQokgylcvWUPzlj0jlld5xU/dOJP3+NvTJzesmLVio4lDFi1avoU2XJI7vPEV5XiVup4RWrwn1slSChMPiYMm/FrHrx53eMZ1Jx5BbhzHk5qHozaErTKtSP067lAGUZiYOEQTk9kPR7JqL4HYgnNyBktnwdpxin9FI21cANa7lAMUhgHHs5DqJKQ0RhwDRl07AuucAlk07UBxOcp9/naR7byZqwsgGzXsuNCYDKZePIXnGSEpW7SB39nIshz1xworTRfHyrRQv34ohMYaESYNJmDQYY3LzjhWW7A6sR3OxHDmF5UgOliOnsGbnobjc5zxGNBmIGdSN2JF9iBnUHY2pYTch58K6az+FH36N87gvFlvQaom74QpiZkxC0LRcAX4hVHGoUgdjhO9D5rQ50epbp5viYuPkthP8/Nc5lJ8q9451HNOJqX+bRnhCw2t8qTQNQq1M5ebmVgaQ2w9Ds2suAOLRdUhBEIdC10GgN4LTjrJnLcqs+wOeS5PZAU16JtKJY0jHjuDOPoI2o0PgaxMEUh66m/xX36d63RaQZQre+Ah3aTmxsy4NeN4LnlejIX7cAOLHDcByOIfCRRspXr4Vd5Wn44ejsIyczxeS8/lCwru2I3pAV6L6dSG8aztEbWhu+BVZxlFYhjU7D9vxfCxHT2E5cgr7qSKvm/ZcaKPCievXhdi+XdC2TyasQyqCpvH+DmdOHkWffItly6464+FDBxB/81XokwOrudmSUMWhSh2MYT5x6LA6MUep4rAl43a6Wf3GSjZ8vJ7T5f30Zj0T/zSZ3pf3aXVxMq0dsZblUDY3M8shIGcMRhFEBEVGPLoeacIfGzyn17W8YyVYKlEO74SEwOo7CoKAcdwkLB+/A4B92SLCb2tY2R1RryPlobsoionyttcr+fJHnLn5RNx/B/r42AbNfyHCOqaR2TGNdnfMpGzDHgoXb6R86wGoaWdZfeA41QeOk/P5QjRmAxE92nt+umcS3rnhxcp/jWRz4CgoxZ5fgu1EPrYTBViPe37LDueFJxAEjKkJhHdJJ7JnByJ7tseYlkhcnMcC2ph1VB05uZTPXULFsrUg+crgGDpkkPDbazB379xo525uqOJQpQ56s6+OmNPqCuFKVBpK4aEC5vzlJ4qyfK3u2vZvy/R/XkZ0WkwIV6YSMJKv24umZD/N7hNqikJp0wPh1G7E4mMI+QdRkhteaFjsMwppx0oA5A3zYVjgxb8NQ0Zi/fpTFLsNx5rl6IcMR9+jT4PWJ4giCbddhzYuhuJPvgOgauUGdmzYRvKVl2KaOhZNeFiDznEhRL2WuNF9iRvdF0dxOcVLt1C0dAu2E75ev5LV4U1kOY0xKRZTUhxidBj6hBgMCdHo46PRJ0SjDTejuNzILrfvt1vy/Ha6cZZW4CgoxVFQhqOwFEdh2VkTRc6FoNNgbpdCWIc0wjqkEtYxDXNmm0ZzE58N2Wanat0WKpasxn7wSJ3ntHExxN94JRGjhrToGM5AUMWhSh0MteLOHNZ63OWpNEu2fbOVxS8u9GYia3QaRt83hsE3D0VsxXEyrR132mgUrRnBbUV/6Ftc7S9FSm2c+LZAkXpOQzy1GwDN5i9wz3i6wXMK3YdCeDRUl6PsWo07/zja5MDqFAomE8ZLL8c2+0tQFKrf+i9RT76IJr5hbnpBEIi9fAra2BgK3/4U2WZHdjjJ/fIHxJ8WED1lHNHTxjdJuRNDfDSp104k9dqJOIrKqdh+kPJtB6nccQhXebVvR1HAXlCKvaCRuxoJAobkOMztkjFnpGBql4y5XQqm9KSQuLkVRcF+6CgVS1ZTtXYzit1R53nRZCRm5iXEzJyMaGg6odqcUMWhSh1qJyU4LKo4bGlILonFLyxk+3fbvGOJnROZ8exMEjs3vIuDSmhRwttgH/IXTGv/CoBh6ytY24xoFv2VTyP3vBRl5VsI9grEfQth7H0Q0bAYLUGnRxxzFfK890FRsMz7mKjb/x7wfKZpl+M+fBDXzm0o1VVUvfEfov7yTwRdw5OyIkcPIaxvd0pn/0L5guUei5vVRun3v1A2ZxERY4YSc9lkDG3bNPhc9cGQEE3i5CEkTh7iEUW5xVTt9WQAO4vLsR4+hbP8zDqBfiMK6OOjMSTFYkiMwZAUi6ltEub0JIxpiWgMoU94cxUWU7V+K5VL1+DMyTvjeX16KlETRhI5fgSasNbRBi9QVHGoUgdjmO8D7FQthy0KS4mF7x/+jpztvn7Ig24cwtg/jEMbhFZRKs0DV5dr0O/7FE3ZQbRFO9Hkrm1e1kO9Can/lWjXfYggS2i2fos09r4GTyuOmI689CuwW7Cvm0f45XeBEJjgEESR8Dvvp+Lpx5CLCpCyj2L57APCf3tPg9cJoImMIOG315Jx4yxyPv6GokUrwC2huN1ULl1D5dI1hA3oTczMyZh6dGmy2F9BEDClJmBKTSBxsidZKDY2FsnhJD/rGM6ics9PcTmO4nIkqwNRp0XQaRF1mprfWgStBlGnRRcdjj4xFmNSLPr4qEZNEgkERZaxZx3DsmUn1Zt34jxx6ox9RJORiJGDiZw4EmPHTDUOuwb1G0OlDnrVrdwiyd2Tyw8Pf0dlvqcOl0avYdqT0+k5vVeIV6YSdAQRR9/fYV7+BwAM219vdtZDqf/VaDZ8iiC70Wz/Hmn4bdDAygeCMQxx1EzkxV+AJGFZ8BlMvS3g+cSwcCLuf5SKZ/4CTieOVUsRExIxXXpF0ASCISmBDn+6j/ArplA+bykVi1YiWz31+ixbd2HZugtDhwxiLptExNABQWnBFwgagx5TmwRMbZpfBry/yDY71l37qd6yE8uWnUgVZ7eKmrp3InLCSCKGDUQ0Bsd1rLhdVK1aDmLoraQNRRWHKnXQGX1vCaet2YW7q/wKRVbY+PF6Vr6+whtfGJEYwZWvXE2bnk3jtlJpetwZU5CiO6ApP4K2YAua/I1IKUNDvSwfEQnI3S9Bs2cegr0ScffPyAOubvC04qjLkVfMBpcD28of0I66EiE8OuD5tG3bEX7L3VS/+xoAttlfIhcXEXbTHUG1guniYki4eRaxsy6lculqyuYuwV3sifNzHMkm/5V3KYr+hqjJo4maNBpdnJowVl9kuwPbgcPY9h7Euucg9sPZdTKNvQgCxo6ZhA3qQ8TwAejbNKz3d20UWca5fTPW777A4nTCjOC1UgwVrU4cVlVV8fe//50ffviBoqIi+vbty5NPPsnkyZPrPYfRGFhLpabg9B2t2WzGarUGfX57lS8w1xge+N1UY68zWLSEdZ5rjdXF1cx94ieyNxzzjqX2TePK/1wVktqFLeF/CYTcbRSU64uowdHnd5hXPgyAYfsbWIMgDoP5GkqDr0ezZx4Ams1fIve/qsG9oIXwaMSh05BX/wBOB5r1PyNPurFBcxqGj0YuLcE6+wsAHCuXIJcWE3HvQwimBlo7f/X/1JhNxMyYTPTU8VSt20rZTwtwHPOEgUjlFZR+M5fS7+YRPqQf0VPHNYnLuaV9bg0IlO7Yg23PQax7zyMGAcGgx9ynO+GD+hI2oBfa6KigrkmRJZxbNmKb8x3SqZpwntjmV2IqEFqVOJRlmSuuuILVq1dz//330759ez777DOmTJnCL7/8wpQpU+o1j8lkwu0+d3X2UCLWpNOHhYU1yge5utQ3Z3hs4AG5jb3OYNES1nm2NR7fnM2Pf/rB1wJPgOG3j2DkPaPR6EIT99MS/pfgW2eoCNb1xd3+UqTtr6GpzEabtx5NwVakpAENmjOYr6GS1AW53UDE41sQy04iHl6N3GlMg+YEEMdehbxuLkhunCu/RzPyCgRTw8rEmKZfgRgXT/UHb4LbjWv3Diqe/xsRDz6OJjbwDiPn+n8KWi2Ro4cQMWowtj0HKZ+/nOpN20GWQZapXr+V6vVb0bdtQ/SUcUSMGYrG3Dg1Z5v759ZVXIrtwGGqsk9RuXs/liPZnv/TOdClJmPu2YWwgX0w9+yK2AiJMIok4dy0DtvPs5Fy68YxGjI7Bv18oaBVicN58+axdOlS3nzzTe6911PY9Le//S1du3blySefrLc4vJipLvHVqAqPa9y6XCr+oygKmz7ZyPL/LkWRPEVuwxPCmfHsTDKGZIZ4dSpNiqjF2edeTKv/DIBh+2tYp3wU2jX9Cmnwbzx9lgHNpi+CIg6FmETMI6djXfkjirUaed1cNBOua/C8hmGjEGNiqXr93ygWC9LJ41T883Ei7n8UXftODZ7/bAiCgLlXV8y9uuIqLqVi0Soqlqzy9vB1nsyl8N3PKfr4G8IG9iFy1BDMfbu32vIqituN43gOtoNHsR84jO3AYa/7/VzoUpMx9+iCqWcXzN07N2qpIMXpwLFhLbZffkQuqJvtrG3fCdPMqzH1G8jepUsbbQ1NRasSh2VlZfTt25cbb/S5GUwmE4MHD+bnn38O4cpaDlWlqjhsrjgsDn760w/sX7TPO5Y5rD2XPTcTc6z6Wl2MuDpehmHH64hVJ9GeWoNpxUPYhj0FhshQLw0AucNw5Nh2iKXHEU9sQzi+FaVdw6ybAOHTb8W6ag4oMvKybxB7j0JISG3wvLquPYh64lkqX3kOuagQpbyMyn/+Bf2QEZivuBZNUkqDz3HOc8fHEn/D5cRdPZ2qDVspn78c+4HDgKdvcvW6LVSv24Jg0BPWryfhQ/oTNrB3iy654iopw37oqO/nSDaK8zyx7oKAOTMdXacMTD0aXwyCJ8nEtXc3zk3rcG7fhGKz1Xle26krppmz0HXvjSAIIQ9bCRatShzefPPN3HzzzXXGJEliz549pKcHv01Qa8RS41YWREFtndeMKDxcwIe3v09BVoF3bPidIxh17xi1qPXFjKjDPuCPmFc8BIDuyBw0+Zuxjfl380hQEUSkoTcj/vJPALQLX8B1+xeg0V3gwPOjTW6HafhUbGvnga0a9/t/R/uHVxvsXgbQpKQS9dfnqPrvi7iPZgHg3LgW56Z16AcMxjh5BtqOnRtNBAg6LZGjhhA5agj2YyeoXLKGqrWbkCo9xasVh5PqDduo3rANNBrMPTpj6tkVc4/OGDpmIOoa9r9tLCSLFcfR49izsrEfzsaedRR3Sdl5jxEMeoyd2mPq2pHkoQOI6N4ZbUQ4RUVF5z2uoSiShOvAHpwb1+HcthHFcmbXF23XHphnXo22S/dWIwhr06rEYW0sFgv79+/n+eef58CBA3z66aehXlKLoLrGchgea0YUW98bviWya/5OvvzD5ziqPclChnADM56dSaexF0+fT5Vz4+5wGVYETOv+juCsQrTkYf7lJpx97sEx4I8NTgJpKHKvS5G3f4+YtxexJBvNhk+RRgReguY0Ubc8hiv7AO5TR6DwJNKnz6K5458IYsNjbsXIKCIfexr78kXY5s5Gqa4CRcG5ZSPOLRvRtu+E8ZLp6AcMadTafsbMdIx33kDCb6/BsnMf1Ru2Ydm8wysUkSSsu/Zj3bWfEjzC0tipPabunTF174SpSwdEU9MnWMo2O46TuTUi8BiOw8dw5haAopz3OF1yAsbO7TF27oCpc3sMGWkIWo9MiUlo3DI7itOB69ABnNs24dyyAaWq8ox9BJMJ/YAhGMZOQtehdV9/W4Q4zM/PP+/z4eHhhIeH1xl7/PHHee01T3mCWbNmceWVVzba+loLiqJQVeKxHIarbsqQI0syq15fwfoP1nnHEjomcOXLVxPbLjaEK1Npbrg7zKA6aQCmVY+izduIgIJh5/8QK49jG/1v0IYwRk3U4J76OLoPb0FQJDTrPkDqPhli0ho2rSmc2If+j8K/3QDWKpQDW5Dnvodm5t1BWbag02GafCnGUeOxLZ2Pfcl8lIpyANxHs6j+3yuIcfEYJ07DMHo8ornxrpmCVkv4gN6ED+iNIsnYDhz2WA83bqsTk6e43Nj2HcK275BnQBTRp6Wgb5OMPjUJfZtkdKnJ6FOTG+yOVhQFqbwS56k8nDl5OE/le39fKE4QQDAaMHbKxNS5vUcQdmqPNrrpwiEURUHKzcG1ZyeuPTtwHdwHrrO4tA0G9H0HYhg8Al2vPkHpotMSaBHiMCXl/HEeTzzxBM8880ydscsvv5wJEyawYcMGXn75ZcaNG8eqVaswtNJA3mDgsDhxOzxZlA3JVFZpONZyKz/96XuyN2Z7x/rN7M/4xybWKVSuonIaJbwN1qmfot/zAYbN/0ZQJHTHfkGwFmGd9D8wRIdubUldkAZdi3bTFwhuB9qlr+Ce9VKD59UmpqG55W9Ibz8OsoS8cjYoMuJldwXFgggea5F5+pWYLpnhyVBdOBfp5HEA5JJirF9/gvWnbzCOGIth3GS0qW2Dct5zrkcjYu7RGXOPziTcdi2u/EJs+7JqRGEWroJaLldZxnni1Fk7g2iiI9GnJFEUG43GZEJjNOBAQTQaEY0GBKMBFAWpqhq5yoJUXY1UZUGqqvldWXVGT+JzotVgaNcWY8cMjJ0yMXbMQJ+agtDEITFyZQWug/u8glAuLTn7jjod+j790Q8egb53f4SLUDe0CHH47rvvnvf5fv36nTE2fvx4AGbOnElmZiZ33303n3/+Obfddm53hlRTK6myspLIyHPfwciyjHIB83hjUVbmi9EIdpxDZVE1UW09d7/J3eIbNH9jrjOYNMd1lhwvYe4/fqIir5ywtDAEUWTMXWPod/kA5POUcAg1zeV/KQjCecvVVFZ63EXSOWqjNRZNcn0RNLh634kzrjfyyqfAbYeyAlj4IJoJL0L4+Qv/NuZrKI/5HZXZu8FSCrlH0B3fjiajf0Bz1V6npnM/XNc9inXeh56BnevQ2WyEX/U7BEPw4qYFvR7jyLEYR47FnnWQ6lVLsO3d7X3etn0LbN+CoUNnwkeMwdyzT6N/JgRBwNAmGUObZKInjgLAVVaO5fAxrFnHsGQdw1FQhOI++3vdVlxCRfE5BNKFiAjz/PwKjdmIISUJQ3IipvQ0zBltMbZN8bqHAyWQ/6VUVYnj8CEcR7NwHD6Eq06GsVCnJqEmKgZj124Yu/TA1LUHwjnqkTbX60uwEZRQqZwmpKysjNjYWO677z5ef/31c+53/PhxNm3a1IQrU1FRCRWDBw+mXbt2TXY+9fqionLx0NTXl2DTIiyH9eX+++9n/vz5HDp0qI6yr6ry9FY0XaDafVJSEoMHDyYsLAxNM2sgrqKiEhwkScJisZCUlNSk51WvLyoqrZ9QXV+CTasSh+3atePIkSN88803XHedryjqSy95YlumT59+3uONRmOLVvoqKir1Iz6+6VtcqdcXFZWLg1BcX4JNq3Ir2+12Bg0axJEjR7jvvvto3749Cxcu5KeffuL222/nvffeC/USVVRUVFRUVFSaNa1KHAIUFRXx2GOPMXfuXMrLy+nYsSP33nsvv//975tNwoGKioqKioqKSnOl1YlDFRUVFRUVFRWVwFH7bqmoqKioqKioqHhRxaGKioqKioqKiooXVRyqqKioqKioqKh4UcWhioqKioqKioqKF1UcqqioqKioqKioeFHFoYqKioqKioqKihdVHKqoqKioqKioqHhRxaGKioqKioqKiooXVRyqqKioqKioqKh4UcWhioqKioqKioqKF1UcqqioqKioqKioeFHFoYqKioqKioqKihdVHKqoqKioqKioqHhRxaGKioqKioqKiooXVRyqqKioqKioqKh4aZXicNmyZYwcOZKIiAhSU1N58MEHqa6uDvWyVFRUVFRUVFSaPa1OHC5btoxJkybhdDp54YUXuOmmm3j77beZMmUKsiyHenkqKioqKioqKs0aQVEUJdSLCCYDBgygtLSUffv2YTKZAHjzzTe57777+OWXX5g6dWqIV6iioqKioqKi0nxpVZZDu91OQkICd955p1cYAowZMwaAXbt2hWppKioqKioqKiotAm2oFxBMjEYjCxYsOGN8x44dAKSnpzfxilRUVFRUVFRUWhatzq1cm+PHj7N8+XIefvhh2rRpw+bNmzEajaFeloqKioqKiopKs6VVWQ5rU1paSkZGBgBms5nXXntNFYYqKioqKioqKhegVcUc1kYQBL766is++eQTunfvzsSJE5k9e3aol6WioqKioqKi0qxp1W7l09hsNnr27InL5eLEiRPn3M9ut1NQUEBYWBgajaYJV6iiotJUSJKExWIhKSmpSb0J6vVFRaX1E6rrS7BptW7l2phMJqZPn86rr75KcXEx8fHxZ92voKCATZs2NfHqVFRUQsHgwYNp165dk51Pvb6oqFw81Of68tJLLzXRaury8MMPX3CfViUODxw4wJQpU/jTn/7E7373uzrPVVVVIQgCBoPhnMeHhYUBnhc1MjLynPvZbDbsdjuyJLPyqR+oOF4CQPdrBtN5et+G/yHn4fS6KisrG/U8DUVdZ/BoCWuEpl+n5JQ4OGcbRxfuxu1w13kutV8Gfa4bQVL3tDOOq6ysZNOmTd7Pe1NxruuLPa+Akx9+jeVItndME24m9vIpmPp0RxCE884rl5diX/AzrgN7vGNiYjLmq25Ak5Rcr7UpFSXIv3yAknfMM6A3obnmjwiJZ/7/zj2JgrjtG7S7fvY8NEXhmvksmKLqP8dp3DaM659GU7LfM5dGj33wX5CT+gGN8F6TnejzfsaQOxvBWVb3KWMyzpSZOJMmg8Z0jgnOTkv47AZrjabcN9FVrQegOvM/yPqkBq+tNpGRkVC9H1fOT2gt2xBkxxn7KIIWydwdV8RA3GH9UbQBvPcugNForFMq79eE6voSbFqVOOzYsSMVFRW89dZb3HHHHej1esCTtfzdd98xZswYIiIiznn8aVePJEm43e5z7qfT6dDpdAAMu2sSc257DxTY+dpyktu3IXVIhyD+VXWJiYkBoLlHA6jrDB4tYY3QtOss3J3D6md+ojy72DsmiALtxnaj12+GkdjTI2rO9jk+fdFuatfur68viiRR9tNCSr6eg+Jyo6/ZL3LCSBJunoUmIvy888lWC7aff8C5+Be0bpf3Ym4YN4mwa29BOM+N8GkUWUZe9zPyvPfBYQNACItEc9vfENp2rv8f57Kj/eUZNPsWeuYVRFwz/4bRH3F5GtmNaclD6PKWe+bShWOd8D6apAHeXYL5XtOWrCNs9yNobDl1xl3RA7Bn3okr6RIMgoYL/zfPpCV8doO1xjB9MXrtKc+DiEgU/bm/a/1CtqMvW0hY1vdQvc8zJuLNmFBEM67I4TijxuGKHI5GE05jf7LPpw9CdX0JNq1KHGq1Wl577TVuuukmxowZw4033khJSQmvv/46oijy2muvBf2cCd1T6X3TCHZ9shZFUlj2l2+Z8f4dRGec3XWtoqISOG67i23vLGfPlxtQZM+XmagV6XrFAHpcP4zI1JgQr7B+OPMLyXvpHRy1rIW6lESS7rkZc6+u5z1WcbtxrFqK9YevUaqrvONCeARht9yFYeDQeq1BKTqF9PVLKEdrWRxjk4j+w8tURSTU/4+pyEc3+xHEgoPeIWnCgyjtBpznoHMtSsG44Z/oTtYIQ30ElqmfIsf39H+uCyHZMB98HuPxj3ynR8CVNAV75l24YwJY/0WM4C73bivac3ve6ovoyMFQPBt96RxEqa5VU9ZE4YoaizNqLO6IQSAGIt1VzkerEocAN954I3q9nhdffJGHHnqIsLAwJkyYwLPPPkvnzn7cCfvBgHvGU36smBOrD+KsdrDo4S+47IM7MEaZG+V8KioXI7lbjrH2+Z+pzCn1jsV3a8Oov80ktkNiCFfmH86CIgqffwOprMIzIArETJ9E3PUzEc9j7VMUBdf2zVi+/Rw5P9f3hFaHcfI0TJdegWi+sCtLkSXkVT8g//IRuJ3ecXHYpcTd/CiiKRxKS889QS2EE9vQ/fAYgtXjilV0JtwznkLuMr5ex/8a/Z4P0O//3DOXoMU64c1GEYbasi2E7XoYjfWYd8wVOwxr938gRXQJ+vkuBkR3zXtANIMYYCKG7EJXuRZ96U/oKtci8CtrZmQfLNFX4IyeqArCRqbViUOAa665hmuuuabJzidqRMb+40p+vusDSrMKqMopY+mfv2HKazeh0bVs07KKSqixl1vZ+N9FHP5lp3dM1Gnof+dYev1mOKK2ZVXkKnzzEzQ1wlDXJonk+2/D1OX8oSiuI1lYv/kU96H9dcb1Q0ZgnnUDmvj6iWP58E6kn96GU4d9g3EpaK75I2Knvh5hWB8UBXHbt2iXvIwgS56h6DRcs/6NktCxfnP8Cu2xBRg2veB9bB/1HFKbYQHNdU4kB6bDL2M8+jYCMgCKaMTa5TEc7W4FoWW9l5oTpy2HsjbavwMVBY3tEPrSuejLFiJK5XWfFnQ4oydj6HA7QmQfnPW8cVFpGK1SHIYCnVnPpP9cz5zfvout1EL+9uOse/FnRj5x2QUDylVUVM5EURQOz9/Fxv9biKPC5h1P7N2WkY/PIKa9H67PZoRksaIBDJnppD35RzSR547NkgoLsM7+AuemdXXGtZ27Yb7mJnQdOtXrnErBCaSf30PZu8E3KAiIoy5HnHorgsGPRAu3E+3CF9HsmuMdkjOH1iSfBOZO1Jxag2nFH72WIke/+3F1ujKguc55jopdhO16CG31Ie+YO7o/1b1fRg5rH9RzXXQobkTJc8OjaOsX2iG4StGXLUBf+jNae9YZz8u6JOzxs3DGzUTRxmCMjA3qkhsDwVUJe/8FTAz1UhqMKg6DSHhyFBP/fR2/3PsRklPi0NwdxHVJofvVg0O9NBWVFkXFiRLW/WseuZt9bj99uIFB902ky+UDEMSWfcNl7NSe1L8/iCbs7KEncnUVtrmzsS9dAJLkHReTUwi7+iZ0/QbW66ZTqS5HXvgZ8vqfQZZ9T6R2QHPl7xEze/i38MoCdD88jpi72zvkHnIT0tj7QAzMS6Ip2IZ5yb0IsgsAZ6ercPR7IKC5zoUh+33MB55FUDyJBIqgw9bpIeyZd4Oofg02FMFd4d2WzycOZSe6yjXoS39GV7kOAanO04pgwBU1BkfsdNwRg0FoOZ43TcVOwrffR6VdAKMqDlV+RWLPNEb//XKW/9XTjWXjfxeR2DON+G5tQrwyFZXmj+SS2P3ZWnZ8sArJ6fviyJzYg6F/vARzfJAyIEOIsX1b0h64E9F09rgs585tVH/wJkql7wtXiIjEfPk1GEZPQNBe+LKtuJyeuMKlX4Ld6nsiMg7NtN8iDJyA4I+YUxTE3XPRLnkFwVHtGdIacE/7K3KPKfWf51eIJfsxL7oDwe2xDLvaTcY+8lkIlrdFUTAdegHT0f95h9wRPbD0eQUp4vyJPyr1R3D7yv8ov3YrKwoa2z70pfPQly3yWhhr4zb3whE7HVf0JBRtC/uMKxLGo//DlPWy5+ZDaLraqY2JKg4bgfaTelK07xR7vtiA7JJY9sR3XP7JXejDW261dBWVxiZn/WE2vLyAihMl3rHwlCiGP3opbUfUz33aEki444azCkPFYcfy9Sc4li/2Dep0mC6ZgXHaTETThRPcFElC2bYUacGnUFbge0JvRBx/DeKYq/xzIQNUFqBd8DyaI2t954lMwnXVf1CSAxdYYkU25gW3Ijg9majuNiOwjXsleJY82Y15718w5nzlHbK1vxdbp4dB1J/nQBV/EetkKnssh4K7An3pHAylc9HYj51xjKxLxBEzDWfspcjGjCZaaXARrScJ2/UHdGVbfIPR3cEeujUFC1UcNhIDfzeRgp0nKdp7iqpTZax48gcm/utaRI0a8KyiUhtFUdj+/kq2v7vSOyaIAj2uG0r/u8aiM7WuL3JRf+bfI5WVUPV/LyCdyPaO6Xr1I+zWu9HExl1wTsXtRN60CHnZN1Ca73tCEBEGX4Jm6s0IkReepw6WUjQbPkazbTaC21dwWOp5Ke6JDwUcX4iioMuajXHj8whOjxXJndgP68T/gSZIGaiSnfCd96MvqKm7iIC1+z9xtLs5OPOr1EGolURiKPoKXeU6NPYjZ+ynCAac0WNxxs7AHT6wRbmNf422dCPh2+5EdJUDoCBi73AfdH4IVqwO7eKCgCoOGwmNTsO4Z2fx481v46y0c3LNITa8vIBhj0xVE1RUVGqQJZkNL81n/2zfnXdS77YMfWQq8V1SQriypsN9Ipuq/3seuawmC1NvIOy6WzCMnXjBa4XitCNvmI+8/FuoKK7znNBlIJoZdyK0yfRrPYq1As3KN9Fs/grB5UsEUsLjcU95HLnTaL/mq7OmyuOY1v4Nba4vwUaK7Yp18nugC07pL8FVSfi2O9CVepJvFEGHpc//4UyZEZT5LxoUBUGqQHCVILpLEdyliK4Sz293KYJUhStiGM74K5H1vs+qoLjOEIausL44Y6fjjJ4AmnpmxDdj9KdmE7b7TwiKJ05WMrXF0vsV3LGDW833uyoOG5GIlGgmPH8NCx74DEWS2f/dZiLTYuh5fZDLM6iotEAkp5uVT//IsSV7vWODfj+RXjcObzUX2Avh3LmNqrdeAbvHDyUmJBLx4ONo25y/s4hityCvnYu8cjZU143hEroMQJx0A2L7Xv4tproY5/p3cW34Aq292ncurQGp/1VIw28LrBUegLMaw6530O95H0HyWSGdHWZiH/Y3MASnzZlgLyBiyy1oqzydNBSNmar+7+COD1zQtlokG6K7CKV0P9jzMJYdRnTlIzprflwFCIrzvFPoK1YgmbsgmXtQ1eF19GWL0FZvReP0dEpxm7tjSX+6xbqNz0BRMGW9jOnIf71DzvgxWPq+gaJreOHv5oQqDhuZNgMzGfXEDFb94yfAk6ASnhxNxrhuIV6ZikrocFocLH3sG3I3HQVA0AiM+utMOk3rE+KVNR32ZQuxfPY+1LQt03boRMQDf0aMPLdQUhQFZetSpJ/eAkvdrhFCz2GIE29ATPeviLNQegLNxk8Rd8/DJbl85xK1yH2vwD38t+BPx5TayG50h77FsPX/EO2+WFI5rA32Ef/E3XZMYPOeBdGSTcTmG9HYTnjOoYulauDHSNEXyXtKkRGkKgSpEsFdiSCVI7oraix+xYiuYgR3sW9bttQ53M9IVC+Gom+xtuuBO2II7oghAIjOPETHKdzhfUFoJTJDdhK26xEMeT96h+xtb8Ta/R+tMuO99f1FzZBOl/alKrec7e+tBAVWPPk90xJu8fZ/VVG5mLCVWVj0xy8o3u/p8qExaBn/3NWkj2ycDkbNEdv8OVi/+dT7WD9wCOF33o+gP0+HlJI8pG//i3Jom29QEBD6jkEz4Xq/3cdC3j40Gz5BPLCsbicKjR6p1zTcw2+DqABd+4qCNmcVhk0voCn31bBTRB3O7jd5StXog+de1JZuJHz7vYhOj2tdMqVRNfBT5PDG63PfqChuBFcpovu0G7eiluirRJAqEE9vn35Oqjyzo0igpxfDkPXJyLpEZG0sii7O81sbi6yLRdFEEn7kPkSpCn35YmypD9bJUpb1KXVczS0eyUH49nvQFy0FamJYu/4NR8btwcusb2ao4rCJ6HfHGKpOlXF4/i4kh5vFj3zJjPfvaDG9YFVUgkF1QQULfv+pNyNZH2Fk8ss3kNS7bYhX1nS4Dh3A+e1n3sfGqZdhnvUbBPHsyWqKJCGv+h55wSfg8rlkhT6j0Uy9BSHRj/+dIiMc3YB202eI2ZvrPqUPQz/8N2hH/ZZyd+BfDWLpAYwbn0ebu7bOuCtjCvZBj6JEBrHUhyJjPPIGpqyXvB1P3OGdqRr0GYoxOXjnCTaKgujKR2Pdj8Z2ENFZ4BGCrhJEdzGCuzxoQu+MU4smZF0CsjYORRePPjIDjKlUuyI8ok6XXK9yMs7YGRiLvkBQnOhL5uBIaqXJPpKd8O13oy+q6fctGqnu+zqupMkhXljjoorDJkIQBEY+cRmWwkrytmZjL7Oy6I+fM+P9OzBEqCVuVFo/lTmlzP/9J1TneWLkzAkRXPLfG5u8L7K90nbhnRoR6+wvMdW4kk2XzcJ8xbXn3FfJycL9zSuQU6vdXXQCmlkPIHYfUv+T2qvR7J6LuPU7xLITdc8RFos06HqkflcR3qZGuAXQokysyEa/8010WT/UETbuhL44hvwFKam/33OeF1sBEZtvRVfiywx1xQ2nuu9bKPro4J6rASiKgujIQWM7gLZGDGqsB85a78/vuRFQNOEomigUbSSKJgq55reiiUTRRtaIwDhkbTyyLh40dftvG2I9nUdcfr7mjvirMBZ94ZmjZDaOxN+06OzjsyLZidh2B7riVQAoGhNVAz7EHTc8xAtrfFRx2IRodBomvHANP9/5AeXZxVQcL2HF32Yz6aXr1RI3Kq2asqNFLLj/E6zFnkSHyLRYprx+ExEp0U26joID+fzy4jwybwmhu9HhEaf6/oMxzbz6rLsoTjvywk89CSenO5sIAuLImZ52d8b6ZfYKxUfRbPkGcc8vdTKPAeSYtkhDbkTudSloAy8hI5ZlYdj5P7RHf0ZQfF1Y5PA07IMexZ05Lfiut/wVsPZ2dHZPLUcFAVvHB7F3fKDZCBTRfhzlyIeQ/yNRjtx6HaMIOq9FzyfqYlG00SiaSGRtVC0hGImiCQ/Z3ysb0nFFDEVXtQGNMxdt5XrcUSNDspZGQbIRsfV2dCVrgJrkpoEf447146asBaOKwybGEGli8is38NOt7+KosJGz/jBb3lzK4PsnhXppKiqNQtnRQn6592Ps5Z5OHTEdEpny2k2Y45qupIXkktj+7TaW/3cphvgg1dJrAJrUtoTf8fuzupKVqjLcbz0GebUKBydnoLnmj4gZ9UhkU2TEw2vRbPnyDNcxgNxuINKAazwlaQJseYeioMnbgH7/Z2izF9WxFCr6SBx97sXZ/eYGic6zIdgLMB17C7I/gJpzyoYEqvu81jysOYqCtmodpoIP0Fp2nXM3WRuLZOqK29wVydQVydgORRuPooloUTFsjvhZ6Ko8JYOMxd9S3UrEoVidRdiex9CVeT4/iiaMqkGf4I4ZFOKVNR2qOAwBEW1iGP/c1Sx44FMUSWH3Z+uIahdHl8uC7HZpReSu2E3hpqzzRuGYk6JJHNyJ6M6pCKoltlngqLSx+NGvvMIwvmsKl7x6I8ao4NS0uxCKonB4ZRbLXllKabYnztFAiMWhyUTEA39CMJ2ZH6o4bEjv/c0nDLU6xEm/QRx3NYJWd8GphVN70C55CTF3T915dSbkntOQBl6DEt8+8LU7q9Ad/hH9/s/RlB+u85RsjMHZ8zac3W4EfXBboImWYxiz38OQ8w2C7Iu7dMWPprr3/6EY4oN6Pr9RFLRVGzDlv4PWuudXT4q4IgbhNvdGMnfBbeqGoktoUSLwXLgiRyLrEhFdhWirNoIig9Byr72CPR9T1sue91lNDKuiCadq0Ke4YwaEeHVNiyoOQ0SbgZkMfWgq6//9CwBrX5hHREo0bQY14MLdSsldsZvNT35ZpnImLgABAABJREFUr30PfLAEfZSZhIEdSRzcmcTBnTDGtrBena0ERVZY8eQPVOV4+q7GdUlh6hs3N1kbyfz9+Sx7aTHHNx+vM95zqp/1/4KM+fLr0CSemSyhSBLSp8+hnDzkGYiOR3v3CwhJ6ReetLIA7Yo30OydX2dYjmmLPOBqpF7TwRjg50BR0BTtRHfwK3RH53n7IHvPYUrA2et2nF1vCFoh69Pn1ZZtwnjsXXSFi3+VUW2Eno9RlXJryMWIpnoH5rzX0Vp21hmXjO3RpF0HSZdRbWkeru6gI2hQxJrXXDSE/LUIGEVBn/sD5n1/R3T7SkTJhiSq+r+DFN0vhIsLDao4DCHdZw2i8kQJe7/eiCLJLH3sG6a/ezsx7QOsKdYKqTySz7YXZvt1jLPCyqmluzi11OPWierUhsTBnUgZ1YPorqkXTYHlULP9vRXkrPOUMTFGm5n4r2ubRBhWFVSy8vUV7J67i9p6Iq1vGhMemURq7zSWL1/e6Os4F7ouZ7qGFUVB/uENlH0bPQNGM9o7nr2wMHTZ0Wz8FM2GTxBcvoauclwm0tj7kDuNCvwL21GJ7siP6A98jabs4BlPu5MG4ux+E+52k0ATxBaHsht9wXyMx95BW1FXcCkaM/b0mzD1+xOYkgJKnAkWgjMfc+5r6MsX1Rl3GztiT74LV9RYYuNqWhZaQrfOxkZweyzysjY2xCsJDMFZRtjex9Hn/+Idk7WR2Nvfiz3jNtAEWgGyZaOKwxAz+A+Tqcot48TqQzirHSx66Asue/92TE0Yj9VccVZa2fjXz5Bsnir9aRP70OnGsWfdV5FkyvbnULjpEEVbD+O2+FxPFVm5VGTlkvX5SsJSY0kd35vU8b2JbN+MS120cE6sPsj29z0ZfoIoMO6ZqwhPDk4XjHPhdrhZ/8FaNn60AZfdV8w5um0M4x4cT5cJXZvtjYG87GvkdT97Hmi0aH775PnrFioK4v7FaJe/ilBZ4Bs2RuEefRdyvysDKsyrKAqc2ohxy3vojv6CINnrPq8Lx9VxJs4u1yHHBbeQv+CqQJ/zLcbjH6Cx5dR5TjYkYW/3WxzpN6DoojGZQihEZDvGwk8xFnyMoNTqOW3MxJZ8F66o8S3XguYvshNRqgJA0fnZu7sZoCtaTtjuRxAdRd4xR5srsHZ7CkV/cZeZU8VhiBE1ImP/cRXz7vmQkoP5VOeVs/jRr5j25i1ojReOMWqtyG6JLU9/hTXXc8cd1bkNff90JRrDuf8nUR1TyJgxCNktUbb3BAWbsijcdIiKQ75MQcupUg59uoJDn64gIjOJTtOHkDl1EIS1UrdPCKg4UcKKJ3/wPh74uwmNHi6Rs/0k85762RtXCGCMMDLirpH0v24gWn3zvdTJW5chz/vA+1hz7UOInc7jxqosQDfnb4gnt3uHFEGDNGAW0sg7A2pxJ1gK0B3+EenID1B2mF/bAd2J/XB1uRZX5rRGcB1vxpDzJfq8eQhyXTHqjuiOPfNOT19kMYjWyUBQFHTlizHnvoro8glyWRONLeVenHEzm02mdFMhuH0W0RZlOXRbMB94BuPJz71Dsi4aS4/ncaVc2rC5LYUNXFzzoPleMS8idGY9k166gbm3vYelsJKivadY+fSPjH92FoLYPC0djc3+dxdRtMUT8K6PDmPwMzeeVxjWRtRqiOuTSVyfTLrfORl7aRUF6w6Qs2wXxduPguzxNVYdK2Dba3PY9tocorum0XZyX1In9MYQrVptA8XtcLH08W9w1VhuM8Z3p9eNjZdF6rA4WPnqcrZ+vcXrQha1Iv2vHciIu0Zijm6axJdAkbN2IH31H+9jcdpvEQdOPOf+wqnd6GY/imCp1Yqu/TDcE/6IEu9fhxQkJ9qTy9Ed+g5tzso6ZWjAk3Xs7Hg5ri7XIsf615LvQgiOEgy5szGc/AqN5fAZzzsTxmHPuBN33IhmkbihsR7EdOoldJZaghwNjoRrsSfdUa+i0a0R0V3rfdhCLIfasq2E7XoQjdUXi+xMGIel579QjEmBT+y2Ydj1DraD8yHlsSCsNLSo4rCZEJYQwaSXrmfe3R/isjrJXraPLf9byqD7zv1F0VrJWbyDw195CtsKGpFB/7gBc1J0wPMZYyNoN30Q7aYPwl5SRe6K3ZxatovSPb5iwOUHcig/kMOeN34haUhn0ib3I3l413oLUhUPq1/+mbLDnjvn6MwERv31skZz5R5de4T5/5xHZZ4vgLxNr1SmPTWdhI7NP25XyTuG9OHTILkBEIdOQ5xw3Tn3F3fPQzv/OQTJE2ahRLXBfcmfkDuM8Ou8YvlhdAe+QnfkJ0R72RnPC21HYs2ciStzCmiDGG+lSGhL1mI4+RX6goUIiqvO07I2Emfqldjb3ogc0TxaKYq2w5gK3kdfvqTOuCtiGNbUh5CNGaFZWDNBdPnEoaJt/uLQkP0h5v1P18pENmHt+lccbW8M/CZEUdAeX4Jx4zOI1aew6euRQNYCUMVhMyKuczLjnpnF4ke+RJEVdn2yluiMeDpd2jfUS2syyg+dYvu/vvc+7nX/dOL7+GkROQ/GuAjaXzWc9lcNx5pfRtmGwxydv4XSAycBT+xi/roD5K87gDbcSOrYXrSbPoiYbmof7AtxYkMWWz5YAYBGr2Hcs7PQhwW/bIytwsbS/yxm9xxfHTmtUcuY349j4A2DWkRBeaWiBPe7fwW7BQCh+xDEq+4/u5CWJTQrXke70ddyT07vj+uKF8EcXe9zavI2ot/9HrqTZybjyGEpuDpdhXnQbQjRGX53yzgfouUohlOz0Z+ajcZ+ZjFoV8wQHG2vx5k8zZOFHGoUBY1tH8aCT9BXLKvzlGRIx5r6EO5I/wR5a0WobTlszm5lRcF47G3MB5/zDrmj+1Pd+xXksMC/X8SKbIwb/oE2Z1WtwdYRWqCKw2ZG2xGdGPrQFNb/x1OSYs1zc4lIjSW5b+u4GzkfiqKw/YXZyE6PJSX90oFkXN541ejNyTGk3XYJvW67hOyt+zm5aDs5i3dgL/JYotzVdo7/vJnjP2+m5/2X0mGW+oVwNpwWB3s+X8eeLzZ4xwbcOyHobfEUReHAov0sfnEhlhKLd7zd4AymPnkpMWktJ4Bc+u5VKPcEwQtpndDc9BcEzVm+VBQZ7c9P1ylRI/W7CvekR0BTv8u3WLwX45Z/oz21pu7UGj3udpfg7HwVUsowEDWERQfnC16wF6DPm4sh70e0FWcWg5b1cThSZ+Foez1yWDMo36VIaC070ZUvR1exEo0rr87TsjYWe+ItOOKvBlH1JpxGdPluIpprQopYfRjz/n+gL17hHbO1vxdbp0cDStoCQJHR7fsM4+YXESRfUpK7zQg0I/4J2442cNWhRxWHzZDuVw+m/FgR+2dvQXbLLH3say778M4mbzUWCtw1mckA0Z3bNFl2aWRmEj3unkL3OyZTvOMoJxduJ3fVXm+m9J7X5iE73XS6YUyTrKclILslDvy4je3vrcRe5hNrKQMy6Hnd0KCeqyS7hEXPLyB7g69riCHcwPiHJ9Lnir7NNgv5bCgFJ1H2rvc8iIxFc8c/EQxncd8qCtqF//IKQ0XQ4J78CHL/WfU6j1B1EsPWV9AfmVNnXA5rg7PnrTg7XQWG4GWQC65ydPkLMOT9hLZkXd26hDXrd8WPwZF6Na6kSaFPMJFs6Ko2oKtcha5iDaJUfsYusjYOe+LNOOKvBLEZWDWbG7USiLz1DpsJgqsC0+H/Yjj+EYLi9o5bOz2KveP9gc9ryce06s9oc9d6x+SwFOxD/oI7Y0pN1yNVHKo0EkMfmkrFyVJyNx3FXmZlyaNfMf2d26AZW+4biiAI9LxvGpue8LjP9r45n/i+7YnICK4F6rxr0IgkDOhIwoCO9P7jTA5+tNQb/7jv7YXITjedbxnfosRIsFEUheMrDrD5jSVUnvRZDkStSN/rR9Lj1uFBS6Ry2VysfXc1Gz/egOz2JUx0GtuZS/4yhYikyKCcpymRNy/0bosTrkeIPMuHWlHQLH8VzXZPjU9F0OC+8gXkzmMvfAJnFYZt/0W//3ME2RfXJ4en4ej/B1wdZgRuMfk1kg194WL0uXPQFa1AUJxn7OKO7ImzzeU4UmY2LOA/CAiuYnSVq9FVrEJXtblOKZrTKGhwRwzCGT0eZ8xUVRSeD6HW+6iWAAspioQh52tMh/6N6PS5vSVjG6xd/4orZXqA8ypoj87DtO7vCE5fnLOj+804Bj4S3Cz+ZoAqDpspolZk/LOzmHPbe1SeLKU0q4CVT//A1W/ffdZ+rK2FlJHdybhsMNlzNiE5XGz959eM+t+9aEJQikRr0tPj3qnoIkzsf9dT6PbAh0uRXBLd7ph0UQpERVZY+8LPHPxpW53xzIk9mPDYFcS0S6A0CPFqiqKQtfwQi/+1sE7CSVSbKCb+aTKdxnYO6P8vuWXWfrUJQhhCqmTVZLxGxCAOmXLWfTTrP/LGGCoIuKc/WS9hKJbsx7Ts92gqfZmYsiEGZ9/7cHa7HjRBiAGVneiKV6HPnYO+cBGCZD1jF8nczisI5fCODT9noCgyGtshdJVr0VWuRWPdc4ZFE0ARTbgihuGKGosrcuRFm33sN4LPxf7rBKNQoKnYTdieP6Ot9LUwVEQD9vb3Ymt/b8AFrYXqXIzrn0J3wheDKpuTsI1+ESm1dfST/jWqOGzGGCJNTPrP9cy9/T2c1Q6OrzjA2v/OZ+QfG1iHqZnT475pFO88RvXxIioO57H/3UX0vG9ayNbT+caxaPRa9rzhqaCf9dkKZJebHvdOvagEoizJrHl2DlnzfF0rkvu3Y/DvJ5HQI5WY2OCYtctyylj8wkKOrPaVOBG1IkNvHcbwO0aiMwUW81WaU87nf/6J0sJSxjwRwnZYikeciGOuQtCfKdaEnJ1oVv7P+9g95THknlMvOK3u0GyM6/7ujYFSNEacPW/D0fvOhvc6VmS0ZZvR5/6IPn8eoqv8jF1kQyLOlBk4UmYiRfUJWQkawV2Ftnojusp16CrX1Sm3UhtZG48rajTOqNG4wwd62r+p+IXSXCyHkh3T4VcwHnsHQZG8w46UGdi6/AXZlBrYvLKEft+nGLa9guDyhc642s/ANvypoIZlNDdUcdjMic6IZ9wzs1j00BcossL6NxcR3zmFxGEZoV5ao6E16hn4t2tZde//kF0SR75ZQ+LgTiQO6hSyNXW4ZiSCTsPu/5sLwJGv1yA73fR6YHqrtuSeRnbLrPrHjxxZuBsAQSMw6q8z6Ti1d9AEstvhZv2H61j//lokp+8CnzE0k8mPTyEuI7CAd1mSWf3pZub/dwVOm4uotmFBWW+DMEUgDj+Le8tpQzf3Ka91yz2qptvJ+XA7MK5/Gv2hb7xDUnxPrONfQ4loG/gaFQVN1X6PIMybc9ZMY1kXhTN5Gs6Umbhjh4SmCLQio7Floa1aj65yHVrLLgSks+4qGTvgjBqNK3IMkrnbxdPJpLFoBuJQW7qRsD1/RmPxxfm5I7pi7f5Pz3syQMSSfZjW/BVNsS+hSjYlYB/2d9yZF75Za+m0SnG4cOFCnnnmGbZu3YooigwdOpRnnnmGoUODGyTfVKQN68jgByax8f88rs35f/6CaW/fSkK3NiFeWeMR1akN3e+6xGut2/bcd4z78P6QFqhuf8UwNDotO/7zIygKx37YgOyS6PPwzFYtEGW3xIq/f8+xpfsAT1zm+GdnkTEueO3TDq8+zOIXFlCeU+4di0iMYMKjk+g6qVvAAjT3YAFf/3UeJ3f7hE1UcujjFMVRMxGMZ8YoaVe8jlDuaR0np/ZCGn7beecRKk9gXvZ7NCX7vGPOrtdjH/JX0AZoCas+jvHIx+hzf0BbnXXG04rGhDNxMs6Uy3AljAlJYoniLIaS1Zjzl6Kr2ojoPnsogyIacYUPxBU5AnfEcGRD671mhgQxhG5ldzXmgy9gPPGJd0gR9Ng6PoC9/b2BZ5W7bRi2vYp+zwd1rJDOrjdgH/gIGEJ//WgKWp04XLlyJVOnTqVHjx48++yzuN1u3nzzTcaMGcPq1asZPHhwqJcYED2uG0rZkUIOzd2B2+FiyaNfcdmHdxKW0HpjY9rPGk7h5iwKN2XhKK1i+wvfM+T5m0Lqym03fRCCVsP2F2eDrHD8583Ibol+f7oSoQXU1/MXySWx/InvOL7yAACiTsOE568mfVRwOmZU5Jaz5F+LObT8oHdM1IoM+s1gRtw9CkOAdRJdDjeL31zNsvfXexNZBAGGXz+QGY9OYN3GtReYoRHRGRFHXX7GsJC9Cc1Wj/VP0RpwT3/qvDXTtCeWYVr5iDc4XtEYsY/4J65OV/i/JkVBW7wadn0OpxZgPkemsbPN5TgTJ4O2iYPvZRdayy50VevQVm0A2yEAzvbukAzpuCKGewRheD/VXdyIhMqtrCtajnnP43Ws2e7o/lT3/FeDCqhrclZhWvckYtVJ75gU3QH7iGeRkgc2aM0tjVYnDh988EHatm3Lxo0bMZs9F7Cbb76Zbt268cQTT7B48eIQrzAwBEFg+J8uxZJXyaktR7EWVbHk0a+49K1bW20PZkEU6ffYLJbf9irOcgsF6w9w6JPldL55XEgFYvqU/og6Ddue/RZFkjm5YBsoCv0en9WqYhBlt8Syx7/hxGrPF7FGr2HCi9fSdnhw3Ps7vt/O4hcX4rb7vlTSB6Yz+fGpDepwUni0hPd/9zVF2T5rUlKHeK7556Vk9m8b8tdI7DMKIexX1geHBd28f3ofusfdjxJ7jtqmioJ++2sYt7/qHZIiM7BNeMP/NneKhD53DqYjr521jZ0rZiDOlMtxJl+KYmjaOnaezOK16CrXeDKLZctZ91NEM67wgbgjh+KKGIpsaIArXcU/aiWk0BSWQ0XGvOcvGE/6CsIrGhPWzn/C0e7WwMMaZBfGVX+uU/ZJEXU4+t6Hs/edwUnkamG0KnFYVlbGzp07efjhh73CECApKYkxY8awaNGiEK6u4Wj0Wma+fhufXfUyladKKd6fy/qX5jPqictCvbRGwxgXQb/HrmLjYx7XwYEPllB+IIe+f74ypC7mtAl9EHUaNv/tCwBOLtxOtzsmYUqMDtmags2GVxb6hKFBy6T/XE/q4OAULN6/aB/zn57nfRwWH86EhyfSfWqPBom3quJq3rnzC0pPVQCg0YlMuHMEE+8ZgTYEGe9nQxgw/owxzZavECrzAZDbDUQecPU5j9dlfVdHGLoyLsE26gX/kk4UBV3hYkyH/o22+mDd58ypWFOvx9nmcmRzExbfV2Q01n0eMVi5Fq3twLn3jegJsaOo0vXBbe6tFqYOEYLb137xbFngQWfvS3WEoStuBJaeLyCb2zVoWuOGZ+oIQ3fyYOwjnkGObgYF2kNE87haBonIyEgOHjxIWNiZAefFxcVotS3/zw2Li+CKt+7g86tfwW13cWjOdpJ6taXzZSHMvmxkkod1pctvJ3Dww6UA5K87wPLfvkb/v8wKaZJKm9E9ierUhoosj2tD1LX899dp9s/ezP7vNgMeV/Lkl2+gzcDgtDHM2XGSuU/85H3c96p+jPvjBIwRDasn57A6ee+er73CMLlTAje9dAUpnZuuTmZ9EMJ+leHotKHZ/CUAiiDimvKXcyZKiBXZGNf7LIz2/2fvrMPjuK4+/N6ZWRSTZckCs8zMjmOHyWGHmbFp0xSSps3Xpk0hSdOkSQNN0jAzs5OYmZlkybKYtVoc+P4YeVeKZVmyVuh9n2cfzczO3nu0Ws3+5twDk3+Df/QNbcoMVqpW4tz6F5SatU2OBxKmYBl1B2TMxVtde4hXhxndi6VuJZaaH7HULjxk7KAuxxOInY4aM51A7DQS+gwCQA1jm78IbcQwsFV8EtwNRE3o2PmKvocN5mffQOAe+QC+zMvanRVv2fYm1q2vmeNKFrwz7ycwZF6XZdt3F3rPtxkgyzJDhhwsFjZs2MDixYs55ZRTusCq8NNnWD9m3j2XH//4AQBLHv6cxJy+JOekdbFlHcewq08gfmg/1v79Xfw1bnyVdSz91QsMumAmw288pUvqIIIpnA5giTmyGlrdjaLVe1n6zy+D+zPvnhs2YVi1r5J3f/FOMBt59FljOPUPp7d7qVfXdF696wP2bTLbnsWnxXLTc5cSl9r9Y3LldR8gPKag1UecDImHWBbVAzh+uBOhmnUF/UMvxD/mxtZPpKs4dj2Gffe/m3h51LjxuHN+g5o0k8QwlSNqCRGobPAOLsRStwzRqMtGY1RHDoHYmQRij0FzjuiaTOgIh0SpX4vsMzsWBaLGozsGddhckqcQll4Nhhk/7Bl8J76sy9s9rly8EvuSPwb3vcc8QGDIYaoDHCX0KnHYHC6XiyuvvBKAu+++u4utCR+DTxtDycZ9bHtvFZpPZf4973D2izdgi+0dAqU5+s4YxnEv/Jy1f3+X0hVmFuXudxZTtnYPE/9wIbH9O7/7gr/G/KK2RNuRlJ7/5VVXWM3835mxlACjLp3O0LnjwjK2u9rN27e9iafKfM/6T+3Pafed0W5haBgGHzzwFZu/Nz8T9mgbNzxzcY8Qhqh+5OWhZTJt+lWHPNW25jHkcrOUkBY3AO+037d6GslTQNS6n2GpXh2aOjoHz9BfE+hzUod7SSTffiw1P2Cp+QGlfn3zhaiFjUDMNAJxxxCInYlhOfK40wgdj638/eC2L7kDBZXmI3rtzeAz61X6U47HO/iOdg8rXIU4vrst2FrPN/KaiDBsRK8Wh263m7POOov169dzzz33MHt27+qLO+0Xp1C+tZDyLYXU7a9iwf0fcuKDF4etdVl3xJ4Uw7R/XMWe95ey5ekv0QMatbuK+PGG/zDy1tMYcPbUTisro/kCuIvNmJveEGsY8Pj59jdv4q02xVvG9MFMvv3EsIyt+lXev/MdKvPMZcDkQSmc+895yJb2C+of/reMxa+bokdSJK5+fF63W0o+FNKmzxCuMgC0IbMxUprvJiIXLce6/hnAzBD1zH6k1e26LEWfErXpbiS1IatZyHiG3GWW++gob5xhIHl3Y6353hSEDdnFP0VXEgnEziIQdyyBmCmRVnU9BBGoxFJjhvnocjyBuIPjaMOFc9v9KDXrzJ2obOrHPNr++pSqB+e3NyN5zeuRmj4T35Tftm/MXkavFYfV1dXMnTuXxYsXc+211/LAAw+0+rUJCQkkJCQc8nld1zGMTgi+bQapQfgcWP45/6kbePmch/FU1ZO/cAc7313DtJtP6hLbGvNTO8NN0o1nMmj2eH787fNU7y5C96tsfPQTiudvYvrvLyFpeOsC6dtjZ/nmvKCHLWVU/w77XTv6vQTT+/bp/S9RubMEgIT+KZz7+HXY41pfsuRQdhqGwRt3vMa+NWZ5iOiUGG589SYSMtr/+6z4eB2fPPRdcP+6f13E9LmTgrY0R1VV1SGf6wwOXF8MTcW14rWgDy329DuRU1IOur4Y3mq0hb+GhjPlWfcSn9OKG13VDat/A7teDB2LykYc8wLO5Ck095dtz2fNMAyo2wClX0LZV+DJa/5E5yBIPhFSTkSKHYddSLRVEnbG/0Q46Al2HomNRt67wdI1Ur8LSEzu2yG2secNyH/F3JZsiNmvk5DQviQRwzDQP/01xoHaoPEDsJ33MnbHob/zGyOE6NbXl3DRK8VhaWkpp5xyCuvWrePGG2/k6aef7vLyFR1FbHoiZ/zzCt697hkwDBb96zPSxmSRPSM8dei6M4k5GZz55j2seuR9tr7xAwBlG3L55OK/MeySOUy47SysHRgHWLktVAsraVjPLp+x4r/fsu0zM0HBGmXj3Keub5MwbImvH/mKtR+avZgtdgvX/u+6sAjDnctz+e9trwf3z/3NKcy8aHK7x+0s1PWfYVSYAkoeegxy9riDzjEMA/3rO6HOTHoSmccgJt9++MGrNsGiq6C2USZy9vkw5d9gDV/LL8MwwLUZSj6D0s/BW9D8iTFjIOVkSDkZEdVxsWkROomyRpU/0i/qmDmqNsGK0PKxmPooImk8hq63a1hj+aMY28x4fSzRyOe+imilMGzV+F3kOAo3vU4c1tXVBYXhnXfeySOPPBL2OTweD273wc3mO4MDd3eVjbL04kamMuH62ax59gcM3eDjX7zIOS/dRFRq11Vyb87OjmLozSeTMGUQGx79GFdeGYZusPW179nzxSpG3XY6/U44dIu39ti5f12oe4SlX1yH/a4d/V7mL9rBgn9+au4ImP2ncxGJ1jbP15ydGz5ez7cNnX0QcNbfziEqK7rdv0tpbgX/vvxFVJ/pvZh87hiOuWYSlZWVOJ3OZisWdCcMXcf37ZPBfdsJtwa3G19fLDvew7HdzOw2rHHUzfgrRnVNi2NbCz8mauNdCP1Aj2UH9SP+jL/fBeDSgEO/9639rEme3Virv8Ja9S2yf99BzxvIqNHjCcTNwR83G8Pa4FnyAb72f4478/rSHnqCnW21UajVxNWuQwCafSC13jjwhvf3E4EaYpdchKx5APBmXIx94BUYut6u91LJn49j4V8QmBnPntkPo0qp0IYxD3d9Cax6D4g/Yhu7C71OHN52222sW7eOn//850csDKuqqlDVLmwifgSMu/ZYSjcVULB0F94qN9///l1Of+pqJKX3de1ojpQJgzju+Z+x6+3F7HhpPpovgK+yjtV/fou8z1Yy5hdnEZMdvji0yk15FC0MtSyLG9wz23Kp3gAL/vThgRVLJtx4XNi6n1Tvr25Sy/CEu05i6PHtH9swDF6+833cNeYXx9AZA7jw/lBii9vtbvHmratXEaqqqtC3/4il2PTq6emjqYobDGVlTc4T7jLsy+4P7nuO+QtGdMufM6ViGVHr70BgelfUmJG4xj2BHh0Gb51hoLhWYC95AYtr9cFPI6PGTMYffyKBuNkYSnz754zQ7VDqVgQTigKxMztkDseOB5HdplddjR2Ne8T9bQ49OAh/ndlRqMF238Q7UbPbHlPd4vWlch+BhS/BmJ+3x9JuQa8Sh1u3buWVV14hPj6ecePG8eqrrx50zuWXtz/9vTsiJMHsP53LR1f9F1dRDSUb9rHhlUWMu+bYrjat05AsCkMvm03GCWPY+PinFC/aCkD5mj18f+3jZJ4ynqxTJ5A4OvuIBYIeUNn2wnfsfGMB6OZFJnF0NpbonhlIX5Vbhq/WFFn9pg5i3DWzwjb2ju+2BVvXjTt/PJMvD0/rytI9FRRuM2Mj+wxM4up/hyexpTORtoSW5bRpVzSbLWzd+BwiYHYF8Q85H3XAaS2OKfxVRDcShr6Mi6gf8ZewdHeQXetwFD2Jpb5pbUQDCTV6oikI44+PCMKjAKG5gtuatV+HzGEp+wEwe2O7xj8Ncvuvr0rRsmCrSTXjWPxjb2n3mD9FKtwEnVEMvBPoVeLwxx9/BMxklGuuuabZc3qrOASwxzmZc//5fHbTCxi6wZpnf6Tf1EGkjOiYf+DuirNvAlMfuILixVvZ+O9PcRdXYaga+Z+tIv+zVTjTE8k8ZTyZp4xvUxB2bW4Ja/7yNjW7ioLHEkdlMfH3F3bEr9EpeMrrgtupY8LbWm7P0j3B7cmXTQnb2NsW7Q5uT5s3Hnt0D2ttpetIu83ezobViT7oYO+L8FRg3WbGUxqyFd+ku1oe0zCI2vQbJJ/ZZcXsHPGPdmd1yu4tOIqewlK3rMlxzZaNL3ke/viTMCyd21YvQtfSuD2h7MsP+/giUIvsMUMV1NiR6M7wxHPLRSuC2/6cSzqmfJO37vDn9BB6lTi8+eabufnmm7vajC4ldUwmY6+exbr/LcDQdH64733OefkmLE5rV5vW6fSdOZzkiYPY+dqP7H5nMZrHD4C7sJLtL3zH9he+I3XiEAafPY24SQOwRDV/d2roOnveXcKWZ79G95vhBkKWGHbtiQy55FiE3HOX7t1loYuZMyV8dQED3gD7VptfHDGpMSQNTA7b2NsWhsThsFk9L7lBlO0MFb0eMA2Ug/83rZtfQKimR9efczGGs+WQCNu+V7GWfGWOaUnANeZf7RKGkmcXjuJnsNb80OS4ZsvC0/cmAvEntr+cSIQeiWbvH9yWfYfISG8Hct3W0FyxI8I2rlIcEoda30lhG7cxwttyPHBPoleJwwgm4687lv3Ld1O2eT+1+ypZ/thXHHPPmV1tVpeg2K0Mv+4khlw6m6KFm9n35VrK1uyGhoyyktU7KVltJpZIFhnZbkW2W1EcVmSHFcVuIeDyUru7ODhmTP8+TLj3QuKH9sw4w8a4K0JLRI6k8PWq3rcmP5gsMnDGoLB5Df3eALtXmqIzvm8MqYPDJzo7C7EvtDSrD25mGV/1Yt1ihsQYkgX/mBtaHE+u245zayg2sX70wxj2IystYvgrYOcDxJZ83KRQtWZNx5t6Pf7E00AcJV8bhg74EYYPDD8gY0hOwHZUt1YzlGQMyYnQ3UjevWEfX64NxXJrMcPDM6i/DqnSFJ1a4jAMe/iyk5sQ8RxG6M5IiszsP57Lh1c+g+oJsP3DNWTOGEL27GFdbVqXoTisZJ48nsyTx+MprWbf1+vY99UaXPnlwXP0gIYe8BCo8xxynEEXzGT4DScj2yydYXaH4260rOxMDp/nMHdJaEl5wPTwNa/fvTIkOnNmhU90diZSgzg0EOiDD15SVvK/QwRM0R4YdCZGVAttMTUvUetuD2Yme7OvJpB6ZHVOldrFsOUv4C/nwLuqK8l4+16LL/EckHr4Z95QEXoVQq9A0syfQq9E6JVIWiXCqAPDhzD8YPgRBJofBhmEE0OKwhBODOEEEYWmZKJbhqApg0Dq3tny7UIINFs2imcrkr8IdB9I4QvtaOw5VGPC4zlUilchGlrvqX3DE/vcHMLbST3JO4GIOOylxGUlMe3OU1n0V7Mx+qK/fkLKqAycYfQO9VQcfeIZevkchlw2G72wll0fL6N08140jx/V40f1+tG85vaBpJOofomM/dW5pEzoecuYLeFp5Dl0Jofvs7GnQRwKSdB/Wnj6MsNPlpRn9sy/hVRt1iw0+o0G58EeDMuuD4PbgcHntjiWc9sDKC4z61mNGYY753dtN0j34ij8N/byd0KH5Di8qVfjS57X87qW6G4krRBJ24+kFpjbagFCL2u2bV9bEWhg1CG0pl4ixb88ZIKcjqYMQZPGIOzDwYjtVb2hNXsWimcrAh3Jvx/dHr4bQKVBHBoItJjwVE6Qmywpd5w4jHgOI/QIhp41nvxFO8hfsB1vtZuFf/6Ik/91aY/0tnQEQghSRg8gZfSAZmtnGYaB7lfRfAEsMY5e+b65y01xKCSBPSE83o66klrKd5tlWdJGpuOIC18h8u0NySiSLBg6I3yisyvQhxy8pCw8FSgFC8zno9LQ0qYe8vWWkq+x578ENGR1jn2izVmdsnsbUXl/QPbtDR1Mmk1t37sxLN1/yV7oNUiB3cjqbqTALiStAEk/sjp4hojCEHYQVgxhBWzmz4Z9YWhg1CMMN0J3I4x6MNzNCk5TnBailZhJklHCQcB+LAH7KRhKC57gHoJuDYXUSP6S8IlDQ0Ouayjx5MwGJTzXpKbxhh1XKF94Ip7DCD0AIQSz7j2L9zc/hafCRcHSXWx9dyUjLujAO6dehBAC2WbpNUvIzXFgWdmeEIUUpsSa3EZZygNmhM+jULm/mtI9FQBkjemHI7aHebR+gj74mIOOKXs+M0UIEBh01iGTPoS3mKiNvwruu4ffhx4ztE3z28rexrH/EdMTBhjChhjyO+h3GUZ3bQFmeJH9G1GLt6C71xIVKGndy7ChK+kYUh90OQFDSsKQEtHlRAwpEUNKAHEE/+eGAYYXoVcjq3uQ1J3IgV1I6t7g+wogDA9Wz1dYPV8RsE3HF3MziJ6bJKhbUoPbUiv/Bq1BcucjdC8AWkyYwqD8LqTyTeaY8YMxHB2YXR9ZVo7QU7DHOzn2D2fz1S9eA2DlE9+SNSuH6L7ha6EVoefiqzGLudrjw9MqD6BwY2Fwu//U/mEbt2BzKClo4KTW9c7urhhx6RjJBy+LW/Z+GdwODD77kK937HoMKVANgD/1NHyZl7VpflvJSziLngjuq45h1GffT3z6xDaN0ykYfmT/GizeRcj+DQgCHKqBmiGi0OUMdKUfutwv+NOQEjsmu1oIEA4MyYGqpAEzgzZL6l5iLIUY3i1odcsRmNUSLL6l6Eo2Aeeh/77dnSbi0F/UwpltQ67PDW5r0YPDM2b1zuANl9ZnQljGPBRC9QK9Y4UpIg6PAjKmD2bY+ZPY9t4qVG+ApQ9/wUkPX9zVZkXoBtjinLjL6vBW1YdtzMa9RW1hLA4enRgSsH5P88kCPQVtyLEHZ7yqXuRSM1lFj8lCT2jeEyi8JdgKzPhAQ46iftTf25Q9ayt5uYkw9KZchifttu6VcGLoyIGtKL5FKL7lCKOZJDFhRVMGoimD0CyD0ZVBGFJy98gkFlZ0y1DkxGnAedSW52Pxfo+1/g0EBhb35wQcp4LoYTU6G+ioWodG47AIPTxdygyl0Y2v0b6+zIdDGz0X1nx2+BN7ABFxeJQw+dYTyPthG54KF/kLt7P3h630nxOmMgEReixRqXG4y+rwVNaj+VVka/svCY3HOJBZHA6Ss0MFy0v3lLdwZvdHHzrnoGNy6RqEbopeNW3aIV9rK/zAzKgFvFmXY1hbX5ZDqVuJo5EwdKfdhi/16la/vqOR1HwU7yIU3+JmYwd1KR7NOhFH0myEcxyu6vDd1HQoUjQB55lI6l4sviVIRi0Wz3wCzpa73nRXdFs/DGQEGpI3fLUODUtoRUuo4akZaDhCsbPCWxGWMQ+FNvN6ZLVjBWhnEaliepRgjbYz7c5TgvtLH/o82DYtwtFLdGpscLu+NDzxMootJA61QPjEYUxyFM6G5JaiHaVhG7ezMazRGJljDzquFIa6kKjphxaH1qJPgtu+zEtbPa9Qa4jK/2MwgcLT98buIQx1D4rnOxxV9+Ks+i1WzydNhKEhHARss/HE3Ys78T/4Yq5Hip6KCGP5lM4i4DwnuG3xfAJGD/WACyXoPZR9+WBoh3lB6zAs8cFtKRAmcWiLx2gIKZA8HXxTKQSWOTd17BydREQcHkUMOHEkGTOGAGaW6vLHvj7MKyL0dqJSQ3fq9SVhEofWUMmOcHoOhRD0G27GOtWV11NX7jrMK7onetY4kA720MpFS4Pb2iE8h1J9LkrtRgDU2NHoUa3M2DYMnAV/RwqYojoQPRlv6nVtMzzMSIFcbHXPEVV5K3bXc8hqKJHJQEa1TsAbcwf1SU/hi70ZzTqqx3dl0ZVMVKvZnUPSq1C8C7rYoiPnQKcUYfiQ/MUtn9xK9Maew4aY2nYjyRh2c9VBdLQ4hO4R1hAGevZ/WoQ2IYTgmLvnYoky77h3frqOgqW7utiqCF1JVCPPoaskPHfqjZeVNX94PAoHSM8JBcIXbgtflmRnYmQ107orUI9cZoo+LW7QIdvlNfYa+tPOavWc1qrPsFZ/C4Aux1Kf9X9dI7SCXsLf4az+HRbvdwjDG3xaU/rji76a+qQn8cb9GtU+vcfG5R0KfyPvodX9cdi8bp2NbgslhUnhaqMnR2E01IMUgfBl/h5YWhae8mB3rAgtExGHRxlRqbFMuSPUQWHR3z7B7/J1oUURupLGWev1YRKHSuOYQ3/4PIcA6cNComn/9p65tKz3G33QMblkFcIw36uWahs2FYdzWzWf5CvAWfBQcN+d+TsMa2oLrwg/QivH6nqFqMrbGryEoaxUQ9gJ2E/AHf8AnoS/EXCcAlJsC6P1bHTLIFTLGAAkvRTFt6SLLToyNFv/4LYcrjZ6QgSXlkWYlpUBDLtZvkboAfD3nkLVHUlEHB6F5Jw9gfTJ5nJUfUktK//zTRdbFKGraLys7CoOl+cwtKwcds/h8FDP4MKt4VnK6nSUg+vbtSbeUK7bHuyGEoifiO7od/i5DJWovPsQulmyyJc4l0D8CUdg9JEhqXnYap/AWflzrJ7Pm2Qda8oAvNHXU5/4JL6Y69Et4auJ2d3xO0Odb6zuDzs8i7YjOLCsDCCHy3NIKCklnOJQb1TbUOrgpJTeQkQcHoUIITjmd2eiOMzSFdveX03R2vD9c0foOUR3RMyhreM8h6kDk5Et5mUrd00BgTDGNHYlSlFIHGp9m/ccWos/DW63dknZVvY2irthudraD3e/Xx3mFWHC0LHUv4+j6h4svsWIhsqEBhYC9uMavIR/RXWcAFL4Ouj0FHTrMDSLWeRZ0gqRA5u62KK2o9uyg9tSuDyHhJJSJLU2fOVsGmcsu3vmikNnExGHRykx6QlMvu3E4P6yh79A7yUp+BFajz3BiWI3bxJqC46s7dhPcTYqqF1TWB2WMQ+gWGWyx2YAUFVYwwcPfBXW8bsE1YtUsQVouYODUrU6uB1IPaXZc5pg6NjK3w7u1mffD3J42pG1hNBrsNf8HZv7nWBmtCFi8DvPx530OL6YG48qL+Gh0JRQHUuh97zkKkOJRVfMMkrhrHWo20KhI5KnIDxjxoaEbOMbsQiHJiIOj2KGnTeJpByzz2flrhK2f7T6MK+I0NsQQhCbaWby1RVWoQXavwycOiwUz1bcAUu/5/3hVCx20zu57O21rPxwQ9jn6Ezkis2NOjiMO/R5ddsA0K1J6PbD9+dV6lYg+/cDEIiZihY1pv3GHgbJvw1H1T0oAdNbaSDwO8+nPulx/FHzMKRIZ6YDyP61wW3NOqILLTlytAbvoaSWgxYegatFh0Sz7NoRljHVrFAohZL7eVjG7O1ExOFRjCRLTL/r1OD+6qe/x9vQTi3C0UNctrnkYmgGdYXt76kbmxaHvaEeYfGW4iYdU8JBek4f5v3x9OD+u3/8nMIempwCIJeuC25rKQfXPwQQvjIkv1mGQ4sZ1qpyGbaK94PbvqTz2mdkK1A83+Go+QuSbn6GdBGHN+53+KPm9bqM4/YitDJkbR8AmjIIQ4rvWoOOkMYZy7JvX1jG1GJyQmM23BC1FyOqL2qq2RpSrt6NVBUe0dmbiYjDo5zUsVkMOtX0KPhqPax+5vsutihCZxOXFVrGrMlrf7C2EIK+DYkj7sp6XKXhzw6cfM4Ypl0wHoCAV+Wln7+Lt4dm3ctl64PbhxKHct3W4LYac3gvkwiUYakxa+jpShKBuGPbaWULGBrWuhewu55DYHpAVcsIPIl/N2sTRjgIpZHXULV2bL/fjkRrHHcYpqQUNTr84hBA7R/qRmPJ/SJs4/ZWIuIwApNvPzGYnLL9g9VU7OihWaARjoi47MbiMDxFYvsODy17dsTSMsC5vz+FfiNMEVq2t5K3//BZ2L2UnYFcZi6LG7L9kP2UldqQONRihh12TFvFx0Gh5ks6C0QHdUrVXdhr/o7VGyqo73ecjjfu3h7rDesMZF8ohEez9Vxx2MRz6A1P3KEeNQBDmBn9ckN2fjgIDAjF6SoRcXhYIuIwAlEpMYy71vQsGLrB0oe/6JFfshGOjAPLygA1+eEp89C3UcmZ4m0dIw4tNoWrHzsfe4y5ZLnuiy0sfGVlh8zVUQhPBZLLDLrXkkc12zkFmnoOtZjD9EQ3NKwVH5qbCPyJ54TD1IMQ6n6c1X9Aaci0NZDxxtyEP/qKHt/JpEPRPcgBMwFJl5LQ5ezDvKD7otlDtoetnI1kQYseZI5Zvwe08KwIGFFpjZaWdyGXrj3MK45uIv/BEQAYdfG0YGJCyfp8dn3Rs4P8I7SeuMzwLisDpDYShyUdWI8wKTOBS/9xdnD/4we/Ze/a8GQ4dgZy2brg9qGWlCG0vGYIGS16SItjKnXLkAPme67GTEe3pbff0J/a41+Hs/o+JM2cRxexeOJ/j2qfE/a5ehtyYCOChoLn1vE9ut2abu2H0SAjpDBmLB/wjgtDMwVimAgMvSC4bd30YtjG7Y1ExGEEwGx5Nu2XoeSU5Y9+hbc6kpxyNGCNtuFMjgagJj88y8oJmQnYGjx6xVuKwjLmoRh1/FCOu346ALqq87/b32HxG6txVdZ36Lzh4MCSMoDW5xDiUA8gu3aa50QNArnl5A5bZageoi85/IkoivcH7DUPIgzz+qDJWXgS/oJuOfxydwRQfGuC26p1YhdaEgYkK7rVvPmQfflha02ndVDcYWDgmegN3VKUvV8iaiP1fQ9FRBxGCJI5YwgDTjCD3X01HlY/M7+LLYrQWcRlmUvL3ip3WDLWhRCk5pjew7rSOir2dmxXgtN/cRwDJ5nxT66Ket770xf8cdajPHP966x4fz2eWu9hRugammQqJzcvDiV3HsIImOe0It5QcZnLZbocQyB2ZvuNbIzhxVb3YrB+oWqdhCfhTxhySnjn6a3otSj+FQAY2HpsCZvGHIg7FLobESgLy5hNM5Y3h2VMABQbgeGXAqZXMurzyyKZy4cgIg4jNGHaL0/F4jSDgbd/uIbKnSVdbFGEziBhUOjLvWp3eMrCDD52cHB70ycdG6YgKxJXPnIuGSNCy9m6ZrB90R7e/N0n3DfzX/zvtrdZ8+mm7iMUdS24rKw7UzGim1/+lXyhL9zD1jc0VIRqFjPXbZlhT0RRfCsRmDFgAds0vLF3grCHdY7ejNX9UbCFoGo/BsTBrRR7Gk3b6OUe+sQ2oMaFbpQaF38PB76RV6HHmIJWqi8m6tOLkYt7VqxyZxARhxGa4EyOYezVswAzOWXZv76MJKccBSQMChWuDpc4HHnGaIRsxlNt/HgDutaxHXhi+8Rw53vXcdcH13P8DTNISA8VXNYCGpu+28Grv/qQf5z3ZIfa0Vqkqh2IgLn0rfU5dOyZ8Ie8roY1scUxhVoT9OrpSsvnHgmKb2lwO+A4NZJ40gaEVo7FY2Z1G1jwOzu+9mRnoNkHBLdlb3jEoWFLRnOa4yo1G0EL4w2dLZ76M982E8AA4a/F+eVVKHt7QbelMBL5z45wECMvnkZMP7MtUtHqveT9GL6Yjwjdk8TBIXEYLm9xdHI0g2aa3sO60jr2Lg/PF0dLCCHoN7wvc+86nt9/dzt3vHk1x141hdiU6A6fu63IpaHYMy310OVMJH+oMLlubb61XvBcNdQC0Qi3ODQCyP4DWbbx6ErzZXciNI/V/V4wESXgOA1DDr947wqaisO9YRtXTZgEgDD8KDXhXXkwHMnUn/4aaj/TESI0P47vbsey5ZWwztOT6fXi8MYbb2TOnDldbUaPQrEpTLnjpOD+in9/g+YPTwP0CN2ThEGhfqaVYfIcAow5O7Q8tOGj9S2cGX6EEPQfl8E595zMfT/cwa0vX8Hsq6aSNTqjU+04FHJJI3HY59DisG2ew5A4DLfnUA7sDC4pa5bRPTrLtrMR6n4U748AGCIKv/PMLrYofOi2kDiUvOHLLD4gDgGUqlVhGzeIJQr3yf/FP/hcAAQGjqV/wrbq4bAl1vRkerU4fP7553n22We72oweSfbsYaRN7A9A3f4qNr0ZaVbem7E4rUFvcdXuEgw9PBfHwbOH4Ig3W+ntmL8dbxfF+0myxOAp2Zx9z0lc+68Lu8SGn6I0eA4N2YaWdOjEBCnQSPAdxnMo1JCX0VAS2mlhU+SGfskAmnV0WMfu7djq3w4u9/udZ4LU/TzZR4qhxKIr5ucyXMvKAIHG4rC6A8QhgGTBe+yD+MbeHDxkW/80Ue+eiHXtE4i68LQE7In0SnGoaRr3338/N9xwQ1eb0mMRQjDtzlMRkukdWP/CQtzl4W+DFqH7cGBpWfUEqCuqDsuYskVm5OlmbI/m19jyZRgzD3swwl2G1PDFoyWPAfnQiQlt8Rw2EZKWMHsO/RFxeCTonm3BDGVdijdjNXsZB5aWJa26yQ1Ke9CjBqFb4oGGpJSO8uYJgW/Sr/BMvw8D8/tOrs3DvuZRYt4+Duenl2DZ/hb4j67vv14nDr1eLxMmTOD//u//uOKKK+jXr19Xm9RjSRySSs455nJXwO1n1VOR0jZtQfOrrP/XRyz+5fPsfncJnvLarjapRZosLe8KX5Z6Vy4td1cad2fQUse3eK7USBwe3nPYQTGHugtJNZcMNTkz0hqvlRiGgVb+QnDf7zwPRMt1KnsiHZGUgpBQ4806kFKgCmo7tuRMYMSVuE/5H2ra9KBIBFBKVuJYdC8xr0/DMf8OlNzPzfI3ajepetBBdFDDza7D6/VSW1vLW2+9xYUXXkj//v272qQezYQbj2PP15vwu3zs/GwdIy6YQvKww5TTiIDmV1n1xzcoXmy2PStfvZtNj39K3JB0UqfnkDoth4RhGQi5+9yfNU5KqdpZQv/Z4SlqnDqsL6k5qZRsL6FoUyF5K/aSPaV/WMbuqcgljXrrthBvCCD8puAzJBvIUS2eKzXy2oQz5lAObA0ui0a8hq3EMNAqXsZwrwNAl1JR7cd1rU0dhG7/SdxhdHj6RasJk7CWfWfulCyAuJyWX9BOtIxZuDNmIVyFWHZ/jGXnB8g1uwEQmg9L7udYcj8Pnq9H9UWPzUaPyTZ/xmajRXePmOb20n2+mcJEbGwsO3fu5MILu0dcUU/HkRDF+OtnmzsGrHrqu641qAeg+QKsuPfVoDBsTM3OQna8/D0Lb32aL8/9K6sfeIfKLd0jriVxSEgclm8Lb1eTseeHvGMf/Po9qgrCs/TUU1EKlwS3W8pUBhCqWZTckKMOnwRiaI1feaTmNWdFaEuvCeO4vRRDx+Z6Hr3i9eAhX/RlYa872V3Q7AOD24pnV9jGDSQdE9rZ+m/QA2EbuyWM6HT8Y2+m/vwvcZ31Ab4RV6LbD47hleqLUYqWY93xNvZVD+Gcfzval3d0io0dTa8Th5IkoSi98x+wqxh+/mSi0+IB2L9sN4WrOr4kSU9F9fpZds/LlK4wl0Bku4XRPz+ToVceR9zQpkWO/TVuCr5ey6Lbn6FiY9e3cYrNTMQaaxY0LttcENb6luPPn8CAGeYXiKfaw7s/e4vaku69zN5RCF81cqV546AljcSwH87D1/B3aEVNQd0SKmYuqeFphQigWcdgCDOJQvEtQ+jVYRu712EEsNf+G4s3dCPti74KzTa5C43qWFRHo44mnvCVPtPixxJImmHuuHJhdyeXmhECPWU0vun34bpkCe6Tn8M7/g78g85GTRnXrGDsLfQ6cdgdCHgDvPvzt3n1mpco3xO+C3RXIVsVJtw4J7i/6snvwpbN2ptQ3T6W/fYlylebyxCyw8r0B69m4HnTGX7dScx59nZOfu9uxv3mPPoeMwLZYSYhGJrO2r+9g+r2daX5CCFIGWHG6Hoq63EVh89DJCkS5/zjPBL7mzFz5XvKefbcp1n91qqj7rMkNWqZp/Y75tAnBjkgDg/vCTQsyaF5AmG89ggrAfvx5iYaiufb8I3dm9A92GseRPEvbzggI6f9tlcmoTRBjkazZpqbnl1ghK/0mXvIb0I7m/4R3oLYbUGyoGbOwT/hDrxz/on7rHdxXbaS2svX4Dr7Q9zHPYZ34i8Rw+d1jX1hJuJia4aEhAQSEg59R6DreotelWWvLWXnD6bn6LVrX+H6V24kc2xmWGyTJFPPJyZ2bgHVyZfMZssbyynfUUTZ5v0UL9rDyHMOfSfcVXa2lXDZ6a/z8M09z1GxzvSqWqLtnPz0HfQZO7DpiYmJ9BvaH644Gc0f4ItrHqFsQy71+yvZ/eL3TP/9pR1mY2vImjSY/ctMcevJqyF75MDDvCLEYe1MhOtfvpFnLnySmuIa/PV+vv7rl+z8ZjvzHryQPo1iHtuDECJoS3NUVXXtkrazJhRuED1yLrEpTfsSH3R9adCEkiQf9jNgqANgv7kdpdQT3cbPTEt/QyPmAgJ7PgV0bL75RKdfhjhMDGRH0R2vL4Zajbr/7xiBhsQJYcOScR9y9BQS9Y7tDtQewvVeGvGjoXQfwvCRYKtCRIcpPjDxRNh3Guz/Atz7Saz4AIbdFp6xj4CDry8pwKDgXlVVFXzb82+eIp7DDmDrt1uC2+6qep656El2Lw1fHEZXIMkSx91zTnD/xwc/xu/q3dlarcVXU89XNz5K6Tozm9Ma6+TU5+48WBj+BNlqYdZfr0a2WwDY9tYC9i/Z0uJrOpr0sdnB7aL1e8M+fsqAFH75za+ZcsnU4LHclbk8csrDfPfvb9ACWguv7h3ohQ19XC1ORL+pLZ8MYBwQFq24XNtCGef4w9sXXVj6IKIblvi0KrTSp8I6fk/GCJQS2HcXhrdBGErRKJl/R46e0rWGdSYxo0LbdWEuWTXmD6HtTQ9BwBXe8SMcRMRzeAR4PB7cbnezzwW8AXYs2t7kmK/ex7OXP8O5D53PkDntazl14O6usrLyMGeGn9gRfcg6Nof8BdupL6vl+399zOTbTmz23K60sy20105fdT1Lf/UCNTsLAbDGOZnxz2uR0mJaN2aMhRE3ncrGxz4BYMHvX+S4F36ONcYRNhvbgi0zNri9b9XuNs3ZFjtPuPskBh03mC/+/DnV+6rQ/BpfPvQFqz9czel/nEv6qPTDjnEonE4nUVFd49FqFW6zNI2UdQxCObisyU+vL/G6hgRoBtQc5r2V/DYOdJT21xVQ38bPzOH+hsJ6IU6xGmF40Gu/oYbRXRJL122uL4aBFNiOve5xJN20RZcS8Mbdg+7pS6LDFPZdbmcLhOu9VMgipmHbW7Yaj21O+wxrQgaJWedB/vvgK8e97hG8g24P4/itpyuvLxdccEGrzxVC8Pbbbx/xXBFx2AxVVVWo6pHFTOStzEP1mq8defoovHVedi/chebXeO+X73DGn85k9JljwmlupzL1F6ewf5n5+2x6fSlDzxxPXFbLtdd6M6v+9EZQGNoSo5nxz2uJHdi3TWMMOGcqRYu2UL56N96yWjY+9gkTf9812faOhChi+iVQt7+K8u1F6KqGpMgdMlf/qQO4/p0bWfT0Apa/sgxDMyjbWcrLV7zAqLmjGTV3NFmTspHaWO7H7XYf8uYNzItmd8CdPAV/WVkrzjzgOTy83Qc6VQBIgdaM3TYMOQVf9FXY654GwF73LG7LkKOv7qHhQ/EuxuL9GlkNJZPpcl88cb/DkFNaeHHvRGuSlLK9hTOPkDH3wr4PwdCx73kaX9YVGJa4w74s3HTl9SUjIwMhRJOwkwPz/TTUrb12RJaVw8yuBTuD28NOHs75/7qAEaePBMDQDD79/ccsf2lpWDNBO5PYfgmMusxcWtJVneWPftXFFnUdFetzKV9jLiXbEmOY+ej1bRaGAEKSmHD3+ShRphep4Jt17P9+42Fe1XGkjDSTUjSfGtY+y81hcVg47s4TuPq1a0nNMWMODd1g48cbeOPG1/jPKf/mi/s/Y9u3W/HUejrUls5GzWhNMgrBfJTWZCsjWdHlePN0taLlc48Q1XYsqtVsbSaMOmy1/0Fo3dczFjYMFdm/EVvd80RV3Ibd9WwTYagpA/DE//GoFIYAhhKPZjGvf4pnR6NwiDARlwMDzJhsSa3Fufn3iMDRV/EgEAiwYcOG4MPv9wM0ORYItL/kT8RzGGYK1xcAICRB/6kDkC0yZz1wDvYYO2veMgvfzn/kO/av38/pf5yLvaF0SE9i7FXHsPPTdbjL6ti3eCcFy3aTMW3Q4V/YizAMg63PfRPcH3nzqcRk92nhFS3j6BPP6DvOZO3f3gVg7d/exdEnjsSRWe22ta2kjOzHnq83AbBv4Q6Sczq+6Hnf4Wlc9dq1rHh5GUueX4y/3rzgucpcrHtvLeveW4uQBOmj+9F/2gAyxmaQNiodR5zjMCN3T/SovuhxbfyfaeWXrW5JQdKqkfwloLlADnMfXyHwxtyAs3IHklGLEtiEXPkLAo6T8TvPAin28GP0BAwDoZciB7Yi+7eg+NcijINj3TRlEAHHyai2Gb22jmFr0ZzDkGuKEXo9ki+vSXHssDD6HozctxBGAFvRR1jKf8Q78Fa82VeB3DOvBW3F5/Px3XehMkkDBw7EarU2e6w99PpP8t69ezt1PsVhJhcYuoGkmHf6QhKcfM+pOBOcLHp6IQDbv9tG1b5Krn79OmRLxyzbdRQWh5XJt5/Ij//3AQArHv+a9Mk3tXn5rydTvGgrFRv2AhCVmUy/E9ofKpB5ynhKV+xg/3cb0HwBlt39ErMev6nTMzKzZuWw4t9fY2gGm95axsiLp2KN7vibGNkiM/26mUy6dAq7Fu5ky+eb2b1oVzBJxdAN9q8vYH/DDRhAQlYCaaPSSRuZTvqodFKH9cXSkODTnVGzTmhVaRoAwxID/jKE2joviRo9DsW7E4GGteor/Mnnt8fU5pFi8cX+DHvtIwjDgyCA1fMZFu98Ao7TCdiPx5C7TyZxqzB0JG0/UmCbKQgD25D05jPbDSyotukEHCejW46uG+OWUKPGYK35AQDFtQZ/uMVhdDbuEX/EueWPCCOAFKjGuf2v2Pc+h2fwz/FlXAxS9///72jCsbTd68VhZxOdHLpLry93EZceD5h/rFm3zKbv8DQ+/cPHeGu9lO4oZfNnGxlzzriuMbYdDDp5NJvfXE751kKqdpWy87N15JwVnpZJ3R1d1dj89BfB/ZE3nxqWuDwhBOPvnoevup7y1bsJ1HpY+usXSHrtt0T37bwv2th+CQw+dQw7P1uPv9bL5rdXMP7aYzttfovDwvCTRzD85BEEPAHy1+STu2Q3uUv2HFQ3tCq/iqr8KrZ8bmZHSopE0oBkkgcmkzQwmeQB5s/E7EQUa/e53AUGnNHqc3VLAjIgqXWg+0Fq2SPgTzwbe/k7ANgq3sefdF6rhWhb0KyjqE98FKv7EyyerxAEEIYHq/s9LO730S3DCNimodmmYkidHxvWIoaO0EqQtDxkNQ9J3Ysc2NWsZzD4EmFHtY5HtU1Bs44D0fNWfToatVHbPItrdYfcmPiyriCQPBvHrn9h3f8+AgPJV0rU5nux73kGz5C78Kef3bowjF7AgbI6jWMRhRDo7Syf1H2ulr2ExuLQ1UgcHmDInKFc8O+LeOXqlwBY+r8ljDpzTI/zuglJMPXnJ/PZzS8CsPrp7xl44igszva5snsCez9aTn2BGc+VNLY/fWcOD9vYslVhyp8vY/EvnqNmRyGe0hoW3P0Cp794V9jmaA3jrjmWXV9uML2Hbyxl5IVTOsV7+FMsDguDZg5i0EzTO1NbUkv+qjyKNhdRtKmQ4q1FaP5Q+Rtd1SnbWUrZzqaxkkISxGckkDwwmdRRfWFIp/4aTTDsiWipE1t/vjV0YyAC1Ri2lsMXNGcOqnMEinsLimcHsmcLmnPkEdvbIlIs/ujLCDhOw+r+AMX7PQINgdHgfduK4XoRzTIS1TYN1TYFpJjDjxsuDBWhVyBpZaYYVA+IwTwELRedN7ChWXLQLMPQLMPRLQNB9P7rW3vQHDkYUhRCr0dxrQbD6JAbE92ZRf2Yf+EdcDOOnf/EWvIlALInn+gNP0fb9SiBlNkEEqejJk7DsPaOTiaapmG325EkCV3XsVgsOBzmcnpWVhZ5eXnExMTgcDjaHXcYEYdhJjqlkTgsa/4uNGN8JlmTsslflUdlXiXbv9vG8JNHdJaJYaPv+Gyy5wwj74dteCpcbHx1MRNu7J2N5Q8QqPOw/aX5wf2Rt5we9uw0S5Sdaf+4ioW3PI27uIqS1Tsp25iL3K/zvC+xmYkMPnUsOz9b1yXew0PalRrLqDNGM+qM0QBoAY2yXaUUbiykaFMhhZsKqcyrQFeb3jUbukFVfiVV+ZUU7trPmF+Pb274TkFNn4Estd7T3FgcSv4qtMOIQwBf0nkobrNmpq38A9xZHSQOGzDkRHwx1+F3zsXiXYDiW4akmVn8AgMlsAklsAnD9QK6ZQi6nIEu90NX0tHlfhhS4pGJCMOL0CqQ9AqEXomklSO0UiS9DKGVI/QKBK1L/jNEdFMxqPQH0bNCfrocoaBGjcVStwRJrWyIO+zfYdNpMTm4JvwXuXodzh0PYqlYBIDszkXOy8We9yIAasxw1MRpDWJxao8Vi/X19cTFxXHSSSexfft2xo4dG/QYnn322RQXF5OcnIwkSZS1qhLCoYmIwzDzU8/hoZhx/UzyV5mZbkufW8ywk4Z3mxIbbWHybSeSv3AHhqaz4dUl5Jwzkag+vSQgvRl2vPYj/hqzjEHGiWNJGJ7RIfPYE2MYeuVxrHvwfQC2vDKf0Xef2yFzHYpx18xi15frTe/h613nPWwJ2SLTd3gafYenwYWmN04LaFTtq6JiTznlueWU7ymjYk8FFXvLg2WmuhK13ywOrm54aHRLfHBb+FuXFeyPPwnn/n8h9Hqs1V/j7veL8CemNIMhp+KPugC/cx6Slo/iXYriW4qkm55cgYYc2IYcaNp/1xAOdDkdXU4HYcMIlu1p+CkEIBCGH6FXEqipwVDLiNaPrBiyLqWgK9loSja60h9d6Y8hJXWIl+toIxA9EUvdEuBA3GH/Dp9Tix9H3ZTXUSoW49j5KErVSgShG0SlbitK3VbseS+Y5zsy0J0D0KIGokX1R48aiOYcgO7IAKn7yqIdO3YwadIkRo4cyciR5g2fx+NhxYoVHHvssfTrZ1aaUFWVRYsWtWuu7vsu9FCiUkJLJvUtiMP+0wbQd0QaxVuKKNlewp7Fuxl0zODOMDGsxGUlMWLeZDa/tRzNp7L66e859r6zu9qsDsFdVMWe98yLnmRVGH7DyR06X8aJY9nyzJf4a9zkfrOawdcej6NPF3kP67xsfms546+b3WnzHymyRSZ5oBl32LiBl6Eb1BbX4Kp0sbO86zoW6YltK4TfZFm5leIQ2Yk/4VRsFe8hdE/HJaYcCiHQlWz80dn4oy5CUveg+Jah+FYEhWKT0w0PsrobWd3dquFb4ws0RDS63AdDSkGXUzDkFDQ5A13JBqkbF0nv4ajRoZAJi2sV/uTzOm/upJnUJc1EBGpRqlaiVC7FUrEUuXZzE7EoewqQPQVYKhY2eb0hFHRHBrqtD4Y1Cd2WjG5NxrAmo9uSzWOWeFCiMZQoDCW6U73LixcvJiYmhpwc88rm8/n4/PPPycvLo7i4mCFDhhAIBNi8eTPV1dXtmisiDsNMdFLootOS51AIwYzrZvL+XWbpkiXPLe6R4hBg/HWz2fn5evx1XnZ+vo6RF08lcVoPy1RsBVue/Qrdb3qeBs6bgbNvxy5NyDYL/c+eyo6Xv8dQdXI/XMaIG0/p0Dl/yrhrG3kP31jGyIs6J3O5IxCSIC49nvh+Cez8vgvbWbYxUF63NFpWDrS+nqAv6VxsFe8BHZuYcliEQLcMwm8ZhD/6MtBdSFohkrrfzA7W9iOphQi9rNVLwAgLKMloxKFLSRhSEoacZG7LfdClZJCOjtIm3Q3NmYMhORG6u0PjDlvCsMQS6HMCgT4n4AFEoKZBLC7DUrkSqX43UjPZ/8JQkd17kd17Wz+XZMc4IBblKOqU/sDF4fpVmqDrOt988w3r1q1D13XKy8uDDTv279/P/v37wzZXRByGmdbEHB5g6PE5JA1IoiK3goK1+yhYt4+McZkdbWLYscU5GHftsax47GswYMXj3zBkWs+LoWyJio157P9uA2C2yBt62ZxOmXfAOVPZ9foCdFVj78crGHLJsVhiOu9LLzYjkcGnjWXnp6b38Ps/vM+cP56LrYfWF+yJNI6PEv7mS6s0x08TUxTXatSYSR1hYtuQotGloeiWn3hQDT+SVgLGgaV/g6Y+QgOQMeRE4pOyEULq1m3pjlqEgho1Lhh3KLs3oEWN7VKTDEscgT4nEuhzIh4wa1j6K5Hde5Dq9yLX70F25yLV5yK79yG01ocrCN2L8HvB31BJQdRDB90/p6Wlce6552K321FVlY8++oi8vDyOP/54fD4fixcvDttcEXEYZpwJUVidVvxuP6XbSzAM45CxhEISTLtmBp/dZ/bV3fjxhh4pDgFGzJvMlrdX4CqqpnDlHlxltUSn9I7YQ80XYN2D7wX3c64+AUsnec/sSbEMPH0yuz5eFkyGGXV768ughINx18xiz9cb0fwaBUt28sGVz3D8X+bRZ3THxFtGaIru6BfcVmo3t+m1vqR5KO77AXDu+yu1w14HqZt6foUVXWnd9U8cJWVKeiqB2JnBuMOovD9Sm/NKp8S8thohMGxJqLYkSGimN7jmRfKXI3wVDT/LkfzmQwRqEaoLodWDWo/Q6hFqvXlMre9Qs+fMmYPNZsMwDGRZ5rjjjuPFF18kIyOD5ORkdF1n6dKlYZkr8h8WZoQkSB9jXszrSuuo3l/d4vnDThqOpaFw9tavt6D6uj5g/kiQrQqDTjUzSDFg17dd1/4t3Gx/aT6ufPOuMH54BgPOntqp84+/7Uxkm/kZ2fP+Uur2dmxLu58Sm5HIiQ9dEvQW1hfX8OlNL7Dmv9/jqTiyhIAIrUeLGYaumDdaSuXSNrUl8yeejhplFmiX/ftwFP6nQ2yMEKExvqRzUZ3m6pHsLyBq31/N5eWegmxHd2SgxY8l0OcE/JkX4R10G+7h/0f9mH/imvAMdZNfpW76B9Qe8zU1cxZTfeJ6qk7dBactPPz4R0hycjIAH374Id9++y2JiYnExMSwZMkSDMNg2LBhYZsrIg47gKyJoZZnexa1HGBtdVrJOcH8g/rqfOxe2IWxUO2k/3Ghen87v97QhZaEj+od+9n1pvnPLllkxv/2fEQn16SMTk9i9LVm8ouh6Wx84rNO782dMW0Q575yM6ljs4J2rH1+AW+e9S++//17FK/N67H9wrs9QkZNnAaAFKhGrtt2mBc0fW195n0YwsyPtpW/heJa0xFWRogQQrJQn/1XdMn0Flqrv8Fa+WHX2tRpdFx8pdfrxefzkZuby8aNGwkEAqSnp7Nr1y48Hg8xMeGrIRoRhx3AwEaJJctfWhps/3UoRp4xKri96bOe63FLGtqX6LR4APKX7cDbUPKlJ7Ptf99iaKanZuhVxxM7ILVL7Bh9zSk4UuMBKFu5k+IlbRAIYSIqNZbTn7yKMVfOREjmBVBXdfZ8s4nPbn6RF8/4O2teXYjf1XJx4QhtJ5A0I7itVCxp02t1ezaetFsBs+agM/9+0DxhtS9ChJ+i2/rhzvp9cN9Z8E8kT891fnQH9uzZg91uZ+hQM163uLiYjIwMHA4HNput3V1RGhMRhx1A2og0BjZ0dKgprGH9B+taPL//lAFENdRH3L1wF56annnhFkLQ/zjTC6qrOru/b1t8VHejdncxJUu3A+BIjWfIxbO6zBbFYWXkLacF9zf/5zM0f+eHIEiKxOTbTmTeuz9jzJUzscc7g8+V7yzmuz+9yxtz/8miv31CwdJdBDz+TrexN6I2EoeWyraJQwBfykWoDUkBsn8/jqLI8nKEjicQfwLe5HkACMNH9N57Ijcm7cQwDObOnctNN91EamoqI0eO5Prrr0eWZSoqKsI2T0QcdhCzbg3Vg1v830UEvIduZSMpEiNONQtaagGNbd9s7XD7Oor+c0JLyzu+Wt+FlrSfnW8sCG4PuvAYJEvX5m+lzxlF0jizkX39/kp2vxO+zLS2Etsvgcm3ncjFn9zJ7D+dS+qYUCKB6gmw/cM1fPWL13j1xH/w2S0vsvZ/CyjdWHBQ55IIrUOLHopuTQJAqVwOehtvDIRMfVZoedle/hZK3YpwmxkhwkF40n+B6jA9XbJvL879D3axRT2XMWPM+GHDMHA6nVgsFmRZRlEUNE1j2bJlYZsrkq3cQaSPSmfInKHs/GEHrrI61r67himXHzqRYdTcUax8dTkAmz/fxPh5Ew55bnemz+hMHEnReCpc7F24jRluf4/st+wurmL//FDpmuwzur4EiBCC0XfM5YfrnwDdYMcr35N5yngcyV2XFS5bFQafOobBp45BLfWw7vXFbPloJQG36THUVZ3iNXkUr8ljzTPfY4mykTaxP2kT+5Mysh9JQ/qi2C1dZn+PQUgEEqdhK/4MSa1Drt2MFt+28iC6LQtP+m049z8CQHTuXbiy/4Yad0xHWBwhgolkoz77r8TuuBKhu7FVfooaPQl/YudWXegN7N27l7y8PHw+XzDG2zAM/H4/JSUluFzhSxCMiMMOZNats9n5ww4Alj6/hHHnjcd6CKGUOqwvSQOTqdhTzr7V+dQUVhOXHt+J1oYHIQmyZ+ew7f3VqL4ABUt3MeCEnlfzcNdbi4KxhgPOm47i6B4CN25QGv3PmsLeD5ejefxsefpLJv7+wq42C4A+w/px8v0XMuaGWexftovClbnsX7mHuoJQbb5AvY/8BdvJX2Au1wtZkDCwD8kj0kkZlk7yiH4kDOqDbIn0tP0pauIMbMWfAebSclvFIYAv+SIstUux1C1F6F6ic+/Ck347vpRLQES+DiJ0DLo9m/rMe4jO+wMAzn1/w5BsBGKPBal7XFt7Ah988MEhn0tLSyM+Pp6CgoKwzBW5GnQgqTmpDDt5ONu+3oq7sp6NH29g4sXNe6CEEIw6YxQ/Pv4DANu+2crUq6Z3nrFhJOsYUxwClKzP73Hi0F1STd6nKwGQ7RYGntu9/g7Drz2J/d9tIFDnoeCbdfQ7fgx9Z4SvhEF7sUbZGHDCSAacYIZK1BVWmUJxxR6KVuXirQ4lKhmaQeXOEip3lrDjo7UAyFaZhIF9SBicSuLgVBKHmD8bxzcejTROSrEVvIO3/w1t7wMrJFwDHiYq/49Yq79BoOMs/DfWys/xZPwGEk8Ir9ERIjQQSDgVX90qbJUfBeMPDclOIHoSasx0ArEz0G2R2qmHw263ExsbiyQ1jQo8++yzcTqdvPHGG/j9/nbHH0bEYQcz4/pj2Pa1GUO4+q1VTLho4iGLYuecODwoDnct2NVjxWHjRIme2Elj67NfB9vkDThnGta47iVKrHFORt5yGusefB8w7U2dNhQhdc8Q4pj0BHLOTiDn7AkYukHlrhJKNxVQtnk/5VsLqc4tw9BDZXA0v0b5tiLKtxU1GceZHG0KxkF9iB/Yh4SBKcT3T+mRYQtHgh41kED8RCzVq5Hrd2EreANf1hVtH0iyUp/9F3RrGrbSVxAYKN5dxOy6EcN1Dgy6G4h4biOEH3fGr5D8BVhcpvNA6F6stYuw1i6C/aBZMwnEmkJRc47BUMJXmqU3MG3aNKZPn96shjAMA8MwuOSSSzAMg1deeYXy8vIjnisiDjuY1JxUMidksm/NPir2lJO3Yi/9pw5o9tzE7ETiMxOo3ldFwbp9eOu82GO6aTeDFqjJC30g47KTu9CStlO9Yz8F36wDwBLrYOjlc7rUnkORdfpE8j5dSdWWfdTuKaZowWbS54zuarMOi5AESUP7kjS0L8PPM73oAY+fyh3FlG0ppHxbIeVbC6ndV9lEMAK4y124y13sX9a0dmh0WhzxAxrE4oCU3isahcAz7F4sy84DwLHzEXxp54DlCL5AhYQn/Wf4447DWfAgiqchCa74Qyj7FlufawgknIRuTQub+REiINlxDXoKS+1CLDXfY6ldiqSGPFyyfx9y+T7s5W8DoCvJaPb+aPaBGO5REDUYoSZjKB3b1767MnasGUpyqJqyQojgc8cddxzvvPPOEc8VEYedwMSLJ7NvzT4A1ry1+pDiUAjBoGMGs/qNleiqzt5luQw7aXiz53ZnavJD/U7jspK60JK2YRgGm5/8Irifc9XxndrHuC0IIci5+gSW/eZFALa9OJ+0Y0d2W+9hS1gcVlLHZgULbAOo3gBVuWVU7SyhclfDY2cJvtqDy2C4impwFdVQsGRnk+NRfeNIGJBCXP9kEgaYwjG+fzL2buYJbgtqwiR8fc8wE1P8FURtvpf6sY/BIVYjDocWNYq6oS9grfgQR9GTSFotaC6cRY9D0eNo9gEEYmYSiJ1plsKRIslDEdqJEATijiUQdywYBrJnB0rdUiy1S1Hq1yMI1QWW1HIkVzkW1ypoEIzxgC7HoVv7olv6oFv6YFhTg9vmIxkk5xH/X3RXLBYLqqry+uuv4/c3LRN2ySWXEB0dzXPPPReWuSLisBMYenwO0SnRuMpc7Ph+OzVFNcSlxTV77uBZpjgE2LVgZ88Uh/tCd4KxmYldaEnbKFm2nfK1ewCI6pfY6W3y2kqfKUNIGJFJ1ZZ91OWWUPjDJvodP6arzQoLit1CyvB0UoanB48ZhoG73EXV7hKq9pRRnVtm/txTGsyObkx9cQ31xTUULG1aeDduZCrJV3afGM224sm5B2vZDwitHlvRh6gJE/BlX33kAwoZf/L5BOKPJ77iOSh6O/iU7M1F9uZiL3sVQ4oiEDO5QSiOQ7dlgogsP0doB0KgOXPQnDn4Uq8GzYWlbiWKawWyZzeydw+SVnPQyyStBslTA57thxzaEDZ0JQGj4XFgW7ckYshxGEochhyL3vDTkOO6/c3Ptm3bsNvtVFZWHuQ93LZtGw6Hg7q6urDMFRGHnYBskRk/bwILn1qAoRuse3cNs392XLPnZk3KRlIkdFWnZFtxJ1saHg4sK8f0jcfSTbJ8D4euamx+KuQ1HHHjKV1e1/BwCCEYdu2JLP3VC4DZAzp99qhOb+/XWQghiEqJISolhoxpoS5EhmFQX1pL9Z4yqvaUUr23nOpcUzw2163FU1XfmWaHHd2ZhWv0w8SsuwUA59b70WJHoSa0r9ySoSQghv8NI/NqPPkfYaldguzehMD8EhJ6PdaaH7DW/GCeLznQ7INRHUPRHEPRHDlojkEg9bxQmAjdBDmaQPxxBOJD349CrUL25hIjl0L9TgLVW5F8+5ACZU28jD9FGD7kQDEEWv89akhOdDkWQ4ltEIyxGHIMhhKHLseY+0ExGRKWSI5O8VJ+++23we2EhAQcDgder5fKykoWLFjQwivbTvf+9utFjDt/PIufXYSu6qx7by0zb5qFYj347VdsCvH94qnMq6QqvwrDMA6ZwNId8da48TV0eEkYkNLF1rSe/M9X4corAyBhZBZps0cd5hXdg5RJg0kclUXlpnzq9pay/4eNZJzQ9hInPRkhBNGpcUSnxpExvalodJe7gkKxOreMqtwyPL6e36EhkHYGnpobceT+F2GoRK+9hZqZn2PY2v8/J6Jz8Pa9Hm/f6xFqNUrdMiy1S8z4MK06dJ7uQXFvRHGHWn4aSOi2bDR7NrotE82WhW7LQrNlYShJvW6ZL0LHYygJqNEJiERzFcpV2RC2ZGgItQopUILkL0UKNDz8JQi1AkmtQqhVCLUaQeuK7wvdjay72yQoAQxhaRCOsdQxGDi5Ta9vC8OGDePYY48lOjo6eMzlcrFgwQK2bQtfW9WIOGwGX407rA2sAaJTYsg5cRhbv9yCu8rNtq+3Mmpu8wkECVmJVOZVEvAGcJW5iOnTczK2ahvFGyb079OFlrSeQL2XbS98F9wfdetpPUaQCyHIueZElt71PwC2vziffnNG91rvYVto7GnsN2Vgk+Pff/99F1oWHjxD70ap2YClchmSr4TodbdTN/m1tpe3aQFDiSeQcCqBhFPB0JDdW7HUrUD2bDcf/v1NzhfoyL5cZF/uwWNJTjRbJpp9IJpzFGrUWDTHEBCRz2qEI0DIGJZkNEsymnPkoc8zNIRWh1ArGwnGGiSt1hSOWm2j/RqEVoNQa1v0Sh5kihFAqBWgVoDqp6PE4cCBAzntNLONauNl5aioKE4//XT8fj979uwJy1wRcdgMxev2kZyRGvZxJ108ma1fbgFg1esrGXnGqGZFSEJWKE6vKr+yR4nDmvxQpnLigJ4hDjc8/yW+SrOyfNrskSSOyu5ii9pGysRBJI7OpnJjHq78MjY9+Tmjbj09IhB7O5KCa9x/iFt8OpKvBEvlUmJWXUH96IfQHR1QL07IaFGj0KIaedU1F4pnJ7JnR4Ng3IHszUUYB8eACt2N4tmO4tkOVWYIhy7HoUZPIhAzCTV6ErotO+JdjBBehIyhxGMo8a30HwKGAboHodU2iMZaU0RqtQ1Cs6bR8ZrQfjPxkeFk6tSpCCHYtWsXK1aswOVy4XA4mDRpEsOGDWPq1KkRcdiRlGzYx6i54W+X1m9cBqnD+lKyrZiizYXkr8wje0r/g85rvNysBVp/99IdKN9aGNxOGty3Cy1pHXX7ytj0wjcACEVmxI2ndLFFbUcIwfDrTmLxL8wstT3vLqG+oIKJ912EJSoS/9WbMWwpuMY/RczyCxGGiqViMXELT8I97F58mZd1vNCSo1Gjx6NGj29klIbkL0Hy70P25iH58pF9+5B8+Uj+oqbZqFoN1prvsNaYnnvd0gd/3Gz8iWeiOYZFhGKErkEIkJ0YshONtn2PCVT4YVGHmJWSkoKqqnz66afouil1XS4XX3zxBYMHDyYlJXyhXBHXQjOUbd6Hrrb6HqPVCCGYevW04P7rN7zKmrdXU7qztElNt5r91cHtntZCr3i9WbJHSIL0cf271phWsP7ZL9BV88tq8MWziM7oWXUZD5A8fiBj7zo76C0sWbadhbc+Tf3+9lXJj9D9URMmUTfpZTS7mdkttHqiNv+OmOUXoFQsMb0gnYmQ0W3pqDFT8aVciCfjV7gGPUbtiA+oHrOA2qEv4u53F/64Oehy01URKVCKvfwdYndcScz2y7CVvo5Qqw4xUYQI3RDRcRnPgUAA4KDuKIqiIIRAVdXmXnZERDyHzRBwByjbXNCk7lq4GH7SCBY88QO1xbXoqs5XD5jLK7YYG/3GZJAxLoPiA1nKAuLSmy950x3xu3xU7SoBIHloOrYYO/WV7sO8quuoL6pk1yfLAFCi7Qy5eFYXW9Q++p81laiMZFbe9zqBOg91e0v57spHSZ89kgHnTCNxdHaPiaWM0DbU5GOoPeZrHNv+gr3gTQAsVSuwrLiYQMIUPIN/jpp0TNd74iQrmnMkmnMkvpSLzThGzw4U1yosdStQXGsRhplhrnh3ohT+C0fR4wRiZ+FPPJNA7PRID+gIRy1FRUUMHDiQefPmMX/+fEpLS3E4HJx77rkoihK2vsrQSz2Hubm5nHfeeSQmJpKYmMiVV15JWVlZm8b4aW20cCEpEte+dQMzbjimyXFfnY89i3ez4D8/UtWQ1BHbNxbZ0nPqiJVuKgh6QDMmDTzM2V3Pzld+wGjwEA+aN6PbFrxuCykTBnHs07cSnWUuLxiqxv7vNrDoZ//l+2v+Te6Hywi4Dy7vEqHnY1hicY9+kLpJr6BFhf7/LFUriF15GTHLzsNS9mPnexJbQshozuH4+lyBa9DjVI/6kvrM36E6Q8l6wlCx1nxPdO4vids8F1vJSxhqzy5HFCHCkbBkyRL8fj/p6enEx8cDpjexT58++P1+Fi9eHLa5et0tWEVFBccddxx+v5/f/va3qKrKQw89xIYNG1ixYgVWa+vq7hUs283Em4/vEBtt0TZmXDeTgTMGsX/dPvat3UfBugLclU0veEkDetYSZ8n6/OB2v4ndWxy6i6rI/3INAJZoOwPnzexii8JHdEYSxz51Czte+4H8z1bhrzG9t3W5JWz418dsfvpLMk8ez4CzpxI7qPvHhUZoG4GU2dQkf4e16BMcu/6NXG/e6FqqV2NZdQVq3Hg8g39OIGVO98sUlqPxJ52LP+lcJG8utspPsVZ+FmyxJqkVOIuegPLXMDKvg6gzQI4+zKARIvQOSktLeeONN5gyZUrQ4aWqKitXrmTr1q1UVlYeZoTW0+vE4SOPPEJBQQEbN25k+HCzu8jUqVM56aSTeOmll7jhhhtaNU751kI8lfU4EqM6xE7ZItNvTD/6jenHlCunYRgGVQ09lfevK8BV5mLWrcd2yNwdRVNx2HyLwO7Cjtd+wNBMr+GIy47H2gu8ho2xRNsZedOpDLv6BAp/3ETuh8up2mz+fTSPn70fLWfvR8uJGZBK35nDSTtmOPE5/Xpk+70IzSBk/Onn4E87E2vxZ9h3/RvFtQMApWYtMauvRrOn4087E3/amWixo7t+yfkn6PYBeNJ/hiftFpTaZdgqP8JS86NZlDtQBXseJk7+L76US/AlX4Sh9JyqDhEiHCkVFRV88cUXTY6F02N4gHaJw7q6urDXA2wvb775JnPmzAkKQ4ATTzyRnJwc3nzzzVaLQ4D9y3cz+LTOaUcmhCAxK5HErETGnNXzihjrqkbZZrPmWVTfOGLTum9jdHdJNflfhLyGI684gXqtdy61yjYLmSePJ/Pk8dTsLCT3o+UUfLsezWOWGqnLLaEut4Sdr/6ALTGGvjOG0XfmcFImDkK2de9WUhFagZDxp52Fv+9cLCVf4tj1GErdVgBkbyGO3Gdw5D6D5uyPP+0sGHY5xI/oYqN/glBQ445BjTsGybsXe8n/sFV9BehIWi2O4mewlb5misSUizGU2K62OEKEDuGUU9pWTeOrr7464rnaJQ7HjRsXdHF2B6qqqtizZw/z5s076LkJEybw+eeft2m8gmW7Ok0c9nQqdhSjes1MqtQxmV1sTcvsfPUHjIYM5RGXHo8tLor6yt4pDhsTNySdcb86l5E3n8a+r9dS8M06qrYWBGPQfJV15H26krxPVyLbLaQdO4rRd8ztdV7VoxIhEeh7OoHUU7GUfoNt3xtYyhcgDDO7UXbvxbH737D73xA3DGf8NNTY0WhxY9CiBoW1sHZ70O39cWffjy3nLtj7JEbxRwg0JN2Fo+RZbGVv4OtzGb7kCzCUnpPMFyFCaxgxYkSrkgoPdFbrMnGYm5vLrFmz+NOf/sTdd9/dnqHCwv79pueqX79+Bz2XlpZGTU0NNTU1xMW1fNFQ7Bb8wP7le3pc+7qu4oDXELq3OPSU15L/xWoAFKeNkVee0MUWdT6WaDsDz5vOwPOm462oo2TZdooXb6Vs1S40nynwNW+Agq/XUr29gOn/uBpnN/YER2gDQiKQegqB1FMQ/iqsJV9gLfoYpWJpsIcyNduw14TacBmSHTV2JFrc6JBgjB4MouuS5YRzAIx4iJqEK7CXvIC18rOQSCx+Bnvpy/gSz8bb5zIMaySuNkLvYO/evU32hRA4nU6Sk5Px+/0UFRWFba523w6qqsq9997Lt99+yyuvvEJaWlo47Doi6urqAHA6nQc953CY3o/6+vrDisOknDTce6rwVtVTs7ec+B7UI7irqMoNZYMnDe2+F+M97yxGbygs3v+cqdjiOiamtKdgT4oh+4xJZJ8xCdXrp2z1booXb6Xw+42obh+uvDIW3PoUU/92JQnDOqDrRoQuw7Am4Mu8FF/mpQhvCdbiz4kq+xzKVwChjGahe81klurVwWO6EouaNJ1A4gwCSTPRo4d0ScyibsvAnfUHvKnXYi95vkEk6gjdg738TWzl7+BPOBlfnyvMVn0RIvRgPvjgg2aPZ2Vlcf7557Nlyxa2b98elrnaFX3+/PPPEx0djWEYfP/994wdO5ZPP/00LIYdCQd6Dbbk6WuNFzB5WEjgFq/Na79hRwE1uaG2efH9u6eY9td5yP1oOQCSVWFQL8pQDgeK3UrazOGM/815zHnudqIyzWx5X6WLxT9/lqLFW7vYwggdhWFPxdf/GjjlO5iXT+3k13APvRtf3zPQHAfXe5XUWqwlXxG19f+IX3Qi8fMnEbXuZ9j2vYHkzm9mho5Ft/XDnXUftcPfx5t8IYawASDQsFV9Qez2S4ne/XPk+o2dbluECB1Nfn4+Pp+PGTNmhG3MdnkOr7nmGubMmcOVV17J4sWLKS8v5+yzz+a2227j4YcfbnXZmHARHW2WNPB4PAc9d+BYbOzhg5UHTB7KWsx2TlVbikm5qanY0XW9SdPrzuRAZfTExMTDnNm51OSbpSacSdGkDejXLe1c987nwUSMoefOIH1Idre086d0hY2JiYn0eeMevrvjKUrW7ELzBlhx76tM/e2FjLjsuG5jZ3MIIQ7qINCYqqqu7biRkJBAQsKhl+m7/PriSCJ26NnA2aEnfFVQtQ4q1kHFSihdBL5Q2QzJX4at6CNsRR+ZB+JHQdY5kHU2xA0n3Bz6s5YIaX/D8P8aCl6BgpdBrQbAUrcES90S6HsODPoNwpYadrtab2f3oSfYCN3Hzq68vjS3KirLMgMHDsRms6Eo4YsNbvdIAwYMYMGCBfz1r3/lT3/6E6qq8p///IeFCxfyxhtvMGzYsHDY2Sqyssw73ObW3QsLC4mPjycq6vDLiImDUrE4rQTcfvJX7IrEHR4Gb40bd7m5pJ/UTevmqR4/W16bD5it/UZddVIXW9T9scVFccqzP2fR719mzxcrwTBY/ve3qCsoY/Kv5iHJkbI3Rw22BOh7nPkAMHSo2gQlP0Lxj6ZYVF2h86s3mY8Nf4HYnAaheC7Ej+yU5WdhTYSBP8fIvgEK34F9z4O3IS66+EMo+xqj/+2QeTVCsnW4PREihIObb765xedLS0vDNldYZKYQgnvvvZeTTz6ZG2+8kfXr17N+/XomTJjAlClTmjwOCLiOID4+ngEDBrBmzZqDnlu7di2TJk1q1TiyIpMxcSC5C7fhKqmhMreUpIGhu0yPx4Pb3TVt4Q7cNYWz2GV7KdmwL7gdlRFHZWVlt7Nzz3tL8FWZX17px40mECV3Szubo6ttHPWbs1GSo9jxyg8AbHl1PpV7i5n4hwtR7KHVga628wBOp7NVN4HdlZ5zfcmA1MvMhx5AqdmAUrEYa9l8lOpG1+Da7bDpH7DpH2jOAfjT5uLLuAjdeeTfBW2yM+pMyDkNW/n72IufQdJqQXPD7gfR9r2Bp9+dBGI7prVgd/mfaImeYCN0Hzu78vrS0opCdXU18+fPD9tcYa1PUF9fz8CBA1m/fj1CCLxeLwsXLmThwoXBc/r06RPWjJqfcv755/Poo4+ybdu2oNfy22+/Zfv27fz6179u1RhVVVWkjMskd6GZsbf+k+WMvnR6h9nc06neG0pG6Y7xhrqqseutRcH9IZfN7kJreh5Ckhh+/ck40xJZ/88PMTSd4kVbWHLn80x78OpuV+rG7Xa3KK66ehWgqqoKVVW71IawI1lQEyaiJkzEO/gOJE8hlpIvsBZ/jlK1KpgJLbtzcex+HMfuxwkkzcKbeSmB1JNA6uAQJKHgS7kQf8LJ2IuexlbxAQId2b+P6NxfEoiZgbvfnej2/h1rR4QeT1deX95+++2DjhmGgdfrDbtobrc49Pv9vPrqqzz22GNs2rQJMN8cwzCwWCwEAoEm54fT7dkcv/nNb3j55Zc54YQTuOuuu/B6vTz44INMnDiRyy+/vNXjZB4zlBWPfwPAvkU7IuKwBaqbJKN0v5Z/Bd+ux1NSDUDqtBziBnVdRn1PJvuMSTj6xLHyvtdR3T6qtuxjyS+eY/o/r8UW33M9dRHCj+5Ix9f/Onz9r0N4i7GWfIW1+AuUymUIzM5EloqFWCoWoluT8PW7AF/mxeiNekJ3BIYSjyfzbvzJ5+EoeBhL/VrTlrolxG5bjjf1aryp13a8WO0OGDpCK0b31QIg1LqGJ4T5EAKEHUPEdbvuOUcrB8r1dQbtEof33XcfzzzzDOXlpjg44PLMycnhl7/8JVdeeSWlpaWsXLky+Fi9enVLQ7ablJQUFixYwJ133sl9992H0+nknHPO4aGHHsJma31sSVx2EjEZCdQVVFG8Lh+/y4s12t6Blvdcqvd270zlPe8uCW5HvIbto8/kIRzzxI0s/dUL+Cpd1OwqYtHPnmHa36/q8kDxCO3HUL3gqQCfD2zx4RnT3hdf9lX4sq9C+EqxFbyDbd8byB4zq1nyV+DIfRpH7tOocWPx9bsAf/o5GJaO63SiOYbiGvwMlupvcRY+hhQoQaDhKHkea/U3uPv9EjW2F1czMDTstQ+j+NehNuRPHOr2zhBR6HK6+VAafsr9MOQ+XVrrMgJcfPHFREdH89xzzzXZDgftEod/+ctfgl5CgDlz5nDXXXdxxhlnBM/JzMwkMzOT8847r32WtoGcnJw2d0P5KUIIMqcPZss7KzE0nZL1+8icGamT1Rx+lze47UjqXh4kf52Hmp2FAMQNTiNpTP+uNagXEDcojZmP3cCSO5/HW16LK7+cBbc8xYmP30rq+MFdbV6En6JrCE8pUn0xor7I/OkuRXgrEZ5KJG8lwleF8FaiBeoBiAW0+MFofSej9p2MljoJIzq93aYYtj54B92Gd+AtKBWLse17A2vJVwjDXGFSataj1KzHuf0B/Gln4c28DC1ubMd4roQgkHASNXGzsJe8gL3kJQQasi+fmD2/wB97DJ5+v0S3dd+i/keKtf4tFP+6Vp0rjHpkdSeyuhMaNZIykDHkPuhSH3S5j7kt98GQUtDlVJAOzqyNEF5iYmKCLYwbb4eDdi8ry7LMhRdeyF133cX48ePDYVO3oe/4/mx5ZyUAxevyIuLwECj2UA9e1RvAGt197iartxUEtxMjwjBsxGSlcMwTN7Lsty/hyivDX+Pmq+sf5Zg/X0X8tEFdbd7RiWEgVe9CLlqOUrIa4SpAqi9CuMsQhtbm4eTqXcjVu7BuewMAPToDte8kUzBmHofh7HPktgoJNXkWavIs3L5ybIXvY93/AUrdZvNpzYOt4C1sBW+hxow0i3WnnwOW8H35BZHseNNuIRB/Ao6Ch7DUrwPAWrsIS91yvCmXmkvNcu8QO7JvGVbPJ4Ap8OTY40FI+HzehlaaoYfQ65C0QiS9/KBxBBpCK0LSiiBw0NMYIhpdTsGQ+qDLKSEBKfXBkJNBRHq3d2faJQ5/9atfcccdd5CR0Ts7J/QdF8qmixTDPjQWZyg+J+AJdKvl9+ptoRiNSIeP8BKVlsix/7mZFf/3OuWrd6P5VX787fMMu/ZEhl55XJcnfvR6GovB4uXIRcuRvG0PSjcQGPZ4DHsicnQfhCMJtXofUvmmJqJSchVg3VUAuz7EEApq/1Pwj7gCLXViuzx7hi0Z74Ab8Q64Ebl2C7Z9r2Mt/ACpIQZOqduMsuVenNsfwJd2Ft4BN0LilCOe71CYS83/xVL9dcNScxnCCOAofQlb1ee4039BIP6kHh1/J6n7sNc+Hdz3R11OTNqlANS2lNBgeJHUIlMoaoUIbT+SWoiklSJovi+9MFzIqgvIPXg4BIaU0OBlTMGQU9Clhp9yCoaUBKJ79PM+WmnXu//ggw+Gy45uiSMpmrjsJGryKijfWojqDTTxkkUwaVzORG0oMt1dqGrkOYwfdnDP7QjtwxLjYPqDV7PhkY/I+2wVANv+9y2uggrG/fpcZGvkAh9uRH0RtjX/Rsmfj+StaPFc3Z6IEZWGHpWGEdUXPSoNPToNw5mK4UjCsCdiWONAMr39B+JGayorIVCPXLoOpXglcvEK5LL1CM0UAsJQseR+hiX3M7TE4fhHXE5g0FmgtC9zXYsdgXvkX3Dn/A5r0cfY972OUrPOnFNzYy94E1vBW5B9Hoz6DRDm5DIhCCScQk1sw1Jz2WsII4AUKCM67158tQtxZ/wW5OjwztsZ6PXYax8JirmA7RgCjlNa91phR7cMQLcMaHrcMBBGDUIrM4WiVoqkN/zUShF6Rahnd+PhMBB6JeiVyOrB7d5C4jEZXU7CkJLQRBZCSUEK2NDlJBAxPVqod3ciV+7D0HdcNjV5FeiqTummAtInDTj8i44yLI6QYA50M3FYvd0Uh0qUjejM7pdJ3RuQFJmxvz6XlJwsVj3yPgAFX6/FU1rNlL9c3u1K3fRYNB/WTS9gW/cfhHpwFyjDEm3GB6ZNRe07FT1hKCjtKPBsiULrNxOt38zg/HL5JpR932PZ/nbQSylXbsWx6F7sK/6Bf+g8/MMvw4jNPvJ5ARQn/syL8WdejFy7GVv+a9gKP0RoLlNs5L0Hee8RnXoansF3oMWObN98P0V24k2/DX/SWTj2P4K11iyFZav6EqV+I/XZD6BFhXnOjsTQsdc9iaQVA6Ap2fhirm+/uBICQ8RjSPHolmbCrgwVoVeEhKNWitAPCMkyJKO2+WGbiEfzmNbwkT+wuG9gaRCQCehyIoZ04JGALic0PBcPIlLk/EiIiMPDkDoui+0fmQVdi9flRcRhMyiOxp7DZoJPughvRS3eMvPiEz+0H6KFlkcR2ocQgtHXnExMRjI/3v0/dL9KxbpcFt76NNMevIqotEgmc3uQC37EvvTPyLV7g8cMSxRq3ymmGEybhp44POgB7BgjbGipE9FSJ+Ib/zMsuV9g2fIKStl6AIS/Ftum/2Hd9AJa+gz8wy5GzToB5PaVhdFiR+Ie9Vfcw36HPf8V7Ln/RfKbHlNryRdYS77A3+ckUyTGjW33r9kY3ZZJ/cB/4a/6mqh9f0Xo9cj+/cTsvA5P2q34+lwOovtfVyzuD1D85veYIaLxxv6yc0STUDDkVDT5EK0KDS9CK0fSSpH08gYPZBlCL0VoFYcUjwCCAEIvBb00KCCbnUI4MKQGAdvw03zEYog482fDfiQOMkREHB6GvuNDd8Al6zq/oXxPoLHnUPV2H89hVaN4w/hIvGGn0P+kCWhOmeX3vIyvqh5XfhkLb3mKqX+7koThvS/rs6MRtfnYlz+AJf+74DFDSASGX4Z3wi/AFtc1hsk2AoPPITD4HKSyjVi3voplzycIzY/AQClcjFK4GN2eSGDI+QRyLkSPa+eNtRKNd+AteLOuIrHiQ9jyL/CWAGAt/QZr6Tf4U47Hk3M3Wkx427YGEk6m1jmSqLw/oLg3ItBwFj2OxbWC+qw/Yli676qE7FuD1f0eYC7XemN/Zpah6Q4IO4aSgaZk0GzKlOFH6JVIWjnRDh8ESvHWFyC0CvO4Xokw6luewvAgNA9oRRzu1skQzgbRGIshxZiPJtsxDc9HYUgxIJw94ubgSIiIw8MQkxZPVN846otrKNmwDy2gIVu6TzZud6Cx5zDg7j7isHGmckIk3rDTSBieyaynbmHZb17ClV+Gr6qexT9/jnG/PY+ME8Lr2em16BrWDc9gW/cEQgv9T6mpk/BO/z/0pOHhn7OujMC2L9C2/YDFU4feZyhG3+EYfYdhJGYe8ktQTxmNN+Uf+Kb8Fsv2d7BufxOpzmypKXkrsW18FtvGZ1H7TiYwcC5q/1MwHO0QU4oTht8OQ66jfuNT2Pc8hew1u25Zy+ZjKfsBf8YFeAbfie5of/mdA+i2ftQN+S/24v9iL3kRgYGlbjmx2y+jPuu+blkXUWhl2OueDMb9+aMuRLOO6WKr2oCwYsh90eS+yHHm6oNP+knijOFD6FUIrRJJr0Lolea+Xo2kVyMOPIyDQzEOms5wIzQ3UNwq8wwEiCgMKdoUjMJOfaAPMLSNv+iRsXr1aqxW8/t31apVbarlfDgi4rAV9B2Xxe4vN6L5VCp3FpMyIiI0GvPTUjbdhdo9oX/wuJzI36wziUpLZNaTN7Pi969SsS4XzRdg9f1vUbZqF6PvOLPJDUWEn6BrOObfjiXvm9AhRwq+Kb8lMOjssAbhi4o8pB0/IO34EalwIwdkqARIe1cGzzNsURipOeh9h2H0HYE+YAo4E5qMZdgT8Y+9Cf+YG5CLlmHd9iZK3jcIvaGGYfFKlOKVGMv+QmDAafhHXo2e0g6hojjwZV+NL+MSbPvfwb77P8je/Qh0bAVvYS38EG/21XgH3ophTTj8eK1BKHjTbkWNnkxU3n1IajmSWknMnl/gTbkcT/rt3aowtMX7fdCzplqnEHCc3cUWdQDChiH3xZD7NvTeOQSG1xSJWrWZRKPXIOm1CL0GceBnw/HWCEkwYyMxXAjNFTroKaGzxOGaNaEe5mvXrg3r2BFx2AqSh6ez+8uNAFTuKomIw59g6KFsNEnuPi521R0qsWCL617FuY8GrDEOpj90Dev/+SH7vjQvYvmfr6ZyUx4T/3Ax8UPD59XpTdjWPh4UhoaQ8I+8Gt/4n4E1TDX+qgqQN3xsisLyg8uMNIfw1SPy1yDlN8StSQr6sBPQJszDyPhJkWohoaXPwJM+A+GpwLLrAyzb30Gu2W0+rQew7v4Y6+6PUftMwD/yKtT+p4B0hF9Hsg1f1uX4+s3Dnvci9t1PIKm1CN2HI/cZbPteN5ejs681vY5hQI2ZTO2w13Hm3x9MVrGXvYrsy8WV/Zduk80s9Orgtj/qvKM7u1fYgyLysBgqQq9DGHUNwrEODmwbLoTe8DAa/TzM8nZHM27cOIQQrF+/Hl1vUSa3iog4bAWJg0PBtJU7S7rQku6JrjaqhaZ0n7tmPdDIrkhJlS5BtiqMv/t8kscPZMOjH6N5/MGOKsOuPoHBl8zqVp+ZrkbJn49t3ROAKQw9Jz2Lmhmmlo+GjrzqbeQfnkCoB9em01MGYxt7GvKok6nRFKTi7YjirYjibUjFWxF1pcFzha4ib/kKectX6CmD0CbMQx95Gtia3oQZjiT8o6/HP+o6pMqtWPZ8imX7O0g+s2ebUroGpXQNelRf/MMvJ5BzEYb9CL18sh3vwJvxZVyMfc+T2PNeQOg+JLUO544Hsee9gHvIb/BnXBgWkWQoCdQPeAS1/C0c+x9FoGGpXUzszutwDXgE3dYNnAhG6O9siO5Tf7bbIxQMOQGDNnwWDR3woxga7Fl52NPDTWZmJkOGmBnj4fAiRr4xW0HikEbicFdEHP6UJiJM6T6eQ93fkMImBKIbeTSPNoQQZJ06gcSRWaz681vUbN+PoWpsfe5rihZtYfw95xPb/xDZjEcRonYvjh/vCu77Jv06fMKwuhDLZ/cj5Yd62xsIjH6j0XPmoA2ZA4mZxBzoj11ZiT44GQY3iqOrrzRFYt4q5A2fIjzVAEhlu5G++gfG94+jjzzN9Cb2+UkbRSHQk0bgSxqBb/wdWHZ/hHXzS8hVO8wx6ouxr3oY29onCAw9H9/oGzFijkxcGdZ4PMN+hzf7Ghy7/oWt4G0EOpKvjOhNvyaw/13qR/0NPToMrR6FwJdyMZp9EFF770bSapG9e4jZcTWuAQ9B4vHtn6M95hneRjuRki4dipAAO0hd451dtGgR2dnZzJw5k/z8fCoqWq6Bejgi4rAV2OOcOFNicJfVUbmzBMMwIt0fGqGrIRe21I2SdQ6IVtmqRP5e3YDozGSO/c9NbHvhO3a+sQB0g+ptBfx4w38Yds2JDL7omKNXxKsenN/ehvCbXUEC/U/BP/r69o9rGEjrP0L57l8Ivzt4WJt4IeqMayC6DYkhUYnog2bCoJlox96MtO075DXvIe3fAIDwu5HXvoe89j20nONRj/sZJDRTJUCxE8i5iMDQC83YxM0vouTPN2vbaV6sW1/Dsu0tAoPPwT/2piPOcjYcabhHP4h3wI04dzyEteQLACxVy4lbdCqeQbfjHXgLyO0XTWrMZOqGvkD0njuRfflIWjUxu2/BsDyASJvX7vGPmIjnsFcxffr0Fp8vLy8nLS2NCy64gPnz57Njx44jnisiDltJ4uBU3GV1+Ou81JfWEp3aRSUkuiFaN11W1gKm57A7CdajHcmiMOLGU+h7zAjW/u1dXPll6H6VLc98SdHCzYy/Zx4xWSldbWbnYhjYF92LXGV2itDiBuGZ9Y/2L33WlaF88QDy7sWhqWL7EjjjPoz+k5sxw8C/fS3eFV+jVpYjktMRKf0gpR8iuR8iKjZ0smJDH3U6+qjTESXbTZG4+UtEwAzkl7fPR9q1EG3KpWjTrzlouRkAIdDSp+NJn46ozcO65RWsO95BBOoRhop157tYdr2P2v80fONuQU88svI0evRgXBOeQSlfQNSm3yF78hGGH+euR7AVfUz9qL+hJk49orGbzGPLom7IC0TtvQeLawXCUGHrbzHqd0PCtV2SqCKMxuEDkSSwns60adNa5ehwOBzMnTuXRx555IjniojDVpI4JJWCpbsAM+4wIg5DNIk57EZCTD8gDiPxht2OxBGZzHnudrb971t2vbUIDIOqLfv44brHGX79yQyaN+Oo8SJatr6CdffHgFnY2nPif8DajoQGw0Da8jXK1w8ivKEiwtrYs1FP+AXYmo5tVBShr/oWfdW3VFUUhY7/dNyoWESyKRalnEmIsbMQigUjNQf1tN/BcXcgb/wUeckLCHclQgugLH0JecMnqLNvQx8z95DlcIzYbHzTfo9v/O3YNr+EdfNLCH8twtCDbfoCWSfgG3cresqRlUNSk4+lZtY3OHY9ij33vwhDQ67fRezyC/BmXoIn5x4MS/wRjR38PZRYXIMew7H/n9jL3zUP5v+XqOpt1Gf/GeTwJMS03iBzWdnA1mvr8R1NVFZWdtoqWORbs5U0SUrZVULWMZ2Tqt4T6L4xh6ZdkiXyMe+OyDYLI285jbRZI1jzt3epL6hA96tsfvJzCn/YyNhfnk3ckN6d0SyXrMa+7K/Bfc+sv6PHtyMWrqYY5ZuHkHcuCB4yopJQT7sXfcis0DFPPcb6BeirvsHYs6l1Y9fXYtTXQt5WtFXfwif/RZp5JtK00xExCWCPRpt8MdqYuchLXkBe+QZCCyDqK7F8/mf0Ne+gnvhLjMzxh57DFo9vws/xjboW69bXsW76X7B/tCX/Oyz53xHIOh7j+PsRKSPa/v7IDjw59+BPO5uoTXcH+zbb972BteRb6kf9jUDqyW0ftzFCwZPxW3TbAJyFj4ChYa1dgLTnDuoGPtqpmcwHPIdGJN6wV/DSSy912lyRb81W0iQppQszlrWAxu5lu/GqXjLGdo+uH43FodyNlpX1yLJyjyBxVDZznv8Z2577ht3vLgl5EW/8D/3PmsLwa0/CGtfJHpfOwF+HY/4d5vIj4Bt9PeqA045sLMNA2vQ5ytcPIfyhkhra8JNRT/41OOPN0zQN/dPn0Bd9DNpPapIKgXXEFOwz5+KOT8UoL8Io3w9l+zHKCszt6vLQ+bWV6F+8hP7Vq4jhU5CmnIwYPgVhi0Y77mdo485Fmf8Y8o4fAJCKt2F99Ub0/lNRZ16DkTnh0Evn1hizZuLIK7FufxvrxmeR6s26pZb8+Wgvfo8YfRli1K0YzrZ3+9BiR1A7/QNseS/j3PEgQqtH8pcRs+Z6vNlX4865t92xiL6UC3GmjIJNt4Nah1K/nug9d+Ia9DhInRP/F0xIicQbRmgjEXHYSuKykhGywNAMave1LwvoSKjMr2TDh+vY9MlG6krNoPUzHzibUXNHd7otP0ULdM9l5QPLkoba/ppPEToWxW5l1O1nkDZrBOse/gBXfjnoBns/XM7++RsYft1J9D9zSq9aarat+TeS27zRVNOm4pv0qyMbyFOL8tXfkLd+GzxkRCWhnvxr9GEnhI75fWiv/BVj89Kmr++TiTT5JKSJJ5AwMMccsrIS0bf/QVMZfi9G3jb0RR9jbFpilu/QNYzNS9E2L4WoOKQJxyMdew4iKQP1/IfQ8lahfPsIUulOAKS9y7HuXY6eMRZtxjXoA2ccWiQqDvwjr8I/7GIsOz/Atu6JBpFoYGx8leit7+MbcyP+0deB4mjb+yZkfP2vIZB6Cs7N92ItM1sU2vNeRKlahWvck+hRB78HbZoi8RiM8a+hr7kCSavBUr+OqLz7qO//t06KQTwQHBBJyIvQNiLisJVIikRUn1hcRTW4imo6ZU7Vp7L9u22sf38teSvzDnr+679/SdbkbGJTY5t5deehekIeiO7U+cIWH4W/uh5fTdcWJ43QepLGDuC4/93B7ncWs/3l79E8fgK1Hjb862P2frKS0XfMJXlsO3v0dgOkyh1Yt7wMgCHbzASUIygCLfJWYfnk/5rUINRGn4F64l1gDxXNNupr0f73fxi5mxsMkJGmn46YdBIiK6fVcUzCakcMGYc0ZBxGZTH6ks/QV30LtQ03zPU16As/QF/8MdKUU5BOuhSyJxG45hWkjZ+hLHkeUV1omlCwHuntX6Cn5pgicegckA4hmGQbgWEXExh8DtYtr2Bf/yT46xCqG/uaR7FuewPfpLsIDD6nzbF1uiMd18T/Ydv3Ks6t9yN0H0rtJuIWn0796L/jTzurTeP9FBEzEtegx4nZdRNC92Ct+R59/yN4+v2qw4tSG8KGMFzAwXUtj050zPdCReAHVCAABBCoIAIN+xoCreF87ScPg5DoNhpkdyhC1+vr+IYL2dnZZGVlERcXF2yZ5/P5qKqqYu/evezfv7/dc0TEYRuITovHVVSDr9aDv96HNapj4jhqCqtZ/vJyNn+2EW+tt8lzkiKR0C+BirwKfHU+Pv+/T7noqUu6tFRL45Z5lkat9Loaa7z5T6p5/KheP4q9+wjXCIdGsigMuXQ2GSePZ8vTX1LwzToAancVsfiOZ+l3/GiG33gKUWmJXWtoO7CteRRhmB5339hbMWLaGCKiBZAXPI287JVg31zDHot66j3ow09scqpRVYr633uhpOEG0+ZEvub/kIY2jf3TSoqo+PpTXIt+IFBViRQXj4iNQ4qNQ4qLR4qNR8SZ20r/QUiJfZHnXod0+tUYO9air/waY+NiUAOga+jLPkdf+Q3S9NORTrgYfexZ+EefjrTla+SlLwa7s0gl25E+uBs9MRtt+lVmMW35EF9Nih3/mBuImnId+pIH0de9gDA0JHcJjgW/wbrlZTwz/4KePKpt76cQ+LKuQI2fSPS6W5Hr9yA0F9HrbsdbsQT38D+CfORLs5pzOK7+fyd6zy8RaNjL30a3pOJLvfKIx2wVDbGGTbOWezo64EbgATzmT+H5yb4PgQ8aHqYQ9CFEx7d31QJRQMf0r7ZarZx33nmkp5ux2IbRNG1MCMHUqVPZt28fH3/8MT7fkf/dI+KwDUT3jQfMC6yruIbEQW2PdTkcuqbz6rUvU1tU2+R4YnYiY88bz6wrjkW2yDx0/D9wldWRu3QP695by/h5E8JuS2tRfaF/OLkbicPGLfP81fUofSPisCfhSI5l4u8vZMA5U9nw70+p2W7eDe+fv5HCHzeTfcYkhl5xHI4+PatygHCXoOSbS8C6M7Xt9QzrK7G8/Quk4q3BQ3r2JAJz/wixTYuJG8V5qP+9JxQrGB2PcuMDiAyzk4JeV4t/5VJ8S35E3b2zyWs1Vx3s39e8DZKEZcRorFNnYp0wBWnYJKRhkzDcdegLPkBf8D543aAF0Bd9hL7sC6SZc5GOv8gsgTPyVKSdC5AX/y/4e0iVeUif3Y++7BXUM+7D6HdogSecycgnPkjdwAuwrfwHlvz5AMjlm4j6+Hz8o6/DN/4OUNom6LTYEdTM+Iyozb/DVvgBAPZ9r6NUrzGXmdtROFuNnYE76/dE5f8JAGfR4xiWZPyJpx/xmIcjmIhieMEwekj7PB1BBYIaELUIzIfH5cbQq7FKNQhxdIYKzZ49m7S0NDRNo7CwkNraWlTVjFm2WCxER0eTnp5OZmYmc+bM4auvvjriuSLisA3EpIW+hFxF1R0iDkt3lASFoWJTGHbScMadP56M8ZkIIYhJNJeKTv/jGbx925sAfPfwN/SfNoCEjDA1l28jqscf3Fa6kTi0JoTEoa+qHmffrnl/IrSPxFHZzH7qFvK/WM2W/36Fv8aNoens/XgF+V+uof9ZUxhy6WzsSWHqPdzBWPZ8jjDMLzf/8MtAacMKhKcGy5u3B+P3DElBm3Mr2pTLDlpO1XM3oz13H3jMGGWS0lFu+ivEpeBbsQTf0gUENq4DTWs6hxBIiUnodbXg99Msuk5g03oCm9ZT/9J/sYwah23KDKzjJyGfeiXSrHPQf3gXfeGH4PeC6kf/8X30pZ8hHXMO0omXoA+dgz5kNmLvCpQl/wv2bZYqcrG8ch3a1MvRZt3Y4vujxw/Cc9J/8Rcuxb7sz8hVOxCGhm3Df1H2fo33mAfQ0tpYw1CJon7MowSSZhK1+fcI3YtSt424JXNxjfsPgT4nHH6MQ+BPnIsUKMNR9CQAzvz70S1JqDHtr7PYLAc8hxiYy6Xd7QbZAGqQRBGCwoafxc16+PSGj2lb9K3pWLMBNgysDdtWc9uwABYMFMASfJj7svkwzJ8GUugYglAM509/gtUBsL31RraBIUOGoOs6L730EtXV1c2eExcXx9VXX82gQYPaNVdEHLYB03No4iqq7pA58lfnB7eP+8UJTLr04GK1AIOOGcy488ez7r21BDwBPv+/T7j02SsQXdC658CysmyVkbpRwoAtvpHnMBJ32KMRskT23MmkzxnN7ncWsfvtxahuH7pfZc+7S8j7ZCUDzpvOkEuO7faZzUreNwAYspVAzkWtf6HPheWtO0LCMKYPgXmPYPTNOehUfdNStJcfANUUdyJjCPINf8FQDWrvvxutIP+g18iZ2SSccCoxxx5HrZDNJSuvF72mGr22Gr22BqO2Bq2kCP/q5egVDd5IVSWwbhWBdavAasU6diKOU89COeNapNnnoc9/G33xJxDwgd+HPv8t9NXfIZ9zC2LMMTBgKoEBUxEF61G++afZos/QUZa9jLRzQYMXseXEOy19OvVnf4h1w7PY1j2B0APItXuJ+vwy/DkX453yW7C24eZBCPwZF6LFjSVq3a0orp0IzU306utwj7gfX/aRLwd7+1yN8Jdgr3gPgUZ07m+oG/xfNOfBf8f20qQriuED0R3EYR2y2IIQeUgUIYT78C85gHCi6zEYxIDhxMAB2M2fhqNh34GBnQNCsLOTcSRZ0FHiUJZldF3H7T70e+Z2u9F1HVluX8JTRBy2gej0+OC2q7hjklL2NRKHWZOyWjz3+LtOJHfpHmoKa8hflc+qN1Yy+bIpHWJXSwTFYTfyGkIo5hDAVx0Rh70BS7SdYdecyMDzZrDzzQXkvrcUzRdA8wXY9cYC9n60nIHzZjBo3sxuKxJFwPwsBgaeheFIat2L/B4s7/wSqWgLAEZUIoFLnsRIyj7oVH3ZF2jvPGZmEgNi6ATkq+9Dr6uj9qE/o5eFSnGJ+ARs02dhm34sSmY2CY16KwshwOFAdjiQ+6Y1mcN58VWou3fgX7EE38qlGNVVDXb68a9cin/lUqyTpuI87xLks25EmjMP/bu30Jd+asYk1pSjvfRnxPApyOfdhkhKw8gYS+Cq/yEvewV50bMILYBUsRfLK9ebnVZm3QSWFpaJZSv+8behDjgF+8LfoZSankjr9jdR9n2Pd8YfUbNPat373YAWk0PtjE+J3nAn1uLPEehEbfk9kmcfnpx7jqywtBB4Mn6NpFZgrfkBobuJ3vNzanNexbC0oZ1hqwh5XYXhM0VVlxBAEjuQxUYEexHioBLrQQwjDp00DCMJg1gMIxaIIz4hGyGsVFZWdp7Z3Yz9+/fTv39/LrvsMnbu3InL5SIQML9/FUUhNjaWoUOHYrFY2Lt3b7vmiojDNhDdt+mycrgxDIN9a0xxaI+1kzK45WVrW5SNM/50Jq/f8CoAPzw2nwHTB5I8MNwXmJY5IA4VW/cSh7b4ULFZX5WrCy2JEG6scU5G3nQqg+bNZOfrP7L34xXofhXV7WPHy9+z+53FDL7wGIZcPge5m3bI8Y9spfdJC2B579dI+9YCYDjiCFzyn2aFofbN6+hfvBjcFxOOQ774V2ilJdQ9/Gf0KvOLVUpOIerqm7EMH4lolCGsuT1ULVtNzb79SA5704fdjnDYkZ12pJhoLINzsAzOwXnxlag7tuFbsRj/ymUYLnMZ279qOf7VK7DNnINj7rnI596CdOw5aO89gbFtpfm7bF2B+o91SCdcjDTnfITNYWYuDzkW5bP7kYq2mF7E5a+aXsSTfoUxsOX+snr8YNxz38Sy9VXsq/6JCNQjuUtwfnsLgYFn4pl5f9u8iLID17gncWz/O47cpwFw5D6D7M7HNfaxI0tUETL12X9G2n0bSv0GJLWCqLz7cA16IqydTA7yHHY6tShiGZLYhBAHz28YdgzS0Y00DCMdnTSg+Wxf0S28nl3LDz/8wLx584iPj2fKlOYdQYZh4HK5+P7779s1V/e8anZTolLjTA+10TGew/Ld5Xiqzd6kmROyWrVEnD2lP5Muncyq11ei+lTevu0NrnjxKmI6sbzNgfZ5ml9F1/Rus7TcZFk54jnsldiTYhj9s7kMvmgWO175nrzPVmFoOprHz/aX5lO4YBPjfzuPhOHdo2D8AdS+k9GTWtHhwzBQvvoH0t7l5q4tisBFj2OkHJwYoS/9vIkwlGafj3TmDah7d1P3r78FRZuc1o+YX/8BOcH0WhqajnvjVmp/XMqu5evQvd6Dxv4pSnIiURNGEzVxNM4xw7EMG4ll2EiMS6/Bt2A+7o/fxaipBsPAt+h7fIt/wDrtGJxnnm8ub29YhPbhU1BTbsYjfvUy+tLPkM+4BjHxREgZRODK55FXvI684BmE5keqzMf61h3oA6ahn3sfUloLy7BCIjDiStSsE7Ev/gOWgh8BsOz5BKl8A57jn0BPGn7497/ReJ5hv0N3ZuHc8geEoWEt+YKY1S7qJjwLyhF4qSU7rgEPE7v9MqRAGRbXSqwVH+JPPq/tYx2Cxp1RhOE5uCVih+FCEYuRxHqEaBrTahhxaMYodGMkBolEajC2nsrKSl588UVGjx5N//79SUhIOKiUTV5eHhs2bMB/qHjhVhIRh21AtshYo+3467z4aj1hHz9vxd7gdtakg70Ch2LOHceTvyqP0h2l1BTW8ObNr3P5i1fhiGtjUdgjpM+oDPIX7sBX46FwxR4yprej/VcYsSWGPIfeyojnsDfj6BPH2LvOYchls9n5+gLyPl2JoenU5Zay4NanGHzxLIZdfQJyN/Fu+4dd1qrz5JVvIK//CGiIUbzwMYy0g0WNvn012nv/Du5Lc69HPv5C/JvWU/fEQ9BQ0kLOGkDsXfcixcbh27uP2h+XUbtwOVpldZvsV8srqfn6R2q+/hFhUXCMGkbUxDFETxyN/fhTsM2cjfebL/B8/iGGxw2GgX/pQvzLFmGdPB3nvEtRfvucKQoXfgi6DrUVaG88jFj4EdL5tyNlD0ebdiX64Fkon/8Zaf9G83fLXYbnX3NRJs+DqddA9KFXSozodDwnP0dg98c4lv4R4a9Drs0j6pPz8U67z4z5bEOGgy/rcnRHP6LX3ozQPFgqFhKz6gpcE1/AsLT9htxQEqjP+iMxu28DwFH0BIG42RiWVoYbHA4p5CEVel14xjwMgnIs0hsIEbrmGoYF3RiOZozGIJOIIDxy/H4/q1evZvXq1R06T0QctpED4tDvOvzddVtpLA6zp/Rv9essDgsXPXkJr1z1EtX7qynfU867P3+by56/olO8eEPOHE/+wh0A7Ph0XbcRh/bE0IXRV9k5F8YIXYuzb8L/s3fWYVaUbRj/zZza7mDJZenubpAWBEQUFMXCBLsD67MLCxUDBEWQ7m6QZula2Ga7d0/PzPfHHM6cdZcSFlD3vi4u5sy8MTNnzzv3PHE/tHj6FqKHtmf/+/MoOHUWZIW43zaTvvUYrV64ldBml/7iVRFQDL44a9100XZi3DZ06ye7PzsHv45SvUXZ8dLikaa/rRIsVIuhrvcobDu3UTz1S3c2sr5hE/wnPk/J/qPk/LEUe2JKmbF0fr6E9uqMGFMT2WZHtliRLVYUixXZakO2WHHmF2I9EYfiKk+pOJyY9x/GvP8wWT+AsUZVAvv3JLDvIEy9+2FduxLr6qUoJcUqSdy1Hfu+XXj1uxmfm+9B7DgIaekPKEd2qOOlnEKa/ARyhwHoBt8HYbVxjP0B8ega9Ju+RihIA0XGuWsOxv1LkDrejdThrvPHIwoCzrq3UBzZGp/1E9FlH0KQ7HhvexVd+m6sXd4Cw6ULFzvCe1HU7lf89oxDdBZiyNuN/67RFLWbiWK8fEUEp397bMGDMeUtQ5SK8D77GeZa71z2OOVBFjXCKiiFF2h5dSCQjkH8HUFQjSeKYkBS2iIp7YEbMwb4n4iYmBgcDgfJyWWlpqpVq8bZs2fLaCBeLv7V5PD06dM0bdqUFStW0LNnz6sypinAi+I0sBVaURTlqolPy5JM0l5VQ9E7yJuIepcnk+MX7s8d341hxj3TKckpIWV/MgcWxF4T/cOaXerhFeyDNc9M4qbjWAvMEHL9BYr1fl6IRj2y3Ymt0nL4n0Jg3Si6f/sIp2Zt5sS09ShOieKkLLY8/h31x/eFqtfv3JzVuqK7iP6ekHUa/aJX3JI3zs73ITfpX6adUpiD84fXVE1BQGjaGXHIA1jXraTk15/OaXlgbNMBv4cmkrd0Hdkz5pUeRK/Dt3UzAnp0osZNPRBNFw/6l602zAePUbL3ICV7D+HMzXMfsyefJeuH38iZvZjgQb0JGtQf776DsG5cjWXFYpSiQnA6sS5fiG3bRnxuHYPp3jdQTh9AWvgtpKni2MrOlTgPbkUcNA6x02DkJv2xN+iJbs9s9H/+DNZiBIcF/Zbv0MUuwNn9EeRmg84bs6f416Dk5t/x2vU+xqMz1PtyehG6nMOqmzm43gWv2RPO4LYUtZ+F/+67EB156AsPqQSxw5y/ZUG0VHsSQ+FWRKkAU94q7ME34wzoeNnj/BWKqMXJC3LFVvYSSMEgznHHFspKFRzybYDfhTtW4pKh1+sZNmwYNWvW5ODBg+WSwxEjRlBYWMgff/xxwazmi+HGCA6rAOTn5zN8+HCslxA/czkw+quuWkWSS5WNu1JknsxwV0Op2bbW35KkCa4RwrCPtHiVTV9uwFJw9d3ff4Wo11F3oKoILzskTq86VOFzXgoEQXC7lq2VlsP/HES9jgZje9Fz6mMENaim7lQU4hb/eeGOFQxnjd4XbuCwop//PIJdjZOVGvRG6v5QmWaKzYL04yTIU0vnCTXqo7vzBayrl1My80c3MTT16IPvI0+R/duiUsTQq15tIh4cQ50fPqbai4/j36kNosmILbeQktMpmBPSsKRmYU3PwZ5TgCO/GGeJBdnuQPQy4de+JZGP3E3tqR9S65NJhI4ZjlcDTVtNLiomZ/Zizox/nqzfFqJv05WgD77Ea9AtoFftEkpBPiU/fUPBWy8iKV7on/4Gcdgj4OWyMlmKked9hfOzCcgJR0FvQup4Nz4vrEffeSyKqz6xUJSJYdmbGKaNg7yyFlE3dCasnSZh7jUZxWUt1OWfxnfxCAynFlz4e/kLpMBmFHb4A9mkvsjri47it/d+kC7/maPog7BUnej+7JPyPshX/uxSBA/LoVxxlkOBeJfF8BwxrI5DHk0lMby66NSpEzVq1MDpdJZL/AwGAzabjdDQULp163ZFc/0rLYfHjh1jxIgRHD9+/KqPbfLT3vjtRVYMPlcng+rvupT/ipptatF4UBOOLj+CJd/C5q830v/lgVd+ghdBvZtbcfg31S10euUhuj1c8XNeCrxC/LGk52MvMCM7JUT9tSh2X4kbCQExVej2zcOcnrOVYz+uvd6ngxxyYT073bYfEHNV1QI5sj7Om98oYw1TZAnp1/dRktVwDoIj0N3/FvbYfZhn/+Ju533zCLxuuY3MKb9QuH6be3/omOGE3DrI7fmQ7Q5ydxwmbv0+snYdBvnCLilTlVACW9YjsEU9AlrUw1S7BqbaNQgdORhbfDK5i1ZStHU3yDKKzU7+snXkr9iAf9d2hAwfSFCPmzDPmYl9r5poIyXGU/je62o84qix6Fv2UF3Ne1zfV2oc0hdPIrfrh27Igwg1a2Ma/gbmpkPRrf8CXdwWAMT0Yxin3Y1j6DsodTqf9/ydMYMpCW2M9/oJ6HKPIzgteG9+DjHnCLb2L52/xvNfIPvXp7D9bAJ23IroyMWQtxO/AxMobjnlsmtl20OGYMxdiqFkPzp7Kl4ZP2ONeuSyxvgrFLHiyaHICfTiInfiiazUxiHfiioqXYmriXr1VOv2rFmzyMrKAsDLy4tOnTqRl5dHbGwsM2bMYPz48dSufWU16P91lsPp06fTsmVLcnJyeOCByyxLdQkwBmjk0FZ09axyibsT3dvRV0AOAXo/2QeDt/rD3P/HPjKOp1/ReJeCkDoRhNRTS3dlHUklPzmnwue8FLiTUhSlUuvwPwxRr6PemB50+/ohfCOCru/JXCAURcg4gW6HKk2l6Aw4h75zruRCKchLfkA57LKAevmgf+BtnGnpFP/wlbuN97BReN18K2kff6sRQ0Eg4qGxhI4cDEDxqWTOfD2XPWMmcerd6WTtOHRRYghgS88hc+UOTn0wg71jXid2/PvEfzOPnG0HEcNCiHryQWp/8y5Bg3ojGF0v0LJM0eadJD79JtnzVuM99iECnp+EroYWA2rf/Sf5rz6FdecOdHc8g27CZ1A1xn1c2b0a58cPYTukXrsSGo3ztk+xj5mCHKKOI1iLMMx5Et32n93W0/IgB9amZMhc7PVHufeZjkzDe/3j4Lz0tV32q0NR2+koOtXaacxYhc+Rly84d7kQBMw1XkYRVFLplfkLovXM5Y3xF1S0W1kUDqMXF7iJoaQ0wCGPpJIYVgz8/PxwOBxuYgjgdDpp2bIlPXv2xGAwYLFYcDgcGAxX9h3868jhwYMHueOOOzh06BBdunS56uOb/D3J4dVxWUsOyS1+7RvmR0j0lWWq+UcG0PUh1aSsyAqr31t5xcGpl4KYvlot1BPL91X4fJeCyqSUSngiuGF1enxw//U+jfIhO9Ev/x+C4nrQdr4PJazs27+0bQnyJpd7WBTR3fMqkmKg6IsPwVVn1dS9D8Y+g0h953NKdsUCIOj1RD3zEH5d2pG2YCMHH/2IQxM+IWPJVqRizUXlHRVGRP+OhPdrT1jvtoT2aEVI5+YEd2hCYOsG+DWshWAobVmzJKWTvngLJ9/+iT23v8bJ/03DmltMxANjiPn+A0JvH4ror72oFazZTMJjL1N8Jp2A197Dd9xDCP4uK5fNhvm3nyl89zVkYwD6p75GHP4YeLmSRgpzyf9kAoUzP0Kxq25MpVZbHOOmIdXvqV4rCvpN36Cf/zzYLhBvrPfC2u1dLF3fdZMyQ+IafJfdiWDJvqSvDUAKakFR6+9RBPWB7JXyO96nPrrk/ucge0VjjbhHvQbFiU/ye24x878FwQcFl+v9KiekiMI+DOISt6C1JDfFKQ/jX+qQvCGQl5eH0WikW7dueHl54eXlRY8ePQAQRZHhw4dz8803YzKZyMm5MgPNv+5bfO+99zAaK04s0+hf2q18NZB+LA27WdUkqtW+1lVJcml3VwcOLIglNzGXlNgUDi48QIvhLa943Ashpm8T9nyzDoCji/bQ/sG/X4P0asFTzqYyKaUSAHqfy6hlfA2h2zMHMf0YAHJYDFKne8q0kU8fRF7wtdbn1glQrQFFb72IYlYt44ZmLTENuY3USR9ji1cD1gUvE1VfeAwhMJgDj3yIPSu/1LiiyUBIlxbUufUmQts0JO88dVvPQbLZKT6aQMGBUxTEnqT4ZLI7WxpZJmdLLDlbYvFrWIsqt3QndMQggm/pT/7KjeT+sUTNgjZbyPrxdwpWbSJ83CiC3v8C87xZ2NavAsB5+hQFk57De+BQvG++FbFFV6RZn6Cc2AOAZe1s2L8F3cgJiA3agMkP54gPULb/rGojoqA7uRHxxxM4+72AXPf8xgJHg1HIflXxWfcYgqMEXfZBfJfcRsmAn1ECoi94L87BGdadkhaf4Rs7AQEF79NfQUhdqH95Hixr5L0Y81ajsydjKInFmLsMe+iQyxrDDUFEEf0R5PyrajkUOY5BXOX+LMmtcSr9qJSoqVjs3r2bgQMH0q5dO9q100rrZmRkIEkS1apVc/OH3bt3X9Fc/whymJ5+Ybeon58ffn4qCahIYgig99bGd1quTGTyHJI8XMq12kVflTF1Bh19X+jP7EdnAbD2o9XUah9NULWgqzJ+efCvGkxE8xpkHkwm+1Q6x5fHEtk5usLmuxQYAzT5BPtVDAOoRCWuKsz56Lb9AICCgHPQq6Ar7RZSzEVIv76vSdb0ug2hw0CKJr+PnKUmpehq1sZ061iSX/0IZ6Zq+RL9/aj26kQcNjj+7BdIxdrvwK9RNBH9OhDavSV6X29CLlFlQGcyEtiqPoGt6gODcZZYKTp8moLYk2Rv3IcjT7XSFx9PJO74DBKnLqLK4C5EDu5MQI+OZP863+3qtqekkfrOZHxaNiF83ChM7TtT/PO3yBlpIElYli7A9udWfO+6D8P4/yFvXYy89Ae1VnPOWaTvXkJu1QvdLQ8hBIQgdbkfJbIh+sWvItiKEQrSMPzxJFKjm3De9Mx5dRGlal0puXkOPqvvRyxJRyxKxnfJKMz9f0IOa1pun7/CHjUUwZ6L79HX1R17noWAemC8cG3oUhBNmGu8qGkfpn+LPbgviH+jEgugiEFwjhwq8lWowKKgE7X4VafcCUnpQSUxrHgcP34cX19funTp4q6dXFJSwpo1ayguLqZXr174+flx+PBhTp06dUVz/SPIYVRU1AWPv/LKK7zzztXRhboY/k4W8cWQ5FlPuc3V02CL6VKHZkObc2jxQewldpa9vpgxU8dWyDWcQ6v7u7PqiV8B2PLpUoa3ewSd4folgXiKHsu2q5ddXolKXE3otv2IYFUJldxsMEq10mRCURSkPz6HfJXwCXVbIA6+D8uyBTgOqmX1BD9/fMdPJPX9b93EUB8WQvXXn6IoMYtT7//i1ib0rVudus/eiU+0trbaC80cXRFL3OIdFKVmo8iKGo6iKCjn4hBd//vWCCOkaU1Cm9YipFktvCODCO7QhOAOTah5781kb9hL2sLNmOPPAuDILSR5xgpSfl9NWK821LjzFgL79SDr59lYT5wGwBx7hMSn3ySof09CXngL+/oVWFYsAklCzsmiaPIHGFq2xfeu+wlt15PCae/iOOkqKbh/A85ju9ANeQCh4yDkul2w3zsDw4r/ISaqlkbdsbWISftwDH8fpUarcr8HOaQBJUPm4rPqPnR5JxGtufguvxNzn2+Qql1amJKt1jhESwre8d+D4oQtYxE7LkT2jb6k/qBqH9oDumEs3ILoyMSUNRtbZFlL8qVAEcOABARkBDkPRXdlYUsCKYiC+jIiK1FISs8rGq8Sl4e9e/dy+PBhoqKikCSJs2fPIrm0TJctW3bV5vlHkMOpU6de8HirVuX/0P8ugoODCQ4uX8zU31+LYfPx8bnkN+3zQXJKpB5QpRf8I/yp07LOBd3Koqi+9V3qvLe9dzsp+5LJS8kjaU8Sh+cdosdDPa/onC+E4IHtODZ7N0nbT1KQnEPSyqO0uadHhc13MeQFB7m3TTpjmft2uffzeuCfcI5w45ynIAjucykPeXl55z12LfDX9UXKiqdk31z1g9Eb/2EvIwSUvoeWTQspPKBm5Aq+gYQ++i625GRyF85RGwgCUc++SsqcFdhTVU+Ld3QNGn08ibRNsZz8aLqb2IV1aEqbDyai9/FCkWXSdp/k1LxtJK7bj2R3XtI1FMalURiXRsJCNdvYJyKIiJYxRLSqQ2TrejS4YyAN7hhI7v4TJMxeTfqmvSArKA6JrNW7yNm4n+hRfWn84SQK98SS9P0v2DOyQZbJX7Gekl37iX78PsK/GELWd19iOajGMDti91B48him+x8h5KXvsWxZTNHsL1BKCsBagvTHZIyn9hF4/yTEOs1RHvsd594F2Je8C+Y8hJJcjL89inHoq+g731X+WhsSgnLXSqT5YyB1B4KjBN/VDyAO/hax4fBL+5I7fgS2BDi7Guy5BMU+CP3XgzHwol3PQTG+DLsGAzI+WTPwqTceQX/pYt3n4HRUQ7arBDnQz47ofWVroNW8DMn1nu3t0wN/47X5vVeuLxpsNhsJCQkVOsc/ghxWRNbx30WpxeQq5HicPXIWW7EaVB3T4cLE8O/AO8Cb2z8dzXe3T0FRFFZ8uIz63esT1ahiVIAFQaDHc0OZMfxjAP78ehVNR3QolchzLaHz0iyHku3qhAFUohJXE7al74OskjJjzwcRA6uUSiBzpiVQ+OvH7s8B972Kooikf/I/t4s5ZPQ95B9NIm+LStZ0fr7Uf+dF4ueuJ+6nxe6+1QZ2ofmr92PNL+Hobxs5OX8bRcla5uM5+FULRTTo1fVIAMH1MBREAdkhUZiYoVkTAXNmPgmr95GwWiVxgTFVaDCyG3WHdqTNBxMxn80ice46khZtxFlkRrY7ODNzOcmLN1H33qE0++EzMhetIHXmPGSrDUdOHqfe/ITA9q2IfuJpnKePkfXTFKS8XGRzCRlffkzxts2EP/Y0Ye91p2j2ZKzblgJgj91CzmujCXzobYyN2mJoOwJ9wx5Yf30SOW47yE7sC99ATj6I8da3EcqprCJ4BaG7bR7y0gdQ4laA7EBe8gDIEmLjkRf/UkUddPkZVvWGwhPqv52PQ9dfLrlcn+BXH6XKUEhfCM4CSJsDNe69pL6lxjGEu7cVRxZcQVVVWc5Hchw+d4LoDGUr9lTi34F/BDm8keDpki0uKrpoJYGL4cgGTTA6slmVi4537q3pcuYNbhBC+7s7sHP6DiS7xMwJM7hn5r3ojRXz9Rur+tJwcGuOL9uHJa+EzV8upc3DFxH+rSBYHDb3dnF+YZn79nfu57XGP+Ec4cY5Tx8fH3x9L9/Ccj3gPL0T5yE1sF/wD8fU6yHMFotb4FZx2nF+9SLY1eQ3sdNgSmo0pvDdSUgF+QAYmrWiJKwmZ//nqq0sCEROuJdD384na/VO91xVR/Wh2tiBbHprBolL1NrTnjAG+lDvls7UH9EZOfjCL3OOEit5R5PJPZxI7qEkco8mIXnEYBecSWfXh3+w5/MFVO3ZjOih7Ym4sy+hw7qSOnstaQs3ozicOApLODZ5Fmd+X0WNcYOp+dkbZP34OyV7Dqjj7NrPwXufJGTkzQS9/gGWeb9i27oRgJJ9uzA/fi8+d4zDNGICukYdkWZ9BCUFyPlZ5H34COJNoxH7jUXQ6eDWT9Bt/Ab9TrU6inPvfOypx3CM+BACq5R/od0+w0v0w3jyD0BBWv4IxTYJZ62+F7w/5xDScw6s7AH2fEhaQPHBKdhr3HFJfQHEwNsJTF8IgJTwA4U+g0G4vHVbb/Xh3LdpLkzA4fz7a6BO2IRedFXtkVqQl1fxJfnOoXJ9ubaoJIflIC8vD6ezfPdKcbFHMfFL0AO7GCoq3vCv6P5YT85sO01WXBaZJzLY9v1Wejzes8Lm6/b0YE6uPoDskDg8aweNRrbDJ8z/4h2vMkQPAnypLrNK/LNhNpsvWDbqalvnLxfu9UWRMcx7w60nZu/2ENmFpc9bXj4NUuPUDxE1EG95CPOcmTjjTgAghoZjGj6G5Emfud3GwbcOJmXpbvJ2HlH7CQLRDw0jrF9Hdr08g8xdpQPVw9vWpdbgtlTp2pjwKmq1j4s9gA2+XkS0q0dEO1WUV3ZKFJ7JIPdwImc3HiLnQIK63+4kZfV+Ulbvx792BNFD2lN9VF+qDOlG8i/LyVq3R9Ugzcgl7oMZ+NatTq3xwwjs05XMH37DmZOHYneQ89sCijbvIOKhsfi37Yj5l6lIuTkoFgslP0/BvudPfMc9jP65b5F+/RDl1H5QFOQ1v6GcikV310sIIZFIvSeiVGmIfvnbCA6rKpr981gcw99DqdW27IWKeqxd3wVRj/H4LARFwnv9RMz9piJV63rxL9u/DnT4CrbcBYDvsUk4g9si+11a/XnZuy72gK4YC7eic6RjzFuNPWTQJfV1j6HTEnAE6UrkTZzohFgAFEVEUq5uONc/BTf6+nK1UEkOLxfi1XMrK7JC8j6VHHoHeRMWU34W3dWA3qRnyLvDmDbmR2SnzK5fdtDy1lYERl16DMzlIKhmGC1Hd2HfL5txWh3sm7qRri/9TTmGK4BnQopUmZBSiRsI4pFVmnRNeF3kZjeXOi6f2Iu80RWLqDOgv+sl7LH7sK5Zru7T6/F9cAJpX/2CXKzK2Pi2aU7OySw3MRQMOuo+dxd+Teuy7ckfKDiRqs5t1FP39q7UHNwW3ygthisvIZMjC3aTceosksOJZHMi2c/9k5DsTmSHhF/VIMIbVSXM9c83MoCg+lUJql+VmBGdKEzIIHHJbpJX7sNRrFo9i+IzOfTFUo5OXU3d27tS59GRRA3vQeKPSyjYp5LdkrgUjj7/FeF921PjnRcpXL6WvGXrQJaxp6SR8tqHBPbrQZ0PviZ31s8UuWRvHIdiKXj1KXxG34tx/LsoG/9AXjFNrdCScBTnJ4+gG/UUYotuyI374QirjWHecwj5qQiWfAyzHkfqPQGp3Ziybl9BwNr5TXCUYDy9GEF24LP2Ecz9f0aqUg6h/CtqDsNaYzReybMQJAt+sRMo7LQQdJcmqWSLuBtj4VZAFca2Bw+8ZNc0gCJqCSiifOnajX+FKBxDEFRSJCsNgGv/sl+Ja4dKcniZ8HQrX6mwdFZcprueco3WNSs0ixggskEk7e5sz87pO3DanGz6YgND3xtWYfN1erQ/h+buwGG2c3LJfpre0ZGg2uEX73gVofO0HFaSw0rcKHBY0W/S9AqdvZ8oVbJNKc5H+k0TURZvvg9Z503xz1Pc+3zG3Evu6j+xxasvmIaoCORqMeT9rpac0/l40WDS/ehCg9ny6LeY09RAeYOfFx3eu5vQ5tEAyE6ZxM3HOTZ3N2l7Ey7p9AtTcjm7S6ve4RXk4yaK4U2qUa19DM0m3Ezj8f1J3XCIxCW7yD2snqdksXNi2nriF+yg/t29afDGgxQdiiPxx8WYz6jZzVlrdpG38wi1HryFmh++QuZ3M7GeigegYPUmjhw8RswLj0PzVhRP+w4lP0+1Iv70DY5D+/G9+0F0dVogzXwXcjPAUow0/W2UzjcjDh0PEfWwj5uOYdGriPE7EBQJ/brPEXIScfZ7royMEIKItfuHCE4LhsQ1CE4LPqsfoGTgdOTwi8fdmRtOwpC7G11JHPqiI/ic/ABzo9cv6V47fVvi9GmG3nwInfU0+qLtOAMuvcCDIgahoENAuiLLoU7Y696WlDZ/e5xK/DPwr6uQ4olx48ahKAo9e/askPGvlBwm7092b9doU/NKT+eS0OmBLngFqhHJR5Yf5uyh1AqbyyfUj2Zj1UVMkRS2f7zimlRq8YTOS9OllKyV5LASNwZ0++YiFGYAIMd0QonpWOq4tOAbKFJdu0KDtghdhqql8azqy6Sxc3esNgOFG7arbUxG/AcPJGW2KkKPIFD/5XuQTd5seew7NzH0jgik69cPEdo8GktuCbE/b2bO8Mmsf+mPixJDUS9i8DGWW0/emm8m5c84Yn/azJpnZjHr5k/ZOXkVRWkF1BzQmm5fP0yvnydSa0g7BJ362LEXmDn85VLW3/0ZxblWmn3xNLUfH4nOR42QcxaWcPqT3zj9/VLCHn+AiAfHIHip1jZbeibHnnqdvB3HCHj1PUxdNEUEtQTf0zjzzeifmYLQUjsmb1+K89PHUFJOgXcgjlGf4+ysJXnoYhdg+OV+yEsp7wZg6fU5Tpc7WXAU47t8LLqULRe8bwDofShu+RWKoN47r4Qf0OfuvEgnFwQBq4eMjVfmb5fWz91fdFsP/77lMA9RSANAViJRqP43x6nEPwWVlsPLhKNEC7o2eF+Z4HbGMU3cu2qzalc01qXCO8Cbrg91Y+2HqwFY9/Ea7pp2T4XFSTQd3ZETi/ZRkl5A2p54Ti7ZT4OhrStkrvJQSgS74PxxIpWoxDWD5EC3S9UCVRBw9ppY6rB8cCvK/o3qBx9/dKOfxbpuFc4zauyhWKUqus59SXvzM3efkDtv5czPK9z1fGuMHYhd0bPryR/ciSL+tSPp9OE4rMV2Nk5aQPy6I8gOqdTcwdHhNB/VifB2NTH4GNEZ9OhMekSDDtFF6hRFwZxZRNbxs2QfO0vO8TSyjqZiK9DEtW0FFg7/toPDv+0gskVNGgxrTe3ejWn57HDq3tGd4z+uIXX9QQDMaXnsfWcOcb9vofFD/Wkx9UUSv1tIzuZYAApjT3Hw0Y+oPqYfNT98lcxvf8FyVI2bLFi1kZK9B4l89B78WrWj5OcpKCUlKAX5FE1+H1PXnnjf8QRi/dZI878Gpx0yk3F+PhFxwN2IvUch9XgUJTQa/fJ3ECSHGof40104B76M3Lhf6e9OZ8J80xR8Vj+APm0ngtOMz+oHsXT/AGfdWy78tQc0xtLgBXyOvw2A76HnKOi6CnQXTx92BHRDMtZQq6YU70K0JSGbLt2gIOsiEOVMBKUE5CIQL88lfI4YAshKfSoFr//9+FdbDisC9hKtZJ7xCuVZMo67yKEAEfUirmisy0HrUW3c9ZtTYlM4vuZYhc1l8DbS9UUtlmrX5NWYs69djWODv5fbUmHLryyfV4nrDzFuG0KxasGRG/REidCSE5TiAqS5X7g/64Y9gmx1YJ6vVjpCEPC5/R7SP/8RnCqxCxzYm9RVsTiL1Jef4A5NUMIj2PHiL25iGNo8mm5fjic7LpPF907l9MqDGjEUoGa3BvSffBf3r3qZ9g/2IbBmKD5h/pgCvdF7GdzEUD0FAd/IAKJ7NKTtw73p//md3LnqOUYteILe746kTv9m6IyaizzjQBKb31zIrMGfsP2j5ditTtpOuoMeUx8jvK127QVxafz53DT2vreAqmNvpuFb4zFFqHqQisNJ8vTlHHt7OoGjRxE98X5ElxXRmZ1L6lufkbfjGP4v/Q9DC+3l07Z1I4WvP4vTvyr6Z76B6q75ZAl5+c9IXz+LkpOG3HQQjrt/Qg6uoV6jvQTDolfQr/gfOP5SJlXvjbnfTzii+6ttFSc+m57BcOSXi3731uj7cASpLlmdOQHvU59etI86iYgtTNNYNGXPu7R+Lig6LRtblC5ccazc6dH6KMp5Mrsr8a9CJTm8THjWUzb6/X1yKDkksuJUfbHQ6FCM5bhqKgo6g47eT9/k/rzhs3U4bRWXyVu9U13qDmwOgL3Yxp8fraiwuf4KQRQxBqqyA7a8kms2byUqcT6Ih7UqBlLH0lUvpPlfQXE+AELTTtC6NyXTvwO7SvJMvfuTvfJPnDkuN3GjehQVQckpNUTFFBWGV6um7HtnDoqLPFbp2phOH99LwuYTrHl2Fk5XeIUpwJtmYzszav5E+n58B9U71kEQRZw2J/kpeWScyCB5XxJxW+I4uuIIsfP2sXP6DrZ+u5kDC2JJP5bmXjcEQcC/ahC1+zSh51sjuGPp03R4sn+pGGN7sY1jc3ez4M5vWffCHGSdgc6f3Eenj+8lsL6mu5q1+xQb7p1M+qFUmn75LFG39nInAloS0zny7BfkJhXQZMoHeDdt6O5XuG4ryZM+R9frFnzvexTBS7XIybk5FH38DiWrVqEb/z7iTaPdJeSU+CM4P34Yeddq5MgGOO6dgdRkgHtMXexCDNPuQcg6XfpL1Juw9PoCe8Mx7l1eO95Gn7Thwl++oKOk2UcookpsveKnosvff+E+5+5fyBC3W9qYuxRk60V6aJCvkByKgtZHppIc/hdQ6Va+TNiLNd08o9+lZZuVh+wz2UiuN/fIhtf+x1a3e12iO9YmYUc8BWcL2P3rLjrd17nC5uvwVH9SdsRhzTOTsPEY8euPUrt34wqbzxOmYF9suUXY84tRFOVfIzVQiX8mxEL1QSvXaotStYl7vxy7GSV2k/rBxx/dyCewbd2I46iqhSqGhuEMjabEZUUU/f3Qt25LytQl6meTgaixg9nz7nz3mLWGtKPZE0M4/NsO9nyzzr0/undjekwaht5DJD4nPptNn25g79w92Eq0de5CEHQCodFhRDSIILJ+JBH1I4lsWAXfUF+aju5Ikzs6kHkohRML93Fm7WEkF5lM2HiMhE3HiLmpKa0e7EGP7x4ldcMhjn63CktGPrJD4uQvG0hZE0uziUNo3qsNpyfPVkmwohD/20oyNu+j1uO34d+lHdm//IFsseLMzSP1zU8JHtqPoEnvY5nxg/v+2TasxnH0EP6PPYOuUXukXz+A3HSwWZB+/xjhyA50o57EOeQt5Oh26Fd/pMrdZJ/BMO0enP2eQ27h4ToWdVg7v4liCsR0YAoCCt4bn6Jk6DzkoDrnvWeyX10sdZ/E5+QHCMj4HnqWws7LL5q9rOiDsAfdhClvOaJUiDFvDfbQS1OAuDJyqCCgxscqih/gd5n9K/FPRKXl8DJhL746lsOMY1oMx/Ugh4Ig0OfZvu4M6e0/bKUkp+Lcrl6BPnR6ZqD7858fLS8Vo1SRMAaplkPZIeE0X9pDrxKVqGg4O97t3laK8pDmfen+rBvxOIoE5t+nu/eZbh5F1gyN+AUOH0ziNM0KX/PBYRz6bo3bXRw9tD3NnhzKri/WlCKGjW9rR693bkXvZUCWZE5tPMmsh37l+2Hfsn36tksmhqAmmmWfzuLo8iNs+Hw9sx+dxRe9P2PGuOns/2Mv1iIrkc1r0P31Wxi97Bk6PNkf71AXuVDgzJrDzL/jGza/vZiABjXoPf1J6t3Zwx0KYk7LY+dLv3D45w3UeXEcNe8fgmBQbRrmlEyOvfg1uaeyqP7ey/g0b+Q+r7zFqzn74VSMt92L79gHwKgSLzkjjYJ3Xsaemon+2SkI7ftr13JoK84vnkDJSkVuPhTHuF+Qw1U3tOC0YVj+DrptP5W+AYKArc3TOGqra5vgKMZ77cNgu7A4tLX2QzgD1PrZ+uJTeJ/+8oLtz8EWdqt725Rz6a5lT3IoXDY5LEAQ1OdepdXwv4NKy+FlorTl8O+Tw/TjGe7tyIaRV3ROfxcR9SJoMbwlsfP2Yy+xs/nrTQx8fXCFzVf7piacXnWYpC0nsOSWsHPyarq/fuEg7qsBU6CmZm/PL8Hge31K+VWiEucgR9ZHqa1mKCuKohLDkgIAhGZdoWUPir/+GMWixhEaO3Yje8V2FKu6/vj36ETy/O0oDtUSF3lzFxI2ncSSng9AcOMaNHpoAJten0/8uqPueds+0pvm93TFWmTl4IID7Ju9h/zU/FLnZvA2EtM5Bu8gb4y+Jky+Ru1/PxN6o568pFwyTmSQeTKD7DPZyM7S1VZS9ieTsj+ZNR+spk63ujQd3Iw63evSdHRHGg5vw7F5uzn4yzas+WYUWSFu+QFOrzpIvZtb0ur+HlTv15JDny0mO1aVr0nfeoys3XHUv7sXzb54muQpC8g7qCalZCzdSt6uI8RMHIVv62Zkz5yP4nRiS0gm+cV3CRs7ksA3P6J4ymdISfFgt1Py4zc4Tx7D967HURp3QPrjcygphKxUnJOfQDfuVcR6rXDc8zP6dZ+j268SMf3mKaDISF09SroKApZuHyAWxKPLPY6uIB7vjU9h6fv9+f8ARD0lzT8hYNtgBMWB15mvsUcNQfJvcMG/G8mnGU7v+ugtJ9Gbj6AzH0fyaXjBPgCKLgIFAQHlsi2HYql4w+vzrKrEtUclObxMnBN0FXQCem/DRVqfH+5kFK6P5fAcuj/Wg6Mrj2AvsXNgQSxtRrersOQYQRDo/Pwg0vYl4CixcWpZLDH9mlK94/ldMFcD5yyHALb8EnyrhV6gdSUqUfGQOtztFjJWYjehHFRFjvENQDdyAva9O3Hs2w2A4B+AzbsK1lNqdq8hKoK8dCu2TDXu0K9hLWymQDJ3qbFrxiBfWrxwK2ufm03avgR1DJ1A15eHUm9QC7Z+u5md03bg+Iu0U1D1ILrd14O2t7XDehnxbJJDIvtMNpknM8g8kcGZbafJPpPtPnZy/QlOrj+Bl78XDfs1otktLWh2Z2caDm/L0T92cXDmNuyFVhRJ4eSi/ZxeeYiW93Wnw4fjSN98hMPfLMeWW4xkc3Bs6mpS1x2k+zv3UHz0FMe/moNss2PPzOP4q98R3q8DVd94lqzvfsGefBbF7iDrx1mU7GtK5KPPYVsxH9smVQfStmUDzoQz+D/6DPqnvsb5w2uQngCWIqTvXoZbH0fsNBjngBdRgqqh36AmCum3fAeKgtTtQe0mGHww3/QtvouGI9ryMKRsQt77CfR///z3zb8h1jqP4R33OYIi4XPsTYra/XphgWtBwBZ6K/qU9wAwZc/FXPPVi39JggFFDEOQs1RyqCiXXuNZ8CSHlZbD/woq3cqXCZuLHBp9vf527JoiK2SeUC2HAVEB+AT5XKRHxcE31I/OD3R1n9f6T9ZW7HwRAbSfqNUl3fb+klLW2IqAyYMcWjILKnSuSlTiYlD8w5Eb9VG3zUVqEooLulsnoAh6Smb+6N5n6HMzuYvXqB9EEX2zlhTsV61m+kA/QgZ25+TMja7jAs2eHsb61xa4iaHey0Dfj0ZTd0Bzlr6+mK3fbilFDGt3juG2L2/n4SWP0f3BHpe9HukMOiIbRNJsSHP6PNuXB+Y/xL2/P0D7sR3wDdPi06xFVmLn7WfG3dOY/dgscpPzaHFPV25f8CStH+yJwVd1/Uo2J3unrGfh3d+jDw+hz4ynibm1kzsppfBMOsvGfkR+jo1mXz9LQMt67jmyVu/kxEezCHnwboIGa0l35v2HSXrhf9CsE34PPu52M0vJiRS8+QL2U3HoJ36O0LiD2kGWkP6YjDTncxSHHanjWJx9nnSPp9/6PfqV74Ok3UfFvzqWPl+iCGqmtung98i7NaHz8mCJeRTJW82QNuRsxZC55qL32x48AEVU1zRj/ioE56WpP5xzLQuKGZRLV4yoTEb5b6LScniZOBcnZwq4uDbV+WDOK8FuVrMPw+pc24oh5aHdne3Z/8deCs4WEP/nGZL2JlZonecGt7TmzOrDpO1NoDitgB2frqxQ97JfTe0en5yxgahujRH1ugv0qEQlKg5Sk4EgqkuvvH6O6s4EhBbdEFv2oPjnb1EK1ZcYQ4s25Kzb566bHDCwNwmLVIsigkDN8SPY+5mW/dzovr4cmLWb3JPqA90U6E2/T8cQ2iCKRS8ucMtWCaJAq9ta03ZMe0KjS1vSU46lcXz3KYpzzZTkmSnONbu2SyjONWMptBIQ4U9UvXCqNogkqn44UQ0i8Q/zRRAEBEGgSqMqVGlUhV5P9iFhVzxHlh3mxLrjOCwqmTqz9TRntp2myaCmdH+sJ60e6EHj29qz/8dNHP1jF4qsUJCQzbKHfqbh8Da0e7wvNQa0Zv8H8ymMS0ORZGKnLCNoY3VavzIK8+E4EqcuRDLbsKXlcPSFb6hxzyCqvvoEGV9NQ8ovQCos5uz/vlCTVV5+m5LvJiOlpaJYLRR/+zmm7n3wufMllNW/IG9SYzvlHcuRk0+gv+c1pPZ3AgL6daq+pG7/PISs0zhGvA++6j2Uojpi7fgK3n++pfbf+BqKJQeaPFa+pU7nhbnhK/jvfxgAn+P/oyC8J4gXUK/Q+WALGYRX9h8IshVj3gps4aMu/EcHyLoocLiSm5ypyMaAi/ZRof4tKoqRypJ5/x1UksPLgNPmdEvZeIf4XqT1+VGUqSV+BERe6g+04qA36en6SHeWvaZmPW7+aiN3/nR3hWX1CoJAt1dvYcGdU3CY7ZxaFkvNbvWJ7tXo4p3/BqK6NSawbhQFcWkUnk7nzNzt1L2jW4XMVYlKXAxyXfVvTynIQd6yUN2pM6Ab+hCOk8ewbVaTRwQvbxzB0dhTVGu+KaYm2UcyUOwqwYoc2o3js//EUaS+sFbp2oj8Agfp+xMB8AnzY+DX9+BbJZB5T/3B6S0uEW29yLAPR9CgjxarpigKcTsT2PTjbI5uOXXRayjKLiH1aDpwyL3PN9iHqg0iqNowkub9GhLdqjqiXiSmcx1iOteh/ysDObbyCFu/30JhWiEocGTZYY6vPkbr29vQ+YGudHx6APWHtGLre0vIOqJWbzq+YC9JW07Q6dlB9PjuUU7O2MDJGRtRJJn8YylseuArmj42iGZfP0fcBzMoPp6IIskk/bSUwFb1qf360+T+Np+SPQcANVnFcuwUkY8+g33VAux/qhVObJvX4YyPw//xZ9FFxahxoA4bpJ7G+emj6O54FtqPQfEORL/iXQTJjpgSi/Hnu3GM+NCdee5oNBbBVoDXvsnqvd35OV55KVi7vON+KfCEI3IgjpCOGHJ3oDPHY0r8BVvtB8q084QtdARe2X8AYMxZgC3stou6iWW9VtVElFKQubT1VuCcZ8eLSvHr/w4q3cqXAauHTp474+5voDhbI4d+4TeGLEDTQc0IqRUCQPK+ZBJ3JVTofP5Vg+j0rJa9vPW9JZgrKFta1Oto8eww9+J5/Oe17nJilajENYdBTYiSV89UyQcgdh0CfsGUTPtOa9Z7EDnLXLp5ooi+SQuKjqoJGqaoUAqLIf+ESqB8q4UQ3rMlh2a4yunpRHq/PwqfiAD+mDDbTQz1Jj0jv7jdTQxlWeHQ2hNMvv1npoz79aLE0ORjJDDSv9w68CV5Zk7tSGDTtJ18OWY67w+YwpopW8g7q1qejD5GWoxoxUOLHqXPs33dZTwlh8TumbuYMvgrtn2/Bb9qwdw89T46Pj3AHddtzi5m3YtzWP/yXGrc3IHBvzxHQC01NlqyOjjwySIOTF5G3Zfupdodfd2/9YL9Jzn8wjd49+lN+H13gMtjYD0VT/IrH0LTzvje/9hf3Mwv4jSFon/iCwh3ESqrGWnaW0hrfkNqOgjHXd+j+KvzC0WZGGaORzyyUm0rCNhbTcDS+U3OkSnjybl47Xin/JsqCJgbvobiausd9zmC/cLrk+xdF6ePK9vZGofOfOSC7QFkXQ33tugspzzgeaH+jSpUJvL9l1BJDi8DllyNvFyJ5bA4S4v38Au/Mcz0ol6k6yPd3Z///Gl7hc9Zd1ALonuqb6+2Agtb3llcYbWXgxvVoPYwNZ5Isjo4OLni5qpEJS4GJSsVeadLhsbkg9jnDiwrFiGlqWRPV7sueXtOu6ugBPTtQcqibe7+/l3bkrh0DwCiUU/jCUPY9uFy9/H2E24isFY4vz/ym/tFz+hj5PZvRlOnSx0kp8yexYf4aOh3/Pz4HyQdPOvuGxEdyqCnejHmw1sYP3U0T8+7n9c2TOD92Bd4b9/zTNr0BO/te56n593P6PeG0GNcB+p3ro1/WOk1MSsxlxWTN/FOny+ZMm4muxcexFZiR2/S035sBx5Z9hidH+iC3ku1pp1TTPh+2BROrj9B41HtufX3x6jRRYspTNx0nPmjvyHzTDZDZr9M9C0d3Mcy/jzBxge/wlAvhsbvPYIhNBAAZ0EJJyZNpSC1iOpvPY8hSiV1stlC2sffUnA4mYAX30KsogpxK+YSij5/H8vOXeiemIzQqqd7DnnFNKTZnyJHNsA+bjpy9RYACJId/eLXEQ8scrd1NLoTccgPIKoE13hsJoZTmhSRJ6TAZtirqTI1orMQ77jPym3nCVvoMPe2KXfxRdt7Wg51UvJF26twIgjnCiT8fV3fSvzzUOlWvgxYPCxbV2Q5zPQgh2E3huUQoFHfxmz+aiP5Kfkk7Ign/VgaVRpFVdh8giDQ5aWbyTiYhCW3hJTtpzi+YC+NRrStkPkaPdCPtC1HsWYXkvHnCdI2HyF0ePeLd6xEJa4ypOU/g6zKv4g9RyIXm7EscREHUUSOaYl1vpqcYKgaSe6ZPGSrGqcc3L0VJ+bscI/VdMLN7Jm6BXuhGvJSq2dDavdvzm8PznSrInj5ezHqmzuo1rw6sSuPsvSjdeSmlk7OimoQwS1P96fdkOYUFF44ccvoZaB6kyiqNym9PhTllHB8y2n2LDxI3M4EFEVNjD21I4FTOxKY99YKWg1qQu8HOhMeHUKPCb1ofXtbtn23hdgF+1EkhaKMIhY8O4/anWLo+2J/+n4ymvh1R9nxyQosuSXYi6wsf24mdfs0pd0z/anSuSH7P5iHLbcYe4GZXS/PIHpoe5p8+iSJ38wlb6dqVUtbsInCg6ep89QjFC5ZSdGWnQAUrN6E5UQcVR57AsfK+dj3qvsti+fijI/D98EJCFXrIC9Tk4SUXauQ8jPR3fM6jjFT0K/+EF3sQgQUDMvfwSFLyK1GqF9lw+HgKEFeqdbP9tr2KlJwfeSwpmXuqbn+8xjTlyFIFkxJM7DWvBvZr26ZdudgD+qLT+pHCLIVQ/46qPacm4iWC9EPWQxClPMvw3KoJQtWWg7/W6i0HF4GLLkebuWQKyCHWR5u5Ygbw3IIqvWwwz2d3J93/Pxnhc/pFeRDt1e1ZJSdn68i70xWhcxl8POi2UStzvOhL5ZiL742QtyVuHFQkpF/XeeXz8ajHNisfvALQug+nOLp34NTjSU0dutDzvLN7vamtu0oOKC6hY1hQWQlFyO5so1rDmpD+qkcd3yef7VgWj/Sh9/un+Emht7BPoz54S6qNa/O5l928cuT80sRw+hW1Xng29t5duGDdBzeCt0VJGv5h/rSblhzHpl2F6+um8DAJ3sS7gpXAbCbHeycG8sHg6cw68XFZCXm4h/hz4DXBvHg/Iep000jQ/F/nuHHkd+z+euN1OhSnxG/P0qd/s3cx+PWqQLaxQV2ev40kSpdtYpLCYt3sf3Zn4kcPZDoR0YgGNRrKjmdwuHnvkLXohWRj41DMKqJH/bEVJJf+xi5aWd8Rt3ldks7DsVS+NaLKHXboxv7MuhV8qWc3I/zy6dQCvNwDngZZzutjJ5h5XuI++a6P4vN7sLecDSgWhh91j6KYMkpc+8UrypYaj+itlMkfI6fxw19Djpv7IE91DmkQgxFF1+vZV111/hFCPLFlRsEPCSNlErL4X8JleTwMuAZE3dFbmWPcfxC//44FYFmQ5vjE6xKWRxfc4y85NwKn7NGl3o0vFW1Fko2J+tf+cNd//VqI6p7EyI7qfFW1uxC9n15cXdMJf49kJ0S+75cdPGGFQhls+ZaFPuPxb53F87jqnVLDAunMLlEE7vu2ZmUJZqV0LtNM3KPanGGAS3qcnTOLgB0Rh093xrBkteWuHUG/cL9uOunu4loEMmaKVtY+O5q91gNusTw2IyxTPjtHhr3rOdOQJNlmbzMIuIPn2XfuhOsn7WHeZ9v4MeXl/DJA78xafhUPnngN3793yrWz9rDsR0J5GUWlQnTCK4aSN+Hu/LiykeYOGscnW5vjZe/q1KJpLB74UE+GDSFWS8tJjspl9DoUG778nZu/fw2AquqLmHJIbF96jamjviWpH3J9HhzOH0+GIWPy3NjK7Sw8fX5bH1/Gc2euoUWzw5H5yoJWJyUzZZHv6W4RKHpp0/iVd3lTrbYOP3hTLIPplD9necx1nC5k212Mr74iaKzZvyfehnBX00WlLOzKPjfK9hLFHSPfAi+riTC9AScn09ESY1D6vMkzg5j3dduWPUB4p7Z7s/Wjq/iDG+pfsclZ/He8CTIZevZW2MeQvJSrbHGrPXoszeXaeMJe5BWB9qYt+qCbeEvSSmXZD30tBxWksP/EirdypcBa+7VcStbPcrGeV9HjcPyYPAy0HZMOzZ/vQlFVtg1Yyf9Xx548Y5XiA4T+5FxIIm8uEzyz2Sx49OVdH350uqGXg4EQaD5k0NYv/80ktXBsVkbqTO4PbrqgVd9rkrceDj5ywbyTqXi36fmdTsH5expdSOiOjTpgvm1Z93HxDY9KJmjupN1wYEUZNmRSlTrTXDn5sStPOhuW++em9j0vhZn2PGpARxccYyzB1XyGFAlgDE/3EVQ9WCWfbqB9VO1OOJ+j3Wj/+PdSykSOO1O5n+1nrmfryUv89J18M7By9dIldqh1GpUhc63NKNx59qIooggCES3qk50q+oMea4PW2buZuPPO7AUWFWSuOAgexcfot3wFgx8oif1ezWgdscYtv+wlR3T/kR2yhScLWDek39Qp1tdBr1xM/cuf4l1b83l+DJV+Dtx43HS9yfS7dVb6PnDBPa8PZuCE6kokszR71aRubM2rd5+iLO/riRrrSoFlLlqB0XHEqj38kMULVtD4TpViDx/2Tps8UlUefZ1zNO/xXkmDhwOSn78BmnQMLwnfI70w6uQfRaKcnF+9Qy6u1+BXhPUxKE/1ZKHhjUf4zAZMfS4H3QmLH2+xnfRLYiWbPRpf2La9QG2Di+XzjLWeWOp/wJ+B58EwOfY2xR2WVFuljOA078Dsi4QUSrAULAJJDPozv9MKZWUIiUj0eS8bVV4iqFXupX/S6i0HF4GrpZb2eYSfdYZdehNNx4/b317WwyuLMFDiw66NRkrEnovA73fGYne9dZ/YtE+UneerpC5fKoE0/Bel0CuorD+qe+wZOZXyFyVuHFwYsYGTkxff71Pww3dzQ9gWTQXpVglYoY2Hch2ERcA7y6dyNt9XD0W7E9ujtPtTq41tD2xv+3C4fpt1hnQDF1YILtnqvFyOoOOEZ+OJLhGCKu/2VKKGA59/iYGTOjhJoaKorBn1TGe7/s1U19e8LeIIYC1xE7C4TQ2/bGf9+76hef6fMWKH7ZT4vEy7OVnou/DXXlt3QQGPtED7wBX5raksHNuLO8PnMKWmbvRe+npMaEXD8x7iOiOtd39T2+JY9roH8lJymXI5+Po/e5teLlesG0FFtY+9zvxm0/S7avx1Luzh5t4ZcfGs+3pn4kc1Y+6z45B9FLdyZakdI69OAW/fn2IeORuBL26HluOniL1kx/xHv8Upl79tGtcvhDzksXoHv8UobaLWNmtSD9NQt6zFqnHYzg73+dub1/6LvblH4GioPhGYun9JYqgzmE68jOm3R+qQZkesFcdhjNQTXTRF5/A+8R757/pogFHkCqoLig2jAUbL/gdlbYcXjwpRcBz7a+0HP6XUEkOLwMWTymbK3ArC6Lrtt+gybLegd40HazG9jisDk5tPHlN5g2qHU6HJ/u7P2/7cFmFuZdjRnYmuLH6Fm3OzOfP56e59eIq8e+Coigc/X4Vx3+4ePWJawUhujFSQFV3KTe8vLD7VkPKzQfAp0UTzq6Odbf379KGrNgEALwjArHpvMg+ngZAYK1QWj7Yk+WTlrrb937mJqKaVGXzL7tY9aXmmhz5xkB63tfR/TnhSBr/Gz2Nzx76nYxENYREEASadK5N79FtGPFkT+5/dwjP/DiGd5Y8xFc7n2H6qdeZvO0pXpp5N+PeHsyAezvSomc9ImuFlJK4SY/PYeY7q3i8wyd8/9xCzrgsmuAiiY9049V1jzNgYg+3u9labGPBO6uYOv53CrOKCY0O5Y5vxzDsoxFu2a+izCK+GfkVe+bupnafxoyY9Si1emqajbu+WMPOyWtoeH9funx+P15hqhvYfDaXrY9/h65qFM2/fAbvWmq1D0d+MUdf+AohvArV33keXZDqRbAnnyXl9U8w3jQU37vudxNN29YNFP88FfG+txBaqjF/yDLSrI+QNs1D6vEIzm7j3efj2PAt+mVvgeREqtIOa+dJ7mOmQ1Px+vNNUDxqUwsiJY3fQRHUF2XvhKkYz54/FMIerK2ZF3Mty/qabskc0Zl4wbauk/HYvkEfWJWoEFSSw8uA1WU5NPgY3RauvwOdKzhacko3rJxK40Gau+HI8sPXbN4Gt7QmsqXq8itKySN22pYKmUfU6+jw3lj8XdVTiuIz2fnyDCRbxZDRSlwfKLLM4S+XcurXTe59je/qfR3PSIXQ904sc2a4rUamngPIW+k6R70Oqz4AR74axhLYrhFnVmu/wRrDOnP4d9VCKOpFer41glXvrcLsWp/qdq9HmzvasnvBgVIxhre82JfOd7QBIC+ziO+fX8irN3/HsR0J7jbNutbli03P8fJv47j/vaHc+mQveo9pS+s+DajdrCrBkQHoDTrCqgXRtGsd+o5tz9hJA3l+2l18uukJfjr6ChO/GUWTzpq1z251sOmP/bw29Hteu+V7tsw/gCypZMjb34t+j3bj5VWP0uG2lu4+x7ec5uNbvufIhlMIgkCjfo25b/YDVG+pWr6cNiezn5rF2o/WYArwps/7o2g9vqe7/7G5u1n3wmwCG1Sn+5RHCIhRiaC9wMz2p36g8GwBTT+ZiH+TGAAks41jr32HObOIGu++iCFSXRecWTkkv/I+xDTG75GnwGVZdMTuoeiLjxBGTETsMtQ9r7z4e6SlP+Ls8gCOfs+7CaXu0FL0i14ByYmj4WgsXd52kzTjsZl4bX2lFEGUglpgbvSG+7PPkVcQbGWTWACcvi2RDZHqn07RTgTHBeLEBS8UnRrTKDqTQCkb91ganp6ti7WtxL8JleTwMnDOcugVfGVJJDqDZjlUpBuTHNZoVZOAKuobd/yfZzDnma/JvIIo0OWFmxH16j06NGMbeWcyK2QuU5Af/b6diFeImjGeczCBPW/9juzSlqvEPxuKJBP78ULOzNOyOJs/NZS6QzpeoFfFQ4iMRrIJOI6o8YNiWDiFCXkoDvXh69uxHVlb1MojOh8vzPhgL1B/f1V7NuXo0kNuI07bR/oQvzeFM1vVEAzfUF8GvXEzh9ac4PdXNEtiv0e70WOcqgm4ZsYunun5BZvm7He/nEbWCuHJb+/gg2UTqdtSi0u7XBi9DHQY1ISXfxvHh2sfp/+4Dnj7a+7IMwdS+fbp+bw65DuObI937/cL8eX2t29m/NTR+LsshMW5Zn58ZDbz3lqB3eLAN9SPMT+MpdXI1u5+u2fuZPZjs7AWWml1fw+6TxqGoFPXjqQtJ1n+yHQUnY6uX44nrKVKWCWrg50v/ULathM0evdhgjuoL8KKQ+Lku9PI2x9Hjf+9gLFWNbV9QREpr32E7BdGwFMvg5fqCneePEbRh29C7zGI/bVkFHn9bKQ5nyG1HIHpri9Bp7qwdSfWo1/0spsgWrt/iCKo52o8+QemfV+Uupe2mndhixoGuLQPT31c/k0XRLf1UEDCmL/2gt+RpK/lautAlM5esK2CZ+Z6JTn8L6GSHF4iZKfsrqt85eRQ+8FJjhuTiAiiQOMB6qIpO2V3TdZrgeCYcJqP7eKee9v7y1DkiiHRATXC6fvN4+i81QU8fesxDny66Ia16Fbi0iA7Jfa9+wdJy1ShaESBVi+NpPaw60sMAYT2/SmZPcP9WdexN8U7Y9XtQH9y4jQLUXDPtqRuVn97Bj8v9FWrkO+SegprVJWIdjFs+Hydu/3Nbw8lLS6LGc8scP9mut7Vjv4TVD3PVdN2MO21ZdhcsYo+/l6MeaUfH6x+jHYDGl3VkpnV6oZz9xuD+Grnszzw/lBqNa7iPpZ4NJ13x0zjs/GzSE/Qrrdhtzo8t+hBmvSu79637be9fDbyR1KPpaMz6Bjw2iBGvDvS/QKZsCOeaWN+JOtUJvUGtWDA5Dsx+KqENPvYWZbc/yMlWUV0/HAcVXuo+oKKJLPv3T+IX7CTBq/fR3jf9upkssKZybPJWL2b6m89h1eDOupus4WUNz/FZpYJfOENdyazlJxI4XuvQ6u+iLc+7rYUKjtXIk1/G13D3pju/Q7FTRA3oF/4EkgOHPWGY+n1uduCaIr9Cv1pD/UEQcDc8BUUnfq8MSX/hq6w/EootmAtadCYt/KC34us16y6ojP+Ai2h0nL430UlObxEWAs0y5n3FZJD8R9ADgEaD9KEWq+laxmgxbhuBFRX9dEyDiRxcsn+CpsrrEkt2r9zF4JL3y1p2R6O3UDxaZW4PEh2J7snzSJlrVpLV9CJtH3tdmoOaH2RntcGjpwi5HTVYqOvU5+8rdpvy9isOSVn1FhC7+goEraecR+rM6YnB39TZW0EUaDDU/1Z/NIiJLu6hrS7qz0RjaOY8exC97rS9pZmDHu5H4IgsGVeLL+8scI9Xu/Rbfhk40QGP9gFwwUS4xRFITezkMN7zrBm3m5+/WoNS2ZuI3b7KbIzCi76IuXlY6TXHW3437KHeWXWOKI9hLP3rD7O832/5tf/rXInrviF+HLf17cx8o2BGFzVUzJOZ/P5qJ/Z+NMOZFmh09jOPPT7o27ZrfyUfKaP/ZkTa49TtV0MN0+9D19X3fritHyWPPgTmUdSaTvpDqKHaVVVjkxZwZHvVhHz5O1E3drLvT9p2jJSfltDtdeexKely7Jod3D2/a8xx2cQ+PLbiKGq61nOyqDgf6+i1GimaiHq1HNWDm8n75MJiDVa4xj5CYpeJay6kxvRL1AJorP2IGztX3TP673lRXSZsdq994rEUlcV0BZQ8Dk6qUwCC7jK6XmpGpF68yFE2/llamR9tHtbdCact50K7e9CqCSH/ylUksNLhNUjU9kr5MrkZ0pbDm/cH1xE/QjCYsIASNmfTMHZ/Gs2t97LQOcXBrs/7/pyTakKNVcbEW3r0uYVrXj9qZkbOT1320V6VeJGg9NqZ9crM0jfehRQS8u1f+cuqvVufp3PTIN1k+b2k+u0wJaoPsiNtaqTvl1L/hKq18DsEuwOa1mbxH2p7gStRiPbcXD5UbJPq1bEiPoR9JjQiz9eX06RS2S/fufa3P6/IYiiwO6Vx/juuYXusYdN6M797w0l4C86q5Iks3bhbr773yLeGP8T4wd8yNAmL3J7+0k8NfJLPnzmN6Z9vJwvXp3Lc2O+YXSHNxjW7CUeHfIJ706cwYzPV7J5eSzmYit/hSAINO5Um7eXjGf8R8MIcrmPJYfE8qnbeabXF6yZsQvJKSEIAp3vaMPT8x+gmsviKDkkFn+4lp8enYO50EJMhxjGzbqfKo1ciSUWB/OfmcufP20nOCacIT8+QGgDV6xhkZWVE2ZwZu0Rmj85lIb33eQ+r9Ozt7L/vXnUvPdmat6vyWelLdhE/DfziXr+Ufy7nrMsyqR/+ROFuw4T8Mrb6KqpLnilsIDC9ycheYeje+BtMKquZ8eJfeS9Px45vEFpgnhqE/r5L4DTjr3pfdjrj1LvkWTHe+3DCMWau9da6z4kn2gADHm7MKYvKXNvAezBnpqH57ceSh7kUHcZ5BBuXENGJa4+KsnhJaJUpvIVWg71Bu0H57TduORQEIRS1sOjK49e0/mrtY+hzgD1oW4vsrLzi9UX6XGF8/VuTrMntAoqh79cRsqa2AqdsxJXDw6zjR0vTCdz1ykAdF4GOrx3N1U6N7xIz2sMi+qFMLTrRO4qTWJGCo7C6arYE9C2EQnrXMLYRj3hPVqQvFUljt6hfgQ3rcne31WXud6k55b3h7N/+VEOrVGlb3yDvBnz/lB0epFDW07z1cQ/3G7mfuM6MPLpskk5e7ec4M5ur/PC3V8xd+pGtq0+RPzxNKwXkbIyF9s4dSiFDYv38cvnq3j70enc3n4SHz07i0O7TpexLIqiSI/bWvHJxokMm9DdbbUsyjUz7bVlvDb0e1JOqnHGkTFhPPH7vfR6oJNbDvDoxlO82e9zUk+kExgVyF0/31MqgW7j5PWsfHs5XkE+DJoyjuqdVIua7JTZ+Pp8Ds/aQYN7etPi2eHgyq5OWRPLzpdmEDm4KzFP3uHen7V2N6fe+4XwR+4maKB2z7KmzSF36Qb8X3gTfd0GACgWC4WfvIPTUlos25l0EucXTyEH1sJx26caQYzbgn7BCyA5sHZ+A2cVlYCKlmx81jwEDtczR2fC3Oh199zex98FqayyQums5ZXlWhjVCfyRRfWlX3QmonhmSv8FlTGH/11UksNLhNWDHF5pzOG5QvMADuuN/YNrMlBbdI+uLD/epSLR4Yl+GF1aaKdXHiJ9/6XIL/x9xAzvRP27NffSvvfmkns4qULnrMSVI//kWbY8MoWcWDWGSu9jotNH9xLR9vy1aa8rDAZsQjBSoWrl827RhMw/VWInepvIOmsFF5mrN6YH+6ZrJLL1Q71Y9b72otT7mZvQeRtZ8D9NxuS2twYTEOFP0rF0Phs/C6fL9dzt1paMfX1AqdhCm9XO5y/N4cWx33LqcGntO71BR/WYcNr1bMQt93TlkdeG8fq39zLxnZGMuK877Xo2IqpmKKJYOlbRarazeu4unh71Fc+N/objsWV/t16+Jm57pg8fr59Ap6FaWbzEo+m8fsv3HN+l9tEbdQx5tg/jp47GJ9AbgIwzWbwz6AvS47IweBsY+u4wuj/e0z1G7Lz9LH9zKUZfE30/Hk2DYVpIwa7Jqzk+fw/RQ9rR/q07EY3qepy56yS7J/1GRP8O1H/lXnfJvbydR4j76FfC7r+D0Du0Up95C1aSv2IjAc++hqFZK3Wnw0HRlx8h2RT0j3+KGKJmEZNzFueUF5GjmuEY9bkHQdyKfsW7oDNi6fM1UoCaLKLLPYb3lpfdcznC+2APU69PZz2L9+kvy9xPxVgFh696HjpbIjrL+V/mz7mWBcUCjgslpXhYDoVKy+F/CZXk8BLhGXPoFXhlbmVv1wIHUJh28fqW1xNB1YMJr6eWncqKy7zmiRreIb60e0xzAR1fuK/C52x4301ED1Xf4hVJZu87s3GUlHWTVeL6Q3ZKnJixgc0Pf0NRgmptMvh70/nT+wltHn19T+4CMHbpTd4GV/yg0UBhnuy29Pi3a0bB6Qx1u3YkxVYoSVfXiartY0g6nlVKtqbVba2Z9+YKbCWqha/9iBY079eQkgILnz8yG5tFdUW3G9CIBz8Yiihqy37y6UwmDpvMsllaRnejVtG8OfV+Zm59jaXHP+Tn9S/z7rTxPP7mrYy4vwfdBjRnyF1deOT14bw7bTy/bH6VJcc+5Ic1LzDp23u5+c7O+Ppr1TQO7IhjwrDPeevRaaSUozwQVi2Ix78YyRvzHqBaPTWOz2Zx8NF9v5bSRmzQtQ5PzbuPqg1VwmUpsvLzY39gKbQiCAJdHuzK0PeHucN2Di85xOGlhxD1Il1evJlWD/Zwj7Vz8moKU/OI6taYzh/fi95PPd/MXadIXrmP0C7NafTOw+h8VBKXt/0QuZtjCR01hIiHtNrLOXOXYs/MwX/i8xg7dlUHl2VKpn0HIVGEvPIjuqhodX/OWeTlP6PUaotj1GQUgzqn7vAyxLitKF7BWPp+j2JU1RMM8cvQn1mm9hUEzI0mubUPvc5MQVdQNg7cHjLIve2VOavM8XOQPJJSZMvx87bzFL4WKLlAu0r82/CvI4eFhYU88cQTVK9eHaPRSHR0NK+88gp2+5VV+XCUaDUmjX5XphQf0SDSvZ1xPP2KxroW8AtTY4MUScFWZLtI66uPugNbuK2HCRuOYi8nnulqQhAEmj0xhJCmqt6iOS2PQ5PLj/OpxPVDcUoOWydO5fgPa1BcunmB9arS7auHCG5U/SK9ryO8vClKs4BLMsmrdUsKj6sWO1NUGKmxmiWnzpgeHP5NJW6CTqTxmM7sn7MXUD0QA14dyMFVxzm6KQ6AgHA/bnmpL4qi8N2zC8lIUDXvajeryqOf34pOr7kJ1y/ay2NDP+XMcXU+k5eBV764l182TKJz36ZEVg9Bp7u0R4TRpKdWvSp0HdCcJ/53G7N3v8nzn46hWu1wd5styw9wf98P+PL1eVgtZdfjem1q8M6Sh2jeQ7X2WottfHD3DJJPZLjbhFYPZsKv91CjiVoPOSsxlxnPLnDrJjYZ2JTBb2txg6v+t4K85FwEQaD1Az1pOELVeXRaHWx5exGKrBDaojZtX7vd3efw18ux5hYR2KIedZ65070/fsp8HAXFBPXvScgIV3awUyLjm+kgivg9+Dj6mHoASGmpWJbORxdahaAnPwODq6b01kXI8UdQarXB2e8F99j6le+BtQg5qA6WLu+493ttn4RgVuNKZb86WOs8BoCgSPgeeg7k0rqs9uAByPpgAAz5axFtqZQH2dDAva1YLpRsaERRVGOIwI1tyKjE1cW/ihwqisKIESP4+uuvueWWW/jiiy/o0aMH7733HrfffvvFB7gA7MUaKTonk/B3UaWhJumQcTzjAi1vDHgHa5ZOc/610Tv0hN6kp05fNfZRsjk5s7bi3duiXkfrV0ehd1kOklft5/Tc7RfpVYlrAUVRSFi8k433f0HeEZfLXxSoP7Yn3ac8jH90xPU9wYtA37glxbvUTGpdYADZx7Q1wKtxfXcSSni7epxad8Kdjdz0jg7smxeL7FSJUIe7O6LzMpRyJ494bQDe/l4s/XYre8/FHwZ688Q3ozC6hPttVjufvTSb956YicX10luzbiRfLX6KEeN6lrIs/l2YvIz0HdGOH1a/wMS3RxIcplrDZElm8S9beWrkF2Sm5pXpZ/Qy8OS3t9OoQzQAxfkW3rvzF9LjNbkbk6+RidPvw89Vper45tMs/3yj+3iTgU1pNtQVq2y2s+gFLXu7/YR++EUFAZC+P5Ejc1Qx8ciODah+k1qyzlFk4dAXqkZkaJfmhHRRx3IWFJP4gyo1EzLyZgxR6t+Z9cRpCtZsRhB1+I57CHQqAbcsW4AtKQF9ZA3EgfeoJ6coSLM/RXHYkZsNRo7pBIBQlIl+7SfqPDGDcdRWyadoy8dr26tuq7KlzuM4/dUYWn3REbzOTCl9A0UvbGGu5BYkTFm/lfv9SIY67nhC2XLh9VRBvV+CUERl3OF/B/8qcrh48WLWrVvH5MmT+frrr3n44YeZPn06L730EgsXLmTbtr+ffepprTL6XVkB8tDaYe6ayun/AMuht4cb3ZJ/fUrM1RvSyr19amnsNZnTNyqE5k9rMUaHv1pG2pZrm5RTidKw5hSy88VfOPDJInedYd9qIXT7cjyNHuiHaDi/JMuNguKkfPe2vkFDrGmqdc+vcW0SN59wHwvv0oTEjSrB8w71I6JdHbfeqG+oLx3GdWLpx+spylbdfU1vakDzfg05+mc8sz9StQ8FQeDRz28lvIZqTbLbnDw/ZgrLZ+1wz9NvZHu+WvwU0fU1iZmrBb1Bx5CxXZi+6RXueXogXj6q3l/ckVQeG/oph3aVrZ9u8jbyzI9jqOOqhlKQXcy7d04nKyXf3Sa8ZgiP/XA3ok51766fup39yzWS0/fF/gTXVKWw0o6cZfPXavUZg4+R7q9pv+k936yjIEklnk0nDMboWuvObjhE2jb1Xtd+9FZ0vuqan7VmFwWxJxFNRiIfvts9TvaMeThz89HXqIX3QFfFFEki8+tPUWQZsdtwhBoua11mMvKaX0EQcAx8GcWkklzdoWWIJ9XztHZ+E9krVD3npHUY4haqfUUjJc0+RhFUYucdNxldkfY3A2ALuw1FVM/XlLMIwZlPGQheyC4xbOxJKNL5lSAUJUjrVmk9/M/gX0UON27cCMC4ceNK7R81Sn2T2r7971t+HCWaG+RK3cqiXiS8rvrWmZeUi6342rtqLwfeQZrl0HIdLIcAYQ2jCK6j3rPMQynkJ2Rfk3lr9G1J/bE91Q+Kwp63fif3SGWCyvVA6vqDrB83mYwd2sMwemh7ev4wgZCmta7jmV0erAmqdI0+MpyM3S4dQ0GAyCjsherLV7U+zTnw+253n7aP9WHTN1qN5G6P9iD5SDo7/lD1P02+Rka82h+71cEPLy52ZyYPm9Cdlr3quft9+/ZCju5LUPt4GXj2o9E89/FovH2ubE27GLx9Tdw1sR9fLnySqrXUTNn8nGKeG/MNS38tuy57+5l4Yfpd1HTFF+acLeC9O6eTl1nkbtOoaz2GvtDX/fn3l5eQekx92Tb5mrjlg+Fuoewd07aTsFNNVopqE03jUWpMsWRzsvntRciSjCnIj6aPa/JZBz9bhKPYijE0kJr3aa7qM1/+gWx34NOsIQG9XWL9ZguZP6hWOu8htyJGqN4h6/EjFKxaiqDTobvjabcGorx+DkrqaQiogvOmZ91j61e8C+Z8FK8QrJ7u5R1vueVtpMDmWGs/BICgOPA99CzImkVP0QdiCxnmOm7DlDWn3O9E0mvJWor1RLltQLMcAgiUtfZW4t+JfxU5fO2119i/fz++vqWzibOzVSKh1/99q4Kn5fBK3coAkQ21uMPMkze2a9knyMNyWHB9LIeCIFDv5pbuz6eWxV6zuRve35fqfdW5ZbuTnS/9QnFK+XVOK3H1YcsvYfcbs9jz5u84XOTJFOJHh/fvpsUzw9yu/38alIhqSK5Ep+AuLUg8J11j0KGLDKfA9QIU3rQ6Tp2Bs67kjLCYMBoPbMrcScvdYw1+ujdBVQJY+t02MhJVS2SD9rUY8URPd5v1i/ayZKbqPTGaDHwy53H639a+wq/TE9H1o/hy0ZO07qZWQJGcMpNf+YMvXp2Lw17aZekb6M2LM+4myqW1mpGYy/t3/UKRh+Zst7HtaDdcdfs6rE5+euwPSlylPqMaR9Fzokt5QIElryxyJ/K0fbSPW2Q/82AyR1yW1Op9WxLRXiXT1qxCjn6vuuwjB3bCv7GaxGFNzSJlliqSH37PbegCVJd58Y59FO/aj2A04TfuIfc55kyfipSXgxBVG7HPHepOWcI5+xMUSUJuNhipnlrBRjDnol/1PigKzui+2OsOU/fbi/De/Jy7/rKl7pNIvi7R64IDeCX+XOre2SLGuN3Gpuw55UrfyAYPcniBpBRPcoiQf952lfh34V9FDkNCQmjZsmWZ/VOmqHEZnTt3/ttj2z0TUq4KOdTiDtOP3diuZc/s6uvlVgaoO6C5u25q3PID7tirioYgCLR6YQRhrWIAsBeY2fH8NGz5ldl7FY20bcfYcO9kzm445N5XtWdTev38BFU63WD6hZcBY63qZO5WXaqiyYhFMSHZVDd5jUFtOTzHZTUUoP0Tfdn05QZ3315P38T6H7eT6YrDi25Znc6j25CZlMvib7aoY+pE7n17MKLr95IYl8FnL2kWpMffGkGD5jUv6VwVRSElKZ3Vy7fz+QczmDj+Pd58eQq/z1jBgX0nMJsvL0EsIMiXd38ez633a9nDS2Zu44W7viUvu6hU28BwP1769W7CqwcBkHIyk88eno3TFUMoCAIj3xhEzeZqgkre2QJmv7bMrarQfmxHandSf7fFWcUse2MpiqJg8DbS7bVbcFWuY+9368mPz0IQBFo8M8xdTjNh0U5yDiYgiCIxE0e5qyidnbMWc0IaOn8/wu+7w32+md//hmS2YGjUFFM3lZjKFjPmmT8BIN40Gqq4rNwpccgb54Ig4BzwEop3IAC64+sQj6pSRdZOk5B91WvTp+3EeFgdB50XJc0+cpfe8z71GYJVMzLIxijswf3UOaUCjAXa3885SAbNoixbL0AOlWD3tkD+edtV4t+FfwQ5TE9Pv+C/4uLzx0vMmDGDefPm0atXLzp06HDedhfDuWxlnUmPqNddpPXFcU7VH278jGXPhJTr5VYGVdamRhd1QTNnF5O6s2y8UkVBNOhp//ad+NdWXdslqTnsfHkGsrNS+6siYM7IZ+87c9j18gxsuerv2xDgTdtJd9DuzTGYgq5Ma/R6w6oPcOsYhvXtQNJ6NWNU72vC7NC5E+Dq39ySpANp5Lvi7aI7RONXNZD1U1VXrKgXue2tQYiiwPQ3VuBwieoPuK8jNVyqCBazjbcf+dktZt331nYMGHXhtTAvt5A/flvFw+PeolvrexjU81GeffxjfvpuARvX7mbe72t4d9JUxo58iU7N7mToTRN465Up7Nt97JLkrnR6HQ+/NoznPh6NwaUzeGjXaR6/5bMycjehUYG89Os9BEWoFroTuxL5/qX57uMGk55xX47E1xX+cnjtCf6crUpeCaLAze8MxceVvBK36RSHFh8EoErLmjQdrdbaluwSm95aiCzJ+FQJptEDmrs69qP5SHYnPtFRVL2tD6BKXJ35Yg6KLOPfrb27xJ4zN4+c3xYA4DNqLLrAIADs+3Zh27MTQW9Ad/szIKiPXnnVLyiZKeAXhrO/VkZPv/pDKM4Goz+WHhoJNO35BDFXdQE7g9tgqzFavU6pGJ8T75a6b7bQEe5tY+6yMt+BIkaiCC4lCuvx84pml3IrV1oO/zP4R5DDqKioC/57//33y+23ePFi7r//fqpUqcK0adOu6BzOuZWvNBnlHMLrRSC4gqlvdMuhw6LJJdgvUi2houHpWk7589Q1ndvg703HD8ZhClUfUnlHkkh3Ba1X4urAkl3IwclLWHfnJ6Wq00R2akDvaU/cUGXw/i6M0TXIO6TGrRpCAshJM7uJYvSwTpx0JVzpTHqa3tWF7T9sVTsK0Pvpm1jz9RYkh2o1731/J6LqR3B42xli16sVVIIj/Uu5k2d8vorEU6pVKbpBFBPfGVlKBNsT+flFjL/7dXp3uI+3X/2O7ZtjKSy4cNlKRVFIOJPK3FlrGHf7Kwzp/Th7dl6aokC/ke35ZPbjhESo1UQyU/P49MXZZdpF1grhqe/uQG9UX8yXfL+ZjEQttCMoMoDb39XiAld/vcVNUv3C/Bg0SYsl/PMnLcaxzUO9CaylJn5kHz1L2t4EQBXDD26slsYrTsomY4dqWas+ui9e1VR5nqKj8RSfTEIQBCIfugvBqFob81dvQrbZEf38CX/gMfdc1jUqQRNrNUTsPlzd6XQg/6lmRsuNbkJqrFY5EayF6A6q8llSVAfsze5X98sOjEd/cY9pqf88skG1OBrPLkRw5LuPSb4tkIxqUo++eHfZxBRBQDrnWpYKEaTzPYf8UBT1vgvknqdNJf5tuPFT+4CpU6de8HirVq3K7Js1axb33HMP/v7+rFixgpo1L82FAhAcHExwcHCpfQ7Xm7xPkC+hoaFXRQy6SoMo0o6eJft0Fj5GH7wugXiek5kICQm54vkvBYqisGemFhjfqEfjS5q7os7TFlPNve3l5X3F41/ueYaEhND51TFseOo7ACzxWYQMr9jv4lp/538XV3KexWdzOPTTak4t2IbkEXtm9Pem3XMjqTes83kJzV8hCMIF5Vjy8q5vUL2s93dv1xzWmz+/Vl2I3qEBSIqXW7qm9V3dSdye5A7laHVLa8KqRRK7Un0h8Q/z47aXhmD0NjD/s03uMR94ezjVaqqZxycPJTH/R/WY0WTg418nUrWa5rXwRHGRmTHDn2XfntIZ+RGRITRrWZ9mLRrQvGV9GjWJISM9hyOH4jh88BRHD8Vx/OgZbC63eFJiGhMefJc5Sz6jRauLu/679Anhty1vcV+/dzibmM2hXWfISCqkUcvoUu3a9wnh9qf78ev7KwDYueIwQx/WXNPdR3Zk15wDHN54gsKsYmy5TqrWU62nHUZ0ZNe0HSTtTyI3IQeTYMLXVemqy+MDWf7cTPUenMklZEBb9X6PH8T6J9XfuT053/13HXNHf45+orYXsooI6RwCISEUde9I9trN4JTwsdjwiaqC0KMPWT98jVSQj5KR5h5DGnY/2ZvmAaDPzyL43P5+j2M9qsY5epkzMbn2Kz1fQTr0AwAmSxo+7t9YCNS6FeJ+QkAhWJcNITHue6JE9oNk9ViQmIjgcQxAUloiZccCEGBKQRfYhPJgKY5CllIQhVyCg70RBO9y21UkbpR18EZfX64W/hHk8IEHHris9t999x2PPvooISEhrF27lhYtWlzR/LJTcsccXml1FE/Uah1N2tGzKLJCysFk6naud/FO1xintpwkcU8CAJH1q9B0QLMLd6hg2K6ipNDfRUQLbYHNOVqZuXwlKEjM4NCPq4hbsgPFI4ZU722k8Z29aTquL6bAf7YL+a/IORyPCJjCgkg7keXe33hsHzZ8tR4AnVFPs1Gd+OKWLwDVPdr3qX6snLLRnYnc94FumHyM7Fh+iBOu32h04yh63KYKPcuyzLtPTkNyCUTf+8zN1K5ftdxzslpt3DfmFTcxDAoOYMw9gxk6vDdNmtctQ8xr1IqibQet7rq5xMKKpVuYNnUB+/cco6TYwt23vciCVV8RU+figuThUcHc+8wQ/jdRTaxYMG0jjT4fV6Zd12Et3eTwz+WHSpFDgMbd63F4o+p2Pb41zk0OAWq2rkXSfvX3mhybRMNejQCo0kwzHGR4lA8Mrq+dd94pTUzaL1q7hyWJmmC5Vw1tvzU1DZ+YWgiCgLF6TSwF+UgF+cgWC6K3N2JgGOgNquUwJ83dTwzWxpDztf2CVyAY/MBRjFL0l3J3AR4lIgtPQ5hHklFgKzh3SQV7IaxXqa6Ct/YdKuZDENif8iDqaiJLKYCCLCWj09cvt10l/j34R5DDy8Evv/zCww8/TNWqVVm7di2NGjW64jGthVoShleADxaLBbP5ymPvQhuEurePbztOSMPQC7RWce6tKTe34s37iqKw4iMtVqXj/Z3Iz8+/pL4VdZ656ZqEjaSTr3j8v3WeOjCF+mPLKSL7SCI5OTmXbNX6O7iW3/mV4HLOszA+g1MzN5Ky/qDbpQqg8zZSe3hH6tzWBa8Qf0okGyW5lyf15OPjU0ax4EZE1QFd2DlVTRTwDgukxKK4w1fqDW7BnyrzYqYAAEspSURBVHN3uEXnmwxqikW2sfk3VbTZ6GOg1bDGZGdn89Mbi9xjDn+iBwUF+QAs/XU7h1xJLzViIhh6T+dyvxuHw8lTj3zI9i2qLE5gkD8/zHyD+o2igUu3hPTq25bO3Zvz8D1vsXfXUXKy8xk97BlmzH2XsPDgi/Zv37s+3r4mLCU2ls/ezj3P9Mf7L8l//pEmImoGk5mUx6Gtp0iOT8XXI2GuajNNAP3gxmO0vEVb/0Pqaevrie3HiWihEkclQIfey4DT6iD9aLL7HineAjovA5LVQc5Jbb/TQ9or71SStj9QswjnnjoDTeoTEhKCPrIKHFHjHLNPHkdfw5WQEhiu1lzOPqt9L4qC0eCF4LDizEkp9X35+kSiKyhGKUolNyfHXcLPQATnZrZkHcYSpPUR5NruiEFHzi6Kg//y/Svh+AkGUBw4iw9QeJ7friiEYHAZy4qLTiApYeW2q0jcKOvgP2V9uVL8I2IOLxVHjx5l/PjxhIeHs3Hjxr9NDPPy8sjKynL/Oxufoh00iVeFGAJUa669mZ49WH6Zo+uJxF0JpMSq1x4aE0bDvldOtK8UnlnjV0NS6O8iqL7q3nYUWzGfvbFJ242E3MOJ7Hp1JhvGTSZl7QE3MdT7edHgnt70m/08TR4agFeI/0VGOj/MZnOp3+9f/0nS9U8i0gf4kuQRa1z71k7sma66fwVRoMGItuycvsP9ufODXdk6cw8Oq+py73hbK3yDvNmx5AjJripLMS2q0aaf6sbNyyrixw+Wusef+M5IjKaytgBJknjlmS/YvH4PAL5+3syY+4GbGF4uTCYjk79/iXoNVAKUmpzBI+Pepqjw4pn9Pn5e9B7aGgBLiY0NS/aXaSMIAq1vUsWkJadM7MbSccfVGlXBy6VDG7crsVT4T9VmWkjK2cOa9U3UiQTXVYliUWqem6ALooh/tLq/5GweTlfJP2NYEKKXGl9oSdYyhI1RGjF1pGlJNYZITVxcztL2CyGu9lYziqX43AWi+KtzCkWZpZJEFF81HEBwWsCuZXVLvlqdZLEkodT9UIyRSAa1n958BJS/VDgRjAhe6v0U5UwEqfy1TFG0eycIZ8tt81/BP2F9uRr4V5HDN998E5vNxoABA9i5cyczZ84s9e/gwYN/a1x7kYcr0//quTJDaobg5aoZnHow9arEMV4tKIrC1m810d0u47u6ZTGuJ0pVqrmu5FBz/+Sf/G8vlheDIsmc3XiIzY9MYctj35WqMmMM9KHRg/3oN/t5Gt53k7tCxb8dId1bk7ZVjR00hfhjRY/VZSWsfVMTTmw8hbVQ/VtvMrgpfhH+bP1VJXCiXqTHPR1wOiTmfrbePeaoZ/u4LdjfvrOQYpfHo++ItrQsJ2RFURTefvU7Vi5VE15MJiM/z3qX1m0bX9G1BQT4MmXaa1R1JW6cOJbAkw9/gM128WS2QWM6ubeXz/qz3DZt+mpxjHtXl5Zg0elFYtq4EklySsg4rXkagqoF4R2s/n2lHT5bar0Nra+5n3NPaYQvIMa1X1EoSlD3C4KAdw11vzU9B9kVI2vwIIf2NG0MQxWNHEpZHpq2wdqc5HrsD3CRQ4cFrBoJlH21WFGxRHuxkL1rorge5TpzPH+F5KsmcQmyFZ2lbBKf4K2FCukc5UvaKASjKOqzSiQVuHGeVZWoGFz/p/1VxKZN6pv3jBkzGDt2bJl/8+fPv8gI5cPmQQ5NV5EcCqLgfps155aQn5p/1ca+UiTtTiR5nxqsElo7lEb9ruyBcbXguEEsh4ENtDfp/JM3ntX3RoDTbOP03O2svfMTdk+aRd5RLZ7LFOJPk0cH0Xf289S/qyeG6xQ/ej2g8zKRk655H+re0ZUjs3e5Pzce1YFdM1T3saAT6DK+GzvnxmJ2CdC3HtyE4KqBbJkXS0aCaulp1DGapl3VWNh9W0+wfpEq5eIf5MP4V7RyceegKAof/28a82evBUCv1/HJ18/SuVvZ5L6/g4jIEKZMf52gYNUCvHvHYV5+evJFrSr1m9WgXlPVo3LiQBJxh1PKtGnQriZ+LmH+A5vicP5FPLuuqy4zwOldie5tQRCo2lR9qbPkW8hL1tzlofU04pVzSiNeATHa/sIzGoHzru4igrKC9awaN6rz80X0V6VhSlsOPeIIPcihEBTu3lbytPaKv0YyhSKP/R7kUDBr8YjoTMje6nokliSUkaRx+moZ/vqSQ/wVoo8nOTyf+oKAjHodgmCBSr3Dfz3+VeQwPT0dRVHO+++NN974W+Pai7SYw6tpOQSo1tzD1XEDuZa3fudpNex2Q1gN4cYhh56Ww4ITlZZDT5jT8zj6/SpW3/YBh79cijlNewj7146k1Yu30nf2c9S9vSt6l9jwfwkBbRqStlW10JiCfZFM3pSkqzVrq3euR9LBs5rVcGBTAqMC2TRNq4Xc875O2K0OFnyhZSiPek61GiqKwtT3lrj3P/jSEIJC/cqcw7dfzGHGT2o7URR577Mn6d677VW9ztox1fjqx1fw8lZ/p2tW/Mn7b/54UQ/JoNGa9XBZOdZDnV5H+/5qVq212MbRHQmljtdpr5VSjPMgh4CbHAKcPaSttyH1NeJVruUQKDyjkcZzlkP4i2u5ikrsnDl5yDZ1rTJEamN7Wg6FEG0MJU/brwRo+4VCD2Hr81gOAWSfaHW/sxDBUTpGtDQ5LOs9E7wbcY4KiI4LlNFTtHsn/sddy/8F3BhP/BscpS2HVzeFv6oHOUzak3iBltcOsfP3k7RHzeoLiQ6lUf8bw2oIYPNIDrqebmWvsABMLimM/FM3Dqm/HlBkmbxjyez7cjELb32bNbd/xKlfN+HwCAEIb1ePTh/fS6+fJ1JzYBt0xn9dLtwlw1wiu607Mbd15fDvmtWw+djO7JqhEcGO4zoRu/IYeWcLAWjUoy5VG0Swcc4+cs6qhLJl7/rUb6Nm3O7ZdJy4I+rfY72m1cstj7ds4SamTNa0BCe9+wj9B3e5ylfpup6W9fn0m+fQuwoHzJ65ksXzylbr8ESvoa3x8lFfGtYv2ovNWtYd3XGwZu3at7Y0oanWKBIvf3VtOH2huMNDGsEJqRuJIKou+ZwT57McepJDzbpnSfawElb1iDtMd1kUg0PAYABAyvR0K2tt8bQcepBDijxIo48nOfSwHAKSb7R7W1dypvQx73ooopfr2AH+CkH0QfBSM551UjLIRWXaAMiecYf8t9e8/wIqyeElwJxZ6N72Crm6WUpVm1VD5xJ2PbjoADkJ169mr6Io7PplByve1DKUb5RYQwBrvpn49arbQxAFfCMDrtu5CIKA0SWx4jTbb6h40WsBp9VO2rZjxH44n1W3fsDmh6dw4Pvl5Hm42AW9jhoDWtPrp4l0/vheItrVq9Cs7n8KMvercWF6XxM+MVXJj1dJRGTzGtgcCoVp6noT06UO4fUi2DUv1t23131qRY8Nv+1177vt6d7u7Q2L97m3Rz92Uxk9NofdwcfvTnd/fu7Vexk+qs9VurLy0bVHa978QBODnj9n3QXb+/p70ekmVWLFXGzjbEJ2mTYtumlSKunxpddMUSdStYFKvIpzzTjtmis7pJamkWfO0ZJk9F4GTK6sZ2uB5vI3BvmCizR6vuzoA7TngGTR9ovemvFAdsVYCoKAYHJ5nBxaQQG8PJ4ldo8ShL5aVrVQoiWIyAGa5I6YU1qLUvJroJ1b7o5SxxD0OH3U+6lzpCPaylr9PCVtdOexHiposZOikFZum0r8e/DffX2/DBSmaGb6c8Xarxa8/L3ocE9Htk/dhuyUWfvhakZ9fcc1f4gWpBWw+t2VxG3WApbb3dWeJoOaXqDXtUXsz5vdbuX6Q1pdVc3Jy4UiyZS4spR9q4X860mPZHeSfyyZ7P1nyI6NJ/dIkjsQ/68IalidKl0bUWtQG7xCrx+Bv1FxTuS7+k0tOb3qsHt/o5HtOLJM+9z8lhbknS0gbmcCAOG1QqjTvhaJR9NJcmUo12lZneim6kPb6ZD4c61amcTH34sOvcsKGm/fcoCc7HwAevRpy9j7hpRpUxEYMrwnP06Zz5m4FGL3HicnK5/Q8KDzto+spknf5OUUU/svx738tHCEcyUDPeH5e/T8aUoeWpo6U+kyqA5X9SdPj4Sz2OrOqDcGaOuNI1czGBiCtMx6Z672rNCHBAEg26woxao1TgzxkCsza2Pgq/1OFJMnadSIqhwYg+wVgmjNRZ++G2QJRPUaHOGafqExYw3WOo+XujanX2sMxWpCk754D3bT0FLHRe9myHlqTL7OcQzJVF6IgTeyEowo5CGQAUjAlZeSrcSNiUpyeAkoTFbfTAVRwL/axfW6Lhed7uvC4SWHKEwv5My208RtOkW9ntdGZFSWZPbM2s3mrzaWKpPX7dEedBnf9YYhPUVn8zg2V63UojPpafVAj4v0qFiYM/Ld5MivRvhFWv/zIDuc5B1PJTv2DNn7z5B3OAnJ5ii3rc5kILxtXer0bUP17s2w6v4dUg4Vjaiezdj/5CwAjAFeVO9Uj0VvrVQ/+xqp26MeG6ftdOcXtB3WDEEQ2LlcK03X7VZN4P/Ajjh3hnLH3o3Lla5ZsWSLe/vWO/qWOV6R6NO/I2fi5qpKCJv3c8utvc7b1jNOMj+7bPk+g0dYQnnksLQlX1vDPKvv6D3GkJ0ykmscz1hme6GHFdGDHNrzNNerIUQjds4cFzkUBfTBalk7Z5YmdC6GeugDmj3ctz4e0k1G7doFu4cEkCAgRXVAjF+BYC9CzD2GHKa+vMs+NXD6N0JfdAx9wX4EWyaKSXNbO/3aAt+r1128F3toaXIo+HhaDs9fElRRokDIQxAkBDJLWRMr8e9CJTm8CBRFoSBZtRD5VQlEZ7j6b0pGHyO9n7mJhc+pb25rP1xN7U4x6MtZ3K8m0o+ls+LtZaQf0VwEfuF+9HtxAA1uunjZq2uJvd9tRHa99Te9oyO+EdfXIlWcrLm6/Gpee0HYqwnZ4aQwPpP8E6kUnEwl/0QqhWfSkR3nJ3k+UcGEt61Llc6NCG9TB53J4Baptd7gYt03AgLqRpEVl+UmJHUHNCd+Vzw2V5nOBn0aojfp2bNASyBoM1SNs9uzyhVaIQi0669pj25ZocWTdR1Qtga1xWJjw1r1BSsg0I8u3Vpe3Yu6CNp1aMLUr+cCcOzImQuTwzCNLOVnl42BEwQBo5cBu9VxHnLo2Vbbdnq09VxfHWYt0c3TcmjzdDF7eCoceZrVz1gOOdQHBSHoXFa9bC1uUAzR1gqlRLsuwec8lkNbaX1IZ5UOGOLVCjH6tB3YwzRS54joi75I/dswZq7FVmOM1s+nCYpgQlBsGIr3qjfI07qqC0DS1UAnJSM6E0A2g1jWM6NQFVBd2oKQppLFSvwrUUkOLwJrntntyvS/yi5lTzTs24ha7WqRuDuR/NR8dkz7k64PdauQuexmO1umbGb3rztRJG0VbTWqDT0n9sLrKmdkXymyj6dxepX6kDQFeNP87ooJnr8cFCdr1oB/kuVQURTMaXnkHEwg70jSJRFBAO+IQMJaxaj/WsbgE3X1Lej/JdQc1IaD8zWR5wa3tGbD15pCQJNBTUnYn0JWokq063aoRUi1IM7GZZF6Sv3bq9+2BkERKomSJJntq1WXtNFkoG2Psi93m9btxmJWY9tuGtARg9FQMRd3HjRsopWdPHb4zAVaQnCYZj3LyylrOQQweulVclheeIMHOzyXaAKUkr3xtByWEtf38XBZF5ZPDu2ebmWXXI/icCLlq/v1odrvw+khfK3ztByWeLiVPS2HpdzKpcmhVLWjNlbaTmimlZa1R/bF+7RabtGQsaYUOUQ04vRtgaF4F6IjA9GeimwqXdZQMjRCJyUjoKBznEQyteSvkD3IoEgacpkWlfi3oJIcXgTnXMoAgTUqjhwKgkDfFwfw46jvUSSFP3/cRtPBTQmqfvUewg6Lg5MbTrDpyw0UuDIdAcLqhDPw9UFUb1njqs11taAoCrsmr3Zrrra8r9t1q6nsieIkzXLofwNbDhVJpjA+g5yDCeQcTCD3UCLW7MILdxIE/GqEEtSgupsQ+kQF3zAhBv90iAYd3jUjyY1TLUrhTarhHRHA6S1xAPiG+VGrfTRz31zh7tNumGoJ3L1Kc/m19bAaHtuXQJ7LwtauR0O8fcpm8i9frLmUBw2tmBfPCyEo2J+q1cI5m5rFiWPxyLJcJmHG3TbUw3KYU372rMFkACzYy7McerIWj79bT8uhrpTlUMuI9nQr2/I1cmb0qPHt8HArG4NVq58zL9+973zk8LxuZY+YQ4waCRX+YjmUA+sge4chWrLRp+8C2Qmieh1SQDNkUySiLQNDzlZwmkGvjeX0b4uhWM2MV+MO/0IOjY3Auho4F3fYkr9CIRJFEREEWa2U8t/Kw/tPoZIcXgSFKZqLLKDGxWsfXwnC64bTdnR7ds/cidPm5IeR39NsaHPajm5HaO2/R0Bkp0z8zniOLj/MyfUnsHssgjqjji7ju9FxXKcKcZdfDSRtPkHavgRATQZqNLKsNMf1gKfl0Lf6jUUOrTlFpG87Svr24+QcSlSD6s+Hc0SwfjUC61cjqGE1AutVxVAOuajE1UFYyxji12kkr8Gw1pxYexzJZb1tPKAxTodE7ArVfWf0MdC8n0oE93hUBPEkh1tXau7nLgM0mZdzKCwoZusm1VIZHhFMm/bXR56qUZMYzqZmYS6xkpSQTnRM1XLblY45LJ8cGr3Ux9fFYg4vya18Hv1Ux3liDs8lpAgGHTo/NUPZHW/IX8hhtkfMoadb2SMhRfC0HOqMKKIeQXaWSkg5dzFSlQ6I8csQHCWIOUeRw10hBIKIPeImvJJ/RZBtGHK24Ijsr52zXxvO5VLri/dgDx1WamjZoFmbzx93aEAhHIEMBLIBG1C5VvwbUUkOL4Jz8YYAARVoOTyHrg934/iaoxRlFOGwONg3ey/7Zu8lumNtmgxqSvvhHfAJunCWriIrpMQmc3TlUY6vPoo5r2wt6FrtatH/1UGERlcs4b0SSHYnu75c4/7cbsJNNwyJPRdzaAjwxhR0/Yuw2/KKSV1/kNT1B8k9klymSsI56LyNhDStRWizWoQ0q0VQw+qVRPAaI7JDA7ZMUuWi9N4Gavdpwh8T57iPNx7YlCPrT2ItUglL874NMfkayU7N58wBVSooukkUETVUAqIoipsc6vQiHfuUzVJeu3IHTodKjPoP7oJOd31+R42axrButVr95diRM+clh4Ehvm5R7/ISUkB1n8N5yKHHtnAey6GnW/lyYw7PJaQYggPc4zvOQw4dl2I59Ig5RBBU17KloIzlEMAZ1QFDvOvvJ20H9nAtvtQR2Q+v5F/V881YXYocSj6NUURvBNmCoahs3KEiBiHrqiJKZxGdZ0CxglDWS6MmpWQgCCCQgULNMm0q8c9HJTm8CAo8NLYCa1Y8kfLy9+LuGffy54/bOLT4oDuDOGFHPAk74ln59nLqdatPWINwHGY79hI7thIbtmIb9hIbthI7xZlF5RJCk7+Jhjc1osmgptRsV+uGdhMqisKW/y2m0EXOI1vWpFY5cVTXA4osY81S3/olq4OsfacJb13nmp+Ho8RK+vbjpKyJJWtPHIpUNgLIFOxLSPNoQptFE9o8moA6VRD1NwbB/q/C7gS7K/Gkdm/VSpi0VxXAD64ZQlSTKNb+qGnVtRuuPvwPbTnt3te2v/ZbSDmTRUaqSkxadKqLfzkSTxvX7XZvD7wOLuVzaNBIE6WJO5l03nY6vQ6/AG+KCswU5JUlSGob1SXttJWNlz1nhfWMNwRKeU48LYe2Ak1cv5RbOU8jpufIoeyUcBaq52QM1ix+kqdb2SVjo+53hSbpdAjeHt+NzXON/svLnMkfLAVQnKX+7x2ojRelxR3qUzZjbz7e/dkR0glF54MgmTFkbSxNAAU9Tt+WGIr+RHRmI9qSkL20ajKgxh2K0lkEJDXu0Fg2sUmmKjpiARCFVCSlkhz+G1FJDi+CLFe1AYOPsUJkbMpDQGQA/V8eSI/He3FwYSx7f9/jrrssOSSOrz8G688vN+AJnVFHvR71aTywCXW61S31tnwjY++36zm9Uq0DqjPp6fTMwBuGzAqiSFS3xqRtOYpsd7LjhenUu7MHoc1qEdSoRoVY4mwFJWTtO03BybPkn0yl4NRZipNzyrUQ+kdHENW9CVFdGxNYv+oNc9+uN/ITs4lfc4TkA2cIuPWvynnXDrketXtr9miols10fY11u9dFEASSXKU0jd4G6rRTH+DJx7Ws1wbttId6osd4TdtqSR+eOHlcJZ8+vl40bV736lzI34C/h3i03V6+NBKoL4cWlzWvvPhJgNx09QUtILy05V5RFHJcdZODqpRWNcjxEMwOqhbk3s47rVn3PGPLixO1/b7VVOOAPTvf/bszhmljKE6NpAoeyT76iCrYkxNBkpCzMtFFqBVQhBoNUM6oSUTyvg3oug9395Frd0C3PwXBaUO36zekHo9oxwJrIwXUQleYiC59F4I5C8XHlRSn88IR0gFj1gZEexaiORHZo3qK068VhiK1JKG+5AD2csihwaqKlOscx8olh4qixSqKQhKS0qlMm0r88/HPYArXCSWZhZS4qqOENap6zSuFeAV40f7ujrS7qwOph1I5vvooJ9edpCAt/7x9dEYdJl8TVZtVo1H/xtTrWR+T3z/LbXh8wV4OTNuqfhCg59u3EupR+/RGQJvXbmf3pFlk/Hkc2e7kxM+uqg+CQEDtSIKb1CCkSU2Cm9TEr0bYBQmaZHNgyy3Gll+MLa8EW16x+i+/BEtGPkWnMyhOLVslwhPeVYKo3qcF1fu2JKB25AXb/pdQkJRD/LojxK896k4AMVb1I6CMrPK1Q7ZHebbI5jXYNVMrn1e9ZQ1K8i3kpqoJY1UbRrrXndQ4LXatWj0tQz7Zg9jUrONRks2FkmILZ1PUNnXr1/xHvCyYi204Xda/gHKqUpmLrBTmqta7cA+SB1CcU+J2yUfULu3tyTql3avwetq9yjmpfSfn6iwrikJhvPo34x0ZhMFXdbHas/LdbU0RHgaD8yRneNVviHmv6kp3xse5yaHYcSDypnkAyDuWI3Yb5v5unJ3GIR5YhCA70e2ZjdRuNPi4rlMQcMbcjC72awRFRh+/AkeTu93zOYPbYcxSSxTq83Zj9ySHvpoupr7kYBm9Q8mgxbHq7MegnIgZhRAUxRdBKEEghUox7H8nKsnhBXDOaggQ0bT6BVpWLARRoHqL6lRvUZ2R/xtF6sEUzsanYfIzYvI1YfQzqf/7Gv8xlsHzIWnrSbZ/qJXv6/TMQKJvEHeyJ3QmA+3fHsP+DxeQslqTJEFRKDyTTuGZdBKXqK48Qa8r497ybH8xGZnyIBr1BMRUIbhRdar1bk5I05oI58n8/K+hICmH+PVHiV97hNxTGWUbXGdylJ+gkrzA6DC8g31JiU1xH6vWojppJzUCU62RRvRTTqr9/EN8CPSQekk+rV1j9Ziy5PB0XLJ7u279f4YLsCBXc+cGhfiVOZ7pEQseXj2o9DEP62D4X8mhi2B7BXrjF66Ne86aawrwdmuoWjILcLoSVQJitO/BlqXFFnpaDj3hScC96mml7ZxnTmHqoEpxCZE1EWo3QYk/AumJKKcPIdR1WeoCqyC3uAXd/nkI9hJ0u39D6vGoexxHzGBMsV8DYDiztDQ5DNKqm+jzdmOvfpt2zKcxiqBHUJzoy6mzrOhCkHVVEKV0RGccKDYQ/mpcEJCVWuiEowiCHYGzKNx4SheVuDL8s5lEBSPzsLZoh19HcugJURSp0bImvjXLLpj/dGQdO8uGV+aiuMpVNR3Tica33RjZyeVBNOhp88ptNBzXm9wjSeQeSSLvSDKFZ9JLxf8pTumKFB/03iZCGlbHt3YEQfWrEli/Kv61IipjB11QFIXcUxkkbj5O4sbj5RNCVMmY2jc1oU7/Zuw6tOcan6WGc9qiVVrURHJIpB1Wa90GVg3EP8Kf/Su1kJGqDVRSUlJgIT9TTWCoVre0ruY5y6EgCFSrXVZzM+6EFtv3TyGH+R7ahoGhZc1XmUkaOQy7ADn0tBxaCiwUZ6n3MLxuuJvAWXKKMbuSXkLqV3HvL4rX/o78PazxpSyH4Z6hRuX/yr3qaS+3zvi4UsfEzkOQ4tWKN/K6WYh1NTduKevh3jlIHe8Gk7ruy8H1kYLro8s7iT5zH0JRKop/NbVfUAsUwYCgODDk/eXvXPRC8m6I3nwYnS0BwZkPlE60VOMO011xh6eQjGVLqMrURucSwxaFM0hKJTn8t6GSHF4AnuQwokm163gm/34Unc1nzdO/4bSqcUi1+zSm/YRrW97r78K3Wii+1UKp0a8VAE6LnfzjKS6ymIQls+CC/fW+JkzBfuq/IF9MIX4Yg9TPXiF+VGtcB1EnkltZecQN2SmTcTCJxE3HSdx0guLzhFqEN6lG7T6Nie7dGP+oIIAbxq0a2bImmacycbj+5qu1UF9APS2HVRuqpCTllOZSrl5fsw4qikLyGbV9ZLVgvLw1Aedz8Ez8+KeQw0KPJJTAciyHGRcih2c8yGGMRg5LuZTrlu9SDq2vkcDCM9p+z1CNUpbDCI+5y6/Yhy4gEDE8EjkrA2diPIrTiaBXH71Cyx6wcjrkpKGc2IuceByxlotMBlZBbjYY3YFFCLYSdAcWIbW/0z2uI+ZmdHs/BcAQvxx78wddE3ojBTRFX7AfXUkcgj0XxagRQKdvc/RmNdZRX3IQKB2nKhkaY7Cqbmk17rAccqhofVRyeH3LmVbi6qOSHJ4HslMi+5j6Ru8XFYR36L/PUnejwJpvZtUTM7G4YogiW9Sk+6Th53fF3uDQexvd4tFXA9c61vVGhb3ExtndZ0jacpLkrSex5pfNyAcIa1yV2r0bU7tPE/yrBl3bk7wMVGlZixMbT7k/nyOHZ12JJ4IAVVyxhakexMYz3jAvq4iSIlXHskY58YZQmhzW+4eQQ0/LYXluZU9y+Fe3ctZ5LIeZHvcwwuMeZp/QyoeGNtAqgBSe0SyHATFazPP5LYfnhz6mLvasDLDbkVKT0ddSY14FnQ5dnzuQ5nwGgLx2FuL9b7r7SR3uQndgEQC63bOQ2twOOvWx7aw9EFzkUJ+ySSOHgCOkHfoCNdxFn7cHR2Q/9zGnbwvI+k09VnIAGFbqXEvFHTqOnueK/JCVCEQhE1FIB0ooN0CxEv9YVJLD8yD3dKa77un1jDf8t8NhsbP66d8oSFIX9MBaodz00e0VXle6Ejc+FEWhICmH1B2nSdp6kvT9ieXGZwo6kag20dTq3oBa3RviG3l9625fCnzC/fGLCiTlgBYPWL1ldSSnTJrLShhWMwSTq5Rb6knPZBSNBHomo5QXbwgaOQwOCSAkLLDcNjcaPGMOy3MrZyR5xBX+1XKYoB4z+hgIjNSkZs6bjOKRIBTmQQ7PuZUFnYhfDU2f8JzlUNDr3KXzoLTwdinTIaCPqYd95zYAnGfi3OQQQGh7E6yeAfnZKEf+REk9jVBNlcZSQqOR6nZFF7cVoTAD8fha5CYDAJADopH9ayAWJaPL2AuOEjCo90qNO/xenbs8cnjuvMqNOwxFFiMR5QxERxwodhDKWqRlJQZRUO+pKMQjK2UtjJX456LyCXweZJWKN6x0KVcEnDYn616Y40788Qnzo//nd+FVjk5bJf79kBwSuafSyTiYzP/bu/PwqOpzD+Dfc85s2SZ7JgskYQmbYTFsInLD1iJqEUERFbCipW6V8tDbVqiPS7VaWr23yuJ2tYIL9EpLrQQRFOQKBRQIAZOwhTVkJZlMMslkZs753T/O5CwzE8KayfJ+nsfHzDlnJu/MhN+88/62ivwzqDh4Rqkm+zOEGdFjTBYycvuj581ZMFvDgl7XUSUPk9cZLT0otzNGixFJWTZUnalRFmpu6VIGgHOamco9NFWvM5rJKMEqh/baelT7Kl2dZaYyANTVXLxbuWXMIcdziNMsV+N1i6g5ZwcAJGbG655v1Qn1NdR1K/sqhwaLEVbfWraSV0T9Gfn6iLR4CGZ1aZrmSvnxTfHRrU4CY179wtyGXuryQZ6jhbBMUIfMcAYj+AmzIP1jJQBA/GotDPOWKufF0XMgHJdXbxD2fqwkh+A4eNPGwVT8MTjJA0PZbnjTJ8mvQ6x+UoouNmM8RFMPCO5zEBqLwKRmcLx+0oloGgTeVQEOXt96h611LcvrcfIogQRKDrsSSg5bUa8ZwxTXSncNuXKiR8TXS/4XpXvkhX1NkWZM+e85HbobkFxbzkoHKg+fQ+Whc6g6fA7VR8qUan0wEcnR6Dk2Cz1vzkLqyN6durqcMCgVokeEo0xeKiuxXxJ4Aw97mbqlWkKG2mXZMhnFZDHCmqBW0rRbyyUFWYe1qlLtfu3RM/RLHDW7NNvUGVt//6rL1XG6cYn6SjBjDKW+RC8uxapboaH6dA0k34Qf/2Vsak7Lr0WULUq3vFfLcmXWnnHKEA4mSpDc8t+iye+LB282QmwA3DV18NQ1wBgtJ69Gza4oNRu+QOToHOW2ISMTsFgAlwvuPTvhvXWarnrIj54KacvHQIMdrOBbsPpacFG+HXB65kCy9QdfcQR8eRHgqACs8nvpTbsFpmK5i1go/05JDpk5AWJ4LwiNJ2FwHAbEZkBQn7M3YigE9zlwzA3UHwaih+ueo7zeYcu4wx+CJocMPcCYCRznBs+V+NZ+7BxfPkjbOm/rep1pP6Roe7FrS/KK2P679Tj77VEAchXox6/dj7is0H94keuj2dGEC0fKUFV0HtVFZaj64RycFY6L3scYYYZtaDpScjLQ4+YsxPZO7DSVr7ZEJFnRpNmVI8K3ll+zZgcPs2anDq9b7k43mg367eC86qx4Y5CtJZtd6uO1tph0e6qpUd/z2LjWu//LfN3GHMfB5pf02ivr4fS9dv4zt8s11cHkvmpXsLvRjSbfrlExPdTHk0RJGapg0EzmEcxGmGIi4LY70Vihn1CWMD4HZeu3gXlEVH65B2n3yAlZ5NiRMP09D+7ScjQfPwX7xq2I/+ls+XmYzAi/fQYa138MMAbn6ndgXfqiUnnkTGbwo6ZA+nodIImQvtsCYeIs+F4ESH3Hga84AgDgT30HacgdAADRpiZ1QsU+XZze2BwIjSfBSc0wOA7DG6te640cCnOtb8kw+/dBkkM1GRTch4CIexFIgIRMCDgKjmsChzIwBN8OkXQ+lBy2omXWLCDv0EGuDUmU8M1zG3Bqu7xch2A24Mev3g/b0M4xUJ60zdPoRlVhKaqLzqO6uAzVxedRf662zftF9YhFUnZPJGWnwTY0HbF9krrsZJzw+Eg02dXkMCxark65m9R2p2W8IQB4fFUso0mfAIqaXTmC7ZfsalaTQ5M5cNxYe7PXqpXOiyWH5Wfl5DAhORomi1F3rvSYdvylX3KoOWfTJI4tO0wB8pJBLbRFAIPf7wm3xcBtd8J1wQHJ4wXvq3Qm3z4WZevlqlrFxl1InTkBHM+DNxlhe/xBnP3dMoAxVH+8AWk/Gg9LmjyZxXLrHWje9Q3EslJ4S46hecdXsIxXu5f5m6bKySEAac8m8BPuUb4ISL1GATvfla87tUdJDllYPERrJgTHKQjVhwFvM2CQvwR4Y0fCXCovsm2o2a1PDiOGqU/U/j2Q8XPdc2dCLEShJwTxrLzPslQP8FHwJ7HeEDj5S748a5mSw66Csp5W6BoNs/EiV5JLxSSGb1/6DCVb5GUUeKOAyctmI2V4ZmgDI1fFZW9E+cEzOFhcgXPfnUBF4TllLb/WGMNNSBiUhqTsNCQN7onEG9IQFtt9ZjuGxUeirkqddGFpSQ41lUNTuNruiL7Kof8i99rKoWAMTKS1lUNzB0gOa2vUKlxryWFjg0uZrZzcM3A/e92yPn7JYcUJdSeh5D7quTpNcqjdNk9bBPAfphCeHAv7kVJAYmiqciAiVV4OxpKagOjhA1C3rxjN5Rdg31eM2JGDAABhA7MQM3UC7Hlfg7ndKHl1FQa++hwAeWxhxNxH4Fgmz0Zu/PQjmHJGgbfKySqXkAouaxjYsXygqhTsRAG4vvLkEZaaDWYMA+dpAn9qr27PZNE2HILjFDjJA+HCYaWa6InT7MFcswfo84RyWzJnQhJiwIt2oO47MClwOIdoGgKh6Sw4MBjch+G1BG6TF7ikzS0B15DOiZLDVugqhxZKDq8WYww7//g5jm2UZ8dxAo9Jr8xCj5v6hDgycrnczmac3XkM5ftPoTz/DOwnqy56vWA2IL5/ChIGpCBhYCoSBqQiOiO+y1YFL0V4QpSuyhUWE1g5NIWp7Y5HSQ4vr3KoTQ4tlo6QHGoqh7HBk8MyzUzklPTA5FBfOdSPBy/3TdwRjALi0zVjNrWVQ21y2KztIdK382HJ6nWN5bVKcggAyXfcgrp9xQCAis93KskhACQ8MAMNe/Phra6BY/8hVOV9BcMYefyhcWA2TDeNg3v3/4E5nWj83w8R+bCatPE3TYV4LB8AIP07D7wvOYRghJSeA+HETnDOGnDVJ8AS5Ukuoi0HOCZXCIWKfUpyKIX3gmROBN9cBWPtd4DkBXjfRz7HwRs1Aib7VsBbL487hL73RjQNAZrkrmfBUxA0OQSiIbEE8Fw1OJwH0ASgc00OI8FRctgKbaPh391ALg+T5MTwyIb9AABO4DDxpbuRfku/EEdGLpXklXD+uxIc31SAU9uLLjpxJLZPEmxDeyLxhh5IGJCCmMxE8Ibumwj6M1iMMIabdGMOg3UrmzRj4Ly+buXA5FCtHBqCVQ417Zi5QySHbVcO204ONWs+arqORY+IqlPypJOkXvEQNH9z9lYqh6KucujXrZysJpeN5XbdudhRg2BKioW7sha1ewvhKr8AS7IcKx9mge3ReSh98b8BAKdX/hUZ/XvDECf/3ojZc+E5uA+sqRHN326HedxEGPvJawtyg8cCEVbA6ZAnpjgd4CLk14lljgJOyMvh8Cf3QmxJDpPUiS+6cYccB0/saJjLPwcnOiE4foAYoy5j44kaJSeHAFC7E7D6JYfGAWAwgoMHgrtAV63Ukpe0qQbHMd+SNoMCriGdD7XYrdB1N1ByeMUkr4QdL2xQE0OeQ+6zdyFzwsA27klCjTGG6iNl2P3fm7F22n9h8y8/wonNh3SJISdwSLwhDdn3j8Fdbz6CJ/f+ATM+fgxjf3MH+t0xDHF9bZQY+mnpQnZpk0Nf5VA7IUVbOfT6Jk0Y/bqVRVGtHBqCbKeonR1s7gDDY7RjDmNaSw7Ptp4cMsaUPabjU2MQbrUo56rP1ELyJcs2zWQUAKg7b1d+jtasiODV/C0LFr9uZZt6XVO5fswsJ/CwTR3TEhQq8nbpzkfkZMM6Xj4vOhtR8faHyjqIfHQswmfep1zrXP2OsvQNZzCBH+Ebhyh6IH2/VblO6qVuJcqdUpenkWL6gJnkrmmhcr9v1rDv+Wm6lo01u3UxeiM1W5PW7EQAzqQsiM1LNeDE0sBrAEhM7f3hURL0GtL5UKvdipYPQI7n6MPtCokeEduf/TuObyoAICcSuc/PQJ8pg0McGbkY0SOi8NPv8I8H3sQ/572NHz7ZjSbNjhVmaxgGzByBW1+fg7lbf4tp7z2C0Qt/jL6TBnercYNXyhwjr+Opm5BibRlzqKkc+sYcSpKkVAj9K4dej1o5DLbXtks75rBDVA7l2coWiwlhYcFnT+sqh35jDh3VTmWmcnr/ZN053WSUPvrk0O5b+5A38IhKUidWiM2XWDmssAfEmTTlJnC+17xy8x6Imsk/AJD40L0wxspJm3NvPhr+rVb1zBN+BCFTHq8nlp6Fa0ueco6/aarys7R7k5JUsoQ+YBFy1zZ/Zh8g+hJbjofXJlcPeVct+LqTyv29caPV5+eXHErmNIgm3wYPdfsBsQn+RJO617PBXRBwHmhZ0kZ+7XiuBK3tMU06F8p6WiH6unEoMbwykldE3n9+iJNb5U3leQOPiX+4B31+TAuldlSMMZzaVoS/z16Jf/8pD7Wa3Td4o4DM8QMxadm9uC9vMcb++nakje4DY3joE47OxmyVk0OXb9s7ALD4KmAeTbJi9CUroiYBFPzGaUqS5lyQ7SZbZjkDgMkU+sphja9bOaaV8YYAUH6RbuXzJeqEk/T++qWvqk6razr6J4f15XJSGpkYqRvrKmm65T3OZt19tGMOK/cehUszXhIATHFWxI2VkydvXQNOv/OZ7rwQFYnMpx5Rbld/uB7M935xvIDIuT9TummbNv4DzCu/95wtHVwvXztZcRo476vGcRykTLnax3mawJX9oDy2aNN0LVeqSagY2Q+SUU4oDbXfAUy/w5A3ylc9ZB4YnPvhT5scCq0kh4ABEjJ9ITrBoaKV60hnQplPEBaLBeEJ8rdL0S3qqiahxnEcOI5DeHjH3UVEEiV88fQnKN4oNzYts5Izx3e8ruTO8Hq2R4xVP5Ri46N/xVe//Rsc59QP2aQhPXHzb27H/RsXY9IfZyEzdwCEIOvptVec10Ko10oUBPn3C5ouYtHXbaxdtqUlUTSYBCWhcWuGuwCAWXO9q0l/DtAvNO31igHn/V3P99DrFWH3JVgJiTGtXlfu+/szW4yISdDvjmKv0Cz63TNOFyfTJMpG/yqgbws+5wWn8loDQFyWTVmqrGTLYbgbNIt0R1iQfPMAAEBzTQP2/+FT3e8AgLR7J4PzvcYVn3+LugNHdefjJ4yFNUfuKfGUV8G5/7ByztC7L0wj5a5n5myAp1A9xw0dp/wsnVCTMildTQL5UvW4mNTKeoccp1QPea8DgqNIF58nSu1aDms6AH+S0AMSL1dQBU+RvJVeEPpZyyeCXnO1qH1pX5QcBhEWFoY4zfZKLdu7dQQ8z4PneUREdMzuOyYx7Hz5X/hhgzwmhjcKmPzHe9FzbFaIIwuuo7+ewPWNsf68HdueWY/P5r+LivwzyvHknAxM++vP8JN35mPgjBEwR7c9A7EzvJaAHGdIeeVuN3OkWnVt9lWtLJqdO1z18jGO4xDmO+50qNVGAAiPVMfcNTn15wDAopnU4mpqDjjv73q+hxeq7UoXaUJS4G4ugFy9riyVx/clpcYGfNDWVatf1GNtVl2cuoqgqE/iUgfL6++JbhFlP5xXjputYci6TZ6k4Wl0o/gf3+vuN/Q/74LZt31f1XfHUPQ/W3XnI3qnIXPBdOX2ib+sg6gZ5ykIAtJmTVNu2/O+0t2/JTkEAE+BWrnj+6gVO6ZJDlmaepw7p0kOE4eA8XJCLFToK4Cei3QteyNHoGVXE0P9HgTgOIhG+XdycEPwHA28BoFL2lwP1L60r67xLK6DpCE9lZ8rCs6GMJLOgzGGXcs24ui/8gHIXcnTlz/cYRPD7szd4MLe5Vuw/t7lKPlSrVhEp8dj8p9m47aVDyJxIC1oez20zDw2aXYscTfIFRlLVGByCECZeNFUr0/wtMlhY0Ow5FB9vKZLSA6vpwu+PZ4BIDExeHLoqHWi2VcdDbYdoF2zNmScLVp3TtCMuRT9qqTpOepM3LP7zujODZqlJk8H3v1GVzm3xEVh+DP3Ar4u+2MfbsfZLfm6+9tuvxlRg+VJGc3lF3D2gzzd+dibhsOcIneBN+b/AHdpuXLOeMMQwLcEkbtgv5I8I6UXECb3XrGSQ0rFkiX0AjPLySpfWqBOPjFYIMbLs4SFuhJwLvU5eOPUBNR/UgozRANWX8LZUAzOUw1/okkdI95613IMJCYPAeBQCnlJG9KZUXLYCttgSg4vB5MYdr+6CcX/kLs0OIHHtL88hH4/GtLGPUl7YozhxJeH8emsFTi0ZpeyuLIlJhxjfjUVMz55DBn/0b/LdI34k7wSHH7bobU30SMnh9r9fZsbAyuHTZpkLzxKrRwyzWzUcO0ewfWByZ82ObyUyuH1VFWpzvhtrXJYUapeY+sReI2j2qn8HKuZWALox4drxxICQM/hGcrPZ/brk8PY3okYOHMEAHmVih2//yeYpL7GiTl9kP3E7crt/GV/R02h+pnA8Tz6/HI2ON+YzrINO1BfdEo9LwhImXGbctue97Uac1g4DL5lbKSqSohlpcpjcr194w6dDnnsoXwCLFU+zjlrALvaqyXaRig/a6uHYlR/SMYYAIChdi/A9K8NF68uXG2s3wt/XtNgMF91sfXkUK0eykvanGr1OtI5dOnkcPny5bjhhhuQnZ2NO++8E5WVlW3fyScsPhLWHvJA3uqi87olD4ie5JXwfy9+hsL/lbuSOZ7DT16dhwFTbwxxZETLcbYGmxd+hO3PrFfG0QomAUPmjcU963+BQfeMCjrjtTNhjKGhqh7n8s/i8MZD2Pn2/yHvuc/x8c8+xKrbluNPo1/Bu/PeDmmMLW2JSTOZp6VyGBalVgKDVQ5FjwiPpi1qs3Jo0SSHruDjxdpLVZWa+CVeQnKYlBYXcN6/W1lLu66h6JccxqbHIsI3fvHcgbMB3c4jn/wRonxL3FTkn8EPf9N3sfaeOQYZd4wEAEhuL/Yu/RBNleqXjLC0RPSc65tlzBhO/NdaSJrJQLbbJ4Pz7VBTt20nxEa1smYaqo4j9BxUkzquj1qxk04cUn/uoX7h1o07bG2fZY6HN1YeW8h77BDqj+ieGxenJoeGIMkheCskQ6b8uOJpcJI98Br4L2lzfcYdkvbTZZPDffv24c9//jN27dqFw4cPIysrC88888xlPYZtqFw9lDwiLhSfb+Pq7kl0e7Ft6ac4tjEfgJwYjnvmTgyaNuLidyTtRnR7ceC9Hfj7/StRukdttDNyB2Dmuicx8onJMGmSjI6MMYbGGifOHz6Pos2F2P3+LnzxYh7WPf4J3rpzFf48+o94Y/JfsObBD/CvJf/EjhXf4OA/8nF67ynYS+0BFaVQaEkadJXDljGHrXUra5LGRs24Q23lsMkZWBkM60CVw/Pn1C/nyakJQa+p1HTp2i7SrcwLPKzx+rFnFxtzyHGc0rXsdrpReVQ/o9YYbsK4Z+5Ubn+/8ivUaWZNcxyHIb/8CeKHZgIAmmvqsWfpGnib1IQ7dUYuIrLkz4ymM+UoXbdFOWeIioQ11zf5xNUMxzZ1XUHTEDU5dBdok8Pg4w4lzbhDXjvuUDtjWZscwn8rPX3XMheTA/DymGJjw17dOonKY5vUxbMF96GA8wDA0JOWtOlCuuwOKcOHD8exY8dgNBrhcrlQWlqKXr16XdZjJA3pqWz3VlFwFrah6W3co3vxNLmx9dfrcH6vPACZN/AY//uZ6DWRVsjvKMr2ncLOP36OutPqB12EzYoxv7oNGf/RP4SRta7R3oi6Ujvqzteh7rwd9lL5/y23PUFm5V4KS5QF0anRsA1Nbvvi60gZcxihqRw6fWMOdd3K2uRQPd7ocCHG16WqrRw6g445VH9HU1Pg+fZ07oyakPXoGfw90HUrB0kO63zdyjEJkQED/3WVQ0/gzOyew9NR9GUhAODMvjNIHpiiO5+Sk4lBs0ah8G97ITZ7seOFDbj9rYeUpJM3GjDyhQew4+cr0Vhei7qj53Hg5U8x4rnZcjewIKDPovtw6Bd/BhMllK7dgj4/GY/oLPlzI2bqRNR9+Q0AwJ63DTFTJ4LjefDJqeCTbJAqK+A9Vgyp0Qk+PAJcah/AEg64GuVxh4yB4ziw1BvAOB4ck8BpKocsLAGiNQOC4zSE6kOAtxkwyH83/othN2c+pNzmeDO42NFgF7aD91SBbz4JyaJOMAEAr3EwTNggv87uAngt4xDIAAkZEHBcWdKGIbT/1siV6/TJYV5eHqZNmxZw/L333sO8efOwYcMGPPLIIzCbzXjhhRcu67FtQ9RksDz/DIbMHXvV8XYVbmczvlz0MSoOyuN3DBYjJv3xXtoruYNw2Rux940tOPZ5vnKMEzhkz74JNz4yvkOsT8gYQ32FA+VF5SgvKkdFcTkqispRX1nf9p2DMFqMiE6NRnRaDGLSYhCd6vu/73bLWoIGgwFbt25t49GuHzU5DKwc6ruVNRVCzU4gjdqKYoT2eBvdyk2h7VY+d1ZODjmOQ2paYtBrKnXJob5bWZIkOHzdyv5dyoB+zKH/xB1ATg5bFG0uRM6s4TD47Tgz4vFJOLfrOBznalB56Bzy/+cb5CyYoJw3x0Rg9MtzsePxNyE2uXH+m8MoWf9v9LlH/myI6J2K1Hsno/TjL8FECQUvv4dx7z0n3zcjDWHZA9B0uBiesgo0HixExI3Z4DgOpiE5cG3dBIgiPD8UwDxyDDhBAJc5CKz4e6C+Fqg+DySmAeZIsMQ+4CqPgas6ATQ3AL5JKqJtOATHaXCSB8KFw0pXs2gdCMlgBe91wFCzRx53yKmvFxd/C9iF7QAAY/0eNPslh5KxHxhnAcdcvq309PdXrmO9IXDH5feDK4HIKDnsrDp9cnjbbbfB6219POD06dMxffp0vPPOO5gyZQqOHz/e6lTzlq2oHA4HrFYrEvraYB2UBJe9EVVnyuFpaEZYTAQkSdINCm9PtbVq4xmqSQPeJje2vfR31FbVwJQaCVOEGZOemYnEAers1o4Q56XoDHFeToxMYji6+SDyP/oWzQ0umFLlD42E/qkY8+iPENsr+Idye8VZVVKF47uOo6zoPKpOVMLl8JvVaAIiegRfqkIwCbAmWhGZZEV0shVWW4zv/9GItlkR5tt5hOO4iy4n4XDICyJrt55rD8rvizTAYDAgKiFKea6cUU5arYlRiO7pO2bilNcxMSMG8Rnye+lxe5TjMQmRSM6QZ+0aNNe3iLJGoEe6/J6HRZja/Pu5nv8eBAPQIz0R8QnRre7WYrRwyvOJS7LqYuB5Hom9rPC4veDMEmpqapS17wAgOStRee2+25iPG2+/AfGafZSTspKQfGMy6qvqUVdjx6aXN+L2pT/RrdtpCjdj/Esz8cWStQBj+GHTfsRkJaHPRHXx/ug+KRj18hzsWfYpwBiObdqLjNtGwOir4vZ8YAqqi06g6Xw1LpRX4tzBIkSkJ4PjOETfdSvqKuTudUfxMUT61kA0jLgJTfvlMdvC2dOwjLoZAOAdeBOayuTJLxHnT8KcJO9o0tQnF6KzUY65sgR8utzt60odj8bT8nI8fPVxcMm+4T2cAXXxPwEqvwW8ANd4BoiUe9Jqa2vBDMMhedPka+tOgEvye+85IxxsDNAkdykL0WXgWnZX0ZBYPzgccpc5J5yHOeza/Q11lLa6o7Yv1xrHQpXlXGfHjx9HeXk5brlFHmwriiJMJhMqKysRHx+4mTsAnD59Gnv3BhmQSwjpckaNGoWMjIy2L7xGqH0hpPto7/blWuv0lcPWlJWV4b777kN+fj4SEhLw0UcfITs7u9XEEABsNhtGjRqFiIgICELnnrVJCAlOFEU4nU7YbLa2L76GqH0hpOsLVftyrXXZyiEArFq1CitWrIDBYEBqaipWrFhx2ZNSCCGEEEK6ky6dHBJCCCGEkMvTZdc5JIQQQgghl4+SQ0IIIYQQoqDkkBBCCCGEKCg59HM1+zG3N4fDgYULF6JHjx4wmUzIzMzE0qVL4XaHdrHbizlx4gTCwsKwffv2kMZx8uRJzJgxA3FxcYiLi8O8efNQVVUV0pjasmDBAowfPz7UYQTYvHkzxo0bh/DwcERGRmLy5MnYvXt323dsZ19//TVuueUWREVFIS0tDb/85S/R0NDQ9h2vsfr6eixatAiZmZmIiIjA2LFj8eWXX7Z7HG2h9uXKUfty7VD7EiKMKL7//nuWkZHB7HY7Y4yxxYsXswULFoQ4quAkSWKTJk1igiCwxx9/nK1atYrNmzePcRzHpk+fHurwgqqtrWWDBw9mANi2bdtCFkd1dTXLyMhgKSkp7JVXXmEvvvgii46OZkOHDmXNzc0hi+ti3n33XQaA5ebmhjoUne3btzOO41h2djZ77bXX2LJly1hmZiYzmUxsz549oQ5P8dVXXzGe59nIkSPZ8uXL2W9+8xtmsVjY2LFjmSiK7RaHKIps0qRJzGQyscWLF7MVK1awMWPGMI7j2KZNm9otjrZQ+3LlqH25dqh9CR1KDv243W7GGGNNTU1s9uzZ7Omnnw5xRMFt2LCBAWDLly/XHV+yZAkDwL799tsQRRZcYWEhGzBgAIO8G3tIG+8lS5YwQRBYYWGhcmzLli0MAHv77bdDFlcwXq+XPf/884zjuA7ZeA8bNoylp6czp9OpHCsvL2exsbFs8uTJIYxMLycnh2VmZrLGxkbl2IoVKxgAlpeX125xfPbZZwwAW7lypXKssbGRpaens1GjRrVbHG2h9uXKUfty7VD7Ejrdsls5Ly8PBoMh4L/Vq1fDaDRiw4YN6NGjB3bs2IGHHnqo7QcMgZZuk5/+9Ke647NmzQIA7Nq1q50jat0HH3yAYcOG4cKFC3jkkUdCHQ7Wrl2L8ePHY+DAgcqxyZMno3///li7dm0II9NzuVzIycnBs88+i7lz5yItLS3UIenU1tbi4MGDmDVrFsLDw5XjNpsNubm5HeZv0OVyITExET/72c8QFhamHM/NzQUAFBQUtFsstbW1GDZsGObMmaMcCwsLw6hRo9o1jrZQ+3LlqH25Nqh9Ca1umRy27Mfs/9+8efMAyPsxV1dX47nnnsOUKVMgSVKIIw70zDPP4MCBA4iI0O9DW11dDUDep7WjKCgowOzZs3Ho0CGMHTs2pLHU1taipKQEw4cPDziXk5ODffv2hSCq4FwuFxwOB9atW4cPPvigQ72nAGC1WnHkyBEsWrQo4Fx1dXWHiddiseCLL77AkiVLdMfz8/MBAOnp6e0Wy7x583DgwAFERUUpx0RRxOHDh9s1jrZQ+3JlqH25dqh9Ca2O8ep2EP77Mc+fPx+PPvooamtrL7rtXii0DHT2t2rVKgDAzTff3N4hterll1+GyWQKdRgAgNLSUgAI+i05JSUFdXV1qKurQ3R0dHuHFsBqteLYsWMdphH0JwgCsrKyAo4XFBRg586dmDJlSgiiatvp06exbds2LF68GNnZ2bjrrrtCEofT6URRURFefvllFBcXY82aNSGJIxhqX64MtS/XDrUvodUx/ypC5Er2Y77WysvLL3o+MjISkZGRQc+tWbMG69evx4QJEzB69OjrEZ7icuLsKA03IM8UBaDrpmjR0iXgdDo7ROPN8zx4vnMV9xsaGpQK/G9/+9sQRxOopqYGmZmZAOS/gTfeeAMWi+WqH/dK/t0+/fTTeOONNwAAd999N2bMmHHVcbSF2pfri9qX66u7ti+hQMmhxrhx47B06VKMHz9e2Y95w4YN7RpDSkrKRc8vXboUL774YsDxzz77DA8//DCSk5Px17/+9TpFp7rSOEON+XaL5Diu1Wsudo60rrGxEdOmTcPBgwfx9NNPK2NuOhKO47B27Vq43W68/vrrmDx5MtatW4eZM2de1eNeyb+H6dOnY9KkSdi9ezdee+01TJgwATt27IDZbL6qWK51nAC1L5eK2pfrpzu3L6FAyaGfxx57DI899ljIfv8777xz0fM33nhjwLFPPvkEDz74IKKiorBp06Z2GeNwJXF2BC3VhqampoBzLcesVmu7xtQV2O123HHHHdi5cyfmz5+Pl156KdQhBRUbG4t7770XgFyty87OxqJFi6668b6Sfw8TJ04EANx5553o1asXfv7zn+Ojjz7C/PnzryqWi6H25fqi9uX66O7tS0iEero0uTpvvvkm43meJSQksPz8/FCH06b3338/pEtN1NbWMgBsyZIlAedmz57NYmJiQhDVpcnIyOhwS00wxlhFRQUbNmwYA8AWLFjAJEkKdUiX7KmnnmIAWFVVVUjjqKmpYQDYE088EdI4/FH7cnmofbn2qH0Jjc414IDorF69Go8++iiSk5OxY8cODB06NNQhdXgxMTHo1asX9u/fH3DuwIEDGDFiRAii6rzq6+sxZcoU5OfnY9GiRXjrrbc6XLdZcXExMjMzsXLlyoBz9fX14Djuunblav3iF79A3759A1ZAaBmrpl0KI9Sofbl81L5cW9S+hA4lh51UYWEhFixYgMTERGzfvl23pha5uJkzZ2Lr1q0oLi5Wjm3duhVHjhzB7NmzQxhZ5/PEE08gPz8fCxcuxGuvvRbqcILq27cv6urq8Oabb+q2fjt9+jQ+/fRT5Obm6paWuZ4yMjJw4sQJ/O1vf9Mdf/XVVwEAd9xxR7vE0RZqX64ctS/XDrUvoUNjDjup559/Hs3Nzbj11luxZ88e7NmzR3d+yJAhGDJkSIii69h+/etfY/Xq1Zg0aRIWL14Ml8uFZcuWYfjw4brFicnFFRUVYc2aNYiJicGwYcPw4YcfBlzTEV5Pg8GAN954A3PnzkVubi7mzJmDCxcuYPny5eB5Xpkx3B6efPJJfPDBB5g/fz727duH3r17Y/PmzfjnP/+Jhx9+uMMMsqf25cpR+3JtUPsSYqHu1yZXxmazKVtFBfvv2WefDXWIQYV6TFCL4uJiNnXqVBYREcESExPZgw8+yCorK0MaU1s62pigVatWXfRvsKM1L+vWrWM5OTnMZDKx2NhYdvfdd7MjR460exyVlZVs/vz5LDExkRmNRjZw4ED2+uuvd6ixVNS+XB1qX64etS+hxTHmm3tPCCGEEEK6PRpzSAghhBBCFJQcEkIIIYQQBSWHhBBCCCFEQckhIYQQQghRUHJICCGEEEIUlBwSQgghhBAFJYeEEEIIIURBySEhhBBCCFFQckgIIYQQQhSUHBJCCCGEEAUlh4QQQgghREHJIelW5syZA47jwHEcVq9eHXDe7XZj4sSJyjXDhw+H0+kMQaSEkM6G2hfSVXCMMRbqIAhpL0ePHsWgQYMgiiJ69+6N4uJiGI1GAABjDHPmzMHHH38MAEhPT8fu3buRkpISypAJIZ0EtS+kq6DKIelW+vXrh/vuuw8AUFJSgvfff185t2TJEqXhjo6OxsaNG6nhJoRcMmpfSFdBlUPS7Wi/3ffq1QtHjx7FmjVrMH/+fACA0WhEXl4eJk+eHOJICSGdDbUvpCugyiHpdvr164f7778fAHDy5EksXLgQjz76qHL+rbfeooabEHJFqH0hXQFVDkm3dOzYMQwcOBCiKOqO/+53v8Pvf//7EEVFCOkKqH0hnR1VDkm3lJWVpXy7b3H//ffjhRdeCFFEhJCugtoX0tlR5ZB0S9XV1RgzZgyOHz8OADAYDKioqEBcXFyIIyOEdHbUvpDOjiqHpNtxuVyYNm2a0nADgNfrxVtvvRXCqAghXQG1L6QroMoh6VYYY7jnnnuwfv16AEBaWhpqamrQ1NSE2NhYnDx5EtHR0SGOkhDSGVH7QroKqhySbuVXv/qV0nBbLBasX78eDzzwAACgtrYWr776aijDI4R0YtS+kK6CKoek21ixYgWefPJJAADHcVi7di1mzZqFo0ePYuDAgZAkCVFRUSgpKUFCQkKIoyWEdCbUvpCuhCqHpFv417/+hYULFyq3//SnP2HWrFkA5HXJWn6ur6/HK6+8EpIYCSGdE7UvpKuhyiHp8vbt24fc3Fxlg/unnnoKf/nLX3TXFBYWYvDgwZAkCWFhYTh+/DhSU1NDES4hpBOh9oV0RZQcEkIIIYQQBXUrE0IIIYQQBSWHhBBCCCFEQckhIYQQQghRUHJICCGEEEIUlBwSQgghhBAFJYeEEEIIIURBySEhhBBCCFFQckgIIYQQQhSUHBJCCCGEEAUlh4QQQgghREHJISGEEEIIUVBySAghhBBCFJQcEkIIIYQQBSWHhBBCCCFEQckhIYQQQghR/D86cb28LQx2EQAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.contour(df, x='X', y='Y', z='Value', row='Batch', col='Experiment', filled=False,\n", " cbar=False, xmin=-3, xmax=3, ymin=-3, ymax=3, ax_size=[250,250], contour_width=2,\n", " label_rc_font_size=12)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Filled contour" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next we can fill the contours using the keyword `filled` or `contour_filled`. We can also add a colorbar to show the range of z-values in the plot using the keyword `cmap=True`:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.contour(df, x='X', y='Y', z='Value', row='Batch', col='Experiment', filled=True,\n", " cbar=True, xmin=-3, xmax=3, ymin=-3, ymax=3, ax_size=[250,250], \n", " label_rc_font_size=12, levels=40)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And with a fixed z-range:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.contour(df, x='X', y='Y', z='Value', row='Batch', col='Experiment', filled=True,\n", " cbar=True, xmin=-3, xmax=3, ymin=-3, ymax=3, ax_size=[250,250], \n", " label_rc_font_size=12, zmin=1, zmax=3, levels=40)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data interpolation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The x, y, and z data provided in the `DataFrame` needs to be transformed into a grid for the contour. This is done using `numpy` and `scipy` modules:\n", "\n", " xi = np.linspace(min(xx), max(xx))\n", " yi = np.linspace(min(yy), max(yy)) \n", " zi = scipy.interpolate.griddata((xx, yy), zz, (xi[None, :], yi[:, None]), method=method)\n", " \n", "where the method is supplied using the keyword `interp`. Any standard `scipy` argument is allowed but a default of \"cubic\" is used. Observe the differences between \"cubic\" and \"linear\" below:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.contour(df, x='X', y='Y', z='Value', cbar=False, levels=40, contour_width=2,\n", " xmin=-3, xmax=3, ymin=-3, ymax=3, interp='cubic')" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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