{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Forecast class\n", "This class deals with weather forecasts and uses CLIMADA ImpactCalc.impact() to forecast impacts of weather events on society. It mainly does one thing:\n", "- it contains all plotting and other functionality that are specific for weather forecasts, impact forecasts and warnings\n", "\n", "The class is different from the Impact class especially because features of the Impact class like Exceedence frequency curves, annual average impact etc, do not make sense if the hazard is e.g. a 5 day weather forecast. As the class is relatively new, there might be future changes to the datastructure, the methods, and the parameters used to call the methods." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example: forecast of building damages due to wind in Switzerland\n", "Before using the forecast class, hazard, exposure and vulnerability need to be created. The hazard looks at the weather forecast from today for an event with two days lead time (meaning the day after tomorrow). generate_WS_forecast_hazard is used to download a current weather forecast for wind gust from opendata.dwd.de. An Impact function for building damages due to storms is created. And with only a few lines of code, a LitPop exposure for Switzerland is generated, and the impact is calculated with a default impact function. With a further line of code, the mean damage per grid point for the day after tomorrow is plotted on a map." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from datetime import datetime\n", "from cartopy import crs as ccrs\n", "\n", "from climada.util.config import CONFIG\n", "from climada.engine.forecast import Forecast\n", "from climada.hazard.storm_europe import StormEurope, generate_WS_forecast_hazard\n", "from climada.entity.impact_funcs.storm_europe import ImpfStormEurope\n", "from climada.entity import ImpactFuncSet\n", "from climada.entity import LitPop" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# generate hazard\n", "hazard, haz_model, run_datetime, event_date = generate_WS_forecast_hazard()\n", "# generate hazard with forecasts from past dates (works only if the files have already been downloaded)\n", "# hazard, haz_model, run_datetime, event_date = generate_WS_forecast_hazard(\n", "# run_datetime=datetime(2022,5,17),\n", "# event_date=datetime(2022,5,19))" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# generate vulnerability\n", "impact_function = ImpfStormEurope.from_welker()\n", "impact_function_set = ImpactFuncSet([impact_function])" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# generate exposure and save to file\n", "filename_exp = CONFIG.local_data.save_dir.dir() / (\"exp_litpop_Switzerland.hdf5\")\n", "if filename_exp.exists():\n", " exposure = LitPop.from_hdf5(filename_exp)\n", "else:\n", " exposure = LitPop.from_countries(\"Switzerland\", reference_year=2020)\n", " exposure.write_hdf5(filename_exp)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# create and calculate Forecast\n", "CH_WS_forecast = Forecast({run_datetime: hazard}, exposure, impact_function_set)\n", "CH_WS_forecast.calc()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "CH_WS_forecast.plot_imp_map(save_fig=False, close_fig=False, proj=ccrs.epsg(2056));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here you see a different plot highlighting the spread of the impact forecast calculated from the different ensemble members of the weather forecast." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "CH_WS_forecast.plot_hist(save_fig=False, close_fig=False);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is possible to color the pixels depending on the probability that a certain threshold of impact is reach at a certain grid point" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "CH_WS_forecast.plot_exceedence_prob(\n", " threshold=5000, save_fig=False, close_fig=False, proj=ccrs.epsg(2056)\n", ");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is possible to color the cantons of Switzerland with warning colors, based on aggregated forecasted impacts in their area." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import fiona\n", "from cartopy.io import shapereader\n", "from climada.util.config import CONFIG\n", "\n", "\n", "# create a file containing the polygons of Swiss cantons using natural earth\n", "cantons_file = CONFIG.local_data.save_dir.dir() / \"cantons.shp\"\n", "adm1_shape_file = shapereader.natural_earth(\n", " resolution=\"10m\", category=\"cultural\", name=\"admin_1_states_provinces\"\n", ")\n", "if not cantons_file.exists():\n", " with fiona.open(adm1_shape_file, \"r\") as source:\n", " with fiona.open(cantons_file, \"w\", **source.meta) as sink:\n", "\n", " for f in source:\n", " if f[\"properties\"][\"adm0_a3\"] == \"CHE\":\n", " sink.write(f)\n", "CH_WS_forecast.plot_warn_map(\n", " str(cantons_file),\n", " decision_level=\"polygon\",\n", " thresholds=[100000, 500000, 1000000, 5000000],\n", " probability_aggregation=\"mean\",\n", " area_aggregation=\"sum\",\n", " title=\"Building damage warning\",\n", " explain_text=\"warn level based on aggregated damages\",\n", " save_fig=False,\n", " close_fig=False,\n", " proj=ccrs.epsg(2056),\n", ");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example 2: forecast of wind warnings in Switzerland\n", "Instead of a fully fledged socio-economic impact of storms, one can also simplify the hazard, exposure, vulnerability model, by looking at a \"neutral\" exposure (=1 at every gridpoint) and using a step function as impact function to arrive at warn levels. It also shows how the attributes hazard, exposure or vulnerability can be set before calling calc(), and are then considered in the forecast instead of the defined defaults." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2022-05-17 09:07:44,196 - climada.entity.impact_funcs.base - WARNING - For intensity = 0, mdd != 0 or paa != 0. Consider shifting the origin of the intensity scale. In impact.calc the impact is always null at intensity = 0.\n" ] } ], "source": [ "from pandas import DataFrame\n", "import numpy as np\n", "from climada.entity.exposures import Exposures\n", "from climada.entity.impact_funcs import ImpactFunc, ImpactFuncSet\n", "import climada.util.plot as u_plot\n", "\n", "### generate exposure\n", "# find out which hazard coord to consider\n", "CHE_borders = u_plot._get_borders(\n", " np.stack([exposure.latitude, exposure.longitude], axis=1)\n", ")\n", "centroid_selection = np.logical_and(\n", " np.logical_and(\n", " hazard.centroids.lat >= CHE_borders[2], hazard.centroids.lat <= CHE_borders[3]\n", " ),\n", " np.logical_and(\n", " hazard.centroids.lon >= CHE_borders[0], hazard.centroids.lon <= CHE_borders[1]\n", " ),\n", ")\n", "# Fill DataFrame with values for a \"neutral\" exposure (value = 1)\n", "\n", "exp_df = DataFrame()\n", "exp_df[\"value\"] = np.ones_like(\n", " hazard.centroids.lat[centroid_selection]\n", ") # provide value\n", "exp_df[\"latitude\"] = hazard.centroids.lat[centroid_selection]\n", "exp_df[\"longitude\"] = hazard.centroids.lon[centroid_selection]\n", "exp_df[\"impf_WS\"] = np.ones_like(hazard.centroids.lat[centroid_selection], int)\n", "# Generate Exposures\n", "exp = Exposures(exp_df)\n", "exp.check()\n", "exp.value_unit = \"warn_level\"\n", "\n", "### generate impact functions\n", "## impact functions for hazard based warnings\n", "haz_type = \"WS\"\n", "idx = 1\n", "name = \"warn_level_low_elevation\"\n", "intensity_unit = \"m/s\"\n", "intensity = np.array(\n", " [0.0, 19.439, 19.44, 24.999, 25.0, 30.549, 30.55, 38.879, 38.88, 100.0]\n", ")\n", "mdd = np.array([1.0, 1.0, 2.0, 2.0, 3.0, 3.0, 4.0, 4.0, 5.0, 5.0])\n", "paa = np.ones_like(mdd)\n", "imp_fun_low = ImpactFunc(haz_type, idx, intensity, mdd, paa, intensity_unit, name)\n", "imp_fun_low.check()\n", "# fill ImpactFuncSet\n", "impf_set = ImpactFuncSet([imp_fun_low])" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# create and calculate Forecast\n", "warn_forecast = Forecast({run_datetime: hazard}, exp, impf_set)\n", "warn_forecast.calc()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The each grid point now has a warnlevel between 1-5 assigned for each event. Now the cantons can be colored based on a threshold on a grid point level. for each warning level it is assessed if 50% of grid points in the area of a canton has at least a 50% probability of reaching the specified threshold." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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KNaO9C3w2xGbyi+h++pGEyqiFzHcAJ3AdSoW3c+1oO9hwkkPiu5Nv99KeXS7iLFv8aUVyESkO+USuiyIXoFcwbya8vdHP5DfAEyi1rvPB3SI+e9czJCqvxKS3BcDpaBV5qGFiqB3gXLQh+JqQ+LXAkpDFIWuUUonelA6D3P0Jlxg6hJ6ZCaafFS2BiIxBN/bRpgRQ+mX/b/S1XxnnuSPlU4lu1O5F24cN1MUfEMe9C4n30vl5dgiubyul/g99vZfQefqtV55ROEo3YOWx8g07b0feUeuYUmqlZU8Yb4OyC5gYp30kov1vTUUPvA6HfA6gO5+bpXc1M6vR7/gc9Du/I0TDtxndIC8hgra/B2XtGHg8j64Ta4FHQ2YdIqKUOop2vXCHiEzuxrV25BPzXbbqzQkiP/+9HQMl9OrywU4s05NQf53R2vju2Wx1hVIvo6fO5qA1zyXoKdc89OKsRHkcrQn6OvAOkd0NgR7ArEBrDH+EXpzWMYiFzn3wH9F1/Qbr9xeBj4ljUWTIObPRglcpcBWRB/YnOTOFGsqwkPju5Jt42s7lCi1HeNm86MFWomlfAE6FfF6IUOZZaPdaR60yt4Sl+A7anOn3iIw7/dGeF5Kt36GDTzexNZCpJOpCRrc1EduS7tBrAqDVoS5Fu4E4PaJS2hfZYStuKVqCDZ2/XoNetXoZeiTVHSPpe9Aj+cRtJOAl6/vLcaZ/OY70HXEvx0gDejRRQc+1gI8BC9CV7cke5tVnWNNuu4Cbotk6WZqhi4B3wuz6IuW3Gj1i/o6lKeqgN59ROK8AI0Uk4nSkiCQBX0A3PKGarxq0HZszwfOF8xJ6xHtHnOnvRk+R3IoWjkI/30I3Qrf1sEyhhNoBhtr/YS2AWR8Spzh7MNjjslqrkX+INuDuciU52v+Wl/imp2LR1bv8MlBm+QI0aM1bpDZgTJ+dUa/43IJSH6IHJZeh+8B3upHbE+j2dgG6/Y3Gjeh6ey1K/RqlXkUL+0eipF+F1g7ejcgCtD+4R+IulV7I9ybal931KLUpSsrNwAw6DyQvCInvTr6JpY1crtByhLIA2BayyjiRtD/kbLOks32A6gHgO+hZpcuJvEhxBFpGWYNWTnR8hqOVV/s5e7HTYaAworZRpBBd/49EOE9XvASMQmR5Vwm7JB5fMZZCbhnR/QAWccYPYCcfaugK3GHs/WZY3Fgr37XW99wIxx+haz+Aj8VxDWVE9gP4PLH9AF7L2X4AX7PSfz5C2otJwMcceoWYQldmRfx+ANeG/E5Bd3bfDAlzMDD9AN5mpX0ZSAqLy0QLCHH5AbTC51hx94eF99ozilCHmtFaqeER6uP9Vh7fj/Kc/0CIn7mQ+PFW/H2xyoPWWh5Gr3CdHSEfB9qAuRQ99VIFvB7jeo4CK7rzLKPk57Lu7YfW/f9sWPxP0FrUQ2jtYEd4r5YVLah7gNKu0qNdAgXR/jMV8fsBjPtdRmsO6q3rHhPl+j6kv3zIxfPprh9AuMc6riwk7BkFVQpSQsLKFLQq7eEr0bJF96kWOX2Ggu1K+5BLiyN9hx9AR0jYNxX8c9g1rFWhzxC+Yx03Jiy/P1nh90U4148V+BT8RUG7guw4rylFwQoFXgXXdJH2Juv83wkJsyntx7BaQXI3840/bfQ8tirtQy8tJOxqq7w/7Hba6Ocbq6BcaT+OZTHSzVRwW4RPlYLd1v8zQ9J/yyrHP0fI69+suKujnCuWH8ARCuqV9gPYubz6Gfw8nmvvzk4gC0XEjR45ZaM74FvRkvG3VWT3GKvRo/sLCfObo5Q6KCKn0FqfZqKvsCwQkTut/1PRI8WbgInoHR++2Y1r6eDLaI/lfxKRu9DL9GvRNkrXWmUL1bjcY53zKRH5LHrk4LfSfQHdUX1GRfD3FoEH0Z7153S38Erb3CSiwRgdci/DeVppW67ucKOIRJoK2aUsn3VKqedE5F/QAusOEXkcrcovQz+HYvQuGnGNGpVSn4jIO8CXReQnSqlTVtQ9dP8ZfSGKW4/XlFJbRW+X9Bdgp4j8Ea3VzEH71pqHFvJ+GVbOX4nIaPTClYtFb5F4CP3ejEH7EVPAsS6ut1lEbkCPsNeLyF/QmkY3etX0bVZ+TwDXoOt1LC3nK+gdSEYpPSXawbdEJNIo+AkVY/cUpZRHRDZwZop3TViStZwZJd8fEt6TskbiP9EO3H+EFsy6Svt19ExET4j6LiuljoneJvAF4FMReQY9aG5HT0degW4fE10AN1j5Hdou7z1EnkQ/+2+hXfTEt22YXsgxyvqVgdaKdNSt1YS63NG7Ur2KHjwVAF9B3/er6OYOUigVaTelcN5Cv5tvIPIgeor8emLtXKIXJ92HfpefRi80iocn0Yqa54FcOrfxL4Zc68tom+r/Q7tC2o9+HouAL3P27Esi+SaSNho/QM/mrULkYc7s7rGbzjtYJZK2M9qk5H30lPG/A4sRWRySogWlXgJAqW1E8hYi8jOgFqWeC4v5A1ruuc+aXl6JVhJcgp7ifwldPxJDqeOI3IL2jvCp9f50OKWfgn6O+eh701Ve8UnlnNEAdnx8aCFpPXolW1SNAWe0fIoIXrfRDjoVYdrBkPgjIccH0YLiPnRluxaQOK+hjAgaQCvOgd5CaiVaDezjjK3AtRHSJwN/jW7EW9Crt3aiBbHMCOnvIYp2Cd35dFxfwhrAKGliaQBjfdITKbsVf18Xef4swjGXoF+ASvQU3Em0IXUnrVZIuSNqLkPq5v/10jOK9vlqSNqxaCeqR9Capjp0Q3RLF8/lYvQuLcet41qsMv0WmJVAncmxrmOrlYcHrZV8EJhhpenQbJfEKM9l1jn+Mc5nGVU7GpLnT6y0hyLEZaAFcUWIdrCHZY34zqDf5TagqKv06G3FOq6xWxrAeN5l9ADnp2gzmGbruZ1Ad8h3EGGXmAHz6U0NoA7/poLDCjxK76rwmdPniK88K618I33uC0v7p5BzVSutgZycwLV31gBGTne2BlCHXapgvdLazWorr4KI5TxzzDtW/JUJlPFIjPsR6f6nK/iFglMK3Epr0+7oUb6JliH6tVym4COlNaC1Ch5V1nvco7Sdjy3rorxH4sjjiIrWH0Oagp8orSF0K2iz7vMPY9alWBrAM2mGK/hfK+826/p3Kb0rTcTdhsI/opTCYDAYDAbDAEHkdbSh/0j6x92IYQjQ26uADQaDwWAwdBeRUejdRR41wp+hLzEaQIPBYDAY+huRaWj70W+hXZuNR6nO7lgMhl7CaAANBoPBYOh/bkN7zCgE7jTCn6GvMRpAg8FgMBgMhiGG0QAaDAaDwWAwDDGMAGgwGAwGg8EwxDACoMFgMBgMBsMQwwiABoPBYDAYDEOMISMAikiZiCgRuae/y9KBiBwRkUfiSPeIVfbubN3X71hlv6+/y9EbiMh9ItLrK6f6Kt+Biogss+rFV/u7LKGIyEoROdHLecbd9gzEdspgMAwOROQeq/0oiyf9kBEADQZDzxCRMZagOivO9DYr/U19WzLDUENE0q269aqInLI6vUeipO0YQEf7/H+RjouQzywReUdEmkWkQUReEJExCZ6vNI7zzBWRX4jIdutcFSLyvohcFiW9Q0R+LCKHRcQtIntE5DsiIt3NN9Ey9PSeJZLWuo8rY9yL03XBUrLEevYqPD8RGScivxORAyLSLiItIrJFRP5dRIoTuf5EEJEbReRxEdkvIm3W8/yziEzoq3MOSo2SwdCP/Bt6L9ehyBjgn9H7H2+NI73NSv8oet9ng6G3yEfXrVPAJuC6GGkfBN6LEP5XwDzgza5OJiKTgNVAFfD/ofcZ/wGwVkRmK6UqIxx2N3p/61DqujoX8LfApej9sX8DpANfAt4VkW8ppX4Xlv536H3sHwI2AFcAvwZygX/tZr6JlqETidyzbt7fePi+VfYOlqD36/4p8GlIeKVVjs8AjwOtwBNWGjswG/g28BmgrwSyB4FG4Dn0vu4jrXPeKCJLlFKbe/2McW803U8fILWX8ilDb9B+T39fU0iZjgCPxJHuEcI2qR9MH6vs9/V3OQbyB7hPv479X5YYZbwskXcIPcBUkeo4sMyKi77Zeey87UBSH1zjSuBEL+cZd9szENupgfgBXMBw6/+o9SzG8alAE7A9zvQvAs0d57TCpgMB4JdhaXvUXgMXAslhYSnAXrQA6QgJn2md6//C0v8FcAMl3cw37rS9dM8SSauAlVHOGbMuAPdY8ZdFiJsFeICNQF6E+Bzgv7rxPDve6WVdpFseIWyyVaZX4jxXx/WVxZM+rilgEZlsqUnvDQlzikirFV4cEn6VFXap9TtXRP7LUqE2WirVTSJyR4TzdKjOR4jI0yJSjyWlh8QVWv/XW6riZ0QkJ57riHJtaSLyHyJyUEQ8InJSRO4PzVNEXhSROhFJinD8P1nlmhASViAivxWR4yLitdTQ/ykiru6W06JYRP5i3cdGEXlSRArDyjNdRP4QokZuEJG3RGR+hLIvE5EVIlJrpT1kqaAzwtJdbKnmO57fxyLSacQtIkUi8lRI+f4iIiWJXKCIXC0iH1p1q0lE3haRC8LSdNhJ/ZuI3CoiO0RPfewTkdvjOMc3reMnhoQttsJ2h6X9qVUvUqzfnWz1xLIbE5GRIvKSVS/rROSBSM9cRL4gIrvkzHTNlxK8RyXW+9FkPd+nrXt/lq2lxLAHiZDWLiJ/b5WnzSr/ZhH5dkdewLtW8j/JmamT+8LzttKXAT7r590SYaolJO03RE+3eERkq4hcEhbfYS/4NRH5GxE5iG4UL7Tiu3yHrXSzRE8ZVlr3/piIPCciIyOUKd5n2WV9jYboqabXrGNrROQhIDNCujTRbehBq9zVIrIunrp+vqKU8iilynuQxc1ABlo7HRMRSQeuAZ4LPadSagewAvhc9EMlU0QSMrVSSq1TSrnDwtqB19BCSOg05Get71+GZfNLtJB8U3fyTbAMnUjknvXg/vY2/4oWID+vlKoNj1RK1Sul/q6vTq6U+iBC2G5gJzAlPE5ErrDaaLdoGeNvAQlPF4u4poCVUrtFpBI9an/QCl6AHkUFrfCnrfCL0Q3/R9bvMcAdaFXyQ+hKeQvwpIg4lVKRXsA3gd3AP1jpQ3kdrTn7B7R0/G3AC3wxnmsJxWrQ3wemAr9Hj24mWHkuFJFFSikP8CT6RboaeDksm88Dm5RS+6w884CP0Y3L74FjwFy0Sn06sacquuI14Dj62qcA3wCmisgCpZTXSnMlelT4DHAUKAK+AqwSkTlKqT1WOSej7/Me9LRmM1rlfD26E2q20t1q5fUR8C+A37rmV0Tk80qpZ6x0LvQ0y2TgAfTzuwp4I96Lszq0p9HP4T4gybrGVSJyqVLqw7BDrkJPSzwANKBV+38Wka0dzyMKK63vZda5QNfbIDBJRIqVUhUh4Rutxi8WKei6tAr9rBcB9wLVwI9DrvEL6KmF7ejnmAn8DxDXwgMRSUbf54noqZ/dwOUkcJ+j8E/W5xHg/9BTMFPQUya/RU/P/BT4f+h6vcY6bnuU/KrRU2CPWml/b4WHT+Xci35XHkK3G98HXhaRUUqp+rC0f4Vus34PtAGn4n2HRaQAfd8arOurAYahp8tK0e9pB/E+y0TrKyHH5qPvaTZ6uq4cvRVYpPbwfvQ79ztgB7rOzLTK9Wy0cxhicje6LXsijrQz0M92fYS4j4FLRaRUKRX+Dtei63a7iLwJ/EgpdbAHZR5mlTn0vZgHVCqljoal3YBuz+Z2M9+epk3knnX3/vYaogf4VwJrlFIH+uo8iWINHoo5u31CRC5Gy0In0P2yQu8h3ZDQCRJQYz4DnAz5/Q9oYWQt8EBI+Drgw5DfLsAelpegG9g9YeGPWBfyQITzd8T9Iiz8V+gKmRmnGvaekLAfoYXHOWFpbyBkegrdGTYCz4Slm2Ol+35I2P1oFfmIsLTfI0z1TOJTwOHn/64V/s2QsLQIx+ejbStCn9NfWccWxDhvKrqjfC4s3I5Wkx/jzHaC3w4vixX+NHFMAaM79pNWncoOCS9FC6ObIjzLFqA0JLwErRn67zjuaQXwVMjvd9C2Fx7gcx330qof/x6S7j7CpmrRAuVZ9cAKfwWoinCNB4H0kPBp6KkOFUe5O57518PCHw+/z8SYDoiQdgvwehfn7osp4ONh96LjnfpWhLSVQFZYPvG+wzdav+d3UeZEn2Ui9TW07fkfK+zqsDzXRkhbD/w2nns+FD+x6lmU9MOt9+21ONPfZuV/fYS4b1lxF4SE/RT4X7Ti41brWbvRA4hR3bzGKei26fmw8J3A5ijHVAFvdiffXkgb9z3rxv1V9PIUMFo5owibbu6l+tnx/i/rxrFftY79blj4RrRMUhwSVmyFRWzzI30SUU2vAkrkzFTnxejGciW6gUZEUtEjklUdBymtqg9Y8UkikgvkYWkxJGy60eL+GOUIj1uBFkhGJXAtHXwObUB8TETyOz5obVc72ggWpVXhzwPXW+rqDu5ANyRPg9b3o1Xy76BHfaF5dkyfXdqNcnbwi7Dfv0cLQdd3BCilWjv+F5FUSyMJekQYOg3caH3fHGOK4jL0s3oi7Fpy0NrDEZwxiL0e3fH9ISyP/4vjukDXmxLgQaVUQ8j1nACeAuaKyLCwY15RIaNCpdQptEZzbBznW42uw4h2r3Mh+po2YtVnK8xJSH2OQZAz2vEOVgAFIXW84xofVkq1hJR7J/B2HOcAuBZtu/SnsPDwKaBEaURrkyf3MJ9EeTzsXnyCvr5Iz/BJpVRjWFhc7zBn6vv1EsGUI4xEnmUi9TWU64G9SqnTCxCUUn70gDacRuACERnRRbkN8fFF9AKlR+JMn2J9eyLEucPSoJT6f0qpHyqlnlJKPa+U+lv0885Ha2sSQkQy0TZ9beiFEeFli1SujrKlRInrKt9upw0pF1HKFn7PErq/fUSH6UVTTzMSkZwI/SVAVmh4uIlKhHxmotv19Wjtf0d4Ebr9eVqdmanC+v/JRMqaiAC40vpeFtJhrrI+E0XbAXbqMEXzfRHZg36YteiR0H9YSSLdhMMxyhGu6q63vnPjv5TTTEJPo1SHfarQFS7Uvu4pK+xmOEvY+yDkIRRY5fhshDx3WWnOstlLkL2hP5Senj4CjO4Is2xOfiUip9ArmWqs81/L2ff6afTU3INAtegl918NE3AnWd8vRriejqmwjuspA46oM1PREcscgzLre3eEuI57NzosPLwugK4P8dSFlcAwa0AzD63t66jPy6w0F6O1y+viyK9KdZ4mDq+bZdZ3pHuSyH06qpTyhYXHmvKOhx+jp6t2ibZP/I2E2eL1EYk8w0jtQrzv8Cr0dOmPgVoReUNEvmc10OEk8iwTqa+hlBH5mUWqB3+L1r4cFZFPROR/RGRejLwNsbkL/TxfjTN9R12IZMOdHJYmIkqpd4FP0CYHcWNNTb6KNqW6SSl1LCxJe5RydZQtYrniyLdbacPKRZSyhd+zHt/fCKgE03cIfp1scLvBFs5uiz6xwl8KC98SLQMRGQe8hZ6putkaHHbQ0a70pB8BEnADo5TaJSJV6E5xG3pp9Ur0NIgP3WlORXeYobYvfwP8N1oy/Xf0hfvRRp8/ILIQGuthB6KEJ2T8aGFDawr+KUp8fcj/H6BdDtyBnm67GD3d8+OQNB3X8iLRtZgnu1HODuKp1H9Gaz1+jq54jWiNxt8TolVRSrktO4LFaNvGy9B2WD8WkQuVNsbtuJ5vopelR2Kn9S1RypfoixgpvUSJ60ld6BikXIzu1MuVUgdEL1L4B2tAczF6Kq8lSh7xlCW0PNGuIxGi3edIREwnIvZOCZVaI9rn1rXounAz8G0R+aNS6ivdLWwcJPIMI7ULcb3DSs+RfFZE/hvd9lyG1k7/k4hcppTaGkeZIpUrkfoaTlzPUSn1FxFZhdYiXQZ8GfihiNynlPrX2EcbQhG9GG4ycL81gI6HjjY7kkZ3WFiaWBxFTzXGhaWpfhE9wLlFKRVpJuJkpDytY/MilSvOfBNOG6FcEN89S/T+eoiuEUy1vhMVGA+gTUlmJnhcJL7A2eUrQtua/g1aduogmnA+Ej1DGkRPVZ8KT2J996QfARL3A9gxbbYNbQ94AEBENqEFwCloe4TQDvMOYJVS6s7QjMRaJdzPHEDb70TyEXUWSqmgiDwNfNcyKL8DrdF8ISRZNXokkRxPnt1gEmcW13QsvCjDMsgXkWx05/YvSqn7Qg8UkZ+EZ2Z1imuszz+IyNXoxQTfRtt4dgh9dXFcz2HgQhFJCtMCTop2QBhHrO8pnH1PQ/M4Qi+hlPrUGtAsQ2tGOxq2degBzdXohU4/761zckaDFemeTIwQFi2PRaIXUIVqASP5puoYwORw9r2L6IjVml59CnjK0vI/CnxZRP5L6UU1vSHM9zZxv8MASvvS2gz8RERmWP//CP0+J8IR67u79fUIkZ95xHqglKpCm1f8wTK1eQMtvP5PBG2lITp3W99drv4NYQe6TbiAzqYBF6C1zfEsUBhnpe0S6/17Fr3A6wtKqdeiJN0MXC4iI8M0c/PRg6OzfMclkG9CaSOQyD1L9P4eBsaLiE0pFe5nsVt9hVKqXUTeAa4RkXGqBwtBVNjiLznjhWGzUmplrGNFe814Hz0jdbFSKtKsxyHruyf9CJD4TiAr0Qa0X+Jsu6hVaNX2AjrbSwXCz2MJUH2pVYiXPwOTJbJLGrtlrxjKk2ih+Qto495XlVKnbQYsW8dngStFZHGEPJOj2DzGy/fDfn8drYnteDED6E43/H4vQ79IoWF5dKZDJd1x3W+jhYh/sKYBzkLOdkHzGnoKMfy5/nWE80RiE1rD+nXL3qTjHMPQ9/sTpVRPtKeRWI0WAC/CqreWDWWHUJBEfPZ/8bIJrdL/qoikdQSKyDT0CrR4eAM9TRHuOuZ7EdLut76Xh4V/PzxheH2wphx2WD876kPHwC4ut0vW++CON303iesdtuxywrV3u9Gj8O6Yj/S0vr6GNp25OuRYB2HP0bqGrNAwpVQb2tbVDpwVZ4iOpc36HLBbKbUhShqniEySEPdVSqlm9Ht3W2i49d5eAjxrDaYREZcloIfnextaU/d6WHiJdT5nSJgNeAy9cOkbSqmniU7HKvDw9/97aI3WS93JN8EydCKRe5ZIWotX0W3KWZ4/rPf7O9bPRITVDu5D96F/jtQ/iki2iPTZJgByZq1AIXCVUmpXpHRKO8XeDHxOznbBV4xue+ImUQ1gR2c4ibM1IyvR7iFC03TwIvBvlvbsA7Th9L3o1XMFCZ6/t/lftMbsCdF+7Tq0a+PQAt4/EmIorJTaLCJ70f6CMohscPn/gKXAB6K3o9mCtmOYiPYifitn7CkTZaKIvIperDAFPTW7A2vhhVKqWUTeB35kCWz70I3Ol9D+FEOFzx+LyHL0i3KEM57eg1iLWqz8vopeAf6piDyOfm4lwEJ0PeiYVn7YKs+vRWQq2g7qavRCkS5RSvlF5PvWuT8WkT9yxq2GE71qubdZhV6BBmc/k5Xo5xjgbHOGHmFd49+htQ/rrPqRiV7Zu4P4ph8eQt/n+60Gcg96hN7hy+50Q6m0+6ZV6PcvDz2KvgI9iAtnt4isRS+CqUTX1++gbUo6tAifoo3AvykiLehFPzutRSzR2AhcJiJ/Y52/SkXwd9UD4n2H70Zr719Eaw0daGEg2nsck16or/+NbqyfF5Ffod3AfAY98g8lAyi3yr0N7WFgNnp1YKj98ZBDRL6DdqPTMeCdISL/aP3/ilIq3EXRdehp0f+Jke1w9MDgUfSK0Q7+AW2Mv1pEfo22V/sBZ9uzg24b11vPax96gHEBWlg5jhYyQvlPdN0czRmt1c/Qbn9WoRcT3hl2zLuWEIBSaotV9/7aUi507ARyO3omKHQQEne+CaaNRrz3LNG0P0W323+y+rAN6Knfa9EzlL+MJjzFwurf70I/+70iEroTyEzO2Pb/v+i59Ih30GZ0D6AHtWctyFNKhbos+lu0sPiRiDyAnha+F60dnBX3GcOXBcf6WCepQncyE0PC09Eq3E7uWNAN7b+gK7cb/XJ9hwguKojhQT1aHGdcRMRcYk0UD/to4ez/Q9uyudF+dLahG+iREfL5sZVPHVF2IkA3Sv+N1sB40AsxNqC3LsoNSXeExNzAlKJXYjWip5r/DBSFpS1E2yhWoReBrEPbBD6CXqTRke4S9Mrm41YZK9FGp53uI1qz+6J1HR60+5dXsNylhKQrRneITZzZ0qaEONzAhORxDVroakMLGO8AC6M8y3+LcPxKorgIiJB2mpXPqbDwq6zwjRGOuY/IbmA67R5BFDcs6M5gj3Uv96IF7075xij3MPTIv9m6z8+gBXEF/F1Y2hHoEXMrWpv7GLoTPOuZoG1E11nP2I12VfOrCPXrVvS74o3nuaIbtFXW+VXHsyHGTiCEvRex0sb7DqOFpifQ00ft6MVoa9AG1j15lonU1/C2Zzxa89FqlechtE+002nRQuV/oYXweus8e4GfABnx1Jfz9WPVExXlc0+E9C+jB3XDYuTZ8aweiRA3B93ptljv3YvAuLA02WgBYo9VH7wh71JhhDwfCa9XnHFFFO2zLCwPJ2e2aOxoU76H5aKrO/kmWoYY97PLe9bNtAXoFbIHrXvcjB78fbmL8txDBDcwYWkmoqeiD6Lbk1a0IudfIz3DOO5BR52Kec+6uN8qQvqr0Hb+HrR96Y/QfUmndirap8OHm8FgGMSIyGx0Y/AFpdRT/V0eg8FgMAxsErUBNBgM/Uwke0y0rWWQ3rVZNBgMBsN5SqI2gAaDof95WkSa0WYFdrTty6XAb1TP9kc1GAwGwxDBTAEbDIMMEfkG8DW03V8K2vD3EeB/VGe3CAaDwWAwdMIIgAaDwWAwGAxDDGMDaDAYDAaDwTDEMAKgwWAwGAwGwxDDCIAGg8FgMBgMQwwjABoMBoPBYDAMMYwAaDAYDAaDwTDEMAKgwWAwGAwGwxDDCIAGg8FgMBgMQwwjABoMBoPBYDAMMYwAaDAYDAaDwTDEMAKgwWAwGAwGwxDDCIAGg8FgMBgMQwwjABoMBoPBYDAMMYwAaDAYDAaDwTDEMAKgwWAwGAwGwxDDCIAGg8FgMBgMQwwjABoMBoPBYDAMMYwAaDAYDAaDwTDEMAKgwWAwGAwGwxDDCIAGg8FgMBgMQwwjABoMBoPBYDAMMYwAaDAYDAaDwTDEMAKgwWAwGAwGwxDDCIAGg8FgMBgMQwwjABoMBoPBYDAMMYwAaDAYDAaDwTDEMAKgwWAwGAwGwxDDCIAGg8FgMBgMQwxHfxegv7jqqqtUTU1N1PhgMIjNZuTjoYBSCgAR6eeSGM4F5t0eOph3e2hh3u3IbN68+W2l1FXh4UNWAKypqWHTpk0R45RStLa2kp6efo5LZegP3G43drsdp9PZ30UxnAOam5vJyMjo72IYzgFerxelFC6Xq7+LYjgHtLS0kJaWZgT+MEQkP1K4EZUj0DFqNAwNzPM2GM5fzPs9tDDPO36MAGgwGAwGg2HQYzR/iWEEwCiYimQwGAyDG9OODz2MBjB+jAAYAVOBDAaD4fzAtOdDBxExzzsBjABoMBgMBoPBMMQwAmAUzNSBwWAwGAyDB6MBTAwjAEbAVCCDwWAY/JiBvMEQHSMAGgwGg+G8xQzohw5G4E8MIwBGwVQkg8FgMBgGF0bgjx8jAEbAVCCDwWAY/JiB/NDC2AAmhhEADQZMR2EwnK8YgcBgiIwRAA0Gg8FgMAx6jAYwMYwAaDAYDIbzEqPZH1qY550YRgCMgqlIQwczYjQYzl/M+z20MM87fhz9XYCBiKlABoPBYDAYBgJKqdNySfj/8cRHI2EBUESWA+8Ch5VS46ywlcDFEZK3KaXSouRTBhyOcpr7lVLfttIVAX8A5gLvAPcqpdxW3CPA3cD/KKV+FJJ3KXAcuEQptTKxKzQYDAbD+YCZyRlanCsbwK4EsJ7ERUNETtfn8P9Dw6Kli0RCAqAljD2KFgDHhUTdAiSFJgU2oAW2aBwHSsLCFgN/AZ4OCfsJsA34e+CHwA+A/wyJdwPfE5HfKqWOxn0xXWAaDoPBYBj8mBmd85tQASoQCBAIBPD7/Z3i4v2OVyCD6EJZ+G+bzRY1LpIwd66IWwAUERvwJPBbIJkQAVApVReW9nKgFHggWn5KqQBQEXbczcAupdSakOAcYIVSaoeI7LN+h7IOSAf+A/hCvNcTC9NgGAwGg8EQm3gFq/CwruKj5RGNDsEpGAzi9Xqx2+1dClyRNGjh3+e7IigRDeCPAQX8N/BPXaT9BrBFKbUx3sxFJB+4FfhRWNS/A6+LyGPAXuDysHgF/A2wSkR+rpTaFO85DQaDwXD+cj514PEKV32RPhZdCVKRwmw2W1zHJqoZCwaDtLe3k5qaGlf6oU5cAqCIXIIW6mYrpYKxHoaIFAM3AN9JsCz3AEHg8dBApdRWERkJFACVKkKtVEqtEZGXgZ8ByxI8b0TOp4bDYDAYDGcTr0AU/n9X6XuStitiCVWR4kL/Dxe6YuXRX1OSvYGZwYufLgVASzP3BPBlpVRFV+mBr6Dt8p6KtxCia9nXgWeVUvXh8ZGmiyPwd8CnInID8ElX5wwGg7S0tISW4fT/Xq8Xm82G3+/v9ALE+p1I2t74bTAYDH1BNCEm0u+u0iaSvrfiQmltbY0aB10LTtHa4VhTjF2ljXVeQ/cx9zEx4tEATgOGAa+G3FwbWm7zA3cppZ6C03aCXwOeVEo1J1CO5cB44K4EjjkLpdQ+EXkQ+C/g6q7S22w20tLSojYiNpsNp9PZKTxS2ki2DZHSxTo23t+9RTzCZbSXqQsNcK+EdxXXm2mCweDpTyL0RmMz2Bus3qqfieYTT/poaQKBAD6fL6EVg7HSRYtLNDxaXE/CekqkdqJjYCwiEY3bY+URKb+uBK2u8olHkMrIyIgYbjj/MBrA+IlHANwITA8L+xZwHXANejVvB1cBo4AHEyzHvcB2pdTHCR4Xzr8AX0RrE7skmpGn3W7HbrfjcJw/bhJ7u2Pp6iWLt/OLZyqkNzrpWGncbjfBYBC73Z7wObubfqiTqOAbb/p40vl8vtMCYHfzi2fgkogGP94BWE/CeoNt27fy6iuvoFTHgFeH2+02vvnNb5GXl9cn5zUY4mGwD6jPNV1KOEqpVmBnaJiIVAFepdTOsOT3AhuVUlvC8xGRBcBjaI3hhpDwQuAm4PuJFj5CWatF5KfoBSs9yaenRRlwnMtOYrAhIrhcrrMEQMP5SyAQICUlxdT/BKmoqOCtd15j8b2VZBT4T4crBe//74jTMyYGg2Fw0GsqLhEZDlyLFgIjkQpMtL5D+TLgRdsZ9gY/B74JjOil/AznOeejwG8w9CZKKd5f8RZjl9SdJfwBBP3gcwe7Nc3a2NjIipXvMXbMBHbu3kJGWiZLlywnMzOzt4oOaDvAzZ9soqrmJBlp2WSkZ5GWlkZ6evrpT0pKyumFEgbDUKBbAqBS6j7gvrCw8lj5Kb0jR6cht1Lqp8BPu1mOeyKEuYGR3cnPYDAYDGejlOL9D96luuEYF87tvKDC227DleLslkZ1/YZ1HDq5lVONn1I4uZ6GBhf3P7CTGTNmsXTxMtLT03tc9tVrPmD7jh0UT3KTU9ZCQ5udqmYnvgoXnhYHnhbB3Qped4CU1CRS05ItoTCDjLQcMtIzsdvtBAIBgsGgdjQc8BMI+FFKsfCCRb0usBoM54Lzx8jNYDAYDL2KUoq3332DvYc3c8Hdp7BH6DGSUoK4230opRISAgOBAFu3bWHBXXWk5fvRyrc2Ri9q5NDaVn5z/1YuveQK5s2b3+3p+nffe4vj1btZ9t0TJKXG1vQHA+Bts+FpseNpseFptVHfYqeyMQkVsCH2oP7YgtjsQWwuaKl1Uv7SMe754leNSYFh0GEEwAgk2pAZDIbBg3m342fzJ5vYc3AzF9xzkqSUyAKU3Ql2u+DxeEhOTo477+3bt+Nxe1nzUAElk9uYfUsjAMnpQaZcVcfIeU2se/4t9h/cw0033JaQc9+mpiY2bFzPzr2bmH97Q5fCH4DNDskZQZIz4vcGoILw0R9PsnHTBubPW3BaQxgIBHA6nefVQkLD+YepnQaDwWDoRFVVFe9/8A4Lv1QZVfjrILNQcejQIaZMmRJX3m1tbbz3wVuUTPGQkuWjYncq0HhWmvR8P4u+Us6+D9q4/4FfcdMNtzF27NioAnxrayuf7vqUHZ9upqqyhuKJHubfWYfTHr9Qmihigxk3VfHew2/z5htvITYtDNvsQsCvyMnLoHTYSEqHlzFs2DCKioqMnaFhwGAEQIPBYDB0YtXqD3C3+TmxNZNJl9XFTDtuWQ1vv/Ya48aNIykpKWq6EydO8NGG1Rw/dpzSOQ1MuKSB5ioHhzek43VDUpisZnfA5CvqyR/bxqtv/RlPq40RI4cxvGQ0bncrDU21NDQ20NzYis/rp2iCj+JFDUwf6zk9Xe1r1iuV+0rxm57v5/IflSNogbCDgB+aKp00lh9j+/GtrP7YhYNUrrnqRsaOHds3hTEAZhYvXmSoroCcN2+e2rQp8rbBbW1txi3IEKK1tZXk5GTzvIcILS0tpKamGk1MF3i9XrZt28ba9W+z9DvHu0y/49V83KeKWbr4UgoLC0/7U7Xb7dhsNg4cPMAbb77C2ItryCn1kT3MB2jhbNPTeTRXO1j2nUpiPRZ3s426o0k0VbhwpvpJyQyQnBUgJTOAKyMY8VhfcxqO9NY+EwDjRSmo3JvMnrfzGVY8iquvvIHs7Oz+LdR5iHm/OyMim5VS88LDjQYwAkNVKB7KmNGiwXAGpRTBoHbtkpYbiOuYadfVcHJnK6s/qaO9wUEwoAgG9OKKQECRka+Y+7kqckb4zjpOBOZ8ppYPHy5k5+tZzLi+McoZtI3esGluhk1zx38xA+TVFoHiSW4Kxp3g0LomHvj9MRbMX8iSxRcbH4qGfsEIgAaDwWA4TXNzM089/SgVJ2sZOXIkKcPa4zpOBIZPb2f49PjSh2J3QMFYNw0n+6JLUqAEZGAM7O0OGL+0idKZrex5dxVbf/sJV11xHZMnTzYD0V4gkS0ehzpGRxoF8yIaDIahyCdbNpNUVM7YRW0cO3aM1FxPn5/T5xaOfZJK6azEhceuGKgteUpWgNm3VTH1puO8s+p5Hn38Yaqqqvq7WIMe03fHj9EARsCMHoYW5nkbDGfwej0kZ/gZMbcFv9dG/ui+FwAPr0/HlaYYMbP3BcABKwFa5Jd5uejeExzd2MAfH61k5vRZXLLssoRc6hjOxrTp8WE0gAaDYUgx1DUEgUCAhoYGfD5fxPjJk6ZSsSuLlMwg06+rIz0/PhvAWCgFTZUOmqochPfN7mYbB9elMeXK+h6fJ8rZ9RTwAMZmg9EXtLD0W+VU+j7i17/9OZ9s+cQIMt1gqL/fiWA0gFEwlchgMHQXpRSNjY1UVlZSWVnBqapjNDU1EQwGcTqdjB8zhQkTJlJYWHhO2ppdu3fx4UcraGxopr3ViyvVRmpKGnfd+ZVO25jl5ubibuk9wcPnFjb+OZ+mCjsIpGQGmXRZI0UTPAT88PFj+eSU+igc7+21cw5WXGlBpl9fQ8PJRta9+SobN63j2qtvorS0tL+LNqgwgnN8GAEwAqbyGAyGRGlqamLNhys5eeo4NVX12JMgqyhIWmErGRM85GQFsNkUXreNwweOsuHp1aiAg+zcTObOWsjsWXN6vUzt7e28/ubLHCvfz6Qrq5lc5MOVEUQEDq3L5OE/PsA9d32V3Nzc08e0traSnNZ7QumBNZm0N9q44m8rwAZ73s9gy/M5jF3cCkoR8NpY8IU+tH0bhGP57GE+Fn75JOXb63nqmUcYP24il196dY/3RjYYQjECoMFgGHL09iDP6/Xyx0d+T/7kakYub2NaoS/m9mNF4z2oq+poq7fTWufg3ZfqKCkeRnFxca+Vaf+B/bzy6gsUTGrkonvrcCSdXZ6xFzUhtiAvvPQMX/nSN05rIp1OJ4HIs8PdImeEh6ObU2hvtpGWE2TK5c2UTG5n0zP5+NqFWbfUxfT913OUdgTdl6foA0SgdGY7RZNOcGBVC7/93T6WLF7GBQsWGp+lMTCrgOPH2ABGwUwBGwyGeGhqauLZ554iu6yeyZc3kF/mjWvvWRFIyw1QOM7DyPmNbNz8ca+VqaGhgedfeIZpN55g6tW1nYS/DkYvbKE9WM2WrVtOh/n9fuy96JaueJKb0hluPvxDIUc2pRAMQk6pn8t/WME1/3iKYVP6fpHJ4BP/zuB0KSZfUc/CL51k28F3uf+BX3Lo0KH+LtaAxfTd8WM0gAaDwZAgwWCQrVu3sGHzOurrGhg+zc3Uq2q6nV/p7BbWPvApl15yBampqT0u30fr11I6u4X8MbHt6kRgyjVVvPrQq0yaOInU1FT27ttDRlHv2uNNvaqBpNQMDn2YyZ73sima0MbUaxo7bf3WJ5wn8kB6vp/5XzhF5d56Xnz1SYaVlHH1Fdeb3UQiYDSA8WEEQIPBMCA5cuQINpuNkSNH9ndRzuLAgQO89e5rSHIjY5fXMrfMg62HM3IpmUGKJ7exavUKrrrymh5pMdxuN9u2bWPxvdF31OhABeHI+mxKR5Wc3sN338FPGbagodvnj4TYYMKyZsZf3EzdsST2rczk/f8rIa/MzfTrGknJDPbq+TpxnsgDp3cTGduxm8hRLliwiMUXLTW7iViYKeD4MQKgwYCZNhhoNDc388xfnsSeFCQ3u5DiouEku1JJdiXjcrnO+qSmppKfn9/nZQoGg7z+5ivsO7iDSVfUUDTR3av7y467uI5NT2ym+skKZkybS1lZWbe0Ozt37iS/zEtKVmyhKhiE7S8VYG8t4wtfuBuHw4HP56PiZDUThveiEWAIIpA3ysuiu2toqnCwf3UWK35dRPYwH9OvqyejoOcuZzqdE8V5owa0sDth/MVNlM5qZc87K9ny281mN5EQjAAYH0YANBgMA4433n6FEXOaGL+sgYo9NbQ276XRIwRanPhrHAS8dvweO36PjZY6xcIFi7l46SVx5d3dDvLNt17jeM1WLvp6Bc7k3u9gUjKDXHRvOSe21bP5wDHefs9JkjOJsrLRDCs+owVVSp3+dPw+evQw3mA71ZU1+H1+pt/Q0OX5TmxLIVg/nLvuuvu09mjPnj3klgZITu9jjRyQWexn7u21tNbZObA2kzW/LyQjP8CMG+rIKvH3+fnPB1KyAsz+TBU1hxt4583n2bCpmGuvvomCgoL+Llq/YQTg+DECoMFgGFDs3beXEycPseTGBmx2GDbVHTO9u9nGyl+v5aILl+Bw9E2Ttn//fvYe3MaFX+sb4a8Dmx1Gzmlj5Jw2lIKWGge1h0+xp3qL1jaKpdESQBQi4G2H4/tTmPvZWsYW+0nJCsSlmfQ028nOyjvrnm3ZvoHi6X3lkDkyabkBZt5Qz8TlNg6syeCjR/O56CvVvacNHALyQP5oLxd9w9pN5JEHmTHEdxMxGsD4MAKgYchjGouBQ0tLC6+9/hJTb6yKeyVqckaQzHzh5MmTfWIv2N7ezhtvvcLEK6r7VPgLRwQyCvxkFPiBtqjp9n6QSVpugJJJia2mLZ3ZxpZnd/Pq6y9x/bU30dLSQvnxk0z8TGyBu69ITg8y7epGgn5h0zP5XPKdyl7KWZ03NoCx6NhNZNi0Nva9386vf7uDy5ZfyaxZs4eUVmwoXWtPMQKgwWAYEPj9fp565jGGza6loIvVq+FkFLupqqqKWwDsSugPBAKcPHmSY8eO8vGGDyme1kDxxHPhriQxWuvsHPo4jYV3VSd8bEpWkAV3nWL9o8KGjSUcLz/KiNltUV3GnCucyUFstt4uw9ARClxpQabfUENDeSNr33yNDZvXcd3VNzN8+PD+Lto5wwzq48MIgAbDEEYpxfsr3mXr1k9YfskVzO4nbUF7ezuvvPYitsxTjL+469Wr4aTmt3Hk6EFKS0s72ceFfzweD3a7/fR1doT7fD7KTx7nyLEDVJ6qJSNPyB7RxvSbm8krG5jblO14LYfcUV5ySrtnM+dwKWbeUsHKR9/FkaRYfO+5nf6NxMldKYy9sLn3MpQhoQDsRPZwH4u+Us6JbXU8+fSfmDBuEpddetV5v5uI0QDGjwxVSXnevHlq06ZNEeOam5vJyMg4xyUy9BfNzc2kp6cPuYbD4/Hw/IvPUN9+mHHLatjzdgEFOWXceN2tpKWlnZMytLW1sfPTHaxc9T5FE1uZfFUtdmfibZK72caWZ0sIeG1nbOUifIuA3e4gGPSftqHTcQqxK9KLW8gd6SG71IvTNbDbxsq9Lra8mMNlf12BI6lneXV0AwPhFdj6Ug7eNlhwR+8IowFPEqCwu/pmZfNgwOcWDqzOpnxbBkuXXMKC+Rect7uJBAIB3G73OWvDBgMislkpNa9TuBEAO2MEwKHFUBQA6+vrefLpR0kfXs3Ua2uw2SHgh30rcji1PZsbb7iFCeMnxJXXlq2fcOjwfi65+PKz9pQF3RhXVlZSXl7OiZNHSEvNJC0tnfJTRygvL6e9zUP+qADjL6kms7izFqupykF7o53cEd5es7/ztyVjS/Jhc/S+y5FzhafVxqrfFTJmYQvjFrf0d3F6lYZyJx89ms/4pc29cm0BjxMQ7K6BqcUNBqHuWBLtjXayS3xkFPbdCujmage73ypAtebw9a9+u88WTfUnwWCQ9vZ2IwCGEE0APP+evsFgiMmhQ4d47oWnGbO0lrL5Lae1PnYHTL68noJxrbzy8jOkpmRQXDyMqZNnMHHCJAAaGxvZu3cv48aNOy3sVVVVcKJmB79/eD/pGank5OSQnppJZfUpqivrScsRsoe5SStqY/enKTRXOsgu9TLzM01kFvujap0ayp18/HgeaXl+mquc5JV5WPD5OmSIb2DpbRfW/TGfjAL/eSf8gZ66nHt7Hdtezubw+nSKJ7cxcVkTSd3dIEUYsHPAx7emsOvtbECRlKJwt9q45LuVfeaGJ6PAz/w7T7HuIUefLZoaCAxVxVaiGAEwDFNxDOc7r73+Cv6gl9KZrRGFr/zRXi7+7gkaTjppOnWUF1/az5133M3JU+V8sOI9Csa5Wbk6hS/d/TUKCgpQCkqmtjFqXg2tdXba6h14WmyUzfAzs8SHI2QqdczCVupPONnzfiYfPZrPyDmtjL2oFVda5w6v4aST4oluZt3cgM8trH6gkE3P5DL/83V9eXsGND638NGfCkhKVVzwxe5vPTfQKRzn4dLvV1KxO5kjGzJ47+clZOQHmHZdHTnDE9OQCWemuAcCh9encmRDBt42IeAXZt1UT8kU7VR8y/O5bHwqnyVfr+qz84tAzqgWjh49cl4KgGYnkPgxU8BhKKVoaWkxU8BDiKE25e/3+3njrVc5cHgn4y+tYdiU2G4/Kve52Pp8ARkFihk3VZKe7+fE9lT2vlPA1Vddz569n8LwDYxZ2JpQORpPOdi7IpPaIy5GzGlh2lVnG/7vX52Ozy1MuUKHN1c5+OjRfIontjPjhsQXinTgb0/G5hx8U8BKwYYn8vG02lj89SpsQ0gT2tZg5+jGNI5sTGPu7bUUjot/OjfodaCCNuzJ/TsFXLHXxeGP02iqSGLSpU3kjvSSkh04a9V1S42dtQ8XcNX/q4grz2BQfxKZyQ36YfNzOQTqi/n2N7+f4FUMfEwf3hkzBZwAQ8kWzDD0cDgc3HDdzaz7qIiVr7zHsCnlMdMXTfCw7LsncaYGTwsdpTPaSMs9yQevvYTfq7jw6uh+6qKRVeJnwR11lO9I4dM3symb30Z6nhbKWmocHNmYxuxbzywEyCj0M/PGerY8n8vYpc2kZff9bhUDicq9ydSXO7nsr08NKeEPIDU7wOTLm1AK9q/OoHBcbfwHy+k//cqOV3PwtNqYfl0DnhY7h9ZlMuGSRhxJZwYi3nZb3PtK15c72PhUPgGfMGZhMxOXRzcHCAahfEcKR9an01LjICk1SHtjI4FA4LxbDGL67/gxAmAYQ1Ujahh6TJk8hQ8/+iCutK4INkk5pT4u+voJAn7pke84u1Nhs9sI+nXD3VDuZMNTuUy6rIn8MPcrheM9ZBYH2PJsPot7Mk02yF5zv1fY/lo245c29XjF72DG124nOaMbmtsB8LxHzmvmxNYM9q3IxJUexN0iuDLSmHRp0+k0tYddJGd0PbA5vD6VPe9nMW5JC46kIAfWZkQUAGsOJ3FgdQaNFU5sDsWIWe3MvqWe9Hw/m54qYdWaFSxfdlmvXqdh8GAEQINhCNHe3s627dvISM9g/4G95I7qmXNjsdFjx8Hp+T4CPoW72Y6nxc4nz+cw88b6iI6XRWDWzbWs+l0hRzamUjY/cc3jYOTghxk4XYqxFyY2zX6+0VjhZPiMRO+BQvWSBtDvhc3P5jD7tnqSEtxlbeKyViYuO1P2Ax+mcXLH2QJg4XgPB9ZmUH/CEdG3YzAInzyXQ80hF/M+W0fBWA8738wmLfeMi5vmajt7V2ZQfzSZgB+GT3Mz8dImsof7zrL5nXZ9JWsf/JjxYycyYsSIxC7GcF5gBECDYQjx0it/oSm4H8GBK9PDpOX97/g3LS9ASnaQTU/n4nAFmffZOvJGRbfXSs0OMPmyJva8n0XxlHaS0waAeqePqdybzMh559+K30RQClpr7RSMSXDQ0oszgtteyabmSDJrf1/Esu9U9mgqfuTsNva+n0kwwOlp36wSH+OXtrDhqXwu+U7FWSufvW3Ch38sBBRL760mNUdrQrOHeTj2STZrH8rH2+7A3SwUjfcy88Z68sd4ok4pJ2cEmXptNc+/+AzfvPe7uFyu7l+MYVBiBMAwlFLGhsBw3uJ0OskubGfc4l7caaGHiMBFX6kk4IOk1PiEuVHzWjm5I41NTxWw+GuJTQULioFgExYvSukt3wrHDryt6M4lnlYbSkF6QTf85IVUq2BQO9EuGOvB5oDmSgf15U5KZ7THnF5vb7JRtS+FRXfX8Olb2az9fQEL7qglObN7tqjVB5NxpQc7CWhjL2qm8aSTD/9QxMXf1kJm7TEnm57OI3+0l1k31Z/lLL10ZjtZw3yc3JFCSnYbJVPb43ZiXjLZTfW+et58+zVuuuHWbl2HYfBiBECDYQixfNmVPPjQQXzt4PcJGYU+Rs5p7/dFBXanwu6MP/1Qmgr2tGjBpy8dBA8Ggj5BhG7U1TPCUDAIq+4vwtMsBAMCAjabwpGsOPRhFnNvr6Gp0kn+GA8plmDndUPFrhT2fpDFsGluckf4uODOGra/nMsHvy4iq8TPtKvrySpJ7PnsX51B6cz2TuG6btex5qFCPn4sn4V31bD5mTzGLGxl3JLmiK6bMgr8TFzevUHdlKtqWfvgLnbvnsLkyZO7lYdhcGIEQMOQ5+TJk6zftIaGhkbGjZ3ApZdcEXM6xO12U11djcPhoLCwcFCtosvNzaV0+AgOrgtQPNFL5d4U9r6fTWaJh5Fz2hg+LbZLmIFEak6ACRc3s29FFiNmtSUkQA4m2hrsA35bunOB3yPd8ucnAp5WO5uez6OpwklKVoClf1NDwKfzc6UFCfhh3R8LWPenApIzgmx/zYbdoUAJAb+eLh1zYQujF+pp+KQUxbzP1dJWb+fQugzW/bGA5Kwg2cM8FI53UzTR3UmbWH0oicMfp5GcEaSxIglvu42xF0UW2uxOWPjFGtY/kc+7/1OMw6WiCn89xeFSzLy5kpeeep6Dh6ZxwYKLKCgo6P0TnWPMbF7XGAEwAqbSnP94vV4OHTrE7r07OHLkCGMuKWd4vp/jm+q4/8E9jB0zloK8EvLy8mhra6Oy6hQV1SeoqarF3e4js0AI+KC1QVFYnMucmRcwe/YcbP2sSquoqODNd17h5IlKRpYNZ/aMBUydOvV0nW5qaqKmrooLvlhDwRgvSkH9CScnd6ay7eUcsoqrSM9PfJXlgQ/T2Lcik6RUxbRr6imedG6mK0tntrFvZQaHPk5n/JLz00Yu6Jchv/tJa52ddX/Kp3Rm9zS9O1/PQomXObfWkVvmxWbjrGlUuwOWfL369O+AH9obHNjsCldGAHuUnjI1J8C0axuYsLyRkztSqDuWzJ73s9j6Ug5JKYqk1CBJaX4CPhvNVQ6GT3fjbXWQM9zH/M/VxtzeMDkjyOKvVXFyZwppuYE+3ac5Z4SPJd8s59jmJv746A6KiopZOH8JEyZM6Pc2rTuYPjw+jCPoMPx+P16vl9TU7u47ZBgMPPnnR6lrOUrx9AYKy2ykF58ZidcdS6KxwkFbTQrt9ck4U/2kFbSSUaD36UzJPtMY+zxCw4kkDq7OQ7VnUlY2hrTUTJpb6mluaUAFbdx5xz3n7Lo2bNjA1iOvMPWaWmoOudj7fg4pSRlce/VNOJ1O/vL8nymdX83Yi5o6H/tkPik5XqZf0zkulPIdyRxYnUUwIDiSgySl+mmudlI03kN6oY8972eQWRRg/udq4rbp6wkVe11sfTEHsStcqUFc6UHSC31Mu6opYqcZaHchjgA25+CYUm085eTjx/K48u/icw58PnJiWwr7V2dyyXcrEz5WBWys/f1wyhbVMGJW5ynXvsDvFZoqnDRXOWhrcOBrtzN+aSMpWf3juzIYhPLtKQR8QvEkd0xXMwE/nNqVwrENuSSpXO743N2DzqlyS0sLqampg1J47QuMI2iDIYTU1FRSJtQzam4bvuazNw3PHekld6QX6Frb4HQpCsZ6yB9zktojNTRVHqep3YarKIAn4ISGsX10BZEpKSlh9bpknK4gpTPaObkzmfYGP2+uepL2RmH8JbVRtSjOlCABb9cN5q53shkxu5XMIh/uZjvuJjuZRQHto86lKJnczqdvZvPBL4sYvbCZiZf0reuS4okervjbCsuNjI32BjtbXsghPTfA6AsinHuQKQcyi3wEA9rxb6LboJ0vZBb78LQIQT/YEu21RJE70sOeDzLJKPCTPdzX9TE9xJGkQtqR/iXgg0+eLcbpLSE1LY01HxwjZ4SXGTdXkpTSeYBmd0DpjHaGTy/n4NoWfv/w/Xz+s19k2LBh/VD67mE0gPFhBMAImMpz/lNUOJw9x9MYNbd3Fg+I6D1080frBl8p+OjhUq5YuqxX8o+XESNGMLpsPDtf9TDzlirsSYqcUh8zbuh6pazNpgh0MftbfSgJn1sYv7Q56rRYckaQubfXUX3QxbaXsynfkcHir1ck7DctEWx27R4mNTtA9jAfW14Q/J7z4z0WG+SP9nFkfRo5t3R/C7zBTEahn+xSP+/9vJi5n6klrywxIW7ixS0om52PHs1n9AWtTFjWFPeOG4MZv0fY/HQxhRmTuOXzt2Oz2QgGg7z73lusuf8Ths9qYtj0VtLz/Z0W14jAuCWNpOV7ePzJP3LtNTcyber0/rmQbjBUZzcTwehHwzCVZmgwa+Ysqval0NbQN71A/fEkAu3JTJgwoU/yj8UN195C04lM6o87cSQp/N74BCGx66miWDicCkeSYuVvi6g5EntLioKxHi75XiXpeT42/Tk/3uL3HOtyA+eRsqxsQQtV+1O6fD7nKyJwwZ01FE9qZ8/7WQkfr4BpVzdz4ZeqKd+eyuoHCvG5z48BQjTqjjtZ/9gwhufO4Jabbj89HWqz2bjyimu4+86vkR9YxtanR/H2fwxn5a9KWffQMD74VRHbX808veCmZLKb+Xee4vU3XqayMvEp+P7AKHHiwwiAhiFJamoq8+Yt4OCanD7J/+j6HBZdsKRfGiKn08mIkSNornbiTA7ibev6NVfK+gRilzdnhI/LflhB4fh2tr3Y9b2zOwChTw3YwxGBzEJF5d40ghE1mmpAbA2WCPljPCRnBNnz/uCyxepNRPROGZ7mBCeu5Izfx6wSP5f8VQXeNhst1effBJhSWku//tFh7HxhJBfOuYYbrru5ky1cW1sbKSkpLFm8jM/edieXLL8Uhy2FupPga3fQVJF+1jubVeIno0DR3n5ubCh7A6PM6Zrz7w0wGOJk4YJF/Po3HzNhae82au1NNmoOu5h1w+xezTcRKisrmDDPR1aJlyMb08/abQD0rgINJ5NoOJFE7dFkGk/aUUoYs6hrX2I2G2QP91GxO6XLtHXHndQeTeLSH5zqyeUkzLzPV7LpmVze/Vkx2cO9FE9qZ9S8wdN5hSMCE5c3sf2VbCZd2tzvfhv7i4wiH972bowmQmQBmw0cSeBusQN9bw94LlBK7xZzaG0eypPO0sXLmT5telQXVQ/94Xe4PW2oICSnC9ml7TiyINWbjt3lZcGdnd9Xmw2Cg0QFLSJGAIwDIwBGwKiPhwbp6elkZqfTXNmCK/FZpegosImQlBR7irSv+Hj9xzS3NJFV4sNmB2eyYuOf80jLDeButlN/womvXUhKU6Rk+skZ6WbS5e3kDIt/zvToxvQuV1Q2nHSy+Zk8Rsxq6VP7v0ikZAVxpgTJy/JSNLGd3e9m0lCexMwbB68NXdFEN45kxf7V6Uxcdn66vOmK1OwAwSBUHUyicGz3F1jYk4J4Wwe/FO1ptVG5N5mj63Nx2bJYvuRSpkye0qkP8/v9rFz9AS6Xi4sWLaGgIJ+61iOMWVJL4XgPVftd7HylGJvTx8K7KyIuDhGbGjQCoCE+jAAYhhk1DB38fj9+XyDKNGH3SckKIo4gdXV15OXl9W7mXVBfX8/bb72NKy142hZuzmdqObw+jfYmISnVz/TrWigc7+m2FikYhOYqBzNvjL6PcGudnY8eyWPE7FamXX3ut50LBqHxVBJzb68jv8xLZpGPD/9YQOnsNrILYdAtBUZrASctb+TTt7IZv7RlSGoBRWDqlY1sfiaPyVc0UBaHVrdDFvJ7Yc/7mdQdSaat3k5myeDW/n36ej7lO1IoGz2C6y6/iLFjx0ZUXrjdbv7y/J9pUYcJeO2cqjjJZz9zJ7t272LNBx+w7/0mbE4vHrefZV+twJUeWciTQaYBNHSNEQANQxKlFO+8+xbJ+c194hYid6SX7Tu2s+ziZeesMfL7/Tz97ONMvqyJ41tTWfHLYpwpQWbfWsu8zzT02nkOb9C7GWTE2JO1+oCL1Jxgvwh/AAfWppOUosgbpbVEmcV+RIST2zPIvmzwas9KprjZ9Y7i2Obze/u7WIya10ZSapDNf8nF22ZnwtLozzMYhHUPF4IvlZbmDNLzAoyY00ruSC9Zg1gAbKpyULknnb/+wV/H3LUIYO2Ha3C7DjDv5hqUgg2PwZatW5g3dx7Tpk7j4MGDrPlwBe7UClKzo4+GB5sG8HxU5iilTl9X+P+x4qORsAAoIsuBd4HDSqlxVthK4OIIyduUUmkRwiPlex/wz8AflFJfDQkvAv4AzAXeAe5VSrmtuEeAu4H/UUr9KOSYUuA4cIlSamViV2hGD+c7Xq+XF156lpqWg8z9XBUS6NqWLVHGLqll24trOHx0P9dfc3Ofbq1UX1/Pjp3b2bxlA1kjmhhzYQuj5rdSuTeZqgPJbPxzAcu/1ztOhOtPONi/IpNp18SeSvV7bdid/ddZBLxCUkrwtPZHBD01bwsMRuXfacQGI+e2cWxz+pAVAAFc6UHsSYqSSbG3Ltz+aiZBpRi7qInkvBZyR3rP6YKkvuLk9nRmzZzTpfAHUF1zCldG4LQNcOnseo4cOcC8ufMQEcaNG0dxcTG/+d3PY+ZjNICd6UoA60lcNETk9PWF/x8aFhoXjYQEQEsYexQtAI4LiboFCDV4EmADWmCLJ9/laEFue4TonwDbgL8Hfgj8APjPkHg38D0R+a1S6mh8VxKd83HUYNAopdixcwfvvvcmuWOaWXBLNXYH+PpASZVR6Oeir5VzZFMjf3jkQUpKipgyaRaTJk7q0qu+Uora2lpOnjxJZVUFdrsDV5KL9957D1eyg8zsNJxOJ0lJSSilKD9RTv7oANNvbSB7mA8R7Yh2+PR2iie18/4vijm8PpXRFyQuMLQ12tjxWjbuRicBn+BpFSYsa+5yS65gQGsM+ouxFzZzZEM6dceSTjvjTctV1BxxoVT7oBYCh09v4+CH6fj94BiicziNp5yk5QTIKIyuhQ4GoXJvKnNurSe70IEzo/+dMvcGSkHtoXQWXTa+y7Rer5fM9Bz2HkwDtMlG+bYcZo4/49RZKcW+fXsJ+FSnxWKhDHQNYKgQFQwGUUqdXv0cj+AV/jsRgSz8O1TwCv1ts9mixkUS5vqauJsPEbEBTwK/BZIJEQCVUnVhaS8HSoEH4si3CHgM+BzwbxGS5AArlFI7RGSf9TuUdUA68B/AF+K9HsPQoKqqij17dnOs/CAnT1SQnO1n+i3Vp6cG+xKxwegFLYyY1UrVgWp27DnOe++/xfDhw7jtls932m6woqKCj9avYc+efSQlK7KG+UgrbAEFgTYHRRPs1BwOIlnNjJivV/AFA8LJk9lMXF4fsTO0O/Xq0UPrMrolAG5/JZugz0bZBc240oKkZPvJKu56sUjTKRfpef3niC8pFQontHHoowxyR9YCsPDuSt7/ZREHP0xn3JL+mZruDdJyA6TnB9j2Yg5zPxPdDvN8pu5oMukFsfebPrY5FbtDkT/Gg79lcErKfq/QXOnA57GBAm+7jVM7skhzFjBq1KiYx27fvo23332DnFFtzPtC7enw5iobs26bA0BDQwMvv/ocje0nufArlTGdY7c32klOjryaK5aAFfrd8X9X8V3lEY0Owcnv959O35XAFUmAi5T2fCSRt+LH6MX0/w38UxdpvwFsUUptjJUoRKh8UCm1NspN/nfgdRF5DNgLXB4Wr4C/AVaJyM+VUp03+E2Q8/VhD0XeePtl/GmHKJrZRtm1XlIyz/0I1pGkGDbFzbApboIB2Pl6G2+/+wY333gbwWCQvXv3sm79Kurqahg5v4Gl32qNuFenUnBkQxr7VmZSfyyZkXNaGL+0Bb9XSM2JbLvjbReq9qZgs3dPGxf0C7mjPAntmNJab6f6UBILvxh7T+G+xO+HhhMplEw5s0ggKTVIXqmi9mDaoBYAAWbfWsua3xdw7JMURs4ZvO5tukNTlYPK/Uks+XpD1DTBIBxcm8noRS2DZso34BMayp3UlyfRUpFO0yknbU2KvIJMkpNTEJuQ5Exi/qRpTJs2DRE5renqoOP/trY23njzNeZ+thoVFA6vLaDpVBKOlCCOJDtVVVXs3LmDD9etpnRuExPmtmCzOfC3Oq2cxHIELaCgtdZBoC2NgoICmpsjvzuxBKloaTo0dF0dm6gg5vV6CQaDUQVWgyYuAVBELkELdbOVUsFYD0FEioEbgO/EkfWPrTL8e7QESqmtIjISKAAqVYRhgFJqjYi8DPwMWBbHeaOilDIC4HmE293GuOXN5JyD/T/jwWaHyVfW89EfdvHAQ7+itaUNV5aXUQtqmTHZHXMELgKjL2hl5Jw2jm5MY/+aDI5tSkcpOPhhGn6vjYDXjt8rBLw23aGcspOaFWTRPdVxlS8YhLZ6Gy01Ttob7PjcNir3pTDp0q4FJp9HqD7oYvc7WRSMc5Mzon/uef1xJxufziOj0M/E5WfbKuaWtXL4o2xUL6/8Ptek5wWYfXMDW17MoXhK+zl3s9OfbH8lh9wRHjIKoj/ETU/nYXcFKZvX9YKfs3oUJZ3+Py0IgeVP8Ow0Kjzccqrua7dhT1K01TpoqXXSWuOkrS6VoM9GRkkrOSM9eFttNJ9KoakihZY6yM3PoKSwlDEjiymYW0BOTk4nJ84APp8Pn0+/X5GEpKqqKuwOYc/bRXjbbPh9AZJSdTH9ngBvvPkqJDcz5/NVpOf7raKrM8KyqLO+y9fkMX3aDLKyetNfVt9h/ADGR5cCoIjkA08AX1ZKxWNJ/hW0Xd5TXeS7FPgWMEcpFVMto5QKAF2d+++AT0XkBuCTrgoZDAZpaWnpNDrxeDzYbDYCYZuihguFkUY1kdJ1dWxXxxthtGe43V6cyQPLbsXpUiy+t5zaIzUkZwZirqaNhN2pTi/0OLoxjX2r0znwYTrZpT6SUoLYnUFcmX4cSYrS2T6GT4ttKN9B1f4kPnk+DxUEZ3KQpFRFSmaQsgXRNXmeVhvl21M4tTuVxpMOXGmKwoltTL3q3Gr/gn44sT2F8u2pNJxMYvySFsYubu6k/Slb0MKJLVl88nwuC+4cHNtaRaNoohubTVF31EXxxNjTod2lUx+qJObvzsJSyO/TYXImKlp61REUHgdjFvjY9XYW5VuDFI33hmzsoo+rO+6k5WQG8++oJehOI+gGf+vZ5hYR6RCCQv4//R1STDnrtwq5PHV615v9K7I5ujmZoIKsnFQKCwsYVlBKwfRCnE4nR44e5ODKfWRmZjKydBwjp46kpKSk13yHpqenk5ycTHNdK6Wz2hi1oJH0PN2ntdXbaSivoWSKG4nDlVD9CSenPk3npnsX9ErZDAOHeDSA04BhwKshwogNEBHxA3cppZ6C01O6XwOeVEp1pTJYjtbqHQ3J1w4sFZF7gFFKqfJ4L0QptU9EHgT+C7i6q/Q2m+20DVa4Cl1EcDqdnUYQ0X5HWm7dk999NXLpjnDa3+GJpuuIV0qxd99e2ls9OF2gAiEtnYTd+6CgglHylcSfRTyXYrPrvXJ7QocgWDq7lU1P59Na5WTaXTVkFnXP9u7TN3MYe1Ez4xbHP222570sqg64GD6jlbm3t5IcxYcYRBAm4iVc6ABaauysfzKfoF93+gGf4EoPUjTBzeTLa8gqDkDQ1mnHN5sd5n+ulk+ey2Xlb4qZsLyRgtFe7B0zX2cdEOMmhAk3Kkp45/Rh8So8WbiwFD19fXkSTruL3GF2/C2pZ4SgiOfrBUKEIQn7fZYQdNbvCAJTWHyo4HS2QBV+rI4vmepFiZcdr2UjSW5KJlnvkfWu7vqgiNJ5tWQMO7sLcma0xn2pPaGlxsGJ7Sl8//s/IDk5OaIGT+8RHrmb2rN3N3v37WL+3EUMGzYsYpquKC4uprWlnaXfPtnJ7CU1JxDVZCQcb7uw9fkibrj+ZjIzM7tVlv7AKE7iIx4BcCMwPSzsW8B1wDVodysdXAWMAh6MI9/7gefCwv4EHEO7g+nO8PxfgC8CX48ncaQX0263Y7fbcZwny+u6Ejx7GtZVXCyhOdG84k1XU1PDylXv0thWzaybGrFLEoGzlGBnd7IBtwubPRihz+yqEx8YCDD3ljYOfZjJpidKmXplA7mjzky/NpxycmJrCu2NTpLT/UxY1tzJ2Wvlfhf4Uyid0oq/JS7PTQAEWtMonepl3MIgqJTeW1EdLiCERe1fkUVuiTD6gmbEru379O4FCnAQcIe9vyH5OZIczP9sM6f22Tm8Npfdr9uYd0cdablhWv/wBx6jTJ1lxTCtUQwBqdM5I+QV3p81Vdn55IVsyubX4UwLsQGMMGA5H/vC4dPbQCm2vZSD7da60xrQk7tceFqEMYv6z9fj4XXZXLDgwk6LvOKhra2NF158nrILGnnymd3kZudx4cJlTJw4MWJ/FQ2v14vfH4hoSxwvSsGOVwqZMnEWkydN7nY+/YWZAu6aLqUcpVQrsDM0TESqAK9SamdY8nuBjUqpLeH5iMgC9Grfu5RSG5RSVUBVWJpWoD5CvnGhlKoWkZ+ibQu7xflWaYbalPL+A/t54cVnGLu0jsnzW+PaLUEpwZE++H2qTb6mlbSSFLa8lsWlP2jE6VK4W2xsej6Tkkluhs1spPZIMmv+lE7xpDZGzmkja5iPo5vS2L86ialXVpKSl+CCAmcyXq//nGlXQNsp1hzLZPYtdeSMTlyLKnYnIIxe5GX0onre+LdhlH9qZ8oV5+4aekJLrZ2PH8tj+MwWJsZhm3m+MnxGO0rBludzmXt7LbllXna+nsPES5pxuPqnHfe2C6d2p/CZ73RvujQQCGB3wMRLmhi/tImK3dW892E1b72TwsILLmLO7Llx+f5rbGwkLcvWI+H/8Pp0gk2FXHnbNd3PpJ8wNoDx0WtqLhEZDlyLFgIjkQpMtL77kp8D3wRG9PF5DAOMhoYGXnzpL8y+vfKcuHkZiIyc3U7l3hQOrE1j8qUtbHwqj+IJHmbdrN2FlC1oo77cyd73s9j0bB4+t5CaHWT6tY0Mm5b4atK0PC+1R87dnsfBIHz6ViY2hyK/G8IfoDVsIX2DI0nwu51Rkw8k2hrsrPtjAUWT2vttl5WBROnMdoIBYfOzuSBCVpGfsgWRBXml+l4bemxzOuMnjCMtLX4tejRsdhg2zc2waeXUn3Dy6cfNrFq9gpkzZ7JwwUXk5IR7RDtDY2MjKVndF4Aayp0cWpPL17/6Bez2GCvTDIOabgmASqn7gPvCwspj5WftyBHz9VNKLUuwHPdECHMDIxPJxzD4CQaDPP2XJxh9Yd2QFf46GDa1nYPr0rA79J68F9xZc1Z8znAfC+/SYcEgPdpTNrvUy/EtPe/suiLoh90fZFC+LQ2bQzHntrq4DNjjweEEv3twdHL7V2aSludj1o2NXSceIoyc08aJbSnUHXMx/ws1/Tbl7W0XjnyUzZfvubTbeXRoAMPJKfWRc1sl7Y12jmxo5sGHtjKqbCQXLVzGiBEjOs3seL1exN696V+fW9j6XBHXX3tzTCFzIGM0gPFxfhi69TLn+zTp+cgnWz4hmFTL6EVGK5I70sOnb2ZzdEMSIopVvxlGdqmX4qktFIz1nLVQoyfCH0D+aC/edqG13kZaTu+vtg4GoWKPix2v5ZCSGWTG9Q0UTXT3Wiff3mjD5wbbIGoJ2+qdfXa/BysLvljL+/9bTO1hF8WRtofr4yY9GIAdLxcyefLUHm37WF1dTUpmdMElJSvA5MvrGX9xAye21vHcy8dITc7iwgsuZurUqae1daNHj+alV2z4PZLwdPihjzIZWzaFKVOmdPs6+hvTh8fHIGr2zg1m1DD48Hq9rFj5LnM+X31eGrwnSkpWkGXfraCp0onfbaPuaAo1B1PY8VoOdofCZreRWRQgJdtDcoZP76k6xR1zI/ho2J2K/NE+Nj+bR/Gkdtoa7Lib7PjaHCgFWcM8DJ/RTu5Ib0LCZn25g52v5dJab8NmhwkXN1O2oLVXnq9wZkXysY2ZOJMcDJtRE/OYgcK06+rZ9WYOq+4vInu4j5k31JGWawRBhwPGLm5mx+vaB2VnLZrSq8m7saq/K5SCLc8VkSHjufbqG3qU17admymaWt9lOkeSomxBK6Pmt1K1r4oP19fx5luvkpyq7QNFwOEQKvYmUzojMdOOqt2Z3HbDBd0q/0DC9OVdYwRAw6Bn/YaPyC1rI3tY4o6HfR7h2OY0ao9lMenKqm67UBloJKUo8sv0VLjWiNTjbRdqj7ioO5xC3dEUGk+l4nMrFHBgTSbDZ7Qy7erE/ffNuKGOT9/MoeZgCsmZAbKK/bgytH1e7eFkNj+TiwoKRZPamH59Y5f71376jnZwXTa/lZkz2sgo9PeJYN9aZ+fo5nScyf4eu+Q5V9gdMP36esZcZGf/yixWP1DEhV+pJus8qbc9YdxFrRzdmMGhdRmMX3r2TEBfjguDfqjYa+f2713fI3u5+vp6Duw/wMVXxr8gTQSKJnoomniS9iYbAa+glOBusrPluQLaGxIrj7ddaGtUDB8+PNHiDyiMBjA+jAAYAVN5Bhe79myn7NKGTuFKgd8jeFrseFps+tNqx9PiwNfiwtvqpO6EjbHjxjF7wihWPfY+026o6jOnuv1NUoqiZLKbkslaIAQ9dQVQfdDFtpdzcKUFGL80sdWwyRlB5t5eGzFuzMJWlNLOZHe9nc17Pytm9MJmJi6LfI76kw6ObUpn0T013RLo40OhlLDz1UJsNhtTr60cdJrjtNwAs26pw/N4Psc2pzL9mv7bdm8gMfPGOjb+OY8Rs8O2U+zD52t3wphF7axeu4Ibrru5W3kEAgGef/FpRi9qJCm1e5qrUH9/bQ12nC4b6Qk6mW+pdpJXkG36wCGCEQDDMGrjwUV7ezuVJ+tIPZDMqR1ZeFudWuBrBXdLELvDRmqai7T0NNLT08lIy6YgPYuMERmkpaVRdE0RdrudjIwMRowYyVNPP4anpZpRcweHS5Ce0rH1XNEEDxfcWcu6R/IYMbuN5Izeew9EIHeEj4u+Uk31QRdbX8qh9lAKC++p6TQtvO2FPMrmd0+bmwi1R1y01iaRP66NwnGDV+BXSnAkmTarg/zRXjKL/ex+J5vZt9aFxFhTwH3kzHPs4gZW/+ZTJk+cRltbG6NHj47bcbLX6+Uvz/8ZlXaKsYt7R5BvrnTi9wTJLErsPWquclBUWNwrZTAMfIwAaBjUiAjzF8wjxZlKek4G6enppz9paWk4nV279+jY3Hz48OF8+Z6v89gTfyTor2T0BUNrQUlWid42bs2DRVz4pWrS8np3w1wRKBznYdm3K1n7UCEbnshjwZ21p4XAY5+k4GkVxi/te21W+dYsvG4/E5dH1lwOFtobbQyfaaZ/Q5l2bT3r/lBwTty+dJCUohizuIFX33yG1Fwf6z7O45v3fq/L49xuN3967CGSiyqZdV3v2TC3VKbh86m4d/zooOFYOtNHlPVOIQwDHiMARsCovwcPycnJXH3Vtb2WX15eHl++5+s88PvfkjPC3eeaqIHGtGsa8HtyWfNQAen5ARbeVY2jl938JaUoFt1dw6Zn8nj3Z8XkjvQwal4r+1dlMfnypj534tvWaKe+3EH+aDcpWYN7AYW3TUjPG1p1tCuyivwgeho0rUMAOgdN+phFzYxZ1MyJbSnUbCmJ65ht27dhz6pm+g29u4CtqcJBRq4klGdLrZ2q/S4mXzH4dv0wdI9e8qR1/mCmgA1ZWVlccfnV7HqjsL+Lcs5pq3dQe8zJ6AtaEJti09N5fXKelKwAi79Wxeyb63EmC1uez8XTJgk7o/Z7hU+eLWbdw8M4tC6dxlMO/N7Yvd7xTzKwO2yULayLmW4wkJIVpGp/cn8XY8DhSlU0ngzV/qvu70WdAO2NNva+l88Vl8Y3KD1x8ggF45t7VfgLBqClXpE5LH7TBr9X2PJsMZcuv4L09PTeK4xhQGM0gAZDBBob60kvGFoOpYMBWPdIHpMva2LErHaKJ7v5+NH8PjufCBSO91A43oNS2gFtIvZs3nZh05MleFtciMPD/jUZHFibid8DzmRIz4W0fC+peW7S8vykZAU4sSWTyt1pJKUEyCsb/M93wrImtryQQ16ZF59bOLIhg6YKB6m5AZZ8rbq/i9dvpOZ4aTjhYtjUUJ+Afa8G3P5iMRcuXMqIEfFtROX2tJGV3Lta6JZaB65kOxnF8TkLVwp2vlrAyJJJzJs3v1fLYhjYGAHQYAjj6NGjrF//EQu/MnA1RErpKa7U7ECvaQ8aTzlxJitGzNJauJSsAAHfuTGHENFTw/HS3mRj4xMlBNxOCiY1MfXqWlQQ6o4n0VLjoOmUi9aqFKr2u/DucOJwCYJgtztIzgow/Zr6QbfyNxLFk9xMvqKJ9Y/n4UxRDJvmxmZXnBN11wCmaKKboxvTmXKlFXAOnrVSUHMMFt55YdzHeNweHL0sADZXOrHZiXsByJH1GXhrCrj+yzefd+ZPSqnz7pp6EyMAhmEqzNCiY8o/EAiwfsPHbNm2kba2ZqbdUEN6Ly+C6E1OfprMludzGT6tndm3du04Nh6SUoO0N9hZ/2gRqbk+vB6FfQCuMG2ts7Ph8WKCPgcj5tUz/uJGREDskF/mtfwfttHh6kYFob3JTmutAxWEvFEBCAyOrd/ioWxeK8UT23GlBwkG4INfFDNx+dDeKs7mUHjbwyyc+rgqq6C2H0+k//B4PDh72ea1uTIJd1uQjMKuFwfVHk3i0NpcvvaVL8a1YG4wYfrxrjECoGHI4/f7eegP90NaDROuqSO7NLFdK841fq+wf3UGo+a1cmJ7CjWHk8gf3TvTmcOmtVG1P4Waoy6UEmbeNLC0oE0VDjY+WUwwYGPcxbWMvqCly2PEBqnZgdM7nQR9jr6WBc45HT7vjqxPx+aAkXMSs6U8n2g85WD3O9nMuP7MwEhQ9LUa0GaHrAIbp06dorS0NK5jgsFgrxerpTINm11wpcXWLHrbhK3PF3LzTZ8ZtHv+doVR6MTGCICGIc+q1R/gzK9i5s1VA35asHKviz0fZJJV7GPaNY04kxWbnskl6BccyUGcyUGSUoI4U4MkZwRIzgjiSg/iSguSlBokKTVAUloQZ7IiGND+8Kr2u6jcm4zfa6NgjIexFzWz94NMZt5YR+n0CPuq9hPNVQ7WP16MCghTrq6hdGb8OyYMBVpqHOxblcGczwwsof1cUrU/ic3P5TF+cQvDpp37ups9so1jx47GLQDm5+fTUn2017wNeFpt1B4Xsoq7nlY+sDqHyROmM37c+F4590BDRMyizi4wAmAEzIjh/EcpRVNTEzt37uD4qYMs+NLA3kdYKdj9biandicz+bImSqa4EYFJlzYxcXkTAa/gbbPhabPhbbPhbdXfnhYbLdUuPNZvn9uGzy0EfYLYIL3QT/HEduZ9tp7MYh8icOijNFJzAwNK+APY/VYBwYAw86Zqa3s7QwcBn7DhqTyKJ7VRNH7wOrbuCa31NjY/l8fUKxsZOSdscHCO3u3ska0c+XQ/F3JRXOnHj5nChp0HKZ3ZOxrbQx9mkZTkZOSCipjpWuvsnNyezi3fvrxXzmsYnBgB0DDkCAQCPPvcUxw7foTskiBTrmnpdd9zwQC01jlIy/P3eDrZ3Wxj+2tZeJrtLPladaetokTA4VI4XIG4Hb8GA6CCgt15dl5tDXb2r8lg4iUDa2uxumNJNFU6KZrg7gXhT6HOlURwDlAKtr+ajQjMvGno2v5tfLKA0untnYU/QO8E0vdlcCYraqrjdy4+ffoM1q5bxbFPIgitCeJptXHskzSS033Wdo/R2fd+PosWXURaWlqPzjmQMRrArjECoGFIEQgE+Mvzf6YpuJ/lP6hEbOBv6f1G8NSuFLa9nA0CqTl+skq8FIzxkl3qJS03vpW7TZUOyrencGxLGiNmtzHv9vrTW7f1FJsdsJ9pHNubbJzalcK+FRkUjvdQNr/7nVFTpYNP38wmvdDba3vUHliVh98fZNzSwb1zR2/TVm9n28s5NFU5uPhbVQPadrUvOflpMp42YfIVsQTgvhX63S02dr5awPXXxO+Y3ul0csfn7uLhPz5AXpmHtNzuLzw79GEWziQ745fH3tu67riTxhNpLLopPi3lYMXM5HWNEQANQ4rX3niJRv9+Zt9eic3ed94ymiocjFvSzOgLWmk85aShPIkTO1LY9W4WAS+k5fnJHuYlf4yX7GE+xAY+j9BWb6fhRBIVe5LxuW0Mn97ORV+p7pMVye1NNsp3pFK+PZXWOjup2UGmXdPY7emoir0u9r6fRWu9neHT3JRvTyU128/YC3um2ag77qSpwknReDfp+QN3Zfa5Qik4sS2FhhMuTmxPIXeUl0u/X9HrO7YMJjwtNlKygtH9SErfKwBrDrlwSDJjRo9J6Lj8/HwWzF/I4XUfMO267g1w2urtlvbPH1P7pxTsfaeQS5dfcd6t+o2E0QDGxgiAhiFDMBjk0527ueSvKrH3cc33ewV7ksKZrMgf7SV/tJdxi3Wcp9VGw0knDeVOjmxMo7naiaBwJCmSM4PkjvQw/dpGckd5+8QuUSk4vD6dvR9kkJYTYNi0NkZf0BK3AOFtg/pyF40nnTRXO2hvcOBucuD3wpiFrZQtaCUpNcjwmUlsfCqPjEI/heO6v0r5wMp8rf27uJcWN/SjYsDdZOPIplRaax3YkxQTL2kmJTMxP3ABn7Dt5RzyytwsvKuanFKzF3DNERdJXfnT62NZYPj0dhqONfDb3/2CSROnkJ9XRGZm5ulPampqVK3UnNnz2PD7j5hyNQlr+X1uYdNTxdjtNiZdEVv7d2pXMjZ/FjNnzErsJIbzEiMAGoYM1dXVpGTQyYautwWCgB9aqp1kFEbWpLnSghSN91jG+l27MelNlIIdr+ZwareL+XfUWj7zYlN/wsG2l/LweQS/Rwj6ISktSGp2kPS8AMUT3aTm+Sma4D5LsM4v8zL1ykY+eS6PJV+vJC03cYe39SecNFU4KBrnIaOge4JO5X4XbfV2AtbClxEz3dj6QQj0e2HN7wtJzgySWeTD0+Jgxa+LyCryc8E91TjibI0dSYrUnABFE91DXvgLBmH7q1nUHnax+Kuxdj7pezcwIjDtuhoaTjZSc6iSqooUPPuTcDfZaGtS+L2KtIxkJk6YzNIll5y15Vp2djbZOdnUHa0if0z8gyVvm97CLeB1MnJeA0UToi8ACvi17d/N110/JKZHjQ1g1xgB0DBkOHHiBNkj+naFZFuDnY1P55Ka7e+xUXdfsPf9TE7tcXHxN6tIjlPz5ExWtDfZGDm3lTGLWkjOCMatmRw5t42mqiTW/amQS76b2DSlu0XY9lIBAb9i3LLuaf92v5fBkQ3ppOUGsDu0EHZgVTZ5I4LM+8KpbuXZHYJBWPtwEVklfubfUXP6/rmbbXzyXB4f/aGQJfdWxZ3fmEXNHPwwkzELB14dOxcEg7D3gwyOf5KGI1lx0VdqYpsHCOdkEQhA9jCf5dbl7MFdwAftjQ6ObaznN/dvY97cBVx04RJSUlIAmD51Nvt2VJI/Jr4t/OqOJbH1hUIk6CB3TCvjlzXETH90YzpF+aWMGZPYFLXh/MUIgIYhQ/mpY2QUt0aI6b2eYf/qdPJHe5hyRdOAcisT8Am73smifEcyF325Jm7hDyA9P8CMG+rZ/koOpTPaEp6ynHplAy3V+ax5sIhFd1d3Onf9CQeH16dTNMGNu8VO1d5kWuuceFoEV4qN0Yuau639a6pwMnJuG1OvPLM4oLnSxaZnCji4Lo2xF0aqD73P9lezIKiY85nas+pFckaQ+Z+v4YNfFnFql4uSKfENUEbMbmPvB5mU70hm+ABz19OXBP1aqD+xLQ1XWpDp1zdQPMnd5bsm9P/ueHYnpOf7mXJ1HaMvbOTAqlX86jcbueKyq5k1azbjx01g1eoV5I1NZngMH4YttXb2vZ9P3dEkAn7FhOU1lC1oiXkPvO3CobU5fPme6/rgygYmRgPYNUYANAwZkl0ptIfvbat6V0prq3cw+oLWASP8NVc7OLohnePbknGlK5Z+o4rU7MSnYodPc3Niq5ujGzOYcUNiW8+JDeZ9tpYdr+ew4jdFJKcrbHaF2JXlmxAKxvjY9U42SalBCse5Gbu4BU+LjT3v5jB8ZvenyW0ORdB/9sNIy/MzfkkLu9/PYPTC1pgrZ/1eOLg2neLJbrJKuj/dWrUvhTm31kVcpOBMVhRP8lC+IyVuAdDugHFLW9i7Ipvh02P7fBss1J9w4EwJkpoT7PRM/H7Y9WYmp3alkpwZZNbN9RSO9yTwnvX9FHAipGQFmH5DDaMqHax64XXeX/EOXo+PzMIgO17N4fjmAGMubKTQ8umoFFQfdHF8Uw41RxzY7ELOMB8Tr6iJa3B0YHU2kydPpaCgoK8vbcBgBMCuMQKgYciQmZFNRb2LvrS7S8n201o7MPaZPbIxjd3vZpJV4mPBnbXkjezZbgMj57ax4/UcpisSFnAdLsXsW+porHDQVu8g4BX8XiEpNahtByMsSKw9moTYBG+LjbQ4/RuG48oI4mnunHnReDf7VrvYvzqdics614eqg0nsX5lFU6WDlKwAhzeks+jumm4JgQfXpSF2RV4Me8u80W72fZCVUL6j5rayf1U6FXtcFE8avM6fg0HY+FQetUe1fYAK6vridIEjKUgwILhbbKTl+ZlzWz35YxIR/Czk9J8BRWaRn4u+foK2BjspmQHsTmits7Hl+QI+eS6XlCzILAzSUO6EgB2P209eWYAxF9bGrE+hBHzC8S1p3PTty/r4agYeRgCMjREADUOGjIwMvMf6zleGUpCe56f6kIuxF52bqcWI5QjCp29nc2JbCvM/X9tr+wQXTfTwyXNCwCfR3W10QVaxn6zi+IQoV3qAYADcLXage8Krzaa3vDsbhdhg8hWN7Hg1m/FLW7DZwOuGfSsyqNidht+r99OdeVMd6XkB9q/O4KNHCxi/pIlR81vjtmUMBuHA2gymX9uAxNA0Fk10s/2VbFrrbHEvlnEkKcZe1Mru97IpnlQZX4EGGF43rP19EXanYvn3KknOCOJzC+2Ndtob7LQ32XEkKdIL/D3fLm2AygI2O2e5eUrLDbL4a5W01tnY9XYe9ceTEIGSmQ2MmtdCSlZig6GqAy5KhhWSkZHR20Uf0AyFhS49xQiAhiFDRkYG7qbOVb6rZqKt3k79iSQcSUFcGUFc6QGcLkVLjYOmSieNFQ4aypNoqXFgdyrm3JrYFGlvc3BdOuU7kllybyVpOYlP90bDZgNHElQfcFEype/tzlKzA6igou6os8udDcLxtgl7V2ZQvj2VKVdEdkZdPMnN3veDbH42B0+Lg6ZKB9klfqZcqe3KQt1xjF/aTFJagCPr09m7MvPMNLYNxB6keHI74xa3dJq63PlmJskZwS7vl9OlKJ7sYccb2Sy8M/4FL8OntbJvZTp1xxzkjhx8K4I/fTOLpNQgi+6pPr2C3JmscCb7ySwafNfTm6TlBpn/+fgWhMSiak8m0ybN6nmBBiFGAxgbIwCGYCrL+Ut1dTWvvv4CmaMSc3LcVm9nzUP55JT68HsET6sdb5sNv1dIzQqQWeQju9RL8aQmMov8uNJ6T+DqDiqoneK6UlWvCn8dTLmyga0v5ZCWW01mnJq87mKzw8Tljexdkcn4ZS0kJXd+P1vrbJz8NJXGU05UEFDQWu+krd5O9jA/s25q6LR1nFjTgSIw9epGtryQw4hZ7cy+pS7mTgyj5rYxam4b7Y12GsqdBPxCMKAXmuxbkUnjSSfzP3dG+Pe6oXx7GgvuqI1rynL8kibWPlyAtw2SUuO7R5++nYUKCofXp5M7siG+gwYQNQdTmHFDfZ/75Tzftv+Ll2AAKvclcdulk/u7KIYBiBEADec1Sik2bd7IByveYcKltYyYnZjbjMr9LgrGephza0PfFLCX8HuFY1tSObg2HZQwZlFzn5xnxKx2Gk85+PiJfJZ8vSrhFcGJMmpeK0c2ZrD1hVxm3VTLyV0pVB9IprUmCXeLEPQLGYUBsop92OwKbJBb1srwae0kZ3RdtoKxHq7428QWUaRkBc6ahjuyUbAnBZl69dnbkG19MYfcET7yRsU3BZ9RqKfH963KZNrVXW+h526xUXMomfFLmzmxbfDt6Vqx10UwAAXjzoH94tCT/QCoPeIiLz+HzMzM/i7KOccsAukaIwCGYewGzh/a29t56ZXnqGo4zMIvVZKen5jGKuCHI+vTO3XsA4n2JhtHPs7gyKYUXOmKCcuaGDW3e1u5xcu0q5tpq09ixa+LGD7dzbglTd1epNEVYoNp19Sx6elc3v3fEtJyguSO9FK8uInsYT7S8/0xbevOBcWT3Ox6J4vaIy5SZ7YTDMLmZ3OpO5rE4q/WJJTXyLkt7F2RFZcA+OlbmeSVeRl9QSsH16VTdTCJwrG9Y+95Lti/KpMRs9u7vX+xu0nvqNNY4QQFo+a3kZweQ+gfgrJA5e50pg7R6V/Tl3eNEQBDMKOF84cjR47w/IvPUDilgUW31sWeYorSTuxbmUFavp+CsQNvhWVjhYODazKp2Ocio8DP/Dvq4trVo7dYcEctTZUOdr6RzdqHCrjkO5Wdd1jpJfLKvDhcQukMN9Ou7SX7yl4sanJGkDm31rPlxWwOrM7Uq5tTgiz9RjWp2YkJxsWT3Wx/LZvmajsZBbGPba1JYuScFpJSg0y5oonNz+SRlKrIHdXOuItaySiMPOBxN9ko/zSFmoNJtNW5CPjBmRIkJdNHZomP3BFeckd7496ZJB6CQaja76JiTzKNJ124m2343EJztYPyHSkkpQRJyfaRVeIjr8xL9ggvrdUOGk85aap00lZnx9PixOe24feC3yMo9K46qdlBgn44+GEGSWmKzCIP4y9uJmd46PUPzba99nAqVy+Y0N/F6DdMnx4bIwAaziuCwSArVr7H5i0bmH5D1Wk/WonS3mTj6KY0ln2nasD49ANoKHfy6VvZNFU6yB3l4eJv9e5Cj0TILPJz4ZdqWPNQAdtfzWXeZ7u3kX1XiMCYCxvZ+0EWEy8VnBFsAfub4kluLv2rKk7tTsaZHKRoortbdm2OJEXReC97V2Qw7/aGmGlVQLA59b0om9/K8OltVO1P5uTOVNY8VIAzWZFV4iF3lJeUzACNFU4qdqXhbhbS8wPkjvJQOqsBV1qQ1loHzdVO6o+lcOyTdFCw9JtVsTVqceD3wqZn8qg7moQzWZEzwsfIOa3kjPCSWeTD126jpcZBS42D5qokag+ncHRjOt52weFSJGfobe/S8nzkj20lNTtgTcH7caaos95Nv0eoOezi4Lp0dryaw9JvnFlAIQPUDUxf4/dyeqeRoYbRAHaNEQDDMJVm8NLQ0MBfnn+KgKuSxfdW4epm56WUtt8qW9Da4w6wt9nyQi7pBV4u/5vqhLZV60su+EI1H/yqhJM7kxkWYweDnlA2v439q7I4tjmNsRed2/2T4yUpNciouT3fmm3EnBa2vpjTZTq7K4C39cxSZWeyYvj0doZPbyfgh5pDLir3pnLq0zR8bsGVHmTckiZKprR3EqJDXQUpBdteymHtg4Us/XYFScndu46Tu1zseC2HzMIAF3+7KqKZgCs9iCvda/m0O3PvVDd9TRZPclO5NwWfN8IgYeCNG/qcYEBh6+4c+3mA0QDGxgiAIZjKMnipqanhkcceZtTCGkYvao6/81BnbxKqFGx7JYtgACYs65uFFD3B7lSk5/sHjPAHesXqlCsa2P56NoXjK3G4ev89stlh2NR2Dn2UwehFnd2tnE/kj/FYU6ZJFI6PPq3vSgtEdGsEeqeQogkeiiYkrgEXgZk31rPpmTzWPFDMkm8kJgT6vbDp6Tzqy51MvbKJEbPbEhbmejIOb61zkFcWyQ526A3ug0Gw2weGY/pzjVHmdM153Iwahgq1tbU88tjDjFteyZgLExD+wmg46eTjx3JpqXFywZ11A1LIGLe4iWOfpOEfYC7SRs5pJzlNcWBt3zmbnbi8iYAfKnZ3UyU1SLDZoHSGmwNrY6/cTM6KLgD2FLHB3NtrySrxsfLXxTRWxnee+uNO3v9FMUoJy75Vxcg5iQt/PUUAb3vYyytqyGoAh6oACEap0xUDsIvrX8yoYXBRV1fHI489zNhLKhkxq3vTbz6vsOXFbDY8lUvxJDeL7q7p9k4XfU3JVDeuVMXhj9L7uyidmHlTLYfXp9He1DfNSlJqkJxhfg6uze5ZRjKw9oWNxIhZLTRVOAnGsEBIzQn02b0GrXWde3sto+a2se6PBdQfj7BfXwg1h5P4+PF8xl7UwsK7akjJ6h/zidEXNnFyRyr+MOXpwHyj+5ahLACavrxrjAAYghktDC4aGxt55LGHGb20kpEJ+vfrwNNiY9PTuQAs/14Voy9oOwdOabuPCIy9qJmDH2awd0V63JrA8p3JbHgyh5W/KaL2WOyOvLvklPrJKvaxb0Vie9omwuQr62mtE+pP9M01DBQyi/04U4Mc2xzdI3Rarh9PS992ciJa8zphaTMbnsrDHUXg9Hu165tJlzUx7qKWfl04VTTBQ84IH6vuL8Z7lknq0BIIOrqzYKxRhGFIYwRAw6BEKcXLrz3PsNnVjJob3767TVUO9q7IYP+adA6vT2P/6nQ+ejSPwvFuZt/cMGC1fuGUzmpj+rUNVOxJ5b3/KeHULlfUtF43rH24gJ2vZ5OarRC74uTOvlsVOO3aBsp3JuNt75vONrPIT3p+kL3vd71IYjAjAiPntHJsU3RNb2aRr/NUZx8x5sIWiiZ42PBUfsT4E9tSSUpVjF7Qf3tgdyAC8z5bS0ahj9W/K8bbBojC02Lj1G5XTK3q+YQIFIwSDhw40N9FMQxQjAAYhlEbDw527d5FXWM5Yxd37TA34Icdb2Ty0SP5BHyCr11oqnTgbbcx+fImxi7q/04rEURg+PR2Lv5mFZMua2Tnm5GFoe2vZvHuz0pwJCku+V4l065toGCsm7a6vlNxZhb5caUq6o/13SqVqdfU0nDSTmNFD65jEMj6pTPaaKmzh2mxzpCcGUQFIeDr+zZLBKZc2Uhbg419qyMLpcGA/gwEbHaY97lacoZ7WXl/MZueyWbDE3lsfzWHlb+2hMIhQNG0erbv3NzfxTAMUIwAGIKZAh4ceDwe3nzrVaZcW4WtC/OW1jo7ax/Ox91kZ/n3KplyRRNTrmhm5g2NTL2yqVurJAcSI+e0EfRDxZ6ztYDbX8vi5KcpLL23moV31ZCUout2Wp6f9oa+mz71e8HnAUcf+urLGe7HmSwc3dB3U80DgZSsIJlFfvavirywxmbTfgPbGs6NjVdSapD5n6vj8EfprPhNEUc3p5zWpo2c24YKCgfX9d0ioESx2WDObXU4nIr2Biezb63nsr+uIKvEy8rfFtNSc/7bxpVMbufggcO0tQ0RideQEEYANAwqlFI8+5enSStswZUewNsuRJPbK/Yks/bhfEbMamfeZ+ujOxAexEpfmx1GzW07a8Xo7vfSObUrhYu+UkNGwdlGgkUT3HjahC0vZcfMNxiE+nJHJ0P6WBzfmsIHvywmd4SP3JF9uytJ0aRWKva4oj7784WxF+l9fqPZejqToaXm3Bmt5pV5Wf5XlYyc28q+lZm897NiNj6TzYYncgkGFUc3pfbpwpREEZt2ED3tmkbS8/9/9v47vK3rzvOAP+eidwJgJ0VKJCWq994sy73ETnGJE8dxi5NMymR2ZnffffeZfWeffbbM7O5kZmeSiVMdJ3bsuMQl7kW2Jcuyeu8U1Sg2sIHowL3n/QOUxF5BAqTweR6JwK0HwL33fM/v/EoCnR6W3tvKtMVhtv0yj+YzGZRPaRwwWiXFC0J89PEH6W5Klgwkg93ds2TpiaZp/PnNVzl3oRYtoeejfy0AQCiS3BlRlj/Qik6XnPI9/oGT+iMWVn6tFXdpPM0tH1+s3jih/VaaThk5t9eKr8bCmm/2FX+QLFu27rFmPv5pPrM3+7E4+zpE1Wy3cuJDF0KRKHpYdFcbhbMHt5ReLgs3//Z2SheFxz0IwJEfR1MF0aAyqmTdk0U3Fs6OULtDZe/zXlZ+vW+lFaMtQWeznqI5E9cmg1lSuSZAxeoAzTUmLh20YfckKJof5tJBKx/9JJ/5t3Ywbcn41qQeDm2X9KgJyCmNoQaTlm8hYM5NHVjdcXY/52XuLe3jXj87nczc1MYnPznAmtXrcbuntu9sf0gps65dA5AVgFkmBYlEghdffo7WyGlu/HcNhDsUDvzJS6BFx/QVQdrrjHz8rwVUruvk9Kd27LkJNn6nadzq02YSOSVxjBaNA696cJfEWfdoM87Cq+IvERO0XTDinZ4UcRf22tGbZL+VUk5+YqPmUwerHmzBUx7j/F4r+172kFsRZdl9/edGjAQUdjydy4yVIaYtnpiOVNFJhAJyijv0CwGLv9jKx/+WT8NxUx8h7siL09loAia+OooQkF8VJb/qapvKl4bZ+1IOh97IoWheJO2BVWc/t5FXGUdRoLd7YvnyEBaXyp4X3QRb9My9OfMSv6cCk02jbIWfbds/5gt3fDHdzcmSQWQFYC+yI4XMIxKJ8OzzT6PZLrD8a03o9GDIV9nw7SYaT5rY+6KH5fe3Un/EQuNJMwvu6OjRKQ3GVJhCdOYn2PS9pn7Xhdp1fP47L9GAAkqy09bpYfU3fH3EXMtZAzXbnEnx1zWFW74sRG5FlL0veHj374tQ9Mn6q6LrWEKBWFhQODtC9Q0d4/1Rr+DIT6Aokohf168VcyphdassuL2d/X/ysO6xZhz5V8W9e1qMM59lTmLs+qMmGk9YWPFAa9rFH0DbeQuzNg18XebPjLL2YR87fpdLwGdg+X2tKFOwVyxbGmDbk0e49eY7MBimdgql7gghshbAQZiCl/royQaBZB6BQICnn/k19mkNzL21BdFLtBTMijLnpnb2vZzDDX/VOMocflPzd1fj8NlvcnEWxrnue634ao0gIbci1kf8aRrsfdHLzI2dffz3bG6V9Y83E2zVoSYEWkKgqcm/agKMFol7WmxCc7858uMkEpKOS4aRT/FPgkTQvSldHCbUbmDbr/IorA4xfUUIvUliy00QalNGVTs31UQCCvtf8bDwrjbyKtMfXBWLQKRTkDfEYNBVlGDjt5vZ80cP7/3fQkoXhSieH8JVnMjIakCjweJSySlOcPTYURYtXJTu5mTJELICMEvG0traytO//zWFi5qo2tgxYAc3fUWYs7vs1B2yUJYBfkeZwtlddoQiWPFAKwD5lQMHZux5wY3ZqVK5tv+pRKGAPTdDcnyQtGKazAodl2zAtRHhOGuTH++MCKc+drLzD16kCpoqEIqk7YJx3ANvhuL0VjuuogQl8wfIWzPBXNhjw+ZRMdmGthBbXCrrHm+m8aSJM586ubDfipYQGCwSk03D6o3hmRYjf2YEu3dyWpxzZ7Vz7nzNNSUAL1sApxKXP4+UcsDXvZcNxIgFoBBiM/AeUCulrOpa9hFwXT+bh6SUtkGO9QRwP7AY8ADXSyk/6rVNAfArYBnwLvBtKWWka91TwDeB/y2l/A/d9ikFLvR3vGF8vpFsnmWcqK+v55k//JaKjU2ULx86T9+s6zo59YljFAJw6v7ebRdMeGcM/X00njLhqzGz8TtNfSysmYyrOEb7aCuCTNI+wVsew/uQr8eyQ2862f+Km03faxwyLdJ40nzKOqy8nBNF/VErhXOG/zwQAgqroxRWNwMQCyn4m/R0Nunx15u4uN/O8Q9cCJG0ehvtKo78GJ6yGPkzo6MKRppIDCZJLJ5+y+xEMlH9+VBCbKTrhhJulz+XEKLH697LFEUZ9DsYkQDsEmO/JSkAq7qt+jLQPZ5eADtJCrbBsAIfAr8Hfj3ANv8NOAD8J+Cvgb8C/me39RHgh0KIn0gpzw3vk/TPVBspTFZqa2v544vPMu/OJormDM+aUDArwr4/uVETZHQpt4nE6o7jbxz8y4hF4MArbubc5MfmyRwL33DwzAjSeCoHNS7QGa7de3ferX4+/CcrB1/PYcaqIK6iiY96rztsJhIQFM7OHAt8NKDDXTp6q6jRqpE7PUbu9BiXrcxSQsSv0NlkwN9kwH/JRM02M4deV7jpb+oxDly5L+3oDJJgbGoLwN7CStM0EonEqEVZ720GYyhR1n3dUMKt99/xYthdpRBCAZ4BfgKY6SYApZStvba9CSgFfjbYMaWU/9S1fekgm7mBLVLKQ0KIk13vu7MdsAP/A/j6cD5LlswjFApx7NgxDh7ZQ2NjI0vubep68A4PoQNS4AeViAlaao1Y3CrO/GEW2s1UBKixgU16wTaF7b/Kx1seG5aVNdMIt5kwGBWCrTqcBZP8txoDigIrHvBx8HU3nz2Vi8mhXrHm1u60YXUlKJgZHbfghkCLwsHX3Sy8qy2jou41jZQPDIRIJui2uKLkz4wCAaSEN/5bUcYHj+iMklh8/NwEuouk4Yiqwf5efj3Y+sG4LKai0SiapqHX6wcUV0qXo2cmCLKJZiSX7N+SnDj5B+C/DLHtd4B9Uspdo21YN/478IYQ4mngBHBTr/US+BvgYyHEj6WUu8dysqn2A08G3vvwbXbt3EV+ZZzC5R3MmxlBN8KZvWCLHpNNG9UUWCSg4DtipflEDi3nBYoiyK8OsPhL7SM/2AQSDSrsfs6L3iix5qhYPDHsuQnaLphoPGEm0qlj4Rfa+uyXiMHRd51cOmyldGGEebe1pz2AYKSEO3Sc32vFliP7zXd4reEqSrDhiWY0DT74cSEntjioO2BD0UvUuGBPSJBbEWf1N3xDH2wEJBLw2VP5lC8NZYzv32XiEYEtd/yvDS2RnPLST2BO6R46SIoef5Prei4DaD9vw+3KJRqNdm3Xv+ga7O9wGMz6NdA2vacqhzrGcPtpRVHQ6/XXVOTzSBiWABRCXE9S1C2RUmqDfflCiELgLuD7qWiglHK/EKIMyAMaZT9XopRyqxDiVeD/AJvGcK6sAEwDFy6eZck9zcNO3dIfbReM5JQMb3QrJfgbDDSesNB8IodIpw5FrxEJJsir0NBbQ4NazjKFlrNGAi06ShcFCbfrab9kIxZWMDsTTFsWpHxpsEenlIjB/j/l4DtjwZ6XYOk9yWjNyXjJXzpswWTWM+uGhknltzgRGCxxzu60MXtzJzNWBRFKMh3QRz/JJ9ShYHWlzldtx1N52Dwqc26auBRAw6HplBGdXvYJABksWnowUXV1/eXlV1/Hggp6ow41Zuix/Mprefnt1df0ei1l72XDRHQdWVw5YVeUe3Kd6FqmJgR1B1x87f7VyVVDWLfGKrwyhcnW3olmSAEohMgl6aP3qJSyYRjHfIykX96zY2zbFaSUKjDUuf8jcEQIcRewd6hjappGMJic9rp8kUSjURRFQVWv+kL1voD6u0n6224k+w7n/VTGYDCMqYi8lMlauIPV9VUT0HLWRNMJO43HLSCTD10JFFVHyJ/TindGFJ0eGk+a2Peym8Nvuilb1pmx04vOwjhaQlC5Joh5GLnwdv0hFzUmWPWQD3fJ5K6O0nrWSSyaGDLFx7VE4ykTB191Y7BqrHu0pYcvoDVHpWBWjMNvuFj5tb5W4aHoPezWVMHel3IIdyhs/E4zSAWp9t6+uxDq9v7KMnF11UDbdxdPPbbtuf7ya9n1+tQHXmYsi5IIXI1BTAStw0uX06+o6v36ausTUSU583BFLMqk+BKyx0cWyF7Hvryil3Aj9Sl9Tr2fQ3FREcXFxak98CQg69s/MMOxAM4HioHXu4kSBRBCiATwkJTyWbjiJ/gt4Bkp5YSmVZdSnhRCPAn8PXDbUNsrioLZfDWBqpQSTdPQ6XTo9T2/lv5M5JdfD7RuoGWDvR+vC3U44nK4y0az/WDLw+Ew0XAcNaJHi3dXgd2+iz6793xQnt9nJdJuoHieH6leNQfFwoKmUyaaT7poPqPDZNETCcWxuqBwbif51SHsXg2ZMKC3xJJ9iIS8qijlSyJcPGTjwn4zJfOizLqhvY81Id0a3e5VKZwdZc+LXtY92jzk9rGgQtmyYEaKv5Fe+qFWBWeuRCAGrwYi+/+RpKok//U4bz/b9idehthGDrC87/a91svum/QneLpt322ZpsL+Vz10NuqpXB1g2sIwKEbiAWOP7SqWJ9j3kptIa2zELhbdqT9m4uxOB4peY9UD7egwo0Z63689xVLy5cBi6soHFVwVXv2Kp6vb9iuiul4H/Q7mzW3F4Oh5revtwZTft7JDj5QJdKb0puEZiNodDlqO5/PYI/ekuykTzrVkSBkNwxGAu4AFvZb9BXAncDvJdCuXuRUoB55MSetGzn8FvgE8MZyNdTpdn/dTwV9gOEK0v2XD3W+0x+29fN/+PXz66TZyqyJ4y1Vk4urvIQftjLsj8J22U7E6CqoRf70e3xkTLWccdDaDyaIjGlLxlkpyqzrJnR7F7NC6DqdHi+jQ4nqQPecRq9bGqVrbTttFAyc+zGH7k06mLw9SuiSUduHXnarVcXY+66TjfBSrWyUehYYjVpprTcRDeqo2duAtT3ZMRbMk9Qe8lM5Nc6NHS3dNpBmwuVQSIUvvVX1FRT/H0WIG1KhpwPV9Fw22nRxgea/1ly1Hvfcb7Hz9fJbe19/2X+Sh6OOsebyhZ1UU0bNdbgeYPUYOv2+gaE6EgE9PqF1PxK8QD+tRYwomR4Kl97b2SGkSi8CpTxw0nbASDSjoDJIZa1qYsTKYsdHXBjOE23XkFHcTgILkgECkts2JmJLW9DuD0XDCxLnP8njskcew2QbMyDalyVoAB2ZIASilDAKHuy8TQjQBMSnl4V6bfxvYJaXc1/s4QoiVwNMkLYY7u5YVAoVAftdmVUKIdqBhmNPNvdvaLIT4XyQDVq5ZRmrNSwc+n4+PP/mQNY/VY/eOLf1IoM1OaI+O09u8xCMCnV4Qj8YoqI5TMNtPXmUUvan/h4AW16ElDOgt/Tuw58+BvNnt1O6wcuoTF60NZpbd15IxItDggJLFCp89a8NolkQCAptXpbC6g8ZTZuqOSwrnJ10dqjYFOf15ESrhKyJ4spKIxdCUBAb76JJAS1VBb82clCWjpe2inmCr4Ka/bhrwGu9O9Q0d7Hneg7/BhNmhYXGpuEvjmJ0RjFaN+iNWPvlpPrM2dxBs1dNyxkKgJRllXbmuE09ZFJtXzZjrfyD0Jo2wv7cqGx8hkIiJZBaCDCMSUDj8ej4P3PcAOTk56W5OWpiKiaBTScoC14UQJcAdJEVgf1iB6q6/l/kO8P/r9v4XXX//K/B3o2zKj4HvAtNGuX+WcSIWi3Hs2DEOHN7NxQuXmLXJP2bxB1A4J8ypTxxYHVCyKEDB7CDuaX3LnY0WIaBiTYjSRWE++tcC6o+ZKZ6bORGPs2/sIGdahERUIb8qitHaZeGU4Ks1XdlO0YNOL4mHlUkvAJPWnHQ3Iv201xmxebRhiT9IJpK++T8MPLYumhvh5BYXZz93YrZrFM0LUTI/jNU9uXJEJuICg6mXy8Z4nSsqMrJkXM0nbhYvXEpZWVm6m5JWsgJwYEZXOVXKv6OXQJNS1g12vK6KHKLXsj7HGWE7Hu5nWQQY9RWfaZayqUIgEOCp3/0SvaOdooXtVN8bSVmx+OpNAWasDI57DrJgix5NA6sr8zrDwuq+wRCli0LUfm4nFoFEROHga24UncTqzsyglpGSfa5Dy3ljSsWZEFC9uYPqzZkV1TsSAj4d4Q6lb4CQkF0+oam9cMIdOvSmzBtQCUViNFjS3Yy0krUADk6Gp66cWLIXyvigaRq//8NTeGdfYuamgWv6joXRi7/hN0ZVBSa7Rk4GBlH0hz1XxV0SZ8s/FaImBPlVMdY97htTAECmEI+Cor+279eLByw0n7Kw9pHU5vab7Bx+M4fiudEJs3I3n7bgKc+cGYHLGB0xtn74MYeO7qVyxkxKisvweDx4PB5sNlu/xo7Ozk4CgQAFBQVXEiTH43FaWlrw+Xz4WpppbqlHVVU8OXnk5xVSVVWF3W6f6I+XJQVkBWCWcWfv3j2o+pZxE39jpV8H/37wTIsRatNNqnJz8+9op6PeQP6sCIZhThNmOmoCNFVicly7KWASMTj0Rg5LvtyWltJvmUpHo562i0Y2PNHUd+U4PHuCrTpaLxiYe0t76g8+Rhz5cYwWyfwvn8F35hJ7a22E9hgJtkIiLsnx2PF4PHjdBdisDk6cPkxjQxMWuyDkh9x8F53+IOFQDLtbwZ6bwOINYauIYdJBW4eO86fsvPWOHleOg1lVc5lZVU1paWmfAMt0kZ3RG5xJ0o1lmayEQiE+/Og9VjzYlJHibyQoOjDZNMLteuwTUGEgFdhzE5OmrcMl2qnDaE5GrF6rhDt0SAkF1ZlneUoXmgZ7nstl+ooQ9tz+psVlMg9gis538aCFQ392UVAdzshcoXkVURKxZJqgynUBIHBlXTwqCLXqCbaepa1NT0OHkfyVIebPjKDTJ1NodTY1YnaqWF3qIMnWA2gatF800nT6Ekff2UmwFaZXlDGrch5VVVW4XK6J+LgDkp3ZG5isAOxFdsSQWk6fPo0jP46zMPMekKNB0UvUqfFRJi3RkIJODyZH5vliThSOPBW9UVLzqZ3KdQFCbTou7rdiy03gnR7tmQ7mGiCRgM+fzkVn1Ji1aTD/xbE/3xMxwaHX3TSeMrHwrraMK4F3GUUHRbNjnN7qYMUDPZN/G0wSV1F8QOux0SKvpI8a8jwKeMpieMpiVG/uIBpQaK7xsf/0ad77wIDdbmNm1RxmVlVTVlbWJ8/ueJLtzwcnKwC7kR0ppJ6ZM2fyxls6ogEFk33ydkqaCmd32YiFFGyea1d4ZAJCgCYl+gzNQTdRLL23lT1/9FC700Y8rGDPS6Ae1nGwU2AwS/IqYuRVhSmeF56y5fISCTjyppP6ozYceQlWfWMQH9cUaIFQu47PfpOLzgibvt/YI19iJlK2PMDOZ70kEjBRustk1yhdFKZ0URipQfslA82n63lzy246mwXTykuYVTWPmVUzcbvd496ebL8+MFkBmGVcsVgszJ07l/N7Oph5nT/dzRkV0aDC3hfcSGDtw76URS9nGR2OvDiJmEa4IzP8jNJF7vQYN/1NA+d2WymcHbli9dM0aDxhou6whSNvu7h02MrSe1smjd/qcKk7ZOHQGzk48hKs+GoL3unDsFiN8da9sNdKNKSw8RtNfcRf/TETZ7Y7iAb0lCzspPr64NhOlgI8ZTHs3gRH33Ky8AsT//wVCrhL47hL47DJTywkaD7TzOHTZ9jysQmz2czMqtnMqppNeXl5yoswZKOAB2eKPRLGTtZknHpWLFvNM88dnXQCsKNeT+1OGw3HLExbEmLuTf4pa0mZTOgM4C2PU/u5g9LFoSknbEaCosCMlaE+y4rmRCmaEyUWgW0/L+Czp/JY9aAPg3lqdIbn9lg4+k4Oi+5uo3je8KZgk8FeY3u+z1gTIBbS88mT+bhLYjiLYwR9egI+E7EQTF8ewpYb5Nh7LiKdehbdlf50OrNv6GD3Hz3Mv82PkuZ7xWiVlMyPUDI/gpTgb9DTdLqBd7fuo/0FKC0rYlblPGbOnIXH48n2x+OMuFbV8fLly+Xu3bt7LAsEAlit1ivh71lSwxtvvUZ9cBdL7uknMi/NaHE9MqFDZ+kZUXr0XSd1By2UrwhSvjzUpw5wlvSiJuDDfy6ieG6Eebe1Db1DL+KdNgyO9FtoJgJNg09/mUciKlj9Td+U8A/c+mQ+RfNCVK0PDL1xF2rYhNCrKIaxO/EGWnTU7nAQajVg88Zx5McoWRC+kpC7s1nPtl/ksfhLrRTNSW+0upSw/dd5mBwJlt838ntloohHBL4zJnynHTSfNqPXGbnt1i8wu3rOqI8ppSQQCOBwOFLY0smHEGKPlHJ57+VZpZNlXDl1+hRHjx9g3h3N6W7KwPQaZAZ8Oi7st3Ld95qYdV0gK/4yEJ0eFt3dwvl9ZvyN17AJcBgoCqx7vBmbR2Xrz/MJ+Cb/9xXuUHDkjzD9TQqNSXavyoI72ln1jWbm395O+fJQj2osjrwE1Zv9HH1n/H3chkIIWHR3K82nzbTVZe5vbzBLiuZGWHBXM9f/1QU8M300Nmae0WCiiMViHD9+nLNnz47bNHZWAPYia3JOHcFgkFdfe4mFX2zCaJk8lubGk2YK54QnVZuvRfKrkpGHe1/IRY1n79vBUBRY+fUWCmaF2farXMIdk/vRXzgnzL6X3bSeN45gLzmh5QPLlwdR43B+b/qrcdhzVSrWBNn3ojfdTRkWQgBSTyQcwe8fvevQZO3Pjx8/zr/85Md8tOuPvPDK73juj78nkUh9+onJ/RRIMdfqdPh4EI/HefmVP1K4oJ3cGcNLJ5AptJwzkjsch/IsaWfOzR3EwsoIhcC1y6K7OnDmJzj2fk66mzImFn6hg4q1nXz+jIdg60iCgSZOEOj0UL3Zz8mP0psH7zJVG/xoGhz7YHJU7ShZ5OfkhZ387Of/SiAw/Kn+yUxHRwfPPv80b77/AvO/eJEV36jjuu9dxK+d4vkXnkHTUjsblRWAWVKOz+fjyV/+hJj5DLOuz1yfE6DLInBV+EsJbReMuKdlBeBkwOZJoMbllJjWTBVDjWO95RFCrZP/+5q1MUheZZTdz3vRhpOZSUyoARCAaYtDqAmoP2qa4DP3RaeHxV9q4+xOBxF/5nf97tI4ax+/iNWt0daW4f1ICmhububJn/8EUXCY9d+5eMVwojPA0vsaaY+eZftnn6b0nJl/FUwwk9VknCnsP7CPX/3mSUpWnWPRl5smXYRm0ykTJruGxZXN9TcZ0OnBYBbUHzNTd9iMr9ZIsG3qpocJdyhEg/0/tqWE4++5eft/lLD9F9O4sN/a73b1x20UzZsaATBL72kjEVE48cEwrWwTrAAVHZQtCXNmR2YEIeROj1E4K8qu5yfHVLDUoNMnycnJSXdTxpVIJMKzzz3NrBubmbWpo0+/qehg4d2NfLr9Y5qbU+dPnxWAWVJCLBbjT6++wJZtf2blQ5coWxqalKXfzuywUbU+kPK2axrUbLex7+WcjHbEnoyseqgRqzvBxf1Wjr7r5JN/y+foe07aLhqmTNWWYKuOQ6/nsu3JUj75SQnn9/adxqs/aqbtdCE/+P5f8oWbHqT242Jqtjm7HUNh2y/ziHQISheFJ7L544aiwMoHmzm724rvzFBuAGNPAzMacivDhNsz556fd1s7QZ+OhuPpt0oORWeTHpvNMqWjeDVN448vPYunyse0JaEBt7O6VWZe38pLrzyfsqngzLkqs0xampqaeP6FZ7CVtLD2W5MtUfLVDiHSqdBRZ2TlA6mbbgj7FY6+68RXY8ZglriKEnz2VB7rHm3GVTRF1EmaceSqLL77ar61UJvC0Xdd7H3JTcSvY+7NfmasyjyLV6RTof2SATWmJKdtJQRbDETaLQidxOIOozNqNB5xE2rVsWTpMu7/wUZaW1v5zVO/ovm4C6F0FbeV0HJe4aYb1uNyuXC5XDz2yLd56ulfYLDFaThuxnfGTMmCCMvvb5lSke2OPJWZG/3sedHDpu81DfzZur6nicZk1dAy6FbXGTQ85TGOvZdD4ezGdDdnUGIhBbvDlu5mjCsffPgugcR5VtzcOuS2ZcuCNB738fEnW7h+0w1jPndWAGYZNVJK9u3by3sfvE31TT6mLR549DIZuHTYQv6sCLoxlhjTNKg7aOHMZw6CrTpyp8dZdl8r3ukxhIAdv8uj7pAFV1FnilqepTtWt8by+9tov2Rgzx8KkyIpQ/A36bl0wE79UQdqVFBYUoDFbAYEQggK3fl4KnLRNA1fSxOhtgC3bFxERUUFOl1yarukpIRHH3mczs5OpJRX/pXcVoLLdXUq1Ol0ctstd/Hc88/gyE+w4YlmHHlDKxFNg0REIRYWxMMKepMc1n7ppGp9kHO77VzYb6VqXf8BA4Kh/SPHg2hQh5LaAhejJhYWbPtFPlITTF+R+c8fNS4wGMce4CWlzEj3rsbGRvbu383Gv2hEGYbnihCw4K5Gdj69nY6ONm6/7S6MY/h+sgIwy6jo7Ozknffe4GLjKVY93JDxHcRwaDhuBgFtFwzklMZHPA0c6lA49p4T3xkzigLTVwaYtiSE2dHTIuGdHuH8Hhuzb+wkm3N8/PA3GBBC4CocYb64cUBT4cDLBXRctLFwwSJu/OoS8vPzR90pFRcXD2u7mTNncsPmm9j66Uc0nohi9yar2UgNwh06Ai16gq06Qi1mwq0WAi0KwfYEQgeKTqLTQyImKJoTZfGXhrZQpBM1PtRvnZ4p4GhQyZi61bU77Cg6yaYfZrbl7zKJuMBgGJsAzEThd5lPtn3I9NXtGK3Dt8hbnBrrnqjjyJtRnvzFee675+sUFBSM6vxZAZhlWEgpaWho4MTJ4xw/eYi21g5KFoZZ+3jrmC1mmUDbRQOdPj1mh8rnz3gx2SQVazuT2f2NEk2DWEDB36Qn2KIn2Kon7NcRC+hIRHQk4oJoQJBXGWPpPa3kzogNKCAr1nRy6mM7reez6WbGE3+9hUgogaMg/YOTxhNmNH8Bf/mDb6PX67lw4QI7d+6kpKSEkpKSce2k1q5dx9y58/jTq39k64FGBIJAu4bFasTjzcHrKaDYW0BuZS4ej4fnX/wds79QQ05JUkxFAgof/FMB824TGV1KzlUc4/RWB97p0f6tKeLKfxNKLKigM2bGlHvzaQvF8yfPTI0aUzAZxu6rmIkWwNbWVmpqath058hT3OiNkkVfbObigSBPPf0Lrt90EyuWrxzxZ8wKwCwDkkgkOHv2LMdOHObkyROgi5NfHWTGjQGWlcWGZbLOdCRQd9jMsQ8tLP5iOwWzosmAjU/t1GxzcuQdJ4qStC4gwGiRmGwaZqeGxamSUxTB5FAx2TVyiuKY7EM/6E995MRgkXjKsuJvvJAy2dlZHGSET6q/yUBxYRnHjx9n/6FdNDTVkVsR4rM9VmJBhcqZlVRXzaOqqgqz2Zzy8+fk5PDwQ9/i7NmzWK1WPB4PBkPfeUlN0+j0hzA7r0bBm+0aRouko96Q0Tk9l93bysc/LWTbL/JZ8pXW/mcl0jEFHNBhsKQ/q0DreSP+Jh3LH5g8AjDs11Pg8IzpGJkm/C6z9dOPKFvux2Aa/UVZuihETmmU7X98h0DAz+brbxrR/lkBmKUHwWCQkydPcuzkQc7VXsBZIMmd1c6yByPYcxOTMrJ3IDQNjr3rpOWsibWPNF3pMBQFZm4IMHNDgE9+nou3PEb1ps4epZ5Gg5RwdqeN2l021j/WnJ3+HUc6m/QkooLSRROXQDYRE7SeNxLx64h0KoTadYTbdUQ6dUQDOqS2h/rOPXhndbDxnhA6A0ALoXYdTaea+fTgcV5/Q8dXvnwfs2bOSnn7hBDMmDFj0G3q6uowO2QftwWzXaXjUmYLQL0Rrv9hA/tezmHbz/NY/KU2iuZG0t0sgq0GLK70WqEbT5rY+6KHqg1+zMMYpGYKoSYbBXMLx3ycTCvyoKoqhw8e4fofjd0P0+5VWflQPZ/9agelJeXMmjX8Z0dWAGbB5/Nx7NhRjp08SEtzG3mVCfJmd7DpC9ER+SZMJmJhwe7nPOj1OlY92II5p/8HtCM3QSyoH7P489UaOfRGDvGQwvL7W3Dkp39acirTXGNCZxAUzJmY6F/fGSP7X3VjsqtY3SrWnAQ5xXEKZ0cwOzTMThWTTet3AGXNUZm+IsT0FSFqd1o5eHjvuAjA4XD8xDHyZvXtlLwVERpOWKlcl3nR1N1RFFh2Tzvn90Y5+HoOhXMaun3nEpmGKWBfrYHlX01fwEUsLNj3kps5N7czffnUSP8zEoQQGScAAVRNS1k0vsmmUb6qjWMnDmUFYJbh4ff7ef/Dtzl1+iRFc0OUbQqwuDw66ZI3j5TOJj07n/VQOCfCrI1+FGXgTsFZGOfS4bGnIdj3kgfvjAiLv9SetfyNM9GgQs1WN0JRySkZf4vVud1WTn7sYNFd7eTPjI7pWIFGK9WFZSlq2cg5cfIws+/qK/Kq1gV4/x/tNNeYyKsc22ecCMqWhjnydg7hdh1Wd9f0a5pmL8wODX+DPm3+vjWfOrC4tEkp/qx5Qc6eO8P8+fPT3ZSUoigKUkvOCqVqVs07I8qBz8+MaJ8p3tVn6Y9YLMan27fy+c7PKFvWyXU/6BiTH8JkouG4mQOv5jDv1g5KF4VRo4PnZ8gpTTqWj5WCWVE6GoxZ8TcBXDpswWDUMXNz04T4qTaeMjFrU+eYxV8iKmg4ZuaLT8xNUctGRltbG8FQ6ErwR3eMVsmcmzrY/bwHu1cltzJCyYIQzgwIsOkPLZGMvDb0nsFIw2OucE6ES4dsVKyeeN+7RExwdqeVlV9rmfBzp4LpKwN8+uRBqqvnMLNq5qiOkS4LoM/nY/+BfVyoO4Oi01FeWklBfiGxWIxgMDnISqUAdOQliEQidHZ2DjtxdlYAXkNIKdl/YD8ffPgO7vIg655owZqTfufk8SaZ10xQ+7mN83ttrHywBXc/nVx/uIvjJKICNU6Xz9boqL6hgw/+qYBQh4LVNTWn1TOFoM9EKBCneP7EWDwKZkVpOGamfNnYOvhTH+cwc+astJW9On7iOPkzIwN2SDNWhShZFOLsTjvNp82c22XDaNUoqI4gFEm0U080qCN/ZogZq4Np9Rf2nTVisMheA9v0DHKnLQly5jMbYb+CxTmx937jCTNGK3inpz8V0mgw2TQWfbmRP734Ig89+AiFhWP3B5wIVFXl2ed+S05VI4VrImiq4OKFU5zcZ0VvUTFYY8y7LZrSe0RLgJoAi8Uy7H2yArCLTPQRSCWqqvKr3/yMmGhh8X1NuEsn5wNhpMRCCrufd+NvTDpib3iiuY+D+2AoetCbJMFW/ZisHSabhs2t0nTSzPQVkycKb7LRXGPi4kEr9hwmLErdPS3GqU/GZiWORwTn99r4yx/cmaJWjYxoNMqOnduYe1fHoNsZzTBrY4BZGwNoWnL6u+mUCTSByaHhLIxz8mMnNm+Cgll9LaJqHM7ttlF/zEr+zAiV68YnF2bDCQs5vSrtiDSlgbG5VQpmRjn0Zxcrv5a6KkPDwd9gwOrO3MCd4eCdHmP2LY389ne/ZOOGzaxetWZEkb3piALeu28vBmeAubd0XBF5hbMjQPu4nbOjwYA3z4VeP3xZlxWA1wjnz58norWy9lt1GRHJ62/SozfKcbVA+hv07PyDh6J5yQhm3xkzxj5Ot0PXh7I4NRpPmnEWjC2i1GSTNJ02cWGvHX+Tjnm3dmTFYAqREg69louiwNzbhy6Ynqrpl6aTZmzusU2FhtqSNU+tVuvYGzRCIpEIv//DU3gq20bkp6YoMGNliBkre17D4Q4ddQftPQRgLCyo3WHn7E4bBrOkcG6IszttXNhrxVmgoiWS05WJrmTOs2/sGJODfNs5E2XL+glYSdM4v3RRkMNvuSf8vJ1NRhz5k1sAApQsCJNTcondL73H6Zrj3HLTneTl5Q1b3E2kgScWi/HRx++z7GvNE9rXttcZKSkemf9wVgB2I1PzBaWC4yeOkF/tT7v4i4UFx95zcmG/lfKlMRbcOT6+KZeOmjn0eg7zb++gZEEYNQ4f/9TM4TecLPyCf0THmr6qkxMfuqhcFxiTtcKWG+fiQSNqrOu2E1Pb6jwRaBo0HDWjM0nazpsR0kD5irYJCVSQEk5vs3N+j5U1D4/tOrbnJpD6EJ9s/YiNGzZN2LPo3Llz/PmtV3CUNTL3ttTcixXrAux4Ko9IQMFs12g4YWL/n9yYnRoL7myneF4yNcvs6zs5t9dKZ7MBvUFDb5bojRpnd9o5/r6LRXeP3FoWbFXY/ycvoXYd+TPTnwLmMomYgk438fe7UNJT/m48sHlUVj96iZptQZ5+9hJCGpg5cyazquZSUVExYEm0ie7XDx48SM60MK6iiZ1l89fZmVk5fUT7ZAVgF1N5ClhKyfETR1l8f/qsTVKD83utHP/QQfG8CJ5i6Gwce4b3PueRcGKLgwv7rax+qOXKTagzwPL7W/j013mULAiPyCembGmYE1tcXDpsoXTh6P3K7LlxLE4jZkcET3lsUkblZQpSQv0RMzVbPSQiRmKxGEajHvRxZqwZmcAfLcc/dNBwzMy6x3wjcivoD51BsuLBevb8YStHjh1k/ZrrmTdv3pX6v6mmoaGB9z54k0ZfHTOvb6FkQThlg0N3cQJXUZzdz3nJKYlxYZ+Vebe2U7a05/Wu6OljPYSkNTTcNrLyX5oKh950UXfQSsn8CEvvbenrbyfSUwouFhKc3uogFoV4VExowF24Q8FTNnX8vBUdzLyug6qNHQR8eppPN7Fl52Fe/pOgqCSf6pkLmFk1k9zc3B7CbyL797MXTpNbNfFpfzouGSnZWDKifbIC8BqgubkZVcbSVhKr7YKBg3/OQWfUkqKsMMGO39gIdaT+YRwLCWq221n9jZY+IzBnYYJZ13Wy50Uvm3/UwBVXiWE0Y/rKACe3OMfUUUY6dRitKqsfyuyaqpOBM9sdnPvcQyyaoGxJJ9OWdRDpVHCXxiek8sfFgxYuHbKw4YlmjNbUnM/s0Fj7rTqaTvvYtr2d9z54i3u/8gBlZalLC9Pa2soHH71DbW0NFRtaue6rwXHxlVz5dR97/uiho97I6oebcRcP/9ljz03QcMyCmmBYKamaa0wcfD0HNS4QSjJaecD8pRM8zo90Kmz/dV6yQpCAXc/ksvqbzUgt2dbx9FMNtekI+HRMW5LZuRtHgxDJqFdHXoCKNQESUYGv1sepU+f5dIcFvWKkqmoW1TPnUlxcPCK/uLFSV3eRhWsndto9FhZEAuD1eke0X1YAdmOqTgGfOHGc/FmhCZ/+jQYUjrzjpKXWxJyb/T3EU7BFwVmQ2oi4aEBh5x88mGwJDr2Rw8Zv900DUrE2QOMJC7uf9bL6oeFPeVWuC1C7w07jCXOXM+/IkDKZnqRyXfoSwk4lfDUO1ESCzX9Zf6Wzd+RNzLn9TXqOvOVizcO+lIm/ywgBBTOjFMy8RMNxMy+89Af+3Y/+w5ifTeFwmA+2vMvhw4eYvqqD6+7sHFehrDfCqgdHN9ApWxai9nMH236Rz6zrOima27+lPNyh4/AbObScMzJjVSezrg+w7Rf5HHvfxaK7+p8+nkj9F2zTsf3XuTgLE6z6egtaArb8ayEf/nMB8YiCmgCDSWJxaljdKjZvHEtOAkuOitWlYslRx/QbHf/Ahbs0jnHi3UonHL1JUjg7QuHsCFJCZ7Oe5lONfPDZQToadBSXFjK3eiHLli0f934+EooOqyRoKlHjAoNRhzJCH6WsAOxiKk8BHzt5kLJNE1cSC5Kj8r0v5TBtcZjrf9DUp5KG2Z1ATeHMREe9gZ1/8FC2JETVxk4++n+FnNziZPaNPacDhYAl97Tw8U/yOb/XQsm84TVCUaB0cZATW5zJtBcjfIY0nTKRiAnKxpgqJEsSqYLZyYRUqokGFZpPmzCYNTzTY+x+zsPcWzrGPQde4ewI+1+OEovFMJlG7y5RW1vLy6/8kdxZHWz8XlvKqg+MF4oCG55o5MhbLg685uojAKNBhXO7bNRst+MujbH5R/UYuzJfLL3Xxyf/VsCM1XqcvavtTOAUcCws+PRXeXhnRFj2lXYgOeV93fcbuHTIgiMvjqMwQWe9gfZ6A51NBjrq9TSdNpOIKiSiyaAYRScxO2RSIHoSWN1xLDkqFpeK1Z3AaOm/3/I36mk8aWLT9xsn5PNmEkKAMz+BMz9A5boA0YCBltp2duy6yJmzp/jyF+8bN4ugqqrE4yp608TeY2a7RiQcJ5FIZKOAs/QkEAhhckyMH4iUcGaHjZptdpbf34a3vH9T+OwbW9j5TC6t5414ykZnLr9cW/f8Pgvhdj0L72qnuKv25/Kv+dj+qzzyq8N4pvWcCrY4NRbd3c6B13LILW8f9ncz+4ZOzu+xU/OpnYo1gRFN35zf7cBoUdn3cg5aQjBtSYj8mdFsYuhRYnbFCJ4bgw/pMHWAv1HPZ7/14i6N015nQEpBYXWYaYsnxn9TKGNLYnvo0EHeeu81Ft7dNCkqeFxGb4QFX+jgwgErmpr0/Qr7FWq2Ojm/34I1R2Plgz68ZT3vbZtbI6c0yrmddhbc2d73wBM0zj/0uhuLU7si/i6j10PZkqvXjntaHPe0/v2RNQ2CPj3tlwz4m/QEfXraLliJR3QkYsnE4Z6yOLOu77jyjFMTcOpjJ+f2WMmbGZnwvIOZiMGkkV8Vo2DOJQ78SeXpZ37N1+5/CLPZnPJzXbhwAYdHmfBqWkIBi12hs7MTt3v40eZZAXgNMLNqFk0nGnHmj68VUE3Awddz6Kg3sP5bvkFTvHjL41Su9fP5Mx6W399KXsXIRKCagEN/zqG9zoB7WoxIhx5nwdVjuAoSTF/VyZ4/erj++30tkEVzIzQcj7Hnjx7WPTZ0yhBIWiaW3tvC/pc9NByzsP5bw9sPoHxlJzXbnOh0CnqD5OBrbjQVrDkaBdUhZqwKpnw6cSpjzY1Qd8SIpjFuIlpTYe9Lbube5GfakjABn57WCwZKFkxc8I4QY5udOH3mBGXL2yeV+LuMoiSDt0LtOs7vsXN2lxVHfoJ1jzbjKhrY+lq2JMTxD1wT2NKeXDpspvmMic0/bBjTcRQFHPmJAeuGx0Jw6M0cdv4+Oc285CstdFwycm63lfl3tFM0N3OioNNKV6YvnR6WfKWRY+/E+eVvfsZDX38Up9OZstOoqsqbb7/K9HW+lB1zJFhcko6OjqwAHC1T1Qdw+dJV/O7Zw8xYHRhTNYvBaL1gYP8rbpz5cdY/7huW78qsTUHaL1k48mYum75/adjninQq7HrOg8mmsf5bPnQGicEMn/4yn3WPN2H3Jke9c24I0HTCyr4/eVh2b0sfi92CO9r45GfFHP/IztybB085oWmw+zkPZoeKyaZhGWE1j/yqKPlVVwXjZT+VppNm6o9aOf2pA7NdYrRoGCwJTHYNS06iyzcogSM/jjH1A9bJS1cOPy0hUEbrJyXFoKl4Lh6wYrRolHZZ++y5Cey5ExtINVYBuH7tJn791AlKFoYmZdUfm1vls6dykZpgw7eaBxRD3XEVx4iF+o4KxvPxLmWyEkPdIStH3nYx//b2cR/QGa2w7J52Eol2dv/By0c/yUenh5ySGCXzs+LvKld/B6HAnFtbqf0szi9//TMe/NrD5Ofnj/kM7e3tvP3unxH2tgkdIHZnNJd3VgB2MZV9AIuKiphWWsa53W1UrEmdFTDSqdBw3MzFg1ZCbTrm39ZB0dyR+cd5ysM01xiHHfHXXmdg13MeypYGmbUpcOVcc25KVjDoLQLXPNzMJz8rYN9LHpbe29qjbXqTZPFd7ez+o5ui+Z2DRiruezmHUJue9jojRpvGorvHFsnb3U+lan2AeETQctZEuENHpFNH1K+n7YKFhmMK0aAgEREIJZkuRNHD6oeaceRNvg49FUgJzSecCEWgM4z2vh16v/N7rczc2Jn23JljeTbl5eWxdMlyzu38iDlDDHIykdUPN1G7w0758hDmYTrWJ0Xz+LZL05LuJ/VHrfgb9KgJQILZIZl/RzvTFk2cCNDrYfU3WvDVGuloNFC+dOpF/Y4FIUgO9rq9r1jbicmR4NdP/Zw1q9ezZvXaAfMIDkYkEuGTrVvYu28P5Sv8LF2Xvly7sbAYURk4yArAa4bNm27hqd+dp2xZcEyRZVImAxpOfuwg6NOTPytC1boAeZWRUVkXtYRIPrC1oStyXDxg4cg7Lhbd1d4nEleI/kWg0SrZ+BcNbPnnQs7vsVK+PISmQmeTHkd+Ml9Z2bIg+1/ycv0PBnaY9tWYWfm1FlzFcYRIjiRTicEsB40uljJZLiwa0LH3RQ8Nxy048iY2sCcTkBIO/9lLLGCkdP741ZuNhQWdTfq0Tp0mooJEnDH7Ks2sms3JD3cBk08AGs1QPcIAttYLphHn2tNUaL1gJNCsR2+SmB0q7mmxfgeloXYde573EAnomLYkwMI7I1hyEuhHrh9SSu6MGLkzJn/Vj5QzQPDP5eoiJz/8gJ3/8hnr117HnDlzh1WLW1VVdu3eySdbt5A/K8iG77aOORfoWImGGHEloawA7MZUnQIGKCgowOv10HaxccT+dpfx1Ro5+p4TNSaovr6TgupISpxdNZVBLTmaBsfec9JwzMyah319o/u66C0Cr/tuE2anhtEMi7/cxt4XPDgL4+x+3kMiqpBfFWPxXZ1UrA5wdo+Xz57KZck9rX0sDRG/QiImcJXE0xa0IQQYLRKjJUFOSRx/w7V563Y26Wk4ZsXujTHnltH72gx1pweaDVjd6oTVE+6PlnNGikvzeiSDDgQCxGIxPB7PsI+jqun9HBNJ0ykjR95yMfuG4adbCrTorkwzm+waUhXEI4JETDD7Rj/TV1wdaNQdNnPw9Rxyp8dY963mbBDXZGGA7sXmUVlyTxMd9QaO7XiLj7d9gNVqZVbVbGbNnENZWdmVqFopJRcvXuToscMcOXoQa16YFd9oHvdsAMNBSoiFtawFcLRM5SngyxQXTsPfcHrEArDtgoGj7zmJ+HVUb+6kZH44ZRYwV1EcvTGZ06s/H6VYWLD3BTeaKtjw7eYB0x5cJuJXCPj0xCMKH/5LAbf/53ogmVutcHaIz57KRW+W3PCjBt77x0LiUYHRorHx280ceTuHrU/mc8NfNfR4sJ/fb8WZr2bMw96RF6Pu0DWQ3Ks/JCBUKja29AnsSSWdzXoceel9sPtqbMyqnHflfTAY5Kf/9i/E4wkefeRxioqKkFLS2dmJw+EYcAAbDAYx2tLfSY0XkYDCxf1Wzu22Ew9D9eYA01cMfxr0wj4bZpfKhsd7DigaT5nY95KHeEghtzLC2c8dNJ02sfDO9rT5eWUZBUIihxjyuYriLPpSE1JCxyUDTafreXPLXvxNYLGZEEA0msBk08if42fxV4O4CjPnnlJjAkUnRpzeJisAryGsVgdtkeGbAkJtOg6+nkOnT0/1pk5KF4VSbknwlscQisR3xkTZ0p458jqb9ez6g4e8ygjzbvMPKcCkhI9+ko+mCmasChBs7dnYRV/sQNFL3KUxIp26HtOH1hyV5fe1sPUX+ex90c3y+65Ol13cZ2P6qsyZbrW6VeLha8Sk0wtHQQIpoe2chYKZ4zc9e+mIeUL9uPoj6jfjnZ575f3hw4fJnRnEnh9ix85tbFy/mZdfeZ7m5hbKy6fx9Qce7vc4Xq+XUOs4RX+lES0BW3+eT6BFh82jUrXBT+nC0IhdUdS4gsnad/BZMDPKsvtaOPS6h7M7bdjzEmz6fuOwfRGzZBDDHCsKATklcXJK4nBdJ7GwIB5WkDI5S5WpaXViIQWzZeT3eFYAXkN0BtoxDdOq0XjSxP5XcqhcG2TF11rGLa+R3iTxlMWp3eFi2pKr1Uoun3/OTf4eebOGYsbKEP4mI+f32pi1uWcSaEWBRXcllx14zUV+ZQyDiSvzgUKBpfe0sPXJfHy1RnJnxNj/qgupQXkaEzhL2TOCse2CCUM/Hda1gBCQVxXh0mEr1Te0j94HcJD9Aj4d/gYDRV9Lb8k+LdFzRJ+bm4t/jwlXSZBDB45x8uRJKje2snh5gI//JZnzb8GChT2OIaXE4XDQ0azR6dPhyJ0a102oQ+Gzp/Ix21Vu/f80jCEYKOlrOdDANq8ixua/HFs6lyzpZSyeXUm3m8y/ZzoaDOTl5w69YS+yArAbU9kHMBAIcLHuPNMqNKJBhXhEoMUFakKgxq/+iwZ01B81E2rXseKrbaNO0jwS5tzcxrZf5NNyzoi3PMbpbXbOfm5j5ddacZf2nyS1P4TgSuWP5jNG9jzvAQ0q1/adDoqFFMz9JIC2e1UKZ0c5s93GyY+d+Ov1V1LNpIPze60c/LOL/Mo4K7/uo/6YmbO7rCy7b/hl7KYaZcs7aTxpprO5n2oPKaB2p42ypaEJT+bam94CsKKigmhAwWTXKFsSYcbaduze5DW89P5G3v3jq2zd/iGJRIJYNEE8liAeU1F0AkWvsv1XeejNGmVLg8zcMHkjReuPmjjwmpvieVHm3dY2pt8pGlS4dMTMmofSk7stS5ZU0Hjcwezps0e8X1YAdjGVfQCllPz297/C19SG72U3QpEYTBJFL9HpJYoh+VdnTEa/lS0NUTw/PGGO43avii1HcmZrDud2xQm26Fn/RPOYzO15FTHKVwa5dMTarwB0Fsbx1ViAvtZFe16MEx86KZkfYfHdzVjd6RkBJmKCQ2+4WHBHO4ffzOGjn+QT9uuYf0c7+VXXbrSfzZP0x2yvM4xNAMq+kefxqKDuoJXr/qJpbI1MAWq8pwAUQuDMsWN21rPgCz0HAK6iOOu+U3clilVv1NCbZDJtUNd9rCag7YKRnc94MTu0CatmkkpOfmKjZpuTBXe0U5qCKfrze6zYPOqA1TiyZMl0Ws4aaT1jZ/ntK0a8b1YAXgMcPnyYhGhn3WPJ6hxGq5b23Ga9mXVjK3tf8JBfBesebx6z9SUaUDi708biL/af+qJkQYgz2x3UfGqnaF4QRzeH3hmrgpQsCKc9ca7OIDE7NKSEDU8003zGxLRFwWuiuPtgGK0aiiLpuGSCEbgH9KT/Ad/F/Va802MZ4esTDYLNZuuxLNebR6CpFndJX8FiMMlBLeY6PSBAb9DRdt46KQVg3QE7829LjfjTNKj93M6cmztS0LIsWSaeSEBh/8sFfOnur4yqXniGxDVmBlNxClhKyYcfv8vsm324S+KYbJkn/iBpsdMSgkV3t6dk6u30Nid2r0bRnP4DBexejcr1fs58buXioZ6h83qjTLv4gy5/t8oYzTUmnAUJKtdkxR8kfTlXPNhM3UELZ3bYU3rsiwcsI4ogHU9iEdknB2DFjGp8NaMrXxVs07HvhXykhOmrJqfokZrAMEQmgOFydpcNoZD2YJ8sWUaDqsKBlwpZtngVFTMqUFWVRCJBPB4nHo8Ti8WIxWJEowMHy41YAAohNgshVCHE6V7LrUKI/yWEOCuEiAohzgsh/m6IY+UJIX4thKgTQoSFEMeEED/stU2BEOLPQoh6IcRvhRDmbuueEkJIIcQ/9NqntGv5puF+rqk6BVxfX09CC+OdntlThoqSFF7hjrHPO6sJOL/XwvzbBk98mzcjmei1eG7mdgCO/BjhtjRnmM1AXIUJVjzg48QWB2c+s6Ws8kM8qqA3pt/6B2CyCMLhntfm7OrZNJ82oI5ixvLUh16QCgvv8mVE7rLRoDNKosGx2S2khNbzRk584GTRF9Mb6JNlaiFlcpAiNYFUFbSEgpbQocV1aHE9WkyPGjOgRo3JfxEjathEImwmETKTCFlIBC0kAlbiASvxTtuA/2q2FOLQl7FyxWoikQjRaJRYLEYikSCRSKBp2pC6ZkS2FiFEAfBb4D2gqttyHfAG4AS+A5wAPEDeEIf8DVAO3AfUATcC/yaEaJFSPtO1zX8DDgD/Cfhr4K+A/9ntGBHgh0KIn0gpz43k81wLHDq8n6L56StPMxL0Rgi368acf629zojeKAf16wm2Kux81kvV2uCw6oumCyHkpPjt0oF3epzVD/nY9ayX9joTi+5uG3OwjqswRusFY0b4hJlsyRx+Xq/3yjKbzYbb66KjvmlEAVqxsKDhhAF3aZyiuZO3Tqyik6jxsd0QLWeN7PqDl6oNfvIrM3tgnGV0XNE9UoAUSFWgJRRAdHl/XP0re71Hkswb2H25FMm3chjX3pVntuzKNpD8K5BXa4+Ly9t1X5d83l8+Rs9j9cV3xsPdt96Aw+EY/hfTi2ELQCGEAjwD/AQw000AAg8By4AqKeVl7+naYRx2PfC3UspPu97/UgjxLWB117kA3MAWKeUhIcTJrvfd2Q7Ygf8BfH24n6c/ptoUsJSSw0cOsezrmTGlNRR6s5YSC2DApx+0EPulI2YOvOqmfFmI8mWZ3Rlqqrj6MMjSB3dJnE0/aOSzp/L45Mk8Vn29ZUxBO2XLQux/xU3F6mDKy/2NFKNNJRjs796VaCP8iM2nzZhteqYtHbjc4WRA0WmjFoChdh01Hzu5cBiqr/f3GxyWZez0EF/d/vYRWl3regirwURYn+VD0E1YaTETajSRFFMDijFAaF2LBhZkMLbUMqnC7FIJBMaWn3YkFsC/Jfm1/wPwX3qt+wqwE/ieEOJhQAW2AP9RSjlYfP024CtCiD8CTcB1wFzgv3bb5r8DbwghniZpWbyp1zEk8DfAx0KIH0spd4/gM109iJRTTgCeP38evTme0Rau7pjsCQK+sSesDbXqMdn7t+AkEnDw9RwW3NlO6cIwanjkjrMTScSvx2BOvz9iJmM0SzZ+u4kDr7n45Mk8lt3bNnQN3wFu9dwZMYRI1oX1lqfXOmS0x2hsamDOnDk9ls+bu5jPXu5k8T2Nw26j77SDUGecvKr01TZOBaoKJ7Y4OPWJA51eklcZp3BukKI5kX47ZU0FX62JiwdsNBw3kVuqsOGJxrRXeUkVfcRWt9f9C67ka9nPsiviqteyEQuvy4iuo/URUVcFVh8rmZBXmiWuiK2xizApBXpr/9fIZMWcE6a1dWzpwIYlAIUQ15Oc2l0ipdT6EUqVwAxAA+4HrMA/Aq8LIdbKgSeiHwCeAhqABMnL63tSyjcvbyCl3C+EKCM5ndzY37GklFuFEK8C/wfYNJzPdC1w6PA+Cua3p7sZw6ZkYZjj7zuZc1PHmFLQBHxGbLn9d4w1n9ixuDRKF2au3193mmtMTFuaOVVIMhUhYPHdHVwoj7H7eQ9V6wJUbewc8QNfCPDOiNByNv0CcPqaNnb8+lNmV8+hsLDwyvIN667Daraz97PX8ZbXD3mcpM+bAYdXYDBPXmty/TEzQZ+BDU80oTdKIn4dtbtsHHjFjcHccqXEpaZC8xkTlw7aaDhhRG+EnJIoG7/TiNlkRjdIEvUevUs/ourqNr2EFVwVV91eXxVMV1/LfpdfFlm99xsmV8RW18kv/+1aJvpZ1q/o6rbdlXuntwAjMyxgI0Egk7/hFJpN8c4IceSTA6xfv2HUxxhSAAohcoHfA49KKQdKia4jedl8VUrZ2rXfw8A+YAVJ62B//C1J8XgbSR/A64AfCyEapZSvXd5ISqmSFImD8R+BI0KIu4C9Q30uTdMIha5Wd4hGoyiKgqomHw69RW739wO9HmjZYNsP9X60SCk5fuI4K76ZvgoWI6VkQZiTW1zs+aOXZfe3jLr2bqhNIew3svNZN3Nv9mPvVv3g0hEbFWuvFoqXiMuP7IwjERMEWnSULpw8v2G6mbY4TE5JjB1P59F20ciSe1oxjLBmcGF1lDPb7cy6Lr3C2+5VmXOrj+dfeIbvPPH9HmkeKisree8DPYEW3ZVk0APRctaITOjxzvYPut1w6DP87u0T1et9v5amHhskl8n+1nedS40LTm9zcvGghXk3+rG5DCDBZIbFd0TZ95KFCzu9RFoitJ4z4ztrQm+UOAqjrLwvhLPg8vdjIRGyoKkKQhnimrgsgrq9pp/XYoDlyb+9fcG6Fl8RIf2IrG6vJ5vIymiE7Dfv52QmryrK4dfbaW5uJi9vqHCL/hmOBXA+UEzSmnd5mQIIIUSCpP/fJcB4Wfx1caTrbzn9CEAhRAXw74HVUsrPuxYfEkIsAP6/wGu99xkMKeVJIcSTwN+TFJSDoigKJpPpSpSMqqro9fo+xZS7Gxwvv5ZS9omuSfX7sSKlRGoCRZqJB7o/yKDHTSB6ve+xHT3FUX/799q+x3rRe1WvB2TfVrPu8Wa2/7KAD/6xmOJ5Eebc1NFn/6EejKULI1w8ZCHUpnDwdTdrvtnTTK4zyisdmZRX/w1Euh7EbReMmKzymk39MqJbopvwsHs1Nn2/kZ2/z+WTnxaw4mstySm/7lacLqfw3mOMZDF4E2a7REv0MkN3t9oM2I6e28gBlvfdvtu6bssKqiRttZ289uc/cfutX7gyQDQajWxcfz37X/2Epfc1drtGu1uakqghIwiBp1gS7+yZV3BMdBdJ3d53/yi93/d9ngy8vRAQDQoO/TmHYKvCqgcbk+4s3bYVAmbf0sz+l7z4Pzdhz4uw5Ks+3MWJfi1WQtHQmaMIXWZEemfJMloUBYrmBzhy9DCbrrt+VMcYjgDcBSzotewvgDuB24ELwBxgjRDCJaW83GNXd/09O8BxL3drve9ElUGfsIPyX4FvAE8MZ2Od7uoD/rL4Mxgmb9H03iKyorKcc3vamH1Te7eN+n61sr/OabDObridXB9hJa7+7adzlwj0OtjwWCsHXs+hpcaKdl1/1q++HWV3ypckKJ0f4NNfeSlbE0ANWa5sbrYYiXdaSXSlklAjRqTOgKbPvA6htcaOM1ef2k57KtHj0pR9Vq26P8iRd5zsebaIVQ+1YDTLK9upMSNSCmRC63GcUKuOuv0uVn3DhxYz9HOeXiKmT1uGPziC7oML2e+tJoDqm5rZ94LC08/8iltuvJOysjIAVq5cxbGThzn2QYCqje3J5NX9THHlzQmRWwOH3rVw/Q/b0U+CR5yagM9/n0vbRQP2XJUN361HP0A2JEe+xobvTu7glizjjEgO+qeaUdVVHKHh+MVR7z+kAJRSBoHD3ZcJIZqAmJTycNf7nwLfB54WQvxnkuLuX4BPgd1d26wEngYeklLuBI6TDOr4VyHEvyNpRdwEPAL83Wg+jJSyWQjxv0hOLV9z9J4+vu2Wu/jZz8/jKIxSuuiykOrbQWTiTdFWD0Vz/egso3PcrdttRepilC69apSORcDf4qTcFcRgT0b/Cp2Koo+jGDIv0KKx1kbR3HYMjmy04mhZ+OUQW/65iJOfmFn8pW6WYCFRjHEU/dXfXUo4/J6XksVtmFxhdAaZ9khgAMUAK75RR82nHfzud7+jtKyIb37jUfR6PQ8+8DDvf/A2n/78MLkVURbcnfSP644AylcEaDhuxV9vnJD63mMl6NPT0aDnxr+px2geevthI5iSQiDLEPScApsy2LwJzjU3j3r/lJSCk1LWCyE2kwz82Am0A28D/75b0IaVpFXQ2rVPQghxO8n0LS8COcA5kuLvf4+hOT8GvgtMG8MxpgRWq5V7v/IAL7zy224CcHIwY1UnNdsdNJ2y4C2PUbo4eMUp39+k5/wuO20XjWgqLPhCG55uedtiYcGprQ5mrOzsccxdz+ThLk30zYOWgc8FKaGzWcfyrP/fmBACln21me2/zqNwjpnC2T1/+1CbjtqdNnw1JoReEmrV01FvoOYzO1IFnQGcBQm806OULw9gcU2spVjToOmkmdodDtrq9LiK48SMF/nt73/F1+5/CIvFwh23383m62/mV7/+BRf3dzJ9Zd9rxupWScSS9ZMngwDUdfltplT8AckBcAbe8FnGn+Hk8JtkNB6zUVhYNOr9RyUApZR/Ry8rnZRyHzDgRLSU8iN6T9pIeQb46mja0LX/w/0siwBlozneVEsDA8nEsTLzZjeHpGp9kIq1Qc7tsuI7Y2LXs8kC9gaLhr9Rj7s0RuHcELGg4PPf5WLNUdGbJJoq6GzS4SxMMGPNVcvZmR1WAj4dm77fNCmcq+MRgQCsEyw4piKuwgSzb/Cz72U36x5rxlmQINKp48RHNprPGpi2OMT8OzrQEoJETJBXEU1eSxoEmvXUHzXTdNpC7edWZt/YyfQVwXG/hjSVZK3qz2woChRUh1h2XzNGa3JwcOzdGL/41U9Zv/Z6as+f4tSJ09hzVTz9RC6rCbh02ILZpkdnHMBvIsNQdBI5BTvsLOkhUwP9xkLAp+PCHid/8d07R32MlFgApwJTtRTcZBa1igIzVoWYsSpEIgHnd1tJRBUWfiFCIioIteuYuSFC5fogDcdNJCI6hJAU3hPG5rkqnELtCie2uFh6Tysm2+QQVNFO3ZirWmS5yoxVQQI+Hdt/k4uzIEG4xULpUj+LvtTaZ8r0MoqStP45CwJUXx+g4YSJg6+5ubjfxpIvt2LPHZ9ccsFWHbuf9xIPKyy8s42iuT1z9wkBc29p45he5fXXX8PqUdFbBG0NCp88mbRyT1scRG/SaDrmouGUHrNFTywcxzt9cuQBDLXp0enH4fqfWoGgWYaLkFPqd2+uMXHo1Tw2b75pYiqBZJmcBINBdFOglKxeDxWrk1NbLWcN7Hwmt8ue3EbJggjTl/ef10/T4PPf5VEyP0LBzH46vwx9KMTCCkr27kwpC+7wU74iRKhVjzM3hDknijICkVFYHSX/rxvY+5KbrU/mUbUhQOX6zj7piqSWTCTdXpdMV2J2qVicGhaXismhDpjeSEq4uN/C4bdyyKuKsPSetkFTIc25wY/BpHJut4PCuUGmLQlhsqmc3ubg+AdOdDoDsbCGu1hSOK+ZgtmRZKBIhpOICQ686iavMvW5OkV2CvgaZmr87rWfOzm3PZevfPFeKioqxnSsbBfTjclsLRuIg4f2kzerc+gNJwlaAva+6GXmpk50Bo3Db+YQC/uZ0cvvSdOg4ZiZ01sdgGTere1pae9okSoZEYAw1XDmJ3DmJ0iER+dcpiiw/N422i4Y2POCl4sHLcza5KdwdoRYUOH8Xhvndiejts1OFaFAIqKQiAkSUYGaAINZYnVpFFSHKZwdxp6XoLNZz4kPXbRdMLD4S60UzRmepa5qfZCq9T2DhKo3d3JhrxO9RbLhO/UYrZkv+rpzcosTIWDRFzuG3jhLluEgRphWKoO5uMfFV+97kJKSkjEfKysAu5iKU8DHTxznyLH9rP3W2BPAZgKJBGx7Mh+rW6VybQApkx3yiS1OGo9ZWf3Nq1UHP/1FPsFWhdJFEWZt8k+66VRNE5PCV3FSM4ZLwj0tzuYfNXDiQwfH3slh/5+Sv5c9V2Xebe2UzO+/xnQiBh0NBtrOm6g/auHMDjuJWDLYxF0a4/q/bBhz4EPDMQsms4GyFc2TTvyF2nWc3W1l3aPNo04EPyjZe+ra5Eoi6MmNGhd0tmoUFY0+8KM7WQE4RTl27Biv/flllj3QgNkxeTqBusNmzu60MX1FkJIFPTvRz5/Ow2CWrPqGD9GVKLZ8eYiC2RE+/OcCAi0Kdm/ysxqsKuYEeMr774gzHallKwFkOooCc27sZM6NnUT8Cnqrhn6IJ6reCN6yON6yOFXrx6fSSNt5C6FAbNJF/kMyWMXuVXEVjVet3qnlC5ZleAimhgXwssuKpmkoKRghZSeZujEVpoB9Ph/Pv/gMb777Isu+Wo+7ND70ThlC3SELB19z4yqKc/B1N4GWq5fn2V1Wgi06ln+1pY/Tvsmmoegkkc6rve/Kr7fgKYtw7L0c3v3fhUQ6B7vUM+/JoKl9yqhkyWDMzqHF30Qh0dDpmZR1f4UiUXTj3e7sjXXNIaaG76cQYLIoPcrYjoUMeWSln8k+Bdza2sqWT97n9KmTTF/Tzvq7AgNGN2YaiRgcfstF/VEri7/YRtHcCM01FtoumrB7w1w6YubEFiezN/v7jeJtPm1CKJA7/WoKDEWBhV/w03YxxI7f5WKcJNG/l9EZJDLzclNPGaZyMIDVHSceS/rBjss0agqQElrOGUGCtzyGUJLpagLN41ympP8iRFmuBabID5+IS4zG1ER2ZgXgJEdKyYcfvceuXTspX+nnuh/4J93I/9RWB74zZhbc1nElSbOWgFCrwvs/LkSNQeGcCOEOHfXHksl8LxtrpYSj77ooXdy3Woamwb6XcilfGs7YjnAgzA6VxOQx3mbJIIrmRji91UlLrYm8ysxL+1L7uZ1Tn9iTFTlEMuehxaURaNFhskpWfWP0lQ2GxeR6PGZJBUJ2r1o9aZEaJGIaJpMpJcfLCsBuTMYp4K3bPubQ8R1s/F79pMlx1xuLK4GWEOTPSqZ98DfqiXQqnPnMSdWGAO7SKLuf82DzqJzbY+PkFo2qjX7yq6IceSuHeFhhzo19I533vuRG0WtU3zBYNGFmBluYnWoycjRBxkwtZpkcWHNUbB6Vmm0u8iqb0t2cHtR+buPEFjsL7mi/4uPrqzXib9RTPDeCedzT1Exdy2+WIZgCwr/5jAlPnjNlWmWS2UXGj8k4Bbx372527t3Kigcnr/gDmL48jDVH5cCrXsIdOj7/vZeC2SE0Dc7vsbLzWS8V6zrZ8O1mbvqbBvJnhTn2Tg7v/EMhbReNbPhOUx8LX90hM82nTax4oAXdJBRQRovElqNx9nNbupuSZRIy5+Y22i/p8DdmzsXfctbI8Q+crPhqS48Ar9wZMSpWhyZA/JHVftcoYgr4AEoJp7bkcv3Gm1N2zMx5OmQZEceOH+P9LW+z6uH6SRXlOxAL7mrj01/msfXnebinxVh+bwdtF0JEOhXcZXHM9uRn7B55GQuB0dr3WBG/wqE3clj4hXZsnsnrSFe+spNTHzux5yYorM68qbwsmYsjP4EQ0HbRiLNgvCJqh080qLD7jx4q1/vxTk+fb8NUiQbNMgom+e9+6mMXRjzMnTs3ZcfMCsBJyIGD+3n7nT+z/OsN2L2TV+B0x1WQYNZ1nWiaZNbGpD+fe9rgHUV/4k/T4LOn8yiaEx0wF1sPMvihMH15iHhIz4FX3BzSwfRVAWZuGJ/UIdcck9sYMCQGs0QoCqEWI5DedDBSwt4XPdhz1Sv3dhpbw5T/8bP0ZZJbAC/st+I7Usgj33w4pa5qWQHYjUz3AfT5fLz/4VvUNZxl1TcbcOSnf2SfSlKRF+3I2040Febf3j72BqUZocCsTX6qNvppPG7m0Bs5+GrMrHrIN+mCWrJMLEKAxQkddVagPW3tkBJOfeygs1nP5h82pK0dVxBX/styjTGZLb+X9nu49eYvYLfbU3rcrACcBHR0dLDl4/c5fuIYFWva2fClwKSrbDERtNXpubjfxtpHfFPq+1GUZGSnp7yJrT/P48SHjn6DXrJk6Y6WEMhxzqoyEGG/Qv0RC3WHrITadKz8Wgv6TKlJPnUeDVmGyySuBCIltF6UKSn91pusAMxgQqEQn2zdwv4D+yhb1sl13+/AaMk+vfpD02DP87lUrgvgKpqa+VNMNo0lX25j5zMeanfYKZgVYdl9belu1iRlalWEiIUUhCKvpIDSNAj5Jc6CiXURiXQqHHs3h/rjJmxuldyKCOse9aNke5osWUaFEJA7XVJbW8u8efNSeuzsbZmBxGIxtn+2jc8//4zCeUE2fLdtSgR6jCd7X3RjtGpUbZjaljFveYyb/0MD4XYd23+Tx0c/zWf1g76JiaDMkpHU7nBw/AMnQtEwmBRcRXHiIT1mswFn8WApkFJLpFPhkyfzsbkTXPfdRmyeTLwmp0Y+uCwjI8O9u4akcF4bBw/vTrkAzHoSZRCqqvL55zv4p//3f6lp2cKax+uYf0dLVvwNQeMpE82nzSy9t+Wa8I3T6cGeq3L9DxoxWjQO/tmV7iZlSSNntrsw2WDOTR3kVUUJ+AwE2wSukgjlyycu6KJmuwOLU2XdY74MFX9k3f+yTEoK50SorT1PMJja+zlrAcwQwuEwzz7/NDFdPcsfbMZVOLUCPMaLRAz2/8nNnJv8UyYiergYzBItIXClMa3G5GbqqAF3cYLy5SHSHfFrtE6Ce3AKTf1nuTYwmCXTVwb4/bO/4eGHvpWySiDXgL0k8+no6OBXv3kSY+FZVjxYnxV/I2D/qzk48tQxWDomtwgItunIzcByX1kmDqNZIxFL/3WsJQRCyXR1lenty5Klf2Zd346psJ5nn3+aRCI1GiFrAUwzjY2N/P7Zpyhb1cyMNZ2T3ldhItE0aKk1s+y+1rF9b2JydgpSg3hE4CrMWgBHw+T81ftStLCD01tdqHGRtuh3KaHptInKtZntgyuyaWCyTFKEgPl3+Nj/ssLf/8P/xGI1YraYsFgsWCwWPDl5XLdx84isg1kBmEbO1J7hhRf/wJzbmoaXtDhLDzrqDMTDAm9ZLN1NSQvRoIJOT+ak15hMTCENUDwvwpnPnPhqjRTMSo81uPWckUREoWxZeqegh8VUUf5ZrjmEAou/0kQiKoiHFWJhhXhYIR4R1NXYefIXR/nqfd8gPz9/WMfLCsA0cfDQAd56+3UW39tI7vRrU8CMlJpPbZzb7SAaEkg1aQFzFqhTqjMfCWG/Dv0UyneYZXQoBkkiCv4GQ9oE4LldDrwzwtdEEFaWyYuUkz8iWIikT6DBrGJ1X/W5LZ4X4eKBEL/57S+4+64vM7t6zpDHygrACUZKyafbt/LZzo9Z+c0GnFOsmkeqiYUE7fUGTnyQQ6hdYd4tHbjLYhjMGjqDRDfWK3gS6yepTe7s9mlnCnx3Fw9aOfyGG4NRoe6gjfyZEVxFE/tMkRo0njaw+qGJSzkzaiZ5SbAsmYfUoPWCkYajdlprbcSjkIhJNFVSub6Tqg3+CROdpYtCmOyNvP/OW1kBOFzkBPWimqbx1tt/5tS5/ax5rB5LNnfbkLz/40IMJkluRYxV32i7ZhNh1x8z01FvwF0awzs9hs4gubDPjt58bX4fWcDfqOfoWx50OphzazMNx8189ttcbvrrBnQTWAGk7aIRnQ7cJZNkMJu9Za5NLlcDSYHPt6ZB61kjDUcdNBy3YrfbmTdnETd+sRqbzYbRaCQajfLin55j94V6ltzbiN44MRdebkWUA6EgLS0teL3eQbfNCsAJIh6P8+LLz9EWqWH1Iw1XMvZnGZjOZh1CwI1/3TDpzfZj4cJ+C4ffysFZEOfifhvxiMCaoxIJKGz8TlO6m5clDcQjgr3PF4AULLmvkdwZMUoXRnjv/xTSUW/EM4F+sa3njVjckyD9SxfZJ++1yVj7EE0F3xkTjcccNJwwk5PjYv6cJXzh0Xl4PJ4+21ssFh556Fv85rc/x3emncLZE+PnLwQUVkc4fuI469auG3TbrACcAEKhEM8891sU1yWWf71p7NOW1wgtZ01Y3eq4ir9M7wza6gwcfjOHJV9ppbA66d/VUa+nucZMycJQ1oo8aib3VODxd71I1UDlhlZyZ1wVe+kYKCWiAp0hs67DYKuOs5/bKZwTxtvdxzo7BXwNc7ke8PCf+mocmmvMNB5z0njSSG6eh/lzlvDFjXPJyckZcn+dTse00nLafadH3+xRkDszwOk9x7ICcLiIcXpytre38/Tvf42nuonZN7Zd05askRL26zDZMl2ijS+dTXqsLu2K+ANwFSVwFQXS2Kos6STsV7h01IzDG6Nirb/HOjUBevPEijFHfoJLh20Tes6BiAYVmmtMHH3bhc6k0XDCzA0/auy50bX9SLl2GUHfKyWc223j1Edu8vPzmD9nCffeOBeHwzHi05qMFhKxiY2OMlg0YrGhA8KyApDx8wGsr6/nmT/8lunrmpmxKtthjxSpgpLxiWXHF5NNQ01kRw1ZrlJ3wIbBqKNyU3OfAWUiLrA4J3Y6Nn9WhMNvutj7kouFd3egT0OvEgsLjr2TQ90RM2aHZNrSAJXrA7z/f4sItel6REtmuVaRSCmGpQNbzxs5v72QR7/58LBTqgyEr7UeW8XE5mpVdBJNHXogmBWA48TpmtO89PLzzLujiaK52Rx/o0KAlNe2+DHaNNRsnufUM7KZoIyi8ZiTeFwlv1cFmMs+s3rTxH4wg0my5mEfB19z89H/K2TzjxomNB2MlLDvRS+hdh3X/UUjNvfVjs9dGufAa27KVwQwWjWMVg2dVNDbJ386kCwjZAT3fP1hB8uXrR6z+APwtfioWjGxAVJCAU0betCTFYBdpHIKeP/+fbzz/hssvb9xQp2xpxoWl4qvZryf0qmJChsvTDYNNZ7tqbIkiUcE/mYonhtF9BJZ9UctOAvG12d2IJwFCdY93syH/1zA+T1Wpq+YuITQLWeNtF/Sc8NfNfRJir7sfh87f5fHifdzUBNdU+SKGZ3ZwtxbO8irjGaF4DWCGIHfb9t5K5V3V6XkvG2tfmwTXKdeUSRq1gI4PFI1BSyl5JOtH7Fr3zZWfbMBR94kSYuQoTjyE0T813ZmWaNVQ00k0w5kk+ymmMzV/QPScs6IxabHW9naZ53vjBlvefpmG4SA0oVhLh6wTagADPj0mJ1avxVxjGZY/63mHsuiHTZqPlfY95IbnUGy5CtteMuzA/UpzzCFfjwiCLZJCgoKUnJam91CqE2H0TpxvrlqXKAfhi9GtktJEZqm8fobr7D/2FbWPHopK/5SgKcsRjwqSESv3SG6Ti+RWlIAZkkdk/WKar9gJhJK4J3e18E74NOTPyu97iYFs8MEW3QTes6c4jjhdt2w7xFFgbk3d3LTv29g2uIgO5/x0nhy+PVTs0xWLkcBD057nZGCYi86XWqu47mzF3B6q4uOesOEJe73NxooyC8acrusBbCLsUwBSyl5+ZU/0hw8zqqHGzBMsA/OVKWzMXl5JmJi/PyaMvynioYUdAbS4lifJfMI+awIRfRJ/9NRr0eNC9zT0mvJchbGScQEEb+CeYJSFJmdKmoCErGkxW+4KApUbw5gyVHZ+6KHDd9uwj7BU3VZJhAxvMd92wUj5aWVKTvtmtXrUD9NcPDFI8TjUfJnhcivDuCdER23lHCdjRaqC6YNuV22W2HsU8Cf7fiUS76TrH6kfkIz8E91Lh6w4i5JYHZcu+aviF+HLlvvdxyYnPngOn067J6+18PFQxbcpfG0uwkIkfynTcAlq6lJv8fDb7nIq4yNSPx1p2xpmJMfuQi26rMCcEozPAtgx0UnS1dMT9lZbTYbt9x8OzffdBstLS2cOHGcY9sOcvDVFhZ/palHHs9UEWi0UjB36CnsrAAcIw0NDWz99CPWPj6x5ZeuBQyWa1f4XSbg02erxmQBkjVHg+0aJfP7hoWrMaVfH7iRoqnJCMLRTojEQgoIsLrG796NdCqc22WndpcVvQGq1ndSuTY46uPVHTajxiG3n2n1LFMIAQxxWcZCCm0XBaVfKk396YUgNzeX3Nz1rFu3ntraWv744rMs+1o97pLUpXpQE9DRNDwfxqwA7GK0U8CRSAS7B6w52ZFjqgm26An7Ffa97CEeVph1fQeOvAThDoXW8yaMVo2C6siUjOKTEtSY4OIBG/a8rIN6FmivM2A067Dl+fusy6uMcOjPFqQcuXiLRwQHX/PQeMqIpoKiA2eBirc8gntajJyS2JBWeCmhucbEyY+cCEVy+M0cZqzpxJai/HtSJnOz1X7moKnGiN2rsvjuNgpnj120nfgwh5kbO7MD+CmOQCIHsfpLCYdfz2Pp0mXYbOOf2HzGjBncfddXeO25F1n0pUa8M2I97l0pIR4WxEIKVo86bOv+uV12yspKsVqtQ26bFYCMbQrY4/EQ6BuQlyUFOIvjNJ40k4hr6Ewq23+di5SgM0hMNkk8LHAWJVjxgG9KlNdrqzNw4FU3Eb9CIiYQAswOyYbv+NLdtKmHuPLfpEBqcPy9PNSEpKCfQI+C6igHXhW0XTTgmTYya8KRt9x0NutY/3gz9rwEoVYddYcttJw1cemIlWhQoDdI3KUJPOVhckrjuIri6I0SNQGXDlk49YmTeFRQNCdE9Q1hTn6Yw8c/zSd3epyKtX5s3kQyB98w79NYWOCvN9DRYKDtgpm2i3rUuEJuRZhN329MmYWxs0lPpFNQtmziopazpAnBgFPAUsKxdz0QKOSGr9w8YU2aXT0b+ArvvvUmCS2MI08FAeE2HYE2iRACs8VIOBTFXQzO0k7cpRHc0+L9RhXHwoIz29w88s07hnX+KdBtpheHw4HVYuXcbhvly0c/DZGlL5Wrg1SuvvqdaokOUK6mQ0nE4JN/K2T3c7ksu68l6Ssn6ZMfbTLQcMLEvpfcTFsSZNriMDZvIiVTelkmP1LC0be9RDtMFM3p7DfDgKKAtzzC2R1OPNNahn1sNQGXjppY93gzzoLkce25KtWbAkCyepGmJXPt1R+zcOmwlTOf6YiFBRaXRjws0Blh+spOKtYEr9ybeY81EwkoHHnbyd4XPahxgZpItlNvkhjMEqNVw2STmGwqRnsCBHRcNNFeryceFZgsEpNDxVkYY96tQQrnRFLu41i7y0bu9KSYzTL1GcgCePoTF/7aQh795iPDSp+SSmZXz6F61mwaGxtpbW1FSonb7cbtdmOxWAAIh8PU1dVx/sI5zu+s4cCfmjDZIKc0Ss60AM6COAGfnvrDTmbPnjvsBNZZAThGhBB8/YGH+dVvnsTiSpA/M+tHMl4ova5WvRE2freBT3+Zzwf/VIAaF2gJwe1/eyntzvAjoXanjePvO5l/ezvTFofT3ZwsGUQiKjj6tpeWMw4Mtihzbx1Y3M29pYOP/62AaFDBZBuehayl1oTBLHEVDJy2SlEgryJGXsVVV4RYBBqOWTBae9ap7o7ZrrHsnvYr7zUNYgGFYLuOUJuecIeOaEAhGtDR2WIEDZxFMaav8ZM7IzYh93DHRSPFC7LWv2uCARL+n9tjo/FgPo898tgVwTXRCCEoLCyksLCw3/UWi4WqqiqqqqqAG9A0DZ/Px4ULFzh/8Qyn9l4i15vHsuoqFi1aNOzzZgVgF2NJA+PxePjqfQ/y7HO/ZcU36nEVZnMAThR6I1z3F03UHzNx+A033uropBF/UsLx91yc22tlxQMt4xINlmUQMtzo03LWyIFX8lEwYHREWfH1+kHTIdk8Gla3ytnP7VRv7usn2B91h2zkFI980Go0Q9mSkQ1WFAXMTg2zU8Nblt76hpd9JWMhHfZsztZrBNnnng936Dj5gYdvPfYIdrs9Pc0aBYqikJ+fT35+PsuWLRv1cbICkNRUApk2bRo3bL6Vj55/k00/rJuSgQmZTN1BK4pesuDOthHvm47fSk3A/pc9tJwzsv7xJuy52SCiiaT1goHabXmE/CrxCMRjErMdXIUJHIUhnIVxnIVxzA5twq8PKZMpkI6/40XVJLM2NTNjVWBYrg2LvtDGjt/lUjw/hCN/cGGTiAnqjyWnf69V1DhYHNl771pA9OMDWLPVzYrlq/B6velpVJrJCsAUoaoq+w/somRBMCv+JpgjbztoOWdiwxPNkyJlStivsPOZXIJtCjf8ZSMmW+a3eaoQCwtOvOel6aQNJFi9Enuuht4SR40o+BuNNJ52ojckRboQ4MyXOIsiOAojOAsSOPLj4xZ05G/Uc+ydPILNRhAqqx9qJGcEKSLc0+IUVIfZ+1IysfFg1vDz+6wYLYNP/05Jup7PmgaJuMB0DecZvdYJt5konz0j3c1IG1kBmAKklLz+xitotnpmXt+e7uZMSUIdCk0nzagxgdGuUVAdxmiGMzusnN9nY+0jvkmRiqflrJHdz3vIKY0T6VToqDeSX5X1Gx1vpIRLR8wcezsXnU6PxZ1g3i1tuEr7Bm5JCaE2Hf5GA60XTHRctFF30Ip2wIyiE6hxWHBHG6WLUuevGQspnNzi5tJhCyDInxli9k0to0qCvvhL7Xzw40L2vuBh7i0dfe4LKeHUx05qPrOx5EvXYgqDZELgjgYdQpETWqM1SxoRfRNBS02krOTbZCQrALsYiw/g5zt3cLbuCGsea8pa/8YBTYOtT+YnIwctklhYcOTNHApmh2k4ZmHFV1sy3u8yEROc22Xj5McOqjb4mbkhyJF3HBx+I4frf9A4KSOXJxM1W3M4v9uFllCZeX0TpQtioPb/4BcCbB4Vm0elaE4E6AAgHhV0NhpoPGXk8Js5nNvlpGJtBwWzRx+dqqlwdped05/kYDDosebEmHdHM+7S0fvIKQqse7yJ/S97+Ogn+ZQtDjPzOj8mu4amwoFXPDTVGFn7aPO1Z/3javKfhqMWcorU7DP7WkH0zQOo6CSJxOS9By67r3X/29+ygRixABRCbAbeA2qllFXdlluB/wJ8FSgCGoFfSyn/bpBjfQRc12vxx1LKTd22KQB+BSwD3gW+LaWMdK17Cvgm8L+llP+h2z6lwAXgeinlR0N9prH4ANacqeHjrR+w9rGGbCqBceLUR3aMFsmm7zdeeVg3nTJx8M85zL6hk9yKzAyeCHfoaDxpov6wjbY6PSabZOXXfHinJzv3OTd1cvGAjY4GAznF6XWKn+p0XDIRi8bZ9P0GzA4NLa5DG2EeQINJ4imL4SmLMW1xmEOveznwmhvdm+AulpiccUyOKHmV0SEFXMCn4+IBO3UHHOgUA4qIM3NzIyULwykRJFaXxtpHfPgb9Rx41c2H/1zA9JUhWs8biXTquO4vmjDbr1HLV9f3a3GpNJ7Iqr9ril5dtKKXqGpqZ46GI8ZGu24ghBBXjFi9Xw/GiARglxj7LUkB2F386YA3ACfwHeAE4AHyhnHYZ4G/7va+d2/+34ADwH/q2u6vgP/ZbX0E+KEQ4idSynMj+TxjpbW1lZdefp7F9zRiTVHG+yx9qTtkp3K9v0fHmD8zyo1/1Zi+RvWDlNB+yUDjMQuXjlqIdCpYczTyqkIs+nKwT/JaRQGdPlnxI8v4MmtzC02/zCPYqktJbWm7V2XNw01EgwqnPnHSUmOj9aKOeMRE3cEE1/+g6cq2UiZL+rVfNNBRZ6PtvJlwJ+j0CgiNkqUtzFjdOS4DSGdBgg1PNNNy1sDO57w4chNc//2GPimVri2SU4HFC0IcedtFIioGja7OMjm5opkuT/tKgVQVtITuyntFpxCNRonFYv0Kr8uvRyPIev/tbxkkI3oHWjcSMTcahv0YEEIowDPATwAz3QQg8BBJC12VlPLyk692mIcOSykbBlnvBrZIKQ8JIU52ve/OdsAO/A/g68M8Zx9G+uVKKXnpleeo2NBC7vTMtEBNFWx5MdovmigfJFt/PCJoOG5GZ5DkVkQxWib2ga7GYd/LXny1Rhx5cSrWdFK2JDRkR6upoMtajscdR34Cq1NwZrsbb3nT0DsME5NNY/5t7UA7AJGAwof/XMDprXYSMR3+OhutdQK9QUHRCSKBBFYXFM0LU7KwE/e02IRMQdZ86sThVVn3qC/rbtCF0Qwmm6T1QtYPdzzoT4All4teywFE1/biyvtk1pae2yCT+8nu+w+FkF33mESLGdBiBhDJ0nDhNgNOp/OKoFO6fDlGIuAmMyMZB/4tya//H0hO9XbnK8BO4HtCiIcBFdgC/Ecp5VB1rL4khLgbaAHeB/6LlLK7Z/J/B94QQjxN0rJ4U6/9JfA3wMdCiB9LKXeP4DMlDyDliH/Mffv3EdF8TF8ZGOnpsoyQqvWd7HzGy/w76Df6Uo0LdjydS7RTh6KHSEBQPDfKvNvaJiQqWErY/VwuwXYdm39Yj3HoEow9mALPkYwn2KojElCwebpG/+P0nZvtGrOu93PqYxdSBb1BwVum4S5vI6ckRk5xfMKtTef3W2g5b2DTXzRnxR/0+O1t3jhNpyyTXgAOLLbgygfuLpiuiKiu9b32l/0sG7Hw6jq0QHY1oedfcfkElxM0d60TCiC0rkVX97nynBQ99xvJ81NqCnprspRiPCLwt8QpKyu7ZgNBhiUAhRDXk5zaXSKl1PoRS5XADEAD7geswD8Crwsh1sqB7aXPAGeBemAWSbG3RgixWkoZB5BS7hdClJGcTm7s71hSyq1CiFeB/wNsGs5nGgvhcJj3P3ib5V/PBn1MBN6yOEYrnNziYs5NHT3WqXHBrj94UWMKm/+qAUVJ+lftfcHLxz/NZ8UDLbiKxtfJt3aHjfZ6PTf8qGHE5dvUhMhGIY4zjadMHPlzHjpFYfqa1Fn/BqJqbZCKVUHUeHJqMZ3PiIhf4ejbLhbd3Y7FlXVTSSKTiaCByvWd7H3Bw5wbRbKU5OUtuvcyvYTT1fW9rFPdXssBll/WPP1ZtqSEWFAh1K7vqpRiQCZ0OAojuIpjQ/tsiuSzLx4VeEpjV5ZdFV79ibGu1igDb5cK4ZW5iCtWv2uRIQWgECIX+D3w6CBTtTqSl8tXL1vvuiyB+4AVJK2DfZBS/qLb28NCiAPAaeBW4PVu26nAYNPEAP8ROCKEuAvYO8S2aJpGKJScUoxGo+h0uivOoN0Fbn+v333/bQrnhHHkSrT45a+w+w2VfN/nBuleiqZXWZqpcTONHysf8LHtl3nklEYprI4Qjwhazpk4+q4LRQcbnmi8Eolpz1XZ+N0mDr/lYPtv8phzk5/y5eOTn7HxhIkTW5ys/JpvxOIv4NMhVTBlE9GOC7GQ0lVGzUIirlF9Y69qK+NoiFN0yQjDdLPj6TwKZ0cpnhtJ6XH7DMN7W4W6vb+6bT+C6cr75LL+hVPf97K/9b1eyz7Lk6hhE8JgRNGruPPB7jRR81E+M1b3M5tzWQR1e33lb7dmiR7ve4orRNfzXVwVcKLbNpcOWTi300OgTaLX63B7neR68pjmKUSnKJw7XcORd8+z+uGGAQezagKOvuXFd8pJLBbn+h/WYbSm//rLZAxmiVAkwWBwUlUBSSXDsQDOB4pJWvMuL1MAIYRIkPT/uwQYe03dHun6W84AArA3UsoaIYSPpDVwREgpTwohngT+HrhtqO2FEBiNyR5bVVX0en2PItC9nUAv/62vr+d0zQlWP9KBVHV9H0jJN5fP0uvh0+vB1GPbFNH9wXP5ba9lV1f0Orno/rL3toNv3/eB2P/y/hlsm+Q6u1dj9uZODv3Zzd4XBYqSvIFLFgaYtSmIohPIXgPkebcEyKuKsf9lN74zZhbd3dpn+k3Kvp3ZcIViW52BvS95mHdb+5XI3pFQs92Gpyw+aUrXpZuRBOs3njRz+PVcdIoee16U+Xc2Y3WrSK3LgqOJ5D+1/y9f9r5ve6wcZF2fbUTPt70FzWDHlN1Xj2z7ULvCwde86HWS2dcFiAds/eyXIvqIpG4n6v2c6Vcw9d6+6/1l4dTP86G7gOoz2B5goH15G6FXUQxxFH1y4DXv7ig7fptH8ZLIhFfkObfbRu3WfL7ypfspLCzEbDb32WYd63nm+d8Qavf1KwDjEcGu3xWR66rgB9+7j+df/B2t530Uzk6t6J+KeMs0ampqRlQ/dyoxHAG4C1jQa9lfAHcCt5NMtzKH5NStS0p5eY6uuuvv2eE2RggxDfCSnBIeDf8V+AbwxDDOdUXwXRZ/BoNh0H00TeOtd1+n6voGzK7M8Rnpt2McZETed78BxGufHa6uG7BDuyyI+xxnYME7eOd29TjTFqpMW9hOPAw6EyiXDxkzofb7GcBTBBse9bP/T162/9LGwjvaseepV7ZRQ5ZRWQabakyceN9J5YogRVUK8U7biPZXE9B62sO8W9tHvG+WARCgxeHM9hyaTlvQC42K9R0UzQkjhBE1xJXLUEsoaHF9P1b6yy/6uQj7uU5E7+2GNVjqtv6yKBlQCHV/23uWIblMCOhs0nN+n4WAT080YCDcoVC6sJPZN3ZcndrMzjpcpdtX4S5JkFcVYd/LHtY93jxhA7KzO+2c217AI998HI/HM+i2NouDjnpjV17Knhx5M4/ywoV84c4vIoTAbncQC1/LP+7wKVvZwgevv0NJSQm5ubnpbs6EM6QAlFIGgcPdlwkhmoCYlPJw1/ufAt8HnhZC/GeSPoD/AnwK7O7aZiXwNPCQlHKnEKISeBB4E2giKRj/nqRgfGU0H0ZK2SyE+F8kA1ZSzu49u9CMrZQsTF0FgFTQ74Nc9O7A+nZok/URoR9hkIXBDmufCHHwDSc7/mBj/u0dTFt8NaLY4OhbDaI7kYBCZ6OBsF8h3K6n7YKJ9joD829vHHU1iL3PeDHlBMmf2z6q/bP0xd+oZ/9LBWgxI3priCX3NmIbID2TllC6tpv8VpKDr7u4eNCKtyyOqyiG1RMmpzg27r6vk5WkaO/59Ft6Txsf/LiQ0584mXmdn3C7js5mPRaninMcksxHgwqntrj59hPfwu12D7n9xvWbefr3teh0gqqNiA+07AAAc/1JREFUHVee+eEOHb7TZh76qzuvuChZzQ784ey0wkBIebXPzKuMUra2kZ/97N/4y7/8EQ6HI72Nm2BSkg1KSlnflSD6H0lO97YDbwP/vlvQhpWkyLvcfceA64EfAA6gjmR+wb+TUg6c72Nofgx8F5g2kp2GigJubW1ly0fvs/Kb2cCPycrCO/zkV0XZ+6KHwtnhISOEowGFw2/m0HjKhNEqMRglBmsCmyfO0ntaRu1j03LWQOs5A5u+N/4BCdcCsZDg/F47Zz51AYLy5W3M3NSOco0E9rWeMzPnRj8zVg0+kMkyMIoCyx/wseOpPM7utCaDsyySeBRu+FFjyrMJnP3cwbx584cl/gA8Hg+PP/pdnv79rzkS0DPvthaEAhf326iuru4xe2Wx2GgJXyMX/0jpp+/WG1UKirzXpB/gqARgV3WPv+u1bB9JQTfQPh/RfYJEyguMMWJXSvlwP8siQNkIjzPo+vb2dp56+pfM3NyCMz87qp7MFFZHMTskdYcsTF8x8DjD36Bnx+9ysXkSbP7LxpRWTbh40Ep+VRyLKxv9O1winQqnP3FjywvjLEggJUT8OnynHDScNGC2GNDp4yz+ShPeaywvp5T0Y/HPMiADDODdxQlu+FED9cfMTFsSRlHg45/mc/oTJ3Nu7uh/p1EQjwrO73by7W9dN6L97HY7jz78BM8+/zQ7f2/Enhfl0kE733q8Z7drtVhJ+EcYkXaNILqSgF++X9Q4nNqSy/1fuXNII9BU5JrOBz9cXn/jZUqWNVG+LDvCngoUzQtSd9A2oABsOm1izwtuypYEmXdrZ8rPbzBrRDqyUzTDpfGkiUOv5gEKiYQRvVG5kpg1GtJwl0jKVjRQUB3pN09kf4ieEQuTluYzRiIBQWmGuaVkNnIAP2MwWiXly65+l4u/1Mr2X+cxY21nygaB53fbqKysHLb1rztms5mHvv4oBw4coMPfxl3fXk5OTk6PbSwWC4lItmvvF0GXP3zyAji700FpcRllZSOyGU0ZsldJFwOp/3A4zPlzddx0f+qFQJb0MG1xkNrP7H2ihgFaLxjY80cPc29p79ERpBJHfoLGk1kBOBSaCsffd3PpoANN1Zh7ezNFc8N0XDKiqclUK/bc+DWd7uLkFidlS4d2Z8jSm+GJf1dRAr1ZEmrVY7anxrJ8fpebr9+/adT76/V6li1bNuB6s9lMPDsFPAA975OGIy7Wr5ifprakn6wAZPAp4Gs5SeRUxe7VUPSSYJsOU7eZkmhQYeezXirX+8dN/AGY7CqJ6OS3Po0nwVYd+18sJBEyYnJEWXJvI3ZvMqDDU5aiKd4poJkCPj3zb0/d9OQ1Qd/UgEMykhREgxEJKCRigsLCwtQcsB8sFgvxbBBI/4irScAB5tzaxHvPv0VJcQkFBQVpbVo6yArAITCZTBQU5dJ8emrnVZIy2en6Gwx0NhoJNNiJhXToDBKdQUNn1FAMGjqDis6YQDGoGMwS97QYrqL4pAuMMVqhvc5IwYyry2p32LG6NGZtHN+p/rbzRizObPLngbh40MLRt70oKBQt7GD2ja3Dntq9ltC0ZA44e97Ic1Be84ygnJnUQKdPjQLsqDdQUJQ7rv5mFouF2NTtqlLA1e/eUxZjzm1N/P7Zp7j5xtuprq6+kh/4WiD7WB0GVRVzqLt0ZkoJwHCHjqbTJjobLAQaLLQ3gcVipKAwn+LCcoqWFmO324nH48RisT5/Y/EowWY/R3bXEgqGyJ2RwFPhJ68yijUn88VNwewgNdsc5E9Pij01Lrh40MKsTf5xPa+mwfl9dmZdN77nmYwkYoKjb+biq7GCVFnwpUYKZmVOvs1MQ1FA6JKVJNSEwOZRsefFMTu0STcgm1j6poEZDDUuUlatp+OSkZLC6Sk51kBYLBZi4Slg3h4Prrr/XaFkfgSd/hLb97zMn9/QUTWrkgVzl1BYWIjL5ZrSwSFZAdjFYD+yIpQpMV0ESUvf2Z12Tn/sZtasWVQXllE4r5CCggIsFsuojun3+zlz5gynzhzlsy1n0Zs0vBUhvBVBcmdEM9I/ac6Nnbx/wMbF/VZUFGq22zDZ5Kjz+g0HTYPPf5eL2aEybclYMh1NPToa9Ox/sQCZMGL1RFj0lUYszmyUdHekhFC7jrYLRtrPW2m/aEWIOBd3TKe0pJRLR334mttIJBLM3NBJxbrs1HC/CJJV64eJptKngtBoCTQ4WDCvJCXHGgiTyUQ8qiE1umr8ZrlMfzkgAQpnRyicfYloUKH+SAsf7T5FZ5NCLCJxex3k5uaRn1tMack0KioqpoxrWFYAMnQaGLvdTvS8GZjcVptgq45DrxVgVPN4/NH7Upb53Ol0snjxYhYvXoyUksbGRmrO1HB6z1EOvtKAMw88FZ3kVoZxl8YyIj+bosDsG9o58W4RBrvC4i+1UVg9ftamhuMmDr3hRm/SWP2QLyO+g7EQCSic/cyJ0GlYPXFchfFRJcyVEs7usnNqSw5SCirWtlK1viPbcXVDjUPtDifndroQ6JhWVsqs0irKlpRRWFiITtfzYmpra+MXv/oZOdPCqfOXnEL0YwQaFINJEmzRk1M89ql2oy1GQ+Ml5s8fv8ADRVEwmPTEo8lchlm6MYQxz2TTmL4yxPSVyQF6IioI+PQEfGep8xk59JGD8Ct6Vq1azXUbBsx6N2nICsBhYDKZUCdxWH13q9+G9ZtYs3rtuI1ghEg6OBcWFrJu7ToSiQQXLlzgdM1JTr9znLZWP7llGu6KDvIqotjzEmmbripbGqGgsgmTa3x9/vyNeva+5GHOjX7KVwQnfe1fKWHn00XEQ3qi4Tg6g0QicBWozLyuDe+M2LB+01hIcOi1fPz1FnT6OEvubcoKlm5ICZcOWzj5QS4lxeU88tCt5OYO7T/mdru5684v8cafXmDdd+owpMh6NXWQJMvZDw+LW6X+iJWc4rFbVCs3tLHtyZ2sWb0Om238SkCaLQbiYQWjJfPdcSYWOSL/T71JklMSJ6ckDoSBDgI+HTufVplZWU1xcfG4tXQimLyqJsUM9FANhUJs/fRD8hZPzumUYJuOQ6+m3uo3XPR6PTNmzGDGjBncxC2EQiFqa2s5XXOcvTtOk9Di5FZEyZvpp3BOZMLF0UScL+JX0BvllKnU0HHJQDSgUDjPz/zb24hHBP4mPSffd7P7eS82t2TmpnYKqiMDCsGWc0YOvJyPkHocxWEW3t2UtVZ0Q1Nh7/OFyGAu937pLsrLy0e0/+zZs/l8dxG+Gh9Fc6eO73JKGKEJsHpTB3tf9FC1wT9mdxaLS6V0UZBnn/stX/7i/Xi93jEdbyDMZlNXJHBWAPZAjD2i256rMmN9Kx9tfY+v3f/N1LQrTWQFIINPAf/kp/+CNb+T8hWTq/O+PLV2+qPxt/qNBKvVyrx585g3bx5SStra2qipqeHgzt2c+tBH9U1TL9o6tzKGGhcEW3XYPJP7gdx8xsj+l/JBwrQlAYQAo0WSWx4n97Emgq06Dr/pZv8rbkw2yczrOiieH74itKUGp7e6OPu5E02TVG/2Ub4iMPFWYDGyQICJRGpw4E/5OJRKvvrYg6O+bwvzi2lvPZbi1l175M+MYbIPXT1ouMy+uZWzO2P84lc/41uPfWdcRGAyECT9z/vMIzX3vc2ToOPo5PfjzgrAIbj9tjt58+3XOPqWRvUNrSlzBh5P0m31Gy5CCDweDx6Ph+XLl1NbW8sLL/0Bm/cSjrypU3JPUcDuVbl02MLMjYF0N2fEqHHw1ZpoPuHg0lEzUsKCLzT36xNl86isetBH2K9w9G03h9/M4fj7OVSt78Bo1Ti/202k3YzeHGPZfY2j8hucykgJR970ogRKue/Br41p0OZx51HfYAEm3zU33sgRigChk0gtNQMGIWDGqgAdF+zU1dWNmwCMRzJzgJNOhKDfAgAjpeOSkdLi6WM/UJrJCsAuBpoCnjdvHhUVFbzz7ht88tPjzLujKWNTU2Sq1W84CCGoqKjg+utuZPcbb7Pq4UvpblJK8ZRHaDtvZjJ1xk2nTVzc7aapVofZoiccSmDLkSy4qwl36eAO8RanxrL7WoiFBcfec3Fiiwu9QUc8Kima08m821vQG9M8mMrAsdylwxYCFwt4/JGH0evH9nj2eDyEj5pS1LKpxMh/+IhfIa8ytTMTJleY9o72lB7zMhazPZsMuj/EyPw/B6Kz3sH8edPG3p40kxWAw8BisfDFu++htraWV//8EpcOdjDnVl/KakOOFqlBZ7Oe1nNG2s87aTlnwO32ZLTVbyiWLVvO22+/nczWPoUGsI6COM01o0uzM9FEOhWOvZ1L6zkzsaiKd5qkYG4z+bMiI07NYrRIFt3VzrxbOwg06zE51Gx6lwGQEs5+5uXWzbdhMo1duLlcLsL+KXQTpYoR+gD6G/VITWDzptZ9Ix4048h1pPSYl7Fa7PiyArB/xjjwkxq01ekovmlyB4BAVgCOiBkzZvC97/wlH338Idv+bRezb/GNexF2KaG9zkDjcRu+0w4iAVATEjUh0VSJy2OlvGw6y6pmUn5DOTk5OZM6caVOp8NkNvLRv5RgtEisngSukiA5xXFcRcmIUwA1kZyWzK+KTgqh6G8wYErzgGE4tF00sOuZfPR6Pc7CKPPubE5JYm+9UXZF0mUOmWYA7Kg3kAiZmDlzZkqOp9fr0Sa3y2lGUPOpjbyK4UW2j4SI34DT6UztQbszCZ6LE48c8fR/b2p3OPC4c3G73SlqU/rICsARYjAYuOnGW1gwfxHP/OG3COUSJfNTH7SgaXD6IzcX9tmxWKzMqZ7Pxjvm4Ha70ev16PV6dDrdpBZ7A7Fxwya2fvYuig7aL/7/2zvv+KiK9f9/ZvumZ1M2nfSQSiihhd6lhmJQUEGUKoLtetWrXr3e4v3afuK1YUMEG4IUQZqhhgQIPZWE9N7rZvv8/tgEQ0jPbsruvF8vyO6cOTPP2TPnnM95ZuYZPopvW4HHI1ApAHNbwMZViapcIWS1FGELqwwuwvVBWboYPhPq+tuMThFZakChhUhSh5EPVw76eIWDCTNbNdRaBS5dvogxo8f2ujwul8sEYBuQbk4Aqi0WYkiE/oduUC3ui+GoL5QqBbjmA+0VZwDQ3SCQrci7bobsOHs8uWa5UTx7mQDsIU5OTnhkxWrs2PkVhOZFsPfSX/wylZzg+l4pRFp3PLF6scFCBQxULC0tIXHXYviDxQB0ITHqSnmozBOgItMcFVlCKBsB19BGJB62hq2bckDPrlXKgMZaDqQBA392s9hai3GrynB1ry1ObZNi4vpSCMzYg6QvEIgpxj5ehOP/O45RIyN6LQ50ApCduzbpxs/C4UJvE0DuLZdCrTbMJCiNpv/iqxoSlYKgpoiPmkI+6gotdV5zJcDj69Z3t3JtgI1bIxx85e2Eler5LOCcBHNknZPi8VVPGIX3D2ACsFdIpVIsXRyNA4d+wKSn8vXiLZFVcXHlB2f4DAnF3DkLDPaGOJApKS2CyOZPscThAtbOalg7q+E1+t6p94Rjhfid9pi0oXRALjkHAHfiLGElVUNoPvC7gAFAoyZQNwqhkGlRVSCA1G9gTnoyRsxtNeDxCVQqlV4EoGbgvhcNGjg8LdRK/aspvliD+nrDTApzdfHAhWvW8BghuztsZrCi1QJ518yQE28HWQ2Fg9QWbi5DEODnAZfJLhCJRFAqlaivr0d+QT6yk24j5VgB/KeXwz288R4hTHroASxIFCEn1hmPr3oCEolEb8fW3zAB2Et8fX3hYOeKnCtV8Brdu1iBlbkCXNsjxaQJ0zFm9FijcDH3hJS0RATM79pvGbagFrFfCXBtnwSjV1QY2LKeUZ4lgpmNus8mtihlHGhUAKUEVNsU+JQSCMw17QZbplQXnDn3ogRlWbrbwvAllcYr/gZoHMC6Mh64PB74fH6vy+JyudCqB/fD3yB089xz+VqoFfqfUGHrWYuMzBSEh4frvezwYeHIzslA7HYO/KbpYqsOtscJpbpIBGknHGBt5oilCx6Am5tbu5Et7OzsMGTIEESOj0RRUREOHt6LgmsVCFlQ+mdYsR5c91oNkP6HPZZFRRuV+AOYANQLs6bPxc7dhfAY3gBuD+/bdaU8XP1JiiWLl8PPVz+DwAcjFRUVaKivh203JgyMeawcJ99zQnUhXy/rdeqbsAVVuLjTHlf3SDB8WaVBVh9RKQhSjtqjLEMAlULnNQVpFpwEhAAqhRZWUgrp0Dq4BDfCzFYDlZygMEmM3Iu2UDVyoVRoYTdEA9/J5Z2GemHoF0qBO2dtETFqtF48/yqVCjz+IHvq9xXd0MVcIYXGAALQ0U+B2JhMaLVavYfr4nA4WLzoQWRkZOBkzO/IPFeNoAdKYes+OK7pmiI+Uk84QF1niQdmzEWAf0C3HCLOzs5Yu2YT4uPjcHlvDCZsyP9zYzffiUpui2BtZd/t1XgGA0wA6gEnJycIBUI01vBgYd/9MR0qOcHVn50we9Y8kxZ/CoUCP+3ZBe8JNSDduB/y+IBzUCOKU0UDUgBaS9WY8nQxzn7ihOv7JBi+pLLT45NVc1GWIYTIUgNpQMdeOKoFru+Ror5UDIG5Ei5hDTCTKEE4FIQAhKMTgmolUJRkhTvnLZF+xhI8AYFaSSC24EMhU8FteB08R9cO6PGUemWAOceyL1ugscQe4+dP0Et5jY2NEIiZAGyL7px6Lo9CZQABKLbWQGhBUVhYCDc3N72XTwiBn58ffH19kZiYiN9/OoShs8vgGtq3K1ho1EDpbV0AeUc/RYfxPxtruLgdI0FFpjmmTJ6BkSNG9lgcczgcjB07DucvnPlzFSbS/VnAVTliBPgG98iGgQ4TgHpCKBJC1dj9my2lwM0DjvD3CkX4sOEGsGxwoNFo8NOeXTB3K4HX2B7MlqUY0GPsBCJg0oYSnPlUivNfOCJi5f1xJBtrOChKNkNxojXqKgj4Ag7kMhWmPFUKM9u2RZlaQZB42A6ycjGs3RswfFlph109Q0Y2gmqB0kwBim5ZgssDbIdUwmmovP8DM5soVAukn7ZB4Q0J1qxepZcYgECzANRLUcZFT2YBjzLMWD17vzrcTk8ziABshhCC0NBQSCQSfP/zN3AOlvXZmuuUArcOOEJdKYVILELKsWL4Ty2H27DGe16ClY0EmbE2yLtqgYhRY7By8yS9XAccDgcBAUNRnFoBn/FN57Cbt7mafAu4z/DotS0DESYA9UBdXR2qK2t7FCj0TqwVUO+EB5YtMIBlgwNKKX47vB8ykouRcyt6NFalIkcIz16OwTQ0AjOK6VuLceYzR+RcMkfAtD+Fbk6CBVJP2kAg5EIpV8M5SA7nkDok/m4FRQOnTQFYkSPAzf0OIFoBRLZyDIsq69JvRziA1FcJqe/AHDNpKlAKlKSJkH7KHtZmUqxfuwIWFhZ6K18ul4PfzphPk6eLP0tNEQ+yag5cgg0TasrBV4bbJ5Mwbep0g5TfEldXV1hb2aL0dlmfrbeee8Uc6kop1qxeDz6fj4KCAvx+7CByLpXDObQKQnMtSlNtUJbFRVBgIDZtmKX32Ijenn64mHoTQM/WHG+sg9HM+m0NE4B6IP5iLFxCZRCYdc8DVZ6pG3S/fu0jJjnbt5mLl+KQXZSEsatLevxmqqjnQGw9cD2Ad+HoJmlYON7bVV2cpLvpBc0vhoO34u6Mco2SA774z+PSqIDSDBFKkqxQlimEVkPhN7kcXmPrutVtzuhfyrMEuP2HAzhqKzww7QH4+/vrfdJXY2Mj+GK21nJvuHnQFh4jGg0WxF3iocTViho0NDTA3NzcIHW0ZEzEBMQllMNpaN8stVlTYI6IkePvTmpydXXFE49vwO3bt3EnKx01+ZUY5R+KwEWBEIlEBrFBJBJBo+zdzVGrHQTPlh5g8gKQ0t69Icvlcly5egWR66q7tV9jLQc3fpXiwSUPGTYa/ACHUoq4i7EIW1YKnrDn50JsrUFFjgDOgV1/s+3lqe8ROZfNwBdRuAT/aWdjDRfVRQTWTtr7Zt0SDkXqSWs4BTai/LYVitN5EIn5aGxQwdZFg6C5pbCSsof8YKIiR4Abe50xd85CBAcHG2y2f2VVJYRWAz/2ZF/T1Z+7qoCHunIeRq80nKecwwUs7QkqKyv7RAAGBwXj2LHDqK/gwkLPS9u1haqBd99xEUIQEBCAgIAAg9cPAAKBoFcC0G6IAmm30zB2TO+Dsw80TF4A9pbLCZfg6Cvv1nJZWg1wY68TxkREwsvLy4DWDXxKSkqgpQpYO/du8obPhDpc/9UW8tpauIbKBmzwYqWMA7GV9u5DqLGWg5v7HcDj8eA1vvi+/COWVuHqLw6ozBFBoyKwdaFwDi2F01D5oFhajnEvigYObuyTImrRMvj7+Ru0rvzCLFgFMwHYUxIP22LIKJnBrzOhheHiAbaGx+MhPHwEchNqETS7yuD1cQVaKJX6WyShJwgEAqh7Ec3KfVQ1Luw7gxHDR0AgEOjPsAEAE4BAj9/ANRoN4i/GYsTD3buQbsfYwlLgjkkTp/SoXmNCLBZDpdB14Yose36jdR8mB9VUI/WkDVJOWsPKQYsR0fpZx1af8IQUGhWBRq1bUzIz1hpcLhd2Xo2Q+t9/l7J1V2H6s4WoLeFBaKEd0BNdBhP9ERONUuDmfkcMCxlpcPEHAEWFxYiYOfBmxQ8W5LVcOAcafplJwqHQ9GHE7ohRY/D5F5cRMK2qx2HLuorQuhHV1dWGraQTJBIJ6iopNGqA2wPFI/FQwtqjHmfOxmDmjDn6N7AfMflRQ73pAiaEgMfnIul3Gyi7OAO4Ko+P4kRbLFv8kMkGem6JtbU1Ro6IQNofvV/uzmNEI6ZuKUbYwkqAo8W5zx2gkg+s35gn1EJWzcG5T91QcMUePD5F8PwSDFtS2uF+g2klEUbbZMVZgiOXYvq0WQavq76+Hkqlst3Z44zOoVpdEGhDU1fKg4ODg8HracbW1hbuHh7IvGBt8Lp4Qg2Uyv4NJi8UCmHnYI2awp5774bOKsf1W5dxOeGSHi3rf0xeAPaGqqoqyOUKqJUE5z53RENl5xM5ipItMHLEaJiZmfWBhYODSROnoOKOOaoLe/86yhdRuIXKMeHJUgjMNagpMvArbjeRVfFBtVzI6wGX8EpMfrpgUEbpZ3SPqnw+si5IEL10RZ9M+CoqKoKtC2XtqhfwhEBDlWE7yTRqoKFGC3t7e4PW05oFcxcjL8EW5ZmG69KkFKgtNO+TsY2d4enhg4qcP4+1u34fkYUWY1YX4WzsMZyPPadn6/oPJgDR8y7g8xdOwzOiDpM2lMJSqsK57Q6ozO34gipPt4C/X98Mfh0sCIVCTJs6C6nHHPQ6McNKqkJd2cAZ5VCYKELBNRvwhcCkjUXwm1xj8C4YRv+jbCS4/osUC+Yvho2NTZ/UWVCQD0vnvhlXZqzwxRo0VhlWrDeU82Bta97nUSCsrKywbMlDuL5PiuJUw8y+LbglhrLSFqNGRRik/O7gOcQHFRnWvXq+mNtqMObxQly6dhoxp070egLpQMDkBWBPT2JdXR1SklPgOaYOhACjH66E56h6XNxlh/ybbUdfpRSQN9AB8UY00BgePhxC6oiU47Z6E4E2bqpeuf31SdkdIZKOOIBSLUY/WjzgxiYyDAOlwK2DjggKCEfg0MA+qze/KAvWLka6jnMfoNXqVuOx6caSlD2h9I4Ybq79E2TYy8sLy5c9gowTHrj6sxTyOv3JgboyHlKP2WNJ1HLweP3/Eu7r6wuuyhZZcZa6QOC0Z04fsZUWYx8vxK20OBw9fnjQi0CTF4A95XLCxfti/w2dUY/Q+VW49ZsN0mKsQKluxq/u4S9BzAe6hazPnI3pR8sHJhwOBysfXo2aTCfcOa+fsSkO3gqUpos6FpR90EVWVcDH9b0OoFpg1MqSPgm/wBgYZF+ygKbGAbNmPtBndVJKUVRYAusBuCziYCH5mCV4AgrJEMPNYNVqgNyLNhg7Wj9L//UET09PPLVxK7zsJuDMx65I2O2CvGtiyKq4aKjior6Ci7oyHmpLeKgp4qOqgI/KPD4qcgQozxKg7I4QJbeFKE4VoShZhPwbYiR874xLO1wxY/psuLi49NuxtYTH4+Gh6EeRdcEOVfm963YRmmsxelUhMvKu4OBvvw7qGIH9L80HKckpNzF0Ye196W5hcphLynFptx1K0sSQVfMgFPOgbNRAZAk4Dq1B4uVEzJr5gMECXw5WxGIxVj3yBL765jPwRGp4RvRuZQ9LRzU4XIryTCEcfPrPG3L1Z0dQLTA8ugS2BvYoMAYGlOpWQcg8a4cnn1jZp16Quro6aLRqiK3Zi0ZPqCniIe+aBcY/Xm7QMZSFiWLY2znA2dnZcJV0AR6PhxnTZ2HihMlIT0/HraQruHS6CIRDwOFwwLn7V/eZcDjgcrhN6dwW2zjgcrkYNTQIYQ+G3Q3+PFCwsbHBsqXLsf/AL9BolXAO6vkMb4GYYvSjRbi8G7h40Qnjxo3Xo6V9h8kLQEppt8cAymQy1NY0tNs9YOumwuRNJbjykxTWUgqn4HJIA/6MFdhYYYbklGSMGD6i1/YbG5aWlnjskSfw9Y7t4IuL4BrS8zhmhAA+kXVIPGKNKU+V9ttKGUoZhduwBjh49288LEbfoGjg4NZBR2jr7LHm8YchkUj6tP7i4mLYOLMJID2lpogPkZW217FJO4JSIDvODnOnTzNYHd1FKBQiJCQEISEh/W2KwfD28sbiRQ/i1wN70FBRBp8JtT2+TnhCipD5pTj77WkMHz5iUDp0WBdwDyguLoa1U8exxESWFJFPFmPcmkJ4jWm4Z8yXc2gVbty63AeWDk4kEgkeXfk4Uo9KUdbLWWqeo2XQaoHc6/0361ogJlArTP5dy2iR13FQmCxC8lEJLmx3x6kPXeDtMA7rntjU57M7AZ0HUGTFPM09xdFfgcZqDhQNhns8VmQJwNGYw9fX12B1MNpGKpXi8VVrUZU6BDd+dYCmF5eKpaMajv4NOHf+jP4M7EOYAOwBRcVFsHSS9Xh/R385igtLIZP1vAxjRyqVYuni5Ug6JIWmFyudEQIMW1iN1BNWUCtaKXZK0OVV4XsBlwco6wfGZBSGflDJCdLPWuHMNnec+8QNNTeGwctiLhbNeQx/ffFlzJwxp9/W926QNYBvxiaAdEZ7Y4NFFlqYSTTIvWK4l8asODuMHzeZxYLtBwghsLS0xBOr18NSG4SL37r0agKMz8QqXLp0aVBOCGFuCXQ/DExhcQ6svHo+foDLAyztdZ5Eb2/vHpdj7Pj4+MDZyQNZ8TXwnXD/eMuuYu+lhIW9CulnLRE4s+fl9IT6ch6UjQR23mxJLmOAaoHbp22Qm2AJP39/PPzgRDg5OQ2oB7lMVge+JVsfujf4TaxD0lFr+ETWg6NnHV9XykNtkRDDlg/Tb8GMLkMpBZ/Px4NLH8aZs6cQvyMWkzbl9+hcV2QL4eHpNqDuAV3F5D2APVHtRUVFsOrl+BBpSBWu3jCuqOKGYM7M+ci6YA15fe+aaviSKmRfNoesum+9Mrdj7MDhcOA6rG+FJ0P/UArcPOgAZb4vNqzbjKVR0XB2dh5wN/56Wd090QkYbdDJKXMNbQSHA+Rd078XMCvOBqMjxg6I8CimDiEEUyZPg8TKEYVJbYdv6whKgZyLEowfM8kA1hkekxeAPaGmqqHXoTzcwhqRnpYBuZx5hjpCIpFgePgIpMf0biC9ua0W0qGNSD5q+OWPminPFqAyRwgbFyUk7mxM1mCGUiDxNzvQKneseGhVnwV07gkqlRJc/uDrjupbOo8F5z+1BqkxVr0aI9YarQYoShFh1Mj+D45sqhBC7nP8TBg/Ddlxdt2OQVueKQSXmg/anjwmALuJRqMBpRQcXu9usAIzLRz9FTgXexaUUigUCiQkJCAjI0NPlhoPkydNQ+ltC9SW9O6NOXReDcqzBffEgTKU70ajApIPO0Cj1mLonDID1cLoKzLOWUNZ4opHVqyGQDCwx3PaWEnQWNM/4w8HC1257j1GNIInAApu6c8LWF3Ih42tJSwsLPRWJqN7tOWx9/X1BVGZobqga6FrKAWyLlrg+l5HzJw+d8D1AnQV5oNG98YAarVacAjRS4iFoTPLcfm7eGTcSUVNdR3sPBWozBVg5UOr4ebm1vsKjAQOh6P7vXvp1OALKbzH1+HmIRtM2mBYUZZ6wg5alQCeo6tY4OdBTlUBH7mXbLBh3aMQCoX9bU6n2NrYo6xKBKB3cTSNmi7evy3slKgv199jsjxTBB8vf72Vx+gZrT2AhBA4ODqgsSYXtm4du3xl1VzcOiAFX+OItU9Ew87OzpCmGhSTF4DdHQPI5XKh0VBotQCnl/5TkaUWEzYUoCS9HNZOusCtN/dLUVZWxgRgCy5eioetRyOsnHo/sN1vYgNyEyxQmCiGS7Bhut+LU0UoSjKHyFoBvynVBqmD0XfcPumIWTPnwsrKqr9N6RI2NjaQZw18odq/0C5FAdD3xM6qLGtETGACsD9pqwsYAERCMdSK9h/qtcU85Fy2QXGyGBMmTMb4cZHg9FYE9DMmLwA7onWQaLlcjitXrkDiSnot/pohHMAp4M+QDSJbGSoqy/VTuBEgl8txIe4cxj5eoZfyCAFC5lXj5kEbSP3leu8DLssU4OYBe4BqMXxZid5nEDL6FkUDB9WFBCErB09wXBsbGzRUsIanDxT1fJjb6edFUa0kqCoEPDz6Z+1fxp+0JQDFIjPUyu99IDSP2cy7bIfGKgEiRo3BsqcijKYLnwlA3NsFTClFeno6zsX+gYL8MrgPkcLB3gmlZUUoLiyDnYcWQXMN131oLlGjIq3YYOUPNs5fOAdH/0ZY2OsvrIVTgAK3rTTIjLOEd4T+yi3PEuD6L44AJRj5cAnMJazrd7DDE2ohtAAuXb6IcWPHD4qxPo6OjiBUhIpsAew82eozbdLF06hWEgjN9TOjujJXAKmL/YAfQ2rstOcBFIsskJRgg8oMW1AKUC1BfSVgb++AqWMmYujQoYPe49cakxeAzQ1Bo9EgMSkR52JjoCH18JpQjpAVCpRnl6OxOg1OvmoEeyrBExh2dp1GRVBfz8buAEB9fT0SEi4icl2l3ssevqQKsV86wjWwFjzz3pUlq+Ii/bQEJWlCADrxZ2fAReQZfQeXB4x+tAiXvv8DlVXlmDtnwYB/CHA4HEyeMA3xZw/BzrOwv80ZoFBQ2rkONLNVoSxDBKehvfcClqaZw9draK/LYRiGiIgIuLq6No05161/bGlp2edLOfaEZh1DKW3zc3t0WwASQqYBOAEgi1Lq2yLdDMDrAB4C4AygBMDXlNI32inHBsDfAcwA4A2gGsBJAK9QSgta5JMC+ArASADHAaynlMqbtu0AsArAO5TSF1vs4wYgD8BUSunpjo5HpVLh1q2biLt4HiLbRvjMrICDj+LuJA9d92zfRNUvSRciPcYBj6xY2Cf1DXTOnj8F11DZPcvo6QtLBw3svBXIiLXEsCU9F9zKRoJLu5ygknFh6ajG0JllsGUhX4wKMxsNxq4pxLVfNNj9QyWWP7hywHtxwsKG4dSZkyi4JYZraM+D1hs3nbsBh86sQfwOB/hMqOvVfai+nIviJAss2Tiqx2Uw9EN7XnwzMzO9Ls3XWox1lNadbe3RfFyEkHs+d0S3BGCTGPsWOgHYUvxxARwGYAVgA4A0ABIADh0U5wzACzrRmNiU9/8B+J0QEk4pbfa7vwXgBoCXATwP4FkA/2lRjhzAFkLIx5TSnK4eC6UUp8/E4MrVy7B2USBsWWmns38MSdkdIW7tl2Llw4/BxcWl3+wYKFRXV+PmzRuYtKnKYHWEza/BuU9dUZXP79G5p1rgxl4pqIoPr/GV8J3Igj0bK3wRxaiHi3HtFy3Ox57FtKkz+tukDuFyuXh4+aP44afvUF9aAf+p1SAD23HZt3SxC9jWRQ2JhxI39ksw5rGyHo39VisJbh2UYsKEybC0tOx+AYxe0VpMaTQaqNVqqNXqDgVXe39bp3VEW2Ksrb8t/7W1rfVnfdFlAUgI4QDYDeBjACK0EIAAHoPOQ+dLKS1tSsvqqDxKaQqAqBZJ6YSQzQAuAvAHkNqUbgvgFKX0FiHkdtP3llwAYAHg3wBWdvV4SktLcKcyBiOWN8DCXgWOoP/EX0m6Tvw9vPxRNvu3idNnTsJjZB2EFoZb0UAgovAaU4+EnySY8lQp+KLude+n/WGLhnIxrN0b4NOLpeoYgwMOFwicXYHY7RcxZvQ4mJv3cuyAgXF2dsb6tU/hpz27EPd1CTwiKuEcJGdBopvp4s8wMroCp//nhPhv7TFiWSVEll2/J8mqubixTwp3+xCMHxfZQ0MHL10VVt3J21EZ7dFSRGm1WiiVSnC53C6JsZbprfO2/DsY6Y4H8DXoLpn/g85r15KlAC4BeIoQshqABsApAH+llHZnSmtznIXqFmn/AnCYELITOs/izFb7UAAvADhDCPmAUprQlYrEtkqELy6DRt5/XTlKGUHqCXtUZVlheXQ0mx3WRFVVFdJup2Ly0zUGr2vIiEaUZHBwfb8tRi2v7FJ8R6oFMuMtUHDDCnxzBcIWleklLiRj4GNmo4FLaAPOnIvB3DkL+tucTjE3N8fqx9YiLS0NCdfikHy0AC7BjfAaX23Sk5QIKLrqBuQJgClbinF5lz1O/c8RoXNr4Das4251jRpIOylB4U0LjBkzDpMnTTW4UOiOqOpNWneEVzMdCai20jryiHX0tytoNBpwOByYmel/mb/BRpcEICFkKnRdu8Mppdo2fmwf6LpztQCWAzAD8D6AQ4SQ8bQLLaVpDOH/AdhHKb07DZZSep0Q4gFdF3FJW2VRSs8RQg4AeBfAlK4c05+TOUiT2X0HpUBhkgipxxwQHBSGFRtnD4oAs33FjZvX4BzS0G2PXE8ZvbIcMR86IfeqGYaMlHWYt66Mh1sHHaGsFYISJUY9XGLwiUGMgYXvxCqc/eQGxo+dOKCXhGuGw+EgMDAQgYGBqK2tRcKVS4j78iIcfOXwnlgJSwf9zYQ3Jlo+abgcgrGPVaAgUYSkI7agGi7chsma8jQ9D5uWltNqgYTdzpCYD8H6dQsgFouhVCrbFFXtfW5ve1foitBqL19bnq/ulDkYGGz2GpJOBSAhxB7ALgBrWgqzVnChuwoeopRWNu23GsA1ABHQeQc7qkMIYG+TPU+23k4p1QDoLDbKXwEkEUIWArjaSV5QLQfqRhG0cgEITwOq4TZdx00X2z1tRDddjLT43Kq0Fmn0fm8Q+fMCbqzhIvl3e6iqbfBw9DK4ubmxBtkCSiluJl5D4MK6PquTJwBGLq/ApV32cPRVQGx9v2dEqwHuxFohK84KBAROQbUYOqsSfCETf6aG0EILj1G1OHXmBBYverC/zekWVlZWmDZ1BsaPm4BLl+MRv+MCXMLqMHRW17zfrblPm7RcX7fVWrv3iCWg6VZ7/3fa1va7ieTuZ9rBtpbfaRvbNAoBCFcLDq8L4pf8WZuTD8Bb0IDEI3YQmnMgcVfezdNseXmWAAIqQdTCZXdnjLc3ML8jsdVeGqP3dFdUGytd8QCGAHCBzpvXnMYBQAghaujG/xUCEDSLvyaSmv4OQQcCsMnztx+AFMA0SmmPRv1TSm8TQj4H8F8AD3S6A6Hg8FWgag4IVwPCa3rot7jp0Jbfacsb2L03kzZvRK2+Uy2Qf8sMORetET5sBEbNiwCHw0F9fX1PDrftQ2p1k2jrptHVtO6md7eM9vKUlJRApZbD2kkDqulkxDXpwkXcQR5K/3yA2Xmo4OjXiLQYS4Qvrr4nT1mGEKnH7UFVAvCESgyLKmXx1QYAXb6H07bbINUSUC3pMM/99ejyeY5uwPnP0lFcXNzhUlDtPWi6k97Rw6or+dvLMzx8JIICQ3Dg0F6kHhHDZ2J1z4cytHwBbvX9z+30vvykre1tvXyTPz//WUTrl/FWL98tr/0WnwkBOHwVCEcLjqD73k+nYKChTo2r+ywR+aTsPg9qSaoNhoWOhFgs7nbZDMPTXhxAU6QrAvAygNBWaZsAzAcwF7pwK4EAxhFCrCmlzQO3Apr+ZrdXMCHEArrZw5bQib/eLvfwJoBHAazrLCMhFByeBpSnE38cvuG6QerKeEg86AgRR4pVjy6Dvb293sru6s2+u3l6WmZ3H3it8yQm3YLzUAWoSgDNfUK6Na29B62z3r/9nvq0HGgVAoDqhObQyWpc/M4e5bcBa2cV6st5yLpgi4YKPjQqDVxCGzEkohZcHh+quq4tGs7oJ1qLiDaSNXIhODwt2mwc7ezfDJcLeI6px+kzJ7Bo4bK2TejBC1RXXuI6K6OjtNbfLSwssPLhVdi56yukn5cj6IEKExrP2vMD9RnbgIYyHuJ22GP84+V3A9VTCpTd4cN/WkAnJTAY/U+nApBS2gBdmJa7EEJKASgppYlN3z8BsBnATkLI36AbA/gRgFgACU15RgPYCeAxSuklQoglgGPQhYuJAsAnhDg1VVFDKe128CpKaRkh5G3oJqx0bR+Qlp0Oeqe2lIdL3zpj2pRZGDUqQu+u/K4+MAYDlFIkp9zEsOUV4JkZflwS1XCg4avBM9M1Nb4l4DVBgyv7reHkz0NJmhigajj4yRAwvcIg8QgZ/QelBDzzjsd8doTnWDlOvpcNSumgHlAuEonw2CNPYOeur5H8O0xDBLbuLe4BYQtqQClw/gt7hC2qhkuQHLUlPAgEwkExNtRUGczPSH2jl8hQlNIiANOgm8V7Cbou3SQAi1pM2jCDzivYfKccCWBcU1oKgKIW/5b3wpwPAHQ681ijvqcvwSA01nKQsNsJD8xZgIiI0azhdUJBQQHAU8JK2n+D0r3GNMLeS4GCRD4s7DUY/WgJhi8tZeKPcR9cPiAyJ2hsHPyBlnUicA1k+S7Iumgc65x2ih7e+4ctrEHQ7BrcPGiDa3slSD8lwYjho3tfMIPRB/RoKbim1T3eaJV2DcDUDvY5jZYjQ1p976Edq9tIkwPoNJ5KYxUfGpUeXgPbQSUnSPjeGWMjJiEsdJhhKjEybqenwnFobZ95H9rrlR6xrAp1pTxYOqqN3xPC6BV8ESCX936ZsIGASCRC9LIV2P7lp7D3lsPK0ZhnB3c9DExneIxohKO/Aqf/5wi1goPVS8bppVwGw9CYbGx4Pk+IO7HNYQf1qwK1GuDqz07wdQ/DhMhJei3bmCkoyoGNa98su/cn9597QgArKRN/pkBvx4LzRdRoBCAASCQSzJwxBzf3SaExZv2nx2tbrSC4/YcdLMwtsXr1ahbSizFoMFkBSAiBwEwFgOj1QU8pcPOgA2wE3pj7wELW7dsNiotKYe3M1tFlDB54Io1RCUAAGDF8BOxthiD9tG1/m2IwWk9K7ilV+Xyc/9wVtmQ4Nq7fgiFDhvS+UAajjzBZASiXy+Hor9B7F/DtGBtoKpzx4NKH78aAYnROXV0dNBo1RFZsrB1j8MATGp8AJIQgasEyFN6wRkVO/62UZFh6d+PXaoHbp61x9UcXPDBzKaIWLoVAYKy/FcNYMVmFwhdr9T6wPyfBHGXJjlj58Grw+SxMSHcoKiqCjXMbQbQNCvPOMnoHT6Q0OgEI6JaQW7hgCW7ud4RKboTXyb3BCrtFQxUXF79xgTLPHxvXP42gwCC9msboG1gswB5OAjEGhJbN4o8AhEKtJKgu5KM6XwCVjAeq4ejixGk4uoCxoHAKrIGjv+I+kaJWEmRfskDuRTs88fjjA36R+IFIUVEhLJ31FxSbwegL6orNYDXcqvOMg5AA/wCkpgUj+agCw6LK+tsc/dPN5z+lQP4NM6SdsMOkidMwdsw4NsRnkMLOmw6TFYAAkHddjLo8W1QV2KGuksJBagt3V09YWdqCy+WCy+WCw+GAy+VCpVYh4Uwcbv9RA6/ICriENEKrJsi+bIHseBt4DvHE46vmQCKR9PdhDUrKKoshdmfj/xiDh5oiPmQVIgQFGa8H6IHZ8/Hp55koSq6Dc5DxeTq7ikpBkHjQAfJyO6x+7GFIpdL+NonRSyilJi8ETVYA1pfyocgYBS9nT0wd7gknJyfweB3/HKNGjkJmZibOxv6B2zGl0KoBbx8frFk1Aw4ODn1kuXHi7emPK7dTMGRUzwPzMhjdopf3/qw4W4wdEwkul6sfewYgAoEASxc/hN0/7oCtewFEltr+NklP0D+X8OwCKUftYc0Jxuq1yzp9TjAGPqYu/Jox2ZZsb++A5cseQX19PczNzbu8Zq2Pjw98fHxQVFQEgUDQ4TqgjK4TFBiEo8cOQyUn4Iv6cGwGuw8wekBjDRdlGSKsnDuqv00xOG5ubogYNRa3DpzDqJXFxhEeqRvHUJ4lQFWWJVZsXMzEnxHBxgCa8CSQ5gu5p43A2dmZiT89IhKJ4O3jiYTdLkg7ZYXSDKFxDj5nDCxoz9pYVrw1hocPh0gk0rNBA5PJE6eCyB2Rc9mIVgnpwq1fowKSfnPEvLlRLL6fEcE8gDrY6wxjwLBk0XJkZ2cjNy8HOeczcLWwHBa2BDbuMti4y2DroYSZjcY4PBCMAUDPXv4UDRwU3DDHwvWRerZn4MLlcrFs8UP48uvPYO2igK3bYB+v27VznxlnDTdnbwT4BxjYHkZfwzyATAAyBhACgQD+/v7w9/cHMBMajQbFxcXIy8tD9u10pP9RAI1WDTsPNdxGVsLBp5erhrDrn9FNZNVcJOx2xuiIMbC2tu5vc/oUOzs7LJi3CId/OgRLJyWcgqsgDZBDIB58FxLpYhiYykxLzJ441uD2MPoWQggTgGACEABzBw9UuFwuXF1d4erqirFjx4JSipqaGmRnZ+P4r0cQNK8EzoGmOzOR0Tu6e9XXFPGR8IMUkyJnYOwY01zvNSgoBH5+AUhNTUViyjWcPpoLt2EN8J1cBYFZxw9USoHGai7EA8WL38nzn1KgphhwcnLqG3sYjD6GCUDGoIEQAhsbG4SHh0MqleK73d+ALy6Cvaeyv01jGDmlGULc/NURC+cvRWBgYH+b06/w+XyEhoYiNDQUDQ0NOHX6BM5+nAjviVXwjKgHp41J0So5wfW9TqjO54Mr1GLc44UQWw/sGcVUC6iUWpiZmfW3KQw9w5w+Okx2EghjcOPs7Ax/f380lPfmHYbdBBidk3vNDIkHnLHioVUmL/5aY25ujvnzorBm9XrIM0Nw7hM3FKeK0LJ3TVHPwcVvXeBmOxwv/uVlhIeOwe0/7PvPaAAgFJ1d/xwuwBdy0NjY2Dc2MfoU1gXMPICMQYpCocCdO3cwbETvBqMTNhDQdOng+U8p0FDBRW6CFSpu22HN6jVs1n8HODg44NEVj+POnTv4/fghZMfVwsqpEeBqUZRoiYgR4zBl8jQQQjB54hR8+vktXP+Vws6zHiIrLSgFNCoCjYoAFLDzUkBsZVgPYVee/yJzgoaGBuYFNDKYB1AHE4CMQQelFEeOHoTEu84IZiMyBgpKGUHyUQfU5Ashq9VCbC5A4NBgLF4zFRYWRhT+xID4+Phg0/otSElJQW1tLdRqNaZGe8HNze1uHoFAgA3rNuPSpYsoyS5EYV01OBwO+Hw+BHwhtFotzh/LgbWTGsOXF4EvNNRLWuciQGhBUV9fzwL9GyHMA8gEIGMQcvFSHHKKUjDu8fL+NoVhJKgUBBe+dEVwwAhErRwLKysr8Pn8/jZrUMLhcBAcHNxhHqFQiIkTJ7W7XaPR4LfD+3HrgAbDHyzR/6QRQrsUBYBwdLYwjAtCCLTagT0GtS9gYwAZg4qGhgYcO3oCIfNLwTOYZ4BhGtC7gaBzLlvAw9UXc2bPg52dHRN//QyXy8W8uYugrZUiM9aq3+yoLyewt+/n8YoMhoFgApAxqBCJROBwCLRqNoaDoT9yL9tgYuTU/jaD0QIej4eHHnwEORclKMsU6LXsrngUGyq5UCthcvEeTQEWB1AHE4CMQQWXy4V/oDfkdW3EmmAweoBKQaBspJBKpf1tCqMV1tbWWLbkIdzYJ4Wioe8eV5QCaSfsERk5gU0YYBgtbAwgY9DB5XKhZcNyGHqisYYLS2sz9qAfoLi4uIBqdHH5DI1WA5RnCZF9QQIit8e4Jaaz3J8pwTyAOpgAZAw6ampq4MjX08XLnvkmj1ZNwOczj/JA5fqN67D3VkJkaTgFqJITpP0hQVGyGBKJLUYNG4ORI0aCw2GdZAzjxaQFIHsDGJyoNSqIrO51AcrrOOAJKXgCdk4ZXYSJ/wEPpRSXLsciYF6VweqoK+Ph6o9O8PMOxaK1U2BjY2OwuhgDA+YB1GHSApAx+KCUorKsBiE2OgGo1QC3DjiiJF0IwgHcR9TBc3StQb0FDONCUc+BmZl5f5vBaIPs7GxoSAMkQwyz3GNxqgiJhxwwa+Y8DA8fbpA6GIyBChOAjEGHhaU5Ms/bwDm0Dumn7WDN98ELzz2Muro6XIg/h3Of3ELw/DK4BMs7Loje/Y9hwjTWcGFjLelvMxitUKlU+P34IXiOr9B/HEAAdSV8JP1mj0dWrIKrq6v+K2AMWJgHUIfJD3BgA78HF4QQPLlmAyyUI5B6yBu+TuOwfNlK8Pl8SCQSzJ+7CKtXPYnkI46oyNFv6AiGsUFBKdBYzYetDVvpYSBBKcWBQ3shdCiF2zDDrMVbmSdAWGg4E38mCHvu6zBpDyB7AxiciMViLF70YLvbnZycsHTJcuzd8yPGri6EhT2bMsxoH0WNGDZSm/42g9GC+ItxKCi7jXFryg3i/QOAhjIzBA516zwjwyhhz3/mAWQYKb4+vpg1/QEk7HaGor69Zs7eAhk6DyAb+D9wyM7OxtnzMRgRXQyuvmb7t4GlcwPSM1MMVj5j4MI8gDpMXgCyhmC8DB8+EsOHjcOVH5ygVrLzzLifujI+ZNVcODk59bcpDACNjY3Ys/cHDFtcCjNbw3rupQFy3E5Nh0KhMGg9DMZAxaQFIHMBGz9TJ0+Hq0Mgru917JNAsozBRc4lG4wZPQ4CARsvOhC4evUK7Hwa4OBjeFEmEGth56lCUlKSwetiMAYiJi0AGcYPIQSLFiyFUO2B5KN2YJqf0YxCxkFJmggRo0b3tykMNMX8S4iDR0R1n9XpMqwaV67H91l9DMZAwuQFIOsCNn64XC4eevAR1OU4IivO8m46BdgwQBMm/5o5/Px9YGZm1t+mMABkZGSAK5bDxkXVNxUSwNFPjsrKSlRUVPRNnQzGAMKkBSDrAjYdRCIRHl25BrkXHVCYJOpvcxj9TFmmACXJ1pg2eVZ/m8JoIv7yObhHGCbmX9tQcDgEzkENuHHzWl9VymAMGExaADJMCysrK6x8eBWSjziiMpeN+TJVqvL5uLlPirlzFsLCwqK/zWEAqKqqQkF+AVxDOgnerkcIgOpCPoqSzeHiwsLBMEwPk44DCLAuYFOjOUbgLz/+iPDFlZB49FF3E6PfUDRwUJUnQFWuCJXZFpDXcLFw4RJ4eHj0t2mMJk7GHINzcAMIp+96ZaqLebj+qz0WLViKoQFD+6xexsCBUmrSGsCkBSDrAjZNfH18MXXKTKQk/w6JBxv7Y0xQCjRUclGZK0B1rgWq8kRQ1AMu7k7wcvfDxNmecHd3B4fDQWOjYVaYYHSfosIiVFWKkXNVDIkzB9LgariFN0AgNsw9ujxLgKTfHBC1aBEC/AMMUgdjYGPKwq8ZkxaADNNliMcQxF0SslnBLaAUKE4VIfuCPYTmWtgMqYGdpwJWUjXIAB8sUl/Oxe0YB1Tm8MDnC+Du4Y4Qdz94jPWAg4MDOJwBfgAmzpannwUAaDQaZGdn4/rNBJz5KB2eY2rgObYOfKH+LtTybAGu/+KEqIWL4Ovjq7dyGYMP5gFkMEwQqVQKAgHqinmw9VT2tzn9jkYNXNrpAo7KBtMnzYJGo0FmdjoSr2aioV4GO49mQaiEtZNqQAnC0nQhbu53xKQJ0xA8JwRWVlb9bRKjh3C5XPj4+MDHxweVlZU4deYEzmxLh9e4agwZXQ+eoPdCMPOMA+Y9sAju7u56sJgxWCGEmHwvoMkLQFNW/6YMIQShweHIT6yBraesv83pd7LirGBr5okVyx+7e02EhIQAAOrr65GTk4Os7HQkX89EfW1DkyCs1XkInVXoLwdbQyUXN351xIqHHmNj+owMiUSCpYuXo6ysDDFnjuPMR1nwiqzCkFH14PbiySW0VCG/IBdeXl4mLwAYpo1JC0B28Zs2oSFhuLLzIobOQa8eKIOdhiousuKssX7twjZfiCwsLBAcHIzg4GBd/oaGJkGYgZSDGaitaYCduxYeYyrg6Nu3y2plnLHD2DHjmfgzYhwcHLB82UoUFxcj5vQxnLmQB//pFXAb1rMXt6Gzy3FpZwI4HA6mTZ2hZ2sZgwXmATRxAcgwbaysrODg6IDS2yVwDuq78BMDCY0auL7HCVMmT4etrW2X9jE3N0dQUBCCgoIAADKZDBkZGYj5/Thy7eoQsqAUIkvDr7tXV8ZDeYYYK7dEGrwuRv/j5OSEFQ+tQkFBAfbt/xmyymL4T63udjlCcy3GrCpC7OfXMWL4KNjb2+vfWMaAh/X+sTiADBPHzzsQFXdMJxYcpUBlrgApJ2xwbY8zYj93g9TWB2NGj+1xmWZmZggLC8Pmjc/Az3ki4r92QUMlV49Wt01ljgD+Af4QCoU92p89AAYnrq6uWLN6HQqu2fY4nqfATAsHHzlSUpL1bB1jMME8gCYOewiYNkOGeOLiFXF/m2FwNGqgKEmMnIt20CrECA8bBftAe9iMs4Gzs7NergMej4dpU2fAysoaMTuOYtzjRTCz1ejB+raR13PhbCkxWPmMgYu5uTmmTZ2FS+cOQrKyqEdlSIfWI+nMdUycOEnP1jEYgwOTFoCmrv4ZuvFFagUHsmouzGwMJ1b6k5LbQiQecoCjoxPmTJkMPz8/g774jBoZAYVCjuv7YzBmVaHBZgyr6oWwkFp2npFhlISFhuGPmGOoLeXBylHd7f1t3ZRIaqhDVlYWvLy8DGAhYyBjjGMAKaV3j6nl5/bo9q2ZEDKNEKIhhGS0SFtNCKFt/PPspKwhhJAfCCHFhBAZIeQPQkhoqzxSQshvhJAiQsi3hBBRi207mur5v1b7uDWlT+nu8TFMC0II/P39UZRkfF5AjRpIPipB6hE3PPTgKqx+dC38/f37xOs9bmwkRMQJmXH6FWjlWQKc+n/uOP5fN+RcFUAi6Z0H0NgeAKYEj8fD6IhxyDrfszZAOEDgnAr8emAP6uvr9Wwdg/GnCNNqtdBoNNBoNFCr1VCr1VCpVFCpVFAqlVAqlVAoFJDL5ZDL5WhsbERjYyNkMhlkMhkaGhpQX1+P+vp61NXVtfuvvr4eMpkMjY2NkMvlUCqVUKnaX+2qWx5AQogUwLcATgBoHUFTA6D1goplHZRl1lROJoAHAMgBvADgFCEkiFJa2pT1LQA3ALwM4HkAzwL4T4ui5AC2EEI+ppTmdOd4muzo7i4MI6E5CGj4sFHYfyQV3uPr+3AhesNSX8HF9V+c4GjrhY3rl0Es7luBy+FwsDRqOT7/4mM4+DbCSvqnh0bb5Gjl9GCYYFGiFUYOi8SYMWMgEAjA45l0J4bJM3bMOFz+OB5V+XzYunV3WUcKB28F6kZU4ONPPkRQUDCcndwglUrh4uICLtfw41gZfUNLr1jz32ZRxuFw2tze/LflS2JrD1vLv+3RrDFa/m2pO1p+53A47W5r/VkfdPnuSQjhANgN4GMAItwvAEEpLe5G3eMB+AGY1LwfIWQdgCgAmwC80ZTPFsApSuktQsjtpu8tuQDAAsC/AazsRv0mHwWcoWPIkCEwF9kh71oFPEYM/piA+TfMkHrcDtOmzsKokRH91sZtbGwwbcpMnPv5KHwmVUKjJii4KkF1MQVPQOA0VAGXsBrYDVF2uZu4tkgM3wd8YWZmZljjGYMCoVCImTPm4MzvBzH+yYIevMAR+E6qhnNIHUpuVyCxwAyxCSJwteZYErUcLi4uhjDb5OhIYHXnb+u0roqwZlqKqGbPWPMqQe0JtbbSW5c1WHVEd16fXwNAAfwfgNfb2M4lhGQBEAK4BeBNSumFDspr7sq9G3+DUqohhCgBtByV+y8AhwkhOwGkAZjZqhwKnefwDCHkA0ppQjeOicEAIQQL5i7Gt999CWsXJayduj+eaCCgVhAkHrGHrNAOqx9bAalU2t8mYdSoCAiFIiSmXAWfL8CsSSPh6+sLmUyGW4k3ceN4Am7K6uASUgeXsPp7PIVtQbVgy7ox7iEsdBguXb6AvGtV3XuBI7qHBwCYSzTwHtsAoAGUArlXzbB3/094asPWQdfeuiOiupu/s7I6oiMh1V6etjxiXS2rM5RKJbRaLUQiUeeZjZQuCUBCyFQAGwAMp5Rq2/iR0wA8BuAmdN64tQDOEkLGU0ovtVNsPIBqAO8RQp4FoADwFwBOAGqaM1FKrxNCPAA4ACihbbQ2Suk5QsgBAO8CmNKVY2pxbN3JzjBSnJycMH9eFI58/yvGrikaVBNCKAUqcgRIPOQIX88gzF23EHw+v7/NAqC7vsLCwhAWFnZPuqWlJcaPi8T4cZEoLS3FjZvXcPX769BSFQgBNBpAq6GwdgTs/ath7aJE/jUbaORCODg49NPRMAYihBDMeyAKu374Gq6hjeDyuzGus42shAAeI2QovF6HpOQkhASH/Jm9A1HU+nNneXqTtzO6Iq7aSmvPq6VP4TVQGIw265tOBSAhxB7ALgBr2uvipZTGAYhrkRRLCPEC8FcAS9vZp5wQsgTAZ9AJQS2AowCOAPBqlVcDoLPu5b8CSCKELARwtZO80Gq1aGxsBI/Hg1qtbrOxt/7c3e/d3ZfRvwQHhaC2tgbxu2Mwdk0BBOK+myCg1QAFN8UoTpSgvoIDsSUgtFJDaKmA0EoBkZUGYistRFYaiCw14HCB2lIeCm+ZozjRCnyeGLOnzUJIcGjnlQ0wHB0dMXPGbMyYPgvV1dXgcDjgcrkghKCgoACpt5OQk1YAX6+hiJw3EQJBz2K/MQxHV0RQV/J2tL2jcmxtbeHhNgS5lxvgHt7YQtjp3Hy0xedmNErdS5JW2fbYQe+xMpw7fxpDPIa0OW6r5d/WnzvK01Nx1lYdjN5h6pPAuuIBDAHgAuBQi8bHAUAIIWoAj1FKv29jv0sA5nRUMKX0FIAAQogtAA6ltIIQcgnAna4eQIuybhNCPgfwX+gmlXQIIQQ8Hg9cLvfuQPLOxhm03taT74ZocF0Rll1N00fejtK7sr2n27qyvbN848ZGoqamGld/1CLi0cI+WSKuMleApMOOsDF3wsSR4+Hs7Iz6+nrU1tbq/tVVobqgEsV1NairbYCsTgGegEAgECA0JAzTlw+HVCod9A8HQsh9q5H4+/vD39+/S/t35dpqfS1qtVpotdo2t3e3jp7u25kI6mndnd2XOiuzJ/Tmhbiz/C27Ytsqa9zYSfhlfy48Iqr/XJuatDi+Fp8JAThKPkAJuEJlm8fiGNSAK7+aQSQSsZcOhlHSlcfbZQCt3QqbAMwHMBdAXjv7DQfQpQidlNIqACCEBAAYCeDJruzXBm8CeBTAus4yNgtAHo83YLrLukNPbu6GeqgY4qHYm21dzaNQKMDhcO47/+PHTUTd8Rok/crD0NkVBpsZrGrkIDPOGtW55pg8YSp8fHzuPthsbW3bXZqNUgq5XA6RSHQ3Pwtj0T7tCWOlUglCyH09AF3dv7fbO0rvTm9BT14Au/OSN1gYMmQIzMSWqMrnwd6rbVHXEgLd8In2kNdxIBTxmPgzUggxvjiA3aVTAUgpbQCQ2DKNEFIKQEkpTWz6/ncAFwGk488xgNMALGixz2gAO6HzGF5qSlvdtE8RdILx/wE425Sv21BKywghb0M3YaVLDNabHutO7j18Ph9cLrfNF4DFUdH4dtdXyIirR9DsSr3VSSlQXchHXoINilOEGDYsHA+tm9Xt5cysrKz0ZpOpolAoAKDHS8kxBh7BgcOQnVoMe6+KLuSm0MnAtpFV8WBjy64zY4U9M/W3Eog1dGP5nADUQTcLeAalNKZFHjMAAU1/m/GFLnyLPXQi8HvoZg/3ZgT+BwA2AnDvLKOpq39G+/B4PKxY/hi+/OYzJB+l8J9WDZ6g5+1FrSQouCVG/hUJNI0ijBo5BtFPj4S5ubkerWYwTBs/X39c3X8OQBcEILn7X5uUZ5jB1cVDX6YxBiCmrgF6JAAppW/gzzh9oJQ+B+C5TvY5jVZXG6X0VQCv9sSGpv1Xt5EmB8CuWkavEYvFWLNqHX4/fghnP85A4OwyOAXKu9UlXFvCQ26CNQoTxRji6YG50yLv6eplMBj6w9LSEorujIZo5/mvbCTIvWKJDevYOsHGCrsHm/hawABrBKZMV97+zM3NsWzxQ8jOzsZvR35F2skG2LqqYOlSBxtXFQTmGlAtAdXqYtQp6rmoLeGjvsQCtcV8aBQ8jBwRgcUbI1i3LYNhYMzMzKCQa0C16NUa1NkXrRAQEAAbGxu92cYYeDAPoAlj6ief0XU8PT3x1MZnUF5ejoKCAuQXZONOYi7kcgU4HHI3YKmZmRmcpe4I8HGBU6QTHB0dB10gWQZjsEIIAZfLgVpJwBd1dn+noG10AasUBDmXrbDuiemGMZIxIGCTQExcADIY3YEQAgcHBzg4OCA8PLy/zWEwGK2orq6GQNQV8Yd2h//lXLKEr48vJBKJfo1jMAYYzDXBYDBMEjb8w/jIz8+HjWs3lnJspRPVSoLsi9aYPJF5/4wddv0zAcgaAYPBYBgJKbdvwc6npvOMANqaAZJxxgZenl5suUGGSUBMtQ+cEJLQ3zYwGAwGg8FgGJhySul9K7OZrABkMBgMBoPBMFVMvguYwWAwGAwGw9RgApDBYDAYDAbDxGACkMFgMBgMBsPEYAKQwWAwGAwGw8QwSgFICLEjhHxKCCkkhMgJIRmEkPUttnMIIduatp8ihHi32LaaEELb+RfeLwfE6DKEkOx2zl1S03Z27o2YpvP7etM1LyeE5DWdb/NWeVgbMFIIIeaEkLcJIZlNbeAWIWRpi+3s/BsRhJBJhJADhJCcpvP0Rht5RhNCLjS1h0JCyL8IIdxWef7WdL9IIISMbJE+pYM2EWX4IzQcRrcSCCHEAsA5AAUAHgaQA8AZAL9FtocA+AB4AMAkAJ8CmN1iuwaAWxvFlxvAZIZ+iQDQ8sI2B3ALwI9N39m5N26eA/AXAKsBXAHgD+BrAGIAa5vysDZg3HwOYByAdQCyAMwF8CMh5AFK6Umw829sWABIBvA9gPdabySEuAE4AWAvdPcAP+juCQDwt6Y84wFEAVgMXdv4FkBIq6JGAChqlValjwPoL4xOAEJ38zcDsIBSKm9Ky26VxxY6YZgIXeN5tHUhlNJiA9rIMBCU0rKW3wkha6ET/181JbFzb9xMAHCcUrq36Xs2IWQ3dCKgGdYGjBRCiAjAcgCPNok9APiIEDIDwKsAToKdf6OCUnoEwBEAIIT8q40sGwHUAXiSUqoFkEQIcQXwX0LIvyilMujaRBF0zoIa6BwHrSkztnZhjF3AS6HzAL5DCCkihKQRQt5r2QUEYCeA4QDkAA4A+Gs/2MnoG9YDOEQpLWz6zs69cXMeQCQhJAwACCFeAOYDONwiD2sDxgsfOseGvFV6I4BxhBA+2Pk3NZpfCrUt0o5CJ/JGNH0/Bt3SMA0ArgF4uU8t7CeM0QPoA8AXwC8AFkDX/fsRdC795QBAKa2D7mYgBVBJKVW1KoNLCKlvlSanlNob1HKGXiGEjAIwEk1ufoCdexPgPei6e68SQih097iv0eKGztqA8UIprSOEnAfwCiHkOoBc6Lp3FwEQALBr8uKw8286OAOIbZVW3GIbKKVqAIsIIQ4A6lr0HrYkreme0hJvSmmpXq3tQ4xRAHIAVAB4vPnCbhrs+Ssh5OmWJ4tSWtJOGRoA4a3StG3kYwxs1kM3Buh46w3s3BstiwFsALAGujd5fwDvA/gvgBdbZmRtwGh5BLohH5nQnbc0AF8C2IwW55Gdf5OGtvqr+9JqCFErZuNP4dhMhT6N6muMbik4Qkg2gGxK6ZQWaX4AbgMYTSm93Mn+qwF8SSkdtOL4ypUrVkKhcAOXyx0K4+zm7xSFQsE/duxYtIeHx83w8PBbXdknNTXVNzU1dXxUVNROQ9vHMAyHDx9e5ubmljps2LDE5rT09HSvpKSkiXPnzv1eIBCoO9qftQHjQaVSceVyucDS0rLx8uXLI4uKigIWLFjwPSGk3X3Y+R/c/P7770ukUmnmiBEjrjen/fHHH3PEYnHd+PHj73oBq6qqLE+fPr1k9OjRv7u6uhZrNJpUhULx2ciRI2tbl0kImQLgFAB3Sml+HxxGnzFoRU4HnAMwlRDCa3LrAkBA09/s/jGpbxEKhRukUqmfnZ1dHofDMS6F30UOHz4coVAoONOnT49xdHRs6Mo+eXl5NkqlEoGBgdkGNo9hIPbt28cRiUSVLc9hcXGxuVKphK+vb465uXnr7r57YG3A+FAqldyDBw8usre3Tw4KCsruKC87/4ObQ4cOqQUCQXXL83fjxo30rKysYQEBATnNz8PffvstQqPRqMaNG3dNLBarKyoq/EpKSjYA+L/+sr0/MEYB+C6AaACfEELeB+AEXRfQ9524d++BEOLURnIVpVShHzMNB5fLHWrK4g8AUlNTRzo5OaV2Vfy1pLS01KJ1mrW1daNQKNToxzqGoXBxcUlNTk4eL5FIKr28vIoLCwvtLl++PN3e3v5OZ+KvJawNDF4uXrzordFouG5ubuVlZWVWsbGxU7VaLW/u3Ll/dLUMdv4HD/X19YK8vDwJAGi1Wq5MJrNISUlxEovFSk9Pz8pJkyZdzsjIGL1jx46FEydOvFBcXCy5cePGNF9f30vN9wQ7O7vC8vLyoZ1U5UAIad2DUNs0i3hQYnQCkFJ6gxAyF8DbAK5D12e/F8Dr3SiGi/vj/QC68UX7e2liX8AxZfF38+ZNt7q6OumkSZOOdXdfSin55JNPnm+dPn369J8mTpyYqh8LGYYiOjr69wMHDjTGxcXNPn36tKVAIGhwdnZOX7BgQZcf/qwNDG7kcrnw4sWLM+RyuTWXy1U6OjreWbJkya/Ozs51Xdmfnf/BRVpamsuhQ4dWNX/PysoamZWVNVIikeRs2bJlh4uLS+3ChQu/i4mJmf3DDz+s5/P5jd7e3gnR0dExzfs0PS87Gy51tY20ZwH8P70cSD9gdGMAGUBKSsqO/u7CmDhx4qJr1675W1hYNBQXF3/SWf7t27d7rl+/ftUzzzxz8IMPPrgGAPv27XNaunTp+lWrVp3YsWPHhWXLlk2dMmVKzubNmzPbK+ftt98OSEpKcvjuu+/O9/YY/Pz8Vv/zn/88vnz58sLOcxuOuLg4m8WLF6/oyu9oCAbK79BbqqurecOGDXtcpVJxtVotZ+LEicl79uw53dE+5eXl/Pnz5y/IycmRUkqJmZmZPC4ubpdUKlV6eXk9kZWV9VVH+7dHy3aalpZmNmvWrBVqtZr7j3/84/cPPvhg4pEjR/Z6eHi0NROx2+Tm5orefvvt0E8++eS+8c+sbekPiUTyjFAoVHA4HMrhcLR5eXnb28tbWlrK9/T0fDYtLe1Dd3f3u71K4eHhDy1atOjWm2++mdQ3Vvc90dHRU8zMzJQ7duy40Nd1d9TeU1JSPAMDA1f3tU39idF5ABn38993/v2CXKZqK7BljxCZ8Rv++pdX3u0oz6pVq65v3br10ubNmxd3tVxnZ+fSo0ePhjQLwB07doS4uLjcnan3yy+/nOqsjJdeeikNull//YpSqSQCgWDQvV3J5XKOSCTqkxmP77z91gsyhVZv7dJMyGn4y0uvtdsurays1JcuXfpWKpUqZTIZJzAwcM2uXbsyHnnkkXYHdj/zzDNjJBJJQ3x8/KcAcPLkSTuxWKwBgJ6KP+Dedrpr1y5vNze38tjY2P0A8MQTT+zuabltUVBQINq3b19EWwKwL+nLtvWft956QanVX9sScDgNL7/Wfttq5uzZs9/6+fl12iXo6OioCgkJubNt27ah77zzzg0AyMvLE6anp3s8/fTTezvbX6vVQqvVEh6PN2DuMX15frvKQLRpIMEEoAkgl6nM5/9dfy/Yv73p0umN9cknn8yJi4uz6U65dnZ2NY2NjcKkpCTzwMDAhoSEBN+IiIj05u2RkZFRs2fPvv36668nSySSZ6ZPn349Li4uQKPRcHbu3Lln5syZ5S+88EL4jRs3XE6cOHEkMjIySigUqvLz8+0rKips3n777f07d+4Mv337tpuvr29B8wN32rRp89LT011VKhWvK16hTz75xOtf//rXLK1Wy/H19S08fPjwb1ZWVhqJRPLMzJkzr12+fNln5cqVl9566627M1EjIyOjzM3NFenp6S61tbUWW7duPfH6668na7VaLFy4cGZCQoIfIYSuXbv27D/+8Y/73v4ppWTy5MkL0tLS3G1tbetiY2N/kEgk6q1bt4749ddfR6rVaq6Tk1Pl8ePHf7W3t1e5urpuaN63tLTU7pNPPtllYWGhfuWVV+YolUqeQCBQf/HFF/tnzJhR8cILL4SfOnXKT6VS8eRyuSA+Pn737NmzowoKChxcXV3LlEqlQe4TMoXW/O/Ob+itvDeL3uiwXXI4HEilUiUAyGQyrkaj4bYR1+seSktLLV1dXaubv8+YMeNu2AehUPiKQqH4t1qtJrNnz56blJQ0xMHBoZpSSqKjo691pZ1u2rTp6kcffTRTpVLxXF1dN9y6detLX1/fzRcvXtzu5+cn++tf/zrsu+++Gw+ADhkypCQuLu7X//u///P/+OOPJ6nVaq6lpWXj3r179wYHBzdER0dPKSoqsi4uLratrKy0Xrp0afz27dsvbtmyZUZFRYWtq6vrhuHDh9/57bffTrQ8RmNsW0qt1hxvvKG/8t7ouG31hCVLliR+9913o5oF4IcffhgYGhqaYW9vr1q9evX4mJiYYLVazYuMjEzZs2fP6bi4OJuoqKiVISEh2ampqW6RkZGpdXV1ot9///0YAGzdunVEenq6w5EjR+4OfVEqlWTq1KmL7ty540IIoXPnzr321VdfxZ89e9Z2w4YN8+rq6swEAoHqs88+OzR06NC6YcOGbSwtLf2Qx+PR8vJyvq+v7+bCwsIPExISrFvnnzlzZnlkZGSUtbV1Y0ZGhpOvr2/RSy+9dLmtfK2P/c6dOw5+fn6rW7ZTQOcBraiosFKpVLzo6OiL27Ztu/L2228HfPTRR1MBQKVS8dRqNbeysvLD5cuXT46Li/NXKpX8oUOH5sXExBzicDjw8/NbHRwcnJeYmOg+ceLEtLlz52Zv3bp1kUAgUIWEhOTq+zwOZkwyRAij/9i8efOozZs3j2pv+7Rp05I/+uij4J07d7p7e3sXdTToWiKRyPLz8z9fvHhxwltvvTW+rTx1dXXi1NTUb1944YWjTz/99IoXX3wxrqCg4JPc3FzHX3/91QkAvvzyy5i8vLztubm5n16/ft3z4MGD0vbqrK6u5r3yyitR33333S9FRUWfajQaznPPPRfRvF0kEqkzMzO/bin+mqmoqLBIT0//evfu3d9v27ZtBgD861//CszIyHDKzc399OTJkzu3bds26+bNm/cNQC8vL7d75plnLhcXF39ibm4uf+edd4IA4Omnn07Jzc39orCw8DNPT8/yv/3tb8MBoKCg4LOCgoLPtm7dGuPh4VG4cuXKvEmTJpWnpKR8U1BQ8Pnzzz9/6sUXX5zeXH5GRob7/v3799++ffvbF154IUIkEqkKCws/fe21187l5+e7tPd7DDaUSiVxdXXd4Orq+pcRI0bcWblyZQHQfrvcuHHjtT179kzw9PR8YsmSJdNOnTolaZ3n3//+d2BJSYlNfn7+pz/88MPBO3fu3LOObEftdPHixcVPPvnkqfHjxycVFBR8JpFI7g4yP3LkiMM333wz8cyZM98WFhZ+tnv37qMAEB0dnZuVlfVlQUHB53PmzEn8y1/+Etm8T35+vv2VK1e+i4+P/2LXrl2TZTIZZ9u2bSft7OyqCgoKPmst/gDWtvQInTp16qPu7u7rtmzZMrI5sb22tXnz5oycnByXjIwMMQAcOXIkZNmyZbe2bdvmk52dbZednf1Fbm7uZ6mpqS5ffvnlEAAoKyuzf/zxx28UFBR8/r///e/CpUuXAmQyGQcADh48OHzjxo3XWtZx4MABp4qKCsvi4uJPioqKPv373/9+HQDWrl274OOPPz6Sl5e3/R//+Mfxp556ap67u7vC3d29uLmubdu2+YeFhd0xMzPTtpW/uY68vDy7xMTEnUeOHDneUb6WtNVOAWDfvn0H8vLyticnJ2//+eefx2RkZIhfeumltOY25+HhUbJ8+fILAPCf//znUm5u7hfFxcWfKBQK3rvvvuvfXH5dXZ0oIyNjxzfffBO3devWqDfffPP37OzsHnvsjRXmAWT0Kf/73/8SOtq+ZcuWpKioqGV37tyxj46OTjx//rx7e3k3bNiQAgCRkZGFMTExgW3lmTlzZhqHw8HEiRNLLSws6hcsWFAKAO7u7mUpKSk2ixcvLn7//feD9+/fP1Kr1XJqamosLl++7LBw4cI2g8SePn3azt7evnratGkVAPDII49c/+KLL0YDiAeAjRs33if8mpk9e3Yqj8ejc+bMKaurqzMHgAsXLnjMnTs3USAQ0ODg4IbAwMDsI0eOuIaFhd3TjW1ra1u1ePHiYgAICgoqzM7OtgGAU6dOOc6ePXuaTCYTKRQKQXh4+J3mfU6dOiV59913Zx0/fvxbMzMzbXJysnDevHlRxcXFdoQQqtFouM15Q0ND73h7ezcCwNWrV4esX7/+IgAsXLiwxNnZub2AuYMOgUBACwoKPsvNzRXNmDFj+eHDhx3nzZtX2l67XLx4cfGdO3c+/OKLL3xOnTrlPXfu3HX79+//cvbs2Xe9GhcuXPCYPXt2Eo/HoyEhIfVDhw7NbllGV9ppWxw4cMArMjIyublLsfn83Lp1y+qBBx54sLq62kKj0XDt7e2rm/cZN27cbSsrK42VlZXM0tKyISUl5b6XidawtqUfYmJivg4PD69LSUkxnz59+qNhYWHlTz75ZE57bcvCwkIzYsSItA8//DBoy5YtKXl5eU6bNm268+CDD864efOmj7u7+wYAUCgUgqSkJElwcHCNjY1NdfOQhaZu5KwPPvjAf/To0eUajYbTfH9rJiIioqqsrMx25syZD8ybNy998+bNd0pKSgSZmZnujzzySHRzPrVazQWA+fPnJ/38888hGzZsyD548GDIE088cbmj/AAwZ86cJIFAQDvL15K22unIkSNrX3rppTHnz58fCgDV1dVW8fHxdr6+vvkAsGrVqkihUKj69NNPLwPA7t27Pb/88stIpVLJl8lkYl9f3zLo4v3ioYceSgR03eoymUy0du3aHABYt27dzYSEBL8un1Qjh3kAGQOKkJCQeh6Pp71x44b3hg0b2p3sAehuoADA4/GoRqNpsy2LRCINAHC5XMrj8e56EwkhVK1Wc2JjY21+/PHH8efPn/+2sLDw0/Dw8PTGxsZ2X4wope1HkQVgZ2fXbqiRZluaTehKec20tJ3D4dw93r/+9a9R77333pGioqJP16xZc0ahUPAA3SDzRx555MH//Oc/B8PDw+sAYOvWrdNGjx6dXVxc/Mm+fft+UKvVd49TLBbfY3dnXaODHQ8PD3l4eHj2nj17fDvLK5VKla+++mrKH3/8cXjChAk3f/zxx3seIJ1NpOtKO20LSilpK2jxc889N3fVqlWXioqKPv3nP//5m0qlunseBQLBPW1cqVR2Wh9rW/qh+bcIDAxsmDBhQur58+ddO9vnoYceunXs2LGQDz/8MGjUqFGpZmZmWkopVq5cea7Z61VeXr6teVy0QCC457dct27d1Z9//jn8o48+Cp8/f/711uV7enrKk5OTP5s0aVL2119/HTF16tSFarWaiMVieXP5BQUFn5WUlHwMAFu2bEm7du2ab2Zmpjg7O9tl/fr1WR3lBwBLS0sVAHSWryVttdPt27d7JiQkeN+8efOrwsLCz9zd3YtlMhkP0A27OXXqVNChQ4d+A3Q9Mf/973/n7d279+eioqJPZ8+efbW5fQKAlZWVCrh7DRlle9MHTAAyBhwvv/zyqWeeeeZkX0yiKCsrEwoEAqWbm5siKSnJ/MaNGx0KgqlTp5aXl5fbnDlzRgIAu3fvHjZq1KjsntY/YcKEnKNHjwYrlUqSlpZmlpqaOmT+/PkFXd1foVAIAwIC6mUyGee3334LbU6fO3du1Lx5864/8cQTd8e8NDQ0CN3d3WsB4IMPPghvr8wRI0bkfP/992EAcPjwYceioqJ2u8QHE2lpaWa5ubkiAKisrORduXLFOzg4+L7xSS3ZsWOHe3Z2tggA6uvruTk5OQ5eXl41LfOMGzcu9/jx40FqtZokJSWZp6WleerD3qioqMxz584FN3cRZmZmigFAJpMJfXx8agFg586dwzorx8HBQaFQKATdrZ+1ra5TWlrKLyoqEjR/vnz5sk94eHina8SuW7cuu6SkxG7v3r0RDz/8cCIAzJkz587BgweHl5SUCADg2rVrlikpKW2OQVy5cmVBRUWF9dmzZ0NffPHF+1Y8Sk9PN1Or1eS1115LefPNN09lZmY6u7q6Kuzs7KrfeOONIEA3oWT//v1SQPey4+3tXbBy5co5I0eOvC0QCGhH+VvS1XztUVFRIbSwsGi0t7dXnThxwj47O9sNAOLj463feOONeT/88MOe5iEStbW1PADw9vaWlZSUCM6ePRvUVpkeHh5ysVis+OabbzwA4MsvvwxtK5+pwrqAGQZh9OjRS1NTUz0bGhrMrK2tn1uzZs2pDz744FrzWJiOuoJXrVqV11d2RkVFlbzzzjvFrq6umxwcHKr8/Pw6rNvGxkb973//e/+KFSsebJ4E8t5773XYrd0Rr7zySkp8fLybh4fHRkIIffrpp0+EhIS0Xoi+XVavXh0TGRn5pJ2dXY2np2eJTCYTxsfHW1+9ejWoqKjIztXVdTgAvP/++weff/752Oeee27xN998M2748OFZ7ZX57rvvXp49e3aUi4vLRk9Pz2IPD48uC9KBTFpamuXGjRujKKUcrVZLJk+enPSXv/zlNqAbpwXc3y5TUlIkr7zyynxKKSilJCIiIv3VV19Nbpnn1VdfTTl79qy3q6vrJmdn5wovL698W1vbXodwmTt3btnq1avPTpgw4XEOh6P18vIqjo2N3b958+bTGzZsiH7ppZdqAwMD80tKSmw7KsfX17fR398/z8nJadOoUaPS2xoH2BasbXWd27dvW0RHRy8HAK1Wy5k2bdqtZ555JgNov20BOq/w2LFjk+Pi4oLXrFmTAwBbtmy5c+vWLfvw8PAnAEAoFCp37ty5j8/nt/lCPHXq1KTU1FQnT0/P+9pcUlKS5ebNm6Oaexqef/75kwCwa9euvWvXrp2/ffv2SRqNhjtlypTEqKioEgBYtGhR0t///vcHt2/fvqO5nI7yt6Sr+driqaeeyti1a9coFxeXjc7OzuWenp75APD++++HNzQ0mEVHRz8EALa2tnWJiYm7Z82addXf33+Tvb19ta+vb7vt6MMPP9y/devWRW+++aZq9OjRd9rLZ4qwOIBGSOs4gP0RBobB6Iy+DgNjSEpKSgRSqVSZkZEhHjNmzNozZ8583R0hz9Av/RUGpj8IDQ1dsXHjxrhNmza1K7wZnWOKcQCZADRCBkIgaAbDlPDz81stk8lEarWa++ijj8a+++671/vbJoZxk5ubKxo5cuRaDw+P4itXruzpb3sGO6YoAFkXMIPBYPSS9PT0Hf1tA8O08PDwkJeVlX3U33YwBi9sEgiDwWAwGAyGicEEIIPBYDAYDIaJwQQgg8FgMBgMhonBBCCDwWAwGAyGicEEIEPvJCQkWPn7+6+SSqVPOTk5bVq7du2YzvbZvn27JyHk788+++zw5rR9+/Y5EUL+vnr16jbX+W2LuLg4Gycnp009tb01K1eunNjdfSQSyTPp6elm+rKhO0RHR0/pzu9lijStB7w+NDR0RWd5y8vL+WPHjl3i7Oy80cnJaZO3t/ea5gC9/QlrYwwGo7ewWcAmwDvvvPWCTKbHeGtmnIa//KX9mFgCgUD773//+/iyZcuKioqKBGFhYeuXLl2aOWfOnLKOynV2di49evRoSPOyRzt27AhxcXEx6FqhSqWSdLTiyC+//DJx9+7d5wxpQ0/RarXQarWEx+MNylhO77z11gsyPcZqM+NwGv7ShVhtGzZsGOvm5lYuk8mEneV95plnxkgkkob4+PhPAeDkyZN2YrFY09l+PaWz9tjXDPY2xmAw2ocJQBNAJtOa//3vb+itvDfffKPDh3ZYWFh9WFhYPQA4OzsrXVxcytLT0y07E4B2dnY1jY2NwqSkJPPAwMCGhIQE34iIiPTm7b/++qvTs88+O1+pVPIdHR0r9+/ff8DT01O+Z88e561bty4SCASqkJCQu8tTKZVKsmTJkhk3b970VKvVvKVLl1766KOPrmzfvt3z3XffnWxra1ufnZ3tVFJS8nF4ePhDFRUVViqVihcdHX1x27ZtVxYtWjRDpVLxXF1dN7i7u5fGx8fve/nll8O+//77MWq1muvv759/7Nixw209sF955ZXRcXFxARqNhrNz5849M2fOLP/hhx9cX3nllTlKpZInEAjUX3zxxf4ZM2ZUTJo0aeGdO3dcAKC6utpy3rx5lz766KO4SZMmPdTQ0CDWaDScLVu2xLz88stpcXFxNlFRUStDQkKyU1NT3fbu3fvjtm3bwk6ePDlMIpHUWllZNQQFBRV195z2BzKt1vzvb7yht/LefKPjdgkAV65csYqNjfV75plnzn3yySfjOstfWlpq6erqWt38fcaMGRXNn9tqC88+++zI3Nxc20OHDp0AgBdeeCH8xo0bzidOnPi9vbYjFApfWbBgQdzly5d93njjjeO3b9+2YW2MwWAYGtYFzDAocXFxNjk5Oc5LliwpAHTLIjUvjdQW06ZNS/7oo4+Cd+7c6e7t7V0kFArvelueeuqpxX/7299OFBYWfurr61u6YcOGKQCwdevWqDfffPP37Ozsr1qW9cILL4ywtLRU5ObmfpGamrp9//79I2NjY20AIDs72/X999//o3mx8n379h3Iy8vbnpycvP3nn38ek5GRIT5w4MBJPp+vLigo+Cw+Pn7fsWPH7A8fPhyckpLyVUFBwWccDoe+9tprYW0dh0QikeXn53++ePHihLfeems8AEyaNKk8JSXlm4KCgs+ff/75Uy+++OJ0ADh79uzBgoKCz/bu3fuDubl543PPPXfd2tpaHRMT81N+fv7nZ8+e/fa9996brdVqAQBlZWX2jz/++I2CgoLP8/LyzE6dOhWSnJz8+R9//PFTZmZmpwvQmzLr1q2b889//vMEl8u9R1C11y43btx4bc+ePRM8PT2fWLJkybRTp05JAKC9trBly5bkuLi4wOb9f//99+AVK1YkddR2lEolPzg4uDQnJ+dLFxcXGWtjDAajL2AeQIbBKCkpEURHR0e/8MILR11dXRVAx2sAA8CWLVuSoqKilt25c8c+Ojo68fz58+4AkJeXJ5TJZKK1a9c2r5d5fcWKFdGt09etW3czISHBDwBiY2N9cnNzpa6urkEA0NjYKLxy5YqdSCTSeHp6FkRGRlY31/vSSy+NOX/+/FAAqK6utoqPj7fz9fXNb2nbr7/+6p2dne3i5+e3DgBUKhXPzs6uoa3j2LBhQwoAREZGFsbExAQCQFFRkXDevHlRxcXFdoQQqtFouM35q6urecuXL49+/fXXj4wdO7ZGJpNxVq9ePT0pKWkIIYTW1NRYJicnWwCAjY1N9SOPPJIPAMeOHRsSGRmZam9vrwKA0aNHp3Xp5Jgg77zzjr+NjU3Dgw8+WLR9+3bPltvaa5eLFy8uvnPnzodffPGFz6lTp7znzp27bv/+/V+21xYCAgJkDg4OVbt27XIbO3ZsRXFxsf2qVatyN23aNLq9tsPhcOjf/va3ZIC1MQaD0XcwAcgwCDKZjDN16tTomTNn3nr11VdTurpfSEhIPY/H0964ccP78OHDvzcLwPaglBJCSJvjkyilePXVV49s3br1ngXAt2/f7ikUClUtvyckJHjfvHnzK3t7e1XTsl73XRuUUkydOvX6gQMH/ujsOCwsLDSAbrF3jUbDAYCtW7dOGz16dPb27dt/iouLs5k3b97q5vzz5s2bP2nSpJTNmzdnAsDrr78eVl1dbZaRkfG5mZmZViKRPFNXV8cDAIFAoGpZV3vHz7iX8+fPuyckJARIJBI/lUrFUygUwrFjxy6Jj4/f19F+UqlU+eqrr6a8+uqrKTNnzqQ//vijn0Ag0LTXFubMmZP4/fffB1+6dKl8zJgxKRwOp8O2w+Px1M1dvKyNMRiMvoJ1ATP0jlarxYwZMxZ5eHiUf/3113Hd3f/ll18+9cwzz5xsOe7J3d1dYWZm1vjVV195AMD//ve/YaGhodkeHh5ysVis+OabbzwA4Msvvwxt3mfChAl3vvnmmwiZTMYBgJiYGLvS0lJ+6/oqKiqEFhYWjfb29qoTJ07YZ2dnuzVv43A4mub9Fy9enBUbGxuUkpJiDgCZmZni+Ph4664eV0NDg9Dd3b0WAD744IPw5vSNGzdGNDY2Cr777rvzzWk1NTVCGxubBjMzM+1nn33mWVVV1WY9c+bMyYmNjQ2srKzkFRUVCS5duuTfVXtMjQMHDvxRU1PzfmVl5f977733fgkICMjqTPzt2LHDPTs7WwQA9fX13JycHAcvL6+ajtrC1q1bUy5evDj06NGjIY8++mgS0PW2w9oYg8HoK5gHkKF3vv32W4+4uLgwZ2fnUldX1w0A8Nxzz/3x/PPPpzePs+qoK3jVqlV5baV//PHH+5999tn5r732Gt/R0bFq//79+wHgww8/3L9169ZFb775pmr06NF3vX3vv//+1WXLltn4+Pisp5QSKyurhj/++OPH1uU+9dRTGbt27Rrl4uKy0dnZudzT0/Nu1+/MmTOveHl5bfTy8iqKj4/ft2nTppgZM2Y8SiklXC5X85///OfI2LFja7ryuzz//POxzz333OJvvvlm3PDhw7Oa03/66afxXC5X2/xbLV68OOHFF1+8NXPmzIfd3d3XeXl5FTs6Opa3VeayZcuK9u3blzh06NANdnZ2NYGBgblt5WN0THvtMiUlRfLKK6/Mp5SCUkoiIiLSX3311WQOh4P22oKnp6fcxcWlrLCw0OHhhx8uAIA5c+aUdaXtdDVfe7A2xmAwugqhlHn2jY2UlJQdgYGB2c3f+zoMDIPRFforDAyDwWC0JiUlxTMwMHB1f9vRlzABaIS0FoAMBoPBYDDaxxQFIBsDyGAwGAwGg2FiMAHIYDAYDAaDYWIwAWicaLVaLelvIxgMBoPBGOg0PS+1/W1HX8MEoBGi0WhSKyoqXJgIZDAYDAajfbRaLamoqHDRaDSp/W1LX8PCwBghCoXis5KSkg3l5eVDwUQ+g8FgMBjtodVoNKkKheKz/jakr2GzgBkMBoPBYDBMDOYdYjAYDAaDwTAxmABkMBgMBoPBMDGYAGQwGAwGg8EwMZgAZDAYDAaDwTAxmABkMBgMBoPBMDH+PzQ9iRhC2jhKAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "warn_forecast.plot_warn_map(\n", " cantons_file,\n", " thresholds=[2, 3, 4, 5],\n", " decision_level=\"exposure_point\",\n", " probability_aggregation=0.5,\n", " area_aggregation=0.5,\n", " title=\"DWD ICON METEOROLOGICAL WARNING\",\n", " explain_text=\"warn level based on wind gust thresholds\",\n", " save_fig=False,\n", " close_fig=False,\n", " proj=ccrs.epsg(2056),\n", ");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example: Forecast of Tropical Cylcones' Tracks, Windfields and Impacts\n", "The TCForecast class which facilitates fetching tropical cyclone forecasts from ECMWF is located in climada-petals. In the Weather4UN pilot project at MeteoSwiss an approach to calculate global impact estimates of tropical cyclones has been developed. It is documented in this github repository: https://github.com/ThomasRoosli/Weather4UN_global_impact_estimates. If you are interested in running an example computation, follow the steps described in the README." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3.8.13 ('climada_env')", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.13" }, "vscode": { "interpreter": { "hash": "24dfe080b6cf704a96271fca78d332670fc2f2ed0496af9ace9fdf9307202526" } } }, "nbformat": 4, "nbformat_minor": 4 }