{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Comparing a USGSCSM and ISIS camera for Kaguya Terrain Camera" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import pvl\n", "import os\n", "import tempfile\n", "import csmapi\n", "import json\n", "\n", "import knoten\n", "import ale\n", "from knoten import vis\n", "from ale.drivers.selene_drivers import KaguyaTcPds3NaifSpiceDriver\n", "from ale.formatters.usgscsm_formatter import to_usgscsm\n", "from ale import util\n", "from IPython.display import Image\n", "from pysis import isis\n", "from pysis.exceptions import ProcessError\n", "\n", "import plotly\n", "plotly.offline.init_notebook_mode(connected=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Make a CSM sensor model\n", "Requires TC1S2B0_01_02842S506E1942.img in data directory" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "fileName = 'data/TC1S2B0_01_02842S506E1942.img'\n", "camera = knoten.csm.create_csm(fileName)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Ingest the image and spiceinit" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "cub_loc = os.path.splitext(fileName)[0] + '.cub'\n", "\n", "try: \n", " isis.kaguyatc2isis(from_=fileName, to=cub_loc)\n", "except ProcessError as e:\n", " print(e.stderr) \n", " \n", "try:\n", " isis.spiceinit(from_=cub_loc, shape='ellipsoid')\n", "except ProcessError as e:\n", " print(e.stderr)\n", " \n", "kernels = util.generate_kernels_from_cube(cub_loc, expand=True)\n", "\n", "usgscsm_str = ale.loads(fileName, props={'kernels': kernels}, formatter='usgscsm', verbose=False)\n", "\n", "csm_isd = os.path.splitext(fileName)[0] + '.json'\n", "with open(csm_isd, 'w') as isd_file:\n", " usgscsm_json = json.loads(usgscsm_str)\n", " # usgscsm_json['optical_distortion']['kaguyalism'] = {'x': [0, 0, 0, 0], 'y': [0, 0, 0, 0], 'boresight_x': 0, 'boresight_y':0}\n", " usgscsm_str = json.dumps(usgscsm_json)\n", " isd_file.write(usgscsm_str)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "usgscsm_json = json.loads(usgscsm_str)\n", "n_lines = usgscsm_json['image_lines']\n", "n_samples = usgscsm_json['image_samples']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Compare USGS CSM and ISIS pixels" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "csmisis_diff_lv_plot, csmisis_diff_ephem_plot, external_orientation_data = vis.external_orientation_diff(csm_isd, cub_loc, n_lines, n_samples, nx=10, ny=50, width=600, height=600)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "<IPython.core.display.Image object>" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "csmisis_diff_lv_plot_bytes = csmisis_diff_lv_plot.to_image(format=\"png\")\n", "csmisis_diff_ephem_plot_bytes = csmisis_diff_ephem_plot.to_image(format=\"png\")\n", "Image(csmisis_diff_lv_plot_bytes)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "<IPython.core.display.Image object>" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(csmisis_diff_ephem_plot_bytes)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "<div>\n", "<style scoped>\n", " .dataframe tbody tr th:only-of-type {\n", " vertical-align: middle;\n", " }\n", "\n", " .dataframe tbody tr th {\n", " vertical-align: top;\n", " }\n", "\n", " .dataframe thead th {\n", " text-align: right;\n", " }\n", "</style>\n", "<table border=\"1\" class=\"dataframe\">\n", " <thead>\n", " <tr style=\"text-align: right;\">\n", " <th></th>\n", " <th>diffx</th>\n", " <th>diffy</th>\n", " <th>diffz</th>\n", " <th>diffu</th>\n", " <th>diffv</th>\n", " <th>diffw</th>\n", " </tr>\n", " </thead>\n", " <tbody>\n", " <tr>\n", " <th>count</th>\n", " <td>5.000000e+02</td>\n", " <td>5.000000e+02</td>\n", " <td>500.000000</td>\n", " <td>5.000000e+02</td>\n", " <td>5.000000e+02</td>\n", " <td>5.000000e+02</td>\n", " </tr>\n", " <tr>\n", " <th>mean</th>\n", " <td>-1.582241e-04</td>\n", " <td>4.160451e-05</td>\n", " <td>-0.000317</td>\n", " <td>-6.019209e-09</td>\n", " <td>1.332082e-08</td>\n", " <td>3.254109e-09</td>\n", " </tr>\n", " <tr>\n", " <th>std</th>\n", " <td>2.440481e-04</td>\n", " <td>7.481368e-05</td>\n", " <td>0.000238</td>\n", " <td>5.434347e-08</td>\n", " <td>1.298362e-07</td>\n", " <td>6.267006e-08</td>\n", " </tr>\n", " <tr>\n", " <th>min</th>\n", " <td>-5.338576e-04</td>\n", " <td>-9.474705e-05</td>\n", " <td>-0.000796</td>\n", " <td>-2.702342e-07</td>\n", " <td>-3.039017e-07</td>\n", " <td>-1.998557e-07</td>\n", " </tr>\n", " <tr>\n", " <th>25%</th>\n", " <td>-3.423269e-04</td>\n", " <td>-9.530922e-07</td>\n", " <td>-0.000427</td>\n", " <td>-1.376990e-08</td>\n", " <td>-3.486268e-08</td>\n", " <td>-1.662672e-08</td>\n", " </tr>\n", " <tr>\n", " <th>50%</th>\n", " <td>-1.931420e-04</td>\n", " <td>5.391001e-05</td>\n", " <td>-0.000304</td>\n", " <td>-5.436621e-10</td>\n", " <td>1.410718e-10</td>\n", " <td>2.908198e-09</td>\n", " </tr>\n", " <tr>\n", " <th>75%</th>\n", " <td>2.002344e-08</td>\n", " <td>1.056908e-04</td>\n", " <td>-0.000129</td>\n", " <td>1.127156e-08</td>\n", " <td>5.034687e-08</td>\n", " <td>2.329107e-08</td>\n", " </tr>\n", " <tr>\n", " <th>max</th>\n", " <td>3.018233e-04</td>\n", " <td>1.504507e-04</td>\n", " <td>0.000023</td>\n", " <td>1.385379e-07</td>\n", " <td>5.859448e-07</td>\n", " <td>1.486245e-07</td>\n", " </tr>\n", " </tbody>\n", "</table>\n", "</div>" ], "text/plain": [ " diffx diffy diffz diffu diffv \\\n", "count 5.000000e+02 5.000000e+02 500.000000 5.000000e+02 5.000000e+02 \n", "mean -1.582241e-04 4.160451e-05 -0.000317 -6.019209e-09 1.332082e-08 \n", "std 2.440481e-04 7.481368e-05 0.000238 5.434347e-08 1.298362e-07 \n", "min -5.338576e-04 -9.474705e-05 -0.000796 -2.702342e-07 -3.039017e-07 \n", "25% -3.423269e-04 -9.530922e-07 -0.000427 -1.376990e-08 -3.486268e-08 \n", "50% -1.931420e-04 5.391001e-05 -0.000304 -5.436621e-10 1.410718e-10 \n", "75% 2.002344e-08 1.056908e-04 -0.000129 1.127156e-08 5.034687e-08 \n", "max 3.018233e-04 1.504507e-04 0.000023 1.385379e-07 5.859448e-07 \n", "\n", " diffw \n", "count 5.000000e+02 \n", "mean 3.254109e-09 \n", "std 6.267006e-08 \n", "min -1.998557e-07 \n", "25% -1.662672e-08 \n", "50% 2.908198e-09 \n", "75% 2.329107e-08 \n", "max 1.486245e-07 " ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "external_orientation_data[['diffx', 'diffy', 'diffz', 'diffu', 'diffv', 'diffw']].describe()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "isis2csm_plot, csm2isis_plot, isiscsm_plotlatlon, isiscsm_plotbf, isis2csm_data, csm2isis_data, isiscsm_latlondata, isiscsm_bfdata = vis.reprojection_diff(csm_isd, cub_loc, n_lines, n_samples, nx=10, ny=50, width=600, height=600)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "<IPython.core.display.Image object>" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(isis2csm_plot.to_image())" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "<div>\n", "<style scoped>\n", " .dataframe tbody tr th:only-of-type {\n", " vertical-align: middle;\n", " }\n", "\n", " .dataframe tbody tr th {\n", " vertical-align: top;\n", " }\n", "\n", " .dataframe thead th {\n", " text-align: right;\n", " }\n", "</style>\n", "<table border=\"1\" class=\"dataframe\">\n", " <thead>\n", " <tr style=\"text-align: right;\">\n", " <th></th>\n", " <th>diff line</th>\n", " <th>diff sample</th>\n", " </tr>\n", " </thead>\n", " <tbody>\n", " <tr>\n", " <th>count</th>\n", " <td>500.000000</td>\n", " <td>500.000000</td>\n", " </tr>\n", " <tr>\n", " <th>mean</th>\n", " <td>-1.242138</td>\n", " <td>0.009946</td>\n", " </tr>\n", " <tr>\n", " <th>std</th>\n", " <td>0.030566</td>\n", " <td>0.130152</td>\n", " </tr>\n", " <tr>\n", " <th>min</th>\n", " <td>-1.312050</td>\n", " <td>-0.205882</td>\n", " </tr>\n", " <tr>\n", " <th>25%</th>\n", " <td>-1.268244</td>\n", " <td>-0.104079</td>\n", " </tr>\n", " <tr>\n", " <th>50%</th>\n", " <td>-1.244162</td>\n", " <td>0.008900</td>\n", " </tr>\n", " <tr>\n", " <th>75%</th>\n", " <td>-1.217202</td>\n", " <td>0.125779</td>\n", " </tr>\n", " <tr>\n", " <th>max</th>\n", " <td>-1.174467</td>\n", " <td>0.225041</td>\n", " </tr>\n", " </tbody>\n", "</table>\n", "</div>" ], "text/plain": [ " diff line diff sample\n", "count 500.000000 500.000000\n", "mean -1.242138 0.009946\n", "std 0.030566 0.130152\n", "min -1.312050 -0.205882\n", "25% -1.268244 -0.104079\n", "50% -1.244162 0.008900\n", "75% -1.217202 0.125779\n", "max -1.174467 0.225041" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "isis2csm_data[['diff line', 'diff sample']].describe()" ] }, { "cell_type": 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<td>1.386055e-03</td>\n", " </tr>\n", " <tr>\n", " <th>min</th>\n", " <td>-0.002192</td>\n", " <td>-2.994121e-03</td>\n", " </tr>\n", " <tr>\n", " <th>25%</th>\n", " <td>-0.000208</td>\n", " <td>-3.615079e-04</td>\n", " </tr>\n", " <tr>\n", " <th>50%</th>\n", " <td>0.000024</td>\n", " <td>5.001084e-10</td>\n", " </tr>\n", " <tr>\n", " <th>75%</th>\n", " <td>0.000286</td>\n", " <td>4.640923e-04</td>\n", " </tr>\n", " <tr>\n", " <th>max</th>\n", " <td>0.001539</td>\n", " <td>6.426349e-03</td>\n", " </tr>\n", " </tbody>\n", "</table>\n", "</div>" ], "text/plain": [ " diff line diff sample\n", "count 500.000000 5.000000e+02\n", "mean 0.000031 1.596472e-04\n", "std 0.000701 1.386055e-03\n", "min -0.002192 -2.994121e-03\n", "25% -0.000208 -3.615079e-04\n", "50% 0.000024 5.001084e-10\n", "75% 0.000286 4.640923e-04\n", "max 0.001539 6.426349e-03" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "csm2isis_data[['diff line', 'diff sample']].describe()" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "<IPython.core.display.Image object>" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(isiscsm_plotlatlon.to_image())" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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Z0Ac6KRemr4hQFXe0xMRdXkSsv/zU/Wqt38hau+HFwAZIgARIIJMEsp3AOnHqPAoWyJPhL1sJ4H3q1XEQd5hYNDISWJm5PrMCS2LDJMZr0XejUbpEYdS7d6iKEfG5OnztPf36eGzf/a+yRom4EpEl1iyxRPmKfGOXb+6p82A999bnyjU27p0nlXvw89HD/cHtkhMsITHJf71sBBCReT1B7r48WOJ66j74dfWAFmvhW88N9Lvj/j5wBL2GvAnZkt+sYc10qMStKRY5eej16NAMIvB8RdoV697VLFhSd9qPv+LTyXOUm3Dc5J9VfNDymR9nGMAeE5eAZb9txkdfzsI9Tepi1EuDM1zqvhxUV9sYIDnWKpQrrnKaicvs+Knzaj4zKqM/+x7T5yzHtmWTlPUstcCS+uLaEnelpL/46MuZWDPnU1XvRgVW6rWWmGRT7rGMcpg16vw47q5XTblsBz//Ic6cj1YxWamLWCLFdZ46D1ZWrrWMBJZ8Meo5+A00vrOGyk0mrmhfrJtvrJIOI29uzbWZukjcoqTDuJG1lsnfi6xOAiRAAjdMIFsJLAkaFzfHi4/3xYCebdMNbsLUecqVJrvtypculk5gZfb6zAosiSNZsfYvbFg4ARFhIcqqIFaMpd9/6BcF8sBu1es5tYNNXEU+UfjF6GfRtEEN/y0l5YOkfkgtsMRC9fDw9zHswfvUjr6rBbf7GroRgSX5xlZt2KZ4zpizXFkXxFJTtFA+5eZr3OUJZU0TC0LqIsHo8nCUwPtug15TgiL1bjpxp0os0rUE1oWLsSooXNyEo8bPUNappx/RLBunzkZh++5/0iSWlddl95kEQF8uInz9k+Dvzg++rFxRYpFLvdtR6sj8DX/zMxUoL8Hz4r795ofFmP3Vm6hSoVSacXq9XhWM/e/hk1g/f7x673KB9dOiNRg78SeVlFQC1l99WnMt36jASr3WxLIjrsDWTdMKS5+b1fd5ETEoOz7Xz/9MrU8pwkNisMqWLJJGYGXlWrtcYEkiVxF5hQvmVVY4+dzExScql7RYSGXzgrgxL99VKm5xcS0WKZRPjeVG1toN/6ZkAyRAAiSQSQLZSmDJA+3xl8Zi3Z870aNjczRrUFPFQ8n2//V/7sas+avQulk9/86zyy1Ymb3+SgIrdfJH30NKApgl3ub+7q39283F6iNWg27tmuLBXm0hDxIRKYtWbMK3415SMUNizZHUEZJwUaw8uSPDVTuS3kFiny7P5H7fQ6/i0LHTeHpQt6sGt9+owNqwWcTsGHz+v+FK+IkwFCuJuN6mfDJSCUZx23wxbb4K4pa5cDid+HHhb5g5fzV+nPgmKpYroaxQkppgyP2dVGyaZEKfMGWeiunq1r7pNTO5i6CWRLIiNn/5brQ/CaoE00sOqgd6tMV9be9Wmx1EUIjAkSzqEv91pSLxU0+/Ng5GoxG9u7RAlQqlVQybCPDFKzfhnib18MGrQ5UwFHfZA0+OQmx8Igb0aKN2sMm9ZPPCgl83qE0KMm99urTMUGBJEHmz7k/D6XApweBLSBqowAp0rcluwInTf1HuaHETistPdhGevxiD+VPeU0lVxerYe+hbaNqgJoY92EVtVJDNC8dPnlNxfpdncs+qtXa5wJJ4Q0njsWDqKBTMn1ute4m/G9Czjd9VKJ8jSU8hYr5yhVI4fyFG7WCVLzALp/1Pbby40bWWyd+NrE4CJEACN0QgWwksGYk86H/8ZQ1+Wf67+uUaE5eIUKsZ5csUV8HUEtfjy9uUkYswM9dfSWBdvrNL3BOlihVWWcE7tbk7jQtLHsCSe0l2t+n0OhUk/vjArirw2FdEPLz36XfqARgeGoIO9zRAxXIl8doHk1U8V2q3iLT11fSFWDV7TBqX4pVm+XosWC3vro0uD72ChvWqpXFvSlBx70ffVlYkXxqE1HmwrGaTyh/12INdUK9mRdUl2XX36dc/4ecl65CQkKTygL30VH+8NGqS2oF4NSEk14sYfeHdL5WwEYGSuogI/fr7RUpYSWC0uCQlIF4SgmYUr5P6WnEVfzdnGSSXmKSXkPgtsXpKwL7wT532QtyyYsFbtWGrcrFJzq3ckWGoVqks+nVtpcbhK5dbsOR1ic37e/8RdeSTrwQqsAJda/LlQTZBiMAVgSKCXWLVnh3SC8WLXtpRKTxFjEm6DF8erF37DikrkQic1CWr1lpqgSVCSXbMvv3Cw2mOaPp+7golEKeNfxm1qpbX8mCluInPR8Uq/g3qVsHwwT39FqwbXWs39JuSF5MACZBAJgn8pwIrk3297auLBazbI68psZF6O/5tP3AO8KYT4Fq76ch5QxIggRxGgAIrG0y4BHBL1u+vpi/Apr/2YMHU99KkdMgGXWQXbhMCXGu3yURyGCRAAtmeAAVWNpgiSaoqQd5yCLOkX5DYLRYSyAoCXGtZQZVtkgAJkEB6AhRYXBUkQAIkQAIkQAIkEGQCFFhBBsrmSIAESIAESIAESIACi2uABEiABEiABEiABIJMgAIryEDZHAmQAAmQAAmQAAlQYHENkAAJkAAJkAAJkECQCVBgBRkomyMBEiABEiABEiABCiyuARIgARIgARIgARIIMgEKrCADZXMkQAIkQAIkQAIkQIHFNUACJEACJEACJEACQSZAgRVkoGyOBEiABEiABEiABCiwuAZIgARIgARIgARIIMgEKLCCDJTNkQAJkAAJkAAJkAAFFtcACZAACZAACZAACQSZAAVWkIGyORIgARIgARIgARKgwOIaIAESIAESIAESIIEgE6DACjJQNkcCJEACJEACJEACFFhcAyRAAiRAAiRAAiQQZAIUWEEGyuZIgARIgARIgARIgAKLa4AESIAESIAESIAEgkyAAivIQNkcCZAACZAACZAACVBgcQ2QAAmQAAmQAAmQQJAJUGAFGSibIwESIAESIAESIAEKLK4BEiABEiABEiABEggyAQqsIANlcyRAAiRAAiRAAiRAgcU1QAIkQAIkQAIkQAJBJkCBFWSgbI4ESIAESIAESIAEKLC4BkiABEiABEiABEggyAQosIIMlM2RAAmQAAmQAAmQAAUW1wAJkAAJkAAJkAAJBJkABVaQgbI5EiABEiABEiABEqDA4hogARIgARIgARIggSAToMAKMlA2RwIkQAIkQAIkQAIUWFwDJEACJEACJEACJBBkAhRYQQbK5kiABEiABEiABEiAAotrgARIgARIgARIgASCTIACK8hA2RwJkAAJkAAJkAAJUGBxDZAACZAACZAACZBAkAlQYAUZKJsjARIgARIgARIgAQosrgESIAESIAESIAESCDIBCqwgA2VzJEACJEACJEACJECBxTVAAiRAAiRAAiRAAkEmQIEVZKBsjgRIgARIgARIgAQosLgGSIAESIAESIAESCDIBCiwggyUzZEACZAACZAACZAABRbXAAmQAAmQAAmQAAkEmQAFVpCBsjkSIAESIAESIAESoMDiGiABEiABEiABEiCBIBOgwAoyUDZHAiRAAiRAAiRAAhRYXAMkQAIkQAIkQAIkEGQCFFhBBsrmSIAESIAESIAESIACi2uABEiABEiABEgg2xEYNvITtGt1Fzq1boTf//obZUsWQaECeTPVzwYdHsP8qe9l+rpM3eQKlSmwgkGRbZAACZAACZAACQSVQHxCEsxmEyxmE5545VMM7t8RNauUy9Q9KLAyhYuVSYAESIAESIAEbhaBp14dh0rlS2L3vsP498hJdG3XBBaLGWs37cCFqBh8/ObjqFiuBGLiEvDSqIk4dOw0vB4vBvRsi/u7t1bd3Lh5N9799DsYDAb06tQc38xcjOmfvYpV67fiwKHjsDucOH7yPNxuN8a+8ySKFsoHnwXr3PlofDZlLgoWyIMRj/bB7IW/4b52jdG+5V2q7SEjPvb/e8PmXXh37HQY9Dp0bN0IU2cvxfwp7yoL1lffLcTCZRsAnQ4N6lbBi8P6wmQyZhlGWrCyDC0bJgESIAESIIFbn8Azr38Gu8OBz/83HEdPnEXnga/g7REP4b57G+OLb+fjXFQM3nj2QXzw+UzEJyTinRcG4eSZC+g04CUs/f5D5Msbida9nsM7Lz6Mu+tXx4Sp85TYWT7zQ6xcvxUTpsxTbrz8eXPhrTHfIndkOJ5+pLtfYImLsIvc84WHlQUrtaBKLbDaNq+Pe3o9i3dfHKTuM3P+Krz36XdYMetj/H3gCMZO+gkzJryG0BALhr/+Ge6sXdkvALNiliiwsoIq2yQBEiABEiCB24SACKy7aldG366t4PZ4UKPlw1g3dxzy5onEL8t/x9Lf/sRn7z2trE9OlxtWi1mNvMMDI/Hei48gV65w9Bv2Dn5fOEG9fuFiLJp1exqrfhyjBNbGLX+r66VMn7Mcew4cwaiXBmdaYFUuXxJ9H3sbmxZ9odoSq1idNoPVfcZ/MxdlShTGoH4d1HtrNu3AlJlLMHXsyCybJQqsLEPLhkmABEiABEjg1icgAqt5o1rKYiWlavOB2LzkS4SGWLF41R/4ZdlGfD56uLISffbNz7gYEw+9Tq9cf5M+el79PHLURCz9/gM/jFqtH8Gv33+gBNaOPQfx/itD1Xvfz13h/3fqIPdALFhFC+bDiHe+wPJZH/vvU/feIVj83Wi89fG3ql2xXklxe7zInycSsye+mWUTRIGVZWjZMAmQAAmQAAnc+gQCFVhisXq4T3t079BUDfrefi9g1EuPIDIiDAOfHo3188er16Oi49C061N+C1ZmBdZjI8eonYXtWzVQ7fV/4l3079YalcqVUJYynwUryZaM+u0eVfcRt2T5MsUxoEebmzYhFFg3DTVvRAIkQAIkQAK3HoFABdbdnZ/AxI+eR9UKpbFw+Ua8O/Y7fPzGMBXrJC7B8e8+hXo1K+LTr+dg8g+L/TFYgQis7o+8juFDeqLxndXxxkdTkC9PJJ4a1B3HTp5F10GvqbivNk3roUWPZ/C/l4eoelNmLcEnX/2I5bM+wp4DR1W82JSxIxEWasWPC39TAe4+q1xWzAoFVlZQZZskQAIkQAIkcJsQCFRg/TBvJSbNWISIsBBlxZJdhfOWrMeMCa9i29//YsxXsxERHoq+XVqqn+d/Owor1/0VkItQxJHsCBRRdVedyhjx9hfKRVmudFHExieidZN66Ni6IVZt2IrR47+H1+tF947NMGv+KrVbsVjh/Jg4fSHm/7oBLpcbpYoXVsHwBfPnzrJZosDKMrRsmARIgARIgARIQAiI4JGi0+lUoHztex7Bn4u/hNWqBcTfjoUC63acVY6JBEiABEiABLIRgV5D3kTPTs3Vn/lL12Pqj79i7uR3slEPg98VCqzgM2WLJEACJEACJEACqQhs3/0v3hozFfGJNuTNHYm3nh+IyneUuq0ZUWDd1tPLwZEACZAACZAACfwXBCiw/gvqvCcJkAAJkAAJkMBtTYAC67aeXg6OBEiABEiABEjgvyBAgfVfUOc9SYAESIAESIAEbmsCFFi39fRycCRAAiRAAiRw/QQ8Zyqku1hf+MD1N5iDrqTAykGTzaGSAAmQAAmQQGYIuE6nF1jGIhRYgTCkwAqEEuuQAAmQAAmQQA4k4MhAYJkpsAJaCRRYAWFiJRIgARIgARLIeQSSMxBYVgqsgBYCBVZAmFiJBEiABEiABHIeAVsGAiuEAiughUCBFRAmViIBEiABEiCBnEcg8VT6GKywoozBCmQlUGAFQol1SIAESIAESCAHEkjIQGCFU2AFtBIosALCxEokQAIkQAIkkPMIxGUgsCIpsAJaCBRYAWFiJRIgARIgARLIeQRiMxBYuSiwAloIFFgBYWIlEiABEiABEsh5BKJPVUw36DxF9+c8ENcxYgqs64DGS0iABEiABEggJxCIOpleYOUrRoEVyNxTYAVCiXVIgARIgARIIAcSuJCBwMpPgRXQSqDACggTK5EACZAACZBAziNwLgOBVZACK6CFQIEVECZWIgESIAESIIGcR+BMBpebd10AACAASURBVAKrMAVWQAuBAisgTKxEAiRAAiRAAjmPwKkMBFZRCqyAFgIFVkCYWIkESIAESIAEch6BkycqpRt0seL7ch6I6xgxBdZ1QOMlJEACJEACJJATCBzPQGCVoMAKaOopsALCxEokQAIkQAIkkPMIHM1AYJWiwApoIVBgBYSJlUiABEiABEgg5xE4koHAKk2BFdBCoMAKCBMrkQAJkAAJkEDOI3A4A4FVhgIroIVAgRUQJlYiARIgARIggZxH4ODx9EHu5UowyD2QlUCBFQgl1iEBEiABEiCBHEjgnwwE1h0UWAGtBAqsgDCxEgmQAAmQAAnkPAIHMhBYFSiwAloIFFgBYWIlEiABEiABEsh5BPYdr5xu0JVK7M15IK5jxBRY1wGNl5AACZAACZBATiCw51h6gVWlJAVWIHNPgRUIJdYhARIgARIggRxIYHcGAqsaBVZAK4ECKyBMrEQCJEACJEACOY/ArgwEVnUKrIAWAgVWQJhYiQRIgARIgARyHoEdGQismhRYAS0ECqyAMLESCZAACZAACeQ8AtsyEFi1KbACWggUWAFhYiUSIAESIAESyHkEtmYgsOpQYAW0ECiwAsLESiRAAiRAAiSQ8wj8lYHAqkuBFdBCoMAKCBMrkQAJkAAJkEDOI7D5aJV0g65fak/OA3EdI6bAug5ovIQESIAESIAEcgKBPzIQWHdRYAU09RRYAWFiJRIgARIgARLIeQQ2ZSCwGlBgBbQQKLACwsRKJEACJEACJJDzCGzMQGA1osAKaCFQYAWEiZVIgARIgARIIOcRWH8kfQxW49KMwQpkJVBgBUKJdUiABEiABEggBxJYm4HAakqBFdBKoMAKCBMrkQAJkAAJkEDOI7DmSNV0g25W+u+cB+I6RkyBdR3QeAkJkAAJkAAJ5AQCqzMQWC0osAKaegqsgDCxEgmQAAmQAAnkPAIrMxBYrSiwAloIFFgBYWIlEiABEiABEsh5BFYcTu8ivKcMXYSBrAQKrEAosQ4JkECWE/B6vdDpdFl+H96ABEggcALLMxBYrS8TWOv+2IlR42bgfFQMalUtj/dfHYp8eSLT3eRK9cZM/BFTZy2FQX/p8z/ryzdQoVyJwDuaDWtSYGXDSWGXSCAnEfB4AbfbC6fbA5NBD4NBh1S/Z3MSCo6VBLIdgV8zEFhtUwms+IQktO03Ah+9Pgx31qqETyb9iNNnozDmzcfTjOVq9d4a8y0qlCmOvl1bZbvx30iHKLBuhB6vJQESyBQBr9SW/+kAt8cLu8MNu9MDt8cDp8sLk1EHg14Pi0kPi9mgfaNNqU/bVqZQszIJBIXAkgwEVrtUAmvp6j/x8+J1mPjhc+p+8Yk2NO/2NH7/5XOYTUZ/H65W75X/TULThjXRqXWjoPQ5uzRCgZVdZoL9IIHbkECKNoLXC4j3z+MBHG43EpPdcLk88Hi8Sj9dXkRM6fU6GI16hFkNMBsM0Ovhb+c2RMUhkUC2JLA4A4HVPpXA+uq7hYiKjsXLT93v73+zbk9j2riXUap4If9rV6s3atx09dk+ePQk9DodenZqjiH3d8qWPDLTKQqszNBiXRIggYAJiHBSfzxeOFxiqfLCZndDYq0yWyQ2K8RigMWkg9logE6vgz6zjbA+CZBApgn8cqhaums6lt3tf+3Tr+fA5XLhuUd7+19r0+d5fPrOk6h8R6mA6klsVojVgp4dm+PU2QsYPOIjjHyiH1o3rZfp/manCyiwstNssC8kcBsQEP2k3H9ON1wpbkCXO/Oi6koojAadch+GmA0wGcTWpVPWMRYSIIHgE1hwsHq6RjuX2+V/beL0hTh97iLeePZB/2sNOz2OmV+8nsaCFWg9aeTLaQtUHNdbIx4K/oBuYosUWDcRNm9FArczAbFMScB6ssOtLFUOlydLhxtuNcJqMSDB5oJVCS49dyFmKXE2nhMJzD9YI92wu5Tb6X9t+dotmDFnBaZ+OlK9JjsJ7+3/AjYt/BymVDFYV6u3a98hVK1YBhazSbXx2ZS5iIlLwKtPP3BLI6fAuqWnj50ngZtPwOfhE6uR/OxwumFzeJQbMCLEBJfbo0RP8GxW6cco9xaBJX/HJbn827stJk1omU0G9V7qvt58UrwjCdz6BOYerJluEF3L7fC/lpiUrATV+68MRf2aFfH+hB+QkGjD6FeG4PCx0zhx+jya3FUDV6vX/4l30aBOFTw+sCtOnjmPgc+MxlvPP4TGd6a3nt1KRCmwbqXZYl9JIBsQECuVWKsSkl3KWiUpFnwlV6gR4g7UBJZXnHdqx6CUYOe4CrcalJhLdqaXcpLqQaxamghj2odssGzYhVuUwJx/a6Xreffy29O89sfWvXhrzFScuxCD+rUq4n8vD0HuyHDMWrAay37bjMljXlD1r1Tv+KlzeOOjKdhz4Cgiw0MxoGdb3N+99S1K7FK3KbBu+SnkAEggawmIFcjj1fJUSSoFSa0gP2cUqx5pNcDp8uDYoXMwWUyIyBehAtJF5NxMgeUjIlYsya0lMVuSAkJ+ll1KjNnK2jXD1m8fAj/+WzvdYHqW33b7DDALR0KBlYVw2TQJ3OoEkuxuZSVyOD0qYF3SKlxefLsCPW4PLvxzEns37sOhv4/DaDYhT5E8qNK0CkpXLw29Xq/EVrDK1SxYGd1DpX3Q62A26WE06BFqMQSrK2yHBG5bArP/rZNubL3Kb71txxvMgVFgBZMm2yKBW5iAlgRUUip4IMJKRJVYqVSqhaukVpD35M+x3cfw47uzkByfDJfTrZHQAaG5wtD79V4oUbWkEllpSmq9lkp7BWLtyqzA8t1XWdOUyxJKbInQMhv16oXgyb9beCGw6ySQisDMf9KnSuhzxxYyCoAABVYAkFiFBG5HAj5BJcJCclXFJ7tgd2hZ1TOTqkqu9Xg8mDpiCo7vPqZcgaktXWK1KlCqAIZ8NhRGs1EpNqmfFJcEW7xNoTUYDQjLHQZziDlgd+L1CqzL51KElsoeb5akpikxW9JJCq7bcdlzTJkk8EMGAqsvBVZAFCmwAsLESiRwexDQhJNXBaK7PZKvyqMypiclSyLQFKtTJocqYinqeBS+ePRzuB1u6PRaxna/xUgP6A16vDTvZRWXlZxow+FtR7Bj+XYc+OOAqhaZPxJVm1dFw26NEJYn7JrxWr5dhFcKcs/kEPzVhYUWs6WHUa+HQQ9I3i3m2rpeorzuVicw45/66YbQ/47Nt/qwbkr/KbBuCmbehAT+ewIirmwOyU/lVsHqkgxUXpOjaCQwXVyDmbFc+UYksVc7VuzAgk8WqCNwxM8m7RglwFw8byKw9Hq8NP9lZcESUbV4/CLEnotNA0UsXfXa10OzAc0QnicizXvKRZniTtQC5oHwENmxmPEuwhulLe3LfeQsRAmOl+zxktiUwfE3SpbX32oEpv9zZ7ou33/Hn7faMP6T/lJg/SfYeVMSyFoC/tAmlVXdg0S7G8nqmBrRKZqwkiK2mVCV7kAyr2cuMag/uN3jxfEDp/DxsMlw+duQFA2A1QBEmHUwGPUYOfcluJwurJi8HNuWbIPbl4j0UiYH5Sa8d1g7VGtWTQXEi3iLOReDQ1sPwZHkUH0uVrEYilcpjlzhFjW2jNI0BJOuElsp2eIlsWmYRQ6hFuXoz0ARzNuxLRLIVgSmHbgrXX8GVPgjW/Uxu3aGAiu7zgz7RQIBEvAdpCzVtYB0LSjd7vKomCqb3XXVlsSCJbvrYpOuXu/yRnwCy5HswMyxS7Ft7V4V4H6paCIrT4geleqWRt+3+iE+Kh7zP56HIzuPwJ3ikfRtLNSLK84LNB/QHE36NlXWokPbD2PBmPmIOx93yYKl16Fxn8boNKQ13Gqc2h39gfg3EDgfIHJlzRKxJbm2FPRUYiv1fATaHuuRQHYlMHV/g3RdG1hxU3btbrbqFwVWtpoOdoYEMk9A7eKDTjv/z+GChFKJy0/cZ4GUGxFYcu89fx7ErzM2IjYqHjHnYuG0u/xiR9xsZSsVwgMvdUWBkvkRfTYWcz6ah4Pbj8DmAkRTSbYE0Ski8sSd2HpgKzTv11TFhE1+fiqO7T7qF1e+8YhF7Kkvh6Jg2cJweLS9fxJsL/1JTkyGiL6IPCk5uFIUXCA7EwPh5asjAjBfLouKX5NNiBazUbkUdTIb9CVmBiXrZmMCU/Y3TNe7hyr+no17nH26RoGVfeaCPSGBTBEQMaFcey4tAagIKhFWmS03KrA2LNqKdQs2K9OZy+FSbsCkOLvK8B4SHoqy1Uui+6OtEJkvHHs2H8ScT5fi7MmoNG5KESh5LUB47jB0eqo96rasjl3r92LGmzPhShUb5kujIO7DUpWLY8i4QUpgCQu3y41tv27D4W2H4LA5EJ4nHGXrlEXVZtVUkH1WJDvNE25CdIJTWeqMRi2/lsRsWdTPwU+umtm5ZX0SuFECk/c3StfEoIobb7TZHHE9BVaOmGYO8lYmIOLhcouIBKvHJTm1lAcqD9X1j/C6BJaymomm8mDXuvWIPTYT5Sucgk7nRXx8CLb+WQYH9hWH3mhCyTuKoMejLZAvfwQmj16IvVsOIepMLDyXicEQE9Cicx20fbStOiT2t+m/Ye0P69SWRBEw2hE92jjVbj+zEW8segVOjxar9fP7c7D/j/1w2px+GNYwK+q0r4OmfZvBGm4NOGgqUAtU7nATYhIu3U9uLMYryRYvnZa0D+JOFMuWr2Q0n9c/e7ySBLKWwKR9jdPdYHCl9Vl709ukdQqs22QiOYzbi0CauKqUQHWHS0sCKtYeCUiXf18tAWigREwGHSwmPRJkB2CgJUVg6bxR0MVNhi1qJbwpuRm0GDAdli6si3//LYM7m1dFx/6NEBfvwOinpql6SXE25VJUbr2Ue4ZGhOLtGY8jJNyq8mgtn7ISK3/YgERNRyLMCFj0sjPRC4nXCgmz4pW5I2F3efHH/E1YPnG5smJdXnIVyoUeL/dA8Uol/Jnk5b4Ou0NZuuRnvVEPub9KhJqyg/BaKCQPl1itLhdYvutEpPnElNWkHddjNsrORLGmabUYr3Utynz/vyYwMQOBNYQCK6BpocAKCBMrkUDWE/A9bH1WGqdbc/tJWgUJVvdZquQAYzkLMLO7/q40gusVWCJ7zJ7VsDq/RnxMHGwJdv8tNJGlx4qV/VG71T0oVr4I1i/8C3/8ugm5ciUo4SHuxOgoM2w2sxJk4bnC0X5gU1RveAcunonB92MWYf9fh9NZusKMXuQK0aNF70boNKytioGa9OwUHN55FJ5UB0+rzog1Sa9D0/7N0Kx/M+UqFEF1fO9x7Nu4D2cOnoHL4VTiqmLDirjjrgpqJ6PPgnU1S9a1BNblvH2WLcmxJWkflDtR5djSrF4UW1n/GeMdMk/gy31N0l30aKV1mW8oB15BgZUDJ51Dzl4EUjahaaLDLdYpLVeVxKhfHlMlD+IwS3YQWBLr5UGY632YsTslM7sNdrsTjmTNZWYJMcFjbQt93ieU0jl/dAf+2TgJxUueS9nvCFy4EIkdW8vh1IkCMBiNGPxmd+QpGIkl363H1jV7kRCThPiLmqXLV8Tb1qRtVfQZ3gGR+SLgconAmoqDOw4jyaHtXJQcXKl3J9ZsUwudn+6sLFVnDp3B4s8W4diuY2kWgsrD1akemvVrjvC84SnC58qH52RWYF2+6kxGLZGpiC2LSQSXlnvLtx6y1yplb3Iqgc/3Nks39GGV1+RUHJkaNwVWpnCxMgkEj4DvqBoxusi5fwk2p7JiiKVKnrJXCquSPExy8PJ/a8HywKD3Iix5MOJi3DhwIAS2ZB0a3hUNvUGOmfGquCO3oQYSjC9qYsw5HOdPHALcl2KWPB4dDh8qjNXL6yB3wTLoP6KzElMzxy7Gkb0nVYxXUkIy4i/Eq6B5EWphuULRtHMd9H28NVyS48vmwsTnpmHP9mNqJ6Vyv3m9iDRpuxMNBj1aDboHDbs1VAJm7Q9rsHbGWrgzyFwv1qt2T7RH1SZVL7kTvV4V4+XbpaiC5fU6RIaZlSsz2XX9AXBKvqXEbGnJU03qfEQteTzPRgzep40tXS+BCXubp7v08cq/XW9zOeo6CqwcNd0cbHYgoESUxCvpdIhLdKrs6uo5mxKzc60+XldQ+lUaDdRFqFxckAOSdSpwW3YL/jrve6xasl8LPtcBVosbbdpEoUGjWFjMOiTpOsNu6AaTewVCvDPgsNsQcy4ujUVKXIlbtnfB3d2GQK8z4MShs1gybSXsCWf8li63Ww9bkgUul3ZWYK0mldDnsRawJ7uxceVuzJ+4GlGnolPFpGmiJ5dFh1Jl86PnKz2Qv2RBXDwTjQUfzceRXUfT9MFvHdPr0HJgS9zdp7GKx5KYrqTYJGxfth2/fbdaXRORPwJla5dFx8H3IDRPOOy+c61TpWbIKDbuWoHzqedf+EaGmZRQlH4w68O1PhV8P6sIfLa3Rbqmn6i8Oqtud1u1S4F1W00nB5MdCfjsG+Luc6tUCpobUOKoMiOsfGO7mQJLSz+gUzmqtLQD2m6+ZLsLi+f+hd9X/gGd5wJ0uJQeIizchU6do1CnnhHxxtcAXT6EukfD6NmrLFL2ZCfsSclwOZ1KLJktFhgiW8NhGSrHPkPvOYmdq75F2ZKX3BBxsVbs21MCf22uAIc9FB0GNkObjjVw9MgFzJm8Bod2n1RxW5IDK7U7MSLSivseaoxWvRrCaDHh7PGLmD16Lv7ZfkSltpDxiDtRLEZKQF4msKJORWHR+EU4vPWQJt58GfD1OhQrVxgPvj8ApvDQdIHxKjeZ7P5MlYH0WgLLN7+phZY6F9FkgMmoWeLErZhi9MqOS519ug0JjMtAYD1FgRXQTFNgBYSJlUgg8wS0BKBAskPO/pPEn1CiStxKN1JC5CBigw7xtkzs+ruGBSs8xIDohEuZ3CV+Se4RKllAAZVvS3YwaodEe3H03zP49rPl8LhdgDcGesSnJNjUbpS/IPDYyE7wGGspK5TVMRoH/j6GvX+HqvdLlrKhVs2LMBoBk8UMp64JbIZBgNcJi3suXHHzkHAxWtX1Bf2LFWvNqhqISWyCdg82Q5VKhbBryxF8+8kSOGx2ZRW0JzmQnORU7j+J6SpUOj+6Dm2FO6qXUCIx/lwMvvvffOzafAgphkOYdF61MzPSDJhDzGgzpA3qtq+n7r19xXYsnbAE9qRLAfw+lJLstEmfJmj2QAu/O1He87kT92/aD7PVjEJlCmmB86nyYgUqtnz38h1CLXFaIrIkg7zmRbxyjNiNrDFeSwI+AmP3tEoH45kqKwkoAAIUWAFAYhUSyAwBEQQSH2VzuFQepIvxTs0lGKQiW/3NxkymVbjKvaW9XGEmXIh1qCSZ4p4ymwxISnZC28noVVYrTexolpkdfxzE/O83avFiHjng2Q4dklMe+gbojGF46YOBatdeXHQClsyejZNHjsGWpAkCi8WD8HA3Bj58EkWKuJGs7wWHoR303pMIdY1XfyclJiM+KsHfc49XB7e3KAz5n0FI7hoomj8U2/48hG8/XIgy5Y8jLNwGh92Io4cLIj42RLJlIV/h3Gj/YBOUrlRMnVu4bc1ezJ+0ClEnL8LrnxJtcBFmoEylwugxsjvyl8iv5mzh2IXY8ev2lHGngpgSRH/HnXegz1v91DgVH48XO1fvwMbZGxF3Lk4JL5PVpI7/qdGqJgyikC4TRldLtZGRgEp9CHWIyQjZlUidFaQPF5tJR+CTv+9J99rwqitIKgACFFgBQGIVErgaAXkQ+7xHCTaXEldKkHi9yBdpQXSCQ1l9glWCKbDkwWwx6hARalIpIfQ6PRxOtzocOqMuixgQC9xf6/fhp0mrYY9JhCMxGaZwKywRIbBGhsJkMcJgMuKF//VROa/W/LoTG1b8BXjOQQ+flUxzz5Upa8fARwxwhz0Kr64oDJ69CHWNhsvpht2ug9eTDI9TDnn2wmg2wWgtCmfIMHgMVVA4jxXHDm/Gqd0fIH8B2ZmohWzFxVmxYkldHDtWCPkL50WHh5qheLlC6gifb975GedPxyD2XBwS45LgTZXWwRJqwitfDETBckWUv1B2J877aD52rNipWR1T4sxESsmRPhK7Vq7+Hej9Zl8lsMRyJa7EBWMXqLMT/cJJuR71uG9EV1RrXk2Lqbos8ai2qUFbI6lF1bUsVP7UDyY9IkKNKsGp3Ffl82IhgSAQ+DgDgfUcBVZAZCmwAsLESiRwiYBPKokgkWNcxMpjFzdgqoe12sgGoECkGXFJLnWcTbBKMASWuMQkD5PVrIc8iyVVgCTMTHZevZ/y8I6Lisfiaeuwdt6WtIlOJYVEgUhEFs2LMhWLoP9j9yA6KgG/zPodhw+cgdfjgA5R0EH+lp2GQFhEGNp2bYZq9cQl54XHvhcXD3+KgwfNOHXSjKLFHChePBlly9pgtQIeXUHYDIPhNlRC4dxm2C6+jtgLW5EUl+iPjxKxGxMTisXzG6FcnWZoft9dStA47U589ORUeL1uZWmyJciZhS64XR7oDQZE5g1H3ydao27TisoSJ7s6p7z5E7as3AOHwiIxVV6EGIBQk5w9qEfdDvVw72PttfZtTkx7eRpO7DmesuNQm3GfdUnchUM+H4p8xfP5RZSyCHq8iDoRpRKfCpaIfBHqmJ/MJD2V+4SHGJVlU1y5Iv58R/eoPgRr8bGdHEfgw7/bpBvziKrLchyH6xkwBdb1UOM1OY6ALwmkCvCWAHWXR6VWEMuUllQzrYXKJ7ByhRphc0iy0OAKLAl0Tx0zFciESCC3pACQrO2S8kB6rGLCvEBkiBFR8WmPfMmoTbHk7N30D379bh1OHj2PxPjkNNV0Rj2KViqGzgOboXr9sjh59AJmTf4N8TFJKUHiLkB3SWDp9SFo0rYOmrerpaxdf63bjM2/LUVU1CWeERFO1Kodj46douE1lIHNOBxefS4UDN0Je9zHcDkcsCUmIyE26VIQusGA+KQiiCg1HtZwLaeV1Jvw4peoXPUw8uSJQ/TFCJw4nh+nT+ZXiU7Ffdf+waao3biCij/b/9cR/PTVSpz49wwccixRqsQZIUYRz0b0ebsfytQsqxSMPdGO93uMTonBuoTFJ7CMJiM6Du+Emq1q+i1YtgQbdq3ehZ0rdsKZLJY6TWA16NoQZeuWVRbF1NauK82zrDcRWOIGtUkuMAnc1+vUfKuYLZNB5QVjMtNAPimsk5rAB7vbpgPyQrVfCSkAAhRYAUBilZxJwJenSp5WyXYP7C4XHE7NRaZijwIokozSd8RNANUDqiIWLNnCLzFTgRSTASooWnajiTBUQfep4qqkDd+hxVdrz2dtWTd/M9b9vFm50BLik1WeKuVCk4e6UY+mHWqj3UMtEJE7DOdOR2P2F8ux789//e44U4gZYYVzw2g1IzTUjHs610WdRncoS9JHr86CwxYFeCXAXUsaKsVk8mLw0FMoUO5JeIzVlCUpv+UX2ON/hMfj1ubE44HH5RY7GCwWM2AwIdE8RZyLapej17UXUXteh9GYCKNRrI86xMeFYsfWstizuzS8CMNTH90Pa4jkt/Jg7LMzYIu3IdlmR/TZWC1vVoqbUNygfQY1Rv2ujVSMlZTkRDs+6D5aiWm7CxARltpyJNd0Gt4ZNVrWUKLJ7XZjyy9bsGrKSjiSHH6RLm7B0Fyh6P1GHxSvXNwf35UujUfqJagDIkKMSixL2o/Uy1PchhIkL+k1LEYjrHLeUIrSomUrkE9Qzq4zeve96QCMrLY0Z0MJcPQUWAGCYrWcQcBvqUo5I09iqsRipSW5zHwRgSXpAILpIhTBJEkuo+IyFlhqd5keCDXrYTLpVaoAcWEm2q9sRQtUYMn5gYsmr8aBHUeVqPFlHfc43TCZ5FBjPcpWL4F7H2qOPAUi8ducP7Dwm1WwyYGCqYreakS+8kVQpGQ+dOjVCCXK5MeapTuxZumOFPea7EyMU1doFiA9ipetgoFPd9FcZ14PInWLcGjvQuzaJQHtUs+DJk1jEBHhhtGkh1dnRYLxS5X6Ad5ERDiHwZYQj/hoOapH64z8HRcbguVLG6FSg/ao16qGlorC7cH7j01WVjVfeob4GM0NKUJHdgV26t8INVtVgxAWsgkxiXi758dIsF86I1IPL8LlDEURuaFmPDJuMAqUKqDu7Uh24OsnJ+H80fP+vvgQiSAqWaMk+r99P8yh5jTsxKUouxpFoEkxGAxqt2K+3GYkOzwpbt4rSyeDQacsWmLxklpyL1q2Mv/ZzilXjNrdLt1QX662JKcM/4bGSYF1Q/h48e1EQGKq5JklbjMRVeIC9J0Rd73jjAw1qgd0sFIqKCEBIHe4CdEJl0SLvCYPTrFuqdxOKUHOSXYXxDt5LYNbIAJLBFVSgg3zp6/HxlW74dNrRrH96PUIlZxNRgNqNq6AFn0aqZxfU9/5GedOXERsdKIKXPcVESnhRXLh/mc7oXr9Murl35bswOpF2+G2O5Rw0xvcMJg0CafTmWE0W/Hyh32VwElMsGHnuuVY/etOFVPlK7nzONGx0zlUrmyHx9IGDmM/9ZbZPRtWzyJ4PA5lcUtOdKizEJUrzWxGoqMRcpd9EdAZVX2xik0YMQEFCl1AiEUTsvHxVpw5nRfJNjP0egM69m2Axh1qKXElOy1/mb4By2f+nnK0j5Jv6jo1Xxag+t0V0eeNPsp6pc5D3HMc346YqiyBl6ft1/plQP93+6NMrbL+mC2JIzv29zHsXLEDyQmaezY0VxiqNquKhi0qI87mgiMl4/3V1qxvXYsLUcSW5NsyGLS4PBYSSE3g3V3t0wF5tfpiQgqAAAVWAJBY5fYhoJI/puy08u3QErdKYrJL7aLT8lVdn7UqI0qhFjlvLng5q3z38AkieXhbxPUjZi21FU0Hm9OdJrVCILMXiMASwbR7xxH8NH29Ek3i0ktdwg06lMwfgfseaYEytcpgy6rd+HXaWlXPYXeqeC2JEZIDmc1mI0IjrHjzh6dU7JNYIgLq1AAAIABJREFUilbM24Il366BS/xrIrCMBphzhcCaKxQGkwmFiubG0Bc6qfc2r9uLFQv+gstxDjpoqRx8NpsCBR3oNaA08pbsDujyKC6hzvdg8ByA1yNnPEofPCoTvYgKk9kEl6kFHKZHJK2qxtF9FvvXjkS+fBdgtWoCKyHegn/2FcPmTVVgd4Ti+fd7w5w7HEajAacPnsXk0Qtgtzm08xNjEjWXaMoOwhJl8uHR0f2Qu1Bu1ZYIrO0rd2DhmAVItrshVSXhaUoeUWWBFC6dn+uCmi1rqnYkq/y+3/dh5eQViD59KWu9WCglcL7n0+1QqHo5dQhj6t2HaeIDU0yOl+9OlJgzEVdq44PFoPrh25F4+eclkPXEOrcPgXd2dUg3mNeqL7p9BpiFI6HAykK4bDp7EhBrjtsrO/88sNldKj4pSQRWEFMp+EYuu7lkp14wLVjStggiiQMTy4McDG2zawH31zuEQASWWKC+nbgCRw6dQ+yFeCRdFuAumcbbtamOXoNbqF13v/38J9bM3YxEp0sJiFDJlp4ig/Rql5sBI795DPLzuWMXMG3UPBzadyqNNUesPRKvFV44D3oObIrKNUsq1+QPX63C4X9OKauYTiU5jdZa1olrMALtujdH/aY1NaHh9cDqGIVNa8/gwH4rLlywoFr1eFStFo/Spe3KRWbXNYPdOEhzJ8INq+tT6J1/4MKpi2l2J7pdeqxbWwMFSvdBx96NcC7GruZh+9p9WDpjgxJBaoODSnpqh8vlhTXMCnOoCSM+ewgms2bRFIGluRTHIMnh8btajTovIkxakldLiBnPTB+OkAjNBSpB9N+9Mg0n955UItVXfEH0BYrlxaNfP6FitnxpGnziyufmVH+nzIMveP5ysSU8JCA+zGpSOyUNciYig7Wy5y+zm9Crt3Z1THeXN6r/chPufOvfggLr1p9DjuAqBLRAdW2XnzwIJQA5yX7J/ae528xKYEn+quDZrrROBUtg+WJlxAUo2dVlC74ccpyQHJxs7iKwxIonAflXKk6nC++9OktZ+kSgOpOdcCQ6YLfZlbUld74w9HygKe6+uwJiE+z4ZeZGLF+wFY5Uqs8KIDJlV1tYZAieHvcQ3E4XfvjwFxw/cBoJcUmIi5Udh5d6YbSaULtNDTw4vL2K8Tpy8AwW/LAR0Wdi4RRBk3L4ss6gxZuJcKh5Zzl06ddINZJsc2DZ3NXY/eef6qieS8LEi4cfOYly5VxwWB6E29BMxXoZPNsR4v4GOu95JCfZVb6sS9Y6HUzh1RFe+FnkylUGZ2PsSiztWL8Ha+etgEGvWbtkV6LdbobTboHbq1PCasS4gcoqp9ah3YnpH/yCvX/+qyxeWtEGLZasfBFG3Du4Ne7sVN8f5C4B9x/1+lC5XlMfB+QTPyFhZrR7shOqt6ieJvGpzM+hHYdwZNth//E9VZpUReHyhVXsli9JamrB5ovJkr/FjShrTlJAiFVLCTLtP5YcQODNDATWmxRYAc08BVZAmFjpViMgjypl0fFookpcf7aUU3lTx1XJQyIi1AC7I7iB6D5eIrAkpUJskuuacVAZMZbr5Y/EV4mrUcYkgcyyY0zGFUyBJYwyas9nBZEEpK+++j1sHjeSvR4YJCcUDOqPhEuLRapLz7vQsGF5bN1yBDO/W4fzJy/CkeLy843PogOK549Al0HNUbFOWRzbfwoLJ65CzPk4FbhtS3Ko8wpFSIhVzBpiwiPv9EbZaiXUA/7C2RjMGL8MR3YeVSJPb9TDINaWyFD1R65p1q4GmrapCRGFm37bi3XLdsJlPylySzvSJ6UzBQs60bVvARQq2x/Q51MSx+ReCov7R8CbrHkLXW64XS71nrRtsVrhCX0NIWHVcD7WAa8nESf3LAPiZyB3njjNggXg3wNFsOWPijh3Nj+q31Ve5dgS8Se507asP4B5E1croSXWQDlD0afuRazWbFgOD7/dW1n3fBYmW5wNH/b6QAlcCdsSK5Ok3pAia1oJrCc6onrKLkV5XUTZX4v/wobZ61XMlu98ROlH4z6N0ez+5hlml0+9FlN/XkIsci6iXhNbem1NUmjdar8dM9ff13d2TnfB2zUWZK6RHFqbAiuHTvztOmz5xq2C1B1aHJL8fK0dgBInJcHtwdzpl1pgSYZtSeIZqPtO4owlV5XEw8jDS0SVEomSuyrFsiNB7vKgvlkCS6wuq7bsww/zNyHRIecPaiPUe4FcOiPywIgQkwlPPNcexYrkxnffrMXO7UdVTFJcdKJK8ukrIlLatq+NLgMaK4vT0b0nsWDSSpw+E+tPVWCSG3i0HW5i/en/Uhd13I0A2bFmL37+cjnOn4pJs4x1RgMiiuVFqSrF0X1AYxQqllclOl384x/4Z+9JwCN9sEm4OnSQn0NgNBnQsmNjNGhRX4s5EhHlXIfT//6MLX9q0iEs1IWq1RJQukyyitnyIDe8oSOgN5ZHfLILBtdWWJ1fIy7qGBw2LUBfs5oCx44WxJ9/NETTbl1QpkpxdQSRnIk4fewS7N1yRNV1OdywJ19K0yDWyXqtq6PTQ83V+H0lKc6G93p9rCyNsibkHbF2SeJTOQzaGmZGrzf6okyNMv7cWYe3HcKc0XOQEJ2QLpDeZDHh/lEPoGT1kpoVMBN+QBH84p4WV6a42OXnTFx+u/76uS3H9dqOLunG9U7N+bflWIM9KAqsYBNlezeVgBZTIpYdj4qpkrQK8tDKzIHKIrDkIomFCXaR56O4VyTZ6LWOy5HA4vBQI0wGgzquRsST5tpM36sQk1i1gnceobgIr2TBEpano2Ix4afViI614WKq8wF9Iqug3oyHejdF7Tql1cHL0yb/hsNHLihXllwv1hOxSIlkFCHQoEkldOp5lwpNP7LvJL79fBnOKIGVItwA5JOkqAaDyq3Vf2QXlKpYVGWR/2Xyavy78xguno+FI8UqKVfJAz4sXwS6DWuD+s0qK/F04VycclUe+edsSroFtToAndqnqFIcSJLTJm0lPYO2u2/31h1Ys+hXxESJGBOR50VoqBsVKiSiV5/zcBkaQR82AHp9LiTanTC7foLVswAetxNJcUla8lVfGgidGd6w+2HJ10MF6ivt5fVg+ocLcfLf06ptWSPicnW7JF2CcgajRuOK6PhgU79QEoZzv1iBP5ftQHx0Ygon7SYGnRd5Q3SoUKcs+rzZD0azloBLdkku/nwxti3ZmiazvI+V/F29ZXV0fbGbdnzPdSokEYG+RKcqZkul0dA2k7Dc+gRe2XFfukG8V3PerT+wmzACCqybAJm3CC4BFSScksNIRFWSQxKAXr84CjFrhyfHJgUnnin1aK8msNRWfJ1OO2DZYlDWioQkp4qDupa1y2rSdn0Fy4IVZtXilzJqT8Trhh0HsWDdTuVyS5S4pERxjWkPeOl3o1plMbh7U4SYDEhMSMK336zBtqNn/CjCvHpYoIdRkl7q9KhzVzl06nYnEhKSsXTBX/hjzR6VyuHyILhCViOq1i6D9gObISJvOI7tOYkZHyxQbjuxosREJyp3ogR9ywO9xB2F0OvpdihVuZj6tyQ6/fmbNdi76QAccTaIlSs0fwTMcmai1axyd7XoUAuNWlZTwuf4ofP4edo6xEafgA6xfveXshYZvRg0NB5F7ugNS0gDNW6b7QSsrskwevcqs5XaQCEJaZOdMFr0sFissOl7wGEQK4BkxRJ958SejXNhdc9B4SJihdM4bttSHls2VYYt2YL6rWqgVW9NgMrbx/49gxkfLlIxYbHn4zRLWYoalR2H1WsWx9PjH4LDeynNgtPhxIKPF6hM8UrcezW3oiopMVSVGlVCr9fFFXn9AuvyT7eK2TJfOoRa5WWj2AruL8Gb2NpLO7qmu9v/as69iT24dW9FgXXrzl2O67nP/SfuMnH/yQ7Aa+V3CgSSxDiJSy5YYuVygSUxWGLB8qV/EEEl3/Ils4LEs8h4ZKt+Zk7TCbbAsiqX5BUEltuDSfPXY//+E3AnadYZuwwyxKLSCYjQs1hMGDXsPpVT6cip8/j8h7U4cvqiFgmdYs0RkVUQZkSGWNC5+52oXa8MTh2LUtYuyQgfezFBHXeT2vpYuEgu9B7QFFXrl1PtHNlzAtP+Nx/JKggJ0HkktYFOCTd5iOcuGIlOg1uhVOWiSoDsWLsPc79agfOnotPuTjQZkLtMQRQvWwhd+t+NYqXyK5frmiXbsWHl3yqTO7wifmzauYlqg6IBte8sgw59uyPcalJnOCYmnYEuYRrOntiHqChJaApE5nKhTBk5O1HyqBmQrO8Bu0HiWDSBZfDsgcXxBWJOH1DpInzF7dZh/56S2L2nJfo90Ql5i+RRbmHp15+r9qhdirJrUsSlZI2X+DMpkiG+VMXCeOb9vnB4fb0FnA4Xln61FBvnbUGyiHZJ6SHzlZIOQsRWrTa1VCqIG7FgXekzpuLCLEa1ruQLDN2Igfw2yn51Rm7vlq5To2v9nP06mg17RIGVDSeFXdII+Nx/ysUkx7ukxCFJkG8whJWPswisELMecbassWDlCjOpwHSdzqseNFJkx6JYFeT5ei3XYUbr4WYILJ+FRFx7s2b+hnWzN8CdqKQVdGYT9EUiECKB5wY9yhTNj8H3NYbT6VSWrt93HUJUVGKaXFmitfKbrOjepBratqsFS4gJf+8+iclfrlSCRuY0OSnZf6SOskiVyo8e/RqhZLlCKhv9tt8P4IcJy5DocENmS5IqmPQ6SA6uUKMRBYvnRddhbVCgRF4lRCa+NBNnjkUhNjohbbC9DjCFWdDvhc6o3aA8LFazEi8LZv6OXZsPpQgsFSGV4k4US50RZSuVQP9HWyFSTnsGcOz4Ofyx4mccPnAE0RdNagxydmLt2vG4865Y5C9khMPQF05DqxRrlA0Wz0+welfAbktAYkySEkJa0SHZkQsOy6MoULqZOu5HnSdo1GHz6j2YO2WNso6pz4ZKBaHtVhThZjYb8MLnD0EnQWIpLnI523DW2MX4Y9lOuNXuUO2PCKxwk7ijTeg2shsqNaqc6RiszPyOUolvDXq1McMXGC/xbtIXWrYyQ/K/qfvC9u7pbvxBrTn/TWdusbtSYN1iE5ZTuisPKolvEQFi0EkeKXGJZM3oRWBJxvWL8c6gp2mQJKDyYBGLlZYGQbNkXcsFeK2RisVJ+nwuwPMIA2nvcguWcsV6vTix5wR+GrsAe7YeSnuotViOSuZDRPOKaNeoGprWLo/jZ6Lx9cINsMncuT24cCHeL7LkYVqySG4M69kMZUsUVOkK/tl3GpMkcabHCZvOgzxeA8JggEnMUwAKFsyF3v0boXLlIqrNcR8vwY7Nh2BL0ISer5h1QJFQC+q2qIo29zdWOwslkeiHgycp4SSWouRkp0rZIIJGxF1k7jB0f7ItqjWsoB70ThFY09dj07IdsF2Q43S8MIdbYc0bDnOYVVl5ylUqjH5D70H+SO1YmlXLdmP5vI3wusUdqokfzZ3oQZUqCejzQBjs5qHw6ItqGem9ZxHqnggz9imXpAhLiZUSl2JIhBU6GJBsuh9OgxxPIiY6+c+LHev24vyBKaha4x8tj5ZXh62by2PH9nLwegwoUaYA+o/sDDlQWgkstwcbl2zH2vl/qXMU5Xig1IvbYgQefr0rKjes7D9LMavFTu4wE+wuSZHiVW5xcSWGWUwMjr/Wh/M/fn/E9h7pevBhrZ/+417dGrenwLo15um276UIDt8hyiJExFohr8lDPzLEiLikrEkE6nsgyq68mETnDYs4lSJIB1iMenXWm3iaJKA6weZWVqtgFRFYucJNOBudVmhcb/sZuQjlQS4P/zU/rMW6mRsQn5iMuERtq7+vGCIsaDqwJbr2bQqr2YzDJ8/jy5/WwmmzQ3yeOosRXjkaRqdTQed5I8PQ+566KFe8gGI9f+12/PTrX/4YIWnX4AUKeS2I0BlwR6Wi6Ce76XQ6HD90Gt9O/g1OuwtRZyXA3ZUmDqxKteJ44pVuKrWBlD9/3YHlMzaoXFlqGlL+aIkztXxZnYa0RI3GlVT8WVK8DRNfnYUDO4+lzTNlMiCyZAF1AHOTttXR/N6aSmAlJDox9r0FOHs6RqV00OGCSlKqrSkZbwgefKIVipWpoR0OqXZdnoEpeSKcSQdht2trxWRyIzxcUlJo/07S94VDL9mzU+KpvMkwJU9CwpnF8LhTLFhql6IO2/4qh21b6qLLg61QvHppf4JRsd59MGyKErci4mRsCRcTNBelUY+IPOEY8HIXlE+xQKo+Z3GcVKHcVsQk2mF3Xlo/4qa0mA0IsxrVHPuSnF7vOuZ1wSfw3Lae6Rr9uPaPwb/RbdgiBdZtOKnZfUj+JIaAcvtJGgWx7EiaBIk3SV20jNIGJKVkKs+qsYnAir0BgSXxVGKlkqztKtDZI7m3tNQPsotQxhjMNBBidcsbac5ygXXxdDR+GfcLDm7XklQm211ISnZoOwJ1OlitJtw7sCXuGdhS24G34xAmf7kIyUcuwH0xCaYSeaDPEwpj6QIw5gpBwTwR6NumPooXzIOT52MwdvZKxMYkIeEyi5Tk1aoWngftOtZBjVql1bSvXr4La1bsUq4lt7hYHU7YkpxKu5hMRkTmDcPL7/ZRD2kR69FR8fjgqW8R53Ap25K4xiw6HSIkj5OcvZeyO7FkxWKqzd8XbcPy6RsQF5uIpCR7GouPWLLu7FQXHXrdhdz5IpBXBHmcHW89/712xqIWvS5HOCuRpdOZYDBa0blvI9Sor50lKPyS4s/i363fY+fWszh2LAQmkwfFiiWjfv041KsXD50hBEn6AXDpm6TIQQ+MnvUI80yHyx6N2IvxKq2Dr9hsYfCGPITy1bsiyaXtppXuSD6xDx77Rp2pKAsy9eHWIszErdvsvrpo1K6WPw9WVn22NPEGFIi04Fzslb8QSHoK+WIibnSVBsKopSnhQdRZOTPXbnv4tl7pKn1Se/a1L2QNUGBxEdxUAioBqNsDu1NiqjRhJeLjSt4/n8CSo2Cy4igb3+BFYEnQfOpv19cCI4YScXNIgLy4u8RaJXm3xAWSejwisMTNk+g7HflaDQf4fqE8luAJLLM83HRpdlKKIIg6HY15ExZhz75jiIsww2J3w5zkgjnRqU7tM5kNaNKrMdo81EIlHp3wzDfYueWgOlDZX4x6GIvnQXjTiqhZsQR6tKyj8kF9Ons1Tl2Igd3uUu47ETW+jOkWqxGdGlRD17b1VByS9GX1sp1YsnI7ElIOdw7XGSFnQZt12g44sZC9/l4fdSyPrLEZ36zGlg37YYtP+1C36nXIZzGiaee6aN5D2w0oLrXxw6chLioBLpcLtkQnZBeeKiLMrGZ0f/Je1GtVVd1LBNaZKBtGPTcdiVHxcNkc0JuNMIdZYA4LUdYxSaPRuW9D1KhfTgkMOdR5w8rd2LhyC5zJp6FT1i5tpYSFudGj53lUrF4Vycb7U85QFOPnRYR4voXFu0Udai1tqLxZNgfMIdqh06ZcA2AM6woJ5ZLAexG+tmQn3hn6Fe4ofxQFCkXDYTfi7Ok8OHSoCDwe7SidLkNaoHK9cqqfWV3EVZ4r1HxVgeXrg4gq7eByvXIlyjmb0kcmfcjqWcq4/We29U73xtjas/6bztxid6XAusUm7FbrrvrmnPI1VPJMJYs1wSUCRBMk1yoisCTWSB1vc5VjXK7VzrXez0ziTqMBiAgxqcBdu9N1zXMARWCJxUmyuQezBFNgSZC/xIr5Yrp8qTCOnrqACd/9ihOnL8ItIUGy1d/jRf6zScgT60B4RCjuG9YajTrXx4ofNmD+hKUqlcOFmESVcdz/0DTqUbFdbQx5oTsiQi3KwvTSF/NSjn2RAHctLk1JUxFLBgPaNqiC1vW1AGyxzIz/fiW27D6iBJQUkQVWrw6FYIFFb0DT5pXRu08D5V7e9MdBzJ6+XsVbxUYlwJ70f/auAjyuMu2eccvEm9S91N3d3WhpS4u7L7Cwi8P+u8suujgsVkoLVGlLqRt1d6PumjSescxMZv7nvHdmmtQySSeFLvmeZx+6mSvf/e6933fu+573HMXCRvCSSoUuXeth1AM9hH/EdB7TaG/d/4Vsr0iAKPwzxd9QUSzvektbdB7WWvaPs2ixddMxTP5ogSjRS6cCaUdTQhQsyXEwmnX4899HwGQ2yHkJIj/4v+liLeT3O6DGeYXoHehXdKwZf3rtQag00SJlIaf2n4HZOxYa/37xN5Tko4p980HLkBw0yDeMhk8/BDYXNbX80lej5gRS9rwAb14WtFovfD4VPG4NTpxMxLIlzeB0WvHMh3eBYqNB38JIPpsXH4vPFzWysmzFewcIGCXdqqWgqRZmPf+gSFeUckazNIfjhjr2U9vGXNLfD5tPuqGu4bfqbBnA+q1G/n/8vEqaTBGZFHJ3QFG9oO1GuEMgSus+pfKutBpTeyz3v5xUg8KrUsGsD6QtVCpZxMONSJWWDESkARYr4+itx8aIHFN+E5ZswLqdh5CVmlOYl+QHKp21oU2dKhj69GAYY6Kw8MtFWD9royx8eW6vcLYomMpmMmrRqM1NuO+deyS6wwjTKx9NR86GI3CfyYaKul4V42BoUBFqkx4anQb92zdEtxY3yf7U4Zq1agdSUrPhKZAi429Wvxo1LDF47uXh4tFIPtm4L5bgwP6zEh0l2Z1aWW4n04kqmMx6tO1cD8NGdwik7iCWNW89/BXSHXlw+ZhKVFKKVi2V19WyX+/bO6Jt32bywWDVqfDRS1NxeM8pZJzPLUz+VwGJdSti4O0d0aZz/ZAau8vpwdsvTZZ3QjFfJpTLDTzSWugMVgwe3R5NWiopRbkP3mz4cydh+4Y9yMpU48ABC9q3z0L9+jYkJzNkpYXfMAY+/UABWMoxXYjOfx2a/CPISM0Uzlqw8ecNG5oirtZ9aNi2dKsHC76rfId5ReG+Mxe/58F5QyJbGrXC2Qpa9ZSFtkprWpTj/mnrpQDr4xZlACucQS8DWOGMUtk2RY5AMFAVTPkpnKp8saBhK0iMLvJgF20gSuuA8LBKqxFgcWHOsl+oBFPsQBhNUSIYjLAwjRjADGF3pTQBVlq2u0QyDxd3nhGGggCLESPhSM1aLmRye44dedReCizWiiefDu8+cgsSysfKuv71M2Nx+EQqPHo1WUjQu7zQefKhk5CTYnnz0swXBKCc2ncaE/81DYf3n74A3AhkLXqY2tdGXO1kPHpLVyTHWZFtd2Lc3HU4lZIpHDA7gZvbK+KiJLSb9To8OLQTWjetGeJfjf9qKfYdPgvS24XY7VfB4FcWeYKX5q1rYujIdvJvAp6N6w5gyjfLCxgvKyNkZLRKr0WFynF46N+jQ3yl84fO4st/zJR0Yp7TA7vNFdLv4sJfuU4FPPPR3YUEPJ1ON95+YZLoVwX1rzR6rRhAszHdejHASiEHbvJCnD1+ECo/lf2VyE1srAe3jEhF7bpW6GMeQr66EXIolOv3Q+vfiSjf11D70+D1eODIzVPSnX6/9F9rrgN1/HPwoiLyfRd0s8J+oEuwYQKrLnnvIvAOB8EniwIMWsWEOphSDM5DJehi2S5XGIEnttx2yS+ftJxYNl5hjEAZwApjkMo2ufwIBImzjHaI959X8f5TZAgip6lAzSdOoqWhUxW8MgKsGLMOqVl5MBlItNVIGoac+yARP5iaKu7zUFo6W4xg5dg9ImJ6rY00nMRoQyiCxQjT4q17sXDzPvj8tLhhlMeLvDy3kjLTaGA06fHuw8NDJtTffr8EKzbthVurhp/irU4vTA4PyqW5oPcB9drXxciXR4j2088f/Ix96w4gy+YU+YVQI3ioXwmDH++PLu3qy58PnzqPKUu2ICOHFjF+iX6xMlDJE6lhNOjw2C1dUKtSOSWdSP7V9LVYunkfKLxBqSg9LXr8aiRCD71ajS49GqN7n8YCWFLPZWHqD6tx7lQ6cjJscNkLphOBGtXK4ebbOqBu8xpK1ESlwr71+zHlk8UBCxq/SDwEmeSMdukNOrw47tGQWTP7ffpIKj5+ZQqcWY4QqNQYdDAlWmGwmqA3aPHwXwciPjFGQBSvY8WC7Vi1eBfgy4YaF1TfmTqPS8jHPY+2QnKVfvDBJB8gPI/WtwNRvrFQ+dJDHC8CQUIpEvs1Gj3cpr9DrasjQqhub76kuSP3xl76NLLqklW6QbHda31eC+5Pzhk/gsQbUVKJGuGhsZWlEa99pB+/DMD6tAxghTWwZQArrGEq2+hyI0DgIbyqPK/Cn4kgqCp4vtKKABU8BwEWdXrEIFqui9G3a9er4jk4+cdatEjLKQAkIvBIRRJgsTvJsRcAFnz5WLp9P36ethrO3Wfgt7uhSrBAUy0eupqJwtth1eRb9w8RUEMwtmjLfpw5moL8YIgvkAaLz8xD+fQ8PDv+KUTFWnB85wnM/mg20k6lKz6FHg+yc10Cyg16LWJjLLjvzbtQq3kNeaYOnUzFxB9XIXXfabj3n4MmMQq6mkkwVY0T6hP78vDNnVGrUqKsqNv2n8SM5dtw6EjKJaPMdGLjxETc/0B3VKwSj1y7B8uX7sGyxRTjzFf643DDmavIURjNetRvUg0j7uiIuDirRN/4PO6l4OlHC5HjUfwi2aIDkSiOB4HMC988IqlFiZLl+zD1g/nYunwPcrMVj8Ng05j0iKuZhFH3d0cjSQ8quMiV58EHf58u9jiKLZEX6kBKkduodbG4+fZOaN+xnmhy8WNAAFb+Tpjzv8aJozacOmVAtWouVKmSJwR4BXBokK15DX5NHSGPm/UaSa0StDINX5xCj3AeYwGDVj3Scy4A13D2K8k2HGueT/haBpLkS5/AX5J+3kj7PLr59ku6+99WP9xIl/Cb9bUMYP1mQ39jnVgRxqTyOCv/FK4HF6NcZ/FIqyW5ai5oVENPz42c2KjoX6sVH0BLwAeQX71BDlJJ+nmlfXgumiln2iIrZGoxsHoREYlgCcCKM8giGGVQw+N047/PfY8aivGlAAAgAElEQVTVy3cLwVzCG6KgqYG+WWUYGlVA49qVcHevdkjLycWEXzbhTFo2bNl25Kbb4A+q7XOx8wP3922PTt2bQq3R4MiOo5j98RykpmbBxwXR54ea6T4hlSvVd7f/8zbUalFT+FObl+/C1HdnISctN1Czz96qoE2KgqVnAySXj8Nd/doiOSEGNlceflq5HTsOngJTcpk0RhbOk5IajDbrcWf/dujQso6Q+o0GDebO2Yb5c7bBW0DOgMuyuDOqVKhZuzyGUp4hLkpuscrnw9wpazFrxmbl2AVufCJ9+LQatOnbFH1u7yQAi6Bn85JdWEzSfZ4XOdkO6Rt35N683u6j2mPo/d2lElJaAGC98/IUhXgvXouASjS+2C+KmWowZHQHdOxSRwAWbXWYNj13YjfWLZqNA/suvC/JyS706pmOZs0ccKtbwqG5V6lULBDiIYHcbNQK0GVRCat8hS92jS8DleitfH8jJIpbnO6wEMVi0kLPNH9g7EJ+jMU50B9420c23XHJ1X/e+vs/8IiEf+llACv8sfrDbalIKvilGixoU0N5BTbq1VCfKj03slGZyw0y50UCrMxr0KkKHpdgjf/jZEteFcnzYsOT70dSjAFZdnepVCsSYGX9TgEW5RkYwaAwqtPFdJEXiycsx/KJq5FtcyKX9jUFbozKpMVNY9rj9lFdUT4uBofPpmHSis3IyHEo1YCsrHQofC1WqZmijPjTzV1Ru1KSYDRqZU2esBjH81xwG7TQu72w5HoQm+2GKS8f0YlWjHppFCrXr4TMc5mY+/F87FyzB1mBKFeoKyogoU0t9H+gF9o3rgW9Tov0bDumLN2MI6fPh9KJTqdH5A3IGWOEbFCnJujZqq4AbD7fq1b/ip8XbUE2dQ4UT2RYoEIUNNCrNKhbvzIG3tIa0dFmAWpHDpzBnBkbcexQCuzZzkKRWxLj61ZPxJgn+yO5aqKClXx+zPxsEX7dcCjEvRKDap9PABG9BNv0aYKB910AWPyN27z38hRknM6E15kHtU4r9j46ixFavVaMqkff1xUtW9eQQhI+wxlpOZg9ZR2OHzgkEg/U5gpywA0GHx5+1IX4amOQr2kacHy+lCHO94NpNqaNxc6JUd3A/0oyCRJgMcVfGl6f4fZHxH91SjUvo1oEXpwDyvjxRY/gw5cBWF+UAayiB06qgEsrrxPW6cs2+r2NgOJxpkyowqvyKWazF/vlseIuLlqP84Gqs9K+DqbvbC5viTgcBGgsEeekSh4Koz5MhfALvSBwiLPqxHQ5Epymi8fj9waw+BVPYjujJ8Jr8lF6QouUTJdwfyb93xQc2nIY3nyOB5X1vXC6PZJ+MRn16HlHVwy6v7dEaA6dPo/vpy5DypZjciw1jZCZTqyRABUXMrUajw7oiFoVy8HuzMPs9buwZM1uMXZWboByF8jZqnLaho69W6DnvT1htBhwbOcxTPr7FCHYO11ukflgSpG7ECxVrlMRY14Zgcq1KRYKpGfbMGnOOhzceQzeDBs00WaoY43QxFgkAscoZb92DQVgMTqVY3Ni9ppdWLx2D1wuBWCxKRIQatQyRqFbz8Zo26muRIxsuU7M+2kz9u05Kbwrp80FR65LwCQrH40mHfoPbY0eA5oJqT8IsMa/PgMnD5wVk2qeQi+pLGV5J9Br1q0B+t/TLRTBYkqR6dYv/zYdqSeoEK804XfFmBFdKR6Vaybhrsd6o0JSlESS+RF0eP8ZTBu3QsAZ/A6oYINKxE8ZATOgUcv6GHr7gAvaV1chKbF3ig6VWu4744v82Mpz+0JSGeG890zVkbeW64q812c45794G35Y8YOCcxiBJEGXpHJLcrA/wD4Pbbrzkqv8svV3f4Arv/ZLLANY1z6GN+wRlLUtUJbkV0QyCS7IqWIryoS4XKwBGTl5sjiXdiPAIkekOFVIpF8wKqPTKkRe2tUE9ZYu199Ip9wKnoMAi9IO5KxFqpWkv1xPaT1EEj+BE++3SDLQnibWgHOZLvi8Pkz822Qc3HJIAQiB3wlMuT8J7s16NcLQp4fIfttX7MbED39Gdmr2hRSeVgtNpWiYu9dF1eR43Na9FRKjo3D0XBq+XLAWLpcb6aczA9VtyohwEa8RE4Mnb+uN8jWSBAAd3noY3782SdHLCvSDHwBqmhZr1IitEI8hTw9CjSY15DpOHTuHsf+ahjN7T8NPY2SCao0G+qZVYLwpGbExZozs3gJ1q5aXazlwIkUqFAm0MpjaLIC4qfl1a9cmGDW4DTx+pvqAzLRczPpxA44fS1VsaAKpcqJ24UVpNOgzsBk6dmsYkmdgmm3l3K2Y+d0quAKVElzM9WoVEnUaqTRsLgCrq/ybTYRPnx4vEhCi41WgEEDSlm1q4YEXhyI+PkpSYEzpkbO1cOZmbF13UMZLuRg+b4rWlkqtRp0GVTH6ge7FVm/nveF5o0ys2tPIu2hz0r6q6KeZwJ3gz1WKMitF9+LyWxBssRkNWvngIFG+oHx8GegCHth41yWD93WbCSUd8j/UfmUA6w91uy9cbLDKj/MwJRXsTKMUs0yOlUFMTZRGxOfi23I1nargtrL4q5gCAEwGRSeHi4Dbw4Ww6BtNwMK0gZS7R7iR5M7xjWSahP1lFCcj9+rkYa4hBCNmA9OitB26/D0LAixnjhPjnhuPHb/QlkZpjM5YYs0wR1sk+tFyQAv0f7gvMs5kYNYHc7BnyyHkOAqot3Mn2hx1qo2uw9qjX+v6MOi0mLpyKzYeOBGQNPDDnmWH20UhTJ+kEpvWr4bHBnaWe0dAtW/rIXz5nxlISTTBq1UhNiMPZrsHMXYPdCoVYisliA5XlfpVROB0xlszsHXZTmTmOAoL2RIcdK+LFj2b4I6+bZX0oM+PqUs3Y8u+EyHdL5vNKR8YBBNGox5tGlXDE7d0QZRRB68vH2fP5WDa1HU4cPAs0nweqP2AGWoYoAb1+rlf7/7N0KFrg8A1AGfPpGPSNytwaM9JeC8CGRa1ChVizbjzhZtRoUY5iaQwxLVt+R7M+2a5jBM5WARY9lyX/G4waFGjYWU88sZtoohvFiupfBEyXTBjIzavPqAUGhBgqdVifM39eM11GlTG6Pu7FRtgFXwd2EU6GChem35FusRLrdULljwFtyfAcjIaXsz5JcKvYFiHY0GKxaRTpB+kKKAssnX/ZQDW2DKAFdbzVAawwhqm/42NgpwqIarTqiafyuphfIJe4fIl9K9WIdcZeUByOYDFVEV2QKeq4O9MY7AfQX6FaHAJr6p4940gjgKGpVHtRAKxAL4IpkmuBrCC6R2m52hTQrQjVkBXUcNPijXgfLodK6evx/wvFiGtQGoqOJLRSdGoVr8Khj83DBVql8fWBdsx99N5SsGDwyUpPE8+vfgYkVKjTsuaeODNuxAdZZKoyuRfNmHDpn3wZjgZIoUqSg91rBlqi0HGp3aFRDw6qHOo8m7cgrVYumZ3wO9PQckajw9J6S4kZbvRtHczDHxigGx/ev8ZfPPsOIn+OJx5yKH1ToCgT1BorRSLF8Y9jfhYS0gdfuqSzdi06yjyc11UV4XKrIfapAuRv+tXL4/7B3eUdB55h558L76duQaL1u8vZN0U5VcjCXpEGQ3oP6QlmrVSxEKdDjcWztmK7ZsPS9pOrHio4RVA/Ewp9unfDH1uaSscMTaJCi7fg7nfLA/JQFz8JFPPilWKBoMGUUaNvINudz62rd6Hie/PFSkIAjVWKBpizDDGWWAwG9CqU130G9Y6YvY45OTTrJmAJMjT5PzC9DsbwViMWSvpwRsBYBUcZzowEBySxRa07/kjRrTu23D3JRPpN23HF29y/YNuXQaw/sdvPCdrRqs4uTElJH55l+FUlWQYSI6OMinVfaXdCJ7ioi54mSlgSiHPsjFKRb4YI3JFpTav1FeCgvhSKicXvlOEARa/tikOWjCCxWvguZjGIbjgWCjSE0VXgyXF6HHsUComvjETx3cfR26mHY5se4iXJFV45awY8fxwNOvdFDq9Dj9/OAfbl+wIAQFFA01BtvTJq9uyFu54/TZFvd2bj6/fmY5tq39FfqZDATQWPTTJ0dC3rApttAkt61TBmG4tZf+dR05j/JKNsNucyD6fEyKI8zedz48OKiNufWoYEivHy/bLv1+BFZNWhVKJjGhJapHFj2oVoqwmvDD9hUAazi8pvilTlmPN3M3wpvM6fVCbjdBUiYWhRjnxFmzToAZG9mguYIn8oxXbDmDJpn04dy5L/P4KNqtKg16N6qD/4JaIjjHLT2nnczD7xw04djRV+s9zKgBL+bAxmPToPaA5uvZqrESvAinZbct+xU9jf4HNQ6lUhRNG3paZKU+KnyZH47F37pBILVOEWTa36GzN/uoXHNhxDPaC/ouMesWaRYdsxL1dkVDOGnF7HD7bjPhwnBndknfSy7SuImvBD4twosilPY8U5/i8HqtZB7szXyLblLkw6bUiu0LA/UfR2Lpn/b2XDNu37cYVZyj/sNuWAaz/wVsvdQsBbwmSX515V+ceXcsQUKG5NCI+l+sTIyxZuW4predXs5MWPFywIqRXxXOW1vWIF5tOhSx7McNqRdwcAkICLBL5LSF+jKLjpXg+ht/KReuwZ/NRfPnsBEm3kevkznMLwZyNC3ulmyri5meHoEbTGvK3lZNXYuZ7s+EOeP2ptSrEJEZDb9RL1KxGs+q445+3yb4bftqABd8sRWpGjnDiQo0Lc73yiOpQC48M7oxaFRIFgLz2/Tw4XFSq9yGPFjb2PDhynQLsrLFmjOneHF2aB1Nxfiz7fgWWTFuNHKsuxJ1PyMhT+EcEKEYdXpj+vIALviPHd5/A+Ncm4vSZNPgKRvZ0apha14C5XgU8NIz6WuWkq4zOvT5uruJQ4M1HVrYTjsDY8Pf4WDPuHtgebRpTkFQBGedTsvHz9A04ToAVIHgVjIIwytejbxN07kHOltIvRrcW/LwZs39YUyhKxv2sGjXiDFp0G9kWHQe1lHeB6V+bw4OpH8zDgS1HZbyyKZjqvAAAzRYDBt7fDd2Htw1pc4X/ZBRvSyUlrXz8MCLs9flgc1w9elq8M1yfrRkhJhm+YNQ8yEUzBaJbwXk2qC5/fXp2fc9y92UA1vgygBXWTSgDWGEN042xkVSD+SFVf3a3kjJgKyX9Tzk2eVg5Dk+pSBsoizp5VUoagpwPRmQcTm9EyeIF7y6J+9m5brgjzBe52IomEk8UJ3sCQt5vmiPbXR7kSXSyZEe3GlU4uOMkPntmPFysFmOEBX4wcUV1Jn61xybFCKm8WuNqIFfrqz9/g/3rD4QiMjwz7WtiaXZsMaDLrR3R7Y5uAhzeuOVtid64PF5RcOfCK1WHvMdaDR4f+zga3FQlIJ/gw1/H/oR8hxs+b74QtLmhyqBVzKC1aozo1Bht69YS8Ob2eDFvwUZMXrlNiWAFhsDg8qLiKRvMHj8adKyHkS+MuJB+fO5bseyxO1zItrkKRT51iVF4+r+PoHb18qF0GgHWa1/+HDAqV6IzCnRT/sOo4X2D2qBNvWqws3jA58fZs1mY8uNa7Dh+BnbGovyUgFAjDlqYoJECjJ79m6F953ohgLV390nMnblRwBk9ICnlEGx8FxreVAGjn+iLchXiQtWxuQ4P3g6aVQdeeI4DLYWYHtXpCMraoNOQ1qUOsAo+fUGHBPKzxIuQH0UepQqxNOelkr0Bhfdi6lXRBLv0hQpGr/R6DSwBoVY+x8HK0Eic//dyjLvW3XdJVya0/+b30r3fdT/KANbv+vZc2rmg3mPov36mxxTOC8GHcB3CKe2J0HXHmDVSHRRJ9WdeC7kd/LrnBB00jiYHi5YejM6UVou36uRrO9IAS1KcVr1Y8Vxro66Q2IIwSqBTw+FidaLiU1eSFlRqMWlVWDF/O77/ZFGg4ivAeYIPVvhAQnZS1URJEcZXisf0t2bi1zV7Ycu0w5ZpK2QGTZ2mJt0aYeTLtyCufJwIZb5xy1tC2CbIILhiFCs/P1+AhdmoR487uqLLbZ2F8UJ5iL/8cwJcO0/Dm26DOsYElUkHXYMK0CRaoDPqcGfPlmhSvYpc8tYjp/HD0o1IT8mGIzco/6B8XVgcXrSOisGIRwciuXqSgKHzJ9Pw30c/F/BCSyTKUDgCKT8ukhazAbe+dAsadVUiS2ysfHzp3anIz7TDR/FPgkmrCZp4M1TUpdJqcc+AtmhRpxK48Pp9PqzacQTfz9+M0+cyQ7wrHkvrB8r7DWhUuyIGDmuNckkxoVu3aO42rFu5V7S73C438vgBk+eRfnBce/Zvil6DWsBk0oM8IQLMXLsbbz3wpZDhmSrnINMSSAF/Skqr24g26Di0lULcvk75Lb6z1J1isQk5bCxAIS+Qpyf/kzZMBVyGSvL4lto+CZwLXIq6fVEtKPvADymONYsPJIkQgODB/xZ1nN/j73deBmB9VwawwrpVZQArrGH6fW3EBZHvPBcFcmvIDRG/O6MWGdfBjqLgaFiNGplEIkHe5tc5AQO1aXiNwh0KWNdwzWDIngtDJM51pTvKr1Z+YUcaYPF8THGWFGAp9h+Klpf4AuZTUd8n9j7X6vEWBFjkOX35/nycPX4etixykgpETuBHOR0w5OE+aNm/hUg5vDnybSGfM13mdtJe5oIFjNFiRL+H+6DrbV0kYkL+0T8G/wu56bnCQ6KVjCJCalIWfLUKPe/ogq63dZZnetfyXZjw7k/ITs8pLJ0QZ4KxTXVUalQZz9zSHXqtXqIM3y5aj10nzoo2lT3bAZfNJdEygimTxYihHZrg5h4tQ9Gow1uP4PvXJkrlm4PVmHk+aCVSpCiNMqLGvnce3Uk4WxyjMwfP4u2/jIUjJQf+QAWFymqEvl55GG5KhsFiwEt394fVZAh88OTjvclLcTYtR1KJubmu0MePGDZbTHjxrr6oUpUeisoTactxYs5PG7Fv9yklpRi4BbwuSb3pNKhVtwKG3NIOsXEWuf98Rwiw6HN4+FCKKNKzsbbBqFbDotVIVHDYY73RsN1NMibXC2AJ4FCrYC9Q3MFrZfowaKTOvlBzLxjZ+r3MtiJDk51XLM0vpbhDETMVDTEC70A14u/luorbj9vX3X/JLj+0H1vcw/whty8DWDfIbQ9qVpFTFeIdkSQsX6j8KlQh3soF/KJS+VK+PgF2Bg1yHCW3zCE3yWwgeVSNPKqAU8jwMrwqpWpOg4xSVI9XACPlFIr+ai3u0JYEYPH+Rpsv6Fbxa5qRyiBhuFyMXjgifCZK2hR9KT/W/bIHS2ZvFZCSk56rAKbApzejSv1uaY2Bt3UUYESQ9MaItwVoKRVxtGlRVMMl5afXovOtndBlTGfpVsrRVLw95j9wUFw00AiqzFYzYhKjhOz94sQ/IzE5GimnMjD+Hz/i2K7jyHHmIddZIOqnUiGxfgU8/MpINGpYHfY8kqf9+Gz2KlGUJ3eL3DH5r7wbNAJWo2296ri1awuJnvBaGY167pGPkBFnAOOhKr8fZpsHielOmPJoiqzBs9/9GaZoBQAy0vbhvR8j9XQ6MnPshdKwKqav+zbEnWN6oHndqqHIBdOWr301WyJRQbDE47jz8kW9nbIVdw1oi8a1K4dELhl9Xjh3C1at2QebFAv4YYIaRr8SEeF9aN6mFvoMaA7yqoISCFs3H8FPk9fi1OHUQoCUqd04vRbVa5TDPa8Ol3FWhuX61MMxwk0AeLk0G/shzwrnEOEoUsrEJzIikYyIl+S9oMG81VJyIWWOrkQ4KWoa4KPxXvEmXp+RL8lVX36f29Y+cMkPEzt8HbkT/A8fqQxg3QA3lwsCgZV8BRbgl1zc9XLRitULJ7Tr1Th5RBm1yKaNTZgnlYVCxUlVIcLyi49fsEWJiLJgMCaqdEn1UUYlSlYa0hMEWOTKFKUbVki3SqMRLp0CJC4dYC5gTrcSzSppCxKr331lKhwFuUh+SLqNCwIjUkazAS+9Q8I6YMt24o27P0Y6M36BiAkL2iWVGOBU9by3O9oMboP0U+mSTjy5/xTST2cUSiWqNUBCpQQMe3YoWvRtLlyrk/Qq/GQeznNbqu67PbC7PaBNExfhaIsRj793D+q0oEVMvpC6P/3xFxw8dg6evSmAWQdNxRioowxQGXTCCevcoBZubt9EFjyC+BnrtmP+8h1w2WnqHBg5mk27vKh2zolOPVug30N9Ql6CG+dswqIvFos3IgsAshghC5DdyKNq07cZbn9llKTw2KTfHg9e/XwWvFSID74djCZRY4mVaBo1bu3RAi3qVgv1weP1Ysq8TZi/dg9E8z3QN70fqOI3wajVoM/gFmjT/iZ5b8hLzLG78OXHi3DmVAYcOS5RyBeh0UBLTorGo88NQfkqCRGTZwj3WWNEWFwTwpyT+BHFCDYBKZ9pPttBgdlwzxmJ7SirwghUdoQ08ZQPYZXYixFoXS+AG4mxGHMZgDWpDGCFNbRlACusYfrtNyKAIUH0aq001MKLunIpZTZpBQBejVwd1JER/pCWX3GKMja/VoujV0VSd2auu9RKvhUfNnWpAKyEaJ3wpS4HsC7oVinWJEHdKjHwvQpylZSm99oAlhj6+nyY8OUS7NxxUrFz8fth0tJGRA2jRuH5VKyagAeeGYA8pxvzftyAtUt2S8ovhAICcgKJGh9q3lQBd791t4CxLfO3YsnYpcIjynO4YM9yKFGdfB+0eg0adKyP0a+OQmz5WHku9qzag3n/XSDK8IFiWGhJ3glwhwhMHnz7DtRuXkOeu7ST6fjqzSk4ulWx6lGaCuqqsTC2rgZzuWg83L8jqifHy3VsOngCs9btRK7They0XDhtzhCRnKClUWI8HhzTE+UrK9WDjIjNeGcm9qz8VYCLiKCSQxaQUDDqtAKaXprxwgWA5fMjPSUL/3pjEpwnCBSVyl5NQhR0NRJEkoLpo6dHdcNNVcoJmGB14vrdxzBr1Q6cPZcFe6AyM/gOxqi06NOiHvr2b46oKKOMTbRJh927T2HapLXIzlK8ID15HokAB9Z06A06PPxUP1SsknhdARaf6ZgorcgchAuwgtdKDiaj2gqPSZEZ4XPO6wr3Q66ouetqv1MYmPfkSpG3kh6bVZX0Vb2R2ug1D17S3ckdv7qRLuE362sZwPrNhj78E3PSpBKyRImuMrtQ+JMRoazLiHGGf7bibcloCwEWlaQvN4kqujiMVJFXRa0qpcqR/KowP2oLdUhI6JImLZ1pVkl5qktFzd1qVMv1FwRYXIR4vpLoVnFgrgVgBcEI/3vs2HlM/GEVDh8pnGKiWnqcUQ+LQY+ht7VH45Y1cejX05j74wZkpduQlZqtRIECKJALYq2a5TDyoZ6o3qiqhHJWTVmDFT+sDFT3+UVlnClGcre0Bi1qNasp0g+xybGC1bYv3SERr8xzWSGQQF8/a3yUSDQkViuH21++BRVrJePc2Wz8Mn4ZtizZiZT0rMJilpSuqFceXe/qhr4dGsNiYk0kMG/THizdsV9JQ+f7hEgugqSsllSr0ahWJYwJWPvwbwSgS75dimVzNiIrSgsVNdic+TA5PDC4aZFDXapYPPHVY6J4z8br++FvE7F9/X7kCJ8t8BhrVNBWiYOlbU306txEfBHpk0nOjtfrxb+/W4xzmbkStaQwKdXZgy06yog7+7VDywbVBOQRDMZH67Bt20lMLQCwgtsHU1Ekxz/wRB9UqpIQcf2rq80WwjOL0iHH5inRuy73IyD5oJDIiVHVUhzh9vgLSVgUb9YqemtWR18rt/His3A8CK5MeuWD5UZpo1Y/dElXp3b68kbp/m/azzKA9ZsOf/gn59dyJieqq4Qz+M4ywpOWXfrCnwV7bjUpUZSC1TbkVTESw2oaj4ehfkXJ+VrFBhVAwQq00gNYvB6C1Gvt68V3t6B34GV1q6SiLfxnIlIAiwBi0uQ12LvvNDIzbHDYCz8/Zq0GQwa3RNc+jWEw6LBy0S6sWLBD8eLz+SRiQpI7QRZJ2M3a1sKg0R2QmBQt4HHZxNX48etlyPIpiwpVqqLhA5NpfGZrNK6GIU8PRkxSDHLO52DOp/OxdcFWhWhfoDFKVKFmMvrd1RUD7u0OVs/vWn8QE/8+FR6XB0yvOdwe2Jx5oXtXo05FjPrrMNRuWiPEjZq3cQ+WbN9fSFoiQHCShe+miuVwa+cWSIi2yNk5Pj8u24RZ8zfCTaREIjP9EPP9qHY0ByYP0P3ubug0omOIEL97xR5Mf2uGFAFk2pxSkBICPhoVOt7TDWMe7Ae9ThciuLvy3Hht7JyAhpficxiMRHFfo16HEd1bokXdKkolHvl5Fi22bD2BKdPW4Eh2Nlz0aARg9quRAD24VUycGbff1x1JybEhf8TiPWUl21oAhVkpwohEC+prEaDodGqJIHLOiTRfi1F2AqHzEZ5HyZNlloFz4o3URl4GYE0rA1hh3cIygBXWMP32G3HdPZ+VF+J9XKlHCum59HSpLnde8hX8KspF+MEoGr826QlIIVDqAUWykYTOMvSieEwlPScncYI48sFKqgh/pXNbDKzmUgoSdBHQreJ5CAYVlf7ij3MwgnX0WCpm/rQJmZlK5WBWpgMOR17IB9wSZcDjj/dFndoVBAwsn78Dv8zfIVEfu8cLC1NklAIQUq8a9RpWwqi7OsiCfvpMNqZNWIm1C3cqdjcFEjwxyEe0VoUWfZqh1z09oTPpcHDTQUz913S4HC7kZthCwI3XSoBVu2UtPPDuPahULUFELHetO4AvnvsB+V6vkuYLpBGDAYL4ivEY/ORAVG9SXans8+ZjzsKNWDBhOTzHM+VWqRMt0NZOhLZ2OWgMWjSoWh4jOzZDbJRZrnHN3qOYt3k3Tp9Ik+rEUPP7YXR50VIbhdv/PBSJlRMFoBFofvv8eBEyFcAsWkrukDciF9h2g1ph8JODlIhSIJjhdLnx969mI8/mgt/rg4oCrEYd/DoNfIHS/5EEWKIVpgAss1GN2Wt+xeT5G5GTW4BPRnR+4c0AACAASURBVEDmV6Gq2oz27W9C9z5NYDTpr2vkhO8Rn/XsayiAudp7bNGrpXKalaCMijOdJ+nukr78gf0IsJgJiHS1MostWJl448SulAEZsfrhS0b0x05fXOMo/zF2LwNYN8h95qSRbXcLh+dqrTR0qa50Pi5YTAFSi4cpDvJTmAKjD2BpyBywH6w24kRF7k1pNAIsXo9UMkYohBXUrWKqVFS3nRTbDApVXttVsMKQkQ5bCfwgg9WDCsDajNS0HAFAAgposePJF4FKeuTddWdn1KyRLPpU9NabM297ITV2s0aDOPreaTVo1a42+t7cEmqDHpvX7sfcKRuRdT5LuFcFGxeaZjeVw4D7e6Jao2qSrpvz8VxsX7pT/i2pcZFb8Ah4ohk07V7u/NftYshL/t/+zUcx7qXvkJ2aIxwvDX3xDHroTXoBISTQD3pyAGo0ri5cnvRTGfjxvVnYtemAPKehRu21JhUR36kOhndogha1qwgYybI5MGPdTuw6fkbAFr0EPS6CJWUZJ/9qRLeW6N+paSg6xKje+Ocn4NjuE8hXAV6W7Lt9AkDZ+N4079MMg58arAhTBkrOzp/NwKfvTsfpDYfgD/AtNUlRIgNhrJYAg0WPPw3vhspJ8fKRwWc1y5aD/85cizPnswUgU1j0AmkfaFShHO64uQOqVaMUxPXTv+J1EmDxHSoJ+C/OW6HXUA6BYE7RAmTUj3QFjlFxI8I8r8Woht+nirjeHk25Yyz6Gw5gDV/16CW3Y0bn/xbnFv1hty0DWDfIredEYc/zIqeIcLtoJUXY8+7iIVKU1RW+FxdB4ROogFzH1YnukRhqVi0yRVCaAMtq1oq90LWkIRXdKtqYKGXZnPA5+bPqK5LWQgSDDIKUFGARKOzacwITp69HWgYJ60pVICNs0SYDDDodLBYDbhvTAVUqJ+JcShYmTlyDw4fOFeIHcT+zToMaFeJw531dUblmsqRvvv9sEY4cSJEIU57DLXytYCNfqXWnehj9cE9JrTHlOOfjOdi8dBeC2EcNHwyBHbhN9cbVxNuQAEut8mP17K2Y/M+pyErJDh2X2xmjjIgtF43K9atg1Eu3wJpgFe7X6qlrxa/QledBei7lFi7EO9Q6DQY9PxS9+7aEyaDIGaRm52Lqqm04dC5N8VsUiQwS9JX9WDU4qHVD9G5WLxQd4pjOn7gc8xZthpMRRnK2PD5EZ7kRneuR7Vr0bSYRrKD/IPeZ9/l8rJm+XlTuKZURbCqzDuYOtdB/WHsM69Ys5L/J6NDuo2fwwdSViueklxWO+aFIGfevU6Uc7ujXFklx0UoW9Dpyf67nxx6vNZhCJDUhaGmjGL8ryvHhNn608P0vLjG/qONHW3SwBIj7RW37e/p92GUA1swygBXWLSoDWGEN0+9jI4bCUzMLpwEuAT9qlaSNqI1UjDklrAs06lUw6hR7DxJNWR3E6AkBHUFJhu3qJPywTlLERgQsvL4cu7dYk2a45yYYIgii6CFtZ4rbxC/OrJVIDs21L9atirTXoYgZ6hgVK566fTA9mJllx8+LtmL1+gNwXVSlyuhK1cQ4NGxYCQMHtIDZpMf8BduxYeMhqQLMTLchL+9CJJHSA7eN6YgBfZsg3085hHy8+fwk2SZ4vqBWliyIahVq1a+EOx7tJf9mxGz654uwfMHOgG+fovNmhg9RtOzRqtGqXwv0e6SvgGz48/H6re8j7XQ6ss9nF/ITJHApX60cHnz3blRqVE0xa/bkY/ZHc7Hzl93Cv2JEyuPNh8uTL6kskuAbdKgrgIwgTQBWVi6mrNiCA7+egPdsNlQ6LXSVYgCLXqkK1KjRv2V99GpKgKU8LWnZNoybvwZbth5EfrAMktfrzUfi+TwkZ3kw5m+3SrpTAI8fOHvkHL59brykIKmflePIk2iUMk5q1GpeHU98+CDMZoP0VeRRTFrsOnwGH05bKSmyUAVlMCoGIDk+GqO6t0D1ionX3cYlKVahK0SaIxXOOxm0rbngz6ncZ5f76rMi94uxaKXIJVIRbPaXtyQpzijUiRut3bzysUu6/FOXzwr9bdWGnfj3Rz/gfHoWmjWsjbdeeRgJcdGX7BfOdvc8/SYS42Pw7muXRs5utLErA1g30B3jBHquCIDFCUIqdxzewhVVJbjOoCoxU1wUE+UiaHN6hGt1cfaMZc08Z4SyalfsbZAjRb6FYgkS+caoENMM4QKs4uhW/Z4AFkdv38HTmDBtrQhvZmTYC9m5cGRrVknEvWM6o3r1JAElX3yxFGdTLti+MGISNBW2RhsljfjEIz2lrJ7efZPHr8SatfvhDGh4WLVakDRPAMrnqWOPhug5uIVEQPduP4GJXy5F5rlMeAoAN/bDqvKicqIVt/99NJKqlRPblbXT1mDeuOWKknyeW4liBR4JVic269IAT33xkHwQkE/jdORh3PPfif8go2Wy8LEaL2ApQ1BVu1UtjH51ZIisfvZEKiZ+sQD7V+4NqbdztdQ1rQh904qIjrZgeIemaFZTEQulBdDPG3dh1Z4jcNgcyErJUcj0gX5FeXwY2rge+o7oBJNVETHl71sXbMO8z+Zf4KkVeLS5Dfv24owXxLBaaX7Rn9u2/xS+mLocroMp8Dk9UJePhjYhirlLua4KidG4tUcrVE6O+w0AVsmdCyL5VvP9ZHo+yqST5zsYnebH4cUpROJqgnfqzpUkvXilfnMuLR9HaY0bD2ANvQzAmlUAYOXaHOh721/x7muPoU2zenj/q2k4m5KO9/7v8ULDEc52Py1YjU/HzUTThrXLAFYkX4KyYxU9ApxzmSK8mh4W319yH+jzVdIQN6Mi1D/iZMOogcfrEyHQq+lVRUsloQ8uT+mAnuDocLKkWN+1XF9RI02ApUhjXDmCdUG3igrU/H8qOEXT6+qVkgRYWbnuiEXfriWCxWucPncztuw4KhEjCmiSx0RwFGzNG1fB4/f2ksgl4MPHX/6C3XtPC2lbr9EKSDJoFRV+RnPq1a2IB+7pIhHA3b+elurEkyfSCi1WeroOGA1ITIjCiLu7oGrNJEm9ff72HKSezUIe1dsDBHf2g+cwGrV44tVbUKtxVQFFBo0Ka6atwfwAwLr4nnIbame98ONfYTbpYNBp4M1z4+sXJ2HTgm3C7SJooUaUKdos/yUo6/tQb7Qe0FLOQeA2/7+LsHbORmTmOuQ9CDX2qV019BjZEb2b14PVbJSfzmfbMGnVVhw5l6ZEyFxKhaVC8Afi4qMwqltLtK9XU64rCLC2LNiGuZ/Nh13RKZVmdOZTLU60wYI6W1TRF3hFj0W9CgsmrcbUzxfAmUF+WyBtWT4GhiaVYawSh56t6qF36/rXnX/FKBuf9ZJaQxX1jpb0dz7GTN0H5zXifk8+I5nK2PF9Muoir4PHggymCG88eAUMXlEYKHGcZnf9NHQLFizbiBnzVuHLd56Vv+Xaneg2/Cmsm/MZ9NSvC7SitsvKseGOx1/HnSP7YtP2fWUAq6QPedl+JRsBTgEk5mbkXl2GgQCLlWUkUofbqP/EyYW8Kk4CjN4wisM1JZxQOcnnnFQjXXlzycIZSMEp5dnhX1+448DtFCL95dXcr1W3Kj5KK+m8SBUBlHRBCKq3T5+zERtW74U3RyGgs2pNE29VqvHUKjSoXR5P3NtDwMWJs5n47JulOHLsfChSKeOh14mvnsgIDG+Ddq1rCOH6g08XISvLgZxsB+y2wibX0SY9Hn20D25qWFkW/xOHUzDhMyqlK0CEPoLUp2IjECKwGDKmI1p3rivpFoK01VNXY/q3K0SuQWm0lfELZ4vghZGuhz58QMAJr/fg2n2Y9vZPOHXwrFj8BBuJ8dEJVlRvVA13/ft2mKPN8pPH7cGH934Ke5YdLjcV+FmdS7kRn5Tam+ItePLDB1G5elIoMiEAa8UWHCZnq2AIRDC4AqiGtG6I7k0UJXY2gttNK3bhmylLYRewrjST3Yty553QeyHcM5L7RXBVpCN8cJ1Lw6fPjBdQmpXrDKRVFessbawZPZ7oi9uGdxDSvysvYB1UnBfhGrblO8Sod2naWl1D95Q0Kyt6SZDn80F/T69P7glHyhFhq6x4q16I+DciwBq0/IlLhnpOt09Cf/viu9lIz8zGS0/eEfpb1+FPYcJHL6Fa5eSwt3v5za/RqmldWMxGLFqxuQxgXcsDXrZvyUaAwOl89tV5WJRKIGAKx+aBFThGg0ZefnJwCKxKolfFrz5yQtKug9k0I1jsY2kBLIkKXVSmfVndKm/xS8IjbSbNvvKY5NyFkzG9IC5KhXIfpnyxAMsnrLiQ/mJ0qFoiLI2qiGRB2+a1MaRvcwHZ7342D+fOZ182lRgfZUTDOpVw7z3dEGs1YM+ekxg7YY2ADFaXOuwu+S9TijqdBlarCf/8xyhoNIyM+XHy6Hl8+/Ei0bDy+HzQqdUwBcBEsPqta78m6Nqvqbw4malZ+OLNWTh+8FwBUrcfXCop/xClUWPEC8NQr71CPif36z93fQB7pl30tWwZtlBUjb9bYsx4dfaLithpIEJEkPfWqP8optEBIMS+igsBwahWg2F/GYpGXRso8gwipZKLiXPX4sCWI/DsOA2VVQ9NvWRoK8VAbdAJaB3cphG6N64TAljpOXaMX7oBu/YdF5ubQAckIGXNdaOeR4vRzw5DlbqVQ9wwRtdmvzMDO1btFVDK1JfNqQimsh8mow6DH+mH7qM7wWrWScQmyJssDuG7ZLOU8pHCaHNR9lclPX4k9wuR47VqmE1a+YhltXakPoKIo8vFGOWj7UZsAy8DsOYWAFgffj1dCiyefeTW0OX1Gf0XfPjPP6F+nWqhv11tO5vDic++nYVx7z+PRSs2lQGsG/FB+V/oMxdRAizRe7lCNo6cqWCY++JN+LLzPdfr1GJFwd+pV8V02LUk9zhJJUQbcD67cKSiNMacAIudJU+iNJpEhQiw8hTyMwFMpHSrIg2wikv6L0g237t2Pyb/YyrSM3ILVa0x0mJuWAkxTathxJC2aFS3MrbtPoaZ87YIKTwvz4PcXJcIyLIxWhRjNeLtv42BwaCVFO7OnScw7vvVwkkiBSnI5wtGbQhOXntluPCEJLp06Cw+em+uWCcVbOWMegFaZpMBz/5rlGisEaQtmrkJW9YcQG6WHTlpuYWiRWaNH82bVMGd/xijHB9+7Fi8E3M+nQevlCf6lVRoQCWdgM9sNeK1n1+EippTPoUXRQHVN255J7SdXKukQlmOpxbV9uHP3YwGHetJlwkgj24/hu/fnI7TJ88Xsu1BrBGWoY1RsXwcRndqgapJ8Yo6g9+PNXuPYPbmPXDmuZF9PgdOVloGXkaDSo1be7ZCvy7NoaVlEV80UYrPx9sj3pICgqDZtgLMlNFjP7vf0Q2dbu0oxtVM9/OjwWLUwZOfL5FmguZI8owK3rdos8JjvBEAVrDfSoGKRoAv0938/3weme4mKC3JWMlzr1YJwArcutKYskr1mP2X/+mS48/v9nHob19+PxtnUzPwt2fuDv2t/eDHMfm/rxWKYF1pu+8/fhnPvf453v3bY6hRpXwZwCrVu1l28KuOACdkKrqTE3WlxslUTGAdiiaO6FVpVFLBQhkHgjROyuQeRLLCp1yMQdKX4aQUr+U28xoYecspZuVcuOfk8a1GrajPczF1u31wSZVWuEe48nZK+jZyXDXea3LGSPoPZ9yDAIuRnPEvTMD542nIy3Mj1+aCqwC4McSaMez1MejeqaFczNZdRzFz7mZ4qLPk9kKl1yrPIPWjdBpReP+/vwyX1Bn7s2b9AYz9YZVUUnJBpxWQXqQf+CWvQWKiFX96vK8sPjk5TkycvBqHD6UgI91eCCxpVSpUiIlCn4FN0aFHI9n+7Kl0/PT9GkmNsZqRfKo8e56ADoIJo8WAh58bgtoNKymYw+fH9sU7MPvT+SH/QMKuIDuE0SeNVo035r0MIyMYdB7I82LP2gMY++y3yKHfYuDek2RuibXAZDEhtmIsnvjiETknm8fpwXevTsSxX08iK9cBR14BBXNyB1tVxZ1PD0GLWlVDmllurxezN+3Bql8PS4qPkTYCOyHGAzAY9WhdtxqGt2sKq0nheSnX5MMn93+Cc5k5cOo0IvSrd/tgDOjkCcC6sys6jVQAVghEUD5Eq4ZeT2se5ZlmxNATYVm5BKseNtdvU0FY0reUAIhK61SeJzeL3EpyURVbIgjvU0RNi+m4QM4Xj3sjEtw5lv2WPXnJkC7o/lHob4tXbsYP05fg2w9fkL+xkrDf7c9h/ezPREcv2K603dh3n8PDz/8HBr3CL2QVrdvtQZP6tULHLOk9/a33K6si/K3vQDHPzwWSvn8sf75aY6kxw9wECKyKCdpuBFNrEcAKl5yeX60ki5a2sCDTnyJNUIToanGGlhOoQhhXUlYEBNkOT7En06LOSY0d3sPcCIHD4gqjim4ZgEMbD2DyP6YhP19JLzEyRf87MTL2+4X0/drsl4T7xEV40/p9mPz5QuSl50o6kQBLXzEehirxUKnJv1Pjb38dpoxbtg0z5m3GynUHZREv2KIMesRZzbh5UCu0bl1Tftq0+QgWLtouKWq73QVbritU5ccIVIP6FXHXnV2QmBQjHwuH95/FvKnrkX4+JwR65Try/QKUyFO689FeqFm3QgCM+LH1l12Y9NFcMGjFHjGhx6nfCqYjIV6Cj3/xqJDpSdjPSc3EZ0+Nw7ljqchMyQl5LfKA5GzVbFIDNz8zGLVa1AxFlVz2PLwz+j0BRwR+rKJ05yuRIlZNRllNeOrLR+VcwUiUArB2S9Whzx+oNpQglaItx0W5bqUkjOnUAnFRCjeMjfyhT7+ejfXbDsOpU5wU9O58ROV4EJ/uggFqPPjBAyhfMzmUVix4H3gKFk+Sc8nnniejrAbf33BSzUU95wRY6UVwRYs6xvX+nfMKo68Xe7lydDjfyEeqRvGA5McXI7jhpFtpu8OPjhsVYPW9DMBaWABg2R0uAVRvvfwwWjeti7c+nQSb3Yk3X34IR0+cxamz59G5bRNcbbuC97osRXi9n/w/6PmCX7EFFZglpZeXjxzHBeuNi4fHQF6OSSsTK7V0HPzyioAPYFG3gdwvptQiBR6udD5OhKK7lXvtHmecPKncrNdrZWEkKCUI5aTIL9lIRK0KXgfTt5ysIzVGxQVY9EMkH+fQzhP49E9jkZMfSH1QXBQ+mDVMj/mhYQXejOcl+pGTmo2Z7/+M9Ut2wuflDoH1n5Gr2hUQ1bgKGtWrjFE3t4VWrcbqDfuxeOUeOJxupKXZJHUWbARwndvUwcihbRETY5ZzLV/xK35Zvicg4qmIeQYjbVzMatVKxvBhbREXp3gDHt5/BjMnrcXZlCzkuL0waNSwaDSiqh5M71Bbq8ZN5WX7rPRczJiwCttW70OeM/jMKJ8YBvgQpwF639kVHW9pH5JnWP7dcqyaulYGx5nrRFZaDvyB1VRv1KPTrR0w4rnhYvwcXDjXzliPpeN+EaAXVMmXswSiyIx+DX1mMBp2anAh1Uf1+mVbsWDiCnhPKObW6qQoaOokCm+Lqaq+zamzdZNE/uRwfj8Wbv8Vy3cdDNj3BNLyBM8+ICHDiRG926L7yE6KpU4RuSn+rOiAUTpDmTPsrpJTBviMR5t114WPWdScVJzfowI2XxcDrILHkLHSqEB7MFbIMQtAikXeFbxRCWKjzXoh/N+YDCygzy9PXTKMi3p8WOhvG7buxd/f+xapaVlo3awu3njpIcRGR2HKz8uwaPkmjH3vOdn+StuVAaziPKll217zCHCxz7U5sX7rr5LHrle7auiYrHZhBCtYNq4oNAMmnVoUrrmgiWWED6WmeH65C2RqjeXIkVQqv9x5OFHFROlkDEoCgDhWOvoBalVSwk9Oj6jQFwjrUUvM6coPWwsr3BtOcMhxup4Ai4sC0x18Nrj4Z+bk4cDe03j/xUnCSSpY7RZLkIV8UUJ/duIzAli2Ld6OxV8vQXaGDRmZhVN4arMetfo1w52P9kP5pFhkZjswY+4mHDlxXp5Dpryomu5wuAWIWCx6DOrTAj07NZBoGQHWsuV7sHjpbrg8buFsWfR6qFWB1AzFSGsmYeiQ1oiNtUjEbcOGQ5g+fT0yMwtb77CyMNlsQp36FTHo1naIS7DKtW1ZexCLZ22G0+FGxtlM4VQFr5mLZedeDXHzvd1hsprlPeK7991LP+DYzuMB42W/cJgUrERABTTp2QRDnhpcCLwwVfnmiHdELJRpPso+GEwGAW0ELgRY979/D8pVVWxr2Iczh1Iw84PZ2L2N4q2FZSAMPWujWsuaGNWpOaolJci94D55Hi8+W7gax89niLSGLd0u5+RvPE+lCvF4emQvsdRRihfDX9pJL+PHC9O+Dqci2eEpJleLzxqf8Wx76XAkw33XirsdBYxFv60Y1ckEZWLTo1HD7vTAGbDACs5L/JjhxxojhTdq67X0z5d0fUnP92/Uy7mu/S5LEV7X4b7yyUKWM4FNPF4vJs5Ygs/Gz8JdI/vi8XtuDu1M4ESlZ0almM7gos05lMCLoIuV7uQoxVj1YhB9PRu1bzJy3NdEmA+nv7EWnVgHFdRsutp+XGK4mHJcdDouVCqFC+X2XTYlwsmWk2Qk05DsX2kALPaVHKyCumdBnS5GE7gwkzvCa/V6WbGXilmT1uLk4XMizsmIURCpchlINmvR69b26DCiAxxZdiz8YhF2r1QiTC6XRyJTBE/Eo0aTDr3v7o7+D/QWlJ+ZZcP0uZtwaM8JeEnAJo/NrIPabIRKy8oyFXp0boienRvIv/kRMXPuFixbs7eQkblZr0Oc2QSjQSdmxd26NIBer8G5c1mYOm09UlOzkJ5uR16AqM6x5TtQId6KQYNbomW72pLmJGfsl7nbsH75XgFz5GnlOfJEyJTvnDnaiKZtamPQqHaIojxDAYB1eOdxMN7FZ4WcLT0IYFSSDm3RtymGPDlQZEw4DhybvWv34csnx4odUHCBZQTQmmiF2WpCvXZ1MOrlkSFQ5vV4Mf/zRdi2cDtyaW7tLGDmrlLBlGzFzX8diu4dG4c0s9jnfadSMHXdNmTYHCFhWB6L1Y5Gi6IW/qeBXVEzOUFeieIArOA7pFg9Kb6fKhU10vxSVcc5pyh6AQtsmE6L9LsTzrxwLdskxRiQZXOXqHqQzAKCKcU+TLHG4vzCOSda1PevpWe/7b49LwOwlpYBrLBuShnACmuYSm8jTpjZuQ7sP3QcjevVgingeM8v0++nL8JnE35Gv66t8fi9w1A+KT7wFQ352mU5Mb953Z58mfgKRmC4wCbGGpCRnRcWTyBSVxhv1YqNTQlcZorVBQIsTmBFTeIKf0Il5GvybtgvAaFFSCwYg8bMEeR5BQFWVMDKKBJcF1HuF7CZL+RsiWSKTySNdn0CupnVCxLgGZ1Zt2wvfpm7VcCHPdshKTBGXNgYAanXqArGPNYbyVUTJeIz+8M5OLLtqCAJLq8kWCsLrR9GSZd1Qo+7u8n+rOqbPnaJiHn63ARYXmjMehjqVoShQpxs37dHY7RvWVvyjNv3HMP0eVuQkpJ9ibchqwcb1KyAYUNbo2rVchI/Ono0Fd9OWCn/ZuTRYc+DO0DO57VXr5GE20Z3QKXKiTIWDpsLC3/agh0bDytpu8BTFozpMH1Wo055DB3TAbFUQJcKPR+mfjQP65buAnVzuQ/XRwKsaLUfBrUKQ54eiA4DW0CjpsCuF3s3H8H0d37C+RPpyE7LQX6BIhRGsrqO7oS+D/ZGTLmYkLkzdb4+euAzkY5g30juZcopCIpIcB/x7GA06dE4JBQqAOtkCqat24b0HFvhjwPR2VLu4ZMDu6BGUkKJwFXBFzEI1AkeGIRhBI/zDYtjrgS0rCatvGulVYRSrIkizI0ZuYuPNiAtO69IAHm1Q/I48iGn08gzw+gWK1/DjyGG2eHruFmPJc9ccrZfer13HXtw456qDGBd53sX5GYET8uvnQ3b9uKtTyaido1KePuVRyTcTID1w4zFGDdlAVo0qoMBPduhV5eWoQmTelVZuax2ubLYJu1rCMKcpayuXnAIRYbAy4W9qO/caxv4ogBQ0JCaKUtGWyjuSWudcEENv8LpvZgV4TRHUPYhWCZ/baOg7G0xaOTalIpCrQBIhztfolUF70Lw2Vu5cCeWz98hqbCg4KhEseAXXaoaN1XA4DEdkJgULQDrxw/mYMeOk/AFfPPI1bL684UkzmdVANZd3eR4jMb8/OlcnDuTGTJEFsBg0MDasS6qNKiC0cPaIzkxWr70v/z+Fxw7lS6pv9zcPNjtSsRV0rgkq4/ogE5tbxLNKfb1yJFUjP9OAViMSClyJcpVMlKTkGAVQFajBsU/IRpRi+dtw+w5W0KRCUZ4rFoNLHrFTqZTr4bo1r+p8M14qF1bjmDRzC04svcEvIX8Gf0wq/xo1qgiBj81CImVEiRqYdSqMPbFH7Bv02E5H8Fqnt0NW7Zd0oPW2Ch0Ht0RAx7rV0golArv74x5P6SzVQjYSGWjBoOfGhACWMHfz2Rk4Zuv5+P44l8vRB5rxMPQuqpwwuKtZjzYqwMqxrMoIHJLu+hFUbbEFEiJkXt0GSNlAizF+aF054BIvDvBY/B9p15YJGVmGOmMtepEHuNGbt0vA7CWlQGssG5pGcAKa5gis5E3Px+nz6Vh8/b9SMvIkoqpB24fhLMpaUIQNJtMiI214h9/uUcIrRNnLgG9mZgiPHU2FQ/fMQQGg146Q1JlZm6eLAgFOTQFe0rSuVREOSJcg32V4bAaSaot/XMyKsXKnEzbhWsTOQo1fRPVsiAzwmV3eoWLVtzG48dE6ZGaGdkUa3FJ6Vfrt0QraE5t1soXMyMLtqtcr4h+evOxbM42LJqyLuT3R6Vzg9UErUkHrU6DWvUqYsCItoiNt+LogbP44bOFOHUoRUl7BcCMBn4k+D2oWD0Jg/40EFUbVJFjf/nEV0g5ngpbrhO5dj6fy9JgjgAAIABJREFUitaSirZLeh2e//GvqCzRJYVP9No7FCnMlzSUCIJKHxmJUws4GTGwNVo2qS6/ESgfPHgWX4xbhjyvJySdwHSiXqsVsJeYYMXwYa1RpUqiHP/osfP4/vuVOHE8TaJuBVs5owEVk2PQ5+ZWqN+UhtCAPdeFBdM3Yve24wL6hLPlVs4lgpEV4nH7471xU6Mq0r+giOm3z4/H6f2n4Sfv7CLNJEbJWvRphgGP978EYL075gNkp+coWluUcoi2QK1ltZpGdLZYqdioS0Ml6kWFe48XG2ZtwtxxS3Ce+l8FILSqQjSi+9ZD15b10LtZXZj0+ogCrIJjRzBvMSkVlyKVUcAbNMaslcgyi0VulMa5ko2p9kg0pTAJiLMawKKjG7l1XaJY4BRsK3r950a+pOvW9zKAVQpDHQQ8Bb+seZrz6dl4+rVP0KVdE9SqVhFTZi9D7WoV8czDo/Du51OkKuX4qRS0aV4fQ/t2wsz5KzFr4Wr85ZHRmD53JV5++g7ExyoO5Vy0UrIUwdErNRqcRpuubzUPJxOGxUsb1JHLFGdVvM4otULlb4bmlehfvkhFhBututz4EQglxkTerDYSACsoKUH5DS6wWjXNjL1FKtuTcH7maCpmj12GXRsOF7KLocBmbPVEsYzpOag5WnasK8My/pMFOLL/HHIzcuHIdoaGSuxqNCrc/2RfNO3RRHhF5HN9dO/HEskSuyVGcjz5EtVhmsQSZcRd/75DpA24QDOS9LfXpyDrVAbyPQrZXmM1QR9nEcFPLlIEWM0bV1fAhTcfk35ajxWr98pxg42Vi+RrRZkM6NixLnr3VDhLBFRz523Fps2HYbe5kJvjkmOwSSrVoMXIYW3RpZeyPVtGWi5mTVyD44dSA9G9gC5VPkGfCpZoM3oMbI6OPRuGuFQc12+fn4Aj+06D9pVcqrUqcrYCBZcqAqymGPDYAAFNAjp9fpzcdwo/vDoRx/ecuiADEQBZ1oQoJFSMx53/vg1x5eOUS/UDZw6dxcx3ZiHzbAYychxwuD0hPhwrYWt1uAl3P3cLEhKi5RojGcG60nvClDRJ8cFqUfKQWIkXji5bKUy/JTpkQoxePsbIU4xU4zOVHEuD50gd8bc5TpfFf7nkxCt7v/vbdOYGO2sZwIrwDQumXFLTM7Hv0Als2LIXQ/p0QN3aVTH/lw1YsHwjPn79SUkBTp71C2YtXCOKt2s378F30xbiuSfGYNJPS9GsQR2kZWZhx69H8NrTd+Lv742XSBa9moJf/+m5HolaXK2Vi9Yj067oOV2PJsritG5xhGfdUtI+cT2ksCkXWlnMPT5JkzEtUZLKwsv1Iym2dAAWUyjUMituCoVpT9oaMePAqJxcr9cvqv38d1HWQQQ6Mz9fjF/XH0QmK88chT0tdRYDuo5sg/4j2sBoMeH8uWx88e5siSgxmuN2uOF2eUSqgUCBgp4PPTcY1WtXkEUkMyUb79/7MfJ8ip0MdZ1MBW6GVq/FkKcGoj25SxoVUo6m4q2nvsHZQ+fgD6rCRxlgqJ0Mc+1k6Ex6vPLEQMTHRcl47fj1BCbOXA+HI0/ESQtGpKi0P3JQa3TpWBcWi1GeAfb53f/MgS0QSaP8QBBg8X5TdX7kiPZo0VyJkAnAOp+LnyatweED50TDSq8m9yiQ4hF+jRo9BhQGWPRa/PZfM7H/15PgZZB/REEFAzlbKr8UNoz66xDU69QQ/oByPb0Qv/rzNzhz6AxyzufCkVMAvKpVqFKvMm59ZQRqtqghaUzBV34/Dm0+jCn/nCaAjDxMiriKPY5fEXytUCMZw58dggqBe1LaACv43khKl9wjreJBqOjhKUUo1/KhU9L5oTj7se/xweKcCE6TjConWG9cgdHgGHa+DMBaVQawwnrEygBWWMMU/kb8itu4bS8+Hf8TWjWui1ybA78ePIa/PDpaJsgaVcsjNtoKVgn+4/0JqFG5PO4e1VcmytGP/AP/ev5+Ift+On4mGterifKJcRh1cw8sXLYR67bswb9eeCAAsFjh5kWu4+paUKww48Jb2pyo4AgFIzRSsVYKM2tQt8qgZ3pCBZuDJrzXFq260t0lwMq2uyOqds/xYdk2AUNRgCi0eAW0uox6rSiM816KmnRgA3KwmForSuCVpPZ3HhkrnB+m8/ic2QSoKNVO5igT7nt+IJp0qS/cmjXL9mDp7G3w5eeHzkWCOyEEI1YEG0PGdECzNrUkunLsUAre+/M4uP2EGAo7XOf3IdafD3oY6/RavDHnRfh1Wtidbrx/9yc4fyYd6em2wpFYvQbW5tVw51OD0aJRNZiNOtEOe/ZfP4rivNjYuL0iTOp0uaWqz2zRY1j/VujesX7o/aA/2uv//klAVcF1MyhdQNxy89DWaN6shgBEvp/nU3MwcfwK7DlwRiIwoqulUiFeTy6NFnEJURh8azvUqFsxIOngx+olu7B83naknEgrZKvDAbCo/ejSrT5ufrwvyiXHyAcB+YC7VuzBzP/MEhkLpbLRHdpXKg8TovDSzOclVchUJBuv++CmQ5j6+o/8P5d8NAkHrVK8EPCrNqgaEioNf/a69i2V1L0Wrrx8GAyKPMW16mpde6+ufgRWAFI3sCDdIBLnJKcryqi94SNYnRb99ZLhWN3nnUgM0f/8McoAVoRvsc3uEGkFq8WsACePF+OnLUTNahUwoEc7mfxT0zLxzn+nYO/B48K1uufWfujTtTVmL16LLTsP4N8vPoAf56zEF9/9jEfvGooRg7ri1JlUbNq5H7cM6BIylmX0qijNKZLOxY7kOvGwCCBIgiXAihSou5JuVZSZvKOigUVJb3GMpXSOzwgfS96vBrAUpW1FWTpoxJ17hYpGAiyCTUYNL9eCqWqCkjcf+FIiUBfS1xeEKMm/GvN4LzTqWFf007LTc/HPh8fCmWkPiYuak6JhTrQKV4uA6b6n+iG5YhxcTjfefXUa0s5mwhE0LFbiLjD5fUjSqzDgvh5oNbSNRN9oXfPz+7MD0g+KVU9Q143X3aZfC9zz+hgBcsJngR+vkq/lzpd0IgFhPoldgfQL9+nRsQF6dW4UAksEX3//93Rk5Drh8njFqoeViVajQRZ+pi1HjmiHRg2rSE8JxFas3It587chK5Og78JokkZTMcqCVm1rYtgdnUJVsmmp2ZgzeT2OHU4RsJSbnivWPUFNqvLVEjDqgR6o14T2OLRgUu7nqlmbMPVd5fovx6FkhPCl6c+D/LhgFIrbHth0EJP/PhW2TLsAM/5uijIFPBI1qFyvEoY/PxSxSYpp9fWKYAVHikCYkaxgdW8kdLVK+v6Gux9pDSxWKKoiOdzjBbejZI1SvXxjt44LFZHQgm1N37dv7Iu6Tr0vA1gRHmiHw4WfF61FvTpV0aheDWRk5uCz8T+hQ6vG6NW5hUyyOTYHDhw+KeKhu/YdwUdfT8fDdw5BlUpJwtH66t2/IDEuBjPmrRLzy1bNFD7MxZMlJ+aUTNdVQ/ASsqfo33UCWGKYyqiZt+iU1dWGPqRbJZPf5XWrqErOyESkiKkX94fHZxCuqMhQcR8hkvMZHbkcwGKwgvdMbDnUtC9RpBauRtRnRSUXiCuJl8oC7geyUrPwzoNfwZ5pCy3qTMOZYqKgM+oEMN3z1wGo3aw6jh9Nw7SP5+PAjlOFU4lMU8ZHIaZiLNp2b4C+N7eWy18+fxtWL92DPJcbtkwH3NR0CqSvedwWTSrjnlduEZI3gcL6mRuw8KvFSj8CaUSnyyPPeNDb8OVZL0pVHFEUwcurr34H+5ks5LM6T6uBOsYMfaVYqA16KawY0qc52rWsLQsax3fBsp2Yv3QHsgtwx9hXkuLjLWY0bFAZt43ueIF/lWnDN+OWS0TN6cqDPZdacwSjSmowKc6CN14fCa3JINIXfPbSUrIxe8p6HD+cEuJREfgwSmgwE8ip0H1gM3TuTZ4XdQ5I5gd2LNmOGR/Og4t6ST6AtutSlUkhBHK9Yi14ZsJThZTiecyVk1fh54/mwpl7wRCaYNeaYJV9Oo/qgC5jOoeiXtcbYDFdzcu8+J28RFfL65cPsHB0tYr7fhV3e9pXEdxH8j3n9SbHkX91o8MroMNlANbaMoAV1mNWBrDCGqbibRS0uGHF4CfjZmL7nkNo16w+Rg/riZtqVgmlT5hGycy2iURDr04t0bNLS4ybMh9d2jYJKbdf7QXlxJ9pc1/V+JmTHTk/VCovhYzdZQeGAIILZ0kmrOLoVonti06NrAKVhMW7U1ffmsentx11vSLZLgew+NVPIElwpYjFKmnAcO5ZUd6MBDR8Jie/OQNbF++GLSsQkQpclCHahLiKCahQKxkP/99wIaNP+2oZtvyyRzhX2ZkOeAroOqk0ajTpVg+jH++LmDiL3OvvP1+MowfPKak+v18q7yjmSXCkM2jQsmM90ZoSuQWfH+tmrMessUslncjtCTB0YtejENDjysfiT988oRDJ/cCOX3Zh8kezkX48PUAdVzpvrFEO5vqVkFg1EQ/e3h2xFAulnc7xVIydtEIKHsjXopJ8sPGQzRtWwz23dUZMNNXblUVw3YYDmDd/R8jmhoazokbvo6CvRqx93vv3rchxKmbAbOdTGMFah0MHFc4Wk3lG7QWDWwKz/2fvOsCjuM7t2b6rVa+ILnozvTcDBkxvBkxzt+PEdmI7fnFsJy6JW+w4jkviuDfAgOkgik0XpvfeOwLUy2q1Ravd951/dhcJEKyklU2I7vvyhRfNzN65M3Pvuf9//nMIsHr2p1E1RSgVaYk1C7dh0RerhRRPFiWBFccghGlFjQpdhnfEwIcHXFaKF4L7BUx/cQZy0nJhySqQZ6PsvADy2/pM7Ikhjw1GSESIn7cVzPc2kGuFmxTJkLI2PRXR1Qrkdyt6DPtDgGVl1WMgH1uAP6QYPLOKM8ATbuLDui3/41W92zTorZu4xzdP16oBVhU9C06krKLauOMAGtRNxKIfNmDF+p345v3nRN+qdmIcBvTqiK9nL8eJU6n4w+MTkRgfLXwFpi7Ivbhek9J3FcSQmNUvZTUewxQSzUkrIldQkeG5Mk0QyDUqolsl5FSayuaXJmsH8nuBHEOARa5XdpBNa6nNpVYphs8S8QvRStqInmbUr7qOtNk1u30jgMXoz8FNRzD/vSWgIbElxyqcH18jiGnYoSEefmMi4hIjQU7K568vFL9CHyDge0nAxDGnAGbHfi0x4lf9ZCEnYCDAOnP8EgrS8yW6pA810uBOfoLHtOnUAMPHdxVtJ/Zn2ZzNWPRtih9ASpzK40G0uwhGtQqtbm+FMc+OEvCQl56HOW/MxdlD52Cx2IW07m9qFRLbJ+G3r92NZk1ro8BeJOnpZav3IGXLUTmMIMnJikYvSKQifJMGNfDY/f2VFKS3KnfVmv1Yl3JQ+GzXUps0GnV457XxpaLBBFgzp6/H3oPnJWrGa5EUH23QQ69RIzomDEPHd0HDZrX8i+3p45ck6nX22EXkZeSX+C2PEOP7D2yJflP6ICxWqQSU7rg9mPX6bBzZfFSJ0FEaweoQtXw2U7gRdz7cH73u7uVPqwbyjgf7GFISGHUNpIAjUF2tYPex5PX4ipInZbG7yv3dXa9flLCICFGM0v/bQVaX5c9ddatbBv2tKh/LLXPtaoBVRY9SEXFUiLP895ET5/Dsax9j0TdvYNe+48LTyrMUoHPbZrjnroGoXZNK1eVvjHKk59qve2JkiAb2ovJ5bJW/J5fPEDsYncJpuF5RTjB0q2JZJVnAiEIQy39K3DwBXPABlkbStgqJWi3EdRpyV7TdCGBxMZ7x+lyc2H1awA25RjQ9LsxXvPxoKdNjVGeMenKIOAno1MCnry7AsV2n4PEoljhMwRH0E5Aw7dWmd3MMf7CPpDK17mK8/+Ic7Nl4XEmTeXftYbWiYIwIkfTjoFGd0L5bY/m9nZuPYVXyTqSeTBdbmZIvCUVMm9eLwbg/jESNpAS53rHtx5H8fjLyMy2SsrMWOmF3KGbn3Izc1r0Zxj83BrXqxYidDlHbB1+vxsFjF1FMhXp2iVwYhnO90gWURHnlmdElAJYHe/afxdfT1olljbPYjVCDHia9FgadToj0EeEmvP7SGDEBV4BbMdasO4hly/cgL4d9K/ENqIE6kWG4fWBr9CwhA8HKvxULd2DbT4flOdBD0Jpn9Yuy6gxaTPn1HbhzeHuJdFNfiuruTKW9OfZtIcLzGVBvqxRxn6nIKb1/cYBFjhm9/AIBWFcCnWvpagWrIrisb4vvL+cqFp0EcwqJjzTKt3ErtM7Ln7/qNrYOevNWuLUqv4dqgFVFQ3wxPUtSg/Vr15Ad/tpNu3HidCr+/uJv/LtS/jQXq8rk6RnWzspXfAnLalzMuVu0BklE70ZDxl0hK+VyC4quOWkFU7cqKkyHQtGAqjqAlWMJjrciJ1xfKpACjYX2YuFXVXZi5zWZdrySZ+cjTzOC891rc3Dk4Bk4vdkrjcsNnQNQeyB8nda3t8SwxwaCUZqC9Fx8+socHNl8AsUU2aSHYogeoXERMISaoDPoMPqRvuhyR0sU2Z1Ys3AHVi/Yjotns696D8NrRaJtnxYYNLozIqPNKLDYsWzeFhzae1a+i7wMi1xDokYEe3oNho3vhjtGdpJ+EWCt+2491k1f508/8jghuRd7BGzUb10PI38/wq8XRYCYvGgLli/cBkdqtgAsbWwYNBEm6GtEyTfXsH4CHpzQW/7NXy6w2vHptDU4fPSCVCeWbOEmAxJjIzBmZCf06JQkgJ7dzc0twBdfr0VubqHobBWQ3O4lrTNS17hBAp7+/VBJi/paVka+4gN5Mv2aGnacC/oPb49ed7SUqCb/w3FiqvPfT3yB00cvwCUirdTbUrS2JPrnBVhU1VdELn/+xV0iyqE6AaAVjZZzniqpq8VnXMSq0eBm6f3Pg9F2ktwZTQ7WDMJ3MybcIKLHt0LrtOyFq25j2+A3boVbq/J7qAZYlRzirTsPoVO7Zn5tKt/lyL/6dFoyjp08L6m/xkm1MaR/F9SrXaOSv1j6dGrg5FkpkFe2HhYNfzmRsDw8WJPIjW6C/nj5hZcBVklxzGDqVjElwR1+VQEsRsjyrEXl3pGXHB+JMOnVUDa0KuF68J/Bqlri9SNDafNROlVaEmD957NF2HLuLJw65Q3QuDwIzXUjMdUlZPqeY7qg9/juot+0ZcFmLJu6AWlnMks9Zpo1R9aIxG29W2DMr/ohIj4Cp45cxOz3lyM/xyqVhDZGl2wEIMrv1EyKxbgn7kTTdklyzznZBVg4c4NIOvgEN0VGgWNCnSmdBncMbY/eA1or4Mftwb51+7Hw4xXIFOcCakx5YIYbGjlHhfpt6mLk05cBVtrpdCz+aDl2rNwjWlG+pjLpEdKmLmKb18LQAe3QrlU9+ROv+dO2o1i6ao9IVzAN6fCm3gT0aTWYPKY7+vRqhtgIowAsRqW3bD2Opct3+wU2WTGscNAUUrw51IAX/jhaomy+Rs2sJd9vxpED5+GgVyP9HEtwtnwAq3u/lnL/lIlQ9KVU+OqfS7EueZfXH1HR2jLCjVDy1zRqPPTuA6jZOFF+6pcCWEyL+SJ8N5ojrvd3n64WQQrnLr5NpDkEW1eLYI5jxQhWsBr5VxFmrUQ9b4XWcenVAGv7kGqAFcizrQZYgYzSdY555R9f489P3SPCimwbt+/HnoMn8Ot7RsBaaEe+xQq9XodQsxEhpuBXlXBxIEGTYKasxgma9jGWwp8XYIlVjb0YZqMaVJnmosSoTaDk7UAeDVMSEoEIsimz77cVHTFWPJU/hcd11RyiFR0lm1f3irhDq1UhRCo7gzOpXw9gMTK0+8J5TN28DSdPX/ICHwX8qIs9SEgtRnO7EWOeGoraTWuJQvi8dxfjwskMWC02MYMu9oqAMkoSWycGU14ai8btkgREnDx4Ht+9vVgBGR7KMymyA1RQ4L9jakRixEN9kdSSxR1AbpYFC2ZuwJEdp/wefDqTAXqzQUIx5Gv1GdRaAJYsfAU2rFi8AyvnbVPMoL1Vh1y6olxOhGjV6D62G/pO6aOopLs9SJn5E1K+S4ElrxD5BSUESclHjIvAyGeGo8cdbeSdZOMYffldCk6cTfdWDSpEdKvVKRE1g0GHXp2bYNiAdqLur6Sk3Vi9Zj9S1h8WSyY/iPP+g33nuX96jgBLiWBxXAj4kudvxQ8/7oXTrZQikrMl3ohMSZr0GDymI1p3anhZnsHjwdqlu7Bh9UFkXcyRZ+LbKTH+Zla7MWJyL/Qa1104br8UwOJ7SH5hMABWyW9fuFqM0orkTHB1tQKRTAlkHip5THiITuRVfgmQW96+BnJ8NcAKZJSufUw1wKr42MmZQ+99Dh+98ZSkA3t3aYNijxuLlm/AqMG9EB0ZVsmr3/h0qdYrovFz2URvQj/uqKiFVdl01I17pJA6jXo1TDrFE5B6XaxirAoxefInFImCqskhKObVgQMssZChAbDcO6OGtIspHTfkGsgUanZ+UdAiilGhOln4SzYRzrQW4Nud23EsKwt2uwO5l/IE6Pp+OE5rwCOdu6FL1xbyv507nIpvX54Jl4AqWrooVjFFTlrFADUb1sDI3w5G/dvqygJy8sB5TH9rEYocTlgzLTDHhIFVhpQOIGKKig/H0AduR1KLOgIwzp1Iw7dvE8DRiuZyb0PiwxCaEIGY+DCMnNADdRskyO8f3ncOs79NQW56Hqz5NuGQ+cGMx4NOrWpi7FPDEZUQKQCN3oGL3l2E0/vOeNXOydlySLSI76LZrMfY3w1Bz/E9QBUJfg8Eh59OX4PTZzNQLER+MbX0V/AxktShdRLuHd0FRgMFKZXqwoOHU/HFt2uQX2i/irPFFHB4mAm/f+pyipCcrROn0jF79hacOZ0uBS0lW7zJiNta18WwcfSBDPX/KeNSLmZ9uRZZ6fkifVGQUwB7gUL0V2tUqFk/Dg89M0z0yHyipIF8p8E+5ufQ3AumrhYfMysIuekrL2fsemMXGaaXue9WAVgdlvzpqtvdMfT1YL8+t+T1qgFWJR9rt+GPoV3LxmjVvAHuGTsQoSHGn30HyaqdXKvzujwsAixWUZHsXhXtsm4VAQ8LyBTgk5HrqFJQJztbeh9WEcDiDrfYU3bZuW8sKbHASAT/m2kdjjWB77Uax4opPXLUgvU0ygJYp3Ky8dHmjbA4KH4JKe132p1+jao6NWLwYNeuaBGvEMrPHknFF6/OQp4J8FA2wumB3los/80FIzIuAiOeGIT6rerKrW1K3o4ln65E1nmF68TGaFREYjR0IQZQaHP0rwcirla0RIcWfrYau1IOIzfb6u+Db4zC60Ti9hEd0Xtga5hDTQLIFs7chL07Tig8JEeRX2BTlOS1Ggwd3w39h7VXgIVHAVgL/7kIZwiwSphT+0GZWoWBD/TDgHt7y/tJPSumA99/bxGO7TurcLb0GmijQmGoFQW1ySDXHtinFYb1aSWcKBY9WKx2zE3eho3bjsFmKw1sydmqGRuJMaM6oVnTmn7JBFYVfzN1Hc6ey5I0qiW/0C8DQRAXZjbgsd8MRINGiX5tLvb7xJELWDRjI/JyC+UZ8VifB6lgQY0aTzw7FDVqx8KtgqTRfolGgMX0dzD9/Mq6j2DoavlcFfLJGQvSkJF/FWnWS1rzVmnVAKviT7IaYFV87OTMJas2o23LhkiMj/nFtGeYcmNY/nq+hJQc4AIZ7FTaZd0qtSRJmUljf1ghRzNmAqyqbOJ9aNKIuWxVVBwxlcdJsywRT6mYFB6HuJdIKpEL3I3mawKsvCoEWD4O1NGMDPxzxSq4LloUvz9GZhLMUJt1YOVDnNmMSW07oEVcPLQaD3YeO4MPpi9Ftq4YLrUKOocbofnFiL3kQnghOVUJuPv50QiLCkXGuUx88+JMpJ3LFHHRkjdNkBVVJxbDf9UfHfq2lLDm4R0nMO+jFVIxR0FSAhOqyzNapiNvJSYUf/j3gwgNV1LpjLQRYO3ZftIrSKrIFbiKlWgUqwIbNa2Jyb+6Q+FreTwCsOb+czEOH0xVFk0PYPAUwyDcLUBv1GPgI/3RYWgHiTSSu3R2/xl8/cZcHN1zBh7fSkvuU41whHZsgMR6cZg0ujsa1omWV5nvwobtR7BkxR7YHVdztgx6HSaP7orbeyq2PT4jaZvNiTffXqiYM3s8IrXg09niMUaTHmNGdUbbNvUu+w+6PThx9IIQ4/NzCr3pV4Wbxua7/qPPDEaDhgmSfuZ3QJATzKhMIN9wtBSccBNX/nR6INcva7Oio9Auo6YKxoazSOFk3ugbpEAv+VKcO4LVqNxO/umtUkHIcWmffHUEa+ew6ghWIO9MNcAKZJRu8mN8gqOMmpQ1qTBlRb+tzCBpRvl2kORccJEgcLuSWxUXaUA2KxyrcL71eR+S4xSsXWjJx+0DUFcCLHquhZl0Cv+rUCHBlyf9+nMALL4XZ46n4j+vTkf62QwlH8YBizJCe2dDaGqEItZsxgMdOqJTvVpwFrvw+LxFuHAhC3nZBX6Fda7YIXluND/mwqB7+6Dz0PaywG+cvwWrv/tJIlEETKwI9EexTFr0m9IbQx7pLzIQBBQpC7Zj/cLtfvkSn8aWyChQX8ukxx8/eVgBFwJY3Zg/bQO2rj0Ad5Fi7yMm05FmAb0EtA2bJmLyI5cB1oWzWfjq/aU4SwNpbwRLxC3dxYhzFyMhKR5jnxuDuLpx8hs5l3Kw7KPlYkFjK3Qgm0CxRKvXqSHueWUCateMQkSoQd51EqK/nJmCY6cU9XaaWl+LszV8YLtSFX0EWG+8tcDPU7tyWqGC/cjhHUsDLI8H6Rdz8eUnK3HifJYCsKh7pdUgigr2KhUiokIEZFLDjNEsvrOhITo5znKNFHVVTWf07szOdwZVsLM8ffVxtRhJIz/QamfxT9lVujyOMMxqD84EJZvNW0hg1Df27Rf/+arHsHP4a+V5NP+zx1YDrFvk0dP4maHu67W4CAMy8xwFzEVGAAAgAElEQVQ33NmVdY2SulVKesUjIqdl8b8j6BXoqpiie6CPparNpX0AixWYCr9K2fVy9XI63RXWryLAIuE5WBFFpgipAO+7HsGJ01aEz5/+HEePnEO+vYTeFFeCWBMME29D1xYN8WSv7hJ5+G7Xbqw+cVzMnSlGSs6TREnI9VGp0KdmfTw+9k5J/xJovDX5PZEPIE9LgD0L6LzRGVOIHt1Gd8Htd/fwyy1sWLITK2dshN1SiCKbEyHRoVBrtH6/PVrqCMDyyjPw9z9/YwGO7lL4VL5mCDciql6M6GuRr9WiTT15NgQwX374Ay6ezxK1c1E6L7HjiFO5Mejubug5oZc/qnR8+wnMeHmmRJM4Zg4q0Isorxs6nRaJDRIw5pmRSGpdDzTv9RVufD59jajFe5hjpCwCU5ReaQSOVcc2SRgzpGMpHg4jdq+9NQ95Vrs/na/obGmlP9TmGjemC5o3r+WPYJGntWnLMSxavB3ZmZZSUVqDWoWakaHo2qsZet/ZGkajArh8jdFXvV4J67DKmN9ieTYBgX6DvneE80t6XtVGrAPtkxSYmBRDeLHBcSjm8yWj3FGhNE93BzXiFm5WDJ5vpVYNsCr+NKsBVsXH7qY6kyXMlGvw2fRcq3PR4TrY7cXlBgXkVJFfxMmKaRVlsmYK4vpDEEKrGXXZ6bVgDKDP6sLOKEoV8MukQs+sA6+vuLaQX+WGowJVhSXvl2lNTvbBAlgRIVpJy/quR77T/pQDWPD2QtDyJd9hh72YZF7loTFaEtu1Pp577UGEm0IkqvL04oVwuFxKBWCxR5TCfcKcTMmNaH0bRjRvIYs4Acnnz03D8YxM2AzKnZmsbhgcHmhdyk6eAKv33d1FTNWaX4iNi7Zh0b9/ELFMH/DRmQ0Ii4+AMTwEtRom4MEX7/KnB+f8+0cc3H4SOWILUyKNQ72lutEYNKkHevSjBY2SFtu74yTmz9okYIxWPfTrK3a6JEqhUqkRFhWCv753nwA4HxA5tu24ACyS5xWQ6Eu9KXgptk4sRj89HHVa1kWIUasALJsLH3+8DEd3nYQr2yoiptqYUOFtaUL0Ao4G3t4St3dTUoTKZT04eDQV0+dtxvnU7FILPc2nI8wGtGpeGxMJSEvoJ507n4U587cgM7MA+XlW8YVUUoyQQgKe88ADfRHmTatei1ht0NKRgCl8j6Svq0JXinIH1GLLslx/kxeMb74812CthRSd6LnZc8um0OXV1WLEjRp3wUql8rmT62riBuwWau0WXR3B2jWiOoIVyCOuBliBjNJNfgwnW5aaMzp1PUXzUCMnWRUsAUga+KI1nCy4RFBrijtg7gIDtXKhgF+oSYesIFvNXPk4yC9jv4INsJgGDDFohbhOuQmmYCuJq/xdJ/+D6ZxgASwucASzfoDlKsaCfyzEvjX7BTwwIsP/U3bxHuEwRcVG4JmpT4m1DYE5AZbtUDo8OTZ49FqozDpoGkf7rVcGN22O4c2bS0wro6AAny1ejT0nzsLuA1gFxQjNp7ZWEcwqDYY9NgiterWQe962dAd++GotLNkFsHjJ2r7B0JuNqN+hASY8PRQ1k+Llfz5z5AKm/X2xAD1Gcaix5fJqvQkhPCoEL375a6miI6jgPa39cS/WrdiniH16L678m8RwNfQGLV547W7hbvkCPaf3nsF3b8xBuldMVuNxw1jshiR/PR7E143FuD+MQJP2SfK8mHY6uOUEZn2wGCd2nroMyEiMp+FyhwaomRSHiaO6o0ZchP95Z+VY8Om0dcjOtV7TG7Fz6yRMurs7oiLMpV7vw0dSMX3mRgHAfEZMx/K/xR9Rq0G9erEYP7Yb4ry2OterXPMZiZMu4NOVCtY3o7x/3DAEJ90W7CmXWWdqajECTb4W7598qQxG9G9E1gqwM/z+KOPBCOYvoPMaYC/Lf1jbhS9eddLuka+W/0L/g2dUA6xb4KErE4QHaazYu04OgNGYcLMWWfll7zIJphTdKkVTiIRRmjaXYc92w9GLoVdgFQMsRsoYXcsPkq6UUU9gpRNujcPhlmvTyiaYdjzBBlgiC6EhwFLI/owwrf5mDVJm/CRaUoTWIeEm//NiFIdVeC8seE4AyqXT6Zj+yWIc2HJEqVRgFIVCl+0ToetRV0yvf9W5G1onJgqY/2rbFmw/dx7pqZl+4MMfVruB+PRidNJH4b6XJkgaj+/RjNfm4sSe09Iv8UPMvWwPYzDpMOLxwegzwWsG7QF2/3QYyV+uU6x6qCrhUYCS0lQwGLV49mPytS4DrDU/7MGa5N2w5ytkcLaQ2PDL9jh6LZ5//W5/hIhAZfO6Q5j75RpY8mx+E3bWf4W7nDB7PGjQrj4mvnK3ENDjIowCDud+uBRbluxEgcWGXG8aVXqlViG8UQ3c9dwYdGrbQCHiC1nfg537TmPesh1ij+MDS9TZEkkTow4N68fj0Xv6QldC9Z3Hbdx8FD+s2HtZX4xWP6LdpYxEfHw4Rg3viHp140pFvq73YZbSlVLRJob+jZVDGWEmelL+fG4RN5x4yjhAVO9Viv8nN48iUuwsFh5W5UZAceVIiORuoxpgVfT53GrnVQOsW+iJMjJlsV7f+Dg2Qi9E1JI4zMet4u7ObNJJNSL98UqIWVd4lGIi9LCwwrEKS8fZb6YBKhMNUpTmmeZQC0ARYVAXvQIVzSpGLoJ5DwREFH/NKQhOBZMfYNkUgEV/u+kvzcTOFXtK8ZeMZgPCo83Q6XXo/1A/dB3VVQQ/v3t5JhjNOZeb47etkYdu1MDQqx6aDWyNx3v0hFajASsTp+3egfSCAomoMCrlLFS4fQQndcIi8MrdQxAdHiWXyLmUi+/fXohLp6h95Y1wlFjNGF3qOrg1Jvx+KIo9KlhtRdix7jAWfLJSuFqOQgcMYSYBhBqdVkCLyazD7z94wB+NYjXiwa0n8NmrCyRa51stNQYtwutSMkKPFrfVw/j7evkjXrTt+ecbC4Rvlp+ZD3dJ1XcV0NCoxv1vTEZCUoKkTeMjDDi86zSm/+V7ZKflCuix2Z0oLHQKz8ccYkBi/XiM/eMY1PPqhPmqIT/7bh1On81U+nZF4zGMfrzyf6OFhyXbJS9APHjoPKbO2AB7kWJWHR6i90oaszpRjXp1YzH+rq6IjAypkO4So8wmA4EgUEjfwwpaN8WE68Wyipux/4ZG/StumMiD5P0zmsX3zhelr0hUK8ysB2VdbrXWZsFLV93SnlF/vdVus0rupxpgVcmw/jIXZXl0Tv71SewspS6wKWBBOFX0x9MxcajySwwEi5PAUahqKxv+RlmVfjd6Cj5g6bOy4dpX6HCV4pZxx8vdro8kfKNrBvp3gkLKWKTlBIcU7EsRkivmcRQh+eMfsP3HvRKZKrrCWy80MgRNuzTGA+/cJ6Dl+LYTSP5wCfIz8mErcsJaVASnl69FAnatFrXxwJ8moFbdeNn+H01Px7TdOwVg+ZCMw14kBHe1Vg2TyYgX7+yLmiFRCs8sx4qp78zHsYtpcGoVTpLB5kZYQbEAMkbTuo3ohH6TewvAL3Y6sXLmJsz+cBmchc4SYEmHqDpxMIaZ0KFXEwx6oK8fLB3cehILPl2FwgI78nKp3n55oadkRPNejTF6ci8kJEbK74s/6Ip9WL96vxxLEGfLt0uETdLjJj3adWmMSQ/1kTEiCIoP12NHyiF89cJ0WZgpeilxNSWbKMdEJUZh5O9HXgWwVqzbjxVLdsCZbZHf14Qa5T/U2WLkKy42DE8+NNAfwRIZh+JirFx/EPOTd8Bqv7xxonVPVIgJJoMet/dqhjv6tixVrRjoO1jyOHKVmA5nKo0cQ84BV5LCr3ddAqysIFUoV6T/5T2HkXULNeG8vE2fRyg3anymRXRv4BgEWJrMtzoq3CACw7daqwZYFX+i1QCr4mN305zp42Rwor7Rgk3AQy4CxTMVLq1KCNwul6dKZA6q2srGB7DCTIrCdiBhft62XqeSFAHTXST+ciItC1iSvMu/V8Qup6yXhH2IizIgPUgAi9YcnNzZx7OHL2DW3xfh4sk0OG1OFORaBUCIHIJahehaUZj00ni07Knwo7Ys3IIVX6zyW9fIAlNcLCCLAKth6/oY9cwoRCdSB8qDI2npmJqyCWkn0uA5mwvEmaFuHC3aWiSTk6v05wF9kRgSJWlWEuE/m/MjTuRko8gLsPQ2N+IzXEi4WIzQcBNGPjEYDds1EKBwYtdJLP30R1w8lYG8TEspAV2Kl7bu2wqTfncnzAlKhIxgae6/V+Do7tMoLioWzhY9EX3pcp1Bi5GP9EHXAa2lfN93zmcfLsfF1Bx/YQhTmQQ17INWp5VCgOdfHe+3uokL12HTmkP49sXvQBqjh1wbeGDwuEVjywewRjw9EvVaUelewYbkwK36fiMWfLoczmyr/L461ABNuAnmdg2gCzPirqGdxBuxZP9SL2Xjq5kpyMgqQF6erVRk0ajT4q7BHdGzexOEhgZP3JhAQ0zJvYK5LJ4hCLned8Uh5WYh8wovzJtmgryiI7w/Fq5cS7KGoJlaYkZxIlCqLrlxDUS8NTE6+FZoN8MYVgOsij+FaoBV8bG7ac5My8jB+5/PRcN6NTFscN8ydaeYkgo3KaXm1PKhAnxFuVWB3rzig6gRm56qbJww8wppMnz9XyEhnhVuinaXIvh4o9J1AixemDysYLb4IAAsRsIIFH3SEenZdpzcewaL/7UUWVKtRrsbxVtPaiBVauiNOkygn2CHRvK33T/uxuJ/LUF+VoFCgNdooDfpJAVFQMZ018inRyKK0R8PsH3NHsz4aDFyMvIAmuRy186S+OFNoa0TgaToaDzZuxuMahMK7HYsOHQAKSdOSDStpLq6yu1B/RwNhjZrjh6jusAcEaLoZX2/ESmzN6LY5RapBUtuAYq8ZrwmswFDftUfY399B/K9zy8304I5//oBaWez/WDJd798XhqNBu1ub47B9/T0W8nw78sXbsfm9Ydgz7OJzALTkN78m/Bp6tSPw/2P9i8FsLZsO43P31mM9LR8P8Fd6y4WX0SjWoWmnRri/lcnoVitVrTR3B7sX3sAP37+Iy6dzUBuniJ94Wu6mlHofu/tGDmiK8JCLy/QfD+nztmIIycuwlWs8LYKrA7ZFPFRMh05YmA79OrSxM+9CqY1C3+H12NhDEGf8JQc137/+Q7SJzA3SOnuYH5j17oW+0ul9bLEg5Vtp8LVku/LoPEWpLhE1uFajfQCEtwvi2RU9V38fNdvPf/lq35s7+i//Hwd+C/+pWqA9V/08Hy8DJkASpR/HzhyGq+/PxVarRbvvPI7KIkXhWjJihZRLPZGYRiJYQSL3n03AhbBGBpySxg1I8AKJLpU0d8kwMq3FV1V4SgTpVop1aY+De/Z4hUGDfS3mH7jjj5YJHrf7xJgZeSUX5eMz1Wn5qLGyi2NpDX5XKPD9LiUbcPJPaex8IOluHg6XSKTLNEn4ZqggaBJq9dgwp/GoWGHBmKbs3nBViz852IUlDAR1ujUiIqPEJHQBu2TMPzJ4QiPDUfq4VTM+dscnD2bjlxbCbDABVmrQcL/9cbYju1xR/Mk5BW4cDo7C59u24wcm03AU2Zqjqi389/sT5PaiXiyf18kRoTLO52blodF/16GU/vPebljzL8pIyb6o9TjmtgTI+7vjVyalxMgE4z8bTFOHeA5ygJIwKTRahUDaY0anfq1Qv+J3fxghLY1S2duwsoZm0tJmxijQhBaM1JETwcMaYvO3ZsqVZRMFRtUeOONxThz/BLyMkpztihk2iBMj3tfn4R6jRMRatSh2FOM9Iv5WPzv5di3zpuKtDtQSAV7L98rOi4co54ajo6D2vsJ++w/AdZL78zzK7373hl+T+QO8TkO6NUSfbo380e9An2fy3scN0nUACPoYhEFo6RSeOC9UDA4kOXtU2WOJ8+Sz7MswHita3MO5caM0S+7Q7EcY/Tbt6Gj4DJNnm+l6kHfOFQDrIq/bdUAq+Jj97OcKcrN3q+Wk+6Gbfug1+vQtkUjERZkepAAa86Sddi+9yiefHgc2rRqDh1NkH26VUVuqQbkjloqaExclBVNmKpunJSZvqKQZVX+XLiJ4OmyDhQnUE6G3Knyv3mvJOBWpBJQOFq6ypHorzXOBFgsAAiUGCw7aj5TnVqAM3lhJOL7AVukHqlpVuxaexDz3l+KnLQ8/98IZsLDDTCZ9KjdNBHDfzsU8XXjcGzHCSx8bzEuHLsIa25pFXPqLDXu0AC3T+6NtgPaCOBZNz0FKTPWC6jJs9tEW4vjzsYKuK5ju2HyEyMQy4o7mwsnstPx9toUBSh4q11FyLPIBYPZgISwMExu2wHN4uLkGtZcK5K/WoVd24+iwKyCptgDk9UDvcMDtYcelyoMffB2DJ7cE9lWF4qK3MhMzcL0vy3AkU1H/WbQlH4IiQ6DKTIUIWFGTHh6CGo3SvBztnasOYjl0zYgN6cArOYrUaCIqLrR6D6oDYaM6VyqMu/M0XP46sv1Ek0qzCuEg+R2Z5E8CyrM9xvaHiPHd1UifyoVSCDPT8vBnHcW4diuU6VMtn0PhuCv37190fNuJbrm20SJkOu/liAvtwAuiwJktVSwV6tlvPkb/X8mgFUS3HGz4fueGAHnd8XIuEYVmPxLVc83gVyfBPeKatmJrhbdBLzpeOGquTygwTPniWBGEQO5l5/jmNvmXR3B2jemOoIVyNhXA6xARukXOEZSO9ydu6mWbpc0h06jwa+fexcOpxNPPjwWnds2k2MOHTuDdZv2IDs3H9Tbee25XwnHiqCqmL6AJXCUz0GeVXLBrIora4gIsMiPupI8Huwh9ZG8qVfFHSoXe1Zs8R4rWhnl66OkOfVq5NtuoKxazpsKVOmeHBeKRRJYkXgsYPkafodx4Xrs25eK2f9cgnOHL0iUpWQjyKrbOB4jfnMnGndqJDyjFV+uwuaF21DEKjUrid42RQGd8gEhBtxxbx8MeLg/TKFGIYAv/iAZe36kbIASKXK5LwMsRskatknCg2/fi+gIgyy+e89fxJtzl8GVQekEojA1VDXMUIfo5TcSQkPFC5EAi3/OtFrxzbIU7DxwHAUhKqi5gBcofoi1zrtAn79hj/RD39GdFNHPAgeWT/0J6+dtQUZqFoqv8MGLa5SIXmO6oOeI9ggJVWQq0s9nY/4nq5BxPkdkE6xWh1RD2u1FIpkQFm3GQy+MRL2mif7h43e2bP4WbNlyopTVDyswpQpQq0F0bBie+uMIP8DiyRlnM7Hkw2Sc3ndGrkWBFI03XcsbFoB1X1/0HH81wPr0nQU4sP4AXF4pCE2kGfqaUTDUjhXZjMfuvwM1EyJ/dg9UX8UtI1cEfCIPYnMFVRG9nJ9SwIdz40UxUJ+1V8AnXnEguVq0a2JknCl1+pGWFIit6HVvxvNazX3lqm7tv+vq/+1m7Psv3adqgPVLP4Erft8HqggOkldsxOYdB2UheeLBUahdIw5vfzQD6zbvRYsm9fHy0/chItyMw8fPIGXzXgy5owse+v07+L8npqB1yyZeJsHVN2g2EHx4fpYJkRNaqElRUQ6WqOG1HhknOIbxCURZ4UVyLneXN+JkBfL4CbColJ4ZZJVq8sG41l4vgsX0qsmgFekMLgoE3GXFHWPDdJj2r5XYuny3gCFbgV0q+PhvNkY9WvduhodemwCtXitRmy+f/QbnD1/wmykzMgUomkBqtQaNOzbApL9MkHNJIF/0/mJsXbJdbHjYmELkf+T6GjWatK+Px997AFqtWkQcU37YgWmfJcOZqZC7JYQaZYSOXojxoWgcG4vHu/WAQatEIFNOncSMHTuRcSFLQI800dfyoPb5Ygxs1hTDHu6PhPhQZFucyDybgTnvLhZCPMntlmyr+CL6WpMODTH5xbtEMNQXXTh5IBVLv0lBTroCQEtuZrhIEixNeXYY6jer6Y94MRq1dsUeLFumCJkqIS+vKJU3ZW8w6PD8X8aVWmjzsyyY9/lKbNl0VM7gf7RuN6KKigRosepw2BNDJV3LMfb1Zd/a/Vjw3mJcPJ8p77Pv59RmA8ztkjDk7p7o17NlqbRiIO9yMI+RVLVGLRFx8rSYepdNXdUHxit8G9yskLNIDmowKBIEmwa9VqRcOB63IgerGmBV+HVDNcCq+NgF9UxfKpCRgYNHzuCtj2YgOycfv5oyHEP7d5UJjGmDcxcz8M9PZ6F+7UQcPXkerz77INIzc7B+y16MH94X0+evgMutwV0j+svO6lqN0RjuPskp+jnmQv4egQ6rcYLZOKExNUHFdaNB8R1T1OyD+SvKpEnvwNwAqxQD/fWyAJZM2jpFk4zkYhrWBiKdEROqxVf/WIZdaw6i2OOGilWDJTrDBZzpwfteGitpLb5rC99Pxrblu+FwuGSBJ1eP40i1c74bTTs1wt1/HidAw17owOw352LD3M2ltLUo+xAaYYJer0WP8T3Q994+iAzV4/z5PLwz6R/IKrDC4ighR0FeVJNYRI5ugaf69kPtyAjpJy1M3li7Chfz82G3OwUc0lbH922EmI349L5JIlEQGaaTqrXju07hu1fnCPdKpVJcBkqC6piaURj2mzuRdFs9/2CcPHAeS75ch+y0PBkDUXb38tOUCkI1Jj4zBPWa1vSPnlGrxuplO/H9Z+vgyLMLVDLEmKEPM8JAuQWtBoOGtUfXnk1L8SOPH7mI2dPX4+zRC5cBIzzQud2o4XKiaafGGPr4EISJEruiSM+Kz6nPT8P5w+fhLHIh32JTPB+9Xt3NuzbF5BfHIbZWjBez/nLLOvmc4SEK5UC4fho17NTQK2LkPDgbnEC/p0COK+ktGoy5T1LBOrW87yUcjgLpyn/NMS3nXB2tOjC2OoIVyAOsBliBjFIVHcPJlLtuVgEeO30OCbHRaNqoDk6fvYRPpyfjmUfHIzoqHA6HE4U2B6IiQmG12/Gfrxeha/sWSMvKwfbdh9Gr8224mJ6NiaP64eDxs5gxfy3unzQCiQmx1+w5JxlWxlU18dz349z9+6p2gjOpKaR1AjdGHAhCGAWKDTcggzpgwfiRK0aOZspVAbA4QTMyxSWSKQcfb45gg8CqPGCRAOvrT1Zg9bp9sGkBnUtJR4UUuqF3KRGmxu2TcPfvh8ndsWpw+pvzsG/9Yf+YEbSGmvUIMeskhXjPqxNRr2VdWfhXT12LlJkbkJuRB0dBacAUGRsm8glDHh+MqBpRiAzR4JPnZ+DwxiMoKnLB4nTC5rrsIMAI18hnRqL/sG5+kjY98p5aTKFQJT3ORtmEIocLOoNOIgWT27bH7Q0bCOD1Aaxv35gDu9YDD4EbVd4dbkktkogdUysaw34zEEmtFIDF6x7eegLzPlwm6Tt7gQ16kwE6ox5hCdHQGnRIqBONkY/egfhaigwEz0k/nYHkr9dh744z8s36mop2UImRaNSuPh769QBJ3fkayfzffLEGZ09noDC/UP5DMVMh+DMqajbglbcnI75WtKR+CaJZOXl0xwkkv5+M3LRc/zgwlcl0P6UjwmPDMOmvk1CriQIAf0neDwEWOVhMzTMiRJDB75KEcBFidTJNr1Qr3wxNOJnq8hHcr9dvhXKhEw2xW5HgzntvOftqvtWBcVfzsm6G53uz9aEaYP1CT8SXClyyajO27z0CjUqNU2cvYuiAbhjUpzNee3+qcKzIOdm4fT8KrDbc1qwB7hk7EItXbBS+1aTR/bFu027MXZoCu6MI7//1Ceh1Onwz+0e0bN4ELZo1vObdkT9A1/c8a1FQwuQ3GkIfh4ll0ZWZZ9lvpgIJRDhhK9pUHj9xnUrbuaIaH+QQFkUEQ3WiVF2SVH6j+77R331ejRQ8pO6OmPF676k8BQiKjQxTjYX4+6yV2H8sFW7vOs/UWli+B4lZLoRAg5G/HoCW3ZrI4vf9u8k4vOW4qJKLAbO3caGIjDKh34SeuOO+PhLdOXvwHKa9OENscYocRbDlk+TtAAnrTDeaI0Pw3KxnRCtLFh2TBn/o/6qkFX18LWfxZWDCite+U25Hn0m9/dIJRa5iPDlvLlyXLHAXuqCKMkIdG6KkFalPpNZgSrv26N0gSXSMmII8fjIVH85YhnRHIdxqD1RuwFzgRo2LLhidHtRrVhtj/zACIZGhcnfUBFv17TpsXrpTKQIo8UIawkMQ37Ameo7sgK4DW8NAnhjPySvEoi/W4vShVNgKHSi0OmGzKZE19iuudhSmPD0EjVrULqVjdTE1G5999KOkaPkzHAvl3x6p/jSa9bj/kTvQsFGCbED4nbg9KhzYdBRz/rFQKir9jeDF+0wZcbv/7/ehbktqbf1y0Sv2jdFOAiofwPL1l8UIjJJLNFRFoOxRNgyVmQBu9EEF8Hem3AngAy0sudEleZ8RZr3MS7dqqwZYFX+y1QCr4mNX7jN9Cw0nRamqcrsx4Td/xZ+enIKG9Wph6+7D+Gx6MmZ89CKWrd6MD7+cj7atGmHUnb1EsPH196ZKyrB+3US8//lsvPnCowgx6vHvrxdg7pIULJn6N8THRiLXYpMSZI1Gsd24ViPR8+ciuosHYogW2UyxVWCC5Y6TWjTcFdu8ljUEIFdeipo9jPgEa/IsOW6cmGWxDcAoO9AXg+MSHa73WhMpO/2K8ELIXSJgenPxClzIzUduhkUI677BZqqwZroLbeITcO8LY0Sm4dAWJYrDBZ+kdhEj5TnkUmlVaNC6Hp549z6p9ONA7129D4v/vRTuIkXpnO8vF01FbkEtVXTPz/4/6I16WfTDDWr8of9f4XQWifcgrXlYlehfgLUa9JrYE7eXBFhOF3730Nuwp+ZCHqRWDVVCKLQDGkAdaZQij7cGD0OEyQDyCLMsDny48SfsOnkGOZnUpVL4WhzE8Dw3mh514aFXx+G2jg0FuFIn7fS+s5jxxjw4bE7hqFnzCiVqxEYg2fr2FnjgtYmgpZA0D42nU7H4qxTkZVnkWPkJPw9L4aHd++xwqVJklJCN3/bxoxfx3bW9CbQAACAASURBVDcpQqS/sgkxXqPCyLu6ok37JBlTHyg5veskpr+7GOfTLALG+PxMLhf0XiwVHh+BCS9PQGLDGr84wBINLG80/Frvrq+aV/SkjKzeow1X8EzTA/3W5PmKz6pG9P8CSbkHcm3Kt0SGGgQc36qtxfdX2+IcHH+1fc6tev+Vua9qgFWZ0QvwXPInMnNysXTlFrhcLhgMevTr2R679h3F8rXb8MFrv5VJOzM7F7/784eY9fHLOJeahmnzV+K5JyZ5J2wPZsxfiQXLf8KsT17BO/+ZhVbN6mNIv67IybPgQloWmjeqC51OK+sMo1OcyMpqrLQjDyeYgOF6wyE6VYWBR8w4XTH9pwiD0qrGdV1hQP42j+W9kw8S7OarUqzseCm8MYgwIy1P+Nwra4bNxXzrqbOYtXW3cHYYVWI1IDlTBAIcxyitAe89NRFGPaMyHuxdfxiLPlkpQEAiMV60ysWckRICpme/+I2kCRlZO7zhEOb+Y5FU2vkWUr4/PrNlWuQwgsVUHq+lKbLj+cFvIvNCzmW+FiNjsWFSnUgrmnten4I6LWvLo7IXOPDdyzNwaPdxZBd6Kw4F7amgbhKNsMFNMaxDW9zRuBEMWo2obX+9bQfWnTop1aL52QUotNj8v6VVq/Fw204Y2LOdeExSp4h6qNPeScaOFftKWemQFM8xMJmNaNC6PiaTo+YFSuzCqYPnseTr9QKwXEUur//h5QWVxwrAapzgr+jjuFotdvzt5e9hy7ZKalAboofObISaMhtqWgrp8OCjA/z2PfwtEtoP7juL7z5ficxLef4UIf8W53TArAG6juiCnhN6wGQ2/eIAyyeDwghWII2EeKOeQMslm8DrFW0Ecr3yHOOroLbaXOJnHozGjV9UqBLpvFVb81lXA6xDd1cDrECedzXACmSUKnEMJ+7jp87jk6nJSKpXQyJVK9ZvR7OGdXHvuIGS0uMks+vAMVFjZ9nzo/eMQJvmDaVknE3ZlLvx0dcLsXv/MXz+j2dx5PhZ7Nx/FJPHDLhqkvUBLKa0ymqcGBmVyQpyZVxZv0edKqdLEei7XiP44K6QiyJ39A6XIkkQSMqM2jRmk7ZKPNGkMECnRp61Yor0XK9ZccVUAp8nU5usdKQ4aI7FWaHUqY+nxAjW1pNnMGvLHhS5FLNnX7PbHEqln06Lt+4eDlqs8Lw96w9j+tRVKFIrkUDqTYXYPNAVewFgRAh+/9FDEnXwOF3Ytno/vvrrXBQWlPDE02sQGqqH0aBDdM0o/PrDhyVdyEjYj5/9iC1LdwqPqKQXIqNjcbVi0Hl4Jwx5bJC/cm7Nt2vx0/cbRC6iwOlEYVGRkN4JY8g76v5wP0ycPFAEU8m/Y/3GQ3PmCrgSHS4PRJPKV3loMhkwrGVLDG3aXL4p+Y5cxeLRuHvtfhRT5sI/Tsr5BEqM3E16caxUErIRKGWcz8bMd5Nx6VQGbHlW6EwG4WqZIkIl6hUWGYLxTw5Cjbox/m+R3/Sm5Xuw4OsUFJRQb1dzzChkGhGCHrc3w4BBbf1gjv1JTc3C3FkbcelCjqQImY5VqhYZ4QJ6dkzC6F8NRBhTnl619UpMT5U+NYSpMZVKqvICbT4rHkqPMF1HGRV+41WdPuT4cR7KtQZP9DjE6K0gDPTm/wuPqwZYFX9o1QCr4mMX0JlMpfy4bptU+T33xGQRelyw7Cds3XUILz9zP0LNJpnEV6TsQIG1UCIQW3cewt0j+6Fjm6b4xyffo8NtjZGelYs5yetw3/hBGDGw+w13rlZHMfKt3Jlfu5sEMtQqysgNjtnwjQbDJ0ZYVgTIZ6lDkixTT85iRcOqPClF7lAJWKrCdJYAi2TWtHKOFwEC790nQijyEa7L9jyx4XqJNlYkZeEHWG4Ptpw4g5nzf4L9bJ4C1lg6Xyccatp3UHpArcJb4xWAlW+zY9H6XUhevxtFktrwQOPywGR3IyrfjTgr0GNIW4x4uI8YXx/acQoLP1mJ1BNpyM9QzIp9Ta9XI7FONIY8OhC33U7ZADWObT+O5Z/8iOxLOSLGyWiazWoXoEAQ06xrY0x4cTwSkuIVEEMl9hem4fTeM/JvbiZI+mYVmgAsrQYd7myLEU8OF4Al4JsAa7YXYHk1uZSSSYWvRVA1uEmzUgCL0eOta/Zh6qK1sBspRgHonG5EpxXDZHNL39r0aYXhjw/yc6nsBXbsW38QSz9dhYunaPWjfFBUiqeIaXS9BLTo3AADJ3VHaHiIAuSYVjx8EfM/XS12Qvn5dlA53td0IXr0GNkBg0d3RFh4iJ8czVTiutX7kbL2oMwJwnej6r33/lgY0LVHM0yc0kP5Nm4CUQBy7fjuViQt77Oi0VN1X/hnkKh7Rb6FG80//DvBIDdJBFjBaBIRM+slXX0rt2YzX73q9g5PePFWvuWg3Vs1wKrkUJbU0KGUwpWkU/499VKmTLB1a8XLf38xYwlqJERjzJDeshAoEY0iaDVa4cTMTl6LY6dS8exjE7B2027sP3JK/vfxI/qibs14STHeqHGSys6nZEHZEaO4SCqJO28YVbrRbwXyd0ZuaFVzpcGqWJCEaGHQaSQNyLQBF+IKULWkGzHhetFHKg8wC6T/Ys4caUB6OQCWSU9+ig6OIlY5KlVWV/Yr0kwRVoV/Vd7mS+3lZlmw6Os12LDpCNwO7+LBDhs0UDeIgOG2OLSuWxP39ugkUbSdp89j7rY9uJSRJ2bK/uYBQuxudHKbMemxOxGfVAOFFgfWfL8R21fuFRFPh80h5yh6WRBe1cApvTHoob7iMMAnt37WBmz4fqO8677vwyOcORqMq9GgbX0M/91QqfDzAaxvn58qAIvHKQjmcrcIfKgkP/x3w6RKTwCWyoPPF6zF6hkpcGcpCvSqGqHQdK0l+lr8Foc0bS4gi6lMNppXf7BmHbYePA6Hk8bgJMV7EGL1oP4JB8xFatzz0njUbVFbzmFPLhy/hPnvJSMrNQt5WQWw5lOiwdtUKjTu3BgTnhuJxLqxlyNRbg9mvf8DTuw/J9FpgiXKYLD6kPOD0aRDlwGtMeSeHqV0rPj3RfO3YM+uM6Xse3w/x/tu3KQmHn6kL0KMOhSy2MBZ0S+lvG/btY9nFLyynCbFzkqhA0j6sKgYliqw1hKCO8FgkORiuGmJDr+1+Vd86tUAq+LfSjXAqvjYyZmMUJ05n4apc37EY/ePRFxMZJlXZPrm//76MY6fToW7uBg9OrbC7x8dj7TMHNgdTtSIj4HN4cA3s5aLZMOUuy4bzfKijA4E2qS0PM9Zimty5bnkYXEVCbaJ8bX6KBEzyijkOWTHLl56XoFCm80VtD7EROjFfqYqVOrjAwBYisq1Sjg/BLdUuL6e1AInffa1ogCL3J49Px3GihmbkG8pREa+1W9dI+9MuB51hzTFvUN6onZ0BAodTszdvhfbTp2T4wrzbUL0ljQU9bc0WjzYvzNG9GojYJdaUcmfrcKpfecEkFyJfPlO9hzVEX3GM6qqSBpQymH9rJ+Er+ULKhGwEFxwIa1/Wz0Me2IwYmoqAMvlcOGL//sK+9cf8guYsoIvLMosQInpusG/GYSOQzsIiGE08My+U/jXU18i3WKVNKEflMWaoBvaBBF1Y/C3wUMVVXWJ0Xnw/b49WHvyBKwWGyzZBQISed/st9kBfDBpDOo0qimVokpa3oNDG45g7j8XKzpdLrfw2vjN+4Q/W/VshgnPjRHvQt6brzp42tvJOHv0UikOlR+XqVVo07Mpht7Xq5QoKbmaS5N3YPvmY6BCvIBGbtpEo0upyGvQuCYm33u7RGJCTVqJTFrtrlJR0UDniMoeJ5qxoTrkW5nOrezVLp/PSJPJpJVxLrQVo0hkOyp/fVYZ51mdQasE5rsZH6EUddzKrek1IlhHqiNYAT3yaoAV0DCVfVBOrgVfzVqGH9dtl2rAnp1vK/OD4+R7/mIGEuNjkJaRjYeeeRt/+M0EFBTasWzNVoQYDUiqUwNOlwuTR/dHjXhlAapI44SUZytCoa3scDg5S4wsBStkfqN+MgLE/tCD1+OhP6Ci9VSRyrmyfksBLEp6MdiNACu3wHnNaxNU+XwCxfcwwEqpygIsSgj8+N0GHNh0XBZzSiHk2xRgzREgkbr/uC4YdFc34crkFFgxbdNOHLuYIQBCFBBUgMMr02Aw6jGifXOMat8Khc5i5GbmY8k367Bvz0kUGlTiB2i0u6EvgvybgKfnyMsAi2Bpw8Kt+OGrNcjOKJBHQF9MVoCyLyzCaNmrOe58ZABCo8wCro5tO45F/1qKM/vPipRByRYZH47aTRIx9oWxqNFA8RK0Zhdg1mvf48yBc7A5nci120ENLQWRqBDTvg4mPjkS7Zs08KffeK9PLVkoUSyOE8nq1NdiCpNVlUaTAY/17IFeDetJtSJ5QYyozntvKfauO+ivnLwSYMbWjhGdrfqUTCgJsN5KFvNp/g4bhUi1eq/ivVqFLne2xh3jOpeaK/jM9mw5ju8+XYnCzAJ4XB7oIkzQkecWbRYh1w5dGmPIsA7+FKavwpbgiyrqzmJymoL/7l/rW+J7QwXzvCAL8Mp4eSVZKFxKAdmiIr7bgXExy+ordfIyg6iTF2LSIsJ0axo8lxzDpjNeu2pIj0z8c7Cn11vyetUAq5KP9VJGNuYtXS8VYRu27RcCOnc2VzbfztanSs1o1tiHX8KUMQMwbGB3HDt1HqkXM9GkQW0kJsQIN6uyOyOLrUhC7WU1TpAx5CxVQUqt5G/6zJJJQKfWESuOnEUVTwNe75GFMQ3AyEwVVBJeyzvQpwzNseQ9cSG/lk9gWX1mVRXTFhWJIvJdys3IR/KX63By/zkvURtwFXngosomIAT07kPbod/YLoINsgusmL5mCw7tOgNPZiFUUQYgLgTqcIOACEZ8hrdrjlEdWspzSsvOx9fz12L/0fOwUbmAkgF2DyItbsTkuaUQo+/47ugyqK1EidLOZGD2P5fi1N4zKLSUSKcxY2nQIqlJAoY9MQQN2yUJIMk6n4WF7yXj3JFUkO/EyFJJTa7YOjEY+eRQtBvYDjqDYu9zas8pJH+wBJnns5TxphipWwFmKpUaMQkRmPzyRNRtrlQosjGa+FTyAgFYpZydve49/NaGNWshnC2/Sbga2Ji8E9O+XAGniRsCQFfkhrlAkU5g3KJui1q465kRCI8O86c1KeUw9/2l2LhwO4pdLu9z0YA6W2EJUZLmvOuxAWjStl4pccqLZzKR/HUKjuw7Kx6L/qahmGkEGrSpg3ETeiImNqxUNFvhqakkranXKRpxgar/V2b6o8hoaIhWBHirqvHeeE/UieNAMnhYkZQkCfXU/mMEPViN1IYwkwKab+VWDbAq/nSrAVbFx07OFLPYQruE8Cc9/hre/vOjaN64Xqmr+sDVo8++g7q1EtCj023YuvuQpArf/+tvBUxVReOikpZTepG78nciQ7WwMgxfBSU83F0zjcGJmBwkpaQfYtFTVU0BPBpYrhO5q+hvl7S2YcrTbCLhWoOCQoWkXpFIHPXB+H5QhLW8jefRT2/Rxyuwd9Ve2HIKYAoPgS4sBMZIM9RarYB9Aqy+47rI7+Sl5+Cjvy/CqeOXAFZ08kYo3toyBpoGEYgyh+C+Xh3Qtl5NSW/O2boHa/YfQ+alXCW65M3VaNxA/dQidG7TCL1Hd0F83RhJuf0wNQXbf9grKXCCpYJchR/FRmAx4Q8j0HVEB4lksZ3afQrf/eV74RgyasE0maTgvC2mVgxG/m4oGrRNUgCMB9izag9WfL5Srn9lI1BiVO2eNyYjied4G9OITy6aD/uJbICcLepQtU+UUImk4FQq/LpzN7SucdngmT+Wsu8QPlu8BlaNovlFYBVzsQg1Ul3QeVToMrQ9Bj7QT64hzQPsSzmIFd+swakD51FUsrqOtjI1otB1ZGcMvLsraDHka0xVzv5oBY7uPiOA21pgg8ULUEX1PcqMl/7zAAyhCim+rM2XpKgJyEJ0ymbGVlxl1Xn8HljhWZUAyzc+wtPyRrVC9BopguD7GWhqUnF9AKz24OUyE6KMkqK91VuT766OYB2dVB3BCuS5VwOsQEbpOseUJLm/+eF05FmsePOFR6BjHgxcMFwotNlhNBpw4nQqvp61HJnZeejUthmm3DUQoWZjpSNVZXWPEQsCLEUU8dqNKSqmQ4KlUK5UBlF3SOPV2aIBrAI+WE1HS4mqqPLz3Z2iLF1FAEu0q2SqB3WWrPaiCkWeSj4JRh6Yqi0vwPK9dySGT39pBs4dvniZQa8CwhJjEFYzBvTiG/lwPzRpXRtauPHB87Nx8lgasgoKJfIjzbt6GbrXxKBBHTGqYwspOsiy2PHcrCWSyqVdU15GvpDQRdaBHmxGHb54+l7xnxPxXFcx5n24XKxoSBHncZRNYBqOAMQUakT9lrUx5U9jBPhxbTqz9zS+fXGGpLcI0MRsWS1aoYLlyNMiXyupdX2/1c2J7SewiFGvo6nSfUpD0GiZXC32g1Gvu54bg8RGClgieDm28yT+9Y+ZsJzJKhXA0t7VDJq6kWhSIwG/69FLnquCkzzIs9vx5x+XgUUE9EX0yUHw3hLPuzCgfiOMemKwX9KB5/G4ZZ+swKGtx2Q8LDmFImoqw6xSoWaTREx6fhTqtqjjJ7j7NmB/f/xrpWrwGoQj+iPePrIjug1uo3DZAuD9kMtkNupE7kIBI8HhMvneX5k7+G7cQHqlklPsVafzvWFUK9Sok2ciEfEb2PGw+IWyNRWpdrxW//meEmDd+vAKaDz99auG4NjkPwX7sd6S16sGWJV8rLl5BYiMCJWqn9PnLuHRZ/+Bd195HC2b1pdJMDfPiu/mr0Dvbm3QskmSf/L0CTRW8udveDp3l4W+yrJrHK1ICKjFl7AyjbtmnxI100xK5dzVu8WqqvLz9Z19YOk4AQsXlGA0Xzk5FasZsaJQIflJwSDeVhRgiUBosQffPD8Vx3eegCXLKkDG1whoopJqYMA9vTFgfBcYQw3YkXIEcz5aJYDD7iyC1eEUOQw2LlqhCWF4/T+PiuEzQfK6Q6cx9aftskD7uEdUZmcKjONAgPXulFF+UEIw9fEfpyEtPQ/F3syJwSby6n6dqaYdG+Dup4fCYNAIED666zT+88fpyMmw+EVRadzNPjASFVcnFiOfGobExorvHknmG7/fiOWfr0BeCckIifLEhsMcbkKbAW1wx719YY4yyzn5mfmY8cosXDh2EZcs+QIs/W9GqA61RrbG+HH90KpGol8zixGvT7dtxt5LF0WN3lnoEJ4aeVuMxFFu5fWRI1ArMtJ/Djcy5w6dw/dvLVQKB64oCuB8EJ0YiRGPD0bdlrX9QEkAVrEbb3sB1pXvrBhQa9XoOaK9yGcECrAUUEd5Ao3w4BgZ9PG0gvHusgKWkemfG2CVHB/xPdTR91DhXYqu1hXReIIgOibkWpxBi+Zxo0g/zP+FVg2wKv6UqwFWxcdOzvQBLE6SLP1+9tWPxZS5ZbMGiIkKQ49OrXHs5DkhrF+vwrCS3SjzdJYk5+SXzTvwAZKKiu8x+kJVbQIsco8IrMhVKQvaRIfpZDddFSR0H1CgLg3BXTAAlokecTpFo4f3x5RnMCNwBFhcJMqbNqUJ8pFNRzH79TkSKSG4ofUL/62IZqoQFheGl+f/EXqzSaJQ6xfsQMqCbaUimhR/9Y2b0ajHc589IuCGoJsA65u1W+DKtsHjKIYqVC+6Wty2+1Tc35000g8wmJL6+NMl2HnqHIokdeKByabwtUJtHgEJQ+7thdtHdhDPPb4rCz5ZhU2Lt4viu++l4ebDaNQiMtKIdv1aYdzTw6DW6WB1uJB69AK+f2Muci7kIOtiTilSPKM8HYd08EpAUPRTiV5tW7IDK79cKQKoBFd2lwuOYkVskpG09v1aY8xvhyM8itwmJSZBUPlkMo2nFSFT6jSxipDVfQRYFAge17oVhjRrLqCFOJUA6+yhc5j91kIU5Ctq9MrVFIB5I4D16ctzcHrPGThJOdBqoTcb/GKmvLd7nxuBmvXj5IqBRLBKTgpSuashR0uJHJI0Xlm5gvgoA3LynVVCLyjPfMgxpi4sgRa/JwIsl8sDu1eOgVSFcLMW2ZbKbSJL9ikq3ADODf8LrdG0N666zeNTXvhfuPVK32M1wKr0ECql6ZxcDx47jfe/mIdLaZkYP6wvhvbviuio8HJPhkHokv8SnGwyc+1lAh5mRMKMWhTYry8ncGWfmCoLC1F2cARMTDMGEjCqyio/P8AyegFWBXllnLDFosegkPJtDrcoyXNBZgQu2ACLxPwcqkuXI+BGIEUphLXTUvycJQpScvHktO+WqIcWLyx8DhqNRkDC+vnbsfr7jbBlW+Sd1ZuNMIQpZsoSJdFr8cdPH5aUJVOte3afwTvvzYc7y6bk7LQqqCKM0LaLhzbMINd9Z9IISRfy+t+u34pth08jIy1XeERyQ6w6dHiQlF6MFo1q4v4XRsGj0Upq6dzRi5j6+nzYLAq53W69zBckQGzVtSHufeVuRMWEgRVbpDnP+mAptizaLt+b01EkoMlXeagP0aNlrxaY/MrdpTSpOEYp1MvyRuskver9Imic3LBtEkb+fgQi4yMvE9Xdbvxu8QK/lRA3IgLYhQClCJkOb94Co1u2EEkOgiwWlGSkZmH6N8uxJzsDlggVwnLdiMlwCTGeghExvghWi9r+32J/Lp1Mx6fPTkXa6Uy/BhYlGkJjwhGaEImkpomY/MeRAu4qArB8368CRlSK+K1WI/pcoj1XgUknENmSCly2UqcoMimKhIXMTYVF8swILitrc1VyDGPFG/N/IUEINJp6DYB1TzXACuRFrQZYgYzSDY5heHrzjoP499fzMW54Xwwf0L2UgGAQfqJCl+D6xpB5tsVxXasZVrIFUnUk3AdyhvQK14XGreWtfgszkq+jRn4VkNBl4QFLx5m6IDekfIRW3h+rjegTSMBQcA3yf2yEHvkFRVIyHowmZHmjRha564nC+n7Lx89humfVjBSsXLgJueHKYmK2uxFaUAS1g0BLBZ1Rh+dmPwuVRiVA5LvX5mDrgq2XvQdVgCkmHJH1agi4atK+Psb9dpDwWy6dSMfHf52HvAIbcqy2y7dKfFE7FFHd6uHhQd3RKD5WRv1URjY++DFFIkSMpFlyrIpgrNcLsV1YNJ5/cgxUaq8FTbEbK6b9hK0/7PYDH0mreaM+7PuAyb3Q+67Ofo6TqrgYSz5ahp30EmRk6QpEz9R0/Tb1MOUvEy5b3RS7sW5GCtZ+u84vmeDT4xJCvFqNBu2TMPypYYiMuwyw6E/4zMw5sG04A/fpPKhrhwFhemi61ILarIdeo8WT3XuiQXSMcNAYNWUabsupc3hvxTqcTc3wAmaFGJ941omaF4rRqnszjH5qaCmvQ6fdiW9fnIXU4xdB2Y2C3MueivSEbNqlMX775t1AaEi5tPBu9H4KGd6kcCUL7cViSxXIJonXJUija0J5hHdv1J9g/50cNMqDMGpndyhepoHe3/X6oty7QSgRAVDhgn1bP/v1qgFWxYe8GmBVfOxKnekjHft2l+UN4QepG1ddhgtWrtV5XeNnRmuIFwiyrtXIx+GkwjA878vuIKm0YjILBDD0QawqgCVAw6gRQBkowOK9UcOK6QWmrmyOsquTwkM0sFN5PUgAi6CO3C4CwvIArEu5+fh2yXrsOHpGUlfSPLR+KUatM4WIKCxGp2EdceevBsqf1k5fh/Uzf0JuWr4AIH+0jAAvPgot+t6G4Q/3RUKdWHnOy79JwaaV+yW1WGBzwF7kEokDKZsP1WP0I3egT782XicCxapnxuZdcjxbkcMp4MphKxIRzoSocLx8153+4g9Gkz743dew5BRcVi0vgVnJv+o1ujN6j7kMsJieW/ThEuxasVcspahEQVBDkMTUHs9p0b0Zxjw7UqJrbFSe3zh3M5Z9/INEyQhMdXotjGYDzGEmMafuOqYLek/sBb1RcUiQtGLydiz8VzIuWSyXhVsZ6WsYhbA7G6N7m6YYd1tbv0o8z8uxF+K9DSlIs1iQm1kAAidytgSQaDW4oyACkx8ejMj4CH9Um/PG3nUH8OMXq0XWgqlfVh6SGC9RRqMWbXs1w+RnR8BtNF2uVgzihKFoaWmhpt4URW8D0JtiWpscuuwqlGgIxi3y+6LFFSP1fDeZEefcUBFhX19/aPAcaabAaDB6ePNfo+G3b17VyRP3Pn/zd/wm6GE1wLoJHkJVdcG3iBbYr6+HxcmSu9n8K6QCGK3i4k9QJeKdRQqvqTyprCvvjWAmzKQV/71g7CavNXbsMxeLghuUZPP+uEgQmQS6sEiK0yvoGIznVhGAReHFudv2IuXwSQENtK7xGQKzT2H5Rehfrx6GTemHiLhwZJ7LxNy35uPSyUuSTrORi+Qogt3qFKsbc1QoJr82Aa16NpfIj6PAhrn/+gHHDyhVeowUkZNEvhaBjEGnRbc722LgZMXqhdG+LcdPY+am3XC5FRCmyBYof+P7w93+OxNHiIgnG4HO0q/WYNX2QygwKiMZXuAWjS29S+FG9RrTGb1Hd/aDClbYffPy99iz7gCKvJsBAqwQk05ETLU6LcY8MwLNezTzn0PO1ry3F+D4rlNKCtLnxMPoTXgI6rWqg1G/H4HazRXSOVvaqTTM+ds8pJ9Kh9XphMXp8OpnAYwodRjVGeMeHoTYyHD/K8DLrjl5HLP375V7pkwFQSTHmTUClDNonBCPP/bppwBC72/xmNXfrceGeVu8ETlvB339VKnQrGMSxj41FBqRaKi6Vb3kRoPPjgT2sriSInuggkReb+bGilRadPnMqBnN4oaR4JX/W0W4oNS/YgUjWxU+jptmWKsBVsUfRTXAqvjY/decyYo32lmUJdfgEwJlubOof1NOQa+kyQrtbuHLBAsM+QAFo2XBIKFf6yFQnZ73VJb0AXfs5I+Rq2G10c8t8PsjX4qxuxuBt0BfDmWHnYWi9gAAIABJREFUrZVS80C0yJiKSs3NwSertuBsZp6i3m53SgrQmlso0SKT2YAnhvRB20Z1pBtn9p3Bwn8uFmK43xtQQIBHgAg1qaa8NgkN2jeQ/5/aWgs/WYGzRy55RTkV3pGyoCh8rdt6NMHwhwkWVPJeEWBNn7oazqPZcpy6VqikEtXRTGupUCMiDM8O6ycAi+9YanYe3p27EufPZ8BX06cuJinejTppxQiBBk9/9BBMYYqMCQHkvH8tx4FNR5F1IUfu19dUaiAq0oTBU3qh24Reku4UYFjsxrJPfsSOZbskPWgrsPnNqqUyNMSA8c+PQbdRXQQ4SfNAUoop360XMCrVml7GliISrEaTTo2ESB9VI6oUwFp06ACWHT0s9+dL5Yp4q0qhsBm1Orw7ZIRSIHAlwJqvACyey5SinxivVqFZhwYY+9SQKgdYvpthfwmgzCZqaZFbdrUVTlSYDk5n8U0PsAgaySkkmPLNYYpWGKkACtDl/EieZSCN7zIFSzk//q+0Bt9cHcE6eV91BCuQ518NsAIZpf/yYxjyz70OD4tghJYXzqJiqZYSOxK7q0rKr7lOk/fBCp+qsvQQsVFqS9kvi3fydzk5Mh1KonBFF4dQ4ZCVDd7K+6r4OGPX200LN0xHf0OdcEn2nLmE6Rt3Ii3PAg8jOXxmQrhlmkwFjUqNh/p0QavaibLQnzlwFnM/TBaxUN/CTzCjdXkENzGKNfmvExVhThVgs9jw7UszsWvZbv/tULg0om4CdCa9gJGJTw9GUqu6QqjPvpSLeR+vxLZdJ+DyaWspaAzanrVgrhWJ0Z1aoWvj+pJSdLhc+HjVRhxLy4Q1zyZpQl8Ejv2pZVVh8sBu6HTHbX77mfPHLmHqq3OlWtLlLJI+FnrVzvk86reqjZe+fFQiWXx3GZlgxOtv4/8h5/i1pXxpSFGtV2HEk0PRpl9r+R0fkFv1zRps+H6DUpFZQumdAIjHNGiXhOFPDkNUYpRyDknzHmDp4YNYtGsPPJTwYAqZVWYmLdQ6jVw/3mzG24MHe10MFMRKztrBPSfx7YLVOBbmFIBlznchOq0Y0RnF0Ks1UnXZf0ovFKkkR1/eV6xSx/N70es1Is3BaJUPBLLYI6/AGbDQZ6U6UYmTSUcgWMxjEck1rqN8V4rYL6P0BFrX20wSsEWGGYRS8L/Skr7+21W3eur+5/5Xbr9S91kNsCo1fDfnydx1l9TKIbcnx+K4KhzOuZoq6wyZk1fA43yLU1XeWXk5UuXtC9MCBIw5JHwL/0UxyuWulbwsgruKpjl91jjlFQa93j0wpXktXojSZ+X5MEUnhQguN46fT8P0JRtw6Vwm3BfyoYoxi6mzpnYk1FxQdDo82LszmtZMkLTeoZPn8c2CFJzJzfMvMiGWIsResiOywIW4enG469nRSKgfD6fNiQ1zNmLd9HVIP5ctUS5f05r0iGtaGy26N8WgyT2RUCsKao8bG5fvxQ/fb4LF4kC2tVAqL31n6aOM6H9PLwzu2xZGrxffkUsZmLFxJzIsCv+K+l1MpZFTxWhUvYQYPHJnD9SLVbw4ufjt/n/2rgI8rmrrrnGLJ03dXak7FepOKS0VpEChxfWh73/wcHu4W6EtlAp1p+7u7p42bjOZzCQz/7f2nTuZlKSdSOHxyOHrl9JcOfdcOeusvfbaqw9i0XcrpXKC4ouqMGcKAFL0V8/98KCEC8lgsjkcbrw89B1/4eTAe6Dso8HgRweg2U159UN5rk2zt2DZN79JIWw+KFJg2qiXnwRKDTrUR78H+yK8nKKlUrOI16zYgZ8nLkJOXCbgzAGizNA2joW2QTT00Vbc3qIleterDb2v1iEn9IvpGfh59y5sOXQCdrtDAWYi9PeiwlkXWoWWx23jeqBS/UrIcpVOYkVR3ydxUGc9SYNW2GzK7Jill5iW57tW1GP+UdvzWRCWKtBRv4CTq3IBarWy+Z5Rh1aAHILbRfoE7n/UNfzZ5ykDWMW/A2UAq/hj91+5JyesQ8fOYtvuwxg+qBusFhaQo9Dd7Re6c4IyGbXy0WQYUGqs6ZVaeqXldHwtQBGMRqokA0wTQIpaCVCogXG6c4UxK2mok8djCLWovlXXGo9AgEWASMDLhAACKk4O1LHLKjvLhc1Ld2HBtHVIjvN5R4nyXAdd41iYm1dEtXJRGNW+BSpFRSA+LQNTNu7A/hMXkHopNc/tnR5QLg/qxrlwU48WuHFEZxgtRsSdiBNTTgfL3GQ4xTBTFWoTXNRpXRvj378LlatHg/xX/GWlFuLhXaeEhZK6gD7mh7Exhh97D++AzoNa+vVDR+LiMXXTLgFYVzaFadTiwR6d0KBSbD6AtfC7lWKMmmOE6LQ0KhgJAFgEQsoxAKpkPn38BxzcdsIvVGdY2GTWC8ghkzn65dtQ6wZfGR6K4h3ZWD9zkyKKT1L6RyBGfVdYdAhsoVZ0u6Mr2g5qA71J7wN6Hpzeexqz3pmN8xcSxAHeD+D1WujaVULHEZ0wtNkNiLRaBOwz1Eud2fLjJ/Hjjh2K6asjG/b0LAGbvA7aKIxv1R4DOzWVdzPYsjAleW+utq9igaDUBaRXGu1ZWNS8pO/U9eovj0vNJN8t1RPrWueifIDPiFrbkfsRcKnQVhG4s8Dz34fBqlEAg3W6jMG61qOkLP68BdVlCGrXso3+G0ZA0YXkvewUD89esg4ffD0Tbzw/Dl3aNZOwAtOwM7JcYo5HF2IyG6o1g+hDuEI1apBmL3pNvKKOA8/FDxhtEK7HmpwhAa6wyciJRxc9rErpRGpqO0MOpTWxkMFiX8mucUJgRhfDtfTtUUMyHGOC54TzSZj57jxcPpuAhHS7X3wtL7NBh/AetTHklk5oX6emgIgNR05h5rY9cOXkiKYo+WKK34yUT02LOlXx5LBesIZYBMCdPXAWPz47mal04mVFHVMgU1SxZjmMfnEYYutWkhV+0qU0LJq4WuruBWYm+uvlaTQCrrre0k4x/vQCBFi/MMR5OhHe9Gxoy1uhoaca9V1SKkeLB3p0RIOKCsCScigZWXji1R9h13vhpSSMZXRSchCT6hUBfbkq0bjvjTx7BoK9M4cvYPIrM3DxBC0TVLYLsFj0CAuzoEaTqhjz8kixs2CTffafxS+vz0RaQpqMVeADStDT697u6H1vL1hCLH5dGsfo55d+wcmdJ0XrZXezNmUuMl3ZMOp5Livue+9u1G5YTcCj8r4qtQ2nHdiNdadPC0PJd1esLXzvNDdrW6UaHu/SCS7RLBb1Tbs+20vYzaQVM0+GDx1ON5x/Ert2tSsUPzuzrljFodWajmTAjHqdVMOgMWuoxSg2Ln8feAXUmPj274b59N3PXp+H63/sqGUA6y96Q4XNcLmRYc+CzWqGxawwVQyhzFi4GvOXboLJbMSXbz4Oo5E1u5TJjZNlRpb7dxYG/KBEh5lKtdp8YUOraqQIIEoJ94iQmMflx4/XybAAQzClZS6oXktRs/6CebzIZnDCYp8JtFi2qCDBOzVBW+hKPmmN3zsq1e6Ew+32My2t29XHI+/dAYdoSbz4eeMObDlxVtEJqZ0RJbXyP/XKl8MjfW6UcwvAOHAWE5+bLL8X2wi6mHsUoTZZobDyERjyxBDUaFpdtqGb+ryvVuDg+oPwuHKgNejFW4tCc4bUtHotugxpjU6DWgvAIhg5dOgcfv50MeLPK4J4AYeVQ2FoHgudzYDGlcvj1nbNER2ilLq5mJqOH9ZuxbEzl5DuY5UUE1MvotI8qGXXoc+oG9G8e2O/EzutKN6f8C3cfEeSMkWzpdYSpPaqQZuaeOjDe6R/BD1s3HbBp4uxd9V+6SfHLDM5U1hDDoAt3IpbnhyM1gNa+X22OGYnd5/C3PfnCSgLzOb0PzM6Lca+NxbVGlbJM0Alc+zxYPKuHdhy4axkvZIRVPuoDIoGzStUxDPduog1yn8PwFLC7Xy3KEViVh3vLRdxxS16Hsx7UtRt+MySyWaCT0nGjoAy1EKrB8X36u9Q4DlwrMsAVlGfvLztywBW8cfuT9lTXd1ytbv30Am8/dlU9L+pPUYM6gaWOuG/z1y4Gg5HNhav3opH77kFHVs3kVVzYprTn7lXEKNTLtyEZNbrKi1qppAR4keZmTilYdWglv+QUKAXErLgR95soO5KmQRKs5UmwOLHmh9vxVaCjF7OVUMZFGsv+uo37Fq5t9CJvFbjKhj/1mhkqgBr7TZs2nEEuSlOCSOy3I2GHj4++4265WPwSG8FYNG8c/++U/jyszlwGhTyhkL4yGQXLJm54qReqW5FjHp5JEIiQyS3bu/KfZj1n/m4fOJyHkuk1yK8SjmEVoxCtXoV0e+uLsIw8dlNuZSGed+vwuG9Z5FidwR4TAGacBPq3NIMt3RqjtrlyymAzOsVO4p5u/ZLKaqMZLuE0ChgJ9tl1uowqGkjDOnVWhYUBH18tvesOYj5Xy/3M0L0w3I5c+DNyYXRYkD91rVx98vDlaw9FWA53Zjx9iwc237CD2D57HBiJXAS1/cWNTHqpREFA6x4Javzykagefd7Y1H1SoCV68GM7TuxauteeNKcwsrpKoWIW77XSN93DXrUroNxbVsJ21tK1mslfh1os8Lwe6CcgEmYipcWhftesTIJJiu2xJ25ygEYamdfWQasJE0NEFCvGhPOrNaSHO2vt2+N79/5XadP3/PMX+9C/oQelwGsP2HQi3tKslPrtuxFxfLRqFOzMpKS0zF47Avy9zFDe6JXF7IEGsxavBZmk0kYLjrMv/3P8aL3SEyj0L3wOANNNKlT+iN0WNQxUFBf3I8wtRJWM/U2iq6K4bVATxs1Oyg5Q2F3SqtxAuGKnUCuOB46QkxQA2dQHPFFSEtxtwaFgkG/e7s7F/M/X4oNc7YiJ1u5Loa3aJpJ/ypqimo1rooH3hmDdKbW53jw7UdzsGPjYXhSsvwAS1sjEvr6MdCZDejZpC4GNW8sHYhLScPkdduw+8AppXC0DyyYnLkof86OSLsX/Sb0QZv+reQiKID/YsIXUuYlLcnH9PgGWmvUoW6Hhhj+9CBUqVfRL0rfMH8H1szeJgAmy+VWDEzpr0WvLL0W3Ud2wKBhHfysUrrDiV937MXOU+cFbBHoMFRK01FCGaNRj4GtmqD/DQ3zmXeumbUF637d6mOEfu8txczJN6c/Cq9WI6FyCrddTrf4Xx3dfkLYLJqD+gGWT+x+w01NMfDh/nlO8R4P0hLSJax6ev8ZP/A1GA2w+iwmWHR6zKujUbFOBf91kUnmOX76eA42rN6F3NRs8XLQVLRBVysK+raVYAkz49VevVExLBT2UnIhL433gKCFHlnUNl3ZKALnooHvCRk5h7Nw097S6MvVjkGpAG3XMrNKJ7bKZJMY1uL8m7Ua3xUAsO4tA1jBPAZlACuYUfov2SbLmY1+Y56VGodP3D9cVstvfzpVJpHEpFQRtbdv1QizFq3F/kOn8Oi4YRjz8Gt45el75N8zsnLE06awZmX9PaMOKaUMSgo6HwEWASOZlqI0ghMCHAIs+1U8urjajAo3Ij6l8ELXRTlv4LaFZf0FczwV+JEBYP850VL0zEmpMLZNBVgEFd88PUmMNv22BgQmRh0iY8NhCTGj3903ocfwtkjNdGHTgp347cfViE/NEDDjbzRbbFMFtTvXwwM9O8FiMsqzNHHNFuw+d1EYopRLqXnidjJZuV480+NGNOvcSNzPCXK2zt0m2XYMXRIw0X2czJIKSqIqRuK5mc/4Paa4zYLvV2Hv+qN+93YBTT4gR/f12k2qYNTTg/yhvvj0TPyyeReOxiX46weqBZk5dgzv9W3WAP2bEWApV8jjbV+xD4u+X40Msxe5NJu0A3pVhwUNYqtFY8Lbo2ExGfw6nZQ0J2Z9tAjrZm8VWwLxsNJqEB5mEsG53mSQMjzVGlf1h/p4TfvXHcC8jxbi3KELAfcFMFlNiIoNR9PuTdBnfB/YIvKMQrnfxl83YtWkNUhKz0CqM68OIww6VBvWHA/fdzNql4uQhBS+u9nu0gqoB/OkFrwNg6nhIXrxmCsIYKl7qV5TNjMzYCF1Gv/o3kfYWCEh+IoO1xoVeucRXP7dWhnAKv4dLwNYxR+767KnmvJNPyF+1FV9iKSP7ziAF978FlUrx+LZh0ahYZ3qOHP+Ej75fhZuG3wTPvp2Ju6/fRDcOTnYte84Jtw1CJOm/4a09Ew8/+gYCTGQxbpaiw43IukPSL8m0FB1HNcaSE50BmakMYPJpEeWMyeoGojXqxgtdV4UgAdbikftvxgbarUy2QQydwxvUoxbWChDsvOy3Zj62gyc3HdWdEi0EMgTbmsQEmVDu4GtMfypgQixGJCc7MB/7v1CWBK3Oxepjixk++wT2B9LbCje+fEJGE2KtoTMw+NT5sLhyhHQxwkyM9XuF65brGYMaN0YA5o3UtioXA/W/rIOa35alxdOCwiPSeadXo/nZj8rGXhsDHEu+H4ldq85jFyG+ChW1+lEByWgTKdFzcZVMPqpgX4n9gxHFuZs3IMNK/bB66tfqYuxQFvBJj5TFMT3u6Eh+jRroOjIvHTlz8XG7Yfx6ZJ1Sv99/YpOzkFsigcmgrI7u6JVT8WeQcK+Rh0ObjqC79+ci8SLqcjxlbhhv0hkxcSG4oZuTTDk8YGKUF2c6hXX9/mfLML5oxfhzHQi9XJAmFADNGxXD3e+PgYRFSLylbmhJuw/o96XkL6A05wcZOfmwO3xwKjTIcRixr/mvwijQSelXvR6rZTREePfElZTuNb7drXfq7UzJQEjSMTEmoAWs1483MiQ/1H9LxdhQnqmC9k5QXb0GgND9oos1t+t1fi2AAZrXBmDFcxzUAawghmlP2gbsgJx8Uk4cvy8AKfIiBB0ad8ckeEhMun9NOs3OLNdSEhMRaUKMRgzrCfs9ix8PWUhGtWvjgZ1quOLH2ajQvloWIwmjB3ZF+mZDsxevA6jh/ZERHiIMDoipC2kRYUq2ihfSbnrduWc0LkaTLoKWyZu2zolu1EMKt1K5mOwH/boMApcix+GLOziyWBxIr9WKFXtP4snq8WxC/rYUytCRo/hzILuDCfg0/vPYurrM0RHRHbF6XBKSCvHlSuhNTq4v7LgBdjCzAIWtizbh9mfLPaLtXktBB70MSKgspqNeOHnx2C1mqQYLvVXD0ycDaePgVKzAKXUjc9riiBGAJbPJX31L2uxZO5m0WuxmR25MGR7hO2iYW1YdBgenfiIH0ARYP3y5mzs/G2P2EAQhJlCrbDGhMMYYobeaECvUR3RhsCHuievF+dPXMaCyWuxZ9cJn+heibFqq4VC3ywWVStFY2CrxmhcuaL0i+N38MJlTNu8E2fOJYiRqR+IeryIygK6V66KvqNvFNZPGhceccn4+rmfJdOSei3up9pT6PQa1G5aDQ98MFbsE9jUzN2jW4/hl9dm+rItPXA73QKE1NagbT0Me/ZmGQv1mni+HUt2YuEni/Ldn8DnjSHfF+c+LxmPzPpl4gNZTt4rSXBxs2Zg8f3civtiU+DN0FugM3owxyIeZUaeycCMWVofXN/+s59RYUYkMPRaCo3gvXzk309/xaGr8U0BAOu+MoAVzGNVBrCCGaU/aBtqpl5853u0bV5fiuL+umgdundsjruG95GP6ntfTkPViuVQvWoFLFi+Cf944DZYLRYsXrkFJ85cwPg7BuFyQiq+mDQHNosFzz08CkaDAWkZdoTarMJWpGa4RD9RWAu1UIdFM87SWfUVdh5OhjERpgI/gIpGSSsfZIYhCAr4s6igj67r3OdaQKiot5cTDMN6hZmN5uu/xyf4vUZx7MgQA1IzCwdYLAi84PMl/hCc2mcyW5yMGbZ7ZvKjsISYYDUoAGvWp4uQnZmNnJwcKWTM7RR0AAEKb/z6FFOiREtGduGJtyfDeTJJxRwiOtc3KQ8NswE1GjzRtwtqlouW35N5+WnBWizbcgAOnfKsmO05sKa7EXvRCYtWg0ETeqPFgDbw+jIU10/fgLVT1+PSqXgBh2qjFiy6bhVUrl8Jdz43BNZQxQKBwHLW58twcOsJZDiz5Y+agEGwYmkQg4efGIIqMZGw+ExM07OyMXPrbuw6e0H6SF8rFk+mfQJbpM2CO7u0RZvGtfxhSDEyXXUQi75f5XNvV3ReHp9ekfpFW4QNj392r78MT0EAqyCBe0yVaAx6uB+qNamuiOUl+/HqAEtCkwRYcxSARZsAu88ok88WmVwCLYbBueAgk3p939a8N0TN1CULG+xCJx9w1JIRVNhr/rxe/S/tYtSsWRoRavxb2TOo9y0YgEVt8Bsf/4SEpFQ0b1xHdL/RkXm1OtVjFbZdcmoGXnp3IrbtOQyL2SiEwH1jBhb10/xft30ZwPovuSX88JJpmjRzGaZ9+ZJ8iCfPWIqVG3dj8icvyP/fNuEVfPPu0xI6pPaKoUKHMxvDB3TDu1/8ghcfu10e6lNnLwmDULOaIi5WGz/CTFmmuLxQgGVmOQ4UCh5Kc7iEwre78mlLbKwjSIYolxYLeaU5inNelvlgglhGKYlc1T5wgqMJaEGaKTJzNnpwBWisgpn8CgJY6oRN9pIAa9bnS2Cnp5diYAcbhddkmOgdpdPhH5MfkTqEFr0Wm5fuwdfP/oRctxLy43NAQXx0xUiQkSlfrRzue+dO2ZegZd2sLVg6bT3iE9PyhpoleKqFw9ytFipGhOLpAd3F14ms1rJ9h7F03xEkJ6RKZp+KyrQeLyITnGhmCMOTn9yLsHALMpxunDt6GROfnIgsuxOubLcUqM51K/o79iG8YiSen/akFKf2u6PnevDuA98Jk+SF8izQkJMEEUNmNpsJ418eLteiPuaJGXb8tGEHjscn+pla1VuK56I32KCWjdGzST0BjYojvAe7Vh3wASxVE6jcNRHfk37RaPDMxAdA8Tqbem+ObjvuZ7CuNFvjsSvXrYhbnh6CqEpRfgaL+zrSHXhj6FvISHYI+GP5IbKQtlCLbFe+ZnmM//Q+yczjtV7pRK6YqTK0TCE3a2oq5YGud+NzT+E4bUBK0tT+S+kpnVZAsN1XwLskx1X35UKRz3VJ+6kej+V0mPn8N0sglMuv+fXvGaxT9+cxWBmZDvQZ/Q+8968H0bZ5A3zwzQzEXU7C+y8/lO9WXm27Z177EiFWC55/ZAwuJ6Rg5AOv4KNXH0GrZvVK43H4045RBrD+tKHPf2J+5Ocu3YATZ+Pw1P3DwYfxxxlLkZSSgacmjJCP/PD7X8YHLz+EFet3Ytna7bgQl4iN8z6VA01fsBpej0eQ/9VchslOJVxFh8VVMTVGDElc7xZu1cmkwBU4zUcJTOi6TiE+6yeWtHEVy/BKUkbplvQQLZg+r9ZhoMaKoUyu7ovafwKsK20r1Enc5crBtq3HMeXr5QrzEzA0MW4XbFoNqtavhNtfug0miwEZccmY+t587Ft/BE57gHgagDXCIoCk5x1d0Kp3CwHTJ3edxoKvliE1IQPxaZliXuoPqxm1qNy9Pu65vz+qRkfIs3UpLR0/rt+Os0kpwjIRLGRlOBUrAwDlYyPw+JAeqF2xnLAUDAVvWbgT096ZJ2yav/9ewJHpFGBhNBvwwpznhIlj4/tw4fglTHpjLrweRe8TGNmWUlBkye7thmadFYE7h8UPsC7EK0J6dshX4oa2B8RKA1vkASwVLO1Zfxizvl2OVLMXHg0Q4vBCzwoHuZDFii3EjOe/vR9uelX5XPV5vYe3HsPUt+Yg4QILaStPrNVqgNVmFEfwpl0b4+YnBilldnwaMfpqLf56KbbM246Ui6l+wb/sG2JGuWrR6DuhD1r0ai6O/gwB02OqsMa6eEz8YOjtemu0+NxrSwFgBV6L0n9qASFAke7pxWHHAo8ZHWqEPbv0DFBpYcP7+Xds1wJYS1ZtxaxF6/D1u0/J8NCbsdstj2HTgs9h9Okv+e9X227t5j1o2aQuonys1/hn/oO+3dtiaL8b/9JDXgaw/qDbxwkrMTkN23YfQYumdVAxVgm1BDaZEKCB05mNBSs2Y8Fvm2RFQBPRNs0b4I1PpqBCuSg0qFsN7Vs0wlufTcUXbz4u2irVH+tq4EoE9D6he2FeV6pxID2ZSmLOF8ywcpVJ4CgTkwZiplhaglT1/PzQljbAUmsdpmW6/WU1rqaxCmYswmWC9OZjxXi/+OfA/vNYOG8bUpIzkXwpTXRCajN4PahXLhT97uiK+m3qIMftxrqp67Fx4U7RamXQKDPbBTc9oOCVzLZuIzuh/7ieMIeYBRStn70Fq3/eIIwPAROtEyi4JmKhTqrljY0xeEJvhEaGyH06xlqCm3eCGX7SAoxL+b86jQYP3NQJDSuX9xVQ9mD/yr2Y8+ECX+FlX+/97upKLUEVYBETcS7Ta7x4YeQncKQ5hIkzWMzQmfTQGfQCrig2v/3ZQajeoLLSDa8XSckZmDJ/Aw7tOAkvQYleAw1F8bE26MJMEiIc1aEFGlau4GcjslwubDx6Gj/NWYd0N8O0ShjPmO1B9fhcRGuN6HprO3Qd3FKSLJQQei4SL6bhh1d+xcUTcchIsSt1BH3NFmJE6+6N0Pf+3oisECnjpgKs3Sv24rfvV8Keapc/NEVVs0L1Ri163dMTPe/qLveH2jyKwq8GsNRzmsisGhV9IBcutGQprQoG6jlo5cLjXg/ndvafJXg49jyH1AMsxkKLIDqS73166Sys+I2iwF0hMv9+HFbNrwpgsMbnMVhfTZ6PpJQ0vPDo7f7nv+stj2HSxy+gepXy/n8LZjuy1HsOHseTL3+GyZ+8iCoVywXz+fyv3aYMYP0Bt0bNDPz6pwWYOmc5Hh93qyDzwl5Wh8OJ42cuiNGg0+XCouVb0LF1YwFSNatWRFRkqIRLdh84jjo1Ksu/B9u4Xwoza3zhmSv3E58ni15CEsX1qLpWX6jjoMaKTBDNQFmUuTgf0mudh7+PCTNKHcbSPL7qEM3Ji5MtJzP+LAnnRosMMRsLkTjFAAAgAElEQVQNYCr43GRmOrFs8W7sYq0/rxdOR7boqhQwTnJGi+69mmLgLW0lWy8tMR0LP1uKE3tPi68S/6MQ3sUwm4cAy4iuIzvipjFdJcTE52HDrM1Y9fOGfCaZqsid11S9UVUMfqgPIitEyDUek1qCO6XYNMiGhpmgjTQrpW4YUtNoMOGmjmhYSfm48hwndp3Ex1/MRpbBVybGA4SmuhGe6pZ+RJQPx8PfPASzWS+sDYHe7jUHJcyZkZgJTw4Blgk6sxGhFaJgjrChfsuaGPZQb79lAsOyW5ftxap523DufJI4pUsjyIo0w9y9OlrWqoIR7ZrDajT6QBmw/3wcpm3ZhcS0TAGkTrtvYvZ6Ee3VYWizRujWtxUsNouE6xgG5kJk7rersHHxHsnUpG8YswjVZg4x4f7XR4rjPcEjmwAsjxfLf1wlBaWlDBH1hWT1fF3ltq36Nkeve3qI7ivMohc2NOiMVdFoKX1UNE65EoIvybMZ+J6xlBPBz/UMR7Lf7D+/E9RQ8tqL8i2Sws0mHVjOqjQav1WRIUa/Zq80jvlXOkbNL9/9XXdPTfiH/98++vZXeYafmnCb/996j3xaQnwN61YPejsyX50GPwyDQYd/PnbHX569kne+rBbh9X/UORmeu5CAD7+dgdbN6mPXwRN4/uHRBYoA2RuVjZKUc3cO5i7biBCrGX26tfHbNhS31/zQkoanEWVhjcySGror7nkK2o+sBGsEMgzpcCkZgVxppmS4ShwSKKyfESF6Wf2X1oTAVTZDmZzEaGdB1qk0Ji+GSDmxXAmwUlLsmDd7K44fv6SUu1F9o3wn5YR8Y9dG6NOnuQxBamKaACyaXhJUqqJqdXzI+tx4a3t0G9VZWCBO8OtnbcGir5f7heDUc1Esr4jiNWjcqT763tsD1nClXmFCXAq+/WohTm49AfH+oFYr2gJDj1oizq5RLhJj2rdCxQhF5JqcacfPG3aIdYJTxO0+fVOOB+UuOVEh3oXut3fFwHu6ycfV7sjB2WOXMPGZH5Ean4aUy+n5nOstkSGo27kR7n75VvH+Uhcq1Gp98NgPAkId2W7QpJS2Bwq6AZr0a4K77+mNUHNeNlimMxvzdh3A5mOn5V56vB6xxHBl5ci1hkfYMLx9M3RrXNdnEaswGN7cXLwz7isxfKWhK6+IY6k2aqp6jOqEDgNaFgiwNs7a7HeZD3x2eS21WtTAoIf7I6J8hCx2ssnmFFFfFajR4iKG73xpsMMM61PXVBTAU9xviJp5yKxYGvIGy6pbfFnHpVXFgTYZfOf/ftyVcueuBbC+njIfcfHJeOnJu/y3usOgh/DLF//Kx2AFsx3fudPnLgmD9cBdQ9C7a5viPj7/FfuVAaw/4DbwoTl3MQEpaRmIjYnEqx/8iBGDuqNbR2VSDGwSEjp8GmmZdlSpGANmV0yasQx3jeiN5vKRL3kjO5WW6SoUGFC7RFbBXgplZnwSGFlRmvQ68WLicVWNBX23MuzuUgNAV44OV9zMQiyJSaOqsbJQUKzVIdPhlg8ugRsnv9Jo4jqtzQNYqgYqOSkDc2duwdHDF5B1KRWGMAv0NrMAGY2O4nYFYPXq3Yy2UPC43Jj+7UosWXkQnJMpgg/N9cBCfyWSOQYduo7ogM7DOggwSbmchoVf0h1ecVdXG8XyZJWMFpNs33FoW/kVvbGWfrcS29ccEL2T/yFi+CTWClu/+ujcuA76N2sAq9kkLNLm46cxZ8d+ON1uJF5IFisD9fpsLi+G16+LUeN6wmA2IY3ZableLP5iCbbN366wdlnZIganxpCzHDMi7/3PWDTu0khYP9WfYc3srVg3b0c+4EI/uezcXFj0BmHvnvlynCxSVLPS+LQM/LxpJ45fzhPFB95P3pOhrZvgpkYU2wYUVc/JxZtjP/eNmQIY1aLYSmhVi263tkenIa3zyur4MghXTF6N9TM2yeJJscBQ2C2W4uHf67eri/4T+iA8JkwAlrMYACvwGsgEUeOU68lFVgl8tNi3KJ9WsJQe+6BeHQIt+sSp3w9WUeCjWtjCJszKYukM45b83eT9CQ8xSjmrv2ur+UUBDNYDeQzWb2u346dfl+OHj56TIWImYd8xz2Dz/M9hCNBgFbbdpnmfYd5vG9H/pnawWsxyjM9/mIOE5LR8oO2vOP5lAOsPumvqhEIfq0kzliIlLROP3TsMFkte6QU1lHj01HlMm7MCx09fEDPRrh2bo3PbpqXWU+pHSJ8zpFJQk3IXviy54rIzjIpwEuNx+JMhtILsEkoDAF1tYEJpCsqsrWJkPV3Nx4osH+fL0lolS1q5SSdeWGwqU3XmyEX8+vUKHN9zVjIr2bQWAywVI2ApH47ISCtuHdYOTZtWlQl+3fojmDdnGy6cTkCOOsF4vTB6PYjN9aBG/UoYOKGPCKk5Qy35bgW2LdqF1MR0pSCyqnmhGWmIGb3v6oYbR3REaKRNgMuulfux6Mtl8uyQIXLSxV3VUuk0qN2jIcY9MhjhNov0lQanv27fi91nLsh2dH132rOl1A0HMDTMgls63IBh7ZrC69VIaJoO/5Nf/Aknd57y66EC7zGBSPNezTDkycH5yuOsnb0N6+ZuVwDWlQ8FgRmtLHwAS8VKSZl2TNu8CwdPxsHjcEnpHI3FAI1RCesxBDu0TRPc1FBhsNT3mNf/5Uu/4NTlJOTIpl4YcwGr0wtdrlLf8NbH+6N+q1r5CjzT6X7N9I1Y/uMapKY45BwGgxYWiwE2q1EKSvcd3wuNOzcScT0LsKc53EVmsAp6J/JptIrho8X3Idym2In8WY3vCdljPutc3PDnlZ+xcJteFnGlIQvgAobHM7PY4t+01fr89wDr5IN5AMvucAqgevvF8WhzQ32pj5tpz8JbL96PU2fjcD4uATe2a4arbTf6wVel2shDdw9FeoYd4595H0P7dcaom3v8pUe9DGBd59unamVkhcqCurkebN5xABOnLcEbz49DuegI/4T6yXez0K5lI7Rt0UAe0EvxyVJnUN23tLpKup1+WIXVJVSdxQnCigqwuOJjFiJ1CwydMCxBcFVYVtCVzE1pXaN6HIbe+EFmqZFg25U+XCK4vcLHqrSLSXPMo0KNuOwzRhQfplwvJr02C6cPX0Bqih3ZAe7iWjp814nF7fd1R4vWtTmj49yFFEz8biXsmVlwZDiRkUpxeJ4gvrzVgAnPDEE1VRTu8eL9ez6HPc0hoIbMEsvdeHJy5Zmzhllwx8sj0KB9PSWcmOORbMM9qw742S6W/FEBFlmb2k2r486Xh/tBRUJGpgjij15KzKfxEiN0IZ806NO0AQa1aAwbi15rgWxnLr5+ZrLotpSXQ71zzFJU3qMbCgBY+zYcwcwPFiKLDvQeDwxWEww2M/Qmo+xTvmo0xr06Ip+WJpNGvIu2YeOqvchltilRRIQZumqh0MZaERViwR2dWqJ+pQqAVwFYqg5txuodOHD0HLI9yhjr3R5EZnpRIdWLDl0bYeB9PUCMq4YweS8O7ziJ5VPW4fyxOKQnZfivTU4bacXQR/uhWfcmMJOl1GgQEerzRyvqi1jIw+730dIX3YeK1RdoG/FnAixZYNDHjea61JnpaUDM7MlcuS9c2PE5KorT/NW+C3Rup/8VZQ1/13YtgMVx2bLzEP79/g+IT0xFm+b18eYL9yMiLATT5q3CstXb8N37iii+sO3OnL+MVz+YhANHT0vmITMIn3lolCxw/sqtDGBdh7vHyVGJBnixdechTJ27ErcO7IKu7ZuLODkrKxuvfTQFVSuVw53D+yA1LROVKkRj/bb9CLVa0KJp6YQCC7s09o216q5mOBphU9yji5IubTYyJd8gZWT4gWNo7lpZTNQdUWORXgQAVJRbxuPTJDBYgBWsjxUBFo1QU+2Fp88XpZ/cNrC0D8N125fvxbIpG5Rafx4PMjKcsNsVZ2oD6w/GhODfkx+GVqeT+7Ru7UH8tmyveGRRFURxO/fNdrpgtppgsRjxr1duk48Wn00CuDdGvi/ZhuqNkjAXvbU0GpjMevQf3wfNezQVMMTtFnxJgLU/L2MuYN4hwKrWqAruIMDyfRgT0jMwdeNOHD58Dp64TGisehhqRiDXS6CkMER0iO/XrKEACq3GK5PnzO+WYfK+A/4hDEvKRsULTvBzy/OM+OdwNGhf3x8e5HhNf30GNszdBreDmYAeYZGMNjMia1WA0WLGLQ/1RoPWtfJYL48XO1cdwOJpG3HxcgrcNNjiLM2TGPUwdqqMnl2aYHj7G0AdupoFmJThwOSN23D8UiKcDhdSE/I0YvQB61GnFm4f2BFVqkbKOGRmuUGc63K6MOXNuVJWh/eFzvZZ6VkCbpmtGRoVgglvjUHFWuUFBPJ84T4D2qI+S9favjg+WmSb2UqLtb1WH6/1ewnd67Rgv8j2ZWTRRV9xjA+UIVzrOFf7vRiMhhCgl+Qof+19a31WAIP1UB6D9de+uuvb+zKAVcrjyzIZyamZOH0uDvOWbsDJM3F4+J6hQn+qH2gWbab7+mc/zEWTBjVRLiocD99zi5TEud5NzajnRzKDIZFCVsZMx6bk5VofUyWM5jPXJG1P8XoRXOCpceG5WNKmGBnZ1xwurmipybja8fP7WOmC8uEiEOPKtjSLSQcCLE7AG+Ztx5pZ+bVRxC1SqgaK/uq57ycI4CCzsmrlAaxcvlcE2JwR5F4HrACph/iXgB+FiSEoeXXkByALpTYt9UM+XRDBwV3/HIr67epJmSK324O1Mzdg8VcrkZHKUjdaWEMssISZBUhQFF+nZU2MfG6ov+5eyuVUzP7mN2xasTePwbIZYOhQFdqqYagUGYGR7ZujdmyMdIHh3I3HTmLW1r04e/KSwpT5HlJrugu1TmahYcva6D+hr9T3Y2NIcMu8rVJ4mpl8aYmZAl7UFlohEjfd3R197ugqnlLKThBg8+1LM5BwPlmsKTKynD4PMJ+JZ+VwfPDlBFjMBr8ekeO291wcpm/ehdQsp1wTjUJdWYquTKfXo0WdKhjVoSViQm3C5FKvx3BVUpIDb4/7Ulhs1ZYh8AGmB9iAcT3QrHN9xTdL9D/XPySn+lBRo3U1Hy0CGV5HaWibrvniFnEDLnhoUcFQXpaL95JebkU8yBWb87sQajUKgLvCiaRkB/6L7V3r0wIA1sNlACuY21gGsIIZpSJsQ4NQurGz7A1pznq1qvpXozwMNVirN+wSh/Y61SuhX4+2qFIx9g/3V6EeKjUzu9CPELVTrKFXWDkYhrQkXd1HnZMNC5jTgh4xVcBKiv96ACwp5GvSQYSxV3xwBRz6UtqL42MVG2kqdYBF7x5msxFgrZ+7DcunrJfQHRksCs81Im5XioBzEn7u+/EKwCLI2HgEM75bCXdallKvz2SAMcoGA93BGW6KsOLJpwf77Bk8OHokDl++NRvpDD36xsaWk4MwjwcmjcKoPP7VeIRYDeLefeLARUx6ZQZO7z+fr9QNHeIpyI6pHIWhTwxA9UZVJJQn5rmfLsa+dYeQkuFAhtNnf8DQoFaL6FubYliftmhVq5oiVmfGod2BXzbvwqG4yyJuZ2Frhta4cGHooJrOjHF9OqHeDbX9IC49MR2//Hsa4o4rgIw6pyw+274MQtpL3P3unajSsEpe8XSPFxdPxuPHN2YLM6dqqyjKJ+A0GfQwmPT4v+/u/x3Amr/rAJbvPypgUN1PfeB53Q0qlsNIH8BSwvsQY1qtJxcvjPpEyToMCHuqY38lwBKW9A8MyV3LR4t1SpnJV1oZuUF/JIqwYYhFAVkuPjMsU0WJQjE/LBK2DTFJ7cW/cysDWMW/+2UAq/hjV+Ce9ANh5l9YiA1ms+K1E9gIsI4cP4cQmwXVq8RCr1eKx/7RjVGhxNSsQkOADK1R3JmUnl/QSq0nV4oEWNQlFaRPKsq1XG/frYKOz6mc4JH0P1fkxfWxuh4Aiy72FHoTVMz7bDFWTd0It9MlAMpgMcJAH6jyEZJJV69lDQx7rL9M4AxTLZm0FpuX70O2CMiVu6CzGGCtGg1LuTD07nMDOnVuIOKnM2fiMX3aJiRcTpN9/Votr1cyDmtGWjFoXA/Ua11HKcWj8WLiCz/jzKHzcGRkIyPFIXYGbAQRYTEhuOfN21G/jQJ89BrgxM6T+PntOSK2Z6FpMgtkitionSlXIwbPfHo/9L4aiezyyfhEfLFqoxSdpmUCgabyxwOz2YAKkeG468Y2qBHjM+r1Aif3nMK8D+Yj9XKqAlyuoC4IQO96+w5UZz1AnycVgdi6Oduwbv4OJUR6RZNrMBBg3SfnZchJBVMr9h/Foj0HxWw0X/NlAxJgkcGKDrH5WWtul+ty46PnpuBcViYyDUCowwtdDhDiVBzwCehG/mMwajRWgKAwJ16WByp5Nlyw76Si0crz0eLCiYWlOayx4SapAlFCYijYrhR5O/adAIvfJeoCuXii1x4BFpn1oi4A+e2IibCI6e3fudX65L3fXf7JR57+Ow9J0NdeBrCCHqr/rQ35kbycXDjA4tWyVmBKerY4ugvTZNFJ4dksJ1exnlJzeqfJJlebJbFSKOzuKB9dPVzUIrm9IoxVawWWtNYhARbtLkqr32pxakdWDjbN2YJ1MzZKCRaCmcBmiw5D7Va1cOc/b4Etwirga/YXv+HQ1uPC+qSlZcEdMJsYI6zoN7YruvdpLmCBOqvp0zZi//5zwjLRPyoz1SGFkdmYbTf01rbo2b+F1DjkJH9o0xHM/mChhMMI6HJzvBLqYuYh7Q/oEP/81CekVI9aDJv6seVTNwqrpIIT1cpAtZh4Yerj+WwMjl5OxGcr1kvZl9+BHo0GFcJtGNe1HSpHRCjlczwBACs+TSZWjYoACLSo89LpcOdbt/8OYPGaP3xsIuyJ6QLiqNcyhVgV9o8Ay6jHP7+9X8xP/QDLC+w7chY/TVmJpKMJSheteujqRkBXOUzAZbva1TC0VVOEmE1+gMUuHblwGR9M/w0pKRmgJFvrAfS5XlSMz0WEA6jesDJGPzdEUtt5HCUkd/0Lrxf07gTWClRrHYbbjIi/SpmtP/sLyT6HWslW5/l0ERwRaFnMyjfAnpVnEXOt/vKbVz7K8rf1v1LHpwxgXetJKfz3ZQCr+GP3l96TTFpcYjqMJqtcR0Gu8uXCjUqRWa9XWKvsUi7Iqg6ghS7m0MDOc12HRg8dggJ+bLVaRWNV3LBBYPcibDoBVwXZTxTnMpj9RIdwMjGT35yDUwfOS2jMnpqFLDvDuYr43GwzYdy7d6BhB6UQ6rkjcZj/zQokx6cJ2CLwyWZY0VeDyGzR487nh6JW02p+9/Ypk9fiyJGLed1UQYmPhWneogaGDm0rOi8ec+/q/Zj/xVK/9QMVXhxTsaaiOF2nxUsznkB4uFkIpLQMlxiYrvhpnYTEVOG8yiD5Q5w/PybeXGwEVccuxOPThavhPpEMr90FXaNyFPnJH/alXGgI7uvWFk2rlheWKzM7F44sF758exp2pCUhiyn16S5EJbkQmuaGKQcoVzUatz4/DLE18kLxFJwfWHsQU/49HfbETMUOAhroLUZE1aoAa2Qoet3WAZ363+ArtqzoptJTMrF48jps23AIaY6AOo8spt22ImLqxWJY+xvQrFolf/Yv7wPL8bw4YzGyXW5xi5f76avdaPIAnULK4f4nh0Cv0/vL6vyZACvw+aUUgGabGi3vq1tK95RU31Sc9+Na+xAQseRUaiHZzywkbzLp/DpR3perXQeLO4eY/5wIw7Wu9Y/8fe2Pf89gnXi0jMEK5h6UAaxgRul/bBtO1LsOHMcHX8/EQ/fehqqsyxaQJqNqk5TsHLpAuwVEFCWjsChDxvRvar7Ss0oXYPE6eFz6SzHkySLMpSnQtZm0MiYlBVjKeCtFkcnwHNx+CjM+XITE80n+YSRz5Hblyv0gwBr14jDUbVNHQNfZIxcx/+sVSIlP9zNFahkcHoDi85FPDUStplXlPpNRmjx5LQ6TwfKF7LRmg2Qjqpqh5s1r4Oah7SQ7Sy1qPOX9BUp9O8URCgZ4YaYonmxLhBX/nPwIXB6lfBBB3v51BzH5lZlSa4/nJJCyhlqF8WL4rULNWNz71pj8YbvFO/DrpBVwJNgVJbpOC22VUOiaxcIQG4qbGtXF4BZNJERtNurEvHThnsOYu3EP4i+x+LSvKrQXMGW50SzOg27DOqF1v5YwWtTyOF7sX3sAs9+eI5l9aUmZIlL3A/6oEPQZ1wO3PtRbSjnx/hKQk+Xaufoglk5ZL8CXPmAsjK36LZktBvS5vxt6dm/uTy+X8WZ5nP1HsGDPQX9CAe0w1MLd1Nb1aVEPt3duJc8TQ9ac+KNDldBkaT6zRXkvA7eljpE4mMFMPnMMG7qCyBIu7vmKs59qL0OAVVgjCCPDymeHdjWsJlFYzcaoMOPf2v9KHcPaHxUAsB4rA1jBPKNlACuYUfof24ZhIbrqvvLBZDRvUg/PPXa3hFHY6BtFQMJPKdkZ/r20iqYWNoz8MPKjV1oAS3ys+BE1KHYEOblKiLMwwX5xby8BFrPSmKFY3MY+Ug9GJoggkJPX7s0nsOCzpTh3TGGYqFEyGJWVtMoWjXzhFj/Aij+biF/em48ze88omMRkkLI2WqNBtDzWUDOGP94fVetVFGhEN/YpX/2Gg1tOwEO9FkGY2QBL1SjxjiLLNGBgS7RtW0fOR3uINcv3YdGcrXBSd+Vju1hoOjzXg3At0HFgKwwcdxNo/k+bjjMHz2LJdytxZNtx2Cm69zWGvkKjbKhcpyJGPDMEFWsr4J7XfXjLMbGBoHs92SGCF99FiydV/6cHoEfT+krozeerfjopGd+v24IUO72/sgTMqeyQ2WJE23LlMf623rDY8srjEDBOf20GDm08LEAmx+WGO1vRWBEImm1G3PXv29C4WxMlDO5bfLDm4MLv12DfpqNKLUgvGTyGypUBMRsNaNGtIfrd2SVfeRxu89XKTTh48XKBoU8K/DvWrS4Ay2rUixcYca+igXSVCtta3OdT3Y99IRNJw17qmsg6S61UtwfZrpLV4Sxp39T9i6JZoxSPoUMuwPiN4LcuEMjy+aoQrZjl/o0dGuT6ywBW8Z/QMoBV/LH7S+zJVHTV0FH11lEB1u79x7F0zXY8+eDtaN+ioaQk0wsoy6WEmThvsFhymr10QmqFDZhQ+zYftV9CBa3qY0WGhSnndHumSSDT5a9lOVHUG6qWIEmmQWURG0OBtHkQh3u6l+d6JYTJkMTqRbsx/e05SLqY4v/AUw8UGRsmEzfByeBH+knIKyszC+tnbsLyyeuQnpChMFgM2dEgsWoMrGFWVKlbAYPu64GoChHIzsrGujk7sPW3fTh3JiFfvRGtSY/wBpXQtE0t9B/QEhERNjketVoLFuxAelqWlLoJNC81er3o2KoGhoztjkpVImEy6ZGWkS3i9iNbjokVgiMtCxmpSlkdYhUamN716ig0vbFhnss5TU/HfQl7ml0YH/GLc7n94MViNqLv3d1w45C2+dzb1xw5gVk79inaK4qvmDkmDvZeaDVa1IqNxj1d2+UTnAuD9/wUnNpz2hcaVM1MuY9SsqZV/5bo/zATCBQ/KjZXthuT3pyDuJMJ/mLbgbed96ZWk6oY+eQAYRrVxmuhF9jmE2dEa5iHNpXJm8fvULcGbmvXHAadwrZyYUPWKDHN5R+DIj5ipbp5dJgR6QHfAZUdtpoJUDRS6/DPzi7kt4pZjkVh/BTpgAIYOfb00qJ8kSAyJsz0t7ZnUB+g2h8WwGA9XsZgBfOClQGsYEbpL7gN65zxI3/q7CXc/sjrGNq3M+6/YxDCQ5VJc8X6nTh28jxcrhwkp6Xj6QdHI9vlFefpwEadEUWjpVEo9mrDGGEzID2LdgRFH2zVx4oifF4zReIOxqp8jcCFJT6SM+lVVPTjX20Puq8XBWARWNEIken3TBYI7Kf4KDkc+Oa1OSIqp1YnMGXLYNIhtkoMWvdtjm6jboQlzIILRy5ixrtzkHAuCanxFGsHDKBGgxota2LA/b3QRPRaXlw+k4jpHyxGWlIGnE6XsFMEQQou06BynVjc9+/hKFc+QsCQ3e7EkiV7sGvXaXluGCZzpDuQbc+WexUaHSLZiX36NVesIzRexB+7iOkfLsLlc3khTo4hDU9NZqOAqjH/dyvqtKglQ0tGiSDkrTEfieD+yqaCnBuHt0fX2zr6AQ9B1dQtu6TWoeqwLoBFqyYSahAbasPoDq1QJzbGz5QRYE16fgpO7D0tpXHY9F6v+H+pmjICrAEEWAEO3gzTLpq4BjtX7vcDLIIxqQup0Qib2WlQS3S5WdGuybX5rBzW7z2OXxZsQE5CHpunaxAFrUUv4cSuDWtjSMumEpJUW4VIk7BXzuwcCWUV022gVB54AqzCmGyrUQurRS+LMorI/yyNVrlwE5LSs4stZVD9/BgWp2s/Sxj93dkrPjy1PygAYD1RBrCCebHKAFYwo/QX2YYfOJfbjd0HjuPipST07d4GmXYnXnpvohSabt+ikTjHR0aEYsX6HVi6eptULH/z019w+/B+qFur+u/E7vx4csKyO4uBfIowbmHUH3kVB/hgm7qKZoiNkxTNMDkRFaQVi/AVqb0eACslo/DC2eq1cEXMD7her0FOjleA1ZV98eTm4tyO4/jx7XkSqmIoL9vhkrp9nKjJYtVtVQt3vz4KIZEhAr7W/rIBa6Zv8JeuIVPEkjZsHJ+mXRph7OujofGJ1c8di8Pk1+cIS6TUvvRIxiH/n2CifOUoDL7vJtRoTL0WkJyciblzt+PEicsC0DjhBDohkBXt0qUhevZs5jcwPb3vrBSQTopLUbYNuCFqiHP0P4f9HmCN/ghZdqci/vbZJCjXobBIXUZ0kD8qo8T+bzxyCj8v2QhPSpZyHpsB2kgLdDaKsjWoUy4G93ZpC5uJIUIlFOnIzsbPny/A1gMnkS0JEF7YMj0IT3DCmOOF2WrGgEf6o2m3JvniQ48HdPoAACAASURBVCmXUrHoq2XYOHOzhBXZjDRajQ6FLSYCkRUjcMdzQxARE5rPbyshLhnLflqPLZuOitjd38KMsLargibNquPWtjcgwmb1+4HRX46F0BNSs8F3UH1uXLksPVXKq4RrvHDEfJGhRmHTCmvEoVw4mAw6CYNSo0X2uLTft8LOT+aaWY60kShJU8tkkV1WvdlKcrz/hX3LAFbx72IZwCr+2P3X7MlJIz4xBYeOn8XqjbvF/LNF03ro2bmlLOcXLN+I46cuwGYxIyklHQ+OHSJamrufeAszv3kFk2evhMloRJ/uHWE0GvJdl+gtWMrGUXydUTADRYpep9EEBbACfax4bNYiY3giX/jlipMSYGU6cko93HKtEKrUZjRRZ6X1p48X1k+yQ2smr8L6Bbv8Gh86kqsAy2A0oOYN1TD2tdHy8ed9n//pIuxasa9AZ3ACijo3VMf4d8YIA8nQ2dmjKsBSNESBS3QpzRITikHjuqNmAMCaP387jh44B1dmNhXtMIQpVgZsZGoIsHr0aCqAjBMqjT+nvD8PJ45dQi5Lvni8MHu8MJElot1HuBUjnhmKag0ryzEE6OV48PED3+DU/jPyd7JcFOeHRNrA6+b/3/PmKFSqXdFfHocLirnfr8DKlTvhTMykvb1YJmgrhEDfqiIMDEV2boluDWsJ8CYbRAy25cQZLNq1H4ePnJPEARUFhKW4UOOyGx16tMCNt3WCLcLmf4oI3pZ8uVTsM1i7kZmdqvUEw7HVW9fDsCcGoE5zZZGigkCnIxtr527Dtt/2IdvJrMdsyX6kvkyv1aJC3VgMv68nGjSoqoQnfeFIahIZIkzyFf/mOy1aRZNW7iO1UH8UzCJ4YciStUmv1dhPKRZvUJi4QB+ta+1bkt8rRaA1SHcEv0Ar7HwCbkNNAmrLGlD7/QIYrCfLGKxgno0ygBXMKP2Xb8OJZt3mvXjvq1/w5P0j0LJZPYRYLUqKvdeL8xcT8fZnP0vxzPXb9uHYifN4YOwQ3PXom5j7wxvYsucofl2wBhPGDkN4WGi+q6UeJNSifFyvVxYhT8jVb6hZj4T0q+uZVB8raqzIqjEDKJh+FUUAW5TbzbGhQLagwtkySZr1khbOiSagIk2BpyCYWjtlFdYRYCmOmQGeTkoNvir1KgrAUtkYAqzNi3bA7VQmP1uoIsxl4zbVm1TFvW+MRlioSUKBe7edxpf/mAx7Yga8uR5hYKyRITCFsNyNRtzYhz/aF9GVIgUY5rJ+3ucrsJp9IjNGXymLEbaa5aC3mcQdfuDAVmgYAJao2fpl0hrEqSFCX/iNACs2JxdNOjdAn7tvEvAkAMvjxdqZG7F+5mZcPHEJuQFxanGJjw1Dj9FdJDzoNwqlc/387Vg1dYOEMZPs9jzwrAUMjWJx9xM3o0WNyiIcVxI3gPNJGfhp804cvnQZ2dlupMZnSLiTjZCgdZ1qeGxor/yieC9w+dRlTHxqojCKZBfJ/NnTlXAfQ4O1mtfE/R+PE5ZRHXv+JIu38IfVOHPoYh5r6LMHkNC20YAeI9qjfd8b8gEzPjsEo1eajJJN4oKHtikOZ06JM1iDedYJmCgILwq7zL5zH1uARut6ygzoMu905QrwLGljhiHtHgJ1dCU95l95/zr/+c/vun/8qaf+ypf0h/W9DGD9YUNduifKyc3F2s17pXwI6xwyxDNi/Mt4avwINK5fE8dOnsPmnYdw64CuiIwIwcwFa3EpPklCgj/PWQ6HPRtzl23AsqnvId2Zg0++mYERN/dCZER4vo76S80EARBKeoV0ii7IyDBQY0Wdz5XapWDOSwBHMWtRJolgjkvgxpANwyHKxMoCtBoxNyVTRdHttYCVyoQwfPTr1BVYGHcEGWEKA1DxlBsR8V7YMrzix9RhYGvcdEcXYZ8cGQ7M+WQx1v+6OV/xZVomhIRZhQEa8kg/NO3eRCZvE3Lx6WM/4sCW4yCzolIgGoMOUVXLISwmHB0GNEf3YW0k4YEgYvHUzVg+YzOSU+zCwCgXqYC3yJY10KBJVQwa1AqRkdT2AUnJ6fj11604dy4JyZdSBbz4mR6tBq1rxuCupwbCEhEqITw+tyd2nZKQYlpiBlxZLvlJIb3UXdZp0W5gK9zy+EBhvlRNFMEeNVuSjEHfrxyKrHORnaMwQ1azEc/9+BBsYTaZKMlF0A/tRGIi3lywWpIL/GVufFQQ7110SAjGtG+JuhXK+QXoHIddy3Zj4SeLlH5dEfdSw54vzHkOLHcT2JgUsGDiapw9Eve7/QTU6bToNqwtOg1s6Q8r8t8LA1jqsQm0+IyRbeEzRnbueoXjaB9CR9eMYsoEGOKk0aeA0uuk0aJGjKa/BZjyB/Ma59uGYDzcygzcMgaLA1MGsIr8CPl3KANYxR+7P3VP1jocPPYFCe19/uYTqBAbhS+nzMOm7QfQ9oaGiE9Klknw0NGzmHDnIDSsVx1P/fsLvPqPexAdFY4pvy7DL3NXYd3sjyV8kpLpKvCDIu7IZGkIIq5UwJfyCBBgpdpd+bKRmEZtMl5bY3WtrpiNGlhNeiT7Qi7X2j7Y34eadVKTjokADFEwrENgpYakgjmOhMi8Xsw9vg/zj+9HUlyqUqyYM6YXCEn1otZBF8pbQnHXKyMRUT5cANWsDxfgwIbDAkiy0vNCVrzvLF3TtHNDDHigNyLLR0q2HBmfZd+vFO+nzGQ7nKr3E72Bwm247ZnB6DGsjfhhZWXn4NzJeEz8968inGfSRGZmNlwMqUloUANblA2v/PCg3yiUYGnnrpOYN2+H4t4OwJGeJe7v9Kciu9Pshmp49OHeAnr4PDmzc7Fu5kas+WWjwtr5UAJ9ongMo9mA2i1qYvDD/RAZG+EPTVKf9uF9X8mkXVDhZIJLiuK73NpBwrNkfAhK9p69hA+XrUOOV9EHBYISjltMiA2jCbDK5wdYO5fuwsJPF+fLoFTvLYEZgdILs/MAlgrCmAlKgHViz2lhAKmFY7kjBYxrxBOs58iOaNG1YT6AFSzjqviBaQVo0RSYYL+0Q4cEWAxLqouIYJ7pK7e5UqPFhJqSHC/w+LyvksRSSu82E24IstRwbXGu939pnzrvFcBgPV3GYAVzj8sAVjCj9CduE7haDnzhL1xKxAtvfCNZgU0b1cK40QMQn5CCkQ++gvG3D0afbm0REmLGnCXrRZf14qN3YMaC1Th74TLe+ecEZNod2LTjIPp0ayMTHa0YCtMGqcVOS2qoea1hDLfqBFzxPIreRCdhEkVj5bkmE3S14/MjTF1FaZf6oI8VQ2mKWbkCQos6ybHm3vHURHy0cy2yPTlwZDrFO4pFnoXlANDIHoKxN3ZGg9Z15N/OHbqAya9MR64rVwCMg9mAvtqA/D1L6Dz13YOIrBCpmIt6PPj0ga9BobaaDShGl76J3mjS455XRqB+h/rChtA2Yv287VKvj+BIfQ6ZdSoAi3XeDHo8/90E+TsbAdbceduwc+dpKbR85URPRqBGjXK4e2x3ubdklDhev01ZhxU/b8gHsPzgRatB9cZVCwZY93+lALkCYsQEWDc/2g+tb2osppJMgGCY9vDFeHy2aA1yqdnK9UJDdqZciFIeR6NBxfAw3NWpDSpHKkyuOnbHdpzAVx/NQkqIcq2GbA8ikrJhdirWDtWaVcOdr9/uDxGq45WWkI65nyzGjsU7BZwRYDEsaysfKUCrfPUY3HxfD8RWjc6XsRgVYoTd6Q4qe1epH6jonthfhspK0zIhzKoX8KYaql7rPb7Weyj+UwafSS9BYQnTI1XNV2n43BGoEqwRkJfxV8qdLANYxX/iywBW8cfuuu6pZHh5sWPvEZw4fVEmuMF9OsFmNct512zaI9mC3Ts2x8ffzcI/H78DVSrF4nJCMiLDQ2E2GWWfk2fj8Mr7P+ClJ8ciJjocb3z8Ex6/71ZUKu8rlgvIBy6V9HohHzrFkE+DjCJk+BVncGjcSWGp10vGCnA4lY9vMBqrYM5XWAgymH0L2oa4gqt7AgcmAdBwsjhhGmZdbb50BlMObYebzArL3VBb5vGC5pasDWjR6vH+TUNhMRrkvu5bcxDzPl/ir/PHfQKBBkNVz0x+REJWNIQkwHp79AeiIQpsNLVkBibBUOfhHdBtVBcBG1IMmQBr9nZ/hmLgjMNrJmvz7Dfj/QBLROfztmPXzlMBPlGMJypnZHhXAVjdhMEieKY7+N6V+/HzdyuRaXfJtem8kILThDIEL9WbVsXgB/sJcyeN5qDuHHzz9GQcELNQBcoxhGgLtykZiHodXp3xOPQmvbCJvDfUoO1eexCzf1qNSz6XfG6rrRwCY9vK0FpN6FyvBm5u2Uw8kdTG+zBvxz7MXbsdaWQK6bGV64XO7UF0fDbqeky45embUa1xVb9hr4DYXA92LNyBJV8vw6XTCQr75Uss0BkNqNKmLm57vD9qNKwCnSE/Y1JU+w8FDCqeTrQr4ZDQm6qkITM6FoTZ9GLSWxoASx1T5d5rYCUD7IFUWSgu80aGnTuXxveJmtOIEKPox8qaD2C9WwCD9Y8yBiuY56MMYAUzSn/CNtRYEUR9NWkeBvbqICxUnZqV8dzDY6Q3qzbswrFT53DrwG74fuoitGpWD22aN0CIzQK7g95GOfLFnb9sI/YfOY3nHxmDiDBFVHwl9c0PW2qGSwz6rtSXcHt+a1ggmSCiOAAimOHjB5crZYZzmO0X6A8VzP7BbFOORoSlIAzmeDAUaDQozAhbcVbP6lgzNLY57jQmH9ohGiRhTXQasCCyABMah2o0+LDrzbDoFYC1d/UBzPpmKXKghLp0uYCOt9yXGEhx+FPfPwiDSQlHETC9NfI/kgHnzHKBZV3oDi8O/lJLUCPC87YD29ACSLY/vO0Eprz2K+y0fnDnist7aGy4+D5xP0uoCU98fLdfeM6+799+EhPfngu3L/yoMepgrRYDU3SIhBJvvLEhevZQNGFs6elZWLf2AJYv2o20NIc/ZmfI9aCCyy3Gpd1u64QONBj1aWLIvC37fgU2zd+OlEtpeQCQ2qUwMypUj8WwB3qh/o0NkcuL8bWM5Ax8POEbZDic4vzO0K7yQgCG2tHofl8X3NG5tY/9UfZjseX1x05iwZ4DcLjcSEtMR1aG0/+eRGkNuKdbO7Tv2FSAtnpdBLTpSRn4eOwnft1WZppD9pV3yqRHr7E3of+DfQVcXfleFgdgBb4DLD8VajHA5abwO7fYQIuAjSFIHqO0FjpXvquqjxa1lcUpyVVaDBvvHRlpWjSUsVd5d6nOOwUArGfKAFYwc04ZwApmlP7gbSTzLy4B455+B9+88zQqlI/BoaNn8OzrX2HBpDelN9PmrkR4WAi6d2qB6fNWYfnaHejUrgnuGdkfK9btxNrNe1C9SnmcPncJQ/p2Rqc2TQq9Cs4zZLAYQimo8WMTYdMjzVH6mYRcxcofg1ZWyMyQonHn9fiYh1kVQXpxQ51c3bKvXN2Sdcp0Ki7xkmVZjLHxAyyPB6v3H8K0VRvgPp6q3ILyFqCcGZqaYTJxx1pD8H9te8OsV/zC1m/dh29/W4VMK5CrA6wZHkRd8iAywQNjrgYN2tbBLU8MhF6vVzJJj17EF49PRHJcil/crmN4k+GqcAuqNqiMxz64i+IqmZQvnknEjLdm48iOk3Ayy86HRbTMsKoUjegq0RhwT3c0aFVLgA/Zsy3L9uC3nzeIeWlGeh4I0dBuoVaMmJ0OGtxKki5US4dt209gwcKdyEx1iCs9tVc+zIMQeNG1XR30vqMrQiKUMB77sW/dASybuAqZFN47siWcSraIxyQz1u22Duh9b09xsVcb+zfjvXk4suW4jIcrJwcZTh+bJx5Oejzx4T2o1aiSgFk+i/ScSs50YMb2Pdh74aJcI4fBne0WBo2NxqlDWjRF76YN8tksEKCunrIG66etFzayIGE8ayM+O+MfvwNYvEz6ThXFwLawlzvETH2WVkLsaui3KJ8zVePFmojX451U+6JqtAx6LdwMs9PvK4jQIfcji8yF07WSSYK5bn5/yGAFlGYNZrf/6W3KAFbxb28ZwCr+2F23PYWhOHgC0xesFlE6J9TVG/eIOei/nxorjMMr7/+IFk3q4sCRU/Lxprj9ntEDMKx/F6SmZ2DvwZOIiQpH5QoxYix6NcEm9+cKlTqswhoBFrUdTndxifz8RxYWSCrVK8aJqo8V062ZFVWaGhL1zAxB8sNJYFSUpqbG8yc/+uybGi4RXyeTThi3q/lwFXQ+jjv/nDt6EUumrcPO7Ufg8k3cAiasemg6V0BY8/IYVrcZ2lesIZPliZQETD+6G3tOnUNmmlKCRkCJ14sKZ3NR/7IRg8b3Qv22dSU8mHAhEUu+WYGTe0+L27vKonAf6qcad6yHQQ/1E5BFvRIn1VmfLMGmBTulPAwBDA1A1fCWNdyGIY/1x41D2yrsFQF6Qjp+fGM20pPsUgjZ4cgTxPNarOFWPP3JWERG8VlU+svQ28efLkEiLSN8LvESwiRQ4h+9DiOGd0DLNrX9FgZkhlZPXY8Nv24WUCXHESd6ZSzprN64UwP0va8HwmPC87m3vzXmY7+nWL774WMIaWLadURHqQ1Jw0wC6pOXUzBp004cj0/0WWfkv5MEvwOaNEKfJvXzidQJsFZNWY310zbkd9f37U4QZ7AY8Oz0f/h1W+qROf7UASVew7Ik2GeY10GdEo/LIQvGMkQ9NpNMqO8q7ezbwvqu+mjxnHwQaEVxtTCnlLkxamEvJYaN4052ukzgnneH6r79ewbr2LNlDFYw718ZwApmlK7DNv4JIcBcMPA0dGRnKROG/LbtPozXP56CtHQ7YiLDcNvNPbBn/3EkpKRh1JCb0Kh+DUydvQLn4+Lx7v89UKyPA52XkyT0UfDFWgxayRwr6YdWshKtegk7slagy1fzUD0rs6e42r4eAEupHVi0TMIQmoQadTIpsajtlav4PBuL4gEsApc1MzZh25LdcOfk4LI9U3RYCmICLJVDMeDh3ujZtAkMOj2cOS7MOr4Pa86fkPCVPd0BR5pDhOgc2zAYcXfjNujapqlot8i6UGC9fPIacWynDomMFEvSUERvDjGhTd8WGPhAb4Xx8QIXjl7Agk8XI/5cohRuFtd3itZ9tQQJfMa8PAJ1W9WWbvJZ3r/pGOZ/s1LJfgwoESOXIWVkdHj2m/v8Rat5LIKlV16bJUCpIIaHeryRw9qjYaOqErZUBecEWLSmIIhho45MzQjkNjWbVZfsySifwF/0jAyRFgKwVGPQQKd4AiACrTSnAxPXb8eBc/F+bzJfcU85NwFv/6YN0afx7wHW4c1HMeONmUgzAR4ynRk5fl8z0ZY1qYY73rodeoPinaW266V55LPKIuhkaZgNmhmEZxQBFt97LsD+yCY+WjrabSgJJIVptAgcCYgoXygpwyY2HaFmue9lLQBgvVUAwHquDGAF84yUAaxgRqmUt+EHP9ORhdc/miITw6vP3A2jIb9/jnpKbkuRO1uVSuVEe7VwxWa88OjtKBcdLgVt2c5duIyK5aNh8mluitPlyynOQlkYitxZiqK4WXj8YHKlWVANvsC+MqSh0WiRkXVt1+jiXOPVaqqpx1N9t/hx12p1yHS4JVxUUOOnmIWqOQEVFRTy3jKrb95Xv+HMgXOKo7nXgyy3G3SB4sRvCzWj/+juaNevhZw+yWnHDwe34XCyOuGrhYqV3nHi7l+jIW6u0wQMt3A8V0/fjHnfr/aBZ8X6Ie9aNajeqCoGPdxXikHzd6f3n8GCz5ZIYWcfQeWvEal6Po36v1v9AItAiQBr3tcrRZTPE5FJUlkAdZ9nvh4noI9NLej82uuzRBPm9VkYMMuOIUcV9Nw+qj3ataolHldkTwnGVk/fiDUzN1F9pkQNc5Q6gsJ5aIB6rWqh3/29EF7Ox2D5ah1Oemk6mA3ozFR0UASUdGGnnoxM3J3/Ho5qDav6Rfk8Xna2CwtW7sBvMzfCfToVsBqgaxQDbfUI6MJNCLOYcWurG9CiehW/uz6PTSbycloG/u/TX5Du8YETrxeRl52oeD4LZoMBPe9RNG8En4GNOiCyTiVdzBT2frBkU4jVAI8nVxY5V6sdSHZWGO6A2p7Fee9Kso/qo8WajFdqtJiNqFpUlOQc3JfHKR+pJBGVtbwRqFsGsIr9OJQBrGIPXfF35IT08+wVSM90YOX6nXhqwgh0aNW4wAOqTBd/yRDUuYvx+Nc73+NfT96JerWqFr8TV+wpQnfqsApZqXLiYnX5xHQaRwZ/WglP+DRWNHcsrFagekRub2VpnusIsFg7sKDVLq+RfaXQnhM8Bex0ab9WU1i3gt3cC9tXZWxYpHnWx4tw+XT877OomBWm16HrzW3Qc8yNkoSQmGXHjwe34lBSPDyJTmhizAGAQBHDD67dCLc1bAqjXiep/iumbcbi2euQI6J5LwzZgNEnP+L2tZvXxIAHeiE8Jkwm0wtHL2LW+/Nx4dgl6T7DYAYjQYgSOjFZTRj54jDUaFpNfk+WLO7kZXz57E+wJ2ci150Do9UMvcUIc6hiDmoNteCxD+7IZ2OQkZKJiZ8tw4l95+BOz4Ih1AJ9iAnG6BAR1PO8jz7aD7ExoQix6ATkpaZnYdGcbfht2R5kUq/lBSiID8vJRajHI+fpfe9NaNq5kV8ULxq0Ixcx64MFosHi+6c2Zh6GRIWgesMquOvVkX49lHpde1YfwNIfV+N8XBKyfPUHxWi1QghMPWqgW/MG6N2kAcLMebUO+cTsOHMOP27cBkdGFjKS7X7LDU2OB+WT3ejbrCEG3ddH+sjsSrVRnM7wJH2neL+vZ1PPJZo0WqEUYFZ6PRnlolxbYRotAkAmK/C7UtJG6xDRX5X0QP9j+9d98/3fXdGx55/8H7vK63M5ZQDr+ozrVY/KD/zKDbvQsmk9/DJnBZzZLjw5fsTv9uGHLyEpDZNmLEW9WlVgMZuwcsNOhIeH4oE7B4sHVmk2ap/SHYXrsCJDDKKJCKbkhepjlaexCs7HSinNoxc9WEkp/4LGhmwTQeSVbBNZA2ZLibiZguAiGDYyRKHuF+z9UAEWGaw5nyzC/tX7RUukMxOUWGCwmATMWMMs6HdXV3To00wA2Ln4NHy3aCUO7DwOxDkAAqyKVmgahENj0iPCbMJdTVqhdflqIha2Z7swZ/0WzNu2EzkaBSwasr2IPZuLiCQvTGY9Og1th45D2gr4IVg6tvMkpr09GxeOxMn2wuiZ9AgJt8JqM6NWixroN6EPIstHyO+ZZbhm2gasmbYRaQkZ/iHQkEGLiUB4xSi06tkYvUd38rM1DNlN+3AxTh66gMsXk+FSgT3PFWlDWK1YdOnZBL16NJUQlYyFUYuDB89j8rRNSLycJgaratN6vIj0enDr7Tfihm5NYbaZ/L+jGH7OJwtxcvdpONKypMQNhepsZK5qt6iBYU8ORvVGVfK8qLyA2+3G109NAs1CyaDZndn+cjzMugyrWw5PvzUWYTaL3/VdYSG9+HrNJuy/eOn/2fsK8Dau7PsjlmXmoMPMzOAwNNBg0zRJOYX8ylvYMm0Zt7QpJU3D1DTMzMzMaDtmy5ZkW/p/545GthMnkR077e5fb79+7VoDb968mXfm3nPPUQj1jmzFyoiRPRpEa7V4oV83VC8X5YnUEUBQmZ0WULR78Ybg7e1cu9l2qoYW05J89ghU8gM7AizRdvOCcF4S/bnVMRhRZV/J0eL/WHZAkd+S6F+QxSD3wNcKjkCNfxUCsP7pA1jezBMfwPJmlEp4G750KcPAF8Sps5fw0bdT8erT96FqpXKeM8mL2umCNcuGqXNWYMmabSgTGYah/TqjeaNaCAywFItrdbNLyXE6EZ98Yzd6CmoyenWzKjyVY8UXYZYtV76KiwKUVE6Tql1UwkOPa7/IPZwwHcBKKXLRbh2zKtgrAizer6JUJxLIcCHetWQXZn4wBylxKQqRSPSldAiMDkVAZBCiKkaKiXB0xXDo4MKRLUfx6zcLcSUpLS8SY9RC0yAUxk7lUDk0HM826QSjTi/XseHiaUw/shsXL8RDhEXl4lzQO4Aae7NRLShMbGiiK0XKNSRcSMS8rxfh0okruHohyQNEuBcJ8XVaVMPo1wchvGIUcqivlevEwY2HseTHFaIOn55s9Xj0CZgz6dFqYEv0HdsNweGBEq3heQ5vO4m5PywXAjjFS9PT7eINSATCNGLfMR3QqX9zmEwGWfg5xnRz/nb8Kpw4FQ9OKvKIKDuh5jyDQgPw2GPdUaF8nmin8MPWH8KSn1ciK80mY6ZwypRUKSNIVRpVwsCn+iIkihWbqmiqE+cOXcDvb88CTbhV4OQpKGCf/E14c+pTsOdyoVeapPTjE/D7ll2Iz7AWKntCU/OnunVEjagIeYaZIeTizupNeg8WJUJcUs+HAD+DRsRfc3LzOE8sOiH/qSQATEn1VYAx+WQGLQL9DbDbcxUJmds8QVSoSWyWfM0HsEpqDvgAVkmNZDGOw5dxUko6PvthuuhYDezVXvgg/PuxU+exbO0OPHn/QGGXkJvDdI7KTSnG6W65C88bl2wvtFqKOzPC42/WI7GQ6iaVY0XPscys4utY8UXPdJCi3n67r8zrL5nWNgzJWG05CifMrEfWbfSXZ+BxGLFLy/KeCExgkpmWic9Gfi7in2mJafkAECS9FtO4Gka/MxxlKkXKfWek6MsnfhTCebItC2l25V6JdiXTcAOq4h8jBqBiUKhcOH97d8syXLCmypxKiUuVc/C/OZcIXj5v3w8VKpdRCOS5TmyZvwMrf1/nIZCnJ2WIdAJtXvxDLWjTrzmGPNsXwYEmAYSXLqVh6c+rsGf1fo/QKYnu1MTieUz+JnQZ2RGxIzvk04hyYcqnC3D6wHmJQFy7MvJaGrWrhX6PdJFFVAEfTiSl2/Huv0iKVyoG1bVQzfjpdVoMGNAcTRpVzgNKuU6sm74J62a6rXiumRKMzlWuH4P+T/ZGSFRwo4mIigAAIABJREFUntch9a/mbMHa6ZsFYF3bmL7UGw0iZmqxGIQzKKK4TheOXonHlK07cdWaZ1+k7i98NAKsrh1QMzpCMW42aJUiCi/S0bd8iEtgA1WXiibllL1IybhxVLsETlfsQ/Cdw6o/zg0/s048Soujo6UANvKvlKixrxUcgZqFRLCO+SJYXk0TH8DyaphufyP5cna5cOjYGSSnpKNx/RqS4hPT5s17MWP+arzz4kMei5Hk5HTMX74J/3jiHs/J78TDn2LNljTgjRpJ4vk5TPl1rMixYqXd7WYTlK/o0vE+5IImBs25iv3OrThh3tx5jgEXyaKQkrloL/nPUmyfTysap+gq0RhZrcIj+brHQ93R4+HuksYiEFk/e6uQuxl90Wqo05QLe24ubDm5MOl0qFytLMZ+PFoWRW5PEPbKxoXCUVFTkgRKdptD9JsMeh2eatIB9cLLShqQvy34zzLsXXWgAE9JHQNGd2LqVBDQxz4xopmekIrpny/EsZ2KXMh1QESnRYchbdC5EIB1av+564dXAAjQtGNtDHuiu1wLwYfIYzhyBGBJBMp9LiG2M+jA4B8BVv/rAdameduweuoGZLHq0AXoCc7cZ/YArHG9EUJSvFvMlPfkytl4UYsnWPSMgYissvhBi+DIIIz75iEB6Yyw8fnmh0F8qhUTV2/Bof2ngawcuPRaaPyN0Eb5K4ULJgOe7t4BtctGSD8oMVASGk7ezFVvtxF9KYseBo6/nQUGRa+S9fZcxd3ObKD8hMLXJL2QFZJF1dFSz03JGHoQ+tr1I+ADWMWfFT6AVfyx82pPNdV39MQ5zFu2EVk2O5rUq4EuHZoKwGJVVFJyKt7+YiIsFj8p46ZyuyoMmp8A69UJb3MjfgEmp984TahymLi+kRR6rY7VbZ5edidxVaNxFVmv6mbnVkmy1HniosyUQkmlPYRvZtQWKYJFQPXtI98h+UqyAAZZ+fPhE1aWtRvWDrGjOytpNScB1hasmbVZ4fJolIwiF2wFbJCIrsdLv42T7bnYp9gy8crGRWDqV9WwkjFySx7wq310neZoV66KjAnTdQKwyAdz53Xle14VGdVqBGCNenu48KL4d2tKBpb+vBI7l+0TCQg2UYhn3kuEP3VoT4B1bwchrcvzkOvE/J9WYeuiXXBk2qXiUE87INrcuFXluwxqjthBrTwG4+wCAdZn/5qD+FNX4VSFPqMCYQi2yLEpp/HsuF4IpGOBRCJYdejCrg2HMXvSGiS7rXj0ThcCcnNhyWUUTINmPRuj630dhbyvNl5/3Ok4/Hvcz0gj18s9BkY/AwJDA8SCqNuYTmjZu4lcq/DU3CK0x/edxcxJq7Fv10m4WKzBsQowQlcjDAFNy6NH/Rro07A2dBolHVfycdqSeAohHyK8z/zYIdCSSs5CpEpK5mxFPwr7Rwuk/AT363S0vPRQDA00yTPsa4UArPev52Ade9XHwfJmrvgAljejVMxtuJikpmfim1/nSLl366b10LpZXQQH+UPvTgWmpFvxzU+zceDoaTSuWx2jh/dCeGiQeAn+FY0v0/gUpYy9sMaXGqvsuCrQK/BaHauS6DMJ5ySxFsd+prDz88XJL1SmPMgJo7ZVqjXntiNt6rkUYUg9rqZ5n0ohwPrtld9x8uBZZJgN8LNlwyihPwVoCcAa3g5dRsV6lNK3zNuKRT+thCNTSb/pzUaYAv3cFi1AxRrlMPrt4bI9ARbB+xM//orcXQlAeg7QMBSoFABNpLKPTqPFZx37w9+gzDXqai3fvQ+/rVgLuxtrGG0ulD+Wg6BUl0RuGndtgL6PdvdEesiBWvD9Uqyfudkj/EmuFsn5JMQz7dbnsR6o2by65zrIN5v+yR/Ys/ogXBK60chvJPdHVImWasYBY7uhYs2ynttJgDnnh+XYt/k44i/TsFr5SWPQwhQVhICYcAwd1gbtW1cVH0EWa7Dq9tLlZMyZuw0njl1CigAlZUety4UQRw5qVAzHwP/rgzKVoz3VmPw97mw8prw3G0mXUyS1St0wtfmH+qPvo13RfnAb4YupUS953hNSsfinlUKoT8+yITkjCznuc+rMevR+LBZDBnWE06nytv6+KSk10svUJecLU4c0QWaEuyh8w5J4JxR2jIhgo/DDGDW8tuXpaCkg7FZeh1EhZuH6+VohAOu9QgDWaz6A5c1c8QEsb0bpNrahOOiRE+fQrFFN0azil27+VN/VpBTMW7IR/Xu1R2hQgLzI7mTUSq1yyrI5hDjPOqfENPt1elgKx0oHi59eqtO4gBWFvF6UIRR7DoP2tsxbVckFmsmyn/Q3JH4pLRI9le75Er9VepTjzfU23ZqFiT8uxY6D5zycN0Yvo65mwN+RA6PZgHvfvldEM0WLymbHL69MxtZFe/IiXuTFhfojtEIUTBYjnnhvGMrWKCeLHwVMp308D3v2nkCaI0+FHfxKbxcNc+MoDKjZAN1jOC+VaqxdcRfw/e6NSE5IhU1MoV0SUTXYgGr7s1Fe7497XxmEKDcnTI2qrZq8DklxKQL8PCRw2vtUCEPsvR3QcXg7j18hDY/XTF2PTXO3IdOaJVWHEi1zE86jqkRjyPP9Ua9NDc8+HLOzRy9iyscLRWcrI8MuSvHCvWLkyGzAoHE90IEVhzQmN2oRaDYgy56DxSsPYDlTnrlO2LLsnipHmR8mAx4Y1RFNW9WUc6nRQF7X4h+XY+fyfRI55DnJQ7OmZIL2Nn7+Ztz/rxGo0USxCcrvP3hq71lM+2Cu8LYYhRXTZbsiCxLsb0Ll+pUw7B8D5DgCEP/GnJ/QAEXfLT83TIJxFr08R8oHVvEMzovyPihsW0KhiBATElJuHG2X8XVzJMkNLUxHi9sw6hUeZPIBrBvclJo+gFXs6eoDWMUeupLZ0cMl+YtetNnZOVi9aTeWrNmO158djaAAf6RmKMbPbPl1rHJy6A/mFKBFUm9pASy+xIP8DSAfrDgVVYx+8Wubi9e19j5ibWPWSVqhpFKEHCfyQcy0zLHl3lTigfebshx/rtiDnQfPijegPYPaYgQZLuhzXSiflY1W7eoI8drf34AcWzbmfrUI25bsAbWjKDXgIV5rNRL1aTu4Dfo8GIvAAKOAlaVTNmLVjM2S1mGqMDMnW8E+TNuV90f7+9thZJu2itkzzaodNnyxay3OZ6SKrADV4dWoDUFWdJIGbwy+G+UqKdIC7C8J8BNemyoRHv7/jOQMOOw5AmaYJrQEmvHugn+C4qHSXC7En0nArE/ngfpf3CfbkQOHzSEq8wR6FeuUx73/HIzoKkpESSXf//njShEzVe1xmI7kPmxGox6xg1ui48A80U5CRlbFjf9lDY6djHNb6RR8ZvkxM6h/CzRpXMXz4SP3x2rH1Pdn4fyRS4WS8PkB1GFoG3Qa3rZA0Ql5lif3nPEALAVAKTpikoJ1QcRc+z/R0yNo+ncGWFEhJuFbFvacyHw35omQUtbkTjYlKq1DopdR42s5WgSGqt2VYvBsEtDoa9ePQM13C4lgve6LYHkzV3wAy5tR+h/exu7IxuQ5y/HvX+bizefHoH+PdkoKwJ57DcdK0bFSvfeysp2eF1RpDA8JpzRwVV+C3pyDavNMYUhUzq1lVRgIlNQHyd4lvCioxrjsK7/8CyMuM1pz/MwVzF22C0kpGQIwsjJsAqJsmXb4WUyoWSECjz7QBRVjIqWfpw5exOxP5iLh3FUBL9RwYkQlx5Ej4KVCzXIY8eZwlK9VXiIquZk2TP98vgh4qqlCW26O4tUntjVa3D22F5p3a+iJXu1JuITx+zcj20kNeQiQoS6XgsnIb9Lj350HiQI5G69j1/I9WPLTKumTh0TvdAqXiwBLb9DhX3+8AFLKOV8IQM7uP49Jb06TfZS4WR79jH0LiQ7GgP/rg0oNYjzghX2Z/NGfOHv0kqe6Mf98IOBp2L4W7nqws0dni/0hCHv3w7kKKBN9qry9hOulBe4mwGpUOMA6d4QOCtcr33PfRl3qo9/jilBo/ghWfoClRKs9WUlQO6tc5SiRhAirEK6M7V/0YeXN80SAFX+TCBHfBfyYoS6VCPOyErKEn6kb9ZMOBWxF9RVV5R1Ur0P1Pcfq6L/zvfDmfpXWNrXe+eK6Qx9949nSOt3/1HF9AOt/6nbe/GLE843LXT65B1Yxzlm0XhTlz164gvm/fSALKleGLFu2VMblX5j4ggqyFM8apihDTYCVTXFHL/zS6GtI6w8uhhJBukXagl++JD8Xxt0oSh8L25YfwSajosat9iX/dgQZ67Yfw9J1+4XzJPjCrctEKQ4qt9eoHIXhfVoiNCRAttk6byuW/7QSTK+psgaSauSNoWeepBPvQdWmVeXenT96EfPHL0fixUQlcpKfoiLAQoOu97YXyQU1GrX5yhn8dmgHsvOpnLvRlQLKNBp83fFuD8CiofP6WVuwblYe90rRMXVznDRaSbu9Pv0ZiQ7QSzA5zYEz+89h0pvT4SKQU4J2nkawQvHS/v/XW1JpqqQ2wdjkj//E2SP5ARbnqNseR6dFo/a10feBTnlCpk5y0HIxfdZmHDp0EY6kDJjC/SUFLiUBvCadBgP7seqwIMDi+X57awaOHj4PBysGnU745QKM9XE8eV3DXhqIGs2qFliUeT/OH72Eqe/PQeLlJE9UzGA2CtjkfnWaVcVDbw1GrkYrumt/10aVd7HGukUKTgGJCsGfzxVHiNZSNzNoLolrpj4Xo9MUZS1OE2FXsw5+ZoMiEuuOMhbnWP/r+/gAVvHvsA9gFX/s/qv25IK8e/9xPP3Gv3H/8N4YOaibEOlVgKXXazFp5jLc1b0txgztKdo3N/Lfk5J0Vu+UopUHX/CsXLqZ9IFaGejvZ5CXurfEW8oLcEFIzSy9BY79p34T9baoNC30dbdcwrptR7F49V6PJINom+kJSBQgE1MuAoN6NkNkeJCAqP1rD2LRD4tFjFMAMrlkTkUVXJS4zQaMeGs4qjDVBQ1SElIx68sFOHvgvCx+5JgwXkTpB/o8EmANf2mAcIjYGOXafuksftm6Edln0gEu/JX8AX89NAEGAeR+ej0+ad8fJp2idM37f/rweYz/ahYSlGCMYKuyZ3NhcLBwTgO/ADOe++kJsZ/xN2vhb9Lj/Mkr+O39P3Bg41HYsrJhCTJLtMtsMUm6skLNshj8wgAERwd7nq8sqx3bFu7E7C8XwmFVCjBMQRaElI8QQGXyN2PEc31RsUaZfIRziE3N7F9XY/PCPZ4Im85iRFCtaOgsJoSE+OPZ/+sj5P387dLlJCxetAsb1x5yR9gUFBhBnqJTg5otqqLXQ10VWQdPFSckArlx1hYs+XWVCK56qi91WoSWDUFUxXDc88rdomsW6GcAs7O38gL8q14yTMGJ2bW1aM8I9+PHjjUru1QrDr3xFPVm7GiNFRpovG4OeLPv/y/b1Hq7kAjWm74Iljf33wewvBml/8JtVMVq6m6lpGWgcb0aSEhKwVOv/Rtlo8PQqU0jDO3bWb6saSB9/NQFVKtcHt9N+APffvgsTOaAG3KUyFmgiz2r/EqLecHj0zInMf36yjwPL0zPajmN6CQVJZXIYzOtURTdquJMASEE++kFwBD8Md3HlODmVfswf/JaEQ5l0xj1MJYJgqFiuEQ5GtQsj35dmiAo0E94Rnt2HsfsyWtx0WYToGB25MKSmY3AzGwYXUCdtrXR58neCAgNkN8vn7yM6e/PxpFNRz0RJXoDBpYJhjk4AGFlQnH3U71RvloZOT+BwZ61BzFl/GJk2BVyuyCzEAM0PcvDr2Iw+lSpgx4xtTxK16kOG5adOYJZO3cIkCHgErCX5UTMsVyUd5jR76HuqN26hsgncCHTaVyY+flCrPtzB5LjUuF0VwQwehAYYkHZKlHoNqYz6nes5wFK5IFt/XO7CIXGnbsKR5YilCpcMpMBZWqUQ7f7OqBZ53oe4rgAwFwnZn27FIe3n0J6ehasVreHJsntwX6o1qoaHh7bFcGhAUqEz50JZNR2ybI92LnnDFIT00QEVjGwVoBqzfAgDH+oK2JqK+lYFWAR7G+dvwPLJ60VHhrteZRCAWUoLcEWPDt+LKLJYXPvx5S28JigSA2UhrBuceYt9+FHCO+nNxHka8/B55M8TWq1kZuVn+9U3P7k34/Pr7+fHsmFvBuKeny+B+g/6KsgvPHI1XqrEID1lg9geTPXfADLm1H6L9uGqcAjJ85i3tJNyLLb0ax+DXRt30yUu//z+3wcOnYW4SFBiCkfhZ6dW4jp9MbtB8SG5+3PJqBR3eoYeFfXG6bQVK5RRikCLL7cI6/hgBCwUE2eL8PbeXEXR7equFNASRlqYdJrxQrlzIk4TH9vFk4eOger26xYMajTI6BZZUTWrSDRq1pVKf6pwZWEVPy+YDNOn4pDanya0g23p11Quh3V9Ab0/b8+qNWipizUaQlpmP/VAhzbdgIp8SkCENSmM+pRrUU13D2uD2IaVpbIEYHRgU1HsXTCGqSnWJFky4Q1xw1qCUYqBaHDfW3Rr0VTBJrM0lUCxj9O7seSs0eF5yTE+/QsBZcBCLFqcX/9FujSpTn8zQYYjRqxINqz/jBmfjpfuF32LDusqYonII/HCNawFwagVf/mUkWrSh+Qd/bnvxdK6o2cM4IWh9tHkNdVo3k1jHhlEMLKhSnSV+529vBF/P7xfOF9sSDAbs8RHS1+EBhNerTu2RDDx3aDyaSVasRM6js5XTh3/iqmztyEtHTFVofCrzmObLicinRG1apRGD2yIwIDFf9BSdESsOuADx/8DxKvpLhvkctjM8T7SJ/HYS8OQJ3WtTzkfRV8KbIkbk5RKRaPFGUOhwToxerqdjhV+T+E+AFEEHmrKltv+kiCPVX7S+IDiUCQESxf8wGs0pgDPoBVGqP6Fx6T4GrJ6q2YvWgd+nVvgw6tGiI4KAAGvV7IvmcuXMaH/56Kof07Y/HKrUhITMF9g7rhzIUruGdAV5y9EIevfpmN5x8bgbCwiEIjVCoPK5X+X6UVwgJAkm2q1SFl4n4mxaaHUaDCuE1FGXICLKpU8wu4FLtfoEuM4Jj0wILxy7F25hY4c3ORkmZDRmZembnB34RxvzyJmlXKyGLOSM381Xuwac9JuXdZ6VkSGcl1UAJAqZ4bOaANOnSor4ClXCd2L9uDRd8uRm52jpDNKdfAqA/PZ/AzoHarmnjmh7Fi8kxD7ZSENCz6eRWO7zot6UiCHUduDoQUL5EMI7oOa4cuQ9p4+EYnUq9i4qHtuJyZrgiHOp1wkffmTlnqNVo836IzWsdUkL+waIJ2Jp8//J1IHSgYkRwyp6Igz+IJrRZdR3VEu0GtClTmndx9ClPenaXwz9wp1vyK8VEVI9DvyV6olI+zxd9XTtuMLUv2evbxnJORKJ1WAN3z3z4ApsapkcZIUnKaHUdOXMFvU9YXUItXbySBUniYPwb1b4XKlegjqAB+i0mPlHQ73hv+pUQo1XPl34/7suqQ1YeSEr6G3C6EcZ0G/hbFUD2/eGZR5nZJbRseaERieh44v53jqvwsgkg1ZX47xwv0U5wevKUE3OhcBMjBAUZR4VdEe2+nV/+7+9Z+8/oI1pG3fREsb+64D2B5M0p/4224uPHLPDk1HWazCWaTAdv3HMXvc5bjzWdGIzwsWPwOSfj19/eD0aDHz1MXygLy0L198cbHP+PkmUtoWLea2PLwRTNl7go0b1wXlWJiPNyha4eAuk+swLmdL9xbDSvPQbFIpmYYLrBmKQT2kmjBAQakFVMGojjnl8hPTg4+HPqJEhVxs4B5/2yObHm5+/tb0PeJXmjaq4nbf9KF175WquA8oEK9fJb/azQY1L0pWjYgSVujWN18sxC7l1Iry63ernbWbSVTsV4FPPDJ/aJlRGBw5lQC5n6/HKf2nbuh1U27AS3Q5Z52HgHTo8lx+O3QTsRlpV83FOSA8X693q4LagVFSWRIVW//cORXHgDiISgJ4FHYZB2HtkWHYQUByIldpzDlnZkFKhXznzS8XBjuerInqjSorAiZukEYAdbmJXvEFPraGcOxogn1iz887ImWkYYVbDHg4JFL+PaX1R45iPzn4n4R4f4YPKAVKsdEgHOI7P2UDAdynU58MuYbkC/GjCPjUep6rZKou4zsgLYDWxYKsNTzqBY1rHBMs+YqQK84E+429ykpjlP+bgiA9NPJrWf0ic92cT7Q1CKbotACrh0OAbmMtgYaRXPP1248ArXfKARgveMDWN7MGR/A8maU/qbbcDE5fzEeKzfuxrbdh1A2KhyVK5ZB325t8Pn4GYgpF42gQAsOHD6N+MRkBAVY8NjoAUhNt+KnKQvx3KPDEBkejFkL12Lx6m0Y//ELCA8N9LzQ45NtN9S6UsqkNSUSpr/+5ceMmVaqfEjITs/Mhq2EjXC5ODJScCf0e+gaw1QEo0qv9P6XR2pAFR1Vr19v0KPP4z3RRACWQiQnwFKrDa9d7FWA1aK+UgXHVNiKX1di49ytyCbPx+mCIR8g5VhWrKsALHK9yImyp1ox65tlOLjluCLLoNWAVW9sSmpLh46DW6P9wJaCGLjYn05NxK87N+PS5auynUSuQozQmJT7RYL7uIYdUD9CUWKXyJjTiZ9emYwTCXGwmzTQO5zQ5QD+GQoQkYq+J3qiSfeGnnvC4547eAFTP5iFZLd6u2KyTAsX2tNoUKZqNAY9exciYyLzAJbThT1rDmHWv5VIHhsjZAYS6Q162a5O86oY9GRPAalqNSKjdxfPJeCn/6xAujvSxm21ZgN0FoNEFWvXLIsRg1sjLMQi94VVbCqAnPjRXOzfexY2Rshyc6FzuuCX64KeHKxAP7EYiq4U6Rnbm71WWCTBOcNzcO7fDpgo6uurJDlOhZ2b18aIIec3K3lvVfWb/xjE4ow+U4fvdv0bCWajQ/18katbTBAfwCrqE5S3vQ9gFX/s/tI9+VJnZOOzH2bAYjGhU+tGSEmz4oNvJuPzN59AwtUUfD5+Jpo2qomHhveR1M9/Jv2JzCwb3nrhAXw3Ya7wShi1cmTn4PjpC6hdPQYmo6JzxONfTXNISq7wlyRTdjoklQDRNP/xhR9l0koUhAsLw/eJaSWTqsh/HpJ4ubiWBI/jZhOB1XN6rUYIzKwC/PyRH3D5ksLTkRSTxgV+QAuYMegw/I1hqN60mvCpeH+//3Y+jmw44gn46CICYCgfBlbDEWw8cHc71KqskNW5/YZVezFtwkrYjBrocgFDTi4CrNmw2HIlNVavY10MevFuD8cp6XIS5nzyJ/au3i/Aj24DBn8z/COCBGgFhgWg9wOxqN2qumdenDsbhwmTluDscepEuVuoEdq2UdBEmFHGEoSH67VE5WClvJBz72pmBn5avQY7j56Ew5gHsFh1GBHnQkhkEB75172IKhci45LBBTTXiQMbjmDOFwtw5XSczFcCQ6NZj4AQf0mL0rqn37jeSiRKFUBNpj/iKpGQYHpUOGvcj5WDFSIQFBmM/o90QY2GeVIQ7Cfti5ZO3ojNKw7ganyqcmEk01uM8IsJQ9W65TFqWBuUKRsiaWtFXksxnt697wyWLt6Ns2evilCpqkERlONEeYsJXYa1QbPujTzq9N5oLqk6U5T8YITMZi8ZDtOtXlzeVPDe6hi3+l2VduA7hJEsVtp6E50mVY0eqJS4uF2hY6YsI4KMPv2rW9ysOq9fH8E6/K4vgnWrOS6vD1d+QoM3e/i2+VuMgAqw+j/wKl58/B7hWjmyszH4oTfw9fv/h3LREdi88xBaNKoNf4tZ+pySmoGxL32G6T+8icPHz+LnqYvw+VtPeBam/C99hu4zsrLlS7Gw5q1VhbeDxS9Tpg/oI5dhy5YoBl+gTFVQTfp2X6bX9kOJEGiRUsQydG+vR6ogLYqWFy10GIGYP3E9ti/fhyRRPueRXKKtFGQEzHoNKtQuj1Hv3wuD0SgRnz+/XIB9Gw7h0sVEWWBltddrYawcAf+GFRFTJRqPDukoaV8e7/TFBPz6x0ZcPhuPzHyLvMmeizKJmbC4tBj53ghUaVhZ5Bw4h5b9uByb525F/PkE4XapoMIU4IeI6uXQpEt99Li/M0yMarkglXVLJqzF0Z0ncTktFXZn3j6aQAP8hlTDwFbN0al8NbmXKsAav38LdiVcQMrVNNC/UJoLMGU5US/RD2MGdUPVhpVFB8xs0sLPoMOBXWcw5YO5QtZPS7TCzmtygx6znwENOtTF8H8OQkBIgCcfx2vaNGcr1kzdIPyz9CSriLLKbhoNgsuEiNBn0671RT9MbdyPnK01s7fDYcuG1WpDWoYiCcH9/CP88cWkx6A1GBWNJzdhh/udOZeAuQt2IOFqmqRAyTPLTFfsifQGLfr3bYZefZpJWrI4NliqHAlTuoy6Mu1aWo3PBAFMmjVHPPxKu6kgMsBsQHZurtAAbsYC4HNlMmhREgU2rFIO8DP4Ili3uMk+gFX8p8AHsIo/dn/pniq5ePGq7ejdpSWybHZs2nEQqzbuwpNjBiIo0F/Sg1Rq57aMdmzYuh8TZy7FxK9eUdY3+Xvh/AO+Wglyrqbe2PiZZqsp6Y7bEhVUKwPNJlYtXb94BPvr5Ou2NErYAy06SU8xzVNSKRgBima9aBxxEeBXOSNDuzYcwdLpW2XxTk9KR1a6TREKpbSBToPmLStjzNvDKI0tfz978DwmvTpZKtFIhGfFISNBvGeMRNUc1BJPPn83jHoqUEMscX6asx6nLl4VWQFWE/JcbjyCoKwcPP/UAAExEulxupCZloXPR34hkRtW5tEeR/bhvNDrUK9TPYz96iHRsZL54nTh2O5TmPkJq/OoCu9CUlYWrNnu8+g0aBhbF489Oxg697ziFR68ehkTj2xHsl2RmbDbHLClk3zvgMnPiM7Va2F0w5ZKlaLKNHbmYvJbM3D68AXkuPXWCMzU70GTnwmj32a0r2oB9fbkKyn48+tFOEuPR/f48nwEPjw2pSD6j+sfMu/AAAAgAElEQVSNavl8BNVn6aNHf5ZKRfXZUB9wjjdTmCOf64OY+hXdhGiFYUUgvHzNQazdcLgAoV7dl+esViUKg/u3QEiw/21FSzhPAvwUQjYjfCUp5slhZ0qekWMaoZc+tLr+9Ul7K9Uz8EYVh+RLsa+3S3Dn2SOCzaJE7+O233wpq/NaIRGs93wRLG8AgA9geTNKf9E2fHlfiksU77rqlctf1wt1seG/d+w9hhUbdiI8JBC7D55AxXJRePqhwVi6ZjtOn72M0NAAkWcY1j8WrZrUueUVKcfWID7VXijhlwdgNQ/D+8VRUyapWPS0DFoBcrSWuZO2NuoAqH2wZxc0tb3lAF2zAUvSqWuk1yuSBPkXAHKjZvywEif2X/DIBhA42TKUiAwjG4MeiUWXPo2gM2phzcwRkLBjyS5Fn4mgxJEtgIFSD35mI5r1aIQBz/aXtCJ/P34+Ab/M2yiyCeq8yMrIUgCWRgOz2Yj3nxokRRACDHKdWD9tA9ZOXpfna+j+O0GG2d8IvV6PV/98BRo3WGLKbsH4ldi37qCiPu82rvaACa0GMXXKY/QbQzzAnRKri04fxrxTBwotmODyVis0EvfXbYlIvzwAwqrBD0Z+CZcQ/PlPQdV3pgo7DGmDjkPb5AEsp0s8Dv/4Yj4unbriAbD5bxU/KGLv64D2g9sU0LHieHw09ifkuKN4vDbV6kbMgjQa9BjWCl2HNIfdoWg75QGsA26Apdyr/K0kAZZ6XMUSSituBOzH7fIIlSo/LVwujQC3OxC4uuHjpZqxE/iw8pRixirXikCI7xzytm63uIagOSrYpBia+8oHb/q6q/NqIQDrfR/A8maN8AEsb0bpL9iGL2qqrI979WuEBPrj2UeHokxUWKE94bZp6Znw81PSOLv2H8N3E//Ep288jktXruL0hcuSEmrRuDbKRYd7/ULhWsEKKQp5Ftb4oucXJ1XfvW3ibu9WUueLU/UMvNEXM1MW5EpZ7UVTlPa2P9yOaQeeRy39LsoCo14Pda5ETDSX3BzlatTFlov3tO9W4OTBCzdc9Ou3qoq7RrZHgL9BIlq/vjYVBzYdc3OvCpjoyf1rGFsf/Z+5yyPnsPPwWcxcvksAloKq8kZAbGG0Grz9+AD4uQEWQd+6qeuxlpIE+dnCboBAIKIzaPHh0teQ7VI4ZDo4sfCnldi+fL8s7tc2gh4CrFGvD5Eom0SGXC4sPH0YfxJgEZB50JjyH7y3BFhj6igAS23s3wf3fumRS1BV69V7w+MTYHUY0rpwgHXySqFghxpY3R/sgmY9m1wPsB79yVPlyIVeUd9XACrJ7p0GtkC3oS0kRcXrIieK5ufL1xzA2vWH5W8erQr3hTByXLVyyUSw8o83P1DodEC1dd4LIdsXZdK7t+XcJ8+REaPSdGYoStdEsNYtBszr5DPFKDYbAZb6nBXlmNduywICCoz6sNWtR9EHsG49Rjfawgewij92pbonF8p5yzZg0YqtsPiZxIS5W8dmhYIjVbWdCwG5Ohu27cO0P1bho1fHIiQ4wNPP4nypUSuJ2jU3akXRy6FmENNnNIUlaPOmCkhVhb4RF6ykbgJftMH+elnwCRi9AVkk3FJH50bXowIsRn6mE2AduICM5AwRnTRZ+PXsBhk6Leq3rIq+I9vDQAVslxPT3puJI1uOg9iV7nkmrWK0rWooEWD1ywewzlxOxA8z1iLzkEI815UPgS7ALECL10TA9Pbj/QsArLVT12PR3M2wi0wCYLLlwCJAVkkdkxP26Bf3IzhA8RKkDMSyGZvxxzdLkWPPUdTNDTr4hSpzjKCnSdf66PNQVyFzqwTwAwmXMXH+KiRfTYMryQZUDICmcgDAKlGNBi3LxOCeGk0QaMwbE47ZL69NwY7cBKSGauCf4kR4ghOBaaxIVM41/OWBqN6kqoc4zqiaNdWKed8swo7Fe4R7RZ6VOcAEk0khM4dEBUuKsHKjSp6xFCDI6NyPK7F25mbY0jIlqmgM9EdAhGKHw+t5+otRCAixiEk0OWIWP71YNG3fcRqzJq9D3JErgsg47pZK4dCZFc5V5/Z10KVjHU/lY0nNWQGoWsBi1InJeaaNdlHewyxlvkPhCJYereu2LpcAi2CI18fnjMCLKUxvns+bnZjvoWD/PA7ebXXyf3znuv+8PoJ16F++CJY3t90HsLwZpb9gGyE5L9uIGlUqiE7Vqk278c4LDwi3Kn/j4nDyzEV88v00VKpQBmaTCRcuJ+C+Id3RpF51r6NVN7pEVhEmpOaJYV67HUnolFG4EUdKESlXrC24mCaLZpD3A8oXLHVvSLotIQmsm55cyO+sUrqJ5haBFb/6DXodUqw3vh514Y47n4iZ3y3H0V1n3AbNCjAJjQ4VH0GznxGDx8aiSu1yEnqidc2i3zdg1aytbjsZZdEM0gN+/CfAjKEvDxJzZ4Ich82BnUv34PdP/8hTOScYC/NHQMeaMPqb0bJBZfTv2EhI5DxahtWGifM3Y8uWwyLP4HafQUCqDWWSbAgMtGD4a0NQrXElBAUYJUpCa5/f3puDTXO2wCGgW0kj0xcwtEIkAiMC0fvBWNRtU9Mz79KT07H2j+1YuWQ7UjMy1ZAQEGYC7q6IyMhQDKnZCM2jK3qCboxzHUq8go83rxR5BsVSxyWaVpGXnKh2FqhdLwZDXxok5s2q/hWjXtsX7caqaetx8ehlESeVRl5ckB/Cy4Sg3eA2IvZJwKQ2ctDO7DuLae/PRsLFJNjd3DX+bgkLQlS1suhxX3s07lBb9isQ9bDZ8OeEDVi/fD/SM+ygYbecUqNBYO0yqNeiGgb0bebmXyl/L43GywnxNwpRnEK8UuF4gxPxo4VVtPw9vRT9OEvyOnl94UEmiWiq7xvvoeT1PYkMNnnU80uyn/+Lx6r7SiEA6wMfwPLmXvsAljej9Bdto0YALl65irc/nYAHR/RB2xb1Pb3h76fOXkZEWJAosC9YsRkVykaiZZM6qFWtYom8zJk2S0yze9Je1w4FibFSZn1NZROXEeElGRRz4RzyrG6QarzZ8KqcDB5fTb2V9u1g2oVfzQ6mTXIU/g8b5RYMBnKttMIDuRnRVo1epSVnYMmkDTi0/RRSEzMKLN5ca8vVLIfOA5qheac6MJkNsNsd2LL8gPxz9XIyrMlWT1pRtQ/qcW9bNO/dDCZ/k/x2eNMRLPp+qZg8J6dlin+hdFkDmGLC0XhIKwzs0wLhwYECDsjpm7NmL3YfPScWN2lJGR5yt9bpRIzOiNEjOqF5p3oCyGzZubDZczH3o9k4uOGwyBCkJVmFpC6n0WpQrm5FDH5hoAKueNPYXMDOlfux+OeVsGfnINVugz2X0RKnVOEZIs0Y9upAdK5ZW8C3KrOQbM/E9/s34mRKEmxZdmSmZAkRnwDLoNGilS4aj/frhpiYCJERUXg6LqTGp2LCG9ORmpAqhH1W8qnpT51ei45DWmPgM/0k+qX2keN38egFzPt6EZIuJcvYZKbZJFUoBQUGPdoPaY2+j3SDJdCSz0yaSvQu7Fh1AMunbhJVemumHfQypIgsz+EfFoAHX+6PqrXK3VRctCTnM1PdfOYIiDk/r60E5AcEZR+Ymv+r1eKLet1815CzyXeSqqHF/y4q0GK6nGDN5z/o3R3wASzvxqmwrXwAq/hjd8f2zM7JwZQ5K6VC8JfPXxLAwsaXzAf/nozeXVqhSX3qFPHvCmmzpL6UmaqhJY7tBuBIJYmnZealEQlQzKw8Izk7hyRcZ7FD+qJs7acXErw3OjkldVP48vWXr3yNKNZTM4eXxD4QXN0qCicAywVcPBWHqZ8tgi3LIfyorAwu3nmRlRqNKuH+V/pLVIr7xF1MwrRvliM9WamYk+1t2SKYyXRQuarRGPZkN1SoVkbuMaNKy39eib2r9suCT1kI/mN3KNv7BVrQbUwsYoe19cyJ81eSMH3lTlxJTBMAQjBBYjuXKh6zcrlwPD60A6LDqfekKG6fO3AOk/75u5DAmbJktIi+gFzcGNUJjgjCC9Oez5M+YMDJ6cT3L0xC4qUkhQ/lggdg8TyMAN73jwGo1UKJtPIf8pjWXDiBuaf2ITNb6RPPJf0T2QMdmkVXxMjaTRHpHyDRRt6bzKwcbFqwE0t+XuXhbXE/FWBpdTrE1CmHBz+4r4DXocWowYY527BkwhoxaVaBcTYBHaspdTrUbVsLfR/riaDwwALAjOP245szFf9B8WFUFnveZ61WJxy2fg/GomE7JaJXUs/kreY4oz0EWeTyqfwl1daHlk2UeSiNqtxb9et2fw+26OR9QvI77zk5oATq/ABgYYm3jSKnwRZW+voU3L0Zs3ovXx/BOvihL4Llzdj5AJY3o3SHthFPNxeQlJKGnfuOoWPrRsK/IshJz8jEyHHv4uF7+6FB7cq4kpCMFo1qId2aJTpXfuY8/kpJdVfVaqIYZ2qGw11VVTDFoQARHQiw+L4K8OOLS6lG4ku8OFYY1/af6Qwu8hR3vJNNwJ1ZD5OJlUuKnpW33A81+rh82mZsX3FAkQy4xkuPC26lmmUx6pUBApq5z8VTCZjw6cICxHO1Yo/bR5YJwl2j2iOmFtOJQMqVFCz49yKc3H26AKlbkVFQDIrbDW2LrqM7e6xuTl2Ix6xVuxGffL3VDb/uuXg9cFdb1IhRBEwJUvau3Ccm0rT5UaJTtDCSoJIAe61ei5dnvySyCwr4dwrg+2DUNwKQCquuYxSp39juaNS5nmduEWCREL/wzGHkutNt+e85x6B2SBRG126OaAv1rzSUBpN5t2zyBiyZtF6pcJTyy7w9BdCZDXhp0lMCCDlvSXLOsudg4a9rsG76poJkf/eu7GOVBpXQ/6k+CIkMLgCwaFH16RO/XHd9BLYCpjQEWJ3R4A4DLPWqOX8V/pISReZ7JIUSDHf2MSqxRzaSmngZ2Z6onPhx6ildQZ9Vl9fSFUEWg3BBVQX/Euvg/+iB6r1UCMD6yAewvLndPoDlzSjdgW0oEpqSasXWXYewfvt+dGjREL1iW8Bg0MtilZGZhQnTl2DavNWoXCEaI+7uhl6dld9Ls3FhvJqSiQtxKQgPC1F8Ad0cE/5bQJWZfXQpQMSRWyIqy/mvyc+oEYXx0qwkvHYMxdDaXy96TpRGIGhkJROjV940AVhOF5ZN34ytK/YXAGY69wLHkaxYowxGvdxfAVhOFy6cTsCEjxaId6Qy0IrNCxu3CYkIwKgnuqBclWhJuZKj9OfXC3Fy9xnPwikVd8rHvQCf9kPbIva+TorVjQs4eTEeM5fvRMJVVa1cI/IQSgRJA6NBh/v7tkHNmGgFSzld2LfmAP744s8Cyv60glHABDllBvxjxguKIKkbYJE79fED3+Ypm0s6UUnPqZV5A5/sifrt63h4TRyaBacPYsGJg+6oGnOzGmj0WoWjpdGgbmg0RtVqhkhLgCetyPHePHcLVs3YBAfBHceLyu/u28V9/UP98dz4x0DNNXoxMjJpzcrBuukbsXYaJS6UKGz+aBP7Wq1xFdz1ZK8CAIvznXpjXz3zm6QimSKUe0RfJPcxSMweOLYrajWnMn/p8a9uNh9V7Sy9jqk1Z4kQxL2Z/yW9jQgbB5sK5YPyWaUiPMeb95PP6M0+hEjup2jrnYoolvRY3Onj+QBW8UfcB7CKP3YltmdKajq27D6CYyfPo0xkGGLbNUZEmFK9xJackoYFK7Zix76jaN20Lrq2byK/F0cVuqid5lfvkjXb8a+vfscrzz6Ixg1qyULHvqkcK4tZ4SvRvqI01J+5SIh6s630pBrUcSGAJE+FXogqT4UvazGq5XXmEGTlSTHcaDxFFNTpwra9JzFx8io4VPkDJxCWCVgcxA0a1GhcEUPH9VKiS7lOHNt7DhM+mu9RLdfQOijQD0azUYjxlWqVxeCHOiE6MlAA08UzCZj86QIc20OzZiVJbKAFj04Bv0ERgejzRG/Ual1DAUsuF44cOItpv61E/IkrCigw66EvEwx9TLhEd2pVKoNBsY0RFqQUVBBMHD92AT98OhvpKvAjYLFmIzA9G0YN0LhzPQx+aRByxa5GiXqlXk3HpLem49Suk1KByEY/QHOwP0wWMwJC/XH/28MQGh3sGUamAtfvO4y5q7Yg47xiKSSE+CoB0FbwB4FCj5ha6F2pDvz0VOFWIn8c7+Urt2Hmui2wG5T/75fhQmi8EwHpimH4PS8OEKI6x9rultRgP3cv34s/vl6E1EQlosc0JG14zBYTDCYD2gxogfZD28g9UJ9JfvSwr9M+/hO7Vx+A0x3Z47WxqMDoZ0RwRADGvjEIEWVCBKRTs+pORY/46iBXkNErVuwyhcZIsDqvvZnDRX1XlOb2wi0z6m4qCUOOJCuVea9F/iX3eg9H/kYfUqEw+JpXI+ADWF4NU6Eb+QBW8ceuxPYkwDp+5hIqlIlAdGTodcCJvx87dUEI7NTCKk1gpQgs5qUBFYC1Dd/+Og8WixlfvPe86O9YmDozaIUTwSp/fjWWlo6O+BMatUjLKj2ApdqRGPU64TDRB/FaUr2oXZt0zPzcUP3do33lcuHQ+cuYu3kfTpy5gkyKirojV8YcoFKKBhXDgtH3gU6oWD1adMriLyVh4S9rcXjnGWSodjKMEhp0UqHnH2zBgAc6ol6LqkIKZ2ps1ZztWL9kPy6djs+rmqPWGCUkjBrUbV8Ldz3VVzheYnWTkIolPy4XC574xLS8OWzSw1S7HMq0ribVhnWqlIFBr0RH45LSsGjrQew4cBrJV1LdYInsNCA0KQtNIyLQ97EeqNagokS/rPYc2O25mPb2dJzac0Z8BMkjk8a0VVggYhpWwV2PdhMldpVTKBy0swmY98MynDp5CQkZGZ59EGKEtlMZNGhVE8NqNEYZ/6B8VYfA1stnsezcERw+fwnpKVal8tDlQkCqE5WP5yK2aT0MfaY3nBqlQIGgkbcj6XIKlk1chX2rDyH5SrIHAGl1GuFcETh2uz8W4eXDCjwXBM8bZ23Bxj+24sq5BFHmV8JmgF9QACo2qox+D8WiWsNKMneNRp0USTDC4mUQtNjvF6lyNTNtpghy5ncpIMAwGxT+G9X/SXT3Nu1d7A6VwI6MOpHL6Y2osSr6S0BGvhYjlWoFMgFmSKBR7oWveTcCPoDl3TgVtpUPYBV/7Ep0z2uBzbUHv9XvJdEZfpXb7NnCAStfJkJJGTmd2HPwJBav2YFDR0+jTs3KeH7sULddhxKx4gJCfZq0Uir55ruQL1guBNTAKenGiBU9yZjeJAFYtVgp9IEB5CuZC1i6Nduj6K1uqwIsVsq9N3MJUjJsIhiblmxFllu5nduGQY93nxyMyCglUsn95v6wCoe3n5AqNFb3paeqSuwQ8vjofw4UvSxGV5R0YjymfLVUUlWOTAdSEtLFWoeNoKVu44oY/c+7EUidKupY8V4u24PF/1kmvCFWvdFvT6r6qINlMWHIc/3Rrm9zWYDZGAlau/c4Fm05KAs2q/rSEzI85ykbGYwxd7VFg/qVoNeRcK6RlPGOFQfw+zsz5Ty037HT7oegkbwZPyMGPNMPsaM7K5Y67rWO0aSlE9dgx7J9ci6rw47M3Gxk5eTAoNWKBtXrP49DkNlPAKbartqsGH9gM86kJcm1sDCAgIdGz35mA1pWiMHjrdsj2MKon5JuVSU0lvyyCruW7xVwqvgIWkUmg1wyGko//NEoVKpXMa8y0n3SuDPx+OWl3wU4MrUoFYvucdQb9OgztoeozIsJNVOilCsxaCWKlJ3tQkYpCefytpFjRFBxsypXzg9a0xD4WbOy7zi/sajPMOVg0qzZRSp0IYiitRCvlcCWtSUsyiHA8sEr7+9A/Rev52Ad+NjHwfJmBH0Ay5tR+h/eRhUpFSmFXCdihzyDyhXKiHJ843rVZIE4ePQMlq3biSb1a+CL8TPw2nMPokJ5pfScTU3hMUVYmvxZegeKqntWyaQiCdzEf41VaDZyN7zvPaN2fFHTP5ELmbqnqla+88Q5TNuwS5S+VdDF9JA1PVMAEgsT3r+vL8wG5WXPxf2LZyaJ9EH+7R2ObAEhFL4c/GR31G5WxQ18Xdi4ZC/Wzd8tYET4VoBH/4j3k1GYl78eI9cn9yrXiYXfLMSuFfsExHlAofs/RCi0e2P0HdfbE1VKSrNixprdOHYhPo+onm+YGBHp0qwWeresp+zjTo1Oe3Mqju04IaKgHoK7IpslfWnUvREGPNdPASDuecSU24f3fyu6XPlBrno6pu4Y9WrUqa4nistjH06Kw8TDO5Botypq6oKglH8Rv3H83m3fHeXNIchxKilMAlRW+3086uvr/Qfd/WS6tP+TvdGwc10PL0stXtg6fweW/bLKYxmU/xXB64mqFImxXz5QoGJR+sPCCQsFSKForbEQpITeL6yqC7AYxKTd27nMil8SvnNznJKC/ztGszhmYUFGXE1VZEGK2hQivEHmIsedVYS+5v0I1P9HIQDrEx/A8mYEfQDLm1H6H9xGXSgInihk2qRhDZSJCMPXP8/Ctt1HULF8FHp3bY0ubZvg4uUEfDPhDzwwoj9+nb4QQYEBuHdQL0UdWxS8NSKlQDmH0uaYUDqBQICyDcU1aGYKhakC8TvLcUlqszj9JsiiTADxAfsj4o5uf74dArB2CmgtbAFlhOj9kX1hMhgElKRczcD412d6DJoVE0Jl4qmE8HZ3NUGnu1vI+Rjt2UCAtWBPgeo3LiCqvQsBwstfj5a0neiRwYXxL0/G8Z2nC43SEZDF1K2AMR+M8iixJ6YSYO3C8YsJhVYCEvB2aVoTvVvVE/CrRoYmvzYFJ3efkr8pJtXua3FfT8NuDTHg2X5u4U4FqDP69uGYb+V6Cqs65H3vqwIsd4k9j30kKQ4TDm9Hot0tZCqD5g6MUR4BGrzYtDOalC0rAIcWN0wdUYrhIwIstTIy33POHhH89Xuy1/UAy+nCzA/n4PDW4x6vSHVXFSwS1L4y43m5vsJS+iJoa9QJAGfKUnU4Ks6rhvOQXCvOaX7kFFXORCQc6Auq1wjgY1rxTmnOeXO9aqVgUrr3llyFHZeR9kCL0ad/5c2g59vGB7CKOGD53yOua99kxT+Wb8//khFg1CouIQUTZy6BNcuG+jWroGvHZggNCsCV+ER8O+EPNGtUC+u37EPH1g3Qt1tbvPbRzxg5tB8SEpMwdfZSjLnnLlSvGuMBACH+evkCLi7oKcrQKd6ByuLkDScj/7G5kHBx40JCIuztWoRwIaa3ItM/WTZytxSwduxiHL6bsAT2+AyQdKMJ9YO+UjA0ogSuQViABS8N6gqzwSBggmXmHzw3EYk5Dtj1gDnbBb9swC9HrIZloR79Uj9UqJknnbBh8V6smLVNlNzZuI3Z36xU9em0CI8OwVPvDBJLF/JX0q0OzPv3YknBqcUIZFkRcLIRFLQZ1FokHVSrG6YQ527Yg52bjsBpdwhzXhcWAK2fQjA36XXo1aouOjaqkQew6ELwxXxsWbsf2SY99E4XzFk5IBFGCiS0GrQf3g6xo2Ml6qWCEkbxvn1mAq6eu4ocuwNmkuzduRxuQ8mJES8PQJUGMXlm0irAOrQdiVkZwOUsaMpb8kAtFdUNJvxfww6oEhwm6Wza3GQ7KX2Sja/H/YSUeHc1JQchHxDkGAjA6nR9BGvTnK1Y+dtajx1QAYClASrXq4hR7464LoKVfy4S7HEuE/zyflht3lWo5j+G8BOZdryNDwX1eEwvEqRxLhOElhansijPOrflRxWBevptFrnwuYgKNssHoa95PwINXrg+grX/U18Ey5sR9EWwvBml/4Ft8tJOLpw4cxFfjp+NcmXD8MjIfggO8odBpxCac3JzMGv+WgFeFDB9+7OJqFguElSTf/Lhe8WqZ/7SdWIJcnffLsK74eLnb2boBLC6TVlLe8jU8nMChwwvFiYuZIEWgxDYKbdQ1K/8W10PBRzpbZZpzxGuyLp5WzHnt9XItDoUsSim6VhK3r4KDOEWNKpcHiM7NlOsa5wurNh3FHOX7UByshVOpvtcisRA5UTA36lBzcaVMXBsrFS1cZwp4zDzm+XYumyfCGQqSBewBFkQFBkEvUGLMeO6on7zqsiwKZpkTMH99N5c7N903BMhIrYKoP2OgdVzejz329MwByggjedJikvBzG8WYufGw3C6Kwi1QWb4ta4CfVgAyoQHYmS3ligXnlcJyJTlnOXbMW/RNjg1LmiYmnEB5S9bYbbmKD6CbwxDjZb5rJxcSpr0+6d+xJGNRyWKxYia3mxASPlIGMwmVKhZFve9OkjGQFVi58dCfFwyvvttPi7sPQ8XHQWMWqB6ILTtywiAax4dg3tqNkKQ0U/man5g8/nURVh48oiS2oQLoXG5iD7vhNmhkXvz7E+PKwUC7sibKr9x7tAFfDn2B4m68W8Ef/7BfjCbTQJO73l1MKo3q+qVwKjIDPjpwAKLm9lOXTsH+Qww3ahqzt1qjnr7uwraDDod0rNubIPl7fFud7sgP71UQt7uM8t0dlSISaQ+fBDL+7vS4PlCANZnPoDlzQj6AJY3o/Rfvg25JmkZmdh76AQiQoNRq3oMPvp2ChrVqYZeXVqK/tbqTbvRrEFNhAQFID4xGZNmL8fYUf1gMZnw9S+zsWztDtzVsxMeuLe/LEYFtII0rExSUm7ppVjpV9htYOSMjUKnhfFH+LFKUjrFM4uTPinqrQ80a7F95QHM/2k1rGlZiE+1wpFDRXIFABki/dFkTFsMbNcYUcGBEu06eikO0zfsQlJ6Jq5eSUE2FcXdwQxzLtDMLwzDx3RGmUpK4QEJ2StmbMaOFQeRkWZTqubcF09Zh/ByoRjxWBc07VwbJoNeoorJKVmY+s0ynD56GWlJ6chKy/JY8HCMuPCMfn0IKjVUTJDZCPxmf/wHDm04jJSMLKRn2T3ATBdqQcSAxnhiaCzKRYR4dKxIMt986BQWbzuM5JR00elyuWXvedRKqTno1b4+2g5tByHMR4AAACAASURBVFOAnzK8LgixfMrrU3B2/zmlf9SWcucVLaGBaNizMUa9MVQkFFSwI/c9MV2I8fu3HMWl9DTk5stFasr7o84jLTCmQStE+PkXWFQduTn4cs86nEi9ipSrabCm5WlZhV/ORZ1LBtz39ABUqF3Bw0dTixEun4rD3K8W4MKxy0i+wuvLC3tFlAtF+8Gt0Ome9vBzX5+3ekuqFIjY/9Aa6gbkLN6eQAIygw7JaY5S8+jkR0OgvwE2O50cbtyfoj4jRdme10qAxej47aYt+YFFKoOvFW0EfACraOOVf2sfwCr+2P3t9+QCRYHSlet3Yd/hU7JwPjCsJ8qVicCBI6fx8ffTMGpwD2zbc0QqoFg9aLdn49Wn78Ocxetx6uwlfPL648jIyMTvc1YgpkJZtGzeuFB+DBcHKmPfzBi6NAZMpBMo+gQo3mvuVYkUHQX0MX2i+AaWNoGX452VnokVk9Zh37rDQj4nB8tqz5Z/c4UPDvFH/4e7oWlsfVm4GVFbtvcIlu85KlwlRm6yrHbhBfF4jBD2aV0fg9s3VoCPC4i/kIg/f1yNK+cSZRtyibgPARGjPpVrlcWQcT0RVTFcIfXqtdi66hAWTNsqx6WvHysPbe6qRqYGW8bWxcBHYmEwGjzg6sqpK/j5+YkepfJMezZsDiVaZjBo0ahDPYx8fahEb9w4CZeTUjFp+TbEJafL9bB60J7pkOsiwKpVtSyevycWYcH+ElVjVIIE69WT1mDjjE2KLU52LuyZNgGaci6THkP+ORjN+zTznEsBWcDulfux6OdVcgxbdjYyc7IVkEUwq9dh4LheaNu5kVKt6G7ELdvjzuHnQ1ulj4wG2qw8H0neLtEnG1G1Mfo1bSr3SOVQcaztVjuWTVyDvasPIDcnB/Ysh/v6lHOWrRKFYS8OQEy9igUI/N7OfV4TnRH4saJEWgvaMqnOCeL/mU9+wNvjF3U7RQ0+Tz9L8X0s6lGKvz0rAS1mLTKybo+Az3ENDTTJO8HXijYCDZ4rJIL1uS+C5c0o+gCWN6P0X7aNR4vJ6cKbn/wKR042enZqgXatGkgqkC8bRrUee+UL2G0OvPHcGFStVBZXE1PF27BR3ero2qEpHv7HJ/jXyw+jecNaYtXjb/FD/E0qeehQT0sdCire6SbcGpNOUgkitqnTyEJgp+Bgzp3pDwEOIyp/fr8Upw+cc1vjKKRztTF91LZ/c3QZ0V7SXKnWLMzevBd7z1xyO9kVHDku8LH1a2BAywZ5shnrj2Ll9M0CqlRkI7I+itS5yCAMGdcdVetVlJ8JbuZNWItDJLcX4gvJczRoVQ1972svFY5sBDobZmzE2qkb5L+vbVRkFyL3rH9IalHO43Ti5OWr+H7+BsUq55qdhHsWaMGIzk1Rp1K08Og4F9MysjHh5Uk4s+9soXY1BDiNejRE/6f6iSYYm2g9mXSY+sUi7Fx16DoulEJy16BumxoY/HRfj3q8kPDhwg/7NmH31YvSR/V5UasguWfbMpVxfx0WFORxxLhd0uVkzP92Kc4ePu/xV8x/mZS66PlALBp3aeA5Z1GfBZm/ekXsloCKaWfiWlYJsgJOFcC9M7Na6T37Q+FSfrhQI85bR4OiXvu12wf56eQeEWDd7vWWDWPq25ccLOo9afjs9QBr3xc+gOXNOPoAljej9F+yjVrB5uFbwYV3PpsAo9GIl568Vxbw3fuPySLctGENSQ1yIYyKCJErpLfaFz/OkN+ff2w4Nmzdh5ZNaguwkgXU5UJimv2GgIU8LJZC30x/pzSHkgsQpROoZ5WelXNHv7R5XQRYVAMXgLWPyuqKlQxXBkbPPNWA/Zsj1g2wmBZkevDIhbh8xGxllITcToDVoDr6t8gDWCcPXMDi39YjJUERCpXKQalgVM5BEDfs6Z6gkbSApVwnpn2zDKcOXYLL5RQOUv4oBAFMg9ZV0XdkQYC1fvoGAViqYXL+e8d9eJ5XZhcdYN3TuSlqlI+Sa2NEgWDp+2cm4MSeM7cAWHdBZ9ArERUDDZ6zMePrpdi/jgArnxyEMngyftUaVcKIV+72kOkFYLlc+Gz3WhxNiZdLyl/nw30YkGtdpjLG1G4hx8ifMr108grmfDFfBEqv9TuU02o16DqyI9oObFlsgJV/nPNb3TDamWlz/iUfMGqfVGss4hRyv263SORm7wPRvnO6PBW6t/PuIECMCDb7uFfFGEQfwCrGoLl38QGs4o/d32pPAqXE5DT8NGUhlq7ZgX7dW+OBe3ojKTkd73w5Eb1jW+PA0dOSGrTbHejRqTkeva+feBkyOsVUVJbNjo++m4aRd3dFs4Y13Yt3vtSKC0LCJWm6sKYIjmqFD3UnGxdoRq9MBp2kTViyTuue0hJzvNG1EYhcvZyCGd8uVaJFSlZQ+DKKhYcWIZFBGPBkL8TUKS8LNyOIS5fswIKZm+CMS2eYAoZaEdBXDIYmwCRCkD0a1UaPxrUVsOR04tjh85g+awPOpGcgWw9EZAD+WQD5WuRTVa5bAX1Gt/dY0JDcvmv9Ucz+YYWk0nhecpmM/kbo9DTn1qJpp1roPqQ19O6SQl7LuhkbseL39chy64NRHZ7gTLSldFohqQ97ZbAnbcc5eCEuGb/+uQHxZ+KQezkNhtploGFUzKST648ICsCILk1RxS1kS/TJU059dyb2bj+u6HMJwd8FvTsSSiDWsn8L9B7bAyGBJJFrJFLK1O/in1dh26LdHmBGL0CCHEVfC2g/qBU6D21TMILlcuGbvRuw98J5BZUyNMLUkUGp8OR+varUwEMNWiCTWlXulBgBdHJcigDoU0fOgX8mgV+XZxsptka9H+mKem0VS57bjZhwrMkbYvSI3UzNyEY2VehvN5xzmw8oK3ED3eK89AgtyfQ7AS61uQiuSorTSfFbcrB8Aayi3/iGzxQSwfrSF8HyZiR9AMubUfqbb8OF7VJcIj7/cSYa1qqCgAALlq3ZgR4dm6Nrx6b4bsI8bNp5EO/+40HUr1UZR06cw4ffTsFTDw4Svav/TFoAk9EAa2Ymmjeqjbt7dyh0YeBL3Z6di+QMimFePyiq+GZSmuO2w/neDDn5GWoqhcBDrSZkP+iPyD7ayDkqPYedAhEQRooW/LYBO9YeElV1Ahu1EXyGB5vQpndjdBnZSZAKF+wdy/dh5fQNOH/+KuxqRymzEBMMY9PyaNesJno3qYNgi59i7ZJuxdR1O7H78BmkpWR5ZAUMOUD5FCBab0K3e1qjUbtassAzOnPm0CWsnrMNB7aegI1Vje6mN+kQVi4MkeXDcPdDnVDWTaLniagSv2nJXmxeug+2DJtnH/oOBhmBSrXKod9TfUVQ01PRl+vE9qW7sWDiKlw+m6CAF6aVygXD2KAcDFGB6NSwBvq1aVBAiT0+JR1rNuzHH5v2KWPmAszWbIQm2xGY4UCZsuEY+cZQVKlTTiImmRTElHRsGjbO2ozF45fD7u4jvQAtoQEwB1vE6kbxOlQitGojoX79nkOYOWMVcqioznBelBmayoHQVAkQj8NRtZuhc6WqEinLod0KuUe5LqSmZ2Dm3DXYePIEHHoX9HYXQhJdCEp0wuDUKOD2ke6IqBDuEVX1Zi4Xtg0rX5kGVS1iCDTph8l7Si7UnUp936j/rMqjEbsYogsHrnh6cvmPr6ivszAj16vqYG/GVvhXAUb5APMBLG9GrOA23gCs9Vv34V9fT0ZCYgoa16uOj14bi/DQoOtOdqPtMqxZePvzidi4fb9YdI0Y2BWPje5f9M7+zfbwAay/2Q0pTne4sH//2zwkp2Tg5f+7Fy6nEwtWbEFcQiIeHnmXCIVS96pJgxryMiSp963PJyAqLASPjuqHYycvCBk+LDQItasp5NwbNZJrE1JpC1L4FmGBeqRZSzd1oNqOcLGxiZHt9XpW3Ia2JCYTS99zSnUxUlOzR/ecxezxq2TxJ/lZiNMOEspzYDTp0Tq2NkaO6yFRDkYBE84n4be3Z8KalgmbIxtZDqrJk2+TC5NJj4otq+Dxl4YgyJ/WMIp58+oDxzF38wGF2J7pEFsYVaYhyGTEg+2bo1nLmjD7m+QGZaRlYcW0zTi4+Tiys3ORkZIp+0lajKTsSuEYMrYL6rWqLj59bOzPgkkbcXz/eTjs2bAmW5GZoYA5To0q1aJw92PdUKVhpQIE8CObj2LhN0uQkpyOzCwH0jJtSgiPellVwtHzyV6IbVobARaTJ1XD616x+yjW7D8ufU1LzlB8C9k9lxMN9H64f3hn1GxRXYykRRNUiOlOLBu/HFvnbUNmeibSkjIUj0QNoDcaUKVlDQwY1wfVGuf1kdfGy9675iA2zNuGC+fikWjPQq5ashloQFDXGHTr1hydKlRHoNHk4R5JZDYrG1MO78amC6dx7lKCqO6zo1oHEHkpF82zQtDvsR6oUL2cB3QWJ4KVn+hOMEnhT7VxOMWM3M1FY5quJKNHxXn/MOJEIEitKlYbkp9VnACbSuCXY5Rg7pFzNpL6Vz7/weLcXjR8upAI1ld5ESxmQHre+w98+sYTaNm4Nr74cSYu84P/rScLnO9m273/1e9ITk3Hey89hKSUdIx4/B189uYTaN6oVrH6/HfZyQew/i534jb6wcVm36ETyLTZ0bppPVxNTsUn309HuahQ9I5thRrVKgqXhI36VUwlvvflJPTt0ho9OrcQfgoX3PyE3ht1h+AhxcpqssLDQiSlckEtrTQhv+r9/fSSEmLE6lal24xwEYgxdeitfUhRb4WqjTTzP6twdO9Zj7o3I1SqYj7HNijMH89/PELUpDUaJ5ZM34qVk9cLWBDhdjc/iCCAaTCznwkvTXhS0na8Bi5AT/zwB6w2h8cShuOgSjRQR+neTs3RomaMJwJ5/sQVTP10kSjEy/HZJxLQ3XYw4dFBGDy2Cxq2qCzikkz3nDtxBQsmbUDilTT3Pk44ZZEXkhciywZj8COxKFclyjNUvNbPx3yNjGSrwjlz8t4oC63wwgw6dBvTGR0GtylgO3Phagp+X70dV5LTFcFVir9mZyM70yHeg9Wiw/FgrzYI9LfIuVW+1JVTcfjluV8FjPGDgeNgy3Ig15EjOlnN72qOwS8OLKCkzn1TE9Iw/8cVwpHjfpw/tpxsOFy50q/q9Sph2NN9ERlF6Ym8FB/xzOmMRHy4fTVsrHSknhqrPe3Z8mwZdToMqdEI/es3FtCpGlgXdS5xe6aUee6bgSdiBZnbfgZk2vg8FgfSFKd3he+jKN/Th1Lh5jGVWRTgx/1MRn6cFc1v0JsroOlziMXg5uF5s4dvm/wj0Oip6wHW3q/zANaS1dswZ9F6jP/kedkt3ZqFzoOexuYF38HoLoDh32+23cZt+1GzWkXxwGUb9+pXiG3bBIP7dvyvvhk+gPVfdPsYRjUaDQUmrdp9deFJTbPiq59m4XJ8Elo1qY1ZC9dhYK/26Nq+KZ5/5zvEtqH1zVXUq10Zw/vHit1NURoXaEZf+PK/UaPyMkMJtI8pqde+Wi7uR5PlTEZ6vK8VV82crZnZsJVCRSHBBYnT37w2A6mJVhmW/MRp+QP1uPyMeOHz++RL2qzXYOO87Vj023oBItcOlEoif33qUyJ/QfmJxAw7Xpzwp9t65vqR1eu0GNq2MVrXol+hcnfOHrmEyR8vUIDVNXldLuIhkYHoM6YjajSogACLXvpxcN8FzJu4AUnxCsDK3xQSvQb3PNkD1eqVV35yA6oPh37qkVYoQBx3A5WOI9qh071K+lnVlDp6IR7/Wbzxumti1IERkajgAAzv2BRVoiM8AIvH3r1sD+Z/ueCGXoCUjnh13iugLpgakZVU+ok4zPx8PtISM64jqct4RAej/2PdUaluRRlDtZ8chXmn92PR2SMMrUm6sMC40ARcZ8BXHe+Wfuc3o/b2+eIcDwnQw+Hw3gxaNXfm/LDa7nxhR2HXRhNpugdQP4vCw7fiizHSzIrJ0iLNs/Iy2GLwKbh7OxGv2e5WAOs/k+YjMTkV/3zqPs+enQY9jd++/icqVYj2/M3b7bjO9RvzCn7+7EVUrVSumL3+e+zmA1h/j/tw015wYbh4JRE/TlmAZg1qYEDP9jfcXqIAEqFQiLCbduzHjD/X4rWnR+H0ucs4c/6yfCnUrhGjRAWK0fgiT8tkRKTwnbm2qxGX2xX3FJ81+qQZ3DyPYupZqSa75LMQnJWklo8aFVoyZSPWzduZV/av18FoMUNvVKQxmnWqg173tFbkFhh1XHMQc39YLgsRQQojVARf/IdRgNCIQLz6y2Ow5TiF4+LIzsVH05fhypkEODMd0ASaoPE3QmvWSxSFAGt0bAs0rFLek4JjBGvyF4uQTsVxAganQoZ3Yz6E/T/2rgI8qmvrrpmMxZUAQYInuLu7S3GnVKH++tfb96rv1dtXp7RIsQItxd21eIDgGpKQQFwnmdj839p37iQhAYaQtLQv5/t4vDJXzj3n3nvW3XvttSp5YsjD3VG1bkXpFxe78PPXsXTWTlyPSJB+EqywP7IP033OBoyZ1hM16isvPwGYeXkgwJJ0ZTGgjDytLmNvA7AKRNV4/appMwHW1D6tUS/A3zYG1DMrALDsPoeFvRsp5/D6iqIA60poOBa9v+KWfod3Alhrw84oaU9Rfs+/VI6/yUlXIoDFw7EIgsUZtFsqmBJ05PEUL0GdFs5MmVtypcrwj7Csul3fxEidop5WxZKKfLGb1VvUjyZGvigkeicg5shY3LwN71dGBEmaL0m6tiTn/Lvt0/TpYiJYX+VHsL74cRlycnKk8lxtfca+gC/efRr16yqVzGyObJdpycJz//oaTerXwhMPDvvLD2U5wPoLTCHTEeRYXbwcifjkVHz+9lOo4JNvTVLwErKys5GSaoY3VcJhxS+rdiDk5AW88dxkuLnmW37cy8smI5vK8Nm3Tc8JB4rWMAZtiTlQJIYTXCmGuPe+aIgoKc2ZtRBV93sFWXY5jDwrTh84LxV350PClJQfwYjOCc4eLvAM8IW3vycmPNcPvv6eskAnxqVi46J9OLztFNJtgp+spiPXh+Xper0Teo7vhPaDWkm1Gs8VExGHOV+vxeVz15BnzobG3QCtuwm6ur7QV3JHRW93PDWgM9ydlXnmgnXyQgSWrtiH8FjKCiiWNV7pgFcGoNMAVev4Y8xzA+Bs42zxPHHXErHw8/UIOxslwIkAixY8BheDVA/WrF8FA8Z3gHcFd9t5KJBqxeL3f0PI7nPSXzYS4qkBq1b1PfTxJFSpV8XuL8htImIT8dPyXbh26DKslhzoa/pA6+MGjUknEasa/t6Y2qcd/D1dBbRTnDTNnI2LRy9jwT9/Roqbk1yoc3quveqQ8xzYqDqmfDi5kBcgr+X6lRgs+3Id4q8lIjM5HSTFq4399Pb3skWwqtpJ6vKxAitWXj4JAizlvxWhU6GtWTXy39XdPPFGqz4SvXL0+VILMtgHAn9eX0kbATpT6PeTl6Dqtci+8ZlTr4/givc5hWYJKstKOo9g3cNNL/6T5a1kI9DsqaIA69jX+QBr5oLVkjF58/kp9hO0H/wkFn/3r0IRrDttR47WE6/+V6SBnn5oeMk6e5/tVQ6w7rMJKa47rMyYtWgtRgzqive/WiS8qpGDuhR5ifPFHxkdi1f/8wPatWiAG3GJOHM+DG+/OBUNg2qW2pWSW0G5BnOmzQLmNkcmT4RK6wz/C0HZgUagwZJqhnWSzUrFWGk1NVrAVGNaevY9aQqpAItWKyu/3oCrp68hw5yJ5Li0fOsarQYBQVUw+vmBqNuommKinGfF7nXHsHtNiPB4EmOSBaAIKKOSt8kJfca0Refh7YSHxeU8NiIeP3+0AvHXk5CYmoGMrGxlSLjIe5kQ2L8hHh/dE36ebmqARfh2by1aj4QUMxJik0UhnUjAKQ+onKJB40p+6PZAa9RsWNWWCgPiohOxds5OhJ2JRsy1hELgw83XTaJWQ6d2RcVqvgK22OR61h/HgU2hCD9/DTk2fp6AbCfAw6hFp1Ht0XVcZ7tQqOxnteLwhhD8OmM94mm4TB6gUQeNpzOMHejZ6IbH+nVAUFVG10jyZ9WaVjhp249ewBdzNoh6uyjY51rhkp6NqpFmKeQY/c+RCGoXbE/z8XyMxiVEJ2DRO7/g7L6zIqBKmQoXXw+4+LhBp9cjsGFVjH1xiIi1KvOh8L74J8Gcjpc/nIW8i6nKuDTzlspDJ3+TgKonGndAYx8leugIwOKaz8gKVf6pb+V40vv2T4PqJcit0jPKDrw4+kyqwqm8rxXqQI5cd3qG4pFZek934R4pH3mKPEM5v93R2Sq63Z0A1uZdh7Fw2RbM/eIV2ZnrVb8JL2H/6m9FBkhtt9uOUemHn/8I/bq3wcQRvUve2ftsz3KAdZ9NSHHd4Ze3aqOyfd8xrN68D68+PcFOCOQ+jFxlZmZBp9PhwNHTiI6Jl8V09NDuCifkNpWBJRkCIQyn58jL8k5NiOkkmmfm3pYDxZcgI1asSCLPq6xI6eyv8ERMOiTfA6lWXXhDd5/BhtnbkUm7GqtVCNCWDIVUznFnJdvwp/uLRyAX3oQbyVgxexeuXYlVts/ORbYlC2lJ6TA6G4Xb9MCjPVCpmlLqTwCxaf4OHNpwXIjZnFezJQtJ6RYBEM4mPQZN7oYuw9raldh5v6w6cBI7T12UlHFWVrb47dGcmM3VxYiPHxsOLw+XAhwlKw5uCsW2X/YL4OP9xMo+eh+yHwRUk18ajGZdgu0pQ3mhRiVi+eydiIlMkOrJ5LgUIZtz4STY6dCzIQY/1hOuHs72/Qh2zu0/j2WfrIA1N1dAY6rZImlMperQD89+NAW1Kvvl29xwLKxWHLoQjjWHTiLZnIH4yESpdBSQBaBKthZD2zVBm34t4Oxh8zq03aCsuJz7wlxEXYxG0o1kqe6U4g5o4FHZBy0GtkT3Me3hXy1fekIFgldPR2LBf5YjKSMdSZZMJYXJwfc3wdS/GqZ264Q+teuKyK0iV3B7xXCCINUc3FxGBum8x00mnZDg+SyVRQruTs/+zb9Tj4rG1pmZOUil3EZZoSupItZJlMwRsHu31/G/tH2zJ4uJYH2TH8FKN2cKoPrw9cfRumkQPvzmZ5BH9cHrjwkthR/9nds2we22+3buCsQlJIuryN+plQOsv9BsEmixlPXfXy5A46BamDSqjwiE8t/DIq5jwbLNkgrkCqy+VMry5cLFiYrpokt0h7c3gRO5EEwTsAy74HtV5Vkx2pVn1YhcQVlrV3HaeV5+3WbnKgrZd/uuV6vy9q85jC3zdxclttuUvasFVcGQ6X0EYHGYIi5cx5oFe0WUVCFS2/QubUrsOr0WE57ujZr1q0pUg5GWxR+uwKXjV2Wub26MijXuVB+DHuslFXRsvKZX560Wr8Pi5obAp0+zIPRtUd8OYAj0fvt2C86HUCS18GiITISTFu36N0PX4a2VSJwtsnNk51lsXXZInADUqJ4lwyIRI4PJgEata6Pf+PZw93TJvy/z8vDdM7MQGx4rKVWOS3YOo5zK9bk4G/HYZ1NRuXYlOyjjsSn98Ou+YzgRHiX3OYEVqwctaRYYnPXwcXfDxF5t0LB65UJkek7u8a0nsOLTlbIPvRgJNrMyFMBpdDFg/Dvj0KR7YYsbnpO6Wau/34xzBy4q8hi52cjMZQGHFVqNFrWb18C4JweiYkUvG9eH+mvF61TZ+VZ6JXVeVqkx9R5hkJEfLIz+seiEXKi7vc9L6xVp1/XK5bgpivmsXCXHsDTBH49NegIFWsvy/Vda43K/H6fZE8UArG8LC40eOHoGb382FzFxSWjdLAjvv/YYvDzcsGTVdmzacQizPntJLvNW2/Ua838S+SpYHDJ2aA+8/NT4+314btu/coB1H08fX+6WrGzRFKng5w03F5NER/YfPY25SzbgP68+AmeTEdeuxyGgoi8OhJxBr84t/9CXChdiLiZpGTQ0vv2rW/ghOq18tfJlz0arFP6hQW9Bs+Y/alpUsUSiHPqd3U0rBLDm7UJGSrqgJZN7fvEAeT3VgqtgyLR8gBV+4TrWzt8jkSyJUIlEg3JmLggEMlOf74MGzQOlMozE5RIBrJ9WC9C6FcDq3SwI/W4CWHPeW4EbV2OLTcvSe7BmcGVMfmWICH4KwMqzYs/649i5+mhRuxrb9QTWq4TBkzsLZ4vXp9jjWPFK//dFloH2PTcvsOR9dRnTEZ3HdoSTk81Mmvwwm9Dqpetxdu/GggBV76TFoFaN0LVRHTsXSu3nD8/OQtSFKLskRsG55jx1m9gVXcd3KaTALmn389FY8fV6JN5IKQpwyTNzMWLC68NRpU4lAau30qnivcZ0eU5ennxk3CsH0NF7VdGNU549jj8lS8h9+qOamvYmD4vPmPqeUPlZBO+M4pVGn3gON2e93GP3IpXxR43NX+E8jgCsv8J1/Bl9LAdYf8ao3+GcYpRrBc5dCsei5VtRtXIFjB7SHT5e7vK1b87IxLufzxe145j4RDw+cTA6tWlsX6D/yEtSnUa4kCemZt+RL8U0DlMEwsvQU6U6FxmWPHnp/nGv/MIjpFY9mvROSEzPcmjhUyM1jC4d3RCCpe//hrQEpfRfZ9TDlbweLzfxzmvVtwl6T+wq/CMCkuiL17HoszUIOxUpHXFyNsDF212AGcFVQKAfBj/YCdUC/cSOJCnNglU/bMXONSGSTuS5qXnFhVyVc+g6qj06DG5l5zgRiL8ybzUyI5OQm2wRQrxTZTdoNFoBEAQCU3u2QSNbpIf94D6rZ+3Aqf0X7akbNdElOkdOWrTsFowxj3eX3yXFk5snAGvHKgKsojPIRS6wbmUMntIJXn7u8HLXi29icqoF7w3/WIle3RSVU6QgtHcEWAWBo5IBV3o7oEUD9G4aVCiCxWfq/WEfStTq5l6qnKmuE7ug6wSF26hGPjhfl0PDsfr7TUiOVbS6CgEzbqvVYMqbo1AtKMAebSNoYFqcgqD8+GAakjIY6RmKHt37/QAAIABJREFUZtWfca9LtSFN0WkYnZWLtDJKTd78/qE2HnlzScVoY6nCqdTz4rvgXjhjvNe83fXQOynvl3LV9tJZCZoXE8EKuSmCVTpn+vsdpRxg3WdzynLXhKQ0LFu7E5t2HsbUMf0wsFd7O6GYEa39R05jzuJ18PX2xKMTBorsQmlzrO52WLhgECQlpFhuW13ItBx9A6lN4+SkQUwSeUt3e7ay2Z62H+RtJJsZjbv9OZT0GBBxJhzLPliOyLPXhEOlrpyiqRRYAcHtg8V70Luip6IkbbFg7ext2Lb8CFISFM0sBRkDXtUqoGLNSug1ojUata2tCCMCyIhPwfyvNuPY/ksKH8rWnI0aeLka4B/oh2FP9EPFGhUEGDAqdOV0BDYt2oWQQxfzQYFWA2PnGtAHeKJulQp4rG8HSTGrICrTko2fV+7F1pBzyLKJ+bubAf9UwCUHcHU3YcKLg4Qb5uVhAGvnEpKzcHD7KayauwuJ15KgN+nF49DoYhR5CqYsuw9uji79m8Lb3SCcPWojUQV94btLcTbkqkQuWNFoUL0ONRrojTpMemccqtavWihFmJBmxuLth3D2cpTiP8gxogWKQZGS8HIxYWT7pmgUqGh02UnqeVbsWrwbWxbuslUBWqHl7oqgvWzXY2p3dBrdsQjACjsVgZUzNgpvi9y0gh6D3I99nfjGCFStW7kQN43nJymfcgWc+4TUrHuqEiytu17R29JLNI6pcY5/WTyCigyDEn2kgO2dmsqLJCClVMXdvBc4vj4eRpE6uT377U69KP/95hEoB1glvyfKAVbJx65M9kxKScO8Xzehoq83BvfuAJOJBqX5X9RUYZ+7dAM6tmok1jd6ahSVMoG9pBdG0MGXdVJalj0NIJJBQnYGmL5xNmqFB8KSdEoSsMiEGjjkbt8PzSApBh0ys0ngv/Wyo2o/zXttAa7auFHpyekitMkoExdhkqyfmfUUAoMD4GzUSQn9ga0nsfS/GwQcpCSli8K6yndiWmzoU/3RzcZx4njQAmb94v24dCIcFku2VCiSP8SFnoKfgTX9MHJ6b9RsYlNvJ+i7GIU1MzYjNjIeiWkZyMjMlrQUP+m17gY0Ht4So4d2gL+Xh30xSsuwYHvoBWwJOYuUFDPSUzNhJZhgxDELaO1VAd16N0X9VrVsAENZPGOuxmH5nF04sf+i7KOu1LwW7wAvdBrQFH0eaAVvb1ebFZBSsEHz6b3rj+FS6FVkFTAPd9dBDJ2b92iEvo/1KSSzwGhhTHgc1izYjoNbjiGPYJPaYVU8oW8SAH1FD3RpVBvD2jSEu4tR7jECZd6XvL5Dh89i4dLtEO/qvDw4p+fAPSUbrpl5QsCf/MFkVLSp06sRLM6NVB7+exnCjl1FTlY29M4GGFxNMLo5Cwhu2DEYfad0hauHi90ih3OnaEEpAJakd2Y6M8TaicK0f/7dbtRpwGpaUaXPon5e6XVKBFBd9WK6Tt6lo0cmD9OZxtss3LG9J+60L0EVxXhZOFDOuSr9+6r59KIcrJDvys2eHRnpcoDlyCj9QdtwIcjKZgQrBRX9vIsFTmrkRFWZ/oO6dlenoZhnqqRCFMIy0xLkRDDCpYoOqi9Nk/iqaW28kLs6TZltzBc1BTfZX/LCilt3pLIzJw//Hva+/K2mjsQihgBLo5FS/wlvjkLLno3kWOaMbHzz/DzEXUuQVCEbFzf1/+v0Thg8vQ9a9Gwscy/8n8s38POXm5BpJhmbelN5UjXHKBUX98o1/DB6em9UrOajCJjm5eHAuqPYvniPABfh8dHw2paG0+q0aD+oBfqN6wJnmy4a99lz5jKW7w+VikNWKhL4EdDlZeeJj2L/Fg0wtEszAfRq47FXfb8Npw4pkTWz2YJMs2ImTbKqu48r3pvzKPQuJiGviyOQ1apUHc7ZiRsRrDq0wJxsFiI5x8Fg0qFDj4YYOLUb3LzdCs0xz/HTawsQfiYSqRmZApoEFJC35u+KtpO7YmT/dvB0NQn4I6AlyGIKeufpS9gSeg5RUfFIS05HLqUkrHlwNueirZcfOndrisZdGoLjU7CxMvTI+qPYsWCn8LdEgoKEf4Ne5B0CGwdiwKO9UMsGcNUFnulb9oHn5x92k//GYg8CLiGc3wcfFYz8qFwoMWwuoZBvwTFT5Sd43TcXtDjy0KqyDiTnc9xY9JItxcqiPlboEHy3MI3Oj7XyVjYj0GLaZ0UOfHTG82Vzsr/ZUcsB1t9sQu+Hy1FBYFpmtkStCAapeXMrhWqCLBJTmZpjdOt+aOyzWuJdnK+aeADm5uHfQ0nULrpSClldp8WYF4agYc+myGF0z5KDD6d8bSN2F71OAqx+D/coBLCunr+OBZ+tL2R1w4AleUxUAvDydcPAiZ1E2kEAVm4edq84gJ1Lf1dSaDc1RtZqNKyGQY/2lqpGNoKqHzfvw5mImEKWNWqVIPlabeoGYnTn5sJvkaWOxPy8PHz8xBy5Lo1GiXYRXLOJIr3eCcOn9URQq9rybwoAtGLfxuPYudbGJ1P9Gm1/E1i27BKMXsNbwdmtgMyCFdi/8gA2z9ku16VKlwiwlQgv0H1SN3Qb08nmOUe7GmUOL0TF44ctBxGdlCLXKr6FlJ/IyQXHvFm9QIzv2ho+7vlVjuqwXQ65gqXv/aIYd1uyYTFn2efbyaDDyFeGo1X/Fopav3KRkhbkwp9iVrwOCzaR1aBEiFEnBQwE8PdD4z3lSaskaETjrqRey7w2UgDEYP0eifQcK72WfotOcr/RA7UgwOKHmY8bfT0d0x27H8b5r9iHcoBV8lkrB1glH7v/2T0tliykZ2TC091VKrxEriHNDFcXU37Fl6zCSrl6UqrljikCft3zS/RedKnKYkIYcWD0jbpcgldUi5Q8KyxmCz4Y9ZEYHJOs7eJmsqe0SG7WmQx48OMpqFS7knQtJysHc99cgojT10QElE3rpHCHBJDpnTDo8V5o0qWBPdVx9Xw05n28Lh/E2QjgXBCF5+XnjsFTOqN63UpFAJakKgsuPuKRB9RoVB0DH+0F38oFANamfTgdcaPYikNGylrXro7RnVsIuZ5NAE6uFR9Nm4Uc+2psVXhmtrm3ajQYNLUrmnYKsquiE2DtWnsUu9cdLx4AUr09uDIGje8Ib3+PQkKfOxftxq7Fe+3yEIWBi8KFemXpC4XSirw3D1++iuUHQ5GakVWYpG6Txahb2Q/jO7WEr7trPrmdxti5eVj5+Sqc2BYq6dIiJH6NBvXa1MW4t8bIHKpCqAaDk5gW365KkClzpqJ5TMqclBTQlPY9z+eQIqCKOXrx0dtbnZP+mi4uelHavxdF+puPz1uK0azQMxfg5+cLFxdXuJgM8HE32oB7/h7qHJWnCkvvzmjxWDERrJnlESxHRrgcYDkySuXb2EeAC+ulsCjMXLAG0x8ciprVKiEpOQ2zFq/DoxMGCegq2BgxoFaWpB7uwPFQdKl0yMziy71siLclmUoCLHLHxOqDIpIk7SabcWDlQfy+/CAizkba03x6gw4ePq4wuZrQYkBzDJje36YZBVw8fBFb5+1A6PZQAVtszt5ucPPzFDDmWcEDU94aDZ+KXjb5BivOHr6M+e+vhDklwwbItHDxcRcOECNkrToHYeCkjvYFmmm2fWuPYOP83UhJtQjplylPplDoVUhuVOv+TdF1RAfRflLAkhWbQs5g/fZjyI43i4eOeBz6OCvAT6tF5wa1MKRNYzmG4CcBIFa8P20WLNY85GkAnRUw2EjjyjhrMOGlQQgMCrAHHrjfrjUhovx+c4RNFkUNUK9xNfQb0x6evqx6zFdSvxXAUhfT4gAW79dtoeex7vhpMWiWfhfso0aDupUrYHzHFvBxd7Xr8HA7RrgIsEK3nrTb46j3j5qoqtO6Dia8PRZGo5MAphxa+dwF50iNdlmy8pAhAqUluUNLdx9iaGeDzmGdKgIgRux4jzFyVYpUrkIXtnPvYRw/eQ7tWzZEi8Z1ULWynw1gKbMRm5CMhETFoNzb0w0VK/iU7sD8jx6t5aNFAdaRH8oBliO3QznAcmSU/se3UfWe1GGgIefPK7bi+OlL+PztJ3H2Qjg2bj+IxyYNhrtbUQNppkmocK2E+G/fdEwJmBStrNS71KW607Hv5XeCFBKWmcJkCoUWLxtnbhauUmpCGszJ6criKLpIBrQb2gb9Hu8DL4IlAEk3kjD/1QWIi4xHWmIa0gmYbNsb3Eyo3qwWBk3rg+DWdRRQkWdF7LUErP5uI84fvYqUpDSJorA5GXXwCqiAqsGVMfGZPqgW6CMRA6acLp+Jws5VR3Dm8CWkJSmgjI0LuZe7AbWb1kCfKV3hF+CrlLFbIZykDb/uxY7Nx5AZl65U5rka4BToBWPDinBzMWJc55ZoUK1ivuq71YrrCcmYOWsTwmITwSQpwZVHBsDKQ5NWg8Zta2HE9N7IoRm0DTjwXjr++wWsnrMLiTEpcq16kw5GVyN0eh30Bid0HtAcbXs0sJlk5wOs0O0n8ctnq+0FFIylkXqjFoEEt6+HUa8ML1TlR/AYGn4NS/cdE5FSMJUpoM0GATUa1BGAxQhWfopQAFZuLlZ+thqh20KLfByoAIsRrIffH68oppdQyJOAxoVVkFqK7Cqcrfuhqdws3ifksRWX8iPepqAnn/GyMmxWxyIvLxcpyUk4dPQUjp++iFZNg0S+hpWwnK/f1u1C+LVYnL14FcP6dULfbq3vmwKg+2E+S9qHcoBV0pHj66Y48ZqSH698z7/ZCHCBunglEl/PXYGIqBgxmX792UkSqRr12Jt4+qERcHd3xoGjZ/HU1AfshtI3DwOPQxJtYmrWHdOFqvo0Fxza8dwvTcrbXXWIv5GMBe+vwKWQMJvVCu1u8pCelC7RKlcvV4x69QE07NRAFnte++7Fu7Fr4W7kZOdIeo0yBbSVkQiRwQm9H+mF7hO7wWBTYidx/tvnf0Li9SSJpGRmUnU8C+Y0CzS0Wanghf/7/hH4VfISEUl3FwOysnPx3XurcPXCDTlPamIazKzss2kCeXg647WZj8Ldy9Ve7UZu0e7fDuLQxhA5R0ximq3iUCn9dG8agEETu6Bzozow6PJ9xaLik/HDpn1ITE1H3I1kWGiZZPM59DYDjTy8MfWlwahSmdptNs2svDwBjatm78T5Y2FIJQBkNElLkKWHX3Vf+Ad4Y/hDBIAk7dtm3qqkJH+ZsQW/rwuxWdwoQTFnJ8DdoIV/dV9Mfm+CjL34M9p25n4xUQmY8dVKRB67qtgXuRlgaFgJTjW8odFq0atRPfRrHqxIVtj2Uz4q8nBi31n89O0qZFFHwmqFPisPnsk5cm7enyP/MQhth7RGBlPI9yAQoB7P05UaVVakOSBr8Ec8F6pIKTmSxelU8XnIzM6FpYy1vdgPynwwSpaZaRFHi2Vrd8G/gjfGDe0h85qcko6joRcw/7dNePXJ8ahTs0o5wCqFm6TlI8VEsH4sj2A5MrTlAMuRUfof3YYvrRuxiWLN06xhHYwZ0h37Dp3E0tU78MSDQ3HhcgQWrtiGlo3rIiY2Cc89OgoBlXzg6lLYA04dPgYNMiw5wrNyJBVCax2ud1R/Lqu0w91OLYndNy5GYeWX60TxnBfCvhWMiBBkjX51OILa1ZPDEyz9/PYSSREWRzwXq5sejTD4mUF2qxuqh//05lKpzivuG4jRnhfnTBdgoipWa7Oz8e9nFyBbUk1KiIbno70LTVeNzga8/OXkQlpNUZeu49fP1iApVkmtEAzSSJoRCYINcrvG/d8QVKjqax8qiRbsP459Z2mpQ5/DXLGrYVSOKkQBlbzx+KBOqBvgL1IS9J8jCIxPsmDZjK04c/iy9Is+h2by8+gHqNHAw9cd7yyYLqnPghwaVlpuWnoAIXvOIcNsQXJssl0PjAnL6oHemPTKA6hUs6IdOKr7J8emYMPMTTi+5zRikxQTbhkZ9qtXXTTv1hAj2jeDu0m5ZwsCrNRMCxbtOYw9IedgTs5QlOOtgGe8BbUSctG6YzCGvzAEmdk2dYpSUrbkfU+5AopulqUZ8t3e+ywYIM+Mxu1s1NJKM+fAXMZEfaXgRC9py4JDzHuvoIRNWnom/vnRj6hTIwCTR/cX54tyLtbdznLR7Vs+XAzAmlUOsBwZ2XKA5cgo/Y9so1aNqT62vOwLYVH49+fz8MZzE1GrRhWx7lm8YhuuxyTgyYeG4fMZv+DkuSsIrFpJKrQCq1ZEo+AaaNGoHvx8PIuMHDWQyMdiOkutOLvd8NJahIsNQda9ViWVyjTmWREfEYPfvliDy1Gxkq7SZVthEHElxThYANZrwxHcLkhOSZAkAOvQxVt7CRYEWFbgxK7TWD1jswMAS6miYtu99hh2rTmqgD6pyit8xeSHqQBL5TZRRHPBe8sE8BQH5LwreonHYa0mgbbFigDMgh83H8DF6Dgb4bzweSjR0KtpEAa0aqAYjdO8Wa+BE6x4fcpMicipfDyRtcjNEyFdvUGPx98dBd/KXoUWxhuRCVgxewdio5Nl/Lg/tcDE4NlJi8C6lfDAI90lmqdqwsm9nGfFkQ0hWD9zk4BcS3a2RPmyyD7XaODmasTLP05HtdoVBVAyPafYFhE0WzFrxwGcjIxWjLKTzTIXjAwSrPatUR0Pj+8FemfbLVlKCWBxNFWZB7Vfd7KhKpV724GDqMbtdGHgWCallW2EmRErku7J8SroU3dzVzlnB4+dxXc/rcTbLzyIagT3xegDqu847n+/6Ac6MOx/6iblAKvkw18OsEo+dn+7PbnQbdp5EIeOnZMFbsSALnBzdcbXc5Zj/PBeaNqgtiyM5y5F4KtZy/DoxMHIy82V9OEzD49AgL8PQs9dQXxiMnp1blUswFIHjelCRrJybEa/txpMSQMZtKKVJT5mf2Ioy6DjwueE8Bvx+PanDTgZeV2iIbrsPDin5qJSdBYoK+lXxRtDnxuMqsGKmjgBwbZ5O7Bl9lZbWlALPdXsXYx2q5u+0/qg1YCWQkLnIhAXmYCZLy1AWnyyhEe0OifonY32L3bKC7wwZzoMRoOdEB8VFos5H6wWYKGhlIMtsqbKB+gMTnj5yymFPNqunIzAwvd+LSQDoc6FVCn6e9oBFvlxVOCPTkrGzPX7cTUuqci0KREFoE2d6hjbpaXdD5AbWnNz8f5jPyogyVaRWfAAvKYBU7pI1aEdKOVZEXY+Cqvn7UFSfFqxVjVGZz3GPdkHVWvnL6ocA477jKd/RNy1+CL+g+wno2tDnhmIFr2aCr9O4UApZuQXrsfi6y17ZFxUSx4BXjm5YvHk4eKMd0cMkIjZ7Rb+e3lJMCXNKlZFz0vx/PyzG9XWWegg970TZTmsUnF4j4oMxdxHPL5WIlf0ULxVUwFT1PU4vPb+D+jWoQUmj+4j6d6bG7mjqzfuw9lL4WjVtB76dG1jl/T4s8f1fj5/q4eKRrAOzy6PYDkyZ+UAy5FR+ptvo6aGPvzmZySnpmJY387Ye/gktu4+ikXfvoHZi9bBy9sdk4b3lq93RrF+XLhWwADThj/MX40KFbwx4YGe8jsjWfoCfJ1bDR+/zuNTLVJ5dadGhXV3V/ryOeYVeKfj3c3vomZu1MJk1CE8PgWLDh7D0fBIRF66bssNWaHJtcIzIQfB0XnoOrYj2gxqJSRtLvTnDpzHptlbcXbfOdHAYlOESPXw8feEh78HRrwyHNUbVLMT3E/tOY3ZL85DBlNTkkID9K4meFTygcHFKGT44f8YIMRwAS/U2crKwZvjvkJqTLKks7idRyUv6IxGIa4zUjPlhYGF1MavXbyOhR+uRNz1ZDkOP/pVexP2sWJgBYx4biCq1PCFh6tB9MxI8v9+w16cvXbDNoy2EJqN+0TA8WCPNmhSI6BQCof9+3DaLDF35h52jSjb9JcUYBEYTXy2P6rXK0DCJ8DKzsEHYz61pxMLRugEYGk1GPLsQDTp0RhOjLIZnOBs0goHavPJi/j595BCumDkBkqcMg8Scfts/FAFIJdi5Kq4+5IFFtSW4tnvxavvbu754rZlipCgL8WsSJaIfAIFXQ3a2+rcleS8Op0Gvu7GfNmPYg6Slp6B735ahYG92mLlpn24Fh2L/7z6qKQGb45O8ePx1fd/EB7pwJ5tcepcGNxdXfDSU+OKBWMl6fPfdZ9WUz8tcmmH5/zf3/VyS/W6ygFWqQ7nX+dg6pefmiriV/qQKa9jyYx/wWjQSzpl7LR38NuP7+LgsTOY/+smvPHcJDGe5rbb9oTgo28XYd2CjxAWHo2Y+CS0bR4MvV7v8CBwsWLpfGJalkPpQn7I0hKDfnbmP8ioljIHTFNyDY1PzcK5GzH4etc+RbDSShuVREVywcqKNi0GBgVh0qAuIm1AFMHfV32xBldPRYhuFisOs0nasYGs6vUDMOaN0ajZtIYAH87LpaOXsfartUiMTkJ8VAKybYrs7ITB1YiGPZpiyBN9EEB9LeFeWxFxNkpSfSnxaUhJTLdHXTROWvhW90ODdkEY+URvGBiGs1UPMvV1aNtpbFt2ANFhTPcpU8f0lIebHs7OBnQe1hp9x3cUBXdJ61LdPj0Ts2dtRMiqEJu6NqANcIehRRXo3YwIrloRIzs0g69HYckOc0YWvvtkBS7FJci5OKZ+6YBTjlCi4O7jhqc/Gl9Ix4oRpKsXorFy9k4k2HhiEiVj5EirGFfXDKqMQZM6wtPHwx6dkwhWbi5WfbEWx1kFKChUAQXq2DOCNez5waLgroiVKjphrIo7eOkqvt58wB7ZY0DE7knNedBp8fHYIX8IwFIfKEaPaG2TTpX9MiaVF3yIOU/khbEVB/AYYXNzUbwNU9LvXaaBaUFvN4N4ld7OV5C+rZt3HcGC3zbhwuVr+OiNaejYprGAsoIAKzsnBwt+3YxVm/bik38+gWpVKsi1DJj4Mr587xnUrxtY6J1Vztsq/AovB1gOL2lFNiwHWCUfu7/snlyQo2MSpNSZK0/d2lWFO/Xgs+9jaL/OaBxcUyQYlm/YjUnD+6Cyvy92HzyByKgYPPHgMPj7eWPxym2SCnxh2lj5mleJyiUZFKYLGRVxpDydkSwXZyeIblAZkmsJrOjVRsFQpkCYnsnJzcXio8ew93JYIUFO4RTl5gkgqenngxd7dhPvOY5J+OkI/PTqQjvHidvRHkZd5KvVr4oJ74yFVwWFr0YQtnXuNhxafVhRLKfqeFqmRKfYTG4mDHx6IDqOaGcnq3OfdT9uw8k9Z4UjZOECnJEt+xCA0IR42nuj4B/obzf25XEPbj+NLb8eFCV2SjWoKuVcUD08TBg6qQP6jOkgqEQRw7TCnJqB3b8dQMjWUMTEp8Bs9zkENJ4mBA1vjmE9W6F2Zb9CfKi0zCxsP34Oaw+cRHJCmlRdEvEYcjSokmZFcGV/DJrSFf4k0xdYVXkNF4+HY/nMbYi8HCMRQQqyUtbBzccVHl6u6NCvKVp2DoLBVADcWwne87D4k5U4tvOMnb9nchKZL9EGI6n+wfcnwtsmuKp+bPD6k81mvDVrBSyJZlhZ0edhBNyN0LqQ86ZBs+pVMLVrGxso++PshRUbJ1rIKFzGsuYl8jlwNTrZZRhu9XyrWlgEntSK47NckrQhU6LuLrdPCxbsA0HdhSuRWLZ2N8wZmRjatyNaNqlX6N47cyEc734+D9MmD0GnNrShUip7e495Hv9952nUDKyMA0fPCK+vScM6CKhICZM/bk5L8s78I/dp/WDRCNahueURLEfmoBxgOTJKf6Nt+EI6ezEcKzfuhYvJiFSzGdE3EvH846MQG5eEzbsOy4vK08MVdWtVw9kLV5GamoEHx/bDrt+PY9+RU6jk7yMyDRNH9JaI1r2+jERzKI/+bDkSJblThSFf+uRl8SWZXsqRLOF8GbUw6rRKtCaLdifKDZCdm4slR45h75XCAEu9PRi1quPng7cH9xTdIC4y4acixD+Popw3k8jtHKen+qN2i1oSYWGF3MrPVuHKsbDiCfFaLTqN6YjuU7or0RorEHX5OlZ+tRGx1+LtgqfSXxvAcvNwxsTXHkD9FoECuEQwNSsX37zxC5IT0u3noRUMK/bolmdyNWDys31Rp2mgLK6k7xOUnd5/DmtmbhUgyOvJzMrJN5Km9lWX+hj37CAB3QWlEnafvowVB06I6nuWJQsZ6RYZE7bKbi545oEuqFM7oIjAbHRYLJZ/vwUx1xJF14tVhNyPx3bxdMaop/qgafu6oj1WeOGlJc8J+XMjIg7mFLPdiJogq1oVTwye3k/GnUR5FfCq5PgTO09i2dxNiIlKRHZGNjQeBmg8naHvWAP16lTBsJaNEVjBR7Dgvd7/d/t64bSz8INAS+5RcqDKgJ5Fzh25aQRMUgDgQEfJyyJIokUWnx1yxxxpxDMks9NCiNNxN2Mq74/cPOGGZmRaUKNaJWzfdwxtm9dHlUp+mPfrJoRFROP1ZyYKhYHbr9q4F6s2/46P/zkNK9btxqmLYfIu48fJsP6dEFS7WjkJ3jZx5QDLkTu4+G3KAVbJx+4vuWdGZhZ+WLQGAf6+IsQXn5iCT75bgqH9OqJru6a4FB6NFet3Y9wDveRLjryGz2b+guH9O6NNs2DEJSbLy4/8BS9PRWm7tBoBkzkrF6k2QdLbvZrv5BVYkj4xBUk1bjaqz6uLlgqMSMhffCQEe46eR168oi+lre2h6C6JbJQW7WpUx5S2LeHhqpSwXwwNlwgWU4qyiBe4KO7jX70CRrw8DP6BFewAawUBVsiVYgEZARIBVo/J3RUulRW4eiYCq77ZhMQbycXYuZAv5IRxrw5DnWaBcJGKLCckJGXiP8/ME37SzQr7zG4SIHXq1wydBjW3AxBG6tbP3oajW0MFyN0MGJmWqV6/Cib9a5Q9qslrZrRl5sZ9OHctxj4OBPpqMzg5YVSnZujfKkjuJ8VmRqkC3LhwDw5vPy3/X/UgVAVdeb7h03uicbt6dnFRtU83IuMx95O1Ep0jaGTUMMuPOob5AAAgAElEQVScpcyTXod+Y9uh65BW9lQj+6Lue3rPGWybtx3x15NEsiI5PUMqDznelRtUwejnhyK4bjUBESowK8n9dq/7cPrJzWIBSHoG7Wnu9Yj5+zNNTO0rPotZJQhFqdWGrElh2vBWz7L69iC/UhVbLelVqLSHiKhYzFywGv98brJYen307c8YN6wnGgbVlFQ3eVjPv/Ut+nRpiS7tm2Hu0g2YNLIvAir64NCxszhx+hIeGjsQXp75Ke7SfM+V9Pr+rP1aTykmgvVTeQTLkfkoB1iOjNLfZBu+gBKT0vDpjCXo2aUlundoJiXov63fLRV/3To0Q3hkDN7+bC5ef2YS6taqgohrMfj8x1/xQP/O6Czh9bJzrVdL5GkSTa6HI9++FDpkI/G2pAWGBGs0nHZ11iOT6bLMwuEAdeFNTkzHuqX7sH17aH6K0KSFtrEPtAGucDYZ8I/uXVDd2wv8+vdy1+PQycv4z7crEG/IQ55OC/9rmfBMzIaL2QqOZL02dTDm9ZHKuFohkZb132/E/uUHQY4JhUcpr8AoC7dx9jCh3+P90KRnYwXcWoHIC1FY8cV6xEbGSzSK4pmqvyG3oVbW2JeHokYj5auci6eLTouXHp4lBsYk3jMaphC/CYjokahF10Et0aF/EwFLbARj62ZvRYhqHXNTqPFWACsuJR1ztu7HtfjkW3odqlWHXi56kOBMyxVLdi5Wfr8VJw9eKrYKkH2q1agaxj0/wN5/dZFdv3gfju46Z5ddKPgIS4qvQx0Mmti5kOq77JthwdofNsk1KlIX+XchOVu0QOr7SC806da4iObWn/WaoJUTPwwYTWRE904R4Dv1k1wvF2cdklKz7tkjkdwtpg2ZYs7MKdo3KSBxdoKbSW8riLhT7+78e8E5S0xOwwdfL8TUMf1Rt1ZViaD+tHQ9zpy/ig/feBxMH+74PQRD+3ZC1YAK4kqxaMVWPDFlKHy9PRB65ors5+XhWqbvvjtf1Z+3RZvJRQHWwXnlAMuRGSkHWI6M0t9om6zsbERGxaKCnxfcXJxxIy4JMxeswtC+ndEoqAbik1Lx0dcLUTXAX0Lt5Dd4e7hj7AM9ZPuybrLI2ci06Raqnt8eZvEF7WIk+FBSX3cLssizYkSHURYS5+2VbQUuVMQ30zKx6KtNiAqPQ2pGJlItFrviucaohUe7KujZpTH6NQyWqjJeRVRSMn7ctx9h12KRFJ8qERhGsAwZuagebkGzmtUxYFpfeNt0n/j78W0nsH3hLlw8fNle/UbhTVcPZ7h6uqBh5wboN72fEMIl6pJnFRmCRW8txfmDF5BjyYbeZICzp6v4HOqNtMcJxMDHe8HTj+bJNoeevDz894WFiL5yA1nmbOhdDCJyarDZxbi6mzDhH/3gX8XHvrAwgnVi9xks/2ZDgWpIpZyejaAsqFVtjHp+sM1/UZk7WtT8uPl3hMcm5s9nQbK5RoN+Leqjd7MgiQIy+sFKxuzsXMz890pcPn2tCGhQIx8N2tTG8Gm9CkWwOCYLv9yAK2ejlTG6CXEwEtWsfV0MmtjJvh+J0QQqyTeS8PMnK3H5eLhN46tgyFEBoAMf7on2w9sJ+LhXMFNazxOjWUr01SqpaUdTcwXPr8hCaKCjWvotrHFK0l/yJp1NTjL3FE4l55LjxmfW1agTgFVWqVZxAFizUz4UqeweHnkDx89cxqMTBiItLQOnL4TJ3+RXNiT39ORFoUBMGN4bvx85he/mrRROarcOzdGsQR34+igG5P9LrRxglXy2ywFWycfuL7mnutiohN4rEdexYNkmPPvwSPERZMXN6fNhWL/9IOLik9C3exsxV/UoxmOwLAeAL2BLTq6kixwRWSQni9wPGkVnOsD7UBck/n0nc2kCnwsnI/DbD9uRlZUjQCkrl6RvW9rPSYvgdjUxbkp3mKhLJRIEefh8+y5cjk+QqFJ2ZhbSkmkNo+xTy+iO/3ugL3z9veyRkJiwWMx7Y6FUGlrSLUiJT1VAloY8cy06jmyHPo/0QoXqfvaXfHJMMjb+sAln9p5FckwK0pPMyrRoNDB5OKPloNboPKodqtWrAupgqYDj99VHsHfFIVw9d81GOFe0tlwreKJi7Uro2L+Z+AGq/CTux+vesyYEq+fuQGZ6lnoaAUNMVdFHcOiT/dCwfVAhgEV+zM8r9mDfxmMK34vX4+MCp1o+sl1FLzdM6d4GAT4UClUWL6ZruTBvXX4Ia1ceQgYxHL0OlfoAZUHWavDA4z1BkKXob9l8C/Os2LHqCPZsOFF8mlUD4W0NmtRJ9lH5TJQLibwah5VfrkX4yYii/oNyUqDfg93Re3wnUZyn/54j92dZPisFj53vH0gl+ByHieYcdg8XnY3XWPqcLmISPp+8V1gswTHjPWPUKRW6ZdlS083Yd/AUtu4+gjq1qqJN82CkpqXj0++W4ompw9C4fi2EhV/Hy+/NwOOTh0rq0JxhwbP/+hoPjRsAV2cTQk5dQEJisrhVVPAtLIRbln2/H47dZlIxEaz55REsR+amHGA5Mkp/k22kjDrVjIth16TShl+U385dgZS0dLz69AQBBSR/tmleH96e9JDLhYe765/6xcav8aT0LJFzuFNjNIpcDqUi8dbbE4yx3N2ckSNf03eKejFys3z2Tpw5aiOe33RogoSGrWtKRITpPP58LPIa5uw/hOy8fIV0yjMKt8hKrSk9PhwyEEY9UyNKlGXfb/ux9acddn4Tz1sQEAe1rYvxb45RIkq2fY6uD8H67zaIVITY4liykZluq1LUajDmX6PQemCrfKBkBSIuRGHNd5vFeJo2OumpmeJZyH4zitXvIQKIjnZfRAWUAQe3nsSO1UeRlmhGYkwBuxoN4O1pwKhnB6BB23rQG2lpkg92zhy8gPXzd+LyxWhYsm1EIb0TtJXc4dO9Dvq3boCOwTWLeAHyfly2/TDW7DiOrBzaSQPGbKBSMuCeq0GV2v6Y+EK+vZD9nJStuHhdSPwEqhqNVjTHXL2Ve5kgbtS0nqjXpLoUS5BcnZKRIxZDHA/OwYHVh+wkfPW+E5DgakS/R3qhWa8mMOmdpOKNhRllWdF6p/v+5t/ZT14X+Xa8x+9kZSMem256UWYvjRTjrfrLfklK0KQXcMVilXupPr6bceG7j7pZBoNeNPqWrd2JHxetxfLZ78LZZJR33zezl6NRcC10adcET73+BRoF1cTUcf3ld7M5U/hcTBuqIqYqqL+bfvwVt207sSjAOrCgHGA5MpflAMuRUfoLb8MXGEm+KWlmnLlwFWu3/I72rRthUM92ArCo0l47MEBSZD8t3YC2LRpIdeD9UqoslWrZVgFNJJnfqcmXuCu1gmjFU3hriVqZnCTyoBzvTkdTfrcDrCNXFM0rmw6TmiogwGrUphYGTuhoB1gHr4ZjwcEj8rVuc7+TYzGbRkCn0zrh46E2gGVLY+1eshc7Fu4umpqyVaoRuLyy9AU7WGIqbPUXaxCy6VixpHP2L7BJIB78cLKSCmMUKi8Pe347gD3LDkgKzp7ikpSNEhVqO7Aluo3LB1g8D70GP39pEXK4j5gvQqQd2HieqnUqYtq/hiteigUiEtTxWjVjEyLPRcu5E9MykCFjqOzXe0pnDB3XTak6LDAdBFTfrd+NqzGJSEvNQGpSuuKPCMCQa0UHn0p49BlbtaIqbmXb/3p4HFZ8vxURl28gKTa/SpKq9xVq+KF19wboOrAZ/Cu4SjoszZwNBgoJUDMysvD7huNYt2CvSFKwUdbBQ6+kz2o1q4lBT/YXWQ2OFSNtBPX8AKBH353AumN3XOlsRUkHVgHyPjfTjLqYbw69k5JaZNVrWSvFS4GBk1YKQBjNYrXyuYsR8v5xczVJMcbNreAHRumMiu2Zzs3D6MffwgvTRqNuzWoIPXsZH3y9CK8/O1GoET+v2Ia9h0Lh4+mBh8f3R5vmDYQgz+dl7pINIsT87MPDJfpVlrzU0rzmkh6rHGCVdORY1HQzQaHkxyrf8z4cAYslC7sOhIpJc5XKvujTpRWqVakoizi/2l5+93skpqSKmXPvrq0QVKu6ndR8P10OX/6slHJEK0u0gkxOsuilW3JFPJKyC0wFkQPCYznCnVEfDS68+zeHYt1Pu5AWlwKtkxP0LkYYPZzFP48Aq0O/Jug8oBmoRs517GJMHL5cvRVZqVmwcmVz0UHrrWgokSztYTTh7f595GtadD/zrNi1VAFY7FzBtVAFHp4VPPDMj08oAMuqVOet/u9qAVjUMyu4lwr+AhsHYsqHk2QfRgw0WdlYN3cHDmwItVf0qfOsktxrNa6OgY/2gpdNH4rA6MTvF7F2wR4BWDc35Zq0eOmLSfaolzp2R7acwPpZ227pdUiPwwmvD1dEQ21RLx7/bGQMvt+4166kTn0vAl0BqU5a9G/dEINaNyqkFM9zUstr85LfcWz3Wdk+KzMHmRkWEQll5KpG/QBM+Ed/1KztRzRpA0VKVFFMpX89iKO7ziItySwAi9Y4/I1j16ZdLQx4pCe8KuandZUoBpX+bQbNlMBwwJngj3q22DeS1kk0Z5StYMRWrfSjntYfEYEjqGIhCbluHFOaxW/adRipqWb06tIKLZvULQRWKF6cmJSKNHMGKlfwQeVS1KfivXL6XBiWrN4u3NIzF8PRq3NL9O/RVtL4nh7uQpdYt/UAFi3fgk/ffEJkHCKiY/HdnBXYeeA4Fn7zBmpUrXRfvi9L8/5qO+GTIoc7sPCF0jzF3/ZY5QDrbzu1StqJfKpjJy9KJUyzRnXlK6xgKmXTjsMwmQwCsDxsBOf7kcTJa6HBSkpalujr3KlxQfR00clXu+xrM/O9G76MWpF27Xw0NszdgXNHriA12aanpAEMbs7wqV4B1YMDMHhSJ/hV9pbFluc6feQyZs/fhpSkdAgb2sUJGm8TtPW9oHPTo3tQbTzYvgXMGQoxn/tsW38Qizbvs4E/K4zmXHjH58CUreg+9ZrSHe2Ht7WnbAnKts/fgS1ztokOEJvJWeGAqemLjmM6oOeDPSQlQ0JxWnoWNszfgz0rDhXR2VL3adyxLoZP7y3XZ8nh2CkAa82CPXbifcHxvxXAEr2hGZtwYqcis1Dct5wArNeG26se1TFfuicEv58LU6xpCqBhji8J6e3r1cDIjs0LASyOYdSlG/jlm00S8ZJIW4HGfvpW9MDYJ3ohoE4luTY2u7RDeDzmf7VRChp4LAI0JU2rgLr6LWth7PSeUqWp8oYKPisq/4nHLEnBxZ3u6Xv5nZEq+mjyuZCPFBsnitW6ZS1Wyn6Te+XhZgDT5OqYcdxT08w4duoidu4/Lqm3B8f0QyXqi2k0OBByWj4MDx0/j67tm+LhsQOgo9BWKTWePzklHddj6SxgFRL8oZBzyLBY5HwsVjl/KRLvfjEP77zwEKpU9sOKDXsQFnkd2/eEYPVP/5Gom1plq967f7fUYdvxxQCsReUAy5HbsBxgOTJKf+FtGIaXF5xJMQou2PhCoEwDxff+CmFuAUpWRaOKKY/bNbFecaXmk06kF0oi48DzpSSmYePs7Th78KIstiSqp6UoYyqpseDKmPTPkahS01+sPbjP+RMR2PzLfsTFpCI+PR0Z2Yo1DkNp2komNBveDKNbNEEVL3e4uxiQkpGFNSfOYsupc4iKSUBaYrpEsTR5Vrik5qJGWCa6DSBZvaMouauggJG12S/Nw/GtoaLgzsYqPFYburo7Q6vT4sVFz8PP30384pLTciQCdXjjMaz472okXUuERucENz8PGN2cRR/K6GxAj/Ed0b5/M/h4mWScOd6Rl25g3qfrRGA0NysHRldneyqQkSG/yl545LVhwr9S+8ex2LvyELb/vNdGGM8HPOq9WLNxdUx4fUQhmQVG5mZs2INz12KLRvNsEaOuDWtico9WCkC1JRcJBMNOX8Oiz9ZJxOzmxhQovR8HTu2K6kEB9jkUgGUFdq8/jh1rjt4y3UrJjJc+n6gYWN+UllTPpfKfnI06JKfdu8xBab96mOakFRAjjnFJlj8kpUkumJzTlha++Zo4bwmJqfj96CmJWE0a2UeeLYqGHgw5gzlLNuDFJ8YiqFa1UgVYaj9UgM2/6b+6fW8I/m/6WHi6u+BI6Hn8sHAN/vX8ZBgNBrz0zgy0bh6Mk2eviM0OQSHnnB84b306F9UD/DF8YJfbGt2X9pyW9fHKAVbJR7gcYJV87Mr3/JNGgNEF+hcWly4khGQqkLwScnaS03Ps6Zu7BVl84Uaej8bcfy25ZYqLabvBj/dG7WY1ZDTo07f510MS8eHCwT8EWJm5ithiBV9PjJzaFcFNAwVUMG2SbDHjy22/40p8opSLpyWkCVGd+9LfsHONGpjapzPcPV3sIJl+hj+/uwRhJyOkcjAlLkUBBjYrmSp1KmHSu+PQtF1tEUxNpYRFHpXlw/HbRytwNTQCGWmsalQq44weLvCvE4DqwVUx5Mk+8PL3lHN5uemQbcnFiUNX8OObS5AQRVNoZScXX3d4VPKGs7szeo1ojWadguwLoLponT96BXPf+w0WGyDW66mSrxDNCVI6P9AG3UZ3LCyzYAUOXwjHgi37kcd0LhdmcrQMSvSVC1qn4FqY3L2lROYo58GiBrm+s1H4+b/rRWC0YFO/Lbz83THkoR6oXq+ynQemRh52rA7BnvXHbqmdRX7Zy59NKOSVeKtHgFlcb3eDVKgymuVISrqsHyclXahEsajLzo8Qc6Zit3PnEpKS9Y73N30F1erQ2x1FnQf1Y4+SMt/MXiF9fXzSYKnmK+voelJKGr6evRwRUTdQr1Z1HDt9Ee1a1Me4Yb3w46I1qOjnIzIOl69ew6MTB8ujcObiVfz78/m4eDUKA3u1Fx6XwWbCXrJRu7/2ajeuaARr/8/lESxHZqkcYDkySuXb3DcjwJcwX7Ikj7MMPcNis9ZhuT1L+/VK+oY8q2xbCkipXHKSKE5qumJY7EgjWIk8HyUAS/SxbtZT0mjgWcEdgx7LB1gpCWlYPX8PLp+JKpKi4jkZOWjfpzF6DGuppGoB7A8Lw7LjJ4T8bdfhshKsZcDFzRl1fP0wqU1L+HvYtK+sVpzddw6/fbpSIZ2Te0SeEeUjzNniydf/oR4YNq03Mvhv9KIm5y4nF/NfW4iroVdlW0bKSNrnMZwMOtRqWUtAmU8l73wBTmseos9FYfm3GxEXnYTEuDRYMljVyQiRBt4B3uj7YDe069sERlP+QkoQnJaUjk2/HJDqQ55LtcYx6AncDKjXogYGPNwL3v6ehcAOweXRA2exZOEOmGNSpTJA62GErrYPdAEe8Pdyx5TurVHVz1s0s1gFSG4RxSwTE9Lw28+7cPJUuBg8U3fMJRcw5kAsgGo3roohD3WXKB+bnfdlBU4euYzfftyBnCwl4siInroN/65SswKmvjjIHm270z3EVCZtl/h3piXXnpK8035l8Tt5iXwGmCIXwMeKTOqNmXTCPcvIUipcS6spKvPUuNKJ6K763N7p+Op2/PvwsXP4bOZSqXCmCruaiit4jMLp49LRe+C9ffj4WZy/HIl6taqKZdjuAyewcPlmfP7WU5ImNOp1mDCyD34/dBLb9oaISOmmnYfx5j8mSyVicX2907Xfr7+XA6ySz0w5wCr52JXveR+MAKMXXDComWQ0aGGhDlZWUekFvnr5Owm2UmF4BxqX8jUNBWC9uQTpTkAOK8YyC6S5APgEeGH4swMRUIuFA5CU4up5u3HlTPQtrW469GmM7jaAxXTYlrPnsTz0FBS4peA49SxMR9X29VUAlnu+uOjyz1chdOepIgrn3J9K6E17NMHQpwcgT5OvvH9m7xn88u9lhaJxjPpQa0sMlJ2NeG35KwofyrYopiebsfmnnWIkLSAtNxdZ9L6zEc69/D0w6PHeaNQxuJCeEQHW0u+24FJohEgfEJRlUgrCBpCr1PDFI/8croifFki38dpDd5/GpgU7kRyXhuT0TJgJeBjFctEjoEtdPDCyExpUrwQDCwQ0GgEwFJvlHB+8EIlFmw7iwpXrAiYIsMhhq5AC1PbzxqAHu6Bq7UqFVNjVyEn01TjM/2QNoq/EybhyTAyuRjh7OMPT1xUjH+2BgEB6bzrulcc+mWwabcQvf0alIflXrHS0WHJFTLcgjFIEVqkF5iS6c6wmvNfGYzKCTOB7t00FTLToeuXfM4X8PmFEr0ISHuox6XQQcvIiTl+4ipaN66JBvRqlRnVQ7wmei+nLF979DoN6tcewfp3wwVeLxGbs+JmLiLoejyYNamPxym0YObCr+BgyTV/Wkba7Hdd72b7d2GIiWIvLI1iOjGk5wHJklMq3uW9HQAks0fBWAVp3+gqXL3lnJzHIvZ1WlsL3suLIqTAsXb4XUXHJssjrcqzwTcmGZ4ZVuDhNu9bHgMd6K9WDtqjTup/24BD9+qzKQmx0d4bOqFiBuHk6Y8CEDqjXJFAhxKsA6wTBEncQqpaQ81V169p+vpjUOh9gERQtee9XnD90UYVkdkRGHhhbo26NMOTpgXCykYJ5PTsX7cLOBbtuSThnCuy1Fa/YU2Dch/6Ga77fjCsnwuW4GiIWqWBUbglKXnQa3hZdR3coBLBI8l/+405J26lk84K8KHK9XvzvJNm/4GKUHJuCtT9swaUTVyVKJh6EtsghgZhPgDeGTe+LwOAqdoK7gDYAUQkJmLF5P1LSMwUIpiSYRV6C4+pqNODjx0bA28etEKDjuQkGYyLjsOTzDUhOSENCbKpUIyrX54QqQZUwanpv1AyuXMgY+m4eCs6pRFH1TiILoRLs7+YYJdmW00+ww2dDjegWdxxHvQNv1wdV/NXDWQeTUeFc3U2jThWlEvp1a429h0/hauQNvP/aoyJyfDNg4X318n9mIi4uCc0a1UHUjXh4uLnilafGOxxhdLRvTNvHxiXBy8MNmVnZePfzn0TPzWQw4OUnx2LrnqNSDfnl20/Dzc35bwWuOEbtxxQFWL8vKQdYjtw/5QDLkVEq3+YPHwHyLyiKSmE/9eVKyQm+7FxvsuzhAks5BmpbOcJ1UY1s083ZyLxFST0lLE6FXce8DfuRnpqhWN3YvFG4bgQk5aCqwYRxrwxDRYlqaCQydHBDCHb8cgARF6JtdjIaIZt7VasAFy9X1G5YFWOe7G3npFAZ/tS5cCz5dQ/izscBToC2ojOc6ngCPkbQCLlvg2D0bxBs14ni4nJ0RyiWf78eac5a6LLy4JxlhY6i7zlWARAt+zVH/0f7yLnZOEb7VxzAxhmbFNAjoEThQanjSxHNl395sVBFX+L1JKz5fguuhCrWMQrIUv5Yrcq1CcAa1V6uSY38nfj9PFb/tKdYTS8eg4D05S8ni+SFys9hv66ejsQCRtnETqVoFaCnvweGTuuLwIbV7JEkNdrw5bqdopslpGMCM5telwJaNejXPBh9mzcoFIHivlnks322Ftcuxdqje+Y0hQNHPhDTilSM96noWUjZviQPBe89RnbIzaI0giP3a0nOw31MTJ+66JEm8iaOpf9EhNfohAzKW+QoUVxHG8edwquUrChJBIdzEXr2Cj6dsRhXwq/jzeenoH2rhnBxVgo71Mbt9h46KSbOn731JAKrVJS5HjT5FXzx7jMIql2t1FN06r0YcS0Wn8xYLMf/8PXHcSM+CV/88Cv6dG2F7h1bSCTw79bajy4GYC0tB1iOzHM5wHJklMq3+cNHIDomHq/+5wc89+hING1QWxbbOYs3ILCaP3p1blWkP1wI0i3ZEpm63Ze6uiPTIvQgJFGeKUV1HVFfpARYXy7bgcjYJImgMMWVIbpINFPWwFWvw8sT+qBazfx0U/TlG5j12s+ySKenZSI9JQO5XKRgleq8VoNaYcDkzvCt4GGvwKPP3sq5O3E9JhmJGRlKtEbSYToYWviie+dG6BMcBA9Tvg9kTGoqVv4egq2nzyMzPVMiSgZLHjzjs1AxOgv+Fbwx/PnBqBpctdCidO1CNL559FsBjJIC02nh7GISzhYXxNZDW6H/4/0KRXjInVo/ayuObz+F7AwLdCaDpM50UnmqgYuHC3o/2BWNO9a3pxV5CeeOheHXGdtuKZrKcxcBWLmsAozAQkljFpV1ENK9vweGFAewYMVLP60SAG5LtNqApRJG4f8WC7DyrLhyOhJr5uxEcnxaUd4cwZlWi0mvDEa1upVKJQXFFJqrSdGCIsi6G+kQRx7EgmlJR62jCh5XvCCNThL5Y0rREc4iC0sUKRDFmaCkjc9fbHwytu05IuKffbq2EWX1goDtekwCXvvgB0wZ1Q8dWjcULTnOe5+xL+CdFx5G4wY1ERevFGPUCgwoEdi7Xf9j45MkUsUKwt/W7cKN2ESRl6Ce1l+hGvtu56b9qGIA1i/lAMuRcSwHWI6MUvk2f8gIMGKQnmHB9RvxqFG9Mmb/vA6Hjp/F+68+Bi9PVwye9KqI+/n6eBbbHy6sXKzoX2i5E8nKFonh1zab2aLoUakA63J0HGau3isWLQUjKeQeEWCxSuitBwfAxWiQSBC3mfvWUkSeVYyJ+d/ZJJATkAkvygkDHuuJtgNaFIjYWLF81g6cOaJY8LDakB6H/CMgzsOE9756EB4uJtH+olhmmsWCVaGncSAsDJasHKQkpMKclilipoxVNcwwYFy/jqjbum4h0c/w05HYNGszLoeEITkuBbk2LTH6E3r6uqN5n2bo/XBPePl7FVJiT4hOwIpPV4sURGZaJnQmvaQ73fw8YXQ3oUnHIAx+tCd0bgSAyjioKu+fPDMXqTEp8m96VxMMLkbonY1ybdVZ5fh8/0IVeRyDmPBYLPvvOsRdU7SJCjbuV6GKL4Y/2x8VA/0V4ESRUyFUa/HEjN9k3tWauJu5Uv2aFRPBUgHWbBvAujlkowKsl20Ay2Zsfa8PBPvGdDX5WRTEvZkbVdLjs3suRiVdzaju3USgCo21hhEwLUxGLbKy827bP+prUZ1dhGxL2vEC+0l6Ps+Kc5cj5GyWoioAACAASURBVHj+ft7YvvcoHujfRSJHcxavBz1U//mPycK/4z2w/8hpvPnJHMz67GVs2H4QF8MiJbLFysOh/TrB06P0LL/U+5ISN2u37hcQ16R+bYcqJUtheP7wQ3QY+XGRc+779cU/vB9/xROWA6y/4qz9zfqsvlDPXgzHouVbUaNaRYwY0BUGgw7P/etrUVdu2rAOHn/xY6xf9LFdLLW4YRBF7jwrktKykM2U3h0aQQkrnejSkZTGikRlUT98PhxLtx8Ve56bF3r+zlQAAZYzAZYIhebhk0dmCAiRIxQSx1QWgY7DW6P7mI62yjUKRufh4+cWiIG0eg413SXkbZ0WIx7pjrad6kGrA5JSsxEWn4Avdu5Gdp7CN2O0TI32cDGq4OKGBzu0Qt1K/vYvd27z68fLcW7/BdHLEr/CtEypONQ4aVCvdW2MePEBVKxFLS9bisOmFL/on4tw+dgVkOyedCM5X9bBzRlN+jTDuFcfQKXKnqIBRkkMdS5XfL0OobvPITYqQaoUCY6YDvSpVRl+lX0weGpn1AwKKExwZ2VoSgaWz9yGQ1tOKmNCaQGjYiat02vRvHtj9J3aTSJoquioh4teOHgLdxzF9oOnkXMtFU5VPaB1oW2PBjqS9jXA4306oF5ARTswk2kiwDoTiTV2gFX4huGYUnl/ogqwKKZVio2HowgnwQmrYh24ZW97dm83HXJzbWT6UugnARv7x/ktrn96pr/dDFIpeC+Rq+KfZeVZjIiKxffzV+LtFx5CdEwC3v50DqZPGSbiyIyikn/14rsz0LFVQ/Tt1gazF6/HqEFdULmSH5au3A6jUS/aWjenGktheEDaAr0u9fqSpUVLow9lfYxygFXyES4HWCUfu/I9S2kESG7duOMg5v2yEY+MHyRaMqoB8rnLkXj/y4Vo2qAWTp2/iskje0vVjrubi6QGin0x0z8wNxfxyVnF+q/dvA8XUfoX8pzJadkSycqwZOPtuWuRTkmCnDw46bXC45EKOw2r1vR4bWLfQgDr8+kzkZpktskDKBVsKlG9KMAiOLLig2fmFauxJXpPWg0GTuiA5p2CbARpLU5E3MDHW3cq2kXFcJS8nZ0xqXULBFeqqEQTrMDVU+FY9eVaJFxPLFY6gkTu8W+OFp89NRVD4HHx8CUsfnuxXL8amcqk0GhOLpzdTeg8phN6PdRTgCAjgS5GHRJTLeLlt23RHkmpUgKAYyK6VPT08/PAqP8bjGadg4vwmbIys/DTh2sQdTVezKQJBFWCPEVj2/RogGFPDZD9GLlgKoucnxRzFhLi07Fr2QGsXbIbmWr0kvpeXWvCGOAhVYcvPtBVKkgZ5VRo8bZIY04ufvpsNUKiYiRy4pIFuGYBerHXAeo0DkS/yZ3geRNBvpRufzkMU4aUNaAdFL037zbyxCiep6tOUt6MhpV2E4FSF6USMc0WGWM9ha+nQUB5aUSubtdnfsCwRUbH4Z3P5uKZh0egUXBNEUqe/+tmnDx3RQjxF69cw9bdRzDugV7w9/MCP9q27DqCCcN7w9PDBWnmTLi7upQ6R6u0x/t+Ol6HEcVEsJaVR7AcmaNygOXIKJVvU+ojoEY6UlLTcfpCGL6fv0aMV+vXq4Hk5DTEJiTJOStW8MHMBaux50CoqCRTTZtfpPXrBKJ/jzby+81Nqd5TIlmp6VywHEuVMM3EtE18SiYOhYZhyabDiCEvxybGSa6Su6cJ7u7O6NasLnq2CJLoCK8lzWzB0tlbcPjEZWTrlGpDEs/dMvKgZxREq8XQp/qhccdgARpy/bl5+OT5hSIsqibDmEZj45c59xn/bF/UCKosfDEa9567EYc3V28VH0G1X+r1EwB6u7hgYuvmCK6YD7DCTl0VgEXC+s32Mdy3IMBSOSQEUb++vwxn9521AcDCo8zt/Kr7Yvq304STxWbQAbkZFiz7djNO7DlXWE3dNoasVOw5oTNa929+k8UIcHDrKWxddsAekaMQak6WkqLlvE9/b7RoUdGgmRV5BFmUPUhNzcS6H7bg9IELsGRmI8WciWxGHnltHkY0GNIMox/oBH9PN3i6GpCdq0h5UMorKzsHp8Kj8cueEISHx4p3oaQ0c4BKaUCLWtXQaVBzVK+rcO1KQt529OFR5A2Y3rNK/xz1NCTQdHOhY4Eiw1BWjf2z5lpwKSwKnh4eCKpVWe5/ttKOXhV3DRwXjj8lESKiYqTacMe+4zh66gIemzAIZrMFew+GIvJ6LDq2aYwWjeph046DIlT62MTBOH8pArMWr8MTU4aicXCtMp3LspqDP+O4HYcXBVh7fysHWI7MRTnAcmSUyrcptRFQU2Cnzodh9aZ9qFLJD/17tMM/P5qFwb3bI7BqJWzdcwQ34pJwLSoWw/p3Rp2aAXjns3mYNnkIgmtXx5WIaKkimjiit+x/u0WP56OCu1kVJL3tlVhFfPH0pWj8vP4wklIypOQ/NSPLHi1ydTWiV6f66N+2ITyFd6RILWw8dAa/h15G+NVYZJhJPFdiJF6pOaiYkotGbepg6PS+MNi8AhkpOX/kEpb8dz3iriXaeEMamNyd4VbBEwQijNj0HtlG+C1c3Bh9iYxLwowVOxBx4QbAisEqrtB46qExsSxegypenniiU3sBWmy8fjWCJQDrpqowEWH1csHoV0egWv2qdpIutbF+ef9XETQt1naG4p9OWry24lWpCFTPlRqbjNUzNuFSaLhdWNQe3RAVdg26jGqHLiPb2yNYKtj+5rWl/8/edYBFdW3dBUxh6N2OqGAviBUFsWLv3VhiusaYHpOYlz95Mb1pXppJNNHYe6+oqNixFxS7WGjSpwPzf3vfucMMoAyIxiT3fF9eXuDce8/d9zJnzd5rr8UyCeK5rB8VAc7IfmHoOjCMZTboPvJYnd6ES8evYsMv20EiryzrUFjI4JoQFinAt4hsiD4Tu7K4KAEC0TOQ3omLdzLwZ+wRpGXnsV6XQU//GNk829lZjmc6t0Or5nUrvfX/Xq8hARXSahMaMErXdLM+lu7FWe7EQqskrvswBwM/vR77Dx3FidOJzG2KKGa4LT47MbsqKO9Xbn4rJ0/NnKuLV24iJ0+D6M5toFHr8M3spXhyVB/UCayGQ0fPYc+hU+geGYYuHVuiaoAvnnz5UzaOfn7cAPTq3FbKYtn5skgAy85AlTJNAlgVj510ZDkjQB+6Gq0eG2IOMDeC9GsuXruJ3758Exu2H8DPf65Dh9ZNWcyvSoAPTp29hJ/mr8Ubk0biTspd/LkiBivnfAhHBxIUNcBZScrhZXNiaDPO1hhYRLE0PpV4G/S73Dwt1uw8joTLd5jDRT8jrpNGb2CSuZ+XK/p3bo72ofUY0BBeSUq5i8U7jyE5M5c3aU2WmrsI6Ze0oRMYG9KjFZxdlbxeOid5G276dQeyM3IFvSaz7hJtRq5+Hoie0AndB7WGv6+LoFJOG7+xEEt/3I6z524gNTNXuBeSr3eTwamlHxQ+znihYzgaV6tqySjQnJTMbPy2eBtOJ6fwMTJ9IfxTDPDKzGfg1ii8AXo93wPuXu4WThRlsPYs3ovdC/eUCrCoLNimXxv0fD7aRmuLeFprf9qKpIQkFsuiLFFxgBU1vD0iiwOsAhO+mDqP+VrFAZawSYPV7/uPaAuNIR86g0BlJ/AXt/oQYlccYKJ/ibKpowOCGtdC/0nR8Pb3tNwfYUICrn/siMeOU5cZJFt4cGQ5xL6ODmhRpwae7NpO8B+sZKBwvz8fseRH18zRGGHWdbU5hEqCNI++QJRivVjOv86ypzP4UzhC4WhCdq4an3+/CPXr1sKwfp2YiE5rpS9O385ehrSMbDgr5Phs+vMMeCp78BenXDU3j5BH4IoNu7Ev/gw+n/4cFHI5jPn56Dv2bfz0+WuoV7s6vpuzksuIjUOC0LVjGEKbEim97M+Oyl733/F8HQeXksFaLWWw7HmWEsCyJ0rSnEqJgFarx8zfViAlNQNTnh6KGlV98dRrX2DerHd4E/7vzPnw9fLAS08NQaFJIG9P//w39OnWDhFtm+Orn5ZiRP8oBNcpkh+wZ2Ei6TybyoXUjXcPbR/60M7K1WD5lnhcup7KoprFNy76UI5qUx+9I5tabFZiT17C+gOCsKjIVTJXxHhO87rVMCyqJdxdBD0fg96A5V9twJWT14S1FJqgJW5TQSHPJymCp/4zBE3b1OESmJ6V6U3YseoIDu04y11n2Vot8gzmzJqjA5xquGDqawPRoFoVBgPiyNbpsOL4KRy4eAUZdzIFLS9iIJmAwMsahNWogf4v9oF3Va8iAEEdaFlqXDp2GXPemA8DiXWSd53cCe5erlC6KODm5YZX5k2FTCEYBzMoIiCaq8WWuTsRv/ko9DlazsjJVAo4sN6VI7yreKL/5J6o3bgoWyZmsGa+uRjqbLLUIfKTUCKlIRD+HTBwbAcusXLMzPdYUYDF1zSZsPLAMRy4cN3ynK0BGl23Uc0qeC66wyMHWOLzI0BDJP9cTZHFEz1ddxcnbrTIyrWPZ2jP30lZgI+yap6uVPAWsrakpL5mcxzOJV7H1GeGsmadkOUyYPHqHdi04yAW//x/D00bSiwZ0r83xhzC7D/XYe63b8FFpcTphKvcVfjjp68y2Hr/y7l4fvxA/Prnenzw+gQ0CA7k+8hTa7jM2CikNgPBf5LFzYM+c/F4CWBVPJISwKp47KQjyxEBLlXdTMGh4+fQLaIVqyLTPjnh5U8wf9a7/MF241Yqalbz5/9PZZ67GTn46uel6BHVGt0iwixXe5BMQjapaBP/xszRsb4F2jSyczRYvjUeF6+nmjd3YYZYWiPz5a7hjdCtPVnDOPBGE3viItYfMHe9WZ2QMy8A6lTzxcguYeyhR+e5QV1rs7cj/Xam7cnNYII4RuPeHYQ6oXV44xfLXl++tghEBOf8itlOR2c0coeXUibDk2/0Q61goUtOHPuvXsPC+OMcTyIEE/GcSOu0Msp+vN+7BxrUq2mjiq5X67H5l604FXuW5+dlqEHm0pz9kjuhQbtg9Hw2GiFtqYurKAtAv7+deAfrv9uAM7vP8TGsfk+yDv6ecPP3QFj3FixK6ubtarNOKvVtnrcHceuPQpergZNMBrmLEs6eLpArZPAJ8MTz7w+Gg1nIUXwH6L4uHbuKdb9sQ1aaUF6k+xLFS2l9jcPro9dEwX/QQuKnzKTJhLWHTmHvucsMIClDKWJvcV5Y3RoY17ntXwaw6H5Yl0oh+AhScwMRzsUSaTn+BCs0ld5f+nskmylP6sosNij+mdl5cHNVQakQfn/kxHnM/HU5PnzzKQTVrGoxAK/QAuw8iP6e5y3bwiR2WseZxGto37IReka1xu/LtqBOrWpoFBKIP5ZtwSfvPMsaVreS0/H7kk3Ye/gM2oY2xPuvTfhHmTTbGboyp3UcVEoGa42UwSozcOyFer+aiT1nkOZIESglAmJWYvPOQ4g/dQH+Pp4sDOjiohSAidkCRQRYlOqnYzKycrB+2wH+Nhx74ASq+HnjhQkD2AajMgYBIiq5kVZWcYFH/vZtMGJb3DnsO37JUjISOhqFq7u5KDGoe0s0CyFQInyTZ4C1/wyMRjIJdrBwksTSVuPaVTEsKhReri6lAywzWhJkBxwZIQx/fQAatKnH16RN7OblVCyYtUUgfYvoyhwQzvA4OSCqTwt07BtmqcnR2hbFH8P+q9f5Xoon7mjz7FCnNp5o08oCIAjMXTx+GZt+3MKyDFwizS/gLBb9jrJVLXu0QO8XesLD193mkdC8P96cx1pgeo0eWrUeBeQ0Tfcll2H4G/3Rul8b1sSyBsl03jNxCYhZuBfJ19K461D4WHKAu78HGnVshMj+YajbhLJeZuFQcwZLp9WzjtimubuQkkTaWQK4clE5MY+JsoF9n+2OumxNVFTm43iQcvj121i08QDy0nMFcOalAlzkAqEdwKB2zRDVJNjm2Mp4D8t7Drpd6tQkcj91CrIkRnlPUoH5JB9BpVSFTOiiLW1YZ5JIhHPWnFWo6u+DSRMGPDJfPuHzppC/pF28dovNmDu0aYrDxxKweedhTHlmCDbHHOSGmo+nPYPjZy9h6Zod8PBww/mLN9hih7oS6XNIGrYRiBj4RYmQxK19SwqTHRGQAJYdQZKmlD8C9I3y0+8XQq3RMRF21ea9/O8nR/Y2Ayzq4jJh5PMfYtZHU1CregBveMSB2rb7CNLuZqJWjSro1K45SzI8SNaq+OppEyaQlZFbRF6nOeKmm5yWzVmsWylZRabLhHscHdCsfk0M7d6KNbpoUDffoVNXMX/DQf72bCIBSbkM7l4qLp+pFDJEt2mEyObBcCLOlgnQ6/RY9tV6nE24Ab3cEa76Qjibd0v6PWUMhr8xAA1aFwEs4mjNenupQMAuNig2tLaeg8MQ1T+MRVOFyqMJX+/cjat3BdFO6w1ZjGeDAH9MjYqwACzapOJW7MfuRXstfCjry9FxQc0C0X9KH/jW8OVfiWVRsuLZ9ut2i+wEASfx+xsd17JrUzzzyWhu8+cOOStDbcropd28K4A5Qz6MWsqYFcJJIUf3cZ3QdUQH5nqJxtDieZNvpGPdH3uQcj0D2XdzoMnRCUCJjLldFXjq/4aiTtNa/CyKgzp6RzfPj8WOzfHII84cATBnGeQhPpDX8UGdmv54tkcHFpOlUZnvYHn/oqgK6+2ugEZLHniOLAVCum0Pc9D9+rgrGFyVRT+j50H8Q+JC7Y8/g9cnjULtGgGl8pwEqyZh5fTeVmZcxb9hOr9Gp8eHX89Dt4iW6BoRht8Xb4KfnxcD57jDZ7hp5o9lmxESVBNjhvSAstg78jBj+3c6twSwKv60JIBV8dhJR94jAvQhl3DxOl58dya2LfmKP0xj9sTjy5+WImbp15YSIIGTaR/PRu/O7bgMKA5R8+ZhdCCJ1xAESQuRkaMvwb+h9SenZ2PhhkPQag08j5TbGwT549mhHZCrLRC0lEwm7Im/gM1xZ5GVq0WORm8BFDKZAwKqe6Nrqwbo3baxjXo7GUfPWb0HCRdvCv7OJsBNW4AqGUYo4YB6zWuj99Nd4VvNm5fLXXGGfHz96kKkXU/hnzm7uzC3iTJDBDpc3JSY8tEIVPUXsmRMjC40YUn8Mey9eBUmkUymEL6hi+XLng3rY0CzJpYMDV1rz9I47F4cVyq5na4V1DQQ/ab0gZ8VwKJYxC7YjT0L91qAanFgJlfK8N7at+HjoTTrNRUwn2zvykPYvXy/xYSa5QDMJTu6HvkOUgemVxVPmxIf8a9W/xqL88euWa5JPyOtLtJmUrk547VvxkDl6izYD1mhBJq3bf4eHNl2gkum2Xlatlri2Dg5oOekLhg2JEJ4N8zHVSYQKM+Hh4uSeFgyFs8lCh0bRyud4Kx0Yt021kQrzwntmEuAjp4TlcTvB65Iby7hUhI8XFUsyPrB1/PwxJDuiGzXnMtwxUdungZ7Dp7EnMUb0Ys6NFs0YCush5E5oowyra1agA+8vdzx7BtfgToQvdzd8MEbTyJXrcEXPyzBW5NHPxT/QjvC/LeYEjGglAzWOimDZc/DkwCWPVGS5pQrArTZHjqWgOUbYvHFey/wZrk9Nh6/LtqA5b98yABLLCEuXrMD5xKv4Z2XnuBM1aMaYgaENqc8XT4LKNImJf6csj9UxryTmsXgqWZVL3i6ucDDRcY6THmafNzN1uCnZbHIyFLzcRpSSKeSmBnA1KrmhenP9OX7pW/NBHwyctVYuusoLt1KR15WHtS5Os7aUEpCVQh0DghAZL/WqNMk0JKtoXLbqT0J2DRnJ9KTs2BkmxsHOClk8Krpi2p1q6Dr0DZo2Lw25AqhjMQgMSUXW/ecwta40ygkoU86qroLHLwVrA/l4eyM17t2gp+bm6XTj447uvU4Ni6OhVpH5HZAbjTxPzSoTNQ4oiF6PdsD7j5CiVDMGtwLYInAxDPAE6/Me4nj50ayEo4OrFO2c9kB7F52QFBFtZxPeBNEgDVgUk94BxR1AVJ2jDJQX06df5/OQwf0ezISLcJDLABLfL5kxTP7rQVmJfxi8gYODqjbtCYmfzKKNZTokVa2X6C977lKQbZMTuyxWVwXiyRFSJyUfPi0BqHb9UEHvadKpRM/H9KEE9/le52XuoI37TyIU2cvs2QCcd6mvzwW3p5uJbJXWp2BuVk0jzLT9Cx2xh3D02P6oGGwUMKt7GGd0Rry9H9YsmHc0B6c3Z363ncYPbgbO0UQGHwY16/s+/krzhfZvyTA2rteAlj2PAsJYNkTJWlOuSIglPo03E3k7+vFG+HiNTtx804qpr042vLBS/PIBmPN5j0YObAbqvgLGZtHPSjTQ5ws6jAUh7gRW0jPlkQG6Q45srXJ7viLWLbtGAMxcb54vMCLcsSMqYMtYoyUsdt94iI2HjormDoT58usFE/HU1dY37aN0SuiuSXjRT8/eyARW+fuYrsavc4ATa4ORqMgIUFdeX2f74HWXZqAMkTiHqV0ckTMmiM4GJuAW6lZyNXrhaURJ72WGwLaVMfI8DA0q1HdhlujNxpxJOEKVsQcREqaIPYqMxTCK8MI37v58PTzQL8XeyO4ZV0bHSsCPLcSb+OnybMtgIekHKhcytkyRwf0eLo7woe0F2xzWA3fEbSHb1m0DzsX7xPKmhzLojeANuyG7YI5o+fm7WbZBJnDl1+AL6bOL1Kat3pxxOwnAazm4UUcKrGceSL2LNbP3l6q8CqdhsqR0xdMgcpZxjY9edoCu0yPK+vdpSyVm0rG7wh5Ct5LhoGyfWRcTmU8Pct5PJgWFvHW2FfQzHWz534o63n1RjLWbt2HO6np6N+jA9qFNbaQ3ukcFHf6gnXm3FW8Pnkkqlfxhd5gxBc/LkGLRvVYmkX84lUWqLNnTcXn0BoPnziP+nVrMp9z4aoY5nh+/X+TGQxK4OreUZUAVkXeOOEYCWBVPHbSkWVEgD5U6YOL7FK4TXpcfwTWqMIftuIGSL8jTSuVs6AR9VcNAj+ZeUbWmhI3hOJrEcCL8C3bESYcPHkRq3ac4sxBcYAlKrFbAyzyNdxw4CT2nr4idAcWU/2kY+pW9cPkQZEW0JNzNxeb5uzAxfgrDDxE/op4LHXYRQxpi84jyOPQvGITcP7EVayfH8ecLSqBkZG0ziymRLY/0cPaoWvPUBubEzon8bV+ijuAXK2WBVDJroYKdo75JtS4Y8RLzwxAnRZ1bLzXxC7H1d+sxaF18ci9SxpdQqTIUsfDxw3+gf546puJXLaz3kBJxutOQhJ+/3A5Um+S4CoR4p2gdHNm70Ii1XccTPfXwWJTxM/HnMGa89FqpN4mAVXb7I0I6ia81Rc16xX5DwoZDeBkmQDLEe/Mf4nLXpRBcnehTFEhcjRFIPxhvauCBhZ15JmQxf6OZV+JOg2FzCUqTIBXyB3h7UaituX/O6S4Uobq/MXr7A3YuUMoyyWIwOXilSRMmT4LM955FmFNQ/gaNP+731ageeNgREe1xn+/nYdq/r4Y1j+Km1wq+/NAfEeoe/C1D3/E/2ZMZVmYh1GeLPuJ/X1mRPYrJYO1Qcpg2fMEJYBlT5SkOXZHgEtlWj2X/Vo0qcd+gbeT0/HJ/xbigzcmMqcj7vAp9hR7alRvKM0EYrsv8BAmWlvOZOYaoOdOvfsPJrefuIINu08w16n4JsgZGmcF3nuhH38zp3KLUg4s3HEMsSeuCBmsYoM2HZJ0eHFgpEWQNCs1Gxt+icGVk0InYPFBAKTDgNboNiaSM0MMIIh79WMMLp9JEoAOkbzYvFk4muY1a1cP/cdHCuVLMzIjAPH7oSM4fvMWk/fpGDKH1ml0DJY8vNzx+YC+cHVW2HzjJ9X3bXNjcHTLcfYczM3IgzZHy2uhTFCzqMYY/vYQeFfzFkCS+SYISJjy1Fj30zb2EczNJA0sQQFf6emCgHrVmH/V7/nu8ArwsuFRseyE1oC9649h63zifQnAWOGmgrObimUe3L1d8eLHw9krUQR1YgYr+UYq5k4XmgYoXhQCC+fPAQhsWAPj3x/Gz4HiRZwkyijRc81lfttDeBFZ3JR8CWWcySOl+vIOd7IQchIshOxdI8db4cQkeh5mq6nyXlssx/EpTMDbH/+CQb06cjcfSSicu5SEGW89ZTbfdmDLnQ+++h1vT32Cra8oozXrtxXIyMzBs2P7oVa1ADgXe9fKu6bS5tM6Kb40KptkXxnre9zO0alvSYC1Z6MEsOx5ThLAsidK0hy7IkAfXDdupWBL7BHcSb6LNyaPhIuzEmfOX8WWXUcQ1iwE+4+chrubK0YP6cat3I/bEFTb86HRUVnm3jCLNnj6/exlsUhKFuQBrPGPi0qBgV1C0apxLebJUHYgT2PEyt0nsflgguUDnsp6xEmiQarvfds1QefQ+pZsFGWwNs/dhQuHL5Uqs0Cbf3GARZvHkh+2WwAWbyRmVEPwhcBE07b10H+CLcAy5Bfg1VVrWR9K2CRt7594KmPCQhFeN0hQsTf/PuVaClZ9tQ5pN9I5w0aDgBllv8gaqGlEY/SZ1AvuZJZsBnMquSPrOa2atQl7Vx1mLpROrYM2T8f/n4BZUMu6GP/xGIsIKh1rKd0WmrBzSRxO7jqLm5eSoVMLHaEOMkf4BlZB3dAg9B0XAf/qAqgTh3h82p0sLPhsHZIu3mGARaU2AhlymQP8qvugx7hI1G9dr4Q8A5U1qRynNRRAb+alVdY7zObVKhm/e9oHsL2huCrljtxAQPY591N5p/t2cRaMuun/V9agOMcdPo2ObZoxYhsz+SNER7XBhBG9GNRkZuXghbe/RfdOrTFxZC8LIZ6M38kGi/wGO7RugqdG9ZEyTJX1UCp4HglgVTBwUomw4oGTjiyKAH2YpqRlCh6CqZmoG1QNXTq0hIe7oF11OuEKvv1lBWrXCkDfbuFoEFyLHe0fR96DWEKiDZQsSErLGongg353MyUTm/acxrXb6YywCk2kwSRH5zYNp0wP4gAAIABJREFU0LVtfXioFAxYSDohKSULy7bE40RiErRm0jmR0lWuCu4CrObrickDIy2K73QdyrDs3BCP9dvike9ggmOBCe7aQjgbTJCZABcPFXqM64QWnYVOQPHb+aaFcTgel2gD+gSdLRJHBWew+o3vxNkO8TlUBGDR9Y5tO4Htc3dAr7GVvaD107lrNwvEgKl94VPVm68vkvDJnPjTEV8jL0stCKcyYBOQqgNnjhwx4fPxfLyYXRIzUNfP3cSCj1YwGCNFcYPOyEKhdI8qdxVrbjVsEyzIT1gBBzo+7VYmdq2Nx/n4q8jL0kKdozGDLKBqTW8MfqE7QloGsR+keA/Wf++C8CcViYVMUSVwyxlskmI7xURbCcCNMCWJkxJXkN690oyjKabUtEHzxAxeZX6uiVQA+vcb//0Znu6ueOelMcjMycNP89bi8vXbmPnhFAsHisA5eZCu3RKH3YdOoXP75hg5sCsys3JRrYovc7oex8+MyozZ43iuTn1KyWBtkjJY9jwrKYNlT5SkOfeNAH0wfvb9YtaGGj8sGl6e7kzYFjd8vd6I9Mxs5lmV1l30OIaXtnrq3KLW+NKGCLyIwJ+n1eNWcgaSku9CpZAjqKY/ggP94OWqBCnHE6+Lsl1f/7GVPQSpBJmZq4HRnFqgDFbHVsEY3jUMvky4Fa5I14i/cAOrY48j6Uaq0D1I2lCFgH+WET4aE1pENWaVcqXZRJpLgYWFOLY7AYu/Wg99no5tapzdnOFW1ZtLXjK5A4Y+0wUhLWw7t4wFBfhs207czs4pypZR6UxAGVzefbVzJOr4+VoyWJT9ObHzFLb+GsPiojZaW3wcWNZhwNR+8K/uBXcXOXfkqbVG5Oeb8PHAT4UuSuGOLaEWBFeB/q8MQGj3FjZdgHTNZV+uRWL85SJ7IquHRBmr1j1D0eupLqWIiwL7Np1A3MYTTManWJF9EIEkirtPFQ8MeqYzAkPIz/HeGk00VylzhKtKhlyNgTsNKzoIrJG2FYmHVgZYs14HATdao0FfALXBrD1mnuDlpmACf+XlrUqPAL3HdzNz8O5nv/EXMZJ2aNW8PiaNHwg/X0/mY1HW9c8VW7F9zzFEtGuK6Ki2qOLnhfhTifjih0XcZfj5e89ZhEsloFXRt638x0WVArB2SwDLrkBKAMuuMEmT7hcBMWtiw2MpdoD4bfbvFElKqFAmK5vLT7YrL57ZEv+bOrCIQ0PZoMxcYdelTfzgyStYF3vCop8lwgmSQiAx0jZNgzCsR2smVAvgClCTUOL8zazDRaAiMy2by240SLS0c80aePK53oJ/mnmXJLByfOdp7Fq8H1l3c5GZmltUjnRRomrDGmjfvSn6jmhLiqac2RD5YNkZeVi96RD27TwDE5G5veRwqOECpzoe3KEYWrM6JrYvso0ROTfXzydh9XcbkZaexXITjlRyyxcaFmkjrBdWB0Nf7otaQb4MWtX6QgHYFBTik4GflQqwWIZC5oDxH4xEvbb1QbqkRRm6Qiz470pcO3PDAkTFpyOAIqB556YYMClaUGQ3I1Zab2ZaDjb8EYcbF5NL6HWRdruDIxA1qBU69mphc+y93lsqxamUZD5eyOU4ewjp1udydXaEs9wJWXlGFJRF/KvgHw8l8LzchGwcdUMS187DVWHJXFXwtOU6jGJPVk2HjifA19sT9evVZLBEP8/KUePbX1fg0pUkzHj7GQTVqspWThmZ2Xjvi7msqUU2W0dPJWLalNEIbVzvseBulisAf+PJUb0+L7H63Vum/Y3v6NEtXQJYjy7W/+gr/R0BlD0PhICAzljA7e9ih2GJ48wtc7RROisdORFDGSsCL2Rrwj5pa/ch4WqKhaNkfQ7ipLRsVAvDure2UYjfcewCthwhvhapMZmHlQJ248AqmNg73NL1RcsgNfRVszYg7UYGH6fXGaHXUvmMym4OqNM8EBPeHwZPbxdQBoPJ1NoCpCZnYcWvO3EnKQNZGg10+USSLiQkB5eGvgiPboqhrUOFzKTV4g35+Th7OxlL1+7BhZwMEEpwURfAO80Iz6x8+LiqMHhyNFp1b4Fcbb4FRIgA6/tnf8SdyykMtmRyR+4cJMBImTZ3Xze8s/hVqFRy6I0F0BmFbk0Cmyu+2YCEg1QCLaV70MEBbfuGIXpCVIkMlgCw9poBVilvgAPQuRwAi84gegXSgyfwaI9mlljCI/BzPxkGe97RsuaIGVEC/qRWbiosEKxvKtAtWNa17vd78YsYzaE10fXJ2mbmL8vZtWHKxEH8vOjvITtHjblLNuPmnTS8+tww5mteunYL23bHo1/3cNQLqs6XkjJZD/JE7Ds2qudnJQHW1rftO/hfPksCWP/yF0C6ffsiQIKkWXl6GCmVUmwQR92FhDPNmyXNobIPlWaI2K7WFeCPNftw/hplTUpej3hCoQywrCx4CgoRc+w8tsafFzr6zEPcUETfws+eGWjR2SKQknThNuZ/sKx0bS5HB/jV8MGwV/shINCPNzI3syjpyt/jcGTPeZZ04A69ggIBYDk4wNXDGWOn9ESdkGpWYE64kdO372DVqdO4lZmNvEw1DDo9jLp8yIyFCMgpxJTekQjt2hwmmZzBlTVJff/qAzi87iguH7vCNitkJE0SDa7uLqgS6IfeL/ZG/bbBUDnLuYRmJLkJ0oQqMOHsvgtY9NFyFBZQmc8EuUoBhVkWwMVThYGTeyEkrK5N5yFdm3wOtyzcj8ST1y2ZPevYypVO6DasLVp1amRXBqvoWDCxnNap0wvZrHsNSlK6quQwmoH7Q0pclbg8Efh93JXMgxO6S+179x/WLHrP1myJw7WkZDw1pg88XF0t+m/Eu5ox60+mFRBf85kn+rJBPGXBSLj47IXruHj1JrpFhrFfqTQeXgQkgFXx2EoAq+Kxk478l0WAyOrkX0gin+KgTZVAChGJi5eISGmbOrSICB175BLWk6RDKXUgAljdwxsxMZ4seWhQ1quiAGveB8sstjPWj4gyWJ5+7uj/QjTqNqttMTQm95wF/9uK86dulWqPQ5ymVp0aIHp4e4uRNWcjTCbMjN2LS+npFnI9/YxseSg5onRwwvt9usPfw1Pw+TOT8OnYhH0JWPvdRui1BuZuqTM1/G8qDVUPqYJR741AsBVJncCApysJbwLXr6RjzTfrcXZfAnJSiS8mZOfcArzhV9sfnUZ0QOsezUuQ1Om6FNdDW09h64I4ttQhIj1pbskUct7cA2r6MAfLn2yKitnr2PO6kxyHm8qJM46leQUSGHdzkXFJUWt4SFoPpSxULndkX0EqLdOgWKzYEIs2oY0QeA/PQHvu90Hn5OSqmajn5upsI0DMYDhPC73RgLVb9yPxShKbNNPfB2W1ps2YjdS7Wfj+45fZ5kYaDy8CUdGlZLC2SRkseyIuASx7oiTNkSJg5kVRVidbTQTtQhaDpDJHrtoAwz0INKzI7eIEra4Af244jBPnbzLJ16IQ7+CAan4eGNazNWoGeFuyCpS1OnP5Fn5aE8fmxzRc3BSWEppc5oierRuhS2h9S1aJM1iJtzH/v8vZzJoAAhHixUFAzquKBwZO7onARjX5x7TdZmXkYdVvu5B8LZ3vy/ILczGQwEtohxD0Ht3BArDYSshkwiur1gqZLiszac6umY2tx7YOQ3idIOGUIsAqNGHhB0tx5YQgnip2BjJQggPLKox4ewgahDew7W4zmZCv1mHrL1sQH3MGpL9Fsg6kcG8qJFDniG5Pd0P/l/qy9lVxkjrFPflKKtb/sh3nD1+GgQ2lTXCUO8G7VgD8Av0xckoPBlkEtsQ1l/flF70CyY/SWgFeBNwkw6AvJRNa3uvYO58kQuhdtfYV5AaKkxfw66KN3JgS2iQYri7ONiU3AfwACrkcSuXD6eATM5rWpb6Fa3agU9tmqFHVj7OM++PPYsbMeVg/7zMWfp23dCuOnrqA85eTsGXhF7w2aTy8CHTu8WmJk8duf+fhXfAfdGYJYP2DHqZ0Kw8/ArQh0N5IYIb4VRpdvtnD8N7XppKQm0rO0gyrd57E5aQ06M2gyd/HHe2b10Vw7So23KYbd+5ixfajSLiajDytwQLIVG4K+Pq5o12j2hgU0ULwUDNfmtZ25fIdLPo9BjfvZqPA0QQPdSGURvpHkGho0ysU0RM6WwAEHUr3QgDr/PHrKCDldkqzENvbDIoIbPR5ogOah4dYNIkEr8ZCvLx6HQNGcXCChARETQLZfGwrAWDxj80Ai5Tel326Cjcv3Co1aDSvRbem3HloDZLoerfO38KS/y6DJiuPGiptBFsJCNZoUAOj/jMC7n6CT6K1dhYZZi+YsRJJ54VMnVatZ34adwS6KDH63SFo1qF+uUqD93vjSDNL7uTIYJfWQWVj4lvpHmHmiroE6d3jR1qsJkjvC5XnNu44wGXXPl3bIaSuALyzcvKwbN0u5OVpWexzzJDuXKJ7FOOH31ejWoAvBvWO4JLgms1xWLgmBstmf4DEK7cwd/FGzrolXLyBnz57le2YaFB2Mul2KvO1aM3SqJwISACr4nGUAFbFYycd+S+MAGWeBONmwSOOzIrt4dDQBkdkaAImSSk50BqEbkAvNxe4uiht/ABTM3KwZucJXEpK5YwSdRpSVyJle5ycgBYNAzE6uhX8vD1sQNmdjGys2HMCl6+lIC0lk2UIHEwmBlc1MozoHB2KDgPawNXT1cZWh3SoYpYdQNy6ozBo9HCSyyBzlsPdLOtQs24A+o2PgG8VLwsw41KgyYRvd+3hEqEAZsxCCxwkwW9wSmRHNKwSUDkAq6AQ105ew5/TFzJAYrzAmTThRSSA5V3VGwNf64+gZkElDJ7PHUjEqpkbhaaBYnoIBD5qhFTDxI9HCertlURQoqwVdZYSSM0il4BHmLmi6xKoE7r1SudcUSzUWj0OH0vAvvgzbGcV4OvFJHOyvNmy6xAuXEnCf9+YiAA/yrA+fOIW6WP9umAD3N1UqFU9ADF7j2JIn07oEh6KH+etRd2g6txV6OfjgXHDotktgsDVb4s2YX/8afY17N21LZyVyn/hJ1Tl33Ln7qVksGKkDJY9kZYAlj1Rkub84yNg3Y1mzRWib/h1awsdS9aDS1vUNaY1Ildrv6WJmNXI0Qht+dbbFV2XSiJ7jyViy74zTOoWpRBEcjzNCQ4MwLAeLRHg48lLEvlQf8YcxqkrtzmjRGR1FvBk30QH1Knqg1dH94CLm8qG3Ezq6aSkfnT7KZZ1yErPM4MlB6i8XBHSLgQDJnRC1dp+ghyEeYgdYcsW7sbOvact3oMIdIWsgQDEgny8MTWqE5QyQXpCjCtthlwiPHlVOJsVQqV4UIlw+NuD0bBdA1t7nIJCXD15DQumL7RIO3AljzNmAqi7F8Ci9e5eegB7Vx68p3iswlmOt+ZNsdjjVMZL7+0mYyV1eq7OSifkUDn5ATSz7F2Tu8qJifQsPWEHJqJnkpmdy6CGSoIUr5w8DZ585TM8OaIXd+49Ks8+An2ZWXnYf/QMZ9iaNqyD9mGNuaS5bus+vPfKeLw4fSamTBiMsBb1kXY3Cx9+8wcMxgLczcjCuy+NQ9uWDW3eV3vjJs0rGYHO3T4p8cPYHe9KobIjAhLAsiNI0pR/dgTEUsmkt7/FjGlPoVXzBrwhTn3vOy6b9One/p7f3Gljz9VSp6B9prwUSTelExQKRxYxpUSKNXiizWXn4fPYuv9cCZ0mEaTUreGHYT3CEOArACxa6/XUDPy4fi+MJNppxYcSjyFO1IyJ/eGsEMop4iDO1upZm5BFZHEigecXQKsxWEpz497sixbdWqA4hNRpDFj603bcuJyCLI0WuTpBZJRAp6K2Oxp0rY/J3SMhcxRUwq0BlkZvxNq9R7Bh11HkuThAri+E/x09fO7mQwUHtO4dhqiRkVB5qCzH8X0WFOL6mRtY+N4iJqgL0iBCuz9hPxMcUa9VPYz5cBQci/kP2gOwnN2d8cZvkyoFYAmGzTIGyWqdILNBBHjiQukMZMVUSJJhlT4oHiTH4E7gyg5gda8F6HQGPPfW16hbqyqmvzKOwdWjyF5Zr0e0XaK/jzy1BiOe/xDvTHkCYc1DMPmdmZjz9Zs4lXAFcxZtRO+u7bB6cxwi2jXH+OHRlmaRSg/wv/CEEsCq+EOXAFbFYycd+Q+IgHWG6Mc/1iDx6k3855VxrEYfPeoNLPx+OmpU87/nnTKoMJlYPoC6Be/nXyiehPY99rSTO3L2y7qzkDaVuGOXsDnutEXp3fridGydmn4Y1t0aYBUiPvEGlu05ziKSNIpn5Ih/NePJ/lCZCcHife9efgBxKw+VLuvg4ICQFoGY9Oko5hFpDWYdKpMJezedwP4tJzlTRvesMxq5/KkvKICvjzuGPBmFBs0DLcrb4pq0RiO2XUjErsRLyMzMhTpHiwJDPgrzC+Be6IT+HjXQZ2xXuHm7WrhQ4r1QluX6metY9dVaXD91g8tCZDWkVCnZboisePpP6oHg8EYoFAn6ls5F4Nz+C9gwexuIA0bnJFkHEfgReGDtrPFRD8zBolIw2d5QzEg/zXo4OZCkh5DRo67T0mQ/KvpnRc+YDKlZnZ26NitwIvG9WL4+Flt3H8FH055GNX8i/RdlL8XTis+FGwUeoqaWQMg/jyvX72BI3044EH8WKzftQYdWTXH87EX07tIWKemZWLp2F777aCqqBvhI2asKPPt7HdKl68clfrVr5/RKvMI/91QSwPrnPlvpzu4TAfrQJpFDMqJOSc/gEgiBmzlLNsPH0w2jB3XHwInTsWP5NzYg4X5BFVXfrWSr7vsMxI2YwJnIzaFs1I3b6Vi2/ShSM3JLHE8bZ+vGgegX1QKuZoBA6068mYrfthwQMljFBnGhqGRHGSyy8hHBDvGQ1s/ehpO7zNkyq+PEzTmoaU089eEI1vQiIEgEbcrELPiOZB2SSlrVUEbJwRFtujRC9LB2NmCFANj1jAz8vO8gsnQ6BjlkCk3kc8pOETE5KqgOxnRoY9PFJ27kqddTsf77zbhxNgnqbDU02VruJCSQFdikFga90g9hUY24xKglwU/mWREoJIchE87uPYeVX61lU2r6GZUEle4quPi4o2mHhug2NhKefh4VkmcQQ0fPlEAOvQu0htIGxZb0sugffvYkoPqAf62EbzzN6uwVPdXCVTFo3rge1Botfl24Aa8/PwL169WyGDFbn5eeyY69x3Dg6Fm2vekaEfZQvQKtuw3Xbt2HuUs2oUdka0R1EBo9Zsz8Ey8+ORjtwhrxu/Oos20Vjfnf4bgunUsBWLESwLLn2UkAy54oSXP+UREQS4KvffA9uke2ZoPZxMs3MPXpYfD2csPM31agSUgQFqyOwdA+nTB2aHfuarqfN50YIFIcZ9sTO03lCKy4u8pArfsEXmht5Al4JSkNf6zdb8lI0fmp5OPn6YYn+rZD9QDyFRRgEIEyvTEfP6zejZPnk/i/lc5yuHkKbfc0r1lQNTzRtS0reVsAlsmE/evisXNRXEnRTfMNEcAa95/hbApNdiu0mVE35C9fbsSlM0IXYPFsGa2zWbtg9B8fYUMYJ+mJ5SdOYvflq5ztsj6OzkNAsL6/H16OirSQ/q2lHZZ/vhLnD15ksCQqwXP2xMERChcFpi1+DQqlnDM4VCajEiyBLIrHnkV7cGjtEeRl5kGTrUFupsBPkzvL0X5oOPpO6gkvf0+LMXRFNmgXhSOUCifkaowQ1S7u94fDZUQ3GQoLIBiLV/CvjDJX9GyUZpulipxGAExHsWTtLjZhnjiyF0YP7iZ0qRarNVLsf5i3Bpeu3kLNav6sV2XMz8dHbz1VKhiryHrud8yFy0nMzYpo2xRanQHfzVmJ4KAaGD2om6WjsLKv+W8+nwSwKv70JYBV8dhJR/4NIyCUQIDv567ijeO5sf0ZuCxcHYO4Q6fx6TvPYuf+45j56wo0a1QPzRrWwdbYw2jVrD76R3dAm9CG971r2iR1hgImMxeaSDG77G1TMOSVQ60xsvQDHUFghDNZ245aOFo1q3ijS5sGqB7gZbPpafVGbN57CgdPX8Pt9Cyh5Gg2afat6g7ibA2PCkMNPy8bJXYCOedOX8Nv/1sPPWM1E1x1hXDRmUAwTKaQYeDkaDQOb8Bq8cQpoo40UiCf881mnD1+g0t77PdnLhExCHV0QFhkA/QaGW6TTSC9rIXxR3HgOmW+SsaFliACLDZ7Ng8CVFqNDt+M/46zXaWCOkcHjH5vOELaBPPzJNDh7a6ATl+A65dSsOzjFUi5mmoRUhUuTwKljqjdNBCDXh8I72pEzi9ZCivrNad1E6lcoXBCZo6h3J6CdCxpZuWoC+wG5iLgJpBGvoLOigc3baaS641bKZj120ru0HvpqaFMereOSX5BARas2I6T5y7js3ef5ffwTloGXn3/eyz56X3malFsH2YWibtAzV2RB4+ew7L1sXhz0khUDfCVSoNlvawV+H2XqBkljtq1+z2bn+09dAqffLeQGw5IU+3z956Hr7dHiePuNy/h4nW8+n8/IKJdM7z38rgKrPTxO0QCWI/fM5FW9JAiQN+4b6WkoUPrpnjn418QWKMKXpw4mDdk4i69+9mvMBry8eqzw/C/39fAzcUZ704di1vJaTh4PAFtWjRASB1BJ6isQbpC2QSYDEWiovc7hjdKFxn7HWqNZFdjLm0xYV0Qh6A5RVY5AnjLzy/AvpOXsW3/We6iohJhrkbPGSL6p6qvByYO7IAGtavakJ5pg7pwMwXb4hNw+kIS1FkaJriTUbNnXj5qFyrQsVdLRA5uC5WzjK2AKDtHivWO+fnYtfoINi07BF22Bk4KGZSuzlB6uPBm7BPgjsETO6N6HVvuGinhb0k4jw1nEwQCvzkgZklPBmYtqlfFc+HtLUCQptCGev3sDSx4fwlLTxQfosZW1OgIdBoVYck0EvHdWe6Ia6euYdEnq5GRnGXTsSiex9XLFWM+GoXqIdXLDbAIyAlSCCQqWuS1WNb7Ufz3VC50VVJ2kMrFxGu7/xnononD5+Wq4OxiZQ7aJGMPnGSieM+oNlBrdfB0d2XwQiX1WXNWYtzQHmzCTO8jzSfSOfEVc3I1oI2SpBQou/UwB3XL7j10mv0727VsLIGrhxTssgBWbp4GPce8ia/en4y2oQ3x7a/LcSflLr754EWbFd1v3okzl/DRzPn8+ermppIA1kN6ltJppQhUagRoIydNnz2HTuHgsbO4cTMVf8x6G/OXb8WOuGOYN/Md/mCmeanpmXjr41/w5Iie8PXxxHuf/oZnx/ZH327teU3l+VYukt9z1PnQ6O3ryyegR7Y7VCqjzkTaZM2JFktGSgyOWDrLztNgzc6TOHvpllnwtCgzRBkJF5USvTo2QURYiA3p+W6OGj+s24sstYZBmlGfz+BFr9ZDIXNC+zo1MWFkZ3h5KKBwcoLGUMDgz6Az4viuMzi6/SSunL0JTZ6eyeYOTo4s6xDYLAjRw9shuGktKJS2HYsEGq8lp2H2kh3ISMnhW3HwUcKhugoOSjmDlCfbtUHrmjVsgA6XBAsK8enIrxgAlwawiHf19BfjGSTZWNyYTLh99jpWfrUO6XcySwVYdOyEL8YhsHEg87fsHbReD5WMfRuJzG5HsvK+p5Y5CWCN1k9+huR/ea/hopTBw1VWYTL7/RYiEt1JtuHmnXT2C3xh3AAWGv1lwXp+3k+P6cv2NjR3446D2HPwFD6e9jT0BiO27DqMQ8cTMCC6Azq2afZQgQ9dn96r8vxt2vt8pXlCBLp2KpnB2rmnKINFz3vVpr345cvXeX6uWovOQ17GgQ0/2nRz3m9ecupd+Pl4Yv6KbUjPyJYAlvTySRF43CNAH753M3OYo0EZqmdG98H0z+fgz/+9C7VGj2kf/8waO5PHD+QNnVSjP/nfAvh6e+L5sf0Re+AEp7nDmtWvMGmWSn1krWOvejdt70SSdnQq3cvOOuZ0fxnZaqyMOYrE66k2j4N+J/KvOrdugN4RTW1UzY9evIFFu45yScq6XEdAhgAeEeh/fGkwgzzKWrGcRKEJqUnpWDlrI9JvZgiWP6SIrjUg31jINiadhrZH74ldmAtDGSkafH4TkHQlFat/j0VKejbScnIF3hdZ2lRVQdbMBxOi2qNlzRoM8GgN4rF0OGWx1q+Jw+btR6BzdoBSV4Bqt41wMJejGoU3wJDXB7JZNAM38fhCE+ttrf92PXJSs8z3WxQqmucZ4IlR749A1eCqdmewCIdRCZIylGSHU3Yh2L6/FrprAlmUMVTrjNy5aa1GT2ehbBfJPViXUe07e/lnabR6ZGXnwc/XA3q9ER99Ow/D+3VGy+aCRVPSrVR8/uNiPDWqD1o0qcccLLVGx11/KzftRcO6tTB8QBT8fGzL2uVfiXTEXxWBrpEflbj0zr3/sfxs9p/rcTczm7P94oga8jLmf/cuatesUq55P/+5TgJYf9WDlq4rRaA8EaAN/O2PZ6NR/doY1DMCKpUSoyd9hLdeHIXWLRrgXOJ1fP3zUrz14mg0DqnNIGzJmp3Izs3D5AmDKuVbsfANG8jWGmEwFNpYu9zvXkjGgYyks9X5FqXy4vPp3JnZaqzacQznr6WUCrBoE+zWriF6hDe2MlsGjiRex5LdR3ltxflQtMkTYfqb5weBKnIiWCHwlXj8CpZ/tQ6FBUXAjLCMMMcBNetXw5jpQ5lkbwE5VMokm5rvtuLm5RS+H4PRCF2BkI0icBs9uA069wljrpcNQDKZWMV+z+UrWHXyNNJu3YVRb2RgRymj+pd0CPH1w8CX+iAgMKAESZ3ujQyl57/9JxIOXmCPROoedHRy4myVXCFH636t0HlsFJzdbL347vV82NDZRcYq/vaQ2cvzzopzGcC5CQBOTe8NZWlo7QSuVKQMX9L6piLXKc8xRGb/5Ls/MbBnBP/96PQG1qAyFhSyAjyV1EUwmKfW4mZyOmZ8Ox8De3XEsL5RnClVmLtYy3Ndae42JOXIAAAgAElEQVRfG4GyABZx9vLz8/H6CyMtCyWJm1kfvYRGIbUtP7NnngSw/tpnLV1disA9I8AdeMZ8JKdmQKPTo17t6lz2I/IrlRDod9Te3aJJMNqGNmJgceTEeWzadQhN6gfBWangUuKogV2Zb1WRTrJ7LY6updYXIk9rLNGxd69jWCtL5sgZJEMpFisMHgxGxB5JROyR82ZZAtuz+Xm5YmTPNgiq4VcEsAAcuXAdS2KPmoVOhfwLQyRucScxVCX+M7YX5FZdZMTR2vBrDE7GnhWsZsw1MbOIOnOBPPw80P+FnghqUqsImFFp8PwtLP4hhnlezL6yVm93dICnrxsmfzDUohZuAXWkgXQjCctPnEKuXi+UMw1G6NU6BnnV3N0xsWNbNKsXyN2ENlkzAOosNY5uOY59qw7izuVkGLQGMjDkbkMPP3eED26PTqMj4ObjZleXqErhAGelDGptfqnPpLL/PImXR89FayjkDkUqIVfme1me9VLGksrqB4+dQ6PgIOYmkmUNdRxSJpjWRVlgIsDvO3KGZVDatmyE8FaNkZGVg6OnEjGif2d4uJNVU+XyxspzH9Lc8kWgW8R/SxywI+59y8+obHwnNQP/99oEy8/C+7/ITQ/WGSx75kkAq3zPRpotReCRRYC4Ieu378PGmIPQ6vTo3CGUSxdiFxS1kv88bx3qBdVAry6kteTI38ITEq8zj6RhcC3UDayO0KbBdpeKynNzBIhooxQ6DO07UqV0hErhxATq4iBL5MqkZ+Zhw56TbAxtUYU3l8n6dmqGNk2DoFIqbDJYyZk5mDF/C/Q6A+s/yOROULnIGaDQOTo0qoMhHVswf0bcDAkcHY89g02/7ihV1oHm1apfBWOnDYaMLXlEGYlCnDxwEZsW7mf+TmmDsknTZo6DvJjSfLZWx9IO8Uk3S3DM6DzEDxvQtDG6N6hv4+coxuZ07Blsnr0dZAlEWTSDOftFa1O5KTHl+2fhV6cKx6CsTZ8AL/Gk6BlWpkDo/d4EylrRdXfujUdok7oIrFnF5j7te4sqb5ZOp2cART6FtLbQpiFMZqcvMHq9AbMXbsD1pGR06dCSwZWPtztzIN+cMRuXriThs3efQ3jrJg/l76vy7lI6k3UEunUoBWDtLwJY2/fEY+HKGOa20qCmh15PvIWD63+0kc2wZ54EsKR3T4rAYxgB2lBXbNiNlRt349XnRnBm58NvfscbL4xCry5tefMkgLVq0x6kpGXhxScHWcjtdKxGa4DKWVEpZcGywkNgif6hLj97Brm+uLvI+Rhr4rNY2qN/52n02HX4PC7eSGXQGBxYBZ3b1Ie3pysUMoFsLpZvsnLUWLPrBOITboDI7kLLuwMUKhl8/N3RJKgaBoU3h6+Hi01Wh0qEd66m4I//bUByLulImeCbKwAm0UOwdfdmGDUlGnoSJTUK90f8qbIAFgG5t0oBWCm5uVh49DgSU9NKBVhUAu3TqCH6NmlUAmDRejf+tBnHt5/ijJt1KVTQNAP6TOyCqFERnCW8l7eMYHtDAq0mZKntt0Sy59mWNYdAjLtKhnMXLuPjWfPx8jPD0Km9AHz/qiGCV3rqYiLq0tWbmDbjFzRrVAcjB3RFcN2aXO6ld+vn+etwOyUd+4+cwdo/Poabq630w191H9J17YtAWQCLOHcEqD6f/jxn/j//YTGoRPzZ9Odw9cYd3LyTxh2n95snrkQCWPY9E2mWFIFHGgHaxF//8Ce0b9UYQ/pEcvnoz5Xb4OPpjsF9IhkoUPbk4tWb+PLHJZg2ZTTq1631SNdIFxMxVZ7OyGUmM/+7zHVQJz6RqkmKgex1rKGZuOGxNIM5NUYbM2WjRLK4eAEq88QcOs9gjHSpSKgxT2dg7SyKUXBtfzw3JBJVfTxKHKs35GPHiUSs2XUUuXcJmBXCocAEv5x8BOiARq3rYvCUPkx09vZQMOpi0dWCQhi0Rnzz1kJo8/QWsEd+gcSFouu2imqA6OHtSxgKp+XlYfGxEziXnGIj7SDezz0BVqGJSfhz3pzHpcF7sdBDWtXFc58+wdym0vhuBK646cCx7KaDMh9iOSYI0hNgBX0STSWASMD5v9/OQ1DNKhjaNwr+vgJxnLSp7mbkMA+G3gsfLw/uHn1Ug0VGv50PmUyGaZNHwcnJyZL5PHD0HBas3Ia6gdUQu/8EVs2dwd2ilD2m50Ot+64uKkkg9FE9rApcp1v4hyWO2nHg/2x+duhYAhtup6ZnoU1oA3z67nPcdbp03S5siz2COd+8xfPvNe/z7xdhydqdgg6cycTvz7B+nTH95SLifAWW/pcfIulg/eWPQFrAg0ZAbNUmL7LgOtVZDJS69/7vy7lo1ayBBWCxZEOuBt/+shRhzRpiQHR4mWWhB13b/Y6nbFR2noENge3JZRHI8nCVMxk/T1dQblkAAmCp6Tn4c+MBpNwlGx4TZ57EciVt1t4eKgzv0RrBtYtKUaJm1abDZxlgEZhV52qZz5Svz4cTyToEBODZZ3tziY+zWWZfPLpGRqYWx3aexd41h3H5zE1Bb4tKkp5u8Krhi1rBVdBnTEf4Vy8S+hSzTbTm7WcvYF38Ke5U5DgRD0kpZHBcFHIMatoEnYLr2WawzABr4QdLcPXkdZ5rHWORAdQkshGGvTkIJHvgrKSSsaBDRoNsb6jRgMAnlQUf1aC1yWWO8HRTsC2ROCgmaXezsXjtDralGd4visFURlYuyObmXOI1XL5xG+9NHctZrrJKnpV1P9Spu2hVDJ4fP8CmLV+r1+OLH5agdo0qSLqdihpV/TBhRC9+N7Jy8nD01EWs3rwXz4zpw+KUj2q9lXXf/5bzdG9fEmDFHLQFWP+WWJT3PiWAVd6ISfMfywgUlS2ErjSDMR+9xryJud9MsyFa0rxL127xbhtSt+Zf/qHOIEttYI0pe4YgbCl07BHIKs9gHapb6fh5xW44QMh2WXPB7gWwCORcvZOOnzbGCQbUokioCUw4p4xFFV8PvDW8O0ssMCQw145ICuvcwUSsmb0D6mwtNBod9MRBows7ADUb1sLwl3sjsH41G99CEWDlZWuwfcsx7D6QgDytOftFACvYA7KqKgxq1hRtAmvB26WI88VgirJ5BYXYtXA34lYehE4GKA1FEIsj6OSAoW8MROOOQnmRhDsJUNGg2yRTZrUm3wK4yhPrB5lL6yBfQWtwZQ2ySGeIMrGUySJJEbpXAt3UEUvaVW+8MJKzW49yEOimIfId2ddz0SYuD02eMBBT3/8fPnj9STSoVwsXr97C/BVbcTv5LjekTHtxNDq1by7xsh7lAyvHtSSAVY5gFZsqAayKx0468jGKgKj7JG6uuw+cxPTPf0PsypncXbY//gx3L7VoXM/CxXlcvjETaMnOM8JgZ88/gQNXlRNLKZDfXlmq3+JjIlBzK/kuflwWe08RS28PFwzv0QohtavYkNSPJN7Asj3HLJ2KxflMBPw+nTgASnmRuCjNybmbgy1zd+HSsSuc/qdyoWhTQ+vyqeaDgZOiEdS4lqUD0AKQCk2IWXEYx/YlQqvVgwjvunwj8k0myF3kGPdef4TVrMn+iqKau4WXZuZ+xZw8h0Xb90Oj1nE50zPTCP9kA5wLHDFoal80Cm8IuUowwGbdMAeyvZGxn2F6tuBl+CgHdY16uskhL4NjJd6nyKsjEccvf1qCL/8zibNBfyVHi+J18UoSXnx3Fr74zyQYDAa8/+VcrPn9YwaGfyzdgtbN62PbnqMsj0J8SJJQeVz+Hh/l8/47XKt7uw9KLDPmUMmf/R3u5VGvUQJYjzri0vUqPQLUuk9livXb9uGp0X34/Nt2xzPBsl+PDtiwfT+uJN3ByP5dWL/ncRsEOAh8ZOTqSwhh3m+tHi5OTCQmo2D2H7zPoIQSmRGTfMXcNQdx9kpyidk0p2aAF8b2C4ePZ1ErPWUjjl5KYlkHEXDYC7AyUrKw4ZftuHYmCZQbIokGc7KDr0/lxcgh7dBpmOBbaA0GNXlazHpnWQlpB7pTmluzbgDGv9bHAiasBTlJO+u7vXtxNSOTu9uy0nJQYCggxj18MvLxVLcIhHcLtcma0fGuzk5sr0P3qZQ5MofMUEZsK+N9Ev0TfdyVzFGyV8WAnsOFyzfw3udzMf2VsWjesN4jadQo656J9H78zCUM6h2JfUdOg6xQqNtw+fpYPDe2H5s1b9x5EEt+fF8QpbX3hsu6sPT7So+ABLAqHlIJYFU8dtKRf3EEWPZAa0DckVNMoKXOpYkjenGGamvsEcTsjYeHmxu8PF25synAr2Jmvo/iNgXA4oAcLam+F4C8DO0ZBAaopERdcPcCWXKZYMFCjKtctQFHE25gfewpS8mNrsOGxW7OrPjeqlFt2+7BQhPSc9T435pY3M1WM0iiDdGJVNg56+MAP083vDW8m6Vjkc5J90T+fyLA4us4FBH96b/JULrz8HCEDyDZDCuAVVCIvZtOYO/mk1zqswZ0dBzNJZL8tJnjbYjxIl/sfEoqfti3n7l43K3J3FkTjHoDnJ2VGBPWEhH1BO0msaOQvAAJ3FAsqXTrLCfNKycYjYXQGB7cCudez5P0w8is2YMzaUJsyxrkCVg1wJtLrV/9vAw+Xu547fkRkFOJtpTjCSRT9qiKnw88PR6+DpXIi6T7IPsTMvmtV7saJozshZu30jHrt+X4aNozXOYkg2hpPL4R6N62JN8q5nBJXtbjewd/3cokgPXXxV668gNEgD7AyaZj085DMBjy0b1TGHcFiqWRY6cTuSuFbD0aBAeyWe3fYVAJLU9fwKa/YkdgWesmMjZpZVGpkTzxrAcBMOIS6fQFZpBg4s7By0lpOHLuGm6nZrMAazV/T0S0DEGjutUsGRBrGYgrt9Ixd8N+XE/O4BIfARyFswzuXi5wdZZjYPtmaBUSyB2EIriif+dm5GLLvFgkHLxYpNHlAC7FUSbLw8cNvZ/qigZtgm1KhBSHvRuPI27zyVK1sxhgsXbWeNbwEofAxQMWHDuG/Vevlei2FEuJ4UG1Ma5VGIMRAqCuShnzmNhT0CqApHtF1jSkAP8gZs73eoZ0H1SOdCNwZ6f0At3j9t1HsXnXQSa5k+4QdcVW9fctcQ6ae/n6bazbth8nzlxE7VpVMaJfZ4swaFnv1oP+nq6/59BpkH5Wlw6hyMzOY7PoVs1CMLBXBNvt2AMoH3Qd0vEVj0CPNiUB1vYjEsCyJ6ISwLInStKcxy4CtAE/8eJHmPrMUDRrWA+uLkobkqzeYODsloe7rZbTY3cjpSyIMi65mnyodfaZRNMpFE4O8HKT8zGkGE9DLCHSuUT9LDHDQ/8m7S8DtfabTJx5clEpLP52YrmNwMqZy7ewMe400jNzodEZkZmn5awQJUqqV/PB6OjWaFG3OuQymY2HIK2B9HDWbDqEHQfOMndKlm+CT24B3HSFUJI8Q/fm6DImEgqVIIQqDspaXTyThOWzd6CgFG4akalr1PXHBCoRWmVAOHNiMuG7vXE4n5pmE12Rp0dXIYA1tlUYx4269ShrWBycigdzdk/lBIXCCZk5BtiZXLTrVSMJBneXorjZdRDIDNqA7bvjsWZrHFo3b4AxQ7rB3dWlBFH83MXr+GTWAnSNCEO3iDBu8CAh3leeGcqipY9ikIwDZTnpb3b5+t24dvMOXhg/kLNuErh6FE/gwa7Ro3UpACteAlj2RFUCWPZESZrz2EWASh68yYM0dcpW4X7sbsCOBZGJMBn+sjaMHYMESUmziUqFolcdZ11KaVAUgZaQrmGlUQtRXLwUzVFrddiw5zSLkgrZITa6sQwfDxcM6dYSjYKqM+ASN0xx7uajCdhx/AJzoLS5OnOpz4SAnAJE1g/Cs+8MhK6ALH8KYXIgFXlRnNQEdbYav3++DtfP3uS6osLFGUp3FZzkMri4OWP4891Qs16ATdZGvO7BG0mYfyS+xHq5HAggsm4djG3dEp4ucuiNhXbJMFBXHwmO0jPRGWzjYMfjsZlCpUjK/LmpKlYeo/uk8ufN26n4bu5qdG7fgvmGpImlMDcaUGaSRD51BiOee6IfE8mzc/LwxQ+LWS6B7G0e5SCdrkPHz7OBenBQDak0+CiD/wDX6tGqSLVdPM32oyXV3R/gEv/YQyWA9Y99tNKN/d0jQFhDX1CInDxBCNSeQbYqLExJ/Kdco92WPKWdm85xNysPK3YcxcUbttkgcT51DfYMb4zIVrZWNVTevHk3CzPXxDIQYP6TIZ/tamiQjtMbI7qhXjVfFtOke1XrCixg8u7tTOxYtBdnDyQiOyMPeq2RgZ2zpwvqtqyL6JHhaNCidqnSDnT+6yl38cWqbcjXCMeBPP38hE41lUyGpzu0RpeQIORq86E3K87bE18CWWRfROutiBYZXYPKjh5uCijZhsieq957Dj/nrBzWd6vm74v12/eje2QYvDzdcOrcZXzyv0V4+6XRCG0s6ExdvHIT3/+xBlMmDkZInRpcHqbno3J+NMKkYhbxwe5aOvpRRqBH2H9KXG77sY8e5RL+tteSANbf9tFJC/83RIDAgd5QgGwNKaLfG2QRp4m4QtTmT56FxMuiQR2GdibASoTTHoBF2cOubRqiZ4cmNkKfVA6auXYXbqZnc6axOEmduDc9WjZAz1aNWDuLgCFxkEh4le5z05wYHN95lgnu+UbyEBRUyqk02LhjA/R/piu8/D15zdZZM/rvvBwN9mw6gT1x55CZmSd0Pro4wdFfBa+WAejbpjG61a8HJxBvrfxvEWWflHIHjrXWUFAugEaEdsqakXHzA2Iry8LF2Or0Rvy6aAPGDukOT3c3PPnKp4gKb8HZKuLGGY0FmLd8C9LSs7iT79iZi9hz4BQr+tcNrIqnR/e1mwdW/qhJR/xdIyABrIo/OQlgVTx20pFSBB5JBDiTZcxHZp7Alyo+aKP2Iq88BxItFQAV26wonSCTOSJHXbFMFgOs7DysiDnGHoelDS83FQZ3DUWTejVs+DRUqnr793W8eZdmuUicHBFgMdGZslpyIfuWcOoGls/ajPRbGXxJ63smMKVQyTF62mDUbmwrFEvzdBo9dm84gWNxF9jYma6vMxphKDRxtqvPkFboO6Qt8gtEeFNxmEMNBFSSzdGQhlnZGUYWcnWTsVbYg2auSnsWrLCv0cPN1Zn5Tl2Hv4r18z5l7z+6XvypRHzz81K8OHEwq6hv2XUI70x9ArWrB2Duki1o1rgOhvWNknhRj+Sv+u9zkeiWJTNY245LGSx7nqAEsOyJkjRHisBfHAECKcb8AuSQ4TNZ65j3c8pUEUnaYChEbinK7qKMA5Hf7RUkFW9VbLXfezwRm+POMlgpPkJqBWBYjzD4erqVAFi/bdmP87dS7wmwerduhG6hDSzEejq3s8wBdy7exuJZm5F2K7NUgEXdg0+8OwR1mgXaXJP8+m5dS8OKX3ciO1Mwsba+uJPMAT7+Hug7piNq169mk/2q6OMl3hvxsiiTRXY6pYFJAjdkfeOhkpllFCp6NfuPI4A1aOJ0vPvyODQKDsTp81fw3udzMHZoD9Ss7o+vf1qGV58bhpbN6jMnavOOg/h92Vas+u2/KDQVcsZLIqDbH+9/8szo0PdK3N62EzP+ybdcafcmAaxKC6V0IikCDzcCAuBxQLbGwNpMpH/F/nm6gvvauZAGFkkBEOHdnkyLNcAiwJCr1iHm8DmcuXQbuRrBrkallKNWFW8M7tISvl6CrpK10CfxevadvYJlu46BRD9ZSNPJEXKlICrp5qzApL4RqO7jadP5Rvd4/ewNbPptB9JuZ9oAFjHXpHRRYtRbA0tksCiDc/X8HSz6fhuXFq2zX0T6J7UvLz93DBgXgdoh1Vj8qzJAhEBYF7Jw1MHJxtlW3oekceXpooCjo30aV5XxFlEszl+6gUWrdyCwegBItqRDm6aIbNccM39dwaCWMlsE2nt3bYta1QOQdCcNbVs0xJ5Dp/h5hTapBz8fwVBaGv/eCEgAq+LPXgJYFY+ddKQUgb8kAsRRYk9A0pnSUBnMtoxW2qJcFE5QKgQRTXtJ3WJpjgndGh2SkjORo9Hy6V2UCgRW9YGne5EHoEXaAcCJC0k4eu4ajibeRGaOhuGGk9wJrh7O8PN1Q3TLhohsWs9GB4mvZwKy7+ZixTfrcS0pFQZHExR6E2SFghgq/U+90CD0fborvAJsN/8igLUVhQUC74t1rxzFRJYDvPzdMXBshOB9WEkAi5dFHDgGvKQ5Rl2JArmLuFZeLnIQ9+pRj4KCAtxJzUB2jpovXb9uTRw5eYFlGl6cOIgzV4ePJ+D46UsYM6Q7vD3dcOXGbcz6bRU83FRMgH990khU8fOWQNajfniP0fWiW5SSwTopZbDseUQSwLInStKcCkWgOHdGPAlthGLGo0Inlg7iCNzN1bO8gb2DiPCerjLoDPbJElg/P0HNoUiaQIALtpYuIsDKzFZj8ZbDuHrnLoulEn9MZyD+GFhra2Dn5ogIDYGzWU7AVtoBuJKcjoUb9yEx4ZagGl9ogru6ANVyChFQwwcDJkWjalAVVnK3zq5QiTAtOQtr5+3B7WvpDLBIu1OsbBIHK6CmD4Y93Rm+VQUz5MrOzhCPjLwM88wlWR930hZ79OBKfCdE2Qrz40Pc4dO4evMOxgzsxjIJJ89dxsaYA3hubH+oVM744KvfEdGmGSLbN8eB+LOIO3IG/bqHI6Jt00qPlb3vrTTvr42ABLAqHn8JYFU8dtKRZUSAgNSwZ/8PU54ajK4dw3i2WqPlNvGqfj4YN6xHCWFEKaj2RUAAPw5MsNZQh13ZHGs+MQEO4gzpjaSxZT84s29V4I7BQ6evYFPcaRYlLU7KJ0AT1qgW+nVqAU9Xlc1p6dhryXexYOcRZOZp2KBZnaVBYX4BZ7aaV/HHmD7hqFG3Cqu4FwdIlLHRqfWIWbYfceuPw0RZPgdHKDxUgoaWsxzhPZshsneoxZansgEWrUnmSKKvClaIfxggzt5nUXwePYuDxxIQu/84c7FcVM5YuHI7i80+P3YAlq7ZgR37j+OFcQPQsmkI62bdvpPGWmgNgwOh0erh6uL8WAAtSe6hom9B+Y/r2Wx6iYO2nv64/Cf6Fx4hAax/4UN/FLfMQogFhfj5z3W4dScd7059gj+cbydn4KNv5+HJUb0R3qrxo1jK3/YaGVm5rHZ9v0EZIipHCYKi9qEs0nJycyaJAhPU+gK7wZk9gaT1bD94DjGHEkqVZyBAU6+WP4Z1b4UAb9t7I97WlvgExJy4AALn1ndDJTilzAlju7ZB09okaloSvOQbC7Dup604E5cATa4OuTk6XrKj3AmBzWqjXe9QdIxuLoB6c1KpsgEWZauos1ClkLHY6+M26AvO0nWxyMrOZeX9i9du4skRvdCicTCboyckXsPhkxfg7qrC6y+MtABRmv/NL8sxelB3NAqxbS54mPeoNxhxJuEq/P28UKu6Pz/3M+evICtbjY5SVu1hht5y7p5N3y0JsM588kiu/Xe/iASw/u5P8DFeP222pLXz87y1ePnZYWgYXAv7Dp9mI+ZpL45hMURpCPypHXHHEFSrKurVrs4hITPfS1dvYVDviDIzBpT5obIfaUjZB7GETBZxhogbRJkse8FZWc+rOMAqbX5wLX8MLQVgkbTDL5v2IfFOGqjcV/xeZE6OaB1SE09Ht4POKHgO0hC5WwmHL2L1dxsZ2BMHi4RNadCm7FfDG5O/mQgZ6U+ZCfll3Ut5f0+YjWx3SI+MZCish5jJq2xAV9410vxctQbJqRnIzy+Ai7Mzzl28Bn9fL4Q2DeZM4bWkZLw142f+m+3Yuimyc/Pw/e+rcS7xOob06cRSDvb6JlZkfdbH6PUGzFm8CRnZuXhr8mjcupOGGTPno3fX9hjSJ1LKgD9ogO04XgJYdgTpHlMkgFXx2ElHlhEB2lRS0jJYTXpAdEdEtmuGaR/PRqvmDfDE4O6Wb8f/9kASINgQcwBzFm3E1/83GXVrV8f2PUdw42Yqnnmib5mbiAg0qOyXmVeyLHe/+JLAJ3W5ZecZK8VjjwDWwTNXsGnvaWj1xhKXJtwR1aoBq7+Lli7iJGNBAWatjmUF+NKAIoGW+jX88ebQzpDJHJCVJwAoes8cYcK3k35FblYeCqmiaFUzJVBDJcUe4zqhXR+hVF3ZQEfQuJJDaTaetsZXKWmZ+OS7BXjmiX5oUr92mc/zUfw9iPH5//bOAzqqqvvimyQzKZNG74QmVYqACIgUIUUEAUVElKIoxYYo9oYKn4gUBUUEKQoICgIKAgqKSEd6Dz2E3kPKZErCf507hD+QYN5M2svLfmt9Cz945dzfeeFt7j13H8nXuCnz4HA48HLfR12GpM4UPPXycNW/sEeXCCz5az1+WboGJpMPOkbei8hWjXNNYEmc8QlW9HtjFDpG3IukZBuOnzqL53t3QuGQIF2wzI185eUzomqnn8FaupszWFpyQoGlhRLP8ZiANHr95fc1WPfvLtWYud/rozH09T5oWK9atn/kPA4yjy602x2Qj6/UwFQoWwIfj/keMcfPYNzQl/D3um04deYCnn2iveaPiDIkdaYiPtFxfZehlqHJcqHZ5BIsGlcZb3tbtTScmoqZv63HjoMnbzpP5nRKFQ/Bw63vQsUyxdIJbJnBmrt6G9ZHH83YO8urEB5v0QCNq1VAoL9J1TglWlPUUqSYqr7x8Ojrs1a3CiwRQC263IMWXZpm+wyWydsLQRYTfFXRfXo0EsuBw7EY/NHXeO/lnqhVvZJaLtfDIbFt3rFfvXtjh76kdg/O/e0fJajmTf4I0YdilQCT9/DdEZOx6LtPlLhSy6wArMl2yMyiiK+cOiTGfQeOoefA/6FwcDDeHvgEmt9TR4lBHjlPIKrWW+kesnTPJzn/YAM8gQLLAEnU8xBkdubg0RMYMnIaKoeVht3hxKfv9NUsGvQ8Nk9jkw+GbJ2fteBPSJ1VZKu70aDOHWrJZtgXM1A4NBBnzv0lv30AACAASURBVF6C1WbHYx1bo0zJYihZvLDq36dl5kVa66QZkmqJMc1FXTy1RLCIj5PWpcZb75+2a+1iXCKWbdiLU+cvXxdLwRY/tGpUHZXLFVdLaLe2uBFhtnLbAcxdtV01LZbD5Z3lrewcapQviUfurY9iwS7fLYuvFwKkubXjKuKtdozsNwlx5+Nvrt26FqDsIHzgqdZoGFEvWwVWmoGo2DH81yE/B0diT6legRZ/f7S7/x5l+ClHzPHT2HMgRtkiFC9aGE0a1NSUZy251XKO1LstXLYOK9ZsRaUKpXHsxBk8/EAL1KtdBaO++QmVypdStzkae0oZl6Ytf67auBPrt+xBneqVEN6iUY6JrDQR+Nxbn6NWtTC8NqCbKrrPrWVKLQyNfA4FlufZpcDynB2v1EjgSkISRk34Ees378G7A3uof31qEQoab5/vTtux9zB+Wvg3ioQEoVPUvQgrV0rN5ojAiD50DFNnL8W6zbvVkojVZkNCYjL8fc3o2TUSVSuWzXS88kESt/fL4pGloYVL2g3FFd7i562sH5LcsH+4MaAbvbPEEfzkuZsFVkigyzfrJnuFa/YPf2/ajx0HjiP62BlcjrciRWwWfLxgCfZFs7pV0LFJHRQODLjuXyXLm1JQLmNMdjixfM5GLPnhHySJsaotVXlnySGzSiFFg9H7w64IKR587feybp0gy5TicSUiS8v7LELm4qV4rNuyByFBAcr0UwmX46exc+9hDP18OjpENMPbLz6Z6+JBBOC5C3G4cClOza6J99XMectVbLIcJ+akbVs0VLuBL1+Jx6wFf+Hchcv4a/VW9OvRAY+2bwVfX1Om76YnJ1y4dAWvfjgeDetUQyEvL1iTk5WtREiQxZPb8Ro3CUTVzGAGay9nsLRgpMDSQonnZImA1HRM+P5XbNkRjfHDB8HfzzdL98vPF8tHVj5cC/9YiwmfvoKgIAv2H47F9t0HVYHxIw+2ULMJUlQ8Z+IQpQ6kWPtwzAk0rFfdLXZSuH7+ik35QN1ql3A7hmmtdxKtTlVI7u6R3jtL7nDtPiKsrt3wRkEiS3ynz13BV3P+hs3hUN5Z8sG32h2q+N7ib0a/h5ujelgpNZMlBfoBvtJ2RlztnZDFKou/N76avxqr1u9DXFwSvK6mIsCaguJxKSgeHIQO/dqicp2wDO0d3B2jxC67BYsGu+9x5RK/TlXE7+trVo+WsX79/a/YvvcQhr/dF4WDLXkyw3ujZ9YfKzdh5ITZ+Oy951CsSDAGvjcO0z5/E8dOnsP0ub+rFjti9yCzWwN6dkSQEr5ZF6235kJ+Xr7+/hes/Xc3vh4+SLnNjxw/G10faq1mftOWKt3NIc/XTiCqxpvpTl66b7j2GxTgMymwCnDyc2PoSdZkxMSewWdfz8bTj7dDs0a1C9xfivLhEg8h8WmSD8KV+ER8MPo7tJdlotIlMHP+MlSvUh6Llq3HXXXvwKv9umL2gj/VjN8XH78IS4DLL0pmudz5iLnqoaC8smTZ8Aap85+pV82jA01ISna11nFfZrn3ZslHdP7f25V/lgiqW8WgjLtRrYp4tE0DNVskRp5SAiTNr0W8SXH/pCVrcPTcBTgcKbAmJCMhzqp8sIqYfdErogkaNK6m+GXlg3y9VY/ZG8Hizi5uD1kUFU6nE6s37sL47xbg7Zd6oE6NSm7n2T3a2s6WnOyKPoKad4Rh3eY9+GHecoS3aIg/Vv6LAb064VLcFXz65WyMG/YSKlcok2Mzbruij2LMxJ/UrF75siVUvZfUdIoj/dDXn85SPrWR4FlR1d9IL7CiPyUYDQQosDRA4imeEZC/pKVg9s9Vm1GhXEm83KcLLBZ9FPd6NiLPrjp+6jx+W7ZOLVWJn48sAy1buQnvfTYFdWtUQd8n26ui/6PHTuPD0dPQrWMbtWVedhXKuQ3qVPPswdeuEtESb3UqwaT1EPPx4AAfJXgSk6WQXOuV7p8nS6MT563CoeMu9/WMBFbDmmF4PLKREldypMUks19bDsZi/trtSEi2K8ElnNPc2319fFRbnpZ1q15rtJy1WZYAPx8VQ3a5s+/YewjfTF+ITlHN0apZfeVNpadD/QwvWolpc5aiyV218NTj7XDy1HmMnfwz+nR/UO0MzsmY5V2QGc0b/3EhMcmRU3YbeuKvh1iiqr2eXmDtH6GH0HQfAwWW7lOUfwOUvxyl3khMCsXIMORacXL+HZH7kcvYpZi9SGgI6tSsDEuAr5q1UqJixkIUKxKCLu1bqqUvKXL+ZNxMFCkcjAG9OqqVNSnkzeosiUQtAikx2YkEq9g4aBuHCJUgP2/1cYtPcmaLjUNGT75VYN16joy/Wd2KeKp9Y9gdV29qbC0f29+37MXvW6KvCTPX4KQQW8SXLErWqlAKj95XH6EWz5exhIXsXLT4+SCrnW+W/7MZh2NP4cmHwzHsi+mqoXLvrpHq5yOjGbY0kZHWOzE73gdtb4BraVl8sU6cPo/G9WuoTRnjps5DvVpV0PmB+9R7m5VZQS1xSAy3jjmj39NyL57jPoGoO15LL7AOfOb+jQrgFRRYBTDpuTnktH9t5vRfwrk5JneeJVYLC5asRnjLhqhQrpSqQzsSexoVypRQgstkMsHX7Jq1kF2Eb30yCR0jm6veb9nNTKSH9MgTGweth8z3iHGm2eSFuETtM2Ba7y/nicBave0QFq3aoWYrbj1E4A3q1gIVSheDM/XmGSi59o/NIrD2pVvKVIIEQJXSxdCtZUMUDXLtPvTkEBuGQD+f6zVkntwj7RoRKV9NnY9/t+9DaEgQ3h/YA5Urls3QFy4uPhGTZizCmk271Azc8707o0WTuh6Pw9O45edYcjNn0d84HHMS/Xt2VF0GPOXpaRy8LvcJRFXNQGAdpMDSkgkKLC2UeA4JaCQg/7IWbyARS0GB/srnav7iVWjZrB5WrtuGDVv3oW6tyvh7zTZlItqyaT0sWLJG7ciSP4+6/x7VCy6ntqDL7FWyI0XNSDmlQEvjITv2pJGxCDRHNussmWmSD/ispf9i58ETN7nKm328UPeOsnig2Z1q592tH3S57s9t0ViyeW+GbvRSCH9frcqIbFBLs83FjUik5icowAd+JnGA1wgrk9PkHREbihnzlquGyi8/84iqwfO+wddJGWzGJ2LAW2NU7dHLz3RBzIlzmLtwhZrxbHxX7lo5yJAkpuMnzyEhyYpqlSVeHfYCyp4U8S43EIiqMjgdj6WHRpKRBgIUWBog8RQS0EJAdoP9tWYLDhw+rgRT3dpV0bZ5A/wwf7laWklItOKDV3qpW/21ZiuGjJ6GaaPfQLLNgYuXryiz0YoVSqtll5yaGbjWIxpWW4oqfs9oxuh2Y1Wu777eSEhyFb9n1+Gqu3LNZC1duwsxp1xtXLx9CqFOlTK4u3Yl+Pv6XrdnuPG5IrCOnrmI75dtwIlzcWrXpVxnMsnSpheKBgWgZ5uGqB1WSrUTckNTqhklKWb39/VWy7XZJbAkfolbBO6qDTuUNcJD4c2QaLVd7z15+UoCvvtxKWJPn8dbz3dHSIgFdrtTLSnWrBqGJx6RTgi5L3BuNXDNrneA99Evgagqr2YgsEbpN2AdRUaBpaNkMJT8TeDQ0ZMYMmoq+jz+IGw2B4aMnoKxHw+Er9mMUd/8iFIlimLYG33Uh1sERKtHXsbgAY+pAmc5crtoV5pEX5HaKjdUh/QvlOXCZFsK7CnZJ7KU6LhmYRCfkAyT11XYU1JRskjI9dqvW72z5JqLVxKxYtN+bNoXg5gzl5Ro8TF5w8/fB1UqFEfz2pVxT/WKKBLkp4SS1KHZNNhPyOyMFPn7Z2IgmtU3Ntnmmu28Ep+EzyfNwROPhKudhOIz9csfa/DewB6oVa2imi2SNjFDPpuKqNaN0bJp/ZuWFHNKkGd1fLw+/xOIqvxKeoF1eHT+H1gujIACKxcg8xHGJyD/sp85b5maEer+cFv16/ip8xFWvpRqTLt15368PXySapbbr8dDiIk9jd4vD8eSmZ/mmIeQFurJNifirCluiSxZGQq2mNQYs7MuSxjKvUMsJmUrkZCcetOs0a0CSwTZL/+IvcMRJaxEqDhTU2FzOOHva0Lbe2oiorEsDboK06VPoMzCJdtTYLXfXhyKmAnx94afb+7s6JNx2+wOrN24C40b1ISfrxnPvz0GXTvcjxZN66qWMHLO9J+XYeXabXj/1V6w2xyY8uNSHD95Vu00bd+2CQL8/XJs5lPLu8RzjEkgqtKg9ALryBhjDjabR0WBlc1AebuCSUA+gLPm/4mLcfHK+VrtjPv+V5QpVVx9AEUM7I4+ig8+m6ya6crW9ncGPqkaX+d1LYtThFKCHTaH9pos70JA4WAz7PYUxFtTssUrS0RQSOC11jfJLt+u2x3CM9nuwIcTF12vJbtx+Up2Efr4eGHogI43Lbn6XBOHIrKSbOnHK3VmIYFm+GR1q6CbPwb/74DvsiXo+/pIfPHRi/DzMytx9e+2aLz36WS8/vzjOHvhMn5etFLVYsmxaXs0mjeuo0xq82LZ0M2h8vR8RiCqYgYC6ygFlpY0UmBpocRzSCATAvIRlEbN5cuUUIJJiph7vfQ/9OneHq2b1VczC8qdPDkZp89eQonioQgM8NfFB9FV/3T1uiGp1oU/EVmqVU3qVSQlZ01kqTY9/j6qNkxqpTI7pIZpS3Qsflq26Xpx+60Cy9u7EIYN6JTO6kI8rCx+XkhJkRY7rros1Y/xuoGoGLpmFkHO/bm8J9IapkpYGbS5rwEOxZzA9LnL8UDru1Gv9h2YOH0h7q5fHc0a3YkqlcoqgbVzzyH0eeJBNkDOubQU2DtHhb2cfgYr5vMCy8OdgVNguUOL55LAfxBI+8CLmJJ2KG0eHYT5U4YhNDhQFbXLNvu0/nPyAdfbbIPL9d2uRI7WQ8Yhy24+XrLDMCXDnXyZ3SvA7AU/P2/VaFrrLFpGAuvG54g+ShNYPj7pGzFL3BZfb5hN3ohPcqjZrmCLGSIa8/pQ/nF7DmPF2i04c/4yggMDVDPwZnffiU/GzlSxysznhq170appfeUxdykuXvWplOL446fOqV2JBbklVV7n0EjPj6wwMN1wfj/2hZGGmGNjocDKMbS8cUEiIB/8fYeOodYdFdWwDx89iZ4D/4ffpg/HD/P/xL/b9mH4O31RolhhXWMRk+y4JLuqU9JsSAogyN8lVi4l2N3aqednKqRqo8T+wY1ae7WMZrXb8eGk3zKsHxMBFVaqCAZ0afmfszpStB8Y4KMEomuTgT7SI++TFLXHJ1hhNvkgOCgAW3YewIy5yzDk1V7KcuLshTiMGD8LQ17tjeJFQ1Ud12sffY34pCR8/NrTqok4DxLIKoHI8i+lF1ixY7N62wJxPQVWgUgzB5lTBGS2QXoLfvvDb7gUl4DeXaNQpWIZ/L12G94Y9g0ebNMEZpMJ/Xt1VD5Oepu1yoiLMiRNcirRI8etrWtuxzI4wFv1iruS6IAzk1U+ETKhFikiL4S4RIfbrXhc7uapWLfrCBav2Xm912JabBY/M3q1b4qKZYqqGqxbj7SCeTEPDfT3RlKSDVabTTnr6+W4kbv8txiOJtnsePHpzsqh/vS5ixj0wZd4+6UnUb1KBdUncOLMhWhUtzr693wIpUsU1ctQGEc+JhBZ7sX0Auv4uHw8otwLnQIr91jzSQYjIB+9/YePY+mKDcqnqWfXSDWzIIfsant28Ai0a9NU1WAVLRycL8RVWopEZCVapbWOUxXoaz2klsrP7K0aMN/ODkF2ClqkBU+hQsomwpM+h2niI8nmwLboWGzZdwx2p0sQBgX4oXm9KqgeVgqFpMFzBtNS8ntSPyZ1X1Khv333AUyevQT9nuyAWtXCdJcrGe+yfzbj9783YmCfLkhJTcG4yfMQEmTBc091xvJVmzHz5z9UP0MxLH32yfaqxo8HCWSVQGTZF9ILrBNfZvW2BeJ6CqwCkWYOMrsJyAdv1cYdWLhsnTITbdGkPvx8Tde3ycvsihiOVq1ULs93CXoy9rReb1K8rgxJ3RRZsuwmXlm37tQzeYu48rkuwDwRVzeOR81kXb2KcxcTYLsmsIID/BAc6HddWN3qESXiSgxEA/xc9gdpGxDWbdqFPQdi1MxPeItGagefng5ZApz241LsP3Icly/Ho3BokGqdc/b8RUyYsRBPdg7Hph3RuLt+DbRsUk+9dzK+zTv2qxqtNs0b6E446okvY8mYAAWW528GBZbn7HhlASYgH66NW/eqOhf50EmdjBEb0qqZLOlfmKS9SbS8FmbvQggNMqlZsMRrdghikRAaaEaizQlrBhYJnrxO/29vIFenzbTdXEt1Y15UA+sAV9PmG8ut0tzkT5+9gAnTF6JRvWroEN5M5VTaHW3YshuJSTYEBPijScMaKFmsiCfhZuka5Zdlc+DCpStqedRi8UN8QhI+Gz8b3Tq1UYakbw6dgHcH9UK50sXVOT8v/geTZi5CSkoKxg59CXVqVM5SDLy44BGILPN8+hmsk18VPBAejJgCywNovIQEXB9k1+yH0V20RbbIkueFK3a3WuvIWyJ1VjZnKlJSxJzUR/VA1LpTMLvfMnHQLxpsVnVit6tlF1EiDbrn/LYSbe9rhNrVwlQY4mv21ZT5WLJiA9544XG0btYgu8PTfD+JUSYU5f2bMmsxEq1WZQeyccseLPlrA4a89jS27z6IuYtWIijIH0djzqBzu/vQPryp+ocADxJwh0Bk6efSC6xT4925RYE9lwKrwKaeAycB7QTkYy67/C4nOmB3aLdx8PEuhMKBJiVqRKDZM6t+1x6SW2fKDsdQi0k5xWcmiG8sLpdz5f8fO34Ggz+egHsb3YkX+nTWhd+U3eHAgiWr0ah+DdXH8q1hE1GieGEUKxKKHXsOod399+DIsVPYf/QEBvfvihJFQ7lE6NZbw5OFQGSpAekF1umvCUcDAQosDZB4CgmQgGvGRPRRXKIddo2u74FSzO4le95czZI9LWrPCn/pnRhiEXf2zMXVrc+RMV+6HI8RX89G+dLF1VJc4ZBA3QiVtNmsk6fPo2v/IWhUrzqiWjVG7eqVsCf6KBb/vQGD+3dTsed1x4Cs5JDX5h2ByJL90wusMxPyLqB89GQKrHyULIZKAnlJQJYKRSg5nKmIT3Yg2Sa9Al0zPLceYtgZGmRWs11iQCrlUbLDMMDfB/EabByyOs60uPx8vRDkZ4LJx0tVaGm1uUob05WEJEycsQhxcfF488UnYAnQZ78/a7IdE6f/ii4dWqFoaDCOnTiDl94bi49e74MGd96BjMxWs8qY1xcMAhRYnueZAstzdrySBAosARErlxPEkFTqgW4WWP/VDFqMPS3+4p7uhN2p3f7BXdAisPzMXqqoXquoSnuGFLpPmvkb+j7ZAVt37ceMn5fho8F9EFa+5G1ngRKtyUhNSVWNu/PiSKsJlFQkJlnx0nvjENnqbtWvUPpe8iABTwlEluiXfgbr7Dee3q5AXUeBVaDSzcGSQPYRUCarVgeSkl0iS0SN2dvV009muay36SnoL61xzF5ITE7JEZElcQT4eSHY//9tM9wZtSy7LV2xEav/3YXYk2fR45Fw3H9vg3Q9DeWeYp2wK/oIFv+5AQkJiXiwbTO1AzHA38+dR2bruSvXb8fBI8fRo0ukqn3LD+a22QqAN8tWAhHF+qa73x/nJ2brM4x6Mwoso2aW4yKBHCYg809XU68iXkSWLQX+Zm/lLZVglYbN/10Ib/IpBKnPErsG2VWYXXNZUufl7+vtElfXar88wSANl3fvP4L5S1ahfOkS6N65bYa+WCvWbsWCpatRv1YVBAValPGsCCzx0cqsmN6TuLRck5BkhdnHBJPJO89i0BInz8kfBCKKPZuBwJqUP4LP4ygpsPI4AXw8CeRnAsou4FpdlsxiJVgdcKSIhUXmo/IqBIQE+sDpuIp4qdPKhiPEYoK/r8vjKit9BV2teK7i1NkLWLBkDR5sew8qlnf19hPhJLNcW3cfxMdjvkf3zm3wUMS9aqZozb+7sHHrHjzXqzOCAumkng0p5S3ymEBE0WfSC6wL3+ZxVPnj8RRY+SNPjJIEdE1ABInDeRWXEh0ZNl++XfBSryX2CTLjlWZI6slAvcUOwuIqZs/OmSMRWSKm5J6rN+yANdmGyNaNkZBgRdtug/Fs9wfRq2ukKiKXc/9asxVbdkZjQK9OMPl4w+5wIjgwIFtj8oQPryEBTwlEFO6TXmBdmuzp7QrUdRRYBSrdHCwJ5BwBmbSSXYPSvNmZomEK61oo3l6FYPHzQmoq1FKju+1zxGtLZq7E68rdgnatNERkTf95GerWqIy6targ6+8WYP2WvZgy5g0lpESAnTxzHiO+mo2o1o3RqH51zJy7DCdOn0ef7u1QpWJZXXhnaR0vzyOBNAIUWJ6/CxRYnrPjlSRAAjcQcC0XXoXNnoIr1hS3ZrJkOc/i6w2TtxcSkp1qmVHLId5Owf7eqrBe3LaysiyY2fPSlg3lvP5vjELDutWUg7oUksvs1aAPvkRwkAV9uj+IWfOWY9vug+gQcS/27D+C9m2bommj2iw4zwwy/1x3BCJCn04/g3V5iu7i1GNAFFh6zApjIgGdEUjbJaglLFdN1lXEJdrUr+4cFj9v+Jq81CyYOMf/1yGF8iEWX8ivOTVzldHzpQB++Fc/4Oy5y/js/f64cDEOw8bOUH0C33qxO3785S/sjD6CT9/pp/pUHjx8AmMnz8XLfbuibk32AnTnfeC5eU8gIvSpDATW1LwPLB9EQIGVD5LEEEkgNwmIgJAmwqEhgeqxIq7mLf4HnaKaw9vbW3Moct3FeGmP4+rbqPVIs3GIS3RmuFyo7CB8CqFIkDlPaptkLGKDMHnWEsQnWXHxYhyKFQnBqA+eQ1KyHd9M/wWrNuxUPlTdH26L0KBAHI45gcphZRUHWW40m01acfA8EshTAhHBvdMLrCvT8jSm/PJwCqz8kinGSQK5RODkmQsY++1ctGvTFM0b36me+uK7YzFmyAswm90zrZRarCtJdtgc7oksmcUK8PVSbvHWG9ryiLjyNRVCcIA0bc7Neaub4YtIcjhTVOF7aHAgqlUujx37DqF2tUoICPBT9hXfz/0DJ06dxeAB3eDv56tusGl7NDbvjFbtbCpVKJ0nAjGXXiM+xiAEIoJ6pRdY8d8ZZHQ5OwwKrJzly7uTQL4iIDMs8YlWLP5zPab9uAT/e/MZ1K1VFS+8+wU+//BF+Pm6P/PiTElFXJIDttsYj94OkIgscX0XkSXF73L4mr0QEuBqHq2H40YH9YefeR+D+z2KexvXUaFZrTb0GTwC7w/qhRpVK+BQzElMnrUYvmYfXL6SiEHPPoqwciUpsvSQSMZwWwIUWJ6/HBRYnrPjlSRgGAIiFGRpcOGytWhcvwZCQ4Kwct1WzF+yBu+/0hNDP5+OZ7q3x113VnU1by7k+l9mh6wMymkpqeKR5URSstMtU1GTdyEE+nsrV3hvLy8E+vtAdh2m3Tez5+fGn6eJrDET58BsMmFA747qsZu378f4afMx5LWn4LA78eqH4/HWi0+gVrWK2LnvCEZ8NQuDB3RFiyb1NLHMjbHwGSRwK4EIS8/0M1iJ3xOUBgIUWBog8RQSMDIBpzMFW3bux9AvpqNQIS8EWfwQ0fJudIq6D9/M+BXnzl1G7KmzSLTaYDb5qEJtqTnq3/MhzbviXDVYhZBkc6o+hKkaa7JEnImwEq8s8biSfYpahF1u50vGl2yz4f2R09RyYEhgAJas2IDundqiR5cIvP3JJGzbcwjPdm+HyNb3qFY6O/ceRnxCohJY4pclbPU4ttxmyefpi0B4QI90AS1Lmq6vIHUaDQWWThPDsEggtwgcOnoSX02br5obV65QGtv3HsbYyT+jYZ1qeLhdC4yZ+BMOHD6B2RM+wJHYk4g+GIv4xCT07BLhVtG7jEc1I052KisGsTbI7JDZskA/H1j8RHxkdnbe/rnUZV24FI8FS1fh2IkzaNmkPqpXLe8SXMEWrFy7TYmsYIsFj3VsrZzeRVDJuWJQ2iG8mRKuPEhATwTCA57MQGDN0FOIuo2FAku3qWFgJJDzBGTmZcuO/Vi0fB3efKE7fHx8kHo1FXuiYzD0i+/R45EI3FmjEj7/di7q1qyCXl2j1CySVyFpIqxtmfDGUaT1L7SKIWmCI9MBhgSa4C8GolnoK5jpQ7LxBBFZMjsnQlL+e/IPv6FMqWJKPIlH2KEjJzFywmwMfKYLaleviPMX4/Dl1Hn4Y+UmjBs6EI3qVc/GaHgrEsg6gXD/J9ILLOvMrN+4ANyBAqsAJJlDJIGbRM615bk064TYk+fw/sgpGNini6qxklkVZ0oKVqzZihk/L8OwN/vg1NmLeO3jCZg88jXlSp7VQ0Kw2lNU78KMXN9lh2Cgv0k1kL7dzJU73lxZjdeT60VgTZm9RPHsrYQpsOdADMZNmYdBfR9FtUplMXfRSqxYsw37j8Til6nDEBQY4MmjeA0J5BiBcL/u6QVW8g859jwj3ZgCy0jZ5FhIIBMC8tE/cOQ4xnwzByfPXlD2Ap+83RdTZv2GHxb8ifmTh6JwSKDya5LC9KmzFqNe7arKtdxV2A7NdVdakiGO7ZfibTeJLBFXhYN8IQXutzsOx5xEzIkzaFCnGkKCLFoelSfn7D1wFBOmL0S3jvejZLHC+Gb6ryhRvDD6dGuH1Rt3YcEfa1C3RiW1weCFpzrDZHLPBiNPBsWHFigC4b4ZCCwbBZaWl4ACSwslnkMCBiFwKS4eU2YtwZ01KqJ1s7tw9vxllCxRRC1nSR1WTOwZDOrbBeVKl1BLXZ9PmqNqiRrfVUMRyO4ibNW/0JmKuAS7Elmqr2CgGWZp2vwfzCVe8ZmKPX4WvR6LRPkyJbI9tuxIuQgn2UDw5+otsNkdCA2yoH1EM1y5koj3PpuCXo9GKvsGWRps1ay+6lcoY9u17yhiT55BHeuXigAACkJJREFU88Z1Vf0WDxLIKwLh5sfTz2DZZ+VVOPnquRRY+SpdDJYEPCcgs1Knz13Er7+vUbsExYPp21mLcfrMBRQvGop6tatg7/4YtYxVJawszl64pDwW+j/5EEqVKOz5gzVcaXekqsJ3KWg3mzL3uHLNsKVi/pJV2HfwmLKQKF2iiIYn5f4paRYYaYpx684D+PGXFegQ2QyFQ4Iwf/EqPNUtCmVLFcflKwn45ffV2LLroKqNmzr6dVSvWiH3g+YTSeAagXBztwwE1mzy0UCAAksDJJ5CAvmdQJpX05nzl/DJuJlqyWrxXxvg52tGj0fC1fLgqvU78NPED3Hw8HFs2rFPffAb31VTLRl6eWUuerLCSMWn2jVrt2GQa6w2uxKM23YdxLA3n4E0f5bff2/EFOyKPoqnukbinoa1UKp43oqvtHo3MXH9fNJchJUrhe6d78f6zXux92CM2kywO/owRk34CZUrloGIsDbNG2BA704IuOYCnxW+vJYEPCUQ7vNYeoHl/PGm31u1YQf+N3Ymzl24jPq1q+LTd/uhaOFgTx9pmOsosAyTSg6EBNITSEhMwr/b9mH3/hhUrVgG9zWpp2ZMduw9hL/XbsPqBePULJUsSz3U6x0816sj2rVtcr2wXDyoclpcZSVvatde6lUcOXYSVptDeXSJmBH3+FNnLuDZwZ/h1f6PIaJlo6w8JluvPXH6PAItfvD388PI8bPhH+CLi5fjsfdADD58pTfWb5V8HcYnb/aFj4+3Eo08SCCvCIR7d00vsFJ+uv570rc0svtrGPn+c8qkeMykOepnb/SQ5/MqZN08lwJLN6lgICSQvQREfIya8KOa5SldoqhaTuvd9QG0alYPQz+fgVUbd2DZjyNRNDRYFVmPmvgTqlUsh45R9+paVGVE6dYdhTv2HsaQUdPQpEFNPP14OzXG7K4fy0q2JDd2uxNPvTJCia3w+xqifXhTzP3tH2zduR8vP/soypcpnu/ykBUmvFafBDITWEtXbMS8xasw8bNX1QBklrbVwwOxbtF4ZZ5bkA8KrIKcfY7dsATkA37k2Cl8NOY71UPQYvHHxi17lG3AhBGvYt+BY5j60xL4mk3qX53JNgdWb9yJ1wc8hrDypXQlRtxNkhinfvrVLOUz9cQjbVEkJEiXQsXhcGL5qi0IK1dCNX6WnZHDv5yFPo+3Q5OGtdTyLQ8SyGsC4V6Ppp/BSp1z/fe+mb4QFy7F4e2X/t+QtOXDA/H92LdVnWdBPiiwCnL2OXbDEpAZqc07opVB6Mj3nkPpkkUgH/R+b4zGtyNfU6aXly7HY+W6bZDZHl+zGb0fi1JWArIkpafZHneSFJ9gxVfT5qFIaAge73S/akmj1yU2V12cuNvLEucpvPrR13hjQDc0qFddNYTOrzlwJ188V/8EMhNYX3z7M5xOp1qKTzsiug3GFx+/iJp3hOl/gDkYIQVWDsLlrUmABEiABEjAyAQmzliojIg/eKXX9WE27fA8Zn/9PmewrqZtbzHyG8CxkQAJkAAJkAAJZDuBZf9swsyfl2PaF2+qe8tOwqgnXsf6heMLvHEuZ7Cy/XXjDUmABEiABEigYBBITEpWgurTd/rh7nrVVf1jQqIVw9/pWzAA/McoKbAK/CtAACRAAiRAAiTgOYENW/biw9HTVGeIu+tXV+23QoMDPb+hQa6kwDJIIjkMEiABEiABEiAB/RCgwNJPLhgJCZAACZAACZCAQQhQYBkkkRwGCZAACZAACZCAfghQYOknF4yEBEiABEiABEjAIAQosAySSA6DBEiABEiABEhAPwQosPSTC0ZCAiRAAiRAAiRgEAIUWAZJJIdBAiRAAiRAAiSgHwIUWPrJBSMhARIgARIgARIwCAEKLIMkksMgARIgARIgARLQDwEKLP3kgpGQAAmQAAmQAAkYhAAFlkESyWGQAAmQAAmQAAnohwAFln5ywUhIgARIgARIgAQMQoACyyCJ5DBIgARIgARIgAT0Q4ACSz+5YCQkQAIkQAIkQAIGIUCBZZBEchgkQAIkQAIkQAL6IUCBpZ9cMBISIAESIAESIAGDEKDAMkgiOQwSIAESIAESIAH9EKDA0k8uGAkJkAAJkAAJkIBBCFBgGSSRHAYJkAAJkAAJkIB+CFBg6ScXjIQESIAESIAESMAgBCiwDJJIDoMESIAESIAESEA/BCiw9JMLRkICJEACJEACJGAQAhRYBkkkh0ECJEACJEACJKAfAhRY+skFIyEBEiABEiABEjAIAQosgySSwyABEiABEiABEtAPAQos/eSCkZAACZAACZAACRiEAAWWQRLJYZAACZAACZAACeiHAAWWfnLBSEiABEiABEiABAxCgALLIInkMEiABEiABEiABPRDgAJLP7lgJCRAAiRAAiRAAgYhQIFlkERyGCRAAiRAAiRAAvohQIGln1wwEhIgARIgARIgAYMQoMAySCI5DBIgARIgARIgAf0QoMDSTy4YCQmQAAmQAAmQgEEIUGAZJJEcBgmQAAmQAAmQgH4IUGDpJxeMhARIgARIgARIwCAEKLAMkkgOgwRIgARIgARIQD8EKLD0kwtGQgIkQAIkQAIkYBACFFgGSSSHQQIkQAIkQAIkoB8CFFj6yQUjIQESIAESIAESMAgBCiyDJJLDIAESIAESIAES0A8BCiz95IKRkAAJkAAJkAAJGIQABZZBEslhkAAJkAAJkAAJ6IcABZZ+csFISIAESIAESIAEDEKAAssgieQwSIAESIAESIAE9EOAAks/uWAkJEACJEACJEACBiFAgWWQRHIYJEACJEACJEAC+iFAgaWfXDASEiABEiABEiABgxCgwDJIIjkMEiABEiABEiAB/RCgwNJPLhgJCZAACZAACZCAQQhQYBkkkRwGCZAACZAACZCAfghQYOknF4yEBEiABEiABEjAIAQosAySSA6DBEiABEiABEhAPwQosPSTC0ZCAiRAAiRAAiRgEAIUWAZJJIdBAiRAAiRAAiSgHwIUWPrJBSMhARIgARIgARIwCAEKLIMkksMgARIgARIgARLQDwEKLP3kgpGQAAmQAAmQAAkYhAAFlkESyWGQAAmQAAmQAAnohwAFln5ywUhIgARIgARIgAQMQoACyyCJ5DBIgARIgARIgAT0Q4ACSz+5YCQkQAIkQAIkQAIGIUCBZZBEchgkQAIkQAIkQAL6IUCBpZ9cMBISIAESIAESIAGDEKDAMkgiOQwSIAESIAESIAH9EKDA0k8uGAkJkAAJkAAJkIBBCFBgGSSRHAYJkAAJkAAJkIB+CFBg6ScXjIQESIAESIAESMAgBCiwDJJIDoMESIAESIAESEA/BCiw9JMLRkICJEACJEACJGAQAhRYBkkkh0ECJEACJEACJKAfAhRY+skFIyEBEiABEiABEjAIAQosgySSwyABEiABEiABEtAPAQos/eSCkZAACZAACZAACRiEAAWWQRLJYZAACZAACZAACeiHAAWWfnLBSEiABEiABEiABAxC4P8Awa+ajF8GiFcAAAAASUVORK5CYII=", "text/plain": [ "<IPython.core.display.Image object>" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(isiscsm_plotbf.to_image())" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/html": [ "<div>\n", "<style scoped>\n", " .dataframe tbody tr th:only-of-type {\n", " vertical-align: middle;\n", " }\n", "\n", " .dataframe tbody tr th {\n", " vertical-align: top;\n", " }\n", "\n", " .dataframe thead th {\n", " text-align: right;\n", " }\n", "</style>\n", "<table border=\"1\" class=\"dataframe\">\n", " <thead>\n", " <tr style=\"text-align: right;\">\n", " <th></th>\n", " <th>diffx</th>\n", " <th>diffy</th>\n", " <th>diffz</th>\n", " </tr>\n", " </thead>\n", " <tbody>\n", " <tr>\n", " <th>count</th>\n", " <td>500.000000</td>\n", " <td>500.000000</td>\n", " <td>500.000000</td>\n", " </tr>\n", " <tr>\n", " <th>mean</th>\n", " <td>0.238123</td>\n", " <td>-0.001291</td>\n", " <td>-0.000127</td>\n", " </tr>\n", " <tr>\n", " <th>std</th>\n", " <td>1.920749</td>\n", " <td>0.011714</td>\n", " <td>0.004498</td>\n", " </tr>\n", " <tr>\n", " <th>min</th>\n", " <td>-3.125287</td>\n", " <td>-0.051489</td>\n", " <td>-0.009667</td>\n", " </tr>\n", " <tr>\n", " <th>25%</th>\n", " <td>-0.905023</td>\n", " <td>-0.004994</td>\n", " <td>-0.001689</td>\n", " </tr>\n", " <tr>\n", " <th>50%</th>\n", " <td>-0.035097</td>\n", " <td>-0.000023</td>\n", " <td>-0.000089</td>\n", " </tr>\n", " <tr>\n", " <th>75%</th>\n", " <td>2.195809</td>\n", " <td>0.003087</td>\n", " <td>0.001401</td>\n", " </tr>\n", " <tr>\n", " <th>max</th>\n", " <td>3.113410</td>\n", " <td>0.028289</td>\n", " <td>0.014185</td>\n", " </tr>\n", " </tbody>\n", "</table>\n", "</div>" ], "text/plain": [ " diffx diffy diffz\n", "count 500.000000 500.000000 500.000000\n", "mean 0.238123 -0.001291 -0.000127\n", "std 1.920749 0.011714 0.004498\n", "min -3.125287 -0.051489 -0.009667\n", "25% -0.905023 -0.004994 -0.001689\n", "50% -0.035097 -0.000023 -0.000089\n", "75% 2.195809 0.003087 0.001401\n", "max 3.113410 0.028289 0.014185" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "isiscsm_bfdata[['diffx', 'diffy', 'diffz']].describe()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 2 }