From bb8f2192b888b81db2a3e5de48209daaaa0d871a Mon Sep 17 00:00:00 2001 From: Michael James Date: Thu, 11 Oct 2018 11:59:44 -0600 Subject: [PATCH] new notebooks for Regional Sfc Plot and Colored Temperatures --- .../Colored_Surface_Temperature_Plot.ipynb | 152 ++++++ .../GOES_Geostationary_Lightning_Mapper.ipynb | 16 +- .../notebooks/Regional_Surface_Obs_Plot.ipynb | 442 ++++++++++++++++++ 3 files changed, 602 insertions(+), 8 deletions(-) create mode 100644 examples/notebooks/Colored_Surface_Temperature_Plot.ipynb create mode 100644 examples/notebooks/Regional_Surface_Obs_Plot.ipynb diff --git a/examples/notebooks/Colored_Surface_Temperature_Plot.ipynb b/examples/notebooks/Colored_Surface_Temperature_Plot.ipynb new file mode 100644 index 0000000..cf86623 --- /dev/null +++ b/examples/notebooks/Colored_Surface_Temperature_Plot.ipynb @@ -0,0 +1,152 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This exercise creates a colored temperature plot for North America using AWIPS METAR observations (datatype *obs*), similar to existing products in GEMPAK and CAVE." + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 10692 total records\n", + "Using 872 temperature records\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "from awips.dataaccess import DataAccessLayer\n", + "from dynamicserialize.dstypes.com.raytheon.uf.common.time import TimeRange\n", + "from datetime import datetime, timedelta\n", + "import numpy as np\n", + "import cartopy.crs as ccrs\n", + "import warnings\n", + "import matplotlib.pyplot as plt\n", + "from cartopy.feature import ShapelyFeature\n", + "from shapely.geometry import Polygon\n", + "from metpy.plots import StationPlot\n", + "\n", + "# CONUS bounding box and envelope geometry\n", + "bbox=[-120, -70, 15, 55]\n", + "envelope = Polygon([(bbox[0],bbox[2]),(bbox[0],bbox[3]),\n", + " (bbox[1], bbox[3]),(bbox[1],bbox[2]),\n", + " (bbox[0],bbox[2])])\n", + "\n", + "# New obs request\n", + "edexServer = \"edex-cloud.unidata.ucar.edu\"\n", + "DataAccessLayer.changeEDEXHost(edexServer)\n", + "request = DataAccessLayer.newDataRequest(\"obs\", envelope=envelope)\n", + "single_value_params = [\"timeObs\", \"stationName\", \"longitude\", \"latitude\", \n", + " \"temperature\", \"dewpoint\", \"windDir\",\n", + " \"windSpeed\", \"seaLevelPress\"]\n", + "multi_value_params = [\"presWeather\", \"skyCover\", \"skyLayerBase\"]\n", + "params = single_value_params + multi_value_params\n", + "request.setParameters(*(params))\n", + "\n", + "# Get records from the last 15 minutes\n", + "lastHourDateTime = datetime.utcnow() - timedelta(minutes = 15)\n", + "start = lastHourDateTime.strftime('%Y-%m-%d %H:%M:%S')\n", + "end = datetime.utcnow().strftime('%Y-%m-%d %H:%M:%S')\n", + "\n", + "beginRange = datetime.strptime( start , \"%Y-%m-%d %H:%M:%S\")\n", + "endRange = datetime.strptime( end , \"%Y-%m-%d %H:%M:%S\")\n", + "timerange = TimeRange(beginRange, endRange)\n", + "# Get response\n", + "response = DataAccessLayer.getGeometryData(request,timerange)\n", + "obs = DataAccessLayer.getMetarObs(response)\n", + "\n", + "print(\"Found \" + str(len(response)) + \" total records\")\n", + "print(\"Using \" + str(len(obs['temperature'])) + \" temperature records\")\n", + "\n", + "# Create a station plot pointing to an Axes to draw on as well as the location of points\n", + "\n", + "lats = obs['latitude']\n", + "lons = obs['longitude']\n", + "\n", + "thresholds = {\n", + " '15': 'purple',\n", + " '25': 'c',\n", + " '35': 'royalblue',\n", + " '45': 'darkgreen', \n", + " '55': 'green',\n", + " '65': 'y', \n", + " '75': 'orange',\n", + " '85': 'red'\n", + "}\n", + "\n", + "fig, ax = plt.subplots(figsize=(16,12),subplot_kw=dict(projection=ccrs.LambertConformal()))\n", + "ax.set_extent(bbox)\n", + "ax.coastlines(resolution='50m')\n", + "ax.set_title(str(response[-1].getDataTime()) + \" | Surface Temps (degF) | \" + edexServer)\n", + "\n", + "# Suppress nan masking warnings\n", + "warnings.filterwarnings(\"ignore\",category =RuntimeWarning)\n", + "\n", + "for x, value in thresholds.items():\n", + " tair = np.array(obs['temperature'], dtype=float)\n", + " tair[tair == -9999.0] = 'nan'\n", + " tair = (tair*1.8)+32\n", + " if x==max(thresholds):\n", + " tair[(tair < int(x))] = 'nan'\n", + " elif x==min(thresholds):\n", + " tair[(tair >= int(x)+10)] = 'nan'\n", + " else:\n", + " tair[(tair < int(x))] = 'nan'\n", + " tair[(tair >= int(x)+10)] = 'nan'\n", + "\n", + " stationplot = StationPlot(ax, lons, lats, transform=ccrs.PlateCarree(),\n", + " fontsize=14)\n", + " stationplot.plot_parameter('C', tair, color=thresholds[str(x)])" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.6" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/examples/notebooks/GOES_Geostationary_Lightning_Mapper.ipynb b/examples/notebooks/GOES_Geostationary_Lightning_Mapper.ipynb index 48e79c1..02122be 100644 --- a/examples/notebooks/GOES_Geostationary_Lightning_Mapper.ipynb +++ b/examples/notebooks/GOES_Geostationary_Lightning_Mapper.ipynb @@ -36,7 +36,7 @@ "output_type": "stream", "text": [ "available sources:\n", - "['GLMgr', 'GLMfl', 'GLMev']\n", + "['GLMfl', 'GLMgr', 'GLMev']\n", "\n", "available parameters:\n", "['height', 'intensity', 'msgType', 'pulseCount', 'pulseIndex', 'sensorCount', 'strikeType']\n" @@ -94,7 +94,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 3, @@ -103,7 +103,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -129,21 +129,21 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 2", + "display_name": "Python 3", "language": "python", - "name": "python2" + "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.15" + "pygments_lexer": "ipython3", + "version": "3.6.6" } }, "nbformat": 4, diff --git a/examples/notebooks/Regional_Surface_Obs_Plot.ipynb b/examples/notebooks/Regional_Surface_Obs_Plot.ipynb new file mode 100644 index 0000000..2d5ca26 --- /dev/null +++ b/examples/notebooks/Regional_Surface_Obs_Plot.ipynb @@ -0,0 +1,442 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "Surface Obs Regional Plot\n", + "=====================\n", + "\n", + "This exercise creates a surface observsation station plot for the state of Colorado, using both METAR (datatype *obs*) and Synoptic (datatype *sfcobs*). Because we are using the AWIPS Map Database for state and county boundaries, there is no use of Cartopy `cfeature` in this exercise." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "from awips.dataaccess import DataAccessLayer\n", + "from dynamicserialize.dstypes.com.raytheon.uf.common.time import TimeRange\n", + "from datetime import datetime, timedelta\n", + "import numpy as np\n", + "import cartopy.crs as ccrs\n", + "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n", + "from cartopy.feature import ShapelyFeature\n", + "from shapely.ops import cascaded_union\n", + "import matplotlib.pyplot as plt\n", + "from metpy.units import units\n", + "from metpy.calc import wind_components\n", + "from metpy.plots import (simple_layout, StationPlot,\n", + " StationPlotLayout, wx_code_map)\n", + "\n", + "def get_cloud_cover(code):\n", + " if 'OVC' in code:\n", + " return 1.0\n", + " elif 'BKN' in code:\n", + " return 6.0/8.0\n", + " elif 'SCT' in code:\n", + " return 4.0/8.0\n", + " elif 'FEW' in code:\n", + " return 2.0/8.0\n", + " else:\n", + " return 0" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 MultiPolygon\n", + "Florida FL 28.67402 -82.50934 (-87.63429260299995, 24.521051616000022, -80.03199876199994, 31.001012802000048)\n", + "\n", + "Found 6 MultiPolygons\n", + "Florida FL 28.67402 -82.50934\n", + "Georgia GA 32.65155 -83.44848\n", + "Louisiana LA 31.0891 -92.02905\n", + "Alabama AL 32.79354 -86.82676\n", + "Mississippi MS 32.75201 -89.66553\n", + "South Carolina SC 33.93574 -80.89899\n" + ] + } + ], + "source": [ + "# EDEX request for a single state\n", + "edexServer = \"edex-cloud.unidata.ucar.edu\"\n", + "DataAccessLayer.changeEDEXHost(edexServer)\n", + "request = DataAccessLayer.newDataRequest('maps')\n", + "request.addIdentifier('table', 'mapdata.states')\n", + "request.addIdentifier('state', 'FL')\n", + "request.addIdentifier('geomField', 'the_geom')\n", + "request.setParameters('state','name','lat','lon')\n", + "response = DataAccessLayer.getGeometryData(request)\n", + "record = response[0]\n", + "print(\"Found \" + str(len(response)) + \" MultiPolygon\")\n", + "state={}\n", + "state['name'] = record.getString('name')\n", + "state['state'] = record.getString('state')\n", + "state['lat'] = record.getNumber('lat')\n", + "state['lon'] = record.getNumber('lon')\n", + "#state['geom'] = record.getGeometry()\n", + "state['bounds'] = record.getGeometry().bounds\n", + "print(state['name'], state['state'], state['lat'], state['lon'], state['bounds'])\n", + "print()\n", + "\n", + "# EDEX request for multiple states\n", + "request = DataAccessLayer.newDataRequest('maps')\n", + "request.addIdentifier('table', 'mapdata.states')\n", + "request.addIdentifier('geomField', 'the_geom')\n", + "request.addIdentifier('inLocation', 'true')\n", + "request.addIdentifier('locationField', 'state')\n", + "request.setParameters('state','name','lat','lon')\n", + "request.setLocationNames('FL','GA','MS','AL','SC','LA')\n", + "response = DataAccessLayer.getGeometryData(request)\n", + "print(\"Found \" + str(len(response)) + \" MultiPolygons\")\n", + "\n", + "# Append each geometry to a numpy array\n", + "states = np.array([])\n", + "for ob in response:\n", + " print(ob.getString('name'), ob.getString('state'), ob.getNumber('lat'), ob.getNumber('lon'))\n", + " states = np.append(states,ob.getGeometry())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now make sure we can plot the states with a lat/lon grid. " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "def make_map(bbox, proj=ccrs.PlateCarree()):\n", + " fig, ax = plt.subplots(figsize=(16,12),subplot_kw=dict(projection=proj))\n", + " ax.set_extent(bbox)\n", + " gl = ax.gridlines(draw_labels=True, color='#e7e7e7')\n", + " gl.xlabels_top = gl.ylabels_right = False\n", + " gl.xformatter = LONGITUDE_FORMATTER\n", + " gl.yformatter = LATITUDE_FORMATTER\n", + " return fig, ax\n", + "\n", + "# buffer our bounds by +/i degrees lat/lon\n", + "bounds = state['bounds']\n", + "bbox=[bounds[0]-3,bounds[2]+3,bounds[1]-1.5,bounds[3]+1.5]\n", + "\n", + "fig, ax = make_map(bbox=bbox)\n", + "shape_feature = ShapelyFeature(states,ccrs.PlateCarree(), \n", + " facecolor='none', linestyle=\"-\",edgecolor='#000000',linewidth=2)\n", + "ax.add_feature(shape_feature)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot METAR\n", + "\n", + "Here we use a spatial envelope to limit the request to the boundary or our plot. Without such a filter you may be requesting many tens of thousands of records." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 2448 records\n" + ] + } + ], + "source": [ + "from shapely.geometry import Polygon\n", + "# Create envelope geometry\n", + "envelope = Polygon([(bbox[0],bbox[2]),(bbox[0],bbox[3]),\n", + " (bbox[1], bbox[3]),(bbox[1],bbox[2]),\n", + " (bbox[0],bbox[2])])\n", + "\n", + "# New obs request\n", + "DataAccessLayer.changeEDEXHost(edexServer)\n", + "request = DataAccessLayer.newDataRequest(\"obs\", envelope=envelope)\n", + "availableProducts = DataAccessLayer.getAvailableParameters(request)\n", + "single_value_params = [\"timeObs\", \"stationName\", \"longitude\", \"latitude\", \n", + " \"temperature\", \"dewpoint\", \"windDir\",\n", + " \"windSpeed\", \"seaLevelPress\"]\n", + "multi_value_params = [\"presWeather\", \"skyCover\", \"skyLayerBase\"]\n", + "params = single_value_params + multi_value_params\n", + "request.setParameters(*(params))\n", + "\n", + "# Time range\n", + "lastHourDateTime = datetime.utcnow() - timedelta(minutes = 60)\n", + "start = lastHourDateTime.strftime('%Y-%m-%d %H:%M:%S')\n", + "end = datetime.utcnow().strftime('%Y-%m-%d %H:%M:%S')\n", + "\n", + "beginRange = datetime.strptime( start , \"%Y-%m-%d %H:%M:%S\")\n", + "endRange = datetime.strptime( end , \"%Y-%m-%d %H:%M:%S\")\n", + "timerange = TimeRange(beginRange, endRange)\n", + "# Get response\n", + "response = DataAccessLayer.getGeometryData(request,timerange)\n", + "# function getMetarObs was added in python-awips 18.1.4\n", + "obs = DataAccessLayer.getMetarObs(response)\n", + "print(\"Found \" + str(len(response)) + \" records\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next grab the simple variables out of the data we have (attaching correct units), and\n", + "put them into a dictionary that we will hand the plotting function later:\n", + "\n", + "- Get wind components from speed and direction\n", + "- Convert cloud fraction values to integer codes [0 - 8]\n", + "- Map METAR weather codes to WMO codes for weather symbols" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "data = dict()\n", + "data['stid'] = np.array(obs['stationName'])\n", + "data['latitude'] = np.array(obs['latitude'])\n", + "data['longitude'] = np.array(obs['longitude'])\n", + "tmp = np.array(obs['temperature'], dtype=float)\n", + "dpt = np.array(obs['dewpoint'], dtype=float)\n", + "tmp[tmp == -9999.0] = 'nan'\n", + "dpt[dpt == -9999.] = 'nan' \n", + "data['air_temperature'] = tmp * units.degC\n", + "data['dew_point_temperature'] = dpt * units.degC\n", + "data['air_pressure_at_sea_level'] = np.array(obs['seaLevelPress'])* units('mbar')\n", + "direction = np.array(obs['windDir'])\n", + "direction[direction == -9999.0] = 'nan'\n", + "u, v = wind_components(np.array(obs['windSpeed']) * units('knots'),\n", + " direction * units.degree)\n", + "data['eastward_wind'], data['northward_wind'] = u, v\n", + "data['cloud_coverage'] = [int(get_cloud_cover(x)*8) for x in obs['skyCover']]\n", + "data['present_weather'] = obs['presWeather']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## MetPy Surface Obs Plot" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/mjames/miniconda3/envs/python3-awips/lib/python3.6/site-packages/metpy/plots/station_plot.py:299: RuntimeWarning: invalid value encountered in less\n", + " u, v = self.ax.projection.transform_vectors(trans, self.x, self.y, u, v)\n", + "/Users/mjames/miniconda3/envs/python3-awips/lib/python3.6/site-packages/metpy/plots/station_plot.py:299: RuntimeWarning: invalid value encountered in greater\n", + " u, v = self.ax.projection.transform_vectors(trans, self.x, self.y, u, v)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "proj = ccrs.LambertConformal(central_longitude=state['lon'], central_latitude=state['lat'],\n", + " standard_parallels=[35])\n", + "custom_layout = StationPlotLayout()\n", + "custom_layout.add_barb('eastward_wind', 'northward_wind', units='knots')\n", + "custom_layout.add_value('NW', 'air_temperature', fmt='.0f', units='degF', color='darkred')\n", + "custom_layout.add_value('SW', 'dew_point_temperature', fmt='.0f', units='degF', color='darkgreen')\n", + "custom_layout.add_value('E', 'precipitation', fmt='0.1f', units='inch', color='blue')\n", + "ax.set_title(str(ob.getDataTime()) + \" | METAR | \" + edexServer)\n", + "stationplot = StationPlot(ax, data['longitude'], data['latitude'], clip_on=True,\n", + " transform=ccrs.PlateCarree(), fontsize=10)\n", + "custom_layout.plot(stationplot, data)\n", + "fig" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 337 records\n" + ] + } + ], + "source": [ + "# New sfcobs/SYNOP request\n", + "DataAccessLayer.changeEDEXHost(edexServer)\n", + "request = DataAccessLayer.newDataRequest(\"sfcobs\", envelope=envelope)\n", + "availableProducts = DataAccessLayer.getAvailableParameters(request)\n", + "# (sfcobs) uses stationId, while (obs) uses stationName,\n", + "# the rest of these parameters are the same.\n", + "single_value_params = [\"timeObs\", \"stationId\", \"longitude\", \"latitude\", \n", + " \"temperature\", \"dewpoint\", \"windDir\",\n", + " \"windSpeed\", \"seaLevelPress\"]\n", + "multi_value_params = [\"presWeather\", \"skyCover\", \"skyLayerBase\"]\n", + "pres_weather, sky_cov, sky_layer_base = [],[],[]\n", + "params = single_value_params + multi_value_params\n", + "request.setParameters(*(params))\n", + "\n", + "# Time range\n", + "lastHourDateTime = datetime.utcnow() - timedelta(minutes = 60)\n", + "start = lastHourDateTime.strftime('%Y-%m-%d %H:%M:%S')\n", + "end = datetime.utcnow().strftime('%Y-%m-%d %H:%M:%S')\n", + "\n", + "beginRange = datetime.strptime( start , \"%Y-%m-%d %H:%M:%S\")\n", + "endRange = datetime.strptime( end , \"%Y-%m-%d %H:%M:%S\")\n", + "timerange = TimeRange(beginRange, endRange)\n", + "\n", + "# Get response\n", + "response = DataAccessLayer.getGeometryData(request,timerange)\n", + "# function getSynopticObs was added in python-awips 18.1.4\n", + "sfcobs = DataAccessLayer.getSynopticObs(response)\n", + "print(\"Found \" + str(len(response)) + \" records\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "data = dict()\n", + "data['stid'] = np.array(sfcobs['stationId'])\n", + "data['lat'] = np.array(sfcobs['latitude'])\n", + "data['lon'] = np.array(sfcobs['longitude'])\n", + "\n", + "# Synop/sfcobs temps are stored in kelvin (degC for METAR/obs)\n", + "tmp = np.array(sfcobs['temperature'], dtype=float)\n", + "dpt = np.array(sfcobs['dewpoint'], dtype=float)\n", + "direction = np.array(sfcobs['windDir'])\n", + "# Account for missing values\n", + "tmp[tmp == -9999.0] = 'nan'\n", + "dpt[dpt == -9999.] = 'nan'\n", + "direction[direction == -9999.0] = 'nan'\n", + "\n", + "data['air_temperature'] = tmp * units.kelvin\n", + "data['dew_point_temperature'] = dpt * units.kelvin\n", + "data['air_pressure_at_sea_level'] = np.array(sfcobs['seaLevelPress'])* units('mbar')\n", + "try:\n", + " data['eastward_wind'], data['northward_wind'] = wind_components(\n", + " np.array(sfcobs['windSpeed']) * units('knots'),direction * units.degree)\n", + " data['present_weather'] = sfcobs['presWeather']\n", + "except ValueError:\n", + " pass" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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E6CktZG6z1zHPjo3RAzkXw0XUXj1/YIwTbo/Re3UVqAM0EZHzVllvm4/lJoYRMlBEzpq3vQNcMbuvDsQYM54cpmD0zP2mlArE+BjTyKzzH4xxssvMOv2xdRmNc19gInBdRGaZr9+3gS+VUnHNeD0c+Btj/OkDjA8g9u7FrkBZjHOyBvhcjPHxYHwAOglcwQinZIlxLCLhGOf7XfNxdMbwqgCMiZTM17VHQmUlhYTqxbjec2FcMwcwnh3WTMEYt+yvlJoKbMPwsPgX47oJxcqt1/zBwzp8VZz3hBiztr+G8fx8gGFQRse1fg/DzT8Q40NTvB4B5o8Rj5XZJd58r0zC+BDzCMOz4hXztjvm8/AdxnPbgycfp+DJ8/NvjI9G6+OrW6PRZF2U7TAPjUaj0SQGZQ53ISJjHask6SilZgKnRGSmo7Vo0h6llIhIXK6qGo1Go9FkSHQQbY1Go8l6nMCYtVWj0Wg0Go0mU6ANW41Go0keux0tILmIyI+O1qBxKDHH7Wo0Go1Gk+HRrsgajUaj0Wg0Go1Go8nQ6MmjNBqNRqPRaDQajUaTocnQrshjnJ3liyjbiAZ9MaZQPIkxHWU1Yk+D6YQxLeD3wGOr9BcxAqn5pJJejUHM858XI0gdGFMk5sMIbqnJGMR1P7XHmNZzbxrryQ+8jzH9ZhhGHJk/MaYMBfgYY1rR4DTWlVnJBfTAiOMSgjE179/AMfN2fb41Gk16owi204YXwpheugxGIGiAnBhTTHunrTSNRmOfqyJSNqFMGbrHNiAqis09e+Lj5cXWPn3IDuzKl49BpUszu1QpBpQowcwrVxARm+Xs2rVUa9GCQKu0vxcupHfjxvwUFBQr//Hjx/HweBI/vXnz5rHyxLfcu3cvSfkz+xLz/AeKYDIvKy5fplX16pa8a9euBUg1Ld9+a0RfKVCgQJL3zcztCrBnz55ktaeIEBURwUtFi7Lx2rVU0+fl5RUr3WQy8e3s2ewBPsUwuBu/8ALnrPKULVMm3rbLzO2a1KVSpUoJ3n/HV66kbe/ePBYhSoQRPj58PWhQos63i4sRlvTbb79N9WPR7Zo5l4zQrv369QPAz8/P4VrScvn4449t3tk2bNiQbtr2rgiTzMv3kZEUcndn45UrLDGn1V64kL8xPtIBbN68mT///JOY7Ny5Ey8vI9Rv//79CbLzDqmXtGtXvWTedsX47pQgGdqwLQl4DRpEj+PHyZ4nDy8CNQIDOVy8OB1PnqSZtzfb+vSJtd+Z5cup2rWrZf3y1q0c+uYb2q1fT/bcuWPl9/Ly4urVq4gIy5cvp3379ql4VJmfmOf/8a1blt/n16yhcI0n4SxfffVVAO7cuZMqWi5evAiAq6trqpSfkblw4UKi8sVsT4CrO3ZQqGpV8pUqlRrSAGjYsGGsNKUUPTt1YnDz5gy6epWAwYPJ6eTE6SVLUk1HZqZixYoJ5snv4cGtAweICA5GRLi6cydunp6JKj979uwAjB8/ntGjRz+VVo0mvfLjj8ZcbW5ubilWpslkwtvbG6UUSqXPyE1fffWVzXpAQICDlMTPfzt34lqhAgXKPHlv7tGjB8/mycMJ83qrVq149tlnWbp0KePHj2fr1q289dZb9O/fn5deeomQkBDmzJlDbjvvkBqNJu3I0IbtQ6B4IyP2e+UOHej58ss0dnZm3qFDuLm54dm5M1f37SPKyl05IjiYq9u3U9nKON05eDARgYGsatECHy8vtg8cGGedXbp0YfDgwal2TJkde+d/78iRLKxZk4W1anFt1y6aez9x/Inu0Vm5Mt5Y8Mnm0qVLABQpUiRVys/IJMawtdeeAGdXrIhl7KY0DRo0sJt+dccOCpQrRyEPDyZPm0a9nj258ddfqaols5IYw7Z4o0ZU7tCBxXXrsrBmTTCZqNW/P8emTmV2qVIEXr+OT61abOvbN9a+H374IQCPHz/myy+/5NixY7HyaDSZgXPnzgGxjb2ksn37dpycnHBycmLYsGHkzJmTv9Lp8y0yMtJm/e23344jp2Ox9//q+r595C9Rgvvm9ZMnTwLQrVs3Ro8ezSuvvEJQUBA3btxgzZo16dZo12iyHI7uun6aZRCI39mzIiLyx+efy67hw2Ve1apyddcuOXz4sDQsWFCGgmBe1qxZI47g3r17Dqk3swBI48aNU6VsT09PAaRDhw5J3jcztysgHTt2dLSMOIm+p4cPHy5hYWE2224eOCDzq1WT8KAgMZlMsqlHDzk6dapl+5wyZSQonrbLzO2aVKZMmSLGv4nUY8aMGZb2HDRoUKrVo9s1c5KR2rVXr14CyO3bt5O038WLF6VOnTqW+wSQ6dOni8lkSiWlKUNUVJQopQSQ1q1bJ2qfrVu3CiBBQUF22/bwpEkyv1o1mV+9umzo0kUiQkLkyo4d4lOnjiysXVuWPfecPDh/PtEaI8PCZLqbmzyO0Sa/DRwoh77/3tJmgPz00082eYKDg6Vt27by4YcfSkRERKLrzOpkpHtWk3hSu13N7yIJuywnJlN6XUqALKpXTxbUrClr3nxTQh48kGv79smiunVlYa1asrhhQ7l15IgsXrzY5h9CxYoV5dSpUyl2shNC38RPh7e3t8ydOzdVynZzcxNAPvvssyTvm5nb1fp+6dChg6xZs0ZCQ0MdLcvCqVOnpGLFijY6Fy1aZNn+x5gxMq9KFZlfvbpsevttiQgNlaNTpsiskiXleycnmVm8uGzt08du2Zm5XZPKpk2bBJD27dvLL7/8IiEhISleR8GCBS1tePz48RQvPxrdrpmT5LarPQMpmh2DB8vkPHlSSqIN0dd6QgQGBsq7775r84zr37+/BAUFpYqu1KJNmzYW/ZMnT44zHyA+Pj5iMpks+WO27aPr12VO2bISHhwsIiLrOnaUvxcskLmVKsn906dFROTYjBmyuWfPROs7v3atrGzRwiYtKiJCZhQtKo+uXZM//vjDpg1S+0NfRufsrbNSe2xty5JvcD7x3u4tnWZ3sqSVHl5aao+t7WipmhRGG7YpsCT1ARMWFibDhw+P9dL+4MGDJJWTVPQLVfole/bsAsgvv/yS5H0zc7ueOXNGOnXqFOsfevRSrFgxGTZsmBw5csThvQarV6+20ebu7i5HjhxJdnmZuV2TSkhIiOTIkcPuNVCkSBH54IMP5NChQ8m+Bq5du5ZmL4y6XTMnyWnXuAwkEZFbhw/LprffTjXD9tKlSwLIxx9/HGubyWSSSZMm2dwTjRo1kitXrqSKlrQgKipKqlatmuA93qxZMwHk8ePHcvDgQQHkzJkzNnkeXb8us0uVkmA/P4mKiJDVrVvL5W3bZG7lynLzwAERETnw1Vey1+rchoWFyeTJk+O8TtZ37iy+8+fbpF3askWWN21q1PnoUaxnn+6dTRyRUZHiPsxdrty3vX4HLRwk49aPc5AqTWqhDVsHGLbW3Lp1S1q0aGHzsPriiy8kMjIy2WXGhX6hSp8EBQVZ2v7WrVtJ3j+rtevt27dl6tSp0rhx4zgN3oYNG8rkyZOTdT6floiICBk7dqyNnpYtWybZ7S+rtWtSuHv3rsycOVOee+65OK+BevXqyaRJk+TGjRsJlrdnzx5t2GqeiuQatvYMpKjISFnRrJkE3ryZaoatiMjQoUMFkGvXromIyI4dO8TZ2dlyH+TMmVMWrl1ot+dr+MrhUuWzKlLz85rSdnpb8Q/yTzWdKcVPP/1kObZx4+wbNNY9tSIiLVu2lK1bt8rDhw9t8h2ZPFkm58kj0wsXlo3duomIyLW9e2VaoUIyq2RJmefpKaEPH8qSJUtsni2+vr6x6gwPCpJphQpJaECATfrmnj3l+KxZIiLy8OFD3WObTLad2ibPTnzWJs1kMkmJj0rIv7f/dZAqTWqhDVsHG7bWHDx4UIoWLWrz4Hr06FGKlC2iX6jSK7t27RJAnJyckrV/dLuW+b8yUuPzGlJ7bG2p90U9ERH5fN3nUmJ4CctLySbfTSmmOz1hMpnk+PHjMnz4cClRooRdQydHjhzy+PHjNNV1//59adu2rY2OkSNHxhqPaw99vyYdX19fGTVqlHh4eMRp8LZt21bOmudEiGbkyJGW7W3atElVjbpdMyfJbVd7BtKRyZPl8KRJIiKpatiKiN17JK5xs9Y9X9tObZOISKPHcOSqkTJy1chU1ZkSRERE2BxntWrVxM/PL1a+Y8eOCSCzZ88Wk8lkGW8bTciDB7KieXMJuntXIsPDZc2bb8o/ixfL4hYt5OaBA3L06FF5PV8+6WBV1+rVq59af4UKFSzlTZgw4anLyyr0WtBLpu2cZpO259weqf25dkPOjGjDNh0ZttGYTCZx+5+b0B7x/MTTYqT4PfaTl394WSp+UlFe/uFlefA4aa7L+oUqffLDDz8IIPny5UvW/taG7b1Htm38+brP5but3z21xoxKWFiYrF+/Xrp06SLFihVLFcPWP8hf3pr5llT5rIpU/ayq/HXhL/lszWdS8/OaUntsbWkxqYXc8L8hvr6+Ur58eZsXq6VLl8ZZrr5fU4awsDDZuHGjdOvWzXLeX3zxRcv22bNnW9LLly+f6np0u2ZO7t27J4GBgXLp0qVE72PPQDrl4yPLnntOosxupqlt2F6/fl0A6devX4LjZu31fImI/Hr0V+n2Y7fUkhiLI5Mny/zq1WV+tWpyxNtbRESC/fxk5csvy08VK8rKl1+WkDiGdn388cc2z+A8efLYHbP/xhtvCCABAQHy33//CSBTpkwREZGzK1fKlt69LXlP+fjIup49ZZRVua4g3xQunKLuwq+88oql/Pv376dYuZmZsIgwcfvATW4/tPWYGrh4oIz7VbshZ0a0YZsODVsR+0bKiFUjZOLmiSIiMnHzxCR/IdUvVOmTvn37CiBlypRJ1v7asHUsPeb1kJ/2GrNUhkWEiX+QvzwMfuK2NmXHFBmwaIDNPqtWrbJ5ubI327a+X9OGF1980dIOEydOTPVxa7pdMyf37t2TDz/8MEkuovYMpDlly8oMd3eZU6aMzClTRr5TSn6qUCE1JCcZez1fIiJtpraRxfsXp4mGu3//LfOrV5fwoCCJioiQn196SR78+6/sHjFCDkw03o8OTJwou0fG/X7UsGFDm+fvnTt3YuWJOXlUhw4dBBA/Pz/LjPdBAQEycsQI6QzyHMhYkMJmo9N37lxZ2759ih33yZMnbTRv3rw5xcrOzKw9vlZaTLKdlCsiMkKKflhUTl446SBVmtQkvRi2GTqObVqx7sQ6ej7TE4Cez/Rk7Ym1DlakSQmiY9gWK1bsqcpRKFpObkm9L+rx494fLenTd02n1tha9F7YG/8g/6eqQ2PLo5BH7P13L32a9AEgh3MOXHO7kj9XfkueoLAglFI2+3Xo0AERISIigjFjxhAYGJimujVPaNeuneX3xx9/TM6cOWnYsCG//PKLA1VpMiL9+/cHIDQ0NFH583t4cOvAASKCgxERru7cSf1hw3jv9m36X7lC/ytXyJ47N30TEcs7tQmPDGf9yfV0rN/RJn3Cpgk4Z3Ome6PuaaLjwZkzlGjcmOy5c5PN2ZnSL7zA+TVruLBuHdV7Gu9H1Xv25MLauN+PDh48yNy5cy3rGzZsiJVHKcWpU6cAuHPnDqtWrQLAzc2N3ZcuseL0aca6uhL13XdEFcvFvf+rzPIPyqDaQcnhRfhuw0R2tCpE1dFVqTW2Fu1mtCMgOGkxZkNDQ+ncuTNKKWrXrm1Jf/bZZ1m0aFGSysqqLD+0nK4NbWMD7zizg6rFq1KiQAkHqdJkCRJj/abXhVTosS37f2Wlzvg6Und8XZmzZ46IiBR4v4BNHtchrkkqU/cUpE+qVKkigHTp0iVZ+0e36w1/Y5KcOw/vSK2xtWTPuT1y++FtiYyKlKioKPnk10+k14JeKaZbI3L86nFp8GUD6Tmvp3iN85I+C/vI41DD3fmTXz+RUiNKSfUx1eXuo7tJLlvfr2nH4sWLpUmTJuLk5GTTK/Lee++leF26XTMn0e0KyLRpsXs148JeSDBrUtsVObHY6/la+OdCafxVYwkKTbvQP/dPn5a5lSpJ8P37Eh4UJEsaN5YdgwfL1AK270dTXeN/P/L397fc5x4eHnHm69q1q2zdulW2b98eayzyqlWrYuXyF4flAAAgAElEQVQv6l5U6EaC45Bnz54txYoVkzlz5sQqw2QyyaJFi6RkyZI29fXr109q1Kgh9evXl8OHD8d7fBqRoNAgKTS0kAQE2U7K1XNeT5m1a5Z+FmdS0kuPrcON06dZUsOwtWekaMM2cxIdw3b06NHJ2t9eu9pzQb5877JUH1M9WXVo7HP48mFx6u8kBy4aIR6GLB8in62xjUX81aavZMzaMUkuO7n368OHD2XAgAEJZ9TEIiIiQqZOnSqVK1e2vEw2aNBA/P1TbsZX/RzOnFgbtm5ubg5Wk/J0ntNZ5v/xJBzNlr+3iOdoz2R9tHtafOfOFZ86dWT588/LbwMGyO8ffJBkw/bOnTuWe9zZ2TnevNGTRwEyZMiQeIcrLNq5SHgd+euvv2zSY45DtjZY/f39ZdOmTfL666/L888/b7OtaNGiUqhQIZtnkKND22UW9LM4c5JeDFvtihyDEq6Gi0TR/EVpV6cdhy4fwj2/O7cCbgFwK+AWRfMVdaRETQoR7YZaq1atZJcRFBZEYGig5fdvp3+jRskalusFYM3xNdQoWePpxGpsKFWwFKUKlqJR+UYAdKjbgWP/HbPJ061RN1YfW51mmgoUKMCcOXPSrL7MhLOzM++//z7nzp3j+eefB+Dw4cO4u7tz9+5dB6tLGS5fvsyNGzccLSPT0r17d/z8/BwtI0UJDgtm++nttK/T3pI2eNlgAkMDaTGpBV7jvBi4eGCa6anZpw89jh2jy9695CxUCNdKlcjt7s7jW8b/u8e3bpG7aPzvR8WLF7f8LlSoULx569ati7+/PyLClClTcHZ2jjPvrv92wUXDXdia+X/Op1XNVnb3KViwIK1bt2bDhg3s27fPkj5x4kSGDBlCiRIleO211yzpMYe2aDSa9EfcT4ksSFBYECYxkS9nPouRMqbNGN6o/QY++30Y1WoUPvt9eNPrTUdL1TwlJpOJ8PBwABo0aJDscu48ukO7mcZYwcioSLo16sarNV7lnXnvcOLaCRSKsoXLMudtbfCkJMUKFKN0wdKcu32OKsWqsPPsTqoVr8b5O+ep5F4JgPUn1lO1WNU00fO///0PgAvpYExeRufff/+1/A4PD2ft2rWWMZQZmfLly1O1alXOnDnjaCmZks8++4ylS5cSGhpKzpw5HS0nRcjtkhu/ybbG+oWvHPeMCbp7lzxFi/Lov/84/+uvdNu/n4eXL/OPjw+NRo3iHx8fKr4Z9/uRj48PJpPJsv7PP//EW59SCldX1wR1RY9D/uW7X+jQugO3b9+mWLFidschu7m5xfoAkitXLkJCQizrH3/8seV3x462Y5s1Gk36JssZtmVHlSVfznw4KSecnZw58tkRRqwawQZfYxKDWwG3KF2oNCJiMVIalG1ApzmdmPfHPDwKebBq4CoHH0XGxd75j+b7bd8z4pcR3Jt0j8L5CqeqjnPnzll+lylTJtnllC9SnpOfn4yVvrjP4mSXmZEICA6gr09fTt08hUIx/935bP57M+tOrCObykbR/EVZ2GuhxRMiJZnWdRrd53YnPDKc8kXKs+DdBfRd1Jdzt8+RTWWjjFsZZr89O8XrjcmxY8eYOXMmEyZMoEKFCqleX3rj3O1zdJ7T2bJ+6f4lxr85nhv+N9jgu4EcTjmoUKQCC3otwDV3/C+pJpOJO3fuWNZbtmxJ7969U017WlOtWjVHS8i0VK1qfMSaO3cugwcPdrCazMn6t94ixM8Pp+zZeWnGDHIWLEijUaPY0KkTf8+bR34PD15fFff70aRJkyy//5g4kQ0vvABKUaRmTV5dsIDtAwdybc8eXAoUAKCxtzeFmzdPUNeWU1uo61EXt9xuADRq1Ijxy8ez0XcjO4ftRET4448/WLp0KQ8fPoy1f0hICDly5KBbt25069aN5s2bx9s7rNFo0jGJ8VdOrwvJGGNrLzRLagc81+MJnmDv/IuI/Of3n7Sc1FI8RnrY3Z7SzJw5UwDJnTt3ssvQ7Zq8kDvpnaS0a0REhGVMlkYkMipS3Ie5JziBizV//PGH5MuXT7JlyybOzs6W8/nBBx+kqDZH36+AfP311w7VkBmxblcy6TjbzMLLL78sgOQHGZczp4QHB4uIyLqOHeXvBQtkc8+ectZqYqjE3LPTpk2TUj1Kyf/N+78nY2RLITm65RBy2k46FXPJnj273Vi6mtTF0c9iTeqgx9imBJ2h5tiaeI3zov6X9QF4EPSAFpNaUOnTSrSY1CJRYVZaVm+Js5Pxda5x+cZc97+eqrI1sfnw5w/5tsO3aTaG5fTp04AxxkaTPJIbcietCAgOoMOsDlQdXRXP0Z7sv7if0WtHU2tsLbzGedHSuyU3A24+VR3RoaISG2Yks7PzzE4qFKlAGbcyiX6u9u3bl8DAQEwmE5GRkYDhtuvt7Z1mutOKpxn2oEmYzDjONjPx/vvvW/4fhIeG8k6XLpgiI4kMDiZviaR79YSGhjJk2BCum67zzcBvnmx4BsJN4eRomwP3ge50mtIpludHkSJFWL58eaZxW9doNAYZ27AFdn20ixOfn7C4tH695Wte8nyJ8xPO85LnS3y95Wub/HHFHI0mvokGNE+PvfO//sR6ShYsSe3StRPYO+U4f/488PQxbLMyl+5doki+IvRa0Is64+vQ16cvQWFBAHy65lNKjyzN0oNLGf/meIfoG7piKK/WeJWzX5zl5Ocn8SzuyYhXRuA71pcTn5+gTa02jN+QfG3Tp0/Hz8+Pffv24eLikoLKMy4rDq+IFbsQ7D9XDx48SNOmTTl79qwlrV69ehw/fpyLFy+muta0JCoqCjCOLy6OeHuzoHp1FtSowcauXYkMDeXY9OnMrViR75Ui+P79tJKbYRk9ejRgjM1MqUWTcrzxxhs8ePCAR8AeoOb69cwsVgyXAgUo27IlAH98+ikLa9Vi14cfEhUWFm95OXPmZFC/QbAEiLDasApkuRC2PIzbs25T7mY55s+fb9ncvHlzzp49y1tvvZXix6jRaBxLphtEsO7EOnYP3w1Az2d60uz7ZnzT4cmXvD9H/UkJ1xLcfXSXFt4tqFqsKk0rNwXSPuB5VsTe+Z+weQK/ffBbmuq4cuUKYPQMaZJHpCmSY/8dY1rXaTQq34ihK4by9Zav+aLtF0xoN4EJ7SYwcfNEpv8+nXFvjktTbdG9yQt7LQSM3uQczjls8jxNb/KNGzd4//336dq1K02aNHlauZmC6AlcJrafaJNu77m6ceNG2rZtazH4ADw8PFi+fDmVKlVKM81pRbTxXqBAAc6fP8/x48fp1KmTZXvgjRscmzqVXqdPkz1XLtZ36sTZFSso+dxzVGjThp+bNXOQ8oxFlSpV+P7777l8+XKKlFe2bNkUKUfzBFdXV3ID1YGJwOwffiBizRpOL1nC8xMnkqdYMaLCw/mtf3/+njYN96+/jre8GTNm0Lp1a1q3bm2TfurUKWrUqMGGDRv45ptvcHZ2ZvPmzbRo0SLVjk2j0TieDG/YtpzcEoViwAsD6N+0P3ce3aG4qzGdfHHX4twNtA0VYS+cT9PKTfH5y8cy0YD+Spt6xDz/e/7dw+X7l6k93uitve5/nbpf1uXQJ4coViD1elPv3bsHQPXq1VOtjsyOvZA7X2+1fQnp1qgbrae2TnPD1ro3+eT1k9QrU48pXaaQxyUPn675lEX7F1EgVwF2Dd+VrPJLlSoFwLJly1JSdoYmegIX9/zuljR7z9XDhw9bjNo8efIwdOhQPvroowRDf2RkDh06ZPndoUMHfH19bQxbAImMJDIkBKfs2S2ume516qS11AzPRx995GgJGYbIyEjCwsLIkydPmtZbEXgABAGFihShTPv23PjrL6q9/TYAzi4u1OjVi7+++irWvp9++ilfffUVnTp1YtasWaxYscIyK701NWvWZMuWLXTvbnxQ++qrr7RRq9FkATK2K/IGODb6GFuGbmHGrhns/XdvvNnjijm69dRWvtn6DesHrye3S+60UJ4lsXf+G5RtwN1Jd7ny9RWufH2FUgVLceyzY6lq1MKTGLZ19ItjsrEOuQPYhNyJJi1D7lgT3Zs8qNkgjo85Th6XPJZhCRPaTeDat9fo3qg703+f/lT1BAcHp4TcTMHyQ8tt3JDtPVfnzp1LkyZNiIqKIm/evFy5coUJEyZkaqMWbA1bX19fsmWz/debr2RJ6g8fzo8eHswqXtzGNVOjSWnum93ahw0bRt68eYmIiEhgj5QlNGdOPIDsgIuLC1d37sTN09MSD1dEuLB2La5Vbf93/Pbbb3xlNnZXrlyJm5ubXaMWoFOnTrRq1YrAwEC6du2qP3hoNFmEjN1ja36ntO59dc/vzq2AWxR3Lc6tgFsUzfckWHhcMUcrflKRsMgwWkwyvuY1Lt+Y2e+kfpiQrEZc5z+tiYyMtPwjb9y4cZrXn5lILyF3YpLavclhYWG4uLiQJ08eTCZTlvfyCA4LZvvp7TbxmgcvG2zzXG1YriE/9fsJgOzZs3PixAkKF07dsF7phcOHD9usN2zY0GY91N+fC+vW0e/yZVxcXdnQsSOnlyyx9GBpNClFWFgYRYoUYcOGDUyaNIlp06ZRrlw5rl9Pu0kzgwsX5u/r1/kAuDpkCMXq1qVW//6sbtWKkHv3EBGKenlR98svLfv4+vryyiuvxCqrSJEiFg8sa1auXImLiwtjxoxh1KhRsT4maTSazEnGNmyzG3+ie//GtBnDG7XfwGe/D6NajcJnvw9vej0JFh5XzFFHBjzPSsR1/q258vWVVNdx6tQpwJhgpGjRognk1sSHl4eXTSxigNWDVjtIzROse5OrFKti05tcyd0Yw/k0vck5cuTg+vXrlCpVisqVK1smI8uq5HbJjd9k29loYz5XTSYTC/osIDIykqFDh2apmL9Hjx4FsMzYG3N25Ks7dlCgXDlyFykCQKUYrpkaTUrh4uJC5cqVef311wkLC2P79u20aNGCtWvX0rZt26cq+88//2TixIksXrw43ogDU6ZM4a233uI3wPXmTXYtXYqziwudf/8dgDNnzvD48WOy581r2Wf69OlQAHjxSTnZC2VnwMsD+NL7S/AATMAjcDnoQu+3ezNs2DAqVqz4VMek0WgyFhnbsG0DtcfVtun9a1C2AZ3mdGLeH/PwKOTBqoFxBwvXZE2i3QJz5crlYCWa1CS1e5NLlizJrl27aN68OUOHDmXKlCkpqD7zkS1bNho0aMD+/fvZsmUL3333naMlpRnTp09n8ODBlh7qffv2ERkZibOz8S84v4cHtw4cICI4GOdcubi6cyfF6td3pORMT0BwAH19+nLq5ikUivnvzidX9lwMXDKQ0IhQnJ2cmdl9Jg3LNUy4sAzG6dOncXZ2pmTJkty7d49atWrRrl07QkNDkzzD+/Xr1+natSt//PGHJS36ut65cyft27fn4cOHNvu0bdsWZ2dnIiMjCQgIoE6dOjRt2pRx48axcOFCfHx8AOM+iZ6cb+TIkQQFBVnmNciZOyf5B+Rn2vBpRqGHIadLThq814Ba79Rieo+nG2ai0WgyKIkJdpteF0N++kcHo05fvPfeewJIyZIln6oc3a6Zk8S2q9/Zs7Kwdm35tnhx+RDk+1y55Ii3t9w5cUKWNG4sC2rUkNVt2kjow4eprDjj0K9fPwEEkKCgoDStOz3cr0eOHLEcf/SyevVqERH5Y8wYmVelisyvXl02vf22RISGytEpU2RWyZLyvZOTzCxeXLb26ePgI3A8hydNkvnVqsn86tVlQ5cucuvaNTGZTLL3k09kbqVKMq9qVTk6ZUqC5fSY10N+2vuTiIiERYSJf5C/tJjUQjb7bhYRkU2+m+SFb19IzUNxKLt27RJAfv75Z4mKihJA8ufPn6h9Q0JCZPDgwTbX8dtvvy0PYzzrDh06JIBERETEKiMqKkp69OgR636wXrZu3SqNGjWStWvXiohIQEDAk+0lEV43ftesWVM8PT3l5MmT8uvRX6Xbj92e/gRpUo308CzWpDyp3a5mmy9B2zBj99hqNMkg2m20ePHiDlaiycgUqlKFnidOANCyRQvy7dgBNWqwrW9fmn3/PaVfeIG/58/n8Hff0eSLLxysNn1w4MABwHDlzpkzp4PVpD316tWL/ijLkiVLeOeddyyxNMuXL8+6deuoUaOGJX/dIUOoO2SIQ7SmR+yFRbq8Zg338uYl8No1ep89i8qWjaC7d+MtJ65wYArFo9BHADwMfmiZxT8z0qxZM+rXr0/nzp0JDg5m3759PP/88yxbtoxu3brFyi8izJ07l/79+1vSatasyerVq+MM0RXtcr9ixQrejuFWny1bNh4/fgzAuHHjmDZtGv7+/jg5OdG+fXvLPBgHDx6kbdu2eHl5UbNmTQoUKGD0AJcHLhpjaTt27Ggp99Npn9K5QeenOjcajSYDkxjrN70u6B5bTTKoUqWKANK5c+enKke3a+YkOe16eds2+Z+5J2FyvnxiMplEROThf//JPE/PlJaYYSlatKgAMmjQoDSvO73er2FhYTJixAibnqp27dqJn5+fo6WlOx5dvy6zS5WSYD8/iYqIkNWtW8uJlStlcYMG8uD8+USXc/zqcWnwZQPpOa+neI3zkj4L+8jj0Mdy+uZpKT2ytJQaUUpKDC8hV+5fScWjcTzRPbU5cuQQEZFnn302ljfFn3/+KQUKFLC5Pjdv3pzoOgCpUKGC3W1nzpyxlLlt2zZL+tSpUwUQX19fqVSpUuze3GwIbyO/bPrF8qwVEfly45fSdnpbmzRN+iO9Pos1T0d66bHV08Rpshx3zV/zPT09HaxEk1k4u2IF706eDMD5wEAurFsHwL+rVhF47ZojpaUrosOMhIeHO1hJ+iFHjhx8++23iAi3b9+mZcuWrFmzBjc3N5RSjBs3jqioKEfLTBfYC4tUsnlzAi5e5NzPP7O4fn1+adUK/wQmc4srHNis3bPw7uTNtW+v4d3Jmz4+fdLoyBxDtmzZ+OuvvwgPD8fHx8cyTjZPnjy88MILKKV47rnnePjwIcO/GE7tsbWpPbY2Hx/6mPzv52fyjsmMWDWCqqOrUmtsLdrNaEdAcADh4eGWpWXLlly8eNEmLXopX748ISEhlC9fnldeeYVXX32V8PBwyyRWN2/eZMyYMXz44Ye2wksB98GjiAcbNmwgIiLCEjN7ad+lWX6Weo0mS5MY6ze9LugeW00ycHZ2TvJXZ3vods2cJLVdI8PCZLqbmzy+fVvu3r0rRUDec3aWRXXryp9jx8q0QoVSSWnGA3OPS+7cudO87ox2vx4+fFiKFStm01O1Zs0aR8tKUQYMGCBJ+T8e8uCBrGjeXILu3pXI8HBZ8+abcmDmTJmcJ48c+v57ERE5t3q1LGvSJN5ybgXckjL/V8ayvvfcXnltymuS//38lt4+k8kk+QbnS/pBZUCaNWsmgGX+ieilW7duEhAQECt/ZFSkuA9zlyv3r8i2U9skItIYQzty1Uhp+VnLeMfNJmXZunWrAFKlShUpWLDgk23NESo9yVf6mdLiOdpT7j66m9anTpMMMtqzWJM4dI+tRuMAwsPDiYyMBKBRo0YOVqPJDFzesoWideuSx93diA954AAzIyPZWbMmVbt2xTULhbWJj4CAAMvvrDi+NqnUr1+fW7duISIsWrQIgHbt2nH69GkHK0s5mjZtmqT81mGRnLJnp1L79tw9fJh8pUpR2TxWuVK7dtzz9Y23HOtwYIAlHFiJAiXY8+8eAH4/+zuVitofO5rZ+N0cZmfmzJlUq1aNs2fPIiIsXbqUAgUKxMq/88xOKhSpQBm3MrSs3hJnJ2O6lsblG1PYo3CyOyvuWo2NnjVrFvXq1ePXX3/l3Llz+Pv78/vvv3P1xlVUaQVXnui5VuoagaGBtJjUAq9xXgxcPDBVz5dGo0m/6MmjNFmKkyeNOLrZsmWjUKFCDlajyQycWb6cql27WtZrlCvHzJkz+d9771H3339pPlC/ZAF8+umngHHv7dq1y8FqMhbvvPMO77zzjqNlpDidO3eme/fuHDx4MFEfGu2FRXKtWpUCRYvy3++/U7N3b67t2UPBypUTLMteOLA3vd5k6IqhRJoiyZk9Jz/2+DElDjPdo5SK9oJLFCsOr6Brw66x0uf/Of+pJm4qUqQIIkKnTp0YNGgQFSpUoH379gBcunSJcuXKAWDyMfHA+wFubm4A5N2Sl/8e/addkDUajTZsNVmLgwcPAjqGrSZliAgO5ur27bScM8eSdnb5cnLMmMH4vHnZun8/z02b5kCF6YfoXiFPT09q1arlYDWa9ICTkxNgzIq7efPmBPMXb9SIyh06sLhuXZSzM+516lC5Rw8K5MnDpu7dOertTfa8eXll7twEy/Ly8OLIZ0ds0ppUasLR0UeTdzBZhPDIcNafXM/E9hNt0idsmoBzNme6N+r+1HWsXLmSvXv3EhISAmA3vu7GjRstvz/66CNt1Go0GgBUUr7SpTeUUpIR9N+/f5/ChQs7WoYG6NevH3PnzsXDw4OrV68+VVm6XTMnKdmuLi4uhIeH4+fnl6U9BN577z1mzZoFQNWqVTlz5kyaa9D3a/qkcuXKnD9/Pkk9htbodk1b1p1Yx4xdM/jtw98saT5/+TB7z2x2DttJbpfcKVaXvbYNCwtj3bp1dOnSxXLNRERE4Oys+2kyCvqezZykdruaPUsS/IKlx9hqshTRMWxLlizpYCWarEB0j4Obmxsmk8nBahyHtevxjBkzHKhEk94YO3asoyVoksDyQ8tt3JC3ntrKN1u/Yf3g9Slq1Npj48aN5MyZk86dOyMi1KtXj6NHj2qjVqPRWNCGrYbVq1fToUMHR8tIE27evAlA+fLlHaxEkxXIli0b/v7+AHh7eztYjWPYu3cvFy5cAIzJgl588UUHK9KkJzp3NsZkRg8T0aRfgsOC2X56O+3rtLekDV42OE0mbrp48SKvv/46AK6urkycOJEDBw5Qt27dVKlPo9FkTPRnLg0dOnSgRo0ajpaRJty7dw/QMWw1aYerqysmkylLjgHz9fWlWbNmiAhOTk78+GPWmIxHk3iSOs72aTni7c3fc+eCUhSpWZNXFyxgW58+3D5yhGzZs1O8YUNazJmDU/bsqa4lo5HbJTd+k/1s0i58dSHV6zWZTHQ1T9DXsmVLtm7dmiWfpxqNJmF0j20Wo1atWiilLCFv5s+fD2AJzJ7Zefz4MYD+yqtJU7LiS9j27dupXbu2ZRzc7t27qVKlioNVadIjlSpVYsuWLaleT+CNGxybOpW3jxyh16lTmKKiOLtiBZ7du9P77Fne/ftvIkNCDMNXky4ICQmhd+/eHD1qTOr1888/Z8nnqUajSRzasM1i/PzzzwBkz56du3fv0qdPHzw8POzGqsuMRBv01apVc7ASjSZz061bN8vvcuXK0aRJEweqSd+cu30Or3FeliX/+/mZvGMyD4Ie0GJSCyp9WokWk1rgH+TvaKmpQvQ4W2dn5yQv0WMsrZcGDRrEWZdERhIZEoIpMpLI4GDylihB+ddeQymFUopiDRsSeP16Gh25Jj7CwsJo3LgxPj4+5M6dm/Xr1+Pq6upoWRqNJh2jDdsshqenJ48ePQLA3d2dIsCYfPnw8fLCx8uLqfnzc3TyZP4cO5bZJUta0i+lgYtYWhD9pTc4ONjBSjSazE10T62zszOnT592sJr0TZViVTjx+QlOfH6Co6OPkjtHbtrVacfXW77mJc+XOD/hPC95vsTXW752tNRUoXPnzhQtWpSoqKgkL0CstLCwMLv15CtZkvrDh/OjhwezihfHpUAByrZsadkeFRHB6cWLKffqq2ly3Br7mEwm9u3bx7lz5/D19aVixYrs27fPMsZWo9Fo4kIbtlmQfPnyWWZovQeE/+9/9DxxgneOHsU5d24qtmsHQL0PP6TniRP0PHGC8q+95kDFKUf0eK5bt245WIlGk3k5f/48fn7GWLzly5eTM2dOByvKOOw8s5MKRSpQxq0M606so+czPQHo+UxP1p5Y62B1qYOTkxN37txBRJK81KtXL1aar6+v3XpC/f25sG4d/S5fZuDNm0QEBXF6yRLL9h3vvUeppk0p9fzzaXXomhjcv3+fl156iaZNmxIREUHTpk05cuQIXl5ejpam0WgyANqwzaKY40Hx7rvv8t5779GxY0f+27kT1woVKFCmjKPlpRrRYQG0YZt6rFy5khEjRjhahsaBHD9+3PI7q8y4nlKsOLzCEk7lzqM7FHctDkBx1+LcDbzrSGkZnqs7dlCgXDlyFymCU/bsVGrfnht//QXAX+PGEXLvHs0nTXKwyqyLr68vDRo0YPfu3QAUKlSIzZs3Z5mhUhqN5unRhm0WZ8GCBSxYsIBffvmFUa++SpUuXSzbjk+fzsJatdjauzeh/pljbFd280yX/pnkeNIbs2fPpnPnzhZ3d03WpESJEpbf8+bNc6CSjEV4ZDjrT66nY/2OjpaSKcnv4cGtAweICA5GRLi6cydunp74zp3LlW3baL18OSqbfi1yBHfu3OG5557jypUr1K1bl+vXr1OuXDny5MnjaGkajSYDoZ/gGt59912OHDyIpwjNhgzB398fr0GD6HvxIj1PnCBP8eLs/ugjR8tMEXLkyAFAQECAg5VkPn744QcGDRpEnz59mDNnjqPlaBxIkyZNLN4RJ0+edLCajMOWU1uo61EX9/zuALjnd+dWgOFdcivgFkXzFXWkvAxP8UaNqNyhA4vr1mVhzZpgMlGrf3+2DxxI0J07LHvmGXy8vPhr/HhHS81yXLp0yRK14Oeff6ZkyZIOVqTRaDIiOo6tBoACt25RqVkzHu/eTaFChThx4gS13Y2Xq1r9+vFrmzYOVpgyRBu2ukcxZRk3bhxjx47lgw8+wNvb29FyMg0PHjzg6tWr1KlTx9FSkoyLiwuRkZHkypXL0VIyDMsPLbe4IQO8UfsNfPb7MKrVKHz2+/Cm15sOVJf+iJ4rIik8N6u7Y3YAACAASURBVG4cz40bZ5P2kXm2fI1jMJlMDB48GIDnn3+e8uXLO1iRRqPJqOgeWw0AZ5Yvp2aPHpZZJp/38mLRokUAnF+zhsI1ajhSXooRbdgGBgY6WEnmYfjw4YwdO5bPPvssyxm1AcEBdJjVgaqjq+I52pP9F/dz4r8TNP6qMV7jvKj/ZX0OXT6UrLK9vb1xc3PLkGFyVq5cSVBQEADFixd3sJqMQXBYMNtPb6d9nfaWtFGtRrH99HYqfVqJ7ae3M6rVKAcqdDwxwyI59XJixu4ZWSYsUmZl2bJlHDt2DHd3dzZt2kQ27Q6u0WiSS3JmIUwviyE//XPv3j1HS4iX8KAgmVaokIQGBFjSRpQqJcNAvihYUH59/XUJvHnTgQpTjqpVqwogXbp0eeqy0nu7pgX9+vUTQL755htHS0kxktKuPeb1kJ/2/iQiImERYeIf5C8tJrWQzb6bRURkk+8meeHbF5JUf0BAgAACSNeuXZO0b3rh33//tRxDsWLFHC1HRPT9mtmIjIoUuiGL1yyWEatGyMTNE0VEZOLmiTJy1UiHaPrnn3/E3d09UXkPT5ok86tVk/nVq8uGLl0kIiREruzYIT516sjC2rVl2XPPyYPz51NZsWM5c+aMvPLKK5ZnxaxZs2y263s2c6LbNXOS2u1qtvkStA31ZzEN2XPnZrCfHy5WMw9+e+0aZadOZbS/P/337ydPsWIOVJhyRE9E8fDhQwcryfh07dqVn376ienTpzNy5EhHy0lzHoU8Yu+/e+nTpA8AOZxz4JrbFYXiUajh6v4w+CElXEvEV4wNP/74I66urgCcOnWKZcuWpbzwNKBSpUq0atUKyNjj2Y94e7OgenUW1KjBxq5diQwNZVP37syrUoUFNWqwtXdvoiIiHC0zS7LzzE4qFatEkVxFWHNsjU1YpBW7FsRqt6s7d7Kobl18vLxY3qQJ/hcupLim06dPc+fOnQTzBd64wbGpU3n7yBF6nTqFKSqKsytWsGPQIFovXUrPEyeo2q0bB778MsU1phfWrl2Lp6cn27ZtA2DQoEEMGDDAwao0Gk1GRxu2mjh5//33+fPPP7l//z7ZsmWzTOyQkcmfPz+gXZGfFm9vb1asWMGCBQv43//+52g5DuHSvUsUyVeEXgt6UWd8Hfr69CUoLIjJXSYz4pcRlB5ZmuG/DGdi+4kJlhUUFIRSigEDBvD6669jMpmoXr16GhxF6hHtlh4aGsqZM2ccrCbpxGV8eHbvTu+zZ3n377+JDAnh77lzHS01S7Li8AqGtB4CwJU7VyxhkfIGmbgf5OcQo7FixYqJziuRkUSGhGCKjCQyOJi8JUqAUoSb538If/jQSMuELF++nHbt2lnWN27cyMyZM1FKOVCVRqPJDGjDVhMvzz77LLdv3wYgX758Dlbz9ETHw9OG7dPRokULANzc3BysxHFEmiI59t8xBjUbxPExx8njkoevt3zNrN2z8O7kzbVvr+HdyZs+Pn3iLOPhw4copcibNy8AR48eZf369ZniBe/SpUuW3xk1ZIc946P8a6+hlEIpRbGGDQm8ft3RMrMc1mGRihYtSmREZPTwJDPiEKOxQoUKRu02WmKTr2RJ6g8fzo8eHswqXhyXAgUo27Ilr8ydy+rXXmN2qVL8s3gxDUdlvjHVN27coHv37gAMHTqUiIgIWrdu7WBVGo0ms6AN2zTk3LlzjpaQLNzd3YmIiODmzZuOlvLUuLi4ABCh3Qefiho1alC8eHHeeOMNR0txGKUKlqJUwVI0Kt8IgA51O3Dsv2P47PehfV1jAqCO9TvGO3lU5cqVAWjWrBkmk4m6deumvvA0Yvfu3YBxz3l4eDhWTDKIy/iIJioigtOLF1Pu1Vctad27dyc4ONgRcrMU1mGRSpcuDSEw7LNhADzOk43CeQony2gUEQ4ePMjQoUNZsmRJknVFf/y9detWvPlC/f25sG4d/S5fZuDNm0QEBXF6yRKOenvz1ubNDLx+nRq9erF72LAka0jvXLjw/+ydd1gU1/eH36E3QUCwIVYUUFCxlxj9Ro1GjV1sscdoYjTWGFNEY8HEiFHzUxODvUTsDQ1qorHHgtiwo4iigihSBBbu749lJ6AobdkFnPd55oGdnbn3c/fu7O6Zc885N2TD38/PTy4LpqCgoKANFMNWRwwYMABXV1d9y8g1hw8fRpIk/vnnn2KR3VTzwyMxMVHPSoo+165dA9R33d9GytiUoYJtBa5Gqm9YHQg9gHtZd8rZlOPQtUMAHAw9iIujS5bnJyQk8OjRIwD+/PPPYuGlzYhmKXVSUhKff/65ntXkntcZHxr2f/opTi1a4PTOO/K+devWFdkbmNpg9erVDB8+PEfH5id++eWySGWSyzB/13wAlh1cQu2HZtkajbs/+YS5c+dSt25d2QNvYGBA48aNWbBgAXv27Mnz63Ajm/jdO/v3Y1O5MhYODhgaG+PSrRsRR4/y6Px5yjZS3yhz9fYm4tixPGsorGhukDs6Oha7zzwFBQX9oxi2OiA+Pp7Vq1cXqVIoQgiaNGnCu+++S8mSJYtkyZGscHBwAJBLkSjkHSsrKz755BMWLFjw1nqpFvZZSL9l/fD08SQ4PJgpH0zhtwG/MX7jeGpPq82UrVP4dcCvWZ77/vvvy//7+PjoSLHu6N+/v+yRXrRoEcuXL9ezotyRpfGRbmgcmzaNxMePaTVvnny8JryhVjEpjZYX1q5dy2+//ZbtcfmJX86qLNKRX45AeSg3phx7Tm7hI5sW8rw5d+jAoZUrCdm3j3KNGyNJEu9PmsTxDRuYOHEiwcHBVKpUiSlTpnDx4kU5s2Z+ErdlZ9haOzvz4MQJUhISEEJw58AB7N3dSX72jCfpNwzvBAVh7+aWZw2FFU0NebdiODYFBQX9o6wBKWCSk5MJDQ3FysqKL774Qt9ycsTJkydp3LgxABs2bMDb21vPirSHxuuseGy1w+LFi1m6dCnu7u6EhYXpW47OqeNch9PfnM60r7lLc858e+aN5yUlJXHkyBG+//57li5dyqxZs5g5c2ZBStU5BgYGXLp0iSpVqhAeHs6QIUPYtGkTu3fv1re0HJHR+DAyN+fOgQOUqV+fkGXLCNu3j54HDiBlqLd57tw5AIyNjfUlWe9Uq1ZNznKbHZr4ZUNjYzkONuNS79fFL1uYWhA9PzrTvqpOVSEQHgQ+oE+PZpzeuoF+/mtJAbyBe0AbwFGSeL9/f9rb22N+5w4/btmS98G+gewM27KNGlG9Rw9We3khGRlRum5dPIcPp4STEzu6d0cyMMDU1pZ2/v4Fok+fbN++HYBDhw7pWYmCgkJxRDFsCxgrKyt27tzJkydP9C0lW4QQtG3blv3792NkZERsbCzm5ub6lqVVSpcuDSgxttpCkiQ2b95M9+7duXz5Mu7u7vqWVCTQZAT95ptv6NChA15eXkRFRVGqVCk9K9MuRkZGhIaGysmj8rO8U9e8zvj42dIS64oVWdekCQAu3brR9Lvv+Pfff/WsWP/kNCtwxvhlI3NzKrVtm2X88v9+/jnHfYeEhODp6cm8TZtoC0wxN8fa1pbKzZrRafVqbu/ZQ8XvvkM6fx7J1paWBWg0ZmfYAjSbNo1m06Zl2ufStSsuGbIFF0cCAwP1LUFBQaEYoxi2BcgPP/xASkoKbm5uhf4u/vnz56lTpw4A/v7+DB48WM+KCoZy6ZkwFcM2b5z281MvD5QkHDw8aLd8OaabNzMR8K9Zk9aDB9Nm6VIMC/n7XZ+oVCoCAwPl2r9169YFYPDgwezcuVOf0goECwsLWrZsKSeTqlGjBhcuXMDExES/wnJAVsbHeJUqy2NPnXp9kjDI+trZN3QokadPY2BsTNmGDYv8tZNTwzZj/LJpyZLs7NmTy2vW4N6/P5B1/HJ2eHh4vDEbsS6NxpwYtrqmWbNmdOvWjfHjx2d7bFbvVUNTU4588w3XAgKQDA2pM3IkXqNH50qDZhmygoKCQkHxVsTYXrp0Sece09u3b/Pll1/y8ccfY2FhodO+c8vAgQNlozY2NrbYGrUAVapUASA1NVXPSooeb4qL++TGDX4Crl++rNT1fIm5c+fSrdt/8YCaUhf79u2TY5M7duzIrl279KJPFwQFBfHee+8B6qRjy4rhe+RNHtu3pSZuRsP2xYsXHD16NMvjchO/bG9vT3JystY0Xo28Sp1pdeTN+nNr5u+fz8SAibh+64qnjyddf+nK04SneWrf0NCQc+fOyQmp+vXrx+7du/V+M/XYsWMsXLgw2+Ne9169uGIFz8PDGRIaypArV6jRu3euNSQlJeVFuoKCgkKOKdaGbVpaGnXr1qVWrVqsXbtWZ/0KIWQD6tdfs04cU5hYtWoVVapUQQhRLGrVvokyZcrI/7+tCY/yw+vqelatWhVPT08CTp7keXi4vmUWKqpXr87WrVu5cOECaWlpbNy4EVCvktCUn9IkVjp//rzedBYkRkZG7N+/X34cXgzfI7dv35brZGfF21ATt3LlyoB6VcKyZctem3Qwy+RJbm5y/HKH9evl+OUnT54wbNgwrWmsUaYGwVODCZ4azJlvz2BhYkHXul1p496Giz4XCfEJoXrp6szeMztP7SckJBAQEECXLl0Adabsjh07YmJiIs+1s7MzX331FRcuXNDauLJDkiTu3LmTo2Ozeq+eX7yYJt99J8+LpaNjrjW8ePFC/j+7FQ4KCgoKeaHYGrbHjh3D0NCQ4OBgNm3apNNyE02bNgXg6dO83fHVNY0bN+bWrVv6lqETDDIke8mu1qBCZrKr63n86FG8gFXKD5ZMaGr9enp6cunSJXl/TEwMhoaGAHJsbadOnXQvUIdoDHlra2s9KykYGjRokOX+vNTELYpo5vfu3bty2EdWZIxfXuHhAWlpeA4fTtCIEcQ/fMi6Jk1YWacOx6ZPx9vbm9WrVxeI3gNXDlDVoSoV7SvStmZbjAzV0VmNqzTmXkzebjKYmJjQo0cPtm7dKmdYFkJw79495s2bR7169QgPD8fX1xdPT0/Z2JUkiebNm7N48WKioqK0OUwgb/HPGd+rT2/e5Ooff7C6fn02tW9PzPXrudawdOlSAHr27Pnaa0VBQUEhPxQ7w1YIwbvvvkuzZs2wsLAgMTGR7t2761TDiRMngKLz4y28WTh0A/ev3ak/oz4APjt8KD+xvLxca8+FopP0JTs0xkRkZKSelRQtsqvr+c/YsTg0bMiyAweIiYnRo9LCx4UDBxgLLPf0ZCzwPdDJ1pY/P/2UecbG+Jmb84ORESPCw9k/dSq17OxY26QJKzw82NKpE0nFJDZNE1d78uRJPSspGBo2bJjl/rzUxC3K3Lhxg6pVq77xmGbTpjEkNJTBFy/ywerVGJmaMl6l4uObNxkYHMzA4GCafvcdK1euBMjRMtrcsuHfDZnq4WrwP+pPe4/2Wu2rfPnyjB07ltOnT8vGblpaGqdOneKLL77A0dGRo0eP8umnn+Lg4CAbu9pa3ZCX+OeM79XUpCQMzcz46PRpPD/+mL1DhuSq/zNnzrBo0SIAJkyYkGv9CgoKCjmhWBm2Z8+excDAgMOHD7Nq1Sri4+MxMzPTuQ7NF1FRqdNmZGQEu8F0j2mm0iVjW4+Vl2x94PGBHhVqFyMj9V15xbDNHTmJi5ty/Dig/hGn8B+1/vc//AA/YHpsLDalSnERmLt4MXWmTGFsYiKjnz8nCfDZvJn3YmKo8+mnSIaGPD5/nt+rV2eBtTVn5s/nyLffssLTk5V16hDQti1x9+/rd3C54J10w23fvn1FZkVLbpg1a5acJCsjua2JW9TJaNi+KaFTTjA1NaVixYqMTk9UFBYWJof65IdkVTI7zu+gZ/2emfbP3D0TIwMj+jXql+8+skOSJBo0aICfnx8PHz6UDd6EhAQ2bdrE8OHDsbOz00pfLi4uOTrude/VEk5OVE93Erh07crjkJAc952WlkaDBg149uwZXl5er70BpKCgoJBfsjVsJUkykyTplCRJ5yVJuiRJ0rT0/aMkSbohSZKQJOm1NSokSUqVJCk4fduRYX9NSZKOS5K0UpIkg/R9KyRJipAkyTT9cSlJksKy0yiEoFOnTtSrVw+AuLg4Pvroo+xOKzCcnJw4ePAgV69eZdy4cXrTkRsGDBhAcHCwvmXoBE2G6kePHulZSdEip3Fx+/fvJzExUYmheglN4pQvPvgA++rVuRcXB8D06dM5duwYDw4fJho4eukSZQwMcO/fn4HBwfQ5ehRTW1uMLCyo1rUrDSZOZFBICAODg6nasSPHp0/X46hyx+LFiwF1rN3vv/+uZzXaxT+9fEyrVq2QJInGjRvLMY25iSktDnz22WdyvoYJEybkOLbzdWiSUB0+fJgSJUpw+/btfJeNCbwYiJezF6WtS8v7Vh5bya6QXawdthZJkvLVfn4wNzene/fuLF26VC6VlV9yati+7r1arUsX7h48CED4oUPYVq+e475jY2PlGxz//PNP7sUrKCgo5JCcfJMmAf8TQtQG6gDtJElqDBwFWgPZfWMlCiHqpG8fZtg/DvgQOA20zbA/FcjVGhcDAwN27drFkiVLEEJo7YsgP7Rq1QpfX1/8/PwKvWdCQuJ8+fPQBb5Y8oW8f9Ffi/D08WTIiiHExBefpaWaODDFsM0dOY2LM0//EdqoUSM9Ky5cmJiYMH36dGKPHMH5ww+xtLTky0mTaApsbtaMgL598eyjXhZZ0tWVmzvU9wGvBQQQGxZGyapVsalYEdMMIQ4p8fGgxx/guSVjZtiOHTvqUYn2GTx4MEIInj9/zqBBgzh58iSVKlVCkiR8/P2p3LlzjmJKizrh4eF89913ssd23rx58uug2Tp06MDatWuJS7+5kx2aFSDvvvsu9vb2AHzwQc5XESUmJrJx40Y6d+4sa+gyrgsRhyPkY/Ze3MucvXPYMWoHFqaFu5JBXsjpUuTXfc43nDyZa5s3s8LDg3+++or3c5HBW3Njo3z58oW+SoSCgkLRRsrNMiFJkiyAI8BIIcTJ9H1hQH0hRJbZDiRJihNCWGWxfwUwAfAGbgkhAtP3hQAjAHegJHBaCFHpNW0LjSGbkH53sbDw5OpVdnp7c/PmTRwdHVE9fMg7M2aQGB3Nje3bkQwMsHB0pP2KFVi9IcmGLrj/9D7lSpZDMpegPRzyPUSNMjUoZVUKCYlvt3/Lg2cP8B9UcAXtdYmzszPh4eGMGjUqX3FbUVFRctIfhcxERkZStmxZ5s+fz5gxY/QtJ1doY14117+GZ7du0Wz6dBKiozk+YwaPAI/atWkwcSJPKlSg1bvvMg24BKwDvhk+HM/bt3kRHU3VDz/k5KxZvPvTT3iNGgXAP19/zeVVqzCxscH7r7+wcHDIl15d0adPHzZs2ICBgQGJiYk6rWWrj+v15s2b9OzZk3Pnzsn7fvnlF0aOHKlXj6CuUalU/PXXX6xbt45169ZlWb7H2tqavn370rdvX5o1a5Yp0R+oPX0tWrQgPDycR48eUa9ePW7cuIGNjY08r0IITp48ybp161i7du1ry/z16tuLQJtAbvneopS1+txqU6qRpErC3lJtODeu0pglHy3R5sugV27cuIGLi4tefie1adOG/fv34+7unimBXnYo37HFE2VeiycFPa+SJCGEyPaLM0eGrSRJhsAZoBrwixDiywzPhfFmw1YFBAMqwFcIsS19f11gCXAdGCiESE03bHcBHwD/ADvJxrB9/PgxcXFxXL16lbp1677yZVgYeBYTw85GjfgwKAgzOztM0pdoXf71V55eu0bTuXP1rFDN48ePmRk4E5dKLnzW4jN5/92Yu/Rb2Y9/vigeS4guXrxIUlIS9vb2VKpUKc/tqFQqOV5X4VWuXbvG8+fP5RCBooK25zUtNZWNHh503LeP09OnExUcTOUlS3B1dZVXl9wNDOTfn34i+elTqqdnDtW8bjGhoexo2ZJeISGYv1RiI2T+fFKTkqj75ZcUdpKTk+XyJqVLl8bJyUmn/ev7eo2NjeV6hkyyBgYGuLi4YGX1yn3ft4bU1FRiYmJ48uQJz58/f+V5ExMTPDw85MdnzpyR9505cwaAGjVqcPXq1Szbt7Kyws7ODltb27f+s1oIwdmzZ/Hy8tLpTRXN7zMADw+PXN3M0vc1q1AwKPNaPCnoeXVwcMiRYZspHX12G2oP6l9ArQz7woBSbzinXPrfKunHVn3DsSuAHqgN6MuAIxD2huOFBkAMGDBAFEaCN24Un4EARFpamrz/xKxZ4s8RI3SiITo0VKyoXVvefi5RQpz28xO3/j0ufmvaQCyvVUus7dROSJ0Qw3yGifsx9+Vz5/05T3gv9daJTl1Qr149AYj27dvnq53Hjx9rSVHxRKVSCUDExMToW0qu0Pa83t63T6xt2lQIIYR/zZpiR69egvTPg+f31dfZDm9vsaN3b7GyTRsBCMv058+eOSM2tGwp/N3ds2z7aViY8K9ZU6t6C4ouXboIQFhYWIjU1FSd919YrtfU1FQxb948+T0AiCZNmog7d+7oW1qh4erVq8LHx0f4+Phk2r9w4cJMrxsg9u7dKypWrCimTJkiLly4oCfFRYOXX7u+ffuKXbt2ieTk5ALpLykpSTRv3lwA4rPPPsv1+YXlmlXQLsq8Fk8Kel7Tbb5sbdVcLUUGkCRpKhAvhJib/jiMN3hsXzp3BbBLCLEpu+clSVoHHAMmiGyWIoO6duzx48cL1XJkDdv69sW2Vi1afv01jo6ObBo2TK/LCNNSU1lSvjz9Tp5kWd9O/N40AWMrS+KjozA6GsnVs2n0X9af4PBgJCQqlarE0v5LKVuyrE51FhQtWrTgn3/+oWXLlvz11195bkdZTlM80fa87h0yBEcvLzyGDOGXUqUwL1UKQysr/rxyhYaentirVDy5epVKbdrwvr8/KnNzOtna0jT9fMnAgG4LFtDwM/Uqipjr17FNTwRzduFCwg8dovOmLD9SCxWVK1cmLCyMrl27smXLFp33Xxiv1+fPnzNq1ChWrVol75syZQozZ87Uo6rCzcyZM/Hy8qJ169YYGxsTFRVFUlISTk5OOfr+P+3nx4Vly0CScPDwoN3y5UQcPcqhiRMRaWmYWFnRbsUKbHMYk5oXrkZexXvpf6EKt6JuMb3zdAY0GYD3Um/CosOoZF+JjZ9sxNbSNt/9acYsgCRbWw6UKsX57dvpgDrRShLwBxCNOvllv3796NevXyZveW4RQtCzZ082b95M6dKluXDhAg65/K1TGK9ZhfyjzGvxpLAsRc6Jl9YBKJn+vznqJcIdMzwfxms8toAtYJr+fynUy47d39DXCqBH+v8109vOkcf2zp07AhA3btzQ0r0B7aBKShIL7OxEXGSkOH78uADE0KFDhRBqj+2R777TuaaMHqSfS5SQvcjP7t4VCytWFICIjY3VuS5d0a5dOwGI+vXr56sd5a5j8USb86pKShKL7O1FXGSkEEKIuMhIkapSibTUVPFZ1aqiJ4iUlJRXzuvUqZMAhDEIHxBmIIYMGSLS0tLEtm7dhH/NmmK5h4fY3LGjiL13T2t6C5L33ntPAKKmnjzMuZ3X0AehorZPbXkrMaqE8AvyE9Fx0aL1T61FtSnVROufWosncU+0ou/69euiTp06IuP3mkL2PH78WJw9ezbT6/a6uRvt/4ko3cdI1PquluiyqItY27OzuLB8uVjm4iKiLl8WQghx9pdfxJ6BA3WmX5WqEqXHlRZhUWFiYsBEMXvPbCGEELP3zBaTAiblu/3Ye/fE0kqVRHJCghBCiO09e74y5r9mzhRzGzQQ9evXf8Wrq9maNm0qFi1aJB49epSp/evXr4u//vpL3Hvpc+jzzz+Xzz179myetCvfscUTZV6LJ4XFY5uTgNSywF+SJIUA/wJBQohdkiSNliTpHuAEhEiStCzdoq6v+R9wA05LknQe9RJmXyHE5Rz0iRDiEnA2J8eCOiEQQPf0OmuFhduBgdh7emJZujSNGzdm0aJF/P7776xcuRLXvn25tnmzzjWFbtiAa3r21VK1amXKvpoaHQ2oyzUUVzRxjTnNyKmgkFduBwbi6OWFZWl1SRHL0qUxMDREMjDg+z//xBlo3br1K+ctX74cgM49euADVK1ZE39/fwwMDHjRqxeDL15kUEgI3XbupEQRqRmsKdkSnf4ZU9ipUaaGXMf7zLdnsDCxoGvdrvgG+vKe23tcn3md99zewzfQVyv9VatWjXPnzhXKVUeFHU3GX81r97q5a1WlBd8dKc2pMYdwcaxGgOEFdfJGSSI5NhaA5GfPdJrQ8cCVA1R1qEpF+4psD97OwCYDARjYZCDbgrdppQ+hUqFKTCRNpUKVkPDKmM0liYatW/Pvv//KPw7T0tI4ffo048aNo3Tp0hw7doxRo0bh6OiIJElYWVkRFBSEi4sLrVq1wsnJiX/++Ue9FFCSMiVmrFu3rlbGoaCgoJAtObF+C+vGS3e2R4wYUejudu/w9hbHfv5Zfvzk2jXRrVs3AYgdX34ptnXvrlM9L3uQoq5cERvbtBGrvLzEUR8fsdDOTjRt2rTQvY7aZNSoUQIQFSpUyFc7yl3H4ok253WHt7cI8feXH2tiaoUQ4t9588S89Hjvl70dQgiRmJgohBBiyZIlAhC2trbCxcVF9oJcv35dazoLmvDwcFn3sGHD9KIhP/O67+I+0XS2epVL9a+ryzkI7sfcF9W/rq4VfQp5QzOvgIiIiHjl+YxzJ4QQp+fPF/MtLcXHHiXEu4MqCiGECD98WCy0sxOLy5cXv7u5iRfPnulEuxBCDF4+WCw8sFAIIYTN5zaZnis5uqRW+tCMeVGpUmJX375CiLyNOS0tLZMX19LS8hXP7qVLlzI9PnfuXJ51K9+xxRNlXosnRcljW2SYN28eAPv27dOzEjUpCQncCQqiYoZ6jYcnT6bj1auMA7bOmUO9adN0qullD5K9qys9//yTj86cwbVPH0pWrcr6QbpJtwAAIABJREFU9esBMmXwLE7Y2qpjll68eKFnJQrFGc31X71bN3nf4UmTWOHhwQpPT8L/+ouPd+4EyDJDsJmZGQCffPIJJ0+eJCYmhh49ehAaGgqAi4sL7u7uReJ9rPHWAvz22296VJI3Nvy7gT4N1atcHsY+lPMNlC1ZlkfPlXrYhYUbN268si/j3L2IieHG9u18fPs294e+Q50Eey6vWcMZPz+679nDiHv3qDV4MH+PG6cTvcmqZHac30HP+j1zdZ4kSTn+fs445hH375MSH5/nMb/82yo+Pv6VY9q3by//n5qaSp06dXKkU0FBQUEbFGnDtjlw1MeHJeXLs7JOHTY2aYIr0K5dO31LA8DYwoJR0dGYWFvL+zpv3szgixf5MTWV5UCFWrVIS0vTmaYr69fLy5AB4h+pf5SJtDROzJhB7REj5GXdPXr00JkuXWJnZwdAUlKSnpUoFGc017+pjY2874PVqxl04QKDQkLoumMHVmXLymVL/vzzz9e21bBhQ4QQzJo1ixo1aiCEYN26dVy5cgVzc3MePHhQ4OPJD3v37gXAJsNrUVTIq/Gh8HquRl6lzrQ68mb9uTXz98/nSfwT2sxrg8vXLrSZ14aY+JhctasxbBcvXgy8Ond39u/HpnJl/E79irGRCcM+GE3E0aM8On+eso0aAeDq7U3EsWNaHO3rCbwYiJezF6Wt1TeaS1uX5sFT9bX84OkDHEs4vvbcaTm8Ka4Zs4WDA4bGxrh065brMScnJ5Oamsr9+/ez7e/u3bsAdOrU6a2q1aygoFA4KNKG7cX0v/XGjmVgcDADg4P5Yom6oLoujcW8YGBgIBePNzU11UmfWXmQQtev5/fq1fF3dcWqXDlqDR4MwMiRIwkJCdGJLl2jydqWkpKiZyUKCuDl5YWNjQ3vv/9+rs7r06cPaWlp+Pv7Y53h5llhIy0tjY0bNwLQuXNnPavJPfkxPhSypqDilzWG7aeffkp0dPQrc2ft7Mymm3vZGbyDNUPXcPfgQezd3Ul+9own164BcCcoCHs3N+0O+DWsP7Ve9iYDfFj7Q1YeXwnAyuMr6Vwn6+vFwcGBtWvX5qgPa2dnHpw4QUpCAkII7hw4kKsxv3jxgnLlymFkZMTQoUNz1KeVlRXVq1cv9DfcFBQUih9F2rB9msW+4cOHA/8tSy7M2NracvbsWVQqFTNmzCjw/rLyINUbM4ah164x9No1Wvj6yndYf/rpJwACAwMLXJeuKZeeGEQxbBUKC3fu3GH06NG5Pk+SJAYPHiwnRCuMREVFkZCQAECjdA9RUSKvxodCztBm8qSMS5Fv3rz5ytydt4zhgFsyfTZEs7F+I0hLw3P4cNr+9hs7undnZe3aXFq9mnd//FE7g3sDCUkJBF0Oolvd/240T24/maDLQbh87ULQ5SAmt5+c5bk+Pj457qdso0ZU79GD1V5erPDwyDTmP959Fz8zMw6MHo29uzsAiU+eENCmDctcXAho04aEqKhcJ3zz8PCgVq1alC1bPEoEKigoFB1yXce2MCFJkjgydSqXVqzAxNqaMvXr0/Knn3BwdiYuLq7QZJfMrrbTuXPnKF26tGxwFRY0Rm5heR21xfXr16levTqSJOXLs6/UYiueKPOqfTSfJSNGjJCXieqavMxrQlICFb6swK1Zt7CxUN8QjI6LptfSXtx9chdnO2cCRgRgZ2lXEJLfCoasGIKXsxej/jeKkqNL8nTBf7esbcfYEvPzm5cja+ZVkiTq1q3L2bNnkSQJ/1X+TDgzIdPcVZtSjSRVEvaW9gA0rtKYJR8tKbjBFRBJSUmYmZlx5coVXF1defjwIaXT82bklMcXL7Krd2/6nzqFoYkJm9q1o83ixYT89htmdnY0mjyZk76+vIiJoeUPP7yxLQsLC3799Vf69+8PgJ+fH1988UWex6dB+SwunijzWjwpLHVsjQpMgY6oM3IkTb79FkmSOPLtt/w9fjx79uyhRYsWxMbGFuolehoKayr848ePF0uPbYUKFQC1wa5SqTAyKvKXgc54mvCUYSuHcfH+RSQk/Af5cy/mHj47fLgSeYVTU05Rv1J9fctUKGTY29sTHR3NpUuX9C0lV1iYWhA9P7O3yt7KngPjD+S6rauRV/Fe6i0/vhV1i+mdpzOgyQC8l3oTFh1GJftKbPxkI7aWtvnWXliRJImHDx/i6Ogox8DO7jZbK21n9NiG3w5/Ze5uzHo1uVRRRBO+NGPGDNasWUOZMmXYtGlTrsodPrlyhXKNG2NsYQFAhXff5frWrRz5M4A/OllgMG0DaaoUrj8KpcOXHdj9125wBtKAWOAwkKxuKyEhQTZqAcaOHUt8fDxff/21dgasoKCgkEOK9FJkyFwX0vPjj3lw6hTvvPMOULxrseqCxo0b5zhBRVFCk20WIDIyUo9Kih5jNoyhXa12hH4fyvmp53Er60at8rXY8ukWWri00Lc8hUKKiYkJoI4NfFvRdV3cwogmi64mM70245c9PDx4/vy5vDpg6tSpLF68mKioKG0OodBgb2+fKc42t0ZkqVq1uHf4MInR0aQkJHBrzx6eh4djHRZDyPeXCJ4azLlpIRirBI4JjhABbAa2AM+A2m9uf8GCBbkdkoKCgkK+KfKGbVyG5ATXt26lVK1aADRr1ow1a9boS5ZCIcfAQP3WV5Jb5JzYxFgOXzvM0ObqBCImRiaUtCiJW1k3apSpoWd1CoWRtLQ0Jk2aJN9A8vb2zuaM4sHevXvfmBE2Y1zpH3+twPQrf5bXqkW51SfYdm4rZxctYlm1asyVJBKKkWF29uxZAIyNjQHtxi+fP3+ekydPZopV//TTT3FwcECSJHnr168fu3fvLvI5FjLG2bZr146rV6/m6nx7NzcafvklAW3asLldOxxr18bgpdVLB64coFScAcsXLlcbtpqopEdANmH9X375Za70KCgoKGiDIm/YvlwXspWfHwAbNmwA4Fp61j8FhYxolh/fu3dPz0qKDrce38KhhAODlw+m7vS6DFs5jPikV+sYKihoGDVqFD/++CNCCCwtLemWISN7cSY2NvaNz2tqqz6PiOBxfBSjjp9n8MWLlFSZ8CA6gvLNmtFz/36sK1bUkWLd8O+//8r/5yd5UlZIkkTDhg35+eefEULIW0JCAgEBAXTp0gWAdevW0bFjR0xMTGRj19nZma+++ooLFy5ob7AFzLBhwwAIDQ1l6tSpgLpubG7wGDqUAWfP0vvwYczs7Cjp4oJF6dKyw2D1IX+aPM0ifrwG8IavzooVKzJw4MBcaVFQUFDQBkU+uPCD1auz3O/k5ARA9+7di9SXlYJuMDExITk5WfHY5gJVmoqzd8+ysM9CGlVpxJgNY/AN9OX7Lt/rW1qRIKv4ZHNjcz5e9THXH13nRcoLyliXYf3w9ZgbmzNizQhepLzAyNCI/+v3fzSs3FDfQ8g1MTH/Jf65dOnSWxPPXq1atdc+lymu9LkKAFViIobGxqgSEpBKGVC6kOZdyC8ZDdus4pdv/7aK/v6RIJni4OGItaEFQgiOfPMN1wICkAwNqTNyJF65yCBubm5Ojx49XqnLHhERwcaNG1m3bh2nT5/G19cXX9//loHfv3+/UGf11YTUuLm5Ua9ePUB9w1bzf3bcvXuXhMePiQfe8fCg5bVrtN25k6offsillSupO2EcO8/vZHm9Qaz7+//+O7EO6jjbN4Qr37lzh27dunHo0KG8DU5BQUEhjxTrXxkTJkxg7ty5+pahUAgxMzMjLi6OR48e6VtKkcHJ1gknWycaVVGXbOnh1QPfvcU3HlDbaOKTN43cRLIqmYTkBHot7YWNuQ1ze86lXMlyzAmcg1tZN3ot7cXUTlNpUrUJHRd0pOWPLaloX1E2houK0du6dWt59Yy5ubme1eiOqlWrAuoEdS8vSc4UV2oNDpal+LG6E/aSJdZt36GMXeHKjq9NTp06Jf9/9+5duT4qwPOICM4uWMDgy5cxNjdnR69ehG7YgBCC5+HhDAkNRTIwIF5Ln9nly5dn7NixjB07Vt4nhOD06dMcO3ZMjgMuzHz55ZfMmTOHM2fOyPsy/p8dI1GvKE69cIH1QIWwMPpPnszOXr1Yve1nKlY1xbFHF/gp3bB1ASoAe2D27NmcOnWKrVu3Ztl2y5Yt8zgqBQUFhbxT5Jciv4kff/xRTlahoJARTYzX8+fP9ayk6FDGpgwVbCtwNVIdy3Ug9ADuZd31rKpo8Lr45NS0VELuhTC0+VCeJTyjvG15SlqUREIi9kUsYzaMwb2sO13qdpGTdU3aPImpnaYSPDWY6Z2nM2nTJD2P7vUMHTpUrrE7YsQIPavRHTbptcIfP378ynMZ40pfxMTg+cgMloxnxP37/JkWSjPj13t7izq3bt2iZMmSgHq56v/93/9lel6oVKgSE0lTqVAlJGBVrhznFy+myXffIaXnRbB0zHlCqdwiSRINGjRgzJgxmZIMFlZ8fX0zLbvOzQawGJgL+KF2wA4fPhxze3t6HThA1JB3+eLTn2jetq26MyfAEwgCUtWr4l5n1M6fP59+/foV+PgVFBQUXqZYG7agrq+moPAymvdFxqWSCtmzsM9C+i3rh6ePJ8HhwUz5YApbz27FaaITx28dp8OCDrzv976+ZRY6Xhef/FnLz3iW+AyrUVYMXD6Q1LRU4pPimd97PuMDxrP25Fp2XdjF7G6zZWNYY/QCPEt4RrmShdvD5+6uvvkRGhqqZyW6J2P5GXg1rvTO/v18ZP0Oh+4cw9XHnevlJTpE5q4eaVGjQYMG8v8azzZAifLlqT9hAr86O7O4bFlMbWyo1LYtT2/e5Ooff7C6fn02tW9PzPXr+pBdLPjtt9/kuOLXIUkSz+KfvRL/TBPAGGgPdIWPlnz02jauXr1KlSpVtKZbQUFBIacU66XI+qbS5EqUMCuBSBOYmZhx+pvT8nNz981l4qaJPJ73mFIllELVukZj2D579kzPSooWdZzrZHofA3T16kpXr656UlQ4eblmqSaGdkaXGUQ8jWDTmU0cvHKQOhXqoEpTcXjSYe5E32FCwAR8A315lviML977go2nN2JhYkGtqbXwbuDNz71/Zn7v+bw//30mBEwgTaRxbPIxPY70zahUKnlppJubm57V6J7r16/TtGlT+fHLcaXWzs7Enwhm78J/MTI3J3DQIMrUL57xtRoaNGggewwzGrkvYmK4sX07H9++jWnJkuzs2ZPLa9aQmpSEoZkZH50+zbUtW9g7ZAh9/vlHX/KLLNHR0QwfPjxHx5a0KokQglmzZv23MyDnfT1//vytiadXUFAoXBR7j62++Wv8X/w9+u9MxkD4k3CCLgfhbOesR2VvN9bW1oDisVUoGLKqWVrWpiz7r+znPbf32DlqJyZGJuy+sFuOW+5ZvyfR8dGcvXuWlcdX8m71dzl79yy+3XyRJAlLU0t8A31Z/Pdi/Hr5Ef5DOH69/Bi6cqi+h/taHj16RFpaGgDt27fXsxrdcz0b72LZRo2o3qMHq728WOHhAWlpeA4fztkFC1ji5MTze/dY6enJvvQMuMUBd3d3bt26BYBjhmXFd/bvx6ZyZSwcHDA0NsalWzcijh2jhJMT1bt3B8Cla1ceh4ToRXdRx87OjlWrVsmPy5XLfqVHburYe3h4YGZmxo8//vjKEnMFBQUFXaEYtnpg7B9j+aHHD29cDlQQVJpcCQ8fD+pMq0P9GfUzPTd331ykjyWinhefmolvQmPYZleWQ0Ehvxy4coDqpatTuVRlAk4HMLDJQA6EHqCVaysArM2suRp5lYOhB7Ext8G9rDvlbMoRHhOOk60T8cnxuDi60MOrh2z0dvNSLxHsWb8np26felP3eqVcuXJyrOKoUaMIecuMkpeXImdFs2nTGBIayuCLF/lg9WqMTE3xGj2aEffuMV6lYuT9+7y/bJkO1OqG/v37y1mjVSqVvN/a2ZkHJ06QkpCAEII7Bw5g7+ZGtS5duHvwIADhhw5hW726XnQXdSRJ4qOPPpJjbCMiIjLVwn0ZFxcXkpOTc9R2aGgoISEhJCYmMmHCBEqUKKEl1QoKCgq5Q1krUoBISLSd35ZUVSqfvfcZw1sMZ0fwDsrblqd2hdo5bqd58+YcPXoUgDJlytCwYUN5q1+/fq6yN/41/q9Xlj6/jR5kKysrAF68eKFnJQp5YcKECWzYsKFI1CHW1CxtXq059WfU5/3571PFoQrLBy1nzYk1pKalUne6evlpw8oNmfLBFDrX6cyYDWN4/PwxY/8Yy/LBy9l5fifuZd259fgWh64domWNlhwMPYiLo4ueR/hm2rZty44dO0hKSqJu3boEBQXxv//9T9+ydIJSai4zQgjOnTuHl5cX8F8Sv4CAAHr06CF7ryUjI0rXrYvn8OGoEhPZ3a8fZ/z8MLayypeR/3KIwK2oW0zvPJ2ImAh2huzExNCEqg5VWT54OSUtSuZvsDrk/v37r/XAvm7MA5oMwOekD/QE4oADQAY79nU3ZTp27MiuXbvkx5s2baJGjRr5H4SCgoKCNshrRr3CsKnlF14iYiKEEEJcvn1ZePp4ikNXD4mGMxuKp/FPhRBCVPyyongc+/iNbSQnJwtAuLi4iDJlygjgjVtUVNRr23pdf93/r7sIvhucIz3FhY8//lgAomLFinlu4/Hjt+O1KmykpqYKQAwbNqxA2tfmvCalJAn7L+xF5LNIIYQQNp/bZHq+5OiSbzz/3J1zot739YTHVA/ReVFn8STuifjn2j/Ca7qX8PTxFA1nNhSnw05rTW9BkJiYKHr37i3MzMwEIKysrPSiQ9fXa926dV/5fG7Xrp1YtWqViI2N1amWwsratWszvT6VKlUS58+fz1UbeZ1XVapKlB5XWoRFhYl9F/eJFFWKEEKISQGTxKSASXlqU18AYuDAgdkel3HMEwMmio/mfqR+7T0RNHjzb4vXbbmdr9ygfMcWT5R5LZ4U9Lym23zZ2obKUuQCRJOt1MHKga51u3Lo2iFuR92m9vTaVJpciXsx9/Ca4UXks8jXtqFZKnTt2jUePHjwygSmpqYSGhrKqlWr+P777+VSClmh8SDX+74evx7+FSBPHuTigIODAwCJiYl6VqKQW0aOHAnA0qVL9awkezLVLAVKW5fmwdMHADx4+gDHEm8uXaJJ1hXiE8K2z7Zha2lLc5fmnPn2DOennufklJPUq1ivwMeRH8zMzFi/fr2cFTkuLo7evXvLsbfFlbNnz6JSqdi/fz9DhgzBzMyMvXv3MmDAAKytreXstCVKlOCTTz7h0KFDOn1NRHoCJ33St29fhBAkJyczefJkwsLCqF27NpIk0blzZ6Kjo7NvJI8cuHKAqg5VqWhfkbY122JkqF7A1rhKY+7FFP6VIBmZOXMmK1euzDbzeMYxbzy5kdXfrlY/cR2omPt+rays2L59e+5PVFBQUCgocmL9FtaNQuyxjXsRJ2IT1XflwyLCRJPZTUTghcBMx+TEQwoIZ2dnrWjSeJAfPnuYZw9yceGHH34QgChZ8s0eszeh3HXUPWlpaQIQvXr1KrA+tDmv3ku9hf8Rf/nxhI0TxOw9s4UQQszeM1tMDJiotb6KAm3bts3kvdQlhel6ffr0qVi+fLlo3br1az1hbm5uYsaMGeLmzZsFogEQP/74Y4G0nR8ePnwo2rVrl+m1+O6770RKSkqWx+d1XgcvHywWHlj4yv6OCzqK1cdX56lNfaJ5rTSkpKQIlUqV6ZiMYzYYZJD5PfdRzr20dnZ2Yvjw4cLHx0ckJiYW2JgK0zWroD2UeS2eKB7bYs7D2Ic0n9Oc2tNq8/4v79PBowPtarXLVRtRUepETjt27NCKJo0H2dHaMc8e5OKCJhtnTpNjKBQOJk2aBMDatWv1rCR7Xq5ZCjC5/WSCLgfh8rULQZeDmNx+sh4V6p7AwEBat24NwN69e4mMLP6fNVlhY2PDoEGDCAoKyvSFfP36daZPn46rqytXrlzhm2++oWrVqkiSxO3bt7XW/9OnTwHonp5tuDDh6OhIYGAgQghOnz5N2bJlmT59OsbGxkiSxObNm/PdR7IqmR3nd9Czfs9M+2funomRgRH9GvXLdx+6RuPd7tGjB6COhTUyMpI98y+P2dzcPM99bdu2jaVLlzJ16lQ5OZyCgoJCoSAn1m9h3QCx//J+UXd6XVHbp7Zo5ttMXH94XRs3BrRKXu9idOjQIdMd2PyQ0YMc9yIuzx7k4sLu3bsFIIyNjfPchnLXUbdovLUffPBBgfajzGvBoomRBsScOXN01m9RnVeVSiUuXryo1TbHjRunte8WXbF69epMXkMNeZnXbee2iTbz2mTat+LoCtF4VmMR/yI+31r1xc8//yzHvT59+lQAomPHjkKIV8dc/evqYtnaZerX0xxBj5x7bA8dOqST8RTVa1bhzSjzWjxRPLZaYuSakawdtpbgqcH0bdiXGbtm6FuS1ti9ezedOnXSSlsZPcgNZzbMkwe5OKHx2KampupZiUJO+f777wHYsmWLnpUo5AcDAwO5HIifn1+xj7XNL4aGhtSsWVOrbc6bNw8LCwuttlnQ9O/fHyEESUlJXLlyJV9trT+1nj4N+8iP917cy5y9c9gxagcWpkXrdcnI6NGjAahduzbW1tYsXryYXbt2cfbsWXnMoaGhuLm5cS3oGsPmpNdHdgHu5rwfGxsb7YtXUFBQ0AJFvtyPJEnEJqprkT5LfCYvty3qnDt3DoDly5drpb0qDlU4P/X8G48J8w3TSl9FAU1pBOVHddFh6tSpNG/eHFNTU31LUcgnv/32G7179yYyMpJZs2bxzTff6FvSW8eCBQv0LSFPmJiY4OrqmufzNSECS/v/l3xu1LpRJKmSaDOvDaBOILXkoyX51qoPnj17ho2NDe3atWPfvn2MHDmSeg3rYTLQhD9G/QEp6uO8P/dmV9ouEhskkpaS/j0YD1gCzkAaEAscJlMZIDs7O9zd3XU5JAUFBYUcU+QN22UDlvHBgg8wNzbH2tyaE1+d0LckrfDhhx8CYG9vr2clxZMyZcrI/8fFxcl1bRUKJ35+fgDs27dPz0oUtIG3tzdff/01N2/e5MSJ4vGZXVT4888/ARg0aJB+hegJC1MLoudnzrZ8Y1bWNVuLItbW1ixbtoxhw4YxbFi6RzYVkv2TadWqFWvWrHml5u39B/cpP6E83AFsgH9RLzpuANROf5xOjx495PrDCgoKCoWNIr8U2W+/H3tG7+Hej/cY3Gww4zaO04uOJ1evsrJOHXlbYG3NmfnzeXDmDLvbtcO/Zk02dehA/JMnqFQqXrx4QWxsLHFxcURFRfHkyRMePXokb/fu3WPChAk8ffqUu3fvcvDgQcW7qEUMDAyQJAmAiIgIPatRyI5x49TXtVKeqfhQvXp1AP7++2/9CnnLGDNmDKBe4lyhQgU++eQTPStS0DZDhw7F2tqa33//HTs7O44fP44QgoMHD2YyaoOCgpAkifINysNzIA6IQG3UAjxC7cHNQKlSpXQzCAUFBYU8ULQ9tm1h66Gt7BitzhosLAVpbdJYPiTz8l2NAQOv1u7TPH55f36QgG+B1mPHMgBo8cMP9Jg0iQaXL7PM3p6c+pzmzp3L3Llz5ceenp6cP//m5cQKOcfAwIDU1FQePHhAjRo19C1Ha+zbt49BgwaRkJAgv681NTNBHVcs/kvAJu/X/M34XMbrQvO8iYkJpqamJCUloVKpSE1NJS0tjbS0NIQQSJL0Stsvt2NoaIgkSRgYGMg3GTTnZdSj2ezs7Hjy5AmlSpXCzs4OU1NThBBYWFhgZWWFEAJjY2NZw8s3gYQQmJqaYmlpiYmJifw6aLRnHPecOXMYN26crEWjV7OBegl7UlKSPA7NZmRkJGdvNTExkY9/ub+Mr0HGpAeaudG8niqVSv5fc67meZVKRUpKyiuJEzTHvLxpdGs2zZgzzl/GeXxdO697f+SV+Ph4ZdWEDgkNDZUz5967d49atWrpWZFCQfDs2bMs9+/atYuePXvy4sWL/3ZWAW5mcXAN4Bby55SFhQXh4eH8+++/NGjQoCBkKygoKOSLom3YBgH9INUyVR0LUgZ4qv+4SRcgWi0FB8DSwwOAa8DHkGPD9mVCQkK0IU8hHWNjY9mw1QYqlYpr165lGX+U0WAraGbNmlWgZVQSEhLy3UZKSkqez33y5AkA7wAN0/c9ADYCqvTHnVGvostL5GZ8fDz//vtv9gcqaI231ai9GnkV76Xe8uNbUbeY3nk6A5oMwHupN2HRYVSyr8TGTzZia2mb7/5iYmIA+OGHHzh27BgAI0aMAOC0nx8Xli0DScLBw4N2y5djlF7K5cDnn3Nx+XLGxMXlW4OCfpkzZ05mo9YAqAicfunAOqjjbG/Ajp07OHXqFNu3b8fMzIxq1arpTK+CgoJCbijahq2Ame1m8nuZ3zGQDChhWoJvWnxD+ZnlMTQ0lD1yGQ1dAwODTF4Uc3NzjIyMMDIywsDgv5XZmvNNTExk7wiAkZERJiYmGBllfuk0xwL8OWwYjnXrMv+zz/ijRQscHz9W1+SbN4+jU6cinj9/7ZBSUlIwMTFh48aN9OzZE5VKJcezKHEt2kUzh5qajhpu3rxJ1apVc91eTEwMNWvW5MiRIzRr1gyAx48f4+joSO/evVm/fn3+RecAT09PDh8+DMAvv/wC/OctBDA1NZXfwxm9gRo07/2M14mG1NRUIiMjiY2NxdbWlhIlSlCiRAnMzc2xsLDA3NychIQETE1NM3kGNZ5ZgKSkJJ49e0ZycnImr29qaiqSJMlaMnovNceoVCq2bNnCvcuXaWVszJ2ePYlNTKT6qVMMLFWKqEqVKPH0KeVu3cLo/n26de4se1MTEhKIi4uTjWqNB1ajS3OctbU17dq1y+RNfdm7K0kSpqamstaMHlaVSoUQQvamanjZS/vyDbisPNmazyXNlnFuDA0NMTc3l+dJ4/nWHKN5nHEujYyMMDQ0lD9dq9mJAAAgAElEQVRLJEnCwsICY2NjjIyMMDMzw8jISH6PGBsbY2xsjImJieypNzU1xcLCAjMzM8zNzeU6lmlpaZk+QzU1ojO+BwD5s/Srr75izZo1ALi5uXH+/Hn5M/RtoUaZGgRPDQYgNS2V8hPL07VuV3wDfXnP7T0mt5+Mb6AvvoG+zOkxJ9/9+fr6AlCyZEl69lTXMzU2NuZ5RARnFyxg8OXLGJubs6NXL0I3bKDWoEFEnj5N0kufkQpFl6+++ooOHTr8t8MJiAIyRnm4ABWAPeqHM2fOJCQkhISEBMzNzbG1zf9NFgUFBYUCISc1gQrrRiGsw6dKShKL7O1FXGSkEEKIqCtXxNqWLcUqLy9x1MdHLLSze+P5kydPzlSjr0uXLnLtODc3twLV/rZhZ2cnADFjxgx53969e3Nc3zGrml2auRJCiIiICPlxUlLSG9tKSUnJhfI3c/nyZbnf4lovbrGvr/gahGOJEkKVnCw2d+ggbu/bJ1JVKrGhZUvx/P59Md/SMk9tF9fXrLBx4cIFYWVlJb9XfXx8CrS/wj6v+y7uE01nNxVCqGuM3o+5L4QQ4n7MfVH96+pa6ePixYuZ6pG2b99eCCFE7L17YomTk0iIjhapKSlavZ5yQ+iDUFHbp7a8lRhVQvgF+YnouGjR+qfWotqUaqL1T63Fk7gn8jmFfV4LI1FRUaJu3brq90ErBC4Z6tQ6IeiOwOz1dWyjo6N1olOZ2+KJMq/FE6WObTHldmAgjl5eWJYuDYC9qyttAwL46MwZXPv0oWQ2nkBfX18qVaoEwP3799m2bRsArq6uBAcHF6j2tw2Np0mztBVg1KhR2Z4nhODnn3/O8rlHjx4BMHLkSMqXLw/854XXsGjRIjkeU+MlNDY2luu05pevv/4aUMfCFtdEHyO+/JJ648Yx+vlzvjcxwcDCgkpt23Ju0SKqfvghVmXL6luiQjbUqlWL58+fy+WbYmNj9axIv2z4d4NcW/Vh7EPKllS/h8uWLMuj54+00kfNmjURQvDdd98BEBgYyKpVqyhRvjz1J0zgV2dnFpcti6mNjV6uJ40HO3hqMGe+PYOFiUUmD/b1mdd5z+09fAN9daKnuGJvb8/Zs2fBECgPhGV4sglgDLQHugLNXj1fG+EoCgoKCgWBYthqmSvr1+Pa57/C7/Hpho5IS+PEjBnUTo9nygqNUbR9+3bgvyV7oF6q97Yt0ytoNIZtxiQbN27coHfv3vLj1atXZ0rgBdCyZUu++OKLLNt0cHDggw8+YMkSdQ3E1NTUV5atf/755/JzGdH82MwPkZGRbN26FVCXVCmuvIiJIfncOQZeucL3wLaAAP6cPZtrAQF4pb++CkUDzVLlhQsXZvrMe5tIViWz4/wOetbvqZP+pk2bRlJSEnXq1GHgwIFYSBIh69bx8e3bjLh/n5T4eC6tWqXX6+nAlQNUdahKRfuKbA/ezsAmAwEY2GQg24K36UVTcUOoBLt674IU9fJ0AAKADcDW9O3oq+dZWFjoTqSCgoJCLlAMWy2SkpDAnaAgqnfrJu8LXb+eLY0a4e/qilW5ctQaPPi15w8cqP7i9vT0BKB58+byc3fv3i0g1W8vlpbqOgaahCrR0erahnPm/BfLFhUVxcSJE9myZQun/fxY4OxMg8OH+aVpU1QvXrB36FBW1q7NCk9PtvfoQXJcHDt37gSgWbNmmWIOc8KtW7fyNaYhQ4YA6tjxFStW5Kutwsyd/fuxqVwZJ1dXklUqLgJ/T5nCg4sXWVatGr9WqkRKQgLLlCQnhZ7Vq1cD6pUNHumJ9t42Ai8G4uXsRWlr9Uqf0talefBUndTuwdMHOJZw1HqfJiYmnDt3jlu3buECBJ46hWu9erxITsalWzeOTp1KzI0beruedOHBVoAOHToghJC/B3OC5qawgoKCQmFDMWy1iLGFBaOiozG1sZH31Rszhm4nTzL02jVa+Pq+MTPu3r17+fDDDwHYs2cP4eHh8nO//vprwQl/S9HcdX6enszLx8cHAGdnZ/mYsWPH0qpVKwZ3786JuXMZHx5OkKcnTuXLc3vrVlr5+THw/HkGhYRg7ezMuUWLMDAwYPHixRw9epR79+5l6tPf3/+Nmq5fv57n8cTFxREYGAhA165dc21Ua4Pk5GQ522pBYu3szIMTJ0hJSMDAwIDpAwYQ5ebG+GfPCOnYkeFhYRhbWDDsxo0C16KQP7y9veWbSaGhoXTt2lXPinTP+lPrZSMO4MPaH7Ly+EoAVh5fSec6nQus78qVK7P3xAmaVahAZHg4VlZWBMyeTf1x4/g0MpLhYWE6v5507cF+m4mIiMDW1jbbrP2azOUVK1ZUPLYKCgqFlmJv2IaFhXHgwAF9y8iWuPQyCr///jsA48ePl5+bPHkyXl5eetFV3EhISKBDhw74+PhgbW0N/Bfbt2jRov+WY2Xg4MGDADy6f5/RwFggbO9eTkyaxEV/f3Z6e7Oidm0urVrFqTlzWFmnjlxCo0KFCnI7kZGRDB069I368rMUU+PxB/jtt9/y3E5euH//PlWqVMHU1FTOCF2QlG3UiOo9erDay4sVHh6Qlsb/nTvHTz/9xC+//ELFihULXIOC9pg0aRJ90kM4tm3bxtKlS/WsSHckJCUQdDmIbnX/W+kzuf1kgi4H4fK1C0GXg5jcfnKBaijbqBH1Bw9mcY0azLSz42poKA1Hj5bDYnSNPjzYxZnTfn4sr1mT5bVqsatPH65euoQkScxr25YFTk4Me/o0q1DaTGh+o/Tt27fgBSsoKCjklZxkmCqsGznIXjt48OAcZ7ktKHKaKSzjcUZGRnIGwtTU1IKS9tZw8+ZNYWtrK7+m/v7+wtvbWwDC1dVVpKWlCUCsWrUqy/NTUlJEcxAzQCwqVUrs7NNHLHRwEE/DwsS2rl3FXCMjMd/SUiwsVUrMMzERp/38xKq2bcVYEAurVBFLK1YUY1+TYTLjFhISkucxmpubC0BUq1Ytz23kliNHjmTSP3/+fJ31/ToOHTok64mPj8/1+UrGRv2QlJQkz9uAAQO03r4yrzknLi5OlC9fXp6P27dv67R/76Xewv+Iv/x4wsYJYvae2UIIIWbvmS0mBkyUn1Pm9c3E3rsnllaqJJITEoQQQmzv2VPUB1EfRG8QUvocW+bg+wkQly9f1pl2ZW6LJ8q8Fk+UrMg6IqsEOhEREXK24cKEJoPt+PHjZc9ddsuDFN7Mn3/+iSRJVK1alZiYGJYvX44QgsGDB+PoqL7rHx8fz5496oJ9/fr1e6WNw199xQJLSzpLEqnA06go7h8/jiohgTX163N9+3asypXD0MwMkZqKcYkSVOvalY/27WOlnR2f37pF1a5duZADve7u7nkeqya7rC7isZcsWYIkSXIc+N9//40QgjFjxhR439nRokULIiIiAHUc9Q1lOXKRwMTERF4+v2XLFj2rebuxtLTk3r17XLig/tSqXLky9erVk2sTFySFwYNd3BAqFZPHj8dQktgWEEAs6uTHQaitVYD4N5yvSaDo5OSEq6trwYpVUFBQyAfF3rB97733AAgPD+fIkSNIkoSTk1OhjuM6efKk/P/QoUP1EitZlBFC4Jsez/z+++8DcOrUKYQQDBo0SD7OJj0W+sWLF4wePRrgldf6eUQEoRs20M7fn1qDB+PUqhVpwMO4OEpUrkzldu0wNjeneo8elGnYkLSkJKyrVuV+ejmE27dvA3Dy/9k776gorjaMPwssRUEQQUQQEBRUsNfYu4maWBF7icaWqMEajb13EeygxGhULLH33nvDXrErRSlK393n+2N3J7uwdFD0m98598DOzty5c+/szH3v21atQkbJmh48eAB9ff1sX7e3tzcApZ+rqalpnkxCBw4cCIlEIqQzevHiBUiiQYMGuX6unFC8eHHh+kuXLv2FWyOSWdQRktVmjyJfFg8PD5DEmjVrcO3aNRgZGWHKlCl5es4CRgXw3uc9zAv8F6uiiGkRHB1xFI9mPMLREUdhWdAyT9uQX5g9ezaMjIxQq1YteHt7w8bGBrt27cpSHWZ2dij/22+wXL4cEwAkAHgIoAiAigCGAugLIK3EcPr6+kJQw9atW4uL7SIiIvmab15iUqdacXBwQL169QD8p13KjygUCpw9+198/VmzZn3B1nx9HDx4EHp6ehg7dizc3d0RGhoKkqhevXqqfQsXLgxAKQiqX9yJiYmp9qNMBhNra7y9cAHSmBiYFC0Kg4gIJERFoeKgQSCJB0FBiAkJgdTMDCsvXRL8TAsVKoTB33+P0Lg4RGTQdldX1xxd+8SJE9GwYUMASi20sbExtm7dmqM6NUlKSsLKlSvRokULxMfH49WrV3j//r2WP3h+QiqVgiSePHnypZsikkmkUikAoGrVql+4JSKa9OnTBwqFAp6enpg8eTKSk5O/dJO+eZo3b46xY8ciKSkJFy9ehI+PD8LCwtCmTRu8e/cu0/UkREbi5cGDmAVgGgBDAFUAGACQAfAFcBFAWmG65HI5li1bBolEgj7pZHUQERERyQ9884KtJvlVu6QmKSlJMI8FlNpDS8v8szIdEREhmOzmV86cOQNA2Ze3b9/W6s+UFClSBIAyzcjGjRsBKNMYTJgwQdjHzM4O1UaOxK727REdEoLQGzeQ9P49JAYGMG/RAvsGD4YsPh7x798jOiQECbGxCAZQvXp1PH/+HADQ1tExQ21tbo3z8ePHheAeJOHp6Qk/P79cqVudR7l3797Ytm0bJBIJKleujIULF+ZK/bnJkSNH8PatMtiMs7PzF26NSGaxtrYG8F9AN5H8g0QiwebNm0FSWIAQyV2eP3+OXbt2QSaT4eTJk2nuZ2tri549e+LEiRMICwtLd/FOnRrtEwk5ifqDB8MRQDQguMc4tWoF2wzaNnv2bNSoUSOrlyQiIiLyWfm/EGydnJwAaEeozY+UK1dOyKUKKNPQ5JYZMkk0a9YMEokkW9pqkrC2tkarVq1ypT15hVqoU2vq00NTsO3cuTMUCgW6dOmC6dOnQyKR4OjRo0iIjMTjnTvxS0gIBoeHQyaX4z0AKycnWLVvj/43b0Kir49y3bvDolQp3P/0CZ+g9O11cnKCvkSCR9u341YG5luVK1fO6aUL/PPPP7h8+bLgczt06FB06NAh1+rv0qULunfvDlNTUzx8+DDfWT/cunULzZo1w8GDB790U0SyiDqy9/Pnz5GQkPCFWyMi8vno1KkTnJyc0KZNG0ilUsGVonnz5rh+/Tr8/f21Is6vW7cOjRo1go2NDUqVKgWJRIKpU6fi8OHDgkk/oJ0ajSSKffqE8b6+aDV6NA4vWwaSWDpyJKTFiqXZNicnJwwfPjzvLl5EREQkl/i/EGy/hvD0CoVCa9V1+vTpuZYr7ubNm9DT08ORI0cQEBCQLR+ZRo0aAYCW4J0fKVu2LADgwoULGe5rY6NMJSGXywEoNRIbNmzAhw8fYGJigqZNm6KmpSUMixVDAWtrbJkxAxEAbEkkRkcjZOBAjAWgkMlwb+NGJJO4DuDPP/8UzlEawK2wMERmIPw1bdo0O5ebJtWqVRPMqwFlMJ7c9FuMiYnBw4cPhcWB/IJcLkeFChUAQMufWuTrYPDgwdDT00NSUhJ+//33L90cEZHPhq4gd1KpFP/88w8qVaqEfv364dSpU/D29oa9vb3OOiZNmoTmzZujRIkSWLtWmQfZtmZNlO7QQSs1WoX+/VFz7Fg827MHf5Uvj9Njx8J68OA029a5c+dMLRaLiIiIfHEyEzo5vxZkMo3PnTt3CIAKhSJT++c2mQmBfenSJSGc/qRJk3Lt3O3btxfqjYmJyVYdu3fvJgBu3Lgx19qVlwDgb7/9luF+z58/F/pGF5cuXWIJgCMANmvYkN0A/iaR8KqvL0nluAZv3sw5AE309TkZoLGqrmvXrhEAvQDWykQKBTc3t9zrAA0+fvwonKNJkyY5rq9Xr15CfwFgyZIlc1xnbmJvb08AjFOltsgOYiqCL0vRokWFe3bOnDm5Vq84rt8m38K4bt26Vet94OjoSEtLS65cuTLNY5KTk3n16lU+fvyY8+fP1/leqVOnjpDyUF2OHz8u1KHe1rRp03TfT1/q3f8tjK1IasRx/TbJL+l+vrhwmpOSWcFW3SHnz5/P9P65SWYG+9atW8JLpGjRojk+5927d4X6/Pz8sl1PTEwMAbB8+fI5btPnAgALFy6c4X7x8fGZyhW8oEULjgI4B+BMd3cmJySQVI7rvl69OF8qFeo5c+aMcNyKFSsylRcQAB0cHHJ+4WnQqFEj4TxDhgzJUV0HDx7UEmytra1zo4m5gr+/f6qJW3YQX7pfln79+mn9NtKb3GcFcVy/Tb6FcVUvyKW30JoRrVu3prm5OV1dXTN839jY2GT63QSAmzZtyuUrzhzfwtiKpEYc12+T/CLYftWmyN4A1laqhLWVKsG3UCFc9fHBbi8vYdsqJyesrVRJ2H/Dhg1frrEZoDb1BSDksM0uvXr1EvKhfvjwAb/99lu26ypUqBAApTnz10LDhg0RGRmZ4X7GxsbC/2mZ6V5ZtAiFX76EAsBNABPv3EEDY2MsKVECf1lbo8H8+RihkVZHs5+6d++e6TZfuXIFv/76K/r06ZPrqU7mz58v+Gr7+flBIpFg3Lhx2aqrcePGAJTps3QREZFR7Oe84d27d/jll1/Qvn17ITK0yNfJypUrMXz4cCGg2sCBAxEUFPSFWyUikjckJCTg1atXAABHR8dsR5zevXs3oqKi8ODBAxw/fhwWFhZp7hsaGpqlutVmzSIiIiL5HQnzWeCXrCCRSEgSCrkcK+zs0O3iRZg7OgrfHx8xAkbm5qg9cSIkEgksLS3z1EfU6Q8nmBmbQSFT4O7tu1BsV6Dzqs648/oODPQNEBUfBQsTC9yYlDpGrqbf68WLF7MVfTAxMVEQ1mbPno0xY8Zk/2IADBs2DL6+vnj48OFXlQvU398f/fv3z1RQIz09PZDUeY0fX7/Gxrp1USYgAA2aNsU/P/wAxxYt0On33xEPYJKNDTqdOYMkqRROTk5o0aIFDh48iPPnz6NWrVrKlaNsBP9as2ZNptMqzJ49G2PHjoVcLk/3XO/evUP16tWFCRSgXLTYu3cv6tatm6X2SSQSzJkzR7i/PD09sWXLFuH7O3fuCAsrnwv17yc3nmcRERGwskorq6PI5+LRo0eoUaMGoqKiACjHWE9PD/r6+pBKpZBKpTA2NoaRkRGMjY1RoEABoZiamqJQoUIwNzdHkSJFYG1tjaZNm+Lly5ewsrJC0aJFYWVlJfoNfgN87b9XhUIh5C9v164d/v3331yrWyaTQaFQ4O7du1i9ejWWLFmS7brWrl2L7t2751pAy8zwtY+tiG7Ecf02yetxVQW/zTBI0DfxVn9x9CgsXFy0hFqSeLh5MzodOwYAqF+/Pk6dOpXnbTk+4jhKO5QGopSDEDQgSBjsEZtHwNzEPNUxKTV02Q2pr17p3bVrF3788cds1aHm5s2b8PX1xZQpU74qoRYAOnTogP79+yMuLi7DAFx6enqQy+UIDQ3VeZ2UyfB906bQA2Cspwe7smXxmsTRo0dxu2tXlCpdGomqScmBAwdQuXJlbN++HbVq1cp2IvvMRDD+8OGDELipX79+GU42ihUrhpcvX2LEiBFCep6YmBjUq1cPzs7O2LNnjxB4KzP8888/wv9btmyBra0tJk+ejN69ewtpgT4XP/30E4CsayFE8jelS5fGrVu3ULJkSchkMpCEXC6HXC4XIsZmhQMHDuD7779PtV0tKBsZGUEqlcLAwAAGBgbCNiMjI0FYtrCwgLm5OSwsLFC0aFEULFgQBQsWROHChWFtbY1ixYrBxsYm1wL/iXz76OnpQSqVIjk5WWce9ZygXripVKkS/Pz8sHjxYpBE//79sWbNmizV1atXL0RERIjRkUVERPI134Rge3/TJpTp0kVr26vTp1HAxgaFVcJK165dP4tgG/E+AlFRUdi8ebPWdpLYfGUzjo04luoYU1PTXDm3up7evXvnSDNNEpVUJtwTJ07MlbZ9TtQmjLt374aXl1e6+xoYGEAulyM8PDzVd2Z2drDx8sKfCxbAtHBhGJmbw6l5cwBAkyZN8NDICCNHjMDUBQsAKAXM69eva9VRqVIl3LiRURbb/7h06ZJg/p0Wvr6+GDZsGADg/v37cHNzy3T9CxYswKhRo+Dh4SHcI0+fPkW5cuXwyy+/YNWqVRnW4ezsjODgYADIcyuI9IiKi0KbBW1wyugUbIfY4snHJ0Le4vkH52PU1lEIXxgOKzNxZfhrxd7eHvHx8fjw4QOio6MRFhaGiIgIhIeHIyIiApGRkYiJicHHjx/x8eNHxMbGCiUhIQFxcXFISEhAYmIiJBKJ8HvX1OyrheXcTi+k1jAbGBjA0NAQxsbGWqVgwYIoVKgQChUqBAsLCxQuXBhWVlaChlktKNva2mq5TeQFD949gNfK/56VTyOeYmqbqXgd+Rq7g3fDUN8QLtYuCOwTCIsCaZu4imSd4OBgYVH6119/zdNzqRdAV69ejdWrV2PPnj2YO3cuTp8+nanjNdMIiYiIiORHvnrBVp6UhCe7dqHerFla2+9v3Kgl7Hbs2BEDBw5EfHw8TExM8qQtEkhQYUwFoC0QaaPt43n60WnYFLJBaZvUWsGdO3f+V0c2tXxqZs6ciXHjxoGkzroWL14MW1tbdOrUKc061C8vW9uMUrZ/Xq4sWoRbAQGARALr8uXxfWAgDvbti3dXrkBPKoVtjRpotnIl9KVSAEqf6owEW7UJ2IcPH1J9lxAZiSOLF+MvAOEvX+Jgt264u349ymn4zo754w+MmzEDxYsXx+rVqxEREYE1c+Zgt5cXSKJRcDA6ADgIwBFAUdVxxgASACxSfa5UqVIqoTglMTExMDdXavw9PT1TLZ5klmLFigm+sEOHDsWSJUtQl0Qhf38sO3IEDjVr4vvAQBioJtNHhwzB7cBADFNZFnTt2hXTp08H8F//ZYXjx4/j9OnTGDFiBAoWLJitawCAYZuGwVnqjFNbT2HRlkUoa6vUOL/88BKH7x6Gg6VDtusWyT8YGBigaNGiKFq0aI6sRyIiIrT8FxMSEvD69Wu8e/cOr169wuvXr/Hx40fExcUhKSlJEJDj4uIEwfnTp0+Ij49HQkIC4uPjIZPJBMFYXdRoapgTExPx8ePHHPWDRCKBvr6+ICibmJjAxMQEBQsWRIECBWBmZiZolK2srGBubi4Ix8WLF0fx4sVRtGhRnebXbsXcBBcZuUIOu1F2aFe5HR68e4BZ7WfBQN8AY7aOwax9szCn45wcXYeINoGBgQCU93nLli0/67lbt26N1q1b49OnT7h8+TIqV64MZ2fnVDEqnJ2d8fTpUzhqWMWJiIiI5Ee+esE2ZP9+FK1SBQVVOUkBZV7RR//+ix5Xrwrb1Gabe/bsgaenZ560Zd+gfSjnVA6LVy7G0uNLUaZYGdR3rQ8A2HhpI7rU6KLzuLNnzwr/k8TKlSsxYMCAbLVh9OjRGDduHAIDA/Hzzz+n+n7NmjUIDg7WEmxfvnyJZcuWYZZqcUBfXx+nT59GvXr1MGjQICxfvjxbbclNPr5+jWu+vuhz9y6kJibY1akT7m/ahLLduqHl+vUAgL1du+JWQAAqDRoEAwMD7Nq1K8N6pSohWNek8/mRI2jYrh2WbtmCAqamOO3jg9fnzmkJtgBgZGSE9+/fY926dejZsyeK7NwJuVwOfX19SABMAHAbQJl+/ZBoaIh9+/bB49kzaOqHMtLqrl69Gv369QOgNBNX52rNKb6+vpjs7Y0Fzs6YC8BWJsMSuRz3N22CR+/eeHflChJVPo5qNAXbrBAZGSlo0wFg27Zt2Q5KFhMfg1MPT+HprKd4dvAZOnt2xoMHD2DhagHvIG/M7TgXbZa2yVbdIv8fGBsbw8XFBS4uLrlar0KhQEREBMLCwgQNc1hYGEJDQxEdHS1omNV/1cKzWruclJQEmUwm+EeqISlsT0hIQExMTLbbqPZVVgvJaj/lQoUKQVFcgaRiSfjjtz9gYWGB01anUbRoUcggw/XI67h37x6sra1FH7lcwszMDIDSHzYsLEywOvmcmJqaCgEsIyIiUi1YqhfJs+KuIiIiIvIl+OoF23spNLOAUiCxLFMGZjqSmG/YsCHPBFvPVsp6h/Yfig+7PuBSyCXUd60PmVyGf6/9i6vjr+o8bubMmdi0aZMQaXbgwIHZFmzVL6S+ffvqFGy3bt0KV1dXvHz5EiVKlMAff/yBOXOUK/CzNLTedevWxaJFi+Dt7Y369eujSxfdQvnnhDIZZPHx0JdKIYuLg2nx4oJpMAAUq1EDH1XBkbp27Yq///47wzqNjIwAQKcpciEHB3y8cwfREREwt7LCkt9/R+vu3YVI2/Hv3sG/ZEnUnTYNJRo2hN7SpVju6op7Dx/CSTUOpQG8B9CwbVsEBATg8ePHWLJkCRYVKYKXrVrhiEooT/OaSRgaGkImk6FFixbYv39/jrX6KZEaGsKsYEFIY2MRERoq9K1CLsfJUaPQasMGPNq+Xdg/O5ObQYMGYcWKFVrbNIXcrPI0/CmszazRJ7APohpFAXLAzd0Nm05vgl1hO1QsUTHbdYuI5AQ9PT1Bw5wbKBQKxMTE4O3bt3jz5o0gML979w6RkZH48OGDlqCsFpITExORmJiI5OTkVEKyQqGAQqFAcnIy4uPjtU9YGMAVYNPdTdrbmwN4CpSb9F9gOAMDA+jr6wum1mpfZFNTU5ibm6Nw4cKwsLCAtbU1bG1tYW9vDxsbG9ja2qJYsWKf3R8/PzJw4EDMmDEDCoUCf/75J/z9/b9oe1JaalWpUgXXrl2DoaEhXF1dv1CrRERERDLHVy3YSgE8P3wYzVeu1Nquy+cWUE44duzYkSdtCfsQhjsP78DX1xexibE4dPcQJrZW+qeefHwSZWzLwN4ytaANKCcHL168yO7SjUAAACAASURBVDWBZffu3fjxxx+RkJCQyjdLbcrXuHFjPH78GADg7e0tBBTS5Pfff8fRo0fRtWtXlC9fHh4eHrnSvuxgZmeHaiNHYpWDAwxMTODUvLmWUCtPTsbddevQePFiAJkXbNVm6bpMkW1r1oRrx47YWqcO1ri74/yLF+i9fj1m/fQTzK5ehUIuB+Pi8Ob8eTzdtw8VR45EeU9PlAHQCsAKABUBFKhdG5s3b4ahoSFKlSqFFydPwsrZGSM0hFq1iXFKEhISIJPJsHz5cgwcODDT/ZUVzOzsYPbjj/hz0yYkJyUJvsRXFy+Gy08/wVQ10VFPvLI6YU9KSkol1JYpUwbHjx/PdptlChmuvbgGvy5+qOlcE0NKDcGSxCXoPKszIjdknOpJRORrQU9PDxYWFrCwsMixxiwpKUkQisPDw7V8lSMiIvAu7B32mu9F2aSySCqThPj4eMTFxSHGOQbJSAZCAEqEPPKCBjknptZqzbFmoK4CBQoIUa0tLS0F/2Nra2vY2NjAzs4OJUqUQPHixXPUH/mB4sWLo1y5crh9+zYCAgLg5+eX5z7VaTFp0qRUvubz5s1DkyZN4ObmJi5EiIiI5Hu+asE2GcBvOgLX/PDXXzr379q1K9ZnoCHLLi3atgBaAwEfArBixgp0rdkV33soI3BuD96OLtUzr/FUaxGzS+vWrQEAY8aMwWKVoJfy+z179gAAQkJC4OTkpLOeK4sWof3Tp3ADMKt8efi+e4cLw4en6dOaW3x48AC7NXxjo58+RY0//sCj7dthWaYMFMnJeLp3L85NmYLakyYBAI4MHgz7+vVhX68eAGVwJwCCZjot1BpuzWiUHz58EPzX6kyZgloTJ0JfXx99AJgMG4bRvr5o3rw55i5ahDs+PvgxKAhbW7TA8MGDASj9Z2MA6ANwB3Df0hJSqRQuLi548uQJ9kybhk0qM3l12py0zPrUgveUKVPyTLC9MGMGYoKCEA0gQipFhZgY7OvRAw+2boU8IQHlevQAABw7dgyzZ8/WOjY8PBw3b95ExYq6NaQJCQk6fdrVwaeyi31he9gXtkdN55oAgApPgTIlTPDcOB4l+hVGEQcHvIp6jSrTq2BBbFO8+Wuz4CMs8v+NLl/912fP4uSoUaBCAUNTU3z/118oXKrUl25qrmNoaAh7e3vY67BmAoCdN3Yi9ngsDq05JGxbe24tVpxcgaPDj6KAkTLas0KhQFhYGK5du4aPHz8KWuTw8HC8f/8eMTExiIqKEjTIagFZbWatqT3W9EPODgcOHECrVq0Ek2q1WbWZmRksLS2FAF1qAVktHBcvXlwQkL902qfNmzcLKdLq1auHy5cv59m5dMaq6N8fZ9etQwKAqY6OmBsTgzeq/Xv37g0g+9kaRERERD4rJL/aomx+5jl69CizekxmiI+PJwDOnDlT5/fh4eGZqqdRo0YEQAC8fPlyjtpUrly5NK81KiqKAHjq1Kk0j4959YornZyYFBdHmUzG7gCrAXy0ezcVCgUVCgV3d+7M68uW5aidGSGXybjUxobXli7lsuLF+WTfPpLkseHDuax4cZLk2cmTub1NGyrkcq1jAXDu3Lnp1u/u7k4A7NixI0+cOEGFQsHq1asLfQeABgYGWsds3ryZABjQvDkv+/iQJCPu3uU4gH8CHA/QAqA7wF9U49mjRw8CoIO9PScCNAf47t07njhxggBYs2bNNNs4ceLEPLlvSeU4L7G2ZidVO8c7OfFAv35cZmtLPysrztfX53J7e86TSLjS2Vm4P3WV+fPnUyaTadUfFxenc18XFxfGxsbmqO11Z9fl/bf3GfPqFVs3NufwDb/z7Nmz7A5weP36dBzjyNunDnNv9+70KVgw0/Vm9vcq8nURHh6u9VwjyZ2enrwVGMiA0qUZcfcuSfLa0qXc16vXF2zpl8NrpRfXnFkjfN5/az/LTijLsJiwXD9XYmIinz17xjNnznDTpk309fXl+PHjOWjQIHp5ebF58+asUaMGy5YtS0dHR1pbW9PMzIzGxsbU19cXniUHDhxI97mU2aKvr09jY2OamZnR2tqajo6O9PDwYJ06ddi4cWN269aN3t7enDVrFteuXcsjR47w/v37jI+Pz5X+qF27ttCWZ8+e5bi+ywsXck25clzj7s7dnTszOT6eKxwcOA/gQiMjLjI25jJbW55ZtIjDAU4AuNzZmadmztTZP9OmTcuFq8wa4rP420Qc12+TvB5X1Tw4Q9nwq9bYZpXGjRvr9KXMKerV1efPn+eonr///lvQLlavXh2hoaFpmn3qWnUNDgjANR8fRD15go3nz6Pid9/h9evXsLOz0zpWbfbasmXLdM3H1D6tRlIpWjVrhkuHD6OilxdiY2MBaPu05hXqHMXFqlZFUnQ04sPDQRLvLl+Gqa0tggMC8OzgQXgePQqJjlyuGzZswKhRo9KsX51v8uPHj2jYsCGKFSsGPz8/eHp6CsddvXoVzs7OCAkJQWRsJIIiguA00gnjXhzBx5mHMMj6BbafWIv4PuZ49zYaZU8BneKAWADXASxbtgyDVdrcA35+8G3XDtFQajPV5ucPHjzAx48fhUAimkyYMAFTp07F+vXr0T1F4KrcIDo6Gg4ATABUdndH9LNnqDl2LKoMGYJVTk7ofuUK/J2c0P/JE3R4/z5N7fLIkSOxY8cOnDp1SrguExMThIWFoWvXrjhy5Iiw75MnT+Du7o6QkJBst9uvix+6BXRDQnwsDAomYmW9IShWzAEX3N2x8tQpxJYvgnOTJ6HL+q1aPsIi/9/o8tWHRIIkVTCmpOho5bb/M+IS43D47mGs7P6fa89vG35DoiwRzRY2AwDUcq6FFT1WpFVFljA0NISjo2OOIu0mJSUhIiICx48fx6tXr/D27VvB71htaq0OzqVOAaX2PVZHtFajmfYpO2bVmvmQk5KSUKBAAUydOlV49mfE2bNnYWpqitjYWMyaNSuV+0ZW0BVs8cby5QAJUzs79AoOxtoKFZCUnIzZ3t5wB9B+7Vq8LlIEP6gsvlKSV9kkRERERHKVzEi/+bUgj7RY2cHHx4cAaG9vz4h79/hXxYpC8TE15ZVFixh64wbX16rFQA8PbmvdmgnR0anqsbe319Jq6SItrcO7a9cYFRLClY6OjA0PJwDWr19fZx3z5s0jACoUijSv6YqPD30KFuQSKyvu6dqVly9fJgB27tyZsqQkrq1cmS/T0frmBvv79OFVPz+S5KFBg7jAwIALDAy4yMSE7x884Hx9fa5yduaa8uUZ4O7Os1OmCMeWLFkyQ02nWkteu3ZtnjlzhgDYr18/YQw6d+4s/L9//372XN2T/qf8+WjHDv7VoB5hCEIKLixYUKm5dwdRB5wGcDLA4/v3kySbNWtGAPQCOLBSJQJgTEwMk5OT6eHhQQBclo72W92G3ObSpUusC3AWwDkAF5ubc2/37kxOSCBJ4V7S1Hiq25JRGTx4sJYG9/nz56n2yS1S3qvt2rVjXYA7R4wgSVFjKyKMa8p7hSRfnjpFP0tLLrez4+qyZXU+m0XyJzn9vSYmJvLx48c8efIkg4KC6Ofnx/Hjx3PAgAHs0KEDGzduzOrVq7N06dK0s7Nj4cKFaWJiQgMDA0okknSfgRYWFllqS8GCBQmAtWrVytE1xbx6xRX29ox7/57y5GRua9WKd/75hyvs7Xl+xgwuNDHhPIADAQ6XSrm9XTv6ly7N4QB/BKiv41pmz56dozZlB/FZ/G0ijuu3SX7R2H5x4TQnJT8JtiR5+vRp4SXw6dMnkkpTWj9ra0Y9e8a/q1XjixMnSJLBq1fz9PjxqerYu3ev1stk586dqfbR9dIKOXhQ+F4tjKiFMl3I5XIC4IoVK3R+H//hAzc1asTYsDDKkpK4vU0b3lm3jgEBAQRAn7p1eXTYsCz3UVaQJSZySZEi/PTuHUnyyJAhfLB1K0nyXlAQg5o0EfbVZa47fvz4DIWndu3aEQArVKhAkvT19U31Qi/mUIztlrZjqXGlKB0g5dlHZ7nLy4vnFi/m3ANziX7gSAno5+3Nydsns1AdcFgKwS2tic+WLVsyJeht27aNAJiYmJi1TkyHxMREmhkYcABAM4mEIY8fC+OsRn0vaRKuWjRJWaRSaapt/fv3J0nu2rVL5zGhoaE5vg5d9+rttWs5GKAewMjISFGwFWF4eHiaz7Ud7drxzYULJMmLc+fyQN++X7i1IpnlS/9ek5OT+fz5c54+fZrr16+nnp6e8HxL6/2qC/U7GQAnTZqU43bpWsC5MHMm5+vrc5a+PscBnOjoSB9TU54YM4Zrq1RhP4A9ATbV8axu3bp1jtuUVb702IrkDeK4fpvkF8E2te2mSLapW7cu3rxRhlwwNTXFo0eP8OLoURRycoK5oyMiHzyAfX1lXlvHZs3wcNu2VHW0bNkSkydPFj63adMmVZRCzQjBy21thSi2mkQ+foxmt2/DG8Cy0qXhW6gQrvr4AACu+fkhsGxZjACwO42ARM+PHIF5yZIoYG0NfakUpdu3x+tz59C3b1+MqFAB18+cgWkepwBKmaP4ztq1KN2+PQDAzdMT7y5dEvYdOnSo8tquXQOgXLA5fPgwAAim07pQm/6qU14MGTJEK/rz8uXL0XxSc7Qs3xJbBmxBRfuK8D3sg8HyrZgjO4QDtw/AwdIBhzs5YezbRVi2YSo6XQW2qo7/8OAB1laqBG8A3gBmS6Woq/quDoA7vXphBJRRlNOjveq6//zzzwz2zDxdu3ZFSZkMHwDsP30aTi4uwjinh5WVFTZt2pRqe2sdJmyrVq3Cxo0b08x7qxlEJrvoulfPTpoEdxsbjAEwt3BhJMfFIUAVDOjDhw+QSCSQSCTqBTKR/xN0PtfOnkXYzZuwrakMRFbGyyvD34CIiBoDAwM4ODigbt266NatmxDRuEKFCllK2xcUFCT8P3LkyBy1KSEyEteXLoWpvT1MrK0RHhyMmytX4vbffyNaLodCLkdhY2PUatgQ8oQEFLC2Rs+rV1G+Xz9YAdAVbvHo0aM5apOIiIjI50AUbHMZW1tbJCUlAQBcXV1xaO5clFQJJVYeHniyaxcA4OGWLfioylubkkmTJsHX11f4bGJioiUAJERG4vHOnfglJAQD37xBcmws7qaI9ly4VCn8fOsWFgH4MywMBgUKoFS7dnhx/Dge79yJXsHBaH7wIE4AiIuLS9WGQg4OeHvhApLj4kASz48eRZGyZREcEIAqBQtiZ8GCqFmrFiIiInLQW+mTMkexafHieHnyJADgxbFjKKxKXQQARYoUAQD8+OOPuH79OvT09HDx4kUsWbIEBQsWTPMcFhYWAJR9oBZCR+rrwxvANAAXFs6D8bytkA5Zgh2dO+FayBW4rr+Ol1tkuBl2By7WLpBIJDjifxl+LQIR9lCBgHLAa1X9lm5u6HXjBhYBqLtlC8wsLXEbgAuUEZOnxcVhAYATAG7fvp1ufzg7O2P+/PlZ6MH02bZtGyIBOACoUbmy1jhnhJcqanWhQoWEbXv27IGzs3OqfefMmYNLGosQan744QcUK1Ys2+1Xo+terTZ8OAa/e4eR799jFoBEEv1U6a008zvr6ekJQq5EIsG4ceOyfP7Xr19jw4YNOb4OkbxH53OtXDkkRUfjw8OHAJQp5DLzGxAR0UWbNm0AKCO/ZyWGgHoB28DAAKamptk+v0QiQQcHB8SHh6PntWvoHRwMhUKBm4GBeHT/PiQAChQqBJcffsDjXbtgbGkJO1U2gd9WroSdoSG6jxyJatWqadUbHx+fapFdREREJL8hCrZ5gFQqBUnUq10bb48ehZEqTH6LNWtwfelSrKtaFUkfP0I/nZxwv/76q9ZnfX19zJo1C0Da2lRdzJ49G0VjYmDh4gJzR0fcWL4cNf/4AwZGRmjevDliAYwYMSLVceocruuqVMFf5csDCgUq9O+PwwMHIjY0FD6lSsEbQBdra60AHLlFclwcnh8+DFfVogAANPf3x8kRI7C2YkWcHjcOzVatAqAM+jFkyBBIJBK8efMGVapUAQCcP38+VT+mxNraGoDypa0WQnvduIG5SUlIBrAz7Cmud3fH8aGVsLWZIcwUUjRp4oVdN3bBw9YDr6NeC3X17t0b9YrXA5yUn9VCf1hYGADAw9gYFi4uiAIwtFo1WHboAHXPrd60CfGHDiHQ3R2BHh7Y06ULZAkJuLZkCQJKlcJ8iQRbVGmsQkNDs9+xGhgZGeElgFsAFpQooTXO13x9scLeHh9fvcLaChVwsF+/NOvYpVqsSU5OxuTJkxEdHa21T61atXQem1s5pdO6VwHA0tJS0OJ7enoCgLDwpAv1byw9ZDIZLl++jJiYGCgUCtjb26Nbt25o0KABAODSpUtYunRpnvwuRHJGWvdKc39/7OrQAWsrVsSddevQYN68L93Ur5IrixaleoapOTpkCBbnQGD7WlixYgX0VIEMy5YtK1hxZYTaeiinz40TJ04g4dMnREZF4VZwMCT6+kiSyXDh4kVYAChdpw70ALw8ehSyuDiU69kT+3v1wl/lyyPAxQWGpqaoO2kS6tatm6puzUVBERERkXxJZuyV82tBPvOxTcmjHTs428WFBw4coIeHh9Z37x884Lrq1dM9XtPnRl26dOnCNxcucE25ckyKjaVCoeDenj151ddXOE7TL1Iul9MToF/nziTJvypW5JmJE7muRg1urF+fjV1dsx3EJzo6Os+CGmWWMWPGpOojAwMDrc+RkZFpHr9ixQoCoKmpqdb2kIMHubpKFcIKxM/ghScXqFAo6NRWj/3mdmCNGTU4dN1Qjtw8ksVHFmd4jLK/a/apSTTR9pldsmSJMvhUnz48P38+AXC1hwf7OThwiCqAx6Ndu3QGBHt58SIjHj2ib+HCDHBz4wiAI4oVY3J8PCOfPuW6GjXoX6oUd3XqRFkW/W/v3r2bo0BOAGhtbS38D4ClS5cmSVpYWBAAnZ2dWbx4cQJINVYuLi68ePFils+bWV68eMEePXrw1KlTDAwMFAJ0BQUFpenz7OXlpeUn8urVK44aNYp9+/blihUr2KFDBxYpUoQA6ODgIAQF0+zDEiVKEAAHDBiQZ9cmknVEv668Ja2ghiT59vLlLKfdyiz5cVx37NghpCSqXbt2po4ZPnw4AdDQ0DDH5399/TonAxwN8A8DA04C2EEiUab5MTHhCgcH7u3enYvNzRkfGcmtLVsy0MOD62vVYuiNGyTJ+/fv63xG7tmzJ8ftyyz5cWxFco44rt8m+cXH9osLpzkp+V2w3eXlxeA1a/jkyRMCYEGA8fHxVMjl3NujB4NXr85UPQcOHKCRkZHwYrG2tuaR0aO52s2Na9zdhSi2Vxcv5nI7O87X1+cyW1se6NuXssRETgZoquqrNe7uPDJkCBUKBd9cvMilqijMz58/z9Y13r59mwD4/fffZ+v4nNClSxcCyijG6ujOmgLGhQsX0hVu39+/Tx9HR3oDHC6RcLGZGa8sWsRdnToJEVLHSkBvC9DT05MvTp7k2OqONPvNjPr99Wky0IT2o+yJfqDBAAOWnVCWhTwLEQWU0bGXLFlCUpmfUB/gkiJFuHbpUgLgGnd3eqvywpYAOMXQkMvt7LQCgj1V5WcsBHC+vj6jX7xg27Zt2R3grcBA7vT05L2NG0mShwYMyFZOYc0JS/Hixfn3339z6tSpmcqjWK9ePf7www8kKQivCxcuJEkOHjxYEP4A0M3NjXK5nImJiVy9erUQsVp93t69e/PVq1dZbn9a7NixQ+vanj59KuQnXrx4cZqCLQCePXuWNWvWZPXq1WlsbJzuvpqlVatWqbaJ5B/EyVTeklZQQ7lMxk0NG/Ljmzf/N4ItSeF5Y29vn6n9q1atSkCZTzc3CA4I4DCAgwAOd3Tksd9/p6+5udY+vhlEbdb1nOvdu3eutC8z5NexFckZ4rh+m4iC7Tcu2CbFxtLP0pIJUVEMDw/ns2fPWFe1grq8ZEmeHDMm3VQ7KYmNjWWBAgWEl0uxYsUyddyjHTu4rHJlQiVUb2nRgs+PHxe+X+XszIJZWFXWxcaNGwXh4XOxevVqAmCgSiOgZuvWrQTApKQkklSm4ElHyDh69CgBUKqvz6U2Nox69kwrGvPMihU5wQj01gPnFSzIuQb6nNirEUny1MyZDHB15R9FpNw/7Dd++vRJp1ADgLXNzbm5WTO2bNmSAJTjcOwY+/btSwD8A+CRsWO1olguWLBAEGzn6enx/cOHDA8NZR+AB319uaRIEcqTk0mSr8+d45bmzbPcj+po0imLVCrloUOH0j22UKFCWsfo6ekJwmnt2rW1vvNTpWxS8+nTJw4cODDVeUuXLs127drx9OnTWb4WTTIrjNasWZNRUVF0Vi0yAOAB1YKCunTo0IGzZ89mixYtOGXKFD558oSxsbGcO3cuhwwZQltb20ydq0SJEjm6JpGcIU6m8h5dkXiv+PjwsmrBK7uCrVQqpVwu1/ldfh1X9WJfgwYNMrW/OnVQixYtcnxuhUJBS0tLAkorlVNjx/La0qUMcHXlxzdvSJIf37xhgKtruvXoeo61bds2x+3LLPl1bEVyhjiu3yaiYPuVCrYrV65MMzdsWqgHW1PIykho0EVsbKxwfGbz46m1xgA4cuRIXl++nKcnTCCpNIdeYW/Pnj165Fi79Pr16zS/i4+PZ1BQEJcsWcJbt24xPDycCxcupKurK8eNG8fp06dz0KBBHDNmDFu3bs2QkJAMzweArmm8lAFw9OjRwucXL14QALdv355q31u3binrAviPSrh/tGMHNzdrRoVCweX29rQyB826FuRkQ3COBPR3c6O/iwvn6+vz4rx5dBzjyCMTx3GamRlHAGwFcMaMGVrtmerqKoyDkZGRMA5btmyhFcDxAAcAQhqSdU2bsorGZGKxuTkXFSjAJVZW7ALQydqa/hp5jqNfvOAad/cM+00XHTt21Jq4ODk5Cf+np4lv3Lix1nF9+vQhqZxUaVoYAODhw4e1jlUoFJwzZ066gmB22L59e4YCpkQioZeXFw8cOCAcp85hrBZsGzZsyHPnzvGNahKoOamOiYnhsmXL+O+//1KhUDAuLo7du3fPlHCbktxM3ySSPuJkKm9JK+3Whjp1hAW47Ai2b9++JZB2zvX8Oq5ql4TmmVhwVFu4ANm3nlKjdmEqCPD8+fOMfv6cq93cGP/hA4+PHMkLs2aRJC/MmsUTo0alW5euZ1hmBfXcIL+OrUjOEMf120QUbHNDsPUCPSZ5sOLkiqw6rSpJ8saLG6w1sxY9JnmwtW9rRsdF506Pknz+/LnWBD6zpBzssmXLEgCnT5+e5TYMGTJE0KhlhKbW+N9//+Xt27cpS0zknm7duMbdnWsrV+bzo0f58eNHAuAJVY7d3EbT7DSzRVPo0OT9/ftcWqoUvaH0U1WbD5PkVV9fBri6cqxUylYphIi0BAt1TlZPgFdVWkX1YsCLkye5vEZFoglo2BG07Ah2KAoO/2c4HfuY066jHhvNqMdLezYzqEkT7lDlmi0I8NixYySVApwU4CJzcyZERQn3j3ocVrq6chjAH42M6AmlGSxJVgXYTtVmE4ALjYwYce8eZUlJnOXmxipAKsE2MIUfd2YIDg4WcvkCoLu7O1u0aJEpATM0NFRrvy1btgjfrVu3jg4ODuzVq1eqRZx79+7R09NTOK5ChQrpCoHx8fGUy+VMTk7mnTt3GBsbS5lMxqCgIN64cYORkZF88OABIyIiMryv7t69S5lMxlatWrFatWo8f/48FQoFr1+/zqioKCoUilS/16tXr9LY2Jh16tRhXFycVn2lS5fm3r17hbE2MTFJ89w//fSTICiTpL3KDWD9+vVZHjeRrCNOpvKW+5s3c//PPwufb69dy5VOTlxqY8OVjo5c6ejIeRKJ1nMrM6hzYKdFfh1X9eJeWu/5Kz4+XOPuzjXlyrGJoaHyWQhwTblynCeR8O3ly9k678ePH1m1alWurVmTq8uW5V8VKvDZkSMkybiICAY1bkz/UqUY1Lgx496/T7OePXv26HyOFSpUKFvtyg75dWxFcoY4rt8momCbS4KtOmiPmmrTqvHEfaWAtvr0ao7fPj7bnXj9+nUOHjyYpHLSml1Nkq7BHjlyJAFkWfs7ZcqUHGm00gIACxQokKt1qilXrlyWBVtLS0u+fftW5yq9WriXy2SC+fDzY8cY1KQJkxMSeOvWLRYEGBoamuqYlMjlcuoDgh+yVPV/Ly8vburUiS2HV+Ugn0H0AhhYqzprGIKQgitLluTS4sXZ/QcH1mlizKsqf9p69eoRAI+oJhI3btzQ0jZofkcq7ytzc3OWADhCdf7r16/TC2AdVV/smj6dc6RSvnvyhCR5c80atgc439Q0R6bIt27doo2NTbrjsHbtWq1jFAoF27Ztq3Pf+Ph4Yb/Y2Fhu3LiRU6ZM4eLFi7l06VJOnTqVDRo0EPYvUKAAFyxYwMOHD3PXrl0MDAzkoEGD2KFDB/bt21dL4NYsenp6Wb6fAHDs2LG8cuVKuvs4Ozvz3r17Wj7ZKQNE6Srjx49nQkKCMN7qYg3QW6NMA1gXoC3A3wAOBzjB3p4J0bm3ACeiG3EylbdkFNSQzJ7Gdvz48V+lYFu4cGECSt/7lITdusU17u5Mio2lPDmZ/QFaAWxYtizf37/PjQ0aCILtw4cPBdcaTXr27Ml9+/al2v7dd98JsQ9yQnrPO80Furwkv46tSM4Qx/XbRBRs80iwNfvNTBAiXrx/wbITyma58xQKBX/66ScCoJ2dHRMSEliqVCkCStPMwMDALD3Y0xrsf//9lwC4OpNBpEhy/fr1wsvl5MmTmT4uI/z8/HJdWI6IiOC+ffsybaaZVpkwYYLWi71KlSoEwJCDBwXz4Z2ennymYe6qHis1aj/glOzbt4/uAH9JKTwBHCMFJV5glapVqA9wlqEhX6siRU4B+Pd333HG3hls0NKci83Nua5GDQ4zLxu5AQAAIABJREFUNKQ9wPv375MkR48eLZw3JCSEACiTybTaMG/ePOrp6bE5wFEqAbczQH2VcDsR4FyAM4yMuP/nn7m3Z0/WAdgd0AoedW3p0iyNT5kyZXT2d7169fjPP/8I5refPn1iZZWftq7SpUsXYd8TJ06wR48eNDMzy9GYf8ly4MAB6unpsUGDBqn8iDNTjh8/rnO7RDWWFgCHAnRWbb++ahVPj8/+ApxI5hAnU3nPmYkTUwU11CQ7gq3agiQtTkybxjXlynGNuzt3d+7MZI0FtiO//ZYnAasyQ9OmTQkoo/RrLvqRSu32gb59hc/NJBI2BOjj40OSWoItANrY2KSqX+3Dm5J58+YRgE5hOCuk94xr06ZNjurOLOJv9ttEHNdvE1GwzSXBtvLUyqwytQpXnlxJkvxu1nfccX0HSXLBwQU0/VU7jUtG3LlzR3h4L126lCdPnhR8ZbQEHz09VqpUiaNHj2ZQUBCPHTvGiIgInXWmN9hyuTxLQaRIslixYgTAIkWKpBlQI6vcu3ePPXv2ZIUKFWhhYUFjY2OeOHEiS22TyWQ8dOgQ+/Tpk6bQpC6GhoYsWrQoHRwchNQw6RVNc83ff/+dgDJ9jtp82LdkSTYHOATgMEND/lipktZLf9CgQTonAXZ2duwGsJrGuSpVqsQyEgk7WoL4CUR90Lgt6FYPtHWwZY8uXdiwGlhkQCGWm1COPhXduLhQIX4KDaWrsTHHAnz37h3J/8xNSXLmzJlpTtBu3rwpCOy6SnOAc62s6F+mDLvr6zPon39oCfDvatXo7+LCeRUqcMvGjTx//jyPHDnCI0eOMCHFpJIkvb292a5dO167di3VOaZNmyZEQ1abp2dUZs+eLfw/Y8aMLAuBUqn0iwuyKUvK4FEZlU6dOtHDwyPD/VwB/qrua9XfCxcuMPrFC64um/UFuOwQERGRa8+Mrw1xMvV1og6CpIuYV6+43MHhs6cYygzq+A2AUriVy+W8dOkS+/Xrxz6tWnFOkSKMi4hgUmwsh0gkbIP/tLuagu2qVasIgHGqa1Sjdo06d+6c1na1dVmvXr1Stendu3f09fVlrVq1CCgDQV26dIm///47ra2tM/3M66shlOcl4m/220Qc128TUbDNDcG2gPJlFxodygqTK/Dkg5O89+Yemy1sxipTq3Dyzsm0HGaZ6U7T1CxGRkZy2bJlwmdDQ0MGBgZy5MiRrF+/fpqT9AULFvDjx49a9eb2YJ88eVI4Z27kyrxy5QqtrKx0XpODg0OGx585c4YDBgxIdayxsTFr167N0aNHc+PGjbx48SJDQ0OZlJSUSmBWKBTpmnxWrFiR125fY4dlHeg4wpH67cHpUgNaVjOkXkc9jjAD2ziAMFGmz/lTZa565coVkv+tPpNKM9nevXvT0tJSMD02hlLDe+XKFd6+fZsTXF3pocphW7tNbfbQ02PRWiCqgu4ARwJc27Ury/coz/ZtS9DPyoqHDh0iAI7T0+PLJ/fYYVkHoiNo3N2Y5x6fo/X31kR7sOLkimy2sBlfR2oH3EpKSqKPj4/WdZcuXZrXr18X9pHJZAQg9NXo0aP5yy+/EICQk1dd9PX1OW3aNKF/052sGIJt/drSbbwbS44qSRQFURJEBxB9ocznq9pXbZ6fUdqc3Co//fQTV61axUOHDjE4OJjv37/PknAml8v58uVLnj17lps3bxbSagBgx44dOXjwYPbq1YstW7Zk1apVeeTIkTTbYmpqymbNmvG7777j4MGDGRUVpTUu6ZWexsb8tXJl3rhxg/989x0f7VAuwF1esIA+KfIov79/n39VrCgUtS956I0bXF+rFgM9PLitdesMTZgVCgVHjRrFUaNGcd++fQTA7777LtN99y0hTqa+TgBlQDtdxLx6xaXFi3/2FEOZJWVgPs1SHRDS8bQH+CPAIUOGkNQWbEkKz8GUaL7XNFG7i3Tq1ClLz9q6dety2bJlDA8P13J7Uhd19Phff/017zpNA/E3+20ijuu3iSjY5oZgq/FAn7RzEucdmKfVCXvP7KWkrTKEvpubW5qd9ejRI+HBPW+esg5NX0AAqYTV9+/f88iRI/T29mbbtm21UvHY29vzzp07wr55MdilS5cWzpdVP11NNK8dUGqB7ezstLadP38+1XEPHjzgn3/+KQTCSimEXr58OdUKc0YkJydzjSpysJubG0NCQrh69er/VpLrgzb1bVixYkW6S8BfJCCkynP2A+jsBKKO8vMfUAZxMjAwEHydOnXqRJLcvXu3zpe65sp3VFQUJ8+dzKJDi/L927ecDNDQBjRuY8w/SpRgDYD+jRrxtyJGtPHUo5eqDiuAMwsUYM+AHvQ/5U8AnLtgLiNjIwkpWKpUKZLk4iOLOeBv3YsSSUlJwgSiXbt2qSLnLly4kAA4efJk4T5dsmQJk5OTdV7Xmzdv+Ouvv6baXqBAgf9S1dQHvSZ6kSQD1gQQhiAsQJiDaKUt2NapU4ckOW3atFwTXhs0aMDly5fz1q1bqcz2Pjfh4eGMi4vjrVu3uGXLFk6cOJHt2rUTcvJqFktLS3bv3p1//fUXQ0ND+eLFC0ZHR1OhUPDvv/8W9tP04wbAjvXrc3OzZvy7ShWenTyZfpZpL8DJZTIuKVqUN0+c4N/VqvHFiROMjIzkzYCADE2Y09I+f/jwIbe7Ld8jTqa+TjSf3bo4OX16nqQYyi16qLIOqIs6rY9m+R5gQ0NDJqtiJqQUbPv160cgdWToY8eOEVBqUDObdgxQLlj/8ccfDA4OTrPdCoWC27Zt07KqGTt2LAEIC6Z5jfib/TYRx/XbRBRsc0OwlSoF208Jn/jdrO+4/9Z+hkaHUi6XKwNONATh+t/DvEqVKhwyZAhfvnwpdJTaRBWAMCgXL17Uegk8evQoww5XKBTcvXu3oA2ytrbm2rVr+eHDhzwZ7MjISC3T1bdv32arnq5du6Z66TVv3pwBAQHC58OHDzMxMZHbt2/nzz//nGqCb2FhwTFjxnDPnj3cu3dvlk2rM+Lly5f8sf2PhNd/51SbD0+YMIGvXr3iqTlzOKZFJbr97Mb6ZcvyzzRe6OfOnRP8p9WLAoByJVoz2JSaurPr8lTwKeX+VUC9GuAYGxMW0NNTCg3lQDQBu0DpGzsM4MWgf+g0xokJCQkEIKRCAsCJEyeSJGfuncmB6wamec2XLl2iubk5AbBp06aCz64azWvSzOVbt27dVNecVqRewRxZCsILHDNmDL29vQUzNaGkEGy7dOnCvn37sk2bNjonaemVokWLctKkSTx37hyj82nApPR+r69fv2ZQUBAHDBiQKtq3RCJhzZo1OWXKFN68eZMKhYIymYyjRo1i3cKFU/lxBwUFkVSm3VpXvXqa5ww5eJB/qHyW5xoZcfasWQRAcyBDE+bXr1+nORb/b9GYxcnU1wnw34JzSuI/fOC6unVzPcVQbnP//n1u3bpVy9Lk/fPnvHTpEhdOnMhlJUsyXmOxKaVgq160nDFjhk5Nanqla9eu3LNnT7Z9bjUtc+bPn08AHDp0aPY7IwuIv9lvE3Fcv01EwTYXirc5ONbGmH/YGHGuiRHPzp7N6duns0ktY44yBUcYg6M93FM96C0sLHj//n0GBgYSACdNmiR0XGJiIsuXL099fX0C4C+//JKljo+Li6Obm5twLjMzMz548CBLdWQWdX4/APT3989WHWrzWQ8PDw4fPlyoT60xtLW1Zbdu3QStp7qYm5uzd+/eafpy5jbXn19n1alV+dOCn1h2eCnOKmjIgX17EwBdvFzo4G3HgeXN6V+2DNdWrszrW7akMuvVLFKplHv27CHJVNr4lOetMqUK0R5EU9DS1pJO/Zyo30mfTiOciOYgCvxXr6enJ68/v87q06vTa5kX0Rbs+1dfxsTFEAAH+A+g/Sh7uk90Z1hMWLrXfOHCBcG/TCKRcNCgQZTJZFo+ySmDePj7+2dp0gOA0PAlRlsQ9UAYpC3YZrbUqVOH/v7+fPnyZa4vduQlWXk437t3j/Pnz+f3339PQ1XKDnVxcXHhsGHDePToUe7s1InBa9YIJuEFVfv8s3499/boweB0Asjt79OHtVX7/wqlKTwA1ge4KINJe0Ym6P9PiJOpnPPq1St26dLls54TSDsV3f3Nm7lDpaUlcy/F0OdgQ926qdLxPPz3Xy63s+NCQ0MuLVpUK9J9+fLlCYA9evRgsWLFOGLECF67dk14th47dozLly/P8D5/+/YtfXx8WL16dVpYWGTYTk3XK3WOc11m0XmB+Jv9NhHH9dtEFGxzQ2OrmpipTfWczM3pArA/QDMTEx46dIifVFq42NhYrZXO4cOHMyYmRuulGRISIgSBcXFxEfbNqkntq1evOGfOHDZs2JCAMhiNZoqX3MLV1VVoo2YO0ezw7NkzTpgwQaivWLFiSnPUJiA6KotzLWd2/bMrnUc5U/KLhJdDspdnLzNExkayw7IOdBvvxjLjy3D16dWU9JPQZawLK06uyBKjS3DYxmFCBEgAREXQsqmlzgm8n58fGzVqxEqVKrFPnz4MCQnJUnvu3bvH06dPc/PmzdyzZw+XL1/OU6dOsU+fPkJQKAD09vbm5ZDL1O+vzwtPLpAkh24cyp+X/qwlSMzcO5MTd0zM8Lxv3rxhv379aGBgkK5wIpfLdfo5Z6qofIlhrfqs8iXWFGwbdmyY5vEVKlTg6NGjeeLECcHn9HOT8n459/gcrz+/zpozagp5ri8+vZipurL7cP706RO3b9/OX375RctnXQpwqkTC0UOHMjg4mG/evGFdgKMBjpdKeXLMmDQF/+SEBPpYWAgmzNZQRvAeBrAZlObNKYmNjeW5c+eYlJTES5cupTlujRs3ztZ1fq2Eh4fz/tv7rDi5olDMfjPjosOLOHLzSLqNd2P5SeXZdklbRsZGZlzh/yHqyO6afv95jfp+nTdvXirf+jcXLtDfzS3XUwzlR8LCwgiA+/fvz9T+8fHx3LZtG9u3b5/mM6BatWoZ1qMOUqVZPLKRMz07iALQt4k4rt8momCbi4JtyMGD9FH5nHYH2LhEiVSRAsnUJsZTp04loPQ1jIuL0/ru2LFjgikpkNq3JbP8+eefPHDgQJ6scGrm88wJy5YtEzTUauHs5MmTtOpgRff27ly4cCGvXLvCyNhI3n1zl/ff3meDuQ3yVLDtubon/U8ptdCJyYm8//Y+S4wqIXw/dMNQlhit/KxQKDhz5kwWdy2u1KwCbNmyJZ8+fSqkVFL7LuUmmj9izXvn4OmDdBzjKHx36sEpfr/oewYEBAjbnkU8o/tE90yfS61Zz5NiAi0zb9iApX8tLUT5Vo+12rQ2P5LyfomMjWSzhc24L1iZ53Fv8F42mNsgU3Vl9eEsl8u5QxUISo1MJuOZM2c4fPjwVCbL5cuX56RJkzh37lwhenZa/I+98w5r6nrj+DcITpzURXHUrQgoVVyt1lmrVq17Veqo2lZq60+0tgrWXbVO3IqodYHiFlRwb9xbcYC4cIAoQyDJ9/dHyDUhCSQhAQz38zzneXLXOe+9b8659z3jfbWFolKmT6DwAm5nZ0epVEq5XK7XNMWvv/7aoPuzFNLrVSqTsuzosox4FcH91/czVapoI8YGjOXYgLE5IeJHgTHvnMjISM6cOZPOzs60trY2KFzeiRMnNMJuBQcHC8cPjBlj8hBDhhAbG0vA8A5wY9D27OVyueDZuEyZMopzioP4TiUNBGt/X5v2o+xZ+KfCLPhTQVr9aMXfNv+mV6dO+jbExsYmW+5XNIAsE1Gvlolo2JrQsN3aqxebp41oTS9dmie8vLjezY2bmjfn03Pn1B7M//73P6FxXrRokbBm5IcffiCgiBcXGBgonP/o0SMCYI0aNYzRA48dO8bg4GDmz5+fCxcu5OHDh4WP0MePH2s4BtKX2IRYlutfThhN3RiykRO2T6CTt5NOr7uqpKam8uTJkxw5cqTwPHr37s1jx46RJOMS41h5XGWdBr05DVtdZX8x8wvefqZYa9pqTiu6THLh3ed3heMLQxay+5LuGvl5e3ubZSqsaiU+duyY2ou/3NByvPX0lqL8nd4c4z9GQ9YWU1rQ19eXCQkJmZYVtHYtfweENAXgFwDtAY5M2/crQPdWrejt7a23Udu/f3/6+/uzvld9Xo+6riavEnN3YmQVXf+XdnPbcfO5zSTJjWc2su8K/aZQGto4R0REEIDOuiyXy3nixAkOGzZMbUq/tbU1e/bsyYMHD+r8f6YPRaWcwiyBItZxw7RtQ0J1ZCSrJZNer/uv72fTGU01zgu8EMh+K/pp7M+NhM2dqxHDNSIkhGvr16efiws3NmvGGD18RBjC3r17CUBreLv4+Hhu3LiRnTp10vnfc3V11avNS49cLtfw/O7s7MzHjx+b4rayBJA9sV3Pnz8v3Leu59usWTMuWbKEL14olrqoduAoO/ukMilLeJRgo2mN9OrU0VbOyZMnzX6/ogFkmYh6tUxEw9ZEhq00OZmzChWiLRQeZH0dHRni4UG5XM6nZ89yeeUPH7yRkZEsUKAAAbB169aMi4ujTCYTGupChQrxypUrGg8zNDSUAPjbb7/prYBK4yqxrnddVvWsyuqeaR6MWyl6T2162dCqnxXxnWK9b8eOHXWuIdLFwNUDufzockW+VmC1OtUYl/jBGU9GXnffvXun5nhKIpFwbpoHSSXKdaLuq91Z7+96HOI3hPHv44Xj5jR2dJV9KfISy40uR5vhNiw6sijvPr/Lbku60dHLkU7eTuy0sBMfx5jvI+fFixcMCgri4MGDWbZs2YzjnZYCi/QvQidvJ3bx6cKY+Bg1WdOvzR02bJgQ0/jgwYNs0qSJzrwlAL0AloBiNK9m2v5aAEfouKZUqVLs2bMnjxw5orWn/VLkJX4+5XM1eQMvBPLTMZ8y/4j8LPN7Gbab207LU8l5dP1fbj69yQpjK9DB04H2Y+wZ8SpCr/yMaZwBcPny5Zmel5yczG3btrFjx45qjreqV6/ORYsWqa33DgkKEkJR+fn50dbWVpjCPDF/fg5Li5FsTPLz8zP4Hj920ut10JpBXBS6SOO8Tgs7cf3p9dklltG8ffyYyytX1ojhuqp6db66eZMkeXHxYu7TEs80qyjfGz///LPg5C59sra2pru7O/fv32/yGTOJiYn8+eefhdFbABw4cCDfvn1r0nL0ZciQIQSMn9llCMrRa308G5PqHTjKzr791/ez+p/VNTr7dHXqqOpVGUpo5syZprspHYgGkGUi6tUyEQ1bExm24Tt28O+0DzwvLy8GfP01Iw8fFh7EiipVmJDWc7lx40YCCk+4crmc+/fvZ7NmzYQGO/2HqWosyVnly3MKwFU//KBXLMlK4yrx5duXlMlkvHLlClu2bEl3d3fF2lWAaATauH1wo1+8eHFeu3ZNH92qjVDZ2dkJedy9+2FEMCOvu//9959wzY8//qh1vZS2daITtn8ILWJOwzazskn916gay/v37zl16lRND8EqKUPDNi1FR0czOTmZfn5+/P3339myZUujjRFlqgGFEyFAEebIJe13PYBDChZk//79uWrVKkZGRprt+eQmdP1fPDZ6cOv5rSTJLee2sPW/rfXKz1jDtnz58gZdExUVxcmTJ9Pe3l6tA+Lvv/9mbGwsly5dmuX/imqaOnUqg4OD6e3tbbSH1I8ZVb0mpybT7jc7Po9Tnwo+dc9UdvXpmiudnY0fP55FVKbVvn38mMscHDRiuK6qUYNPzyjqwpnp03ls/Pgsl/369WvBeZG21LJlS65cuTJHwkg9efKETZs2VZNnzpw5BsW6zipKr8UzZszItjL1RbUDR9nZV/jnwizuUVyjs09bp45yba8ybdiwgYAilrq5EQ0gy0TUq2UiGrYmMmx39e7N9b/+SgDMly8f906YwOMTJ5JUhNFY5uAgfKQoQ/s0b95cLSyKRCJhaYC+Tk6CIbugaFGenzePxydM4Jq0/f9IJHQAuKJuXT5KG2G9unq11liSSsOWVFd2bGwsd+7cybK/leWdZ3d45swZtZdGq1at6OPjoxYHNz2qI1ROXk6CF9vRo0fzz8A/M/W62759ewIKz8e6ePbmmcY60Q4LOgjb5jRsMyubNHyNqqHs3LkzU0Ph8OHD7N+/P//44w/OmTOHv/zyCzt27Eg3Nzd26NCBK1asIEmOGDHCpAZKT0DwktukalXOKVmSfwGcAPCNgU6xLAFd/5diHsWEui+Xy1l0ZFG98jOmce7Zs6ey0TWY1NRUBgQEsFGjRoKOixUrJvgAMEUqW7asUbJZEqp63XFpB9vOVf8w9zvpx8bTGzPhveHTZLMDpUMyVc7Pn68RwzXq2DEuKlWKSz/9lKtr19ba8WooYWFhwjtjwoQJvJk2IpwbUNXrkSNH1GLKSyQSHjhwIFvkcHR0FPTj5+dndHtgCpRO0py8nZhvWD4W+aUI5x2cx/qT67P8/8oz37B8dJnkouZ3QFenzoy08GLKFBgYSIlEwvz58zM+Pp7mRDSALBNRr5aJaNiaINkAXFSqFL/75huh0T13+jT39O9PX0dHrq1fn5GhoSTJgIAAjY89W1tbTpo0ia9evSIADh+umLork0q5uGxZvomIED4KHu7fz+WffcZuUKxvVMbgjHv0SGssycrjKrP+5Pp0nezKf/f+q3bs6J2j/HzK58L2lStX1LyoKlP79u21GrjpR6isv7QWvNiOGKEYpR2/eTxHrhmpca3SuYyVlVWmcSxV17Rm97pLbWXrs57WVLx7944DBgwQdNG1a1ceOHBAzeuvvpX422+/1Wps1KlTh4MHD6a7uzt79OjBL7/8kq6urmzUqBFdXFzU1k3a2dnx33//5cN79+hjZ8f4NKdDIR4evLN1K2/cuEFngD7OzmZ5Hrkdbf+XWhNq8fDtwyTJkJshdJ3sqlde+uhVm6fQrCTl+rxDhw6ZZFRf9eM0MDDQ6DjXloSqXnsv703fE77CdtC1INaeWDvTEFw5CQBWqPDBgV5STAw3t2ypFsP1xvr13PHdd8KI7dlZsxg8ZEhOiZwtaKuvcrmcS5YsUasTvXr1Mqsc0dHRBBQzed68eUMA3Lp1q9H5xcXF0c/PT4iDbgw7Lu1gm3/bCGtsC/9cmFvDtrLt3Lb09Pdk/uH5SWbcqRMeHs4ff/xReI7KzlsA3L17t9Gy6YNoAFkmol4tE9GwNdGI7alTp4QGt0+fPhoPQiaT6TQslCMZL1++ZL169YQe1of793NDU3WnIkGDBnHbt98yeNgwIZakXC5n2L//cr6trUa5SsdN0XHRdJzgyKN3jgrHRqwfwTn756idL5fL+eTJE06bNo09evSgra2t0OO8du1atWlV6Ueo/I/5s0i3IsI9ubm5EbYguoFNmjThv//+yzp16qh5ltRnylROrrvUVnZ2rqfVB30rcXx8PMPCwjI9X1vImvQOwc5u8KW/yhSwBcU+jEpWcHDglBwcJchJtP1fjt89TtfJrnSe5Ey3aW48H3Fer7z00euLFy9YvXp1fvrpp0ICoLZtSBo3bpxa/qGhoWzYsKFGe3Xo0CE+fvw4Q6N23bp1Rj1DS0ep14T3CSw1qhTfJHzopKo6viodPB2EMEC6/BNkJ9OnT+fChQuF+g2A3bp1E47f9vdn0ODBwvb1tWt5YMQIrlCZiRMXGam149Uc6AqlZIhTQ2PIrL4mJCRw2LBheoW2ySrKOkhSiDSQGVKplIcOHeLQoUNZqFAhjfq8aJHmOnB96b28N0dvGS2ssa01oRZbzm5J3xO+nLRzEkv+WlLvTp2hQ4cSUCyXUIYG9PDwMFo2fRANIMtE1KtlIhq2JjJsnz17JrwAhgwZwrVr19LX15cLFy4URidLQ+E1dqyNDX8HOBXgQS8vrvvnH44EOBrgisaNWQBgREQEgwYN4gWVl8nRceM4x8qKq2rWZMKLF7xz/Dh/BPg/a2uenDSJi0qVylAZnps8OTt4NkkyVZrKMr+XYdTrqAyvefHiBTt27Kj2glMN5SHpLOGmoE2Uy+Vs7dmacANRTOWFWAeKGLQ6Pn4PHjyYYfkimWPqSqwtZE16h2Bejaryqu+HkabVtWoJa8pv797NUQB/+eUXk8qV18gtL125XE5/f39WqVJFqLdlypTh4MGDddbrPXv25Mr1obmB3KJXfenSpYugV6XTQ1WHPU/PnKFvnToaMVx97Oz4+s4dkuTVVau4Q8UYzi5UPfHq69TQWHKTXpVei+/fv88bN24QgNqsq/DwcP79999qMejTp/bt23PdunXCrDBjUXbg9F/ZX1hje/DGQeYblo+OXo4s4VGCk3dP1rtTR3UQYdeuXQTAmjVrZknGzMhNuhUxHaJeLRPRsDWRYUuSy5YtU4vpmj5JJBK6u7vT29ubEoDTCxbkm4gIrmvQgJGHDxNQhM34GmATNze1qZ4kGb5jB/3btuWZ6dN5wkvhsOj06dMEwBE9enB9w4ZqDz/+fTzfJr0Vfjec3JBB1xRB1YOuBbH5rObCua9eveKAAQM4e/ZsJiQkqMX3S0pK0j0yUwpEF8WoLNqAyJ9myHZLS+3AgqUK0tXVlV9++SXbtWsnXDt69OhsdaxhqZiyEmcWXokkp2+bxJm2BfheZTp01PHjXOfqSj9nZ653c+Po3r0JwOxrnyyZ3PbSTUpK4qxZs1i0aNEsTUl+//49Q0JC8mzdz2161Qe5XM758+er6dTNzY0REREkyRNeXhoxXO8GBnJN3br0c3bmphYtGHv/frbLrSuUUkZODY0lt+kVUMR5Va6z1ZVq167NqVOn8t69e2aTxZRO0uRyOfPnz08AnDt3rnAf5nRSmNt0K2IaRL1aJqJha0LDliSvXr1KLy8v9uvXj3379uU3aetup02bxvC0OH6jRo1iDYCzKlUiSS4oWpRyuZxyuZzFAY6zsqIjoDbVkyR39e7Nq76+fBMRQV9HR8ZHR5MkFy1cyD4Al6pMByOOw517AAAgAElEQVTJ+y/u03mSM50nObPOxDoc7//BK6X7ancuPbyUZ86c4bx589RedMoQL0pUQxEZkpo0aaLtP8GIiAjeSevJF9EfbVOESUUlnh08mxgKwVGYsWQUXkkfh2CqAIopsSLGkVtfuk+fPjU4Xi0ApqSkqM1sGT58OC9cuKAW0/tcunjflkhu1au+vHv3TmO0ftiwYUbFhDU36UMpGdqGGUJu0+u6des06uCwYcN45MiRbO9UMrWTNGX8XBcXF3711VcEwGXLlplKXA1ym25FTIOoV8tENGxNbNhqewCFCxdW2/fHH3+wJ8Ap7duTJDc0acLwHTtIknO7duUUgP0BBqisd4u+coWLSpXi+zdveGHhQu7o3p3n58/nqurVuap6df7y2WcEwNA0J1Xa0KbsXr16af0IVcbKff78ucYITeXKlbl9+3bh/rSlXr16MSoq42nOIoahbYowSV4Ov8x2c9ux4tiKWTZsTRniSOnROTd5Lv2YyO0v3e3bt2ut+0rPzMakn376Kadvy+yYWq8vXrzgqFGjtNYzqVTKy5cvEwCnT5+eYR4LFixgbGysQWXfv39fLRY5APr4+OSKaei6RglJ84Rpy431NTfogTS9k7T169dna9uRG3UrknVEvVomomGbDYbt2rVr1fat9/PjJIDOn31Gknx16xb927blOldXnpw0iZMATgJYslAh4Zod3brR19GRa5ycuK1TJ759/JiRkZGUSCRaPxCdnJw0gsSnV/b79+/VQnukH125ffu22r6VK1eqXb9t2za2adNGOO7v76/zOYhkjYymCHea34mXH11WC+1kLKYOceTh4cEHDx5kSaa8ysfw0tXmQCqj5RiZJeXU9RcvXnDXrl0WGefW1HrV9hwXLFhAkhoj6yT57NkzRkdHMyAggMuXL9e49quvvjJKjoMHD9La2lrIp3Dhwjx69GjmF5oJbaOESswRpu1jqK/pyQ5HW+Zykpb+f+voaL6wex+jbkUyR9SrZSIatmY0bKVSKQHw1atXavtDFizgj2mNsXJ6spLXd+7QA2CHDh0IQGePq+oHSWBgIGUymdYpw2fSwi2Q6sqWy+XCdLIKFSpk+sGZPgbf27dv1Y4fP35cq5x5jde3bwsxiFXjEJ/w9uZSe3th//29ew3KV9cU4Z2XdvJH3x9J0iSGLZnzIY5EFHwsL93o6GiWKVPGaGNWmaytrYUpkqr7ExMTc/gOTUtW9SqXyxkWFqb1WZkqSaVSo+WTyWRqax8BsHHjxmZdA6mN9KOE5m7DPpb6qovsdLRlCpYuXarxv03/rWUqPnbdimhH1KtlIhq22TBie+HCBbV9u3r3Zt9q1QiADRo0YMyjRyRJuUzGvd9/z4aAMNXGx8dHI0/l2plBgwZpHIuJiSEAPn78WPjYvHLlCskPyk5NTRXW/hYoUIBhYWF8/vy51g+cAgUK8O+//9YoRzUer74jck+ePOH48eMZEhKi1/kfO6pxiE94e/Pc7NlG56VtivAY/zF0m+bG+1EKpyymMmw/hhBHeYGP6aUrlUrZrVu3LBtUV69e1eg0CwwMzOnbMylZ0eu9e/fUnk3dunXNYthm9E4zhHfv3vGHH34waZ76oG2U0Jxt2O1nt+k40VFj5HOM/xjWnFCTTt5O7OrTVVg+khvJTkdbpiL9f9bPz88s5XxMbbGI/oh6tUxEwzYbDNvRo0cL2ykJCVxUqhTvXrkixHPtV7EiF9jbc2X16gz+9VcCYGxsrDCtSxW5XE4AbNSoUWbPXihfmcfLly8ZERHB5s2bC/u3bdsmjDIurlaNvwOcaWPD9cOGcW2/flzj5EQ/Fxf6t23Lt48fa6zJ7dChQyYSfEAZTw9QTJUOCAiwaM+oqnGIs2rYapsi3GpOK5b+vTQrjKnASuMqMd+wfKwwtgKfvXmWVdFFcgEf40s3veFlaFJ2zKmmhw8f5vRtmRRj9ar0gG/KNHDgQN68eZMPHjygnZ2dxnFxfbz+KPWqOvK5//p+pkpTSZJjA8ZybMDYnBQxQ7LT0ZapSP9/1dbZbwo+xrZYJHNEvVomomFrZsPW0dFRZ0/1pUuXWKRIEZ0fHRUrViQAjhgxggcOHKBcLudff/1FAExOTs7k0StGUXqnhV3Zs2cPL1++zMKFCxMAy5Urp3X904L58+kFcPaff3L86NFctWoVr169yhMzZ7JbOvk+/fRT7t69O1M5SHLv3r0671PV0AbA9+/f65Vnbkc1DvEJb28ur1SJa5ycGDRoEJNiYgzOT9sUYfJDJTbViK1I7uBjfum+fPnSKEMrNjbWrCOIuQFj9arP89uzZw+vX7/OgIAAHk4LIaearly5kmFHwa9pHauqqVy5cnnCW3VWUepV18hn4IVA9lvRz+j85XI5O3fubPT1GZHdjrYMJWzuXPrWqUNfR0fu7tOHqUlJjAwN5SiA/wPYG6AVwCpVqpil/I+5LRbRjahXy8TiDFsABQGcA3AFwA0Af6ft/wzAWQDhALYAyJ+23xbALgCHANin7fsBgByAs0q+1wFU1lGmzgegnFbn7u6u9XhUVJROB1AZJW1rb2NjY3nixAnOnDmT06ZNY4MGDdSuCQ4OJqDwWPz8ueYLjFSMMv6ipbyWgJphe+vWLYM8Lq5YsUK41t/fP8N727dvn9755lakyclqcYjjnz+nTCqlXCbjsT//ZJARPcvapgiTomFrqVjKSzcsLMwko4upqak5fSsmwRi9dunSJdPno83pk1wuN8oBV8eOHTXyf/ZMnAmSEUq9ph/5VNJpYSeuP73e6PyVs7Xi4uIyPVebIRgREsK19evTz8WFG5s1Y4yKf4/sdrRlCG8fP+byypWZkrbWfmfPnry6ejWXOjjwk7T/ZjuADQFKJBK9Ov0NxVLaYhF1RL1aJpZo2EoA2Kb9tkkzZhsD8AfQJ23/MgA/pf0eAaAjACcAM/nBsH0EYItKvkYZtiS5ZMkSAoowGLqMQeWa1SpVqvDAgQN8/vw5582bx1q1arFt27YaHxmlS5dmixYtWKNGDb3Xtp0+fZphYWEZyjq/aVM2VbmmR5Ei/CutV7SIyn43N7cM81ESFRXFpk2bCtfZ29tTJpOxePHiOuXMiuOS3EL4jh0acYiVvHn4kL4m9OAoNs6WiaXp9dChQ1kybC0FY/Sq65lMmjTJDBIquHDhgkZ5s2fP1uhg0GZExT54wPVublxZrRp39epFqRmMjdzGy5cvdY58Tt0zlV19umY5/A6g6bMjPdoMwWtr1nBV9ep8lTa1/OLixdyn0tme3Y62DOHt48dc5uDAxNevKUtN5baOHXlr82aurFpV+F9+BnCwSge+qbG0tlhEgahXyyS3GLZWMBFp5canbdqkJQJoBWBr2v61ALqm/c4HxeisHAqjWMkeAI4SiaRmVmX66aefsHTpUgQEBMDKygqdO3fGf//9h6CgIIwYMQISiQQ9e/ZEs2bNcP/+fbRt2xZly5bFb7/9hlu3buHAgQOQSqXYvn07AKBAgQJ4+fIljh49irt37yIwMFCjzHLlymHSpEkYNGiQ4ibz5UO1atXQoEEDnXKePXUKb06dwlUAjo6OAICtCQmYLJOhVt++aKZybu/evTO857Nnz+K7775DhQoVcOrUKQBAkSJFcPToUVy8eBFxcXEa1zg5OSEoKAj58uXLMO+PgVubNqFW377CdvyzZ8Lv8O3b8UndujkhlohIjtGyZUu0adPGqGtHjx5tYmk+HqRSqdb9ZcqUgbe3t9nKdXV1xfPnzyGRfHgtenp6wsbGBhKJBBKJBBuXLcPFhQtRYc4cvPj+e8ikUtzevBnHxo1Dg99/x9DwcBQsWRLXVq82m5y5iaDrQXCt6IqyxcoK+9aeWos9V/dgw9ANas/SWO7du5fpOZRKIU1KglwqhTQxEbb29oBEgpS3bwEAKXFxin0AEpMTcfDmQXSr3024/o/AP1DXuy6cJznjwM0DWNBnQZblNpain36KBmPGYEXFilhavjwKFC+Omr16QZaaiiFffw1AMSpRIu389u3b55isIiIiIgL6WL/6JiiM1csA4gH8A+ATAPdUjlcAcD3tdwkAQQAOA3DghxFbHwADAaxlFkdslbx//56tW7fW6AUvWLAgIyIi9O4pAMA7d+7Qz8+Pw4cPp5eXFydPnsxVq1aR1AzKDiimH2fWi+HeoAF/BFitWjWS5OvXrwX53kREcHXt2gwNDc00bMPs2bM17tHLy0uQS7nuN33atWuXXs8gt6N0EPb+zQePnHsHDOCaunW5xsmJgd9+y3dPn5qsPLHX0TKxVL02bNgww5HZAgUKEAC7d+/OwYMH59lwP0uXLmXnzp25bdu2HB/BTkxM5Jw5czRkKAbwL4CFoFjjONTKig+Cg+ljZ0dZ2sjuk1OnGNCuXbbKmxO8fPlSY+Qz6FoQa0+sbTLnSwA4bdq0TM87P38+5xcpQp9PPuGefop1vVHHjnFRqVJc+umnXF27Nt/rMaU5N5AUE8PNLVsy4cULSlNSuL1LF95Yv55PTp3iusaN6QHwa4C/mbFuWGpbnNcR9WqZ5JYRW4niXNMikUhKANgOwAvAGpLV0vZXALCPpJOO634A0ADAb1Cs020PYDeATiQj0p8/WiKhcoQzPjIS9caNQ7lmzXDa0xOy9+9hZW2NxrNmobSra5bvKTo6Go8fP0b9+vVhZZX5QHdiYiJu3bqFOnXqwMbGBtbW1jrP3de/P2zq1oWjuzvs7e3x9v59WJcvj1u3biHx4EFI79xByzVrMi3z0aNHePnyJQDAwcEBZcqUUeupfvbsGZ4+fap2TeHChVG9evUM5RPRjlQqFZ+bBWLJen38+DGio6M19tva2qJmzSxPksnV6KPXpKQk3Lx5M8Nz6tSpg0KFCplSNL14+PAhYmJihO1XO3Yg2s8PkgIFYOvqikbTp+N0377oHhYGAEh48gQH+/RB1+PHs13W7ORt4ls0mNMA58eeR7GCxQAADWc3RIosBSULlwQANKjQAHO+m2N0GRcuXICdnR0qV66s83+U/OYNDg8ahK9WrkT+4sVxeMgQVP72W0Tu3QsnDw+U/vxzXPfxQdy9e2g2f77RsmQXETt34smhQ2i2QDFqfG/LFry8cAFNZs0CoHgm7y5cQGxwMCr+9RcAxWwDU4yOK7HktjgvI+rVMjG3XkuXLg2SmTcw+li/xiQA3gA8AbwCYJ22rwmA/Rlc8wMAn7Tfw6BYk5vpiK1q3FL/tm15P80J0v29e7mpRQtTdRYQUHiqzAylswmlfBn1YqQkJHBOkSIsCLBly5YkyR3dutHX0ZFzHRw4CODUsWM5efJkHjhwIMNylWEpChYsqPX4vHnzdI7WmCsOnSWT3b2OsQmx7L6kO2tOqMlaE2rx1L1T7LWslxDDsdK4SnSZ5JKtMlkilt6bPHHiRJ3twOzZs7O8HjG3oo9ef/zxx0zXHJcqVSobpNXO2LFjibSR2uH5wCIdQKsuoHt50LUZOC4/OGH7BDp5O7HJ77XpVc6WT2Kf5Ji82UF21FcA/PLLL4Xfhw4d0jjntr8/gwYPFravr13LAyNGcIWKx+C4yEiurl3b7PKagqdnztC3Th2mJCRQLpdz78CBvLBwIeOjo0mS+QAOA1hVpW5oi/iQFSy9Lc6riHq1THLLiK3J1thKJJLSaSO1kEgkhQC0AXALiqnGPdJOcwewU88s/dLyKJ3ZiY9CQ1GialUUr1QJEpX1LMkq61lMQVBQEJ4/f44vvvhC5zlyuVwY0X3w4EGmedoULozBUVGQ2djg8OHD+O+//9Bl2zb0v3gRTQICcM7RERNmzYKXlxfatWuHjRs36sxLuR4uOTlZ6/FGjRrpvFbbemGR3MWozaPQvm573J5yG1e8r6B2+drYMnwLLntfxmXvy+ju2h3dXLtlnpFInmby5Mm4f/++1pEVT09PVK1aFevWrVN2HuYpmjRpkuk558+fzwZJtDNlyhRs3LgR83/+GZ/WcULyAWvIdwLXnwGVo4FCKcD0nlPh08oHW3uuRrFPHTB59+Qck9eSUF1je+nSJY3jxSpWxLMzZ5CamAiSiAwNhV2dOkiJi0PM3bsAgMiDB2FXu3a2yZwVyjdqhBo9emC9qyv8nJwAuRzOw4YhbPZs+NaujeU1auAmgPsq1yxZsiSnxBURERFRoI/1q08C4AzgEoCrUIyyeqXtrwJFGKB7AAIAFMggjx+QNmKbtv0rFD2BGY7YqsYtfXXzJpdVqMBlDg5cam/PN3quodVF+lGy2WtnE5+D6AaW+6kcm89oziexTxgeHs5BgwYJPZfhKi799enFGDx4sHBtuXLlaGNjY7A3TuU5Tk5OWo9LpVL26dOHHTt2ZHR0NDdv3myR3k+zi+zsdYxLjGPlcZV1jqbJ5XI6eDqoedUUMY681Jt8+/ZtTpkyhV9++SXLli3LTz75RGgPevfubXBsa22eeve5u3N55cr0c3Ghn4sLoy9dMtPdZExGepXL5QwJCeHw4cNZoUIFli1bliNHjuTEiRM5fPhwtXbyu+++y0aptaM6mhYVFcXehcBmdcEBAF3S5OwGsE+TihyxfkROi2tWsqO+Ktefk4r37E8//aT1vBNeXlxdsyZ9HR25d8AApr5/z7uBgVxTty79nJ25qUULxt6/b3Z5s4unT59qfKPIZDKT5Z+X2uK8hKhXyyS3jNiabSpydiQAGnFLQzw8eGfrVpLkrS1buKV16yw9yIGrB3LlsZUkFcHUYxNi+eTlE7q4uCgackcQzT406v3799cIm6OPsmNiYujp6UlbW1udU+AaNmyoM1bcwYMHhfPOnz+v9/198cUXBMDq1avTysqK7du3tzinMeYiOxvnS5GX2HBqQ7qvdme9v+txiN8Qxr+PF44fvXOUn0/5PNvksWTy8ktXJpPRz8+PRYsWJQC2bdtW7/ZAV7iTfe7uvB0QYE6x9UJVr7GxsVy4cCFr1qyZ6dRjAPzmm2/Yt29fvZejZAeqRtRfTaqyn3cvlgLoAXBcAXBABTBfF/D0pdM5LapZyY766ujoqGbYttURUi6v4evra9ZlTXm5LbZkRL1aJqJhayLDNn3c0gXFigmjWnK5nAuKFjX6IWY2SkaSU3ZNYZ9FfTI8xxBlp6SkMDIykgkJCbx7967aC8Pf31/ndaNHjzbqo2vTpk0aL6ZChQppBKM/ffq0ydfPfOxkZ+Mc9jCM+Ybl45n7Z0iSv276lRO2TxCOj1g/gnP2z8k2eSwZ8aVLXrlyhWXKlCEAdu3aVWuM6/v377NGjRrCtra4lw/3789Vhq1UKuWmTZvURqZVU/Xq1TM1cocMGZLTt6JG+hiu+/fv/yCvCwhX8I8//shhKc1HdtTXHj16aPwPEhISzF5ubiciIkJrHbl3755J8hfbYstE1KtlklsMW5Otsc0p0scttbW3R9TRowCAR4cOoWT16kbn/eDlA5QuWhqD1gxC/cn1MXTtUCQkJwAA/tr+FyqMrYDN5zdjoftCk3kCtLGxQcWKFQVvxS4uLsKxXr16wcPDQ+t1ypi1iYmJBpVXsmRJjX1JSUkoWbKkEDNRIpGgSZMmaNGiBeLj47XkImJuHEo6wKGkAxpVUayT7uHaAxcfXQQASGVSBF4MRO8GGcc4FhHRF2dnZ4SGhqJkyZLYsWMHFizQjKe5evVq3E1bOwhoj3tZuV07AMCJv/6Cn7MzDv/+O6Q6fACYk+joaISHh8PW1hZ9+/bFq1ev0LRpU8yePVvtvFmzZqFKlSoZ5vXLL7+YU1Q1SpYsqfaMtZE+hmu7du0gl8sVB+8DqAzMnDlTrzisIgrOz5uHNY6OWFO3Lvb07YtlPj74qW1b/AbgdwA/A6hYpIjwfixVqhRGjhyJ06dPKzvd8wSVKlXSun/RokXZLImIiIiIgo/asLWBwhlDjW4fHOa0W7kSR//3P6x1ccHxP/9E2xUrkJKSgpZft4SkjQSSnmmprASSBhJ8NuYz1Pu7HtrNa4enb9RD4UjlUlx8dBE/ffUTLnldQpECRTAzaCYAYNp30xA1Kwr9G/WHzyEfs93j5cuXcfDgQWHbx8dHeJl6eHhg6tSpKFGiBM6cOQMAGDFihEH519bhyEL4MEqHra2tQfmLmIZyxcuhQskKuPP8DgAg9HYo6pSvAwAIuRWCWuVrwaGUQ06KKGIhREVFwcXFBS1btoSnpycAhcMp1VAzAHDu3Dm17fexsbi3cyd+fPgQI54+RWpCAm7+9x++nDEDg2/fxoCwMCTFxODcP/9k270AwPLly1GuXDm8ffsW79+/R7FixfDrr7/i+PHj+Oqrr4TzHB0d0aVLF9y/fx+JiYl48OABGjdujHz58gEAOnbsiJMnT6J+/frZJvubN2/w22+/ZXjOpnOb0NftQ+dueHQ4JBIJSKLdj+2AOMX+6tWr5ymjy1jePXmCiwsXYsD58xh0/TrkMhmeBQXh84gITLh5E3NJDF28GKv69MGKFSvw1VdfITY2FosXL0bTpk1hZWUlvKNdXFzwzz//4NGjRzl9W9lKUFBQTosgIiKSV9FnWDe3Jujh8Gjr1q2K6THNwYYDGnLfvn28fus6p/87nbD5MHVm3oF5HL5uuNq1z948Y6VxlYTtY3eOscOCDmrnRLyKoKOXY4YymGJ4Pv20ZG1p+PDhWqcMZkZiYqJe68z0CVCfl8ju6TSXIi/x8ymf08nbiV18ujAmPoYk6b7anUsPL81WWSyZvDxNSiaTsXz58kKdv3r1Kps3b04AHDVqFB8+fCicW7x4cTWnc1rDnaRzshN5+DC3dexo9vuQy+W8cuUKq1atKtxLcHAwR4wYwWXLlglOsaRSKf/3v/9x5cqVZpfJGJRTo3WR8D6BpUaV4puEN8K+bku60dHLkU7eTuy0sBO9Z3kLz2DkyJHZIXa2Yur6qmtK/aoaNfj0jGIpyJnp03ls/Hit19+4cYMTJkxglSpVdL5LnzwxLgTT+fnz6evoSN86dXh+3jySZOLr1/Rv04Yrq1Wjf5s2TIqJ0biuS5cuJnXqpEqfPn007s/GxoavXr3Kct55uS22ZES9Wia5ZSpyjhunWUmZGbbbtm0jADb9qqnOtbLh4eHCWqT0hi1JfjHzC95+dpsk6b3Tm2P8x6h5nl0YspDdl3TPUA5TKVsul/PGjRtqL5AqVapw0aJFah+c+hITE6NzrVn6ZIhDqryC2DhbJnlZr+fOnRPqfMWKFUmSO3bs0GgPhg0bRgCsXLmycK2uuJfvnj4lqWi/QkeN4tFx48wmv1wuZ506dTTkdXNzY1RUFFNSUsxWtjnYsGFDhoatvqg+ix9++MEEkmn3gB0REsK19evTz8WFG5s1Y4xKdABzYY76en7+fM4vUoQ+n3zCPf36kSSjjh3jolKluPTTT7m6dm2+T+eHIiNSU1MZHBzMgQMHsnz58katQX1x7Rp9HR2ZkpBAWWoqt7RuzZi7d3nE05NnZswgSZ6ZMYNHxo7VuBYA69WrZ3CZ+iCXy9X+X0pHW5dM4P08L7fFloyoV8tENGzNbNjKZDICYIMGDTL0KPtn4J8sP7o80Q3s3KuzRj7aRsnS94g/jnmcoTJMreyMHFXpiz7GbJEiRQgg145m5DRi42yZ5GW9rly5Uqj/q1evJqlob8aMGSPsV4Y+UaYlS5YIbZK2cCebW7bkmrp16evoyD39+zP53TuDZJLL5fT19WV8fHyG5506dYr16tVTk61AgQK8du0aSfLmzZsEwDZt2pht9MrUSKVSAuCZtJFCY/Hx8dFo398ZqAdVdHnAXlW9Ol/dvEmSvLh4Mfe5u2dJbn0wdX1Nionh5pYtmfDiBaUpKdzepQtvrF/PHd99J4zYnp01i8HZ7ETstr+/WpmnJk/m2X/+4aoaNYTOo3dPn3KVikM3JYGBgQTAkJAQk8lz9epVVq5cWef3w8mTJ7NcRl5uiy0ZUa+WiWjYmtmwdXd3J6CIqZaZR1mSbPpTU8IVZunRzw2V+MaNGxw9ejTv3LnDBQsW6GXYVqpUiW3atNHwkCyiIDfoVcT05GW9qrYNhw8fVjvm5uYmHJPJZNy4caNae1G4cGGTeU5/+fKl0LGmmrTx6NEjDh06lFZWVmrnFitWjLt27aJMJmO/fv0YHBwsHDPFNElzoU/bbEhShoibNWuW2v6oqCijZczqdF1TYur6qnVK/YgRXFGlirAvLjKSq2vXNmm5mfHq5k2uql6dia9eMSUhgf81bsyQkSO5sHhxtfMWliih9Xp7e3sCYGpqqtEyvH79ml26dNGYDaHtfxcUFGR0OUrycltsyYh6tUxyi2H7UTuPyoi1a9eiYcOGsLKyytCjrJINkzcAlYH169fngLTm55tvvsHcuXNRs2ZNLFmyRK9rIiMjERISgkuXLplZOtPwJvENeiztgVoTa6H2xNo4ff80AGBR6CLUnFATjl6OGLt1bA5LKSKSe3FychJ+29nZqR1bvXq18PvChQvo27cvSEImk+Hff/9FYmIiWrRoAYlEgmbNmiEqKsqgskkKjncaN26MhISEDM8fPXo0JBIJKlasiFWrVgEAxo0bh4SEBJw4cQJnz55FaGgo8uXLh40bN6pdW6pUKYNky07i4+MRHR0tpGfPnqltG5Li4uKQP39+ABAcgSm5efOm0TLq8oD99apV2NahA5Y5OODG+vVw++OPLD2LnKBYxYp4duYMUhMTQRKRoaGwq1MHKXFxiEnzUB158CDsdDheNBd2tWvDbdw4BLRti23t26OMiwusrK31vj4iIgIAULNmTYPKlUql8Pb2hkQigZ2dHXbu3In27dsjOjoaJHH48GGMGjVKZ3kiIiIi2Yo+1m9uTchgxBYA586dK2zrs1YWrcGGDRtm2GNgDLmhd8rT09PoHv+PZcR24OqBXHlMMW06OTWZsQmxPHTrEFv/25rvUxTOYqLjok1WXm7Qq4jpyct6jYmJEer98OGaPgcKFy5MAA3HjcIAACAASURBVDx06JDW69++fcuBAweqtR8jRoxgYtqU1YyIj4/PsB3q06cPSTIpKUlj9LFDhw68evUq4+LiOG/ePK3XBwcH85tvvuHz58+z9pA+YoKCgrSOgF+/fp2nTp3SO5/cNF3XHPVV25T6u4GBXFO3Lv2cnbmpRQvG3r9v8nIN4dj48by4eLFeU5GV7Nu3jwC4e/fuTPMXHG+mpfLly2foa+PixYtq53/77beG31Q68nJbbMmIerVMcsuIbY4bp1lJmRm2GzduFLb1WSuLworpa6RiXde0adMIgOfOndP3uWvFXMqWyWTs27cvu3dXOK968uQJ9+zZo9Uz8tdff220YbtkyRKzyG9K4hLjtDoI67m0Jw/eOGiWMsXG2TLJ63rVZviQZHJysrBfH+c34eHhdHZ2Vstv2bJlGnX05cuXnDhxIg8cOKCzDeratStPnjzJCRMmsGTJkhrHU1NTefnyZZYoUYJlypTROD5q1Ci+ePHCpM/pY2Tv3r1qz+XAgQMkydatW2voOyNy03TdvFRf46MVHbNxkZFcXbMmk2JieHjMGHXnUZ6eGeZRo0YNtSnqqly7dk3Dm/P69ev1lk9bvcwKeUm3eQlRr5aJaNhmg2Gr7OE35KEBYOfOnYXfjo6OWV53aw5l3759O0NjtEKFCvzqq684e/ZsPnjwIMNzHz9+zN27d/PZs2ccN26cxvHSpUubXH5To8tBmMskF3rt8KLbNDc2n9Wc5x5krZNCFbFxtkzyul5V6/44FQ/GISEhwn5DnS+lHylUOoKKi4vT2S4pwwkBYN26ddWO1a1bl/v27ROM5EOHDqkdP3bsGHfu3CmE9SFFvZKKNZLpnzNJ7t+/nwD0dkyoywO2j50dX9+5Q5K8umoVd3TrZrZ7UZKX9Lrxiy+4unZt+jk7MyLNEVTiq1fc0qoVV1arxi2tWjHx9esM81A6JPvkk09IKv4T3bp1U/tPeHp6ajV8M8PW1lYtnz///NPwm1QhL+k2LyHq1TIRDVszG7bKMDb6ovrRBoBDhgzJcm+jEnMoW5sBakzas2ePWr5yuZzz589n//79OXjwYDZr1oynT582ufymRpeDMEcvR3ps9KBcLufZB2d1hn0yBrFxtkzyul5VjcSZM2eSVExR3rRpk7A/KSnJqLxlMhlPnDgh1MEjR47o3VaVLVuWw4YNY2hoqJCfXC4Xplcqk6+vr9ay87pelfz2229qz6thw4aMjY0lAAYGBuqdT26Zrptb9Hr72W26THIRUtGRRTnv4DyO8R/DmhNq0snbiV19ujI2ITanReXhw4c16le7du1MMk1fW8eJseQW3YqYFlGvlkluMWwlinM/TiQSCXXJ/+TJEzg4OGDTpk3o06ePPnkJv+Vyudp2Vnn16hU++eQTk+UHAL///jvmz5+f5Xxyk/7fvXsHFxcXBAUFGezg4nncczSe0RgRMyMAAMfvHsfM4JmQyWX445s/8FXNrwAAVf+sijPjz6B00dJZltccehXJefK6XmUyGaxVnNKQxLhx43Dr1i3s3r0bQOZt5Nu3b3Hy5EmcPn0aJ0+exJMnT0ASxYsXh5OTEypXroxChQohMTER3t7eatdOmzYNf/31l7Btb2+P6dOno3v37rC1tRX2h4eHo0aNGmrXzpgxA3/ocFhkSXq98/wOei/vLWw/ePUAk7tMxuv419h5eSesJFYoU6wM/Ab5wb6Evdq1MTExmDZtGubOnas170uXLqFevXpmld+U5Ea9yuQyfOr5Kc7+eRZ3nt9Bq1qtYJ3PGuO2jgMA/NPjnxyWEBgyZAj27NmDPXv2oGHDhibNW7VtuH79OhwdHY3KJzfqViTriHq1TMytV4lEApKZG2f6WL+5NSGT3sAWLVoQyDx2m9IhysOHDwmYJrC4KuboxTh16pRJRmxzC76+voJMxj4vbQ7Clh5eyok7JpIk7zy7QwdPB3HEViRDRL2SHh4eQn3s2bMnly5dyvz582udipyamsqjR48K6zSzkjZv3ky5XM7Tp0/T2dmZBQoU4ObNm9Vka9CggV6zT9JjqXqVyqQsO7osI15FMC7xg6O/BSELOHydpgMwUuGoS9ea5u+++47btm3j2LFjs+sWskRu1Ov+6/vZdEZTjf2BFwLZb0W/HJAoe1H9P1VRWXdtKLlRtyJZR9SrZZJbRmz19xX/EXLkyBE4OTmhTZs2qF69OsLCwlC8eHHheEBAAHr16gUAuHjxIipXrgwA2LBhQ67tsR43bhxmzZplkrxUn0VOkZiYiKJFi0Iul6Ndu3YIDg42erR8Ud9F6L+qP1KkKahSugrW/LAGRQoUwWC/wajrXRf5rfNj7aC1Jh2NFxGxRMaPH49FixYBULSTAQEBGscNbYe6d++OYcOG4dy5c1i5ciXq1KkDR0dHlC5dGl26dEGtWrWEcxs3bozk5GQMGDAAW7ZsQa9evUASR44cwfnz5zXyfvToESpUqGDEnX78hN4KRdXSVVHJrpLa/oTkBJ1tXZEiRdC2bVuQxJUrV+Dq6gq5XA4A2L59O7Zv3w4AcHBwwMiRI8U200A2h21GX7e+Gvt9T/qid8PeWq6wLA4ePIi2bdsCAB48eICkpCQUKlQoh6USERHJE+hj/ebWBD1HHFetWqVzhKB06dJq3jIB0N7eXq989cUUvRhSqZTHjx83eiSkaNGiGvtcXFxMcHfGs3nzZkGWs2fPZmvZW7du5bZt27KUh9jraJmIelVQtmxZk8wKSZ8yG1lVsm3bNtrY2GSan9IRVWZYql4HrRnERaGLhO0/A/+kg6cDHb0c+eKt/p6g03vDVU0LFiwwh+gmQZdeQ0JCWLNmzWyWRhFqzu43Oz6PU1+vOnXPVHb16WqyGUPZzfn58+nr6EjfOnV4ft48kmTi69f0b9OGK6tVo3+bNkyKiSGpWPvepk0b4f/TvHlzo8q01Dqb1xH1apnklhFbqyzaxR8FQ4YMAUlERUVh8eLF+O2333Dw4EGkpKTgxYsXKF36w3rLhg0b4unTpzkorSbx8fGwtrbGl19+aXQeNjY2GvsmT56cFbGMJjk5GSVLlkSfPn3QuHFjyGQyuLm5ZVvZRYsWRY8ePXDmzJlsKVNE5GPkwYMHWvdPmjRJo+0wZERvzpw5GR5/8+YNxo4di+7duyM1NVXnebdv3wZJFClSRO+yLY0UaQp2XdmFng16CvumfTcNUbOi0L9Rf/gc8tE7r/DwcJ3HRo0ahWLFimVJ1uzms88+w507dzBp0iSz5C+TybTuD7oeBNeKrihbrKywb+2ptdhzdQ82DN0AqVSKEydOmEUmc/Hy+nVcXbkSA86dg/uVK7i/Zw9iw8NxbuZMVGzdGkPDw1GxdWucnTkTANCqVSuEhIQI1x87diynRBcREclj5AnD9vy8eVjj6IiD7duj4vHjmD1jBpLXrMG6unWxpm5dBA8eDFnaB1T//v1zWFpNEhMTs5xH0aJFNfY5OTllOV9D2bVrFwoWLIg3b97g6NGjOH36NJ48eZItZW/fvh0FCxZEfHw8jh8/brIp3abk0qVLygXyOS2KSB6ncOHCuHnzprDt7e0NkvD29sbEiRPVekilUil27typkYeDg4Padv/+/REaGqqzzCVLlqBkyZKYPXu2xrFOnTrh+PHjSElJAUmDHcxZItqMKCX9GvXDtovb9M7LysoKzZo1AwDUrl1b4/i7d++MFzQHqFKlCn766Sf8/fffePbsmUnyjI6Oxtdffw2JRAJra2ut7fSmc5vUpiEHXw/GP8H/YNfIXShcoDBu3LiBL7/88qMybmNu3YJ948awKVwYVtbWqNCiBcK3b8e9nTvh6O4OAHB0d8e9HTsAALGxsRp5XL9+PVtlFhERyaPoM6ybWxP0mIr89vFjLq9cmSmJiSTJnT178tqaNby/dy/lcjnlcjl39+nDS0uWkCSfPn1KQHvwcmMxxfD8vXv3MpyOd+TIEYaFhXHkyJFctGgRK1asqHFO4cKFWbBgQQLgmjVrsn5jRqCURSqVMikpSXDc9eTJE7OVmZKSwvLlywvTrw2JwfnixQtaW1trDf1k6mkXJ0+eJADa2tqaNF8RwxCnSalz584dzp07l1KpNMPzlLFQN2/ezJIlSxIACxQoINT5UqVKMS4uTuf1upwZ7d692yTTNy1Rr72X96bviQ/hje4+vyv8XhiykN2XdDcov9DQUJNPPTc3mek1q3IkJydzzJgxavfUo0cPxqRNu1Ul4X0CS40qxTcJb4R9VcdXpYOngxAGaPi64UK8V0PjQesrZ0b1zBhe3bzJVdWrM/HVK6YkJPC/xo0ZMnIkFxYvrnbewhIlSCqWTrm4uKg9M3d3d4PLtcQ6KyLq1VLJLVORLdp5lBJKpZAmJSGfjQ2kiYmwtbdH5XbthOPl3Nzw7vFjAED58uUBAMHBwejcubPxZZKwsrJCfHx8lmRPTk5GwYIFMz0vJiYGLVq0QIMGDQAAI0eOxOXLl/H5558LTkEaNWqEwMBAlChRIksymYKdO3eie/fuAICTJ0/C3t4+kyuMIygoCB06dAAAhISEoHXr1npfqwwZBUAt/Ik5OHToEFq3bo1PP/0Uj9P+iyIiuYEaNWpohNXRRlhYGACgd+/eaNiwITw8PLBv3z7heL6YGEwqXhzlypXDJ598gph797Dz/Xs8ANANgA2AXwFsBxAFIDAwEF27dhUdF+kgMTkRB28exPIBy4V9fwT+gTvP78BKYoVKdpWwbMAyg/Js1aoVjh49ijdv3oAkevfujeTkZADA9OnTDQ7b8tlnnxl0vjmIjIxEpUqV4OnpqXUmgC42bNiAAQMGCNvVqlXDjh07MnwGhQsUxuv5r9X23Zt+T+O8Bb0WoGDBgqhfvz6uXLmit0za+O+///D9998L23Xr1lULi2UK7GrXhtu4cQho2xb5bW1RxsUFVhm8E/Ply4czZ86oOYxau3Yt5s2bh5IlS5pUNhERERE19LF+c2uCnr2w5+fP5/wiRejzySfc00/d1b40JYVr69dn1LFjar0CvXr10ivvjADAjRs3ZqkX49mzZ1p7watVq6Y2Envr1i2t1797944A+PPPPzM6OtpoOUxFcHCwILerq6tJe6xVkUqlrFGjBgFFuAFtI64ZoQz9BEDntabqndqzZw8B0NHR0ST5iWQNsTfZODp37qwxMvb69WvGxsby+++/V2u/JAC9AJYA+CPAmmn7awGcVqECU1JSTC6fqFfD+frrr9X0FhUVldMiaaCPXpUjmZGRkRmed/78eZYrV07tngMDA00lqhqBgYEEwIMHDxp8rTY5t2/fbgYptXNs/HheXLyYq2rU4LunT0mS754+5aoaNYRzEhISNL5bpkyZYlA5Yp21TES9Wia5ZcQ2x43TrCR9DNukmBhubtmSCS9eUJqSwu1duvDG+vXC8eChQxk6apTGw9PXaM4IAOzUqRNfvnzJlJQUuru7EwBv375tcD6qaePGjWrHMzMOAbBgwYIGy28uALBhw4ZmLUM5FXv37t0kyd27dwtTyDLjzp07wrPO6NmaohIHBAQQAJs1a5blvERMg/jSNQ7lh7YuLl26JNSrGgB/Sfs9FKALwP/++4/X1q3j7r59zSKfqFfDKVasmNq75++//85pkTTQV6+63uvPnz9nu3btPtxncbDsT2XpPMmZLpNcWHRkUc47OI9j/Mew5oSadPJ2YlefroxNiM2y7Pb29hl2nmYoJ8DJkydnukTAVMSndYzHRUZydc2aTIqJ4eExY3hmxgyS5JkZM3jE01M4/+XLlxrfLpUqVTKoM1uss5aJqFfLRDRss8mwve3vz6DBg4Xt62vX8sBPP5EkT06axO1dulCerqHt1q2bSQxba2trAor1r8qGvUePHgavF0tJSdF4QRjycpg7dy4B5JowA87OzmZfezVz5kzhg6Fy5cqK0aBatTL9CLhy5YrwjDN7XlmtxH5+fgTADh06ZCkfEdMivnSNAwDLlSuX4TkPHz5kkyZN+GPx4mwKcOfOnXx+5QqXVajAZQ4OXGpvzzcREWaRT9Sr4ai+c7766iu10Hi5BX31qvSfMWLECCYnJ3Ps2LFq9/fdd9/x9evXatdIZVKWHV2WEa8iuP/6fqZKFQbo2ICxHBswNsuyK9/tlStX1no8OTmZnp6eanJ269ZNQ87sYOMXX3B17dr0c3ZmREgISTLx1StuadWKK6tV45ZWrZiYTi5ts82CgoL0LlOss5aJqFfLRDRss8mwfXrmDH3r1GFKQgLlcjn3DhzICwsX8srKldzQpIngVEqVbdu2mcTw+uKLLwiAwcHB9PDwYFJSktF5pTduQ0ND9b5WJpMRAH18fIwu35SEh4frNS0sKyjv2ZCX6blz5wiA+fLl06sTICuVePHixQTAvmmjU/PmzTO7sS+iH+JL1zgAsHPnzpmeJ01Opo+dHeOfK+J8hnh48M7WrSTJW1u2cEvr1maRT9Sr4fz6669q7WhuxBC9Tpo0Se1+qlSpwqtXr+o8f//1/Ww6o6nG/sALgey3op+WKwwnKCiIALhr1y5h33///ach565juwQHVKojyRO2T6CTtxNdJrmw7dy2fBJrPkeMhrJkyRKtxq2+iHXWMhH1apmIhm02GbYkecLLi6tr1qSvoyP3DhjA1PfvOSdfPq6oUoV+Li70c3HhSZUpVklJSQSQ4ZrUmzdv0sbGJsNGWvnCUl1XWqBAAaNHTrW9IN69e0eSDJs7l7516tDX0ZG7+/RhalISLyxaxJVVq3I2wCIm/DA5cuQI379/n6U8ALBx48YmkSejMgDotV7v6NGjBEA7Ozu98ze2EsvlcgJg67QP+ClTphAAPTw8jMpPxLSIL13jAMCJEydmel74jh30b9tW2F5QrJjQJsrlci4oWtQs8ol6NZz0nqqV3H52W6uRZY7puplhqF5HjBjBgIAAvc4dtGYQF4Uu0tjfaWEnrj+9XssVxlGrVi1hxoPq8962bZvW81VHkuMSP3hAXhCygMPXDc+wLJlMxnr16plM9syoUqUKy5Yty6pVqxo8aivWWctE1KtlIhq22WjYGgMALlqk+ULbvn272otnx44dOvNQjsKpGrbKKU/GuOP/+eeftRq3ukIaXdi1i5WKFuV4gIXTzo2Pjze43PQA4MmTJ7OUx8CBA80+ArB3714C0GukHACLFStmUP5ZqcRK3Y0bN44A+Oeffxqdl4hpEV+6xqHaJk2aNEnnusFdvXvzqu+HEDWra9Vi5OHDJMmIkBCuc3U1i3yiXg0n/TpJbR0X5p6uq4+M5iA5NZl2v9nxedxztf1T90xlV5+uJl3aI5VKhWfs5eWV6ZpbXSPJ0/dO54j1I/Qq699//82SzIaS/r+k7zUiloeoV8tENGxzuWFbq1YtwUmTXC7nX3/9pdYoZzR9SYnS8UZ6w1aZLl26ZJRs6fMpBtCnfHk+vHGDqcnJXObmxhoqx/+1s2NC2ktl6NChRpWp5P79+wSQZYcVb9++JaBYf2xOAHDkyJF6nWfo/ykrlTgiIkIoc/r06UbnI2J6xJeu8YSFhWXoVTYlIYGLSpXi+zcf4nxGHT/Oda6u9HN25no3Nz47f94ssol6NZzk5GSN903z5s3VjLrsmK6bEebS645LO9h2blu1fX4n/dh4emMmvE8wS5n6kn4k+c/AP+ng6UBHL0e+eJv5Oujq1aubrGP5/Pz59HV0pG+dOjw/bx5JMvH1a/q3acOV1arRv00bJqXF/G3WrJnwP9q8eXOmeYt11jIR9WqZiIZtLjdsSUWonDZt2ggNcaNGjbQGZdeF8jpdhi0Auri4cMaMGQaNpKZfPwqAXwCcCtAbYN+0fWFhYSTJ5ZUqMeHlS7q6umb5ZTZ16tRM83h9+7YwxdvPxYULihbl+XnzeMLbm0vt7YX9taAIVWRO6tatq9c93717V++XrZKsVmKl7nKLUy8RBeJL1zSsW7dOrY2qVq0ar1+/nmPyiHo1js8++0zn++vWrVvZNl1XF+bSa+/lvel74sPMgqBrQaw9sbZehqM50TWSTCpGbL12eGWahzKMoCG+OrTx4to1+jo6MiUhgbLUVG5p3Zoxd+/yiKenurfksYqR+5UrVxo0aivWWctE1KtlIhq2udywff36tdD4enh4GDVCqY9hq5pcXV25bt06vQ2ds2fPEgALARwOxTpaK4CD8+XjvqlThXyUhq1ytPXhw4cG34sS5WhMt27d6OTkxEKFCmU4NVkmlXJx2bJ8ExHBE97ePDd7tnBszpw5ZjfslKF79Im/qOzF1leerFZi5WhIz549s5SPiGkRX7qmJTk5WYgjqkzdunUzqJPQFIh6NY6wsDA2btyYtra2mu8tK2TbdF1dmEOvCe8TWGpUKb5J+DCzoOr4qnTwdBDWFWe2ltVcaBtJVhLxKoKOXvrFQzdmllJ6bvv7M3jIEGH71OTJPPvPPzrj27569Urt/3PmzJkM8xfrrGUi6tUyyS2GrRVEtFK8eHEAwIMHD7Bw4ULky5cPABBz5w7W1qsnpIXFiuHC/Pl4cfkyNjRujLX16mF9gwZ4cvq0wWVevHgRAwcOhJWVldJwzxA3Nzf4+/ujOoAYAAkA5ACuyGRYOWECrKysUL9+faRKpQCAKlWqAAB69+5tsGxKnj9/DgAIDAzEtWvXkJSUhHLlyqF06dJaz38UGooSVauieKVKGsd+//13AMDSpUuNliczatSoAQDo27dvpudeuXIFADB06FCzyaNK/vz5MXnyZAQEBCAmJiZbyhQRyW7y58+P2bNngySeP3+Odu3aITAwEKVKlYJEIsGUKVMgk8lyWkwRHTRo0ACnT5/G5cuX8eTJE/WDDoD1G2uULVYWAJCSkoLVx1djz9U92DB0AyQSSQ5InHUKFyiM1/Nfo3jh4sK+e9PvIWpWFC57X8Zl78tY9v2yHJFt07lN6Ov24X0WHh0u/N51eRdqlaulVz6n075RHj16ZLQsn9Sti8fHjiHp9WukJibiwb59eBcVhcToaNiWLw8AsC1fHokvXgAA7Ozs8MMPPwjX9+jRw+iyRURERLSij/WbWxPMPBUZmax/VB2N9G/blvf37SNJ3t+7lwtr1zZ4xFY1GdLzcW3fPv4P+D97Zx5WVfE+8M8BBUEFURRRXHMHEXFBzdI01zSX3C13y/xlZWWZuaC5lZlbprnhUqZpmWRq7mnuqIiKuKO4oKCAyn657++PC/cLArKvzud55uGeOXNm3jnDPee+M++8r1SxtxdA+oK8nKiu721tJTy+vmHDhmVplhaQqYk8SKfFjqFD5VS8E67/pkyRn6pUEY/69WXH0KES+eiRmJiYZEme1MyePfv0MeZNL15cxqazjYSYgelx7pVds1OAFC1aNFvqUmQdNZucO5w4cULKlSuX5Ln3PGd8WUWNa/bh5eVlGLPXEGomenc5ILyF3Ai8kWuyvEjjmtJKcs8fe4rjZEepP6W+dFnYRW4/up3u+iDt2NOpodfr5fDhw/J569byqampvA/SE2RAiRKy0No6SdmFpUoZPye2hgPk+vXrqbbxIo3ti4Qa18JJflmxzXPlNCspNxRbJyenVM/f+Ocf+aWFwWnGpvbt5WL8/kzf9etlYvXqyRRbBweHdCu29+/fl5iYGNHr9XL06FHx8/N7rqztQcaBfArSD8Q0Xrn9CuQ7U1P50d5edg4fLk+fPs303pqEvb1XrlxJV/ln41U+DQyUOJ1O9HFxcnDCBNkxdKgxnER4eNadcSSeaEjMzg8+kNdB/vvvv3TVA+kL+5PRL3FqSviK116TsSA/1qwpP1WpIqsbNMhQvYrsRb10c59n9+PmhAmrGtfspUnzJsLbCEUTvbt6I/RD6GFIuWGuq8Y18yxbtkwAiYiPqJAaN2/elNmzZ4uzs3Oqv1lat24tCzt1kqPff5+qKXICz16bGmpsCydqXAsnSrEtAIptrVq1nvvQTbwaGezrK0srVZKlDg6ypEIF6dG6dTLFdsqUKRleuU2cHj9+nKos1tbWqV63ePHiJGUBMTMzy/D9SIj1ml6ejVeZmNAbN2SVo6NRnnfffTfD8jxL4omGBPR6vSx1cBBb0h/OZ/v27QJpe63Oypf4WSU8Yaz2ffJJkpjKitxHvXTzjujoaPnrr79ypG41rtlLQjzu5yVPT88cl0ONa9YApFu3biIi8vTpU1m/fr106dIl1TF96aWXZPLkyXLx4kXDNffvi4hI2M2bsrJ2bYl89Ej2f/ZZUudR48YladPX1zfZRH5KqLEtnKhxLZzkF8VW7bF9DgMGDEj1XFxMDNc8PanduzcA3kuW8Nq8ebwXEIDbjBmUPXAg2TUffvghR44cwd/fHxFh3759GZLHysoq1XOJ9608y//93/+haRplypShevXqlCpVipiYGL7//nvGjRtHq1atCAoKSrP9X375JUPyXvz1V+ok2tv69N494+crW7Zg6+QEgIuLC8uWLctQ3Snht2FDkvYAbh86hKWdHZ9/+y2PHz9OmBB5Lp06dQKgYcOGWZYpNZ7de3z//n0AvFaupG469gMrFIURMzMzunTpktdiKNKBpmno9Xp8fX25evUqer2ed955J0mZN998k507d+aRhIr0MHz4cLZu3YqmaZQoUYIBAwawbds2zMzMGDJkCLt27SI2Ntb4o/Hq1atMnTqVOnUMe3k933qLVfXqsaVrV9ouXkwxGxvcxo/n5u7drKhZk5u7d9N0/PgkbdatWxc7Ozvj8ccff5yrfVYoFIWY9Gi/+TWRjtXDqKio9E0FpECCR924uLhk555djVxgZWU0n5s3b558nWg2MmHF9ln0er0MHDgwQ6u2qXn3TfCQnFoqCzI2UfoaQ4igdiATE+U3Kl5cdu/enWIbCV4x00NK8Sr/fvtt8XByEo/69eWPrl2NpkpXr14VyJq35mfNnhPYNWqUnPjuO6MZ9dKlS9NVX0BAgACyZMmSVMtkZXYqAqZlEgAAIABJREFU8Wp/Av3d3ORDkNjY2EzXq8g6aja5cKLGNedp3rx5qltrcoqcHteMxGktiMTGxsqgQYNkxYoV2eap/OT338uqevVklaOj/NWvn8RGRor/nj2ypmFDWd2ggax/+WW5cuxYkv+RlEIequ9s4USNa+Ekv6zY5rlympWUmpLl5eUl3t7eSR6alpaWEppIycrIjTx48GCSvOXLl8sYGxv5Ld68Rq/Xy/JateTmvn1y5MgRqQHyUQqKbUr7xtq0aZMhxdbNzS1FORPMwlatWpXidXZ2dvLqq69KuXLlRAOZDFIqXrFt9UzZ2bNny+TJk2Xt2rVJJgYAef311zN8D9MDIE2bNs309SmZPcfFxsricuXkcfxkQEL/0ktCMPmUJjZEMv8lTk0J/+e99+RVkFatWmWqXkX2oF66hRM1rtnL+vXr5ZVXXjG+1yIjIwWQoUOHpvgOyilyclwzGqe1MON3z88Y6qiBewMp+UFJmbd7nkzcMlHqT6kvDdwbSLvv28klXy/5qWpViYnft7u1d2855+EhK2rWlGBfXxEROb14sWwfPFjmzJlj/P/4/vvvk7WpvrOFEzWuhZP8otgWOlPkefPm0bhxY1xcXJLkR0REUKpUKTRNw9fXN8m52NjY59a5fv36JMdeR49SJiSEQXPmUKZMGV5//XVmXL7M923asKlFCzoBm1OoJyVz4YQQM+llwYIFKeYnhFW4fPkyIkJ0dDR+fn78999/REREEBgYyL///sv9+/dZN3kyD4HQVNoYP34806ZNY9CgQRQrVoyWLVsaz9nZ2VG+fHm++OKLDMmdFitWrKBjx46Zvv5Zs2eAm3v2ULpOHUo6OACwY8cOACIjI9NV54F4c/Lu3btnWq6UuLFjB+VcXSmeyBRLr9NxdcsWek+fzr///ps8rIZCoVDkI6pWrcqhQ4cwMTEhMjKSbt26AdCvX78Uy9+8eTM3xcsWHl28SIVmzShqaYlJkSJUatWKK1u2cHXrVhwHDwbAcfBgrv75Zx5LmvPULl/bGOro1KRTWJpZ0qNhD8Z1GIePuw/eU7zp4tyFb/6dj+h06CIj0et06CIiKFGhAmgaMY8fAxATFkaJChV48803jfV/8skn6OJDEyoUCkWmSY/2m18TKcwCp+h52AyhLUKv+FQO+fnwz1JvUj3RRmiCrWElVKfTpThD8KzToQTT2fSmhBVbGxsbYx0BAQFSoUKFDNUDyOnTp411hIeHy927d+X48eNGU9vKlSsn68Oz7Bg6VLZ+/rkQv2L7JcgnIL1BLFJpNyVnEo0bN06zrdwgJbNnEZHtgwfLmWdMiQEZPXp0uuueNWuWAPLgwYNk5zI7O+XZt6/4rFqVJO/6jh3y66uvGmVM6X9bkTuo2eTCiRrX7Cdhy0ZCmtKmjayqV08WVqkiA0CKxL9Xxsa/YxY2bizRT55kqww5Oa7Bvr6yomZNiQgOlpjwcPm5WTPZ88EHzw1n8yLwz/l/pMWsFsnyZ/49U0atGyVe8+fL/OLF5QdbW9k2YICIiAQcPCiLSpeWJRUrysq6dSUqLEwiIiKkWLFixv+f9evXJ6lPfWcLJ2pcCyf5ZcVWM5QtmGiaJs/KHxoaio2NTdKCrwL3gUtgawK9i4BJuRI4VKzIT7aXsD4OD4JhmLU1NSpVwqpqVd745RfMraxo164de/bs4dl2LC0t073yt3PnTuNqZEI9tWrV4sqVK8+7jLLA24mOSwMVhw7FKjSUmydPcvfuXcz0eqKAeYCzszM+Pj7JZE1MXEwMSytUYMiFC5zw9eXNNm0Ijz/XASgJbAJMTU2Ji4tLs28RERFYWFikWS6/0KBBgzTv0bMkrIY/e01wcDC2trYZaj82IoKfKlVi5PXrmFtbG/N3DBmCfbNmuIwaxenTp2nUqBE7d+6kQ4cOGapfkXUyM66K/I8a15whJiYGc3NzrIBpdnaMvnGDohYWzKhblz/9/DgHRMeX7Qp8NWsWbs84E8oKGRlXb29vvLy8GDFiRLrrP7dyJWcWL8asRAnK1KtHEQsLznt4MCb0fzZPi2xsGBMSkmHZCyrDVg/DtbIrH7T5AICvtnzF2qNrsbawZseILRwZ/B5dN27EvFQp/urdm1q9enHljz9o+sUX2Lu5cWLOHEIuXaLDihW8//77LF261Fi3Xq83vnPVd7Zwosa1cJLT46ppGiKipVWu0JkilyhRImlGUcAeuGQ4DNbDkhhYfPspfxexRYBrQG/g17Awhpw7R80ePTg5Zw6Qumfkp0+fpimLmZkZFStWTJInIvj4+KSp1AIEYVBY5wHzgVjgEw8Pem3Zwqe3bzNXr+cccC6+fLt27dKsM7EZ7GuvvUaoTmecbj8OVI4vp9PpCAwMTLO+qlWrplkmP/H7779n+Jr//vsPgEOHDmW5/aKWlnzw8GESpRag0+rVuIwaBYCrqyvW1tZZMs1WKPIblwIv4TLVxZisxlgxf898xm0aR51JdXB2d6bH4h6ERqS2SUKRHzEzM0NEaODsTND9+0yfMgW9Toe1hQWP+Z9SC1C7WjXQ0vxdkmOsXbuWkSNHZuia+sOHM+j0afodPEix0qUpVbMmlnZ2Ri//T+/dw7JcuZwQN18So4vB86wnvRv3NubN6DGDgG8DGOg2kNk/T8C6WjUsy5bFtGhRavbsyZ3Dh3lw9iz2bm4A1OnblztHjgCGqA2J2b59e+51RqFQFDoKjWIbFxfHwYMHKVq0aNITJYFIDKu23cGulx0UMZx6cPgwscBTDKuj14Hdu3dTpV07LscrQD179gSSK7ImJmnfupiYGJ48eZIkb+bMmYwbNw5LS8sM9a8mpLgvtgHgHf/5k08+MbabGon3orZo0YKTe/ciIuzevRsnIMjUFFdXVzRNo3z58mnK9eDBAzRN48yZMxnqT15Ro0aNDK3WArz88ssAvPrqqzkhUook7Ef79ttvc61NhSInSW2PXrt67Tjvfh4fdx9q2dVi1vZZeS2qIhMcPHsW8/btMZszh1kWFliULs3l+HN9gMlAeVNT6sdP4OUFn376KWCw7Eov4Q8eAPD41i2u/PEHdfv356U33+TCmjUAXFizhhrx+4tfBHac34FrZVfsrOySnRvgNoC9Iae5d+wYsRERiAg39+6lTL16xISF8eiy4T/i5u7dlKlbFwAnJydat25trGPkyJEZfkcrFApFAoVCsb19+zb29va0atUq+UkTwBa4CBHrI+jTs49BG8TwJ0FdDQQcgfbt23N50yaeBAQAYB2/srZ169ZkVU+dOjVN2R7HO0tIYOLEiQBUq1aNUqVKYWJiQtWqVfnnn38QEfR6PXFxcYgIjx494vjx48yePZvXbW15VnWsBjwBguOPE1aBd+/enaIssRER3Ny9m1rxyvrRo0fxfO89JllasqNdO14CtsTFcfr0aRo3bpxm3xKT0fIFjYQ4v7Nm5c6Pbmtra/7++286d+6cK+0pFLnJ3ot7eansS1QpU4X2ju0pYmqYbWxWvRm3Q27nsXSKzBAVEkKt2FicfvmFyTodh/bupYmpKQC/AV8Dh69epVW8E8fw8PDn1pcTJFhQLVy4MN3XZCZOa2Hm1xO/0r/p/xw1Xrn/P+szT29PnKo1pFavXqxzdWV1/fqg1+P87ru0X74cz7feYk2DBlxYt45W8VZxkPS9eu/ePfbt25c7nVEoFIWP9GzEza8JkB9//FGGDx+eusMlC4S+iL29vYiIbDm6RWiPmIK4g5i8gWBriPM6Mj5MTzuQRaVLJ9mw3Llz52QbmWNjY9N09uTi4mJ0HpWQ6tatK8ePH09jm/T/SBweJi4uTg4fPiyA9AR5NYU2B8Q7axARefz4sSxatEgCAgIkKChIdDqdnD9/Ptk1TZo0kb///jtJSKK0+vZs6tq1q1y7di3d/SpoTJ48WaZOnWo8Vg4QCidqXHOeoR5DZdHeRcnyuyzsIuuOrsuRNtW45ix+v/0mO4YNExGRa9euSSOQHiDVqlUzviOqgwxN9M54+PBhltvN6LgCEu+fQ5EKKcWh3TZggCyuU0OKDzaVzUMHii4mRkREev7YUxwnO0r9KfWly8IucvvR7WT16fV6mTBhghyYPj3VmMCfx/8Gs4j/nxFR39nCihrXwkl+cR6V58ppVlJKytXYsWNl3rx5cv78eRERefLkidT/sr743fMTEZGJf0wUmiKO8Q9R3kBqv1w7SR22IHOrVjXeTDMzs1S91G7YsCHJtQllATl79mwSr8gJ6c6dO+keSJHUY7R+V7KkWKeiZE6dOlU8PDxSPPfll18aP0+cOFFERM6dOye9e/c2TgCIiHh6emZYua1Ro4b4xseqK+yoh3PhRI1rzhIdGy1lPi4jgWFJ4zhP3zZduv/QPcV439mBGtec5e6xY7KqXj2JCQ8XvV4vngMGyMsgZUAOHDggYWFhMqh0aenyzDtjwoQJWWo3o+M6ZswY5XX+OTy+fTvFOLTX4ie+9Xq9/NWvn5z58cd01bd69WoBxA5kSY0aqcYE3r17t7wG0jn+/2Lv3r3qO1tIUeNaOMkvim2hMEVOzLx58xg7dixOTk6AwZnU2lFrGbhiIM7uznjd8AJvKFMFVvcHysGjJo9oM6sV9vb2aMDrwAZ/f2OdqTmQguT7LitVqkTLli3p0aMHDRo0SFb+999/p0KFChnqU2oxWis2bEiIXs/69euxsrWCtkAvQ5qyeApDhw41FK4PjADMDYeJ9wtPnz4dTdOoX78+mzZtwt7e3niua9eu3L6dMbPAq1evcuzYMeOxv79/mnGCFQrFi0NKe/TWHFnDNp9t/DLiF6NHVEXBwt7NLYkJqqmJCfsjIxlsbo5n69Ysq1WLPh07si7e6VICM2fOZPHixbkmZ0IM9ozss33RSCkObfXOndE0zeB/o2lTnqTx28DX1xdN0xgyZAgNGzZk7/r1VGvVKtWYwK+//jpeGLaEAbRt2zbH+6lQKAofhU6xTczdu3cBcKnsgtdEL3zcfdjxyQ6KxkCbm2D6Kzxd9JQH8x7wrUUPPtHpGAeEAScxePyNiYlh4MCBqbZRpkyZJMfXrl3jv//+Y8uWLUnyBw0axMOHD43OqNLLs/tiE/DbsIE6/fujaRr9+/en+zfdmTt2Ll+89AX8AdbEe90tDlTEsBk3nlKlSiWp66effiI6OhoRYe/evej1euO5EydOZEhegAULFmBqaoqmaVSrVg0LCwsuXryY4XoUCkXh49k9ejvP7+Sbnd/g+YEnluYZc6qnyF+8PHUqw/z8GHr+PJ3XraNosWLMjYoidswYxt2/z6KHD2mVQgizxO+cnCYz+2xfFDRNY+OOHTT+7DOWVa7MEnt7zK2tqdq+vbFMXGwsvuvWUS0Vr/3h4eFUrlwZR0eDinrjxg1Onz5NeRcXbh88SOTDh8RGRHB9+3aeBAQQcf8+JeIn1Jf+8guJ41o863xToVAo0qLAx7F93vmoqCjMzc2T5bdt25Z9+/bRtm1b9uzZk+TcrVu3qFKlSpI8nU5HkSJFuHHjRorhbdJaYQgICMDBweG5ZbLC48jHNJjagOuzrhMVFYWlpSVBQUEUKVKEhp81xH+LP7QD/oTmrs1p06YNM2bMAGDSpElMmzYtWT/i4uLQ6/VUr16dgHhHWlmhefPmHIl3719YULHYCidqXHOOiOgIKn1Rieszr2NtaZh8qzGhBtG6aMoUN0wSNqvejKXvLH1eNZlCjWve8ttvv9G3b99k+TY2Njx69CjT9QYHB7NmzRoCAgL47rvvKFKkSJrXJKw85qZCXRAYPHgwm9auZXa9eow4cCBJHNp6b78NwD8jR1K0eHHazJ8PGMJ49f3JMK6379zmYfRDOAV9B/XlUNAhypYoC8DMnjOpdOJemjGBp2kaU+I/q1juhRP1LC6c5Jc4tnm+TzYriefs9bx+/XqW7LgTp4S8o0ePplh+48aNKcpgZWUlgYGBOW53fubmGWkyvYkMXjlYXKa6CK8g/x37T7ae2Sof/vqhxMbGSqlRpQRzg1xOTk5p7pVt1KiRPH78OMN7bI3JDKEtQq/4VA7ZtGmTiIjM2TlHGIEEPS7Y+yzUPpHCiRrXwoka17znwoULKb4vihcvLrt3706Wr9frJSgoSHx8fIx7ry9fviynTp0SEYNTov379xvLN23aVB4/fpymHGqfbeqMaNpUeoNs2bJFRETOr1kju95/X0REDru7y5Zu3UQfF5fkmj///NMwBhpiMcJC/IP9ZcrWKTJn55xU2zn45ZdyevFiWVGrljy5e1dERJ7cvStTLCyM47lz5045cOBADvVUkVeoZ3HhRO2xzUaKFStGdHQ0er2eM2fOEBUVRbVq1bKt/uvXryMiNGvWLMXzffr0oU2bNknyGjZsSFhYGHZ2yWO9ZTc6vY7Tt07zfuv3OTP5DB+O/pA/b/3JjO0zmPbmNIoUKYK1tTVzv58LwPnz59Os89SpU3z00UeZl78ZcBvYDPwBhMKECRMIeBTAbt/dVC5dOXP1KhQKhaJAUq9ePbZv355sVTU8PJx27dolK29iYkLZsmVxdnbGxMQETdOoVasWjRo1onv37piYmBAdHW0sf+LECQ4cOJCmHOPjw/MkrNxmRyosTFu4kLrFi9OnRw927txpiENbty4+K1bg/88/vPHrr2gmhp+O/v7+aJpG9+7dqVSpEltPbqXhSw2pUqZKinWnJybwax98kOSa1q1bJyxkKBQKRZqkbbOTzxk/fjwdOnQgMDCQypUr4+LikqX6UnqABgUFUb169VTLv/vuu0nirnl4eDBkyJAsyZERHGwccLBxwK26GwC9XHvh/pc7N4Jv0GCawYHV7ZDbzJf5YAFEpq9eDw+PzAlUFLAHDsYf64EY+Oqrrxi7cSzf9vqWbotfnID2CoVCoTDQqVMnzM3N0el0Waonpdjy//d//5cu09UKFSoQEhJCRERElmRIoHjx4tlST37A3s2N9p9+inzzDXs6dcKxXTvav/suC4oXx6pKFdY3b46IsO/BA9YFBgKGyXJHR0eGrR6WZP/8D/t/YO3RtTSu2pi5veey8623iHz4ENOiRZPEBP6rTx/OrVyJVeXKdN20iWU1a/Luu+8a69mwYQP9n3GgqVAoFClR4PfY+vj4EBYWRsuWLbOz3mR5Kd2ngIAA3n77bQ4eNGhwlpaWREREJCubk3bnjy5d4q++fbn64CqVSlci6tYdnvRpwdPadjj9fgldVBQmRYqwqN4dti8+x6kjp+iYitOHbKM00BIIjf/8EOqH1+frFV+z79I+FvRbQNXxVfH6ygvbklm/L6ERoYxYM4Lzd8+jobFqyCq2n9vOVu+tmGgmlLMqx+qhq6lQKmPeqNNC7RMpnKhxLZyocc0f3Llzh0qVKqW6Cte/f3/69u1L9+7d01Xfzp076dixo1rVyyA3btxAp9NRs2bNVMvUqFGDa9eucfz4cZo2bQrA1KlTcXd3B5JO4sfoYqgwrgIXpl7AzsqO+4/vY1vCFg2NSVsncS/sHquGrEqXbHFxcRQpUsQ4tmDwdWJqapr5DivyDepZXDjJL3tsC7wpcv369bNVqQX4+uuvk+VpmsakSZP4999/cXV1xdLSklq1anHw4EHMzMwYP348v/32W7bKkR5K167NYG9v3jr2H8v7WBKmj8Snip76O2/RfMoUBnt78/K0abx8IASADh06GEMh5RgmgC1wEfgTiIUO4zswc8dMpr05Ldub+2jDR3R06ojf136cnXKWuvZ1GddhHD7uPnhP8aaLcxem/ZX97WaG0IhQei3pRZ1Jdag7qS5Hrx3F+5Y3zWY2w2WqC42nN+bEjYx7olYoFIqCQOPGjVNVQj/55BO++uorunXr9qw/DVq1amU8DgkJSRZ5ICYmJsdlL0z06dOHWrVqPbfM1atXKVOmDG5ubixYsABN03B3d6dv377o9foklmnPhvGys7LD1MQUExMTRr4yMsX3ml6vJyoqKlm+qalpshXa9E50KBSKF5sCr9jmBBMnTuT27du0aNEiSf706dNp3bo1Z86cITIykqioKHr06MH169eZNWsW7eNd4ieEGcpNXCq7sKnZLF5q0JSNk3ZhVsSMmMePAYgOC6Nty57G1dEePXrkrDDh8SnIcGgXacfpW6eNptFVx1fldshtXKe7EhgWmKWmHkc+5uDlgwxvORwAsyJmlLIshZWF1f/EiQ7PN3ugUlLCP//9c6Z0nYL3FG+mdZvG55s/z2sxFQqFIkfQ6XSpmu7OnTvXGCbmWRo2bGj8XKpUqWRmxClFQFCkztixY9NVLjg4GFNTUz7++GPMzc15+PAhGzZsSPZOfTaM173Q/8Ur3nJmC04Vk06oJ6zAvvfeeym2+/PPPyc53rZtG/eeiYGsUGQWr3nz8HB0xMPJiW39+6OLiuLvgQNZWbs2Hk5O7Bw2jLjY2LwWU5EJlGKbChUrVkwzgPuXX37JH3/8YYyLV7RoUQA2btyY4/KBwQx5jYuLMf3xxhsUL1+ev/r2JezmTba/8w5zixRhx6BBvDJrVq7IBBj28IYD1vDOO+8watooXCu78uD7B/jP9sd/tj8ONg6cnnia8tbls9TU9aDrlC1ZlqEeQ2k4rSEj1owgPDocgK+2fEWlzyvxy/FfmNYt71dsU1PCNTQeRxkmIcIiwrLdZFqhUCjyC+fPn8fKyipZflqKVpMmTYyfHz9+nGJ8+fxujuzj48PDhw/zWgwAY+il48ePp1lWp9Px6NEjoqKiKF26dLLzEdER7PbdTc+GPY15n//+OfXd6+Ps7sz+S/uZ12dekmsSfi8tXrw4xTZNTEyoXbt2kjw3Nzfi4uLSlFeheB5P7tzh9MKFvO3lxdDz59HHxeG3YQN1Bw5kmJ8fQ86dQxcZybkVK/JaVEUmUIrtc1i/fj1lgbGJ0tcYto8GBgbSy97eMLvj6Mi/n/9vle2XX37JFfkSzJAHe3sz4OhR9HFxNP3yS7pu3EjV9u3p8uuvuH70ETV69OCf4cNzRSYjR4DW4F3dG+8AbyZ0npAjzTzrEbq4eXFm75gNwIweMwj4NoCBbgP5Yd8POdJ+RkhNCZ/fbz7jNo+j0ueV+GzzZ8zqmYuTEAqFQpGL2NnZMWjQIOOxqakpL7/8Ms7Ozs+9LrFim9qK76RJk7JHyHguBV7CZaqLMVmNsWL+nvlM+nMSzu7OuEx1of289twNTZ+VVoMGDfjwww+zVcbMkrBfderUqekqb2Njk+o5S3NLHs5/iLWltfGenbt9DlPNFP+H/rSp04YHTx7QfFZz6rvXx3aALRQFPz8/SpQokWq9JUqUYOXKlcbjgIAAfvrpp3w/gaHI/4hOhy4yEr1Ohy4ighIVKlC9c2ejl/PyTZvy5PbtvBZTkRnSExMovyZyOA5dXFycVKpU6X8x1bZvl8V2dhLq7y839+2TjW3bSmxUlIiIPL1/X0REKleunCw+Xm7E7Do8ZYostLY2Hi+wspK4uDhZ6uAgDy9dkgUlSxrPTZo0KfPxaTOYcpp7ofekyhdVjMcHLx2Uzgs6JynjH+wvjpMds73tjI7ryRsnxfRdUzl27ZiIiHz464cycctEGbN+jGz22iwiIhtPbJS2c9tmu6yK9KNi7BVO1LjmLyIiIiQqKkoiIyPlzp07qZYLCgoyxrRNjKmpqTHW6Ssgn8anASDR4eGi1+vl4IQJsqJmTVlZp46cWrAgS/Lq4nRi94md+Af7S1hEmDF/wZ4F8t7a99JVByAzZszIkhxZYcGCBdn6ft+2bdtz20t8zxp/3VgO+B2QmTNnCrWQXrN7pSlvUFCQREVFJWt3ypQp2XRHFHlBfngWe82fL/OLF5cfbG1l24ABSc7pYmJkTcOGEnDwYB5JVzBRcWwLACYmJty6dct4s2qbmlLqpZewrlIF7yVLcBs/niLx+3qKlysHwIABA/JE1gtr11KtSxfjcYkKFTizaBGWdnY8CQjAJhXPh5MmTcoxpxvLli3LkXoTU966PJVsKnEp8BIAe/32Us++HlfuXzGW8fT2pE75OjkuS1qkFJbp9K3TrDm6hp6uBhOu3o17K+dRCoWi0GNhYYG5uTnFihWjQoXUt1+cPHkSSB6tICHcT2xwMC2BBcBcDGZo3w8axPnVq3kSEMAwPz+GXbxI7X79siTv3ot7eansS1QpUyVLPhwSrzznNqVKlcLa2tqYEkicl5H0vNVWSHrPLt2/RMytGCZMmMC7Xd7lQviFdMlsbm6ezBvy1KlTlbMwRaaJCgnh6tatjLxxg1F37xIbHo5voj3de0aPxuHVV3F45ZU8lFKRWZRimwH8NmygTrynvpDLl7l96BA/u7mxoVUr7sW/fBMUW8lFU5mo0FDC/P1pMWWKMa/98uUcmz6dp3fvcmjCBNo9R8ksWrQovXr1SvW8qakpFy9efK6r/TZt2hgnAPbv38/atWsZMWJE5jqUQRb1X8TAFQNxdnc2mj2P/2M8TlOccHZ3ZpfvLhb0W5ArsjyP1JTwCtYV+PfyvwDs89tHzXKph19QKBSK/EhqZrsAi/YuovbE2jhOdsywc7wExfZZ3njjDbp06YKmaZhgCJ+e8Nfj9985u2QJNd9/nx07dyIixsnnzLLh5IYkzpEy6sNBr9cDBq/QecWgQYMIDQ01poR3duK8jKRWrVo9t73E96ymbU3aj2hP3bp1qd2hNgGPAtItt06nS2aqvnz58ozfAIUCuLlnD9bVqmFZtiymRYtSs2dP7hw5AsCRqVOJDArite+/z2MpFZkmPcu6+TWRSVPXkPAQeevHt6T2xNpSZ2IdOXL1iIiILNyzUGp9VUvqTaon4zaNS3KNLjpafihTRp4GBoqIyCpHR9kzZozo9Xq5e/y4/FS1qtFUCpATJ04Yr83K8nxqsoqIzNk5RxiBnPp1rfzWrl2S6+JiY2VxuXLyOCAgWZ2JTZEnTZokUVFRUrx48WTmPteuXUty3blz51K9Nze9AAAgAElEQVQ0R7K2thadTpfpPhZUMjOuZ26ekUZfN5L6U+pLtx+6yaOnj+TQ5UPiOs1VnN2dpemMpuLl75UD0irSS34wk1JkP2pcc4/EJqj7Lu6TtnPbSlSMYdvO/bD7GaqrS5cuz93Wcu/ePelibS3TQaaA9I9/Ly0qXVrmd+0qK52dZWO7dvLo8uVM9yc6NlrKfFxGAsMCk52b+fdMmfzn5DTr8PX1TXN7jtf8+bLK0VFW1asnXvPmiYhIxMOH8tvrr8vyGjXkt9dfl8hHjzLXiVwm8T2LiooSrBE6Iq7TXMV9q7uU/qh0itfp9XpZsmSJxMXFJfnOrlmzJsnvDhsbG3nw4EFudUeRjeT1s/jusWOyql49iYnfsvD3oEFyauFCObt8ufzSvLnERETkqXwFlfxiilwkV7XofEJCyJXN728mRhdDREwE+/32s/XsVnym+GBe1JwHjx8kuebGjh2Uc3WluJ0hRltJBwdq9uyJpmnYN22KZmJCZHAwlmXLAgbHU9lhcpSSrAABjwLY7bubyqUrc33TH8aV5ARu7tlD6Tp1KOng8Nz6TU1NadKkCeHh4Unyu3XrRvXq1ZPkOTk5ceDAAVq3bp0kv0aNGipwejpxqeyC10SvJHkta7bk1KRTeSSRQqFQZC+JTVDHbRrH+I7jMS9q2LZTzipjK6cnTjx/a0bc06c0NDdnFgaH/O8AroAuKgq3Fi24/c471ImNZeewYfQ/dChT/Xk2RmtiBrgN4I2FbzC12/OdMKW28pxA0Pnz+CxfztsnTmBqZsbmjh2p/sYb+CxfTuW2bXEbP57js2dzfPZsWn3zTab6kZskvmcJptqRWyIpVqwYlwMv8/e5v5Nds2HDBmP82h49eiT5XfFsHNuQkBBGjx7Npk2bcrAXisKIvZsbtXr1Yp2rK1qRItg1bIjzu++yoHhxrKpUYX3z5gDU7NmTFpMn57G0iozywpkipxZyZcmBJc99+V789dckymON7t25tW8fAI8uX0YfE4OFra3x/Pr163NMVoCxG8fyba9vKaoT7u3/l1o9eya5NrHZdGqsW7eOlStXcu7cuST58+fPZ8uWLSle06pVK4KDgylTpowx78yZM/j5+WW4fwqFQqEofCQ2Qb18/zKHrhzCbaYbrea04uSN5yt4z/LggWGS2dfXN8Xz9/79lwc6HeGAHjgPVAGCYmKo168fvXv3xql/f4J8fDLdn2djtGbGh0Naiu2jixep0KwZRS0tMSlShEqtWnFlyxaubt2K4+DBADgOHszVP//MZC8yx6kFC/BwcsLD0ZFT8w2m5Zc2bcLD0ZHvTEwI9PJK8bqEe+bi4gKA1wUvihUrhl6vZ/rf0xnVapSx7JUrV9A0jf79+1O7dm0iIyOxs0s6iZBSiKjNmzezY8eO7Oqq4gXi5alTGebnx9Dz5+m8bh1FzM35VKdj5LVrxmgjSqktmLxwim1qIVee9/KNjYjg5u7dSZTH+sOGEXb9uiG4c79+dFqzxjgr+fLLLxtfxjkhq6e3JxVtKtKgUgN0RU3of/My5okcQQB0Wr0al1GjUqnZwDvvvENAQNJ9Li1atOCjjz56rjOMMmXKEBwczPTp0wHD3qGgoKBM9lKhUCgUhYUYXQyeZz3p3bg3YAjJFhIRwrEvjzGn1xz6/NQnQz4o1q1bB4CjoyOaptG7d+8kMeaLOzjQyNaWivF7aGsAD4AzOp1x8jng33+xqVUrU/1JKUZrZnw4pLXybOvkxO2DB4l8+JDYiAiub9/Ok4AAIu7fp4S9PQAl7O2JyIbfFukl8Sry4LNnubZtGyFXrmBZrRpf+PpSytU1xesS7pmPpw9nz55l586d/Hf3P2p9VYs6k+pQoVQFhr48lMjISGrVqkWt+LG5dOkSfn5+FCtWLMV6z549myyvc+fOhIWFZV+nFQpFgeaFM0VOiHu6qP8i3Kq78dGGj5i9Y3aSl+9J/5P0+akP12ddR9M0ilpa8sEzQdVNzcx4I5EXtcQMHDiQw4cP54is7p7uHLxykF0f78p0vaNHj2bBggU8fvw42bmMyF2xYkV69epFdHQ0ryjvcQqFQvHC86zZroONAz1dDdt2mlZriomJCcFPgylbsmy66nv77bd5++23uXfvHm+//TabN29m8+bNAEyfPp333nuPev36MW3jRvyCgwnQ6zmGwYmU78aNnJo3j6IlStBhxYpM9SchRmtifn//9wzXk5ZiW6ZuXZp+8QWb2rXDrEQJyjVogEmR3P+JdinwEn1/6gtAdFgot5rdJezIMpb+sZQ7VpewmtGYouVtePiWCad+P4XVv//St0kTWrduzfbt27GwsMDS3BKPNh5069aNqVOn0qFDB6oGVsXjsAcAO8/vZN7OecQcjYGSYDPahsrlKtPn1z7M7DmTzvU7pyibs7Mz5cuXJzAwMEl+qVKlVGxbhUJhID0bcfNrIhPOo1KLe9phXgfZ77ffmF/9y+ry4HHmHBNERERIv379jMeZ3VCdkqxtvmsjZceWlSpfVJEqX1QR03dNpdLnleRe6L0M1U0KTqBiY2MzVIdOpxMfHx+JeEE32ue1AwRFzqDGtXCixjV36PtTX1n13yrj8ZL9S2TSn5NEROTSvUviMM4hWUzajHLs2DGxtbU1xrEFxNPTU/z9/ZO918qXL5/l9rKDBHnCwsLSLiwiB7/8Uk4vXiwratWSJ3fviojIk7t3ZUWtWjkpZhLunz8nVoNMxe/KGXkYGCjjLCykGwhuSJtP28goEAeQ//u//zP2r3HjxnLmzBkBpEWLFsnq3LFjh6AhDEB6D+0tk/+cLHN2zkmx/dS+syn9fvnwww+zte+KnEM9iwsn+cV51AtnipxayJXuLt3Z52cwW7oceJkYXQy2JWyfV1WqWFhY8Ouvv+aIrK6VXXnw/QP8Z/vjP9sfBxsHTk88TXnr8umuNzIyMlneqVOnKJLB2WFTU1Pq16+PhYVFhq5TKBQKReEjJbPdYS2HcT3oOk5TnOi3vB9rhq7JUNzXlHBzcyMoKAi9Xk/VqlUBePPNN6latSrVqlVLUjYwMBATExOuXr2apTazyqRJkwBDzFhN05gzZ44xBFAC4fFmxo9v3eLKH39Qt39/XnrzTS6sWQPAhTVrqNGtW67J7M1dqpeuyvE+w9jVuzftBg3i/dGjMatjxr7l+4zlFi9ezM2bN/nmm2/w8vKiYcOGQFILsDt37qBpGp06daJErRK41XPjt1W/Zfl/IYGFCxcm21qlUChePDQpwOYbmqZJZuT3vuXNiLUjiNHFUL1sdTyGeFDcvDjDVg/DO8AbsyJmfNfrO9rUbZMtcgYHB2NrmzklOSVZbYrbGM9XHV8Vr6+8sC2Z/vojIiIoW7YsUVFR6PV6Tp8+bXwRKdJPVsZVkX9R41o4UeNaOEkY1+joaMaPH8/8eAdHKVGsWLEUJ3ZzkyNHjiTbF7pjxw46duzIr6+8QuTDh5gWLUrr77+nStu2RD58yF99+vD41i2sKlem66ZNWJQunSuyDls9DNfKrnzQ5gMADk2YwKVSkSyNOcR/n/3H1xUqsDYkhNvx5e/cuUPFihUBiIqKwtzcHJ1OR+vWrY1K7qlTp/jB5wdjve6e7qw+shqrYlY0rtqYub3nGn/jpPad1ev1qUZi0Ov12aYsK3IG9SwunOT0uGqahoik/eVOz7Jufk1kMo5tbpMfzS6OHDkikydPltDQ0LwWpcCSH8dVkXXUuBZO1LgWTlIa1zt37qRorpqQ8gN6vV6WLVuWRC5nZ2e5cuVKXosmIv+LQ3vt2jkREQm7eVNW1q4tI1cMle/++U5ERH5t1UoCjh6Vt956K0k/7sabTn/zzTfGvB9//DFJvQkxgQPDAkUXp5O4uDiZ8McEGeox1CjD876ze/fuTXFsly5dmiP3Q5F9qGdx4USZIivylObNmzN16lSsn/GmrFAoFApFQeX+/fvMnz8fc3PzvBbluWiaxsiRIxERIiIiGD16ND4+PtSsWRNN0xg0aBBPnjzJM/kSnIAdH/w+q+rVY0vXrrRatJCtF/6mabAVSx0cuHf0KJ7dutHvyZMkK+Fnz55F0zS++OIL3njjDeLi4nj//feT1JvgXMzOyg5TE1NMTEwY+cpITtx4vpOtBNq0aUPJkiWT5Y8aNSpbolIoFIqCiVJsFQqFQqFQFArq1KnDnDlziI6OzmtR0o2FhQWLFy9GRLh16xYtW7Zk3bp1WFlZoWkac+fOTbYfN6dJiEPb/9Ahhvn6MvjsWa7Y66ljX4dXBoxk1O3bjI2OZvT9+/T65x+KFStGVFQUAJ06dQIMkwzbtm3DxMQkWb0J3Au9Z/y85cwWnCo6pVvGnTt3pphvZ2envCQrFC8oSrFVKBQKhUJR4Ll3716SGLcFkUqVKnHo0CFEhIMHD1KiRAk+++wzTE1NMTU1Zffu3TkuQ0pOwAA2nNhA/yb9U7kKzM3NiYqK4uLFi4gI5eJjCz+v3s9//5z67vVxdndm/6X9zOszL91ytmjRItVzo0aNSnc9CoWi8PBCOo/KbdRG+cKJGtfCiRrXwoka18JJ4nGdPHkyX3/9dZrXFITfDYkREZYtW2ZU1s6dO4eTU/pXNgsq6fnO3rx50+gZ+1lCQkIoVapUDkimyAoF7Vk8Y8YMQkNDmTNnTl6Lkq/JL86j1IqtQqFQKBSKAs+SJUvSVS63zXqziqZpvPfee0bnKC+CUpteqlSpwquvvpriORsbmxTzFYr0EhoaysSJEzEzM8trURTpRCm2CoVCoVAoCjRxcXE4ODikq2xBU2wVyXnw4AGapqFpGqNHj06yjzcxs2fPzmXJFPmdS4GXcJnqYkxWY6yYv8cQJmzR3kXUnlgbx8mOfL75cypXrgwYVm0VBQOl2BZwQiNC6bWkF3Um1aHupLocvXbUeO67f75DG6kR/CQ4DyVUKBQKhSJnuXr1KufPn09X2SJFiuSwNIqc5unTp8bP/fr1o1GjRimW+/LLL/PUu7Qi/1G7fG28p3jjPcWbU5NOYWlmSY+GPdjvt5+tZ7fiM8WHC9Mu8Lrd6zx58oRdu3bltciKDKCe7ukgNCKUEWtGcP7ueTQ0Vg1ZxfZz29nqvRUTzYRyVuVYPXQ1FUpVyHXZPtrwER2dOrL5/c3E6GKIiIkAIOBRALt9d1O5dOVcl0mhUCgUitwkKioKnU6XZrnq1avngjSKnObZcTx58mSqZa2srArcvmpF7rD34l5eKvsSVcpUYdymcYzvOB7zooZQYR1e7QBAu3bt8lJERQZRK7bpIEF59Pvaj7NTzlLXvi7jOozDx90H7ynedHHuwrS/puW6XI8jH3Pw8kGGtxwOgFkRM0pZGhwljN04lm97fYumpbnPWqFQKBSKAsnVoKu4THVh8J+DKf52cbQhGjav2IAr0B/oEZ/irZSvX7+ed8IqspU///wz3WXHjBmTg5IoCiobTm4whp+6fP8yh64cwm2mGzU+rgG2cOfOnTyWUJFRlGKbBqkpj1YWVsYy4dHheaJAXg+6TtmSZRnqMZSG0xoyYs0IwqPD8fT2pKJNRRpUapDrMikUCoVCkVvUKFvDaFYYvCIYm5I2nPr9lOHkeWBLfLqdh0IWALzmzcPD0REPJye29e+PLiqKm3v3stbVlTUuLvzasiUhV6/mtZhJyMgq7A8//MClS5dyUBpFQSNGF4PnWU96N+4NgE6vIyQihMOfH+ba+msUe6MY9vb2eSylIqMoxTYNUlMeAb7a8hWVPq/EL8d/YVq33F+x1el1nL51mvdbv8+ZyWcobl4cd093ZmyfwbQ3c18ehUKhUCjyioNXD1KnQh0+HvFxXotSoHhy5w6nFy7kbS8vhp4/jz4uDr8NG9jz/vu88csvDPb2ps6AARybPj3VOlavXo2vr28uSg2dOnUyfg4KCmL58uXPLV+nTh1iY2NzWixFAWHH+R24VnbFzsoOAAcbB3q69qRLly4QBBXsKxD8VPmoKWgoxTYNUlIeZ+8weNmb0WMGAd8GMNBtID/s+yHXZXOwccDBxgG36m4A9HLtxelbp7kRfIMG0xpQdXxVbofcxnW6K4Fhgbku34tCXFwcH3zwAZqmceTIkbwWR6FQKF5INpzcQE3Tmnh6ehoy6gE9gVeA+GgdiZWh/ERqnlon/TkJZ3dnXKa60H5ee+6G3s2R9kWnQxcZiV6nQxcRQYkKFUDTiHn8GICYsDBDXgq4uroydOhQbty4kSOypYa5uTlNmjQB4MiRI4wYMYK4uLjnXmNmZpZt+21TWuXeOXw4axo0YLWzM1t79SImkZMrRf7i1xO/Gs2QAbq7dMfTy5N//vmH8TPHExMXg22JghNvVxFPQly0gpgM4ucs90LvSZUvqhiPD146KJ0XdE5Sxj/YXxwnO6ZaR1BQUE6JJy1ntxS/e34iIjJl6xT57LfPkpyv8kUVCXqcc+2/yAQGBkqTJk0EEEDatWsnOp0ur8VSZJGc/L4q8g41roWThHGNjo2WMh+XkSWrlxieyRYImuHZTGOEVwyfX3vttTyWOG10cTqx+8RO/IP9JSwizJi/YM8CeW/teznSptf8+TK/eHH5wdZWtg0YICIiAQcPyqLSpWVJxYqysm5diQoLS3JNVFSU8f23ffv2bJcpPd/Zrl27CiCNGjUSEZGlS5caZUotdevWLcuyPb59W36qWlViIiJERGRr795yzsMjyT3aN3asHJs1K8ttFTbyw7M4PCpcSn9UWkLDQ4150bHRQmuEnkjDaQ1lr+/ePJSw4JHT4xqv86WpG6oV2zQob12eSjaVuBRo2Jux128v9ezrceX+FWMZT29P6pSvkyfyLeq/iIErBuLs7ox3gDcTOk/IEzleJM6dO4emaXh7e3Py5EkmTZqEXq9n165dmJqa5rV4CoVC8cKRYFY4avAoHj58yMJvFhrUGAA/oKzh4/79+/NKxHST2FNrbvjziAoJ4erWrYy8cYNRd+8SGx6O788/47lgGktGlGHpSFtmtwml9Ce2zN8zH3dPd8p/Up5i/YtBD1i5a2WerYQnhPk5deoU//zzD6NGjUrzmq1bt7JkyZIst53SKre5lWG8RARdZCQoB575EktzSx7Of4i1pbUx7/Chw3AAjn1+jNOTTtOmbpu8E1CRaVS4n3SQoDzG6GKoXrY6HkM8GLF2BJcCL2GimVClTBWWvr00T2RzqeyC10SvVM/7z/bPPWEKORs3bqRfv37G4xo1aqgQAgqFQpEPSGxWWLp0adp1a4dfez/q1KlD9apQNAS6ANE2Nuiiorhz+DD/jhuH6PWYlShBx9WrsalRI0/7kEBiT61g8Oex9uharC2s2f9Z9ivmN/fswbpaNSzLGrT/mj17cufwYYqeuc6FzdcACPG/QdUpNenRsAeTf57M/T334RxERERgYWGR7TKllzFjxuDu7o6ZmRnr169Pcu7atWtUqFCB4cOHJzs3evRo+vXrh42NTabaLVmxIo0/+4xllStTxMKCqu3bU7V9ewB2DB3Kje3bKVOvHq3nzs1cxxS5Tps2bTA3N8fNzS2vRVFkhfQs6+bXRC6YImcH+cHsQpE1iDdhKlasmPj5GUy/1bgWTtS4Fk7UuBZOgoKCUjQr7PVDLzHtYyomPZEa7RBTC8MzfG379nLOw0NW1Kwpwb6+IiJyevFi2T54cB71ICkJJtWBYYHJzs38e6ZM/nNytrd599gxWVWvnsSEh4ter5e/Bw2SUwsXyg9lysjDS5dERGTpd2OlzuDSMnv2bMEVsW1jK3q9PttlSUx6v7OkYG7877//Gs/HxcXJkCFDUiyXWSIfPZINr70m4Q8eiC4mRrZ06yYX1q37X5s6nex6/33xWbUq020UVvLjs9jd3V0AefToUV6LUmBRpsgKRQHD1taWyMhIateundeiKBQKhSKelMwKF721iGZ3mlHiD+i7G8wiDd4yi5mYZMgxUm7zrKfWxAxwG8Dvp3/P9jbt3dyo1asXy6pVY76FBVe3buX2oUO0XbyYzR06MN/CglXbF1HFJ5w548fj5uZG8SbFaTC1AcNWDyMkPCTbZcoqL730kvGziYkJHh4eeHp60qBB0jCIGzZsyFT9iVe5TYsWNaxyJ3IeaWJqSp2+fbnye/aPlyJ7iYmJwd3dnT59+mR6BV+Rf1CKrUKRDl599VWCg5Xbd4VCoSgIlC9fnq5du/IY+Bf4CpgEWJYuTdX27emwYgW/d+7MUgcHLqxbR9Px4/NW4Hie9dSa3f48NE2jVq1a6PX6JPnO775LUUtLPggJ4cPQUAB0kZGYFi1Kr6OHOVFBR7BfNF+3asXW2Vu5NvMa3pO9sbe259NNn2ZJpqzy1VdfAQbn15/Gp8kvvYQuKoodQ4awrFo11ri48GjSJHatXo2I8OOPPwIwdOhQjh8/nuE2rSpX5t6xY8RGRCAi3Ny7lzJ16xpj/YoI1/76i9J18sb/yovOsmXL0DQNTdP45ptviIqKSrVs8+bNgcxPcijyF0qxVSjSwYABA/JaBIVCoXjhGTlyJC1atEhX2U8//RRLwBGYBZzu3NnoGOnUvHm8tX07o27fxmnoUA588klOip0uIqIj2O27m54Nexrzxv8xHqcpTji7O7PLdxcL+i3IUhs7duzgypUrmJqa4ufnZ8x3cHDglr8/kWFhSZwhxen1NOzWCILBfdRYnFq0wM7KDlMTU0xMTBj5ykhO3DiRJZmySt++fbECWgILgLlATHQ0zS0sWL9+PRa9ejHY25vB3t6Uc3EBYNSoUbRo0YKoqCiaNWvG1XiFNL0krHKvc3Vldf36oNfj/O677Bg8mNX167O6fn3C792j+eTJ2d1dRToYPnw4M2fOBGD8+PFYWFigaRqvvfYa3t7exnL+/v6cPn0aDw+PHHHMpsh9NCnAzm80TZOCIH9wcDC2tioWVkHm4cOH2NraJnGUoca1cKLGtXCixrVw8PHHH7NgwQKj4760xrWBplEb2BR/fH7NGu4ePYr/rl2MvGZwjPT41i02d+zIMF/fHJY+f/D06VNKliwJwMSJE/n66685efIknzRtSkegeKlS1OzcmdIffMDAFi2wfA1cw0vR+ok9A48d45E+HPtS9gDM2z2P4zeOs+Hd7F/tysh31lrTGAN8D0QDg4HDQEPAFziXqGyVKlW4efNmkuuLFSvG3bt3lSlqLpAXz+JTp07x8ccf899//6V4viDoEvmdnB5XTdMQkTRnH9SKrUKRDsqUKQPAtm3b8lgShUKheHH54osvAAiNN5dNi5k//khloGj88c29eylTrx4xYWE8unzZkLd7N2Xq1s0BafMnJUqUQET47LPPmD59OpqmUaNiRf6vdWt+KFGCT0ND+X3DBj5o0YJWFkW5U8+KRfv9jSvbn//+OfXd6+Ps7sz+S/uZ12deXneJV7t0MZqcz7OxoXq9elwvYgj80RH4BOgKmEIypRYgKiqKH374IfcEVuQqjRo14tChQ4gIERERzJgxw3ju/PnzeSiZIrtRiq1CkQGeDRmgUCgUitzD3t6wUjh//vz0lXdz4xzwMYa9lwkmo+2XL8fzrbdY06ABF9ato9WcOTklcr5lzpw5nDtnWMtsXbEikcWKce/JE/SAj15Pu5o1aWFfiZAfwrC2tKZO377cOXKEdcPXcc79HD7uPnh+4Glcvc1LPhw50mhy/n/37+NUsyZnVq5kOzAHg4myJfAaYGVllWIdGzduzC1xFXmIhYUFEyZMMHrRdXR0zGuRFNmIUmwVigzw559/5rUICoVC8cIzderUdJVr1KgRuzAoN3OBxY8eUcTcnJo9ejDk3DkGnz1LvwMHKFW9ek6Km29xcnJCp9NhbmfHhZ07MYvfZzjk5ZfpM2ZMgVnZNr91i0dAOOC5bRs1e/bk9B9/8CT+fBwwc9cu3uvUibCwsBRNTy9cuMDTp09zUWqFQpHdpKnYappWSdO0/ZqmXdQ07YKmaR/F57tomnZM0zRvTdO8NE1rmsr1cfFlvDVN80yU76hp2lFN09ZommYSn7da07Q7mqaZxx/baprmny09VSiyyMCBA/NaBIVCoXjh+eijj9JdtlSpUkmOt2/fnt3iFHhMTU05ERhI1a5d+Rj48aWXqF6tWoFa2a7ZpInR5Lxnz558PXgwy7ZupWSiMv5//005Z2fAsOcyJRI7FlIoFAWPIukoowM+FZHTmqaVBE5pmrYb+BaYKiI7NE3rHH/cOoXrI0XEJYX8T4A3gX5Ae2BnfH4cMAxYkqGeKBQ5zMCBA/nll1/yWgyFQqF4ofniiy9YsGBBmvtso6Ojk5VJrwnzi8gHnp7J8mr26EHNHj3yQJqMYe/mxmtjxmCyaBF64A5wDBgBFAdK29gQGRxMu6VLCQkJoXHjxinW4+HhQcuWLXNPcIVCka2kuWIrIvdE5HT85yfARaAiIEDCRgVr4G4G2zaNr0MPJPZyNR8Yq2laepRuhSJLeM2bh4ejIx5OTmzr3x9dVBR/DxzIytq18XByYuewYcTFxgLw+uuvA3Dnzp28FFmhUCheaNKzzzYsLCxFK5uMrPYWVFauXIlnCkpqduDl5cXleNPk/Ea9sWONJuc7rK2JA34CSk+fzoSHD3nj558xK1GC7t27p3i9pmmsW7eOGzdu5KLUCoUiO8lQuB9N06oCBwEnDMrtP/w/e3ceH9P1PnD8cyf7HmtkESlijS1oVKv2fd/3n60U3+piKVq+SFHtt2ppldZeO7VWaRHUUrskdkJiCUFEJJF9Mvf3x8g0q0QkIvG8X6+8zL1z7rnn5mbGnDnnPI++U6oB6quqmi7UnKIoWsAP/cjvLFVVtz3bXwtYBAQAA1RVTVIUZQWwE2gDHAZ+B06rquqWSXvU0NDQbLc/v2i1WoyNpZ/+uokOCWF3u3Z0OnIEYwsLDg4ZgnOzZlgUL47zs07soQ8/xOGdd6g0aBCgn77k4uKCg4OD3NdCSu5r4ST3tXBJnkpao5q2pT4AACAASURBVEaNDO+rTqcjNDSU4OBgwz43NzdDhPvC7Nq1a0RFRVG7du1crTckJIR79+7h5ORk+HIhL+XkNZv8d2FpaUlMTAygDxZUpUqVdGXSKlq0KI8fP6Z48eKUKVMmh60WWZH34sIpr+9riRIlspXuJ9stUBTFGtgMfKqqaqSiKNOBz1RV3awoSg9gKdAsg0NdVVW9pyhKWWC/oijnVVW9oaqqL+CVyelmAjuAP7JqV0HISyj5E19PZvHxKDoddlZWmNnaoklKwrFiRdxatDCUKdOgAbEp7l+rVq3w9PTkzJkzcl8LKbmvhZPc18Jl9+7dzJs3j2PHjjFz5swMy1y8eJHAwEAATE1NadmyZab1eXl58eWXX+ZJW181ExMT7O3t2bhxI927d8+VOuvXr8+xY8eYOHFipr/v3JaT1+zatWv59ddf0+1PHsTZvHkz3bp1A+Cjjz4ypPhp0qQJP//8M15eXhgbG3PlyhXKvqEBxfKavBcXTq/Lfc3WiK2iKCboR1L/UlX1+2f7IgB7VVVVRVEUIEJV1YxjqP9bzwpgp6qqv2X1vKIoa4F/gLHPG7EtCEmVX5ebLdI7M28eR778EmMLC9xatKBtijW0SYmJrPHyosm8ebg0aADoE7vfvn0bVVXlvhZScl8LJ7mvhcujR48oUaIEf/75J61atcqVOgvC54nsMjY2Jikp6aWvKTExEVNTUwB27NhB+/btc6N52ZKT12zK9qaU/Hto3749O3fuZOTIkfTq1Yv3338fgL///pt69erh7u7O7du3GTBgACtWrHjpa0gWEhJC8eLFMTExybpwISfvxYVTXt9XRVGyNWKbnajICvrR2MvJndpn7gENnz1ugn5Kcdpji6SMcAy8C1zKuvkAzADGZrOsEC8sLjyc69u3MzQoiOH37pEYHc2l1asNz+8bORKX9983dGoB+vTpkx9NFUIIkULx4sVRVZXatWsb8lGm/UmpTZs2mZbLqHxBd+7cOQAuXLiQZdmr969Sc1pNw4/tKFvm7pvL3rN7Me1qCl2g8deNadisYZZ15TcTExMqVaoEpP//WlVVdu7cCUC/fv2wsrIyPHfx4kVKly7N7du3AdBoci8bZlhYGE5OThw/fjzX6hRCZCw7r9x3gf5AkxRpe9oAQ4HZiqL4o586PAxAUZQ6iqIseXZsZeD0szIH0K+xzVbHVlXVi8DZF7scIbLv1r592L31FpYlSmBkYoJ7ly7c/ecfAP6ZNo3Y0FAaf/99qmOSg5EUtg9BQghRmAwYMCDV9sKFuZNo4cy8eSz38GB51aqceRa8KvbxYzY1b84Sd3c2NW9OXHh4rpzrZSSvKa3+LL3N81QsVRG/KX74TfHjzOQzWJpa4pTgRAvvFnAKoldF0++9fvzvr9cz1U9aPXr0APTTklNKubZ23bp1qdYgjxw5kocPH+Lh4cGUKVNyNXq2g4MDAA1SfEkuhMgbWa6xVVX1CKmjFqeULjKBqqqn0UdYR1XVf4Bq2W2MqqoD02x3ye6xQrwoW1dXQo4fJzEmBmMLC275+FCqTh3OLVnCzb/+oruPD0qab209PDwAfWTIt956Kz+aLYQQ4jkiIyPTrbN0dXV96XpDL1zg3OLF9Dt5EiNTU35r1YqybdtybvFiXJs2xWvCBE7MmsWJWbNo+M03L32+l7Vlyxa6dOnCkydP0uXzzYzPZR8sEi3o2bYnykCF3St2M3LkSFZvXU1S8ySmd57OvXv3XknwqJzq2rUr3t7e6fY/evTI8PiHH35I9/yiRYsYNmwY+omKz3f1/lV6/tzTsB34KBDvjt40qtCI4auHE5cYh7GRMcOrDScpKYlDhw7l8GqEEC9CwpKJN5ajlxcVunVjlacnirExDrVqUX3YMOZZWWFbpgxr33kHAPcuXaj/3/+mOnbNmjVMmjQpP5othBDiORo3bpxqe+nSpblS7+PLl3GqVw8TS0sASjdsSMDWrVzfvp2eBw8CUHXAADY0avRadGw7P8s/27p1a44dO2bY7+HhwdOnT7lx4wZGRkYAXLlyhbVr1zLzyEySHiQBoIaptBrWCm4DHmBkZ8SmLZte604t6Eepzc3NiYuLM+zT6XTMnz//ucd9+OGH2T5H8ig3QJIuCedxznSu1Zmhvw5lSvsptK7Wml3nd9F2YltARmuFeFWkYyveaO9Om8a706al2jdGq83yOOnYCiHE6+ns2X9XMR08eJCGDXNnbWhxDw+OfPklsWFhGFtYELhrF6Xq1CHmwQOsn3X2rB0diXn4MFfOlxsmTpzI119/jU6nQ6PREB4eTqtWrZg9e3b61BwaoA8433Fm1KxR1GlWh28OfUPY0zA61OjA/P3zDZ3l113r1q3ZunWrYfvhw4fs3r070/Ivk5/e57IP5UqUo0yxMigoRMZFArBqwyqI1p9bCPFqSMdWiBf04YcfsmPHjvxuhhBCiDS0ab6YdKjgQM1pNQ3byVNGw56Gsd1vOxpFQ0nbkqwYtAIne6fn1l2scmXeHj+eTc2bY2ptTckaNdC85vk4Z8yYwddff20Ymc1ImzZt2LVrF7jAOxXe4Z9V/xiea1q7KQDX7l/jj/NZZmB8bfzwww+pOrbPi5xtaWmJk9Pz7/3zrD+1nt5v9wZgbq+5tJzbkrGbxhIcHEwT2yaUKFEix3ULIV5M7oV9E+INsWjRIu7du5ffzRBCCJFG2ummlRwrpQuM1LlWZ8a1HMe5qefwm+JHu+rt8P49/ZrMjFQbMoT/O3uWXocOYV60KPbu7lg6OPA0JASApyEhWJYsmevXlVOKorBs2TLatm3L2rVrefr0aapI0K1bt9Z3aoEun3dhaJOhhmMfRupHGnU6HdP/mM7whsPz5RpywtnZGctnU8YB/P39My37IlOQ00rQJrDDfwfd6+jzBS88uJA5PebgdswNjoPyftbrdYUQuef1/qpRCCGEECKbxowZY3icNoBUyimjKUXHR2crYBBA9MOHWJUsSeTt2wRs2UKfY8eICAri4sqVeE2YwMWVKynfsePLX0guGjRoEIMGDUq3f/HixezevRtLS0uOXDpC3Zl1ufbwGvP2zSPwUSBNKzfl0LVDPI17ip2lHSERIbTyaJXlyPbrYteuXTRq1CjLcmXLls3xOXZf2I2nqycOtvrIxyuPreTzBp9z5MgRfvrpJ8ZfGp/juoUQL046tkIIIYQo8B4/fpxqO20QqZRTRgG+3Polvx77FTsLOw6MPZCtc+zo2pXYsDCMTExoumAB5kWK4DVhAr/36MH5pUuxdXWl/aZNL38xeax///6sXr2afv36sWrVKgC0P+uncScHQ5rbcy5FLItga2ELwHyf+Xj/7s2i/ovyrd1pnZk3j3OLF4OqUn3oUGp/+imxjx+zs2dPIm7eZHyRIswPDyf2OXXY2Njk+PzrTq5L9TflZOdE6bdLA1ChUQXcH7nnuG4hxIuTqchCCCGEKPB69epleNyoUSNcXFwM22mnjALM6DyDO9/eoa9XX37c/2O2ztH78GEGX7rEAH9/yjTVrz+1KFaMHj4+fBAQQA8fHyyKFs2lK8o7v//+O4sXLzZ0alNKObKd3KmFFxvZfhVSpl8a4O/PjZ07CQ8I4OSsWbg2bcoHAQFU7dSJxlnUU6xYsRydPyY+hr2X9tKl1r+ZKYdUGAJe4D7enS+2fsEv//dLjuoWQuSMjNgKIYQQosDbu3ev4bG1tXWq59JOGU2pj1cf2s5vy7SO09I9V1g9efIk0+dyY2T7VchO+qXOM2Zwfd06dqVI/ZPW/fv3c3R+SzNLwuaGpdo37v/GUaRIEa5tvZajOoUQL0dGbIUQQghRqOzcuTPVdtopowEPAgyPd/jtoFKpSq+sbdlxZt48lnt4sLxqVc7MnQtA7OPHbGrenCXu7mxq3py48PBcP29ujWy/CsU9PAg+dIjYsDASY2II3LWLqDt30qVfsksTEdrFxYW1a9cato8fP/7C51YUBUVRaNmyJZcuXQLg888/B+DmzZs5vCIhxMuSjq0QQgghCrTJkydn+lxGU0YnbJmAxxQPqk+tzp5Le5jXa96raGa2ZGeKrWvTppyYNSvXz53VyPbms5tz/Zw5lTL90uZWrTJNv2RiYpJqOzg4mN69//2SIzAw8IXPfe7cOerWrcuePXuoWrUqiqLwv//9j0GDBmFra5t1BUKIPCEdWyGEEEIUWHfv3mX69Omp9i1evNjwOHnKqJ2lnWHf5hGbuTDtAuemnuP3Ub/jXMQZ0E9LHTJkyKtpeCZSTrHVGBunmmJbdcAAAKoOGMD1bdty/dwFbWQ7p+mX/vrrL8PjnASPqlatGidPnkRVVZ4+fWrYv3Tp0hxchRAit0jHVgghhBAF1urVq9Pt++CDD3JUV2xsLMuWLXtu3tO8lt0ptjEPH+bqeQvayDbo0y8BhvRLlXv3plyHDlxcuRKAiytXYubpme64Vq1aGR7fuXPnpdqQnNd+/fr1r1VwLSHeRBI8SgghhBAFgoODAw8fPuSnn35ixIgRaLVaJkyYkKrMjBkzslXX6TlzOL9kCSgKJapVo9Xy5bi5udEKWFuzJmcqVaLmiBF4fvxxlnU9evSIjRs3smbNGs6fP8/Vq1dxfNYJfVEpp9iaWltnOsU2t2UUDGnziNdn6nFGspN+adj+/RgbG6PVajOs4/LlyyQlJWGUZi1udlWoUAGAnj175vg6hBC5Qzq24o119f5Vev78739EgY8C8e7ozd3wu/x+7ndMjUwpV6Icywctx97SPh9bKoQQIikpiYfPRui8vb354IMP0o2s3r9/HweH9OtD04q6e5ez8+cz6NIlTCws2NGjB1fWr0dVVTo1asSIgwd5dPQoZik6Q2fmzePcL78QFRXFjeLFme/riwXQDygChAO+QMvixdnVtCkaRckwt6qdmxvtN27EvEiRTNtXbcgQqj2bEn34iy+wdnExTLG1dnTMdIrtm6b34cPp9iWnXwKYPn06sfv3E/bgAWPGjGHFihXpysfFxXHnzh3c3Nxe+Px3794F4No1iYIsxOtApiKLN1bFUhXxm+KH3xQ/zkw+g6WpJZ1rdaZ5leZcmKpfe1XBoQJf7/o6v5sqhBCF0uk5c1hetSrLPTzY2bs3J779lh+KFGGOuTk/2NuzrXNnfu/Rg6UVK/JrjRp0R//BpXLlypiamqaqS6vVZqtTm0zVatHGxqLTatHGxGDt5IT/woX0WLwYFXBzc8N79mxKly5NKUVh3aef8uGlS3x25w5xvr4UB4aVL8/bffowNSaGIV9/zeZBg+jg4MD/nT79UoGfsjPFtnzHji/wm37zJCYmMnnyZLp27UrRokVZtGhRpmV9fX1zdA4nJycePXqEu7t7TpsphMhF0rEVgtQJ6VtUbYGxkX4yQ72y9QgOD87n1gkhROGTPGra7/RpBl24QMLTp5z69lsGXbnCZ3FxlGnRgsSYGIwtLRl85QoDz5/HBPACypUrl6qutWvXYmRklK6jrI2L45aPD796erKyZk3Wvfce4devY+PsTJ2xY/nF1ZWFjo4olpb08/bmxqlTdHN352OgR1QUy779luDgYN4pWxZHLy+CgoNJUlUGenvzxzffUE2jodd332FhYUHVAQO4+eefuRL4aUfXriyrUoWt7dunmmJ7a+9elri7c2vvXt5OMwX7TZacfkdRFGbMmEFsbCzvvvsuAJs2bQLAzMyMt956K8PjDx06lOPzFitWLGeNFkLkOunYCkH6hPTJlh1dRutqrfOhRUIIUfilGjWNjUVRFIxMTNBptSRGR2NkYkLRypUNnRbHunWxAypVSh2d97333kvXUdYlJXFl/Xr2jRhB2zVrGODnR6U+fTg+fTpx4eFc376doUFBDL93jycPHhB79CgmikL9Bg3od/Ikn//2G/Pfew9VVVmycyf2jx9T1Nz8uQGdEp4+fanAT8n5a+MeP6bGsGEM8PenZK1abGrenDX16qFoNPQ7eZIePj5YFC2ap/emIImLi+Pbb78FYNKkSVhaWnLq1CmWLl2aKqCTn59fhsfv2bPnlbRTCJG3pGMr3ngZJaQHmPHHDIw1xvT16ptPLRNCiMIr7aiplYMD9SZN4hdXV+ZZW3N7/34So6PxHDUKgKTERKprtXyzdSsjRoxIVZerqyuQ8fRiFIWEyEgAEiIisHZy4ta+fdi99RaWJUpgZGLC20OGMGvECEpVqMDYX3+lbt26uHfpQui5c0D2c6ZqjIzSlTt+8mS2fh/5mb+2oDMzM2PcuHGoqoqqqob9gwcPTlXO1taW/v37pzv+0qVLBAUF5Xk7hRB5S4JHiTdeRgnpV/6zkp3nduIz2kfC9wshRB5IOWpqZm/Ptk6d8P/5Z8P2jm7dSIyO5sqGDVQbNIh9I0fi8v77VO/UCdCvqd23b5+hvpQdZWMLC9xatMCtRQvKtGjB2nffRVEUjC0tGRIQwLWNG7m8di33T53C1NYWyxIlcG3SBDNbW27v30+1wYO58/ffFHkW8RbAtO17fB/8AxBJdMhWQmIiaedpw8F5Hbjx5DY6bSL32j1lafAP+J3Vjwwe/uIL/jh5kk7FimUZ+Cll/log1TTmngcPAvppzBsaNaLhN9/k0V0p+Hbs2AHA+fPnM3x+7NixrFq1Kt3+AwcOZDpVWQhRMMiIrXjjpU1I/+eFP/nmz2/Y8dEOLM0s87FlQghReKUdNbV76y1QVcN2ha5dMbG25tR337GgZEmubNhA9P37hnWza+rWJWDkSEYCxYCAc+dSTS9OjI7mzPz5XFi2jB4+PoxOTMTWzY3fu3Xj7Pz5eAwahC4hgYjAQELPnaP6sGG8PWEC1zZvZkW1ahyeOJGWS5YY2uuiKYLfFD8ODdrB+IP2WFva0qlWJz6PrY/fFD8WW/WnqV1N2lVsCfwb+EmtUYNDYWFZBn7Kr/y1hU3Hjh0pVaoUHh4eGT6fWdqfP/74Iy+bJYR4BWTEVrzRkhPS/9zvZ8O+j9Z+RLw2nubfNwf0AaQW9c88mqIQQogXZ+vqSsjx4/oAURYWRAQFEffkCaHnz1Pcw4Ob+/YRGxpKRGAgJWvUoMeBA+weMIB9333Hia+/puGyZcTb27O2VSuaATd27zZ0lAHcu3Th1r59JMXHU7xaNXRaLZbFixN+/TrG5uZ4DBhA859+4sTXX5MQFYWxmRnGZmZ0zaSDkzJnqtmkwZQL3kHHoV8bcqbauJbmaK17eP3iwzLvKobcqp1q1aJ0sWK0XrfOkFu1/bOARinlV/7awuTGjRsABAQEZFrG09OTSZMmMX369FT7t2zZwtOnT7G2ts7TNgoh8o6Sci1CQaMoiloQ2v/o0SOKFy+e380QuUzua+Ek97Vwkvv6ejo6ZQpXN2xAMTbGoVYtbFxdOfP996iqirG5OS4NG3Jjxw5s3dwws7Ul4uZN/omMxBVYDyz+80++adUKMyDc0ZEPixSh36lTGFtYsHvgQA4GBFDk+HEszM0xsbLCvlw5rJ2dqf3pp2zr1AljCwtMbW3pe/w4Zra22W734BWD8XT15KMmHxn2Hbp2iNEbR3N60ul05ZOXtLzIZ5bk/LVn582j58GDhmnMGxo1YsjVq9mup6DK6WtWVdUslxBFR0dn2IFdvnw5AwcOfOFziuyT9+LCKa/vq6IoqKqa5dpA6di+AvIiLpzkvhZOcl8LJ7mvBdeZefM48uWXhnWz7dau5S1gAGBXvDh3Hz3iDNC9bFl0UVEkxcVh7eJCUnw8T8LC0EZEYG5mhk3p0sSFh1Pviy+4e+QIb48fj6OXFyf/9z/Cr15NNe34eRK0CTiNc+LitIupYjOMWD2C8iXLM6bFmHTHnDt3jho1anDlyhUqVqyYad3RDx9iVbIkkbdv81uLFvQ5dozjM2diUawYXhMmcGLWLOIeP6bhswjAhVlevGZPz5nD+SVL0CYlcfDqVTYCyROTOwJ1gS8LwOfKgkzeiwun16VjK2tshRBCCPHK7Nq1CxcXl2yVTZuWJzE6mqG1a9MAWApUXr2a80ATwG3OHIaHhODWqhWu/fvjExjIBSMjfIFuAQF8EBBA4++/JzwggIf+/jh6eQFQqWdP7v7zT7bbn1HAQW2Sli1nt9CzTs8Mj6levToAtWrVem7dWeWv9d+0iQ0PH2JjY4OiKDg4ODy3PvGv+9euceCrr+h3+jRDr1yhQ7t2dHd3B8AFsHhW7vjx4/nWRiHEy5GOrRBCCCFeGXNzc+7evZutablpA0y5d+lCh+rVcQLuPCtzCTABunbsyMIFC9DGxPCfL74A4M7jx7gC5VxdURSFrwYMoFiVKiRERPD42jX9OfbupVjlytluf9qAgwD7Lu+jkmMlXIpm3mFft24dsbGxREVFZVqm9+HDDL50ife3bWP18eNUrVoVy+LF6bl/P0OvX+fDs2dZuHIlT58+pVmzZmzbti3b7X7T1fPyIiI83JAOykRVqfbuuyhAWyB5ZXXDhg3zsZVCiJchUQmEEEII8co0btwYgN9//50OHTo8t2zaAFO3fHy49vQp5kDypLdSQIkqVfjy0iWix49H0749saVLw5071EE/EjcJiATuAm9//DHLP/+c1c2bg0aDxsoKh48+yrST2KJFCyyfpeDJKOAgwPqT6+ldt3dGhxv06tWL3r1706FDBw4cOABAVFQU27ZtY+3atfz5558ZHlehQgX69OlD7969qZAi/dCb7ur9q/T8+d8R8sBHgXh39OZJzBMWH15MCWt9ELGZXWbilOTErSdPqDRsWKp0UN9u28a76L8cSf66ISEhgTNnzlC7du1Xfk1CiJcja2xfAVlPUDjJfS2c5L4WTnJfXy+KolCrVi3Onj2bZdm0Aaa2GhtzfMUKWgBvvfUWl4OCqF+vHh8eP07Dli2pce4cf4WEEIC+s2IEdAPCgH3PO1EmRo0axfz583NwZHpjx45l9uzZGT5nbm5O37596du3L++//z5GRka5cs6C6kVes0m6JJzHOXPiixMsP7ocazNrxrYca3heURQsgOWNG9N+wwbM7O35vXt3ynfuzO+TJjEpOBgdMB39lyDwYoG+RPbJe3HhJGtsXwPnz5/Hz88vv5shhBBCFHqnT5/m8OHDADRo0ABfX99sHffutGkMvnKFhjt2cMjZmVO+vlwAvgfcFy7kCGBXoQLRQEBgIF2mTKEM/47AJQGngNKZ1H/r1i1UVc30J7c6tQDffvstLi4utGjRghUrVvDkyRPDeWJjY1myZAmNGzd+4zu1L8rnsg/lSpSjTLEy6Z5btEifrm/fwoXpprX/M3UqdomJzLK3ZyL6Ke3jnx0nnw+FKHje6KnI1atXp3jx4oSGhuZ3U4QQQohCa86cOYwePTrd/qzSsmRkAJA8AfVK//7EAL6//spEwDQggAPDhxMP2PBv59YDuJ9JfWXKlMlwdE6r1WJkZJTtNh49epQ2bdoQGRmZ6WifRqPhzp07GT6X0otMs21TrU222leYrT+1PtW65x8P/Mivx36ldpnarPhkBfXr1+etWrX484cfUk1rrzN6NJ6jRhEZGYmdnR3TgW+e1VGrVi0ZtRWigHmjR2wBevTokd9NEEIIIQq1zz77zBA0aeXKlc8dIV29ejUAvr6+qfYDOAOVAW/gCwBVpb+HBzo7O0zQTzvWAX8BfYDRwBjACvB5TvtOnDiRanvDhg2YmJig0WhQFCXTzm1wcDANGjRAURTee+89IiMjWbhwYZa/j+joaHbu3Jnp8xVLVcRvih9+U/w4M/kMlqaWdK7VGYDPmn1meE46tfr0Szv8d9C9TncARjQawY2ZN/D7rx9H9hwBLzh48CCOXl5U6NaNVZ6erKhWDXQ6qg8bBoCtrW2GnwcPHTr0Sq9FCPFy3viObZ8+ffK7CUIIIUShZ21tja2tLQMGDHhuub59+wL6EbOgoCA8PT359NNP9XVYWaEAluinnOkSE2nRpw9JJUvyFPgf+rykScDPwGIbG2YD64CE55yzXr16XLlyBZ1OR5cuXejVq1emZePi4vjoo49QFIXSpUtz5MgR+vXrR0REBKqqMnz48EyPVVWVkSNHYm1tTfv27Z/7e0j2vGm2In36JQdbB4w0RoSFhXF953UcPBwwMTEB/p3WPujCBdqsWoWxmZmhnpUrVzKnWLFUdbds2ZKkpKRXdzFCiJfyxnZsL168CMDnn3+Oo6Oj4RvZjh075nPLhBBCiMIpOVhUVkGjktc3li1bFl9fX9auXQvAtZgYLgITgJmAkYUF9SZOpJyNDTbAUPSjtskrVKOiorCyskpVd/v27XFyckp3zsqVK9OyZUu2bt2aYZsWL16sD0JkYcGCBQuoVq0a165dQ1VVVq1aha2t7XOvaevWrWg0GhYuXMhHH32U7WmuGU2zrT61OoNXDCY8OjxbdRRmadMvhTwJAaBkyZLgBo1qNspWPebm5gwePDjVvri4uEyDfQkhXj9vbFTkUaNG8eOPPxq2zczMKF++PBMnTjR8W5xbJAJc4ST3tXCS+1o4yX19fSRP683s/+99+/bRvHnzDJ8rAnwK/AiEA3NKlqRCp0489PVl8OnT6FSVmYrCXlXNMALy4MGDad68OT+v/5mDmoP/PmEDnAHMgIpA3LP9p4Dg1HXs2rWL1q1bZ+taAYKCgihbtiwApUuX5vLly+k625lJ0CbgNM6Ji9Mu4mDrwIPIBxS3Lo6CwuTtkwmJCGHZwGXZbktBkp3XbEx8DKXHlyZwZiB2lnYA9F/an3+u/ENgYCDv1niXTR9vwtHeMVvnfPz4McXSjNoCREREZPnFhcgeeS8unF6XqMhvbMfW3d2d69evv5LAAPIiLpzkvhZOcl8LJ7mvr4/du3fTpk0bQkNDU92TkJAQw0iqtbU1d+7coVixYuh0OiwtLYmJiaEdUAX49tkxS1q3JmT3bhKBxGf77NFPR/4yi3YYGRnpp5kqQG9wv+xOgBKgr+h8+vKzFs5i3YN1FvTLIgAAIABJREFUhu2MAjrFJcaRkJSArbktqqpy4fYFdCd1YAYlG5TEsYi+g5XdoE/b/baz4MAC9ny2J9X+kydPMnbqWB7XfcyFaReyrKcgepnXbPIsPJ1O98LHjhw5Mt066aJFixIWFpajtojU5L24cHpdOrZv7FTk69evU61atfxuhhBCCFGode/eHTMzM8MXycmjnc2aNQMgKSmJJk2a6Du1duA+3p1yY8vRaF4jrEZYQVXQNdJh1M2Iiw0BWzB5tjz1qZ8f14A5wNfPfnTAkWy06+OPP9Y/cAKiIMA3INXz7dq1w9PT07A9YcSELAM6XZl+hcCvA+mo68g573Po4nV8N+o7pkyZwrjW41446FNG02wXLVqEl5cXl2Iu4eHska163iQzZ84E4OHDhzk6ftasWRQtWjTVvsePH3P9+vWXbpsQIm+9sR1bkMBRQgghRF776quvSEhIwNTU1LBv+vTp+Pv7891332FsbMyBAweYNm0a303+Dus91vhP9cd/mj9R4VFwC+J2xZH0WxJBf0OQDUzcA7OAxIcPKQl8BozRgLcxJBlDzWIm9Kqgwa1VaSgKtAe6AC3QJysFrl69qn9QFriRosFVoOLEipToWoJ9h/ZhbPxvZsTktb+ZBXTav38/iqLg7e1Nwz4NqV+tPmM+HJOj31tMfAx7L+2lS60uhn3vfPoOI/aOwH6wPfW71WdOjzk5qruwSkxM5Msvv6Rjx445Hj2ytbVlwoQJ6SJhu7u750YThRB56I3s2Gq1WgB69+6dRUkhhBBCvIxKlSrh7++PVqvVB/Th39HacePGGcpNmTKFsWPH4uvri4uLC71G96JmuZqoUSr29vaGcpsawFwTiFQUqm7Zwkn0EZJtNcaUqVOPzyNjeK99X6reVBnjl8DHpYpgegLYAtwEquvriYmJ0X8KKgMEQWxsLMVDi8NGsPWxxd7UnnbT26Xq4NSuXRtIH9Bp3r55KF0Vmk5tirmdOY8fP6Zss7IvHPTp6v2r1JxWk5rTalJ/Vn0SkxJZ/s9ypmyfgtJX4VbkLUq7lGbNp2vY8dGObK8dfVO8//77AGzZsuW55U7PmcPyqlVZ7uHBzt690cbFccvHh189PVlZsyaltmyhaAZL1Q4fPpwn7RZC5I4C3bH9DJhva8uZuXN56O/PmnfeYUW1amxp3574yMhMjztw4ACgT8ouhBBCiLxVvXp1Tpw4QWhoKIqiUK9ePUC/bqpfv37s3r2bhIQEQ87a4OBggjRBDGk0BID79+8DYOpqCrHAU1BUlYSQEN4DbgFrtFp8AwK4umEDyvAOXGtehhqDh3DX5CnvJs9KvQu46R/26tULXIBHQCyUK1cONwc3UOHUyVOUjinN7djbqYIJ6XQ6SjmVMuRNTUpK4sBPBwieHQxbYGDPgfSe2xsrG6tMc6s62jkyZlPGo7gZ5a9tUq4J3t7ecB5Of3ma2/NuvzH5a7VaLYqi0Lp1ay5fvvzcsnfu3OH48eP88ssvaDSZf7yNunuXs/Pn0+/0aQZduIAuKYkr69ezb8QI2q5ZwwA/Pzz69+fDcuXSHZvccRZCvJ4KdMd2LmBsaUn5zp3564MPeH/WLAaeP497586c+t//Mj0uOW2AEEIIIfKeqqp8//33hm0fHx9UVUWn07Fq1SpatWplyDUKgAZO3D9h6BiaPcs36tzQGQIhEvgbuP7JJ9gD8cB1ICIsjOGff866s5upcVWLpm5ljLQq9g2LQGegO2ALeMKof0Zh095GH23KBe7du8fpi6cBsLKy4vDtwxTTFMPS0jLVtTwweUDsnVg2rNiAsbExh/46xJzv56CqKlN6TuFk0MlMc6tqNBqGNhjKyaCTWf7OfC774GjlSI2yNQCYOm2qYcT4TWFkZESTJk34888/qVKliiEo1A8//EBiYmKqsq6urgAMHTo0y3pVrRZtbCw6rRZtTAzWTk6gKCQ8GxRJiIigedeuWFhYpDt29+7duXBlQoi8UKA7tu6Afbly2JUpQ/jVq7g8+yatTPPmXNu8OdPjpGMrhBBCvBobNmxAo9GwYcMGpkyZgqqqNGnS5LnHNBvUDELhScwTw9RcOkOQWRAfffYRFg2ganFYNrgUO2uCBzANKFG6NEfDQon9fg3x4dH4fziGVnaehDeqDCr6yFL61UhU1VTFxNiEJ0ufEHQ4iFmzZlG6W2ms/s8K8z7mXI26yvXV1wkMDEzVtsZDGxNzLoZPPvmEpk2bcifsDp9++ikAW3234uHsYQj6FB8fj6qqhtyqKctkZcb6Gfht1q/pnTx5MstPLH/j8tcqimL4EiQqKopJkyYB+sBfpqamKIpC27ZtmTNHv9bY398/yzptnJ2pM3Ysv7i6stDRETM7O9xatKDlkiVsbtOGRS4uXFy1ilXBwUyZMiXd8YMGDcrdixRC5JoC3bGtAVR6tk62uIcHN3bsAODapk1E3bmT6XEJCQm0afNmTOMRQggh8tOiRYuoVasW8fHxTJ06NVvHmFUxgxvw6MYjw9RcToGxYszYDmPZ02sBjx/B/5p8R5VA2OEMvoCVsTE/NfSieKI5S2zsGH7vHi41ajOreG99TtpIIALq169P3159CZsbhp2lHW5ubowfP57bv97m6cqnnP7iNIOcBxEdGp2qXU9jn+L/yJ/Tm09z//599u3bx8StE6k2tRrVp1bnwNUDzOg0wxD0yd7eHo1Gw5Cfh6Qqk1XQpw+GfcChm4do4d4CVVX5T5P/ZGsqc2FmbW3NV199ZZiufujQITw9Pdm1axejR4/G2dmZ6tWrZ1lPXHg417dvZ2hQEMPv3SMxOppLq1dzZs4cuu7axfDgYPZHRhK5di39+/dPPZMAePDgAT4+Pnl1mUKIl2CcdZHXV1WgYnf9NKWWy5ax/+OPOebtTbkOHTBKEX0xI3379n0FLRRCCCHebMlxLbIyatQojh49ik7RcaH6BbgJ7733HgA2NjbwLiixCp2bd6ZYdDRe5uZEnDzJ46JQ+i4EAxeCgqhy7ybHWlUmYPM5NEZGOLRrwdy2naEBoAPlqkLzIc358cCP/HrsV+q41WF299kUsSpiaIubm1uqwFbJTvxzgrC5qfOZrhqyKl255DIRERHY2tqye8Juhg4dyi+//PLc34Gqqri4uHDP+B4VO1fkr1V/ARimNAMMbTCUdj+0y86vtFBr0KABZ86cAfTRkFNGr36eW/v2YffWW1iWKAGAe5cu3D16lIf+/jh6eTFp0iT+uHuXaaVL4+TkxJEjR/Dy8kpVx5dffkmTJk3SRU4WQuSvAj1iexewctC/2RerVInue/bQ/8wZKvXujX0Gi/4Bnjx5AkCHDh1eVTOFEEIIkYVNmzbh6+uL/1l/klYkQYollFFRURANiWcT8fX1Zd+1a5yKi+PussXUug1GiXAcqAsoqDTffolVnp78M20a+5bPJ7QC+vVLoZBwISHTYE5RUVGGdZwZadiw4Qtdk6mpKXFxcXz77bcsXrwYRVEMn0PSio6ORqPRcO/ePZoMa8L47uMNz+VkKvObxMTEJNudTFtXV0KOHycxJgZVVbnl40OxKlVIiIhgyy+/MGPGDEa3a0eZunUBePvttxk+fHiqOk6cOMFvv/2W69chhHg5Bbpj65vicfSzRNyqTsfx6dOpkeZNKNnmZ2tvra2t87p5QgghhMim+/fvG6aZpv2JT4zHvoY9zgnOhvJ7gLPTWhPRvBbOwKfAWeCreH3g5PPnzrF39mzcKMbeGOAecAyMjY0zDeZka2ubYdtGjhzJpUuXMDIyytG1jRs3zrBWt0iRIobPIskCAgIMn0tu3LqBX6hfqvy1n2/+/IWmMovMOXp5UaFbN1Z5erKiWjXQ6ag+bBjVv/qKox9+yJcWFrhHRdEwRRBSb2/vdPd+4MCBqBmkBBJC5B+lIL8oLRRFjX3W/jPz5uG3YAGgn1bS4OuvM/z2rmnTpuzfv/+Vvhk9evQox4nCxetL7mvhJPe1cJL7WrBt99vOggML2PPZHgA2btxIz149sR9pz5PlTyAm82P9/Pyo+VlN/VzlAAzBnJJzwM7ZO4cTQScYVn4YTZs2TXWsTqfL1emmqqryzjvvcOLECerWrcuJEyfYvn07nTt3BvQxQNKu6XxTvcrXbExMDFZWVgCZfj4cPHgwy5cvT7XvyJEjvPvuu3nevsJE3osLp7y+r4qioKpqlm/GBXrENi7F49qffMKQa9cYcu0a78+alel/RPv378/0G1khhBBCvH6Sowwn69GjB7vP7aayY2W++PSL5x5bs3ZNcAZu/rsv7Qho0NqgdJ3aq1ev5voaSkVROH78OJs3b+bUqVNoNBo6d+7M+++/j6qq0qnNB6e//57/WlkxBtjeowfauH8/XfqMGsW8ZyPpS5YswcHBIdWxW7dufZVNFUJkoUB3bHNqxIgR+d0EIYQQQmRDTHyMIcpwSutPrqdLzS7MmDHj+bOwkoDVQOK/gaxWDVnF+annOTf1HJ2tOnPy79R5Zf39/alQoUIuX8m/unTpYlhrO336dP7+++88O5fIXNTdu+wYP555wGfBwaCqXFm/HoD7p08Tn2I9tEajSRcNefbs2eh0ulfZZCHEcxToqMg58eDBA0o8i4QnhBBCiNebpZllukjEACsGr+DRo0eGbRsbG32QqUxMnTqVRo0apdoXGhrK4MGDU+07efJkttLGvCw7OztZo5nP/jt5MlZaLbu3b8fRwQFtTAzWTk7okpL4e9w42q5dS0CKUdmqVatSu3ZtQzRm0H9Zkna0XwiRP964jm3JkiXzuwlCCCGEyIGr96/S8+eehu0boTf4qtNXPIl5QlS7qH/XKJ1Cv6YWqFmzJr6+vunqgvSfCczNzeXL70Jm6dKl3Lp1i2nTpqWaWr5x40bmLl/Otx06cLFPH65aWODWogVuLVpwZt48ynXogLWjY7r6Vq1aRZUqVQzbzZo1ky8ohHhNvJFTkYUQQghR8FQsVRG/KX74TfHjzOQzWJhY0LmWPvASF4Ctz36C/z0mLi4uXT3R0dHMmDEj3f7AwEDc3Nzyoukinzx8+JCvvvoKjUbDxx9/jKqqXLp0iZ49e9K2SRNco6IYGhTE8Hv3SIyO5uKvv3Jt0yY8R43KsL7KlSuny6whHVshXg/SsRVCCCFEgeNz2Qe3Ym6UKVbmueUymp48YsQIJk2aZNhes2YNqqrimMEInSjYJk6cSHx8PJ07d+aHH35Ao9FQtWpVAGYPH47dW29hWaIERiYmuHfpwtEpUwi/fp0l5cvzi5sbiTExLClfPlWdzZs3T7V99+7dV3Y9QojMScdWCCGEEAXO+lPr6VI9RUCpKkAXoAFgqt81efJk5sxJn/P1wYMHhscdO3akT58+edpWkb9MTU3ZsmULiYmJhn1arRZbV1dCjh8nMSYGVVW55eNDndGjGXn/PsNu3mTYzZuYWFrywfXrqepLu6Z2x44dr+Q6hBDPJx1bIYQQQhQoCdoEdvjvoEO1Djx58gS/jxcybrOG0VugaiwoXrB37168vb0peugQ86ytOXv2LDExMfTs2ZM9e/YY6tq+fXs+Xol4lZLXVD98+BAjIyMcvbyo0K0bqzw9WVGtGuh0VB82LMt6PD09U23/5z//4Xqazq8Q4tWTjq0QQgghCpTdF3bj6epJSZuS/LF2LVVuPWSOVseDvn3pb+9FuVrONGvWzJCyRavVMn78eKysrNi4cWN+N1/kg4EDBxIeHs6JEydSBQh7d9o0Bl+5wqALF2izahXGZmaG586cOcOn0dHp6nrnnXfS7fvii+fnUxZC5D3p2AohhBCiQFl3ch293+4NgKLREG0BJsCc2bO5UjSSSsXKG1K2vP/tt2iMjNi3b1+m9d27d+8VtVzkl5UrV7Jo0SLefvvtbJUPCwujTp06WFlZZav8pk2bXqZ5Qohc8Mal+xFCCCFEwRUTH8OfF/7k4r2LzP5rNkYaIy70UbCOU3H93BGNjTFuWgWXUSWwrmpBT0fHVGsr0ypbtmy2Oy+i4HqRyMVJSUkUL14cyDj4GMCgQYNYvnx5qn0xMTFYWlrmvJFCiJciHVshhBBCvDaSoxOHhISkyjuazNLMkifznwDw6NEjLBRwHuvMwJID2LB6GyNsbOg6ZTyfX5jI2wOGkpCQ8NyO7Y0bN/LsWsTrJ20u5MBHgXh39OZJzBMWH15MCesS+Pv7gws8ufAkw79BgOHDh6fr2B44cIC2bdvmafuFEJkr2FORu0HlyZU5duMYfrf9qDezHjWn1aTO9DqcDDqZ360TQgghRA48ePCAAwcOZKvs+o1zcTKyZ96cxdwPDWVHYCCrBwzgqEUI4UO/xtvcHBNgfAbH3rx5MzebLQqAtLmQLU0tDbmQP2v2GS6nXGArnNt1Djs7u0zrcXBwSLevW7duedZuIUTWCnbH9jfwn+JPZcfKfL75c6a0n4LfFD+8O3rz+W+f53frhBBCCPGCkkfIpk6dmq3ye5/64xmkYWDfvgCUB3aWgoholXmhCcxQVRKBb9Icp6oqZco8PweuKNx8LvtQrkQ5Qy7kQ4cO8ccff7BmzRqqVav23GNLly6dbl9cXByxsbF50lYhRNYKdscWMDU2xd7SHgWFyLhIACJiInCyd8rnlgkhhBAiJ2rVqsXhw4ezLJegTWDfvWP0fKcP750+zRhAAS6WAwIzP+7s2bO51VRRgK0/td4QhOzWrVv8fuN3in5QlH0J+wiPDn/usRqNBh8fn3T7+/XrlydtFUJkTXmRxfSvG6Wzog7pNIR5veZx+/FtWs5tiaqq6FQd/0z4x/ANXH579OiRIQiBKDzkvhZOcl8LJ7mvBcuOHTvo2LEjOp0u0zWOAKsOrWLVmVXs+Uyfl1ZVVTRGGugDbAViUpffsGEDdnZ2tGzZMu8aL3JFXr9mE7QJOI1z4uK0i+iidTiVc8K5mDO3b91m8vbJhESEsGzgsufWodVqsbGxIS4uLtX+8PBw7O3t86ztBZm8FxdOeX1fFUVBVdXM/zN4pmAHj9oGVj2tmLV7FhGxEczpMYeutbuy8dRGhqwcwr7RmYf2F0IIIcTrqX379oA+GE+TJk0yLbfFf4thxA30H36GTRvGLyd+Sdeptbe3p0ePHnnSXpFzj69e5fee/wZziggM5F1vb4IOHiT62Rro+CdPMLO3Z4CfX66dNzkXclGLopjamQJw5/YdFEVhaIOhtPuhXaryFy9epGrVqqn2GRkZpevUAowZM4alS5fmWluFENlTsDu2QDfPbsz6cxZHrh9hXq95AHSv050Pfv0gn1smhBBCiJxIuc42s45tTHwMfwf8zYohK1Ltj3OOgwwCHVtbW+d2M0UuKFqxoqHDqktKYpGzM+U7d6ZMv36GEaADY8Zg9pxATjmRnAvZ1FTfqb1+97rh726r71Y8nD0AOHHiBPXq1QMgOjo6VTqfzGYTBAcH52pbhRDZU+DX2Ppc8aGKYxWc7Jz4+9rfAOy/sh/3ku753DIhhBBC5FRW62wtzSy59t9r2Fmm7vCsHLwSzbX0H2+Cg4Pp168fCxcuRKvV5np7xcu77eODfbly2KUI6qWqKtc2bqRy797PORJ0Oh09e/bkwYMHWZ4nJj6GvZf2smjCIgACAgKYunsq1aZWo/rU6hy4eoApLadgbm5u6NTev38/wxy1Op0u3b49e/a8UN5cIUTuKNgd2y7gd8ePL9p8weL/W8yYjWOoMa0GX2z9gl/+75f8bp0QQgghcig5KnJOOgjjxo3LcP+aNWsYOXIkJiYmKIqSYadE5J8r69dTKU0HNvjwYSwdHCji/vwBi8DAQDZu3EipUqWwsbF57qippZklnxT9hJNHTrJ9+3bKly/PqiGrOD/1PP5T/LE4bEEVtyrEx8fj4+ODqqoZpvcB/ajtwIED0+0/c+ZM1hcshMhVBTt4lKKoBaH9slC+cJL7WjjJfS2c5L4WPKqqotFo+P7776lbt26GZVxcXDLtwEyYMIGjR48att3c3HjvvfdYvXq1Yd/cuXP55JNPcrfhIkeSEhJY5OTEwIsXsXJwMLxm944YgX358tQdM+a5x2u1WkxMTNLtv379OuXKlUu176+//qJVq1Z8MPYDTlmfMuy/GnKVuCNxYAY2dWwo61QWgJldZtKmWptMz338+HHeeecdLCwsDOl+KlWqxOXLl7N9/W8KeS8unCR4lBBCCCFEJpLXL44ePTrTMn/++SetWrXKVn03b94kISEh1Qew3bt3S8f2NRG0ezclPT2xSjEyqtNqCdiyhf7ZGP00NjYmJibGMF1427ZtdOrUifLlywNw4cIFqlatyq1bt2jVqhXVq1dn8f8WA/rAUB7VPKA3VLWuSufxnbGztGNsy7GG+s/Mm8e5xYtBVak+dCi1P/2U2MeP2dmzJxE3bzLG1pafIiMN5a9cucLDhw8pWbJkrvx+hBBZK9hTkYUQQghRaKmq+tyf2rVrZ1lmwYIFhvru3bvHb7/9xowZMwD9yF1iYmJ+XZ5I4fK6demmId/at4+ilSph4+KSrTosLCyIfNa57NSpE/Hx8fz9tz7+ioeHB4qi4ObmBoC/vz/R0dG4uLjg4eEBTlC7Qm0uHL+AkZFRqnpDL1zg3OLF9Dt5kgH+/tzYuZPwgABOzpqFa9OmfBAQQMW2bWkMODk5GY7LbPqyECJvSMdWCCGEEIXWyJEjU20PHz6cZs2aGbZNTU0zTNkiXp3EmBhu7d1LhS5dUu3PaM1tVmxsbHj8+DEAZmZm1K9fH1VVOXXq3ynHcXFxfPTRR1hbW3P37l22bNnCoOmDGNhgoKHMjwd+pPrU6gxeMZigc6dwqlcPE0tLNMbGlG7YkICtW7m+fTtVBwwAoMe331LLxIR79+6las+lS5deqP1CiJyTjq0QQgghCrX4+PhU215eXqm2JYhU/jKxtOSjsLB0KX1ar1hBzeHDX7i+IkWK8PDhQ33dJibodDrq1KmDqqps27YNc3NzFixYwMiRI9HpdLRt35Yd/jvoXqc7ACMajeDGzBv4/dcPRztH5j38neBDh4gNCyMxJobAXbuIunOHmAcPsHZ0BMDOxYUiGazx7dOnzwu3XwiRM7LGVgghhBCFmqmpKREREdhlkgvVysoKrVabbgqqKLhKlCjB3bt3cXZ2xsjIiMDAQMqW1QeDcnZ25urVq1hZWQGw+8JuPF09cbDVTx1O/hdgaIOhtPNrx4Tx49nUvDmm1taUrFEDjXH6j9CmpqZYazQ8ffrUsM/f3/+5f3tCiNwjI7ZCCCGEKPRsbW2JiIjI9HljY2MJJFXIODk5ERQUBGDo1J4/f57g4GBDpxZg3cl19H773ynPIU9CDI+3+m7Fw9mDakOG8H9nz9Lr0CHMixbF3t0dSwcHnoboyz4NCcGyZEnD31CxYsUMdbRo0SLvLlIIYSDpfl4BCW1eOMl9LZzkvhZOcl8Lp0ePHhGmDaPnzz0N+wIfBeLd0ZvGFRszfPVwnsY/xa2YG2s+WIOthS0HDx6kcePGGdZXqlQpQkJCMnxOvFq5+Zq9efMmZ86coWvXrumei4mPofT40gTODMTOUj+q2n9pf/zu+KGg4FbcjZ/7/YxtghFWJUsSefs2v7VoQZ9jxzg+cyYWxYrhNWECJ2bNIu7xY96dOZMKFSoYOtTJEhMTMc5glPdNI+/FhdPrku5HOravgLyICye5r4WT3NfCSe5r4ZT2vibpknAe58yJL07QbWE3vuv+HQ0rNmTZkWUEPQriq05fAdCrVy82bNiQrr67d++mimor8s/r9ppd16ABsWFhGJmY0Oj77ynTtCmxYWH83qMHkbdvY+vqSvtNm7AoWpTJkyczffr0VMcvWrSIDz/8MJ9a//p43e6ryB3Ssc0F0rEV+Unua+Ek97VwkvtaOKW9r3su7mHa79M4OuEotqNsiZgfwbbOnbnx124emSXyll1pBvj780P9+mgvX0YBIoDZQCL69ELi9VBQXrNPnz7l/fffZ+PGjYacuUlJSRmOzsrfV8G5r+LFvC4dW1ljK4QQQohCYf2p9Ya1kh7OHqzd+D2Bf/yBumYyC/pZoep0HBw7llJ2dlz28GAioALdnx0vHQ/xomxsbPD19cXd3Z3FixcTFhaGkZERx48fT1d28eLF+dBCId4c0rEVQgghRIGXoE1IlbJl2YBlrPbdRKSJlsjwUMw0JugSErAvW5bIgABW+PpiZ2fHZcD1WR0ajXwsEi+mR48ehsfDhg2jePHi/PTTT3h5eVGkSJFUZYcNGyZfngiRh+QdXAghhBAFXtqULZUcK7F71nFqteqM7dD5fPJzOMYWFlQfNgwze3s0xsY8CAmhfJp6wsPDX33jxUuLi4vLl3zE69atS7fvP//5D4qipEr7k2zu3LmvollCvJGkYyuEEEKIAi9typaHkQ95EhTE7QMHOP91B0rt+omk+HiOTppkKHPw44+p27kzCSnqee+9915hq8WLiIiIIDAw0LCt0+n45ZdfaNKkCTY2NhQtWpT58+cTHx//ytqk0WiIjY1lzZo16Z5LTExMt2/06NFERUW9iqYJ8caRjq0QQgghCrSY+Bj2XtpLl1pdDPvWnVxH1/94crZkNE7lK/NBk+GUa9+e4MOHiX/yhKP//S+xoaE0GDOGyBR1Xbp06dVfgMhSQkIC9vb2tG7d2rDv448/5sMPP+TAgQNotVoiIiL45JNPKF26NHPnzn1lHVxzc3Pq16+f7fLlypXLw9YI8eaSjq0QQgghCjRLM0vC5oYZ8pACfNLsE+Z2/Y4atzT8t+FYVFXllo8PRStXxtbNjSvr19N23TourVrFgG++SVXfxYsXX/UliCyYmZkB4OvrC8DKlStZsGABRkZGLF26lNDQULZu3Ur16tUJDQ3ls88+o0WLFty9e/eVtK9MmTLZLhsaGpqHLRHizSUdWyGEEEIUStWGDMHRy4tFzs7Ms7QEVaXlsmU88PUl8vZtfrC35/L69ZAGV5vjAAAgAElEQVRmLaSHh0c+tfjNc/X+VWpOq2n4sR1ly9z/Z+/Ow2u6ugeOf09GCRISRBIyiFkiBIlZq2ZvBzEGrVnx0lbVUGr2a/tSc4vWFEUNaSml1FBqKqkhkZSEIDQhhoiIzDf3/P6I3OZKYsyc9XmePM+5556zzzo5Ell37732gUXMPTAX+/H2NJjZgNL9S0MVCAsLw9zcnIiICEaPHg3A0qVLGTx4MBUqVOCdd94hICCAnTt3Ymtry5EjR6hRowZ+fn55fh+KopCamsry5cv19t+6dSvb42U4shC5L+siW0IIIYQQxUSfP/7Isu+TtLQs+855e9OwYUPda0VJXzIxLS1NqiXnoVqVaxEwPQCANG0a9uPt6dawG9/s/4ax7cYSdyKOWRtnsWvXLlxcXEhOTubdd9/l0aNHdOvWjZEjR+q1pygKb775Ju7u7owdO5Zt27bh4+NDcnIy/fv3z9N7SUhIoHLlyrrXjRs3pnLlyqxZs4bBgwfrHRsYGCjzuYXIZfKbWgghhBAlXoMGDbLdb2homM+RlFwHLx7EpaILjtbpw3pDQkKYNWsWU6ZMoUuXLpw8eZI+ffpw+PBhrKysnlph2MHBgR9//JEpU6aQlpbG0KFDCQ4OzpO4VVVl8ODBWFpa0q1bNyIiIjh27Bj+/v4ADBo0iLQnPkxp1apVnsQiREkmPbZCCCGEEMA///xD1apVX7md+6Gh/NK7t+517NWrtJg1i5t//sn90FAAkh88wLRcOQYEBLzy9YqLzX9t1lW21mg0rP5zNWb9zLhZ/Saz/jeLGZ/OAMDIyIgff/wRBweHp7SW3ns7Z84cwsPD2bhxI61atWLv3r14eXnlWsxbtmyhT58+AIwbN46vvvoKAHt7e73jDAwMiIiIoEqVKrp9qqrqRgYIIV6dJLZCCCGEEKCXdGR4//33X7gdq1q1dAmrNi2NFfb2VO/WjUYffaQ75tC4cZhaWubURImToklhZ+BOvvD+gsTERDzLesJWeKR5xH9m/Ie1h9cCYG5uzu+///5CyenixYsJDg4mMDCQHj16EBERQWpqKkZGL/9n8OXLl6lZsyYANWrUIDAwEDMzs6eeY29vT+XKlYmKigJg3rx5TJgw4aVjEELok6HIQgghhBCPff7553qvT58+/Urt3Th4kHIuLlhmqpqrqiqXtm6ljo/PU84sWfYE78HDwYNKZSthbm5O+VLliboVRZ06ddizcA9UTD/un3/+eeEeV2tra3bu3AnAo8eFwoyNjdFqtc91fuYCV+4z3DEcZEjNbjXBAyp9VAnzfuY0m9uMX4N+fWZbERERuu2JEyeSmJj4QvcihMiZJLZCCCGEEI892YN29epVVFV96fZCNm+m9hMJbMTRo5jb2FC+Ro2Xbreou3Llit7rTf6b8PH00fWCVnKqROXKlbl06RI4ATEQFBSElZXVS12vatWqWFlZ8eDBA3755Rcgff708zzbjAJXHRM6cn7WebQpWhZ/vJjp06czvtN4AqYHEDA9gC5uXZ7ZlqGhIU2aNNG97tq160vdjxAiK0lshRBCCCEee7JYVExMzEtXRU5LSeHKzp3U6tlTb3/Ipk1Zkt2S5ObNm1SvXh1FUfjhhx9ISE5g/4X9nNpyirCwMHbv3s2kbZPAm/QvW+AkrzT/WVEU3VzYLVu2cO3aNSB97uuzktu9e/eiKApz586l/cD2NHdrzgeDP3jpWPbv36/bPnToEBqN5qXbEkL8K9cSW0VRqiqKckhRlIuKovytKMqHj/dvURQl4PFXuKIoAZnOmacoymlFUdo8fu2kKIqqKMqYTMd8rSjKwNyKUwghhBDiaW7cuJEr7Vzbs4dKHh6UtrHR7dNqNFzeto3amYpLlTR2dnbcunULGxsb+vXrR+lSpWl+pTnfLv2WL774grlz5/Kxx8ewjfSv/UAi6b23r2DcuHEAbN++HUtLS0JCQoD0YcnZiYyMRFEUOnfuTPny5YmNjaVK6yq6AlcAXx/6mvoz6jPYdzAx8THPFYelpaXeskDr1q172VsSQmSSmz22GmCcqqp1gKbAfxVFqauqam9VVRuoqtoA+In0X1EoilL78Xmtgf9maucO8KGiKCa5GJsQQgghxHOpWrUqderUeeV2LmbTM3v9wAGsatembDaFqkqSjCJK0dHRAOzatQsnJyeOHDnCH9msPdyvXz8aN278StesVq0ab7zxBvHx8SxdupRatWoRGBhIWloa1tbWuuM0Gg0tW7bUFRM7c+YM9+/fp5R5KXYG7qRn4/Qe+JGvjeTK51cImBaAraUt4/zGPXcsu3bt0m0PHTr0le5LCJEu1xJbVVVvqap69vF2HHAR0NU6V9LrmfcCNj3eZQhoARXIXOv8LnAQGJBbsb2o6OhoFEVBURRq1KjBnj17CioUIYQQQuSTxMREjh07BsCFCxf03sv4u+B5pSYkcH3/fmp6e+v2nT9/ngBf3xI9DPlJmXtLb926xZ49ezAzM6N69erEx8cTERHB7du32bBhQ64sjfPZZ58BMH36dBISEqhfvz6nTp3i/v37uLi4MHfuXIyNjTl+/DjLli1DVVU8PDyAfwtc2Vik98DbWNhgaGCIgYEBw1oNw/+a/3PH0ahRI72qzJmLSgkhXk6ezLFVFMUJaAicyrS7FXBbVdXLAKqq/g2YA8eA5U808SUwTlGUAlkV3ebxkKG+ffsSFhZGly5ddP+hjRkzRvfpohBCCCGKB61Wi7m5Oa1atdLtu3z5cpbjnnc4rLG5OaOjo3VL+pw7dw53d3e8t2zBokOH3Am6iIuOjsbCwkL3Ojk5mR49enDu3DksLS0xNzfH3t6eSpUq5do127Rpo9v29fUFwNPTkz/++IOrV68yceJEunbtSlpaGiNHjtQ7N6PAVYZbD27ptref246rvesLxbJmzRrd9pPVuIUQL055lUp/2TaoKGWAP4D/U1V1W6b9y4EwVVXnP+VcJ2CXqqquiqJ8T/qsCi/gtKqqvtkcr969ezdX44+PjyckJIRatWpRpkwZ3f779+9z48YN0tLSdPtMTU2pXr06pUqVemqbGo3mldZKE4WTPNfiSZ5r8STPtXjKzecaFhZGbGwspUuXpnbt2rr9Z86c0Tuubt26z1yvNDuxsbGEhYXpXjdq1Ojlgy0GEhMTCQkJ0S25Y21tjY2Nje57m5c/s7dv3yYiIoKyZcvqqjBDemJtaGiY7XUTUhJo8GUDTk84jUWp9GR81JZRBN8KRlEUqpavylfvfEVli8pZzn1Samoq58+fp0yZMrrlh6Bk/JuQ38XFU14/14oVK6Kq6jOHbORqYqsoijGwC/hNVdUFmfYbAZFAI1VVcxxr8URiWxv4ETgC+OeU2OZBYg7w1Ap5169fZ+LEiWzZsoWBAweydu3ap7Z57949KlSokKtxioInz7V4kudaPMlzLZ6e9VxDo0Jp+1VbouOjUVDQaDV87v059Wzr0eu7XqRqUrEuY83vo3+njnP6nNqUlBS94bF37tzRjeTK7LXXXuPQoUPPjPHhw4eULl2a8uXLExcXl+X9u3fvlsh/m/3792fjxo1Aes/loEGD9N7Py5/Z8PBwnJ2dsbGxISoqKk+u8TQ5DanWaDRZqnIXN/K7uHjK6+eqKMpzJba5WRVZAVYDFzMntY+1A0KeltQ+SVXVEOAC8J/civFZ5s2bB6R/kvc0jo6ObN68GVVVn5nUCiGEEKJglDEtg4mRCTGLY3j0zSMMDQxRUOi/uj8ft/+Y5BXJ1LSpSZ0R6Unt559/nqVCbqVKlTA3N8/S9uHDh3Fzc3vq9Vu2bImlpSVGRkbZJrUA7dq1e8m7K9pMTP6tEbpjx458vXZGReK7d+/qeozz0/LlT87ASzdz5sx8jkSI4iU359i2AN4F2mZa3idjpeo+/Fs06kX8H5AvZQM1Gg0TJkygc+fOuTqXQwghhBAFR6PVkJiayL6/92FuYo6bvRsPEh4wtetUADrYd4DHo0c//fTTbNuIj4/Pdn9wcHCO142JieH48ePPjC8wMJAff/zxmccVFykpKSxYsECvYyAgIOApZ+S+jEJNtra2L71G8asYMWJEtksMrVq1Kt9jEaI4yc2qyMdUVVVUVa2fsbyPqqq/Pn5voKqqK56jjXBVVV0zvQ5UVdUgu2HIua1t27aAfvl1IYQQQhRd9uXt+aTDJzhMdKDbsm64VHShkWMjTIxM+DX4VwCmzJ8ChnD06NGnthUeHp7t/pymLt2/fz/b/dktWVMQw2ELyp9//qlbTzZDt27d8jWG0NBQAL35tflt+/btuLrqF5u6detWDkcLIZ5H/n9MVQhFRkZy9OhRvvnmmwL55E4IIYQQuS8mPoYdATsInR1KadPSVChTgT3Be7CxsOGbQ99g/197eFzvpGXLlk9ty9HRMdv9EydOzDa5fbLoFMCGDRu4evVqlv1jxozRzbt8+PAhiqKQnJz8rNsrkjJ/n93c3Jg0aRJTpkzJ1xgyClQVxDDkDF27diUoKCjL/oyku7g5vXAha+vV4+dWrdjl44MmKYm9Q4awzt0d3/r12dGjBymZCmkJ8TIkiwPdAtyjRo0q4EiEEEIIkVsOXDyAcwVnTl8/TSPHRvh4+nDiygniU+LZMXIHN5fdhLtQ1qzsc7WXkpKSZd+8efP466+/suz3zrR+LaT37Pbr10+3jmpOMpajMTU1fa6Yiprff/9dt929e3e++OKLfC8mlDGEvGzZ53vuz5KRtK11ddUlbbv79WN1rVqsdXVl7+DBpKWmZnvuk3Vdfv7551yJqTCJi4zk7JIl9D99mneOHkWblkbI5s28vnAhAwIDGXj+PBYODpz7+uuCDlUUcSU+sf3tt9+A7D9ZFUIIIUTR5WDlwMmrJ1n/53r6NOnDwZCD1LWtS/Nqzan/Tn0ASrcpzVsN3nqu9oyNjfUSswxhYWHMnj2bmTNn6ubjGhkZ6a1NmjGv88MPP8y27e7du5OQkEBAQAALFjxZg7P4yDyfdsaMGbrvS365efMm06dPB9IrM7+qzEnboOBgXdJWp18/BoeEMDAoCE1iIkE5zJ+tVKmSXmK/bdu2bI8r6lSNBk1iIlqNBk1CAmXs7DB9vIaxqqpoEhMhh2rRQjyvEp/YdurUCUtLSzw8PAo6FCGEEELkIq9qXrzd4G22n9vOV799hVbVMrz1cJwtnQmzDYNBUMW+Cqvee/6iPa+//jofffSR3r5+/foxbdo0ZsyYoZs/evXqVYYOHUqHDh0AmDo1vViVgYEBqqqya+JExgHjgL7AjM8+Y2K1aowFyq9dW2yHZo4fP15vTvGzerBzk6qqDBw4kAcPHtC5c2d69eqVO+1mk7RV69IFRVFQFIXKnp7EPSWBz/zvyd/f/5mrcxQ1Ze3tafzJJ3zn4MAWV1dMLS1xevxzsWfQIJZXrsz9kBA8xowp4EhFUVeiE9uJEycC6evSCiGEEKL4+dz7c9K+S+PC7AusH7IeU2NTlgxYAr7wbdNvCZkTQimTUi/U5sKFC3N879tvv2Xs2LG4uLjQrl079u3bB4Cvr6/umLjISCK3bGExMJ/0P8ZGt2zJytu3KT9rVrEfmmljY4O7uzsA69atY+/evXl+TVVVmTNnDvv376dChQqsXr06x/VkX0TmpG25ra1e0gaQlprKhfXrce7UKcc2nlwneffu3a8cV2GSFBND2I4dDLt2jd5BQaTGx3NhwwYAOq9dy4ibN7GqU4eQLVsKOFJR1JXYxDYpKYm5c+cyYMAALC0tCzocIYQQQuQyLy8vFEVh7NixxMTEAPDrr7/q3h8+fPhLt/20wkOLFi0C4Pz58zkeo0lJwZj0P8SMgVvx8SST3rNbEoZm7tixAwcHBwDeeustBg4cyHfffceWLVu4cOECCQkJXLx4kaioqBwrTz+vy5cv065dO6ZNmwbA0qVLsbW1feV7AP2kbcTNm3pJG8CBUaOo0ro1VVq1yrGNJk2a6L0eMmRIrsRWWFw/cABLZ2fMK1bEwNiYGt7eRJ44oXvfwNCQ2r17c/mnnwowSlEclNjEtkGDBgB666gJIYQQoviYN28eZcqUYdGiRVhZWaEoCl27dgVefe1URVG4du1a9m9aAt0yfb0H1IPpO6ZjP96eVqu6cqheGlMUmAokAZeATz75pMQMzXR0dOTatWuMGzeO1NRU1q1bx/vvv0+fPn2oV68eFy9epG7dutja2mYpxPUi/vnnH5o3b87vv/9O+fLl2bp1K3369Mm1+8ictBk+kbT92KkToVu2cP3AgadWAnZ3d6djx465FlNhY+HgwK2TJ0lNSEBVVa4fPIh1nTrEhIUB6b3pV375BavatQs4UlHUlcjE9vLly4SGhvLDDz/kyjAUIYQQQhScvn37Mn36dF3hpgytW7cmLi4OVVX1ltmxtrbWDYV9FU5OTtStWzfrG7HA9sdfPwMa4Hp6Aamx7cZy8oNDvBnvwhcqzAZMAA9g7ty5JWpopoGBAV999RVBQUEsWrSI/v376z54yOxVKgWvXLmSe/fu0aZNG8LCwujZs+erhJxFTkmb/7x5/HP4MMPCw/WKSuVUCXjGjBl67WZXgbuosvXyomaPHqz38GBH69ag1VJ/+HD2DBiAr5sbvm5uxN+6RbPHPepCvCyjgg6gIGQsyO3j41PAkQghhBDiVQUFBbFp0yZmzZoFgKenJ4sXL6Zp06a6YypXrqzbzrGn9SVs2bIFNze3nA+wA+KARxAVFUWd6nX4+/vviTp7loyB0BUApwoVuHv+PPtHjCD10SOMy5Yl9upV3AYNyrVYCytXV1dcXV319v3zzz+67RddlkdVVaZPn05ISAiPHhfg6tSpE1ZWVq8e7BMyJ22KkRE2DRtSf/hwFpmboygKm1u3RjE0JC0pifpDh+ZYCdjc3Fyv3YSEBExMTHI93oLSYuZMWsycyb1793RVoPseP17AUYnipsT12O7YsQMovgtgCyGEECVNUFAQqqoSFBREhw4d8Pf3p1mzZrqqtDNnztT1rA4ZMiTX1i8FsiRkWVQDrqRvNm7cmK8Pfc34oKUkWhrztTEsAhTAsE4ddvfvT+svv2TA+fOYli1LcmxsrsVZ1JiZmRESEgJAXFwcDRo0YOHChVy5cuWZ53755ZfMnj0bPz8/9uzZA/y7vGNeaDFzJoNDQhgUHEyX9esxMjXlk7Q0Xps/n4fh4cTfvEnlxo2fWgk4KChIr01jY+M8i1eI4qrEJbYVK1bks88+0/XaCiGEEKJ4cHV15bfffkNVVZKTk3Xrwc6YMYPw8HAgfWhqXjMzMwOgnFU5StUqRfihcFRVZdTro7jy+RUOfHeJqOoV+cgIJgFaY2NmHj3K3eBgDo4ezXI7O27++Se3z57Vzc08+/XXrKpena8UhYR79/L8HgqDWrVqsXjxYgACAwP5+OOPqVGjBr169eKPP/7IsahUdlWFT548+cpFqF7E04pKZTfc/MlCpqVLl863WIui0wsXsrZePda6uup+Rq4fPMj3Hh6sa9CATS1b6ubwipKjxCW2zZs3Z/bs2QUdhhBCCCHykImJCWPHjkVVVbRaLdu2bePGjRt5Ulvj//7v/3Tb8+fP56233gLA96Avreq2wrGSIwA2FjYYGhhiYGDAivNXmdcZwoBOX33Fjl27uAEsCw7GyNQUrylTMDQx0c3NtG/Rgp4HDmDh6Jjr8RdmH3zwAUlJSfj5+fHWW2+hqip+fn689tprNG3alFOnTmU5p3fv3ln2zZw5M1/rqjytqBRkrQTs5eWVb7EVdXGRkZxdsoT+p0/rzV8+MHIkXTduZEBAALX79uXknDkFHarIZyUusRVCCCFEyaIoCt26daNq1ap50n7mYa6jR4/mr7/+AqD35N687fq2bqmhWw9uAXDixAlwBCUG6gG1e/ema9euDNu3j8bA/evXuXv9OgbGxmgSEihjZ4dNw4ZYOjnlSfyFnampKT169GDHjh1cuXKFadOmYW1tjb+/P+3atSMwMFDv+GHDhum93rBhAxMmTMjPkF+4EnBaWlq+xlfUqRoNmsREtBqN7mcERSHl4UMAUmJj0/eJEqVEFo8SQgghhMgt48eP58iRIwC4u7unV2A2hGTrZEZ3Hc3o1NHpB7aBSnUqcefOHbCFGsfAun59StvYpJ/bvj1fxcfTsXRptMuXY2JoiKmlpW5upoBq1aoxc+ZMJk6cyHvvvcdPP/1E69at8fDwICoqCgMDA8aPH0/Lli05duwY8+fPp1+/fvkeZ05Fpba2bUvKw4eoqkold3faLV8OQHJyst75ycnJmJqa5nvcRUFZe3saf/IJ3zk4YGRmhlOHDjh16EDHVav4qUsXjMzMMLGwoN/JkwUdqshnktgKIYQQQryCLl266LZDQkIwMDBAm6aFDU8c+Afc+eOO7mUToGavXrrX8XfuYGhszOjXXuPQX39xLj6enoGBOG/YQN3+/fP4LooWc3NzNm7cSFJSErt37+bw4cO69wYNGqSb55zdUOX8klEJOLOcKgE/WRXZ0NAwz+Iq6jLPXzYtV45fevbkwoYNXN62je6//oqtlxf+8+Zx+OOP6bhqVUGHK/KRDEUWQgghhHgFPz2eJ5lBq9U+MzExBmoAFi1a6PaFbNrE2rp1uX32LH1Hj8Zr9Gg2//033376aR5EXfSZmpryyy+/cPz4cfbt28fRo0d1Va8TExOxtLRk5hOJZWFVpkwZvddGRtL3lJNs5y8fP86dwEBsH89Vrt27t96cZlEySGIrhBBCCPEKspu7+6w5k6nADGDQyJG6fY0+/JB3fv6ZslWq0GzaNBYvWcKQ1q05ExGBoihoNJrcDbwYUBSF5s2b0759e1q2bMmqVau4ffs2wcHB3L17l9qP57AWdhk9zOLZsp2/XLcuKbGx3L90CYDr+/djXadOAUcq8pt8HCSEEEII8QqaNm3KggUL+Pjjj1/43JCQkCzVejsAF0uXRgu07d+f5efOMbJhQ2YYG1Pe0JB19etTrUuXlx5meXrhQoJWrQJFoaKbG53WruX8qlWcXbSIB1euMOruXcwrVHiptgsDMzMz6tWrV9BhiDyS0/zlslWqsLN7dxQDA0zLl6fTmjUFHarIZ0p+rumV2xRFUYtC/Pfu3aNCEf4PQmRPnmvxJM+1eJLnWjwVpueqqioGBv8OhKtQoQL3XmK92TFjxtCnTx8MDAywsbHB2dkZgLi4OCwsLID0eaOenp4vFWdcZCSbWrZk0IULGJuZsbNXL6p16UJFd3dKlS/Pltdeo//p0wWe2BamZ5tfMn/AURT+vn0ZL/Jco6OjMTIyyrLGryh88vrnVVEUVFV95npdMhRZCCGEEOIVKYpCbGys7rWNjQ1vv/32c1e2PXToEObm5ixdupQWLVrQokULwh4vDQNQtmxZtFotVlZWeHl5sWLFipeONbulUkryckKicKpQoQIDBgwo6DBEESKJrRBCCCFELsjoUQX4+++/2bx5M6NGjcLY2PiZ5zZp0oT4+Hi0Wi3Lli1Dq9XSoUMH9u/frztGURSio6MZOHAgI0eOpE+fPi8cY+alUpbb2spyQgXg5s2bWYafx8XFFVA0hVujRo0KOgRRhEhiK4QQQgiRB/z9/Zk3bx4TJ0585rEZya+iKIwcORJVVVFVlfbt22c5du3ataxdu5YtW7bwzTffvFBMmZdKGXHzJqnx8VzY8OS6ROJ5hUaF0mBmA2qOtsehbynMBhky7D0Ppm37DPvx9tQYaYODjykfNa/K2SVLANi0aVOWdhISEvI79EJNq9UC4OPjU8CRiKJEElshhBBCiFySed3UoUOHYmhoyOzZs/nggw+eep6JickLXWfgwIHExsYyfPjwFzov26VSZFmUl1arci2ODt3NJ7tNuLTyHpZWFfFKtuVecDB9LFuyOL4j1zcmsujEP9R63MO+cePGLO0kJSXld+iF2tGjRwGoXr16AUciihJJbIUQQgghcknmok6XL1/WLdHz9ttvP/W8u3fvvvC1LCwsnmuYs9452S2VIsuivDJVo2F/0G+4VKiGVbyCSdmy3PzzBM2mTUN5XFSsdKVKAJw7dw6nJ+YzR0ZG5nfIhdoPP/xQ0CGIIkgSWyGEEEKIXLRnzx7ddvPmzQGwtbV96jmVKlVCURTdEMy8knmpFF83N9BqqT98OGeXLGFFlSrERUSwrn59fhs6NE/jKE4y5i3PmdIH++3nMbW0pJyLC/ssb9JkQUtae1fAt0s7Yi5f1p3Tt29fvTbOnTun265bty4HDhzQm19d0khiK16GLPeTD0piyfqSQJ5r8STPtXiS51o8Fdbn+uTSP6qqcu/ePSpWrPjc55d0hfXZZicpJoafunfjQ7cgzk8LxH/IaKzeas+ZDyfQfPoMdro8ICTwJD0OptDnyBEMDAwIDg7WW2s3czGpwMBAhg8fzqlTp4rdv4Xnfa6KotCuXbsSndwXJbLcjxBCCCFEMfRkxdvw8HD27t2bZX9OpEJu0XL9wAEuORvh4dQIO+sq1PD2Jvn031jaV6V2j54MazWMUPU2d8+fx9/fH0AvqX1SnTp1dAWmrl27li/3UBg92av9Mh48eJALkYiiQhJbIYQQQog85OzszJw5c2jbtu1zHW9hYUFaWprevgMHDqAoCoMGDcqLEMUrsHBwYO/9v+jl7q2bt6ytbkf1d97hxu+/s/3cdqoZV6J8zZrPNcTW2NgYZ2dnAHr27JnX4Rc6GR/seHt7v1I7H330EeXLl+fixYu5EZYoAowKOgAhhBBCiOJm//79ekv1hIaGEhoamv7CEsic45YFzgCmQC0gCYx6GsFfQAR8+OGHLF68GABfX1+++eYbzM3N8+U+xLNZNnAjpGIqSWPm46t8jU3Dhnxf5gKBMQHEHYnAKg6G3KlBx1Vr+Lhdu+dud+jQoaxatSoPIy+cfv75ZwAsLS1f6nxVValZsyZhYWHMmzePOlIcrcSQxFYIIYQQIrGyF1QAACAASURBVJe98cYbOb8ZC2x/vK0APlAuthylG5amkkklzm06p3d4RlKboXTp0sVu7mVRdmHZtyw67gyKQkU3NzqsXEm948f5Y8V4VG01TMqUoZOvL+WrV+fevXu0atVK7/yMytkArq6uuu1FixaxatUqDhw4QLsXSIiLulcpHJWYmKj70Ofw4cO0adMmt8ISRYAMRRZCCCGEyGWKohAVFUXv3r2ffqAdEAcPIh5w69Yt3uj6Boq3At1I/3oPqAd4AD7o9n/41Yd5ewPiucRFRnJ2yRL6nz7NoOBgtGlphGzezIGRI+m6cSMDAgKo3bcvJ+fM0Z3Tr18/vTZ0PfnAlClTdNulS5cGoHPnznl8F4XL3r17KVWqVI7vh0aF0mBmA92XxRgLFh1YRNcFXTHvZw7doMq4Knx4WH5GShpJbIUQQggh8oCNjQ2bN2/m7NmzVK5cGUCvWjIA1YAr6ZsdOnTA74wfdevVpbJRZfgV0ADXHx8bTHpP73ZYMn5JvtyDeDZVo0GTmIhWo0GTkEAZOztQFFIePgQgJTaWMnZ2JCYmAtCjRw+984ODg3XbdevW1XtvyZIlaDSaEtdD/7TCUbUq1yJgegAB0wM4M/UM5ibmlHtQjl/H/QrbIXlzMr08e+Ht8WpzdEXRI4mtEEIIIUQeatiwIcePH8fb21u/MrIB4Ah9m/UlMjIS34m+XPn8CudnnGewz2DazmlLGbUMPCqw0MUzZKxh+52DA8ttbTG1tMSpQwc6rlrFT126sKJKFf5evx7PSZPYtWsXANbW1nptJCUl6badnJz03hs9ejSQdTh6cfe8FZEPXjyIcaIxg3oOokmTJqiqirGxMVtPb8XH0yePoxSFjaxjmw+K0lps4vnJcy2e5LkWT/Jci6ei+FyjoqL4+eefCQkJ4X7Z+1wzu8bRyUezHBd+L5yGsxoy+53Z+M3048ijI1ADSAXuAqdg5487efPNN/P7FvJFYX62ZxYv5vzKlaCq1OnXj+sHDtB+xQoOjBzJzVOnsHRywtLZmWaffYatlxf+8+YRExrKiuhofv755yy9rwYGBrp92f1da2ZmRlJSUrHotX3yuXbr1o1ffvklSxVwjUaDoaHhM9ur4F2B6NBopnafyqxZswA4cukIH2/9mNOfnc7d4EWOZB1bIYQQQogSpnLlyowYMYJFixaRUjWFwW0G69679eCWbtvvtB8JqQn0bNyTnTt3YhBqAFuBbUAi4AUrVqzI9/hLurvBwZxfuZL+/v4MCAwkZNMmzKytCVq1Csf27Wm/bBnGZcoQeewYtl5eANTu3ZvIEyd01X6f9KyEdc+ePQA8elT8uu4PHz6cJakFnpnUpqSkoBgqRJeOZsPsDbqkFmCT/ybprS2hJLEVQgghhMhnCckJ7L+wH++G/84DnPDTBNxmuFF/Rn38zvjR1LkpNhY2WFpacvPKTcjIf0KAinD//v0CiV2j0aAoCufPny+Q6xek+xcvYte0Kcbm5hgYGWHXrBkRR45weft26r73HtcPHsTlP/8h5eFD7l+6BMD1/fuxfrzkzPMOsc3stddeA2DMmDG5dh+FRUxMDKqqotVqadasmW7/05L9yMhITE1NoQq0rN2Sft7/FuPSpGnYdnYbvRs/o2ibKJYksRVCCCGEyGfmpuZEL4rG0vzftTrXD1nPWsvBjPVLQzkdSsOgJDSP519qTbWsfftt5gA4ATEQGxtbEKFjZJS+WqS7uzsPHjwokBgKSgVXVyKOHCExOprUhATuBgVh4ehI7NWr/NihA2i1NBk/HsNSpdjZvTvr3N35e/162sybB2StiPy8PD098fX1zcU7KVwUReHEiRO61wYGBly5ciXLcYcPH6ZKlSoA9JjUg8GvDdZ7/8DFA9S2rU0Vqyp5G7AolGQdWyGEEEKIAnZ64UICV6wg9to1nN/6D9cq32LArlt8W7UqZeztCb9zlV88VSK8gTjgGMSWf/HENjQqlN7f/tubdfXeVWa9PYsHCQ9YeXQlFctUBOBz78/p4tYlx3Y0Gg1GRkaUL1+etLS0rNWeiynrOnXwnDgRv/btMSlThkru7hiZmRFz6RKDMlU3NjQxYWBQkO51REQEAO3bt3+p627ZsgVnZ2euXLmCi4vLq91EITdp0iS+/PJLqlevzueff86nn34KwLx585gwYQI1a9bkbOBZHCY5sGrAKr1zN/tvxqeJDEMuqUrGbyEhhBBCiEIqYy1U7927KW1jAxotBxvOwyBNxX3ECN49c4batRpxePklJu41h/1AIkyfPv2Fr5XdUindGnYDYGy7sbr3npbUQvocyOjoaODf9VZLCrchQ3jv7Fn6HDlCKSsrytWogbmNDY9upc+RfnTrFuaVKqHVaomIiODw4cMMHz4cAGNjY7224uPjddsdOnTI8ZrlypUDoHr16rl9O4XKwYMHmTlzJqqqMmLECCZPnoyiKLRt25YJEybw0UcfERoaSulSpbOMeADwHezLiNdGFFD0oqBJYiuEEEXArVu3SE5OLugwhBB5RNVoKGVlhcfYsVzdtYtDH3+MobExFd3dOff117i89RZlbG0xUBRdJeT333//lYYCH7x4EJeKLjhaO77U+VZWVpw5c4akpCR69y45cxrj79wB4OGNG4T+9BMt/vtftl+6xFt2diiKwlt2dmy/dAlDQ0OqVq3K66+/zp49e6hatWqWtlat+rfHsVevXtleb/ny5ZQvXz5vbqaQadu2LSYmJkD6fZ8+nV7Z+NChQ/j5+bFw4cKCDE8UcpLYCiFEEWBnZ8fkyZMLOgwhRB7IvBbq0UmTqP722/z33j20Gg2/jxnD0cmTeRgejubxh1tNmjTRnfsqCc/mvzbrVY/9+tDX1J9Rn8G+g4mJj3muNjw8PFizZg1bt24tMVWad3bvzpq6ddn+5pu8vngx9Ro3JrVlS16zs2OutTXebm7MPHKEuLg4VFXVfd24cSNLWx999JFu293dXe+9R48eoSgKo0aN4p133tH17u7bty9vb7AQadSoEWlpaTx69IgePXoUdDiikJN1bPNBYV6LTbw8ea7FU0E/V1VV+fTTT5kwYQJWVlYAzJ49m2nTppGUlJReCVK8sIJ+riJvFJfnmhQTw47u3anTrx+Rx46RHBNDzR49SLx/n9MLFqBJTEQTH4+BkRHJDx9S1tGREeHhuvNf5m+hFE0KduPt+Hvm39hY2HD74W0qlKmAgsLUHVO5FXuLNQPXPHd7AwYM4Pvvv+fUqVN4enq+cDxPKgrP9vTChQStWsUtsxRW1b9HWQcHFEXh6r2r9Ne4U+aX0xz9bwMeJT/CydqJjUM3YmFmodeGovy7NOf9+/f1PqioXr06V65c4dy5czRo0EB3vIGBQbZL5BQFReG5ihcn69gKIYTIQlEU/ve//2Ftbc25c+cAmDZtGi1btpSkVohi6vqBA1g6O1PR1ZUof3+qde1K5PHj3D5zhibjxvHf27fptmsX9i1bYmxuzvvXrunOPXDgwEtdc0/wHjwcPLCxsAHAxsIGQwNDDAwMGNZqGP7X/F+ovXXr1lGuXDm8vLy4e/fuS8VUlGTMi+5/+jSTT19m0aP2bHQay5mpZyilGOP5qAKbPVP40vtLgmYE0a1hN+b9Nu+pbWbMo80QFhaGqqq6pBbgm2++QavV5sk9CVHUSWIrhBCFTFpaGiYmJnh4eNCwYUNaAQOjo1nr6souHx80SUns7teP1bVqsdbVlb2DB5OWmlrQYQshXpKFgwO3Tp6kgpsbNbp35/Ann3D5559JffSI+sOHo6oqYT//TAVXV905Q4cOBeDo0aMvdc1N/pv0hiHfenBLt7393HZc7V2zO+2pMtbVrVSpUpHtUXwRqkaDJjERrUaDJiGBMnZ27P97H+Xva+gxdxl3LLS0rtkagPZ12/PT2Z+e2l7m3tucjBo1iqtXr+ZK/EIUN5LYCiFEIWNgYEBycjI9e/bkakAALYH3zpxhUHAw2rQ0QjZvpk6/fgwOCWFgUBCaxESCVq16ZrtCiMLJ1suLmj16sN7Dg8vbtlH9rbcYHh5OUkwMGxo3xtfNjcR792j62Wd8+OgRAM2aNQNg8eLFL3y9hOQE9l/Yj3dDb92+CT9NwG2GG/Vn1OdQ6CEW9nrxIj2KoujW1s1Y67a4yjwvermtLaaWljh16MCy72fwtvMblLG1xfaBATsDdwLgd9qPf+7/o9eGRqPRbTdu3Pi5r+3s7Jw7NyFEMVO8f+sIIUQRtnXrVmZ+/DGpCxfiZGfHjTt3dL0CTpmWhajs6Unc4zUShRCFQ1JSEmZmZs89N77FzJm0mDlTb1/v33/P8XgnJycAHjx4QGpqapZlZJ7G3NSc6EXRevvWD1n/3Oc/jYWFBRcuXKBu3bp07NiR3377LVfaLWySYmII27GDYdeuYVquHL/07EmA7xoO3TvLt/O3AeBzypRvDn3DrF9m8Zb7W5gYmei1MX78eN32hAkT8jV+IYoj6bEVQohCbPqCBXiMHcuoBw+YbWKCgbm5XlKblprKhfXrce7UqQCjFEI8qVSpUgC8++67edJ+zZo1ddsvktTmhzp16rB161b27dvHkCFDCjqcV3Zm8WLWurqytl49zixaBMCfs2dz59w5ltnYcDcwkBre3ny37FOqxBjwi0cLvnNywup2Er2+ucqZqWfw8fTBpaKLXruRkZG67Xr16uXrPQlRHEliK4QQhVhSTAypAQG8+/ffzAZ+9vNj///+p3v/wKhRVGndmiqtWhVckEKIbL377rv4+fm9VNXiZ7GxsdFtx8XF5Xr7ryo6Or1HeM2aNRw+fLhgg3kFd4ODOb9yJf39/RkQGMiVXbuIuXwZW09PzCpUwK5FC1RV5frBg1xpXYUJ41cwPDw8fSh5eTOGhoWh1WqZs3sOI9qM0Gv70qVLum07O7v8vjUhih1JbIUQohDLqJbqULcuyampBAPLJ03Cz8+PEzNnknj3Lq8vWFDQYQohsrF69WoA5s+fn+ttZ+6l7datW663/ypu3rzJyJEj6dmzJ9WqVeP1118noohOl7h/8SJ2TZtibG6OgZERVdu04fL27dTu04c6ffty58wZdvXpQ5I2hdOp4Xrzls86aqg5pSa1p9bGrpwdg1oM0ms7c/XoV1mPWAiRThJbIYQoxDKqpaYmJGBoaMis996jfM2afNWrF4dWrKDrpk0oBvKrXIjCyNjYmJo1a+rNpcwLrQrZiA17e3sgvU5AWFgYAFWrVs2Tnuu8VsHVlYgjR0iMjiY1IYGrv/5K3D/pRaBazJyJtoUri3saMqv6RapaVaXqxKosOrCIwH8CudXTA1NjU2pVrsXkLpP1qh6vX7+emzdv6l3rxx9/zNd7E6K4kb+GhBCiEMtcLdXXzQ20Wr49f54eBgY8iopiarlyrGvQgBOzZhV0qEKIbBw5cgSAgwcP5kp7qqpy6tQpwsPDmThxIgAzZsxAUZRCkTi+//77ANy5cwdIr5SckJBAmzZtSElJKcjQXop1nTp4TpyIX/v2/NSpE5Xc3THIVPHZLtWcAz1+IGB6AGemnsHcxJxuDbsxdN3Qp65h+9577/17DWtrnJ2d6dmzZ6F4hkIUVZLYCiFEIddi5kwGh4QwKDiYLuvXY2Rqyvi0NDr8/jv/S0lhYGAgDfO4R0gI8XIy5sK2a9fuhc+NiIhg3rx5NGzYEEVRUBQFAwMDmjZtSt++fbMs+xIeHp4bIb+SIUOG8Oeff1KxYkXdPjMzMw4fPvxc1aELI7chQ3jv7Fn6HDlCKSsrytWoke1xBy8exKWiC47WjoTeDn3uNWyjo6OZO3cuACNGjMjxOCHE00liK4QQRdTrr7/OP4+HxJmbm3P16tUCjkgIkZ2TJ08COSeeCQkJbNmyhbfffluXwCqKQtWqVZkwYQIBAQE4OTkxefJkgoKCUFWVEydOUK1aNb12kpOT8/pWnsnT05OmTZsWdBiv7PTChaytV4+1rq783K0bmqQkLv7wA6cXLCBg2TI2tWxJzONh1hk2/7UZH08fAFztXZ+6hm1mFhYW9OzZkyZNmvDdd9/x6PFaxUKIFyPr2AohRBFWpUoVkpKSKFWqFC4uLhw5cqTQzbcToqTz8vICoEmTJuzcuZONGzeyceNGHjx4kOVYAwMD+vbtS9++fWnXrt1Tl/KpWrWq3uuMua3i1cRFRnJ2yRIGXbiAsZkZ31SsyEoXF5Lu3cNlwXSm3dtKXMRFPplUk2hHlf+MeZ3G1vVYb3+GP6/8yW9//8aSPkuYvH1yjmvYZjZy5EjMzMyYMWMGANWrVycqKiqf7laI4kMSWyGEKOJMTU1RVZVu3brx8OHDgg5HCJGNVatWMXToUJo3b67b17p1a/r160ePHj2wsrJ64TafPKds2bKvHKdIp2o0aBITMTQ2xtbLC48PPuDgmDE0afwGAV6TOfXFFyQ+jKVPii/zF5zijflv0MC8AX999hdrjq1hR8AO9o3dB8ClqEvsDtqd47UcHR0ZOXIkXl5edO7cmdu3b3P69GkaN26cX7crRLEgia0QQhQT27dvL+gQhBA5GDJkCG+++SaVKlXKtTYzt+Xj40NKSgomJjn3DIrnU9bensaffMJ3Dg4YmZnh1KEDTh060HHVKn7q0gUjMzNMLCyotO7/cDl4FEdrR65HX2dyl8lA+pzaN+a/wex3Zue4hm2pUqVISkoCoFatWgB06tSJa9eu4ezsTJMmTbhx40aWXnkhRM5kjq0QQgghRD54VlIbGhVKg5kNdF8WYyx0S8c0+6IZbjPceHPpmzxM/HdkRkBAAACbNm3C1NRUb0kZ8XKSYmII27GDYdeuMeLmTVLj47mwYQNnFi6k+6+/MiIiAtdBg1j67UR8PH1ISE4AoJRxKSB9Tu316OtPXcM2p0JaTk5OhIaGAuDg4JBr1bSFKAkksRVCCCGEKARqVa5FwPSAF1o6xt3dHUNDQ712CsvSP0XV9QMHsHR2xrxiRQyNjanh7U3k8ePcCQzE9vF86Wo9unFCc5WejXtibmpO0IwgfE/40mh2I+KS4ihTqgyX/u8Sl/7vEl92/zLLBw6xsbE5Xr9mzZq6ednt2rXjiy++yLubFaIYkcRWCCGEEKKQeZGlY/bt25fl/J07d+ZLnMXBjRs3dL2kABYODlzdvZs1deqwpl49jk+fTvkaNUiJjeX+pUscHDOGie3r4II1NhbpyznVtq3NvrH7ODP1DD6ePrhUdMnxeleuXHlmTEePHgXSC0lNnjyZtm3bvuJdClH8SWIrhBBCCFHIvMjSMdklPe+88w6pqal5H2gx8NFHH1G7dm3d6zJVqqBJSkLVatN7v7VaTMqWpcPKlWzr0oULGzZw1lHDsHfG6c658/AOQI5zajPe27p1K40aNdLb/+R6xADGxsbMmTOHsLAw1q5dy6FDh1AUBY1Gk1u3LUSxI4mtEEIIIUQhkqJJYWfgTno27gnAmgFr+ObQN7phrtktHbN06dIs+0xMTFi6dCkrVqxgxYoVeR53UbV69WpAvwCfadmy9P3zTwYEBFDRzQ0LR0dc3nqLslWr0jvgNJfsoX+H94mNjWXt2rWM+GpEljm1GYls3bp1URQFQ0NDevfunWUYcnaJLcCUKVMAGDx4sG6fsbExt2/fzu1vgRDFglRFFkIIIYQoRPYE78HDwSPLMFfIeemY0aNHM3/+fMLDw/X2f/DBB7rt+Ph4xo0bh9BXvnx5ALy9vVFVNduqyFXfeIMtH3zA2YQEBtZ25X1TKPeo3L+NlIUF/RfQtnZbRmwYQZUPq3Az9CYcAlKhffv2TJ8+nRYtWhAcHIybm5vu1A8++IAlS5ZkG9uRI0do3Tp9GHp0dDTW1tZUrlyZ48eP6y0dJYSQHlshhBBCiEJlk/8m3TBkeL5hrgDJyclPbTcwMDD3gixmgoODAbh48SLBf/3F/kWLWF2pEh/cu4ffDz/gZWTEsWXLWODvT1JSEpUfGbKh+wYernuI5kcNNhVs8Pbw1hX6uvzlZaa+N5XPtn6Gqqrs27ePFi1aANCsWTPddW1tbVm6dCkJCQnZxpUx1xbS1y3WarXY2Njo2hJC/EsSWyGEKMRyWv4j4EYATT9vSoOZDWg8pzH+1/wLOlQhRC5ISE5g/4X9eDf01u3b5L/pqUvHZHhWJeT169fj4uLCpEmT8PDwoE+fPrkae1Hz6NEjVq9eTbt27XB1dQWgbt269PP05Gx4OEHXrlHX1ZXaPXowuEoV6tnYsNzRkW8dHTHSakmcPp2yZctmW+jL3NycYZ2HZSn09fDhQx49eqR7PWHCBN11n/Tpp5/qhiMD/O9//0NRFKKiokhLS8uLb4kQRZpSlMvBK4qiFoX47927R4UKFQo6DJHL5LkWT4X5uaZp07Afb8+pyacY9v0wxrYbS2e3zvwa9Ctz987l8PjDBR1ioVWYn6t4efJc9V25coXq1au/0DkDBw6kRo0aNGjQgEaNGmFjY5NH0b2Y/Hi2Pj4+bN68GQALCwvefvttfHx8qF+uHPuGDqX/X39hZGbGnoEDqdy4MR5jxujOXWBqSvnq1UFRuFomgUozxjCm01iaf9mcQQHlSdj1B2nbZjF953Tivo7Tu27mpX82bNiAmZkZ3bt35++//9YluP/9739ZtmwZLVu2pE6dOqxcuRJ49ocXhZ38zBZPef1cHy9h9sxFuqXHVgghiojMvQIKCg+THgIQmxCLXTm7Ao5OCFHQXFxc+P7771/oHF9fX6ZMmULXrl2pXLkyI0eO5Nq1a/j5+aHVavMo0sJh06ZNqKqKqqrExsby/fff07lzZ+ybNaNmjx6s9/DA180NtFrqDx+uOy8uMhJtair9T5+mX8BZbt6PpNG19D+pFzT4mIth50hITcyx0FdmO3fuxNs7vXe+Xr16QPpc2mXLlrFw4UKOHj2qKza1fPnyvPg2CFFsSI9tPpBPp4onea7FU2F+roN9B+Ph4MHotqO5eOsiHRd1RFVVtKqWE5NO4GjtWNAhFlqF+bmKlyfPNavAwEAaNGiQa+1dv34dBweHXGvveRWWZxsaFUrvb3vrXl+9d5WZLT4mdfRCVvQxB3NT2m2NoN2nM+gx9FP82rWj6w8/sLpGDTqHnaX/6v74T/l3qkjm3toMqqpy9epVXFxc8PX1ZcCAAWg0GoyMjOjcuTN79+5l3bp1vPfee/lyz3mpsDxXkbukx1YIIcRze3L5j+WHl7Ow10L+mfsPC3stZMi6IQUcoRCiMHB3d+fbb7/NtfYcHR116+GmpaVx8+bNXGu7KKhVuRYB0wMImB7AmalnMDcxx7v9IFK7NWPU6vsMWx6Fa80m9Hr/M859/TU2HV6njK0tQJZCX9kltS4uLgBUq1aN+vXrM3DgQFRVxcjIiBYtWrB37178/PyKRVIrRF6TxFYIIYqAJ5f/WPfnOrw90oev9WzcU4pHCSF0hmcaNpuhadOmpKamkpycTGxsLF988QWQvtRNmzZtntqeiYkJDRs2xMjICHt7e7Zs2ZIncRd2GdNBbAwsMDwVSsrqT1gw0BxbUyv+/v57Lvn5EeBRhppTapKQkqBX6Euj0WTb5vz583Xb/v7pv8f79etHvXr1OHHiBLt376ZHjx55f3NCFAOS2AohRBHw5PIfdpZ2/HHpDwB+D/mdGpVqFFRoQohCKCgoSO/13bt3MTIywsTEBAsLCyZNmoSqqty/fz9LD6+ZmVmW9gICAnTbkZGReRN0Pji9cCFr69Vjrasru3x80CQlcf3gQb738GBdgwZsatmSmLCwbM/d/NdmfDx9uH7gAKpNOb47vxFb6yqcqBzH0WlTiQkLw/z9JXyyMQVjDVSf+KOul9bY2DjbNqOionTbpqamfPbZZ2zatIkLFy5w8OBBunTpkvvfBCGKKUlshRCikMtu+Y+V761k3NZxuM90Z/L2yXz33ncFGKEQorDJWL4mw759+3I8Njo6GnNzcyA9IY6Li2PQoEGMGjWKWbNmcezYMTp16qQ7/ocffsDW1hZPT092796dNzeQB+IiIzm7ZAn9T59mUHAw2rQ0QjZv5sDIkXTduJEBAQHU7tuXk3PmZDk383QQCwcHKkQkEPJZEOemnqNC2AMut7RlVFQUw8PDqbthA8bm5gzNIUHO7NSpU3qvFyxYAKT3krdt2zZ3blyIEsKooAMQQgjxdOam5kQvitbb17JGS85MPVNAEQkhioK0tDS2bNmCra0t1apVy/E4JycnRo0aRceOHXUJ8Zo1a/SO2bNnD76+vgwaNIgzZ9J/90RFRfGf//wHS0tLzpw5o5svWpipGg2axEQMjY3RJCRQxs4OFIWUh+lV5lNiY9P3PUFvOoiXDXV79eGHxk1QjIyoUbcGcxxDdce2atWKuTn00AIYGhrq1qHN3JP7119/kZCQwPLlyxk5ciT+/v54enrm1q0LUexJYiuEEEIIUQwZGBjg4+PzzOPs7OyYN2/eM48bOHAg9+7dY/z48Xr7Y2Njdevnvv7662zfvh1LS8uXCzoPlbW3p/Enn/CdgwNGZmY4deiAU4cOdFy1ip+6dMHIzAwTCwua7FxPg5n/Vpa+eu8q1StWp6pVVezH21OxTEVS1VTm+S2gi1sXFu5fSN1rpnrXWmZvT8Z3KfP82o4dO/Lbb7/pXnfo0EG33aRJE906tSNHjsTLy6vIr1srRH6SochCCCGEEOK5DB48mGbNmuX4/qFDh7C2ts7HiJ5fUkwMYTt2MOzaNUbcvElqfDwXNmzgzMKFdP/1V0ZEROA6aBA3v1yuVwnZzNiMa9HXqGNbh7HtxhIwPQAPRw8m/jSR+jPqcyj0EMPv1dHN3f1vuXJEhIezZ+BAvnN2Zr2HB2MBO2DYsGF6MXXu3DnbWDOqTy9atCiPvytCFB/SYyuEEEIIIZ6LlZUVJ06c4NGjR1y9epWHDx9iYGBA3759uX79OpA+BDohIUE3b7ewuH7gAJbOzphXrAhADW9vYOt8sgAAIABJREFUIo8f505gILZeXgDU7t2bHzPNJz548SDVK1Xn+KTjzNg5Q7d//ZD1uu24yEg2tWzJoAsXMDYz4567Ow0ePACgzbx5WLRoweDHw5szDz22s7PL8Xtka2vLG2+8wdixYxkzZgyGhoa5800QohiTHlshhBBCCPFCypQpQ/369WnZsiXNmzfn4sWLeu+XLl2aqVOnFlB02bNwcODWyZOkJiSgqirXDx7Eum5dUmJjuX/pEgDX9+/Huk4d3TkZlZAzfH3oa+rPqM9g38HExMfo9mfM3dVqNNhVqMBDQKvVAvDGG2/ojss85NvR0fGp8WYMWe7YsePL37QQJYgktkIIIYQQ4pWYmZmxefNmvX1z5szh7NmzBRRRVrZeXtTs0YP1Hh74urmBVkv94cPpsHIlO7t3Z527O3+vX0+bx8ln5krIACNfG8mVz68QMC0AW0tbxvmNA/Tn7i63taVc5cpcAvbu3cvqnj3pfPEibwKGwLFjx3Tx9OrV66nxZvTSHjx4MNe/F0IURzIUWYj/Z+++47Iq/z+Ovw5DFBVFQREVMRMXmiu3aZq2TMWZZpozy2/myoblKkdDMSr9ZZaaFprb0jLF0MoV7gXukWiK4mLfcH5/gHcgmAu4Ad/Px4OH51znnOv+HK4HxYdriYiIyH3r2rUrDz30EKtWrWLcuHEA1KlTBy8vL+swZVtrPG4cjVNiu6Ginx8V/fzS3ZtmJWSw/gvQv2l/2nzWBkg7d9epaFF+7NyZ2sDcCxe4RnJC2wl4HFiXqv4hQ4b8Z6w3FuBKnQyLyK0psRURERGRTHHu3Ll0WwWdOnWKkJAQ6tata6Oo7k7YuTC6ftmVkxdPUjh/YVxec2F8u/H4evry3or3uB53naSkJCqXqgykn7u7OymJcsCNvupmLVowZuhQPn7uOetnDBo06Jafb5omdnbJgypDQkKoU6dOlrynSF6jocgiIiIicl9Onz5Nnz59aNu2LadPn053/bHHHrNBVPemkkclNr21CTs7O3aN2YVzPmf8avnRdWZX/rn6DwYGjvaOlHUtC6Sdu3v9+nUO/vgj54HCwMaNG1m3bh075s3jXKrPuNVqyKmT2r179yqpFbkL6rEVERERkXuWkJCAl5eX9bxYsWKsXr2aBg0aWMuqVatmi9BuK8Tfn72zZoFh4F69Ok/Nns2eWbPYMW0abx+9xB9dgqjgXoFyxcuRkJjA0YlHMQyD05dO8+S05EWdUs/dPRAWhgFsAfoBv7RuzZEKFdh1/jypZ8o+88wz6WJJSkqyzqs9dOgQFStWzPL3F8lL1GMrIiIiIvfs3Llzac4jIiKoX78+n3/+OZC8gvK3335ri9D+07UzZ9gREECPkBB679tHUmIioQsWULpxYzqvW4dLuXIs3rPMuiqyb2lfVu5eCcCikEWcvvRvz3TjcePoExrKFGABkAh8CUyMjaX3vn04vfQS8ak++/z581xO2RIIwGKxWJPaEydOKKkVuQdKbEVERETknpUtW5b+/ftbzw8cOAAkzyM1TZNr165RJdUWOjlJ6m16LNHRFPL0pGStWhTx9sZimKw+uMa6KvI3vb7hi9++oM77dbgWe418DvnS1NWpU6cMP2PNmjV89NFHzJkzBwAXFxe2b9+Oq6srUVFRWCwW6/624eHht90GSEQypsRWRERERO5L8+bNrce+vr5cuXLFdsHcoZu36XEqUgTv1q2t1/e5xfCIZw3rasiVS1Xm16G/sv297XSr140K7hWs9/7zzz8sWbIkw8956qmnAOjVqxfh4eGcO3fOOhS5UqVKHD9+HIALFy5QqlSpLHlXkQeBElsRERERuS/du3dn+PDh1vPUx6n99ttvVK5cGX9/fxITE7MrvAyl3qZnYHg4CVFRHJg/33r9L48oOj/y7zZA56+eB5Lnwn6w6gMGNhtovebh4ZGm7h9//BFXV1freVJSEgClSpWiQIECACxfvpwzZ84QHx+PaZq4ubll/kuKPECU2IqIiIjIffvkk0/w8fEB4OuvvyY2NjbN9W+++YYWLVoQFhbGsGHDmDRpki3CtEq9TY+9oyMVO3TgzKZNAETHRXOwWCztfNtY7w/cFojPKB8qv1cZz6Ke9G7cG0hOWgsXLmy973//+x9t2rShe/fu1jJ/f/90n9+uXTsguYdbRO6fElsRERERyRRPPvmk9XjEiBHW46SkJPr27Zvm3kceeYSEhIRsi+1mqbfpMU2Tk0FBFE+ZC+zs5MzUDWUpkt/Fev/rT7zOoQmHODThEJM7TsYwDAAuXbrEtWvXgOTtfQICAgAoU6YMkLx4VurvRWrHjh0DsM6/FZF7p8RWRERERDLF22+/bT3+4osvrMONX3rppXT3tm3blnz58mEYBoZhEBQUlK2JbupteuZUrw5JSdQYMIAdAQH8X5kyXPv7b+bWqMGafv3+sx5nZ2frccWKFZkyZQqGYVi/F9OnTwfg6tWr6Z4tX748tWrVonfv3pimmYlvJ/LgMXLzD5FhGGZuiD8iIkLzJvIgtWvepHbNm9SueZPaNWe60ZMJyXvaXrp06Y6ffeihhzh69Giua9vU7wzJi0IFBwdTqlQp3n33XT744AN69OjBvHnz0j0bHx+Pk5MTnTt35ocffsiukG0it7Wr3JmsblfDMDBN07jdfeqxFREREZFMk3rY7d0ktQB///13ZodjFXYujJrjalq/XF5zYdq6aYxdOZbSb5S2lq/eu/qu6m3UqJH1uFevXsTFxREaGsqJEycAWLx4MU2aNGH+/PnWFZBTy5cvH2PHjmXRokV3/f0SkX/dNrE1DKOsYRi/GYZx0DCM/YZhvJ5SPtYwjDOGYexK+XrmFs+fMAxjb8o9IanKPQ3DWG8YxgrDMAqlqjPaMIwSqe67fv+vKSIiIiLZ4eOPP+b7779PU+bu7s4nn3zC9evXefnll2/57JQpU7Isrkoeldg1Zhe7xuxi+3vbcc7njF+t5FWPhz4x1HrtmeoZ/kqboT///JPNmzdbz+fMmcOcOXMwDIOGDRsCsHDhQuviUePHj89wyPGYMWMAtN2PyH24kx5bCzDcNM0qQANgkGEYVVOu+ZumWTPl67/+vPV4yj11U5UNBl4DZgE9UpVHABmvES8iIiIiOV7jxo2tx/nz5+f8+fMMHz6cggULMmPGDEzTxNHRMd1zr732WrbEF3QwiAruFShXvNx91TN27FjrccuWLTEMg5dffpmSJUty4sQJTNOkRo0aDB48GIB58+alGbY8b948a6K7fv164uPj2bp1633FJPKgum1ia5rmWdM0d6QcXwMOAqUz4bPtgaSUr9Rjpr8BuhqGUSwTPkNEREREstnly5etx0ePHmX16tUUKlQIwzB4+OGHmT17NsuXL+f8+fM89dRT1ntDQkIyqi7TLfhrAd3qdbOef/7b59QYW4M+c/oQGRV5R3VER0ezbt0663lQUBDt2rUjOjqac+fOUa5cctK8b98+a6/uzXv39uzZk40bNwLw+OOPA9CgQYN7fzGRB9hdLR5lGIY3sBHwBYYBLwFXgRCSe3XT/ZfAMIzjQCRgAl+apjkzpbwcMA+4AnQ3TfOaYRhjgeuAM2BvmuYYwzCum6ZZ6BbxmBcuXLjj+G3FYrHg4OBg6zAkk6ld8ya1a96kds2b1K4524EDB4iJifnPe2rVqoWdXfp+lqxs23hLPNUnVef3Ib9TonAJzl87T/GCxTEwmLR2Ev9c+4eATgG3refkyZNEREQAULJkSev2Pje7du0ahw4dsp5XrFgRF5fkbYS2b9+Oj4+PdR9ci8XC7t27KVOmDCVLlrzfV81x9DObN2V1u7q7u9/R4lF3nNimzIPdAEwwTXOpYRglSR42bALvA6VM0+yTwXOepmmGp8ybXQu8Zprmxlt8xliSE9tZwC6gBhD+X4mtVkUWW1G75k1q17xJ7Zo3qV1ztpMnT+Lt7X3L6x07dmTx4sUZXsvKtl2xawVf/PYFvw79Nd21ExEnaPNZG/aN23fbetatW0erVq2A5J7YjBJ0gO+++44ePf6ddVe+fHnr/rU3tjlq0aKF9Xrr1q1Zu3YtCQkJeS4J1M9s3pSrVkU2DMMRWAJ8Z5rmUgDTNP8xTTPRNM0k4CugXkbPmqYZnvLveWDZre676ZnLwPfAq3cSn4iIiIjkLOXKlWPnzp3pyleuXMmVK1dumdTesHHjRgzDoHv37iQlJWVaXIHbAtMMQz57+az1eNnOZfiW9r2jepo0aWI9/vHHH29538CBA9Ocp15s6mbx8fGsXbsWSJ6zKyJ37k5WRTaAr4GDpmlOTVWeetk2PyDdn7YMwyhoGEbhG8dA64zuu4WpwMtA3vpTlYiIiMgDombNmulWQV6wYAFTpkyhZ8+eGIZh/dqyZQsA+/fvZ/v27TRr1gyAwMBAQkNDMyWe6Lho1h5YS4daHaxlI5eMpPrY6tQYW4Pfwn7Dv4v/HdWVP39+63H79u05fPhwunuOHTvG9ev/bvBhmuYthxjHxMTg5OQEwOjRo9m4cSPh4eF3FIuI3FnS2Bh4EdhrGMaulLJ3gG6GYdQkeSjyCZKTUAzD8ARmmab5DFASWJay+psD8L1pmr/cSWCmaUYYhrEMGHrnryMiIiIiOYm/vz9ffvml9fzmrYBuaNiwIV5eXpw6dYpffkn762LVqlUzfOZuOTs5c3HaxTRl8/rOy5S6Dx06RMWKFa3no0aNYuLEidbzqVOnZvQYANevX7fOs7106RKurq6MHz+e0qVLZ7g9kIikd9vE1jTNP0i7avENGW7vkzL0+JmU42PAI3cajGmaY286H0byIlUiIiIikgsVKFCAL774giFDhuDp6Unbtm3Zs2cPGzZsSHOfvb09p06dSvf8smXLsivU+9KmTRu++OILOnbsiIeHR7rrQ4feuq/mRq/21atXrQluSEgIdevW5fz585QoUSJrghbJQ+5ojq2IiIiIyL169dVXiY+P58SJEwQEBBAcHIxpmpimSVxcHElJSel6aW9o3759Nkd752rWrJnmfNCgQRkmtb169frPer777jtM07QmtQB16tTh5MmTWmxJ5A5p/qqIiIiI2ExUVBT+/v589tlnAFSuXJk6depw/vx5ihcvnmWfG3YujK5fdrWeH4s4xvh247l4/SIrdq3AzrCjhEsJ5vSeg2dRzwzreOutt3j++ef/83NatmzJnDlz7ilGLy+ve3pO5EGkxFZEREREbGLVqlW0adPGet68eXOmTJkCJO9dmZUqeVRi15jk5WMSkxIp/UZp/Gr54ersyvvt3wcgICiA8T+O5/9e/L8M6+jUqVO6MkdHRxISEqznq1dnOHtPRDKZhiKLiIiIiE2kTmoB3nzzTerUqcP27dsxDIO5c+cCEB0dnalb/tws6GAQFdwrUK54OVwKuFjLo+KiSFkENUN+fn5A8j6bo0aNwtXVNU1SC8mxi0jWU2IrIiIiIllu6tSpNGzYkGbNmrF8+XIAqlSpkuaep59+Os35Sy+9hGEYFCxYEHt7+yyLbcFfC9LsbTtq2SjKjizLd1u/Y3y78enu//jjjzEMw7p/7eDBgylUqBCRkZHp7nV1dWX37t1ZFruIJFNiKyIiIiJZas+ePQwfPpwtW7awceNG/Pz8mDVrFgcOHLD5qsfxlnhW7l5J57qdrWUT/CZw+qPTvFD/BT5f/3ma+319fRk5cmSasjZt2vD222+nKXvooYesvbc1a9Zk3rzM2VZIRDKmxFZEREREstQjj6Tf/bF///588skntG/fHtM0CQsLY+HChSQmJlKoUKF091+9ejVLYvt538/U9qpNSZeS6a51r9+dJTuWWM8//fRT9u/fbz3v168fu3btYvjw4emePXLkCA4ODpimiZ+fHz179qRfv35Z8g4iosRWRERERLJQTEyM9djBwYHTp09bz9944w2+++47AHx8fOjSpQt2dnZUqFAhXT0tWrRIU1dmCdwWmGYY8uF/DluPV+5aSWWPygBMnz6dIUOGpHl21qxZ1KxZkz179qQpN00zzdzcpUuX8tlnn/H1119jGAY7duywbmMUGxub6e8k8iBSYisiIiIiWebPP/+0Hs+bN48yZcrwwgsvWMt69OjB5cuX0zzj4ODA0qVL05SFhITw/fffZ2ps0XHRrD2wlg61OljL3lr6Fr5jfKkxtga/HviVZ4s9i2EYDBo06I7qnDBhQoblzs7O1uM6deqwYsUKIHkVZRG5f0psRURERCTLbNy40Xp8o5dyxIgRae5JPbz3Bj8/P7p165amLLOH8uazz8fyjsvZ8vsWzpw5A8CSV5awb9w+9ozdw5rha+jzfJ90z91qC5+6devyzjvvZHht3759ALRt2zZNeVYuiiVyKyH+/syuVo3Zvr781K0blthYTNPk91Gj+NrHh2+qVGFHQICtw7wr2sdWRERERLLM2bNnARg1ahT58+cHkhdTio2NtZ4/88wzzJs3jzZt2mBn92+/y/fff4+fnx9dunTJ9LiuX79O4cKF7/o5X19fmjVrRlJSUppYPTw8+Pnnn2/53I2e6xUrVmCxWKw9tfHx8Xcdg8j9uHbmDDsCAuh94ACOBQqwsksXQhcswDRNrp0+TZ/QUAw7O6LOn7d1qHdFPbYiIiIikmVOnDgBpF9AysnJib/++gtIXhiqXbt22NvbM3DgQOu80ytXrtC8efN0dcbExPDss8lDhHv27Mn+/ftZsWIFvXr14uDBg/8Zz+HDhzEM456S2oYNGxIcHIyzs3OanmiAYcOG4ebmluFzsbGxbNu2jcmTJwNYF5UCDUUW2zAtFiwxMSRZLFiioynk6cnuGTNoOHo0RsofbAqWKGHjKO+OceOHKjcyDMPMDfFHRETc8j90knupXfMmtWvepHbNm9SuuYOfnx/Lly/H09OTLVu2ULZs2TTXIyMjad68eZoFmH755ReeeuqpdHWFhYXh4+NDyZIlOf8fvUnFixenTp06LF26lIIFC1rLd+3aRa1ataznTYF6KcdngR8AP6AMYAAXgIVA6j7Vv//+m379+vHLL7+k+czExMQ0PbipBQYG0r17d27+vdXd3Z3Q0FCKFy9+y3fJS/Qzm3Ns//RT/hg1CocCBfBu3Zpnv/uOz4sXp+6wYRxetowC7u60DAjAtWLF29aV1e1qGAamaRq3u089tiIiIiKSZT7//HMaNWpEeHg4Xl5eHD58OM11V1dXdu/eTVBQ0H/WM23aNHx8fAD+M6kFuHjxIr/++iuFChXi2rVrACxfvjxNUusCNAE+BaaQ/EtxTWAl4A9MBS4DjW+qu0yZMumS2t9+++2WSS1At27d0iW1ABcuXHhgklrJOWIjIzmyYgX9jx9nYHg4CVFRHJg/n8S4OOzz5+fFkBBq9O/PL33Szy/PyZTYioiIiEiWKV26NAsXLrSe+/j4cOXKlXT3tWjRAtM0SUxMxMfHh7feeou5c+cSExNDbGwsr7/+OlevXr3j1YlvGDBgAI6Ojvj5+aW7Zgc81qABh8PCKFOiBBXr1KF63boANG3SBEfgdmMD+/btm+FwaZGc6uS6dRQpXx5nd3fsHR2p2KEDZzZtonCZMvh07AhART8/Lty0jVVOp8RWRERERLJUmTJl0qwGXL9+fTZs2JDhvXZ2dhQuXJhJkybRs2dP8ufPj5OTE5MmTaJIkSJMnz79rj57wYIFWCyWdOVXgb8rVKDt3r2sadyYJk88wfchIfz111+sfuklnj90CHfgxmZF/v7+GdZ/8wrPIjmdi5cXZ7dsISE6GtM0ORkURPEqVXi4fXtOrV8PwOkNG3BNGSGRWyixFREREZEst2LFCnbu3EnFihUJCwujefPmPPXUU/z999//+Vx0dDRLlixJs43OnDlzmDVr1j3HsmjRIvZs3crTXl7phmMCPD17Nu137OA8cGPJq6FDh2ZYl4uLyz3HIWILperXx6dTJ+bVrs2c6tUhKYkaAwZQ7623OLRkCXOqV+f3t9/myfv4GbMFbfcjIiIiItmiZs2a7Ny5k48++ogpU6awZs0aypYty5NPPkmFChVwc3PDw8ODOnXq4O7unmEd+/fvp2rVqgBUr16dwMBApk2bdscxzJ8/n06dOhG2aJF1OCZgHY5ZtUcPAKJjYtgNNANCblHX559/jqen5x1/tkhO0XjcOBqPG5emzMHJiY6rVtkoovunxFZEREREsk3BggUZN24cL774IhVTVlxds2ZNmntuXpzJ19eXMmXKUKVKFSpXrmwtr1evHjVq1KBs2bJs3ryZo0ePMmLECHbv3k3BggXZsGEDTzzxBIcOHSI4OJg+ffrQvXt3IO1wTIcCBTgZFIRH3bpEHjnCoYsXadCgAW1IXhk5I6+99tpdz/cVkayj7X6ygZY2z5vUrnmT2jVvUrvmTWrX3C8wMJC3336bvn37UrRoUUJDQzl27BgfffQRV65coUKFCuTPnx9XV9cs+fw/x4whbOFCDAcHStaqRetZs/ihRQv2bd9OfFwc4cBSIO4/6jhw4ABVqlTJkvjyGv3M5k05ZbsfJbbZQD/EeZPaNW9Su+ZNate8Se2ad9m6bRcuXMjzzz+f4TVvb2/Gjh3Ln3/+yVdffQWAp6cnZ86cyc4QcyVbt6tkjZyS2GrxKBERERGRVLp27Zph+ebNmzl+/Di9evVi5syZmKbJ+vXrCQ8PxzBu+3u3iGQhJbYiIiIiIilM0+TVV19NU1agQAEuXbpEgwYN0t3/+OOPsydlv09t/SNiO0psRURERMQmQvz9mV2tGrN9ffmpWzcssbH80rcvK5o3Z06NGqzo1In469ezNabXX3+dGTNmWM9HjBhBxYoV/3Oeb/Xq1enQoQNTpkwhN0yTE8mLlNiKiIiISLa7duYMOwIC6BESQu99+0hKTCR0wQIe9/enXXAwL+3Zg4uXFzs//zxb4omOjqZBgwZ89tln1rKiRYtSsmTJO9pOaOHChQAEBQVlWYwicmtKbEVERETEJkyLBUtMDEkWC5boaAp5euLk4pJ8zTSxxMRANsxdnTFjBgULFmTr1q1pyt977z1GjBjB448/fts6HBySd9Fcvnx5lsQoIv9Nia2IiIiIZLvCpUtTd8QIZnp5MaNUKZyKFMG7dWsA/njtNWZ4eHApNJTar712V/WapkmNGjVITEy842dunlN7w419du/G4cOH7/oZEbl/SmxFREREJNvFRkZyZMUK+h8/zsDwcBKiojgwfz4ATT77jIHh4RSrUoXQlCG+d2rXrl3s3bsXO7vb/5prmmaGieilS5cAWLVq1V19NkCbNm3u+hkRuX9KbEVEREQk251ct44i5cvj7O6OvaMjFTt04MymTdbrdvb2VO7alcNLltxVvd9//z3Af26/k5iYSIECBbCzs8PHx8daPnXqVEzTtC4U9eWXX97x527evBmATp063VW8IrnFihUrcvS2Vg62DkBEREREHjwuXl6c3bKFhOhoHAoU4GRQEB516xJ55AgULYppmhz98UeKVa58V/XeSGxvJSIigocffpjY2Ng05bVr12bo0KHW8/3791OtWjU2btzIY489dtvPbdSoEQClSpW6q3hFslvYuTC6fvnvXs3HIo4xvt14Lkdf5qvfv8K9kDsAEztM5Jnqz1jv27lzZ7bHejeU2IqIiIhIptj+6afs+eorME1q9O9PnSFDiLl0iZ+6duXKiRMU8fbmuR9+IL+rK6Xq18enUyfm1a6N4eBAyVq1qDFgAD+0aEF0ZCT2dnaUeOQRnki19c6dCA8Pp169ere83rhxY65cuZKm7LHHHiM4ODhNWdWqVSlZsiTNmjVj7969+Pr63rLOatWqARAWFnZXsYrYQiWPSuwaswuAxKRESr9RGr9afsz+czZDnxjKiCdz537MSmxFRERE5J6E+Puzd9YsMAwKe3lx9cQJ8ru6knD9On+89x5bJ00in4sL1fv2pf5bb7F18mS2Tp5Msw8/BKDxuHE0HjcuTZ3d//yTiIgI3Nzc7jmu7t27A8lDji9cuICHhwexsbEMGTKEQ4cOWe979913efPNNylUqFCG9Zw9exY7OzuqV69Op06dCAwMtK5+DMnDj2/01K5bty7NsGaR3CDoYBAV3CtQrng5W4dy3zTHVkRERETu2s370MZFRuLs5kb3P/+k1+7d1Bs5EucSJYi/fp1qvXoBUK1XL45k4XY4cXFxAHTt2tX6b8uWLfm///s/PDw80syZDQsL4/33379lUgvJ83STkpIYOnQoixcvxtHREcMwrF83ktrQ0FBatmyZZe8lklUW/LWAbvW6Wc8//+1zaoytQZ85fYiMirRhZHdPia2IiIjkCCH+/syuVo3Zvr781K0blthYfunbl7mPPMKcGjVY0akT8dev2zpMSSX1PrT2Tk5cPnqUmIsXSYiO5siPPxJ5+HDy/rQp804LlSpF9PnzWRbPL7/8AoCHhwdxcXGEhIRw4MABXnnllTTDj48ePXrHvauGYTB16lSSkpL49ddfeeWVV2jVqhUBAQGEh4djmiaVKlXKkvcRyUrxlnhW7l5J57qdAXil+SscnXiUXaN3UapIKYYvGm7jCO+OhiKLiIiIzd3o/et94ACOBQqwsksXQhcs4HF/f5xcXAD4bdgwdn7+OfXfesvG0Qqk3YfWoUABvFu3ptqLL7KoVSvyFSpEvkKFKFy2LDEXLmRbTDcWjjp79iyTJ0/m5MmTaa7b29sTExODo6PjXddtGAatWrWiVatWmRKriK39vO9nanvVpqRLSQDrvwD9m/anzWe5a+sqJbYiIiKSI9zo/bN3dEzu5fP0tCa1pmliiYmBHLzVxIMm9T60TkWL8mPnztg7OdFzxw4AvqpQAa8WLfh740aunz1LoVKluH72LM4lSmRZTD/88AMAnp6e6a7t27fPusiTiEDgtsA0w5DPXj5LqaLJoyuW7VyGb+lbL5iWE2kosoiIiNhc6t6/GaVK4VSkCN5f78QrAAAgAElEQVStWwPwc+/ezPDw4FJoKLVfe83GkcoNGe1DezIoCIDzu3dz9cQJGo8fT4W2bdk/dy4A++fO5eF27TI1jsuXL1vnvGbkvffewzRNJbUiqUTHRbP2wFo61OpgLRu5ZCTVx1anxtga/Bb2G/5d/G0Y4d1Tj62IiIjYXEa9fwfmz6dqjx48PXs2SYmJBL32GqELF1K9d29bhysk70N7bNUqvqlaFcPOjoSoKAACihbFEhWFg7MzQa+9RvMpU1jTpw97v/4aFy8vnlu0KNNi2LZtG/Xr17/l9evXr1OwYMFM+zyRvMLZyZmL0y6mKZvXd56Noskc6rEVERERm8uo9+/Mpk3W63b29lTu2pXDS5bYMMoHx/Hjxzl+/Ph/3lOoTBkS4+IwLZbkgqQk6r/zDi+fOoVn48a0XbQIFy8vQgMD6RIURL/Dh3lmxQp+CgqiUKFCfPzxx5w6deqe4ouJieHVV1+9ZVK7b98+TNNUUivyAFGPrYiIiNici5cXZ7dsISE6GocCBTgZFIRH3bpEHjmC68MPY5omR3/8kWKVK9s61Dzt5Zdf5ocffuDy5ctAco+no6MjTZs2pVGjRvj7px2amK9QIbpv2YKTiwvL27enSLlyOLm48HxwMKZpcmTFCjAMjh07RoUKFdI8O3LkSEaOHAnA/PnzeeGFF24Z18SJEylbtiw7duzg0UcfZceOHcyYMSPDe03TvJ9vgYjkUkpsRURExOZK1a+PT6dOzKtdG8PBgZK1alFjwAB+aNGC+KtXMU2TEo88whO3SGbyuhB/f/bOmgWGgXv16jw1ezb2Tk788e67HFq0CMPenpqvvELtwYPv+TPee+89Zs6ciZ2dHYZhYJomwcHBfPvtt1y4cIHNmzfz4YcfcuDAAWbPnm2dFz3d05MYiwWvJ55IMy/6+OrVFK9alYQnn6RBSlIbHBxMs2bNrJ956dIlatasSY8ePZg9ezbr1q1LE5PFYmHq1KmMGjUqTfm3335rPZ4zZw6RkZEMHTr0nt9dRHI/JbYiIiKSIzQeN47G48alKev+5582iibnuNVWSKZpcu30afqEhmLY2RF1l/vDnj9/nkGDBjF48GCaNm2Kj48Pjo6OJCQkkC9fPuLj42nT5t/tPo4fP87WrVt58sknmThxIkXy5ePMxIksc3PjyXbtODJ9OnVvmhe94PnnGePnR506dQgJCUkXQ7FixTh16hTLli2jQ4cOdOvWjYCAAK5cuUK/fv1YsWJFhrGHh4dbj1966aW7em8RyZuU2IqIiIjkMKl7aIs+/DBJCQkc/+UXtowfz+Vjx7h44ACGnR3tli7FsEteMqXgXW6jU65cOWJjY1m5ciU7d+7kwoULJCQkABAfH3/L59asWUPp0qUJ/eEHysXGcujKFSIXLcILOLNpE1V79ACS50W/t3gxzYBvMkhqU3N3d+ftt99m0qRJrFy5kqVLl2aY1BYtWpTIyEhM08TPzw8vLy/y588PJO8zO2zYsLv6HohI3qHEVkRERCQHyaiHtsxjj7GyY0ecihShQps2eDZuzG9DhxK2cCGHly2jgLs7LQMCcK1Y8Y4/50YSa5omsbGxXLlyxXqtRo0a7Nmz55bPLlq0iKLXr9MQcAQq+fgwomVLilepYp0XvWvXLqoCbW6xinXYuTD8PvPj4MGDyQWFgWoQfTaaIeuHgB+QBG3d2lLOuRy+vr7069cPSE5ifXx8rHXdmFfbvXv3O35/EclbtCqyiIiISA5jWixYYmJIsliIu3KFiwcOUPShh/D76ScSoqI4HRwMpol9/vy8GBJCjf79+aVPnzuqOzY2FsMwSExMBKBw4cLUqlWLV1991XqPt7f3LZ+3s7MjKiqK08BeYAjQbPt2HB0cqDFgAD/36sWc6tVZ3bIlhYFnp01L8/y5c+fo2LEjlUtV5uDEg7AMWA5YgJNAPXihyguwDD7o8AFXKl0hICCAAQMGYGeX8a+uN5Lw2rVr39H3QETyHvXYioiIiOQgNxZlmunlhUOBAhSrXJmSderg+9JLLG/b1to7WaRcOXw6dgSgop8fv2TQM3r58mU+/PBD6tevT/v27QEYP358mnsKFizIuHHjGDduHM7OzkRHR7Ny5co099jZ2ZGUlARg/Tdfvnz8Gh/Pr0C1ChX4YF7yHpg35kWXLVuWvy9d4nsXF/bs2cPatWtxdHTk9ddfT//SnsA14HryabQlGtM0CdwaiGec522/Z5GRkUByT66IPJjUYysiIiKSg8RGRnJkxQr6Hz/OwPBwDDs7TvzyC3998gkdVq2iwnPPUeaxx3BwdubU+vUAnN6wAddUQ3MhuRfT1dWVyZMn4+fnx+HDhwHo2bNnmvtOnz7NN998A0B0dHSGMd1IZlNLPQ/3gw8+SHPNNE1Kly5tPS9dujRJSUksWLAgw/pr+NWAoyknW+Db0G8pO7IsIxaPYFKHSRk+k1rz5s21zY/IA06JrYiIiEgOcnLdOoqUL4+zuzv2jo5U79uXgqVKcfznn1nTrx8kJdHs44+xxMVxaMkS5lSvzu9vv82Ts2ZZ6xgxYgSPPPJImnp9fHyoWLEiFy9etCa5N5w+ffq+Yn766afZunUrVatWpWbNmvTt29faQwzg4ODAyJEj2bx5M05OTmmerVCxAnsu74HjycOiqQLvt3mf0x+dxr+LP33n9r2v2ETk3sXExBAQEECxYsUYd9Oq9TmNElsRERHJNUzT5Pz581y8eNG6+FFuE+Lvz+xq1Zjt68tP3bphiY1l1Qsv8HWlSsz29WX/t98SvnkzCdHJw3FPBgVRrVcvnFxcaLd0Kc/Mm8eZjRtxq1aNjqtW8dLevbyweTP/2Nnx6aefMnjwYGbOnJnhZx85coQmTZqkS3rvV8OGDWnQoAEHDx5k9+7dhIaGMnDgQAD8/f0pUqQISUlJ+Pr6EhcXR+XKlRk9ejQAR+OO4m7nzrXz17h27RpO1Z1oUy15m6HOdTuz7fi2TI1VRG4tdSJrGAbOzs68/vrrREZG0qtXL06cOGHrEG9Jc2xFREQkRzp06BBly5alQIECJCUl0bx5czp16oSbmxsBAQEsWrSIf/75h5IlS9o61Dt2qz1pq7zwAs/Mnw/Aqu7dKVK+PPNq18ZwcKBkrVrUGDCAwmXKsLJjRww7O5xcXXkqZfjwjaHEp0+fZsGCBURFRQH/zouNi4vjq6++4n//+581jlsNOb5XO3futB6XK1eO6dOnU7RoUerWrcuwYcPo2bMnxYsXZ+/evQQGBtK9e3frXN/aXWrzv/b/w93dHYDyJcqz6fgm2rm3Y33oeiqWuPOVnkXk3rz44ovMT/lvUOqyd999N80K5DmZElsRERHJcSZPnkxwcDCurq40btyY7du3ExkZyb59++jSpQtt2rQhLi6O4sWL2zrUu3ZjxWN7R0cs0dEU8vTEu3Vr63WPevWIiYig46pVaZ6r6OdHRT+/dPUtXboUwzBYsWKFNakFGD16NIcPHyY+Pp5BgwZRsmRJOnfunCXvVLt2bZxKOHG59mXy5cvHSyte4tjXxxj9/mhCXgjBrbcblXwrUbFURb7s9uW/71ragxMJJ3ij8xvExsbyxx9/YJYwGTR/EKN/Hk1+x/zM7Jlx77OIZB4PD49cl8jeTImtiIiI5DjBwcFs27aNbt268fvvv7Nt2zYeffRRGjVqRKtWrXj88ccZOHAgzs7Otg71rty84rF369ZpktrEhAQOzJtHi08/BeDMmTMkJibi5eV1yzqrV6/O3LlzMQyDOnXqsH37dh5++GGuXr3Kn3/+aR0GfKd8fHx49NFHeeyxx3B3d6dRo0aUL1+emJiYdPcGBwfTpEkT7O3t05QnJiVS+o3SdH60MwuGLGD79O2E/RjGkSpHKD3330WlvMt6s+XTLQD8/vvvNG7cGICg14Jwc3O745hF5P58/PHHtg7hvmmOrYiIiOQ4CxYsYP369YwZM4ZixYrx+OOPU69ePXqnbGkTFBRk4wjvXFRUFIZhYBgGg/r0IXTJEuuKxwlRURxINfxv3auvUuaxxyjTtClxcXFMnDiR+fPnEx4enmHdQ4cOZdKkSXz99dcsXryYZs2aUaFCBY4cOcLUqVM5ceLEXSW1b775JocOHaJhw4bMmjULPz8/SpYsyacpiXahQoX4+uuviY+PxzRNmjVrli6pBQg6GEQF9wqUK16OQ+cPkRSexOLFi0k8lQje/963ZcsW+vXrR2JiIk2aNLnjOEVEbqYeWxEREclxihYtSs2aNQGYMWMG8O8epVeuXMlV+5WWKVPGevzH7NlcAFqZJs6OjlTs0IEzmzZRtUcPNo0bR8yFC7T+8ktCQkKIj48nOjqaM2fO4OCQ/le2pKQkpk2bBoCjo+M9x+fo6MjevXvx8fHBMAyGDBnCp59+ypQpU6z39O/fn/79+99xnQv+WkC3et0A8C3ty8rdK+nQoQODIgYxd+9crnOdDh06sGTJknuOW0QkNfXYioiISI737LPPArB//35cXFxsHM2dCwwMJC4uznoeCXgBv/70k3XF4+JVqrBn1ixOrFnDs4GBGHZ2XL16ldq1a+Pt7c2ECROYN28eH3/8MevXr+fgwYMAzJ07975iGz16NHFxccTHx1OpUiXrHws8PDyYNGkSTZs2vad64y3xrNy9ks51k+fzftPrG7747QvqflAX91Lu2JPcw/vVV1/dV/wiIqkpsRUREZEcberUqaxevZrAwECqVq1q63DuyvDhw3Fzc6Nw4cI4OjpyGtgLXHj3XeZUrw5JSdQYMIC1AwcS9c8/fN+wIXNr1iR+9Wr279/Pww8/zCeffMLo0aNxc3NjwoQJlC9fnoSEBPr06XPX8TRu3JjQ0FAsFgvjxo0jX758mf7OP+/7mdpetSnpkrxadeVSlVkzZA07Ru+gVEwpos4lL3BVrFixTP9sEXlwaSiyiIiI5FgbN25k+PDh/O9//+P555+3dTh3rWjRouTPn58rV65QsGBBLl++zJGHHmLIkSNphlPXDQpi2rRpvPzyy7Rs2RIHBwdOnjzJhAkTsLe3p1y5cgQHB/PYY4+xd+9eHn300dt+tp2dHVWqVKFFixZ8/PHHODk5ZeWrWgVuC7QOQwY4f/U87wx7B4ANVzZg2WuxbvUjIpJZlNiKiIhIjhQeHk6zZs3w9vbms88+s3U49+Sjjz5i8eLFPPvssyxdupS2bdvy1VdfpZsj/MUXX9C8eXOGDx/OgQMHqFq1Ks899xwXLlygUKFCDB48mEGDBnHq1CkefvhhAKZNm8aQIUNwdXUlOjqa6dOnU7VqVerXr09iYiL29vZZOhc57FwYXb/saj0/FnGMd599l7UH1lLbqzaV3q2Eg50DbgXd2Hh1I64DXLly7gocgnfeeSfL4hKRB5NhmqatY7hnhmGYuSH+iIgILVmfB6ld8ya1a96kds19EhISrMNkk5KSMkzQ8lK7rlu3jvHjx1OwYEGaNm3KzJkzmTx5MlOnTsXNzY05c+YQHR1NuXLlbpusTps2jdatW2frsO0b2/tsfWcrxy4cY8LqCax6bRVOjk4U8yxG5NlITNO0xn6739/yUtvKv9SueVNWt6thGJimedu/0mmOrYiIiNhEYmIi3333XYZJzo2k9sZWOXndE088wcaNG1m+fDmPPPIIy5cv5/nnn2fbtm2sXr2aEiVK4O3tne57cfnyZUJDQ63nR44cYejQoRw5ciRb40+9vc+M4Bm89dRbODk6sWvXLiLPRvLzzz8THx8PwPLly7M1NhF5MGgosoiIiNjE33//TY8ePejRoweDBw9m2rRpGIZBo0aNADh8+DDOzs42jjJ7OTk5WVeAvuHmIb/7T+9n4KMDOZd0jsVrF2Nvb0+ZCmUoWqAou8fuBqBt27bZGnfq7X0O/XOI3w//zqjlo9i2aRu4wVNPPcWIESMAaNeuXbbGJiIPBvXYioiIiE2UK1eOuLg42rdvT0BAAHZ2dhiGwebNm1m5cqV1LumDrpJHJXaN2cWuMbuY1GASlhgLrX1as/jVxbAMrs+7TsfaHankVAkgTQ9udrh5ex9LkoXI6Eh6F+sN26DsS2UxTZMpU6bg4+OTrbGJyINDPbYiIiJiM/ny5WPZsmUkJiZSqlQpLly4QO/evXnuuedsHZrNZLQo0/h243m80uM889UzUBh6TO8BjnD80HGcnJz4IeQH/v7ybypUqEClSpWyNd6bt/cp41qG9jXb07JqSxo3bsxZx7PsP7YfgGXLlmVrbCLy4FCPrYiIiNjc6dOnuXDhAjVr1uSbb76xdTg2lbqHdvt723HO54xfLT+envg0XIPmzs25uucq3SZ1w9vbm98P/07spVi4Cnv37s32eG/e3qd9zfYMHD8QgJkLZxJviWfIwCEAuW4fYhHJPZTYioiIiE3FxsZSvnx5AHbu3GnjaHKWG4syeRTy4Gz0WexL2xM8O5hhXYex68ouAOb+MZeIbREMGzaMAgUKZGt80XHRrD2wlg61OljLnqv0HIfPHabkqyXp8U0P5vaeS9C6IDp37pytsYnIg0VDkUVERMSm3n77bSA5wZW0bizKVKdOHagCiZZEGtZsSOkmpTm98jSWRAuzf5sNR2HKninZGtvJkyfx9vYGoOinRdNd79uoL/Vq1CPqSBQAM2fOzM7wROQBo8RWREREbOrDDz/kk08+wd7e3tah5Cg3FmUaUGsA+/fvh9JAIYh7Oo5rsdfI55CPmatmYkaa/PTDT9ke39tvv03NmjXp378/MTEx/PXXX2zcuJGzZ88CMHHixDT3Fy2aPvkVEcksSmxFRETEpm7sWStp3ViUqWHNhmAPlIALX1zAzcWNQ+cOsWrvKgZNGQTnSbdFUHbw9fUlMDCQQYMGpSk3DIOkpCTreUb7FIuIZDbNsRURERHJJmHnwqg5rqb1y+U1F6atmwbAZ0GfUendSlQbXY2Ri0cSuC2QinYVkx9MhD2j9+Dm4kZSUhIfrPqAylSGjXDq11M2eZd33nkH0zSJj48nICDAWn7+/Pk09xmGgWEY2R2eiDxg1GMrIiIikk1urHgMkJiUSOk3SuNXy4/fQn9jxe4V7BmzBydHJ05EnKDOB3W4NP0SABs3bmT9yfV0nNMRAL9afnzU7yMaNmxI2bJlbfY+AI6OjgwcOJDBgwfTrl073NzcbBqPiDyY1GMrIiIikg0mTJiAYRi0a9eO+Ph464rH5YqXY0bwDN566i2cHJ0A8HbzpubempAAkydPpmnTprz+xOscmnCIQxMOcfDbgwBs2LDBlq9k1bRpUwCWLl1q40hE5EGlHlsRERGRbPDOO+8QERHBtGnTcHJywqOLB2/0eYOff/6ZbYe2UblUZUYtH0V+x/y8VOUl1q9fj7e3N2+++Waaei5cuMCPP/7IxIkTcXR0tNHb/CsqKoqtW7cyc+ZM7OzUZyIitmHk5gn9hmGYuSH+iIgIDcvJg9SueZPaNW9Su+ZNubVdTdPkvTHvMeH4BFgChR0Kc63VNTgLbIZW3VuxNnEtLMx44aUb81Vzyu9A8fHxLFu2jK5du2Zanbm1beW/qV3zpqxuV8MwME3zthP19Wc1ERERkWxkGAaPdniUVrVb8eHYD7l27RpEASeSr6/9fi2YUL5KeTZv3pzm2T/++AOA33//PXuD/g/58uXL1KRWROReKLEVERERyWaB2wLpVq8bI0eOxDRNnm/0PJRKuegC2MHxg8dp1KiRdVXhMWPGWOeyNmnSxGaxi4jkREpsRURERLJRdFw0aw+spUOtDtayue/M5YVXXsC1nyu0gMBXAjFNk7i4OKZNS94OaPz48UDyHFsREUlLc2yzgeYT5E1q17xJ7Zo3qV3zprzWrqZpYmdnR/369dmyZYutw7GpvNa2kkztmjdpjq2IiIiIWFksFmrXrp2j5s+KiOQW2u5HREREJAdwdHRk+/bttg5DRCRXUo+tiIiIiIiI5GpKbEVERERERCRXU2IrIiIiIiIiuZoSWxEREREREcnVlNiKiIiIiIhIrqbEVkRERERERHI1JbYiIiIiIiKSqymxFRERERERkVxNia2IiIiIiIjkakpsRUREREREJFfLtMTWMIyyhmH8ZhjGQcMw9huG8fpN10cYhmEahuGWcm5nGMa3hmFsMgyjWkpZ85R7nkv13E+GYTTPrDhFREREREQkb8nMHlsLMNw0zSpAA2CQYRhVITnpBVoBp1Ld3xrYCvgBw1OV/w2MysS4REREREREJA/LtMTWNM2zpmnuSDm+BhwESqdc9gdGAmaqR+yBpJQvI1X5buCKYRitMis2ERERERERybuyZI6tYRjeQC1gq2EYbYEzpmnuvum2NUAzYCUw9aZrHwDvZkVsIiIiIiIikrc4ZHaFhmEUApYAQ0genjyK5GHHaZimaQGez6gO0zR/NwwDwzCa3u7zIiIi7i/gbGCxWHJFnHJ31K55k9o1b1K75k1q17xLbZs3qV3zppzSrpma2BqG4UhyUvudaZpLDcOoDpQHdhuGAVAG2GEYRj3TNM/dproJJCfFlv+6yc3N7f4Dz2IRERG5Ik65O2rXvEntmjepXfMmtWvepbbNm9SueVNOadfMXBXZAL4GDpqmORXANM29pmmWME3T2zRNb5IXhqp9B0ktpmn+CrgCj2RWjCIiIiIiIpL3ZOYc28bAi0ALwzB2pXw9c591TiC5l1dEREREREQkQ5k2FNk0zT9Iu7pxRvd43+Z6MBCc6nzl7eoUERERERGRB1uWrIosIiIiIiIikl2U2IqIiIiIiEiupsRWREREREREcjUltiIiIiIiIpKrKbEVERERERGRXE2JrYiIiIiIiORqSmxFREREREQkV1NiKyIiIiIiIrmaElsRERERERHJ1ZTYioiIiIiISK6mxFZERERERERyNSW2IiIiIiIikqspsRUREREREZFcTYmtiIiIiIiI5GpKbEVERERERCRXU2IrIiIiIiIiuZoSWxEREREREcnVlNiKiIiIiIhIrqbEVkRERERERHI1JbYiIiIiIiKSqymxFRERERERkVxNia2IiIiIiIjkakpsRUREREREJFdTYisiIiIiIiK5mhJbERERERERydWU2IqIiIiIiEiupsRWREQkjwjx92d2tWrM9vXlp27dsMTGYpomv48axdc+PnxTpQo7AgJsHaaIiEimc7B1ACIiInL/rp05w46AAHofOIBjgQKs7NKF0AULME2Ta6dP0yc0FMPOjqjz520dqoiISKZTj62IiEgeYVosWGJiSLJYsERHU8jTk90zZtBw9GgMu+T/5RcsUcLGUYqIiGQ+JbYiIiJ5QOHSpak7YgQzvbyYUaoUTkWK4N26NZePHiVs4ULm1a3L4qefJvLwYVuHKiIikumU2IqIiOQBsZGRHFmxgv7HjzMwPJyEqCgOzJ9PYlwc9vnz82JICDX69+eXPn1sHaqIiEimU2IrIiKSB5xct44i5cvj7O6OvaMjFTt04MymTRQuUwafjh0BqOjnx4U9e2wcqYiISOZTYisiIpIHuHh5cXbLFhKiozFNk5NBQRSvUoWH27fn1Pr1AJzesAFXHx8bRyoiIpL5tCqyiIhIHlCqfn18OnViXu3aGA4OlKxVixoDBmCJiWHVCy+w3d8fx0KFeHLWLFuHKiIikumU2IqIiOQRjceNo/G4cWnKHJyc6LhqlY0iEhERyR4aiiwiIiIiIiK5mhJbERERERERydWU2IqIiIiIiEiupsRWREREREREcjUltiIiIiIiIpKrKbEVERERERGRXE2JrYiIiIiIiORqSmxFREREREQkV1NiKyIiIiIiIrmaElsREZEHVFhYGLGxsbYOQ0RE5L4psRUREXkAWSwWKleuzPbt220dioiIyH1zsHUAIiIicv/CzoXR9cuu1vNjEccY3248zX2aM3D+QGITYnGwd2D6C9OpV74e48ePB6Bx48a2CllERCTTKLEVERHJAyp5VGLXmF0AJCYlUvqN0vjV8qP/t/0Z89wYnq7+NKv3rmbk4pEEvxHM+++/T5kyZWwctYiISObQUGQREZE8JuhgEBXcK1CueDkMDK7GXgXgSvQVPIt6EhERAcDKlSttGaaIiEimUY+tiIhIHrPgrwV0q9cNgGnPT+PJaU8yYtEIkswkNr21ib59+gJQq1YtW4YpIiKSadRjKyIikofEW+JZuXslnet2BmBG8Az8u/hz+qPT+Hfxp+/cvqxcuZJnnnnGxpGKiIhkHiW2IiIiecjP+36mtldtSrqUBGDu5rl0qN0BgM51O7PlyBYA5syZY6sQRUREMp0SWxERkTwkcFugdRgygGcRTzYc2gDA+tD1JFxMAMDd3d0m8YmIiGQFzbEVERHJI6Ljoll7YC1f9vjSWvZVz694fcHrWJIs5HfMT3xQPO+8844NoxQREcl8SmxFRETyCGcnZy5Ou5imrEnFJmx/bzsAP/zwA10vdmXs2LE2iE5ERCTraCiyiIjIA6Jr164AODo62jgSERGRzKXEVkRE5AFgsVgAWLBggY0jERERyXxKbEVERB4A48aNA/7ttRUREclLNMdWREQkjylSpAhXr17NsFxERCQvMkzTtHUM98wwjNwbvIiIiIiIiNzOSdM0vW93U65ObEVEREREREQ0x1ZERERERERyNSW2IiIiIiIikqspsRUREREREZFcTYntPTAM43XDMPYZhrHfMIwhKWXFDMNYaxjG4ZR/XVPK7QzD+NYwjE2GYVRLKdtpGEbNlGMHwzCiDMPokar+7YZh1LbFuz0oDMMYmtJ++wzDCDQMI79hGC0Nw9hhGMYuwzD+v70zj7GrquP459spFMpqlEUoCFigCLRoS6FTKaRQjEjBikoboKjBCFILihhIXCLGiKC4gIoKGBQEArUsUigGEHQYkKWUgZayaIFCKZuypAGp/frHOY+583rf7cKbeTPp75NM3jvL797cfN8595zf+Z0zf5c0vNNs3XAAAAklSURBVMRuUtanK39OLJQdJOk+Sefk9JGSri2UnynpiUJ6sqTre/tZ1yca6CpJ35f0mKSFkmZW2G8u6VlJFxTyQtcWU6Zroex8SW9U2I6U1Jntu2q2oWvradBeL5e0KOddImmDBrbnZNuFkn4uSTk/dO2HNNB6hqQnJFnS+wp1Y9zUD5G0ex4f1f5ek3SqpFG5j+2SdIOkzUtsd5B0e26vj0g6pVC2naTbJF0naVNJW0p6udCmx+XfyLCc3kLSK5JiDtMEKnS9qpC3WNKDFddoy230z4W8PfPv4tLcpkcVryFpmqTltT5e0t6SHnq3zxM/irVE0l7AF4GxwCjgcEm7AmcAt9reFbg1pwEOBe4BpgCn5by7gPb8fRSwqJaWtAmwCzC/1x9mPUXS9sBMYIztvYA2YCrwK+AY2/sAfwS+WWL+EjDZ9t7A8cAfCmUnAQcAbZJGkHQeVygfB7wmaeucbgc6mvZg6zkVun4O2AEYYXsP4MqKy3wPuKMuL3RtIRW6ImkMsGWF7WDgMuBE23sCBwFv5+LQtYVU6Ho5MALYG9gYOKHEth0YD4wE9gL2BQ7MxaFrP6NC6w7gEOCpOpMYN/VDbC+yvU8eI40GlgOzgYuAM/K4aDZweon5CuC0/A7eHzhZ0ody2UzgK/k6x9r+D/A8sEcubwfm0a3//sA9tlc2+xnXRxrpavvoQv4s4E8VlzkFWFiX9zXgCOA+UpvuAj4gabNc3g48Cny4kH7XfXFMbNeePYC7bS+3vYI0CJ4CHAlcmutcCnwyf28DVuY/5bwOuhtoO3AhsE9OjwUesP2/3nyIgMHAxnngOxR4DjBQ8zRukfN6YHue7Vr+I8BGkobk9KB8jZWkE8dfBF5V98rv9qTOoaj9XU19qqBM15OAs2ovQdsvlBlKGg1sA9xSVxS6tp5VdJXUBpwLfKPC7lDgIdvzAWy/XOhbQ9fWs4qutuc4A/wDGFZiZ2AjYENgCLABsCyXha79kzKt59leXFI3xk39n4OBJ20/BewO3Jnz/wIcVV/Z9lLbD+Tvr5MmQdvn4jXR+ydEm+0LiroCkFfOPwtcUWaQV9I/QXJMFGmjZ1+8ErgX2C+XjwZ+QZN1jYnt2vMwMEHSeyUNBQ4jrQZtY3sppAYM1LzBc0me5OuB83Je0fPYTuoQ3spejPAe9zK2nwV+BDwNLAVetX0LaWVgjqQlwHHA2au51FHAPNtv5fRFJG0H2a55ru4C2iXtDjwO3J3Tg0mrDfc278nWbyp0/SBwdA5PvClHWPQghzT9mHJPc+jaQip0nQFcX+t3G7AbYElzlbYZFCfBoWsLqdAVgByedhxwc4ltJ3B7tlsKzC1oGLr2M1andQkxbur/TKV7ovMwaWUO4DOkMXFDJO1EWqW7J2ddAPwaOJEUYQM99d4FuBoYk9Ohd+9R1LXGAcAy2483sPkpycFcv4L+M+BGUpRMrb3X+uJNcv2/0rNdx4ptX5NflD8keaVuJoW+rKiov8L2VNvjbHflvMXAhpK2JYVcLaLbixGeqF5Gaf/zkcDOwHbAJnmvzleBw2wPA35H9wu17Bp7kn4HX6rl2Z5r+yO2TytUrXkd24FO0grEfqROfZHtN5v5bOszFboOAd60PQb4LXBJifmXgTm2n6kvCF1bSwNdp5MGUOevxnww8FHgmPw5RdLBELq2mor2WuOXwJ22/1ZiO5wUPTWMtOozUdIECF37I2ugdQ9i3NS/kbQhaSJ7dc76Aim0+H5gM+C/FbabkiImTrX9GoDtp2xPsD05r+ZCbrOSdgYW5zaqbD+a1IaDJlKia41pNF6tPRx4wfb99WU5ImM/28cWoilqffFY4F7bTwLDJW0FbGr7n+/2OWJiuw7Yvji/OCcAr5A8wMskvR8gf5aGOxboBD4NLM0hV3eT9gyNzd+D3uMQ4F+2X7T9NmnfwHhglO2aB/Equr1IPchhF7OB6blRVlHzOrYDnbnT3oi01y88js2lTNd2YAnpRQpJt5EltuOAGZIWk1YWpkuqWrEPXfuOMl2/CwwHnsiaDVXhQKACS4A7bL9kezkwB6g6YCZ07TsatVckfQfYirRHq4wppC1Bb9h+A7iJtO+uEaFra2mo9VoS46b+wcdJod/LAGw/avtQ26NJE6DScVGOwpgFXG67ar8meXXwPcBkku4A9wOfJ/2WGh4YGKwzPXSFd86p+BRpTFzGeOCI/B6+kuRkvKxBXUjtdF+So7mm6xLSSnFTnFMxsV0HaodOSNqRJPgVpJCZ43OV44HrVnOZDtIKYU3YTmA68LzTxvmg93ga2F/S0Lx34GBgAbCFpN1ynUmsuhEeSVuSQivOtL0mA6IFJA/1AaTDDwAeJIXchIe5uZTpuhC4FqidXn0g8Fi9oe1jbO9oeyfg68DvbZ9RX69A6Np3lOl6nu1tbe+UNVtue5VTzEkhjSOz7WCS/gsq7hW69h2l7VXSCcDHgGlufDjM08CBSqfjbkDSdZX+ukDo2loa9c1rS4yb+gc9VvAKY+JBpEM3L6w3yLpfDCy03TAaro5O0qFERb1PJdpsb1G2MnsI8KjtJWUGts+0PSy/h6cCt9muisZ4HXiGdKhnr+gaE9t1Y5akBcANwMm2/03ajzlJ0uOkSdHq9md2kPYNdMI7+3LbiAbb6+RV2WuAB0intA0CfkM67XqWpPmkvV2nA0g6QtJZ2XwGaaXoW+o+Bn3r+nsU7mXSPpKXsqcakua7EFo3lQpdzwaOktQF/IB8yqqkMZLqDztY03uFrn1Eha6lFNtr7pvPI4UsPkjyRt9Yca/QtY+o0PVC0iFunbl//Tas0l6vIa0KdZG2A823fUPFvULXFtJIa0kz85kWw4CH1qA/jnFTi8lny0yi5wm50yQ9Rjrh9jnSVq7av/GZk+uMJ42rJhbGToet5nYdpP269+V0tNleooGuULLntk7XdaEDGFLY+tVUXZX6+yAIgiAIgiAIgiAYmMSKbRAEQRAEQRAEQTCgiYltEARBEARBEARBMKCJiW0QBEEQBEEQBEEwoImJbRAEQRAEQRAEQTCgiYltEARBEARBEARBMKCJiW0QBEEQBEEQBEEwoImJbRAEQRAEQRAEQTCgiYltEARBEARBEARBMKD5P2+Akr25FFmYAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "custom_layout = StationPlotLayout()\n", + "custom_layout.add_barb('eastward_wind', 'northward_wind', units='knots')\n", + "custom_layout.add_value('NW', 'air_temperature', fmt='.0f', units='degF', color='darkred')\n", + "custom_layout.add_value('SW', 'dew_point_temperature', fmt='.0f', units='degF', color='darkgreen')\n", + "custom_layout.add_value('E', 'precipitation', fmt='0.1f', units='inch', color='blue')\n", + "ax.set_title(str(ob.getDataTime()) + \" | SYNOP/METAR Surface Obs | \" + edexServer)\n", + "stationplot = StationPlot(ax, data['lon'], data['lat'], clip_on=True,\n", + " transform=ccrs.PlateCarree(), fontsize=10)\n", + "custom_layout.plot(stationplot, data)\n", + "fig" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.6" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +}