mirror of
https://github.com/Unidata/python-awips.git
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318 lines
295 KiB
Text
318 lines
295 KiB
Text
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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"%matplotlib inline"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"\n",
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"Station Plot with Layout\n",
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"========================\n",
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"\n",
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"Make a station plot, complete with sky cover and weather symbols, using a\n",
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"station plot layout built into MetPy.\n",
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"\n",
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"The station plot itself is straightforward, but there is a bit of code to perform the\n",
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"data-wrangling (hopefully that situation will improve in the future). Certainly, if you have\n",
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"existing point data in a format you can work with trivially, the station plot will be simple.\n",
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"\n",
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"The `StationPlotLayout` class is used to standardize the plotting various parameters\n",
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"(i.e. temperature), keeping track of the location, formatting, and even the units for use in\n",
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"the station plot. This makes it easy (if using standardized names) to re-use a given layout\n",
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"of a station plot.\n",
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"\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"The setup\n",
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"---------\n",
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"\n",
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"First read in the data. We use `numpy.loadtxt` to read in the data and use a structured\n",
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"`numpy.dtype` to allow different types for the various columns. This allows us to handle\n",
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"the columns with string data.\n",
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"\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"from awips.dataaccess import DataAccessLayer\n",
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"from dynamicserialize.dstypes.com.raytheon.uf.common.time import TimeRange\n",
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"from datetime import datetime, timedelta\n",
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"import numpy as np\n",
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"\n",
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"import cartopy.crs as ccrs\n",
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"import cartopy.feature as cfeature\n",
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"import matplotlib.pyplot as plt\n",
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"import pandas as pd\n",
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"\n",
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"from metpy.calc import wind_components\n",
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"from metpy.cbook import get_test_data\n",
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"from metpy.plots import (add_metpy_logo, simple_layout, StationPlot,\n",
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" StationPlotLayout, wx_code_map)\n",
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"from metpy.units import units\n",
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"\n",
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"def get_cloud_cover(code):\n",
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" if 'OVC' in code:\n",
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" return 1.0\n",
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" elif 'BKN' in code:\n",
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" return 6.0/8.0\n",
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" elif 'SCT' in code:\n",
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" return 4.0/8.0\n",
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" elif 'FEW' in code:\n",
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" return 2.0/8.0\n",
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" else:\n",
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" return 0\n",
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"\n",
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"# Pull out these specific stations (prepend K for AWIPS identifiers)\n",
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"selected = ['PDX', 'OKC', 'ICT', 'GLD', 'MEM', 'BOS', 'MIA', 'MOB', 'ABQ', 'PHX', 'TTF',\n",
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" 'ORD', 'BIL', 'BIS', 'CPR', 'LAX', 'ATL', 'MSP', 'SLC', 'DFW', 'NYC', 'PHL',\n",
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" 'PIT', 'IND', 'OLY', 'SYR', 'LEX', 'CHS', 'TLH', 'HOU', 'GJT', 'LBB', 'LSV',\n",
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" 'GRB', 'CLT', 'LNK', 'DSM', 'BOI', 'FSD', 'RAP', 'RIC', 'JAN', 'HSV', 'CRW',\n",
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" 'SAT', 'BUY', '0CO', 'ZPC', 'VIH', 'BDG', 'MLF', 'ELY', 'WMC', 'OTH', 'CAR',\n",
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" 'LMT', 'RDM', 'PDT', 'SEA', 'UIL', 'EPH', 'PUW', 'COE', 'MLP', 'PIH', 'IDA', \n",
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" 'MSO', 'ACV', 'HLN', 'BIL', 'OLF', 'RUT', 'PSM', 'JAX', 'TPA', 'SHV', 'MSY',\n",
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" 'ELP', 'RNO', 'FAT', 'SFO', 'NYL', 'BRO', 'MRF', 'DRT', 'FAR', 'BDE', 'DLH',\n",
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" 'HOT', 'LBF', 'FLG', 'CLE', 'UNV']\n",
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"selected = ['K{0}'.format(id) for id in selected]\n",
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"data_arr = []"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [],
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"source": [
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"# EDEX Request\n",
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"edexServer = \"edex-cloud.unidata.ucar.edu\"\n",
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"DataAccessLayer.changeEDEXHost(edexServer)\n",
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"request = DataAccessLayer.newDataRequest(\"obs\")\n",
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"availableProducts = DataAccessLayer.getAvailableParameters(request)\n",
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"\n",
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"single_value_params = [\"timeObs\", \"stationName\", \"longitude\", \"latitude\", \n",
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" \"temperature\", \"dewpoint\", \"windDir\",\n",
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" \"windSpeed\", \"seaLevelPress\"]\n",
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"multi_value_params = [\"presWeather\", \"skyCover\", \"skyLayerBase\"]\n",
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"pres_weather, sky_cov, sky_layer_base = [],[],[]\n",
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"params = single_value_params + multi_value_params\n",
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"obs = dict({params: [] for params in params})\n",
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"\n",
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"request.setParameters(*(params))\n",
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"request.setLocationNames(*(selected))"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Here we use the Python-AWIPS class **TimeRange** to prepare a beginning and end time span for requesting observations (the last hour):"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [],
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"source": [
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"# Time range\n",
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"lastHourDateTime = datetime.utcnow() - timedelta(hours = 1)\n",
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"start = lastHourDateTime.strftime('%Y-%m-%d %H')\n",
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"beginRange = datetime.strptime( start + \":00:00\", \"%Y-%m-%d %H:%M:%S\")\n",
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"endRange = datetime.strptime( start + \":59:59\", \"%Y-%m-%d %H:%M:%S\")\n",
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"timerange = TimeRange(beginRange, endRange)\n",
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"\n",
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"response = DataAccessLayer.getGeometryData(request,timerange)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {},
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"outputs": [],
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"source": [
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"station_names = []\n",
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"for ob in response:\n",
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" avail_params = [x.decode('utf-8') for x in ob.getParameters()]\n",
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" if \"presWeather\" in avail_params:\n",
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" pres_weather.append(ob.getString(\"presWeather\"))\n",
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" elif \"skyCover\" in avail_params and \"skyLayerBase\" in avail_params:\n",
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" sky_cov.append(ob.getString(\"skyCover\"))\n",
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" sky_layer_base.append(ob.getNumber(\"skyLayerBase\"))\n",
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" else:\n",
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" # If we already have a record for this stationName, skip\n",
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" if ob.getString('stationName') not in station_names:\n",
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" station_names.append(ob.getString('stationName'))\n",
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" for param in single_value_params: \n",
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" if param in avail_params:\n",
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" if param == 'timeObs':\n",
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" obs[param].append(datetime.fromtimestamp(ob.getNumber(param)/1000.0))\n",
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" else:\n",
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" try:\n",
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" obs[param].append(ob.getNumber(param))\n",
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" except TypeError:\n",
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" obs[param].append(ob.getString(param))\n",
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" else:\n",
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" obs[param].append(None)\n",
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" \n",
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" obs['presWeather'].append(pres_weather);\n",
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" obs['skyCover'].append(sky_cov);\n",
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" obs['skyLayerBase'].append(sky_layer_base);\n",
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" pres_weather = []\n",
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" sky_cov = []\n",
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" sky_layer_base = []"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Next grab the simple variables out of the data we have (attaching correct units), and\n",
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"put them into a dictionary that we will hand the plotting function later:\n",
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"\n",
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"- Get wind components from speed and direction\n",
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"- Convert cloud fraction values to integer codes [0 - 8]\n",
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"- Map METAR weather codes to WMO codes for weather symbols"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 9,
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"metadata": {},
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"outputs": [],
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"source": [
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"data = dict()\n",
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"data['stid'] = np.array(obs['stationName'])\n",
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"data['latitude'] = np.array(obs['latitude'])\n",
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"data['longitude'] = np.array(obs['longitude'])\n",
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"data['air_temperature'] = np.array(obs['temperature'], dtype=float)* units.degC\n",
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"data['dew_point_temperature'] = np.array(obs['dewpoint'], dtype=float)* units.degC\n",
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"data['air_pressure_at_sea_level'] = np.array(obs['seaLevelPress'])* units('mbar')\n",
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"\n",
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"direction = np.array(obs['windDir'])\n",
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"direction[direction == -9999.0] = 'nan'\n",
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"\n",
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"u, v = wind_components(np.array(obs['windSpeed']) * units('knots'),\n",
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" direction * units.degree)\n",
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"data['eastward_wind'], data['northward_wind'] = u, v\n",
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"data['cloud_coverage'] = [int(get_cloud_cover(x)*8) for x in obs['skyCover']]\n",
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"data['present_weather'] = obs['presWeather']"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 10,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"['K0CO', 'KMLF', 'KCPR', 'KLNK', 'KFSD', 'KPIT', 'KMRF', 'KCLE', 'KFAR', 'KOLY', 'KBDG', 'KTTF', 'KGRB', 'KBDE', 'KOTH', 'KUNV', 'KBIS', 'KMSP', 'KLAX', 'KNYC', 'KELP', 'KSAT', 'KORD', 'KPHX', 'KEPH', 'KGJT', 'KGLD', 'KICT', 'KDFW', 'KATL', 'KCLT', 'KRAP', 'KACV', 'KABQ', 'KSEA', 'KLBF', 'KOKC', 'KBIL', 'KDRT', 'KVIH', 'KELY', 'KFAT', 'KHSV', 'KLBB', 'KPDX', 'KMSO', 'KUIL', 'KTLH', 'KPIH', 'KMIA', 'KMLP', 'KMSY', 'KTPA', 'KHLN', 'KHOT', 'KHOU', 'KIDA', 'KPUW', 'KLMT', 'KOLF', 'KPDT', 'KBOI', 'KPHL', 'KCAR', 'KCRW', 'KDSM', 'KJAN', 'KLEX', 'KIND', 'KMEM', 'KBOS', 'KBRO', 'KSYR', 'KRIC', 'KBUY', 'KSLC', 'KCOE', 'KRNO', 'KRUT', 'KNYL', 'KPSM', 'KRDM', 'KFLG', 'KWMC', 'KCHS', 'KJAX', 'KMOB', 'KSFO', 'KSHV', 'KLSV']\n"
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]
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}
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],
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"source": [
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"print(obs['stationName'])"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## MetPy Surface Obs Plot"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 12,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"image/png": 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+3MXLH84p9pizPhhIr97dmT5xRJmPJ0mSJJXOhRgDwq4aotEW+3cKAAOh8EyTLEyNiy8rSZIkPXmysjUMGzWViPALvPnxr1hY2Za6Da1Gw6Ivx2DIPf5c+z2mJo/uj8rNW4n41WlWooCt0gyJNDQ0YvAbH9Oh90h69XqOjdtCytxWQAMfrkeGl+iYI977nkU/z2X8pDksW7GZhQuXc+VKxQSlkiRJkqq2u5aqjloMDUp201AIiLpdaf5kSZIkSf+izMwsBgz5gMjIq4z5ZHnZgjWtlt9nf8i9tETWr/z2kQZrAJ/PWlrisv9Khk3RaEgf1wvh6Ib59MVkhx7g3sJPQVHAzAKzd7/BwMM7p/z50IMs+nIsb44bx4S3nyv18VLTMqlevQnfrDmFsbFpseWvXTpDyM617Nq4KGebk5MDTz3Vjh49nqJdu0Ds7Er/wZAkSZIKp9VC0CkjEtNKFojZWmjp3jC7gnslSZIkVSapaZk8O/htMu5pGTVxLiamZqVuQ1EU1i2YwdWIEwRtWYSdrWUF9LTkEhJTaBDwFClJ8ZUnw5a1cREGXrVyvs788X+Yvf89Fj9uw7jDM9xbOTtPed+A1rz39TqWLFrCiNdnci+rdH+gLS1McXLz5Fb0lRKV96rpz8DXpgLQoUNrzM3NuH07nlWr/mD48DHUqNGM5s27MX361xw8eJR79+6Vqj+SJElSQQYG4ONW8ixbcrogJaOCOyVJkiRVGkl30+j+zGtohSmvTp5XpmANYMvy74g4dYjNf8x/5MEawFc/rKBuozYlLl/hAZv2dgyaY7sw6pYrUyYESloKAEpqMsLBtUA9Fw9v3v9mAxcvRtKl5yvcup1UquN616zNjajih0Xmt3LVAq5dCyU4eB2TJo2jfn0/hBBERFzmu+/m0avXULy8AujZcwhz5y4hPPwicmkESZKksnGx0ZaqvBwWKUmS9N9wOz6Zbj1fxsreg5EfzMbI2KRM7QSvX8Df+/5k88ZFuDg9+hFzySkZLF+yiK6D3ipxnVLNElkWmfOmYzJyEkp6Ss42s3FfkD51BMLEDCyssPj2D711LaxseWPaItb/MpP2HQexYsXPBNSrXqLj+vrW5npkOM1K2M/7QZeRoSGGhgY0btyAxo0b8P77b5GSksqhQ8fYvn0XQUF7uH49hkOHjnHo0DEA7Oxs6dixNT16dKZDh1Y4OTmW8KiSJEn/bVZmYCBAU4KyWkVwO7lkk5RIkiRJj6+EpFS6PP0i3r5NGPjaNAwMynaz7sD2FezetJhtW1fgVcWpnHtZNt/NXUN138ZU8a5T4joVeqsy+0gwws4RQ5/6ebbf++MXzKcvwXLpEYy7DCRz/oxC2zA0NGLga9Po9Owr9Ok9hHWbD5Xo2PX8fbh59UGGTVEUNv76FfM/eV1veY1GoztewbfEysqSrl07MGvWx5w+vY8zZ/YzZ87n9OjRGSsrSxITk9iwYSuvvPIuPj4tadSoE5MmfcLevYfIyMgsUX8lSZL+i4QAJ+uSZ9lSMmXAJkmS9KSbv2QTNg6uDHp9epmDteN7N7Fl+besX7cEnxru5dzDsknPuMeSBb/w9OCSZ9eggjNsmrPH0YTsJPXYHsjKRElLJn3qCLTXLmHo20jtQLvepE95sdA2dm/6FY9qdWjbfQiuVarz7ti3CL8whknvDiny2I0b1uazmeGkp97lp2kvc/HMUQBaPNVfb3mttuTPyXl4uDFkSH+GDOmPVqvlzJnzBAcfYPPmIEJDTxMZeY25c5cwd+4SjIyMCAioR+/eXenUqS3+/nUQQl5wSJIk3edup3ArSUFT/HPXZNyTvz8lSZKedKtWrKHn0PFlvmY+dTSY1fOmsWr1Ehr4e5dv5x7CTwv/xM2rFt61G5aq3r+2Dlv2ycNkrZuP2UcLSB3aFIuv12PgWYOsv1aSfWw35v+bV6DOwb9WseyHCQigTfchDHnrU+Jiopg7fSRNmrfklx8nYVrIojyhYWfo2KFvztdPPTuKfi9PLjRKz0hL4Z0B/iQkRJTp/O5LT88gJOQ4f/21h+3bdxEVdS3PfmtrK9q1a0mvXl3p0KE1bm4uD3U8SZKkx11SmmDHKSOyS7Amm0BhQIss9AyGkCRJkp4Ah4+FM3Toq8xcdAADQ8NS179w8jALPhvNkt/m81S70gVGFeleVjb1A57mhXFf4VO/BQBv9KhWolkiK/wZtvyEoRFmYz8n45PX1SnCrGwxe/urAuWiLpxk+ewPeeX112nQwI+3x4zn3D/7Gf/VWt7/ZgOLvhxDl56v8PNPM0hMSuXqtViir8eyZ/ceDu7eUaC9boNGF5lS1WpL8gRF8czNzejYsQ0dO7bh88//x61bt9mz5yDbtgWze/dBkpLusmXLTrZs2QmAp6c73bp14umnO9GqVTMsLMzLpR+SJEmPCxtzhZLeOjQ0gNRMsJG/KiVJkp5I8xetJbDzgDIFa5HhoSz4bDQ/zv2+UgVrAL8s3Y6NvUtOsFYa/1qGrTRS7iYyeXhLGjZuStBWdW202FvxdOk2hOvXonhh3Be06PgsGxZ/yuEda7F1cCYtJZnEOzcBMDI2ZdBrU6nh1wT3arV5s5c6UclPWyILTa0mJ93hg+cbP3SGrSiKonD+/EV271aHTx4/HkZWVlbOfkNDA/z9fenTpxtPPdWOBg3qlnncriRJ0uNk91kjYpOK/31nbKjQqnY27nZydl5JkqQnTVp6JnX82jHh2404uVUtVd3rV87z/eShfPblJwwd2KmCelg2Go2Whk178+zIyfg37ZCzvdJm2EpixZxJmJmbs23TLznbXF0cOHliO2Pf/Yyl377H3/s28/xbn3LyyC5uRKlBVr1mnRg1cQ6mZhZ52vtqZSjvPxfAjNFd+WhuwewbgCa74hdjFULg5+eDn58Po0e/RGZmJseOhbJjx162bt3JxYtXOHnyLCdPnmXmzG+xsDCnVavm9O7dlTZtWlC9elX5/JskSU8kdzstcXcF2mL+bmm1kJopoMQ5OUmSJOlxsWx1MF416pY6WLt1/Qo/fvQikz/6X6UL1gCWrdmFkbEpdZu0L1P9Spm+MTO3wtzCUu+MjT/Mmsgnn03lzPHd/G9EILeuX6bvSx/y05ZI2vcaxidvdSf+1nV+nTWefw5sAcDKxp63Pv6VmKgLANyJvcbHb3QB1HGuc6a+hFZT8QFbfqamprRp04Lp0z/g2LEgLl06yuLFPzBo0DM4OtqTlpbOzp17GTduMk2adKZatcYMGDCS+fN/4/Tp82i1pVu/SJIkqbJytVUwKMH9KI0iSMmQN64kSZKeRMuWrSaw6+BS1YmPu8EPk4fyxtgxvPZSzwrq2cOZ8+MCug4cXebES6XMsLl4eBN2eHuebYqiMGfOIqZM+TxnW83afly6cI57GWmEhx1k1dypjP1kGQ4uVQq06d+0Q4HMW24azaMPfhwc7Onbtzt9+3ZHURQuX45i1679bNsWzLFjJ0hOTiE4eD/BwfsBMDMzIyDAn65dO9C6dQsCAvwxMSnbooKSJEmPkq1FyZ9ju5tWoV2RJEmSHoFzEdFcvnCWV/7XtcR17ibe5odJQ3n+xRf5YGzpAr1/k42tHYm3b5a5fqUM2Fy9apGRnvcv8p9/bmfKlM/x9vZiy5bf8fBwA8DFtS7bVv7IX2vmMv6rtTi7VyvTMdVp/SvPXVshBDVrelOzpjevvDIMRVGIiLjMoUPHCA7ez6FDx4iPTyAk5G9CQv4GwMjIiLp1a9O5czvatQukadMALC0LD1IlSZIqCwMBDpYKcSVYGFuuxSZJkvTkmffLepp3eAZjE7MSlU9NTmL2/16gW8+ezJg8soJ793BmTh/PoIHDCewyAHNLm1LXr5QBm1cNPzTZWXm2PfNMd70TgihaBWtrS4ShCd9OGMSoiT/RoEXnUh9Tq9VUpnitACEEtWvXpHbtmowY8RwA167d4PDhY+zefYB9+0K4ceNmzjNws2b9jIGBATVretOpUxvatWtFYGAT7O3tHvGZSJIk6edur+VOSvHPsaXLtdgkSZKeKFnZGjZtWMcbUxeWqHxGeio/TRtBsxYt+PazMRXcu4fXsmltmrduT9Dan3lm+Aelrl8pAzZ7Z3VI47XoWLw8XYssa2xsRMuWTfD29iI6NoW5H4+iRcdnEfpmVyxi3Kgm615ljtf08vLywMvrGQYNegaA27fvEBLyN3v3HmL37gNcvnyViIjLRERcZt683wDw9PSgfftAOnZsQ2Bg05xMpSRJ0qPmaqNwVoC2mLGR2RrQaJFrsUmSJD0hNmw+iLWdE5416hZbNuteBvNmvELNWjVYMHsiBiV5ALoS+HT6WDp1fIb2vYZj51h0fJNfpQzYDAwMMDQ04p+w88UGbAYGBixe/AN9+w6nW7eO9O/3M6+/MhYDA0NcPGrklEtNTsTKxr7QdtQJPB6Pb3hhnJwc6dWrK716qWN/795N5tixUPbvDyE4eB/nzkUQHX2D5cvXsXz5OgCcnR1p1aoZnTu3IzCwGTVqVJMzUUqS9EjYWyrFBmsg12KTJEl60iz5bS2tSjDZiCY7i4VfjMHB3obli2bqnaCwsqpd04Oezw5iy/JvGTr28+Ir5FJpz9LEzJxz5y6VqKyFhTmrVs1n7do/SU26w7lzh7BzcODP374keKO6jtvhHWuo3SCw0DYq+5DIsrCxseapp9oybdr77N+/iejoMLZuXcGkSW/TvHkjTE1NiIu7w8aN2xkzZhJNm3bB27sJAwe+zLx5v3Lq1Dk0mvJZUFySJKk4BgbgYFV8xCbE/an9JUmSpMdddMwdQo8eoFmHPkWW02q1LP3ufYQ2k7W/f42xUekX1n7UZkx5lbDDQcRcLd26z5UywwZgbmnDpUslX6Tb3t6ONWsW0bPnEBwd7Tl/Zjeduw1l7bzpbPr1K+oEtOGFcfqj2fCwg0ReCEXRavH3b8PixbNp3rxReZ1KpWFmZkpgYFMCA5vy/vtvkp2dzZkz4Rw6dIygoD0cPx7K3bvJ7Ny5j5079+XUCQioT9eu7WnVqjmNGtWTM1FKklRharlqSUwVZGuLGMKuhTS5FpskSdITYcGSTTRs2aXIyTgURWH13Ckk3Y7mr80LMTd7PK9FXZxseXHUK2z89Uten7KgxPWEopT8D54QQpm7teRB1MP4bFwvPFwc2Lb5l+ILF+HYP2d5tu+LWNs5M3VecKHlThzazqLP3yIu7uxDHe9xlncmyn0cOnSc+PiEPGWMjIzw96/DU0+1o23bFjRtGoCVleUj6rEkSU+abA1sOG6MppCAzUAoWJpCx7pZWJj+y52TJEmSypVWq9CgSS8GvzETn/otCi33x+LPuRB2gJ3bf8XB3vpf7GH5S03LpEGjbox8/3u+fn8AilLMTFtU4gybnaMbsbeularOygYdMLayRBgaYGBkRN/dG2jWuC6Tp0xg58SPSOlRDcsVJxC2DgXqRp4/gaW1bXl1/7GkbybK6OgYDh9WlxLYv1+diTIs7AxhYWeYNWsuQgi8vb3o0KE1rVo1o3nzRnh5VZHPwUmSVCZGhlDNUcvlOAPyj1M3NFCo6qilaQ2NnHBEkiTpCRC8P4ysrCxq1WteaJmgtT9z+uhOgrYve+yDNQBLC1PGjX+b3xZ9WuI6/0rAplU0fLarF3bmbrzZajGKovDn2a/45/pWDIQBbasPo1Otl/J2zNhENxFI6fTctBQzx7wBWU17G65oshHOBRfUvu96ZDgubnLGxPw8Pd0ZOLAPAweq44rv3IknJORvdu8+qJuJMoorV65y5cpVFi9eAYC1tRUBAfXo0KEVzZs3JiCgnszCSZJUYj7uWqLuGKDJ+ROgYGgAzWtoqOZc+r8LkiRJUuW0cPFaWnUZVOiN/sQ7sfy1+if27tuEh1vBhMvj6o2RvfllXsmWMIB/KWDbdXERbta1yMhOAeBw1BoS0mOY2mUXBsKAuxm3C9TJSEvFzKxkC+cV596adWwG6hSR9Ll9M4qAhv7lcrwnmaOjAz17dqFnzy4APP/8q5w6dZ5hwwayZ89BTp48S3JyCvv3h7B/fwigZu6qVq1CYGCznGGUtWpVx0Df0guSJP3n2VsqmBtDSqY6BNLcBNr7ZclZISVJkp4gCUmp7A+1YIn4AAAgAElEQVTexkc/7yy0zK6NC+nSsy+1qrv/iz2reMZGhvxvyvu89tLLJSpf4QFbQloMp2/u4uk6bxF8UX0ebd+VZYxs9gMGQr1gtzFzKlAvMz0VG0uL0h1MCLb1ewmEwG/Ec/iOeI6orcE4VvciBorM2N1NiKN+g+LXfpDyOnXqPJ06tWHChDFMmDAGRVG4cuUqx46FcuBACIcOHePKlatERUUTFRXNypUbADA3N8fXtxaBgU1p2jSAgAB/vL2ryqGUkiQBUNtdwz+Rhng5amlWQ8NjOBmYJEmSVIQly//Cp14LbB30L+GVnnqXQ3+tYkfwhn+5Z/+OAX3a8loJy1Z4wLbm5HSerTeJTF12DeB2ahR/R28i9MZfWJk6MLjhdFysquepdy8zDUuX0g1R7L19JZburqTH3WHbsyOw9alB6Kyf6L5uCQa/LEeTnVVo3Yy0VNq2blK6k5O4efMWffo8nfO1EIIaNapRo0Y1Bg9WF/ROS0snLOwMx46dYPfug5w4cZKkpGROnDjFiROncuqamZlSu3ZNAgOb0qxZIxo29KdGjWoyEydJ/0E1XLTYWCi42cqZICVJkp5EK39fTaf+bxS6f9/W5TRt1R4/H89Cy0RHx2BiYoyLS8HkT2VXmgW/K/RK+FRMMNamjlSzr59ne7bmHsaGpkzstJk23s/z29/vF6ibdS8DK2urUh3P0l2N0M2dHanWqws3Dx0lOSqa9W1786FGi2FSPGlje6KNv5WnXlL8LRRFS2Dz+vqalQoRFnYGrVZLp05tiixnYWFOYGBTxo59hQ0blhAUtAaApUvn8O67b9CyZROsra3IyMjk5MmzzJv3G6NGvUOzZl3x8GhA27a9ee+9aaxevZELFy7JteEk6T/AyBAZrEmSJD2h/g67SGzMNeo166h3f9a9DHZvXMQH40cV2c67706hTp286ywrisL69VvKra+VQYVm2C7dOc7JmJ2cjt1DtiaT9OxkFh8bh525O408ugMQ4PG03oDtXmYGNjYlnwkmKzUNRavFxNqKrNQ0ru86QKMP3uKFiCMAeNcIZHxmJk4/bCkwS2TEqRCMjE0wNq60k2ZWSuvWbcbR0b7UGbA9ew5haWlJr15d6dWra872mJhYQkNPExp6moMHj3L69HmSku5y+vR5Tp8+z8KFywEwNjamVq3qtGjRmBYtGtOwYT18fKpjZCS/f5IkSZIkSZXdvIXraflUfwwN9V+7Hdm1geo+frRq5ltkO19++RGNGj3FuXMR+Pn5cPVqNA0bqkHgs8/2eGIetanQK9y+9SbQt94EAC7EHWZHxHxeavY9G05/TnjcIVpZDibidgiu+YZDAmRnZWJrW/KALT3uNjtfeBMArSabmv1749W5Xc5+K2trtOlpeuteCQ/D2sauNKcmAQcOHKFu3Tqlrnfs2Anc3JwLbHd3d8Xd3ZXu3Z/K2RYbG0dY2BlOnDjFoUPHOHXqHAkJiZw7d4Fz5y6wZMlKQF0frmbNajRv3piWLZvQoIE/vr61ZBAnSZIkSZJUiaRn3GP7pg2M/3KN3v1ajYYd6+bx1dczim3L27sqAN27P8fEiWP58MOZAERG/vPEBGvwiNZh61b7DRYfG0fwxYWYGlnwQuMvCpTJzrqHnX3J10Wz8a5KvwObCt1va2fHSocqjNOzBtuNKDmlf1lcvHiF994bXep64eEXqVnTu0RlXV2d6dq1A127dsjZFhd3h7CwM4SGnubQoaOcPHmWO3cSCA+/RHj4JZYuVX8BGBkZUr16NZo2DSAwsCkNG9bF19cHExOTUvdZkiRJkiRJengr1+/B3asmrp419O4PCwnC2tqGXl0LX5stt2++mc748VP58MOZPPfcs8yd+2V5drdS+NcCttrOgdR2VseYWpjY8mbrJUWWz87KwtG+/LJeTs5OXL4SrXffndhrNGsaUG7H+i9ISUkhOTmF/v17lbru9esxebJopeXs7Ejnzu3o3LkdoAaM8fEJukzcaQ4fPkZY2Bni4u4QEXGZiIjLrFixHgBDQwOqVfOiSZOGtGrVjICAevj5+WBqalrm/kiSJEmSJEkls2zpWgK7Dta7T1EUdqydy5ixr5Z4Uo6RI4cwfvxUWrRo8kQGa/CIMmwlodVk41CKDFtx3NxcOX3qrN59yYm3adCw6Cn9PT0bEh0dBkBQ0B4mTpzJH3/8RkZGBu+8M4WkpLvcu3ePwMBmfPfdTA4cOMKQIa9TrdqDmW1mzPiQDh1aA7B5cxDDhr3JkSPbqV27Zjmd5b/nzz+DMDU1oUqV0q+LkZR0l/btA4svWAoODvZ07NiGjh3bAK8DkJiYxMmTZ3OCuNDQ08TGxnH5chSXL0exZs2fABgYGFC1ahWaNGlIYGBTAgLq4e/vi5mZDOIkSZIkSZLKy6XIm5w//Q/DP5ird3/EqRDSUu7ywqDS3dhv2bIpISHHy6OLlVLlDdi0Wpyd7cutPS9PDzLSUvTuy0xPpX2bZiVqZ+/eQ0yY8DHr1y/Gy8uD/v1fYvTol+jRozMAZ86E55QNDGzKqlUL9Lazbt1mWrZsyvr1W/jww7GlPJtHb/v24DzBaEnFxsah0Whp3rxxBfQqLzs7W9q1C6Rdu0DGjXsFgKSkZE6dOkto6GkOHz7OiROniImJJTLyGpGR11i3bjOgLk/g6elO/fp+NGkSgL9/Hfz8fPD09JDLDEiSJEmSJJXBvIUbaNquFyZm5nr3B62dy8uvjcK4lItvLl/+EzVrNufAgSO0adOiPLpaqVTqgM3VueDzZmVVo7oX9zLTC2xPuB2Doig0a1L8otmHDh1j3LjJrF79C9WrVwPg5s04PDwePP/m71/8JBwpKakcOfIPf/65lCFDXn+kAdvKBh0wtrJEGBpgYGRE390PFic8OfsXjn70BS9cPIKZY97vRWjoadq1K32WbPfuA5iZmT6yyUBsba1p06YFbdq04K231NXlk5NTOHXqHKGhpwkJ+Zt//jnJjRs3uXbtBteu3WDr1uCc+sbGxnh6uuPnV5umTRvi7++Lr28tGchJkiRJkiQVQaPR8se6tbw8YY7e/dFXzhF9+RyjX9a/vygODmqSp3fvF0hIiHioflZGlTZgAwU3t/JbBM+3jrfehbMvnAzB2MQUQ8OiL7YzM+8xdOgbbNq0LM8QxtGjR9CnzzCaN29Mp05tGDq0P7a2NgAcPnyctm170z/8IlkGhnhV88TMwpzM10cwxMmBo32GMTDxLsubdqHdp5PxyjWxxr+p56alBQKylOgYru85iJWnh946N27E5lkwu6RCQv7G2dmxTP2sKNbWVrRq1YxWrZoxevRLAKSmpnHq1DnOng3nzJlwQkNPc/HiFe7eTebKlatcuXKVrVt35rShP5DzwdPTXQZykiRJkiT9520OOoqpmQVVffSve7xz7c88/+IILC0KfyRFX6IhIyGRXSPHMcvVmXOxcdy5dgNHL/3Xr4+rShmw3R+6aGNtWW5t+tbxRlEUsu/dwyjXLIGR4aFY2xY/uYmxsRHNmzdi2bI1fP75lJztQ4cOoFOntgQH72Pr1mCWLFnJ/v3qs1H3h0SubNCBvrvX5wRFgwaNYrBfbXzq+ZJsYsz56BiGPqJgrTAhkz+h+bQP2DG04Ar0p0+fL9GC2fqcORNO9epVy6OLFcrS0oKWLZvQsmWTPNvj4xM4f/4i589HcPr0eUJDT3PpUmShgZyJiTFVqrhTt25tmjYNoG7dOvj6+uDl5fFETTcrSZIkSZJUlMVL1hLY9Tm91z93Yq9x+vgeli6YoqdmXvkTDWHfzqNKu1b02PAr/ex9+PaZYcz8J7iIFh4/lTJgS05KACg261UaFuZmIARxN6Nwr+qTsz0m6gJu7sVH4QYGBixe/AN9+w7nm2/mMn78g0DG3d2VF14YyAsvDCQwsAfnzhWeio2PT2D//hBsjI3586/dHLe0QAjBxx9PeDQX8EKwrd9LIAR+I57Dd8RzRG0NxtLdFcf6fnqrrFu3CQcHuzINa7x27ToDBpR+ZsnKwsHBPicbl1t8fALnzkUQHn4xJ5C7ePEKyckpOYHcli15AzlPTw/8/Hxo2jQgT0ZOBnKSJEmSJD1Jbt1O4ujBXXw8crre/cEbfqFnv0E4O9qUuu2r24LpuWkZAG49u2CxZcdD9bUyqqQB221EBQwjMzIyJjb6ck7AduLgdi6cDuHNsSV7hszCwpxVq+bTo8fzuLg4MWzYQHbu3Ef79oEYGxsTGxtHQkIi7u6uRERcflAxV1AUX7smgwf3ZZibCxG/r6ePtRWht+9wIGgPbbt1LPdzLk7v7SuxdHclPe4O254dga1PDUJn/UT3dUsKrbN/fwh169Yu0/Hi4xMJDCzZuhqPEwcHe1q3bk7r1nnP7c6d+DwZubCwMzmB3P3ZKvUHcrVp1uxBRk4GcpIkSZIkPa4WLNlEvaYdsbIpOKFgSlI8R3Zt4MDBLcU3pCfRkH7rNhZuLgB8s2AWCzzqs3btJgYM6F3ep/HIVMqALSXpDgYGpZsdpiRMTEy5fTMKgF1/LGTtghkMHDKUGVPfLHEb9vZ2rFmziJ49h+DoaM/Bg0eZOHFmzjpe06dPwNXVmYiIyznPsJmbm5Ku1fLuq8NI/HAmnSeMwe+5Z2n0/psIIbgzYCQhUz57JAGbpbsrAObOjlTr1YWbh46SHBXN+rbqhzz1xk02tO/LM8HrsHB1BuDChcu8887rpT5WSkoKWVlZtG/fsvxOoJJzdHQoIpCL4Pz5i7pA7jQXL0bmC+Qe3CHKH8jdz8hVqeImAzlJkiRJkiqtzMwslixcxIjx3+rdv3fzb7Tp1I3qVV2LbUtfouG+5OQUgoP3A/DKK+/KgK2ipSUnYWhY/l0zt7TiTux11sz/mN0bF/HehxOY9MHLJap7fw02AE9Pd8LCdgPQo0dnPvlkUoHybdq04OrVEwW2/339JsZCYOHyYEKV57+bSdDgV0t7Og8tKzUNRavFxNqKrNQ0ru86QKMP3uKFiCM5ZfI/f5eWlkZyckqZfgj27g3B2NgYKyurcjuHx5UayLWgdeu8U8/evn2H8PCLnDt3kTNnCsvIPQjkjI2NcXFxomrVKvj61sLf35caNapRvXpVPD09HtlsnJIkSZIkSQA/LdyEk5sXNf0LLqGVmZHG3s2/sXHT7yVqK3+iIe6fk5i7OBEStIcRYyeRFhvH/YeWLl+OokaNauV1Go9Upbyai7sZhYlp+S9abG1jw+Gda7iXmc73P33HsOd6lPsx8issKEq7eSsnfRu5eQf2fmUbYvgw0uNus/MFNbuo1WRTs39vvDq3K7LOpk07MDExwasMs+8cOnQUB4fiJ3j5L3NycsTJybHYQO7+ZCfJySlcvx7D9esxHD6cd8FIAwOBvb0dVaq44+NTg3r1fPHxqYG3d1W8vb2wtLT4N09NkiRJkqT/mHtZ2fw85ydeGPeV3v2Hglbh17AJjeo/yJRduHCJrVt38uKLg3Km6wf919QN3xtNjIMdKwa/QizQzcSYM/fUWeGbNevKF198xPDhgzA2Nq7Q86xoQlGUkhcWQpm7NaoCu6P6buLzCE0Kh/evK3VdjVZDx++fxd3WlVUjFzB65QccvHwMGzMrLl+5RkZQJmsXLKVju6YV0POC7kZeLRAUNXpvNHtee487p86BEFhXrUKbb2dg7urMBx98zC+/LCvQzoIFsypFanfEiDGcORPOsWNBpa7bp88LZGTcIyhodQX07L8pISExZ1KTK1euEhFxmfDwi1y9ep2EhMQi61pZWeLm5kL16lXx96+Dr29tqlevSvXqVXFycpBDLSVJkiRJeig/zP+D5cvW8c4Xqwrs02iymfpyO36e/x2d2wfkbG/atAuXLkVia2vN/Pmz6KqbST3/NbVzlw5M2x/ChdDTvABUs7GiagN/LF8fzstjJuVcB7m5ufDJJ5Po27d7pVtqyd7eB0VRir3gqpQB24dDm9GzTw/mfDe51HXn7F3EiehTJGem5ARs3ep25JkG3UlMSkFRFOztrCug1w/n5MkztG/fF1CHUw4fPph69XzZty+EL76YTXy8OnNmdHTYI82MNGjQgbZtWzBnzhelrlu/fns6d27Ht9/OqICeSfmlp2cQFXWNK1euEhl5lUuXojh/PoIrV64SGxuHRqMptO6DoZae1KlTk/r1/XKGWlap4i6HWkqSJEmSVKSsbA31A7rz3Juf4BvQusD+o7v/ICRoOYf2LM/ZdvbsBVq37pmn3ODBz/DVV9Owtn7wSM2GDVsZPXoCGRkZWFtbsWjR93TONUosOzsbZ2c/rK2tSE5Wlwvz8anBrFkf06ZN3lFMj1JJA7ZKedWVnHSHXj1LPwHH9cQYgs7vYfxTbzBn36IC++1sK+ezU/eDNSMjI2JiTuW5GPb19eHVV4dx69Zt6tQJxNOzIdevn8TCwvyR9DUm5ia9e3cjOyOTLT2HoMm8h1aTTfU+T9Nk4jhu7DvMkSmfc+7UOVoP7kvb2Z+yc9cBJk6cSVzcbVq0aMzKlRv4/vsFgIKiKAwdOoAxY0ahKArffPMTK1ZsQAiBu7srX345FT8/dVbPBg06YGVlmbPcQ6tWzfjii48eyfvwODA3N8PX1wdfX58C+zQaDTduxBIZeT87F0V4+CUiIi5z/XoM6ekZuYZaHstTVwiBg4MdHh7u+PhUp149P2rXlkMtJUmSJEl6YP6vW7G2c6JOw1YF9imKwo51PzN58vg825ctWwPAgAG98fPz4ZNPvmPVqo3s2nWAJUtm06BBXcaNm8z69eqMkm3btmTRou9wcnLM046RkRG1a9cgKiqar7+exowZ3xARcZlnnhlGSMh2fHJNVvI4qHQZtpirEXz8emfi4s5jZFS6mSKH//YW73R6nZTMVGbv/SUnw3bsaigmhia09wlkao/3MDUq/+fjHoa9vXpBnZBQ+PptACkpqXh5BeDh4caZM/vx9GyYMxlKUNAeJk6cyR9//Mby5Wv57bfVODo+GPe7efNyTp06x5Ahr+Pt7UVmZib9+vViwoQxHDhwhNmzf2HVqgU55UeP/oBu3TryzDPdc7adPx9BYGAP4uLOYWhoSHZqGsZWlmizstjU/TlafjKZXSPH0WPjb/h36MvG0S9xPS2dqVt2sGrVfFq06M78+d/w448LWblyPu7urmRkZLJq1R8MHz6Y+fOXsmPHXn79dTYWFubs2rWf8eOncvjwNszMTGnQoAO7d6/HMddiiVL5UxQlz1DLyMirRERc0Q21jCYhIanI+paWFri5uVCjRjXq1q2Nn19tqlRxx93dFXd310d2s0GSJEmSpH9HVraGhk16MvDV6fg1bltg/5nje/hj8aeEHd+EgYGaYNJoNNSq1YLExCS2bl1BYGBTzpwJ58UX3+TyZTX+sLOzJTExCUNDQ2bOnMhrr71Y6CMcGo2GhIREnJwcSUtLZ8iQ19i79zBTp77P22/nneyvsGtqLy+PQhMNoGby6tRpxYsvDmLq1Pdy2uvVayixsXGYmppiYmLM99/PpH79ugX6+Nhm2E4c3I6FlU2pg7XtZ3fhZOVIgGc9Dlx6MMvhRz3ew9XamXuae7y9dgrf757PB13GlHe3y2zpUvVOwpUrx4spqT5zNG/e17z22nvExd3J2b537yEmTPiY9esX50wG8sYbI3I+TLkFBjZl1aoFpKam0a5dH7qVYimB1av/xMHBPicDaGxlCYA2KxttVjbC0ABDUxNsa1UHIN7JkaNTv2TV3j+4efMWhoaGLF68ghkzPsRdN8uPmZkpw4cPBuD77+ezefOynAv6Tp3a0rx5Y9as+ZNhwwaWuJ/Sw1EzaPY4ONjTpEnDAvvT0tKJiorOCeYuX47k/PmLOUMtU1PTuHQpkkuXItmxY2+B+qamJtjZ2eLi4kSVKm54e1elVq3qVKniTpUqbri7u+LoKJ+hkyRJkqTH1eJlf2FhaYtvozZ69+9Y9zOvvv5KTrAG6jq/iYlJODk50rJlEwD8/etw+PBWZs78lh9/XEhiYhLe3l78/vu8nBFYhTE0NMzJvFlYmDNs2CD27j3Mxo3bCgRs9+W/pt6xYy9z5y5h/frFeRIN9+3adYBatarzxx9b+eij8XmuXebP/4ZGjeqzfPlaPvroCzZs+LVkb54elS5gizgVgmdV71LXOxL5D9vPBrPj/F4yszJJzkzh1d/HM3/INwCYGpkytFl/Zu/9pZx7/HDGjlWXBLCzsy1R+UGDnuG1197j++/nA3Do0DHGjZvM6tW/UL16yacutbS0oGHDely5chVnZ8fiK1BwwWytRsMfHfpy98pV6r48FOcmDdFmZRN34hSZmfdYM+Vz2nu6U7t2TTZs2IqNjRXnzkXQsGG9Am3fvZtMWlp6gXNo1Kge588/yDz27j0sZ0jk88/3Y/Tol0p8zlL5sLAwx8/PR+8vSo1Gw/XrN3MNtbzKpUtXuHr1Ojdv3uLOnQQyM+8RGxtHbGwcp06d03sMAwMDrK2tcHJywM3NhWrVPKlZ0xtv76q4u7vi4eGKm5tLzvqHklQSqalp/PnndpKS7pKVlc29e1lkZWXh41OD/v17PeruSZIkPRE0Gi0/fD+HZ0dO1nvzNfJCGHExV3l1eN7Z2hcvXgnAsGED89QzMTHh448n0K9fT06cOMXzz/fDzKz0f/87dlSfozt16iypqWkFHuHQd0397bc/F5poAFi3bjOvvz6cRYt+59ixUJo3b1TguM2aNWL27IeLPypdwBZzLYLuPbqWut7UHu8xtYeaijxw6Qiz9/7C/CHfcPPuLdxsXFAUhS2nd+Dn9u9Pn1+cXr26lLrOli07yMy8x9Chb7Bp0zJq166ZZ//cuUtYvXojoAaDmzblnXkyPj6B48dDef/9N7lzJz5nke/7oqNjCmTfLly4xNixr+R8bWBoSL/9m8hMusvOF0aTcC6Cjgu/I2TSp7yp0XDPy4PEpLsANG/eiC++mI2NTekmfFEUJc8P7aZNS+WQyErM0NCQqlWrULVqFdq1CyywX6vVcudOAjExN7lxI5bo6BvcunWb69djiIy8xvXrN4mLu01aWjpJSXdJSrrLpUuRHDx4VO/xzM3NsLe3w8XFCU9Pd7y9q+LjUyNnCKaHhyu2tjYyW/cfU9gztgsnziR+6RqMgGhgDaDV1WnUqP4Ts16PJEnSo7Tk9yCMTcyp26S93v071s7lxZEvYWr6YKr91NQ0tm0LBuCFFwborRcQUI+AgII3/UvKwcEeH58aRERc5sCBI3mucwu7pi4s0QDq5G779h3m229nkJR0l3XrNukN2IKD99GjR+mv9XOrdAFbcsJtenXvVG7tvfr7eG6nxqMoCvU9/JjV/+Nya7u8uLq6lLrOjRs3MTY2onnzRixbtobPP5+SZ39hQyIPHz5Ou3Z9MDAw4O23X8XPz4cDB47kDJW8b/ToD/LUy8jI4O7dZAYO7FOgTVNbG9zbtCA6eB8Nxoyi97YVvOHZkL2fTOK3Nz/km2/mMn78G9jaWmNmZkZY2OkCF/M2NtZYWJgTGXkVb++qOdvDws7SunXzUr8/UuWiKOq4bwMDA5ydHXF2Vtebe/7519i3b2OBcd2pqWncvHmLmJhYrl+/SUzMTWJiYrl6NZqrV28QG3uLhIQk0tMzSE+/yY0bNwkNPa332IaGhtja2uDk5ICHhytVq3pSq1Z1qlXzxMNDHYLp6uosZ758ghiamtBj4295nrH17NQWk/VbWA5Ua9KALgpMsLdldeQ1Ll2K5OjRf2TAJkmS9JA0Gi3ffzuH3sM/0HuzNDb6MhdOHWH98s/zbN+8OYisrCx8fX0q9Hdx795dmTXrZ7Zu3ZknYCvqmrowf/21mzZtWmBhYU6fPt346qs5fPrpZAwN1ce6Xn11PGlpaWg0Wvbs+aOY1opWqa5QbkZfQqvV0K1LwTvzpdGmZgva1FSn7Pzz9aXl0bUKtX37Lr7+elqp6vTs2YWgoD0sXvwDffsOzwmKipM/MCupoKC9GBsbU7VqFQDSb9/BwNgYU1sbstMzuL7nEA3HvUJ63B3MnR0xVBTCf/6VIbM/ZcTMWbi4ODF4cF+WLVvD1KlfsnLlfFxdncnMzGTJkpW89tpwxo4dxYQJM1iyZDbm5mbs2XOQkJDjchmAJ8DOnfsYNGgU//yzM2eYgb+/+hCyvodwLS0tqFnTm5o1vQttU6PRcOvWbWJiYomJieXGDfXf6OgbREVd48aNWOLi7pCZmUl8fALx8QlcuHCp0PbMzEyxsDDH2toKOztbHBzscXZ2xM3NhSpV3HB2dsLBwQ4HBzvs7e1xcLCTE6hUUkIIvc/Yag0NuQ2M6fM0g5oGEPrtPIyG9GPGjFkcPHiU55579tF2XJIk6TG3dHUwBkbG1GumP/kSvGEB/QYPxdYm73DEhQvVqf1HjRpaof3r2rUjs2b9zF9/7c6z3cDAQO81ta+vj95EA8C6dZs4cuQfGjToAKhr4+7fH0KHDurQy/nzv6FePV+mT/+a99+fxtKlP5W535UqYDtxcDsWltalnnDkcfb0053Yvn1XictHR8cA8PLLQwgK2oOFhTmrVs2nR4/ncXFxqrDJObZv34WHh2vO12k349g3+gO0Gi1otVR/tjtVn+7EkSmfczVoN2+kZ1D16Y7U6dmFNQ3r0bPnED766F3mz19K69bN6dt3OKAAIif1/eqrL5KYeJfWrXtiaGiIi4sTy5f/jLm5Wc5xcz/D5u/vy88/f1Uh5yuVr/trozRu3Jnw8MOsWLEegNDQkn/28zM0NMyZebIod+8m5wrqbuYEdlFR14iOjuHixStoNBoyMjLJyMgkPj6RqKjoEvfB3NwMKytLbGyscXCww8nJARcX55y+2dvb5QR6Dg522NnZymzev0DfM7ZCq8UT9Q/zlT+3k3o9hmbN1OErhw4dK7pBSZIkqUharcJ3s36k+5B39WbXkuJv8ff+Lfx09K8827W+qw8AACAASURBVGNiYjl+PAxDQwP69etZoF55atKkAWZmpsTGxhUY1aXvmvqdd17Tm2h4/vl+hIT8zenT+3Kep1++fC3r1m3OCdhAXdd28uR3aNz4KcLDL1KnTq0y9btSXTWc+2cvLm5uj7ob/6rFi3/A3b0e06Z9xbRp7xdbvn599cK3desHi/7Z29uxZs0ievYckjOVf+5n2ACWL5/7UP38++8wGjb0z/nasZ4vz+77s0C5FjM+pMWMD/Ns8/R0JyxMvZPx00+LOXz4GIcPby1QVwjBhAljmDBB/yyeJ0/ueYgzkB4lIQR37oTj6FiHOnXUu1QDBvSmWjWvCj+2jY01NjbWhf6SbNasKw0b+vPZZ/8jPj6BhIQk4uMTSUhIID4+UfdK4Nat29y+HU98fAKJiUncvZtCdnY2KSmppKSkcvPmrRL3ydTUBAsLC2xsrLC1tcXRUc3mubu74OHhppul0y7nX3t7O6ysLOWzeKWg7xnb6x1a03tzECY//4rxc30xMDLMeR4iMvIa6ekZeW4QSZIkSSX3+9pdaLQKDVp01rt/98bFPNW9D57ueSe7W716I4qi0K5da+zt7Sq0j0ZGRrRu3Zzg4P0EB+/n5ZfzZvTyX1P36NGZuLjbBRINmzcH0bZtYJ7Jz3r06MzUqV+SmZmZp01zczPefHMkP/64kNmzPytTvyvVOmzjB9UnLeUuFhbmNGvWiFGjhtKjR2cMDAwq7JiVwYQJHzN//lLmzPmcIUP6F1puwICRBAfvZ/PmZXkCtn+Du3t9vvzyI4YNG4ira10uXTqGlW7IUWns3n2A/v1HcvXqP1hZVc6FzKWKc+/ePVxd/RHAgnq+WHm40W3VAvaNmcjtE6dRFAXbWt60n/NFzpC2ilanTiBDhvRj6tTib5jkpijK/9k767Co0i+Of2aGBlHCVmxETAwUBEWxQLBdW1ndVbHbdc21u2NX7MUAC0XsQAkbBRU7UEwEpGOYmd8fI6OsNBL6m8/z8Ey9933PnWHu3HPPOd9DfHyCwrlLdfTkTp/c0QsLCycsLJyPH8OJjIwiKiqa+PgEcnLcTUUoFCqiecWL66KvXwIDA31KlTJET684urrF0NbWRktLA01NTTQ1NdDSkt9qamoq7qfeqqqq/t84gAFL1qGipcmO5y/Zvn0vCxf+iWPN6jz8dz+229dSt25LQkPfcPKkG02bNixsc5UoUaLkh0MqldHYojtte47ErLndN68nxMcw81crTp89hKlx2ou19evb8PLla1xdN9KxY97EObLDzp1ujBs3A2vrZhw9WrilUz9kH7bE+Dhctm3k3euXuLl54OQ0BqFQQL16pgwa1Js+fbr+lKlES5bMIiLiEyNH/sEff8znxo0zlCplqHj96tUAOnSQS4ju3Lku287avno2qOpoIxAJEaqo0OXCYc4NHkvU42cAxMVEs8oiAq0alZFIU+hUtwPT2o/l9z0TuB16FxWhCo2M6jGz1SQSExNxdGzP7dt3SU4W57p2x8KiMTKZjKiomAwdtswagi9Zso6bN88qClI3btzO9OkLOX/+EGZmddNtrr1nz0FmzVpC2bKlEYvFODv/mkaSVUnBoaamxqtXt+lXsQHn7z7A8XM6Y7MFf6L2WUH0yvSFBLu4Un/8sAKxKS4uHiOjCjneTiAQoK2thba2lqL/YXaQSCRERUV/dvQ+pbmNiIgkPFwezQsL+0hExCc+fYoiJiaW5GQxcXHxxMXF8/59WI7tTc9+VVVV1NTkf+rq6mhoqKdx8LS1tdDR0UZHR5tixXQ+O4Wanx1CzXSdQ/ltqqOooSi+LkgyqrEV3H0AgFAqJWiNCw0+1yg0bdqQ0NA33LhxW+mw5TOP3wkJjxFQpoSMUrpStJSdOZQo+SlwO3yR5GQx9S3ap/u674k9NGxm/Y2zdufOfV6+fI2WliZt26avKvm9sbWVZ6tdvRpAcnIyampqBbJuXigy3s/718+RSiV0dmiFqqoKo0YNQSqVsn+/J9u27WHSpNlMm7YAf38vhfDFj0CiOImOm/qSlJKcxilKZYrHXPZcP0ioSyBdu9rTr5+zImXsv1y/fprqn5tSZ5eOnv+i8ZXzYrttjeL+5ekLWaerTvMJExFLxNht6E0bkxb0NOvE5j7y/nW/7RnPjH8XoqmpQYkSumzatAMg11HPEyfOo6amSvnyZbMcm15DcFPTmhw6dIxJk0YCcOTISUxMss4H7tq1I8uWzSYsLBwLCzvs7GzTOMVKCg5BVDSDLRoz7/IN1M9cpL1MpnDWZDIZKQmJUICBn6Sk5AJVBxSJRIrG5DlBXl8nj+TJHbzIz85eFAkJCcTHJ3xOz4wlJiaeuLg44uPlzyckJJKYmERSUhJJScmIxclIJFKSk5NJTk7Opz2VIxKJPjuFaqirq6GhoY6GhtyZk99XRyQSoaKi8vlP9PmxCBUV1c+3KopbVVVVVFVVFGOEQhEikRAVFRVEIiEikQjhuzBw90AgA2QyVBvV52pMLKp+15gECFdvxmjCcMp9LiJv0cKCgwePcfHiZUaOHJyv78f/M/dfC7kbKkIiFRAaIUMqE6GmAqWLSymrdOCUKPlhkUplrFi+Hrs+Y745P0yIj+HkvvX4nXbjwEHXb7bdtcsdgG7dOmbpOI1y/4NTwRcw1DHg8iR5ac2dN/eZeHAWscnxGOmVZ3PfFehqZN5CqkKFspQvX5bXr99y/fqtAs9ayw1FxmG75XscLe1iqKp+MUkoFNKrV2d69eqMVCqlRYtOWFjY4e/vVSC1L98DdRU1jgzbhY66dhqnqEklM269ukNUQrRirL19GyIjH/Pu3QdOnDhHYOA9WrVqjq1ti1ylH2aGTCbjhccJ7D+HgsWSFMTSFAQCAe1q2SjGNapYn+2+exURCHf3I7lqVpjKqVPnKVcu6zrFjBqCd+zYhuPHzzFp0khevHiJrm7a/5msKFnSgCpVjHj16rXSYSskLv+5gOYLp7P1WQg7h4xDX9+YyMjHXBw5lVdnLqJXszrN5k8rMHtSUlJyfCGkMNDQUKdcuTLZ+v5kB7FY/LktQuJnh09+m5CQ+NnJ+/p+osIpjI6O/ewUxhEXF0dcXIJi+8TERIVTmNqUWiKRkJAgISEh8bvYnSuOnZb/fWbV9PHUceqteNyoUX0AAgICC9y0/xe+dtYAUj7fJooh5KOI10oHTomSH5aDnr7Ex8enSYWUSiT4n3HH898VNLVqha/vMSpXTNvGKiUlRaG3kJ3Mpz6Nu/G75QCG7/tSwjB2/3TmOUylebWmuF7bzzrvLUzvMD7LuTp0aM3Wrbs5efKC0mHLCY/uXKZ8xYyvcguFQi5dOkqrVl2xsLDHx+co1aoV/ZMsgUCAjrrc2fraKZJIJYx2/ZOQHa/gP/0By5Qpxa+/9vkei3Oi268gEFDLqTcmX52gvPO/jmYpQ3SqVMR6pSPPw18yxLIfjY0aKMaIJWLcAjyIDo6hbeMvYeoRI3J/BTowMPibJt//JbOG4MWK6VC+fBmCgx9x/PhZunWzZ/fug9le/8WLl7x48UrZb6mQeHnyPJqGBhg2qENybBzNLZuw3f86JiaWPHjgj1Qi4fKUuTw77IVxv/QbZ35PIiI+AWSpNPkzIo9Uqea4mX1OkMlkJCYm/cch/HLf2XkyNWpU49df+5CSkoJUKkUikSCRfH2b8tXjL8+lpEhISUkhJSUFsfjLffmf/LFEIkkzTiKRoKdXAgeHtDUSJibVUVNTIzw8krCwcEqWNMhgj5Tkhucf0jpr6ZGZA1dKV4q+jgypDCQSASlSkHz++3JfgEwGtcpJKKuX8xpRJUqU5A6pVMayZWmjaw8D/Tmw+S90ihXj390utLCone623t7+REfHUKZMKcWFs8xoXtWclxFpVZyfhD3Dsqq8X6+NsRU9XH7NlsNmb2/L1q278fI6w7z/iOUVRYqMw/Y25BHtO8h/RNOrvQK507a2uwPXZy/Fpkl7Bjo7MW/eH0VelEQilWCzuksap2jJsXXcO/4AU8OahPAqX9Z1PLkP7bKlSQgL50RXJ4rXqErZz02onx48RtXuDoiEInwmeBKVEE3/nSMIfvcI0zLGAEw6NAfLKk3Yen83dlPaEBcXD+StR4aNTXP+/dcdqVSa4eeWVfPCbt0cOHToGOfP++LhsTNbDtvhw15cuXIDdXU1Vq2al+8qRErS5/3VAEJOnuPVmYtIkpJIjonFpbUVv5/3xda2O+fOHaRqN3uC1m4pEIftyZPnCIXCIn8M+VERCASKWjZ9/W9fr1atCjExsfku45wVIpGImjWrc+dOMDdu3MbOzjbdcZnV1+7a5Y6BgR5JSclYWTVl+fI5CIVCRoyYgp/fdYoV0yExMZHGjRswa9ZERaS0Xj0bdHS0Fe1KLC2bsGTJrILZ8QJAIoVbIZk7a+nxtQP3MlzEqwgZcq2ezOcJjxVQpaQUs8oSRMqvtRIl+Y7H8cvEREfRyKojH9684PC2hYQ+C2ba9Kk49W2HUJjxd3b79j2APLqWWxEskzLGnLh3Dvs6bTgSeILXUe+ytZ2FRRNUVEQ8f/6SDx8+FvmsqyJzOIuO/EhH+y8dxzt6/ks3H0+FswYQG/qWNxf90alQjtmzJ7Fly25q1rTg8uUbhWFytkl1iu7N8CHgVRCXHl9msdtauAe+vp75tq7256iBZkkDKjm0JSwgCABpSgovjp2mWld7xdjimrpYVW3KuQeXAFhyeh0f4yIYWn8AYnEKbdu2YO9e+WeRl2jEvHlTEYtTWLEi4zYDqc0LAwLupDuuQ4fWuLkdoUKFstmODnTt2hEfH0/Onj2Ig0O7XNuvJG80mT2Jvvd86R3kTautqyln3YzuB7axZ+1CAgKCGNDfmZcnL1Aiiyjs9+LZsxeoqxf9YuOflQkTnAkKCiY6OqawTaFFi2YAuLl5IJFIMh2bWl974MBWRX2ts7MTPj6eXLlyguDgR/j5XVOMnzt3Cr6+nly/fpp69Uzp1GlAmtpBT89/8fHxxMfH86dy1gAevxUikeZ9HrmIWtYndBKpgOcfhBy/rcqn+P8PFVQlSgoLqVTG0qXrsXF0wmPHYpZO6ELTJvW4ffMEg/u3z9RZi4mJ5fTpiwD07dst1zas/2URW/xdsVndhdikOFRFqtnaTlNTg4YN6wFw4YJfrtcvKIqEw/bhs+BIh7aWmY67Mn0B5nOmgEDeA+Hp06vUrWtKx459uXDBt4CszT2pTlHnYQNBFypMKEv9Ra2IFyfQcHH6V3RzizgunuSYWMX91+d90aslj5y99vanRI2qJBRXU9TQJYgT8X7iT41SVdl11Z1zj3zY0m8VHodPoqtbDDU1NTZt2p5jO6KiYtJImKuoqPDrr71Zs2YzUumXX/F99Ww4aNmRQ9aODE1IVDQvPHDgKNudxrBFrwaC+ARA/iWbM2cyEyeOyPX7o6QIIZMhdj3AinJlqOl1Fr8T5zCbPLJAlg4JCc214qmSvGNra03x4sVYsGBVYZtCt24dEQgEHDlyks6dBxIVlb4TmVpf6+bmkqa+NpXkZDFJSUmUKKH7zWsCgYARI36lVClDzp699N33oaghlsDd1zmPruUViUxAXBKcv6tCSua+txIlSvKA56mrPLxznWOuqxCIP+Hn58XiOUPRzkbx6e3bd0lJSaFatcq5UmpOxbhUNQ4N3YH3OA+6mzlQxcAo640+07lzBwCOHj2Z6/ULiiLhsAX4/Udw5HPt1WGbLjzYsQ+AkOPn0C5bGoO6tRTb6ejocOjQdurUMWHVqr8Lw/Qs+RgbnsYpcjn+L3wE3xHHuDPjEkF/eqOlqknAH+e+67oJYR85ZteHQ1aOHGnTnYrtbKjYRi5j+uzQMap1d+BddBiOf/en+QoHWq/pRqsalnQwbc2EQ7MIi/lIu3U9WfF8I1pW8hPaZ89CsLLKXmHms2ch6OnVoHLlhnz48DHNa3PnyqNsAwakPSlPjapu/ty4Vk+vBLvWLeLZqfOIDNLmU3Xv7pCmkffXWFk5Uru2FbVrWzF9+sJs2auk4Cln1ZT2bi4IhEI6nXJj8D0fDBdNZ97TF6zdvKtAbAgNfUOxYsp+gIWJnV0bTpz4vse/3NCwYT2OHNmFlpYWfn7XsLS05/HnFiippNbXurpu+qa+dtOmHVhbO2JiYkm1apWpW9c0w7Xq16/No0dPFY8dHQdgbe2ItbUjGzfm/MJYUeXhGyG5aDn4nRAgkcGT90XiNEeJkp+SvW6e1Kpvzh637bjtXEClCiWzvW1SkjzLoESJ4nmyISw2HACpVMrysxv5tVnvLLb4Qqq8/6VLl9MEEYoiRaKG7VHQFcobfblSmV7t1e2VG7E7uCPd7QcO/IUZM3LXOTy/eRcdxgi3KUikUiI/fSI8KJI1kxZQu3bNfF1Xt7IR3TJIt2y5cani/qXxR795/eOSB4r7JiaWdOv+pb7E2fnXTNf99CmKRo3aEhERKZ//0hFKl077BVZTU8PDYyedOw/AwaHfN00LU2tEAELWbWHc6f2c6efM2LG/p2lRkMqxY7sV94OCvNO1K7OG5EqKDsOHOxEWFsGCBasxNDTAySn7B97c8O7dB2U9YyEjEJAjpdf8xNq6Gf7+x+jSZRAvXrzC2roTc+dOwcSkBkZG5TOtr3V2dmL06N8Qi8UMGjSagweP0b27Q7rr/Ldxuqfnv2l6R/4MRCfAgzcFH137GolUwL1QEdVLS1Ep+HaASpT89OzZNh8g09THjBCLxUDOjv9Ddo/D7+k1wuMiqT3fij/ajSUuKY4t/vLzQIe67ejXJPv178bG1dDXL0FExCeCgoJp0KBOznaiACkSl57ehjykYcMv6oT/rb1653+NmJBQDlk7sq+eDXFv3nG4ZRfiPzePdXLqjVicwtmzFwvF/syoU86ES+OPst1xDW/Xv8eujC0DB/7C2LHT2fE5ehi6oGhKSUulUsLCwnF0bM+dO8EAdOjQKt2xYrEYR8f+VKnSmIiISHbv/pvIyMcZXmW2sGiMt/cRbt4MpGXLziAgW1FVJT8/M2dOoG/fbowfPxNPz1M52rZChS8qU6dPe9OoURtevXoDwI4d+zA3b4+5eXtsbbtz+fINPn6MwNBQHweHfty6dSfNXL6+VzEyMlNEPrp0GZT3nVPyDRERkWhrf9+2JXmhUqWK+Ph4YmvbgqSkJKZOnUfnzgMxM7MlISGRK1dusmuXO+bm7Zk9ewk7duzj+fMQYmLiALn6pq2tNf7+1zNcIygoGGPjrPtH/ohExYPPAxGnAlW/S+1aXpEqo2xKlOQbQqEgV84aoKgVVlHJvsO2td9qHszyJ2zJfe7N8GWAeU+GWztxY+oZbkw9wxz7yTkSLxEIBLRpI1dBP3PGO0f2FzRF4rLm14Ij4rh4ZFIpasV0FLVXZlNG0f/xVcX4ffVs6HLhkCLaoqKiQs2a1diwYbvijS9KJCQk0rSpPE92z56/2bBhG7t2udOxY9sstixcAgLuIJVKKVXKgGXLNgJgZGTGlbsncd43mWfvQgh7H05dtVoE7AqChiDsL0Q1RYVp1+ejUkWEx7rjtG/fis6dv/TmSFVaW7hwNYsXz2Ty5Dl8HDeMnYeP09uhLbItuyleoyoHR06hWjoqkUp+fjZsWEJSUjIPHz7F0THn2/+36frJk+fZsWMfJ07sxcBAn8DAe/Tr54xAIKBePVOePn2R7jwWFo1xc3PJ284oyZRnz0Ko9bm+tqigo6ONu7sLO3fu4+xZH168eMnbt++JjIxSCKQ8fvzsm5TJrVt3Y2ZWh48fI2jSxOyb3nMymYzNm3fx/n0YbdpYF9j+FASf4gQEvhTyIUqIVAaybAiEFATKKJsSJUWTlJScO2z5QceObXB3P8LRo6eYPHlUodqSGYXusL0PfZZGcCQh7CNn+8trm6SSFKp1d1TUXmVGrVrGBAbey1dbc4uLizzl7/59P27cuM2MGYsYMqQf7drZFK5hWXDsmDy60aiR3LFUU5Mr76gIRXQtZ8/C5asRR4sJ6BJEDfOqlLcqS2trK9qVtcHevi9tZrbAg+MZzm9ubsbTpy/o0aMTK7e4YmRUgav3HmLzOaqqEh1D7NwV7FuwWhFV7XzuIFqls58jreTHZcuW3AlRpNd0fc0aF+bOnapIO6tfvzZ9+nRl/fptlC9fNkOHTUn+8+rVG5ydc9/bMb8QCoW4u3ty5coN3r27i7q6OuXL18Pf34tXr94QGHiXZcs2YGJizLNnLwgLCyciIpJz53wACAy8x7Zte9DS0uTo0VNMn74IgUCAhUVjjh79FzW1L+qkjo4DFLL+tWub8Pffywpln3NDRKyAwBARH2MFnyNqRcNR+5rUKJtJuSIQ8lOiRAkgb5oNX84tC4uWLS0RCAQEBz8iOjomX3uT5oVCd9hu/UdwJLPaq1R6p1On9PDhE2rUKJqNtEeP/o3Zs5dSq1ZzAHR1i7F8+ZzCNSob+Pldp3lzc4U89dChA9m+fS+HXI8xfbq8ZrBBgzqUblqS4hV0+YBcXKRmzeqoqIgID4/MdP6mTRsxe/ZS9uxYy+G9h6hkbcHbkFBen/elvFMvthtV4Nat88C3UVUlStIjo6brDx48pn79tLnpZmZ1SU5OplKlisDldOe7fPkG1tbyEF/nznZMmqRUJv3eJCQkYmfXurDNSJfNm1dQr15LypSpw4MH/rx+LW+NUqlSRaysmjJy5BDFWIlEwsOHT7l5MxBf36tcuXKDV6/eEBsrT5VM7WPp6XmKp09f0LKlBebmDfHx8aR48aJ5gpAZUpk89fFDtLDIOmqpKKNsSpQUPYpKhK14cV1q1apBcPAjfHyuFNnst0J32B7duUIFo2+lkXPK69dv6dq1cJuvZoRAIODhw8vUrGkBwPPnRbtv3NKl6wgIuMOtW3cwNNSnQoVyhIa+Yf36rQBMn74IFRUVgoN9SRAlYL+pLz1VOvFB8hEXf1e2++4lpkEsKlqZ/zI2aFCb+/cfIYuOYayqKtLjZ2ispYVmn648VVGhadNG6W4XFhaOjU0X3rxJ2xyxeXNzDhzYhoZG1nKySn5Osmq6/jUymQypVEq1ahkff5QpkQWD5mdl2KJGxYrleP06iPLl62FiYsmFC4czLEoXiUSYmhpjamrMgAE9AYiNjSMw8C7Xr9/m4kV/bt++y6dP0QQEBBHwuS+mqqoKvXt3ZezYoVSrVrmgdi3PPHkn/OysZe2oxUZFcNJ9AzGfPmLb9TeMqtctAAvTooyyKVFStEhJybnoSH7h6Nie4OBHeHmdKbIOW6FX4r5+/gCzrwRHckt0dCyWlk0yHZORIMHixWsxNbXC2toRCwt7jh+XS0x//XyjRm0YMGAEDx48BuRXU21suqRpjtqtmxMeHifSXbtUKUNWrZoHwLFjp/O0r/nNokVrOXXqAhKJhPfvwwgNfZPmdUvLJgwZ0hdNXQ0G7hrFok7TUReqEXzwIbondCjlVxLHNu2Z6bU43eLP1OfU1dUxManBs6hoztarxbIUCcljfuOtaU2uXbuFubmZYpveQd5oGOgzePA4jI2b8ebNO7p3d2DjxiWsXbuQdu1s8PO7RtmydVi7VnmC/f9KRk3Xa9asTmDg3TRjb9+WP65evWqB2qjkW1KjT9+LRHEStmu7Y7XSEYvldiw6tQYAu419sF7piPVKR2rNa06/Hc5ZzqWlpUlExCO0tDRp1aorBw5kngHyNTo62jRv3pRx44Zx+PBOnj+/yb17PuzatR5nZydMTY0Ri1P499/9NG7cls6dB+Dnd/UbFcmiRqIYgl5mrQCZnJTIKfeNzBzSgnOHt3DtggeLxjiwYbYTzx4EFJC1clKjbMq+bEqUFA1SI2yqqoWbEgkoSpROn75YZI+/heqwvQl5RHRkGBPH571+QSQSEhcXl62xqYIEBw5spWLFcoBcktnHx5MdO9YyevQ0RT+G1Odv3jxL164d6dx5IB8/hiMSiVi+fA6TJ/+FWCzmwAFPBAIBXbrYZbiuk1NvmjQxY9Cg0YSHR+R5n/OLyMjH7N+/BZFIRJMmX5wmd/ctaGtrsX//Vm4EBNFybmd6mnXCsW57AEYNGYKvzzFOntjH9O7juPkyCH19PT59iv5q7k/o6+spHpubm+Hvfx2JRErp0iW5eTOQa9cCuHYt4JsIW58+wzh82Ivly+cQGfmYLVtW0adPNwYM6ImbmwuRkY8ZOPAXZs9eyqpV/+Tzu6SkqPJ10/V//90PwJgxvzNnzjJFu4k7d4JxdT0AkG6DYyUFh0AgIDExMeuBOUBdRY0jw3bhO8GTS+OPcu7hJa6H3OLEiL34TPDEZ4InTYwa4FinXbZtfP06iPbtW/H77xOYPXtp1htlQLlyZXB0bM/ChdPx8/PCz8+LHj0cEYlEXLp0BQeH/jRu3BY3Nw+Sk5NzvQ7Io8ghIa94+/Z9nub5Lzefi5Bkck4jlUq5cu4gc4a2wmPHEhLjYzBt1BLbLkNQU9fk7vULLJvQldV/9uXRnSsFdoKkVIxUoqTokOqwFXYNG8jr2rW0NAkPjyiyNe2FeuQ6tHUhZStUpka1inmeS01NnZCQ11mOSxUkcHNzUQgSfE1m9VfdunWkVSsrxRXWxo0bYG5uxuLF65g3byXLls3JcN199Ww4aNmR4QkJjAGqV2/KzcVr2WNqxSFrRw5ZO/LqtHd2dzff8fI6S/Hixbh+/RYgTzds21auwKmpqYFRv3JEPv+E7ssvtRcxkljF/WN3z1CrjDHNm5tz+PBxxYnHnj2HsLb+0ny7WbNG7Nixjzp1TPjll874+V3jxo3bhIa+pVatGopxly5d5uTJ82zdupohQ/plaPeaNQsYOXIwc+cup3z5eorn/xtR1dOrwbNnIYrXN27cjp5eDYW0u6vrfiwtO9K8ucPnqOtZQH4CtHz5Bho1akPjxm1xdOzP/fuPc/4GK8lX9PRKsH//NpYv38jx42ext7elX7/utG/fFPHECgAAIABJREFUC3Pz9owdO4ORIwenyZ3v1et3RcN1J6fRhWj9/xcCAQpJ/O83pwAddXmrALEkBbE0JU20PyYxlktPr2Bfp02O5t23bzPTp49j7VoX2rfv9V1sNTU1xsVlJffv+zFx4gh0dLR59iyE4cMnY2xswbJlG4iM/JTt+WJiYjl+/BwjR/6BsXEzGjRojampFaamVowdOx0vrzNERUVnPVEGhEULeBMpRCZLP7p2/5Yvi8Z0ZOeKCUSGvaFCVVPGzHdl9Lxd9Bg6iwU7/OnQaxQaWsV4eNuPVVN7sWJKT4IDLuW746aMsilRUnSQSOSiI0UhwiYSiWjRQl62dOZM0WsRBoVYw5aSksL9Wz4sWDzvu8xXrJg2W7e60qlTO0qWNEx3TEaCBF9z48ZthEIhhobpi1vUr2/Ko0dfpJxnz55EnTotGD7ciapVM6/F6+j5LxoG+jR/H8ZaE0vc9h2mv7MT9Ub/ls29LDhSUxL37t2Mnl4NRoz40jD7youbHL57nBr1qjLRdzbLn23EXGDG44RnHFtxBgECjPTLs6r7PMroliIw8B42Nl0RiYRUqWLEypVzFXOZmzfkxYtXjB8/nC5d7Fi/fiuVKqlhZlYHofDL9YTOnQcCcqc5K+bPn8aGDduIj08AvpV4BzA1rcnZ1l0xKFcWgUhI7LOXmJhU582OfdztPZTXkVGMr16FZrMnoWfZRBERdXFx5erVW/j4eKKlpcn58z707TuMy5dPKGvnigBfN12vUKEsgYEXFI+HDOmXxtnfunUP6uryz+zr5utfY2XVNN3nlXw/BAIh0dG5dyAyQiKVYLO6C8/DXzLEsh+Njb6k3nvdPUPL6hboauRc7GPSpJHUrm1C377D0dOrQXj4wzTHqtxSsqQBM2aMZ9KkEbi7e7Bs2UZCQ9+wcOFqli1bT69eXRg7dijVq6cV15LJZNy9+4AzZ7w5evQUd+7cV2SIgPwCm0Qi4e3b9+za5c6uXe4IBAKqV6+CnZ0tbdq0oEkTs2wdv6QyuPJEJd1UyNfPH3Bo20KCb8pPdvQMy+I4cBJNW3VFKPpSz6xTXJ/OgybTtvtQvI/u4JzHVp7eu866GQOobNwAuz6jqWtum6NeSjlBKoPTd1TQ1ZShowFaajI01WRoqoGmmgwNVRApg3BKlOQ7YrHcYSts0ZFUOnVqz8mT59m8eRedOrWnfPmyhW1SGgrtXTp7cDMikYjff+32XebbuXM9Q4aMw8SkOb16dWH58tloaWmlGZOZIMGmTTtwdz+Cjo4OW7euzvDH4r8XAP39r6OrW4z79x9l29bSpUvyzz/LOTBsEsHBD6mX9SYFTkjIKwYN6oVMJqNx4/q0by/vk5d6Qhy5LPtRpalTRzN1avoRi5IlDYiM/DKXiUl19PVLcPDgdsVzqc0Vr13LfhPlefP+YObMxelKvIO870b8ms0M9PyXdzGx7J08F4MEuYNXspsDm32v4O3tgejziYaOjvxq/Zo1mzl2zBUtLU0AWre2xty8Ifv3H1UIDSj5MXj1KhQdHa2sByrJV0QiERERUd9/XqEInwmeRCVE03/nCILfPcK0jLzf24Hbxxhonvvvq52dLZcvH8fCwh4Dg5qEhAR8NyloDQ11Bg7sxYABv3Dhgi9Llqzn2rUAXF0P4Op6AGtreU3cp0/ReHqe4vx5X0VvOJBHF01MqtOpU3vatrXBzKwuUqmUmzeDOH/eh+PHz3L//mNFH7m1a11QURFRr15tOnZsQ+vW1tStW0tx7Puah2+EJIrTPvfp4zs8XVdw+ewBZFIpGpo6tP9lBK27DEFNPWMxGS2d4tj3HUvrLkO46PUvZw+58OLRbTb9NYQKVU3p0GsUZs3tvosz/DUSqYDoBAHR8sM9QoEMoVCucSmVgUQKKkJQUwVNVRna6jK01UFL/YtjV0JLpnTqlCjJI6my/urqalmMLBg6dGhN8eK6vHjxiiZN2rF+/eJsBQnyQnRMQrbHFprD5u25A9t27RW9Z/KKubkZd+5cZPfuA0yfvoi9ew9hYKBPkyb1adasMaGhb0lOFvP27Xu8vf3YsWMfIEBdXQ2JRIKmpga9enVhxIhfM/2BCAoKxsxMrhIWFxfP7NlLOXJkF6NGTeP0ae+Me6sJBJzo9isIBNRy6s0vTr3xn7OMl/s8cL91lzKN69N0/jTUSxT/Lu9HXpg6dS5xcfF07WqHQCDgzJkDBba2s/OvTJw4C6lUqvgcrl6VF6fXqJF9cYgePRyZOXNxhhHVYsV0EIhEPHz4lDP+1+nWzZ7duw8CUKZMSUqVMqR+/Va0bGmBg0M77OxsiY6OIT4+4ZtUWjOzOgoxGiWZkyhOouOmviSlJCORptCpbgemtR+LTCZj/slVHAk6gUgoZLBFX4ZZDcpXW16/fldk+638P6GiIuLTp+yn/OWU4pq6WFVtyrkHlzAtY0xEXCQBr4JwHbQxT/OamNTg+fMbVKnSmEqVGnLjxpnvqvIoEAho3dqa1q2tCQ5+xKpVf3P48HF8fK7i43M1zdjixXWxtbXGwaEdNjaW6OmVSPO6SCSiWbNGNGvWiD//HEdsbBz+/tc5c+Yip0978/JlqEK5ct68lWhpadK0aUMcHNrRsqUlVatWIiFZwN3QL0IjCXHRnDm4mbOHXRAnJSIUqdDScQD2fcdSrLhBtvdTQ0uH9j2daeXohM/JPZw58Dehz4LZsmgEZSpWp0OvkTRu2QmRKH9OV6QyAdL/pEimSCElCeKTBITHAsgdNKFA7tA1rCyhehml2qQSJXmhKImOgLyU4urVkwwZMg4/v2sMGTIOD48TrFu36Lu3Xrl99zmLl2/l0tmMexX/l0Jx2EIe3yEq4j1LF0357nP369eDfv168PjxM3bu3MfZsz74+9+gWDEdZDIZZcuWpn792pw+7U2HDq0xMamOh8cJoqNjmTdvBYsWrcHJqTezZ0/6Zu6jR09y4YIv8+f/AcDSpevp0sUOY+NqrFgxh8GDx9GihUW6qSWOJ/ehXbY0CWHhnOjqRPEaVVl44TAVTCzh4RNOdWzL1RmLaLF+8Xd5H0I/vcV532Q+xIQhFAgZ1LQXw62duPM6mAmHZpEoTkJFpMLyrnNoZFQ/zbbbt+8FyDC1ND/p1687EyfO5p9/duLsLE/DDAl5leN5UlNazczqZCjxrqWthf+vY5DGxGIya6Li+Qdb99C3mA6COia8KFeW6dMXEhh4L01a6NfIZLJ8S9/52UgVg9BR10YsEWO3oTdtTFrw6MNTXn96y7XJpxAKhYTFhue7LR8+hKGvXyLrgUryFS0tTe7ff/Jd5/wYG46qSJXimrokiBPxfuLPWJvfAfAIOkH7Wq3QUM17CnOJEsUJC7tPyZK1aNy4LQcPbqN1a+s8z/tfUuvcFi6czj//7GL37gOUKVOKzp3taNu2Jaamxjk6BunoaNOunQ3t2tmwbNlswsLCuXTpMqdOnef8eV/CwyO5cMGPCxf8ANDXL0G1Wg2JjRfzKeI9UeHviY/9EhVtYNmBLk5TKV0h94qrahqa2HYZQgv7fvif2c9p9028e/WEHcvH47V7Ne16OtPMtjsqqoVxNV7eFFwCiIQyShVXOmtKlOSVotI4+2tKly6Jp6crLi6uTJ++EE/PU/j7X2PnzvU0b26e5/m9/e6ybMVmgm5epaXDQOa4eDO1b/otrP5LoQT1D29biFGV6lSsUDrf1qhRoyrz5//JlSsnCAkJ4O7dS2hqauDm5sK6dYs4d+4Q3t7+VKpUkVatrOjbtxuvXwcxbNggdu50p3z5+nh5nWHjxu0KWX9396McObILQ0MDHjx4jJfXGSZOlDfSrVvXlNatrVizZnO69miXle+rZkkDKjm0JSwgCK3SJbn/wB8ZsObydcJuBn23/VcRipjvMI2rk09xetR+tvjv5sH7x8z2WsqUtqPxmeDJtHZjme31rdpZYTofQqGQ4cMHMXPmYu7efQCArW0LAMRicWabpuHyZXmvO1fXTd9IvKfS+fR+Nqqp8dC6Kc9dD2IQFU3JTh345dY5uvkcpWJtExq/fcfWras5evQUurrF0NLS5MWLl2nmCQwMpmbN6rnd5f8rMhKD2HZ5L1PajlJEVUvqZP8KfW75+DGSUqUK/qKEkrQ4OLRj//4j33XOd9FhOP7dn+YrHGi9phutaljSwVTenPvQbS+6N3D4bmupqKgQGfmYOnVM6N59MBs2bPtuc/+X1Dq3+/f9uHDhMOPGDaV27Zp5PmaXLGlA9+4ObN68ksePrxIQcJaVK+fSpk0L1NXViYj4xHW/89y/5cPbkEfEx0YhUlGlRp2mTFp2gGEz/smTs/Y1qmoatOw4gL+2eDNg3FJKlq1E2NsQdq/9g1m/tcTbcwfJSd9XVTRH9omgWNFsG6hEyQ9FqsNWFPqwfY1AIGDo0AH4+3thbFyN8PBIHBz68eefC3Kl3CuVyjh8/DIt2jox2GkE5Wo0Yd52Xxz6j0e3RPbPQQr8XRInJ/HozhXWrF+Zb2t4eJxgzpyl3L59Ic3zGQkS2Nt/UQqbNWsis2ZNZMsWV2bNWkLp0iXx8tqTJnVKKpUSGRlFmzYtmDlzMSNH/kqVKpVYsmRWuvaI4+KRSaWoFdNBHBfP6/O+yNq04PzcFYz6cyz//LMc12GTSMigUXRuKKNbijK6pQAopqGDcalqvI16j0AgICZRruYYnRijGPM1XxesFwZz504lICCIDh16ExzsozipXrhwTbqRz/SYMkUubJIq8W5v34dSpQzT1JkZVDFizpzJVK9ehZQT59Bz80BVvwTvP3zkw4ePmAz6hdO9hvLCvKFCrGTMmN+YOnUeO3asQ1NTA29vP65cuaHosacka9ITg3ge/pJDgV543T2DgbY+SzrPpFrJyvlqR1RUNGXL5t9FIyXZY+bMiezc6cblyzewsGj8XeasU86ES+OPpvvaMef0BWbyio+PJ1OmzGXGjEXcvBnEtm2r82Wd/EYgEFClSiUkqHHiwh1U1bWxsh9A2UrGFNcrRQmD0hQ3KI12Mb3vXl/2NSqqali260VT2+7cvHSMk+4beBvyCLdNszmxbz22XX+jhX1/NLR08s2Gb5FR0UCKMqFCiZK8k5Qkd35UVIpOhO1ratSoiq+vJ/Pnr2Ldui1s2rSDU6e82b17IyYmNbLcXpwi4d99Z1m/fjMJ8XG06+HM0Jmdc50lIMiJjK5AIJBtOh6S9cBMOLprOeePbOXdm8CsB+eSFy9eYmZmy5gxv/PXX7lPuwwL+0iLFp0JD4+kWDFtRCIRUqmUiIhPCAQCSpaURwHevw9DV7cYzZubM2zYQFq2tEwzz8tbdzg3cBTxCQkkxMZzVSzmPNAHKCuTYVjSgLeJSWyLjuH202tIJBIuXrzM9eu3iI6Owc6uDfb2trlW0nkZEYr9pr74T/TibdR7um8ZjEwmQyaTcXKUG0Z65dOM19c3RiaTpREDKWhSUlKoV88GTU11rl8/Q+/eQzlz5iIfPz5Itxj+ayIjP1G1ahPU1FR5/z4YgNDQt3Ts2JdFi6YTFBSMtqoKw4YOVDjRJ7o64REXx/C/plDGuDqjRv1ByfuPKCMWE2xWl5Ur51KlSiVkMhlLl67HzU0uSFKqlCFLl86mdu2aBfG2/FSkikEs6TKLdut68ke7MYxqOQTPO6fY6LODEyP25uv6lSs3YtKkEYwaNSRf11GSNS1adEJLS5OTJ90K25Q8s3v3AUaNmkaNGlVzJJRUVAgLj2b2AheOHtiHVYc+tOvpjJZO4ddWS6VSgq6c5sS+9bx8Im+/oqVTnNZdhmDj6IR2sfy3UUUoo0WtFErpFs3GukqU/Eh07eqEt7cfa9cuLPKibVevBjBgwAjCwsJRURExd+5Uhg0blO5Fq/iEJDZt82TL3y5oahejXc+R1GvWNsMLXM72lZBl1CflKwrcYZvSpyGt27Zmh8vCDMdIpBJarelK2eKlcRvswsXH/szyWoJUKkVbXZuNvZZQ1TBzCf3Zs5eydq0Lt26do3Jlo1zbm5KSwo4d+4iKiiEhQZ6G0aFDKxo2rKd48yMiPvHPPzvx8DjOkycvUFERYWRUgfDwSKKjY5BIJKipqaGvXwJj46oMGPCLQnlm9uyl/PPPLtTV1YiN/dKLSF1dDQMDPVRVVXnz5h1icQr6+nrUqVMTW9sW9OrVhdKlS2Zpf2xSHA6b+jHR1hnHuu2Z6jGX5lXN6VSvA4cDj7Pzihsew3am2cbQ0ASJRFKoDhvIHeZ69WwQCATUrFmd27fvAnzjtK1e/Q9//bWcyMjHREVFU7myPFKZmf3RL15ytv9IAKSSFKp1d8Rs0gi8h00i/M59EAgoZlQeq1Xz0CrzbRRSyfdhyel1aKlp8u+1/Rz4bStG+hWQyWRUmtWQl/Nu5evapUvXZuvWVTg4ZK95cl6ZMWMRXbrY0bhxg6wH/5/h5XWWgQNH8vp1IBoaP36+mZ6e/OprYR9Dc0J8QhKLV+1hx+Z/qNfUlo79J6BnWLRkrUFeMxx88yIn9q3jabA89V1DU4eWDgNp3XVIjlKMcopIKKO7uRihMsKmREmekEgkVKzYgISExDyfpxcUMTGxjBs3g0OHvABo2rQh27evVWTqRH6KZeUGd3bv2E65SjVp19OZGnWbZZmyXiQdtid3r7Fi6i88eHCF0qXS73MGsOHiNm6F3iEmKRa3wS40XtKW3U6bqFm6Olv8dxPwMpCNvb+tvfovhfGjmZKSgpubB+fO+VCzZnUsLBrTrFkj1NQyDoEmJiayePFapFIp69ZtpVUrKw4d2p5mzIMHj3F3P8rFi348evSM2Ng4NDQ0qFq1EpaWTejZsxONG9dP48GLJWJ6bxtKa2NrRrYcDIDRTDNC5gYgEAjkJ8YzzXg5/3aatSpWrE9sbHyRONmIjo5hz56DHD9+lsDAYIV89aZNy+jduwsg753Xtm1Pxo0byurV8hrCt2/vKvuiFUH+KwbRzeVXxtr8zpUXN6luWJn+5j3xfXqVWceWcH7soXy1RV/fGD+/Y9SqZZyv64D8JFNf3/iHuJJYWJQvX49x44YxefLIwjYlT7x8GUr9+q1wd99C27YtC9ucLJFIpGzadozVK1ZSvnItOjtNpVyl/P9O5BWZTMbju1c5sXcdD277AqCqroFVh7607T40X5xNDVUZdvXFqBfNDC4lSn4Y5P15u2BgoMeTJ9cK25wccfToSZydpxIfH4+WliaLl/7F9cCXHHbfQ60GVrTtMYyK1epke74i6bAtm9gNgSSBG1czLjB//ektI9ymMtHWmQ2XtuE22IUmS9uxqfdSGhs1YOX5v4lNimOW3cQM50glIiKSatXM6dixLa6ueZNwLijc3I4wfPgkIiIeZeqVR0fHcOjQcSZNmkXJkoa8fx8GyEU7bGwsUNdQ57zEF22RFiWfGjJz5kTs7W2p9oc5+EI5QWnC1SOIr5PAyeFumJjUoH//EYSEvOL+/cdIJBLq1DEBYPnyv2jatGG+7XN2FS2H1x2Ec48pGBjo8/Fj+iqCtrbW7N37T5GRiVWSlrtvHjDCbQoSqRSpTErX+nZMaTuaqIRoft8zgdBPb9FR02JF97nULVcr3+xITk6mdOnavHt3V9E8Oz/x9DzFwIGjvluT5Z+RwYPHcu3aLe7evVTYpuSJHyW6JpXKOOjpy/x5y1BR1aDL4D+pUSfvKmiFwfMHtzjhtp47V88CoKKiRrO2PWjXw5mSZb/flXsBMjTUwLa2GJ0fPxCsREmhsXr1Zv76axndunVk69Yfr9733bsPDB48lsuXbyAQCLHq0Ju2PYZTsmzm2X/pUeQctqSEOMb3qM3WHf/QtVOrDMcN2jWK8a2HE5sUx7qLW3Ab7IL/s+v03zkCTVV1iqnrcHr0fnQ1stcTYdu2PUycOJuzZw/QqFH9rDcoAojF4mw7HBUq1Cc0NJALF/wYMWIKFhZNuHfvAU9iniHtKEP4SYiaqipJScms6jeP6363OJ/gi76hHhoqatiXaMs/C3bi53cMQ0N5TZ6JiSXv34cV2AnHu+gPvI8Oo36F2sQkxtJqTVdcnTby55EFOLf4lbYmLTl935tBK0ZR+0VNzp49SExMLCdOnOPYsdNoaWlx8aI/7959KBInSamfCcDp095MmzYfDw+5FLe2thajR/+mGFuvng0XLsh7Bn69XSqLF69l7VoXAgO9FTWT6Y3LiiNHTtCpUwdl+4HPPHjwGEvLjkREZL/hfV4wMjIjJia2SPx/FlWePw+hYcM2BAZ6Y2RUPusNiiCp+3Do0HZatbIqbHMy5KL/PWbOWsaHd2/p7DSFBpY/x7Eh9FkwJ902EODrhUwmQygUYd66Kx1+GfndVCxBhqoIWtdOQU9bWcumREluaNeuJ9ev32bz5hX07NmpsM3JFTKZjBMnvXFyGk19i/YMmbouV/Nk12ErsEu9nq4r0dTSydRZOxl8HkMdAxpUSBtK3OSzHfchLtyb4UvfJt2Z4bko2+sOHtwXFRUV2rTpgUQiyXqDIkBOo0P+/tcZP34GR47sYtu21Vy9epLJA0cxQXc4fxiPwexFXTgM47rPYO/qwyS7izF7Xodptccxrv9QWrWy4sABT8V8UVEx33uXMqWMbinqV6gNZKxoefLceRIjkti5c718XDEdfvmlM7t2beDvv5exd+8/AIqUyeHDJxf6533xoj9Tp87lwIGtCpXJ3KCvr8f69VtztW1sbBx6ejVwchpDWFj+9zb7UXjy5HmBRmFjYmIZM+b3AlvvR6RKlUqULVuapUtz96NXFGjYUK44XFSdtQ8fo+jSayKDBgylTjM7Zm46jVlzu5/CWQOoUNWU36ZtYNbfZ2lq2x2AK2cP8NdwW7YtHcPbl9/jAo0AsUTA2bsqvI38Od43JUoKkuTkZIUmQYsWFoVsTe4RCATY27Vi6/ZN3Ljkyc1Lx/J1vQJz2C6f2U+nrl0zHXP1RQAng89Rb6ENQ1zH4fPkCr9s/Y27bx7Q2EheqN+1fkeuvQjI0dqvXslrtCwt7XNnfBEmKSmZfv2ccXXdhLFxtTSvlShRnMmTRzJ37lRKly7JmzdB2Nu3oUyZkly86E+vXr9jaGiCl9cZ1q/fxpYtrkREfCIxsfB63LyMCCXoTTCNjOqzsNN0ZnktofZ8a3bc30fnch0oXz79uoQGDeRO/syZ8sbjbm4ebNq0o6DM/gZ//+uMHTsdNzcXqlTJeYj8a/r378Hhw8eJjPyUo+0uXvSnYkX59yYg4Kyy59hXvHjxCk3NgqlxDAq6B8CUKaMKZL0fmbp1a3Hnzv3CNiNXPH78DABPT9dCtiR9njx/i227fgjUSzDHxZsWHQcgKqJy2nmlTMXqOE1cyRwXb5q3741AIOS69xHmObfDZaEzoc+C87yGRCrA95EKzz8oU5yVKMkJN24EIhanUKFC2WyJ5xV1HO2t6dGnL9uXjyMq4kO+rVMgR5rggEskxEWzcN74TMfNtp/EvRm+BP3pzdb+q7Gu3ow9Tn8TnRjLk7DnAHg/9sO4VLVM5/kvGhrq7Nu3mUePnnH8+Nlc70dRRFVVBXNzM1xd93/z2qZNO7C2dmTmzCVs3boaTU1NateuSa9eXQgKkkvknzmzn7p1TUlISGD27KVUq9akEPZCTmxSHAN3jWJRp+noahRj2+U9LHT8E+cSTgivCYmok7nDYmJSg1273AH5lY9U562gycyJTv1MUv/evcv6y62trUX//t35+++dWY5NZciQcXTpMohKlSoQHv4wz07jz8arV6/R0SmY/k3jxs0E5J+jksypXduEN2/eFbYZucLcvD0AVlZNC9mSb7kZ+IQOHfpg3qobvwyfi4amdmGblIY3IY8457Hlu89bsqwR/ccuYe6Wi7To2B+RSJUA3+MsGGXH33N/J+TxnTzNL5EKuPFcxIM3SqdNiZLscv68DwBt2rQoZEu+Hy4b5lC6bHmWT+pGTkrNckKBHGWO7lxGzdr10CuR8xMkFZEKa3rMZ+CuUVitdMTtpgdzHabmeJ727VthalqTfv2cFfL8PwNCoZDt29cSEHCHFSs2pXnN2dkJHx9PTpzYi6Vl+o5Yo0b1MTIqz5Qpo3j9Ooh793wKJT1GLBEzaNcoepp1wrGu/MRn783DONZtz4oVG+lr2Y3boZn/uG7evAKAT5+i2LVLnjqZkpKSK3uSkpK4d+9hjqNakLkTnfqZpP6VyWbLgGHDBrF372FFymdGREXFoKdXg0OHvFi+fA63b19Qilykw9u37yleXLdA1rp16w6OjgXTOuBHx9zcjKio6MI2I8fcvy+vTTx+PH97B+aG0xdu0a3rABwHTKRtj+FFKv1RLE7imOsKFo625+61c/m2jkHpCvQZuYB523xo1XkwqmrqBF45zeKxDmyY7cSzBznL2vkaiVTAq3DlMVaJkuxy8uR5ANq2tSlcQ74zZ0/v5dPHd+xek3MfJTvkrhNzDoiLjeLlkzvsdc9+dADAqlpTrKrJr1Q61G2HQ928n/D4+BzFwKAm5crV/amK/7W0NHFz24y9fR9KlTLMkWz40aMnuXDBl/nz/wCgXLkyNGpUnxs3bpOcnJxpO4LvhUwmY7T7nxiXqqZoPwBQVrcUszYtJiYmjo6/tyXobOZpLHXrylUFp01bwKZN8rYPa9duYcKE4Xz8GM7Dh094+PApjx495eHDJzx69JQ3b95nOqejYzt27dqQo/1JdaK7dBnEihWbmDjROUfbp0fx4rr06OHI1q17Mhxz5sxFfvlFLmgSFHQxT3VzPzsfPnzE0FAv39dJjaAuWjQjzfMpiUl4deyLJCkZqSSFKp060GjaWN5cuszVmYuRJosxbFAH63ULEark+2E635BKJBxp1RWtsqVp7+bCpdHT+HjrLjKZjOLVK9NywxJUdb5EeywtmyAWp3yWS/5xIpKtWslbjFhYNC5kS9Liuv880yZPw2niKmo3tilsc9LwNPh5j184AAAgAElEQVQGu9dOpYJRZWrUqk9Da8d8X7OEYRl+GTab9j2dOXvYhUvH/uXu9QvcvX4BkwZW2PcZQ426OY2QyiipbKStREm2iIuL5/79xwgEApo3/zFVaTOibBlD7Bw74XXkAP3HZd16LKfk+5nAkR1L0ClWgvZtCr+wUCgUcuHCYVq16srmzf8ydOiAwjbpu6GnV4L9+7fRsWNfDAwyPxHdtGkH7u5HiI9PoFYtY44c2aVQiAR5Ss+NG7eZPPkv1qxZkN+mc+XFTdwCPDAtUxPrlfIf7Zl2E1ndYwGdFvZHe4AWy86vZ3WP+VnOVa+eKfv2HWbfvsMAzJu3gnnzVmQ4XktLk5o1q2NsXA1j42qYmMjvV6pUIU+iFHlxojNi5Mhfad26e7pRw7Fjp7NrlzumpjXx9fUkPDwCPb0a7NnzN3Z2tnle+2cjMvIT9erVzvd1pk9fCPBN7aVIXQ37I7tQ1dFGKhbjadebCq2tueg8BfsjuyhevQo3F67m8d7D1PyB+7bd+3snJYyrkRwjFw9qtuBP1HTlCr9Xpi8k2MWV+uOHKcbr6hZDKBTy8OFTzMzqForNueHUKXcqVChaTaZXbDjA2hUrGTlnO5VrFp1m7QnxMRzduZRbfieZOWcmPbu0pKZJcwb/2b7AbCiuX4ruQ6bTvocz5zy24H10Jw9u+/Lgti/VajfBrtcoTBu1zFY0UkUEBjrSArBaiZIfm5iYWHr3HopUKqVmzeoFluVSUOzdf5pjHofoOvjPfJk/3x226xc86Deof34vk20aNKiDiUl1pk6dS7du9mkclR+Rr+XdK1QoS2DgBQDs7dukO/6PP8bwxx9jvnnez+8as2YtISAgSPHc7t0HmTfvD3R1s9dCIbdYVGlM5LJvI54nTpxDekjGrcfn0dcvka25Dh7cxsiRf1ClihFVq1aiSpVKmJnVKZTPOSdONEB8fAK1a39RlxsxYnCa1w0M9HFwaMvGjdv/u6mids/P7xiHDx9n8OCxQNG74l9UiIqKoXz5Mvm+TmjoWwAGDhzJzp3rFSeAAoFAEVmSilOQilMQiISI1NUoXr0KAOVtmnN71T8/rMMW9/otr05702CiM3c2bANQOGsymYyUhERI53xYTU2NR4+e/VAOW/36+e/8ZxepVMbU2X9zeL87E5a4f0c5+7xz5+o59m6cQeNmzbly2YsypUqw1fUkVU0aUKx4wR+jdYrr03nQFNp0G8qFI9s5f3QbT+9dZ/2sQVSsVpsOvUbSwNIu07RymQylvL8SJVnw9u17HB378/TpC7S1tRRZUD8Ll/xuMXL4aFo6DKJt96H5ska+OmwBvsdJSkpg7qyio472+vVbHjx4AkCNGs1+qtTI3JLa6BXkEqvt2tkwY8YiSpUypFWrLly9egqVQkjLunXrDvr6JbLtrAEYGhrg5uaSj1ZlTU6c6KAgb8X97PQEW7DgTxYs+Pbqjbv7Fn755TesrBy5d+8BVlZNi6xaXVEgPj4h2/WDeeHUKTdWrfqHuXOXo69vzO7df2NvL494SiUSPGy6EP38JaZD+lGyUX2k4hTCbt2hpFldnh89Sdzrt/luY35x+c8FmP81heTYuDTPXxw5lVdnLqJXszrN5k/7ZjtNTXVCQ98UlJk/FeIUCUNGLODWzRtMXnGI4vqlC9skAKI/feTAP3MIeRzEitWL6Wr/JePm0OETmFl1LETrQLtYCRz6j6dNt9+5dNyVc4e38OrpPVwWjqBMxWq06zkCc5vOGapqaheM4KwSJT8k9+8/xsGhHxERkZQpUwqv/7F31mFRZl8c/8zQoKQYqJiooGJggWKsgSCoGGuu3bXG2q666trdge3aioFdKIiKigqKgbGiCEh3zszvj/nJijTOMIh8nscH9n3ve++57MQ9957zPecOUrVq0RFCe/HqPd279qNuk7b0Gv2X3MaRa6bsuX/WUq9hYzQ11OU5DACHzVtzwqoTJ60dONUmffkA7w1OOOmZEP7xE3XqSFVpviyiv4QsyZPElCTaru9Oi9UOWK60ZcmldenuTzu1gAqzFVfU+9kzN0JDXxAR4cfp0/vS4opv3HAmODiUdu16IBYXfMiHhoYGqak/Ru08RdO+fSsAnj17wd69G4qdtRxITk6mbNmCWcxOmjSSwMCnVKhgRL9+o9DTMyEsLByhkhLd3M7S55kbIV7eRDz3o83OtdydtZjTbbujUkILobJSgdgoa/wvXkejlAGl6tfJcK/VpmX0fX4b3RrVeOt8LsN9gUCo8BqKPyJx8Ul0/XUSL1/6MXnZ0ULhrEkkEu5cPc6iMTZUqVSO+3fPpnPWoqLj8brrRn2rjgq08j/UNUvQoccoFu5yp/eYheiXrkDQhzfsWz2FuUNb4Xp2L8lJ6UXLdDQkFCIdl2KKKVTcunWHX35xJDw8gtq1pSkbRclZCwmJ5Jc2XSlfpRaj58pe6fZr5OawRUWE8On9K/5eOE1eQ2Sg09n9dHM7S9cbzmnXYj8GEuB6G60KRtStK13UBgU9xdi4AlOmjGbz5t28efOvXO1SU1bl9Mh9uE8+y61JZ7j28hb33z8C4NEHH6ISFKuKZmRUFiWl/xaGJf4fqlWmjCG3b7vw7NlLtm/fV+B2aWlp5lvlMSc+RgbisLU/TVfYYLnSlq1uewBYenk9ZgtbYL3aAevVDlx+7iqX8eWBo6O0zmDnzoVj8VOYSU1NxchI/iGRX1BXV8PH5ybXr58EoHr1powfPxOJRIKajjblWjTl47VblGnSAIcLh+hy7QRlrRqjXa1ygdkoS4LvefH+4jUOm7fmxtCJfHK7y40RU9LuC5WUqNrNjndnLmV4tnjxm3ciouKwsR9OUqqQcQv3oaGl+NyQ0CB/Nvz5GzfP7OTAQSe2rZuKdkmNdG2OnrpJNdMGlNCWvwBQXlBVU6eV/QAWOLkycMpqylasRnhIAEe2zGXO4OZcOraFhPgYQEKpksXhkMUU8y1hYeHMmbOErl0HkpiYRNu2Lbly5TgGBvqKNk1mJCYl09SyE5oldPlj1Sm5jyc3h+3kzr/RNSiFVTNzeQ2RK+7O/psm86eRlJQEwKtXd1FTk8YvzJkzmdKlS+Hufk+uNggEAkqoSZ2gFFEqKeJUBAIBIrGIueeW8VengnNqc8PXIYiVKlWkVCl9AgIKvjaSlpaG3E72lIVKLLKfyb2pl7g87hhOHv/wIlgaHjvaehBuk8/iNvksHUxby2V8ebB16woA9uw5rGBLCj8ikbhActi+pUEDqULtH6MGcfzAcfT1a3DjsisBrh7omlQlISRMal9SEt7rdmA6uE+B2ygLGs/7g77P3Ont7UqbnWsxsm5G620riXr7HpCevPhfvIFujYw1NZWUlIiPjy9ok39YQsNj6Gg/FN3SxgyZtgEVFcXG54nFYm6c2c3SiZ1p3cqSe+7HaWmZeY6fs/N5GlrbF7CFuUdJWYVmbbvz55arjJi9lYrV6xATGcqp3UuZPciKBzec0dYsdtiKKeYLnz+HMn36AkxNW7Bp0y4kEgk2Nm04cmQ7GgUQbVdQiERimll1JSkpiTmbCyZtSC4jSCQSHrlfYPSEMfLoPnMEAi50GwwCAaaDelNrUG/en7+GVrkyGNQ1RV1dnTev76H+jXf/8uWdAjFPJBbRem1X3oX5M9SqH42M67PVbQ+2Zm0pqy3/XJq8oK+vR2Dg07T/VlZWVkjtOi0tLbmFRpXVLp32dy+pXoIapasRGJW9xH9hR1VVFW3tkkya9CeDBvVWtDmFlsRE6Wu5TBlDhdkwql93arrd4eVzP273Go6PUEhLy8Z4r9yE/+UbIJZgOqQPRi0Vr64rMyQSbo6eRkpMLEgk6NepRfNVGeP9S5YsQXBwiAIM/PH4HBqFrcMQKlavx6+jFii85mJIoD8H1v4BklRczh2hfp0qWbaNiIrjkedtuo9eVoAW5g+hUEiD5rbUt+rIc69bXDyyCb+n9ziwcQ71rTryIkCDSoYiKhpIikMki/lpcXI6wMyZf6dFRllZNebDhwAEAtJFcRUFbOyH8OnjB/5yckVdM+81pvODXBy2u1eOIxKlMHvqMHl0nykOFw+jVa4MCSFhXHAchI5JVR6v3oztiT0FZkN2KAmVcJt8lqiEaPrvHcPtt56c8r6Iy6jCmWukri7dpRWLxSQkJBR4TsnOnQdZsGAlJUrI/43gH/4R70++WBjX496/XuzwOMDhh6doULEOi+xnoqupI3cbZMWlS0ewtLTj7dv3RSpOXJYEBkodc0UI6XzBoE4teri7AHDnzgNW2fWhcuWGjB49iMX3MoYJ/sgYtWiKUQtpbavOl47k2F5HpyQh/z9pLCZrPgWFY+cwhOp1m9F92J8KLYgtFotxO3+AswdWM3jEKOZOH4hKDvmXR51dqV7bAq2SuReVUjQCgQAzi1aYWbRi2aSu/PvyEV4el2nSpivPA5R48QlUlMDYQIxpeREa8i9jWkwxhYYNG3aSmpqKlVVjFi2aSYMGdVmyZB1bt+atDnNhZ+DQmTzyvMuMdWfRK1Vw5Vzksh138ehGmli2QFU1/3Ws8opWOWmCtYahAZXs2xPk4UnM+4+ctHbgsHlr4j4F4dyqK/EK3rnV0dCmRdWmuL++x7vQ9zRc1g7zxa2JT0mg4dLCVy+rf/8xxMbGMXny9xd/zi2+vq/44495ODh04OnTm3IdKzYpjgH7xrGk82y01UsyxLIvj2Zcw23SGcqULM0clyVyHV/W1KolVfy0t++nYEsKLwEBgYVqt8/SshEREX4MH/4bW7bsQU/PhHv3vBRtlsLQ19cjPDxS0WYUaj58DMXGbgC1GrRUuLMWFvyBDXP68eDGCc6cPcTC2UNydNYAnJ0vUL12UySSHzOksFnbbgDc+39eqlgiQCQWkJgi4HWwkJCY4mO2Yn4uEhISAFi37u+0siwjRw4kOjqGN2/eKdI0mTFr3nrOOp9g9PydVKxWsOVcZO6whQZ94POnf1m6eLqsu86SlLj4tMKsKXHxBFx3p1QDc/r73aO3tyu9vV3RMiqL481TaCogDCo0NixNWCQhJRHX1x7Uq1Cbl/Pu4D3LFe9ZrmiqaOA141qB25Yd8+cv59KlG7i4/EPFikYFNu6lSzfQ1i7Jxo1LUVeXX8xziiiFgfvG0bNBZxzqSou2li5ZCiWhEkKhkIFNf+Whv3cOvSiG7FRRl9q2ZXJgMLHFYWWZEhQUgoqK4k7XsmL58rm8e/cAgI4de1G9ehPi4vKfy1Whwn/Ks5cvu2Jh0Y4PHz6xdOl6zMxaYG3tQJMmNkyePDctV3TMmGmcPn0BgIsXr9OyZWdatHCgWbOO7N596Dtml3tKly5FVFT2Qky5mZu1tQPz569IaxcaGoahoWmGeZibt8bKqhPNm9vTqVNf/P0DZDshGfPOPxibTv2p39yWLoOmK8xZk0gkuJ0/wNKJnWnTpgW3bx6ioXnGnMSsMKlhwq1z+5n5WxN2Lx+P24WDfA54V6gcuMSEOF48vs35Q+vZNG8gswdZ8crnLgAWLR1QUlbh+SM3osIzhtOX1Sk88yimmIIgMVGqFaGlpZl2TV9flzJlDNm0KWP92B+NbTtPsGXDRvqOX0KdRm0KfHyZr1pOOC3CsKwR9eqa5NxYRiSEhHK1/1gAxKJUqnV3oGK7lgU2fk4ERYcw5sg0RGIxYokYx3q2dDT7RdFmZYuv7yvWr3di48alNGpUv0DHfvjwsdwFISQSCeOPzqJG6WqMbfVfgeqg6M9puW0uT69gWraGXO34Hjqd3Z8hJzP2YyDGiUk8BRYvXsvidX8rxrhCTHBwCGpqhTNWSVdXh4gIP65fd6N79yFUqFCPZcvmMmLEb/nu8+ZND6ZPX8DJk7vTNl5Gjx7E+PHDEIvF2Nn15fZtT6ytm6U9k5KSwqRJf3L16nHKly9HUlJSgTkyZcqUJiYmLueGZD+3bzl16iKNGtXnxAkXBn8j5nL27H4MDPRZsmQdq1ZtZl0hfd/4vQ3E3mEAVu17YtNLcfVNwz8HcGD9dJLio3A+dYBG9fP+fb9hxe+sWzaB534fuHjVE3f3e1w4tA4JULNuM6rXbUaD5nZolSyYkHSJREJY8AfePn+Y9i/44zsqm9SmfsOGDBvSi+joODaum87sjRcpoa1HnUZteHL3MnevncSm539RKLpaElQL355QMcXIleTkZAA0NTXTXW/b1ppLl24owiSZcfa8GzOnzsKu93hadFSMGJhMP1LEYjE+nteYOWeGLLvNEe3KxnRzP5ttm95fFSguaOoY1eLWpDPZtvn495Ns7xc0vXoNp2HDuvTt263Ax3758g3m5maZ3uvZcyivX79jy5YVNGtmke8x7v77kCNepzArWxPr1Q4A/Gk7hROPXfD59BwBAoz1y7Om+8J8j6EI7s6WFit+dduTvfuOFjtsmRASEirXk1tZ8Msv1oSHv2LMmOlcunQ93w6bh8d9fv99NkePOlGlSsacxuTkFJKSktDVTS8DHxsbR2pqKvr6Url1NTU1TEyq5suGvFK/fh3Wr99BampqtnmGOc3tW06ccGHRohkMHz6ZT5+CMi3r0LhxA7ZtK/gSJrnB99UHunQZQGuHQbR1HJ5j+5BAf94+f0CD5naoqsnm9S6RSPC4fIRTe5bRd+AQFs4Ziup3nFYLhQJq1zSmdk1jpoztgVgs4dkLfy5evYer603OHVxL37GLqdtU9ukCKSlJfHj9lLfPH/Lu+UNe+z5EIABTcwuaNG7I2GGdad7EFE2N9KqbV6664vLParoNnU3Ttt14cvcyp3Yv5fVTTzr+OoYadRpRuVR6deNUkbRchZJiNWGKKUYuiMViXrx4TXJyCiBV+P6asWOHcvDgSWJjYwtEl0DWPHz8gkEDRtCkTVccfpuS8wNyQqYOm+vZvQgEAiaO6y/LbospYJYsWUdQ0GdcXZ1zbiwHAgODGTYsYw7W4sVruX7dHQuLetjZ9cHZeQ+tWlnlawzLKo2IWOGX4foPI+OfgyqqoaEBBARy69YdWhYlpUEZEBoajqamRs4NFYxAIGDLluX5fj4pKZl+/UZz9uwBanwjn79lyx6OHj3Nhw+faNeuJXXrpt8g0dPTxda2LebmrWjZ0hIbmzb06OGQQYUwJiaWkiVl+wVsb98eJSUhzs7n6dmzc77nBjB//jTatrXm48dAPn8OwcKiHl272uHsfJ6xY4dk6PfatVt06tROpvORBd7P/sXRcSDte4yitcPALNuFh3zCy82Fh7dcCAv+iJFxFa6e2MbQmZspWyH34YqZ8TngHUe3zSMuKoxjx/fTrJHsow+EQgF1zSpR16wSUyf8ypmL9/hj8iy83F3oMWL+d5+2SSQSXjy+zXXn7bzy8aRcxaqYN2hIj242tF4znZrVyiMUZh9iunndHJo3t6ehtT31LG2w6TmG62d28fT+dZ7ev0712o1xPr4ZkIqpiMQSRk/dQljwR47sWVAow7GLKSYvxMcn4OXljYfHfa5dc8Pb2zdNfVlJSSnDRpuZWQ20tLTYseMfJk0aqQiT882Hj8HYdeyJSe3GDPpjjUJtkel+zzXnHbRo3QalIrKNlJs8iWbNOnL8+H+ne2PGTKNevTa0aOFAo0btGTVqKp8+/VfDzNy8Nba26Y9Tra0dsLS0k/+EckFgYDCrVm1h3rw/FFbgMCEhEVXV9CFrN264s3LlZlaunM/ly0cxNzdjyZJ1CrGvMOBw8TCON0/T8dhOfJ3+IfC2J49Xb8Zi5kSAtIV1ly4DFGlmoSQiIiqtOHxRRkVFmSZNGnDgwLEM90aPHoSb21n8/O4SH5/AiRMuGdqsX7+YU6f2YWFRj40bdzJuXMbICWPjBly8eD3fNvr7fyQ2Nn34o1AoRE1NjfDwiCyfy83c3NzO0ratNQAnT7rQtav0M7Zbt04Z5uvg8BsmJk1xdfWgRw+HfM9HHnwOjaJr19+w7TMhU2ctKvwzrmf3sGpqdxaPsyXmsx9z5kzitZ87Hq4H6TewH6um9sDzRv424KIjQji8aTbLpzjSonkT7rodlYuzlhmdOzbl3p0zGOprsWhsB3w885fnLRKl8uDmWZb+bs/xbfPo3s2OFy/v8Pj+KfZtn8voIfaYmlTI0VkDqFDOgBlzZrN/7VTEolS6Dp7O33s8sO09HoFQyOtn9/F7/vT/44oYOOxPju9ew43zxzh09lG+7C+mGEUSFPSZ06cvMGXKPBo37kDFivVxcOjPkiXr8PT0IjExET09XTQ1NbCwqJdpH02aNEi3Vv4RuO/lS+PG7TEoU5EJiw8q2hzZOWyf3r8i/HMAK5YWbDhkQfAlT+L48Z3p8iTc3M7yzz9bmTz5T1JSUtLaL1gwDXf3s9y/fxlzczM6d/4tLbYXIDY2lo8fAwF4+fJ1wU4mB379dRiVK1dk3LihCrNhyJC+TJ36F97evoSFhdOly2907z6E3r0d03JPJk4cyYMHj9P9XX8mcqOKuqiUPiUhRwGHn43IyCi0tUsq2gy5IxQK2b17PV5ePqxatSXTNioqKrRta42Hx/1M79euXZMxYwbj7LyHs2cvZ7ivqalBnz653zH18vKmf/8x6OmZoKdnQr16bdi6dU+mticlZf3ezs3cvubECRcOHTqJuXlr+vYdxdOnL3jz5t+0+2fP7sfb+yampiaFbiPo/YfPqGuWSJc3ERsdgduFg6yb1YcFo9oS/O4RkyeNxO/VbY7s/ZvuDs1RVVFGKBQw4/feHDm2lwuH1vPP+ukkJybkatzE+FhcDqxmwah2GOio4HnvIkvnj0BNreDUnwH0dLTYt30ua9ev4OjWeexbPZn42KhcPZuclMhNl33MH9EG93N7mDZtPN5e55g4uht6OvnftBk5qBPljMpzYN107l07yYfXTzGp2wzJ/8V7bt26w/bt+/lt4CTOOf9XyuLytbsERhSrRxZTeBGLxTx79pJduw7Sv/8YTEyaYmranEGDJrBr10Fev5YKA1WuXJEBA37FyWkNPj63ePv2PoaGpTA1zTyfdejQfrx8+TpN4Kqwc+DwBTq270aVWg2Zs/mywmtcggxDIk84/Y1RxcpUr1pBVl0WCnLKk6hWrTIaGhpERkZLw9C+QiAQMGbMYFxcLnP16i3s7KShNtKQnHOMHz+MEydc6N7dniNHThfIfLLj3LmrPHv2kvv3FVsHasWKefj5vaF9+56IRKmULVuGc+cOYmnZKK1N1662jB49lT17jnyXIMOPSEpcPBKxGNWSJdJUURtMG0d/v3tpbQ6bt6brjZNMrt6UAQPGcfp04czLUQQxMbEYG5dXtBkFgqamBkeObMfOrg+lS5fit996prsvkUjw9HxE3bqm6a7Hxsbx+PFTWvy/fpqPz3MqVMioFOvldY1ataw4duxMhvBFiUTCxYvXWbNmK/fvP053r2zZ0kyaNJL+/XtmGp6qpJS9w5abuX3Bz+8t8fEJ+Pq6p11bsmQdJ0+6MHXqf8IdGhrqLF48m+bN7fnjjzHo6RWO+mDKykqIRWIS4qJ5fOcyXrfO8Oa5Fw2btWTE8H706NySkiWyz1GzalwLD7cTDB41n2WTuzBsxibKGWe+sBKlpuB+8RDnD62nQWNLLl89iVmNivKYWp7oYtuMllZn+X3qKhaNsaHv+MXUaZy5eFdcTCQ3z+7F1WUfterUZ8OGFXRs21BmtgiFAnZuW8Tfy3fx1ucGEWFhBAd+TLu/du32tN9VVNVp7TCQKye28eKxB7f9JmNbLwUttcx6LqaYgiUuLj4tvPH69S/hjUnp2qiqqlKnTi3atrXGyqoxFhb1Mg2Fj49PyDIyy9b2FwQCOH36Io6OhSOiLCumz17Dji1baNN5MD1HzlO0OWnIxGGLjgzlxSM3lqxYLIvuCg3Z5Ul84cmTZ1StWjmDs/Y19erV5tWrN2kOW5cuHRkzZjrjxw/j4sXrbN++SuEOm1gsZvz4mdjbt6datSoKtQXg5Mk99O49gg4dWjNsWOY5kYaGBrx69aaALVM8eVFFHTy4T4HJsf8oxMbGFZrFeEGgp6fLsWO76NSpLwYGUhGRL3leqampmJnVZOjQ9DmjEomEdet2MGnSn6irq6Gpqcnmzcsy9F2mjCEVKhgxYsQUOne24fDhU6xevRV//4/p2tWrV5vJk0fRqVP7XNXAy+mELbu5fcuJEy506tQ+3TUHBxuGDZuYzmEDqSPZvbs9Tk4HMtxTBIGBwaxavobPgf8ya6AV5haW9O/nyK+O6/J8QqSnW4KTB1ewZssJVk//le7DZtOsbY+0+xKJhEe3z3N67wrKlivPP4ecaNE0c/EnRfHltO30hQ78MWkmXubn6DF8LpolpLlt4Z8DuOa8g7vXTtK8TQecT+3Hol51udhSqYIh29f/V75IIpFw/vxVXr16S0REBGFhEbx5F4iPjy+Va9ZHIBTy7uVj4mLjOP9YCy01CSXUJGhrQAl1CZpqErTUJGiqSYtvZ4VIDIkpkJAsICFZ+jMuSUBsIqSIBKgoSVBRBlUlUFWWoKIEykr8/6fkv9+FEtRVsx+rmKJHYGAw9+55cevWHW7dusPbt+8zlNLQ09OladMG/PKLNc2aWWBmVjNXn9uJiYmULp35WlgoFGJmVpO9ew8XWodNJBLTtccYbt+8Qf/fl2PV4VdFm5QOmThsG+b0x7BsOUYMSa8oWKFCPT5+lKofXr7sysyZizh1ah8VKxqxZ89hNm+W1mUoWbIEixbNxNKyEf37j+H9+w/ExcUTGhpOpUrSE7uVK/9i4cJVLFw4I60gn7//R3r1GsGdO+dlMY0MfJ0nsXTpn+nubdmyh337jvLvvx84fnxntv1kfDPooKurzYkTLtSoUa1QCCAsXryOuLg4tm5dkXPjAkAoFHL0qFO2bbS0tLLNcymq5EUVddmyP9m9+xBOTv9kKuTyMyLdBcx8cV+U+PLZC1ChQjmePJHKKtvZtWPGjAmZPv5H410AACAASURBVLN5838iJ8eOZf/+i4yMYseO/Xz8+AmAsmXrpN1r374VkyaNSncqnhfU1dUJCwvP8n52c/uWzOZap04t7t69CID3NwrCy5fPzY/JMmXTpl1s3LiToKDPGBjo02/Ab8z783dK6X9fKK9QKGDK2B60aFaPwUPG88r7Dr1GL+TJncu4ntmFWJTK4iXz6O7QXEYzkQ/S0zYXJvyxkkVjbHD4bQovn9zm6f0bdHL8lVtuLlSrLN/SMN8iEAjo1Kk9nTqlv37F9RFDB4/BoExFQgPf43njNNZ2/YhOEBCdAJ8iQUkgQSgEiUTqkAmFoK4CWmoS1JQlxCcLSEgRkJwCqWKp2qRQIG0vlkiLdmeOBKFAqlApEMDXrSQSEEmkDltJdQl6WtJ/OpoStDWKyxIUBVJTU3n+/BWeno+4ft2de/ceEhaWfs0kEAioXLkiLVta0rKlJU2bWlChQrl8jZecnEyZMqWzvN+zZ+dCF3L+hdjYeCxbOBIcGMAfK49T1TT/KuTy4rvfkjdO7ybg3Us87mbMb/jCt7VyLl68zp49h7lw4RAGBvo8efKMfv1Gc+3aCQ4c2AyAu/s9Nmxw4siRHd9rYr75kifRtetAVq3awpQp/9VZ+VLr5+zZS4wePQ0vr2uoq2ce4+Dt7UvLlunVDLt168TUqX+xadNSuc4hN0RHx7Bu3XZmzJiQoX5GYaZkyRJEROQul+FnRUVFBTOzmvzzz/Fih+3/JCQkYmhYStFm/NCUKWOWJuEM0jo7f/89i5o1ZXOaUbGiUaHL7y1IFixYibV1M86fP5irkgV5pamFCR5uJxk66i8mdvsvHLZmzerUN8sY+loY0dPRYv+OeZy+YMOyZRtp1aYV+7fPwdBAO+eHC5D2rRtw9NheunXtDcChTbMRS8S06vRfKL9IIkAk+u8ZkRjikiAuKXNHTCQGUaZ3vkWAWAJkU8M7ORXCYgWExYKSUOrgpYpBWfiVI1dC6sTpaEgo4BTGYvJAcHAIDx485s6dB9y6dYcXL16n01cAUFNTpXbtnMMb84OSkhIPHjyia1fbTO8PGdKHuXOX8eTJM+rVqy2TMWWB35sPtGnjiFBJhQU73dA1KKNokzLluxy26MhQjjstYtiokdSqkfmXSmY5YOvW7WDBgulpsa716tWmTx9HnJwOMHv2pO8xSebklCfh4GDDoUPOHDp0MkMxVolEwvbt+wgODqFdO+t09zp1ak9Q0GfatrUmKOiz3OeRHcOHT0ZXVzudQ/ojoKNT8qc8Ycsr7u5nSU1NzdMzWZ2O//PPcfbtO4qBgR5JScm0aNGUlSvnIxQKGTNmGjY2bejSxRZ7+37pTsMLE9JdQEOF2pCYkkSnLX1JSk1GJE6lc92OzLT5HYlEwqKLazjtfQEloZAhln0Z2SJrGXdFcePGKQwNDbIMBc9qfrde3+FPl6Ukp6ZQv0IdNvRcjLJSxq+hmjWrc/XqLXlPo9AiFArp1aurXJy1L+hqa3Li4DLmLajAiGG9uHfXkxkz/mbKlPmcOrVXbuPKmi62zehi2yznhgqkWaMaXL7qjE2H7sTHRHF40xxiIkJp1q47ESGBRIR+IikhnvrNO1JSJ+v0CnkjEgvSHMEUEYTHCQiPA6UQ6QmgSAxqKvCLWQolFR8Y9FOTlJSEj89zPD0fcfOmBw8ePMl0PVSqlAGRkVG0a9eSWbN+z3V4Y36YO3cKs2YtZujQfpl+dmlqalKhQjk2bdrF9u2r5GJDXjl/0Z0Bv43AqFINpq06hfI3CuWFie9y2DbM6Y9hmbIsXzw50/tZ5YC9eOFHvXp10rVt0KAuhw6dzHHMESOmpJ1kpaSkIBDIX7klpzyJadPGMXz4ZAYO7AXA3LnLWbFiMwkJCTRqVJ8zZ/ZnkKkvWbIEEycqvh7FjRvuXLlyk6NHFXeSmV90dXV4//5jzg1/cgQCASoq+dsW/fZ0HP47XRaLxdjZ9eX2bU+srQv3gulrUlJSMTJS7A6amrIqp0fuo4SaFimiFGw39aZdrZa8+vyGgMhAPKdeQigUEhIbplA7s8LMLHtZ98zm90tNa0YfnsbpkfuobliFxZfWcuihM781ySgW0rChOUeOnJKX+YUeZWXlAlN3/WvueAC6dbMnKiqG6dMXIhaLC4UqWlGiTq1K3L59nl9+6U5EaDDnDq7l3MG16dpcPr6ViUsOYlBG8SIvX/P1CWBCsoSrT1VoXzeFHLRuipEREomEDx8+8eDBY27f9sTd/R5v3vyLSJT+nFVVVRUzsxq0bGlJs2YWNGpUH0NDA5o1s0VVVSVDvU1ZM3LkQPbvP0b37kPw8sq8BIetbVucneWTxpRXVqzZy5KFf9OoVWeGTFuvaHNyJN8OW25CIbPLAfsWiUSCQJCz3O327asy5LDJi9zmSdSvX4f796V/h69zQDLj23wJAGPjCnLLw8uO9et3MH/+Cnr3dqRdu1YFPv73YmCgR1xcvKLNKLLkpJCanJxCUlISurqFKwQpJ0QiEeXL5y9GX1YIBAJKqElFI1JEqaSIUxEIBOy6c4gdfVenLZYNSyhut/17yGx+SkIhasqqVDeUihq1NmnOmhvbMnXYWrWyIiEhkcjI6B/u9SULVFSUiY6OKfBxBw7sxbRpCzh8+BR9+3bL+YFi8kTliqW5e8eF1r/8SnhIEJoldNAzNEKvVDmCPr4h4N1zVv7Rg9+XHPzuQufyQ0BSqoQrT1XoULdY7VIexMXF8/ixD56ej3B19eDxYx+io2MztCtfvixNm1rQsqUljRrVp1at6pmenlWtWildGRN5snz5XBwcslbuHjt2KNu37yckJFShqQkDh87krPMJugyagU3PUQqzIy/kawstN6GQkHWtnJo1q/PkydN0bZ88eSaz/Ie8oKdnwr//+hf4uIpmyJDf+euvFSxcOCNT9bcfATOzGnz+HJKtOEEx+ePL6fiBA1syKKRu2bIHa2sHatWyolq1ynLftZMlX0JDy5VTfIy6SCzCerUDNf5qRmuT5jQyrs+7MH9OPjlHm3WO9HAaypuQfxVtZr75dn4WFeuRIkrl0QcfAM74XCQgMjDTZ42Ny6Ojo83atVsL0uRCg6qqKjExGRdo8kYoFGJl1YhJk/6kY8derFq1hcDA4AK3oyhTupQOd9ydqVilBsYmdfhj5QmGzdzElBXHqFa7MZFhQWxbKL+NaNkgFUC54qNCfFLOrYvJmaSkJObMWUL9+r9QsWJ97O37s2DBKm7dukN0dCyamho0a2bB9OnjOXlyN//++5CnT93YuXMtAwf2onbtrEMdzcxqEhQUUiDz0NDIPlbW2Lg8urrabNmimLDrlJRULK174HL6FGPm7/phnDXIp8O2YU5/SpXOOhTya77kgB0/fob9+48BMGHCcObPX5EWb+vj48vBgyczSEvnlsSUJNqu706L1Q5YrrRlySWpCo3t5j5Yr3bAerUDpgub029P5jlaP5NwRWJiIpaWdpw7dxVn572MHTtE0SblmwEDelGuXFm6dBmgaFOKHF+fjn/Ll6Lxfn53iY9P4MQJFwVYmD8CA6X5ot+GKCsCJaESbpPP8myOG14fvPENekVyajLqymrc+N2ZgU1/ZdyxmYo2M998O7/nwX7s7LeWWWcX03Z9d0qoaaEszDqXon37Vhw//uO8tmSJqqoKMTFxChn70KFtTJsmLWmwfv0OzMxaYGRUl5YtOzNnzmJ8fV8pxK4fnXf+wWxyOkPP32Zi0cSOkOBPaJXQRZQqFYXQ0CxJK3vpd5m65vepgRYEEgQkpcCVpyok5FyBo5hsiIyMwta2D5s27eL9+w8AVKliTL9+3dmyZQUPHlzh48cnXLhwmBkzJtCmTQt0dLKOPLhxwx09vf/qLOrp6ZCampJle1ni4+ObY5sWLZpy5szFArAmPR8/hVDTtBXv371l7tarWdZxLKzkOSQyN6GQ3/JtDpidXTsCA4OwseklDZ0pocW2bSspWzZrOdDsyCof5MKY/+pPDdg7FrvaGSWfQVqk9WfB0XEQnz4F4eV1VeFhYbLg7Nn9NGzYjvXrdzBhwnBFm1NkyE4h9QsqKiq0bWuNh8d9une3V4CVeScgILDQvd91NLRpUbUp117cwkinLJ3r2gBgX6cDY4/OULB138/X8xvfelja5/L1l27ZniBOmzaOJk1sCAsLz7IYa1FFTU2NuDjFOGyamppMmTI67T0fHR3DsWNnuXDhKkeOnGbTpt2oqChjbFwBS8tG9OjhgLV1syKX8xYQGMaTp28oU1qfiuUNKaWvjVCYc9rGFwKDI7hw1ZMbrnd56HmH6Igwapo3w8TcinEOoylToVqGNJCHN6XlWhq36pxZl4UOCQISkyVc8VGhg3kK6sUKknnG3z8Ae/t+fPgQgI6ONk5Oa7Cyavxd5Z66dRssQwtzz6NHPkyePJcRI7LfRB85cgBdugwgNTUVZeWCqR+xe/8Zpk6egUGZCszddgN1TdkoYxYkef5L5SYU8gtZ5YABDB3aL9sTtRYtmtKiRdN011xc/kn331/nfmWWD/KFmMRYbr25y8ZemUvoC7PZ5S1KrFu3HU/PR7i5nS0SzhpApUoVGTVK6lQUO2yyJSeFVIlEgqfnI+rWNc2ih8JHUFBwgX1BZEdobBgqSiroaGiTkJKI62sPfm89HLs67bj1+g79m/Tk9ltPqpdSfBH7/JDV/EJiwzAsYUBSahLrXHcwpW3WyrQmJlUpWbIEu3YdYurUsQVoveJRU1MtNPm52tolGTq0L0OH9gWkYcUuLlc4c+Yirq4eHDwoFQurXr0yY8cOoX//nj+08/bqzSeWrNzNZRdnyhlXJzYqgujIEFKSktDWK4WOfin09EtRyrAUpQ1LUaaM9F8pQwMS4uNxvXkPzzt3CA54T/U6jahhbsXgqX0oX8Us279LfGwUzx64IhAKsWjZKct2hQ0JAhKSJdzwVaZ9nVSUf47llEzw9n6Gg8NvREfHYGxcHheXg2niXvklMlIaMXby5O60a5qaGunKsMiDwMBg7Oz60Lp1c5YsmZ1t2xYtmqGiosLBgycYMKCXXO1KSUnFsedYPG7doJX9QHqN/kuu48mTPK9cvg6FbNWqC9WqVWbXLsUXwhOJRbRe25V3Yf4MtepHI+P6affOPb1Cq+qWaKtnHmYgL4nTwsTTpy9YsGAV8+b9kaPC249G9epVEInEijajSJKZQuqWLXs4evQ0qampmJnVzHLjpVev4aioSD9iGjduwJ49GwrM7qwIDAxGKBTy/PkrKleumGO8vbwIig5hzJFpiMRixBIxjvVs6Wj2C5ZVGjH84GQ2u+2hhKom63r+rRD7vpes5veny1IuP7+BWCJhiGUfWla3zLafBg3qcO7clZ/OYdPQ0CAuLkHRZmSKsrIyXbvaptVaEovFeHh4snr1Nv74Yz5Tp/6FtXUz/vxzSqGqtZQTj3zesmT5Dm67XqG5TS/+3HIlXT2mlOREoiNCiY4IIToylJjIUKLCP/PR51+ib94nKjIUZWVlatS1pOeoBVSuUQ8l5dwfOfk99SQ1NRklZRVunN5D227DFCrxnxckCIhNgLuvlWheQ0Qu9ON+eq5cuUn//qNJTk6hQYO6ODvvyTbMMbcMGjQBgDZtWqRdc3TsxOTJc3n37r1cSoXcufOA3r1HYGxcnqNHnXL1jLl5bQ4ckK/Ddt/Ll26OA0lNSWHy8qNUr91EbmMVBAKJJJuKit82Fggkd+5dTTtdq1zZgqioaCIi/ORlX56JSoim/94xLOs6F7OyUsekh9NQBjTpSWfzjhna6+mZcO/exQzCCkWJ5ORkata0wtTUhPPnD+X8wA/Gtm17+fvvtfj7P1K0KcUUcsaNm8E//5xAIBDw5bNPWVkZNTVVNDTUKVmyBDo62ujr62FoaEDZsoYYGZXD2Lg8VaoYU6lSBdTVi7WsC4p9+44wbdoCgoKeKdqUAqVLl99ITk7hwoXDijYlT4jFYvbuPcLmzbt58+Zf9PX16NWrC9Onj0dbu3DmZd2684xlK7bh4+VJa4cBtHIYhFZJ3Tz28mUdlX9PJS4mkp3LxvPcS1p/UEVNnZa2/WjXfWShLeT7LUpCCWblRdSuULyBmh3//HOc8eNnIZFIsLfvgJPTatTUZCO3qadnwsCBvVi7dlG66yYmTenRo3OOp195ITk5mcGDf+fChWu0amXFoUNbc/39uG/fEaZOXUBwsHw+22f8uY7tmzZTvXZjxi3ah6pq4f3eHm1XCYlEkuOHR55P2L4OhbSwMOf6dfe8diFXvs6XMCtbg/C4CLw+eHNg4OYsnykMIVLyZMOGnSQmJqY7Ii9KpKSk5im3oJifl5CQMMzNzbh5U3pC+PHjJ9698+f9+wA+fvxEUFAwISFhhIVF4O//kZiYWOLi4klKSiY1NTWt/IiyshKqqmpoaqpTsqQWOjo66OvrUrq0IWXKlKJ8+XIYG1egShVjKlY0Knby8omlZWO5h/IURjQ1NYiKKnhZ/+9FKBQyeHAfBg/uQ1hYOH//vZaDB0+wZcsejI0rABLi4xNJSkoiJSUFoVCIkpISNWpU48qVjAJH8kIslnD+yn1WrtrK+3d+tHMcRs9xq1DX0MpzX+GfP6JrUBZhJgXg84JWSV0mLNrPuxePuHBkIz73rnLt1E5uuuzHyuZXOvQYVejqs32LSCzAN0AJXU0J5fVzfxjwM/H48VMmTJiNRCJh7NjBLFgwQ2YhxF+E/ZYvn5vhnpVVY65ccZWpw7ZmzTauXHHlxIld6U70ckPfvt2ZNOlP3N3v0qKF7Oq4hoZF06FjX96/fc2vo/+itX3REaX7rk+Yhg0Lh8OWVb4EwCnvC9iYtkFdJevdi8ImQiBrrlxxpX79OkV20Sh12Ir2/8MvfIwMZPThqXyOCUEoEDKwaS9GWQ/CJ8CXySfnkpiShLKSMisd52NhXE/R5hY6/P0DqFGjKiDdqKlc2ZjKlY1z/XxycjIfPgSkOXkBAYEEBX0mJCSU8PAI3r3zJyYmjvj4BJKT/3PygLTFqYqKMmpqamhoqKGpqYmWliba2tKTPV1dHQwM9NDX16N06VKUKWNIuXJlMDIqW2hPKORJYmLSTxde9fDhE65cuUn16lUVbcp3YWCgz+rVC1i9egF37z5kz55DaGhooKeni6GhPjo6UuW6uLh4Zs1azMuXr+Ve2iclVcTRU7dYt3YrURHhdOg5mqFzHFHJZn2QHaFB/swd1go1dS2q1DCnUs0GVDVtSJVaDSmhrZevPqvUasCYeTv58OYZF49s4tHt89w6dwD3i4dp+osjNj3HUKZC4X1tiMQC7vgp075uCjqairamcBEXF0+/fqMRi8UMGPArixbNkmn/EybMQktLM1MV5EGDetOjx1DEYrHM1kuRkdEYGhrk2VkD6fdv1aqV2bZtn8wctiMnrjBu9ERK6hqwYOfNQr/BkVe+22ErDGSVLwFw8vE5JrYZme3zRV105PlzvyItyJGSksL3hKL8SCgLlVhkP5N6FWoTkxhLm3WOtK7RnHnnljOt/Xja12rF5eeuzDu3HJfR/+Tc4U9GSEgoDg42+X5eVVWVatWqUK1a7sVAxGIxISFhfPoURFDQZ4KDQwkJCSUsLJzw8EiioqKJjo7h3Tt/4uLiSUhIJDExkaSkFFJTUxGJRGlO35fTPRUVFVRVVVFXl57yaWlppYVz6urqoK+vg7a2Njo6JdHX10NPT+f/C+VSlCqlh6bmj7GSSkpK4md5b4vFYqZMmcfevUdo2rQhCxf++AqhX2jWzIJmzSyyvL9hw042btzJhg1LZD7263eBnL3gwbXrbjz2vE2pshVp330UDZrbIvzO/PVAfz/qWjTn8P5V3Lztjcfdx9w6u5Ndyyago1+aqqYNqFLLgiqmDTEyrpGn8SpWq83wWZsJ9Pfj0tHN3Hc9zZ0rx7h77QQW1vZ07DWO8pVrfpf98iJVDDd8VbCtl4JasXJkGlOnzufTpyCMjcuzdOmfMu37w4dPAFy8eCTT+61aWSEUCnBxuULnzvn/DvwaZWWl79IPcHCwYffug99th0gkpvdvk7l68TyW7XrS//dlRXIT/7scNgsL6Q7+lzAhRVHHqBa3Jp3J9F5uFq1F/YQtLi6ODx8CFG2G3GjdujlLl64nOjqmyJ9ClNUuTVltafmLkuolqFG6GoFRwQgEAmISpYV2oxNj0toUk57o6FgaNKhToGMKhULKlDGkTBnDfPchFouJjIz+v9MXTHBwCKGh4YSGhhMeHkFkZDRRUdEEBATy8uVrEhISSU5OJjk5hZQUqdMnEokQi//7chUIBGkOoPTkTwVV1f8cQXV1dTQ01ClRQhMtLa3/nwSWRFu7JEKhkNTUFJKSUkhJkTqWKSnSsVJTU7/5b+nY0uv//S79KbXpi30ikTjNTrFYTEJCIv/lBxVdXrzwo2vXgURGRuHktJpu3X6MMhmyokOH1pw+fZHJk0d9tyhCTGwil64/4NJld+7cdiMyPATTBs0xbdAa+4Fz0S1VVkZWQ/DHt1StVo1yZfTo3a0Vvbu1AqQneQ8evcbN4xH3PB9y/ZQTkWGfqVzTnMo1G1Lf0oZKNXK34V3O2IRBf6yhU7+JXD62hTtXj/Pg5hke3DxDfSsbOvYaTyWTujKbk2wQkJQq4dYLZdrWTqUIrp3zjIvLZQ4dckYoFPLPP1vR0JBtxJOj40AA6tSplel9oVCIqWkN1q/fLjOHrVat6kRH5z90e/TogaxZs5X37z9QqVL+TsOePX+LvX0/4uPiGLdgL7UtWuXbnsJOnkVHvhUY0dMzwcvrqlyUZwoCPT0TXrzw+K7FVGHn2LEzjB49laZNLTh9el+RzNmrVq0JIpGIbt06MXPmBAwNSynEDm9vX/bsOUz9+rWxtm4m1/eFf/hH7Lb0xWPKOQKjgunuNASJRIJEIuHiuCMY65WX29g/IqmpqRgamvL69b2frq7X14jFYmJj4wgLCyckROrwSU/6otIcv5iYWGJiYomNjSc+Pp74+IT/n/wlkZSUDEj+H+IpDfMUCpXSfpf+E6KsrPx/Z1D68+vfVVRUUFFRRllZ+auf0msqKsqoqqqhoqKMl5cPrq7uhIS8UPSfTW7MmbOYLVv2YGFRn+PHdxb5TafMCAgIpF27HgQFfUZbuyQtWjRl+fK5eSo/s2bzSU6fPscLn4dUrGqKaYOWmFm0wrh63e8+ScuKgxtmYNmoFjMn982xbWBwBK7uT/C4+xgX5+PUqt+croNnoKOfN0GR8JBPXDmxjdsXD5GSnARA7Uatse09nmpmjfI1D3mhJJBQyVBMk2oiRZuiUAIDg2ncuANxcfEsWDCd8eOHyXyML4Wyw8NfpR2gHDZvjUoJLQRKQoTKyhgtm0vHjr3w8DhH8pWbeM5dRv/X91DP5/fhy5evsbS0Izz8Vb7trlGjGV262LJixbw8P/v3cidWLVtBpep1+X3xwR+ythrkXnREJg7bjh2r6dHDIe9WFgL09Ezw87tLqVI/hnxufvH1fUW7dt2xt+/A9u2rFG2OzAkPj2TZsvWcPHmOsLAIjh7dQbt2Bb/T0qPHEG7duouKijLx8QkIBAI0NTUoVcqAypUrYGpaEwsLc6ytm33XJkFsUhz2W/oxpe1oHOraMP3UAppXbUJn8444PznP3rtHODVyrwxn9uPj5eVN+/Y9CQt7qWhTisklCxas4sCBY7x6dVfRpsgcacHcvgQFhbBq1V8Z6hz+jISHR7J16x527jyIoaEBd+9eyNVzF695MWbURHqOnEfNelZoltCRs6VS1kzvyayZ4+lim7ccnIjIWGYv2MaZE0fo0H0kbboOyXMeXVT4Z645O3Hr3H6SEqU1+2qYW/LryPmUr5L5KYsiUBJKqF9JhEnZn1M5UiwWY2vbB09PL5o2bcj584fkEq53/vxV+vWT1rX08blFhQrlOGzemq43TqZzyJo374SeQMDYMoZEvXpLV1fnfDtsYrEYA4Oa+Pq6U65c/pRMR436Aw+P+3h738z1MyKRmJa/9Ob50yd0GTgdm56j8jV2YSG3DptMXjVeXt6y6EZhFMU6bElR0VwdOI5jTWw41tQGg9g4BjU0p9qp8zjp1yDkkY+iTZQp+vq6LFs2Fz+/e1hY1GPxYsXUBnz37j3du3ciIMCbsLCXuLu7MH/+VJo3b0xcXAKnTp1n3LgZ1KplhYFBTSpVakjjxh349ddhLFiwigsXruUYYpAiSmHgvnH0bNAZh7rS0IZDD53Tfu9qbovXhyfZdfFT8uDBEzQ1FVN3rZi8k5qayqVLN9DXz594Q2Gne/fBCIVCXrzwKHbW/o++vi6zZk3k8uUjvHr1hhs3chY1E4slzJ23jM4Dp9KguW2BOWsAQR/fUse0cp6f09MtwebVUzh//ij+Lz1ZNMaGp/ev56kPHf3SdBs6i0V7PLDrMwENLW1eed/BaekY8rIR/y0CJAhkGIYsEgt4/F6Jz9E/Ry7qt2zcuBNPTy+0tDTZs2eD3HKr7Oza8e7dAwDq1m2Jk1Pm6UATJoyguu8rmsyfxvcqOsXHSzcK9PSyf88dNm/NCatOnLR24FQbRwAeLl3PQbMWtHzoTY8Pn/A7eynX4+4/5MKLp978ueXKD++s5QWZxMY9ePBjLw6LoujI3RmLqNC2Je32bkSUnExqQiINbNsy39OLZVaNFW2eXJk+fRy9eo0gPj6+wMUVgoND03I7hUIhZmY1Mi1UnpqaipeXD3fvPuDJk2e8efMv+/cfZePGnaSkpKCkpISOTknKli1DtWqVqFvXjKZNG9K4cX0mnZpLjdLVGNtqSFp/5bRLc/utJy2qNeXW6ztULVW5oKb8w/Ds2Qv09fNaX6kYRXD37kN69x6OSCTm2LGdijZH5ty86cGbN//y6NG14tdkJlSrVoWWLS2ZOHEOT564Ztt235GrJMTH06R114Ix7v/Ex0aRlJhAFeP810gzUMtOegAAIABJREFUr12Zq+e2ccT5FvPnLuSmyz56DJ+bJxXIEtp6OPw2hXbdhvPn0JYEfXhD8Mc3lK2YP8VNeWSMisQC3F4oY2OeQomiKVadKT4+z/nrr5UAbN++irJl5ZtbrqurQ0SEH8OGTWLq1PnMURJy3nEwAqEA00G9qTWoN4FXb5KgqoJBXdPvHu/x46coKSnlSoG809n9GU7y6owehPn4YZQvb47++4+Y5HLcbdv2Ublmfcrl8zX+oyITh+3hwx/bYStqoiPJ0TEEetyn5eZlACipqqKkqkrpOrUITC36seTt2rVCQ0ODtWu3M2vWxAIbVywWExcXT6tWVjm2VVZWpkmTBjRp0iDDvfj4eO7d88LT8xE+Pr68fv0Od/d7LFu2AVEpETiAUpQSey4fQU1Nlc7lbBhddzCzzyxGJBGjrqzK2h6LMhn15+bNm38xMpKd4EAx8mHu3GVs3LiTX35pwcGDWzOVqP7R+f332VhbN813ov3PgJ6eDn5+qdm2SUpKYdnilfQcOV9ueWpZEfzxLUYVq8qkBmgvx5Z0tm3G3yv3s+KPbjTv8Cu2vSfkKSdHQ0ubOo3acO/6SXw8r+XbYZOqskpQEkoQiWV3KpYiAldfFWzqpaBS9PbIM5CQkJgm4d+njyN2du0KbGwnpzUMHNiL/p1/I9rHF/eLR/CdMg8dk6pwzY2nRrnPDc2OJ098ZRK10rhxfY4ePc24cUNzbCsSiXnl+5QhMzZ897g/Gt/tqdSuXSud8tiPSFELiYx5/wGNUvrcGjsd55aduTVhFin/r3Xz5fSnqNO6tSWnT+cu/0FWvHjxGoFAgInJ99XI0dTUpE2bFkyfPp4DB7bg4XGet28fEBr6gnd3H3Kg9RbGGQ2heXBjDN0MOLXhAlP6zcN7gS+vl78lYEsQfwyaz5gx09m2bS9Pnjz74d+jsiAgIJBq1Sor2oxiskEsFrN5826WLJnN8eO7iqSzdvHidfz9A9i8ebmiTSnUnD9/ld9/z74kz5otJ9AtVQ7Thi0LyCopMVFhnNq9hIaNm8isTw11VRbNGcrt2+cQJ4Ty18hfuHvtRJ4+u+s2aQuAz71r32WLkhAqlRKjJJTleZuA+GS4/VKZ74jY/GGYPn0BHz4EYGRUlpUr/yrw8a2tm/E8QJqu1KJjLz7p6xDk4YlyTCy9PgVy2Lw1cZ+CcG7VlfjgkHyN8eKFX+4iBAQCLnQbjHPrrrzYczjtsu+OA5xobk93kZh3vi9z9Vrf6nQMoVBIAyvbfNn8I/PdDpuFReGoxZZbUlNTOXToJA0btk1T1SlqJ2ziVBGhT55hOqQvjrfOoKKpwfU5S3j+/BVr1ixUtHkFwoABvXjz5r3cHJUbN9xp27Yb3t6+addu3fJAS0u+IZi6utp06tSO+fOncfz4Lu7fv4y//yPCwl7i6+vOxo1L6drVjhIltLh79wGLFq2hTRtHDAxqUq5cHWrXbkGHDr8ybtwMnJwO4Ov76qdx5sLCIqhdu3DWLSpGiovLFQCGD/9NwZbIj9RU6anRs2fF4jdZERsbS3JyCgMGZJ3bFxEVx9YN63EcMrNAywr5v/Zh2e8ONGnaiC1rp8q8/0oVDDl2YClOuzbhdm4Pq/7oRkxUWK6eNbNoiVBJmTe+D4iLicy/ERLQ0ZRQWluCUCA770osERASI+CJf9HaJP+Wixevs3+/1LE4eHCrQnKnU+LiURaJiIjwY9SQPgS53WPc0g04lS+Lj4MNvb1d0TIqi+PNU2jmUwDt7dv3lCmTc5inw8XDON48TcdjO/F1+ofA256YDunLr4+u0c3tDDUbN6CTWMKFCznnce7e9Q9VzRoVyTprOfHdMy4sxbNzQ+XKFhgamjJmzHTevfNPUxEsaidsWkZl0TIqS+lG9QGo0rkjnqfOU6NGtSxrdBQ12rWT7rheunQj7drTpy8yCHqcO3eVAQPG8uDB41z3HRkZTd++o/D3D6B16644O58H4OFDb7nHqGdHuXJl6NHDgSVLZnPq1F68vK7x4cNjwsNf4e19kzVrFmJn1x51dVXc3e8xf/4KWrSwx8CgJkZGdalTpyW2tr2ZOHEOe/Ycwc/vbZFy5uLi4rGwqJ/v5+PjExgzZhr+/h9laFUxX3PgwDFMTKoW6S9je/sO9OnjSP/+o3n37r2izSmUeHn55Jgbs3DZbmqaW2FcveBqkPm/9mHDnwOYOWcGG1ZMREVZfmuHti3r4el+DMPSpXnskTtBBg0tbUzqNkUsFvHsgWu+xxZJBHwIE2JVIxV1FZBlZptILOBloJCYBJl1Waj4/DmU4cMnAzB79kTq1autEDsSQkJxse3DyRYOWHjcx2poX3zFYt6//8j581e/+7tdLBbj5eWNnV3bHNtq/V9BUsPQgEr27Qnx8kazdCmESkoIhEJMB/WimqoKO3dmXzc5KSmZt34vad89+5P3osp357D9SCF2R47sQEtLM53ToqdnUuQWB5plDNEqX45Iv7fomlTlhctlXkVGs3zvRkWbVmAIhUKqVavM/v3HsLFpw4ABYzl37ioCgYAqVSrSu3c3xo4dzPTpC4iKisbF5QpaWpq0bm3F5MmjadAg60WAnV1v9PX18PG5iZ1dHzZt2omjox2vXr2hatXCWY+wYkUjevd2pHdvxwz33r17j7u7J48e+fDy5WuuX3fj2LEzxMdLv1FVVVUpWVILfX09ypUrjbFxBUxMqlK7di3q16/9Q9Q0i4yMRiwWU79+3r88/f0/8ssv3QgLiwBg9OhBMraumC/UqWOKh8d9RZshdzZtWsazZy9p27Y7vr7uuUra/5l4/PgpAgGMGDEFkUhE9epVmDnz97T77z+GcPTAXmasO1ugdr14fJv2dp0Z+lvHAhlPSUlI+w6tuXztLta2Odd6A2lY5MvHt/HxvEaTNvkXYgmPFSAAWpmmcNlHBZEM9+7UlEGrCL7kJRIJQ4b8TmxsHBYW9Zg4UXGOhXZlY7q5p39/fF4yByOjusTHJ2Br25tL3q757v/kyXOkpKQyduyQbNulxMXzP/bOOiyqtI3D9wQdiiiCKKKooIDYjQUWit295urq2rF2fHZ3dyMmdiCK3agoikorBiodU98fIyNISAruel8Xl3DOe97znnFmznnq9yjkctT1dJFExxDifpXK44cRE/oe7a8Obv8T59EtU4rbt++nO9eqdXsQq6ljU71Rltf9K5Ntg618eWVaYUREZL5v+FmzZhW8vLzp1WuoKvUG+KnpFD+LOgun4jFoDLIECb5hn3hqUhSziEj2Wtcj7uMnznYZiKFteVoc2gZAQkICFy5cwcPjOiNHDvpXiDM4OTmwadMeLC1rExMTy7FjOylQQJ/Fi9ewYsVG5s1bgUKh4OFDdwwNDVizZhsHDhzFwaEDuro6NGpUl9GjhyTzkE2ZMhdf39fcv++OUCikd+8ujBo1BVDWSDVr9ut9kZQqVZJSpUqmkBaXy+UEBATx8KE3z5694NUrf4KD3+LpeQs3t7NER8cilUoRCARoaKijp6eLoWEhTEyKYm5egnLlSmNjY0XFitZ5/t1w9+4DxGJxpmqirly5QZs2vVV/r1w597f8ei4zceJwVq7cxJ49rvTo0TGvl5OM75vQtr10hFtT5xN49hJCNTX0S5lRf818NAroZ2i+M2f2Y21dn9ate3PunEsur/7XolIlG8zMivPgwWM+ffrMmTPuyQy2KTPWULtJRwobm/3UdX0IeU29WjY/9ZxNG1Vn9bLlKBSKDD2rVKzpiOvGWXjf9UAmlSASq2XpvEIhfIgQYGKgoKaFlFuvxDkiQiIWKqhYQkYOaLXkO9av3861a7fR0tJk587V+S4YoKamxocPPjg6duT27QcYGJQlONgrS6UcJ0+ex8KiJGJx+mZE7IePXOj5FwBymRSLDs6UcKyPx+CxhD1+BgIBemamdNyxiknVmqZrS+ze5UJZ25qZXuu/hWw3zgZllOr48V3Y22eueeTP4Nq12yxevAYPj+vJthcrVpQxY4bSvXsHNDUz17DyV8PCoga9e3di+vSU+fbnznnQpcvAVI9r3Lge+/Zt+GUL/0NC3mJjU5+qVe04enQ7urrJFbdu3LjLo0feDB7cJ9n2iIhI1qzZiovLMfz9gxCJhCgUCuRy5WdlzZoFdO/eHlDWoxQtas3cuZOYPHkehw5tzZBK5L8FuVzOixev8PJ6io/PC16/DiA4+A0fPoTx5UsEMTGxyGQyhEIBmpqa6OvrUbiw0qgrVcqMcuXKYGtbnooVy+dqlGHhwtWsX7+D169/HL1Zs2YrU6bMU/19/vxBqlXLeirlbzJHt26DePjQGy+vS/nquye1JrTB7p4Uq18boVjM7elKEZEaM8dneM4RIyZz6dLVTDWN/a/Rtm1vwsMjuXTpCAAPHr+mdatuTN/ojq6+skffs/ue+PncJ/zTOxzaD8KomHmOnV8qSUCspnwfLh3XkcmT/850o+zsIJcrKGNZn5Hz9mNkWipDx8wc7EBo0EtGztuHpV1W70cKLIzkVLdQKkvf8xPx+r0w20abhpqCNlUk5DNbJts8ffqC+vVbI5PJ2L59FW3a/JwobFZISEjA1NROVU977NhO6tevnak5DA3L0axZY/buXc+5cx7888//OHp0J3v2uLJzpwuGhgZIJBLGjv2Ljh2dAWjVqgezZ09UZTAFBgbTpcsg/ve/f5gxYyFPnvigra1FsWLGaGpqYG1txfr1iwBlSUOJEpUYteAAZW3+XUZbRhtn54isPyil/TNjsOW0t/J7xo+fxaZNu1R/ly1bmrFjh9K+fcsfegT+TSQkJPDp02e6dEmZGtGyZXeuX7+DlpYmN2+ewczMFACZTMaCBatYtGgNRYta4+3t+UtG3ExNTXj58laaKXu1a1ejdu1qKbbr6+vxzz8j+OefEUREROLt/RwdHW0KFNDDwKBgMu+PWCxm4sS/mThRKaNfs2aV3LmYfIpQKMTKqixWVml3UElISODZM18ePXrK8+e++PkFERLyFm/v54SHHyI2Ng65XI5QKERTUyOZUadMvyyFtbUltrbWFCiQtUidj48vRYoYpjtm+fINqp45FhbmnDy5l6JZLMb+TdZZuHAGdeu2xMKiBlu2LKdp04Z5vaQ0Kd7YXvW7UfVK+B07k6njHzx4jKXlf6uXUGZ59Ogp/fr1UP09aeoymnQYpDLWXj29y/YlI2nu3I4TZ/bRuO2AHDu3910PNs/7i6nrzlHIyJTQ4NfY2WRPBTizCIUCKlatyYvHNzNssFWs6Uho0Ese376YDYNNQMhnIdVRGmyVzWWERQr4HA0Ksma0iYQKbIvLfnljTaGAT9EC9LUUqIkgLi6eHj3+RCaT0bGjc7aMNZlMxqdPX354v8oO6urq9OzZkWPHzqCjo02bNr1ZuHA6Awf2zPAccrkCOztrLl++zoQJszh8eBslShQDlGUDw4cP4NUrfxo1akubNs1RU0s70uvgYE+DBrUpUqQ8enq6rF+/KEW51dIVO1DX0PrXGWuZIccsl/v3H2X6mO8b6Zk2qkv16WNV3kqvpesz5a1MypAhfWjYsC7NmzfKd2Hpn8mpUxcRi8UpHqg7dx7A9et32Lt3PS1aJC8aFYlETJo0kgkThlO4sBXW1vb4+99XPSwXL25HcLCy915anpX4+ATq1avJ4sUzEAqVEaolS9ayb98RBAIBJiZFWbhwuiqltmLFhly6dDjH66GyO5++vl6qRl1Sxo37C7lcwfz5K/5VIh05hbq6OnZ21ukWX8fGxuLt/ZynT5/z4sUr/P2DCAkJ5enTF7i4RKoidUnTLwsVMsDY2AgzM1PKlCmFlVVZ7OysUzWy/PwCVTeTtEg01t6980ZdXZ27dx9SvnxdjhzZ/p+KmuY1JUoU4/XrOwwcOJquXQexdOls+vbtktfLUklTI/jWhDYpz3e7Urpdy0xNGRAQTLtMHvNfIzIyGqlUAsC5Sw94/vQR3UauACAuNpodS0Yzc84sFAoFD+5Xy1TT6fR49uAqO5aMprh5GR7fcadafWckCfGYmf58J069ujW4cOkm9Zp3y9B4mxoOnHNdz+NbF+k4cGqWzyuRQWQs6GmBUAD1raSc8lIjIf32eGkiEkIpo1/7HimXww1fEW8+C1EA+loK9q+dgb9/EMbGRtlW4i5ZsgoSiYR3757+eHA2sLAwRyaT8fjxZY4cOUWpUplPL9bX12PEiMm4uGymVKmU9fsWFuZoaWnx5UvEDw1QsVjMxo1LGDx4LJ069ef48d3J9CYO7D+EVaV6yY4Z2b48yw8/A+DJHXdcNsxk5Ny9XD/nwtWz+9ArYIhMJqVNn/HY1WpCaPAr9q6aRGx0BFJJPGWsa9Dj7/m8eHSDZRO70nPEAuo2U36vB716wtzhLWnff1K+ETnJlsF24cIVOnVSNroLD4/8wegfk11vZVIS63L+65w4cS7Fg+qbN6GcP3+ZdesWpTDWkiISifj40YfCha1wcGjP3bvnk+1Pz7Mil8txcurOtWu3sbevxaZNu7l16wGenm5oa2vh7u5J9+6DuXHj9L8iJbVlS0cWLFj5Wzwgi2hpaVGtWqV0Uw+lUikvXrzm8eNnPH/+Ej+/QEJC3nLlyk2OHz9LTEwMEonySUJdXR1dXW0MDApStGgRnj9/Sc+e6ddEVatmx927Xri4HGP48Emq7eXKWeTMRf4mw4jFYrZtW0nt2k54eFzNFwab85n96JgUJfZDGKfb9aVA2dKY1FX24XqweC1CsZgynVtneD65XE5ERGSGVNb+y8ybN5nx42dRsqQZ67cew7nXGNQ1lN+zhzfPpmKVavTt1gSHFoOo3TRn3ic+D6+xbeHfbNiyhqDgd+zec5QSpStgYpYzjbIzS9PGNVi7cnWG69hKl6+Cjl5B3r/xIzT4FcbFs/gdpoA3X4RYaimNLE11pdF26Wnm69lEQgU2xWX8yl2UJDK4/EzM52gBsq8ZbJ6X3DnmolQ33L5jNbq6Olme/9at+0RHx3DixO4cWW96BAQEo6enLBNp184pS3PMn7+Skyf3pnmP9PLypnRp8wxHCzt1as3WrXuJjIyifv3WLFkykz/+6EZ4eCQhQYH0GpO6cJ7Pw6scWDedv+fsppCRMlPMoW1/mnQYzNtAX5aM74Tt3vu4rJ+BQ9v+2NVuCkCIn49qDlNzK+5dOaEy2O5edqN46QoZfi1+Bpk22Pz8AujdexhPnny70BUr5mS+GD8XvJW/Scnduw+pVatqsm116ihf165df6wgJRKJWLVqLsOHTyImJlbVT+T69TvpelYSEiTEx8dTsKAypXXFio2cOLFbdXzjxvbUqFGFgweP/yuEHC5fvo6urs5/Opqb24jFYipUKEeFCuXSHCOXywkMDObRo2f4+Pjy+rU/QUFviIuLp3jx9CNsTk5NuHvXi+HDJ2FoaIC7+2HMzIrn9GX8JhMULKivUufMa1KTpjapW4MX+w4TdO4STkd3ZkrA6vr12wiFwn9tSmRqZQ9xn7/g3m8EUYEh6JqZ4rBtJRoFC6Q7z4ABPfn06QujR0/FoLAJNRsplW4f37rI0/tXuHndjVf+ofg8uU/v8Wuzve4Xj2+ydcFw1m5YSQuHqnwIi2D6P5OxfuWNmXnGUhJzGpvyJZHLZXwMDaSIyY8d0SKRGOtqjbh96QhPbl/MssEmUwgI+ijE0uRbVKywnoJ6llLefhESEw+xCQLiJQLipSCVgUCgjMYJBMrUQfnXH6EALIr+utG12ARw91YjOl7ZTw7gXfBrti5SiuEYFTNny65z1KxROcvnaN5c6XCoWzf30/7evXuPtrYWt28/4Pnzl/To0SHTzy8WFubs3n2Q+fOTR3HXrdvOzp0u+PsH4eq6RbU9te/H77cpnznnsXu3K1OmzKNPny4sXLIZLW1dSpZL2UbM98ltdq+cyLCZ21P9bJiYlUUkEhMV8YmIT+8pWNhEtc+0VBLF+CLFiIuJIuLzB/QKFsb73mVsquUvEblMP11WqeLIkyc+9OvXnTdvHvP5sy+9e3fOtNJiao30EsmKt/I3qRMS8pY2bZJ3hA8Pj6BPn4x7Inv2VBpU5897AMpeGD16DGH37nUpPCvr1m3H3t4ZK6s6WFiYY2tbgYgIZUrb94Zd5co2+PikFLHJKvsrNuRQnZYctnfm6Neb+q2p8zlYoxmH6rbifM+hxIdH5Nj5knL37kNMTPKuB9tvlAiFQszNzWjduhnjxw9j/frFnDy5F6FQSKVK6au7deumfM/4+d3l5cvbv421fIChoQGfP2ejAXAOIYmOISEySvV7iPtVDMqXI+jCFR6t2EiTvesRZ7I5ro/PS7S0fn5D3Z9JS7ddtPd0o+1XwRCvZRswrV+HzvcuYFq/Dl7LNmRonn4DlMJQrfuMRSgSERkexp5VE1m+YiGFC+mxYcsRqto7oaGZebW7pLz0vsPmuUNZuXY5rZopo6dFDPWxsLLlysndlC37c+vXEhEKBdhVrYnv45sZPsa2hjJy++jWxWycWYGGWkphOpOCCqqYy6hnKaOJrZRWVSR0qCGhcy0JbatJaFpRgr2VlJplpFQ2l1HBVE69ctJfNroWmwBnH6kRlcRYUygUbFs8kriYSCrVac64pUe5dPEcW3ZlLTNs0KAxAKxfvzjH1p0e3bq1x9f3NS1adOXvvydx4cKVTM/h4GDP/fuPWbJkXbLtQ4b05c6dc2zdupwhQ8YTFxcPQKFCBfnyJVw17vPncAwNDVKde8GCqcjlcnr2HMrG9ZsoZ5dSFEUiSWD9rAH8OXUTxiVSd3z5+TxAIBCgV8CQxm37s/yfbqya2puLRzYTExWebGzlek7cv3qS10/vYmZhoxIbyi9k+uPj5eXB58++LFkyEy2trKd/peatBFTeykYbl/wr5fZ/Jo8ePUUmk9OkSYMU+5ycHDM938mTFwBQUxNTo0Zldu8+mGLMkCF98fR0w9f3JjExsRw6dCLN+TKa3pEZvn9AMG1Ulw7XT9Lh2gkKWJjjtXR9jp4vkRcvXv1OncvHyGQyLCzM0x2T2PT8WhLn0W/yliJFChMREZXXy0jWhPaYYwdKNG1ICcf63Bg/E0lkNKfb9eWwvTNXR2W8XkhDQwOF4teNOGSFwNMXKfvVMVK2WzsCTl3I0HHDRi/AvkU3ajl0RKFQsG/1JJo6taZVsxrIZHKOHnKlTtOuP54oHUL8n7Pxf4NZtnIJbZ2SC6g1dmzEm4DnWJbLmwgbQJmyFnx4G5jh8dbVGiAUiXnlfYfoyPAfH5AKIiFUKJ7x96hAAOpi0NcCI30FJQwVlDWWU9FMRtGCOdd8+2dz+5WIeAkkFfILfu1NwAsvdPQN6DN6Cbr6BnQaNJ3NW3alM1PqJCQkcPDgcQD+/HMsBgZlMTAoy4wZi8iMkntmaNHCgQ8fnhEW9hxjYyPc3T0zdbxAIMDPL5ADBzbi6nqcXbtSPg86OzejUiUb9u07DCgjhy4ux1XXtG/fYeztU48misVixo8fzrlzHkglEpp1/ivFGJFYTOnyVbl+9kCKfRePbmHOsBYc2jKH/hPXIBAIqNO0M9M3XKSqfUtePL7JwtHtkEjiVcdUtW/Jfc9T3Ll8nGoN81/AKNMGW6KSYHbIDW/lb1Li4nIUQ0ODVFUxo6KiMz1fYr6zUChk27aVqXpWElFTU8PBwZ7r1++gr6+HtrYW/v7JbzZeXk9zPR2oeGN7hF+v36h6JaLfhObKeUJCQtNttv2bvOPzZ+XDislXJ9GPSLxx/ibvMTY2Ijo6Jq+XoWpC2/6qGx1vnKby2KEAdL5/kW7enrT3dKO9pxv1MiE4oKmp8e8WKfpa9nCkYVt8tu8HIPb9R1WzXG1jI2I/hP1wGtfjV7lz4yrt+k8G4Jb7IT688WPZgpEAnDh3G3UNLUqWs0tvmh9y4dB6evXrT4fWdVPsa9+6IQDWVnkTYQOQSKSoZcLjr6WjT1mbGsjlMrzvXsrSOfU0FRjq/rqG1o+QypTpmukR8knA+whhCmXMmxeVRkj1hm3Q1FY+G5WvXA9/32e8Cf2UqXU4OHQA4NOnF3z86MPKlXPR0FBnxYqNeHpmPKqaWRKfDcuUKcX9+48zdaxAIMDfPwgDg4IcPLiVxYvXcioVB8z48cP4Mn4Wh+q0xHDnAawvXKZePWcml6yCqcsxSh87y/6KDTls75zi2FGjBrNgyQJEYjVKWVbi2X1PhjiVZIhTSZZN7IJCrqD/hNUE+Hpx+kDy+jaHtv2ZvPo0Yxe5Utamhmp7QcOi1GnahSHTNiMUiXjj/0K1r0AhI4RiMc8eXMXKLuX3QF6T6Rq2I0dO0aZN82zV6qTVSM+ligOy+AROt+sLgFG1Spm6Af4mOZ6et7C1Tb1o8ujRU7Rvn7EawURvSKtWTVTbtLW1OHBgI05O3TAyKpyiDk2hUHD79gNsbcsD8PffA5gwYTbbt69CS0sTD49r3Lx5N9uKSsnIw7rIyMio30qC+ZSXL/0QCoUZ/s46lg2xo9/kLMWLmxAXF5fXy8gVNDQ0VL0d/42kJtKSWT59jmTCuCn0+Hs+Wtp6hL0L5tDmORw4uAMdbaVY1bYdrtRp2iVb2RoRXz7idfM829b+k+r+Sjal6Dt4OHY25lk+R3aJj09ApKb744FJsK3pyHOv6zy+fZEajX5cs54UsVCBdXFZpo75VfgcLeD5GyGBYUKlcmURORZF5RTQTv55lMhI1jA8um9dBFo6KIRC7AJf4A44Br4kZpiy7EQRFcFoAbgeu8zfg9tlaC2vXwfw5IkP69YtQiAQIBKJ6NWr00+t7a9atSJ79hzK1DHNmjUiOPgNoPye9vJSOgW+z96qVMkGH5OiyVThh303180p81DXV763T5zYk2zfwYPHMfma7ljOrjZd//ofF49s5sUjpSE7qqPyGfe1zwNeP71Lj78XpLlm77seWFWqi0isRvin90RHfKagYVHeBX/L4nCdVNvDAAAgAElEQVTuOZrIL2EIRaLMvBw/hUwbbIMHj2HAgFGYmxenSZOGDBzYEwuLzKUJJHorv6fz/ezkWv/me16+9FM1eE5K9eqVcXM7l+F5EpsIf99nL9Gz0rJld1Ue8rp123FxOYZUKqVCBUv691f2zxk0qDdfvkRQt25LRCIRRkaF2bNnfbbSar8np1XcMkpAQBByufx3hC2f4ucXgLp62j1gktKhQ6t003h/83MpUcKU+PiEvF5GrqCpqYFCoUi3TcqCBau4d+8CpUsr63/Xrt3G5MlzcXc/TOXKtuzefZC1a7cjEAiQy+VMnToaJydHhg4dz7Vrd9DX10UoFLJo0QxqZEMMISukVvagZVSYmND3aBsbERP6Hq0fqMcNH7uIClXsqVClPnK5nJ3LxtCjb3/qVFeKBXwIi+D2VXdm/TEzW2u9cXY/9Ro3x9ioYJpjls3/O1vnyC4SSQJizczV1NjWcMB14yy873kgk0oQiTP2PQggEoFpoX+PQ0Emh4CPQnzeCImOFyCXK/vJyWXgGyrk1Xsh2urKFM6SheVoqIFXgAjpdzar1vz9PPF5wNqZ/TAuUYZCc3arnAXxm2aTEBqE+2n3DBtsVasqDZyMiMDlFo6O9Vm1asuPBybhw4cwChVK+/OSURQKBX5HTuF0PPVU0iePvKjfsjegFNNp0LIXDVr2ApSy/qMWuOB+dItSYOfOJf7p9S2a9uTOJRzaDcCmemOEQiHP7l/BZcNM1NSVzp72/SdRoJAR74JfqY6xqJB+G6e8JNMG2/v3z7hy5Qbbt+/n8OFTbNiwEx0dbSpVsqFz59Z07doOdfX8Vaj3XyQs7BMxMbF06tQmxb6jR3dgalqRkSOnsHz5/344z9q122jbtoUqfJ74cAEpPSsTJ6Z+UxMIBEyYMJwJE4anuv/RI4+MXFa65LSKW0Zxd7+KtrbWb4XIfEpgYEiGxR06dWr922DLR5ibmyGT/Tu9/Boa6slq2FJrk1KhgiWHD59g7FhlRsqxY2ewslJ6m0NC3rJkyTo8PI5RoIAeUVHRhIV9S8WaNWs8bdq0wN3dk1GjpnLt2s97X0uiY1DI5ajr6arKHiqPH4ZZ88b47juC3ajB+O47glk6bWUOn7jODc/LTF17FoBLR7cgkEuZPaW/asyUmeuwtKuraqKdFWQyKZdP7WH7juwrTOYm8fEJ6Btk3OACpXKhcQkLQoNe8erpXcpVTCnckBoioYLyxWTkQQeDHCcyFl68FeH3QXl/lqbSjkCBAJkcIuMEeAUKeBggorCegrAogUpkJCk3LyqjUbUcOqieKRQKBVLPkxSdtI6HU3oRHROvigKnRWL6/Z07GXegZ5Q4STwt13UnXpqATC6ltW1z/mk2gisvbzD1xHwSpBIqFbdhVae51KpVDblcjp9fQIbbYZmbl+DhwycZW0w62U+h1++gZVSYAklqzKOiohgxYgrBIaFER4Zj3zL1ht6JPdj+GLecP8YtV153bDQ3L7h+jcLd4MWjG6rxauoaOLQbQEPnPhQo9K1EolzF2ql+Nlr1HJWx6/tJZOkJs3792mzduoIXL24QEHCfiRP/JjY2jvHjZ2NsbIONTX2GDZuIl5d3Tq83QxQv/i2X/dw5D6pWdSQo6A3z569k1arNKcYbGJRl8OCxqr+lUillytSgS5eB7Nnjir29M/b2zhgZVaBOnZbY2zszY8ain3ItWcXF5Rg6OtqpekC0tbWYPn0sO3YcYOrU+WnO8e7dB8qUURaEbt68LNfWmhPkZV3k7dv3U23W/Jv8QUhIKHo62hyp35qzXQYqt12+zpEGbThs74xb866Evw4AoHFjZWPON7lU6/ib5AQEBKW7v3hxpQRzVFTeC4/kNB8+hCESKZ1giW1SDhzYlOyBqWVLR06dUmae+PsHoq+vh+HXtKKPHz+hq6uDrq5SGVFXV4eSJUukOE+dOjXw8wvI7ctJRloiLXajBhPicQ2Xqo6EeFzDblTqDWk/f4liwtjJ9Bg+Dy0dfd4EvODMwbVs2bwANbEIP78ADAzK4nn5CvZOPbK11se3LlLYyJj6ta2zNU9uI5FIsqRaZ1tDGcF5dCtjAi+J/MoS/HIFBIcJOP9YzGkvNV6+EyKVC1I11r5HJlcaae8jhCl7zQkg+p9u1L96ilpAjcbfomjyJ7cRFCyMrlVlSpQuz/HTN0gPhULBoEFjsLIqS5kyOS9moyFW59jgnVwd7caVUce5+PwKt/zvM2T/eLb0WM6NsacoYVCMffeOIBaL0dXV4cwZ9wzPX62aHaGh7zM0Nj1V+FeHTlC6QyvV37dvP8DKqi4eHteUfSEANXHG3/eaWjo0dO7D7K2erDsVwLpTAQyfvRMASUI8Zw6sYWLPGgxxKolU8mtlb2Q7JKCvr8ewYf25ePEQoaFPuHjxEA0b1sHD4zqNGrXD2NgGR8cOrFmz9affdBM9lq6uW1I0j06Kjo42z569IDZWWStx6dI1lUBBjx4d8fR0w9PTDWNjI9zcduHp6caMGeN+yjVkhThJPPOerkTWRkbtxS2Yd3YFAFde3qDB8jbUXuzEc+NXTJ4yitWrt2BgUJZlyzYQFPSG+Ph4zp3zoGLFhlhZKWuy3r9/iigf5vMmJTdU3DLKs2e+P1Qg/E3e8e7de2pJpRRMouJ5bcx0Gm5cQntPNyw6OvNw8RpAKZYDcPjwyTxZ638Ja2t7KlVqnO4YoVD4tbg9+Cet6ucREvIWTU2NdNuk6OnpYmpqzNOnL3B1PUH79t8a3NrYWGFkVBg7u0b89dcETp9OvaTgzBn3dHsX5gZpibRoFjLA6dhOOt+7gNOxnWgapJ5SNXbKKsrY1MC6WkOkkgS2Lx7BiLFjsbQoRtOmnahSxREj09LEx0ZhValettZ65cQO/ujXK1tz/AwSEhIQZ+LBNRHbmkqD7XEG5f0FAgWljeSo5e9bfqrEJsCjQCFH7qhx86WYsCghcoUghWBIVtFafJgHrXqzCQUNNbXRT6LaKbl8HPFXZcGKtZrgdjJ946d/f2X0xsPjSI6s7XsEAgG6Gsom3hKZFIlcikgoREOsTpkiSgOxYdm6HH+sjGAXL16M69fvZHj+hg3rEh0dkyHhJM2iham/rDV93SZSslUTxp6fT72lztRd0pKp7w5h3LIhAEuXrqN58y7UrVsDX99bnD17AA0tbW65H87k1SenrK0y8JBowC079JQxi1zznWz/j8jxHK7KlW1ZvXo+T55c4c2bR8yfPxVNTU3mzVtBiRKVKVeuNv36jeDq1dxTvoG0PZZp4ejYgHPnlKl9hw6doEMSi/9XQ0Osjto5NQYa9krXs1LUvgi+vjcpUsSQWbMWU7FiA4yNbejSZSBBQSGsXbuAz599VQ+x+ZncUHHLKMHBb7CzS7/H12/yjug3oZSKi8eyd2fVNoFAgORrRDYhIhJt4+QKkr+VInOX0qWr8+ZNKGfOpJRj/h41NTEBAf8+g+3t23fo6Gin2yYFoH37Vhw+fIJTpy7QsuU34SeRSISr61Z27FiFhUUpJk+ey/z5K1X7p01biL29Mzt27Gflynm5fj05SUVbK3wf3+LT+xBO7llGUWMTDHWkFClSnjt3HrJy5Vxq1a1H7SadspWKHhr0kpCA5/Tp1uTHg/OYrEbYSpevgo5eQd6/8SM0Sa1OWggAq2K/VhpyZCzc9BXhdl8NnzciJLKMRdMyg1wuJywhjmtn9xMNyCrbI3vxEACFTIrs+hnE9ZVKh4WMiuN1L23j59Onzxw5cpKJE/9GQyP9tMnsIJPLsF/qTLmZtWhYti5VS9ghkUl5EKRUhDz++AwhX94CYG1tybNnGe+Lm9iT0MfnZbrjJNExrLmwkXJGFiikMkLcrzKl1mCujnZjv90EjDUM2ON3gS9fIpgzZxmzZk3gwIFNqs91SfPSPL6T8chfaojVlK9xYkRNU0uHMtbVszVnXpDpGrbMoKmpSd++XejbV9mk+dUrPzZu3MX585dp06YPIpGQcuUsaNWqKf37d6dIkcI5ct5Ej6Wb2+4M98Zq374lixatplmzxnh7+9CzZ0du3LibI+v52chkMj69/0zXru3S9awsu7SBXjU68eKF0niWy+VERUWjr6+Xl8v/5fjyJYL69Wv9eOBv8gTrl36E1q4GSR7s7FfM4WzngYi0NFDX06X1uW8Py2ZmxXn06GleLPU/gYmJDXFx8Vy44ErVqj+WYldXVyc4OOQnrOzn8v79R/T0dAkPj2DbtpW0bduHJUvWMWbMkGTjmjdvzLRpC6hc2SbFd7NAIKBqVTuqVrWjUaO6/PXXRFUdcWIN26/IiMHt+PQpnCXjOyGVJCCTyRh97SJCoZD3758SEyth3IQ56OoZUKdpFwoZmXLL/TDnXTcgl8sQisSULFuRDgMmo61bgKUTuhD+6T1q6hqIxWr0+Hs+JSysuXfFDWlCHI4O7RGJhMhkcqZMGZWlPqW5TUJCQqZEQxIRicRYV2vE7UtHeHzrAsbF03smUmBcQI5O7tkQOcrnaAGPA4WEhgtRKMixSFp0ZDhv/H0I8X9GiJ8PwX4+fPT3QRIfSzygq6GF0ad3CEtaAiB7cBVBcQuEhU3wunGOfWsms3hp2mUziaUmadX05xQioQjP0W6Ex0bQc8dQnr3zZUuP5Uxym0uCNIFG5eoiFipDqfXq1UpVlj8thEIhOjraXLlyPd0I/mu/Z+xzXU+rYEPOmoRRoulgyjdvBsCrw25oWZRAIIBJk+ZQqJABw4b1T3Z8vfp1cdmXujMroyTWGcbFRqP7i0XVkpKrBtv3WFiUYsGCaSxYoDQOjh07w549rqxfv50FC1ZhYFCAmjWr0LNnZ1q0aJxlz1lSj+X8+RlLgbOxsSIwMIRDh9xo0qRhls6bXzhzxh2RmojBZ8bgFxZI/zo9knlWKpewTeZZSUQoFP40Yy02No74+HgKFizwU86XXdJSctuwYQcymYxataqqlNn09HSJi4ujWrVKTJs2hmLFjFXzPHrkTYMGbXF13YqDg31eXc5/hsAz7kTI5RhWsEy2/fG6bTRz2YRRtUo8WrmJm1PmUX/lXAA6dXJOs7/gb7KOQqGgUCHljf3y5aNUrJixmiEdHW3evn2Xm0vLE8zMTDl+/CxisTjdNilaWprMmDEuRZ3L27fveP/+I3Z2ytfx8eNn6ab+/2rM/KcvcXHxnD55mqBX3jx86E7duq0QiUTM+N8K5DIZI+btpZCRKd53Pbh4dAvDZu2gYGFj5DIZNy+6EvHlI9q6yntMv3ErKFmuItfPuXB4y1xGzN2D9z0PtLQ0cXPbhaFhIXx9X9O+/R/5zmBLkEh5FxKMhqZ2lo6vWNPxq8F2kSYdUq8bBGWjbOtMNMrOCxQK+BAh4FGQiM/RSrEQsmioyaQS3oX4EeKnNMwSDbTPH9+mGFsI+FMkRk1dAx0dfdRrOiKu1hAA6RU31Bq05srJXZzat5KduzfTqF7qqtHXrt1GoVBw8uTeLK05KxTQ0qde6Zpc9LnC8IYDOD10HwDuzz159cEfgObNGzFq1BTi4uLQ1MyYend8fALFi6f/nTP3/jbWTdtDVHw0jy5vpnI/ZfZTjw1D8NC9hjBIyPl+z4j6Es38+VNSHN+re2u2btiAVCJBnM1sL5lUAkDQK29O719FTHQEI+f+vP+H7PJTDbakCIVC2rVzol07ZU7+27fv2LRpN6dPX6BPn2EoFApKly5Js2YNGTSoT6Yadic2dk7LY5kWLVo0ZurUBbi57ebz5y9Zuq78wLFjZyhhWizDnpW8oEuXgXh63uTz5x+H4PdXbIiarg4CkRChWEzbS99yvh+t2sztaQvo+fKWqsdHbvK9kpu/fxBisUiljJro1VYoFKxbt53WrXtx/fpJ1X5X1xPUqlWNQ4fcfhtsP4F3t+5TOi4evV0uXNp/hITIKM52HsAX39cYVasEQOl2LTnTqZ/qmE6dWrNkyToUCkWuqIr+F0lqrF27djJTNVW6ujoZLm7P71y7dpstW/aydetyZswYT1jYZ3bvdmXz5t0MGNAzRZuURFJL0ZdIpEydOp/Q0PdoaKhTuHAhli6d9bMu5acwf8YgurevpzJKQVnusGvbVlr3HkcRE2W5w+kDq+nQfzIFCyudY0KRiDpNu6Q6Z+nyVTh/aAOR4WG8DXxF4ULfnJSRkVEULKifi1eUNYaNWYqeQREs7bLW67NC1foIRWJePr1DVMTnNFU1dTUVGOrlTyl/hQLefBbwKFBEVLwgpSBIuscq+Pzx7deo2XPVv++CXiGVphSeUNPQpFhJS0zNLTE1L49pKStMza3QLZD6M4bGqMW47VzMPc8TuJ3ci61V2mU4rVr1QCgUUqdO7qbkfYwKQ02kRgEtfWIlcXi8vM6IhgP5EBVGEV1D4qXxrPDYxBgH5fOxsbERYrEYD4/rNG+efm0xKGtwJRIJjo710xxz5qk7hXUNqWBUjiV71/HI6ymVKjUiJCQUqVRKIcOCaDRUp8bAKszpMwlTU5MUc1SqWA6RSMyjW+epUs8plbP8mNfP7lHGpgYTe6Z8zW+5H6Zm45Ttr/IjeWawfY+JSVGmTRvDtGljkMvlXLp0jU2bdrN58x7WrNmGrq4OVatWpGvXdnTs6KySmE+LHzV2To0ePTqir6+HtbUlV6/eyqlL++ncufNQ1XMnI56VvEBPL3MNQJM2XUwkKvgtIR7X0P2BhyenSKyLdHHZrKqLDA5+g46OToqxAoGAoUP/4MSJc1y4cAUnJ0cUCgXHj5/hyJHtODl1Jy4uHk3NXyT35Bel+vSxtFyzhd3rF2OjrcXjVZtpsmcdeyzrEP7SjwJlShHicS2ZIImlpVI2/fbtB9SsWSWvlv6vIamxduvWmQynqSdSoIAeHz58+vHAXwBtbS2OHDmJTCZlx47VrFo1j1KlzBg/fhZ+foHMmTMpzQa0iSRtLHs8jd5Fa9cuzPnF5wECgSCZsRYfn0D37n+iUEAD596q7W8DXmBWJmN1xN73LmNXuxnP7l/BtmotQv2f4uzcC4VCQUBAEFu3rsjx68gOG3eexv3caSauOJHlZr5aOvqUta3J84fX8L57KdUHVAEKzAzzZ3TtzWcBd1+LSZCmLsuflJio8GRG2ZuA57zxf05sdESq4wsbm2FaKtEoUxpoRUxKZvi1lkkl7Fk1kXdBL7h4fj/Fi6XdW3DuXKX0/MuXuf98GRrxgaEHxiOTy5Er5LSza0HzCo2ZemI+555dQq5Q0K92N+qX+SZnX7hwIS5dupohg+3y5RuIRCKkUmmKfYGBwRw4cIzt3vt5q/OOref2ghgE6gLMGpqys9lqmjRpgFgs5tqrW6y8vDlVYy0RI5Pi3L92KoXBNrJ9eZW0/5M77rhsmMmIOXtw27WEu1fcVBG1RIoUM8ep69+EvQ/ilvsRwt4Fs33xKEpY2FCspPIedf3cAS4e2aLsbamQ06b3OOxqN/3h6/EzyDcGW1KEQiEPHz7h7FlloeGLFzfZvfsgx46dYcSIKQwdOoHixYvh4GDPwIG90vTWptbYefHitaxfv101xtv7qup3U1MT/vyzb65d188i+GMIk5xGAmTIs5IXJDaCzQ43J8+hxozxnO+R+9eRVl3kj5pH2tlZ8+LFK5ycHLl58x4lS5agVKmS1K1bg/PnPXB2bpbra/+vI5FIsbAoCW+VURqhWIz9iv9xofcwBEIh6gX1qb86pSjDwYPHfxtsOUCisZa0AXRmMDAoyKdPv27GQ1IqV7Zl3bpFDBkyjqVL1zN69J+MHj0Ec/MSDBw4Bi8vb5o0aUD9+rWpXDn1lKr/MmpqYsqUK8vzF36oqaXu7Arx82H7klHExUTRps94qjVQCkFsXTSChLgY5HIZk1ad5MiWuTg41GfPlqeqlEg/vwDatOlDvXo10dVN6Yj72dx54MvsaTMYPntntnrNAVSs4cjzh9d4fOtiqgabAgFhUfkro0CuUDavfvkuFYn9rzy9d5nnXtcJ8ffhjf/zVNMZAXT1C1HM3JJi5paYmlspfzcrh6Z25pzHSYmLjWbzvCFoqAlxP7uLAvrpp6wuWrSGDh1aYfCdOmpaJRdxcXGMGjWV8PAIEhISqF27OpMnj8LRsSPnzrmo2gmNGTOd4sWLUb16Jbp3/xNz8xLExcXTrFkjZs+emOxcs1tNZHar5NsSKVOmFA8eZKy3Wvv2TsycuYg6dVqyYME0Tpw4x+3bDwgMDCEhIYECBfSxsipDzwYd6dy5NW95z6rLm9n/x0b8wgIRi8UoFArOPL1EuSLpO/GqVKvCzRu3U92nUCg4vX8Vp/evQipJYMofdb+9rqUr0LzLX7gf20brXmOwtKuDh9t2/HweMGX1GWQyCaM72bJ0fCfm7bpFVMRnTu9fzaRVJ9HS0ScuNpqo8LAMvR4/g3xnsIWGvqd8eeUL3q1bO5WncNSoPxk16k9A6fneunUPZ8+6s337frS0NLG1LU+HDq3o2bNjphs7Jx2fSL16NalXr2aybTnR3Dm3efLEB5mGnFWvN7NiycYMe1Z+NqVKmWV8cCpNFwNOXUTHpCiGtuVzb5FJSKsuMjw8Aju7Cmkep1B8Sy85dOgE7du3BJTKby4uR38bbLlMTEwMACVLlkBsUYpiXz/T5q2aYt4qfa/ZwYPHWbx4Rm4v8V9NouTzgAE9s+ykKVLEED+/wB8P/AnI5DIarWiHSYGiHOi3CYVCwf/OLOPYo9OIhEL61e7O4Hp90p2ja9e2PH36nNmzl2BlVQYnJ0fat29F8eKmDBo0huXLNzBz5mKqVrVj587VqhYzv1E6c1u06YDPwkWcPrCaFl2GAWBSshyBL59gaVcH01JWTF59mv1rpyJJiFMd22/cCoqXLs+RbfPZt2Yqr7zvsHLRKPZsWa8aU6pUSYyMDHn+/GWGBHFyk4+fIunV6y/a95+EWZnUjXe3XYt5eP0sZayrYWFdkzI2NShUJPWME9uajhzcOBPve5eRShJSVZwMixQC+UMhMjYBrviIiYhNPf0xOjKc/WuncPdyckVfNQ1NTEqUVRllif/qGxTJ0RT3iC8fWTv9DyzLW7Fr80zU1X78OO3vf48CBdJOuf2+5KJDhz8YOvRbTaW393OKFDFkxIiBTJ06n40bl+Dl5c3Nm/fw8JjCrVv3qV27GgcObCI2No4GDdrQsmUTatWqmqFrqlbNjt27XdPcL5VK8fC4ztmz7ty960VMTCzv33+kZ8+hmJqaULVqRSZMGEarVk1T1MG9faV0mCoUCobsH09kfBQKhQKbYlYsaT8z3XV16tCC08ePASCXybh39SSn960kPi6GoS3NVeNKl69Ci65/4/f8AZpaOjTpMBhJQhznDq5X1bKeO7ieUQsOoK6pBWhhYV2dV953uOV+FLMy1mhq66KhqXTWaGrpoKmV946bRPKVwTZ58lzWrt0GwMOH7qk2AQWoUaOyKuUvJiaGvXsP4+rqxowZi5gwYTbGxkbY29eiX7/uGX6j/ltwcTmKoaAQnqNTypKn51n52WTGYHM+sx8dk6LEfgjjdLu+FChbmodL19Li0PbcW+B3pFUXGRsbi7l52tfy6NFT6tevg0wmw83tLKdPX1TVR33+/IXIyKhMp4f+JuO8fOmPQCD4YQr197Rs2YSTJ8/n0qr+OwiFQlq1asLmzbuZM+cfVS1nZihatAhRUdG5sLrMs95zB+WMLIiMV7aE2Hv3ECFf3nJ73FmEQiEfojLmjZ01awIPHjymR48hXLlyHFvb8tSoUZmHD5VZJV5e3vTtOxwbm/r07NmRJUtmZvo9/G/Fzy+YOk27cOfSUfQLFqZus6407zyUQ1vmMGTaZgwKK1OrkhpriYjEarTuPY7JfWqhpatPOYvkxs2HD2EEBARTokTGa+ZzA5lMTo++E7CqXI/ajqmXc9y86Mrdy8dZvnIBd+4+4caN0xzcOBMNTW3K2dakff8pyWquipiYYWJWlreBvrz0vp1q/zqJDOIkoJnHnXw+Rgq4/EyMVJa68qPPw2vsXDqGzx/foqGpTaM2f2BWxhZTcysKG5tlOXU0o7x/48/qqb1xat2GpXOHIRRmzBBMz1hLreQiNPRDMtEya2uleFbfvl3Zv/8Inp43mT17KQsXTkvRfklLSxMbm/KZEmxycLBn5crNgFKV9MKFK5w/f5l797wICAgiIiIKkUiEkZEhlpZlGTFiEM7OTbC0LPvDuetZ1KSehdJhenbYj9u5JKVVi/rIFXL8X3ixZlpfoiISU+QFaGhpM3bxIYqX+ua893/+kItHt3D70lHC3gdjXbUhJSysiY2JJD4uRlX7CjBi7h7+blOOKyd3MnG5G3oFCzOlXz2s7OpSqW5zKtbMPwJEeXIHiJPE03Jdd+KlCcjkUuxL1GbTn8pc/KqD7fhiEE5nlwEZ8lZqa2szYEBPBgzoCYCPjy8bN+7i4kVPXF3dUFMTY2VVltatm/PHH93STV/7N3Dlyk1sbKzyehk/JDMGm85XD7NWEUNKtmpC6PXbRAYEc9hemeoS/SaUIw3a0ubiIbS/pgjkBt/XRbZp0xy5XJFqnz+FQsHGjTt59+4Djo72eHhcx8bGikOHtqnGDBkynpMnL9C1a9tcW/N/ndevA7LUR3Dr1uW8f//jh++0Uln27HFl504XDA0NkEgkjB37Fx07OquOk0qlWFrWoXfvzkyfPla1vVWrHrx79wENDQ10dLRZvXqeqt/Nr8rOnWsoVKgcjo4duXIl8/3tTEyKEhMTmwsryxwhX95yzseDMQ5DWHNlKwBbb+xjU/elKkXjIrpp1698j5vbbgoXtqJ+/dY8f34DI6NvbW3s7Kx58MCdXbsO8s8//8PV1Y2lS2fTpUubnL2oX5BXL19jXasVDZ37sHR8J3T1C2FXuymR4Z9YPbUPcrkMbV19ipW0pELVlIII6hqalChjQ2z4twdZZ+deiERCpFIp06ePTfZ/kRdMnLGBj+Kk/CAAACAASURBVB/DGDV2bar7A1484tDmObge3k3NKmVp4VAV6INcruDhk9dMnraMq2f20vxrBDKRijWb8DbQl0e3LqZqsAmFEBYlwNQg74RHFAq44StGIktpBEkS4ji2YxEXjyiNilJWlek7djlGxcxzeU0KZFIJCfGxhPj5sHn+XwwbOZJxf3f+8cEZIK2Si6FD+9K6dS9q1KhC48b16NGjAwUK6CMUClmyZCatW/emRYvG1K1bI8WcX76E8/q1f6bETWrVqoZcLsfU1I6YmBjEYjFFixahfPmydOjQitatm2Wor3FOIxIJMTA04sTuZSza/0C1/e92lpS1qcn1swfo/OeMZMc4tO1Pkw6DkUklbJw7hDuXj2NTvVGKudXUNChhYU3QK28Ahs/eScALL3weXsN14ywCfR/TqueoXL2+jJLrBpuBQVl69erEyq+S2aBs7Hxs8E50NXQYOHg0mx7vgiIwZ+0kHn14ytouCzLlrUyKlVVZlVKWVCrl0KGT7Nt3mBUrNvK//y3F0NCAWrWq0bt3Zxwd62er6WZ+5OVLPyZPHpnXy/ghiVKwCQkJ6XrdJdExKORy1PV0kUTHEOJ+lcrjh9HT91vR7v6KDWl76fBPUYlMWhf56pU/QqEQDY1v6582bSGLFq0lNjaWatUqcfz4LtTV1Tl0yC1Z01sAZ+dmbN2697fBlosEBgajpZV5YRd1dXWKF0+7CPp7vk9lARgypC/Dhw/g1St/GjVqS5s2zVXGo7v7VcqUKcXRo6eYNm1MslSdjRuXULmyLdu372fatAXs27ch0+vPTwgEAlXd1uvXAZlOjTQxMSYhQfLjgbnMpONzmNlyPFHx36J9fmGBHPY6yckn5zHUKcSCNlOxKGKe4Tk/fHhGoULlsLSszdu3T1KIEPXq1Ylu3doxZsx0hgwZx+XL11m7dkFOXdIvR3CwF9aVnHDoZEGhIsX437Zrqn21HTtS27FjqseNXpDcox8XE8m0WUoJ8fxW6uByzBPXfXuYsNwt1bTFiM8f2DBnMLPmzqZmleSRDaFQQJWKFowa0Z+RIyfRrPNfyb5bbGs6cPbgWh7fukCnQdNSpAhKZfAxQoipQd6lRb6PEBCfysc92O8Z2xeNJMTfB6FQhFP3ETTv8hciUcYeYyUJcXwJe/f1J5TwsFC+fAwlKuITkvhYElQ/cV9/vv4dp/xdIBSirqGJlo4+cxb8j56dfizMkVHSKrno0aMjjRvbc/HiFU6dusj27fvx9DyOhoYGtrYVKF++LP3790g2140bd6lbtxUvX75m5MjBqjq3jCAWixEKhfTs2ZG//uqXKXX23GbdukV069wH96NbaNxW2atNKBAy8J+1rJjcXZUi/SXsHY/vXKRy7eaAMqpeoWoDXj65RfUGrdHQ1ObD20CKmHwLGpiYlSPolTdbFgxj4KR1mFtWwtyyEuUr27Nz2dj/jsG2ZMlMxoyZTlBQCEeO7ACUN3B/3yDs7Z1BBMaDjNh1YQ0Tjs7OsrcyNcRiMV26tFF5JQMDQ9i8eRdnzlyie/fBgAALC3NatHBg4MCe6arU/Ap8+vSF6OgYOnfO/17YxPSewMCQFP2FkhL74SMXev4FgFwmxaKDMyXSkZHNLBmVbk+tLvKff+ZgZFSY4cMHAOkrs6W2z8nJAScnhyys+jcZJSTkbaoqnjlJaqksSbGwMEdLS4svXyIoUkT5nXbo0An+/LMPW7fuTabqmpQ6daonE0j6lenatS1DhoyjalXHDLXySIpUKsnz9gqJ8tSVittw9dU3Z1GCNAFNsQaXRhzB7fFZhh38R6XEmxEEAgFv3jymWDFbTExs+PTpRYprFYvFrFgxh5Ytm9CjxxAMDQ1SCAn8V0iQSHn/JgCjYmnfM35EVPgn3ga+olmj/Cco9PRFEGNHjmfgpHUUNExZuyiVJLBp7hBatevAH93TrsF1bFAJSUI8Qa+eJKt/K2VZGV39QnwMDSQ0yBcTs+8F2wS8C8/bz5p3sCiFEmTE5w8sHtOe+LgYjIqVou/YZZSySvmdGRcbzX3Pk4S9CyI8LJTwT+/4HPaOLx9DiY+NoYBhEQoVNqawkRHGxkWxKl0UIyNLdHS00NHWQltbE10dLXR0tNDV0UBXRws9HU10tDXR0Mi9PNH0WlGZmBSlZ89O9OzZidq1nXj2zJdKlWxUx30fdEisYXv50o8WLbrSqlUTbG3TrrNPjQ4dWuUrYw2gmWNtRo4dw/LF/8PcshKlyyvLndQ1tRg6YxtLxnVEv2BhLCpUI9D3McGvvBGIxDTtOJjXT+9RwkL5Gjh2GIzL+ukMnLQOdQ1Nnj24yqtnd2nUth+Xjm7l9bN7qrmDXntTyCj/vA5ZMtiSpv4kepPr1XPG0tKCLVuWJxsbHR2DiUlRPDyuY2RUgRUr/sfChavxDwiCdqBtrEXnum3QCFfn4esn2fJW/ggzM1NmzZrIrFkTkcvlnD17iV27DrJzpwsrVmxEX1+PqlXtcHZuRo8e7bNUb5GXHDx4DG1tLQx/QqQpp/DzC0zXYNM3N6P9Vbd05+iaRQ9peHgE5uZVM/0Amcjjx08pWbJ4lo79zc8hNPQ9BQrkXjP4tFJZkuLl5U3p0uYqYy02No4rV26wbNlswsMjOHTILVWD7cwZdyp81/D7V+bu3fNUq9aEAweOZSq1LzY2DpEobzMhbvnf58zTi5z3uUy8JJ7I+CgG7R1DsQLGtLZVCge1smnKXy6ZN6S0tDR5+vQqFSrUw8ysMkFBD1Md17RpQ8aN+4slS9YxderofH9/+l6g5bLvdaadXIBcLkdHQ4e1XRZQunDmoq0+L4IpUMjoq2BA1nj17B6WNpXRzkLkPbcZ9Odkmnb8k7I2KVPcAFw3zqRgQX2WzR2W6v5EhEIBTq3bcvvSkWQGm1AkwqZGY25ecOXRzQupGGwQHiNAoYC88JFExirr175HQ0sHdU1t4uNisLSrg7llpWT7JZJ4PE/t4azLWqxsKlHBujx2VhUpYVoUsxJFKVnCCBMjgzz/HkmP1FpRXbhwhQYNaqOmpsa7dx/4/PlLhkWIypQpxahRf7J8+cYUz+U/Qi0DAip5wbRJg7l1+z7L/+nO3B03Vdt19AoybPZOlo7vRKdB09ErWJjILx85um0ex3cupKxtLXq0nA9Ao9Z9iYkK539DmyIQiihgUIQhUzdTzNySS0e3smneUDQ0dVBT10BXvxDdh89Nazk/nUy/exNTf1xdt6iMtefPXyKXy7lx4y7R0TGqsVu37sXD4xo3b57m5Mm9SCQShg6dgL9/EIUMDPi81ZenU69yP+gRGw7uQqQuUnkr+9TszLCD/+TclX6HUCikRQsH9u5dz+vXd/D1vcnQoX8QGBjM6NFTKVrUmjJlatCuXV82btzFly+p9/DIT5w965Gu8ZMfWbBgJc+fv8z2PHGSeBxWdqDeUmdqL27BvLPKXjoD946m+sKm1F7sxDCXiUhk33ItTpw4l61z+vsHYW2d/+sF/8so2y5kTw47PZKmsnzPunXbqV69KY6OHZk4cbhq+9mzl6hXryba2lq0bt2MEyfOI5N9S0EaNGgM9vbO3Lp1n1mzfu1Iilwm40j91pztMhALC3MczIrz7M+xHLZ3xq15V8JfB/xwjtjYuDxPXZ/uNBbvKVd5NMmDLT2XY1+mFhu7L8HJxpErL28AcO31bcoUztr3r4lJUS5dOkJUVDQdO/ZPc9zYsUNRU1OjQ4d+KgXO/EqiQEsiYw5PZ2O3JXiOdqNjZWcWX1iT6TkfP32NiVmZbK1LKklAO5ej7llFXV0Dw6KpOwGvntnLi8c3OLBrUYYMjz96OXPH4zgyWfI+WbY1lFkdj25dSP1AAUTkUcmozxsRilTK5zQ0tflz6kbEahp4nt6Dh9t2AGQyKdfPHWDGwEa8fuzJ3v1bOHt8LcvmDWf8313o1qEhdWuUp7iJYb421hJJLLlYvHgtp05d4NKlq9Sp05J69Zzp0KEfM2dOyFSK4x9/dOPGjbsEBARl+BiFQpGluu+fxfFD6zAoZMj8ka1Y6uqt2p6YIm1XuynDZu0ABBw+to9KVWvw/OF11kzvQ1xMFAKBgFY9RjJryxVmbrrE6IUumJayQiAQsMTlEf/bdo0ZG92ZvPo0I+buSSZQktdk+h084v/snXd8TFkbx79T0iORJtL0LpIQgmiJLnqvy7J2ldVZbdfyKruszi529b56dEIQSZAgOiEiCFEivU99/5jNEOmRiu/nY2fnzr3nnjuZmXuec57n9xv/M3v2rE+T+rN//1H69u2Kq2sTTp70VG9ftmwdS5bMQU9Pl2nT5qq3v3hxC2trC65du6k2dj5+60y62cp7rwI/5dpyhampCdOmjaV9e1dMTY25fPkEAwb0JDIyijlzFlOxoiPlytWlbdveLFq0mtDQl4XWt5xy5859mjVrmP2OxQQ7u1pcv36bRo06YGRUVf2vW7ch7Ny5n5iYuBy3lVoX6TPpKBcnHsHz4UWuPrtB77pd8P/pNJcmHydJmsw2v73qYw4cOAaohCNS8fC4gKNja0JDw1i4cBW1ajWlWbPONG7sxokTqs/2woWrWL16A+/eRfDgQRCHD59M05cP2/tK0RIZGa1e2SoIUlNZAgLusHTp2jSvjRr1LVeverBp0wpGjZpKcnIKAAcOHMXL6xJ2di64uHQnKioab+/3s4X//LMUb++j7Ny5Nld1dMWRe+u2pjEl7y0WsRs4XKk8lXt15uaS7AftiYlJiApY9S2vTHQdwZE7p3Fe2pG5J5awsveCPLfl4GDLpk0r8fS8yPz5yzPcRygUcvTodq5evUmzZp2RSCR5Pl9BkirQMrjhe1EGgUCgVteMTY6jrGHu7QoeBD7B3Cp3xusliSbNGvPwpk+67cH3r3Fk6xJ27liDsVHOMgYcbCtiZm7Jw5u+abbXqtccsViTkMAA4jLxmIqIL/zgRiKDp++EGapCAlSq6cg3E1SlBfv+mYv7lkXMG9mG6xcOsu7v5Zw9/jdNnArH5ie/yajkws2tNQsWzOTqVQ98fI7i43M0XWbCsWM70/g1Nm3akD171qufp67eZ6a4nhnFdYUNVAIkF70OEhf9jr/n/ZDhPuWq2GJVsTrTZ/yG5+ltHDqym5AHAZzc82eWbevqG+a4JrIoyPW3cseOtelSfw4dOkH37h3p2bOTehAcFxdPfHwCISHPMTWtwd27gWzatJKoqCCSlEm4dW/NwYOqQfSxGx4YC0vTrW6HfJmt/BTOnfOhXj07atSoyty50/DyOkxY2G3u3/dh4sSRiMVi1q7djJ2dCxYWtjRp0okZMxZw69a97BsvQGQyGRERUfTpU3IELLy8DhMVFURk5CNOndrDd98NxMCgFF5elxgzZgYVKtRTB3FWVnZMmPALvr5+Gc4sCwQC9LVUs6ZSuQypQoZAIKBtTRcEAgECgQBHG3vCPlAGO3/eF11dnQ/6k371eNSob/H2PsqWLasYO3aG+twymYyUFAkWFmUK8i36yicSGxtH2bIF62OVmsqyf/8Rtm9Pv9LWuXM7HBxs2b37ILGxcVy5cp07d7y4ffsCt29fYPHi2erfzc+JhJevCPW4QPXB7wftQqGQkd/25ciR00S/foNuDv42yckpiMXFJ2BrWrkhe4apBkWGOgbs/W4DlyYfx2PsPupYftqAsXt3N6ZNG8vSpWv488+NGe5Tt24drl714OXL19jbuxZLU/FUgRah4P0QY2WvBfTZ+D215zdl73V3JrhmPNjKikdBTzC3+bQVtuJMh7bOPPgowIp+95oNv49m4dKF1K2TO8XYrj264n/+UJpt2rr6VLVrhFKp5N61C+kPUqoMqwub4DfZD0edXLvh1n8cSoWCswf+Yf5vs/D23EYbl/Qp5V/JG0qlEk3N/F9hkyvkNF/ehb6bvgdg9L9Tsf/NlWbLOtNsWWfuvLyf47bMyxizZ98W7vh7cnrfugz3GTT+Dx7dv8utO0G4NHPE2MychNiofLmWoiIPAVvaAUlAwG1MTIwpV86KFi2cuX37HtHRMWoxh/Xrd2Bpac6bN/fo3t0NgNex4bhLTrI+YgctV/ZAO1KbYa0H5OtsZV4JDn6aRn47FQsLcyZOHMGJE7t5+jSA0NAbLFo0Cyurshw4cAxX1+6YmdWgXr1WjB49DU9P70JNWTlzxguRSIidXe6KS4sDAoGAhg3rsWTJHJ49CyAqKoioqCCeP7/B2rWLadWqGYmJSWzduodOnQZhYlJdHcg5O3dk+fK/efnyFXKFnGbLOlPtf41wqdqE+uXe57lL5VL2BLjTqnqzNOfu2bMT8F444uPV41SqV6+CWCwiIkL1hQ8JCUUsFqVRiPxK8SMhIbFQVqk+TmX5mKlTx7BmzWaOHDlFs2aN0dJ6Xz/j5taakyc9SUlJKfB+FiaXZy7A6X9TVVrh/9Fs5QJMD5/mZ+D80rXYT8h+0J6cnFJsV9gKgtQAbNashVy/fivDfWxsLLl9+wIaGmLs7V3w97+R4X5FwYcCLR+y1nsze79bz71ffBjQoCe/HP09120/ffKEstaf7wpbw3rVSIqPJfKtKoNHKknm7wU/0HvAIAb0dMl1e0MHuXHb7yzJSWl9DFO96hLjYtIdIxCCtrjwI7bgtyJQwn//SYcAJSKBkm9+GIeRkRFyuQxTA0GOPdA+lczKLjqs6a8OOmrOa8LALaOyaan4Ixbnf8D2cYo0wNxOU/GedBTvSUepY5W7satLM0em/zKdw1sW8vD2lXSvV6hmj2X5qowcrSqt0tLSIjkpPu8XUAzI9dpfaupPqorNgQPHCAp6gp2dC6BaWTty5DSDB/dBV1eH33//OZ2xsK1lDS5PPUGHDv2ZOWg8I0f+RDePDurZyqLi9u37SKUyunZtn+2++vr6DB7cl8GD+wKqFZdTp85x6NAJfHz82LvXHYVCibm5GY6OdnTu3J6uXdulc3/PLw4fPlniVS4/plQpffr165ZO9v7x4xD27z/K3r2HefDgEXPnLmHu3CVERQXhPekoMUmxDNo6mvuvH1GrrKqoesrBOThXbIBzpbSeJD16dGT37kPZCkdcu3YToVCIqalK0OXp0+eULm0IqKT8lyzJ2C+nJCFLTuF4xwHIUyQo5DIqdmmP44zxHO3QH2m86ocu+V0kZvXsaLNzbTatFQ+Sk5MLVBgmo1QWUAVhH+LgYMvVq6qayUGD0hrhGhmV5vFjf0CV4vI58PzUOXRMTTB1sCXM572q4p21m2m3dz1PFUp+a9cH9+8m0mdf1r/5SUnJxWqFrSAJCnrC+vXbmT59HGvXbqF1617cvXsxw992A4NSBAR40qvXd7Rv35f69R3YvHllkd8HMhJo6bNxOEFvn6gn0brbd6T3hmG5alehUPLy2WPMbT7fgE0kEmJfvzFr536HpqYWMZHhVK9tx8I5I/LUnrWFCTXtGnDr8mkatuyh3h7yUBXgV6iePn1fABTAAku2tKghJTJBSHSCgMgEAbFJApKlIBSo+lSxjIJqZeWU0oHhwwewePFfrF27BReXJoXSvw/tqKRyKR3+6kfrGs3TqMIO3vojbrWLj9FyXsnvFbaMPCw/5M2bcDZu3Mnx42epVKkc27fnbDw1ddJQrlwJ4M9Zg5m/xRdDIzNkMhlP7l8j8JYvAqGIwLu3eBEWjraOTrqJi5JGrgO2D1VsBg7sibv7SXx8jqrd2L29r7BkyRoGD+7DxIkjmTLlf2zatAIDg1LExsZx8OBxvv22H6Ba3Zg5cwEVK5Yr8psMwLZteylTxjRP6ltisZhOndrSqdN7qd0rV66zd+9hfH39GTduJiNHTsHYuDS2tjVo374lfft2zzcjb3//G9Sv75D9jp8BVapUZPr0cUyfPi7D11PrIj0DL1KrbDUWeazmXUIk23u+r5d58eIVoMr5zswDBVTCEXv3HkZfX5+NG1eoJbfDwl5jY6OSe507dypdu3ZQH1NSa9hEWpq4Hd6Ghr4eCqmUox36YdO6OZ1Pvr8hnR38I+XdSs4NSSqVUalShaLuxhfHG78Anp3yJPSMF/KUFCRx8ZzuM5zooCeUqe9AGeCRthZBZ72ybSslJUVtA/I5o1QqcXJS1XBPmzaWqVPHYGxcDVvb5hnK/YPqvuPuvpXr12/x/feTsLNzoUePjqxe/VuBTQ5mx2y3Kcx2U5nB+wT7sdprAzuHrKX6XGceh4dQxawiF4J80822Z0fYm0gAShkWXE1qcWD54qncvBOMoaE+RoZ62NWu+EmrSH36dGH7joPqgC0pIZbXz4MQizWxqWKbbn+lErSKYIWtlA6U0lFQ/gPPcoUC4lNATws+1AwZPLgvixf/xdmzF4mIiCwUZezMyi5SiUuO52LwFf7su7DA+1LQ5LfoyMceljKZjKfPXjD68jSGJU5AEarA4FEp6trZcvz4WQIDg6hRo2o2rarYt3sldRzaMWtoUwQCgdozT7+UIRaWVvTs1x9TE0N0dHRIKOEBW65TIj9M/Tl16hyWlubqYA1U3kEPHz7m9eu3fPfdAJo1a0irVj1p3NiNTp0GoqPzvmaoW7f2BAY+pkePjvlzNZ+Il9elDOW180qjRo4sWzYXP79TvHlzD3//0wwZ0o/Y2Hjmz19O5coNsLZ2oHXrnixYsJyQkOwV0zIjNDSMLl2yXxn8XHkXH0FMkkrJM0mazIXHl6haphLb/Pbi+cibDQOXp1GaO3ToOPDeKDIr4Qhv76OcPLkbZ+f3q3MREVHUqpVeErkkIxAI0NBX3ZAUUhkKqSyNtrMkLp6wi1dKTMAmkUhQKpVY2phnmMqSylT3uVj/XDKD7OJKg9lTGHDPh363L+C6cQWWzRrRZtc6JLHxxDwOAWDX/6bxFvj116yNoL+UgO3HH6cB8PTpdUD1fXz9+i5Dh/bPNr3e0dGegABP1q1bzJkzFyhf3hEvr0sF3uecIhaJWdlrPoO3jaHpss7sue7O3E7TctXGrbtPKGtTqcg9+QqaKhUt6NWlKW1aOFDfoSqanygA0b9nS0Ie3iQmUlW/HfLwJkqlEpsqtdHQSG9toFCCdjERCRQKwUAnbbAGqmyGxo3ro1Ao2L37YKH1J6uyi+N3z9CiSmMMtAvORqaw0NTMv9/bE3fOkBItYffqg0ycOItz53wwM6vJldVXKX/NhvEVfqBr3w78+PdQ3N23Ub16FcaN+znH7YtEQry9DtCrX19mzZlJwA0vIiMe8vypP36XDrFh7Vy0tTTR1dVFklJE8qf5RJ7+Klml/ohEIgID398oxo//gfHjM65TMDU1ITz8QV66UCA8ffqc2bOnFFj7VatW4tdfJ/Prr5MBCA9/x549hzl9+jwbNuxkyZI1aGlpUrFieZo2bUi/ft1wdMx+IHn//iNkMtkXbcL8Ojac0XumIlcoUCgVdLfvQPtaLTGdVgOb0pa0Xa1KQ+tcpy1T24zl4MHjaY7PyAMlK+LjE3ByqsuVK9cL7JqKAoVcjrtLN2JDnlPru4GU+WDV9tnxM1i2aIymQcm4IYWEPEcgEGCob5BhKkuD8nW5EXpHHeh/pWARisU0Wzmfs4PHIBAK0SxtgEa3DqxevYHp08elEQD6kC8lYOvfvwfffNMHQ0MD9TYtLS2WLZubxVFp6d27Cz17dqJlyx7MmbOY8x8JThQ2TSs3pGlllXJxpzpt6VQnc7Pn7Lh7LxgLm5zNun/lPQaldGjYrBU3L3vQouM3PHkQAEClGhkbhyuVUIxFAtWMHj2Uy5evsW7dVn788btCCeRFQlGmZRf7bx5jsFPW44aSQl49HiUSCZ6e3pw548X167d4+jSU2GpxUBVEAiHCyiIQQ7nBViSdTOaSr2oclroSD7B06Rw6dRrE8+cvc2zebWJswJqVv2T4mlyu4IcfZ3PFx4vGbftkuE9JoQR8LQuHK1euI5cr0gWgBYmZmSljxnzHmDEq353ExETc3U9x7JgHR4+eZuPGnQiFQqytLXByqkePHh1p29YlnSfR3r3umJgYfRGDmsywtazBxYlH0m1/tyhja4ibN++mS8NNXT3u2HEAJiaZe3cpFApkMhmurs0+u4BNKBLRw/soKTGxnB00msj7jzD+byUxeP8xqg8uOTekJ0+eIRaLM01lkSvk/Hp8EesHLOP43TNF3NvPF8umDbFsqhq0V+jUlgofpI13VCrZ6H4SJ6d23L17McPjU1IkxVpmOr9o1qxRvrQjFAr58cdhjBlTsj38Pub+gyAsyn+6kbyhcRmeBj9CLleUCG+u/KCJcwPOXrhGi47fEBKoCtgq1nRMt59IqKRuBTmFpOORZ+KTwbpWKzS1dHj58jWhoWE5HtznBx+XXUQmRBEQepsdQ0p2LXvqSn5OxpKJiYl4eHjh6XmRGzfu8OzZC+LjExCLxZibm1GzZlV69OhI585t1WUJqYHZLKfJNNunsiXR0NDg+N0z1Pwv8HV2dqJcOWvGjZuJu/vWT7qeIycuMnrERCRSCYMnLqFR616f1F5R8/nfBXPIzp37sbQsW6QGrbq6ugwY0IMBA1S55gqFAg+PCxw6dAI/vwAOHjyOQqGgTBlT6ta1pVOntnTv7oaX12Vsbb8aOOeW1FTcnApHpNKyZTOWLl2LjY0la9b8ke71D9srqWgZGmDRtCEvPC9iXKsayZFRhAfcpvWOknNDevYsFG1tVcqPXCHHZUU3QiKe853zQOqXc2Cd9xY61GpFWYOv1gxFhUAgYMeONQwaNJp79x5Su3b6AXlKiiTPM75fKnZ2tZBKZdnvWIJ4/OgRrXq1+eR2Kteqj7ZuKTbvOs3wbzpkf8BnQFNnB9av24BCoSAkUCU4Uqlm2hU2kVBJoyoybEyKQNM/B0hk8PydkKA3QuKSBIAGhibmhIc95V1ETIEHbO/iI9AQaWCoY6AuuxjvopKod799knY1XdHOIMW0JJHq6/jxOPjly1ecPOmJj48fd+8GEhb2mqSkUU0hMgAAIABJREFUZDQ1NTA3N6N27eoMHNiTjh3b5ujvYGtbA0FLAXXnt8LAoBR1LGuyrOf7TILff/+ZgQNHpRE4zA2RUXH06D2KWwH+2DVsw3fTV6OpWTQ1vfnJ14DtP3x8/GjUKP2MU1EiFApp374l7du3VG+7fv0W//7rjo+PH5Mnz2bMGJVkqZmZKZMm/Urnzm1p0cK5SAPP4o5SqbohpUr65xZv7ysYGpaMtMDckPQuAqGGBlqGBsiSknl54RL241U3pBD3k5Rr54pYu+TckF68CENPTxdIn8ri+8Qf99unODZyRxH38isdO6oG4d26DSYoyC/d6xKJNE0RvLW1vXpSxMPjAjNmzMfdfRs7d+5n27a96tXxVq2aM2fOT5w6dY7ffluBQqFEJpMyYsQQhg7tz8KFq9T7JyYmUatWNX7+eWKOi92LM6amxurfuc+F0JAgLMt9et2wQCDArf94Vi5fyNAB7b6IVbZ6dpWIiXxLSGAASQmxGJlaqKX9AcRCJc1ryihjULw+M3IFvIoSEPRGRHisAIEA5AoBCoWCc+4biHjzAoAXYeHUK2ArtszKLgAO3jzOBNe8KXkWJyQSKQCLFq3m8uVrBAUF8/ZtBDKZDD09XaysLHBwsGX8+B9o394VMzPTbFpMy4cp0lWDKlFFWZGdGShOd+jQip9++pGFC1eyfv12Nm9eRePG9XN0joVLNrFk0RL0DYyYusyditU/HzG+rwEbqpWs589fsmTJ/4q6K9ni6Gifpq7t2bNQ/vjjL96+fcfp0+fZtm0vCoUCIyNDqlWrTJMmDenRo2OJFchIlqbQce0AUmQS5AoZXeq0Z0a78Xy/axI3X9xFLBTjWM6O5T3noSHKWaX0vXsPAfLsWXfjxp00QjufC4mvw7k4eioKuQIUCip270C5/yYLgg8ex35CybohvXr1FgMD/TTbUlNZfB77EfLuGfUWqVZRE6VJ1FvYioDpnkXR1S+eyEhVHW5GSCSSDGWmU43uDx7cnMbofuzY4ep9pFIpEyfO4uzZ/VhZWZCSksLz5y/Vr3+4/8GDx+nadTC+vscwNS3ZSoRGRir1YdV7V/JXJ1+8ikAul2Jokr3Rek6oXd+VYzuWs3X3GYYNapcvbRZnNMQiKte04/rFYwBUUqdDKtEUQcvaMkrrFY9gTamEd3ECgt8KCY0QIhCATP5fjqYSYqPC2bpsMvevqxRmq9WqQ6cOzbJoMX/IrOwC4Nioz8OOJdU+Ze3aLVSuXB43tza0atUMFxfnfFeddXFxxt39ZKavz5gxnlGjhvLtt2Pp2HEAjx/7Z6mqfvveY/r2/YG3r8Jo03sk3YZMzdf+Fge+BmyoVkwAXF0Lx88jPylf3oa//korI3v//iPc3U/g7X2FzZt3sXTpGkQiEebmZtja1qBly6b06NEx17MjRUFm3ie963bhn/5LARi+ayLb/PbynfPAHLWZKjiS1yLloKAn2NvXztOxxRkT2xp0v5jxDalTCfQHCw9/h5FR6UxTWR7Ovqze1/pn+6/BWhEiEAgylZKWSKQYGqYVJEk1ut+7d0OGRvepxMcnIJPJMDZWrbppaWlRtWqlDPft0aMjHh4X2L//KCNHfpu3CykmpGZYhIdHFAvLnE8l4NZjLMtXyzdhCYFAgNuA8axYvpgh/dt8EatsDnUd8Dp/AYCKNeshQIm2BrSylaJfDLLFUqQQGCbiyVshcgXIFKByYHvP/YCLbF06idiocDQ0tbGwLo/3hb1fM4ryCV1dXcRiERs3rqBVq4INggcO7MX69TuQyWSZ1syVLm2Au/tWKld2Yv78ZekEmAIfPePQkbOcP+fDtSu+2FSuzW/bDmJo/HmWOXwN2ICdOw9gY2P52Xzpa9WqlmZFTaFQ4OV1iaNHz+Dvf51585Yxffp8tLS0sLGxxNHRjnbtWtKhQ8si8+7JjMwEI9rWdFHv42hjT1jMmxy3efDgsU/qU6plxVeKNxER0VSqVC7LVJavFH9kMhlaWu9XiVJSJJka3af6JgLMmTOVVq2a0aFDK+zsWtC8eWPatXOlV6/Omf7W29vX4tGjJwV3MYWIUCjk+fOXn0XAduduEBbl8jdVtY5TK47vXM6OfecY0q9kWJV8Co0b2rNv52YAqtSsi762kla2siKX8JfK4WGYkAdhIpRKUCjTB+UyqYSj25fisX8dAJYVapAQE8mxw1s+2fbgK2kpXdoQX1//Ag/Y7OxqIRaLOXLkFD16ZF2e0r9/d7Zs2YNQy4BrV2/wLCSE2OhIFAo52rr6mJSxZuhPq2jg0qVA+1zUfP2kA5cvX6N58/xR6CqOCIVCXF2b4uraVL0tPj6eY8fOcPr0Bfz8Ajh06AQSiZRSpfSpXLkCjRrVp0uXdjRsWK/IA9mMBCNSkcql7Alw5/cuGUu6ZsSzZy/yLNKiUChISEhI815+JWdkVntkY2PJv/8eYuXK9YASpVLJwIG9GDt2OKNHT8XX9yoGBvoIhUIWL56Dk1PdNNuVSliwYAYtWjinOV9MTCzm5mWyTGVJ5cWCki8U87nycUpkVkb3H6dEAqxa9Rv37j3Ey+sSf/65kQsXfDMUCwJVOtbngpFRaTw8zue49qM4cz8wiLLlPl0h8kNSa9mWL13BN31afZI5dUnAwbYikuQkxBqa2NnVorWdDA1R0fVHroDHb4TcDRWhUKpq0zIi/NUzNi4ay7NHtxAKRbh2HYaf5wE2blmHjXXxzxIqadjYWHHz5t1COVeFCjYcOnQiy4AtOOQlx0/5kJCQwL+79mJuVQnHFl2pXd+VqnUafVHq6F/OlWaCQqEgLOwVgwZ9ulx5Skws3uNmEvUgCATQfPVCEsJeE7BoFdEPg+nqeQCzunXyodefjr6+Pv36dadfv+7qbaGhYRw6dJwLFy5x6NBx/vlnG0qlElNTY2rWrErz5s706OGWZQpSQZCV98mUg3NwrtgA50oNsmklLdnN6GTG/fuPAAHVq1fJ0/FfSV97dOaMF2vXbuHgwc1YWJiTnJzCnj3u6v3nzp1K164dOHfOm4kTZ+HreyzNdm/vK0yY8AvXr59Nc56EhITPYnXhS0cqlaGl9V7sJtXovlu3ITlWEatduzq1a1enb9+uODi0zDRgu337PnXr2ua6jwqFgsTERBISkj54TCIpSfWYnJxCUlIySUnJJCcnq5+npKSQnJyCRCIhJSWFlBQJcrkcuVxlHZL6/wqF6vHj5wqFapvqUfU89V9cXBzHj59h9uyfcn09xY0nQUG0c8zbb3ZW2DVqw7Gdy9h94DwDe3/eq+7BQara7QqVq9PWQZjOjLqwUCrh6TshN5+JkMkzD9QA/M+7s/vPn0lOisfYzIrBk5ZwYMM8fhgzhrauBawy8oVSs2ZVfH2vFsq5mjdvzLFjHhm+JpcrGD7qVw7v34e5dSXmrL+AuVXFQulXceWLD9hOnz6PQCDMl1nIK9PnY92qOa23/olcIkGWlIymYSlab/sLn4mzsm+giLGxsWTcuO8ZN06lDKhQKLhx4w6HD5/i0qWrrF69nvnzl6GhIcbCwhx7+9q0bt2cLl06ULq0QTatfzofe58s8ljNu4RItvf8K8dtyOVyAHr0cMtTHy5c8EVfXy9Px34l49qj5cvXMW/edCwsVIIC2tpaDBnSN92xzs5OhIQ8S7e9QYO6vHqVPiU2KSmZ8uULz5vnK/nLsGHjOXPGi4SERJ49e4GHxwWEQgEJCYk4OLiiVCpZuHAlq1dvQF9fj7i4+P+Cud0IhUJ1ZoBEIkFPTw+5XE5cXDwpKRLs7V2IiooB4M8/N6JQKEhOTiYhIYljx84wb95ylEpV4KNUqlZ9FQql+v9TFRgzUmIUCFRqdiBAKBQgFAoRCISIRKo+iURCRCKR+p9YLEYsTn0Uq/d5/yhSH6OhIUZLK/VYIWKxOMP2RCIhDx48JjDwUWH9uQoMhUKpUogsn//CWamrbEuX/En/nq6f7Sqb6ruyCoDBAzoWWbCWIgXPe2ISUgRZBmrJSQnsXTuby2f3AVCvqRsDxvzOgY3zqFipMj9PHlRYXf7iaNiwHocOnSiUcw0c2JNNm3alq2Pb8e9Jpk6eiVwuZ9D4RTiXcMPr/OKLD9j27HGnQgWbT25HEhvHq0tXab5mEQAiTU1EmppoGRZ8IFNQCIXCdKqUEomEM2cucvLkWa5du8XZsxcZP/4XdHR0KF/eGienunTo0IrWrZvny1J1ZoIR2/z24vnIm8MjtmWbshkZGcXjx08JDg7Bw+MCoBJryQvXr9/CwuLzLGgtaDKrPXrwIAh7++xXNU6dOpeh2qmn58UMPfOkUlmhrwZ/Jf+4du0mderUpEWLxv8pHQqQyWQsXvwXgwf3RS6XERUVw8GDx6lVqxrh4RGIRCJq1KiCXC5HJpOTnJyCv38A795FqgOiVq2aYWFhzq1b93j48PF/cv9yrKwsaN26BTY2lmhqaqKpqYGmpiZaWlpoamqgpaX53z8ttLS00NPTQVdXV/1Y1KnjHxMZGU316o1YtGg106aNLeru5JnnL8NBIKBU6YJJf7Nv3I7jO5ez1/0i/Xq0KJBzFDWXLl3lwYMgdHV1GDasf5H0QSpXBWtxSQKUZB6shQbfZcPCsbx9+QQNLW36jJhDk3b98Dm1i+dBt/H12vfZBtYZER8fj76+fvY75hOurs1ISkrOUgwEoGfPoYwaNZTWrZvn+Vx1/8s4u3fvIfb2tXnyNIzefUcSEhRI/RZdGDxhCeLPQOU2v/jiAzY/vwA6dGj1ye3EPQtFx9SYiz9OI/JuICYOtjT+/Rc0/vOB+lzQ1NSkY8fWdOz4foAcERHFkSOn8PS8yLlzPuzadRCZTEbp0gZUrVoJZ2cnund3y5OyYmaCEabTamBT2pK2q1WprJ3rtOX3Pqty1KbhJwTRDx8GpxM6+ErOyKr2KCt+/fUPlixZg6mpMatW/Z5m++zZf/DuXSQeHvvSHJOaFla5coX86v5XChm5XI69vS3Tpo1Ls/2nn35M83zFivmF2a0Sg7FxaWbNmszcuUsYNKhXiU0Pvnv/KeZWFfJNIfJjhEIhHfqPZ8ni1fTp1vyzDAYWLFgOwKhRQ9XelIWJTA7n74mJT848WFMqlZw7vAn3TQuRySRYlq/O8Bl/YlGuGk8f3eLotqUcObYbQ4PPa0yVikwmw9fXHw+PC1y9epMnT54RFRWNQqGgUSNH9uxZj4FBwfu/pgrwBQTcwckp47RTD48LnDvnw+zZUz75fEqlEnPzMnw38lcO7d1DGasKzF7nibnN13HWx3zRAZtMJuPNm3AGD/705VaFTM67W/dovGgWZeo7cHn6PG6t+Jv6P0/Mh54Wb0xMjBg6tD9Dh76fuQsKesKhQyprgR079rNq1XoEAgFlyphSu3Z1GjVypHPndtnWgmUmGPFuUWC6bUG9QkhJSaFy5YpUrVqRKlUqUaVKBbWkd34QFvaaXr3yv5biSyCz2qMaNapy69ZdmjdvnOFxqbVqGW3v3Lkdf/+9ldGjp3Lhwvu6t9BQlddWYdzgvlIwyOUKtLSKWMKuhDNu3Pds376Pnj2HceVK5p5HxZnaNcvzOvQJCrkcoahgVDLqNunA8Z3LOXDUh95dC97TqzC5c+c+ly9fQ0NDzOjR3+ZLm0olhMeqvNLColT1cFoaSnQ1lehrg56WEh1N0NFQoq2p5NoTMdGJggwVIAHiYiLYtmwKd6+eA6B5x2/oOfwXNLW0iY+JZMNvo/jfb3NxsP08apji4+M5deo858/7cOvWPZ4/f0lcXDwikQhTU2OqVq3E4MF9aN++JRoaYvr3H0HVqg357bdfCkWh2sCgFF5elzIN2Pr2/R5jYyPs7D7N3ig1Lb2eY1tkchkDxv5G0/ZFswJcEviiA7YjR04hFotxcMh9kfnH6FmWRc+yLGXqqxQMK3Zpz60Vf39yuyWVqlUrMXXqGKZOHQOoVjwuXfLn6FEPPD298fT0ZsGCFQgEAgwNDbCxscTWtiaNG9enbVsXzM3Ncn3O9euX5fdlpCMuLi6dGuFXco6urg579vyDm1t/ypQx5ZtvejNx4ghmz/6Df//9B3NzM1JSUtiy5V9GjBiSbXtCoZCRI79l9+5DeHp6q6WIHzwIQiAQMGHCL1hYmGNjY0XFiuWoUqUCpqYmBTZb/5W0yBVyXFd2x8LQnD3D1jP636n4PrmKgbYqxWdN30XUscrYwF4ul38Wps9FjampMcHBT4u6G3mmYjlzShubERp8j/LV7ArkHEKhkDa9RvLP+p2fXcD2228rAfjmmz6fPHkpkcG9FyJCwoUoPvBKk8ohWSogJlG1n0CgRCQAgUAV3CnJWK4fIPCmL1uWTCAm8i26+oZ8M+EPHJzbA6CQy9m8eByt2ndk6IC2n9T3ouLly1ccO+aBr68/9+4FEhb2huTkFDQ1NSlb1oxatarRr193OnRoSeXKGQek9+/7MHv2H0yd+j82bdrJwYNb8jRGyilWVmUzVYqcMmUOADdvnstz+8kpEub+to6d23YBUKuBK99OXPY1/TEbvuiAbf/+Y1SqlD81LrrmZuhZWRAd9ITSVSvx8uJlSn9VElQjFApp2rQRTZs2Yt68pWzduodHj65w48Ydzp3z4erVG1y+fJVDh04wbtxMxGIRxsZGVKhQDnv72jRv3ggXF+dCzeX+mJCQZygUSnXe9VfyhpFRafbt20THjgMwMTHCza014eHv6NZtCKpbu4BBg3rluD2BQMCUKaNZtWq9OmB78uQZAoFKJCYuLoGkpCQkEqladEYkEqGpqYGOjg6lSulhaGiAsbER5uamWFiYY2VlSYUK1lSuXAEbG6svSjo4P1nnvZVqZSoTlxKv3ja301S62qVfMf0YpVJJXFxCQXbvs2fLlj34+9/A2/toUXflk6jfyJnAWz4FFrABmFtXwud4eIG1XxSEhDzj9OnzCIVCJk0a+UltyRVw7p6YmCQBykyCr1SUSgGybCwy5DIpR3csx2PfGpRKJVVqOzF06kqMzSzV+xzftQIUUlYvKf6ZSgqFglu37uHhcYHLl68RFBTM27cRyGQy9PR0sba2pF49eyZNcqZDh9YYG5fOcdtCoZB586YzfPhAunf/FlvbZsybN52RI78tkGupXr0Kt2/fT7c9MTGJjRt3AlCuXF169uzEnDlTsbbOWbq1z6Wb/PLrEm7fuIqmpjb1mnWk65Cpn63RdX7zRY9Crl27Sa9enfOtPec/ZnHhh8nIJVIMKtjQ/K+FPD3mwaVpc0l+F8npvt9jUqcmHQ5szrdzlkT8/AKoVKlChqImACkpKXh7++HldYkbN+5w7JgHW7b8i1QqRUtLEzMzU6pUqUi9ena0bNmEhg0dC2VAfe6cL7q6OsVOXKCkkOrBBmBtbcGtW+fVzwcO7MXAgemDtMzk1z/e3qVLe7p0aa9+/vr1W8zMTLl58/zHhxIe/o7Hj58SEvKcFy/CCAt7zZs3bwkPj+TFizBiY+NISEgiJSUFmUwGqIJCDQ0NdHS00NPTw8CgFMbGpTEzM6Fs2TJYW1tibW1JpUrlKVfOulBUU4s7L6Nf4RF4gcmtRvHXxU25Pn7AgJ6sW7eFKVNGYWJiXAA9/PwJCgrG3NwsQ7GekkSrlo1Z9/dO2vUeXWDn0NHVJzExPvsdSxCLF/+FUqmke3e3T6phVCrB56GY2BwEaznh9Ytgti2bTEjgDQRCIR0HTKBDvzGIRO/v43f8Pbl8Zh9e5w8WO3PsN2/C8fC4gK+vH3fvBhIaGkZcnOqzY2hoQMWK5ejQoTWtWjXD1bUJ2tra+XLe8uVtCAjwZP785cyYsYDBg/ugq5v/NX0NGjioBdo+pFEj1UTb3r0bmDZtLgcOHOPAAZXNTlRUUIZtRUTGMn/hOg7uP0hsVCSWFaoxbOpq6jf/WlqSWwQZyRJnurNAoMzsj1LSSE5OxsKiDleunKB69apF3Z0viurVG9O7d2fmz5+Zq+OiomLw9LyIr68fN2/eIzQ0TF2Uq6urg6VlWapXr4yTUz1at25BzZpV8zX1bdSon/DzCyAgwDPf2vxKwTB8+ETu3HmAn9+pT24rMTGRx4+f8uTJM168COPFizBev35LeHgEUVHRxMTEkZCQQFJSClKpVC31LhQKEYtFaGhooq2tha6utjrYMzRUBXwmJsaUKWOKubkZFhbmWFqWxcbGMt9u8EXJkG1jmNhyJPEpCaz22qBOibz6/CaaIk1aVG3MbLcpaIm1Mm3D3t4FA4NSJX6FqKhYvPgv1q3bQnBw4fgqFRThEbHUqdOcxbsD0NAsmO9G9LvXLJzQiafBlwqk/cLmzZtwatduhlwu58qVk3n2DlUq4VqIiKfhwiyl+LMjPjaK6xeP4n/+EE8eBABgZGrB0J9WUrVOwzT7hr96zuLJ3dmwaU2R+q1JJBK8vf04f96bGzfuEhz8lIiIKGQyGdra2lhYlPlvzOFImzYtqFWrWqFN6BoZVeXRo8uYmeW/empgYBDOzh159y5QfT2BgUE0buzGtm1/0rlzO/W+ERGR+Pj4pakzT0xKZsnyrfy7ez+vXjxDV78U9o3b033odEqVNsn3/pZ0RrmVR5mDmZDiNW1RiBw4cAwtLc2vwVoREBERSdu2rrk+zsjIkF69OrNt215u3ryrntF5/vwlHh4XuHLlGvfvP8Lb2485cxYDquJZa2sLbG1r0KhRA9q2bYGlZdk89fvBg6DPWnUwWZpCx7UDSJFJkCtkdKnTnhntxqNUKpl/ajmHb59EJBQyrPEARjTNvr6sKHnzJjzfxGZ0dXWxs6uFnV3GtVYfo1AoiI6OJTT0JWFhr3n9+i1v377j7dt3REZGERUVQ3h4BCEhz0lISCQpKYmUFAlSqRS5XJEm4NPQEKOpqYm2tja6utr/Peqgp6eLrq4OpUrpqwPA0qUNMTQ0xNi4NKamRpiYGGNmZkrp0gaFvip86v45TPVNcLC2xSfYT739V7cpmJcyQyKXMGH/LFae/4epbTKXnD9yZDsODi0JDAyiRo2vv9W5xdjYCIlEWtTd+GTMTAywrlCVJw8CqG5fMDXE2nqlSEoomhW2lJhYvMfNJOpBEAig+eqFJIS9JmDRKqIfBtPV8wBmuUzFX7nyH+RyOa6uTfMcrAEEhgnzHKxJUpK54++J//lD3L16HoVclbGgpa2LY/POdB82A32DtL/Tzx/f4fdxnejUvVehBmsPHz7m9Onz+PsH8OBBEK9fvyUxMQmRSISJiREVK5aje/eOtGjRGBcX5yKfVBMIBAQFPUkXsGX0WTJ3qsu9f7Zxf/0OBGIRNm1caDh3WqZtpyphBwY+Vq/ON26s8q79MFgDMDExpmvXDsjlCtat38fGjTt4GvwQDU1tatRtypCf/qR81a9lJPnBFxuwHTx4gqpVKxV1NzLF2tpenULm4XGBGTPm4+6+jRYtuhIc7I9AIMDf/wbt2vXh7t2LWFlZEBMTh4ODK8HB/owZMx1395M8fHiZUqVUdV/Tp8/j77+38fixHyYmxrx5E86MGQu4ceM2Wlqa2NhY8/vvP1OlSsEpMT1+HIJcrsDZuUGejr99+x7e3ldYu3axelu5clYMHz6Q4cMHqrcpFAru3n3A2bMXuXr1Jlev3uDoUQ8mTvwFkUiEkZEhFSqUw86uFs2aNaJly6bZKgqGhobRuvXn6dMDoCXW5PCIbehr6SGVS+nwVz9a12jOo7fBvIx+hf9PpxEKhYTHRxR1V7MlIiKSatWKpoZUKBRibFwaY+PSebKySFWvffnyNS9fvuLNm7e8fRtBREQkcXHxxMXFk5iYxJs34Tx9+pykpBRSUlKQSKRIpVKkUhlyuVxt+vxhv94bMGuovcW0tbXQ1tZGR0cHfX1d9PX10NfXo1SpUhgaqqw5+vbtmqtr8HsawKn7npwJ9CJFmkJcSjw/7JrMPwOWAqAl1mJgg56s9tqQZTu6ujoA+eKV+SViYmKEVFryAzaARs7OBN70KbCATUtbF6k0hZQUaaGrk16ZPh/rVs1pvfVP5BIJsqRkNA1L0XrbX/hMzLkFSioxMXFs2qQSdJg5c3ye+/UsXMjdF6JcBWsKhYKgO1fwP3+IAJ+TJCfGASAUiqhd3wUn1+7YN26LlrZuuuPOu2/k1L41aGpqokiJznO/s+LNm3DOn/fh8uVraoXGmJgYFAolpUrpY21tQb16djg7N6BtW5dia4dRr14dxo6dwfXraTN+MvoshXlf4dkJT3r4HEWkpUVSeNb3cKFQiL6+Hl5evtSqVY1duw4AGQuNvHr9jr4DxnHvdgACgZAqteozdv4OatZtqt5HJpNxeu9f3PA5gWuXoTRp3y8f3oEvjy82YLt58w5DhvQt6m5ki5fXJaZNm8vBg5uxsbHE3NyUhw8fU6NGVfz9A7Czq4W//w26d7fg2rWbODraq2fTK1Ysz4kTnvTt2xWFQoG3tx+WluaAqqD/m29G069fdzZtWgGo5H/fvn1XoAHbsWMeGBiUynPNWYsW3QDo169blvsJhULs7Gqnk52VSCRcvnyN8+d9uXHjNqdPn2fHjn1IJFI0NTUxMzOhcuXy1Ktnh4tLE5o0cVL3NSYmlubNG+Wp3yUBgUCAvpYeAFK5DKlChkAgYNPl3awfsEz9uTLTL/4pDdHRserPeklDLBZjZWXx30Dh02eYk5OTCQ+P5N27CCIjo4mMjCIyMoro6FhiY+OIiYn9LxBMIDExkcjIaJKSkklKSiYlJYWoqGiWLPmLEyd25Tj9ZrbbFGa7qTx6fIL9WO21gX8GLOV17FvKGpRBqVRy/O4ZapbNurbq1KnzaGtrF/lsdkmlQQMHUlIkBAeHZKpAV1Jo06ox/5u7tMDaFwgE6OjqExkdj4V5/lnBZIckNo5Xl67SfM0iAESamog0NdH6BL/Q9eu3kZIioW7dOtT/T7k6t7yNEeD/JOfB2suQQPzPH+LqhcNEvXul3l6+mj2tC2HxAAAgAElEQVROrt2p37wTBkYZKxvGRL5l+/LJpCTFcer0Phb/vpgHDz6t/CYk5Bment5cu3aTwMDHhIaGERMTi1wuR1tbCzMzE6pWrUy7dq60adOCevXsSlR9+tatf2Jn58KuXQcZMKAHkPln6cGmXdhP+AGRlir9XMcs+3u4hUUZzpy5yMiR3/Ljj9Oxs6tF+fJpJ84OHPZk5PfjMDAyY+iUFdRr1inNexj27BEHNiwg8KY3YrEG1WvZsuvPmRze+gc9v59Fw5bd8+vt+CL4IgO2+Ph4IiOji33AdunSVcaP/5m9ezdQsaJKzbJhQ0f8/W+oA7ZRo4bi7x9A9+5u+PsH0LDh+wFez56dOHToOH37dsXHx4+GDetx9uxFALy9ryAWixk27L2nR506OUv5+hR8ff3zPFv+/feTAHj6NCDP59fU1KRFC+d00vyxsXGcO+eNt7cft2/fZ8eO/axevRG5XI6urg5mZibI5XIaNXLM87lLAnKFHJcV3QiJeM53zgOpX86BkIjnHLx1nON3z2CiZ8yirrOobFahqLuaJfHxCZQvb13U3SgWaGtrY2NjiY2NZfY7Z8CrV2/o2HEAtWs3Z/Xq33O92vYhP+yazLuESJRKJXUsa7Ks59ws9z969DSVKpXL8/m+dKysLLCxsWLevGVs2bK6qLvzSbRuUZcRz4JIjI9BV9+wQM6ho1uKqJjCDdjinoWiY2rMxR+nEXk3EBMHWxr//gsaeTS4lslkrF69EYBZsyblqY1XUQJ8H4mzDdai3r3i6oXD+J9352XIA/V2k7I2NHTtTgPXbpS1ztoA+e7Vc2xfMZWuvfqyeN5otLQ0qFu3DufP+2bbT4VCwZ07D/DyukRAwG0ePgzm1avXxMbGo1Qq0dXVoWxZMypVqkDbti40bdqQRo0cPwu7ECsrC4YO7c+PP07j118X0qKFM8M7tMrwsxTzOITXl69xbf4yRFpaNJw3HbN6WSuu/vzzJIYOHYe9vap85cyZfWleHz5qNgf27KZRq558M2GxOlBTKBR4Hd/O2QN/E/n2JZY2Ffj9j9/4YZgqqIyKjmP4yJ/ZunQShzb9Ru+Rc3Bs2rEA3qHPjy8yYPv3X3d0dLTTzRYUJ1JSJAwcOIqjR3eo84kBnJzqcunSVQYP7sPTp6F069aBLVv+BcDfP4CJE99L91auXJ6TJ88SHR3DgQPH6NOnizpge/DgUb74z+WWwMDHaun13PD06XP27z/KnDk/YWiY/2bIBgal6NbNjW7d3NJsf/nyFWfOXGTXrgOEhb3+LH7os0IkFOE96SgxSbEM2jqa+68fIZFJ0BZrcX78IY7eOc2YfTM4OXp3UXc1S5KTU9STHF/5NCwszAkI8GTatLmMGvUTW7f+y7RpY3PsR9i0ckOaVlaJChwZuT1X5w4IuEP//l9nYT+FQYN6sWpV1qmnJQE9XS0qV69DSOANatd3KZBzaOuVIiq6cOvYFDI5727do/GiWZSp78Dl6fO4teJv6v+cNyn7y5evERsbh7m5GS4uTXLXFyXcDRXy8FXWK2tJiXHsWj2T6xePqtOudfUNcWzemYYtu1OppmO2gl9SSTLumxdy89Jp/lq7gk7tnNSvNWnixNwPVlNlMhn+/gF4e/sREHCb4OCnvH79loSERAQCAaVK6VO2rEoApE+frri4OGNvX7tErZjlhSVL5jBx4gjWrNnMsWMeXD14nDHAYYGAGRuX827jLm6t+BulTE5KdAxdzuwnPOA2nkPH0/fmuSz/Rl26tMPR0Y6rV28yffpY9dgnPDwa1zZ9ef0ylOEz/lIHW5FvX3Jgw3xu+51FqVTStIUrixdtp2rltONso9KlOPDvKsLDo2nUpBMbfhuNdNIyGrXuWWDv0+fCFxmwHTlyqtgXsGtoiHFyqsuOHftYuPB9DnvDho6sWPEPz56FUq6cNdraWiiVSuLjE7h58x71Ppo16dSpLQcOHOPatVssXz6vsC8jHW/ehNOyZe4Dtrp1WwEwfvwP+d2lLLGysuDbb/ty48ZtXr9+W6jnLkoMdQxoWqkhnoEXsTQsS5c6qkLjTrZt+XHv9CLuXfZIpVKqVSu+NaolkUWLfqVbNzcmTpxFjx7foqmpScOGjowePZS2bV2YNWshHh4X1KIoev+tEMjlcmQyOQqF6rFZs0bMmJF9XU1iYiIREZEMHtynoC/ts2bMmGEsXLiKK1eul/gMAV19fWRSScG1r1uKqKi4Ams/I/Qsy6JnWZYy/6UuVuzSnlsr/s5ze3v2uAPQp0/XXKkkJ0tV0v1RCYIsg7XwV89Y+7/vePU8CLGGFnYNW+Hk2p3a9V0Qa+RsQvPV8yA2/TEW63Ll8fU5TNkyaT3JHBxsUSgU2Nm1IDw8kuTkZIRCIaVLG2Blpaoxq1/fAVfXJsVai6AwsLKyYMGCmSxYMJPQ+w/Z06wzh67f4pBTe5wtytDT2AgLy7JU6NwOgUBAGUd7BEIByRGR6JhmnhrZq9cwrl69CcC0aeMAOHrCm++GjqKUoSnzN/tS2sQc//OHOLF7FW9ePMGkjAVTpk9hyvghiESZB8s795xixrTZJMTH4tp1GA1csy5x+YqKLzJgu337PqNHDyvqbmSJUChk8+ZVdOs2hKVL1zJ58igAKleuQHR0DKdOnaNBA9UPvINDbXbtOkD58tbo6+ulaadHj064uHSjf//uaWabatSoyuHDny55nhvevAlHKpXSunXuArbZs1WeWw8eqFIklEq4/1JIdQsFYlG+dzND7t4NzDeT9eLKu/gINEQaGOoYkCRN5sLjS4x3+R4329ZcfHyZQU698X3iTxXT4l0LExurGnCVK/c1JTK/ady4PleunEQikbB58262b99H//4jEAhUogIdOrQkKSmZhIRE3rxRmRCLxSKEQhEikRChUMiyZWs5ePA4x47txNw845oWgBUr/kFPT/eLH5B9Krq6ulSpUpGZMxdw5Mg29PX1i7pLmSrZAdxevQH/Xxcx6LEf2h/57ykVCgQFuGqio1eKmNjCXWHTNTdDz8qC6KAnlK5aiZcXL1M6j6qOcrmco0c9AOjVK+c+V+GxArwfipHKQEnmwdqDAG82LPyRxPgYLMpVZeSvGyhjWSHH51Eqlfic2sWRbUsYN2kyk8f0RihMfz6xWMzQof2Ry+U4OdXFxaVJsRX/KE6MmTEfe4GQc3vWoVvems39R3Dh/iOiHwXT4G04o923Io6KQSGRpvtufUj37t/i66tS9z1+XCVe8+P4BezavpX6zTvTZ8QcDm1eyHXvY8gkKdRzasTO7StxdKiRZf+8fW8yYsQUXoc9x8G5PYMnLkFbt+h/j0oKX1zAFhmp8k365pveRd2VbNHV1WHPnn9wc+tPmTKm6j43aFCXdeu28tdfi9TPFyxYTps2LunasLGx5JdfJuLikjZ9qXnzxsybt5StW/eoa/kCAm6TlJREkyYN07WTHxw/fgZdXZ1cGT2Gh0ewatV6RowYTNmyZdTb770QERkvoGl1OflotZYpz5+/YODAz3vJ/nVsOKP3TEWuUKBQKuhu34H2tVrSuGJ9vt81iTXeW9DX1GVl7wVF3dUsefQoGKFQ+NmnwxQlmpqajBgxhBEjhiCTyThy5BQuLk0xNi6d7bGvXr2hU6eB2No2Z9myuZn+Fm/fvg83t9b53fUvkrlzp/HDD5MpV64eVapUZOjQfnz//Td5Fn/6VDJSsgOIf/GKlxd80bfOuN5SoVDmq7fmx2jr6hMdU/jS/s5/zOLCD5ORS6QYVLCh+V8LeXrMg0vT5pL8LpLTfb/HpE5NOhzYnGU7fn4BxMbGYWZmkqOadKVSJdufnRKkUqnknPtGDmxcgFKhwK5RG76dshwd3ZyXJ0S8fcmO5VNISojm8JFd1LPLurZt2bKs61u/khaFQsHly9fp9dNonv2+ErlESqua1Wh8eg9/rd/B61XrWVulIRra2tSeNjbL71Fw8FOkUpUFQ42a1XGo35HQp09o2WUYQXeuMHWgIwaGRgwdPow5v4xCWyvrldXHT17wzZAJBN69TeVajiz4fQ9Gpl8D8NzyxQVsu3YdQE9PDwuLkqEgZ2RUmn37NtGx4wBMTIxwc2tNw4b1OHPGi7r/+bI4OdXl6dNQnJwyVpQbOrR/um0CgYDt29cwc+YCVqz4G21tLWxsrPj9918K7FouXryMtXXuvqSurqr6lQ/TQgUC0BBDWLSQB2FKalkp8rWfGREdHUOzZo0L/DxFia1lDS5OPJJuu6GOAXu/Kzk1MMHBzz77WsPihFgspkePnM/mW1iYc/36WX755TfGj/+ZNWs2M2/etDSWGQ8fPub167fMmjW5ILr8xdG+fUueP7+Bv/8NFi/+k7lzl/LLLwvp27cba/5TlCssMlOyA7jy8wKc5kzlzMBRGR6rVCoKOGArRUxM4aZEApjUqUW384fSbKvQqS0VOrXNVTv79ql+v3v06JTuffp4VdN5xUKu7LlIjNdZEAoRGJqgNWkpQpO0YyOpJJldf/7MlbP7AXDrP46OAyfmeEIsPjaKM/vXcv7oVuRSCaEvbqOro5Wr6/pK9hw8eBylUsHAn8Yg/C+FMZVpMyfAzAlcvnyNX39dxKK5Syi96h8GD+7D9Onj0qnw1q1bh9DQl/y5Zhk1ajgjlUrQ0tLh/JFN1KzjwIFDu2jZon62fYqMimXwsKlc8jpHGatKzFh1jHJVCl874XNB8KFPT7Y7CwTKVLPikkr79n1RKuH06T1F3ZUvjvr12+DgYMuGDctzfMyDB0E4O7thaWnOvXs+6u0nb4qJSRIiEippWk2GhVHOP8e5JTz8HdWqNebVqztf5cVLAIsWrWb9+u08fuxf1F35Sjbcv/+IyZN/xc8vAGNjI0aN+paJE0fw77/ujBkznQMHNuHq2jT7hr6Sa/btO8KIEVO4ePEItrZZpzLlJ2HXbuIz4RcEZcsQH/QEmXkZ3jVxQnr/IaKQ59ytXJ7G5305XqUikSkSkpKSSU5WeQ3GxyfQbeh02vXOOKD7VA5t/p2KlvosnDOiQNovSBQKBZUrOxEdHcPZs/txdLRP87rXqKmYN65PjcF9iIiS4nVLilQuRKmrsg+QHN6M4nkQ2mP/z955x9W8/3H8eU57bxVKRBSyqWtvmaFrX3tcFz97j+saF/da17yunU0yyhYh2aPIiEgRSUm7zvr9cXRIW0PR8/HoQd/z/X7G+Xa+5/P+vN/v1/tPxTXRkeFsWDCC4Md3UFXToP+EZdRpnDNFv8SEWM4d2sR5j+00bdWOXwd1pXOnHkRGPi6JfigAWrVyQSgUcvr0/mzPjYmJZd68Zezbd5iEhEQaNqzPggXTsbe3QyKRYGyc9nmgoaWDc7euLFowHj3d7EMYRSIxv/1vPu7796GtZ0jfMYuwd2j91XP73hnZvhwymSzbnagfzsMWEPCYyZNHfeth/JC8evUm16IhtraVOHFiL05OvWjbtqfC0NZQlfEhESRSAZefKNPOXoR2AdlS585d/lhguMRYKw68fBmmKBZfQtHGzs6GEyf2EhUVzezZi/jrrzUcP34GLy93fHyu4eIyBFfXtXToUBIamd/8/HNn1q7dwogRk7h82TPLc6VSKZGRUYSHvyMyMoqICHlNv/fv5T/R0R94//4DsbFxxMXFEx8fT0KC3NBKSUlJU8y9LDAa+PfhE16rKNPpdTjce0A5iZTjZUuj8votMsDU1JhyRkbo6ekqCtH/s2YHepnU8sorMpmMQL8rtG0yrEDaL2hu3vQjOvoD+gb6VK5qT5IIlIRQvlwNggJ8eO17gyRnJ3rUaEXNJl254yvPdXsV/IgyVlWo+/4dVsZmuI12kh9//giBUIhUIkZTW4/ajTtw4L8/OLlvDQB2dZrSdVB6AaqU5CQueG7njNsG6jg25sSpA1SvIs//FggE3Lv3kBo1qqa7riDJKGcyPuwNt5esIvpxEF28DmLyMWKpOCKVSrl7936ON8N1dXVYunQuS5fO5fDhEyxevIqmTbswZsxQZs0aT7Xq1bh/7z76hsYsXbaA7s4tKVu2ButWySOdTp/2Zvr0BRw+7MquXW6sWrURPz9vTEyMmLdoAyv+WoqqmgaGpcrQc+Q8qtWTlwa4ddET3zP7GTPflQ9Rbznw3zxeBPqhrKKKkWlZfh7+O6ZlS3KWM+OHMtjCwyOIi4unX7/8z19LEiXTYX0fksUpSKRiOldvx/S2Y3Fa15u4JHlM/Lv4KGpb2LNr4Pp877+oExcXR1JSEu3bt8z1tQ4OddizZwO9e49g8OBxbNmyEq3PIirEEjgXoEIbexHqKvk46I9cvXozxwWDS/j2vH4djoFB9rlUJRQdDA31Wbt2CX37dqdjx35ER8ewbt0StLQ06d//N4KCbqKv//WFhEvImA0bluLg4EStWi0QiyUkJyeTnJyCSCRCLJYojKxUBAIBSkpClJWVUVZWRk1NFTU1VTQ15aqgOjraWFiUQV9fFwMDPYyMjDA2NsTExAhzc1PMzEqhJZXi2bYnd/y9AXjje4PbS1YT9eAxY8RiiIomXizB6fEzunj9jeZnwjQ37oUR+yGyQN6L+9fPIRElM6B38fQEHD/hDYBdvdac8FNFJgMZ8u9HN4/XfJCqcmXQeEabmKP69jVOSw8iUNfEs5M1zWPeI9DVR2PeNmbqGXHlrBuuyycik0ipVN2BYTPWccHDlZbOQ2jdPXPv4zWvgxzetoQq1Wpx8NAO6tVKq8atpaXJlSs3Ct1gyyhnUlVPh1aua/EZPzv7Boo4I0ZMQllZmc6d2+b6Wmdnp48/A7h69Raqqqp4nz+ISCzOMDftwgVfpk6dh7v7VkVtT0NDA0aOmsG1a7dJjI9DSUmZFQcf8DrkCZsWjaRyDUekUilHXP9mzHxXZDIZGxYMx6GlC0OnyTcAQoMCiIl+V2KwZUGxNdi+RmXK1XU/uro6OUqMzy1qyqocGeGKtpoWIokIp7W9aFWlSZp6Vf23j6J91R9zp/jkyfOoqqpilIUyUVa0a9eCpYb6hB06xrqLVzAwLY1gqSdJi0YjffWMBGTsjo9Bz1iHLhc8CHkn5Gm4kAYVxeh9Xf1RBXKFyJLivcWFd++islQfLKHo8tNP9bG0LEv16k1YuHA6Q4f2ZdOmnSQmJpYYbAVA5coVqV3bHj+/AAYO7IW+vh6GhvofjS25oWVsbISpqXG+5oV+qYpoZG9H+yOuitf32jfD+bx7OiU7M1MTHgdH5Ns4UpHJZHjuWs74SWOylCMvyhw/dQkAXQPTdAIioYH3MHz5DOtpa9Bt0onkf+eSsn8dav0ncVZFlY6uV0nZt5bkI1vxTErA67C88HaTDr/QY8TvKClnvRMqkYhx37SAB7cusGXbepo3ythbZWJihJ9fQD7MNudkljOppvd9PE9mz16Mu/sx3N235inU1MjIgNevwwFQUhKipJT+8+7re4OxY2eyf/8mRZ3T5y/CiP4Qh9eZc9RwbMPgyf8wpU8dhEIhZawqU71+K04d+JeUpAQcWnTDxLwcj+5eRklJhSYd+inatrAuXCO+OFJsDbavUZk6edILe/vslZO+BoFAgLaaXFJfJBEjkorTJP3GJsVxMegqa3ouLpD+izrnz/tgbl4q+xOzQEtLC50hfZj59zqWzFuKoRDUp69VvJ68aT7JOjocvin/cpHK4H28ED3NvImSvHjxkp49u+SpjRIKj/fvoxWCPCUUP27ePE2PHsOYNm0BSUnJAMTHJ3zjUX2/HDmynUqVHDly5AR//fU7Xbu2L/A+M1JFzAmmZibcvPM438fjf/UMAqT071k8N1QfPnlJcJBcX+DZw5tIJRKESvKaNyJRCls3L2SiYSlKNekEgHKj9qQcWJemjZR6zXk/qTteSQkIlZQRCoX0HrUgzTlehzdz/by8zlvXQdOwq9OUxPgYNi8ehVAg4cL5/ZQy1st0nJaWZXny5Fm+zTsnxL4IRcPYkIujphJ1/xFGNavhuGgWKlp53MktAty5c481azazceNymjb9KfsLssDY2DDL52xycgp9+47Ew2MnNjbWPAp8Qf+B43ny8B7GZhY4tumNqroGqupp39cOfcfx55gOKCurMG2VBwBhLwKxrFTyHZ1biuVWUuqOSeWPctCf75akqkxlpPX+6NFTOnXKvcs4p0ikEhov74TNHw40q9SQupY1Fa8du3+GphUd0VXPuQzu98TduwHY2VXOczu/jhjAr78OYNumrYhFIsVxmUyG+OIxaNQFsVSAWCpAJpMXA80r799H07ixQ94bKqFQiI2No2wmsuAlFH2UlZVxd99KWNg9oqICMTIyYMOG7d96WN8t2traPHx4GUfHugwZMg5f34IX60lVRex+2ZPWu9ajpp92kd/L3zvDOlGlzYz5EBWer2ORSqV47lrOpMn/K7betbkL1tPYqQ86+sYE+l/l+J5ViteUlJUpVbUe0QiQvgwCQHz3MkLLSkhfPQfkC+izM/oQmpSAtp4R4xbtQUkp/X5+S+chzFxzgplrTmBXpylvw4L5a4Iz1tZWnD2+KUtjDcDW1oZXr97k48yzRyqW8M4vANvBfeh68Sgqmhp5KkxelLC2tkJZWUlR8zIvqGto8v79h0xfV1FRpn79Wmz4bwftOw/jJ4fWxMUl0sipD006/IJTr9FcPXuQxIS0Kqtq6prUbdKRBi26oaJSog6aF4rl0+nzHZNDTTpz8X8zEMUn8OK4F1rmphhVt013TUjIKxISEunVq+AqqisJlbg0wYOAWZe4HerPgzeBitfc7nrSvWbOpa+/N0JCXtKwYf28NSIQcKLbIOpfuUlrDQmJH3ffAaT3ryPQN0ZY5lNRZxlyL1teiIyMQiwW06hRHsdeQqGRkJBE+fIW33oYJeQTbds25/hxr289jO8afX1dXF3XYmtrw59//vOth5MpP9W3IyToAdGR+We03fU9iYqyMn1cWuRbm4XJvUcvuOx9hvZ9xjF4yj8IBAKO7/mHE/vWkBgfg1AgZNj0dZzVMyB8em8SfmuL9NkDVHuMJnnrYkYnJZLwWxtKx7znRjkbpv/jQaVq2X/fPfbzZemk7vQfNIDtG2ajqpJ9wFadOva8fx+dH9POMVqlzdAqbUapuvIN9PKd2xFZyGGZBYWurg6DB/dh4cIVaXJNv4Z9B46RnJKS5phEIuXk6SsMHfk7SUnJnPe+ws4d+7l98ya//bGVORu80DOQR05pautRr1kXLnruSNe2QCBE8FmB9NLlKhHy5F6exvsjUiwNtox2TG4vXsXd5euoM31chtds374PAwN9dHUL3sOlp6FLowoN8Hp0EYCo+PfcDvWnjW3zAu+7KCISiYiLi6djx7wlc3c6uZeuF47Q7sBm7KOjUHri/6mPC0dRbtY5r0NNx/nzlxVJ9SUUD0SiFKyty2d/4ndEcnJy9icVU4YO7cfr1+GkfLGYKCH/mTjxV3x9b/Dnnyu/9VAyxNzUgLadunLucPq6kOO6fdqovX/jHHOGNiXq7SsALp3YzdzhLZg7vAWLx3XmacANQO5d275sAvEf3tKkSWdatOjGvXsPFO3Y2zfjp5868NNPHXBwaMeCBcuL3Gdt3oL1NOvYHy0dParUbETHfhOQyWQc3f43Mwb8hFiUQkJ8DD0X72Ojli53ugxCY85G0NblvHVVliFjmUyGf5NOjFxxFMNSZbLt89KJXWxeMoZVa1cwfXz6Oq+Z0bBhfZKTUxCLxXmZcq7QNDVR5EwCvLp4Bf3KFQut/4KmQ4fWH0tfJH11GyfPXCE87CUCBCxeuoU27QdhVcERE5Mq9Ok9EK+z5xAIhLgMn8P8LZcwNDHnQwabJq26DuXSiV1IJJIs+6tcoyFiUQo+Jz9pPAQH+hF47+pXz+FHoFgabBnumPg/IPbFS9wbd2KvfTPiw95wqKkzCR9dxWfOeFOzZsEV7HsXF8mHxBgAEkVJeD/1pVIpudrNYf8TtLVtjvoP6g6+cMEXZWUlypXLm9dD62Oxcw0TI6w6tUYj5B4SsQiZRIzE9yTKH+Pz85MrV25ibGyU7+2WUDCIxWKkUhmVKv04BltsbBxmZtUwMKiEgUElatduyZYtu0lM/Pov8KJErVrVUVFRwc0ta+n5EvJOt24dmTt3MitXbsDWtiGPHhW9uqvTJg7i8ql9xMdmHL716K4P+9b/zpj5rhiWKsO9a15cOrGLSX+7Mfe/c/QZvZAtf/2PD1FvueNzHKFQyO5d6/Dx8WDIkD7MmZO2kLiHxw58fY9x9uxBgoNDGTeu6KgK+gcEc+XSOVo4D1Ecc+o1htHztmNj70hSQiwSiZhZgxrivnkhLboM4dCWRayfP4wV03rhsWMZAM4DpzJk6mpU1TWy7E8qlbJn7SxOu/3LUY/dOLfPXaqAubkpQqGQu3fv536yeSA1Z/Jgw45E3XtIzYkjCfY8ze6qjXh74w6neg7jRPdBgDwvLPVZ+vnPuHGzyE3d4sJi+vSF1K1bM0+byv/733RKl6uMWCxi5fJVhL+Npk5TZyYvP8w6z+cscr2GiqoaTdr3w9jMktHzXTmxdzV+V06naUdbz5Cajm0Ri7Le1BAIBIyY/R8Pb19i9uDGzPu1Fcd2rUDf0DTL6350im3hbA+n3jRetRD9ShW4tXgV4vgEGsz/VBPkS5UpM7Nq/P337/zyS/5L+gPcD3vEb/umIJFKkcqkdK3hxJTWYwDouL4v45qPoFWVJgXSd1Fn6tR5HD16iocPL391G6L4BGRSKao62ojiEzjRdSBVJ4zmvklLPvicQ+y2Ac2/0haMFCDD3lKCbZmvDxVo06YHamqqeHjs/Oo2Sig8AgODcHBwIioqMPuTvxN++qkDDx8GcuDAZlav3sTFi1fSnTN4cB9GjRpMhQrlvsEI806TJp0xMjLk0KFt33ooPwTR0TF07TqABw8CuXjxCJWLmEfCpd80tIzK49RrjOLYuG62jJq3nXiWBpcAACAASURBVO3LJzD6j22YWcjHvHSyCx37jqdKzYaKc4+6LkUmk+F35SQ6Gkr8u34RtWpVJzAwiP79R3H16klA7mE7f95doW4cExNLtWpN8PM7XyRKh3TrMwVto/K07zM2w9eDA/044/Yvdy6fyNDYUNfUYfCUf6heP+tyO1KJhAe3L3LGbT1qaio8eeBH544t2LBhKQBly9bg5Us/IG2NLguL0uzde4h//tkIyJDJZAQHhzJr1gQePHhM27bN6dLFSdFPSMhLGjRoR8WKnzbcRo0aTK9eXXP71uQamUxGqVJ2Cu/f6NFDaNLEkVevXrN372GuXbsFwJEjrjRp4ljg48kJL16EUqtWS7y9D3+1oN6OPccYO2oCi3ZcQ0ffuKSo+Tfguy+cnRuVqcePn5KcnMzPP+e/ByaVaqWrcHH80Qxf8xy5q8D6LQ7cuuVH5crWeWojMeIdZ/vJC55LJWKsu3fCul0TzJNFHFxyDKUm6fMDlYRgqJ23HbGQkJe4uPy4uYfFjSdPnqOSg1yK74WoqPc8fBiIjo42VapU4shn0ughIa/YsGE769ZtZcuW3WzZshuAorLplhsqVChHYGBQofX3vRfazQ59fV3Onz9E+/a9ad68Ky9f+hWphdy0SUPo1rU/LZ2HKrxCIlEK/84byvgl+xTGGsDrF4GU+0KRrlwle47vXY2Orh4mekqK415eF2nfPvPQfV1dHcqVK0tQUDB169bM9LyCIDo6hitXbnD9+m0CAh7z4OETXoeF03v0nyTEfUBTO73gh5VNDYbNWM/bsGDOHd5MxOsXGJYqg1GpshiZlqVSdQf0jTL3arx7E4Lv6f1cPeuGgZEJPfv0YNzI7kybOo+tW/ewbt0SlJQ+vX9f1ug6c+YC69dvw919K+bmpiQlJWNv3xQ/v4BMn9NWVpZcuuSR9zcsF8hkMgwNbQA4f/5QumisgQN7IRaLqVWrJV269Ofo0R1FQogsIiISgYA8qZ/PmjGPmj+1Rc8wbyreJRQ8xXZlk6oylRm9PhblBNixYz/Gxoaoq6sXwshK+JJnz14wbNgveWpD18qSbj7pH+KaatDVdTGn76mQlCJNs6iQysBYJ28GW1TUexo2bJCnNkooPJ4/f/FDfc5btuwOyMMiq1f/5MFv1uwnxowZyoIF01m4cAYgz3NLSiqeeWBisVgh8V8YfO+FdnPKv/8upUaNZkXKWAOoW7MSttVr4XtmP806DQDkaogVbOvge2ofPX6dm+X1cTHveR0SyIYt/7F53RqGD59IQkICEokUb+/DWV6bVVBSSkoKjx495eHDJwQGBhEcHEJY2Bvevn1HfHwCZ864KYoNf479wqYoo0xKkoiUZBENXtfCR/U68crxSCRSpMpSSAEVTxX09XUpXdqMunVrIJap8+jmKQ5unE9525rYN2hDDcc2GBibp2m/VGkrev02P8t5pSJKSeKu7ymunN5HyLMHtG7fhV27N+JY75PK87Jlf7B16x4uXPClRYvGQMY1ulas+Jf586dh/jGdQV1dDXt7O54+fY6tbaX0nX8jRo+WR2fdvn1WMfYvUVZW5t69C9jZNaJz51+IigrEwqJmhp7FRYtWpvMepnohQ0JeUqNGc5Ysmc3w4f0BmDz5D2rVkhuJXl6X2Lz5Uw5pZGQUDRq0IyDgEmpqadNqate2RyqV8ejRE6pUkb+f9n82Q1tNCyWBEGUlZc6P/bROXu29iTnHlvB07jWMtAxZvnoncTEf6DlyHgkJsUjFEpSVlVHX1M7rW1pCAVBsDbbc4OXlQ926Nb71MH5IpFIp0dExdOhQcPVttNWhdTURp+8pkyz6ZLTpa8rIi0pzdHQMIpGYxo1LDLbiQmjoK3R0fowvm/fvowkODuWffxbSv38PEhIS2b3bnTVrNuHt7Yu3t6/iXGNjQzw9dxW50LacMm3aWJo27cLWrXsYNCjnIgdfw/deaDc3BAQ8QlU166LJ34pJE4czcvg4Gjv1QUlZRaGG+M/MPpzYtwannqMBMLesxIsn9xQhkfGx0RzetpjqNWrRtb0jm9et4b//llGtWhX++GMpkyfPZceOtDXKkpKSePo0mICAxzx9+ozNm3ezaNEq3rx5S1TUe2Jj40hMTEIqlSIQCFBTU0VbWwsDA31MTU2oX78Wbm6eLFy4HC0tLYKCggkLe8O7d1HExcUh6iaGI6AhUEdXV4dnRiHUMbenXDkLKlUqz1XZLWysKjBjy/gM34v3H+I5fOwybgeP47FjGcZmFtRwbEsNx7aULmeTpiZsZrx89gDf0/u47n2ECjZ2DBjwM/16tEJLM33ufWp7np5naNGicboaXak8fPiEGjXSeqvs7GzYt+9IpgZbcHAIjRt/ioZasmQOP/1UL9vxfy0SiYTdu90ZMKBnpsba59y9ew5T06rMmrVIcexLz2J2mJgY8e+/2xk4sFeagvQdO7Zh9uwlJCQkoqkp9xwfOXISJ6eW6Yw1AKFQiI6ONmvWbOb33ydhYmIMgMevOzDSSlsW42X0a7yfXKas/qfx7d51AKlUwrR+ad/f9cdfZDuHEgqfH8Jge/YsmIkTR2Z7XmZx2Lt2ueHquh8jIwNEIhGTJo3CxUX+QPnttyl4e/ty544XampqREZG0bx5N/w/evgePnzC1KnzCAt7g0wmo1cvZyZNGpWjB+j3wO3b/ggEUL16wRQsT0VHA1pVE3PmnjJiqTxssmwutEIyuvcjRw5ERUWFXr1G8OFDDCkpKTg61mPlygX4+Fxj9epN7Nu3MU07IpGIhQtX4uFxClVVVTQ1NZg27X+0bt00P6dbQiaEhb1BX//HWFg3aybP6+jfvwcAmpoaDB3al6FD+yrOuXr1FqtXb+L48bP4+FwrtgZbtWpVGDt2OFOm/EG7di0UO/YFwfdcaDe3PHnyDA2NrIUovhWtm9bEtLQFNy960KBFNwBU1TX4be5Wlk12QVffmIZte9Ha5VcOb13M6PmuKKuosmJqD8QpSUwaN4gDB44SGhrGihX/IpFICQ+P4O7d+1SsKFczjIuLp2LFTxt2QqEQJSUhly9fx8TEkAoVLGnW7CcqViyPra0N1apVRls74w0jD4/TuLsfo1QpE8zMSmFvb0flyhWpUaMqE67N4cLTw+kW2SAP11u9cDOzXSZm+l4Y6GkxqE8bBvVpw5+LVrHHzYuk6FDWzR2EkpIy1nZ1UFZWQSAUIhAIESopIRQKEQiUEAiFPPbzJe5DJJ27/czCs+7YViqbo3vw7l0k8KlG186dB1i8OGsPdJ06NdmwwTXT1ws7JPL48bMALF8+L0fnq6qqUrmyNevWbUVLSzNDz2J2GBkZ0qBBbfbsOcSAAT0Vx3V1dWhcrwYHOv+CZkwsCOC8mhpD5k0l4D9XHmzciUBZCYvWzWgwbyoALi6d2LPHnV27DrJjx9pM+5x5dCFzO0yh77ZPa+GbV4+kOScyKoaK1nVyNIcSCp/v3mDz8wtAJBLj7OyU/ckfyWi3ZOTIgYwZM5SgoGCaN3emS5d2qKjIdx6FQiE7d7oxZEjfNO0kJibRp88Ili37gxYtGpOQkEj//qPZtGkXw4b1y79JFmFOnDiHgYF+oRioeprQspoEr/sCpAIlzPRyLx38+b3funUvIpGIkJCX1K9fGweHOlhZZa10uXDhSsLDI/D1PYaamhpv377j8uWCL0Rbgpy3b99hbJx+0fO9ERkZRUjIS9atW5LleQ4OdXBw+D6+gOfMmYiHxyk6duzLrVtnC6yf1LIxjktmU6puTa5Mm4/fyg3UnZmxd+N75vnzEPT0Cr4UTkaMGjUVb29fAgIuZXrOuHHDmfv7Yuo1+1RfVUtHn9HzXVk+5We0dQ2p4diG6Mg3LB7bkaiIMGQf61X16/crqqoqiMVikpOTMDExxtBQHzs7G8RiCQMG9GDp0vXo6emgrKwMyOjQoQ2TJ49CXT33is8WFmWoXLki27atSvea0k0lum0chAABAx16MdChl+I13+c3KKVjjLWJVY76mTH9fxx0O8oZj/08fnyFJ8ERXL/5AIlEgkQi/fjvx/9L5f8G+gvp4NSYlUv+l6s5peb7CYVCtm5dhbPzAJYtW8/EiSNJ/hDDAKGQww07oKmlQZPVizGtXwvzZ8GMTRGhc+wscdEx0CXna7OCwNPzjGIOOcXFpRMLF67M1LOYE8aPH8HPPw+lXz+XNMdbxibgn5LC39dP8erFSxa2+ZmKgP9xL7r5eKCkpkZiRKTi/OXL57F8+TxatXJh1apNCJoJ0v0tHQ/wwlzPlOql09co/pyEhMRczaGEwuW7N9h27DiAqanJxwdu9mS3W2JtbYWGhgbR0TGYmMhdOCNHDmT9+m1pdkoA3Nw8aNCgjiLGW1NTg7//nkPHjv1+GIPt+vXbVKhgVWj9GWjJaF5VzN1gJfS1cpe/9uW9nzJlFPv2HcbSsix+fgGcPHmO+PgEhEIhmpoaCAQCRo6cgqNjHVq2bIKBgT6urvu5e/ecInyhVCljunZtXxBTLSEDoqKiqV3b/lsPIw0ZCViEnvHmxXEvBEIBGiZGNFm7RFG2Iic0biyvOdi7d7eCGnaR5OjRHVSv3pTNm3czZEifAukjo7Ixfis3FEhfRZ3Q0FcKhcTCpEmTzty79zBbr0f3To1YMF8Jv6unWen+UHHc0KQ0C7bKVYklEjFJ8TEkJcYzYvQ4fh3cGQsL8xwt0EeMGJC3iXyGqakxr19nXPD75Ki9mOuZEhEXSdf/BlKpVAUaVpAXrz54x5PuNXMnfHXz5hkMDW2oXNmRyMjHNKyf9ULd9b817Nxxj9Wr/sxR+0ePylU0nZw+qUtqamqwb99/tG/fm1KljLH0vYG9SydWX7/Nbte16Otq88LrEn67D7JSIKBJvZr0dfr2xcpDQ1/l+hoLC7kHMjPPYkYb1F8eK1fOgtq17Tlw4JM3MSUmFuXQVxyKj2d2TCxHj5+hrbMTj7fvo8a44Sh9XFdomKQPHxo1ajBDhoxjWucxTBk9Js3f0nKvdRwcti3beSUlF88c5x+FopVJXABcuOBL/fq1cnRu6m7Jzp3rM90t8fMLoEIFK4WxBlC2rDkODnXYty9tsvKjR0+oWbNqmmPly5cjPj6BmJjYXM6keBIYGES9eoWrpmWkLaNlNTHCXDj1Mrr32trazJkzEX//B5QrZ8GMGeN49uwGx47tplOntqipqXL16k2mTVtAtWpNsLCoSUxMLM7OAxg7diZ79x4iIuJdAc2yhIz48CGGMmXMsz+xEEkVsPj5+im6XfJAv7I19mOG0v2yJ90ueWDRtjl3/lqT4/YiIiJ5/Tqc//5bVoCjLpqYm5tSv34t9u7NXHAqr3zvhXZzg59fQJ4VfnODVCrFwKAS9+49xN19a7b5ikKhgCo2Vvy3YASvnj9StBET/Y6Xzx7gd/UMf43vQtD9y5w5686iP0ZSrlyZbyKiUrq0uSKE8EvM9eSbNSbaRnSs1prbIf4AiCViPO+fpmuN3G36CQQCnj+/CYCNTfZqhleunAA+GWJZIZPJGDBgDIaGBum8rwYG+hw4sIV//lrDM6+LdF08i6FD+9Ktx1CatevJhkH/Q9TIAU1dHSIiIpn4+99UrdqIqlUb0aaNvORSag5b6s+GDdtzNffc0rZt81xfc+rUeeCTZ/H27XssW7Ze8bqhoQHR0TGK39+/j8bQ0CBdOxMm/Mo///yH9KPXN/ZFKJomRgzV1cGtYUdCl/9L1w6t+fD0OW+u3ORIq+54duhDxG3/dG117dqeadP+x5Lf19C2bU+0hBp0rNYa36DrvIh6SeMVnbD/sxlhH97QdKUz4TER6dpISEiCHyRdpzjy3RtswcEh9OjhnP2JpN0t+ZL167dRr14bWrVyYdq0MelenzBhJKtXb0Iq/eTVkclkmYYC/ig5bJGRUV/1QCxsMrv3ffu6cO3aSZyd2+Hjc422bXtSq1Y1+vTpRu3a9ty5c46wsHuEhwewYsW8j19iupw/f5nx42djY+OIiUkVbGwcadOmBxMn/o67u2eah3kJ+Ud8fAJWVjnLvygMUgUsKn+s/5gqXqGq+2mhI45PzNWXpKOjPITo55875+9giwnOzu0JCHhUoH3kptDu98qGDdt5//4Dixblryrmh8QYBriOpv5fbWnwd1uuB9/hsN8JGvzVDqMplcEYfH2P07x5oxy116KpPOR3xbSezOjvwP+cbZg3oiXbl47D9/g2Bg76Be9TW3Ocl1VQWFlZZPjcj09JIDYpTvH/c4E+2JrJJea9n/hSqVQFyujnfhNKX1+Pkyf3ERn5ntmzMy97BGBhURpHx7oMGDCGCxd8Mz3vc/n7a9dOKI6n5n+DfAP71O71GFqU4eKoqWhucGVJvZpcPHuQuuXK0qCUMcOTk+n86jXX3DYTEOBDQIAPp08fwNKyLK9f3+fSJQ/FT356OTOiWze59/LWLb9szvzEoUPH0NHRAj55Ft3cjrJjh3z90LBhfQ4dOk5KitxjtXu3e4biZTY21lSpUlFhAKaGY1cd2o8terrEJKWgfPEqMrGE5OgPdD7jRv15U/EaNDbDunqjxg3m5Ll9PHsWTMUqDTh84zi1LOx5Mvca/jO88Z/hTWk9My6MO4yprkm665OTUxDwY6xNiyPfdUjk1au3kEikOOXQ7Z5RHHYqqTlsHh6nGDlyCrdve6WJY69QoRzVqtly6NBxxbEqVSrh63sjTR/BwSFoaWn+EEp2QUHPkUikBarwlF9kde/NzU3p1+9n+vX7GUfH9jx8mL6OlaqqKi4unZk7dymurmsU9zcpKQkfn2tcuHAFP7/7nDp1jp073UhJSUFFRQUjIwPKl7fE3t6ORo0caNbMMdOk9RKyJzk5pUgVh85KwOLG/OU83XsIVV0d2nvsyFF7b968JTLyPVu3ps+D+VHo1687U6fO4/HjpwUmopJR2Rirjm2w6timQPoraojFYubNW8bAgb3yXcRn2pEFtKzchO3915AiTiFRlIQkSULguiBoBG4Ht+RK8r1s2TKoqqpw4aIHYrEEizLGaGrkPsesoKlY0Yr4+IR0xyNi39Fvu7zGqEQqpnutTrSqIi/R4X439+GQn9OgQW1mzhzPwoUraNGiUZZG8PHje/jppw44Ow+gbNnSXLx4JE1x8K1b9zBhwhxAHnJpbJy5qldmeaCphodfYwdSnr2gzKCx9Lx77ptuYKfqFLRq5ZKjGpUnT54DwMfHk59+6gB88ix26NAHIyMD2rdvhZ9fAM2adUVJSUj58paZhvdOmDCSpk27AJ/CsZ1G9Gf8in8p3a45kf4BaJUxw6pTWwQCAaXq1EAgFJAUGYXGF/cgIvYd471mYzrShJDQVzw+G8ShsGO0WN0oR17lhMQSD1tR5rs22HbtcqN0abNchT98GYf9y8ed8VQ6dWrLnj2H2LPHPV24xsSJv9Gz5zDF7z//3Jnly9fj7X2ZZs0akpiYxNSp8xk7dhg/Ap6eZ9DV1clx/uC3JqN7f/bsRZo2dURFRYXw8Ajev4/G3NyUJx/Dpb68vl8/F6ZNm8+KFfNRVVUlOjqGyMho5s+flubcuLg4vL198fG5hr//A44cOcmWLXsQiUSoqqqioaFOxYrlqVKlItWqVaFu3VrUrFm12LyX3wKpVJ5QX5SUELMSsKg3ewL1Zk/g7vJ/ebBxJ3Wmj822vfr12wLkSkTpe0NTUxN1dXXu3g1Id6/j4uLR0FBPU8y3hNwza9YiZDIZixfPytd2Y5Ji8X12g3U95WI5qsqqPA8Kob2j/LvU0bEuhp8ZCTmhXLmyiERirK3M8nWs+Y2dXWWFx+VzrIws8ZmQsSriul5/5bnfSZN+48CBI3TbNwib69aoqqgo6nMN3jmWJ2/l32UfkmLRc9Hh3zJL+fXXSVSokH6j1dbWhlOn9mW74ZxZHmiq4VH1nA877tyjl7ZWhoZHYXPt2kkaNGiHg0M7rl7NPCz01i0/evcega2tDZaWZdN5Fv38zit+nzp1DFOnpo/GsrQsy5Urnzb2q1e3JSoqUPG7Vhlz4p6H8PTpdW4tXoU4PgHd8pa8vniF0o0a8OHpc6QpItQzyC398m/J0/M0Q4aMJzDwGWfOyL1//jO8M51fUnLKDxP9VRz5rld/ly5dw9Gxbq6v+3K35EumTBnNsGET0omM2NpWokYNO/z8HgCgoaHOrl3/MnXqPCZP/gOJRELPns55LiJdXLh8+TrlyhWd8LSc8OW9v3z5OtOnL1CIiPzxx1RMTU148uQZFy9eoWrVTzuWW7euZtas8SxYsAIHByfU1NTQ0tJg+vRx6frR1tamY8c2dPxixz46OoZz5y4yZMh4pFIply9f58iRkyQkJCKVSlFVVUFXVwczs1JYWVlia2tD7drVcXCo+8PI2WfG27fyfMHUWjRFgZwIWFi7dOJ0z2HZGmxhYW+IjY1j5851WZ73IyAUChCLRWmO3bx5l9atf8bdfWuOw+kKk5yUjUlISMTOzoaZM8crCuGePHmOP/9ciVQqQywWMWLEAAYN6s3ixatYsmQ1t26dVXiV163bysyZf3LunDu1alX/qnHGxMSyefMu5s6dku8bRC8iQzHWNmTUvqncf/0IUyUTzs6/CEBk5GM6b8j9d6OVVVlkMhlSqbTIFfj+nIoVyyOTyYiLiyv0KIqrV09iONKGwBVBRIY9VrxPW/r9ozhnlscidNW16dm6Cz17diEq6j2nT3sTHBxKu3YtqFGjao4X85/ngepXqqDIA001POrVq8me1RuRqqpmaHgUNjY21nh47KRTp34YGFTi2LHdaSKDkpOTcXEZgo/PNYyMDPD1PVZgY0kNx5akiNC1sqDJ2sUoa2pwcfR0Djq2R6iqQtP1f+XoXrRr1wJlZSWqVMnZJmZSYnKJwVaE+W4NNqlUSmjoK1asSOuGTkhIJC4unlKl0i/qMtstad8+bdHnmjWrcePGaQDWrUu7A/Zlwc2qVSvj6bnr6ydSjHn48AktWhS9hVNGZHXvFy6cke78Ro0a8Pr1/QzbmjdvKvM+1kjJLfr6ujg4yDcZzp51S7MAiYh4x9Wrt7lz5x6PHj0hKOg5vr43WLkyFpFIjFAoRFtbC2NjQywsSmNtXR47u8rUrl2d6tVtv3vv3OPHT1FWLlqelcwWLh+CgtGztgIg5KQXejYVsm2rTh35c6hDh9YFOeRigUAgQCSSKH5//PgprVv/TKlSxkXSWPucrMrGALi7H6NLl/5cvuyJnp4u48fP5uxZN8qUMSc5OZmQkE+qdnZ2lXF392TSJHlI3ZEjJ3O8OMuMfv1GYmhowKhRg/PUDsDLl6+pXr0Jrq5r6NSpLWKpBL9XASxxns0D70DG7pmJUUtDnu699tV9pBo/r169yVHR4m+FsrIyQqGQBw+e5FgILb8QCAQoKSshQYK1dX2FIEkqMpmMQ37HOTriU2i2oaEBvXp1/eo+szI8Yo+cpKdYguM/CwrFQLD/sxnaalooCYQK72Iqq703MefYEp7Ovcbt22epXbsVHTpkrEA7c+Y4xWetoMgoHBug+VeITI0dOxOBQMCKFfNzdH5yiqjEYCvCfLcruNTE2aZNf0pzfNmy9Sxfvj5Hscol5I3w8AhatmzyrYdR7Lhy5SZqaqrpdotNTIzp1KkNnTqlz6NJSUnh1i1/bty4w/37j3j+PITTp73Zt+8wiYmJSKUyVFSU0dbWxsTEkDJlSmNtbUX16lWoXbsGdnY2RXp3Oic8exai8IQWJTJauFz63ww+PHkOQiHaFqVplI18eWhoGElJyezd+18hjbpoIxAIFOFloaFhODjIQ0QfP77yLYeVLTkpstutWwdOn/bGzc2Dnj2dEYvFCoU5NTU1KlX6ZNx36NCK48e9mDRpFMHBIejq6qCi8nVf68eOneXvv9fg7/+Akyf3fVUbX1KmjBnVq9vSv/9ozM1NOe2zn9J6ZhzZeJI1azbTok8jlGrnfZNFSUmJFy9CirTBBqCursbjx08L3WDbsmU3ErEE04EmhIdH4DxtAIcXf1JfzG2tt5yQneFhbFyF5ioq5F+PWePx6450hclfRr/G+8llyurL/27Kly/H+/dPiIp6z4kTXpw6dR5r6/J06tSmyJWLyQ53d0/27DnE+vV/53izNimpxMNWlCmWBluSKJkO6/uQLE5BIhXTuXo7prcdi9O63sR9VFt6+uo5ah3V0i1C69QpXh+64kp4eAQikYhWrRrnS3s5uefv4qOobWHProHrs2mtaHP7tj/6+rnL41BVVcXRsW6mIcCRkVHcuuXP3bv3efz4KS9ehHLihBe7dx8kMTEJmUyGiooKurraGBkZYm5uipWVBRUrlsfW1oaaNat+k3pMueHFi1C0tDS/9TDSkdHCpZXr2ly1UbOmXGm1OCiuAuy1b4aKthYCJSFCZeU08/dfvYnrc5bQ7+m1rw6HUlZWxsPjFM7O7bC3bwqQRiioKJKbIrs1atgRGPgMAwN9nJxaYm/flCZNHGnbtjkuLp0U32s6OtqUKWPGgweBHD9+lm7d2rNr18EcjScpKYnDh0/g6Xkab29fEhOTqFu3JkePuuabQSEQCLh48Sje3pfp2nUg1a2botRFiTXem5kzZxLJVZOJT0kvxJFbVFVVCAkJy4cRFyw6OtoEBT0v1D6Dg0OYOPF32ru0Ytfi9cz7axkrHv3LardNjHGRe3W/ptZbXtHV1ebatdvpNtULk5lHFzK3wxT6bkv77DA0NKBvXxf69nXJ5MqizcWLVxg2bCK//TaQnj27KI5nF5aNQIhYlILf1TPUcGiN584VqGlo0rr7CEUbMwc2ZPo/HmjrGTKum22a+oclFCzF0mBTU1blyAhXtNW0EElEOK3tRasqTTjx2x7FOea/VKemYdV017ZsKTcg3r59l2FY5PdIRounW4tX8dh1P+ofc/TqzZ6IRZtm+dbn8eNn0dTUQFMzfxbQObnn/bePon3VVlm0cS1JawAAIABJREFUUjx49OgppUvnvIhyTjAyMqRNm2a0yeQeR0S84/r1u/j7BxAYGMTLl6/x9r7MoUPHSUhIRCwWIxAIUFVVRUdHC0NDA8zNS2FhUYaKFctTtWplatSo+k3zx169eo2e3veXx/fiRShSqRQ3ty3feii5ooPHjnQGWdzL17zyvox22bx5QtasWcyQIeOoXFm+2OvcuS3Llq1n2bL1ivC7okZmRXYz4nPF7lWr/iQg4DEXLviyZs1mvL0vpwnF79atI+7unpw758Phw9uzNNjc3DzYtm0vAQGPiY7+gJqaKuXKWTBq1GDGjx+Burp6nueZEc2aNSQi4iEmJrZILkmwGmSBm9QDqzAL1vZYjOe900w9Mo93cVH03DKM6qVtOThsa47b19BQ59Wr1wUy9vxEX18vTUhrYVCrlry49a6N8o3MOVMmsq//YXacOMAYl6GKWm+fhwkWBqampbh//+sX+znJCRWLJcyePREBAhrO74hQKKRCSjk+XIvhvU40b5QieLbxBW9qhXPihBf9XH7Opteij7//A7p3H0S3bh1YsCB9OgdkHpaNsjbz/1jIjpWTqb77diGOuoScUCwNNoFAgLaavAaGSCJGJBWnceN+SIwhySCJiS6/pbs2NWTq8OETDB/+Y4h/QMaLp2ojB2L/MW8iv7lw4Uq+FjDO7p7HJsVxMegqa3pmXW+mOBAS8pKaNasVap8mJsZ06NCKDh0yNnilUilBQcH4+QXw6NFTnj9/QWhoGJcuXcPD4zQJCQmIRGIA1NRU0dbWxtBQHzMzk49GXYWPojxVMTfPX2M0lfDwCAwNc+eZLA7cuXMfY2NDxWbTl2S1cNHS0lTkRqViZFQZOzsbZDJQUhLy11+/06BBbUJCXtKgQTsqViyvONfL6yCqqqr5NperMxdSf+4UzvTNmzesTZumJCcnA/DqlT+amhrExsbh4NCO/v1HY2lZNo1iW1Egq9IhX+Lv/4BatT49A6pWrUzVqpXp2bMLNWu2SGOwtWvXgjlzllCrVjV0dXUyag6Qi4kMHz6R2rWrM3z4L/Tq5ZxpWGZ+IxaLMTGxBeDMvgPU/SjCk0rH6m3oWP3rSyZoaWny5s3bPI2xMDA1NSYs7E2h9tm+fStWrplPbFIcOuraxKckUKa+OVNajQbyVustL1haluHx46A8t5NVTujjx09p374PF28dYce/B5CpyzgmPcuS7bOZ5j4fzcOaXPLxwP7PZjg5tczzWL41CQkJtG3bg4YNG7Bx4/IMz8kqLDslJQUlJWWUlJSJi4kqjCGXkAuKpcEGIJFKaLbSmeeRIQz5qS91LT99Aazz3Aph4FinTqbXHzzo+UMZbIXN/fsP893oyOqeH7t/hqYVHdFVz3zBUlx4+/Yd1avbfuthpEEoFFKpUoU0+TNfIpVKef78Bf7+D3n4MJBnz17w8mUYV67c5Pjxs8THJyISyZX9VFVV0dbWwtBQH1NTEywty2JtbUXlytbY2laifPlyuc6pi4yMSmNsfC84OzvlSMY/o4VLRmhoqHPpklz62cvrEvPmLeXYsd0AWFlZKl7LEwIBJ7oNAoEA24G9qDKwFy+Oe6FlbopRHv+2pVIppUrZAfJQuB079jNixAB0dLQJCPAhKCiYp08LN+wsp2RXNgbg6NGTnD/vw4IF04iLi+fu3fs0aiQvunvv3kPKfuGd1NBQZ+7cydn+7f/zz0a0tbU4ezZnIZP5RVxcPBYW8me1n995LC3zXzlYR0eHiIh3+d5uflO6tBk3btwt1D537VpPcGQIXdfJC73nd623r2HNms2cPXsxTS3bryG7nNDKlSuirKyEqki+6aStpEVHu9b4Bl3nVcwbYmvFYf9nM8I+vKHpSme8xhzMsKB0cWHYsIloamrg7p6xdzq7sOyk5BRkMikCgQAdPXmpBa/Dm7l+/rDinA9R4QUz+BKypdgabEpCJS5N8OBDYgz9tv/GgzeB2JnZAHAr2g+dCG169hyOh8fOdNcaGxty/foP5O7NYPEE8GDjTp7sPYxJrWo0WDAdNX29fOvy1as3jB07PN/ag6zvudtdT/rXL/7hDCBf4BR2Unp+IBQKsbYuj7V1ebp2bZ/hOanqrXfuyHPpgoKCefkyjGvXbnLypBfx8QmkpMiNOiUl4cfSCFoYGOhibGyEmVkpLC3LUL68JZUqWWNra6MoZxAdHVNg3ruiTk7ELDIiNjYO/Xz83KfS6eRetMxNSYyI5ETXgehVqsDd5etwOrgtT+3KZDKMjCoD8PDhZYYOHc+BA0cZMWKA4hxrayusPypwFkUyKhuzfv029u8/QkJCIra2Nhw54oqxsRGxsXH8889Gxo+fjbq6GpqamqxbtyRdm927Z7/g3r//CK1bN833+WRHeHgEysrKPH16HT29gtlQMzDQIzLyfYG0nZ9YWVly5syFwu+3gGu95Ybdu92ZPXsxXbu2x8Pj1Fe3k5Oc0Js374KKADVtucGWIk3hXKAPU1qNxnvoIXr2HM6VK8ex/7MZ58e6pxMlKU789ttUTp70Yt++jZludmYVlr1+/TYSEpMRi1IY8sdaRQRTS+ch6XLYSvg2FFuDLRU9DV0aVWiA16OL2JnZEBX/ntsv73Fg2Sac2vTGzc0DF5dOaa7p3r0jGza4fqMRFz4ZLZ5sB/eh1uRRCAQCbi5cybVZi2iyJn/CCePi4khKSqJ9+7QhBteu3aZdu57s3ftfnsQTMrznof7sHFD861NFRr5HKpUWO0WqnCIUCilXzoJy5SyyPC86OoZHj54QGPiU589DCA0N4/XrcO7ff4iPzzXi4uJJTk5GIpECck9LSoqIvXsPcenSVQwM9DExMcLMzJQyZcywtCxLhQrlqFDBMt/yKosKuRGzAEhMTKJx404kJ6fw5s1bjh79JOUdHBxC48by52WDBnVYunTuV41J66PhrGFiRLmOrXnje53YFy9x/9h2fNgbDjV1povXQTRNc76jneqpuXXrLGZmpejcuR1//PH3V42xoJBIJBgbV+H585tpjOGsSodMm/a/DNvS0dHmwIFNGb6W2TUZlZGRSqW8fBnGrFkTcjyP/MLa2oqIiIIVJjAyMiiyXtXPsba2Ij4+7yIrxZm2bZshEAjo1687hw4dJyYmNstQ3szIzvjYv/8I2tra/LliBu3X9+FtdATEwPCW/WlVpQkhIS/za0qFilQq5cSJc5iZmVC1amVUVVXp3PkXrl27xb59G2nVKvNNmazCskeMGMCixWto6TyUStXqF8ZUSsglxdJgexcXiYqSCnoauiSKkvB+6svYZsMAOOx/gra2zWlQtw4DBvRk9OhptGnTLM0D4Ucz2L5cPEXc9se84acPZJUBPTjdM/+8YadOnUdVVVWhKujpeZpffvlUu8TW1ibXbebknqurFD1J99xy5cpNVFRU8jVvqDgir0dXBweHzMOa4VMY5qNHQVy7douEhAQiIiKJiIjk4cMnXL9+m7i4BJKSkhGJRMg+qjmoqCijpqaGpqYGuro66OvrYWxsgKlpKczNTbGwkHvxKla0wsjIsEiXPMiNmAWkDYm8fv0OI0dOxtf3OJA/IZGi+ARkUimqOtqI4hN4dc6HWlNG0+/Jp1pbe+2b4XzePVcqkQ4O7YiPT+DChcOKQtF9+nRl6tR5vHgRmu0mQGGhpCSXqXdxGVzo4YeZIRQKad++FSNHTiYk5CWTJxdsLanCxsTEmNu3733rYWSLnV1lkpNTvvUwvilGRobY29vx55+rUFZWxtf3Bu3atch1O1kZH5/XNQTo3rojixevkuf0tkyft+8/w/ur5lLYSKVS2rT5mdu37yEQCJBK5RuWamqqXLhwFDu77NdWmYVlX7p8G7EohU79JhboHEr4eoqlwfYmJoLf9k1BIpUilUnpWsOJdnbyD7z73WOMay533y5b9gcnTnjRo8fQNHVlUhOeHz58gq1tpcKfQCGS2eIp4c1bNM1KARDseQaDrzCiMuPcOR/MzEqxadMuJk+eC8gfrrduncHKyvKr2szpPS/u3L7tX2BhQ98jn4dhZiaY8jlisZgXL0J5/jyE4OBQXr4M482bt4SHvyMsLJyHD58QGxtPYmIiKSkiJBJ5cWYlJSGqqqpoaKijra2Fvr4eBgb6lCplTOnSptjaVk4jn1yY5EbM4kvq169FZOR73r3LvwTzxIh3nO0nNwikEjHW3Tth0Spv9RhdXAbz+HEQR4/uwN7+k/pvqrjN9u37mTMn/xYaGRXaXXx6Fa7X9mOkJQ9jnO00kTa2zTK8ftKk31i6dB0SiURhwH1rdu1az3//7WDq1HmMGNH/q7waRRVzc9Ni4bmysamATCYjISHhu/P054ZWrZqyffte9PR0uXHj7lcZbJCznNDviQkT5nD//iNu3DiFtXV55sxZwtq1W7h06SiVKn2KrpBKpfTuPYJ165ZkWI4no7Dsyz6+1G7cAeVcbBanJCcy/ZcGit9bdh1Kq27D8jDDErKiWBps1UpX4eL4oxm+5jnyUziIUCjEzW0LTZp0Zvdud/r06QagiM11d/dk5szxBT/gb0hmiyfvEZOIvPcQBAJ0LMvQaMX8fOlPJpNx6pQ3kZFRTJ48FwuLMoSGvkIqlX61sQY5v+fFnYcPH/+weViFgbKyssLAyykREe8ICnpBcHAIISGveP06nPDwCCIiIrlz5x4XL14hPDwCJ6cW32wR/LULl8DAICQSKYaG+rx6lZgvY9G1sqSbT9Zeul7+3jlub8yY6Xh5XWL79tU0buyQ7vXate05ffp8vhpskHGh3ZGNBzKmWfbKujNmjGPp0nVMnTr/q8NKC4Lhw39h7ty/2L//CEOH9vvWw8k3ypQxIykp6VsPI1uUlZURCoU8eBCYTinzR0ImkyEQCDEzM+bBg0d5aisj4+N75N69h+za5cbcuVOwti7PzZt3WbNmM8uXz09jrIF87Xv6tDcVKzYgOPiWotxNZmHZiSIByUmJ9Ph1Xpp2OvZLvz5euO2y4v/rjgXn1/RKyAHF0mDLDdWqVWHYsH6MHz+b9u1bKQQKQK4U+b0bbJktnpptWJqv/YjFYkaOnIKbm7yvChXKcemSB5qaGgQFBVO3bmtcXAYXu1pShc3z56FUqVLxWw+jhM8wMTHGxMQ40/BMuTplA7S1tQp5ZGnJaOGydOk6/v13m+KcgAAfRQ4byOt9rVu3pMh4gb5k/vzl7NzpxvLl8+jcuV2G53Tt2oEJE7IPBS1MBAIBLVs2ZvPmXUXKYAO5cp6n5+nvymCztCyjECsq6qirq/H48dMf2mCTSMQIhQIqVizPgweP073+4EEgc+Yswc1tc6ZtZJUTmhFf5nxaWpblypXjXzP8AkUqlXL9+h1OnTrHtWu3efLkGVFR0Yrwx19/lQssubl5oK+vx8CBPTNsJzw8AFPTqlhZ1SEk5A46OtqZ9jlnzhJsqjugrfv9lcX5nii6iRn5yKJFszAyMsDFZbDimK2tDc+fh3zDUX0fxMXF4+TUGxMTW9zcPBRhYe7uW9HU1ADkidabNq3Ay+sSGzemV+0s4RNv30ZQtWqVbz2MEnLB8+chCIXCb5bnltHCJVXI4sWL2wQE+Ch+ACIjH3PpkgeXLnng4+OhEAAqaguYrVv3sHz5embMGMugQb0Bec25VE6f9qZOnVbY2FQgOTmF1avTi3MYGFRi1qxFit9Xr97E4sWrAFi8eJXimqSkZLp2HcCSJasBECCg28ZBNFvpzLarexXXb/TdScNlHRm9fxrRCR+yHL+r61oAdu488DXTLzDMzEwKvXhzQVOunIUifLmoo6WlybNnP/baQyyW11GtXt2W8PD05Rg0NdXx8rrI7dv+32B0hYdYLMbL6xJTp86jVavuVKhQF6PfKuO0sRerX23Gv8ID+vTpzupdf1J3Xg3oBu2W9yQmKZYhQ/ry/n00UVHRGbatqqpKWJg8r9PSshYJCRlHUNy4/YCwkOf0HrWwwOZZQv7wQxhsQqEQd/et3Lnjj6urPJftS+XIEnKHvFZYUywsanL16k0mTx7Fvn3/ceHCFYRCIXv2HMLOrhGNG3eiceNOrFy5gd69uzJlyh/07Jk2xnnOnCXMn/+pyOOLF6HUqtWCmJjYwp7WNycmJo569X7cndfiSGhoGCoq332wQqEjFAqZNOk3Jk8ene611Jpzbm6bFYqqCQnpc5jU1FTx8DhNZGTmOXopKSn07z+KGjWqMXXqGABOjtrLhXFHODB0M5t8d3H52XUGO/bhzjQvLo0/iqlOKWZ5Lsq0TZCHqRoZGTBmzIzcTLtAiY6O4fTpC7nKcywOpIaRx8XFfeORZI++vl6xVSjMDR8SYxjgOpr6f7Wlwd9tuR58h8N+J3Bc6sTa5K2IDcQ4/J+9s46KeuvC8DNDt3QjBqIY6FWxwG4xMTGvrdfEzs/CFuvaee1AxMQCURBbwFZMRAxKFJCa4ftjZBQpg5ZnrVkOvzhnj8TMPmfv961dg0+f0n/PUtsnmjRxyOuwc403b96xY8d+hg4dj62tPWZm1dDVrUC3boM4evQ0qqqqDBnSFwMDPZ6sukr4xoeE/BvI7NkT2fxoN7NaT8D0ujHCVzKs9t6MhUVp1NXVWLs2Y881kAhMpS7oGRtXISEhId01Y8bOwsjcEn3T7BWGi8lf/oiEDaB8eQuGDu3H+PGziYz8gINDG4BCsypXUHj69AVaWuWwtKxDSEgo8vLyREUFUa+eDZMmzaVhw7ro6ekAEqWm1JV8H59jrF27OENfvMmTR3HkiAdBQc8AmDRpLjNmjCtSTfE/QkxMDCKRqDhhK2S8fv0GBYWsFUpFYhH1l7ej21bJYsXwfROxnt8IO5e22Lm05c7r+3kRaqGib99uGZasp3rO7d+/SWqwLhBAWFj6pExWVpa+fbuxdu32DOdIThYxYMAYypQxZ9asCdLjhhqSBEBXVRv7Ss24FXwbPTUdZIQyCIVC+tbqys3g7Ff/vbwOAxI1zoLAP/9MQldXm549O+d3KDmKZIdbUCh2rnR0tHjzpuibD08+Mo8mlvW5NvE0PmOPYalfhgoGFuzoswbNeA00NNSpUcMasVic4YLKwYOScsjw8Ii8Dv23iImJ4ejR04wfP4vmzbtSrlxtdHTKY2Vly5Qpzly/7o+pqRETJ47g1q1zhIc/5MGDS7i7/8ekSSORk5dLN+aTsGfULW1DrVp/EXrtLcfuSPzratSoxvr1O4jPQnlURUWZly8lvsMGBpVISvpaOvwq5B337wSk610rpmDyxyRsAM7OU9HT06FTp36sWSNZlfDw8MznqAoP48fPokaNZqSkpLBnz3qiooKQk5NN8wEqKOgZlpY/t1KjrKzEnDmTmThxNidPepKUlESnTm1y6VUUXK5e9UdWVgYVlfzthUolOT6BI00ccLNti2udVtxcsDLNeb+Jc9j+TYnan8rbt++k5b+Zsd7nP8rppf29mGM/ER+nY/g4HaOysVVuhlhkSPWc27VrXRrPOYFAkKnoxMCBPTl48CjR0el37Fet2oSsrCwLFkyXHotNjONTfIz0uddjXyoYlOPtx/fSa47fPUsFg+yVdc3MjAFo0aLrj73AXOTduzBOnfJk8eL/5XcouYKsrFyh2LkyNNQnLKxwJSE/y8f4T/g9u05vG4n4kbysPBpK6ljql8VCrzSf4xMwMzVGXl4eeXk5fHyuphuj6Rdl2Xbt+uRp7D+KWCzGz+8ac+Yso0OHvlSqVB99/YqYmlZj0KCxeHh4oqgoj6NjJw4d2sq7d/d4/fo2N296snfvRkaMGECpUiXTjZtROXZ5g3J43PPEwcGe1wpveB39FoCJk8YSGxtDyZLVcT18LtNY1dXVePbsOgB6elbSjYp/Rs9GU9sAyyrpxZyKKXj8UXU8kZFRqKoqExh4j8DAewCcPXsBe/vm+RxZ4aB/f0e6dWtPzZrVpMe+N+199iyYQYMkzeyp5pUgKQPJaHctldatm7Br10FGj57K6dMHcveFFFBu3AjIk13FH5Ual1GQp/WRHcipqiBOSuJYq+6YNq2PXs1qhPnfITH6Y67HWhh49y48S8GR1x/ecOahN+OaDGPNxWLRnd8hI885sViMWJyCkZFhhveoq6vRvXsHNm78D0VFxTTnateuzrVr/jx58pyyZSXKoWGfwun1n0RZVyROxqFaW5qWr8+QveO5E/oAAQLMtIxZ7vBjyrrHj+/C3r4XoaFvMTIy+NWX/tusWLERTc0StGvXIt9iyE0UFOQJCQnN7zCyxczMGF/f9AlKUeJlxCt0VLX4Z/8k7r55SFWTSixoPx0VeYmVQVJiIuWtJZZKmpoluHHDnw4dWqUbZ/p0J+bNcyE5ORlZ2fz7uPrmzTtOn/bm0qWr3L37kJCQUGJiYhEKhWhqlsDc3ITmzRtia2tD48b104jb/Syn/tmHoYY+YTERdNzYDwu90vzbdQGT3ecSGfeBFNkUBCkSpfNaNpWoULkqj+7fZdCA4azfWBf3g2tRVU1vGaGpWYLHj69Id/yCgwO45O1FrzGLfznWYvKWP2aH7cwZb8qUseHRo6fUqvWX9Jffze1EPkdWeLCyKpcmWYO0H6DEYjEfPkRLVZq+LYnMKllLZeDAntSoUVVqiuvmdgJNTQs0NS2oWNGO9u37MHbsDP79dwseHp4EBT0jMbHomJDeu/cQfX3dXJ0jMjIKHR2JqImf33XMzDIvvxQIBMh9SUTEScmIk5JBIEAsEnFt5iJsZk/M1VgLCxERUVLZ5IyYetSZ2W0mIhSk/XM779Ry6i2zZ+pRZxKS0/cWFJOeVM+5W7fusGzZOgDu3pXIgqupZZ40DxvWj507XdM13tetW5MFC6bRpcsAaZmaubYZvk7H8HU6xuXxHoxvMhyADT2W4jfuBJfGHWfv3xswUNf7oZjr1ZP4FLVokbGaW15x+rQX9evXydcYchNlZSVCQwt+qWGpUmbExMTmdxi5SrJYRODre/Sv68jFsUdRlldihdcG6XmRSIx11UoAGBkZcP9+UIbjODkNBWDcuLzZFU5MTOTCBT9mzVpM27a9qFChHrq6FbCysmXq1Hn4+9+hbFlzpk4dzY0bZ4iIeMSTJ1c5d+4QLi5z6NTJ/reSNci4HLucXhncBm/He4w7OtFaKCR8LcHfsX05KWIRHf+ewqP79yldphY79hzPcGxdXW3u35eIT5mZVUVBSZk6TYtWeXRRJseWLExMrKXNjWfOeDNlyjzc3XcQHx/P2LEziI7+SGJiInXq1GTFinn4+l7F0XEoJUuaAKCtrYW7+38AbN++T9pIqaamyrx5U6hTp8ZvxVevng1nzx6USulaWzckIiKqyP/hzG2+Ne0dP34WAJUrV/ilUtPvlfYGDBgDgLy8HKGhbwkNfcvFi5czvHf6dKdC30j//Hnwb3nV/QiamhLZ3levQomK+sCnT1n//ItFItwbduDj82CsBvREr0ZV7q7fjlmrJlLj9T+dqKgP6OikNycFOHXfCx1VbaqaVML36ddV9Zmtx6OvpkuiKJExrjNYeX4jE5uNzKuQCzXfe86JROJsV981NUvQoUMrdu48SK9eaT+gtGvXkvDwSDp3HsDJk3uyTL5/lcWL/8fEibOJj09AUTHrfsfcIDExkRcvXrFmzaI8nzuvUFNT5f37sPwOI1vKlSubofhDUcJIwwAjDQNqfFkQbFe5JSvOSxK2589fAlC2rDkgMRO/fj0gw3EEAgEtWzZmx44DrFyZcyqGycnJXL8egI/PFQIC7vLoURBv34YRF/cZGRkZBAIBeno6NGvWAHv75tSvXzvd7nxuEJsYh1gsRk1RVVqOPbHpCMJiItBV1UYsFqNQS57kx1+1F8qWNsGmrh3nj25l0Z5b7Fk9hTEjnFi2dA2ly5TBxNSYUqVMGdC3Axrqqhga6uPv70W1ao35HPvpiyeeINdfWzG/T47vMaeqd7m5bcPU1AgHh78ZPvxv6a7LvXtfPTfq1KnB/v2b0tx/6pQX27fvw8NjL9raWgQG3qNnz2F4eh76rd0HFRXlNL4n7u7/Ub16s18er5ivpH6AqlmzOcrKSjkib576hubu/h8NGtTN9LqkpCRevQqlVKncTXTygjdv3tOiReNcnSP1D/P5877SEpSEhIRMRTOEMjJ08jlGQvRHzvUazptL13jufoo2x4vtGVL5+PETFSpk3M909cUtTt335OzDCyQkJfApIYbBe8ax0XEZAAqyCvSs6cDqC+kl6YvJnG8957p370hycnKGnnPfMmLEADZvzvjntn9/R96/D6dHjyG4uW3P8aRq0KBeTJw4m0GDxrJz59ocHTs7Xr0KpXHjjmhra/72wmdBRkNDLUPhmYJG+fIWiERixGJxvlmB5Db66roYlzAk6P0zLPRKc/HJZSz1Jf6inp4+ksXZLxUH1tYVOXEi8/6rrVtXYmRUmR07DtCnz8/1gsbExHDhwhUuX77GnTsPeP48mLCwSOLj4xEKhWhoqGFkZEDNmtWoXbsmNWtWpV+/kTx//pLw8Eh27jzInj2HUFdXw9jYkHXrllCpUu7Z7mRWjr3eZzub/XYDULlMBTxdfdLc99/WJVQoX4drXofpNXoRDez7cnjrfB4/eUGAfwCfoiPZvesAN68eBWDXvlPIyMohSk5ieBtz1p18mWuvqZicQ5CSkvLjFwsEKVFRGW9dm5hYc+DAZoYPn8iBA5ulDeH16tmzZs1Cqn7Z/k7F1/cqq1dvTpewtWrVgylTRqUp3XB2Xg6Q4ybX8+a5sHz5Bu7f9831UrSiyrc7q82bdyEw8D7btq3k9u377NhxQGrgC7B79zqCg1/TpcsAtLS+GjRu27YaG5tqeHtfYtOmXezevY7581ewZMkaMvt5K4ro6VVgx45/admySa7Oo6lpQfv2Ldm+fTWamhYcPboTO7vsm45vffGoerB1DzJfEryYkFDUzU3peuvPFe+xtKxDjx4dmTWPSvdsAAAgAElEQVQr6xJR36dXWX1hM/v7b+Ltx/cYqOuRkpLC1KPOKMgpMKv1hCzvLyZjxGIxenoV2Lt3A82aNczvcDLF0XEoHh6eREY+/q0V7VRVvXfvwnn3Lozw8Ehq1KhCmTKl0l17/rwv3bsPpmzZUpw9exBl5fS9LUWFLl0GEBERhZeXW5rjH4Ke4dV/tPTrTy9fUX3KaBKiP/FoxwEUv7xH1ZwxDtPmDfMkVi2tcly/fjrD71lR4c7r+4xynUZichLm2qas6boQ36dXGbTNiQRBAjrq2lQ2qsD0Gk40aeJAZOTjTMeysKhFeHhkpp8HgoNDOH/+Ev7+d7h37xGvXr0mMvIDSUlJyMnJoaVVAlNTYypWtMTG5i8aNaontYJI5dQpL/r2HYm+vi6nT+/H0FCfxMRErl27hZ/fDY4cOcXTp8+5fPlkhmIheUViYiL6+hW5fPkk5ctbSI937zUO34sXWbo/MN09L4PusHB0W65e96RcWVNMS9akcq1m1GrciRVTJB6XxUlb/jGsdUlSUlKyfVPIsYRNV7cCqqoqHDu2K80KxO7drkyZ4oyNzV80bmxLz54OaGiopyuJbN++FePHD6dUqRoEBJxHQ+Or+MLJk+fYu9ctV1Ymq1dvgoKCAn5+BccwtrBSvnxdHBzscXb+fd8hTU0L1NXVpHK0RZ34+HgMDSvz/PnN366Bzw5NTQvU1FQIDg5AU9OC0aMHp5E0T+VzeARCOTkUNNRJ/hyPR6e/sR49CLOWX3cBt5tY0y8k/RvEn4SZWTWmTRvDkCF9s7zu24St3frehMdGkpKSQmWjCrg4zEFVoWCogxZGatRoRqVK5dm+fXW+xSAWi4mLiyM29rP035iYWD5//oyPzxWWL5eUhDVv3pC6dWsSH59AfHw8nz7FEh39kejoj3z6FENsbByxsXHEx8cTH59AQkIiSUnJiETJiERi6XwCgQAZGRlkZGRITk7m1Kl9aapIli/fwNy5y3BwsGfTJpd08RY1hg+fxNWrN7l5M/PdGrFIxF4rW9qddeXxnkPIqShTZeTAPIxSgr6+FVu2rPgjBc+qV2/CX39ZS38mxWIx2tqW3L59AVNTowzvCQ4Owdq6EQsWTCcyMoq7dx/y9Olz3r4NIyYmFrFYjEAgwMTEkFKlzKhcuQJ16thgZ1frh4S8AgPv0bhxJxwc7Fm/fkmGO59isZhmzTrz8OETbtw4my7hy0vKlq2Fo2Mn5syZJD0WExOHuXl12vWdSPPOQ9LdM6O/HaVLm9OnT2dGDhvD0oO3Gdf560aKqoY2S/b+GZ+3Cho/mrDlWElkRupdAD17dqZxYzs8PS9y8qQn27fvw8dHsi2bUUlkRuRmje3hwzuoVq0xq1ZtYtSoQdnfUEymhIdH0jwHVihTfUI2b17+22MVFm7duo2MjDDXkzWAatUq4+9/R/q1l5cPs2ZNoEePIcycOZ4KFSSrdnFvw7g4fCJikRjEYkp1bJUmWStGQkJCAsbGGSsUfottmVrYlpEIUBwdujO3w8pXqsxviKqCCjICIbIyspwffZgZxxdy+v555GTkKKVtxppuC9FQypmf92rVKuPqegw9PSskbxWS94uvbxuCDJ+nvq+kpKQgWbtM+e55Rv9Krv96X/pFT4FAModAIEQsFqd5Dztzxptr1/yRkZFBVlYGOTk5lJUVUVFRQVVVGTMzYzQ01ClRQgMtLU20tEqgq6uNjo42hoZ66Opqp9spc3QcSuvWPTh37hBVqkgsIubMWcq8eVP455/+v/E/W3jQ19fJtic99IIfauZmqH2xW8gvlJWVCAp6nq8x5Behoe8YN85W+rVQKERRUYFLl67StWt7Hj9+io/PVfz97/DoURAhIW+IiooGYMqUeWhpaWJkpI+VVXkcHR2oW9eGGzcCcHZewe3bF7Kdf/DgcTx69AShUIiMjBCBQMjduw+ws6vFxo3LMr1PKBRy9qwrtWu3okGD9jx86JdvJa3W1hXx9r6U5piqqjJdHR05tGc5TTsNShdbh36T2LJoJM+ePqHCX3YE+km83GauP0vC5zgWjW3PjP52zN2attyymIJDjiVs34pPLFu2Lo0AhKGhPr16daFXry7UqdOaBw8yL3OztCxLYODdNCWRgYH3sLQsm1OhpsHMzJjJk0cxZ45kJfJHPngVJkI+vGHYvgm8/xSGUCCkb61uDLXrx8Izq9hx9QDaKpJykBmtxtG8QsNfnufp0+eIRCLq1bP57ZhXrtwIQLNmDX57rMLC1av+qKqq5slcjRrZShM2DQ117tx5AEhKQuTkZNmxYw0A2pXK0/Hi0SzH+tN310DSwG5mZpLfYRQ4jg3dibbKVzGWRhb1+F+r8cjKyPK/E4tx8VrP7DY5ozTavXtH3NxOsGPHasTilC8PsTRZSkmRSP+npKR8+Vec5l85Odkvu1VChEJJIpW6eyUjI4NQKJAmWKnn5eTkUFVVRllZGRUVZZSVldKJn5iaViUmJpalS2cxYEBPIiIiKVu2FuvWLaZlDi5+7Nmzng4d+tCsWRcuXjyCsbHEPmDYsH45NkdBx9DQIJ0K6Pc8cztBGQd76df3N+0iaJ87utUqUWveFBRKaOR2mIDEaqIweMblNDExMcTHJ0g1DVLR0tJk5MgpDBs2EYFAgLKyEnp6Opibm1G3rsQwOiUF+vT5h8uXT6Knp5PmfgUFeeLi4rKdf/bsJRw+fIJmzRqSnJws7SW0t2/Ohg1Ls71fKBTi5XUIS8u6DBgwhm3bVv3cf8APEPc5HgV5eWRkMk8G7e2bMXXq/HTHVy6bguv+A7hvX0in/mkrnarXt2fvmmmEvwtl5Ly9/G9QA0qVr4ahmaT/etwSV5ZN6EzMxyhU1TXTjV1M/pOjoiPfq3f17t2Fc+cu0qBBHeTk5Hj3LoyoqA8YGuoTFPQswzFGjRrErFlLcHXdgpaWJnfu3GfPHjfOnXPNyVDTMGHCPxw4cIROnfpx9erpXJsnP5AVyjDPfgrWJhX5FB9Do5UdaViuHgDD7PoxsmHOlIMcP34WdXW1HPFKcXZegZJS7isy5TUJ0R/xGTWVqAdBIID6qxeibyOxSYhwO8706I/ER0SiqJ2x4mBO0bixLS4u66TPDx/+Wg58/vylzG4rJgNSPcDMzU3zO5QCT2NLO+nzmmZVOXLnVI6NbWcn2bkMDLzPpEkFR22zfv06zJjhJO010f7yu92jx5Ac7891d99By5bdsLNrx+zZkhLnoipqkRGmpkZZ2ryIEhN56eFFjZnjAajQ35FqE/5BIBBww3kFV6cvoP6/C/MkVi0tzULhGZfTpJrXf19JsmnTMh48eEL9+rUpU8Y8y59ba+uGvHlzN82xSpXKk5KSQnDwa6lZ/fcEBt5j1apNLFs2l379MrfY6NixHwYGuixZ8r8MF1FVVVXZsWMNnTv35969FpQqZUbDhnUZMqRvjvy+VazcGPt29qx2yby1pEuXtjg5zeTVq9A0ZaRycrIMGT6Udf+uoXH7AZTQTlu22XnQTB7dvsSNCxJ/3PFLDknPla1Ys7iPrYCT43/NU9W7li5dy8mT5zh/3pe6ddtga9sWB4f+zJ49KUuBj9atm9CzpwMtWnTDxqYFo0dPZ8OGpRjksoS4u/t/PH36UurtU1QwUNfD2qQiAGqKqpTTK8Ob6Jz3qrl06Zq0H/F3SE5OBmDz5hW/PVZB48rkeZg0qU+Xa6fp5HOMEpYSYZ6YkDfIvwzhcx7Jfdt8SRI/fIimceOvpSlVq1bKM5sLExNr6fMzZ7ypXr0pr16FkpCQQP/+o/nrryY0beqQZhX65s1AWrfuQc2azbGxacGoUVOlK+onTpylXj17bGxaULduG06cOJsnr+PdO4mMeF4YnhcmBAjotOlvGq7owPYr+9Kd33XdlaaWObeDLi8vz+LF/2PRotWcP++b/Q15xO7d69IIAwC8eHGLCxfcc2W+U6f206tXZ6ZOnf/HSXWXLGlKUlJypudDzl1Ex9oK5S+7M8p6OghlZBAIhZTv25Wwm7fzKlQMDHQJC4vIs/kKCpklNHXr2jBggCMWFqUzveboUckCT3x8grRt4ttxFRUV8PO7lu4+f/87NG/elUaNOtKokW2WyRpIlM737XOnZMnq9OgxmNev36S7pkEDSQWYpqYG796FMWvWEszMqrF48b9Zjv0jfPwQyakTWW8cqKqqoqGhzt69bunOzZo+DGMzc6b2rc3+df9DLP7a91q7qQN9nVxo1WMUq448Rigj89vxFpN35FjCFvJNaZSJiSGBgedp3bopzs5TuX79DL6+x/D1PUa3bu0BsLWtlWn/2oABPbl+/QzXrp3Gy8stR8rsssPY2JAZM5yYP38FwcGvc32+/CA4MoTbofepbib5sLzJbxf1ltkz4sBkPsRF/9bYtb186foqFDe7trg36pjm3O3Vm9msaUF8RPaSy2vWbAUkiXtRIvHjJ974XceydxcAZOTlUfji93RlmjNnZGWRk5PLk1hS5+nRYygREVGAZKeocWO7rG7LFVJtQFxdt2BqasTOna5oaKhz65Ynw4b9zaxZSwB4/z6cfv1GMWvWRK5fP8PVq6do0sSOmJhY7tx5wIwZC9mzZx3Xrp1m7971zJixUGqonJu8ePEKmeI3vXSc+mcfF8Yc4eDALWz2282lZ18/SC31XIusUJauf7XL0TkHDHCkU6c2dO8+RGqCXRDR0FCjSpWKuTa+i8sc+vd3RF5ePtfmKIiYm5t8KXkVZ3j+qevxNOWQcW/fS5+/OH4WzUysOXIDIyND6d/eP4mBA8dm6lmZFf37j6Zv35FSW4oxY6anu0ZLqwQ3v0u6O3fuT5MmDsTFxXHo0FZcXbdmO5ecnCw7d65h/fol3L37iMqVG9C0aWcCA+9Jrzl8+CRycnKcPn0Ab293Xr0KoFGjeixYsPKnX9u3RER+RCwSEf4+lOiPMVleW6lSec6eTd+zJyMjJPDmSabPmsml03uZ0L0qd697pblGIBAgJ5f3fpDF/B5/Tr3EDzB69GAsLErTsWPWam+FkZiEWPrsGMGCdtNQV1Sjfx1H/Cd74jP2KPpqekw/vuC3xheJRBjPnUwnn2N0OH/467whb3jtfQlVk4zVn75n1qwlRfID8KeXr1DS0eLiP5M4XL8dF0dNJSk2jpcnPVEx1CcoNi5PP2CVK1eaK1duSBMibW1LaZmkpqYFmpoW1KrVguHDJ7Jly24CA++lW9X8Xfz8rjN69DT2798klUn28DhHjx6dAGjfviUXLlwmJSWFzZt30aNHR+nuoEAgoH37Vujp6fDvv1twchpKyZKSssSSJU0ZO3Yoq1fnvrdZSEgocnI5bmdZ6DHUkJTi6KpqY1+pGbeCJR+k9t5w48z982x0XJYrO0AbNy6jZEkTGjRoT3x8fI6PX1h4+vQ5VlZ5l4AUBFKFWEJC0u+IJMd95rX3JcztW0iPXfvfYg7VbcOheva88blC7fm/r278o5QqZcbHj5/ybL6CwM6dB7l8+QaHDm374XvEYjGamhYcPnySlSudOXlyL/b2zdizJ/3OkrGxEY8efS0znjBhNt7efnh7u+Pre5xGjWzT3ZMRyckiDA316dKlHXfuXOD48V3Ex8fTqFFHatRoxqlTXuzf746FRWnpPfLy8sjKyv52lZGX9zVkZOVQUFJm5ZrdWV7bsmVjHj7MvKzaaWRPnj27QbWatVgzqz+bF434rdiKyX+KE7bvOHx4Oy9fhvz2SklBIkmURN8dI+hSrR1tK0vesPTUdJARyiAUCulbqys3g3+9HOTduzBSgAYN66Q7d2WaMzazJn4r15YpIpEIgC1bip46pDhZRHjgPSr0d6TjxaPIKStxa+EqAlzWYj1xBImJiSgo5F3CdvXqaaKigqSPR48us3v3ehwc7GnQoC4qKso8fvyMvXsPM378LBo27ICenpU0mUt9VKhQj6lTnTNd1c6MhIREevYcxq5d66SejSBREEsVTJCVlUVdXZXIyCgePHiczssxlYcPg7C2TnuuatVKWb6Z5RQhIW9QVCx6/Za/Q2xiHJ/iY6TPvR77UsGgHOceXmTl+Y3s+Xs9yvJKuTJ3qiiAWJxC3bptpCXWfxp37z6Ulm39ScjKyvDiRXD648pK9H52Hflv7IIabliKg98JHC4dp/neDSjnctvFt5QpY87nz3/OgkJYWDjjxs1k2LB+UhXTH+H9+3AAbtw4KzXN3rRJ8vlg+/a0pdblypUmOFjSF7hjx362bNnN1q0rf2o+kCSJRkYG0q/r1rXB1/c416+fxsTEkJ49h+Lp6ZNONMjP7zovX4ZgZ9eWYcMmcOqU1/dDZ4vflVuoqJWgdIUauLsdy/LaHj06EhMTS0QWlUuqKoocd1vD7EVLCfD1+Ol4iilYFCds32FoqM/s2RNZunQtL1++yu9wfpuUlBRGHphKOb0y/NPgq7zz249fy0GO3z1LBYNfX409efIcAoGACz2Hc7hhBx5++UOaunukXbnCD42zceMOQOLJV9RQMTJAxcgAvS8+SaXatSTi9n0+vQzBtW4bpgDx78I43KADcV/6ovISPT0dWrduwubNy3F3/4+QkMA0CV1UVBDBwf4cO7aLmTPH06ZNMwwM9Hj79j3r1m0nPj7hp+b71gYkLRlLpGdFxrYfv28FcmftNlzrtOJQndZ4DRhDcnwC5wc5cbBmcw7Vac3FEZN5F/oWZeXcST4KK2Gfwmm1tge2Lm1pusqB5hUa0rR8fSa6z+ZTQiwdN/bDzqUtYw/NyH6wX0BVVZWrVz0IC4ugadPOuTJHQSYxMZGIiCi6deuQ36HkOfLy8rx8WfDVF62syuV4xUJBpn37PhgZGfy0R6uBgR5RUUGUKWMuPaaoqMCSJbPSeA4CVKlSkfDwCDw8PBk7dibjxw+nXbsW/AypSpMZ6SyUKVMKd/cdBAVdY8SIAYwendYG6syZA8yY4YSJiSFXrtykZ89hWFnZ4uHhycePn6hbtzX//rsly/kf3HuEpo4h9dv05uWzJ2l8F79HW1sLFRUV9u3Lvh/2756tEYlFvHhcrOpcmCmu5cmAf/7pz549brRv35eAgJ9fJSlIXHlxk/233LEysMTOpS0gkfA/FHCcO6EPECDATMuY5Q5zf3mOixcv89zcFO8LR/gcFoFHx35oWJQmwGUtrQ5t/+FxMpKpLSoo6+uiYmzIh6BnlLAozeuLl9GuYkXrIztYt24b/y5YxeISGnQ475brKpG/ipqaKra2tbC1rfXbY2VmA2JkZMDr128xNjYkOTmZjx9j0NQsQfnyFgQE3E0nBw18OXeHSpXKS4/9rhVIbOhb7m3YQecrHsgqKeL59yieuR2nbJd2NPzi1XN+4FhE/ncJDX2LhUUtlJSUUFVVRk1NDXV1VTQ1S6CtrYWurhb6+roYGOhjbGyAkZFBkRYpMdc2w9cp/erwrcmeeRaDtrYWvr7HqF69GTt27KdPn6yFBooSJ096Iicnm07s5E9AUVGR0NC3eT6viYm1tI//zBlvpkyZh7v7DnbvdkVFRZmRIwcyfPhEvL398Pf3xNRUomRYqVJ97t69SHBwCLVqtcTCojQJCQmoqqoycGBPaXl4YWbRotU8fvyUW7dy7rPUwIE90x2rW7cmsbFx9Oo1nL59uzF16pifHnfz5t1frDsy38vQ0irB3LmT0x0vWdIUJ6evdlYREZEMGzaRnj0lx9TUVPnf/xZz9Ohp3N23p/NSBAgOfolZuepUqdUUBAL2HPCgd482mcZSvnxZTp3yytZrUU1ZlhJaulw+cwDzctZZXltMwaU4YcsEd/ftWFnZMWfOMmbOHJff4fwydUrVIGpJ+tKw3/Fc+547dx5gXa0yAEq62pS0b8Zbv2t8ehmCm50kSYwNfcvhBh1o73kI5QxWr1JL6jZtcsmxuAoadRfPwHvwOESJSaibm1J/jURC+vbtB5JG7GRRPkeYt2RkA9KyZRP27nXDxqYaR46con792ggEAgYN6k2TJg40b95QurK6f/8RGjasy8iRA+jXbxT169fBzMyE4OAQXFzW899/q38rvpTkZJLj4xHKyZIc9xllAz1MvhFm0a1ujfBGAPr6uvTp05Xw8EgiI6P48CGa8PBIXrx4RVxcHJ8/x5OQkEhiYhIikUhqtCwUCqV+XoqKCigpKaGsrISamkQBTFNTA21tTXR0tNHX10FPTxdDQ3309HTQ1dXOEQuNokzJkqa0adOUBQtW/VEJ28uXr5CX/zMFBVRUlHn7jZhIXpMqouTmti2N3HoqQqGQXbtcGTCgJ0KhMM0um7m5GRe/+F6+eBFM797/IBaL6dmzcO4Si8Vi+vYdwYkT51iwYFqmcvs5hZVVOYRCId27d8DFZc5P3//qVShz5ixj4sSc6fXS1tbiwIHNvH79hhYtuhEeHsG2bav4++9RDBs2kf/+S68oGRURjp1FFYRCIcbmlmzbti/LhK1JEztpZVJ2VKxcjUe3/X759RST/xS/42eCrq4Ozs5TmTJlHj17dqJMmVL5HVKB5X3IG+oP7gNAUmwcr718qTZxBL2Crkqv2VelYZa7R1u37gXA4RsVr6KGdmWrNIIsqTx58hwzMxO6u/+XD1HlL6k2IG3aOKKtrUnv3l0YOnQ8f/3VBE3NEtJ+Rj09HbZsWcGMGYsID49AKBRQp05N2rZtjr6+LrNmTaB79yEkJycjKyvL7NkTqVz553oXvkXFyIDKIwewr3IDZBUVMG5kmyZZEycl8WS/O8/l5aliWfanVnPFYjFRUR8ICXlDaOhb3r59z/v34YSFRRAV9YGoqGiio6MJCXlNbOxnPn/+/EXKOhmRKBmx+GvZqEAgQEZGiIyMLHJyssjLyyEvL/8lAVRESUkRFRVlVFVVUVVVQV1dTZoMampqoKWliYaGGioqKqiqKn+Ri1YrMn15S5fOwtKyLp6ePjRpkvcqqPmBo2MnZs1awrt3YVla6BRF1NVVCQsLz5e5U0WUDhzYLBVR+p5hw/qxbt12+vbthqKiQqY2BObmZjg7T2X69AWFJmF7+vQ5y5dvwMBAn6dPn3Py5Dnk5OQ4enQHtra1c31+oVDIq1f+Ge5cZYdYLKZVq+6ULVsqxxK2VIyNDbl925tmzTrTt+8IqQVJRsTHx2FRWVLBUrtpZ45sX5Tl2D17dmbx4n+JiYnJ0DPuWzp0asOksU6ZtBAUUxgoTtiyYPDg3uzZc4gOHfpx5056+dRiICYmBrmEBJS27cFtxwHEomTKOLTFtGn9nxpnwoRZQPb9SkWR0NA32Nv/XK19YScjG5BUtm/PeGfMxqYaHh57MzzXtm0L2rbNuf/DhA/RvDzpSbcALxQ01PHsN4qg/Uew+GJLcmn8LAzq1uT5uYtU1yrxU2MLhUK0tbXQ1tbC2vrX5N2Tk5OJiIgiLCyCiIhIIiIiiYr6yIcP0Xz4EM3Hj5/4+PETnz7FEBsbx+vXb4iLkyR+CQkJJCYmkpSUTHJyMiKRmJSUFOkjfbwCBAIhQqEQoVCAjIyM9CErK4OsrCRZlJOTRVZWDnl5ORQU5JGXlzwUFL4mkIqKitLnysrKKCsrfXkoo6oqSRoVFBSkO48yMjLSRDQ1KZWck0deXhZZWckjsxImXV0dateuwdSpzly9mnNG3QUZXV0dNDTU2Lp1D1OmjM7vcPIUTc0S+SKXnyqidOzYrjQiSt9jYmJI7drV2b/fHRUV5Sx7f62tKxIU9Cw3ws1x4uPjadKkM0KhAKFQBiUlRWbPnsjgwX3y1Lz9V5I1gE6d/iYq6kOu+SMKhUL+/tuRW7emsG/fhgwXUt69j4SUFHQMzACwbeXIwQ1zuHQlkHq1My5jNDMzRlFRAVfXE9n6y3Xt2JgJo5J5+TgQc8uqWV5bTMGkOGHLhkOHtlKhgi3Tp89n3ry8k/0tLJw5402MvDxdL2etQNT9tnem51I/JK5dm/VqUlElMvID1aplrID4M2TWR2FqasT+/UdYtWoTYrEIGRlZ/vqrMnPnTkZDQx17+57MnTuZCRNmkZCQSFRUNPHx8RgaSqTZd+9eh5nZ75uiFyZee/uhVtIEJR1tAMzbNuf9tVtYdGvPrUWriQ+PpOnONcS4e/ySr9DvIisri76+bq7toMTHx/PpUwwxMbF8+hRLTEwMMTFxxMbGERcXR0xMLHFx8Xz+/JnPn+O/JIPx0oRQ8m8icXGf+fAhmqSkJBITk0hKSpImipKHCJFIhEgkRiwWIxaLSEn5+jfh2wQyo2QyOwQCgfS+yZPnsnBh7gidFDSqVauCh4fnH5ewaWtr8ujR0zyf91sRpex+xpychuHoOAQNDXViYjLvt/uVn/f8ol07SWL28OGlQuf/N23afHx9r+Dp6YZ2LvaPa2trIi8vl6m9gL6eFsoqaqyc3gtVNU3u37wApDBhwmz8fNLbGKRStmwpjh8/nS5hi4mJ4dSp83h6XiQg4B7BwRIxHr+zB4oTtkJKccKWDdraWixe/D/GjZtBr15d/shG7qzw8vLFwOD3PjTu3y9Z1erevWM2VxY9xGIx8fEJUkPQnOD7Popz5y6ybt02Dh7cjJGRASKRiL173Xj/PhyNL+bdAOfOHQJgz55D+Pvf5XPNz5y+f55uBwZzefxJAO6EPmDcoZnEJMZhpmnMRsdlqCsWPQENVRND3t8IIDnuMzJKioReuIxOtUo83HGAEE8fWh/ZgUAo5PPnePT0il7ZmWQnTBFdXZ38DiVbxGIxycnJX5JBEcnJkqQwKUmESCRJFC9cuMy0afPx8vLFw2Nvrn4wKwh07myPk1PGZVdFGV1dHW7cyHslvMxElDKidOmSVKpUgYCAO1Irm4y4fft+lrt1BYV585Zz61Ygly6dKHTJmpvbcdat287mzS6/XO3wI4jFYhYtWo2amqRsMTIyioEDx3L+/KV017546C99XkLbgOCX6W0qvqVhw3rs2XOIffsO4+XlS2DgXfpu5mcAACAASURBVF69CuXz53jk5eUxNNSncuXy9O/fA+cFa0lK/DlF52IKDvkm67906VoWLVrNh6BnuNm1lT7+M6vK3XXbuLlwFXusbKXHX53xzq9Q6devG1WrVqJTp79/2m+qqOPvfxcrK8vfGqN27eosWjQjw3JIE5OvpQBnznhTvXpTXr0KZeHCVWhqWvDs2Uvp+bVrt6GpaYG//x0AqlRpmM6jZM+eQ5Qta4OdXVvs7NoydOiE34r9d3n48AkCgUBq+vy7ZGRGvWzZOubOnSz1lpGRkaFXry5pjD8zokeNTrgO3Jrm2OiD0/hf6/H4jTuBfaVmrPbOfXPq/ECvRlVKtWvJ4YYdcKvbhhSxmPJ9u3HJaSafw8I52rwLbnZtqRMbK92JLCZ/EAqFyMvLo6KiQokS6ujoaGNoqI+ZmRGlSpXE0rIsgwf3JjDwPAkJCVhZ2fHvv1vYs8cNP79r+R1+rtClSzuSkpIIDLyX36HkKYaGesTGxuXL3KkiSq6uR9m583u7krSMGzecN2/eZ/p5Ijg4hBkzFjJ4cO/cCDXHuHEjABeXdSxdOue3VHnzg7i4OP75ZzK9e3ehU6fc650Xi8U0b96VR4+ecPas5Odi2rQF0mStUaN6zJs3hStXPAgLe4iCkjKNOwxk3cmXTFpxlNhP0bwMTm8Gn0qvXp2JjPzAmDHTuXkzgAoVyuHsPJXHjy/z7t09AgK82LlzLbZ2tkRHhdOyW7GBdmEl33bYnJ2XY2PzF5MmjaSTj0QCWiwSsdfKlpJtmvN4zyEqDetHlZED8yvENBw6tB1Ly9pMner8x5TV/AjBwSH06PF7O2Pm5mYM/iJakhkZqW9ZWVni5nac8eP/AeDIkVOUL5/9m0bHjm1YsqRgrD5fvnwjx3y8MuujePgwiCpVfn71sF5pG4Ij03oaPQl7Rt3SNgA0LGdL501/M63l2N8LvIBSfcpoqn9XUjYg/GGarwfrlGeksQHFFHyMjAzw9/di7NgZODuvICUlBZFIRFjYg/wOLceRl5enVClTxo6dgZdX5uVURQ1jYyPi4/PPkPp7EaXMqFDBAiMjgzQLji9eBFO/fjuprP/gwb0LvODIvn3uGBrqZds/VZC4cEGilPjvv1tQUlJi+fJftzT6EUaMmMLduw+4dOm4dBH1xo0AAKKi0it49+vfj62btuIwcBoltPVRVddk6YptrHbJuCXH0rIsERGPsu0VnDxtCdr6JugbFwvoFVby1Th7+PB+ab4OveCHmrkZarks//orlCihjovLHDZu3Mnduw+zv+EPIDk5mZiYWNq2bZ6r82S0awTQpk1TTp6UeDu9eBGMurpaoSt1un37XpZv7D9D5mbUX7l37xF2dm2pVq0xbm4nfnqO8gbl8Lgn+T8/EujB6+i89zwqSIhEIoyNDfM7jGJ+EKFQyMqVzrx5c4dnz6598fr7lN9h5Qp79mwgMPAe27ZlLNRTFDEzM85xQ+pHj55w9eqtLK/JSESpdeumTJ48ipFfFp3Xrl1M+/atpNc5OQ1FQUH+S9wmvHlzl4sXj3L16mk8PQ8V+GQNJH1Svyr0kV8MHDiWDh36cu7cRXbtWpProijnz/vSq1eXNErjT548R1VVJcPr5/5vJKSk4LFPIr5lWc2Ws6fPZjlHdq9BJBLjd9GbJh0KxgZIMb9GniRsd+7cR1PTgkOHjgNw//5jANq0aZbmumduJyjzjaz7/U27OFTPnosjJpPwITovQs2Snj07U6NGVRwciksjAS5cuIyMjEyOlfNlROqu0a5d69LV86upqWJsbMD9+49xdT1Op06tf2jMw4dPSEsid+92zY2wf5igoGeYmKT36/kVUvsobt26w7Jl66THy5e34PZtSWlUxYqW+Pgco2nTBr+0Ev1v1wVs9ttFwxUdiEmIRU5GLkdiL4wkJiYC/HTCllmZL0i85erVs6dOnVbY2rZl1KipREd/BMDevqe03DcVX9+rmJlVo379dtSs2ZzWrXtw6lTOGdQWZZSVlZGTk8PH52r2FxdCLC3LMnz430yaNDddaXhRxdzcFJEoZ9+bJ02aS8uWOb+DVK5cGRISEnN83JziztptuNZpxaE6rfEaMIbk+ATubdzJgb+asFnTgviISGJiYlFULDyef4GB9wgPj8TDYx+bNrlQt65Nrs8ZFhZOmzZN0x3/668qGV4vJydLp25dOee2EYCmHQfxLvQ1cXG/vnO8at1eUoAGbfv+8hjF5D95krCVLVsaPT0dBg4ci6amBa1adQdIY/wqSkzkpYcXpTpIVqAq9Hekq78nnXyOoqSvx9XpC/Ii1Gxxdd1CdPQnRo6ckt+h5Dtnznijq6udq3Nkt2vUqZM9bm7HOXnyXLoFgMzo2LENPj7H8PE5lu+rmCEhoTnaWJ5RH8XYsUOYMWMhr19/rYP/1bKhcnplcBu8He8x7jhUs6eUtlmOxF0YSf3//FUD69QyX1fXLenEYS5f9uDCBXdsbKrx/n3WvlJ16tTg4sWjXL9+hkWLZjBx4hxp2U8xmfPqVSgiUTJyckVXe2vu3MkYGOji4NA/v0PJE1JVUz98+Cg9FvT+GXYubaUPs+lVWeezDedTy6m3zB47l7Z02tiPN9HvMhwzu3L9X6V8+bKIxWLpwk9BIjb0Lfc27KCD12EcLp8kRSzmmdtxRKaGmDlPReXLImNMTFyh8mycPn0BlpZlqV27Op07t831+e7ff4xYnEKDBnXTncssYQNwWTyRpIR4zh/7D/Ny1sgrKNK242DiPv/a+/aGdVuwqt4gTy0Wisl58uS7p6SkyKNHl3n8+Ap6ejrSEhRX12PSa0LOXUTH2gplPYkqmbKeDkIZGQRCIeX7diXs5u28CDVb1NXV2LhxGXv3Hi6yDes/ys2bAbmuYpXZrlEqLVs2Zv/+I5iYGKKuXvjUCiMiorC2Tivp7+p6jHnzXH55zNQ+iqVL13Ly5DmaN2/IkCF96NJlILVrt6R5867IyMjQ+IsRdHKy6IfVvcJiIgBJI/XSc2v5u3b3X46zsPPqVSiysjK/dG9OisN8S+XKVkyc+A+bNu36pbj+JHr3Hk6pUiVp3rxhfoeSqxw+vJ27dx/g5DQzv0PJdSRegUKeP//aG2ahVxofp2P4OB3De4w7SnJKtKnUnJENB3Jp3HF8nI7RwqoRi8/9m+GYLVs2AiAg4G6OxqqiooJAIEjTx1aQSElOJjk+HnFyMslxn1E20KPlgLG07jmMVyGhjBkzg7Cw8N9Wic4r4uLi8PO7zuTJo/JsTnf3k5QooSFNlG7fvk/TppJF4urVM0/YlJUUad7anpO7lwMwfPZ2Ht6/T6lSNuzc+3OtDA8fv+Rd6Csc+hfbUhV28nRpUVdXm0ePLvP69Rvs7NoxaJATgwY5sXHjMrQ9vNKUQ8a9fY+ygR4AL46fRbNCubwMNUvatWtBs2YN6N59CE+eXC10UrY5xbNnwQwa1CvX50ndNWrdugd6ejr07t1Fek5JSZFZsyZQtmzhbKT9/DmeOnWqS7++cSOAQYOc6NKl3U+PlZUZdY8enejRo1O6exISEnj16nWaskxHRwccHR0YsHsMl55eIyI2iorzbJncfDSxCbFs9tsNgH3l5vSsWfD7LHKLN2/eIyv78yWhOS0O8z3W1hVZvbpoqnfmFKdOeXH79n38/H6+j7OwUaZMKXbuXEuvXsMoUUKDmTPH5XdI3Fm7jUc7DyBAgKZVOeqvWcS7qze5NnMRKWIxcioq1F+7CI3SJbMf7DuEQiHv3oVleO5CkB/m2maYaabtk49N/IyA9CrFqeOBRKRi8+blPx1PVsjLy/HgQVCBswtSMTKg8sgB7KvcAFlFBYwb2XI/WURCQiJv395la9laeHtf4pNYTLNmDfI73B9i/vwVqKgo06FDq+wvziFev37Dhw/R1K7dCnV1NW7cCJCKjGW1wwawZtVMypSpwbXzh7Fp1JEl+wLYtXISo/8Zy9q123A/tBF9vex79qdMW4KWnjH6pgXfIqKYrMmX/VFjY0OePbsu3XH7Z/A47hw+QUDyV0+Sa/9bzKG6bThUz543PleoPb9grQ7s3LkGgUBAr17D8zuUfEEsFvPhQzStW6evzc4Nvt81+hYHB/tMPVRsbdtSsaItFSvaMm3a/LwI9Yd5/vwlKSkp0h2U0NC3NGvWBR0dLTZuXJbr8/v736F+/XYMGNATDY30u5Nbeq7g4Uw/whY94N50X3rbdGGoXT9uTDrLjUlnmdV6QoZWDH8Kb9++Q1Hx5xdrclscpjAZ7uYXI0dOoXXrJgXug3Ju0apVE9asWcSKFRtYtWpTvsaSWbndpXH/o+HGZXTyOUaZzm0JWLrmp8d+9SqU5ORkbG0z7k1yCzyBQ7WvC8NzPVyoOM+Og7eOMrVF5ibjamoq0h78nERZWblA7rAlfIjm5UlPugV44fjgEslxn3Gd6kzlyhW+WGgo8ykmFj09HcaMGZrf4f4Qu3a55nkLxJo1izh4cAtmZsbExsZy4sQejhzZAcC1a/5Z3qtZQg3bBo05vHUhIFk46DN2CdPWnOL9u3AqWtXDeVHWC3PXrwfgfe40jdv/GSXRRZ18Ld5P3XELD4/A1rYt78ZMZ8iY6WzcuIwuG5bmZ2jZIi8vz759G2nTxhF3d488XbUpCKSKH1SuXCFX58ls1yizRPH48d3S57dve2d4jaOjQ84F+JOIxCIareyIoYY+7RVboqikgPPpFbgHnuTZ05dQER77XMmTWKpVq8zVq6fzZK6iyPv34Sgp/bwlQ2Ymu6niMHZ2taXiMBMmzP7pfsPCYribn6SkkKVpcVGke/eOREd/ZMoUZ969C8PZOf8WQVPL7YRystJyO4FAQNKnGAASP35C2eDn/Q337nVDXV0NVVXVdOcSkxPxuOfFzFbjpcdmtHJiRisnXLzWs+nSLqZkkrSNGDGABQtW/XQ8WZHavzZvngvz50tsJlIXW4RCIQ4O9qxa5ZwvPWKvvf1QK2mCko6kR92sTTPEHp4MW7cEADk5Of7bvorGbVsUmL6o+fNXcOvWbTZsWJpOLfr585dER39i2rTMk/LcokkTO5o0sZN+ffToKQD+/nsU/fsLUVBSQqOEJlraOhgZGWJeqiTlLctQrWp51qyahXUVO+7eOE+lGpLSXGPz8jj/58exXS64LF7K7l37OHRwExXKS6qMjh8/g4vLeu7deyTtj2xUnLAVCQrEb5qOjjYPH/oRFHQFAwM9Bg8eh6amBQcOHMnv0LKkTp0aODp2YujQCUVWGjozTp70RFOzRIH5Y11YWO/zH+X0JB+m/f3voFhZgdcfQnm26CW4wh33C3/0rlVhIiwsAhWVX5O0zi1xmLt3H7JkyVoGDsz9UuXCzIYNSzl92pubNwOzv7gIMWRIX1avns+mTbuwtm5IcPDrPI/h23K7PeXrIq+uhkljO+xWOnO66yD2VLTlyQF3rMcM/umxz527iJVVxu0T5x5exNrYCj01nXTnOldry9E7mS9eDRjQE0Cq2JoTLFy4ioSERI4c2cH584e5evUUgYHePHzox+rVCzhzxpuSJf9iyZKf32n8XVRNDHl/I4DkuM+kpKRwaftewgQCunT5KtRha1urQL3/Hzx4FE9PH8qVq0O/fiPTlMUuWbIWTU2NDBP5vObmFz2GtetdKGNhQfznON6FhvD4wT38bwVycL8rUyfPoFnjdlSpbEtKSgrHdqavuGnbywnn/y4jI69MvbotGTZqLjt3HqRPnxEoKMizdOksKlSuinm5qgXq+1TMr1Ogvos6Oto8eHBJmrgNGTL+txO3zCS0Fy5chZWVrVTefdasJdLrwsMj0NWtkMa/pmlTB+zs2lKpUn3KlrWR3jd+/HBKlFCnU6d+vxxjYeTatVuUKWMOQHxSAk1WOWDr0pY6S1ux4PRKAC4+uUyDFe2ps7Q1w/ZNJFmUnI8R5z+vP7zhzENv+tTqCsDjx09JKpvMSWeJr9mDB5cw0ckZif9icp/IyCjU1X/9A8DPisMAdOs2SFri26/fSEBivp4q6z9hwmwWLpyeoSpZMV9p0sQOa+uKf4QQx/f07NmZBw98UVVV4a+/GrNy5cY8nT+jcrug/Ue4s24bLQ5swvGeL+UcHbjyC8rQDx8GZdpT5RpwPE055NOwF9Lnp+55Uk4vc3Gf1B2b7dv3/XRMmVG/fm1EIhEVK1pSpYoVFhalMTMzRl9fF0fHTjx7dp0xY4awaNEqOnfun6dWQno1qlKqXUsON+yAW902fIz+xFNdbe5v2smeirbEhr7FzbYtF0dJdmlv376HpqZFusfSXyhr/VXCwiJYtGgma9Ys5MqVm1SoUI969dpgYVGLAweO4OQ0LEfm+RD0DDe7ttLHf2ZVubtuG/FRHzjZsS8HqjflZMe+mVpR3bolSdh6dGvL9avHeff2LpOnTUTPwJDIsFBSxCnYtujB4r0BLHO9i9Oi/Qyeml5wDaCEtj7T/j2F46gFHNy7l1GjpjJhwj94eOzD0dGBx/fvUt++d4687mLyH8HP9DsIBIKUO/f8MDHKG1Wg8PAI7Oza8fbtewCOHduFrW2tnxrDxMSakJBALlzwY8yY6bi5baNUqZIsXLgKFRVlqanlt2zevJtDh44jIyNMU2IHsGfPIfz977Jkyf+kxx4+DKJePXsWLJjO4MF/xi9H+fJ1cXCwx9l5KikpKcQmxqGqoEKSKIlWa7rj3G4a/XeN5siQHZTVLcX80ysw1TSmt02X7AcvovTdMYKxjYcSkxDL6gubebz6KcH1QxDfTqFc8zKY6hqzqP0Myuia53eoxfwAzZp1QVVVhcOHt+d3KMX8AjduBNC8eVf8/T1z1UuyIOPiso7581dgYKDPgQObM92dykmeuXsQ4nmR+qslCVnQvsO8u+bP6/O+dPOXeAjGvArlVJf+dL5y6ofH/fjxEyVL/sX9+74YGqYtp4xL/Ewl5/r4T/ZCQ0nSr9vnv38ICnuOUCDEVNMIF4c5GGkYZDq+pqYFOjpaBAXlnG+fpWUdGjWqx/r1mbeA+PvfoVWrHpibm+LtfThfSiRXrdqEi8s6XrxIayCekpKCnp4VycmSxdi+fbthY1ON0NB37N7tyosXrwDw8TlGpUrlcy2+xMRE9PUrcvv2BUxNJYueN24EMGvWEnR0tFi1an6uqEiLRSL2WtnS7qwr9zfvQlGzBNZjhxC4fAMJH6KxmT0x3T3GxlWIi/tMVFRQunNv34Uzc84qPI57EPMxGn3jUjSw74Ndm97Z2se4b1uEr8cuQl7dBGDvwTOMGDqK1UefFO+wFXCGtS5JSkpKtqVVP/1dPHbC+5cC+hVSd9yePLmKsbEhjx49+aVxMpLQzopDh44zb95kQkPfEhr6Ntvry5e3YMyYIUyb5sybNxl7uRQ1wsMjpXLYAoEAVQUVAJJEySSJk5ERClGQlaesrqSuuqFFvSxLToo6p+57oaOqTVWTrxL+oaFvEQtS6NzRnqtTTtG3VldGHCz29yssfPz4CS2tEvkdRjG/SI0aVTEzM8HJ6X/ZX1xEcXIaxqNHl1FQkJfu2OY235fbhV64jGb5siR+jCH6yXMAXntfosRP9mGmJge+vukTKmV5JZ7Nvi5N1gB29F3D5fEnuTTuOPv6b8wyWQOwt29GeHjOGpAPH/437u4eWe6eVatWmZs3zxIWFk7lyg0yVcDMTUxMDImPT+sXl5KSgpZWOZKTk/H0PERUVBArVszD0dGB8eOH4+/vxevXkt0kO7u23L37MNfiu3TpGjIyMtJkDSS/38eP72b79tW5ZvkTesEPNXMz1MyMCfbwxKJHRwAsenTk5XfiaKnExX2m3P/ZO+uwqNIvjn8YGpEQJAQRFQQVQQxUBMVYO1DX7li7UNf82e3arauugbmKAWKihIICFhgoNmIhYVADDL8/ZhllAQWJAXY+z8Mj3Pve957BYd573nPO91TLPpproK/L9k0LiHgRxLnzx6ha1QS3XUuY4FyN/eunf9eWV88fYGj8deNp29bdGFepLnPWShF5/p+8cqXoe4/p6JTj7l1fSR55XsiQ0HZ13ZKlEH/Llt2S1EYvLz8AXr16w/v3UdSta4OzczuOH/fM1X1mz56EqakJnTqV/gjbkyfPSEtLo3Hjr0pcaaI0HFd3pNr8hjiZN6ZuRRtS0lK5FSEWJzkVepbIuDc5TVnquf78Jmfve2G9xImhrhPxfuiP0D6FsgJ1ZvcTy2x3sGrFvTeFt6jJyDtpojSarOlEz12/AbD96j7qLGuB9u/mfBJ+QVf3x7LKMoov8+b9jrf3Vak8BBcXdHTKsWvXOsLDnxbJ7+Hf6XbpIhGWA3viuG4RFweMxc2hI+GHT2C3YFqe5rW2rsGECb8xYsQUrl27UeB2jx0rzsYpSBXWceOGkZqa9kMFSiMjQ0JDfdDQKIutbfMfKgzmlsjINyQkJPxwnLGxESkpKZmODRgwBoDbty/lKFGvpqYqiSQ5OnbMsUQF4NCh4zRq1I5GjdrSsGEbSWuS0aOnYmPTDEfHjjg4dMTHxx8AT8+L9O0rTnPct+9v1NRUqVOnhWT+M2e86N17RK5+Dz/LU7fTknZUie8/SFpRqRnokRgVneN1derY5HguA7v6tTh98k/evQ1lwhQX/C8c+e74qNfPMTM3k/x8L/QODm3z/swso/iSZ4ftwf2S9UD5PQntUaMG4efnjp+fu0TFx83NA2fndgB07do+T1K+p07t4/nzlyxc+PNNj0sCHh4X0NBQzxSilxfI4zfJnXv/8+NmRAgP3oWzs+9aZrovocX6bqgrl0FB8HNNhksqwcG30dY2Z+fO/cxtN4V7/7tCyExv5jb5HeFzIXjD4Ba98X0cAMDVp4GY6ZbMfnKllW9FYgAamtbhxPA9VNQ2IjExET29ktE0Vkb2ODu3xcKiKtWrN6Zjx36Ehz+VtklSwcamJnp6uixcWPjtRADqzphA98BzdAvwxGnbSuSVlTHt0Ipu/qfpesWdDh770TA1yfO88+ZNxcLCjBUrsm+CnR8aNKgDwOXLVwpkvoiI17i5nSYtLY0GDer+cLyamhpBQeexs6tD69Y9MDKyxtl5IB4e5/N037/+OkiTJp0wNKyFlVUTatZ0/GF9XFzcx0yOqlAoxMPjAmPHDs1VOnFGKmWG0+fj48+0aQs4enQnFStW4MIFH7Zs2Y2b218EBJzB2/tkpqjYggVT8fNzZ+nSWZK6Uzs7W4KCbhEV9YGTJ89ialqRsmXVifrHUQoMvCX5PysM0oRCXpy5ROWfUAj/UQ+2bxEIBMyYMhRRmoiIJ/dyHPcp5j31/mnGfeyEF2lpqTT6pUeebZNRfMmzw/buTdGrSuWHDAntmzdDWbUq+8LNbzl2zIODB92wtnaiT5+R3L0bxpMnz3N1L0NDfRYvnsXatdt+On2zJHD1amCOH9Kaqho4VGmAV5gvdqa2nBl9EK/xx7CvXJ+quqZFa6iUqV3biurVqzFlyjy0tc1xdf2buLiPjBkj3jlWVlZiUvORnAo9h/2q9izwXMm67oulbLWMDP4tEgNgbVQTk3LGgPihxcBA5rCVdPz9PTl0aDtv376nQYM2NG7cXirqidKmX7/unDyZ+5qx4krv3l24fr3gI2wZbNy4M9djQzf/xdFGbTnWqB2Xhk4kNSkZ13krmK9tzl/WTbk9fDK/2NbCxMTox5Mhfp45cWIPERG3mDp1LNHRMQwcOA4zMzsOHTqOSCTi8uUrDBkygerVG1OnTgumT1/Is2cvWLJkLSYmtkydOh8dnXIsWjSDx4+vk5SUzIwZi757XxeX2TRp0lDy8/79xwBYkMsoqKZmWcqUUUMoTMm2RGXNmq0sXDhdUnuooqLMwIE9s8xTv76tpOxEV1cHDY2y9Os3CkNDfQQCAR07tiYwUOwcBgbexM6u8By2Vxd90bWpgZqeWHVUVU+XhH/0FhLevke1vE6O19atm3uHDcSBBw0tbYK8sxfgE4lEJCUm0LJ5IwA2b9mDkanFD+veZJQs8uywJcR/IS2t6NSKCoLsJLSzIzz8KQkJidy/f4WQEG9CQrxxcRmBm1vuo2zDh/fH1taKzp0HFKmqU1ESFhaOrW0tyc8fvkTzMVEsd5yYkoT3Y3/M9aoQ9UW805Wcmsw67z8Z3Ki3VOz9WZI/fuLiwLH8bdeavxu05t03aSghG3awQ9ucpOicaxoUFBTw9z/N8+c3qFrVlHHjZlK5cj14A6PNBqGlpYmmqgZHhu7Af/Jpzo/7m1oVCrevnYzcM/PUYua3n4pALvuPSaEwBYOf6BUlo/jRqpUTQUHn8fY+wcuXkSxfXrA9t0oCEyb8xpcv8ZLeTSURY2Mbhg/vT2JiEhs37syUcrd79yHs7FpjZ9eaFi26ERAQLLmuQ4e+kt6iAO/eRWFj00wSrQGYOPF/aGpqcPny1VzZEv/6LYGrt6A4eTRWu9cjSk1j4zAXItb9icKA7vwv+iF9VsxljKXZjyf7F+rq6kyYMBw/P3devLhBkyaNGDNmOuXLV+fXX4dy+/Zd2rZtQe3aVhw75kGdOi3ZsGEHvXt3ISLiNseP72bo0D7o6JRjyZJZ7NixX1IW8m927z7M27fv2blzreTY6dMXAPLUgqZHj84A2ZaoPHgQjo2NVU6XSvDy8s3Ug9XCwozAwNvMnDmRKlVMqV+/Ntev3yQ1NZV79x7mKZKVV54c9ZCkQwKYtGlO+MHjAIQfPI5J2xZZrklMFLdpqVnTIs/3q1a9Bg9D/LM99y5SnBlgVUP8Ow29fRP71iXreUvGj8mz+y0nB9eCQmnc8Mc5uMWJDAnt9u37oKOjne2YY8c8aN/+l0zHOnZszbBhE/n997G5vpeb226qVWvEhAmz2LAh79LExZ1376Jo1sxB8vPbT1GMPjyVNJEIUbqILjZtaVOjObM9lnH+wWVE6ekMadSbJmaNpGh13rk2fRHGLZrQcs9G0oRCy8MyrgAAIABJREFUUv/5sP3y6g2R3ldRN86dBL+mpgbBwRfQ1jYH4PnzGwwZMpEKFb5f5C5DenwrEnPlSfaqcGlpaRgbGxaxZTIKE2vrGujp6VCAZUolBg2NsggEAkJDH1C3bsla379FRUUFTU0N/vhjE97ex6lYsQJnz15i9+5DnDlzEB2dcty5c4++fUfh5XUMff2sUXJ9/fKMGTOEuXOXs3nzCoKDb3Py5Nk89WGLi/tEbHQsC0dP40tKCgOAq8Bverp06t8DgUDw0w3Cv0VdXZ1du9YRExPHnTt3adrUPovQRFJSEkpKStkKUAwe3Btv76t07z4UY+MKLF8+GyMjQ/bsOYyPjz9Pn75g0KBemZpRP336Is92ZrQByihRWbZsdq6vnTNnBXPnruDDhxjOn/+66f7kyXM0NcuSni7Czq42depYs2LFRkJC7mNuXhkVFeU825kbUhMSifS+isOahZJjNi4juDR4Ag9d/0bduALNd2fd9AkJuQ+AsnLe7WrZsglrVq7L9lzY7auoqKohLy/A3dOP1JQUHNv0yfM9ZBRv8hxh09Auz+at+388sJjw6tXXxqjGxobcuXOZdu1aMn36+CyS/tOnj2fevN8zHbOysuTaN9LCffp0yyTpnx0aGmXZuvUP9u8/lmkXrzTw7l0UQmEKrVp97XVjVcESX5dTXJ3sQcAUT6b+IlYbW9hhOtd/P0fQ1POMchwsLZN/CuGnz7zxD8Kiv7gNgbySEsqaGgBcm7UYu3lTxbsXuaRJk04ABAdfQFNTg5cvX0kWMBnFj3+LxPg9vsbwA5MzD0onkyqZjNJBenqe/rRLFaqqKpKHSpFIxNKl66hRw4FDh45nGZuWloavb0BRm/hD/P2D+Pz5C7/80lSScrdu3Z8sWDBN4nTY2NSkd+8u7NjhmuM8w4b1JSzsMT17/sYvv3QnLu6jJEr0bXP7nFA10MMHmKekyFodbdp0bsu5Zzfo8Nf6fDcIz45y5bRo1swhW6dMRUXlu2qBe/ZsJDTUB3PzKvTpM5KmTTvj6XkRKytLDhzYyurVCzKNz6nX3fc4f94bINsSFUtLc+7cuZvjtQsWTOXmTS9mzZrI6NFfpfITE5NITxfXq9Wvb0vZsuokJydz5cr1XNUF/iwKaqr0fxqEkubXOjuVctq0O7mXHjcu0u7kXlS0syoI37hxJ8ux3DKgT0eSE+NJ+JK1v9vzsFuU0xVvPGzc+BeGlcxRUFT86XvJKJ7k2WFz6jiIC2c8S1xaZFHj7NyWFi0c6dVreIlOMfk3np4XUVVVRU1NTdqmFCqfX0SgqlsO3zHTON6kE77jZ5ISn8ALTy/KGOqjUyv3qYtz5iwnNPQBbm5/SZy09+8/UCsPc8goWr4VidnZby2OZg3Z3uerIENaahpAqf87+C+Snp6ep1Sv0oS5eRWmTp1Pu3a9MTa2Yd267ZiZmTJ69DT27z+aaWxUVDSdOw/IVkZfWmSoQuvqlkNZWUlyPCwsa8qdrW0twsKy9sLKQCAQ8OrVG86f96Zq1UpERz9k2zZxv7Rt2/b+0BZRfDw1QdIgXC4lhahzlwukQXhhYGRkyLFju+jVyxkjIwMePLjK7t0baNOmeZaxfft2A+DZs9xH2nx9A5CTk8u2RMXFZQRz566QqJQmJyezbdueTNcLBAJGjhyESCSSpG/Gx8cjFKYQEBCMtXUNAKysqvPXXwexs7PN+y+hkGnSpBHdvkmjzAuGBrooKasS7H0qy7k3Lx9RydQUgNs3g7CXiY2USvLssLXqPgqRSMSaDTnvTOUV6yVO2K9qj+PqjjRbJ+5jMdtjGXYrWtN4VQf67R4tqZEqSezfv4X09HT69x8jbVMKDF/fgP9EGpgoNY0Pd+5RfUgfuvieQlFNlZvL1nN79WbqzpiYp7kqVjRi7dpFmdJIv3yJL5YLiozvs+3KHmoucuDtl/fQDcb/PVPaJskoYMQRtv+mw+bldYy1axfx6dNnhg/vz6tXdzh1ypUpU0YzbtxMdu8+LBlrYKCHiooyHTv2k6LFmVFUVEBLS4N376Lo16/7d8fmxjF/9CiA+vVt2blzXaYIVW6ER95fDSQGUNXVQaCoiGnHVry7foOYu2Ho1asNQJUu7XkfePP7ExUxQ4f25fXr7/eTtbauCUCdOi2/Oy4DN7fTgDiCC19LVFau3Iyn50VatXJi2LC+ODsPpFGjtjg5dSH1n02xb5GTk2PKlNGsX/8n4eFPiY39iIWFGeXKaaP4T0TJzs6W588jClVw5GexsrJkx441PxyXU/sDtTJq/P3nAhaPbcv8ES0kIiSxH94Q/f4NCxavJ0WYTOPWvTj+1zLmDGvKglG/sGxiJ+4GXS601yWjaMizwyYQCKht35otm7YXqCHuI/fhN8mdyxPEqRfNzBvjP/k0Vyd7ULW8KasvbS3Q+xUFSkpKHDq0jQsXfDh1qnQ0jb57N+w/ERkqU8GAMhUMJAtr5U5tiA65z+cXr3Bz7MghayfiX7/leFNnEn7Qu+i33/plUryKiYlDJBIVakG0jILDoWoDDg/5E4ARDgO5978r7Gi0BuVjSqzvvkTK1skoeNKl2mw2O2XBDPynLmC3ceHVlwkEAvr2/ZUrVzyYN2+qRGVu5syJzJgxgUmTZmeStQ8LE6dEzp69rEDt+PjxE4cPZ6+I9z3k5AQ8fx5B5com+PsHSY5bWJhlSbm7c+ceFhY/FvwQCAQIBF8duzlzpvywEXNk5BtGz1pCZYGgwBuEFzbW1jVIT08nKSnpu+M8PQ8C/LDXWWDgLYYOnUjdutaSRtqQuUQFoG/fXwkI8CQg4AwBAZ6MGTMEgM2bV9C581fp/E6d2rBnz0aaN+9KnTrWeHsf5+zZQ5Lzffp0IzY2HIN/eqKVZP7d/sDY2AgFBSVmbTzDqDk7OLBhJmmpKSR8+Yievi6nPbzQN67KmcMb+RjzntlbzjNnywVGz91JcmK8tF+OjHzyU6tS9+FzifnwHt+rBdO8MTuaWziiIC9eLOqb1Ob1x7eFdq/CxN7ejt69uzBixGQ+ffosbXPyTWTkG5o2LVniIT+Dmn55yhgZEvdPX6ZI3wB0rGvQL/w6vUK86RXiTZkKBnTxOYFaNkXr3yMgIBhFRUWUlJR+PFhGseTt23c/VTguo/gjzZTI+NdvubdtL86XjtMtwJN0kYin/6gUR90KRZgH0YuC5vffx6CkpMj791+VEzU1yzJwYE82btzJly/5eyAMCblHq1bd0dY2x9S0LiNHTiEtLWuU5XukpaWiqKiAl9exTCl348f/xrx5fxATEwtAaOh9DhxwY+jQvDcWdnEZwbNnOdemR0S8pk6dliTq6uA0fliBNwgvbJSUlJCTk+Px4+ffHdeoUT127lzL2bOX0NY258GDzOmlQqGQbt0G07p1DwwN9bl48ViB2JeamoqDQwe0tDQ5c+ZggcxZHMmu/YFVzWokJX5BJBKhZ1QZJRVVot68RJSWhqGBDk+fPKaeU2eunj1Iz1HzUVQUr1Ea2uWp2+TnUjFlFB9+qkmDZjk9KlatwfQZS/D3zVkmP7fIIUfXPwcjhxyDGvZiUMNemc67Bh2li037fN9HWmzYsJSLF33p1m0IFy7k//clLb58+UJiYlIWJc3Siv2K2XgPn0yaMAUN04o02VQwu8g3btxBU/P7O7Qyijfv3kVJ0ntklC6knRKZnppKalISAkUFUhMSUTPQQ5SWRuCc5TT7czXP/5FUL2ri4j6RnCykdetmmY6vWbOQPXsOY2vbnPDw3NeziUQiXF2P4uIyO1MLnJYtm7J06SzMzCrn2cbU1DTMzCpnUYVu164lb968pXXrnsjJyaGuXoZt21ZmisL07Pkbior/bBLXt2X37g053ud7749x46ZjYFCe69f/ESubm1nIzLRDK0w7tMrzaytKFHQU6Ht0JBrnxevUi5gIZrSewOuP7zh3/zKK8opU1jFhU89lXL58nGbNumBv3y7buaZNG8f06eMLzLb+/Ufz8eMnQkN9S22fsYxaTHd310ztD0wqGoCcHOGh11AtU5byFUyJfBGGgqISHz7EkZoipIatI7evnkFVTfaMUdr46Xd7lyEzWf+/fkRFxVG+fFY1nLxwdswhDDX1ifoSTZftgzDXq0LjKnYArPTajIJAgR51OuXrHtJEIBBw8uReGjfuwM6dBxg6tGTKrZ4/742SklImed/SjE6tGjhfzqqOlkGvEO+fmvfBg4eSBqEySiZRUdGUKaMqbTNkFArSi7CVqWBArXFDOVSrKQoqyhg1c8C4uSN3t+7GpG0L1KSY5nX2rBfKykpoaWlkOi4nJ8eRIzvo0WMYN2+GfDfVOzo6hgULVrF375FMx6dNG8f48b+hpvbzf1MikYgyZdRo2dIR+Jpyl8HQoX1zjKh5eOSsfP1tut2PePcuCl/faxw6VLAlI0WNepoaLT41YfW8BaSJ0qix0IH2Vq14/P4pc9tOQUFegbmnV7D60lbmt59KbGw4z5+/5PjxM1y86EP16tXo0OEXmja1L9C/pYSEBM6f92HnzrVZ3oelCUVFhWzbH8jJySEnJ8e2hcNJTk5k3MI9hF73oqymNvfuh6NZTg9FZdlGYmnlpxP1q9s6UFajHC5T869wZKgpfngtr65DB6tfuPlSnOd8MNiN8/cvs73PqhJfBG5pac6ECcOZPn0Bb958v6C3uHLp0hUMDPKW/icjK8+eRVClSiVpmyEjH8TGfkRdXV3aZsgoBKQZYUuO+8gLTy+JsmBqQiLhh47z7MRZag7vLxWbMjhzxivH3pEZMu8tWnTLcu7atRs0btwBbW1zzMwasHfvEYyMDDl0aDuxseHExoYzffr4fDlrADNnLiYpKblAozl5ZeLEWRga6tOqlVOh3ysnYYply9azYcOOLON1dCxwdOwo+VqzZhtpaWk4OTlz9WqgZFzXroNo3/4Xdu8+hK9vAD7h/pjqmGCibfTdUhVTUxNcXEZw+vQBVq6ch5NT4wL/O5o/fyVly5bB2bntjweXYAQCQbbtDwAqVzFDS0efYdM3snvVJBSUVYj98I73b99QtWZ99AxNiY16TVLCFylZL6OwyFdldXPnoZz3PJ0vif94YQKfk75Ivr/06ArVDapxMcyXdZe3c2DwVtSUSsdO9pw5kzExMaZz5wHSNuWnuH37LjVqVJO2GSWehw8fU7OmJZB1oa1RwwFHx47Y2bVm0qQ5klSh0aOnYmPTDAeHjtSr9wsjR/7O69dfF8svX+KZNGkOtrbNadKkE05OzuzZczjb+8vIP7GxcbK01lKKNGvYIr39KVvJOJOy4I2l6/n07AVH6rTkkLUTqQmJHKnTokjtEolEnD17mUGDeuU45tGjawCsWLGBrVt3o61tjra2OW3b9uL+/Yd06tSaO3e8iY0N52qQBwfeHcNuRWsa/NGawOdf6+E3eO9A+3dzouNjcm3fkyfP+PNPV/74Y45UNlKOHnWnceP2nD17mUWLZhTpvf8tTJETqqoq+Pm5S75cXEYgLy/PypXz+P33+aSkpHD0qDtycnJs2LCUTp1a06PHbxy87kY326z1T65BR2lpkfd+bPlh//5j330Pliaya38AYGlpRtTbCGwbt6WSuTW6esb8cegOlarZUNu+LUoqqti36smRrfNITRG3lPoY847rl9yk9VJkFBD5SgBu1X0UHvvXsHaDK5Mn/pwTEvX5A/32iGXv00SpdLPtSEvLJtRZ1oLkVCFdtg8CoF6l2qzptvA7M5UMTp3ah41NM5YsWcvMmXmTh5c2L168olevLtI2o1RQv35tyULr5vaXZKEdNWoQ48YNQyQS0a5dH65eDcTRsSEgbh7auXNb0tPT2bJlN5069cff/zRKSkqMHz8LU9OK3LhxEYFAwIcP0bi6Hv2eCTLyQVzcJywtf6wwJ6NkIi2HTd3YkPfBt0lNSEReVYXXPgHUGjOYmsO/rq+7jW3ocdOrSO1as2YbcnJyjB07NMcx5cvr0KlTa5YuXS85Nm/e74waNSiLwNL0k4toYdGEPQM2IkwVkpgiViR8FfcG7/CrGGvlrSF99+7DqFnTggEDev54cAFz6NBxRo+ehoODHWfOHKJhw8Jr2PxvMoQpjhzZIRGmyCv16tXGzs6WZcs2cPSoO8eP7wZg16512NZtzvGbZ1jcZVama6RRqhIe/pT4+ASpRlCLmn/XYgLY2lji6eFJzPtI2vWewK4V42ncpjeGJubIy4tjMJ0GTOHU3pUsGNkSBSVllJXV6Nh/kjRfiowCIF8Om0AgoHaj1mzetP2nHTZTHROuTHLPcvzm9KJdkIoKIyNDFi+ewcyZS+jWrUOuZIVDN//Fw31HkEMO7RrVaLJpOQ/3HuHe1t18evaSfo+vo1LIdWWxsXF8+RKfK3tl5MyXL+JoskgkYtKkOTkutEJhCsnJydnm6cvJyTF69GA8PM5z8aIv1aubc/PmHXbsWC2RI9fV1WHixO/LLcv4eT5//oKuro60zZBRCKSnp2eScS9K9OrVpnKnNhx3ckYgL4+OdQ0sBxa9E/Jvtm3by6+/dvhhu4M9ezby8OHj764Tn5I+4/80iM09lwOgpKCEkoLYoZt1ajHz2k+l7+5RubZt9eotvHwZyb17frm+piBZuHAV7dq1wNV1y48HFyA5CVPkRGJiEo6OHSU/u7iMpGtXsZjb3LlTsLJqwsiRgyTp+gKBgEGze7Pg6EoUUr4+KmaUqpwYsbdINzaqVjVFXl4eX99rRZJyKk1evboj+f7bWsyMFgir1/5J4OUTtOk5hvl/is8NnLRKco2CohJdh86k61BZn9DSRL6bzfw6ovAl/ksbI0YMpHbtmjg7D8ykjpUdOck86zesQ9sTe1CvaFTo9h45cpIqVeoD/Cd6sBUm16+L/06GDnXB1XVLloV2y5bdODp2xNLSnqpVTalVq0aOc9nY1OTRoyc8ePAYK6vqUu0d9V8jISERQ8OS3+dHRnZILyUSoO6MCXQPPEe3AE+ctq1E/l/tIwZ98zBXFCQlJREV9QEXl9xtAP1oU+9FdAS66uUYc3gaTdZ0YvzfM4kXJuB5zwtDTX1qVcjbGvPHH5uZMGE4+nlsr5IXXFxm4+Pjn+W4l5cfb968Z9WqBYV275z4VpgiN/w7JTLDWQNxpE5DoywPHjzKdE1owgPKvFVj8WJxs2dplqoIBAIqVTLi8OETRXrf4ohpFTPu3/CRthkyiph8P+FpSST+8y8+8l/i+PE9xMbG4eIy+4djM2SeRampEplnXeualDUxLlQbhUIh2trmjBgxBV1dcQSvRg0HKlWqQ+PG7fntt0ns3HmAly8jC9WO0kRw8G2AHBfaUaMG4efnTnj4NRISEjl2zCPHudLT07M9vnLlZhwdO1K9euOCMVpGFpKSknIUYJBRshGLjsg2PzI4efIcSkpKVK2ad5n97EgVpXEn8h5D7Pvg63IKNSVVlp1fz2qvzcxolbcyAR8ff4TCZKZNG1sgtmWHl5cfu3cfYsSIKVnOTZ++EHv7+oXqLObE94Qp8kJ8fAJz567g5Mm9fPgQw/nz3gAkCBPxDr9Kf8fu7Nv3N8HBt5l6Yj6fk+Ppsn0Qjqs74nLsx88vBUnZsmVJSEgo0ntmx8fETwzcOzZTDebis2tovKoDjqs70nX7IN58LDxxuSZNGvH6xcNCm19G8aRAVqUuQ2YSdvc2UVFxBTHdfwINjbJs2fIH+/b9zbVrN3Ic963M8wFLe5Q0ymLc3LHQ7bt8+Qr6+jUlP1eubELjxnb4+p5i0qSRmJqacOtWKHPnLsfGxgkdHQvMzOxo3rzrP80eTxIdnfui8f8K9+6FIScn98OFVlFRkRYtHPH3D8pxrpCQ+1SrZoalpRl37z6QRGunTBmNn587nz/LVKIKC6EwBWNjQ2mbUWTc3bqbY43acbRRW+5u+QuApNg4PLsM5Ejdlnh2GUhy3EcpW1kwSDMlsijITl3w0KHjtGrVPdO41NRUqlVryJEjJ1FRUebkyTMAdOjQl1u3QiXjXr58RaNG2ffgyo4KmgZU0DSgnkltADrVakNI5H1exLzCcU1HrJc48frjW5qudebdp6jvzrVu3Z9Uq2aWpUauIBk1aiqOjg2Iiopm//6vdcG3boXy5Mlz1qyRXm19TsIUeWHFio04O7elWrWqrFo1j1mzlpCUlIyakipP5wexeO5MWrRwoHXrnsw0m8i9//nhN8kdv0nuRaorEBMTx9OnL9DW1i6ye+ZERg1m4NRz+Lm4Y6FflXFOw7g62QO/Se60rtGMFRc3Ftr9+/ftTPznOOaPaMHqaT3ZvdIFd9fVPL6Xc0N3GSWfAnHYqts6oK5RjknTCqax8H+FLl3a0by5A716/UZqamq2Y7KVeT58stBsEolENGvWha5dB1OxohF//70TgKCg29SrVxsrK0smTBjO/v1bCA6+wKtXd4iKeoC7uyuDBvVGS0uTy5evMmHCLMzMGqCnV53q1RvTrl1vZsxYzJkzXsVih0xaPH36AoFA8MOFNj09ncDAW1SubJLtuW3b9vDuXRQtWzpSpUolbG1rsWjRGtLS0gBISkrOMQInI/+kpaVhYlJR2mYUCTH3H/FwzxE6ex2jq587L8958/HJc+6s2YZRE3t63LiIURN77qzZJm1TC4wS3kUmV3yrLtijR2ciI9/y8uUryXlvb3+qV69Geno6ycnJOa5ReUVfozxGWoaEv38KgO/jAKyNahA+7zohM70JmelNBU0DfCaeQF/j+5GrgIBg+vX7tUDsyo41a7YRGxuLq+sWBg/uzdixM7CxcWLfvr+ZPHkuVlaWmJtXKbT754YMYYqVKzfj6XkREGdZ1KzpIPmCrzVsGV/z5v1BWFg4p09fYPLk0QDUqlWD5s0dWLfuax85gUDAwYPbGTVqIMOHT2bTpl1F/hrv3LlHrVpN0NTUKHIVzn+TUYPZ3068waGkoISmqgYaKl9Vg+OFichReB8iNatXYf7i+dhYV0dVMY1Xj29x5fQ+Vv3+K1FvIgrtvjKki1xeHurk5OTSt3i+yPbc2cOb8Dy4jjevQyRKNTJ+jFAoxMysAQ4ODThwYGuW809PnOGVly9NNohTTsMPHed90G0ar5oPwCFrJ5wvuxWI6MidO/dwcnIGYM+eDXTq1AaAR4+e0KCB+PuIiNuoq5fJ1XwJCQn4+l7Dz+8at26F8uzZS6KjY0hJSUVZWQk9PV2qVq1M3bo2NG/eGDu7Oigo5EsHp9hjZtaAT58+8f79AwBevXpD+/Z9WLp0FiEh99m79wg6OtqkpqZSo4YFGzcuQ1VVhdGjp3L1ahBly6qTmJhIvXq1mTNnMkZG4ijPp0+fmTNnOZcvX0VbWxMVFRW6dm3PcCn3biqNJCQkYGRkQ1TUg1L/foV/PoMu+dFk/RIAbv2xEYGSEo9cj9Le3RU1Az0S3r7ndMd+dA86L2Vr84+lpT09enRmwYJp0jalUDA2tuHIkR2MHj2VI0d2SOpoZ81aQvnyX8WKRo+eSsOG9fj11w6YmtalYkVjbty4QIcOfVm4cDq2trUAcYStZ8/hBAR45tqG0Mj7jD86C2FqCqY6FdnUYxlaapqS89ZLnLg8wQ2dMjmva76+ATg7D+Tt27uFEmFLSkrC1LQuw4cPkLwXXryIYPr0hVy86Etqahrnzh3Bzs62wO6ZmppKeno6ioqKBTZnQbJp0y5mz17G/v1baNu2cFtLLF26jtWrtyISiRCJRDRt2gg3t91Sr9UOjbzPxGOzsdCryt03YdQ2tmJp5/9RRkmNhWdWc+jGcTRUyuI+ch+66kUrTGVZszk6BlUYt2hvkd5XRv4Y1a4S6enpP/TwC8xhS0tLY0IXC2b8bzqTJ5TMPmPS4sqVa3TqNIB9+zbTvn3LTOfeB9/Gd9wMnL3ckFdVwXf0NHRtrSQyzwXlsA0cOJZTp84BEBkZkqmJ6cOHj2nYUNyo0tGxIadO7cvXvWJi4vDy8uXq1UBCQ+/z4kUkcXFxpKWJUFNTxcBAj2rVqlCnjg3NmjWmTh1rqX9I5wahUIiCgsJ3bdXTq8GePRsKfbGTUXg8fPiYRo3aERPz6MeDSwGxDx9zoe8oOp0/goKKCp7OA9CtXYvHh08w4MVNybi9pnUZ8Dzn9O6SgqWlPb16OTNv3lRpm1IolC9fHXX1Mri7u2JlZSk5fvNmCBMn/g9f31MkJydjZdWEoKDzaGlp0q/faM6c8WLQoF48fPiYd++iUFERi6GkpKQgJyfIk8NWEHTvPpSIiNdcu3YmX/P4+gYwePB4Pn+OZ/ToQcyZMwWBQECPHsMICrrNkyeBWT7ThUIhwcG3sbe3y9e9/03NmuKMCXd31wKdtyCZOPF/uLoepUuXdohEIj5+/MyECcNwdGyU77mHDXNBVVUFgUDAvn1/M2uWC02bNkJHR/un2xb8iOTkZOTl5XO9+XYrIpRfNnbn7JhD1DOpzfSTCymrrM6sNi6SMasvbSU5JZkZrScUis05ceDwWcaOmsDKv0NQU5P1CS0p5NZhK7DtYXl5+a8S/zKHLU84ODSkV68uDBs2kfDwa5kaf+Yk83x32x5C1v9J4rsPuDl0xPiXppId8Lzw7NkL6tQRO4l//DGPYcP6Zhlz5owXGhplefHNw1l+KFdOi+7dO9G9e+YeLhERkVy86EtAQDAPHjzi2rWbLFu2HpFIRJkyahga6mNuXoW6dW1wcrLH1rZWsXLk9PVr0qqVE4cP/5nt+aSkJFJSUmjUqH4RWyajIHn58tV/IrKWgbaFGTYThnOmyyAUy6hRrqYlAgV5aZtVaEizcXZR8K264LJlX0Uj6tSxJj4+gfDwpzx69IR69WqjpSWOemloqDN69GA2b/4LLS1Njhz5k7p1xbVwGRG2oiY8/ClNm9p/d8yLFxHs3n2IyZNHZWmonZCQQP/+Y7l8+QotWjjSsGE9VqzYyO7dhxkwoAcXL/ri4eGgeg8hAAAgAElEQVSa7RqjpKT0Q2ct/P1Thrh+fWB/ERPBjNYT6FW3C0NcJ/AyNhITbSP+6rceLTVN0tPTef36LePHD8vDb6HoWbt2EcnJydy4EUJ8fDyvX7/7p54vMN9zHzvmgaamBsnJQjZvXl4kfV+rVrWjc+c2bNq0PFfjs6vBXHs5czr4r7Yd6bnztyJ32Pr0bMP0aZoc3TafAS4ri/TeMgqfAn3q+HXEXGb0s8P36i2aNC64NIH/Ahs3LsXLyxdn50FcvJi54XHdGROoOyPzH77ViIFYjRiYr3vOmrWEzZvFAgJPngRSrlz2xbwBAcFUqlS4ipQAFSsaMXhwbwYP7p3p+LNnL7hwwZfAwJs8eBCOv38QS5asQSRKp0yZMhga6mFhUZW6dWvTvLkDtWoVnMR9miiNZuu6YKipz+EhfzLuyAxuvbpLeno6ZuVN2dRzOerKZSTqjytWzMlxrps3xenC2fVWk1FyePXqDUpKxTNlqbCw6N8di/7imo2gBasoU8EAVT1dEt6+l6REqpYvHX3pSrtKZIa6oLPzQFat2sLkyV97nnXt2h43t9M8fPiEbt06ZLquXj0bPDz20759HwYOHIu/vycaGtLbxU9MTKJcOS3u3g1DU1ODihUzN9s+cMCN8eNnoqiowMaNO+nXrzvLl89GSUmJhIQEzM0boqKigoeHq8T5GjNmMKNHT2Pjxp04O7fNVwTNXK8Kfv/0mE0TpVFjoQPtrVqx5tI2mpjZ49J8BGsubWPN5W3Mbz+Vo0fFY3/7rfinsW/Z8gcxMXHUqtUEOztbAgNvERHxOsv/QW4RCoUsXboOgBs3LqBTyH1lvyU+PgEVFZVcj/+2BtNcrwq+jwOw0DfjSdRzqpY3BeDsPS+q6UmntnH46N9Yt3ItfcYt+09tLP4XKNBVSaucHhWryCT+fwaBQMCpU/u4dSu00It6o6Ki0dY2Z/Pmv3BxGUlsbHiOzhpAWNhjrK1z7gdW2FSuXInhw/uzY8carl714PnzG0RHPyIw8ByzZ7tgbV2DZ89esm7dNpo164KOjgUVK9bGzq41/fuPZt267YSE3P9hz7vs2Oq3h2p6X3ulLe40kyuT3Lk62QNjrQr8eVWcuvLLL+KH2UqVchaiuH79VpZdXhkljzdv3qGqmvsFvjSQGBUNwJeI1zz3OE/VXztg0qY54QePAxB+8DgmpSbNt3RH2CBndcFu3Tpw5MhJ/PwCsk3bbtSoHvXq1SYpSUj16o1xcnJm2DCXn/pszS9JScno6urQtetgrK2bUrlyXfr2HYWPjz+DBo1j7NjpjBo1iDdv7rJo0QyOHfOgYkVb5sxZzqRJc1BSUiQ8/Fomp0xFRYVdu9bx+nUIu3atKzBbfcL9MdUxwUTbiDP3vehdTxw56l2vC573xEIhw4dPBihWWSM5Ia4p64yOTjnOnDmEvn55VqzY8MNr9u49TFTUB8mxyMg39Os3CiMja7Zv38eECb8VqbOWQdOmeUvnXNF5NsMPTqbxqg6Evn7A5OajmO/5B41WtqPxqg5cenSFpZ3/V0jWfp8Zk4ciJyfgzMH1Urm/jMKjwN3vLkNnsuF//YiKiqN8ea2Cnr5UY2FhxvTp45k7dznt2rUolJztTZt28b//iR3qO3e8MTExwtjYhlf/NGM9f96bGTMWceLEXvbvP0qZMmq8e/ceJ6evPb1WrtzMsWPuCATyCARyrFkjLsJOThYyd+7XXjWhofcZNsyF69fPFfjrADA3r4K5eRVG/CvS+PDhYy5d8iMw8BZhYY/x9b3G/Pni9AB19TIYGupjaWlG/fq2ODk1pkaNatkukpFxbzgf5s3kFqPY5Ct2ojOUoNLT00lMSUJOTrzoAHh4fL/u4O7dB+jp6eb7dcuQLu/ff6BMGTVpm1GkXBwwluTYWAQKitj/MRdlLU1sXEZwafAEHrr+jbpxBZrvLj0PCKXdYYOv6oLt2/dBR0ebdu1aYmlpjqqqKjY2Vjm+x5WUFDl0aBsHDrjx9u17AgNvEhv7kaioD5QvX3Sfb/HxCYSGPkAoFDJ69GBUVFQ4deosXbsORllZiRMn9tCkifhBfMSIgfz2W39WrtzMmjXbSEpKYs2aRTk6R3mJuOQGtzun6WYrjli+//wBAw09AAw09Ij6Ei1R9P3jj3kFet/ComvXQcTExBIa6otAIGDAgB6sWrWF+vVrM2BAzyzj79y5R48ew3j//gMuLnPo2LEVz569JDT0ARUqGLBq1fxsrytsMpRPra1rcOGCD4GBNwkMvEXjxvWZOnVcjtfVMqrB5QnHMx3bO3BTodqaG16+jMTd/RyqqsqcO7KJjv0nSdskGQVIgTts30r879slk/nPK7//PgZ393N06NBX8mFYUDx58pz//W8p3bt3Yvv2VVnOZ8g8u7n9JUltSExMIjlZSKtWTgAEBt7i/PnLeHufQFlZmejoGITCFLp160D37kMzOWzHjp3m1187Fpj9ucXCwgwLCzNGjRosOSYSiXj06AleXn4EBYkducuXrzJnjjhvXV29DBUqGGBhUZXatWvh6NiA9fd2ML/9VL4kx2eaf8zhaVwI88FC34xFHWdQr/YvADRu3OC7dj158rxIUktlFC5RUdFSTQWTBh3PHMxyTKWcNu1OytTIShoZm3MAxsaG3LlzOdP5K1fcs1yzefMKyfceHvsBqFdPXMMjFApp1Kgtdeq0xN/f86fT4vKKvLw8R4+6k5aWRpUqpgwd2ofZsydJon3/XjsFAgFTp45l0qSRnD17iQ4dWhWJncJUIWfuXWJO26yNtzM4fPgEAEOG9M5xTHFhzpzl+Pld5/Ll45QrJ96UnzlzImlpIiZOnM2pU+fYtm0lOjrlEIlEjB8/kwMH3GjYsC5BQedxdz/HwoWrMTY25OzZwwWqsplXAgLEfctsbTNHk6UR5csrYWHhuLufx98/iEePHvP+/QdSU9NQVy+DsXEFwsLCefn4LiZmVtI2VUYBUSgJrs2ch3Dm4HrS0pbIJP5/glOnXLG0bMSECbPYsKHg0kurVKmUoxS5v38QEybM4siRHZkie+HhT1BWVpI8oL57955y5bRRVhYrhH37waapqUFw8G3JQn7ihCfHjv1VYPbnB4FAgKWlOZaW5pmOi0Qi7t9/xKVLfgQH3+bRo6f4+ASwcM8q0o3SuTDdh7LVypBWI40Z4Ytp0KAOC3+ZwfruS5h6YgGHg07w5s27XDVPffPmHY6ODQvrJcooImJj42R1iKWYktq/sG7dlhw4sBULC7Miva+SkhLXr5+jaVNnGjRojY/PySLpTaauXoZevZxZuHB6JufsR5ucCgoKReasAVwM88XGqAZ6ZcXRR72yurz99B4DDT3efnpPeXUdRo0SK5IW93RINzcPNm7cyZYtf2Qpk5g9exLNmtkzbNgkqlVrSNOmjblz5y4JCUns3LmWLl3EzdX79v2Vvn0Lr3deXrh+Xaxq++FDGPLyxVNISSQSERx8h7NnL3H9+g3Cw58SHR2LSCRCS0uDypUr0bZtS1q1csLJyV7S4sKiRjPOH9vKsGmF18BbRtFSKA5bq19HcXr/WtZu2s/k8cW/gLa4oaWlwY4daxgwYCy//trxh0pYuUVOTi5bZy05WUjfvqNwd3eV9OTJ4MmT5xgY6El+btbMgRUrNlKv3i80bWpP167tJJGlbt064OZ2mnr1ahMUdIty5bSpWtW0QGwvLAQCAVZWlpnkrQHme67kQKAbqTYpfBbGI0xPZvfzg+zadQChUIi8vDxlqqqyp+phQKwAef/+IywtzXJcdOPiPlGnjnWhvyYZhUtc3Mcsfycy8seP0rLHjRMr523YsIN9+/5GXl4eeXl5xo4dgofHBV68iCA+PoEPH2IkUeyVK+fToEGdn7JHIJBeSuTHxE+M/3smD96GIycHG7ovw87Ulu1X9vKnvysKAnl+sXRiQYfMfeKePn3BlSvXi9xhA7ET5Od3itate+Lg0JGdO9fQrl3LQnNATp06R2xsHCNGDCz2Ts7R2x6SdEiANjWaczD4OC7NR3Aw+Dhta7RgAztyteknTTw8zjN8+BRGjBhIz56dsx3j4NCQsDB/Tp06x7x5K6hduxb79m1ETa14ppB7e/sDFBtnLTU1FR+fAC5c8CY4+DZPn74kLu4jcnJInqd69epC27YtaNCgznff+23atebYkWNFaL2MwqZQHDZ5eXkMKlbF1ydA5rD9JB06tKJjx1b06TOS8PBrhfqBl5PMM4ijQrVrfw2pq6uXwdv7BAEBwfj5XWPIkInMnTuFPn260bVrB1q37sGiRTNwczudRWWsJDG33RTmthOnsFx5cp0NPjs4tHI7z6JfUkFdX6xU6bWOG8F30NTUYPHitcycuYT09HTKlFFDT0+XypUrYW1dnUaN6tOwYV2EQiH29jJJ/5LO58/x6OqWDkXE4kZ2adkZ7Np1AG/vq1y8eBQNjbJ8/PgZT88LuLpuBuDKlets2LAjx7YaJYXpJxfRwqIJewZsRJgqJDElCb/H1/C858WVSe4oKygT9SU622vj4j4VsbVfEQgEXLjwN/36jWLQoHHIyytw8+ZFjIwMC/xekybNpkOHXzAxMSrwuQuSBGEi3uFXWdPtqzPm0mwEg10n4Br0N8ZaFWinLE7HGziw6Gu4ckNMTBy9e48gKOgWfft2Y+nSWT+8plOn1nTq1LoIrMsfV6/mvxXBzxIdHcPZs5fw8QkgNPQBERGviY+PR0FBHl1dHSwsqjJixADatm3xU6Jv0yYPY+/OnUS/i0BHP2cxNBklh0LT/ExOiEe3CAuQSyN//bWeatUa0q3bEM6cOVRo9/mezHNs7CcaNqyXaby8vDwODg1wcGhAjRrVOHjwOH36dMPY2BATE2OuXg3k1KlznD9/pNBslgbp6emMOjSVz8lfSE9PJz1NBLfg6dsgyU5XePhTfHz8uXkzlLCwcPbvP8bGjbskxc329u3R19elUiVjLCzMsLGxomHDuhga6kvzpcnIAwkJCejrl5e2GaWOnNKyM1i9eivu7vsk6dmammXp3btrodgiLdGRT0mf8X8axOae4tpaJQUllBSU2BVwgInNhqOsIE5FL6+e/YbBx4/Sc9gycHXdgkgkwty8IRs37srVA35euHLlGtHRsSxdKh0VvrygpqTK0/lBmY6VK6PNyRFfaz+1tcVp+sVR6Gb9+j9ZuHA1+vrl8fY+IVW16MLCyalgMpi+R1hYOJ6eFwkICJY0nhcKU1BRUaFCBX1q1rRg0KCetG3bssA2ISoY6qKprcv5o1vpPWZxgcwpQ7oUmsOWlPgFQ0O9Hw+UkSMCgYATJ/bStGlntm/fx/DhhRetzJB5bteuN3p6uvTv35309HSSk5Np06a5ZFx4+FMEAoEk1TE09AEVK379gOnWrQMzZy6mcmWTQtlZlQYOVRvgUFWc9nlu7GHJcW1tc+zt62dKS8hQrvw3q1ZtYcWKjQwb1pewsHCePXvJjRuhbNmyB6FQiJycHGpqqpQrp0WFCgaYmVXGysqSevVqU7u2layfSjEiMTG51Ly3iwvfS8sG+Pz5C1++xBeKcm5x4kV0BLrq5RhzeBp334RR29iKpZ3/x+OoZwQ8C2bR2dUoKyqzsMN06lTMml5dHBw2EK9dzZo1xtPzQoE7bPb2dhgbV6Bt217cvn252KdEfo+MeskNG5ZI2ZKsODh0ICzsMZMnj2LGjKJtAF2UNGlScA6bUCjEz+86Fy/6cuPGHZ4+fUFsbBwikQhNzbJUqlSR5s0dcXJqTMuWjoXe5qdpMyd8fS7IHLZSQqE9BQqTk6hoLHuoyS9WVpZMnjyKmTMX06ZN83zvvrx7F0XfviMxMjLEyakxHTr8Ijn3b5nnV6/EcvVduw6SjNm/fytTpy7g06dPyMsrUKWKCWvXLpKcd3Zuw4wZi1i+PHNqZWnj0KET//y7PVfjHz9+irGxQbYLn0gk4t69hwQG3uLu3Qc8fvxMEqWMj09AJBKhqKiIhkbZf6JzFbGwqIqNjRWNGtWTRXuKmJQUIcayz7YC5Xtp2SB+sC2qCIQ0NUdSRWncibzHcufZ1DOpzfSTC1l7aRupojTiEj9yYdxRbkaEMHjfBG7PuJTldxIX91FKlmdl1KhBuLmdJiEhoUBT+kUiEbVr18TD4wI+Pv40a+ZQYHMXNXv2iDcAi4sIRwapqancu/eQ4ODzVK1aWdrm5Mjdrbt5uOcI6aRjOaAHVqMGkxQbx6UhE/jyMhJ1EyNa/LUeZS3NHOf4mQhbTEwcPj7+XLsWzL17D3n+PIIPH2JITk5GXl4eXd1ymJtXYcCAHrRq5YSdna1UNhamTvmNU25H+fIpDnUNWZutkk6hOWypqUJMTYtG3re0M3PmRDw8ztOhQ19CQrzzNVf79n34+PETnz/Hc+GCD5MmzaFatSqSHjoZMs/R0TGMHz+LihUrEBLik2mO76U66urqEBX1IF82lgRGjfodDY2ylC2bux2y8PCnVKyYvaS/QCCgVq3q1KpVPdvz0dExBAbe4tYtcZrl8+cRBAffZvPm3f+KzmljZGRA5cqVMDevgrV1DWxta0mkl2UUDKmpabL2DAXM99KyATQ0yqKmpsrz5y8xNTUpEnukQQVNAypoGlDPRKy026lWG9Ze3oaRpgEda7VGTk6OuiY2COTkiI6PQfdfqZEfP36WhtnZUreuDSoqyuzZczhTi5X8cPjwSSZPngPIsWvXuhLtrAG4uIg3J4pbOqSHx4V/MmmKr7MWc/8RD/ccobPXMQRKipz9dSgVWzUjbM9hjJrYY+MygjtrtnFnzTbs5k/Ncv379+IG3t9L83zy5Bne3gEEB9/iwYNwIiPfEBf3kdTUNJSUlChXTotKlYxp1cqJBg3q4uRkX6w2UGtWr4KaugZex/+k88DfpW2OjHxSaA6bKC2NamalO32lKPHwOED16vZMmjSH1asX/NQcc+Ys58WLV9y96yv5UImMfEP79n2pWbMJmzcvl/RNGzBgLAoK8vj7ny6w11BaCAq6BYCv78lcXxMZ+RZn57Y/dT8dnXK0bduCtm1bZDknEom4ezeMoKDbhIbe5/HjZ1y/Hoyn50Xi4xNITU1FTk4OVVUVNDU10NPTxcTEiKpVTalZ0xJbWysqV65UotOKipKkpCQAWUpkIZBdWva3uLiMZMqU+ezatRYNjbJ8+vQZN7fTDBrUq4AtkV6ITV+jPEZahoS/f4q5XhV8HwdgoW9GZR0TfB8H4FC1AY+jniFMS0GnTNZeUcUpwgZQo4YFnp5e+XbY/P0DGTlyKpGRb+jRoxMbNiwtcWni1ao1JCEhEXPzKlSrVlWSOr9ly4ofXFm0pKamMn78TDp2LLrWBz9D3KMnlK9fGwU1VQAMG9fnucd5Xp7xor27KwDmvbtwumO/bB02X98AQBy9v3btBn5+17hz5y7h4U95+zaKz5/Ftepqaqro65encuVKNG/uiL19Pezt6xdb5ct/U79BQ274ecgctlJAoXziJSV8AcDE2KAwpv9PoqlVFv2RevwVdpBf/Ttw8NVxbr26S3p6OmblTdnUcznqymW+O8eVK9epV88m0w6QkZEht29fYsqUeQwfPpk//3Rl/PjfCAgI5vz5I4WeY10SadWqBwCVKuVeeSk29mOhSPoLBAKsrWvkuEuYkdpy585d7t9/xJMnz3ny5DnXrt3g06fPJCcLAXEvpbJly6CjU44KFQyoUqUS1aubY21dE2vr6qioqBS47SWRly8jc2yPISP//Dst+1uGDu1DfHw8LVp0Q0FBAUVFBcaMGVoodkgz4rGi82yGH5yMMDUFU52KbOqxDDUlVcYemUGjle1QUlBkS68V2dpY3By2z58/5zuNv1273ly7doPGje24cOHvYhXByAtVq1bm2rVgbt++y+3bdyXHe/Z0lqJVmRGJRPTpM5K0tDS2b18lbXO+i3Z1c4IXrSYpJhYFFRUiLvigW7sWie8/oPZPKyI1Az0So8SKqp8+fcbP7zoBAYGEhj7gxo0QAMqXr45AIEBDQ50KFQyoUcOCvn1/pWlTe2rVql7iNzMnThhCl869EQqTUFKSreMlGbm8NAmVk5NL3+L54ofjIp7cY+n49sTEPMqPbTK+YZPPLm69CsX3WgCJJ5K4GXqR8lpiFc5Zp5agq66DS/MR351j/fo/Wb58A5GRIdmev3UrlIEDxxIR8ZqmTRtx4sTebMf9l3n16g21ajXBw2M/jRvb5eoakUiEjo4FISE+WaTKiwMREa+5dSuUu3cfEB7+lIiISN6+jSIu7iOJiUmIRCLk5eUloij6+nqYmBhRubIJ5uZVqF69GtWqVZE07CzNXLzoS58+I3j/vvSn/f5XMTOzY/jwAUydOlbapuQJbW1ztLQ0efYsWNqmSKhcuS7jxg1j0qRRPx6cDRmfnfv2bSrSZtdFQYY6ZGxsuJQtEfPs2Qvat+9LTEwsBw9uKxHppg/3/c39Ha4ollFDy8IMBVUVwlyPIlg0naCg2zx48Ajnm6EsUJAnJSUVRUVFypXTwti4Ag8ehJOQkFBs1+WCRN+gFp0G/E6LLsOkbYqMbBjVrhLp6ek/3CUslG3iD29eIq+gWBhT/yeJjHvD+TBvJrcYxafEzwSfvs3QARM5dcqV9PR0ElOSyM2G8JAhvZk7dwUhIfezjcjY2tYiJMSHU6fO0bKlYyG8kuJLlSr1qVnTgl69nOnUqU2OtWktW3YDyLWzBnD3bhhycnLFdlGoWLECFStWyLFvzqdPn7l9+y6hoQ8ICwvnxYsIbt++i7f3Vb58iSc5WUh6ejoCgQAVFWXKllVHW1sLfX1djIwMMTUVO3Y1a1pQtappid6xjIx8859wTAuCW7dCOXrUncWLZ0rblDwhTdGR/FLcImzx8YlUqPDzmTYCgQAtLU3u3XtYqhw2kUgEUGyiWBs37mTu3BVYWVni7++JlpaGtE3Klri4T4SE3OP+/Yc8evSUFy9e8TY1leinL7ALukV0ahqNgd3TFqKqp4tlBUPkNTXYs3k5jo4NMmUMaWubU7GiUbFdlwsSq9p1uOZ1VOawlXAKxWGLjopESUm5MKb+TzLz1GLmt5/Kl+R45ARyHD++h+bNu9B6cQ+e/Z+98w5r8uzi8J0QQgh7y3SCOBBx4J5YB+5RZ92ral1trbNqHa2zVuuide+9rdaJo+6FmyEKiOy9QwjfH0iUT5yMEM19XbmEdzzvCeCb9zzPOb+fPJiKVhWY037ye8fR19dHLNYmICDwnY226mB4WZhkZ2djYWHKxYtXuXjxKt999+pnaWVlQY8enejZszMODrZERESxdOnHSeReuXJTberd88PQ0IDGjevRuHG9tx6TnJzMw4f+PH7sR0DAM4KDn/PiRQSXL9/g2LEzpKSkkpmZSXZ2NlpaWkgkEgwN9ZUrdvb2NpQrVxonp/JUqeKMrW2pEpnYvXgR/kWWhyakJTJm9xQehfsjEMCfX8/DvYwbf13cxN+XtiASavGVc1NmtZuoPGft2q1s3bpX7RI2KHkiEB9Cbl9fScLNzYUlS7zo2bPzJ49RoUJZLl68ysSJowsxMtXi5bURQNkzrkq6dRvE2bP/MWXKuDfEfoqT2Nh4Zel+QMBTnj0LITw8kpiYOJKSksnIyFB+fkiluhgbG2JnbET58mVo6V4Du2Onqb5mCbLjZ2hrZqoUHUmvXZ06+fR/Q/F4sJUEvh3Wl2+HfodCoSiRn6saPowiSdjio8PQ0VXfB9SSxPGHZzDXN6O6XVUuPrkKgKtrFUaPHsKKP9Zx89Ypll7/m/0+R+lT+93SwLlmjS1bNi2GyNUHgUDA1av/Kr9PSEjkwIFj7NhxgCtXbrBs2d8sW/a3cn+/ft0/anwfn/tYWLwpEPA5oa+vj7u7G+7ubu88LjY2nocPH/P4cQBPngQREvKcsLAIAgICOXDgGKmpaWRmZgIgEomQSnUxNDTAxMQIc3MzSpWyxM7OmtKl7ShXrgwVK1YoVhXMiIgo9PR0i+16JYVJB+fgUbExG/stRyaXkZaZzoWAK/zz4DQXvz+MjkiHqOSYPOekpKSqKNqCop5LbEZGhiUuYVu2bC716nly+/Y93Nxc8uwbO3Yq589fpkqVijRsWAdPz6/y7XerV68W27fvK66Qi4XMTDmtWzdX+cTA8eNnOHPmImfP7sfVtUqRXScqKhofnwfKPuqgoJz7fmxsXJ4qDZFIC6lUirGxIRYW5lSsWJ6yZR1wdnbCxaUSTk7l8vQPH27Tiwy/JwhFwdTxWoRtwzqkV3bizMCx+G7Zjb6dDc03LHtrXE2afBkJW5eOzRkxTMB174PUaf7pkycaVEuRJGxaIm2SE+OJi0/CxNigKC7xxXD12S2OPzzNycfnyMjMICkjmWHbfuCvmYv555/TdOzQj+V7fmPZuTXvTdgOH/4XqVRXIyTyHoyMDOnfvwf9+/dQbstVkrKwMHvHmfnj7/+0wI33nwumpsY0bFiXhg3rvvO4sLAIHj70w88vgICAZ4SFRRAZGU1QUDAnTyaTmppGRkYGWVk5pUUikRY6OhL09aUYGRlgamqCpaU5NjbWODjYUKaMA05O5Shd2r5AgiHR0bEfbOXwuZCYnsSlwOus7DEfALFIjFgkZt3lbYxrNgwdUU41hcX/ScwnJaUUe6yFhTrOQhsZGRASouoo8lKxYgWqVavMuHHTOHfulapuREQUmzfvplWrpgQGBuHtfZnJk+ciFmvTpEl9Zs+eRMWKFQC4e/cBaWnpqnoLRcKYMUMZM2aoSmN4+jSIb7+dQJs2HoWWrPn4PGDx4pWcP3/5DYsJkUiEnp4UY2MjLC3NqVKlImXL5ohbubhUwtGx3Ef/v2t/bPsb2ySmJngefHf/fVZWFsA7q0Y+J7S0hFRwrsL5f7ZoEjY1pkgSto79f+Lq6b008+jJnZsaWfiCMMPzR2Z4/gjAxSdX+fPcGrx6LSIwOlMv/5IAACAASURBVIijR7dSuUojpqz+9YNuPN7e/+HgoPGP+hQEAgH16tX6pHNDQ8Pw9GxRyBF93lhbW2FtbYWHx7t7KRUKBWFhEfj5PSEwMJigoBBevAgnMjIKf/9Abty4Q3JyKmlp6cjlcnJFlnR0xEgkOQlezgqeMRYWZlhZWWBra429vS1lythTvnwZDA1fTTrFxsZjYvJl+doFxYRgrm/KqJ0TuR/2mOp2Vfmt4zQCop5y+ekN5hz/HR1tHWa3m0QN+1dKqMnJ6pmwqWsPm/E7zIFVydKlc2nWrDO//voHZ85cYPLkcWzevAtra0u2b/9LeZxMJmPr1r38+eca6tZtg52dDVKphGfPnnP06FYVvoPPi1u3fJg0aQ43bvhQoUJZvLwWfvC5MpkMP79A/PwCePo0hODg5/j7B/LwoR8JCYl5jpVKdTExMSY2No7nz31K1CSIQqGgSZP6nzQBq670/eZrZk7/NEsoDSWDIknYhEIhP/1+gOlDmjBo+DTWec0pist8sWRnZzNix08kZSRjOdyMu/cfMrPTmz4j/8+jR/7UrOlaDBFqeJ3Y2Pg3yoE0FA5CoRBbW2tsba1p1uz9x0+fPp8NG3awdOlcQkJCCQ0NJyIikujoWPz8nnDjhg/JySmkp6eTmSlXigOIRFqIxWIyMmRkZWXRsGE7DA0NMTExwsTECAsLMywtzSlVKifRtLe3wdraqkQ9pHwqckUWPqEPmN/pZ2o5VGfSwdn8ccYLuSKL+LQETo7ew62QuwzcPJY7k88oy7xSUtQzYQM+SMSppFFShSJcXatQrVplli79mzJl7OnefQi1arkiFGrlOU4sFjNwYC8GDuxFUFAI06b9xuPHAVy7dvyjLFQ0vElWVhbjx09n8+ZdAOjqSti/fwNNmtRHoVDw9GnQyzL1nHLFFy9y7osxMXEkJiaRmpqGTCZDochGIBAgFmsjleZMdllbW9KtW3tMTY0ZM2ZIngqeBQuW4+W1qcTdB7W1tTlwYONb99vZufL8uQ8AJ054M3nyHA4c2MTWrXvYtGkXZmYmZGTIaNiwDosWzUQoFNKuXR9mz56k/KwPDn5Ojx7DOHRoMy1adOPEiV1KS4offpiBnZ0N48e/W9m7MBk2uCs/T5nOw5vnqVyzcbFdV0PhUWRmQqaWtgyZtAKvucNp1rQefXu1LapLfTE0LF+HhuXrAPDvdzuV27t1G8SA3qPx97/yTgW72Nh4nJ0rFHmcGl6hUChIT0+nQYPaqg5FAzkljRYWZnTu7PlBxysUCkJDwwkMDCIoKJjAwCAiIqJITk4hPj6RkJBQHj3yIyUllfT0DDIyMpDL5cpSTYFAgJaWEG1tbXR0dNDVlaCrK0FPT4q+vh4GBvoYGeUkfmZmppiZmSqTP2trS6ysLFQucmJjVAobo1LUcqgOQAeX1vxx1gtbo1K0d2mFQCCgpoMrQoGAmJRYzF+WRqrrCpu69bBlZGTg5bWJI0dOqjqUt+LtfUD59Q8/zGDdum0IBALkcnm+JcqlS9uzefPK4gzxs0Mul7Nz5wHGj5+u7AsGEIu10dfXo3fvb/OUlYvF2kgkEgwMcsSgLCzMcXZ2xMHBTikI5eRU7qPuR4aG+kqvT3Xk3LlLTJw4i3371ivVJEeMGMDo0UNQKBR4evbmv/+u0ajR20v8LSzMGDt2KD//PI+//lqMj88Drly5ibf3tOJ6GwBoa4uwL1OOMwfWahI2NaVI3V+r129F03b9GDvqe3buOsz8X3+iSqVyRXnJL5Jt21bj5FSXnj2Hs2/f+rcel5KSSqVKTsUYmQY/vycIBALNDHEJISoq+qNWIoRCodL2AD6u3yE9PZ2QkBe8eBH+ciUvisjIaBISEklISCQxMYmIiCgCA4NIS0snPT2djAwZmZmZyOVZyj6L3Di0tLTQ1hYhEokQi3MSQIkk5yWVSl/2p0oxMNBHXz8nETQ2NsTIyBBTUxNMTY0xNzdVbvtQewIrQwtsja3xjwzE0bIc5wMuU9GqAmXNHDgfcJmG5esQEPUUWVYmZnqvxHXUN2FTDwYNGsf+/erXcrB48S9IJDqsXLmerVv30L9/T1WHpNYoFAoePvTj9OnzXL9+G1/fJ4SFReQR/RGJRJQvX1pZBZBb8u3oWA5nZ8ciW51t27YlkyfPRSaTqZ0dyqVL1xk7diq7dq2hbNnSb+yXyTLJyMj4oJ/dgAE92bFjPxcuXGH27N9ZsGA62trFb33VuWsHVi9fXezX1VA4FGnCBtBjxCysHRw5ufcvGtZvhbmVDYOG9OPHsf3R1i7yy38RiMVi9uxZR8uW3dm2bR+9e3d54xiFQkFmZuY75fw1FD7//XcdqfTLUxUsqcTExGFmZlIs15JIJDg6lsPR8dMnqRQKBTExsYSFRRIZGUVkZAxxcfHKpC8pKYXk5GSSklJITU0jJiaW9PQM0tLSkclkyGQyMjPlylU/hUKh7OPLRSAQIBAIEAqFLxPDnORQJNJCJMpJELNNs2nk0x60QEemQ/nQMtzWvssT2yBWH9+AlkBEbUV1Jk+eg1QqRU9PSnx8Tk/Lvn1H0NXVRSwWo60tQltbG7FYW/mvjo4YkejVNolEjFgsLpA4TEERCEpWCVd+7N9/lLp1a/Hrr1Nwc3Nh0aIVzJ37h6rD+iDmzp2Cl9dGrKwsVR1KiSU5OZmYmDiio2OJj08kLi6e+PgEEhKSePTIj0eP/Hj+PIykpGQADAz0sbOzxtW1CsOH9+Orr5qofKJQLNZGKBRw8uR52rZVnz7ujAwZffqM4PDhLTg5lc+zb9WqDezadZCQkBe0aNEYF5f3P1MJhUIWL/6FDh360aZN84/ycS1MPJrVY+mi3zXy/mpKsXwiNm7bl8Zt+xIVFsL+9XP5fcESFs9bRK269fltzk+4Va9YHGF81tSqVZ0RIwYwbtxUPDwaKWulc8l9eLK1tVZFeF8sd+8+KLYEQcP7SUhIxNnZUdVhfDBCoRALC3MsLMwLddzcUt2EhCQSE5NISkomJSWVpKRkkpNTSE5OISUllZSUHMGW1NQ00tLSSUtLIz09nTSdDGQyGTZ+VmRkyJDJMvGTBfIg0xe5XK58AYwcOYns7JxEMefFy6QxWynw8f9J5NvI7Y97/V+B4FXSCQKEQsFr37+b/K6blpaOr2/AB8WjSuLi/IGcVfwePYZy4oS3agP6CEJCXpCVpaBFiy+jNEuhUODj84BLl65z5859/P0DiYiIIiMjA5lMTlaWHLk8C4VCoeybzSV3IkUk0kJLS4RYLMLMzJSKFcvTvXtHPDwaU7myU4l6AD927DSzZy/m8eMArKwsqFChjKpD+ii0tUW4u7uxZctu5s37Oc++3JLIzMxM+vcfzd69R+jatV2+95vXt7m4VKZSJUcGD+5T5PG/jSlT52Pt4Fii/lY0fDjFOoVpYW3PsCmrUSgUXDq5i5N7VtO8WTtMza3o278PUyYORaxZdftk5s6dwvHjp2nXrg/Xr59QdTj5sqNaU7T19RBoCRGKRHQ6u5/Tg8aS4B8IgCwhCbGRAV0uHFZxpIWDn98T7O01kv4lhaSkZEqV0szqC4XCl2WUUqytrYrkGiYmjhgY6BMcfPuTzpfL5chkMtLTc8pEZbJMZLIMMjPlL7/OWT3MzMx8uS13NTHn2MxMOUJhfg9Rbz6svH7cDz/MwMio5NrRZGZmsn79diZOnJ1nu4tLJZYunauiqD4OsTinHOz/k5OShEwmIyQklODgUJ4/D1Nai0RHxxAbG0d8fCJJSTkWIzkTFFkvV7JfJV4KRbZyUkAgEKCvr4elpTllyzrQoIE7pqYmGBkZYGxshImJMcbGhpibm2JmZqK29juXLl2jT58R1KtXi5Mnd6ul0JlQKGT9+mV06tSfxYtX5Wsorq2tjYdHIy5duk7Xru0wNTUmPj5BuT8uLuGNydrc5FsVhEfE8MDnJt/NerflgYaSi0qyI6FQSMNWPWnYqidx0WHsX/cbq5av5M8lS6le2505syZQzz1HaSfeP5Azg8Yqz00KCqHm5LGkvIgg+N+zCLW1MSzrQOMV89AxKpkqWcXJkSPbqFatKT//PI/Zsycpt4tEWu84q3hpe3gzErNXvS4e65Yqv74y7TfEhur5QZUfz5+H8dVXTVQdhoaXpKama1aZixF9fb1PPje3HFMqlRZiRO/nl18Wlbh+m5CQF4wbN5UzZy7m2f799yMYN26Y2nkDWllZIBQKuXHjDvXrF095mFwu58EDX27c8OH+/UeEhoYRF5dAYmISyckpL1ePM5DJMpX9ozmiQVovBTlyekUNDPQwMjLEzs4GMzMTzMxMMDAwQE9PFz09vZdiQnro6+tjaGjwUljIII89yOfMsGE/0qhRHQ4e3KzqUAqEVKrLzp1/4enZC0tLc/r2/TrP/uzsbK5du42LSyUAGjSow65dh2jatAECgYDt2/fRqFEdVYSeL6PHz8bAxEIjOKLGqHw5y8TcmkE/5TjRXzu7n+M7V+DZqitGJmb07NOT6VOGK1dbFFlZbK/ckNJtW5IQEEjtGT8iFIm4NmMBPr+vxv2X90vbf+5YW1vx+++zGDt2Kp06tVHObuU301zSyM7O5un+f/A8pN43+teJjY2jevXCMSXVUHBksgxKl9aseBYXBUnYVIVCoVCJIMC7+OabEdy9+xA3Nxd+/XUqdevWVHVIBcbAQJ+LF68VKGGbNWsx69ZtJS0tg8zMTExNjVm4cCZ37z7A1/cJQUHPiYyMIjExCZksE4FAgFSqi6mpMaamJhgbG+HgYIu5uSlWVhbY2JTCxqYUpUvbYW1tVeIS95LOhg07CQuL4OzZfaoOpVAwMTFm9+51tG3bW7laltvDJpfLqVy5orLEccCAHvj7B9KwYXsEAgFublWZPv1HVYavJD1DxtkT/9Jt2HRVh6KhAKg8YXsd92adcW/WmcT4aA6sn8f6v9eyY+sOnvj/h5aWkBfnLmFQxgEDB1sMHF49dFnWrs7Tg8dVGHnJom/fr9m79zDdug3C3/8qIpGIW7fufVBPR5EjEHCsy0AQCKg0oCfOA14phIVfuo6upTlG5cuoLr5CRKFQkJqaRr16Gkn/koJcnkXZsg6qDuOzJjs7m6tXbwGQmpqm4mg+npyErUR9NHLu3EFVh1BopKam0qFDP5KSkqlTp0aBxrp58w5GRoYsWzaZMmXs6dFjKN9+OwEjI0OsrMwpV86B1q2b4+ZWldq13d7o7dZQMORyOWPHTiUiIgotLS3On79M795dCr3ntrjJ9WADsLOzxsfnLACeni2YNGlMvueIxWIWLpzxznGPHFGNAfzU6UsRaYtp3LavSq6voXAoWZ9KLzE0Nqff+EV0Hz6Tn3rXYPDwaWxY8yuB+45Svmu7N4733bKHcp01Pm+vs2vXGipUqEOfPiPYufNvJkyYibu7m6rDov3xHehZW5EWFcOxzgMwciyH9UvFpCd7j1Aun9+vuvLkyTMAyn8mCai6k5aWRnZ2No0adXjphaaHoaE+JibGmJmZYGlpgbW1FXZ21tjb21K+fGnMzEw1DdofQHBwKG3a9OTFi/A822Uy9fNgUigUmpWVIuLs2Yv07TsKXV0Jly4dpWLFgvmCWlpaEBYWSYcOrQB49Oi/wghTwwcQGhpGs2ZdSEtLw8mpHApFNnXq1GTx4l9UHZqG/2Pblm00aNVT81mm5pTIhC0XiVSf/t//ztr533GxfxeCjp2h1v8tMd9etBKhSESF7h1UFGXJRCwWs3Pn37Rt25v585fh7/+Uq1dVvwqp91LgQNfCjNLtviLq1l2sG7ijkMt5duQEnc/uV3GEhcflyzmS/pqbZMkgKOg5AoGARYtmEhoaTlhYBFFR0cTExOHr+4QbN3xeGmCnI5NlKgURhEIh2toiJBKJsk/F0FAfIyMjTEyMMDc3VfobWVtbYmeX49umasPr4uTGjTu8eBGOh0cjRo0aRNOmDTA1daJGjWqqDu2jKYkrbOqOTCajf//v+Pdfb9q1+4p165a+17ZBoVAQFxdPWFgkERFRREVFEx0dS0xMLHFxCcTHJ3Dr1l1kssx3jqOh8Dl//jJffz2EsmUdOHPm9Hv7TO+v3oDvxl1kk41zv+5UHTGQ9Lh4zgwaS3JwKPoOtnisX4aOsdEHx+AfGcigLa/0DYJiQ5jcaiw9a3Zm0JaxBMeF4mBiy/pvlmEs/fBxPzdW/b0bWXoaHQdOVHUoGgpIif9Uqtm4HRf+2cLMnkP43r06UstXS+1+2/cRcuIsngc2lYxyvxJGvXq1GDSoN/Pm/Um1apUL5AdVGGSmpJKtUCA20CczJZXQMxdx++k7AEK9L2HsWA69z0gQ4s6dB5iaaiT9SwpPngShrS2id++uH3xOTEwsT58GExz8nJCQF4SFRRAdHUtsbDzx8fGEhISSkpJCamo6GRk5fTRZWa+8zrS0hIhEOV5jOat6uujr66Ovn5v0GWJsbISZmSnm5qZYWJhhaWlBqVKWlCploTYrPV26tKVLl5wqh+Dg50yd+isACQlJqgzrk1AospUqhhoKzpYtexg9ejIADRq4k5WloHPnAUorifeZxgsEAqUnYK5hvK6uBKlUFysrS42oUxETGxvPxImzWLJkFvr6+ixb9jczZy6kc2dP1q59v+9f7EM/fDfuouPpvQjF2hzvNhj7ls14vHEnto3r4zp+OD5LvPBZ4vVROgSOluW48H2OvkGWIovKsxvStmpLlpzxonGF+oxvPpwlZ7xYctaLX9p+ufoGixcuo1qdFojFX84E4udKiU/YAEbOXMeNblU4m5iO58ttIafOc3fpX7Q9shWRxpj4rSxaNJP167fTr9/X7z+4iEmLiubUN6MAUGTJKd+1PfYvfXgC9x3Jt9xVnfHze4Kd3eeTgKo7wcEh6OjofNQ5ZmammJmZUqtW9Y86Ty6XExYWyfPnLwgLC1euEsTExBIbG0dSUgphYZEEBDwjNTVHne7VA6s8j9x5rgeTSCRCR0eMvr4eZ8/ux+w1pVVVkZWVxfHjZ1i+fB1Xrtx4Y7+5ufpNWOSssKlHopwfMpmMhIREEhOTiI9PJDk5JY+/XlZWFrq6EnR1dZX/SqV5Xzlqh9JCMS/PTd6tra0ID48kMTEJfX09rKwsMDIyxMTECFPTHLVFc3MzrKwsKFXKAisri2JXCNWQl4cP/fjqq26kp2dw8eJVateuztGjJ5k9exKjRg36oDHi/Z5gUbu68jnNukFtnh05QfCx07Q9vAUAx16dOdr+m08Wjjvnf4kyZg44mNhy7OFpDn+bM26vWp1pv/qbLzZhO+V9jZjoCH78ffb7D9ZQ4lGLhE0bAVV0dJl56yYdL92hYf3qXP7pF7IyZBzrPAAAy1rVabhE80eZH9ra2piYGKs6DAzLONDlYv7+ak1WLijmaIqekJBQmjZtoOowNLwkNDQMPb3ieQAUiUTY2+eURn4qcrmcqKgYwsNzS8JiiI6OZdasRURERKssYYuNjaNataakpKTm2e7kVI5RowbTvXtHJBIdTEwccXCwU0mMBSEzM5M1a7bw779nEAhyjbiFr32d+xLm+T7HY+nVPoHgle9Srk+cXC7P4xmXlZWlTNJzfbxyV5hyPL0UZGVlvfZSKL2+cr9XKF6Zkr/Oq7gECIVaaGkJ0dLSQiAQoFAoXjv3lV9YfuPkN55AIERLS8i0ad+/98E9JSWFw4c307Bh3UL7HWkoeo4ePUX//t9Rt25Ntm1bTY0aLThxwpuDBzd91O/SpJIjN+b8TnpsHCKJhJCT5zCv7kJaZDTSl56Y0lKWpEXFfHKs+3yO0tUtZ8I3MimaUoY545YytCQq+dPHVXcmTpxDWafqGJsVjdemhuJFLRI2gUQXo70PKTO5N716DeXO7dN0v3Va1WGpDWKxNhERUaoO44sjOjqWatU0kv4lhbCwSAzVyONPJBJhbW31hrH1rFmLsLJSnQpbXFwCKSmp9OjRiVGjBuLiUlm5LykpmQ0btrN8+TqAEm1A/TZEIhFxcfHo6kryJDG5L4UiG8jve/4v6cnZplBkvyyNzVkl1dLSUnrMaWvnrJrq6ekhFovQ1tZWlv5pa2sjFovR1hYhFosRi8VIpRL09KTo6+uhp6eHkVGOz5eBQY7nl5GRARKJpFD6ZhUKBTKZjJSUVFJS0khNzSlfTEtLIzU1jaNHTzFz5kL69OmGsXH+HqgPH/qRlaXA3b1gapAaipfly9cyffp8+vfvwZKXE+GPH/+HXC7/6N5ck4oVcB07jGOdB6CtJ8W0ijPCQvSFlcllHHtwhultSoaEfknB/0kIgX6PmfTHIVWHoqGQKNaEbfWsoQydshIt0af1B4yYsYbpQ5pQoXwtbEuXpX//3oz7ro+mQfw9mJqa8OCBr6rDKHLs7FyVcrwnTngzefIcDhzYxNate9i0aZfSR8XDozEzZ06gXbs+zJ49CTc3lzzj3Lzpw4wZCwgLi1CW7syYMYEqVSp+VDxpaenUr1+rcN6chgITHR1TIlaaC0J6ejqASt9H+fJliIvzB+Du3QcMG/YDu3e/+VDw1VdNGDnyw8qmShJlythTurQ9W7euUnUoKkUoFCKRSJBIJJiZvbm/RYsm/PvvWfr1G8mhQ1vyHcPLa6PGz0wN+eMPL7p376BM1uCVkf2nULHv11R8aTx9fdZi9GxKoWtpTmp4JNJSlqSGR6Jrkc8f2Qdw6vF5XG0rY2mQM4llaWBOeGIkpQwtCU+MxEL/08ZVd74bMxPzUvaUdlI/4ScN+VOs8nU+V06wddnkTz5fLJEyb8t1Jvy+H2OL0iz4bQGlSlWlQZPu7D3w8Studnauyq9PnPCmZs0WhIS8YN68Zfz555p8zzly5AQmJo74+T1Rbrt9+x716nkqJayfPg2ievVmJCaWjIZ7W9tSSon5wqJDh74MHJi/H4mqOXfuEhMnzmLPnrXKkrQRIwZw4cJhLlw4zMyZE956bmRkNAMHjuXnn3/g5s1TnDt3kPHjv+XZs+CPiuHp0yCys7MLLFutofCIiYnD3Fy9P7xzV8pVqTzq4/MAExNHTEwcadKkE7t3H0Iq1WXChFH4+l4mLs6fuDh/du1ao5bG2U5O5QkICFR1GGqBrq4O0dGxb91/+vQFmjXTlIWrE2FhEchkmWRmygttzNxyx+SQFzw7coLy3drh0Lo5/ttzVKH9t+/HoY3HJ429584RZTkkQOvKzdl+I2fc7Tf206byp42rziQkJnP98kU6DdAoQ35OFOunfo2Gnlw+tbvA45RzduO7WRv486A/gyb9SUq6gqGDR2JVyoX2nb/l+q2HHzVefg/4b2Pv3iPUrVuLffuOKre5ublQv35t/vxzLQATJvzCtGnfY2hYMsqBKleuSFDQ80Ids2PH1hw4cIzo6JJVH37p0nXGjp3Kzp1/U7Zs6Y8+/++/N9OrV+c8hq716tWibduvPmqcy5dvFlppkobCITExSe2NcyMiolX+N2VsbEiLFk3YunU1MTG+xMX5Exp6lylTxmFpqd6GuQA1a7oSFhap6jBKPKNGTeT58zD279+Y736FQsGLF+H07du9mCPT8KmsWLEOF5cmWFlZMGfOp0+u/z+n+n3HnrqtOdFrOPUXzkDH2AjX8cMJ9f6PXTVbEOr9H67jh3/0uKmyNLz9/6Nd1VbKbeObDcfb/z9qzm+Bt/9/jG/+8eOqO+MnzEOqb0jNxp+XkNuXTrHWEg6Y8Ae3Lv6D9+ENNG0/oFDGrNmwLTUbtkUuk3H28AYuHttKS4+OXLp8gkrOZd97fu4D/q5da977gJ+cnMLVq7c4dGgzvXt/m8fxfvr0H2jSpCMikRaZmXK6dWtf4PdWWDRt2oCNG3cW6piDB/fhxx9nUr16c2UZoqrJyJDRp88IDh/egpNT+Tz7Vq3awK5dBwGYOfMnPDwa5TvG48f+9OrVpcCx3L59D1NT9S6/+9xITk7B1raUqsMoEFFRMYgKsf/jUyhd2p7du/OvQPgcaNSoLj//PE/VYZRo9u07wvbt+9m2bfVbJ0Fu374HgLu7W3GGpuET6d//O44cOcnEiaP56aXdTmHR/tj2N7ZJTE3wPLipQONKxboE/nI9zzZTPRMODi/YuOpMVpaCIwcO0LrHaFWHoqGQKdapWm1tHcys7Ni5akahjy0Si/mq6zB+WXMOkbaYu/cD3ntO7gP+li2r3njAz4+jR0/h4dGIChXKYmxshI/PA+U+IyNDxo4dxqxZi1m0aGZB3kqh06xZfTIzM4mJeXvpyqewe/daUlJS8fcvGeVD2toi3N3d2LLlzVXc10si35as5UeLFl2pU6cVkyZ9nAKpn18AtkXoKRfvH8i+Ru2Vr40O1bm/aj035y1jW+WGyu0hJ7yLLAZ1Iy0tHXt7W1WHUSBiY+MKRWpdw9upWtWZ7Oxsnjx5qupQSiQhIS8YPnwCgwf3oXXr5m897siRE5iZmah8RVjD+9m9+xCHD5/gyJGthZ6saSheZsxZSXZ2Nq17jFJ1KBoKmWK/k/64aB8AfncvF9k1RNo6BIe8eO9x73rAz4+9ew8rzWG7dm3Lnj15JepPnTqPpaU5vr7vTxaLE6lUikSiw6FD/xbquC1eeqi5u7d6z5HvJyTkBePGTVP2xowY8fG+KUKhkPXrl3Hr1j0WL/40wQBnZ8c8ifipU3uZMmXcR/cjBgWF4uj4/hXeT8XYsRxdLhymy4XDdPI+gEhXl9JtWwJQdcQA5T77lk2LLAZ1QybLpGxZB1WHUSBiY+M0Ag5FjFAoRCrVxdu76D6j1JmOHftSoUJZFi5898Tr5cs3PmgiVINqWb58LSNG/MTgwX2oV0/9RLLepkUAsGPHfurV86RevTbUrdtaqU0wcuRPHDx4THnevXsPadSoPY0atads2Vq4ujajUaP2dO06sHjfTAEICHyOe71OrFi6jFZfj9RMlHyGFPtUba4fxJJJPVn1T9AnjfH8uITNcgAAIABJREFU6SOundnPtbP7SYh91WuQO56ORJcXYRHvHSf3Ab9Tp/4sXryKH34Y8dZjY2PjuHDhCo8e+SMQCMjKykIgEDBr1kQEAgHHj58hMTGJPXvW0bfvSJo3b4S0BBl6u7pWYcuW3Qwc2KtQx71w4TCNGrXnwoUrNGr04d4sUVExLF36FytWrMuzXSrVZcqUcQwZ0ueT4pFKddm58y88PXthaWlO374fZxg+ZMg3tGjRjebNGyn72NLS0j86juKU9H9x7hIGZRwwcFDv1aOiRKHI8ZwqV66MqkMpEHFx8ejoaBK2osbKyoKbN30YPLi3qkMpUVy7dptnz0K4d++ccptCoSA+PpHIyCgiI6OJjo4hNjaeW7fuMWbMEBVGq+Fd3L//mN69v+XFi3DGjBnK9Ok/qDqkApGrRbBv33rs7W04efIcq1ZtYN++9VhbW5GensHOnQfyPdfFpTIXLuRMwA8b9gMdO7b+6L51VZGSmka/QRM5e+I4VnblmbbiOLZlnFUdloYiQCW1NRN+38/C7zsTExGCmZX9W49LS0nk9n/HuHpm/1tX5MpUdKNO807UbtpJuU2iq0fkB/qOfegD/sGDx+nRoxN//DFHua1t295cvnwDNzcXfv55Hps3r8DZ2RFPzxYsXryKn3/+/oNiKA6+/XYAQ4aMR6FQFOrMS9WqOTeGDh36KqW+8yMhIZEVK9axcOGKN/ZNmTKW4cP7F5pIi4mJMbt3r6Nt295KKf+30aPHUKUtRO3abmzY8Cfr1v3BzJkLCQuLwNzcDDMzk48uE0lNTS222crAfUcp3/VVc/HDv7fgv+MAFm5VqTNnMjrGRsUSR0kmV11R3fsK4+MTkUh0ivw691aux3fzLgQIMKnsROMV8xG9vO6ln2bht20vA0pI72pRULZsaR4/fvv97Etl7tzfyc7OpkaNFmRl5Rh755JrHi4SaaGtrU1mZib16tVWYbQa8uPs2YssXLiCK1duUqNGNU6f3oOFhXqLBeWnRbBkyWpmz56k9LGUSHTo37+HKsMsdH7+ZQWrl69AR1ePIZNXUqOhp6pD0lCEqCRhK+ecs3Ixb2wHFu64TXZ2NoGPbnLt7H6unTlAelryG+dI9Y1wb96ZOs06U9rJFYFA8NbxJXqGxMbEfXA8+T3gL1q0ktWrNyiPKVu2NOPG5VUb6tChFXv2HObUqfN4erbA2dkRgIkTR9O4cQd69+5C+fJlPjiOoqRDh1YIhUK2b99Hnz7dCnXshw8vUrlyQ7Zt20vv3l0BSElJ5e+/N/Prr0vJzMzMc/yYMUMZM2YIZmamhRrH6+IndnbW+PicBcDTs0W+xx85sjXf7bVru3H06LZPjiMk5AXZ2dnKZLYoyZLJCDp2hlrTc0xDKw3qjduEUQgEAm7M/YOr036j8XKNgMKTJ0/R0lKtWEdhkJCQiK5u0a7cp7wI54HXJrpdOYZIV8LpgWMI3HcEp95dibp9D1lCYpFevyRQrVoltmzZq+owShwLFszg6tWbmJqaYG5uhpWVOVZWFkil0jzHKRQKzM2dsbGxestIGoqT27fv8eefazhxwpvU1DSqVnVm27bV7+xBVBfeJjb26JE/rq5VVRhZ0bF73yl++H4KqSnJtPp6BG37jNeUQH4BqKx7ve+4BWz+4ydGeL6pzFjJrRHuzTtTvV4rJFL9jx7b1MKGWze82b3vFF93yf9hHd79gP+6AuTbGD68f77bDQz0uX37zEdGXbQIhUJq1qyGl9emQk/YrK2tcHIqx6hRk5g69Tfi4xPy7B8y5BvGjx+OjY16K/R9KFeu3EBHR6dYbqDPT53H3LUy0pdy6tLXZNWd+3fnRI9hRR6DOhAU9PyzKCVMTExGT6/oS62z5XLk6ekItUXIU9OQlrJEkZXFtenzafb37zw7erLIY1Al9erVZvnyde8/8AujYsUKH+QtOWfOEsRiMY6O5YohKg35cf78ZaZPn8+jR/5kZmZiZ2fNqFGDGDt26BsJtjrzuhbBvHk/qzqcIuXugwD69h1NyLMnuNZrxcAflyCWfD6/Sw3vRmUJW/2WPXh0+yJmVva4N+uETWmnQht7wIQ/2LBwHMOHjGT+fGd27lhF+bKa/p5ff52Kh0dXbt++h5ubS6GOfebMfuzsXImPT6B37y5MmDCKMmXyCjykZ2bQdlVvMuQyshRyOri0ZnKrsbRZ2Yvk9JxV1eiUWGrYV2PrgE8TDSkJ3Lp1DxOT4ilDfLLnSJ5yyNTwSKSlLAF4duQkJpXe/H8VHR2DQCAo9BXOkkxwcCi6uhJVh1FgUlJSityMWs+mFC6jB7PDpQkiiQ62zRpi17wR91dvwKGNh/Lv63OmYUN35HI58fGJGBsbqjoctUIul7Ny5TpGjRqsUTRVESEhL+jadRBVqzqzaNFMevTo+NmKFb1NiyBHQOw+jRvXU3GEBScuPok+/b7n8sVz2JWtxC9rzmFh/fE+sxrUG5XeTQdP/PODjkuVJbDl1kReJPohEEDfGguJSwvn6KMlhCcFMLHZIUqbVFMeLxZLGDZ1NWEhAfw9Zzi1azajTYdOrPWag+QzmGX/VNzcXKhRw4Xhw3/k2rXCVYzU05O+s4cNQEck5uDwTejr6JGZlUmbFT1p4dyYYyNfebT02zgKzypvXxVVBx498isWvy95ahqh3v/RcMkry4FrMxYQc+8RCAQYONgq9507d4lOnfJfET58eAsNG9Yp8nhVSXh4JPr6H79aX9JISUnFwsKsSK+REZ9A0D+n6XHnDDpGhpweMAb/Hft5euA4bY9sKdJrlxSkUilisTYXL16hXbuWqg5HrRgwYDRaWlpMnTpO1aF8kSgUClq2/BpHx7KcPbtf1eEQFhbBzZs+PHjgi5/fE4KCnhMZGUVcXAKZmXKysxVkZ2ejUGSTnZ3zymXBguksX76OlSvnUb+++1uvkZ8Wwfjxw5kxYwE7dvyFlZUFGRkZbNiw462VUSWRrCwFP0xcwOYNG9EzMGbUL+upWquZqsPSoCLUYvpr191fqGzVhGF1VyNXyJDJ09DVNmRYXS+23Z7y1vOs7Ssw3es0187uZ/vyaZQufZxpM6YwekTPYoy+ZLF27R+4uXlw6tQ5WrRoUqzXFggE6OvkrA5kZsnJVMjz9CImpSdz/skVlvdQ756rkJDnuLvXKPLriKS69A3Maxra1GvRG8dVqdKIFy/CAdi1aw1NmtQjOzsbb+9L9Ow5jPbtv8He3pa7d72LPGZVER4e+VmslKSmpmFgUDjiPG8j1PsSBqXt0DXPSQzLtG/Jzd+WkZWezq4aOZMp8tQ0dtXwoPut00UaiyoxMTHm8uUbmoTtA4mNjadVq+4EBz9n8+aVmp4aFTF06PckJiZx9erxIr+WXC7n8eMAbt++x+PH/gQEPCU0NIyoqBgSE5PIyJCRnZ2NWKyNvr4+ZmYm2NiUolq1yjg5lcPS0hwdHQkSiQ46OtpIJBIkEgk6OmK6dRvEhAm/YGJiTIcO/di3b/07V8v+X4vA07MFUVHRLycqswEB33zzqh1k/PjpTJkyFwBbW2tOnPgwe6fiYu3Gg0yf+gsymYwO/SbQ6utvVR2SBhVT4hO2tMwkAqKv0r/mYgBEQjEisRip+MNLztybdaZWk47sXDWdGdNmsH37Pi6d31VUIZdoSpe2p3nzhowZM5WHDy8W+/WzFFk0/aMTT2OCGVy/D7Ucqiv3Hb1/kiYV6mEoKdoH0qImKiqWatUqqzoMACpVakB4eCQnTuyidm23PPtatWpGXJw/V6/eonXrHlSt2pj798+rKNKiJSYmDlPTdyuGqgPp6ekYGRVt4qlvZ03kjTvIU9PQ0pXw4txlXEYNpMqwfspjNti5ftbJGoC9vS337z9SdRjFzv3VG/DduItssnHu152qIwaSHhfPmUFjSQ4ORd/BFo/1y/Koz/r7B9KoUQcsLc24e/ccVlYWKnwHXy5yuZxDh47z+++zC011OT+ioqIZOvQHzp/PUe+WSHQwMjLE0tL85TNGI6pUcaZGDRfKly/zScl7795dOXv2IocObWbkyIl06TKAvXvX06RJ/TzHvU2LAKBPn2759uyvXLngrdf966/FHx1rYXLnjh+9+44kPDSE2k070nfsAkSfaTmrho+jxE+BRacEo69jxqabPzL3dBs23/yJDHnqR48jFArpNWoOs9ee5/F9H7zWfnkKYAqFgl9//YOLF6+Snp6hkhi0hFpc+P4wD6Zd4FbIXR6G+yn37blzhK7V273jbPUgJSW1WFbY3sfx42cID4/k1Kk9byRrr1OnTg3+/XcXoaFhnDp1/p1GpAANG7Zn8OC85U4jR/6kNBt1d2/F/Pmvyp1lMhmTJ8/Bza05NWp40KPH0DzjFQfx8QlYWam3dDVAerqsyPsjLWtVp2yH1uxv2ol99duSrVDg/JnJYX8IVapU5OnTEFWHUazEPvTDd+MuOp7eS5cLhwn+15uEJ8/wWeKFbeP6dL95CtvG9fFZ4pXnvHXrtqOvL+XOnbOaZE2FzJ27BC0tEX36dC2S8VNTUxk8eBzOzg0ICHjK3r3riI3148WLezx69B/nzh1k69ZVzJo1kR49OuLoWO6TV1onThyNr+8Txo6dxpo1S+jWrT1dugwk7AM8dnORy+XcuHGHVavWM3LkRFq27E6VKo2wsXHBxsaFnTsPflJsRUV6how2nt0RaOkwd+MlBk74Q5OsaVBS4hM2RXYWIfH3aVzuG6Z6HENHJOVf35WfPJ6ZlT0NWvVgxrRZZGbKCzHSks2aNVsoXboGS5f+zahRgwkIuKrSeIx0DWlYrg6nH+es6MSmxHEr5C4tK6l3fXZERBQKhQJX1+IxzX4XvXoNR09PSs2aru891t3dDZFIxNdfD1ZuyzUi3bNnLfb2NgD4+gagUCi4fPkGKSl5J05mzfqJCxcOc/78IbZv30dQUM7D7uzZv5OcnMKNGye5des0HTq0ok+fb1EoFBQXiYnJlPoMxDJkMlmxeMnVnDyWr6/9S9fL/9DUaxFaOnm93z5nD7ZcateuTnR0jKrDKFbi/Z5gUbs6IqkuQpEI6wa1eXbkBMHHTuPYqzMAjr06E/TPqTzn+foGULq0naYMUkVs27YPJ6d6LFu2hu+//7bQfw9yuZxJk2ZTunRNzp69yMqVC7h//zzNmjX8oPMT0hLpv+k73Be0os7CVlx7dhuAvy5uovaCltRb1IbpR+a/cV58fAIPHjwGYPXqRejoiDl79r88xyQnJ3P69AUWLFjOgAE5lkpOTnWxsqqMhUUlWrXqwa+/LuXy5evo6urQpo0H8+dPp3fvrowYMYFvvhlRrJ9F76LXN9+DQMjkP49hYm6t6nA0lDBKfEmksW4pjHWtKWuas0LgZuvJiQIkbAA9Rs7huvdBBn/7M5vW/lYYYZZYjh49xfjx04iNjadPn64sXDhDZWpR0ckxaGtpY6RrSFpmOt4BlxjbdCgAB+4eo1WlZki0i94UuCi5dOk6YrG4xKijfYyf3LFj2/nqqxzj+PyMSAH27DlMjx4d8fN7wrFjp+nWrf0b42Rk5KzeSqVSUlPT2Lp1L3funFH6oPXp040tW/bi7f0fzZs3Ksjb+2BSU9Ows1N/pdjMTPkXpe6pSho3rk9aWjpyubzE/H8uakwqOXJjzu+kx8YhkkgIOXkO8+oupEVGK9VBpaUsSYvKm8gGBz+nRo1q+Q2poYipX98TX98ndOjQiiVL5hR6r+7SpX8pKyamTRvP2LEfbxUz6eAcPCo2ZmO/5cjkMtIy07kQcIV/Hpzm4veH0RHpEJWc/+TI68mnkZEh8+cvY+lSLyIjY0hKSiYrKwuRSAsDA30sLS0oXdqO5s0bUr26C/Xq1Xrrim/fvl/TqVNrevQYRqVKDfjnn22UL1/2o99bYXHK+xrep0/w3ayNX8z9RsPHUeKnw4wklpjoWhOe9AQA38j/KGXoWKAxRSIRPUfO4cj+fTwNKt7SrOIkNTWVvn1HUrNmNQICrrF06VyVSvuGJ0bRfvU3NFjcjuZLu9DMsT6tK+cYd+67c/SzKIe8efNOsUn6vwtf3wCAj+qly12JS0/PoE+fEWzZsiqPESnA/v3/0LlzW7p2bcfevUfy7Js+fQGNGrWnSpVGdOnSDgsLMwIDg7Czs36jn8LNraoyxuIgIyOD0qXVP2HLypJjZqa+vXjvKrfdsGEH7u6tcHdvhYdHVy5fvqE8tl27Pty+fQ/ISQ5q1mzB6dMXALh50wdPz17Urt0Sd/dWjBkzhdTUtALHam9vg1Ao5NatewUeS10wqVgB17HDONZ5AMe7DcK0ijNC0bsN569cucnTp8F4eDQupig/jfurN7C3nid76rXh/qr1AAQeOMaeem1YY+pE1G31/D0HBgbj5bWI9euXFWqytm3bPsqVq8WcOUvo378nwcG3PylZS0xP4lLgdfq650wGikVijHQNWXd5G+OaDUNHlDNJa6Gfv/rt68Jkffp0w8TEmMqVKzJy5EB2715DSMhtoqIeExh4gytXjrFz59/MnPkTnTq1eW95bsOGdfH1vYS1tRV16rRmzRrVqOBmZSkY2G8kVWo0oUrN4hWD06A+qEUa38P1F9ZfH0uWIhNzPQf61lzEndDj7PSZQbIslhWXBmJnVJkxDTd/8Jh1W3Tl+K7ldO85kuuXDxRh9Kpj+fJ1SKW6bN/+l6pDAaCqjTPnxx/Kd9+REVuLOZqi4dGjgBJhEC6TyYC8H3YfikiUvxHprVt3MTMzxcHBFlvbUowePZn4+ASMX4oPzJr1Ex07tiE5OYVOnfpx9WozpFLdfGN4Xbq5OJDL5ZQvX6ZYr1kUZGUpsLRU/1683HLbffvWY29vw/HjZ9iwYQfHjm3HzMwUH58H9OkzgtOn9+Z56AoNDaNr10HMnj0ZD49GREZGM2DAGNau/QN3dzeys7M5dOg4yckpSKUFNxg3MNDn4sUruLu/vQf0c6Ni36+p2Dfn4fr6rMXo2ZRC19Jc6fGYGh6J7ktriSdPntKhQ188PT3o0aOjKsN+J6/35gnF2hzvNhj7ls0wqeRIi00ruDhefQ2XhUIBMlnmJ52bmZnJ48cBPHzoi6/vE549CyY4+DkPHvghk8no1KkNf/75a4GMtoNiQjDXN2XUzoncD3tMdbuq/NZxGgFRT7n89AZzjv+OjrYOs9tNoob9m6u0r39+TJs2nmnTxn9yLPmhr6+Pt/cBfvttKRMnzuLIkZPs2vV3sU5uDxw6hQxZBsN+9nr/wRq+WNQiYbM3rsLk5nln86vbtqa6besCjTtsqhezR7Zk74HTdO3kUaCxSiLbtu3Fw6N4Ss405BAc/Jzq1auqOgyqVq0EgJ/fkzdWyd7Gw4c5AjAikVa+RqR79x7B3z+QatWaApCUlMyhQ//Sr1/3POPo6+vRoEEdrly5wZAh3xAS8oKkpGQMDF75oPn4PKBDh4L9//1QUlNzeu3s7dV/hS07OxtLS/UWdciv3Hbp0r+ZNWuistzT1bUKvXp1Zs2aLUydmvOAFhERxYgRE5g6dTyenjn36zVrttCrV2dlQiUQCOjYsU2hxWpjY6Vc2ftSSIuKQdfCjOSQFzw7coIOJ3aRFBSC//b9uI4fjv/2/Ti08SAxMYmmTTvj4uLM5s0Fa1Moal7vzQOUvXmun7BiVNIQCoXKMvTXiYmJ4969hzx65EdAwDOCg58THh5JTEwciYlJpKenk5WlQCAQoKOjg4GBHkZGhgQEPMXOzpoLF44UyoqdXJGFT+gD5nf6mVoO1Zl0cDZ/nPFCrsgiPi2Bk6P3cCvkLgM3j+XO5DNvTPAJhR8/6fgpTJ48lpYtm9Kly0AqVqzP4cNbqFrVucive+3GA44c2MfgicsRiyVFfj0N6kuJL4ksSmxKO1G9XivGjZlIVlbJaDotLKKiogkKes7EiWNUHcoXRWRkNC4ulVQdhvJDr3fvD/du6dVruPLrXCPSPXsOsXnzbhQKBQcOHOPixcPcvevN3bvebN26+o2ySMhZzbp504eyZR3Q05PSq1dnpk37jaysLAB27NiPRKJD3bo1C/guP4zAwGAEAoHa9wXkJp7q7CeXkSHLt9z28WN/XF3zTnS4ubnw+LG/8vsRI35iyJC+dOr0KiF79MivSCdIypRx4NmzL0sp8lS/79hTtzUneg2n/sIZ6Bgb4Tp+OKHe/7GrZgtCvf/DdfxwTp++QHp6Bv/+W/ItckwqORJ+6TrpsXHIU9MIOXmOlNBwVYf1ySQnJ3P27EWWLPFCJpOxdOlf1Kr1FeXL16ZUqSqYmjpSoYI7X389mN9+W8aJE2eJjo7F3t6Wjh1b88svEzl8eCtBQbeIjfUjLOwefn5X0NOTYmZmyvXrJwrtPmNjVAobo1JKC58OLq3xCX2ArVEp2ru0QiAQUNPBFaFAQExK7BvnF6eQTc2arvj6XqJyZSeaNOnI77+vKtLrZWUp6NlzGOUr1aJmY/VvCdFQtKj3E0whMPDHJfzQw5UJUxbz+/wJqg6n0Fi0aCWmpiZUruyk6lC+KJKTU0qEpD/An3/+yujRUwgOfo6Dg907j336NIiQkFBWr17EDz9MB940IrWxscpT7lm/fm18fQMID48EcnrYFi1aSWZmJo0b16d9+1Yvt//A9OnzqV27JenpGZiZmXDixO5PKtf8FAIDg9DW1i6WaxUlERFRQPE+wBQ22tr5l9vmR3Z2dp6/kaZN67Nr1wF69+5SKOWOH4KWlhCFonjLd1VN+2Pb39gmMTXB8+CmPNscHGxRKBRqMRHyem+etp70g3rzVEV6ejoBAc8ICHhKcPBz/P0DCQwM4sWLcGJi4khJSX35c9dCT08PU1MTLC3NKVeuNGXLlsbJqTxVqzp/tP/Z6dMXuHv3Idev/4tEUngrPVaGFtgaW+MfGYijZTnOB1ymolUFypo5cD7gMg3L1yEg6imyrEzM9N4UVBIIivd+J5FIOHp0GytWrGP69PkcO3aGgwc3Fqgs9G2MmzCPpIQ4pnmdKfSxNXx+lPw7bREjlkjp0G8CG9fMY/KPQ7GwKHrJ7OJg//5jtG/fUtVhfFHExMSiUCioUcNF1aEA8M03XzN69BRcXZvh43P2rUnbs2fB1KjRAoAePTrm6UV53YjU07NFnvO0tLR4/PgS8G4jUh0dHebPn878+TlJR7dug9i58wADBvQs0Pv7UEJCQpFI1Ft9FHIM2bW01DdZg5xkM79y24oVK+Djc5/Gjespj/XxeUDFihWU348ZM5Rduw4yYMBotm1bjUgkwtnZkTt37r/xt1lYZGUp1P5nXlQ4OpZDoVCgUCjUYhIhv9684iAhIZGnT4Px93/C06chxMbGERYWQVRUjLI8MSUllfT0DORyuXKiQizWRiKRYGxshI2NFQ0auFOlSkXc3FyoXr1qoSZVAGPGTKFp0wZFopS4oOPPDNv+AzJ5JmXM7FnRfR5SsS7f7ZpMvUWeiEXarOq5IN9JvOKa2Pt/Ro0ahIdHI9q164OTU3327FlbqFUhjx4/ZeuGjfT6bi5SadGZnGv4fPjiEzaAr7oO48yBtXTv/R1nT6pGJagwefLkKVFR0UycOLpYrndv5Xp8N+9CgACTyk40XjEf0csH5Es/zcJv294vwrfpv/+uIxZrq1SJ8/+JjfXD1NQJV9dmVK3qzN6965WiFRERUXTpMpCHD32VxxY1VlYWXLhwuMiv8zrPn4ehr1/4s6PFTVRUjNIaQZ3JLbf19OyFpaU5fft+zZgxQ5k5cyF79qzF1NSEe/cesm3bPk6d2pPn3F9/ncqQIeMZPXoKK1fOZ+jQvnh4dKVly6bUqpVTcrVz50GaNq1fKAbOcrn8s/iZFwW5yq+hoeFKn8b8sLNz5fnL+/+JE95MnjyHAwc2sXXrHubP/5ObN09RrlxOL+PKleuZOvVXzpzZh5ubC9WqNUVfX0+ZNNevX5v586czcuRPHDhwDF/fy8re2EmTZuPltYmAgKv5Wl/k15v3MSgUCsLCIggKCiE4OJTQ0HDCwiKIjIwiJiaO+PgEEhOTSUlJIS0tg8zMTGUZeG5Cm52djbW1FcbGhpiamlClSkVsbKyws7OhTBkHypcvQ9myDsW+arljx37CwyM5f75ojKRdbCtzduz+N7b/1Xvxe89VVcIG4OzsyOPHl+jd+1s8PXsxduxQZswonEqszl0HY1vWmUZtehfKeBo+fzQJ20sGT1rB4gnd8L5wk6aNiqe3pqiYP385trbWWFtbFfm1Ul6E88BrE92uHEOkK+H0wDEE7juCU++uRN2+hywhschjKCncuuWDkVHxSPqnZ2bQdlVvMuQyshRyOri0ZnKrsQzd9j13nt9HJBRR06EaS7rOJi7OHy+vjUyaNIeKFf/H3nmHRXU1cfhlWTpSpQtiN1ZsRBEUe8Pee429a+y9BUuMvcZYk4gFUVAjNuy9l6gogoqASu+wu3x/EFaRrluAb9/n4Um499xz5iLcvXNm5jcNssy1cuUChg3rqxC7lUFoaBglShT9Hczw8PAikX6WH75Ot23btjkhIaG0atUTNTU19PX12Lp1VZZm52pqamzevIJevYYzb95yFi+ewY4da5g7dzmfPoUjEKjRoEE9mWUXqCJsuSMUqvPyZUCuDlsGXyuDAlSpUglPTx+mTh0DwNGj/1C5cvlM13l7783WAStTpjQnTpylZ8+OSCQSLl26gbV1zp95ZwaMJTkyEoFQg7pLZ/I69AP/rv+d8B1/khYXz6G2vYnW0+WMvR3R0THExcWTkJAojXxlNFdWV1eXRr/09HQxMNDH2NiI8uXLYGZWEisrC2xsLCld2hZ7e1ssLMwQCATcvHmP1q178uDB+UL3dzxnjjvOzo6FssejokRHckIoFHLgwO/s2ePB5Mnz8fW9wPHjf31Xjd/s+ev5GPaeX/belKGlKoo7heupoUTKV61LpRr1GTpkAq/8LyvbnO/in3/OMWzSIYbgAAAgAElEQVRYP4WtlyYSIUpKQqAhRJSQiK6lORKxmJvzltNk+2oCj59WmC3K5OnTF7m+MMgSLaEmR0fsQV9Lj1RxKm029qJ55UZ0r9WBbb3Tdy2H/TWJPTcOMNSpLyNGDGTEiIGkpqZy+fINBAIBTk71ikVtV158+hSBiUnRT3UOD48qVNHb7MgrPe7dF5H2L9NtAYYO7cvQodlvHPj4fG77oampiafnLun3jo61OJlN3ZUsEItFCASqCFtOaGpq5kuUJTtlUIB27Zpz4sRZpk4dQ2DgGwwMSqChkb/XkvRekN44Ozvi43MaMzNTgoNDWLToV2Ji4ggPjyAyMpqYmBji4xNITEwiJSUFkUgMPX6SChFpamqia2KMvr4eBgYlMC6hT5kydlhYlMTGxgobG2tKly5FmTJ2WfpJFgRHx1poaAjx8jpJt27t833d7t0edO3qhr6+3jevnRctW7qyf/8RGjZsx549G5TaQPprCku67YABPXF1daZ165788IMT+/Zt/iYV7qA3IWzZsJGOg6ZhYFT0W7SoUBwqh+0Lhs3awvQ+tVm64ndmTxumbHMKjEQioWXLHqSkpDBxomLkivWsLak+bij7qzdGqK2FTRNnSjV14fGWXdi1aYbuVzvkxZmgoLdUrSp/GWBIjzToa6V/gKeKRaRKRKipqdHyB1fpmDq2NXkfHZbpOg0NDZo0cVaIjYWFiIjIYtGDLTIyCi2twuuweXoeZ+jQiURG+uc9uIiQnwhbdinhYTfucHPectIkEjT09Gi0aTmGZUvnOk9RY/bsZSQlJVOvXs496iQSCcnJyfTqNZwlS2bw8OFTzp+/THh4JGfOXCQtLY3Q0A+0bt2TkJAwQI1Pn8Lp338UICAkJIyKFRsAaaSlfU6Py4h2AVSrlt6wW0NDA5FIxKlTfhgZGWBkZICdnQ1mZjWwsDDDxsYSW1sb7O1tsbW1UUqUq2LFcuzff6RADtvEiXM4evQfPD13So/99ddhnj17yaJF02Vi16ZNy5kyZSQDBoylXr1WuLm1YMuWlXIR2igoykyJ/Bo7OxseP77ITz9Npnv3oQwa1IvVqxcVaI6OnYdS0sqOlt3yr+CsQgWoHLZM6BsY4dphMBvWbChyDptIJMLFpQNv3rzjyhWf79oJLAjJUdEEnThLz/vn0DI04Oyg8fjvP8Jrr39o51P06wELwocPn+jZUzEOG4BYIsZ1TSdeh79hqFNfqWwyQKo4FY+7XvzSYY7C7CmsREfHYmFR9DcOoqNjZC40kONaiTGMPziLf0P9UVOD9d3dcbSvxbbLe9h+dR9CgTotKruyyO3zC+ODB08UYpsiEYvFudaw5ZQSfn/1Flr8uRnjSuV5+vuf3F+1kca5CPMUNZYu/Y1Nm9LrYQcPHk9iYhJJSUkkJ6eQmpqKSCRGIpGQlpausBkbG8fEiXPR0tJEQ0MDLS1NkpNTpKmFQUHviIuLp149B+LjE6hevSqlS5fi77+PMHLkQKysLDEw0MfIyBAjIwPWrNlKmzbNCAv7yJEjJ/j33xeEhj7GwaEp5897KjS1L7caPT09XcaN+/wu8eZNMEFB74B0JefDh70RCNQRCNT47bfFnDlzkeTkFObPnyq9xs2tBT4+6VkqaWlpuLh04MmTZ4wcOVCm91GuXBmuXDmOj48v48bNwt6+LvXqOdCrV2d69uyotOh+YYmwZSAQCNixYw1ubi0ZMWIqFy5c4Z9/PDAzyz1advnaA5YsXc+bwFcs3nFRQdaqKE6oHLavqNWwDX7HduY9sBCRlJRE/fptiIyM5ubNU9jYWCls7WC/q5QoXQqdkqYA2LdvyZ1f1iFOSuLAf8qDooREDtRuRo+7ZxVmlzKIjY2XNvBVBOoCdS5N9iY6MYZ+u0fzNPQFVSzT2zhM9VyAU5l6OJWtpzB7Civx8fHY2ChGEU6exMTEoqurGIdtxtElNKvUiN0DNpAiSiExNYlLL69z4slZLk/2Rkuoxce48EzXxMbGKcQ2RSIWS9DUzD1tOLuUcDU1NVL/+3mkxMSia6mYVGlFcfiwN4aGBtSqVR1Dw/RolrGxEaamxpQsaYq5uSnm5mZYWJhRpYozL15cp1OngbRq1USqDOruvg49PV2GDeuHo2MrmjRpyJ49G3Fz68u0aWOpVas6J06cZfjw/lkcMH19PXR1dejatT1r124jNVXE27fByvhRSMmuRu9r9PX1eP8+FF/f8/j6nsfPzwstLS3CwyNISUmla1c3uncfmslhy0ghXbx4tbQv2P7922jVqolc7sPNrSVt2zbn99//xMPjCFOnLmDixDl4e+/FyclRLmtmR0YPxsjIKIWtWRA6d26Lk1M92rTpRbVqjdi69ddMPSIBLl65x8pVW7l94zpJiQmYWZdmyM9rMbWwVZLVKooyKoftKwxNzJBIxMo2I9+IRCIcHJoiEom5e/eMwouG9UtZ8eH2fUQJiajraPP+wjWqjxlM1eEDpGN2lapZ7J21yMhoxGKxVKlOkRjqGOBc9kfOPrtIFcuKLPddz6f4CPZ23ahwWwojiYnJ2NnZKNuM7yYmJk4h/cdikmK5GnCLTT2XA6Ap1ERTqMkf1/5iYpPhaAnTFWDN9E0zXRcXFy932xSNWCzOtYYtp5Rwl7VLOdXjJ9R1tNAsoU8H34MKtFq+/P77PoKCglm1agGDB/fO1zXZKYNmoKOjzYIFP1O+fMHrpmxtrZk3byrLl69n0aK8FQflRU41el+jrq6Ovr4e+/d7YWJijJZW+t/Sl5/bhoYG3L59X/pZcuzYPwBSZ+3169sYGclX3EogEDB8eH+GD+8PQJcug+nXbwwvX96QW8QrJiaWsWNn4O3tm+l4ZGS0XNaTBRYWZty9e5ZJk+YwZMgEfHx86dOvD6vXbOf2jRskJydibm1Pi24jadpxCNq6+so2WUURRuWwfUUJw/SXEEWrg31rHcSjR//y4cMn3ry5i76+4h8G5nUdKNOhNUdcOyFQV8e0RhUqD+ypcDuUzfXrt9HQ0FBYytqnuHA01DUw1DEgMTUJv5dXmeD6E3tuHODsi0scHbGn0KWSKIvU1NRcX6KKCnFx8XIVHsggKPwtJfVNGOMxncchz3AoVY1fOs7h5cfXXHt9myX/rEZLQ4vFbjOobVsjk33FDYkk98+BbFPCPY4S6HOKVge2Y17XgYfrtnN9zi80WrdMgZbLnps37zF48HjCwj4waFAvBhbwOf+1MuiXdO3qluN17dv3l/4bVK1amS1bVmY6P3hwbx48eMKZMxeV8sxLTk6hb99ReHvvo2LFcpnObd68iwMHPkvlh4Z+wNGxNs+fv0IgUKNu3RY0buxEly5tadjwRyD9Z+HpeZy6dR24deseJibG/PnnFpyd3bh82Ufuzlp27Nu3kXLlfmT8+Fls2OAulzUOHfLG29sXa2sLpk0bR+/enbGwqJrlZ1oY+e23JbRp05yePYdz+LAPFqXK0rrnWJp2HIymtvLrAFUUD1QO21dk7IBEx8RhYvztsq0F4XvqIExNTUhLS1OKs5ZBnZkTqDNzQo7n/x96sN2+/QBDQ8VJx4fGfGS0xzTEEgmSNAmda7ahdZWmlJxeGVsja1quT9/Bbl+9JdNaKKYfX2Eko7FvcRAdiY+Px9zcNO+B34lIIuZB8BOWd5pLXTsHZhxdzJpzWxFJxEQlRnN63CHuvn3I4L0TuD/znFQUoDimREokEoTCnCNs2aWEh924Q8TjZ5j/FyEp27kd/3QfohB75cngweMpUUKfixePSiNCaWlpeHgcpVevTjlel5MyaE7Nzr9UBH340C/bMZu++hxMTU1FS0uDO3cUn8mhoSHE0bEW+/YdxN19bqZzo0YNylTDVqOGK507t2HWrKW8f/+Ia9duc+nSdYYMmcj8+VPp06crXbq40apVD5YsmYmn53G6dnWjatVKADRv3pWQkMcKvT8AXV1dNm78hWHDJjN8+ABq1Kgi8zWGDOnDkCFZe5IVJtGR3Ni0/SDqQiGLdlzExCzvNhcqVBQU1RZ8tqgREvpJoStm1EFIRKIC1UGULJm+U/mlapYKxfPvvy+y9IySJ9WsK3Nx0jGuTPHh2tQTUqfs0/Jn3Jt5jkuTvbk02fv/2lmD9Ka+gMJEeORJYmKiQu7D2tASa0NLqYhNh+qteRD8BBtDS9pXb4Wamhp17GoiUFMjPD5Cel1xjLDl1Tj7y5TwtLQ03l+4hnHl8qTExBH98jUAwX5XMCoCUYK8SaNJE+dM6Xtbtuxi1CjZNBL+HuLi4tHWln+6cHYIBAJ27lzH3buP+PXXzXmOb9euBampIu7de4Sz84/MnDmBFSvmcezYKSDdqbWzK8WVKzc5duyUtC5q8+YVJCUlk5iYJNf7yYkuXdyoV68WPXv+pND3jaLgr81bvImLZ88w8Ze/VM6aCrmhctiyQSAQEBoWnvdAGfFlHcRflZ3QNCiRqQ7ir6rOvDzgRc1spPozZHdjYorf7napUjWl/+/r60edOs15+/Y97u7rqFLFGReX9jRo0JYTJ9J3Vd3d17F+/e+Z5qhRw5Xw8AjevQuhZs0m0gLmqKhoatZswps3silUf/36DWWLmWx3cSAgIDDXCElRIjExWSHpUBYGZtgYWeH/IQCAiy+vUcmiPG2rNefiy2sAvPz4mhRxKqZ6n1/ei6PDlh5hyzkR5cuUcE+ndqRJJFQe2BOXtUs4M2Asns7t8ffwwlFG8uvyxv9DAC6r20u/7OY4sPnSTub6uPOhUTgeqUfot2s00YkxAMyatUyhG1U5ERsbj46OYtLRHzx4Iv3MySCjRu/QoWPs3Zt7vaKGhhBz85KsXbtdeuzRo3+xtf1cZ9u1qxuzZi2lTBk7qYhYr16dARg9epqsbqXAeHhsJyIiknnz5JMW+TXNmrnQpUs7haz1rXgeO8eG39bQY9RCyldVnCiLiv8/VCmR2SBQV+fDx0iFrSeLOojU1BSF2atoslPfykg1ef78JW3b9qF16+u5zlGqlBVDhvRm4cJVrFmzhAULVjJwYE+ZiVGEhX2gc+e2MplLhewICnpb6JtN55fk5BSF1a+s6DiX4X9PIUWUir2pLRt7uKOrqcPYAzNpsKotmkINNvdakSldqTimRKbXMufu8GeXEm7v1hJ7t5byNE0uVDAvy6XJ3kB625Aqi51pV60lLz8EsPukB8OG9yPZLIXV57bQp3wXIHMKo7KIj09AX18xtUKnT19g6dLfAHjwwE96PLcava+pVas6vr7nqV+/NerqQsqWtWPNmiU83rKL57sPUEIkwjQgiA4r5xPgdZK7y9cR9fwV/Ro7sc/rJDuVJGRtZGSAu/tcpk5dQJ8+3ahSpaJc1zt06A+5zv+9/PvsNcOHjKFBi+64ug3I+wIVKr4DlcOWDepCIeHhEXkPlBH/T3UQBSUv9a1KlcojFKoTHp63gz169GBcXTuzefNObty4w4oV82RmZ0xMnEIl/VXkjzdv3itEWVERpKSkYGysGIetuk0Vzk84kuX4tj45K/EV1whbXg5bceWC/1XsTe2wM7Yh1P8DcTHxjB07lItB1zj66B9at+4FUCjqQxMTEzEzU4xC8tSpo3Fza0GDBm2pWdOVOnVqkJqaioaGRp41ehk1eVOmjOLUqfNcvHhMuqEU8fQFz3cfoOPZwwg0NSjRbSgNGzshEYlovmcjlyfNpfWM8ey7cJX9+71yrRuUJ4MH98bDw4v27fvy/Pk1pTQgLwzExSXQvEU3SpWtQv+JK/O+QIWK70SVEpkNQqEmn/LhAMgKWdRBFMeXpQz1rX37NueoFHX79n0EAgElS6Z/WG/evAsXl/bSr9DQD9KxGhoaLFo0nVmzlrFs2WyZRV5iYmIRi8Uqh60QEhoaRokSxUNKOTU1Nc+eYMokPj5B2SbInLxSIuVJbinhOaV+AwQHh9Cnz0jq1GlOrVpNmTFjMSkpKZw9e0n6XCxVqib16rXExaU9I0dmX4Pm+eA4XWulqze6u6+jQoWyGBiUYN+tQzQp35CoqGhWrlwgn5svIImJSQpRUM2gcuUKREb6s27dMu7ceYi5eRXWrt2W7+vr1nVAQ0OIp+dx6bGoF68wq+eAUFcHgVCIVcN6BPr4YlypPEYVygKgpaWJlpam0usGvbx2k5KSSu/eI5Rqh7IQiyU4NeqKulCDqSsPK9scFf8nqBy2bFAXanDm1Gl27vwbP78rvHnzDrFYfr3ZvrcOwt7elp49s9a3FXW+VN/6mgzHbO7c5ezYsUaamjVq1CAuXfKWfn1dX3HmzAUsLc35919/mdl58+ZdhEKhtJ5QReEhLOwjhoaKUXuVNw0a1GPixLmMGvUzIpFI2eZkS3FxjjPIS9ZfEWSkhB86tCPHhswZpKWlMWDAWNq1a86dO2e4ffs08fEJLF68mmbNXKTPRQeHamzb9iuXLnlnkckHSBGlcPLJOTrVaINEIuHKlRv89FM/Vp3dhFAg5LZHuvLjsGF95XLPBSUpKZkSJXIX5IlOjGHgnrE4rmjFjytbcTPwHo+Cn9JifTdcVrenydrO3HlTMEXj/v27Ex7+nNatm7JgwUqMjStw+/b9fF1bqVJ5PDw+S/4b/1CB0Ku3SIqIRJSQyNvTF4j/TzTpS86e9QTg9eugAtkqS7S1tTl8eCdnz15iyZLflGaHsujeewIh794wc91xhMUk5V5F4ef/M5adBzp6Bjx59IjJkx9Jj2VEcUqXLkWlSuWpXLkCZcqUpkwZO+ztbb+74Pl76iB8fP7EwaEps2cvY+nSWd9lR2EiQ32rU6eB/PrrZqZMGSU997Vccn549Ogpfn5X8PU9SJs2vejSpZ1MCuZv3bpfLFQIiyMREZF51pMUFY4c2YWnpw/jx8/B29uXNWuW0K1be2WblYkSJRQX5VAEyoywQf4bMmdw8eI1tLQ06du3G5DeqHnp0lk4ODRl5swJ+U4PPvPsIjVtqmBeoiQHDx5DIpGgU1OHA9eP4jViDzYWNXByqvdd9yZLkpOT83wGzzi6hGaVGrF7wAZSRCkkpiYxeO94prUYR4vKjfH914/5x1fgM6pgNXkCgYC//97Kx4/hVKxYnxYtuqOrq8PTp5dz3Sxq164FmzZ9LkYzrlSemhOGc7LzIDT0dDGpWhlBNoJJGRL/bdr05tmzqwWyVZY4OtbC3X0us2cvxcPDi7//3kq1apWVZo+iWLh0C35nTjHhl/0Yl7RStjkq/o9QRdiyoWaDllStWYeOHVtTpUolDA1LIJFI+PDhE7du3WffvkPMmfMLffuOxMmpLdbW1bG3r03Dhm4MHDiOFSs2cOiQN3fuPCAiIpK0tDS52mtjY8XatUvZvHkX16/fketaiqYg6lu5kZaWxpQp81m2bDa2ttaMHz+MuXNlo3T19OlzLC3NZDKXCtkSFRWNhUXmf5tHm3ZyqEEbDjdoy7mhExElJRN84SpHGnfE06U93q17ER2gvN3r3OjSxY3AwNt06NCa4cOn0LJlD2JiYqXnJRIJFy5cZdKkuQqtw81AkWlpikAsVp7DlltKeE6p38+e+ePgUC3TWAODEpQqZUVAAX6nD933oWstN8LCPjJ3rjvlm5Rlvd92/hq8hVvX7gGwb9+m77xD2ZFXfWdMUixXA27R3zG9P6WmUBNDHQPU1NSITYqTjrE0+PYNPDMzUyIj/fHy2k1CQiL29nUYNWpajp//Q4b0JiYmlpCQMOmxSv270/nCUdxO/I2WsREGZe2zvXb58nmEhX0kNTX1m+2VBcOH9+fZs6tYWprTqFEHhg2bpNDo/+MtuzjcoC2HGrTh8eZ05zcpMooTnQdyoE5zTnQeSHJUtEzX3LB2PW79JlOpRn2ZzqtCRV6oHLZsKF2hOnoGpuzatZ4rV3wIDLxLcPBDrl49wZ9/bmHJkpn079+devUcMDc3QyAQEB0dy9Onzzl27B9++WUtP/00mebNu1GunCNWVtWpUsWZJk0607//GObOdWfbtr34+Phy+/Z9goNDvvvB26qVK+rqAq5evZnlXG61ENbW1fn4MTzT2LS0NFq37sXp0xekx48cOUG3bkOyzKcIMtS3Vq3axIkTZ75pjt27PShVypomTZwBGDq0L/7+AVy5cuO77QsICKJMGbvvnkeF7ImNjcfyi/6FGU3qO507QtdrJ0iTSAjw9OHKlPm4bvuVLpe8KdetPfdXbVSi1bkjFArZtGk5Fy8e482bd1SoUJ+hQydSu3YzzM1/oEuXwfz552GGDMm5mb28KG4pkWlpynPYcksJzyn1Oy0tLdtGwzkdz46ElET8/K8QeS+GqlVd0NHRJr5GArHJ8XTeNohOuwdCw/TncmEhNVWUq8MWFP6WkvomjPGYTqPfOjD+4CziUxJY1mE2844vp+oSF+b5LGde26nfbUvjxk5ERvozceII9u8/golJRY4ePZllnJlZSQwNDdi582/pscT/Povj3r4n0MeXct3csl1j+PD+APz888Lvtvd7MTU14fTpg+zatZ5//jmPvX1daU85efKlSEuXS968OeVH9KtAHvy2FZtGTvS4cwabRk48+G2rzNYM+xCBKDWFph3//wTgVCgfVUpkNpjblOXdm9eZjunq6vDDDxX44YcKWcaLxWKCg0N4/foNr1+/wd8/gH//fUFAwBtCQ8NITk4mJCSMkJAw7t9/nOO6JUroY2pqgrW1Bba2NpQta4eVlSVWVhZYWppjbW2BsbFRth+8bdv2xsbGismTR2UzczrZyeObmBizYcMOFi783NtFTU2N1asXMXjwOFxc6iMWi1myZDWHDu3I82eXX54/f0mlSuVzHfPu3ed6grzUtwBmzBif5ViGKtegQb0YNKiX9Li6ujp+fl4FNTtbQkM/0q5d0ZPw/n8gISExU38j+NykXqAhLFCT+sJGtWqVefr0MtOmLcLX1w9Hx1qsXLmAJk0acvXqTTp0GJCvvzNZUtwcNpFIjLa2cmpUcksJz4nKlStkeVmOiYklODg035tKupo6TLMaw6wZy5g8eRRz5kySnouOjsHevg4HD8rus0AWiEQijIxydiBFEjEPgp+wvNNc6to5MOPoYtac20pMUizL2s+iQ43WHHlwgvEHZuE1YrdMbJo/fyrTp4/D0bEVgwalfzbdv3+O0qVtpWPq1KnJiRNnmDVrIgBnBowlOTISgVADp5Xz0TIyJNDHl6vTF5H0KYJTPX/CtPoPtDm8kyZNGrJ7twdr1iyRib3fS4cOrWjbthmjRk1j0KBxuLj8yNGje+W23pciLYBUpOXNybO0894HQIXenTnevh+OC2XTu87L+zwamtpo6xav55yKooHKYcsGcyt7Poa8IVUkRiMfTXfV1dWxsyuFnV0pGjd2ynQuLS2NqKho3r8PIzT0AyEhobx/H0Zg4BuCgt4RGvqBT5/CiYmJIzY2/Ssw8A1wK8e1jIwMMTMzoXbtGmzY4M6cOb8QEPBG6pxkR061EP36deOvvzyZOHF4ph3TKlUq0qpVU9au3UZ8fAK9enXKVw1Ffjh82IdhwyYRGSk74Q9lEhMTi6Ojg7LNUJENycnJlC792WH7skm9UFsLmybOmZrUq+tooVlCnw6+355+q0gEAgGrVi3IctzZuT5VqlRk2LBJXLrkLZe1k5KSOXjwGJs2/cGzZy8BePEiQC5rKQuxWIK2tmIaMmdHRkp427a9MTcvSf/+3XMd37ixEwsXrmL//iP06tUZsVjM3Lnu9OnTJd/1a9u27WXWrGUsWPAz48f/lOncoEHjAGjevNG33ZCcEIvFudaqWhtaYm1oSV279Od0h+qtWXN+K9cD7+DecS4AnWq0YcJB2daAa2trMWxYX+bPXwGAg0NTatasiq/vATQ1NenVqxNjxsyQjm9/8u8sc+RUy75r13pKl67NiRNnctzEVDRCoZDt21czYcJwmjTplO+Nhm/B+IcK3F6ymqSISITa2rw9fYGSDtVJ/PAJ3f8izrqW5tKopSy4cOEaRiUtZTafChUFQeWwZYOmtg76hqb4B7ynSkXbvC/IBTU1NYyNjTA2NpIWC2eHSCQiLOzjf05dGCEhH3j3LpjAwLe8ffuesLCPREREkpSUTHh4BOHhETx79pL9+71IS0tj06blWFllHxXIqIXw9t6XpRZCT0+Xfv26smXLbmZ+JXoyffo4XF07oaGhwfnznjnaXmOZK/paeqirCRCqCzP1b1rv9zvzji/n5YIbmOqlS+/v3y+byFZhICEhAZFIhKNjbWWboiIbRCIx5cqVkX4viyb1RYXff/8NJ6d2XL58HWdn2dZbpDeg/5xqVK+eA7du3cfFpXjVdYjFYqU3Xi9IQ2Y1NTX27t3E1KnzWblyIxKJhBYtXJk7d3K+1jpy5AQzZixm/vypWZw1AD+/qwwY0OOb7kOeSCRpuf5sLAzMsDGywv9DABXMy3Lx5TUqWZQnKOItVwJu4lzuRy6+vEbZkvYyty3DWYuM9Oevvw4zZswMfvjBmVevbtK5c1tGjJjK9et3qF+/ToHmNTAoQbVqlbl27XahcdgyqFatMtOmjcPdfS2DBvXE1FT2PfLyK9IiS54+/Rfr0vJtFq5CRU6oHLYcsLQpw5N/A7/bYcsvQqEQGxsrbGxyVx2KiIikXr1WREREMmrUIJo2dSYmJpYuXbLPdYfMtRDu7nOznB8xYiAuLh0YMyZzXraeni6dO7dFT08XLS2tXO3yHrlX6pBl8C4qBD//K5QyyixFfebMBTQ0Cm8/qYJw69Z91NXVVSqRhZAMMY5SpT7/Tf0/NamvXLkCrVs3pX37/piZlcTV1YlRowZRq1b175571qwJDBnSJ5PMvLFxhWL3dyCRSNDRyf3ZJy8KkhL+ZXZFqVJW7N+fe08wH5/slRAXLlxJq1auWFiYYWxcAUfH2rRu3ZRWrZpw61a62MjKlfMLeityJy0tDTOzkrmOWdFxLsP/nkKKKBV7U1s29nCnbdXmzDy6BAXco8gAACAASURBVJFEjLZQkzXd5JNeuGBBet+0Pn260qtXZxITk4D0z/1SpazYvXt/gR02oMDR81Klakp/r3x9/Zg5cwleXnukf8fOzu2pVKkcO3asAWDq1AXcuHGH1NRUgoLeUb58mf+Oj+bUqfO0atWEjh3bZLvWzz+P4eDBY1Sp4sLSpTMZNqxfge8vLyr1706l/6LOtxb9ip61JTrmJUkI/YCupTkJoR/QMTOV2Xph74Op17SnzOZToaIgqBy2HDC3KcPzF4GAi7JNycSqVZuIiIikVCkr5s2birZ23i8TedVCGBoa0K1be3bs+CvbawWCb9OmmX1sKQvaTaPvrqwpEV26tPumOQsbN2/ew8BAlc9eGHn9+k2W398vm9Sr62jz/sI1Staqxuuj/xD98jWG5cvk2aS+KPHXX1t4/TqIjRt34ut7nkOHvNHW1sLBoRqdOrWlT5/O6OsX/PdXKBTy8mUAkybN5ezZi9LjNWr8IEvzlY5YLM5zs+pbsLOrRfPmjfnjjzUyn/tbefv2PUFB7/Dw2E50dCx6errcvHmXmzfvsmjRKuk4ZUccvyYhIb1he17P4eo2VTJlfwA0KFMXv4nyy/i4cyfdORo5cqD0mEAgQE/vc8/Oxo2dOHfustxsyI7s6tmfP3+JRCLh2rXbxMcnoKenK023fvPmHT17Ds/kIJ46dT7Pda5fP8m8ee5Mn76Ybdv24uGxTWalFZAu0qJjZioVaenge4DYoLf4/32EmpNG4P/3EezaNJPJWqmpIpIS46lRv5VM5lOhoqCoHLYcMLMpi//LQGWbkYmQkDC2bEkviB4/fni+nLUM8qqFGDNmME2bdv0mSV411OiyfTBqqDGofi8G1e/FiSdnsTK0oLp19i9wxcVhe/z4X8zNVZL+hZGAgCA0NDI/4r5sUi9QV8e0RhUqD+yJnrUlZwaMRU0gQNPIgEYbflGS1bKnTJnS/714LSApKYnduz04ePAYCxasYPr0RZiYGOHgUB03txbo6+sRH59IYmICCQlJxMcnkJiYRFRUFMHBITx8+C/R0TGZ5re2tmTMmCH07dsNQ8PiGGHLuYbN/0MAQ/Z9TiUPinjLzFYTeB8dxqmn59FQ16CMqR0be7pjqPO5J1dsbBxCOadvFZSlS1djaWkuFan5MsIXFPQWB4emXLx4TFnm5cinT5EA37yxKE/EYglVq1bO1ekfMqQPf/55mJSUFIU4wznVsx865E3Pnh158eIVJ0+elUmPR4FAwJIlsxgxYhC9ev1E3botGT9+GPPn//zdc0P2Ii01J43g3OAJPN93EP1S1jTdtU4ma/XqNxmhhiZmVorJulKh4mtUDlsOWNiU4dK9vHeQFImuri7W1hYEB4cybdpCbt++j7v7nHzLK+dWC2FqaoKbW+ZGnjmRkJBI1arO0u/7De/OzAkT+BgXTudtg6hgXpbVZzdx+KddWa7N6Dnj6uqU5VxRJCAgiLJlZbdjqEJ2vH0bnK1gxPc0qS/qaGtrM2LEQEaMSN/xDwp6y65d+zlz5iKzZy8jLS0NdXV11NXVEQrVUVcXIhaLiIiIks7RsWNrRo8egqNjLWXdhsKQSHIXHalgXpZLk9OjDmKJmCqLnWlXrSUvPwQwv81UhOpC5h9fwepzW1jYLrNSnbPzj3K1vaD4+Jxh9OhB2Z5r3z5dRr569cIXQf348VOhdNYgvbn05cu5py3WqlUdDQ0NPDyO5ikq873kVs9+5MgJPD138fJlANu375OJw5aBra01V64cZ9cuDyZPnoubW0vq1Pn+9kDZibRomxjT9uie7577S9p1HM71KxeZuCxrFpIKFYpC5bDlgLlNWd5/Je2vbAwNS3Dr1ml++WUtGzf+wYEDRzlx4gwrVsyjV6/OOfbZyW8txNKls1i6NLNKVnZS+RERL7Jdx0zfFLdqLbj66iZBEe9w+S39gf8+OpTGazpxdtxhaT+awpZW862Ehn6gZcsmyjZDRTYEB4cUu0bOsqZ0aVvmz/85zx3v1NRUunYdTFjYR3btWq8g65SPRJKW70yGC/5XsTe1w87YBjvjz8qk9ewcOProH+n3GY2UXVwKj8O2f/8RkpISmTx5ZJZzYrGYt2+DM7V+KUxERkahrl44Hbb8UrVqJfbvPyJ3hy2neva7dx9iamqCnZ0NNjaWjBs3k6ioaIyMcu5t9y0MGtQTD48jDBkygQcP/GQ6tzwQiyW0aDOQh/fu8POvR7CvqNgetCpUfEnRfsrJEVOLUkRFfCA2LknZpmRCR0ebRYumc/XqcRwcqhEXF8/o0dNp1qwrL168Urg98SkJxCbFSf//3IvL1LKtgf+CGzyc5cfDWX5YG1pyYaIXFgZmeHoeV7iN8iQ6Opa6dVUP8cJIWNhHhdcX5takfv3637OMNzWthItLe5yd29O4cUdu3LgLpNeMWFlVk55r2bIH/v7Kk8zX0NBgyZJZvHgRwNu37zOdS0pKYseOv4iKisnh6qJLWpok33L4ng+O07VWVvGnfbcO0bxSY+n3QUFvAbC3z19fNEWwcOEq2rRplm008d69RwCMGzdM0Wbli/DwKNTVi/bec69enbl796Hc18moZ7979xG//rpZevzwYR/8/QOoUcOVWrWaERsbJ7fm17t2refduxD27PGQy/yyolSpmji79uDR/bt0Hz6PP1aMJ+JDMADXzx5m0agWLBrZnIUjmnH6cLpi7u7VU7h7OfM7zsQu6VFpiUSCx5b5LBrVgsWjWuI+oT2fQt8o9qZUFGlUDlsOqKsLKWlRiqcv3ipkvRrLXHH6tR0uq9vTZG1nAOb6uOO4ohUNf3Wj367RRCd+fiGqVKk85855snHjcvT0dLl37xENGrRl/vwVUgUqRfAx9hNtNvXGeXV7mq/rSssfXGleOecePbdu3cdMhqpNyiQpKYnU1FQaNKinbFNUZMPHj+GYmOQugy4vMor6Dx3akUlJ8Wt0dLS5dMmby5e9mTdvaiZxB3t7O+m53r07s3r1FkWYniM1alTBxsaK2bOXAuDp6YOraydsbGowY8ZiKlVqwJEjJ5Rqo6xJj7Dl3YctRZTCySfn6FQjs2LeqrObEAqE9KjdQXrs0qUbADlmRCiaf/45R1jYR1avXpTt+bp1Hfj06VmhsfdroqKistSqFjUGDOhOcnIKN2/ek/taGfXshw4dY+/eg0gkEry8TnL5sjcPH/rx8KEff/65hcOHfeSyvoWFGf37d2fmzKXfVDOvCFJTRSQkJBLg/4I+437hjOd2xi3eg4m5DY9vneec1w7GL9nHvC1nmLX+ODp6BnnOeeeiN9HhYczZeIq5m30ZMXcbOnqyjWCqKN6oHLZcsChVlqfPFJcW6T1yL5cme0uVrJpUaMjVKce5MsWHcmb2rD6X+YVNTU2NPn268PChHz16dEQikbBu3XYcHJpw9uwlhdhsb2rH5cneXJ7szbWpJ5nabHSWMQ9n+WWS/O/aNecWBEWJu3cfoq4uwMgo74e1CsUTGRlFyZKy7/+TFxlF/R4e2wukiBYbG5djClL6OeX/no0f/xPHj5/B0rIaw4dPRUdHm0OH/iAs7Am9e3dm6NCJ9Oz5U64vYhKJhIkT5xAW9lFhdsfExLJgwQpat+5ZwGdjWr4ibGeeXaSmTRXMS3yWlv/7tie+T8+zrc+vmZydS5euF8R0uTNr1lIaNaqfqyy+unrhEkj5kqioGDQ1i3abGG1tbezsSrFlyy6FrJdRz75q1Sb++ecc1tYWWFt/bgjt5FSP589fEhr6Idd5Jk2aR9WqzlSt6kzLlvlP51y1agFqamr8+GMrnj7NvsRCWSQlp+BQpw1paWkMnPwrx/9aw5iFOzGzSn+WnzqwiS5DZ2Nkmt73VkNTG+fWvfOcNzriA4Ym5tJ6S+OSVuiVUDlsKvJP0d6WkjNm1mV48SJQaes3rfS5pcDXdRBfYmJizNatqxg8uDcjR04lKOgd3boNoWXLJqxZszjHhtrKorgoRF6/fuebJNFVKIbo6FgsLc0VumZuRf3ZkZiYhItLe5KTUwgN/cCxY3ul5wID3+Di0p64uHgSE5M4ffqQPE3PF8OG9eXs2Ys0adKQYcP6IRR+/ghZs2YJPXp0oGfP4ZQv/yOHDu2g7n+97b6kVaue3L59n4sXr3H37tlvsmPbtr2cOHE60zEdHW309PTQ19ejRAl9DAxKkJqaypEjJ3j1KhADA31Kl7ale/ehmJuX5OefxzJ4cK9cBSvS0shXH7ZD930ypUOeeXaRtee34TPqT3Q1Mzt8ly/fKODdyo+bN+8RGPiWI0d2KduUbyYqKgYtraJfE+3m1py//5ZfiwHIfz27uro6z55dlX5vZ1eKa9cyR883bVrxzXYIhUKuXPFh4MBxODu70bixEzt2rMHEJH8CavIiLi6BWnXbkBAfj0BdnT/Xz2TScg8sbctLx7wPek7pCjn3svTcsYyT+zdkOV6nkRurpnbj5ZNbVKrpxI9NO2Nbrppc7kNF8UQVYcsFc5uyvHwVqJC1MqTxXdd0Ytf1/VnOf10HkR3169fh1i1f5s6djIaGEF/f89Sq1ZTNm3ciFovlZXq+yaixy+4lrijy+PEzLCxyb9aqQnnEx8dn2jVWBF8W9eeHjJTImzdPcejQH4wa9bNUlCIjJfLevXMsWzabSZPmyNP0fCEQCPDw2M7IkYMyOWsZODk58urVTWrXrkGLFt0pX96RYcMm8eDBEwC6dh3Cw4dPOXXqAMHBIUyZkn0T5qioGCQSSZbjZ85coFKlBsyatZT4+ESSkpJJSkomMTGZkJAPPHr0FD+/Kxw65M2WLbvYvn0fZcrYcfr0QQID73LhwlH8/a/TsKEjM2Ysxs6uFosXr852LUgXCNHV1c32XAYJKYn4+V/Brdrn/kzTvBYSmxxP522DcFndnkmHPws8hISEYWdXKtc5FcXkyXOpXbs6pUsXXany2NhYufTKUzRjxgwlIiJSqqRc3Cld2hY/Py+8vHbz/PlLKlb8kcmT5yktTTIyKpbqDs1JTkpm8R+XUBdqUPaHOlw9VbBauy5DZzF7w0npVwbGJa1YsP0cHQdOQ00gYM3MPjy7r9j+eyqKNqoIWy5Y2JTh9vnDClnrnzH7sTK0yCSN37CsI5B9HUROaGhoMHnyKLp168D48TO5cOEas2YtY+fO/WzduopatXLeGZI3GfUthbUWoqAEBAQV6Red4k5SUrLCX4zzalKfG46OtQgPj+TTp4gs59q0acbYsTNkaarc0NTUxNNzJ2/fvmfjxh2cOHEGV9dOaGlpIhaL8fU9SK1a1dmyZRVDh06kfHl73r8P4+7dhwQEBPHpUwQikQhNTQ3atGlGz56dOHjwGJcv3+DTpwhatGjM1q2/fnOKqKmpCTt2rCElJYXFi1ezceMOtm3bw4IF0xg6tE+W8V82Oc4OXU0dAhbeynTs7ozcI4eFQSHy2TN/nj59USh7qxWE2Ni4XHvlFRWsrCwwsjCk/Zp+CEwFqKnB+u7uONqnt89Y7/c7844v5+WCG5lKDIo6jRo14OnTy/z++z7mz1+Bh4cXhw/vpH79OgqzIexDBHXrtUJDU4dFO86grauPQE3ATzM3sXZ2H056bKBNz7EAWJWuSJD/Iyo7NCzwOhoaWlSr14Rq9ZpgYFSSB9d8qezgnPeFKlSgirDlirlNWULeKqaGzcowPW0xQxr/7pt0xaic6iDyws7OBi+vPezbtwkTEyP8/QNo2rQLEybMJjo6Vi73kBeenvIpYlYW79+HUaVKRWWboSIHUlNTldIj7+ui/vzy4sUrxGJJtmlB16/fLlSqgvnB1tYad/e5PHx4geDgB8yfP5UzZw5LN406d25Ljx4dmDdvBQcOHEUsFtOxY2v27NlAcPADFiz4mVu37tGv32ju3XtE585tuX//PB4e22VSz6epqcnixTN48+YeXbu6MX36IipXduLkyXRnKyPqll+VyILg7Fxf5nMWlNWrt1CqlDXVqlVWtinfRVxcAjo6sv83UgYlWugT9Tiam9NOcWmSN5Us0tOq30WF4Od/hVJGOQsYFXWGDetHUNBdypcvw+TJc/O+QEa8fRdG7drN0dY1YMHvfmjrfi5z0NTWYfSCndw678WVU+mZT617jObIH78QHZFe35eamsy5o3n3r33z8hFR4enRU4lEQvDrZ5iY2+RxlQoVn1FF2HLB0MSclJQkPnyKxryk/IpD41MSkEgklNDWl0rjT2s+Ntc6iPzSrl0LGjd2YvHiX9m+fR979hzAy+skq1cvokuXdnKLdj169JR585bz8mUg7969z/uCIkh0dDS1a6sk/QsjEokEiSSNsmWV4+Rk16R+1apNmUQFnjy5LK1hg/R6qU2blksFHjJq2NLSQFNTg3Xrlir8PmSFrq4uo0YNznJ8y5ZVbNmyKpsrYNSowdleI2s0NTVZs2YJCxZMY+TIqfTtO4py5ezZsOEXgGxTP7+VjHTXwtA0W1miPLImPj4ePb2i77DFJMWSYpJC+J+RJCUloa2tjaYwvTZv9rGlLGg3jb678h+xL4oIhULWrFlCs2ZdCQ4OwcbGSq7r+b96i4uzGybmNsza8E+2f+t6JYwYu3gPq6d1R9/AhJoNWhIT+Ym1s/umP7TV1HBq0SPPtWKjwtm3bgai1BQA7CvWxLX9QJnfk4rii1rGB0i+BquppW0+ESRHcwofv4xvx6pV82nRWH51V4Hhb+i3ewwAYomIrrXaM7XZaGq7NyNZlIKJbvqOe93SDvzWdfE3r/P48TNGjJjK06fPAfjxx9ps2rRCLlGIJUtWS/u8CIVCype359mzl4wePThLc+6iSEpKChYWVXnx4lqu6moqlENQ0FscHJoSGekvk/ni4uLR1dXJVaBCRfEgKOgtQ4dO4u7dB6SlQXj4c5n9uz9//pL69dvI7Pfye2jXrg9qamr4+PypbFO+iyZNOmNmZsqBA1n7HBYlHgU/ZeLhudz3e4xlFXOa1XThl45zuOB/jYsvr+LecS41lrlyfoJnsUqJzI4qVZypX78Of/yxVm5rPHjkT4vmndHVN2LZnuuqZ7sKpTGqbWnS0tLyjJ6oImx5UKaSA5ev3JOrw5Yhjf81edVBFJRq1Spz6dIxdu/2YPbsZdy4cRdHx1ZMnjySKVNGybRwe86cycyZM1n6fVpaGiYmFRkwIO+dqKLA3buPEAgEKmetkBIQECTTyIitrQO7d6+nQ4fWMpuzKPN4yy6e7z5AGmlUHtCDaqMGkxQZxbkhE4h7E4y+nQ3Ndq5DK4c2BYWZ0qVtOXPmELdu3aNduz707TuShg1/JCjoHWFhHxCLJairC1BXV8fQ0IDVqxfl+2UvowdbYSAhIbFYRNhSUlLR1i76oiMiiZgHwU+oolYRzWsa6NbTwd13HdcCbnH4p13KNk+hjB49WCoGJA9H6vrNR7i164ltuaoEPr9P4PN7lP1BcTVzKlR8C6othTyoUL0BV64Urr4534NAIGDw4N48eOBHhw6tEIvFrFy5kdq1m3Px4jW5rXv79n0gveF3ceDmzbvo6+sp2wwVORAY+DZHqe/oxBgG7hmL44pW/LiyFTcD05vVbru8h3orWtJgVRvm+SyXjo+LiwfA0bG2/A0vAkQ8fcHz3QfoePYwXS558+aUH9GvAnnw21ZsGjnR484ZbBo58eC3rco29buoV68Wv/++hosXr7Nq1UZOnjzLq1eBvH0bzKtXQTx//pLduz0K1E/u8uXC81mSlJRcLJ5hqampxUIl0trQEmtDS8Z0H8KjR8/oUL01D4OfEhTxDpff2lNjmSvvo0NpvKYTYTGK62GoDEaPHoyaGixYsDLXcf4fAnBZ3V76ZTfHgc2XdjLXxx3HFa1o+Ksb/XaNJjoxRnrN+Qu3cWvbg8o1GzL9t6MArJzSRa73o0KFLFA5bHlQoUZ9nj64RapIubL4Ekn+U1fzg5mZKbt3b+DYsb1YW1vy/n0oHTsOYMCAsXJpaJuhEFlcePToX8zNVdG1wsq7dyE5ikXMOLqEZpUaZSrsv/TyOieenJU2gB/nOkw6fv/+9N5Iiu7pVliJevEKs3oOCHV1EAiFWDWsR6CPL29OnqVC784AVOjdmaATZ5Rs6ffToUMrgoMfEhh4l8ePL3LlynEuXjzGlSs+nDiRLkJgYWGW7/kKU4TNyMiA16/fKNuM70YkEhWLPmwWBmbYGFnh0LgaYrGYXb77qWFTBf8FN3g4y4+Hs/ywNrTkwkQvLAzy/ztXFBEIBCxY8DMbN/5BcHBIjuMqmJfl0mRvLk32xm+iFzoaOrSr1pImFRpydcpxrkzxoZyZPavPbQHgxD+X6dalHzXqt2Ds4t0AzFibLoYWHPhc/jemQsV3oHLY8sDAqCRGppZcufGv0mz41/8dZSs4s22X7J0eF5f63L17hmnTxiIUquPtfYoaNRqzYsUGkpKSZbZOp05tmTFjvMzmUzavXgUWml5KKrISEhJGiRJZm5rHJMVyNeAW/R27A6Ap1MRQx4A/rv3FxCbD0RKm79Sb6ZtKr/lSKEQFGP9QgdCrt0iKiESUkMjb0xeIDw4l8cMndP9zanUtzUn8GK5kS+XL69dBCASCAqVsRUREUqFCWTlalX9mz57Iw4dPiYiIUrYp30Vqqght7aIv6w+wouNcRh2YhrCHkAuPrzKlafEWGcmNkSMHYWpqwuLFv+Zr/AX/q9ib2mFnbEPTSi4I1dNT4uvZOfA+OpSDnmfo12cojk06MXz2Ful1GU2wl4xuKfubUKFChqgctnxQqWYDzp5X3s7o1Bkr+aF2I9yXLWf6/K0yj7ZpaWkxc+YEbt48RaNGDUhJSeWXX9ZSvXojvLxOUhBhmpxwdKzF9OnjZGBt4eD9+1B++KF4pHcWRz58+Jit9HtQ+FtK6pswxmM6jX7rwPiDs4hPSeDlx9dce32b5uu60m5zH+6+fSi95tWrQBo0qKtI8ws1xpXKU3PCcE52HsQ/3YZgUrUyAqG6ss1SOEFB776pTrJhQ0c5WFNwnJ3rY2JizMKFuaedFXZEIlGx6MMGUN2mCucnHGGi3XCSvJMx0s1cA/pwll+xFxz5kri4OMqUyZ8omueD43St5Zbl+L5bh6ikX5kRP43BpW0fBk5ZnWXMxF/+BiA87O33GaxChRxROWz5oEL1+ly5ohyHzfvUTZ49fkDv0UuY9usRTh4/Sa9Bc0hMSpH5WmXKlObo0T0cObILO7tSfPoUweDB43F17cT9+49lvl5RJjIymtq1ayjbDBU5EB4eialp1hebjML+IU59uDjpGLqaOqw5txWRRExUYjSnxx1iUbvpDN47IdNGxciRKvnlL6nUvzudLxzF7cTfaBkbYVDWHh3zkiSEpvcmSgj9gI6ZaR6zFG2Cg0MKJHYhEomA9KyGwsKQIb05dCir4FVRojg5bBmMGDGQmJhYXr1STB/Ywkrt2jVYvnw9rq6dePr0RY7jUkQpnHxyjk412mQ6vursJgRqAtaO3459xZr0HpN9a5RKNZ0AWDiimeyMV6FCxqgctnxQoXp9/n14m5RUkULXTRWJmTN7CV2GzEJTWwejkpZMXnGQsA8RtGz3Ex8+RctlXVfXhty5c5pVqxagp6fLw4dPadKkM0OHTiT0vxey/2dEIhEpKSk4ORWOnXIVWYmOjsm2tiijsL+uXbrqa4fqrXkQ/AQbQ0vaV2+FmpoadexqIlBTIzw+gmfP0uXX27ZtrlD7CzsZ6Y5xb98T6ONLuW5u2LVuiv/fRwDw//sIdm2K98vP+/ehmeokIyOjOHnyLPPmLadly+4YG1fI9GVm9gMAjRs3UJbJWZg6dTTJySns339E2aZ8MyKRuNg0zs7AxMQICwszNmz4Q9mmKBUfnz/x8/NCLBbj7OzG6NHTsx135tlFatpUwbzE57ryv2974vv0PGGHEhGliJjovj/XtUbM2UZqSjIxkcVb0EVF0UXlsOWDEoammJpbc/n6U4Wu+9umQ2jplKC2SzvpMW0dPUbM2Ya5bWVcm/XkyXP5FI0LhUKGDu3LkyeXGD68PwKBAE/P49So4Yq7+zoSE5Pksm5R4MGDJwgEApUIRSEmNjYOKyuLLMczCvv9PwQAcPHlNSpZlKdtteZcfJmukvry42tSxKmY6pmwdeseQLbNk4sDZwaM5VD91vj2HoHTyvloGRlSc9IIgv2ucKBOc4L9rlBz0ghlmylXwsI+YmCQXidpYlKRsmXr0afPSNav/51bt9JVcevXr8vkyaM4eHAHgYF3iYz0zzbyqyw0NTWpWbMKe/YcULYp34xYLEZHp+irRH5Ns2Yu+Pr6KdsMpVOjRhUuXfJm//5t7N9/hKtXb2YZc+i+T6Z0yDPPLrL2/DZcxM25d+0aE375C03N3KOwDk6tAHCf0F62N6BChYxQvYXkk4o1GnDW7wZNXRSTBvcxPIaNa9YwdtFu1NQy99MTqKvTfcR8/Lx30a5tL7bv2EgL11pyscPQ0IDly+cxYsRAJk+ex4ULV1m+fD2//76P5cvn0aVLuyz2FXdu3ryLnp6uss1QkQsJCYnY2tpke25Fx7kM/3sKKaJU7E1t2djDHV1NHcYemEmDVW3RFGqwudcK1NTU2LUr913Z/1fan/w7yzFtE2PaHt2jBGuUw6dPERgaptcYhYU9QU1NrUg69pGR0fz4Y9FtWSEWi3NUhC3KjBkzlL/+8iQmJhYDgxLKNkfptGzpSpMmzgwYMI4XL65JxX4SUhLx87/Cb10XS8dO81pIXGICq9+uwmCwGVfjPbCnZp5r9J+4kr1rfiYxPgYdvaw10CpUKBNVhC2fVKhen6sKrGObMW8DNX5sgW25ajmOcW0/iL7jlzNk0Ei27TkpV3vKli2Nl9duvLx2U7q0LeHhkQwbNolGjTpw794jua5d2Hj48ClmZoVnl1xFVlJSUihdOnsVz4zC/itTfPhz0GaMdA3RFGqyrc+vXJt6ggsTQTnpVgAAIABJREFUj9Ko/Oe0tWHD+inKbBVFiMjIKExNjQDQ0NAoks4apEcKi3KPQYlEgq5u8dtAq1KlInp6eqxdu13ZphQa9u7dQFxcHHPnukuP6WrqELDwFoY6n53aG1NOkbRbTJlntVne7TZ9ai3L1/xOLXsAsHp6T9karkKFDCianzBKoEL1+uxZPZXk5FS0tDTkutb9x6/xPX6UeVvy7mNU3bEZ45fsw33RME4cP0tJM1N0dHXQ1dFGT08HHR0dWjSph0O1MjKxrXFjJ+7cOc3u3R7Mn7+Cx4+f0bRpFzp1asOyZbOzTUMrbvj7v8bWViXpX5gRicSUK2f/XXOkpqYCMHx4fxlYpCIvSpWqybt3DwDw9fVj5swleHnt4c8/D7FnzwFMTY1JSEikSpWKzJ49icqVKwDg5taXsLCPUgGQqVNHc+PGXWxtrRk1ajAAXbsOxsbGinXr0l/c5sz5BSsrC8aMGZLFjsdbdvF89wHSSKPygB5UGzWYpMgozg2ZQNybYPTtbGi2cx3R0bE4OOS8oSZvRCIRISEfCA4OITT0A8nJKWhqaqChIURDQwNNTY3/vtdEQ0OIlpbWf//V/O+8JkKhOgkJiTRr1ijT3Pn9GWgZGeZgneKQSCTFNuOhX7+ubNmyi9mzJxaofURxRVdXlylTRrNmzVaWLp2V47h2HX8iNTVVqv5YELoOm83h35eSkpyEplbxErNRUbRROWz5RN/AmJKWpbh4/QktGjvIda17D/0p90NtShjmT2XNtlxVpv/mxYNrp0lJTiQ6MYGPUYmkpkSQlBDH+tW/8fsfm2jZRDZpk+rq6gwZ0oeuXdvj7r6W7dv34uV1kuPHTzNp0kgmThxR7FS7viQ4OISOHVsrZe3sXqQCvE5yd/k6op6/ouPZw5jVqq4U2woLUVExAN+9eeDt7QtQaPpm/b9w4cJVpk9fhKfnTmxtrQEYNWoQ48alNzP39DxOx44DuHLFh5Il05+R27b9Sq0vfu/T0uDo0ZOMGjUYiURCeHgksbFx0vM3b95l2bLZWdaOePqC57sP0PHsYQT/Y++8w6K6mjj8LkvvHRWp0hV7A1s0dtSoMXZjjL1r7NGYaOw1aux+Yu9d7LF3sXelCqICSq8L7H5/rGIQENBdWM19n4dH9u69c+ZegT1zzsxvNDU42qE3Nk0b8nj9dqzre1NpZH/uLFzJnYUrSUpKLlLT7HdiRenpGUgkEiSSDJKTk3n5MpLIyGgiI6OJjn5NTEw8sbGxxMcnkpCQSFJSCqmpqaSlpZOeLiEzM5OsrKxsu2pqaqirq6OmJkImk7394l/fy94+k5z//psTJ87Su3fXIj+DmlPGFvr+lcXXHLBNmzYBX99tzJ69hAkThpe0OypBmzbNmDlzUb7vz1+8ketXLjFu4b4C69byonH7fuxeM53lU3ozfMbmz3FVQEChCAFbEXCp6M3J09eUHrCVtjInMb5oTWeNTK2o75N36taD62fo3WsAfy1ewPdt6ijCRfmYRgbMnDmJfv16MHr0H5w6dYE5c/7Orm/7/vtWX2V9W0lJ+uc3kTJxd6bxhqVcGPlbsfukigQFhRS5oXFerFixXkEeCRSWS5f8GT58Ijt2rMm3/1L79j4cP36GXbsOMmDAT3meU6tWVSZOlEt4P3oUgLu7C5GRUcTFxaOjo82TJ0FUrOiR67q4p0FY1KiM+tuaqNJ1ahDqd5ywIyfxObgJAOcu7TjUujsJCYnMnbuU+fOXAx8PiPJDJBIhFouzd8C0tbXQ09NFX18PQ0N9HBxsMTU1wdTUGEtLcywszClTxgpr69KULm2FpqZmocfKjzlz/mb06N9p1KgODg52RXoGqhGwyb7KGjaQix3169eDJUvWMG7cUGGXDfkCmkwmIywsAlvbnHXKd+8HMn3KNFr3+AU7l4Jr1vKj2Q+DOLZzGVlZmYjFwjRZQDUQfhKLgLNnba4c2wj0U+o41qXNSIh9rTB75at/Q/9Jqxg5rD8JSVPp1bWpwmyDvH/b7t2+XLhwlWHDfiUkJIy+fX9h4cKVLF48nWrVPv0Pp6ohlUpJT0/Hy6tGsY+d30Sq0nDl/jx+aTx7Fo6m5uenLfv738LFpZwCPBIoDOnpErp1G8jBg5sKfO6VKnnw9Glw9ut+/UZlp0Tu37+B0qWtEIvVCQ9/wbVrN6lRozIvX0Zy7dotDA0NKF/eNc9gx8TdmevTFpAWE4u6tjbhJ85iXtmT1KjX6L5VhdUtZUlq9Bs0NTXo3LktP/7YEQ0Njbdf6mhqyuvZtLW1/pWaqKmyk+3Y2Hj09HSxs7MBivYMVAGZTIa+vl5Ju6E0fv99NGvWbGLatIVMnjyqpN0pcdTU1NDS0uTgwWM5UpozMjJp5dMVB9fKtOg89LPG+O6nsRzbuYx180bSe9ySz3VZQEAhqOYniIri7FmLJ/dvkZ6eodRxypZRbMAG4FS+BkP+XM8fk/5g0Url9NypW7cW/v7HWbjwTwwM9Hj48AmNG3egZ88hRES8VMqYxc39+48RiUTZqVrFiYm7M68u+ZMWE0tmSirhJ86SHPGq2P1QdZ49i0BbWzEpuQMH/qQQOwIFo6GhTs2aVdi0aWeB5364ibVq1XzOnz/I+fMHMTU1AeS7bNeu3eTatVvUqFGFGjWqvH19M1+RDRNXJyoN78eRdj9xtMPPmJZ3Q01dnOe5+vp6GBsbUb16ZSpVKo+HhwvOzo7Y2dlgbV0aMzNTDA0N0NbWVtlgTSqV4uu7lUGDemX7WJRnoArIZDL09L7egE1dXZ2BA3uxfLlvdvP1/zrNmjXkt99mUapUBWrWbEbfvr9Qo1YrMjIzGP4JdWsfIhKJqNOsM9fPHkAqlSrAYwGBz0c1P0VUFD0DYyzK2HL20n2ljmNkqIcMGWmpyQq1a+vkychZ21g0/y/+nLtRobbfIRaL+emnzty/f56BA39CLFbjwIFjVKnSiOnTF5KSkqqUcYuLK1dulJgi2Zc2kSopXrx4VeQV9507DzBt2gLGjJlC//6jadGiCwAdO36nDBcF8kBNTQ1f38XcvHkvO80wP+7efYir68d34WrWlAdsDx8+wcPDhRo1KuPvf5tr1259VMbetccPtDu7n1aHt6JlYoyhoz06luakvIoCIOVVFDoWZujoaBMbG1f0G1Uh9u07jEQiYezYITmOF/YZqAoGBvol7YJSmTRpJCKRiN9/n1PSrqgE69f/zatX95k793c8PFw4c/Yyz0KCGDGj4H5rhaXrELlA0c6VfyjEnoDA5yIEbEXEpaIX/5xRrry/mpoII2NzEuMUu8sGUMrGiVFzdrBp3QZGT1qGVFr4eouiYGhowIwZE7l+/QSNG9cnIyOTefOWUaFCfXbuPFCkOg9V4u7dB5ibl5ykf14TKYGcREZGFalvkUwmo1+/Ucyfv5w1azaxY8d+rly5DvDV1saoKrq6Omzfvopduw6wcWPeO20HDhzl9OkLfP99qzzff0ft2lU5duw0JibGiMViTEyMiY9PwN//FjVr5i/A9C7VLyn8BaF+xynXoRW2zRsRsFWemRCwdS+2Lb5FT0/3iw/YWrZsjI6ONkOHTshxvLDPoKR5t/uhr/91io68Q01NjVGjBrF69SbS0tJK2h2VQFNTkx49fmDduiVo6RjgVKHmZ9WtfYiaWEyl2k05c3D9FztfEfi6EAK2IuLs6cWVi1eUPo6RqTkJsdFKsW1mZcMvc3Zy5NBhBgyfo7SgDcDe3padO/+Hn98mypWzJzY2jn79RlGnTiv8/W8pbVxl8fRpMLa2xZ8O+Y68JlICOXn9Oia7P1ZhEIlExMYG5Pj6mlVOVR0TE2N27lzLvHnLOHxY3tpk+fJ11KvXmmrVGrNjxwH279+QrRCZHx4ersTExFK9eqV/HXPB0NAAM7P8F13++XEIu2o353iX/njP/R0tYyMqjexPxJmL7KjWmIgzF6k0sj8GBvokJCQq5qZLCG1tbZYvn8v27ftz9NMs7DMoaVJSUgC+2B54RWHkyP7o6ekwbFhuddP/MqfOXiciLJQfR85TqN3MDAl3rsiVgjMzJQq1LSDwKYiKqGglW374mRLdUX1SkuKZ2NOb4OCr6Gh/vkJXfjRtPZCq3/xAZW/lyccnJ8ax9PefcHF1YeOaKWgoOb0uKyuLLVt2M3HizGyJbR+fJsya9Rtly5ZW6tiKonz5erRs2Zi5c38vkfEPtuhCemwsauoa1Jo+AesG3oT6HefSuKmkvY5B08gQM093Wuz2LRH/VIHatVvg4eHC2rW5pZ/v33/MqlUbiI9PICEhkYSEJOLjE7JfSyTv61PbtfNh7dq/itP1/wSpqWlfRUDcqVNfIiOjOXNmX0m78tm0atWNp0+Defz4osrW2+XFy5eReHjUJTY2oKRdKRa2bNnD0KETePz4IhYW5iXtjkpQsWoLNLQNGTNfcbX5MdEvmNjTC4Apa85iWcZeYbYFBD5kYEs7ZDJZgZLqX/+ylILR1TfC0tqe85cfKKyvWV6YmZsrXHjkQ/QMjBk2fTMr/+xDu86j2LlpjlKDULFYTI8eHWnbtiWzZy9hxYr1HDp0gmPHTjNsWB9++WWgyvfTiYmJy9HvqbhpfSR3QbV9q6bYt1Ks8ueXTGJiYr492Fav3phvqh2Ajo42RkaGmJqaMHu20CZB0WRlZVGmjCdRUQ/R0Ph8Jc+SxMjIkODgr2MBc9u2lTg61mDlyvXZzca/BJKSkr/K1jH54e7ujFQq5fnzl0LABly4dJvwkCD+WHlSYTYf3TzP4knyFkmL9j4RmmcLqAxfzlKaCuHsWUvpdWyWFuYkKKGG7UO0dfQY9IcvSckSfNoNJiFR+aIgBgb6TJs2gRs3TtC0aQMyMzNZsGAFFSrUZ9u2vSqryiSVSklLS6NOneKX9BcoPElJKZQpUyrP9xYtmp4r/fHfXy9e3OPRo4tcvOiHhQqJKqga8akJ9NwwhJpzmlFrbjOuhcrTm1dd2ECNOU3xmteCyX6zc10nFst38W/dUq5wU3FgamqcnZJXGMqWfZ+aefz4GapVa0x4+AsCAoJp1aob9eq1platZowYMQmACxeu0qlT3xw2Bg0ay/79R5g1azFTpuRMAbt37yG1ajX7pHvR15eLdlhbF0+6d37PYtasxSxZsib7vczMTMqVq5nrXlu16kbDhu1ISUlFJBJx69Y9WrXqViy+lxRSqZTOnfvh7V2jRBcNVYmhwyZh71IRKxvFtF/x27SQxZO6U9rOheWHnwnBmoBKIQRsn4CzpxdXLyk3YNPU0iAzo3jypjU0ten763ISEhJZu/lIsYwJYGdnw/btazh0aAtOTg7ExcUzcOBYvL19uHZN9erbnj4NQiQSZfcrUmXKlauBlVV5ypWrSY0aTWnTpjtDhoxn0aJVHD9+hujo3IsBH5tEeXjUpV691tlf8fEJeU4oQT6ZqlGjKXXrtqZZs04EBATnOkeZpKWlY2dXtljH/K8xfv80vnWtz7Wxxzg/8iCuVuU4H3iFww9OcuGXg1wefYSh3/TJ9/pz5y4Xo7fKwczMlNTU9CJfd/bsJcaNm8quXf/DxqYM48f/yaBBvTh//iBXrx6jb98eBdr4/vtW7N17KMex3bsP0aFD6yL7A/JU4czMLFq2LF4hkQ+fxYecOnUBJycH9u07nEv4ITr6DWfPXvzP7LBNnDiTuLgEtm5dWdKuqASXr90jNOgp3UfOVYi9mcNacWjLXzTrOJjJy08oxKaAgCIRUiI/AafyNfGdO5zUNInSUghfv47FwNhWKbbzQqyugSQ9lfLujsU25ju8vWtw9epRtmzZw8SJM3jyJJBmzTrSokVjZs/+rUR6nuXF5cvXP6n2ZsWK9cyYsRATE2NsbKxxdnbE2dkRG5sy2NqWxdbWGmNjI4VOPOLiEhg7dghSqZSgoFDCw19w4cI1/PyOk5ycSmZmJiKRCE1NTQwM9DA1NSE1NY0RIyahpqbG4cP/sHHj0uxnP3DgTwwdmv8E/ENWrZpPlSqerFu3jcmTZxfrJCMjIwNHQT1TaSSkJXIp2J9lneQ7aJrqmmiqa7L28hZGNOyHlrq8gbWFfv47lOfPX2H06EHF4q+ysLAwRyIp2qLapUv+DB8+kR071uDgYAfAq1fROXaEy5d3LdCOs7MjRkaGXL9+m+rVKwNyif7dn1i7+q6m+ObNex9V0FQkeT2LD9m9248BA3qydu0W/P1v5/Bt2LA+/O9/W76omrtPJSwsglWrNrBw4dQiKeB+zQwdOhFbp/JY2xX8+/IxMiRpDGsrtzF4ii8VajRShHsCAgpHCNg+AT0DI6yUXMf25vUbnGyK54MTID0thVfPg6lT073Yxvw3ampqdO/egbZtWzBnzt8sW+bLkSP/cOLEabp2/Z7q1StTrpw9Tk4OWFiYlciq6u3b9z+qLpcf69ZtIzExmcTEZMLCIrh48Vquc7S0NLG0NMfGxhoXF0ecnByxtbX+5IBOQ0MDfX09Bg/+Oc/3pVIpAQHB3L37kMePAwkODiUwMIQjR04SHf0GNTURTZt2BORtJjQ0NFm1aiNmZibZfoKM6Og3hIVFULZs6TwnTt7eNVixYl2h/f5cMjMzkclk2NsLO2zK4tmbcMz1TRm8fRz3Xz6mctkKzPxuEoHRIVwOuc60owvQ0tDiz1bjqWpTMU8bX8MOm5WVeQ6RmoJIT5fQrdtADh7chIvL+xSuQYN+ok2bHtSsWZVGjerSrdv3GBkZAvJFonr13u+aPX/+kmbNGgLyXbY9ew5RvXpl/P1vYWpqQrly9p90L15e1fnmmzp07NiHwMCrSlddzO9Z/JvU1DTOnbvMwoV/Eh+fwO7dB3MEbDVqVMHXdxvw9Uuu79t3GD09XX78sVNJu6IS3Lj9mKCnj/l1yaGCTy6ATYvGATDN9wJmVqqfPSPw30UI2D4RZ8/a/HPmqtICtpiYNxgYF19R8bOAu9g6uqGro1VsY+aFvr4eU6eOo0+f7owdO4Vjx06zYcMONmzYkX2OlpYW1talcHEph6enOy4u5XBycsDR0U6pq49PnwZha2td5OsiIl4CsGPHGtLS0nj27DmBgSEEBAQTHh5BZORr0tMlhIe/IDz8BZcu+eeyUdSArlWrJixevDrfgE1NTQ1XVydcXZ2yj1lYuCORZHDu3AEqVHBDKpUSEfGKKVPmcvz4GVJSUoiPjycwMAQTkwBiYmJJTU2jUqVvAFBXF6OtrY1EIqFv35HY2dkSFxePWKyOn99x3N2dcXCwU+qKeHh4BCKRqMSam/8XyJRmcSfiAbPb/kZ128qM3/8nf51aSaY0i7jUeE4M3cXN8Lv02jic2xNO5VpoeNfQ+kunVClLsrKyCn2+hoY6NWtWYdOmncya9V7Qplu3DjRqVI+TJ89x+PBJ1q3bxvnzBwB5ILV9++rscwcNGpv9ffv2rWjWrCPTpk1gz55DBfalK4ht21ZSrlxNevYcyubNH29c/rnk9yz+zbFjp6lbtxa6ujq0adOMuXOXMmPGxOw6SIAmTRrw9GmQUn1VBeLiEtDWFuqp3jFo0K+UdXTDplz5z7bVa8wieo3JrSgsIKBqCAHbJ+Ls6cWlI+uBAUqxHx/zBgPj4hM9CHl8i0pVim9HryBsba3Ztm0V16/f5uTJ89y795AnT4J4/vwFaWnpBAc/Izj4GUePnspxnYGBPra21ri5OePp6Y6zsyPlytljb2+DltbnBaPPn7+kSZMGRbomMTGJpKRkxGIx335bL89gRSaTERcXT1hYBGFhzz87oHuXcrl7tx/btu2lc+d2hfL1w0mUmpoaNjZlcHJyoFKl8rlSIi9cuMqSJWvYvn01kZHRPHz4hKdPg1i0aDWvXkXz4kVktt3evUdk70aIxWK0tbUwMNDHxMQIS0sLrK1LYWdng5OTPW5uLjg62n7SBCUoKBR1Jben+K9TxqgUZYxKUd1WnorXxrM5f51eibVRKVp7NkMkElHNthJqIhFvkmMw/yA1sn792l9NwFYUgSQ1NTV8fRfTtm1P5s9fzqhRA7PfK13aiu7df6B79x/w8mrJo0cFy9SXLVsaW9uyXLx4jQMHjnH8+I4Cr/kYmpqajB8/jEmTZvLmTcwnZRMUlo89i3fs3n2Qq1dvUrHiNwDExsZx/vwVvvmmTvY57xbQ/P1vK81XVSAuLh5t7ZJdTFUV7twL4Omj+4z/60BJuyIgUKwIAdsn4lS+JuvmjiA9PQMtLcXLU8fHvcHAqPgCttAnt+jSsWWxjVdYqlevnF2jAfLg5s2bGAIDQwkKCuHJk0Du3XtMYGAIr15FkpiYxIMHT3jw4Am7d/tlXycSiTAzM8He3gYPD1cqVHDDycmBcuUc8k3n+5CYmFgqVy7ail5oaDggT5/KbwyRSISJiTEmJsZUqpTbfkEBXVRU/gHdoEHjcHJyyPEM86Mwk6j8sLKywMrKgoYN63Lw4HH+/HN8nkpmMTFxPHz4mCdPggkJCSUsLIKXL6O4fPk6R4+eIjk5BYkkA5lMhkgkQkNDHW1tbfT19TA2lsvtW1qaU6ZMKWxsrHF0tKVcOXvs7GxQU1Pj2bOIzw7MBT6OlaEF1salCYgKxtnSkXOBl3G1csLBzJZzgZepW64WgdEhSLIyMNPLPemvX9+LefOWlYDnisXKygKQN28u7I6urq4O27evomXLLlhamtOjxw/88885GjTwQkNDg8jIaGJj4yhd2qpQYj3ff9+KX3+djoODLdbWn9fL8ujRU0yePJu2bVsoNVh7R17P4h0JCYlcuXKD+/fPZf8+b968i927/XIEbCkpqWhra7F48Wrs7b/edLaEhER0Sjj7RVUYOOhXytg5Y+eSd7q1gMDXihCwfSJ6BkZYWttx7vJ9mnyj2J2pzMwskhPj0DdS/ocmyAOC4Ec3aVBnQrGM9zmIRCLMzc0wNzejdu1qOd57158mKCiEwMBQHj16yoMHTwgJecbr1zHZX9ev38lxnbq6GCsrSxwd7fD0dMfDw4Vy5RxwcrLHzMwUkUiEVColJSUVL6+iSfqHhoYBfJayZGECuvj4BMLCnmfXyIWEhBEW9pxHjwL48cch+PsfL1SPu49NohSBqakxdevWpm7d2h89TyKREBz8jMDAEJ49e054eAQvX0YSFfWa+/cfc+mSP0lJyaSnp5ORkQnIA075z0fx/N78l5nz3W/02zoKSWYG9mY2LO04C11NHYbsmIDXvJZoqmuwvPOcPOsua9SQ/71MTk5R+b6LH+PdAszLl5GUK+dQ6OtMTIzZuXMtPj5dMTMz4eLFa0yYMC07MJkyZRxWVhaFCtjatm3OhAnTPrtn4P37j+nWbSA//tiRhQv//CxbReHDZ5GZmYmWliZ+fsepV88rx+JLy5aN+f33OaSnv1fmfNeE/Wv/nU9MTBLSvIEHj4J5dP8OY+bvLmlXBASKHSFg+wycPWtz8sw1hQdskdFx6OgZIBYXz39PTFQEIhE4O6qGGuOnoqam9rauy5qGDevmeC89PZ3Q0HCCgkIJCAjh4cMnPHr0lGfPnpOQkEhExEsiIl5y/vyVHNdpa2thbV06W8Xt5s27xMbG4+Bgi7m5aYFCIMHB8oDNzc1ZgXeaE5FIhLGxEa9eRdGjx2AAGjduwOnTe6lduwWhoeGMHTuFpUtz98XKiw8nUQDLl69jx4792ee8q3E5d+4y5cu/f9a+vksUck+ampq4uTkX+rklJCQSFBRKUFDoJwsvCBQeT2sPTg/fm+v4qq7zC7z2XWrX1as3aNSonsJ9K07EYnGOgK1p0x84cGBTnulrz5+/XygqW7Y0d+6cBuSByPTpv+Y6v27dWtStWyvHsWXL5uR4bW5uRnT0o8++j+3b92FmZqKQYC0pKZnIyOiP/h7m9yy2bNlDzZpVadr0G7p2/T7HNSYmxgQGygWb/Pw2A7B//xHU1dU5c2bfZ/utyiQlJX/RixuKYsas5ZhalMHRvVrBJwsIfGUIAdtn4OzpxeUj64H+CrX74lUMhsVYvyaVSlFTU0dN7evtZ6OlpZVLZOMdCQmJ2bs5gYEh3L//KEe93LtAAGDAgDHZ12loaGBlZY69vS1ubk64uDjh4GCLvb0NNjZl0NLS4tGjpwC4ueUc18TEmVatmrBx4+enhoWFRWQLfwCcPbuPihXlO3EbNy6jQYPv2LJlD99915ymTRvma+djE8rx44flOt/WtiwvX+ZugPxuMlWcGBoaUKWKp9BQ9gvi3LkrX3zApq6uTmRkdPZrf//bHD16irZtW5SgV0Xnzp372Nsrpo3MsWOn6dNnJDExT4ukbOvt7YOTkz2NGtUt+OS3pKWlK13RUhXIyMhEQ+Prv8+CiI2NxcCk+MTYBARUCeEvwGegrDq2F6+KVyHSvJQN6WkpPHsejV1Zi2IbV1UwNDSgcuUKVK5cIcdxmUwuWx8YGPJ2Zy6Yx48DCA5+xosXr0hNTeP585c8f/6SCxdyN1I3MTEmLS0NINdkaPXqBfTt+wvTpy9k4sSRn+T369dvqFatCQkJiQD4+W2iTp2cK/IVKrgxceII/vxTPt7NmyeLpT5FQKAgPtzNVgUCooL5edPw7NfPYsKZ0Gw4nau14+dNwwmLjcDWxBrf7osx1jVCU1OD6Og3OWwcOHDsiwvYgoKe0bz5+/5T8akJDNv5K49eBSASwZIfZlHTvgqrLmxg9aVNqKuJaeL2DVNbjctlq23bFvTpM5ItW3bTrVuHQvtw6VLRJdrlAdvXLzLUpk0zpk//q6TdKHGSk1PQ0hZ2GgX+mwgB22fwro7t7KX7CpX3j4yKwbAYBUdEIhH2LhW5dPUBdmW/KbZxVR2RSISlpTmWluZ4e+euXYuLiyckJIzQ0HBCQ8N49CggWwgkJiaO2Ni4bDseHjmbe3bo0JqAgGDmzPkbZ2dHOnb8rkB/0jLS8VneldT0VAJDQsl4kgEJsGnTMm6q3WP4hUmIL6nxs1e6Tex+AAAgAElEQVRX+tftmX3d8OH9OHjwOLdv36dfv1Hs2rW2RPrYCQi8Q1NTg5s375a0G7lwtnTk/C8HAciSZuHxZ118KjRl4amV1HfyZmSj/iw8tZKFp1cyxWcsWlqaREfH5LBx8OCxknD9kwkICObVqygaNPDOPjZ+/zS+da3P+h//RpIpITUjjfOBVzj84CQXfjmIlroW0Ulv8rT3TnZ/yJAJRQrYPgWZ7OvvwQbQr18Pfv99DkePnsoRWP/XSElORsf400o3pFlZqIm//uBe4OtFeQ2R/iO4VqrDsROXFGozKuoN+sWYEglg41QR/xu509sE8sfY2IgqVTxp164lI0cOYNWq+Zw+vZfAwGu8enWfGzf+YdeutZw8uZuyZXMruE2YMJyWLRvTv/9orl4tWOZclilD7agaj2YEkLEtA7u6ZTl+ewdxlvFExL3k2phjXB1zjPaVc/ZjEovFrF//N1pampw6dYHNm3cp7BkICHwK9ep9XHRGFTgbcAl7M1tsTaw58vAkXarL22N0qd6Oww/+AUBHR4eYmNjsaxo2rENmZmaJ+PsphIQ8o379NlSp4kmrVk0ASEhL5FKwPz1qygWHNNU1MdIxZO3lLYxo2A8tdXl9noV+/p9RW7euBMghEKIMrKwsSEpKUeoYqoCmpiaenu4sWrSqpF0pUVLT0tDVMyzydbv/N53BrR0Z2NKOtNRkJXgmIKB8hIDtM3GvUp8L5y8o1GZUdAz6RsWbp23n7MndO/eKdcyvGU1NTRwd7fj223ofravavHk5VlYWNG/eibCw53mek5WVRY8egyhTxpPrl28zdeo4Il7dxcjEEJFIxNrLWxnbZEi2al1eEylbW2sWLJgKwKhRf/DsWbgC7lJA4NP4UExDFdlz5xDfV5EvfkQlvqaUoSUApQwts3eX9PR0s3fSAVq3blb8jn4i4eEvqFu3Na6uThw/viP778ezN+GY65syePs46i9sw7Cdv5IsSSEwOoTLIddpvPh7fJZ35WZ4/juk73aBfv99Tr7nKAI7u7KkpqYqdQxVoU2bZjx8+LSk3ShR0lPT0NY1KNI1C8Z14p/dq/BqLF+AGPm9B/5nhR5uAl8eQsD2mThVqEFY0GNexyQqzObr18Xbgw3AzrkiAY/uIpX+N1JMVIlHjy4CUKlSw+x6NJCn+4wc+Rvm5m74+Z1g2LC+RL9+xI6M/bhMqc03znWobluZkDdh7LlziIaL2tFhTW+CokPzHKdLl/Y0adIAiURC8+ads1sOfC63b9/nzJmLCrEl8N+gfn2vknbho0gyJRx5cIq2FT9ei+bu7syRI6c4e1aeZdGyZWMAMjIylO7j55CSkoKXV0scHGw5dWpPjh6RmdIs7kQ84GfvrpwbeQBdTR3+OrWSTGkWcanxnBi6i6k+4+i1cfhHUxLd3JxYuXKDUu/DwcGW9HSJUsdQFUQitUL1C1VV7i3zZZdXC3Z7teRU7xFkpqUjk8nw/3MBO6o3YWetZtxfuf6jNiSSdPQMjAo1nkwmY1ArBwLuXWHAb6v58Zd5LDsUSrnyNVg7eyjjulUnK1O1f08FBP7Nl/vbryJoaGpTzqMah44proD+zes3GBRzSqSJRRlkMgh+9qpYxxWQ17hFRT0EwM6uKpmZmcyY8Rempi6sW7eN7t078ObNE6ZMGYu6WJ3zvxzkwaTz3Ay/y8NXT5FkStBW1+L08L30rNWRITvz7qcnEolYuXIe5crZv61Z+Y67dx98tv8NG7Zj6tSC5dwFBOLi4unYsQ/ffiuXbH/zJqaAK0qGfx6fo5K1B5YG8kwHSwNzXiVEAfAqISp7F3vNmoX4+DSmXbufmDlzUXYz7bxEiFSJpUt9kcmknDt3IFcQUMaoFGWMSlHdtjIAbTybcyfiAdZGpWjt2QyRSEQ120qoiUS8Sc7//2/DhqWAvE+dsnByciQrKwupVKq0MVQFiUSCWPxlTtmSX7ziwcoNtD21l+8vH0YmlRK8x4+ALbtJjnjJD9eO8cPVY5Rr3+qjdjIyJOjqFxywSdLTGORjj0wqZeLfR6jk1RSQfwaOnruL4TO2kBAbzZA2Tjy9e1kh9yggoGy+zN9+FcOtSj2On1RcWqREkk5WMddByIVHPLl49fMn8AJFR0NDg9DQGwBYWLgzd+5SmjVrSFTUQ5YsmZlrUmWkY0hdx1qcfHyOMkalaOMpT8VqVaEpD14+znccExNjTp3aQ/XqlUlISKJJk46cPv3pP7uHD58EYMeO1Z9sQ+Drx9//FiYmzjg4VOfEibO0a9cSgIsXr5WwZ3mz67ZfdjokQHOPRmy9Lu87t/X6Xlp4fAvIez+uXbuI+fOnMG/eMubOlQcpBw6otvDIjh37adDAO88dGytDC6yNSxMQJW/cfS7wMq5WTrSs0JhzgfLJbWB0CJKsDMz08lecdXZ2BKBfv1FKuAM5FhbywPlDpc6vkfR0CWpqX65ohiwzk8y0NKSZmWSmpKJbypJHa7dSZewQRG9/DnUsPr5QnZWZgZ7hx1WO42MiGd5OLvI1e/N1yjp65DrHrXId/j4QiKGJBQvHd2b+mB/+MwI2Al8uQsCmANyr1ufaxfMKSyfs2LEt5w9vVIitomDjVJHrgvBIiWFkZMjt26do06YZL17cY9u2VWhovG8X8TrpDfGpCQCkZqRxJvASzpaOOSZSF4Ov4WTu8NFxDA0NOHRoMy1bNkYikdChQ2927Tr4ST536zYAkDfwFRDIj4MHjwPyHn2xsQGsXbsIgPPnVW8nKkWSypmAi7Sq8L4ebWTD/pwJuEi12Y05E3CRkY1y9t7s1asL7dq1ZOPGnYBqK0WmpaURFBTK0KF98j1nzne/0W/rKOrMb8W9F48Y1Wgg3Wt0IPRNOF7zWtJ78wiWd55ToNps+/Y+St1tFIlEiMVigoJClDaGqpCcnIympuLaBxUnemVK4Tm0N9s8G7DFzRtNQwPKNqpHQkgYwXsOsa9hO4526E38236n+ZGVlYW+kUm+74cF3mN895oALN73BEOT/NsUidU1mL35Oj+PXUzgg2sM8rFHkp72SfcnIFAcCAGbAihj50JmhoQHjxVTE/Rz92a8iXpO8OOClQMViZ1zRe7dUT2p7f8SdnY2rF//Nzo62rnee5UQTesV3akzvxWNFrWnobM3zT0aMbJhfw7cO4b3fB+mHp7Hoh+mFziOpqYmGzcu5eefuyKVSunb9xeWLFlTJF/fpVNevXq0SNcJ/PeYOnUcsbEBODs70rx5Z0xMnAFwcSlXwp7lRldTh+Ap/hjpvBc3MNUzYX//DdwY9w/7+2/ARNc413XDhvUlPDyCihU9ePMmNtf7qsKaNZvR0dHGy6t6vud4WntwevheLo7yY/NPy+U959Q1WdV1PpdHH+bsiP3Udyq4DnHBgj8BuHbtlsL8/xAtLU2Cg58pzb6qkJiYjLa2Vkm78Umkx8Xz7PBJOt0+RddHF8lMSSVg+36yJBLE2lq0Pb0X154dOTck73T+d0izsjAwzHtx8OaFQ8wc1gotHT2WHQpFQzP3Z2he1PjmOxbueoCdSyWysoSaNgHVRejDpgBEIhEeVetz8OhFPD3sPtuelqYGP/78M//sXkm/iSsV4GHhsHP2ZMPje0ilMtTUhD5dqkaFMm6cG5lb3cpIx5AdvYsWbIE8nWvevD8oW7Y0U6fOZ/Lk2UREvGTGjImFKm5v0KAtoJqTbgHVQSaTsXr1JsaNm5p9rGfPTsya9dsXOwHNi4oVPdDX18PEJHcwp0ps27aXmjWrFstYRkbyoLdTp76EhFxXyhg6OjqEhUUoxbYqkZSU9MX+vkScuYSBXVl03mZi2LduStS1m+iVKYVDG/lOtn2rppwbPP6jdmQyKYamuXfN/Db/xaHNC3GvWp9h04qenaStq8/4vwTlSAHVRthhUxBuVepx5vR5hdkbPqADgff9iXwerDCbBWFkaoWGljaPA/OWlxf4+hCJRIwcOYBly2a/FSXZQK9ewwtUuYuIeAnAgQMbkclkvH799deQCBSNoKBQqlRphKmpC+PGTcXAQI/Tp/cSGxvAX39N+2Innx+jQQMvQkLkuz2qWhPz5EkQPXoot6H1v5k8eTRxcfFKex6Ghvq8ePH1i2WZm5vx/PnLL1JgRb9saaKu3yYzJRWZTMaLs5cxdi2HXcvGvDgnT+d/efEaRk75p/NnZmYB5NphWzG1L4c2L6RZx8GfFKwJCHwpCAGbgnCvUo97N6+Snq6YLXUjQ13ad+rKyb3FK+Zg71yRS1eFOrb/Gl26tGfHjjVoaGhw4MBR2rfvhUSSv1x2o0btAXkD5CZNOuDsrPqNkAWKD0fHGlSv3oTQ0HDGjBnM69ePCQu7TeXKFUraNaUybFg/wsNfAHDrlur1tTx79hJSqZS2bVsW25jDh/cFYNOmXUqxb2xsxKtXUUqxrUpMmzaeyolJrHL1ZpdXC+4v9wUgeN8Rdnm1YI2pC9Eq+DMHYFm9Mg5tmrP3m7bs8fZBJpXi1rMTlUb2J/TAMXZ7+3B96jx0f+zIli178vzsiX4tTzNW19QE5AsiYzpX4c6V4/Qas4i2P40t1nsSEChuhJRIBaFvZIqVtT0nz9+hZeP8awOKwugR3ahVsxk+3UZiZGqpEJsFYePkif/1+/Tp8fH+QwJfH40b1+fYse20bt2dCxeu0r37YLZsWY66es4/E0lJyURFvebvv2cikUi4ceMukyePLiGvBVQRX99F2Npa4+Dw+SniXxI1a1ZBV1eH5OQUDhw4RtWqFUvapRz4+m7F3r5ssfbzejfWsGG/0qPHD0W69v6KdTxZvwMZMtx+7EiFgb1Ii43j1M/DSQqLQN/WmlJGBrxU4ZpBRZEW+pxmJkZMT0gg6N4Z/uncH5umDTFxd6bxhqVcGPlbSbv4UapNGE61CcNzHBNradFsxxpu3LhDz55DefHLZDQ0NBgyZDxly5amXr3aGBsbkZycwouXUYC8VCMzQ8LQ7+R1sGMX7MPBrUpx346AQLEj7LApEPcq9TlyTHHy/mVLm9GoeWvOHFynMJsFYedckQf3VHOVTkD5VKniyaFDW9DS0uLEiTP07z86VwpOt24D3/7bgQED5KuaI0b0K3ZfBVSXBg28/3PB2jvq1JGr1KmiUuTFi9do2rRRsY2XkZGBm5t39uu0tPRCXxvz8ClP1u/gu5O7aX/+IGHHzhAfFMqdhSuxru9Nxxv/YF3fmwpRr4mNjVeG+ypF3NMgyrf4liyxmJmzl1C6Tg1C/Y5j4uqE8dsWCl8q8+YtJT09nUePLhIZ+YDjx3dQp05Nzp+/wt69hzlz5iLBQSGAjIB717KDtenrLwvBmsB/BiFgUyDuVetx6bziAjaAsaN+4vyRLaSlJCnUbn7YOVck6Ml9srK+vDx5AcVQqVJ59u1bj4aGOnv2HOKXXybnqD/x9q4BQIsWXdi79xBdurQrUN5bQOC/wogRcsl/VVMu/PPPBcTExDFw4E/FMt6JE2extPQgMjKaffvWA/DHH3MKfX3c0yAsalRGXVcHNXX17AAl7MhJnLu0A8C5SztMX0WRlFQ8n48lQWZmJk+eBHL7VRSPD5/E2boUq5euJez4WZIjvo7aPXt7OzQ0NLIbz1evXpnly+dy9+5ZHj68wO3bp7l+/QRWZWxYME6+S/vXnkeYWpTJtjGivXv29/f9TzG5TwNioiLw27SQE7vfi7dlZWUyunNl9vnOzj4mzcpixjAfAu69b0GxeGJ3bpw/pLR7FhAoKkLApkAc3avxKiKUzbtOK8ymp5sdlWt4c/7IZoXZ/Bj6RqYYGJly8dqjYhlPQDWpXbsa27evRk1NjfXrtzN58vsPt3HjhrJp0zKuXJGrvs2ePZl7y3zZ5dWC3V4tOdV7BJlp6Zzu+ws7azRlt1dLzg0Zj7QAIRMBga8BL6/q6OrqlLQbOdi8eRcLF65g6dJZ2NpaK328nTsP0LFjH+ztbYiOfkSDBt64uTmxcuWGQtswcXfm1SV/0mJiyUxJJfyEPEBJjXqNbil5iYBuKUvUU9NJSUlV1q0oBalUSkTES06ePM/KleuZMGE6P/44mKZNO1KtWmOcnGpRpownZmauWFi44+XVkkF/zOFwahrNnkXQMyOTJwmJqKl/uY20/42Hhwvx8QkFntexc3tEIjWW+oWgpa2b5zmPb19g+/LfGfrnBkwtc/+sP7p5DitrR26c98teiFQTi+kyaBrblv1GVmYG/mf2g0hEtXo+n3djAgIKRKhhUyDqGpoMmbqeSeP78/jJz0yZ0Esh8vh/TBpM2++6Ub1BG0zMSyvA049Tq1F7Vv9vJ/W9yit9LAHVpWHDumzY8Dc9egzm77//h4GBPmPHDgHAx6cJV64coXbtFlSwrcK00lZ0ufEP6jranOw1jOA9fjj90IZvVs0H4HSfkTzesAOP3t1K8pYEBIqFPn26sXjxGiQSCZpvRRJKkpEjf2PQoJ/o3LldsYzXrFlDzp3bj6enR/axjRuXUaNGU968icHMzLRAGyauTlQa3o8j7X5CQ08X0/JueQYoamI1JKmqEbDFxSXw+HEAAQHBhISEER4ewatXUURHvyEuLp6kpGTS09OzFQ81NNTR1tbGwEAPY2NjLCzMcHKqho1NGRwd7XF2dsDVtRx6eno5xtmyZQ9+g8fh1b74xGOUSbVqlUhNLbhp9W/jB7D0r7+5dekI1ermDqYC7l9j0+LxDJmyDovSeadk+585QKPvfubc4Y2EPL6Jo3s1ABzcquDoUQ2/zQvxP7OfYdOLZ5FcQKCwCAGbgnFwq8KY+XtZPrU3T58Esm7VH+hof94HdvXKznzfuTs7VvxO/0mrFORp/ng368S0Qc2ITxiLkWHeq1gC/w18fJqwfPkcBgwYw8yZizAyMqB//54AuLo6ER39iHIW7kS+jGST71Z+7NeDzJRUdEtZUrZRvWw7FtUqkfwisqRuQ0Cg2IiPT+DKlZsA/PrrDObN+6NkHQI0NDQoVy5/yXRFY2hokCNYA3BycmDJkhm5go+P4drjB1zfCpX4T52PXplS6Fiak/IqCt1SlvJ/LczICglDKpUqTUwlLCyC69dvERT0jLCw57x4EUl09GtiYuJITEwiNTUtuxWKWCxGS0sTPT09jI0NMTc3xcPDhbJly+DgYPs2CHPCwsK8yH6kRr9Bx8KMNvVq80JTg193HuD8uGGKvt1ix83NCZlMRmRkdHZaZF5oaKjj7lmJ4zuX5wrYMjIkrJjah5Gzt1PKxinP6yXpaTy5c5FuQ2eSkpyA/9kD2QEbQNufxvHrj7Vp1PZnLMvYK+TeBAQUhRCwKQFTS2tGzd3Nunkj+LZ5L3ZtW0KZUgWvKH6MGb/3p0btNty6eIQqdZSr4GhiXhrnCjVZs/EwowYXX78eAdWkU6e2JCUlM3r0H4wfPw0DA326dv0eAHV1dZ7FBjCxwXfoTJzBij/m4v5d8xzBmjQjg8Dt+/CaOamkbkFAQOlcu3aLZs06Zr+uXLkC27btY86cycWqypgXpUpZcvnydXr16lKifnTvXjSVyHcBSlL4C0L9jtPm+A4Sn4UTsHUvlUb2J2DrXhxaNYUla4iMjKZ0aavP9vHhw6f4+R3n0iV/njwJ5PXrN2RmZqGlpYWeng6GhgaYmZlgY2NNrVrVsLe3oVw5e9zdnbGxsVbq//U/Pw4hPTYWNXUNGv89m5kDRrN25G9oHz9N2usYjnXqi5mnOy12+xZoKy0tjcjIaF6+jCIqSh58SiQSsrIykUgyyMzMIjNT/n1WViYZGZlkZsr/zcrKyn6dmSl//e5YVlYWmZlZSKXyf7OypGRlZZKVJUUqlb59T0pWVhZt27bg119HoKamhoaGBtev38HHp/FH/R4zZhC9evRDIklDU1M7+7hYXR1H92pcOradjgP+yPPae9dO4lLRC01tHarUacGRrYv5oe9k1MTynduAe1fR0TPgxbOnhf9PERAoJoSATUlo6+jRb+JKDmyYyzeNfmDLlhVUr+z8yfb0dLWYt2A6gweOxLWSN7r6Rgr0Njd1mndhy8ZFQsAmAEDv3t1ITExiypR5DBkyHl1dXdq2lS8cpMfF421kSPKCqQz8ZTI9dh2k1DfeuHeT/+xcHP0HpbxrUOqtWImAwNeCTCbjr79WMXXqvOxj27evpmnTb5BIJNjYVGHatIVMnjyqBL0ENzdnHjx4UqI+fAr/DlC85/6OlrERlUb251Sv4TzZtBP9smVotG4x4mW+BAaGFDlge/Mmhr///h9Xr94kICCYmJg4ZDIZRkaGODra0qZNM5o2bUiDBl652puUBK2PbM3xus/1W/y6fjsDBvQkNjae+PgE4uMTmd+4A8nJKaSmppKamkZ6evrbIEweUEml70WkxGI1xGJ11NXFqKmpvf0SIRK9//79cfmXWPzv78Vvbcivl9sRo64uRiwWo6mpmX2OhoYGYrEa6urqpKWlM2/eMnr27IS1dWkMDPS5e/dBgQHbdz4N0NTS5sSulfh0fd8mQE2kRt8Jy1g0sStHtv9Ni05Dcl17/ex+gh7eYOJPdQBISozlyd3LuFepS3paCnvXzmTEzK1s/GsM9/1PUaFG8SmqCggURMn/BfqKUVNTo+1P4yhl40T7tj2Y+9ccOrWt/8n2Wjaujle9huxfN5suQ2Yo0NPclK/2DduW/caFqw+pW8uj4AsEvnpGjOhPQkISCxeuoHfvEejp6dKkSQMizlzCwK4sPr26UL2BN/2qNWbukAn8WqsaCbv9SHsdQ+ONS0vafQEBhREfn0DXrgO4dMkfAGdnR/bv35AjYNDU1GT8+GHMmPEXI0b0w9DQoKTcpXr1yly4cLXgEwuJVColLi6BN29ieP06hpiYOGJiYomPT8gOHJKSkkhMTCY5OZmkpBRKl7Zk48ZlRRrnwwAFQNvUhJb7c4qXaGlpEhLyjHr1ahfJfvfug7h9+z6VKpWnS5f2tGjxLbVqVS3xHdHCMnPmJK5evcm2bfvQ1tZGT08HXV1dDA0NsLEpg7GxEcbGhpiZmWJuboqFhTkWFmaULm2JmZlpid9n5coNGTBgDB07fkdsbBxuboVb1K7XsCGXjm3PEbABaGrrMOgPX+aP6YChsTl1mnXOfi81JZHAB9eZseEyGhpaAFw6voPrZ/fjXqUuh7csomo9H0rZONF50DTWzBqCayVvNP61iycgUJKI/i3XXeDJIpFs+WHVkir+Ugh64M+qGQPpPWAAk0b3+GQxkug3CdSs1ZLe45fiVF65OxaHtyxCmvqKTWumKHUcgS8HmUzGmDFT+N//NqOuLubixUMYJyRybugE2p7cg1hHm9P9R7Ng5wEygE6Odvx4wQ91HeFDT+DrwcREPrEcMKAn06ZNQCzOX63PxaU2derUxNd3cXG5l4vHjwPw8mqZ7ef7LhzvP4fkx0QfvP/+mFQqzf56f40oe5dFXV2MhoYGmpoaaGlpoa2thY6ONrq6OiQlJfP0aTBRUQ+Vcn/OzrXo2bMTkyb9UqTrKlduSNWqFVm7dpFS/PqSKFu2Es+f3wHg+PEzTJgwjY4dv8PP7zggTxX18HABoHv3DsTGxqOnp8vQoX3ytQOwZctubt26z9y5v+ca89y5y7RtK6+JHjNmMBM+aKydH48eh+Dt1ZTp6y5lK0GOaO/OX3vk6tYx0S9YMPYHfuj3O6FP72BoYo62jj4Pbpylz/i/s+0kJ8bxR9+GDJ+xmdUzBjFx6VE0teSfVdtX/I6egQmtuo0olE8CAp/KwJZ2yGSyAoMCYYetmChXvgZjF+xl2ZTePHkSiO+KyWhqFP3xW5gZMun3ScybO45f/z6SvVKkDLybduLPQU2JjR+LiVHhC8UFvl5EIhFz5/7Oy5evOHz4JAsWrGDFirk4tGnO3m/aoiYWY1bRg/2v7vO/0p5EBz/jbzdvbG2tsW/dlKpjh5b0LQgIfDYxMU8L3XvQyMhQyd4UjJubM2fP7ichQS6dLpXKkMlkbwMw+aKtTCb//l1AJn9fln1cT08Xc3NTTE1NsLAwRVu78Iswy5f7MmvWEsXf2FsMDQ14UQhRow+DkoSEJPbuPYxUKmX//qPcuPEPjo5ydcFly3yZOHEGp07toUoVT+LjExk3bipXr94AoFatasyePRkjIwPCwp5Tq1ZznJwckMlAV1eHpUtn4fwFNrQ+e/YS48ZNZc8eXxwc7Bg3Tv43u2zZSpw/fzD7vFmzPn8Bon59L5o0aUCFCu6FDtYA3N0cMDW34sCGefw0eiFAdrAGYGpRhmm+FwG4/M8uynlUo0KNRng1yVlDqWdgzNxttwCYsuZMjvc6DRAWqgVUCyFgK0bMrGwYPW83y//4mSmz1jH9tz4FX5QHvbo1Y/uO/RzbvoxW3Ucq2Mv3GJuXwsWzFv/beJjRQ4pWLC7w9SISiZg8eTSHD59k924/Zs2aRLUJw6n2wQduv5inbN68iyFDJsD9x0Sd2lNCHgsIKJaiNIoPD3/ByJEDlOhN4ahYseRS24ODwzAw0FeafWNjIyIjowt9/rug5OTJXaxatYkVK9ZhZ1eWPXv8GD16MAD79x/Fze292uCwYRNwd3dhxYq5AMycuYjhw39l3Tp5IGpvb5sd0Pj6bmXBghUsX174RuGqwKVL/gwfPpEdO9bg4JC3LL6i2b599Sdd175DOzZt2PTRc/4c2BRLawfcq356KYqAgKrwZSRqf0Xo6BrQY+R81q9ZxYMnYZ9kQ01NxLLFkznjt56XYcpVM6rTvCtbNm1T6hgCXx6urk5Ur16ZzMxM1q3L/+ejW7cOXLlyBABLSw+ePQsvLhcFBEqcyMho0tPTadOmaUm7UqI8evSUUqXyl2v/XCwszHjzJqZQ574LSrZvX42Dgx0zZ06kQgU3wsIi2LlTHnCFhoa9VYOUqzsHBz/j9u0HjBkzONvO2LFDuHXrPiEhuctEEhOTMDYu+Z3VopCeLqFbt4Fs2rQcF9M4aSgAACAASURBVJdyn2wnNTWNevVaZ3/NmCFPN41PTaDnhiHUnNOMWnObcS1UvrO16sIGasxpite8Fkz2m13ocSZN6E96ajJP7l7O95zflh+n/6SViMXC3oTAl48QsJUAFqVtadZhAIOH/pFDrakoODmUZuCw4WxePD5HTYGi8ahan/jYN5y7/EBpYwh8mYwaNRCApUvXkpWVle95rq5OvHhxD4DKlRsVemIF8jScdxw/foZq1RoTHv6CWbMWY2LiTHDw+8nSsmW+mJg4c+uWfKyKFb/B29uHOnVa4ePTlbCwiOxzzcxcc0wqwsKeF9onAYHCsm/fYfT0dNHXV97u0pfArVv3aNtWeU2erawsiI2NL/C8/IISH58muLo6ERAQjJ/fcXbt8qP9v5pSP34ciKene45aRbFYjKenO48eBQLyIK9evdZUqdKIZct8GTToZwXeoeJJSUllx4793Lv3EIlEgoaGOjVrVmHTpp2fZVdHR5vz5w9mf/36qzzzYvz+aXzrWp9rY49xfuRBXK3KcT7wCocfnOTCLwe5PPoIQ78pfNaRkaE+9k6uHN7812f5KyDwpSAEbCVEo7a9efPmNct9/T7ZxvgRXVATybhwZIsCPcuJmlhM3WadWbF6u9LGEPgyadKkARYW5rx+HcOxY6c/eq6OjjaxsQEsWzYbHR2dIo/1LoVp167/YWNTBgAPD1f27Hn/+/NhChPAwYMbuXjRj7p1azF//nuFug8nFba2ZYvsk4BAQZw6dQF7e5uSdqNEefw4gJSUVH76qZPSxrC2Lk1SUlKB530sKOnatT02NmUYOnQChw//g49Pk3+9KyOvLFiZ7P3xdymRt26dYsaMiYwcqdp9J48cOUn//qOpX/87rKzKk5qaxvHjZ1i5cgMmJs6YmDhTuXJDevQYxJw5S8jMzCIi4iVFEap7hwQJl4L96VFTXlqhqa6JkY4hay9vYUTDfmipy2vxLfTNimR38OA+BD7wRyJJK7JPAgJfGkLAVkKI1TXoNmw2c6bP4GVk7KfZEKvx9+I/ObhpPnGvXynYw/d4Ne3E2ROHiI0r+ANR4L+DWCxm2LDeAMyfv7xQ13Tp0h5d3aIFbB+mML3Dx6cxhw+fBHKnMH1IjRpVCiVKICCgSO7ff0zNmlVL2o0SZf36HZiamih1l9HOriwpKQVP2tXU1PD1XczNm/fy/Jtlb29LcnIqZcuWztGGwc3Nmbt3H+XIZpFKpdy//xhXV6dcdlq0+Da75YOq8v33rYiNDSA2NoCXL++jra3NokXT6d79B3R0tNHU1OTZs+f4+Z1g5szFpKenU6FCfUxNXTAxcWb27CVMnjwbExNnzM3d2Lo1/xrlRJIw1zdl8PZx1F/YhmE7fyVZkkJgdAiXQ67TePH3+Czvys3wu0W6h949v0NbV49tS3/73MchIKDyCAFbCWLvUonq9dswbNSnFybXrOpCu45d2bFisgI9y4mxmRUuFb1YveGQ0sYQ+DLp0aMjGhrq3Lx5l0ePAhRu/2N1FQYG+lhbl+Lhw6e5Upg+5OTJczkasv67zqJ790EK91tAAOQ1bK1bf1n1a/dXrGO3V0t2ebXg/nJfANJi4zjcric7qjXmcLuepMcVnH74ju+/9yE2No4nTwKV5TIODnZIJJI830tPTyclJTX7ta6uDtu3r2LXrgNs3Jhzpy08PILq1SsxalTOvwmOjnZUrOjOvHnv+0nOm7eUSpU8slUl/832HQextFRezZ6i0dbWQixW48cfO7JkyQyuXTtOqVKWbN68PDuo09PTJTY2gCdPLrN791oaNPBGQ0PecDsrK4tBg8bla1+KjDsRD/jZuyvnRh5AV1OHv06tJFOaRVxqPCeG7mKqzzh6bRxe5B28X0YP5+qp3UjSUj73MQgIqDRCwFbCtO4xipv+l9l/5Mon25j5xwBehgdw+9JRBXqWk7rNu7JVEB8R+AAjI0N++OE7AJYs+TS1r49RUF1F+/at2LPHL48UJjmtW/fA2bkWZ85cokOH1tnH/50SuWlT0Zr5CggUhi1b9iCTyWjQwLukXSk0MQ+f8mT9Dr47uZv25w8SduwM8UGh3Fm4Euv63nS88Q/W9b25s3BloW1Wr14ZF5dyDB6c/4T+c3FycsjVI+4d+/Ydxdq6IgcOvP98NDExZufOtcybt4zDh//JPh4V9Zr27X2oVKl8LjtLlswkMDCUqlW/pUqVRgQGhrJkyUwio2JYu2E/T58G8X/27juuxv4N4PjnnIaGljJKkpERIVlR9iwhImRmZctOsrOVnT0zIkLZSUT2yt4jswhJpfn7o58ePRWqczrx3O/Xy0vOue/v97o9njrXfX+/16VTtDJaWkY4j5rE8+fhlNCrjm2XYVy9fl86Fy5BP/ZO09fX5caNk1hZNc/0frFiOjRtasm+fZuJiLhLZOQ95s1zy3IcgO7dOzHPzQ09jRLUMqgBQDuT1tx4dZuSGiWwMWmFSCTCzKA6YpGID19/f48zwJiRvVBWKcyOFQV7CapAkFdCwiZjSiqFsR88gwnjpvAlJnfrsFVVCrFw0Sx8Vk0l7mu0hCNMU7lmQ75Ef+JUqFB8RJDR8OFpyyJ9ff35lIM777/jV0uYWrduio/P/kxLmL7z999KWNgpKlc2Ys4coTmuIP9Mm7YAG5uWiMV/zo/ZTw8eU7R2DeRVlBHLy6PboDbPAo7x4vAJjLrZAmDUzZbnPyQ5v2P58jlcu3ZLaklbkSKaALx+nXlrgL19exo2NKd37+E4OnZPf/3HpGTixBH07duVr19jMyTYAQHbMDU1AdJaByxdNodxLhOoUqM25y/dxqhCAypVrIvX8tWUKGVEveadGTJtA8sOPGbJ3ru06OTErZt3adakLaVK16ZP/0k8ff5aKn8HstS6dVOAbAugFVcvSklNXR5GPAHg9KNzVCxeHquqzTn9KK3K46PIpyQkJ6KtmvWy9p8ZM96Ziyf3ER8rbNsQ/L3+nJ8kf7FqdZujX9YYl+mrcj2GdYva1LNozP5Nv18WNyfEYjEWrbuxaq3wlE2QUaVKRtSqVZ3ExCS2bNkl8fF/toRJWVmJadPGZVrC9O9jZs92ZefOfXz8+Eni8QkE/3by5Bk+fPjA4sXusg4lR7QqG/E29BLxUR9Jio0j/Pgpvr56S1zEe1RKFANApUQx4iI/5GjcWrVqsGvXOnx89tO5cz+JVzb+HB2DWCzGZ/dh7j98QWJiUob39+/fgqurM8uWraNhw3ZZjrFw4UrU1dXSm10nJ6dw6sxVho+eTd0GndDTr4luiSoMHzKK8+cuoVOyAvaDZ7Bo902W+N3DzesYPUbMxaROM+Tl5VFUUsG6+0hmbghhwY5r1GnaieCgU9Ss0YhyRhY4j5/Ph6ic32DNqjy++xFPGixqi6WHDR3X9OHN55/v142JiaV5694UL2GCZeOubPL2Jzk59/9NvhdtunEj+xu689u7MXDHGBosasvN13cZ03QwPWrb8exDOOYLrei3bRReXefnqMfhd87DHFAprMbOlcJeNsHfS5ST9cIikSjV61DmniOCvPsc9Q73oW3YvWcrdc2McjVGxPvPmJo2xW3lcTR1Skg4Qnj9/AGrZw7g/u3jEh9b8Gc7dOgEDg5O6Ohoc/9+qMSeKujrV09fYvPy5RusrbszZ44rYWF3UFVVYfjwjGWg27Z1YObMiZiamlCtWmNOntybXohk/PgZFC1ahHHjhmUYVyCQNHv7ATx7Fs6FC9Jbpi4t97fu5s46bxRUVdCsWB55ZSUebNtDr+dX04/ZYmhGr2dXcjz2tWs3admyC+PHD8vQ0yw7n+OiGbF7EnffPkQkgrnWU/lwP45Tpy9w4l0gb0qGI7dTgeSYREQiMYhEpKb8v8WISIScnDzyCgoUKqSMsooKYpGIN6/S+p/aOzigp6dLyZIlMCytR78+TmgWKYJ2MV0eP3hI9Ke0pFRNUwe90hWpVKMBNS1tKKqbt6qfkW/CObjdk5sXAomN+Yyufmm6O9jjMq4fcnK//r45eOd4zMvUolfdLiQkJRCXGI9IJEJdKW2Fweozm7n37hGenWZmef6W7QGMdXahkJIyzWwHcP3cUcIf3wZSKV/RmF497RnYrxMKCjnrXaalZcT48cNwcRmZo/MkZfkqH6a6TmXRrjCUVP7bbTQEf5bBVqVJTU395Z0KIWErQEIObeNi0G7On975W9+4s9KtrxuFNAxobf/rH4Y5Ff74Fls9xxB2xV/iYwv+bMnJyRgZ1eXjx8+cOLGHmjWryTokgUBmSpeuiZNTb5l9eJWUSzMWoapXgturN2Pt741KiWLEvo3goE0POl86lqsxO3ToRXR0DEFB2VcVjImJ5WjgOWaHLCDxZQqx1+P49PkDyamJyCXLo1xCg+R6iaSoJ9O56BRMa7VBpbBG+vkJCfF8ePeSD+/CiYp4xecP7/gcFUH0p/d8+vCO8EdpvRqVVdVJSkogOTGRlJRkCimpoGtgRLkqdahpaYVhhRpSXdL64tEtDm5fzO3LwejpG3Dx/AGUCilme3x0/BcsPdpx3SUo2ydRHkGrePnxNR6dZmR4/eOnL7SzHcjtG1eo39Ke7sPnpF9bSkoKV0MCCPbfwvMH10lOSaZ8BWMOHthI0aKav3UtWlpGmJhU5vTpA7959ZJnYFiHSqYNcRy/VGYxCAQ59bsJm9D+vQBp0LobF4L2Mm/JTiaN7v7rE7LQr08nhg4ZR6suQ3K1tOBn4mO/oizcuRJkQU5OjjZtmrF9+14OHz4hJGyC/6zHj58SHf2FQYN6yzqUXImL/IByUW1iwl/zLOAY7Y7t4svzcB7u8KO68yAe7vDDoE2zXI/fpk0zZsxYlOV7J05fx3mkC+HPHiFWkiPVNpXSL6pTpXYDjKrWpZJpQwqra7LmvBNWlUbgdX4A1c1bolJII8M4iopK6JYqj26pzCX3ARLi4xjZsRJxX6MZu3AP5Yxr5fp68sKgfFUGT1nHpw/vmDm4BVWqNuXihUNoF1HP8vjnH8LTy+PfenOPGvpVmdN+MqqKKsw87MHOK36oK6nh77Q1w3lea3czxXUaKoU1cFl6kFLlMhZVEYvF1GrUjlqN0paLhl0IZOeKyZiaNefSxSPoltD55bUULarNzZt3c/k3IRkuruNwnehG12HuqKhk3tMsEPzJhD1sBYhYLMZhxBy8li7h8bPc9VVralkdeQUFHt26KOHoID4uBhVVVYmPK/jzVZvdmJCi58EWloWvy/DesuB1aI0zynH1L4HgT7RixUaKFy+aXgjjTxPYaxi+9VpzrNsg6i+YSiFNDao7D+JV8Fl2mTXnVfBZqjsPyvX49va2xMbG8e5dJACpqXAo6DomptbYte+CXCE1pqw+wcQN/hjom1CiezmeVLrK3cJnUFBR5Mbr42gql0Bf0zjXMSgqKbPy4DPUtYqycGwnTh3c+uuTpEhTuzgzN50lFTHVqjfh2Ys3WR6XlJKcZXl8ALc2o7k9OYTONdux9qw3AO8ioqhbvyOuE1yxbOPAnK0XMyVrWalWtzkz1p1GRU0LM7MWPM8mnh+1yUMSLymDB3RGTV2D7UsnyjoUgUDihIStgNE1qEAj654MG5W7zepisYiOXew4d1zyxR/i474KCZsgWweHbEfugJhvPgm8f5+2/+PlpzcEPzyLvqaejKMTCPJHePgr4uPjiY7+IutQcsXm8A7szh+h4xl/Sv6/YqJSES2s9m+hy5VArPZvQUkr98mopqY6qqqq7Nrlz77jNzGpaY1Dpy7IKyozZXUgEzz3oVuqPCmpyYR/ukXDsj1wbXaYQvIqBNz15Mj95dgYj87zdYpEIuZtu0y95nbsXDGZ9fOG53nMvFBRUWPGutNoapegbp2WXL/+INMxeholsiyP/yM7UxsO3DzKoiVbqGLcgPfvo3BbFUgXp2k5Wt4pr6jIlFUn0NAuQd26rXn89NVPj/9eKVLWXN0mcPXMIWJjJFuxWCCQNSFhK4BadRnC08cP2LwzZ6WTvxvUpz03L57g4kk/icb1Le4rqqrCkkhB1lRUlalRI60EdlDQGQBcD7gzzXq8xJfnCv6bbq7ciK95G/aYWxHUbxRJ8d9ITU3l0kwPdtVqwe66rbi1erNMY9y6dQUqKiq0adNVpnEUZKVKGzB16lz6dumEvKISbl7HmLD4QIYljJrKJdBU1qVMEVMATEtaEf7pFu9jw5l1og2uRxrwKe4Ns4Os+RwfketYeo9eRI+R87h86gDOdlVz3LhZkuQVFXFdcRTDijVo3rw9x4Iy9mfNrjz+48hn6cfsOLuPFzff4D7dnWYdB+C+OTTbpaG/jEdeHjev4xTVK01989bcvfc022O/t0NITEzM1VySMtCxI+oaWmwTnrIJ/jJCwlYAKSgq0X34HKa7zSDqY87v0urrabPLdysB3h74rplBcpJkvoEmJsST8r0Cl0DwAxEiOq7ty5u676Ai7Nt3mEO3T6CrURwTvcqyDu8/Iatk5tWpUPwatWevpQ3+rbvy+cmfWzTq6+u33F69hQ5BfnQ6d4jUlBSe7A3g4fY9fH31hs4Xj9L5wlHKdWwr0ziVlJTo3dued+/eyzSOgkZfv3r6100aW5CamkqHvhOoWqspMwe3IOL1s/T3T/itY2LH2qigztsvjwk95sOajU68unQPtQBtumhMpXXqUOQTFJnU9CAaSsWIi/2Cm6Ml79++yHFsDVp1ZYLnfuJjvzDE2pD4uK+SuORcEYvFOM/1oYZFG7ra9cZ75+EM72dVHn/6oQWYL7TCaKI5c7cuRummJtPXnca2b96TFrFYjMvSQ+iVrkSjhjbcuPkwy+NUVJQ5fHgnCgoKeZ4zr9ymunAt9AhfvwhtXAR/DyFhK6AqmNSjSq1GOE9cnKvzzWtXJOTUHp7dv8yFIMk8aTOt34bzIUHcvPPnfugTSMeRoTs5NWo/G+yXgDEE3Qlh0YmVuLQcJevQcu1PSoCyS2bOjplK4zWL6BjiTzk7G64vXCHrUPMkNSmJpPh4UpKSSIqNQ6VEMe5u2IHp+GGI/r/cS7motoyj/E52T2oKslOnQjl86Ag169Tj6K4VpKSkUNKwEpdP/VNd8OqZQ+gaGNFCdxDrzg1h+2tXDM2rMW1YMOM99lGyTCUsWncjJTmZBzcvAOC/1YP6LbugU8IgV3EZVqyR/rVzJ2MiXmX/NCk/9J+wnCbtHRkxZCQLPP95amxS0piTI/04OyaAbX280FTRYGrDSURvTSJq7UfalRiL+4qzeW4/8COxWMw4Dz8MK1anWdP2XLycdb+1evXMJDZnXvTr3R4NzSJ4L5FOo3aBQBaEhK0AM29pz+UL53J9fvGimrRo2ZK34VnfEcspTZ0StOw0COdxsyUynuDvoatRHIA6JqYoRyrzTSuBxxHPsPS0odrsxrz+/JZGizvwLjpSxpH+nj8xAcoqmRGJRCR+iQEgIfoLKiWKyzjK3FPVK4HJ8H7sNGnE9kr1UVRXQ7+pJdFPX/Bk70H2NbHliF0/Pj9+JutQhSXA2QgNvcTIka74+Kzl4IH1pKakcO3sIaqbtyTsfFp/z8g3L1BWVaOwhjbFlcvSq+xCdC8bMdh8PaqKGigpq6JTwgCRSMQE8wMErPfg+YMw7l8/S4tOuS+G8uReWp851xVpvfOmDmjMzQsn8n7RedB5oBsd+k5kzkx3xkxcmOUxEyZ7UrtWU0CBWZvO0qardPbiicViRs/fTQWTeli1tuNM6HWpzCMp02a4cuPcMWKihadsgr+DkLAVYI9uXcSsTr08jWFkVJrIH5aa5FWTDo68fP6M7XuCJTam4M/2NSGWL/FpSUFsYhyFK6jAe+hXqDthk4IJmxSMnkYJTo3aR3H1ojKO9vf9SQlQdsmM5RJ3jnYZwPYqFjzatY/qowbKOtRc+/bpM88PncD+ehDd754lKTaOhz77SU5IQE6pEB1O+lGxdxdOD3ORdaiEh78SkrZ/+fYtAQeHwXh7e1GhQjmUCimyau0S3oY/4svnKLSK6vLq2X0un9qPWUOb9PP0yxijpqnDZEcLtniMJexC4A/vVca4ZkMWT+pOF6dpyCtk38PsVxaMtk0f0+vQc8pUMmXldEdSUlJyf9ES0NLOid5jPNm4Zi0NGnVhzsL1hL98x+27T6hYuQnrVq2ho+Mk3FYdR0tHV+rxjHD3pkqtxrRv15XAYMlXo5aU3g5t0Syiw9bF42QdikAgEULCVoDduxZC82b18zRG5QqGvHv1REIRgYJCIToPmsr0Ke7Exn2T2LiCP1fkl/e0WdkNCw8bmi/tRFMjS3gJ+/cfkXVo6WJj44iIeE9MzNff+gD2pyVA2SUzN7020mrXWrrfPkOF7p04P3mOrEPNtVfBoaiV1kdZRxuxggKGNi2JuHgVVb0SlGnXCgDDti2Jun1PpnGuX7+dbdv2MHbsEJnGURBs3LiDGTMWcfnydRQU5KlTxxRv793p77e3boS+gSHnAndjamHN5VMHuHHuGDXqt0o/Riwnx/CZWxg4yYtiJcvgu2YGAd6e6e83atsbTe3iVKye+5+Vzx+mNdL+/nQNYLzHPpbuuy/Vxtm/q25TW4bP2sqXrwks9VhGNRMLLOq3opCqBnO2XqB5xwH5Gs/gqeupUb819p16cejImXydOydmuk/m5oVAoj8J+0kFfz6hcXYBlfAtnif3rmHdcmmexqlSyYD3b8NJSU5GLCcnkdiq1GqMroER0+duYt703C9BEfwdDLUNODPaP/3PsbFx+E725/HjZ0REvKdYMR3CJgXLLL7Q0Et06tSX+Ph/bjAoKCigqKiAklIhlJSUUFZWQlVVBVVVFQoXVkVDURHjy9eJ7t6JkkZl+HbiDA999vMs4Citdq2lWK0ahC1dy/nJc2i4VPZLhH9MZgAMbVry7sIVom7do1ittL05ZW2tOdLZUZZh5klhfV0iLl8nKTYOOWUlXp86h45pVRTUCvP69Dkq9ujMm7MX0ShfRmYxbt++l3HjpuHmNuaPbZwtSZs3+3Djxm08PVcBcOxYMABr1mzF2ro5VlbNsWnbhFVem/kWF8vFID8MjExQ/lfTY5FIhGHFGhhWrEFlU0u2eI6lbQ9nIK2VjSiPSdXr5/cprl8O/TIZCyQpKCrlaVxJqmxqQeVlhwBIiI8l4vUz9MvmvhddXg1wWcmmhc70cOjHuo1edGxXMMr6/8jBvg3usxaxaGwnpq87JetwBII8ERK2AurR7YuULlcZbS21Xx/8E+pqyhRWL8LH96/RLi65TcidBkxhnnM7+vdph1EZ6S/DEPw5VFSUqVWrOhcuXGXIkAls2rSUwoVl07/vxYtXdOnSn/j4bygrK5GUlExiYmL6r69fY7M8r9r/f9+9Nq2hbuui2vQsrMKXApoAZZfMPN1/hM+PnqJRvgyvgs+iWaGcrEPNtWK1alCmXWv8GndALCeHdjVjKvW2Jyn+G8EDRnNr5SYUCqtguSR3PSzz6unT5wwf7oKzsxPOeWgs/TcJDt6X/rWengnTpo3nwIHDnD17iYCA4wQEHE9/f/uytIqGIrEIv41ziY/9QkpqCp8+vCP6YwQG5dNahoQ/uU2RYiUlGqd5czvMm9tJdExpUlRSkWmy9l2fsZ4oFlKif5/BxHstobt9a1mHlMmxozuoUb0RWxePp+eo+bIORyDINVFOeo6IRKJUr0MFoyra327venf0i6ngMXtonseyaNqLpp2GYFyzoQQi+4f/1kVERzzB39fz1wcL/lMuXLhK+/a9+PbtG4aGpdi3bzOlS0vuhsHviIn5SsOG7Xj69AV165oREOCNvLw8KSkpxMbG/f9XLF+/xvH1ayyxsbHExqZ9HXPnAYnb9/C5dxfWbfKhSeQH3siJaaekhF3wPjTKl+H+1t2EHw+m+ZaCUXjkypwlPPE7lJ7MWC51J/z4Ka7MXoJILEZRU52Gy+egbpi7KnqCn2vQwJrU1FRCQw/JOpQCSV+/Oi9f3gDg5cs3WFt3Z84cV65du8nixWsxMKrGp/dviYrMukGzSCymZOmKFNbQpvvw2RTVLQ3Ah3fhrJjmyBSv41meJ5C+3aunc/LARhYtWUjfnu1kHU4mPnsDceo/hIGuqzCtX/CSSsF/22Cr0qSmpv5y07OQsBVQ7kNb4eExgxaNTfM8Vs/+07h65TL6hhVR0yqKSZ3meVrv/11CfBzTnZrhuWQe7VrXzfN4gr/LgwePsbXtzevX71BRUWbbNi8aN26QL3OnpKTQpUt/TpwIQVe3OKGhB9HU1MjRGN8ToFSRiPsxMSx5/Y7KQGd1NfRK6qJURFNIgAQA+Pkdol+/UVy6dJRy5WS3JPNPZWBYh0Y2fbHuPjLD61ERrwi7EEjYhUDuXj3NjPUhFNUV/n8riPw2zuW47yrc57kzeEBnWYeTSd+Brvj7+eG+KRSNIsVkHY5AkO53EzbZ76YVZPI5KoKoyNc0amAikfEWzXVm5sxJtLNuRCFiObl/vUTGVVRSplN/V1wnzSQhIUkiYwr+HhUqlCM09BANGtQhNjaOjh37snz5enJykyi3Zs3y5MSJEJSUCrF//5YcJ2sAZi4j6XzxKF0uHGHyrRAWeEznnrwcU6O/MCMmhrLzpwrJ2l/gx4bOx44FY2bWnPDw18ydu5Rly9ZlOLZatcZ8+BAFwKtXb+je3Qkzs+YMGjQWbW0tSpVKW6q3ffsexo2bnuHctm0dCDxxlu0+Rxg1di4TJ3vyISpaylf3ZxCL5UhKTMj0epFiJWls05sRs9KWJr98knX/L4Hs2fadiFX3kbhOcMVjmbesw8lk4xp3iuvqs2C0rcwrfwoEuSEkbAXQ7cvBmNQ0R1FBMlsMi+lo0LFtfYb2b0ef3h35HCW5XlimDaworKHD3MXbJTam4O+hoaHO/v1bGDrUkdTUVNzc5uLoOCpDARBJ8/M7iKfnKkQi2LJlBUZGZfM8pkgkom/f7gQH70df8ITQ4AAAIABJREFUX4/w8Nc0atSOjRt35EsCKmvZJTUPHz6hbVsHLC1tqFu3FaNGTc5w3sSJMzE2tkj/gLRtmy+WljZYWtpQrJgx9etbY2lpw7RpC/L1erJy6lQoEybMwNd3PaVK6f302NTUVHr1Goa1dXOuXAlk1aoFvH8fxdix04h8/5mLl29z9tw1rNoNwKRGK0rq1+Ts2Yt0tuvDyGFj8Nt7gC2btlK+nBmVqjRl0tSlfI6Oyacrzd7DiCdYetik/zKYXAOvkI24H/GkwaK2WHrY0HFNH958fifReeXk5EhK/PX3hJdP7kh0XoFktXVwpn2ficyaOoPZCyRzY1iSggJ38vljBJsXjZZ1KAJBjglFRwqYs0d3sm/TPJatXCKV8Uvqaku0xK1IJKKL0zQ8JtjTu3sbSuv/OX22BPlDTk6OWbNcMDU1wclpHPv2HeLevYfs2bMBPb0SEp0rLOw2AweOBWDKlHG0aNFIouNXqVKR8+cPM2LEJPbuPcjo0VM4fvwUq1YtQF399woE/biX59ixYFxcZrFv3xa2bfNly5ZdaGtrERsbh7FxBVxdnalUyQhIe0Lz7l0khQoVQlFRgSVLZmFiYkzz5p349i2Bjx8/Ex8fj65uWm+4bdu8MDDQl+j1f09q9u7dSKlSenTq1JchQ/piZdUcgNu376cfm5KSQkDAcUqWLEFo6CUsLOri4GCHg0NacYdq1Rrj778Vbe0iEo0xN743dN61ax1lypT+5fGnT5+jUCFFHBzseBcRxenQm4jEYrZu3c3WrbsRieWQl1egRCkobliFWk2rcvnUAboNmUlZY7P0ccIf3+bwzmVsXLcRr6XL0StlSBf7jowb3QcV5dxXKIyNi2d/wGmOHz/FjRs3efPqJfGxMVg2ac7eXcuRk8v6Xq1RsbKE/L/ia3JKMsYzLbCu2hJNZXVcW6dVZVx9ZjPzA5fj2WlmruP7Nzk5ORITMj9h+7eXT+9KbE6BdLTq7ISCoiIL58ygrVUjqlUpL+uQ0hUvVoR1G1fSp+cATOo0pVajgrffTiDIjpCwFRAJ8XH4eLnx7P419u3fhll16XyT09fVIfpjJKmpqRJr7KprUAHL1t3pN2gyx/xXIRYLDWMFmXXq1JYKFcrSsWNf7t17iLm5FT4+a6lXz+zXJ/+GiIj32Nr2JSkpiQ4drBg5Ujq9iVRVVVi/fjEtWjRixAhXDh8+QZ06rdi5cw01alT97XH+nfwADB7ch+HD+wOwd+9B2rfvxdmzAej8v1z/mjWLMDU1Yds2X6ZMmYef32YCA/cAacvwrl27xYIFUyV8xWmySmrevo3MkHRXqVIx/euQkPNUrlyBjh2t8PX1x8KiYO5z/d7Q2d/fmwr/qqLp5bWJXbv2p//57dsIAELPXeXDxxjKGVkQ9f4dqmqamFm05dmDazhOXM7b5w95/jCMrkP+SWpuXz6JnLxChvFLlavCQNe0kvdP7l3jiM9yvJZ7sWSRB6UMy9G9RxdGDnVAqVD2DaE/REWzZ18gJ0+e5fatO0S8fcW3+Djk5BXQ0CqGrmEFWjXogHYxPbYuHk/5ihYcPeJDhfI/LwJ06mEohtoGGGhlrMj4NSEOEZL9Hi+WkyM56TcStidCwvYnaNrekfOBvnTrNpjbYQWrGEx760bYO/Rg00JnylY2k3jFUYFAWoQlkQVAxKunLBjTAQVRAmdO+0otWYO0Mv/y8orEx36R6LhW3UcSGRHBwuW7JDqu4O9iYmLMuXOHMDU1ITr6C23adMXevj/37z/K07jfvn3Dzs6RqKiPGBtXwMtrvsRuSGSna1dbQkMPUrasIe/eRdKsWSdWrNjwW0skvyc/Pj5rs32i07GjNU2aWODr65/pvdq1TXnzRrLL0n7me1Lj7e2VIakZMqQP7dr1xM6uHytXbuTz53/2ZO3ZE0CnTm2xtm7BsWPBJCYm5lu8OZFVQ+fvBg/uQ0iIPyEh/mzYtBJ5BQVMzdowf94Snj55SkXThkxbG8xCnxv0m7gMJRU1FBWUILt/ez/5N1m2kilDpq5n8d67jJyzk8JaJVk0zwM9XRNq1rFhyYrtPH/xBo9l3th2Hkblqs0pVqwq5cuZMdllCleuhqFT0ogOjpOYs/Uiyw88wn1zKMOmb6JVZydqNWrHvG2XUdMshnndFnitzXy9P9p74yCdTNum/3nmYQ+qzLJk99UDTGo18idn5pySsjJP7l796d4iJeXCREW8lOi8AukZPHU9b169YOnKHbIOJZNVy6ZQ0sCQBWM6CvvZBH8MIWGTgpjoj2xaMJLty1x4fPvSTz/AXT1ziAVjO9K9Z3f27liAlob0+1Wpa+kQ/VFyyyIB5BUU6TPWk6WLFhF2R6gkKsiejo42R4/6MHhwX+Tk5Dh27BTm5lb07j2Mp09z/m8nNTWVYcNcuHnzLlpamuzduwklpUJSiDyz8uXLcPZsAD17diYlJYXJk+fQsWMf4uLisz0nu+QnK9WrG/PgwZNMr584cRorqxZ5jv93ZZfUODjYceHCETp0aM2ZMxdo0aIz3759IyEhgePHT2Ft3Rx1dTXMzKoRFHQm3+LNCbFYzMaNS7l69SaLFnlleO/Nuw849B6HgWEd6tRqSnx8PFVqN6HPWE9KG1Wnl/NCipdMqwoZF/uFj5GvKapbmsJqWsTGfM4wVuyXTxRW1/qtmCpWq8fwWVtYuu8+Q2dsQlG5CLOmu1OjekPmz17A/QdPKF3RjO7D57BoVxhL9z1gxrpTDHRdReO2vdDULp7luEoqhZm07BDNOw3EdYIrNrZOJCdn/sCakJTA4dtBdKjWJv01tzajuT05hM4127H2rGSLSmxa50nk62fMd26X7QfokmUrZ/m6oGDS0tGlkXVPZk13J/Yn3w9lJSjQh9iYT6yfm/fWSQJBfhASNgmLinzN3JFt0dcrgnGFkmxbNoEp/RtycNtiIt/882E0OSkR37Uz8NvgztZt63Fx7pZvSwk1i6Qti5Q0XYMKWHUbiWP/sSQkClUjBdlTUFBg9uxJ3Lhxku7dOyISwYEDRzEza8GgQWMJD3/922OtXLkRX19/5OXl2Lt3I8WL5+8+SiWlQixdOptNm5ahpFSI4OBQ5s1blu3xP3ui82//vtczcOAYqlSxYMmStQwc2DOvof+2nyU1urrF6dGjM9u3r0JOTo67dx8SGBhCdPQXGjRoS7VqjTl//gp79gTkW7w5paKijI/PGnx9DzBj1mLsuo3Ew2M1XivWce7cBWo3tmWu9yW0dPTo1G8ydZrYkvAtjvMn0pajpiQns2ftLOo1t0NRSZnSFarx+M4VPkelLaF8/iCMxMQEtIr+vJhJVqqYNWLU3B0s2/+QZQces3jvXaasCqTPWE/qNe+ESuGcV0C17TuR0fN3cfH8OcoZNeDeg4w3SgLvnaZ6SWOKqelkOtfO1IYDN4/meM6fqVGjAqfPHORt+GNmDm5BUhb72fTLCAnbn6bzoGkoKBaie68xsg4lE+0i6mz2XsO1s4c5F+gr63AEgl8SEjYJk5OTJz7uK8OcujJ32kBuXTvM2rVLkEuKYsFoWxaN68SpgC14TrTn07unhJzyo3GD39/3IglFtHUkWnjkR41teqOorIbLtNVSGV/wdylZUpcVK+Zx9eoJbG2tANi1az+mpk0YNWpy+p6h7AQFncHNbS4Aq1YtzNEeMklr3741fn6bAVixYgMvX77J8rifJT//FhZ2h4oV/3kKt2bNIq5fP4mdnQ3jxk2TWOy/48ekZuvWtGQzMPB0+lLHd+8i+fjxE7q6xdmzx58lS9wJCwsmLCyY69dPcvLkGWJj4/I15qwcPXoSLS0jHjx4nOF1dXV1kimE56IVXDx3kVJG1bB2GM3szefpPGhqht5NIpGIQW5ruBpykCn9GzF1QGMUFAvRvs/4tLG0itJl0FRWTO2D+7A27F4znX4TliIW5+1Hrry85Ladl69Sh3nel1AvUpwG5q1Yscon/T3f6wEZlkM+jnyW/vWR2yeoUCzvlVf/rVKF0ly6dIzojxFMG9iEhPjYDO/rlzWW+JwC6RKLxfQe48mpE8e5dLXgVfhs3dycXo6OeC8eT+SbcFmHIxD8lNA4WwoC967hUVgIQYfXZXhqFh+fgO+BEHx2BWBSzZiZrv2yrdYlTT37T0O1WAUa2/SRyvif3r9l9ghrNm9dQxMLyfSSE/w3PHz4hKlT53P48Akg7QNqv37dGTduaKZqgo8fP8PS0oa4uHiGD+/PjBkTZBFyJl27DuTo0ZNYW7fA23tlpve/V4n8+PETVlbdGDLEkZ49OzN37lJUVVXSi44cOHCEceOmpxcdadvWgZkzJ2JqakJcXDw1azZj377NVKyYtudVmkVHfqxs+fLlG6ytuzNnjitnz17k2LFgChVKW4I6fHh/bGxaUqWKJTdunMxQObNnzyHY2lrTsaM1kFYl8uTJvfleJTI1NZUiRSoAcPr0AUxMKhP/LYFadW2IfPeWScsOpS9z/K/Yt2k+x3avxNyyMdu3L8J0flOuTQxCQzntv1+vzUN5GPkUsUhMKS09PDrNQE8jZxVeg0Ou0K/fKOTl5enr2JMxI3uhkEXrGv9DIfRycMSm5xisuo1Ifz388W1mD7dC+Azy55nn3J7Y6Pfcv3NS1qFkqVbddkRGvmfO1ot5vqkiEOTU7zbOFhI2KUhOSsR9WBsmuIymd9fmsg4nk9GTlvP2Ywrteo2V2hxXTgcQ4L2IC6H7UFdTlto8gr/T7dv3cXOby8mTafueFBUVGDLEkVGjBqKhoc7nz1+wsLDm5cs3NG7cgD17NhSYH7QvXrykZs3mJCcnExjoi5lZ9QzvZ5f8hIXdyVDWv3LlCkyenLGs//eEDWD58vXcv/+IZcvmALlP2FJTU3ny5Dnlyhnm8cr/HKmpqRQvXoXExET27t1M/4HjiY+Px83reLb7v/52j25fZLlbb5SUlTl8aAeVK0kmaU1MTMLewZmTgUepVK0+Sqpq3LoURGpKCjXrmDNrxhjq1KoCwLadhxk+dBRVazXBacq6TP9PPwg7R4Vq5hKJS5B/Pn+MZFLPukx0nci40X1kHU4mn6NjKFumFo7jl2LWsO2vTxAIJEhI2GTs3vWzbFsyniuXDhW4hGX+kp2EnL+Nw4h5Up1n04KRFNUuzNa10ikzLvj7Xbt2E1fX2Zw7dxkAZWUlRo4cQEjIBc6evUjp0vqEhPijplZYxpFmNHnyHFas2ICSkhILFkyhR4/Osg4pW0+fPqdmzeZ8/PhQ1qH81MOIJzh6/1Od8HlUOC6tRhL19ROHbp9ALBJRtLA2K+znoavxe0lXuXK1iYpKKwYyfUMIKiq/10vvbxUfG8Nil66EP77D1JnTGDGka57G23sgiKGDR0OqiH4Tl1G1dlMgrUff+UBfju1Zxbvwx2ho6VC9pikhQYE0tulDF6dpErgaQX5K2LeBpKM7IDUV+dbdUOzQj6SQgyRs8yQl/BHnGnfgwJmDPH1yicKFVWQdbibljCyoZt4G+8HTZR2K4D9GSNgKgPVzh2JcqQxL5o349cH5aPPOQDZu3oPTlPVSnSc25jPuw9owe84M7Ds2lOpcgr/b+fNXcHGZxfXrt9JfU1FRITQ0gNKlf95PShaio79QtaolX758BeDVqzBUVKR34ya7ZKarmS2O3iN58fEVBlol2dhjKZoqGYtUJCcno6NTiSdPLqGlpSm1GCXpe1Pn4yN80VRWR10pLdFafWYz9949+q2mznfvPaVJkw4kJSWSnJTIsBmbqVKrsZQj/zPs37yAo7tWULdBQw7sXZXl0sWf+RwdQ8fOQ7h66Txmltb0Gbsk2/13n6Mi2L95PrcvnaSV/VCatneUxCUI8lHys/t8mzcMZc8DoKBAvFsvCg11h+QkEIuJXzYJBUcXXKb2oXqNGhzcv0bWIWdi2aQr35LkGT1faE0kyF+/m7AJjbOlqGP/ybgPa0P/vu0xqZR1ryVZ0CuhLZUqkf+mUliDXs4LmTh+FJb1D6BXIn/3qgj+HvXqmXHypB+nT5/DxcWdJ0+e4eOzRmrJWnYJ0OvP7zh65yQKcgqU0TZghf1cNJTVM52vrq7GtGnjGTMm7emykVFdXr0Kk0qsAEbFyhIyOq1f2/dkxrpqSzyDVtOwfH2cmw7CM2g1nidXM916fIZz5eTkALhw4SqtWzeVWoySlNemzmfP36CDTTdKlavK2EV7WTCmI8un9GbQ5NXUqN9aWmH/Mdr3HkeVWk1Y7tYT/VI1UVZRAURpbeREovS/4/Reh6L/v0fae5+iIlFSVWPcwj2UrWz207k0ihSjl/NCaV6OQMpSwx8hrmiKSCntppRc1bokhR5FsbNT+jFikZh+E5ax1LUnT569pqxhziumSlNl40oEHi+Ye+wEAhASNqnS0tGlZadBjBozmxMHC07VREODEkS8fk7c12iUVTN/2JSkitXrU7tRO/o5TeXg3qX51rpA8Hdq2NCcs2cDSElJkeqetewSoEcRT5jaZizycvJMPTgfj6BVmRKg73r3tmfp0nU8fx5ObGwchw4FYmUl/T2tPyYzh++cwN8prWdWt1q22KzqkW28585d/mMStqyaOu+84oe6khr+Tlt/eq7/oRD69ByAcc2GDJ2xCYAJnvtY5taL1bMG0XfcYuo0sZVm+H+E8lVqMX/7FQL91pGY8I3U1FRSU1MgNTX967TfgfSv035pFdWjRaeBBWZfqUC6xKUrkLx5AanRH0FRiaTLJ5EzqpbpOCMTcyAVBXm5/A/yF+rWMWWfr1DeX1BwCQmblDXt0I9ZQ3axzfckDnZNZB0OAEZldWnc0orty1xwnLD8n7ukUmLTayxzR7Vj/lIfxo+wF5I2QZ7l5wfBHxOgH5/o1Daowf6bR7I9T05OjsWLZ2Jr2weRCBwcBhMZeVeipdmz8mMyE/HlPSXU08rRl1AvRmTMh2zP+75PsKD73tR5Spt/iia5tRmNW5vReAStYu1Zb1xajczy3E3e/oweMZa6TW3pPcYjw3vDZ25h3ZyhbFwwim/xcVi26S7V6/gTKCqpZKjUKBBkRWxghGJnJ+JcHUBJFXEZY5DL/H0u/PEtRCIRpfQLXmGfVi3qMzbhG0kJCcgrKso6HIEgE+H2l5TJKyjSZfB0pk+ZxdfYb7IOJ93qpZN49/IRIYe2SX0uBUUlHMctZdP6jVQ0boqT8wJOn7tNSsrv758UCGTl309zvvO+5Evzio1+em7jxg2wtKyX3gDbwkK6Fci+JzMdqrXJ8bmXLl2TQkSSl9umzgsXb2b0iDE07zggU7L2XX+XFdRvac/2ZS4E7l0r0bgFgr+ZQquuqCw7hMqC3YjUNBHrGWY65tGtiyipFKwCUd/p6xVFLJbjyb2rsg5FIMiSkLDlA+OaDdEva4zbrHWyDiWdqkohNm9agr/3Il4+kX5Dy5JlKjF1dRADJ6/h01d5+jkOx7haK4aPW8yFqwW7Op3gvyu7BGjhiZXIi+XpUrPdL8dYtGh6+lPl+/cfExp6SSqxQuZkppiaDm+j05qPv42OoGhh7SzPq1v35/uMCpLcNHWeMNmT2TPc6dB3Ih37Tfrp+D1HzadZh37sWTeLg9uXSCxugeBvlvLpfdrvEa9ICj2CfKP2mY4Jf3yLItqZb7QUFCqF1Xh467yswxAIsiQkbPnEbsAUdm3bzJ0H4bIOJZ2pSVkmuk1m3ZyhxMfGSH0+kUhEqXJV6NB3AjPWh9Bn3BLeRiXQrWt/qtSwYvSk5Vy7+UTqcQgEvyurpzk7Lu/l2J2TrOm+6LeWExsZlaVXL3sgbSmntXV3clKdNyf+ncy0Nm7Kjst+/4/bjzbGzbI8z9y8llTikbTYhDiCH56lbdVW6a9NP7QA84VWNFjUlqAHZ5jTfnKGc/o5ubF2pRc9Ri2gpZ3Tv4fMkt3AKVh1H0mAtwd71rtL9BoEgr9RvLsTXwc1I356PwoNmYFITYOk0CN87VmXlLtXiZ/Wl7oXTlCqlIGsQ81WsRK6PLt/Q9ZhCARZEsr656PDO5fx9ukNjh5YKetQMrDv5crnmAR6j10s9f1sWUlJSeHpvatcDQngXKAvR47upVoVw3yPQyD4N0fvUTSraIFDbTsgLYGb7D+bgMHb0MnmaVVWPn78RJUqlsTFxQPQtKkFe/ZslGissQlxVHVvyLWJQWgop5W5j/r6kb7eI3n56TX6mnps6rkULZXMpfuPHQvG3n5Age/FllPt7YYScvIETm5rqFY35wVfjvmuwm/DHCzbONB9+GwpRCgQ/HdMcDCjo50tnvOzLnwkazPnrGGJx2I8doWhqFTwesUJ/k6/W9ZfeMKWj5p3HMDTRw/w8Tst61AyWLtiMi+f3uHa2UMymV8sFlPOuBadB02jYjVzLl27J5M4BIIfZfU0Z/y+6Xz59hXbNX2w9LDBeY/bb42lpaWJq6szkFbyPyjoDHfuPJBovCqKyjyZfik9WQMooqrF/kFbuDIhkP2DtmSZrAHUrVsTgKSkJInGJCvJySk0bNqds6dOMmb+rlwlawAt7ZzoOmQmIYe3sWG+UHxDIMiLr18+U7dODVmHka3JEwegrKzC1iUTZB2KQJCJUCUyHykoKtHFaRqTJk6mpN5KLOoayzokANTVlBk6fDA7fHypaWEt01iKlSzL/QdPZRqDQAD/JEA/ujrxRK7HGziwJytWbODNm3cANGhgXWCeaGlopLX3uHXrHjVqVJVxNHnzLSGRuubtef0qnEnLDqFXukKexmvUtheFlFXZvGg0BuVNaN5xgIQiFQj+O5ISEkhOSqRZozo5PldfvzovX6YtVTx2LBgXl1l06dKegIBjANy58wBj47T/z3v0sOPjx89s2bILbW0tkpKScXMbg5XVP8vBLSxsqFixHOvXL84wj0gkYtpMN8Y5j8dugBsaRYrl9nIFAokTnrDls6q1m9K+9zi62zsyfsoqEhILxh1te9tGPLx5kbiv0TKNo7h+OR4+FPaxCf4+CgoKzJ7tCoC2thYAw4e7yDKkTM6dk15BlPzwOTqGqtWaE/HuLdPXBuc5WftOtXDak8lKphYSGU8g+K95cu8qYrEcRYtm/ZT/d5w6FcqECTPw9V3PhAnDCQnxJyTEH2VlpfSvBw3qDcDgwX0ICfFn06alDB/uQkpKCgD37z8iJSWFc+cu8/VrbKY5+vVuj05xXTbOz7o1iEAgK0LCJgN1mtgycWkAISHnsGjiwM07st8XWERLDROzeoSdD5RpHMX1y/LiqfCETfB3srFpSfHiRfnw4SPt27fG29uX8PDXsg4r3fnzV2QdQq4kJ6cwzd2LipUakJCQyMwNZ9DS0ZXY+CunO6KuVRT9MpUlNqZA8F/y+M4llFVzX9I/NPQSI0e64uOzljJlSv/2eRUrlkdeXo4PHz4C4Ovrj719e5o0acDhw1mvmFi+Yi73b57j9XPJLlsXCPJCSNhkpEhRPYbP2kaNBja0adOZuYt3yrwvWfv2bbh29qBMYyiuX47XLx7L/O9CIJAGOTk5xowZApC+h61atZ/3cstPf0rz7O8SE5NwHj8fvZI1WLFkOXWbdGTmxjOoquX+Lv6/7V4zA4Dp605JbEyB4L/m5ZM7aOsUzdW5374l4OAwGG9vLypUKJejcy9fvo5YLEZHpwgAfn6HsLW1plOntuzZE5DlOS2b1qOsUSU2zBueq3gFAmkQEjYZEovFNO3gyJj5u9m5fRfNrQfyLDxCZvHYd2zC/RvniYv9IrMYCqtrIa+gyItXkTKLQSCQph497FBVVcmw9HfOHNn2+7p27SYAkZEfZBrH7/r6NY5+Tm7o6VVj+xZvGtv0wXPPXboNc0dRUUli8yR8iydo33osWndDSVlVYuMKBP81Ea+fYlD695+M/UhBQZ46dUzx9t792+d4eW3C0tIGN7d5rF+fVgH76tUwtLWLYGBQkkaN6hMWdptPnz5nef7GDR68en6fe9fP5ipmgUDShIStANA1MGLcIj/0ylanYcP2rNt6WCZx6BRRo4ppHW5ekO2ySN1S5bhxS9jHJvg7KSsr4eTUJ/3PtWvXYP785URFfczXOL58icHRcRRaWkY0bdoxX+fOrQ9R0XRxGI1BaVMOBxykbc8xeO65g63jROTlJV9Da9aQlgB0Hz5H4mMLBP8ln96/pUqVirk6VywWs3HjUq5evcmiRV6/dc73PWyHD++gfv3aAOzZE8DDh0+oVq0xpqbN+PIlhgMHjmZ5frUq5TGra84Wz7G5ilkgkDQhYSsg5OQVaNtjNIOnrGPBPE9su44l8kP+FwCxadeaa2dkU97/u+L6Zbl3/5lMYxAIpCk09GL614sXpzVmtrHpma8xGBiY4ud3kKZNLXj48DxLlhTcBtEvX0Vg3WEgRuVrcz40FHunGXjsvkWrzoMRi6XzY+xt+CMi3zynv8tKmfSnFAj+JvGxMZQvXybX56uoKOPjswZf3wNs3fr7T9q+S0lJYd++w5w5409YWDBhYcFs27Yq22WRAFs3LuLT+7ecC/TNddwCgaQICVsBU6aSKZOWHQJFDczrt+Plq/xdotTdrhkPbp6X6WbbYvrluP/gsczmFwikaePGHZw7dxlLy3pAWnl/AB+ftfkaR0TEHT5+fMiePRvR0dHG3LxWvs7/O+49eE7j5j0wMbHg7p37OE5YyvztV2lo3UPqc08flFYG3MxStq1OBIK/QckylVjltSFPY2hpabJ79wYWLlzJoUM5WwkUGnoJPb3i6OmVSH+tfv3a3L//iLdvs96KoltCh1ZtbfBdMz29yqRAICui1NTfL+4gEolSvQ7JvqLhf8WedTMRJ0Xjszl/73wvWe2H17JVTFi8H2VV9XydGyDsQiDnjmzh5JF1+T63QCBtHz5E8eTJc7S1i2BmltbQ+cCBrekJnKykpqZSpEgF7tw5g65ucZnGcvnaXYYNm8z9OzcpVtKQLk7TqWKWf8VZLp74sRGsAAAgAElEQVTcx8YFI5m+7hTF9AzzbV6B4G8V/vg2s4dbc/JkADVqSKbdRn6IjYvHwKAmVt1GYNVthKzDEfyFBluVJjU19ZfLOIQnbAWYVbeRnA85yanQ2/k678hBttSuZ85mjzEyuatUQr8cL58JT9gEfydt7SLUrm3K0KET0187evSkDCNKIxKJcHMbk94jThZOBF+ihpkVLZq252tcIuM89jJ9bXC+JmsAzx+GUdPCWkjWBAIJKVWuCnqGFRgy3FXWoeSIirISvRz7csRnOUkJCbIOJ8cS4uOEp4N/CeEJWwF39uhOLgT6cP70TsTi/NtHERefQMNmPahSuzmt7Yfl27wAyclJjOpYmSdPrqBWWHIV3wSCgmLAgNH4+vozc+ZE3NzmoqRUiAcPzqOmlvs+RX+ygMNnGDduCm9fvaRMJVMcRs6lZOncFSgQCAT5LzbhM95XJ/A6+gEiEfSsuQAFOSW2X3MlKeUbYpEcDTV74D15IucuHKdShdxVjJSF5OQU9EvVpFbj9jj8YQWIBluVRl5BEZseYzBv2Rk1DW1ZhyT4F+EJ21/CvEUXEhKSWLneH4Cvsd/oN2wOzi7LpdqrTFlJkZ3blhLsv5k7V09LbZ6syMnJU1TXgNv3XuTrvAJBfnBzm4uvrz/Ll89h2LB+mJhUJj7+G5s375R1aDLhscybXg6OaOiUYtbGEMZ7+AnJmkDwh9kVNh3j4o2Y1jII12ZHKKFWHr9bc7CuPBLXZoexMR7NhRg/ipc0xGnIJFmHmyNycmLGTxpH6FEfYmOybgNQUFWt3ZhufQbwJeIh0wY0ZtOCkTy+fYmcPKwRFAxCwlbAicViujhNw2P+As5evEuDRvY8ffaaY0eOMM5tpVTnLmdYguVenmxa6MyHd+FSnevfiuuX49ZdYVmk4O+yfPl6li9fz5QpY3FwsAPAxWUkAJ6eq4mJ+SrL8PLddPdVzJw6g/a9xzNqzg60i5eSdUgCgSCH4hK/8Oj9BRoYdgVAXqyIiqIGICI+KSb9GA2lYtgPmcWNq5d4/uKNDCPOOedhDqhrarFpobOsQ8kRwwqmXL92nSULx3Hlygnq1q6C95LxuA9tzamDW4mPjZF1iILfJCRsf4Cylc2oUM0cW5vO1Gthz4BJqxgxy5uD+w/g5p63qku/0rZlHRwHObF61iASvsVLda4fVaxenzWrNxEb9y3f5hQIpCk8/DVubnMZNKgXzs6D0l9v1aoJhoaliIr6RK9ew/4z+w3GTFzIkkUe2A+eQasuQ2QdjkAgyKX3X19QuJA2W66Mxf1EG7ZeGc+3pFg6V5vC3puzmXS4HntuutOh6gQqm1qgXawkA5z+rL1sAAsXzeLWpSDev83fG9h50bKzEyVKV6F+AxtOnL7GdJc+3L5xhJnuk3h++wyufeqzY7krL5/elXWogl8Q9rD9IeK+RhP98T3F9cumvxYV+RqP8Z3pN2ggLs7dpDZ3SkoqHbqOISm1ED2dF+ZLT6KUlBTWznZCt3gRtm+YIfX5BAJpS01N5cyZC1lWg3z48AkNG7YnPj6eoUMdmTXLRQYR5p8BQ6exZ8d2eo/xpG5TW1mHIxAI8uD5xzDmB3dgbKM9lCliyq4b01CSL0xc0heMdOpSs6QVV14GEPJ0O6Mst3PrUhArpzni67edpo0KXjuRn6lavSWKypqM99wn61BITU3ly+cPfIx4TVTkK6IiXhEV+ZpPkWm/f3j3ioo16tNvwnIe3rzAFs8x1KxjjtfiiRTRUgPg6Yt3LF/li9/unRQpVhJLqx7UtLBCQVGoH5BffncPm5Cw/eEi37zAc0IXRo51ZuQg6X3w+Rwdi0XjLlhY9aSRdf40+I2PjWH+6A707tuLCaO65sucAoGsBAWdwc7OkdTUVFaunEe3bh1lHZJUdOs1lqMH/Rnoupoa5i1lHY5AIMijz/ERzA+2xb31WQAevr/IsfsrefThMh42NxGJRKSmpjLavyqe7dKqXq+c5sjDW+d5/Og8Ksp/TnJw7uJNrFp1YpyHH2UrmebbvPFxX7keeoRHN88TFfmaqP8naYqFlNEpXpJiunro6elRqpQepQ10KVNaDy3Nwli3tmP+jisoKCoRHxvDnnWzuHctBM8l82jbqk76+AmJSezwPcmGDdt5+vAu9ZrbYWnlQFHdP6c4zJ9KSNj+Q96GP2KxSzcmubkysI+V1Oa5eec51lb2OE1ZS9nKZlKb50cRr56ycJwda9atoHWzmvkyp0AgK6tXb2bixFmIxWIOH95JnTr594EgP7S1deLc6WCGzdxCZVMLWYcjEAgkZOEpO3rUnEcJtXIE3PHkW3Ist96eoFsNdyoUNedexBn23prDpKYHAUhKSmKigxnljSoQfGKbjKPPmQaNuvD+/Uemrzsl1XlSkpO5fyOUC0F7CLsQiHH12jRr3phyZUpSroweZQ110dJQ/ekYdSzsadN9TIbvtzcvnmD7MheatW7LkvnOqKoUynBO2O1nLF/lw2H/vVQ2tcBx/DKpXJ8gjZCw/ce8fHqXZZN7MGvOLHraN5PaPNt8T+LmMpWJS/xR1yoqtXl+dOvSSbYtnUBgoC/lDEvky5wCgayMGDGJrVt3o6ZWmDNnAjAwKCnrkPIsOTmF5q17cfP6VUbP352vd6YFAoH0hX+6jffVCSSnJKKjakBPs4W8iX7ArrBppKQmoyAuRNcasyitZfLPOY9vM2eENZOnT2H08B4yjD5nHj99RW2zJmmrBOq3kvj4r57e40LQXi4F70NLuxgdOnXAsYc1+no5L8k/ZtIKXrz7Sqf+kzO8HvM5ih0rXHkb/hAvrwU0NK+S6dzX7z5iWr0RS/zu5fpaBL8mJGz/Qc8e3GDl1L54LF2IXTvp3b0eNWEpoecuMtJ9G3LyClKb50dHfVZw88JRTp3YlulukEDwN0lKSsLKqjuXLl3D0LAU/2vvvqOiurqHj39nGKogsUelKaKCoiAWrESxomDvvfduTDR2Eysae+8x9l4wGnuP2HsX7GKld+b9g/dnwiMqZYYZZH/WylrJvffss8dl4O655+5z/PiuTL0/W3x8ApWqNuPh/bv8PHsXBe2K6zolIYSe2P3HDP7aOJ+z5/7GwT5ju8ReDjQg8I0SpQKUCjVKJZS0isc619fvi32a9ObypctMW3dBY/m8fhHI7JFtSIiPp653Q7p08KGsi0O6Yh4+cZX+/UcweuHfn5xTq9X4H93JliUTaN2xM1PH90xy/umLt1R092L6hkvpykF8mezDlgXZFS1Nj1GLGTxgKHv/9tfaPDMm9cM8mykHtizU2hz/q3aLPljmLkjnXhO0uv+cELqmUqnYtGkpBQrkIyDgCR069CU+Pl7XaaVJbGwcruXqE/DoAWMW/S3FmhAiCe/2Q8lv60A9r7bEx2dsh9yIaIiMURAerSA0SklwhJJn71N2W7x6xTTCQ95zZOdKjeVz8cReTIyNuHf7KAtmDk13sXbtdiB+B07yPPAu4aGf7h+nUCgoX70RI+bu5Y/liwl8+jrJ+fDwKAyNM8/7hd86Kdi+MUVKlKPL8Ln07t6fQ8evaGUOAwMlPXu05/71c1qJnxyFQkH7wb7cvHaVyb+vy7B5hdCF776zZNeutZiamnD06GlGjZqs65TSpJy7D2+CXjF+6VF5eV0IkazBUzYR/P4tnbtnbKv/bMks1omITlkX7BzfWeBepRon/9Lc/UiZqg0ICQ4mPh1bu9x98JxRvy6njHtT6tdrxf2ANwydvoVsFpafHZMjd34K2Dhw43bSFXThEVEYSbdIvSEF2zfI0bUK7QdPp3PHXpw6p529NZwcbXn19KFWYn+OiWk2eo5eyuJ587T6BFEIfWBvb8f69YtRKBQsWrSaP//couuUUmXbrsM8fnSfMYsO8V2ufLpORwihp7JZWNLlp7ns3rGVXX7HM2xeM2M1SkXSFTuRMSkfX7RYEcJC3mssnzz5bciVz4rdf/2TqnGPHr9iwtTVlK/Skho1GnHlRgDeHX5i8h//0KrPrxQpUe6rMfJZ2XPr9qMkxyIiozEylldQ9IUUbN8o5/KetOozgbatu3L+8j2Nxy9mX5Dg968zdDNtSPyB1mnY7/TtNYh7D19k6NxCZDQPj0pMnToagAEDfuHMmfM6zijlRo74lWIulaVYE0J8lWulurhVrU/3Ln0JDgnLkDlNDNUo/+eBWnRcyveZLV7MnqgIzebqVq0BGzf7ffW6p8/fMvn39VT8oS1VKtfn7Pnb1G4xgKlr/Wk7YCqOrlUwMFCleN48BQpx915AkmNhYVEYGZum9iMILZGC7RtWpkp9GncZSfNmnbl6I0CjsY0MVeTJb83rFxnfhMapTDU8G3ejZeu+hIZlbMEoREbr3r09HTu2JCEhgebNu/L48VNdp/RVBw6d5dWLp7QfOE3XqQghMokuw+diYmpOHa+OGTKfmRHEq0FloMbQQI1KqSYmFQVbaeeixMZo9h6kTNUGnD56gMioTx/1vQz6gO+8zVSr1Yny5Wtx9Ph5fvDpzpS15+gwZAYly1VPcyO4vAUL8ejR/z5hk3fY9IkUbN+4CjWa0KDdEBo37sjNu080GrugTSFeP3/09Qu1oGaTHuQpUIjGLQfy6vUHneQgREbx9R1HhQpuhIdH4OPTnshI/f6iYtiwcRRxLEvOvJl/SwIhRMZQKpUMmbqJu7euM3HyEq3Pl9NcTb3SsdRwisPDMY5qxeNo4JryNZEupYuhVqs1+pQtZ54C5LcpwrY9iZuQv3kXyuzF26lRrzuurjXYt/8k7rXbMuUPfzoPn0vpirUx1MB7Zvms7HkWmPR+LjJS3mHTJ1KwZQGV67SidvPeNGzYgbsPnmssbqFCdrx6ppuCTaFQ0G7QdCzz2FGpckN27jurkzyEyAgqlYqNG5eQL18eAgOfcuhQxr3nkVonz1zmScBD2g2cqutUhBCZTD5rexp1+onfp8/g6o37Wp1LoYDspomFW24LNXkt1Zinoj4xMTZCoVTy9JFm9ylzq+bNvDlLqO3TB2dnD7bv+BuXqo2ZvOYs3UcupEyV+hiZaHapYp78tgS9eExMbNzHYxGR0RopBoVmSMGWRXg06MAP3p3x9unIo8evNBKzSBE7Xj/L2MYj/2VoZELznmNpO2AKg/oPo+fA6URERussHyG0ydIyO23aNAXg+PEzOs7m8wYOGoOtgzP5rO11nYoQIhOq3awXtg7O+Hi3z/BW/6llZGTC80DNF2wWOQvgWK4uv606Ra8xyyhfvREmZtrbj9PI2ATLHHm48+DZx2PhEZEaLwxF2knBloV4Nu5GpTotqe/dkSdP36Q7XvGidgTp6Anbfzm5efDLvL+4cy+AStVacOGKdr+VE0JXqlQpD8DRo6d1nEnyLl++y8O7t2k3cIquUxFCZGIDJ60jMiKclu0G6zqVL8pmbsGrJw80GtPCMhddfppLxZrNMDP/fDt+TctnVZibt/7tSxApT9j0ihRsWUyd5n1wq+aDl08nnr98l65Yzk52vNSDgg3A3DInPUctoYpXBxo1bMukmetkg23xzSlb1gWFQsGDBwFERETqOp1P9O4/koJ2RbEqXELXqQghMjETM3N6jlrCof37WL/5gFbnurZgJVsq1mNrRS8Odx1EXNS/K3VOD5/AKqvSnx37Xc6cvH75WKv5ZZS8BQtz5+6/93RRkVFSsOkRKdiyIK/WAylR1hMv784EvQlOcxxbq7zEREUQGR6iwezSTqFQUKVua4ZN38qmDVup7d1LI08ShdAX2bNbYGtrRUJCAhcvXtV1Okk8CnzO7etXadM/c27yLYTQL05u1ahcpxUD+gzixUvt/C4Pf/6SG4vX0Ojwdpqe8UOdkMDDbXsAeH3pGjHBX76/yZcvH8FvX2oklwsn9hL0PEAjsdIin5U9fnv/4ta9xE7EEZGRqKRg0xtSsGVBCoWChp2GU8S5Ik1bDkhzHKVSwfdWhQh6FqC55DQgn1VhfpyxjTzWjlT18OHO/WdfHyREJuHhUQmAU6fO6TiTpE6euYyhkRGFHd10nYoQ4hvRbsAUvsudH89arbU2hzoujrioKBLi4oiLiMTs+7wkxMdzbsxUyo8f/sWx1jZWhAa/Tdf8Lx7fpbeXLcsm92FsNw9ePdVNb4BKtVpgX6IitTwb06HHBJ48eYaRtPXXG1KwZVEKhYL6bQdz7+bldMWxsrXjlQ4bj3yOgcoQz0bdiImOImcOC12nI4TG/F/Bpm+dIoM/hKBMxUatQgiREsN8txL08hndeo3ReOxsBb7HuX9XNjh7sK54JYyyW2BVoyo3l/6BTT1PzL7P+8XxRR0KERkemqa5Y6KjGNO1GhN61QLg15WJrfzH9ajO6xcZv8zSyMQU7w7DGLvkMFHxJhzetxMTU+01OhGpIwVbFmZiak5cXCzhEWnvrFi4cCG9aDySnHNHd1K+cg3y5Mqu61SE0JgKFcoAcPXqTeLj43Wczb9CQ8MxMDDQdRpCiG+MZc68dP5xNls3bWCXn2a/qIr+EEyg3yFaXj5Mm1uniIuI5N6G7Tza8RclerT/6nhn56LERKX+feKdq6cxsHExXr8IpPvIhSz0CyRXPisW7A0AYEzXqrwL0s3qIAvLXDTpNorfVp+hct1WOslBfEoKtixMoVCQzeI7Xga9T3MMBwc7Xj/XvydsAGcPbqJD+ya6TkMIjSpQ4Hty585JdHQMN2/e0XU6HwWHhGFgYKjrNIQQ3yC3qvUpW82bbp378Pad5t6bf3b0NBa2VpjmzoXS0BA779pcmDyHkEeBbCpTkw2lfiAuIpJNZTyTz8vFiYSEeOLi4pI9/7/uXj1Dby9b/to4H/eazViwN4AyVbw+nlcoFB+Ltl86VeLDG828H5cWFpa5MDYx09n8Iikp2LI4C8ucBL1Oe+MRp2K62zz7S548uEF4aDA+9dx1nYoQGufunvie2Jkz53Wcyb/Cw8MxMJSCTQihHZ1/nE227DmoWVtz77OZW+Un6Pxl4iIiUavVPD92Bue+nWl75wytrh6l1dWjqMxMaXHxULLjc+VMXMET+uH1F+cJC35Hby9bfv+5FSpDY3w3XqXjkBkoFIpPrlUoFMzfk3hfNaJDBULefzm2yBqkYMvismXPQdCbtD9hK1HclldPH6FW61cL/bMHN9OgURNUBvJXXHx7atSoCsDhwyd1nMm/wsMjUKmMdJ2GEOIbpVQqGea7lccBDxg0TDN7PeYt60Ihn7ps/6ER2yrVR52QQPGOLVMVQ6FQEvoh+cYjarWapZP68GNrVyDxfby5O++SzeLL+6splUrm705cvfRT27KEBadvGyaR+cndbBZnnj0Hr9NRsH2f9ztUhoaEftCf9vlxsTGcO7KTHl0a6ToVIbTC3b0sAP/8c0FvviyJCI/A0FAKNiGE9uTKa0W7AVNZs2IFB49qplOu24iBND+3n6Zn/PhhsS8GxsZJznd6euWL45VKJSHJPGE7d2QHferbcfHkXhq0G8JCv0DsncqmOC+lgQHzdiduyv1ja1eiIsNTPFZ8e6Rgy+KyWeTg9ZsP6YqR37qQXi2LvPrPQWwKF6VEMRtdpyKEVhQrZo+pqQkfPoTw5MlzXacDQEREJCoj469fKIQQ6VCxVnOcy3vSrnV3QsMidJ0OBioV4SH/3ke9fhFIby9bVk4fSH7boszZeZf6bQamLbaBirk77wHwQUP7vYnMSQq2LC5b9hy8e5f2J2wA1raFCNKj1v5nD26mZeumuk5DCK1RKpW4ujoDcPasfrzHFhkZicpQCjYhhPb1HL0UIxNTatX9eidHbTNQGRIe+p642Bh+61ePMV2rATB+6VHevXqK4f//uXjd/zBjunnwLugZe9b+Tm8v2yQbZR/avozeXrYE3r0KwC+dKhMW/A6VoREL/QJ5+fgevb1sefnkfoZ/RqF7UrBlcdkscvD2bfoKtmJF7Xn68IaGMkqfD29f8eDmeTq2qq3rVITQqpo1E28K/PwO6jiTRFFRUbLJqhAiQyiVSoZO3czdW9cZNW6eTnMxNDQkLOQ9/Rs68PThTToOnclCv0DyFiz08Zrbl0+yceFY+k9cQ868BQEoaFec88d2fbzm4kk/8ts4fHYe/6O7sC9RjvPHdmvvwwi9JQVbFmdumZP379O3JLJd67r4H9tNTHSUhrJKu38Ob6NKjbpYZpdWtOLb5uNTF4Dduw/w7NkLHWcD0VFRGBmb6joNIUQWkc/anuY9x7FgzhzOnLumszyMjEyIDAuhxy+LWLA3AHfPpCt87l0/x9o5P9N3/Ery5Lf9eLx0xdpcPfs3AK9fPMY0mwXmlrmSnSMqMpwHt87TfuA0zh+Xgi0rkoIti8tm8R0f3qfvCZtTUWuKOpXmgo5/iKjVas7+vYnOHWQ5pPj22dvbUadOdRISEvD1XaDrdIiOjsHIRAo2IUTGqe7dkWKlK9GsSUcio6J1koOxiTGR4SG4Vq73SZv+2NgYFk3oRq/RS/neukiScyZm5uTIk59nAXc4f2wnbtW8PzvHlTP7KeHmQT6rwmSzsOTxfd0VqEI3pGDL4uLjYlEqDdIdp2vX1pzw+0MDGaVd4N0rqNVqald31WkeQmSUUaOGALB27WaCgnTbqTUmJkY2WRVCZLi+41aBQkm9+l10Mn9ocDDf5c6f7DkDlYrCjm6c3r8x2fNlq/lw/tgurpw5gEulOp+d4/yxXZSt5gOAWzUf/P+zlFJkDVKwZXEBd65Q2sU53XFaNPIg5P0bnX7rY2ZuSURYCMEh0vpWZA0lSxbHw6MicXHxzJq1WKe5xMbGYGQsBZsQImOpjIwYPGUDVy+dZ4rvigydOz4+gZCQ97hVrZ/seaVCSfcRCwi8d4V9Gz991865Qk3OHd5OjjwFMDWzSDZGWMh77lw5zdrZP/FLp8oc3LqYC8f36M2WLiJjSMGWxQXcuYh7+VLpjmOoMqBJy1ac8FurgazSJm/BQji6Vmba7PU6y0GIjDZmzDAAli//M93vo6aHUqEkIT5OZ/MLIbIuq8JONOz4I9MmT2XV2ox7PePQsXMoFAqs7Ut89hojE1P6jFuJ/5EdnNq/Iek5YxMadfmZeq36fXb8pZN+VPBsym+rT/PbqlNMWnOW3PmsuX/DX2OfQ+g/KdiysIT4eALvXadapfQXbAD9ezTj4kk/IsNDNBIvLeq07M+61SsIDtH93ixCZIQyZUpRvrwrMTGxzJuXsd8u/5eZeTZCQ97qbH4hRNZWp0UfKtZszpABw7At7M6iZVu0PueOHX9jmSPPV6/LZvEd/SauYd+GuVw5cyDJuXIePtgU+fxKJ/9ju3CpmHS5pEvlevgf3Zm2pEWmpEjNI1WFQqFe6BeoxXRERnr26DbLJvfm1rX9Govp3WwwBRzKUt2ns8ZiptbSSb2oUqkM40d00lkOQmSk06f9qV+/DaamJty+fZrs2ZNfWvM11xet4s7qTahRU7xDC0r27szDHfu4OHUOH+48oOGhreRxTf7GolqNNkTHqxg8ZUOy54UQIiNEhAWzbt5ILp3ch5m5BUOGDWRw/3ZamatcxUYYZctD/4mrtRJffPt6e9miVqsVX7tOnrBlYY/uXMLRubRGY/bs0ZoTfmt1ura6bsv+rF62lNAw3W8zIERGqFSpHM7OjkRGRrF0adqa/7y7eZc7qzfR8NBWmpzYzeP9Rwl+EEAORwdqrpnP95XKfXF8jhzfERmmu6frQggBie+zd/t5PjM2XaVE2Rr8Ov5XClq7Mdl3BfHxCRqd6+njQBxdq2g0pqap1WriYmOIiggjLOS9XmzBJFJPpesEhO4E3rlExfIuGo3pVbMcPykU3Lt2lqKlKmo0dkpZ25fAwbkCDRr3ZvWKqdhZ59VJHkJkpHHjfqRp0y7MmrWEHj06YGFhnqrxH+4+IE85F1Rmia3581cuR8CeA5Qe2CNF43PlysHNm3dSnbcQQmiDiZk5nYb9Tpv+k9i0eDwzpviyaP4SHt4/jYFB4vOKe0EP6bJ24Mcxge+eMKLOQJ4Hv2L/zSMYGhhSKJcN81tOwdI0e5L4YWERREWE4VatQYZ+rpSaPKA+j+9fB0ClMsJApcJAZYiJmTmjFxzAxCx1vyOEbskTtizs0Z3LVHbX7BM2pVJByzatOL1ft8uiOg2bhXVRNzw8GrJ282Gd5iJERqhevQpFixYmLCycEiWqMmvWYsLCUt4xNYejAy9P+xP17j1xEZE8+fsY4c9epnh83ry5iY6SDq1CCP1iZGxKuwFTmLX1JpERYfwydvbHcw55C3NiyG5ODNnN0UE7MDU0pX7J2lR3qMzpoXs5NXQP9nnsmHl40Sdxt+8+gkplSI7PtPTXpdiYKJ4+vMWTp9d5+/Yur1/f4OWLKzx7ch6XshXwWz/760GEXpGCLYuKjAjl9YvHuLsV1Xjszm29uHruEDFRkRqPnVIGBioatBtC95GLGDd6Iu27jSMkVHf5CKFtCoWClSvnYm9vR2hoGOPH+1KsWEUmT55DcPDXlyrmKFaE0gN7sK9xJ/5q1oWcJYqjVKV8j8b8+fMRK0tthBB6SmVkRLX67Vm1fFWySyOP3TuNXS4bbHIUpEaxqqgMEhehlbNx4Xnwp19e+e07Qo48BbSed1q8efmEPPltMM9mjFKZ9PWoWVN/5MzBLbx4fFdH2Ym0kIItiwq8exU7hxIYGxtqPLZ1wdwUdXLh2rlDGo+dWkVKlGPkXD+C3oZSsUoTTvvf1nVKQmiNk1NR/P0PsGnTMpycihIREcm0aXMpVqwSY8dO4+3bd18cX6x9cxof20kDv/UY5/iO7IXtUjy3tfX3xMbGpPMTCCGE9jTqPIL4+DgmTvl038ptV/bS1PXT5Y1r/bdQs5jHJ8evXbmKjUP697HVhjcvHpPfyibZc9ZWuenepy8bF46RvdwyESnYsqiAO5cp5aLZ5ZD/1bipN+eP6UfLWTNzSzr9OIfazfvSsmcKg54AABBxSURBVHlHxk5O/ts1Ib4FCoWCWrU8OHlyDzt3rsHV1Zno6GjmzFmKo2Nlhg+fwMuXQcmOjXyd2JY/7MlzAvYcwL5Zyt/NKGxjJfuwCSH0mkqlolLtlixZsCTJfUBMXAz7bhymUal6Sa73PbQAlVJFizI+n8QKevGckmVraD3ntHj9IhBrm+QLNoCfB7chIvQ9549n3J51In2kYMuiAu5conw57RVs7VvU5PaVM4SHBmttjtRQKBRU8GzC8Jk72bPLD0+v7gQ+fa3rtITQGoVCQbVqFTl8eBv79m2gYsWyxMbGsXTpH5QsWY2BA3/hyZPnScYc7NCPLe51OdC6J5Wmj8X4O0sC9hxgXYkqBPlfYn/L7uxrmvyWHYUKF0CtVhMTI8sihRD6q1n30cRER+E7+99W/AdvH6d0QSfyWuT+eGz9+W0cuHmEJW1moFAkXVb4/OUbYmOjcamUdH80ffHmZSCFCn2+YDMyVDF12ji2Lf+NqIiwDMxMpJUUbFmQWq3m0Z1LeFTWXsGWM4cFruUrc/n0Pq3NkRZ58tswZNpmCtq74OHRkHVbj+o6JSG0zt3dDT+/9Rw5sp3q1asQHx/PmjWbcHGpTo8eQ3n0KHF/Te9962l29i+anNxNQY9KANg1qE2bGyfp8uom7e6epd7WlcnOYZndHFMzc7Yvn5xhn0sIIVLL0MiYCjWaMHfW/I/Htlzek2Q55MHbx5l9ZAnrOi/CzMj0kxgLF2/E2MRMbzstvnkZiIO99RevqefpRpnylaQBSSYhBVsW9C7oKQqFgiKFtNvZqFmzBnqzLPK/DFSGeLcfStefFzBm5Dg69Jgge7aJLMHFpSTbtq3k1Km91KvniVqtZvPmXbi51aJ9+75cuHAlXe80dO3RjZN/rSchQZYcCyH0V8ve44kMD2Puwg1ExERy9N4pGpT892nZ8B3jCY0Op/GSTlSd6c3graMBiIiIok79rsybPZvKdVvrKv2vev08kGIOn3/C9n+kAUnmoUjNL2eFQqFe6BeoxXRERrhwYi9n/vqDk4fXaHWesPAoihWvzJhFB7HMmU+rc6VVRFgwG+aP4nngbZYt/R33sprvmimEvrp//xGTJ89mxw4/EhISfxcULPg9Xbq0pXXrxuTPn7r/b+PjE8hfoDS1mvbAu/3Qj8cHNXFk1rZbAFz3P8ymxeMZNGkdpw9s4uT+9VhY5iI2JpqipSrSqs9ElEolq2cO5d61s5hmy45araZZ91EUd0ncoDYuNoZtKyZz7Z+DKJRK8ts40KrPRL1sry2E0E8rpg3g5oWjLF85F/dyzlhm//LTsj837mPIwOEYGpnQa8xSipQon0GZpk5CfDwDmxTn4cMLWJibfPX6idP/YO/evxk4af0nSz+F9vX2skWtVn/1D16esGVBhYq78ub1K9p1G0tEZLTW5jHPZkJFj1qcP75Ha3Okl5m5JZ2Hz6Fm0140b9aeCdPWfLxxFeJbV6RIIZYvn8WlS4fp1q0t5ubZePbsJRMnzqBEiap4ebVmx459REWl7OeEgYGSlm3bcGj7smSfst2+fJKNC8fSf+IacuYtCIBno678Mm8fYxYd5HnAbe5dO/vx+iZdR/LLvH007zGGdfN++Xh85+ppREeGMX7pUSYsO0Zp99os/rWndDwTQqRYq36/oVIZ06ZFZ+xsXcmZqxgFCrpSzKk6Vau3ol2n4fw6ZSm7/U7wg2cb+vUeSJmqDZi2/pLeFmsAH96+xDx7jhQVawA/DWotDUgyASnYsqCceQrw06xdPHvxFo+a7XkQkPLNcVOrVYsGXNDDZZH/pVAocPdsyvCZO9ixfTe1vHsRHR2r67SEyDA2NlZMnz6Ohw/9WbduEdWrV0ahUHDmzHk6dx5A4cJl6d9/BBcvXv1qUTR98lDi4mI5snNFkuP3rp9j7Zyf6Tt+JXny234yLj4uhtiYaMzMLT85V9ixDB/eJv6ciomK5Mzfm2nWYwxKg8R94irVboHK0Ig7V06l9Y9ACJHFmJlZMOVPf+bvecjsHXcYMnUzDdoPxaFUFWISjPD3v8TC+Yvo1KE7AQGBjJi9h45DZqBU6vet8+sXgXxf8NOfsZ8jDUgyB/3+Wye0xtTMgu4jF1GyfC08PZuye/85rczjU8+doBePef/mhVbia1Ke/LYMnbaF8PBIZi3aqut0hMhwhoaG1KvnybZtq7h79wyTJo2kUCEbIiOjWLt2C56eTSlVyoNZsxZ/dmsAE2Mj6vs0xG/9nI/HYmNjWDShG71GL+V76yJJrj+0Yzm/9avHT+3KkbdgIaztS3wS88b5xKdoAEEvAsiRpwCmZhZJrrF1KMXzwHvp/BMQQmRFRkYmFClRlhoNu9Bu4FQGT9nA+GXHmLHpGvN3P2TKWn9sipTUdZop8vpFIFbWX39/7b/qebrhVqGyNCDRY1KwZWFKpZI6LfrSYcgM+vUeyNjJqzS+HNDIUIWxiRkJ8fEajastBipDGnUeweJ58wkJjdR1OkLoTK5cOenduzMXLx7i+PFddO2auGTy6dMXjB/vi5NTFerUaUHLlt2pXbsF7u51KVGiCra2Zdi3ewcRYcGcO7IDAAOVisKObpzev/GTef5vSeT0dReJiY7E/9iuj+e2LZ/EqC5VWOU7iLot+yUeVKuTfc9CrVYjr18IIbK6Ny8eY1foyx0ik/P7lGGcObiF54HSgEQfScEmcCpTjeEzd7B96w4atRpKcEiERuNHhIVgZp5dozG1ya5oaQoVd2XK72t1nYoQesHZ2RFf38Qlk3/+uYgffkhcMnnu3CUOHDiKv/8l7tx5wPPnrwgJCSU2NnEDbYsciXsaKRVKuo9YQOC9K+zbOC/ZOQxUhji5eXD/+j8fjzXpOpIJy47j3WEYq2cOASBPATveBT37ZOnOk/vXyW/joI2PL4QQmcabl4FYW6W+AZO1VW569O3HxoWj5X1gPSQFmwAgVz5rhvluI05tTJUfWnDtpma6gcbGxRMTFYGxqX7uVfI53u2HsXbFcl6/DdF1KkLoDUNDQ7y8PNm+fRV37pxm4cLpLF7sy4YNS9i3bwOnTu3l+vXjeDduDMCckW1ZM3MYasDIxJQ+41bif2QHp/Zv+CS2Wq3m4c0Ln7zfplQqqdGwC+qEBG5eOIaxiRnunk3ZsnTixyf3Zw9tJSY6kmKlK2v9z0AIIfRZsdKVmD55CqN/W0FkVEyqxv40qDVR4cHSgEQPSVt/kYRarea431r2rv2dxcvnU8/TLV3xgt4E4+JSnZmbr2sow4yzdtaP2FnnZp7vYF2nIkSm4l6tDRXrtOXCiT1c++cgAJY58zLMdytKAxUzhzeneY+xPHlw42Nb//i4WAoWcqT9oOkYGZuweuZQnMvXoEyV+gBcPOnH8b1/MGjyemJjo9m27Deu+x9BoVTyvZU9rfr+Ss48BXT5sYUQQi+8evqQzUvG8S7oKRN/HU1T75R/mfXXoYv07jmAsYsP6+3G4N+SlLb1l4JNJOvWxROsnD6Q5asWUusH1zTHuXn3CT7e7fl11WkNZpcx3gU9Y1J/L06d9sPWKo+u0xEiUzhx9gYdO/Rh4ooTGBioADiyayWbFo37eE2PXxbhWrmejjIUQohvn1qt5uo/B9mydAL2Do787vszjg5WKRpbrVYnKtXtiEulOl+/WKSL7MMm0sWxTFU6DJlB1069OXziaprjvHsfmqneX/uvnHkL4l6zKaMnLNR1KkJkGnPmrcWjfvuPxRpAdZ/OLPQLZMScxD0Zl/zWi95etqyf/wvx8XG6SlUIIb5ZCoWC0u61GLPwb/LZlqSWZ2MG/TyX0LCor451LlWKp49uZUCWIqWkYBOfVbJcddoPmk6nDj05dvpGmmK8ex+KaTL7KmUWdVr05fD+Pdy481jXqQihVfeCHlJ1pvfHf2xGubDwxEqmHJiD08QqH48fuHX0szGevnjL6WMHqFynVbLnbYo4s9AvkJlbrlPcpQrH966ln7c9o7tUzRRbfwghRGZjaGRCvdYDGDnXj2s37lOmXD2u3gj44pjSpYrzPOBmxiQoUkQKNvFFzhU8adNvEu3bduPUudR/2/L+Qyhm2TLnEzYAC8tcVPfpxKhxc3WdihBa5ZC3MCeG7ObEkN0cHbQDU0NT6pdM3Pusd9VOH8/VdvzhszHmLNyMa6W6mFvm/OJcpmYWDJz0Jwv2BtCk60jevHzMyA7u9Pay5dq5Q5r8WEIIIUhcNdR95EKq1e9A3wFjv7iNU7kyxXnyQAo2fSIFm/gql0p1aNVnAm1adeHs+dTtz/H+QwimmbhgA/Bs1I2L/5xM9WcXIrM6du80drlssMlRMMVjoqNj2bL+Tzy8O6V4jEKhoFbTniz0C+THmdsBWDCuC729bNmyZEKm2b9RCCEyixqNuhIcHMz8Zbs+e01JR1tCP7wlMiI0AzMTXyIFm0iRMlXq07zHOFq17MT5y/dSPC44OBTTbBZazEz7TMzMqd28D6PHzdR1KkJkiG1X9tLUtcHH/156ei2VZzSg36af+RARnOyY1RsPkie/Ldb2JdI0Z+HiZVjoF4jvxqvYO5Xl0I7l9PUuTEJCQpriCSGE+JSBgYo2/SczY+pUXgZ9SPYaQ5UBVoWK8uzR7QzOTnyOFGwixcp6eNO4y0iaN+vMxasPUjQmLi6OS6f+YsOCUZw7soN3Qc+0nKV2VPNqy8N7t/nr0EVdpyKEVsXExbDvxmEalUrs4tilYhsu/XyIE4N3kc8iL6P2TE523Iplf+Dh3THd82ezsGSY71Z++n0nkLgPmxBCCM2xK1oa18peDBru+9lrihZ35OnDtPUvEJonvwlFqlSo0QSfjsNp1rTTV19aBRg9vCPLVsyjtJMNt87tY8ogH0Z2rMiKqf05uns1Tx7cyBTLngyNTKjfZhDjJ/h+cd23EJndwdvHKV3QibwWuQHIa5EbA6UBSqWSjhVacOHxp11jj5+5QdDLZ5SuqLkW0BdP+mkslhBCiKR8Ogzjn1PH2HfoQrLnnZ0deSadIvWGFGwi1SrWbEb9toNp3Lgj125/eV8+I0MVNaqWYvyITuzbMZeAB6fZuWMN9etW5v2z66yY1o+hLUvjf+zza6n1RQXPJgR/eM/KP/frOhUhtGbL5T1JlkO+DAn6+O97rv+N4/dFPxkzd/6nrfzT6+IpKdiEEEJbTLNlp1n3Mfw4bAyRUTGfnHdzKc7Th9J4RF9o7reryFIq12lFQnw8jRt2ZNfuP3Aqap2icUqlAmcnW5ydbBnYqwkAh05coUvHXpRw88BMj7cAMDBQ0X6QL+NGd6FggbzU9Syj65SE0KiImEiO3jvF700nfjw2du80rj2/hQIFNjkLJjkHia38Tx3dz4RlxzWay9uXT8hv46DRmEIIIf5VpooXZw9uZvyUVUwZ1yPJuXKuDjwPvEd8fJxGv4wTaaNQq1O+vEuhUAQAtlrLRgghhBBCCCGyhkC1Wm33tYtSVbAJIYQQQgghhMg48g6bEEIIIYQQQugpKdiEEEIIIYQQQk9JwSaEEEIIIYQQekoKNiGEEEIIIYTQU1KwCSGEEEIIIYSekoJNCCGEEEIIIfSUFGxCCCGEEEIIoaekYBNCCCGEEEIIPSUFmxBCCCGEEELoqf8HNH9pUXfgaLsAAAAASUVORK5CYII=\n",
|
|
"text/plain": [
|
|
"<Figure size 1440x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"proj = ccrs.LambertConformal(central_longitude=-95, central_latitude=35,\n",
|
|
" standard_parallels=[35])\n",
|
|
"\n",
|
|
"# Change the DPI of the figure\n",
|
|
"plt.rcParams['savefig.dpi'] = 255\n",
|
|
"\n",
|
|
"# Winds, temps, dewpoint, station id\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",
|
|
"\n",
|
|
"# Create the figure\n",
|
|
"fig = plt.figure(figsize=(20, 10))\n",
|
|
"add_metpy_logo(fig, 1080, 290, size='large')\n",
|
|
"ax = fig.add_subplot(1, 1, 1, projection=proj)\n",
|
|
"\n",
|
|
"# Add various map elements\n",
|
|
"ax.add_feature(cfeature.LAND)\n",
|
|
"ax.add_feature(cfeature.OCEAN)\n",
|
|
"ax.add_feature(cfeature.LAKES)\n",
|
|
"ax.add_feature(cfeature.COASTLINE)\n",
|
|
"ax.add_feature(cfeature.STATES)\n",
|
|
"ax.add_feature(cfeature.BORDERS, linewidth=2)\n",
|
|
"\n",
|
|
"# Set plot bounds\n",
|
|
"ax.set_extent((-118, -73, 23, 50))\n",
|
|
"ax.set_title(str(ob.getDataTime()) + \" | METAR | \" + edexServer)\n",
|
|
"\n",
|
|
"stationplot = StationPlot(ax, data['longitude'], data['latitude'], clip_on=True,\n",
|
|
" transform=ccrs.PlateCarree(), fontsize=10)\n",
|
|
"stationplot.plot_text((2, 0), data['stid'])\n",
|
|
"custom_layout.plot(stationplot, data)\n",
|
|
"plt.show()"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
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"display_name": "Python 3",
|
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"language": "python",
|
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"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
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"version": 3
|
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},
|
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"file_extension": ".py",
|
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"mimetype": "text/x-python",
|
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"name": "python",
|
|
"nbconvert_exporter": "python",
|
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"pygments_lexer": "ipython3",
|
|
"version": "3.6.6"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 1
|
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}
|