{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Satellite data (part 2)\n",
"----\n",
"J. Potemra\n",
"April 2022\n",
"\n",
"----"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Outline\n",
"In this notebook we will look at a variety of satellite data and apply these data to different questions. We will first start with sea level as measured by altimetry and do some comparisons to tide gauge data. Next, we'll have a look at surface temperature and try do some trend analysis. After that, we'll have a look at scatterometer winds and compute Ekman currents. Finally, we'll have a look at ocean ocean."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 1. Satellite data: Sea level\n",
"\n",
"In this exercise we will try to access and plot satellite-derived data. To make things even more flexible, we will read data from remote data services (_i.e._, there will be no need to access data on the SOEST disks or download anything to your local machine). As mentioned before, NASA PO.DAAC, the APDRC and PacIOOS are all good places to look for data:\n",
"\n",
" * https://thredds.jpl.nasa.gov/thredds/catalog.html\n",
" * http://apdrc.soest.hawaii.edu/data/data.php\n",
" * https://pacioos.org/thredds\n",
"\n",
"Additionally, we will make use of the mapping functions within cartopy. This is just one way to draw coastlines; GeoPandas and matplotlib are two others."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"As usual, the first thing we want to do is import all the necessary packages:\n",
"
\n",
"
Numpy for numerical analysis and array handling\n",
"
Matplotlib, pyplot for plots\n",
"
cartopy for coastlines\n",
"
netCDF4 to read the data from remote (OPeNDAP) servers (recall xarray is another way to do this)\n",
"
"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# load array utils\n",
"import numpy as np\n",
"\n",
"# load in plotting rountines\n",
"import matplotlib.pyplot as plt\n",
"# this for colormaps\n",
"from matplotlib import cm\n",
"\n",
"# add mapping routines\n",
"import cartopy.crs as ccrs\n",
"import cartopy.feature as cf\n",
"import matplotlib.ticker as mticker\n",
"from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n",
"\n",
"# import netcdf for working with OPeNDAP files\n",
"import netCDF4 as nc\n",
"\n",
"# import pandas for data handling and dates\n",
"import pandas as pd\n",
"\n",
"# import datetime for date handling\n",
"import datetime as dt"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 1A. Plot map of sea level from AVISO at particular time\n",
"In this first example we'll try make a plot of sea level anomalies from satellite altimeter, specifically the AVISO product. We can get the proper URL from the JPL PO.DAAC server."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# specify the URL to the data set, then create data object\n",
"URL = 'https://thredds.jpl.nasa.gov/thredds/dodsC/ncml_aggregation/SeaSurfaceTopography/aviso/dynamic_topo_1deg_1mo/zos_AVISO_L4_199210-201012.nc'\n",
"file = nc.Dataset(URL)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'time': \n",
"float64 time(time)\n",
" bounds: time_bnds\n",
" units: days since 1950-01-01 00:00:00\n",
" calendar: standard\n",
" axis: T\n",
" long_name: time\n",
" standard_name: time\n",
"unlimited dimensions: time\n",
"current shape = (219,)\n",
"filling off, 'time_bnds': \n",
"float64 time_bnds(time, bnds)\n",
"unlimited dimensions: time\n",
"current shape = (219, 2)\n",
"filling off, 'lat': \n",
"float64 lat(lat)\n",
" bounds: lat_bnds\n",
" units: degrees_north\n",
" axis: Y\n",
" long_name: latitude\n",
" standard_name: latitude\n",
"unlimited dimensions: \n",
"current shape = (180,)\n",
"filling off, 'lat_bnds': \n",
"float64 lat_bnds(lat, bnds)\n",
"unlimited dimensions: \n",
"current shape = (180, 2)\n",
"filling off, 'lon': \n",
"float64 lon(lon)\n",
" bounds: lon_bnds\n",
" units: degrees_east\n",
" axis: X\n",
" long_name: longitude\n",
" standard_name: longitude\n",
"unlimited dimensions: \n",
"current shape = (360,)\n",
"filling off, 'lon_bnds': \n",
"float64 lon_bnds(lon, bnds)\n",
"unlimited dimensions: \n",
"current shape = (360, 2)\n",
"filling off, 'zos': \n",
"float32 zos(time, lat, lon)\n",
" standard_name: sea_surface_height_above_geoid\n",
" long_name: Sea Surface Height Above Geoid\n",
" units: m\n",
" original_name: maps_of_absolute_dynamic_topography\n",
" history: 2011-02-11, 12:02:38, AVISO, Aviso2Cmor 2009-01-01 2009-12-31 2011-08-24T20:50:25Z altered by CMOR: Converted units from 'cm' to 'm'. 2011-08-24T20:50:25Z altered by CMOR: Converted type from 'd' to 'f'.\n",
" original_units: cm\n",
" cell_methods: time: mean\n",
" cell_measures: area: areacello\n",
" missing_value: 1e+20\n",
" _FillValue: 1e+20\n",
" associated_files: baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_ocean_fx_Obs-AVISO_obs_r0i0p0.nc areacello: areacello_fx_Obs-AVISO_obs_r0i0p0.nc\n",
"unlimited dimensions: time\n",
"current shape = (219, 180, 360)\n",
"filling off}\n"
]
}
],
"source": [
"# We can optionally print out the variables and metadata in the file\n",
"print(file.variables)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# Next, as an example, let's extract data for a specific time, e.g.,\n",
"# extract lat, lon, and sea level anomaly at time=1\n",
"sat_lat = file.variables['lat'][:]\n",
"sat_lon = file.variables['lon'][:]\n",
"sat_time = file.variables['time'][:]\n",
"sat_sea_level = file.variables['zos'][1,:,:]\n",
"\n",
"# NOTE: it's usually good practice to \"close\" the file after done\n",
"# extracting. To do this:\n",
"#file.close()\n",
"# but we will be needing this later, so I'll leave this commented out."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Now let's make a quick plot to see what we have\n",
"fig=plt.figure( figsize = (12, 8) )\n",
"plt.contourf(sat_lon, sat_lat, sat_sea_level, 50)\n",
"plt.colorbar(orientation='horizontal');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Side note about time\n",
"\n",
"In this example, we arbitrarily choose time index 1 (_i.e._, the SECOND time-step). How can we determine what date this corresponds to? And, maybe we want to select a different time, but not on index but on date. How can we do this?\n",
"\n",
"It turns out the file does have metadata that tells us how the time (number) corresponds to a date. We can use this, and the datetime function to convert."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"days since 1950-01-01 00:00:00\n"
]
}
],
"source": [
"# first, let's have a look at the units on the variable time:\n",
"\n",
"print(file.variables['time'].units)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"the first time is 15629.5\n",
"the last time is 22264.5\n",
"the range is 6636.0\n",
"number of times 219\n"
]
}
],
"source": [
"# and what are the first and last values, difference between \n",
"# successive times, and how many are there?\n",
"print(\"the first time is \", sat_time[0])\n",
"print(\"the last time is \", sat_time[-1])\n",
"print(\"the range is \", sat_time[-1]-sat_time[0]+1)\n",
"print(\"number of times \", len(sat_time))\n",
"#print(sat_time[0],sat_time[-1],sat_time[1]-sat_time[0],len(sat_time))"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"# okay, time is a number from 15,629.5 to 22,264.5 \n",
"# that represents \"days since Jan 1, 1950 at 00:00:00\",\n",
"# there are 219 of them, and they appear to be monthly\n",
"# how to convert to a date?\n",
"# the netCDF4 package has a \"num2date\" method, and this\n",
"# requires a variable name and unit; we can use this,\n",
"# then make a date with Pandas datetime like before (!)\n",
"\n",
"time_convert = nc.num2date(file.variables['time'],\n",
" file.variables['time'].units,\n",
" only_use_cftime_datetimes=False)\n",
"date = pd.to_datetime(time_convert)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"DatetimeIndex(['1992-10-16 12:00:00', '1992-11-16 00:00:00',\n",
" '1992-12-16 12:00:00', '1993-01-16 12:00:00',\n",
" '1993-02-15 00:00:00', '1993-03-16 12:00:00',\n",
" '1993-04-16 00:00:00', '1993-05-16 12:00:00',\n",
" '1993-06-16 00:00:00', '1993-07-16 12:00:00',\n",
" ...\n",
" '2010-03-16 12:00:00', '2010-04-16 00:00:00',\n",
" '2010-05-16 12:00:00', '2010-06-16 00:00:00',\n",
" '2010-07-16 12:00:00', '2010-08-16 12:00:00',\n",
" '2010-09-16 00:00:00', '2010-10-16 12:00:00',\n",
" '2010-11-16 00:00:00', '2010-12-16 12:00:00'],\n",
" dtype='datetime64[ns]', length=219, freq=None)\n"
]
}
],
"source": [
"print(date)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"slice(62, 62, None)\n",
"1997-12-16 12:00:00\n"
]
}
],
"source": [
"# We now have a \"proper\" date, how can we search?\n",
"# use the \"get_loc\" method on our date\n",
"\n",
"print(date.get_loc('1997-12-15'))\n",
"print(date[62])"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# okay, now let's redo our plot, but now select the 63rd time-step\n",
"# that corresponds to December 1997:\n",
"sat_sea_level1 = file.variables['zos'][51,:,:]\n",
"sat_sea_level2 = file.variables['zos'][62,:,:]\n",
"fig=plt.figure( figsize = (12, 8) )\n",
"levels = np.linspace(-1.4,1.4,51)\n",
"plt.contourf(sat_lon, sat_lat, sat_sea_level2-sat_sea_level1, \n",
" 50, vmin = -1.0, vmax = 1.0, cmap = cm.jet)\n",
"plt.colorbar(orientation='horizontal')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now let's copy/paste the map drawing code from last time and polish up the plot"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/opt/tljh/user/lib/python3.9/site-packages/cartopy/mpl/gridliner.py:451: UserWarning: The .xlabels_top attribute is deprecated. Please use .top_labels to toggle visibility instead.\n",
" warnings.warn('The .xlabels_top attribute is deprecated. Please '\n",
"/opt/tljh/user/lib/python3.9/site-packages/cartopy/mpl/gridliner.py:487: UserWarning: The .ylabels_right attribute is deprecated. Please use .right_labels to toggle visibility instead.\n",
" warnings.warn('The .ylabels_right attribute is deprecated. Please '\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# draw color-shaded plot with map background\n",
"\n",
"# set up the figure\n",
"fig=plt.figure( figsize = (12, 8) )\n",
"\n",
"# set projection\n",
"ax = plt.axes(projection = ccrs.PlateCarree())\n",
"\n",
"# color-shade sea level ('data') on same projection\n",
"plt.contourf(sat_lon, sat_lat, sat_sea_level2-sat_sea_level1, 50,\n",
" vmin=-1.0,vmax=1.0, cmap=cm.jet, transform=ccrs.PlateCarree())\n",
"\n",
"# add coastlines\n",
"ax.add_feature(cf.COASTLINE)\n",
"\n",
"# add lat/lon labels\n",
"gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True, linewidth=2, color='gray',\n",
" alpha=0.75, linestyle='--')\n",
"gl.xlabels_top = False\n",
"gl.ylabels_right = False\n",
"\n",
"# set label size and color\n",
"gl.xlabel_style = {'size':15, 'color': 'black'}\n",
"gl.ylabel_style = {'size':15, 'color': 'black'}\n",
"\n",
"# specify where to label\n",
"gl.xlocator = mticker.FixedLocator([-180, -120, -60, 0, 60, 120, 180])\n",
"gl.ylocator = mticker.FixedLocator([-90, -60, -30, 0, 30, 60, 90])\n",
"\n",
"# specify how to label\n",
"gl.xformatter = LONGITUDE_FORMATTER\n",
"gl.yformatter = LATITUDE_FORMATTER\n",
"\n",
"# Add a colorbar and title\n",
"plt.colorbar(orientation='horizontal')\n",
"plt.title('AVISO Sea Level Difference, Dec 1997-Dec 1996');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 1B. Make a time-series at a point\n",
"\n",
"Now, let's try and extract a point near Hawaii (roughly 22N, 158W) and plot vs. all time. Note since we closed the data set, we need to re-open and extract like last time."
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
"# This time let's use the APDRC file, first we \"close\" the last one\n",
"file.close()\n",
"\n",
"URL = 'http://apdrc.soest.hawaii.edu:80/dods/public_data/satellite_product/TOPEX/AVISO_reference/msla_monthly'\n",
"file = nc.Dataset(URL)\n",
"sat_time = file.variables['time'][:]\n",
"sat_lat = file.variables['lat'][:]\n",
"sat_lon = file.variables['lon'][:]"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[[607]] [[524]]\n"
]
}
],
"source": [
"# We now look for \"where\" the salellite data set has a measurement near 22N, 158W;\n",
"# note that we don't know the exact resolution of the satellite data set, \n",
"# so we search within a range. For example, the satellite may not have data\n",
"# at 21.75, and if we search for lat = 21.75 we'd get nothing back. On the other\n",
"# hand, if our search is too wide, we may end up with more that one point.\n",
"# To do the search, we use the numpy \"argwhere\" method\n",
"\n",
"# step one, find the index corresponding to our point\n",
"J = np.argwhere((sat_lat > 21.5) & (sat_lat < 22.0))\n",
"I = np.argwhere((sat_lon > 202) & (sat_lon < 202.5))\n",
"print(I,J)\n",
"\n",
"# step two, extract the data at this I,J index\n",
"sealevel_hnl_aviso = file.variables['sla'][:,int(I),int(J)]"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(208,)"
]
},
"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"sealevel_hnl_aviso.shape"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Make a plot\n",
"plt.plot(sealevel_hnl_aviso)\n",
"plt.title('AVISO Sea level at Honolulu');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Note that the x-axis is just sequential from 1 to 208, corresponding to the array index (row) of the dataset. But what we really want is time. Checking the metadata (see above; time.units) you can see the time values are monthly mean values from December 1992 and are reported in \"days since 1-1-1\". This is a standard, but bad, reference used for example in matlab. It cannot directly convert in python, _e.g._, this will give an error:\n",
"\n",
" time_convert = nc.num2date(time)\n",
" date = pd.to_datetime(time_convert)\n",
" \n",
"So, we'll have to add an extra step. There are probably many ways to do this, but here let's just use the fact that we know the data start on Dec 15, 1992. If we subtrac this from all the subsequent days, we have re-referenced the time value to \"days since Dec 15, 1992\". In other words:\n",
"\n",
" date = time - time[0]\n",
"\n",
"will have time as \"days since Jan 1, 0001\" and date as \"days since Dec 15, 1992\". We can then pass this to datetime."
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(12,8))\n",
"plt.plot(hnl_data2['sealevel_hnl_tideg'],label='Tide Gauge')\n",
"plt.plot(date_aviso,sealevel_hnl_aviso,label='Satellite')\n",
"plt.title('Sea surface height variations at Honolulu')\n",
"plt.xlabel('date')\n",
"plt.ylabel('cm')\n",
"plt.grid()\n",
"plt.legend()\n",
"plt.xlim([dt.datetime(1993, 1, 1), dt.datetime(2010, 12, 31)])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 2. Satellite data: Sea surface temperature\n",
"\n",
"In this exercise we will try to access and plot satellite-derived sea surface temperature (SST) and sea ice data. Like last class, we will read data from remote data services. Here we add a new one, a NOAA THREDDS server:\n",
"\n",
" * https://thredds.jpl.nasa.gov/thredds/catalog.html\n",
" * http://apdrc.soest.hawaii.edu/data/data.php\n",
" * https://pacioos.org/thredds \n",
" * https://psl.noaa.gov/thredds/aggregations.html"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# load array utils\n",
"import numpy as np\n",
"\n",
"# load in plotting rountines\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib import cm\n",
"\n",
"# add mapping routines\n",
"import cartopy.crs as ccrs\n",
"import cartopy.feature as cf\n",
"import matplotlib.ticker as mticker\n",
"from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n",
"\n",
"# import netcdf for working with OPeNDAP files\n",
"# (can also use xarray)\n",
"import netCDF4 as nc\n",
"\n",
"# import pandas for data handling and dates\n",
"import pandas as pd\n",
"\n",
"# import datetime for date handling\n",
"import datetime as dt"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# Read data from NCDC THREDDS server: SST, SST anomales and ice concentrations\n",
"URL1 = 'https://psl.noaa.gov/thredds/dodsC/Aggregations/OISSThires/sst.mean.nc'\n",
"URL1a = 'https://psl.noaa.gov/thredds/dodsC/Aggregations/OISSThires/sst.anom.nc'\n",
"URL2 = 'https://psl.noaa.gov/thredds/dodsC/Aggregations/OISSThires/icec.mean.nc'\n",
"\n",
"dataset1 = nc.Dataset(URL1)\n",
"dataset1a = nc.Dataset(URL1a)\n",
"dataset2 = nc.Dataset(URL2)"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [],
"source": [
"# Note that there is a variable called \"time\" and in this\n",
"# the units are days since 1800-01-01 00:00:0\n",
"# We can convert this to datetime like last time\n",
"\n",
"time_convert = nc.num2date(dataset1.variables['time'],dataset1.variables['time'].units,\n",
" only_use_cftime_datetimes=False)\n",
"date = pd.to_datetime(time_convert)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 2A. Make lat/lon contour plots of SST and ice concentrations\n",
"\n",
"Here we can pick a specific time, _e.g._, Feb 15, 2020, and just read that date. Since the times were convered to datetime, this is straightforward:\n",
" \n",
" date = datetime(2020,3,15,0) \n",
" timeindex = date2index(date,timevar)\n",
" \n",
"In this example, let's use the python indexing syntax of [-1] to get the last time available. This is sometimes helpful when running a regular script (_e.g._, get the most recent file every day without knowing what that is\n",
" \n",
" timeindex = -1"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [],
"source": [
"# extract all lats, lons and variables for time at the last index\n",
"timeindex = -1\n",
"sst = dataset1.variables['sst'][timeindex,:]\n",
"sst_anom = dataset1a.variables['anom'][timeindex,:]\n",
"ice = dataset2.variables['icec'][timeindex,:]\n",
"lat = dataset1.variables['lat'][:]\n",
"lon = dataset1.variables['lon'][:]"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# make a much nicer plot\n",
"\n",
"# set up the figure\n",
"fig=plt.figure( figsize = (14, 8) )\n",
"\n",
"# set projection\n",
"# these work\n",
"ax = plt.axes(projection = ccrs.Robinson(central_longitude=0))\n",
"#ax = plt.axes(projection = ccrs.Mollweide(central_longitude=0))\n",
"#ax = plt.axes(projection = ccrs.Orthographic(central_longitude=0))\n",
"#ax = plt.axes(projection = ccrs.Orthographic(central_longitude=180))\n",
"#ax = plt.axes(projection = ccrs.NorthPolarStereo())\n",
"#ax.set_extent([-180, 180, 45, 90], ccrs.PlateCarree())\n",
"\n",
"# don't know why these do not\n",
"#ax = plt.axes(projection = ccrs.Robinson(central_longitude=180))\n",
"#ax = plt.axes(projection = ccrs.Mollweide(central_longitude=180))\n",
"\n",
"# add grid lines, coastlines and color land values\n",
"ax.gridlines()\n",
"ax.add_feature(cf.COASTLINE)\n",
"ax.add_feature(cf.LAND)\n",
"\n",
"# color-shade SST with 50 colors using the \"jet\" color scheme\n",
"# this works\n",
"plt.contourf(lon,lat,sst,50,transform=ccrs.PlateCarree(),cmap=cm.jet)\n",
"\n",
"# these plot as rectangles\n",
"#plt.contourf(lon,lat,sst,50,transform=ccrs.Robinson(),cmap=cm.jet)\n",
"#plt.contourf(lon,lat,sst,50,cmap=cm.jet)\n",
"\n",
"# draw title\n",
"ax.set_title('SST for %s'%date[-1])\n",
"\n",
"# add colorbar\n",
"plt.colorbar(orientation='horizontal',shrink=0.5)\n",
"\n",
"# sea ice\n",
"#plt.contourf(lon,lat,ice,4,transform=ccrs.PlateCarree(),cmap=cm.gist_gray);\n",
"#plt.colorbar(orientation='horizontal',shrink=0.3);"
]
},
{
"cell_type": "code",
"execution_count": 41,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Now make three plots, two polar plots and one global:\n",
"# colorbars at\n",
"# https://matplotlib.org/stable/tutorials/colors/colormaps.html\n",
"plt.figure(figsize=(12,4))\n",
"\n",
"# first plot on the left: sea ice at the South Pole\n",
"ax1 = plt.subplot(1,3,1,projection=ccrs.SouthPolarStereo())\n",
"ax1.gridlines()\n",
"ax1.add_feature(cf.COASTLINE)\n",
"ax1.add_feature(cf.LAND)\n",
"ax1.set_extent([-180, 180, -45, -90], ccrs.PlateCarree())\n",
"plt.contourf(lon,lat,ice,25,transform=ccrs.PlateCarree(),cmap=cm.cool)\n",
"plt.colorbar(orientation='horizontal',shrink=0.75)\n",
"\n",
"# second plot in the middle; SST \n",
"ax2 = plt.subplot(1,3,2,projection=ccrs.Robinson(central_longitude=0))\n",
"ax2.gridlines()\n",
"ax2.add_feature(cf.COASTLINE)\n",
"ax2.add_feature(cf.LAND)\n",
"plt.contourf(lon,lat,sst,50,transform=ccrs.PlateCarree(),cmap=cm.jet)\n",
"plt.colorbar(orientation='horizontal',shrink=0.75)\n",
"\n",
"ax3 = plt.subplot(1,3,3,projection=ccrs.NorthPolarStereo())\n",
"ax3.gridlines()\n",
"ax3.add_feature(cf.COASTLINE)\n",
"ax3.add_feature(cf.LAND)\n",
"ax3.set_extent([-180, 180, 45, 90], ccrs.PlateCarree())\n",
"plt.contourf(lon,lat,ice,25,transform=ccrs.PlateCarree(),cmap=cm.cool)\n",
"plt.colorbar(orientation='horizontal',shrink=0.75);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 2B. Data at a point: computing the annual cycle\n",
"\n",
"Like last lecture, we will extract a time-series at a particular point. You will notice in some places (like here in Hawaii), the seasonal cycle dominates the signal. We usually want to remove that and look at \"seasonal anomalies,\" and this means we first need to compute the mean seasonal cycle. In some cases this gets tricky, _e.g._, with hourly data, irregularly spaced data and so on.\n",
"\n",
"Pandas provides a nice way around this.\n",
"\n",
"The data we've read in thus far are daily, over a long record. This will still work, but may overload the server, so instead we'll read in a monthy mean product called \"OISST\", or \"Optimally Interpolated Sea Surface Temperature\".\n",
"\n",
"Recall we have our old data sets still open, so it's good practice to first close these."
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {},
"outputs": [],
"source": [
"dataset1.close()\n",
"dataset1a.close()\n",
"dataset2.close()"
]
},
{
"cell_type": "code",
"execution_count": 43,
"metadata": {},
"outputs": [],
"source": [
"# Open the new data set, monthly mean SST from NOAA\n",
"URL = 'https://psl.noaa.gov/thredds/dodsC/Datasets/noaa.oisst.v2/sst.mnmean.nc'\n",
"file = nc.Dataset(URL)\n",
"\n",
"# Extract lat/lon and time\n",
"lat = file.variables['lat'][:]\n",
"lon = file.variables['lon'][:]\n",
"time = file.variables['time'][:-1]"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {},
"outputs": [],
"source": [
"# like before, let's search for a point near Hawaii\n",
"# step one, find the index corresponding to our point\n",
"J = np.argwhere((lat > 21.0) & (lat < 22.0))\n",
"I = np.argwhere((lon > 201.0) & (lon < 202.5))"
]
},
{
"cell_type": "code",
"execution_count": 48,
"metadata": {},
"outputs": [],
"source": [
"# extract SST at the specified point\n",
"# NOTE we want an even number of years, i.e., number of\n",
"# time points is multiple of 12\n",
"sst_HI = file.variables['sst'][2:-1,int(J),int(I)]"
]
},
{
"cell_type": "code",
"execution_count": 49,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"40.0"
]
},
"execution_count": 49,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(sst_HI)/12"
]
},
{
"cell_type": "code",
"execution_count": 50,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.plot(date,sst_HI)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We now wish to construct a monthly climatology, _i.e._, average January, average February, average March, _etc._ This would (and could) be done in a loop, and can get a little complicated. This would be especially complex if we had daily data. Pandas, however, has a nice method called \"groupby\" which will allow us to make a climatology quickly. The steps are:\n",
" 1. put the SST date and data into a Pandas DataFrame\n",
" 2. compute the mean after grouping by month\n",
" 3. repeat the monthly means for the entire time record (_e.g._, if we have ten years of data, we'd repeat the mean seasonal cycle ten times)\n",
" 4. add the climatology to the DataFrame"
]
},
{
"cell_type": "code",
"execution_count": 53,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" SST\n",
"1982-02-01 24.139999\n",
"1982-03-01 23.850000\n",
"1982-04-01 24.129999\n",
"1982-05-01 24.580000\n",
"1982-06-01 25.730000\n"
]
}
],
"source": [
"# make dataframe\n",
"df = pd.DataFrame(sst_HI,date)\n",
"df.columns = ['SST']\n",
"print(df.head())"
]
},
{
"cell_type": "code",
"execution_count": 54,
"metadata": {},
"outputs": [],
"source": [
"# compute climatology: here we group the data by month, then compute the mean\n",
"mean_season = df.groupby(df.index.month).mean()"
]
},
{
"cell_type": "code",
"execution_count": 55,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[]"
]
},
"execution_count": 55,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# we can now make a quick plot\n",
"plt.plot(mean_season,'r')"
]
},
{
"cell_type": "code",
"execution_count": 58,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"482"
]
},
"execution_count": 58,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(step3)"
]
},
{
"cell_type": "code",
"execution_count": 64,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0\n",
"482\n"
]
}
],
"source": [
"# Next, we want to add a second column to our DataFrame that\n",
"# includes the mean seasonal cycle. To do this we have to\n",
"# repeat the 12-month variable \"mean_season\" over the entire\n",
"# record.\n",
"\n",
"# 1. collapse the variable to a single dimension\n",
"step1 = mean_season.squeeze()\n",
"\n",
"# 2. repeat (tile) the data over all years\n",
"step2 = np.tile(step1, len(df)//len(mean_season))\n",
"\n",
"# 3. pad the final rows (the above works on complete years,\n",
"# and this data set has four extra months)\n",
"print(len(df)-len(step2))\n",
"step3 = np.append(step2,[mean_season.iloc[0],mean_season.iloc[1]])\n",
"print(len(step3))\n",
"\n",
"# 4. finally, we add this to our DataFrame\n",
"df['mmean'] = step3[1:-1]"
]
},
{
"cell_type": "code",
"execution_count": 61,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[,\n",
" ]"
]
},
"execution_count": 61,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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3bq0Xfvmjv4P78IQ/3TM5oc/f9y/+A378zR8qPl5dfi/uwOUiYv7QE4f4+u/7J3jfY4flbx88Ajzx3uKjQWl8ong/FsijW0al0WDC88ffApDTJOtR4Zl4DPfhie0I/MR5frD8DLDzfPh4+dkx8wwAOHh0a58B+D5niTyT7fMDw2/aJhYU+PD4B/Dwh35n++++gX3+NPFb2989oc94+O3AsCWXYBqAD79l66vPxGO4H+V2DZPGJ+rfgoQuRqGszCGeObyvqMA3k8bHiIdwBy57NE1y8WiAFAafjN8s+qwAYNE/YfdzRqHYFH48/HZ0GIoI/P4die6Rt/l2ZnLxg8ClDxd/72nJiQrcGPOQMeYt7s/7AB4E8Cx6LuxVF/8zgH91oxqZyUfeCvz/XgH8/N8oP3/tHwb+4WcB25TCD34G8IOfWX72tn8FvOb3AO/8j9mjURm8vvuL+IXuW4onbqXW+MnuO/F9+PvFT3/6b/59/Jfuf8PzxUeKz7/4p78Ib1z8hXI52ofednyff/Qr8R3v/Rq88bfLJU6/8cE/ip/pvqMYPfM7/+01+AdH34Gf/w//tPztH/h04Ac+rfhI9Uf4ye478YPND2TPRmXw7fWP4Rve87V4vvhI5jfYDAq/tPhGvHHxF8oInPr8+v9vuV0/+pXAP3zZ8fP8D7bM86//mJ3nd/z78vP/a3ufMdp5/gfND+SJPKPGt9U/hlf90h/BC8SHixw49bkoD7/d9fmvl5//6B85uc8/+JLiI/PrP4Z/3303vlz+cvndE/qMf/y5wL/56vLzn/te4J9+4Vbg9EuLb8QvL76hqISfO74X3/HBP49vrf9NHgeuDL7qPd+Bb3jXq6EKyTL9qPD67lvxc923ZeV7L28mfGX3BvyJd34tXmn+R/auMQb/Cd9U3M+jMtiRE/CPPxf/83u/K1PgTx6N+Jbq30L80y/EJ8gPlwHI3/sk4O++qDgepyVXxYELIR4A8GkA3sh+/HkAPmqMKR7tQoivE0K8SQjxpkcfLSuXq5aN45Lfl08KAOCDrnmHx/y+o8fKP7/4Qfv/h349ezROGnvCouuSIlwo65z8Ivnm4gUFdxxYVHavLt9q779T8Kif2OcPvAEAUPdb0BeAu8XlIlK4W9la3PVH8z4DAAaX/FPi/de2Xb+nysMIJ6XxCeIDAIDniEczZXciB+77vIVucH3G4SPl5wBwtGU8/Dy/rfy8t9UGi4pyY599UfVrxUSeTxD2288Rj2QI/MSLK07ss71U+9g+r8vW5fqx9wMAPkluQf/H9bl3a+A9W/jzj7p62k++L3vE+1y6yWqhrOX3MvlgdsgrbfDcg7cCAM6pvF8Ua3+HOMgolPWg8JzKvvNi8TuZE309KpwX1qJQKn53UBrnpd3rL7z0hmKVxOdrO57Pqx65rSkUAIAQYheWKvlmY8xl9uiP4hj0bYz5IWPMS4wxL7nnnnuuvaXRR92m2GxxCjY79v+XC3QCM02fKFUwW5xz376YPeLoYTnmi2lhgnlZrF4m9gAAO9Px2ZCLUmlVanehXQBg2l377XXhcGAbsnTwHEn7rugvZ8/if5gfemqzvS+j0rgMG2Z1AfvZJjhRgesT5rlzc1UyU0/i+v08n+BYLvRZsz6nfeonjX3Y9XcBh5kCv7xhiqKkzPV0fLu68/b/19DnS9o63M7hhJIKJeDTn5DBu3DtKqxPHiFy6Sin2owafbtKmZibyu6be/Rj2QE4DOFASCNRNpPCUO26bx9mgQecctlRT0bPxknjnAxtLcWJr92375Tr452YN9BBf0UKXAjRwCrv1xpjXsd+XgP4gwB+7MY0b4v0Lgxv2yJfHLPIhxDC944PX8yf0wIpfJuHyp0f8kXeMe67WPxGWGV2l96C/p3cIQqKdDi+z9pt7L2hcLMN63NJgY+TXch3yBM29qX8QOTKLOcRDfaN7fMzxBNbY6YBYDHGGyhq90nzXDqoWZ+LitLo479NcumD2Y/6dXgnVQqbUeFI2j7fL57IKJSo7OlhYR1c8drO24WR+TAKfT7cuMJNYouvg+Sk8Sy2yx2Il3N6kB9iB0/GAMMYg04f+XbxA1FrA22AvrYK/H48njsjRwaaEgW+HhS6yrhvH2V7kt+oc8cYWzSj0jhXBV+UTsJgx8lgI+1Bfb944vhaP9us/VOQK4lCEQBeA+BBY8z3J49/D4B3GWPKnrMbJSdubFpMBQXeh4Uo+4vbv73On/EFcMeUm7C0EIFyXDQpsHtKCpxtuLtLz0/Y2FNj0cDeUDCt2earNrmiFO45mZNbpTCeho3n/iY2Q7nF8gyRb76RJbns9YWD5yRldhwC5wqn5LDut89zJIVv9wfhgC0h8NplBT5DPJ5FoTx5yBDoMYqyPygcaMAVr+0SdUSH7YkIvDSe/QkKnNZvoV38Rvfh8fjgGZTGDja+XdzRTX8earu2nykez5zwcgztEuu4z5tJY0/0/tspgOCUy10qBmSjMv7dtD3UbjKUnyEezxE4P0ALwOe05EoQ+MsBvBrAK1jY4Je5Z38EN9N5SUKLadhi1lWuOHtp4JgpKIubwG3Og5yK4ArpQkGBL0xA4MNRjqLrySKfe01BQTMksbsp0CDU7i1ISAnb5wtjQYGzPi/WD2WPSYHfbS4Wv+2luLFDPzeHsaKdtPE+g2eKJ3L0NIXxKipw6uu4BTFWroLcScqspCj9PB/DJW/59nDE+pkotn5SUZ9TZHZpn63ZwnjuX7KHTWc25dA3WW99N6I5CmvfOO7+HnGp/G3h1EFxPNm3NwULkZ4X2rVeh/nTF+N29ZPGrhuvpYijPejPxvX5GeLxDBg1U/h2dRCj/80Y5uIecSmbi8N+gjL2sL1rihX4oDT2GKDZxVHUtlFp7DjKtGgZTPygvnGRKPVJ/8AY84tAUqorPPsTp92gK5Jtits/d5Na4O1Mv+87Ywqc78Hli9gFoNaXkboSB6WhjEAljHe8cFkyDlytLwO4K3reKPt8VUJATBFUY0FJn9hn+w45Uq/m29KN1842ZCYq63co8aDsQBmPLgEIfo5RaezAbqBdFHhC1q6uMJ4n8q70fom75+N1XLu38f6ytnx04V1+OItkXjajxq6wiHJPHOGRhMo4uHzR/1lvLmcI6nD/Ivboz8OEc8lNMRcvPYkL29p9hX3ewxFGpVHJZIXLGlDDifOMfj9YAunzwrv9YWhruueGSWMXjHosXITdun2zi3UWxVKxw10kv7sflZ+L0vo7HCZMqFBhwsLE629UYR4BYC95f1QaKwfY7HgmazsdrxskZzMTk6OeosfcPVe5k5JvPj3kDpV9t8GmMX82DT0qYSeq0vm3lzosxHHIY7k7txBbTPmJzSe80O5pzRZBIUZYuoUsC+2KNvaU96ua7O9ukEcIPPTEJe803myOP3jGIY5/55ugFWPW58j8LfQ5GpNSXDQ9nwrv8jVS6PNxawRqDM7EwrvTmimh5Hk/Kew6SqBF3ueeWSmlNcLn+XCdP6f3zXF9AgCVP5duvEpzATWFsSh+m62hwrfDeObPuMWik301TBo7TFEaHdYgRaQ07nBvxZQpcAJFQD4m61F5ANGKMXv3cN2jE3aeKx2v/VFpP4/0fozADZaGvj3lTvj++D13WnI2FfgJys4/P0GBq8LGp0VeUiiGOewqUwiHMicocMeRN8gXIp/w0u9++FFGuxSeE7KWOm9XvLHz5/Vk21Wb/Jq4n39bSOx443tyakcwJTz28UKdlPEKvMGUefIlQ0+yMJ5xu49R0icp/0Kfj1sjsbLKn/PIGzPF3+6nYHU0xYM69Lm0RrhT+Ogof058cWntntRnGu8GU+5kH47v88njub/1XX7g6SlX4ByBG9YvWi/NFIBPWhOcUygmGZPNGM9FlnTFDpZ0P4+TwYop8HQuh0n7qLMWU25dnjRepyRnUoGPnINMF4xWgU8uLKZxvR0NAEEhiYIiNJw/LyicFQ8jLKD7pQ4Tnjk52YSXfnfLkEbeZ43GRcCUFLhm7TaFMWk8As8V+F1t+F7pueQUStLnURmPYkrKjCNwWVrkxylSrQM3fg1K2D8/Trkjt8R+4TcfxeWLzCmaIM7NqLDySkNlfeaUS2mNcEV6tE4sHh0sGlVYuycdeNVEClzltXyi8bqewzR/l1sVeozftQdeUJR87SttIKDRqnDwpPum08cpcOVRcgOVhwIyMFdC4DvsYGkTADIqjYXefjicuP5OSc6kAr8YbaBkcPjJV0Apii+mEp1AVERh0DXnkguKcnUCAl+CFPiYVSwcuVleMlEjGmR7n6sCio4428IGa1VoVyr80FrK7dQNAExj3OdRaew4J1IJpVQnIfAr7PM1KXBPvxyvCA/XMS301T/8K3jzb4VIivRA7CfNlMaU1TmXxxwO6e/eJL+bO3PVWOrTMeOF4ERviwrnePrlpH113HjyPZeOl6VQQj91hMANVqxEQ4uYBplUGGv77fww9TQHxvzGe7Yv6mT9Dcm3UwAyKu0t6rqEwE8az1OSM6nAyaQCkG/Ok8xfbs4VNlA9baciuAMmnXBjjEdeQBkh7ZiARlOnx3s/FOiJEhoVxyks1ufaDFmyw8QsFlFYTJzayX8vo3YK/HrFFVKCKCcdUEyLKcuE4+Zvkbs/DvVdqYLe9rxnJn8aM82+nSlRIEaMqQIftXdmdyJXGtzqKK0RruDXfXwgmg2nIgr1ck4YExrvToxRCCeAKxivyyc8327RaP5uovwHpbDH9g33LSltorFOqccUvaft2owaC01zMWVx4jElmofAcos6PfRGZbDQdCCOOQc+nGDRnJKcSQV+vDI7nnuK+MvCQiQ+WEDnjrN+O9JV2kRe61SZqXFAJ2x7GqEyDvzRx1kMa+HwkMf1mT0rHQ6RA7QwJmQKVsLAJCnFvM8l9F5NHBUmfZ5GdKA+FxD4xMfzeCrjWEvrekx+mHye2eZbb3IFvis46ksU0jigNfZnTeHQ4lZHCUBINp6b5HcfXA4HcUoXADixzzzSZ0q4++uiUNQE0IFygu8os1jG2InJQcKkTTTW6b7pE/SOKaZfBoaSAWBMxkxx4IOUQjExAhcxAp/UhEb37t2TEPhMoUQiOAJPFzKPGS6gTTNs58wAxJUEU3OQVWJLFc6kDZbM3NMJnXDEQqlajBmXxxNiSvSNPM7qYH1qMGW3wKiehVoVkG5nWMbZMX0uoeRq4rx/3GdOr5QiMmqGIqXO0X9U+e6YPhdpkPGYNZI+T9aJ7rmjseDLYPOcInDJvmvN7vhdPo8lBM7Hs08U+MVLIbmnqMDHY8YLQKPDeGe/OxqvE8Yz/faJe277t3ulI5qEgwSldTTWHUYMzIlp/Q3se+x3U53whkWGpQemYfNcmzGyXMdJR/uCU4DGmCj6pTEFSuqk8TwlOZsKfFzjyHT2L9lichNWL8toYFhjbWyt5tImaNTGP0/fp4NjEB2aRIErp8AH4eoDp86aI6ugN6IrRqEY1+41OkhTUuDrre2iPq9NixZTVn9DD4f+3ZICX6D345lxq24hrtGVETgbr/Rd6RS0rhbOiZSgUXdY9uiKYZkYj4BmdWyf0azKCOe4dwHo4WjreG7Wdq7Wpo0UNKHpJYaw/hIkK1xykqmXLlw0ibxxfT4yXcT3kvDxHBIKZX0U2rVVgdfLrX3uTM/mKqFgovEsIPDjvh3tuQL16NbQBm1mXQ6TxgI9dGX3jUwQOClwVS8zn0I/aSwxYKqoXeHbVMKgVhso9+300NLuYBllhzZxOA9KozUb3+cWo//dShssaI/WSzQFcLJxc7V1PE9JzqQCl2rjiyTli8ktzMX5LYtp7d/NKBQ1QkKxbyfvu2/39V5GoUzaYCEGbFzabxrmtXHZaBu5WwyHwrjGBIleLCAKaFSqPrQ73bxOaVzGCg2mqMYIAOgh9DlTwmpEzfqcITOnhA+wU3Q0VmwuVII0lIsLV925ojKrVA8FiY1clCmUaRNqf6RzRVmcW+YZ4wZHrlZFbvKPkGbaOs+9m6vLWEUKnFKpF2LAgbDfTg9EOrTE4rxF4KkTc+qhjMAhuqITvVY9Dl27+yQsc3Rx+Jex7dDa+MJkJZqjRuhzGg3ilfDi/NZvb52LE99dQ0NgLVbZ+usnjYUYfS0fHoUyKYOFox1Ve86FosYIfCEGTM1e1q71qFBBoTITVGuTjtIDkxT4UO9l3x6VtlSY63MDxS5sMejE4PtcmymL6nnDuz8EbQTGestcnZKcSQVeqQ0uG1JmW0zBxfmy6TKtcdm4zZeae+5dep6ag4Su+nov48y0NlhiwOAK76QUyuBQXV/v2TDC1Ik0rtGjwygaVCVuXm98u1KqgjbQZbNjFXjh21RUKnPOunf3aWMnYyZdnw/lThEl27mw7TJM+Rtj8P6P2th11Z6zDr3EiVTrDQbRYRJNMXoG41FQGhlVxpVG2eT/8Pp4i8XPc2rWHx3652lYG2AR+CEp8JRCIVpoeQGdmLLyqJXaYI0OA5oitdOYoITHPkmM6svt4n3+yMZlbm455Pdhvz1l++ak8Vxf4VzkTmExrbGBned0zw2TpUm0+3aVjDchcN2ec47E+AaeBXqo1u45PhebUWEB+3flauakFIpwczXUe1GUinJFtBq9AZYXAMRRKIOyyJ/6XGOCUvnaXqPFRtezAk+l0RuvcFKqwjtTtiAzMa1xiA4K0pex9OKU7jZ0HyZ8Fw2miDObtMECPUaHBlKU3Dv0NDZ7kMJgzEzvDQbRQqEuIt1GBwSehZ+5dh/JFVoxZRXwzLjGIRaYIDMFTtQNKaQsO9X1+VDsFCNzat17NMoRzgefWGN9aA8tQlcmeb/WGwxooURTRuDjJhSs2mZpdee2WlpH6DCaqoDej5/nYcMQeEGBdxiwqZzyT55XmrULCBmdTiq1Ri9ajKa8sRvdY00KPDmopz4g8GKi2bjxfc7QvRuvtUP3OQI/Cu0ujee0xgfX7nA4zhoCsvf92hZ1dvBYCmXw48XX2ORAEWAVeOoIP+gn+7xZYTRVZA1xBW7a867P5UNraPbst50SJnqz0b1vl/3d4fnCK3Ban3G/VmLEBi2OVGH9naKcPQWuJlRm8gg8NdsjBF5yBo4bbNBhRJ1vAo/Ay6a1mNZQEJiqVRbXrLQ195RT4Km5NjmlQOZcSlVItcYgFhaNpopSTajNGPq8xQG1qfaKHLhFQC0m1JkjkpTVkXDUT4Yorfm7EcviwVLrTVD+bC7e9fBlLJ2ZabqyCduoHoO0yCwNy4RWFgluUQonzbMajrBBixEFRXnCPJOiPDDLOKzNHdhL0fsSp3w8hylGZkBuIVaqx+DWX9YnrdBi9N/O11BodzqPD11a45ff/SGH7ms8sZ/UlvFrxM5zaiF64NPtbfEdHeE9l13tlOMolMJzOZGl1WYgYBhHS5O4d7n/R+lAVWhPw8UKfIEBol1hFHVEzwyT9utP0/orrG0AmBwgo+itgStw166O8dyjYs7VBVE/iYN0PHJzMSvwWDzfa5WG6rc4Y7aYglJxc26LaY2yaV0pS3Poqs2yrybnMScFnW7c0SlKUmapE6lSGwyygxJ1jkaTPqcJM+QkIi4vDSMU0xprY/ucbiA6WNZbNnblxkvJFnUBgTd6g0OHGLnV0TvnlO1zWZk1ZoNBLCwC30LtBKVwjMlfoMp0f4S16TCi2mry+3lOvm2GIxwZS3Pw8eJOzLHOzfZ+UliKeGOn493oDQa5cACi3CdSsqmS1gNZBrk19LYPXsJS9NgYe2gNCf1C3952OHinb91tidpZs/G6OgVeOXCiZQFAuMNSOqqC50BMLArFLM5nyTgHmwlLMUC2K4xoIgQ+8PW3KCPwSm0wig666tCxw4GS7Gq9YRx4AGzjZPzhEBR4AvbGNTamxWDq8niekpw9BU40h0fg5cX0zidF0RSUagPlFGVGCZCi3ILM5NRjgxZatlltD62BBQZMXoEn6KlniBF5nHilNlBygUm2OdJN+zym33ZIot0rZ/9NG4vARZN9e3Tt8go85cBVfyzN0ejeOwt5JtykNRbOTxA2UNzuWvcY3VzUaRIRp8KAq3Zi6tFaHQOaYzjw8jybaY0NGrtGWJ9pgy8weF6Vr6HNqNElCDz93dTnAXUe7z8FJzmQKwU9BCUsE5/B+WVjqR1ndaTrb6SIi6ZsDWHcAPUCqNoiYhTTho3X1SrwHpPsoAsAgvwN1eoCAGTj7WmQ7rwrTRD2HCHwql1iRLyfh4jmIACRz8VUdYADZKOnUIx/zhU458DTb6fOWaE2bv3NHHgsI/PEo0Sh2MX039+/KQ5cNW2g66VF4FtQ3zZu1PKXHUzVWDTAEbiaLIXSlRW4chtIuoWacve13mCqFtCizpFu2ufkXXKQmnYvQym23Rv0wirh9NuEwIeKnK9Ju9QGveigZcHRqDUaM4TIB8brj1NwQJmuzBO2xiqzSbY5hTLGB15OoTilscXkx7jG2m2gjIroA8dtv534OsY11uhgqi5zqglY07wUNdFPKqNQ0m83eoPJKfAs49b1ufcIvNznodpBnSBZYyxfvEaLHk3ug3FhbeTwy53/a6BZQckmj87SGmJaHxP5dbwCb9zaVrLNQEDv1q7wTszw7qQCB45uL7N69zfWiVl1O5jQ5BTKMQpcaYPO9JjkEsYpcE6RAMbmhLh32+T5IqFQ0rmsJuvEHLb4Ok5LzqACjyMISs4YMn9LHvFab4BmCVVAA1l0QoaerMkF2dqsMI7AKWSOQpqSDaYc0m1Wd9i/J+Zcq3uoytEJqaJM+1ygZ9amRdUu0QoV3d6ttIHqj7C7ey5DlLxdwxbna63WltqRBQTuUPCmEK43ap2Zmel4tnqDUS6gSxz4CUrBxyXXC4tk03T40cZ5j6bGkDgD3/PhRwFsn2cxWfMXVdxnZYzPLEXnOHDFFbjOKJSUpmvNBpNcYEKdx+S7PpMjvKTgN2igqg4VVFRKeVD2d6+NdWJmGY90yLuDp0Sh6HqBH3/rIzg4SopoUSjpFovlpMO20TYW21T52ibwETjw8HzSlqrQVQfRLNAka/uwn7ASA2S7xJSs7aEwF3xMNqOlu1S1gJGNzbQ0AWGn88wzMUeVr21hcl2xNp1T4HMceBAfDmUXU8kZs0FjBw4oLKYeollCiyYPi0tC6kqm4CA6mKrNaiOQAtf1yjqokg1C2Wjd3h2u3SkfbJMZlGxRp4k8rs90tZRKoxOcw65pXcIC+93vfngfrenxvPvughJtxjVPrl1TS9xoQu3o3vKERZRs21G1O5mzcFImMzNTrrk1A5RcON6/fGiF0LVCVEWzAOpyqKBUPXqHwNOwy990CpzurkznSjjKSdRtVGKXm/SoLe9amVgpZKZ1xoEPmOQC4zEAwivwbH1uMMCa/AAiCmZ04+0dt2nNEarlviz7IzAFkz+rkugU+BotelPnc+HpLmdpZb6OAbpawBTWEMW2wyNwbvFYSsrUC4jaJk7xg+egt1Yv6qUNv+UcOKM5xCL3S1kfzQhdkUWdImz3rWYFXXVR0MJYoFDSfVVru/42piqHZZ6SnD0F7ha5archCWv+jih7zDv0kK01FXOuOeVGc1NwEIvM5AKCI9E0lo9L0RWF67U7VoFzR6Qx1pwzzbJMVZDpvMUBpfojrNGiae0iN+kiR49uuQslc0WpHQJXW7j7RttIESObnKd2fW6XOxZRcgTOzcyujKI79JY2kk1eSCtD4PlcqXqJD1yait+uJloHdZYOT1lyYnGh+K5078o6NvkVC2uDQ318PPuC2Z4q4dbYPhd9MF6BO349WZ/SUXj+ykDWbgrH2xZ5Q1QZOQvTOuYYj3Cg7bt0yQF/BsCP58kIPJln00PXS5gqt7RS3xAfb8rE1PUSss4zr/f7ydJ0zTIbz34KSjb0OT1s7bfhAJniTkpau83SInSWiDZMpkCVJfSgiwPvZwSeCCnKLaFpIO8v8kVupgE1FOrFjqMEUseZ3UCXtnjbyQEF2WS1PXy9h8Zu7Mwx5jItm6VVwtMQowWLNKwCzxWl29hbM8pslEnXWQTO0f16s0ErFGS3clRFmZtXW0zrRveW5pANmmy87CG0WO1iEk0UVz8qm5lqhAQ6azmkjh6vzEroPostzq2SjxwKvOYN7r5B/m2tUJnRUigFZUbx/Js6z+ADnM+Aoo1Sp5oznUWzypXGqNGJAQYCaKnPuTIjqmybE90r8DSywYXjoaI0fnZgTiM6MeF5991ddNyOnsK7AKDMgV8cawwoOJQphtxsccqNGwCCxezHkTsteph66RB4XOBrolucHErOEnmE3RfCWVp8fR6ue1sCuVllEVbDpP1cSUdbIqFQFmJwB0ubOymJImmWgEPoEQKn567PdbJOWgxYmw4bXRVLS5+WnDkFThEXW01BF30w0nWfbNKOHPJqnDJL65l4CoUQ+FRCT9bkStOkta8lsbTJOAXHWM9pDjap60F5JGHk9nbpLQ4oMxyhR4tusaDG+GcU5123y+KhRenE2BL+2DjO1qKQuF3rQ1vNbbWzCy0bGGZVjJStVi8hm3LdmgV6aNmdgMAvuHfzed6f6jDPvN0UjkdRAMk8+vjfQgo24MLLZAvINlJm2gRk1i52XPx6wqvCKgWidlIKpUUPVXVFCo9AAM1zapZXyjpARZXTRtrti8/+hGdhKOQ4UEGzdtcqs8xROa5xqBuMqAshnc656iNcCnkIzTJQO2yuNuTYbRYO6Y6J78jFq7t5jhA40XD1ErKm+kXh2z5Usllk4bcjy5asljmF562legHh2hXHeQcFbmTu5PT1W1yfuaV1sCHLYIEBNR56/FJWlfK05MwpcHLG1B5J5M4YSmYAEC3yi5dsRcB2aRH4tsiHbd72VltlhqpzzkKW8ciKAU2izSgUMVnzl5TZlPFxg1X+ss3S9OnbZouSpYiLxcIW3jHMsTu4uh71YqfIYxO1g+UW81f3UHIBU3WoE8fZRVfedGdnD1o2cTF+SnZoAnpKx2RhBqja+iO29ZmcSCWznaJMsnazwmClKAAqKEW0EX/+xvc+jqPDA1uUrGqjPisXKgoAn/qCZ2YlAAbXZ1MvPEpOUbTd+EtMBQpPJwo8fV4rG80hCry/coqw7hydlYYgOgROCrwUSXKkGwymcQ5SFT0DLAc+oi5HfkUKnIEmD05WQNW4krBMmQ1hnjVENJ4+lb5ZQjQ5PagcOEGzyvw7lKIPAJWjUOJiV7ZdpllZ56owmCb7u6NEHXcYt2JitVCsgtfN0sbNI57nJ48GLGHj0wdToxF5IbfTkjOrwBerXQymKhR22mBjyk7MgwOLGNvlDrRoM1PRjGtoI7BvylXXGjM4BW7pGe4s9BRKvbDcaJJCLScXweIWOY+eGQZr/oqaEHjaLvvtarGD3tQ5f+miJpZLe/BwdOVNZ6JQ0j4Pts8VOXrSPjvEaIh3ZQv18r4dz729PZiqhVHhMolRG6zkCNEsvQMqolC0RidG6Gph4+q38P4XpxqmFJs82jT8orPaI0aLKNN468opIF1I0//KH/plLMSAUVpnNe/zpIPpXLXLLDaenFumXhYdjdDkOLORN1lBNFJm7RID8uSmykVzCG/RMKrCvVu1LkQ2OfCosNhq7wKAwr2r4xoHDoGn3/bRRqZFb5qyk5NZHfzddW8zLUUTfEeDS5QxxsBMzHJNUDQViEOzQF2y4saw59K5iCiUZR6r3U92/YlmAbhqhbT2R6V97f4SAh+cZWCqoAukCaU1njzssRQD2oUNaCjejXpKcuYUOHmtVzt71pwrFKTyzhYgMq19LHa7cpxunijhkz/sC9HzznG2tLF58SZa5KJduYWYo76RKX/DamEPVJe4WXp6Jm0XANTdqmjCysnGarcdoRSWUEMUynIHuirTMxu0aB16T+mGhemhqmVwnLFv04G4t7dn0aoZcThY5DZOGithrQpyQHEEToeSro93Yn7h338jpgINgvEIvWDzzNeBG1tVLYsZj5W2GbVeKSTftmWBWbQHKXyNyLmlRB1ZND2lbzdhvKLCZFRe1zmrU38EoWTZrIqJU7XauPHMqQpSZrLbcfx6Ts+sTYvdHYrZz30KB6qxqd/Zt4NFc0UUCnu+WYc95ykUZ7keDQqdofFcYUKTcMlkma4gCo7bSPknFjUVnDL1gqHklO7qgXbl54p8R0PixCQOnKifkUIUm5XvM6dgLu9bkNkudzGits/SMNdTkjOowK1CWq12yxXdjuHAiQe0Cjx31qj+0JuJ6bsAPO9VcqgIxoFPos3QleUvg2nN3yWaQ7Qrf9qn7QLCgiglGE3VAqLKUQp5+VuiUAqRJGu0aJ0DNLVoOvRQjBLg6IqsjnaxC+HQ1ZOH9n2K4UWz9JuPI6Dv/vE323Goy4cWj3zYlJIhxjUGudhCoTiLpV1hQI5GKTmpbsvcvK333QI1KQ37vjIs+sCZ7XWGwK3J75WG4SiZDq0ltMzXCM2zaFcuwiU2+TtjI6iqAoVi2CFvU9ZTqsyGmu7tlB30GNe4pBoGXnKLxu6NqhDBsp1CodrqVUcKPCBwr0QBa7kmuQa+mFWzhKgX2bcFoy1Ti2aYNHbkAMHaxWmlzag9zSESfj3lwEXdFThwOqjtPHMn54G7vGXpdFSLvCrlacmZU+CURbe3t1dUZiaLQimbmUp2RaS7QYuqZK65mFRdBwQepfG7xSQLpiDgUuWrEAIW8cWEvNrgEeeVDqnd3WJVjAKoVA8lO8gmv6iCrI66XRVDASnmebHINwg3+U0BAZHjtl6sIGobK3vxyPY7dmLmxfp/9tffB8BGNujCoeXTyokGKVQUHKLDliucoMwG5Mqs0j1G2bLQtPC8ksBSDDjSTXYgKkahoF5kYZkUyicYAue/m8rBwlkdqT+CxlM6GoSvoScOByxc3Q8az+iwnWhtr6C3lGNYo8Xuzop+WXhmDDAeYV/VZfDinNNknZYcoLECZ1aJU+BWUXbRzfI2dj1QFUo0Wdy9RbrMAmS/25fubRYZAu8njZUcHbWT89T9aNPwJTtsNaNQFkyBh1T7VIEHi5r3a98h8J2dXQyosrIbpylnToErd6POHTsODRQUeBwHHsw5b6K2K0DW2S3sejjCxrTYWdAGyc1yXS0gC6YiPReE7pMN1GjrvPIUCqNfKBtSNLZdjVDQbMLVcISNabDqymFxjd5A1WXT2keZNCsY12fuEaesw2VXOLSoz/XCo+gocYqhvqpp0IoJTx6FTbD0FEqOwClL7gOXjcuEix2kGI8wyQ4GslwSdjzCPudsC1Eo9WIHU1JmFLC3Lo1ygdoj7PDuna1tw4FufZ+J7uJOTIv66oiS4n2GJAWeH9So7TqokntXzXCE3jRo6trSMzpR4BhQdyvU7qCOuOgxUHhG5hEuYlpjQIuqsuMVRUm5sduYDhPtm2g8j+LnpSJckZLt2aPgRJe1dRaOI18jPZRsAFnZMhLReBp0GCCbQHMId2hNSqOiCoBubfMoqUFp7Pi5qKCNiOZi7DeQwqDqGD3j9uSkTMjirK0F2YnRl5sdlLUuBWtXKyZfBIuuT1zt7GEyNSphoFKr5ZTkzClw7ZJWLixbTKZCdiGti8iYjFuIfIO4RV51O9bMhI6QLin/c6vG1lRmabukzKyDym4CxS4AFmwDaVFDmrhdjemt19ptbJ4STBu7WtjNByC6dFYPtl07XYXJVDA6/7apl6icQuLPCb2TUqmgI4+4cBcMLFvb5+jbjEum0LWRX3rsUF+z2EFVt5DQXoH7ELBmBUkbhI3Jpz3DHpJf+mnPh5F2PDX/9ugoJ8AqjaTPZtxgX7F5NnnURLPYwYQKojAXo1ygqSt70LNv39naPx/oxh88g4tOiDIxHY8tEA4dyoaUjFcV7NtUj0R0K9/ndH2u0aKpJLSoIUz4NinwdrnjFfjAlYJHo0sYGb8L2BuhpmoJCGGd/9F4MYrEjyd7n2VijqU9N9k6KrS2+XPvRF/seEU5jrbdlC2p3JVoSlSQ7PdOzooTXfg2rc8NizIp9dmm0o/+Wr1JxOuAMpCrbsevT+2+TXkZ9G1RNZBs3xACF21oVwXtEfqaCnR1O/5ApAiX05Yzp8CJy7uwajChguHRHsZA+trXpMCn6F0AqLslIGtU0ODOYfr2uUUDBQkV8b2uHGyzhKCFyhSOnAI9kyrwYdLoTG95PLdxedILhYBV7dI/5yc2tWu3q91FFHGfW9MD9QKyom/zPnMFXjsFHhZ65cZr1VbZt32fq/BtfrDQodUudiCqGjUU+olQSjAzPQfO5qJ1zqvn3XcnIOxcqYR3HYRTVEbGFyM4k38DO08A4ueuXd3SKfD0wNO2Ol5XSwcCwrsXGvvnQ934A3FyCofHgaNZwogKFZtnCgcVzsIDECmNI3fBRbfcgfAKnI+3nQurwCtIRis9cdBjiR7tYgd1Q4qQ0wlunms7zxLh925Ghc3RPrql5b8VqvjaPhY3rwr7Jn0erT96ztZ2pMCdz6plSJfGkxQh3YepEfeZwvlkE/YF7XebO0F0Fq3teM9RLHapz2T11t3Sz4VWCf0HOAVeo4YOYYTu24K1q4LyzlnK9K06e4mK/faswK2MtkjM+aXbvBEidFyd6djG5iYqKdkdQFaooWJuytEz55b2cFBTPuGmXkJUucIR0wa9aVBVNYyoIBkyO+wnZ1qvAFm5ZrGN2xMVsQMh6cSOldnatNjpaodGeZ97SBiYJji3+KEmKNTKmZI14jjcypW9bGvpvs2cSH1wugmyOsbwXE5r9KZG2zQQjhKgRW4ReO9/r21YaFetCDEGNBqZmaNLGwcwaBkf1FMPAROb/JHlQJbWys5FgsA7l5xEfebfJgS+Nq1HZuMQO2a1bAFZuXlmykpprEQPUYc+C9ZnupR4sdr14xkrSjvPbS2sAmftvnhwiEoYLFa7aGpqF5uL9KBm77730UO0psdy5WrppIcaIWzTYrHoiu1SooZCla8/AFTJ0M9zQVG2y11P3xACt3W1e2jnoDQJ8FHTgEoYpyjp2/bdzajCvZTNFgVOFAqcFce/3Ye4eVkT8HERVI7aMbIGqgbCfTu6kUcMEG1oVw3tOXBy7o9i4Q/E6VZRKEKI5wghXi+EeFAI8Q4hxDexZ98ghHi3+/n33ZAWpu2ZOBqtikhhvQWBc5PfCIfAuaU52dt6zi0s0tW8PCpLlaeNzZGIUNb8rWW++cLNIeHE1nyRj0GBEz2j2eFh3C1Ci6bK+8yQl3QHiykcajbkySFwloBkS80uUElhDz22sZUv0BX6HCFwp/wrKSBkHR2Ik3P6omFolH27UgHJooo3ELV7A6tMFKoYwUxhno9DjHW740zrlEIZMFULtJW088y+fa62f96gQ+U2Nl1/px2F4hVOoigHVyAJDJnxPhMyWyz3igic+txWVbaGJkZFNMSBMyemZAeikLEijKImACgho8PUc9zocG5J2bwxnTUIQrLxGrHPLQf+4CPr7F0fBbUMipLG01ppo81cBaBFFSnhAD5WzHJ1ByyPYGlWbj+X+rzy7ZYRtUgIfMfTIAGBmzCPgPNLBQplcGVuBWsXR+DScfOqXno9pG9QPZT6Cv7NBOBbjTFvEULsAXizEOJnANwH4CsA/C5jTC+EuPeGtDCRyiXE1JWw5kkhY+wkU7BZrBKFY/+tpV/OeQQe3Q7iTEHRBJOL0yBERUgpYGS8EPc3E+5Bj6rlCzGnKppFeB5TFZYuaGtrWotCn0W78NQOD5fyoVb1AkLapIIjHSPwUdyNSooMXSkfn76ArEzWLjnZeGohBKQ7HMK1VLZAV2xah283miFGQYs8DgVcG3doQEIr75aO5nkqUCh6OIKEjY6BrLLLDzrTY10t0DgEzr+9I0f/bTq0yOpQ7t5T4xFjhSox+RfCme2uz5wS6DcUnRD44HT9WgpFwCCmQeCtxxUa6fwRrJ6OUCGtXFSxMpu0wXmKicbxFMq9F3aAQ2QIfHS/czsCX+AP/KNfxrsXyOYCALrFTjaeRJEYolASSiqECeZrKKJQmgUgK1ScAycFzvts+J4L66+q6OBxB8ukcQd6S80AgKzcrfTJnZhsbTdQPjyydnPx4ufeh5/bWwIb3DonpjHmIWPMW9yf9wE8COBZAP4cgL9pjCUzjTGP3JAWJiLd1WNNJd1CzMPH1oZv7FyZNd0KxtEJKonIWJvOceBVNOiTT9sNaJQjNzFtsDYWgZukSt1hP2AhRlTdTliIEb8eoiY8H5fQCWvToakElKgAk/c5QilMKQRudOFMQe2RAuBqnMsFaikcumfOU0Yb+W9zBa422DieWlS1K7jv0s6nKUPgkm3sWgcEvo1COTIuXBNVNh4A7DVxPtoop36abgkUHMoL2IJSHoGzbzfuUuJv+tLf5WmOSSUUCm1sZ8X5Zvm6H2WrY3BJLTu7HIFzGs5SeI07qKuCo1G2K7RN7AwEgJosLUd3cQVORbiMa3eqzGg82+UOFh1FMsXPOQIXaQiic2IW/U4seY58CopFoSwYzZECH8GsikyB89K9NfHUcWXIjlL4Yfl1fmgJlgQkqnjPjUpjRTHkgKVnWAmAcVJYUSJPAYFXrt2yXeH3vPhZrs+3QRSKEOIBAJ8G4I0APg7A5wkh3iiE+O9CiM+8Ae3LhO6xayribHPuM0bgbEE4Jds2lQ/X4/VMpKMEzi1rh/q4KUgxuiuIOqdQ7N2Rlk5AYs4dHeYI2xRSldtuJ3OoULs3aNHVEibhLym2uGpZGBdHuqa3zkApfS2KaeIK3KbKSyFcRAandkKJXL/Ioz67+tSAPxzIzPTZjxw9cQ5cM4WTOKhsx+x4AnDhomXEuGgpZZ3TDYcu7LKxNAeUv/BBa+Pj+VuPwHNu/tNf8AyvcIjO0salUDtUpxPe1YdYMgoluqDAzdXu7h5EnVsldPVdW0mrzEy+tlGH8Efug5F6Y3MfpPRzQfzgxFP8gdyx68bzwrlzqAprCJMtxCZEziV7iq5eFB3K3IlO4zkyRbnAANMQhRIftoL12fsUmAK3lz24tS1tuB58yVeNzgyRE5N/21NOdQhzpXZbDjxEsKBqUEN7sGdY/LnnwIXGMLmr2Bg96MNvbxCFcsUKXAixC+DHAXyzMeYyLP1yB4CXAfh2AP9GCCEK732dEOJNQog3Pfroo9fdYLqeiUz+EpLY8DhwvkEYT10K56NrkM4tGhuuFyUBuSzOZhmiPXSszDboLAeebGzKRqu7FSAlNGS0CQRDQKHOSowW1mjRVhWUqKM+0Z2CNrY973Ore4wOPQVEGT+f5AJ1JaBMTEmF+i7lhUgZjQAg6wa1CCgkIJwVICzdxTdQU0DgKcreoLPcvKniDcAUeEfx64njbO18BvDOwhAitnTKrK1sFAr/vTWLLfYm/xQoFEpOsp22VpyPq+eRIML6FKLQNWfF2SiUXFHSPFMYIadQBPNlVI4DTw8emgsfouh+9+SLQgWqQhQ48DsvnA+5BMlhukaLe3Y7F1ef7zmr7IQLMyw9DwqcaDgfKeLGM+Wx5cgQeHKwbAbl6CyaCwoznPy3W7PZGkZYqXDYphb1qIwrA+H8AYl/x/B2CQHt2k1rn6w4bAE+pylXpMCFEA2s8n6tMeZ17scfAvA6Y+VXAGgAd6fvGmN+yBjzEmPMS+65557rbrC9iDSEHaVcHWApFGUKCnyySkEIEcL1SDEYg1o7J6bjwPmgE5cnu5WfFK7gpbLovpLC8a7MtKZ6JJ0N46LICDrRSYFX7YpNeOA36XBoCtEJw4ZClhg9EyFwSzkB8EjX89jGoDMbqGqJSrgDMQlrsx8JiBKJ0hhEgsDpQljF3gUcPRPa3ZocreoEZa+NdVZPaeikn+cuJCAlvOsaLVZtnY3J4MxfUy+LUSh880mPdAMCX4reI0bj+kx1LqKIHyCbK4rJF83Kfzuy4tz6bCrh+PWSQ4/F+yfUD9EcaZ8VHVreoVdFDj1C0Xt750JERqKED3WLe891udWb9Nk6OQsKnOUpKO/EDKnyALKoHqEK6y+hUExt+0SRYeFwUDZUleYiAXsV+7ZMrKFBaawY/WIP6rC2ZdJnek4KnFuX8lYrcIeqXwPgQWPM97NH/wHAK9y/+TgALYDHbkAbI2n0JsSNJqcqT/ltmhzhSLVB78xyUCggIV0fgth6DtxECjwoWTIzcwRuFbhJEHiIIFj5dleMfxfKhiBCSsbHJaa1adBSfHCkwOnb+SK342VjngGwOFzqs0WbuqIolHhz+tRujiQSHpsOB0IpVPBHUibfFt610T0mYTPwigp8CgpcpfH+NFdosOxyxKgHl13aylyBOyqMFHgaheIRON98TilMLjMQjAPnfhQxBasCADTiCBg9HNlSCLIqxtVLtcHGWASehtQJlqhTFXwwVB4AQBaiqKYBUhgb3gi7/rgFSJZW1S49PTMl1tChbnDv3sJZFXGEih3PctKVmNY2W7aqMwU+uoqBxDXrxBFZlRS4YVEoEUqOY8ynwYbXeidmsm94FJSU8WGqlHFXtYUD0YYRkqUVFDQAv989Aje9LcBW1Ww/J5nEpyRXgsBfDuDVAF4hhHir++/LAPwwgOcLIX4DwL8G8DXG3KCSW0w641LS4RR4CYGjw3KRc6MVMzMJjXrHGQtBLHHg2mdurTx/aRI0uvYcuDWtSch0bl0ihRZ1xKnJaY1N2i6eJKRsJmZTyQxJjBuiZ3YZSg6/2968nVIoQzReplmilhJTsjlpYxsXmpb1mS55BpwCDyilYkgWcGFchiNwmw1J76bfJifm3uIYBI4OKx/2FiskCrtMldnInNGtc4Tzb3MEniocKmZlPPKKN7acYqsji6qY1t5ioRDFiTm3KreGuloWHHrh202bK/BW5+PpD7UxJKEBxAczyokSybqdwFOzJCEzrnFZNbh3r8szW91cDDI4OVP/DvWZEpAUq7vtE59QoFCm3ErzHLirMy4cSqb1Obrf7S+K4FYHa3fNKZTE6pg0y2Fw48md/+k8E3gZ3NpvGbCRMp+r05QTwwiNMb8IIOO2nfzx023OCWLsVUWabRBRcKhMssNO0wIjImRWqd4ryhCPHSvwXnRYtTU2CerzSUDdCpUvlJV8Gx1qKf2JbIyBEMIXlGrc1WJkHlMII7cMAoUSaI5K9X5jp0jCo/vlDkseCRuoxeApJ48oSWmwWidSEs2Rm79VuwD6XMk2usfIUYoIaJQ7coA8eaSl2upAiH2ng8UYr8B3ivH+IbV7tdjO2a7amkV7OD54E8xfG0YYKxweHVPX8VxQHDiPmqihQqW5ggLnilJOgeaQLK186fpc6d4f1DaSiSuz0K5qIgswKNlG9xgdGuWHrUDgbEVbbtfUr1HDIXAdh/oBVoEfmbtw77nFVvrFrl+NCRWmaaQdYuvgu3lOna+kwEevwGPgw3nq4N8JvgyfWwFkiWZmXFvtFumK2GKx3w7RMQR8FM9hAJyCniKLmd51v9xanxRGyMDJbcGB3zYyxWZRSid4RFkHUxA6Royes02pCrosmVKskyxPM64xmApNw4oc6TH69sa0kAL+xCaLy/PnbTC5uOldMS4548zUAAntTWudIAlSSN0iJCRwNGoReEyhpFYHPAKPlSz1WdZt0XHbsm/nPGDOgfMNZLMhXbtEcjioETAKa9Ngt6ttFErB0tqYFqtS5iAV6GqqLGGGIkEER+Cat6u3B0bVsIQtZ5a7MELBHGc148ArFZvWKnFE2qvaEgROprUaIY3CxtisWIvA45IH9G1Csvwwbdl4puUYiD8Xfi7qaJ5Vf4jRVOi6ReZoBJxFYwiBpxQKJQGFkE8eDlqpDRT1OVl/4zigESrbF+QU5lxyKE3g0PtkIvqFK3ClDUtsChw490s1amP5+qrJ1nZA4JxCCTkOFY9CAVxhskChtLrH5J37ucP5NOVsKfBkIdqwoxwxmnrBTtXY0TMmDj0fgeC+PVULi3STmGi4eiRdLdm3GRpVGwyi9Q7ShnmtQ0XAcPDwlPbKvQsEJZu2q3fp7il6Ur4m9yozM4EQ8wzAm4qTir8t6iWkRObEpD7XlWDZkgzdm43/NqGU4MQkLpmHcTlnoEOyqooPU69IXbsOdYPdRb018WSSHVofRhjH+1N9l0ChOBqEle715QMSCmXwSjY2f20YYWpah3n2SpbKvSYAo9Zrr2QDAo/prEHYdhs3nkGZhW/X3gEaU1JKxuNJSphC+Yhu0ImzUPV2nhdNFThwHrfs7nO9d6/L6BdOPQI26WqKFPg6rD+a5ynuc0UK3FEodCAGmmORrW1KAiJdIGU4ENcjr5MSOPAqCWPtER8sFN+ujcHC8GijZJ5VOEzpOQcvnQl6JvT5NogDv+XiTGxBGyRBo+SUk2yRRxy4HjClipIUEtV8Fi26usoLZakBvcuGLIYRmsErYcjYSamHWJkZWaMWgQOv9IDRvStTRekWe88yMUuxx4slS3ZwC9UYg8aM0CkfN8Xfls0CtZS5g2qyfa6l8BskOhDNaOuCAAGl0CI36QaSHvWNWttbSqqA3m27gtUBAGvTYM9FoUQI2x0OomEHNXecqR49miIHrtx4yYYO6rjOSm1Gv0YI6WpWjbDD5K80E1WcDObLlW6xEKUOc1En/Dr1WTYLCwJEFaF7X4q3XvhUepPMRXog+m/7fdEV26VHGi/JeGqmcFSPHi3u3usyXwZ9+0i538nCMpU2qPQIU6WWgTsQh7BfAaKkmG9Ihz5nCFxpdGLytbx5n4+GKZSKprlIo1DMgFG4SoKJT2tSxpamrUO746ADmmcWgSUCB16bEcrti8Cvzwoco6vXS0WbUj6YNmnTtGxjMw7STNBEM6QlYenWFVlbZJbEuxo12uuRKpl/2xhUZrIx2oA1rYVmWYluwukqtogDB6SeoNxiyg4WSu9F7WPMIwrFIbjlgiU7eC7PoIbylzGERT5F364aS/1MJvYpUJ9rKcOtJYr1GSrcG+mKWalJuTaMUZ8Vi8iYlGuXaPy7ADsQ3bu9qWwUikkST1wb6rrxhZ0ix5meMKJ2CDxW8KRcRG0pqTRuWZowFzKhyux4Tr60rnHJI5Prs0fydO9p4sSUevRzQaa1R6uu/XTNm5FN5FPwFkbVom5qaCOig0di8qWIU6qM5qyqtyjwyc5zV1e+VC1X4FJPGFDhjlULLRoIhIQZH9an7NobGYVyOEyW067jefY+BQIQdYhfr4SCpkOL9RmygoYIIEAZNFDhth02nutBBS6dxiI7TCcbBQX4+SQFT/PsL6iQNSTCpcd8LtzARgi8MsrrmVLW9mnKmVLgm96iJ1pkJqVQ1IAJFbq2QdtUWUxqxRS4SNGoO1W1bD0yi7M8B4ymLiNwQndegSdIgxS4DM8jDtyMBQUeo1EjGwghMg5cjwMmI204nU8eCVxeK8LGTimByR2IdWOpH5VG9Sjb56YSebakVrYKIilId3go99w7UqMNFBBOKyZoUmZpWjmlrpsKuy4KRSTzrGD9EU1dYTRx5UipR0yosGiqUIvch9Q51Fd3LowwVuC1Gf081knCjFaTrY5HGz6ZZ39xBCn+hKqQZvJJNiGtPJ7npiVllqNRDQnICo2LGIrj/ScYGVtx4XBwFksdDpYovFH1mEyFRSN9+K1/VysIaIymxp2rljkT43YfKatKFCoPivY3E1oRDrw0XFSxw9T9ATXzHdk+i2ChsbU/Ko1WTN7vIyMEruwzIDpMIwVuRhvqx9pFJSiUmqz/oQoWNRAOwgBOSJe4MEJyYmL0e04mFuBpy5lS4FNPm688KVADlKixaCTjsePNSRsoJOPEqM+IGtLFREfKTNvDoWEIXCSLWHlEGW8gXUTgIe3condXUGtLu3ymWaIUDB1atVOgzFQclbZXlSWLidoz0IHolIZOQ8SUVYS22mBSmoDMSLJovE/BoWNSuHQg8c2nqV2ur6k/gqIUUGPZVHkBLzVAiYrNc1y7XWh7IFZSZBvIjIT6GlZCNznkSYGT+euRrKPw6lQhjf738jHRrCaO0sbeNuPWgFfgNI7uG6TAkfDBwq0/ALYmDuJMYYsYaW3HCJzm25cbTvhgMw0YUFsOnCiUjFqssbeo2UUU8dr/tte9E0AoPAYAB5sJDSY2XnEpZX8hOVvbPNpD6nCY2vGsIg7cIvBUgU84GlS4oo/WX7JvKnZQp/y6B4VVquDpoI4VOBW78g58BhRveSLP7SSeVqCLgWU8KVATJrcQ2zovvVoZFczMNHnEI/CAGFNlNsAi8KxeBNEvbkGIRJmlCjxH4PmEm2SDGLYQq0K76kqEdutAVTSY/LtpAsgwkEUTHD1Rn7X9dlPJkDmYtAsJujJqhDEm3OdIFAr7tm9Xmnii4sPB9ssm40QIXNt57urK18Th6fAW6cZWB81VUGadL2bFLS3LX9K7bdRnQl4EINKQz5Q24tmUR45OEF6BUxx4PJ5tF/wCPESR02yhcmSgyuyBmFoGcbvoztS05ghRKIu6Qkv/JvFH1E1nK22KFIGHwxaAKzxmnx30IxpMIT0/Uf5hXwRFWEN7x600geaw7Q5raHRryFMo7NAqUSgacVhmpTnl6RA29amwX4FA03lfB7PEGqExKANjLP2i0zU0K3BA0T2S3kStMwROXJ4PBdTxqetNmzqeFDLftQyKMlXg9ttBmeUKPEajlDBjkoVKKdg+6YVRKFmKtYrbZdIaGZp4aqfAGdc8am0Xslto0jvlKFvNbc421N2OKra58aykyC8gIKVWxX3W2t7O3WQbKDZ/OTfvUYqO52KEpW+MbJK5GDAJ63QrZVNGXHNi0WimzNqKQifZIQ8F7eaiTubCK2pS4En2X4rMDPNXrAkVunebFOm6d9uO1RpnTkyORoWg2u1lNEqHQ+DAydcROPAqseJGOArFh70RAnd+pS52RJYU+MtfeFeUdHV5M6GB8kosRbImtUxdOJ7vM9sXQGwhhj67A5EdptaJWaBQEjor3a/eytPxu34+1ZQ8D9x+IywHTms/6JkE+JyynCkFrp35K7ZwjF6B+42dUCj8xE6r/hGFIoPC4aiPFGVb8fTsGDFqj8ApqiL+NpiyixA4Ahqo0sWSorok3ZjaRXXEdMo1Y2Ibm5SG2/guCqBty84tuG83lcgvsdiCwPU0eoTNn2shQ7s0tauc+k19nlChlpb3TQ9qsrQ8AudJVWb0ZnmVJI/QRdVV03nlHyPwgJ7qpBwDRR94Xj0xj1OrQzuqTGtjeVlM/l06HGiNkDJbdHF2X0CjwTIAEK3tftIxGpXxPPsIl7qMwKPxbAnJJpZBS+GiZSptQI2Xv/DuqF2HvaVQKPolrafj94e3WOoIgVd6smn/TrQM37YgYPRzIFlUz3pU2frLQjoLFEo6z9wyAIISlqkT01U2HZVm1mVs9WJG4DkHqUWFusDZNlK4+w4leHxwwyII0iSNlKpQoorqVws12hhYKQooJKZfsjCuxOSihAWKQilxZmm7/IGTXCIg1ADFEmo1cgoFCYXiE1OcRdM0DKWYuM+kRCuvZON2pYtc6AkTcdyAV6QKQWlMKubAs1R69+3RUUMpZ2utocpRZfag5sW/ahOUGbWbonWIz64YB84zV2uMjAMvO5RTEKDUCK1NWC/JQT05Bc754DRcb3D+neWiy94FEpMfdn2SUiBfB5U5JuuSAI+PNmIceAx8LFXWNZKFKBI3b//fZQg8BicTKld4LNToJ2pHZGskXUOByqigvBOzShC4EXWwzlR8aHkE7pyYYf3VfrwiCiWKGos5cL8eEv8OjXel8+e1R+A62nOyyfMnTlPOlAIvccnRQiQ6oZK5g8pFTfhFXsh4BOB52fTEFnoIfFyaMEOcXvKcf5siCNwvRy0SDjylUHR6sHCUogAWajUmGztkq422RnLCu4YoAIfMmBMz7vOIwRCFUqaNkFIoyibzNGKC4REETGmMyqARjNrZgu4HFwFD5Tqpz5zOat3NTJ6z1QoSmimzmOYgx1nd2FK1/MAD4sOUlFnoc4zqeFXKUWs0IlYaRlSo3MZejxNqoTwKrj036kImvT+CceBC+3r10oxhfbm5onj/YZxQC52NZ+DmYwSepulDjTYTs658YpROLMAFUTsiAS86KPCdtrYlibmvQ0wZzeYLaRWsOJsfQX1mYb9uPKEnGGNDN3mkCO/z0aBQCxV9O63uWPPDIak1nnLcnB607So5MW09cL/2yYrz+2ZW4B5l+VA7YeMzfUyqGvym71x42TanW3Ypg6dQyBlTZ5zZ5E9sacObkoWofIQLhYgRNxoiG9wvj1JzrdNjC4XiuWa3sfwm0P7bE0fgjLtXnnKKIx+0pxMcB85MfpEo8JGcmJWEMsKbznSY+jhwVo+ZeEAtG0AQNx8Oh0nrmM5KrxejMEeH/r3jzPB5rrDThZj9NIacvunjrelmeYqScYpSJXRCjRDDW1XWiguhkzFiDFE9E4bJcrJKhD77Co1Ke1RYeQ6c4q1jh56P2KA15OmZsEZobHxMtLOkvHWZUGUpp2sS57/Qo6NQJNq6wmRkdsgvV8uoXdz6tMlcwl+6TYpQmThWm9YIPTcJPZgCn9qM0b4hv8CgdLC43DuyCX3ejKrAgddJGGGYZ7hSymE/55aUbbcFXZLQO59nd1DbCCuV+9rSe0RPSc6UAjfJIjdZTOqIwYX6kROTNqyZ4hDEPNqDFHg5RFHoGAFFV0uxWG2AcfQOLUgd85c28D8gcJvRGCPGLFyPIXDeZ6nHWIEj0A1EkZDjrEqSXshMrrZw4MIh3UoKXy+clyi1L+dmJpmRHD1pRoOMSkfcfHrjeEShbIl86E2NnTZw4Nu4eaJBxoTOoj5DBovFGJO1W7FU+zTKhJdjoKgI/m6oUqc9B06XMZATM01qQZ18mxyQzEqj8fQhdX0c5+2jjaYYgfP49Dqa58H7d4iSojXy+OUDAMCF3Z2oXWF9hrXrKRQCEEShbHFi5lYc+Y6G0GeOwN14bgadOUBDjfQp+ATYt70V56RG7lOgdVDiuO1HRn9Q87koceD0e8nSmjlwBP6S0DNSc06NGI3NHOw8N0omamxGii1mu4/hlTEalTrEkAMUsRGf2J4G8Vmeo1/EHElQ4L+vrcBO7CotqO/N31TZhcXGuVFO/ZACp/ak6D6PD66jS3iFmTCisk5MXy+c3nVKw6fSU7JDcGLyPvPDgbLoPEreRqE4OswjT2a2D0Zi2db+btRtEQJ1mphCVgfvc6Jw4nkOfhSRbGweRkicLEfJAYEb9JONvKGswyZJEvLgJDkQFUejyYHoC3T5eS7Tg2niSVq2VegJSlpHuAc+7t3HL+0DAO7Yo8p8+WFKoGKnq5wiTBR4xoG7bF0d77m8z1OmKCsorEcV5rtKDi2nZBdSx32WKYUSO0gtILPPSxQJ9XmYjptnrsC3AMVTlrOlwFM0WsgKG5zCSe87pKQV6VFKOfKB0n7TLM9Kjx6dA8CEOkvkCVmeLCJDb0NmIcuOP8+81llscYLAzZg4t4JC8ma5r5GRmL/k0KMwwkLtjhiBh9A1omdSBG6M8n02kcIJlFS6yEV2aIXQtNpx4Lzdeho8Aq9l3C6eUQuwmiNjjO7rNjjlvMIxebsnnkSUIFlP5bmN3SbvonJU2WR53diJGXPgQYHn6N4Ygyr5NkeMXoE3KYVCB0/uRI/qbjN+Pa2R/tgli8DvOrfr++Qa5seEqEO6PclTKF6Bx0iW2p0eiJ6Gc07hGiFb146JjRNfjyqbixDVMzkFnnPgMVU2QYuwn8sInNZ2sIr7yVpS6X621I4JSWrJGpkzMREWeRpXGlEoxm76LokPDgo8VmbeWeM9yyzag5uZJl5Mit9r6SkU4sAZN+riVaMTu2IXAbhY7TTxJFVmsgkL0TXc/lzHyQ48wsBz4NvicCl9u4BG7bcplV5mN/akIWCcQlFaBw7ciQ0jJASubBlROkwTbtQ7xoxNGzeJ2a5dWYNVZxF6VBI24UazG2Y0ceCMD2aIsRYqPngiR3gcWeMtBzfPddLnEEmiMU0arQhWB90sT9xoiDF37zMUTTVtUgTuE6O8dUmFsmrfrlK7MwWuA9cs3YFI4/n45UMAwF3nrQLPnJgqOANXrna7PxCV63O2Xx0CT1PSvVNYOaewCr/PvV9BYT0oBuZiy1WrCf2kggJneR0ZAueWFqOkRILuw9oevSVlCvM8Ttbp3LCErSzk+JTlTClwH1JXp2jUDo5xzq1ahigU4xU4xf/GERkcSVAEi/127OipTQEBJUo2DwVkERkMvdP9kUobr6xSpwcSOoEX/OHtThE4pyrUGNNGafSMH69a+nfjjT15Hpo2Nr2ryXHmqR3WZ533mSPwcLBsKScbUSgCRsS3neupx4htCNyNJ3HghdTwwVRoqhARFJyrxqGrGJl5hZPwrrxQ0TDpLfOsMEwmZPFtSeQ5DoGPLp6frz/DLAOV+ncIjUZ+kgqQYW3zea50Qs+wQ+vSwRGAEJ+ec+CDV+ALVy3T+xSIesrWX0pVxDScpaTyPgtXNGozqcwy5VmzHoHLmvXZ7jmSOkHRPEkobxdZDsry68k808EyKo1xGiEFrxGUhF2espwpBR42QVyG1CtBZR16bS3R1baYFZ3UAyvcBOQOPbh3K5fRmIZaVWYM5hAQp53T769iJRxzo4nTA1bRpQlE3umRIvCUjyPnlk489QxFU8hcUOCUkODaPbHkJDieMPLUWw6cKBR+aBEHnsWBm4klM8TcfO2pHYqaiJFXShtREpH3dXiHn40DX3WBA88UuB9PolCcgnRJK1KGCAKKq9eUkl4xZMbC9VLUx6/iGtPYdgSFMyrtnb4i8cH49iahfpxfH1RslgP2QPQUCpVlrRMrjtVooToqoc9BmaXhejzGnL7t68En6w969HV8Fk1lQ1GTKJOU1ycFmSLwCAQoG6nko5xgE5RqTNgMJQqF3h3QTxqdVIH6cO1uMPlQ1DqlpFjeh0/I8nkKMQfeYoJha4Qo0VHpLPILIg5RPG05owqcFlOOogdYVNYm0QnkqafwMVl4d4wUeAUJDbBkG7DFFBV+ShygvCSsnXAVKTNR1ago3jWJYCFu3meBJgg8dSJVZoq86bw+zDYKhXP3EypfR8Wi5NDnyjlIhRC23GzkxCyje7gwwpalyttvh3Z5zpYUDqHhpM8+jHDLXO20FasLEr9Lc5DW9KbQSC8yhKKWufsq83WkJj8d1G2qcCpbHnVUOgtvhLMqTOLELIXUUeJT2i5vaRG12NAFBUERAsGXQWLDCEP4bRqiWHJWp5E3/MCc3AVqC1d4zNNw2RqRUUlYn5yV5RKM3tGdHYjCcuBe+dO+8T4Fq2Q7lmcAIAtFzaKkIgReplBqoXE0TFHdGfvcWjT9pAuWqYSCmDlwIJiwsi7XZTCMBumaOD54HONEiSoN71EjJlGjciZXiLd2iw2xAo8yNT2FQqZ1iDCYqLZwYlrXULYWiorRe+1qVJuEm/d1TLxDJShwnXDgtDG0zzpMFbj7na5YVc1Ma95naUbPr0spXL3wGF1RYTGv1DRDTwmFQui+d4dp49KzpZQYTFVE4HUlPIrx8zzZeV621mEd1W5PxrNxiSmBQonj5g0bT0V1LJJ5Dn2ON7ZkKJq4UY6ShWzQuDDCtPY1hMBYsBxIEfGbmUZXPz0CEMzJTlmmpMBpjfMqiVMSzWH/gX1esxpBts91cFYX6pXQeNl/MGAS1lKqpLAHvrcAEwoFZDmQ/+bkqB5EB2Ljo1DSmtwVy+sYlMZCxHPh9wj5QFJKlI3ntjDCGgoH/ZTNM6dQ6Io8ydcQjzE/ZTlTCpw4Nc93ZXzc5OtXL5sqikIZhzj+NwuwV3FRqCj22Fg+LqJQeK2UBA3wdHhaiByNirrJOfAqKErFuGa/sbNDi1DMmCDw4KDyFAplFCYJMxTn7SkUvsjdJRW08CtfQCmOcMkReIhCwRYEvtnYw5QKN0khijQIJRGFQ4soq8khcHJiMg482XzkoFVMmfHMVY4oQ4p/6usoR6FU7PKDtDoe4BC4CyNM65HQtz0CV7HpzWu4BHSfOKuJkkouOqmaGIFXJj20YuBTQUW8Pw9RTCsG5mWFQyXDtF2Z9Qi4bN/gv7HfjqNQoKesvgtg91UNjfXAFbg7qAmBa+vEbKSO3k0t16KlRWAtjUIhcAWFw15l7ULVoDJ2ntNcFSCJWDtlOVMK3F4wUEES31o0ra3ZvWyJAycFTnU/EgSe0AmeQuHfJu90nSikZKH6CwqYU25UzpsuY2Tm61x4+oVPOM8Ksxc2NI1bgAkarTHFnvpCGGGVcOC8aM9oQilaLZmzUCsIGO8glY6q8A7QhMf23yYOPEFA3KdACrxzhynRIJw20qKChrQHaiFcdDQVdjpb92YqKtnYWUgRGTLhg3khLa0mSGGyg8eHvaXfZgWUhim+YIDGpnZhhFktcSCKnjHTAGWEpz/o/2pyHLiIAYRheQo0z+TfocxaTqGoJJrDj6crPbAt8sbf5ehjtVMEbseza1jJBBOUO41DPJ6kKKfowoZwyYpTwjyCBRZ0VVDYTBoymQtOGw2TRpf4MqJQVK1QCRPRmrzdvtZQsrYrKBz0o53nBIFLh8BDxVQ+z8nlMKcoZ0yBjxFnWyoqRWb3qq3jzMGRKu9tj0IZTEDgUZKQ33wBSfBwqTx9O5hz5E3ni1hWVE5Wh4JDCbpP6YLOoeS0z2m2GlXAo3ftKwl6Z85XuqRiW599fDpdckFKI4mqoG9XRmFQKs60RBz50LuQTkKwUiSLXA3+UGqqnAMnHnvV1iG8MeHPSRk0SW0PoYeoQBJX4KXNxy+TSC9s8JX7VHBiRgqnYglbrIgWSWx1xD4YXsOlRCfwA1GzCosAUDcBQADIsnU91zxNSP03gHNUbjkQy6CpxrKlSCZWgiKtKYJYgaflYlGFm2/6UcdJQLCUVQ2NzaACok35c4ferZItIfDgAI0oPgYg0qqSgULR2KdLKpJvE4VC+5nPcxSKespyxhR4vMhFlSLKQAms2ioyUX3lPWe2Z/daOrM8IPAw4cQxymQhpgg8i3yYRlf2MqFQqlBpjkLATKTAAyWgqU8u1C/dQCmXBxZJ4utAt/FClEwRDhTpgYSSSkrkUiKP54PT67BIgUNjM+qM99cs8oE4cM8lJ2n60MExW/MoFFJIihR4hbqSLrwxdtymKDnwwTGdwMPiQn2XJFyPDofEtG6bdJ5jq4MUzqBMFmVix5YpSj1FF3P4NaQmjFNSUwRx/Do5aOk2n7pJELiJKxnSeCo1ZrQQtUtsibzJS/9a4FOmUBIqArRvmAOetYvTRoOjjfh4VY4DPxwmpmSTCJYpBA5ECpytIZpnnc6zD28sHw6Vo1BqxJYBpLV6hynUaOFgT4v49qTTlDOlwIV3uhUUDoBQjVBg1VZRfDApYVrk2V11hN5lju5TxAggCuPyqdZZ7DEhs3gxETJT2oRbU3jsMUMpeuz9rTgAQviS63Maz0pp0sYYlvhU5s+FC50UvigPOxDJAqCNK+KYaLOFA69dokWmcBgCp5uAvPmb8f5DuFRBSo/MfLvNGDkxuT9CJ1RFWl3POmbLHLivHZI5C1OFRPRM4MCJs5UFBD5OLAolseLS9SdFrMCncfTZfSKhpAjpegROCjxJBqtM4sR046mmEWmFRdfIMM9Jn7N9oycMpsKq5Qo88Q1tAT5puVheAqAfdaYoZWVvvrl4NLILQ+L1Z4g/T52YbG17x2xidUhj668326JQoC2FklhapMBHZXLa0vV5vlIN8BQKLXK/+biDynHgq7ZO4pbtwNLlBSLj8iyvWqURGWoMCrxOFFKyUEm50rVUahy8c0skCLwVClPEmaWOs9DuCZVH4AFJuAiCNMHDRbhog1D3gw4eunfToZe8jgobzzS80SXMhBjfuIASV+CbiW6fiREOlcFNY4tLoYDaUygi63OlJzsmlUQtCYETVUbOQDcXLdFZIW6e9zkopNFbQ9sQY5piHSfb6Jwqq12VukkFRZiGAqYhnQ5A+PBHNWD0h0NqacXcPK3PmkJRSYEnuQK83SUEDll7umhbrDafq95UWLaBA6+gAWOCzyABGByB83aFIlyD5cAxRXsO0u6bj17eZPXmfY7DFOqVQMZ9su0d/Z6Lw1xtu3wFxcK3a0w4cE5MkYyXhMakJr/+UrA3F7OCU9DM6eZDm9RgnW5G+yiUSroaGlRc3imNzt944sqjskSeATWIDg4RG0GB+5tFEIcd2XrfwseW0yFhCzvRxuZIwqFCPeVFjGAVuGQKnNLZbbtCwgK0rYmcKXBheVdCo6HGtIyQrki40WDRhI3tOXAhMBlmdUwjtBFeWdAGacSEtau8J5IN4jqEMUHgQiALBaT6Gk0lw1yoEdDaIk/ZQAjhMjHDXKQ149u6tiVhFT+04ogg+raPeU4zSL0Cj9P0faW7afRKgyNsmmc1DRCqdDjEipJTeKS41DhinJSr9x2+bZwjHAiHU11THLgNRfURTCmFIsPhkMbNu1/OyhrEfebjZf8/YKNtLXAAIfxWjfnlv67PRPGlBbr4lX/9GJdboO+0UscK3MfVEwgYixEs3I/iabbCwaK0YTfax47bWtgwQnvLUHywAI6eG2N/hB+TORPTLvIh4qmdIpzGJHaYYrkbj5oGN2n+0lgAg2gCwlAjBobAfViVGn0afh1NSoOKKZwRtU9IIZ5dT4PlRhNvOm1yM43BnGMbfxSNVxZahcuUbZ+7rM8RZ1u1aGEXIvHU/qZzACOakAmXXhpbhT6nNZGlFHbsWQy57bOM2t+4hIZaKF9EKx7PAeOQxPAKgQFhrnhyyLKpornwYZeUNu7aRe/68EY3V8J921M+qTKjNqoRob4LN71bm8QFmwI+8XrfdLm2CvMcUSiuDdM4hDIBTKlMIswF2OUZdjjdBQpTnyU++XYhjJf9fXQg2jHxYXz8/kc2dmocApLmyq7qLL3hbhkq9dkjdzVho21WLAAoNs9pSKd93qCGLdBla3IzBN7QvukxjDloglvbD13aZBc2AHZtQ1n0nvoj+PrLLoZx7a4R8jaiet9ubbeYcNi7izk45eTX/uSj3eqWc+BNOMxOWc6WAvcX+DqHHl2tNm38gvLp17AKnpwdpQgDG5/pfq6GhF93kz/1GIa4jgpgJ8U7UpIY8sor6B6DMpnX2itztUGoGMjbxZTZNESx2kRL6DH0OUYajU/TD46zsJgmEZSw1DEfzPtc8tSPog4odBoiB6hHvBixGen6MH44hG9PCW1USWHv9aRvu+SQrpY25d0j8NCuKFZbNOFgKY2nqO27yKN2/C0108ZbaRw9KRnmOa07A9Ynosoipxs5E6c+C0H039blNeSTcdh4cXRvqsYfLKVoj4kp8Nqk9ehp3wQEjgTpVjrMIx+vUAIgzNVaS+x4CiU8T+unA3aNtc7/UyO2hioGbKY+pyKsAh/x0KVNdmEDYOdZ6sFZQ2P2e+0/6svOatnYcVLsMhI2HoBV0Af95Oq6xwcLPR98kloMXiqao1OWM6fAJ1SoPBogZTYwBM7C4urWbxCvwNmJPzLkZjwH7hQ4Q6NjT1mc8eZrPAKKY8h9DeJpCBRKnS8Iw9FAHdo1idojM6MSDlzyzRfX/bB/totcsaQCHg/LD4esjgpHukmFRftuHQ4tmguKHWeLnG5EiSmUYHqHuSAHqcCAKhwOztfheVWuNArZfUqEdgUnUvjdE2rvD6gSJUzfUdPgFaW/zBjW5G9Meby8gnD1N9qEp/a3wI89Q6NxbDLNhV/bbg1RvoKZhmJomlWEIfrKjidb26IJ3HjCNfv1x0AAR5SiatFgwuXNaBNe+Ls1W3+u7xtlfU7ULvq5KPVZNmgxuvGK8yP4gefnIjlYaoREHN4XwB7kISs2CWNl+1klNxgBdo01ngNPx4vAyYQDH0aY7+cWk78dibfbVAyQnbKcqMCFEM8RQrxeCPGgEOIdQohvcj//34UQHxZCvNX992U3pIW8sbTIq9i00QwxTjySpGq9o6fkLBzBTBtFDlBKagmbc0oKYQF2oVaMA5+Y8vd0iDOtG4TbyKldACCmEcaHKDKFkyBKHqttPGLk/CVTwm7zKRMQOEero4gRpS4hcK4ok/EKNEfsdCPTusHkbwUXW0zYdC4qmVIoNiFrSclLhYNFROPV+gMvu5rM9ZnzwSZS4Lbd49CzlHQe/hgolHS8wA/5tIwoArpX0wBZcGIqZiEK12cfB96ENeTvLo2UQmeVqzFFrtlaNMHRXWq3moZALVXxmDSY8PjB4CoCsmdVsC4By7+vlcROV/k+UbtlemGDG88GIdMyplDIdzR4R3eEwOvOj1d6aTFg9w0/tPgzWn9G9UW/k3GU1KR11meOsA8Hi8AjB6kbk1YE/06sK+z6NHSn6ylKffI/wQTgW40xbxFC7AF4sxDiZ9yzv2uM+dun3qotIvSIHg0L9SOkGxQ4D7lD1VqUbAzjvWI6gTK6jBowoPGHg2Fmu/KOiYV/V1ctakahlNoFRqFo9q5vwzRAk3MrojkadCYgnB4NQ+Dk6GE0R5TW26IVyl6G683j2PlKh0NlRkx8c3mF1IOK/phkvLjC6dFkVkcnJmxcEsbEx4vNlVGDhQ6MAx9NHSnwAY1X4L5/rM+cX1eitkpW63B1HreWROPpGUsncCXrLrMYNn6e62YZtbt2irJK3gWzDIaC40zUgccOF4bEfpTaHNl/q0e7/mTioJ/C+ov54MZd46UYPcPHJICTnEIhy8CCkwaAYN+WdYtWjHj8cLBrl33X32RFDl81oHchnQCnyhiFElE/LRpx6OkZTtH5/cVBU8v3TYvKKAiwK9PquM+cNuLPvOU6Dt69YxKKpcEUbtBKysUaCDTCIXChEsopKPhAw8XtbnGIftJYECg5JTkRgRtjHjLGvMX9eR/AgwCedaqtuEKR2iYN+DBCbs6RAjeNj1JJIww0ZEwncCfS1MeZmCzywaMBxmvRhAP2VB9MzZSs9B5xNY2ohY54aG/C6h7Gm3Opkk2+zWghgExrQrL5t6fR8q42VTnuMx08tR6hRLyIqc/wURMxN19xJRtlrgpoNyabYcj6TAp8GDbZ5pMyprPo26QUOFVBVIhIeGr7S8agwKOCVLVXcqkyI0U/DT2Uc5zl82wdemmtcFuQqsHDT1zCD//ib7uNXZjnqUdFBzI322XgsWlt11LG/06N1scDFHnXaejZLercKgngpEF88NB31LjBNOTOQtkQAu/RirjCYl1J9Ka2e05re/CYhkWhhEMtu90dRKE4mk2M0Xg2FGAwsblo8vFsMaETOQeuROD9KzPGUTs+eivsufi5tQzGyaAVyUEtBEzVosOEw35wB3WpXWN2D639s90X6+H00+mvigMXQjwA4NMAvNH96C8IIX5dCPHDQog7trzzdUKINwkh3vToo49eX2MdMqsTqsJMg0VnAPrIyRlOdEx9nMyAxFlICJziwJnSoPCyhqEBI1vPjZqxtyi5CsNJHvHyQnQUigoKhyskTgmIybarrWOqwqgBk/t2jHACurJmOYsggKNnWMpwybnFFaVJo2MYAo8QI4J5rAtKgTZqv9mgJd+Ba6sUcSQJJjuenkKp84NFRBs3tNtMA3rToK4C0plE69Fog1hpEFKaxh56KMxz1aE2VBJhDFaK/7at7V5yqgUUPYTaHXyuZIvKjQWtbdLf/qBWg2+XbHi77PNx7CGdNRTPc1hDTZIwQw62cei9Ao/CH5sOLSY8cTjYuWJ9IrqLU3gDmpDIwygUf9gnCLx1FEqLKRpP78RUIyvLyvdNoOlamkfWZyVbj/prPURKVLN94evRc5rDtWvjrkwzyTzDgRPvV4oUdGiXoT0ZWS3220fjLVTgQohdAD8O4JuNMZcB/CMALwDwqQAeAvB3Su8ZY37IGPMSY8xL7rnnnutqbKVt5AMV45cRAreTMjBFGnnM1ZApcB69ICab8Uj0Oldmyi3ypg2mtala71Ax7l2PwGE3tlCM4+YKnBYl4yD9YQPr3KojRVmjdQpJMASuknhq+2fbRzVtINVg+d+0z3xj85hnrsALitJSKCF5hJeiBVgEjA97i6MmAGDT90GBU/W8VIEre+elR+CSha4Rwo68/CH22Ey9O8T5wRIO6saMES0U4q37cFB3XFHaPlEh/wiBwx6IDSZ0yJWVpyqmAVLnFo2p2hiBo8kQOD/kOQigeZn6jb36Duk8h/FsMEXzTLTENHJ6JvS5qjs0UHjMceC8T3Vly+CaaM/V2OlSBD4WETitEevoHiNFSeMuGGiKkW6gKtqErqLf7f07eiyiZKOGQP8k3+btSucZzi8QDuqyZeDbnSj4FuOtQ+BCiAZWeb/WGPM6ADDGfNQYo4wxGsA/BfDSU29dIpVJlDA5JqbeI0ZeT8IPorKJFOmkKMmiKjwHnpiwU5jwurCxARe3iiZw73D0jB68+SsjTsxFX+ghvzUHlhKoE6Tb1FT/JedGY6URuD6hBx9P7b/NeOzaxBSKYPwlphwxTmgsskFAjN6h7MakxegPFpnEzQPA0K9tpTggIHAXRlgxOmuja88X+kOEhRHK6MDj4Y92LmreLhni6jMEThc6T71HfXVkaTkFrvQ1IHBOJxTQKItkkg6cpBw4VO/XSMoH23bbb2cHNT+0EFtahMDV2Pu54odD3VqF88ShPWw5vUchn3zP9QyBe/+P6kPoXGJ1WEVJzsIcgUMNNkzWNiYbz9Yh8GjdI9AzgAV70btMV4RKmolPASEJLUPg7nlbPKjpYFEs8iv2KdwyCkXYQhmvAfCgMeb72c+fwf7Z/wTgN069dYlI5+jxf/dhRwwNMA4czGMu1RDzWrBmZmXGwOVFESxhMdGEN1wJS+ss1EpZBG5SBG6dSJ6TLUw41BgQJXfGyBA9I3TCgbMQRaJnROHbZrLcKHdS0rcbYx27qTIzJQSeOFcrKDdeCQfu3m+FYlEm8cYF7OXSrcjjg22ECwtNM3WgUIi/ZFRZVaBniPpJLQNN0R6urjvfnEShqDEoyrZbsT51aITCZnBlRJM1NJoanTh+Y1s6Id/YmiKGtAkHIqvFoyEiKy5yjLnfMw0WgacHtc1TGABj0CXz3LqDwDpuSYGHb9ftArXQeGJ/bfvMFGEtBQbTWEc0Q+AURsituKzet/04WmGpik7ECByygjYCQg1FntpTFaKMwI1s0YgJgLFrKRlrwFpD3uqNYsw71EJjM4y2XSkCr6xjt3xQUxRK2M98HVS1XUNHw+mn019JFMrLAbwawNuFEG91P/suAH9UCPGpAAyA9wH4M6feukQqHSPwqqowmMoupokl8hAH7gb5be9/FOmlCoBFowu1Zg7QOo/l5gp8kW/OceytA5RHirhvCz0CY45CuAPKOk8rnz0KxBSKVIO/2AAAKmmdSDwcTyQbBADUaJ1IKqNQakv9UKp8VKOFKUL6WRJvbV8aIVUfpX7bxjoOfMqpHdoQ49BbU1PUkEzJTgkCX+sQRkiOs3oaUJEzklMoPNV+6jGYmJs3lcuaLSTT+ISZcfD8JZWgtf/WUT+bNTqMPoyTZIRD4P5QKh2mg1OyVXSwEKoblUalR3chd3AKT3DO18KhRfHmauxRJQlZgEOj04GPfik5C9U0QI1V9m1C6BcPjtBhjJOTpMSA2mb5unaNpg4InIGTWg9QkKgki7ygMEKXK3DEx0tQQtfIuOZ8PFsa7xSBu/GsYWvZxxFB3KJW8c8A72cZhg3OJZE39LvbaJ7zNdJgglF91mfRWIvmRnDgJypwY8wvAhCFRz9x6q05Qaok9bt25hwSPi6lUH7g/3kH/nBiCgKOM0ucMbSBSJnpMWRutZwDr4NCaqYBA5aRE1OLBpUeoArRHF75D2uHGHNnIKVJU+hkV5MCDyZs4M8ZN8o48iq9SguWA18YXu97CwJPvgcgfGvqncWySBC4pVB8jfMkmQEAxn7tDtOciuCFndY6cODSOc4qF51QIUaMAYEThcIyRBGy7EpZhxXLeAyXLuRUxXqzce2O11BvrAL3BZAipUCozyrZUTTxhpM2smFQGq0Zs3VAmYWmcPDQnKvRRrikFIrngwvzTPWA1NhDj25dMXpm4ajCi/sHNoeBo3Pac4zOGtDgzh237ljIJ1E7PHDOrpEQB56ug8FFDBm93b/TwiXTJAocLonNo2S+/ngYq1PgnIaj/T70mywcFLD7oIFiEVT5fm4w2Zo2VdznO/Z2IFvgM55XjPO4LjlTmZiVtjeKk0iqc8FQCo+Zpkm5owMWYsLe7k70PUVhXCyG3G8gtrHp25yD5E4kSsOPELhsLQc5HafAg8LhnC0PL6t0XAuFan+Am5m8zkoV2l3pMaONPIWSXJVl/xycboHaCX32aF6NqPSIPkXglFxScBKR4huGPnNeATbCpWax72slvQK3SsM6znxWbMcVOE/fHjLLwFSdrb9RmAv6jh57xl/mc7XZHGWXVABWgbeY8O1f9MDWdzFZCkWleMk5xoZJOwd9E7KMEaJnTMEsp3kOCDxV4G10aPHU8Dbqc4kDJwV+aLNL2bOKrT9aIwNq3LFyfeVRKCbUtOF9pnILaYQLYP0sYsuhxaNQOiSXKiBEkqRRTnzsjBp8vZLlapk9H/u1W59xu0XVosOY+W/4ux0m1GnpXliLpjIjzi2SsTgFOVMK3A5OzMeNtJhYJiYhYdmERX7vSsQ8NAAtXBiXX4ghCkAwrjmY3oUoAOY4ixC4q3Mx9rmSJSXw6MUDPHH5IApftO+2/qSn6ASiUEKfQ3wwtiFwM8Q1HWAjNmqEcDwTOVs4SsnDG1US4xtFTbh+tZgYD8gRIzkxXR2LBMnaGPMQ1bNmHLh0prXdfGv36djRaNs1emc0dyjD1Q3ZbNauLeF3U+VIzSsGFsz2fu3CH9N2Oyfmyz9mz/37Uhy4VWajiBVOSqGMLMKKvi31WKyjQv4f7WLMp+TbhjJI3VyoCIG7BCMV+OCqsIYqY5Uht3aaKswFTySjw9YwOqsutIv6TE7MVIH7fIDCocWpCuvE3OZozFFycP4HJ/tiEXwdRBMNfV9cn5QgV/Z1hHZ1yBU4qtb25wZkYp4dBa4mW3OX106oHBpgGXqyWfgLCkgJq7G3CjHzWrs6F94Bym77YRmPQvVQEECSbgxYHlu4xJOmjhV4bUb0TmmUTuxWjHj3Rx7PnYFUKnQaIKEjBykpM4q44G2xv8dtbNW7cp3xIteiiTZ2fO1UA20EjCv4o4zwlwMAjANXvU88iRG4dVCVEDhtkL5foxVjzD/CKSsoQI0QRmEwIQ7cO86m3pcCrQtx9XBFo4YEgQvnODs8PIzGH7C36lCfMeWJT9TOo4116EXhoABe8Iw78fw7G6xkybQOqC+7VMF9uxYaQ7+BhNoa5lo6WCTzddRJiVzAKtL4oA7tWnQdlBGRQ6+Up9CKEZ2ILy+opLQ8NQM23SIgWR4xVBWiY0TVohLGUhVp4hOC8790GQT9uSNnYlHJTqwcLDuUZOXKR4fY951Cu8exR5s6VwGg7pyzenu8f+N+d67AOwAGN+JezDOkwO1C5Ce6TcF2dY/T+x/Zn60Cz821gFICl+fLeTrHGUU+pHG25PTwCjxB4FQrxde+3uKM6TBl3KdHMcOBb5evdCgFBkMIPOfAvcNpGssK3KWGl9Ls68puTj1ZB2kpNNINqDf560RRNo6fTL9NJv/Y99YMTTauPxz6fdfncGgFs31ktFEJgVsKpTdNxIFTuw6OjrLxauqKWXF9lvhEc7V/uM7QKACsFks8e68uprPzevUlmsPTIBvb5zxm3xU1K3yb50CUDgdfrZCuD+MIvJbOj2LDWHvToK65xZI4C9nvrf36CxQKR7K8aFSd3nkJlj3dH7i/p5YYWR3brSHvNE5AABXhKqFk6X1HNkSxNw1WizIgS2Pf7e9uLAIXJQTO2lVE4Cwf5ZTl7ChwMgV5RlklbVghC2niCEkwCqUxuQJXXpk5bzrjoiv3baNsPPWY8Jd0OOhpE5JtOAKvLAdJJv82r3WLuIwowDabU2baXV4AAJW0Ch06bKCo1rivYrdBkxTMt322jh6UULJTlMbFvvPoF4Bz4EPR5A/JDnlxJTL5x8FSETLZfP6A5IcWzYUMCkd7bp45qHz88MjiqUO7RWUzC4+cAufvtrVE7ygBqWIfix1b++2jteXAo1hswM6rCjHRJapMqgG1ySOCvNJYX7bNz2L2W4fAc38FORaNW9vpPBtpuWZa2zx+XTJHpJiGLPGJxzV3Cc3hD1N26cdyyXxDLJa7TvM2gOBncWs7VcK23PGQ3TrP/61fYykCr9uYQqm4rqAM0t7lbbDIGfCSCpsiNx/CCPO1zUspt0nSVNQHOpROUc6OAncTyhMSdjqLnvRYdjT6SmZqsAg8WSzGKzNKSAghiNxxJgoZjaQ0pyHwwRyBw0WSPPokLdQt4VCYomJAQI7AOXqyFEoVJRjx6BrJUF9dcBaaBIFzjjv0ubcoBTEtpFgUSpZUhZAyXMpW85cbDL0zy1ME7r7FEDjNRSVtmWCrKAuFnVjyCFlDXCHJxs7zep0j8NZZHZjcQZ3Ns/37en2EFmMUvmgb1yCuHZPPs9CD9d8kG9vfQLOx85zG7FMkiShYSx6Bq/5YrtlXDUzj10WI3sp9GUEhpfuGfDA8vHG1DAjclz2Y+ryIFkL4pzqyh1ZpHUg9htrwhX1z98IWTUv3c9V06LY4MVdtjQE1ptHWQhkQLmIGgg9AjWULkfw75UxMGi/LkacHdUgoPP2SsmdPgbOFutPVmUOFl58kXq913uH0xDZVrMxi1BfC9YTKvemBntm4BKMYgT/zrnPoBAs72uJNb2HDx+7a4QqJEDgpcMb788sPCgkJ9Gc9DmhMHvZGBae88ucJB1TnwqVvD2jQJCnpttNDFtJpv7WdQqENMo09OqmyufCLfrA8Na90aGOPG8tRFxA4jz0mBM6jeipXnOngaO3/TtI6OgHKlnxN+0TzvF6vLQfaLaPnqDvw8rvRxmeWQYlOoG8bd2ilSpgUuCwkAVUsfj292JrGpMHkC7FlUT9kuaYXc9iP27FBzjVXXIG7fcMVuGBzUaJ2OheD3jsFXuLApZmKfaZ5/uu//+Pxwru6bA017SKhUEKfd52uUGNvb1BCE1mPkbVeVOBdEkaYt2tV2efbEfjTmkJxUSYcgbtTlfPUy5aFGTqetMFkKZQCAq+hgclu7IHdPdlW0jnO7AZKN5fPAiWT38SJPKvlCnuNLnNmsvLlKVsxxZX3gDDhA1EoqQlLqG9wSUAcSdg+j8Om6IyxNVw0xt4qyioJERtN7dE9Hw+ARTK4PpeU3bZkh7ppoIyAGnssCuhpTDlwdvdp5aoVhkSdKtzFCYSNTNExJkaUdbtAJQzWR7bdPK7ZznPtlb/K5tlx9+sD/61IqtaVHig5hStoSEg9ZHVnaLwAQG9IgW9H4BMqgPWJuHjjkW7udLPOQjvP6UGuXO1sm+nbRIlktFZXIo8mqh0VIVikyGIZDjVZ2TtI9WQBRNou4stHRxulkWHK5U9IPUAlfaaxrc1kKZbk3XaxgBQmtDtC4BUGU9schUJhO1+LfDyCFCbLGbGJPDZLk7fFdkICssaqUmjFlJVb4E7205azo8BVHg616iq3+WwUyijqqN4uRSq0YsrKSwIMlfSBdyUkUrsIF6PKKem+cprbfH0BxWwtfiMETNV4c29I0L2nUAiBswXR1VbhiClkgPLYYcGcqyVPPSE1tbbtjooYydBnM1ENFh5ZQ0qWTP7EiVQn6cbcQep47L5fY1VA4HRIveN3PgQgdihXUvp5JsugSpyUtkG9S0mPOV1aB8PhJfu9AgIXyoZdpvPsE7rcwZIlj1SxD6ZUn6MyEyozZHSCR9Hu26my0y5mXxQKsVVtoMqagrParwPX5xShTy5TWEz5eJHC2UFeWc/ORQWhQikHfqjReOppgxo5798tXBr/eguFIm3BtFIOQ8QlT33GU1MCkm83+zZZ69pFG6XjSTfoVMP2eW55FEr2vMVSqqxsQdzupzOFQlyeiBH4iBrj0ONXf/thDGgiBU6FihpMNkmktPkAxrsG5NYwbrQqhGl5DtYpszGhUFC1aAyrUlelaHWBV33iXWhdFErcLjKt7SLnKLqtXNSEppjnOGSOFLKa+mKsLHGhpMAr9rypYiemrYJYoFBI4RQ48KgyX5UitxrDZoOlLHOMAPAjP29L6vC7T2sWheITnxKO2zZo9M5VTqFQavi0dgq8jQ8tUuBS55ytt7TcQZ07tzpPRfB+kChXYKlEoRAfTN/OQgGdv0KoHDHSDfTv+OBjRa7Z5ym4eU4tMbrwgRz0dYFC2RXOAR8dxCHdfRpyvxP5FNRYRuB0mG4Kh6ltl61bU+k8hyFShCpX4JRh6tvNnq/ayjvChc7rItF+rkZrsURXILoxiB30uc+hk64Q1tZ2P50pFO/EjOmESTbYPzzCex96Amu9BYHDnuhZGGGCrjgX6JWZQ2bphNPCE2NA7x2jMlDb7L/tJ3aDu1dwCDzJ0KN2bXInZlvLkAnnHFBcgQdnzGCz1ZLf6xV4TwicO/Sq4FOYcueWTiiUHPV1zpGT95miAGpMlkLJ5sL+W0JPXEn72HfP2cbt4nXfpR7c7UjheeM2NlEVMgkFHJ0yqwsUClEVNM+l6IStTkzYuPvGKfB0vKioFCnw1KKhcrMWgSeK0KHN9z78pKuSGP9eH+GyuVxst1fgRSemfXcXuSIM198NmFyEFS+/27moHj31rg554cBDUJT33XEubpdLgLPRHNucge7ATMAJZZj6drP1t9vVvl22sF1q0dh3q4kUeI6wa3McAu/c87FMs1G7T1nOjgIvZAYC8Je7tmLEaCosG8592n/bYXROzNzkB8LGts6vFIH3qPUQSpY6qRIEbhN5cgplVRUoFAChOM6UhSj6m+fJbGftpkw4SWnjJkXg5MTs0YkxSzemwk/UZx7X7B16LkloTKJQ/Pi5Pu+sEoeeq4VSQik0ntTnfC5su4ICDzRJHPlg+8wRI0VzwEVkpE5McpwZ1+46WUNU+rcuhOORs1QOeRIQ9TkOI8wd5ZTenSpwr/jcgWiSglRUWwaqz9pFB3XnaLoU9aX8epHa0dZxezKFkkehSBVun2kbrsBDZJitdlmOiaZvp4lR2tWrT2/ridpBSWzZoZW2O/zulbPW4cKC02/Tmmi2KvDGAbJtCLyFnmwIYtulCnyOA/edT50eNhTQRj6kFAqVf10WnDH2Y4kCNyH8zCtwNULqvA40RbvIIdAvURhh1UKqAd/w+c+1mX0yGerKZmram8yThUgUikNPJY6R85dVge8lxJgeeP7CB8dBcjohTpMenROTKUqvwO27aW2ZkAk3QkECrCJbLSVGU7lSoIU0aDcXeyI4lHnykr+kN62bjaDMMBy5d2O/ACFd4eYqRUhUObJBjhjpoN4rmOX+78SBiyrqMxBKnDYFREnUjtjCgUO2NltR5XQCVUxcih5SmIwiofWp3RpKwwjpkguh6QajnEL50y+92/49iVQaYROM1LCBMgIdq9LZ1hKju3KtRU7t0PiF8cwBWeX2RabA6VvjGjC6yEMDwK7Iufu2ljbGX9m6NOl4pAo8PVgIgXdihEmyde1zG1jQigmLRSFSCZgVOFA4sasOCzH4jMYlV+BtjdFU2IPd2NlioUtn3SLnFyI3lUBvGgi1gdBjxtXRxbfVSFl0dcGTbyy6StE3ANQLiGmDOzqDL/mU5ybPYm50uQphWm0t0ZsGUvVOmSUUiiuxS86YrP6LPxwuuX7Ei7w3DcS4gVD5NXE0XqQULuzuFtu9g01m8jeVQI8WHWwIYp6E4RSlmytOg1TSzcW08dROwymSusZgKmjXp1HECUZEmdRjOZJkFC0q1aM2U1ReFwCk+7d+DaVKg/7e7+fPYKmhBYaiQupcRAatoVSBm6pDh8G2K0XvdY3e1L5dGZ1FqJgolMxZ2KHRvQ+7jGrHuHk+L/NDq6nsGgHs+hzQYMGsNJsY1cBMGxfemEbHpOOZUDtVi84M5UsVpLRt6cu0ULqGSn2WLsU/BWRESS30FgReB1pJJVe5Ub8WsPdlLnhcPG/ndPoK/Erqgd8eQjWRU/RUr7B013QNiDnwppI4QocLwvGXKXpv3UCvnwQQx4E3lcQhFjDDE2hMzmtVS1u8qOrJy58sptYpt/XFHG0CQLsDDEdozIgmmXDTWmRrXLt2mQLvqgqHWKBSa3czfI0lDy+TAkdYoB3L3nRd74R2IVZmXS1xEQuI6QnAGAzYi+uUu3Zt9h/HCsCFc4kCd32+IA4wiQb8N9eVxCE6rOBuaknb1dh3zwu7gdKY/EMsIKcj3+eWKWg7zwvsHj0JiTyemtq1mC4DIr7zEgB6sUSjn0SNCUPq3Or2onZlBw+f51ShANDNDlboi7f51Av7bj2UI0V0G95NwwDrys5zGK8kU9i1S7j1aZLxHqslVmYDqdss8QltvEb4XC1bu/4AAJsnsz3XurnAcIjW5H2mb28bz1GusNzSZ/9+oV32Ga2hsr+il0tU0xOojcaYIvCFneeVyn1D8bcP873u2mXnasIyVeDP/HTgrzwOXkvptOTsIPDRnqqijQdnqldYocdS9FibLltMh1jgbthFjCY2bQwps8NHAAAbtB7ZNWwhLkWPZhHTBXVn/95tHrftqBKzqWXfbpIJBeyCGA6sOZg8N41798C2a7W7F16rbbsatUY1HWGDDhFzIwWO0GFnegIAILv426p2lsP6Mft/9pz6LMc15LTGBl1cV7tyES6XPwoAuHD+fLHPd+MSBpkoHClwZBbYFfbb2Vy4Mbhb2Llao/WWRef6LKfQ5yjKpLIKnsZrEOnms+26w1y0/34Rj0kvl2j1EZamx1TFyr3u4nal7T5pnk2zgx2xxhIDTB2/Kzp3sPS0huLfresVdkSPleih6vhZIy04obV9pBME7tZn4+Y5VYZTvYOF2aBW62is7UuuH4ePZn3e7WocuaO5OnoUa8R7rmskDs0CYjjEAj1U0ie0x49ns9zDyvXZJH227+/6/bptLl7xbBSfj9USrV6jM5t8PN3+vuDWiEz0DH37859pMl1A/bpvMWGJHlX6rpQ3RHkDZ0mBkynYxl5rU68ghcG9uIh9LCMnZltLrE2H+4VFsuiSd91Ay4OHMVQraEjviGwqgSPToZqOcA5HaHfiYuxN02BjGiw3Vpn1VTKptAkuP5T9Xv98/2EABlgk7aJ39x8CAOzs3Rlec+0SMOg2j2DfrKK6H7WUODILXBjtxhWLWMnS4dAePYwDs0DXBtTX1tL1+RD1uI/LZhVRKHXdYIMW1eHDWbvsB2y77xdPYiNjdE7W0D24ZG9LSefC9fk+2INn36z8Ybq3aHyfW9dnjhg7N880XkcymYuWvv0kDk2HpomV3SgX6PQauzjCUMftrusaR6bz7Urnir6Nyw/lz9zze3DJ8tTpOnBzsTtYRdnXe9m71G7VxM+ks7RobV8ysdKQ7nDo1h/FoekgE2pI10sssUE3HeAQK19rx33crs/LH7F/Z+3uaomNcAlyhw9j36yw4HvOzXN99AgqYTDWZSvtk/YcAk/W52d+/LN9n3W7Zd9cfihrl38GYLVxh2nS56laoXXzPCXjWVUVDk2He4wDPssLxW/fpR6HKM7zLj5ud4Na6PI6uEFydhS4473EIl3kdhPcL57APla491wck3qIBe4jBZ4MrHCLqTp4GEPlzNkEgS/UIXaxxmIvUeC1/faqt5tPNenGdgt3f9vG3vEKJ12IhMwapyj3zgdFWVcSa2fCLteP4DKWkcOO6IY7tFXgMvnd2imNxfoR7GPlb7sHgvlbjweoxwPsYxlxo01tlUZ3ZA+tnfOpArftvk88mR1oTUUKp6wI6WAhhXSApUeFe4vam+3U5yhM0M2zPLDjuc4U+K77tl0jUbw+gKFaYeE29pgo0dZRP9tAQDTPhYNadDuhz9m7tp3nxkfdv03WdhPaXVJmGyxwn/v2JR2jzcrRM6uNneeo6BgAVe9gZdZo1SEORQlRsvXJ5koIAVVbZdauP+pAE1tDzlpq13aNpIqS+rzr9g2SPreOmrxfPAFdAj5b2mWfHT8XullhoY8sj522C8ARFv6gzpT0Cd9GuwO5ZT/fSDkzClytL+HALLBoE6cHKSQx4t6778GXvvh+/6xxi8l7vLv4tG9XdqCl2niF03AO3HSoMdn03ESBEyVQu6uf6lWZTkB/eeuEgy5kSA+WegFlBCrd49B0uGMvMfkdXVPp3iJwRidQu3aMpZzkMm4XKfBab7BvlpEyoz5LM0HAWKRb5Vxzpa0/Yu9CqsDtt/fEGn2VI/BDs8CCUpGTManaBSYjsRQDDk0Hhcr/7r2FRcG8z1m7zALSheOtU4XUhjWyb1b+ejqSsVqixoRKmEzhWKtkgaVwDqjFMfNcOKhlt+v7LJK5QN1BQaIxAzbo/OUSXrrQ7lTRAZb6OefW9kWdUD9LB0j0xq6RxOlmmhVaoSChcbRNgdP6TPYNWQ7NdOgQOKNQaotkK8qcTg+eqrURHNO6iJK9v2JLn9HuBCdm2i6ai2lTnAvd7KCGQi00dJt/e40wz/XqQvnbW+bZjpfTMzMCz0UfXcRlxIsFsDwhyed98gsjpNFUAoeGLexk8+3shb9v6j1UUnhTkpxEJOmEEuojaXfi537CC7/XPt/d+pzQPQBcxg7u2IkX+SAD2rqMeHNKx4H7diftMg1/dydS4MQ1R8+r2Dzm47l7rqzAAWCTUhHJeKZ9buvKt/sy7HcIge+0NY4Eb1dModjxCn1ey9RsD+3aF/kampi1MCUb244JU6xbUHTxGYCKWYzpYQohsBZL164d7HQJT8rWiEnfBdCzMXlcxQi8Zspvn1kz/ntNaPdharEkvzuzltizy1ihS2hLPs8qVZRC+ANgK7Dxv/fCCe3aosBLz5LnJXS/ZuOZWq4nfrs54fkNkrOjwDeXMr4NsGaRl2TQiY/b9nxvL/x9I3cipdAmCjp9l6I9AGt6nd9JnTXbN4B9zjd+POG1DJtg3yyx08Ybe5Chz5YDjzfnRmw/ePjGTRF4W8d93jcJheIQOgAcofM3HoUPhD4PCQKvZaxkcwUe9xmA58ClFN5yKPW5TQ6H9PDgm6tPlTuAiTkXMwRehXYNcpk7o06YZ4o0AYDqGCW8b1ZxQTMAgq0RmaJNWAROkiLKZhl+777JKRTDvr0VgQNFlMzblSPweA0VeWx6/4R9UULJsSK9usOU/AIAYArjSftmbdrsxqhonk86eArfvlFyZhS42VzGPlboEvTEFVLGJYsEgSfPz++ufEzrWu5myuromHcBeC5636xwYVUOl9r27nELsWaWw36CcAAbeUOyn6BRIEYSTeKMkXXj+2w58O193scqysRsKokD93wrb+pkSLhk63zdPp7W9A59BhAXrGIbaB+rKLyxSSyDTYooqxqji0zpU+UOyweTpApcyjAXqYMTwInzXDMEnpnlCEr4sllilaxtyZS/TCk6ABsRFPj//oc/O25W22LD5jmlUARTZpvUAQ+EfpUUIevTZayiutpEOZFs5bG3fJsrSrE8SVEmz2UF0GFcOBwq1ueSI3IDZw2hFDV2zMFxJc9vkJwZBY7NZeyb2GECsIgNoDhwa4f6tGyBpAbG+WXjEfpaxryqNfm3I0YA6J1SuGSWuLBK0ejx7TpuIdZS+nbvm1VcYwXAJDlKztFV7zb2YCq0SchcxZDwvlllCJz3OY32aGrh25UpSSAKoxubchSKl9RaYr9730VURAWruhj11UkcOLVrQp3VBQFC+GSp3brmSDafK0LgY8HxhRPWH0erGc0GYHQK/JJeRjfEAEDFlFldQu/uXS1q3Htn7KPh1tRls0SyRKJw3MzpC4R+FRVhePcAqyjU9ETKCTgegbPxvO+ee7e/K+s8jBAI+650mDKrRBYOh43bVwdFBc5+VkLYJwG2GyRnRoGL3iLwlL80J5g25DEvmWOLpgo0iNyJIxtkQqEUvr2R4cS+I0Xgx1gGAE5G4ITusTwBgS8zBN7LgGTbZLw43bCP2KFXy5iKSKNQOK2UOinTPqXhYxkH3pUUeOgztYek4go84XS5slrLHVTJgQeEdZCFGCKmE3TBcUYKaToRgR+/sdNQVMBGwAB2LpYJVVYxhdPuXsjflXSw7GaZgS071EpRKDJC4KV+uZ8V1i6nZ3q5E4UgpggcadQYcAICv8Lx7PbybEj+vHA4UIQLUHAoI/iWDkRBgTczAr8ukcPlIgcuooHLJ4WcSCVUBgBG2M1+KHai0qlSishJVJoUMmEthbKlctqWdkUTniYVVNJHXewnsdgAoJrjOXDiyMckzZ6+rYz93uWE4xZCRA7SQ7ET11mRwrcrRdgAIq40pSIaGdMcKXqiGHTqk/197HBhiGnfrLbSXaOILzT2fXNtOypsTs0oFFNC4K5dWUgcEPPDJ2zs5So/PAZGoex0CYXClOwqjbln72blS+Hq2hj7vVIUSrWIlfDWdhf6tFowuipR/qnvSLZX9+0r9h0Vsl6jnxeUf7didFYa543AgR+WEDj3fZx08JQS926QnA0FbgyqoYzAT3IufNxzbFihkDkqA4BGaAB2Y9eJouROoiICJwWOJe7c2bKgtrwbtTvZXKs2RGQcip1iDC/JZZQUuDOtC9NbVxKV6/NB4d2xCosv5UZ5dEzKcadS4pIjBJ70mZvelwscOEd9l7GKKAGK1QZsn9M+AUAFBQA4LDgxwdC9KSJw2+40QiX/zvHzvEqjTBCcnPtYZfQg73NXROBurkS+toUQNqnEfTsdEx4dsynN5TEomUfLZIlPDPkDQFMX9l2zneY42Xfkfl+hzwAA7ap/FpT/Yico9SzsF2HtH5YQePShE9pdsgxukJwJBf7+N7wOUo94p35utsij1Przz0Yqn/M8F7N6zwuK377P2ISCD7QviCuywcYHeynwbc+CTel9l34unnG+wMeR3PuJ+c+2IQhYBf5S+W4AwG/LB7LnF4cwBh8xd2Xoailt3PEHxf1IpakEni1sks9vifzbvCSAkrll8Gxhx+vRZXk8fRv3Xpj9LKt7zqSrJT5T/iYA4EFti3txCmXJlNkj4u7IbG9q4S+ReLh6ZlToyn//wN7084H6Y/JfzsxjUUCMz5Z2vA7Pf+zW9gMA7ntR/jNmiaVRJgDwcb29wOJB/TysEgqlYQeLuJAUPAPQuZjlzd7zis15jpurB/VzMxBQs3Rwnaa7A8ClD9r/F9buuUVA/B9qH8ie87T91HoEAHzwjfb/939y/ozvswvPyZ9TbPqdz8+fAcCT77P/v++TskfL3aC0OZ1Ccp+2+/m9sjyeXu4tzPMWC/9Gy5lQ4I+8+T/gQ+Zu/IT+rIxCaZsa79P34V+YL4sdDU7E815u//Alf7347Z/d+wP4kHw23t28KNv4B/ICDk2H//uOP188VX+h/TwAwI+qV+BZFwoK/AVfBHzcq4A7CgvibqcM/siPZo+WbYV/PP1eHJgFXl+/PHv++NGE39H34TXTq7ARi2xzPtjaxfsD9Z/M3m0riX82vRIfks/C2+QnZM8Pqgvo5RL/9VnfnKGntpL4L8pGO7z1vj+Y9wnAu/c+Cz+rPg3rnfww/W39TPuHr3xtsV3/ZPpyHJgF/qt+GYBYge8uW7zP3I9fue8r44MV9mD5VW378iN7f7qIwNVL/wweaZ+D/+Wrvip/trwLB2aB7xlfnVlhAPATrs8ffmH+LgDghV8MfNyXAnc8kD+7y87z1w3fUlRm4uXfiCN0+C/6ZZkTs20qvFffj382vTJGeE7es7AK8D2f/l3FZv2o+DJ8SD4Tv2I+IadQdu/FgVnge8dXoyop2Rf/T/b/n/m12aN79jq8Xn0Kfrl+CZ5sn5U9/3Bl5/7PDN8SVzkk+ZxvsIfmiwtrSAjgzhcAn/Vni33Gcz/H/v9L/0b+DAA+68/Z95/3Odmj1fl7fJ8XbQ4mfnn5uwEA/7F+VfnbH/slwMe+ErizAAJoP3/lvyy/e4PkTFQj/G8v+C687sNvxoQ6S3ZoKoEvGL4fy6bGV5defs5nAt99catZ8+/u/Ub8zqMHeLZGhsBVvcCLj34YX3zH/Xh14d03LD4fDzz5KbhrpyuiK7z6dYAx5U6de+bWdq3aGq9RX47XqC/Ds5b5yf7k0YAvVN8PQBT53vd2L8IDm9fiOXfmB1pTSXzP9DX4kXNL1Edj9tw0S/yl5/8EFm2N5tFHsnd/Un8WHti8Fn92kXOyAPB/v+Dv4F/+8vvxVwso+BHcgQc2r8X7PvH3Zs+6Rvo+A6EKIcneosEX9H8HX3X/81A//JHo3baSeKt5If7tl78dv/2rH8RuYUyqL/s+3Puqv4V7C+NdtUt8Uv8aAAKfXVD+Pw3b5x/euavYZ/zxf3fMPD8DD2xeC0DE9UZIPvvr8eW/+CJMm6NsDTWVxCuGvwNAID+Kgfcv7Ty/5nzBwgPwA83X4h9XAjhaZ+Xou+XK9/mlhbnCi75i6/q8Z6/D14x/CUtIvOiufN1fbu7C727+Pd6/WeNPFeYCn/31wMvKoAgA8A1v3v7s2Z9x7H7Gq/6mVe6F5+fP7fk+/+km7/Nb9z4fDzz8Wjy34KsAAPyxf7t9nvfuP75dN0jOBALfWzZ4BNaDz803gEw0Ab1tYIFjB7WpJUZtMGqToa/GfTtNvebvAgLPLKHvK/jd254Fmqj8u0dlQEpOFr5BY1JCfISIjkZdREdtLTFog0Hp+JotgB0WInL4crFITxzT7fKDUJMlKG+u8PYWNQCBi0dDdtBSP0YNTMpkUTnhV5d/3rl55N+KX7N9KqLJE77tHh7zDLiwxX/SsnaVxBYxE249lN/fTJYHT9dJV1f+2+l4hmaXf37Prgu9HXVmEdtvSxz01ufQbNk717Ivrve5zdWwzxYFbt6uG1G04K7od99k5Q1cgQIXQjxHCPF6IcSDQoh3CCG+KXn+bUIII4S4+0Y1cochk8zMdAvkOP19nLSVRD9pTEqjSSaOFGBXcsQA/t8X6ZPrkEoGxZ0WXkqlpKyoomKp3a17th5UceM2lcQwGYzKZL87TeopCdE5+irnI/1dqclvFTjwxOGQ9ZkOllFpTNpE1RmvRHhyWGlM6CfHKvBj5L9/+xfgx77uZVufv9LV77krUeRbDyIn3/bKj8Mn3L+Hz3lh2TJoa4nNaBVpqpR4aOqxCqsgd++FdpYUYVdL7PfWmVjkwG8DyYIhEOb3asfjVsqVjO4E4FuNMZ8I4GUAvl4I8SLAKncAXwzgAzeuibHXOzVDadCPReDHSFsLu/GVyTYv/T2Nw05/9x3HRaBco9BBlWaeAohCFlP+m7erpPw9Ah+mDGHTO4NyB1pVPtCA7ciKFK++Sg3+vLuO9/yT5fXk4ZhtMOrnuKXdJ0lUMrcwJoRer1WBP++uHXzW87fQLwD+zOc/H7/w7V+Ij70vdqwVKRcmn3D/OfzUN39+ZpWStJXEZiwj8F22p662X3ftdD4KqKQIl22FwSH/ax2zGyXf8aUfDylQtGyprScdnLeTnDi6xpiHjDFvcX/eB/AgAPJc/F0A3wHgGvHvlQmhr5JctwKvrMIaVE4pNB6BH0ehxBbCaQlFJJR+90990+f7PxcR+DHtrv14oajoukpimBTGY8YD2I6s6EBRW+bj+feU+cX7zsWREOl8egR+NBSoHfv3QWkoba4aQfEDuojA3Y9uFJoUQuC5Ww6wP/nyB/Ajf/Izr+m7dBgDOapcNpX/2dUqrEoK3LnjLlUugJvoWsOrPExvtPz5L3gh3vs3vnwL8Ml9L7e7XJUTUwjxAIBPA/BGIcTvB/BhY8zbjkMKQoivA/B1APDc5+ahUFciWZU2JoS+rtZkJ2kqiXHSmPRxCrysoGnhp7TOaQg5tEpK+P7zC3zys87j7R++VFxspGhK7eIbahsHfjRMGOrcJxCVcN1yqBHSU4UJeef3vvLYzXHnTosnDm1oXK7ALcp8dL/P0LrnwCeDSZurRn0xAj+GQqlv/sb+7t/34mt+l1tgWS0UIbDb1bi0Hq8JJd+92+Kxg34LAr92dH8r5alKoQAAhBC7AH4cwDfD0ir/K4C/etJ7xpgfMsa8xBjzknvuueeaGrl7nAK/zgUSKIPc+cWv9CoJKalSgsb1iqdQtvHvx6AFelaKjImUVWHslm2Fo0FhnHTmqIxLy25xYrp/UqJQVm29tT8A8HPf+rvxJz7nAQC5ScetsPc/fpT8ThuNsx4VJqWvAYHH96imQgDlduVztwlftyW3AI1pmgF6JXJuaQ/UNC8DQFSU6yQfzu0k9VNVgQshGljl/VpjzOsAvADAxwB4mxDifQCeDeAtQhQyR05BjlPg14uKmkpiVKZIoRiHAksoA7CcK3CDEHhDHHh5imixlThb6seyycctTkHPx27HKfDjLJL0z1wI6U3XYBJdWLV40TNsllvKwBxHo9G7F48Gh8CvgwM/hkI5S2gSiPtVUkq0r+7dKyTynCDnnQIvRaHw/XCWxoxAyVOKAxcWfrwGwIPGmO8HAGPM240x9xpjHjDGPADgQwA+3Rjz8I1o5LEUyikgcADY30yZsvxdz74AwMZdl2Ry4VslFHK9sjqGQgFCv0vIiuiNZbtduQPlhbrqakuhqJyK4IpxG7IKUSjXxmltO5DTmuip3LFq8J5HDvDIfn99HHhhQOlrZwlNAnF7S+GmBEDu3r16Jzz5fUpRKIv29uXAj5OnKgJ/OYBXA3iFEOKt7r8vu8HtimT3CpyY1yqkCJ88HDKk/22v/Hi88sX34ff9rmcW3yUH0XEHzLVKcGJu4d89Wijw2B6BH8+BlyiUnbbCYwcD3vbBixmNcTUIvMSBX4lsi6iQUuCPv2y7D+WOVYs3vd/eW1kak+OkPcEqkdfo7LvVwueopMB7FylyzzUgcFqXJet0dQIldbvKU5IDN8b8ojFGGGN+lzHmU91/P5H8mweMMY/dqEYS+nrpx9yZPbteVEQbdtImU8S7XY1/8uqX4JOfXb5hgxBMMQvzOuU4JyYQlFRprZGiKSlwIUL2ZklZ8Xocv/Cbj0bPuuT28ZK86pOfAQD4fZ9SPvROkucWskdJ/o8/UKid4YSX871aRbs4ISY6dQCeFYmcmIV+UYjhPXtXX8eD1kKJcjrrFErpsLtd5Uyk0ldS4L9+4+cWN/f1UyhhsR3HtZfEc+A3gEK522W7XdxC31BCTgltUghfWl+apJYSo1LFd7lD6/cnSpij420b84X37uJ9f/PLi8+uRErp/1z+x19+RdFByu8NLVkWx0lbHa9w/uXXfhb+3Zs/dHzFydtQjotCAYDeJflciwKnfUd7gAunUM4SmqV1c1L8/e0kZ+Z4fPEzz/tQMi5bU3WvUDgKvdp4buLAbwSF8sc+y9IFFG+bSs3ui0yF6Iut8etXgMDbWuLvfeWnRs8WNyG6YJvDmORZF5YnKvmrPdNjDjwfk098xjn8ld/7ojO1sYEY3JRYJYq+uRYOnMaMEna43AhAczPE55Rca0zyLZAzgcCPk+t1knBFdLWKeLiBFMpz7lzh9d/2Bbj/XJmfPC5rjCJAto0N9fk4BL5qq+LhEH7/7aXMiA4AgPWQK5XjhFteV4veb2c5iUJ57dd+Fn72wY9eteUJBA68LynwExzOt6uQJfLI/uYWt+TK5WyONJPrplDY+9dKodyIKBQA+Ji7t1RFw/Fx4MpZBtuUkVf+BSVMoYcn8b43ktv82b/4+Rimq0NB/BA96PMqi8fJTpRWfnsdTNcjURhhYT4//v49fPz9J1xSsUU+/bl3AAA++Vm5f+hGAJqbIR/vShn89qOHt7glVy5nXoFfr1l7PQhceaR781EbKd/SAUYIfBv/SO0ttZsQ+Enc5Y0MqXvhvVevVP7SKz8Bv/aBi3jwocvY30zX/LuvNoLldpb0urzTlM/92Lvxy9/5Rbj/fG4h3ihAc6PlhffaS0OuNYLqVshTYrX+uS94wbHV3o4TvsivVoH/yJ98Kb76s593TRzi9Qq1+9wyb7PS1jLYFo1xJRz4SQr8dosuOL9q8JdfZS91uBYF/pUvsbe/nLVQwePkJArleqWkvIEQhXJS8tXtJmQ5fP7HXVvG+K2QszXCW+QvfWl+s8yVSnMdFMonPes8PqlgQt4MCQo8d+wSAj+ZQrk9Efi1Cs0flTK9Gvkbf/CT8d2//0XH8v5nTU6KQrlRQuvvpQ/kYb+3u7zrr33pmTrEnxIK/HokplDOjulH6LmU+ELRMdsRuKNQCs+JQjgZgd9+i/wFrtLhH/6M/Dq3k0RKcWadb9ukPaEWyo2Sl37Mnfjqz34evvGLTrhD9DaUk6Kgbjd5aq3Ya5DrcWLeSqFkgxIC/4tf8nH40MUjfO7Hlu/YIOVbQuBUa/yLP/G+4rtdbS/AuB0LO11YtdcVg/5UE15w7GbGYy+aCt/7FfmlwrOcvpwdjXWDhKOUs6TA14NNwijFrn/cfXv4L9/weVvfPS4K5e7dDm/4zlf4a7NS+cwH7sQvvuexp1S43VNV+Nou1SyZ5ezL2dFYN0hOqg1yu8qRy6K7lkqItLGbLXb1M85vvyLuH/3xT8e7H94/U4fd01V4hulTidufJcjZ0Vg3SIj3/P9cA296K4UQ+LZ0+eOEuPGtl9keI3uLBi85g86pp6Pcjn6KWU5XnvYw6v7zC/ynv/ByX4f6rMjRYCMtrgWBU+Gn2y0UcJbTldsxUmiW05WnvQIHQt3vsyRHHoFfvQK/+xqKF81y9oQU+MyePHVlPqLPqHzVS22xq0965tXHod/lquo9flCudDjLU0OOqws/y1NDZgR+RuVVn/yMaw6Zo1K1jx/2p9mkWW4zaf3NTLMCf6rKjMCfhkIUyvXUDJnl9hdS4MddJD3L2ZYZgT8N5XNecBde/bLn4U9/3vNvdVNmuQkyI/CnrswK/GkoTSXx1/7AnCn3VBcqqXDn6mzdJDTLlcuswGeZ5SkqL3rGOXzDK16IP/ZZz7vVTZnlBsmswGeZ5SkqUgp865d8/K1uxiw3UGYn5iyzzDLLGZVZgc8yyyyznFGZFfgss8wyyxmVWYHPMssss5xRmRX4LLPMMssZlVmBzzLLLLOcUZkV+CyzzDLLGZVZgc8yyyyznFERxpib98uEeBTA+2/aL7wyuRvAY7e6EVvkdm3b3K6rk7ldVydzu3J5njHmnvSHN1WB344ihHiTMeYlt7odJbld2za36+pkbtfVydyuK5eZQplllllmOaMyK/BZZpllljMqswIHfuhWN+AYuV3bNrfr6mRu19XJ3K4rlKc9Bz7LLLPMclZlRuCzzDLLLGdUZgU+yyyzzHJG5SmpwIUQPyyEeEQI8RvsZ58ihHiDEOLtQoj/LIQ4537eCCH+ufv5g0KI72Tv/LwQ4t1CiLe6/+69ie1qhRD/zP38bUKIL2DvfIb7+XuEED8ghBC3SbtOe7yeI4R4vZuXdwghvsn9/E4hxM8IIX7L/f8O9s53unF5txDileznpzZmp9yuUxuzq22XEOIu9+8PhBA/mHzrlo3XCe26leP1xUKIN7txebMQ4hXsW6e6J69YjDFPuf8AfD6ATwfwG+xnvwrgd7s//ykAf839+asA/Gv35xWA9wF4wP395wG85Ba16+sB/DP353sBvBmAdH//FQCfDUAA+EkAr7pN2nXa4/UMAJ/u/rwH4DcBvAjA9wH4y+7nfxnA33J/fhGAtwHoAHwMgN8GUJ32mJ1yu05tzK6hXTsAPhfAnwXwg8m3buV4HdeuWzlenwbgme7PnwTgwzdivK7mv6ckAjfG/AKAJ5IffzyAX3B//hkAf4j+OYAdIUQNYAlgAHD5NmjXiwD8N/feIwAuAniJEOIZAM4ZY95g7Mr5FwD+wK1u1/X8/mPa9ZAx5i3uz/sAHgTwLABfAeCfu3/2zxH6/xWwh3FvjPkdAO8B8NLTHrPTate1/v7Tapcx5tAY84sANvw7t3q8trXrtOUa2vVrxpiPuJ+/A8BCCNHdiD15pfKUVOBb5DcA/H735z8M4Dnuz/8OwCGAhwB8AMDfNsZwZfbPnKn2V26QWbStXW8D8BVCiFoI8TEAPsM9exaAD7H3P+R+dqvbRXJDxksI8QAsAnojgPuMMQ8BdhPCWgKAHYcPstdobG7YmF1nu0hOfcyusF3b5FaP10lyO4zXHwLwa8aYHjdvT2bydFLgfwrA1wsh3gxrLg3u5y8FoAA8E9a8/VYhxPPdsz9mjPlkAJ/n/nv1TWzXD8MuhDcB+HsAfgnABGuipXIjYkGvtl3ADRovIcQugB8H8M3GmOOso21jc0PG7BTaBdyAMbuKdm39ROFnN3O8jpNbPl5CiBcD+FsA/gz9qPDPbkp89tNGgRtj3mWM+RJjzGcA+FewPCRgOfCfMsaMjhL4H3CUgDHmw+7/+wB+FDfG7C22yxgzGWO+xRjzqcaYrwBwAcBvwSrPZ7NPPBvAR3DKcg3tuiHjJYRoYDfXa40xr3M//qgzW8ncf8T9/EOIrQEam1Mfs1Nq16mP2VW2a5vc6vHaKrd6vIQQzwbw7wF8tTGGdMhN2ZMledoocPJWCyEkgP8NwD92jz4A4BXCyg6AlwF4l6MI7nbvNAB+LyytcFPaJYRYufZACPHFACZjzDudSbcvhHiZMx+/GsB/vNXtuhHj5fr3GgAPGmO+nz36TwC+xv35axD6/58A/BHHS34MgI8F8CunPWan1a7THrNraFdRboPx2vadWzpeQogLAP4rgO80xvwP+sc3a08W5bS8obfTf7CI8SEAI+zp+L8A+CZYL/NvAvibCFmouwD+LaxT4p0Avt0ET/ibAfy6e/b34SIHblK7HgDwbljHys/ClpOk77wEduH+NoAfpHduZbtu0Hh9Lqwp+usA3ur++zIAd8E6Un/L/f9O9s7/6sbl3WCRAKc5ZqfVrtMes2ts1/tgHdgHbu5fdJuMV9auWz1esEDmkP3btwK490bsySv9b06ln2WWWWY5o/K0oVBmmWWWWZ5qMivwWWaZZZYzKrMCn2WWWWY5ozIr8FlmmWWWMyqzAp9llllmOaMyK/BZZpllljMqswKfZZZZZjmj8v8HmQbr9VF2BBsAAAAASUVORK5CYII=\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"J = np.argwhere((lat > 0.0) & (lat < 1.0))\n",
"I = np.argwhere((lon > 260.0) & (lon < 261))\n",
"sst_GA = file.variables['sst'][2:-1,int(J),int(I)]\n",
"df2 = pd.DataFrame(sst_GA,date)\n",
"df2.columns = ['SST']\n",
"mean_season = df2.groupby(df2.index.month).mean()\n",
"step1 = mean_season.squeeze()\n",
"step2 = np.tile(step1, len(df2)//len(mean_season))\n",
"print(len(df2)-len(step2))\n",
"step3 = np.append(step2,[mean_season.iloc[0],mean_season.iloc[1]])\n",
"df2['mmean'] = step3[1:-1]\n",
"\n",
"fig = plt.figure(figsize=(12,12))\n",
"plt.plot(date,df2['SST']-df2['mmean'])\n",
"plt.grid()\n",
"plt.xlabel('Date')\n",
"plt.ylabel('degC')\n",
"plt.title('SST Seasonal Anomalies near Galapagos')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 3. Satellite winds: Ekman currents\n",
"\n",
"Satellites can measure winds using a scatterometer, and this essentially measures the surface roughness, and from that winds can be derived. Actually, this returns the _stress_ applied by the wind. Wind stress is important as it drives ocean circulation.\n",
"\n",
"The direct response of the ocean to winds is via [Ekman](https://en.wikipedia.org/wiki/Vagn_Walfrid_Ekman) currents. The stress applied by the wind \"pushes\" the upper ocean, and Coriolis deflects the flow to the right in the Northern Hemisphere and to the left in the Southern Hemisphere.\n",
"\n",
"In this notebook we will compute Ekman currents from surface winds. Note that there are direct satellite measurements of stress, but as an exercise we'll start with speed.\n",
"\n",
"We will use a blended NOAA/NCDC product from \n",
"https://www.ncei.noaa.gov/thredds/blended-global/oceanWinds.html\n",
"\n",
"__Background__\n",
"NOAA/NCDC Blended 6-hourly 0.25-degree Sea Surface Winds. The data are created from multiple satellite observations: DMSP SSMI F08, F10, F11, F13, F14, F15; TMI; QuikSCAT; AMSR-E; Direction from NCEP Reanalysis-2\n",
"\n",
"There is global ocean coverage with a 0.25-degree resolution. The whole datasets covers from July 1987 to present, 6-hourly resolution in this dataset; daily and monthly are also available in other directories. Include (u,v) means and scalar mean speed w for comparison.\n",
"\n",
"Keywords: sea winds, ocean winds, sea surface winds, air-sea interaction, air-sea flux, wind-driven circulation, Ekman pumping, Ekman transport, ocean upwelling, wind stress, windstress\n",
"\n",
"Reference links at http://www.ncdc.noaa.gov/oa/rsad/blendedseawinds.html\n",
"\n",
"Simple spatiotemporally weighted Interpolation (SI), V.1.2. Version 1.2 uses updated satellite retrievals by Remote Sensing System, released in September 2006: SSMI V06, TMI V04, QSCAT V03a. AMSRE V05 was also updated using the new SSMI rain rate\n",
"institution: NOAA NESDIS National Climatic Data Center\n",
"Contact: Huai-Min.Zhang AT noaa.gov or satorder AT noaa.gov; ph:1+828-271-4090\n",
"Acknowledgment: The gridded data were generated from the multiple satellite observations of DOD, NOAA and NASA (and future others) and wind retrievals of the Remote Sensing Systems, Inc. (http://www.remss.com), using scientific methods such as objective analysis (OA). The OA is only truly objective when the needed statistics are completely known, which may not be always the case.\n",
"\n",
"Data_Calendar_Date: 2011-09-29"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# load array utils\n",
"import numpy as np\n",
"\n",
"# load in plotting rountines\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib import cm\n",
"\n",
"# add mapping routines\n",
"import cartopy.crs as ccrs\n",
"import cartopy.feature as cf\n",
"import matplotlib.ticker as mticker\n",
"from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n",
"\n",
"# import netcdf for working with OPeNDAP files\n",
"# (can also use xarray)\n",
"import netCDF4 as nc\n",
"\n",
"# import pandas for data handling and dates\n",
"import pandas as pd\n",
"\n",
"# import datetime for date handling\n",
"import datetime as dt"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# here we use the monthly file since it has a little better coverage and it easier to load\n",
"url = 'https://www.ncei.noaa.gov/thredds/dodsC/uv/monthly_agg/Aggregation_of_Monthly_Ocean_Wind_best.ncd'\n",
"dataset = nc.Dataset(url)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"# Like before, let's read data from a specific time, e.g.,\n",
"# if timestep = 0, read the first time; timestep = -1,\n",
"# read the last time\n",
"timestep = -1\n",
"\n",
"# Extract the lat/lon/time arrays\n",
"lat = dataset.variables['lat'][:]\n",
"lon = dataset.variables['lon'][:]\n",
"time = dataset.variables['time'][:]\n",
"\n",
"# Extract the zonal (u) and meridional (v) components of\n",
"# wind speed. Note here that the data have an extra dimension, \n",
"# altitude, so we need to take that into account\n",
"uwind = dataset.variables['u'][timestep][0][:][:]\n",
"vwind = dataset.variables['v'][timestep][0][:][:]"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# make a quick plot of wind speed\n",
"plt.figure(figsize=(12,8))\n",
"#plt.contourf(lon,lat,np.sqrt(uwind*uwind+vwind*vwind), cmap = cm.jet)\n",
"#plt.colorbar();\n",
"\n",
"#plt.contourf(lon,lat,np.sqrt(uwind*uwind+vwind*vwind), \n",
"# vmin = 0.0, vmax = 10.0, cmap = cm.jet)\n",
"#plt.colorbar();\n",
"\n",
"levels = np.linspace(0.0, 10.0, 100)\n",
"CS = plt.contourf(lon,lat,np.sqrt(uwind*uwind+vwind*vwind),\n",
" levels = levels, cmap=cm.coolwarm, extend='max')\n",
"plt.colorbar(CS);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 3A. Compute Ekman flow\n",
"\n",
"The first step in calculating the Ekman currents is obtaining wind stress from the wind velocity. Note that like veclocity, wind stress is a vector, and it is usually expressed with $\\tau_{x}$ and $\\tau_{y}$.\n",
"\n",
"Wind stress can be parameterized as a function of a drag coefficient ($C_D$), wind speed ($w_{spd}$) and 10-meter wind velocity ($(u_{10},v_{10}$):\n",
"\n",
"$\\tau_{x} = \\rho \\: C_D \\: u_{10} \\: w_{spd}$\n",
"\n",
"$\\tau_{y} = \\rho \\: C_D \\: v_{10} \\: w_{spd}$\n",
"\n",
"Where $\\rho$ is the density of air (1.3 kg m-3), $(u_{10},v_{10})$ is the 10-meter wind velocity components, $w_{spd}$ is the wind speed at 10 m above sea level, and $C_D$ is the drag coefficient, given by [Yelland and Taylor, 1996](https://journals.ametsoc.org/view/journals/phoc/26/4/1520-0485_1996_026_0541_wsmfto_2_0_co_2.xml)\n",
"\n",
"$1000 C_D = \\left\\{\n",
"\\begin{array}{c l} \n",
" 0.29 + \\frac{3.1}{U_{10}} + \\frac{7.7}{U_{10}^2} & 3 \\le w_{spd} \\le 6 \\\\\n",
" 0.60 + 0.070 U_{10} & 6 \\le w_{spd} \\le 26\n",
"\\end{array}\\right.$"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"# Compute the drag coefficient\n",
"\n",
"# 1. compute wind speed from individual components\n",
"wspd = np.sqrt(uwind*uwind+vwind*vwind)\n",
"\n",
"# 2. create an \"empty\" matrix the same size/shape as\n",
"# wind speed\n",
"CD = np.ma.masked_all(wspd.shape, wspd.dtype)\n",
"\n",
"# 3. fill the new matrix (CD) with values based on\n",
"# different conditions\n",
"cond0 = (wspd < 3)\n",
"cond1 = (3 <= wspd) & (wspd <= 6)\n",
"cond2 = (6 <= wspd) & (wspd <= 26)\n",
"cond3 = (wspd > 26)\n",
"\n",
"CD[cond0] = 0.0028\n",
"CD[cond1] = (0.29 + (3.1/wspd[cond1]) + 7.7/wspd[cond1]**2)/1000.\n",
"CD[cond2] = (0.60 + 0.070*wspd[cond2])/1000.\n",
"CD[cond3] = 0.001"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# now lets try make a plot\n",
"plt.figure(figsize=(12,8))\n",
"\n",
"# use PlateCarree project and center on the Pacific\n",
"ax = plt.axes(projection = ccrs.PlateCarree(central_longitude=180.0))\n",
"ax.add_feature(cf.COASTLINE)\n",
"ax.add_feature(cf.LAND)\n",
"ax.set_extent([120, 300, -60, 60], crs=ccrs.PlateCarree())\n",
"\n",
"# add grid lines\n",
"gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n",
" linewidth=2, color='gray', alpha = 0.25, linestyle='--')\n",
"\n",
"# labels on bottom and left axes\n",
"gl.xlabels_top = False\n",
"gl.ylabels_right = False\n",
"\n",
"# define the label style\n",
"gl.xlabel_style = {'size': 15, 'color': 'black'}\n",
"gl.ylabel_style = {'size': 15, 'color': 'black'}\n",
"\n",
"# define exactly which ones to label\n",
"gl.xlocator = mticker.FixedLocator([120, 150, 180, -150, -120, -90, -60])\n",
"gl.ylocator = mticker.FixedLocator([-60, -40, -20, 0, 20, 40, 60])\n",
"gl.xformatter = LONGITUDE_FORMATTER\n",
"gl.yformatter = LATITUDE_FORMATTER\n",
"\n",
"# plot wind stress as vectors\n",
"# Note here we have a lot of data, so we will subset to\n",
"# make the plot look more readable\n",
"plt.quiver(lon[::20],lat[::20],taux[::20,::20],tauy[::20,::20],transform=ccrs.PlateCarree())\n",
"\n",
"ax.set_title('Wind stress vectors');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 3B. Compute Ekman transport\n",
"\n",
"From the zonal and meridional components we can calculate the [Ekman transport](https://en.wikipedia.org/wiki/Ekman_transport) using the following relations:\n",
"\n",
"$M_x = \\frac{\\tau_y}{f}$\n",
"\n",
"$M_y = -\\frac{\\tau_x}{f}$\n",
"\n",
"Where $M_x$ is the zonal Ekman transport, $M_y$ is the meridional Ekman transport, and $f$ the Coriolis parameter and depends on the latitude:\n",
"\n",
"$f = 2\\Omega\\sin(\\theta)$\n",
"\n",
"Where $\\Omega$ is the angular velocity of the Earth and $\\theta$ is latitude."
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"# Define Coriolis parameter\n",
"Omega = 2*np.pi/(24*60*60)\n",
"f = 2*Omega*np.sin(lat*np.pi/180.)\n",
"\n",
"# Compute transport; Note we have to increase the\n",
"# dimensions of variable f to be 2 instead of 1,\n",
"# thus numpy newaxis\n",
"Mx = tauy/f[:,np.newaxis]\n",
"My = -taux/f[:,np.newaxis]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Note that the *zonal* component of the Ekman transport is related to the *meridional* component of the wind stress, and vice-versa. First, let's have a look at the Coriolis parameter."
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# try make a combined streamline plot\n",
"plt.figure(figsize=(12,8))\n",
"\n",
"ax = plt.axes(projection = ccrs.PlateCarree(central_longitude=180.0))\n",
"ax.add_feature(cf.COASTLINE)\n",
"ax.add_feature(cf.LAND)\n",
"ax.set_extent([120, 300, -60, 60], crs=ccrs.PlateCarree())\n",
"\n",
"gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n",
" linewidth=2, color='gray', alpha = 0.25, linestyle='--')\n",
"\n",
"# labels on bottom and left axes\n",
"gl.xlabels_top = False\n",
"gl.ylabels_right = False\n",
"\n",
"# define the label style\n",
"gl.xlabel_style = {'size': 15, 'color': 'black'}\n",
"gl.ylabel_style = {'size': 15, 'color': 'black'}\n",
"\n",
"# define exactly which ones to label\n",
"gl.xlocator = mticker.FixedLocator([120, 150, 180, -150, -120, -90, -60])\n",
"gl.ylocator = mticker.FixedLocator([-60, -40, -20, 0, 20, 40, 60])\n",
"gl.xformatter = LONGITUDE_FORMATTER\n",
"gl.yformatter = LATITUDE_FORMATTER\n",
"\n",
"# try a streamline plot\n",
"plt.streamplot(lon,lat,Mx,My,transform=ccrs.PlateCarree(),\n",
" color=np.sqrt(Mx*Mx+My*My),linewidth=2,density=5,cmap=cm.autumn)\n",
"\n",
"ax.set_title('Ekman transport');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"One problem with the calculation of Ekman transport is that it tends to infinity close to the equator. Let's mask a band of 5 degrees around the equator:"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/opt/conda/envs/python/lib/python3.7/site-packages/ipykernel_launcher.py:5: RuntimeWarning: invalid value encountered in sqrt\n",
" \"\"\"\n",
"/opt/conda/envs/python/lib/python3.7/site-packages/cartopy/mpl/geoaxes.py:385: MatplotlibDeprecationWarning: \n",
"The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n",
" inframe=inframe)\n"
]
},
{
"data": {
"image/png": 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6Ob6+nfn22x5MmjQKO7uKB9X/Tuza9Ybp0x/j42NF9+4u/xGCnZFRyPjxD3n7NhNnZ0POn1c9gJNKRSZPDuT06Q/Urm3O0qX1VBLsnj1vkplZiJeXOfv3N1ci2C9fptGjx02qVjWmfn0rdu9uqkSwjxx5z9ixD/DxsaZ1a3uVBHvGjCCOHn1HnTrmLFxYVyXB7tPnJikpBdSubc7+/c2UruvVq3S6dbuOm5sRtWubs29fMyWCffJkNCNHBuDjY03TpnYqCfacOU/Yt+8tXl4WzJlTRyXB7tv3FvHxudSubc6ePU1xcTEkNzcPA4M/HyxXhLy8Yn78MQhLSyMkEoGuXW9jZ6dHrVqW6OkJzJtX/y8dZ9asp7i6WuPgYMivvyp/z8vDmTMx1KplxbffVsHSUp/Jk+sglepx+3YGkyaVbpeVlUGfPj2RSIo5d24/xsaqr3vPnrdMnRqIj48VXbtWUkmwJ04M5Pz5j3h6mrNyZX2VBLtHjxvk5hbj7W1BrVpmhId7kpgYhJdXM6pXN2bkyJp/SrB37NjM/v1HuHr1qJxgA9y8WYyHR21CQsK4cmUuUulsVq9+SE5OEfn5xeTlFWFra0RQ0EiFvv4/ATXJ/htRQrBv347HxkaP7dv9VBLsLl2u8/lzLo6OBhw40Fwlwf7uu7sUFYnUqmXKypX1VRLsVateoqEhMHZsjXIJ9o0bcVha6vL7777MmhWMRCKiqVl6rLdv3zNr1mJCQuIRhD6kpNTByiqN5GTZA62hARJJVfLzJXToMIsaNSxYv76tQnsKCwvJzEwjPT2NjIw0MjLSycjIICMjnczMTPT19Vm//gA1a4bh4KCHgYEuH1yqkaJdDTN3Y4yMoH59Y/butefYsVi0tT/SqFEuGRmZpKdnEheXwKdPsXz6FEtsbDympiY4OTlQv743lSo5IYrSv/wbCYIG4eEZGBrqA3Dr1mWGDh1JixZ+3Lt3Dj09fUaODCA4OJkqVYzZutVXTrC3bo1ESwtiYw+zdu33eHrWLfN73CcoKIapUxtjZ6f48SoulrJx40vi43PlH8+EhFwOHnyNrq4mzZsrdgglOHz4DY8exfHTTz4qSdmuXa+4fDmGHj0q4+mpqHLLOuQAYmKymTevPm3aVJKvE0WR8eMfcOdOPPb2Buze3QJn59I2z50bTGBgItraGmzd6sewYdXJysoiK6uId+8KadnyIhYWOnh7W/DHH01p2FBRDQkKSqJdu0u4u5tQvboJv//elObNFTvgEgQGJtK581Vyc4vp378Ke/Y0R1tb8cP722/hzJjxGIDlyxsyaZJiFfDExDxGjXrApUufsbLSZdcuf4WBmiiKLFnynIULQwDo1cuKGTNcaNxYV6k9oaGp/PprODt3RlFcLBuMamoKtGxZFVtbgVOntlG9en9SU4s4fPgd6ekFFBcXAVmAJaNHH2bMGFc6d5apULa2mkycWJX9+2N4+zaLefOesW7dU6pXz6d372ZYW+thZaWLl5eFytklTU1Nbt8+zcKFq6lTx5tGjRZy+nQ8urqaLFvWig4dqvLrrxtITU2mQQMfqlf3RFtbdhzZb5aFsfFfn+n5d6NSpcps2rSdWbPmsnLlUpo06UT//j2ZOHHk/zjZ3rXrDVOnyp6rbt0q/ccIdt++twgKSqZJE2s2bKiLhYUy8Sgh2Pv2RaGvr8mSJXXLJdghIam4uRlVQLBvkJpagJmZJbt2+ask2D/88ABRhFatyifYO3e+QVdXgwULvMsl2MHBKVSqZMi+fU3LJdjJyQV4eVmwd2/Tcgj2A6RS8Pe3LZdg//57JDo6GsyZU7tcgh0YmISjowF79vjj5mZMfn4BoijSr18PHB0dcXZ2xtnZGTe3yjRs6IempmJbVCErKwtf32uEhmYqLI+PzyMlJZfXr/ugofHnA+qnT1PYtu01WloavHzZTek3KQ+JiXls2hSBpqbAmDGy36lrV1eGDAkhJyeTmJgcKlUyJD4+ls6dO1KjRlU2blwq/0Z8jT173jJ5ciAAXbo4l0uwDx58h4GBJitW1CuXYL94kUaVKsbs29eUOnXOIDNNeHP/fgCCoI+FRRF5ee7o6+urbMvVq+eYM2chZ8/uU1DcRVFk7doCgoONWLTIn9u3j7B8+V4+fFDsAz99yqSoSPKX7uO/E2qS/TchN7eY4cPvExeXV65FJDo6ix9+eEhubnG5FpGrVz+zcWMYxcViuRaRFSuec+9egkqLSFRUMlevfiIiIpfY2FwsLXU5fLgFr1+n8+ZNBrm5ElJTC9DQKGbdut/YtesoLVrMIjvblcJCKZqaAt26+dOypRm1a1tTo4Y5BQUS1q8PZuXK+zx48JEjR8Lx83OmShVTata0wtxcHyMjHczMTHF3d8PERPfLPSni+fME3rxJYcyY21SurEGvXjJiWpSTgqUG2HwhAJ6eVlhbX6Gw0JaDB825ezcNT89C6tc3onnz6ri4uOLi4oaLS+V/yB7yNUrIaGhoMtOnT2LfvoMsXLiQbdskXLqUxLFj77l2LRZjY21OnGgqJ9hPn6agqSliYnKJM2fW4u/fUn7Md+/S2L//BZqaAuPGNVI65+XLMcTH51K9uhl+fnZfln0AoGVLRwwMlD94EomUc+feA9Czp7IaKZWK7NgRDsDo0Z5K6y9diuH58xQcHQ2ZPbuuwrrTpz8QEpKCk5MhZ860VSDYe/a8ZvXqF+jra3L2bFu5HSMlJYXo6Cz69n1OWloBTZvacuxYa3R0FDuDhw8T6NDhMpmZRTg6GnLjRieMjXVQhcjIDNq1u0atWpbUrWvGb7/5KSjPADt3RjJhwkMaNrRi0iRPBg6sqrA+M7OQjh2v8/lzDo0aWXHwYDOqVClVyyUSKYsXP2fx4ucIAqxZ04CpU92V3qnk5HwWLnzC1q0RSKUi3t5WuLmZ0LOnCx06OGBtrY9EIsHaejSfP6cjkWiRm5tG06b+tGnTDg2NfH766Rc+fcpg5sxsgoND6NChBRMmzCE+PpH69X2JiamKVGpFWpoGjx7p8+hRkPz89etbcv16B5X3ydjYCE/PGhw8mEdERCa6upqcPv0tHTpUJS+viMaNO2JtbaB0TSkpKV/2/+8h2SVwdnZj8+YdzJ49jxUrltCkSScGDOjF2LFDcXRUPSD7O7Fr1xtOnIgG/nMWkYyMQsaNeyi3iGzd6ouGRg7p6VkYGZWqdlKpyJQpgYSHp1doERky5B5paYXlWkRevkxj5swgCgok5VpEjhx5z759byu0iMycGcTLl2kVWkSGDLlHSkpBuRaRV6/SmTLlMQUFknItIidPRrNjx5sKLSJz5jzh2bOUCi0iQ4feIyUlX24RcXOTvQ96erpcv36cqKhoPn+OIyzsLdev3yU09CWzZ09l4sSZ5f52JUhJSaGgIE/FGpHhw6vh6qo8c6cKa9eGIoowYUJNqlc3+0v7AJw6FY1UKtK+vSPW1jKyqqurSbt2tpw69Zm7d5P47jtDnj4N5NWr1/Tu3aXcWbQ9e95y7JiszynPIjJ58mMiIjIqtIh8/73sOaxSxZizZ9tgbKxNqStZAAoRxUJGj45jwoTHdOrUkBYtqiMIAhoaUl68CCIg4A6vX79h2rQlREfrY2wsEyUBHj4sJjg4EV3dLExNTVi1agMTJy7iwwfLL8eXoXfvmjg6/rX7/++EmmT/DcjNLWbAgDvcuRNP5crGnD3bukIFu0sXJ7Zs8VVJsAcNukthoZRZs2oza1ZtlQr26tWhaGjA7t1N6dpVplB++JCBt/d5+XZWVhq0auXM5Mme6OkJzJgRSmpqIcXFIkeO3GbfvrV4ezemRo3NnD6diru7NvXr2/LTT564uyt2yrq6Wixa5EejRrZcuRLFL78E8+ZNKsePh9K4sROPHn3CxcWUDx8yALCxMcTd3YJHjz7h71+J169TsLQ0IDtbn8GDZd63yroZaEbHY6rlBGjRsmUHEhI6sGfPC2bNuomtrTWXL8ehpeVO167N8PFx+pd/p/bt93Pz5nt0dQXy83PYtk0LS8uZjBsnIyOjRgVgZKSJsbE2J0+2UlCwBUFC1aqB3LhxGGdnN4Xj3rnzCT+/Kjg46FO5srK3LyAgET8/Bzp3dpb/nqGhGfj4ONC5s5vS9gBPniTh6WmFVCrF01PZKhIYmIC9vTGVK5uptJssXPgMKysjFi+uj6Fh6XNWUCBh+vRA3r3L4uefG1OvXunoPzo6i7FjZT68X3/1VfA7FxRI+O23SMzMdGnY0IqjR5UJdmxsLsuXv0QiEenb140DB1oqqdIlyMwspEePm2RmFuHiYsTvv/srPesBAfGMGROARCIyenRNJYKdl1dMt243ePo0hapVZe+drW2pKiKViowe/ZAdO97QtKlMBevUSfk5uns3ns2bX3H0aNSXgVItFi2qi4mJDmvWvKBjx5c8eNAVHR1N7t69SWJiPABVqtTl/Plk/vgjnGrVbNm0aSh16vhw/HgaP//8hD17pvDrr4tp0qQpN29eRUdHl5cvI0hIMEQqVbx3lSurJsLZ2TlMnjyfmzeNKSysS3R0AWfP9qdduyrcuRNNixZ7AE0aNRIIDJyr8hj/zXB2dmPLlp3Mnj2P5cuX4OfXBRsbK3x9G+Ln14iGDb0xMDBAW1sLTU1NtLS00NKS/a2h8c8lxyqrYG/c2Ijvv3f/Oy/pL6FEwY6KyqRJE2u2bvWlUiUjPn3KUdiurIJtZKTFsWPKxKasgl23rgV79jStUMH+7rsqrF3bsEIFe8WK+owZozjwKKtgGxhocuRIS5o3VyT7ZRXsP7OIJCcX8O23bmzY4FOBgi2yeHFdxo+vWa6CLSP7zWndWtEyWFbBrlnTlCNHWsoJdgnq1auDt3dtZs0KpqCgiBEjXDAyiueHH6YzevQkdHWVZ7vKQiKR4uwsJTZWk5ycUtXUxcWIGTPqVLBnKcLC0jh16h2+vlbMm/fX9ilBcHASTZva8s03ikJMo0bmBAYmEhaWBrjSqVNPHj0KYNy4sRw9eob16xdTr17pucoq2OvXN2To0GpK11miYJuYaHPsWCslW2dZBbtBA0t2726Kg4MBDx8mqmx7UZEBRUUGHDv2mrdvP5OWlsanT/EYGRlia1ubevVacP++BgEBkQwaVJWePV0A8PHRonv3PN69y+TKlSyePk1l4MAJfPp0hs+fSwd8M2b4qjzv/zTUJPtfRG5uMbNmBXHnjswicuhQc6pVU61gf/6cS6NGVioJ9o0bsYwd+1Ae5KiKYG/e/EpuEfnjD185wU5KymfEiIcK22ZmSpk3rw7OzrKRnLe3GZGRWRQXw65d51i27BcWLszh48dU7OwM+O23hrRqpdq2UIJOnarSvn1lxo9vyKtXSTx5EosogpWVAdraGhgZ6RAVlUZiYg716sk+viYmurRvX4WGDR0YMqSuXLVNvHaH2Kg0XjytRsuWpUTz++/r8M03Ndmx4xmxsVnExmbh57eTxYtbMmeOMhH7K0hLS+bVq1DCwj5QXCyluBhAg8xMEzIzcxW2LSyUcvFiG+rVs2Tt2lC5RaRy5WBCQk6rnNo6dSqKu3cTOHy4s9I6URTZu/ctsbG5bN3aVL5s//4o4uPz2LVLtR/72rVP3LoVxw8/eKi85tOn3/PgQQKTJ9dRUn+fPUvmyZNkzM11GTBAkZgeOhTFu3dZeHiYM3ZsLYV1I0c+oEYNC+rWNWf48OoK6/bti+Lx42T09W05fry1UgctiiIjRz7g4sVPdO3qxMGDLSv02y1a9ILc3GI8Pc3YvVv5d01LK2D9+nAEQWDChFpK7RFFkUmTHpOXJ8HBwYBr19opEGxRFJk1K5gdO96gr6/JsmX1aNpUOdBu7963jBjxgKIiKT16uLJ0aX08PMx58CCeESPu8+pVOgCXLn2ie3cXPD3rkp1dxM6dkXTpco68vGIAkpLy6N69NT17PuDz5xzAkLVrzzNwoGwWoXLlaty5c4yEhM+MG9eNX38tDdI2NNRi0SLF2YbExGQOHz7Fjh0HMTPrSlqaLbq6mqxbV48aNQSSkjKZMOHSl62lPH7816aX/1tRqVJltm7dxa+//sGzZ4+5desGZ89e4aef1lJQUEBxsQSJpJjiYsmXf0swMTHGzMwEa2srtmxZRdWqqgesZXHwYBSzZgUDMgX7P0mwyyrY5Xmwly59LreIHDjQXCXBnjw5UG4R2bu3mQqCncqYMQ9ITZUFOaoi2CdPfmDKlEC5gq2KYK9c+UJuEdm3r7lKgj1t2mO5RUQVwQ4PT2PMmIckJxfQurW9SoJ99uwHJk4MlCvYqgj2mjWhcovInj3NVBLs6dMfyy0iBw40VyLYJdc1bdpjdu9+C8DbtxkcP94KFxcn9u79g5EjJyjtUxZv3mTy7l0mVlZW2NlpERWVBYCRkTaVK/81FXXfvjfk50vw9DTH3LxiUl8WBQUSDh58R25uMUePtlZYZ2urR2xsHnFx+fJlderU4/btAHbt+o3+/UfTu3cXli6dw9Gj0cycKZtVW7q0nkqCvXTpc7lF5ODB5ioJ9qRJgXKLyJ49zXBwMODt20y+//6uwrba2gJ16lhQtaoJEomEnJwknj27j7t7VTp1ao6xsRl5ecUUFkoRBBAEsLHRk++vqSkwerQdYWH6PHyYwOvX6Rw//o7vv2/O779HIooCDRs60LBhxXzmfwpqkv0voETBvns3ntat7Vm+vL5Kgt2ly3Vyc4vp2tWZzZublKtgu7kZ0a+fLPtHeR5sX19rhg2rJreIJCXlM2bMA4KDU2jQwJKEhHTWrfOhbdvSDicvLx8zsyfk5ZkDWtjb92PGjBxq1DDB0dGQEyfa4+Dw14IDNDU1cHe3wN3dgm7dqiutl0pFwsMT6dHjCCtXtmHq1CYqPWl169oRFZXGjRvvFEg2gL6+NuPHN2LIEG8WLLjF06fx3Lr1gc+fc9i0qf1fItrh4c8ZNmw4UVHvycvLp3JlF0xNm/D5cyWF7XR0NLCx0SE2Nh+pFObO9aJevVIFu2lTWxo3LmL//meMGzeX9u29adiwMS4uVeSevZcvZcF9tWsrZ/94/TqD2NhcrK318PCQqdxv32YSH5+HtbUeNWqYqWz/zZufAcod+Jw9Gw1At26uSutu3PiMhYUuAwdWQU+v9BWXRYSH4OlpxfLl9RRI8M2bcVy/HoepqTbXrrVXON67d1kcPiybRty+3U+lveXIkWguXvyEubkOW7f6Vkiwjx+PYcOGSKysdLl6taVKL/L06cGcPBlDp05OrFvXWGn95s0RbNv2+kvWlA64uip2oFu2vObWrWTMzXU4dKi5SoK9Y8cbRowIAGDy5FqsXdsATU0NNm9+xbFj0bx6lY67uwlbt/rTqpWsE79zJ46hQ+/y/n0WVasa4eJiSLdurpw8+Y61a1/w+XMO9epZs3x5E9q3d1E4X2JiPEZGxvTtW5WHD1MJDpbNoPz4Yx0cHAzIy8vn9u0ADh48yfnz+UAlatcewYsXYGycQlbWcxYuvMTcuQXk5ETg6joFGxtz5s/XYfz48eXe7/+foK2tTaNGfjRq5MesWeVvV1hYSGpqMqmpSezZs4sff1zG0aPbKzx2iYJdv74lvXv/54Ic+/e/TVGR9C8FOe7bF0Xz5rZMnepZrgc7PDyNtm0dWL++UblBjrq6GvTt68qvvzYuV8GuU8ecrl0rMW2aov2srILdrJktkyZ5lOvBfv48lbZtZURelYLdvfsNNDQEevd2YdOmJuUq2LVqmdK5s7OS2FRWwW7a1JZx42qW68EODk6iTRt7Vq9uWC7BXrHiBbt3v0VXVwMtLQ25HWvatB+YPn0RgwaNRE9PT2nfEjx5Ivv2t2vnwMyZXri7nwSgUSPlvuBrZGYWceDAe27digNg8OCqf7KHDMXFUiQSkYCABHJzi/HyssDOzkBhG2NjLbS0NCgoUPQka2pqMmLEeLp370PXrl0YOHA7ly8bUq+e7J0YO7Z8D3bz5nbMmOFZrgdbZv9zYMMGHznBHj36AUlJBWhqClha6jJiRDVq1TJj9OgH9O3ryujRJe9gL0RRrLBvL7u+SRMbmjSxYdiwqowZ84DXrzPYuvU1gqABiKSlvUQikfwlX/2/G2qS/U9CRrBvc+dOAjY2ehUS7BIFWxXBvnat1CLSrJmdSoK9alVpkOPXBLtbt+skJOTRqpU9W7f6Ym2t+EG4dOkGc+YsxcqqJSALHnj6NA6wwMTEmuPHW6skTX8VhYUSpk27wtixDalZ0xoNDYG4uBxsbAw5ceIV06Y1QSKR8uDBR168SJB7lv38KvHhQwZnzkQyd24z9PWV2yCVirx7l8mSJS1Zvvwh169/wMJCjyVLWvxpux4+DMDExIh7985ha2uNIAjEx+fh6XlKnl3F2FgLFxdjBAFq1TJn1iwv6ta1YN68p2zdKlNJxo6tgaGhBidPjuf27RxevTpCVNRUatasxp07DygqkuDmZoWdnRnu7mZK7YiISMff35YaNczKWEXSadHCkSpVjFR+VKRSEVHUpEkTe5o1U/anfvqUQ3GxJi1bOuPvb6e0fvv216SmFtCrl6vC8itXYvn0KRc9PU26dFFU0PfvfwfAjBmeWFgoqimzZ4fg6mqCl5eZyswveXnFzJv3giZNbBk92h0HBwOlbUqQmprP2LGyqfrFi+so2aoAbt2KZefON+joaLBuXUMly0lISCpTpwZ9uVZf6tZVtNPcvZvA5MlPKC4W2bfPV6kTBvj55wgmT35Ckya2DB7sxpgxNZBKRWbPDmbVqlAA5s6ty7x5XujpaSGRSPnttwgmTJDZaby9Ldm61Y9nzxKZOvUheXnFWFvrsXdvW3Jzixk16hYPH/bBwUFGNCIjwwgJCcfKygxjYy3Wr/ehffsruLsbY2QUynff/cqFC0VAc6BkmlPCy5e5aGnp0KePM/HxHmhoaPL6dRYeHpoEBMQBeZiZtS33fv9vhY6ODnZ2DtjZOfDTTyvx8KjB9et3adOmmcrt9+wptYj07u36Hw9yrFLFWKVXGUo92CUKtiqCnZZWQK9epUGOqgh2aGipRaRdOweVBPvYsVKLSJcuzioJ9syZpUGOFRHsEgVbFcGOiCi1iLRuba+SYJ869UFuEenUSTXB/vHH0iDHigh2iYJdEcEuUbCbNbNl8mQPUlPzSUrKR19fi2bNmuDmVonVqxezYMFypf1LEBiYhJubEd26uVC1qgnW1rokJRX8JUV6+/a3TJv2FBAxMTFEIhH+EtGsWvUonz7lYGamg7m5LtbWerx+naHAP4yMdCgu1iA1VXXgn7W1Hb17r2DmTNn3rFcv1QR70qTSIMeKCHaJgl2WYHfrdh2JRKRbN2fWrGmIhYUugYFJfPPNLXJzJbx4kSa/3kOH3nHp0ie2b/dTsiGC7PeaOvUxbm5GTJrkIV+uoSGwZUsT3r7NZPXql1y9GkdOThEZGelMmTKWDRu2/MeJtrri4z+BEgW7qEjExkaPc+faqCTYPXvexNpar8Igx+nTg7C21is3yHHlyhdcuPARQ0MthSDHxMQ8unW7TkREBra2+koEOzo6hm+/HcXChavZsuUX9PVbKhxXVzeLPXua/ksEG2DPnhA2bQqib99jlORcv349iocPP9GpU1UEQUAQBLp0OcT48ZeIjZVNp9WubUNyci6hoUmsXh2g8tibNwdz5sxrNmwIZv36NmhqCixdGsDu3S8rbFNUVCS//74NH5/62NnZyO+pnZ0+rVvLOggHBwNu3OjAuXNtuH69PUeOtKJuXQt+/PEJDx8mYmCgxZ49TTE11aF//3tERRWTkGBIrVoD2L37V/LzCwDZR/3WrTgiIjLQ1lZ+mSMjM7h/PwETk9L7HBKSyu3bCdjaqp49+PAhm1u34nj/PgcbG2XC+uBBAm/fZqKjo6V0zri4XCIjMzA01JIHWZbg5s04NDRg+HDFwL/w8Ax27Yqmdm0rJk5U/NC+f5/NiRMfiY7O4dtvVU/H79gRRVRUNgUFMHhwxXmg588Po0YNczp0sGf0aOWpeolEyoIFofj52TF3bh0lpT8vr5hvvrmPp6cV06d78M03im2Kjc1lzpwQiotFpk+vyXffKbd5//73TJ78BIAxY6rLCfZPP71g/fpwtLQEdu3yY+nS+ujpyfJ99+9/l8mTg/D0tGDBgrrcudOJDRvC2bfvA3l5xQwc6M7du905duwtY8bcIiYmiwMHXhMX95l+/Xri49McAwNT6tSphp2dPrVrm/PsWXe8vII4cuQUDRp0xtW1M2UDd+ADYMDmzY2ZM6cD1aoZ4+pqQEJCBoGBEVhYCOjoaDBx4k0GDDjH7dsx/G+pe/CPQE9Pj5UrlzBv3nJycnKV1u/a9YZNm15haqr9Hw1ynDUrWG4ROXmyVbl5sDdtesWrV+kYGmqVG+TYq9cN9PU1KwxyHDDgDjY2ehUGOa5Y8QILC91ygxxnzAji+fNUDA21yg1y7N37Bjo6mhUGOX7zzW1sbPQrDHJcsuQZlpa6FQY5Pn6cjIGBVrlBjn363ERTU1AKclR1Xbt3v0VPT5PJkz1o2dKe3r3dGDNG9v1LTMynevWhbNy4jUeP7nL79hW2bfuVmTMn0adPV7p378icOT/x8mUKHz/myK0zS5bUA+Ddu2yl836N0lS6ApmZUpo3v07r1jcoLCw/I4Yoyq5TIhFJSSkgLa2A69djGTz4tsJ2+vqy+5ufr/pY27Y9Yfv2SIyNtTA0vEeHDoo2yBIF+82bTIyMtMoNcuzR4wYGBlryIMeyBDsuLg93dxO2bPHFxkafwMAk1qwJJTdXwoABlfnlFx85wR437iHnzn3k8uXPSm0tIdh79rxl1aqXfPyoGLegpaVBjRpm7NzZlB49nNHV1aB///Zcu3aLZcvml3sv/6egVrL/QZQNcqyIYJco2P7+NirT9JUNcpw0qSYLF9atME3fzp1+dO8um35OSsqnT59b6OlpUqOGKWfPtpET7IKCAn79dTu//baHiRNHc/r0Rd6/z+L+/S0Kxy4oKGLHjmfMnu3/T9+LoiIJy5bdA2DevGby9mdmygiopWVJGkABHx9Hrl17x8OHH+nduxaamhpMmuTDrVtX+PnnxwwfXh8nJ8UP4owZTbh//yMXL0Zx+HAEGza04+DB1wwbdg1TUz169lQmabt2/cbMmfMYP34448cPV1q/cGFdLC31mDLFA3f3Us9ciUpSomAfONAcAwNNpk59TE5OMb6+1jx4kERiYgGJiTnylEKZmYUACjmbyyI2Vtbpl1V3S3x7VaqoDnaLiEgHoGZNM5XrHz9OAlCpKj97lkLDhtbY2ekrKMDFxVL++OM1BgZafPONq8I+Bw7IrCA+PlZKmUAOH5ZFr7dubac0SwJQVCTlwIFoAObN86xQhYmMzOT336MQRQgN7aDSRnTo0Afu30/CxcWQWbNqK61fvPglb95kUauWKUuX1lNYJ5WKDBnykGfP0vj+ezdWrPBW2j8wMIXt29+jp6fJ0qVeDB5cGVEUmTnzGevWvaJRI2uWLKlDu3ayDjw7u4ju3W9y82YcJibabNjQGG9vCzp1ukFAQCLGxtocO9YeT09zRoy4TUREMqamOqxf70NBwW18fdfTsWNbMjImkJkJNWrInrP8/Dzev4/m6dNMBg+ezoYNUdjYGNKrlyOxsXHUr2/L3r1r+f33tXToUI2wsEgKC69x7NhZPD0bEhLSgtRUCR07unHp0gcOHXrFoUOvaNzYBW1tLZycjKhUqRAHByPMzYuwsNAt80cPCwsdJS///8/o1WsAFy5cxM+vM2vX/iRXtMsGOa5d25Dhw6tVdJh/C8oq2J06ObFiRf1yFexNm15x7VosCQmy7A3+/uUFOabh6mrIuXNtKwxy7NrVmW3b/CoMcvzpJ28mTvRQWP91mr4jR1oopeEsUbCfPEnF2dmAc+faVhjk2LGjIzt3VpSmT2T+fC+mTPEo1yKio1NxkOPjx8k4OOhz/nzbChXssLB0DAy02L+/GS1bKs8WLlz4jCNHounbdwxduvTA1dWZDx9cSU6uh56eBZMm6bN9ex5mZqlIpel06tSMJk18cHdvQu3aZnz+XERycgFWVuUr2oaGyvQrKCiFvDyJSjUXZH1px45OHDgQpbC8Xz/FwEctLRE3Ny2V6SC3bXvCqFGyJAm//tqBly/fcP78VSZNGgUop+k7frwVTZqUH+RYpYoRZ86UEuy+fW9haalL5crGHDnSEkNDLQICEuQK9qRJtZg/X1b07OjR98yd+wRRhPnzvejWTdHOKZWKLF/+nL17ZQOiQ4da4OxcvrXVxkafggIpJiaGnDixk44d+1OpkgtDhowud59/N9Qk+x9Abm4xM2cGcf9+QoUE+8cfn8gtIqoKzVy58omVK19SWChl1KjqKgn2hg2h7Nz5Rh7kWJZglyjYtWubc+ZMazn5uXfvEdOmLcTdvTKPHz+kShWZZ7okG0IJNDUF7O2NqVVLdbWnv4pnz5JwdXXC2dmavn1Lg+isrU3x93fH2Lh0dNy+vTsFBdo8f55O797g6uqKq6sr48dncPJkNIsXP+KPPxSnvbW0NDhypBfffXeeu3eT0db+RMeOlXn0KJ4BAy5y82ZfmjQp/diuWLGQ3bv3c/z4Try8FDuNEtSqZcaWLU0UlomiyLJlzzl8+P2XQJqmGBpq0bfvLfT1NRk+3J3Wre158CCJ/HwJiYnJcpItkYg0aeKIkZHqV0lXVxtvb2t5eiUAHR1o0sQSFxfVtoqkpAIaNrSlfn3Vv8+rV5m4upopZAYpwYMHSQQFpTF3rqIdJCgomaysIqpVM1EIyBFFkcjITAwMNBk4UFH1LSqSsn59BPb2egwf3hhXV+XznTsXS1BQBp07O9G9e8UZYNati0QiERk1qjI1ayoHBRUVSdmwIQKARYtqKxGDiIgMbtxIQBBgxw7lqe9ffonk2rV4rKx0WbGirpIvPCWlgL59H/DxYy7TplVn2jSZarVxYwTr1r1CW1uDxYu9aNdO9kzl5hbTpcs9pFIBOzt9Ll1qg5mZHsOGPebRoyScnAy4cKENubmF+PmdIjW1gNatrbC1fcTo0U+pX/8T69b9RO/eMV/utSwTja5uHFlZWdja2tKkSWtSUqS0auVGYaGUgwf7oqsre5bS042YOPE+grAQbW2BgQO/Yf/+i+zdm8ioUS6MGnWRyMhUOneuQq1alpw8+YaUlALevCmN5vfzq0RAwB35/xs0sCY4OA0Ac3MdLC11sbMzxtJSFxsbPWxt9ahSxRhzc12cnfVxdjbAykpX6ft0/34SI0YEUb26MdWrm3z525hatUyU7Eb/E9DU1GT37kOcPXucSZOmUrduHby9B7Nr10dAFuT4nybYzs6GFRLshQufcuhQIhKJJkeOtFBJsGfMCJJbRMpTsBcufCa3iJRHsNetC5UHOaoi2IsXP+PYsWh5mj5VBHvmzCC5RaQ8BXv+/Kdyi0h5BHvNmlB5kKMqgr106XOOHHkvT9OnimDPmBHE48dJf6pgl1hE9PQ0OXKkuUo7HoCVlS76+ppoa1fm9etANDQEzM0PAJCfD6tW5QH6mJkZcflyJ54/9+TRo2B2717Pq1dtKC72YsyYSxw50rVcu4KWluI75eioz+nTzTE1VS3YlKBLl0oKJLtLF1kWsbLQ1xcpKoojOTlXwYKyffsTVq6UzRyvW9eO8eN9WLPmKpGRkUDJTOIzzpyJkafpU0WwZ8wIkltEVCnYLVvasXdvMwwNtXjwIIHBg+/JFewSgn3wYBTjxz+iShVjJk3yYNIkxUD8sgq2v78t06d7KgXbfg1zcx08PMzQ0ABzczM0NTUwMfnPpjBVk+y/iLIKdqtW9qxYUbEHu3//yqxa1UClgj148D00NWH6dE9+/LFOuQq2m5shK1f6yr21SUn5zJwZREREBjVqmHLiRCusrfVITExm/vyVPHgQxLp1K/jmm8EKx3vxIg8bm8qYmurw229+tGzp+JcS5P8ZAgMTuHMnjhEjaimoYrGxhdy/n8KgQaXbNmjgzPTpQaSmSlm8uDS1zoQJjdiyJZzdu8OYP78xzs6KL4SRkQ6//NKWhg2PcP36Rzw8LBg5sjZnz0YxbdojDh5sg6urLEp5x469/PHHunIJtiqUVbBr1DBl0SJv7O0N6NTpGjk5xXTu7MSqVQ149CgZPz87bGwMSExMwtZW1gHq6Gjy8GFiuT7kz59zCQlJ+xKQIUNwcBIvX6bJKyh+jZiYHIKCUmjTRnUVy1evMoiOzlZ6/gDCw9MB2WCiLF6+TKNKFRMl1abEDmJlpUvTpoqk/vr1OJKTC6hZ04SGDZXTCALs2PEOiUSmdFf0TEVGZrFr1yeaNLFh4ULVv8+JE595+7aIbt1cVdo8Fi0KIygogylTatG4sSLhf/Mmi4sX49DX12T7dh/s7RWnP0VRZOrUZ3z8mEvjxpYsXy5LX3Xu3Ge2bHmHs7MBa9bUpX172T0vLJTQu3cAd+4k4eSkz+3bHSgoEPH1vU5cXD59+1Zh48Z6BAYmMH/+Y1JTC7C3TyQoaBH6+kMpLnbAyKg+J06U/cRKaNIkirZtW+Lj0wxdXV0KCorJyirC29seBwdj+cDg2bNMjhwxori4PTt29GDQoEZoa2szYsQlDh58hVQqcuFCP8aPv86FC+94+jSBbds6UKOGFTExWXz6lM2nT9kUFAi4uJiQmlrwpY0GREXlkJZWSFpaMYWFIm/f5ivcKy8vS54/z5D/v00bOxISiqhZ05gaNYypXduEsLB0IiOziIzMAmIxMdEiM1OWacXGRpdatUzx87PC0VEfDw8TPDxMsbT8x8h3bGwur15l0ry5zZ9WhitBt259aNWqHd27/8TCha8wMoLVqxswcqRykPa/GyUEW1NTwMXFkLNny/dgT5oUyP79UXh7m/PTT/Vo2rT8QjNdujixYkWDChXsYcPcWb68frkKtomJNosX12XCBGViU6Jge3iY8dNP5VdyDA5OoWNHR1aubFChgj1kSFVWrGhQroJtaKjFggXeTJ5cq1wFu2ZNUxYtqiufYSpBWQ92+/aOrFhRv1yCXTJw0NOTZWopj2Dv3fuWzZtlg/1mzWTftdDQVIVt5szx5v37PJYurY2lpS5t2jSTz57cuvWRXr0SOHkymWrVGrF58wI6dOiudJ6yqe0aN7bi5MlmSt8tVWjfvlTMMDHRZvfu5kocol49O7Kysrl/P4X4+Gzs7Y3lCraVlT6//tqR8eNl8VFJScnk5uYqKNh161qweHHdCj3YXbs6s3JlAznBnjv3CXFxefj62rBvX3MFBbtyZWO6dHFi/fpGaGpqcOTIe8aPf4QowoABVVQS7Jkzg9izRzYg+isEuwRhYenY2ekTFHQbJ6dGtG7d8893+jdCTbL/AnJzixkx4r7cIqKKYL9/n0X37jfkCrYqgn3zZqzcIjJqVHWVBPvnn8PkFpG5c70VCHaJgt2jRyVWr26IpaUOO3ceZMWKnxkwoC9hYWGYmJgpHO/GjVimTHmMRCKyYUMDWrf+1/NNlyA8XPbh8fBQJGAlloPs7CL5siZN7DA01CY0NIXY2Gx5QFi1aub061eNs2ffsXPnKxYuVC7mUqmSMSdOdKJly1OEhKQxZEhN0tKkHD/+jq5dLxEQ0JOwsIdIpVLq1lW2GJSHEpWkxCKycKE37ds7kZtbTIMGVtja6rFlSxMEAS5cuERAgB4RETGYm19m0qSxAPLMGDk5xRWeq+zPnJ4us5iYmalWLNLSZOtVBc8UF0tITi5AEFDp6TQw0KZBA2tq1FBUiq9dSyQqKo958xRViVu3EgBo2tRGyT7w8GEKFhY69O/vqtIGkpCQT1xcPtraGgwa5KryWkrw889vKS4W8fQ0LXdAsnHjWzIzi+nUyV6JVEVGZnL06Ee0tTWYMkU5nd/YsU+4fj2RkSOr0L27clrE7dvfcerUZ1q0sGbv3sbo6GgSFZXNoEGBZGQUsWxZbfr1c5Ufb8GCcC5fjsfaWpdr11qQllbMN98EEBeXT8uWNmzb1ojNm8OZOzcYS0tNjI2D6N4drKw2s3RpGLq6Gty6FYf0SzFSJ6dk3rxZU2GmghLIVE1ZxckJE5wZNqz0ehcs8GP//nAOH45g8uSGnD/fhyFDLhIQ8JmffnpMnTqObNjQmJYtFd/zkJAUnJ0N5QO70NB0ate+Ql4eVKliiKurIY6OehgZaaGjo4mjowEfP+by6VMe+fkiL19m8vKlrKqdl5cpz5+nY2Cgi6urPhYW2piYaBIbm8+bN9lfLFWJhIVlkJRUIG9Dx4525ORIqFFDpn7XrGmMi4shLi6GKqfOBw9+yI0b8Tg7G/DDD+6MGFFVpWWp7HPw4kUimzcHcfOm7PkvLr7F4MF9/vSe/934WsE+d651uQT7xx+fsH+/LMhx8WLVBLtfv9tyBVsVwf46yFEVwT516oPcIjJ+fE2VBHvhwmdyi8jixfWUCHZ6egHffXdXrmCXR7C7d78hV7BVEexz52LkFpEffqihkmAvXfpcbhFZuFA1wR48+K48yLEigl2iYHt5mausUFmC/fvfsmaNLOZnyZJ69OxZiVWrXrB2bWiZ+9iaFi1UE77c3GIePEilUqV40tK0yMvrS8+ee+nW7QRbt67H3NyqzHE+AWBgoMmtW22U7lF5KNsvTJ1au1yxxtHRGAMDbYyNddiz57ncIjJnTlM5wT537gR79x7iypXjzJnzRG4RWbJEVSXHfPr2vS1XsMsS7BIFe+DAyqxa1RBDQy3u30+gXz+ZRaROHQs5wT54MIrFi0NwcjJk6FB3pkxRnkmZOvUxQUFJWFrqsmOHf7kEOze3GAOD0m9HvXqW+PvbEBeXR2amPvHxRnh6/sTcua0YM6bdX7q/fzfUJPtPUKJgx8XlUqWKMQcPqs6D3bXrdZydDXF0NODo0ZblKNh3qVvXEi8vi3JLpf/2WwTVq5syY4anQpBjjx435Ar26tUNiYuLon//BWhpaXPlygXq1VNOcxYdncWaNaFIJCJz5tRmwICKg9L+URQVFeHtbaZUSKN6dXOaNXNSIJ46OpqMGOHJgwdJnDjxgd69ZensHBwcmDu3MZcvp7BiRRijR3sqpSMC8Pd34I8/WjNs2H0eP07l6tWOhIamEhqaysyZj9DSOkCvXp3/ch7tEgX72LFoqlY1ZsmSenToICMmBgZaHDrUHB0dDTQ1NTh9+hKXL18CeqKhYcCcOdPp3l3WcRsba9GkiQUfPmSRl1eMvr7iK2Viok3lysYKpewdHIyxtjZUCIYsC6lUpGZNU6ytlUl2amoRWVng5GSisvTu+fNxZGQU4eKi+Ju8fJkOgJeXYrGc6OgcvL3Nad5ckXyLosjOndGkpkrp3NmR2NjYL20vVddPn47l2bNs+vRxrtB7mJlZxJMnsvNPmqQ6TdWTJ2l8/JiHubk2gwZVUlp/8OAn6tWzoG5dU5ydFZ+PY8c+cv16AhYWOixbpjzIionJYdq0ELKyihkzpirOzgYUFEhYsCCUjIwievRwZM6c0oDPJUsiWLVKVsDm55+9SEsrpl27R1SqZEjdukkUFv6Em1tN0tLqA1IKC6+wYkUDPD1b0qKFLHd1QYG07N3Ez68DK1aEMWuWFwYGWty7F8vy5U9Zs6aJUrGhgIDP3L//EF9fJ1auVLxflSqZMG+eL2fOfGDSpHsEBPThzp3+bNz4hI0b3xAU9JqbN+PYvbsZVavKAqvs7e0ZNOger19n0quXCyNGuKOvr029eua8eJFOVFQOycmF3LghGxSbm+vQuLElI0ZUpWFDc9zdDXn/PpdXr7KIiMgiLa2IlJRCPn3KIzw8B3t7XeLiZIFe7u5G1K1rhpubIdraGnz+nE9YWAbh4ZnExeUTEpLO3buymAJ/fwvu35epeVZWutSubYquriYmJtqYmGgTESFT0z9+zOXHH58zb95zTEy00dbWQCoVsbLSpVo1A548iUVTU8DBAQIDYwCRxo2d6NfPg6NHz3PrVgAdOrRS+dz9O5CRUciUKY95+TLtT9P0TZoUyLVrn79kZmhEtWraJCSkYGsreyZKFGypVKRGDVOOHWupUsHu3v06NWuaYWSkVW6Q46RJj77EEzipDHKcPj2ICxc+UqWKMatXN1SpYPfte4u8PAnVqplw7FjLchXsatVMvxSjUR3k+MMPD6hb14LWrR3KDXI8flz2bV66tH65WUQyMwupWtWEo0dblEuw589/KreILFigrMyXYO/et0yaFIiNjR4rV9bH19eGli0vy2cHQfZulM3ZnJAgS8Npa2vJiRPRLFjwlKysIszNdWnc2ISYmCLi470JDU3EyakS1atXpUGDetSo0ZjsbFl7z55VvkcVISurUP7vKVOUq/2CzPYRHi5LL3jwYCiTJl2iXj07Bg6sw9SpMrtkcPADRowYwx9/bGD16g/cuhVH5crG/PKLTzkK9k0EAWrWNOX48VY4OBgQFVVKsH19beQEOyAggWnTHmNgoEWPHi788ouPgkVEFGHJkrqMH1++RURm6VEO/C3B7t1v2LAhTMGq5Odny+bNTdi7NwqJxIn371O4dCmJsWPvsm/fOmbOHE6XLr3/8r3+O6Am2RXg6yDHs2crDnJ0dDTg2DHVBLtEwfb2NmfFCtUEu0TBLkuwk5Ly6d79BmZmOtSsacqBA03YsGEdx4+fY9GiuYwaNQEtLeWfMT+/mD59bvPkSQqjR1dTChL7OxAWlkJISJLSSNrYWIe7d+OxtlYkQ40b2/PzzxFIpW/o2tVbvtzDw5Lmze05ffoD69a9ZM0aH5XnGzKkOnfvJrB79xt++CGAQ4faMm3aI3bufIu+fionTgyhV68bVKpkxMaNqo8BykGOmzc3VpiCA+RkWSKRsHLlzyxYsJhNm/IQBIFhw4bJt9PS0iQlJZ/Y2Fzevs2gdm1FwpSZWcS7d1nySHJRFAkKSkEqFcstNx4fn8erVxkqg19KBi6qgtYKCiRkZBShpSVgbl567MJCCY6O+mhoyD6QZXH+/GdCQtJo1Eix3W/fZvP5cx5WVrp4e5sTE/NB6Xznzsm8/u3bK+egLotTp+J5/Dibbt2c8PBQXaDh999jiIuTsGCBu4IyAbIOdd26N+TkSNi9W3GmIy9PwoIFEfj72zB4cCUlpVMURVavfk1xsUjPno58841M5V6+PJKDB2Pp0sWJ3bsbyt/H48c/sXDhKwQBZs+ugUQCHToEkp0tITr6Ng0bBpCRMY7CQl2qVMlh5EhdCgoqc/ToOebMSQKUO/rq1a05ciQOHZ0EBg92x83NmGnTHhIUlEijRjZKJPvixfekpeXj42OCgYHyMzBhQj22bn31JW/8CyZN8mbatIZ06FCVQYNu8+xZCtOmPaZ1a12GDXMnK6sIJydDwsLSOXz4PYcPv6dBAwe6dXPgwAEfUlIKefEinVu3kggISCY2No/Ll+O5cyeN3FwJhoaa+Ptb0qePI0OHuuLubsRvv0F8fD5BQWmEh2dw9Wocjx6l8OaN7LkpKJDl8q1Z04Q2bWxZvNgDNzdDoqPziIzMJCIiC4lEQnx8HjExOSQnF5CcXMDLlxlK11sCqRTS00tnx1JSCjEwgNhYWbaB2rXtsLc3omPHKkyf7kPNmtYUFHTl+PFztGvX4p+uEPmPoKyC3bKlHRs3+vypRURfX5M//vCjaVM7Pn1KkG9T1iJSkQe7e/frpKUVYmyszZ49/hUGOVZEsHftkinYW7Y0+dM0faqsL2UtIl5emuzbV3GQY+vW9uUS7BIFe/PmJn+apq8iD/b06UFcuvQRNzcj1q5tVC7BPnToHZMmySoeTphQi9Gja9C8+UUFgg0yH3XZb2hRkex7fOJENKNGya6rbVsHxo+vSY0aprx+nc733z8gNtaeI0cuoaUVT3BwCFu3RiORVEVfP4Zbtz5St+5ILCxUW/K+RliYrE21a5uXG3Cfny9TePPzixk9WqZglxDsrKwM5s6dyaFDx1m2bC5Hj4pyBfuPP/z+NE1fiQc7KiqTrl2v4+pqVG6Q46hR1Vi+vL6cYP/xRySiCAsWeKsk2PPmPeHy5c/o6WmqzKxTgt273zBliiyg+dateL7/vlSMqFTJiHnzvOT/9/U9T2wsWFo2Y+zYTaxdu/cv3ee/C2qSXQ5yc4sZMyaAqKjMCoMcp0x5TEpKQYVp+jZvfiW3iJRHsK9fj5UHOX6dBzsiIoPq1U0ZOxa6dOlOq1bNCAx8gpmZjUqCDTBlymOePEn5Mr1Y/2/xYH+NkswapqaKKmaNGjK1NCIiTWF5jx4umJnp8ORJslJez3nz6nL/fgJPnqSSkJCnUL2vBIIgsGWLH7Gxubx7l8svv0QwZUodbt68SlFRG3766TP378uI34ABlWnUSDlwUBRlL/KDB4nyIMf27Z0IDk4mKChJnh5IX1+Lfv3cCAsLwMTEhP79+zJs2GpAlqmjrJ2henUzXr/OIDw8TYlklyAiIoukpHyMjLSQSkV0dTXKLTleQqRVEayCAgk2NroKJLoEaWmFtGljhyCg8HvHx+dz82YCjo76Cp1ecbGUV69kpMbDw0zhWC9epNOwoQVVqhiqfHYKCiQUFUmxtdWlSxfVHVcJDh2SpWXq3Fk1Gc/Lk3DkiKx66DffKOe0Pnr0Mzk5Evz9LfH0VHwHN22KIjIyGz09U4YPr6y074kTsWze/J4aNUzYvFn27r14kcHy5bJAn+nTq8kDjV69ymDZshc4O+syYUJVtLSi6Nr1Prm5plhaZrB1ay02bmxGSEgeenoF5OZu4tdf39OhQ2uqVJlIYmI2cXEf8fXV4dKlUrWpqEh2/KlTa1OligkXLnwgKCgROzsDZsyoq9TmEv9np06qUyaamuqyZUsLune/wNGj7+nWrQpubsZ4eJjz6FE3li0LYdu2txw5EkdQUDIbN1pw6VJbYmKy2b37LY8epXLpUhLBwWksWhRGx472fPedK3v3+qCrq8HHj7k8fJjC7dsp3LqVRGRkNleuJPLkSTrJyYXUqGFM9+72fPONI1262NG1qz2zZtWgqEhKSEgajx+nculSHLdvJ/HqVSZv32axY4csD3u7dnZ06+bA4sUe8sG5VCqSkCAbqCYk5JOZWURmZhG///6Gp09LvyH6+po0bmxJ48ZWVK1qTIMGlhgba6GtLSCViujpaWJtra/wfR04cDB79x6kbt3W9O3blX79euDurvyc/B3IyChkxIgAuUWkIoI9bdpjnj5NQV9fptapsoiMHv2AT59yKiTY8+fLlNP27R3Zs6epSoK9b99beZCjKoI9e3YwQUFJ8iBHVQR79OgAYmJyKgxynD37CRkZRRWm6du16408yFEVwZ47V5ZCtSTIURXBHj36ATEx2X+JYO/a9QY9PU22bGmiMosIyBTsH38MxsPDjG+/rcz48bJZralTPZk48RGZmaUDu2bN7JT67zt34ti+PQ6pVGTWrNrMnl1artzGRp/Bg93YuvU1Z87EsWZNAxo3rk+PHgX07fsIMOWPPz6yZs331KtnR5Mmuujr63/5o4e+vgGGhobY2Nhga2uHnZ0jUVG5eHtbqAx8B9l3/c6daDQ1NeR2tXXr2jF1ahOOHdvH1Kmz8fVtyN2751m16h3PniXJgxxVEezRox/w+XOuSoIdF5eHm5sxhw+3+GIRiefHH5/KgxzLEuzx4x+ho6PBypX1yxShKf29ShTsypWN2LpVuaJoCXbvfsO2ba8BWLasngLBTknJVxL9unWrxIULH8nI0MPDYzDv3n0ALqg89r8DapKtAmUV7Fq1zNi5069CBbt3bxc2bPCpUMGeM6c2M2Yol0ovUbB1dAR27fKXp7BJSspn4sRHREdnU7myATY25/nttxj27t3Jx48OrF0bxq1b5wkNHatEgi5c+MiTJ6k4Ohpw/HjLf6hU6z+CKlUsSE0tpqhIqrC8enVT2rVz4cOHbLKyCuWKrZ6eFtOn12HbtjecPfuR6dNL72n9+la0aOHI8eMfWLLkOZs2KdtfQEZ+f/65CXXrnmPXrrf07OnC8OGu7NjxlPv38+TbbdgQxqFDLRT2LatgGxlpceBAM7y8LBkx4j7Pn6dhYqJNTk4R2tqySllhYem0amVIdHQMISGBWFoakJycS3x8Nk5OpYqsn58Td++m8fJlJv36yZZlZBTKM2+AHsuWRfL0aSbHjjXB3d2E4mLFe1YWxsZaWFvrlTswSkwsUOnnLi4WuX49HkdHxQFKfLzsvtjZyZZnZRVx8WICUVFZVKpkhiiKHDjwkWHDXOSd9IMHyQQFpdKjh+qKkyEhGVy9moiHhzF2duX7ZNPTCykslGJurkXv3qo7uStXkqhSxRBtbahVS7nDPH8+hWbN7BgxQnG2IT29iG3bogFYtcpT6X5lZRUxefJzACZOrMqaNQIxMbkUF0fh4KBHly72NG8uG4jl5hbzzTf3CA3NoFatJH77bSKfPvWkqMiB+vWlbN5cnx9+uE94uBYaGpX49ttX/PDDaurXb0xsbCE1a94jJ8eYCxc60amTHTt3PmPUqHNIJCJxcVq0a+fEjz96ffF7P8fb24EffnBXqnaZl1fMxYvJmJtbYWiox8SJgXh5mcszYxw4EMXu3W/Zts2XSZMa8PPPkfzww0MuXWrLu3fZ7NgRxbJl9ejY0Zlp0y7x7l02Q4c+YMCAqkyeXI0FC7yRSkVu3kxg5873nDz5ifT0YgYODMbC4gWDBjkzYoQr/fpVol8/2bcoNjaPW7eSuHQpgQsX4omIkNlG9uz5gImJzN7z3XfOuLoa0rChJQ0bWjJunDuFhRIeP07l/v0kjh//xJMnaZw+/ZmLF2OZNk3Ax8eSfv1c6NHDGXt7faWgr4iITJ4+TUNDA0aNcmfJkjpYWf25p70snJxcefEijCdPHrFv3246dx7AN990Z968qejp/X3fxRIFOy4uD29vC/bsafqnCralpS5HjrRUqkaanV3IoEEyBdvX14bff/etUMEeOlQWWFiRgl0esSkhomZm2hw61EKJiJZVsBs1smLbNr8KFexBg6qwenXDChXspUvrMXZsjXIVbGNjrQrT9AUGJlGvniXbtvmWS7Bnzw7m0aNEeZBjRQS7RMHu378y48aV2sbc3U3kNj9BkGUH+lr8uXMnnnXrwoiN1VAZSAqwcKGsuq6bW2mfYW+vw/DhTsTEmPHhgyUPHjgQGlpIQkIxHh45ODjEI5HkkZ+fT05OLsnJqSQnpxAfn4SmZi9SUnzp0cNV4Tzh4Un88ksgJ0++IimpNF+8ra0OcXGHqFNnOLm5eWzatAJ//8byIEdra12OHWuJr2/5CnbTprZs3eorJ9gzZgSRklKAr68NR4+WKtj9+t1GS0uDH36ozpIl9dDU1ODEiWi5RWTWrDoqn8NFi57JLSLr1/tUSLCnTHmMkZGmUkrOkriECRNqKhSsmT27Dm5uxrx7l0V6ehFmZtWIilJ19H8P1CT7K+TmFjNt2mO5RWTXLn8VQY6ZDB0aIA9yVEWwb96MZdiw+3IFWxXB3rz5ldwismWLrwLBLlGwa9WCqKgVmJtXYtWq5Tx+XMDcuWcQRRnhHDr0DHv29JAfMyuriB9+eMTHjzmsXt2AevX+2hTUP4OsrCLi43NJTS1QWG5kpENWVjGRkZncuhVHt26l5aX79HFj3rwQrl1LY+RIxZRaCxd6c/JkDL//HsmkSTVxd1fOngFQo4YZy5fXY+rUILZujWD0aBd27LhP2UIely9/Jjw8XZ5lQxRF1q4NlVtEtm3zo00bR9LTC7h1SxZc1aCBFfXqWSAIAhcvfuLDhxwuXszCzMyU4cNH0rLlRs6ciebNm0wFkl2tmikZGUU8fpwsP1eDBtd4+7akIIGsXbq6Gujra/HmjSyATCKRqrR95OQUk5SUX6ZYQSlKfNxl1ZU/Q1ZWEc2b21G5sqyjXr36NUuXRipsM3ZsCPb2evToIevYXr+Wtb16ddXpjx4/limMjRpZVHjue/dSuXUrBX9/CywtVU9t7t0by7NnOWzcqFwk5NWrbE6fTsTYWJNevRQ73Y0bo/n0SWTo0Mq0a6ecM3zevEgqVzbB2Vmf/v1dMTcv+T0qYW1dwPLlsg5RIpEwatR5QkNz0NCIx8cnFKl0JXv2fMTCQkRX9xjt2mWTmTkYHR2BgID2NG5cmsFn2rQIcnIk9O5tS6dOss5h2LC6VKliztChd3j/XpN27ZwwNtbh0aNEnj5NxdJSl8GDlVPKRUSkI5WK2NrqExeXz6+/vqJnz0ryzuTcuY9cvx7H0aPRzJnjzd6977lyJZa9e9+yeHE4795lo6kpsGSJF9u3+7F1ayQnTkiYNi2E8+dj2bPHB2dnA9q0saNNGzvS0go5deoz+fnvePYsg59/jiIkJAtB0GDSJDe6drXDwUGfgQMrMXBgJYqKpNy/n8KVKwns3v2B16+zmT8/nMWLX9G+vS3ffutEr16O6OtroqOjib+/Nf7+1syeXYtPn3I5dy6Wx4+T2bfvHZcvx3H5chwzZz6jeXMbBgxwo1MnBzlZHD++GhoaAoMGuSnFEvwj0NTUlJdqnzv3J8aMGUHbtn24c+fM32Ih+TrIcfduf5UEOzExj+rVZWW3dXU12LXLXyXB3rgxXG4RUUWwX7xIZfDge6SlFX7JqKFMsE+dimb8+IdyBVsVsVmx4oXcIrJjR1OVBHvChEdyi4gqgh0ens7339+VBzmqItjnzsXwww8P5Qq2KoK9Zk2o3CKybZu/SoI9aVKg3CKyfbvfnwY5WljocOhQc1q0UE2w9+x5w+HDshoBS5bUUyDYr16l06PHDdLSCmnd2p45c+pw6tQHRowofWfPnYuRp0KcPNlDJcEuwdy53gr/19QUGDGiivz6L1+OZfToRxgYmHP+vAE6Orb4+lpRo4Yhrq461K9vSe3aZrx8Gczo0a8AlH6LAQNO8Px5AooowNz8CMXFzVi1agENG3ojCBosWRIit4js2tVUJcH+4YeHcotIWYJdomD36+fKunU+GBpq8fBhotwiMmCAi5xglyjYPj7WtGvnWG6Q44kT7/HykmXWKY9gHz78Tm4RmTPHSyXBTkkpICAgkfHjayr0rf36Kc4KHjum8hT/FqhJdhmUKNiBgYn4+9uybl3DcoIcbyAI0L69I9u2+ZWrYHt4mOHjY83y5eV7sP39bRgyxF3BIjJkyD15kOOQIUW8etWB1NQ0pk07xNu3tdHSikVf/yMrVsygR4/6CsfdsiWUjx9zqF/fkilTyn/pAwM/UbmyOdbWpR/wlJREDA1N/lIGBABbW5nn+sOHLKV17ds78fBhIpcvf1Qg2dWrm9KpkxNv377jypXPeHmVviienuaMHVudkJBU5sx5yvHjLZWOW4JJk2oRFJTMoUPvSU9PQbFSngxDh97j9u2O6OlpyhVsf39bxo2rIQ9yNDPTZft2P6pUMcbZ2ZDg4BCuXr1NeHgIb950R0tLZMOGyfTp05vFi99SWCglKChJIXtDo0ayabu4uFykUhENDQF3d+MyJFsGDw9TNDQEjIy0yM4uJjOzSOUsQ4mNJDtbOWOJsbEWVasaY2iopVSCV1MTWrSwV8q/mp5ezJ07yfJpNH9/K0CRZOvra+LnVzogMzHRoVEjK6pUUSYLAMnJBTRpYkGjRhWTn3v3ZNaH5s1VD/ays4u5dEkWCNe7t/LHdedOWZ7jb791UMhAkZlZxM8/R5OXJ2XIkEoqpnCT+eWX92hpCQQHNyUiouzMgQ7JybVYu1bK4sUi/fsv59gxH7S03tGgwX2uXjXk82dP9PSyqFXrIt9914+ffzYmMzOVxYub0LhxaYd09WoqDx7k4ednycaNitUytbSMyMszxsJCwujRsinNkydl1zN8uDt6esqf36iobFxdTfD0tJD/jsXFpYOtb79148iRaI4cec/MmbVZt64hK1aEsnVrNMuWefHddw9YujSU6tVN8PfXYsoUD9q00WbEiCBu3UqkV68AJk6sznffOSMIMu/+sGFuDBvmxtOnaWzfHs3du+mEhWVz+3YKbm4GzJ/vzjffyO6/trYGgYHpGBvr8OxZK54/z2Dv3hg+fszl/Pl4zp+Px8zsOcOHuzB0qAseHqXfTycnA374oSpeXqZMmOBOcHAqhw59oLhYyvHjHzl+/CNmZjoMHVqZbt2caNrUmrVrlWNJEhPzKSoSlWZs/grs7Bw4ceIcpqYm5OTkYmys+vn+q8jIKGTw4LukpxeqDHJMScnn/PlPnD79gTt3SusVLF9eX6VFZP78Z8TG5tKsmSyAq7w0fZaWuvToUYmtW33LVbAbNbKiTRuHCj3YTZvKSoqX58GOjMygWTNbfv21sUqC3b37dUxMdOja1Zk//vArV8GuX9+Sli3tKvRg+/vbMH58rXI92GFhqV+CkX3KJdgrVjyXBzlu3+5fLsHeu/ctkyfLCNv69Q0ZOrS0HwoPlynzlSsb4+Vlwb59zdDT06R+/VJ7hsyDHUCHDqZ4eVkwc2YdpXMAxMRk4+Sk2nJXuk0Op09H07WrA35+9uzeHU1wcCoPHiRx714sEolI/foWpKcXMnDgZ8zN9alZ00wumpRgwoRGjBhxTmFZ166V2Lv3rPz/ZdP0+fvbMnt27XI92B8+ZNO8uS1btpQS7MGD78qDHEsIdkBAAv3736ZmTTOqVzdVGeTYrp1DuQS7RMFetKhuhQr2tGmPadTIiu7dKymUgA8NTWPhwqekphbQtq2suul/U6Gt/56W/Ifx6VMOvr7nuXMnHhMTnXIJdolFxMHBQCXBvnat1CLSsGHFBFtDQ1Ai2N26XScmJgdfXxvOnm3DyJE9Wb9+MW3bTiYqqg4g8OOPnZg4sQZ79kxXyD374UMG8+dfxtb2I6K4jd69OzNo0DeMHz+CmzcvybcLCYmnceMd1KixmVOnXpGenkqrVv7Y2Tkyb96Mv3zPmjRxQk/PiMhI5RKy3bq5UL++LefPxyGRKFoj5sypjY6OBvv3vyMrS1GRnT27Nk+fpnLixAdu344r99waGgLz5nmhra3Bgwd5DBlii7l5BubmupSIU69fZ9Ko0Tm+/fa2XMEuS7BL0LKlPZUqGbF792GGD59CUZGULVt+xNfXgeJiLXR1m2Fn50CjRjbo6GjKsx6UwNHREG9vC0JD03n5UqbwHjnSBB8fRZW3JOivcWN7BEGb9+8Vy8OWoHJlM0Cb1FRltdrISJvExGKeP88iOVlxBsHERIfbt5O4fz9FYXlRkYyklZC2du1saNFC0c83bJiLQjaTK1eSePw4AwcH1UTm1q0kHj5MpVq1iklKenoRDRqY4uenSMbnz4+if/+XjB4dTuXKhjRrZo6Dg+LgrqhIyvHjCfj5mTNsmGLHu39/HIaGWjRrZk6zZor3OTu7mClTZGrP3LnueHmZ8uKF4jMoigJLlxby7FkxgYFNAQ0aN9akb9/OZGfPAWDFih7cu3ecjIz+ZGc3pWvXRkyd6q3QvsmT3/L5cyHdutnh5KR4r1aufE1yssCPP9bByEib7OwiNm9+j4ODOSNHVuP06U98990jbt4sVZ9CQzOJji6iWjVLjIx0aNLEDguL0uN26OBI+/bOxMQUEhGRwZAhVXFzM+fRo1QuXIhn8+aG+PnZMXLkc4KDZQOcrl0defmyA717O5GaKmHw4GB69w4kMVExP3a9euYMGFCJW7d82bjRg8qVDYiLy2PatHBcXW+wfPkbPn/OY+XKt8ybF4mb202OHInnxx+rc+6cL1u3etOggRnp6UUEBibj6XmZNm1uc+7cZ6RS2TNYWChh0KAHNG58ldDQDA4f9uPwYX/Wrq2Ht7c56emFPH2aSsuW13FyOsXEicHcv58o/4YUFkpp0OAW7u5XefhQ8TkHePLkIYcP7yElJZG0tGRevXrBnTtXiYl5J99GU1MTCwtz9u49SnFxxak3K0J6egG9e9/k7t0EtLQEJa/ylSufqVHjJJMnB3L7djwlFe/btLFn2LBqSsfq2fMmb99mYWKiXQ7BTpVbRKpUMSmHYL+TW0RUEWyJRMr06Y/lXuWKCHZwcArm5roVEuzk5ALc3IwqJNhSqUjLlvbMnl2nwiDHigh2YGASpqa6FRLsadMes3ZtGH5+Nhw8WL5F5OjR90yeLLOILFlSTyXBTkkpwMREm717lYM3S4McoU4d83Kzdr14kUqLFpeYOvWx/Pn/GocPv6NBg7MEByfz+HESAwa4cvVqC9686czhw77Mnu3J1Kk1KS6WEBeXzc6dxSQlmXD3bozS8zF8eD22bOmksOzDhyukp8v6K4lEyoQJpZUcVRHs1NRSi4iVlZ4Cwe7a9Tp5eRI6dHBUsIh8880tsrKKqVlTkWAfPPhOHuT4dRaUEoIdHp4uD3Isb0BUYhGRSqFbN2clgt2jxw1u3oxnyJCq7N3b7B/K1PI/gf/zJPvVq3QWLw6hdu3TfPiQg46OUG6Q47ff3sbQUKvCIMf5859iaKjFqFHVy03Td/NmHNraGgpBjomJeXKLiJGRFrt3N5VnSjhwIIoDB2TlqBculD2wU6f+gKWlOa1bN2Pp0nncunWZ0NBIJJIs0tPTqV27JYaGLXBy8sLS0pwBA75n0aLZFBcXExQkC0RLTc2jV6+jTJt2l5wcCS1a+HHgwFEKChTJW3moXt2U/HwJd+/GK63z9rYgNbWAjx9zuHdPcQrLz88Ge3tzYmOlbN78SmGdo6Mhc+bIOoYVK0Ir9C7XqmXGjBme1K5tRkyMDYWFu/D1tcLZ2RAjI00EAT59yiU8PB1dXVmQ49cEuyzOnr3MmjXL2bjxN9q06cz48Q1o3LgG+/fL0te1bOmIpqY+p07FKvnQ69SRkchbt2QDA2NjbS5dao6nZ6mtpER5sLbWRRRlJXRVwdZW9ru/fp2ptE4QBNzdZR3e10q5gYEm2toa5OdLyMsrJQ96eho0b24t904LgsCqVZ5ljgnTppWWqJdKxTK5umUWDyMjI4yMSjva6GiZ58/VtfwSt6IocuRILMHBGdSrZ6awfNWqaA4fTuDgwUTCw/O5ezebPn1eKOx//nwi0dF5pKUV4eNTun9+voTFi6OJi5Mwb547X2PWrA98/KhDnz7O/PijbP3Ro4r3ytAQ5s/X4datz2hoaOLpaciNG+N586Yf5uYGtG1ryMSJ5qSlSVixIoOPH6WMH18Hbe3SD/jBgwm8eZNL1ar6TJqk+FxFRmZx/nw8mpoCgwe7AnDmzGdycyW4uhpStaoJJ0584sCBDzx/nl7mvsoGXm5uRujpafLwYQoREaXPgZ6eFg4OBiQnF3Do0IcvwcCyPMT793/Azc0EX18b8vOlTJv2lthYWeduY6PHsWO+zJ9fExMTLU6diqVjxwecOlU6kP34MY927R7h43MfBwc9IiNbcvRoA6pVMyQ5uZC5cyNo0+YhnTvb0q6dNYWFUi5dSqBevZv06/eYKlWMePy4JSEhrfD1tcTQUIsbNxLo1u0+Awc+5MCBaLKyivH1taK4WMqvv0bSuPEVdu16z9ix7jx71omXLzvTrp09lSsbER+fz6+/RvLjjy+xtz/LkCGBzJ37ko8f88jLk9ClywNevVJ8R5YvX8aiRUtwdHSmUiVXOnXqQu/e37Ju3WqF7c6ePcXlyzdp1aoXgYFPlZ6hiiCKIrduxeHmdpwnT1JwcDDg8OEWSnnrCwokCrMQJVi7VjFDTnp6AX36yIrWmJoasH69n0oFe9iw+xgZaVcY5Lhp0yv09bXKDXKcMSOYiIgMuVe5vDR9QLlBjuHh6QwZchcjI+0KgxzXrw/DwECz3CDHOXOe8Px5Krq65Qc59ut3C6lU/JMgR6lCJcdp0zwr9GCPHv2AJk1sWLKknjzIseS6pk17TEGBRH5dX6dkPXGiNHhz1qzajBpVG0NDZSHixYtUud0kISFPZT92+PA7xo59SHGxSKtW9uzb11y+ztJSl5YtbZk+vRbz59dh7doGVKtmTH6+MWlpIpDPs2efuXfvA/fuRXPlSiRHjoQhCPn07l3jyzH0cXEpYvv2A3IF+8OHrAqDHPv2vYmWllBukKO9vQHbt/vLCfaaNS/lQY4bNyoq2AEBiaxe3aBCBTs8PI2jR1tUqGAfPx4NyIIcx40rnZ0PC0tjwIA7pKTIFOzly5Xzsf834P+sXeSPPyLZufM1kZGKH+lly+opEezw8DR6975FfHweLVrIyoVWFOQ4ZUot5s/3rlDB3r3bn65dSz3YAwbcQSKR5UI9e7aNAsGeMEE25VK2cpmGhgY7dmzk0qUbPH78lClTpvPyZQq2tkPR0LAlJcWET5/y0de3Zvr0mnzzTTeGDZvMw4ePqVx5gkK7du58jrZ2e4qK3qGnZ8v27QcZN27on95DX19btLQ0yMgoIjOzUCGdkCAIfPutGytWvOTo0fdERWXRq5cL5uayEs0zZjTh229vc+1aLKNGVVcoxTxtmgdPn6Zx9mwsv/4ayZQpNVWdHoC5c2tz6FA4L19mYWvbgUmTTElMrIKJiTbp6YUkJ+fz5k0WY8fWwMnJkIIC2aDgxx+f0Lq1A4Kgwfz5dSgqyuPJk+d06lRamat796qMHv2ErKwiIiNlGV5cXIyIiMjgwYNEhQ9DixZ23LgR/6UCngzm5jrcuNESW9szAFy6FIuPjxUNG1py/vxnwsOVSTRA9eomWFjokJxcqHJ9w4bmaGkJxMTk0KRJqSItCAJt2tgSG5tHcnIhzs6y11sqhTt3khQykjRqZIG1tQ5JSYWYmWnh5lbaqWdnF9O8uey4JdYVK6vS80ilItWqmX7JC1++tejTp3wyM4uxstLBxkbx2WjRwpxr1xSrqH2dbeXECdngbPhwJ4V3ae/eOBISCqlb15g2bRRV7CtX0tiyJR5tbYF589zR0dEgIqKYGzdk90JLS2TKFF1mzNChoKAAd/dIiotFbt3y4fx5CVu3FmFlZcb27UZoaAhs355KTo6Eli31adu29FpzciTMnPkOOztd1q2rgq6uYtsPHUqkenUzmjUzk88QBASkY2Ghy3ffuSKVily5IhucduhQSgi0tDTx8DDH2dkQU1PZNyYjQ3FGY8AAV3bteseVK/EsWlSbKlWMWLmyDgcOxDF8+AtevGjOhw+5HD8ey7JlCWzdaoezsyzrxpAhLrRqZc3w4U+IjS2mV69gBg1y4pdfPElOLqRyZUPCwrL45psn9O/vyPTpVXj40J+bN5NZtuwNRUUiBw9+xshIk1GjKmFiosmWLVFcvZrI1auJdO9uz5AhLqxcWYc5c2qyc+d7fvvtLVevJnD48Ee8vMxYsaIOM2bUYsGCFyQlFTJ/fig7drxn/XpvevRwxNPTjDlzPHjyJJUjRz4QGJhGUlIBe/ZEA5qUaEOpqUW0bn2fx49b4OQks64VF0sYM2YI33/fT/7M9Oz5Pf7+/gr30Nu7IbdvB7B37zaGDZtIixZ+LF06B3NzM1RBFEVCQ9M4dSqGU6c+EB1dOmg7daqVSg92ly7O1K1rwbNnpc953boWCmS8bJo+d3djTp5sp0Sw799PYNCgO6SnF9G7twubNzepMMhx6VJFfzEoZ9tQlX+4rILt5mZULsEuUbC7dXPm998rVrAXLvRm0qTyKznq6Gj8aZCjs/OflUoP4vXrTPT0NCtUsMsGOXbs6KREsEuuq39/N9av96lAwRZV3uMSvHiRypw5T+Sq7549TZXSsR4+/I79+2XC2bx5XkybVip6yDKa6StwjCpVjOna1YVDhwrIzT2NnV1fNmx4hI2NrEqsVCqzlRUXS4iOzuDgwd54eFiTkODB1Kkzef++rlzBPnGiFY0bK5dKL1Gwq1Uz4ezZ1nKCPWjQXfT0NJWCHEs82JMm1ZKXSj927D3TpgXJFeyvK61KpSLLlz+XW0QOHFDOrFOCsmn6NmxoxJAhpYJKiYJta6tHly5ObNvm/19JsOH/qJKdny/hxx+fKBFsf38bRoyoobDd2rUv8fO7SHx8Hg0aWKok2FeufGbevKfyIEdVBPvnn8PYtOmVPE1fWYLdrdt1njxJwcREmzNnWssJ9tGj75k5M1iuYJd9YKVSEQMDfXr37sKqVQu4ffs0SUl3eP58CKNHV6d1a3t0dDR59iyVd++ycHS05/z5/bi7u7F793mle1JUJABVyM+vxdKlz3j7NlVpm69hYqJDp04uvHqVxdmzH5XWf/99FczMdPjtt9eMGPGA9evD5OvatLHHz8+WmzfjWbDgmcJ++vpaDBtWFYlEZP78F/K0eqpgYKDNL7/IOtC0NF+uXQuifXsnvLys6dq1EkOHyvJ0lhDswYPvMmzYfd6+zeLEiY9s3fqGtWsjuHz5Do0bN8TY2LTMsbXo29cVgGPHonn8OA1/fzuqVzcjMFBRhW7XzpHPnwvZt+8DBQUS+XIbGz25b/nz53z5tefmCpw6FYsoKitd9eqZk5oq5cqVRJXTjNbWegQGphIaqkzSP3/O5fnzdJKSSq0A+vqyj09enkRhW3t72XP2da7VwkIpt24l8+KF6kFAdnYxN26k8OJFtsqCOCWIjMymWTMLOne2UXofunVTTK9oZ6fDr7+WPt+fPuVz6FAS3t7mfPedAzdupFK5cgCDBoWya1csNWroM3Omi8Jxs7MlbNuWjIYGLF5cCS8vQ0RRZMiQ0nvx7p0hq1frYW2twbx5b8jPl9Kzpy3e3qZMmCB7zhYv1qdSJW3i4gpZuDAaa+s0Vq0yVTjX5s2fSUwswtFRh65dv86NXsy6dbFERmowYYJsKjo1tZBt2+LJztajd29nXr7MwtTUjM6dXalRo5Q8PHqUSVhYPg4OBpib61K3rh2Ghoqkq2VLW9q0cSMwsID792Xv6bhxVREEDT59ymfGjFfs2dOAgQNduHgxifbtH5GaWjpgq1TJgCtX/BkzxhV9fQ327ftEy5YPSEsrIiSkGb//XgdbWx2Cg7No0OAB48aFU7euKTdv+rJqVU3at7cmO1vC77/H8PBhCuPGVWb+/OrY2OgSG5tPz56P8PG5zePHaUyZUo3w8A6sWeOFk5M+z5+nM3HiExYtCmPTpoYsX+5FnTqmREfn0KtXAEOGPObNmywEQaBBA0vWrKnHokWemJho07ixJV93WXFx+Tg7X6ZTp/skJuYzfPhwNm3awfv3MYSEpHP8+AeCgp7Tpk0HpedTU1OToUPHEBYWTm5uPuvXb1XapgQ//xxOs2aX2LAhTIFg//STt5IoAyVlvEN4+TJNIUaie/fSQkvp6QXMnBksD3I8ebK1AsHOzi5ixowguna9Tnq6LE2fKoJ97Nh7Fi9+Jg9yVEWwly17zoEDUWVKiisT7FmzguVBjqdPK1eoDA9PZ/bsYHmQoyqCferUBxYtCpEHOaoi2CtXvmD37jfyNH2qCPasWcHyIMczZyoi2DIF++nTFI4cUc6OUoK9e9+yZ89btLU1VCjYaYwaFSC/LlUE++zZGCZODJQr2BUR7B49bvDgQSLffutWLsEeO/ahXOktS7AjIzPo1OkaffrcVLBSmpvrMnWqB8uWNcTNLZ2+fc1o0MABZ2dT7O2NcHAwwtnZgFq1LOjRwx0PD0vq1LGladM2vHtXlSNH3ssVbFUEe+bMIHmQ46lTrXFwMJQr2K9eZVCtmomcYMuu7bZcwS4h2AcPRjF69AOqVzf5MuOuWsFety6M5s3tOHy4fAX78OF3zJwZDMiEz7IEOyysNMjR0dHwv5pgw/9Rki2r/OSttHzgwCoUFUm5cOEjI0cGULXqcZYtK53CPnmydbmVHFNTC5g8uVa5FpFFi0JwdTVSyoM9bdpjeZDjoUMtsLGRTT0dOBDFmDEPqFzZiJ9+8mby5NIHNiIig+bNLxEZqegN1tCQ5V6eMMGDIUOqfSHZiaxcGc68eS/ZsSMGX98hmJmVjbQtQFtbRgbd3Iywt9cjIaGA/fuD/tK97NjR8Ut73yksj4hIZ9iwB/IS4gAfPpSS5cLCQhYt8kRTU+C33yIJCUklI6OQ/HwZEezSxYnevZ0xMdFiyZJQlWS0BA0b2lGrlgOamqZs2FADe/unuLiEsGPHR4YOvUdeXvGX2YibXL0ai7a2wJw5dgwYkIuVVTEbNrxj8uTL9O3bS+G4aWmFWFiYYGhoycKFMfj43OfMmUwiIws4cEBxUOHoaEDt2mbk5BRz/36SwrrVq70BuHtXln3Ew8MUKytdPn7MJTRUufiGvb0Bzs4GZGQUKU2HA1SrJutwyqrmJSixmnz6lCcn+6am2jRtaouFhaLq3K+fzOLwdWaOwkLZ1Ka2dulzXFBQILcRZWbKrCjGxhVPhD1/nsndu6kqS2Z/TbL37/dUULt37oxFKoVq1QyxsdHl4cN03r/PY//+eB49yuTNmzzCwrIVMrCsXJnAiRNZtGtnw4wZsudyw4ZCAgOlGBlBaKihXN1/+jSPV68MqFrVlJUrq7NqVSKurum0awejR8uU5yVLPpOXJ8XHx4iGDUunhHNyJNy9m4uOjsDixW5K7/u+fQlkZ0to3tyU2rVlROX06QSKi0WaNbPAxkaXO3dSefs2D3NzPYX9U1Jk99jCQgcrK12ePcvg2bN0hcGWpqaGfOC2fXsMAFpaGuza5Y2OjgaPHqVx82YKa9a44+Wlz6tX2fTvL8tdWwINDYEJE9wICWmOj48ZGhqatGkTxMKFbxk61JnIyFZ062aLhobAb7/F4Of3kL17P9KkiTmXLzfm0SN/Bg925P79FFavfsPWrdHMmeNO//5O2NrqEhSURvv2AXz/fTBv3uQwbFhl3rzpzLp13lhY6HLq1Gc8PC7z9m02wcFt2bSpHm3b2rJ3bzSenpdZuDBUbnm6dCmOzMwiHj0qf+B/6VIijo6X2L3bkbZtR9O6dV+GDr3ByJHPgfG8eqV6VgjAzMyCUaNGEhQUUu42qqqzGhlpKWXtgNI0fT//HE6DBlacPNmKNWsa0qKFHQMHyvy7JQr2sWPRdOniJM+DnZGRx9GjUQwefJcqVY6zfftr+XHLs4iMHv0AEFi0yLvcIMf168Pw9rYo1yLSp89Njhx5T+fOThUq2IGBiXz3XZVyLSIjRgRQVCRh3rw6Ki0is2c/YfXqUDw9zdm7t2m5HuxDh97RsaNjhQr2smXP2b8/Sq5gl1e4pETBfvo0hRUrlC0i3bvfICUln969XVRe14kT0Qwdep+qVY2V8mAXFhZRWCgjw8+fpzJ8+H3S0grp0MGRVasaKBHsEyeimTw5UK5glxXOIiJkfvDExHwMDLQUqgSXoF07J/r160JIyB7Wr2/HL7+055dfOvDrrx3YtKkza9a0Y9myVtSpY49EImXMmEvk5tbD0bGoXItIjx43OH78A127OitYRGbMCJIHOe7Y0VSuYPfte5OaNc0YOLCy3IN96FBpkGP37i4KfKXk95o+vTTIccoUjwotIj/88JA6dcxZtqyekgd7zJgHaGtryIMc/5sJNvwfJdk5OUVKPmIdHQ06dnRixowgvvvuLsePRyuUBT9zRplg37hRahHp1cuFBQuUFez160PlFpEpUzyUghwvXPgof7hLFOxDh0otIr17uzJxoiLB7tbtOqGhaaxbF1rhdR486E+nTo5oa2sSEZHN1auJ7Nz5HhsbMywtBfT109HWzsfKSp+uXZ0JDu7Gxo2NEUUHtm17/JfuZd++rjg46JOUlM+gQXd5+FBWJnnYsAAePEhU2DYhoTSPdVxcHBYWeUyeXAs/Pzu++eYeDg4nadHimnybX35pgCAIbNv2lqNHlSsOlmDPnveEh+eTl6dLcbEhJbFMq1eHEhycTJMm55kz5wnJyfmYmWlTWLiDGzf+IC0tnM6dZa+Ajk4nevceoXDc7t2DWLs2mpwc5En9LS110NfX5MWLDOLi8r7a3gkfHxsePlQkA35+Vnh5mWFrq09oaAYaGgJdu9pTu7Y5N24o3qMStG5tg4eHGT/99IZRo0JJSytVNapXN8bPzxLNMt8WWc7oDyQkSNDV1adXr6c4OFwjM7MIExNt7t1L5flzRcJuZiZ7nr+OfC8uFmna1EYh/WNcXBxxcTL/bnZ2Mb6+JjRurDrFYgnCwmSDAA8P5U6yUqVSwt+smSmtW5faPqRSkaCgdDQ1YeRImcrl7Kw4QJBIYOnSaN6/l/0G798XsHatzF6yYIE9mpoCERFFXLiQhZmZyP79+nh4yG6YKIpMm5bI48dFdOtWBUNDbTZsSObBgywWLdJFQ0MgOrqQ16+LMTTUYOlSRb/1rl0pXLiQi7+/PW3bKgZ0iqLIjRvZ+PiY8cMPpQTiyZMCvLws6NNH1rE8eCALkG3eXNHuUquWOY0aWWFuro2Ojgbm5tpIpSgo0RKJyNChzmhoCERF5cr987VqGfPzz568epXH8OGhxMfHs22bMw0bmvH6dT59+z5TiiWoVs2Ie/f86NLFFkGA5cuj6NIlmPT0YtaurUFIiB/Nm1tgbq7J99+H0K7dI6KicvDxMWfPnnrMm1edunVNSUoq4MyZeHbs+MC+fQ1YtcqTVq2s2bfvI15eN5g58yXFxSJTp1bn1Cl/unVzIDOziJkznzNw4CN69XJi//7GDBniSmGhlMWLwxg4MIhr1xJYs8abBw9a07OnA4IgwdJSB0GAzp3tuHy5CSNHutC+vQ2iCBcvxnPsWHWqVt1DcnIYurqF5OTY0LHjcZo02ceqVYFERKQoDdqbNGnGy5fhJCerjpPo1ctFKY93ly7OSqRXpuAGySs5zplTh6ZN7RgxohqnTrXGykqPtLQCeve+JVewV6xoIFewhwy5y+jRjzh37qN8sAsQFNRF6VwdOlxhzBiZRWTo0KoKuYFL2jJ37hN5mr5Zs+qoJNjffHNLrmAvX15fiWBHRJRaKZo2tWPNGuU0fWfOfJBbRAYPdmfqVE8lgr1o0TP++ENmEZkxo7ZSld2srEL6979NYGASDg4GLFtWv0IFe/36MOrXt6rQInLwYBSLFslmShcvrsvw4aWk9tWr0uvy8DBn06YmKgcOJRaRjh2dFAg2QGJiKomJqbx4kUrPnjcoKJDSt6+rSgX70KF3jBwZgIeHOfPneykp2KNGPUBTU6BFCzsOHGiuVPm2BKNHDyYm5jP79m2XL3v3Lo03b0qfXYlEytixF9mz5zm6uhpoad1TItgpKfn07HmTFy/SqFzZmJUrGyh4sO/dS6BfPze5gn3/frzcIuLubsLPP5d6sNesCcXCQvdLkKNqBfvlyzSMjLQqVLD37Cm1iPTq5aIyyDE0NJ2mTW3+vyDY8H+QZOfmFjNw4N0vUw0GTJokM9J37uyMqamOUtlpkPmhvs5nevXqZ4YMuU/NmqaMHFmNVasaqFSwt22LxNnZsNwgx2rVTFm3rpGCB3vVqpdYWemxcKGygj1rVhBJSfm0bGnHzz8rlw6/ePETMTGy6UxjY1mU+uLFtRk0qBItW1pRvboR7u4mVK6sh6ZmDubmGaxa1YDVqxuioSF7wfX1ITZWqiLnpjIsLfWoUcOUJ09S2L//HQsXhgAyX3WJp7QEXyvvABMm1CQoKJU3b7LJzZXw+HGKfHDj4GDAwoW1v2wXTHJyvtL+AP37uyidy8JCkzNnfPH1taF6dVPS0wsZN64mkycLtGlTncDAJ+zde4Rdu+bRvLkztWu7cPLkJ4VjtGihnHaufn1TevRwxN/fhnv3khXWtWnjQGBgFgcOfFZYrqWlQf36Vty7l8axY7J13bs78/JlNrt3KyriEonIjh0fuX8/j7AwKceOJbFt20cCAkor31WrZkxAQAqnT8fKFc4xY14watQLXrzIpaBAQCKBjIxiBEHAwkKmEKekKKp52toaeHmZYm2tnL/63r00XrxQVspBlsf7wYMUhWlzVUhOFmna1BZvb+VS6mVJzvz5ihX47t5N5fz5BDw89GjVSkZCvybZANOmVaJqVZkXd+PGZBo2NGLAAHOaNDFCFEXGjUvn5s18+vaV0r176fNx6VI2t2/nYmGhybx5VvzySzI5OVK6dTOhSZOSXOJJ3LiRR9++dtSqZSDft7hYZP162cBo3DhrpXf++fNcTp1K580bCT17Wn25XxJ27EjlxQvo2VNGBh4/LsDd3Rxf31KSLisSk0FQUI7c4tOwoS3m5sZ8+iRTuMeODcPa+gbFxdCjhwMBAZnywFyAkSMr4ednTnx8AevXv8fKSoe9e73Jzi7m4sUkhg17qaCK//JLDMuXR7NoUVVu3fLByUmXtLRi6tYN4MKFRDw9jbl1qxGjR7tgaanN9evJ1K9/l82b3xMWlsmqVa8JD8/i228dSU4uICwsk3btAoiMzOKPP+oyapQrxcUia9a8YcCAh5w58xkHB31On/bnwIHG1KljxrFjn6hd+zIBAcns2uXDvXut6NLFgVOn4mjXLoDBg4OpWtWYkyf9iYxsT48e9mhoCFy4EM/33z/FyEiXQ4caERPTgZ9+qolUCsHBuWRnd0YqTcTK6h1FRWE8ehTH7Nl3qFlzB23bnqVNm4sMGXKHefOCuXQpnXbtRlG3bld69vye3bsPywl3RkYhM2cGEx+fp6Bol7V+lPx+kybJMonY2emrLAudnl5Ar16y4LLKlY2VKjmWBDWXRePG1lStKuuX3r7NZO3aUGrWPElgoOz706VL+aXSL1/+jL29frmVHPv0uYlUCq6u5Xuwu3a9jru7SYVBjhMnBlK9ukm5QY6zZz/hzJkY7O31yw1y7Nv3Nvn5EipVkqVCLI9g//jjE3mQ46xZtSu0iIwb9wgLC12WLaunkMc6PDydb7+9jbW1XrnXdeJENEuXPsfCQkdJwS6LqKhMeZCjh4cZmzY1VmkRGTdOlre8c2cnpk5VJNjdul3n5cs0fHysKyTYADo6OvzyyzJmzZpHfHws796l0bLlHlq23MO7d2lIJFKGDz/LnTvRODgYc+FCf9LTXxATU9ovpaXJnkM9PQ2qVDHm3DmZgv32bWmQY6NG1qxb10iuYC9Y8AxBEBgwoLJSmr7377OZMqVWhUGOoaHpHDxYcSXHzZsjMDXVVqlgT58eJA9y/OUX5QHRfyv+T5HsspUcY2NzOXmyJYsW1eXp025s3iyrMNiunYPSNHjPnorez9WrXzJw4B2ys4tp0sS6XIK9atVLEhMLWLTIW0nBtrDQLTfI8cOHHCZNqqVEsLt1u86jR4kMGFCZAweUI59Pn/7A4MF3v3j4ZJ2ymZkOnp5mdO/uyIQJ7ixbVoft231ZssQVW9trNGgQQ9euleRqpo6OJs2aaWBoqMm2bYrZHr5Gie/w1q3SWYHg4GREUaR3b1ciInrSv3+pNeXDhxzy80tnB5KSCmne/Dr5+aWKjSii4JUfMaIqHTrYU6OGCbNnh6hsh7OzAb/9ppgvvHNnM2rUMGXrVl+2b/fnzp1ODBpUladP79CxY3v5doIgMHlyYwIC8tmyRdHysmhRdQYMUOwM6tUzpUEDK+7fT+PSJcVBiK+vJaam2kREZPHunaKP/NtvZarN4cOfEEWRtm1tMDXV5vnzDCIiSsnsiRPxjBgRytu3eUApGbK3Lw0MNTXVwd5ej/x8CTExsiwfnTopF2Np3NgMY2MtLC118PU1xdJSQyGdYlZWMc+fZ5CVpZjG7Otn+Wvk5MhsB6psICUoKJBy+XIq9+9nKmRYKUFioozwGxhoKKjYAPv2yUhj16428ueyrPINsGhRZdaskfn0oqML2bw5hYcP81i8WKZ8nzqVx82bBVhaarBiRen5i4tFpk9PoVEjQ5YutSY7W8q6dRk0amTMkiWygXRsbBE7d6YiCDBjhqKt5eLFbFxcDGnQwIDu3c2UrmvvXhnx6d/fEh0d2ef12rUMCgpEfHyMsLHRJjGxkPfv84mLK6JGjVKCVVAg+210dTXkv4EgCKSlFfPpk2yAmZFRRFpaEdeuJTNggOxaf/stRj5o0dQU2Lu3Dm5u+sTHF3P1ago1ahhz8WIDDA01efEim7n/j7z/DIsiXbs/0F83Tc4SFBAFVIwooogBxJyzYxp1zDmHccyOYw4zZh11RseIOccRVFAEwYCYQEQUBZScM93nQ9nV1DS4937P+57r+u9zf9Juurqq+qmq9axnrXUvefv1vBUwb14MP//8jvHjX9OqlQVPn7bB1laPjIwSevV6zM8/x6BUwqhRjrx+3Z6RI6vj5mbG9OkvGD/+GX362FFUpOTEiQRcXEwYM6YmenpynjzJxNs7kI4dbaldWzjGy5c/06/ffQYMuE9iYgHff1+TY8da0rlzVdLSihk58iEzZ0bg7m7JuXNtWLeuIQYGco4ciWf06CecOJFA7dqm/PFHM9686cKYMTWpXduMLVvicHW9w82bKfz4Y13evevJsmUNMDFR4OrahtRUH4qLzTEyukuPHjZUqWJAQQEEBCRy6FAMa9ZE8OuvL7hwwZ3c3I1ERIxn9+40GjWazahR2+jbN4DTp9/Ttas9QUHdWbeuGaNG1aZTJ42WuHwnx8TEfPbubV0hwFabHFNSCrl0qaOWybFHD1uqVJFef/371/wqEbyGp+dl1qx5JnZxNTfXlaRSqPdFbXJMSspn9+5W34zpS04u4OLFijXYaqbX0FBHzIsuX2qTY3Z2CX361KgUYO/bF01SUgHbtnl9M6bv8+cCLlzo+E0G298/kWrVDL/JYB87FiuaHEeNqi0BbOrjio/Pw9nZtFKAPXHiA+Licpkypd43AfbatZFYWxtUanL083vHb7+9xMxMl2XLmkgA9ps3WcydG0ZyciHt2lVj165W3wTY6mre3J3vvuvNuHEzad/+EPHxWdSsaYGlpQHjxl3i0KFnfPyYzfHjA7C0TEVHR46lpTBRK29yTE0tkpgc+/S5hbOzaYUmx6dP0/nhh1oSgL116yvR5Fg++UP9e/3881POnfsgxvT9K5NjTEw2S5Y0qZDBFtJEXP6fYbDV9f83IDs/v5SZM0OJjEzH1taAS5c64epqAYCzsymGhgrev89h4cLH5OaWSvKB+/atgUql4uXLDHr0+Jt16yIpLVUxYYIra9dqA+wNGyK5dCleNDkOGOAEaAB2dHQ2aWmFEpPjsWOx7NhRfsBqBpl6ppuSUkibNlXZvNlTC2BfvhzP+PHBlJWpGDTICXPzirvrgRB5tH37fmrUcMDcXPtmVq9eMXl5evz553OSkys3HR4/LjDX5VdeMzKK+fBBYDirVTPi+HFfrl3rJL7ftatGDpKSUlyhqfHly0zx33K5jC1bmvHwYRp//hlLYGDF7PqwYTUl2uLevS0AAaSoZT65uXncvfuAXr36Sz7brZs9JiYKnj7NJC5Ow87K5TIOHnSnfXsNo12rlhEdOgjA6/btFAkjq6srZ8SIGrRta8vNm1IZSPv2NnTqZIOFhS6PHmWgr6/DyJGOeHpWYfr057i53WX8+Ge0b19FZGfLN9ipWVMzHpVKFa1a2VKjhgW9e4fRsOEd2re3Zvx4KbOmPh/6+jrExuby6lU2SUma1QD1ikFFYLlJE2vq1Km40UxeXhnu7lZiN82K6uXLPEpKVNSta4SZmfb2X7wQzrO7u6nk+ikqKiMpqRB7e31GjNCAGLVpFGDJEidWrHARP/fbbymUlcGwYRbUqqVPSYmKxYvTadNGwbp1plhZaW7IR45k8/p1CSkpZYwbZ8HatakUFalwcdGjcWPhHO/bl0XLlmaMGGFJgwZScL9zZwZ37xYyYoStlmZSqVQRHKzE29uaESM0YyY8vIS2ba0YOFCYTDx/noeBgRx3dxOJVKeoSEn79ra0aaMB9jVqGCKTQXy8cPydOwvs+IMHmfTpY0u9esZYWxsRGJgpfqZmTUNGjarBmzcFbN/+kQ8fCvD0tODixWa8e1fM+vUf2LLlA05Ohpw544ahoZwDBxKZPTsKQ0MdLl1qxrp1rsjlcP16Cn36PCYrqwQbG30OH27KTz/VompVfUJDM7l1K51ffqlPs2YWPHiQxuHD8UyY4ISjoyGfPxcxZEgYb98K17iZmT7GxgrOn09g3Lhw9u2LpaCgjOjoUlq2tMPT05odO97h7h7A48eZLFxYlxcvOjFggAN37qQzbNgTBg16TEpKES4uxhw40IxduxrTtm0VUlOLGTv2GWPGRJCVVcovv7gRF9eT7t1rYWAgp6ysGfn5I8nIKOP27ZEcPNiOGze68ccfPvz8swfNm1vTrJkVhoY65ORAXFxtVKpBXLpUlcLCMhwdjdmwwZOaNU2ZPLkeW7d6oVDIxd994cJH3Lv3BUNDnUoZ7BkzHhITk42zswmXLnXCwUE7pu/IkbeYmqrEtBSZDPr0qUF4eAqRkRn8s/z82mmNwSVLHnP3bhL6+nKOH9fOH87KKmbmzFCio7Mqjel7/TqTFSueimbAY8faaT1zzp17zx9/vBFNjj/9pA2wV6x4wu3biaLJsXNnbYA9Y0Yor19n/ouYPo3JMSEhnz17WlUKsI8cecvPPz/FyclEq9X5q1eZLF/+RDyuP//UNs2dPfuejRufiybH8qC4fEVGprN06ROSkwtp1MiiUoA9bVoIMTHZLFjgpgWwe/f2JzIyjcGDnf8lg/3PGj58Ardu1SAjI5FmzWy4cmUYS5bc5u7d9xgZ6XLt2vf4+jqxdOkyZs+ehKmpCRkZRcyYEUpMTHa5mD7jcjF9hYCKkyfbYWys4N69L8ya9VA0Of6zk2NKSiFr13pUymDv2PGamjWN8fOrnME+cuQtW7cKoQhr1nhIdOrlTY6tWtny668t/p8C2PD/JyBbkIgEcvbsB3Fg1a1bcaOZv/9OZPBgZ0JCerFlSwt+/LERly7F4+V1BW/va4SEaExtlTHY69c/59OnPA4caCNhsOfPD+PNm2zq1TPn8uXOEpPjjBmhJCYWaA3YqKgseve+Re3aprRvX61SBnvGjFDq1DFj3ryGLFnSBJlMxtatL7l9W7uhy7Zt+0lJSWXmzJmEhT3VysWuUqUYJ6ccDA112bSp8gzZ5s2tqFVL+4Z49apUdtG9e3XGjhVYx8eP00hKEtjXBg1MePCgKx07Si++rVujJP+vV8+cxYuFc7Jy5XOKi6UpGeo6fLil+O+0tPeS9+7cuY+3dy+GDOmHg4MUjBoY6DBqlAs+PvZcvSoFx3p6ci5d0uTa3rqVQuPG5nTqVBUHBxPevJFOElq3tiIoKINTp6TnXaGQ4+ZmTlhYBgcOfCAwMJXAwEzCw3MICEjjxYscbt1KwcZGn8BALwnDqasrw8pKmCgEBaVRrdrfnDuXSnx8MS9e5PLqVS7v3+ezY0cj3Nw0v4cakIGQKAEQH58v6nJ1dBTY25tgZCSV2sjlMp49yyMqKr+CswxpaSVERGSTm1vx7wDw9KkpZmYd6dixWYXvR0QU4exsRYcOUhlWQEAa16+nYmOjR716mgf/yZOaydXq1bXFf6eklHLmTBZt2xqxYIEATo8cySU6upSUlFLGjtVso6hIhZ+fwACuWmXF589lPHokaN2XL1dLO5Rs355FYGAx06ZJWey3b4u5dSsPAwMZP/ygLSt79KiQsLBC3r8XzJLqOnUqh6CgEtq2tQDg2bNSioosaN5cuvogl8u4cyeHhw81Y6pBA3N0dIyIiRGY/65dralZ04KLF7MpKVExZIgj9+7lsm2bsBSsUqno2/cFK1fG06SJCfn5ShYtikWpVNGxoxW//y4Y9ebOjeHChWT69rXl9u1mdOtmwe7dH+jUKZzMzBIWLqxFQEALYmPzuXYthZYtQ4iJEfarV69qvHjhy8CBdjRubMLy5a9p2tSCkSNroFSq2LXrHcbGOvzwg/Q6y84uZepUV0aMqElgYDKTJj2iWbNA4uMLCA3NYuxYF5o0MSc2No8OHe6xfn0MNWoYceZMC7ZubYSJiQ5nzyYxfHgEly59IT29mB9+eE5qahl//dWEzp2tOXz4E02aBHLqVCLW1gZs2uTOu3e9mDGjDm3b2hISYkrTpn+zdOlLHBxMGDeuLitWePD776159Kg3ubkjePasH+vXt6Jmzfc4OgpNUq5d61xhTJ9SqWL27Ifs3/+G0lIlJ05oG/DUDPaVKx/x8rLWkoiAppPjkyfp9OzpQFhYb375pSlbt3pRrZohw4a50Ly5tIGUnZ0hXl6aMSrkYIfz++/RFBSU4edXuUTk0qWPeHhYVQqw+/Txx98/kVGjalcqEZkw4QEhISmsWtW00hzsHTuiyM4u4ejRyiQid7h4MR43N8tvAuwlSx5z+3aSaHKsrHHJkSNvmTnzIampRUyY4KoFsPv08ScgIKnS41Iz2F++FLB8uXulDHZkZDrLlj0hN7eUFi2s+f331hVKRDZufI5KBcuWSdlZNcBOTi6kWTMbtmxp8R8B7Pfvcxgy5D4lJeZYWCiIjV1Ft26/smfPI2QyGdeuDcfX14nAwL959uwFY8d+LzLYV69+ok2bqhKT46JFj0WT46lTHTAx0SU4+AtDh94hL6+ECRNcRQb7zJn3oslx5swGTJminWazbNkT0eS4enWzbzaamTlTAPEbNzbXYrD79w/AxcX0/xmTY0X1Xw+y1Qz23bufsbU1YOfOVhUC7KFD75KQkE+LFtZs2uSJmZkeo0fXISwslU2bXhATo5EwyGQQGztQC2Dv2vVaNDlu2eJF375CO3E1g33p0kfRSa5msE+fjhNNjnPnNpQMWLVEJCWlSIxeqghgjx8fTFZWCX36OIoAe/PmF6xcGcHIkYGSOLe7d4PZt+8wp06dpl+/wdSpU4vdu/+SbNPLqxmlpZfQ1zdi8+YIbt2Kr/Dc1qtnQVRUf44da0vDhhbi69OnP9QyFv3xR2t69qxOXl4pixc/Ed/38rLG378jAQEdxdWDJ08ytPTbCxc2pH9/R4KDU9i2TdoSXF1Vq2rY3iNHBMY8IyOTadN+YtaspWzd+iv79h2u8LM+Prbcu5fJiROJWu+ZmCho315gIbOzS5HLZdjYGBISksm1a1JmvWfPqujqyggKStPqqDd2rDAejh//xPLl0Tx/LtU8V68ujAl7ewMCA71EHXJJiaZ9ekxMHikp2kkJjRubYWCgw6VLnpLXs7NLWLbsDWlpOujqmtG582P09W9y4kQiBQVlJCYWiaZOdam/q6JAF5VKJWq7rawqXy158QKys2U4OGi3jQd48iSfuLhiLa31uXPC+fxni/UHDzIBOHhQuiS5Z08aSUmlmJrq4OZmSGmpisOHBZZ8+XILCdv8119F3LqlR58+tgwbZsqvv+by6JGcKVOqUr++sJ9Hj2aTkaGkZUsDvLyk+3b0aB6tWpkzZYpgBPxnXbki/J79+mnY+U+fSnj7tgRTUzkeHsL2oqOLUKnA2Vl6btRpLuUbmDg5GVBaquL1awHg2tkZULWqHgUFSm7dymDyZHt0dWVcvJjKu3cFyGQyGjQwQqWCnBwVLVqYc/JkKtu3CxPf4cPt2LixNj4+FgwZ8pz79zNp2dKcrVvrUbOmIaGhmfj4hJKQUEC7dlaEh7emUSNhMjllygtCQwU21dpan9OnmzFyZHX09eVf27GncOKEJ3XrmhAUlKaVwAPw668xTJlSi7/+8sLQUJ+sLM3g27cvntBQX378sQ4tWlixaFEU3t7BxMTkMXFiTZ4/b0efPlV5/DiHvn2f4OZ2n8jIHF69ykNHR4fjxz3o06cqWVmlDBnymBUroikqKsPOzpDt2z04erQl06bVRldXzunTH5kz5wkTJz6U3B/lchkNG1oyb54Hgwbp0aTJXUaMcNECxSCAiZUrn3LkiGBy3L27FW3bSsFEZmYR48cHiybHbdtaam3rxYsMhgy5Q3p6Ec2bWzFunCuGhgpmzGjADz/U/jq2PvLokdQDUl7ml5VVhJXVcQ4ciEFPT8auXdpMb1ZWMZMnPxBNjtu3a3dyjIrKZPDgOyLTu369doOPy5c/imbABQuEOLt/AuwNG56LOdjbt7eskMGeOvWBGNO3Y0fLbzLYv/8eTVmZCj+/b+dgHzgQAwgmx/KATW1yTEur/LguXYoXj2vy5Hpa7Ky61DF9wcFf6N7dgYUL3SpksKdODSE3t4TVqz20GOx+/fypWdMEX99qHD/+nzHY79/nsGjRYz59EvBKUNBwunVbQVhYGXJ5KcuXN6BpU3O2bdvAqFHjWLRoJgUFMHbsfTGmb9s2L4nJ8datRL7/3kWUiPz440N69fInP7+MDh3sWbeumchgT5v2gKZNq3zT5HjmzHtq1zb9psnx+PFY0eQ4e3YDCYOtloikpBRhaalXYefN/1fqvxpkqzXYt28n0by51TcZbBAaivyzk+OQIc78szp0sNOKQ1u/PpKlS5/QqpWNlslx6NC7Ykzf5s1Sk+O0aSE0a2ZVoclx+fInosmxMoC9d69w85k3r6HYtnbfvijWrHmGTIbEVFlSUsKkSfM5dOgPnJyEm/eWLVvZufNPEhKSSE8v4tCht4wY8Q6Vyp527YThMXLkLWJitE2LIDC033/vQmRkX1avbiq+vm3bK8nfyWQyduzwomfPGhw5Es/161Iw26FDNeLj+2JkJFxIo0eHSLpk6evrMHFi7a/JA8+1kj3UNXy4AGRfvEhiy5a9tG7dE1NTM54/f06/foMr/AxAjx5V0deX8+BBBgkJ+SQkSLe/cqXAAIaHC+ehVy+Bhbx6NZnCwjKyswVG1Nxcl4kTa+LmZsbJk9JjbNTInB9+qImVlSE+PlWwsJD+no6OmkmCra0+AQEawBwVJQDHMWMctXTitWtrGpeU78AYG5vHzZuprF4dy7t3RZSUQH6+EpVKmCzIZMKEsXziRJcuYdSpE4hMVkJqaj41atxh+nRhKS8iohAzs7ssXvwefX1Dbt/OZt68NxIph7qysrKoXr2Ahg0rjl589UpgyZs10+xvaamK9+9VeHlZ07+/huV9+TKfjx9LMDdXMHRoVZKSSti/P4OYmEJOncoEYN48gdE7dSqPoKAievc2ZOhQzbZLSlSsXy/s5/ffG5CermT/fgG4Tp4sAA2VSsXu3UW0bGnG3LlSqYxSqeLPP3MJCSmmf38zMjK0Wfzr1wtp3NiIvn01YCEsrBAvL2OGDjUX85Jzc1WYm+vg6iqdpOjqymjf3p5mzaqKk9D69Y0xMpJTUG449u1rjaWlguDgHKpV02fyZHu8vauwZ4/gjVi6tCbVq+sjk4GDgz5KJSxc+E4E6vPn16RxYxOKi1X07fuMN2/yqFvXhODgljRsaIyVlR4+Pg95/z4fZ2cjHjxoxbhx1QkISKdjx3Bu3BBW82QyGRMnuvDggS9OTkYYGyuYNSuSXbvcadTITBKvqDmP0KbNPTIzyyguLv/QVHH/fjoXLnxm40Y3Vqyoh6OjAWFhmTRrdo/9++OpWdOQ8+c9WbLEBbkcEhM1K3Dbtn3AykqPCxc82b3bDV/fKvzyyxt8fR+I17KjozE7dzYjNrYn06bVJjw8lf373+LqepmdO6O1uvItWfIzUVFvuXr1Fv8sNYP9++9ReHpaVyoR6d//Nq9eZdKiReUMdt++QlONnj2rs2hRYy3AdvJkHGPH3qd1a1sWLXJj6FBnDA11+O67mpw9+54RIwJxcTkj/v26dc0rZbCfPEnD09O6Uga7d29/LC316NbNoVIGe/Toe3h52TB/fqNKGezNm5/j5WX9DZPjHR4+TKV5c2uRwf74MY9Tp+Ik53j16gjR5LhjR8tvMtizZj3k1asMNm1qrsVg9+7tj6ur+TdNjhMnBuPuXuWbJsfnzzWdHDt3dmDCBFdJF1iAM2fiRJPjlCn1JNJPNYOdlFSIsbGC48fb/scAu3dvf27cSGDoUGdOnmzHkiVPOH8+hebNrRg/HubPH4KTkzP+/gFs27aGHj16069fAG/eZIvjUDA5ZjFo0B2RwV60qDFnz77H1/caf/wh+Dbq1DHTMjkWF6vo1cvxmybH7OwSNm3y/KbJcf78sEpj+laujBBNjocOtcXA4N87R3FxOezY8YqpUx8wfvx9xowJYtSoQKZOfcDKlc/+7fP8v1n/tSA7L69ENDnq6srZtUubwY6LEwB2QkI+5uZ6FTaasbLS19Je9utXU/L/1q2viAz2uHGuEolI374B5OeX4OFhVaHJsaRERc+ejhWaHG/dSmTUqFrfZLAfPkxh5Up3CYP900+Pad3alt27WzF0qCa5ISMjC5VKRZcuvcXX6tVrxNixI1i16nf69g1g9uyHZGSUkJDgzbVr72nQwBwnJxs6dLipxaSUL7lcxpIlTfjpJ2HGvmDBYzHOT13OzqYMGuREWZmKRYs+kJoqjcTS0dHhw4d+2NsbEhqaxrp1LyXvd+tmT58+1TE2VrBtm7Qdu7qaNDGnXj1TWrbsxZkzl/HzO8zvvx/E3LxifbG6TE0VDB5sh42NHk2aBFG9uj+HD2uYuJYtLWnSRMi3fvcuj86drWna1JyHD7OxsQnA0fEumZkC0Pb2rsKzZ9n89dcnre/p0MGWuLgCrl1L5s6d1lhba8abubn0N65Tx4S2bYX9PntWAFBqnXjHjpqlYzUDrq4ZM5wAQcfbrZsNTk7/PM8y+vevipmZLioVFBdrwFB0dB75+WWoVALo/fixkNu307Czs0OhsCA3t4z8fCVFRQL4/e23eA4f1pYk/f33Sz59ekjDhtoAPCmpmIiIHNzc9HBz0+x7UFAWAQE5ZGTIJbF/R49mkJ1twuTJtTAw0OGXX1KZOPEzdevG8epVKa1aGdOqlSEqlYqNG7NQqaB3byN0dGQcPJhH796p/PhjDlWqyKhbV8533+lx+HAJjRsb0rOnAY0b6339/mIiI0t4/76Mfv2kYCgoqJBPn8pwdlbQurUe7u7xNGz4gcREQdf+5Uspjx4V8eZNCd7emvMdHFzIw4dFODjolnutlKwsPWrVkjLZCoWc0NAigoOLyM8XfpNatQyQycwICiojM1P4roEDbcnO1mX//jSKi5WMHWvHvXs57N37haysUkxMFOzcWZt79xQcO1bG0KG2mJjo8Msv7yktVX6VkrnSq5c1xcVlzJnzhtTUYhwcDAgMbElhoZK4uAJ8fB4SE5OHqamC3bsbMnq0w1dtZgTnzmkmkB4eloSHt0Mul/H5cxH9+oUye3ZtFi+ui5WVLjY2enTvXpWZMzX3osmTIyiTzFOEe+ywYU/ZuTOO9u2tiYxsx8iR1WnWzIKJE1/SvfsjkpKKsLc30Fp9efQoiwcPMpDJZEyZ4sRvvzWkRg1DHj7MxNPzHk+fZqJSqTh58j3DhwczdKgjoaFd6dLFjszMYg4efIeX1w0ePxYSRVJSPqOvb8iuXduZN28zu3Y9oKREuL4LCkqZOjWEI0di0dGRs3RpEy2AnZGhMTkaGOjw55/eFQBsAbClpxdha2v49W9ssLXVGIFPnnwndnJs374aCxY0Zs+e1vzxRxv69g1g/Phgrl79JJ4PX9+qjB3rKvmerKwi0eRoYKDDH3+0qcDkmEGfPoLJ0dbWkIMHtZnDs2c1nRy9vauyeHFjCcBWKpViJ0cdHTlz5jTSAtjZ2cWiyVFPT86+fa1FgN2njz+TJj3g0qV4kcHevTuK5s2/HdN36lQcM2cKJselS90ZP17DiKolImlpgnnz6FFtyYFaIlJUpKRzZ/tvSkT69PGnfn0L0eTo4CD9vfz83jFzZihubpYVmhyXLRM03L6+6pg+7fz1ykoNsNUM9tq1HixZ8oTjx9+hoyPj55+bsmHDKIKDrxAUdIkjR3bj5uYhxvQZGupw8KCPmCLSp08ARkYKWre2xcBAB3f3i8ya9VDU/svlEBTUXQTYx4+/E6Uvc+ZIdepqqdLjx6miyfFbEpE5c8IoKFAydKhzhSZHf/9Exo6t8x9JRO7f/0znzjc5d+4D797l8OVLAampRaSmFvH2bQ6nT8czZcrDf/t8/2/VfyXIzs8v5Ycf7pGVVYytrQGXL3fS6sr1/n0OY8feB6BFC2stBhvg1q0ENmx4jq6unDZtBGZNT09Oz57Vycws4vjxWJycTvH6tcBu/rPRjDqmD2T4+flKALaf3zuxk2N5gB0dncWgQbdFBnvduuZaAPvatY+iyXHu3IbMmCF01fr11xcigz1yZC0JwAZIT88QHcblq1atxly/bs+LFxnUqmXC6dPtGD26FtnZ5rx6lcqjR+/49CkLH5/rnDjxTuvz5Wv9+ubMnt0AQ0Md5s9/JJHZAIwa5cK4cbUoLZWzaNEzUZ+tLmtrA44ebU2bNtZs3vwaf38pgPvtNw+KisrYsOE1T55oN6fw8KhCVFQOX77U5OXLKNq166r1N/+svLxSunUL5ciRBJKTi0lLEx6m5dua6+rKqVvXlPv3s9iy5T0eHiE8fZpHbq6S3NwysrNLxZSUfv2qYWmpy9OnWTx6lMGdO2nExgos4pAh9lhZ6RIVlUtxsZL7973FSdzp09pSlQULhN/Qz0/THVJPT865c80xMBAu33/mXzdvbo69vT4JCYWYmio4cEAa79W5sxU2NvqiIbH8cc6a5aS1Dz/95IK+vj5du9pKJgUApqY6jBghvZlmZ5eSkFCMvr4MJyft6L1btzIBcHTUl7B2Z88KAGfgQGvx4a1Uqjh+PIPSUujRwwIAfX2NnEWlkhMSUkzjxnEEBOSjUqmwtZUxcqQAaP78M48rVwrZti2bJ09yqVtXxefPZWzYUMLDhwrmzdNcD2q99sSJxpJGPABHjuRRu7aCadNMiYgoJj6+lIyMMqpVE/b/3r0C5HJo29ZQ/F0AwsOFSYanp3AeyspUJCSUfj1+7QesmZmwvawsAYEqFHLRfBkRIexf3bqG1KtnSGZmGXfuZOPubkK7dmbk5JRx+LAwse3Tx5q2bW1IThbOl52dPidOpLB580dxu35+jWjXrgrXrqXRr98zCguFDGp/f0/atLEkKamQWbNe8fZtHgqFnAMH3FiwwJnq1XUZNOgxR49qJpHW1gbcuNGGYcOqk5tbypYtb/HysmT/fg9yc8u4fv0LERHZJCZ2Z9myeshkKkxNoUEDI8aMccTHRwNUZsx4wS+/vMHERIfDh5sydaoTVarocvNmKo0a3ePFixyt3wfA2/uh2MzHw8OCR498aNfOitq1jWnd+h7e3rcYOjSYoKBk/vrrHfXqmXPjRnvOn2+Lrq6MJ08yaNHiJsOHX8HW1pmqVW3YuHET0JmlSz9SrdpW6tXbjIvLSR4+TMDAQF4pgz18eCCFhWWiybEiBnv69FBkMiHR6vDhtujr66Cnp4uenjAuTp6M488/Y74SGI0lMX2pqUVaHVwBdu5sJfl/VlYxI0YEkZ9f9k2T49SpIchksm/G9O3dG4VcTqUxfYsWPeb58wzR5FgRgz1yZCD5+aUSk+OnTwLAfv8+l6ZNq+DtbSuaHGUyGYsXN/6myXHSpAe0bm1Toclx8eLHZGUVlzsu6bP07Nn3HDwYI5ocvwWw+/ULIDOzBFNTBX/95Y2envT3UpscCwqU9OtXs0KT499/Czr3/4lEpHdvf2rUMKZFC2tOnmzH0qVPePcuR+zkqM7BrlbNlurV7cjIKGL48CCKipTlTI5GxMQIJF5SUgEWFnqMGVOH27eTtFae9u5tjYGBQmSw1R0q/2kEVTPYBw7EkJCQ/02JyF9/xYirFWvWeEjkseqGcWoGe82aZv82wL57N4lBg+5SvboR9vZGLF3qzsaNzdm61YvffmvBkiWNSUjI59y5eK1eAf/X9V8HsstLRFJTCysF2L16+RMRkY6bm0WlAHvEiCCePElj+vR6XL7ciXPnOvDzz+5MmvQAV9dzTJsWSlaWAMjc3S0lAHvMmHvk5JSIMX3/NDkGByezeXNzLQa7d28h3q9LF/tvxPQJy3XlTY6bN78gICARuVymxWCrKyMjCwsLC8lraWn5rF37GYVChaurGZcvd6Z9ezvWr2/KwIFZWFiko1DIGDnSFX19OQsWPOLHH8MlUXD/rI0bmzNgQE0ePEimY8ebvH8v1R7v2NGcXr2q4e+fSLdut8S4QXW1b1+NTp3syM4uYdiwYD590gDxWrVMGTdOkLrMm/dES/vt7W2NsbGCZ88yJZ/7VqWlFXPrVorW69WrSxngfv2Em9jVqylipJq69PXlko6F3brZoq+vi7f3Qzp0CKNXr8eAYLKcN68WCoWcPXs+ULeuCcOHCykaBQVlWsfTpYs13btbk5paIsmtNjPTpXt3QSJRvlENQPPmFiQmFnHliqBvbt/eiokTNY0fhgwRboA2NnrY2OhJlsknTHCUMOoNGpgwYoTwsNTVlTN0qNSouGlTHS1ddVRUPq1aWdKxY5UKu5ZFRuZjYqJDly4W4mtKpYrHj5X4+FgzcKAmmSM0NB9zcwU1aujh7S2AA3t7bXCqpyfjt98yiIwsYP58MxHompmVv8WpuHQpj3bt0khOVtGkiZx27YRjTUxU8uefSho2NGHCBCkgKipScfZsHm/fltKzpyEBAfkYG0O/fpp0kBs3ijAy0qNXLw2AUSpVfPkio3lzY5o1E1jr5ORSGjfWx91dXwLG1dWmjTnNm5uTman5Tby8jHFzMxbNjwDffVeFJk0MuX9fGBPz5jnQvLkx27cnoVQKGv7t22vTqJERT5/mMnWqMMZWrHjPq1fChM/ERMHevfWpXl2f4OAs5s59g0qlwsxMlxs3mjNsmD3Xr6fSsWMY8fGC3nvDhnp89509SiX88MNTDh/W+DX09XU4etSTFSvqcetWMoMGhWFgoENQUFvs7AyIi8unb99HjBpVk/v3fWnd2pJXr7I4ezaeWbOcSE7uTMuWll/3M5phw57w9m0egwfb8eKFN92729CwoSlr1ryjfXtLFIoyQImJieY8tmgRIsqXbGz0uXnTCyMjFYWFOTx4oLnG1d1nZTIZ/fo54u/fkblzBUmYv38WurqL+fXXvxgzZigNGpiiUBSjVDrw5YsDhYUKEhPjKCvbw/LlkwkNfSxuVy0RCQlJQS6XfdPkGBmZIRq6KurkOGXKA8LDU1m92kMrB3v4cBeJDwbA09Na8l3CvgRw/34ypaVKLl/WjulTmxyfPcugbduq3zQ5hoenfTUDVgyw9+17Q3h4Cn5+vpVKRIKCksnPL5UA7N69/bGzM8TDowpnz3Zg1apnREdniSbHbwFsNYPdtatDhSbHwMDPDBvm8k2TY3BwMqtXe3wTYK9Y8ZTMTKGTo/B7SZ/LJ0684+jR2HJMr+a5/uZNFv373xYZ7LVrm/2PAPanT/mUlqo4ccL3K4MdR2RkOmfOdKi0k2NoaAp6ejIxpu/t22wmTXpAWZmKNm1sOXmyPf3716B9eykoNjDQoVu36pw9K2Sgq4+rvG4ahHvc2rXPRJPjwYM+3wTYc+aEERKSwpYtLbQY7D59AqhRw5hu3RzYtcuDly9fEBBwj7Nnr/Dnn8fYt+8I+/cf5c8/j3HgwHEOHvTjxIkLTJt2he++u01hoZB6deRIW7y9q1K/viW1aplRt64Fvr52ODkZU1ys5ObNb0cT/2/XfxXIzs8vZdGixwQGCibHs2c7VAiwZ89+KJoc9+3zrhBgz5kTRnGxkgkTXFm8WACy7dvbcfx4HLduJUpmQ6amCm7d6gZoGOzg4GScnEwkEpEzZzQtVVescNfqPqWO6bOy0uevv3y0APb58x9EBrtVKxsJwF6z5hmhoSn88UebCgE2CCbA8kz2ly+5dOx4mI8fyygt1eP8+Y7Y2QkpFPr6OuzaNRgLi8Ps2yfoon791ZOkpAI2b35Jr14BZGRU3BxGV1fOzp1eeHvb8vFjHsOHB/HunQYgGhoqWL26Ds2b6xMZmcGIEfdFTbO6li1rROfO1UhPL2LRosdii3CAJUsaUreuGaWlSq5elTZ+0dfXYdgwR9q0qcKZMxUbNv9ZNWoYceRIUy1A+E/w2KOHDW3bWmJlpUvPntLkCXt7fRFw9e//BD+/LxQWqigqEkCzWmsOMGiQPTk5pZw6lUhWVgl//umOlZUuhYUq0VhW/lw6ORnx5Usxx45Jme6DB5sikwnLeuXPX926phgb6xAfX0BKijCB+e03zQ3N2FjYFxsbPVJSiiUJKaamCoYP1zzU1q51RUdHRmpqKqmpqYwcqXmvRQszJkyQPkxB0G6HhBRiaWmo9Z5KpeLEiRzy8/Xo0MFCfP3x4wIePizg/XslHh4aoHD0aDbPn6v44QdNZradnfS6aNpUnz/+sOP69QL09WWMHq2RmlhYaIN8uVyBj48Os2friWDhjz+KKC2FevV0qF5duv2AgAKKi8HdXY969fQ4eDCbkhL47jsNYLlzp5DcXBWtWmnGzIcPpbx5U8qnT2VUrSps8/NnJU+eKFEqK2ZokpKUPHpUTEaG5v7SoIEJz58rCQ7WTEb79bPk2bMC9u9P+dqNzpLU1FLevi3kxg1hDNnYFNC5sw6RkXmcO5fKhAlVadnShKlTX4sNaezt9blyxZ2WLU05fvwT69cLK1UmJgr27GlIq1YWxMcXMnDgEzH+cflyV9aurYe1tR6//BIjYbTlchkrVtRn9mzBPzF0aDi5uaVcuNASY2MDwsMzadXqPnK5nBMnWtC/vz3Z2aWMH/+E9etjuXOnFQEBrXB1NSY0NIMmTQL5/ff3VKumz9WrzRg6tBoKhYq//07+ahBVUlZWyp499alSRcG7dwW0aPGAiAhhdUdPTwdDwzLKZ84DvH8vTQUyMdHl11+bER7eDQ8Pa0pK7Bgz5jMPH1rj5zeG6OjB/PFHS2bNsmfFCmOWL7dh4EAvkpK+MGrUdKZN+4mYmCTmzw8XTY4nT7arEGDPmvWQ9PQiunSxZ+tWLwnAzsjIxs/vFQsXPkKlgiVLGjN5srR1u1IpGAtfvsyUdH3t109Ic1GpVNy8+Qln5zM8fZqOvb0hp0+3p0YNqbHw9etMZs16KJocK+p4eOHCB3788ZFocpw+XdvkuHHjc7GT45EjvnToYC/ZRk5OCT/99Eg0OZ4+3V4CsN+/z6WwsIxTp9rzyy+CBvvp0zROnmz3TZOjn58wVn/5pamkK/LLl5mMHBkkmhw3btTuUHnpUjxTpoSIDHZ53XT5UjPYd+9+ZuzYOloxfRkZ2Rw9+pKpU0N48ECb6VUz2HZ2hrRv/z8zOc6fH05ycqHIYG/b9prjx9+JDHarVtKUooyMIubNCxNNjidOtMfe3virRMSfp0/TadnShpMnBZNjeHgqoaFSaWeXLvZcvvyRCROCad7cmuXLm1TKYP/660t8fKp+k8E+ceIdc+cKJsc1azwYPbqO+J5aIpKWVoSlpT6LF9vTpUt/5s5dzq5df3L16i1evIgmJuYd0dGxvHoVw4MHkZw+/ZbFi79w/HgWZWWgUERx4sQ4mjbtQJcug/nhh2kMGzaJjh0H0rChDx8+vANqs3Dh8X/7/P9v1H8VyB4+PJDDh99+HSCVM9jh4akMGFCzQgb7778FBlsulzFjRn2tmL5Fixoj/8dZ++47ZxQKOSkphcyYESqaHA8e9JFIRCZODKZpUyt+/lnb5Dh1aggqleqbJsfffxei7coz2Lt3v2bz5ufIZLB7dyv695fqxUHIHn72LJ0TJ96Sn+/O3Lk36d//BHXr7iQ2NgMbG+jZMxF7eyPJ5/T19fnll5/YsGEZpaWljBvnyq1bXbCy0ufNm2x8fW/y4oV2diuAsbEuV692on//GsTE5NCq1VXCwzWabl3dEnbudMfXtxqhoem0a3dLbLAAoKMj59ixNnTsaMPRo7FfI4OEB6WlpT4TJ9bm/v0UFi2K0GLVe/SwIzg4mR07or/JuJev77+vzvnzzSXL0P9kss3Ndb/mXGfTqZMVP/ygAZjll9qcnaXnEaBuXc3DtnZtY9q3t8LKSo+rV5NRKOSMGVMDmQyuXdNm1NVM982bKZJufebmurRubYmOjpBmoi4dHRkdOljRsqUFkZEC2DA2VohSBF1dYQDb2Ajs6j/TSjw9NddNnz7CDTw3N5fc3Fw8PTWNXTZvrqPVkh0gIkIAMO7u2okM794Vk5BQgqWlDg0bGlJcrCQqKo9LlzK/fp+ZeL2Vlqo4fVqYnH33neZ78/M1v2nr1obcvVuT69fzaNVKj5EjTbGx0Vw75SdOcjn89JMZb97o8uJFGUOGCNd+SYmKhw/LUChg6lRtecvhwwWAgnHjTHn9upioqBKMjeX4+AjjIz5eMJGam8tp2lSzmvH8uXBe3dw095jkZGHfbW0rBtlVqgi/TVqaZlLZpInwO0VEFJZ7zYgaNfT48qWER4/y0NGRMWVKNUDF+fPCWMjNzWX0aCHiy98/nZ49rXnzJo/AwEz+/DOx3LZMWbTIiezsUhYvfsPFi8IKiImJguvXm9OxYxXS00vo0eOROJlbtKgOP/1Um9jYfEaPjuDcOY2sSyaT8dtvbsyY4YKLixk9eoTTu/dToqIKcHU1JSWlmClTIrlzJ42lSxtQu7Yt1aqZ8ttv72jZ8j4ODgaEhHjj42NFfn4ZU6Y8Z+zYZ6SmFtOjhw1yuRQwFxQoMTfXJTraFx8fS2QyGDr0kThh3b69Of36SVt4x8XlSq4ldXl4VOH8+Y5MmFALlUrO3r0R2Nkdo337hcTH3+Lnn32ZPbsX06aNYc+eTUydOgZDQ2NSU81p2fIEZ8++p2NH228y2HFxOQwb5lwhg3358js2bnyKra0By5Y1qbCT448/hrNp0wu8vaty8mR7Fixwo1kzK+rVM2fZsie4uV1g6NBA8TNnz3aolMGOjs5i6FDnShnsceOCsbTUY9GixpUy2OvXP6d1a9tvmhz9/N7RrZuDhMGeNy+MxMR8mjatwpkzHfj99yjR5Hj8uLYMR12HDwsmx5CQFH791VOLwe7b1/9rvrhjpQz2mDH3adr02ybHyMh0hg8PJCNDYLDXrm2mZUq9fj2O334TekUsXSplesvH9JmY6HL06P/M5BgQkESfPo6iyXHbtlf4+laVSETUpWawL1yIp0eP6uVMjtnMmvWQpKQC2rSxZffu1mKjmYEDb9O0qRVDhjiLzeNq1DARzZtduthrabDLypTMmfNQZLDnzWv0TQZ7ypQQWra0YfVqbZPj3LkPKS4W9PCTJukzcOAPLFgwl2fPXnL79n3OnbvKnj2HmDRpA7VrT+Tq1TqcPduAkBAXMjLU41rFvn3tiI5+wc2b11m/fg2DBw9m9OhRbNnyK0FBd5k+fRxgxPTpG/7t3+B/o/6rQLY6pm/VKg8tgF3e5NiokSVbt3pVyGCPHBlEcbGS7t2rs3JlU62YvpcvM7RMN/361RAZ7Hv3PtO1q4OEwT5+PFaM6evRozqzZmmbHCMi0mnbtnKAPX58MGFhqSxb1kTCYC9Z8oT69S0qlIjEx+cydux92re/xqhRQfj7l5KRYc/Dh5+Ijc2gXj1rfvqpDUOG5FC1qja4AOjVqwuWlubs2bMVgHbt7Hj0qBeurmZf28Be5eTJuAo/a2amx19/eePuXuXrUtl1zp59L75ftaohBw60wdJSn6dPM2jd+m9ev84U37exMWDdOo+vZp0Y9u7VRPdNnepKjRpGvHiRxbFj0u/v08cBFxcT3r3L5dIlbfNhZdW7dzWuXtW0qv9nPB8gdtnz80vk4EE33N0FdkjdLARg27b6DBwovfmVB9kAo0fX4OPHEvbvF/Zv2DAHLCwM2b//k5Y2rnVrCzp3tuTFi0xCQqSTmgED7FAoZFy79k+TqTGhoZmEh2eKr/XtK+xTaqoAlGxs9Khd24Rq1aS/vTpr28xMR2v8Z2drwF/r1tJOjoGBGfj4POLu3RTc3PRo0kSbyQ4Ly6VJE306djRFLpexaNE76tcPZ+PGWKpWLaZJE801ee9eHg0aKPDyMqBxY41JcN8+zTkICKiBjo6MbdvSCQnJZ8oU6T5dvChM3ORyuHLFivR04doaO1YPQ0Ph2C5cKOXaNSWennq0by+99vLylFy+XEhBgYrevQ3x98+nQQM9+vbV6Lbv3CkiNhY6dzaWgPrnz0uwtZXTqpVm33NylLRqpUe9ehUbnurUMaBePUOyslSUlqr48KEEQ0M5TZvqY2WlI5pUZTIZQ4da0batKUFBwkRqzJiq1K6ty59/JvDxozAezcwUrFrlRIMGBqxc+Y4tWwQG6bffPoirHAB9+lRl7VrBMPf77/Fimo25uS5+fu7I5TIiInIYOPApxcXCDXDevFosW1aHsjIVq1fHcPeuZqInmCubUKuWMQUFmg6fBgYKZs1y4tOnQgYOfIyv7yPevi2krEwXFxdDnj3Lpn37B1y9mszx4x6cOOGBra0ewcFZNG0azKNHWeJKTPmaN+8l1tZ63LrlSefOlkRH59GlSyihoRk4Ohpz/rwv/v4dsbXVaON/+qniHgAGBgr27WvP1atdaNCgESpVNeLju7BunYIWLS4ybVoE69e/ZeHCV0RGNuXLl/HcumWLubkdpqYlhIev4c8/95CerhmnarYuPb2IFi2s2bLFSwtgnz4dx5Ytgtl70CCnCpnDRYseceBADPr6cubMaUjHjvYsWtSYPn1qMHDgHXbufE1CgkYmt3x5E+rVs5BsZ9++KNq1u0ZqahGensK+VMRgq02OAwc68eOPjbQA9rJlT8SYvhkzGlQAsIsZPPiOyGCvXdtMwmD//XciPXpU58yZDqxaFcHmzQIjqpaIFBSUMnduGF++aMiXEyfesXDhI0BgsMubPNXmzbS0IpycTNi7t02lEhGlUkX79nb/UoNtYqJLv341Kmw0c+LEOzZtekH9+uYsW9aEefOkDPbMmaEUFpaVi+n7z0yOI0cGiSbHTZs8Wb78qchg//ijmxbATksrFGVILi6mbNrkWc7k6M/z5+kMGFBTZLDVnRzz88twcjJl166W7N7dms2bm3P3bhKGhgot8yaoYxXDiYnJFpsv/SuJCECvXo6SFQP1NREenkaHDlZ4eLxiypS5HD78J1OmzEalUnH7dhw+Pgfp3v0Y8+f/zf79T/nyBUD6Wwwfnsu6dSHUqzea1atXoqdnwLBhoxky5Afatu1ErVp1qV/fHJlMpZUc9n9d/1Ugu2pVw0oZ7D59/Kle3bhSk+PffycwbVoINWuaMHFiXdavb1Zho5mTJ+OoUkWfadPqoVDIcHAwok4dM9HkWKOGCTt2tJQw2Dt3vsbYWFFhTN+sWaGiyXHnzpZaAPvSpQ/Mnx8uxvTNnCmYHLdteymaHCdNqisB2CqVil27XtO8+WXev8/ByEgXZ2cjSko+MGxYc6ZO9eTXX7ty4cIQli5tS1jYHby9NeBy2bL1fP/9ZLZu3cuDB+EsXTqXNWs2kpEhMNFOTqacPdue4cNdyM8vZdmyJ4wbd19LWw0C0L56tROjR9fG0dGYkSPvMX16qCj/cHExJTi4C56eVhgZyfH19efKFQ0wbtbMmj/+aE29emasW/ecBw8EMGlgoMP69e60aWPJokWPyMnRyCV0dOTMn18PX19bfv/9bWXDpcLq3NlGbGH+T0ALQqvv7t2t+fSpiOjoPC5f9hDfU5sbdXXl+Pm50727JgHEyEh6qfXtWxU9PRmBgekkJRXStKkZ5uYKvnwpJjQ0U/K3MpkMNzdTlEo4e1ZqBG3TpgoFBUpu3JB2n3R3F8CmetkcoE4dI1xcDElPFwCPubkub98Wcv9+loTVU7PTFTHyavBWt64hOjrSG93Nm2ncv5/J69fZPH+extChEUybFiWCMuFvMnn2LJdWrQQArm7RXlxcxpcvuUyc+Ir27SNQKlWcOpVJUFAunTsblsvuVvHli2Ac3LTJBgMDOcePZ5GVpaRVK0M8PDTAvrBQRU6OcFwTJxrTsqU+584V4eMDEydqrv8dO4TzMXy4ntY1f+NGIdWr69CqlS41ayo4cCCfV69UDByoAfN37gjjvnVraSRfdHQJyclKifwkIaGMkBDNysG+fTkYG39gzhzBxKtUQlRUKampSm7fzsfJ6T3z5qWSnS38v7wuWwDYOZw5I3zWxkYXDw8TVCr466/P4t+NG2dHRkYJT5/mYGiow/jxdnz8mMuKFdJr46efXJgxowY3bqQyZEiEaKwTtM2e2Nrq8eVLEfPnR4ljbeXKuixeXIfo6AIGDHgqkR5lZpYQEZFL+c6lkZE5TJzoxOjRjqhUeuTmCmMjJqaAAwc8GDbMnho1TPjhh+eMHh1Jr15VCQ/3oWpVfRISihg+PJLly+ty+nQzhg61Fyc6SUlFDB78CH19Hfbvb8KQIYIka8GCl0RGCsb0jh2r8elTP7HD6Z9/vhO7nlZUPXrUIDR0MHv2tKNOHQtq1HAlJsaI48e/sGvXM/bu/UBERA5FRTJcXIxRKG5hb3+DOXNGkpKSTvPmXVizZgsPHnzku+9u4+RkLDE5lq+TJ+NYvvwJNjb6jBjhUimDHRycjIWFHsePSxvNlO8RoC4jIx1RapKTU8Lp03H06ePPTz89prhYRZ06ZpUy2AsXPqJ6daNvmhxv3076mmFcGYN9F5lMJjE5fvyYy8iRQaLJ8ddfW7BuXaTIYM+e3VAE2MOHB3LwYAzjxwcDAoM9ZUoItWubsmqVtslx9Oj7GBsrvhnTt3XrSwwMdP4tk2NGRvFXsF5xo5mpU0MA4RlVkUTk4cNUunRx+B+bHPPySunY0U5ksCMj07G01KuUwR4w4DYmJrqVmhzd3KqwfXtLEWCvWfOM4mIl33/vIonp+/HHR7x4kcnSpZVLRA4desvTp+mcPPltgH3okDAh1I7pS2fSpHukpRVhYfGFwMAlJCUlceeOPx079iAg4A5t2mylU6fDvH4dT2xsLJ8/v8bNTYfq1aVEikyWy4MHZ8nKssXcvAtRUdXo02cAHh6NKS3VXN916xqiUBTy7FnlKWn/F/VfBbIvXepYqUREMMGpOH26fYUAe+TIIFJSBJ1cZQB7w4bnxMXlsnlzc1avbkZISC/8/HwZOPA25ua6osnxnzF9r19nsWRJkwpj+qKishg82KlSBnvsWGG5bsECNwmDffBgDLa2BhIG+9mzdCZOvE+VKsdZuvQJJSVKmja14q+/fBg+vIjOnXNYvLgdw4c3pnNnF6pVMyUx8SNRUTF4ewtdDT99SuLo0TN8990AkpPTWLFiAwMHjiE1NZ3Nm9eL+2ZkpODIER927fL6mjzwlgYNLnDhwget30VXV86BA22YO7cBpaUqdu2KYvLkEN6+FQCgra0Bt293xMvLhpSUInr3DmT58mei1GP48Fp0716d+Pg8Bg26KzIbQ4Y4UVKiJDGxgNWrpRmYI0a4EBGRwd9/J/Hw4X92UZ0+LXQpvHkzRSs718hIB0dHQxITi9i37yPVqxsxdKhwkzl6VLMEr6sr58IFTbfDkyc/S7Zjbq5L7962eHqaceNGCjKZEKtnb6/P/ftp/LMGDrRDLodXr3IkYLp5cwuqVFGgpycjNlbDYLm7m9GypaWEFbe31+fduxxevRLOu46ODBMT4eGRk6O5GRUWKnFzM6FWLe0H94cP+dSqZSDpSKkuV1cpKE9PL2X37k8Slj8wUJB/+PoKN8qK0keiovIpLFRy/nz212PXXNP37hWQkFCGg4OCOXOsvsay5dG2rTEzZ0pjGk+fzv/6HTrs3m3BoUPFpKWpMDAQpCgeHml8/302xcVynJ3l/PCDNtN08GA+b96U8sMPxrx7V0JERDGmpjI6dxbOjUqlIj29FAcHOe3bSyP5EhMFkFq/vma76enCa2pZSHGxivx8FSUlaimU8HpGhpKaNYXPxceX0qiRsO0XLzQTWV9fM3R1ZYSH55GeLvx+48bZYWoq5+lTzTgxNNRh4UInQMWpU5+ZPduRwkIle/fG8/Klxishk8lYs6YudeoYERmZw4IFms6rLi5GXLnSjA8fCtmx4wO7dsWLn/nll7p06mRNRkYJvXs/FqMsHzzIJDZWmzXauDGW27dz+Ofjx8/vC8eOeTBxoiOGhnIOHUqgXbuHFBSouH27BfPnO6NQwN69H7l9O4OjRz3Izu4udgY9fTqJVaveoFDIOXq0KRMnOhIWlkqfPiEia6+rq0Na2kBq1zYlI6OYRYsitPavfOnr6zB5shvR0SM4d64P5893w85On9xcI+TyFLKyclm2rAkPHgwhKmo/a9ZMJywsnFu37nDixBFev86mV6+bfPlSSNWqhhw65FOpyfHz50J69qzOkCHSFUk1wD5wIIa3b7M5cMBbKwe7WzcHsRW7unr0cKS0VMW4cfepU+cMEyc+4N49zercpUsdtYDo3r1RjB8fzJcvhYwYUatSgL13bzSxsTns3dv6GznYKcTH5/4jRSSArKxifH2rigx2WFgK5ua6HDvmS4cOAsCePfshd+58xsbGgE2bPDl6VJCIAAwa5Mz06domx5iYbDw8rL5pcnzxIvNfAuxJk4K/Gv8cKmWw1Qz+yJG1GDxY00sjKiqTyZMfiCbHbdu8/scmRxsbA/74o40Y0xcTk82xY76VSkQiIzP48qVAIhHp3z8ABwejr50cpQx2SEgKU6bUEwG2n18sq1c/Q6WC5cvdmTJF2wuwalUEfn7vxJg+H59vM9gRERmsXdtMSyLSrdt1Xr1KokaNNHbtakVS0id++WUNfn5HcXKqR58+x3nyJBkdnVLq1EmkT59kBgwo5NmzDdSufZ06dTT+gilT2nH27AlatTLnyxcdIiNVlJSU8Pz5awoLNc8eFxcTSkpUxMRIgxj+r+u/CmRXBLAXL34smhxPn+6AmZmUbfr77wS2bHlJcbGSiRPrsmqVhxbA3rz5OX5+75DLZezb15r+/Z0AMDfXY+LEB7x+nUV2dgkXL3YUAbafXyzr10eKJsfy5pXoaI3JsVkzK7Zu9dIC2BcvakyOffvWEG92apNjfHwea9Z4UFSkpH//AGrVOk27dtc5fVoDcrdv9+LXX1tQvboxAQH36NKlk9Y5u3gxmKpVO6CvLzzEDx70Y9CgfowdO5Xduw/w6NEzkpO/cOvWFQYPHib5rEwmY+rU+pw9255WrWxISipgxowwevW6w8uXmVp/O2lSPUJDe+LqakZennAj/eWXCEpKlJiY6PLHH16sXy8sTV+4EM/gwbfJzRUe2Bs2NMfb25bExDyWLhXSTeRyGTt3tkQmEzqivXypYZ5NTXWZPFlYGt+z543WcX+rWreuQr16xjg46HHnjjZAnzTJ8eu5+0x+filjxlTHwkJBRESWBADr6cmZM8cJQMLmqqtPHxvCwtI5duyT+P/ExDxJPre6Wra0pE4dY27eTJFE9unoyOjWrSrR0Xn4+2v03A0amBIensm5c0kiI+ngIIzNxETNjadFCzPatDGXgOzc3DKeP88VY+TK18uXucTG5uDoqN3tsWFDbeC9aJETtWsLD/+4uAIcHXVo0cKIxo2F15ydpUDe1laXv/9uzKNH+dSurUO3bsY0aaIB4qdPZ9C2rT6TJgndHB8+LCQgoIBXr0rp109q7Dp6VGBVly41Q6WCixcFFnjKFAOCgop5+rQUP78CHj7MRk+vhPh46fGmpJRx82YhOjowYIAhN24U4O2tz5AhRmKMYGxsKZcv51NYWIqbm+YaVqlUhIcXYWIio04dqUa8bVtDCbttYgIKhfr4ZdjZKcnPL8XRUUGdOnLs7KBFCz18fXUljX9MTHT4/ntLvLwMCQzMBKBjRwtsbHQ4f/6LmCICMGGCAx4eRhw/nsDnz8VMnuyIpaUuu3ZJJ8WmpgpOnnSnfn0Tbt7M5Pp1zfj39LTg998FomD27Nfcv58hHtOxY01wdzfFzk6f4cOfoVSq6NnThuPHm9CvX1VJksqhQ0l8+KANvvfuTeDVqxzGjnUkLKw19eoZIZfr0qJFGAEB6WzaVI/DhxsTF1fAnj3xDB78FIDXr9tz+LA7cjksXx7N/v0fUCjkbN3qRuPG5nz4kM933z0UJ8z6+gpOn/ZGoZDx+nVWpb6S8iWTyWjc2Ip+/ZwZPNiVzp0dcXIyJy2tlA0bHtKz51GePn1F+/ZtOH78d+bMmcTMmRsoKemMSmWIvv4HJkww0IqQO3HiHbt3vxZNjgMHSpufKZUqVqx4wpUrH9HXl3P8uLYZMCurmHnzwvjypRALC8112a9fDeLicjh37gNFRdL7z9KlTahWTQPK37zJwtv7CgsXPkalEmL65s/Xloj88ksEFy/GizF9FXVynDfvIU+fpmkx2GqTo4WFHgcO+LBqlWByfPMmm0OHfESAPXx4IDdvJuDpKTROCQtLYfPmF9jYGFQY0/fTT+GiyXHPntYVMPMfWLHiqWhynDlT2jVWXWoGOyoqGx+fapUC7KlTQ4iISGfFiqYSgB0dnUXfvgF8+pRP//41K2SwLS2PYWl5jEuXPvD0aSrR0ZlkZQn3pffvcxgxIgiFQi6aHNevj+TmzYR/aXJ8+TJTwmCrJSIJCQUYGio4ebIdxsYK7t//wvjxwV/z7l1YscK9XCfHUGQyGatWNa200czWra9o2rSKKBHJzy9l3Lj7vHqVKf7t0aNvWbtWIL3WrPGQSHpevEinS5cr5OWBr29tXrzYgIGBggEDetOkiQexsZ8xMJhIfn51mjSpTljYAK5f/5HVq39kwYIZhIZep107d969+5kaNXSRyWDUKHeaNvXir7/mYWxsQLNmrUlLy0KpVGJiovEiODoaYmmpi5nZvy/b+d+o/yqQXb7UDPb16wkMG+ZSqURk5MggwsNTWLCgUaUM9po1kRQVlfHHH20kMX0LFoSLJseLF6UxfdOmhVJaqmTVKg8tBrt//9s4Ohp/0+S4cOEj7O2NJCbHrVtfcuLEO9HkOHCgEytXPuXu3c+iBACEh97ff3dh5MjaX/c1DX//QLp37y35nri4TKZOjeXtW3eys0soLCziyJFTzJw5S/J3xsamdOjQnSZNmlFR1a9vwb173dm+3YvatS24ejWRxo2vMX58KB8/Sl38Hh5WPHnSm27d7MnLK2PFigg8PS8TGZmOTCbjp58acuNGe/LzCzh37j0+Plf49CkPXV05p061o0sXW/744yXr1gkPWE9Pa5Yta0xUVDqTJt2XyB5mzHClTRtr/Pw+8OFDboX7XlHJZDJ++MGBx4/TOXDgvdb7Hh7mDB9ejYSEfE6eTKRDByssLGRcuJDE/fvS7O6ff66Nnp6MFy9y+fxZKqfp1asqOjoy7t5NIyOjmDZtqmBqquDVq1w+fJDGD8rlMtq2FaLtLl+WasV9fYXX/f01gEhfX4e6dY1RKgX2G8DOTp/GjU3F7pAAMTE5BAenSRhvNRP5z46UoMnkbtJEuwVy/fpSkD1zpiNr1tQS/3/rVhb37mXj4KAQtcu2tpp9sbXVJTDQHTc3E06cyCA4OI/GjQ3EazInp4wDB9IJCspl6FCBCf/jD2F/xo41kwC5sLAi/P3z6dBBwbBhhvj7l3L3bimdOyvo3VsXPT3pdR4dXUyzZmkkJWmA9oULBbRooUefPgbY2upw/Hge9+8X0bWrBpz4+wtgsX17A3R0NN+fnKwkO1uFQiGTmBxjYpQEBZWgry/8bWmpitxcTQt7AwMZSUllpKWVYWQkJzm5gPv3s7GwkBMYmE1YmPR6cnbWJyQkhzt31KsTcgYMsP26b5qxaGioQ//+AgO2eXMcy5fXRldXxp49HwkMlK6cNG1qzqhRjsTEFDBhwmuysjQTsGHD7Fm40IWWLaswYECkCPpNTBScO9eU589zuHYthdWrhYzjYcPsOX/eg9TUjhw/rmEPCwqK2bSpNhMmOEjGQLNm4SQnF9OokSkPH7bG0dGA7OwyevaMYOfOjwwaZM/Nm80xN1dw/34Gkye/oKiojJEjHTl82J2WLS2YODESP78EDA11OH++JQ4OBigUStav1zSwcnevwpQpdfD3/8zGjRU3tqqstm5ty99/9+PNmzkcOdIJMzMTHj3SZ8CA4zg5eTBkyAQeP04mOro1f/8dx9SpzVm50oXDh6WpBidPxjF1aghv3mRVGNOnVKqYPz+cnTujMDVVcPy4b6WdHM+e/YCvb1UCA7uzY0dLJkxwpUsXB9zcLBk1qrbWMXz3nRMJCfls2vSc1q2v4OV1hZcvBVmNvb1hpQz21q2vMDDQ4ciRyk2Op09/wNvbVsJg//DDPWQyRJPj1q0vuXLlIwYGOhw75ouvrx35+SUMHx7InTuf0dPTYfv2loSFpTBr1kM+fMhj3ryGFcb0hYenMnJkrUoZ7AkTglGpVCxd2uSbDPaCBeGiyXHHDi8tgH3qVBzLlz8VTY7lmV41cZacXEjDhhbs3Nnymwz2qFH3GTEiiPHjg1m5MoKQkGR69/YXwbJaIrJ37xtsbPS/aXI8fz6erl3tRYAdG5vNsmVPxE6Ofn7tMDHRJTj4C0OG3MHERMHo0bVFBvv06bivwQIwfryrZJUAhHG4ePFj0eS4aFETEWB//30g5859YOLEYJRKFX/9FcOMGQ8xNlawfr2UwX7+PI1u3S6hUmXRunUVPD2jqFfPhbVr19O9eweCgm5RXNyJd+8KcXU149Chtjg7S58zHz8mcvHiDTp0aMbdu8OJjp5OixbCOLSwMMDauhahoSoxorN86ejIcXAw482bilPR/q/qvxJkx8Xl0L//bZHB3rChuRbAvnMnSTQ5jhtXV2xJXr527HgldnJcs6aZmNyhNjleuBBPv341JBKR9u2viQN20qR6TJ+uGWRqiUhSUgGWlnocPdq2UpPj58+FDB/uIpGIrFwZQUZGEXv3CjF9gvlJO65v8uS6eHoKEXNJSV/o3Xs448aNpG5d6ezU2dmC1q2roVLpcurUe86fv4qbW30aNWqqtc1/VTo6cmbMqM/Jkz5Mm+aKXA5//RVL27bXmTYtVAJyjY11mTy5EVu3tsbZ2YQPH3Lp2fMKmzYJbEPnznZcv96VOnXMiIhIY9KkIF69SsfOzoj584Wb5M8/h/PggSDBmD27ITY2BgQHf2H/fs0St4ODMTVrmlBcrGT37pj/6HiGD3dEJoPz5xPJzCzWer9zZ2uKi5Xs2BGHjo6MoUOFC/3gQSkLbWamy3ffVcXHx5Rbt6TguEoVPQYNqoa3tzn+/sno6srp3duWli3NCQrSZtB79bKlRg0DYmOly10dO1pRvbo++fklEia9Uycr2ra14O1b4dzb2OgTGZnDvXsa8KX+8/JDPy+vlJYtzSTyDz09PfT09MjPL6NBAxPR8Fm+yuvOe/e2ZssWV8k19fffmQCSfGw/P41hMzi4KfXqGVNSouTMGYFdHDJEIwE5fTqT/HwV3t5G1KmjT3JyKadOZeLtrcvEiVKd3q5d2SiV4OGhh5GRnO3bhRtru3a6KBQy9KXKDgAaNlSIcg2A33/P48GDYgYPNuLLlzIePChCXx+6dtWw72/elNCypR5dukhlLzExxTg56VCvnkJyDtLTBUZR/T3qrofqluvqXO+8PHUKiXB/qFJF8fX7pA8IX19h9S4wMEt87fvvq1KvnhEJCWXo6Gjue1Om1MDKSpf8fEhJKWHKFCHybdGiN1r57PPn18TLy4yEhCI2bHgveW/1alcMDRWkpJQwaNBzcZXG2dkYP78myGSwdesH/v5bA96NjRUMG+ZAbm5nfHwsyc8vY82aGCZPtufz57aiIbOoSIW39yPi4gowM9Pl1Ck3li8X2MLDh5NYuvQtbdtWISjIi2rV9Dl0KJHhw59RVqZi+HBH8TocMyaCBw/ScXAw5MCBpty+/YVVq14RFaVZBZo7tz5yuQw/v/ckJv57mfrlS0dHzogRHpw//z0KhZzs7CZYWbkTHh7FmTMWgBGurmWMGGHBpElTuXMnmJQU4ZxcuPBB7OQ4b14j0RCmq6tAV1eBUqnil1+ecvCgoGnduLGFVjReVlYxo0ff49GjNGrUMObXX1tQo4YJI0bUYuNGT3R15URHZ3HtmvSe1LRpFWrWNKFfP3/Wro0Um6mBkPf/5EkfLYC9bl2kKJFYv745XbpoA+xx4+6LJsfNm1tITI4REek4Ohpz5kwHVq9+xo4dr7G01JdIRNQN5GxsDLh0qRPh4cns2iVMgFat8mDSJA2oVaejpKUV4e1dtcKYvgsXPogmx5Eja0uMieVLzWC/eJHByJG1KmWwJ09+gJGRDj//3FTclq6ugsTEQgYNukvVqoa0a6fu5FgxwB4+XPO8bteuGqWlSu7eTWTEiEDR5PjHH23YsOG5aHLcvLmFFsBOTy9k+PBAMaZv06YWIsBWt10fMcJFlIjcv68xObZoYcPmzZ4igz1/fjiuruYsX+5eKYN982YC9vZGEgZ7/vwwMS75wAFvjh9/J5ocJ0yoK/m9nj5NplOny+Tl6dKgQTWio1eRkZHCiRP78Pc/S48evRk2LIRz5z7Qt68jFy92olo16SrnqVMX6dZtCCNHDuP6dX+cnWtSp46V5G+cnQXmOi4uj/T0Ah49SuTkyResXXuPbdtCqVNHe7X1/7r+60C2WtNkaalHmza2lTLYQ4bcoXlz62+aHNeseYa7exVJJ8fk5AIGDAgQGeyNGz1JTS1k/fpIXF3PEBEhgIM+fbRbpa9Y8UQ0OR450lbLbXz+/Hu2b38lmhwXLBDYhN9/jxJNjmvWNGPQIGFfHj1K5cmTVEmkoJGRglmzGpKTo+TAgY907Pgzw4YNYv36rRWer+nTvZDJUvH3z+HgwZOMGzf2f3DWNWVra8DOnZ68fNmL2bPr8uFDLrt3R1G79lmmTXvAy5cCwLO3t6dv38Y8f96XadPq8OlTHgsWhNK582U+fcqlTh1zQkL6MHBgTe7c+Ui7dhd5/jyNzp0d+fFHdxwdjVmwIITU1AIsLfXZvr0V9vZGHDoUS//+t2nU6ALp6UXMnClEKt27JzRB+HerRg0jBgywx8vLnNOnteUbQ4bYY22tR05OCSEhaYwZ40i9ekbEx+eSmyv9nnbtLAgKSubMmQSt7Xh6mhMYmMLFi4Kh0cfHktDQVK5c0W5V3qGDNUlJuRw58kEC/F1cjCkrK+X69STevtXM4M3MdAgKSuHFC+EhamkpjLeMDA0Yb9zYGF9fS8kYiovLJzQ0XZLBa29vj56eNRcuJPPuXb6YQFK+wsI0AOb0aTdJvF9xsZLExHx8fU0kIFttpPTyMhVlJX//nY65eSGDBhnTtKnmRnvw4Be8vHSYMkXoDrh3bwY5OUosLXWoVUuzTJ6cXMrLl0WAiilTTHnzpoTk5BIMDFRMmCCg639c7gwfbsC9e1UwMBDeiIws5smTEiwsZPTrZ8i1a4W0aWPIyJGmmJoKJ0upVHH0aB6hocX4+kofCK9fl/L+fRmurtJr3MxMQbt2hlStqjm5Tk46mJoK36uvL0Muh9xc4ffx8DDG29sMCwsF3t6mEjmAcN5MaNPGlJycMlHy4+5u+jX+sIx37zQTJSsrPYYOrU5QUBY7d35kzhxnGjY0QUdHwdWr0kmd0JK+Aa1ambNu3Xvu3EmXvHf8eCOqV9fnw4dC1q3TpPt06WLDxo11MTLSZ+jQ57x/L5WFGBsr8PdvQf/+ValXz5SuXSN49iyX2bNr8vmzD+7uJsTE5DNz5htev85DLpexcmUtDh9uyJMnOaxZ857582NwczPl0KHGmJkpOHv2C0uXRqNSqZg505kpU2piZqbDypWvSEsroksXO8aOdaa4WMmSJc/Fse/kZMKIETVp3dqa/fv/M4N0+WrTxpEhQ+pha1uGTGbO7t3HcXa2QUcHDAxy6Nx5HgkJCTRr1pjHj59x8mQc48bdx8vLRquTY9WqVtjYVGH+fEGD3aiRpZbJETQMdnx8Hm5ulpV2cuzd2x8nJ1M6drQTAdSoUcKEpls3aawhCHrn8o1W1Az2nj2vcXOz/GZMX0xMFg0bWmjF9KlNjgcP+rBt20sOHoz5alxvLgLs778PJCAgiaSkAi5fFiQiM2eG8flzARs3NpeQVa9eZdK79y1cXc2+aXKcPfshrq5m/7bJ0cenGps3e1bIYAsRuzByZG1mzdIwvZmZCkaOfMTHj3lUq2b4TYAN8OiRMMnq1cuRXbtac/p0ewYNcsbZ2ZTJk+uKDLaf3zsaNrSolMHu31/ojNi4saVEItKvX4DIYK9f7ylqsKdOfYC1tYGWyXH69NCvTd+cKwXYhw695fPnAnbvbiVhsM+ceY+vbzUuX+7EgwfJLF/+BBcXUy2TY3h4It9950dxsS61a5fy6dM2jhzZzubNP+PmVp/UVCEV5dWrTFxdzVi/3lMLYAPs3XuYLVs2MmfOIi3Tvbrq1jWlWbMq/PHHQ6ysNuLpuZ+hQ8+yZMltZs++SbVqMtzczCr87P9V/VeBbLVEJCEhH11dOceP+1YqESkpUdGwoQXr1mlrsNUmx5ISFdOm1ZNIRPr2DUBXV06jRhZs3uxJnz7+tG59lQ0bnovmmipV9Dh0qK24PTWD/fffiYweXbtSiciECQ949SqTFSvcJQz20qWPad7cSmJyfPQolQEDbvPwYSrff18LOzthUE6c6IqNjQEhIfHMm1dGWdkMVqxYV+k5GziwPlCTmzezcXb2ZcuWbWRl/WuN4r8qV1czNm9uzosX/RgxwgWlEl6+TKVRo5N06nSJy5ffo1SqMDbWZfXqFly50gNbW0PCw5Pp3PkMx4+/pkoVfY4caY+Pj/3XycklIiNTWb26BbVqmRMc/Jnvv/enrEzJd985UbWqCSEhqVy4EM/Ll5mEhqbg5WVNv37VCQlJxc/v/X90DN99Z09QUDK7dr3VYvqEbFAn3r7NZuvWWFxdTbCyUhAQoA2me/QQzCH+/skUFkp1v927CzfQmze/oFSq6NBBWIG4cydV6ztNTHTx8qqCUomE6ZbJZLRoITC+YWEaMFS7tvDQVaeeGBrq4O1tRqtWJqJOOyQkjcDAZMmD4eNHARg5OkpvdEFBwrZbtbLQMm8BBASoJ5jWWu8HBGQQEpJNWloxLi7CdvPzy7h/XwDmR49qbsoHDnzm7dsCmjbVSEWePcvj/v0cXr8uoG9fc4qLldy4ITD6s2ZVkXzXn39m8/hxASNHGuLiosvOnXmEh+czfrwcGxvhlrdxowb8bd1qwpEjZhgZae4Dfn5FtG1ryKRJxhgYyDh7toD790to0UJDgb98WUJKihIHBx2J7hrg9WtBcvPPqL5790q4e7dUBNnZ2Urev9eMCX19GUolohEyO1vO/fsllJXJePKkkDt38iQxioaGOhQUKImLK+LpU00XQ7Vk5Nw5abTj1KkCsDp8OInSUhXjx9fg/v0sli6N1cqNrl/fhB49BKZo4sTXkjbeNjZ6nD7tRkmJkp9/juPKFY0fYO5cZ9zdTcnIKGXgwEhxzKvHs56enBMnmmBnZ0hqagmdOz/h5ctcqlbVJzCwOSNH2nPtWgbt2kXw4oWwCjN8uB2nT7uhqyvjzz8TWLfuPe7uZly92ozmzU3ZvTuOnTvff+102Qg3N2P+/juZGTMEbeimTU3o2NGaW7c+ceOGxqA8dWpdgoJS2LIlSqsh1n9SKpWMqlWrATIKC1/QoYMDZWWQnV0dXd0uLF78E02aNOb48RimTHmAUgkdOthVKhE5eDCG4mIlP//sXinAfvQojdJSJUeO+FSag52aWoSZmS5HjrRl+XJ3PnwYLMpH3N2lRmFA0mehrEzJ4MF32Ls3muJiFUuWNNYC2B8/5tK+/XUePkyhpETFkSM+Egb79u0k+vevIZocDx16S4MG5hIGe9GiR9y9K5gcz53rSEREumhy/PFHN0n2tFoikpZW/NV837ZSk2NWVgn9+9f4JsDu3z+AOnXMvmlyXLjwEbVqmbJ0qTSmLzo6i2XLnpCcXEi7dtX46y+fbwLstLRC3rwRCI9btxJITy+ienUTFi5szK+/erJypbtociwpUbJ+fbNvmhzLylT4+fmKDHafPv5Uq2aEj09VLZPjx4/5dOpkJwLsY8fecujQW9HkWD5WGDRxkUFBn0WTowCwS/j++0ACAz9jaanPxo3NefAgmTlzwsjIKGb8eFcJwL516zXdu18nPd2aWrVS0Nc/j7//SVq1ai6ek759AzAxUVC3rnmFDLa6fH1bExERUen5BUFW+fhxOhkZ2klnVasa07SpLc+fZ1fwyf+7+q8C2VOnhpCXVyrG9FVkcty27RUlJYLJccOG5sj/0Vlm3bpnBAZ+Fk2O330nLFWqJSJRUVkUFJRx9mwHPnzIJSoqi3/W0aO+4r+jo7Po1y9AZLDXrm2mBbCvXv0omhynT6/PrFkNJCZHpRLGjq0jAuzHj1OZMCGYnJwS+vWrwW+/teDs2Q5fzSpuREXFMG3aSgCcnSt2/6qruDgPuVyIIsrMbE39+vXo2bM7eXn/Ow7cBg0sOHKkLdHR/fH0tMbISEFAQAJ9+lynX79LbN78iPT0Anr2rElk5GBGjHAmKiqd4cOvM3jwFfLySrh4sRs9e9akfn1zOnQ4z8uX6fz1VwdsbAy4desTv/76jO+/D+LpU6keWi1RGTBAMCru3Km9LP6t6t/fAWtrfZ49yyQ0VDvxY+TIGigUMs6dSyQ+Pp8xY4QH1MGDUjOZg4Mh331nh7u7CffuSZvN1KtnSu/etjg7C1nhdeqY0L69FY0aGRMdrf0bdO5sS5s2FkRHS28UrVpVoU0bC5KSNMveLi5GtGxphkymAUevXqUTGPiZ/HzhNTXrXj57uLS0DF9fC2rVkqYVPHmSiY+POT16SLtdqkttkhs71l7rvbNnheMeOFATa3jlSgoNGujj7W0msthJSUXcuiWw6KNGacbu0aMpgIoffrDG2FiHY8cyefAgl/79DenQQbOfpaUq9uwRrsnhw03JzFRy4IAAPtXt0pVKFe/eCYCqaVMFs2YZSybaRUUq9u0rICiolEGDjMnJKcPfvxCZDHr31jwAQkPLaNvWnMGDTbUm6rm5curW1adBAw3ILi1VkZSkRCYDOzvhvpOdLYxHtUxER0eGlZVclN6oW4bn5qpwcBC29emTFAw2by4ArCdPNJKs/v1t8PY259WrPMmYb9DAhMGDq9K8uQWHDn1m8uTqODjo8+xZLufOJRMXV8jbtwWoVCqePcthwQInGjUyRl9fzvLlsQwZ8pLu3SMpK1PRsqUFP/4ojPlRo17x6VMhBQVlJCYWceRIQ5ydDTA0lDNpUhReXo/x8Hgsmg/19HTw83Oje3crUlNLWLz4Le/fF2BmpuD33+vSsaMlyckltGsXwevXeV+PyZazZxtTtao+S5bEsm1bPN7eVZg/35ns7FLmzHlJUFAaCoWcvXubYmSkg5/fJ65f/0yVKvp07y7E+q1cqWGzvbysadvWlqysEvbv/88kZepKTs7j9Om3yGS6TJ7cmePHz7JxoychIT2ZMMGVJUs8efLkGffu5RISohRNjj/+qA2wFywI5/nzdNHk2LGjtkRk7Nj7pKQUUaOGMZcvd6JmTemq0qtXmcydG0ZBQZnI9KqfOWrT17lz7zl4UGDv3d2FSWqVKvr4+FQlO7uEU6feUb36Sfz9hRU1gcHWMN8JCfls2fKSxo0vEhubg5mZ7lcG20zSydHNzZLNm1uIJseiIiWrV3tIGOxDh2Lp0sVeNDlOnx5Cs2ZWrFrlocVgr1jxRDQ5lj8udZ09+579+9+IJscFCwSA/c+mZGoGOz29GGtrff76y7tSk2NGRjEjRtTSAth9+vhz61YiI0fW+pcMNsCYMQ9EeV5RkZKNG58DwqS4fn0Lpk4N5fXrTNHk6O0tfXZnZBQxZsx90tOLypkcjUWJSFJSAXp6cvz8fEWAvXJlhGhy3LhRIxGZMeMh4eGpbNzYvFIGe9++NxQWlnHihK/IYA8bFkhxsRJbWwORwT5yJBYQTI7ldeqHDt1hyJBgysoMMDf/TIMGcdy8eRxHR2FMp6UV0qePwGCnpxdz/nyHSgE2QJcu7bhxw/+b51jtLerVyw1nZwvJe4MGNRDlJP+/rP8qkB0SkkLbtlW/aXJ88CD5mybHjRtfEBaWwl9/eUsYbCFiqUCM6bO1NWTIEGdatLCWbMPOzhAvLwGEREUJeZk1axrTsaNdhQz2+fMfGDUqCE9Pa4nJcdOm59y5kySaHIcNEwxkjx+n0r//bVQqFd9/78K+fW3Q1ZVTv74FixY15uPHOPr1G8X06SPo1k0HM7Nvs9IfPrzDzi6aIUOsSUrKIiSkNc+etcfZeREHDjwmOVnbQPA/qdq1zdi0qTUJCT+weXMrunUz4uXLN/z4YxAODvsYO/Ym6en57NrVgf37O2NiosulS7H07n2WoKCPnD0rdJpMSyukY8fzpKQUcOJEZ3x9a7Bw4TMuXtSWdMTFCSB10KCa2NsbYGCgQ1BQstbfVVb6+jrMnetK69aW/PabtjnKwcGQQYMc8PAw4fff3zB4sAMdOlQhLS2bV6+kky9XV2MePEjl6lVpa3SZTIatrR7h4ekEBHxBJpNhYaHDnTtfCA+XThoAmjQxIzg4BX9/qb7bxcWI4OAUHjzQMNy2tvqEhqbx8KHUAAdQUFBGYWEpnp5mdOpkhZ6ecCtQqVRcuZJIYGCKpIFOXFwcAQEvuXcvDW9vbQYsJiaP0NA0fH1N6dRJyizn55dx61YS7doZMWiQBqDv2fOBsLA0hg/XXEMHDnwECpk2rRr29gJrnJ5ewu7d8dSrJ2fqVNuvbaUF0N6/v7nkOr50KRdHRwWNGunSubMRhw5l4+Eho3t3fRo3Fibd164Vk5MDVlYyQkK0j+XixULS01U0aaLAw0PBzZulODmZ8MMPplSrpnkQ37hRSlCQioYNtR8MN25AdLQ+9etrtNofPypxdzegd29D0Xgpl0OTJnrY2qrPP6SlKcX86Jo1FV+lKCpatjTFw8OE5GSpHMnLyxhHRznPnmkmZS1amJOfn8jbt3FEREgnayNG2BEUlM22bQno6spZtcoFDw8zxo9/S+3aj3F3j6B9+8c0axbG27f57N9fn1evCti8OYFTp1K4cSOdmBhhMjdvXk169LCiUSNT+vSJxNX1ATVr3ic9vYTTp90IDc3h8OFkwsJyiIjIJTpas4Kgry/n7NnGjBplx6VLqXTr9vQrQ6nDpUuN6N7dkgYNjGnfPkKMAuzd24ZlywTiY86cN1y6lMyQIQ7Mn1+LsjIl27a9JTW1iNq1TVi/viGtW5sza9ZjiovLmDy5DjY2+rx/n8e9e5r7wE8/1cfbuwoHDvz7HWLL18WLMbRsaU+TJrZMmTKahw+fkJKSSr16FkydWp/x4+vTr98sHj1yJjXVjPXrm1XKYAcExJCbm8HJk5VLRG7fTsLCQrdCiYi642FoaAq9e1fc8fDcufdMmPCA4OBkVq1qSkBAV7Zv92LevIaMHn0PV9czTJoUQmGhcC769q1B164OorGta9ebNGp0nl9+iRC3uXdv63IM9i3s7Y1Ek+OaNc+IjEz/2snRl/bt7cnPL2XEiECRwV650kM0OZaWCola/wTYffr44++fxOjRtb8Z0xcWlsKqVU1FBnvDhkjGjr1PSYlwPJGR6axaFSGaHA8e9JFIZEBIB/vzzzeiybE80/vmTRZ9+womx379LJk5s8a/BNibNsVJxhzAn3++4e3bbFF+cfbsB+Ljczl7tkOlDHZg4Gfs7IwkJsdZsx6Sm1tSLqZPV2SwIyPTmTZNE9N37tx70TO2bJm7ZJUANDF9apPjnj2tv5pShX0MCvpCbGwWV650EhnsyMh0fvvNU2SwhUZFB5k9OwYbGyX6+h+YPNmQQ4e2YmwsECJpaUJ37Li4HFxdzbh4sRN2dtp9GcqXp6c7nz8n8+7dG3Jysjh58oDYu0Nd5uaWtGnjiq2tBX/91U8iC+zUyZa4uPt4elp883v+t+u/CmS3aGHNzp2ttAC2v38CU6aEiDF9P/2kbXLcteu1aHLct68NvXsLpiA1gx0QkESzZlYSk+OFC/GEhUl/5D59aiCXy0SJSEpKIcbGwrJWRQB7woRgysqgdWsbEWBv3PictWsjCQlJ5s8/vSUMdv/+t8nJKaFpUyH6T90iW11Ll65n/vyZzJo1Gn//V9y+HUNGRuVu2k+f4qleXZehQ6tSv74uxcXZ5OYakJJiw88/X8HBYQ8DB17g2rXY/9ED6J9lYaHPvHnu7Nzpw6pVrenatSaFhWWEhCTSoMEBBgy4gIeHDZGRPzBsmCuhoYl07XqahQsDOXy4E336OJORUUR4+Bc6dKhOx47VUakE8NiypZRhVS8LGxjoMG1aXUJDU1m//uV/tL+jRjnx5Ek6Z87EExmpPWFZvNiV8PBkfvvtNZmZxdSpY8jLl1ns3Bkt+bvu3YUH5j9BNkDHjsINNSBAuAk3by6A1MePtUF2o0aC0U2ts1ZXjRrCDSo+XsNkq7vble/s17SpOR06WFNaqiQ5uYgHD1J5/TpLvB4+fMgnI6MEa2s9HBw04PHjxwI+fy7C2lqvwpvUoUMJlJWpcHY2FJt9qOvMmc/ExxeSl1dKw4YCKIiKyuXu3XSMjXX4/nvh3JSWKvn994/k5JTRq5cGeO/fn0R+vhJHR33q1zciM7OMunX1cXLSZehQzb6oVCrWr8/gwYNCpk61oKRExYYN6dy7l8f06Zpc6+PHhcz8xYuNxZSP8rV/fwGengpmzhSa4Jw/X0J0tJJGjfQk3xUUJIBdX1/p8WZlKfn4UYmBAdSqpdn+27dKnjwpI6PcMHr1qoxnz5RikktBgXCNqbtRZmYqCQwsICtLRV6eiidPikhJkV6HtWsb8vFjkSSyTy6X0bq1cG4uXJA+3Hv0sMLZ2YD37ws5fTqF+/fzefKkhKwsoRlOXp4SZ2dDyspUzJgRzYIFcahUcso3lUlIKBa/59df6/DwYRZPn2bz6VMRSiU8fZrD9u2JlJVJP/fihXTSbmiow7ZtdXFzMyE6Op9Bg55TUFCGgYEOZ882RE9PxpcvJXTt+kxM5xkxwo41a2rRqJEh06c/4+XLHNatq8fAgVU5dy6BuXMFhnDqVBcyMoqJicnlzz/jMDZWsGhRQ9LTi9m0STNp7tbNgaSkfF69yuLq1X+/Q6y6TpyI4t69T3Tt6oSpqTndunXk2jUp49ahQyuMjBSMG1dHYggDAdisXx/JwYMx6OnJv6Y3aAPsuXPDRJPj4cNtKwDYGUycGExqqsD0VtTJ8dKleGbMePiVNXdj2rT6yOVyRoyoxfr1z7l27ZMk7s/R0Zi//vIB4OXLTObMCdN65g0e7ES3btXLMdh55OeXcOZMe1atiuDAgRjevMnmxAlNJ8cRIwLJyyvD1tZAZLBPnRK0/atWeUhSRF6/zmDQoDsig71uXXOt47p8OV40OS5Y4CYmZGzYEMn69c+5cuUTYWEpIoPt75/EhAmulUpEpk0LJSIinfXrm2kx2L17++PiYoavbzWWLHHX2hd1lZWVUVpaxrJlMaxd+waQSgVLS1Xs3x/N6NH3SEzMx8pKnzNnOtCypXZM38yZD0WT419/+UhMjsHByXTp4iBKREJCkkWTo5BA1lRksMePD6Z1a9tvmhx37XpNixbWEpPjokWPRJPj5cudefIkTTQ5rlzZlDFjNDF9P/98iJ07SwBjVKoi9u/3YuHCqeIzRs1gX7+egI9P1W9KRMqXjo4OvXt3YceOrbRu3ZKhQ8cxefJ4yd+8f69PcLA+crkRbdvWZOxYIcRBX1+H5ctH89tvKyVdkP9/Uf9VILsyBnv48CBsbQ2YNq1epQz20qVPaNPGVmJyTEkpZOLEYNHkuGdPa0mjmQkThAG7bFkTRo2qjYmJgpEjaxEVlcW8eWHk5ZVWGtN3/vwHDhx4I5ocly51Jz29CBeX06xbFwkIDLZaI/f4cSpjxtzH1taAfv1qiAx2+Xr69DmvX79h2rR5WFjo4+1tR1mZimvX3ld6zpycavH+fTyensa8fr2BkpI9dOjwiJ4989HVLUKlUnHu3Bt69jxLq1Z+LF58n5iY/+812zo6clq3duDGjYG8eTOGgQNrYWCg4MKFGJo1O8yWLeHMm9ecNWt8UCjk7Nz5lHfvMjl9ujuXL/di4kThxrd4sRudOgmNWlxcjPDza4ulpQCGnj/PID5eWEKfNKkOxsYKbtxI4vFjbelHZWVvb8SkSYKGcdOmV1rvN2pkwZAhNSkqUvLzz8+ZMUNgBo4diyM1VTO5adnSil69qlJYWKKVId6lSzX8/Fpx5IjQddPT05K2bauQkqKdJezsbEybNlVo0MCYvDyNbKBaNQNatrTEyUlzszI3V9CggTG1amnY1KdP07h9+zMKhYzPnwvFz6orJCSFli1NGDrUXnKdPHiQSqNGBowe7SBpHQ4COA4OTgdUjB4t1WyC0IIeYOJER/G1P/74SNu2lkyYUF1cwr56NRmVSkXdusZ07ChogYuKyrh7NxWFAubMEZarq1RRcPGiE5GRrmLHP4B79woJDy+iShUZgwaZcOhQNklJZTRurEf37gIrf+dOEX5+eXh6yhg/3oC7dwv49dcskTmOji7F37+Ely9LGTjQgKIiJQEBwnnu318Dsl+/VmJvb0CvXoYSIA3w8mUZ3t4KunZVSM5VTIzwkHV11TyUP30SXqteXXitsFBF3bp62NsL50StZlMqVVhZCX+jbmijrgYNhAlWYmIRSqUGIPn6WuDmZsqtW1JpkY6OjB9/dMTLy5IVKz5y4ID26s5PPzlhbq4gJaWU+/e1JXEJCQLgLS5W0rPnM7GDq7qiovI4evSL1ufUGuvyZW6u4Pp1dxo2NCY1Vcn06TGoVCoMDRWcP9+IZs1M+PixkPnzo0WZ06JFTjRpYsjHj4UMGBBOfn4Z69c3xMBAzpEj8dy48RkdHTm//CLcJ44ff09RURkjRjgjl8PVqwm8e5fz9RzLmDZNAL7nz2s30/pW5eeXEBubi5dXdbp3F8iQxo0b8fZtnOTvbt1KoGZNY1xcpNIONYO9adML2ratypIlTfDwkCYmqBnsK1fi6dTJ7hsMdgBpaYUMGFCzUgZ7zJj71K5t+tUMqInpk8lkzJ0rBV0AP/ygieBs0MBci10HwUj56VMeP/30SDQ5nj3bkT17osVOjocPt8XXV5ODfefOZ969y+HixY4igx0cnMyWLS0qYLADsLbWp1s3h0oZ7NGj79OypTULFjQSGezt21+xa1cUcrmM339v9TXp6Y7IYK9e7aEFsM+d+yCaHBcubCyZEKklIsnJhV/lPNp6cHWdOhWLtfVZbGwusHPnK6AUZ2czGjWyxMvLho4d7ejTx5GHD1O4dSuR4mIlV692wt1d+turGWx//wQ6d7YvZ3LMYsKEYNHkuG2bppPjd9/dpnHjKhKT47FjsSKD3bGjvRbALitTiiZHHR05ixdLY/oOH46lc2d7USIyeXIIrVvbVtDJMYPw8Gro6prQubM9kZFT6d27o+S7pkwJEU2O27a1/LcAtromTvyBY8dOkZj4mWPH9hAZ+RIfn5bMmDGRPXu28OZNDBDNkiV/MmXKefH+W1ZWQI0a9qSmfsLIqOLf7P+q/qtA9j8B9q1bCWJMX9u21SpsNLNhQ6TIYI8ZU0cCsPv08ef58wzatatWYSdHlQo6d7Zn7txGbN3qxYcPg5HJZPTp48+DB8n06eNYIcBWZ3fev5/MggVuODoaM3DgberUOUtGhsAQTZ9eT4vB/vgxD09P6woBdnJyKnPmLGPu3OkYGgqDdvz4hvj62rNzZ2SlWuTatetRVlbG4MHjadSoPrGxb6lZ04zr1zfTu3cG8fGTWbeuLd271yI8/Avr1oXh6nqQdu1OsX9/JJmZhSQk5LJyZThxcf8zQ0GdOpasXt2Wd+8mMnduc0xMdDl/PoamTQ/x6VMOV68OZM+ezri7V0VPT4devTQNAHR05Bw96oODgwHHj8cSGZlGfPx34vtz5wqzbSsrfebMqUe7dtb8+GO4lsnrW/XTTw3p1s2Oo0ffc/myNtP1yy+NadfOlmvXEkhLK2L6dFcMDHT49VcNW6ZQyKlWzYBPn/K1DJhWVvoMHVpDZJ7d3IQ0kitXErR+N7lcxocPufj7fyY1VcNQGxjICQ1NIShIA2xUKnj1KktMvAFEkGJoqENMTDbNmpmJZkuAmzeTCA1NoUYNaSSdv/9nXrzIxMdHW15x9mwSd++m0KmTJT4+UqlIcHAGN26k0qmTFUOHCg/o1NRidu+OJygog3HjHL/uq4q1a9+RlFTEwoUuYjLJn39+4saNL/j6GtG1q2bbJ0+msWBBPB8/as7Br7+m4uurR6NGYGcXydKlX2jb1ojFi6uI1/0vvwhjtG9fQ8zMdFi+PJP58zP4/XcBcB09WgCoGDbMAHNzObdulZGVpcPgwfrUqqW5Od+7pyIyUtCy//Oe8uRJGffvl2JlJb1GY2LKcHPTwdNTRzxmW1tdWrXSF0F2aqqK6GgV6luzra0CHx8DDAxkODgoqFNHV2S71WVtrUetWqZ8+qSSSEmaNDHl3btCQkKyiY6WRtR9/31VXr7M582bQpo31461srTUZcOGOjx/XoCdnZ5kogbw6JFwHmUyJPnk6kpOLuHGjca4u0vB4LFjFcu1HBwMOHKk0df26p/54w9BC2xqquD69ca0aWPEsWMJjB8v6KmF1KXGNGpkyps3uaxbF03t2iasWFEPDw8Tdu8WWr8PGFCdHj1sCQ7+wuXLCdjYGDBoUA3q1jXhyhXNtfz9987UrGnM+fPx/9G9ISzsMx8+ZFNUVEaVKsJ918WlFu/fS+Vr7u5WFBSUSZp2qDs5qtM2Zs1qqAWwMzM1Jsdq1YzEmL7y9fq1IBFJTS2iYUNLdu1qVWFDlgkTBKa3W7fq/PSTdg52crL2pL5vX40RMi+vlJwcqR+gWjVDqlc3ondvf65d+8R339UUTY6bN7/A17faV4mIALDnzQsjNDRFjOmLjMwQ79GrVnkwenQdcdsvX2aIx2VjY8DBgz5ax3XmTJzIYPv4VGPRoiaA8FxfseIpDg5G/P57K+rWNadv3wAcHY3p1at6pQz2uHH3adXKtkKT408/hZOZWVwupq/ypiaDB9di+vTagAKQMXWqDU+e9ObevR7cuNGFQ4faYmKiy7NnGdjZGXLiRDvq1rWQbCM9XWNydHAwZutWr3ImxwASEvLp3dtRy+SYn1+Gi4sJ27a1EBnsQ4dikMtl32SwY2Ky/2FyLGX06Hsig716tQfBwckig92zZ3UtgN2vXwAhIWkMG+bC4cMVT0LWr29Ou3bV/m0Gu3w1aOBKgwZ18fBozNy5y8nKyiE/v4AvX74QFHSPBg12o6Nznfj4KF6/TiUmJg1QUVamYPv2TRQWFtGmzb9Psv1v1H8VyC5ff/+dwI8/hmNlpf/NmL5r1z5hZKSQMNgPHnyhXr2zREVlYWNjwL59bSQA++DBGHR0ZKxY4S7G9JWVKVm9+hlt2lwVTY6//dZCArDz80tp1+6aaHIcPbo2O3a8YvbsMO7c+SyaImrXNmXVKqHxy+PHqfz881PR5Lh9e0stgP36dQydOw+ie/fOzJ69UHy9d29nXr/OIDT0C6dPVxxRpaOjQ4sWHgAcOHAUQ0NDDhw4xt692+jRowf29qYsXNiSq1cHEBQ0mDFjGmJsrEtBQQkTJ/pTrdpe2rc/z88/P6JJk1McO/afdVcsX3Z2Jvz6awfevBlP7961UKlgz54I5sy5Q2pqEQUFFbv/q1Y1YseOVsjlMtate4a/fyLPn/f9qvmM5/p14WE6Z049Xr/O4M6dz+zZE1XhtireL0O6dhXMGlOmhGmlELi6muHtbcvnz4X88EMI/ftXJzm5iK1bo/n0SQNuvv/eCYBLlz5980FerZohtrYGZGeXVBiqX6WKwKiqJ2SA1tgGvn6HSnyvuLiMmjWN6dbNDlNTBY8epfP4cTqmpoqvf6/kxg0hGaV7d43h6sWLLGJjczE2VtC1q9SMo1Kp+PXXd4C69bt0P9asEUwxrVpZYGIifM/OnR8oKFDSvbsNjRoJzN69exmEhWVhaanLoEHCdxQWlomfnzKlhrjt0lIVy5Z94vffk/H3F8BeYGAely7l8vRpIVlZJZSWQkpKHmFh6bi7Cw/DgIACSkqUWFvLmD7dhKCgAu7dK8LCQs7EiaZkZyvZvj2bWrVgxgzh5n/yZCmFhdCkiXSifO+eMFnx8dG+hT55IgBdDw/FP14v4/nzMmrWFD6TmKjk9u1SoqJUIiD/8kXYrjp9JDW1jHv3CikoUCGTQUxMCamp2p041TnasbGa1RNdXTne3oK86Ny5f2oXFYwbJ8iUvLzMWLnSUaJfzMkpZexYO+rVMyIxsZgJE+xZs8ZZZNZ37EhEpVKhqyvn0aMWrFrlgqGh5lycOvWFzp2r8PhxM86caYi9vTBm4+IKOXr0s9b+AzRtasrevcKy8969CURECL+tjY0eO3bUx8REBz+/JLZvfw8IcYDnzjXHy8uY9etfcvbsR2bPrs3nz7lcvpzA338nIZfL6NrVDpUKDhwQxtLw4TWJispg3z6NpKtqVSOKi5VkZZWIq1//qp48SWblylBatLCld28N41unjitxcfGSv337Npvs7BIaNxYmimoGOzIyAyMjhZi2Ub6ysooZNOg2urpy0eRYEYM9dOhdbGwMKo2zO3fuPWvWRFClih4LFrhV2Ghm4cLHhIWlYmSkw+DBToBgiKxTR4g7U8f06erKsLc3xNtbGDtdutgzZMhdkcHesMGT1asjRAZ71qwGIsAePjwQP784PDysRInIpEkPaNbMil9+aarFYE+fHgrwzZi+/fvfIJMhienbuvUl69cLxNncuQ2pW9dcjOmztRValVdmcgRo375ahSbHwMAvfPedk2hyfPgwRexIXFH5+NgDMgwN5axa5Sm+npdXypAhd/Dze0enTgI7Xbu2NFZOiOkLwMhIodXJUW1yrF3bjD17WovyvKioLNHkuH17SxQKHTGmLzw8jbVrm1UKsA8fjuXJK0n7LAABAABJREFUk1ROnWonYbCTkgqoWdNYZLBPnXr3NUrY4x+NZjIYM+YeaWlFdO5sz4YN2rnl6nJxMeX8+Y7/McBW165d66lXrw5KpRIrK0ssLMy5f/8hjx5FEBgYQq1a4Sxb1pymTYsoKXmAvn429etbkJpaxuXLR8nO3v0/+t7/af1Xgmy1yfHDhzwGDXKqFGBv2PCcFy8y2bNHkGWEhaUwZ85Devb0R6kUlmorYrAfPxYG7IwZ9QkO/sKCBeHUrXuOLVs0el81g52fX8qlS/GMHXsfF5fTPHsmsIrVqxsxe3aDCsHRypWCjkjNYIeEJDNxYt0KGey7d4Pp2nU1vXr9xNixS9HR0aGkpIwdO55jYqJg1aqWAGzd+oycHO2mKgA///wLN27cwsBAw1aNHz+dLl00HSJlMhk+PtU5cKArnz9PYvbsZnTo4EhxcRkxMcJyck5OCSNGBNC+/YUKpQ7/btnZmbJ7dxciI8fQtaszpqYGLFp0n7p1/+LIkVcVAtS2be1Yu7Y5HTpUY+RIf3Jyili92gNHRyOWLAknNjabKlX02bOnFQCrVz/7t9opq2vGDFe8vKwwMNBh6tQwrX1YvtyNZs2qEB+fR1paMYMG1UBHBzZu1IyJtm1t6d/fjlev0rh27dvazwED7HFzM+HJE+2mNI0aWeDtbUNBgYa1zM8voVkzM9q102iZU1OLMDZG1OaqWe3Y2Fz09RWEhAjmQS8v4TMhIano6MgZONCRhg3Nxe0cOhRL9er6DBjgoBXNd+tWMgqFCnt7fX74QZq7++BBOp8+FWBsrMOsWU6AoA/ftesD7dpVYeFCYUVCpVKxe/cHGjUyYfr0muJDY8uW97i4GOLlZS52KwQ4fDiZmJhCatXSZ+RIa1QqFWvWCMcyb54lsbEadruwsIRmzaK4cyebn34S9NoLF5pgZiZj7dpcfH0NWbDADDMzOX/8kUd2tgpHRx2aNNEjP1/Jq1elgIrBgzWslUqlIiysgKZNS/D11b5+MzNV+PoqaN5cc66USiUvXwq/l7r9uvr/DRtqGtYUFqrw9NTDxUU98RHGmUymSRrJy9Me/7Vq6WNnp0t8vDS6qnPnKri6WnD4cIbWqsisWfY0amTJ3r2ZjB1bjYAAzQN4yJBodHXl/PZbLTw8TDh+/Atjx1bj7781cWgHDghss6GhDkuXuvDmTWtatxbGzZcvxdy5k45cLmPgQBvi41uJn1u8+J24ovLP+uGHaixaVJ2IiGy+//6l+HcNG5py5EgT3NyM2bTpLaGhwrVbp44JI0cK/plp056Qn18mSra2bxcm0sOHO6OvLycjo5DU1EI6dLDD1FSXly8zJU2yXFxMMDVVkJj4r+9dKpWKESP+5u7dz4SFpdKlSw3xvdq16/Hhw0fxfKtUKqKjs0lPL6Z6dWNJTN/z5+n4+bX9Zkzfp0953zQ5xsfn4exs8k2T47t3uUyZUq9SgL1vXzTPn2dw+HBb9u5tw7VrnTl2TEjJUgPssLBU4uJyuXy5M+fOdWD37lbcvfsZHR0ZLVvaiAz2y5dCQkZ5Bnvq1BDu3BFMjps3tyA8PEWM6evdu4ZWJ8e+fYUGNu3bV/sXJsdUVqxwl5gc9+yJomZNY5HBnjMn7CuDL8T0aZsc33HokEBCLV3aRGJKjYrKZNSoe2JM36ZNnhgZKQgM/Ey/fgGsWPFUch/OzBSuv6SkQmbNEmSfOjpykSDIyythyJA7BAcnU62aIevWNasQYKsZ7JSUAi5e1Jgchwy5Q5Uq+uVMjppjGTfOlXPnOpTr5PiOxYsfizF9EydqmxzXrn0mmhxPnGiPj48GYAcGfiY5uYCTJ9uLJsfQ0FR++62FFoPdv38AZWUq+vWrUSmD/b9VDg52rFq1kJcv77Fw4Ux0dRVkZWXz/v1HsrKyKS3N4erV/cTGXqZBg0Lq16/Jq1fZJCfn8+pVNImJFU/y/6/q25bY/wfr5s1PrFsXSXGxkgkTXPn556ZaQPa3317w559vkMtl7NnTiufPM1i8+DEJCdIl1StXNAD75Ml3LFv2BJUKVqwQXLnffXebgADtpiEREX0wNFSQlVWMl9cVvnyR3rRNTXV59qwvcrmc776ryeHDseJ7JiYKOnSwJz4+VzQ59utXg1WrmjJtWhR5eWX06mVD9+5WHD9+gV9+eYur6zh27y5m926hbe+IEfV5/z6NgoJC5s5txqNHKfzxRxTjx9/lxInOkvNx4sQdhg3byuDBbVi8eDx165phYKAgMTGfvXujUShKqF3bhDp1LGje3P7rPuoxbFg9hg2rx8ePOTRufErSHOXu3SRsbf9CX1/O8OGu1K9viaGhLunpxXz4kIOxsYKcnE84O5vRpImSJk2sqVFDOwatYUNrbtwYxM2b71mwIIjIyFTGjPmbEyfesnhxc9q0kcZbLVjQmKioNG7fLqFHj6sEBPThyZNk/Pze0b37DR486EP//jVZuNCNv/56S+/eAYSE9KBatW+7mkG4Ufr5taFt21scO/Yea2t9tmzRTN50deUcPdqa5ORC2ratiqenFU+fprNjxxs6dqxG376O6OjI8fauyvnz8Wzc+IJevRwr/T5ra32eP88gLCyVAQOcJO99/JjH/fspYpYywKdP+Tx+nCbRAL96lUleXilqma464tDd3ZLMzGLevMmhbVtbvLysvo6FDyQmFuDkZCIeV0FBKQcOxGJmlk/LltIknbIyFT/++ILIyCy2bnWTOOwFhuQlz59nsnlzA6ysBCbz55/fkppagoGBXGwTf/FiMidPfsbKSpe5c4VjjYnJY+VKIfLrzp0W4kMqM7OEpUtj8fY2YsaM6igUMo4dS+f+/Qz69LFg6FAzVqyQTmDy8pT89VcWjx+XYW+vw5Qppvj7F3Hz/8PdW0ZHkbbb37/uuLsTT0iIQEgCwQk2MPjgNsMAg7sP7gzuriO46+AuESAESCAh7iHunu73Q5FuejrMM+ec55z/u55rLdYiLdVV3VV173vfe+/rViWGhiK+/RaWL88gJEQddXWYPVv3835VExZWTa9eari4yCe3cXESYmIkmJhI8fBQnPQWFEi4dKkaNTVF9jshQUpxMbRrp4q1tXAsUVHVtG0rpkMH+etCQ6t48aKKFSuEQUpHR0LLlmIMDUEiqcXEpAqRSJk9c3bW4dSpQj58UATZTZrokJ+fT3Z2Da9fl+HrK5eGODpq4uGhSUREBdu2ZbFpUwP69jXi0qV8YmIqqKiQ8O23Juzencb163ksWJDA0aPurFzpwNKlicydG0/PnqZYWAi/bYMGmjx71gwrq8dkZlYxe/ZHQkObo6oqRkVFRHFxG3x9XxITU8HMmbHs36846NfV4sWOXLyYxYcPpcyb95Fdu4QBvW9fC54+zWHz5nhGjAgjPLw9urqqTJzowunTKRQVVbF9ezTTp7tx+3Yqr15lERtbhIuLPm3bGnP3bgYPH2YyYIADPXrYkJlZwbt3+djbC7+3mhqUlFR8dcXsywoLy+bDh7pJugp79kTSsqU1Kipi9PQMqK2tpbS0DF1dHcrLa/nwIR93d33c3PRZtSqcs2cTZDF97dopAuySkmpWrXohMzl+DWAvWRImMzkePqwspbhwIZH169/JzIAzZ3oqAezVq99w6lQ86upifv+9nSwysGVLwXxXXFzNvHkvCAnJxtpam2vXhEYz9+6lM2tWKBUVtTRtaszx4+1kMX2amiqcPh1Iu3aWMgY7OroIT09DDh1qQ2hoNvv2RaGrq8r8+Y2VGOzp04Nlx7Vjh7L05eLFJObNeyGL6asD6HUmx7r4XVdXfRmDPXy4E1u2NFdisE+ejGfyZEGDvW6dn5IGu0+fe2hrq9Czpy3797eSAewhQx5SUVGLo6OujHj47bdYVq4M5/jxdsyb917meSkpqSEtrRxDQzUGD36IVCrFykrrqwz23LnCCoeTk55Cikgdgy00s5PH9BUUVNGjhzCWdOggnEt1DLarqz6zZnkxbZpyq/Q6DXbbthbMnu0lY7CnTAniw4cCWUzfy5c5LF4cBggM9peSnoiIPPr2FRrj+PqasHdvq3oBdklJNSdPxpOaWsrt2+l07GiFrq4akya5YWCg3H5XKpWSn19AVlYO1dXVVFfXkJJSxtu3JUiltWhqGtOrlyvdu3emR48uFBUVo66ujqam8rYGD74PFDB+/BLs7Er47bdDdOz4rdLr/rfqP4rJvn07jR9+eEJsbBGzZ3uxfr1/vQz2qlVv0NNT4+DBVvj4GLNpU4QSwB41ypWWLQX27PjxOCZODMLYWIOVK5vKJCL1sdCdO1vLckvFYlG9WujZsz0Ri8Xs2BHJ7duCKawuQq1btwZoaqpga6vDjz+6yEyO1dVw9mwWf/6Zy6RJUTg6PmXRImNsbdsRFVXFpk0tkUqnIpVOZcgQJyIjc7h/P5mcnHJmz/ZBR0eNM2fi2LUrQmFfFi9+CXzHmTPm+PhcQUfnGNraf2Bjc4aVK998vnE8oVmzowwZcoEdO14QHy9ngI2MNOttOw5CFuiRI1HMnRvE1q0RLF36isOHP3LuXDznzmWwcWM0ffpcZ+TIWzg4HGLs2NucPfuRvDzFSUnXrg6EhY3g6NGudOvmyJ9/JtGmzXmGDr1JUpJcBy4SiTh4MJB+/RwpLq4mOrqAffva0KSJMTExRYwb94yCgkoWL26MnZ0OiYkl9Ohx72+X/L4sR0c9fvutFWpqYrZvj2bzZkUjpLu7Ae3aCeeMg4MuU6YIIGLcuFCZ3nHs2IYYGKiRk1PGo0fKSSN11by5oJN+8UJZP1YHmr88/xITSz7vo3wwjogoQEUFPD0NAXj4MAsfHyO6d7fm5s108vOrEItFGBioU11dy+3bwoRx6FC5DvPcuWSKi6uxsjKnTRu5Fh7gyJFE3r4txN5em/HjnRSeO3EijZCQAiwtNRg3TtheeHg+f/75CbEYNm0SBrPS0mpmzxa068uXu6Kvr4ZEImXGjA9UVkr44QcbAgPlOtUFCxLIyKhCKpUwYIAJhYW1zJ6dSnm5lD599Lh7VzGuzt5enYMH7Xj5sop27VRYudIATU0RGzYIqy+zZumwYEEaK1ZkcPNmGm5uKnTvLkysjx4VAGu3boray0ePqgEpgYGqSvKYoKAapFLw91eVdY+se7yqCgwMRLLf7cGDCp48qcTJST4oRUUpNrFJTq4iKKj0c/dNEbm5tbJotS+rTjP9pVzExMQECwszBg82QUNDxKlTeezencmtWwWy18yda4FYLOXly2K2bUtFWxsaNdKkuFjCwYMC47Ntmwvq6iJ+/z2TFy+KWLzYnm++McLISJX16xVlEQDR0a2wtdXg9esStm6VGwl1dVU5c8YTZ2dNHj3K5ddf6z//tbVVOH7cCwsLVUJCcrhyRc48rVnjTuPG+sTFlbJ9u8A+isUidu5syrt3eaxdG0F+fhX29jp8+lTBoUOCfK11a/PPv4Ow4uHgoMfDh5mEh8sTfFJSSpFKwcbmX7de3r49XOHvkyc/Mnv2UwCysjLR0tJCV1fn8/Go0qaNBba2uvz880u2bXuPk5NevRIRFRVN5sx5y5kziXz7rc3fMtj372cwcmT9cXZ1DPanT+UsWdLkqwz2li2RNGigzR9/tP1qJ8dTpxLo2tWGa9c6U1FRy7x5Lxgw4AEVFbUYG6tz/nxHduz4wJkzibKYvi8B9oMHmVRXSzh4sDX376czfXoIHz4UsnSpjxLA7tPnLjExRQwe7PhVBvunn55hYqLJggWNZQz2xo3vuHYtRWZydHXVY+rUYJnJsT6AfeZMAvPnv/wcZ9fkqyZHBwc9BYA9fXowJiYajBzpwsKFzTE21ue332KZMSOEvLxKZs16p9Tw5OnTHBmDLawG1A+w+/a9x/nzSfTqZcvVq3KAvXDhK5nJ8UuAPWjQA3788QlhYfJx4tSpeJnJccgQp3oB9rx5L2QM9pcAe9iwR1y8mIy1tRaXL3fi+fMsJk8OxsFBh7Vr/ZQY7FGjnqKnp0aXLtZfZbBfvsxh5MjHLFz4ihcvcoiKKuTIkRiuXUumSZMrHDggRGdmZ+fSt+9I/Pw6Y23tjZ9fF374YQoTJvzM0KFnGTfuCVu2fGLbtgh++eUjrVpdZ/jwIJYtiyEvT0UGsIWVo1j27/+NIUPGcf/+PVRUVOjffwRPngTToUM3pX3836z/KJBdZ3IcNsyZRYuUY/q2bYuUmRwXLWpCv34OuLrqM2KEs9K2hg4VQMOpU/Eyk+Pw4c4Ky1o//+yNqqriZ/TvLwcoenpqSic4CF21Nm2KYNmycFRVRezf34qrVzvTo0cDmcNbJBKxYkVTDh0SJCI6OioYGn55AosAFSQSDZydddm69RVRUcKA0aOHE4GBtty6lcTatSG4uRlx5EgH9PXVOHYsjocPhcGtoqKCjIwQhX2TSPiis5sWgYH2tG1ri7GxJs+fpzF9+m2cnffg6bmf2bPvs3t3mOy9NjY6TJ7sxZ07PXn0qDd37vRk9+62TJnixfffu/Lzz03Ys6cVW7a0ZPv2Lowd60uXLraIxZCcXMyhQxEMGnSN7t0vEhBwgsWLn/HoUQpVVbWoqIj58UdPTp/uztKlzT4vb8Xw/fcPWbjwBYWFAtBXVRVz4kQX7t/vzdChrujrq/Pnn1357jtHrl5NJTDwJsXF1Vy92glnZz1cXPSUfsO/q44dLfnjj5Z06mTG3LkvWLw47Kum0qlT3ejQwRx3dzUmTnyAVCpFT0+NFSu8+fAhi/nzg776Xm9vAxo2VCEjI1vpOUvLWvz91dDQkL83Li4PHx8dGSsN8PBhJqqqYjp1sqSmRsL16+mEh+cTEGDKy5fCudKrlzCwXrmSRlxcCQMG2OLrK+hGBZ9BBAYG6sye3RR9ffmgkJNTyS+/RNK+vfHnVAf5uVlUVM2uXbE0bqzLL780Qk9PlaoqCaNGhZGWVsjq1c54egoT0QULotHUlNKzpxkTJghszOrVCTx9WkyPHuZs3iwf+O7dy+XevdzP14wbYrGINWuSqa6W0KqVDj/8YMzkyYLhTCyGrVsbEB3twcePtbx/X0VpaQ0//qjHb78V8vhxPn37iunTRwP5T1DDu3cZjB+fTHR0FaWl1Rgbw9Chik2trl0rwciogj59lAeU58+raNUK+vYV2OmyMgkHDuRy504pKipSWrUSHpdKpTx9KpyzbdrU5YHX4Owson17dezshNfl5wvXoqGhCrW1UlRUpErpLgAuLhq4uqorpIvo6emhpqaDubkaNTViNm5MZ8qUJH76SZ584e2thbe3mEePPjFzZiwnTmQRGKhH8+baHDuWQXFxDS4u2ixdao+rqxbTpgnAds8eV7Kyqtm6NZUnTwoU9kVfX5WDBz1o2VKPzZvjiYiQT3x8fPRYuNCW6Ogyxo//QHCwcnIJgK+vPgsW2PHyZQE//hgui6bU0FDhjz+a4umpzpIlb2Sm3iZNjPjhB0dqaqQsW/aWsWMFbffNm4J52NfXGHd3PWpq6jTvwqSkbpWxrKwaNTURVlZaSqD2r1VYWFmv9+TkSaHZVWxsFI6OdgrPbdrUHDc3fe7ezUBDQ8yyZU2VGs0UFFTy00+hPHuWj52dDuvW+SvtS1SU3OTYqZMV69Ypx9lduZIsMzmOH+9eL4O9cmU4Bw5Eo64uZunSpnzzjaLUq6ioihEjHn1msLVwdtZj6NCHtGp1nYMH5cd+48Y3rFwZzvbt72nYUJ/jx9vJJCI//fSM9PRyzMw02b+/FUOHPmTRImG8WLXKVyGj+Uvzpr+/Kdu2KccPXryYJDM59utnz7x5gqxj/fq3rF37loSEYg4davVZg32ftLQyhg51qtfkePJkPBMmPKdBA22WLfNh1iy5Bvvjx0K+//4RurqqX5gc5Qx2UlIpPXvasmVLc/T1dTh3Lo1jx4TrYuHCJrLmSV/W1q0fCA7OljHYzs6KADsvr4KBAx/IGOx16/wVGOzbt9MZNsyp3pi+QYMcadJEMKSfOBHHihWC4fPvTI7BwdkYGakrmBxnzAiRmRz372/Nixc5MpPjsGHOCo1m6kyOsbHF+PgYKwFsqVRKcHAWs2aFMnFiEPfvZxIQYMaQIY7cudOVP/5oR6NGhhQWVjF//ku6dLlFTEwZr169YdGieaSnZ3DjRgRDhx5CKh1HVpY71dW6ODqWM3JkcwYNcsDCQpO0NCk7diTi6/uMNm1uMnz4Cry82jJgwBgiIz8ybNhQvv9+KLW16ri4+Hy1Hfv/Zv1HyUV8fIxp0sT4qwz2vn1RNGyoz7x53gopIi9fKgIZGxtt/P1NOH48jpUrw7Gz02HkSFeFEzYqqpC1a99SUyNFX1+NoqJq1NXFfPut/GZ1+XKSTOulra1CWVktvr4mXL2awpo1bxCJYNGiJgwaJDCEX3aK3Ls3iokT3RUGVH19KCiQ76eVlRa3bn3LL7+E8uxZOjo6csZtxYqWXLoUy/7975g924+BA52JiChg5crXDBhwj9DQPiQlPcfOLpuov3gA9fTS0NU1QlNTk40b/TEy0mDbts5cuBDNtWux3LwZR3R0HsnJbz6zwMJcrXFjG+LiCgkK+kTr1pa0aGFB585fl0TUlUQiJTw8i9u3k7h1S2i3/vhxGqGhmaxZE0K3bg5YWurw009etGplzYoVLRg92oONG1+ze3cMT55kceBAFIsX+zBunDva2mq0aycfwKytddi6NYDIyELevMmndes/OXOmPc+edcfMTFOJjfxXNXiwA9XVtTx8mMGaNW8pLKxi+/YApe2IxSKOHg2gSZOTFBZWsXfvOyZNaszo0e788ksYISFZnD0bx6BBLkqfYWurS1xcIbW1UioraxW00B8/5vPuXa7CTS0sLIfw8BzmzxfAQ1VVLXfvplNZKaFVKwuePcsmL68SNzd9GjUyYNMmXyZMcMXQUDhndu8W4iTbtbOQXTunTiXx8WMxTk669O6tOAjPmRNOQkIpjo46DB6s+NySJe8JCcmjVStjvv9eAPFr1kQRHl6Io6M2U6YI5/uVK5ns3JmAmpqI335riqqqmBs3cli+XDBSTp3qgKmpAHAzMysZPjySvLxqtm93w9NTh0uXstm4MQkbGw0OHXJj7165fv3PP53o2tWQN2/K2b8/H5EI9u61pLhYwvz5WVRVSRkwQIfcXMXGLgCHDuWSk6PG8+cSfvpJGyMjORdRUSHlzp1KSkulBAaqK7332rVKwsNrWLFCYDFPnixg/Pi0z+eDGmpq5tTWavLhQxU2NtCqlbqMyX71qpKnT8tp0UJTdt1LpWr4+hpgaalGREQJtbU1qKnJgfT58zlcvpxHp06GxMSUkZuruKr0ww9xnD2rmLduYCB8XklJDb6+r4iJUVw5atJEh9evSwgOLmbTphRWrHBk2rQG7NqVTnR0OSdPZjFsmAWzZjVg5cokpk6N4eVLP1RV5d9T164mnD+fQVBQHiNGvCEkpKXsHB492oawsGJ2705lwYKP/PGHFw0aKJugpk515M6dbK5fz2LmzEhOnfJDTU1M48b6dOliQWRkIbNmhXPvXiAikYhly7yJiMgnMjIXKytvbtzoTKdOQhSlnZ0uUVH5siZAGhpiWrY0wdZW+/P3mEhUVCEdO1r/bWORmhoJtrZHFTwZXl4m9OzpwA8/uCMSiYiN/Yi9vfyaqEsRuXYtBScnPTZubPYVk+MDKitrcXXV59y5Dl9tld6woQGNG6t8lcGeNCkIHx8jOne2qZfBXrDgFRcuJOHsrMeaNX71MtiDBj2kpKQaFxc9xo1zY968l0rfxfLlPvz6a6xMIrJ0qY+CyfHBg0yMjNSxstKmX7/7sve1aGGmxGD3738POzsdmjQx/iqDvXjxK2xstBk2zEnGYO/d+0EmEdmyJQBnZ7lEpFs3G7ZtU2awT59OkElEBgxwkK1MgwCwe/USGOzu3W04eLAN2tqqPHyYwcqV4VRU1DJypAtr1/ohFov47bdYZs4MRUUFtmxpxqhRDWnWzIIrV9J5+jSXmBhhhTE6uphOnSxZt87/KybH+4jFItzcDLhwoaOSRKRVK3M2bGgmY7AHDrxP06amODjoyjTYdRIRqRRWrmyqQAiCokTkS0lPHYMdFpZDixZmbN8ewPPnWWzeHIGlpRZTpzZSYrAXLnwlMzn+VSISGprN8eNxMhmshYWw6jBrlqfCPaJzZ2u++86eOXNCycj4RI8eOZia/sSxYxrMm3cQkJCbK6wmNm5cydKl3ejUSe7jqampYdeuB2RlJZCZaUtkpBpVVe1Zt24iw4YFyAB1dPRj9PQ0vuoD+d+u/ygm28fn6wB7/fp3FBfXKAHsPn3uYWiogbu7nNEeOtSJEycEBjsrq4KffmqoBLB7977LgwcZfP+9My9e9GLwYEeWLvXBwEAYeC9dSmLMmGdkZ1eweHET7t7tRrduNri5GbBu3Rs8PAzZs6elLKbvy/r4sZAtWyKYO/fFF58ZQ2qqfNnUykqLhw974uJiQHR0LtHRubx+LY/H8vY2Y/z4xvj7W7BmjcBWL13alG+/bUBurqD7evIkhNat7RTiuXr0MGbChHwyMkpITEzk6dOrVFVVoa2tzqBBbvj7R6Knt4NLl7qyZEkrRo/2plUrK4yN1YmKKuLmzRSWLn1Bp05X6dv3KoGBZ1i/PpQ3b7IVWNvi4mKKi+U5tb6+Fvz8c3MePBjE9evfcf16X2bO9MXLy4TU1BJ+/TWSNm1O4+HxG6tWBfHxYz6rVwcQHNybNm0syM2t5Ny5OKytf2fKlCe8e6cos7C31+Xp0+74+ZlgY6NO69YXOXjwvazN83+1Roxw5ty5QNTVRbx7l8XkyY/rZaXt7fXZv78DACtWhBITk4+enjorVzbHy8uAo0ff1rsPKipirK11UFMT8+mTopSpTt7y5aTq7VvheJs0EXTTISE52Nrq4uVliK2tDufPp2BoqM6oUfLzzcVFD1NTTd69Eww2OjoqjBwpPF9VVcvZswno66uxeLEXFRWlst/r/v1Mzp5NQUNDzL59itdbcnIZu3fHo6IiYs8eH1RUxISG5nH3bhZGRmocPeqHnp4aSUllbN4sTEB/+aUR/v6GREWVsHlzwmemzYmuXQVWvrpawpAh7/j0qYpWrQwYN86a5OQKxowR0iHmzGlAdbWUefMEMHvunANduxpSVSXhxx9T0NWVsGyZMc2aabF+fRZisZQ2bbQYNkyf6GjFRk0qKjBhgil37gi/yeTJAtCprZWyfn0yK1emYWQkpUkTNWxtv9RcVxAZWUF4eDWamtCmjTIAl0iqmTMnDW/vj1y6VMabN1UK8pGQEGFACQiQX4+vXlURFlaFtbUaxcXCIKGrKx/Q3r4t448/somPL0dPT4W8vBpycoTzo7i4GDc3ZebGzk798zFBQYHyJEMsFrFxo3AebN2aQnp6BXp6qqxZIwxwp05lUV5ey/z5dgQE6KKhIeXoUWXpx5Yt7jg5aRERUcz69fEKz23d2pCffrLkyZNcevcOo7S0/v349VcfevY04/r1NJYulcuzli71xNhYjaqqGh48EO6LDg66uLvrEh6ex759H+nWrYHMKF7XdKguzzslpYSgoE+yrPkDBwSmob77cV1VVtYyaNANWYxdz572JCSM5N27YfzySysaNRJWgOLj43FwkDPZ5eW1BAVlkZdXycaN/n9rcqyqquT331t8FWDn5FSipaXCsWPKS/N1EpHKSgldunwdYO/fH01hYRVr1vh+VSISEpJNQUEVp08HMmSIk0xyVlcikQCOL19Owt5eR8HkOH/+Sx48yEQkEhKQvowtNDRU58aNb2R/Bwdn06PHHTIzKzAz0+KPP5SPq87kmJlZwfffOyuYHBcuDKNlS3P27m2Ju7sBgwc/wNZWR2ZyrI/BXr06HAsLLZYsaaLEYM+f/5KsrArat7eUAexHjzIZOvQR0dGFTJvWiC1bBI/I6dMJLFkSgp4erFjhK2vIEhhoxpYtTXjwoB3t2ukAZZibi74KsOtMjkVF1Zw/30EBYDs66tK6tblSTF95uQR7ex0FgL1/f7TM5FgfwF6yJIwbN1JlMX0CwK6WmRy1tFRlAHvmzFBSU8uYOdOj3pi+4OAsRo50UWCwa2okbNsWSbdut/n99zjc3Q2YOrUR5851ZN48bwWAXVVVxe3bD7l2bSdlZRsxMytALBbj5NSYBw8yMTbWorKyEG/vPA4ebM7169/TqZMjUqkUf//rGBtfwc5uGDdvHmb1ageSk4czZIgHMTFaLF78SXavBNDXN6G42JTc3P83nPJ/FJO9bp0ywF6//i137qTJzBB/zcGuazRz+bJgcpw6tRFBQVkcPPhRZnKs6x4FwnJd7973ZDF969f7o6Wlyr59rWSvuX49RRbTN2aMK7NmCct1fn6mMgZ76tRG9d7Qz59PZP/+KMrKqsjMFBimJ0+CGTNmBurqq6moEAaM+/d70LCh4OTv1MmOZ8/SuX8/md695dKXmTP98PD4lZCQDObObYarqxEnT3akf/8n3LpVQlxcKRMmNMbY2IyNG1MYONCMPXsakpRky4EDD5BKq1m6dAU//jiOZs2a8vFjLA0aWGNkpEtVVTTz5g1V2Pfk5GKCgj7x/Hkmz55lkpRUSGxsAY8epfLzz0/p0sUedXUxfn4WuLpKsbPTxdbWnqqqWqqqJFRW1lJUVEVBQSWFhZV4e5uyZUsgHz/mcfRoJEePRpKcXMSaNaGywdLNzYjXr0dw9246+/dHUFhYxe7dEezeHUHHjmb4+ZnTqZMdbdrYYGamycOH3Vi0KJgnT9JYsiSU48ejmTu3Mf36uWBoqJgF/K+qb197rl/vRM+ef/LoURrq6ips29Za6RwcPLghz5+nc/ZsNOPG3eH+/YGMGuXG5s0h3LyZye+/v2f0aC+l7evqSpBKyykqqgDkTSwMDVVo2FBX1iK9rKyaoqIqvL2NZTfxa9fSPxvHGiGRSLlwIZn8/Co6dLBQ+pzt298TEZHLzz97yxrD7N0bzeXLyTRvbsqIEY6kpQnaW5FIkzFjgjE0FDN/vheurorNNezstHnwoC1hYQU0aWJISUkNw4e/IDa2lJ9/bkj79maUldXQt28Q4eGFTJnizMyZTnz6VMm3374kMbGc6dMdWLhQrv+eMyeGykop9vaanDzpTW0tDBnyDm9vobvk6NGWtGz5moAALRo21Kd/fwHsrFiRRXh4BU5O6syebcqDByWsW5eNsbEK+/fbIxKJmD07TfY5gYG67Nhhy5Urpfj5CcvcPj4CIH39upiff64Dimp069ZAltecmlqJq+srxGIRuro69OljIdNjGxgo8xiJiVXcuSMsKXftKmdw4+MraN9eg7ZtBflIfn4NRUUSdHREGBuLqayUYm2tjrGxHDjURfdlZ9fg769DenoNixcnYWioyvDhEkaPFiES2bBqlfw4LS3VP++bKqGhvgwc+J6XL+WSDolESps2hkycaMWtW/ksX57EgQNujBxpyfnz2Vy9msuePenMnm3LjBkNGDo0gpSUCoYNs0JHR75vurqqHD/ehAkTIlm2LBZPTz369xfiGdXUxKxb15CHD3N5/bqIESPecv68D2Kx4vdlaqrB/Pku3LiRwbp1HwkMNKNrVwuMjNSZP9+N+fPDWbMmUgZcp0xpxLFj8Rw9GsOqVU1lIKumRoK/vzGNGgnL6nXAz8PDkAcP0ikrq8HHx+SrIDs7u5wJEx5w8WI8BgbqnD37LV262NX72oSERJo185H9XV1dg5aWmE6drGSGwroqLKxi4sTnJCaWYGenw+7dPujqKk66P3woYOHCVxQUVP1tTN/Ro7Eyk2N9OdiLFr3i2bNPMpNjfQB7woRnJCQUY2OjzdWrnT+3Si9Rii01N9eUabBPnmxHYKCcwX74MJMOHSwpLKxW0AoDTJggSESysspZv/4dR47EAEJs3q+/1p+DvWtXlMzkOHeuXCJSx2CPGuWiENPXrJlZvTF9X5oc/8r01jHYeXmVDBvmJEsRefr0k8zkOHKkC8uWNZUx2DNmhNCjhwEBAeZMntxI4bPqYvqysipo2FCH48fb1wuwJ0x4TkpKKU5Oegoa7DoG29FRj1OnAmUAe926t5SX1yo0mqljsDU0xPzyix8TJih3FK1jsJ2dBX15nURkxIjHlJZWy0yOz59nsX+/QF6sWePLuHHybUVGCgC7jsH+UqpUUyNh3LjnfPhQgJqamMmTGzFvnrfC71lYWMyTJ0HcvHmfP/+8R8OGzvTr14dNm7ZhY2NHTEwuSUmF5OZWEBBgxc8//0T79gEMGCA3Wq5Y8YS4uFpARGXlKK5dG4uZmXAP/f33tsTF3ebFi1yuXEmRNVKqG9P+eg7/X9V/FJNdH4O9bt07IiMLOHq0jQLAnjEjhMTEEtzdDbhypTPm5kIL5TodUlRUAevW+SksJQkM9j1cXfVlWq2/Npq5dCmJsWOf0rixEbNne8papW/e/I7bt9MQiVBgsIuK5AxOeXkNy5a95sWLXCQSKUuXNuHy5RuMHj2d48d/o6JC+Kxvv22Au7uh7H3ffutIx442BAenKrCpDRsaMXKkB7W1UvbufQOAgYE6kya5U1paS0SEO56e3syZY8ujRz7s29cQVVURv/8eS2FhMaNGOfLgwUUeP75Mz56d2b59DZcv/07Hjm159eqV0vdvZ6fH4MEubN/ehpcvBxAaOowzZ3oyerQn1tY6fPpUyvXrCaxcGcySJc9YuzYEJ6cDuLsfpnHjo0ybdp9Onc7Rv/9VRo++zfz5Tz4fhzG//NKWlJSx3LjRjwkTGtOihRUaGipIJFK0tNTo1cuea9d6EB4+kMmTvWjc2Ij795PZuPEl3bpdwMPjKK1anWTZsue0a2fBqVOdcHExwNRUnTFjbmNuvo+uXc+zc2cYDx+mkJZW/FW99JfVuXMDLl3qhrq6mP37I1m+vH6d9bJlAVRV1fLwYSqnTkWjpqbCsmVCvOKqVcEyreiXJZFIqamRKDAAALGxBXz8mI+urnDzSEgoJi+vkoqKWtTUhJtanYmxSxcrwsPzEYtF2Nho4e+v2Ozi06dyjh2LQySC0aOFm1leXiUrVoQDsGhRY4XYyIUL35CYWIq5uSYTJyrLXADatjVl+nThuSVL3hMbW4q3tz7LljVCKpUyevQrwsMLcXHRYeXKRp91ha9JTCyneXMD1q5tKJPe7N6dwo4dKYSFFXHypBeWlupMmRJFUFAhCQnl/PqrO6NGRfP+fRk5OeVs2SIAh/v3i3j8uAixWMpvv9kilcKYMULqyPTppnh4aPLmTRllZQKgGTXKhPv3XbGxUWfDhlwePy5h8mR56kxJyZe/TzWHDiXQseMbCgtrKCioobYWqqullJSUcPx4HL17vycrq0omzagrc3NVrl514P37Mlq3FtGli6bst754sZhHj0rx9xcGjfj4agwNJbRvr45IJCIlRUp6uoqCG9/cXB0nJy3278/kwQOh6cz+/Z9Yvz6Nx48rEYlErFzZgA0b5LKtyEi5PMTBQYunT5syZYoccO3cmf75e7IlKamCw4czeP++FBUVkex1a9cmUVhYw6BBFvj765ORUcW+fYoNWABatDBi5EjhPT/++Jb37+Vg3sREnatX/TA1VSM3t5TVq6OV3g/Qpo0pK1c2QlNTzJ49MbIl5PHjXdHTU+X+/U+EhQmSmIAAM/r3t0dDQ0UhJjM+voiXLz+RmSks3y9Z0pT9+9vg52fGhAnPCAvLZdAgR/T06pMAJeLldZqnT7No2tSMx4/7fxVgC5+ViIOD/Ps2NNTE0lIbsVhMbq585aSOwb5xIw1nZ32uXu2MhYWibKaOwX74MJOhQ53+1uT49OknVq/2/SqDvXdvNMnJpRw/3v6rDPaff6Zha6sjA9gpKaX07XsPCwtNvL0N8fYWJikikUhmcgwMtCYjowx//6s8eJCJqakma9f6M2SIolEahBWh3r3v0qjRBRnABjhxIrBeBnv8+CCiowtYsUIxpu/Ro0yZydHNzYAVK8JlEpH6APaJE3Hs3PleZnL8EmDHxMglIq1bWyjE9A0e/IAmTYwYOdJFxmD/+msMM2YIq8MBAeayrsx1VQewnz3LoqSk+qsAu2/fe9y+nY63t5EMYMfGFjFv3gtyciplMX26umoyBvvp0yymTfOQAezz5xNlEpF58xorAeySkmocHc/y22+xaGiI2by5OYGBVjKJyIMHmaSllckAtsBgl7JpUzMlBrt377u4uekrmRwrKmro1+8+Fy8mkZZWysmTgSxdKrSbr6mpYefOQ3TvPhQvr7b8+uspvL0bExb2guDgl8ybtwQbG+FacnU1oXNnJwYP9sDBwQhdXW2SklLJzy+gpKSU+fPX8Ouve2X7pK6uQmSkfBKnpibml1+80dUt5pdfgmSPa2mJsbfXREfn/w3c/Y9isr+s3bs/yEyOu3e3pHdv4Yf8ksH+9tsGbN8eIIvpO38+UWZy/GtL1TqJSHZ2BV5ehl8F2HUMdqdO1ixcKJgvN22KYM2at6iqijh0qLUsku3IkQxmz45j/XonfvjBgqlTQ0lLK6NRIwP27m3GrVvn2LPnKNevX8HKqglwCrFYxLFjHRQ+t1kzC6KicklPL+H58zRat5brARcvDiAsLIMdO17QvbsmIlEeUmkRNjZS0tKyCQ+3w8GhBjs7NZKTS7hxI4WbN4XBqXdv4eZhY2PFiBEDZdv08fHi7Nkr//I3MDLSZODAhgwc2PCzIaiAsLAswsI+EReXgLGxOg4OUtTVxairq2Bvr4eGhiqGhhoYGGhgaqo44KipqdCuXQPatROOLz+/gkePUjh06B1v32ZTXi4lKCiTtLRSCgoqMTPTkuV15+VVkpxcQlBQBlu2QJs21hQVFaKtrUODBrqkpZVw+3YSxcVVTJv2EBBSAYYNa4ixsSbdujnSunUDpZs3QLdudpw9+w1r1gSzcmUwOTnl7NzZUUGjbWysxfr1bZk48R7Xr8cwcGBDBg9249ixCFJTC7h8OYb+/RVvkKammhQUKMYLSqVSysqEGXnd+ZecXIJIBE5Owo08O7sCQ0M1XFx0adPGnPXrI0lJKWPGDHcl3fjJk/H4+ppgYaElazyxadMHvL1N0dUV06uXHCyEh+cRHp6PmpqIo0eVmyL9tc6eTWf37mQ6drRg2zavz7pNAXRbWmpw+bIQz9WjRwhpaeUEBOhz5YqfrO3t9evZrF2bCMDhwx60bGnI4cOpHD+egaammIsXG3P2bBZ37uShr6/CxYte6OqqkpRUyeDBieTk1LBliw1t2ugwZkwKNjaqWFiosGCBOTU1UsaMEdj5Xr30OXJEONc3b86hqEhCly46dOggT5moqlKeOD18WEBcXDlGRsqd365ezef27QKqq+XPeXho8Oefjrx8WUFOTi0NG0oxNxd+w4iISgoKJNjaqmJvL7wnLq6aggKJTEeckSFMyK2s5NvU0BATH68Y21dX/v5ywDh3rjX79mUTH19BaKhisxUNDTE7d7ry5Ekhb96UEBVVSk2NBDc3bcaNs2bfvjT27Ell1y43unUzpl07A2pqatm7N5Wff3Zg40YX5s2LYvnyj4wYYYWFhWKM1owZDoSEFPLhQxHff/+a27dbyCId3d11OXbMm2+/fcbTp9k0b25Et26KDY8Afv7ZjeDgbK5cSWPuXHWOHGmOgYE6Eya4EhKSxalT8TLDrp+fCefPJ3HpUjJ9+wq/67t3Agj39jb5/BpT/PxMWbbsJR8/FuLhYcjs2d4Kn1lYWMXq1WFs2vQagMBAa44d64SNzdeNkSkpCbx//xEfH8VtSaVQXS0YuOu2PXVqsCym78CBVtjZ6ZKaKjfNvX9fwA8/PJaZHDdsUG7wcfVqMhMmBMkY7EmT3JUA9saN79i/XzA5HjjQms6dFQ2XxcXVTJsWTEhINjY22hw82FoGsHv3vktiYgl+fhpcvtyZJUvCePcun6qqWk6caIeBgToLF76SNfdSUeFzo5kszp8XkmVsbXVISSnFwECNjRsV060Abt/+pt7jqjM5Tp/uxbRpAtn1JYN95Iiwn3UM9k8/ubJmjV+9DPaUKcHo6Kiwdq0vEyfKwaPAYN/BxUWfRo0MOXGivVJMn5ubgQxg//ZbLKdOxSMWi1i5sil9+ih2uC0trWHcuKckJ5f+bUzfhAnPefs2H2dnPfbubSUD2L17Cwz2kCGObNrUXMZgjxr1VNZoZsmSJjIGe+rUYAICzPjmGxuZpLWiopZ799K5dCmJixeTqa0V7l2HD7eRMdgLFrySmRwvXepEWJjc5LhgQWPGjGko2986iUheXhXa2qr8/ruw4lBeXsOdO+mMHCmQYerqYs6f70SzZqayc2/u3BVER8cxf/5cOnXqhq6u4nfxdxUQ0JyNG7exd++vFBeXoak5n6oqJ6AWHR1NSksrefYsjcBAOd7x8jKipKSanBw5kVBVVUVSUhYFBcb1fMr/fv1Hguw6DXbr1uZKrdJHjnwsk4h8CbDrGs20aCGcsH9lsBcufEleXiUdOnydwT58WDCPzZ7tKQPYf/wRK5OILFjQGBubWgYMWMH79zFkZ08AYOXKRPbseU1SUgl9+9qgp/eBwYPX4unpxv37d3F392LBgiBAynffOShocUHQ744Y4cGGDaGcPh2lALIdHQ3x8DAhPDyLnj030rRpMrq6Opibu5KR4cT69eGcOiXst1QqdHpLTi5lz54Wsha/paVlfPjwkYiIKCIionj5MpzqamUN5d+VSCTC1dUIV1cjBg92IzFRmPQcOODwL99bUyPh3btsIiKyCQ/PIioqjw8fcjEw0CY8XG5abdmyAZGRwmCqri7GyEiT6moJVVW1eHqasGJFK54/TycoKAOJRGgjXBett2RJCxwd9fn4MR+pVGCLc3LKefo0laioPDZsCEVHR40ZM/zo08eVZs0UdZW9ezuioiKlf/+r7NnzBj09ddata6vwmlGjvNi+PZjjx98ydKg7PXq40qWLHbNmfeSPP94pgezCwjI+fSqkslL+XUulUkxM9CgpqZYNpqmpJaioiGR5v8+fZ/PwYRYdOligqanCjRsCM9mxo6JUpKZGwubNkaSmlnH7tqCTTEsrY+vWKCoqannxopvsM0pKqvnll0hCQ8Vs3NgUH5+/v2HFx5fy009vqK6Wfm6sY8CRI4msWhWFWAzXr7fCxUWXfv1e8OBBLlZWGhw71gRzcwGgBQcXMnDgO/T1VVm3zpkRI6y4fTuX8eOjcXLSYuVKJ4qKapg6NZoGDTTZtcsNV1dtSktrGDYsgZycGrp102faNHNOnMjnyJF8NDVFvHzpgpqaiB07MomNrcDWVo3jxwXGLTGxkp07kwkM1GfNGsVM8L/G5unqqrBrlyu+vnpkZSlHWH7/vRmDBpnSooW802pQkAv6+iqfG+dI6d1bDtbu3y/Gx0eFbt3k8pv4+CpAiouLAEh1dMS4u2tgaSm/9wgNakSYmKiRmytfDm3VSk/WNbKubt9uiKur0CAjI6MKKytF1jY0tCkNGgSTnV3NyZNZfP+9JUuX2vPwYS67d6cwYoQlLVoYsGaNA23bvuLdu2LGjrUmMNAYS0sNXrwoZPnyGPbuVZQ+iUQiDh/2omPHIEJDC/juuxfcudNCZoTs2tWCFSsasXTpB2bNeouXlz4NGihOLsViEZs2+XD7diZHjyYwfLg9nTpZMHq0Exs3viU8PJcVK3zQ0lKlb187Fi4MIzg4m9paCSoqYjIyimnf3kIWjQlw82Yyq1a9oHPnBixb5q8Azi5fTmby5GBEIjA21mTRIl9mzGj8L03S+/fvpm/fbzEwkP+OpaXVfPpUgZ6eGmZmmjIG++PHItq0sWD37vo12H363MXAQJ2ePW05eLD1Vxlsf38TAgMt/1aD3aaNOVOmeHyVwY6MzKdNGwt27Aj4LBEpZeHCl7JOjocOtcLd/QJVVRI0NMT07WvPjBmhJCcrJmksXerzudFMKCIRbN7cjIEDHdm2LRJtbVXWrHnDlwt9zs56+PsrXmsCg/2M5s3NaN/eUsZg79r1ni1bImUMtqOjHt99d1/GYNcHsC9cSJRJRGbO9KoHYN8lK6sSd3cxx4+3kwHsrVsjZBKRLwF2HYNdZ3JMTf30xe9cw6BB93n+PBsvL0OOHm3zVQY7JaWUdu0sFAD2998/lpkcvwTYgwY9wN5el+7dG7B5czMlk+M331jLAPa1aylMmPBcyePQqZMVPXrYKjSa6drVmpUrfXn+PIs5c0Jp1syUvn3tlBjs5ctfyyQiv//ejufPszhxIo6bN9MUPmfVqqY0a2ZKeXkNd++mc/XqTYKD8zhz5jh+fk6yVdZ/WmPHTmXs2KkAzJx5k23bQgAJUEZpqRQ/PwsaN1Y8dwwN1dHRUUVfX10m58vMFDxN/6Qfxv9G/ceB7DqALWi1XJU02GVl1bRsacZvv7VTAthSKXTpYl2PRERgsEeMcGbDBv+/ZbCXLm3CjBmCBru6uppnzz6hqipGT0+F1atfI5WWAG5oaLSn5vP5WVoqobRUhIFBBXfubKF//8bcvHkdHx+hFeuTJ6ls3hyCl5cxCxc2qfe4+/Rx4fr1eMLDs5SeGz++ESdPhtGsWSsuXvwFVVXx5wYJBaxaFS7L4NXUVMHLS5PNm/1p0cL88016Nb//fgZXVye8vBrh7e3NoEGDadaspdLn/DsrIiKHu3cTuXo1lpCQDEpLq2ne3IrQUHnzn44djfDyMqFxYzMaNzbF09MUW1s9bGx0MTHRrDfHvGtXB0AYgJKSinjzJps3b7Lp2dMJX19FEJqfX0FoaDr37iVz82YCcXH5bNgQypo1wXTqZM/8+QF07mwv+5wePZy4dq0v48ffrVdjLRaLGDrUg3fvsvj993f06OHK0KGezJlzj7t3E8jJKcXUVM6empgITH5ubvkX2xBTWlpDWVkN5eU16Ompk5dX+TnlRgBNwcFCykaLFqbk5laioiLCzEyDjh0VGcIbN9JITS3D1VWfTp2EScOmTe+pqKhlwAA7BWnJvn0xZGVV0KyZLdOnK04G/loVFbUsWPCBmhoJ331nyaRJDty8mcXq1QLbtXu3D4GBZowYEUZsbCnGxmrcudMSFxcBaERGltCjRzjl5RKGDjVl3jwHIiNLGDjwLbW1UgYMMKddO0N8fUORSGD4cEt69TJDIpHyww+xZGaW0ratLidOOBATU8GSJYIxbvt2azw9tQgLK2XOnGSMjVX59Vcn9PSEm//8+ckUF0uwtlahWTPFG/LRo3LTcbNmepw40QgXF+E12try80wkgo0bHZg1y5rqainJyQLw3bbNGn19FYqLazlxIhtnZzUGDpQDsT//LCY8vII5c+Qg8O3bMjQ0amW68AcPSigqkmBrK59ka2ur4eRkiqurKiEhmRQUCLKWfv1MAEUNorOzFr17G3H5cj4nT+Yya5biRFFdXYUNG5wYNSqa/fvTGDbMAktLDb77zowPH0pZtCiWe/f8aNPGiG++Meb27Tw2bUpi2TInFixw4s8/swkOLiAioggvL0VwUdcCvXnzpzx5ksfy5VGsXSvveLtokTvx8SVcuZLKqFGh3LrVXgnQNmyox5Ilnty+nc6sWS8JCemGu7sh/v4mvHwp6DAHD3bE3d2Apk0NePs2j4SEYlxcDLhxI4mEhCJ27mwHQGJiEcOH30UqhbZtrWjTRvgusrLKWbr0Nfv3CzF1zZub8uuv39CokSH/qqqqqjh69BinTh1UeDwpqYTMzDIaNDClpKSGgQPvyxjs+gB2YmIJo0Y9ISenkiZNjP8WYEskUgIDrf4WYKuri+sF2EVFVQwa9FDGYH8JsHv1Ehjs5s1N0dZWxdf3qgwc79gRwLx5LyksVDy/fH1NsLLSZty454DQuXj0aIERXbLEh/fvC9i6NVIBmH33nb3Cfv/yyxs2boxAKoV27SwUJCLr1r3D19eECRPcZBpsd3cDDA3V+fVXZZOjkBcdhL+/Kd262SiZHBctCpOZHOtjsOfM8WLBAmFidfJkHIsXCxLJ1avlJse6CgvLoVOnWwBYWmpy9GhbJYCdlye0Sv8ag62lpUrXrtYcPtwWHR1Vnj7NZPDgh5SV1dK0qYkMYJ88Gc+JE/Eyk6NiKEOBEsAWi2H//lakphbTvv1N8vKE9vJ1ALuOwe7Tx7Zek2NubiWjRrmydq0fqaml9O9/n79W27YWjBjhwsmT8cyb94KSkhpUVcupqWlFy5YnUFMTM2NGK/r2daNVqwZK7/+7qq2VcP78XyLQKOfVqzSZ0b+uCgoqKS0tJz9fIjuv0tIKadbMBE9Po//S5/676j8KZK9b95YHDzJQUxOzd29LGcDOyiqnT597Mgb7rwC77oRdtsxHCWCPGPFIZnKsD2Bfv57CuHHPqa2VMmKEHVevJjNypAvGxpqoqakxZIg90dHxvHsXi52dKfb2noSGiqioUBxARCIdRo5M5+ef72BlJb8ZfviQS79+V6multCpky2+vmbUVz4+FkRG5qCqKqa6ulZh1njmzDo0NCx4+rSEtLQy7O0F01xBwXv09C4wevQw2rdvVU9nzH08exZKenoahob/+0sttbUSrlyJY+fOcB48SMHDw4j37/OAWpydDWnVypq+fV1xdzfG3d0EZ2fDeuUb/6REIhEODgY4OBjQp0/92mIjI026dnWia1cnNmwIJDY2n4MH37B3bzj37iWRn19BRUUNY8c24fvvPTEx0aJzZ3uion786qx9xAhvjhwJp7i4grKyaiwtdRk7tjEnT0Zw5sx7Jk1qJnutv78VBQUVREXl0LGjg+xxXV1VpFIphYWV6OkJjWQMDdVlIDsnp5xWrUxo1cqUW7fSef48h86dLRVa8AL88cdH2rc3o39/R8RiEamppRw+HE2bNsasXClf7v7zzzRCQnJwdzdg27ZWfysTkUqlTJz4jjNnMmjf3oTDh5sQHJxP//4v0dISs2aNB8OH29GjRyj37+fg5KTNnTstZbnZMTFldO8ejouLFhYWBuzf705mZhVDhrzHwUGLhg21WbbMkV693uDkpIWHhw4rVwr+hgULkrhwIRcDAxWuXbNFRUXEd9/Fk59fw4wZpowda0xpaQ3Dh8dSXS1lwABjmjXTZvPmNGxt1Xn+vBgtLTHr1tkqHdONG4L2z9RUjWfPmip8B3v3ytmsy5cb0auXcK2cO5dPbm4tnp4aTJsmTFhOn86ntFSCtbUaTk4Ca19UVMOTJ4Lkp2tXOfB+/bqcykop7u4aFBbWUlQkQVtbpGB8VFUVEx9fjampCgcOuDBokKBr7tLFAJBHGtbV6NGmFBRUcO3aJ2bOtFS65ocPt+DSpSyuX8/h7NlPDBliyZw59hw6lEZNjZQHD/Lo0MGYlSudKCmp4uDBBA4ciKOyUsL06fZs2RLPnDnvuXEjQGnbNjZaXLvWnNmz37JuXTSmpurMni34AMRiEevWeXPtWhp3735i795YJk925a81d64bJ07E8/59IevWRbJ8eWNGjXJBTU3K7dsCyBaJRBgba1BbK+XjxyKMjNRJSChCW1tVlgCSl1eJlpYq3btbsHixHyA0J5k0KRgLC010dVVZs8aXyZPdZRKPf1VxcVGUl1fi6anYydLDw4g3b/p+brLyAKmUr3ZyTEoqYcOGd2hrq9KpU/1xdhcuJLJ1aySamipMmdLoqwD77du8vzU5Dh36kNpayV9MjoIGOzFROB9DQxXPocBASwYNcgJEjB//XOE5Z2c9xo17TqtWZnTr1kCpVfqcOaFIpeDhYcCHD4VIpdC3rx3V1RKePPnEkiWveP9eyE2fN8+LBQsEQmnz5giZRORLgJ2fX4WBgTpHj9YPsCdNEhjs+gB2nQb7+++dWbfOH21tVZ48yeT77x/LGOw6gF3HYDdqZMCIEc4yIJqYWMxvvyVy8+YnoqLkXoOLFzvVy2APGvQAsViEs7O8k2NsrODzqmOw6wD2s2efmD49FAMDdfr2tZJpsL80b27Y4K+QNQ4wdaoHx47Fk5Qkl4Q1bmzMsmWvOX5cMG6LRMg02OfOJQKCyfFLgB0Zmc+QIQ9lDPbatX5oaqrg4KBLQIAZISGKscejR7syfPgjIiMLKCurwcysEhsbY2xtGxIZmU1WVhkbNwazcWMw/fu7s3ZtIA0bKvqDvlYfPuSQklJfnn4NNjaKxvvY2AIAnJ0NAaisrOHs2Sjy8ytp3LjjP/q8f3f9Rxkf169/x8uXuRw61FqBwR4+/BE1NRKZyfGvDPbz51ls3NisXgZbJILu3Rt8VSIycuQT/PyMmT3bk+7dramurqRXrztIJBJu335IQsITCgt/JTR0CitXTuTxY7ESwAaQSlXo3HmyAsC+fz+ZDh3OYmenR9eu9mza1F7pfXWlra2GjY0uEomElBTFrndPngShqmoAaLJu3QcyMsqRSCQsW7YBGxsbFi5cS6tWPfjtt9OUlQms6alTlzh69CTXr1//HwPskpIqYmPzefo0jeRkxU5YtbUSnjxJYebMe/TocYF+/a7y4IHQuev9+3xAxLhxTYmNHcfWrZ1YsKAF333XkEaNTP7bAPufVkFBJdevJ/Dzz8/o1esqzs6GrF8fSHLyBNasaYuRkSbv3+cyc+Z9bGz2MGnSTc6e/SBLPqmvbG31MTBQ48aNGJ49EzTB7dvbU1RUyW+/vVF4raurMW/eZHHmzAeFx11cDCkrqyE9XViqzcsrp6CgDG1tMRKJlDNnEnj+PBM/P2OZVOTbbxV1mB8/FnL2bAIhIVkMH14X1/ae4uJqrK21ZMxdSUk1EyeGkpNTSWCgBW5uf6+p278/iV9/TUFLS8y2bZ6kp1fSo0coZWW19OplydixDowbF879+zlYWmpw/rwfvr5CSk5cXBkdOrwiObkCfX0VTp3yoqxMQvfu74iIKMPAQIPffvNg8eJ47tzJIympgpMnvVBVFXPkyCfu3ClAVVXE+fPuuLlpMWJEIlFRldjYqLFqlcDiT52ahJmZGh4emmzcaMfBg5+YMyeRoUM/kplZztq1NtjaKmqKL13KobJSira2mDdv/JQmGXUdFL29tWUAWyKRsmtXBh06qDN9ujETJnzkl1+SuHEjD21tET/9ZPLF+wtRV69i5Eg9TE1VP3/vtYAELS3w9NQkObmKVq3UCQzUVgBUap9J7ZoaGDhQzuqkpdXfhbVbN0MiI4t58KCAsLASpefV1MT06GFKTY2UNWsSkEikGBmpMX26HY8fF7B8eTwSiYQPH4oJC8slN7eSvLxqSktr6dPHAgMDVW7dyubGDeUVNYCmTQ2YPFk43+bNe8etW/IJioWFJnv3+iEWC+k4f5UigMC279vXHBBWV5KTS+jWzYagoCzOn0+UxWE6Oemhr69GTk45z55l4OFhzLBhDWUmYl9fM8LCBvDHH50oKKhi3LhnDB78iNzcSqyttXn3rg/Tpnn8Y4AN0LChJ/b2Dbh374nSc6WlNUybFkxoaA75+ZX1AuwPHwpYtOgVKSmlNG1q8rcmx4iIAubN8/pbBvvVq1xOnvy6yfH582w+fSpXANi9et3FyEgDR0ddBVlHXW3bFkB5eQ1Xrih2+hSJ4OzZRIB6AXbv3ncJCsqmb1877t37lrNnO7BsmQ8HDkTj5nae/v3vywC2vr6aDGCvX/+W48fjMDPTlJkcFyx4RVlZjSym78seAiAA7OPH45BKYfFixZi+6OhCBg16KGOw6wD2o0eZDBr0EBcXPUaNkktE/vhDLhEZPlwOsHfv/kDTplfYti1WAWDPn++tEEoAconIq1e5lJfXcPlyJxmD/cMPT9DQUJGZHL+UiMTHF9Ojh62CyXHWrFCZefOvAFsiEfT3SUklCqtA4eF5MoANsHhxYxmD/exZFlu3NldisIVoY3V69GigYHKUSqWYmSm3Ll+27DUPH2aSnV2BRALZ2eqEh4u5cmUocXHTiI+fyqJFrdHSUuX8+SiWL3/MrVtxStupry5efF/Po2JAg9DQTIVHIyOz8fQ0wt9fWJX+888E8vMradLEDC8v03q2879f/1FMdl1MX30mR6G5THsZwD57Np65c1/IGOyffpIv/3wZ0+flZcihQ63/ViLSurUFixY1YevWMBwd9XBz02bo0PGkpmagrq5Bz56rGDEilQ8fImXvb9zYgAEDHNHSUkVNTYypqQbdugk3w5oaCRs2vGDJEmE5sF07G44c6aqUMvFl1dRIKC4uxdZWCyMjxYvAwcGOiAgpIOLUqRTOnUulaVMxKSmBODv/iJ/fNF68eM2+fY9ZsGAxTk6uxMWlMmrUNrZvT8HIKAsjI01MTbXQ01NDX18DAwN19PTUkUikFBVVkZdXQX5+BRkZpcTHFxIXV0hcXAG6umqEhMgvhA0b2tK1qz3BwQW8fPmJK1eu8+mTMJgaGGigq6uGqqqI4uJqTE21WLQogAkTGv83zob/Xn36VMapU7E8fpzOxYsxCgNNXFwhLi6GGBpqsnBhS+bObc7Vq3EcOPCG4OA0fv31DXv3vkJDQ4WRI72ZPr05Hh7KKw8dOzry6lUG9+7F06WLM336uKOnp05GRjEvX6bh7y+cB3VSkkePkgkPz8THRwCKtrZ1soo8mje3pG6MlUqFpJGiomosLbUwNtYgNbUMX19jvv1WURqwd69w4xo+3BljY03y8yu5c0eIeZs/3/uL130kNbWMpk0bMHu2osb8r/XwYQ6LFkXRrJkBM2Y4YWysRvv2z3Fz08HcXIOFC11o0+Y5iYnlfPutGW3aGNGixUPmz2/IkCF2zJsXTVpaJW3bGnLpkg8qKiKmTYsmPLwEV1ctLlzw5NatPLZtS0JVVcSZM95YWGjw8GEh48fHIZVKOXrUlU6dDJk7N4H8/AoMDcVcuuSMrq4KBw5kcfRoDlpaYl688ERLS0xIiDBASiTCv5QUQXpT1wW0pkbCL78IBq71652wtlaMeYyLK+f+/ULU1ETcuiWfpJ87l0dQUAk2Nmo4OVkwbpxc5mRsrEmnTnJZ0JkzeRQV1dK4sXzbL1+WEhVVRPPmOmhqiklMrOD580K6djVQ+HwNDTAyqqKu0WNAgC4hISWUl0twcHBQ+o3U1cUMH27O9u1p/PZbJn5+ekqv+eEHK1aujKeiQsKNG7n06GHKlCm2bNqUxOPHBWzcmMDPPysPfHp6aixd2pBff01m+/YYunQxq3fVo39/G5YudWf37njWro3G3V0Pe3tBejNggC3ff+/Ab78lMm/eG06daqX0/rZtzZk2zY0//khg1aoIDh5sgZubAdHRhbx8mUOLFuYYGqpSVFRGSkox4eFlvH+fR79+ip19zc21CQ7OYvDgR5iaaqCjo8Lmzc0ZN65hvVKzf1UqKiqMHTuaQ4eO0aWLIiFy/nyiTCJy8WKnegH2/PkvefOmmk6drNi3r5USwL54MYmlS1/LTI7TpnkoAex1695y9GiMjMHu2FHZ5Pjzzy9lEpHLlzsrSUSMjNS5c6cbAwfe5/VreSMjHx9jzM01GT78EWlpZTg56TF6tCtLl75GX1+VkpIapYzmyMh8xo17Rm6uYN7cvLk5mpoqdOpkzf790dy5o5ivLhbD69d9AEWT48GDrXBxkTea+fFHF9av9/9bBnv9en/GjZMD0Y8fBeLM1FSDLl2s+fXXtp8BdgZDhjyioqKWxo2N2bRJrsHesOEdVlZaTJ7cSCGmrz4iRVdXVdaxua7y84WeFHUSkQsXOimZHIVElDYyiciSJa9lJsd16/wUNNhNmhjTu7ctM2cqyhG/jOlr396SqVMbMWrUU1mme115eBhgZaXDtGnBgMBg//ijfMXoy5g+X18TDh1qoxDTN2lSENnZlejoqFBaKv8OlCfEIiCRt2/DCAzsREhIEKtXBzJxoi9z5tzj5Mn3XL4cQ3Dwj3h7K8ZaFhVVoq8vYJiysmqWLn30xf5bkpAg3N+aNrWQMdZ1deNGDJGR6UyZImCGixdjad++gUIM4P91/UeB7L/mYM+aFSqTiJw4EajEYHt7G9Gvnz3Tpysy2KNGPUVTU+VvTY5bt0airi5m0iR3WUxfTY0KpaXV/P77b/Tq5cDAgYfYtCmOnTtL8PfXxMGhlhUrfBg+3OmrDMmdOynMnx+MVFqNRCJl0aIAVqxo+S8ZlaCgVIqKqrCy0sPISDGVw97e8XOHsjrgIOXFi1rAkblz5Sewr28g5eWfiIwEMCciopYnT+RRfY0aGfHhQ77CtlVURDL3Mgi51dHR8tcEBFiiqamCvr4GUqmEZcueMm/eA9nzFhbaWFnpYGCgTVRUPlCLgYEGmze3Z/Ror3ojtf7dVVJSzeXLyRw79oE7d1Jlx2Nnp0uDBnq0a2dN27bWWFvrKLxPTU2Ffv0a0q9fQ1JTizl9OpILF6IJCkrl7dtP+PjsY9u2bkycqJjf3qePG2/ffuLatRiWL++AtrYay5YFMmfObRYuvM+tWyMQiUTo62swe3YADx6kMHv2Q+7cGYxYLKJJE1OCgzOIihKWco2M1GXJIEZGGhw+3JqKilouXkzh4cMsmjQxwt1dDs6ysso4ciSSdu1MZa79Awc+8u5dASNHOssMr/HxxSxa9BYnJ1327m32t5O8+PhS+vd/SV5eNWPGmNK1qzlt2jwjMbEce3stlixxpV2752RmVtKkiT6HD/swevQrKislrFwZxbp1sVRVqTJ6tB3btrmjoSFi0KB3XLyYTc+eZmzf3pCEhHKGD4/A01OXsWNtaN1a6HLYr98HamqkzJplzfffm7N7dwabNqWjqiri3j0vnJ01CAoq5uefkz8fqyOengKoe/FCkc3dsiUdkQg2bRLMkIcPZxIdXU6/fqaMG6cIWIRtpRIQoIW7u67MSFhTI2HLFgE8LFliI0sHqau8vAq8vV8SGuqLpaU6ERGCMWfAAPmKUVCQAP6bNRPAWEKCkCDi6Kg4gdbWFpOfX4uBgTDgtWypR0hICR8/KjbZ+bLGjLEiJKSIkyez+OUXJ4VsaxDSRpYscWT8+ChWroyne3cT9PVVmTfPnhs3cnnwoIAmTfR580ZxVaqqSsKUKY7s3x/H7dv57N4dz4wZ9Uuxli1rRFRUMWfOpDFsWCgPH7aTAfKVK704cyaF06dTmDQpi3btzJXeP3lyQ3bujOb33xNYubIJvXvbcfZsAs+ff6JFC3PZNayhocLjx3XGX7kWVCqVsm9fNNOmhVBTI8XSUovw8D5Ky/z/1Ro4cCg//7xE6fHz5xOxsdHm2LG2X200U1xczfDhTmza1PyrDLalpeZndla5VXodg+3vb8KcOV5/22ime3cbVq/2kwHsqVODyc2toGlTY86d68ju3R94+zYfVVURNTXCd9mjRwNZJ0czM83PKSLZSCRSCgqq2bSpmUIqxfv3BfTpcw8NDTH9+tmze3dLheOaNMmdBw8yZNsH6NDBCmNjDTZvfsfp0wkyk6OTkz6jRz+VmRzrA9jnzycyfXqIjMH+EmBHRwvEWVZWBY0aGX4BsDNZuPAVmpoqDB7sWK/Jcd06f8aPV2SNx45148CBaD59kl9nPXvaKuzTl41mevWylbVKj40tYu7cF2RklNO6tbkMYD979onBgx8iFgvfzcqVTWUSkTqTY69e9QPs2bPlnRxnzvSkfXtLjh9vx3ff3VcYn11c9Jk0KQh/fxO++85eicGeNCkIFRWRUkxfba0AsM+dS0JPT5XLlzszfXoIkZEFfK0CApL56aefyM8v4Mcff+DZs1BsbPQ5frwvRUWVxMbmEhOTowCyP30qYfPmZ0yb1gJLSz2GDDkne+7p09Goq6vw00/XyMkpJzR0hMKYVFZWza1bAmPfq5crSUlFHD8ehYqKiDNnen51P/+36z8KZP/V5BgTU0jPnrZs2dJcBrDrYm+kUsF08VeAXWdy7N3bln37Wv1jkyOAlZUOMTFJFBe3ICamOYcPC8v/Dg7aTJ7szrBhtvVKHCQSKXfvprNxYxh37wrxec2bm3PzZj+ZUe9f1cGD4ZiZadO9u7PSc5aWTkAFoAxYTU016dnTBX19DSwttenb1xUtLVU0NYV/vXo5k59fSX5+BWpqYuztDSgsrKSoqIrCwkqMjTWRSgV2zthYE29vwSjj7GyImpqIR4+S+fgxm6wsYUB2dTWipkZCQIAVhoaavHqVyYsXmbi4GJOSosb06U2ZPdsPY2PlNsv/zqqpkXD7djrHjsVx+XIKZWU1eHoKWem9etkxfHhDevSwQ1f3n4H8Bg30mD27BbNntyAjo5glSx4QHJzC5Ml/kp1dysKFbWU67RYtGpCeXkxkZDa7doUyZ04rfvyxCWvWPObOnXiuXftIr17CTX3iRD927XpDbm45u3eHMXWqHx072rBgwX3On6/+nGAiJSYml9zcUoyNNWR51x073gVg3DgXhQF58+Y3FBVVo6+vTuPGJlRV1bJjhyBJ+TLbdtGiN1RXS2jd2lwWy1RfFRZW8fPP78jLq6JHDwt++aURZ86kExVVgpeXHqtWudG9+zOcnPTw8NDjwgV/9PVVefWqQLaNqqoaNDSkTJ7cAB0dFX766T0XL2ZjaKjK6tVOqKhA795vKC+X4Oenz6RJDcjKquLbb1/j5qZOYaGUiRPNuXo1hzlzEgA4dMiFdu30SUyspG/fjxgZqTJxogUjRph+3u8aGXitK7EYHB01Zc8vWZJAUVEtQ4aYo66uOMlIS6tg27ZkqqulHDokBxcHD2bw9m0+AwaYMXq0GaGhivItgNLSWqqqpNy6VUBUVAm9ehkpyFQyMqpwc9OgZUsBkJWU1NKunR6enorXhY6OGFVVAGEg9fPToXlzLVJTFbuEflne3rqAiJycak6fzmL0aCul14wYYcWiRXGEhhbx4EE+HTsaM3GiLevWCfnY9+/7cvVqBlu3ypehMzIqCAgwYvNmb3r1CmLFivcMH95Adu9V/J6FjqDPnuXy/HkeW7fGMG+ecM7b2ekwf747d+9+4pdfPtC2rZkSs9ywoT7ffWdLUFA2V6+m4OSkT2JiiSyqz9xcC09PI6RSKa9f59O+vS0tWghLyDU1EqZOfU5oaA61tVKmT2/Ehg3KoO2/UwYGxpSWlsuSDQAkEglVVRIaNTKQrULVlbBqelcW01cfwL58OVlmchwxwqVegL18+WuZyXHOHO96TY5Dhz6SMdhfAuw6BrtnT1u2bw9g1apwfv01lpYtzZg715sPHwq4di2FV69yiI0tlgHssLAcli8X4g1XrmyqALDrJg51DPZfATYIuvgvASBAnz52Mgbb1FSDAwda4eoqMNj6+moMGODA7t0tvspg+/qa0L17AyWJyPjxQm7y10yOU6Y0YsUKeaOZ/fsFo93q1b5KALu0tIaFC1/y6VMF2toqsnbddXGRALm5lfTvLzc5fgmwhe+lgsGDHdm8WUgRCQrKYtCgBzIGuw5gnzgRx+bNkRgaqjNlSiOF4xLOLYHBjowsQEdHlePH28ti+o4ciaG2VopIhGxF9soVIcu+PoBdx2APHOjAjh0tFAD2ypVvOHs2EV1dVc6e7Yifnyn+/qYykK2iImLwYAfatBGRl/eB0tJSCgvt2bPnPqCBgUEnjhx5TWpqERUVNcTH5/LxYw737iXQr5985WPZsgfs3x/GvXuJ6Olp8ORJEkZGmjx7NppGjcyYM+cub99mM3t2gBLp8+hREs2bW3+WzuqzZMkzJBIpQ4a4YW7+/yZZBP4bIFskEtkA0YAOoCcV4jIQCVf9AmAiYAq8AKZJpdLwL94rBnYCPwARwHCpVBr/+TkHIAHBEu8ilUqTv3hfT+Aq4CiVShP/bv9ycxU7OX4JsI8fj2PTpneYmGgweXIjJQ32vHkvZCbH+gF2MosWhcli+r4E2ACBgVb88gvo6xvx9u0nWrRwZcIEJ4YNs6132TQ6uoBjx+I5diyexMQSbGxUMDBQZ8ECX6ZO9UJbWzl/t746evQNf/zxDisrXRYubK30/KhRY9ix4yifPgmuY7G4ArH4Ls7OmURGfkBF5d+rbY6MzGHNmiBOn46iTRsb8vMr8fY248cfvejTx4XQ0AwuXw7j8uX3ZGSI0ddXp317G86d6/O/fjGkpJRy6FAchw/HYmWlxsuXgqGtTRtzfvrJhZ497TAx+a91fvxrWVnpcehQbzp1cmT37hcsX/6I168zOX16ABoaqqioiNmwoQvffnucnTtDGTDAAwcHQ5YvD2T//lesWPGUFi0aYGamg4WFDgcOdKV//0vs3BnGhAk++PlZYG6uTVxcAW/eZGFpKTDsdVFFAKmpxRQVZdGmjS7DhzvIHs/OLuPWLeFGu2yZPyAwQBYWGhgaqskG55CQHNLSytDRUWHVqsakpwtsoLW1IptbUyNh8OAgbt3KpH9/Ww4f9kVFRcTQoTaoqIgwMlLlu++Cyc2tomVLNU6fboampiqpqWVkZysC3MrKWi5fTmfPnhTevi3CyEiVa9d8sLJSp3fvV+jri2nUyIi9e4VmSj16hBMXV05paRWZmRUEBARRXKyCh4cegwaZM3KkOQUFNfToEU1WVg1NmmizfLkcfPTpI5c8qKrCDz+Y8/PPDXB1FYDsjh2pVFZKaNPGgAEDlGU/GzYkUlUlZeBAczw9BfBUUFDN0qWJlJdLGDzYBDU1MX+9vOztNTh3zhMPDx3WrRMkOm3aKDKoFy/mkJpahb+/cD2EhZXy+HExEycqJuAYGakglZaTklJOba0UR0dNQkOLqKmRfPU3Axg/3org4CKuXcutF2Rra6swdWoDLlzI5vTpTDp2NMbAQJWpU21ZvTqBXbtSOH++Cd26mdG1q8D4zZgRSd++VvToYcn339vy8mUOy5dHsnu3n9L2AUxMNDhxojkLF0awfHkUXbta0KSJIQBz5rizZ08sWVmVXLuWTq9eNkrvHzXKkQsX4tm9+wM7dwo67TrD1/z5TZk/vynLl79AIpHi4KCPlpYapaXVDB36gKtXk9HUVOH06UAGDlRumvLfLXV1dVRVVaiqqkJDQ5g0vXqVS0FBFUZG6hgYyCftdUDUxUWfJk1UOXasPYWFBRQWgoWFsJp04YKgw23YUJ/eve2+qsG+fTsNS0sttm0LqJfBHjRIMDna2elw6VInGcAeO/aZLKZv+/YANmx4x6+/Cozo3LnedOhgRYsWZty9m87Nm+m4uxtw5kwgoaHZTJ8egouLHrNneylIKd6/L2DYsIefO6bWb948fz6RtWvfYmSkQadOVly+nIxIBL/88paMjHJEIli71k8GsPPzqwgIMKsXYE+dGsSxY8Jk79tvlQF2796CybFvXzt2726JtrYqDx9mMH/+S5nJ8UuAPWNGCLq6Kmzc2ExBRgqKjWa6drVh9mxHzp9PJyenVtZ1ND+/kn797n0mm740OcolIq1bm8sA9rNnnxgy5AGenka4uuordXKUSgWw/9eukl9KRDQ1VThzJpC2bS1lMX1RUQU0bmzEtGkeTJsWjEgkQkVFxPz53koAe9asUJnJ8UuALZFImTYthBMn4mVpL82bm/LyZThZWWGAPioqFdjYPOXy5dcEBfkSEOCMmZkBycmGdOiwmZCQcm7cqCEtLZi3b7Pw8jIjKiqHESO8WblSsefH4sXtCQ5OIy+vnA8fchg50ocxY5rSqJFw/71yRWhg1Lu34u9S99yjR8msWiVItebO9cfKSoeAAOX72/9l/XeY7I1ACQLI/rJ+BpYAc4EoYBZwVyQSeUml0jpR7nCgKdAH6AzsA775y3bUgPnA5P/qjhUXV9O//32MjdVxcdFh8OBCystzgAYKMX1r1vgxaZJyo5mioiqGDXNi06ZmX2WwLS21WLCgMXPneiGVwoMH6TLdm62tLj165CKV6jFhwvf4+prLDAi1tRI+fCgiKCiHZ8+yefo0C7FYQkyMYPawsdFm8WJvBg1yxNj4n4O8M2c+MH78DQBWrWqPqakySLWyMsLHp4D798X07KnB+PGN8PDoTefO/Xn06DYdO377X/qev1bJyYXs2RPG+vUvAMFE5elpyrZtnWjUyJhjx97TpcsZEhIKcXCopUULC1q08GT8eB+FLnb/7qqulnD9ujBIHDwY+1k6Az4+hqxZY8+wYY44OChrU+srqVRKXl4F6emlpKeXEhWVT1RUPtHRBRgZqXL/fjxVVUI294gRHmzd2pWuXY9x+XI0P/xwiQMHemJgoEnXrs4sWtSO7dtf0LXrSR4//p7Jk5tx5Uos9+4lMmzYZW7eHIKKiph+/Rpy4EBXBg50k7HhI0d6kZZWjKqqGAcHffz8zKipkUc3Xb4cx6tXmXz3nYvCwL5161vevMnlp58a4e9vjkQiZeXKMKKiCjl2LBCRSIRUKmXmzFcEBeWwfLk3trY6JCZmK30XALNnv+bWrUxMTTXYsKExBgbyiWHTpvrMnv2W3NwqevSw5MyZAJlJ6Y8/FLsD6umpMmGCIzExVZw8mYGWlpgbN5rh7q5Nx46hvHlTTOvWhpw7541EImXcuAji4spwcNBERUVgkvLyqoFqGjUyY8ECWyoqahkyJBJ1dSkeHlqcPesqm+zGx1fw+LHAMFtYqBEa2gQ7O/k5+PZtCStWJGJiosbOnS5KTGpKSgWXL+fQvr0hixfLQdqePamIRFLatjWgf39hYDhzRv7dffONESdPemBsrEZtrfSzvlFE375yI2RubjWpqVVoa4txcdH6/HmCkdHWVnFlRciDVyUnp4asrGqZDCYyspTy8oqvyswGDjRj3750Ll7M4cWLIpo1U5ZJTJxoyy+/JPHmTQmzZ9vTsKEO06fbEhSUx82bmbx+7cA335gza5YTW7bEk5FRSU5O5edW6A1p3DiB6OhiJk50xsvLsN79aNfOFD8/I549y2P8+Nc8exaIiooIHR1VFi70YMaM16xf/4EePayVIv26dLFGW1uVt2/zadBAl/T0YVhaypn+2loJwcGfUFERMWJEQ0pKqhk//imPHmVgbKzBlStdaN1aufHN/6SKigpQVZWPHbW1ErZvF2IxW7WykJ1HdQA7J6eSxo1V+OMPYWk+J0d+DX8Z0zdhgl29rdK/jOk7dqwdXbp8XSLy1xSRXr3uUlZWQ5cu1uzb14rVq9/w9OknzM012bevFR06CK3S58x5IZOIHD3allevcpg+XZhYjRzpqgSw6xjsnj0bcPBgm3oBdl2jmUWLGuPjY0J5eQ23bqWTkSEY71eubIqbmwEjRz7G2FiDgAAzfvtNniKSl1fJtWspbN0aSWKiMLGaPduT2bMVAfaMGSEyk2MdwH70KJOhQx+ho6PKpEnurFrli1gs4tSpeJlEZP78JkoAu6Skmu+/f8yzZ1lYWWmxerUvmprlTJniRIMGwuT3S4mIALA7yVql9+59BwcHPZyc9Dh9WtHkWFZWqwCwT56MY8uWSJnJsT6AvXz5a86fF1rbnzqlCLDrGs3s39+K4OBsGdv+10SSOga7qkpg0Os083WfMWfOC06ciEdbW4W5c71YvnwqoaFhn98tBjyprU0kObmYCxces3x5LOXlBhw7lo61tTaRkTk4OuphZ6dP+/b2fPutK25uJmhoqNKpkyMmJop4pUEDfQ4d6s3du/E0bGhC27Z2mJnpfP7Ny3FzM0EkQikGUCqVcvOmYKTs2lUwVuvrazBpkg//r+u/BLJFIlFboBuwFgFs1z2uiQCyf5FKpbs+PxYEJAJTgMWfX9oCWCuVSu8D90UiUVI9H/MQGC0SiVZ9Ac7/USUnlxAdXUBtbRUaGod5/tydI0cOcv78rxw4EC0zOSoCbLnJsUMHy3oB9pUryTKJyJAhjsydK1zIM2aE8PZtPhERpdjYVLJv3ymiozP56afuPHyYy4kTKcTGlhATU0x8fAl2djrExsqXjnv1sqZVK1O+/96ZwEDLf+Rkl0qlHD78nj173uHgoMXFi9F06+ZEw4aGjBnjU+97wsKCeflyF69eXcLWVs5qff/9IA4dOvw/BtmVlTVs2hTMmjXPqKioxcXFlK5dHZk3LwBbWz1On46if/9L2Nvrk5AgmAenTXOia1dHGjZUlrf8u+rDh0KOHEng998TycqqpHFjfVRURAwaZMf48a60b2/+twYnoUtlIXfuJHP3bgo5ORWEhGRSVSW4zNq2tebJE7lxx81Nn4ICOTtbVVVLs2Y2PHz4I2PGXOHBgxQCAn7l8uWBuLmZMHt2C65fjyM8/BOdO5/g2rXB/PZbL5o2PczduwnMnn2fLVs6IRaLGDtWMR99w4ZA2f91dQt59SqDxMQC2TL1lSvCDadvX7kmNj+/kl27hI5rY8YI18CFC4lERRViZ6f7OZoLTp1KJCgoBwsLTWbOVLy5f1m7d0dz61Y69vbaHD/eAicn+VJ4ZmYFXbs+JSGhjDFj7Nm1y0cGsMvKali4UDABi0SwcKEb06c7s2JFDDduZKOjo8L16340aaLH+PERvHlTTMOGOpw/74uOjgp9+4Zx82YOLVoYsmSJCz16vFTYrwcPPpGU5MSMGXHcupWPg4MGjx41xcBAuK7Ly2vp3z8KqRR8fLR5+bKJwrUnkUiZOPEjtbUCGPXxUZ6ArVgRT1JSBQEBBjRuLDwfG1vG8uXxaGiI2bZNDszPnBGSNtTVRdy4IW9oEhlZys2budjba9CwoRwcRkeX0b69LkZGqmzdmsy7dyV8+lREgwZw4UIGmppS/PzkoLhRIy0yMqpITq4gIECf3r1NePq0kISEClmW919LR0eVtm0NCQkpZteuNH77TRlkm5mpM3y4JYcPp7N7dyrbt7thaqpO48a63LuXw/r1CZw65cPmzZ68e1fEnTs5rFsXy6ZNnnh6GjBhgjN79sSybdtHDh5s9tVrbdUqD86dSyMxsZTTp5MZNkxYdh8/3pnbt9N5/jyLmzfT6d5dEUBqaKjQtasVGRllvHuXR58+iu2tL11K4NatFFq2tKBFC3N6977NgwcZtG5tweHDbXFzM6x3f/4ndf/+LZo29VZgsW/cSEVLS4WhQx0AAWAvXfpaJhH5WorIwYMfZSbH+gD2smWvuXMnTWZyrA9gT5sWzPv3+fUC7DoGuw5gHz0aI2uVXgewhw17RHBwFm3aCO3GQ0OzWbPmDXZ2Oowd68aUKYoAe8mSVzKJyNcA9rp1b5FIpAwf7sTevdHk5SmuaLm769OunaWMwe7Xz569e1uirq5CREQ+y5a95tGjTAWpiYGBOosX+8j+rmOwy8pqGDjQgW3bAtDWVuXxY7lEZPBgRxnA/u23WGbNCqFZM1N697ZTOC4QGOwhQx5SUlKNnZ0O5893xMVFn9RUeQ+D/PxKpk0L5uPHIgUGOywsh8GDH5KTU4mjox6nTgXKAPamTREyichfGWwjI/V/yWA3bmzEihVNZRKRUaOekJ1dgbm5IOkJCcliyxbhXrtmja8CwI6MLJBJRLp0sVYC2DNnhhAamoOZmSZr1zakT5/2SCQSVFVVadjQmdzcPPLyonByskNHx5HSUhUCA215+DCFwEBbDA01GDLEnaFD3XF2/ucJZf7+1vj7K6++FRdXce1aDHZ2+kpSkcrKWpo1a4C2tia+vv/eifP/tP4xyBaJRCoIUo+VQMFfnm4F6ANn6h6QSqWlIpHoKvAtcpCdAAwTiUTPgU5APsq1D/AC5nz+949rwYIt1NSY4ehowrFjj2jevCEbNqziu+9+4OrV8zx7VsSIEXJQV8dgOzvr/22r9BkzQnBx0adnzwYykyNA06am3LuXy7JlMaioFFFb2wuArVurgNfo6qp8juISqnFjQ3x9jWjd2ow2bcxp3Njwb81kf62ysmrGjbvP8eNCo4TXr2tQUxPTrp0dCxa0+Or7DhzYz5gxwxUANsCQIX3x8+tCbm4WJibK5qJ/Uh8/5rJuXRBHjwr680GDGrFhQ0fs7Q1JTy+mRYtjsgYyFhbanD7dm/79G5KSkvx3m/1vV3Z2BSdPJvLHHwnk5laRkCAYUxo10uf77x0YOdIBM7O/13sXFVWxf38kZ89+5MULeRSZl5cxVVUSDA01sLLSxsPDCE9PY9zcjHBzM8TZ2QAzMy1Zm/i637ZxYwtOnx5Anz5niYjIpnnzoxw40J1Bgxpx69ZQ2rf/A0NDXVq0OMmhQ99w8mRfdu4MY/v2MOLiCjl2rOffMv329vpYWOjw6VMpcXEFuLgYkZ9fQaNGxnTsKM98PnXqI05OepiaatGihSVSqZTjx9/TooUxI0a4oaYmpqSkmjVr3tC2rQkjR7qgr1+/ZOnOnQymT39Fba2UP/5oRevWcjlFcXEVffsGkZBQhr+/Idu2NVGIgJowIVz22jdvOn7+bV5z6lQ6Pj767NjhhYeHHp06hRIeXkSfPubs2uWBoaEq48ZFcPNmDqamahw65MWWLYlK+/bpUxVz5nzk8mVhdeHqVW/s7ITVIYlEyowZcSQlVeDiosnDh95Kk9vdu9NQURHh4KDBmjVOStuPjCzmzJlMVFRErF4tv5/MnRtDdbWU4cPN8fXV+3x8JaSlVaGqKuLDh+YKbOzz58IqVuvWiokh0dFlPHqUz7Bh5syfHyNLDgHYsiWZW7dyiYiQN4MyNxfz5EkJMTFlBAToo6enQl5eDRERpV8F2QATJ1qzc2cqCQnlZGZWYmmpfI5NntyADx9KCQoqpLy8Fi0tFWbNcmDXriRCQwuIiSnF1VWHdesaERkZSkhIDgkJpTg66rBihRfh4fkcPpxAnz429Uo+QIhs27HDmx9+CGHWrHB697ZGV1fts/ncnD//TGPTpg9KIBvAz8+YxYsTePQoQwFkS6VS1q8PB2D48IYsWxbGgwcZWFlpc/RoO1xdDZS29e+oe/fuEhgoT0Rp3twMOztdqqtrWbnyLePHu9G//31ycioZOdKFdev8lYDo48eZTJ0aiVQqZeXKpkyZ0uirDLa5uSZ//NGOb775OoPdpo05O3a0kAHsgQMfoKOjKjM5btr0jrt309HUVOH4cQFgl5XVMHz4Ix4+FBjsOoBdx2D/tT15HYOdl/f146pjsA0M1Fi6tAnW1joK0XJ1NW9eYxYvDpOZHOsANgiSz/v3M5Te8/BhN9n/Dx6MYt48wbDfvr2lDGA/epTJyJGPcXPTx8fHpF6TY+/etvUC7DqJiJWVFlevdsbZuf5Ojm/f5tOlixXbtrVALBaxaNEr9uwR9N3+/iacOdNRicGeMcODxYuFif65c4kyiciUKR71AuwlS8JkEpGVK31lALuOwXZw0OXKlc4EBQkxfRYWGkpJKxER+fTvfw9HR118fU0UTI51APv33+PQ0hJY8j59hGSpoUP7IxaLcHFxpkWLlrRo0VYh4nfECOH8lEr5l91Rhe+2ivPnP9Cvnzs6Oup/S3ppawvYrKxMudu0hoYKf/6ZQGlpNUVFVRgZ/c8kn//O+q8w2RMATWA3guzjy3IHaoGYvzz+ARj8xd/7gftALlAI9K3nc0qBbcACkUj0i1Qqzf2nO9iypRUBAc149SqL+/c/oqpaxKNHz/D19aZBA0NGjDDj06dcqqtrSE4uYeHCV+joVGNpWcPixV5UVJShpSVcPFVV1Vy48J6NGyMwMoLvvjNi2DBLXr9O4uTJFHx9zcjNfUOjRm+orXXG398WkUgdPT01dHVV0dNTw8ZGCzMzXRo3dsTFRQ8dHVUSExM/720RqamK7nwTExP09ITBubi4mNxc+aHfuZPOokVvyc6WR/Lo6WkSFDQQI6OqL7arWLq6utjaNiA1NYWqqmqysvIUnu/d+1uOHDnIwIHDsbKykjEwOTk5lJQo5+iCoDu0trbm6dMU+vQ5i75+Kb17W/DDD974+VkhlRZw61Yc8+ffQ1PTCCsrHVaubEP//g4UFuaTkpJMZqbyIsWXkWPp6elUVdWf9aurq4upqWBeq6ysJCkplaCgHB4/zuLRoyxqawVUoq2tyuzZXgwY4EhAgAm5ubmUlHyiVDl+F3V1dQwNzdi9O4L168PR0yuiYUM9vL1F+PmZ4e9vjoeHMdbWulhbm3/ldyqksFAxNL/umJycjLh0qSsrVz4kIaGQBQuucP58KFOmNOXMmQ4sWvSSzMwyeva8xIQJHowYYU1cXCIRER/p2/cw8+YF0KiRICmo73caNsyC2Nh8bt0KAxzIzk6julqMtbXALkskUn7//RmFhWXMn9+SxMRE3r3LITw8GgMDdQYOFLRxq1a9ITk5hwYNtAkMFMvOq8zMTCwtBYYgNraIlSuF7osLF3oyYoRcLlFdLWHgwCBKSytp2tSA69dboasrv80cOZLIH38ko62tQkhIII0a6TN9egSnTqWjp6fK7t3euLrq0LFjKG/fFuPsrM2OHR6YmKjTt28YISEFNG9uwMGDXnz6VMmRI6mybRsZqdK3rwWfPtVw/nwO33xjwrJlTnh5Cd+BVCpl2rQYDhxIx8tLh5Mn3WXsdl19+FDKvHlCfN3ly15Kz0ulUmbNikJTU8rs2fa4ugog9sGDHHJzK7Cz02DNGvnqwe7dwv5NmWKDk5Pi5C4lpRI/P11at1YcsBMThYmho6Mm/fqZc+6cYuZ0796K+nAvLx3On88hIkI4sdu0MeD48Syio8vrvc7qyszMhH79zDh5Mou9e2MZNeqvCkAwMgJd3Wxu31bnypVsBg+2RCzOZ84cbU6ezGDHjlBmz3bE2Bh69pRy/nw68+ZFcPZsAHp60K+fBunppaxb9xg3t+YKetovz+N27TRp315ovrV581NGjhTOqW7d1Ni3r4bIyEIiIgrw8jJUuNc5OVXh4FBJYmIiiYmWsnvo1auJ6OrW0KaNOp06adK+vToZGQaMG+eOmlo+iYn5/+37TUaGMsirq9raWsLC3lFdXU1JSTmlpeXs2+fNzZupNG9uyOzZ99HVraR1a1MFIFrXnvvhwziOH0/Azk4wIfftKxgpdXWF86y4uJQ9e8K5dSsRFxcRCxa44eGhKnt/gwYWFBdXM3Hic5KTs/H312DpUhfU1Mp4/TqXhQtfUVFRgbOzIQcOdGDVqnBOnIilSRMN1qxpTMOGYuLi0lm9OhxtbQlNmqixa5egwT5y5CMmJjB9uiu9ehnLPjMpSRhL1dWr6djRSnZcX7Ycf/r0Exs2vMPODoYOtWHsWCd0dLQ4fDiaFy/k41yDBpps3hxEeXktEyZYM25cQ4VzZuhQK86diycnRz4OenjoUVVVxO+/p3LhQhqPHgmfq6MjZtOmRuTl5XL/fh6rVoVjZCShVSstli6Va7CvX4/BwUFoqNK3r4nCftfWili+PJoPHwqxstLi6FEfNDTKZQx2dnYeZWU1HDz4ioSEfBwddWnWzIzRox8TGpqrEAG7a5c3+fm5PHmSz/jxb2UM9rhxtmRkZHP3bhp79kTRqZMerVqZM3CgKfn5RRgZCfeHiooqli9/RkhINq1aaTFxYiOcnUXExqZz4EA0QUGCROT06UCCg1PYvv0NDg4wZowd3bsbyo4rObmcH354SW5uJU2bmrJ2bUNycoSkKolEyqFDH4mM/ETDhmLWrGlJu3aWHDu2h1WrtrFq1XoFD1dBQREFBQKOqbueRCIRGRn/+np68CCB48df8+JFNLm5afTurdz46ct7RFVVCSNG2JCWVsyHDzFoackJIHV1dZydDXn7NptXrzJxqT/UCBBw1v9l/SMaVSQSmQCrgFlSqbS6npcYASVSqfSv4ZH5gLZIJFIHkEqlxUAA0BCwkUqlD7/ykbuAGmDGP9m/upo4cRpeXlbo62tw7140Y8asxMmpEb/+uhM1NfkPUlxcwp9/RlBYWI2ubgm1tXeJi4tV2t7Tp1lIJDBokAPDhjkjkUhZvz6CZ89ymDEjjzVrHHjypDetWjVHS8sSa2st7O118PAwwNVVHzMzLQwM1KmpkZKZWUFWVgWVlbVI/5LyL5VKqaqqJTu7nMjIPB4/Tufq1XgOHoykY8fbuLpeZdy4VwoAG4Rc3zrg9Xfl5uZOTExCvc+1bduC4ODQf/L1KtSZMx/o3Pk4eXnltGhhw7p1HfDzEwwGCQn5zJ17j8LCSho00CEmZiw//dTkv8Ta/5MKC8tl7tww+vd/wvLlb7l/PxNnZ11atDBl6VJvLlxox5o1jWnRwvRvZ8jV1bWcPZvMwIEPmDdPiLLy9jZmzBhPLl7szrJlAfTo4Yijo4FS44P/SmlpqbFsWTtGjPBGW1uVFy8yGD36JseOfWDuXH82bWqHuroKhoYa+PtbsW/fNzg6GmBgoMGkSbfZuvUFRUWV9W7bycmQd+9yePw4haIi4eZmYKAuYxPu3k0hM7MMS0ttAgIEsHz+vHDO9+7thJaWKgkJRezfL3QMnDHDs175Unl5DQMHPiQ4OJMJE5xZtUouYxFY6pfcupXJp08VnDnTHHNzOaMQGprHrFnvaN3amAMHmuLlZcC8ee85dy4dT09dbt4MkAFsQ0NV3N11ePw4AGNjVXr0eMnNm0JH0wMHvNDQEDNgwGvZti9c8CEjoyPa2ur8+Wcemppi5s+3p1UrA9m+rV2bxO7d6WhoiNixwwUvL0VQWVkpYfLkj1RUSPjxR0t691ZOVLl6NYvbt3OorpYwaZKwSiBEaEXz5EkeY8daYW0tDAofPpRy+HAqLVvqMGeOcivh69dzefWqRMZ637iRw/DhEdy4kY2TkzpFRdUMHKhodDQ3V2PBAgeFx9zdtXBx0SIsrIQ1a5LQ0hJjYaFNaGip0r3mrzVhgrC69dtvn77aRKlrV+Ee88cfcnDZrZsA9G/ezCYnRzjfxoyxR1NTzLlzaTx8KOjQ+/Sxwc5OG319Na5dS+drJRKJGD/eGUNDNd69y6egQNimrq4aw4Y5kJdXye7dH5Xe5+qqT5cuNgQGys1NlZW1zJ4dxMuX2Xz3nSOamqro6qqzdm2zf+y9+O/W2rVbqK2VMH78HGprhe/TxkaHTp1sWL/+Hfr6ajRrZsqqVb71MtjHjyfg4KDD4MEODBvmpMRg//LLO86eTcTdXZ8FCxrTvLnihKuOwX75MptGjQxYu9YPKyttsrPL2b8/mszMClxc9Ni4MYCdOz98NjkKbdebNjWhsrKW1avDCQ/PJz29jLVr/WQabCEcwIvvvpOvGCQmCgDb1lab5s1N65W+PHqUydatETg76zF0qCPDhgmrP3v3RvHiRS7qX9gMKisrKS2txd/flHHj3JQ650ZG5qOpWc0XsvfPvSQeM316mAxgA1y6JCSahIfncfZsAlVVErp2tWbChEYKDHZYWB6TJrkrHBcIsrKff37JpUvJODsL7LCNjeI9o6yshsOHP5KeXkaTJkZ07GjF2rVvCQlRBNg7djRGR0eVd+/yWL78Na6u+owY4cyOHQGIxSLu3k1j+/YPVFdLad3aXMmMK5EIqxe3bqVTVlbLxInu+PgYU1Eh/F537qTToYOFrJPjxo3vcHTUYcwYV4XUk4SEYg4ciJZJRL5sRy+RSNm9+wNXr6agri5myZImtGghnF9RUbF07NhWKSShqqqWrVuDyMysn5D7Wp0//55u3Y5z5kwkFhY62Njo/0u5rIaGCnl5FSQkFMhWx7+smTObYWNjyPr1L2W+q/8/1D9lstcAIVKp9M+/eU19RyX663NSqVSCMuOtuCGptFAkEu0CpopEok3/cB9xcHDAyqoBERFVbN78HGNjD3btsufx41ACA40oK3vNnTu/kpeXiarqOCoqjEhMtKB5c2tmzlyEpaU53t6NGD68Py4uHjx5UoqPjy0//yxvOd6rVzmrV2fTtKk7CQlVZGVVkJamRWhoLiDMbtu0MefpUzljbGwcQ16efFanoiLCy8uA6Ohiamok1NRIad3agGfP5EC4aVMTXr+W3zDqq9LSGmJiCnBzU9YvfVmNGnkSGxuPurqazKBRV3p62pSUFCs1rjA1NZWxN19Wba2ERYuesH59CIGBtnh4mLB9+zcyAF1WVs3q1e95/76Gb79tyIkTA2QXsZ6enowBrqv6GmaAkIhQWlpDVlYFxsbq6OurIRKJKCqq4syZJA4efEloaC7Nm5sQEaFG06bmjBzpxJAh9lhY1C8H+esxVVXV8vvv8axeHUlSUunn7p72TJ3qRdeutv+oIUV9x/S1qkt5GDfOke++C2Dx4idcvPiRPXtS2LAhHn9/C+bP92fMGC/s7Q1wcIA//3RnyZKnXLuWx44dCZw8mcn69e0YOVLQ9tYd0+DB5syY8ZrU1Bx+/tmQ8nJ1jI3lA8Ldu4k0aNCAbt0ccHJyJC2tmLt3i3B2tmXixPbo6ekwceJdtLRqGDbMi27dmtR7DNOnhxIenvc5lspXYUlw48b3PHmShZaWCteutcXFRf695ORUMmBACEVFNfj4GDJ8uB179iSyZUs8qqoijh/3xdVVh06dXhARUUKjRjrcv98cbW0VevZ8RXFxLVZWGty92wxVVRGBgaHk59cQEGDAnTvN0dVVYebMj7x6VYSOjpiLF5vQsaOwjCksr8eza1cafn66LF5sT4cORgrHJbSD/0BYWCF9+hizfbsyFVJWVsvhw6loaIhYscJV1vns5Ml0Xr8uokEDTWbNkg+O69cnIpFA48a62NgoLl9WV0t4/15Ig6kD+3v3pnL1qryN9c6dZezZk4KrqxYxMcK9ZfVqF/T0VGX73LPnO27ezEMigdjYcu7cycfLSweJBPLyaqiuNvrqNQbQtq2UTp2MqKqC+/e1mThR2Yn//fdWXL/+hufPc0lNLadBA2usra3x8ysnOrqUy5dh1SoHHBxgyhQR169nM2PGe16+bIuLixMLF2rRrdtjgoOzGTmyOSYmyrIUU1NT+vQx5fDhQs6fT8PRsYSNG30BGDzYkFWrUjlxIpFNm3wVjsfBAfz9FZfU168PIza2EA8PU6ZOba8E1Oqr+hJY6isNDY2//T4BLl68gp9fU6KjP9K6dQAAyckiPnyopXVrXXbsCFQCoiEh5UydGomdHQQGmjNvXkuF+49EImHhwjD2749DXV3MmjW+9cb0fWly3LSpvUwiMnp0MImJJQwY4MD69f6sWhXOqVPx+PmZsHBhEzp2FDTYCxa84tKlfMzMNDl5sjNv3+YxY4bgeVi82Idx4xQlIj/++ITc3GrMzLRl5s26atDAgvPnE5k2LRKJREq/fg7Mmyc0CamL6WvZ0owff3Th6dMsjh+Pw9ZWaHizc2f9rdLnzo3A0dGQfv2suX49hZSUUqKilAHe3Lle+Ps78OhRJmPHvqGiopbZsz1ZuLCJzOQ4d65g0J8505exY5UlIkuWBHHzZj5WVlrs2dPqc4a6fNUpL6+CLVuCiY+vQEVFjytXAklNLeWPP+Jkvh0AU1MNhg71JDg4i59+ekNZmYRhwwzYtq05Kipi7t0r4Ny5XBITYelSH4XUM+G3lzJ37gtCQ/PIzBTkG4JEpPqzRCQfc3NNVq5sJuvkCDBxoptSisioUeHk5lYyerQra9YIrdIbNLCQGSkPHEhHU1PMmjVN6d5dkMqlp2fy66+nOHr0gMK5X1BQQd++p3j0KImQkFKCguRpa393PWVmlnDt2kekUimjRvmzdWu3fyQtMTU1pUMHH/788x5Xr2YzcmQ7hee/+UafOXMec/duMpcvOzJzZv2pRv/X9S9Btkgk8gRGA+1EIpHh54frhH4GIpGoFoGx1hOJRCp/YbMNgbKvsN//qrYhMNmTgbf/9E0aGqosXdqejIxETp9+iqamI2/fFvP2bTF6eiLKytbg42NIs2ZGxMSk8uRJMlOmDGXnzrGEhDzl7NmzLF26gRs3ThIW1ltpdhUREcWAAWrs2iXorwsKqkhKKiEtrZzMzAo+fSpHIhHh5KRPQUEVhYXVqKqKiI8vpaiomuLiGqqqJEgkUioq5F+VlpYqZmaamJhoYmqqiaenEZ07Cw1QPD1N6NChASUl1dy7l8KtW8ncupVMWVm1QnLE10pFRZX8/MJ6n6uoqERb+59lUufklDF69A2uXo1DRUVEv37uTJniqzAY7N37msOHI2jZ0pazZ/t/NXtWV1e33se/LHf3q7K8XxUVEaqqIior5TcvQ0N1unWz5tChALy9jb62GaVKTCzl4ME4Dh9OwN5eg6SkUjw8DFi1qjHfffevwbVUKqRCxMcLhtakpFLZPx2dSt69y6GsrIayshpatTLn1atMTE21MDHRxNPTBB0dNTw8TBg7tgmTJ/uyb99bTpyI4uXLT2RklLJmzXNatbKhd29nevVyYePGDvz4ozfTpt2lurqG0aOvsW9fGHv2dJOtHpiZabNxYyCNG5ujpaXGp0+lsozvmhoJhw69Iz+/kiNHugDw66/vSUsroUULK6ysdIiLK+TkyVjEYpFCx7a60tXV5fbtVKKi8jAyUufcuUCFc+/kyUTmzw9HX1+NM2da07y5fIWlsrKWmTPDP8fsGbFlS2OkUimhoYIl49ChJjRtasCkSe+IiCjC3V2X+/cDUFUV0bFjKGFhRbi6avPoUQC1tVI6dAjFxUUbNzcdrl3zQ1tbhZ9/jmX79hTU1ERcvdqELl2Ez5dIpEyfHsuuXWmoqoqYN8+Ovn2V4/h27kzh6FEh1WTZMgf09ZVvjStWxHDlShZdupgwcaLQVba8vJbFi2No08aICRNs0dYWzvfk5HLevy9GLIZ58+yVthUVVUrLlrro6anK5DTdu5sqgGwAW1tNPD11ZSB79Gj54CWVCprvLzXbAM2b61FcLCSkfPwoop3iWKRQIpGISZMa0L9/FAkJVYwebYGGhuI9z8xMAxMTNfLzqzl6NI0lS4QJyPLlLjRu/IyPH0v56Sdb7O21mD7dhf37U0hMLGfPnkSmTXPim28s6dzZgrt3P7FqVSTbtvl+dX+WLfPm6tU0du/+yOzZjbC01MLT05AWLUwoKani7t00JYOj4veaz8qVr+jQwZpFi/z+EcD+d5e29v/H3luHR3W22/+fibs7SUhCjECQCJAAwYu7l+JSKAWKu1vRQikttLi7uzsJEBKIQNyIu/vs3x+bTJgmAfqe97zn/M71va8rV8vMbJu9Z+/1rGetdWvRsqUHoaERMpB99Wo8jRrpMXSoXa0mxz//DEMigaFDHZk40bFWDXZwcLbM5FhbTN/IkY8oKCiXMzkWFJTLmRyrAHZVTN/ChU1kAPvbb0UNdpcuFqxa5SbTYLdqZUzPnlY1TI6LF/uTk1NWp3nz7NlYDhyIQCoVmD/flfnzRYC9aVOQrJPj2LEO6OurcOFCHFIpmJioceBAm892chwwwIaZMxuxYIErOTllbN0awp498rMcgwfb8uRJKt9++0AW01cFsKsYbHd3sSHL33XPVRrs0NAcWrQwYudOrxpNirKzSxkx4hHl5QL6+pocOSKaHIuLK9DSUpIj1Xr3tsbPL51Fi/xRUlLg22/r1xrT9/fkD5A3ORoYqHDyZHt8fKo02I8oL5diaiqaHJ8+TZW1tl+71k0OYIeGZjNgwD0Zg10FsKu2MXOmH2fPxtKsmQGamk8ZMWIZR4/+gbt7U/r3H83334+lc+eesvWlphYwceJlHj6Mw8JCm7/+6v3VXVLPng3lwIE3dOxow7Zt3f5Rd9UhQxry5Eki16/HERCQSvPm1aShhYUW+/Z1pW/fi5w4EYGNjR79+//3BSt8bX0Nk+2AGKv3vJb3PgB7gWOAImCPmKFdVc6IcX7/uARByJBIJLuBmfzDOL+QkBfcubMEDY0SjIx8ycjQw8NjBOrq3ly/no6/fw7+/jn4+OhRVqZCp05X8PQ0pV07c0JCJHh5iU+l2qYvIiNjuHv3MXZ2dsyYMR89PRX09AxoWjvxV2uVlVVSWipFSUmCkpICioqSrxrJ6empMnCgPYMGHaWiYgkKCgpfdYGuW7eaCRO+q/F6ZWUle/Yc4ZtvOn1xHZcvRzJp0k3s7HQxNFTn9Ok+dOgg/7DLzy/l559FA8myZa1RU6v78qqNJf97aWp+GoUlyLnJ9+5txbBh9WVmiC9Vfn45ly4l8/BhGnv2RMmm8lq00OfIESeGDatf6/nOzCzF3z8bf/8sMjNLuX07lejoQgoKKlBUBKm0Qm5a0M1NmfDwHNm/MzKKSU4uJDlZ1Mvm5pYREFCtsVVWVqCwcBpbtvhw4UIUz58nsmtXAE+efODJkw8cOhRCUNA4GjUy4s6doZw+/Y6oqExevEiiRYv9RERMwc5OHGDMnOkJQGRkFiBQUSEO4p4/TyI7uxQHBz0cHPSRSgXOnBF/phMnii3UjxwJQ1NTiYED7bCxqZk0UVmpwfTpQWRmlvLbb140a1YNol+8yGDsWPH2sGpVE3r1qgYAUqnA6NF+nDyZQOfOpuzb10LW1GX//maMGmWFu7sunTs/59WrXPr2NeOPP1wRBIEffgjm9es87O01uH27BQUFFXTq9ILU1DKcnDS5dMkdTU0lNmyIZdeuDygpSTh92pWuXY1k2/7hh/e8eVOIioqE06cb1SoBuXMnk/Pn0z7ukwvNm9c8/sDAXLZsiUUigdWrHWVRgL/9FkdsbDF6ekoMH14NgH/9NY6XL7OZPNkKO7ua5sPAwAIePcpm4MBqw/GQIabMmBFGWVn1BfXnnw25elWUXmhqiveKqlJQkLBnjxPduwfJrXvAAGMSE8s5fTqTO3dgwoQam5erfv0MaNxYg+DgIg4cSOP772u68ydMsOT06RQuX05l4UI7lJQUaNxYh2HDzDl+PJlly8I5eLAp6uqKbN/emL59X7JvXzxDhphjZqbOpk1N+f77V9y4kUJcXCH169fUfwO4uxsyerQtkZEF7NwZLpMjDRtmyU8/+XL4cESdILuyUsrYsfcpKqqgfn1tOnWqKdH5T1XDhg15/776UaitrUJcXAEHDkQweLCN7H7/aUzf50yOf/4ZjrKyhBMn2tfaKr2Kwba315YBbBDlNuPGOXD+fBxnznRkzZpA3r/PlZkcO3Y0p6ionNGjn8hMjp8CbIAePSxrAOy+fcX4wVGjGrBhg+dnY/o+TcjYsOEtly8noKWlxLx5rty5k8SpU7EAdOxoJhfTV1UnTkRz+HCUrJPjzJki06uurkR8fAFXr8rHgTZqpEdSUhHDhj2gWTMDnJx0ZSbHQ4eqTY61AeyCgnKGDXsgMznWBbCrTI5Nmuhz/Hg7WUzf998/Q0FBgouLHlFReZSWSnFw0JaZHKdMcWL1ajcUFRU+svxih8ply5rVCrDXrXsjMznu29f2E4BdHdNXJRGZNUtk5rdubcHYsdVtxKti+mxttXFzM+TAgba1mhyVlQWWL2+GiUkDWrc+ycyZS0lLy2Du3OksWbJGtr7U1AI6djxKamohbdtac/hwf+rX1+Nr69QpsT/BuHHN/xHABrC21sXGRo+ioijGjbvOixcj5QbSffo04I8/ujBlygMGDbrOvn2dGD267oSs/0R9DUJ5AnT422vdELOsewDRQByQBwwG1gBIJBINoDfw539h/zYjAuzJ/2ShX37ZSvPmrvj4tKVTpy64ubWUZZcWFJTj55fFs2cZxMdnERqqTkZGCbduJVBQUMKzZ448egSNGyfQpYsZ2try6QpnzuwjJCSMH36Yx9Onz9i//wg6Onr/6KBUVBT/5e5iz5+LRqrY2BwaNPiyHvvdu7dcvXobf//bcq8LgsC8eatQUFBg7tzFdS6fk1PCggUP2b1bTA+xt9fnzZsx1KtXUyKxbZs/Li6GH6O1/msNHgRBwMvLiLAweXNot27mXL3aHgWFL+u7k5KKefAgnbNnk7h2LYWSEimWlmqoqioyYEA9pkyxp3VroxoPtdevszlxIp7k5BKOHq1OmXRy0iYsTIxg1NVVpkEDLRo10sLYWBUbGy3q19fEzEwFXV1lNDSU0NRURlFRQn5+GRkZxWRmlpCeXkRYWDahoZmEhmaioCBBWVkRZWVFhg8X447WrGnDrVuxXLoUSePG1aBQIpEwZIgL3bs3YOXKx+TmlsoA9qdlbq6Fvr4yqaliUxJ//yRatzbCx8cGEAdMwcFp9O9vT5cu9cnKKmHDBn8UFSXMmdOs1nMxf77YrKBzZwumTKlmuuPjC+jT5w6tWhng4qLH9OlOcsstWPCGkycT0NZWYuPGplhZVQNOiUSCp6cuAwa85NWrXOzsNNi5szFlZVI6dXpOVFQRAwdasGNHI9LSSlm48D2pqaV07mzExYsig71+fQyLFkXRsKEGq1Y1oG9fEbRWVgpMmBDKgQPJaGsrcuVKExm7/WlFRhYxZEgQ2dkV/PyzPUOH1gSYlZUCM2e+x9tbj+bNdWjZUg+A3NxyTp4UtYE//+wkA055eeX89Zf44B8/3qrG+gACAsTrqFmz6hkdAwNlOnUy4Pp10Qg2bpwFXboYEhcnsth9+9Zk4Lt1M2TGjHps3y42tVFVldCpkx6xsaJ2/8GDXLnug7WVgoKE5cut2LEjnk2bohg92rgGaOrc2YgBA0w5dy6VkyeTGTFCHEitXu1AZGQBvr6ZvHiRTYsW+vTubcoPP1ixe3cMc+cGc/iwJ82a6ePgoM3Ro3GsWhXC3r0t6tyf7793wNv7Fu/e5bJoUSPU1ZXo168+P/3ky82biZSWVtbqjfjrrxBSUgqxsNDkl19qNuX6T1bXrt3ZvHk7I0YMxM2tCbNnN+bkyRjS0krIzS1DX1+VCxfimDPnpSymrzaAvXFjkCwH+9Ahn1oB9vz5L2USkVOnOsgAdlVNm+bCxImOLFzoL9NgnzzZAR8fM4qLKxgx4hE5OWVYWGhw9mxHXrxI5+RJMfVj9Wo3OYAdEpLNyJGPZPGDtQHsy5cTmDz5mYzB/hRg//xzEBKJ2Bdi2bIAueWOHWv3WQb77wkZYkzfXaytNXF21sXd3YgtW4Jp3dpUFtPn5KTLli2eMgb799/foaurzNy5rrUy2CNHPqKoqAJzc3UuXepcK8CePfuFLAf7+PH2MoDdu7fYaKZPHyt+/92byMg8LlyIY//+CJnJsQpgVzHYLVsa07VrvVolIlUMdps2JsyZ4ypLEZk37yVPn4p55mfOdGDEiAdERoqSmbVr3WoF2JmZpR8BdpsaAPvNm3SgnI4dUz56G8wZOLAXZ89eYe7c6axfv1W2vvT0Qjp1OkZoaAaNGhlz5swQTExqHzDXVdbWOtjbG9Cx47+GEdasacvFi5GkpRXx/fc3+fPPbnJ+r++/b0xKShErV75g4sR75OTA9OnO/xjQ/9tKjFv5Z3/AGESdtdYnry0EihBBcSfgKpABmH7lOm0+rrPX317//ePrAmDzmeWFf6WkUqkQF5cnnD0bJbRqtVBQUflRUFLaKOjobBDmzTsnvHkTIGRnR9T4S0oKEoYP7y+0adNSKCsr+5e2/U+qvLxSWL36geDh8ZcAKwVLyxVftdyQIf2ERYtm1Nj/efN+FJo2bSRkZ2fWupxUKhVOnnwnmJn9JrRufURQVd0sbNnyQqioqKz184mJeYKGxlYBNgiPHsV/cb9KSkqEkpKSWt8LCMgS2rW7K8BxAY7I/nr1uieUl9e+falUKsTEFAgnT8YLkyb5C46ONwU4KxgYXBYkkrMCnBXatHkg7NgRKWRk1NxueHie8Msv7wVHx6sCnBDghNCw4TVBQ+O04O19W5g2zV/Yty9KePEiQ8jMrH2/a6uEhHzh7t0E4a+/goW1a18IP/30SFi8+JkwfPgN4dtvbwgjRtwQxo2789Xr+/sx11U2NtsEWCEEB6cKffueEmCNcPRokCAIgtCmzVEBNgjbt78SBEEQNm70F+BX4ZtvLtS6rkOH3gs6On8IXbteEOLj82WvFxSUCc2aXRRgv9C58w2hrKxCbt8WLgwQTE3PCM7OV4W7d1NqrDcrq1Ro2fKe4Oh4U3B1vSfExhYKYWF5gpXVLQEuCc2bPxDS00uEFy+yBX396wJcEiZPfisUFYnb2bkzToDbgkRyWzhyJEm23spKqbBwYbgAtwUNjbvCvXu1X+P5+eWCh4evALeF3r0DhMrK2r/PP/6IE+CaYGFxV8jJqf6tr1sXKUgk14TvvguUOxd7934QWrf2FTp08K11fYIgCCNHBgrt2vkJN26ky70+fnywALcFuC1kZ4vb2rZNPM5p097Xuq7i4gpBR+eRAPcFff3HgiCI33/jxn6Cl9cLITg4v9blPq3KSqng6vpcgNvCtm1xtX5m7954Aa4Jzs4PhYqK6uOdNy9Edr6qfp9RUQWCmtp5Ac4K9++nCYIgCBEReYKi4klBVfWUEBaWV+e+SKVSwcPjmgBHhGPHomWvt217UejY8bLw6lVqjWUiI3MEdfXfBRWV34QbN2rf//90nT59RDAxMRJ8fa8L2dkRwqVLj2XPk717bwsKCisFB4etwsKFZ4WsrHAhOztCSE0NFVJTQ4WsrHBh0qTjAqwQWrf+XThx4kGNe3h8fKjQsuVOAVYIXbv+Jbx+/brWZ1VmZrgwd+4ZAVYIamqrhXPnHn18hr0T2rffJcAKwdj4Z+H585fC9u3XBVghwAph69Zrcut5+vSlYGS0XnBw2Cr06rVHSE5+X2Nbe/aIx9Wy5W/CvHlnZK8vX35BMDH5Wbbuv/9dvfq4xrqqviNYISxZcl7uPV/fV7L1tW+/S0hMDBWysyOE48fvCx4eOwQ1tdXC6NFHhMxM8Xvdtq36uDZuvFJjWx8+vBNat/5dgBWCldVG4eVL/xqfiY4OFpo02S4oKKwQunf/SwgJeSOkpoYKvr5+gpeXeB68vX8XPnx4J2RnRwhXrjwRNDRWC8bGPwuTJh0TMjLChOzsCGHnzhuCRCLuy7JlF2psJyMjTBg16rDsfF24IH43iYnvhHbtxPPVuPE2oVu3vwRV1VWy4xo+/KDceh4/fiG0aPGboK29RujS5U+585WZGf7JNlYKUF/o2bOL7P2srHBBU1NDyMnJkl3PmZlFgqfnQcHdfY/g4rJLSE0t+Jd+F3Z22wVYIbx7l/7lD9dRgYGpgp3dLgE2CL16nREKCkprfGbr1tdC27bXBTgiTJjwXCgtrX4+fcSL/xL+/ad//0rHx7rqZ8S0koWAIfAK6CIIwufde1+uDcAERMnKZ8vT8ygDBjjQv38DnJ3lWasLF5L4/fdovvnGhG++McXVVQeJRIJEIsHaWpvo6GfExe0jPPwajx/nMnu2Pxs3BnPjxgcKCyswMHDkzRtRstCqlSbx8fo4Oy8nJuY6gwbtZvnyb2nYUKdGzva/o8rKKlm16gHBwWmUlpazbl0n5s3z+uJyV6+e5d69R2zadEfu9T//PM6xY8+ZNetXSkpqaroTEvL48cc7XLokpk/Y2eny5s0YnJzqZs6XLn1CUVE5/fs70LZt7ezdp1UVg/WpkSIxsZjFi0N49iyTqKgcDA1VcXTU5PnzdNzcDDh+vI1sxFpZKSUoKBd//yxu3kzl6dMMkpKKsbLSICFBtABoaSnRooU+Awda0K2bKZaW8tP2KSklnDuXwOHDcfj6ZuLgoEVERAEmJqoMGWLFkCFWeHkZ/aNUlPj4Qu7f/8C9ex94/DiZmJh82rY1kWta07KlKX5+1T8LURvpTnR0DjExecTG5hITk8ecOe54eMgzq0VF5YSGZhAUlEFFRSUfPuRiZ6ePnZ0ezs6Gsu5YrVpZYmCgTl5eKQEBYoxb8+ZmBAenk5VVhK6uCuPGuVJSUsHt21HY2GgxbVqTGseTlFTI9OlPMDAopW9ffaysqiMB589/RXh4Lvb22pw82V5u2m7FiiDWrw9BUVHCrl2edOwob7hNSyuha9enBAbmUr++BjdueJKZWUq3bs9wcdHBykqdq1db8u5dPn36vCA7u5w+fUzZts0FVVVFdu2KZdmy9zg4aDF/vi0jRojadEEQJSK7dyfSsaM+y5fb4eNTu15/xoxw8vIq8fHR5ciRxrVKtjIySlm3Tmzss21bQ1lHy+LiSrZti0UQYNSoenIsyY4dCQQGFnDiROMa66vax0uX0sjNreDYMfnvvGoflJRAT0/cVkWFgIWFKnp6td9b1NQUcXPT4sGDXPLyxAxZiUSCl1cRt2/ncOuWmazte12loCBmfvft+4b9+xMZN868xizeyJH1WLVKNN6dPJnEt9+KbPayZY6cOJFEQEAuBw4kMGFCfezsNFm0yIldu6L57bdw2rQxxN5em3nznDl8OJaVK4M5erT2e5hEImHqVAc2bQrmwIEIhg8XGS9raw2OHo3g7Vt73N2rZTZSqZRJk+5+1BU70rWr9WeP9T9VgwaNICcnm4EDx3Ht2jHatq2Wr2RmliIIAn36WDF3bnWjmbS0LARBYNeuRP78U2Swp093qZGDnZdXxpAhD2QM9vr17jUYbKhKvnnBgQOR+PiY8tNPjWSNZqZP9+XNmyyMjUVNb2BgJvPniybH1avlGdHQ0Gz69r1LRkYpTZsafLGTY/v25ixYIG9ytLbWZPHiJmzZEiLnR7K01MDLS/7+cPx4NFOnPqdVK2M6d7ao0Sp9xgw/iosraN/ejKNH28lysMeOfUJJSSUzZriwbFkzFBQkHD4cydatYhOuNWvcasgyCgsrWLDgpUwicu5cpxoMdmZmCQMG3JMx2Js3t8DCQgM/v2gWLfInIkJgwID6/Pprqxo52P361WfdOncZg717dxiqqorMm+cqk77In6+XREbmo66uyPHj7WUM9sSJT3n4MAWJBIKDcwgOzpEtZ2qqxu+/V+ezf8pgf/utLVu2tJRjsNete8OhQ1EoKFSgq3uLkpI4rl6N49Gj5/j4eHH+/DUMDPRRVVX/eL2V0q3baV6+TKFRIyPu3h3xjxnsqrK21iU6OpsbNyJwdv6ybLS2atrUhEOHetKnzzmuXIlizJg7bNnig7V19X1u5szmWFrG8erVc/bsiSIhoYhDh7zlEq/+E/UvIUJBEA4AB/72moCYQrL2X1xnLNVpJJ++Hgd82d0HvHqVyqtXqZw6FYKiohnjxjVg+PD66OurcvVqCrdvp3H7dhpz5wbTubMJDRpoMnhwPdq1MyI4OJiKigr27DnKiBGD6NEjnFu3bBAEiIoqQEEhn7Iy8aLKyRFISBBISKgEviEpKY9Ll25/DGnXwtVVFy8vY+zttWjeXA8rK/X/0lTFsmX3OXv2HVZWOvz5Zy9atfo8iC0oyGPu3BlcunSdPXt+QUdH++P3k8Ht20ls3FgJ9GbWrMdYWZkxaJBL1XfNvn1BzJx5j+bNTdHVVeXnn32YNKnZZzXjZ8++5/DhN/To0YCff273j48vN7eMHTuiWLcunOLiSpSVJaxa5crUqfZUVgrs3x/FqFG2JCaW8PRpAhcuJPL4cTo5OeU0bqxDcLAoKdHXV8HVVYeffjJHVVWRbdsiqagQiIoqxNc3GweHMu7cSePChSSSk0vJyysnPV3USmtpKeHlZcjvv7vTvr3JVwPrsrJKfH0zuHYtiatXEwkOzsXDQ41Xr0SNr46OCtbW2owd2xATE3VUVBTJyirF0lKbsLAsUlKKyMwswcHhMObmKjLtNkCXLtY0a2bC06eJXL4cTWpqAUePhsg04E5O+oSFVeu7e/duQH5+KTNmtOTw4X4oKYk31efPxxAQkIKjowFLljwkNDSVadM80NJSYevWl9y+HYO7uyndu8trXaVSgWXLfKmsFGjZ0oRu3aqvu0WL/Nm5Mww3N0MOH26DgYGYGCEIAsuWBXDlShKKihKOH29Nv37yoCc0NJcRI3zJzKzEwUGLu3fbEBFRQL9+vuTnV6CqKuHq1Zb4+ubQp89LGjfWpnNnDQ4dao6ysgL79sUzZYqoQ161ypLx4+vJtj1vXgS7dyeipqbA0qW2dQLsCxfS2LcvCVVVBc6da1Kr0RFg2bIYSkoUGDfOikGDzOSWNzFRxdJSlc6dqwefAQF5BAYWYGCgTL9+tTd4iokpJje3AlNTFczN5ZM2rKzEB8DEidWArLCwkqSk2qMbq2rdOju8vQOoX796fZ6eOty+ncONG1nMnPnlgW/v3kaMGWPK4cOJbNoUw6pV8m2llZUV2LDBkWHD3jB/fjh9+5qiqamEpqYSv/3WmKVLQ5g16w09e5pgbq7O3LkOHD8ey9mzH9i9O4qpUx2YPLkBmzeHcfx4PIsXu+DiUntTmN69LRk//ikREXnk5pahq6tC/frifSwuLl/uswcOvCc/vxwXF322bfuMy/N/oCZM+JG8vDy++WYIO3duoFOntgiCgL9/Jp6ehjRtalBDIvLnn+E8fJiPrq4Kf/7pXWujmSFDHqCoiJzJ8e8lylBeykyOnwLsESMecv9+Cu7uhvz2m5dMg92kiT5DhtjUaJU+fvxT1NWV6NTJoE6T46+/hqKqKg4KqgD2jh2hMpPjkiVNcXLS5ddfQykpqV62b19rue/g+PEopk4VzYC1Aew+fe6QllbCkCE2/PJLVaOZZKZN85OZHKsAdpXJ0dhYrYbcBOQbzXTrVo/Vq91qlYj0738XbW0VuU6OkZF5LFrkT1ZWGa6uJnIAe9SoRzRooIOrq77M5LhnTxhz54qDmPXr3Zk82VluO59KRNTUFDl9uj1t2lRrsBMSCqhfX5OkpCLKy+XD3Natq07SCA7OYsqU5590cmxZqwa7XTtTHByS2LNHTCNp1qwx338/h379unP69CWuXbuMmpoagiCwadMLXr5MwdZWlxs3BmNm9uXggrpq/fpODB58mrlz76CsrMgPP1R3g715M4mTJ+PYsKE5xsafB8OtW1vy7NkIfvrpIZcvp3Dv3nmOHm0v95waPLg+trZa9Ov3kKws8PS8z/nzdTfu+++ofz/t+j9Y3t7BBAZCcLApFRUq+PtnMWuWPxMmOOHurk+LFvo8e5bJrVtpFBVVsHt3DLt3x2BsrMqQIZ0ZMaI5hw//xZo1o3Fza4CiYhzZ2ZZ07twBAwMFNDXTKC6uJC+vku7d9UhMLMXLy4WoqEIePEhBEMwID88nPDyfO3cyyc0VWSUDAxWGDDHDzEyFNm1MaNXKSM7UV1dJpQKLF9/l7Nl3ZGYWceLEQNzdPx819ejRHcaPn4SzcyNOnDiOoqIq9+6JzVq2b3+Hurr4Y7O0VKZ1a0fZaDQ1tYCxY69z/boYI2hsrEZo6DgsLD4fTxcVlc24cVcoL6+ka1cbHB2/vn1qfn45K1cGs21bOI0b639sd23Bzz83xt5eC6lUwNc3i8TEClq3fkRkZCEeHrq8eiUmMFhba+Durs/06Y60aWOMk5O2bDCwaVMYkZGFREYWcudOWq3bV1FRYOJEO9q3N6Fv33pfdU7S00t5+TKLp0/Tefo0Az+/LJydNQgMFJMytLSU8PQ0Z+RIB9q2NadhQ33u30/m2bNUDh16R3y8qJ1TUpIglVYglQpIJGBlpUWbNqaoqSliZaVNbm4ZL1+mMnfuI7KzRYBlaqqOoqICTk4GuLoaYWuri0Riz5s36SQn5xMRkcn79xk8eBBLp0623LkzCgALC23Zebx0SXTh9+3rSF5eKevW+QKwcmWbGsbPLVsC2Ls3FFdXQ2bPbia7Ee7dG86GDcEoKUnYsMEdFxcRyAqCwKxZL9m2LRQtLSVOnfJhwAB5gH3pUiIjRvhSUFBBnz4W7Nrlgbm5Ovfvp5OfX8GwYZYcPOjBzZtpDB7sT2mpFGdnLfbuFXPWDx1KYPfuuI/758IPP9jI1r1qVSSPHmWgoaHA6dNNaN++9msxLa2MP/4QZxY2bLCvk+UNDS3gzz9FrfPs2TZyQOCXXxIIDi7h4EEXudcvXcqgXTs9WrbUrZHSUVVv3xbQvLk+np7aNQbfVWC6YcPqWRcxDkxA8TM2DldX8XeckFBGRYUUJSUFPD21sbdXp7hYSl5eRZ0DiaqSSCRMnGjJgQMf2Lw5hkmTrLC0lE8eGjTIHDe3GF6/zmPjxmhWrhSBeO/eZuzZE8ObN7nMnh3EsWMtUFNTYu1aVwYMeMqyZcF8+631x3bcduzdG82+fdFs3ty81n0xNFSjTRsT/PzSCQzMol07M4yNVWnd2kTG8IvfVwGzZj0mN7eMw4e7fLGb6/9EzZq1CFfXpvTq1Z/o6Fdoamrg7m5AQkI+jx8n0b17PZSUFGUA+8qVBJKSFDh2rB2dOtVtcvwSwJ49+wUBAZno6Chz4EBbOnQQZ3uWLn3N/fuiyfG337x49ara5Dh4sG0NgF1lcuzXz5o//vD+LIO9cmUzpk8X2dkNG96yc+c7nJ11mTWrEU5Oukye/OxjupIeQUHZFBVVMmCAjWxdx49H89df4SgrKzB/vuvfAHYO33//nLS0Etq3N/sEYKcwbNhDTExU+f57J9atc0dBQcLx49Eyk+OMGS61AOxyhg17KGOw6wLY/frdJSgoBzs7LS5f7iLTYPfvfxcXFzXMzTXYvbtDDQa7Z08rfvmlBWlpJfTufYeoKHFwuGxZs1oBttgYKBo1NTGm71OAXWVyvHSpM3v2hMulqaipKcoGYiKDfQ8lJQmDB9vw66+t5AD27NkvZJ0cZ85sTLt2ndm0aRSbNv1GSkoGSUkp7Np1kN9+20KLFqKv4e7dONaseY6bmylnzvTF0vK/ljXv4WHB4MEu/PKLLz/+eJ1LlyIZP74ZXbvaMWGCHx8+FBETU8itWx1lBvO6ysnJkCNHejBy5AOuX/9Ajx432bDBi5kzG8qIMg8PQ1686MaAAX7ExxfTuvXD/9L+/9P6PwWy3dwUOHVqOsXFUlauvMe5cwUUFdnyxx/+SKVmKChA69YGLF3qQr16qrx4kcXJk4lERBQQFJTPo0elwChgFMXF5SQkiA/zDx+yad5ci8DA6hg8dXUJ4eF5SKW5/PGHNw4OZ0hPz2fJkr94+zaXoKB8AgJyCQjIITOzjLt3U4iIEJdXVJTQv78pqqqVODjo4uioj4WFOhKJQEFBGQUFZYSEpHP+fBihoano66ty8GA/GcCurKzk6dP7tG7dQRYOX1JSwvz5c9m37zWuruNRU7Ng82Zxmjs/v4zk5FLKy6WMHWtPXNxBRo8exvDhgwC4fTuaESMu0rChCfr6avz2W2eGD2/4RfY9Pj6P8eOvU1EhZcAAJ6ZN8/iq8/TmTSZHj77j6tV0QkNF5k1NTcLTp+3w9haNXitXRrB/fyKmpkq8eCGCZAMDFRo10uHHH+1o184EGxsRWEilAuHhBZw5k8SjR1n4++fy+nV2rdtWUpLQtKku339vy4gRVnWmkwiCQFxcEf7+Obx+ncObN7kEBuaQmFhCo0YahIRUXwvOzrq0b29Kz54WtG1rgoqKAn5+Gfz1VzinT8eQkVGCqqoClZUiI+flZYq3txlNmujj5KSPjY0OUincu/eB48fD+OWXt+Tnl6Onp0JubimOjvr06WNHz552tGxpRkWFwJ07sZw/H8G9e3EkJhbw22+d+e47Fw4cCGTHjhf07u1Y45gqKqT06uWApqYybdtas2vXK5ydtTA0NJdlolbV48cfWLRITAxZt84LY2PxWrhyJZb585/QpIk+06Y1onNn8ZosK6tk4cJXbNv2DmVlBQ4dakv//tUAu7S0kqVLgzh3LpGCggqGDbNm715P2fc/alR96tVTp0MHYw4ciGPz5giUlSWMG1ef335zRUFBwpEjHxgzJhBFRQk7djTmxx+rjTNbtsSwYkUkCgpw9qwbPXrUPQ05Y0Ykt27lMGZMPaZNq5vh/euvRFRUYPRoC1xcqoF4UFABL1/moaurJNcsRhAEDhxIIja2RK7r498rMDCfgICCWo2YRUVSHB01sLSsZnFUVAQUFCpkzU1qKy0tJQYNMiIqqoR374pwddVCT08ZDQ0F7tzJ5cKFDEaNqmnq/Ht5e+szaJAZL1/msHlzDNu2ycc5KipK2LatIT/+GMLZs0mMHl0POzvxd7h9exNu304jPDyPBw9Sad/elH796tG/fz1SU0tYv/4dGzc2Y8ECZ86f/8DWreFMmmSPo2PtD+29e1tjZqaOlpYIqrOzS3j6NImOHatnLpYt8yM3t4yePW0YMcKp1vX8b6iOHbuhq6tDeHgUzZu70qNHPXx9U7l0KYGOHS3o1s2akydjePo0FSUlCYcP+9QKsGfPfsHr15lfBbCrGOwTJ9rRrl11/vn8+U2IiMhjwwZPXr5MZ+vWYIyMVJkxo1GNFJF5817KTI61Aezz5+NYtuy1zOT4KcCuYrCrAHa/fnfJzi5j6FAR/EVHFxAdnY+bm/g7qJKICAL8/LM7339fDUTDw0WTo0Qi0K+fNTt3en0CsEWTY4cOFjKAffBgJAsXvsTVVZ+hQ23riOl7QEWFFAsLDS5erCkRqTI5BgfnyDHYn5oc3dz0WbKkqQxgb9wYRFFRJf37W+PiokevXnfw80uXzT62bGlUq0SkisFu1cqIBQuayiQikyY9JTa2QJYi8uJFOufPi7hEUVFCZaVAly4WaGkpExJSLRHp0sWiBsD+6Sc/QkJy0NZW5vBhH9q1q74fWFnV4/btR7x8GUD79q2ZPHmG7L21a8XnwMCBjtja6tW43v5pKSkpsHVrVzw8LLh4MYxTp8K4dSsGNTVdSkpEwubBg1TmzHnN9u1fxhSGhmpcudKV9esDOXYsjiVLIrh8OYOjRz1lRnsLCw0ePvRh6tRA9u+P+8Ia/70lEb7QEez/LyWRSITsbPkeN4IgEBmZw/nz+Wzd+orKyoZUVICdnTrR0cW4uekyaJAZjRppk5NTycuXecTFFRMfX0zz5hISEtJo0ECTixf/oF8/DwYN+gYNDUU0NRUpKqrkl19C8PdPp2lTY9atc6Flyw6Ehb3HzMxCbh8SE4t5/jydp0/TefIknYCAbJo3V8Xf/1OdriF+ftXNaDw9zXn5Mpnx45swdKgLXbpU5z3u37+LCROm0r17J/buPciHD7EMHz6N9PS2qKubYWurha6uMjo6SigqKqKrq4yFhRYuLnp07GjB8OHf8913Ixg0aBRduhzj8WMxCaFrVzv27ev1RfYawN8/md69z5GcXMiIEQ357bcu6OnVPb2TnFzI8ePRHDgQTlBQNjY2pTg6GiOVmrB0qQtNmuhz7lwKt29ncPJkiuymZGurzsCBhvTta46XlyGKihIyM8t4+TKX0NA8bt9Ox88vh+zsclq10sPXN6fqm0dRsVIu9m/kSGv27XOrVQqSnV3Gs2eZvHmTy7176bx+La4TwNxcjeRkcX5TU1ORYcMsMDBQoU0bI7y9jTAyEgcKsbEFHDoUw6FD0cTGFqCrKyUrq5SGDfX49tsG9OhhSbNmRjK2PT+/jCtXEjh3LpZr1xJQUIDS0kLKy6W4uRkzeLA9/fvb4eQkMrIfPhSwY8cbdu8Oxt1dn3v3YgExI3vBgpbMmiVG+EmlAhUV0s8m2EilAo6OO4iKyubSpWH07l0NUMLDs2jX7jiOjsZ4elqweXMbYmNjCQ7OYsgQf4qLK1iyxI3Vq1t+PLdFDBp0h2fP0ujc2ZLZsxvTrVu13CE4OIfvvvPjzZscHBy0mDjRjjlzarq9BUFgxYp3rFolpn5u2NCYuXMdkEgkHD+eyHffvUYqhTVrnFi8uHoQsWdPHAsWRJCZWc6BA66MHl13dNulSxn07RuMhoYCwcGe2NrWzny+epWHp+cLLC1VefHCE3Pz6mt77dpYrl/PxM1Ni19/rf7eAgPzad7cDzMzFRIT29YpsRow4A3nz6dz9Ghjvv1WHvi2a/eKR49yuH/fTcbEr1sXxeLF4cyfb8fPP9cNJAcPDuHMmXT27nVi3DhzYmNjuXQpgxkzCujaVZ8bN74uZzQ2toimTZ+Sl1fBo0ctadu25ozAyJGvOXIkke7dTbh6tYXsXG7dGsbs2YE0aaLL69ffoKiogL9/Fh4et1FVVSA8vMdHNvsle/ZEM368LXv21J008mmNH3+XfftC2b27A5MmNeb3398ydepDune3ZvfujlhZ/fd2c/yv1h9/bGPv3v3cunUaBQUFIiNzCArKplEjA4yMVFm0yJ/Cwhx69rRk2DD5c/Upg92pkzmbNnnWCbBXrHjN0aMxFBVVcOxYOxmD/fc6fDiS6dNFpvfvoDY0NIc+fe5QWFjOwIE2bN7cok4G29xcnTFj7JkzR4wD3bjxLbdvJ/H6dRZ//OGFs7Muc+a85OXLDLp1q1drTN+pU9EsXvyajIxSli5tWqdEpF07M44dq9ZgT578FC0tZVq3NpXF9FVJRAC5+MCq+lQiYm6uzsWLnXFwqDumr0cPSzZt8pQB7CVLXnPjRiLe3iZs29YIdXVF4uKQMdg//ujM0aPRZGfLtxXX1VUmNnZIjfO1cOEr/vwzXMZgVwHsKgbb2VmXgwfbyhrN2NpqMWmSE/b2OmzeHMzatW6oqioyfPgDdHRUqFdPg0OHfGoA7MOHRQb71CmRJf+0Ll++ybhxP1FRUUFycqIMwxw/HsLChfdxdDTm1Km+cs/4Q4fe8uhRPC4uxri6GuPqaoKWljKXLkXw+nUKjx7Fo6ysSGFhGTY2evTt60jr1pY4OlaTC+nphRw/Hsrhw0G8eiXh78rgOXMc2bTJk6+thw/TGT78JcnJYhO7ffvc6NtXHo+9fZtLs2b6CILwH4kb+T/FZFeVIAgkJaXw5k0ob94EExgYjJLSCzZt2oypaV/On08mLa2M169zef06FxsbdbS0lBgwwJzx4+1p2lQ0RWZmpnH+/CliY3PZt28l8+Z9g4FB9Y9xzZpmdOlyh/v3S2jcOAJd3fUMHnyRpUv70batMerqSkgkEiwtNRg8uD6DB4ua1/z8coKDM3j3Lpvw8GwiInIxM1NGRaUCTU1ltLRU8PGxZvHi1nTt2kAubzovL4clS1Zw4cJBbt16QJMmzcjJ8UEq7U1FBTRurMOcOa60bm0s0+RWVWxsATt2BHLvnh6ZmRWMHLlBBmZXrvRh8eLWX2xtmpiYz4gRV3n4MB6A9u2t6gTY5eWVXLsWx969oVy7FouHhyVBQdkYGKjSt68prVubU1RkyLZtCVy7FiBrNNOwoSbNm+swbpwlbdroExxcxPPnuZw69Y7r19OJjBQb1Pj46PLokRh3ZmGhhpOTFv36mePuroubmy5TpwZy4oQYebhsmTMrVjT8xGBUyoMHmQQH53L+fKJM162sLEEQRLOZsbEq7u56tGsnmraaNdPFzk5TDjylp5fyxx/RHDsWT3R0FklJxR/3R52pUxvQs6clTZpU6y6Liiq4ejWeEyeiefw4hdzcMll3MA8PI0aNcqNHj/o0aFCtVQ0OzuLIkXC2bPGnokL8rJKSMtu3d6JDB2saNaoG7hkZRVy/HsOVK5EYGioRFZX9US6ixfjxbrLIv/fvM0hOzqdePW169Kg2OCUl5fPNN6dISSmkWTMTNmzw/rgPGezdG0JxcQXjxzuzapUIjB49SmLYsPskJxdjaanJ+vXueHgYfzz/UjZvDmb//jgiIopo0ECLgwdb4uVVk2XOyyvnxx/9uX49HQUF2LmzGZMni+z6r79GM2NGCB06GNKxo1ENgD1x4lvs7DRYu7bRZwF2Tk45GzfG4Oioxg8/WNYJsAFWrRIjzIYPN5MD2FKpwK5dyXz4UMqmTfJs9c2b6bi7q9Oli/FnPQzJyaU0aqRJo0Y1jUNZWeLAztCw+mGjo6OIoaEyFRWfJ0RatdLhzJl0nj/PZdw4EVi1a6dHx44KJCQUER9fgrX1l00/NjYazJxpw8qVkUydGoq/v1eNpi6bNzfiypU0rl9P5dKlFPr2Fbc3ZUoDtm8P5+3bXPbvj2HChAa4uxswfLg1x4/Hs3nze3791Z1585y5cCGBuLhskpOLMDevmSX+9woJSaVDBzOaNTMiMDCdWbOeADB6dMP/9QAbYOLEH9m//xCHD5+hT5/+2NvrYW+vB4CfXyqVlVK0tJRqAKD8/HLGj38ik4h8DmBXMdhOTjqsX9+6ToB95Egkv/4q5hWvWtW8VoCdmSky2LUB7AsX4mQSke++ayAD2FUMtrKyhL1722Bnp0W/fncpL69k5MgGbN7sWQNgVzHYovnahenTq2dPwsNzGTr0PsbGajRsqCcHsKsY7EmTrFm/3kMGsKviB+sC2DNn+vH6dWadMX3PnqXSu/cdpFKws9OWA9hVDPaIEXZs2OBJdnYmoaHZjBv3RhbTt2xZM/z8Mnj5Ur6x1KfNYarO16xZL3j8OBUzM3V27fKWsctbtwbLJCIHD7blxYsMWSfHCRMcZXKTzp0t5EyOvXrJm1JFX81rLl2KR129Woby97K2tkRdXZU+ffrJAHZCQh4//HCDnJwSFi3yrvGMX7/+Ge/fZ9ZY16elpqZESUkFb96k8fhxPFlZJbRqVY9Ro1wZOtQFY2NNpk/3pHnz+vj43K6x/ObN4Vy6lMyePa1o08b4i7Pr7doZ8+ZNJ0aPfkVkZCFDhgQwdGgq27c3Ql9fBYlEQtOmep9dx7+7/s8x2cXFJQwePJ6wsEiaNm1M8+ZNcXNzw9OzFba2Dp/IKyq5eTOdW7fSOHo0UaafBvDwUKZZMz0qK19w5coWZs78Di8vT5o1q5kWkJtbQZ8+4QQHFyOVgqZmIYWFmqipKdKxowk9e5ozdKh1ra2E66rLl8PYt+8N+vrqWFhok5VVTMuW5tjZ6XPmzEYiItLp0mUs587F8vx5GlWzyC1aGHHqVIdau0AWFVVgb3+B4uKaU85Dh7pw4kT/Ovfn6dMPnDz5nlu3YgkLy5J7r6RkFqqq8mO1wsJydu16w9OnKZw/L7LzSkoKDBnihKmpJsXFSoSGRhEfX0RsrCYNG5rz/n0h7dsbMHy4Oba2mjx9msvbt0Vcv55FcbEILH18NHj0KBM1NYWPDUwMcHHRwstLH0tLtRo/wAcP0pk48TXz5jnSu7cFjx9nERycz9mzSYSEiPo4AwNlsrKKUFFRoEULfdq0MaRVKwPc3fWoV692w2pubjkXLiRx+3YaJ058kLHlnTvrY2KiwujRdnTqZCobsAiCgJ9fOvv3R3LhQjRpaSIrLpHA8OEN8PQ0ZsAAGzlnNIg3+59/fsPly/GoqiqgoyOlTRtzFixwp0WL6htlZaWUU6ciuXIlnBMn3iGVivvToIEaUVHVshlf3/G0bGn58f8/0L37ERwdDfH1nYBEIqGwsIwpU25w+PA7Wra04O7doWhqqnD+fAQLFlykrEzK0KHerFnj/bF5xgvWr/fHy6seCgrKnD7dEVNTESz5+aUzceIzgoKycXXVx8vLgi1bmsmm/j+t16+zGDLkOVFRBXh5GbJwYSN69zZHEASWLw9j9WpxhmrTpobMmVMNbA8dimfMmDcIAmzd6sLMmZ/v7jVuXAj79yfTtq0e9+7VPqMBEBycz4wZ4bx/X0RAQEtMTKp/T48f5+DjE0j9+qrExLSSuz46dPDjwYMszpxpzsCBtUszpFIBDY37lJZKyc9vL+v2WFVNm/qSkFDCixee2NuLIPzAgSTGjg1l1ChzDh5sVNtqP36PefzwQxh5eRWEhLQiLk6cFl20KJ/jx1NZsMCG9evrlrF8WsXFlbRv74tEIjB4sDmzZ9f8bvfti+PXXyNJTy/l/fsusjSSkyfjWbdO1OXfuNEObW1loqLyGTvWl6dP0wkI6E6TJvoMGHCH8+djWbnSjWXL6u4CCRAWloWz8wF0dVV5/340w4ZdIyamkK5d6/Pnnx2/6pj+N9T16w/o1+8yDg5u3LvnKWvM5OeXyu7dYZiaVjB1aiMsLUUZUhWDnZZWjLq6EkeO+NQJsJcvD+C3396hpqb4VQy2np4KCxe6MmmSPMDu2/cO9vY6aGoq1WlynD37Baam6vTvX19mcvzjj3csWvQaBQWJjMGukojUxWCfPBnDlCnPEARqMNjh4bn07i0y2F26WHDgQFsZwN6w4S3Pn6czerR9rQz21q2ejB0rL5n7lMFu21ZkvqsAdmZmCVevfuD06RiePKn28ISE9JeZHPv1u0tiYhHe3iacOiVqsK9ff8fKlYEYGBhiY6PNjh01TY5V5evbCycnXdn5+tTkWNXJsaqKiyv46Sc/Zs9uzLNnaaxZ8wYdHWUmTHCs0Sp9+fIA7t1LpksXizoZ7EaN9Fi3zl1uG3+vgoJCXFxaExcXi7a2AePGXebw4WB69bLn0qUhNZ6FEyZcYe/eN7Wua8SIxkyY0BQnJ0M+fMjn7ds0njxJ4MyZ9xQUlKGvr05ZmTrdutVn1Chn7O0NGDjwMYWFFairK1JRISU+vpCKalhGy5aGLF/elK5dzb7YvE8qFdi7N57p04MpKZFiYaHGX381oUcP8XclkUj+Y0z2/ymQnZkZxrhxM1BWVub48XOyBjRfqrIyKffvZ3D+fAqBgbn4+cV/8q6UDh3KaNXKiO7dLeps352XV8mGDdd59iwDJSUfXr0SwY2NjSZJSRX07WvOlCl2tG9v9MXRWGxsNjNm3CY5uQB1dWUePYqnfn1N4uJykUgKEYSaDJiBgQphYQNqsNdVJQgC3brd5cUL+ZFn58423L49os59ycsrRU9vO3+/TLS1VcjKmia3vYKCUnbtCmLTplekpRVhaqqBRKKMvr4GaWnlZGaK02f29ubEx+eiqamEl5cZHTrUQyJRJCSkkEuXMsjMFNm8Vq308fXNx8FBHS8vHdq21cHVVQM3N93PGiKkUoH37wvx9c0lMrKQs2dTCA8XUzuq2qirqyvQurUBHToY4eOjj4eHfo2HyadVUFDBjRspHDmSwPXrqZSVSWnXzpAnT7L45hsThg+3om9fc3R0qkFkYWEFJ05Es2PHO968Ea+Hli0NAIFhwxoweLAt9erJn0tBELh/P4VVqwJJTi4gPFzszjZkiC3FxaXcu5dERMS36OurIpUKnD0byYoVLwgNzcLb24iXLxNp396aXr0a0LixASUlFSQl5ZOUlM8PP3hiZKTxcd/K6NfvJBkZRQwe7MKCBa0ZMeIiJ06E0r17Aw4f7ouhoTpRUTk4Oe1HUVHKuHGN2LHjG169SuGHHx4SEJCBRAJLl3qyZEkLlJUVSE0tYsWKl5w+nUhmZhl2dtrs3u0l025/WsXFFWzY8J49e6JJTCymaVM9Tp3yxtFRm8LCCiZMeE1cXDF+fnns2dOUsWOrNd67dkWzcGEIZmaajB1rzbx5nwePN26k0717IKqqigQGtsTZue74qcmT37F7dyI//GDJzp3yBqWFC6N4+jSPzp31WbbMRu5Y9PXvUlYmJSOjEwYGNQe6paWVvH9fSLNmfpiaqpKSUjMJw8rqMR8+lBIX10bGOl+7lkHPnoF07WrIjRu1GwVBbJpjbv6I9PRygoJa4eAgXouvXxfj7f0KU1NlIiO9ax3o1FbXrqXSs+cLNDUVefeuA1ZW8sy/VCrg7f0AP79sfvrJnl9+afLxdSmtW9/D1zeTZcsasXKlCJymT3/Fjh1hdO9uwbVrHbh3L4lOna5hYaFBbOywz/6mly59wpo1fowc6UJKShG3b8fRrp0l1671R0Pj647nf7ouX45nwoRHpKWVoKJSzp07rXB1FQFzYmI+c+e+QldXie3bW6GiolyLybETtrY1u5FWMdgXL8ZjZqbO2rXudQLskyejmTy5qjtrc6ZNq2aNP2WwO3c259AhnxqRtJ+aHBcudGXePPmYvjZtTBg50h5nZ10GDLiLnZ0OhoaqtQLs48ejWbr0Nbq6yowY0aAGwF682J87d5JrSESGDXtAeXkl06e7sGSJmCJy8mQ0U6aIeu66GOxJk55y7dqHGgz20qWv+eOP93LSQoA9e7wZONCWyMg8+vS5g6WlJqqqCpw4UW1y/O67exQVSRk0yE6WInL0aCQHD0bx8mUGFhbqJCUV4+ysy/PnvWTna+FCf27dSiQlpVgmEamtDhyIkDHYf08k+ZTBHjvWnnXrPOQA9pIl4nFVMdifA9hV1bnzQDZv3si1awps2vSMHj0c2bevN6amNc3hu3a9ZsqU63Kv9e7txLlzA+okMAoLy7hwIZyHD5PYsydMhisaNzaie3cnpkxxxNa2elvp6SX89ls4O3eGo6ioQE6OAs7O2ixf7ky/fhZfBNvh4QWMHh1IbGwR+fkVdOlizLZtjbCx0fx/IPuflkQiEVq3boEgCNy58xB19X/NZS6VCgQGZnPzZhI3bybz6lUMhYViW+P+/a0YP74BrVub1rrssWNnefLkJceOnSElpZjr15N5/jyLffsSZD/g7t1N6dPHitGj68mSPv5elZVSgoPTiYzMoqionOzsEkJD0zh8+DEVFeqUlclfG0ZGqrx92++LGd0JCYU0b36eykrxoaSgICEsbDL29nUngpSVVeDqepDwcHlwvmlTeyZMaMrYsfcpKakgO7uU4OBMlJUryckpR1NTkcJCAZBgbW1AfHwhRkZqtGhhTI8eNjRvbsjx4xlcvZpJTIwosWjVSgdf3zxsbNTo3t2I7t0N8fLSxchIBCweHq8ICiqkbVtdunUzoFs3A5yc1Ll3L4dXrwrIzS0nK6uM06dTycsTGXtXV02CgnLQ1FTE21uPtm31ad/egBYt9GrtGvdpFRdXcu1aKidPJnHlSiqenjo8epSORALt2hkxcqQ1ffqYyzTZVZWTU8Zvv0V8TE3R4OHDZIyMVBk71oEJExxwdKwZW1YFrpcuDeDZM5FJad/eBHd3QxQVBbZvf0tpaSWKihJOn/4GW1tdtm9/y4EDYv6rtbU28+c357vvnNHQUCYzsxhT02ogmZ5ehLGx/JT8hQvvWbz4HlKplA4d6nPmTBjFxQIvXoylYcNqSceWLa8oKamkXz87Vq58xunTYbRoYUVqaimHD3ehbdt6FBdXsG3bW9avf01+fjkdOtSjRQsLli1rVsNcKggC588nMnt2ILGxhbRqZYibmz5btjRDTU2RqKgC+vf3JSgoDy0tJS5caEWnTtVxeBs2hLFgQQgAW7e6MnOmA5+rtLRSmjR5go2NBsOGWfDTT7W35QZxZqpevccUFlYSEtJKzvAolQpYWz8nMbEMPz83WrSoBjwPH2YzcOBb2rXT5ezZZrWuu0mTBwQFiTMomppKdOpkyKBB5owcWW2+tLV9wocPJURHt5aB2levchk2LJhGjbS4ePHzuurx40PZty+RdesasHChKLcRBIFx44K5ciWVZcvsmTbN5rPr+LQGDnzJuXMpjB9vyZ49NQF+QEAOHh738PDQZdcuN5o3F0mIJ0/Sadv2HpqaikRF9cTUVJ309BIaNLiIlZUae/e2omVLE7p0uUpFRTmLF7vTpUvt+dZZWcXY2/+FiYk6LVvW49Ch9xgbq/Pq1QisrWuCzv9tlZFRxk8/vSMwMJeQEDEzPCJiIUuXjmHECNF8LggCkyc/Q1VVgY0bPSgvh/HjnxARkUd5ufSrTY5Hj9bsCllVhw9HMnv2C1xdDejXz7oGwF6+PIA7d5Lo1Mm8Vgb7zJkY/vornBcvMpg/31XGYG/cGMT69W9rZbB79LBk377WNWY7PzU5rlzZvIZEpIrBHjmyAT//7IG6uiITJjzh3DmRAKuNwfb2NqF793r8+KO8WbeKwY6LK0BfX5V9+9rISUS++eZmDWlHkyb6PHzYQwawk5OL8fY24eTJ9mhpKfP0aSqrVwcSEJDFoEE2MoBd1clRIhFB8ZAhtmzeHEyPHlZ4e5vIMdj16olt2z81pX5a+/dHcPhwJAEBWaxd6ybHYIeGZtOnT7XJsTYG+/r1DxgYqLJpk+dXAWyAiRNnoaHRlkOHilBSUuDu3VH4+MjfL9PTi9iyJYAtWwKoqKgOAPjlly789NPX+SsAEhMLOHo0jIMH32NgoMeTJzlIJGJ854wZTnToYCojJAsLKzh2LJ4VK96TlCTOBPfqZcbIkTYMHGiOomLdeLmyUmDfvnhmzQqhoKASdXUFiot7/T9N9r9SI0YMZ/z4H1BR+apY7VpLQUGCm5sBbm4GLFzYmIcPH9O//37c3cdz+/YHNDQkdYLsj1MQAJiZqTN2rB1jx9qxfHkj/vorhr/+iiU7W8qUKSEsXRrOjz/WZ+rU+hgZqVBaWkpERCjv34cSHh5GVFQ0xsZGNG/uRs+eLalXL5K7d09z+PBxhg17TFxcdZ7ypElOX9UER1NTCSUlRZm85LvvGn8WYMfE5PLDDw8/ssASxKabYlv4MWMaExmZy4ULMbUsqUxhoYCKihI9e9anf387Wrc2w9ZWPrJs5cp4YmKK0dVVon17ffr0MeLAgUY4OmrUYPvLy6UkJpZRViZw924Od+/mMHdudI0te3lpkZdXiZWVKq1a6eLtrYu3d0OaN9f5YhwQiMD6+vU0Tp9OIiOjjDt3qm++qaml6Okpo66uyO3bbWqM1vPzyzlwIIYlS4LJyxPZeFVVPY4d82HAgPp1gvrHj9NYtCiQ9PRiwsJEzfrMmQ0xNVVn6dIA6tVTo7S0kmHD7FmyxJ0TJ6IZMuQ+FRVS2rSxYMQIR8aNc0FFRZGUlEL69r1IVlYJz58PR0NDmf37g/jxxztcuTKADh2qb5h9+zqhpqZESko+T5/G4eKiy+rVXeUANsDs2R48eBCPq+t+BAFUVRXp08eGadPcUVSU8Msv/pw8GY6fXzYgoVev+mza5IWzs/ysjyAI3L2bxKZNQTx8mE9pqZQmTXRZv74J7dubfNQ7R3LoUBxBQbk4Ompz/nwrXFzEB2JpaSUzZrzlxYssJBL4/fdq3XZdJQgCY8cGkZpahrOzFtOmfb5RydGjyTRtqoW1tZocwAbRDJmYWIalpSoeHvKAx9c3l8zMcszMvq7RQWFhBZcupeLvnysHssvKBCoqkLv+zcxUiYoqpqCg7nSRqhoxwpRbt1I5cOADCxbYyhpu9e1rwoEDH9iwIZpJk6y+OMCsqu3bG5OfX8a+fTH07m0qZyICaN5cj2XLHFmxIoSpU/158qQTCgoS2rQxZuJEGx4/TmLNmjfs2NEKY2M15s1zYOlSP9at8+fSpR60bWvMihUvcHbWqxNkr1nznOzsEnR0VDh0KJiuXe1YvLjV/3qALQgCJ08mM21aKBkZ5aipKfDXXx0ZN86W0FAbunTphqqqKoMG9ZY9O0pKKsnOLmfsWFGD3aiRHocPixKRgoJyuVkIqVRg7tyXBAZmfbVEBKgVYFcx2H9nRKvq7NlYvv/+OSDItVrfsOEtd+4ko6yswG+/tcLZWZdVqwJlEpH9+9vUwmBHsWdPhEwi8neAXWVy9PExZcwYe7ZvD+XYsSg+fBC9OJ6eRjKAPW3ac44cEZ8DPXpYftHkuG9f6xoa7K1bW9Cx4w3Ky6Wy14YMERnsn37yIy+vXE4i8mlM348/NmTFimYoKipw9mwsP/7o+/G4mslkOGvWuMvO1+rVgTKJyM6d3p9lsGfNeoGysoQtWzwZN65a+lLFYDs56aKpqfRZk+OePa2/GmBXVkpJSmrEy5fFNGpkzPffu8sB7KKicn755TUbNrykaVNTKisF7OwM+fAhmwMH+jB8eN1SttqqXj0t5s1zZ+5cN168yGDnzghOnozj0qUPZGcLzJkTwoIFTgwcKMbrTpxox8iR9dm7N5b168NITi5n6FB/nJw0WbjQgW+/rVfrM15RUcLEifXp0cOE2bNDOXcu+R/t53+1/k8x2f8dx5KTk4WlpRVv3z6lW7d76OiosH9/W6ysak43jxs3A0dHB37+eVut6yovl3L2bDKbN8fi7y8a7SwtX6GgcI7U1FDMzU2xt7fD3t4GW1trUlMzePs2lDt3FIC2bNlizrhxnYmIyKNTpxvk55ejrq5IcHB/WTOQukoQBHr2vIW/fwTGxnbo6qpy5crQOiN5LlyIYuxYcbovI6OEX39ty+zZd4mKyuHbbxty9GhvgoMzadHibK067/nzm7FggRt6erXvV0ZGBm/f5qOra0izZtqykWhlpUBUVAlv3hQRGVnCixd5vH9fTGRkCRUV5VQB/U9LIgEzMxWGDzehfXs93Ny0qFfv67s6FRZWcONGBs+eZbF7dyyFheLxWFiooqGhiJqaIjExeRQWigIxOztNbt9uI4suq6yUcvBgLIsWBZGTU4aOjjKurrosWuRCx44mdcqD3r3LY+nSQM6eFdNdDAxUWL68Ee3ambN4sT9Xr4qmTS8vY7Zt88TCQotVqwL46693SCTw448urFvnKXvw+vomMWDAZZKTCzE11eD27YGcOPFOloW9fLk3K1a0qbEfUqlAeXkFycn52NgYcOJEMIcOvaF1aytatbLCxcUIKKJ///O4uzdgxgx3srKKuXIlhl273pKZKTILI0Y0YsyYRnTubFlj/devJ7B2bSDPn4ssfe/etnTvXp+JE+1QUlLg3btcJk16xZMn4qBm/vyGLFxY3WHxw4ciBg3yw88vGyMjFf76qzn9+sk36aitfvklmt9/jyczs4I3b1rXkDx8WoIg0KSJL8HBhZw86cqQIfKD6UWLIrl8OZ1Bg0xZvlwe3I8aFczhwykcPOjCqFG1M4lr14azZEmY3Gvbtzdi+vTqddnYPCEuTmSyq4yZFRVSVFXvIQhQWvr57NiKCinW1g9ITi7l5k0n3Nx0MDIyQioVaNbsKfHxxWzZ4sT48V/fFfHXXyOZMeMt9eqpERraRU4SBWIzKWfn66SklLB3ryfjxonHExycTZMmF1FWViAyciBWVpqkpRVRv/4RSkoqef9+GEVFFbi5ncDCQpOEhLE1pn+fPElg5szb+PtnIAh8nMnpS//+NSMq/zdVUlIpkye/IyOjjOfPM+nY0ZDduxvJdPYAAQF+dOvWi82bV9CzZ5ePzG4xEgmcOJEqF9P34UMhvXvfYcwYe2bMaCTHYGtri9rpusDU4cORH+MB02qRiGQzePB9kpKK62Swr1xJYPTox7KYvr93clRQkLB3b2vs7LRlDPaECY6sXetWA2CfOBHNDz88R1FRwurVbnLyhyoG295eHMDm51cQFCQfxaqiokBwcD/u3Enm55/fEh8vkk0rVjRjxgx5kFdYWMHYsY+JiysgP7+8VpNjdnYp06f7ceVKAkpKEpm5+PLlTkya9Izk5GIGDarPtm3VjWYmT37Ghw9FfPutHStXNkRRUYEbNzL44YfntG5tQqdOFnXG9B0/HkXTpoYsXty0ToD9qaTn7wz2pxIRkcFuKwtGqLom/P0ziYzMk3WL/JqKiytg6tQXPH2aDgj8/nt3Jk92QyKRUF5eyaFDoSxf/pzERLHPQ48etqxb14bGjQ3Jzy/7bLLYP6m0tBJ2745gz54PxMeLM9xiV18nhg+vJ5sVLSmp4ODBD/z8cySxseJvxt1dl8GDLZg40Rp9/bqJ1piYIuzs/p9c5B/XfxfIvnDhJJs3b+XKlaNMnPiUxMRC+vWzljOLFBUVc/z4Of788xCvXweiqfl5p3tubjbt2k0lNrYjubkm2NjAkyd2aGqKF2pBQTlRUflEROSybVsoISE5smWzs0X99K1biYwZ85hp01xYuLBmO+xPSyqVsmrVY7ZvL0JDQ8Lbt9/RoIFerZ8tLa1k2TJfNm58DUCfPrbs29cJQ0N1YmNz2bz5Bba2Rhw7Fsvr15lABZ8CXxcXfZ486Y++/udBf2xsLHl5FWRnmxAUVMTbt0UUFkq5cCGboiKRUVBWhsrKCqRSEUjr6Iimw6oyNFRi1y5HBg0SpQRFRZW8f19EUFAhb98W8PZtIWpqCly+7Fpj+3l5Fdy+ncnx44lcu5ZOcbEUMzNlUlOLadJEBwsLVQIDc0lOFnXkPj66mJqqMmmSLR07VqdHBATksGHDO06eFKcxPT316d+/PgsX1h21VlZWyc8/v2fNmlBatdIjMDCL2bMb8tNPzly8mMjUqa9p3lyL0NAsNm3yYPRoe6Ki8unS5R7x8YX4+OixZo27nEv89etMZsx4RkBALO7uJpw40ZMrVxI4fjyIR4/i+O23zkyeXLee99MaP/4i+/YFAtCypRV+fsk0bKiImZkGcXGKREfnAODtbc2zZ+m0bGnG4sUt6dnTTg4kxcXlcfDge/bvf4eZmSa+vjkYGqoye7YrU6e6oKOjQnR0PuvXhxAcnIuvbw6mpmr89psbAwdayti9I0cS2Ls3locPM7C2Vufs2VZ4eNTujfi0bt1Ko3t3v49dHT3p1q32DoxV9ehRNu3avcLERJWEhDYyU1pVOTs/IyysiHv33OjQoXoGSBAELCweU14u8OyZB46Oteu9IyMLcXC4J/t3+/aG3L3rJfedtWrlR1JSGXfuuMmtx8fnJRUVUk6caIK19eelcAsXhvHHH/FMnqzC5Mn1sbGxAeD69TSGDfNHTU2ByMhOaGt/3URmZaWAl9cDUlJKGDnSirVraxrAjx2LY+3aIPT1Fbh6tbPMfD1s2ANOnYplzZqmLFokXn9jxtwhNDSDsWOdmTy5KVu3BtClizWuroZyA9KIiCxattxPdnYJ5uZa5ORUcuBAD4YMca6x/f8tJQgCBw8mM3NmODk5FejqKrFjhwPffWdR62Db1/cxffr0Z+/ebbRt24qJE28QEJBJvXombNvWSg5gx8YW0Ly5AVevdmHr1hA2bw7+Rwz21q0t/tYqPeej1lgDc3MN9u9vW2dMn5eXMW3amMoAdlJSEa1aXaGwsIJdu7w+arDvkZFRWqfJ8dy5WCZMeIogwJIlTZk9u3aTY7t2Zqxe3Zx27a7X8AI5O+sSFZUvxzobGakSETFI7nOfMtgODjocO+aDvb28TK8qpi8yMg9vbxPmz2/C3LkvsbLSJD6+kDdvsmplsE1M1OjY0YKNGz1ITk7nzp1EZs16V6t5E0QSZvbslzIG+2s02N7eJvTsaVkDYC9Z4s+zZ+m0b29WJ4Otp6fMoUM+tG37ZYBdVlbJrl1hbNgQhKGhhMTEAo4d68PQoa2QSgVOngxj2bJnREbm0KqVOeXlUjZubEvHjl8/SP9XqqSkkgMH4ti4MRwVFUXCwkrQ11dm4kRrfvjBhvr1ReljebmU48cTuXw5lTNnRIZaQ0ORCROsmDChPq6utc92/T/j479Q/10ge+7c6QhCBUuWzOLOnSR27QrD3z+P9esb8OrVGV68eE1UVCzOzg78/vtOWrasyRR+WunpKfTo0Y2GDR2ZMmUx3t6xgAItW6oxcqSEdesCSEoqqrGci4suoaG5MpAN4gX2OVYrMjKGEyfOc/TofTIzR1Jers2BA50ZPbphrZ9/+zaTkSPvoqgIISHprF/vzcyZYqe/4OBMfvstmMOHwzE2VicurgRdXRXatTPl0iVxus7V1YB79/pgZFQNAqRSgeTkEqKji4iOLuXt2wKCgwvIzPxAvXqaXLpUPSVvZ6dCdHQZlpYqNG2qQdOmGri6quHsrI6jozq3bmXRv7+oxfX01GbkSHMKCsp59iyP0NBCYmJK8PLS4dmzPNk6NTUVyMsTM4vT00u5fDmDc+fSuX07E11dRdLTxdFyixa6NG6sRVxcMffvZ9GmjRgPaGenwaRJ9Rk92lJOClBRIeXnn8NZufLdR9a8gjlzGnLiRApPn2Zz5ow7AwfWZDSjowvp1+8xQUGilm3iRFvWrWuCuroiU6e+5uDBWAAGD7Zk5043jI3VSUgoxNPzBqmpJbRqZcTVq+3lZi5SU4vx8LjMhw9FjBljw19/+ZCYWIiLy1mKisrZs8eL8eMbM3HiAzw9TRg1ypGDB0N5/jyJ779vgpeX/H4mJubx+HE8T5/Gk5JSxP378WhrF2JursXz50UoKyvg4mLEwIENad3amg4drGoAiJCQTFxdj8keks7O+nz/fVMmTHBGQ0OJZ89S2LUrmhMn4qisFFBRUWDOHBdmz3aWHVtQUC4//BDIkyeZaGoqMnhwPTZtcq2hga+tQkLyaN36Kbm5FSxd6sCqVV8GZoMGvSY0tJDx4y2ZPdtW7r2goHzc3PzQ1VUmJaWtnFQoPr6E+vWfoK+vRGZmu88amw0Nb5KVVYaysoSwsI7Y2srr5Bs2fMT794WEhLTBxaV6sO7h8RR//zx8fb1o2VLvs8cRHV2Iq+tDLC1zOXXKnaZNRdZXEARat37K8+fZLFniwOrVXw9Wg4NzadPmIbm5FTx40JZ27Yzl3hd1/Td59CiVOXMaybJt37zJoHv3i+Tnl5OcPA4tLRWuXo2iV6+z+PhY8vDht7VuLzw8k6FDzxEYKM58qKsrcf78ILp2/XyCzP9khYcXMWVKOOXlUh4/zqJnTyN273b+4qzajh2bePz4CX/+uYVdu/w4ezaBP//sKgPY8+e/4vr1DzRrZsCZMx1ZvTqQAwci8fExlbVKr61OnYrhhx+eU1kpfNbkWBeD/anJ8VMGu6pevswgPr4ABwcd+vW7S4MG2piaqrNvX02JSBWD7eVlQseO5jUA9vz5r3j6NA1vbxOZyXHlygC2bQv97HcnkUBY2EC5FtyFhRXMnfuC48dj6ozpy8oqoX//e7x9m12jVXqfPncQBAEPDyN27WpdQyLy7bfVJscDB15z82Yit27ls3hxkxoAu6qNeUREHgEBWV9tcvwcgz16tD0//yxvcly79g1bt4agrq74WQa7pKSSrKxSMjNL2bQpiPv3kykoEGdoVVWDuHJlOp07++Dnl8yuXW84cED8/h0c9Fi/vg39+zt80Wz476yKCilXrqTy88+R+PnlAODhoYeWlgoDB5oxYIApFhZqSKUCN26ksW1bNLdvZ+DjY8CjR1m0aKHHxInWDB1aT45U+E+C7P9Tmuz/jjI0NCQiQmxh2qmTOQcOhANFTJmiQefOrdm5czweHq2+aLQsLi7m99+3smXLDgYN6s3KlfM+ZjaW8+aNKn5+Jbx6lURlZU2A7e1twqVLnWpkWEdGRnHo0EmKi0soLi6hpKTqv6VkZmaTkZHJ4MF9adx4C2/elNO3ry6jRtV8sFZWSvn11yDmz/elvFyKvb0uz54Nxt3dhCdPktm27S3XrsXJZCH29jps3OhNnz7WqKoq0r37VRITi/jhBzf27o0nLq6IuLgiEhMrCAsroKREZB1atTLF11cEwDY25VhYCHh6atKkiQZNmmjg6qpOkyYaGBpWT0eXlEh586aIffvSefo0HyMjFbKyKnn5spiXL2No106Thw9zALGbo7a2IkOGGOPqqkmTJlro6CiydWsCly5l8v59ERkZxQiCeHN2dtZi3jxrMjPLCAsrZN++RNl6nJy0WbrUgY4djWrcVOLji5g1K4izZ8XP9+5tztChlgwc6E9aWhkWFmq1anPv3ElnwIBXuLqqYm+vxV9/edK+vQkZGaW0b/8YTU0FNDWV2LGjOWPGiHragoIKunR5SoMGujRqpMvFi+1q6DIXLnzNhw9FeHkZs2uXCADnzHlBUVEFQ4bYMX58Y4KDM9mz5x2nT0cxcqQjZ86Ec+dOPD162OLlJb+f9erpMGxYY4YNq35gvHnzntzcUoyMLHBwMCAwMBUNDWVcXGpPy3FxMaBpUyMaNjRg3LiGdOxoxaNHScyZ84yLF2NJSSnCw0OUe4webceiRY1wdNRBEAQePUplx45wIiOLCQwswMRElY0bGzNypPVX3eBjYwvp0eMpzZppoa+vyooVX+4EGBZWwLlzqSgrS/j225qg5dChRNTVpfz4Y70aWvznz7OpV0+FJk1qtkn/e2VliTMjNjYaNQA2iNcewN+bO5qbiwOL5OTSLx6LnZ0mHToYEhKSw9WraTKQLZFI2LzZhd69X/DwYRrR0VYyydOXqnFjXX76yZ6VK98zfvxr3rzphKZm9eNDQUGBrVs98fS8wq+/vmPOnMaYmqrTtKkRdna6PH2azKlTkYwb54KHhwgAAgLSkEqFGuf06NFgvv/+GsrKCqirK2FoqM7Fi4Nxc6sdTP5PV1FRBRs2JPDzz/GUlQmYmipz/Hhjhg41/eL1AODj04Gff95KVlY233xjRYcOljUY7IEDbdi0yYM1a97ITI6fA9hVDHaLFkb06mVVA2BXaYc/B7D/+kuUNtUGsEHURquqKsgkIkZGauzd27pOgC0I0KGDWZ0M9ogRdmzcKHaBffQomSNHouTW06yZAZGReTJQCNC2rWkNgD106H2eP0+jc2dz1q/3qFUiMmDAPdTVFeUAdkRELn373iU5uZjWrU3kAPakSc8wM1OnVSsTOZPj9u3vANHk+OnsNlRLRA4dikJNTYFTpzrUyS4fOBDBqVMxSCRiOsrfAfbo0Y9lEpG/A+yZM/04dCgKHx9TZs1qXCvAPnculpkzX8i8Qp+WRFJIvXq+7N49E0/Plkydepc//niDsrICTZsa8+OPzRg92qVGVv5/opSUFOjXz5x+/czx88tmx44Y4uJKefAgiwcPspg2LZRvvzXD0VGDLl2MuXatJWFhhRw9+oE3b/J48SKHFy9yOHYsEVNTVYYNq0e3bsZf3vC/8xj+o1v7b6709BSMjb9Og/S11apVK9au3cSNG/dIT89ER0eHhg1X8fy5JnfuNEFb24CDB+uOkCovL2fXru1s2LCVRo2cOH58N02bVuu1OnWq4M0bFUBCZaUpkAV82imqkHPn2tcA2Jcu3WDWrGVMmDCKhg0tUFdXR11dA3V1dTQ0NNDW1qVFi9Y8e5ZLhw6PUVdXZNmyFjVu+qmpxXz33SMKC0soL5cyebILmzd7ExiYQceOF7l/X+xK2b69BY0aGfDDD42wt9fF1zeD5cuDeP48nVevCqhfX5spU97KrdvWVoeSEinGxirY2WnQrp0uvXsb07ixFkZGmZiZqWJnV80YCoJAbGwpN2/m4utbwMuXBQQHF1NQUD016OmpSWZmAY6Oari6auLtrcWPP1rg4qKJg4M6CgoSfH3zuHw5g3Xr4njxIl/GpiorSxg1yhxvb10aN9bk4MFEli2LoLhYir6+Es7OmowZU48xYyypqBBqZaBevMimT5+X6OgoYmurwZ9/uiGVwjff+NGkiQ6urjocO+aGiYk823riRCKjRgVQXi5Qr54xt2+3RUNDmfj4Ir755glhYQXY2mrw7FlHmjSplkJMmxZIWFgBjRtrc+NG+xrxa0ePJnDsWBrt2llw/HgbVFUVCQrKISysFHd3Y375pRUABw6ID8zhw+1RUIAnTxI/nte624qDeBMvLi5HV1cNXV01bGzEG9S8efd48CAOCwstvvnGjj59nOjYsT66uuJxSyQSXr0aKnfdHjoUzv79YjdHa2sthg6tz8mTdtjYaBESks327SHs2xfL27c5ADRrps/06Q1YubIhenpfZ2ZOSCiiY8fHxMcXY2mpztGjbl8FzP/4Iw4QGD3aSq75DIjsz/79H8jPr6y1XfuVK2kkJhaycGHdqSVV1bChFu/eFTB1au2ftbZWRUFB4O+zcq6umuTmlpCd/WWQDTBtmi0rV34gICCb0tJKmdHR29uAAQNM2LMnlsmTA7h5s/VXAUGARYucuXkzFUXFChYvDmTbNvmWx+7uRqxb54aPjxmmptWkw+jRzoSEpBMTkwOIrLSlpTrffGNHeXmlLHni9etktm/349AhcbZq6FAXfvzRAwcH/VojxP6nSyoVOHYslUWLYrC0VKGsTGDsWDM2brSTJSJ9TTVu3Bwfn+9wdW1HkyaNMTAwID3dlJcvRW178+YGbN7swbVr8cTE5KOhociRI18nEakNYFcx2EOG2LB9e6vPMtirVzevkdZRVW/fZjF79gsqKoQ6JSInTkRz6FBkrRKRsLBcRo16JJOIVAFsMabvITY2WvTta42npxGrVgXi6WlEYKB8n4a+fatlCwUFZQwb9lBmcqwLYFd1crS3l2ewhw17iJ6eCnZ22pw8WdPkOG6cAxs3eqCoqMCpUzEsXOiPgQGMHNmgVoC9bt0bOYnI5wB2FYP9yy8tGDOmWtJTxWDr6qrQr5+1XGv7ykqpDMSrqyvKAWxBEPD3F3tKSKVislhtAFtFBV69Gk3jxhs4dy6c4cOvcv16LEpKCsya5c6SJS3R1PznQRKCIBATk09ISC7h4bmEh+eRnV3Gu3clFBVVUFRUSVFRJZ6exkRHF2JiooqJiSrNmumjrq6Ek5MWTk5a2NtryO5dLVvq07KlPjk55Vy+nMbZsyncuJFBZGQBx459YMWKcHR0lFi71pl16xqyZIkDZ88ms2dPPOHhhdy/n8mJE0no6v5nYe//KZD95587Wbx49b91nW3bdubu3ZsYGRljbm4lY6zPnctk7NgIoqKK6dr1IRcvtpYbUVfV1KkTef06gH37ttOihahJLC8v586dRxw4cILHj31RVNxLZaU2oAjYAOGy5dXUrlFSMhxVVRFcVVZWsm7ddk6dusjly+fx8mpX576L+sA4NDUVmT/fESsreebswYNkhg9/REpKMcbGaly71pOWLU2ZMsWXxMQ87t9PQldXhRkzXJkxowkJCUX8+WcER49GY2OjzatXuZ9sS0r//ubY2GhSv74G9etrYGeniY2NRg2jFIhsY05OOTdu5PDiRQEvXhQSG1tCSEiJ3OcaNVJHEKBFC01atNDCw0ODRo000ND4NJ+7kps3s9myJZErV9JJS6u+mXh56VC/vhr9+hnRrZsBkZFFrFsXw4wZYWhpCRQXS+na1YgZM2z45htD8vIqmTfvPUeOJBEQ0Bpn5+qH+8WLKQwb5k9JiZRGjYw4edINP78cBgx4RVmZFFdXbXbtalojTuj8+RQOHvxAebnATz/ZsmVLIxQUJGRklLJgQSgREQU0aaLLjRvemJtXg5M7d9K4cSMVdXVFDh/2ZMqUICZPrk+bNmJb2uLiShYvDqG0VGDsWCdZ17z9+2MICspn8uQGWFiITGVQEHh62jB0qAOpqaU4OdmioSFgYlJ9TSxZ4sfZs9E8etQPY2N13r/PZOzY6zg5GbBiRfWDVhAEGjTQ4927DJKSCrh2LZIDB0JRVlakfXtrevduQJcutjg5yeumR492wspKk379bGnWzIiEhEJ+/PEZT56kkp1dip6eCgUFSpiYqPH99/ZMnuyAhcWXOwFW1ZMn6cyZE0hiYjEtWuhz7VrrGvGBtZWfXza//hqNs7MWCxfa1nj/2LFENDQUsLLSxtNTXtdZXi7l6lUx4rNLl5oA/O9V1d2za9fa9eGxsbmEhuajoCAPslVVxRQaH58va9Gr9mXzZnj1Kpv9++PkUljWrnXh3DmxmdKhQ/GMHv3lwQGIprOdO5vQosVNnj1LY8AAK3x85M2htTGeLVqYkJOTz5kzoaxe7c3u3a/58CGPqKgsBAFOnw5h+3Y/nj4VDcDt2tny7beNmTix+VcPAP6TJabkZDN/fjSvX4tGMHt7dR4+bIaPj94/Xt/WrYmcONGTJUu+IzMzkDt3UoiIqL4PfvgQQ0JCNNevJ5GXV8Lu3d51AuxDhyL588/3aGgosWCBaw2APW2ar0wiUhvAvnAhjjlzXsokIp8D2FUM9nffNWDLlpqdHD9lsDds8GDSpOoZpapW6ZqaSvToYclff7X+CLCTGTbsISUllbRsaczGjZ4oKEgoKZGycmUAdnba9OplyfHj0RQVVdK7twiyCwsrGDbsIUCdEpHs7FLmzXspk4hcvCgvEUlOFs2fBw/6yAD2mjXVnRyrAHZVTJ+jow7Dh1szcKD8PePTmL7PscsAx45FsXix6H9au9ZNDmCHhFRLRNzcDOUAdtU2IiLyUFcXdfmWlhr88ksIKSlFvH6dyatXmbRqZYyvbzp2dtpIJMhp3C0tdQgP/5GMjGL69TvPpUuR6Oqq8s039dm82QdX169nfEtLK3n1Kp2HD9N49iwNX990nJ11PhopxVJQkCCVymOkpKRiYmKKiIkRZ/Bzcyt59ChH9n79+uooKkpwctLC0VETR0fxv61b6zFsmDmlpWKPk5s307lzJ52wsEKMjcVBgYaGEiNHWjFypBUxMUWcOpXEiROJvH2bx3+y/k+B7P37j7BgwQpZV8d/RykqKtKiResarw8YYEiTJhoMGvSU588zadfuPnfutMfCohokbdv2Mw8fPsba2or+/UdTXl5BRUUFgiDg7t4EHR0dHB0bkJ2dTXx8lf5SCw0Nc4qKktHXz0JbO5eTJy8wfvy3FBQUMmHCLIqLi/Hz88XC4vMs5LVrKRw4EI+9vSazZ8tnCZ88+YE9eyJISSmmXTtTjh1rx6tXGTRqdIGUlOKPzLcHM2c2ISQkl7lzA9i3rzoZwdRUnXnzXGjb1phWrYwwMqpbd1hWJiUqqpiIiCL8/QsIDCwgOTkedXUlHj2SZyYaNlSjQQM1WrXSwstLCw8PTXR0al6m2dkVXLyYxdmzGdy+nUNpqXj3aNxYBR0dJXr3NqRXL0PatNFFRUWBly/zmDkznP37RWZeVVWBSZOsGTnSXAakb97MYPToN6SmlqGiIuHly1zZe8eOfWDp0jA0NRUZOdKSnTtdefEih507YygrkzJ1qg07djSuAQoCAnL57ru3FBVVsnq1M4sX2yORSKiokDJs2Gvu3s2gVy8LDh92k2Nry8ulTJkSTH4+bNzoip9fDkePJhIYmMfbt+1QUJBw+nQiUqlA06a6fPedtWy506dFsDJ2rHjzz88XTZ5KShK8vEyJiSngzZt8HB3lDbqvXqXz/n0OV6/GMWaMM0pKCgQEpOLrm0T//kY0bSoCQ4lEwp49vRAEgaCgNB4/TuDUqXCePEnk9u1YMjOLmT79IUZG6rRpY0GHDlY0b26Cu7sJ7dpV678NDFS5dk3MkLe01MTHx4yRIx3p0MHsqyPmQGR01q9/x/LlIUilApMn27NunassmeRzVVEh5YcfghAE6NvXDFtbeflEfn4FS5a8Jy2tjD/+aFTj/F6+nEyDBipIJOp1Gh6rqrS0EkNDJVRUxMFnbVUlrfo7+LGwEH9fiYnFXzwmEOUbI0ZYs3LlO9ate8/o0fVlufwmJmr88osrBw/GMHOmP23aGNKgwdcxxW5uhixa1IjVq4NZvPg1N250RlPz89+zOPsiyAYYhobqmJhooK6ugJnZ5o/pNpXo6qoyfnxzZs5shaVlzSz5/+kSBIFbt7JZtSoWX988rKxUsbBQYe1aW0aONPtsVm9tJZUKzJsXxZYtH4B3rFmTVuMzuroS8vPV+PbbVXz40IsGDZRo06Z2M9ehQ5HMmCEy2Bs3ejBxYjWorWKwpVKBoUNt2batZZ0Mtr29NlOmODNvXk3DOIjenalTfWUxfbUB7DNnYpgz56WMwf4UYL9/n0PfvndlDHY1wE5h5swX6Our8M039Wrt5DhnTmN++KEhP/3UiIKCCoyN1WrE9F2+3JkGDepmsHv3tuLnnz1krdIXLfKXSUQ+BdhDhtynrEzKjz86s2JFcxQVFThxIlomtRkyxJaBA//uTRCYN6/a5Pg5gF3FYDdurM/w4bY1JCJjxz5GS0sZNzfDGibHKomIuroiR4605ciRKCIj83nzJgtlZQW8vU3Q11dBTU0RXV1lCgsTEAQ9ue3v3NmDDRv8uHkzFl/fJHR0VFi3zofJk5t9cfZPEASCg7O4dSuBO3c+8OhRMp6e5jx8WB15m5NTTteuFjg66uLoqIO9vTbGxhro6iqjoaH0kSgTyMwsJy2tlLS0UjIyynF3NyAsrID37wswNFTh5cscoqOLuP6x742qqgKlpVIUFSVYW6vj42OAIMCgQRZoaiqgrCzBzy8bQ0MVDA2V0dVVxtZWg/nz7Zk/356EhGKs/3t9m3L1fwpkKysrc/fuNb75pvd/ZHv29urcvNmGzp0fEBycy/z5IaxaVZ+HD89y7twF/Pz8uX79BAoKEiZMmIm2tjaHDx/B0tKGLVvWsm/fYa5ePcquXWVs2JCBklIlSkoCjo7mxMTcZs4cDzp2PMpPP83i6NEzFBYW0aVLe7Zt24Wq6pcj+9auFUHx5Ml2cozekSPxjB79CqkUlixpzrJljVm37h2+vqmkpBTTpo0Je/e2RllZke+/f8GpU/GAQNOmBrRpY8KYMfa4uxvWABxFRZW8e1dASEgBISH55OVJuXs3h+joYiorBVq10sPXV2R+zM2l6OpKadtWGw8PkaVu0UITW1vVOtmrwsJKLl3K5vjxTG7cyKW8XMDVVZym9fbWpk8fA/r21cfJqTpnOzy8iCVLYjh9Oh0PD000NRWZMsWSWbOsZTrX8nIp8+ZFcOxYCuXlAq1b6/PXX41p2FAEHqdPJzFyZABSKaxZ48SiRQ4kJBQzYMBL0tLKmDu3AcuWOZCZWS43TZyRUcbw4SITMnp0PRnABli1Kpy7dzMwNVVl166mNeQQ+/bFExlZiKOjJuPHW9GwocjSLFvmiIKChMpKgRUrIkhKquC335rLHvCPH2dRWKhE795WeHqKCRhv3uQiCNC4sTaqqopIP6pv/g4K+vSx4ebNBG7fTmDMGGfs7fVZuLAVK1Y85fr1BJmGuqokEglNmpiipaXOhAnNKSgo49q1aJ4/TyY6upiMjCIuXIgiLa2YGTMeIJGAk5MBHTtaYW9vgIeHCcePd8DT05j69bX+MWsZG5vP0aPRHD4cTWysOHhdsKAhq1Y1/qpMdEEQ+OmnEJSVJdSvr86SJTWb2qxZE05yciktWujRvbs8+yxOp78nMDCX339v9sXt+fvn8OJFJg0batfZXdTeXgsTE7Uajars7DRp395Idu6+prp0seD69Qzev1dg584I5sypntIeOdKaixc/kJ1dztChz3j6tNNXD2yWLGlMREQGFy6EsWDBM3bsqHs2DeD27Sjq1VNh+HBHDhwIZOfOF1RWlnPzpigjMDLSwN3dAolElZwcKfv2BWNnp0eTJma4uOjX2T3uv7M+fChhxYpoBg82pUMHfc6eTf/4J4IIAwMl5s+3ZvRoM7lZta+tigopEya8Iza2BGVlCaam5Xz4IP+ZXr0cuXx5OGVlZUyfnszu3eVERVWQkpKGnp6e3GcLCyvYtCkIgNWr3eQA9rt38ibH2gD2+fNxMolI//71PwOws+jX7x7KygoMG2bL9u0t62SwGzXSY8AAG7k4u7CwXMaMeYyGhlKtnRxLSiqZPNmJtWvdPwLsCA4dipIdVxUQ1ddXRV9f9aPJ8SXPn6fLGOy/A+ysrBIGD34gY7A/Bdi9e4sMtshUe6KpqcTz52lyJscqgH3sWBRr1rzBwkKDceMcmDWrMamp1U3aqtjl168z0dNT4cCBtnUC7EOHImUSkdoAdhWD3b9/fX7/3UsOYK9eHcjJkzGoqyuyb18bNm0KQUlJQmRkLsOH29K0qSFNmxrQtKk+UVGRDB26hi5dujN16mQWL37B7dvRuLvXY+zYm2RllVC/vjbDhjmzeXMH6tWrOxktKamQu3c/cOvWB27fTsDZWZ+HD5Nk7ysrw9Spznh7m+DlZYyNzdfd0/X0VOsc5JeUVBIdXUR4eAFhYYUkJBQTHJxPdHQhHz6UEBNThIaGAiEhBbJl2rY14PHjavLOxkadnJwKNDUV0dJSREvr/8lF/uWaMGEEa9aso1OnHv9WNvtzZWqqxoMHHRg7NpAjR0o4fvwgHTpcpV+/rmzfvgZ9fT0Arl8/wbp122nRohX79u1mx45d7Nq1GT09XdTUTqKqGkXXrorcvq1IYOBAmjbtxaJFowF4+tSP48f3o6ioyPDhY79qv27dykBBQZFGjXT4/vvq6azr11OYMkUEjCtXNmTJEmdmzQpg+/YIFBREBmT27EYcPZrA6dOxXL6cgLq6InPmNGTu3IZoa1eDweLiSp48yeL27XRu306nsBAiIqqNmz4+RkREFCGRgJ2dmBDi46NP8+ZaNGumhYODxhfZH0EQ8PUtZN++TE6ezMbRUQl//0IUFKBzZx1GjjSka1c9TE3lQWpBQQWbNyeweXMChYVS1NQU6NBBn2vXmsqmkwBSUkoZPDiIJ09yUFaWsHWrIz/8YCUbyd+5k8H69RFIpbB0qQOLFztSXFzBiBEBpKWV0bmzEevWOTN1aigXL6Zy8mQz2rUzRBAEJkx4h1SqQM+exuzeXc2C+vrmcvhwOi4u2uza5Uq9evKm2bIyKTdvZmFsrMLatc5cvpyFjo4GPXroMGiQ+cfzmEZMTBG2tpr07l19I796NZXs7EqcnfU+GWgU0qCBBu3bizITqRTMzHQxMJBnXr/5xgonJwuePq2eqp4/vyVnzyaxe3c+EyaoUu9v0dS3biUwZMgthg+3548/2vHddy6cPh1HTo5Az55OdOliQWZmMcXFFQQHZ/D+fRb6+mr8/rvoWldQkNC9e30MDLRxdzfC3d2IZs0M8fNL486dJHR0lNHRUUFDQ5GsrFJSU4tJTS0hK6uUK1eqb/DjxjkybJgdXbp8vSdjyZL37NwZ+3Gmo42ckQ9EHf2pU0k0aKDBr782rsHuHDkST2BgLhYWaowZ82XJxePHIkDz8aldViIIAg8f5lBaKkVfX54drl9fgwcPMv5R/nu9evUYM0aBHj0esWJFAcOGWWNpKTLoEomEvXs9ef06m4iIPH766SU7d7b8Kv26iooi8+c34cyZ9/z221v697ejY8e6Z9UuXQojMTGPP/54QXFxOcXFFRgaqtO2bX0ePYojI6OIly8TKSxU5P59cfsWFlokJUnQ1lbGy8uMtm3N6dDBEk9Poxqg7t9d9+5lMWxYEOnp5Vy7lolUqkBqajlNm2pibKzMnDlWTJli8dURiH+vkpJKhg8P5sKFdDQ0FLh+vSm2tk1o3/4ACQnVU9lDhohSDRUVFXbt2s/OnZUoKS1j2LDvOX16Lw4O1RKgc+diKS6uwN3dUNYoBkQGe9Cgu1hZadKsmUGdJselS19jbq7Od981qFXyA/ISkW7d6tUKsE+ejJFJRPr1q18DYFc1mvlUIvLgQTIrVwZSUlLJ6NH2nwDsSH76qfaGLCAf0/c5k2P//vc+Sg50OXeuYw2A7e1tIgPYT5+mMnjwPZo3N8TGRrtGJ0dBkG9Hb2padU+tloh8TUzf1q0hmJioMWOGSw2AvWiRv8zk+HeAXcVge3oaMWtWI7ZvD8XXVxxgXL/+Da6u8tGiK1duZvr0icyfvwyAMWMqCAnJJj6+mKysEnx8LFmzpi1t29b8/ebllfHwYSJ37iRw504CRkYaPHqUInvfwUGXUaMc6dLFis6dLTEz+3pp39eWmpoiLi7acklLVVVaWklcXDHx8cXExRWTkCD+qakpUlRUSWZmGZmZ5WhpKREbW0xOTk1N+n+i/k+B7NGjh3Ls2Dl27tzC9Onz/mPbNTRUZfv2pjx48Ir8fC88PNoyYoSh3GeUlZVZvnwOWlqabNnyC4qKirx9G0rDho7s3LkVP7+bNG3qwYULb+nfP43sbDsEQUAikaCoqMh330346v0REyfCCQgoYP16B9nILSAglwED/LGx0eLbby1YvNiZ1avfsX17BMrKChw/3op+/SyZNy+YLVsiUFKC776zZd26prLmO4Ig8Px5Nrt2xfLwYZYsMB6gRQsDXFy0aNRI/GvaVIedOzWxt1evk7mrq7KyKjh4MJ3Hj4s4f75a++3goM6YMUYMGmSAmVnthozbt7OYNCmc2NgSWrfWoWFDTZYvr4+lpTxAiY0tZsSId8TGFlOvniqnT7vi5aUnez8yspDBgwMoKalkyRIHVq4U2aGlSyNJTa2gVSt9Tp505/r1dP78MwEVFQkGBuI+nTiRysWL6WhrK3L3roeMJaysFPjxx/fExpayYEF92raVv04ATp9O5fz5LFxddRg40JyuXQMICipi0iQnGQi6cSMTV1cdRo6sJzdQ8fcXv6uePatZ17CwAqKiijA0FPdNIpGQklJWI8u8QQMdUlIqyc0tISWlGDMzddTUlOjQwZqgoHccPx6Dh4c8QNTXV6WkpJJdu0Lx9DRh7FhnOnWy5O7dRK5ejef9+xz27+/CqlXelKLkNDEAAQAASURBVJZWEBycSWhoJo0bp/DqVRpBQZnk55dz9Wokhw9HAuDjY8a7dzmkp1eDfS8vE1kjG4COHS1QU1OkXz9rRo5sQJcuFl/FXgNER+ezcOEbzp/PRlFRwqlT7jRpIi9POHEikREjXiOVwq+/NqZlS3ktdFBQNrNmvaBrVxOGDKlfg3murXx9U2nbVq9OPXZ+fgWlpVI0NRVraMltbTVRVVUgMbGEvLzyWn0OtVX37uYMHGjJ2bMJLFjgz6FDbWTXkJ6eCufOeTN27BN27XpPeXklf/7p/VVAu1kzY5Yu9WTLFn9WrnyIo2Mf1NQUCQlJx98/mezsYoKC0nj9OlkGxLKyivnuO1c6d7Zj6NDGPH0az9mz73ByMsTaWpfs7AoKC8tISiogI6OEe/cyiI7O49atBPz8Ulm69B0aGkq0aWNChw6meHub4Oam/29jpgRBYNGiSDZsiJNpV8U0F0UaN9Zi8mQLRo82/aruunVVVlY506dHcOFCOnp6Sly71kx2z3nwYIwMaKuoKNKnj3wqjqKiIoKwlp07Dend+zv8/e+gqSkCm+7d67FjxzvMzTUoLq5AXV1JzuTYpIkh+/e3+azJ8e/GxE/r7dsshg59QL16GrRsaVynyXH9+rcYG6sxaZJTDZPj/PmvapWIDB/+EEVFmD7dheXLRanCyZPRMonI8uXNawXYY8c+/mqTo5gi0kkOYNvaatVqciwullK/vpYcwP7jj/cIAixb1kxO5w7i83bp0tdcvZrw1TnYUFPSU8Vg5+eXMWpUAzZs8JQD2AsXvvrE5NiIgwcjSUoqwsJCbFpkZ1cNRIOCQpk7dxXl5eVMnfoTGRlFTJlymzNnxNnt/v0dmDKlOZ0715djmz98KODChSguXIhGEODeverplRYtVOje3ZpvvrGkSxcrXFz0/0c9E6qqih812p+XupWVSSkoqKCgoILCwkoKCipp8fXd3//L9X8KZCspKfHbbz/Tq9cIevbsS4MGX47u+neVra0aR4+6MGzYC3btSsLbuwlt2+rV+NzTp36MHPkdlpZWrFu3nlWrNuPj403TpqJTv08fV1q2fIlEArm5Fejpfd3D9NM6fjyZgIA86tVTZcYMkcXOzCxjwICXlJRI8fY2ZPFiJ+bNC2XLlmjatTNj8WInvLyM+Omnt/z2WxRKShJ27GgqM0xVVEg5dy6FDRsief1aBHKenroYGCjzzTfGdOliTOvW+l98ACUnl3LyZBpeXrq0bCl/UxQEAT+/AnbuTOX06SxKSwWaN9fE1FSJb7/VR01NgQYNVBk/vnYmsLRUyubNiSxZIk4vNmumxa+/2uPmVlPDGBtbTIcOb4iNLeGbb/Q4fNgFE5Nq0F5YWEG/fq/Jyamgb18TVq50QiKR8PRpNlu3xqCgIOHo0VYoKiqwf38SEgmsW+eEq6s22dnlHD0qjvi3bnXEyqoa3J8/n0ZAQD6WlqosWVKzJbggCGzbJmqqp0+3Ji6uhAcPslFVVWDECPHGnZpayq5dyUgkMGpUNQORklLKw4eFODrq4+VVDQpjY8WBUFVcW133RVH+ocfz5xmEhORhZiYy7MOG2XLoUBQxMYWygV9VeXqasGuXD+PG3ef8+Q+0aWPJjBlN6NvXhu+/f0hKSiWdOt3lzJm29Oljibu7Ke7upjg5mTJvngqWluq8fZvFo0cpnD6dQElJCZWVghzANjfX4PnzNPT0VLC01KRRIz2aNNFn0yZPmjQx/KKcQBDE9b16lcHZsx84dCiGigqBQYPqM2iQLX37yj8QpVKB33+PRSqF5csdmTZN3tgUE1NA1673ycwsQ10dxo79MosdEJDFhQsJaGsr0bFj7Vn6aWnF+Pioo69fk61WVJQwcqQZvr6pPHuWSrdulrWsofb65ZfmVFaWcPRoGAYGimzf7iU7h82bG7B1qye9et1h794I7Oy0WbTo882tqmrhQnfCwpK5dCmMZcvuER+fiUSizJ07MXh4mPPqldgcon9/Zzp2tOX7791xd6/W5HfqZEenTtW/gQ4dLvL+fQ6zZzdl8WJvtLSUSUoq5MmTZN6+zebChVRCQnK5dSuZx4/TKC5WRiKR4OysjZubHs2b61Ovnjo2NhrUr6+OqalqnQOGykqBzMwyIiOLOXUqlcuX04mLK6kRnQiwa5cjkybV3kzmn9T794X07h1MZGQxffuasGqVLU2aVAMjOzt9HjwYw7BhZ+jUyRZd3dpnLaZOncWhQ9cZN+4amzd3x8pKEyMj9Y9T6/mkphZjY6PNpUvxMonIgQO1NZqJ4ddf38lMjp8D2FUMdosWRvz11+dj+v6eyV3FYGdnl/Ltt3Zs2iSmiDx+XC0RGT3aXgawqzTY3t7G9OhhVWer9PT0ko+NZtrVCrCnTHlGfHyhXEzfpwy2ra02J060lwHsDRuCKC6Wz8GuYrDV1RVZv95drkMlyDPYDg467NnTpk6AffBgJLt2iSB37Vp5Sc+nJscuXSxqAOyZM/14+DCFevU02LzZU8ZgN26sz8GDbWQAOzs7hzVrfuHy5ZssXbqAyZNnEBdXwIgRF0hMLEBTU5k1a9ry449usvtmYWE5x46F8fx5Cvv3v5Ptk7u7Md7e5nTubEnnzla0bGkmd94zM0u4dSuBa9fiWbiwOS4u1Sx6VSUllXDlSir372dw5IibjBAqKank7dtc3rzJJSqqkKioQtTVFTl0yKPGOkDEHzExokny/ftC4uKKiY0tJiurnPv3W9a6TNV39+FDMUFB+YSFFcj+/pP1fwpkx8UV0LChA1OnjmP06FHcufMQNbV/T7vPr6nevQ2YMEGbX39VpV+/Vyxbls20aQNRUFD4uH8JvH0bytCh36GhoUWXLj158+YV+vrVF6eCgoTk5DLi40vIzv7nIDs/v4L582Np29aIiRMtUFdXRBAE5s0LR0dHGU9PVXbudGXz5mi2bIlGWVnCwoUNadJEl/btn+Hvn0OHDsYsX+4sazjx8GEG06YFY2SkwuvXuRgZqTBpkjUTJ1pjY/PlnN38/AquXMlkz55k7t/PQRBg8mQFTE2tsbGxoaxMyunTGWzblkx+fiVhYeVIJNC1qy7jxxtSWKjAypXJxMaWYWioyJAh+mhr/3/svXV0VMnWPvx0d9zdXUhCAoQAgXhwH2Bwh4EZGHQYHAa3wW1wd3cnQEiIE3d3d5e2/f1xkm6aDjNz7++9837rrnevlQV9Tp06derUqXpq72fvLTnJFxdzMX58BsLCGuHuroHRozWxcqUp/PxqIRCQhLa3rIyLpUszkZvbir59VXH3rpNUWJ+1a7Ohq6sIR0fg6tXuYLNZ4HKFOHaM0XKtXWuFPn00sG5dBh49qsLo0QZYscICALBvXwFevKjFxIkGmDdPDCp4PCFWrcqGqakS9uyxgrKytPbz8+d6yMtz0LevOqZPN8CBAwVQV5fHzJn6IgrBrVtlEAgIo0frQF9frI3+9KkWAAvm5koSk2FuLh+6uqqiLFksFgsslgKIpC0BPXvqIiSkCcnJzRg4kDnWt68OrKxYiInJR3JyAxwdJRe0OXPsERJSj3PnCiEUxuPFCw9ERjahSxcrdO3agvj4NEyY8AkPH3ph1CgTpKc3YPjwQMjIsPDqlTdcXfVw9mw2IiJq0aOHJn7/vTdkZYHIyEp8/lyBhgYunj7NR20tF7W1XGhpyeHOnXRs3BgOeXkOxo2zgoyMDHr00EJkZAU+fSqDigrjXKOpKYfPnyvR2MiYClVVVSAUMrG5f/vNSZTC+Uths1l4/twVd+8WY/58aQCdklKHqqo2+Pjo4dYtz78FvnbujAMA/PCDtSgb4tdSUtKCwMBCuLl17tWvqyuLxMQavHhR+LdAdm5uLgDAwsICy5Y54OXLPBw/ngxlZQ527XIVAdABAwzx7NlAbNkSi4UL/75iQlaWg+PHh8DERAk//uiMbdveg8ORx08/ucDFxRArVsijZ08DdOmiLRWC9Gupq2tDbS0XpaXNWL06FIcOxWHZMmcsWuSASZNsMGkSsHMnUFrago8fGbD9/HklEhPrkZLSgJSUBrx5U4XKyi8jCzEJvJSUOFBS4sDeXg3JyW2orua1KzBkUFv71+/u643lvyNPnlRi/vw0VFby4OysguPHJTffHcJm1+Hu3cGiLJ1fS0MDDxcuxOLzZ08QteHixXRs2dITeXlNKCoSQklJINqkrV3bDUZGSpg0yfIbGuxQyMuzsG2bM5Ytc+zsdoiPr8a2bbEiisi3APbRo8kiJ8cvAXZGhpgi4utrIALYAQGlmDbtI7p100TXrhoiJ8cvNb1/BrA7NNjfiiLSocH28dHHyZPuIoC9Zk0kKipaO83k2NwswPLlXbFpUw9wOGw8fJgrooisWtWtU4C9c2cQAgLyoaDAwf79ff5Sg62mJov9+/tg/nyxZj4xsQZjxryDnZ06VFRk/9TJ8dYtX7x/X4ywsAoYGSnhyhUvEcAODY3E3LnL8N13w5GUlAhdXQOkpVVhwIA7KC5uxODB5jh/fjjMzJj+KixswKFDsbh0KQW1tW1wdNSCkpIMhg0zx7hxVhg50kJqw9/UxMP162l4/74YDx5kQyjsCDigha5dtdqd4evw/HkxHj+uxOfPYiv0sGG6KClpw7t3lQgKqoa7uzr8/cXWyQ5La2MjH9HRTIzr8nIuXr2qQHp6E7hcQq9eaoiKkowO8qVlr6ysDRERdfj4sQpRUfWIjq6DujoHhYXS+Uf+KfmvAtk//xyOMWOMsWzZfERGxmLu3Om4fv3uP8bPBoCDB90QHl6P8HBg61ZVDBpUBEdHRtt4/fp9TJo0FkpKYvNGhwb7S+kAfHV1fKlzfyWbN+eiqIgLY2N5TJ/OALxr10pw8WIp1NU5iI7ujRcvKnH/fgXU1GRw5kx3uLpqoHfvT8jOboa1tTLOnnWBjY0yKirasHx5Em7dYmIq29go4ezZ7pg50+Qv6R8Ml7oOFy4U4/btMnTvrorQ0EbIybEwcqQ2vLwEaGkR4MiRYhw9WozcXCb+r7a2DLZtM8bMmTrIzW3DmjX5qK5mITeXC0dHBezebQQVFckFOz6+CcOGpaGkhAczMzkcP24LFxdlnDhRgiVLsjFlig5u3uzSHtWDMHlyGsLDGzBmjA6uXLGXAthBQbU4caIYMjIsRET0FH3AJ04U4e7dWgwbZoDNm62Rk9OCw4eZdOqbNlm1b5DacPQoY2JbtcpMYnG+fbsceXltsLNTxOTJkqHPOuT8+VIEBzdg5UoTKCiwce1aGSor+Rg6VEwrCQ1tgqenJmbMkJzQU1Oboa0tK2VBKShoQ0UFHyYmjGaazWaBiAWhUBo4mJgoQiAAsrKaRMfYbDZ69dKCn18Z3r4tkwLZALBjR3fcuVOKly/LcO1aPhYuTEVzswB37jhDRoaN69dzsGVLBiws1GBurohevTTh51cGHx9/vH/vi8mTzfHhQxni4mowdOgHHDzYC4sWOYDFYhbstjYBUlNrER9fjfz8BigpsZCcXIP8/EYUFjYhKKgC169L96exsRIaGxlenrW1GhYs6IpBg4xga9t5hIYOUVOT7RRgA8CIEcbw9x8EJyeNv/UdrF8fgufPkzFlSlcsXfptENuR6fVbYQvHjjXDnj0JePo0H4cP94GMzN+f1/r3N8K1a75YvDgYly8n4vnzLGzf3hdjx1qBxWJh4EAjDBhgKAUmiQi1ta0oLW1ETk4tQkMLkJ5ejTt3mDTWWlqK+P33QWCxWNizZwBMTP48df23RF1dHtHRE/DqVT527YoGi8XC+vUx2LcvCStWOGLZMgeoq8vBwEARU6ZYAAB27GDGRWJiPeLj65CU1IScnOZ2LVcz2Gygro6HujoGeBsaKiInR0xvY7NZ8PRUh46OHJSVORg0SBPduqkgNLQefn5V8PevQUOD4F+OGvKlNDcLsHp1Lk6eLIWPjyq0tdm4etWh0w32Xwnj5/EZQUEVkJNTAvAZrq7OANAeq9oQ6uqyoqg6LBYLs2bZSNXz7Fm+iCKybJnTnwLsDg32vHm22L271zc12CoqMlJZChkNth+srdXQtasGbtyQdnL8EmBfuZKJO3eYhCw7drh0CrAXLAhGbm7jnwLsBQtCRBSRLwF2hwZ7yhRLHDjgKgLYc+Z8Ejk5dgDsmzezsHRpGFxddTB0qIkEtxwQa7A/fy6CpaUyjhzp902Afft2tmjjsHZtNwmA/fFjCebM+YS6Oh6UlWVw9aqXBMBet47JhPllJsc+fXRQXt6KNWu6iQD27duPsWnTHpw/fxpjxkwU1f/HHzEoLm6Ej48pHj4cBxUVOTQ2crFz52c8fZqDtLRaCIWEfv0M8PPPTpgwwQZKStKKvaysWpw4kYCLF5NRV8eFpydDU+zf3wjDh5vB1lYDv/4ag8ePi5CTw6wdDg66UFBgw8JCCdXVfFy4UCDhkMhmszBrlhnMzBTR1kbIz2/BxInRePiwTOTg7empgcRERvNsYqIAc3NFuLpqwNxcAWZmijAykkd4eC1evqzEu3eVSExsRNeuykhOFq9f8vIsDB+uB1tb5fb428oYNKjTV/Ufkf8qkJ2VVYft2yvg4aGH8+cPY8yYmVi3bgX27z/2j7WBARQesLV9BgAYOLAE69dzMHu2Nm7efIDnz5/8ZR1WVgpoamKCtf8rkpDQiBcvqsBmMyZONpuFwsJWLF/OxN0+csQOLS2E2bOT0dQkwMGDDpgyxRhEhFGj9BESUo0XL/pCT08ejx6V4scfE2FvrwgFBTY2bLDFqlXWf8k9bWjg4/r1Mrx/X40HD8pEx0tLuVBWZuPZMyf07q2G48djsG9fGuLi1OHmpgplZQ5++cUQ06frorCQixUr8vHkSQ0AYPBgdWzebIgZM7SkFrz37+sxZkw2evZUgJ2dAu7etYWuriyuXSvHkiVMundfX3UReFi3LhcBAfUwMJDFqVNdpAA2lyvEpk25AID1683QsycziVdV8bB9ex4AYMkSJtPlH38Uw9VVAxYW8qL4yRcvlqFbNxUYGcnB1VW8ADDhv2ohL8/C2rWdZy5sauLj1i1mZz9vniFiYhpRX8+HgYEcBg7UAAAUFbXh7t1qKCgwDpVfysuXDaiq4kjwh/l8IQQCApsNGBoymgI2mwVtbVkpawAAWFkpQUWFI7XB69NHA/n5LcjMlE6GUlraBk1NOWzZ4oCHD0tw/nwR9u2zw5IlyVi+PAXx8e6orAQuXy7ClCnRiIjwxPPnXpgzJwKJifUYPz4K79+7IyFhJLZujUdAQAV+/jkaUVG1OHWqF2Rk2JCX54DFkoGenhpmzrQF4IK2NgF27kzHoEHqSEurR3x8NaKiKlBby0Vqal17fzXDzk4NaWn1iIurxm+/fUZgoDGam/nQ01OEnp4CzMyUISfHFjlZqqvLQVlZBqqqclBVlYWqqpwUJcXd/c9jyPL5QsTGlmHfvmjcu5cNGRk2xowxhrX1t733q6sb4e2tgh49Oi/Tu7cO5swxw+3bqbh6NQ0//NB5DONvyaRJVrC0VMaECa+QmFiF779/idOn+2PBAoYmwGKxIBAI8flzCV6/zsLbt9loaGhGYiIT69bV1RgREcyG+8CBwTA1VRddBwAmJnooLW1EZmYtPD2/rWl//jwXZmaq6N5d0h+BxWKhvJyLa9cGIje3Edu2xSEwsAybN8cgIKAcvXrpYelSW5HzJsDwMnv10kSvXtLxw9vamI18x1zK5xNkZdnQ0mKA6LfAc69e6liyxBQ8nhD5+a2wsvrzbL7fkpCQeixcmIWEhGbIyrIwerQ2VqwwFFk2/1U5fz4Pd+8ylKOQkLm4fbsQ797dxfDh22BtrYIbN9wgEIgDIQcHR8DBwRZaWuK+efAgFwsWBMPVVRc+PgZ/28mxM4D94EGuiCKyfLljJwD7HcrL2+DgwMaNG94igH3oUKKIItJZmL5Dh1wxd65kpJ8vNdjdumng4kXPb2qwi4qa4eWlj9On3UVxsGfMCBQ5OX4JsCdN8oeFhQpGjDDBoUOuUk6OQ4YYfxNgX7mSiS5d2Pjhhy5/qsFevfozevfWxrhx5qI+ystrxMGDibh2jaE2+voa4No1n0412Pr6irh92xfe3sw9lJRkcPq0u+ger19/wI4dB+Dn9xrOzn0k7n/48AAYGipj+fJeUFaWw9On2Vi8OACFhQxwXbSoG374oSt69ep8c5yVVYdt2yJRUtKId+8YhZK7uyEWLHDEtWtGePIkDxcupCEhoQYODkbIyWESyzg5qUNeXg4pKa1ITWWof/r6Avz4oxkGDdKFm5sG/P2rEBhYjf37c9HWxqBqT08mw7KzsypcXdXh5qaJQ4ccYG+vInI0FggIAQE1uH27DPfvl8HCQh4xMbUAGP+1wkLJNWrFCits2GDdvgZX4PLlgk6f9T8l/1Ug+5dfumLz5mjMnx+MsLDRuHXrDLy8vsOUKVPRq5fbX1fwPyQ2Nmqwt69Haqoa2toIW7cWYP/+fGhojEP37n3+8vq6OgGys1tEMXP/jhARlizJQXY2H5s3W6BnT1UQERYuZBLHODrKY+xYXUycmICmJgGmTTPAihWMpo7FYuHwYUe0tAhQWNgKW9sA1NczAF9LSwOpqf1FVINvSW5uCw4cKMDVq2VoaBAAIDg5KUNXVx6fPzchJ4fJYrl7dwEUFGSRmMhwlvv1U8WmTSYYNkwTLS1C7NxZjNu3K1FUxIOyMhvr1xthxQomTNa7d/VITm7FsmXMhPDkSS0mTcoBl0swM1PExYsM+PX3r8OhQ6XQ0pLBhg0mWLCAmZzevKlFXFwzFBXZuHfPXgQ6v5Tz5ysQGcnF6NG62LhRrMk8e7YMNjaKUFfnYMQILRQWtuH4cYa2cfEiM3E2Ngqwb18x6usFiIiQ1CB9/tyE69frYGGhimnTOp/QHj+ugZmZKnr2VICDgzLWrMlFWRlh/XojEch7+pTRBAwdqiGhDePzCXFxTQBY6N1bbCmpqOCjvFwBBgYqIsdANpuNqipFqKlJh4E0M1NBY6MiYmIkPbGdnTWxe3chQkIqcPSoUNSeX39Nx7FjBbhzxwlLlljj2LEi5OXVYuFCM0yZYojo6EasXZuFP/7ojtDQWiQlNeDIkRxs2GCL69f7Yfz4z3j8uAzjxn1GeLgX9u93wbNnRZg0KRTnz2ejpUWAixddUVvLxbBhwaioaMPFi70wc6YZ1q5NwdGjOXjyRBX37/cWZV1jMoc2Ija2CnFxVcjNbYSCggwyMupRXd2G7Ox6RERUAWAAiY+PPgICxA4+np4GCAoS//b2NkJqagVMTVVhaqoCR0dtsNmsdhDORD6pq2tDVVULqqpakZ1dg0+fitDQwIWjow7U1ORw8+YQjBwpnejmS0lPr0JgYD5Gjepcg85mszBkiAkuX07C+vUhmDDBBmpq/1o2tj599JGePhPnziXizJkkjBpljuDgAgQHFyIwMB81Na0ICRE/u6OjJlRV5WBgoAInJ114eJhiwABL6OhIzwdFRQ3o1+86Ghq4CA+fATs7bTQ0cHHxYiqWLesGFouFuLhKTJz4FrKybNy7NwRDh4oD1kZFVWL+/BDIy3OwZ48LPnwYik+fynD4cDLevq3G+/fVOHQoDZMnm2HFii7o1UuaA/qlyMtzIC/PwVfR7v62yMqyYW39r0dMqKjgYf36XFy4UA5fXzXY2yvi5s0u6Nnz389aGRBQhZ9/TkXfviZYtcoMLi460NdfCUfHblizZgn09ZlNX2FhE8zNVVBZWYXJk3+ErKwspk37HurqqmhqssYff9RCKGTG/F8BbHt7dVEous402EuXhqF3b20MHWoi5eS4aVO0iCLSmQZ71SonrF/P0PBu3crCxo1RAJiU4p0B7F9/DRdRRC5e9PpLJ8cOgJ2VVS9KejNkiBEuXvSSoog4O2tLAOybN7NFTo6dAeyVKyOQmFgDBQUONm3qAWfnzsfhl9SXcePMMXOmDY4dS8bjx3mIiZHMD3HzpiTA3rEjVkQROXPGXQSwv5bMzBwsXboeDx7ckQLYAKP027DBDS0tPMyb9wYpKTUoLGxE7956OHHCB66unddbXt6MTZs+4+LFVPD5Qigry2DuXAcsWdIdpqaq2LnzM86eTcenT4wiTVdXAaNH68PdXRcvXxbjw4dyqKvLQV1dBaNG6WHWLCMMHKiD/PxmnDyZh0WL4lFVxYOHhya4XCF691bH0KF6GDxYBy4u6nj5shIDB2pLhMRtbOTj/Pli+PlV4eVLcehEFRU2tLUVUVXFh0AAODqqQCAQYtQoPYwapYtu3VTx4EExduzIQFzcP5uIBvgvA9lz59rgxo0spKXVoaGBBx0dbRgbG6C5+Z/n4xgbpyE1VTzom5pYaGryxKtXxRg16s/5lPLyDIDpSN7wd+TOnUoEBtZDR0cGy5cz9d+8WYEXL2qgrs7Bs2dOmDMnFUFBDZgwQR/nzjlAKARu3SpCZGQd0tKakJTUiIICscPZsWMOWLzY/E+jDWRnt2DnzjxcvVqKrl2V0dAggIeHGmxsFPH8eRWam7lobBSgWzdl1NQI8e5dQ7sWVgVTpuhi/HgmtN3LlzVYtCgXeXkMGF+zxhArVhiIIoicOVOBxYsLIBQCvXsrobycj2PHysHjERYv1sWxYyZgs1nIyWnFxImZqKriY906Q6xcycSca2wU4KefcpCfz8Xvv5t1mtCBSRhThMZGwpw5hqL3UF3Nx+7dJWhsFCI01BYsFgtHjxaDxyNMmqQNW1tmIb56tRz19QJ4eKiiTx/J+i9eZLSB48drfzMe8e3b1UhObsOiRQYgIjx6VAWAhaFDxZN4SEgr3Nw0MH68pBYwPb0FTk7KEAqF0NISm/s6sl/q6IiPycgw77MzJy9TU3kALBQVcSWO6+rKwchIDrm5AsTGNqJ3bzVReYGAcOVKCcaP18fGjdb46adEHD6ch2vXesDJKQwZGSVYvtwMt2654OefU/Dbb7kYNcoA3bur4upVF7i6fkJKSiMOHszGli1dMHq0Md6/98X48cFITm7BsmWJOHWqG2bONMO+femYNSsSQiFh7lxTvHxZjoSEBnh6BuPBgz7w8tICi8WCpaUqLC1VMW6chegZiAglJc24eDETERFNsLRURo8eanByUoWFhTLq67mor+fC0FARSUmKqK/ngcNhFvDy8maUlzcjKqoM1dWtCAwsEtXr6WmIoCCxdqRPHwM0NLRATU0ObLYAv/5qj5SUEtTUNMDAQAXW1powM1OX4inn5dW19+m3td1TptjixIl4ZGXVYsKEx7h79ztoaPw9vxOhkBATU4q3b7ORnV2LuroqmJgcQ58+hvj8mXFSVFDgwMFBBwMGmGPoUCt4eppCU/PvaXINDVXQt68hHjxIx+jRDxEWNgNjx77Bp08lqK5uxbZtrrCz08CYMZa4cycTI0e+xOXLAzFjhm37cytjwgRz3LmTi+XLI/D5cw1Wr3bCkycDERFRhUOH0nD/fiFCQipx40YRPDx0sHy5NcaNM/pfiaX9tTQ2CnDqVAl27SpAXZ0QsrIseHioYcMGk38rlnaHFBa2YNKkWAgEBG9vbUyYwNAPjY3NMHv2VGzffgAnTuzFsWNJCAqqwN27vvDzC4CPjzuOHz+BP/44ithYNj5+TIZQaIjZs/Wxbl2PTu/1pQZbXV0Oly51DrA7NNjDhpng118lAXYHB3vmTGv8/ntvkZPjjBkBIg12B8Du0GA7Ompg2jQrCW04INZgR0dXwstLH4cOuXYKsCdO9AeLBQknx8zMOnz33XuRBvtLgP3LL+FQUZHF2LHmnYbp++mnLn+qwVZR4eDuXV9YWna+Nt6/n4tHjxjLZweNZt26SJw5kyZV9tmzQaKAAUIh4ZdfwnHrVjb69dPFunXdv6klB4BNm37HypXL4O39bf5DdnYtJkx4jpiYcigocHDihC8WLOjWqZ8Eny/EiRPJ2LQpCjY2ShAKCXPm2GHz5t7Q01PE4cOx2LcvCg0NPDg66mLYMBPMmWOLnJwmHDuWAiIFlJa2wsFBDUuW2GDaNHNoaMihro6HVauSkJjYgHfvmFCmLi7qmDXLFI8f94GODhOl6vLlIvzwQyKys1uwdasNtmyxRU0ND0eO5OPYsQLU1jIW1r59VWFgoIjPnxthYiKH0NBaGBjIYf58Y8ybZyhK9pWW1gQfnygoKgoRF1cPHR05mJgoIDb2m931Py7/VSBbQUEGXK4AtrZqqK9neJjNza2Qlf3XI3T8v8rRo6vg5BQgcWzwYAMMGPDXcXzl5VlQV+d8MwrE19LYyMfly6UwMpLDtm2m0NBgXuvjx8xu+dAhS1y/XoonT6qgoSGDvXttoKTEwcePVZg5M77TOk+fdsCCBRbfvGd1NQ8nTxZh27Y88PkEDgcYOFADP/9siCtXynDlCrPDtbJShJ6eLNra2CgsbEaXLorYt88C3bvXg8ViobKSj6VLc5GV1Yq8PC569FDCyZMWcHdngAYR4eDBcqxezYCadev0UVcnwOTJjAZ7xw5DbNxoABaLhZYWIVauzEdVFR8jRmhg505x5I2dO4uQn8+Fi4sSVq40kn4gADdv1kAoJPTqpYxx48Qm1j/+KEVjoxBDhqijXz81NDcL8ehRIzw9NUQgHmDoGp6e6liyRJJv3dYmREEBwxefO7dzmkFNDQ8fP9aDzQYmTtRGamorNDRkYGgoK9oQ8PmEp0/rUF8vxJ07GhLXJyZy8fkz8N13Gl/VK4CVlTzMzcVaaw6HhS5dFCWAd4fo6cnBwkIB6uoyaG0VSHCOPTw0ISurjJiYZhHInjbNAGvXZqK4mIuKCh5mzzbG48eVCAlpRVZWGxYvNsHRowU4d64Yf/xhh759tRAe3oRVqzLw5k1PqKrK4OHD3pg8OQZbt2bBy0sbAwZow91dBw8feqJ//zDExDSib18N7N3rBENDBZw+nYNffknHhQvdEBnphXnz4pCT04JBgyLw6JELRoyQDF/47FkZVq5kuMdGRsrQ1FSAmposcnKakJPTBBkZOfTvb46FC61EG0o3t4cICyuDQAAkJNRh3Dgn+Pjow8hIEY2NXAwYYIaGBi4aGrgwNFRGjx460NZWhJaWAhwddTB+/D3U17ciIaEVysoyCAtjTK2amgqoqWmFoqIMRo3qAmVlOfTpY4SmJi5CQtIxfLjJN023AGN1unFjCCZNegI/v1z06nUVBw74YNQoG8jKMu+KiabSjJSUChQUNCA/PxdlZU149CgNVVUt7c9nLAoVp6mpiJ9+6glvbzN4eZnCzEwdZWVN0NFRlFiIBQIhGht5UFcXj6X4+CrY2WlAXp7TDppGIDOzBsrKCli+PAxr1jgjOLgU27dHwdxcDT/8YI+bNwfB0lIVfn5FmD07AsnJTdi5swf09Biz+NSp+di2LRaPH1fi1q0PWLbMGtu2OeD2bXfk5TXhxo187NuXieDgKgQHV2HAAD34+hpg3jwTUWbMf1Jqavg4frwYR4+WoLqaD3d3FaioyODYMUvY2f2/xQ5uaOBj7txMKCnJYuBAVezeLRnKbtu23XBwcEB0dDxaWoB370oxffpHKCmpISBAFu/eNcDSchaOHn0DoVADY8fK4u7dFThwIAYyMpLLf3x8NTZujEJTEx/Dhhl3Gqbv1q1s3LyZJXJy/BpgT5rkL9JgdwDsDg22o6MGunXTxMGDDEXk+nUxRWTq1M4ANg+TJ38UabC/BbA7NNj29uoSYfrmzAkSZT/szMnxxx+7YM+eXuBw2Lh/Pxe//hoBIsDZWQtnz6bD3l5DpFUXCgl79sSJ4mBfv+4LLy8DFBaW4WsJDi7D4sWh4HKFEhFJxo41w+XLGSJqBMD4jHh4iL/3wsImPH2aDxkZNtav7/5NDTbQEY0rGmfOnPtmmYiIUmzaFIq4uApYW6vj/v3RcHbufH6Jj6/CnDmBiIlhtMROTjq4dWsQ7Ow0ERZWjnnzAhERUYCmJj6GDzfHnj1uaGoSYu7cYKSnMxriWbNMMXu2Nfr31wOLxQIR4caNQqxcmYyysjZwOMDs2SZYtMgCffowuRyEQsKVK4V4/LgMjx8zdElrayVYWSnh5Mki/PZbDrp2VUBtLR+enhqYNEkfDx5U4skTBt9oacng5k1HTJigL7LWCoVCHDyYj02bstHWJoSZmTzWrrXGhQsFiI39h7XZRPRf8QeAamoyaMSI86SpuZtWr95B9vY25ORkT5WVZfRPi1AoJD29ewRcb/97RJcvF/2tawcPjiLAj16/rvxb5devzyLAn9zdo0ggEIqOCwRCevy4kl6/riIvrxiSk/tIz55ViM43NPDIysqfgJcSf2fO5P3pc929W0Z6ekFkYBBMiooBNHt2MkVF1dPs2ckE+JObWxR16RJK48bFk4rKRwL8ydExgo4eLSIuV0BERDk5OXTlShzp6kYSEEZKShF08mQp8XiS7f/ppwICYsnTM40uXaqk8PBG0tePIyCKli/PJ6FQXH7x4nySkYmi0aPTqLaWJzqemtpC2tqx5O6eRNHRjZ0+V1ubgIyMkkhWNo5evqwVHW9tFVDfvqnk5pZE798zxy9dqiQgivr2TRGVS0pqJiCKNDRiqbVVIFH3ixe1BERR9+5J3+zX69erSVU1nmbNyiYiokOHSgmIopkzs0VlPn9uJCCKbGwSpa7furWUgDhas6ZY4vidO3UEJNOECQWiYyUlXALiSE+v8/YYGUUREEZ5ea2iYzk5OXT8eDQBYTR1aoZE+bFj0wmIonPnmLG1d28BAUE0fHgSlZe3kYPDZwKCKCamgSor20hDw5+6dg2hjx9rRHXs3JlBwEuytw+gtjZx/124kEfAU+rTJ5BSUxva688i4CUpK7+hxMR6EggEtHRpIgEvSU7uFb1+XU5EzDvt0uU9AU9p9uxoiXobG3l0+XIWubu/JiWlRwQ8oH79/Ck+nnnHfL6AAgOL6JdfgsjZ+S4BZwk4R5MmvaOios7H0Jdy+3YSnTsXTUePRtDhw2G0YsVrmjr1Po0de5uMjA4SsJW8vS8SsJX69TtPffueIweHP2jHjo8SY/pbkp1dQz17XiJl5YMkK7ubFBT2kLn5cTI2PkIqKrsJ2EqjR58iC4vtBOwkO7uTBOwkc/Pj9OOPz+n27URKTa0kHk/Qaf0uLtdIQeEIRUczc2dAQCFxOMfJ1/eBqMyMGe8IOEn37mVKXJueXk2qqpcIOEeXLqXRmTNJ5OR0m7S07tD9++K55fz5dOJwbhBwnSZP/kRNTVzRuZqaNlq6NJbY7AcEPKABAwLpzp0iUd80NPDojz8yqUuXN9S3byABL4nDeUVjx0bRixdlEu/6PyECgZA+fqyhuXNTyMcnloAgAoLI3T2O3r2r/lvvsDPJycmhnJwcImLG76BBCQQEUe/eMVRR0drpNSdPHqY+fZypsDCZnJ3/oP79T9OIERdIUXEemZvvJTZ7GwFbacsWf+LxeASAysuTqaYmQ/QXEBBOmprMuJkz5zqVlaVKnK+pyaCTJ98Qi7WVgK20d+9ziXNhYZGkp/c7OTkdoSFDzlJRUQrV1GTQ48eBpKCwg4CtNHv2daqqSqeamgw6cuQVmZjsI339vbRz51OpexUWppCn50nq1+8EGRrupc+fo6TKZGcn0vjxlwjYStbWBykpKY5qajIoMjKKDA33ErCVhg8/R4WFTFuePftEzs7HCNhK06ZdpcrKNKqpyaATJ14Ti7WVnJ2PkrPzUQK2kpLSDnr2LIhqajKoqiqdZs++3v7NnqLHjz+J2pCQEEQJCUGi38XFKWRgwNz7xx9vUnV1ukSbly59QgDzPoCttHjxbYnzv//+jDgcpq++ft6v/yIj/cjY2PCbY+ndu3xSVj5FwDGaO/cN1dS0fHMsHziQQJqaN8jE5CaZm9+ip09ziYiZB3fvjiEO5zwB5+i7717Qhw/MWnLkSBw5Od0hWdkr1KXLA3r5skCi3vp6Hk2Y8JkGDAgm4Cl5eHyimJhaiTIhIdXUp08wAS+JxXpJAwaE0507xRQeXks9ekQQ4E+AP40ZE0efPlXT/v2FJCsbTF5eMaSvH0TnzhURny/5rbW0COj771PI15fBUXPmJNKTJ2Wkp/eRHBw+0NChocRA338Im/5TN/qPP0g7yF6w4CZpae0meXlXOnv2GPH5fPrfktWro8jU9CGtWZNAXl6RpKUVSMXFnU+UX8rgwVEkJ/eO3r2r+suyqalNJCfHANmwsDqp8xkZzaShEUpAEO3dmy91fsmSVAmA3b37J6lB2yGVlVxatChNNPC9vaMpPr6e3r+vJh2dTwT4E5vtT9bWoaIyzAcSL/HcbW0CWro0iQYPZgC2r28SZWVJTgB8voBmz84nII4UFOLp1at6yspqJR2dRLKxSaaff86TWMiePWOArKxsNEVHN0nUNXFiFgFR9OOPud/sx6tXqwmIo65dUyXqvXGDOd69e5ro+NChGQRE0YUL4g3Lxo2FBETR/PnS95g/P5eAKNq6tVjqXIdMnZpHQBwdOsQAxJEjmXtcuSLeaB09Wknm5mm0cqX0Zm3t2jLq2zeTrlypljh+9mw1Ack0b574mspKHgFxpKUlDdaJiFxc4gkIo4iIBtGx+vp6Cg0tJSCMrK1jvrpHBQFRNGJERnv9XFJQCCFj4wjKzm6lX37JIiCIZsxIIyKiAwfyCfhEvr7xojpaW/nUpctHcnMLpbNnJftp2bJEYrP9qH//SBIKhSQUCmnq1BgCXtLUqbHU1MQnoVBIixcnkqbmW3JzC6fY2HoiInr0qJiUlF4Q8JTmzImhhgaeRN1CoZDu3y8kQ8MXBDwgX99AunBBcpPJ5Qpo795YUlJigOOECe8pIKCk0777u1JT00LBwXl04kQEbd78gVaufE26uvvo9OnPf3odjyegsLACSk4up+ZmLt2/n0oWFsdJSWkPATsI2En6+vtJRmY7jRp1iaZOvU2//eZPt28nUnp61d8Cf3y+gBQUjhBwkGprme82ObmKgGNkY3NFVO7IkTgCTtKwYc+k6rhyJZ2Ac6Sjc40yM+tp+/Z4Aq6TrOxNevNG/H7fvi0mNbU75Ob2hlxd31NxcbNEPVFR1eTh8ZEsLN4S8JSGDAml9HTxuBQIhPT2bTmNHx9FMjKv2jdqH0hD4xXNnh1Nz56VUnOz5Dv/u9LYyKNduzLJ0PA97d+fRW1tAgoIqKbt27PI0lI8xxkZBdPw4Ynk71/7b4PrDqmvr6f6+nricgX0888ZBASRnl641Pz4pfB4POrRw5HOnz9MBQWJFB0dRY8eBZK9/RSysfmdFix4Slu2+IvKe3n1o9OnD4jA2seP4WRlxWz8hg071ynAPn/+LcnKbidgK/322yOJc6Ghn0lP73cCtpKv7+kvAPYncnQ8Qurqu6QAdgfI3Lv3WacA28PjJAFb/xRgd+9+tH0zeUECYPv6niZgK7m7nxQB7OfPg0hJaQepqOykRYtuSwFsYCtNnHiZhgw5KwGwa2oyaO7cGwRsJQWFHRIAu6YmgwoK4qigIE70+9ChF2Rvf4i6d99Pr1/fpdTUEBHQLi9PpfHj7xNwkjgcBmi/excqUd+1ax9ITm4bDRp09i9BdlycP+np6XSKcYKCisjQ8DwBx2j69DfE5XaOgyorW2jkSD8CLhFwidau/UyNjdz28c+lhQuDSUHhIgHnaMWKUGpt5ZNAIKTVq0MIOEnASdqyJZLa2iTrT01toK5dPxDwlLS1X9H587kS30Zbm4BWrkwhX98wAl6SoeF7unq1kJqaeLR6dQrJy78mK6tQMjcPoQcPyqmioo0GDkwQbWZ//jmD6uulv+uaGh55e8cTEEQ6OmH06FEZ+flVkqLiewL8aN68ROLxBP8Hsv+tB2kH2efP+5GW1m6ys1tJ8+fP/F8F2UQkAgUjR8YR4E+TJ3cObL6UPn3CCfCj8PDav6x7wIBocnePoqVL06XONzTwycuLGXBjxiRLaLmFQiEdOVLQvlC8FYHsFy861/rHxNSThUUo2dqGkpbWJzp9uoj4fAHt359HLJYYUH/9t3p1hsTHVVLSRp6eSQSEkaxsGJ04USrRro62LVpUSD4+maSsnEDv3zdQbS2fHBxSCYijYcOyJTTeNTV8Gj06h1RUYmj//lKJuhISmklLK5YUFKKpsLDtm305Z04BWVun0PnzktaD/v0zCYij06eZ4+nprcThxJKnZzo1NorHVs+eaeTqmkYfPtRLXC8QCGnIkGxyc0uj2FhJ8N8hfL6QevVKJyCO0tJaic8X0ogRWeTgkEQFBeLNycyZRQQk08mT1VJ1eHgUE5BD/v6SIOXUqRrq3j2bNm4sFx2rreVTr14Z5OWVJTomFAqppoZPubk8mjMni1xdk+jVK8lNG48npAED0qhXr3SqrBRPcGVlXDIyiqeBAzOovp7pk6VL84jFiqUtW0ooJ6eFVFRCaMCARCoqaqPaWh6pqTEbv9BQcX89fFhOQBAZGIRTc7O4b6uquKSt/ZEAP7p1iwG3TU18GjEikgA/Wr48VfQM8+cnEuBHlpZBVFnJvO/IyBrq3v0j6ej40/Dh0SJrypdSU9NGCxZEk5oaA8j37EmXAky5ufU0YcI7Ai6SgsJVev5cetP6Z5Kf30CvX3duJbp7N5H09fdTnz5nKTe38++ezxfQrVtJBGyln39+TkRE797lkq/vZQK20o0b8RQRUUzz5z8lYCuNGHGDiIiePMmilhbx+yoqaqSiokbR8zHvvpXy8hjwWlzcQD16XCUrq/Oia+rr20hT8ww5OFwXfa+VlS2kqnqO3NweUW6uGPh21Pnzz8FkZfWcXF0/UGsrn375JZKA6+Tr+578/cUb1ISEGrKxeU3AAzIxeUlRUZLjWyAQ0pkzuaSp+YqAp2Rl9Y62bk2l1lbJub2kpJWOHMkmR0dmce/4s7DwI3f3T7RyZSLdu1dEqan1EuPra+FyBfTHH7mko+Mnmhe1td+RsvIHAvxITe0Dycj4k4lJCG3YkEVpaZ1/1/+uNDfzafToJGKxgmjo0ESKjGz4y2v8/J6TiYkRFRcn0OfP6VRdnU7ffTefZGR20rBh1yTKPn58h7p2taPq6nSRBtvS8gBNmHDpTzXYffocp02bJAF2WFgkOTsfJV3d36UAdocGe/Hi2xIA297+MAFbv6nBnjHj6p8C7KysROrRgwHYnWmw5eW306RJl0UA+/XrEFJSYtrytQbbxuYgaWrupk2bHlHXrkcI2Eq7donblZIST1OnXiN5+e1SAPvLvw8fHtKQIb7E4YwmYCcZGn5PPXt2Ix0dLVJQkCcjI32SldUn4CTJyBwkBwdvUlV1pcWLf6CcnEhRPYmJsaSispPU1HbS48f+VFEh/T6+/DM1NabYWMmNeUZGDWlonCErq8u0eLG/1PraISkpNdSr1xMyNb1Dmpo36MkT8dxUWdlC/fo9J+ASeXu/oJcvxXPd/v2xZGR0mWRkTtPVq6lS9UZF1dDYsREEPKWuXT+ILJAdkp3dRK6ujPZaS8uP1q1LpYYGHiUl1ZOjI2OVYrNf0tatGdTUxKf4+CYyNY0mb+8E0tUNp2fPGOVjbm4rbdpUJHq+ujo+zZuXSUAQGRlFUEJCI0VENNDQoTHtADuJuFwBnTpV/H8g+996kHaQHR0dTfLy28jT8zg5OTmRs7MTvX37XGog/NOSk9NMSkoBZGwc/JcaaiurIAL8KD39zyfvixeLCfAnHZ0gqqiQBJBCoZAmTUohff1wGjYskerqJHd927blEfCJ3N2j6eLFYpo1K46WLEnqVBNz7145KSoGEOBPvXtHUmZmE7W2CkT0EMCfFBQCpAD2jh05EvVkZ7fS5MmZBISRsXEUhYV1vnjs319OQBzJy8fT+/f1JBQKae7cQurRI426dk2l2lrJBXLp0hICkmnIkBypCWXq1EJSVk6hLVvEmkehUEhTphTS2bPV1NYmpOTkVgKSSVU1RQI4Z2S0kbZ2Jvn65lBDA7+93xhaxqxZ4kknNbWFgDjS1EyUAP9ERFFRzQQkk6mpNGjrkNjYVgLSydmZ6a/ERKY95uaStIw+fbIJSKbw8GapOszN8wnIoYwMrsTxbdvqCCig334TA7emJgEBOaSgkCs6xucLCcghIIdmzSomIJ3OnZMGe/365RCQTO/eSVIm+vZl2vb0KQOa/fzqCYgja+sUEgqFNHFiJgFRtGsX8x7Wrs2hXr1iackScRuEQiG5uMQQEERHjkhq68+fLyRj40AaOTJeBJAiI+uIw3lHLJYfBQYywKy5mU+9eoWJJtWO8ZCW1kg6OgxQnzUrUeJdvHxZQd7en6mhgUcnT+YQi8WAs8OHs+hr4fMF9NNPwQRcIlnZKxQeXiFVpjNJT68hBYUzpKl5gaqrO7dmzZ79nIADtGlTUKfnX7zIJGAvaWntpx07AqihoY20tI6SrOzvNGnSPUpMLKPffgsi4AC5u1+mqqpmiooqI+AYWVtfIT6f2VwsX/6JgJO0f39Me5/xCDhH8vIXSSgUUk5OPQHnyMjousT97eweEHCJoqLEG9HZs0MJuE2bNydItbeqqo3MzF4S8IBWrowngUBImzbFE/CEFBWf07t34o1fWVkLeXh8JOABDRwYRPfuFbe3jU9jx0ZRVFQtlZW10pw5MdSnTwABT6lLl/f04UPn/Z+SUk87d6bRiBFhEoAbeErm5oxWXF2d0XpPmhRJvXsHkarqG5KVZczWX1PogFcE+FHXriG0fHkqBQfXfNPi9/8i5eVt5O0dR0AQaWmFUVhY/V9f1C5jxgynJUvWkYpKMrm7p9CWLecJ2EETJkiCbD6fT05O9rR5834RReRbGuyTJ8Wa3q812B0UEWArjRt3UYIiYmt7iDqjiABbSUVlJ+3f/1zqXl9qsIcOPfenGux+/U58kyLypQa7YxPRq9fxTikiHaD6xYtgAraSgcFeysqKFmmf37wJJWAnOToeE7Whujpdigbyxx97yMBAjxYseErOzufo7t1kUX/X19dSZmYqvX6dRcBJcnd/SEREyclxNHPmJHJysqf09DARWPf0nELAGmKzF9LixSul7vXl38yZE2n37s2ie+Xk1JKc3B8EHKMxY559E2AHBJSQpuYNAi7RsGFvRRtsIqLi4iZyd2cAtpnZXUpNFa8Dd+9mEXCODA2v05Mn2VL1Zmc3kb7+GwKe0owZUVLa5oCAahoyJIKAl2Rm9oFCQqrb6y0mQ8N3ZGLynmxtP1JoKHPcz6+W1NQ+ExBGbm6JVFTEzJ15eW1kaZlAQBTt3VtCXK6QhgxJJyCSRoxIptzcFqqq4pG5eTQBobRsWToJBEI6fryYGG34/4Hsfxtknz37VvTRV1Wl0d69m8ne3kZqMPxvyB9/5JOCwnuyswv+JmdQKBRS9+6hZGgYQNXV3E7LEBEVF7eSi8tnAvzp+vVSqfOHDhUSEESqqqGUmioJ1js4s2x2EN2+XS517Zdt2b27gGxtP5OKSiDNnZtCLS18amzk06BBCeTtHUvKygH04EE5rV6dJQGwe/SIkFiEiorayMqK+SgmTMigrKwqqq+XXkBev64nTc1EAuLo9u0aIiI6dYqhPGhopFBamqTZNDa2mdjsZOJwkikuTvJcQQGXZGSYc/n54r4MCmoiIJmMjZkPb8OGMvqaUkFEtH17JQHpNHNmiag/Ro7MISCO3rwRt/348QoC4mj6dGkt5e7dFQQk0/z536aKHD9eQ0A6zZjB3OfixRoCkmn8eDHHjcsVkoxMNhkZ5VJjo+TYEQqFNHBgGXl4lFJzs+S5tWtrCSig3bvrJOoCcojDyZEoq6aWS0AOLV9eTkA67dwp3gx2mLEXLWI2NPv2SWr8t2wpJyCZFi1inoHPF5KxcRL17JlOnz8306tXDJ3H0jKBBAIhFRa2kYxMFHE4UZSfL94gPnlSSe7uCdS3b7LENyIQCKlXLwaAHzhQKDq+aVMm9egRRgMHxonK5+e30IAB0SQrG0QnToj7PTy8lpSU3pOHx2c6dCi/vS8EZG8fTIAfDR8eTTyegO7cKaKePT+SnNwzOn1aso86+nvlyghycXlBGhoPqKhIetPT2TX9+z8m4CStXh3SaZlXr7IJOEjOzlc7PT9q1H0C9tKePaFERHToUAQBe8nd/ToJhULi8wVkYnKGgIPk759P9fX1NHPmUwKO0YoVgaJ6Bg16SsBJevpU/Gzy8oxJuKmJR1yugFisc8RinZPQ+s+d+4mAS7RvnxhQf/hQSsBtMjZ+0im/OySkkjich9S3rz89fFhMAoGQ5s+PJeApKSg8l9Bot7byaeXKeGKxXhDwknbtyqRt29Kpg2t/8iRjcg4IqCR7e0ZbraT0gn78MZZKS79Nw6uqaqNXr8po8+ZUGjEijBwdP5Cs7DMR6Pb2DukEVEv+WVt/FC3w/ykJCakjB4dPNHBgOBkZRVBi4r+mIc/MTCU5uQMEJNPw4Sn0/n0YATtJRWU25eZK8uYvXnxKbPYvZGq6908A9htycDhMqqo7OwXYffueIGAr+fhIa7B1dPbQokViDfbp02+ogyLSmQa7oCBZRPP4OxQRK6uvAfbv5OZ2QgJgx8REizYBY8deFGmFHz0KJmtrhh6zbt1dunXrDA0Z8jPJy68iGZlpJCsrS5aWZrRkyTw6fPgADR68nYYOXURTpoyjkJBXdPduCE2b9oR++82PwsIiqKAgjqqq0khGRob69r1MwF769KlA6v28fJlD7u736Ycf3omO8fl8WrNmOVlampG7ex8yNjaknTs30YcPyRQXF0uOjg60fv2yb4LsZ8+uk4NDF+Lz+RQcXEzAMdFfXV3nltuHD/Ooe/fHBFyiMWPeieghRETl5S3k4PCSHByeU69eT6mwUKxMycysJVXVywSco6NHpTfVTU080Xc5YECIFMZ5+5ahbaiovKfJk2OoqqqNhEIhbd+eIfrOFi9OpKYmfnt/VdOwYckEhNHEiemita2khEtOTkkERFGfPilUU8OjhQvzCIgiXd04yspqJaFQSGPGpBEQRn36JFBrq4Dy81tJRSXkHwfZ//txj/6H5cKFdBgYKGDqVCuw2Wzo6GjBxsbqf7tZAIAffzSGqakC0tKaceJE5wHRy8q4iI9vRHOzUBQl5GshIixalI24uDYsWmQsFXc5OLgBT5/WAAAuX7aV8HA/c6YML1/Wgs1mzk2e3Hm0C6GQsHx5DjZsyENmZhv27rXGhQt24PEII0Yk4927OqSmtiIgwBny8hwcPlwCQBwO5Y8/bEXJHurr+fjuuyxkZ3PRu7cSLlywBJtdj6qqKol7ZmdzMXlyMVRVZbFvnyEmT9ZARgYXv/7KeHCfPm2ELl0kowds3doET09VLF2qhe7dJc/dvdsIQ0MZTJigBlNTcSSNGzeYUGnTpqmBxQJiY4Vwd1fC9OnqEn3s59fSXo6JdJKczMeLFzJwcNBB//7idPJPn/JhZKSGMWOkE2JERfHh6amCkSO/HSM3N1cAQ0MOPDyY9hcUCOHlpQxPT/F7y8rigc9nQU6OA2VlNsrLhWhpIQBAXR3h/XtCfDwLioqSn7SyMhv9+slDS0scJUBGBvD0VISbmxIEArGne9eucujaVQ66unLw9FSFQCDus6qqKlRVVcHNTRXOztrIyJCMzzx0qDJcXZVQyoQ/B4fDwsSJOoiJAe7ebcLgwWro108ZZmaKCAxsgrGxHMaP14RAAJw+XSGqZ/RoLdTWshEe3oJ792pFx9lsFrZvZ2Iq79lTiPp6JpTThg0WaG7m4P37Bhw7xoShMzVVwKJFpuDxgDVrcpGTw4SldHVVx/XrTggObsCaNdkIC6uDrCwbz545Q0dHFq9eVeHgwXxMmmSEZcssweUSli5NRHCwZExbFouF/ft7w8BABbW1PCxcGNmx0f+mMNe4w8iIyUZWV8eVKuPrawpjYxWoqSmitLRJ4hyXK4CmpjJMTdXxww/dADDhGW1ttbBsWS+wWCwkJdWgSxdt2NtrwcfHBCUl5ZCV5UJfXwnLl/cQ1aWpqQBTUxXY2orHu7OzFrp21UR5eQtkZdnw9DRA7976yM9vFJUZNMgIXbtqICtLnDXR11cP7u46sLZWw6tX4hTJHeLmpo2TJ3siPLwes2fHIiOjCWfOdMdPP5nB1VUDw4eH4/175v3Ly3Owf78T9u61B4sFbNyYjro6PubPNwGXS1ixIhVLliTDxUUdsbHe2LHDDm5umjh3Lh9dunzA8eM54POlw55qaclh2DA9bNtmhxcv+iIxsT/a2kaiomII4uN9sG+fA0JC+uH169548sQF9+71wKJFplBSEn9LSkocGBlJx5X/nxA+n7BzZwG8vBLQ0lIDefl6fP7cHY6O/1pkkuRkI+jqugHgQk3tJIqLKyAjQ7CxMYO3ty9SUphIUjExJVi1KgVCoQZaWjJx8aJ7p1FEFi8ORUpKHdav7y4VB/u7794hObkWEyZY4OZNJg52YKA4DvbIkabYscNFFKZv8eJQ9Omjg507O8/kOGXKR9TWcmFqqvzNTI7Ll4cjPb0eVlaqePZs0FeZHFvBZrNw544PlJVlUFvbhu3bY1Fe3gofHwOcPu0OGRkOSktbMW9eNMrK2Bg1Sg4nT87DiRMXoaGhg7Y2Xfj6jkBLSwtu3boBRUVlPHv2GAYGSfDw0ICdXRf4+GzE1q3hePSoBMeOFWDOnM+4dy8VoaGRUFCQR24us6bp60u/u/r6FoSEZKG+XvxNEbGwY8dBHD16CIsWLURWVg42btyO/v0dYGDQBW/evMadO09w9uzVTt+5m1sfVFeboGfPS/DwuC86vmePW6cx9G/dysXEiUEoKuLi118d8eBBfygry7b3MReDBwcgJaUeHA4HDx8OgJ6eYns7CYsWRaJHDx2MH2+BpUuls4QuXpwMHR15ODur4eHD3pCTE38/gYE1GDUqFi0tQkyebIAbN3pAS0sOO3bk4tatErBYwMGD9jh+vCuUlDj49KkO48en4vXraqxfb4Dbt22gqMhGS4sQo0cXgs2Wg7u7Mt6+tcHTp42Ii+NBW5uDJ0+sYGUlj2vX6lBWxoKlpTzu3rWFvDwbhw5Vo0cPNYwb9+fx9f/H5Z9C8//pP7RrshcuvEnduh2l7dufUE1NBi1f/hNt3LhSatf1vyXPn1eQru5H+u67aGpslCbuv31bSYAfeXp+2wHqzp0KkZb6ywgQRETl5VwyNmaiQ+zcKbmbfvCgitjsMALC6OLFb0dc4fOFtHx5DhkZRZCcXDDducNom5qa+DR7dgbJyQWTkVEEpaY20du3taSnF0l2dlE0f346OTlFUN++0RQVxeyAmR1lJvXokUy9eiWLuLxfetETEbW1CUV0iLFjmaghAoGQ3NzKqFevQvr5Z2lHs+DgVgIKSFW1kCorJSkkPJ6QDAzyCcimwMBmieNdu5aTp2cRxca2UHw8l4AC0tWV9FJOSuITUEn9+lUSl8sc37mToV788INYw9vaKiRFRUYDXFYm2YamJgHJyeUQi5VDVVXf5oDa2FQQUEpRUYzmwceH4Ve/eiXWZL140UTa2nk0dCjTD/36VRFQSiEhbZSRwSOglKyspE3nCxY0ElBFJ09Kavnl5OoIqKOWFvEzd+/eQkAz7drFJaCZJk8Wa0I63ldYGI+AKurevVaqv1VUCgkooOJi5lk/fmwiIJ1sbHJIKBTSpk2MtnvuXMZi8OlTA3l6ppOra5aoj4mIzp1jHCnd3SWdUIVCIX3/fQr17ZtIu3aJNdSvXlUTEETq6qFUUiJu8+TJqaShEUo//ZQpUc+vv2YQ4E+2tmEic2ZISA3168dYhp4+Zfrxl18SSEbmGU2eHEV1ddJWpYKCJlJTe0AODi/p7du/Rxvx8XlPwG26ckXa1EpENHDgKwIu0aNHuRLH29r4BJwjDue86FksLG4RcI6yshgrxcWL6QRcohkzAtqfKZksLM6SqekDibo6KBzZ2WItlZubHwG36cMHxirWv38gAQ/o+XNxPxcXt4i0x19qqQ4cyCTgKY0YEdbpMwmFQho//jMBT8nJyZ/q63kkEAjop58YjbaioqRGm4jo8eNS8vEJI+AteXl9pjNn8qh/f8ZJytExkNLSmLZnZDTS8OFiSsjw4eH0/HnZ/7MDIhFRZWUbbd+eQcbG72nJkm9HBvp/ET+/GnJyiiYPD4YisnZtCKWnS9OU/koSElpIVTWVgGQ6eDCdliz5kbS0HAnYRlOnXqEjR3aSoaE+3brlR/37Mxz+kSNvkL29Pb14cVNCO3rq1BsyNd1PwFYpDnZ4uJgi8rUGW0NjF3XrdvSbTo47djz5U4oIo8GO/FMN9pAhZyU02EOHnqWvKSIVFWnUvz+jFR816jzl5SWLaB6DBl0j4CCZmm4lS0tzEZ85JaWSgL1kYXH6T8fOtWvvSEVlLmlrTyFd3Y1kYXGMrK1/ImvrngTIEoezh7p1u0AtLdLzxcuXWQTspaFD7xIR45zo6Hiddu2KkCjX0sKjWbMCSVPzBpWWNlN6egoZGxvSpUvHpPpm2LDbEtpr4BipqZ3utO337+cRm81E89m4MUbKEXHChFCysnpGXbq8oNLSFvrppwjq18+PcnIa6fLlLAKuk57efaqslHbCDQysElmcUlIkaaCJiQ2kpeVPvXuH0ZIlKSIKy6lThQT4k6ZmoIgeRkSUldVMurphBATRvHlimmUHzRNIJkvLDCov51J2dpto3J89y1BMamv5pK+fRkAyXbpU3V5nG3E4jFU7Pb31/zTZ/y8yZIgxWlsFiIysBBEhJCQC/fr9c9ke/0pGjtSBlZUsnj4txa1bJVLnExIa4eKiCg8P9U6uZjTdp0+XQltbBvv3W8DMTKxdEQgIc+dmo6iIBw8PFaxZI44HHRTUgB9/zIFQCGzfboK5czuPlSkUEhYsyMHRo2VQVpbBixddMWmSDrhcIcaPz8CVK1Xw8tJAYKATGhsJ33+fjvJyPkaM0MLZszZYu9YS4eFcDBiQgro6Pk6cqMCTJ3XIzeXi3j1LaGt3rp3fv78asrIsmJvL4OJFI7BYLFy40ITQUC6KiljYs0e6vUeOMBqB5ctVoK0tqYl5+bIFpaUC2NnJwtNTrOEOCuIhOVmIsjI5dO8ujydPGK3cd98pSKRZfvyYC4AFe3t5yMoyx9PSCHp6bIwdK07OERXFhbIyC926yUJPT7INQUGt4HIBFxc5CU3yl1JXJ0RmpgByckC3brIgIiQmMglknJzEmoi0NEJVlTxsbBgNSXExk0nGwICD6mqCl5c83NykNRdcLqNhlZeXDLouJ9dxXnxMQ4PVXpb5XVYmrZ11dGSeIzVVIJEsSUaGBQ8PptLAQCatraenIrp1k4OxMQcpKVxMn85op+7fb0BLixAeHsqormYjIqINz583iOqaPl0Lw4apIymJh9BQcSIpFouFRYuMEB7ehkOHytHYyPTBsGGamD/fAPr6yti0SfxNHT9uCS0teZw9W4l798Ta6D17rDBkiCbk5GSwbh2TMMLNTQMTJzLxzefPT0NFBRf793fFgAF6uHOnDDt3Zkn1hYmJErZvd0ZKigw2bsz+S202AEyZwmjj79zp3JLVu7cOACAqStLKIyfHgawsGwIBoa2Nee6OeLsdyY2Ki5m+MjZmxkh9PfNytbUlLTza2sx7qqwUpx92cGDeTUoKE0PW0ZGx3iQlid+LoaECHB1V0dwsQFhYjej47NkmkJdn49WrcuTkSGrgAea9XbrkDHd3TbDZbPzwQwJYLBZOneqOH34whVAIbNqUjpAQcZ1jxujj8GEHGBkp4NOnWhw4UIi1a61gb6+MpKRGeHqG4dGjUtjYKOPFC1c8ftwHY8ca4NWrKowaFQUfn3B8+lQt1ZZ/RbS15bBpkw0KCwfg+PF/LYX9X0lMTCNGj07C4MFJSExsRm0tH+/fO2LhQkNRrN+/KwUFXIwZU4CGBiGmTFHDihU2OH78LH766ScAAtTU1GD27MmYNWsZpk9/j8DAXCxc2AsPH06Gj08/XLp0C0IhM5Zu3WISzbS1CbBjh4tEHOz09DqMHfsepqbK8PExEGmwO+Jg19by0Lu3tkSq9Hv3cgAwmRyXLJHsw6YmPpYsCUVyci0MDRXbNdiS615NTRvmzPkkyuR4+HBfCQ32mzfFmD7dShQHm4iweXM0/P1LoaMjj127ekFNjdHUBgfXo62NBTm5VpiafkJ4eBh69OgNALC11cTo0Q7IzW3Dhw+F+JbMmDEQ+fkHcfnyFJw71x3m5m0QCCywbds1PH4cAoGADYAFBQXpHASGhioYMMACHA7zvba1CZCUVI3du6NQVCTWbsvLc1BW1gpHRw1s3BgNW1t73LhxGb/9tgdtbZIpw1tapDOKDRpkKnXszZsyzJsXCycndezY0R07dzqD1Z6Ig4iwaFEM7t8vhoyMLPz8fBAYWIGzZ7MRE1ODwsJm7N6dCAA4eNBFaj4RCAj792cDANats4a9vdhqW1fHx/ffx6O6mg8bGyUcPdoFbDYL4eH1WLIko71OG0yYYNjeJ0KMGZMKQ0M5TJqkjTNnbETtPH26BrGxrVBRYePZM1Noa8tgw4YKNDQIMX68KubP1wAAHD9eg7IyATw8FDF7tkb7PaogEADTp6vD1vY/Y5H6lvzXgWxPT320tAhQUcHH588FyMjIwaBBI/+3myUhS5aYAwBOnMiTWpifPatEdHQDevaUzvpGRPjppyz4+9fB01MVP/0kmfRky5YSpKXx0LOnEm7fthFN1gkJLRg1Khu6uvL49VcD/PZb58lYmAmqEBcuVEBRkY1z56wxaJAGhELCokW5eP26Djo6MjhxwhJychxs21aExkYhpk3TxoED5sjObsOCBcykum+fGUpKeLh2jVnozp83g6Vl54ki4uPbsHVrNUJCuLhyxRiamhxUVQlw4wYDGo4c0YC6uuRQjY3l4/FjwNdXCStWSPfVu3cEFxcF/PCDqugjZfqXmaTGj5cHi8XCp08y8PRUxfffK0tcn5jIAN+xYxlAUl5OuHZNDnV1GhgwQP6L+whRWamMYcOkN0XBwSzY22tg3Djp7JIdkpIiQL9+cvDxkYOsLAsVFULY2Slj8GBlGBuLgXleHrMIWlhwIBAIoaHBhoEBG4aGbFRWEj59EqKyUjp7kY4OC97eHKh8xVbx8pKFt7csWlvF469LFzZcXdlQUGDB21tGatMAACoqLPTvrwxFRRXk5Ejeb9gwRXh5KSIxkamTw2GhZ095BAS04uXLZtjZyWPyZDXY2cnj5csmsFgs0cR4+XKdqB5FRTacnZVQVyfEiROSYHPAAFW4uSmjqkqAy5fF51avNkZ2Ng8XL1YhIYHZOOnqymHtWiZZ0K+/5olAuZwcGwcO2CAtrQ2nTpUiIoIBkr/8YgJfXw2oqcng0KEiyMiwsWuXHQDgyJFcZGRIA8gffzSHjo4cPn+uR2BgrdT5r2X8eBO4uemhtlYGjY18qfO9eumgb199NDZKXzt4sDm8vMxEVBlXV2O4u5uJxreSkgI8PIyhr9+RyImFXr30YGsraR51cdFE375aqKgQ77CcnTXRp482Kir47e3QhIeHDqqqeBLXjh1rAC8vbYSFiZ9VR0ceixaZo18/TZw+nStRvqCgBatXp0JRkY0LF3ogJ6cV9++X4uDBHLDZLJw71wM//2yJoKA6jBgRieho8Tjo2VMN4eF90KOHCgwM5DBtWhKOHXPExIkGsLVVwvffx2DVqlTw+YQxYwxw65YLDh2yh7a2LD59qsG6dWnw8AjFnTsl4PH+fvbc/5QQEfz9azFiRDJcXOKQn8+Figobv/9ujshIZwwYoPEv15mXx0X//tlQVwcGD1bCxYuGovEwZMhoAHJ49y4Ijx5F4+xZFoRCBaiqlmLz5l6Qk+Ng//4jKCoqxa+/bsbduwxFhAhYsMAOS5aIaR3p6XXttIwWqKnJ4uZNbxHAPngwUZTJ8cABV4lMjsHB5Th0yLVTisjkyf54/DgftrZq36SIjB37Hrm5DejdW1uUyTErqx4TJviLMjnu3dtHBLB3747Hgwe5sLNTx9Wr3jAzYya+2NhELFrkh0+fgF69WPD3fwldXXGiFw6H3Z5inIW9e6P+tM81NTUxatQYjBkzCd7eXcBisZCbW4+6OgUoKsqgd+/OE8hYWqrjw4dCvH9fAD5fiAEDTPH999bg8QS4ezdTVI7ZgPZDVFQVLlzIwPv3xfDxGYKuXe1w69YjiTpv3HDBuHGS9xs8WBJkx8fXYeLEcNTV8TFsmBl++62bxPnr1wtw4UIeFBU5uHnTFTIyMjh9mlEqHDzojBcvylBeDsycaYXp0y2knuvBg1K8eFGBYcN0sG6dJDX30KEc5Oa2oFs3FZw/3xVsNhsNDXxMnZqOvn3VsWqVKebONRSV37IlH4mJzWhuFuLiRTHlNDa2FcuXlyEri4vr143g6CiPq1cb8eABF4MHq+DMGSYhXVmZALt28dG7tzqOHtUHi8VCfb0Qr15x4OamirVr/2GqCPDfRxdhTChPicW6TlZW52jcuEn0/zdpaeFT377B1L9/mITJtqaGSxzOO+Jw3lFNjbS56erVUgKCSE0tlPLzJWkiDx5UExBFbHYU+fmJTfl5eW1kZBRPQBSNH5/1px7x27YVk4pKNLm4JEjUsXp1AZmZxZO9fSxFRTVSa6uAXF1TCIikOXOY+LF8vpD69k0hD49kmjUrkwQCAQ0YkEVALK1cWSh1rw76AZ8vJA+PfALSafFiMYVl1aoaAgpo1qzOY/vOmdNAQBUtXy6dGKS2Vkjy8s3EYjVTYaHYrC0UEpmZCalr1zYKD+dTSYmQgGZSUGimpibxPSoqBMRi1ZGGRi01NDDXX7/OI6CZhgyR7PdBg+oIqKJ796SdTPr3bySgjh4//rYD6+nTTL1z5jDXf/rEJaCKeveWpGMsXFhH5ubldPduC1VWCggoJQ2Nsva2tRJQRVOmSEdrmTSJ6adbtyTbbWzMJYBLBQXi5545kwggOnKE+VdfX1z+S3rPkCE8Arj09KmkY8v790zbXV3Fbb95s56AdBo4kKEu7d9fTUA6TZrEmAfLy7nk7Z1DGhqpVFoqpk/l5rYRmx1H5ubJVFoq2X+vX9dSt26ppK+fJOHouXRpPrFYUbRwodgBlc8XkpdXEvn6ptKOHZIOwmvW5BAQRNOnp4lMmKmpTSQvH0wsVhDFxjJja86cOPLyCqfly9Ok+peIaPPmTHJ2DqVffpEOZ9WZdITo7CzZVExMLQFPydHRX+qcjQ2TWCctjXnPlpb+BLykzMzG9udJJ8CP9uzJISIiP78ksrC4T05Oko6WHTSNo0fFtITnz8sIeEkDB4YTEVFwcDUBL8nZ+ZPEtS9eMOX69AmWOB4eXk3AU9LQeCWKRS4UCqlbt08EvKQjR5g2PXxYQsBL6tYtkD58YJ6fxxPQ+PFRBLwkB4cASk6WdIiur+fSqFHRBPiRvPx7unmziA4fzhbFxR44MJwKCsSUsLo6Lm3fnkHm5h+ow6HK2Pg97dyZQUlJfz9ax/+UVFRw6Y8/imnChBTqiPOrqBhC27blSdCbiKRpdH8mycktZGKSTEAcubhIhtUkInr9OpOAnQQsI2VlhlIxZMgZ6tmzB/Xp01NUrra2miwtxxCHs4m6dj3cKUVk6NBznVJEOsL0rVx5X8LJUUaGiQP9rTB9Y8depL/r5GhtfZASE2Mlooh0736UfH1Piygi1dXptGrVfQK2Eoezja5efd8eEi+QPD37kqGhFcnIXCUW6zrl5XWeTKqqqoU0NM5Qr1636PXrv/cO1q9/QBYWO2jv3hBaufIjAQdox47OHZuJiCwszhFwkBITGXpUZGQZKSmdIS2tC6LoPx2ye3cceXq+Ji+vd+2Uq1F0+PAOqb4qL08lXd0/CDhKwDGKixNTr2pquDRlSgQBD2jy5HCpaCNJSfWkqPia3NwC6NYtxhl82rQEAt7SDz9EU2FhEykqPibgAUVESEdFEwqF1KMH842fOiXp+P/hQyUBL8nWNoBSU8V9vnw5kzehT59YCWfp+PgmcnWNJTY7iEJCxI76LS186to1k750rK+vF7TTQXPo2jXxurdxYwMBpTRmTI3o2PnzzQSUkre3uP34P7rIvy8CgQDl5YcgK6uC7GxXlJVtxqlTXJHZ/P8PoqDAgY6OHPz9qxEZKU7x+fp1Bdzd1TB5sh40NCTNTVlZLVi6NAM+Pqo4dswSpqZibWpSUgsOHWKcjvbtM8agQYxWtbpagGnTiqCmxoG3twquX7eQoER8KRcuVGLLlhI0NxN++01cx/nzldi/vxzFxTwcO2YBFxdl/PJLISIimmFuLo8DB8wgJ8fGyZMVCA9vRk4OH8eOWeD+/Xp8+NDYbtLR7/SeAHD1aitKS+Xg46OEPXsYU3lhIR/HjzOqvGXLVCQ00QBQUSFEZKQALBawbJm0dvzxYwHa2gAfHzaMjcVDPDYWyM9noaZGDr17c/D6NaPZHDCADSUl8T3evROACOjdWwYqKsz1iYks9OnDxogRYu0unw9wuWyoqbHg6SlJg+HzCfHxjPbM3b1zqggApKQwZeztmftnZDC/bW0lr4mMZCMvTx4mJjKoqGDK6OoybWttBVxdZWFjI30fPp8Z9zIykn3YQQlpbRUfU203CLRbjlFVBXTGgLC1ZYHFAnJzJU/26sXcPzZWIPrehgxRgpubAvh8QnOzEBMnMpqlFy+a0NwsgK6uLDQ0OKitFeL2bfG3YG4uhx9/1EF+PuHixTqJ+wwZogZZWTbKyvi4eFFMCdi0yQDduinj9OlaBAczWmcOh4Vdu8zw8WMb9u6tQHm5WHu8ebMpfH01cONGjYhOYmenhIULDUAErF+f117OBsHBzTh5sgSlpZLmWgD46SdjxMc34sSJQlRVSTs0fi0DBjAOsh8+SNMZzMwYKlJeXrOUlUtLi5kTOu6hrs6Mubo6fqe/tbSY36Wlkm2ys2PeQVqaWDPftStzLDmZ+e6cnMS/v9QC+/hoQU6OhcjIOlRWiut1ddWEu7smamt5uHGjCACjkdu1i0lLvXlzBkpLWzFunAH27u2ClJRGTJ0ai+LiVsjIsHHzpjOmTjVEQwMfQ4ZEIj9f7FypqiqLhw+74+efjdHWJsSZM8VoagL8/V1hZCSPlhZCjx4RopTMamqy2LTJBomJXjhxoitsbZXA5xM2bcqAo2MQHB0/YcuWdISEVHfqKPmvChHh3r1yeHnF4O5dpg2VlTzcuVOBMWNSYGj4GUuWZCMurgm6ujLYts0U+fm9sXmzGQwMpClef0du367FqFG5aG4WwMNDCR8+WElR8VpaOsY6Gy0tTL9cveqD169vIiMjGwUFjNXx8eM85Ob2hEDAQVtbJLp1q0JhIUO76tBgv3lThFmzrEUUkaCgUkyd+lGkwd6wobtIg71wYSicnbW+6eQ4ebI/AgNL0aePzjc12DNmBKK5mQ9ra1U8fToIxsbKXzg5tkBFRRbXrnmLNNi//x6PV68KweGwcO6cB0aPNkNiYiqGDp2MgQN9sWfPO/TqZYwZM6xgZiZptewQLS0F7NvXD1FRxZgz5w0qKpo7LfelpKRUASDY2GiiuroVAAsGBt92ch8wwBKWlrrIyGDmOhcXXejpKaG6ug0xMZUSZVescER2dhs+farEvXu5ePcuEMOGDZCq89ixFNTUVENDIxsrVmiie3edL+pIwe3blRgzxgSXL/cCmy1eB/h8IebMSUBLixBdu2piyhRTBATU4ObNUigocLBpkz0uXy6EvDwb48cboU8faS1wQEA12tqEMDSUx5w5xhJ1L1uWDACYNcsIdnZMnyckNOL+/SpwOMDZs9aQkRGvz5s3lyAigo+VK03h5iYeEzt31kBLSwYuLgrYv5+hjV661AgWC+jXTx7TpjF1NzcTgoIYy9uaNWLH08ePmTl79mwxzfOflP86kH369BXIyzfhzZv+6N9fBUlJRli0qBX29o24epX7/wuzIQC4uDCDKDpaDCxu3izBp0+VEgMMAHg8IaZPT0ZdHR+6uhzMmiXmJ1dW8jF6dBZCQpqwerUefv2VOdfaKsSYMQUIDm6FiooCHj+2hIJC56/77dsG3LjB8CFPnDDFuHEMCAgObsSlS4xJ/uRJMwwerI7Hj2sRGdkMIyNZ3L/PcKxLSri4cKFKdL2iIgvXr9fA0lIWu3cbiBb7r6WtjbB5cyOysoD587Wgqsq079w5LuzsZDFpkiJ69ZJehK5cESAxURazZinBykoaWAYEsOHtLYPp0yXPffzIcJFHjwbYbOD1aw7s7OQxfrzkhiY5GbCzY2PwYHG7b97k4PNnefj6io8lJQGBgSrQ1taAgQH7qzpYqKtTgbe3sggMdyZcLhvu7hx07cqUKS2VRe/eKnBxkeSNFRczgMvYmI2qKkKvXrLo1k22/RogIoIgEEhvoAwNZeDtLQ9FRclzLi4ceHpy8CXFz9QU8PICZGWB/v0BV1d0SluwsxOAw2lBaqokeFNXZ+P772VgZwckJDCTnbY2B21thICAVoSGtsLcXBbTpqlAXZ0tit4ycyazoXvzRvJmY8eqgYiFM2dqIRCIASeLxcLGjcw4f/26EUymaEBXVxZjxjB1bd5cJirv5aWCkSNV0dgoxOHD4kgmysocTJnCLEhbtxaK7rFxoymcnZVRWytATEwTLC2V8N13OuDxCGfPSvtRGBsrYPBgbfB4JAJZfyY+PhpwdVVDTk6L1DlNTVn4+urA1VUbdXWSVI0ePTTh4aGLxkZmDuvVSwP9+mmiro7ZLJqZKcDHRwMA8xzq6rLo2VMFNjaKaG0VczednFTh5aUjscEyN1eEt7cWbG2VUVPDg5qaLMaNM0CfPlpISRGDcWVlGcyZY4K+fbXw4oW4LwFg7VpbODlp4fffC0TgddQoPUyebIBu3dSwZg1jEv/1V0t4eWmhrIyLyZNjweMJISfHxvnz3WBhoYTCwlYMGfIZFRXiwbl9exZ4PD5OnrRDQEAtfvstC+fPl+DzZ3eoqcmhupqHcePisXhxioiGo6Iig8mTDVFTw4O7uwa+/14fmpqySE5uxNmzBfDwCIeGxjsMHhyBbdsy8PhxGbKymiXG2l9JWFgdPD1jMGlSMoKC6rB+fQ569YqFnl4EVqzIwdOn1SAiDB+uiW3bzFBQwIBrHR1pzu7fkfp6PubMKcDUqfnIzuZizhwtvHljBXV1ybnuxx9n4qefPAFUQ11dA+fOeeDKFS/Iy3MgJyeHwYN9sGfPDggEAnz6lA8iYNs2b0ycqIuTJy/B3X0Enj+Pwdix70UROvbs6S2iiEyc+BHOzlqYPdtGxMG+epWhiADA2LHmUgC7sZGHyZP9ERxcDnl5Dk6edPsmRSQkpBwqKjJ48mQgjIyUkJlZj4ULQ8HjCeHuroe7d/tDRUVWRBHZty8ReXmNuHjRE+PGmaOmphbffz8Hu3Ztxdatv+PZsyqEhzehb9/OqRwd8sMPTvD2NkZpaRMWL/7wp34WfL4AbDYLioqy8PFhaFvGxipSnOUvRVlZHjk5jcjOZihqLBYLAwcaw9ZWHXFxzBrK5QoQFFSGoqImrFtnDwA4dSoNQiFBW1syglVKSi327UsAny/E8OEc1NW9Fp17/rwcly8XQUGBjb17u0JBQXKM3LhRjIKCFpiaKuDgQXsQEc6cyYeNjSLWr7eAigoHu3bloK1NDlu2SL7LDjl2LA+pqU345Rdzifrv3CmHtjbjQ7RqlaXo+KpVeaiu5rXPseLNSHx8Mx4/roOCAhu//iqmj6SlcbFvXw2Cgrg4flwfSkps1NUJsWlTAyoqgP37NUUbh0ePCAEBKhg2TB3u7h00T+DtW3X06qWB8eOZNfXEiW++nv+M/FMq8//0HwAKD39NWlqalJLCxHBkUiZzycGhgYA6srKqJ2vrCjpzpkkiqsL/hly7VkhOToG0fDnjtV5V1Uaysq+IzX4pFfN1795c0tT8RKamIRKxs9vaBOTjk0ZAFPXunSIynQsEQlq+vJQ6YkF/GSP6a0lKaiE1tQQCYmn3bnEEj8pKXrspMpa2bCkWHdPXjyMgig4fFpvef/ghnzicWFq4kDE3nT9fRUAcOTikdBo7t0MuXmwmDqeUevSoFJmxSksFJC9fR0AtJSRIR18RCoVkZ8dEwXjyRDpiR309kZwcEYtFVPpV+PB+/YgUFYmePycSCIi0tRlaRIZkzheytWWOh4czbcrJYX5raBB9mUD09Gnm+LRp0s92+TJzbvz4bz4+ERHZ2DDlEtsTgc6Ywfy+eFFchscTkLt7Ezk5NRCXK6QHD/gENNOYMcw4Wb26hYA6+v136Ti+I0a0EtBMz55J9lWPHsx9oqPFx3bsYI6tX09kYMD8v0g6gzs9fMgloI5GjpSO4zt5cg0BpXThgth8/+uvTNztjRsZM+bOnVUEpNP8+cwLam7mk4tLLgFplJkpNp8LBEKyssqg7t2z6M0bSROvQCAkX98cApLp9m2xabG6mkc6Oonk7Z1JISHi9sXENJG7eyZpaqZSebl4XLW1CcjSMob69k2kx49rRMeXL88lIIx+/JGhVLx/X01ubrHUvXtcp/Sl69eLydMzkmbOTJHusK+ksLCFAD/S0vrYaV2mpoEE+FFOjmT87QkT4gjwozt3mH77/vtYAvzo7l3m98OHZQT40ejRMaJrLCw+EeAnisZBRJSd3UyAHxkYBEjU35HEpyOxz+TJiQT409mzkoPg1KkC6ogr/qXw+UKysWESad24IZ5LMjObSEGBSWvs78+YbEtLW8nKyp88PUNo7Voxzaamhkvdun2inj2DyNc3jBobeZSd3UQKCq8JeElTpsTQvXulpKTE1DdnTgKVl7fSkSN5JCf3jjw9w8nS0l9ERblxo0hEGWGzX9KcOXG0e3cWbd2aRra2H0Xn1NXfEpP51o/k5N5R164hNGlSAk2fnkSLFqXR+vVZtG9fHq1dm0lublFkYxNKqqqBJJ3l9iMBQSQvH0wDBybQ+fMlVFr67Uyzf1daWwV0/HgFWVmlkJpaAikqxtPp05XfjISxdes6AkBbtuyloqIkEbXg2rV3lJ2dSGlpodS7dw9avnwh8fkCevZMkgo1Z85yUlLaRH36HP9mJsfZs6+LkrscOfKK7OwOkarqrm9SRHx9T1OPHsf+lCLSQSP5MtHM58/iRDNjxlyQoIhs3/5ERBG5ePGdqK4VKxbS7NlTiIiJha+q+pKAp5Sb+9exx/Pz68nN7RYZGp6nS5eSv1muvr6NgJOkrHyWiIi8vR8RcJL8/aXpkR1y8GAsASdpyRJx3PqzZ1MJuERTp34kIqJVqyIIuEQbN0ZRSwuf3NzekqLiLerRYzCdP39Yos8WLLhFurq/0+zZ1yk5OYg0NNSptraaGht55On5jrp3D6CDB6UjGdXUcElT048UFF7RkyfM/PHyZTkBL0lPz48aGni0cycTv3r48M4jnZWWtpKMzCvicF5RSYl47eHzhdSlSxgB/nT5sjhqyPv3NdRBd62slMQkK1YUU58+qbRsmWQW3ZkzSwhIp3nzxIv57t1MlC9fX8kcH4MHMzTGU6fEa13HOjx0KPO7spL5jf+ji/x7smjRGvz222rY2zMe0SwWC+PHyyIhQRlXriigWzdCVpYACxY0wNKyEkePNqKiQto7958QNTUZJCY2IjOTMUndv1+Obt3UMW+eKfT1xVrMgIBarFuXAwUFNm7ccICmplgDsnx5IbhcISwt5fDkiZUoRvLatZU4erQOQ4Yo49UrU4kY0V9KZSUf33+fh/p6IcaP18DatQytQygUYu7cAhQW8tCvnzI2bmR2/7t3l6KsjA9vbxUsW8ZoEuPjW3DpUg1YLBZ+/VUPfD5hzx5Gm7dxo76EOehL4fEImza1wtBQFjt3Kot2o8ePc9HWBnz3nSycnKQ14OHhgKYmCyYmLIwYIV3369dMxAx3d0D/C5ZKTQ0QEcFQPHx8gPh4oKkJMDcHrK3F5crLgYwMQEkJ6NmTaVNkJHPN+PEA5wtlQH4+0KsXc6+vJSuLoWT07Nnp4wNg2pKby/zfqt1fpOO3hYW4XEUFCyEhsigrYyKdVFYy2hUdHaZ9AoEcHB2VoKcn/Z4F7cNb5quulG0vyvtCWarcbkVtagLUGYUw6ushJRYWbKiooFMKVo8eTMVxceKKBw5UgqenAtLSmGOjRjE3Cg1thVBIUFTkwMFBHgAL9+6JtdlsNgs//6yD+Hg2Tp+WdDpks1mYMoVp5MGDVSKNk6amDBYs0EFgIBcHDojpGM7OStDUlENNjRAnT9aIjsvJsfHrr8YIDxfg0CGxI+XPPzPj+8aNKjQ08OHrq4H8fAHi41sQHi6t3h8xQhehoa24data5Jj4LTEykoeaGgfV1TyUl0vTS9TUmJf1dT0qKszga2hgjndECelwTuyI41xcLNYAW1oyJtLcXLHa2txcAYqKbJSWclFdLX5P3bszmqWEBOb53NyY/g0NlRwE48frgcNhwc+vWoIywuGwsHatBVgs4OHDcgiFzDuxtlbChg0WAIBdu3LB5Qqhry+PK1e6IzS0Dnv3ZuPVK0YrrqEhi9eve6GhgY+PH6sxaVIsTEwU8Pp1b6iqcnDnTgk+fqzCu3cuGD1aG5cvF8DNLQxDh2ohOrovGhu5yMlpwYABEVi0KAkjRugiMdETc+YYg8NhITOzBRs2ZOPcuTJ8/70RPnzoi3v3nLFmjRUGDtSGiYk8uFxCcnITPn6sw40b5Th5shh79uTj6dNK7N1bgNDQemRmtqKhQXrtMDSUxdu3jqip6Yt375wwb54B9PX/PUoIANTXC3D2bBW6dEnD0qXF7bkENBAZaYsFC7SlqHQdsmXLHmzfvgFXr55AVFS0aMH/7bc49O//DMrKqrh16wxu3LiLjx9fY9SoLqJrU1Mr8eyZAZqbOZCVBW7cYJwcAcaqSkQiDTaHwxY5Oaal1WPTph7fpIh8/FiKmpo2PH068Jsa7GfP8jF8uLHIyTEzsx5LloShpKQFHh56OHHCXcLJcfPmGLi76+LcOQ+MG2cuqu/jx2DMnj0bAJCY2ABdXUUMH64Pc/O/jj1uaqqKn392RklJM1auDEJ5eee0kQ4ldwe9rraW+RY0NL4dvcLeXgfa2nrIyBCPne7dGRpGcnItAMDXl1lv/f0Z2oaVlRJaWgTo1+8nbN26H01NTHsSEqpx5kwa2toE2LSpBwwN9eHt3Q+XL5/Fvn3JCAoqBYfThGXLzCXawOdzsW9fFmpqeOjXTxOjRzNz3a5djLPjqlVWUFBgIyKiDubmCli50qLTZ3n6tAJ9+qhjzBg9GBiIn/nx40qkp7fAwkIB06frt/cV4caNShgYyGLNGmNoa4vXqqIiHo4fr0V0tBArVogX7YCANty8yUP//sr4/XfG4sjjEUJCBLC2lsGGDWJNeEkJgccDtLWByZPFuODzZ8ZqPXo08zsi4puv5j8m/1Ugm8PRxtKlqzs5zsKsWXK4f18Vt26po0cPGZSWCnH2bD309ArAYuXi8OE6CIVCtLURCgv5iIlpQ1BQK9ra/jNc7o5A7S0tzBd67VopoqOb4Okp5j1VV/MwY0YKiIB58wzh5aUhOnf+fCVOn65EVFQLbt+2hJERM5GfPFmLAwdqISPDwpo1OujWrXPTFY9HmDixFHJysujfXxlXr5qKgO7p07UoLSVYWcnh9m0zyMqyEBLShMOHq+DtrYqLF81FZS9cqIaZmSx+/lkbtrbyePGiAZqashg0SAWTJ2t0em8AuHuXi6IigqoqGyNGyLf3BZNUpV8/Dlav7nxhunaNhbAweUyZIi/FMwaAt28ZmsPUqZLHP30CbGwAT09ARQV4/x4QCIHvvwe+XKeiowFvb2DkSDEQDQoCAgIAS0vJOl++BKKiAGdn6XaGhABtbUD37t/sAhQWMgB9xAhAsZ0u1tAAODpKguySdoaCUXtQmNZWFtzdObCyYrfXw0ZSkkyndCBDQzbc3DhSIfxsbIDevcUgHAC0tAg+PkKoqQnRrRsfPXty0dAgTa8yNSU0NtYjIqJW6lzPnhzY2wskEpb07auAoKBWPH/eBC6X0L27HLy8FJCUxEV8PLMwTZigAgUFFuLiJEHnjBkq4HCAZ8+aUVoqCTpnzlSHiYkMlJTYiIwUg8jFi7UgKws8ftyAnBxxfatXM9/W8+eNEqGvZs3SgrIyG4GBTUhKYuqxs1PEjBk6MDVVxIMHdWCzWZg8WRsA8PSp9HNrasrAzU0NfD7h3bs6qfNfCovFQv/+ujA3V0NOjjTH28VFE56eOmhslJx7zM2V4eKiCR6PeZdWVspwdtZEU/v+w8BADh4e2tDSEnMPXV3V0aePBkpKxP3AZrMwbpwePDw0kZoqBhDu7hrw9tZEXl5HCEZ1eHtrICtL8p3o6srhxx9NYGqqivv3JaO/zJxpiL59NfDgQTWePxefW7PGAuPG6cHfvx7HjhW216+FHTsYzva6dWkoKmL63shIES9e9IaOjixevqzA1q2Z8PbWwvv3rhg0SBcnThRj584cHDrUBT17qiErqxnu7mEoK+MiIsId27fbQlaWhaSkRjg4hCI+vgkXL3ZDTo4vRo7Ug5WVIoqK2rB3bx5Wr87C+vX5qK4mbN5shZwcDzQ0+CI62hUXL9rh6lV7HD9ugx07LDBxoh62bzfH7Nn6mDVLHxMm6KJHD0l+r6oqB4MHa0BR8dt+GB0iFBLOnKmAu3sawsPFm8jWVgGePKnDpEl50NdPxokTVcjP58HRUR4PH5rjzBljdO36bUpCh2zatAsbNqzG2rU70Lv3YLx44QcrK2WUlhIWL47Ctm056NlzLcaO3YwTJw6JrqupaQGXSzA1bUNx8WEUFOSJzg0aZIT374eJKCKtrQIcO8Zwb3fudMGPP9pJtKGpiY916z4jOLgchoaKePBggFSYvupqBmDHx9fAwkIVBw64igD2d9+9Q2pqLcaNM8edO+Iwfbt2xeHAgURwOCzMn28nAbABgM/nQ1GRAdQJCY3Izm6Bqurfp+jMmGGHwYNNUVfXhtOnUzot09zMbFA7uO8mJipwcNCEisq372NtrYqqKj5SU8WhMe3t1WBnpyYKvenlpQ9ra1Voa8uByxVg2DBm4mexzODu3gcHDpwEAJw9mw4AmDbNSkRRmTt3Kk6duoeDB5k2HznigoiIAOzbtwPr16/Arl2bYWDQBXv2PIKODgt79jDRUSIi6tDcTPDw0MTChWZ486YST5+WQ06Ojf79O4/Icf58MUJDmzB1qmS0smvXKuDlpYHVq01FSragoAZcvFgFoZCDpUslKTunTtWAzwfGjVOFhYV43d+2rR4CAQu+virQ0WG+pxcveHj+nCAnp4CBA8XA/skTFj5+lIG7uww0NZn5USgEbt0DlNSAIUOYcqlZgLc0rf0/K/+Uyvw//QeA9uwRpyv9MxEKhfThQyuNHFlKQM6f/m3fXvO36vxX5datQlJSekELF8ZRZmYjsdl+pKT0XuSZT0Q0Y0YyeXtHk5tblER644iIRrK0ZFKUX7wojlDw8mUDubnlkoJCBl26VEd/JpMmFROQToaGWVRYKL5nWlorKSqmEJBMd+/WEhFjmnd1TScgjn77TWwGjotrJiCOlJXjqbiYMYkOH55HQDIdOiQdOeFL+fHHdLK2TqGzZ8WB7S9dYiJt9O4tHeyeiIjLJdLVlaY5dAifT6StQwQWUcpXVvuffmKO797N/B79HfP7yhXJcps3M/WvWSM+5unJHHv1SnysrY1IVpahpTRIB/UQ0S2yO885QkREHz4wZTw8xM/HZjN1cr+wpr15IyQvLz7Nm8eYwVasYK7bv585P3Qo8/v5c+l7eHkxJrSPHyVpO+7uzDWfvggecemSgAAuzZrFI29vhmbi78/cs6ioiIrauSNCoZDk5QsIKBBFX+mQrCwuATlkZCRp9rO3zyEgncLDmXf7ww+lBKTT3r0MfaC5WUDa2kxSn/x8SZrQpEll5OlZTKdOSY/pX39l0rwvWCCZtn7+/CLy8cmh3bvFnvZMYqRcAuLo1q0aifJLlhSSt3emRASSkyfLCYii775jUlIHB9eRrW0M2djESLWDiOjgwULq0yee1q3L6/T8lzJmTDIBQXT/vnQSmyFDUggIo1evJNu4YUMuAUG0fTvTt/v3FxIQRCtWMIOspUVAQBDJygaTUCikoqIi2ryZSbCzaZPkQJw5M1mKCvLxYw0B/tS7dyQRMWb2jjTEX6cUv3q1jIAg8vSMl2r/kSMFBPhTnz6REnSGly8rCfAnFZVAKi5m6hMIhPTDD/GkqvqeBg2Kkoh+EBZWQwMGRBDgRzt2MLSd2Nh60tb+SIAfffddLFVUtNLYsVHk4xNBHI4/nTjBmOoTE+upf/9IAvwI8KMBAyIpIYH5UIVCIX36VEOLFqWQsXGwBN3D0zOWRo1Kov37Cykiop54vL+mFcbE1NOsWckkK/uRhg2L+8vyREQJCc3k7p5KQBQBUTR2bCZt2FBII0eGUt++nwiIE/35+mbS06d1fxoZ6s+Ez+fT27fPCQAB5mRtvZZGjrxE3313hczM9pOa2g6ysHCgXbs2ia6JjS2hpiYunTp1hHR0tGjDhuWUlRXRaWrvhIRYOnr01Z8mmhk69Nw3KSLduh0hd/eT36SIeHiclIoi4u5+Qooi8uWfk5M9hYUxk9tvv6UR8JK2bk3/l/otLa2azM3vEZt9g7KzpSf5sLASAk4ScJKys+vI1PQhAdcpN7eTBaFduFwBycreIROTJ9TczMxzPJ6AgEvEZl8WldPUvErAOaqsbKHPnysIuET29g+poCCHtLU1KSjoBXl5XaEePU5QeLg4gU9OTiTJyc2kLl1u0MKFIVRTU0UAaPr08TR69BCysDAlYEb7d7GT5s2bQUKhkObMSSTAj1atYvqoI9rPnj2ZnT5HTg5DOVNW/iBKg05ElJLSREAQqaiEUEOD+PiIEakEhNHmzZIJ8trahOTikkWenjkUGCim8kRGtpKdXQmpqxdSTY14jRk5sp6AKjp0SBIjdKyBX9Is4+KIIENkaslEFiMi+m4aETT/jy7yb8v9+3/t2Q90aJLk8fy5Pvz89OHiIgv2N3tCBOL/RyU3txnNzQIoKnJw+XIRdHRYWLrUBCoqjFnuzp1yXL9ehqioBly5Yi+KeV1Zycf48dmoqeFjwwZ9zJ3LaNcSE1sxeXIRQkObsWmTBubM6Tw2c0ODEJaWObh7l/HOffTICMbGzD35fML69eVoaSHMmKGGiRMZjcOTJw2oqhLA0FAGa9eK07D//jtj4p03TwuGhnIoKuLh7dsmyMmxMGuWuvTN2yU2lgs/v1qoqzdi2jTxzvXsWUYjsGhR546Snz4BXR0Z6kZn2uOICCYihpUVYCepUMG798y/Awcy2tuKcob64eMjWS46mvnXxYX5lwgAi9GAf0n9SE0FPDyBESMhFYO6pgbQ0QEMDBg6yrekgxrSoSEvLmZ230ZGYi06ABQUsPDpEwdCIbObr2j3N9NtfxUCAWBsDGhoSN+jI9mM3FeGgY7x/uXQ7ijD4zF0GQBobu6ohwtue2UsFgs9e8qhe3cZFBVJmszNzWWgoMBCeblA5JAHAGPHqsLeXgHh4YyWdMgQJSgosJCczGiDFBXZ8PFhNLBPn0qaZ6dMUUZQUBvOnZOmacydyzz07dv1IqsQAMyYoY6AgBacPl0joi2wWCwMGcJoHr+MSsLcQwOBgU04f75a9L13OFEGBzeiuVkIV1dVlJfzkZnZJtL2finOzir4/LkZ7993wrH5SgwNmc4uLpaes5SVmZfT1CRpRVBV7aCLMP3aEU2igy6ioMCGqioHPB6hrk4ALpcrGiOFhZLt7dqVecHJyeK+7nBEio9nIoow6dWZecTfX1I7P26cNpSU2IiNbRSlre+QH380hImJPBQUOHj/vlZ0fPhwbXz3nTbU1Dg4erQYAKNV37WrC+TlOXj3rhrHjomT9PTtq4Fly8zBYgGbNmXjxo0S9OihCn//XjA3V0BubhumT0/F9evd4e6uBYEAWLw4A0uWpKNLF2W8e+eCCxccoK0ti4YGAZydI/Hzz+koL+fB01MDJ07YIze3HwIDnbFqlSmcnJQRE9OE589rsHp1Llxd4+HtnQAXl1jMnJmO338vxNOnVfj8uQH5+W1obRW295sqrlxxQHW1B548cZLoCz6fUFnJQ1JSC06eLMdPP+XCwSEJ3bunICRErL1+/LgOu3eXISmpHmVlzRg1ShX79hkgP98e/v7WGD1a7ZuRof5KOBwOBg8eibS0JMTE3IOTUzySknbB11eAfv10UV9PmD17PU6ePA8+n5mDjYxUkZBQhm7dxuLYsbtITCyAq+uwTus3MVHGrFk2EscEAiGmTv0o0mDv3OnyTYpIQkItSkub8fSp2Mnx++/fw9BQER4eehIa7N2743HgQCLCwytx5YqXlAa7Q7S1tVBezjg/l5XxoaWlABOTfy26RJcumvD2NoJQSCLN8Jeyb1+s6P+7dkWL1ugOR+zORFaWDQMDTRQWskRRfzocbb98v0pKzLfe3MyHtjajsW1tFcDExAIbNqzCkiWH8elTHSorZdGli3itzcysBZfrgoyMKvzyiz1UVdVhYKCH+/efIS0tE126dIWi4hQAgKLiMzx8+By1tVzcu8dQPBcsMEZ1NQ9FRTz066eBWbPEEUO+lJcvq+Djo4kZMwxEbQWA2bMZ7fqoUVoieltGRisaGwnduilh6VLJSGOPHzcgOroNdXVCeHqK38/x401IS+Nj2TIVaGgw/VpeTigr48DdXRYzZogXtMZGZg3s3l1MCwGAqDgGC/h4i63VsQnffDX/MfmvAtnl5a1/XegrGTRIEVFRxigoMJZI/sEIYfPmUtjYZGH16jIEBjb86Qf0r0hxcQuUlTmwtVXC5ctFKC/nYtgwBjCXlrZh7dqOYPA2sLVlFkSBgDB9eg4KCniwt1fEli2MF25ZGR/z55egoUGISZNUsW6dttT9Cgp4WL26AgYG2cjNZSZSLy8F9O0rNjtu316Jx48bMWaMCo4fZ0w6PB5hzZpyZGUJ8fvvhqIPp6iIh4ICPrp1U8DKlcxKfuNGPYyNZbBggcY3MzsCwIULzOLi4yMvAhTx8ULk5BAGDWJj8uTOTa33HgABQYCXjyTFo0OefwAM7YHZ8yTPZ2cDRsZA164MhzoxEQiLBGy6SINgVjug7gDxhYUMXSQtXZLjnZgEfPwEyHVitc3IYO6hr48/2bwB1dWAuwfQrT03QH4+Qxv5msddWsr8a9BuZVNRYSgtHb+Li4GiIkCtk32Vnh4Hzs7SdBF9fcDeXrKskpIQHh4C6OkJYWwsgLU1D21tnfOLZWWB+Hi+FMjmcFhwd5cDEZCRIb7W0lIOqakChIYyC0v//ooQCjm4fbtFBFZGj1aEnZ0MEhMlgefw4YpQU2MhOporFdHEyUkBI0eqwNlZEX5+YtDi5aUEMzMZ5OfzERgoBpJTp2pASYmFujoBCgrEdbm5KcHISAZ5eTxERjJUFyMjOYwdq4nGRhaCg5sgI8NC//5qUFJiIyREGvD36qUMFguIjW0WZWP8lpiZKUNNTQ1lZdID2dpaEb17q0okCgIAXV152NqqQSBgvg8tLTlYWalBKBR/ax4emujWTR2VlUzf6+nJw9FRA42NkgOxe3cV9OunLuGToq4ug/HjddGliwri45k+GzNGG/b2yvjwoUHiehUVDhYsMACfz8GNG5KUESUlDpYsMcGnT03YvbtI4tyhQ9aor2dh375ixMYyfWhgII/z5x0gK8vC8+eVSE4Wv8cxY/Rw5EgXqKlxcPx4EUJD69CtmwqeP3dGSQkPb9/WYMKEZGzebIGrV+0hJ8dCXFwzhgxJQlUVHz/8YIy0NDcMGMDMiadPF8PWNhxHjhSivp4PGRk2vLw0sH+/NRIS+iApyQVXr9pi3jw92NgooKiIi5iYJly/XoH16/Owf38RXF3jYW4eCUXFUPTpEwdDw2iYmsagW7dEODrGw9IyBrq6UVBUjICsbASGD8+Ak1MKFi8uxLlz1UhNbcPXeht1dTbWrNHHzp1GePzYGs+eWWL1aj2Ymv77fO6vpUuXrnB27oPHj19iz56N2L9/PfLyIgEARkYG0NBQx4sXL3HoUCjmzHmC3377gB07AnH9eilKSrzB50/EihWfsX59FB49yvvTe3E4bIwdawYjI8VvhulbteozEhKYTI7Png2GkZGyiCJSUNAMFRVZ3L7tKwLYx44l4+jRZFGYvpEjxUlXiAhbt8ZgypSP4PGEsLW1QmBgAABmE1pdLYC6+r8e0WXNmq5QUZFBVlYjamrE80VsbCUePswR/b5+PR0ODmro109XIpJPZ6KlJdfeB0x9tbVc9OypI/E8NjbqGDbMBCwWM6fq6ytAX59ZbJYuXY3qaqY/XVwklVmPHpUDYGHKlC6ws9MEh8NBamoq6usbkJaWhWnTLsHZ2QDu7kK0tITDza03njyphra2PGbONISNjRIePChHWFgDVFTkoa4ui7w8aVx1924FAgIa4OsrppLExjYiIoL5dr28xAniLl2qQmBgM3r3VpOKqnPlSi0AYMECDZF/QX29EPfuMXPwrFliOtbjxwJERrKgoSEnEbErMBB4945ZO3XE0QvxLhjIrgbc2xVpNXWAkQUw4B+mi/xXgWweTx5lZdIapr8jRkayCAgwkHh5jo5M1rvsbB7ev2+Cj08GdHTi8P33WThzpgJZWdKxbP+uhIXlo6mpHDweF21tAlhbK8HHhxmwixengsvlYc4cffz0kziczfbtJWhtFUJXVwZ371pCTo6N1lYhxo4tRGYmF+PHq+LyZSOJWJgAsHNnNayscnHgQC2am5n2ysgA79+biMoEBjZj165KEAG//KIFDQ1mIb96tQ6ZmTzY2spj2jQNUfkrV+oQFNQGOzslmJkxk8bDh/XIz+fD1/fbziVcLiEriw8jIzZGjBAj1GvXBCgtBWxsWBIxqztEKASePGP+P25M53U/9wNKKgA3N8nj7/yBoM+AfTdGe/0piDnep7dkufp64Nlz4HMkw1kGmHB+AAPQv5SUVOZfh6+AKgBktifvsrXtvJ2iOlIY7naHk2FBAdDSItYid4hAwGjcOzTe0dHMxNJxXQcnV70T40FWFguxsWwpkF1Swmjjv9yM8PmE4GAuCgr4aG4WIiuLL9Jkt7URqquForjbhoac9nqkwaS6OgcCAZCZKXaqc3VlxkhsLLOw6OnJwN5eDm1tQFgY882OGKGI9HQ+Ll5slNDiKiiw8cMPKvDykseLF9JOSN7eyggIaMO9e2JwxmazsGCBJvr1U8CzZ2JArKkpg/+Pu/cOj7La2v8/z9T03iEhIaGEJPQAIQlNmtJVFFFQQAErtmPvXewFK4ogCGIBBCnSSQiEFhJKQgkppPfeZ/bvjz2TyWSCx3Pe1/N+f2ddV67J7KfO8+xy77Xvda8ZM1w4dqyRn36qttp/4UIPRo50YudOy3nCwvQ0N8PBg7Lsuus8aWpyZPdu237G1VXDlCleeHo6tnO7r2WurhpqakSXgdeNjXDiRBMVFdbbdDoVly61UlxslqiTfVN+vmUyU1xs5MyZFqqrje2/99y5ZtLTre8nNNSeo0cbSEy0Bs96vYazZ5s4flyWDxvmTEZGM7t319j0dRMmuNPUJAOaOm9butQfFxc1+/dXk5xsuUZoqAP33CN1yB9/PLvDqoEPS5cGsXdvDQsWZFjpVz/0UBCLFweSnFzHrFlnuXq1ichIJ/btG4C3t5bU1DruvDOTm2/2ITFxEJcvt3DgQA3R0amcPl2Hp6eOV18N4b77ejBpkjuOjmqeeiqXkJCTvPlmXnsgKcig0HnzfFi5sheXLg3h9OmBHD4cxVdfhbJsmT8DBjgyaJAj3brp0GgUtFqFoqJW8vJayM5u5vLlZkpLWykra6OpSaBSgZeXhrAwHb6+GoKCNPToocXFxXro9fHR8vbb3YiNdbKR4/s7bM6cu0hLS+XSJcmPr6qqZ8aM6Tz88AEee+wPsrMr8fd3IiDABS8vB6qrK3FyciUnp56kpFKWLz/D2rWZf3qNhQt7c/TotGt6sH/9NYfrr+9uFeT43HMn2zM5/vDDGCuZvpdeOk3//u589dVIGw+2oihs2ZLLrl35XL5cw+LF8/jii28xGAwYjRKoXkvC9s8sMtKNmBhfdu4s4ccfc9vLX375hNV+zc0GTp0q4ejROmpq/hxk+/rqCQ93ao+HSUoqJyWlnspK2Raqq1s4eLCU/ftL8PV1oKysmeLipvZ6qtVqiY5ehFrdiJNTSXsbamkxsmYNaLWOPPro4Pbrubq6ozMtU37xRSFHjtRy883SQx0fH8dvv5WTm9vCiBFuAKxfL706c+f6sWNHOcHBR5k/3+LJr6xsJTGxGo1GYfJkiVkOHaomLs7iJp4/Xzre2toEq1fLVcOFC62df0VFbSQlNTBypD23326pI7t2NRMVpWXsWB1hYRYHws8/ywd2883W7WNvh1XqjnbMtCo9Yoj8TM+Eo+lQ9edx6f/r9l8FsouKDPz6q62O7V+10FAtv//ui4ODTLaxYYMvBQW9OHSoB7NnOxEebkdNjZFNm6r57LMSwsKSCAxMZO7cM3z9dR4FBba6t12Z0Sg4d64KgKSkUsrKSli6VKYA/fXXEn79tZTaWgMvvxzSPrvbtq2aV14pIjGxng0bQggM1CGEYOHCQo4ebcTRUcWnn/q1K4x0tP37G2jrVLFGjbJvDxwsLW3j1VdLcXVV8fTTnowZI2ePzc1GNm6soW9fHS+/7NW+v9Fo5Jtv5P0vWuQGQGFhKxcvtmBvrzBp0rXF+HfubGLHjmb0eoWwMDmrNRgEO3bIBnTnnV17wJOPQWAQTLmha8WOnDwoLAJHBxjVCWTv3ic/J5hmsFl50Ls3xMdZ75dhAs59+lhURK7kQP8hEBtvvW9dI4wabfFCd7Tyckk36QzMO1ueycnX3TTXKSqSiiTdu1vvd+48HDxkUf8oNzkOPT0t3+3suvZkm7WQ7Tp53M0R8R3VUjoCbjN1xEw3ufvuem66qY7Ll+WBvXtrGDZM167Z3NF69dLg6KiQl2cZbCIitERF2XHpkpHKSnnMuHH2RERoOX1agnEfHw3R0TpaWmD/fmtQOHasPQkJzWzcaAuyZ82S9W3btnqrlaaJEx05erSJn36yBogzZ8rZSEeQDRAb60RSUjNbtlhA+ahRTqhUcPGiBNXR0Q4YjQpHjnTd1h0dNRQVGUhN/XOQ7eOjQaOhy+dnBmAd6TZgoYvU1BitvncMTjUDNPOx5ij+wkJrze2ePe3QaBRyc5tpaLBcZ/hw6YEyA+OBAx3w9NRQUtLKpUvWv2nCBFe8vTUYjZCSYv1eXF01LFsWwOjRrnz2mbV2+HPPdSc83J6mJusg0VdfDaF7dz3HjtXy4Yd5Vse8/noIY8a4Ulzcyv33X6KhwUBkpBN79w7Az8+JjRsrmTLlAv36OXLixACGDXMiJ6eZZcuyWbWqlA8/LOKTT0pISzPw4IOBDBvmTEVFG888k8PEied56aU8SkqsnxHIScrIkS7cc48fH37Yk08/DeXUqYHk5UXT0hLD9u3hFBQMIjd3IFeuDODSpQGcPdufkpLBNDRE09Y2jB07enPpUiRFRf3JyelPdnYUFRUD2LUrjFtvdUenU+jR43/PY/1XzcvLlxEjegJGNmzIYcMGT7KzHRk+3IMtW25jzZob+fbbGaxePYsff5xCXd06unXLICrKkerqZo4cKaax0faZdbTOwYYVFU3cdttB0tKkB/udd6Ktghx37Srg9tt7snGjhSKyfPmZ9iDH++8P58Ybg7u8Vt++sl1fuFBNUtJxYmOHoVaraWw0YjCIP11V/DO78055vXfekQOEwWBk2zZbT351tew3/llCqqwsI+npBvR62Vb37JG0lvHj5VLpqVOyg+/f3wOtVsWFC9VWvw/g/Hl7DIZwEhM3sW7dzwDs319LXZ0Kd3ctQ4daaJ1my8io5+jRGlxc1Cxe3JfW1lYefPBpTpyQbX3aNE/Ky1vJzTUSH+/BjTf6sHOnBMjh4RbPz4EDtQwa5M7tt/vh5qbl11/LmTjxnJVjpKxM9imJiXV4eemYOtWV2FjrIOGtW2upqhJ4eKhxc7OM+99/30RysmD2bMv+tbWQnq4jNlbL9OnWIPtqKcSPhevGW8oqKsHPF/r2gkiT2M25S/KznzWz6W+3/yqQPWSIE1u3nsNoFGzY8B3Tp0/mwoVz/9I5oqP1HD3qz+7dvkRG6lCrFeLjHXj6aR/On+9HdnYEX34ZxHXXOeDlpSU/v5n164v54INcunX7jdGj9/Hll5cpL7+2Rz07u4a+fZ2JiHBl+/Z8hBDMmBFAbW0r33+fh0oFb74ZRlCQREYXLzaydKmcRb/2WgDjxsmB8MUXq8jNNeDkpGLr1kD8/LoGqN9954urq/Wrjo2V/CeDQTB3bgF79jQQH+/ASy9ZGufXX1fxxx/1aDRwyy2W5Z/Dh5vQaOCGGxyZMEE2hJ07G6iuVpg9262dAtKV/fCDHIzHj+8oUyhIT1cxebKa4cO75h1u+V3OTEN7XYMqshdK62HurZZshiBl8iqaYEQMjB8nOcgb9sDFWogfY32OzFyIGQ3XTbCUnc+AtHPg0YmBk5gMh45BUBeUwNQzcCoN/Pxtt3U0ocCQoZJPDZCdD80KdOt0zs4c7J6hED9KcrANBslJa2qyZGzsaE5O0gPeGWTb2YGPjzXI1mgUhgzR4+enwdlZjaurun1yZgb4NTUSrDo4aDh2TJCZabuSExZmR329nnMdmp5Wq8LBQUVbm0JKihyEpMKIYOtWS1uZMUPK/Z04YT0rHD/eDjs7hWPHWmxURnr10jFrlhMhIXqOHLEAwcGD7fD313D1ahtpaZZrTJniQliYDjs7FXl5lgFx9GjJEz95sqkdcMXEOGBvb8+2ba20tgoGDbLDzU2FTqdQVWXrsRowQLarf+bJ9vbW0tamISfHFmR7e+vp3duJtjbrwcTOToW7uw6VCS3odCqcnLQoimW/oCAdQUFa6uvlvbm6qggKcqClRdW+CgHyfUyc6ElgoDOXL1ueTUyMC1FRrqSmyuNVKoW5c70RQsMff1h7vTUahUWLfLl40cD331fa/I6lS/1ISmpg7doyrlyxPA8PDy3z5vly+HADzz+f1z4BcnXV8PXXvYmJceW990rbQX1paSs33ngZPz8npk71ZO/eRhYvzkIIQVSUE2vXhuHnp2X//hoWLryCk5OGgwejeO65QA4dqmfhwiskJtYybJgjhYWtPPtsAb17O7FmTW9iY50xGBRefjmfwMBTTJiQzmuv5XH6dD2HD9eye3c127ZVUlFh6/5SFAU3Ny3+/joCA/WEhNgRFmZHcLAd3t5a7O1V15TYU6sVJk50YcOGEKqqBrB9+3945DfZjBk98PCowt5exfDhvvTtq6OycjVBQdaOkoEDo0lM3IrRmM1vv72LwVDLqVOVLFlynGXLjvHssyf/6apuZWUzs2bto7q6hchIdysP9owZe9s92G+/HW3Fwf7xxyy8ve1sZPo6m8Egsy26uOj44ovvePjhZQDtHux/Vyls1izp9bhypZ4vvriMWq3i558n8sILQ4iL86R3byemTQtl3LhejBlzbdlakLzqzMwG1GqFPn0caWszcuRIHePHB3DDDVKlIympnNhYf2bMCAIgN7ee/v3dGThQeo1LSpq5cKEOe3sVb711F1999T3HjqWwbVsWilLNwoVdLK8C33yTia9vDVOmSKqqRqPh+PEm8vIUJk3yITDQjt27q8jMbEGr1eHioqaoqA1nZzXXX2+hhezdW8OJE02EhTmRmlrPzTdn2Dzb4mLZf/72Wy1pac2EhzvYtIWEBIkFZs60DFz19YLdu2WfPGOGZdDavx/y8hSMRg2enpbzNDbCpp1wOA2GRVvOnXIOElPBzccS35RVDEMGw/A/kdX9O+y/CmQXF59hx47TLF78AQ8//AShocGMHBnP0aOH/qXzREXpuO66roMkevTQs3ixF++/H0Jx8SjOnh3BihV9GDXKCTs7NYcOlbJ06Uluu+0ITz+d0iU/Ky2tjFOncvH0hBEjvBg+3JNevVx4662LbN6czeTJTtx3n2zY1dVtzJhxEa3WwKJFnjz1lJztfvttLa++Wk1SkoFNmwLp379rSSejUfDuu5UYDEarrH8xMXL/yMgr7NlTj6enis8+80OrlfvU1xt4/XWZ5vXVV31Qqy1VZf36ai5elJJS5mCNvXsbMRoVhgy5trRUfb2R3Nw2Ro7UMW6cBQn/9JPAaFQYPFh9zUHpt23yc8bUrs+95Q9Agdho6/Ijp2BfCpQLCAuVHu+CYvB0h76dxrWzGXAkFZw6JNW6bFoRDetpvW+WyZER0kWff9XkhAsMtN3W0U6egpMp4G8C44VF8jf4d0pK5ukHcWPB20d6oPfsh4QkcHeXM3w/P/mn7mKVOTsbsrIsINlslZVSE7xjgGVrq4qTJ1UUFakwGqG6WqGlRb4Pb2813bur2ulGvr7mYBRbkCizcCpcuWJd9wcP1mJnB+npErDExso6kJzc0g4A4+MdSExU+Okna2+Qg4OK+fOd6d/fgX37bL1nQUE6UlLa2LPHAuZUKoU773SlWzcd27dbPK2OjioiIx05cKCZbdss1BB7exV33OFKSIievXulp9rLS4O/v5bGRsG5cy3odArh4fakpRk4ccJ2Ij1kiCOeng6cOPHnnGxfXw0gA0Q7m0aj4uJFA2Vlxk7lCpWVRmprRfv3ujqZrt5sLS2C3NzWdg+5Wq2ivl4eU17eGSiqyc1ts5Lo69/fgQsXWjl9urHdGz54sCMtLbBzp21A5403ysayfn2FFYgHyWm/7TZPjEb47LNiq20PPeSHj4+G5OR6du60eLMnT5Z9YVFRG0uXSiBdWtrKvn01bNhQQWysB4qisG5dOR98IJe1+/Vz4NChfowa5cyOHfWMG3eR2loDr74axKpVMn/Ab79V4een46mnAhg71oVvvqnk7rvziIvz4KWXujNtmhstLbBnTw3PP5/PoEFniYs7z8SJGUybdpF7783i7zJ7e1V7v/uftvr6BqZOLebHH8fyxBORJCXNwc9PxyefvGOzb2TkINat+5mUlF/x98+mvv4SQghKShpZteoyr756+prXMVNE0tIqaW01smHDaAICHMjMlB7s7t0diIvzsfJgm4Mcc3Preeed6D8F2ABZWfUUFTWRk5OBWq1hwgQ5WPj4yElQR9nOf8UcHDTtq7iPPnqaU6cqmDEjhJdfHsbgwd60tOiYNKkPra3OHDjQ2B6g3pWdPFnL0KEuTJ7siV6v4vffS0lJaSA3VzBokBsAmzcXcPhwFf37S8/OgQOlpKXV0bev3H7oUDmOjmpuvTWAG2+czdixo3jssRfYsKENIUK48cauQfZ3312kuFjLb7+9TGWlHNsPHqxBCIXevaWn2hzgfP317ly50szvv9ej19vTv79lADl4UPYDY8a44Oampnt321WY4mLZp+zaZfaSWy+zGgyCTZsaCQjQtQejAxw92kpMjI5p0/QEBFie40FJr2fSJOvrnEqVjrSIvtYCBCkmB8+giA77XoCTlyCw61jOv83+q0D2K69IhvuaNVf47ruVvPji43h5uWMw/HuN65+ZSqUQEeHEffcF8sUX/SkunsHq1cOYONGPS5dqeOut8wwcuJ2kJOv0w2fOyOWg6Ghv/vjjOhISJpKdXc9778n1jOee64VKpWAwCG677TIZGU04Oqr44IPuKIrC7t313HefPMfnn3sxfnzXHGghBA8/XMrHH1cTGqrjwIEAvvnGh/vuc8XeHvr1u9weSPbxx35062ZBXB99VI6nJ9x0kxMzZlhqb2urkd9/l8tit93m2n6dwsI2tFquOTkB2L69iSNHWjEaISzMDScnJ9raBOfPG1EUuOWWrqtjejpUlMH1EyA+1nZ7TS3U1oGDPUzpxMv6fb/8nDJWfh5Lg/hhMG28rUf8gmk5qU8HLnVpNfQKt05YU18PIaGm4EPrYGkAPLyk57wz7aOjtbRImofkbMoyRZHn6wyyk05DYoqkh1RXS2+8i4vk1dfWQVE1qB1tLoEQFnWQziDb7KHWWq/mtt+HRqOg01l0tBsbXUlPd6OmRr4jf38VcXE6HB1tB5SQEDV+fiobHfPBg+1obrYnWWZextdXzZgxeoYOtePcOXmhYcO02NvD+fMGGwDfq5eetDTBvn22y7Hmerdvn7UHefBge/LzjezZY01nmDZNek+2brX2zoaF6cnKMnDggIUOMmyYHWFh2nZvuHkiefy4rbc6KkpPebng9OnmP/XseXur8fVV4+RkW+evpS4i34tlMiWEwN5eQa+3nMPBQf7f0GDEyckJJycnvL016HQKpaXWIDssTE5yrlyxTBb0ehWDBtmjKHD8uJyATJrkgkolOZSdnQZDhzowYIA9oaF69u+3DQZ95BE/YmJcWb261ip5i6Ojmhde6EZ0tDMvv1xk9azeey8IT08NR47U8dNPlfTr58BHH0mA9dNPlbz1VhAqFWzdWs0ff8gBv1cvO1avDsXHR8upU43Ex18kJ6eZu+7y5tixCG691ZPffqvjvffKGDHChXnzPGhpEbz9dgmfflrODTd4cPJkBNcyNzfN36Iy1dnM7+w/ZQZDG+npGZSUFBMc7IqiKLzyypN8/PEX1zwmNLQPhw9/jrv7fgYPvsTChWGmtOoXycurw2i0rreVlc0sWpRIWVkToaHO/PbbeLp1cyQzs4Zp0/ZQWNiIRqNi/foxVhSRn3/Obg9yNHt1r2X19W0YDAK9XsWlS8nceOM01KaGotOpuXrV0E5h+HcsMFCOsY2NBsaM2c/Bg5ICVVOjpbZWi7Ozpj0e7M+SD23dWs6xYw0EB8vzrVolPTJLlgSiKAr5+Q2cOFGJvb2a667zRQjBsWNyrB8+XA4UBw6UU1trIDTUETs7Oz766At27kyhrc0LFxcNgwfb8gYzM+spL9fi5GRk/HgPvvnmC1N5E3q9wpgx8pj09EpCQhRiYpza4zViY13aV8+qqw2UlqoYMcKN6GgHevSw48qVoTzySCA6nWUsUBSFnJxW8vMF8fFOxMRYY5SzZ1uoqxPodCqrZHn797exf7+gXz/rZ7j/EASHwtix1r/rXBYMHQk3XG9dXlwNsSNgWAevdbppnhzeKd/F323/VSDb1TUDR8dUWlu9eeONArKycqioqGL48Ph/fvD/grm4aJk/P4Rdu0bzww8x9O3rYsqCdZr9+y1BE1ev1hAT48fw4RKhabUqXn89lWHDXLn99u7ExMgZ7BNPZFNS0oqnp4bffuuNs7OaY8camTXrKpGRCs8958qSJV1wBJAD8CuvVPDJJ9XodArvvuvNsGEO9Oih4cyZBsaOzSU9XXoE/f3VzJ1r4XuVlrbx1lslnDvXxH33uVt5l3ftqqa0tIqbb7Zj4EA5SGdmtrJvXy3e3hAefu0I7p9/lsBl9mx7vLy88PLy4uBBA4cONTJsWMs1E7f89AsUF4Gfd9egcNdBOJoCwweCVyfd/BOZMDoWppsoIPuOQkIqhPexOQ3VdRA9BPr2Nj9DOHcRLmVBjw5e6aISOJEGOQVdU1d2J8sAC3PymK6spBT8g2F4rAU0pWRIwOzfiWZSYVqJ93CHqhoYGgvxJn65OSNjV3zslhYQavDys31ujQKwBzurOZFCr94avL3VqFR2tLS4YDDIzk6t9qK83LPdk+3ioiYxUc3Jk7YPIDBQTUmJE/v321lxpPv10yCEwtmzlsHOz8+Rgwe1HD8uB2a9XmHOHHvi4nQcOWINCseMkfeSmGjryY6P1zNkiB1XrggrVY5x4xxQFMjIaLHy+E6Z4sTw4fY0NGAl/WcO2j1+3AI8hw615/JlSEiQ4H7YMDuiovQUFdl6q/38LODZrOLTlXl4qKms1JGSolhdHyRQ9vLSIYR19yyEmrY2+/Z3YjSqaGy0o61N1+FYHY6ODrS2qtrbmLe3Iy0t+vbAKrP16+eIh4cjFy9ag49Jk9zQ6TQkJcn26u+vJSbGhZMnW0hMtJ6sKIrCrFnuJCU1d0kZGTjQEY1GS1mZkTVrrLcvWOBDVlYbyckNHDhgAeheXlo++SQYDw8H7r+/kIqKNu6+25uHH/YnLc3ImjU1vPpqIAcONHDrrVlcviwnO8HBehITexMVZYeTk5oxY65w7lwTkZEOfPttT+6/35vWVsGbbxZjNCps2BDMlCku7N9fw733XuWWW3JYty6MWbPc6WxffVVDnz4XeO21Yi5c+PeC6/+Kmd/Zf8oWL36A8ePHMmHCbJ566lXq6xsID+9FYWEx6elp1NV1LUfp6OjMmDGf8v77V0lJ2c6oUb7U1cEzz5zizjsTWbLkMEePlrR7sPfvLyIoyLGdIpKZWcMjjyRTXd3KyJHSg90xyPGtt87Q0NDGN9/E/VMPNsCVKw1kZakIDvYlOfk4o0ZZtFm7yoT6r1pLi6WN1ta2MXnyQQ4cKKGmxon+/QPp3l2P0ShlKnv06Ho1VwjBxo3S4TZ7tg8FBc3s319PfLwX8+fLwWL79jL69PFhwYIwHBw0XL5cT2SkJ/HxPu1APyNDtpWxYy31JDW1lpgYFyZM8OxS6nHbtnKEsCM0NI+7757DV1+toqmplZ9/rsRgEMTGyond+fMNZGU1EBZmR2FhC4MGOTBypGXSl5LSSHGxEYNB1c4plytsGlpaXHj55VD++COCqVPdSUhooLpa4OqqtXG4nD3bgqenqn1F3WzmPn/ECAv1takJzpyFnFyLtK7ZTpyDExcgoJNDa/sJOJwFkaa4qPpGaGiGIeEQ8ifj8t9h/1Ug+x//eJL33htPt24OODhoWbHiD2bMuAFN55zS/wGLifEmJeUG7rknhISEDObO3UF1dTOtrQZ+/DGDI0euEh0t05meOFHGypUXOXbsKq+9Jln6H35YwPvvF3DuXB1btvSiZ0870tObuOGGq9TXCyIitLz8sluX1xZC8I9/VPL++3VEROjYsMGP8eMdSEtrYvz4XBISrIO2nn7aulP/+OMyamuNXH+9M+PGWXtVVq0qpbHRyNCh+nbwnZQkB97oaLv2GW9na2gwcvx4C6NG6bjxRkvD2rhRAqYJE65NFdn1h/y8ZXaXm9m6R35e32mWeykX9p6A1FyIM0UYJ6XIz9gh1vsajZB4DI6fhjDTTLe0TGpGu7tZ850LTSvf/l14sdvaJChWFPDsOlEWIEF2YbFs+B3LAHw6xKw0NEpVlLhRUnWkqlp2LFdN+9bWSSm+kGDba9TWSk+0sQvmQqOpCth36OOamxUuXVKoqbV9DwEBCkOGqDAa5TZzVq2qKlvvnlar4O8vJyn5+ZbtERFqXFwUVCqlnVowZIjsqE+etAC9wEANiYmCxERrkDpwoIboaD0FBSobKoWbm5qGBql20jFrpKenmokTXSko0HLsmKXc11dDU5PCgQPNJCV15HHrGDjQidOnFYqK5D1FR8tB+sSJFtM923PmjIrNm23BvqIojBzpQn6+lhMnrh0UpigKfn5mhRZrkKvVKpSVGW2ybZqlDu3s5LM3g3Pzd9OZqa+XKYbN5uysAhSbQMru3bVUVBi5csX6OUdG2tHUBIcPd5RElEsh27dbe/4B7rhDgtJff62x8b4DPPigOVOmdQCqg4OKhx6SlX3Nms665R706mVHWZmBp54qQlEUXnyxG926aTl+vJGqKpg+3ZWqKgNz52ZTXS1/g5+flgMHeuHmpiU7u5W4uEwSE+txcFDx6aeB7NgRyvXXu7BuXRXz5+czbJgTq1YF07u3nszMZt58s4T0dBXBwRY6W1SUI76+Wi5damH79lr69r1CZOQVXnyxlLS0pv+Ih/vvMhcXN9544z0yMs5TWVnDqFHTOXkyjfHjR3H99VMICwsjPT3N5rjLl2v54osy6upuYNOmVGpqtnPrrd2xs5M67Tt3XuWOOw6wZMnh9iDHb76JbwfY06btISGhhClTullRRD7++Hx7kONbbw39px5ss+XkyDGoRw8H0tLOM3KkBWSHhtoRFeXYZZDxXzEhBGVl1gC9qcnIli357NlTyf791ZSVtZGWVkd2dhPe3l17spOTa/Hzs2PcOHfi4lxZv76EmhojXl72eHnJ+rZjRxkXLjS1p1o/fryKQ4fqcXOTqwxlZc3s3VtGt252DB1qcYwdOVLJkSPl9O7ddUr33burAD0VFae4dOkKpaXl7N+fR2OjkZAQO3x9dbS0GGlsNKDRKHh76zhwoJaUlAYiIiyemA8/lAOPOQOj2U6ebAIUJkxwYcIEKceXkiL71fh425X2pKQ2yst1DB5svcSq06kYMULTPi6AlM91cJDjXOdFnrNSlpuoDk6zpma4kCtXiSNMNM+MLCirhKaWrh11f6f9V4Hs8PDe3HrrOIYM8WbPnmK2bTvF/Pl3/p/dj52dmi++iGHoUC+Kiup55ZWjHDlSSE1NC337ehAc7GrS9zwNwEMP9SM42Jn09AYefVSubXzzTRixsS5kZjYzb14eer3ClClOrFzpbyPVB9DWZmTJknLee6+GhgbBiy96tqsv9OypY8AAcyO0DAxDh1qQ1vnzjbz5ZgEDBuh4+21r3kJxcQvnzjWiUsG8eRZgfulSM/366bpsTGbbsaOJrCwDTU2C4GAtzc3N1NU1kZPThq+vwi23dF3zz5yBpEQYFQvXdaFv2doqwWmfnjC1E1Vkk0lVZGq8bFhVNeDqAqOGwRDrnBHkF8oZs6+33AfgaiEYHSCyU6BEeTWER0L/rpRFqqT4/cTruuZIm63YDKhNj7GpCXqFQb++4NZBiq+yGk5fgsuFErhXmzCOqwn0VzdBRhW0drHCXFMredseXYB9Fxfw8rSkcwfagZlWK4NHu3WzqIw0NRk5cwZqauSPcnNTER+vIyys6wElOlpNdLSK/A4yya6uKpyd3Th50oWcHFl3hwzREB+vo67OMhEePlz+n5xsDf40GgWNRkVtLaSk2C79RkebZQKtwW3v3jpAITHRmmZy3XWyvu7bZ/HOarUqvL2lxz0xUQ6sgwbp6NtXyq41NBjp00eDk5NCbq6hS051//6yLncE9V3ZoEF6Bg3SUVDQWapPPpvWThi9tRW6d9fg7i7fQXOzIDhYYxXwrNMpODoqGI3Q3NxMc3MzPj4aAgI07Vxus5nfXWWl9fVjYhxQqaC01NCeKOP6650JDNSSm2v7e0ND9cya5cqQIU5s22ar/jJzpiujR7vxxx9tHDpkPcG//34vhg514bvvGjh92jLZURSFzz7rhr29woUL0oPu5qZm3bog3NxUHD7cxJ13ejNhgjNFRQq33VbQPnHz8NCydWsIM2e6UFVl4Nlni9m4UXpkJ092Zd26YBYtknSRF18s4eef61ixogdffx2Ev78dGRmtZGdrUasV1GpYty6EvLxwdu0KIS5OJsc4d66ZV14pY+nSInr2zOaBB0rYubO+fSL075r5nf2nzdvbjx9/3MSbb77CggUPMXZsHKdP7+fJJx9k6tTpFBUVtO8rhOCpp87T0mJk/vxgTp3aRN++Dhw+/BIPP+zN11+PIDbWl/LyVhISirnuOv8OQY7VLFqU2B7k+MEHI6w42K+/nsrgwZ7/NMixs9XXG+jd2xF/fw12dnocHCwdYnCwA2fOtFitlvwrVl/fZqV736+fCx9/PIg77uhJU1MzPXuqOXxYcpmnTbv2KsTataUcOVLPwIEysdD+/XJlZ9486a1pbTWSlCTLrr9eTj6PH68CIDraDYDERDkZ7dXLsd2TDLB/v6SUREXZDgQGg5Hff5fHvfzyNL744jsURSEjo5mICPt2TevGRiNNTTrs7R1QqZT2oHAz59poFPz2mxyAcnMtnVNTkwFnZxUBARoGDLBgiX37mnF31zJypC2F9Pz5NkAhIsIy7tfXC3buNJKSAt27W6Dp2TNQUwkDI21OQ0Ue9A+Cvh0oIOm5MHIwzBxrcSJdMMVQ9etpe46/2/6rQPYbbzwDQGlpI2p1G1ptHbGxY//JUX+vqVQKX301gfnz+/Hkk9FUVjYyenQ3Ro+W7Pu9e/NJTMxlwgQ/nn5aorbwcAe+/jqMt97qwdy53mRltTB27BVOnmxg+HAtGzd26zJQpqrKyMyZ5Zw40YKdncKWLT7Mnm1pdA4OCgMGqABZweX90d4whBA8+mg+BgOMGOFAVJR14/juOznLvusubwICLODq11+rOH++3mbpp6Nt3WqmikhgU1hYyNatueza1YC3dwuRkV1XxXXrACH1qLuage5PlJ5upcU2kHFLAgzuB7dOlN+PnIbE0/LX23Wa8F/MAr9AybM2W0Gx9MZ2nj0XlUrNza6G08pqOJAKV8qkF3rmA3D/q7b7ldaC3h96mOSFSitkUEZVqzUFpdIUE+ZuAt51rdBnGPQZKL/XmMYN5y442XVNUOkEdp3GKiEgswDK6q1/W4sAz2Bw94MGA+TXgMH0WuztCwkIKGyX9HN1VUhIsGPv3q5Btlan4/gJPbm51u+1b1/548xyif37q0lIsOPXX7XtHvfoaDUjR9pRVaVvB3lmk8GxkrPd2WJi7PHwcODECeu2ERenw8lJISvL+pgJExyJi3MkI0N02l+PnR2kpkqQ7+ioQqez49AhhVOn2lCrFaZPtyc+3p4TJ2zvY9gwHYGBagr/iZqoXq8mJcVoozBib68G7GhosK7wjY1q8vIcMBrtTd9VZGdraW7uuJ+e+non2tq0FBYWUlhYiIODPQUF9pSWWj+XkBAtLi7OnDqltaLSdO+uo29fD1JStJw9a1FZqalx4JdfDGRm2nrox41z59AhWLOm3mabVqswapQjoPDll9ayiR4e2val6nfftU5qEx5ux/PPB3DokIElS0ppaRHExjry9NN+JCU1s3RpES+/3I3GRoUdO+p5/HFLcKW9vYqff+7Bc8/5kJgos+G+8YbU83Z317ByZSD79vXkuuuc2Ly5jgkTrrJ7dxOff96NlSv96dlTj9HoiJeXGxMnFrN8eSVDhzqwfLkfxcW9+eADX3x9NVRUGMnObmPFimquv76ASZMKuP76Yt5/v5ozZ1r+ZS+3+Z39X9ktt8zn4MH9fP319zz//FvceeetTJ8+mdmzb2wH/ytXlrJ9u8KUKb14663+2Nvbs3Ll9zzxxCPcdNMCSkuL+PTTkfj62jFwoCcffzyig0zfXkpLm5gypXuXQY5GI9x/f99/CWCDTOB28WI9itKGs7N1hz1ggCMajcL58w1Wmuh/1ZyctDz3XD/Cw72IiAjk889H8OCDvYmKcmbTpu68/LIbmzdXEBvrzuzZPl2eo7nZwPr1Mthw/nwfcnOb+f33GiIinNuVO06cqKWqSsPkyX4EBck2XlUliI/3YtgwNwDOnq2iWzc9cXHWnpPDh6sA0GhsR6Xnn7cE7d5xxyQCAvzp1asnp09rOHeujYED5eCh0ykYjQotLbLOhoQ4EhPjip+f7OOXLy9tT6LUq5dlAL14sY2kpFacnLTtMSHNzUbOnm2mqkowcKAtLtBqFbp1UxEebnEQXL0q7717d8VqVducGbmzkEBFpYyjyrwMfh0ee2omJGSApoPP73wuOLjBwHCbW/nb7b8KZAcFSWJOcLAjen0Tc+aMaQ9++L+0yEgvVq+ejI+PA/n5dRw8mAMYEULw3HPJVFc3M26cD+7uloq7aJEvTz7ZnStXmrj77lyuXm0lNtaB1asD2ytyRzt/vpVhw0r4/fdmKith3z5fbrjBUsuEECxbVszu3c1ERWl4/nkPdDopT2g+37ZtNVRWtuHqqubVV62JwUaj4MsvZbCHWVEAZJr38+ebsbNTGDq066DHujojP/1UR//+Km6+2dLg9uyRiG3uXLsuqSJGo+D0aSMqleD227t+thu3yM9bZliD09wiSEqDjBwYN0yWJZrE6eM68boAsq5CUZm1Z7ekQoLbbp0CEctM1NLO/G+AShOF0d1FAuct++RfZysph+ZWMI8HJbL/bfdst5+vFkLDLFqf5bVwoRDMtOMWAwwdAMFdKJmYAbhLJ9p+U5Okteh01unW6xulJx7FEhhpZlq5e0Bkf0uGSwcHOUEzn6uzBZiqT0dPNkiN80GDZCZNkMGc3brJAM1Mk5KLt7ea3FwtZ86o2hP7WI7Xo9c7cfKkLQWsb18NFRVw9qz1DQ0frqeuzo5ff8UK9MTE2HH4sJGtW5tpbLSUjxljR2urPdu2ddxXAtkjRyTADApyICFBy8GDtoNaTIyevDw3fvpJ385h78oCAszZTq093lLrXrE51jzBMb8z8z13pIuY2VodKUKenrKwosL6XnU6Fd26aRACMjKsn9ngwbIvSkiQ3mWtVsXkybJx/P67rUb4Lbc4olbDrl2NXSbYWbTIBZ0Orl412ARgPvKIJ3q9QnZ2G9nZrZ22udOrl5bz51tYvlx64x57zJPx4x0pLTXw3nsV/PRTN7RaSEpq4rPPLBxitVrhlVd8Wb7cF0WBZ58t5Yknytq9zWPHOrFtWzAvveSDvb3Cxo213HVXIVevCk6dCuGnnwLx9bWjqMjAs8+W069fDvffX0ZmZitZWQaKi+HCBQNqNQwcqKNHDw3NzbBzZyOPPVZJ//4FTJhQzK23lvPZZ3WcO9f6/wtqSZ8+ERw+fJijR0/w5Zeree65R9Dr9Sxf/grnzjWwbFkOjY2C224Lwt/f0mEuXvwQTz/9ODffvBCDoY6NG8e2e7ABKiqacXTUEBzszJdfxrYD7NdfT+Xw4eL2IMdr6WD/mZlXfxoaWnDu5HGws1Nx440ejBjh3K6M8a/aq69G0bevL+fOtbTXX51ORb9+ToDUmy8vNzBkSBfBMUhlHh8fB2bP9mbAAEd27KgEpKqHnZ3EKElJNTQ3i3butRCCzZvLSUiop39/6WXZsuUC+fm59OtXT4upQ1i92qIp39pqvZK0d28ly5df7bBdxf79iSQnn+TCBfk7oqLk9fR6FX5+WgICdBgMBnbsMHLkiBoPDw379tXx7LNF7ee5dMmy2mIWT+jbV9ehrBU/Pw19+mhtgrsbGgS7dxsoLVUTFGTpxysrYehQLdHR1s6F2lqZoTioE3Poisk7HRZiPfafMc0pojp4ty/lQUMTBHZB8fy77b8KZJs7sP37C6mt1TNz5pz/4zuyNQ8PiVIqK5vIy6snN7cOHx97HnzQlntw/nwDcXFpJCeXMmeOC9u3h7QnoDCbEILvv69n6dJKLl1qY8AALfv2+Vh5lSVHu4RPP62kvFzw3nuBvPKKL/n5YezcKdFZQ4ORBx8s4NixFt55pxve3tYVfc+eGnx8tISF6Zk82a29/PDheuLjHZkxwwWdruvq9NtvDTQ0CBwdFYKD5Xnr642UlxsYPFjNbbd17QE/fNjArl119O/fQGwXqiINDXD2pFQLuWWG9bbNe2XDmxIHDqbTn02D+CgYG217rhwTGOzZoSHnVEClVqZi7WhVzdAtDLp1AWxrGyBuGAyKlLQSAE832/1q6sDJAbxN+tuVNTAyGgZ2EjioqIbMPDDnfDDlO8DNBJxL6uFEMbR1Mb+pa4TQYOjWqWOprYOIcAtwN1tzi3xm9vbg7CKDRszZJxsMcDZH0lNA7jduCsRcJ8/X2Xr1gdhR0NQJgAf1gJQzkJJqKZs+A2JiZdIdsw0cKHvN06etQUnv3iqamhTS07GxiAjZNiorhZXCQVCQCn9/FVVVoj2ZDkj6Sv/+Wlpb4fhxC9CNjpZUgdRUQ3vinNGjdcTF6bl8Wd7XqFHyWgkJtoDS3V3F4MEKLS2QmHht+oDZs/7hh9YP0NFRwcdH1YlrLelHkZGadtAsBAwYoLWiizg5qejRQ22VeCMgQE14uJbWVtuJ7IABWkJDNTbBj3FxekJDNVy+bHn+06c7MGKEHWm2FF18fNQsWuTCwIEO/PSTrepKjx5apk1zIzER1qxptNm2YIEXhw8Lli+3BkF2diq+/NKHmBh7Pv+8iYyMVtRqhbVrA5g82ZkdO2DPnjbWrevGiROCBx+ssMoKqigKjz3mya+/dmfsWEfefbeOUaOKyMtraz//c895kZERypw5Lly5Ai+/XE14eAFVVQonTnTnjz8CmDTJgb59dXz2WR39+hVw5kwbjz7qzqRJDqbnriEnR+H48VYiI7WMHKnH11dNayts3NjI/fdXERlZTHx8KTNnlvHOO7UkJTX/29rNf7d5e/vx3nvv8sUXa7h6NZ+8vHx0Oj8eeywLg8HIXXd5cfvtttSIhx76BzffPJM5cxYTGmqHVmupiMOGefP117E2Huz33jtHcnIpq1fH/8sebLN5euoZOtQNIQw2nmyAyEhHjhypZd260i6O/mtmTphS1Sll4KFDsqNfvNj/mnFF69dXkZHR2g7Cz51rwMlJxfXXWxxWGRkNqNUwcqTcJz+/maqqNhwdDbzzzmPMnDmLEydKAAMPPjgFBwcHnJ3DuesuS/bJ1177ndTUk6Zr1HPTTWfpKK528qQlpsLTU0v//vaEh8sJtcEARUXuXL3qSkuLgsEgA9HLy9uYMyfHauJ+7lxzuxZ2eblgxAj7DlRUudKYl6c1TUKszUw5CwxUW1Feq6rgxAmorLR+hufOQ3GxrVpXdj44e0H/AdblVUUQEwL9O1Sl6jrQqKHXP5HV/TvsvwpkX7yYiRCCpqYhODmFExb2f7A28E/M2VlLeLgbjo5qAgOdyMy8ne3bp+DoaA1qT5yoYdSoMxQWthId7cRXX3XHxcUaYFdVGZk7t4L58ys5ebKF++935PBhb0JCLINua6vg3nvL2b27Aa0WfvmlGxMmyIrv5aVpF+p//fVicnJaGTDAjgULOmVeAVasKCM5uZl77vGzil7esaOWhIR6IiOvTRU5cKAJtRrmzrV4GA4daiY1tQUnJyPBwV2vNvzwg2zEkyapu8zWtX49JCdCS7nUyTSbEPD1O+BTCneZskDV1cP2PXD4MIwYYHuui+Xg2AN6dzhPocm7HNApeVZRBeSXWbzQHa2sChLPQHUjVNVDRBQM6EI15WoN1NmDj8njW1ABSZegpZOD1uwZ9zDRRWpawLe71MUGC+h27eJeKpogswnUnTzutQ1wrgQ6a0HUGUG4g4MHlDbC2RIwmqqlWSa9o9c6PR+OnJfPtrO5+cLhi3A227q8t0m55eIlS5mzCxxJhtMdgHdcvJqevTWcO2/d4YaHK2i1JuWUTvjE21tFYKA9Fy7oKSiwHKcoCqNGaRk4UE1amjWYnDXLifBwJw4ftpzM3l4hNlZDRISao0fl/rGxOhIT9axfr9DaKhg5UsO4cVpaWnRUVdn+/mnT1AwfoeLwEdttZjMDECnnaLkvFxcNJSVOXLli3aYaG9WcPaultlZj+q4hNdWe2lqLB8lo1JGT40hdnaXMw0NPero9GRm23v+ICEcyMx04dsz6OY8Z40Bmpgvr16vanReTJjlw7JgDa9ZYkhJ1tFGj7Dl5UvDDD9acYiEENTWCO+6QlfTrr+ttPLoPPuiCosA339RapYkHGDvWgfBwBwoKBIsWVWI0Cnx9NTzxhBdNTfD667U4Omp5/nk3jEaYM6eUkyetVwdmznTm/fd96dFDw/HjLQwZUtDupQcICtKyfn03NmzwJTpaR2GhgRdfrCI6upSGBhU7dgSwYoU3S5Y4YW+vsH9/M8ePt3H+vIpHH/Vm+nRHxo+XK3Jnz7aiKGqKi7UUFamYPNmO8eP1BASo0Ghgy5YmnniimtjYUkaMsM6G+f+SjRo1Hj8/H+LipjFnzkI2bIhn164qZs5045NPgq953Jtvvk/fvr1YvPgxm/c8cKBnO8D+9NP09iDHlSvjmDLl30dA9vZaTpxo5tKlFry8bMevO+/0QVFg06Zyysr+PEvltczFxZ6+fT3Rai3tKD+/md27axg40JX587t2k9bXG9izR3bkc+a4YzQK1q6toK5OYdw4N0C2ka1b69HpHBg50pWrV7O4775XUKvP4ux8Ant7DZWVrvj51TJwoJoNGz7l7NlkAgI+AizgNjs7gMmTb2DgwAFMmHDMJtg5OVneR22tge3b67l0qQ0fH9nJmylj9vYqamqMxMc7MG6cAwkJ9V2uTu3eLQefM2cMHD0qk2iZLStLtuGePW37nOJiIzExWoYMsd7WHozfyWFUYmoiPp2YOPlFUFtvm4Tt8Ak4cgRCTGOkEHDkMrRpIexPZHX/LvuvAtnPPPM6OTltVFV1A/rZeGP/XzC1WiE9vZSCAjmjtLfXMGSINYrbsaOYsWMPExamY8oUd7Zv74ezs3WF/OOPOubMKWPDhkYcHRU++cSdTz6xzrZYVWXghhuK+fLLOvLzVfz2WyBTp9pK/p061cQPPzQwdKg9n3/ezUZuJze3hW3bqtFqFe6809KBCSHaxeYnTepaSrCszMCqVZV4ehrb+djy/uVAPH9+F2RiZFBXVpYBPz+FuXNt36MQgs8+kx34/fdbbzt2DM6eA0MTjDepNx48IgHi0AHWgYVmyyqA+iYI6iDvYzBCcAAEdGrcZp60l63SF5UmR4GbM5TVwLmr0NBFn15iQrg+JgBcavru3emc5U3g3t3iNS+rhuIqC6dcrYW4QbYTAYCqDvfS0dppJJ2AeV0joMhzt5n6VDPbytVdegwcOqyGOpleZ20XIDvANN4UWOcgoVcvGB4Djh2AvzmA9MxZS1mPHgpXriiknbWui15eCm5uGtLSNBQUYGPBwbL+Z2RYe5AjI/WcPq0jMdF6/z59dKSnq0hIsN4/Pt6Os2d17Ngh61hQkIq+fRVqayE52Yirq4LRaM/Jk1q2b7e9j/ETtSSn6lm1Tm0zGTBbx4HrgQeq2v83ZzQrL7c+0MxPr6u7tvfTwcG8bG7Zp3t3WZaXZ+tVN0fxd+aW9+6tJiBAoaREcPas0XRfKmJjpXd21y5bjtCMGXrs7SWlxjzIpqUZGDCgnptvbmDKFDuiorT4+Gg5dMj6+H79dMyd68iIEQ588IGtJ/zdd93w81Nx/HgLq1bJ0XjsWDtefdUFtRo++qiRO+90ZsECJ/r3t+eGG6ptVFMGDtRz4kQA48ZJ3fMxY0p5880ajEZBRYWRpUsr6dNHy9Gj/vzwgxeDB9uRmtrGzJnljBxZSlmZ4IsvvMjP784777hTXy/pL++8U8fTT9cRGmrHN9/48NVXnvTsqcPRUcXFi4KdOw00NWmprtajUumYO9eJm2+2JyJCw/Dh//l06v+K7d69lwMHTpGUNIPTp+vp1cuOjz4Kwcnp2jRMtVrNt9+uIz+/sD3ld0cze7BfeCGFkSN9/uUgx64sMFBOSPPyWhjQhVcjKEjP0qV+REQ48PbbeTbb/4pVVQkyMloxGCxj7JYtksI0cKATnp5dv8sdO0poaiphzhw7evTQc/ZsA5WVBgICdPTsaZbBlZ5hJyc1JSXJDBgwmOJiBwyGICZPjiY19Txnz7ZSVGTgypXdTJgwm6VLk21WoBobndmwYQcPPXQPxcVFNveyebMMhikokINSQIC23fteX29k4EA9/fvrqKsTJCS0kpFhZNYsV9atC2TBAnfs7DTt1Ay9Xv5jzmdgTlAG0NQkCAvT0KOHLcjOzzdw5EirjfytEIK+fcHX13qDhwf07WPJeGy2skpJZ+xI5zQapYcbIMSUdKa8BmrqwcURPLsY+/9u+68C2cXFZTz44Os4O18hKMipS/WN/2urrJQDhNHY9UC5cmUO06Ydp66ujfBwhV9/7WsKhDIfb2DhwgImTbpKcnIVkyfrOX3al4ULHa2WqtLSWpg/v4w9e5rw8VGxdasvkyfbujsbG43ccUcx2dlGYmJciYmxBb3ffltBXJwz8+d74OtrAbzp6U34+mqYONGJwYO75mNv3FhLW5vkeMosdzIyuaKimYED1dx8c9fH/fZbK7t2teDvbyQqyraa7twpuHq1jenTBbM7Sftt/Flyfe+cZ+Gv7twKvb3g1hskyMzKs/aENrfI5aSeHbJBpeRDdoOtVF8xoO9mSSLT0VqQWtvBPSyA272L+YdWJ/lh3iaw2aaBUTHQs9NYU1ENlXWW2X1to/U5M8shMQt0XQi7tBlhUB8I6HSf9c0ytWx4L+tyc+KeU+dlhzZ8MNibztskIO0qlHWg/A0cAQPjoK4LMYQAPxgdD56dnl2PIDhdAtuOW2gm/QfAsLFQ0uE8kSbazKVOnGyAXr1kPb940XZbRIRCz55Ke7CM2YYMkXXo5MnOQY4WCcGOQZbjx8vy3bstwPT22zXExWnZtUuea+ZMWf7rr5bzfffdl8THj8DF6QTdAmT2z6PHbO+zqMhAQoLlB2/Y0MimTfLlurhAeLiKkBCVlYb2nj0SNP7+u/x0cFAYOVKDp6dlIPPyUjFggNoqQ2tgoIqhQ9W4u9sOeEOGqOndW4VGo7ZapVAUhZkztcTGaq0mJrfeqmP0aD379tmCLCcnFffd54K3tysbNijt17540ciePQYKCwXTp7uQkKBlxQrbmedTT7mRkKDh449byM62Bg/u7iq+/tqDHj0ceOihJjIzDaZjnFmwwIU//oCbb67n/fc9sLfXUlJiZNKkKquERkIIfv21md9+82HcOAeMRoVnnqlh6tRyli2r5Msv64mIKGbjxkbmzHHkp5+8+PhjN7y9VRw92sI999QyblwFZ88aePxxV44f92X3bi9mz7bHw0PFqlVN3HVXLU891Yizs4qtW93YudONZcscUKsV6usV9u838sMPRoqL1RQXqygpgY8+aiAlpdUmyPf/BUtJUTFjRj1nzzYTF+fCnj2R7YFwf2Z6vZ5vvvmaF198h/p6S6chhOCtt9LaPdh33937fwywQYLokSOdcXRsoaqqust97rzTh5SUej78sJDz521VcP6ZmSUAzRPZxkYDWVlNqNUKDzzgf83jtm4tpb6+rT2vxJIlkjSsVtM+Zh89Wkvv3nYMHqxw77338cYbz2AwSO7i5s1fEBLSg+Bgmexh1qxwHBzssbOrQKfr7GFWsXp1OTfeOJkdO/SMGbMBV9cidLoGdDoDqak7WLz4TrKyyoiPV4iPt4zntbVw+rSRkhKlXT7U2VlBo1GYO9edF14IoKnJk+7d/Sgu7sfs2W6AjKEZOVKPh4elzzl/XnD5stI+5ne0igqzCpD1uN7UJAPiazuphCYlQcYF2/E2uwDahDXIrqyG0ACIiQInE5TJKYbwHpKjfQ02z99q/1Ug+513VpCYuBmI5Px5DVu22Abo/F/b/v1ZaLWCW26xzoZiMBh58skjrFlzBYNB8MwzYXz77YB2nrMQgg0bKpg16yqrVlWj1ys8+aQHW7d6ERZmqchSa7SWYcNK2LGjhVmzHEhO9r+m8sfLL1eSnt5Cnz5a3nrLFjXW1xv5+ONyDh1qZNEi6+1bttSSnNyIv7+2SwF8gOTkBgIC1Nx+uwVpfv99Lbm5rbi7C1xdu66C334rAchdd+lteG4yYNRAaSmMGmXErsNPy82Fjz+Epjp48H7z/rB9J1xMhxGDYEcC9JwItz4qt1dUQ9plcLQH3w4e1gKT2EFAp9XHokpobrP1OoOkfRzPBEUDdQICe0G3LpaoUmrhqr2UDAS4VAGHCkHvZr1fbaMMZvM0eZBLDaDyBg/TPVWYOiSPLugieVWQkge6TvOY6kZIzoPqTq8s2+TgSb8CBbWQnANtpn3MHu3WDkCsrBlO50GNyfH44koYMB92HJEg+2A67DhhPZlRq6FXsPz/oilApXeYVFY5fBoaTefq3RtChkBGNdR3Gg/7D4B+EZBzFRvr3VvHlSt2nDplDQIHD1YxaJAKOzuVFbewe3cV48c7UFnpxNkOXvMRI1T076/g7a0iJ0f+gPh4DYmJGtavVxACbrwRxk2Qy5OVlWAwGFiwYCmJicl88smn3HM3jJoIG7oIfN24scFGv3zp0koaGowoikJTk4YzZ9TkWnJYtf/f0CDbgKJoSEpyIDvbAnrs7LSkpjqSlWUpCwhQceaMI7t22bUnLzKbj4+KtjaZOOjMGettI0facfiwPZs2WZ7lpElaDh7U88MPqvZAzI42Zoye4mI1a9caTUoeCrNmabCzg59+MrB0qR61GjZtaqOgoPNqg5bbb9fR2gqvvWbbd0+dakd0tI6GBli4sB6jUaBSKSxf7kTPnipSUgw8+WQjv/ziwqBBGiorjSxaVEt1tbzOq6/Ws2RJLdOmVfH4485s2+aJh4eKqiojO3e2MWiQTJozf34F8+fXUlRk5MEHnbhyxY8PP3SjtFSwf38ro0ZVolYXc+ONVZw9ayAuzp5ly1yYM8ee/v3VVFQINm5sYty4Ru6+uwXQ8vrrjmRnu/Ddd47Mm6fDaDRSVibYtKmFhx+u5eGHa3F3L+Xxx2v57rtGdu9utglU/U9aaWkrzzyTw7hx6RQUtNKzp54ff+xDUFDXOsxd2ZAhMYSGBnPixGlA1tk330xj+/Y8nJw0/ysebLN5eOi4fLmMnByFzZuP0NpZ/xIYPtyZu+/2pa1N8Oyz2bS2/mvPNzu7ku7dW9rpmJs2VXDiRB0REfYMGdJ1lk6DwUh6ulnez4fKyjZOnJBLfx0ztf72WzkXL9axd+8beHt7cv78RdLStPj5GXj99Xm89trnuLgEMGxYECtWPMPevTsZMqSK2bPXMmzYZ/j5fYVKtRO1uo2tW2WHP2xYf77+ehnV1U04OFRQXNyDs2fnUVZWxqJFT5CQcB6DwcJRN7cTV1cVzc2CmBgdkZGWfsQcBG80Kvj4WDDHmTNGkpKMVr/HvNrm7GyLC1Qqhfh4Hd27W/fR5v6w43BvMMiEa4pim3CtqBRQLGMoSJne85dkwjizXSmD9Grw/g8noTHbfxXILi+PIScnjddek0jpzTdrKCn51yV7/i4rLKxl9epU2toMxMZaIuxqalqYMWMny5ef5ujRi3z/fX9efz28HVympjYwevQlbrstm6ysesaOdSAlJYSnnvKyonZkZraxcGEly5ZV09wMCxc68f33Xu3Bhp1txYoa3n67ltGjHVm71rdL1ZJVqyqorDQQE+Ng4+XevFl2HjNndh1RfelSM2vWlFFT08DMmfJYOVmopaDAgxtv7Fq08vLlNsrLW4iOVnP77bZek59/NnDxosyMeO+91ve8fLmkhcyYAT1M/Xd6BhQVSe/28OGQYgqaCzdd3qyhGdrdos7Q0gqhfnL269MJTOeZ+iXPLjzUG/Za9imrgauVoO00LgkBpSaw420Gz9XW381WqIAxEDxNHURFHRgFeJiu7eEKo/p3vQzWTl3p1P/Xm4CsY4fJSdIpC0WkqMS2w/Py9yc43B+nDs/C2eTlrjHRRQpK5WQlt1hKCro4yRWCyk7Ably89HJfMSmV6fXQO8SSYRPkCoSjs7yP9EvWx4dEwPkKON2FlzvcFIbROTDS11ehtEzP7j1aGw+4n5+G1laFhARLmVarEBpqR0KCjh075EOIi5O8wMxMOHlSSkqpdPJ5/fCjXCavqCjlnXde5amnnuGmm+FQLqzcamDKtBt5662X28+/d6+t+7++XlBfLwensDB5TXPgYVWVID1dvqC2Nti1y4Cr6Z1Xd3Dc+ZpWDoqKwN/fH39/f9TqDlz4Lrz/cXHy8/Bh6/JJk+T7P3gQ6kyrDmFhEBUlB769e23PNWmSgqenDFQ6fVqW3XuvHRqNMx9+qMXPT8XixTqGDbPjs89sB+CXXrJn3Dg9P/+sIy3N1rP7yScO+PoqtLYqfPKJfB7u7io2bXJiyBA1W7YY+O67NrZvdyMqSs+2bQamTq2joUEwfboePz8V+/e3MnZsJZGROk6f9sHVVUNZGaSkCCZMsGfsWHvWrm2jX79qli9vRK9XWLbMiawsL158UaqoGI2wZUsLjzxSx7JltTz3XD1r1jSxcqUrp0978PjjTgQGqsjLE3z0UQs33tjI0KEt7NmjMGmSHb/+6salS56sXOnCvHl2ODpCba1g61Y33nzTiRdfrMfTs5SQkFJuuqmKN96oY/PmRtLTW9sl1royIQQJCU0sWFBGz5557N//1x1NRqORpKQa5s27SPfux/nss0I8PdU8+2wABw70s5Jt/as2Z87NvPrqe7S0tFBW1sw331wiPb2aFSti/tcAttkiI2Xn6enZj/fff7PLfd58swe33OLB5s0lLFly8S+rvbS0GDl7to68vCb69DGnRC+moMCFiRPDuti/hba2No4dy+f48X1ER5fQ1pbFjBln21eMzFSRlhYjO3dWATB8uIGamlpKS+1obe1JU1MIS5bMJDGxhgMHHNFo+uHoqGPEiFG8/vq7rF27geTkrRQWbqK8/CXUakfKyhRiYxfwxhsf8uOPhwBwd5dtxdXVhW+++ZCICKlVW1Z2BoMpMrKhoZnYWOjXz0hjo+DIkZb2AGGQIHvAAI1VzBdYnCgdwbG/v4rBgzXtXv+OVlwsSEgQtLZaj90qlVxBtbe3vJOaGoiNhdiR2MRlqVXg4yn/zNZOkewwjmaYnEcBf5Ic7u+0fwqyFUWZrSjKb4qi5CuKUqcoyklFUW7rtI+iKMoziqJcVRSlUVGUQ4qiDOy0j0pRlBWKotQqinJEUZSeHbYFK4oiFEVpURQlqNNxU03bgv/ZvSYkNBMU1JMHHnDi3nvtOHGigptuyvvTTuk/aU88sZvo6ABmz+5HeLhl+vXzz5n8/nsOHh56du2ayh13yM4nPb2eO+44w9SpmSQk1OHtreGFF3zZsyeoPSIYpLf5ueeqiYgoYv36BoYO1fLLL558+aW7FUe7o23Z0sBDD0k+2aJFLl3K7zU2Gnn33UrGjHHiqaesCVHZ2c3k5zcxaZIjEyZ0zcd+8005nZw1y6Wdw3fgQAPZ2U1MnuxipVLS0d55p5bjxxuJijK0KymYrbJS8NBDjej1TXzwgWLViPPyBGlpBoKDBc88Yzlm06/Q1gSL7pSe1JIS6OEPg0wpV6/kQ99gGNCBPlFUDkdSoLxU0kjMltIB8GltV8LaAfjZbKg2eWDdOjFw6psgsgcMDLEAXWcvGBUNfp0WE8rqAAW8TI9YrZbnczcB5+NZcOiiLZAGcHSAmAjwcbMuNyoQPxiCTdQYIeCJ5R1+e6kEx/HDLJJ9bVo9B7L0FHbgX4f0gpAoMCcmNHv2zfzyyWMgZgTklVlf39kLDl6CtGxL2bjx4NtHKpiYLbKP7CwzsqyPN9NczncBGPv1g/B+oLW3DYwcYsryeeqUdXl8vBxAzp6zLp8yRX7+/rv8VKsl/z+8H2zYIMvuvkt+/rxZXs/d3YvHH38OJ6feRIZB/CBoaFKz/YgfTz/9Ep9++h6tra0sW+bAvfc68tBDLvQb4kHYSG+ys/3x9paVbfhwFSNGqLlyRZ7/k09aqO/w7F94oQkvL8HYseDmZikPCICRI8HZVS7Z6/Wynxg3DuJHyWXXznbddRJod56YeHnBnDkQHQ27d1vKFy6EQYPhZ1u6LVqtwv33a6is1LBqlXlyosLfXyEvD7ZtgzvusCMpScdnnynt4N1soaFqIiLsqK5W+Mc/bIOtPD1VfPedM0eO2PHkk4IzZ+RL7t9fw+OP21NcDI8+2kxqqmDVKie6d1eRmNjG4sUN9O2r4cgRD/r2VWNvr2HEiAby82HbNndee80RtVqhslIhK0vLhAlaGhrgyScbmT27nv3723BzU/HSS06kpLhbrZ6ZzcVFITRUzYABWp580oGcHCeOHnXgscd0xMVpKCtTWLvWwB13tBIR0cxNNzWRmqowfboD333nRn6+Fz/84M0DD7jRu7cae3vIzjby66/N/PhjE7NmldOvXzH29vmEhRUyaVIR06cXExtbwPTpxYwdW0C3blcZNaqI776rIyurjd9/byA7u5mcHPl3+XIjp07VceBANVu3VrBiRT7333+RUaNS8PRM4tZbM1i7tpTWVkFcnAv794fz2muBNnE6f9WWLXsSLy8vPvnkG3buzGPgQHfmzu1JQIAD5eW23Pv/iU2Z4svw4c6Eh09i+fIPKSiwXery9NTy+OPdsLdXsWpVEa+8kv2Xzn3yZDXOzmp69bLH1VVDZmYNzc0NBAY6MnduN65ezWL16q+4776FREcPxNXVBZ1OR3z8ItPxPzFy5K8mipiss2fPNiKE4NChGvr3d2TUKBcSEzdx4kQqEyY8D8Do0TJxzYED1abv1yYVu7m5Ex3tTUiInqVLn6W11cgvvyTj5VVPXt5xqqult0NRFEJDwxg4ENLStnPzzdMpLS2irKycw4eTqajIap8IdMzH4eioIjXVgZQU68rfr5+auDiN1YTl0iUDp061dSlY0Fke1mwGA5SWyszDZmtshMOJ2Ei5ApxOhpJM8OsAshsa5PfuHeKoPjb135e7iOH5T9hf8WQ/CtQBjwDTgf3AD4qiPNhhn6eA54G3gWmm/fcoitJRYfh2YBAww3SOL7q4lhZ48l/8De327bellJcbUKkUnn/eFT8/DYmJjYwalW0l6fV/YampRZw7V0pKShHvvjvRatuCBX156aWhHDt2E2PGBJCUVM7s2WlERBxh3bpievUSLFvmzcWL/Vi0yKuda97YaOSzz6qYMaOM11+vpbkZbrnFga1bPbnxxq65zgA//9zAQw9V0a2bmhdfdGXevK6Xuj76qIKcnDZqahSmTrV2sa5dW0F+fiuenqougXxVVRurVkm0NXasBWWuWFFJXZ2RQYP0XXbc2dmtfPddPYoCTzxhC97/8Y8miooEffuqmD3bernpjTeMJCQYGTbMQEQHKbyNG6WCw6hRsiH/shFy0mCYaZ+UcxJ89OxQW81guWNjFQIe+dLyfXOS9b2dyezwRYEKHdgHg0engI2SejheBxX2ltl/UjEcKgUvN+t9NWrp3fY0vaKMWqjSWugjZrpIV1718wVw5IpFhs9sVY2QcAVqTRhmyx44fNJ6n6TjkFAI5v7Ozpz5sQNFwKiCrAooN4G/oCDwCoVis9yggCNZkNtJNSs8WH6mZ1vKfH1kQOfZDs9w0AiocoYTHfYDCbIH9QddF9U2MBAKFNh91nrJEGD0GBg1Hi51GntHjQaNu3wOHYH5DTdAbJxcEWgwTZgmTJBgdN0PcrCYOQ0mjoYDf0BCgvRw3nqrvI+cHHhkDsT4GXEXzxIVFUFDQz06nY7rrnNk8+Zw5s8/T4uvPZdr9aRetrSj4GAtR4/qOHBATW2t4IMPrD3fx48bOX++jf0HZDIms0xXSIhMurR9L3RMHOjfDRKS4MhR22cWFweJifDDD7aa5wMGwOEk+KUD73zSJEhJgV83WV/DbDNnyqQWa9dKnqVKBUuXSgmurb/LScDIkZJis2qV7fEvvKDC1RWOHxfs3GnrIJk8WcM99yg0N8Nddxna9cLnzNHx/PM6jEZ455026uvV7NnjzKhRGn77TcusWQb8/FQkJXmg12soKhKMGdPADz+08uyzThw+7I5Go+XSJdi3TzBnjp6pU7Vs2WJk3LgGbrmlgdxcI1FROnJyvPHzs+73amp09OvXzEsvtZKfL2k/w4drePddO37+2Y70dD0ffKBl4kQVUVEKaWlGPvmkhdmzGwkOruO662rZtq2Nvn21/OMfjlRWenH2rCdr1rgwZ46eyZP19Owp+7yyMiN//NHC1q2NJCXJzwMHWigstB7n3nuvkJCQcwQHn2PQoAx69TrFkCGpjB17lunT0/noozw++6yAhIRqqqraGD3amSee6EZm5hC2betHRETXgel/1dRqNePGjSE/vxAnJ7VJWcTIhAm7GDt2J4WF/zo3+lo2fLg7yckF7N5dRnT0MHbt2tblftHRLmzY0A9XVzWbNl3iq6+6mHl2si1b8ikrK2HuXNnxfvHFZRISLhEQkMGcOROJihrITz/9jK+vFy+99ASZmccpLDzP8OEz8fbW8+ijj1Nff73pbLJTLShoJSurmY0bKzh8uIFRo9zar7dtWxW+vhpuukl6Lq5caWX0aFfGju161dhszs4uZGU5EhQUywcffMbSpcspK4uhW7cBrFv3S/t+J05Uc/p0IytWPIm3tyf+/t2ZM2eh6VrZCNHEwIFN+PpaJkJOTrIt19dL1TKz5eUZSUxss6KimQF0VzkUPDykBKqjo3Xb7gqimfsXfRerwWUmOqdnBw91Y7Ps95uaLd8rTBP5xr++qPO/an8FZE8TQswVQmwUQuwTQjwOrEeCbxRFsUOC7DeFEJ8KIfYAs5HTtQc6nGcE8IbpHM8A1qRkaQeAhZ3A+V+2tjb4+Wf5RP39tWzeLMmwyclNBARc4vTp/zuO9uXLFYSEuPHQQ8MIDLSejba2GomJ8eWDD1Lo0eM75s3by88/l6DVKixd2o1vvunFhx8GWul0vvNOJSEh2dx/fylXrjQwYoSOw4e9WbPGw0o3t7N9/HEtt9xSQW6ukQULnHnxRbcu9yssbOX77+Xs+e23fayCSKVIfhUA8+bZrsHU1BiIibFMPefNkx1FdnYLJ082otHALbcYKCsrszn2pZfKCQsTPPywI336WNNctm1rJiPDgLMzrFxpZ3VP2dmClSuNKAq8+KIFfKeny3rh5iYB0vkLMt14j0DJGwY4a7rVqI6e7BKIi4ShvS1lmw/DwQ4yc1926MOFgGUfW74npUFJFTS2gWsnkFtiAsa+HYBxsanMrxNYPtsEpQ7g7SavUWECtJ5O8ntYDxg1wNZbDlBjGr9cOl2/2QSCdabHu+oXbKy0EGiRCisA9voyxo0ow7lDyzR70ytN9+TuIrNIFlbJ7z1M1IXcTmA3oqf02jd36H36m559ZofkNZE9AQVSO3kxQoLgooDfL0rJxI6mKDDQtEJx+rz1tvD+cOgs7Okkq9ent0zYU1RsHWjp7y8DWQ8fg90masSIEVIhpaIC9u6Tnf+IYYCADz6Qg5BGIyd1774LU8dAwXkVlRXdePnlszz22LN88cWHPPvsYzg42DN0aAyFGR8A8ONOyygTb1LFSUyEY8cMVHbWWwQSE9sICJADUY5pBcDeHsJCJeg+cbKsvY0NNyVkSu4iCLNnT0knqaqCo51A+E03yc+tWyVgBknJGTBA0lR2/WHZt7xc/u5Bg2DwYOgeCFtNyisLF0JNK3y7Tko1PvccDBkBb35gOa/ZvLwU3n1XjcGg4cEHlS6B/Pvvq7nuOoXqajWPPWbpB156Sc+jj9qzd6+e668HJyc1K1Y4Y2ensHOnYMCANurrYdcuB+69V0tzM3z8sZGHHjIwaJCWvXudeOQRCdTT0gSZmWoWL9bi4AA//dTGggVNPP98Kw4OCuvXu7Z76lxdFSIj9RQXw/r1BoKC2pg5s41t24y0tQkURaFvXxUPP6xh1y4927bpOHDAgVde0XPddWoGDFCRkWFk69Zinn46n8jIGnr3rmH+/Hq+/LKFigoVN97oxNy5rgwb5kx9vT3gxNSpLkyYYEdoqNrGMwhSvzwoSEdgoJbu3bWEhtoxcKD0mk6d6s5tt/nyzjs92bmzP/n5MXz/fV/efjuYkJBrS7L+K1ZUVMAHH3zKDTeMx8lJixCCEyfkCurVq/XcfPN+qqu7IPf/GxYR4c7w4d7U1rahUg1j//4D19x3+nQv3n/fn9TUApYuPcJPP2Vfc1+DQfD99zIgYvx4bxoa2vjmG+kNKC5exZQpEzh3LoG1az9j2bLFxMYOw8HBns8/v0BSUik9ejgxYYIPHh62TqWkpDo2bZKNe/Zs6ZKtrzewc2c1xcVtjBvnSm2tgS1bKklMrCcm5s9BdmGhnG137y4rQ2mp7OxHjx7Ahx9+yeefryI19RxXrsjBoXdvZ5Yvf4HS0nTi4x8D4Px5hRMnDnP6dDW5uZYoREVRGDOmjZiYZiorLejZ1VX+LjOnW17fyOjRKrRa20lyba2RQ4eaqKqyRtVmkN2xHjc3y77QvApptupqGNAP+vezBuANJohnVt968UdJrwTpXPq/sH8KsoUQtkgIUgCzj28k4AJs7HBMPbAVuL7DMVnAXEVRPBRFmY2tTC9I73Yd8PhfuvtO1ru3liNHLGuqQ4faEx0tn3ZxsZFBg7KZMCGHXbvq/uOZt266qR8//jibJ5+Ms9mWlVXDpElbWLHiDFev1tHYWMc774Ry5Uosn38eTkiIPUaj4MCBGu68M5OePVN59dVyiosNDBqk5513PDl82JuRI68dlFJdbWT+/Co+/rgeIeCNN1x46SXXLsXzhRDcfXcJFy4YePRRmV2to/3xRx0pKS1Mn+7G+PHWjb6srI1x4zLbs0ABmGNQ3nmniOzsWh55xBUHhybqOq0VJyY2snp1LZcvN3PffdbXLCgwsmBBA4cPt/Dmmzr69rX2Yr/2mky5ff/9Kvr1s/ym77+H8+dh/nzJ8z1xAmIGw+SxlmPVQoK8iFBL2eVsCXD0pmpS3wjLPrN+TofOQLoJ3Px6EPanWLY1t0BeFjjqwL0TyC1vgNgQGGiia9Q2Qd8AGNcXnDuMbUJI0Arg5SQDFvv6Q78A0GulSkhiDhwvBIcuXn1wdxg10Dblur0zjI4GH5OH/cnFcPct0KsfuPnDwCiIGgJxI0FtWhAxGOq4UltHdoeOyjcAXHtLjz2An4kuUmUC91GhMCQSijpFi/cOhITLsDNVct8B+vcGj2A40mFJb2AvObkwYhs82d9ENuuKlz06BuJGwIVOHuvoAfLzZBqdlDRgdBz06QXHTlsfM2Oq/Pztd8u+Dy0De3dYuVqW3XuvrFvZ2XDpEjz1lCw/ckQCz8fk2MWaNaBSqVmyZBmvvfYuX365Ag8Pd+qvfoF/y35++jiBujp5Y716weTJEgC7uqr54gs73nxTT3y8nh499Nx+u55nntEz60YYEWud3GfqDXJgOnO+rr2NDR0C4yeA0GET/Agwbz7Ej4Gde6zLw8Lg9nngHwrbO1BG7r0fvHvAdybazAuvQEAobN4qv9+/TGZe+/Bz+d3VFRbOl/+/97H0hrcZobAIVnbhzb7zThXduytcviwnK53NyUnh7bc1XL2q8Pnn8OOPslylUnjtNS2xsQpXr8K0adCtm8L+/Rr0eslJDww08PLLRh56yI61ax1ITVXzySdGRo82UFEB779vx8GDDvj5qUlPV/j6a7jpJj3z5mk5fBhee62NsLAmLl5U8fLLsnG9+64TaWl27N+v44YbZJKNLVsE06YZuO46Aw8/LPsTM5BwcFAxerSG55/Xs2ePIwcPOnD8uAtPP21g+vQWhg9Xk5srOHXKwOHDBt59t5nFixt57bUmjh41tNff8HAdv/7qw+XLgZSXB/Hgg85W3Nhdu3qSkxNJbm4UaWn9uHx5CCkpAzl4MIqtW/vx8svBPP54EJMmeRAQYBtk/u9YTU0Lzz9/lBdeOEpCwj5qa+uIixuOTqeiudnIpUuWCnj+fBVz5x6kqcmWGvTv2DPP9Cciwo0DB7Rs357M1atZ19x34cIwXn11EELACy+kkJraFSSBI0cqCA52JDzcmdhYT7ZvLyYiwhsvr2weeWQK48aNwtHRupM/c6aC5cvPmO5pAMOG6Vi8eDNabQYhIYKZM92IiXHCYFAID3fm+uvdiIqSne2ePTU4O6sYMcKJbt10JCXVYjDAkCGOfyqdCODpqaZ3bx0BARKpCqFh1Cg3RowIZd++3SQmHuPee5+jqqoNNzcFo1H+ZkVRKCgwmP5XsXr1twAkJ5/ko4/eptk00y0oSOfIkdOUllrG9549y4iJybEKojxzpoKDBwtxcLB1T5uTbHXMsguWjLbaDr61pia5QtiZLlJdDacOQWWudXljLSg14KqGY5fgvS2WbWfy5KpqedWfPMC/wf7dwMeRgNlP1BcwAJ3Ck0g3bTPbl0AvoBz4Gni4i/PWAx8CSxVFsVWU/yeWn1/H6tVlVik/f/mlo8C9YM+eBiZPvsrrr5f/q6f/H5tGo8LNzdZD0KePO9Onh/Dss0NJTp5NXt4CHn88BHt7FZs3F/Dww6kMH36WsWPTWbOmjMrKNu64w4EdOwI4eTKQm25y/lO5wj/+aCYyspzvv29Gq9Xwww/uPP20yzU71M8/r2b79gZcXNQ8+qitp/qVV4oxGhVGjnSyonxUVRkYNSqTkyetXVP5+a3k5bWwcmU5igJ33mkry9HSInj/fdngn3zSnbCwjgk2BPfdV09ZmWDiRA333muNKDMz4bvvFE6cUPHQQ5ZOyGCQIBssHrkdv8OR3TDI5KEuKYPtW+FKGvTsoAKSYwJ7PUwBh4fOwNUukoWtN8nevfyd7basC1BfA16dQG5uBRzOwrxqSGEtnCqEnBrr4JHKRoj0h/4BoNdI+byzjdBg6s/bvdrXWNE9UigVS5w6MYeqDHCw1KIuMnIwfP06DJoNVcPhqRdg5FxIbIIaUw9hZ/Iu1HdwOrk4QHWLnDQAdPMCrSdkmr57usHJHDjfKbW6gx2E+MpAy0um5xzsJ+WYiitlsh8Afy/AUwYPZnXS275uKIwaDBmdzg0yoVBiFuw7bV3u6QE3zoCIgXCmU281ajxcqIGdnTy5M6bCqLFw4rKFkjFrhpSZ2rJNcgj9/OC++2Sg3/vvy8DApUtlcOTy5bBoEVw3CTbvhJ0dPL/XXXcDBw/u5cypH3Foq6GqspU1a2SUjqJIysnRo7B5s8KSJTqeekrPjTfqycnRA3r8/VV4+cDRk3CoQ9BiYBAkHIfTHXTHnZygUcCpc7CvQ4Bn++8fDQnJ8MNGWy77wKFwIQvW/WQpmz4Vyith6w4oKZUTtpYW+EqOzdxyowTWSclwyvQeHn5AaqJfyJbKMC+a4ia2bLddytVq4dNPZaKJ3Qfh8hXbex4yRD5vgBWfWfjm9vawZQsMHAgqNUybDsHBCh98YGlcr79uJDy8jTffFDzwgGJ61oI77hBs3SqVZLZts+OZZzSo1bB3ryAhwY4nn9QzfLhCcTF8/rmBtWsdWbnSm4ULHUyePjUffKAlL0/D8uUqevcGo1HFRx/JiU/37tKL//vvWPHRdToVQ4dquOkmHS+8YM/Ro67k57vx+ecOjByptqF8me2dd2pwdi6gR49CHnusEo3GyJNPOtO7t4bgYLXNauDfafX1rbz/fgo9e67mtdeOs3z5KebPf5jbbrsRjUaNEIKCgkYbqcKkpBI2b865xln/NYuP96V7d0ciIz0YMmQON9xwA1VVFdfc/9ln+7NsWT/y8gzMm5dMW5stKNy0qYSkpAamTg1EURR++KGAxMRaVKpMunWzle67erWeefMOERXlzqJFvRg71p9ff/2dr746S2urDwEBsGlTH5KSIjh2rJWEBAMDB7q3j8cbNtRQUqLh9tulHzM5uYWBA92ZMePPIVFLi2DfvhYyM43t6h+XLxs4dMiAXq8hMnIQv/++m/37UzAaR1BT04sPP5T8x/T0Ri5dkuO2EGruu+85QkI86NNnEJs2/UZkZDg5OZnt8o2FhRaMVV9fxJEjJ6moqDIdLygslN6TjiokZvP1VYiNVaPTdaaLCHx9ZV9lNvMqV+cYCHOwtzn422x1dSCMcpV24acWL7bZfkiAIbdf+xn+HXZtXsE1TFGU65C86oWmInegTgjReSpaCTgoiqITQrQIIWoVRRkOhAIFJm93V/Yp8A8kCH/+X7m3O+5oYNeuWlavbuPuuy3gsHt3jSlK1tLJFhQUk51t7Ul1cnLCyyTG2NzcTGFh4TWv5e/v3x5UVFZW1u4xqq5uorq6maAg+fZ//z2TnBwj8+b1JyrKl+zsbAymNfiOWrYffRSJp6cnzqb0RXPmHCA52TJNGzw4AEURTJrkyuTJbsTGWvRoCgoKaOlCT+vChVa++UZw/Lg7eXlGYmKMvPVWHUFBdWRn2yJGf39/kpIMfPVVNSEhtbzwgh2trXlWmsMrVtSTlGRAUWDxYvmMs007HDrURnq6ufEJzM87L6+VbdsqiIoyEhXVjKNjMUVF1kL5K1dWs2mTAzNnOvLUU+5Wv2njxkayspqZOVPD8887UFHRYvWePv+8kMBA6fnTamm/3+PHoWdPfzw89MTFQUlJGRcv1BHcAyIi5H7HTkOwP4T31qFSWZ6pxpDN9DjwcZb79XRXeOpmZ/ac0pJVbIersxZXJ+gf3EB2dgkj+rhTVuVIcZUKo1G+V0W0gtDi7Wz9ngrzIFgDAchzn88HT8WJABfrune1GqrqoJuL3O9iEQSrwdfBH9BT2Qzx4WWEONXZ6EIDOBp0QAAOpvmK+T0ZqiFYC+o6y7Py9PREp5Y32lBfi1NDOcFAbbHcx9BYREiwH/YdOOpeDjLC25xsp5s7tBogv1J67Hqa6CJZXSS1uz4GDmbAuQKI6GGiefSEK0UyINLPQ5YNCYWdp+DkZWvOfFgwvLYFvHzhgRnW5x4eKT+PnZOAsePExd4NThyGI6kwqENC2DHD5ef+ZOtjIvpBfg1k5kDSCYgfDt26wfUT4XQabNoCi++GxYvhww8lx/ill2DJEvjiC/j8c/jHP2Td3HsIXnwNJk+0nD8ychAAeXnPAY/w6BOb0em03H33/dx6K3z9tfTSvvKKpKJMmiSP27VLgv6xo+HlN2DfActvGWuimqSkQWGhpZ1NHA35eXLfgRFY9Tf9I2sZPKCcigo5EQjvQOYbMxJUqmB2H4DScmhtlvX4lhmSfrVuI0wYDb1DobrGiYuXvegdBksWNHM+vZA1G8HDzfRuYmD3AXjvU3jnFX9uukXPL7/DB5+XMfdG6/44JAQWLIGftuq45+EA9m6WzyC7Q2W/4QZ48mn48Re45z5Yv9qT7t2d8fSE9etrmT+/nPw8uPMueON1GD3ag4MHLbPOc+ekpu/Ro6X88EMTW7aoeOgh2L9fTpTuuQemTHHgs888WbdO4a232pg0qZDXXzdy6pTCyZMqXntN8tkXLICbbvLH3l6Pr6/CggWV3HxzLenpcPCgwsGDUnUlJQW+/VZHWVkAMTEwY4YgNDSLvn0VKiutZ5OTJ8Ptt3vi7OzKunXNLFpU306fUakE8fFF5OdLz3ZpqZqVKy18s2HDqomLu0RYmJ7QUB2hoXr69NEREKDHxcX5fzzWmS0/v46tW7PYvDkXe3sPysubiIvz56mnQvjjD8kcLSoq548/LpGRUWV1rJubjjFjfOjbV0NeXqeZtMm6d7eI7RcXl9PaUUe0gzk62uPu7sKSJX345JOzODoGEhcXy113zWf58vfR6SyOG/NvUhSFxx/vQXJyponaksjs2RbtBZ1Ox44dcqycMsWbjIxMzp27THCwwMEhHZhEaWmF6bc4U1kpmD59DxUV9fTqpWLx4m5cvVrEt9/+yJgxD3HqVA1Tp0ps0NpqZNWqKpycGhk9upLs7AZaWowcPlxAYGALQ4Y4UFamsH9/I6dPG3jhBZ1V3e9sRqN8nz4+aiory6mrq6O1tYzg4CY0mjays6UTKzW1GHBBo2lkzJiRrF37K5995oEQlrrz5ZcZCNGT8nIVvXu7c+ZMOqBi6NAKnJ1r2LdvMzU1jri7e2Bn10RwcAt1dc3s3buTH36owMGhlYcf7kFjYx7Z2dbOPINBzeHDCiEhKqu6V13dgr19K1qttl2WtLbWj7g4HRERUFZW0V73cnNlYLqvrxyfdDodAQEBNDaBpzs4u+SQeTmQzn7kX5OaUPHvZfz8d+1f8mSbFD5+ALYIIb7rsKkr7oXSeZsQwiiEuPQnABshRDUSaD+oKMq1Q2m7sMmTnejXT0NGRplVspeRIy2dqlot8PYuIyGhkDffzLKakf1P7cyZYu65ZytPPbWHujoJEK9erWblylMcPGiZqZ84Ucjs2b/y3ntHOXYsn9bWrqLo9Wg0KgYMcOXOO4NYtMiH9evDWLTIh27dri2lZDAIkpObeeKJKpYurWLfvhYCA+HNN53YvdudoKBrLzcdP97ItGn5pKa2MH++M2PGWLtPUlPb+OAD2cGpVNgkt4iPV7NkicDe3tqTnZxcz/vvF5KZWc/dd9tqcZ8718wPP9SiKPD44+5WUoJZWQZWrmykpsbILbfobATsz5+HX36RPNF586zPu2kzHE2WgWgqlRS6DwyCYcMkUALIvQr9w2UmyI52+gKkXbAki9FrBUsm1RDlX05LXRMvz4NTn8OkIfLdPXNbJRuezyOody6j4rI5+lEuI4bn08MLXDt5ktsMMCAAAszyfY0SkA4Ost7PlLcIN5Pjvq4Vwn2hnwlsVjbB+SqouoZKZe8eEBclqSUdzcEZonqDY6fWFeQN8X0ADXi5QkQgKKZj9WrIarJ4qUGqlhjcIdvU1Ox1EOwJ3T2gqEaC4qg+UKnYekfdXOFsIaR2WO4b2g/yGq0DHePCIToMLnfCAMNNIDC5C4WR0O4waST0DIHsTseNNL3nI2nW5RG9pNpMz+5wqcP1FQVmmoDtbx3oEosXQP4V+Pgj+dvCw2HWLOld/eYb6UW98Ubp1V6xAu69R3p7jQrsOGh97TVrvsbPL4Oh0yJpDnqYZ19PZM2arxk9GqbPBKMeEk088r594ZbbwN5Deq9HDIPrr5e0omzTs+wfAdNukNk5OwZ/xgyHqMFwKts2yEitlrKXwf1gbydvvpcnLL0HcIG1my3ls2bI4NmNv0vv8aybIasMPjHRP+65C87nwNY9lvuYN1s+0537pDd76QJZ/tUa6CqHyMI7wN0NDiTC12tstyuKTDrVsyfk5cEDj1qoQN26wXvvgbsHXLkCb38IM2faEjPvuktF9+7w0EMqli7FpOMtJzYXL0Lv3irWrFGzapVUXElPV9i8WY23t4p77pGyY/n58PbbMHQofPWVxTOvKAr9+incey+sXy8nXjExEBkpJ0mHDsGmTYKHHzYydaqBjz4ysGuXgYMHjZSUCCta4+2369m3T0NgoHx5kZFGvvvOg507vVizxp1bb7XnjTc8ueMOZ4YM0ePtraKioo1jx+pZv76S5cuLmT//HNOnp7JgwXmeeeYymzfnk51dd83kaF2ZwWDkwoUKfvzxAq+/nswdd/zBjz9eoqamhT593Pntt6kcOnQTERGe3HHHnSQmJnP99Xv46qt8DAaZtvuRR/qye/ckLl++iU8+icbL66/rb/8zi4pyR6VSc+6cgdOn4ykpCeWnn6wDT5qbDTQ3y77bzk7NQw/1wtVVR2pqHY2NlvG4rq6N0FAHBg1yYeRIdy5dqsXfX83gwToUpcaKJlJQ0MDDDx+luLiRyEg3Xn11MA4OGs6fv4iiqCguhqgoe0aOlCu5TzxRQmOjoK7Ont695Zj+7LMNXL3qQnW1G/7+WlpbjRw/LivT8OF/zpMvKzMQG2tvtZ+jo5qICL1VPoqdOw+i0VRhb1/OqlXr2b49h/R062Cg8+fVtLS00NSk4/rrJ3Ps2BE8PLyACs6cOcNvv+3m66+/4ZlnnmPTphcJCNjLG29MZe7cr/n222paWqrYseN9PvzwbQ4c2G2l9GLmcHfWga+qUqiocLVSJCkrEyQmGigttd63tlZOkDurE5UVQ3khuNkJ9j6Vz5cLShhgX06orprro+qZH1vTTmv8j5kQ4i/9AR5ICshxwLFD+X1AG6DutP8/gPq/eO5gJBifavruheRmPwNMNW0L/ifnEAaDUXTv/oeA38Thw+XCbJ99ViHgvAgKuihOnGgQr79eKCZPPiNgt9Bo9ojFi8+LjIxa8e9aeXmDuP/+HSIy8ksBL4kRI1aK/PwaIYQQn3ySLOAlMXbsd8JoNAohhPjHP/YIeK39Ly5uvZg69Xfx9tunRFJSoWhubhMlJU2ioaHtL12/urpN/PZbg1iwoFx4euYLT888oVZfFU5OeeIf/6gUhYV/fh6j0Sgef7xYyHCyi+K22wqEwWC02uf77yuEVpsmIFVAqnjyyXyb89TUtAl//3OiR4+z4osvisVbbxWL22/PFj4+JwUcFQ8/nN2+b1ZWlsjKyhI1NW0iLi5T9OuXJZ58stTqfK2tRjFvXrlQqYrE3XdXd3nv06YJAUI88IB1+ZUrQigqIXR6IYqLZdlLrwiBRojFSy37zbhdCNyF+P7Hjs9DCLuBQhAuRHWnajHyXiGIF+JAiu297D8vBPOEiH1FiOwyIbhbiG6P2+434X25bXua/P7GQSF4XojHd1rvt+WiECNWCbH4d/l9VZoQvCXEvK3y+6ZzQvC0ENPXdPlohPZVIXhZiKZW6/L3TgrBR0I8fNC6/MFEIfhSiA/ThHj9hBCsEOLJJLnt2PksEfxulvBfadk/v0bej8/HlrLBn8nfcjRXPkfX+4RggRDFnV7fj0eE4DYhpiy3lK05IAQ3CzHhFUvZ1mNCME2I0U9bH28wCDH5RSGiHxUiq8j2t09/VgjGCrFml3V5aoYQw+YJMWCO7TE3PyAEYUJ8ud66/PAxIfqPFqJ3tPxNQgjR3CyEt48QKEIcOybLkpJkXXRzE6KmRojUVPldrxciL0+Iz76XdWrgLHn/Zlu37hsRHT1QPP9RmSBciF7js4RarRZtbW3i2ZeFwFmI2fMt+5vL7jLV41vvFgIvId7u8B4WPCZEcHSWePmdrPYyo1GIHtfJezh03Pb3H08VghAhPAfL39fRNu2S20LiLc+grU2IniOEwF+ILTuFOJMu/3foKUR5hdxn3oOy7N6nLOd67EUhIscJcftD8vuk2UIMmyTEIy/Z3pMQQvy4SYjRM4TwGCjEpayu97mSJURIuBADxwnxwPOWexRCvocho2Q7HzPVKOztWwSY/9qERivEym8sxxw/LsTNN8t3p1YL8fzzludRUSHEa68JodHI7YoihJ2dEEuXCuHrK8tAiPBwIZ55Roisa9yv+Vw//yzEU0+1iQEDWoSitIjg4Eti+vTL7ffn69si5s9vFS+91Ca2bDGIq1eNoqysTTzxRL1ISGi59smFEAaDUVy61Ch+/rlCPP98vrjrrisiIOCQgN3tf97evwhYK1xcfhRxcbvEI48cEc88c1S8+26K+PbbdPHDDxfEp5+mimefTRILF+4Rc+fuEC4unwh4T8B7ok+fb4Wd3Qpx551/iOTkwvYxrqP98cc2AUMFvCTgJZGZeUZUVl76W/8OHTotgoJ+ErC2/U+v/0H4+/8i7OzWC1grHBzWi8uXa9rvc/jwRAHbxcqVuZZ6daVewHbRo8d+IYQQX399WcAG0a/fx2LJkvnizJlEceZMokhLOy2Cg98V8JKYPv0bkZ19rv1eduzYIFxdYwRsEH37ys780KF6odGcF3BeODllCCGEyM1tbh9jPTzOCiGEOHasSbi4ZImpU23H2862Y0e9gCwxYUJhe1lUVJ6ALJGS0tRetnt3k4AiMW6cbKRffSV/U+c/J6dkoShZoqXF8k6XL08S8JrQ62eKXr16isTEbSI/P038/vvPYtKk94WPz7vCy+tr8e67+8S5cwni0UfvFSNHRouIiL4iLy9HZGdfFkeONIjo6AIxbZp1x+3gUC2gWvTsaRksPv20TUCLWLLEGsOsXSvb2W23WT+DBx4RAnshPvxUfm9rk98VB0v71gUIIaHvX8O+/9O/v+TJVhTFAdgG6IApwtoTnQGogc6K7H1N2/5lEzLY8kukbOA12Gi2plIp3HqrXPLfsMESQbVwoSsbNnTj5MkQhgyx55ln/Pjkk57Mm+eH0Sj46qt8xo07THh4s72WAAEAAElEQVT4bh544DSbNxdw8WI15eVNtLQYzPdEeXkjZ8+WsWdPDq2tBkpK6nnllcOMGPEdK1acJD29jA8+mMTBg3cRECBnhrffHoWHhz3792fzyy+Sxv722+M4cWIBzz8fR2SkN2q1jm3bcnjyyaOMHLmJceP2c911x5k/P41nn73IN98U8OOPFaxfX8G6dRV8/XU5r75azuzZhfTpk42PTxYzZ5azalUD5eVGPDzUrFjhRna2H8uXu+Hn17X3Oje3lVdfLcfX9wrvvltteoawerWfFcf7xReLmDfvqpVsj0ZjW3VefbWEwsI2/Pz03HOPN4884kVGRi0lJXJ55oUXutkc8/DDBSQm1mFv38rLL1vzv997r4bvv69h1Ch4/31J1NqyxcCRI/KdHDggPUiOjpLn2NFWfAnxo2HxPTKBCMBWkxrI9GmY3ikkm6TrhneIXi4sgf594fpRMqFKR/PygJH9raX9zFZSK724QV4WhQ3/LtZiDpq4o0Gmn/tuovws7bS+k9cMRxtAMbUAc0pzT5NnvN4IYYEQ3MW9CAHmhGbaTq/f/L1zwjMnk9e6rhWcTf/XmlbWHDXg4wiiw2v3dgAfB/CwtySyCXKTn7nV0svYy7TSe9GaHcSAYOjbBzI6eMZ7meiNuzt4mYebuPPHL1muASYVD7UsT+ykIgJSGQYg8ax1eUQYZORKxZLOq9NjR8jPA8nW5cMHQ0E+XLwM5009mk4nV06GDLHUq5gYmTihqkp6s/v3l7EAzc3w5puwYDZ084XTGfBLB2727NnzSEk5y8i+x9Gpa8gqKOX+575HrVazdJH0rO74A7JNzqD5piwFu/bK1PS3zpTft3XwtN98g/xMOG4pUxS4ZbL8f/N+22c2JAoCfCTX+v6XrLdNHQf2dpCVB/e/KMvUanhgAfTtBT/thsi+MqA4qh+sNGloP/UAjBsFm/ZDjok//8AiuJQL6zbB8VT46A04dRE+/FZ+72yzZ4BfkMzMOmOJJZC6o4UEw5rvpOf80+/gva8s2/r3h9VfSJnIA4cVvANk3/bssyr+8Q81sbFw9xK4a6GUahw6FFavhmXLpLf51Vdh7h2QdBTc3eHZZ+UK2k03yXbW1CQ91MUd6lNmJrzxhvSwX3+95Ih3ZvS5u8tzvPmmmtOntVRUaHj7bRUxMTKpj7u7PGdmJrz0kpEZMwwEBrYRHW0kNVXNH3/Atm0Giou79kKrVAphYXbcdJM7r7wSwKpVIeTnx5OXF8emTf158cUQhgxxw8/PjpqaVhITS9mzJ4833jjF448fYeHC/Xz66RkeeOAgr79+gm+/PU96eiU1NS2EhrqyaFEkzz8/gpKSu/nuuwkMG+ZnFeeTl1eLEIIJE6bw3nuzgBKgDjs7eb/FxY3U1PxrS/dGo+Chh47yxBPHSU+vuuZ+UVGOnDo1gHXreuPuLq/X3GyksLCxPciyocFgRSW7994eAHz5pcXravZq29vLju/SJRnFfeVKMgsXzgWgrq6VJUsOk51dx6BBHnz88QhcXS2rzWFhwTQ2yqW3GTO6ceRIAzfckNu+4mJvr5Cf38rYsVfax9iRI2WgzZEjzdTUgJfXP08EZPYMd1ztNSt4uLtbBoGTJ+UzLy6WN7BwYQgJCeN49NFowsL6MXVqFBs2xGBn54MQUF5u6Xi7d/ciLi6SBx54ioAAP3Jy8igpaePhh3PZtauG6uoG3nknlEWLAgkI8OP55x9l27Z1+Pv7MnDgIEJD+1BWdpbjx5tJSbFuEOZFGyE6xnk1MmJEPf36We9bV9dGfHwb4eHWg5haBaE9LbJ+5twCDg6y/2trs22Hf7f9U062oiga4Cdk0GKsEKIzwzIJqEHK9r1mOsYBqZf9Ff++vQvcDyz9Vw665RY/kpKyOHToFEJEoCgKer2KW2+1VsEIC3NgzZpInnkmhB9+KOSDD85TUNBGRkYtK1ZcQVLK5VvX6VT4+BjJy7NERc+d24uff75IS4uBceMCCQx04YMPxqPVqtmx4zIzZshG5e5uz0svjeaXXzJYtmwPERG+lJY2sGTJdj7+eCKvvDKaK1eqiY7ehZOTGqOxBa1Wz5kztZw5Ixt0dLQvxzsMlt7eWkpLLUtCUhLPnogILbNm2dOvn+afRok/80wZb71VabOMn5ERZCVAL4Tgww9tBWYaGqwr99mzTSQnN6DRwKefBnDqVD3z5mWSkSGpI+Hh9lb0Ep1Ox8GDdXz7bRN2dgqrVwdapWW9eLGVF1+UHLKnnnLB2VlFYaHgrrtaqK6GpCQ9y5apSEuTXFhzpjuAsjL4fKUcMD/+UJZl5UgJsUmTYZxJWSQ7F4J6SDWNsJ6W4zPzJJ93eJT1b25tg22nZWcQ6A3ZpRL4BXpKSkZuPeSpwNdfAuahwRDZzfYcpnkbbuYARhO7pjPILjIBUF/TfkYF4gKhhwm4VzTD5RowdDFVNgoYbrp255hYVx0M8QH7Tq2/uwOM8pFqK752MMgVFNO9ujroKGiFIiM0tclASK0ajI6Q0QSlTeDvCH29INJXUmAAoiPhbCtcrIGOujphPnC1VgZSltVJ9ZSoDnSZb/bBonHg7QpThkJNI5zOgqEdpvKjImDbcTh0Du7ooBYDMHoAxA+EjE50EbVaTpJ2HoHEVJjTQbJ+zDAZBFpZa83LVqth6kT4fiPsSYAIE5d73h3w/kcS/D73rATeTz4J774H6zfCgw/Ciy/KSduek1BZBc8ugTU74PPjMGuCnCgoikKvXj25+cabiL3tJ/YX38Cx+miEgO7d4LFH4atf4f1V8PEL0LsXLFoC3++C77fCwlkw7gbYd0bSnAb2gfFxMCRGx+k8SMuE/iblnHkzYMtp+O4IvNEC+g5jt6KYgo5K4Jsf4ZWHwd80gdNopFRWYxN8+QM8dCf0DYW758qg37V/wJJT8PQjMHo+XPgGFt8K/XqDXwDsOwkvfgTfLYfgQFi2AJZ/AR9+A2s/gkcWwTtfwgPPw+FfrWW8FAU+fxW27JYpk10GQP1Z2wxwccNgzfsw5wH4dLVsh/Omy20R4XBoGyxaBmdy1fSMgcX3KgR1k5rnx07CmrWQchp+3CA56R9+KCk/774Hv2yFX7bJhFZvvybVX37+WQLxjz/GxlxdpWToL7/Azp1S0WXBArj5Zpg7V2r2d75/NzeFuDg74uLgqadkco8rVyAtzcjIkQqnTglOnRI4O8OuXUZ27bL0wUOGNBIRoWbUKB2jRmkJC1Nfcwzo1s2Obt3smDnTBxkiJQFvamoVhYU1XL1aR0VFE5WVzaYgQnf8/R0JCHCkZ08X+vRxJzDQml5gTnFvtpycaoYPX8vEicGsXDmZRx99hvHjT/HCC88xaNAUevdexJkzWiZODGDu3FDs7dX4+zsQFNR1zgaz5eXV8/33Uj7v668vEh/vyz339G4PSuxoarWCm1sr1dVXcHHxpKbGzWr7pEn+9Oxp+R233OLPypVZtLWVkJ5eRni4F76+elas6EdbWy2rV3/Ft9+eRqv156mnptG7dyjFxeV8+20Gubn1xMR4s379GCuADbB16x9oNBEEBysMGODD5MlX29OOA5SWGhgz5jKZmZYJR5WJA3j+vCwbMeKf02na2gSjRukJDbXwA7297fD2FlZ0kXXrJEX23DlLbFhcnDfp6fa8/34Vo0c7cOutHsyfnw3AsWPNTJ8uG6SDgzOJiSo8PBTGjInn9dc/IjT0ExoajPTp48rKlbFERlrzMRRF4aefVgIwceItzJo1BjhHYWEbBoNArVY4fLitnWJVUiJoahLY2Smkpzdy9Gg9ixdbB31eutTG/8feX0dJdXVtv/Bvl7W7K900TeM07u4eXIKFACEESZCEBIcEDwmSQHBIiADBIUBwt6Zxl25od/eq/f2xdlPSHbmf9zzvOOce3xyjRlVt17WuOdc1r3nhQhFdu4ok8FJ79QxePDAm+2dlQZN6gtIFotx7neoQaUHZ+9+0fxPJ/h7oCiwEXCVJamzysZJluQBYAnwhSdJHSmLkbmXba/6nBybLcjywBWjzT8uamo3Na548ecadOwlERorwWXFxcbmJgQBVqtixYEEl0tK6c/FiK+bPr8qwYQEEBtrh4iIKphQVGbC312JtrUanE5fs+fMsiov19OgRwqxZTTl5cgghIS7UqLGBvn1/Jy/P+MJMmNAQFxdb4uJy6NjxZxYvvsTjx6l07PgLffvu4cGDTLKz9bx+XUBMjIHo6AxGjKjIsmVVmTOnEl27ujFggDODBrkwZIgL/fo5MmOGCzt2eHH7diA5OSH88osbs2Y5Ur269h8BdlGRzKFDuWUAdv36VoSGmr/MkiTxwQdlFUZyc40NvF4v8/77bzh/Ppdp09zZvz+VRo0evAXYAOPGmVdkKSpyZ/z4Yho2tGHlSh+qV7c2294nnyQRHq5jxAg7OnWyQZZlxo8vIiMDOndWceuWxN27onT62LHmx7ZuowDYXTtB7Vpi2s97BNfWzUfwRwEu3oDrd0V1QNNLdkqJZFpGseNSBZfVx1VkL3+5D0KnwLbzYn5Mhvj2d4aodLiZCNYWfOwlx4y/84pgj0mVQQeLYIUsQwsfCFL8wxc5cDHFCIyyi8pfD8T5XIsVnzLzgIgkzKo3AmAQSh5RmWCjhshEiFLOyc/PlyJ7X9QSmBZq81EcgNKaEl7OcD8HHqQr852hQA+PLfJs1SoI9xdAPVIIanDrlXH+xM3wTAHInq5w4Qmct4hYt60FTarArRdlz7FOqOAen38g7pupdWsOni5w5qb59KqV4EUcHLss1DRMrU8vsPWA3Sb3r3ZtqFFdyPSV6kV36waxCXD9Bhw8JDjZPmHwJBqWr4PR/SDJD868hh8V7rNGoyEi4janT5/gwKqueDrB1SewV+FhDxsoEmA3/Ca2DdCpHRSVwLc7BLivoUTu1ykKIDodeFX05UW6L5v/MB5zjUpgYyeKGB200AsHGK/kNcgyNOwtEj5LbYIiwWcwQKPecP46ONjDJCVb/6uN0LK+cFYysuAbhUO98GMBmg+egjvKSMAXE6BdC/j5MGzbA3M+hg4tITkPvtle9rhcnIzHVlAAIW3gyOmyXP+BPWH9YshRwcg5sOu4cV7lSrBzA/j5SrxMkGjcFyLuwbtD4PploRXu7Ar128EP28S2W7aEX3+BmZ+JpOrN22HwKFj1g4iIrVoluNaWlpwsnKrt2wUvHETxnY0boU0bEd0eMQKWLxcjH6Wm0fjy5IkvW7ZAQoJESIhE795qli1Tc/KkhtRUDQcOqNm9W8f06Rpat1YRFiaikzt2FDB6dBaVK6fSuvUr3n8/mj170snM/Gd5PC8vGzp29GHEiDBmzarHypXN2Lq1LQsXNuKHH9oyb14jxo6tQfv2gWYAu6TEwMKFl+nQ4be3Cf2ZmYV06/Y7iYm5xMXlvG1ba9Wqy/79R6lV63MuXoTCwkzu3Utj5cr7zJp1i6VL7/Ldd4/+9jgdHLRm/y9cSGT48Ats21aOlidgY6MmMNCOgoI0atc25+OrVGd5+fKp2bIhIdlcvfqU778/w08/bWbmzA9Yt64zs2Y14bffduHoWIHiYivq1RMRgZQUFZs3x5KYmM+33zYyA9ivX8fw4kUUu3ZdJi/PjuTkHEpKbMjKKqtg8vy5eUT/yRMBhE+flnFwsKFhw38G2YmJBs6fL6SwULwUxcUyt24ZuH1bxtFRUvbzmufPxbZ1OnMZPWMlRrFsKWRavfoh7dq1YOzYkfzxh9DKTEhIZ+LEKVhbt+LQIRmoxsmTncoAbEs7cWIXMTHXCQnJRq+X+fXXU8iyzPTppmol8MUXEVy5co6nT8U9syzl/uqVuIZBQeYQNluRi1XyuUlJgSsX4aWiJhUfD5Hn/iKJ6X/J/g3ILo31rAKuWHxK9WuWAF8BnyNoJY5AB1mWy08X/ve2FP59KujNm5dp1qwlgjpuoEmTldSrtxQHh3nUq7eEtm33MX/+dbZvf8r9+2lv5Xry8ko4eTKW3bufsmfPQ6ytC4iOHkRi4hB2725N9+5ePH2aTUCAI0VFBjw9benWrSLPno3h4MG+tGlTAUmSsLPTUa2aO3q9rGTwCpMkiZ0736F58wBiYrLR652ZNq0pdnZaLlyIZ+zYx3zxRR2WLg0nLMwRf393tm9P4dNPY/nzz3z8/KxZsyaQX34JZufOYL7/vgKLF7szbJgjtWtbmUWA/84SE0tYuTKdzp1juX+/rNPRvXtZLbj9+zP5+usUWra0Y+VKH95/3wVHRxVNmhhZPKtWpXD9ej7+/loGDHDiq6/iyiRWmUaxi4tlBg9+TUaGHm9vLePGmXupq1dncPRoHtHRBaxcKQD+rl0lREeXEBYmsWiRjk2bJGrXFhJeNiZANjsbVn8DTerD59PFNFmG3QfE76H9jct+9qX4rmZScAZg2Vbxfdciqe5NKrSsBe3rGP8DBCg+SIkMVbwEZeJNhjLPpM15kQRfHTH+33ARPjIpaHM2ypwScTdVVF10UvqVdAXcuij+SGExuOmM803t79ys0gh2vkVb46K04+mFxn2kmQDqADvQyyKCXmo13aCOOyQp/Vews/h+mSG+q3oIIB1vkaAC0LoaGBzhpjI2dsKEKpBfBH1XiBL0rZTKnJYgOzwYHr6BiBcQZdHSaDXQQlnvjAUFoX5VSEqHsxHm0yVJAESAsxZFW1o1EVHcK7cEeCpdftR70LItHFck9FQqmDhe/N6wWXzPmiy+t/0mouQLlOjql0eMFTRtbGxo2LAZDrYwfwi0qApLdgq99RqVoX8XsLOB9Ur+Vu/2Ql7SABy5Bh8oEpV3XkK6cq3fV6oUnLsrrufbY+4sRl6ORVLGCk3ud0w8NOsPdxTcYzB5NrNyoMMw2H0UJr8LTevA62y4fB/mT4AWDWDnSUhMhYqBMH8y6NUwebF4H50cBX0GYNpicW0/GQuv4mD2GnhUjuP09RcC1IMYPeg+GloNEhVbTe2Dd2HCEOEMvPs5HDxrnBfoBxd3QevGAri3Hw2/HhVOyo0rULm6cNDHTYFe70J8ohhq/nIe3LsB/XrDpUj4eBZUawZ7DsKAAaL8fKm5u4OVNfzxh4iGr1krVEL+/BO++AKqVROa2Tt2wKefCtqIra0YRfDygrZthezj7HK0tSRJIihIRb9+apYt03LmjBX371sRGenKqlUO9O1rRaVKKs6fz2DLllT693+Fm9sdBg26y6JFz7h1K+NfJTmWlBh48CCF/fstlXmN9uJFOi1b/sycORc5ffo1Z8++QZZlvvjiDNnZBVSt6saePb3QWvDVJk9uB4BOV4IkPcDPT42jo5Y7d9K4ezeN58+zytsdAI6OZRs7OzsN4eFlA0EAdeq48euvrSgqMpCYmEaPHqUNcgmZmTm0adOOhw/vcPDgHkaNepdDh74CYOPGa/z88y/4+nqycuUCXry4zs8/r0enE8OIfn42ZGYWMWtWBPb2GkaNqkzlyubcwNq121C/fgciI3OwsVHTsWMAQ4c6cexYAFWq2GLaSoeFmYPo5GQ9b94U8+yZnsJCqF79n6UYSwGzjY3YbkaG+O/sLKFSSaxY8SU1anxPfr64H0VF4Ov7IcOHD+TOnZuAlho1nPHysjED/RcuWGNr60JwsB8xMW/Q6WTu3YshOLgiDx6IIeCPPvLEXuEb5ubmMXv2Epo378Hduw+YPXsJdeq0pV27voSHt2HkyEkYDFaAD9nZXuzdW/KWAlpq69dbMXr0h9y8GYGd3RPc3fPM5hcUlNCmjURYmHlP5+VloE4dAw4OsnIdxfTSSParV//87P8/bf+IzmRZDpJlWfqLT5SyjCzL8leyLPvLsmwjy3ILWZbLacL/ch9RyvYOW0yPlmVZZ7qvv7Pt27cxduwwLlyYyMiRFahe3Ydnz3IoLHQjOlrFmTMxnD4dy8iR56lZcy863RYkaRP29tvo2vU4q1Y94N69dH7++TkNGvxGo0a76N37KIcPRyFJ0LFjEPv39yQmZgxz5jQBJPbte8bdu8YwXd++VWjSpCq//GIeQrS11XLo0ABGjWrBn3+msWVLCjt29GPQoKYkJBQyf/4zdu5MYdu25ixZUo1Rozyxt1dx5Uo2P/6Ygbf3Q5o3f86yZUncvVtWa7Q80+tlHj8uYuvWLLp3j8XP7xVTp6aQkaGnWjUde/d606WLESx362YOss+cyWHQoNcYDNC2rT2ffOLBpk0BZGbWYORI0ag9fFjIypVZNGxoy/r1foSH2zJ/vj+WwfTSapUAixalkJxcgr+/li1b/M0i78+fFzF3rkCvGzZ44uqqJiXFwMSJBURG6vnkE4mVKyUiI4U+ce/e5vv54QfhvWokUUwF4OYdeBYLXTpB+9ZiWkGBGMYHsDc57UcvjcDH14Lr/DIRzj+FYuVwba2gmp+giwBcT4DHmULKziBDs4pQURFTMRhg9A4oNAG26yNFifVSS8yFUyZ6wIkKcC2li7haQ0tfcFcAcHYRpOaX5VyXWi1fqOpdVivUWQdhjoIWYmqettDcD2y14GYNoc7m69opQZoUEyBmpYXIDEGVAQhxgvo+QmkEoJoP6O3hYjmy9FW8BGi/rrwqJyzA8L3X8PnPAmS3rimuj97EeVOroa1C6TlZDpf3nWZQuSKctsgMqVcV7G0hKxdiLMhvXVoImb5bFoExRwcBHCv4w3mTCPg7veH8I9i2TwBFgPdGQru+cC4LHryE8Brw0QTQNIZvjsOghtC/ERQ4wjqTbRWXwDcnBEhLSYGbT2GN4hzO/xhK3GHJHngeIyLDs6bBCztYeACqBsOg4XCtBDYpQ6F1QqFvd7hTDLtN6GbD2oNbCGy5BU8t6DRxFs5KYgr0HCN+p6abzysqhglzhR56m5bwMA5mbIQW9cDZTVTvnCNkePlwsBj9OXcDflEczSG9oGMLAXw/WwWdW8B7vYVjsXCTuB6W1ry++f8LN6D/hLLLzf0QPn0P6laDgV/CrtPGeS5OcGwrtG8JGdkweBrU6gUaLWxaDb9uEuo3KRlQozv8uF84BmGVYddP8OtGwUN/EQXzlkOjTtBngFGxaPduIZW4ZDE4KPKbc+YKqlpqGsyeAydPCtpIaYAgP9/IHy213FxRhMMyWm9pGo2K8HAtkybZsmePM0+funP7dhUWL/alZUt7nJ3V7NoVzcyZj6lX7wI+PicYPvwU8+ZdZvfup9y/n8yDByns2HGf8eNPMGLEEeztv6FGjS306bPvrVKWqV26FMPEiSe5ciUOPz97/vxzAO3aVWDLljt8/30ERUVF7N/fu9y6EJ06hVCzpg+S5EPDhnD27GxiY5dTXBzP+fNvGDv2LO+/f57Roy8yfvwVpk+/yaJFd9mw4Qnbtj3D3t7Yl/j62vLHHx2pU+evNaQPHHhDhQp2tG/vyw8/VGLIEGdUqmSsrML46KNR1KxZly+/XERQkD/r1n2KoyMMHVqPn39ez6RJY2jQoA5apULKlSvtiYrqgZOTlr59T3P2bCKNG3vw+ec1y+x36tQP0Wg0VKvWlcLCTFq39kCSJDp1sic31wsnJ382b/Zj2zYf7t8PpWXLCgQHu9KwoS0dO9oTHW0gOFhNrVoadLq/H50GUaCpZUtr3NxEh5CVZcDfX0fVqgLAnz//nOLiD83W8fD4HH9/Hzp06Mzx41e5f19NQYGajRuNFcSKihw4f74Op09f4u7dBxQVdaCgoBaSpKKoqCKS5MB3333Axx/PIjs7h2XL1vL48XPatGnO4MHjiI6OYc+e31i5cjlHjx6mc+eO5OSIxBu1ugp795aNo+bnV2DgwAXIchVyc31ITDQm6uTmyhw7ls/583mEhZl3fnfu5BEZmYOdnego4uMN1Kmjp2FD8T821kDzsvUA/1ftP5Lw+3+77dlzgP79e+Lra8O8ebVZubIFP/7YhebNL/Pxx7YcPtydPn1C6Ns3iKAgexOivfl2cnOLuHkzidjYXBo29GL58mbcuzeYtWvb0KtXpbee+a5dT+nT5xA7dxqHuHr1qsHVq/msW/eChw/NNamcna359tsmdO3qS1paEcOH36BePT+OHm1IUJANT57kMHBgDD/9lMnXXweTkNCQHTtCqVTJBq1W4tKlPD77LIEPPojHzu4JtWq9ZODAGObOTWXWrHSmTUtj4sRUJkxIpXnzeJycXlO1ahwzZ6Zz5EgekgQ9e9oxe7Yb9+4F0ru3A/v3+zJpkjOjRztSt67Rm/799yzGjo3H3l7FuHGuzJlTNruusNDAkCEJxMYaqF7dgW7dRIGbnBxrgoNd8PAwNrDe3qKROno0h3nzUtBqk1i/HtzcjA2mLMuMGZOEt7eaiROd6NFDhK0WLy4kOVmmTRs1Vatq+eknGSsrIY1mCuYLC8UQPcAXnxunb98lyq2GVRZDvrIMQyca57dTXrriYhj2hfF5eP7aWJEQBAcbIMhDLHP8KTxMhQqKl/xGud3+TnA1Fi7FgrcS3NgbCWefmFw8lRjStrSdJkl/3lbQ0gs8lY74djKcjwM7JahRrBexEOtyQLYkwaN08bFUiLTVwpM0eG0RMHK2gouJcDtNJFc+y4DnGcq5R0URUhyFl405XSRAiSzGKAChogvczIBDMWK/oS6CdxyVCdkWapkN/UCnFgmduQVwo5zoZVGJSOyMzoCrL8wpJSCAdGAw/FFOinWjMHiaCCfumr/jWg30bA8JhXDmtvk6TerAhfuw/3zZdqFrN3iVBwcvGacFB4pKkrl58IeSTOjoCJXrQX4xrNsnpg0bAMmFsPYEZObBiBYQlwdfnoNM5XruugFTfoUpv8Gi98W0lXsgIR2qVoS+rcVIx8yNYt6QNkJG8cYL4aAMV4h1iw+JUY7o6CjaVooCCdaagkwH6BIufn93yvwc4yycDpUaeitjmZaV0pxcYLWSBDl9ILg5woV7cPQGLJ8k7vvOY3D7mQC2S6cI52bHEZHEKEmwYTE8T4eth+GXY/DNDOjeBX65BnO3Ucaqhpj/l1Tw6diyy0kSLPlYAOmCIhi8ALaZ0GasrODbL2DNTPH/3jOwqwdDpkOWHn7bDt4VIC0Dhk+HbmNE4qYkQY9OcO88rFsuEqFv3oYBY8E7FFathVatwM1N8POP/QEnjotot0YDZ87B4KHQuTvY2sOJP0VSZGmkzdR+/VVwv319Bb9/6VI4fdpYiOOvTJIkate2ZcYMb86dq8yLF9X4/ff6jB0bSECANXl5enbuvMv8+VcZMOAwNWv+SMOGPzJixFHWrbvNgwcpFBbqCQ52olevUDIzzV/ckyej6NhxN3/88Yr33qvJ3bvv0b59EImJOXz8sci+XbGiPZUrlx9d1mrVaLVqMjMLGTt2Pm/exLJx4wbq1i1Er4/mwYOnHD16geTkbNLTC4mLy+PRo0zOnUtgxYp75OYK76tmTRdOnuxEzZp/TVHYsOEJixffJTo6l/79g7CxUVGjhozBkIskSYwdO4y4uLucOLGLSZPG8OyZiqysfNLT/07aV2b8+CtERKTSsKE1n34ajLOzVZml8vMLmDx5HMXFXhgMMnXrisShtDSZN29kiorUjBjhwIgRzsTGwvnzOrKy3Lh6NYTjxyty757Eq1c6atSwKbPt8iw1VdSqKHXW8vIgJkZ++7xUr74ag8Hc6Xn2zJrvv79DdnYOV67cUe6PzJYt5kOPhYXv0bjxABYuFOVsQ0Nr8Pz5U0JD+yDLjVi1ajMPHjxm1aoN/PTTHrZs2cqaNRuJjY3n4MFj1KvXhFatOlKtWm0mT/6MTz/thZ2dkMicO9eKuXN1VKuWhkaTiIPDQypUOMDRo/sB8PQspl07I2s4MrIYgwFq1NBga2vufOTliUa7dPqTJzKRkYa3hW8iIgxcvPj/PrrI/2fM0bESlSuLVtjJSUd4uAutWnnSoIEH8fG36dYtmMmTa7FnT3tevRrE48d96dkzALXa/Eb16hXExYt9efDgXa5dG0CtWq40bPgz69aZh8vc3MQDm2qCOurUcWXs2EqUlMh88klkmaE5BwctBw60YsKEytSvH8rIkS/YvTuLGzdasmBBLeLiilm3LoUqVR6yf38W777rwZYtgSQnV2P37kCGDnXGxUVDYaHMvXuF7NqVzdmzBXz1VSZff53F2rXZnDtXwKVLheTmygQEqGnQwJodO7yIjQ3mwAFfeve2f5ukotNJrFrlwcaNXqhUEgaDzLx5yfTrF8vz5yWMG+fO2rV+5fK8FyxI4e7dIkJCtKxaJXqJs2fzWb48m/h4HefOVeHateps316R+vXtiIsrZvhwofoybJgT1aubNx7bt2dz9mw+6ekyc+eKyMS5c8WsXJlPq1YS331nzbhxeqpX1/PllzIhFh3uzp2iBOs7vYxFO4qK4JoypjJCGZ5evAZ+N6FtRCjA9ssNEGFCScjOhZMmmsGZ+dCsKlT1h5RsMQTvZAOONgIMhrpAPR/wdYDXGWKdAAVk+ziBl2nurQHIhkB7EXUvfQStjT4HZ6LgfDS4Ke13lgUHO08Nsh1o/4Ku91cqIqW0wUyLAJW7cjuS80XUHAR1pJTC4mANicUQb0JtrOQITTyNEXpbLVRwECWzX2aJY6jnBdXc4YFFNLuSK7g5wMVYkeTZrzG0qS7KrodVhB0fwzolitqhNGJtoRbSohq8TocT98tGPmtVAA9HSM2Gx3Hm8+pXASQ4ect8emgg+HpAcjo8sAD97RuJ7xNXzQH4yMHQuAMcNKEtfNhHfJ+/K5I2G1US56CSYPtN6FoZWgVBThGsV2grgxpB3QrwJg0iEmFcLyhxgZkKRWTBKKFqE2eAKy/FSMrUHlC7Imy+DZ1qiucnPQ+aiFFv2lUVSaWyBFdN+dXthQP4MNUI8kGAYYCQYHCvCU2Gw5efiWk1FCe1Rweo1gK82oBSSwcne1g8FqpWgyk/QbAfzBkLTt4wfq0YyRnZW4wkHb8JH68U61XwhW+mKse0FNJz4dMRgnaz5BeRMGpqYSYJymprkAMhVl1+tFeS4MsxsOB9sf/Nx2DFfuOykgQT3oWpI43r/HIExs6FTuPg6kNY+QU4O0JMAlTrD0u3Ccdbo4FxI+HIz7BsrlAzuPcUFq2BZp1FeXpZFufRoYNIpoyNgQnjRYn7rCzYtAWGDIMJH8OAQUIDvdS8vMQonYcHJCTAiRMwYwa0awfOztCnj4F+/UqYP1/P3r0GnjwxUFJSfsjbyUlL794+/PBDbaKj2xMZ2YJt2zrx2WcN6NGjIhUrOtGlSzAtWwYQGurCjBmNyciYzMuXH7BvX2/8/Iwc7IcPUxk37gR5ecWMHFmDDRs64eoqGo7Zs29So0YwgwbVZMgQwdWKickmIiKRpCTz4f6wMDccHHQ8epSCRqOhRYu2/PLLt9y//y1nznzBpEkVuHt3EXXqxPLBB5Xo0cOfZs28AAlZFhSR7dubodcbSEvLx2DJTwR27HjOvHmi8V+2rD4tW3oTGZnKkiV3CQiwY+pUcYylhXbS0wv5/fco7O01dOvmX+61zMwsom/f09y6lUrjxh4sWlQPL6/yQfDNm3cID6+PtbUVjo46atQQw5rPnhkICJCoWVN6iz1u3BD3rn591du+9skTcU5Vq/51bYu/szzlkpdWC+3a1ZqWLbXY2Yl9qNWF2NkVsG/fdmJiXjN27Dj8/KyIjS0mJcX8ehYWglY7hHbtWlKrjhVOLlZ4eHhTUiIp16U28+fP5ccfdzN16gQCAoL/9th8fSVycyE6WqZyZTXz5lnTs6c3JSVezJhRh6ioYcybtw1HRx9atQo1W/fRIwM1a+ro0KFsx1elikSzZqq35/zsmbiuoaHiOO/e/X8hXeT/S/b06SZCQ0vo27eEuDjjS/3hhyPZs+cgMTFRZsuHhblw4EAnzp/vjq+vkTYxZkxVmjXzxd3dhry8YsaNO0VOTjFZWebebc2a7nToEMzz57lmRQMWLQqnR49grl2TWbjQIvSGGN5bs6YBw4f7YW2tYuvWJDp2fETXrp5ERlalWTM7EhNLWLIkl/r14/njjzwcHFT06+fMjz8GcvRoIFlZlbl+PYgdO3wZPtyBBQucWbrUhVWrXJk504njx71ISgrg9esADhzwYtgwx3JLnJragweFdOz4mvXr01GpYMUKTxYu9CzjhACsXZvCokUJNGmiZudOLxwcVOTkGBgzRiCpGTOcqVrVioYN7Rk+3ANZhuHD46hWTUf37vYMGmSu9pKRYWD3buGCf/ONO25uaoqLZSZMEPexbVsNR47Ao0dQUCAzcaL58RgMQgUAhCxWqU9w8hLcfAwd24lh+31/wMwl5utevA45ebBoc9lrYpo4FfESLj0ViY9vUqF5RWijFEWJz4ILDwUFRZIgxAVaBoGfAlqaVYKEr2FMB6GuMK0L/DYEZrWDEjUMqg2ZX8APCl+3qMQIqktHXCs5QjMvKB0tLTIAEpSjpgiI/Xj5KcuZmLO1kDXMtxjJ9bCGhp6CKqKWBJ0DK0hVHvtSsB9v0l/62MKVJLhqktjYKQhaBghFEYAwP3hYCBEWIFulgvpCcZPLMbBrCpyeB92awpNseJJqvI/d60PDmnA2xnwbwR7gbAM5BbD0aNntD2kPxS5wzCLS3b4eONlBYrY5QJMkGPoOVK0PJy3WqRUK1SpCYCA8MWGDdWkLV+Ph9ytGqlHNECH7ds8RflIoIfMGgVwT5j+AzEJY3gk8vGDeTTGqoFbBmnehRRXYdBf6tIWMQthyHq69EAB75Ei4mAlT9ovjHt8ZYl1g90s4/hwqKZSFyJew6ZIjOo2oiHmzCL42cRjDK0D12nAyETaY8M/XzIWoC/DsJIS1hkvJ8J2S2DtnEhQ8goM/QJsO8DQNZuwxrjuiAxjUgoKy6ihMGijA/ZWHsOGIuB/LJoG1Dn48CtNXifXefweGdYfAUBj2NTSpDnOGQSV/+HQ/xKSZXOtWUL0yTB4Jf+yAVq1hwZ+wyOLem97P2SNg0+dwKQam74DJm4U0X6mt+BTGDy67blom9O0Ej45Bs8aQVwAzVkP4IDivgH87O5g+AV5FwNfzxWjYlRvQZQCo3KBRB/jkC/j4c1iwAnJL4OoleHAHvlogju/NG/huHTx+Bs4uwuPp3l2olyQmiiJaM2fC+PGikJZOB3FxMr//LjNvnoG+ffWMGFGEjU00lSrF0KlTAhMnpjB/fhTffPOGzZvj+fXXRHbufMmGDU/Zs+cVDx7ksXhxcw4efIfLlwfh6Kjj/Pk3PHuWzoULMTg5lQUwer2Bd989QVaWxOjRtdm8uctbKdekpDy2b3/CtWvJLFzY6i1QXLjwKvXr72TfPnP+VYsWFcjOlrl2zVzb09PTjqZNA1m6dB7Hju3m/PmjfP75WJydoxk3rjLuClfO09Oa+fPvMGvWLaZOjWDs2Ct8/PF1PvvsJu+8c5LBg88wefI1QkIcWb68PmPGhJGfX8KQIefIyiqmdm1XGjQwDh+kpxfSu/dpIiPT6NzZn+7dA8qcf2ZmIX37niYiIhUbGzU//ND0LwE2gL29LRkZKm7eDMLGpgm2tmII8sULiTdv1FSoYATPL1/KNG6splUr47SiIlEIKTT038E0d3ctjRvbodOJ/RgMEra21uh0Vso113HunCt+fh7Isif37weSk1OBNm0CcXPzpKhIR2ysCldXHfXq6fDx0eHoaEOjRnZMn+7IqFH2uLpK3L2n4t4DlXLcYt/rN0DXrr15/TqGzz6b+4/HGhgoodViprJS2taXtsexsQayslTY2Jjz0e/e1XPvnoyXl7nzIcuirPylS0VvC95kZuqpUkVPSIjQrLa3l2ne/P8u7P2vAtk6XT6pqfDo0Rvq1TvKH3+IntDDw40mTepz9OjBctdr2tSLyMjedO0aQKVKjjRv7v123sGDUTg4WFOzphtTptQzW69mTQ9u3crg3LkETp829rqurlZMnBhGdraeefNecuRIWQk8gFGjvLh+vRZhYTbY2zvRoMEbzpwp5Ny5UHbtCiEtTSYysoiuXZNo1y6BAwdy3kYrHBzUNGhgw7BhTrz/viOzZzvz6adOTJrkyKBB9nTsaIOHx7/zgNPSSpgyJZHatV9y6lQe4eHWHD4cwNSpbuVGsPfuzWTyZBEa/OADFxo1Eg3NtGlpODhItGljzYwZ5kkgK1akcepUHo8fF7Fxo7kOt5ifzdGjevr1c+Ldd0XkZPv2QvLzZYKDVQwdasXhw+LcV69WY2Vlvv6ZMyJxKCBAVHgstV1HAUnIewF8t7Xs+V+8AbbWMH4ABPiYz0swuXUvFb5qRS94lQAXb4FBGZqLzRDffk4CuJ19DI9iwdoiXyUmG6KyoWUVGNBAgC0QGtSO1saG5pYJN7b0Ul2PFxSU0mj3GUXOtTRx0NJSiiGxqCzIdrWGpCKIyzcHmLZaeJwhEi4zCsVwvwGjlKCnNVR2gkITgFKxVPnEhHriaAfn0yFSAUf1lL7spoXCCECrClDNQ0RUS629EtEzBbktKovo7qlnYkTB1EppKMv/ME8cBWhYSUTVj1okx1UPAvsqcDwJ7lsosFQPg0cp5nrdIEBieEe4XAzHTUQQgr2hbiXIyYcTJpkoPRsDEnx3QVznpsFQz1fc8zW3oYGfkGQs0MMshYLStJJIFEzIgW+uwBQlSfG+4lx82h68HOBqFPwWCfZW8JlCd5p7Bj5oadz/V8ddmbbPnWHhYkRh70N4aQJYp7YQ399eNo5E6HRQwU88h3M6K9f1tIjGS5JRdm5OT7HvI3fhvJIbp9PC6lHi95E7wklc/ZFYZ8814ZiGBkI/kffGip/g21/FtVkxRchAXnwAc3+CWUMhrB5EJkCfdYL+AhDgC/ePwbdzoEN9mNBNHNes/fDDOf7S3u8CP38COg2sOQqTtgnHrNRmfiBoRKbm5i/kJb09YN0sOLZW6NKnZUGXMTBoKrxROO0O9jBhNETfgWXzjNu4HgHfrhdqJGs2wOcL4MFjkfz4xedCcuziWfjoQ2jdChydE/H0TmTzNggKgQ/GwZ07Qo3ku+/g2jWR3P3DD6IK5fTpKjp3lvDxEaXVX7wo4cSJAk6ezGfevCimTHnB6NFPGDz4EcOHX2TcuCt8/vktli69T05OCUeOvKBGjS28fJmBlZWaGTMasXBh+aTVH398wu3bKVhZaVi9up1ZG75r10uKigz06BFEpUrGtt/KSvRBBQXmw0yl1Ilz597wV9aoUXPOnbvMzJmf8tVX31C/fgd69oyjUiU7KlYUiTRqtQqDQaaoyEB6eiFJSQXk5ZXw+HEG7u5WDB8ewujRIhLy9df3cXXV0bKlF1u2NEerNcKf7757xJ07aVSs6MC8eXXQ6cz7zszMIgYPPk9RkYHAQDsOHWr/j3KDr1/HYm0totfOzsaOoDQh0VTPOiICrl6VCAgwTrt4EZ4+VRMc/O/68cJCNVevqklOFvdFkiTy8qQyutCmIznlTffw0HLzpi/DhvmSle1Fr14eLFvmir+/BhsbQbUqKBCjMaXqWQ/vCxqTlZUVavU/H6+3t4riYmsePjQ6c87OKlq10r6VG0xJkdFoRNTb1J48EY28ZYQ/L084udbWYG0t1rl/38DjxzJ+fhIJCfDnnzIPH5Yd9fjftP8qkD1mzPfcvauhTZssnJ21vHkjEFBJSQk3bkTSpk3Hv1zX09OGI0c68fRpfzMZnm++ecjdu/lMndqkTJa0vb2WKVOERty8eZFm0ewOHdz48ssQZRspPHhQYLZuQYG40TVr2nH2bA28vKwoKJCZNCmZHj3iadzYhufP/Vi+3AVXVxWybOCdd+IJDHzFzJkpPH/+f66o/uhRERMnJlGjhoheGwzw4YfO7NzpS5cu5TcgmzalM25cAkFBOubN82L4cMGH27Urlx9+yOHhw2JWrHBmzpx03rwRDeuyZSl89plAghs3+rzlZ5daYqKeb78VHLApU5yQJImUFAPTp+fz6pWBNWtsWbTIwLlzMqNHS3TpUvaxXbUabtyAj8aLIW0QL1xcvADQA7qJad8ugHHDxVDz2/0ni0j4qhnwXh/Q2sPUUXBhG/y8VCxTWCxAaJNQUXAmSgG2pYVgkrPE8H/DACPg9ncue/2SFKqbl3J5iw1CW9rb4nJvN6GtlHKnExWwq6hIEqcA/NvlJBWCKIUOAsSZWqm6SLFs1LMuNW8TST5vW0EtSVQeXVcbeFoIt405MQTaQ2s/CHaBXAUI1VaomHcUQFffQ6iQ5JTTtrUKhof5sMsk4bNVKLSrDVl2xgI8zrbQJEgkPp6yEDxoroDyrFwYs8XccehUVUT6U/Igy+QVVKmgQzXx+7gFAG+nyOFdfWaeqArQSVEsOWGxzqheENQcdptE2nvXEk6XrS2cV4D83CYikfVCBmQUw+Lm4KiD6AK4oTh0S7uBkzWceyEKxDxcDO+3EvMcrGFxT2hRF754JhRixjeEdpUh0xVumT0LMntv2zNiHQyrDc1C4AeTvIDOlaFLmADV28rhtHeoAgPqicj9Kgu5Q09H+KofhFSGSceMCakda8OE3nAuBcbvgj7NYVRfOPUa3t8s7s0WE9WMT76GhiPgaRT88qm4L4duwPEnsPU9QbG6EQXW483zI0qtXz1Y966gxKy8Cj/+Tbr9oOZwYi50qQ/fn4OmC415Fr6eMLSHcVlnT8GZH7oI5m8VVKROTeHeLpgxQiQE//YHVOkO326HAsXRs7eH6ZMg+i64lkMV9vGGUBPKi0olChitXQ1/HodVK2XefTcf/wChOrJxgwgaeHpCeLjM2LF6NmzQk5oq07GjxNKlKv74Q8O+fXbk5QXy4IEvBw968umnDkyb5s+QIR60auVAWJgOLy87qlRxZfr0GsyfH86SJTfp3v13UlLy0enUPHr0PosXt8LRsWwUu7jYwNGjMTg46Fi0qAk2FiL73333iuBgHz78sIbZdG9vJxo2rIAkmbf5det64e1tj5OTPQkJFhmfJqZWqxkyZBS3bt1l+/YtvHz5nLi4ZVhZ7Sc8/BGDBxtYu7YOX39dj0mTqjBiREW++aYhixc34ObNnowZE/Z2W+fPJ/LwYSaTJ1c3A9gZGYXs3PkCNzcrDh5sj5+frdkxlFJErlxJorBQz+HD/wywZVkmIyMTDw8/6tWzpnJl0/Mvolq1EtzdjX3406ei0apsonSVkCCmeXn9c9IjgIODWC47W6yn1QopO9O6FyAKJFWtWpZiZW0t1ikt9lQqg2daulySoHZLcKwEe/dDgdJ/CNm9f3WYALi5SYBEukkydUqKmnPnNOTminvz+rVESYkGHx9z3JWaKuHnpyEw0Hx6WpqBFi00dOworrVeL78tEOXjI72l34SF/f8j2f9jc3Z2JCBAYtAgbxISCjh0SPRs165F4OvrTWholX/YAmaR28TEPK5fT8bKSk2/fuVzjCZMqEm/fjW5c8eepUujzebNmBHElClhnDpVRJcur4iLE0/vli0Z1Kz5ktjYYmRZ5pNPMjl+vIhp01xxdVWRm1tC9eqv2LIlg08+ceTVK38GDrQjLExLfLyeRYvSGTkykQYNXrNkSRpPn/47wC3LMs+fF/H99xn06hVHtWrRrF2bSXy8njFjXLh5M4jvv/cxS0YstZISA598ksiYMQkkJxsYPdrtbTLkgweFLF0qsitWrnTl7NlCli7Nom3beCZPTuCzz0RPptVCr14OZba9enUOtWtr6dnTmiZNRAM/d24+GRky7dpp8PPTsGWL8GqnTy/rJUdFweHDIgr33nvG6Zevi46roruRy1mjCrw3DPRugjt59Ce4dMBY/OJxlGhkaoVC87rgqgRlXiUKikBiuojY5eRDS4WfDRCdBOdug1wASZnQLBAalR1xJL8YPO3BVWnH36TD4wRRUbHUnqfDZhMQt/GeucpHbrFQMimd9CLDXHWj1Jw8ADcotGijTbd1wWKQpX5FCAiCuBLw8xXALVYBmt5K1CLKpNHVqCBRBRezBcUDoK47tA6ELOWcwj3giQy/J0G6xaNax1NIB77MNMr+2VmB5ASPcuCYCdtqcHPwqgmHLI45w+R4tl2AGbuM/93shfLFbR2ceG2+XpeaQgbwkTldFD83eOcdyK0Dly3UNzpUh/qhkGcvivKUWqdwiCqAA4+hQOmkdBr4qA/cdIRvFBDbOgBq1YQ/i+CbFxDsBJOaw/l8+CRSdHxeDrDyHXCqCFNvgpcFWBveALKc4VUurLwPtjp4pwE8LYYjZucobvyjOPioGVwogdVPjao1kgTDm8KVbFgSWTZBVpJgXCuITIcV1yHV4jqNbgGFwJ142GSiXvJ5NzEqc/gB7IqEhQPEffjzPqw7JdqBprWNy0c8hhZjYN+fsHoSPLSFd38Voylf9zcu5zUdvj9jlCMstQ9away+8DQTRu6B3yxGIEytVXX49j2o7A333kCDeXBOuTefjRYyie2bQNQhmNQH9CUwbys0+kAU9bG2go+HwuPD0K+jUEJZsxOq94SDp43AJdAfXtyC4Arm+49PhNBG8M06o6ZvqWk0EB4OkybA65ewfYuoFNqunYge5uTAxo0GJk400K6dHm/vEoKCUvD0jCMkJJ7GjZP54os3TJhwi3HjIlixIopXr7I5dy6aJ08SiI+XKC62YvDgIH777TnffPOYypXdWbasFceODSC4VH+zHNuz5xW7d0cTHOzBu++Gmc178iSLx4+zyMgopl07P7N5JSU6rl8vICnJ/OHSatVUq1aBGzdyuWrKNfsLU6vVtGjRjl9++Z1Xr+7Qu3d3UlMzWLVqA+HhbdmyZTMhITpat/alenVXOnf2L1MUJjTUEXt7K+zszHlyOp2aOnXccHW1wt3d3MHIyyth1qwIIiJSCQy0Y/fuNgQE/D3ABjhx4iyOjg64u3sQEXGd1FQjXSY9/SkPH/6GLBuHwwyGM9SufYvgYL1y3QxUry5Rt65UblJseebjoyI83IriYtHw2tioyM62ISXF/JxiYwXt0jLCrdGIvq90upc3NGteNuenGBHQ+PFH8+nr1sGVK//uWJ2cwN9ffEr1uUvBfWmQTMjvSXh6mndgUVHiHLy9zacnJclcuFDCmzeiM0xLk9BqralSxQqdTiImRkXTplqaNft72uz/0/ZfBrIFIsrP12Njo8bGRsWRI38yceIXDBky8B/WLmvPnhXQvn11unYNw85OW+4yjo46RowQ1JAvvnjO8ePGUJIkSXz5pR9Nmtjy5k0xffpEkZJSzPr16Tx/Xky7dq9586YEg0EmO1tmxYps+vd3wtVVRXa2gQkTEmnePJqnT4sYN86ZR48qcP68P8OHO5CYqOfmzUI+/zyVsLBoOnWKp2/fJGbNSmfnzhz+/DOPAwdy2LQpk0WL0pgwIYmQkChCQ6P56KNksrMN2NlJfPCBI3fuBLJqlRd165bPL7t8OY+GDaM4fDhbFGTY7MPnnws5opiYErp0SeLevSI++8yRpk11zJiRBhQTF5fL6tVGV3XfvrKo882bElasyObKlSIWLBDcg3v39Ny8aSAkRMU339iycqWBevXgww8lKlcu69X/+iu0aAFD3zWWUAf4Q1FO6NjafPnbSjQvyE/waRvWMc7LyhXFXqoGma/zQqEOhihMoojncP4eeCo+w9sy6s4ice3SEygpJ/IWnyWi2S7KpS5Vx7JX+gNZhslnzZMVN92DX0wijaffwCyTxiwpD3ZbSM6BAsIlyLcAT6dMkgC/vmfBSdbCmxKILQAfpXF9oQSavGwg3A18nYQmeKn5K+dySokahDnBjUI4mQlJhUL9pL6rOJ4rFv2pWgX9wqBFEJw1ob10ryS+j5gkH7aqKBIv978yOhVFJfDQgu6x7Aj8asI/bq/4xwcsExlrwD0P2JFSNgk0JFAAyD/M/WZ8nKEkBM4WCaWXUqvkBnUVqtGfJkB3VBUx8nDwtUgEBZij+PrfvISUQphWDTysBP/5V2V/I+qAtyO8yYEFFlFktQq+UZIwf34FcYUwphIE2hr1ygFUaj2hlTK48yXU9YCu/mJUY4CJokj/EAhzFhSmn8t5htoEQcdgyCqEtRZRYlsdrFC0uH9/LOQkQTwfy3tBLX9YchNUWlg3EuqHwOLr8DARwgLL7utsBHzYHnpUg4x8CF0KjUNFAitARi589DNUmAFL/8BMi39yc5jfTjiQc0/Bbw/Kbr/UKvvAtbkiUbSGP7RbASuOQeUgiD8PxzaAkwOsmgDrPoEgb4h8Bj1nwEIlql3BD3Z/C6c2i3LzL99ArwlCDvBplNiPsxP8vt1YPMrbSxQvio2HX/ZCYC34YiHEJ5Q9RkkSgHvGDCH3l5EhQM3KlSpGj5Zo0kTC3R3S04tITjbw8qWeu3eLycqSef26gKIiGUdHNd7e1vTq5cOcOVX46af6dOniRsOGB3n4MIPAQHt27uzB9OmNytD3LG3VKpFxPH581TLLXr6cgoODlm7dfM0ixGDUtc7KKqvo0KiRaKyvX/9nkG1qnp4+jB49gTVrNnLhwlUuXDjD69ex1K3bnjlzlnLx4jUKSocWTMzLy4ucHHeGDr3LmDEL6dlzGK1a9WLp0pXk5WXj7KzlzBmjV52TU8zIkRf46aeXtG/v868oIgCLFn3L2LFT+eGH794G7UwFEEpznPLzC0hPTyE3t5i7d1/z+PEDXFzEvIICibNni3j8uOhtcZh/MicnFbdvq3j2TCzvqowomkaLQanqinmEGkR+gZOTEfTqbODSbXhpkQfj6SZyds6fNZ8uy7Bs2b86VFQqAaIfPsSsvHyzZuq3NBpZFgnAHh7G89frDW8VREqvVaklJIgGwdtbrJ+WJq6jXimJ/PSpxOXLGmxs/meJpP9T+68C2fXri/CIWi2Rn6/n8eNXfPXVt6xatZLPPpvzH2/v9esiTp7MxcqqbPTV1Lp392DevIrIMnz9dQZPnhh7bBsbFQcPBtG4sS0ZGVr6909k3z5/ata04smTIj75JJVvvhEJixoNREYW8fSpiqVLvfDx0aDRqGnYMIFRo1KIj9fTooUN27d7c/duIPv3+zBsmAMuLiqeP9ezd28eX32VydChKUyfnsI778QzZkwSM2em8uBBIa9eleDqqmLAAHs++MCR2Nhg1q/3olat8uUpnj0rYujQWJo1iyYyspAKFbScOlWBUaOcAVHcpkuXRN680dOggRVTpzoyeHAK/v4AJW9fhlJr3NgYQXBzc8PNzY0vv8ymqAgGDrShdm0dsiwzeXIB16/LdOliRUKCih9/lHn6FGbPLvu46vXw3fdw/jwMH24+Ly4BalYtC7LfJAoZs1rmScvIMly4LaJTFc0DMkTFg58DhCt+QmnxkwoKqJeBlmEQ5A6JCpjysnhsDAYjOHRULoWLtUj+Kx2hPR8DRy1yZRPyYJoJ33ThNXMgB/DVjbJ62K+UyOOdTPPppkXVriTCIRNaZClgflMA8Uo/tSla3C9fTzdS3eGiFl6agLnS/cxRgI1agvrO4vc1pYHv6gctfeBWOSPDjSrChWLYZ8JD7xEKDWvBaSsjp7yaEtHNKIR5SuLZo7iyEViVRTJozxBx75IM5s6LqzU09xYOwzELamiXIPF93+LaAXRVAOJRi3swuhUUVIIdJqDJywZGhkLzCrBZwRLN3WCwP9T0hGUJgpKzqDa08oUFcZCrF0B6fSsB0G9kwUOLDrGND0ysB0/cYFaUoAYtrgu+NcHGH5YMgq7988ioreaO0okNUxyX80mwXwHzahXMbwT1QmD+67JKNABL2kB4JVj0TIBxU+tfE95tCH8mwBcmz+joJuDpD3dSYdwf0K+B4CHH5MDg38Dfy3w71l6w4yvR+W4fZJxeeRk0tFARSs6GGXvhusV7MqcdLO4k7vOQg/CThRKNqTnbwZGp0LSyeCen74KAafA8Weivl1rbenBvm1B6cXOAORuh8Ri4qzgkrRpC5O+w6nMBzF8nQo0+8PkqIetYpxZs+FYU31n/Ndw9B4d2QsUKkJEJi7+BoHCY9gVcvgyurqJdtDRra2jSROKTT9Rs3Kjh8mUNSUka4uJ8iI/34dkzbyIjPVm1ypeXL5uRm9uGzMw27N0bzu7djfD21jBlyg3Wrn1C8+a+TJxYjVu3elO//j+HSZ8+zcLJyY6aNd0ZNiy0zPxjx5LJztbQsqVPmXleXna0bFkB21K5BxOrX9+TOnW8ycn5dyDyr6xatdrs3LmHK1cuolZrmTt3GZUqNWTAgNHs3XuEgoJCsrNzqF37FQ4OCaSkyNy4EU63bhP49tuv0emsefDgHBERcfz8s/BoU1MLmDHjBsnJ+Tg56Vi4sF65ANvZ2QFnZ2NDn5SUwrffbuCdd7ry5s1rzp7dQ0BADAUF15k79zN+//1nLl26hp9fHtu3L8HfP5CqVUXCUGFhEqGhFXn//aGcOSOyjUsLy/wb8/ERy8bHl4JQESl2czMPpFStCo0aldVlt3OGTAOklVL0nMV3hkUb6BMKeg+wKo3JacDaSSh6WVZf/jsrfc9Kk5DfvFFx6ZJRXeXRIx2Jiea5ZVlZEgUF1nh4WJdxPlJTJZo1syI8XDh2KSnCoSh1Nl4r7XVgOQ7+/6b9V4Hs8HDBB3Nw0FKlihPp6Uls27aFHj36/o+2V6z0OJacpvJs9uxgJk6sxp9/GujaNY6kJKPn7u6u4eefA8nKMnD2bD4ff5zC8eMBDBrkyt69BbRsmUjPnjbcuOFDRoaBhw+L+fzzLAYPdqVZMzs0Gti6NYfQ0FgWLBD0DhsbFb162bNjhzdJSRX5/XcPfvrJnZkznejb15bmzW3o3t2O995z5LPPXBg71okbNwJISqrIb7/5MHCgI05OZT26khKZgwfz6d49herVEzlxIhcrK4lZs9w4cCCAFi1EYxkfX0KHDjG4uEC1aloOHvRgypR0Hj8uQZLUbwXxS83FRWVGQ3FwcCAmxoZDh4pp1cqKefNEFPvQoRLOnNHj5iYxb541M2eKe/DZZyo8PFTExMBvvwlJIYBTpyAmRvDMWpokfWVmwU+/weMn0LKJ+TlejoD0FJH8ZmppmZCbLxL33JzN50UlQWyy6JxBcEWbV4UApdjMvTdw/omQ8ytWQ70wCLSQFi82QJYONI5Geb2oTLgZZ0xutNMaKy+aWmnyIQh6CBaA+n6qKJVuankKYDptkuwWnWMOqgE+uWakPlT2BMcQeGUHSn4OiQVgbeeAg4MD1ZS+8qHJ8fgrfU+hHh4rDkYPP6jjC5eV+1TfC84Xw75y+ONdlb75j3ijokpFJ8i3hyQ9nFbWkSSj1OGqu2J/Dtai8I2bPTj4QpVmcOdr6NfQuP0qruBYGU5IcMZi/wMriQj5eYtIdnMfCGoIf7gIvrSpdQ+GVpXhjpV559UjCEqAQ3GQYbK9D8Phgg2sToYM5TpPqQyX9bAmEWKL4L0QyLaDxwXwlQIeG3rBhBZwRoKPHpXlUE6sLJ6bbYkQmQMD/MHOB/Lbg2ttaF3FgWStA3OfiXUHVTTWmOtzCr65L6b3qwg5WniVD1stHAeAOt5Q3Us4OzMtJPUkCWY2F07NxjtCHx4EWN7cTchN7nsKu57C2p4Q4gr3EuGJch1cHKByc6jZGWY8EkmqjtawROFHGwyw6RbgAJiM/veqCw3KYfB91hImNxQO5/CD8OPfAG21Cr7qC/sniusYmw51F0DQdHh3A6w8DnffCG3vdVNh+Xio4A23nkC7ibB0u4jCabUwaRg8OSL0zItLYMlmAbZ/PwbDBkJGFPTqKq5X946i4M3lY9Cnu7gHv/4KzVpBo2YOrN/g8Fa14e9MkiTs7VV4e6upVElDeLiOsDBrYmKK0WgkZFnm0KEEBgy4wfjxN0hKKqBJE3cWL67H6tVNsbX9d8Pmp04lcOJEItWru5e7zv374qWvW7csCV2n03H+fAFPn5Yd1qtWzZXIyCKOHv2LpJL/0MLCqvPNN98TEXGHN2+iGTiwPzt27CI0tBFVqjRl3bqNfPWVOx99FEp0tMyMGYn8+qua2bOXc/XqFmTZikOHsmjbdjGVKv3Ozp2vuH07nZs3e1ClilO5+7S3t8Xe3uhAuLm58Pnnk9m37wjr129i48ZlfPqpPW3aZJKWlsratev588+XxMYmM2FCF968uc3UqdOxt0+ka1dPduz4jgoV/Hj//Q/w979JzZoZ//r8AwKgShUN6ekaDAZBMcrNFdSQZJPBgvwiuBYBSRYDCE5KEnuprrabO7RqA67e5SyngzlrlWh4EygKh6NHRYLuv7XqNaBefeOIlGVJdMtqjcZjk94mNppaVBRcuqRCpRKda2KiOD5/hdJZUAD16kFQ0L8/xv8n7L8KZJeaq6sVjx/nkZvrSq1a9f55hb8wb29Hmjathl7/z96+SiWxeLE39etb8fJlMYMGJb4tcwoQHKzj2DE/HB1V3L9fwrff5rN6tTt16+p48aKEdu0SsbZWcfu2L9Omiaf9xo0S9u4tYutWD3r3tsXXV83cudlUqBDPsGFp3LghEIxGIxEebsW779rz5Zcu7Nnjydq1Hhw65MuWLV4sWeLO4MGO1K9vXa4cX1SUnh07Chk9OpemTZPp1SuVI0cKAInx49149KgiCxd6YmdXKttTTPPmMdy7V0xiYjGnT3tx4EAOR4/mY2srcfiwNx9+6AkYgXZoqK7MfqdPzyY+XqZqVSvCwrQUFMhMnpxPo0YqFi+24vx5ieRkNe3aSUyeLPa9ebMoYfzhh2Ibu3dDs6biv2m29KVrovNqUMe87DrAUyWKV7Wi+fTYZCG9ZhnhBohXgGoFT8gvhJORcO0ReChtb7LSQHg6CuAckSiGkU2tNEqoM+mnLIFTfW9IHQ9nB0CAowCnbhbbAfC1hVpeAqTU8ITR1aG6q3H+zQzj79PJorIiwE/Py0a8X2bDcQUc+VlDlgQvi41ydADLnorvZi4yLTwMvMQYPi6VwJWBgVcEJaGGM0Tq4ZRyXVq4gE6CyGxItgC0Psr90cswxIQa0UeJdp5IMx5wGyUKkV0Ig06Iapup30PiWmj9HjwOh3NlR6bpp3QUq6LMp3cOhnMOsCMHCkyiuFYaqOcsfv9qwQFv6AkPHeFsMdw3dTZsoY0nhDjCIZMh2nA7aOYgEj/HKBHQ+vbQ3xUKZFgZL5yHtUrS0+LXsFUZtZ5ZGdy1cDYdfrbgh4fawARfCLCCNUliG/ODhe76oVQYFQBeOogrgOPK81uqfy4DU67DoLMieXKeQrP9PdH8OpTal3VFtPx5LtzIMJ9X1R2mNYQG/jDriQDKAIFOsLYT1K0MH9yC9GL4ZSDUrw277GDmDHi0G84sgGhXOBoPs2+Jdac1F3SUt6YGbJVPEKQHisRRS5MkmNsCvmol6Dvvn4Fv/yYZEqBXHdg4wvg/OhV+vgpTf4PweRCn3Mu29eHej/Bhb6jsDzPWQvMxxvbEyx02L4CrP0G9ahDoBf0mQoeR8PiF5V6hSUP4fQc8vQFDBoih8cePYdYcEW0MDoYRI2DTJjh/Xs/z5wbS0mT0ehmDQSYxUc+tW4UcPJjHsmUJdOnyGFfXCFq2fMSPPybQrt0Veva8wf79SXTpEsCePS24dKkjjRv/S5KvYufOCe+9VSvPMvNKSgw4Otri7m5L1aplR3wdHUVjl5WlLzMvMFC8+K9f5/2rUu//ibm4uPP++x9x9uwlXr58Tnp6Blev3mTixHGsWNGM2bMbodWqOHv2DfXrb+b583RWr+5MeLgfMTH2tGx5kbi4vqSnv/tWNvDfmFqt5pNPPuD160iOH/+NyMjTDB3anzlzprJw4Qw6dfqUwkJrwsIcmTy5PSqVCq3WjZycEmxt1dSsWZVJk8Zw7tx2YmKSOXv2AqtXf/2v9u3gIJGeLpGSIhGjUDwqKFSraBPam6dy+5MsgjKurlAxCDTKe+fiCueeCflQU/NwBi9XEeSwswN7GwGUcyyS6P/OZBkinohPaf+ss4IGjUTFW71eRJzDwsT/UsvIEJWeLfnYIGQtwahGUnoNvJR+5PZtoeLiU3bA5X/V/itBtr+/8Cxl2QmNpiy4+7fm4aHj8mUDkZH/rgGws1Nx6JAv9evbEBNjy8iRuWaNR61aVhw86EtCghXLluXz66+FnD7tTatW1ri6WtOyZTpPn+pZvtyVK1d8SE+XefashKFD03Fz0/LDD+706WODXg8//ZTHBx9k0rBhKhs35pGdXbZnzMoy8MEH6cyYkcnSpVls2JDD6tXZzJ6dyciRabRvn0yLFpkEB2cyYkQumzcX4uSkITRUw/LlTsTG+jBvnhvBwcZruG9fBkOGRBMVVUy9elZcvOjP8+dFjBsXj05XyNatbsiyiu+/L6R5c2emTHHDw0NNv36OZsd29Ggq16+n4+AgMX++CIWuWlVEVJTwPkeM0DJvHrx8KfHOOxrs7CT0etiyRaz/7rtiuZ9/gUuXoU9v83N/+EhEsDu3NZ+elwferhDkCxUsXrbYJFFQwrYc+n1UCtjZg6+rqMAH4O1iBPaedtCkIrjawe/3lOtvEQEt0YO/A/iYjDoGuwgqgcrkTZQkUXHxTR7kKOtYWpgLDAmHdCfoXB02tjM/7uUm/NqYfNihRK9ru0JlR/B1lLFzlgnzlvm4OrRWrkWITjQKucVwJhlKQ+bzH8lEJOQS5GrgglMxF1TieXuVA6KwqVjubgZ8egeaOwiwF5knk14iY6uGERWgkT+csEigA1HSHeBYLNxWrm8/fxnfyjI7rKBY8Uay3zbkMvtfwXunhcSdWiVAK8DuNMpYGzex/tFkSC0ycX6toYq1AMDfJ5qvUxq1n2ER3VVL0FPZ174087bh/XB4GADrLM6xk7P43pMGd5V5C/2guTOsyhAR7CZOUDpoNvqRSPB01cLSytDMAxblg+VrPjNQ6J1vzYBjWTDQC1q6wqEM+PFVNvMCsknUwqxo0bFZdk27XsGC2zDAF3pVhBPAhnIkIYMcYGYjuC7BtMdlncNZTSHJDU5lwCqTTnlYDaHGk1kMIy9DPX8YUB1QwbpiKLYWxZt+ayOu67J7cCRO3M/G5QzrjmoKPRvBvQLocUE4COXZF81gWLhQ0PnkAsy9+vflyUe1hC+6lZ1e1Qc8TN4/Bzv4fjrMHy10y6/dh8bvwcbdxu03qgXXdsLQruDqDKcuQ60e8OVKIXtW5toGwrIl8OYV7Pk1m0kTsrG2FpG5HTvggw9kWrXKJTQ0Bze3bLTabEJDE/H2fkO9evH06pXEvn15HDuWSW6uAUdHNStXJnLmTCouLlq+/bY6+/c3p2/fwHIlWf/ZnGjUKISGDcuC7MxMPVevatDry49yOznpaNHCF1/fspFgW1sNrVv70apVAKmp/+dqWX9lHh7e6HTGPszaWsOCBc24fXsYoaEOvHqVyahRB1mw4AK3b6cwbVp/vLxsGTBgNNnZOX+zZcjJySMnp5wGrRy7dCmRBQsiadPGmy++qP2W2377dhparURAgN3bZX183HBxUQNqFi1ax7JlC//VPipXFjSMx0oOT926Inr72qQNC60sRn3zLWjrru4i+fyhAk7dlYGJFAtOt4srJBZCnPIsVw2CGhUh869FYspYTo4A5ra2RtGBew/hRoSgt6Smws0ISE4xJkICZGZKJCRosbYu+6wVFWlo0EBHYKDoTDUa4agGB4t3sxR0+/mVWfV/1f6rQHZExB1WrPgOg6GIli09UaniuXPnX4y7/YVVrapFpYKnT0veSu79k3l7a9i61ZuEBJldu4qYP9/cvWvVyoY1a0Sr/fHH2dy8WcKRI564ualJTpZp3Tqdy5cLadjQips3vZg3zxGtFp48kRg4sJguXRx49syLqVPtcXTUcONGCWPHZuPrm8LMmTncuFHyVkowKcnAhg25LF2azYwZWXzwQQaLFmXz5ZfZbN+ex6lThVhby7i4SPTsqWXFChuWL3fgyRMvpk1zsOBC6Rk1Kpo+fV5y7VoWn3ziwJkz/uTlGejbN4biYhg40IF+/ewYPTqLtDSoWtWar7/2JDExlOnTjTzDoiKZpUvjCQjIYfFiezw9VSQkGNi7V/SY33xjzYkTEo8eiaGe0aPFemfPihemYUNo0wYOHxGguWlTQRcxteOn4PwFqFHVfPrrOLh5BdS55txLMJaNtqSKgJDoyy0QSg+pOVC/KjSubpx/9RlceSqk5kqpFw8tQJskQUy6qBZZagl5ouJhrkVUrlRtJF8PkUMhfxJ0qAE2HvB7b/izL7gp/YZl//QyF/bEmU+b/Vhsq3sgPOkHq7rryW+WR1iTQr5pZKwCWVEL+VXhPXUpF1p0BMWyxAd31NRXeHA3FKL0obf7MXbea57Bm1wYEVyEc8UczhrEBanuAVc1cKCcPslDaUj1BuhwTuZpNlS3EVz1VAOcyRcN5YO3Db7Y385n8O0dMaWnCzR30SO75xAvm0fOWplE+VvfgDyT2TZqcS5TX5tH+Tu7Gd/5zcnm7/8AT5lGPnoOqs3308sJHFRwJR8emXRiM3yNvxvfhaPpEGYL1exAL8FMhce9SolmG4Ced2HQfejqDsVu8FAPiy0cCDctfKpE6T+LFa7ORKUT2f48lSaqVDx0EJEDh9OMUeZS87EVCZEqCUYp630VK5w7S5sYIvZ3Pg32Wzzbdlr4Plz8XvgIokwUTDY2EYWOkgthXTRMqQZd/MS+J9wVx9TaB5Y3gNqBMOQ+PMsVcphvTQUO1WBOd/i+qUgUvpIKg6+Wr6wDMLkObGkvzu1kFHx4pOz5m9rUTkLZ5q0ZID8OHpcj5dy+Edz7FYZ1hRpBokpkj/GQpDAf1GoYMxCeHBff1UNg9jwIrQMbt5kXwyk1rRbq1Uvlow9TSUuDyEhYtQomTBCVACtWlHByEu+Bh4eEq6uKmjW1dOkiCoY0aya896wsPdHRJcyaVZnnz9syeXJFdLr/eVd//Hgm164VEBhYlledp3DSbG3L3761tZoLFwq4fbtsIiLAixcGTp7MMRv1/b9l1aq5sXdvHzZu7EpubiEtWgQSGOhIw4YB7Ny5h5CQYPr0GUmGJSnZxDIyssnIyP7L+aV26VIiAwacIT/fgLe37dtiNxkZhezZE4WtrYZBg8z5Tz17ulO7tiuhoe1JTEwsb7NlrJGSEP3wofh2c4OIW/DAJBHY0QnO34AHT83X9VYi3AmKk+3qBK0bQ+VKxuREAGclSFSq6pRhBfdzIa+ckaW/srRM0W+3bGGcFq+M1Hl7iyqnpb9NrZTK4lQOe+fePRU3bqhxdxfP4vjxoljOtGmCNuPkDDVqlL/u/6b9V4Hsrl0H89VX3zJkyDjy8lQYDKHs23fy7fycnHLCCH9jNjYSPXp44O7u9fah/TdWo4aG336zF5qvh2T27TNvQIYOtWHOHNEo9u2rJzYWDhxwpndv0cK//34RBw4UY2UlMXeuI7dve+HgoCUlRWbMmAIGDizknXfs+OMPF3bscKRFCy05OTIHDpTQsGEWdetmsW6dCKN+/70zX33lyLRp9owebceYMXbMnevAxo0uHDvmzvr19qSkOHPggANTp9oQHq41i3akp5ewaFECLVs+YevWVKytJVav9mfZMi8KCgx06xZHpUo62ra1ZcUKL7ZuzeXevRJ8fFQsWybeRsvoydixuTx4YIONjYrRo8VY0Zw5JVy/LjFunI727TXMmiWGiRYsEEk/AFu3wrlz0K2biPz+8otIpho1yvz6yzLcVIaIG9Q1n/dGAYUBvpSxomJoUA2CyhlOUksiYuruCOk5cPOVMUFElo0FUiJMwG2GRSS7NPG+yKSDLVUVybEAyi5W4GoFaQUCqFhrhL51vgySWkT6/GyhpUfZIho/xgiQZmqxBfCHSTtdSaENvbRAKCpJ0Dr2WoB0gMhcK7xkia52BkIcCogxlJRJDNRqZbr5gJ8NhNnLZKlk/igSLXQvpXHekyOTUmx8J/QGeGESMEoplGh/FuILJAbagZtK5ry+mDc5kGPRkFurZQKVSKOTBgKDs7jjnMM+g/nFz9Ebn8H7mRI9bxqBdh8347GMfiW/BdpWsrF5HPtM4rAJwG3tAI81MhEl8NjkXOxUMMxJprljCfsMRgfbYPIK5Bug+yOZZbEwxxNsJHhcJHOtQKaOWW6VzG9JUOMaTFGm/5Ah88oCKU7wgCZ2wjH7JR16uUELR2jvLLjSn/lDRWvYmQ6lifU2VuASIPNJG/ntKEYPZ2hsJxNkI7MhsyzocdbC3FBo4CKi75ZFjrp4w/hK4OEDE14bI7ueNrC9BTzQwdTn8CgXtjWDLGs4kAwLlc7+4+pQ0QWySqBPhCjeAxDkCg1bQ60Q6H0RHLRwrKU4nuRCGHf7r6PU71WDg93g9iv44Rb02fXXYMDVHj5sY/wfoIFXb+CT72DT4bL7cHaAHfNh4gBRev3IOajTB46dNi7j7gobvoSNC6BpI8GDHTsJeg8S1Le8vwiCqtWKnN8kWLVK4sYNe168cCAjw5HiYgfOn/cgLs6fzz6zJzMzn1Wr0lCrrdBqJT780JPHj2uxcGEYrq5lR3LXr4+nVq1INm/+Z+BWUmIgI6MESQIXl7JDfIWFMo0auVC1avnIxdpavEN/BaJLk9f+qiT831lqah737iWWqcT8n5hOp2bkyNq8efMJW7b05NGjcbRuXQGtVsvmzT/RqFF9unYdwsuX0f+8sb+w7Oxidu9+RVGRgcGDK7JmjVHNZcmSe6SnF1Gzpiuhoeajvfb29ty5oyUxsSKhoZX+1b4qVhQOXKTS/1VTagE8MlGnClSc12gL59HLHWpVgwoBxlyDh7Fw+SEkmUSzXewhLEDIWYIxv8gyAf3vLCEFLj8V6lMAOblg5Q31W4mEzeQUaNoM6jcwXy8vT1CpAsoKlZloYpedl54OcXGQmla2CM//tv1Xgez33x8GwNixw/HzE+Bt+fLt1K9fmxo1quLs7Erz5o3YvfsnSkr+YpzRwmxs1CQmGh/af2tduuhYu9aBO3dsGTFC4plFAY158+zw9NSQmQm9exdRVAS7djnxwQcOPH4s07t3Pt9+W4gsy0pioQ0TJljh5ycqOLVokU///vnUqqXj/HlXHj50pVMnLW5uErdv6xk/PpdmzdLZurWQrCyJ9u1t+OorRxYscGTePCdGj7ajUydrQkI0ZSSZ0tIMnDhRyKRJsQQE3GfmzDju3Cngww/diYiowsSJnmRmGujYMY4HD4rJyIC9e/15/bqESZNSsbcv5IcfHHB2Lvt47d9fxPbtRaSmujBhghVWVhK3bxvYtEmPRiMxebKOX34RVc4kCQYPFutlZsLeveL38OFi2PX4cZHU0dUi2eJlFFSpDF06Cq1ns3PLhMZ1oaa51CsgSqLfuEsZhCrL8CROFKRxsYdMpWN0UgI7RSVQtQKEh8CnR43rHTXRTAYBsqt5QCVXY4ddyR1aBgvtUVNzshIlmLOLjVFuLxshh1eqc+xpI/SVr1oM07V3h7buUNsZHG1FEuGEYGhjwm0LUauor5Xw1IC+HITSyweauEIDHz2BQQW080ng18oJuFpJODjk8sAmhytSEfNqwIb68EtLPU27xBH6zjN+b2nAQQtdFfR/z1CCHpkgpY+WkRibbnz/nueYFswRx/ImD/bGwBBnPdoKMfzmkIhKI+NiBR7WMt6hhTRqn8aZ97LpZ6I+0V8t3vs9JgAX4JkZmJE5lQq9bgqevFY2DmlsTZYYHyUi2vdM1jEg0e8JnFGcCp0kEao4N+0TzXuX97yKueeZwmZ1FoXKtc2zfKaQ+CwazmXCbH8DD630fJ5pwFljei/Ee5laAt4STHUvwc49i/lF5sjMWgVjPOBqAcxPEsmXZ2vDh75gp4YPfCDfDn7Lg2mN4UB7+KOnTGZF+CofMhTCviTBVxXhujUszDJON7VxgZDlCueKYF05tJxZVSBZgiMZghpTal18YJQ/FBpg2D1w1sG2OmLegqfw/m2x/621oIqdoHkckuHieLjzCRxrJ0aAIjNg8BWo7AB/tIRb2bApCmb8jWRft4pw/F2h5HPoKYzZL6Q0y7NPO0PLyrB8ADxeC1P7wpkIGLMMhn0J5TED+neGu/ugdUMI9YMuA+GjT80BdP06cPEE/LIFateAi6fFCJ2fH0yYIHPwoIFnz2SKi82veWGhTG6ucVp+voEjR3IZOzaJ9u1jGTo0jsuX83F0VNGqlSPPntXm+++D8fcvXzEK4Pr1HO7dyyM//59HZ/PyZBo0CKNhw8rl5vOoVGquXdPx/Hn5+7OxUdO0qScVK5ZNigSoWtWTtm39/1FC0NSiojLo1etXJkz4g1q11vPdd9d58aKch/E/MAcHK5ycrN+WPs/OLiQpKZ9Zs75l1KiRdOo0gD17DmEw/PM1K7XiYgOvXuVx+PBrtm9/QfXqLqxZ0wi1WvSLv/76kmPHYggKsmfRorplglFduoi2LDk5jPv3/+YBN7E6dURQqjRpsHp1aNLEfOQkKBBatxT0R1PT6UR+zdUnEK+s76MMQMeb5KXY28OTDHiqjNqE+UHDysa8n39jsUqk2l+JVL96DUlpgmKpUkF0HFx+AFjkUyWmwqMo0FhMl2XQ2ULVGpSrK/5IUdSyVFT5v2H/d1W5/5etWbNmPH36jC5d2vLw4XOSkx3p3PkLatVKx9bWhpo1q3HkyJ8sWbKcGTNm8dFHYxkz5iMcHP56/KBuXYlff5W5d+8/97THjdNy5oxIzuvbF65eFRwkENHdrVt1PHpUSEyMzJQp8O5QiWcvrJkyRcXKlYWsWFHM06c6vvlGcPPWrlVRo4YVLVoYePGiiCNHSjhypIRJk7SMGqXj66/tWLTIln37ijh1qpht23JJSjJw40YJS5fmKRWdJCpUUBMUpCI42Iq8PAlZVviaUjEXLhTx7Jl4I1u0KCY310CHDg5Mn+5F+/YOSJLEs2eFTJqUwO3bRYSGajl50h8HBxW9eiWRlyfTo4cVPXqYJ4sUF8usWFHAzJlG8NO4sRZZllmxopCqVSU6dFAREqKiqkLxeO89YxR73z4R2QkJEdnBe/eJY27WrKzneuc+XL0FndoqiVDLxXY+HA5Rb8S85hYeMhg5arYWL3BhseCP6TQialwiQ5Ug8FFAa1EJ3IsDnT0UmQRQM/Jh1x0YXl/812pEkmFBiYim2elAVsP5ZGhi8fJLEvjZCZAdlwOhLgIsF6ghWjnOCsq1ibKImDdzg1NN4XYB1HkN/jpYE2S+jINKIk1bxD1Z5qXBikoqFb/pC4k0lPCl1o4JIRITQuCurKetnIoqKpEGKsG5aCpZcVIu5LJcSH8bW8aEAKjZRiGxGLhJPs2wo5paRS+nNO6os4gkhPrY4anVk1SsZn+GhsO20N0eXpsBFwmtUwmfBagYGaTCXqWhGlruU8xdm3wSR9qiVkl8J73hF95wGT8aY4wAdZKs6KSGRFUKUdgThLhIT8tpXE+mwu0seGpx/X5IAmd1WWpBoQz9n0BSAxHxD9PBzWKINcCrYgPBylBFPUlLBdREo2dmSRYrtE7klhPl8dZCFRvoYiuxLAfOFMrcs5Expd5obfQcqKKilYtERYOKzTkGdpUY+FhfQrja2HwPc4E5CfC8CAZFy/weZNyGjRqme8KUePitBK4GifanVbbMmQJYlQVzFQzU1laijbWY/nUmLDSh2YBwFJf7QM8o+CpRZrgzuJhIafnoYEkAfBgF21KhozOUihh9Eyaqhap0sDAGFgaCr5XQ+d7yWjiQ8yrD3nrQ4hZsTICaodBMec6PtIJGf8KxePjyAcytAb83hl5XRGKurxVMLidpGaB5IFx6D2aehJ+vw9nHsH8kNLCIiHk4wrkZxv8rxkHtYBj3Nez8EwrzYc5IqFnZfL0AHzi5Gb5eB5fPwvdb4dQF+O4raKfkhUgSDOoHvXvArl3w/feiTzh4EL77TjwgQUF6qlSB27ezyciQKSiA99/X0rw5HD9eyKFDKW9Bt1YLbdrYMmiQI0OGOGFv/+9iZk+eiDa4Th27f1hSPCc3buixsysfBJdKzP0VYLe1VXH5ckm5AReAq1dLSEvTY2f376DIjRuxtGq1jfz8ElxcrPH0tGXr1tu4uNgQEuL6zxv4FzZ16nFiY3P57bfntGoVzLlzFXFyWsfEiYl8/PF2XF0D0OnA3l5H+/ZWuLnZUKuWlpAQO3Q6iT//TOX48WROnUolK6uEqlXFNRo5spIZwB4//gqyDCtXNqRmzbLH3qiRjrZtbTh92oXWrWeUmV+e1a4tvo8fF7znatXEM6ZWC0UuKysI8IcrEeJ/VhY4mgTQKwaIKPPLGPFMN20AakeINxmxdFD6xxyl3YzKh8gk+A8C2aTkCV54HeV4o5SoerCSh/FGScT3twySlSZwW/hsOTnw4oXAV+WoRbLvgPguLyfif9v+qyLZNWrU4tWr17Rv34/9+/dz+XISc+acY+jQQxw7VsyffyZjZxfCL7/8yJo1i9m1ay9Tp076223Wq6fC1VXD9ev/uYC5JInM8PBwkUE7ebL5fAcHiX37dFSsaM2mTRIdu8De/RLpmVb8/LMNLi52rFsn0aKF8DIrVID79yW++07NqFE2jB2rxcUFfv65hPDwXLp0yeXKFT0DB+rYuNGe9HQPjh1z5tNPbXnnHR0ajUR2tsz9+yUcPlzE2bN6Nm8uZsuWYrZuLSYqSubZMz3W1tC0qZZ33nElMrIKJ06E0qGDI5IksXNnOnXrPuPYsUyGD7fl1Ck/vL01LFuWiF5fgo+PmrVrzXVeIyJKaNAgiy++yH8bwR0yRLyhBw6UsHNnMQkJxXzwgYa6JvSO8eONv3/8UVSTat1a/N+zF7TWxki3qd1RZLtq1xBAfMV6+GKxmFaaxOFeTmDFzgaa1wFX81E7cguEt15ZeeFzikSVxtKkq1L6R3E5Obbrrpj/d1EAQymVxEtpEMqrLBzsBclqiFZAaKAdIMFzhQLopoVOnlDdBVLLGQKvpBzP8+LyowzVFVL6A4MeSZJYUpzH9yUFPDThM1dDiz0SiehJU6a3REcTSc1jyTys1wo7tMANxMlIkkQ9tTiInYhQiFqhYMhI9IuXOZkLzd1hYQ3Y0gBGd0ulUqdn1K6eib0S+e6LLdXRcI0ctGoBcDsiUsZPkkSJydCDjSQRoi4kScrnMMYxzhgLIO3pUszGmlDPqSzIBjiTZS5TCGClkhnsbpRbHGFrBB7Nk/RElZRGhKW3sH+TnE++LGMaBFTrDPh4F7I7vJi69uCikvjMUaKWTuaQNocKVjLOGplqFQpoG57NYydxwwNUKj7QWWEL7Cg2HyLXSNDOQex/b5bEH1nmN/wDN2hmK/jfJxRqzlwXqKyFs/mQZUJGX+gCTaxk9hXoSSvnwenuAMNdZeztYFE5dNWxnjDQE44WwGwTzXAHDaysCjcLYHEM3MyB5+2M879/BcEn4cc3sFwZHZ/yHK4qHWuIPexrBo1cYP49+PYJdPWGHfWhpRt8fA+WW/BMTa2qB6zvAS2CRdJWi+9h+4W/T4gEGNYJbm6Abo1h3zFoNBS2HSi7nFoNn06Aa8egWphIsG7fTlQPffLEuJyVFQwbJtqzW7dEwZk2bSQqVBB9hpWVKKldoFDFNm/O5733svj110KCg62pX9+Kr75y486dCpw+XYGxY13+NcAGiItzwcXF/626x9+ZUcu4/ItkZyfRooU9VauWX6SlFJzn5pYF4QaDTHq6aFOcnf+5f334MJUOHfbj7e3K4ME1uH9/PJcuvUeDBr68eJFKYeG/G53+O3vyJIX795PYvfsezs4a1Go1KpVEZqZMQYEn/v51efOmAi9eVODOHR/273/Jhg1v6N49gqpVzxMSco5x4+6zb1/i2wI82dl6GjTwoGdP4dGlpRXw7bcPkGWYObM2770XSlGRnoiIFPQm9D0hw5gKeLNnT1nt9PLMxkZErw0GuHlTqH+EhQn6RykvW62Gysro32OLEfYmtaF5PRFJBtBr4NZriDaR+3OwEYWlAt35H9v9eDgfCw5KLu2LRLDxhdqKGFyhLPjaliwZSQP164OPBfhOVaLq5UjMo9fDsT+M/0sTIP9v2X9VJLtNmw7Y2FiTkJBI5covGT26BU+f+pCc7MmaNRfx8/MkKiqK8PCaODnZU7lybfz9/17PpVYtibQ0uHtX3CzLZLl/MkdHwSVu0gSuXxcg8d13jfMrV1YxZSoMf89YVnTXHlj9rZbKlaFfP7hxA1atUrFypURkpIFDhwysXQtOTho+/VRDQkIJmzYVc+yYnlu38vDyknnvPSvq1FEzalQRPXtq2LHDHnt7SEuTiY7WEx2tp7BQRXa2aMglCXx9YcUKW2rU0JTRBr9/v4CFCxP5/fdM9HoYONCJ1au9cXJSc/ZsNjNnxmEwwJ9/VsLd3XiRMjIMtGiRRb6FvE+FClBUZGDaNIFwhg+3pn17FXHKy+3kJI4HxEtx5ozofPr2FQ3GH8fE0E+H9mWv+etYqF8X6odDShrk5Yvqa85Oovpa84bg41V2vcRUuBgJfS22WawXJdU9lQGPEgWDlhY8kWUIdIMsldjHm0xjMpbW4nlp6CsAdWo++DlCkBO08C8/ClBB6beeZ0N7oJK9qAxYoPR3kgQpGojIhUcF0NyCMmmvgk72BvIlAy/1KkI15h1xC42aApWeKKkI0FFPpeWFvpAIQwm1VaJp0EgSfbAmQVLzmCLqAjUkHc8pJBMDURQThNhxZ+zYQzx/kMxkPJCQaII9W0jhKJnM0euJLzFekEJZolccXA2EWUoSqT0qzmBgLxn0Q3hCfbBhNdH8jsQUXHFCQ2XsaYErueRwm2TqY7yh3XFhP2mcJoOP8EZCoo8X3M+Gak56znklEG+dTh+pCio0Jg6KjJ1DHmNdNcx0s2JjIrwoAG+nQvSu2bR1KmGBypiJE6OXKKW3xOklWiXqOeulJlgj8aXGgV4lGQB0LUllr9aVfWEq7NVwyyafr8jmB6xorpzjRw4SW+1TOCoZ2N5QR1uVNZES9CSXp0iMku1xklRM1Vmxz1DARkM+7+p11FMbb/pKb9iu+BVdoyQ+0Lkw1UpMsFVBN2f4IgmWpEInB2hlI+GtkjlbAOuy4DNnsW4zGwkHrYErBfBttoEFFgBIkmCSB+yIhdWZMMFRpoJJe6GS4Atv2JMN36XCCBeopziTLZ3gYx/4Jh7mvYbfw6COE0QqYD1XD4ufQRMXmBYAV2Og90G4PUA4pC08hT74lRSYegsCbGBwBUE3upAKn94XkaOpFpHmUvO0h5NjYdIBeBwDI5fDsauw7kNjQld5VjUIds2HCdawdT+8NxsePYQ5kwSQMbU6tSDiJKxZCzfPwYEDcPiwTKdOuTRuDLVqaahbV0tAgJo6daBOHYkPP1Rz65bMiRNw7Jie0q65eXOZa9fyad1aS9euVvTpY0VAwP9Zt52cbCA3Vy63ToKl6XRQrZoTeXkgy3IZSoODg4orV1SUlEBBgVxGv9jKSqJRIy8yMkS028bG2AZlZMjUrRuIi4v8j7UoRJGyM2RmFjJgQE02bOhQegR8/XVHpk//kx9+uMGkSU3+djv/ZJUquVKpkgs1azZkhVLOVK83kJxcSEJCARkZxaSlGSgsFJ/4eC0nTlzl9WsZg6F81BkTk41aLeOq6GeuX/+EJ0+y6NbNn2nTRG2Pb799yOLFd2nY0J21a5u85Wc7O+9FparDmTNFREWVEBT0z/e+RQtRGv3uXYE3unUVFIo7d3gbxOraQfSFdx9AQxOVYzdXuHgH6tWA4b0gUKFevDYB2Y42cPOFKM4EUMVXBKjKSBf9jT1XItWVlGTr52+Efre3ArpvPobzD+FTi376WQzcfA6TLcgH6dngEAQVa5Td1w8/CKWeUtu48d8f5/8T9l8VydbptMyZM41duzaTl5eGVnuFJUvaMGdOd/r1q0Zs7F1q1KjAo0ePuXUrnZ07gzh8+CqJifF/uU13d6Fw4egCa7fCoVP/+XGFh8Pq1eL30mVw7x6sWg/DPxRViWbNNV8+Nxf2/C6kdyIioFcvMczRt69EUZGan39W06GDREYGfPEFJCer+f13W+bPt6JxYxX37umZMiWPdu1yiIuTWb++mBo1crhwQY+bm4q6dbX07m3NoEE6xozRMXq0jvff19Gli446dbRvGzxZlomIyGfgwGhq1XrKrl2ZdO/uyMaNfvzySyBOTmqiogp4//1oDAaYMcOL9u3Nw8B2dhJt2pRNmHF2ljl4sAQ7O4latXSsWaN5C7DFfOPvn38WqiIffiimX78h7kvlUAgtZ3j40g24eUdkRcfEQ5MG0LGVmPckCi7eMtJQTK00mKeyeCtkE1ALoFODlxNolD5Ko4bXqSDnwKsvoJkXkAtHR8LZcebbyiqCa7GQoEQT/ezhQgJcSqCMVXGGig4QrzgoVZ0g2Rb+LDBSGaorwagHf5FApXMo4KpVHvcMZWF8qFbipi6Xyyrh6LTSqGmhlXihMg/tBksqnkiF3JVEdqYGiRYKDeMsxh3XwhZrVLyhiOeIbTTGiEAmGl5jWUUnT4YHJkHZzjhijUQyJcQgZnijown2FCNzDIHGJCTCseIliZzGXGOvEQ50RkUBL3isRLND7GB7bfgsSI2PTSF5koE/lW1tC4EtFWFF3VQqVHuJg3cyblqY4Q9P6sLmEEhwSeQPVQYlJsf/3CJZ67UeOifpkWUZnUnTGimX0Lk4lXqueto7wzCdNToJDsuFvJJFtMtBpeIjlUB536mzsVbJNFVZ0xIrspDZJIsHxkOlpr9G8F9XlJh7rjZmnFmZH4qc6J/rQ4LiRIx3AUcVnM2D68rIyUxlRGdlJuSbRCvnOInjX5glc7+g7LNTz0pisJ1wDteXQ4etZQOT3SFcBwsstNm/CoQ+jnA0Cpa8FKMJltbYBRZVBClDKPAMOmF85gcHwZJwAbBn7IUzz+G9INhYFxw1sOUiLDz71xFqnQbW94X3a4GdNfx6AcI/htPXyl++1GxtYMsC8akbBl/Phbr1RDTa0qytYfo0ePZMVMGrVQuOHs1lzpxc3nknky++yKGgQObo0XwmTCjE37+A+vULOXzYwOvX4Ogo8e67Gj75xIqUFA86dbJh+/YSCgv/z7O2tFoJtVpVbhtoaRqNiqgomagouVw+qyRJeHqKY0pOLhutliSJqCgRyU9PNz/2pCSIiFARFfXPwPHMmWQiI1NxcbFi8eLmZvPs7a2IiIhj8uQT7Nx59+30nJwiHj1K5cKFGPbufcb27Q9YsyaSrVvv88MPdzl06AUREYkkJOS+VeRSq1V8+WU7Pv/cKHuhVqvw9rYhPNyF1q096dPHm8GDfRk50p/BgyuxdetQ9PrZbN3agrImA+lER7/m1KkLAKSliVLpnTv7v13q3j3RTl2/nkKLFkdZu/YRer2BwsJounZ9TkZGHitXljNsVI41aiQwxpEj4n9AAFy4INS2Ss3LA27ehis3zNetreQq3VVGhKoGQPVgUaip1BwVhzlLUXx6kg0XE82Tu//RHKBVIwhVLkFKuqBThip0kdcKJAu0iFi/Upp6Z4vR5owsyM4F2eIYUlJg1mzzaRv+/yD7f26rV69g6dLVBAUF8OGHI3n8+A5NmvgxaFA1fv55Arm5v3Hv3nymTHGgsPAhBoNEXJwvy5f/SGxsVhlB/MwsWLkJitwgXgMfL4KeY0R09D+10aNh+qfw7BU06gAffwE//gb7j2AGLktt8idiyMfVVST8jR4toujLlsGsWSo2bVKzZ4+a2rXhyBE9XboU8/y5xKpVtuzZY0+3bloMJk/969cyrVrlUalSNp9+ms+hQ8Xk5Jifb1GRTHx8CYcP5/HRR6mEhMQycmQiu3ZlotVKTJjgxnff+TF6tBuSJBETU0j79o8pLi5m6FAXFi4sK9mh1Ups3WpTJsvd39+dxYt9uHvXQFCQFr3e/O0ozS+RZcFHf/lSyPYBHD4Ez59Az3J0bfPz4UWUAMphlUSCxZVIyFKwYGnikkM5dER3F2hVH+wsOF0youx01dI2UYLETOF5gzFaXUobKZUB0xvKAnY/xfuPVSgfwY4iAPA6u2x2dmUXURTmitLAOWgg2EYkjz1VzqOZk0xjd5nnUvmIoo7CAYwsKQuU6ioR6FsUIcsyNdVqIrS5nFaZI/bm2BAf5M25ICNvsCt2VEDDSROQrUaiDY4EoOMKWcqlUr0NcNzQZuPmlgjIaLWFVHJO5WhACYNMGkwH1AzEjgQyOIQx26Y3LtTHhqtkvJ3WBjH8eoU4ck1SR9VIVEGDHgOnKDs22BVnAK4qtJaG9vCeB3TW2lKCzCmyMJiA6RB0BKMjHT0RJuf7vJzR6QC1hCRJJFtkzz5BT6fiVDJlAz6Smv6SNbVlHTtNhJ5HYUdT2YqUYhVXFdnDaTjQwKBjS0k+eQoQmKi1wRcV6XkaHhcYj9Mi3gzAHYMVm5X2ykkNnztBWCYsVdQGOthAHx34psEOk3aomZXxfWyTKJdLG1noAhUyYNkTiSflOHlzPSEuEQ4mwE8mcQwbNUzyEe/VohdidMbUKtrDkirivfqtI3jbwsM0WHzQuMynVWGANbyIg57b4OYbeD8I1oXA42iYcxqmHf97KsiwNnD7W2gQKt7LdoPhven/3L6/9w5snwtVwuDpU2jcBJYtKyyXl+zjIyJpJ07IbN/uyAcfWFGjhsT9+4W4ucXRrVsqV68WEhcnkiBr1gxi/foQkpOt+eknHb17a3jwwMBnn+UTGannwYP/hPlavhkMPuj1PhQU/DtU5OgolsvMLJ933batNS1a2LyVXbM0Nzex/qXrstn9SEgQf8orLGJpM2fGkJ9flQULOuHmZk5zsbfXMXt2K6pV82bu3Cu4u6/BxeU7HBzWUq3admbPvkzfvocYOfI4kyadYfPm+4wbd5KePQ9Qv/5OOnTYg4/PDwwdepTt2x+Qn6/Hze1vhjVMLCgoiCClhODIkTX4+uum2Nio3wZkfHx0aLU+QFW2bhUv3cuXWZSUyHh4GL2c6GijvFJhoZ7Zs28xe3Ykvr7eVKwYQVERbNyYQ2LiP9//0n7ywgUR0W6iBPevmFAXmyg5SWVAdmWRwGtQiT440BMevIG7UcZlrLTQOgwaBYo8ptJz/bdZawXFcPw5XIiHEIVIcP0xlEgQEiDeWR9faNUEAi2IBlcixPcrC2WUrBwRmbcE39u2CWURU/ur5/R/y/6rQPaAAcNp3rwx48d/yrFjp+nWzVx2Qquomi9atJIJEzpjbZ1CbKwtW7cmU7fuIho1msD774/ixQtBoJu2GKYugqQs3g6FlHcj/41JEjRuLni7peAMIDMbHt+Hr5eJBJlSOkpWNjRoLCgqKpXg7Z09KyR67t2DBg0kvL1VXLyoZuJEDVZW8OOPevr3L+b2bTU//WRPixZlI8gvXsgsX15Mz575ODhk06RJNm5u6eh0aVhZpVOtWgY9eiTx/ffZvHpVQnKyirlzPXnxIow1a/zw8xPbfPYsn7ZtH/PiRSEeHhpWrw54K8dkabNnFyJJxYwcacvMmdZ06aLl0SNBXWnZUs1vv6kYO9aA6Wtamg19+7aoVuXmBp07i2nHjovvRo1hyUq4et24rycvwdUHOnUQ0aR4RfOzVAPU2wNaNQbHcgq8pGTCudtlK1fpNBDxAu5FG/+DUTnEWgNuHlCgE1QSXyfwdzbK+plaTU9oESiSIkFUFuwRDCFO8MIiUFHbWXzfyTBOa+kiKhHeV9avZAdXJbjwF7JkjbQqWltDiqZssQc/1HSRdFSSZF5QRA102CDxkhKSTAgstdDRHh325PNaiVA3w4bXlHCJQvJMAGVnnEgim8MIPaUYiox3VZZxc0tiVsVEJgVFY+/5jByb1DLH1U4BwQdIfQt22+PIM7I4SRrRyjF4Y0cbKqLDjfOkWmxDeETPyTLjbJduyx0n9qAn3eQ8q2GDL1qc0HAfY3hdQqI3TtRGx0WMmTOllGxXTQmhjmnM807nT0/RpCbLZQFJDjKFyvm8L9tzIcOKlTl6chXkYS+pqK+34ZFe5nslSt1UZUWxrCIWmd8UxRQvSUXrTBeOx9uyxiQ6WI74A8Oc4UMTnuIIF1FwYn8ivMoTkca+aonbyRJrXkvmZeKVDaZIUDdBz41C8240RCfRzl7CACw0H0wARFR5qTLSNPOZuUxlKzcYHQDuGrj3RjSv1R0g2A6842CZotLjYwe724PqIszZALuVaJwkwdJOMDgccgrh491w4wEMqQ6/9hcA/cdI6DND0MD+yir5wqWl8E510bZv+x3C2sOj53+9Dgi93RvXYfyHUDFY5vPPE6hUKZZ167IoLDTe+9TUYg4ezOS77xJZtuwVP/zwkujoOO7dKyQvT6ZuXS1DhmiIiLDizRtr1q/X0amTBp2udDQR9u3TU1ICH39sRa9e5SR+/IdWylv9l9LLhIVZY2trQ2pq+e17draKCxfMh+RL7dEz0NtZIXlbM2C8in0m3Nj8fIkaNTRUqvT3tJXLlzO5ejULKysV770XXO4yffpUZdCgagQGOmJnpyUjoxArKzWVKjlToYIjvXqFMGxYVT76qDatW/vz/vs16No1mPBwDxwdrUhMzGPnzseMHHmcDh320Lbtrxw48MyMI/1v7OOPa1GjhhuyDLVru7FqVRvmzKkLSFy/bkdhYSFOTjpCQx1xdzd6l69flx0m8Pa2wcfHC5XqKb162eDtreKHH/4ZIXp5QadOMvXrG7hyRSY8HDp0ELKvpVUe69SCNo0g4ZX5c+DnBc/jRT/4JBoqK3SOFwnmWtlPbwmFnNQMqFacQUtNOtEPHpGaWk4lKwt7miBGtkI8BWAvKoboePFOhwQIBbCzdyAyyljqHSDaJF6SZ5FHk5EDhSpwtMgf7dED+veHymGgtRLUrtIKkP+37L8KZAOsX7+ZhIRkdu06QO/e/f9yua+/HsLWraPo0KEyBkMGWVkykZE+3LtnR//+/SkoKKB/17Ic7OqVjRWK/lMbPbls4YRHT4VixpRP4ORxSE+GFs3EvFuRMHioyAIGaN5ceKOBgeLFaNMG9u5V8eWXWh4+tOKdd1Tk56v48ksDwcElPHhgvjM3N4mAAAkPD5GBq9WCg4MAu8XF4rysrVV062bDnDlOXLniTWxsAPPmeePvLxp3g0Fm/fpEGja8j5WVRJ06tvz5Z1VcXMq/KBERJWzcWEhmpsxnn2n58ktb1q1zYPlyK2rXtmX5cmu0WomrVyWaNjUwdKiBmjXFywFCS7akROjF6nRCsN7WViiMGCT4fB7MXGjc38NnIhJlrUSjM7KhTk2oonT2tx/DuRtlS56DaITEOZpPt1Z8lVLnyMkeVDaiSiCIZ0SWhIuQkQ92ThADJJQj3+piAxdewx2TtqjYAE8zRLTO1CrYQR1XAcDjlEalkgdEWMMl5VjqKn3u7SJjVURTC9eoibDO5rgmB4PFfEmSsJNKeCDlc1MqRIvEIHTUpoibZBuvCxLOlPCaAi4q0V8P1NTBCg1wGaM30QhH7FHzjDxekk+UCVgtDXns0iRRSRKRoqMm0WrTbQRghQtWRCiA2hY1HRT+8kGTdULx4A3FHMe886mIIyEEchGJG5h7L05o8EOHHjhlEpkWHHJPbmLNCcxvXj1suU8+p01A9jpXFc991BzxKcTKOZqbuoS3nNU8E4dRQwlt1AZuaT3wlESDUk+nobFWRaYMvxYYe68xGms0wB/6ImIUfsSHKvEw7yspfAuCJ7mI/WzPgAzFT1ABpekQOj3U1cN0B3A1eTV9rGGQr+BN/xYlpvXzAh8reJgLF01uRxN7I6iK1kPzRD0bcsxfjpmB4KCG+DR4Vg6YHeoDfV3AJgq+uW4+b1kYaJ7C4ZuwKgDutIYfvOHyCZi/D24px9fcHz7rKX6/9w3cUQCwSgXbBsKkBnBjN7QaA/vPQP8acGgIVEuA/X9A9d7w6x9/HdXWamD6aLh7FNo2EQoLlcvHcmZmYwPffQebNhVRu7aWuDg948en4eLyiGrVHuHt/ZQuXV7Tq1c0J0/m8uBBAXZ2Klq3dmDjRmdev/YmIsKLKVNsqVtXVW41xrQ0WLbMCjs7F5YsKUc24X9goZUlgkMhJvbfLS9JEnl5Zctwl1qQomQTFWV8NrKyofMQqNYKnsRIyMq55ZhgydxcuH//nxUfjh2TCQhwYdw4X+zsygfkVlYaZs9uwalTg7h9eyRJSePIz5/Es2ej2L69M/v392LHji6sXduOL79szqZNHTlypDeRkcO4eHEg9+8P55tvWtOtWzDOzlrOnHnNO+/sIyxsE7///vhfg22VSmLVqma4u1tTVFSARqNn5swWfPddU+rVu0zXrkO4fTuZZ8+y2LTpKS9fZhMXl0dmptEDrVvXjWPHOjJhQhX27DmEt7c3Cxc68ObNUxYtesLr1+VkaltYzZoGLlzQc+iQAZ0OZMP/j733Do+yWrv/P8+UzKT3RnoChJCEDgFC771JEUQQRQUbKhakqIgoxY4KdpQiCEiV3nsJvQRCCKRBQnpPJjPz/P7Yk8xMMljO8fi+v/N+7+uaa5Knz9P22muve92iQM3+/TXnC+wUUJAPe/Zar9uhmfg+fklIQ7o0gqoSuGUxGuVtkpndz4ebG1I4vOAiEx+aQEhIGNOnP4fBwjOwvLyU3NxsDAYjjz66g/dn7CIm8zgDvMQNmHYXmoRA03CwU0Oa6VUebE5/AWD6XPPfew9bzysx3Vd1R6gjI+GXtfD861DtDY+9CFkPVgf/R+K/DmQ7ODixadMW3n13NuHhjUlPT0enq8/iATz8cDN2736Zs2dfxc7uCCDh5SX8Krdt20CfzrB8sfU6TcL/9WNbPLe+9cyh49b/OzvD4YNwcJ9Imly3Hqa/ApWm58rHR9jzTJsmXvJvvw1z5kBYmIKNGzV89ZWSbt2EXruoSIFCIdG4sR0LFzqSnu5EWpoz9++7UFbmQmWlM6tWOZKT40ZFhTs6nTv37nmwbZsvc+e60769ttYbVaeT2bChmPj4q0ydeofCQiPx8U7s2dMEDw/bALu6WmbBgmK0Wpg2TUuTJuIFOWsWeHjcpUWL+7Rrp2T1arh0SSIzU8m33yq4dAmWLRPSj5UrxW8fNkxsc/t2OHZMZFCfNg0dxceZ93kjRXxHmxKfUtLhfKLZlq9GLuJko73y9hSZ1XW1ilo1xDeFVhGioXaxFz3xrELzMr7O4OUIOSUQYNKYZtpoPCJM19/S1rWpqfd9pQ5IkSRw94UTEpwxYd4OpuM+afodbkqJ4Y5GvNQGbBVVayApaYCSYmRuUl/f0NZkRHrGBJSDgVTKax1CaqLN3XLc7xZw3AJ8D8aJciS2Yn7pq1HQF09iceYwxaTWAasS0BsXRuCFN2pkFKRh/XwqkYgniP3Ys8YCBA/Bm2g82YaMbAKxPfBBhcRVuZgcudpiPxItESd2jw0g3xcHXGQFF+vIaLqazsd+i44DQCsccURBMlXclcXxaiWJCLVEG8kFV5TcoZIU03pjFfbMUjrxrcqJhupykpWluNQBUVM1ajoZVOzIMAMHf4WSyVXOqJPc+faueD0PUWhpl+HO1kNuHC8Uy0VrYawGmt+D1SYZqiTBmUaQFAlTdHDv1F2+PlVfi/a8P7hcgg9+hSq9aGxfdoeAi7B0p3m5uphUB0zJN1JhIasL0cLDpbD/IHxSZ+gZBJh/3gduZsLik8K6qybc7eAdk7z2td2QnAe9o+H53mJE6PVV5vfetKEwrhu09YchgyDNNFxsp4IPhsP4flBRCSNegZkLoYMv/DQDencQbNu0BRDbDua9D9dvYDMah8PelbDrx7+W4N68uYIFCzQ88YSBsLAcKiqKuX69mOxsPZ6eKjp3dqR/f2f2729Efn4ztmyJYNIkZ5sJjHfv3uWuhX6whh2OiJDQaOqD8H8lGkSouJ2rJvHWn9uery9oXWDjKTHaVzcaN1US1FHLm1tUzP5KTMvMgl0H6y/radH+1eCwEgNU2nh3gWhDPvtMQ3p6Y8aPD/7DY5UkCXd3Ld7eDn+6hLwkSURHe/Hii63Ytm04O3aM5KOPuhMa6kpRUSXjx28mLu4HzpwR1yUnp4xr10QmYN3rBdChgx9vvtmMxMQsRo3azPr1N3jmmdZs2rSV1q2HkZ19DbVa4siRbAIDHXjkkYMAaDQKli3ryJ49fYmL8yYp6Rbl5eW8/vqbxMY6MGqUD1VVRt5669Yf/qYhQ8Rv37zZiCzL9DIl8+/bZ352+5pyR48ctX7S+7aCjoFw1jRq5O4krtVZCyeSjo3L6BxRwL30ErKyxMP46afvc/78fr744hvOnxcJDpmZacTHd6B//77cuJHPypWJ/Lb1Jld2X8OzXPTa0jLh2nnwND1zOeUQ1wnatzPvb+9h2PCb+f99R8z6bIDKCsHC23INAzMLr/oLz/XfFf91IBvA3z+AmTPfAWDcuFFERzfhhx+WkZKSxK1bNygrK7FaPjy8MZ999jIGg0g8GD58IDt3itZm/DBY8rZ52X/HZ/GJRyHlPMx5RbDIAMkpsNNGMmXXLnBwL/TuKdiSUaPN7iMqFXzyifikpcG774rkGr0e4uMV7N+vZO9eJc88Y4/R6ExSkpbXX1fStKlE//4we7bQeaelgYeHhJeXAq1Wqn0pGY0yWVkyZ84YWbq0hBEj7uPpmcbIkXnk5xvw91ezbl1Dli4Nw9OzviSlJmbPzmP9+jzatavkzTcFeDl61MiNGzJOTlVMmaKjslLm66/FQ/7226KHXRObNokEx7ZtReIQwNZt4nvwICEj6RovPjVx4To4u0ALU6WrWlN9k1wkNAQ6xYGTDU12cQUcvQqFdfSlKpVg1Y4mQXmV+ACcuWNexscJcssgqwRC3KCpj3Vlx5po5AHdQs3sOEBbPwhzg6uF9ZePMw2XnTLdd20dxMdBJSoHghiWzzTCyWrbVN0g7Glu0JBgrK8paYeWlmi4YQK6cQiG+WwdkB2tU9FQp+A0pehM8osuaNEjsZVyDBaQrAvenMLALxTSBC2+qInHkQgUNMGJRQTjgx1N8OMgEluxfh4BRpqOYwvlVJq23QYnbqLiMnrOmsC7C2q6yI25LoextQ6g74UXTrKSjCoVdQvKdTE4ceOeL1/m2Fsx/J3QEmxUoSy1o8DifKqR6F4RSOn9CHZVWL+pVUj0lr2I0XtypFq8zb0kBa8qnRipcMJNUlOCkeN1zulwrYqEFA0b7ilIscD0/SQNWeVKfsoRnTm1JNFKrwEkllu058Oq4PhJ+PqsmaUNtYNGGni6MWiMOvam6iiqwzG08YYgB8grh62mIg0jA0WS8KYroiAE1AfZXhIsdVdgX6dwyDSTY8Hyy5BvQyLVNQT6hYuiSj/VSS6cECs02pUGaPm1SAheMBoeioQjS2HOe2I5SYLvp0H1dfHe6jPYXHBDrYZv34T5z0LnZvD+fAiLhRUrYd0i+PpN6NZEWJi9OQ+iWkLfQTB8OLz8skhK37BBdOD37YMrl+DQIQMHDxrYt8/A4cN6jh6t5uxZPefO6di9u4Jvvy3hxReTadv2NAMGXKRv3/Ncu5bP7dtFdOvmQGCgHTt2BPDbb8EcPhzBzJm+dO/u/IflzXU6nRUppNMJwBH6AP/vfyVaNRffZy/8/nK6ath0HM4rlVR2UPPlMQVvrjTPLyyB2V/Bqz8rSZclKg0SRy6KeVGN4LsP63dWvEyEQn4x7L8uoWqrYs99FS9+avsYTpwwUlQEkZESTZv+M2ZoLi4aXnqpLcnJT/Lppz3x8rLn7NksOnZczpQp2+jdezXR0V/z9tuHqaysskniPfdcK2bMiMNgkJk2bR9Dh/7C8OHrSUwMR5YDcXQsoqREh6/vGi5cEKLhHTt6M2ZMWG1hntzcfLy9zVqvd9+NICrKnosXM0hIyKm3T8vo0EGiZ08dXl7ZXLtWQb9+elq3vsf+/Um1SZ79+skE+VexcUOlVT5a68ZwfBf8tlW8V1o1FLKO+4Xm7Vffy+bI+iSmTp5JcfFxWrbMIijInSNHTtKiRSwtWwrma968t2jSpBFlZRV89dVmwCzbbd1auLFkmX6Kr8mcJasITmVAhelyyzK8UCd5UZbhqxXm/+/egMyT4PwAybpKAS2i6tvz/hPxXwmyLaNLl074+fnwzTff0aVLN9q0ieP5582WD1VVVXTv3olNm34AcggIcCM0tBVHjpgp5ucmiCx0gG0H/73jcXWBd2ZCmjkJmhffsNY71UTLlvDRByL5cds2eHSCdeWmSZNEkRatVrDbY8disuST6NlTwWefKUhNhcWLhVNJw4awcyfMny+s8Fq2BJVKj7NzNQ0aVBMZWU14eDX29nr8/fW0a2fgyy9L2bixnNJSmZgYO2bODCExsRkjR3r+LlOwcWMxixYVoFTC/PnuuLhIVFbKPPmkgYQEPZMny/j5wYcfGjl6VM/YsUYefdS8vizDBx8Ig/kXXxTTysuhsADatYVOneHXTYLVjrMoLHMxEUrKoamJyc4vg8aNIdiUtHjkIhy9BO42Hraa8uTVNq5FTXXHonJrOUlN9ccAN/GdVgBBrnDtPpyqk5wBEOgCCfdhb5oAOQBN3OF2KZyrT7gS7wqdXOGeCT+6KKFKBQer4YwJDHU0MVxndLZBdoCs4qys54RcH2RHoSEJHRepIgs9MWhphiM3qSbHIpnQEzUGZIowcs7ELjcxJU6WITPfwpO6A064oeQWVbij4jBRfE8ESjw4jcQe0/pDTG7SW6nfc41ETXdZS5ReywGD+PFKJIaY3Eq2y5auJm5UoGCLbI3wwnAg6047vkkN41SdEdaGCgXBSol8GS5ZIHBHFNifb8C20x4cKbS+v4MNTtzVqzhoobmticbVvmwud2dzdf1noi9OuMpKztSpSOOohGGmNnSNRZvZ3RWC7ATDd8Y0uvFYgHhZJxdApalNH9oYPO2F9OhSHX1tU3eI94ImMmyq49UuSTCpFfg6wjGTp3yoB3SNEM45uy+Lad4mgKSpAp8EBXNvKnnauX6TEe0NI8KhnQI27q83G4C32oHfMZj3imCcLY/laROArACaLINV12B6H6iuhA+/gCOm49doYNsGaB4LN5NhzDhhU1aznZlPwKJnoHNHyC+A2fPg25/gyZHw02di3YnjhUNRSZHoxH/8sRgVXLAABg4U2tWuXaFXLx3du+vo1UvHG29U0blzCW3aFPPMM2X07ZvNk0/mcfBgGQkJxaSlVdK2rQudO7uxYkU0X3/diNTUFvTr5/qXKhnaDCWcugp3/qR++s9E25YQ3QIKf+fQDAZo/iwMfxeSCqRapKCxIAcmzIP5P5pJB7B+Nz4+Fn5bYZ1IrlIIYB4wBL7eJaE35fEU23AuAUhOloiPV9Ov3z9PQSqVCsaNiyYxcQqvvtqe7t2D+eqrs1y8KC7G3LlHePLJgxQX1wfZkiTx3ntd+PDD7jRq5EJpqa6WZZ82rTPNm9/FxeWo1TotW1pbAF65kojSouBURIQDAwYoOX8+nWefPV7PqMEyVCqJoKC7nDyZyubNecTGKrl7t4CUlCouXRIPYJNIUCplcnIgIcG8rWaxAnOkpcPtOzIvj4S0H3OZ1FO840tKirhyRYjrmzbtSkhIIOfP32DevPnMmDGPUaOGozT1riIiwikrK2PGjOf56quTuLvnotPp8fZ2JSJCDPkaJWG3G2jSf+ebckA9TLmnFRWC7a4b+yxOX81ggq2S6gAFmXBhN+j+BdOKfzf+60F2gwb++Pv7sn37z1y5cphnn328tupSQUEugwb1JTExiZiYJmi1Ki5dUvPRRwdJTr5DRsad2u0sekN8u9uwm/pXws8XMq6Im/lGMrz3ke3lYmJg9y5wd4e7mfDGG9bzBw+GvXtFMsv69cIjM90C3AUHwyuvCGP65cvFMm+8AX36CKsfENWS7t0TmfKVlYI98fQU1oPDhjmzdKkHqamBXL4cwMSJbri6/j6jsGtXARMnJtKlix1z53oSHy9Y7LlzDVy/Dk2awLBhEtnZMvPni7dyjXtKTRw+LKyxvL1hxAgxbft2OHRINKjJt8QLvX07UeYVoKBIzHOwh0ahYlribUhKE9WrKiqhSicSnGxpsj1coU1TMb9udIqCLtFQWAZHLZKi5orOOQ29xSenDBqagNPNvPo6UEmCKNP8ayZQHeUuhuyzy6GozrBpnAscLYI190FnasA6m6QvR0yYsqNGJsKximN1XEFqtyGJlvGUsX5joEKiTY1kRK5AgxInVFQDJ7HeXiwOKIAE03QJiZpTtZxSik0MtxqJEXjQAld2WbDLQ00AebMsWtQuONFctkertyfRBsveXu/EAZ3Eer153lCDM755Pnx117mWge6LFjWQY5DJrUNZ93YUz/ruOo24JEn0tlPQSilxrs5p62oacjxUaD29m0Zs66qNzkxnlTjHx/TV6Otc9M4lnlza2ZAvTrvWux8ecYe4Yth1yDxNIcGkKsj7BX42Ddk2cYS4C3DwazhgYp81KpjSCKKyYPXmeodEJyVcOADLd9SfNzISsjfD0s/NEqpx4VByFFZtEP9PdpQ45qvkqztK7r+r4JefH4zKHnKFg6vgp42257cPhwCNsNpav9N63hMWjmxFOnhqB7x+HV54CZwcZT77vITKSnFvubnBri3w+CNwYC+0awdLlpifs7i2cGgH7N8GQwfC05NM50oDA/vD8q/h8ml4dByMGyfecR4eZhs+R0eR+9Kpk4IuXRR0764gIkKiY0cVLVsqadJESY8eWiZMcESjceXDD2O5dq0Dp0+3Y+HCRowf70+jRn9eqvBHEdtUvDMSk8R7+e+IFs0gRYZfEyD7AaBDxrZbRIBFEm3/9mZniZooqtNf7tsNjm4y/7/0R1ix09xRrAnPB7SrJ04oOHZMRZMmDx4x/U+Hk5Mdixb15MsvB9C7dwSWhtD7998lLm4DcXE/cOXK/VqWGMQ75uWX2/LTT0OYO7cLb7/dhV9/HcWCBX3Zt28l3bo1BmQkCfbu7VZvv7/9tpfp01+0mvbWW61o0MCB06dz2L7dBotjEcOGiWGDzZvzUSgkBg50EZKyM+W1xzdggAJ3dzh2zNzzVSjgkZHZBHofZcH7a1i/dhmtWzXH378BLi7OhISEkpubTlRUKiNHBlJWJlipixcvsHPnNvr3H8Q778ykVatmLFz4MTExTfDyaklVVSDl5RqMRi9ycrT8+ONnGAwG8g2QUAI6UzuuzIOYKvA0HZKDAyQdhR8/1tHYP5fY0CLmz4Av3jP/1qqqAlq00BMWZrvjUVOnw/6P6y/97fFfD7IzMjIIDRVWX2vXbuLjj5eRmJjEwIG9mTDhEfbuPUTnzu25ciWRmBiB8tTqpnTvHk9RUWHtdp4aCx5uAsglpfw9xxbQAH75DiQFHD4DZy/ZXq51ayHeP3FCsNJr1ljPj48XZXobNRKG86NHCzlI3QY9IEAw2O+9J5jvnTslDAYVRUUq0tNVXL2q4sQJJWVlKnJz1Zw/r2bePCemTHEhOPjPDdWtXZvD4MGJlJToadq0mpkzBWL57bdiVq5Mo1kzme++U6JWw/Ll1fj5wejREj16WN+Ky76Htu1E1ccajfQvv4jv0aPhwGFoHwcPDTOvc+Gq0DC2aiIkHiWlUFAsQLOvpxiijImEzm1sH3tVNSQkQX599QLpBXD4unCa+c7Cb3TJPki8C0HekFwBF3PB2xHaB0Osn7UGtSZ6Nxa2YddNPXY7JfQMgxIFnK/T6HnZQZQDVBrFiwigh6NMVycDyZIAn01VCkoUBjJkmTQbCTrNJDWtSl1JzXYnz4YVWxejM846Jw6a1u2AIwoZLhmt6d9mOAHObLJguFvWstnwCDmUmYB2HG4cRGKdBVAfJDvQxuDAmWookY3YIeGv82CfTsU2Q32QPVQptEM7DDoqTTdzc4WavEoNdw0SZ2oSUSUFcTf8OH7Eh1251q1+H3toqYJ7pdSLOIOac5l27M23vve6ukIHe5HUYxmxKonGl9Wc3aXmXp3rGqhQ0K9UQ9QtB67WsYxq6aTAQyWRWgEpddbr4SXcgg7fttbw92kgkpW2XjM/x71N1c+2njcv1zMAEq/AljpsNUCnpkKDeOgy3K2j9w/wgg4xotO5xyTh6NcSjHrYc0ZMV0gSHTUSQ9tLKJVw7KJwQ7IVgzqLpKUj5x/s5vHEKHB1hsvXrKd72ciPOJIO4b0hNiSL9auzWLjQfFJ9feGTj4RErqoKpk+XadSomqlTDaxZYyQ5WSY4AN58VRTy+uEHeO014U4UHCwKYT3zjPDfv3BBdNJlWTg39e0rOvgHDmg4dEjD/v0afvrJgWPHXDh3zpXly13Yt8+PRYvc8fTUsHhxxR9KQP6dcHKCYSOgTV84c+2Pl/8zodVAlxbi7702dPQg7pt970F0iPV0Pzfz31NHwO5PwMdCB3svh3rRIga6dxR/X0+BjQtENUyr/T3gWGucL/z8HrDAPxgNG3rQo0f9pKzKSiOnT98lNvYbPD0/YubMg2zYcINqkydrSIgrnToF07ZtA1SmgmBKpZJXXnkUOE9EhIq3305i69a7nD6dR0aGaaRvSD/eeWc+eothbmdnO5Yti2fDhp4MHBj0u8fbu7cbixaFsGKFGNadM8eHe/eimDzZ3FPq37+CgoJzrFtnbaejUV8hI62ALVtS2bp1G+PHjyQz8xKXLh3kwIGNGAzeJCYmolKVkplZTq9e/sTHN6Zt23i6devJnTt3eOutV7h+/ThPP/00ixdfQZJg2rQYMJEtGzb8wmuvTcPBJBEtMzU3pYVw5TRUWrxHG/hB22Y6ks6dobrgIjNfgHYtxbyiIh3btu3g8uVfaNrU3HvT6/Xs3r2Vt956nb1719KyZQE+Pn9TT/UvxH89yAa4cSOZMWOe5J13PkSlUtGlS3u2b9/LlSuJeHq6s2DBYmQZZDkJpTKHBg3asHfvYaKjW9RuQ6WCCSOhSyf47ciD9/VXo2dXmPEK7DsFU2Zay0Eso1cvMbQJogDNxTqAvFEjOHkSHn5YeEo/9JBgqxMTf3//CoWEi4tEYKBE06YSISEKHBz+Ogtz504FjzxyhUWL0qmulnn55QZ8+WUEkiRx5kwZY8akkpFRypgxhXTsqGD3bj07d1ZTXl7Jxx9b34Z79sOajZB01ywVycuHi7egZx/BbG/cAidPQXx783pnTcPcsU3Ed0o6GHXQPlr0zvMK4cotuPcAEGBnIkt0NuQiNUNXv10SyY01oTfCtJ8h0jTSdyNXsDvVwNEMSLIhAfFyFYmMZy1eIqHOgASnbDRSI3ygsxucNu23o73MEWUl66t1VMsyCkmivUqFmwRnbOiO7CQJfaWWnGolJ2wkpsei4S5wzCQnaWd0objEj9Vl1nR/Y+zQIXENHdmmJMpCi/mnqeIxcqlEJh4tbihIQk+SCZT7SWp0RhXpyOw1CoZ7iKns+lZD/ZdfmELJUElDQ4NdrdZZkiSG2QsG/XCFucPQ2eQ6sKsOMI7XwvlkWJlsLmZSEzVVCM/WAb7tnOHkZVh7GaosnkeFJBEgKQCpVsZhGdqrDhw6oSEhy/r5UUrQ2x3aaISfs9U6KuhlcrI4cNs8vX0I+DmDmx2kmIDGgGYQ4iGehZroFCsqFd7JMmfl14STPfSKEUmAR07WP95BnaBtE7hiSgQM9oNmEdAoQCQL14SbM/SNg/goSHgAEeDiBINbQXwDuH7V9jJ92kPRdfjuS+vpdWyPkYCpreCJlvDeu4LifP/9Am7fNnfEHB2F//SGDfDYYzK3bsGyZUbGjjUwapSRhg0FOdGjB7z/viAndu0So3wxMYKtfu45+PZbsY2SEiFN27ChPjtrKzIzDezYUYWjY/3quH93BMbAiTuw8djft82hXaFzFzj2Ow4jAV5weBHERZqn1fUQ79UWLvwIMaGm+WXmkRHLWPuVcIc6ngCejnDyG2hq4eCS/gDHh8bRENcNNH+Pscq/HTduWD/4YWFO+PuL96Sbm4aCgkrWrLnByJGbCQv7igsXHqydbtAgEBeXc5SXl1BcLPHNN3eYM+cykyad4syZXCZPfgQ7OzvWr19ptd7gwSGMGBH2h6MlDg5KXn01kMaNxQMWHGyHr6/1iEDXro4olXD6dEltGfi9e3/jm29eNP2mlnz77ce8/vrzSJKEm5sr4EZ+vg5/f3tSUkopK9OjUilo1SoSo9HI7Nkv89FH79C1a0fKyoyMHLmfgwezGD06jM6d/SgvP0u3btmsWvUhP/30M9t+WUWI+hJlmXtYsGAuGzduAuCXdb+QkGCW7ZaWiuffzk5i9OihdOzYlubNo2nceAR6vQwkERLiiaOjA1qthm7dOtK37xDy8nJJTs7k/Plr2NkV/u45+0/Efz3IjoiI4MqV6wwc2J+PPlpIq1axODk54ebmyrx5M/D19SEiIpLhw4fh6JiL0dicTZvKycurz6x1bQ+HL8CK3+rv59+Jmc9DUAPRgH3504OXe/ZZkahTVCxAdGGh9XwPD+HG8fbbQl6yd68ApD17CoCelPT3Hrcsy1y+XMELLyQRGXmc1auzSEwsZM2aRnzwQSiSJPHNNzm0a3eLsjKZMWNceeMNb27d0rNkiQBVCxdqaNDAfBvq9fD6m+LvN142V35cvhqSboPKGQqLhF7M1wdatzIfT8ZdaBgKbUxJktdTBBtY42ueazpfXm62f4+zE0SGg52m/rzYEMEM7rXRadlzVTglxPiCs71gxaJMiZaJNkB2CxORcMGiwYrzBmc13LahTWzqBEdKYZcJlPspFTRRSpQDCdUCOXZWqMjVKdhfx8u4JjqaflOCjSz+VpIaLZAnG8k1GomV1EgouS0bSbWoFGmHgg6ylkBZxXFjFdXIpGD9nBymkqUUo0ZinNGJpnotOwzmnQ5SiAZpj0m60kNpRyeDlvIiBzLrZicCYbKaU9UyeyxcQAZoFEhlStZZMNB93MFXDcXV1iM4HmoItxdJool1zm2MFlrbQbBBJOXVhIudqLZZbYSLdcB0aw/w0sBtGy4LrUwdLVva+rY5kPAjHLQBdgf4QWCGtZWWUgEdgXM7RJljgNahkHMJflkPeab9q1UwMBrIFJVO60aICxw/IkbK6kaXZnDmJFbexR1D4MJROF5n+Sh3OLTVuqBF3dCWwdGdIiHZVoSGCGY2Px/yLM6rWgl+pkRkRabMb4Pgy37goIauXR3o3duOuDhqGT7LGDECPv9c4tgxJfPnK+jTR6JFC4nQUGjeHLp0EQmOc+eK/JVbt+D8eVGoY8kSeOIJaNOmfmn0P4pmzexwcJC4dctISsq/XyDm92JMD/G99kB9e9F/NfrFw5H78ONpKP0dRzgPZ9hrMSz/iw2g7+8FCT+Y//9uW/1lvD1h7FCI6wpLt0KIPxxbBg4mvdm20/XXAcjMgVMXIed/QEtrK55/vg3Tp8exZs1wsrNfZP/+oRw//hCyPIv8/OmkpDzLs8+2okkTDxwdHWnTZgMrV9pueL29/WjY0IPPPmvKkCENiIlxxtdXw9mz93noocPo9TIvvzyFuXPnU1Bg46ViCqPRaCVT+Svh7KwiPt6ZVq3suXBBvFRWrFjB668PJTq6gBs3rpKdbd1ohIQ4cf36CD77rD1bt6ah0Sh4/PFGXL6ciCRJFBaK7RQV6Xj00cMkJOQRHOzIzJnN2LJFWIJERTkTGhrEyJGDOb79Iqk7NpJy9Gfu3EkhL/MqLvpP6NYumX79BvHNN0uorq7m8OEkAgIyadz4Gjt27GPWrBf54IN5uLv3pn17iVdeiaasrIL4+Di++moJ8fHxTJgwmnfffQOVytN0zv+Z5FnL+K8H2ZMnP8etW3d47LGnmD9/Af379yQiIpTFi9/i/fc/Y8iQAQD4+flx6tRpfHzE03z6dP1krH7xgrE5fx2u/kGxgr8STo7w2Vxo0xq+2SQkKbZCkoSTSEiIaCwmTLR+6R44AI9NElrDpCR4+mkhEdm/X4DzyEjo1x+GDRfFbZYvF41maio2S+bWRFWVTEaGzNmzRrZvN/D550WMHp2Br+9NmjW7Q0JCOTqdzLhxfly71oGRI73ZvLmYJk0SeeopM0Xxww9BVFbCmDF5+Pvb07WrKxMmWPesFy6E3AwY2BdeMOWnGgzww2rx99THYcN2CGwIU56yrqi4cQskJ0LbWPF/aqbwzYw0MSb5xRDkB5F1hkDNJxhuZEKejSFxnRGO3oRwb4gLh3Af0QB1joSvJkBMAOQoYf99SC2GdsHQpTHcs1EkppkHtAmBTK2ZXW3vByUesLm8vsynq0mveLSYWpeMUUo7WldpOFokTkCcWglIHKtbNtIUXVTgXQSHsuqzHxpJopvOmbRSDcf0BpSSRGeVijBJwSlTRUEnJyecnJzopHchscKe36qNpKGn7s8LQUVHBKJviZbzRiM7jOaX9EBJQ1iVPRtKha+3VpJQlTlytkzNHhvOFL1M2ah7LbJRO9lL6GWJc5UiORAg2lEUB9qcbU4Srd2GG3R3gtt1rqudAgpTRccpo86+e/tAF1dIqUNENTZAbgIkXK5/rNEO0MYAFTZAZguT+9jFtPrzWvpDRgYk3LSe3s40InNGFIpDpRJMM8BFi2VDvEUuRWIdZy8nJydio8QQjK3jbW7a/pWbZr1vs5ppdXBBTJRp+u+MjNXctw9yYJIkGNQfRg43ayRrYl5TPawupcWpYvrGWD8Azs5VHD6cTVKSbTRoZyfRsaOCmTOV7NqlYvlyBbdvCynIoUPinfLmm8IGNDy8fhXWfyVUKok35vjhFhjEp8v+vqS8mufMMjpEw4h+4BwNWx4wkvBXI8wbOjaEch1sOvcHx2QPM0wlJ/Ie0E5oNPD9TPH3x2uEM0ndeOVFOJkFH2+C1CwxQrL0dfN8Wwx4Q9O7++Yfu9b9I9GqlT8ffNCLMWOa4uPjaHW9JEkiLMyN6dPbcu3aEzz6aDQGg8ykSQfYvt12z7Oysgq1WmL69MY4O+9n0iQDgwYF0KSJC/v3ZzFgQC/i4+Po168vRUUF9dZv3XouSuW7dOu2gg4dlvPEE1sZP34zzz23k3nzjjB37mGWLj3HmjWJbN9+m+vXC+p5fsfGVnLmTCIJCcJS78yZ83To0AZ3d/EcXrpUH5BkZ1fw0kunuHixgCefjCQt7RApKWksWDCXLVt2kpVVzMiR+8nJqaBJE1e2bu2Fj489SUnFhIQ4MnZsGCqViv79nyAnxxEnJxUbN77Kk09OI+WWnqqKEma+MYQtW1ayZMlSnJ1deOON9WRmZnL69K+sWfMV8fFxbNpUzY0bhdy9e5dnnommR4/OREY2RKvVsmjRJxQUFPLcczMoKkolJqYSP79/Xtv/Xw+ya+LRR8fSvHk0Tz75KH37dmfdui3069eLd98VRti9eg0kJ+c+L7zQkYYNqzlypP4NrdXAS+OhRSQs++XvPb5hfcHVHS7fhAXfPng5e3tYv04wvAWlMGeemG40wtRnBJPdvIWQiSxbJnTMq1bBgIHC2q6wEDZvhoWLYNLj8NLLEBoGTs7g4AjRzSAsCvxCwc0ftO7QuHEVQUGVtGlTxcCBOtasKWPduhJycgz4+6vo29ePM2fasWpVDLm5MkFBiQwfnsqNG+Y37XffBaDVSjz+eD5nz1Zz65Y9H3zgbzXkdeoUvPUWpKfCtKfMSQo//gQpVwUT0r8XrFwv7Ma6djGfl9R0SMsQSY/RJqBw7powqY82uRdk50F61oMb2ZrM+SobDYSPiQ1v6AUnZ8ML/SBfhpgweKqbmNfMxF5fug8hvnBYB4cL62/LUwM5CsiohhumRquxE3jYiQI2dWsNBGhghDsESnDO9L5rKqk4U6hid4k4f23VCrwk0BgV5NtghNs4SOToJE6XUc/ODiBaIUD6ERNI71DuyLXbruzMEyDXy8sLLy8vupjkHYeM1XjKCiJREy2r8Tcqaa6356jsRxyCre4u2aEGEuRqCkyMeJhChd6gpFCWOG1ip/uYrvMuG41se5WSONmOvFI7CkzZ9E4KaGsPje3gvAlQKxTQ0ln8faEOmHbUwYE7cKOw/vYDTfuuC7JdDHD4KiTWcXUIcRPfmTY6wr4aSDgDZ6/XnxcbCC0CzYytZTQLExrYvGKhha6dHg7RoWI0pibaNhE2dTkWr6eIYCF1qquX9vLyollTL5qEihGWuuHsJPITencw68+DG4jnpa7frI+XKOoU/oAO6v37sHsnNI+B/v1sLwPw84+wbhUEBpqnVVQYWT63DK7q6NVTXevIUV0t8+ab1Wza5MK4cQHExf25Utf/VAweqKG4ROLzr+GijU7MvxI1z5llKBTQpT0k5sDb2/8+NntKT+jaC77O+v3y8wBvPSL8kpMy4eIDcpIm9BcSEHs3+GJP/fkxYTC2hwDgs5eb1+kQI965a/bWX6dLZ2j3EHxaBC9s/Su/7p8JW9cLBOCePbsNM2a0RJYlPv+8gsTE+sOIr78+nfHjpzJx4nMsWvQ5I0ZMIjzcjjNn8li5MgVJkli06E2iohrRo0c37t0z63tkWebcOXjiiZbcvJnPqVOZJCcXsnHjdb744iy//nqDt98+wmefneOHH67y4YcXeOihnfzyizVDKEky7u5qJAmKigpITU0nOjqSBg00ODuryM+3lvLduVPC2LEHycgop21bL6ZNa8ysWfNZtWoFL7/8Bl5eAfTosYGEhDzKyw2sWdON4GAnNm1K5dChLNzc7IiJcSclpYQpU47TqJELb7/dErVawauvniEiwpmRI0Px9NTStGljDh/ewvPP/4iTkxv+/ioSEj4lPj6OtWtvs2rVLVQqie++64SLix1ffLGAhIQLPP/8y0iSxJEjJ3F0dMTRsQ1Xrujw8fl/TPZ/JPR6PdevJ9G0aWMkSeLcuUtcuZLIu+8urrWaUSqVODu70rSpPcnJnixenMCXX35slXQAMKIXXLgB322C+79TrvdfiQUvi+9la83lwG1FeDhs3AwnzsF7H8IPK8WLeMtmMfSZmgpPPwuTnxG2d+PGQVCwsLa7dh3adxRsdv8Bgt0ODBRMREUFVOvgTipk34eiIpFY5Okl4e8PzZtL9OmjoE8fF5Yu9eP69XAyMxsya5YvDg52fPLJXQYPTuLevfq64H79XJg69S6HDlXh5CSxdasXXl5mBqiwUFgLGgyCde9tMsovLYVZb0JFOQzuC6fOCblIYAPo2tG8/UnTxHd5hRlEXzWxfVEm9q8GmHjXARA1Ya8Vw5rYIKbCfKBdpPDzBYgwvVdvWYzixQeKkum3iyHWtI/L9ftqALQ2gfYa0CxJ0NUDWjjDucL6y7srRKLkEdO8bia8cbxMHJNWkmhY7MDpe1pOlddnq33UEK4BVyVcswFm49UqXIF7psTIziZd/tE6zFWUpKSJpCRUUpBrlDmMP/slfxRVDpzQSVywkJc4SwpGKrQ4A4csOO8+ahV2wCkTyO6hhVbAFRvAVSNJ6KtVpBkUJFhIYVo5QKIRTlt0SNq4Qkd3uF/n9vM1AcxsG0RoEzvBcuvqdmxM1+duXeDqAOHu4G1DI+ppuiZ5NpIsPZ0Es7ppf31Ao7UDPw1kZ1jnCwR5wdXrcDDBYlklHDkNdyy0tG6uoJPhVv26M9ip4PotuPSAAixJt2D7AeFoAsKB5+pNIbWyjMy7QmZhSwoiy8JONDdXHEtoqO191Y38fD3z5xcSEpLBrVvltGun5LXXtFRViUqvHTrILFigR5ZdiY0NICbmL2o6/sPRPBaefRLsHeGtHx5cUOXviKc7C5vQi5mw+gHX8q/G8FZwpRKOZMGB39Fmg7hHnx0CXbvB4qO2l1EqYdlsuCHBzM0iIbxuzJsEvTrBjkzYbmLlnxkBzaJg9fn6BIfsDafdoEQFS09C6X/wHP8n4r334nj88b7s2CHz8MOZtS45NTFhwpPcu3cPvd5AgwZ+dO3akf37P0WhgO3bs7h9uwqFQsHHH8+je/d4nn76cVJTBa0vSRKy/BZffNGf5ORnuHr1aebMiWfZsn706FHC9esrsbM7RlnZcbTaLKqrS7l2rZD33z9vdQweHgrat3cmIMCOY8cO4uvrjVqtJjU1n9LSQjw9zTAxNbWUwYP3otfLdOvmx/r1PfDycqJdu1YkJJyirEzPhQuRVFTYERzsyNatvQgJcUKvN7J0qWAfnniiMbdvlzJ48B7u3avEy0vD8OHBPProYQ4cyMJolHnvvda1+/z66xt88EEiBoPEihU9UKtVbNqUyrPPnsDFRc1HH7WjTRvRIPv4eLFjx88kJZ0kJyeR5cuXsHv3YQoKRBvr62tDC/ofjv8TIFulUrFt228sWfIdK1eu47XX5vLyy89jb8PPpU8fT0CHwdCIr7/eyIABva3mN2sMg7qIxuiT1X/vcbaJgWcfEazyB7+jzQbo1hmWCBKeF16DQ0eFH/TxYzBnNkhq+G45NGoGr80CTy9hnVdSKhIGs/Ngx35Yuxl8g2DKC/DabBj/GHz2EaxdAbs3w8Gd8MXndmzaZM+HHyp58kkJb28V9+9rWbq0gLi4ZJydrxAdncS6dQVkZZWh1VqjnEaN7Hj00XS++ioPZ+cSNm/2pGFDI1WmevFGIzz6KGzdCo88ItxPauLjT0QjHtcOHh4DS1dBmQwvP2MG08UlcNKkIfU2gd/qanDQgo+nGWRnFYCjEwT42D6nKiXkFEOJDdmCuzOcToWrJvVLI2/oFCFGN2oi1AOO5MDRbAhxgj4hEOIFWTbAXRcPoRdOsBhab+EEFwrgiI3OWxcTaK8ZYPFRwUP24FAGZ0ygLt5RIKXjtp386OIG94CTNn5fG4WC3EIn1uVqqTTKtLCHxhoZP62BbINMVVUVVVVVSJJEpELJSaOeE7KFhEMphgGO1rHii5BUFABHLCQj3ZVqdJV2bC4TxxtlJ3GrXOJKpUSmjVGENnZiuQsW86JMWs4bFiSLlwMcr4ZrdRpiNzV08AJ3GyOFOdlw4KLonFmGoxJaeYNvHatHgx5SbsNNG2CzWge+ErSxcX8plUI/Lcu2E2trRlEsPdodTPvOs+h82PJyr9YDknn5mqiqqqK8QpwMWylSsmyWptVYk94wJV/WLSt+wASsWja3sSFEp9jPD1aseHC1xLIy2LvXyKxZBjp10tO9ezmzZxeSk2OkQQOZX3915P59BaGhwtLz7FkFY8eqOXDAjhkz/ucs3H4v5s2GuIdgcwJM+fCPGeE/iprnrG5o1fDRWIgaCS9lihGvfzec1PCiKX/lw+Q/PvYnBsDJXFh1AY7ftr1M5yiY2FFItx75VnxbRkQA9IwTspPHvhOFR8b2BoMnHLgBiyzY6g1XYMhqMBkYoZfhyJ1/4Yf+B+NB16smJEniww8DadhQzaVLVcycXf/l7ujozPr1W0hISGDXrv28+eYL+PvnolD0YNYsqXY7s2e/TOvWzenZsxd5eWYWTqNR4eBgh7NzKefOrWLJkscoLt7JiRNvsmxZP5o1y0Cv38y1ax/g6KjEy8vTav99+gQyfXooixc/xNSpL/Dww8O4caOIU6dysLdXEBcnXmh37pQwaNAeMjLKcXOz48cfu+DiIi7Oyy9PYeHCL+jS5Wuys90IDnZhy5aeBAcLgP3kk8e4fr2QiRMjeOihUBwcVDg4qOjQwZuVK7swb95F9uy5i4eHhp9+6oKLi3jBr1iRzOuvC5Zh9uzmtG7tzdat6UyefAyDQWb06DDGj48wXQsDU6ce58oV0UgqlUq6du3Ili2/4uubgZdXKmr1Pw95/0+AbIBGjZqwceN6Zs6cT6tWLZg27XWr+efOnWTs2IcYN24QCsW3hIYm8Oijszhy5ATl5dbU1LznoVk0LFoFZ//AveOvxhMj4G4OfL1eeMr+XkydDG9Mh+AQGPYoXE8S1c/eeQc2roFRI4RW8/sV8OmP0CoeVq4S9lfNYiEsVDDVZ88Lt5JFn8Bb7wnQ/uY86NMXunWDjvESce1h2LASRo0q5ZlnynnrrQrOnq3izJkKKitlQkPVdOrkxpo1jSksbG6SgojjLCkxsH9/Kb6+Kn78MZAePbTcu3ePe/cEYn33XVFsx90d5s0zV308e1YkLFWUwpdLIOs+rPtNsN0jB4tlDAZ4ZIq5wEVN2d5b6XA6ERyczdUds/KgrOLBpVdrgE6dStuAudhMhgnkhnvBybuw9YbQNQI0NwH8S7mCGazQwOkKuGDjOjZxgvxqM5MN0M50XGcK6y/f1Q1iFXAyTVQBBPCTIFdn9nPu6AAttJD9AJeiZqY+ZYINXaWLUkETtUQ1cFkHKgmC/Ms55VLGeYPe6nq1Uwikd9rCdq+7UklnNaQrrdFqZ0m8LBMtAHl7tQIdEmeqZZM7iqhiCXChvH5L31yhwL9cSaJF9YwIFTRVgtoCbLqZAGhhnetXpocTueJc1Y1y00+wrzOKWFQB59Lqs9L3Tcy2j3P9bd3MhOwc0emrG3oDxATBkHbYNCB2cYQQP2tni5xC8W3pZWxQQpc4CAkwT8svEZKRoDqFGO7du8fJC/ew84FhQ+rv81ACuPrCU+PFKE6VDlbvgT7doV9X83K7j8Mvp2HIaBg2sP52JEm4AN26BUEWrmLV1XDiLMxbDN0Gg3s4zHjDyHvvGTl2TCY5Wcu4cY7s2eNLQoI/AQEqGjYULhTNmgnp27ffquja9Z8vRPJnw9UVPnwe7DXw40746Nd/b3uWz1ndGBkDAQ7iPp506d8H9ADPxcLwrrAvsJxYOZkfeHCGYagHvNpd/P3GQZEYbCs+HQftGoE+BiadML+vauK1/tAjCnJL4aUdIt/l88fEvHc3w/l0KKmCsWut3X0A1v9NmvS/K37vetWEs7OStWsD6Njdm+W/ebF5Z/1l7O3t8fcPQKPRMHLkIxw8uBgIZMcOTw4cMJ/AadOeQqvV8tBDw4mLa82pU0e5du0ic+a8SrNmLTl//jwvvzyVFSu+5LvvVrNu3RbatWvJd999wrZtqygra8zhw/fZtWtL7TYDAsp49tnBdOrUngsX9jN16hSmTDlO+/beTJzYCBcXNamppTz22BEkSaJtWy/Wr+9RC7ABWrZsQ3Fxdy5dKsDZuZoVK7oTEuJMdbWBJ588xqZNaWg0KsaPb4iDgwo/P3u2bevNypVdmDLlBD/9lEy3bn5s3tyTmBjREH799Q1eeukUbdp4smhRG558MpJNm1J54YWTREQ4M316NLNmNUeSJKqqDDz66GHWrLnNE08ctdKdazRasrO9yMv7HzDJ5sH2lP+VERfXidu3U8jOvserr77A/PmLcHAQY7zvvPMO3t6e9O3bjcBANcuWlbF3bzYhIUFcuXKRdu3ia7fTIhK6t4FLyTDhLTi7wprR/HeiZZTo6Z++Cqt2wrOjf3/5d+dAYjJcuwEDH4ZTe8DLExo3gl9WQsJZ+PlX+PgbWL1BfLp2gHat4eulEBsFSTeFM0e3LkImcj8XnB3AzeSUUfMyDwywA2S8vRV4e0tERdkxb54nLVrY4+Zmbgirq40EBUFQkIG0NJnKyiqGDfNmyZIGBAZaV3r55RfBfgUHw9dfQ5iJQauqEppxgwEenwStWsGCpRAeLLyugxqI5ea8D9t2m7d3M0Ww9ddMiTJNI8zzKquEdtXfuiNfG0oTwKnLvgAEeUCLMCjRifOhVgp99vX7cCMHWgYIB4ZuQVAtC7eKVm5wJF/IP/rVYTdbm5jDHJ0AYCqlkDu0cBWAzyCbjwcgxEEAv+xKIato5iYSIr+4C+dNQDDOXjDhKUpYFmSWANREKwfwV0PxAxrnjlpwVMjc0ku0BZorlRzRG7hoMNLEYrm2ShVtjQr0SjPCbaFUcUFZwl2UyHggmbjTFpKKULWBs5KOItxxRYGXUqKpChSSzHWjnlilmnZuei5qDVxWKBlY57UUpJS4p4PbFmSml0Hc8/YugEnf66CAeGfxGy2j0HQ93WwUGTJooUdjszykJrJNQNm7jgw4ORfiIkRxlbpx0pQsGGXDvvZSCpxPEvdm3WJHJeVwOU84ivhbyDv3WSSkXU2B6HA4nwqHk+FFC5B/6R7cMoBPcP39HkgAncH8vNSELMOcpZBTCv6meW8tg2tpUGWEDibXnoRrMHI6GIAm0dAwggeGnQZOXBag/PA5YYPYOgCO7BPzJQkimyrw8oVTZyU8POD6bW+WLofFqwRLr1ZDbE/wchZ+3QfPi2ktW0J4ELRvbl1B8H9DtGgEy9+Aj3fAnNOg9IIXu/7xen81FBIsbw7NjkCORmZ2Psz3/H0btz8KNw0MbmDgtONdShV6Fso5DJRc8HkANJjRA5Jl2GyEFy7DUhsjGy728PXT0HkXXL4D3lr4tK25A6lQwIrJMGUnrEmB4l9h40iYPggOFsDDv8LxJ2FqO/j6DFRadKRXnodvR/45m8X/TdGqlT0jH7bn5bfh8elwqTkEPKA6IUDDhipeeMHARx/B55/b06ZNFc7O4sX9zTcfcfnyNS5cuELPnn3x8vKgbduWHDy4keDgQGRZ5vnn36C0tJyxYx/m55/X8v33q/niC2EF6OXlxWOPPcqQIRvw8vJm5cq1PP74WKZNe4qSkmpGjTrAhQv5BAQ4sHZtd1JTS2sZ7D59GvDNN52sAHZRkY6RIw9QWtqAbt28+fTTuFoG+6mnjpGdXYmzs5pff+1RK+sAMeIVGfkrer2Mh4eGd95pZQWwaxjs0aPDagF2DYP91FONmTGjWS3Afv31hFom/LvvOtUWHARq875kWeaXX1ZgZ2ejIfgPxv8pkK3T6Vi1ajnvvLOA4OBApkx5gkGDBrF69c8cOXKSs2f34ObmSu/e1Zw9e5idO9Np06YTFy6ctQLZAO89CzuOg4MbvPI9fD717zvON56C4W/Auytg8jDbFQhrQqGAlcugyyCoLBXayA3rBRsEwrGkTWt4/mn4frX4KJSw+HPxsbeH0cOF1KRzV2jX3Mz81o8HJx7l5OjYtSuPHTvy2LkzD2dnB9LSdAQF2TF7dhCTJvnUG6q5fBkmTBCA+uOPRSGImnjnPXDzgNhYodUuKoYFy8T3Tya/8IQL8P6n1sdhMMDx05B5X7iMtG5qsb9UoV19kFykZijeRj0XXB3gTiEUVghg4uMMfSLB20VUdmwZICrw5ejhagFcK4AObnDCBW7aYDa97CASuJElCpQ0dhbWcLkI5julHBrVuQ5dvGFNGpwpECA73gX8tLCrWIByfzsIUENmNSRVQpM6HfcW9nBPA5uq64N4gAg7me8qjJytlngYJS2USuIUKorqsEkxChXXNUXcQcKIGwokQlHhgoL7GMjCgL/p1aKRFPih5B4GLqOjU01SpPd9dkrF3CKAWNzw10jkVMIdG8VyAlUyIFFsEN8ANbdStcXiBQY4VgLN65y3NDW0DYeYOvlJZdWw3+Qe0rDO6MaZUmgaKZxkLGNbEpy6D091t55uNMKGi+ATBKO61fsJHDYlxnWMtjHvquhotWkIjhaSj5UWjNfrX8KWRaJYEkCbxhbHZCom06WZ9XaLKuBOrnhHjO1rPW/FIbicLKqcvjwe1p2Gn7abANA8cLSH7ZfhyW+E5GpgZ3h/Wv1j1xvg0BX45Sj8egKiPeGQRR0BrZtwBOrVFbp1Ag93BR98Arv2i9wKgCoZrtZxKLM3WJdfd9sPhSXCYaVVFEx8CHrFQeMHOQX9wzG6B+Rq4OQGeGkzFFfC7N5/j5OJZQRoYUt7me45cLYI3JUyr7j9e4jzkls2Kkkg2UpJZrExl8UK29VfHDXwUgfh2b0sFWJcZJ4Nq7//5h6wuTv02wtb8mXIgY+8QWUCPA3c4f1ecHwlbL8FE3fAZ8Ngzw+QlAej1sLOR+GtnvDTefjiBCTngw4YsRI2Pvpv/eT/kZg2GXYdhN2H4Y1l8N0cc5tjK557DpYuPcL+/f157LFcFixIoaKinJCQIKKiGjF69FDmz59pBSKPHTvFkiXfkZqawfHjx3F39+LRRyfz2mvTeO+9t4iJGcP9+9Xs27eRQ4eOcPt2Gu+88xpDh/anpKSa1147w5kzuQQEOLB1ay8KCqp46aVTtUmO9QF2FSNHHqi16bME2ILBTsfZWcXGjT1p3doLWZa5dq2QDRvu8Mkn12oJvE2behIbawbYNVZ/NQz2xo2pfPXVdQwGmenTo60AttBy36NzZ1/ee691LVCvCTs7mQ4dqkhOzubLL7dQ9ntWav+B+D8BsisqKvjkk4UsXfotgYH+bNu2ioAAf4YPn0hycgpjxgzjk0/mmYzWwdFRzcSJEZw8mcuVK+GcOJHEU09Zb9NBCxs+gLavQsIOiA2Dp38nq/6vRI82ENZAMOWrdsPjg35/eUdH2LIKOneCbQmimtk331j39kOD4Z0Z8OYrAoR6+ELiNbiWCHfuwY8mLZxCAb27gKMzNPCGAF/wcQWNXkhPKitF45d7v4D0dD137oiPi8tdrl83o8mBA53o0MGNxx/3RaOp39JcuQZLlwmAPXUqTLNowI+dgAUmfePhPaKs6rwlwj2ha3uIaymW8/MRsp1LdYpfnDkPV7PhTCI8M05Mq9aLpDJJIX6XrVApwdcdnLS254d5iaHMWzkCZLs4wpFM6HwfagYcYj0EyL6cD2394XQ+5D1AshfhBDdK4FKhANkAzZwhowouldYH2V0bwLoSOFgKTwANNKBRQpYeEsshxhEGuAuAfbWiPsh2VUGQCtL1kFINjep03sJMb4MUE3MUKik5Um6kWi1hefs7o8AXJdkYyERPEGokJHpjz1V0JKGrBdkAMajJRE86OjCB7HCTjOQOQsMRbBoIKbTBsjupAEeZLIu3lV4W8pooi3NUI5OpU2+BI+WQYoTwOhKPo/dlDLJES09wtFinvBoOZYqE0lYWbFNOCRxIBpUChsVYb2v7BbiaAYEe0DHSep7BCN8lik7smDrgHGBdonANGdzGPO1mOiRa6F5/Ow6fbAHHMBgYDIHe5v1mmDoKlsAb4McTcFMtEqAjLNw8Tt+GKevAoQV8/RDsSITx34NrI/jqGWjfDN77DWZvFs/gM6Pho4etAaPeCMsvCLZ9jXnkmTIPmDYWurSCTi3Bx6P+731uCowbLVj9khKoqILSaiivEh3Y3FKoKhGe+QoJqqsgtwQuXoML1+H0ZbhdAM8uhq6tYPJQGNXr98mIfyKeiRfFhZ78BX4rg8SLsCwGXP9mOXm8s8S3yEzMgVfzZdyc8nhC5cldivDFBdVfUIHupISNkrWebZ1UyHiDO82Vtodn27nDt81h4nmZzd7ZOKLlMdzqLdfdDzZ2l3lGD0tKIdkAP/vKuJqG2KK9Yc9YeHgznNDD4CPw7UMw+Ce4Uw7jD8GPXeHFeJjWETotg+PpsClR6LUfiqm3y//VoVDAj5/ChPdhxRFw+QI+t9FxrYmwsCB27uxA796V7N/vRbv2HxIdtZ/MzHt07NiWjh3b8uyzj9cuv3btJt5771MmT57Apk1votWaG7I5c97BxcUNZ+eelJRoyM1VM27cQ7XzaxjsU6dy6NOnAQsWtEGhkBg0aA+5uZWMGBHCxx/H2WSwlUqpNsmxBmC/+eY5Nm1Kq2WwW7f24vvvk1i27AY3b1rfb6+/HmMFsGsY7C++aM+4cRFs3JjKk08eQ5Zl3n67BS+80NQKYNcw2LYANoCLi4pz5+5QVWVk1arvcHBQ4uHRuN5y/6n4PwGyFy6cy44de/jhh09p3VqMbx08eIz3359N27Ytba4zZkwI27ZlcP16NRs3OvHZZ9U4O1u/LWPCRKM08RN4/mtoHAzdm9rc3F8KSYJXxsIb38CmS8LmSPUHssSABkJ60aWLyMxv3AJee67+cioVNIuBHecEC/XQeGjTBGKbCreSC4lQbYBfLSyYInzgVp0iBEH+ZaSnm8fxWrd2JShITf/+nvTv70VkpMMDK1ItXwXzF4kG/JVX4f33zB2C69ehU0/x94xXoFNHSM+EtZugTSzMsfhNgQ1g/2ZoPRFcJejcBDIyYWBvWPu2WCamofjOzIUmIWJI/kHsgVoF2QWQ+wAtfFyYYFNS8qBDOESbGPFrFl7KHf0gtQJul8OjzsKL+VaZKJLiUqexjXWFq8WQZiFjjncXiZ0ZNvTDLVwF62eZLBnnBOUGuGwC2Q008E0BtK+Ah+pvgo5aSNPDHRsgO1gF7TQyNcqfIBPVnW6DXe6MmvtAFjqCTJlJWhRcp5pb6LEcLW9OFfvI4Da+gNBlBKOiCXZgqhzppdHj7Z9NiWQH1GHRJPGxhA73qoXe3c2iI3HPzkA3X4lmzqYVgNRqAylVSpwUEFun0/KLVk/DrjBJq8Ry6xtNTgvt/MDfYvBm0VVoGSNGKDwstlWph8/PConDS/2Fo4dlrEiAK3kQ5Abd6wyvn0yHH5PBzhE29zdPf+kr6sU730FRKIQ3Es+L0QhPWYzkWN7XV+7C5stiuWd7mqcn34dBS6BCB+M6gc4RHvla6GYn94bxA2DSPjhlKg7y7jB4o781wN56A2bsF/e9ElF6e1gcjI6H2NDfH8o3ypBaBhdy4XoOJN4X0pyLl6HAgmBq5QTnLJzGerWA6wZo2QM8HKCyDMouwKFzohLs3A0wZSBMGWA9GvBPx+NxEOAB4+7A6XtwshBWtpCJd/979Q0TnCVKjDIJ2nS+UN3jEsnkcY0m+PE6fbD7k017AjaypCUYqrzNbsJojG2gPT4I1F4VvGJfyhxKSaaat/FCVSfFdkCAxE8VMiOyYUcFPFZSwlxXNc0QD25LP/h1DAw4CKfyYOgJWDAUFlyGdalwbxds7gUeGjg2Fd4/CDN3wyPrxChy/8B6h/a/Ony9Ye5kOPgSfLEZYsJhyuAHL9+lSzCrV1cz98Nybuk+ZP5iLS0jUjhy5CCzZr1Fs2ZNUSgkIiMb4ubmitFoZMKEx60Adk1oNHb07BnMb9uLOHRUFGsCAbAnTjzMqVM5BAQ4sGBBGyRJqpWItG3r9QCAvZ+EhDxCQqwBdo0Gu1s3P2bNak6bNoLBnjv3AsXF1lrMZs3cmTFDHMiKFcnMnHkWEAz2uHERbNuWzpNPConIK6/E1AHYhygrM+DhoanVchuNcq0FaE1IkoSfnz2pqWVkZVUQFvbPWoH+14Ps8vJSli37nl9/XU5ERAh37qRRUFDE5MkvoVAomDp1EtOmPYmizrieJEl8/HEcXbuep6jIgcGDD7J9e3ccHKxP2YQecD0D9qXC8GVw5DXhifvvxsO9YOEB2HoFfjgET/b443XatIEff4RvNsLrn0JBJbw3vX6jV1gCvdrD1kOwYR+cTQJnDxg/GlZ3Fi4AN1NFAmZmNigMkB4kdOdarZCYhAS54eoKoaEqQkNVBAQoUake3JAYDIKh7j1MFL4I9FMyaoSB998VwN9ggG+Xw7MWPfu5swUQn/wKXE2EEQOgp7Vqh7X7ITUf+raDz98X06qqwTMAOrpClEnjnZotfGY7/k4nqAYc2XJ/AGHDVlIFN0yJ3dE+EB8iWLiaCHWBE/ngpBGShj2dIMIRnG08aVEeomDOKQtw4WcPh8ogyMaIVqyz0B0rJCjVC4a3hRP8UgCnymEsEGMCnVdsOIiAgLgnSiHZCXrXAZ0eSkhAR4lRAlT4K2W6OulwUxqhnkOKjvMUkYNZzBxiep2k1SlRE2hir7MwU/q+yOSTQSaeQAPsJAGLbeScUiWDn1LGz0Lfcsv0+yJMv1eWZbYbZLLVMl86mnukh9R5tGyTw9DKAFSSW+30XIPM6iojlc7Qx8e8vEGGRQZQ94RXLFjYpCL47LpI0vrMwjoS4IUDsKsEOnWDqdZmRORWwTKT8838AWBv0bGpNsDz28Xf0zuCv4lpN8pCi1w3igrALgKe6Sz+f/ZLyMwQf2vtzNp+vRFePg9NAqCRBzQzvY+yymDAdogMhpYyxDWDx/dBs2AY3hye6QV9tsKRe8IPe9MIGGLRKUivgKmXIO+GANhhbjC/B4yJrq//rwmjDOfyYedtOJYFJ7IgQgPnLBPGZbCrEsfu5wJ+rhBqJ85VeZXoEBhl8fdZE/Du1QLu7YA1u2H3JdhwGl75Fhb8AnMmwuM9xDOYphO2la7/YO5k30Zwwh/GXYCzxfBGeQXRDgZmqh0IUvx9B/Ksq8QenEhCQSq3cQKuk8UyjvAc3VDY9JSxjlfxph0OpKAjBR1X5CquSeJhH8od3sePobjU5lhYxhh7B9T48irZrKYAJTd4nBhC6rDaXewlTgfIPJevJ83lLg9hYAIevIQPTiiJdoOEfjDyKFwrgdfyYGg0lF4STk3jLsN70dDKHmZ0hbvFcNURhp6HLw0w+X+JZOjPRvumsOxFWLge5u4GDx8YHffg5R96SM3VHBfe+lLi4ddg/7fhPPJIOLJsZMyYJ6moqOTll6cyZ87LnD9/mUGDBpOQcN4KaDs7uzJgQC88fcrQ+DzL6s0GunW+yYcf3iU9/Qbl5dVERrrw88/dahnswEBH/P0d6iU5FhXpeP31M7USkS1bzAD7mWdO1DLYNQAbBJ5auLANU6eesPptjzwikjxqGOx27bwYNSqUyZOFRGTy5KO0b+9Dx44+zJzZrA6DfQ8PD7tagJ2XV8mYMQd57bVY+vQJsNrPt992wMFBSV5eJRMnHv43r+Bfi/96kP3tt1/SvHk0CoVEt27DKC4uoaysgsWL36VXr34MGzaM/PwC5s2bYbXevn1H8PLyYNWqEHr2vMD5S06Mf9XA9++rast018S88XDjKzidBv0+hRMzIPgByXV/NtRqeHMEjPkM3loPYzuIylt/FKNGQZUdHDgPC76CghJYUkf7FRoAmz+D2xmw9BdIzIBtJ4Xuc8ZSGNMbOrWAUf0h4AHSit/TZ9dEbh4s+w4OH4cjx6x9ZCc+omDyRAMqFezcDa/OFBKSmpgxXejKP/gcdh8CD3f44r36+1hjSqqaaCHVuZQKh7IEyKhJkkoxJYCH/U6yidYOmgaDl6vt+Y19BJjIKDT97ykcRmQEm6lVQbSbmHfFtEwXr/rbqYlI0ym8aQGoI0zvxVs2bP80CggJhGs6uFUNzVXQ1B6QINEEOqPsZTq5y9jZydgy/PYz3QfZNjoS9qZ2tMbgw06SuOUiqrEYc5RWjbaLadslFrA4nEriuIcLFYD5AfBBTQh2WGJ6jYk5rqxdX8YHBe42hrpzFHpKvYtwUqjA1IBnu5bSO1RJB1c7QMllvZFsI/gpoImqZosya8ml0k5HfB3WfkV1ITIODNQoiFSZ9/lTEVyqgmANDDYR6gZZZs41GZ1RweONoIOFpv/b6/DNZeFfvaSnNYiuNMCwo3DKE55vAo+0sj6GV2/C/SDo5wQzLQorfZwKFaOgZSo8EQuujjDvFtzVwNvRQqq0dCss22yxLx1cvQPNIwTjvicP2njDYlOHoLAK+m6Gm8Xg7AsPN4Knd4t79+GeMKYVTDokAHaAI/w60OyWY5Thm1R49RqU6KGxF3zcGKa2EXkItuK2Dpbnw/ICCCmCIxZJnGUaGBYFTXwgyhuaeEOIq0gyVShExzqjDJIKIbUE0kpAbYTAZqArg9Ii8HWDi7kwsh88ORy2n4F3VsPpJFiRBO+chac6wycu4KKELRHQ7h+02W7sBMc7wod3ZL50r+C8QeYXQxVPqDS8pFbiLzlgxEAyG/EiFg8i/3ijNqI3nnhi5AOuAOJ6nuI2atRMpdMfrq9BQR8sdFQSXKWCOWRzjkpe5B6Xuc9j+BNk450/AmeCULGdRC6QwXQyGUwko4nGHjMwC1dLrPdVsgQ3viePH8nnOmUMw4VheOGtVbCnO3yaDq+nwbc50DAUuhoMHHFUEncbZnrBLG/4dDC8chUOpMCTF+FymcyiKOGp//+XmNRfjMbNWg/jlgoJ2oi2D15+ztMS6Vnw7a8wdzN86A3jx09m5MjxbNiwmvnzF+Lt7cGKFevo1q2TzTLrr732OoMGjULtPIEbyU489XQuxUXZlJWV4OysYuvWXrUAOyOjHH9/e9atqw+waxjsAQMCef/91lYMdnJyMT4+Wlat6mqV5FhVZWDHDmszdkmCIUOCrSQio0aFMXlyY+bPv8hHH13BaIQOHbx5443YWoA9c+bZWomIJcAeOnQfV68WMm/eRXr29LdKfmzTxpPz5/MYNepAPTb9Px3/9SD73Lnz6HQ6Bg16hLlzZzNlyrTaAjTFxYUUFhbTrZs1Pbpv3xEeeWQK3bt34sMP52Jv/wltBl9h4wENSeNhx1fWdllKBayaDH0/EUkbj2yHtcOggQ2br78SI9vBwJaQVwkf7IK3h/259cYPFQlN46bDiWzoNwd+eQM863QOwgJh0cuiAtfOk7ByF2w5Cnfz4bnPxCcuCka1gbYNoVVLcPqTIy2yDC/PgBVrbfyuoTBnhngAt++EgSPqLzNoAHy2VIDvzp3h5eeFBtsyTlyBE1dhQHsYatGefLNXfIdYANyCSmgVCVG/w3q4OsK1+1CnwFVtRPuDUg1nTO8KjQoaesCNPLiRC839INRJsNvpOuFq4fY7esxGDgJoe2jF+ZIkCNNCvJtt5hsgVAOJOkjVQXN7iLSXCdKAWiUDCkLs4KjSiMYg2N26kh1/jZF4Jxk7NdQF4UpkOtnL+JneTZKJv5IBH39/1BYgO4QKelCFC+XUAGpHoJBiCrHuDboDRm6RhyOYfErskIjFiSATy12FDgM5aHECrC90siyAeIRkwVC7FHDHRU8sDQAlp1XpDPAto4shEEkSvaRLZFGBHh/UdMXcc8qgjB3aM/T1dWCu3K52eh46tku5eCn9ed9HQms6D3MrqtjYWMdDzvYsiDBf0A1FMLUKejaBccHQwuKwjbLME2fgWK5EoAPM6GgtufgqHT5NE243qwYI1hXgXDG8cROMDWDuABjsA4uTIKlMJL090Qru5sJzS6gXJxOhOqCady+pAIl5Xf2JML2n9qfD5VyIdIfHehlZd1pCRmJhN+gXCx2ToNQD+obCt10g0PSc58tGnisr5+xtR0r0EkP94Mtm0OABkoxLFPFreSVzk31rp2kd4NkYiPeX8fXX08Op/kNRYoAtBbCjEHYUQFQx7LaonBntAFeTLFbIg7X3oFQngHrHIFj7FiTdgbmnIC8b3r8GxEGFHromwapQUTn1nwo7BbwRLjHa6Mb86nLWGaq4QA5PcoG2+NGFPAr4HgklzXiacAbi7/87LMAD4iaptU9mzfdRkjhGEjPpTxR+NpnoB0U09mwghF8o4ntyOMktjpBENxrwCA0Jwbpha4s9UcSwCiO7SGYTieRyheZEEE9L7E3PuAMKXsePwbgyl3sUU8Y7FPAN95iMP0OVnrwaqqSTBzx+A+7ojHh2uEVLnT2nM3x4J1fDLbsCprgp+TDGmRgXiamX4IQDNM+ApV4y3e3/WaD9r1yvmnhjsCiu8/5WeO8QlGhhYqztZSUJls4G+yBYchYuL4Fjr0Cop5YRI8aybdtvpKSk8/nnHzFixDib22jfvgu7d29mwIhleLo+Q7v2sQQHVBEVFUzTps4oFBIzZ56tlYjYYrAffvhgLYNdA7CrqvSMGXOQQ4eycXZWs3Gj0GDXRA3znJ5eSlCQI4891pD33rtE9+7+bNmSxvLlN3F2VjFzZnMCAx3o1Ok3rl4tBOCll5rWs+nbs+cuPXr4M3duy1qA/eqrZ7h6tZBGjVxYt667FcAGOH8+jxkzEigurmbw4CC2bv2XL9tfjv96kD1jxiymTHma3bu306pVe6t5O3ZswcfHk549O9dOy8q6z+TJL7F27QoeffQJli5dzsiRrXnnPQ39n4aryTB0NnzzPrS2aFS1atj8LIzbCjvuQPc1cHCstabzr4ZCAa8PhS4L4EIGTOpkDRx/LwZ0g32rYeA7cCkN2r0Im9+EmND6y9qpYUhn8Skqhe2nBEjflQCnEkGdAq/sFcfTNAq6DwBHL7GMpxs4a0FXCjm5kJMHdzPh8F5IuQM4YFUJw8MdfvwKNBoNRqOwKkQB1HH02LZbJD8CjBoMV29B+o/w/ETzMot/FkPkzRtaF+L4xsRu375vnnYhD85VwbM27NVqwtuEw3KKhd61rjNAEx+RcHf9vpCU2KkEwDJkwLViAbIVEpQqIK1aAKN2bg/en4cdpLvADSOUGAXj5mcHxypMp0SuPwzfWCuTrocCjICSEC1k+pdzH5BlB5wUEm6SSCDMNYJ3XTJbbeCERkesUkVdkF2hkLmoLaUEJeCIjFxr6WzQKHGyYKaMFJHFLWSLoeEaPWZ1nYupNLHTRguD6CqqucV9PEzT7pskJt7UB2BFFBKrUBJruiAZVHMHPS4oiMUOGZldUhYFmgq6mvTcMjIHOEAMdxnM4NoOgozMR1ylGiPdlS60wK722OZxgzTXAiY5lfCwQjCLG3TVLKzUoZLgmUgJb9PhbSmCh1NBL0HHVvC4hYxclmVel4tIDVDgm+3Mts4SDSz6HSflXFbmOQFavm4KnUzALx89C3UFOCq9eMRfYrAPXKWcA1I1GoUL37SScLMDvXM17lEK8q4rrZ6bE8lGvh10jxZ9tfTK8qJfqFlPO6IhrBsAGc5GplUYkWPg88ZK2gQa6JIkHGS6ucDalmZpxTmDnkfKy0iVjUQ3KeNngyNjAiSbmutESviaVI6TD/YQZudNvIOCSR7QyUFmu1TBl3Ip56jmkOxDtCRO5BXK+YlcktJ92HzX/BA3UENnfwhxFh8/O1A2gaIq4fCTXQbJBXDmrpCBJebAOz2gT0vo3QL23YJHkyHLtL1KGR5KEdVFv40Qndl/KiIUSr7XOPOS0Z4j5LFDkjhFFjKnaAbIGLjIl+STRCvN8yhtPAO/Fze5b3O6DMxnB4G405sI4gnB3qKz+XshITEGN3qiZQWV7CKd/dwli7tEUkY7omlGIzSm58cJO56mDT0IYz9XuM4JMshgHyfpTDM60QIXU2e8Kfb8TBi7yOcr7nKLSj4ilT0k0J0Q+rmEc761PavKK/hIoadKW0xYRDHOxfakuuTzFEra4MSLwf4keDoyKh9uVEOPe/CEi553vWT8/uI5/FdDo9H88UIPCEmC+SNFGzrrIjy2XdzT73S2ndegUsHCR+FikbDx7P8lHHwVfO3t+fnnDX9qn61atWfhO+lMekxmxXIPzpyJpGHDaiubvocfDmPhwrY2GWyDQSY83JmNG3vg62vP9u3pPPLIYdO5UNQmOdZE3eTEGuZ57Nhwfv01tZbBbtvWi/ffv2TFMjs4KJkzp0UtwJ48+VjtdiwB9pAh+7h2rZAhQ4JYuLAtfn7WJM/583kMG7YPvd7IpEkNWbiwLT4PcBj7T8R/Pchu0iSGgweP2ZzXp88AnnrqOXJz82qrILm4OKNUKoiMbEqfPt344ovv2bdvOyEBcGwVjJ8D11tD503wYw8Y1dC8PTcHWDEEeq6Bi/fhsd3wfV8x/PqvRufGMKYdrD0N726Bbx7/43VqonUkJHwKw94R9nWPfQ1zRsDQNg9ex9UJxvYUn7IK2HUGzu6Dsly4dBmuXAWvJnBwk3md6EC4etL8v0olNJa+3tCsFew5ap435QlRbGbtQZi/GhxNyoIGWribblpfDT/tBQ8PWPA2SPbwwhsC9PboANGN4dwtMTxup4YXLDL89l02/93Vwi7tTp74Dv0dGY9GDZ2aCk1rbin41GH+HTUQ5SN0wzfzhSbb1RGSyyCx0LxcY0e4WAJJpTLtfsdeS5KEfCNFB1nVAmTbKcBdKezo8vXgVaet8HKv5JZjJWl2WsAee0nCWYISGYpkcJOgv2cxBVI1hZI73ti2XLB1VIWyQGxukgCzBzHrWA5QyTCLhktnknloLIC6E3m04yzNiQZa105XYCAKJ9wtGO4Sk6tIDXAvo4wmqAm3cbyFqtM0VGXTlb6AI54o+Qlf7mNAicQ1ssmhCm80tEUIqRO5QwqZOGJPJ0Jrt3WJU7hQiAd2PGPh/v0r6ZygABdUTFeGogBuk8NeKRk3KZpZ9hp6mDRXx8njp2ojerx51RvmmklbZFlmllzED5ShCYANflqaq82/6RpFzJEuIjU38kVuByaajLirMPIsd7jgVc5DHatYrA6kED3Pk0pmo2rmBTagv70XMjLfaM7Q8eN7BKd2Y0CuJ0cvQcJNmeSOhWRioJWXnlle9a9wg9Acxtx1RwbmuSlo51rMdGMyjRyaEapUsyKUWvb+qJzGSxXOpMrQWqFkla89wTaE1zoqOchmthLCaXQ4oGSM1IAxkQbcJQVXuc7zRmc2mPpX7kikUI2OYhZSwHlT4p23u0THkiD6u0Ffd5nWjtIDdd7lssyZaiO5ZQruVkmk3Ie0HNitA/LEM+XXABwqZdBZbESC/VUQfg0cFTDOHYZ76WjpCL4mh5z/ZMQqVMQSyThC2EsahWy3mp/OXjI4hDuN8CeOUPqg+ROg+DE6cI17OKLBBS3OaEkhhyTuc5EMMigghROkswgfGhNCW4JpiUvdBGMb4YWWl4hlHBH8zC2M3OAGqdwgFQ1q+hJOJAH4E4sKOxrhSUO6cINg9nOSm6SSw3VWsIZAmhBFJ8JpiQo7+uNJXzzYQwEJpHOKMtZwjfUk0l8RQG8nfwbQkM/IYYNUSG+XJDKlDLzw4Bo+vE0hrR3z+N4hin2FgcwvVJDvlEMPChiHO1Pwxut/OcSRJJjeG+w94fm98O4JKHCE95qDi41Dt7eDLVOh31Kobg39z8OBNn/NwWbihFG89eYuUlP78sMPrkyefJtRow7UMtgPAtg1DPasWc15771LbN+eQUmJGRQvWNC6nkTkuedOcvVqoRXABti+PaO2zHqLFh6cOVPHwxM4fXqwFYN99245AQEOrFnTjZgYd3JyKhkxQgDsRo1cbALsixfzGTZsXy2DvXBh23+86uP/7jvwPxzu7l4MGNCbzz//njlzXkapVOLgYM8jj4xkyZKPmTjxMa5evU6XLiKbyd0Vfv0Yph6CH67D6N2woAxebWZmHD3tYe8YmLwH9hdB/G+wpy80+nMEgs1YPFpoq789CAOawfDfAcl1I9ALDi+C2Wvh410w7CN4ZyTMHv7Hhv6O9jCii/jMnwsVFXDhAmTkQ+8MyCsUJZ/dHSA2QJQ0r/l0ioOoKGE4P2cevLtY6Mwdw6HpZMjLEw+Vu7sXm74VFeYmThPl3PV2oFPAhrWQlAbT3hLH88VcAbANBnjmO0iqgsXPgp8JOKflwJiPzcdfbJE47+4gHEFC/kArX6KGixmQll8fZAM0joZNKXCpQIDsKBMLeaPQvEyzQJmDLnDrTxTNaOdqINggU4BEDbPcJbSMPIWBQoUjXnXYZlfTRSu2YIU7a6qpko0UocINDeUOBdykkgrq/wBXdRHDnCqJVtlDHeeAcqmYAcoCYiSx3ucU1M77UJ9D+8JK/LyESN+PNLpTTIAFlVpFBRL6eg4D1ZQjcRoNPkA3AAwU0R47Ik3HUMgt7LlNkzo60ir0pJCDBDQ2gQJ7FPTCfHJvsov+3KQFD6FEQsbIHXbihytxtMC+dh95HGADjlQxj8m4mgB9ChmcZD2daM9QIvFFQz6lfMxuytTlzHfV8ITUEoDT5DOTK+i8jHxi34IXHNxrnyMZmV85zwb8sAN+lDyJtwDYueTzGpeoxEg/yZ8p3o61631EKucoxw8187W+aDHyJqlkUk0M9rxgLzoPm0jiBJk4KFTMDNPQIAwGtIXj/MJ8WuODHd/ggwaJ3FzxjHl5eZFECptUa5jkMQB/fQy9XUt4gRtUKowMCc/gTUVYrW/6Vm7wvXSehvZedKpuzwKNo02961XOcIStlFBIEBk0ZBgTCMIdO4qlElaykSsk4ihFESZ3YarkRB/07JB+4xh5XCMeZxSMwoNxrl64xBZygO1U4IWCPrX7kZFJkwtZUurAEZ2RC3ojeiAyz4HEmtwFdzGKdsQqYdj6mDWSjAKJChnKjPBNHhR4ZnOdLFxQ0hgH2qEkFB1eOOKBI5444oIWxd9YHNkNLSMIZyu59RJ9ZarJ5xr5XOMqPxBES9QYcSQER0JxIhQHAlFZ6KMDcScQax1MKJ70oAl6DJwljXKOkYqSbG6QzQ3y2Y2aNFxpjhvNcaEZjoQgPeB3+uLAi8RSRkPOcZ3TXCWVe5Rwiv0ko0JDA5rRiBZ4E0MTwmhCGKnc5Q5HSURJBolkkEgUAbjigD/x+NCGvnjQB3eu4M9WkjlNJlWk8D3b8MSLgbRhHE05LuVwD3Amj6bkEUAw18jmmpSNj7sTK50jOKl05BIyy8lnLQXMporeNMLjT+QQ/Sth+Yz9O/FMKwh3g4WJ8GUZ7DwHa6OgtQ3Jqau9GDXvdEbUYBh6AXa2EnkhfzYGDrzD2rVnOXSokE2bzuHtrSE+3ofVq7vVA9jPPXeS5OQSgoMd+eijdowceaDe9rp39+exx8y2eJYMdlSUK7/80o3oaHGP1miw/fy0fPRRO1q29KB//z1UVpqfhvbtvQkIcKzHhG/Z0pPoaMFgDxu2DxcXNY0aubBlSy+bDPaIEfuIinLFx8ee777rhFqtoKjoAXrQ/1D8nwbZALNnz+Gxxx4jPn4g06c/w4gRA4mPb8fbby/miy++o3fvgbUabhC+xN91hxgPeP8CLMmFk+fgp+ZmHa2XA3zfDwbuhpM50Ok3OD4IImyAtj8TQR4wqDnsvgxTf4QukeD5F/TeDlr4cAL4uMPMtbBoGzzaGUIfmNRoO+ztoUOHv7ZOlQ7a9IHYs5CYC7M2QFNPaORXyrju8PgwL345DlHTQK0DKRxG9oFFL8HcZbB8M3RqBf06wJRHxDaX7IBTNyHAE54yJTxW6uChDyHPbNXNwatC66zTw9ZLoskNtuHbaxnh3gJkp+RAm9D682O9TCA7F8ZGQpQvBDaHmxajFd5a4febZssqo05UepeSYKymWO1CDcjOdq0gUdajk+ypK+nwVBqJU4GLwrzxSNdDpFOIxBBAg7Y2qbB+VZ1qdS6l6iRcaIxlciJAllRAnvImHoRzEU9OU4UYdJa4ozLyKyU8g7hpyrhFFXdxw5xxWkoFWrQ4Yj10U2ZixJ0spheRThkX8DGBg1QToA/G+gJlkUJz7AFXHGyw3KUUcYOLgEwHhOA+neMUs5umeNIFoS8yIrOX9VRTRWNaEIUQP5ZQxk9swoCOblTQBU+q0PEjRyiknCb485iiORISyWTxJjfRYWQ4DXjB0c0Kxu3kBIekYwwmhD4Mopdk1iRUUcQFXqYf3UkjltdpWptIeprt2HOAeCbwGqH4ouYCG2nEMToxkbmEoEFBIeep4gBaQnmRdjQwAYdb7CGNNUxgC834vNajvLS0VJx/ryqWsw4DRgY53aczV1hCPpU4MBwfZpuYexmZjSSygksAjFEGMkwp9pHDXbLJoIg8isjjJgnoTPeXL0H0ZyzeNABAxw5+IIV75GKHHYMJZaHkxXkpkSXsRkc1WjS8jQN9CcUemSPs4wQH0VONFnva0xU1dpwnk01c5oZ0n8u6EdzQC7jbUqWglYtMVycJtQR2EmglkbOQVS0+OrWBG0YZ1DLYGQmzk0j0sSNXD/tKhAOPXgNZqChETwIluKPjKDdqr5sXCvy5iAYtGuzRYE8H7iJRhQJ7lNjjjDsKSpDQokCDAneMGJHQIGGHhB0alEg4IKFFwgEj/hhN9pUq7PEiBhcacT8vgwpVBpJrETpKMFJMDhfIQQwHutEIHZdQ4YqWALQE4IUTagJQ0QAlAdjJ/oA7kiShQkkcYUAYOkaQwUVSScCBZEq4RyX3yGYnbkRRRTKONMKRSJxoghPBaAhHaaHBdsSezrSkMy3JJp9sDpGGkTxSSOMMbpwng2toCcaFtvjpWxIidSBOOZBkTpPIMQwkk8k9MtmPEg2NiceVMBrRgZl05D5lXOEMFaSTRy672Uk/1tEBmc505xyeZFHBM3TnAMnsIpFsSrmvOoob93iDJlwkjFzs2ckZ9nCGOBrSl2YE8++B4bpR84z9uyAboF84hPnBmES4WAYdLsCSllVMdrRDWaeT66OB3a2h42m4WQWvZsNn/n++EuaQIf6sWHGBggJHioqqCQhwYNWqrg9ksOPjffjyyw74+NgTG+vO5csFVtt75hnzqGBVlYFXXz1TC4y//jq+FmAvX36zViIyfXoskyY1YvPmNHQ668Zy2LBgqqoMPP/8SS5ezK9lwmsAdo1ERADsng+UiBQXV+PnZ8/XX8ejVivYsiWNadNO/bmT9DfF/3mQHR3dgpMnz7Jz5ybmzXufRYs+B+CNN14BsOk3KUnwcguIbQCjLsCmbGh/HH5oDu1MjLWHBvb0gxH7wE4Jwf9mR/rZXrDujGBYH/0R1j8FDn+h+IIkwYwhEBskimP8VYD9Z6OwHC4mw9HLcOAiHL8GDRvCZQXgAyHeEBkGbhp3lhy044V15nUjA2Dv9+BogNHT4cw1sNfCpIdg0jCxzKGLsGQdNPKDDyaAi4nQ/OkQJNyyPpbsIriSJuQpsixY7N+rsAXQLhBy70N6OmAj27uFJ8S4Qn5NpUAnyJAgv9KcvBhs2kfun+gw1zCElRbZ4DWvOVura1U60lV3KcYVTI1fjeZZbwI9Ur4f7noZg6tdXbKaQpONnpsN/9s0uQQkCMaJL2tZbPNb+wdXI1ORkWXBCiOBqwVQz6SMHNS41ElcvF7lhB3tcVe6175xshEMkA+eFOllKsoDCXKwJ1DlZrVuNmdwYTux2K7ItK0kD62TK4FSEC64ozMYuKRYDRLEMBq16Xfu4xKnkGhBU3ozGgkJvSzzccU9yuwrCZMCGUQ3jMj8zGbuc5tWxDCZHqhQcpdclrGBlvjjQVOm09hKXrC/6go7NMeQkHhEak5LC6bdgI4zzKWce8RymqcZXVsw5CZnOckWJCRmA+HYk8FFzrEBFTAXI4HYUUUu15lFA/J4m+doirCoSqrK4oLd1yBBWx4nvA6jeZ8KtpCEAgWtiaU7YZzlBTpQShSLGUlYLdhfy3l2k4Q/Towmmm6EAZDLPZazwOb5DySc0TyPEiUyMlUsoYI36EI/LjCc4QzGSXLiZ/Zyh0z0GGhOE4bTC1ecKCSfNfyEAiV6qmlKc3owkBvAfs5wHOH154gdk51KaI4v/upKflHc5hGCaVSHoaxCzw1ySKeIgTSh1ChzxyBz26Cgxu7dSwVj3MUHgpAJJIdqrlNKCXncRyKfMnIpw9WUK1BFJVVUAgWUcxk9ebX7VMsRVEvmhtvOEE65MrX2f0mWcJWsQYk7m+jOpxipxo1GKEyd6TsldwAIdQ3FiIEy0ikjhTLuUMYdVMjouYGeIkopwkg2xVy22nZIkQOS8S6yIhAUAVDYGqkc7Oz8CNf4Ea5piqzqQJndcIrs0ilQXkeSKiinjGIuUMwF3IggB+FZrMIbjRxOSI4WSRUG6jBQheKrCMHXbijNpOGUkUcaCSjYi540Kk2fwLLtoDuBVhFAjKoDMXIPyqUm3HUs5a7qHIXcoJyDFLISAA0B+NOLdkTQiQmkUMRFzgHLKaQYOE0ISnrSHgMZ9KUP/RnORTK4xj5yMZLBVTy5wmRSycSTfQRwHCOOnKURqQQyGB+6oXyAB/j/ZEQ6wMmW8EoKnDTqmGFXwK96NZ+rXGkkWTdeofawoxUMvQefF0IDO3jjT2L9PXv20LHjNZo2nU3fvqFERblaAezTp3Po23c3AEFBDnz5ZYdaF5GgIAcrkO3mZkfXrmKUsYZ5PnYsm/btvVm8uK1VqfR33jlPdLQbjz3WiMmTG7NpUyqzZp3F39+Brl192bo1A53OQL9+gbUMdkyMG0uXdqjVYL/wwilSUkp+l8F+992LtRKRb77pVAuwn3jiKHp9feeV/2T8nwfZAEqlkoEDH6Jfv2Hs3fsbhw8fZuLEp/9wvd4+cCYehp2F+9XQOQW6OsFoR2jtKNwjtvYWCWz/rgxIoYCfp4pkhx3XYMDn8PPj4O/217YzsOW/tn9ZFsOxaZnCXiunGO4Xis9dJaTkik9hBTSTRbXKmmgZDK3DYflBSM0RHyy0hs728OVTMCAW3nwTvvwS4nqLQjJrFkG0Sfd+8RYMmQ3FZTBjLAyxAMHdY6B3Mzh4VabaYAY/l9NAVVhKe4WBdg211EOddSJAAUe2gFcJTLfhetLCCa6shBx3WDYU3FSi0a6WIVcP3moIvA/qp+CGlwRrfv+8eh6zo5OkRBOhhGDTxPluhJTLaF5QQR3P9ZrkQUs7PeW5EIKcvJH9NOACKRVaEqpAYWPk5OyPIXj7uePXxt2KyJZlWP1mJA1b+9Ootys5jvn11tUpoBq4mQvzV89hVMt8tF3MYPJuLXC2ZqO3l3mxrLQnC90UNbVo6EMn7pJNIL7sLJT4IqkdnZzBrk52fbp8ASQIpEW94ynQw9O3wqkwzuZ803LQwifHlJwtmsJjvfcQrhVVWLIo4FdOUI2BaAbgYAJmMwuNLC4JZYjTOGZ5OKNEyU4OcoUbaNEwjjic0FJACV/wKxVU0RgVk2lsdf6/Pw8zDzdk6pQG9NM0p6WFHZvRCB9syCL2oQy0Ci/aMRe1SZt+OhEO6u6haQ6deYhwmnEzDfYU3UAbK9OKkQTSHJ0OLlZ8gc41D1daEcVYAJLKocMFP56NeJJhPlmESxZVZ4AiqviWq6RixwA60Sk7mvM+E9FLpfjSld60re0obOAiG7mMAomniKG9hY7dGTcccKacEqvtRxPGAF4EwGCQKda9D/bvAtCEOFrwCPkUs4jVZJKDHSrGM5jWRAFwh2R+ZQXllOGDP48ylWDC+Z5i5nGXIJxpigODaEovGlNiZ+ArKYldZGEEdBh5jxh01bD/YjXH2xwkidzazmYXwnBWaIhRSMRYaFYNMlwogf150Dx0A7lSOiUUUEoR3RjOQKtSSmDkIfLIJ41MMrhHUJYBu7KLGI0FGI1FqNwVSNpCjEjIkgRcx05djVz7v4xG3R5ZYY9MBTIVKHDHlTDKyec+iZSSRYPyO1CaDLIO8kswatyRHXNwwIADBrwx4JxnBKMnMjoMVGKo0qAo90aWqjBKVejsJXAoByrAeFN8cnWQfdz8g5zikHJP4YQwYg1Q2kOQJ0alCwaVhmqVgpIGfpQ6RVFFCnpy0FSDVHzS6ryQ3RDK00AbhKN9KFFBz4LvYmT0lJJIMadRSbtBugbGTNCth7wsHPKO0hCJhvaRVPs+TGFANEUcp5hTVJFJJVsoRTQgTkQwiFnYsZ48DpHDPkq5TDXrKaCKAmahpgkxfENLJlFMERdIIJ/zKNlAMDAJKCMcHaEUkkghF1HxKW0qQnCSXUBypUzVkHK1Kypc0eOJhBYlahxxRVPHLek/HVoFfN4QdutlXjAqOCVX06k6l2dVlXRXONPI6IqvpESSJJo7wxJgaDrMui/j7ljK0/ZOf5hfsGfPft57bybx8WYngIyMMrZsSWPDhlTOnTN3ImsKzVRXG5ky5TjZ2ZU4Oanw87MnObmEIUOCUKsVVFbqmTDhSC2DXRdg1zDYlgB78mRRaGbGjFheey2WGTPKycurZPHiy7XbWbq0Y70kx759G/DJJ+1/l8F++ulI5s1rVQuwly27jl4v8+KLTfnkk7/nWv2Z+H8g2yKUSiV9+w6hb98hf3qdRo5wogN8dRvmpMMeGRLTIaMS4ivh2h2I94SCLOHC0dgFikvF3+oqUQrY2xHKy0xlgQ0gGwVDa28Pft5Cg+XpAa7OsHIC9F8KuUUQPQPGh0GrEBkXDTRoAIEBEmVlUFYuyp/rDFBq+ruiUpQyliXIyhF/O7lCyl0orwR3Z7idKSQeIb5wPUWAhFAf2H9YrK9UgTFWgLKaCGgOmUXib3s1tG4EnaKgewvo2gy83aC0AjaeNFBUaS1/CPGCK5/CyWO3iYsLJTlZQqmELi3gnXcECw1w/XouLy1RU1zmyqiu8G6dBNBG/rDuBR0hjX4jvFMk4yZGIimUDGsHzzxdwMkfCxgS6kdde7i60dpUrObUZZnycj0LFhxl8ODGtG0rmMMwP3GesgsgLVsmxE/iVitwVpqH6gI8JKrLhdXaH8WVuVoOH4bX9lMLshMPqMgtAPfX6i9/YUMaUYFGWsTYUaO++H58M7JzYNoFwAUKK/UgqXCo07GrrIJ1K9yo1Lnx8RbreadvwIWzjty/40jEEPiqRE3ToclEx1fz/oxA9AVFeBnALkRix03ILXKhLN+l9lWen19Bzn0drpGONJCsZSgnKsXN0t7O/OKPJJRIE5Dbki8kKYPrSHl27c5i47FIRk0LwdejUb1z8dF9mWKjRE9nBdFaJ27nw9v7oKK6GY9HNkPRGCoqqvn88BH0fYx0lJrQwsTOrimoZnGJhAqY7uCPGxI//HCN6yGZKLpLPCqNwAdP8vIqmfDiAVp8qyRc04DH6G+lz11/DZ7cBkZZi+elscS1tT7ps76EBT8G0+3Yp2z8qAJ7haCabt+DwbPhfsEgvnkvipbtw8krhIEvwM200Sz9qCnNuzVFluHpp2Hn3pdZfUJNVODTSKjI0cGAKyI59kJOH96qc1sXFFTwc2kSBU5VROHL0Htt6NapklHPPcXIafuIVbyJZGJPP/rkNBmjs5AaSDxHZyuADaDBno4lY9jr/G3taI0WLT0QRITBIPPEE9Xk5g/gp41fo1Iu4BbtOF+xj5P2QnqixY4XGEmISVe/evVlCrodpbxBGeFEMpxHMJapmKXPYrmrEFrH481shuOEig0b8ln8fTrabYVIksRQ/Jkgh7DpILz2KdzKUDHxZCkGlZEw3InBrxZs18TFi1l8pfZlTZZEgckn/svANErVt2uXqbBI9i0uNvLRR+V4ztrJTYtl4vNu455tUdBC9gU3DSg8QOGOrPAAyQVwAMkRJAdQTUEiHIBzSfDBLzB++iIK7E/XbmZQZQWUm4oFlN3BqGiDDgsfQ4BKFf8fe/8dFkW29f3D3ybnnJUsCCiIASQIRsw5jzmOYQxjGh1jCyogJkRBRTEnzGJOmHNGREDFQA6SM93r/aOoootu0DPnvs/ze5/nrOuqS+muXV1h196f/d1rrS0QF0AAJgORYnkHIP8t97Wqpi/Q5A6IihiwFacCTXMB7f5AVRZQmcmcU1UZUJXHbAoqQFUq5NhjAlAzDoYxuoIgRjUyIJJPAQzjgOovQM0X5l9xDjMgKP/EbCYjAQACKKBc1BIfqlvgtGAimqoSBiknAdWPgPIPQEUZUBYHlH+AYk01DDEUhhgKgggleA8R7qICD1CBp6jGJ8hBHYrQhgn6wwT9UYMCVOAaynENFYhFNT5DvnZmRwva8EVXEDqjDL4owBkU4RIMoQdzbEEmbiANMSjCB6hV3QJETF7IXI1R+FYL9lnohXQwCyt0x0Q4wgNEQGYh8KkY+FgDZFcAAhUgLROoIgakssRMsh85AMdtmD4yIw/4lAmkyDFpZEkOyBEwAz1NeWCENvChBMgrA5rpA97WTD+bVwB0N1HGYzLAUlExnojLcVHuGy4CyM30QKEYcPoqD11FAUY3AfwNgbeKBdis+h3XXtvDq1oFTmqApzUTj1Tf2rd3w4sXb+HtzayCExT0FsHBcVL7rV/fFpaWmqiuFuP335mVHHV1lXDmTFc0a6aJ6OgvGDzYEpWVIkyYcA9FRVVSQY47d37AmTPMzE5IiBsH2Js3x0MkIixY0AJ//cXkwTYyUsGCBU/x+HE23NwMsGmTOwfYEybcx/v3BbC312oQsNk82P36mfMAm1WwV61yxdy5/4Xs/7+wx49TERNjgIsXa6DdVA13n8ihtSuw8BhwGoBmCaBUyrxYRaXAg1pl94c+kr3VTgABAABJREFUs2CCoQaQ87ESKCiEQUUVcn9oA8W1vm8swBoDbdoAL2sXSdKoBkpKgFY+NXhHAsBcDmE7AM0qMYqz5WGgJ0ZuNgMyKrpARQXQsRtw5xkBVRlQFolQWVqBNl2b4eV7Zj8fH+DeK+b4bZ2AF7VtvEBEiHv5EZBThpGPBcorAB1twKopYOvBAL+hNmCkDVhbAaa6gLU+s1BGfb+wvLwKLFjwBIXPVADnuqWtHE2r8GyDAtaticW6dffh6TkUBgYtsHMn4OJSVz4uLgvduh1EXn4lpglnInShLuT5rA4ACAtLRGFOGTTz0rCgvyMEAqCiogYxMcwIYMCAnzvFN7cEpnWrwv6ISri6Pkdy8l2sW/cQXbqMgIGBFfz8FDCrlxjHj1Ri2GBg+GAFpKaWQU9PCRUVSlBSkoOubg3MjRRgoCNAZVXt4KkBS09nANOMcWdFcUkN8ovkIScngCF/5h9lZdXYNeMhcnLKMfvqYKC7ISoqgKwcJsDUzAR49y4bST570bWfA+z38QeLMXdKUFGlARdbZuAjaVFncwEYYIQPM2tyMLIIubFATZUWPAP08CWnCAAgFhOuPs6BnMAQfezqHvSKFbcQHv4NY8a4QP1gXeP34ME3ZIY+x8hFPmjXVHouMzk5D7cW3kHfeV0wUK/upMrKajBzxht8/qyHlqotMGAJv6mKi8vCydDXcJzVFatNFVBTI8bSQ9korzbBby5AD3sm08fkyedx9Og7TPR3wsgVTFDl3btfMXtKDNqen4BxTdTgqyLAhQspmDqVSVF17sFANPeyRXFxFXr3voqnT3NQUWiIc+e6Q0lQJ4leupSMsPc6EJMhVncEZtUD7J0nKhC0XwXy8sCSEabQqf06N7cMg1aoIDtfDt3aAuPb2aKyogYjFssh+ZscXJsDY9xbQgAgYA2wbx+gpqYJraylUGoKFBdXYqr/IxQM7Ii2GgIcdQQkFsNEcXElevU6jHJBLvpEtMC0fHf07V6Jz58JN4/4YOmUHpDTZE4mPPwVFsy7DaWlcrj0eSC8TaylnlFuLmFSXxc4zG2HNr8xapQ3+kIFahxg798vgnFLE2wtXYs8rQyIcRaSAuBsDOEAOyrqFaZMOQ91XTkcS+qGXvrdUZhfiT59DiJDiWByww+rFQzQD+oQiQhLV3xHYGA6AGDhFVPM62UOxRwxgqMqsfE4485nbylAv8++6GavAc16s1VVVSKsWhWL4OAHcDvxB/I1DWClAnTVBxyr+8NGUQxN6EATOlCAIqqrCZGR5RAKS5CTQ5jXUxXKHopoAiM0hTEqzVsAJn8ASia1myEgkcNdAOBTGnD+IZP9SE2ZiYuJviXCwwR5ZNZOErn2NoJtGx1owgQaMIZIVQFQ7wAIlABdTSjIa0ID8rWDIXkAcqg3SQRUywMGFQBVA+JqQJHxAxQItAB5LUDekdEVGtAWSCzGwf3PUPqpEDMmGQE1ecym5lJ7LXJQQhNAvgmgXReUHBubghcvMrBwnitQ/hUo/wKxegtcuZSMDRseQmnrQFzVYlSAvioCDFJ3RHKKEWJiHDF//npAXAmUxgGK+nj2LA2hoU8wZIgjBg1yBuAM4A8QqpGW+xyRR0WYPasu578CdJD7pTt27dKHS6tZGDxCDnIS8R4VFTU4ciQOEya4QV3OHaZYhRpkI+5VIQ4fVkFIyC6UCb5DTuUuMwihQqgKDFGdrg8DUxHKBUaohBxEqEFBBmF15B1E5vkiLV8Any7Avdp67W1NSKv1mlDWABJrB27yIMydewVv5bvjdpw8FBQAcXdmRru5EZDIrkNQCGzdC2TXTpy0U0iDWYkJYu7Kw8MFeHiQyfQUrqCNZ+nVuKloiFSDGhwTy6FSBNzLY+7H9+tA63Tg3nstqHWwxHlnZWTmAYsSgMheJZjSi+9SJRKJ0b69D6KjD2HOnKkAgMxM6SWCTU1VMWVKc1RXi7Fq1UtuJcfo6M5cFpHff2/OC040MOAD9q5diViy5AUEAmDbNg+MHm3LKdhKSgKsXOmKP/9klkqvr4RLAnb//ow63b69Ifbt82lQwba11YSPjzHng335cioH2H/+6YS5c52k1o7437b/Qva/aNnZJfj99ws4dy4R7u7T8OaNGtrpETTUAQ0VYJQ+swHMS5VXBmQVAfndgKIKoLIcKCgmPLubiANnzkNL1xaZ351gYKyI3EJNyMkD8kpMtpK2bZkMHXIVwI98oDgVqK4GFMoA0Qsx2nepwpMCAbQN5FEKATTUCUpmgJoaYGTOjKQNdfKgWRGNkqI8QHEgUCOGp0sFBvVWhaY6YGAIzBwNqCoDGmpM+r3iwmKsWHwSyPgGpxam2BU4FYZ6Amj/g8DNuLgsBAW9wpEjqVBSVYJS6zYoqVGEmpIY64el4bcRjxETk1S70lQ+Fi8myEsQw9u3mejS5QDy8srh52eDTX9qyITWxMRcnD//CQIBIBQ6cy/S6tV3ACRh9uzOcHTkd775+fnQ1eWTrLw8MLS7HFBUg+hoZmQkEtXg5s3jaNVqBKytm6F7dxE+NxHj1StVHDtWgdLSLFRUpMLEpD2UlNQgEpVhQOsUrFplB2WlhvM3vn2bhR8/HmDcuHYwN2dk7O3bHkP0+hbm/9UF8vL8TBvBwU+Qk1MOd3cT+PkxQX5EwJ4tQH4hc+4BAXeBggo4aClCWSIHWnW1CEFLj8C8SBl/LeoPSPjuxsamIHLpAbT2csDsfsOQllaCkyc/QlFRC4sX81Xp8PBnuLHgMrr0dUK/JcMAALdvf8GOHS8gLy/A4sV1CztVVYkwbdoFZMXnoFlzHai5deEdSywmTJp0Hmn3v6GTFmDfuc4/Z+XK5/j8uRTOzlpYsICvYhcWVmDw4Gh8/PgDM1VE8ArrhVmzLuNY+HMMXNQfm2t9otauvYejR99BQ0MJ8wb6Qg3KiIvLQv/+R1FYWInh4XcxO7QX7t79hvHjr0MkIixf7ob+Xi1QXl6N2bPv4enTHFhZaeDgjm7QENQ17Nevf8LgwcdRWSXCulMzscSXH+Swf/9rzPvjOtwGzMT0EeroURswXFBQgZ49D6FS3gi+Hv1wcpU8SCzC8OEnkJauBpdm/RCzRQ4aasCuXS9w9aoB5OQscOSIAG3bMgOtvn2P4u7dr/BNK8SxvQMgsYo8ysqq0L//MTx5kob27dXhl98Us1bcQUaGBxwd5XD5shq0agH78OF3+OOP6wCALRu7oqtJM9S33Nwy9O59HHIKI/Bu+xB0HPYVGgpqcIU3RCIxZs26hfv3PaCmJo/10Xl4UrtCqKT1ze8IK11m0Y4DB15j8mRmGuXvBZ3QR98Hd+58QY8eh1BZKYKFhTYOpajDyU4dVVUizJ9/B4cPa0FODggJscC8nib4/q0IXbofRFYewbztTCyaII/pQwBFRenUQRkZxRg8+DgeP06DnJwAnikpODrTADacumcrVbfmzLmBy5fdkZND8PZWxGD5TvBC7zoXoV9oB5dEAifv1v+UeVAqSsAfA4CRTcfBAhPqvlYFitS/MP/XYIJRpSKCJNgiISEHDg4GjUJDQkIOHB1lB+B8+vQD06ZdwM2bKVBVVUC/QbPRtKkrU0Zfdpns7FIsWHANhw69hZycAN262cDV1REJ3w0wbcgF3Lv3DQDgejUJHca0hqOCAG0hwpIlsdi06RGqq8Vo184Mvr6W+JRtgzVr7mLfvjcAgG/fCjFoEONKVF0twrZtz7F69R0UFlbCxtoIffvaIzOzBDt2PIe//x0QAW3bmmLkiN8BMIPqo0ffYenSm/j6tRCqqgr47TdnlJXIITT0C5YvZ7Ji+PhYYMAAB0B5DADgxo3PWLLkBl680Mfhw4MxapQzamrE2Lv3FXxnXkJNjRhWszygraYMAwEw1hIQFxTj4ZF4oOALXFsYYri7FSBHeP40DdtCH2PrlXg4D3eGrmZTtLAErO0AqirH0zvJwLdcNLV0RGqaKZTkgHb65Xj75BOeJ39EKyt3yMubcfc7K6sEQUH3sWPHC0yZ0hrbwnojrAnh1rscTI64h4xyIP77YJRqCZBZKI8BzbWwzKUGe/d8g0mVHqYOe46BX3xhYKCMpKQ87NnzEnFxZdDT00NSUl0Q099/u+DMma+8PNVDhlihpoY4BbtzZ1MsXeoilaZv2bK6FRjPnKkD7EOHPnIuIuvXu2H0aFtcuPCNcxGZOdOJA2xGCb+P/PxKnhKem1uOAQNucQq2LMB++TIXgwbdQlFRNZo2VecFOU6efB/u7gZwdzfEypVMzu3ExMIG35f/FSOi/ys25lL+dy0hIYdMTDaQl9ce0tIKpL//jqN796qpuFj8y8cQi8W0cOFVMjXdQOrqa8nDYy+FhWXT69cVVFREJP6FQ1VXi6mkREw/foiotFRMIpHsQufOfSB19bXUosV2atp0EwUGfqRXr8qopqbhH3n6NJV0dIKofftIMjRcTxs3PqTqatEvX5+kPXuWRnp6wQQIqV+/i5SYWED7bhGpjSTadDyLOnUKo/btI8nYOIRiY1Okyr98mU66ukHk4xNFffocpvLyapm/8+1bAZmbbyJASCtX3iNx7U28ceMTCQRCkpNbTXfvfuGVKS2tJB8fIW3efEbmMd+9KyA5udUECLlNRWUtXbqUQURElZVEZ84QXbhQSTY2kQQIycEhinbtqiA/v1dkZ7eVPn3Ka/DeiMVi8vM7QICQ5sy5REREWVklpKm5jgAhXb/+ibf/2bMJJCe3mrp2PUy3b3+TecyjR9+Si0s4aWquo+/fC3nfrV17lwAhWVhspqKiCu7zrKxiatJkY+29u0WFhRXUqlUEAUL644+bXN1KS0uju3ffkarqGgKEdOrUeyIi+vAhh0xMQqhLl320dOkN3vUtXHiV1NTWUrNmW6msrErqfIXC26SsHEAmJhsoL6+M+zwo6B4BQurU6QQ9fcq/h1VVNTRhwhkChNSqVQSVlVXRpk2PCBCSklIA3b//lYiItmx5RIaG68nBYRvFxCQSEVFSUi716nWIACENHnycampEdO/eV1JXX0stW+6iWbNuk1gsprKyKvLzO0Bycqupd+8LlJxcwDuHO3e+kJraWgKENHPmBa6+sXbkyFuu7qwPecB9XlxcSZ6euwkQko1NKKWmFlJ1tYiGDo0mQEh6esEUF5dFRER79rzk6t2hQ+lERFReXk1jxpwiQEhmZhvp8+cfvN8tK6ui7t0PkqfnbjI13UCxsW/Jz287AULy9T1L37/XvcdRUS9JIBBSx44HacOGJ1LPhogoJ6eUqwvOzrsoNU1EYhKRmMRUUyOi8ePP1NapnXTnThXVkIi2VJ6gmbSR2+aLtlElMc9+27YnBAjJ23sPBQffpwsXErnrAYSkrBzA1duKimrq1+8IAUJq2/YU3bzJPIOEhByuvrZqFUGpqcUyz52I6OPHPGradBN5ee0ma+stXN1oyLKzS6hNm50ECMnN7SadOlUu9Wx/1cLPEqGz9Kbds5zyChoul5aWRmlpaT89/vXrn0hFZQ3Nnn2pwXNcu/YuycmtpqNH46S+u3//Kw0YwNxfff1g2r//NYnFYjp06A3Jya2moKB7UmUSE3NpwICjpKjoT8rKAeTvf5sqKqopNjaF1NTWUps2O6hJk40UEvKACgrKiYhp04YMOU66ukEECGnixLOUkVFM8fHZZGQUQs7O4aSjE0QLF16llJR8IiIqLa2i0aNPka1tKAFC8vM7QPHx2ZSeXkTNm4eRnd1WUlIKoNGjT9H9+19JLGbq48yZF7j3q2XLcIqNTaHi4kry8YmiJk02kqbmOpo37wplZZUQEdNGCYWx1Ls30yaYmm6gY8fiqLpaRCNGnCBt7UDS1w+m8ePP0Kv4Aq5v3rPnJQ0ceIwAITk5BdG2bTdILBbTX39dI0VFf7Ky2kyDBh2j12+yuTJXr36kQYOYMhoa62j5yof05buYIiKekUAgJGfncOrYcS9dv5VKVbVN5evXGTRkyHESCJj3Y+TIkyQWiykmJpGUlAKobdud5OCwjYKDf9Cdu0TJKUQvXhfS4MHHSF19LenqhpGj4y2KiyukZ8/SSEcniJydw8nZOYpcXLbQuHHDKT8/mb58iafhw/fV9nEB3Pt4+fIDGjQoigAhaWqupevXH1F+fjK3ZWZ+ID+/XQQIqVu3XXTv3lPuu+DgCwQIycsrnEJCLlJ+fjLt3XuDFBRWk4fHdlqw4AT9+JEkdRxDw0DuOB8/xpG7+zays9tE9vabKCHhLe/38/OT6datx+TqupV0dNZRv357KDs7kfLzk2n//pukoMC0wX/+Gc391qpVZ2vbZhD9p9j0P/VD/+sX8r8M2SxgA0Ly8YmijIyGG/eGjAUPQEgKCv60e/eLf9yI/8zOnftAior+BAhpxowYqqiQDaiS9vRpKmlrB9ZC8REejP2r9vgx/1iSgJybW0atW+8gQFgLoz+kyrOADQipf/8jDZ5/VlYxdywvrz1UWsq0UPHx2eTrG0WKiv4kFMbyypSWVpKf3wHy8YkiCwsh3b59W+q469ff5wE2u0VFveTtl5payPu+Y8e9FB+fTTdvfqbU1EKp47IWEfGUjI1DSEcniHJzS4mIKC2tiIYPP0F9+hzm7Rsb+5mUlZnGb8WKWzKPd+xYHAd2x4+/430XE5NI7drtIiWlAB68FxZWUPv2keTpuZs8PXdTSUklDR58nHsu7HkREX39WkA2NqHUseNeGjPmNBExgG1qyrwTnTvvo8rKGiJi6vmyZTdr4SycHj/+LnW+LEi3ahVBN27UnVNExDMChCQQCOnw4be8MlVVNdz5DRx4jD5+zKM9e16SrW0oGRuH0JEjzP5btjzinsfu3S+IiAFsMzMGzqZNi6Hy8mp68OAbaWgwg5rRo09RTY2IA1VASEZGIRQfn13vWTBA4eMTRVOnnpca4EZHvyNf370ECMnfv65elZRUUt++h8nGZgtZWGymL1/yqbpaRJMnnyVr6y2krR1Iz5+ncc9SSYl53hs2MJBeXl5NvXodIk3NddShwx56/55/XpLnbWwcQk+fptLgwUynbmW1hb58yef2ZQEbEMqEKSIGsEeOPEGAkOztwyg9vYj7rqZGRAsWMO2YmtpaunPnC1emtUc4DX2+noPsk8TcAxawASG5uIRzgzXJ7cmTVO5aR48+xQ08XrxgBhnv3mWRufkmat16B/n4RFF+frnMcyeqA2wW6rOyGm6vRSIx7d1bN6ixtQ3l3a9/YqXlRPoDxAxcd2L+7Tw14986JmssYANC+v136TpIVDeoFgiEtG/fK9539+9/5er92LGnKTubgU4WsAEhrV7NbxMTE3O5d71//yP08SMz+GXfB0BIY8ac4rXzWVkl1LJlOAFC6tAhimsHWMAGhNS1637u94kYwO7SZX+taLGNzp//QGKxmANstk358CGHK1NTI6KxY0/XvrPraceOZ1RTI+IAGxBSkyYb6fXruvsvFotpxYpb3OBu2bKbVFpaxQE2A5br6ObNz7z7sGdP3bsza9ZFKiys4ACb7dcPH37DK3P16keu/R479jTHDmxbBwgpOPgejwVev86QEKiO0KtXzLmzgM0O8Kura7gy374VcAOTLl32ce8TC9iAkHr3PkTfvxdQ377dafDgPvT+/XNq1y6s9rvd9OTJcxo+fB8NHbqPBgzYQ25u20hHZ50UYGdkJFCvXpG172ggD7CDgmK465IEbHl5pm7VB+zJkw9LHefjxzhyctpCgJBat95KCQlvZAK2lhZT98aNO8gDbHf3baSgsFoKsNl34r+Q/f8xyE5IyKEePQ6SvPxq6tJlPwdyknbyZDxt3vyowWOIxWJavPg6OTuHk4KCP509m/CPziUpKZemTYvhgEaWnTv3gbp0YUam8+df+SWQf/o0lbp3Z5TVIUOOU1VVw8f/mbHw0qHDHho+PJp3rLy8MurX7whpaQWSnd1WmSD68mU6dy79+x9t8Fqzs5lG3NFxG3XoEEU/fjBqaHx8NhkbM4347NmXeEp8aWkVde26nzw8dlOTJhspISFb6rixsSlcJwYISVc3iCZNOktXr36UupeSQMduHTrsoe3bZauDREQHD74hgUBI2tqBdPFiktT3ktd7//5XcnYOJ339YJoxQ1o1JSI6dSqe1NWZxmblylu8fWJiErnB1rZtdedUWFhBHh6M6mNtvYVSUwupX78jZGwcQh4ekVwnSlQH2ICQ3N0jqaKimj58qHsnOnfeRyUllUTE1POAgDsECElefjVFR/OBn4ho06aHXGMnOWiJjHxB1tZbyMQkhHbseFbvnlTTkCEMYGtrB9KzZ2m8Dm/btqfc82AHXRERzDGSknK5mQ5f371UUlJJDx58I3v7MDIz28gBdnl5NXXvfoB8ffc2CtisIifZwRExgM12JCwcEzGAzYK3s3M4JSfnUnW1iEaNOsVB8MOHDICwdcPdfRetW3eXiIjKy6s4Bd7AYD29fZspdU+PHYvjBgaPH38nT8/dpKMTRB077uUUQiKivXtfkYdHJCko+DcK2KyCPWTIcSnAHj/+DCkq+pO39x4OsHNzS6ldu13Urt0uaum9lf6u3klzaAtl0Q/atu0J+fpGcWAga/C6Zg17rdXUu/dhMjXdQM7O4RwYvXuXRYaG6wkQUp8+h2XOjLD28WMede9+kJSVA6hDhyiZYkF5eTWdO/eBpkw5R0ZG63nnInm9/9TEYjG1H5nMKdgu44qp+p83qZxdv/6JPD13k7JyQKOA3bHjXhIIhLR//2vedw8efOPu46hRTL0nYgC7Q4c9JBDIAuwcatmSmRHp1KnuXY+NTSEPj0hSUVlDEyee5Z1LVlYJ14Y7Om6jzEwGLOPjs8ndPZL09YPJz+8A7zmWllZxsGxisoESEhiQTk8vIi+vPWRpuZlcXCIoJ6du8F9TI+KEK3X1tdyMZXFxJXXvfoBattxOTZpspOTkuvZMLBbThg1MGyQnt5qOHWOUfvadbN8+kjQ119GjR3xx4PDhukFIcPB97liLFl0lX98oUlDwp9On3/PK3LjxibS0AmvFrgvcPYqIeMa9E1u28Lnh9esMsrZmALNv3zqBKSYmkby8dpOCgj/NnXuZ185/+1ZAXl5Me9627U6uL3z2LI27nkGDjnF9cWZmOjVpYk1Nm64gQEgWFiH05s0rys9PpuzsRBo4sE7BvnnzsUwFu3XrrWRsHCSlYLdpE0ZKSv48wO7QIVwmYMtSwj9+jKP+/ffUDvBlK9g3bz6ili231A5CZCvYK1ac4QG2t3c4CQRC2rbtyn8h+x9dyP8SZEsq2JMmnW0QsBUUGJC5d096SlJSwdbRCaTz5z/8o3NJSsrlpkpXrYqVuY+kgr1mzd1fBmxWdZ4z59L/CGCzjbgkiOTmlpKrK9N5+/kdaBCwWQX7jz8u/hSw2UY8I4PpGOPjs8jObmvtiyvdiHftup9T+1jAfvv2C129yjSOf/11lhQUhNw+Fy4kNno/2OllWduePS+l9j9+PI4Dw4CAO43eS0nFafbsS1yHKGmsgt269Q5atSqW97wvXkzi1JA//6xrlAsLK2jcOKYzs7TcTB8+5HBT83p6wZxqQsQANjvN2a7dLsrPL+cp2OPHn+EB9rJlN8nQcD3Z2obKBOygoHtkarqBLCw2SwE2e9/Cwh7zyrAKtrf3HtLTC6Znz9KosrKGe/7r1zMdHjvgUVEJoL17XxFRnYLt6bmbAwTJOvr77+c5wO7Rg1GCDQ3X07t3WbxzaAwoiBh3Hva9W7bsJnevS0oqOXAwM9tISUm5VFMjoj//vEwAM3XMujGwgC1ZN8rLq6lPn8PUvn1kg4DNWmjoY3r8+Bs3ZW5hsZnnUrJ37yvu+GFhDbuIuLruqO3g+Ap2eXkVB2iSCnZubh2Ut2ixndLSCqmUyimb8mnz5oe890EkEtPQocd574mCgj9lZ5dwgM0OJt68qQNsdpDRo8fBBt3GiPgK9ujRpxqcjevW7YDMd7a+m9Y/MbFYTGvW3CEorid0KCWzwZWU1/Ck1i+bpIK9ZMn1nyrYx47x3z+2PWnVKoImTDjLA2wWHjdvfsgrwyrYNjZbqH//IzzAZgecCxdelQLsli3DydBwPXXrtp8H2KyCPXr0Kam2uUuX/aSmtoY6dtzLA2xWwe7ceZ8UYI8de5oEAgb+JQGbVbDt7bdScnIuV0ZSwe7UaS8PsIcNi+ZElfqzb+yA3scnihucSvbr8vKr6cKFRF4ZVsFu124nzZx5kQfYbH2LjHzOK8Mq2A4OYTRsWDQPsFkFWyiMlQJsW9tQatJkI/XocZAH2KyC/fvv53n92Pbt4aSs/Ae5uW0lS0s+YE+adJjU1deQpuZaunGjYRcRPb1Aun//iZSLCNO+XJFSsP39z3HQm5GRQD17SivhrIItJyekPn12N+gioqW1lvT1A2ns2DoF++DBm6Svz3DM3LmyFezdu69Tfn7yfyH7H13I/wJkJyRkc8DWkIJ9/nwd1C5Zcl0KasViMdfw/bsKtpPTNk6NKy6ulNrn4sUkblrqVxXsZ8/SuEHE/4SC7e29h5SVA2oBuw4Kb9z4xL2Atrah9PTpO0pJSeGVf/kynesgf6Zgd+q0l8zNN9UCdl0jbmwcQs2bh9GAAUelGvF+/Y6Qk9N2MjYO4abbMzKKaejQ4+TuHk5Xr76nly+Ta0fw/pSW1njP+Pff13gdtIXFJtLXZ6C2desdPD9jIgailJT8yd098pcA28UlXEpxkjRJF5GGFOwWLbbTwoXXeIDNKtgDBhylDx9yaMiQ4+TiEiETsFkFe8qU/RQXl0gJCdm8Tq8+YLMdTkOAzTZ2klPYkZEvyMGBOaakAkzEdxGRdKkgYjpzdiAjCemSCjbrIsK+Mw8efCN390iJQSAD2FOnnic5udUNAnZDQEFUp2B36LBHCrB9ffeSkpI/+fkd4AB71KhTpKTkTx067OEBtoPDNtLRCeIBNguXJiYhjQI2+2x9fKLIzW0XWVhspocP33Lv2KFDb7gBV2Bg4wp2hw5R5OCwjQPs1NRC2rTpISckAEIeYP/220kOytPSmDJ5eWXUtOlGiU6Xgfq0tCKuTWW3/v2PUnl5NQ0adIycncNrAZu5VkkF+/ffzzcI2GKxmDZtesAdsyEFm7UpU85JAbaPT1Sj9/dXTCwW07x5V2r7jH10JDqJShv2apGylJQUqXaRiGk/2baxIQV769bHJC+/WqaCfe/eV574wbYnx4/HcUprfQVbcjBdX8G2stpMgFCmgi0pfvAV7F2cwCLZNpeUVHIuIvUV7L59mUFXfQW7urrORaS+gs3GCshSsFnAlpevU7ATErK5OqCuvlZKwZacMWMV7NTUQs7lydRUKKVgX7mSzPXFkgr23r0vuYFSfQX71as6FxFJBfvixSRucCJLwWZdRPgKdiq1aMHMPkgq2EREb97Ek4LCtNo+S7aC3bZtmEzA/u23/aSjs07KRWTjxoukq8vUL1bBPnToFqmqMvdAloLt5hZGhoZ1Snhycp2LSEMKdmxsnYuILAW7WbONtGDBSe631q+/wL0T27Zd4Y7zX8j+/wBkswq2g0MY9e17pFEF29t7T4OAzY50fX33/luA3aTJRrKz20q9ex+SCdisgu3ltYcWLLj6LynYrq47aOTIk/9jCvacOYyLRkpKPq1ff5+bvme3r1/zpToTVsF2cYmgYcOif0nBlvSNf/++zkVEloLNus80axbKuQFkZBSRgwMzcBk+PJri47/S4sVXapU0YaPXK3k9nTrtpUuXksjWNpTatdtF7u67ZAI221CvWfNrCra+fjDNnHmxQcC2tQ0lQ8P1jbqI8BXsck7hYRXsvn0ZBbtp00306lU6d4yvX/M5mG7XbhfFxSXSnTuvydR0AzVvHkZ9+x7mAfby5TfJ1XVHg4C9fv19cnYOl+kiAghJRyeItm6VVrCnT48hNbW1nIuILGMVbB+fKB5gd+q0lzQ01vFcRDQ01pG6+lrOjUhSwe7e/YAUYN++nUJWVltkAgUR30VEErCLiys4FxFWwa6uruFcRBpSsENCmE68vLyapk+/UFsXG1ewmWdbwSnYtrah9OnTD+4dYxXs5s3DaP36BzLLS7qIsLB84kQ8eXvvkYLRCRPOEBFfwR4y5Di9e5dFe/a8pJ49D/GChj08dhMRA0329lvJ1zeKnJ3Duenyc+c+cIMJC4vN9Po1c61r1tzhjiFLwRaLxfTqVQYtXXqDe0bs9rN4ki9f8jkXK3ar77v8r5okYCsq+v+jGUtZkM0q2DY2W2jOnEuNKtienru5WRzW7t//So6O28jYOETKRURObjW1bBku1SYlJuaSk9N2atZsqxRgq6mtJSurLTRz5gUpwG7TZge1br1DCrCNjEJIXz+YRo06KXN20dt7jxRgN28eRioqATRw4FGZCnbHjnulAJtt3/r0OSwTsL289pCioj9t2fKIAgPvcbM27HbuHP+Z7dnzktq02UEqKmto2bKbtHXrY+432G358nO8MlevfqQWLbaTnl4wD7DDw58SIKQ2bXbKdBFxcNhGFhabpVxElJQCyM5uK08sIWIA29k5nFq02C7lIqKjE0QmJhto4sSz9dw1S8jYeDopKKySAuyxYw/WCkyNK9ht24bJDHK0td1IGzfyfbBdXbfSwoUnZbqIMEp4nYLt6LiZvLzCGw1yNDIKJBeXUB5gHzx4S2aQ48qVjILt5raNwsIuU35+MuXlJdHhw7f+C9n/6EL+ByH71Kl4LstDYz7YrLLTEGCzwUH/roLNuog0pGCvXHmL6+h/VcGOjHzORRL/uwr2/ftfOR8yVh1kA0HqbwcOvCIifmfy4kWaRJBj4wp2//5HOJVEUsFu0WI7WVpulgLsR4++c79taLiea8QzMoqpTZsd1LJlODk7h1NWVjHNm3eFfH2jyNaWUYwk7fjxV/TuXR3kSV5TamohNWvGqHOtW+/gBQwSMRDVqRMDXD9TsB8+/CZTcZI0SQV77dq7UoBtbb2FzMw2SrmIeHjsJnf3SLK1DaUPH3JoxowLtY1dMC8oiFWw3dx2kYfHbsrPL6c7d15TmzbMM2pIwdbQWCul6BDVKdgaGmvp4MG6oKCDB19z97AxBdvLa3eDgL15c51PvCwFe9Sok1RSUkkPH36v58Yk4tRTtm40pGBbWm6WAgoiBrDbtNlJqqprZCjYUeTjE8VzERk16iT5+ETxAPvQoTecEiVLwe7d+9AvAXZdpo86F5GUlBTaufM6B/CNKdiDBh0lFZU1nIuIWCzmVDXJzc5ua22ZEm7wbG8fRs+fp3GKqOTWpMlGImIBmxm0ubiEU05OCVVXi+js2QRuXz29YLpyJZk2bnzIwTu7yVKw2fpRf4uLa/x+pacXcf79LGirqa39twK9WcD29NxNKipr/rFLYH3IvnHj50GOkjNE9RXsa9c+ctc4Y0YM155IZsCpr2C/eJHOCRb9+tW5iMyadZG7x/UHnOnpReToyAgWrq47uLY5LKwu4FWWgu3lxQziTE03cMGMV68mk5bWutq6Iu2DzQYmqquv5d6jjx9zOd96WQr2okVMfyQvv5qWLLkus94MHx7Nuw+S5/7XX1c5dw3JrVWrrbzndeZMAikp+deWucbdo0GDjnJlQkP5YsLjx9+5/m/UqJMcYLMzRIC0gv3pUx7X5/r4RFFeHnOPnj+vcxGRVLBTU79Sr159SEXlj9o2PEJKwTYxCSJ7+00yAXvEiP0cGNdXsNlzZBXsffsaDnIcNWo/aWquaTDI0c5u40+DHAcPjuIp2CYmQWRuHsID7NWrz3HvBKtg5+Ul0ejRrJvYfyH7Pw7ZNTUiun07hXuB2Re8IcBmO9fGFGw2u8W/A9guLhFkZbVFCrDLyqro9On31KZN3Uh8+vSYRgG7qqqGrl79yHXgLDD9TyjY1tZbaMqUc5yLyLhxZ6QaJFvbUO782M7k5ct0cnYOJxOTDb8U5Kiquob69j0i5SLCDhbKyqooISGH/P1vc9Nl7PbyJaPUpqYWch2+u3skZWUV09Sp5wlgFKhLl/jBiJcuJZGX1x7y9t5JKSkMiInFYgKE9P17IXl67qamTTc16CLCQk59pba+3b//lfT0gqht252NAPY7rjNrTMH+++/rUoANMAp2QkI2p2D36HFQJmADjIL940cZffiQQ126hFL79iFSgM1mYWlIwd6+/SnX2Ekq2Lt3vyBFRX9yd98lE7BZaNTWDqSnT1Nl3q8tWx6Rj08UCQR1gJ2YmENt2zJ+8pIKtpbWOvLy2s0D7B49DpKj4zaytQ2VqWBLBjk2pmAHBt6tB9jMgMrMbAPPRYQdaDx6xKRgZOuGgUEw51deXl5FffrU+SX/Kwp2//5HeD7YERHXqU2bILK03PxTFxGAUf8kfbB37Xou9Q4HBt7jFGxv7z3k4LCN0tKK6MePMs6tQ3LbvfsFpacXcZlOWrWKoMePU2nt2rtSIN2+faRUeYFA2KDbVseOe6X29/M70Oj9kvTxHTHiBH369IPGjz8jFWj7r1h9Bfvy5eR/fCxJyL5+/ROZmm4gO7utjQY5sm5GkoBdUFDO+RizA0tJBdvCYhOZmW3gAXZZWRUtX36LK9Ox4176/r2A9u59xb1TbL/Inkt1tYiXmcXenskWFR39jgt8BISkpRXIAbZIJKZr1z5y3+noBNGbN5l06VISDR9e1//q6wdzgC0Wi+nFizTuO2XlAIqN/Ux37nyhadPqslkoKvrzADs5OZc0NNZydenYsTiKjU2RSs8KCLl3Jy2tiJo1C+U+Dw6+T0lJuVx7ILkdPPiAUlJSKC+vjIv3YQY0F+jLl3zatOkh53IDMKIIayUllfTHH3WQ2rfvEUpNLaRdu56Tk1Nd39W1636ufamsrOEJC61b7+Ap2GZmG8nZOVzKRaRPn35kazuPACGZm69vMMjx2rWHMhVsff1AatVqq5SCra8fSFZWG3hBjnZ2G0lXd12DQY7u7tt4gD1gwB6Sk1vdqILduTNT/xoKcly06CRPwba330Q6Out4gM0q9WpqAf9RyP5/fjGa4uJKrFgRi+PH45GZWcL77saNsVBTU+R9FhX1ElOnxkAsBpYudceaNV15iwEQEf766zo2bHgEBQU5nDs3Er17Sy8J/TN78yYTvXodRkZGCfr1s8eRI0OgoaGET59+YPnyWFy4kISSkipuf0VFOYSH95G5MEFOTimWLbuFU6cS8OMHf2WnS5dGQVFRxvKJv2CPHn1Hjx6HUFJShf79myMioi8UFJiFLtas6YzTpxN45/jbby1555ecnIcRI24gP78C48e7YNeu/lBSkj6XnJxSdOlyAO/eZcPR0QCRkf1gYsKsYhUQcBdZWaXo1s0GBw8Owr59rzFz5iWpYyxe7AVnZ2NERr7A779fAAC0aGGILVu6w8xsE0QigkAAnDo1HL162UmUY56lQAAsW+YDCwsmEb9AIMCXL3PRqdM+fPqUDz8/Gxw7NhR6enWJ8qOj4zFx4jkQAQEBnTF7dns0ZA8efEPPnodRUlKFPn0MsXfvAMjL81cQPH78HUaNOg1NTSUEBnbF4sXe3P2MiUnEqlW3UV0txp9/tsfatUy9LCqqxKRJ5/DhQy4sLbVx9eoYLFx4DRcuJENPTxXBwd3QqhWzEt+3b4UYP/4MCgoq0K6dGa5fH4usrBJ07rwfysol6NDBHDt2/AZ1dSUQEVasiMXatffQsaMl/vjDDcOGteCdb3DwfSxZchMdOphj0qTWmDiRWSRmz56XmDIlBgAwbFgLLFjgxZWprhZh5MhTePYsDc2b6+PgwUHckvaSFhr6GH/+eRUAsG/fAIwf74rk5Dx07nwAAgEwcKADDh0ahDdvsrg6amWli337BqCmRoyBA4/h6tVPMDRUw61b49GiRd2SeLdvf8Ho0adhbq4FLy9z7N7dH3ISC/ucOvUe8+ZdhUhEWLbMB4sXd4BAIEBpaRVmz76Mu3e/wsxME7dvj4eNjS6WLLmBI0fioKGhhCtXRsPDwxzHj7/DuHFnQATMneuBRYu8UVFRg8GDo5GfXwFjY3Vcvz4Wzs7GDdaZwsIK9O59BI8epcLCQhtbtvSEtbVu7T15jeDgBwCAWbM6YOFCb6nyubllGD78BN68yYK9vT4iI/vB1JRZdVYkEuPJkzSpMt26WaNr1wNcmdjYcTAzY8pMndoG69bd5/aVlxfAw6MpOnfej8TEPAwf7gRvbwt4eOyWOu6UKa1x5Mg7qc//+MMdZmayV38JCfGDt3cUqqvrlk8fNcq5wfuVkVGMLl0OIDExDy4uxti2rTcMDNSwb9/ABsv8zIgIQuFtREa+hKKiHE6dGo6ePaUX9flXbefO55gz5wqqqkSYM8cdmzf35NVBAJg06Rz27n0NgQA4dGgw+vdvjkOH3iI6Oh5Xrnzk7ouqqjwOHBgIeXk5rFoVi4CAuyACAgO7Yv58T5w5k4ATJ97j3LlElJXVLUairq4IG5utvPsrJwc8eTIFN29+RnR0PE6fTsCPHxXc987OxnB2juAdBwDev5+BN2+ycPz4O0RHv0d6ejH3XadOlujYcR8KCip4ZS5c+A2ZmSXYsuUxTpyIR1LSD+67fv3s8dtvp6X67LCwXpCXFyAo6D6io+Px6lUm993cuR4YMaIlamrEcHMz49VvFxdjXLiQhBMn3uP+/W9gdDugY0cL/PWXN4gI/fvb49ixeK6Mvr4qvn8vwYQJN3D/fjpEIqaQrq4KXr/OhJVVKO/cTEw0MG+eB6Kj43HixHvExCSislLEfV9RUQNLyy3ccQBASUkOly6NwqVLyThx4j3OnPmAoqJK7vsbN8ZCV1cVN29+xuDB0SgqqoSvrwUOHBjE9euFhRW4fNkEYrE2evduisDAtrCw0EBNjRjr1r1CYmIhNDQUcPp0F6mFZtiVHPX0lBEW1p63kiO70MzSpS6YNMmeW8mRaRddsGBBS26hmdmzH3PH2biRv5Lj+/cF6Nu3KUJC3BtcybGoqBq//94ca9awS6V/xZYt77mVHP/+2wUCgQCbN8fD3595JyIiPDFihA3EYsKcOY+RmFgITU1FHDnSEf364T9m/89D9uXLHxEa+kTq8/Dw3jA0rFut78ePcvTocQjPn6fXfnIfvXr5SAH2unX3EBr6BAoKcjh5cti/DNhVVSIEBd3HqlW3ATCrU7GADQDbtz/DsWPSndHLl783uPLX8ePxiIx8KfX56dPDoaKiKKPEz+3hw+8YOfIkTE014ObWBPv3D+QA+8ePcvz113WUlFRBVVUB5eXMerPDh9dBWHJyHrZseYz8/Ar079+8UcDu2vUAtLWV4ehogFu3xnOADQB79vSHjY0Oli/3haqqIlRUpKu0oqIcMjNLYWQUgvx8fkPu5bWX+/+0aW3Rr19zAAxwzpx5ERcvJgMAfv+9DYTCThAIBBCJxNi9+yWmT78IAHB1NZYC7EOH3mLcuDPw9GyK3r3tsGyZb4P38sGDbxAK76CkpAqjRjnLBOzTp99j1KjTEIsJc+e25wH2hQtJGDIkGkpK8li50pc7z6KiSvTocQiPH6eiUycr7NjRBwsXXkdRUSX09VVx8+Y4HmB37rwfnz/no3//5ti/fyCyskowc+YlZGSUYOBAYyxd6sMB9vLlt7Bu3X3IywtkAvb69Q+wZMlNCASQAuyDB98CYCBp4UJpwD59OgHa2so4dWq4TMDetesFliy5CQCIiOjDAXanTvuRnl4MX19LDrCFwtvcfd2/fyBqasQYP/4s3r/PgaGhGmJjpQG7T58jKCurxvTpbbF9ex8e3Jw4EY/ffjuFJk20sHp1J6xY4csBdu/eR3D37lf07WuHTZt6wMZGF+PGncWRI3Ho1s0aQmEneHtb4NCht5g2LQauriYYPNgRy5f71gL2cVy+/BEGBmq4dWtco4BdVMQsnS4QCGBlpYNbt8ZxgL137yts2/YUAAO+DQF2t24HUFBQAU/Ppjh1ajgPsCdNOo83bzJhYKCGCRNcsWHDQ7i7m2HduvtISsqrBezxHGBHRDxDdPR7AICGhhJKSqrg42OBMWPOcFC7fXsf3LjxWepc5OUFCA72g5tbE0ybdoH33ahRLWVe/6dPP7BiRSyqq8VQU1NEWVk1FBXlMGBAc5n7Z2QUo3Pn/TAyUoeysjFu3BgHAwM1mfv+qhERFiy4hs2bH8PV1Rj+/p259uOfWnp6KZYte4DbtzMAMO2OJGATEd68yUKXLvu5tmzfvoEYNcoZ3t5RePjwO+94cnICpKbOx+fP+Rg48Djev88BAKxe3QlLlnTA2LFncOjQW6nzWL26I1atuiP1eXT0cAQG3oO/v9Rylvj77w4IDLwv9fm6dV1w8+YXjB9/Vuq7qVPbYPfulxzUsjZxoisqK0Xw8oqQ+q5Xr2a4du0zDzYBpq/087OFg8N2VFWJeN85ORlg8+YeqKkRY+7cy3j/PgcqKvKoqhJDLCYkJ+dhzpwrvDJ6eqq4fXsiN5C6ffsr5OQEUFSUQ2WlCCIRYenSR7wyCgpyGDvWGVu3PpO61kePJmP48JO4cCFJ6juhsCOEQun7fenSaCxadB1btz6V+u7s2RGormbaswMHmFUzBw5szgPsvLwSDBq0E2JxE5iaKnOADQCGhkcBAN26GSM/v4oH/JWVIkyefA9ZWeW8FRgBBrCPHGFWi1y/vh0mTbLHuXPfsHbtG4hEhAULWvAAe+zYu3jz5gdatNDBjh1e3EqOo0bd5VZylAXYr1/nYdAgBrD79TOXAOxvmDz5AeTlBVi+vBXmz28BgUCAsLD32Ls3GQIBEBbmwQPsw4c/Q01NHidOdIaXV8Pt6v+Gyf18l/+7rW9fe7i5scuYEgBmWe/hw1sgP78cUVGv0KvXYRgZhXCAraBQhXHj9NGrV3+4urbExYunOQV7+fJYtGtnhujooczSrRImEokRGHhPqiGsrhbh4sUkTJhwFgYG6znABpiXjAVsAJgzpz0MDfmdg6OjAVq2bLjijB7tjObN+UsOa2kp/yOFHWAAu0ePQ/j+vQg+PhZSgN2t2wEcOxaPQYMc8ObNdIwc2RKTJ7dGy5YMzLx6lYH586/iy5cCTJ7cGidODGtUwY6Ly0Z+frkUYAOAmpoi1q7tClVVZrAwYkRLWFvr8PaprhZj//43UoAdH5/D/d/d3Qz+/p2xadMjeHjshqXlFg6wlZTkER7eB3fufMXMmRdharqRA2wAuHFjnEzAJgJ69fo5YPfseRg3bnzGwoWenOIkaayC3a6dKQ+iAeDKlWQMHnwc1dViTJ3ahgfY48adwePHqbC01OYA+8KFJLx7l4Nbt8bzAHvcuDP4/Dkf7dqZcYDdufN+PHz4DWPHumDdOuYeswr2vXvfoKAgh6NHh8hUsC9eTIJAwAyC6ivYd+58rT0fPmBPnMgo7trayrh+fWyDCva0aRfg5GSI8PA+mD69HZKT8+DndxB5eWWwsdHFpUujOAX7+nXmvrKAPXDgMURHx0NbWwW3bo2TAuxVq2JRVlaNiRNdpQD79OkE/PbbKYhEhLFjXTjALimpxKBBxzkFmwXsyZPPcwq2JGCPG3cGZWU1GDKkDrBnzLiA+/e//TJg9+x5CI8epSI1tYgH2Pv2McuWv3+fg1mz3GQquzk5pejWjVGjlZUVZAL2gQNv8PHjD5w5MxwhIX54+HASSkurcebMB3TubMUD7O3bn2LmzEvIzy/Hjh198OTJFPTv3xyfP+dDLCa0b98EN28yUDtwoAMcHAx45+PnZ4v09GKEhj4GAO6eN22qhfbtm0qd/6dPP9Cp037cvPkZY8Y4Iz5+Bvr3b46VKztCV1dVan8WsBMT81BYWInr18f+jwD2smW3sHnzYygqyv1bgJ2bW4bNmx/By2sPvL1PcoANABERfSEnJ0BiYi6WLr0Je/ttaN16J9eW+fiYY9y4VgCYfqC+OTgYoGvXg7C338YBtr6+Klau7AiAgc/65uxshL//9oGPjwXvcw0NJfTu3UzmMu26uioQCjtizBgXqe9++80Ztra6UFTkt2tycgIEBHTG6tWdpMqMHesCc3NtaGoqS30nFHaqnbXlfz5+fCsYGKjB2Fhdqszy5b6oqRFjzJjTCA9/DkdHQ8TGTsDJk8MwYkQLNG8ufR/mz/cAEWHJkhvw978LNTVFnDw5DDdujMOwYU5o3166fWLahU7cu8Gam5sZrKx0ZN5vHx9GLXd1NeF9bmioho4dreDkJH2/dXRUsGXLY5iZbeIAGwCio4fxFOzu3Q/i3r0SWFuX4dy5LhxgS9qNG1nIzCzHrl2JAOoU7IsX05CTUyEF2IsXP8eHD4XYurU9pk5tjrNnv2Ly5Pv48aMSy5a5YNmyVhAIBMjLq0DXrldw/Xo6amoIERGenII9YMAtFBdXoVUrPZw7102mgj1gwE04OuqgXz9z7NnTAYqKcrhyJRWTJ99HTQ1hxgwHDrA3b47HypWvUFUlQni4J0aPtoVYTFix4iXOn/8GNTV5HD/+nwds4P+gki0QCJwAhAHwBFAAYDeA1UQkktjHDcABACYA1hNRYGPHrKqqwvz5M/HuXQJGjx6JkSPHQVNTu9Hz+PatAMnJWewvAgDatTOAtrYKLC238Ka1AEBBQYylS2swb94a+Pv/haioo9i7dx8ePNDmXEQWL/aWAmwAOHUqAUuX3oKysjzOnh3JTStOnHgOhw/HSe3/4MFEqSnC+HgGOCVt2DCnRq/x06cfUtfRv39zKCv/s8e/ffszTh3cubMfB9h5eWXw8zuIV68y0ayZHsLCeqFJEy0cPTqEK/vqVQa6dj2AmppqdO9ui/DwPjIBG0AtEGbD3l4PN29KA7Yse/ToO759K4S6uiJKS6tl7iMQQEodWbWqE3r0OMSbXgQYlS0vbxHmzr2C7dul1YmYmJHQ16/rsA8deov16x9AXV0Jixd7Y/nyhgH78eNU9Op1mLuXQUHdGgRssZjQs2czHmDHxCRi2LATaNfODO3bN8GmTT14CvanTz/g5WWOw4cHIyOjGFevfoSenipu3RoHFxemsWEV7MLCCvTrZ48DBwZxgJ2RUYLOna0QEdEHYnElz0VEXl6AU6dGSCmHrIuIQAAcPjwYv/3mzN0XVqUMCfHDtGntuDLV1SL89tspnDqVgKZNtXDjxji0a2eG+hYW9oRzEZk6tQ0H2KyCDQCfP+djwYJrOHHiPXdfAwO7oaZGjBkzLnIuIseODZGpYFdW1mDRIi8EBXWTUrCnT78IOzt9DBniiICAzpyC3afPURQVVcLGRhdXrozmFOz373NgYKCGs2dHcIAdGfmScx9atoyvYHt7myMios9PAfv338/j7dssWFho4/bt8RxgHzv2DpMmMe5Jq1Z1wu+/t0J5eTXWrbuHRYu8oKgoj9zcMgwadBwVFTWwt9fH7dvjeYD9559XcPXqR6irK+LSpdHo0MESeXllWLEiFvHxObVuJf05iIiKeoVZsy4DYOBn2rR2yMgoRmJiLr59K4KOjiouXPgNBgZqqKiowdy5l/Hp0w9OfQYAb29zdOmyH+rqihg61AkTJrTC9OkXsXChp1T7xwJ2amoROnSwQHh4H2hqKuPcuZEy71dGRjGmTbuAL18K4OJizMH+v2Osgh0dHQ8rKx1s3drz31KwBww4JlOBzslZBDk5AUpKqtCq1Q6e0ggAFhZauHt3Evf32LEu2LfvNc/dgAVr1lRVFZCVtZD7e/BgR6xde4/XVo4Y0QJPnqRJzNoy1q+fPVRVFdGlizVMTDR4rhqDBjng48cfuH79E6+Mu3sTWFnpwMhIHQ4OBoiLy+a+8/W1hEgkxsmT73lljIzU4etrCYCpG5cvf+S+s7TUhqOjAVatus1rwxUU5DBwoAM0NZUwYEBzbNtW11YrK8ujZ89mmDnzIo4fj4emphJCQ3vCw6Np7bk7YuvWJ5g7l69kDx3qhICAu1i//iEUFOSwYYMfBg1yBAB06GCBCxeScOvWJ1RLdDPDh7dATEySVH/LzuKOHNkSoaFPeM9yxIgWuHv3K+Ljs3llhgxxhIKCHHr3toOurgpPJCooqMDt2195+3/48AcPsAcNOoaXL7MhEBQgKMgL7u7Me/r581Do6irjwYM+WLnyJW7ezEDXrqbYudMblZUiLF36gnPtiI7uzAH2wYMfOReRgIA2GDu2GS5c+Ma5iEycaIcFC1oiO7sCp09/xdKlLwAAKiryHKhLuojY22vh2LGOjbqIGBqqYPdubwkF+z7atTOAh4chVq50hUAgwI4dHzgXkZUrXTFyJF/BbtVKDwEBrdGhgzFKS2uwc+cH/Cft/whkCwQCXQA3ALwHMACALYCNYJT15RK7HgYD4skAtgoEgrtE9KCh4/bv3wtVVZUYP34Ejh07jUWLlqNlSwc0aWIKMzMzmJs3hZ6eAcTiGpSXl+Pr1zJs21aFmppsNGtmju/fs1FZqY/SUgEqK2tgaakt9bLo6ibB03MgAEBbWwve3m7YsSMdb97Ew8hIHbt29ZUJ2ADjowswI8WBA49xoG1joyu1LzO9+hzp6cW4cIHxg42JScSECefQvLkBHBwMcPp0AgCmoSwtrUJy8g+0amXMQdirVxkoLq7E4MHRcHQ0hLa2MlJTi5CQkItx41xQVSXCmzeZaNvWjOvMEhJyYGyswVNm61tUVH+4uZlh1ix3noLt53cQGhpKsLPTQ2zseDRpwvelfPUqA927H0Tz5vowMtLAkSOyFWzWJk5sjZycMmzf/gwHD77BokXS0971rWtXG0RHD4OTkyFu3PiMJ08Y394VK2K5fUaMaIEbN1KQm1sGgFEFunWzwd27X6Uge+hQJ2hoKMPUVBrwra110KePPfe3pIK9YYMfz9e4vrGzAa6uxrC01MH+/bIV7B07nkMsJikFOyYmEUOGRKO6WiwTsFkF+/DhwbCy0oGiohx27OiDtm3NZLqItGtnxgNsW1tdODgYICaG9cFWRHDwA2zY8BDy8gIcPTpECrC3bXuKFStiOQWbBWxWwfbyMsegQQ5SCvaCBddw6hTjInL69HCZgB0a+hihoU9gZKSO1as7cYD9559XkJ5eDGVlea7j2rnzBZo21UKfPnaIiqrzwb579yt8fS0RHt6bB9j373/jXEQmTnSVCdisgj17thtWreok5SJiZqaJ2NhxPBcRDQ0lXLs2Bp6e5jw/9NDQnpgzpz0qKmowefI5zkXkVwCbVbC7dbPGrl39eAr2pEnn4O1tjj597LFkSQeUl1djzJizuH79M75+LcDatV05BbtdOzOcOzdCpoLt4GCA48eHwteXAeyuXQ/gx49yeHmZ48SJYTwFe968q2jXzgzjx7fCrFnuyMgoxqhRp1BYWMmD2oqKGgwZEo1Ll5LRtas1Nm3qgcePU3H27AeEhj5Gbm452rSxxcGDg6CiooDv3+2lrv/Tpx/o2HEfbG31YGWlg0uXRslUOlmTVLAHD3bAzp39/kddRBQV5XD69Aj07St9rv+Kde9uIwXZffvac22wuroivL0tcOtWCm+fP//04P7/4ME3rF17DyIRwdxcC9+/F0FeXsADboBx3WLbmaSkPMyffxWlpdVo2lQLqalFAAALC210734Qbm5msLbWRUlJFU6dSsDkya2RnV2KadNikJ9fDmNjdWRllQIA3N2bonPnA7C314OLizEcHAwQFvYUU6a0RllZNSZPPofU1CLo6KigpKQKNTVidO9ugy5dDkBDQwnt2plh4EAHrFhxC5MmuQIAZs++jHfvsqGiIg85OTmUlVWjf//m6N37CHJyStGihSFmzGiH+fOvYeBAB+jpqcLf/w5u3foCgYBx98jLK0fPns0wY8ZF3L37FY6OBoiKGsABNsDEWR05wohcZmYaSE8vgYuLMaKiXiEi4hm0tJQwerQzB9gAcO3aJ2ze/BjV1eDut66uCj5+zMP8+dfg5sZcz4kT75GcnIeRI1vizZtMLF16E5WVIq6MQMDMKvfrdxQeHk3h4mJcO1j5jIkTW+P790L88cdFFBVVcucmy9zdm3Bq/OfP39C58z6kp/+ApqYiDh7sisDAOiC3sTmJBw/6YMCAG8jNrcT48bYICnKDQADOB7tbN1OsWtVaSsH29DTEoEGWmDq1Oc6c+YpZsx6hZUtddO1qAjs7LfTrdwMPH2bzBkABAa4cYE+ceA8FBVWwt9dqUMFetuwFqqrEPAWbBeyaGuIB9ubN8Vi//i1cXHQxbVpzjBrFKNh///2ccxFZs6YNB9gjRsTiwQP+YOZ/3f5TEZaSG4C/AeQD0JL47C8AZexnAAwBPJf4fjaAhY0ck0aPHkLZ2e+5qNTExEd07twBiohYT8uXz6dJk0bRoEF9aMiQvgSMIVXV5QQIydMzlDQ1FxKwqjbKdh29fZtJ+/fXpRhjNy+vgbRnzxbKz0+mHz+SaMAAJt2bgoK/VI5NSSsuruQt1c1GSD98+I0+fMiRytnKpu3T0FhHL1+m8xa9WbToKpc2jc0QwWYvYLOdsIu/sFHUQ4ceJ0vLzaSo6M8t/75qVSwBQvrtt5NUXS2ipKRcUlDwJzOzjZSYWLdK1qtXGVxaIUlbsuQ6zZlziTIyirl0Xs2aNbxUOpumaODAYzKPV9/i4jK5++DuHtnoUvI/MzbNFSCk27dTKC4uiwwMmGwI48efISImgr3+ss8nT8YTEZOTlF0Vk93+/vsGd3w2Yh/4eZq+xlbFZO3YsTiJJbof8rKInD//gcv7LZmmj6hu5TRLy83cctqVlTVkarqBlJUD6MoVJvPB168F5OCwjdq23SlzJceG0vS5ue2i48cbXmjG3X2XVBYR9n6FhEhnERky5DgJBEwEfWNZRNhjREa+ICJ+mj42G0f97cyZBCovr/rpSo6qqmvI1zeqwSwibJqx+mn6hgw5TkZGIbw0fTNmXCAjoxBemr6kpFzunDw9d5NYLObS9JmabqBWrSJ+KYsIuzBHYys5BgberX2++dxvGhmF0P37X2noUCbbRP2VHGtqRDR37uXayPu6lRxzckqkcmeztm1bXXozNmuOZOYOP78DXGaI8vJqLtNF/YVm7Oy2kr192L+0kqO3956fpttLTy/isq7UTwP3T41dQrtly/B/nAdbll29msy96+x26NAb3j5sWy25fftWQET8lWEXLrxK5eVVtGpVLE2fHiNV5vbtFCKqW8kRYLLnFBdXUGjoY/rjj4tcFo0JE85QTY2IxGIx5eSU8haa6d//CGVmFtPRo3E0bVoMl1nGz+8Al5ErJ6eUt9CMp+duSkjIoRs3PtHkyee4RYlcXCIoO7uEiJjc61VVNdxCM7a2oXT37hd6+TKdpkw5xy0k1bTpJi6LyI8fZVRVVUMrVzKZUXR0AunEiXj6/PkHzZhxgcumpam5jh4+/Ma7r+xCM/Lyq2nbtieUm1tKc+deplGjTvL6T0BIGzc+rH1eH7mFZlauvEWlpVX099836Pffz3P7snmwq6tFlJ9fTq9fZ3ALlc2YcYHKyqooKOgezZp1kUsNOHfuJRKLxSQWiyk3t5S30MyIESfox48y2r37Bc2ceYH7fXZjMzTFxyeSnNzvBAhJV9efhg3bV5tNg80yc4AePnxGBgZMX9a1607KyPhAGRkJ1L17Xf5qfhaRunq0fv0Fys9PpqioujR9CxeepISENzLb4E6ddkil6fP03N7oSo6AkCZNOszLIsIuyy4rD7ZAIKTt2/lp+oyMgqhZs40UE3Of8vOTKTU1gbp1Y67PxCSY8P9AdpFeAK4SUZHEZ8cABAPoCCAGwA8ATQQCgQ8YJXsogC2NHXT69AmIibmG5OTPKCkpRUVFJSorK1FRUYmqqipUVVXDxsYSrq4tce9eEbKzgebN5VBQ8BLFxdbccebObY+kpB/YuZOZ7jAxUUdmZimsrXXQs2cLPH78ApMnF9TuLYJAIMDJkyPQv3/DU4YnT75HRUUN77PKShEGDToOa2sdlJZWc78DAGlpxRAIgCtXRiM1tQghIQ9RXS3GvHkeCArqBkfHcO44V69+4pS3oCBG6Gen5cRigpaWMkaObImTJxnl+6+/rsPKSpvz5Tp6lAmkbN5cHzU1YqSnMwpQbOx4JCfnoW/fo3BzM8O1a2Oho6MCAEhMzOV+6+TJBOTklKJZMz3cvi2tYL98mYFly25xQY7Hjw9FZWUZqqoATU2+7xrA+CiGhT3hgmtatTLG1atjGlW9f2aLF3eAkZE6UlIK4OtrCYFAgDt3JiA09DEWL+4AgMkYsm1bbwBAePhzqKsrolcvO6SmFmL27MsoLKyEgYEap4CzbjrHjsVh6tQY6Ooy2Tr++qthxf3Bg29YtOg6RCIxF4zHzgawduzYO6xbx6hSK1b4Yv58D07BvngxCePGnUVBQQXWrOmMpUv5wbdqaoqIifkNeXllMDfXBgDcvPkZGRmMAjJgwDFERvbD0aPv8OFDLry8zHHhwm/IyirBwoXXOBeROgWbEBR0H7t3P4a2NrBokZeUD/bmzY8QGvoEAgEwfXo7zgd7377XCA19Ag0NJaxa1VFKwZ437yrOn0+ElpYyAgO7yvTB3rr1CXbvfgWACXKcMqUNkpJysWDBNS7IUU5GZImurgr09VUxeHA0SkqqGgxynDnzIsrLa2Bjo4vIyH48Bfvs2Q+1rjpiBAd3w6JFXpyCPX36BZw6lYD27Zvg4MFBsLHRxcKF1xER8RwtWhhi586+8PZmfFrNzbWhoqKAiooaPHqUijlzrqC6WsQp2AcODPypgj1o0HEkJeXCzc0Mx48P5RTs/ftfY+/eVyBigtns7PQxdGg0N8sFAKdODcOSJTfw6FEqBgxojoiIPjwFe86cyzh0KA6tW5tgy5aenII9cOBxVFaKpIIcw8PrghzDwnph1ix3pKcXYe7cK1yQ45EjQzgFe/ToU4iLy0azZno4dWo4XFyMER+fjUmTziE5+QcGDXLAkSNDZAYtA4yCPXfuFaSlMS4iv6Jgd+t2AOXlNejY0RInTw7/H1Gw1669h5CQR9DVVcGZMyN4s1j/1K5f/4SgIGa63cXFGG/fZkFZWZ7nfrJu3V0uYLR5c30kJubB07MpzM218eDBNyxefEPK5czeXh937jDqpbOzEeLismFiooEOHSyQlMTMAGVklKBTJyuEhfWCuroSXFyMcOZMAsrLmRkdyaw6zPT7JS7D065d/WBsrAEXFyPs3PkCJSVV8POzwblzI7n4GDU1Rcydexm3bqXAxEQDUVED4OBgAG1tZXz9WogfP8qlXHh0dFSwaNF1REfHQ11dEXv3DoCPjyVKSiqRlVWKrKwSNG2qhdjY8WjWTI8rExz8AKGhTyAnJ8COHX0xdKgTqqtFKC2twvfvRdDUVMK1a2N5Cvb+/a+xcmUsiIB167rijz/cIRaLoawsj0+f8qGgIAd7ez28f58LAFiw4Bo+fMhFXFw2KitFtSp6W4hEFbCw0MaDB8xsBDtTBTBuLF+/FmDhwmvIyytHnz522Ly5B5SVFdCihRGuXPmEqioR5s5tj82be3BteVlZNebOvYJPn/LRtq0pIiL6QFdXFa1ameDQoTiIxYQWLQy5uKKhQ51QUFCOefMeQSzWhJwckJ8vxokTX7jrdXHRxR9/OKJ//xuwt9dGq1byOHSoIwQCYNy4eygqqoa+vjLOnuX7YJ858w0CARAc3I5TsKOikiASERYubImlS5nMHqNG2eDIEX5g84QJdsjLq8CcOU84F5GoKB8pBfvlyzxMnfqAC3IMCmonpWCvWuWKuXOdahXsd7h2LR0CAbBtmwenYEsGOUZGevMU7NzcCtjaauLYsU5wc/vX39V/agKq75z6n/hRgSAbQDgRCet9XgpASEQhtX+PA+OrrQjgDIChRCSGDBMIBNShgyfMzZvCwqIp1NU1oKSkCCUlJWhqqkNFRRXy8vJITExEcvJnvHhRiNRUJ1RUaEAkkq93LMDJSQ8CQTFGjmyJrl1tsG7dMwwZYg9t7XRs3bodd+50hljM3LshQ8owffpI7qWXNCUlJcjJacHRcTuXokhNTQFdujTFmzc5+P6dgWpzc1UUFYlRWFgXMT1vnjO8vbUQGfkGOTk1GDCgOcaObYUPH/LRu3dMo/dYTg4QS9wpPT1VXvo+WVOJ2trKvN83NlaFo6Mebt9mUh25uOjj4MHuMDDQQFTUR54LRtOmKjh+vDfMzDSRlcVMnSkpKUEkUsS8eXfw+nUWBg2ywdSpjigoKIGCApPaz8SEcV34/j0Pjx+X4vr1r7h1K4V3bq9ejUB+fjGsrZkAkH37knDnTga2beuJ4uJimJjwO+fk5ByYmWlAXV0VpqamUFZWRlZWMRISvsLKiu/2EReXDnNzLRgZ6cHMjHFTICIEBl6DlpYiLCyU8ehRGuLj82BoqIY5c9rj7Nk0vH+fi8OHh6CsrAwrVlxEcnIePD3NMXZsKxARkpKy0by5MaysrLjfunr1GXbufIHU1GL4+lpgxgzmTU9Ly4eTkyUMDAwQG5uEoKAHyMzMxIgRLXlpDz99+oGwsMdISwM6dmyGkBA/5OXl4d27r7Cy4ge2AkBBQSVcXZtj4sRz2LfvNa9uNGumBDc3QyxZ4gt5eWDVqqd49iwPHh6mWLPGA/LyTOU5f/49bt78Cnn5MvTr1wbdujlDX18NampMpxgT8x6hoc/x+XM+VqzwhY+POZo1M8CNG8kQCu8iI6MEEya4YP58L6ir14HR+vV3cebMB5SXVyAycohMwL5wIQGbNj3B27fZWL/eD2PHuuDjxxysXn0Pjx+noUsXK9jaamP58ru11yWAnZ0egoO7oWfPZli9OhYPHqQiKSkPN24wQY4pKdkwMdFEUlIeli69jTdvsjFkiBM2b+7BA+ybN5MQGPgYlZU18PW1xJo1XSAQCJCV9QNr1z7ExYufYWOji/Dw3rCz08eaNbE4diwBuroqCArqxgH2t2+5eP06DwMGHONdm76+KtzdmyA4uJsUYH/5kgsrK2bqt7q6GvPnX8XTpxkoLq7ChQu/QVGRoKengrt3v2Pduod4/z4XHTta4urVT1Kp06ZNswYR4cuXQgACrFvXlYsh0NfXx6ZNTxET8xGVleUICPCAq6sJxGIxtmx5jC9fClFSUoGAgI7w9m4DgAm0DQu7iZSUXMya1R69e9tBLBbD3z8WSUkFsLMzwcaNg2BgoIbKykoIhefx+nUW8vMrsHZtF+jpKaK8vBo7d77G/fsF8PS0wu7d/VFSUoCSkhJkZhbCxESbO/+qKhHWrLmPx4+L4OVljrCwXsjLqwsMLCgogaqqIpSVmbqlp6eHefNi8eFDLqqqyrB7tx+0tVV496SoqBRaWuq8dzM9PR1VVUybREQoLa2AhgYDAhoaGrh0KRXBwQ9gYqKKyZOboXlzbejra6O+KSiooWlTZiCXm5uLkhJmcJufXwJd3bq2R0lJCSkplVix4i7evs3CjBnNMGGCK8LDH8PUVANDhzIBhBcvJuDs2VTcuZOJgwcHoWNHM6xdewt9+9oCqEZU1Bu8f5+DHj2aYcaMdrC1tcGlSwkICnqM9PR0TJ/eGgMHOuDgwQ9o0UIfTZooYseO13jwIAudOjkhLKwXFBQI16+/xJ49b/D5cz769LHD0KHNoaamCBUVFWhq6mDu3Bu4d+87fHwMMX9+W+jpqeLbtzyEh7/E588FaNvWFLNmucHGxgKqqqooLi7G0qXn8OJFFiwttTFjhhssLLRRUFCC0NBnePeuFAYGjJtcaWkBBAJGgIqKeoGnTzOgqCiHqVPbwMXFBEZGRpg37zrevs2BsnI51q71hZaWIjQ1mXp86lQ8bt/+ipycasyb1xUjRrREZWUl/P3PIT7+B75/L0RAQBeYm6tzZR49+oHIyLjaAYcLhg5l4qOOHXuLx4/T8f59DubO9cDs2Q+l4nfMzICJE50xaVJrZGdnIS4uHTExWXj69AfWru2FXr0soawMFBcXIzX1B8LDXyI+PgedOlnhjz/coaQkjy9faiAU3sfbt1n4888W6NvXEurqSlBWVkZhYSk2b36CuLgcODubY/PmQdDVVcXLlykIDLyOb9+K4OXVBOPGOeP27XTIyyugQwd9bN2ahDt3PuP792yIRNJpLzdvdsa+fR+QnV0NJydTHDzoAzk5OcyadR3Pn+dBU1MRa9e2gbU1M5iOifmGwMAkFBczIDtggCliYpKxYcM7iMXAxInNMGgQI1hVVYmwZMkHXL9e926qqMjhwgVPBAS8RmZmOVq21MWcOU4wN9eBrq5W7ftdjQcPUrB8+UtoaCigZUtdzJ7tBAUFOTx+nI1Fi+JRUCDCn386YfZsG5SVVeDEiRQcOMD4/i9c2AIdO5pCQUEBQUHJeP48Dykpxdi9uxWcnfVQXi6Cv/8rvHtXAD09Jaxd2xYtW5rA3LwViEh2Orb/Yfs/pWTrggl2rG/5td8BAIjogEAgiAGgQ0QpPzvowYNHZH5evzF9/ToTR440DKlEwNevxfj7b2cMHuyAsLCn0NCogZxcNeLj1fHgQZtagGWfkRN2736BiRNbS0Upt20bicxaN189PVWsXNkO7dsb4cCBN7hwoZTb7/t3fjCjr685pk1zwfbtT1FYWAFPTyOMHctE7c6dG4ufmbjeUKR+fuz6gA2AB9gAkJVVjtzcuuCXt2/zMHbsNURH98XRo/xAzdTUCmzf/g4zZjhh584XaNnSAIMHO8LERB+DBjnCxkYHf/3ljvXrb6C4uAJ9+pjCzIzppAoKyvHnn/fx8mWB1Dlt3uyNpKQ8nDr1Dh4eTdGrV3OEhDxDWVkNPDyi4OVlgunT7dG6NQNpCQk52L//NSwstDF+POMTnJNTiqlTY6ChUYOxY+3h6MiA/Zs3mThyJB6mpuqYPt0dtYwNgUCAXr0sEBx8HwoKcujWzQIKCnIYNqwlNDSUUVxchh8/KrB9+zNMmtQSf/zhjkePvqNjRysQEfbvf42EhFwMHGjHq3vW1tqwt9eBnZ0+fv+9LQQCAfbseYm0tEKMH6+Mzp0N4OZmhtatTaCnZ4hhw1rwVOrPn3/Uqj+WCAnxg0AgwMOH33HgwDN4e1tg0KC6ANh7977iwoWP+O23apw4UZfbFWDqRkZGDXR0lEFUA1VVNQwe7AgNje8oL69BZORrjBvXDGpqamjTxgTv3uXAzc0ULVsaYe7cG2jeXBcrV/pCVVUVnTtb4OnTdEye3BoJCTk4fz4RS5d2gKenGTp1soS6ujJevcrA0qW3EBjYFWpqTKacgQObY+/eN7Cw0IaOjuwZis6dLXD//neMG9cKY8a0wuLFN5CeXohOncxhYKAGJydDLujOw8MMbm6m2LSpNzczMHSoIzIySrB9O+ODnZiYiyVLbsHDwxRTprSEt3dTuLqaIiCgi1SAXdu2pnB21kfTprqYP9+zNotIFZYtu4eKikp4eJhi1arOsLNjBje9e9shMTEPM2a0h5eXOQAmCDcw8B6+fy9CfcvLK8fChV5SgH3sWByOHHmL339vi759HaCoqIiBAx1RWFgJobAz5OQEWLDgJpyc9DFtmjPatjXF8OFOuHjxoxRgm5qqoV+/pti9m8n0smqVLy9I9/XrDNy79x1qagpYu7Y7mjdnvpOTk0P37s1w5kwCNDWVEBPzEa6uzaGuro7Ona1x964Jeve24bITPXmShuzsUpiZqWP58o481djLqwny8sqwcKEXTEw0sG3bUygry8Pd3RTa2oZYv74XVFQUUFICvH6diaNH36JbN2v4+THHVlKSR58+dlBTy4OPjwXvGouKKhER8RIWFtoYOtQBysrKEAgEmDjRFTNnXkL79kYQCPgN4Y8f5di+/RlatTLBnDlWUs+FiHD48FtkZhZjyhRX6OgwYDx4sBMeP05Dr17W+P49DWFhLzB6tDPs7OoyP7x+nYEDBz5h0iQ39O1bp0Q/fZqKmJgPGDjQEW3b1g0mW7QwhLOzAby9zTFxojVOn36PqqoSODnVzbbY2xvA1DQfBw4MwogRLREd/RIFBUWoqamEjY02rK21YWOjiylT2nC+1m5uZmjRwgD9+plh6NDmKC+vBlEFnJx0IS8vQrNmOtDU1ERICKNgV1ZWwsJCB9bW2nByMsRvvzkjIuIpDA3VMHKkE0xNVdGtm01ttob2UFZm7qmhoRpsbLRhZKSOadPaYd++OKirp2PxYg9oamrCwUEPBQUVmDKlHSwsmLZeXV0ZDg76EIlUsGFDP+za9RJfv2Zi2jRHGBhook0bU3z5Uohhw1pw74aamho6drRGXl45Fi3qgOfPv+LNmyxMmOAMMzNdODrqIy4uC6NGtcWIEXUpH1u1MsH378VYs6YL8vPLER0dhxEjnODoaAJXV0OYmWlg6FAnDB9uzQ2GbG21ER+fjdWrO+L48RQpwAaYfrxfv2Zcm2FtrYdmzarQu7cLOnWywuzZ1+DlZYT+/c1hZKSBli0NYGKigenT3bjZ2NatTeHsbIyuXa0weLA5QkMfwsJCE8OGOUJbWx1t25pCWVkeixf7chlzrK114OSkD0tLbUyc2BqRkS+gq6uCESMcQUSwsNBATs4HBAe3wrt3eti3rw6ZTE2VERv7HSUlNXB3N8COHYyC/ddfz/D2bT40NRWxZk0dYF+5kop9+5iA05AQN4webYtz5z5i40YGsEeMsOIB9rp1b1FaKgc9PSV4eBjh0qVUtGung/Hjn4CoBtbWapgzxwl6evwZqNevf2D58pcoKxOhVSs9DrAfPMhCSEgcbG110LFjEyxf3goFBcW4ePEbB9hz5jiiY0dTiMWEkJA47N+fBn19JURHd4alJVBeLsKmTXHIyCiHnp4S1q1riyZNpDPP/G/b/8k82bIkdEH9z4koHwx8/9QkgUaiPASC1bX/XwUzMzPo6hqiVaunePMmS2p/gQDw8bHErFnt0KuXHcaNO4vHjzNRXS1CdPTdWjhlGgxv72KIRI548aIQxsbqaNbMmqconjr1jgNsgIn+lZMTYODAfXj6NBVAw1Oec+Z4YMmS57hz5zvy82vQqpUurK2tMWPGRSQnMw2CkZEqsrPLGzwGa/VV6/oqtyzT1GSmDx88SOV9/vZtHiIiPnBTaJJ2924mvn+vQGLiD6iqGsDY2BRRUe9w6dJHbNrUFStWPMCxY5/QpYs11NS0YWJiAnV1Q0yYcALp6TVS56mlpQQLCzOMHn0GbduaoqhIBW/elKGsjFE9SkqqcPduOubP7wArKys8fZqGoKB3eP06F1OmWMDW1hbFxTXo2vUAdHVVIRIpwsXFEU2aaOPOnS+YMeMBdHRUYGtrDVvbOneh7OxSjBt3G3p6KlBTU0SPHu1haqoFsZgwbVoMrl79BHV1JTg7G0NTUxOampqwt7cFEWH+/KuIikpEy5aG0NY25d0fe3t7/P23MZSVlaGkpIxFi65h164ktG1riupqpoPU0NDA8uU+UFdX5wH2wYNvcOhQKtLTFTB4sAkEAgFu3PiMLVveIj6+GPb2ijA2NoaqqipOnIjHggVPYWmpgxkzrvAyBygoyMHAQA35+aVIT1eEvLw2rKyaQEvLGCdOJOHZs0zU1DSBurohLC0NYWVlhVat7PDhw1csW3YTmZmKUFVVRFFRJVRVVaGhoYFlyzrg779v48aNFAgEhJycYqirN8WkSS6YNes63rzJgrd3UxQXV0JNTQllZdX4888bUFJSgKJiw1lg1NXVsWqVDxQVlTFlynm8eJEBExN1uLiY4vff3TF//lVoa6vAz88K0dEjUFxczHO9adOmKbZt04W6ujoSE3Mxe/ZlvHyZAWNjdcjJKeLPP91BRFKADQA6OppYvdoHmpqaHGDPnn0JFy8mw8OjKQIDfWFvb8D7rYiIntDQYKDs0aPvGDXqNCorq5CRUcY7touLMcaOdULnzla8z6OjmUwyvr6W+PKlrsnr2tUWHh4myMmpxsCBx1BRUQ0tLSXIyytg3bqOUFNTw+DBTujceT+Sk+sW7OjWrSkCA1+jpkYLDg5GaN7cGnp6jIL0/Hk6Vqy4jaSkPAwe3Aw+Plbc7AQAqKgYYNGiJ9DTUwcgj4KCSqirq0NZWQEBAf0gL8/AwoULSQgPT0ZqqhgTJzaDnV3ddLyysjL69fNC584uEIsVMXRoNL5/L4STkyFmzGiD6dMNuOO8fVuENWveQiQSw9ZWzGvLraysUFHxChERLxAU9ACPH09BZaUIixZdQGxsJrp1U8GkSQYwNWXc3aKibqGysgbp6TWoqFCFiwtzrMzMEixbdhZv3/5AVZUG8vOLoavLQIWZmVltGtYbiI3Ngo6OCvLzleHqWnce27f3xo4dz3H8eBpKS2uQlgb4+THfx8amICwsGSkp+Xj+PBV9+zaHgYEBnj7Nx44dn5CWVo4WLaoxZAj/mQcEdISamgoCAx8gJiYdpqYiFBQoctdvZWWF1q3tYWCgjVOn3mPHjjjk5VWidesa9OnjiOXLzaGgoAgVlbq+xNBQG8HBnaGlpYHS0irMmXMZFy58RmamAnbt6o8FC8xRWSmCuroS95xcXByxcqU5RCIBJk+OwbNnWfDyMoeKij6UlZUxYUIbDBnSHJqafEhZutQcJSWV+Ouvu3j8OB0ODpX4/DkfLVqo4o8/emPw4B8wNeXP8M6bZ4mionIEBz/E9eufYWCghoICZbRrZwUrKyv4+LSQmiUYNcoFPXta49Ch9zh+PA0CAfD1K8HLiynj7u4IA4O6MsrKyhg+3Bddu7ri3r107N79Hnl5VWjduga9ejH3dssWbRgYMO+DgYEBd7+9vFrg7dt8nDtXJ2Z5eDRFeXk1MjOLYWlpCjU1A1hZ1QVo+/u3Q2ZmFWbOvITXrzOgp6eKyZONoaOjhfnzLVBTU8O1DaytWeOLykrC5Mnn8exZFjp3VsXkyYYwNdXD7NlWKCoqgZZWXRldXV389VdPFBVV4s8/b+LJkyy0bm2MkSO14eBgClPTq2jS5B0mTVpaew+UsHMnk5avoKAG588XYOxYW6xfzw9y9PY2QmBgOzg7SwY5fkCrVrpYtaoZJk+2x5kzXzF16lO4uRnC29sIixe34uXBvn49D3p6yjhzpisKC5mc2zdvMqq2trYidu/uKTPIccqUR1BWVoOzsw5CQ5kgx5iYb5g16x1qaoA//zTD8uXMb+3b9x3+/knw9jbCb7/ZcGn6AgJeIyoqDWpq8ti3zxfe3oyLyPTpsXjwIBcuLrrYvdsbdnbayMgow8KFr/Eftf+U87fkBiAbwCoZn5cAWPQPj0nfvn3mBTWIxWJat+6OhCP+XzRoUG9q3tyWoqIOcEEF7LZ580MuIKi0tIq6dWOWhWUDDvnbPAImEMAsVS0ZiERElJFRTM2abeWVCQoKIWtrZmlTBYVVMgMFAGYJWjZYRDIgpl+/ugAvL6/dXCAUuy1bdpO3lHivXoe4YBD2uCEhD0hBoe565s69TAMHHuX+btNmJ509m0BZWSVS52VgsJ5b7prdmjTZSKqq/IDOESNOUElJJZWXV5OmJhOQw+7j6xtFb99mUkpKCr169Z4LpOnQYQ+dPp3ACwDt1GkfWVpupqZNN9Kff14hsVjMBW9Jbk5O2+nx4++kpcUEc8yadZGqqmooJ6eUhg07ToCQHBy2cc/27t0vXBDj77+f5y1fnpVVQoMGMUtAOzpu45ZvF4nENHfuZe56b96UrmuzZl2kVq0iSEcnkC5eTKSGTCQS08SJZ0lLK5Bat95Bt259bnBfIqIDB15LLc1+/fonLpB22bKbXMBedPQ7at8+khQUVvOeq75+MIWHPyU3Nyb4o3PnffTxIxM4lJdXRm3a7CQlpQDq2/cwff/OD1xNTS0kb++N5OOziXx991Jubl0QmVgspsWLr3NBtRcvMkvSZ2YWk5PTdtLSCqTevQ9RVlYJ916xddvaegslJGQ3eu3V1SL67beTtQErG3iBS2KxmAvkbMw+fMghExMmyGvChDNcYNavWnExs1S6QCCk3r0PUVJSbqP7P3z4jQtMldyWL79JHz7kyCzDPuMOHaLI3/+21PcpKfnUuTNzTD+/A1RQUC61T2pqIRdMBgipe/ftZGMjJA+P3ZSfX7f/s2dpXP3/44+LvOWXiZi2a8gQ5r1p1SqCsrKKZZ7z5cvJXNDW6tW3eQG4klZYWM4Fj7ZosZ0+feK3lbdufSZV1TWkobGOFiy4IhV8evz4O+6aQkMfc/UVYIJe2fpaXS2ikSOZutK06SZu+Xr2mhwctnFl2EA71sRiMc2fzyyNrqGxTub7u317XbAnG4Aref4AEwzNnv/Fi0m/dH9Wr75NABMIHxV1i1tWXdJOnozn+oL16+83eCxJKylh6i0gpL59D/+03hYWVpCHx+7a/mWPVJ8my6qqamjwYKau2NqGNhi8LGlisZj+/JMJtNXWbrytlLTQ0Mdcn7h378ufFyCiM2cSuP4uMPDeL923R4++c4GkgJDevs3k3r02bXbw2qyUlBRKSUmh5OS6wNzRo0/9NDCXiAkMZQOL/fwO8IKRG7Kysirq3p0J5HZ2DucFcg8fPpA2bBBygYR5eYnk5raNuw42yDEz8wMNHswspa6nF0h379YFOYaGXub2Z5dKlwxyrL9U+vjxh0hR0Z90ddfR2LEHydg4SKrdO3v2TqNBjsOG7eMFOdrabiR9/UBekKNQWBfkKLlU+ujRDKP5+ETwghyHDdtHbJDjs2cvKD8/md6/f0O2thtrz+s/F/j4fwqy7wI4Wu8zczAqdr9/eExq1syavn79REREZ84cJ3PzMQQsJwWFGdSixSAyN29CAoGADA31KSBgH6mo1EXdTpp0lquspaVVNHUqEylsbBxCGzY84EUZMw3xShIIppGhoZDL4sBaRkYROTpuqwX0PwmwIycnV9LRWUyAkMzNg7njmJoG05Qph2n9+gNkarqSACFZWDCR2mw2DslNUdGfdu58Tq9epXPgxW5stgU5udUUGHiX1zDb2W2ltLRCifPypwcPvnIdi0BQdw8qK2u4/Ri4P0LXr3+irKy6bAOAkKKiXtK1ax+lznHgwGMkFovp3LkPvM/l5FbTgAFHqV27XXTx4jP67bfdpK6+lgezd+584UCbPXc2Y8qXL/lSvwUIqX37SOrUaV/tCxvNAbazczjJya2mQYOOcQ3Y7dsppKa2ltzcdtGkSWelAJvNHDBgwFHKzKwD7ClTzhHAZE+5ceMT73mzgA0ISUkpoFHwYwGbHXj8CmDb2W0lff1gWrOGyVpy7dpHcnGJ4AYJkoDN3rMRI6K5OuviEk5FRRXUv//R2vq3iQMdSWBp1myrFGB//15AzZptJSsrIXXrFkp5eWW862Y7y6ZNN1FMDNNZsoDNQpUkYPfqdYhcXCLIxGQDJSTIBk7WqqtFXP3U1FxHDx58a3R/WZaQkE3OzuHcwKK0tIri4xsHe0krLq4gHx+mQ2rSZOMvATY7sGQ7alXVNdyARpZJDqLYZyxpKSn5ZGm5mbS1A2nIkOMcYH/7VkDdux+kr18LuH1TUwvJyWk7qaisIUtLIU2atE8KsDt33kfy8qtp8ODjMgGbhdFhw6KlYJS1mJhEUldn3qO5cy83AtgV5O29hzp02EMWFpulAPv27RQOUCdNks7uwt4bX98oWrPmDuXllXHAI1lfq6tFNGfOJVJRCZDKIpGRUUydO+8jY+MQcnYObxCwPT13k7JygMwsUdu3P6UOHfZwoM/arVufqVu3/VLnf/FiEpfdZPbsSw3eHzZzjpzcajp48A0HbZJ29mwCl03i779vSB1L1qCxuLiCOnbcy/ULvwLY7MBKMjNRY1ZVVUN//HGBg+Vnz9J+WkYsFlNAwG2uD2LbjJ+ZZJai8PCnv1TmwoVE7r4tWnTtlwC7rKyKy7oybFg0FRZW0Jgxp4gd5NcfJKekpND9+6/JxYUVi6KouLjyp7+Tk1NKPXsyWU/qZ/tp7NwmTGBELiOjEA6wKyoqaO3aFaStrUVv3tym69cf0R9/HOP1kaqqARxg+/ntIguL9WRnt4kH2Pn5yfTkyXMyMQnmAbar61ZSUQmQAmw/P0aw8fWNoPPn7/F+j92GDt0nE7B9fMJr2WIPD7AVFFbX1vNT3G+tWnWWWrUKJRWVAA6wc3MTadQoBrDV1AJ4gO3tHU5qagHUoUMED7A9PbfXDk5C/5+A7L/BZA/RlPhsISRS+P2DY9KKFQvI1taKli1bSOrqfTlQi4q6TvfvXyB9fV3y919K/fr1oIMHH5Oioj+NGXOKtmx5xAMBVsHu0+cwvX/PdMiHDr2RAm0Li40yALuY2rXbSU5O28nObiPp6JjR3r2R5OsbUVvZV9c2MKspIOAchYWd4Y6XkPCG9PRWcL89YsQJmRU3Pb2INm58KPM7VdU19OQJoyZERTHpif7++walpxeRr+9eatJkI7VsGU5ZWcW0YMFV6tBhDykq+tPZswlExAA2C2Nycqtp0yYmbVFeXhmXCsnaeguncgwdelzmeSQk5HCqkqxNWXk1NWkipN69D3OAzVpo6CMuHR6boq60tIpX3spqCy1ffpMOHXpDmprrSEHBn+bMuURVVTWUnV1CLVsyL5Skgs0CNiCkCRPqA3Yxp6o7Om7jAfaiRVe5eysLsP/66zoZG4eQklIAXbqURA0ZA+vnycMjklRV11BsbEqD+xLx4YtN0cQq2NragbRo0TWuUz91Kp5Lo7Vs2U0KD39KgJD8/W9TUVEFeXntIVPTDdS+faQUYPv4RDUA2IXk4RFJlpabqVu3UHrzpg4+xGIxl1ZMsrPMzCwmZ+dw8vCIlAJsVsG2sdnCvVeJibnUpct+qU5GUsHu2nX/PwJsVsG2tNxMgwYdo9LSKtq27QkJBELaufP5T8uzCrav714yM9vwU1B58iSVNDSY+tWz5yEyMFhPPj5Mp3vu3AcpoCVinnHbtjtJWTmgUcAGGEVaErDZmbihQ6O5/b9+zec6/B49wigurg5iJBVsdrZH0jIyirhUnLJglLWYmEROoZ0370qjgM0q2JaW0oB969Zn0tBYR56eu2UC9v79r3iDD7a+2tiEUrt2u2Qq2F5eu6UAmx00+PkdaFTBVlT0l/n+bt/+lGt3/hUFW1HRn1auvPVTBdvXN4oOHmRS9tWHbFYocXePpKVLpQH7+vVPZGwcQo8efec+YxXsDh2ifqnesgq2jk4Qdeq0j9enicViWrLkOm3b9oRXhlWwlZQCqGPHvVKAvWPHMymwlRyUd+q0VwqwL1xIpDFjTlN1tYj3Oatgd+y4Vwqwnz9Po379jkgpx6yC7em5W+o8UlLyqXv3g7yUlJIWG5tCEyeepcLCCurceR9paKyjjh33ypyFun//Dbm5rScbmy3Up89hDrBfvcpoMCUlq2AbGq6nLl32cW1fUlIuT8SQNFbBVlNbS76+e3kK9uvXz0lTU4Nu3jxFHTvukOprBQIhvXv3mgfGjIL9RAqA8/OT6evX91IK9qpVZ3mAPXBgnRLOpvv76y/p/v7UqbsyFWx5eSFNnXqEA+wDB25S8+Zsnx/NA2z2GnbtusZTsL28tvMA+/v39+TtHV47IJJWsE1Mgqhz5x306dO7/ycgWxdABoDrALoB+L3WVWTNv3HM2mmFv8jIaAS1br2pFrBv0Nmz+6lZM2vatWsrr+K+eJFONTUievo0lSoqqqm0tJK6d2cA29g4hAMB1nbtes7Bp4XFJpmAzSrAHh6RlJVVTCdPniU5uZmkrLyYTEyW0ODBwWRgEEgbN8bQ6tVneRWSnfpQVFxC9+595ToydlNRCaD5869QVVUNzy2EHUz06HGQrl/nQ+Dz52mUnl6nrHfuvI+ysoq5jkVJKYCb4q+srKFhw6LJxSWCdHWD6OXLdCJiYKx16x1kZBRCHTvu5fJgR0W9lHqpvLz20K5dzyk1tVBKaZcF2vWnF2NiEklR0Z/U1NZyHVRpaRV17bqfK7d6dSyJxWJ69iyNcxGpr2D7+u6l5s3DeIDNuHIEyQBsRsH29Y2SAuwpU86RhsY6att2Z6MKtp3d1p8CNqtga2kF0p07KQ3uS1SnYLOAQUR08+ZnzkVEloJtZ7eVVq2K5TqU58/TeFP1/5qCXci5O3Xtup/evPnAdf5sZ6misobc3HbJVLBdXCK4+1haWkWTJ5+rbfzqFGzJXL2TJ5/jfru6WkTjxzN5cv8dBZt1EWEVbMnczvWhob6xgA0wCjabk7chYxVsX98oGjHiBFVXiyghIYeKiyu5AfHQodG8zl5yEMXmrpe0lJR8srUNJXf3XVKA7efHtBVt2+6kHz+Yjvnr1wKytt5C9vZh1KXLfoqLS+Se2dOnqRysN6ZgOzuHk7v7rkYBm3WF+ZmCzbqWyVKwJQF18uRzMhVsT8/dJCfHB2y2vrI5oqurRdwskywFm1ULG1KwV62KJQ2NtaSoKHudgz17XnDnybpqETHtCTugkhwgXLv2kWu3G1OwWTVXTm41Lye2JGRLzkTKUrAlXcbmzbtCRHwXkV9RsAsKyjkXkfoKNusKxg5AWGFF0kVEloK9Y8cz7j27e/cLdywWsGUp2Bcu1A3c9u17xX0umSNfFmDr6DCzvStX3uI+P3PmPeciIguw2fdgzJjTDd6X0tJKbsZEloJNRJScnEdubuvJyoqvYN+795XU1ddSr16HqKKimsRiMfeOZmfzc8+z/RMrCLRuvYPy8sp4ZSRdRCQVbNYqKipIVVWFUlPfUNu2YTL65PWUmfmBBgzYQ82abSQ9vUCKjLzOgaysbd++G7X5pKVdRPz8dpG19QaysdnIAXZychy5uvLdY/X0AjmIzs9PpjlzjpOcHDs7Lq1ga2uvpb//Ps391tq150lPL7BBFxE1tQC6dKlOwfbxCaf27bfxADs+vs5FxNk5lD59ekf5+cn/90M2MVDsBOAWgPJa4A4AIP9vHI9+/EiiefOia6FTSL//voZatHAgoBlFRGyR+TKx/n6sy4Gn524yNd0gBdiSjVH79pEyAXvwYGaKpmVLpkHPzS2lNm121DZ462jOnMVkaNiXmjdfwvkjAULq23c3dewYQUpK/uTpuZUAP26KW0HBnwYMOEKXLiVRVVWN1AukpTWLADdSUtImZWUlatLElBYvnkufP9cBHwt37HndufOFa+zOnftARUUVlJVVwinYTZtu4gA7N7dU5kIzkgtsAEIKDr7HgZqkLzYLKX/9dY3nasJubdrs5M7z8uVkzv+d7cBLS6to0qRz3MCHnep/8iSVtLQCydc3SgqwgYYV7LlzL8sEbIDx7ZblItKQgr106Q1uoPIzwF6y5AZ3rF9VsPX1g3kKtqbmOmrfPpIH2JIdseRiKURERUUV1LXrfnJ2DpcCbHaxhYYAu3fvQ9zzachFhKk/zAxIZmYxt+BIfQW7c+d9JBAwMQKSgO3tzcB/p051C9+wCrazczgZG4f8YwXb3j6MmjcP4wG2r2/ULwP2uHGnSV5+9b/sIjJy5EkewG7eXAcJu3bVqeeHDr0hE5MQ3iBK0iRhoEOHPVIKtqbmOho06BjXEX/5kk/W1lsIYBYMkuWDbW8fRqNHn2zUReRXFWx//8Z8sOsU7P79j8gEbNbFQtYCQJKDD9YHu3PnfdSs2VYpF5GRI0+SpeVmsrUNlalga2kF/tQHu1WrCK4eSxqrYLu6RlBYWF2dYQcInp67acqUc1IKtq9vVKOAvXr1bXJ1jSB19bVSi86wduJEPLVowcQ0yALsa9c+cvWZbQ9KSippzJhTpKwc8MsuIh067CF3910yAZtdYEpBwZ9OnXpPRHULSPn4RMkE7H37XnFtODtwZNsMH58omYB96VIStzDYnDl19y009DG5uzPxJfUB+9mzNE44GjToGLdQ2ZkzCdSqVQRpaKyVCdisC43koLW+saKOp+fuRgG7RYvt1KxZKA+w796tc3ccM+Y01dSIaMmS6yQnt5qCg++Tm9suat16Bw+wZQkCrKA3f/4V6t79AHl775EJ2Ky1atWCrl2LpsTEt2Rvv4nXx0ZGXucUbGvrDbRq1VmSk1tNU6cekQnae/cyCra5eQgtWXJKpouIpC83u9BMmzZh5Oi4mRYsYPqWmTOP0du3r2nNmvPk5LSZOx97+00cYB8+HMu5iMhSsG1sNvIWmpkz53itCCftIgIw7rdPn9YBdsuWoeTouJkH2D9+JP2/Adn/4xcCcD7WAoGQtmw5TcrKShQSUgd7sqz+anGGhutlAjYbDCfLX41VsOXkVtPQocc5wHZ13UFeXrupefMwSk0t5FwgJDd19QDq1o0ZfRoYBNLDh88IYHy3bW1DydMzkpydw+j58+8kEol5ZfX13cnLq+7vjIx3dO9eDE2ZMoZ0dLSpb9/udO/eLSoqqqApU87xOpotWx7RuXMfqLpaRNbWWzjftfoKtofHbnJ13cED7MTEHM7/W1k5gBcgU15ezalHQJ0/9dWryVLXLhAIadq0GCJiOnAVlTXk5bWHB9hdu+4ngUBIPXse5ACNBWyAr2APHRpNcnJ8wI6NTSEnJ6YxlqVgs2BYX8H+/ffz5Om5u0HAnjXrImlpBZKLS8QvK9jduu3/KWAfOxYn5Z8rqVhNnx7DU7BNTDaQjc0WmYDNgk7z5mH06RM/yJHtnBpSsFVU1tCQIcdlAnaHDlFSLiKsgj18eDQH2CUlfDWovoKtqxvEBckS8V1EWFXy4cNvNHXqeakp5IZMMsixb98jUgr2nj0vGi0vqWD36HHwlwC7U6e9JC+/mkaOPMk7z40bH5Kj4zbS1g7kATYLkVZWWyg4+J7UMVNS8mnAgKNSMCDpIiKpYH/5kk9t2+4kK6stUoD99Gkq5yLSkILdqdNeMjHZ0ChgX7mSzLURjSvY5Rz8/UzBlnSxYO3w4bdcLEp9Bbtdu108BZt1EZGlYDc2aGBWML3BExrq286dz7k6I6lg37z5SaYPuWSQ4+zZl0gkkl1fWRcRObnVdOxYnMx9TpyoGzgHBNyRCdgqKmtITm41LV16gwNstt5267b/XwpytLUN5bXhkgp2p057eYDNKtg6OkH0/LlsBdvNbRfnZlh/UH75Mj9ehVWwHR230YIFV3mAzd5/yRVkieoU7KZNN9H48ad5gM0q2PUDTdlBq45OEA0efKxRwGbbrCZNNjYI2GyQY69eh3gKtotLOOnrB3OAXV0t4tz42M3FJYLS0ph298OHHHJ2DidLy80cYBMRtWu3i1dGUmCqb9XV1dS6tTMdOLCtFi5fcaCtqhrAKb96eoEcYANC+uuvU1KQvX//zQaDHAcN2ktWVht4LiKSKzna22+i9+/fUH5+Mj19+oJzkZXc5OSE9OXLO+63VFX9qU2brTzAXrfuPMcHshRsD49tPMAeM+YAB9iyFGw3tzD6+DGO8vOT6c6dJ7WK+38h+x9BNvsgx449SPn5yRQYuIoMDH7jPWRJy88vl8oc4uoawQtcYBVsPb1g8vXdKzPI0cGBgWRJBdvVlVF/7ewYOD19+r1UhWO2BQQsIWAOqalZ0NevL8nNrTP3vY5OEPXqdYjmzLlEw4dLZtZYQSdO3OQFb0q+LN+/v6bg4JXUpIkpderkTfv27aTXr59TZSU/KOPy5Tr4VVDw55QV1kWEva7v35nOLSkpl1q1iiALi83k67uXAyQiBrDZpWUNDNZTXBwz6s7OLuGmiVhwCAt7woHw2bMJ3HNgfbCrq0Wci4iR0XpycYkgP78DdPPmZ+5zWQq2rCBHQ8P1NHv2pQYV7CFDjstUsNXV10pBcf0gx58BNusm8asKtorKGmrXbicPsNnrbSjIUSiMlQLsceMYdwu+gl3KBWM1FuQINK5gSy7PzvpgA7IVbF/fKDI2DpEA7Lql2+sr2NOmxZCJyQbORURSId6+/efBTh8+5HBLqLMd1u7dL0hJialbv6Jg9+59mOtg/xUFe+7cy1KAzdb3vXtfcZ8fPvzml4IcASGNG3eaB9j29lvJw2O3FGCzCraf3wEpBZsJWt3y0yDHbt32/1TB9vLa/VMXES+vPdS27U6ytQ2VGeTI3q/GghwdHLZRYOBdyssr4wbB9RXsCRPOkINDmEzAbtFiO3l4RDYa5GhmtoGsrLY0GORoabmZTExCeIB969ZnatNmJ2lqrpMCbFYhbUzBXr/+PhkZrZdyEZG0EyfiycYmlBuE1D/WrVufucGOpILdv/8RAn49yJFtH2Qp2H//fZ3rDyQBe86cSwTIdhGRHJRIKthC4W1SVPSXqWBfvFg3MyKpYEdEPOPcQOor2C9e1LmISCrYZ88mkJUV8x405iLyMwWbbfsbU7DZNkaWiwjAZOxh+5qbNz9L9fnr1t0lIr4gwMaMEBF9/vxDqsyECWcarFe3bl0mBQUFunv3HL17d5dMTY0pPHw7+fntJHv7TSQvL6SOHSNIKDxLrVtvJWVlf5mAvXfvDdLTW0d2dpsaDHJs1mwj3b9fB9h+frtIR2cd2dtv4i2V/ubNK6kYNkBIS5eelgpynDePr2Dr6q4jW9uNPMCePJlplxtSsHv2jOQBdp8+TD8nqWDfufOEdHVZ0fW/kP2PIdvScg2FhAgpJyeRBgxgswIspseP6wJDWJNsGCS3gwdfE1Hj/mpEdQq2r+9eatFiOwfYAwceJXX1tbUZPYrozJn3HETq6QXX+70ltf+uIjMzP3rx4gb16PE7972b2y6aM+eyxP7L6dChK7RkySkOssaPP0Tx8a9p8OC9lJwcR4CQm8rJyoqn9u2FBPQiGxtLUlVVIRcXJ1q4cBa9e/earKw2886HbUADA+9xnZukiwirYA8YcFQKsHv1OkRycqvJz+8AD7BZmAWEdP48My2blpZGaWlpFBV1l9TVZxAgpO7dQ6iqqi5Sfs2aO2RisoHn48de89y5l7kgRxYc66fpayzIkU1lV1/BXrbsJgfFshTsOXMuU/v2kb8E2BMnniUPj92koSEN6/VNcop87VqmEZZUsJcvr0vTd/z4O+78G1KwBQImbVd9H2xX14jaQZO0gm1nt5U6dIiSCdj+/hfI1FQ6yNHJaTt5eOwmF5dwKcBmOys25VViYi5ZWm4mN7ddMl1E2Ofx4ME3evToGwfj9RViWcZ2WPLyq2nixLM8Bbtdu5286X5ZxirY9vZh5OS0/ZcA29x8k8zz27LlEdep11ew9fWDyc5ua4OAzQJzfQWbBS9390jKy2NSKH75kk89ex7k2on6gG1nt5ZMTYU0btwZmYDNBjI37iLygQOhXwFsgFWw+T7srILt7h5JU6acl6Fgv5EZ5Kio6M9LKympYDdpsrHBNH2urju4+sha/SDH8+dlAzbb1kgCnqQCv2DBVZkKdv3BrqT5+zMKto1NKB0+/FbmPidOxFOTJkJq0SJIZso/VsH29d1LU6ee4ynYlpabycUl4l9SsAcMOCozyLF16x2kobFWpoLt53dApg+2vX0Y6eoGSbmIMHU5UupeX7iQSBYWm8ncfJOUiwjAzL5FRDzjlXnxIp3MzTeRk9M2KRcRBQV/MjPbQCtW3JQC7GbNtpK7eyTvnar/Pki2WX37Hm5UwWYTJhQXV1JaWhpduPCcy/bEKtis1U95CzAKLZPmcz9PEGBtzZo7UmUAYYPpEWtqaigiYgvp6+uSjY0lde/emVxdW3Ll9PQCSSisU7BXrz4rE7DZvlUSwDMzP9C4cYe448hSsLt02cEDbHZbsuSU1DU8f/6C9u+/SR06MEzQUJCjpIvI6NEHyNp6AzVpsp4X5NixI3PPG1KwBw2K4gG2u/s2Dsj/C9n/BmTr6rahFi1cOPVKU3MNGRm5UnT0AV7FzM0tlaoApqYbaOjQ46ShsY7+/vsGdegQRe3aSfurERHdvv2IlJTm1YLfLFJX1ydFRS1SUZlLgJBatw6hxMRUOns2gdq3jyRFRX9asOAqvX6dRMAsCaityzEtEAjJ27suoFFOTkjZ2UXcCB1gggXZygIIqXfv3fT5c10eWQeHOmh++PAZ5eUlSnwnpNTUN3Tx4hGaNWsy6evrk5zccqn70KFDFIlEYhIKYyVcRHI5RVWWgs122AYG6+nt20wiYgCbzVMtmaaPiAnwOXLkLsnLC2ufU28SCOTIza01vXpV17nl5pZKNVR6esGUk1PCKdiOjtuoXbtdPAVbXz+YWrfe0WCQo7NzOLVps0Omgt216/5GgxzV1dfStWsfqSGrn6bvV4IcWSWMha9btz6TmlrDQY7KygEUFMTP+8oEOTIdaGNBjuyUO2uSQY5t2+7kII697j//vExWVkIaODCiwTR9kkGOEyacIQWF1Q0GOXbtup+Ki5lsANXVIu6+1lewW7TYTuPHn/llwJbssCRzGv+rQY6Jib+mYNvbh9HEiWdkKtgmJht409ySg6igINkuIpaWm8nTczd5efEBm3VVk6Vgq6isoeHDo6UA28cniqyshDR2bFSDCram5jrq2/dIowp2mzY7SU1tzU8Be/DgY6SnF/xTFxFZCvbBg2/I1HQDWVhspjVr7tTGskgH5VZXizhwk6Vgs6p3Qwr2okXXuBSdshTsiIinnJ8v30XkMxeELHn+V64kk44O44rDKtiy6k5IyP3a9nw1l0Wkvp05k0Dy8qvJykpIS5eebBCw69oDkVSQY2Ji4ykxmYFQw0GOS5bUKdhstqmqqhpuUPOzIEd2UMJkXLrGDWYaC3L866861ZnNiFR/gEPEADbrRjRy5AkOsM+d+9BokCPbd3p77+HekUePvpO19RZ69SqDiBi3NjajmKSCLRaL6f37bBKJxPTxY52LiKSCff78Y3JwCCB9/WCaNesir6959Oi7VN+qrR1IY8acImPjEFJRWUPjxp3mAXZqaoFUGVXVNb+Uezsu7iWtW7eKVqxYRJ07e1NYGFP+t9+CyMgoSAqg2S0q6jrHFLIUbEXF1dShQwQPsLt0Yd7P+go2u928+YhMTfmCYsuWoTwFWyg8y8uD7eq6tdEgx/oKduvWW8ncPOSnQY6sgq2hEUBjxx6krKwP/4Xsf3QhACkpraAhQ7YSsIp7sNevP6KrV6PJ0FCfcnIY+CstreJcIQBm8ZS7d7+QSCTmgv/YTV19MXl6+lH79m1p+vQJVFNTQxkZxWRhsYCA/x97/xklVbV2/cO/XaGrOufcQNOkJuccJRgQBBNIEhUzJhQFFZEkKAYkI6AEJQtIEFAkSM45p4ZuaDrnXOF6P+zqCl2F59xn/J/nGeO89zVGjereYe1Qe68111zzmutzqV37azl0aK+cPn1EunSZawOBn0mrVp3FaGxqf6AqE4VKSiqkTZuvbBXQZ24vlPOnQYOOUq9elweu12onyJQpmyQw0JFE6SzLADXRwfn/mzcdtj2ffebe00xM/M5ewVbG1asqg135snsC2F26/OQGsBs1mieKMkGeemq1m03f6tX7pV49tXJ8+eW1Mn78WImKihC9Xi/+/n7y2msvSFFRgZSXm12SKCs/gwev/5dJjiNGbHqgRMSTBruyQvMEsCdO3CPw70lE3n9/h/j7T/0f2/RVnWimffvF8tprDg32b79d+cckxw4dfpQuXZZIXNy3LgC7d+9fJCJi+gOTHCtBnCcG+4MPVOavVq2JsnKlyrCnpRVK796/2IGwJwa7V6/lLgC7Tx91OLtr1yVuDLa//1Rp3Xqhm0Tkf8Jgd+nyk0uSY+3aMyU09Cs3gK1OULXP7i1dWFguffuulPj4Gf9RkqPz+TmDBGcGe9myM9Ku3SKXTpRzVB3Ozs1VfwNnBnvIkPVuLiLw4CRHo3GKvPPOSrl+3bUzmJpa8D9Ocvzsswfb0Dkz2J06/eQRYDdrNl8CAqY9EGA7dz4qO4RduvzkMclRq50o3botfaAGe+DAdf+Y5Bgc/KVs3eppopljdhC0YIGDQa3sIMTEfCPvvLPNjcFu0mS+3cZwzRq1Azx9+gH7/pMm7ZWgoC+lfv05DwTY69ZdFH//qdK06Xz55JNf5dYtV+98NclxiWg0rhKR3r1XSL16s/9tiUi7doulffvFEh/vDrAnTtwrYWFfiU43SX799aKIOBjspk1VX/uqAHvhwhOSkKA+h1UZ7Fq1Zkp09DceAXbLlipAq8pgR0Z+LfHx33t0EakkePr3dzDYGzZckqCgadKo0TyPALtyMq62bRfZO62HDzsmLXvttS32OqtNm0USF+eqwV60SPXmfvzxFRIb+6106fKTC8A+cOCOJCZOlvh4dwY7M7NYQkIc81wMGLBWtm69KufOpbkRApVRUlJhf45BlXCtWXPh3/Ldroz9+3dLeHioXLigWuf9+KOadBkf/7V88smGBzLYGo0r6L1//7JLkmNVBjs0dJp06TLfI8CutOmrX3+GPPPMEpkzZ4cEBU11wSKeGGyDYZKLTd+IESskPv6bf0xyPH78hAvA7tBh7gMlIo8+ukjS06/8/4+7yP/nF+Kkya78vPzyCtsNnSAQKvn5uS4+2P7+U+0ViojaADnPsAgTpGXLV2Xduh9l27ZVkphYR6ZN+87Odvj5vSht23aWZs1ai043UjSa0eLj86Z07txLBg78SPz91TIqK+GSEvXY/v5TpV27BZKQ8PwDAfSoUeskO/uqdO485YHbPOijKKoGy1kT1aDBDKlXb4IMHjzH6Z6on9jY6TJy5BIZPvwNgYZSu3ZNeeed12T37u1y+3a2XSLyrxhsZ4lIpcVgVQZbRG3Aa9WaKI88MltGjdou165lSevWC+Xw4SvSu3dPqVEjTpo0aSA9e3aV559399709f1CEhNnS7Vq37kB7B49VJA3fPhGN4Ddo8cyiYr6xqNNX5s2i8Tff+o/Mtjduy/9t5McW7T44V9ONLNmzQV7p8h5opkH2fTpdJOkc+ef/jHJUWWw3ZMcu3RZ8o82fYMH/+pRg92y5Q/i5/eFrFy5T5KSklwY7McfX+ECsCt1oc5sUFWbvgclOR44cEcOHUqWunVnS2zst/8jgF3ZYBUVlbskOVb1wnYewk5MnCO5uaV2JvDfGWo/fDhFEhJmSnz89x6THL29p0izZgs8JjnqdJPk+++PuJWZlJQrPXsuE1/fL9wkIpXsaVWbvoSEmdK5809uAPvEiXsuSY7Xr99w8Vx26JUX/yPA3rr1ql1G9u8w2PCvkxzff/8PDxrss3ayY/Jkd5u+yjyQf0pyTE0tsNc1D2KwJ09Wh98fbNPnsCJ1ZrD37PHMwG/bds3Npq8SYFd2gEUcEpF/YrCdkxzHjdslt27dcvnNnOsDT0mO9evP+R9JRKrOTuzMYNetO0vWr3cF2JUdjwclOYaHT7fnS1RNcqy0hq2MSgbbx+cLl46bc5Jj1Xe2MslRo5koI0f+7gKwKxnsqtp1ZwZ72LANLgC7csRwwIB1dh9sR53leh+diTi1E/mjnU3ev/+OhIR8JQ8/PEteeWW5G8CulI/4+0+1569cuaIaBnTq9JNHgF1p02c0Tpb58/+9CXec4/z5U1K9epwsWzbbzlD/U5LjihW7H5jk2KvXD9K+/VwXgH39umuSo2cG2zGT4+OPL5Y1a/bKsGE/i4+PI3esc+d59mN9883vdsziicGOi5suW7bstwPsJ59cIkFBUx8oEWnSZKbcuOEA2KGhU6V16zkuADsl5dL/guz/6EKqgOxq1b6U3Nzrcvv2Rduyj2X69NnSp88Kadhwrsds3QkT9noArZ9Jy5ZdpVevrhISUk0SE7+1PWQzZPPmHbJq1VqpXVvNHq5Z81vZtOkP+eijBaLRjBeN5j2B7vLnn1vsABvUTOG//rrp4Vif2//et++oTJq05H8MsD19YmOni9E4WXx8JsvPP/8uK1f+ZV/39NNL7A/89Olb7cs//HCkNGyYKGFhoVK79rtSv/6XkpXlAGmVSY6K4i4RUT2nl0hi4mw3gL158xXR6ydJfPwEGT16jVy7liWxsd/aKz6z2SxffjlRAgMDBOLs56PRTJSBA9fJsmVn7I1qp04/eWSwx4zZ+UAG+6GHlj7Qpq8qKFY12Gqyz7/DYFc2MP8TBrtjxx9dkhxbtFBB7YOSHKtOSFFQUCZDhqwXnW6ii0TEGQB5YrAzMx0doX9l07dt2zVJSkqSc+eu2BsCTwx27dqzpH79OXaAnZZWaB9irarBHjx4vbRrt9hjkuPLL/9rN5ErVzLl0Ud/EUVxlogcs3caPElEvvpqv/2aNmy4bJ/V9d9hsA8fTnFJ2ntQkuPChQ73kj//vPFvJzk+++xaNw12u3aLpHXrhR4Z7DZtHMtFVAY7KOhL6dz5J3uSo7PnsjPbq06V/s8MdlzcdzJmzINnyatksENDv/LIYO/dm2RPCP8nBtvbe4p8990hyc4usXe63BnsddKly5IHuoioDkjzH8hgV84Y+aAkR51ukrRrt9gtyTEsbLo0bjzPLcmxVq2ZEhX1jQvArnRUGTdulx3Yt2mz8F8C7ErQV/leO/9mu3bdlIgI1eaxckSrqKjc7iHvzGCfOHHP42+Vn18mzz67Vnx9v/AoEan0667KYL/00m8SGfm1R4nIkiWn7c+7M4P90Ud/Su3aszxKRHbsuO4xyXHmzCN2MOspybGy0+iswd6w4ZJ9FlZnuYmIa16DJwZbr1cnLcvPL5NBg36VwMBpHpMcz5y579aOjh79p4i4Jjm+/vrPcuOGg5jJzCyWJ59cLQbDZJd5GpwJgR49lrmQVSUlFTJkyHoJDv7yH236/inWrFkmYWEhMnPmFy4kWvXqXz8wyVGjmSAdOsx7YJJjSMhUlyTH5s1nSZMmMx8IsHfvPiL16n0n0dFfycMPL5TY2Olu99DPb4pkZ191YbA7dpznArDfflvt3D2IwW7bdq4LwH7sMdXmsUmTmXLrljuD3bv3YklLu2y3DAwNnfa/IPs/upAqINvH5xFZvHiR1K8/w7ZsnICqoU5ImOkGsM+dS/MIUBMSZsiSJb/IuHHqkEv9+nOkffvFkpFRJBkZRdKu3WJp2HCuPclx06Yr9iTH4cN/kaFDB8icObOkV6/l0r79YomM/Fr2778jdes6jNuffHKCGAx9q4DtseLt7ej9bdiwTyIj3adZ/3c/LVvOlq1bD8i6dX+LweBwVKl8ub77bpvdfB4cTiVnzuyWKVM+kVatWknjxvXlwoXTLgx2r17L3QA2qAxL1Vn8tm69Kg0bzpWgoC9l9Og1sn//GXvHo3JmvPz8XElNvStz564T+NgGsD+VtLQ8uX+/UPr2VdlSVwb7tl2/XJXBzsgosts0OrPqlQxOYOC0B0pEPvzwT+nQ4Ufx9p7yjwC7sjGPjf1W6tSZ9S8BtvMQuSebvo8+cszkeODAHbtn9T8x2I8++osd6FRUmOWRR36WwMBp8tBDS90Adnm5WTp2/FFatPhBWrde6DbL2LJlZyQsbLpLY3nr1i0ZMkSdNbJz55/+Ickx034OrVqpk6g4j4A4M9hBQV/K4cMpcuNGth2k/E8Z7KpJjqGhX8kPPxx322fz5isSHj5d6tefI1u2XJWPP/5LvL2nSKdOP/5LgH3njmPyl8qJZirjzz9v2D2fnRnsS5cyxNf3C2nbdpFMmrTXrczs7BI7UHhQkmOrVgvt+viCgjL7lMoPkoiAymCXl6szzVUCtqKicntn8p8Y7F27bv1bSY7Oz50nBvvAARWERERMd5FYVMa2bdfsz39VBrt//9Uekxz9/afK0aOO5PWqNn3/KsnxQQC7sr6rOlV6JYPtbJnpnOQ4ZsxONwb7668P2pKEVeBqMEyWNWsueLyHzgz2V18dsN/ryt+scuKpxMQ5NktAq/1d0+kmudhLrlhxTjSaiXZnpspwZrB79Fjmllc0btwuCQ5WpSxVJSKgukpVTbZbuPCEeHtPkRYtfvCY5BgV9Y2bHOf336+J0ThFOnb80WOSo7f3FDebvspOY5cuS6R//1VuDLaiqC4dnlxEOnRQZTGV79SxYw7L16oMdseOP3pMcqx816p+li49bZeuDB26QW7cuGnvFDkz2H36rLS3T+fOpdkTlP+JwW7bdtF/BLAnTBgrsbHRsnOnCpa//HKLy0Rw/5Tk+P77a10A9ksvrbABbM9Jjg0bfi+XL599oEQEJsjgwcvk/Pkz9jbZ+fPVV1skN/e69Oun1h+eGGy9fqK0betq01c5w+SDGOx+/X5yAdg9evxgaxcdDPaKFXuc3OT+F2T/hyD7c/uP+dpri+1/h4VNk0cfXWgD3+PdAPb9+4UuD0L79ovlq68OyNmzaWK1WiUlxTF026TJfElPL7QPvYLKBN67ly9r1lyQiIivpVatmfL++6pExNkrOCbmW9m3L8lu71ez5vcyevTn8uyz/aVPnxn243fqNE90uk9tDe10uXfvkrzxxmob4JxgqwC/91gJNG06022Zt/ck2br1gOzZc8QOsF9+eaUbgx0XN12+/fZ3l5enEnDn5FyTb76ZIKGhwdKmzTTbfXUw2DduZMujj/4iWu1EjxKR7dsdTMann+6SAwfOSOvW08VonCKDB6uZ2r/+ukK0Wq0EBDQUrfY1WyP+ntSoUV22bNkrtWrNFB+fL+SJJxwV2I4d18VonCKdO//kEWA3bjxP/P2nymOP/eICsCsb4EaN5rnNkikiMnXqPgGV4fn9d3cNp3N89dUBe2Ne1Qe2ahw7dle6d18m3t5T7AD7/Pl0e6fLmcHOyiq2M8FVNYfl5WZ7h8OZwbZaHex8ePh0NwAkInb5S1zcd3ZWvzKuXs0SL6/JEhY2XVavdgCE6dO3Sny8Coydh5u/+uqAJCR878YGjR+/2w7CnBnX2bOP2kHTwYPJYrFYpXPnn8RgmCzDhrlPqVw1cnJK7PeqssFytsf0xGBnZ5fYQfm33x6SPXuSRFHU0ZH9++/84/FERAYN+lV0ukkyYMBal/MrLzfbmfPPP99jX15aarJPvDRsmOdZ5YYMWS8xMd9K9+7L7GDAZLLIq69uFn//qdKqlStTXWkF+cgjP7sA7LS0QvvEQlVt+ioB25tvbrXv+yCAnZycJ4mJ6gQ+/wSwrVarvPbaFmnVaqFHgH327H074z9s2AY3gH3yZKr4+n4hbdqonY/i4nLp1EltcKuOuEybtl8UxV0iUlpqkmHDNoi//9QHdhpmzjwiPXsuE51uokeAvXHjZTu4cWawT51KtQMiZwb74ME79o5AJYO9e/ctCQhQr7WSwa6cBfefGOxdu249cGQqKSlJNm8+bB+Vq5zsprzcZAd30dHf2BMs1669YJcETJ7sGC0pLCy3e617Styv7AhotRNl3Tr1PTeZLPLGG+qz4onBdpbVOPtgV5bl2abvmhOD7XiuFi8+aS/L00QzrjZ9aqdxy5YrTg4YD7bpa9t2kT2vwTET6xIZMGCd5OWV2hNkH2TTt3r1ebc2NCBgmvTqtdxun1g5Wlr5jt2/X2jvNDsz2IcPp9gTNis14JWRk1NiH238TxnsmzevSlBQkGza9Id8+OGvdtCp3iPPDHa7dnNFo5n4QAa7R48fXAD2k0+q1/VPDHarVuqolfNMjh9/vMHlHirKBPnii80SFjbNqb5WAXZW1tV/THIMDZ0mLVvOdgLYZ+wzTD6IwX755ZV2gL1y5R5p317Fa2++ufp/QfZ/dCEgISEviUYzwW067+DgKTbANER8fKrLmjXL7A/p9evZduYIJsjKla72SseP50n9+nul3kPz5MkjP8ihvJty7ZpZHn9crXAaNJgr9+8XytKlDl/ISr1Zfr7I8OEp9opRHUKdI23bLpJGjdT9LBaRzz67Z6+kRo3aIT4+U2yayy8lMjJODIYXBMZLSMh7MnLkJDl58pgkJ18Sv9a2jkTPNYKt8hk1doPb1Krr1/8tubnXJTPzqjz11BI7wM7JuSa1azteyunTt7q8PH//7dC3Vi7bt2+TREU1l+Dg8XL6tDppzd69SXZrwiFD1rsB7H37CqVBA7WBeOut3+XOnVxp2PBrCQ11zdQ+dGivVKvWXYzGyaLTjZdGjT6QwMBgqVu3pwQGqp2Dli1/sDeq69dftlfgzz23XTIyTPZjZmSU2FmFxERX0D/96+P2++2Jod6woVBCQr4XRZkgq1adl40bs2XRonSPwGPnzmLp2HGbx2enapSWmux65rff3iYiKlBr0GCuhIZ+ZbflEhGxWsU+02X79ovdHCI+/3yPNGo0zzbRjAPo/PZbnjz88EExGL6Qw4fdbSsPHzFJixabxMtrsputpdVqtTfkL774m315SopVBg06KmFhX8jGjY6k2MuXM0WjUZ1OnI91L80i7TpvEJQJsndvkn35sWN3bR3B+XLggApuK5OLIiO/dgGVD4qnnloj9evPke7dl0lxcYWkpORLXJyaJzF7trvmWUTkxxV3xS/gG+nU6ScxmczyxhtpEhy8UD77bLfH7Z3j9Gl12NjLa7I9WbIyKmdzTEyc4/L7rNtYIDVrLZdatWZ6dATYvVv1zjUap7j8dpXMXoMGc10cXrZsUR2CDIbJbg3x889vFFDt2Ko+I5mZmbJ+/Qn7s37mzH0prRApqXDZTKxWq937t2/flQ8E2CIiq1adt3eSzp6977KusLBCWrTYJE2aLJeBA9e5dHhF1HkJKofyX3lls/38mzdfIPXrz3EB2CtXnhOYIM2bL5CDB107QiNH/m4HU54A9qFDyXa9ric/6uvXs+3M5vTpB+3L8/JK7ZP9jBz5u/1dTE0tkKiob8TX9ws7eXL1apb4+0+VevVm2zXBW7ZcFUVR39cHAezTp++Lj88X0q7dIvtEXc5x/HiytG+/XapXX2CfDdNqtcqgQSekW7cdEhHh8Jz/++9C6dr1gnh5TXWZVtxstkjfvislNvZbadVqoRvA/uGHMmnXbrdoNBPtdoJWq1VeeWWzBAV9KS1b/uAGsFevtki3bupv8vXXjns2btwu8fKaLG3bLnID2Dt3VkjPntdcOiYiInPmHBVFUUcv3QF2uXTvflM0mkkuEpFff70oOt0k6dLlJxk9+g+X+3brVoX06HFDfH2nu0hEnCVoAweuk+zsYunSZYlERHwtrVsv9AiwK3+fynbvnXe2y549SbLq1zzxMkyxg+XKZyMzM1P2778s1ap9JzVrfi8dO/5oB9irV1dIUJAK/Pv3Xy2lpY726dChZKlefYaEhHwl7dsv/o8AtojIsGFvSEjIJ26dghYtZv0jg+1s45eWdsXuK/0gBvuJJ378xyRHP7/J8uKLv9gB9vLlu+xykcpjVsVl9ep9Z2ewBw9eJu3bz3UB2Ckpl6okOaoA+9IllcGuXftb6dBhnh1g79t31A7gnRnslStVBltRJtiTP/8XZP+HILvqg6Z+xtsaydelW7dHZc2aRdK8eWMREVl9WKTZhyWiN6rMUdUKe/nyu2Iw7BDYJkPOrJJhslBGlC+TqIb3RaPJl0GDjkh6epF8vcMqzfvtEXC4iKSliTRvrt7h/v1vyV9/3bI3MI0bz5O0tEKpqBAZMkTdpmfP6zJmzE47aBw2bIMkZxZLmzYLbT3pKfLZZ3Pk4YcfkrCwEOn95VzhZIUw+4r6/fJOwfiF2/UPGrTU5aXIzLwie/cekVGj1klQkMO148UXf3ED2JVDLlWB9uXLB6Vhw/ry5psvSX5+mb2n/vjjKyQ/3xVUXLlSKsHBFyQ4+Ly8//4ByckplUaNfpWOHVdLhw6L7SDEbDbL8OE/2X+vhg1Hy/jxH0udOu+IVntdWrfeId27L5OCgjKxWkWmTRNp0qRYdLopMnToHomLy5BOnbKlpMQqWVkizVtbpV2Ho24Ae9kvIuHVLZLY4DeXpNfKuHTJLN7e+RITkydz5pyT1NRyCQ09IXBENm92Ze2KiixSvXqyQJJMnerOhleNWTb3iXr1ZkuJDelUzgBXp84s+zIRkWOXRaoNsEiLfmfcwN3t27l2aYmzPWBFhVVq174scFa++86zp2qvR0XQiYz/3L2BOV9qlb47UiWu36+SmekAeVOmmAUqpF+/YpftBw5cZ290nGPaPBFqigx43fW8K6VBY8bsFBERq1hlzM0LUufFZbJq9T93UERULaTKdHwh9+6pDVkla//ss2s97mO1isQ9KqJtaZXdB/Pk1CmrQIWEh5dLWZlJRlwQGXJO5K7n+Snk5zsp0uGr3+X18X+4rXv5coU0XXJLVm93dfBo1EGEYJFfVue57SMiMnPXPolI/FImTd5rX5aVVWyXfFRlXkfk5EmLuQdl2szDHu+HwTBZbtxw9aWujLfz70vTCb/L1K9Vx4sFx0SCp4rMdSL8T128LkbjJAkO/tKtg+wcpWXl9iRoZ2lMZbz77hGBJdK8+SYpLa1wW7/y6nGJiFetNUtLTfYRCG/vKS6z7N6+nWu/F1UT4SpnjtXrJ8nJk6luxyi3lkqrNmrnetSoHW7rLWKSzl1U5vzpp9e4gLUBA9TnuVmzBXZAZDZb7Lrpbt2WismkWudVyuKeeWatWK1WuX49237OlZONVI2MjCI72zp8uPvkInl5FZKY+LfANhkw4KS9kzJlylWBzeLvv01Onsy03aNyCQu7IHBWxoxJspflnKgdEvKVmxTqr79MotXmi6Lky5Iljs7L55/vsXf8Dh5Mdtln1y6L6PUVAhUyY4ajMz19+gE7iNqw4ZLLPvv3V4iPT7ZAtnz2WYr9/Jwt/6qOOh07Vi6BgXcFUuStt+7YAfbqNeftQK1SplMZN29WSPXqtwSuyYABtxwAO1uk59pMwTYTa1Z2sXTsqP7uqt2hu0Rs/8E79s5XYuIcuXUrR6xWkS++EyFM5KE+qW6SnE177oifn9qOdujwo2RkFElBgciLL6rteteuufLii44cjlKTyLS1yfbrad16ody+net2Lv9uRER08Ih7Vq3a49KeL1++SwID1fP0xGA3avS9xMRMd0lybNhQxSsPYrD37HFIRJwZ7EqbvpiY6TJmzK/SuLH7qLvBMElSUy+7JDl6e0+SbdscDHa3bgukSZOZHgG2iqPcXURatpwtjz++2A6w16372y4RefPN1fbr/l+Q/R+CbK12jNuPmVB3lbzwwgoJDg6VU6f+kt27N0jDFu1l0FwRhqmf0QsyXBinIimXOZZD0mbIXwLbZMRXB2WYLLR/Htm/Qfo9WSjZuVZ5bbkIL4v4jbTKgqUqaMsoK5DEBhYBkTp1RPbfLZJXco5KQNSXdg1sqdUkj/dVt/HzE9m5U2TWLJXJevfd7XK60Crxp6zSYdopqVFjhp29EBGZdeGmaK+VS2BGhmiumISLIjz1m9u1+/pOkdTUy/aXYu/eoy7DSZWf6Oiv3AB2JQB/5ZUVTrY3DqB9+/Yp8ff3k/v378nGjZfl/fd3uDFXWdkVUquWCvqeeCJJysrM8vDD2wRUO7PXXx8pIiJ5eflSvcYqIbRCajb4Q95/f43ExMbJoEEnBVIEUuSVV7KkrMwk+fkiTz4lgqJ+3vsgU4KC0gXSpFOnbLl50yJNW6hAsn4Tq9y75wCG+w+KeAWK4C0y9wd3WUJpqVWaNCkUyJdhw0rEKlZ55tmrAkfkkUcuuzWKH36YLZAkzZvfE5PpweyfiEip1SoJxVnS9nyS/G1jkAulVCbs3ywRDaa5ML4iIq99J8JDIqPmupe1Yt1O0es/l+ee+9Vl+aJFWQJnpV69Kx7P58oV9b54+4vkuKtIZEaWCBdFXrzr2NdqtUqdOmoDu22b455ZpVyuZ78iP64f6qb57j5YBdmrnbB3aXayTB05XpokjLUz1slSKo3kmHS2nhKL9V9Pm77qm1US4jPOLs0ozS+SBrW/Fa12otpopp8TubFNpMDRwbiZIkJzkZBuIhaLyCefqB2GN95QG/DQ3SL8IXL/ARa0z0uS1JILssvseo1Wq4jPMRGOiOQ6CCq5cUsF2AHVRco9OG+VSLk8LwvlBetiKSxzHNSav1KuH3xKvvx8sstzdttiFu/8HAnPz5HSKlN1l97/XP5YPUS+/2adx3O/JhUSIXekjjVZSs1msVpFms0V4TORFU5E6x75RDZUDJOtB3d5vgm2SJMf5XRJX/nup6/d3oWs5AwJDFguWu1SOXXKHcBkSIEMl0XyqnmJXE7KECkvlE9fUQGnsx5aRKQgY7xM/uwdefLJX1yOYxWznLUMkR//HCWz5rgnkoqInJD1stz0jnw8f6Ebsy8ickm2y5qyd+XVCTNdZv4rlL/kTNYg6f3UeJcOizVnoZzaMUSaNppi74AU758unw4ZLfXqzVLbDYtFkpe+L03ix8mTT672PBJgtUrq/k+lVcPPpE2bRS6sZuX6ZTN/F9gmjRrtk8JCdX32rZMSEbpRFGWzbN5sGzkwlcpLzx0XOCsPP3zT5V3PMm2SMVPUkZd9+267HCI3M09CQvIF8mXMGMe1Z1u3yrdLxotG4y6tyb+bLCHBZQIV8u67Zvu1lckvsumP10VRPndj7Usyr0pczH2BbHnxxUI763tP/pTVZz8VRflcvv/etcNYXnpGGjW6LJAiTz2VJRUV6j5n5Zx8fXeheHlPdMtJKbEmS5+nTwhckw4dkiU/X/29D2eL+P8uwiaRUTsypcBUIjPMK+Wxd3+QatW+k+vX3TukeyVNBpbuk8h638ozz6yVsjKTmKRCXvmwXAgTUcJFps9W33sRkTKLyHspIqGnLRLVeIEMGbJeSktNctycLU07lwuIGI0is2ap+1isIssviVT/ScQ4xyrxzX+SDz74w96RKBWrnJAS2SAFMkuyZYyky9vlefJEaZ70Ks2VdyzZ8rJkyieSLb8lWyXNNuj3wQdvS8OGb7m05/7+X0ha2hU3BjsxcYZ8+OGvD0hynCb79x91YbDbtZv7jxKRoKAvpHXrOS4A+5dfdtttiytt+rZuPSB6vatr2zPPLJXs7Gvy3ntrbcSJ5yTH6tW/lmPHTtgBdqtWs6Vata//0abPOclRr58kHTvOcwHYJ0+e+l+Q/R9dCEh0nS7iE/S1/Yc0+iyWv/ZaZMKEsdK8eWO5k3xGev/ws/iuOyfKcBGfESILdjleHBGR45Iir8h6eVp+kXfKtsjCRXdkomySYbJQBshSeUQ2ygBZKr9Yj8gHp7KEl0WMb4isteVa3ZP7MkW+kSmXNkuLFlbZn50vj8g+aS+75dPU05KfXyZFUi6fyh/yzvmjEhZmlcMnyyVP1EZ8794k+SW1TAyHTcIRkY7nrXI/zcGwL8sV0V8UCc29JzXksiQUnBe/IT+KJnC7GI2u2bzVq38rly+fsb8YX3/9u8de7759Du/st99ebV/+2GOLnZIGdtuXV27bq1dXmTfvO7cKS0QFZ8/kF0uTWZekRs3DcvjwSVm6JUO8fZeJv/9C8fKKknbtWsuWLdskIuKg4G8S2ovoO1rksRd+lPA3j0iH1wtFq02R778vEKvVKidTRHrMENH7iBiMJULPbyV4Q4YEVc+Q/v1zJTnPKs8tV4FkzDCRRldE7toItRSrWfqvLhG8Rd5+3+Mpy88V12Xw6mtSp16BFBRY5bpck2/LZsiQKX/KvXuuiKlU8mRL/iQZMmabHDumgqULslRuyBapkGK3sjeZysSvOFM6lTjQ7SG5IiNkjnxZ4arbNVkqpNlrRcJDIhequABaxSpnpZ2cMreQ5FTXlaatw+XM9MHy5wZXn/PKSP9zs/zy6nyZ+K5tv3Vfi8x8TeSm2kgOTlFB9nynNsh8N0UuDv1A5vRcIEVFjobZJPfljkRIijR0PYjZLL8MXyMj2v0pmc5t2dXlIguQ8t+ftS/aLJnSSI7JW/LgpFJ7WMwirxtEXkYKM20g7o9VYm2tyL03Bqj/73xPZCoiR76273Zi13V5pd9meeMtFTxsfO9rGd9qjOz5LUVKzCrA1v+pNoKeoo/ckFpyQc6Jq5Qlo0IF2EFVcizPbzkuX/SaK5++6M70iohcllQZJgvlM6mi1U4bKnIdkbz5LovnlZeKd36ODC6uwjBbrSJ3okVuIVLu+feeUZYhsWU35C1R79f9pHTpMv6GhE61SpkN45VLoayTfrJO+ku5PJjFFhG5IgPllNSXXHFn9WX6G2J6LEp2TVjgcd+fRSUq5otN1nBqscgkJGnuQBfdttWSKtZsnViytVJc6Do6lC275LA0k1PyuFjFHUCXS4kslddkoQyTVHHXYZulXNbIa7JUBshtcbCoVrHKLektl6WGZFkWOXawFIlcixS5jJRn2UZKcm+KzNCL9VtF0q/akvVO/yLyCWL6KkHy8x4gebr/m8hmxLw9Ru6leEi0TV4lsg45tPBluXIl13ZBeSK/xUjZ+lryy8JDjm33fyKW2cEyZ9RiyclxgPVySZZL0kQuSC05ebnKb2SpEPmjtaSselJGDLtrv+clcl3OSAs5JfXlxJXfXfcpzhSZX0Puz+ktb4zItu9TIfskRwIkR7zl8vVfq+yTJPJHpORs7SIjX70rZrO6T7oclB3SXbZLNzmWtM1lF6v5jJjygyU/vbmMfPOmC8AeJ5/LJ/KZbE12nXirVO7KMekthyv6yIg3z0hBgdoBLTRflFp/FQqbRJ47IZJvKZWvZbm8LdNlsnmx3LrtDrDXyR3pLH9KJ/lTZmdeFLPZIgWSKyvkK5l9a6n4VrfKb06nfLXMIs0uiXBSxOdomcy5nCvp1hL5XM5KJ/lTXrp0UZo1E7lwQX22/pZCGXauUJgpwkyRJitEDt6ukHQxyzIplEGSLjUkWVpKksTJdfunbVmG+BVnil9xprQ235cIuSMx1jtiWGoV5UeRTltFFuy9L0FBUfLCC44ctOeeW2Zvo1es2PNAm74BA5ZKePiXD5SI1K37nVy58s9Jjv36/WjHCMuW7ZKgoKlSr94MFx/syZM3uWGO5ct32RnsLl3muwDsoUOX28k/Twx2587zXQB2q1azxd//iwcmOb755mq7o8kXX2y2dQL+74FsHf9FkTlhM0qOCe0HS7FUFDN5YkN6dNXQrtUn/JVaQM2DZVg7DQXg1Tj4sCbUjlT3zaeC+VzhJknkUkpdwhhpaMePL+/lBhkAFBBAOUYy8WKTcpOUphX0GtCICQlBdKilcJPbLGc15ZSTUD+HPYdNvOp1mQLMdCSUz6IbUkoFk9jDbXIJa1TM8WtN2B68jg0k04eeHDW2Yf7vNylvXJtOhTfY2bo2Ro0vVoSlZZmMSI0AhED/YiyAxV9H4NftqDiXj9edALy8zBQUVADg769j7977PPdcbQBeeKE2P/98g3Pncu33LCHBH6NRyzffXGDNmlvcuFFoX7d0aSe8vLRs25bCCy8csC//66/zaLWRDBo0jDFjvmfWrDUMG/YYw4e/iJ9fBIGBRuaVm9hsNqM87kvzPz9m0LBr3G55GB57jJBDQ/j009f57bfdDB7sg4+PH8YoKANMVg3br74INRW0DYWde/R07Wjg+30wZiuYLDDwCyitk8dm7/fJBTq9/Qdz33iYRw8rnPeFh1bC4YaQaoFV+fBuqPCSOY9jT5p4va6V7xr7uj07dylmhf46poFW1jwejr+fwlr2kmfI5NVPvYjBy2X72+ylKOAUr0xTaK08RgWFXGM9gpVYOqLHx2X7s9Z0wJundQb7sjMkAdBaX8tl22LNaebPfwNL7mM0DJnisq6cO1jIR6cNJS463rHCakZ3cy1NtaXw2By36wOIuLqYIdbNMGQ1UBMO/QaXDkKXAQB8e+xd3jcJwdGfAeEAaO/epMGhb/Hp0pfMzEfw9VWPaSVLXU+o60Hy8xiydSBDAoMgxPGcUXwXAK/gGvZF7dZuZsXF45Q+NQCa1vF4zvbIvgPmcgiKwS/MdszU2ygixNStpv5fqB4D/zj7btpTv9F804c0GTUK+I78P5cQeOkSjWoNRcnQcfi9nlhiqqHptd3jYSctWEFhWTGxI8aAv7d9uc+t61wc9RIl9RrCkgWOHU7+Tq2dE2gwbhzQ0q0872PnGXA9CU27CHD+2ctOqt8G1326fPAhm5KS8J4wAVq1cqwwJ4PlPmiCQV/X47m3Gj2RWZYK4saMhhqhlK7/mbGTRhPy2jsYdDMBKLp9gkDFgFf12ngpfh7LATCXplGuXEdj9CaAzq4rrVbY9xu63DS6D2zlvnNxEd2++5HsfnXo3eQpddmZHwGI7/gYaBTHtuWLADOK/il8/BJciskpXA/+EMVgFLRuh8m/tQ1dVDkhPvWIpp7b+ux7OzBF5hKii6c6re3LS4t3U+57ES3hBGuGOnZInw+WdDC2xivkGQDk4DgUqwmlwfNE1G0OplL482MAdN0/JSDQG7ewlMKF9wDQ1htLTFyVd6YiD86o66MbNQNDHhAEZ8dAaSqG0HYM6d9G3TbjDBz/Co1YGTm6PgSrTbiIhXuMwaoUE8CjxCX2cj3GxcmQc5w4n3QWL/YDjYKYi7mjGY1VU0owfahR7zHH9lYzbB4IBXeIio5k3gIfdZ/8mxT7vgA6EwZGklj7aafryIGjj0F5OsFhDZkzPxw0CubiY1w0TkW0VhIYTN14x3HEfAlLaU8gF1+/LsyeUw1FUSiV7ezkKFbFykN0pUe1jiioz0kZ97nA61SQjr++CQvm1kaHBhMXKND2448u9fjm8hpmNhJOaJaQTAWhBPKG9hlCawQ6jo1wgdX8jj+CgVepzdCweFK5xRYWUUIhATULOX+8iJoR/gjCfq6x0esMGdYnSPDyZrZ3KgXGDIYpxZRgwYCGbonezDsqXPAqZTDpHKeE2AZexJ+qzfjWEFvbzPfmMi5LARmKBQAFSMRAa4zEoSMWHaE6A0adFm8UTBoLOVhIKreyN0Zh5z04kA6FP+dSXr6AM2fO8e67DVm69BojRjjqg4yMUnx8dDz/fC0+/bQpiqJQXm5h2LB97NyZSuPGQcyb155GjYLJzi7j3XePcutWIXXrBrBpU08iI12f59Ons/nii7MUFJjo27caixZ1Qq/XsHlzMiNGHMBsFkaMqGM/1owZF/npp2tERXkzYEA8ixZdw8dHx7hxJ0lOLsHHR8uHHzamU6dIiovNDBy4h4MHM3jkkRimTGlJ7doB3L9fwqhRx7h5s5DGjYNZurQzISEGzp3LoX//XeTmVjB0aC2+/ba1Da/cZfbsS1gswptvJjJlSgsURWHevMt8+ukp9/fz/3D8V4FsszGQR5rBJydGcGrXVd54oxX5ZTDugD/KI7OxJmqI0sH0CBhaHxRb3b6XNGZyiTwqqE8Yw6lLL2qxiqN2gG1GSxlGAAQNGYTgQwDHupbzjZLLS6Jlg1JEBCYa04CBPInOS8dUGrGBe7xHbSooYi/ruYueGAL4jB4EBWtJIhkrwmZ2ciXgHvfyHqXX8Y1ot83F2PMvzFj5hnP8ZbzHwNiGJCqRLNVa7Neti9aQcDIEU68lfDp8BAsXmrhzp5DgYCsnTmTZQfbZszkuABugosJCmzZbXZZpNHD9+lNoNApDhuxl27Z7ALz1Vn0+/rgx3313icWLj9OiRV1ycxcQE1PKhg0bmDTpecrLu/F4/zBOzx4KPhoS5s4g68o52g5awO3bgbSOL+bPRfNISkrn2LF+HDmSgNFYilfoFcpopJ6AlwJlEHBXoX5jAx9ugZn7wCLwegeoCIVdEgUWM6+UHWPTwlF0TDjEbYJI8IOiOBWwjwiCD0JhnLmQY2IiFg1TmnmjU3CLH+QKJsXKI8TR3C+I66Rxh7sYMdKGti7bCsItdgNQS+kJwD0OIpiJoBlGgl2fSyqI85rMXL0vvfgCACsm4jmJFwE0oYbL9oWcBsVKbEggVaOE6+ipjjd17I0OADlXwVwKgTXBGOy2HwCpF9Tv2Mbq971rtv/VSjnq7FKiygugz+eOfbLS1e+AIJeidCl5xG6KxxpfE/o4rSjIt21f5dwLzODVDrwdwCl8+zbCt6yHpl2hqedTtkf6TYhqChHxjmXFuRASCtHVbdfjBxUdwOAA2eV5eQAYgtTzNxUXA6D39UVKirFcvoihrOSBh20+fy5kZcDgUeDvWK7JzUZ/+ACRVpPL9hXZ2QB4hYR4LC9k5TZaz5yJ39dfw2h1mZSXUzxQQVOrPd7LGzn/qhTt3In+6lWaTnHtbHHwDCxpCb1awFCN23HEasW0ew+BJSU0/2wiAHnHjgEQ07qJfTvD12touXAtXt9Nh7cfeBvQbd5K4wkXMb32Apr3qgDJaydBEYiqDvVauO/852biFvzEO8fbo2weC3evQjpgCIP6zzi2s1ph0h9QvzM8/YZrGbcvUuv1RcT17IZ+dD/3Y1gthH//PoMLsymavA3iqqy3mImY+i6DzGXkT3wNJcp2l0Xw+fxj6ugCKR31FppItY6nqBCe+g46dYRPxoOiYDl/jtLPTmLo0w59h8lqsYsWIKdqoG1bC6XFcM83b/33cKMatIqDGm+4rz80A0w+ENoJomwA9PZBSLoMih7aLAaNFqwWOPgdKDpo+irEdLAXoZyZT/Wrl7jfqy5RoZNd64a0Y3BrHaBAu+Xgpb6byrH3qZNzg7tdmhAX8LnrPhenQclt8I2E/utBZ4TyIpSl/Qj08qZ0yNN4B3zpdH9NsPdNsFSAfyNotQE0XlB6E92F3nQ2RJLU8CVq61927GNOgeznweiPomuFxnsNiqLHLDsxWZ/lJWpxQfMVnZTu9nMzkUkyb+KFAS8a04BZ6PClgqtk8wxCPkH6MOY0sZDDEGpwjGd5l4Y8RwgB9kMLFs4wjyS28yyxaBnPI1TjKsc4z35KKKAa9ejDCLwj/CilgqUc4DA3QYEJtW/QRZfA4pRL3KKAutQkAG/epi5RijdlXlZeJ5lcLAShZbAmCL+B5cwyV3C+TG27O1X40NRg4jF8eBhvwqt2HF3+1atfRhjdCwoqYOMNC/MX51Ja6sWZM624f1/LpUtP4+Pj2HHLlhTq1g2gb1+18wIwZcpZdu5MJSTEwLx5HewA+4kndnHpUh6PPBLD99+3IyrKHWD377+LggITr71Wl8mTW9oB9vz5VzCbhffea+ACsCdNOoOiwNy57ahXL4j8fBMrVtzAVk2yZs1DdOoUye3bBfTs+QfZ2RVER3u7AOy+ff/i7t1i+vSpxsyZbW0AO5uRI4+Qm1vBo4/GugDsF17Yj8lk5ZNPmjB6dCM7wN62TSVhZsxow6hR/F+L/yqQ/XMrGFINFCWYzo3aseEKvLMTUotAp9EwrgV8WA0CbM9gVjmMuWLhXv2rlHtV0IwQRtMQBWEKW0gmB4AI/GlMC5Zyy34sBVCUbBTC2S0V7DebCNTBGGUQg0hAg9rwJeDLaOpSRjGbmUE2KTxLO3ryDIEYucNdrAgAIpBY/xLVA6/Q7C9vNikKFViZwkkOkYERLR8F+rHOWuB27RV64a3xY/nyjQ84ePB3Tp3KYM6c61itjm1atgxjzJjGBAV5ce5cLtu2pZCTU+5WVp8+1Zg06Rxbt6aQna2ub9cunEmTmqMoCo0aBTNlSgQrVuQQFRXA2bPZTJr0KJmZNUlOLuH337LRb9vIyJ19+Wb6N/zRqzvPb/NHqbiJ7sZGtm715a+/qnPqVCA6XS4G4whytTug8lwNgAauZUL8W1AeAF0awMjOsCQFdlyGZhEKA/N+Zd/imfh+t5+UWzeIj08EvR/nk+GVujAvGrYUw+ZsP2LCTCz19idUcQckf0gpv0o0HfHlZaUmAHPI5AaPMhI/jLbOVWUkkc5emtGE5sSgMncb0ALDaUg1t/LvcwUz5QQokUSjsujZXKWIo8RRjTBcAWkWOVgx4k9zt7IKOE0R6QTxjOvykGtkv9OFoIJOeILYIoVUvBmDJjUefUQdsOTBV+FQ1ABCY6CsAMoLQO8NPk4AsWYxzOgIlniX8jS5uXDxGFolzPVASiF82Bl0ka7Lr52HU0eg0buOZfdS1O9Y93vmFsmX4epZqN7esSz7AhizoYYNZG/bB3dvwfAI+ybVYr0IHNYJ/7rRADzbry7Wklh8/LwxZakdTo3BMbrgFiZ1VAgv122kRAXmio/riEVCrJG4QV3xqhXjsTjL7dsAaOPj7cusSbewnr2EFNZC0ToaNktZGaXXr4NWi09iomtBZ0/B4ZPQqKfH41TcuoW1pARtSAj6aPXaw3WlVCTEEdSmjX078+FDABiat/dYjj2O7EGpKMcrpJH7uhObQEmDfmMczIVz/LYKAKX/IPX/HT/DjsPQ52XwchpVOv83yrlDkB4PQ7u7lrHjJxSzCaO2JuA+EsXpbZCVjBJZC/+YTu7rj/8GmbfRRNUmOKKr0zH3wPXjaAPC8At61rF8xXzIuA+3a0KQygqXT5mA9fI1LN3fRR9QHSksxPrtVMjOQkZsQ9G4s+vkZcDaaVBaCI/vAk2VJjftPPwxBbR6eG8TFGlUML3lLbh/Bh6dBIEN1W2PLYATP0NcG+g01VFGYQoc+BitqYi4nM8h1KkGMJfBzuGQfxM6TobKa0/eDNcWotV4UcO80vWepv4OF8dDQAA8slUdGRKBjSMg4yJKeCI+XnNxQYGHRsP1NRBQC576HfSBYM6Fy4+DORudf1vq6N6DSiBvzYPMx1DMF9FqHoGADSiKAbMcpcQ6ADDhrTxMJx6xA2wLBSQxgjKu4kNzajALHX6YuUsebwEGDPQgiNnk8CIVHEVLLO0Zjs4JYFsxc5FFJLEdDXqa8zJRxHGCHRxkIwDteZw2PI4WLWnksJpdXKEIAzqepyNi8OID9mOgAH+8eI54OhJlP4YRDaOIIENMRJkCmVpiJkJj5jwWIhWF170MvKw3EIp7ewSQUQFpFZBWDukV0CMEYpyqoAAvGN5AS9Tn2fTuPYH69SfQqlWAC8AG8PXVkZZWSmmpg5R7//2GXLqUx8SJze0Ae/jw/Vy6lEfdugEPBNjPPrvHzmA7A+wRIw5gsQiff96Ud99tiKIozJp1kdWrb6Eo6gj6l1+eJzm52KXMPn3UnvC77x5h+fKbAGi1sHlzTxeAXclgOwB2Dv3770an0/DcczWZObMtXl5a/vjjLu+8cwSTycqbbya6AOxKBnvBgg4MHFjzf0H2fxpDbW1tThm8uQ/S81WA3TYGFvaGJo62l61p8PJZSC/X8qi1NaOaZ9GHavxNER9xj7b4E4GZkXQnnCD625hL5zBhRoMVCxpMoqfCFEpPfRgaG5DbnAHVjZAYYGEbS8kmhSAieYxn8bEBtxTuu5XrE2Nlwdqfeee5N/iQm5RgxA8902iNBSOrNHfs24aLjmeVQJ4lkOpd6zDXMorLl6/zyCPnAHjySdehybFjHSyW1dqO5ctvMGrUMZdtNm9Ocfk/Ksqbbdt62XvC/ftXx2q1snHjJe7ePYNGAyZTU5KTHYygqSKZoD0n0XZ5hNTovmTHQu36JvoWlDJ+PIiE4ud3lcmTdZws/oNfdzkqh9BQyLYRhOXlQCY08oGtqbAjGcKM8FNXqBv4LHGWRPI0oYTX0HL39mXMtVvT1F8YpdzmvrkmL6ZBjlXDN+UhtPZ1BwBlInwq+WQitCKOYAxcpIAj5OKDlo4kuu1zkCvkUIKepmjQkUMJx0lFi4bXcR8uv04aCsHUcALNaajygChcmT8LFnaRh4WONHMa0q6MIlQ22g9XsFOqOU+55g6WkAFu+wBY5Tzm8ENoIpqi1+mh4hZoL0FoQ9BosOjuUfh5O/TF1fF1Bkr6FNAfhOCHXAsst1WYXlUAj7EAIvdDRAfX5UWqvAQ/J1D+bgAUdoCEWI/n7BIZqrSGSCcJQU6q+h1qoy1zM9XvkHD7JjGWG8SUHYAolUELvHUYSovA1xddURodXghGYh3bu8XbLcBsAi/XqtIYUkbtD2tgrekKpoPSLsH1vyHwfY/F+bbzwRDTGV29mvZl1uvqiIK2jqvsQ5Nyma59w6mo1Qqt0bWjx1X1/SaxCZ7C685panaOxVzLJj/JziDu9BbignyhQQMApKQAr/p+VJTHoWvpLm2xhwhUpIBWgfbd3def+F39bvKQ+7qiPPDOgJ4doe8Atay/Vqjregx23XbvL+r3Q8PU4bTKMJsg6aj692MjPJ9j5jaoXgM6v+G6b2Vc3wJ+AdD7PZUVrowjK1Xc1/ddMNg6TOUl8Pc69e+3PgNFwXrlDObtm8HbG6/RYwGw/rwAsrNQ2nZA6fmo5/Pa8q0KsFv1hqZV7p0IbH4XxAqtX4GwxlB0Gy5tVgF2UHXo8IHtPqbDzk/Vv7uMBS8nac/JaWAqgtpPQp0nXY9xdALkXoHgRGhsK6s8A67PUv9u+SWEOD1DpffgyPPq3w0/gVibNCjpByi7AgZ/GLIRjA7Qyq11cG4WaPTQczn4VgexwL2RoNWBT2OouxoU9b4LJkwlY/EyXwRdfZSQlaB4U0ES9xmDPzXxVlpiUL6ytzlWyrnHl5RxFQM1iWceOvyxkEM2z2LmOgZ6Esxi8ngHMKEQTijr0TkRH4KFi0wli6MEUY3GjCSMRpxhI4f5E1DozDO0QO28nucWS9lGGRU0pTaP0J5NXOQId6hLNYIJ40niaeQEsCujsfjwdqGFw+YK2zVomOvtzWAvA4YqndFyK+wphU1FsKcEMlIg1+xYv7mJK8iujO7dH2X27BtMmvQyxcWdyMkZS0iIo5NlsQiXLuXh5+eov4KDDaxfrz6LlQx2UVEFbduGs3Rp5wcy2HXqBNCpUySLFnVEr9ewY8ddu0Tkvfca2AF2JYMdEKBnwYIOrF59yw1gG40ajh7NZOvWuy7Lv/iihR1gP/HEX4SHG/Hx0fHbbz3cJCKPPhprB9iVDHbNmn4MGVKLCROaoSgKS5Zc57PPTgMqgz1wYE3+b8d/FcgG+CsFXtgN94oh1AhzH4HXmoPWVu+WlMOE32GWFsoV6BIK8+r6EE815pPFDDIQwIdEJhKFBi1D+BuLjW02oqUDEcRZgxlt1mBxuoUFKKyxljNWq+dqMfQ7A1qEh+rcJzo+kW5KGU/wIj5OzOUfOLTOigKB6d4sHDCHXnU6cmNYT3aThT9afqI9EXjzOLft28+2xtJb44e2kh3QQocObTh8+AQ1a9YkKSmHjRsL+emnB9+vhQuvAqDRKFitgqKodb9zvP56IoqikJ5eys6dady/X8CsWVcoKlJrgSVLOrNvX5pb2ZMmHWHQsI58vldtECZ11eN15X2SkjKJj0/jk08a0rx9Ih/b2lofH9g5A0athOwbrmVtPApmPdStC4Yc2H0R1uq0aOMaoc1PJ2LeFfS+4WQPy+DVon006DKAZkuOk9OhJb19YVSwB4YNWFJeQareQj1Fxwgbm7POxlg8QzSBlcN0tijFyilU+Uwn6gNwhGQEaEYsvlW021aELaSRT30exsGwHcQbLU8QSjuX7dO5i4kKQohweU5ABeAp1MEXK340cFlXggrUjDT0eJ1WOQuARrE1qGaVOUCnCoMtunuYdRdQvKsw0ybbuJ4uwHV5ghlG1wN9FcbWVGTbvoq+t30ENOoMYTZAKxYo2wM6C4REezxnt+M91hpq1HYsSwwGnwR1f0s5vNUSSgT8nO5biW3Ux8d2/uWl6reXEcViguJcFPOD5SIU7werCbxcf1eNpRRy76CtWQWcFtnkMv5BHovTZ2xHL3lQw9Hw6wKu4/9ZdaSBa6dKuX0J8tIx+FYB2ADxt2F4E2jiGWQrV0+hyb6HVysb8L1wQv1u0EKliwAl6Tje2kN4P9sGvD1oiSsj6yqE7Yc3a0Ht+q7rcu9CkB6CwqBRV/d9D2+BG8egeXcIj4TLh6FGDQiNUGVClVFRDEVb4NF20GOoaxkXtkHOQXi0J9Rz73hScAvuLYBEI3R/wX198hG4shzqxkA3J0nHnZNw+kdo3hAefdOxfPdCUE7CG4OgyyMAaLaOx39YDJYmr6GJioLiPDTnp6F5vR3yxBd2MOgSeUmQNgv6dYJe09zX39oM/iUQ2wh6TbTdhwLI2AKJbaHlh+BlA/4XJkKDplASAA36O13bFrg5H+p0g4eq5GLknIaCQ+AdBj2XqJIPgLNvQ8EuaPAiNHAaWRIrZA6HBg0hMxASP1SX55+Gy+9CqBm6/ArhTsRD4UW48iLU7wSRwyDa1rlOnwJ5q0AXBbUOgs6htSpkHCW+awnQPIGP1yzQhmAhj/u8gEm5RbnmYYKZj2IjqwQrd/iEPLYTQDdMNCWFv6nOw2TyORauo6M+wSygkKmUsRkFf8LYgh5HfSFYuciXpLETLd40ZySBNOIQC7nBHmpSn3r0pY4tl6IcEyv4kzIqaE5dHqI137OPdIowouNJ4qnmgYnOxcw3ZLBGyaWGLoJwi5FPvA28bNDjVeU5uWQSFhZaWZmrIdPiWNcgAKLLIcpL/YTrqx5FDb1ez5tvjmLIkBcYO/Z9evV6llWrfqBuXbVeLyw0YTRquHatgJYtw1yeU2eJSN26AR4B9qlTWTz55G4KCkzExPjYAXYlg92mTTht2oQxfrwKahctumqXiEyb1pIBA2rSrFkI3bptd2HTFUUhM9N1FL158xBee62+C4Pt7a1l40YHwB44cC+xsT60bRvOsmWd8fLSsmOHQyLSq1eMHWDPnXuZceNO0bp1GIMGJfDCC/8i7+f/UPxXgezP1sLfeXDPDO0j4eeeUMupvb14DwYuUL+7tIJ+j8B7CWC2wItrILW5BerC+0TwBmEUY2YsJ8hG7Yk+Qiwf0ggtCq3NmVhwPDRhKAzR+PCmRq0UT9radgsKf12PIyLXwLuN2uLvxEDsZD+lqD28SKJ4jt5oLWaOB+7kuXmv8DkZeKNjHnWphjeDSOE+ZmqgZx3VidC4v3mdO3di+/YdnDo1jODggyxZIm7bVIZGo7B8eRfmzLnME09U4403DlNSYqKkxIrV6tivceMI9u69zyefnObyZVdNd7t2YbRoEcqIEQdclhsMWp7oV583l3tjyIbnu0NNHbzwlzfV6xt4dZgfDRob6WOrx4P94f5mMBjgdJKjHJ0GujSC3dfA6AU9g2DVGRi9GdBAQKiOCXEGPjvZFTCzbEQSnVo2gVqvcOaP5gSfOspXY6qjUdyB3F2zMDpTS7AmkmmRVvQ6hfNUMB8zEVRnIBFu+/xBMZtpy9MoxNqS/hZjpJSOtHEW7driNhnkUUIIflSzlZdHEee5ixc6XqiSoHWHHHyoSTXczzeNdA5gIpTWdHEZ/rSymRj8eIGhDxA3n9cYyde/T0PaEQHc9i7lXtzTxFseIRawojIKGlxBc3rtUEpqPUHZ7Whcql9dAchVMLqyl5ZAE5ZeXdEoia6Vi/9+8E6FQNvISnmmCrS9QkH7D3KNygj7G3zPQ23bcJXVBA32QgMgJBLKs8GwF/zDXJnMzuHQpCtEBatAfHRDECPo9Kp+1Eun/v2gsNroJG2VbUxltvtQBQD3joAunSHSg2intABK81RJjr+DPVeyrkJBMkqk+nxYKcXETfSZF9QmvGaVjlN5EaSeUc8pzj3BD4Ck8+p3NRvIKLgOPdtB/S6ObW7a2OFarjkH7mXtUb9jW7nLQa7vgLLj0L0feHnoDFQywp1t8qYDq+HK39Dvfdff6fJmKMmE0FoQUyWR8+BS9bvxI57lKFcXqt81B4B3qPv6QzPU7+bPg9Gp8/fnV+p3o8cgwCaRqiiDLdNVpuGhQerxbp2AU1tQDD7onntF3W7HdyjFuVDDB6VDN/djAhyYqMo1omtCzSqdIasZDo1VWebOMxwSrWs/Q1ES1EyARrYk0azjcGO+yhQ/cdFxD8ylcPgd27X3Bz+nd9dqgSOvQs4JaPEBRNs686kb4d5a0PpCw8/AWT6XOwtKdoE2HNqdV9dZiuHkc2CtgBqvQ4ITU24ugRMD1G1CakPDVwGQ0r9R0icCClRfDkbH6FMpqyjhB1D06Hw+BWogmLnPt5i4hReJRCozUZxqj1Rmkcd2NPgSxFCOoHZIbrMMH5KJoQ9hTKOA7ZSwGvAilOV4OY32qXk0syjjNhqMNOdrAmnIYRZxgz1o8aIFTxGDU74CekbQh1ukEkwQ3/IbYUThTQjv0ZVoArjtRHoJwi5y+JhMcrGgR6GvUeE3bz/8nZ5bEWF/mTC9UPi9TG1nW3gJ0RaFfn7Q3w8StHAyC05lwY08+DQZqnnB8UsQZIRgb4j1hzg9tKgGbWsGM3/+EubNm0GfPkNYuPBbunXryHPPJXDrVgkjR57g0KFsxo5tRFycilEURUGjUexJjp4Y7NGjjwPQt281fvzRPcmxTZswPvvMocGeMuUMrVuH8cILtRk8uBZWq7Bs2Q0XgA2qZGXq1HMuhN6gQQncv1/CmDEn7BIRTwx2mzZhLFrU0c5gf/TRcSIijPTvX53Jkx1JjuPGqRKRwYP/3wFs+C8D2VN+Uw0AprwCY9qoAK0yVu+H11dDfinUi4JZfaBpdfX/p5bD7hsK0dciWTbWj156P7JNMDE/j/NhuYRh4GtaE49aQW+0lHLdBrAj0PCl1p/HNUaXIaBzhc5nJmRkhTPkGFzuqNaRWeTwN0cACCSAD7ElhMTAtM1fsIVfeJ5YmvASjfFlMseIxkAufqyjBhEefjqLxYK3tw9Hj54kO7uc996rSf/+nrWhlVG7dgDff682sqdP92Po0L/x99exY8d9KiosgIGyMoWvvnIH2AEBej79tClt227BbBZAg0ZTl3nzGjHwuTq8tNCLXccgIhCerwVPTIXMAg1vvhPFs73K+HYDZORB87qwf74KsPt9qTqIAHSpD2Ofgpk7AQUWvAAnMp1OwAoFmTDtdhAAE8fpeP7ZOtzPBf/O8ygs15D72zc0nv0rt2/fIja2Gt9+O5Xo6GgGD36RsXkKJQKPeil00alM5QxUJvJJfAmrwkoD/EohFUBDVMb3LiZOUYYRhda4yw4OUUogtWiBn11beMnmKlKXauir/I7HyOIk3jTDnaFMsQHhalWyurJJo4IyLPhg8KjIhhTlBtlKKvVtDHiRkkIJ6YhNO32ZIK7xOk1ojzNXWeJ1j0KuoK0cSq8Mqw1kKq4Vs9UnB5PXfnSaeMeViYClkhFXwYTZK4Oi/i3QVdThwZ4WTlFuk0gZbEmipkxAQB+hJoJV2J5NryrX738aNCchxBcsJVB+zsHKR1bAq2YI9AAOQQVCg1qC6FzBCED1EhjuDeFVEjzLjkLFPQgMci+vIhkGdQRLtCtYLLitfoeqDUEOkyhkGQwGXZ9IvJRjGFlMACPUZyj9krp9RKI7+K+MoNPQsTrUtAHWO7uh9Ai0cMpu9EqFNm0hsYPnMirDdA2iEyC+m/u6qzZXlnoe5BKlhZB5Ftp0ho79wWKBgzbQ3Wmg67a3dqjfTYe4Li/JBH2uOhLRtso6UMGf9hjUaAX1XnNfX5QC+gyIrA3t3nIsz7kOkgHeAdDDSaB5diWEh0JgJLSwZfSeXqpq8nuNhMAIKM12nO+TE92PCVB4GXKPqMC4s4dtrv2sAuzAWtDExqIX34QUWxJ6+2+xDytesMlEEt+DQCewkDUfgnxA3xgajHQtP2mxCrB94qDJBHWZpQDy50JADYgfDb6OoXOxXIWCWWoNFbUY9LacipIx0DAYktpBw+9cj5HzFVjSwC8RGqksulgzoWwgUq0tmPug+DtcTsq4RjpbMeBDINPwQs0NSGEeqWwljMeI5nM0TjVCLtsp4hgKvtRkBiVOyZklFFFKMFE8TgmXSWU8XtQghncwVHHASWE591iFBgPNmUEQjTnCfPK4hZFAujGKSKqM0gC1iOEi91jHTgBqE8BzdMGrSpJiDuV8zWWOko0/UdTDl4lEU0vjSiCcs5oZV1GMyaRjR5kBowIv+iq85adQTQubc2BCEvyRB52A3Zcd+zYLgEtO7V9cgJqCUhkJYdA5ox/9+zdm2LBJ7NgRT79+1QkJMfDqq0fYvv0ehYUVLF3aEUVRCAkxsGlTDyoqrP+Y5Dh8eG2+/rq1HWDPm3cZEXjvvQZ2Bts5yXH48Fp2gP3OO0fYvDmFxo2DGTkykSlTzmI0ajl5MtsFYCsKtG0bbmewn3qqBl9/3doOsCdOPGOXiDgD7EoG+/33GzBunIPB/uWXG/j765k0qfn/U4AN/2UgO9QP1rwDPZzkqiYzjF4Cs7ZAx0ZQpwXMHgJ+RkhOh/dXw+67EOUPv7+k0NwGsHtegTMl4YyQZkwJDyTKxuOdtZp4y6ICsTAUrnm5s50AhwsFe5KH7TvGoD5MZVhZyX7KKKchdRmOI+EmjRS2swaAtrSjBSEs5iKHSccfPT/T1SPAvnz5HEOHDiM3N48PP3yL/ftzmTUriVOnrtGkSTDFxRYKC70pLAzBaDSRlXWep5+O58UXHRWLj4+OX3/tTnaujkOXhazbe3h2QF0eeyyE1NQQxo7NweI0pFW3bhRPPXUYkw0VdxzTk6DRV9mxZD6753zDlTQI8oU/x8H8HZBZAA83g+9fVvhkWQw/HYRGDeG3j8HXG1JzYPsZtexakbB7gpqrc/QmvPswDO8Mx9a73+sKP+jzDpyNhbd/A9MdCNZr6VjPQrjuYQ4ebEFBgQ6DIYOxY1XnjMk7duI35Vv89FF8E6xWmGdNFpLLjET5mBipDXA7zj2zcNukQW+EJ2x2ZzsrytDpFHpo/PDxMHS4ihKSCOM5J7+2jfiRzsP0q8J8C8J1VDePuh40ftfQ4U1LYqu4kaSQiYIPUVR3vzmABRO5pAAKocQDUGg7jq9tn1yyyCULqWLJZ7F1OmKiY/BxYtfvBQZzL6gnMVKvCuSv1N45GkorpaTV6Y3OoiXCBsqtmnTMmmsouqo2EB7OXwrIqtUTrwoTwdpQ23llUVqrO3pzEAbAYiyi5JEe6MzVXRl3i21ISRuggmxQWTxwdBQ0DwDZSgXoToBriWpIKVhLVc2pc9jBfpD7PubbwEEIe8R1eeIFqBdmd3nRONk/mgM0mDlLCWfxoSd64qHsLLT0gQQP8gyAwjQoTCXaUA6JtjyAOzaLwBo2eYsIZKxTAWhdDxIM+3UK5K+EyAyo1811ndUE4UWQ0ADqegDZZ/6ArGQIqwah0XDtANSsBoktoI7TMUuzIG0lJNaBJlVyCq6ugaK/oVtfCPIgK8reDEV7IKgRRHpI3rw4F7L2QoPnINBJ+3/sO8j+G3q9BkE2IsJigv0TgWQYukGtrO+fgGtzoXU89LHZwZydAT7HYdALUM9DkiXArQkQeRVafAJBVXSglmLI+hRat4bIsaC1deYzPyG6fTnIsxDWTF1WsR4anYSoRyBhnKMM013I/gxiSyDub9eESlMGlI6Dpp0haBTobe9i6ucqUx3bERIc8hgRKybTK0hEFnrTaDT+T9iOvRfK5qpltzwGTkm5lP4FxZOgThQErwKdrzpfRfGrIOmgS4TgsfbNrZRxh/cp5zphvIoPqmwnh72ksgTQEsGr6HH8RqVcJ5lxWCkljnEE0IkMVrrcSkHhIouoQQYgBPI0vrjq0tPZSxLzUFCox+cE04KTLOEWe9Bi4CHGeQTYFiysYQtplKGgMICO9KSJiwtLdHQ0p8jkbQ6Thwk/dLxDKI8S6bJdulj4rKKE1ZZyBIjTWRgfaOQtPw3FAt8UmblVoGH7XZuUCwj0g3cbQO0A9RPrDUpnyC2FvDLILITLCXD0NpxMhsJSYdkP91Hrq2l06gR//y08+mgs1671o2/fv8jNLeOvv1Lp1Uu9zyEh7qOIp05l8c47R+1Jjs4Au5LBHj++Ke+959Bg79qViqLAnDntXAD2ihW38PHRMnVqCzp1iqJXr1iGDv2bS5dyadgwiDfeSGTMmBO0bRvOG28csjPYzgC7ksF++eU6fPFFS7ut8NdfX8BksjJyZKILwK5ksOfMaceQIa72uCaTlfXrb7td8//J+K8C2Se/gBpOZGJeHgz6HnacAr0Onu8Kr9ratxNXoO9YyC6Avv1h9jCoEQxZufBwMpwpg7pGmBQYZYc7KSXwWU4FxRHwrMbID1p3izWAlDJhX7bjBWvkJ3yeoPCUjRz4ljyW0ZTnCOU5WqGxvYylmPmSO8SQSFN8aU5HDnOfjdxCi8I4WhNfxX+5Mj78cDQ9enRmzJi3Ea1CSaHQvXsOR4/e49SpLFq2NKAo3hQXQ3m5geTkGpw9e4WICBOPP+5gTc1mhZdHR5JV5EOzruFUixpP27abKS+voFOnnvz9dzUqs8pTUgKJivImO/smzw9vRNmn98nzN2Id1Yndn+WjZMCfU4w0jYfZL0NMCLzXBzYdg282GdBqYMbLUC1Sde96eYHKYvdoBDvHw7fbVYAdFwITK0dOXfMn8NJARQX0fgre/M2xXLHCO600LF3Zllu3Sjl+3MBLL0Vw+vQx+vR7ivtvv4s1zI/qKxdS0L4dNG3JxGITe8o1vEsokf7uTgEr8xQOZkQxIsRCcJS6fsEdfzLL6/JYgpmqP81NykiinEC0tLIBagvCfgopwEJiFSCdSileJBBDIZG4g/y/yCcVHQNxbbT3Y2EPbahfJRmyMm6TzSUeoj5B6PHGipUtxOJNAp1s4L8QFRz6VwHZ16hHObHUMMRgwFEhmzWlmMhFFNf7lKWEkKF/kQia2iG5Wckj1/scOiKJoDKRSdXwa6jiQuIhKpT7pAdcwEACwbb9yw1ZZMZexkgXogGLVx7lXkex4usCiXPqNQVLHYL0/oimiKLH66K1JOAHWBUTloDqaIyhHlyXAbFpBhXHiIYgZJCHoqsgwBCMQevraEqlHB6rDRY/B7BxjrLb6rfBqZNkLgBTmgr0fdQOjzc9yWe+y67e9ERX2bnKOad2GAIe4MqSdQ58/DBENgSjEUozoGstyKsDETZWp+iOutwYBgG24XxrhWq75hyFV9REOUMU+FeRpuQchtI/oWYihMS7n8c5G8vd2ma5d3I93D4Gj452ZfJv/qqOGgTVAt8qpMXln9Xv+lWSJCsjbZH6Hf2Ku5TEVAKXbesbO2mPSzLh/FLbub3jdL4rID8ZwutDfds5H5hkO/6zEBABZTlqkh9As1c8n1PhOUhfCxoD1PJg2ZcyGyrug38s1LQBwpKTkL8Wg8YAibbRBjFB8ccgOVCjH3g51Qnpn4CUQMDTENTFtfy0T8GSBf6+ENdfLarsAkrGbEAD1We7jMxYLT8i1v1AJErAJ+oySjCXT1fH8nzGgd7J6chaCJm2BNTAtyGgmXoJshmdXMJLCQDfZShOdcN95lLOdbyIJ4qPACgjk5tsREMIcQwjwClp3EwRyUzDSinBPEEYqjNNri3xuzIUNPjgjYZa+FGNcFwZ/RwucJIvCaY11ehMOD04xw6SOYkGHV35yCPALqeC5aznKjcxYuRdnqZRlXrXgpVVhkv8RRI6gmhJCB/TkEgnNyoLwlLy+Y4cfMUfHQqv6ox8qPchzwtGF5hZUWrFAtTwEjoFaBgYqvBMqKrF/pdh66uaLXApxcKxerU4ebKYgwczOX++iJiYCkCP0ahjyJAE1q27w/LlN+jSJRKDwR3+nT6dzZNP7sZg0DJ0aALffdcWvV7D77+nMGrUUXuSozPAnjTpDACLF3fg6adrYrUK7713lCtX8vHx0dpt+oqLzTz//D4OH84kOtqbpUs7Ubt2IG3bhjNw4B78/fW0bBnK2rUPeUxydADsu7zwwgF0Ohg7tjEffdQYRVH44YcrzJ9/BVCTHD0B7FdeOcimTcn/xo39/y7+q0C2wZLK/v2Xad++K3n5Onr1U6VuEYEw98W7nPjza0ZuLqbPs3N5+gsDpeXwUHNY9qKqCc7MhF69wL8h1B0Ne+pDjO1BT8sroPchHy4V+TCinZbZ1QxoPOkDgbZHHMuXNhaGRSn2+RZOU858GzvYj1Z4O72Qi7jCBfIpoTbv0Z77FPMNx4nBSD9q04wqSWm2OHBgD6dPn2PRou8o1wrjAs6iWEq50ccPQ1R1LNtu07u3Ho1Gx81M4ee58RQX1yEwsJCpUwt5/HFHWZMnB5B1w0SYfyq3T/Ukr3oLfvppMe3bdyH1bgFt2m0jLe0miqIhP38XdesWceTIx9z1K2Oavy2JUgftPtvPqafWYM56C+p0Ra+D8QPgfDK8uRzaNYTn2qt6a4BlhyEPiI+EZW/BzSz44TQ0rw1f9INAG4Bde0b91mngpTaw7hR0iofuziNCAhIMo/9QwORDTIyZIUPUe9esWWs+OH2KT3U6lHv38F6+jIc+GceMv/5iU2wi3sBHPu5D8CKw3JbT1sdmk3S7Ao6Vgo+i0N3ovs+OHB3xFbVoG1yGzqA+AOctZRQpFqppvKiOK4twlhL2oKEL8a6etUAu5aRSghEtCVUY8MtkI0CtBzwfN0kjhxIUG0jLIocKTPjgjbetrL3EYSGaJ6tosnNJo5wivKokYZqpQBUIuV5DoaaI+9zEj272ZRabFabWScpyDy23eYyatPegZHcNkw2Q653OzUKmrUy1Vy2ojLVSpbRi43GEUoIIRLiPlRQUjXqfioPNpAdb8SPYw7gBmBQTV6MewyChVD5eF7nDbDZBpB4iP8eIEMIvDOYh6lgVUM6pQ+1OdcNNrrCdDRijCwiIepEISzyxXKI2iUjFdcQvGo2E2hO9jLRCER9EKbFdYwzhfO94Jiz3VD1ziGf9PcoJ6FQEcTZmt+AUmPZB9U4OHXTFSWjbBaz1HOd6bRgUn4BaiyHIprUvOwrxHUHXwB3EptskE5EeWGyrCcJ/g+H1oX0/tRd9coO6ruVTrtvmH1NdaupWAdKl16C2EYxNodYT7scwJYPPTTUvIGKo+/rM1ZCYAKbuEOGkO09ZAk3agCkawmwJxGKForVQv5UKcjUayD8DQYUQEAVtbc4cqT9BbB0wBzuS/KpGwUIIaQh+PcDoOlIj1jwo+139JWtNtd/TCssS9BoDSujb4KV2nootv2GUTLTaumB0+EtXcJ7c6LsE0RxDxHSX8s3Wcyjlf6FFBzHfg6IgIpRp3kNJbI1XYRc0Pg7AbCGbHM0u/PDDy2smiqK+owV8T4HfGYIMzxOg/8TlGDnKdyjhTQjMjUET+JG9nHTNOKz+JuIsizBqHR3JXE5xk+2E0oHqjEaDD4KV80wnm3NE0plohrsc4xZfkcsNQnmY6qge3qVkkoHDCSuabiikU8gxSqlHXaa51JslpHOSCQhmAqhPHAO5zmEOsQYjfjzEKKI95LCUUs4G9nCVm/jiwwieo7pbvVjKNxziEploUXiJajxObTthBnCZMj4gk/OUgwKPGWCNBBOgKEwzlbDBXE5WmS+gMMRbw1g/LY2iPGOKfxU6LTSJ19Hk5ShefhmgFkOHPsc772SxfPkcdDodzzxTk8WLr1FWZubaNZUxdo7Tp7Po33+3jcGOsgPsSgY7IcGfl16qyyefNLEnOU6ZctbOYFcC7EoG299fx7p1D9GhgwqwX3ppP+nppURHe9tt+g4dSmfAgL0UF5tp3DiYtWu7uQDsxMRAgoK8WLpUTXLcuTPVLhF59dVEO8CutOmLijIya1Zbhg2r7XJtJpOVN944xKZNyQQE6Clwd0H+Pxb/VSC7bt16hIeHotXFUGTZxP2McMJDs2lQ511eeXor0dGRGAxDWLjwIi2fiKd+qxB+GA1eesjIgB494MIFqFlQwWt7ljNl0WGys7PJyy9iV7NRWJo/TkDxfb6MjMbwgHfh51S4b7PW/aG+MDzasaHZCrOTQFdDw4s6P1o6AezzFLCFO+hQGEMzFLRM5zilmEkgkMer9KKdY9q0qeh0el544W2kSSQBX/eFUB1NR5o5d7oucWUb+f77rXR5/CG080fwzEu3ufVmPHeTLFy6pKe83ILBoGX7diNz5vij0VgJCn6FwwfXkphoQ8EF54i71odhj77F9hPNWLGiPfXrB9GiRRO2b/+D+8+6sgE6HzOdf+3HWz3e48iBY+j1erILod+3qmykb4MsBrcHCON+Hry/FvJK1A5PTAj0mA83smFoS3jMVg9ecHI7/HkIvLsRSq0w7hEIc3aSs91yb0Wo17Iag9uUYDCo4KKw0MKirgW0et6X7p0L2FxWRm5uHi8MuEGnIc2Rmn8QO6IPPd4ax0cfT6SHDS+dy4PAbKjmD71tOG5bOtSwQrtg8PHgGvZLpo4jxQG8YgygEotuSfMmObUZz1Q3UZXEPYcq5G/iQaV8yGzF29SKZvoytE7JBjlWC/mmCLz1JmppPI+s3LSB3No2KHmLArQEE2sDqBWYyaEIBYVQguz7WbBQRjEKUJhVTjFZhIWpAPUi8ZzgEfpSx2mAF8yowFDn5Lubi3CVoUQTZc/1LyWbMnJQPDD2VSMDIZXnqOb0DuRgIINn7I1kJr7cZDjRNLaXKJgRSgEFBR/Edn8rgbgV1QlF8wBVuEUppZQUrE7vum8Vz/QyFFLJ5g4Z1BEbc6dxHQ3IJI08ckADaYRwTZsN/MQAXqS6z3WKWhRikEfs3QMFPQZzFGX6WyAQoSxAiy0xTqwQ/heE6SH8ASC7ULWsyrLUgqwswvLU/wlysossOwDKPoh18tkuPAQVd8FZAle2XbVwjBnmfpywa6DvDCG93ddlHlRnADSEQ3hdyD4F7a2gfRwSnABv2X3IWKrq9eL7upaRvRpkHzR9HvQeRvDyfwbTTfBvBfoQ13UicG8ulJyC+m87OgjWCrg5A8rToNMux/ZpWyFrOwRVgyY2P+8b06BsL3QdpU7KYi6Eu1PBOxea7XM/H4Cyc1A4F/yNkPCnh/XfQ8QBJHIISpB6700cpNj/JzSN6lCR8RpKVhYhYb7c0s1GQupR1zwBo+LoxOcxhXLtRUriXseAI6lQEIo1H2OqVYB/6SQMRnXkwWLdilX2gC4YJfJ311vMNxRoDmLxHkAkA2znc4MC5oFiweD1Fjg5LJVzgXxlEXiDr3EHXooKIbKYjJU8vJVOGHQO+aOFMq4yDQsl+NIFH5v7UQo7yOYEegKoz7su4DiD7WSyHQ1GYnkPjW1s6hST7du041uKSOE2k21lfInWaQzLTAVHWYEFDWG0pD6vc5+b7EG12mpBX2pUmWQMVIA9k99IIo1m1OdpuhFRZXTvDrnM4hD5mAnPghE0p22Yg+WxIPxIOj+TSSE+xKJjMuE8hA8/W8oYbyohD0EDvB0ojPAykOBphjQPYbXClQw4kAQ5+XDiJmQXQ04RxPjBiZ2qRLbCBBXmVbT3foKJE79h8uSx+PrqCAjQc/x4NmFhrjT56dPZDBr0NzVq+BEf72dPcty6NcUuEendO84OsL///iITJ56hTZswnn/ekeQ4efIZu0Rk5cpudoBdOZNjnTr+bN7cE0WB8eNPMXu2KjoPCfGyJzn+/PMNPvzwOOXlVgIDvViypLOdwX7xxX20aBFGq1ah9iTHH3+8ZvfBHjOmiUeA/corB7lzp4iwMAOrV3ejp+fpBf6PxH8VyL5wYR8i3jw36AY3LxnwMSYRG/w6FUU5PPHEo2zalEB+vprM8nizCsaNVeve3Nwy3njjMLdutcXL6y55eU9wZH8CzZo1okmT+qza0IagnWFkV0tjXOB+QgyevYgvp8I3ZwAdLGoAL8e5vjg/3IElFw20SavGRx0dyy0Io8lGQz0Go6MWAazgLuV4EY43b9Hcjdl0jo8//oSUlDt4eXlxPVHLCVRHBJ3OTIvWx+i17hWeKZzOM7fWgc5MtYQSlvySx0NtTXh5FZKRUY63t4YVK24D7Rg9OoMFC/ZTp44NOOceg6OPophy+eKVQ3w+5318fdVHZ+bM73hrxVzqjXDnAsONftzR65k37ztef30M738BSRnQqhZ89FgRxcUQHh7G+PUqwG4VA7F+8PNh2HNDBc4z+jnKm2hrswY2gzITZBRBs1joVhusomLrylyKBhFwe7vCmTwDv013sK2zZ+dy+UIFHX7T8vno9ow7dorpM9fy6epnObZTw5xXS8hrUJfd1Z5m59+wqj08Vx2WX4ODF2FkfXVCSoCFl+BOHsxxzbEBIM0ER4vBqMDDTuTqX/lQaFVopncfC7x0L5pq+gAahRqoql/YaxZ2mbxopwlweWsPVsDqnES6etVHH+YuehCEhdTGQC2q2Zju3Rj5jc6Mtrmd3KcYHf4EoaBz0pUXYGITz1ANH7oXqeC5EmRX2Bx39FWY7NvEk8IzxNu03wD5FJPCfXyc/GrLKEQAA1XAkYdIJ5erpBGMYxKVVIq4QB7exFAdKKaYDJIJcvIdN1HKdZ7DgIHqKGSh4ywPEUV7mgFFeFFEW3xcugmOsKLa/TlrpOOJJIZQUsm2LwslgC40Ikd7lgthAwiX+i4D0HVoyF9sdSnbiDfRVMOCmmSgUVyHNsv0akaTzhKMUefkvW66pQ7X66LByxP/DhbfIjQFgRRJTSgqIjg6GYI6o9G2d9QiJWrSNT4214nyO0ARaIPA23b2IlC8V/3bt1uVg6SDdb0KJkPddcmm8kNo9QY0sTYG+u5mKL0LdR53dRW5tx4QCH8IDEGO5SKQbdPfhjoYbsFKCafwkgR0hWvV6wl8wb6+nEzKycSvuAil8BSKLgQiBlBGDhq0eN3dqgLsgEZIWFdKuIcP0SjXv1ELqD1KTVYsugap60DRY631rvpW3JuvTrAS2BlCOjudk2CmCD3+kG0DgkGvutlbijUXym1OJ36v2oF/mQ08eikDyS3VAUVYwrZgJgtvpQEGvWOkoIQjlLIXDf4E8K5L+Sb+xMQ+FCUYvc/rtnMzUyzL0AFe2vEoiuN9K+MSBawEtIQoY+xtTBo/I0TiRxcMTl79gpDN14CVAEbgpagETD6nyaAAb2IJZ6pLW3WHzZSTiy+1qM5Q2zVkcorlBNOKujyO0QnElpJOCnsALTUZjY+tHknjIHlcAhSa8ymCkSMsIZSONORpvKswzUdYThInCaMuzfmIIopYxRqiaEg1QmlML6pGGRXMsgHsUPx5ll6EVSEBzpDKt+ynFDOtiaN3USL+eFE5iHifcsaQzAlbB/4VfHiVSG5ZLfSwZGMVyEPorvFimpcvDapOTuQhSkzw63U4fAXWnoIcW2pJp2pw4LxjO1MkZOU576nw/awf6NmlAW+9NQJ//yBu3CikYcMggoMdZIFzkmPHjhEsWOCw6Rs79gRRUd4880y8Pclx1qxLTJyoJjk+/3xthgxx1WB36xbFBx80sktEPvzwGAcPZhAZaeTRR+N46aUDnD/vaqKwZUtP7t0r4aOPjrN+vZrk3qZNmN2mz5HkKC4Ae968y0ydepaGDYN4+eW6bkmOzhKRgAA9Gzd2p0ULzyO+/6fivwpk16nTCYtlPBZLE3x8f8Fa8SUlxXoSajbgRtFIqjeP5NL+IhYtqsGLL6ovdmmpmd69N3LkSBZG41+8844XH3+8GYC//z7EhC8yOHetCxrFzM+RqQx9xjPALiqDpxdAUhaMHgQjqrTbORUwXpULMTZB46IbXU8+VyknFh0DqM5dSplLMhXAPNqoL/E/RKdOD9n/nsshsLlXVJj0HL/VgZv+WTwZvJSERtW4nVPEzREL+KbzfDQxIcQ8VorFT8P0aRf4/ferPPFEFgMHRjB7tomUlCTivQvg/AQw5UJkP/Qt16B3Svaq2b0d9bqrOgoRqFPiRwtNEA1NAcRZvbn81ef06/cCG/58gX2HI+n+cBlLRxmx2NxXft0HS9bCQ23gwCXoeR70emgQCxOfhDAbyXg6GY7fBoMOvn0C3vsNEkLhvS5qW1VS5gDYzWJgbHN4bhU0rQvVouGPQqgpwqKf1HOdPDkcRVHQ6XTkaNVG/IU+MOy5x3l/6a9YqjXBpzyP/rFBmK2w0pbFPcyGhc7nwdk8CPaCXh5kxduuQZskVe7ia8O+RSZ1giSNAt2qELglVliVbsSKkZUeXMgOmNWOU6cqiXZ/l6tX3cnLA5UO3MZMOhZC0VDdBhbP2tjmBja2+SxattOWvlVE5TmUYcaK1UNCZxkGdAS7gex0ikkiiy5OTHaJTcrh7STlOEg1UnmMhk5M3IOiwAZoA5wAeQl5AHYv8QpbwqXe6RpMlJFJMj62FtBMMRbKqWTmbmPgBKG0p2aVJlqNPIQLdCGGOna1u4JCRxqwjv327QbRDS/0lCm5lJBBueKqjQ8lnAiiyMDhJd+bp/EngAwqsFAPvypWjhpCsJKDr85VBmG2Xsbq3wC91PbY7RbJpyz2T4g1IPdqqB1P5Q/wTgLfubZtyrFGVoCpGxrv1mo55kMQlQfGwXa9rtV6GUtsPTRlzdB6OWz1BEEpV90WMHR1c5gByKz+O5ZqkRjMbfHhHr7Ze9TjxD2BFTPXmINgJiTgOCExDdBHqxZ/ORzgCh/hK7EE1fUjuOAh/AMfsl9rLpu4y1hAg29cCQGm9gR6N7DXkOcYTRHX8fLREd6hCeFlPfDTWtjL81ipICzCTEynTkSZh5GsbOQyC/CWYGJbFBKb2QO/OJssQ+ZCy05km+uzx/s9AqU6NcPPU0064OX/scu9v8MmLjKHYEkgPuA2UUpbNCFj3O5JKcvRGBriZfZGo1d11AWcIIcQAqiGgbeAPCyUkc45FIKI5h07aFUToxcgdKU6DztGN1A7H/fYgTc1COQ1NDZpVh7rSdWdIVjzPNHK6y7nc4PFaOlBKDXxQv198zlIGhvQEUwsn7r+puzmBveIpi/BfGg/7k1mUMRV/BmBl9NoUxF3ucgyvAijKWPQoEcQTrEAEyV4EUq0k6xMEM4zg0xOUY2niKSf7b7lcoNdCNCQNwinDTt4H8FKKE0Io6PzaZLMKa6xBy16OvIyGnxYyw8UUkAY4XRgkBtpZcLCV+zHSgAhlPA+T7sB7L0ksZGLlGKmAzV4i/ak4pi47Qj5zOAOtxHC0DGVGrQRf2ZZivjSWowZiEPDGq8AHtMaPHurO8WZDPjhHKy8ok6j3jFYBdgxAdA5AdpXh3c6qcZJIb4Q5A1+H6n5Z1560AAGQwwDBz7JvHlL+Oyz0URH+3DjRgG5uaVER/tx8WIuX3xx1p7k6AywKxnsjz5qxNixDgZ79epbBATomTq1pR1gv/vuUTuD7QywBw7cw5EjGXTvHk3PnjF88slJt+vs1CmC55/fz82bLpZsbNrUww6w58+/bE9ydAbYlQz2K6/UZfhwd4D94YfH2bcvjYAAPRs2/N8H2PBfBrJfffUsc+ZcJzRUw8KF9enV6zz+/oFM/gHGzwW9TtiwtYwnHlUbhdTUVLp2XcKNGwF4e5cya1Ydatb0Z/z4r9i48XeMvp3ILf0RgLnf6Rj6jGf3BqsVXlkOl+9D/Wj4vLW7fHHGHmicB4Zq0N+JgCq3wuZ8QYLgQyUcg2j4hiQqFKE34bTBA+L6hzjJLSr1Eun5MaTlxZGWF8czmQX8FPMRErSR0aHJLDhQh/DX9MS+mMbzuemk+1uoUUdLfv4qevXaz6uvvkCUtwk29oaSdGj/JrT6XmV5bHGONL50mkzH76O/+fjjUWicmKoGDepSs+E69h2ORCGf+IBFVAsdze1CyC+CkbPBYoUmcbDnorqPyQRp2dDeJusTgdHr4G4qTH4SLqbDr+cgOgCea6ZuM/+I4x4cHgmvrYVqj8PLHWFLAfS/AxpR0ExOoFtaOd0eUnvyuYUw6zcTUWEZtE+4gUhbGrSayrFdhylJWcPZes+QG9GJOnqo7w9tbIm1m5KhbRC0CgWDh6y5367D0Tswwum9P3AXrh6Gh6pDkOscNJwoBjPQzBv8qpSXb4a8S/50CLDQup7ryrR0DY20QpdgzyD7eKkZP62ONl5eqq7RKhTlBRDob6GJbQj+so2Vrlll4p0MMaHDQKji7r5xkHhOEUzvKn7epTb218epG3mZKG7wJA2c3E/yKaQCE/5VtN6e4hoJFBCOwcnHJJk6lBCGziaBuU41LvIk1Z3AqsnWmdDbzqWccgRfu5SlzLbe4GmabqCcUsopwVqlQW5HfdaxD1BIJILGNmBRZpPleGLn61DXDrIb04IGNAMgiVuU4EUrmtiFKIJQ2WUM4HmXcoqMZymIzSJAhjoJexxhFbXR0ShNQKNDpBAkCfAGjY2htpxGOAWGBig6WykVtvfY4OQtbP0bq24/BD6H1lah7WcOdzhCiLdCmOFx4ixdiMSsaoBtYeI2Zm5QqoRzXP8j8CPeXTSEl3cjwqghnCxSbAz+3XAgLJgA9lCHhpSRglBBkSaJIm+4612AF0/ShB8xEOXwT1asFOuNFOuzuc+j1GadTYqgvgcVGjP3jL7cMx4hlMlYUJ1kMo0aMo0GzstvRNjkAqVKLjf8QrnhB2FMoZV1FNqyRaAvpSjydYTV5ClJnPbx42wNH6pzneY8hM72i5XYftdc5Ra5/oEYfLXU0hyhJg7tuZV8CjXfIT75hMh2e6fgLgsp4DI6PiCEICCPTA5QyAmCaUmAkxVdLgcp4gJ6ggnEVb+ezR+ksxcDNYngFdsxy8hATdL01TyN4kTW5HKUHA6ixY+afEs5JrzQkILK6EfxAjqnHA8rJm4yHwsl+PAYGhsATedPiriKFxFUq/KsXuAHBDORtCXI1k29z2lyuIkOH5rhmjh6l51kcgI9/tTlFRQUBOEYi7jLORLoSzxPso9fseBDMAk0YYjtmTNRQgmBBBJHExryGMHEEUo8f7CP+9wnkCCeYbDLs6pemzCbw5wnjUCMTOEpN4C9ness5CSBGHiahgygiV1/LQjLSWUmyViBvkTwHtUoEIVHzTl4odbtr2h8GK/1w7+qHWiVOJ4Ln10BSyn8dU5d1i4ahiXCz09AfIg7vsgphBNX4fBRuHQTLt6AG8lqbvJHH31Mq1Ztee21EcTG+pCXV8YHHxzhq6/acuFCDtev5zN4cE2+/76dDWDf4bvvLtmTHJ0BdiWDvWBBewYMSLAz2NeuFeDnp2PVqm506hRJUZGJ557by8GDGURHe/PVV60IDzeydOl1rl1zFUQfOJDhdg9+/bUbRqOO339P4cUXD2AyWfn006Z88EFDm4vIJbZsUTs4M2a08QiwKxnsxo2DmTGjDS1b/t8H2PBfBrKXLYunbVsLc+ZE0aqV2niv3QET5qsjlCu/VHjiYbXBtVgsdOnyJ8nJo2je/Cjz5gWxZcsyJk5cx5Ahz7Ji5Q6ef6MZWh2MHQWvj3jwcb9cBslnVIP49W+o9oDOkZoP3+yFMjOc6OT6gqzJghU3gukZEsATiRr2lsLuzHokhN3lXd9/YyY8p1jPeQpsL34i/kSVNbeniewv6ULzK38zr46ek7wPQNeOcAPQBvsS820teC+K1sfC2PLwcrx9dGh/bqUC7Grdoc0MF4DN4U0Yru2g9PkudFJqMCy3Nn33fc1b98YyY8ZkDAYDVqvwwQd5pN/WUSO2iMa1Z3Hn1k5WrQojIaEuK3/VoJRH0aWxkdgqpgI5hdB+rOqe9ddl2H0Fgn3gtc7wnM1w4O1OYLCd0g4155JPu4NZYP0ZKK6Ax1rCWVuZVgWsDRX2NjTS6BrsToBf/wSTVY9izeb7L0cydkod0utvxFsbSenOnnTft5Aey3PYn2zkC5vHuckKc65Aehl81xy3KCqHP2+rf/dxImr32EiPNh6Y71NJ0OEu9PBg6XkwD64UKYRodfg4PTv5Jlh1RYNG0dChhvt+ANuveXPjXhyjmgjEwYkihW3XI2jiE45/Y7Ww1AI9EV4G6hu8cMaT50z+/FXWgQS9F5DpUm6BTZIUUAWYH6YtxbREcUlyLOMmJWht2mcLVsrwQaGEwH/DJfs8ueRRxhtO4PUkRWRSzgAbEMiihPsUoDgx2ao85GkSbOdynWB20Z6HaUojoJBwNLRCVwUUi8A9E6RqTFi0WgyKK8PvhzeVN6qdE6i/hj+n6E4wjd2uwQur/e9HbBZjVsyU2qwVfZxsGcvJooA2eJOHtgrHXoHa6nopnvXYxSRToelEgdKG5TV+wmDREqodSb1fycEAAQAASURBVIx4U1+5TQK1EMthABStw/KuXJeFXhOAxuCQflitewHQaLrZlxWRiQUTmQpkan25rD1JMJ/Sly+5x3VSuIIfqRhpiDc1wGYVWarzJlkHycyiPkPR4Y/ZppFHUSjgGmnsJJbubtdUQSYWW4fI6DSDX2Vo8EZn+419iKOIqy7rdRjxIogK2+gHgFWpwOo0mVhl5HAeU/lStJSC12MYtQ1c1lsVDbf5iwQeJhR15kN9lWe4XGPhMj9QnT5obcC2hB8R8vGiE1alGSYqKOECBRxHix9RNvcMC+WksRtfIJ6hlFDMQfZRg3hKbWxuLMPROj3nVkzctbnRxPIS6zlAIcXUoxR/YvAlhAB6U0wZ57hDI6qRZLPCq85wfuI0x0miKT7Uog7V8ScSV0/yO+ylnGJ8iCeaPrZzreAMq/GlPfE8htYpXyGdU5ioQE8g9XnRtr2J4/xIKRW0ZgTeTgRSGYUcYichtCSRnhht7+RtDnCXY+jwpgmDSeIiJ9mLHi+G8QFaW/3zFzs5zUme4hkSqU9bmzTlNFf5naNEU5NneRgfDx3q9VzmDPfxRsenPER0lY7/Dm6wEJWBfZL6PE5dXuAcejS8qfFmlzWbHeiwAi8TyxvEsclaxrvmAgoQqqFhqzaYTv9i0q1rRfDRJdhkG/CKNsDbzeHVxtCoCj40W+DQVdhwEPZegHO3oUYY3D7sut3NFGhcty6PPtqDlStXM2HCYJYtu8qff2ZitcL16/nUqePLQw+FOTHYB9HpFMaNa8r776ugds6cyyxefA1Fgdmz27kA7EoGe+3ah+jY0cFgAy5Jjqmpxba5NxzRvHkISUlF5OVV2JeFhRno0CGCxx77gyNHsgAYOTLRDrDViWZO28H+wIGuo6Eqg33MLhH5fwmw4b8MZBcWaujaNZVWrdSG78hZGPoJNKkDrw+AZx52bDty5Hpu3nweRVEYN64up0+v4Jdf1nP48EFiYuLp/TSk3IV2rWHipw84ILBiO3w6TwVfW2eqTHbV+GqXCrCfbgwtnVy3RGCGLZlvULAWDTAxG86XaxlQVoNQzwSbx8imhE2oSQQxeDOFJ3iuzMnt/SQUpRp4+bqZt6fs4fradjSqbeWGcyHVfDlTrTV+BLCBn9A9NYRH/tiG8YkNDi9XgAMbYNpA6lnMTGvYgbqt2qMJVti5cxdDhgykX7/hLFkymylTtKxcWYLRCKtm3iY2ti2bNuUwePCLxMcPAAbhZT3NkvltGfmTe+8+wEe9b9+fgJpR8G5XuJkHGWZoXwtetyX3X86EA7fBRw//P/LeOkqK893+/VR7j7sLIzgM7u5uwYkSEuKBBOJClCTEnQgkBIiQACEQLLi7DTaMMDOMu0973T+qpru6Z/ie37rrnnPuzX2zsqYp17f2s9/97OeZobDtumRfPCAGkkIhr6759bpuhlKbyL4G6RpFq7YyZcYkvr08Fexw/1AztfpJ/LRxDztv6VEJcI/8vd2ZLwHsdv7Qr3n9GXbfgJA6GNEeIhXf39xiySt9eAvOawdy4Vg2PNwCyD5cJf0dHOAxvRwcQN8A8LnNm3ywQvKS7eMrgcJDMq4ZLP9bFOG3NF+Krb506Ca6WUJnOxzytWmBeWkIJkRtwFendQPm6Zipx4G/4oNbIbOIQfK0cmzsoB2BaJoV4/FsJmxUYUKDikD54Bw4qJDlIcEy2KiVGXQfxX7rsFFEHWHyB7tBXsbbmUilIRVfBnlU9txUAzNyAPog0ItArZX2Wvg6GjrL10eNCjsOOivU1zXUYMKEoYVkTpu8Tz16DPLvWopw0A8jNjeAUkU26RQTQgpKUYiISAUhaOmCtgUgD1CuukiVqhSRDjjIoFHjIA9/8gQ4xQ9MYjJxumys2pGEiGNRI7GsZb77wMeXKHrKuQ0ieTorescdhAsuOVoIyZRw3W2fGhlIHmcLBc4eJZkgAlBhx0iZc1kVGsLpQQNnqOC0c7qeMBK537ktZUvmZbxkWZGeBBAFEKT3ViUaSRC+QycHI0YP1/Yg+tCWF6hgsRvIjmIEUQyjhGPOaWr0dGcZRYZF6HRjCHcswdDCeEFrJhOkCK48QbaAms485QTYDkyUsR8dA9GyiK95ExEH4diJYQCJdEMjS6mKOI2KGIKIJZjenOEkxznEcQ6hw0wsw+nFFLf95bGPeuLwJYoQJnKYTwC4APjThjH0JxGB7ZxjF+fRoiIUP/oymShmUcB27Dg4Rx3nSKYDXQnHRIQsBbNh5hS/YyOU4TyGSn5ns/ibBkrQ4kO4QuMslS//kSoy6Mh89PI1TGM7dRTjRwwJHsHUaf6ghmJ86EAMUlaaiQYOcQwbXelKb9T48A+Spr0fEwiQcymyyOI4R1GhwlchSSunml/ZBcAAuhFN8453L9ms5QoRePMY3Uj0CLi3kMEarhBLIBNIYgzJnKWaa3L/sziyBl1xLeFE8yKtGE4wb1DFBazUIDJZ0POZxp+A/8Be19jg9ZvwZT7EOsCohicT4JlkCPZ4HXLK4PtDsPqIJA+5Kmuy9VqID4fp8yGlDXRIgvaJ4C3HYs899wIjRozm4Yfn8/jjKbz2mh6tVo0giBiNWkwm2LHDleT4+OPtnQC7icGOiDDw5Zf9mDtXAtivvHKOLVtynTZ9SoB97FgpEREGtm0bRVKSHwUFDUybto+gID1GowZRhOvXqxk+PILvvrvhdo4BAXqSkzfS0CAB8u7dg5wSkTVr0p0SkY8+6t0iwH7wwaMcPlz0v85gN7V/Fch+5JFUPvlkDM8/X4BNDGHmUinTdkhPeMiV8EzuLTs//BwAgsDixQUUF69n2bIV/PPPTmJiWrFiBZhqITgINqwB3W0k0dt2whI5X+bjp2B8C7UQcgph7TcwpBu85pFrcSoH/NMhNgrmhcKpajjYAAFqeCLg//y87SJ8Jp6gQWWlM+G8wggATjaYcKKmKumPJUPDt+t68f00O6cEm9t2vFCxhHjOc5R0LqP3M2Ca8RcGQRHZZ++E9+eB3QYzn6Vdj7toQll+fgFs3vw3y15ezMX3x1Bx/U0MhhRWr/Zm6FADkMjSpY+RlaXj+HGpKMbsWVUIapGd5127aBMFL9wBdw6Gpbthbw70ioZHhsDUX+FiCTw3UGK2AT49B36R8FgK+Bvhq+tgioBH5AziEI+nXC/AulhoFGDzAIF2/WzM2abnQnYFpWPi8b12lhdmdkV7xycEz2zgcINA92CIkfvvTbkwJAymxbVc5fmPS5BfDZ0USp/yevjtCGhVMNAjEBNFOCYHW/1bCNKOnYIOZhjmUW36Qh4MUsOY2+QO5tVDgAXCNdBFxn05t6CHFYbIuCDXDMVWCNJAskE6mdJqWLMfLvlrCGtjI9HgLlGxi/BbXivsSNWUm3Bgo+igDgc6QcBPkbl5qLETtYj46H1lhw3JfzqC/8zsAGSKDm7aRpIiOJyuKiXYqWUoUdjQyV3YIbpQQkdUiiHuBnk/XjLYqcUbLREYZVBUK8tk/DyOw6i4pyIqKqx6jlrhZIMEsk1YsONAgxpvDFTZRXJtUKxRI6oE/ITbO6Z0w9VJlFLENSpo5VHdsxopASDAQ6/eSDGZ3ECHP4keYNJ1zpKPcBK9UIlZOAQXg65CRTQxNAjHsAtFqGRnFgsnARGd0AXBKa3JoEG4hEUdRiSuyC+MNlxV7M+LIIbyFAICgUQoQDZUUI1KTklruqQ9WUIQbSkn2QmyNXjRnQ8wyPdOgwGbHJi1YjHhuOz7VBhQocGBFUFU0Ur4Gm9FsqtakT8QSA868S5q9AhygAUQyzg6s5gaOXdFWk9Pb1agJ58aIQ9BrUGlHoahiW2XWwr30YZpbppeQcGIazDQgzcIURxTNX9gIhVIQaAPZrYDcAu4hZZ86hlHGX74c4tDWKimF08jyP81NQt6MoGVfMVDLMKAQda3/0IDhcTxLCq0zgAQRKoJYANXsRKOVR59suKggAj+BOo565bsDAJXqWcdx1jKOADS2I2JaoJJxEoHfuYGfQkmG4k27cDdCIpt5HGEKjIwEEw+XfmUbfQmEhX56AmkO/egUvQPxdwinWOoUDOAe5znfJht3KKUgwzld2x0YA+xxBOLg+4ySDdj4RDnUaFmMEOIlt8LBw42sI8QggjAm0E0H3JMo5wvZYb6DtopnP2ltotsvpFHjsbRmjHy+3gMV9KeSStgifDhGSLpSxD3UMoeTGgE+FQTzD2C122116IIW8vh4euSI5kATIuBp+MgwmM0/HIJfHkKvtsiFU4F8NHDCzNhTDfo0wYMt8EpoihSXNwBu/13XnrpOJ9+OsI5LybGh+vXqzlwoJgtW27Rs2cIffuGOpMcv/kmzSkRefnlrk6A3cRgd+0ayBtvdHdqsJ977jTHjpU4GewmgD15slTJsVu3ILZtG4VGo2L9+gy+/TaNkBADHToYOHWqDIcDMjJcchIvLzX//DPGTYM9YEAYM2a0+o9Jjr6+Wj76qFczgF1c3Mjbb1/kf7L9q0D21193JSEhDl/fQB58Xaoi2L8rrHjatYzDAfc97MDCaALD/+Lbb++kT5+ubNjwC1269OTkSXjxJelB3rkTYm9TkG7zFph9jzR/2eOwaG7Ly735o6T7jTZAJw8A9eMhOHgAlowFgwpWbIH4Anh4Cvi3WB2j5fZuDmwpG0TfjsdYZOyNCoGNFXayG6UPpr/aRq1J7dSW1lb4MXsV9HgtnSbiqJfox2tCEr6UsJl9AIxjNgGC4iEtOwQXp8KDnaF8FNzzdjOUqXGYeLtnGuTWMjjxZYbXDmThwsMYDHoSEuKIiOjA4SMf07VrDgKpbN32Lp+lHZTcEoAfn4C7BoNaDfuz4bMTYPCy8PyMGo4XBrMjXcBHB0vlXJeSelhzWWK853SG6xVwOB98tDBFBqVKnslfgO2J0N8bHpIVEOMCNSxZvJQ3r4HpGkyeHkF0MHTtNorrd2zEHAwPxBUCkRQ1wlo5CfLXFgruNVjgqOx1P11BNu5NkzrVgUng5YEtM8vAKx/GxkKih0S50QrH8yX7x94eAfmfaXC2GF5tuQYNB2/B+TQY3wrUAphtsO4cNNpgsFz473Qx9DFDgr/rVq7cBa/+CqADlY4P2sOkDgHcPUgasi+xgx0IUYNe8X0usKpIz+xJN6OI0KqJKRfJEh00AGGy3VeBRSDMFkKsTv1f9kBZooNMUSRZwfTmYOcU0FUxZF6EjXLsBCqY0GtiJEfEySQKBhBgL7EcJpjx8ofYQhJBmN3Yb5DcYCI1UKiIQVvr4C5ZAVOJhQBS8MOOgMDwQpHzFoAZqISprFOrmOIl8kmI692ooAEQCFX4NlaQD0CQhySkABUwCB+PIhnVSIyPP21adBsyUUMlXTAShx/tCLdEUKgvcM4fx3hCUJFDMWr80cqFiMoopJEBeOHyfa5HSnLwpo/bvkIUgFuDhhE8j5fM/kWSyBVnjoa0Tjz+2OTksE7MJwbppXHI5w4iXVmBjyJhzuYc+ehMNO6JnyJ2HIIVgAgewEcRtAAUs8f5uzMfoJYDqCryAPAjgs48hYCKYrmfA+jHR/jTllx+RgT8uAsBFWVccS7TgwdIYBJ13MJXkV+QxQbnGffnS3yJx4SNLCpIxp9y1sjn8xDGFuQKudzkOheIwIFdV4EfUUTIrh5aDzkWSLkFGZTjgzcqztNAId5EEy0nEapRyyBbugcqBEIIoFQOOpuaAzhOGgEeeT9GdHQlicc4SAcCMFCCnmC6MotfyeAfbrEGCKEtg2hHqKKIjIiDkxzCSD/a0putlFFIHVtIBwKJYxB9PGwHd7GVGmLoT08C5HehkAIuchwb3ogI2BC5hIpUohhPFHYk9f3fHOEcWXSgM0MUSZT7OMdlbuKHFw97BEUA1Zj4nBMk4EdrghnrEdAeppA98jO6kBTGKeYflnMvnNdRo2It+WwD9tBIIGpWCSEMaCGXpamVWuCRDDhUDSYH9PWDL9tCd4+iAZkVsOwg/JwqZWn0agfJPrBwCAxp2zLJ09TMZtj6t41PPy7lyBEzkMhvv5WwYoUZvV56L0JDjRQUmDh3TmJ5lAD7k0+u8P77qXTqFMDDD7dzJjk+//wZp0TkzTd7uCU5Hj1awqhRUSxf3kOWiDTwwgtnnJUc//hjuNMH+/33L1NZaWH69HhWrOhJr15bqaiwuJ3DkiWdUKlUfP21K8nxdgD74Yclmz5fX8lFpCWAPWXKHtLS/gdNsvmXgWyLxYJWq2XlBvhxC4QFwa6VUqZtU/viG9h/WIu/n4WVH3szaWIJRqMERmtqYMEDEsB+ajGMGd3yfn75TeTuBwTsdpg0HpY93PJyF1Nh535JD77sfo9jtcEGebT0nn5QXAtbrkgv0t0tWR3cph2vhmU3wS5qea9hMAFGAasDns11ofSTiRraOQktERDQ+pqx66SP1TQxgsX1gfz151qS7rpKKNdoxzzayclZ0sW5DCcmg8MM8b1hQnOATWMp7H8ccveAVxhRd+3k+svdsNvt5OfncPVqOo8/kUJVVRjHj5cwYfwu0m13YZEB9qpH4V55ZLq0Ae7aBQPbQeLIi3wfcgtTTjQdWvdgQWuN0xf72wLw9oaRIdA+BJZlQts4GOQHPjLe+lwhJz7ZGtoaoF4UyVVbCFRrWOCrwiGK/FEilVeZ30pkr93KpJc/4GJxG3TmSp4e3Y6EP9ZxIWoSdhGmxEJEc1MFtmZCnhpm95fcT5ra6SLo0xomdGy+zrGbkFMh2RF6XtJzhZI1cqdQCFD02VUmOF8iMeP9bvO8HJRxzFDZ6eZksQSwOwVDmIxP96bDyUswReHCFqeUwDjgxBU4cSWA4d0DiEWS3/SpggiPgCDPChZRQC26TqJaFLHZwUct4CcPmaZW+bC7KJkOIdCirYei3XRItE2Conpcrswcxsndl00UMdtUoLETJLi6tApEKhHRiBoQoFxeLxgNIiJ/oseGni89QLZGgPsC4R3Fc7MyRgqEAYqwcwA1nWUdcJAiIHaIGrJtsK4OPg4WnSzWfvzJpj8zFdaG+XihoR/+Hh/4K+RQTjX9ZRD8N9XspxY1GgzcTXeCMeHA4OH6Uk4WmeQSRlsENCTq4ylEAtld6EJv+pLLcc4xmCR6kiivn0kq5VjprxjCv0YZtUwkBfdCM0o5R3/mE6TQkkd6nEdXhlPPn9iQgF9rZijOvcllQEWgoiCIVcESJvI2nq3BmWEBwTzVbL5D1r7HMMcJsE0KUNSVZU7WtYocAHyJx5+2NFJCKqfwZiitkIY+C+TjVKMhkcmUk8pRlhLFIHryMiJ2zDJLHs8ofOXrsY7z7OQG3qhoxUAG0pc2jEGFGi1arFidxxRPa7rSlz28SHBUEh2Z6DxGT5AdShgTmcNiDiECodTRgRFMobeTHRYV+n8fvJjPZFoTS7pHXkUQPjzKOD6XJRXSdQvkSUZxgnIyqCaDaiCEKIbQnXg0CjeNMkLZDKRxjI/lBM1MzlFMNj4E0YoRGLngts9cdCxjP2vkvIQMrpFLFka8SJGfPxGR39mHhba0J4EjuKJdERV/U0QvSohF5CBnUSEwnkHspZpo9ARjZZvMst/JaHw9AhsHIp9yknxqaUcICzwK0lyjkne4gAUHD5PCVEUewHEqyFKMikjXUUsmem5Rx3i8WEYQrVoIjprajkq47zqUWKUk989aw70ROAvWAdRb4c0zcK4A/rki9fMP9YAXBkjuIrdrJjNs2w4b/4S/d0JtrYbIQJHgYBXPPuvPrl0/8OOPvXnoIan4T48eoYSHewGVLF7cwQ1gNzHYSoD95JMn2Lu3gKQkXz75pI8TYN977yFnkqMSYDcx2DNmxPPee65S6S+9dM5ZyfGrr/qh06l55pnOvPCCu/vI1KnxfPXVNf74IxudTsV77/X8jwx2SIj+tgD7/vuPkJZWQ/v2/ly7dvtr+P90+1eBbK1WS3o2PP2+9O/PX4B4xUf8eiZ8sgG69oRlT+uYOnGE2/qPPQa1NTBpErzzTvPti6LIO+84WLHCQatYDbNmCLz9esvRpMkEdy+AsnR4Zzm08TAmsdnh1clw6iakxML7W6R6JSPbQ/R/bbgAQE2j9CLaBVgaB2OCpQN5Ix+yzBCmgSspsCvLjst4WWBAPMROyuc6oBcFljQEM3HSODStsll8Vzt0BNBVofsTHaVgXwReRgTvEdDls+YnXXMTto+BujxoNRKGfQ2BUuekVquJiotnnyabysZAYmJEli65SHXcSLJyR5J3ENYtgjtlZtghwl07oKAeWvmDPVT6OBji8wmfUMtkn76AD7kWeLsONH3hjXiosMGHtVCfCBsVjmhnZQJnnLcEsAE2Wazsw0y/QBsddd7sttjI6tzANKuOoiB4wlyHdkxPjEUl2N9did1i4oknn0K/ZhL92sLC21S0/iFVOv6BivtttcPqi1DRCKtaANnH5VHrAS242R26DOpsmOBR0fpkDvTVQWIkeN+mP68ohc4+MKQJZGfAEG8YpDi2gxLBxxDFiE1Pd8tmAAZ3gO7y8WWUwckLMD0BlM5z+Y1gtEOM4njy6lVUHA6hV4BIE1GaLeOLVv8HZYOvXvPCWOJFUgcHTaO5N3ONRBbF0CbOARFQYhG4eLINMXoRbR/Xc1ljFRFUEKiWAIt3uR9xGguBvmqqVSI2wBcBQwus8PwgF8ieFGBnuMLypYkRDJUB5z0+sNf53ZWC2OVBOAG2iEg+ddgQiVTotc9QQQFWxipYUQsWyilHhYoQWSu+mnIu0gj4Az1ZD7xPOvtojU4BtMtlmUmwDHYr5KRDgElMRUCgjBvYMKGX9ax2LFRyAxAIkhP5RESKuYyJanxxHyapUEgsEnCv6BCoYOkjiWEQM9nLPkxU08bDNk1PCA3U0xH3aoKVMjjyozv6FiKwGqQCMiHci8pD59pIAY3ko8ZIIg85pxdyAIAw+uIrM/F2TFTIUoBuLAMkdwsQ8aM1WoJwYKdIBtkD5GWyZb9zH1nfW8JJ7DRgJIIOsq2dtH0J6Nbj4ArJXAGOcoBljAAFCE6hD2OYST6nqaEAH8KIVowo5ODSq7amLdOZR6PsPwNQig8H8eE6tTxHJcFoscrBZDj+PMpcAmWdcqYCILcjmocYgx4dpfLIQQL+vMgU9GgxKPTrAAUYWcJRxqH8kEnPugUHO6mgJz5clK0tuzMONRqMbmBTuv+9iOdpMuiDH42ko0LDQEY6cxVSucFN8vDBi050B0WVR4D+hNODYD5nB9G0og2hWPBniSyVisZEArEMI4hO8ruQh5n1lDKRIPIp5AKF+KBjCf0wA5spZwh+iNhYxhksOBhHLNNxdYb12HgSFzobQCCDCeYdTBTgIAUdHxBCsGeRA7lZRXihDLbUQo0DhvrDD22hlQfh/ddNeOIw5NaBtwbu7wavDIJWAS1uFoD0XPh6I/z0NxgLIC9bmt6tCzz1eAhTJmnw81MxYsRrjB8/mXnzpuPr68PPP2eyY0c+Tz7ZXgGwL7NrV4EzydHTB9vLS8233w50Y7ArKswkJfny669DnUmOU6bsJTOzlpSUQFas6EVgoKuSY22tlfnzk3n33Z7odGp27Mhj9ep0AAwGNSaTnZSUQDZvzuatt6T39Kuv+jJ3rvvHyWp18Oqr55xJjr/+OvS2DHZtrY2BA8P54YeBtG4h9+m/q/2rQLbNBvc8AykJ0LkDzBrjmme3w33Pwc08uO8OmDrRfd1166T/vbzg/RWg9xjSN5kcLFzoYO1aEUGAt94SefzxlsdqHA6RR54wk3rZQOtkeEQx4nn27HHWr1/HqVNn6N+/Ly/PX0BlTQrLvwKtCM/d3+ImW2xPb4YdJ2DOSHhbBkBH0+HISVAnw++tpcJwd62RXnpBJbJ2BrTuVMdDmhKMqNgidGXlyvfR+WoZ8+Z9VFacZmjQQnQyGBBFK9TNAvEAdB8JvutA8OhEqi7D1lHQUATBXWDMT6BwRrFhYz1/cD0qjVevFjI8504CO9/BAi5gFPP4dHgQd3Z2RRYr0uFyDQQbYOXERp4TTM55hqAaXmAfHzKUF/L9MIkwyx+6BcKbhVDvgDF+0FEmL3Isks5dJ8AahQPHD2YJ6d0r25N8Z5bKq/TxE5yMp1Uloo5SEfTJIyx590Fam3yYdAOi9TC6hTogufWSlEKnhrkKU4JD2RLAbhsCHVpIlNyfDkkhUlEdz3YkQ5J5dPaQGh3KhGOZ7mBe2fKrYOMp8NVDd3mff12SKoU9JRc6K66BkEboHwA9FY4n7aJBp5FGWwA6xsKfz7tGhG5US3/beASDWVnQeAKSe0GTZPiWDD791YoEvlLo1gAJ/2Gos6llNAgUmSFa7XrmrteouFgFj0RKIKtAHmEM9qialn3Rn7Jb/nj1FBFjYWtqMGYHBA2BPLODjjnhhHk5aEne3Frx/i8NEd3mFZq9Cbe0J0KvAh3c4Q0Pl4k0igIgMNQADyiGfcux4I0/Bhqd+m8bdoqpRgAiFG4GeVSjoS/hqNHI3XM/vGWQ7WpGVGhk0PIhhVyiEYEwfJiDnlg6YHdqzvXoycRGAxYKqETEJfsoJg87AwnAgYA3V6jDhypM1GEgAF8PoFuK9CFs3YILSCOuDOPxPIwDM3UUACqSFUG7mUoayEGFjnCGuW2jjGzAQLBi6F/ZbmFFTTd8W9j/LVJR0Y9ggpwsNkA+hWiIIVoRFGRzGZGOGLHyLTZCyMObaoz4ECOz97ncwEYI3hgII4V66ijCAmiIk/XK18lCIJJWTHHTJQcrpExNrZBaKqlwguBu9GQ0swHI4DQi0I5JbnrlU07dupq53Cvvw+a5aYqpJ41yShTOKs9wHzo5EBQRSZOZ7Ai8eYrJqFFxSJHE+gp3OJ85YwvQoCNBBLuN+gh0JYQo4niaHNRACB0YQAJtZO9qNa53R4XAw/TkBgb+oYB/qERNGEkMZbasYbfj4KgcLI5hII2KgEQNPEJHphDPIa5xjQIC8eZJ+pOK6xuRj4F8oggnBCsOtKj4jTLWUMpPlOJPNSkE8gCdCMGbVZSygkK8KSSSBqLxog0BLKKTMzC04GAp151n8wHtSMCXWeQSg5Y49KwhAt8WagqAJD2bXQiHGyXQ9XFbeDTYnb2uMMNjZyGrVALYXUNg5RDo04IbVVM7egNWb4LVG13TZo2C3okwbTIkJgCK0acePfoxdOgAvvxyNc8//yRFRY0EB+sZMCBMwWBfRKWCb78dwIwZrXA4RJ5++hTnz1c4kxw9JSKRkUa2bBmhYLD3EhJiwNtbkm4EBupJTZUAdhOD3QSwmwrN+PpqWLq0E1OnxvHMM6e5cqXSCbA//rh3iwC7icEeNiyCl17q0gLAbmDKlL1OBvuHHwYSEnJ7Gc9/R/tXgewPVsGJCxAdDju/d5/35Y9w8iLERMDHHm4hGRnwgySb47PPoK0Ha1hSYmfOnAqKi73x9tby889qJk9u+WXat6+SJUsyKSuzExXZi19+VFFRUYVK5YW3t45169by6acrSUnpQGZmJoMHDyO429dU1c1iWHfo26bFzTZrf1+BVSek4iyv9AKdCqob4K7vILsM3gqDwX6w6bJrnZ/vdjCrjZo+f/oQEpzCrD61hOp1XLlylb7PDaA8RsWF/eHc0XegM1/SZlmBxnYAhAjwWwMqD41E9Sk4PxFCW4G1HYz+E/Qu0GDDwmY2c400jBiY4Tcc786NLM4+gAoLvVsl8mhnF7u3uQheyIDgGNjQHqq9FZWhJOKEemwcoxQxMp94UzLvRWupxsbl0BsMd0TznJ9r/z+rqxjbCuLq/AiVE+euiWaM3nX0btQzQ6elQLSQIzSgQce9ei1rmzJLmk5RJfCal5aZlZK6e0EkaFq4/SvT4bwo2QwGKy7Tn0UwpCuMi2g+AJBXCWklEhju5gH2HA4oq5E64oHJrmkmqyQxAeifQIvtQKb0d1AiaNSSreCJHGlbQ+S+al86HL4Go9tJgUFTU6tpshvGzxt2vgLVZdlUl0GrVq2oyIZBQIqnflAG3/GK6UW1EC5CnKJfO3IOUkshpgXm3rOVNQAiJCswy00ZbybI17ikHuLs0MqD0S+TwXeQVqDeLnnSG1XgpYbiWhX78/T086NFkG1xfdvpb3DvJi+a9Gyt1zAQNejARyXQyWDldKMWFSLfhQqoFDf6JjaOEaJwwoY8TOjoQRh29Aq2L4cqLlHFAIVGeSx+rHQ6dIioEXifaKdP759UUoIN8AP8+AdYRwYTswEtjIyeyizSZGg3FB96cRQv5lOLnRyuUUJ3+rKeIj5FSijw4iGSEIASphDmBPTFVCKgI8ojWROgUAZHgYTjQyg5pCEykECsaBVD9pnkks5Y2hHlBoZFHJwgHTOd6KDwh25qNRRxjYto8aKbQgfc1G5wnBKKiGOWYp0yLnMGDQaG4zKnv8BZsmggjhn8gpx1TBdCacVcIpmNgxOkkooX45mMgMBlLnKGRtozGy/CqKKCw1xEQzTDGON2LEEeIDsEL15lBGkKVnaMbJNXQBYXuE4UvdFkJ5FNtvSeKaqK3stDThCvQy07wLjaBNownFYsl5n+8QxwAmyAa7ImXYXAUqajRoUDke1I9hTzGeQE2ABGNzZWYDSxPEEKyxVuLKOIYRFdWYXkc2wHigljE3CBDH6nHTvloEwFvM5QOhFOvvN6gx0NNwhmDmnsoQvnuMkBSuhACv3owkIOyUuKfM5A2hBALRb+QsqUn00/DOiweAShILCRcqYSSld8qZQDExGowp8TiIzDQE8gVx6ZqsdBBgaK0LCOts6EUAciX5LDaaoJRssqOqNCw0xyELILCETHF6164X0bgJ1qdbCo1sI5k54otcCGKBjg8RndWQj3n4JCEyR6w0f94YmUlr8zAJdy4aU/YNsF6BsHBj3MHQ2PzYQe7Vtep6ZGRKuFN99cTt++A1iw4E78/LSUl5u5eLECX1+dUyLy2Wd9nQC7icEODta72fQ9/PAxsrJqPWz6XBIRb28NmzYNdzLYU6bsoUOHQPz8tM5Kjrt358uVHB1MnBiLr6+WRYtOcvas69mfNi22BYmInQcfPOZksFsG2I3MnXsQgPbt/fnrr5H/4wAb/mUge60cza1+BwIUuqWTZ2DJC9ClPbz/tvs8sxlmz4Nz52HRU3C/B5Ocmmpl0qQycnLsdOni4PDhULp1c3/y8/Ia2bGjhD17KtmwoQqAmBg9O/800b69gX79fkevV9G1awQhITN59tlhXL68mezsK2zefJA75hWjCitmTPuLmEyDnBrx27XM7GI+/SmcCD0sHQcdZJZzyS8SwO4eD88Mh7I6ePQvad7nk2BOWzU/3YAzpQLRDV7c2d8Li8XCvrNHuPv71oCDy5+kcvH50/TrN4QGdlCm+wp/YSx+wssIKo/h24pDEsC210LEYOi0DjSuh9hEHX/zOXWUE00rpjODAAL4nI0kATpCeIv2zg/41Xor91yUAMdzSTA8BqbbLrueUgH6EskkknmdLAoNZl5v50MrIZYPyOOGpobe0TAUP0CgAjur1FU0+Im862cE+YP+nVDDeXUD8300+CLwNeVU+5TyrCOUCJUfFps7c6kHXlT58FyjQJdoWNCCjrjRBt/KwPZeBXist8KPmVBng5XNyTcO3JR81YckSWBY2VLz4NQNaBcJcbK+e+E3sHq/ZNkUEwA6qwS8PV32LqfD4FBoZwSf8RASCMEq6NAGJ6TbK5NeIzwCO1EEiwxQn5sOMSGQrbBB3HEC0ovhUzlnobQc1myCrBII84EkxfuVcQOKD0Cswlnnlpx3EvcftIUgSaou7wVfLcQpMEz5YUiyQSsZZ93Kh9zDMKobKLGf2gKhAgRpoawRBthcHval8vmF3kayUiyThVGa5h+6Arts+6hg5/OsrpuXrHWPpHJkRrmVAlBmYeY4VgZ6WMTdkofpYxTTO2IgFBWlcjLbY4S6JX0OxJdNCi1z074acSBY1SQRize3qMEOiNThzUHqgRKGy7rkGFpRpwAJDXiRCqRyk3gM9MQfO3b2UYaD9tzhISMByJOlDa1lAHyDHC5Qw0APwJxDJhVUopOLwTS1cvJppBZvAgloIfLJl4FVNF2cNnKu462khHTUaIlRaGyzZCa4FV3ROovH1JHNNQRU9KADONlfkVL8+YxcVDhI5zoCAh3l7V1ESrzqKOeqXOIMINKGTm7VTAE3v5oIvHiN0QTjxd/y8Uzmbuf887KcJYa2Tts/gJOydKYL3YlRyDQEJ8SWfj1MT0aTzDluUk0DIQQwWhFQAOyQj30yvQmQj/UMhajxIRgbg3AHMbucsiCRBXRgJskICJyWn89g1CyhGwICoS3ojyuwYcJGnRzaDSOWTrKcyN/t3knn0Q4v9AhsliU8w2hLAw6KZIb6LhJpI78Tv8iZB4NIoLcs5zArGG/pGsH9RNBFTnuv85hvQeB7SphCMMUKfby0rIZXKeB3+Zp8Qy7rKaAX/jxFAr5oeZlM6hBJQcezhOJ9G4nIPoud6VUmakSYFWLlE18d4YrTtzrgxXTYniMB7AEhsKYPJN2mfEBZPbx/GD74Ver3vfUwsgtsXSL18S21ixdFvv7awbp1Dj76SM3ChR2YNWsqH374FQEBk0hO9uaTT65QUFBPVJSRPn1CmDdPchF5440LTonIjz8OcrPpO3q0hC5dAvnuuwEkJ/tRWNjAokUnKSxsJCUlkD//HOEmEamqsuLnp+XHHwc5JSILFx6hY8cAuncP4pdfbtLY6E5wRUV5sXr1YLdpEoN9jOLiRvz9tWzc2LIGe/LkPdy4UUPPnsH8/POQ/xWADf8ykJ1+GV5/BkYr+vTqGpjzgCQlGTYARg10X+eZ5ySAnZAAr73qzjTu2NHAu+/WkpNjp08fHZs3BxMZqcLhEDlzppoDB8pZt+4WqamSzVNUlIGwMCOLFsWyeHEMXl5q1q+/xK1bVRiNGkJDvbl1q4aTJ0vp3XsUJSXHePJJKL0VytDkM2z66VWWv5jO0KEDaGhoxGg08OKLL5KS0p2VKz9j69btREVF8svpEYgRDzO0GyweKh3rxn/g7/XQuwesWSgN9y9+BxIroVs3eLQP1DfCN0el5Zf3Ai8N/P77Bhqnv8uF1AFMTDjD7P4iY8dOIi3jILbQxSDYEHRTEDxK11JzGPLflgH2XOi0xq1YTQ1lbOMTKinCh0DmcQdGAviCjeRSTAh6nqQ7PvIjWEkdq7z+5J6unakqTGFpgsBx8mnUSOgu0RbBs5pOxOHHV1ylEDNtMTJUUJNNDRsoQgCeJt45xLeKShoQGYaRFPTUYKYegU3UIiDwAH7UYWeDzBhNU0kM+F6bazi2taBijd6Pn4o02IB2BndWtqn9cgvaB4Joh76K9/23LAlg9w+DdgHN1/szB0yhcEef5vMOyiO5vRSgvbhaAsEmC+SVwPjlkob61Dvuz+7GY5BeCOMTod4E9TJ5VJwP/gfATwV6P+gYBf099OVpcsKkUQfPesiqqhskgK3TQEcZB638GV79WF5AgOVn4OZEmD8DsmXslyDbDNY2Qhc7OIzubH9LLb9Gqgbqq4cmMtnugOslks49VsY1BbLLWpTHh+naBSithNDB0sfp6GXoJlti15ZDv1LoeJuPWUkD9GuA8Bbm60s1DLKIxCiChLYaFYU2GGcUmi1fbFUTL/qToDE4RwhynMly7g/TDYLR04NwXLoiAQGtDBK8EXlUMQ9gNP5uIDsYDYvw5xMseBNJMAEMpIrtVNGki1UDCwlnH0H40JNI4lssDNQaLzrJoCyPIqxYCSUYHw9QCXAVHSoGEkkH+Ryz5XNs5bZcnqwNjlfoXaXli9CTSAyRLbqnpNOAlv5E0bvZvDSyUDOQGLycYBrgGrV40YVExTqXuImRHkSgohXBqBGwNw2TAeHoCKQBX9oShI0A/Mmlikri8EGkLe0RETmNCiMd6NLC8WxSuJIsZxx+GEijgEai8MXGzcYUltfb6WewYPLSo1bp6MJgypGGg+oxs41K4ulJX4++9zi5iPKxvkB/ehGHiMivXKeSGKaTgkoRMGVQTRa+RNOKYYrg6HfSuUIjD9ETjQdIvI4UCYegY5YMNpvyClTA+wxx3qNgDxgRjpZvSeKi7M4RiIHHFDpzP7flBUYSyHISOEwJOsKIRssAElhDOmYcdCeE++RnqphGNpONFQdj6e08hkMK1j8MDe+RTE/FM1rk4azSGgPvykmqtzzmGRCYJTuu7KSUVeShAu4mmlYYeYRrnKOWvvjzBKEerL+r/W038WiNjRpRYIZezQ/+WgyKx7rABLMvwZEqSDDA8s7wbDtQt8BeiyL8dAGW7ILyBujfBXqGwkuTIawFssLhgL92wda/Haz+0gVcz52TCIJXX32DTp1S2LXrbu69dxR//XWLfv3COHq0GHBw6lQJa9dmsX59FoMGhfPss52dEpGnnjrplIh8//1AJ8CeNElisCdMiOHzz/s6AfZrr11wSkSaGOwdO/K4916JwR4wIJxXXknh6NFS0tKq3c5j8WL3YlBKiYifn5bNm0fQvbu7O05xcSNLl57mxg1JIvLLL0P/1wA2/MtAdpskeEbh9GG3wwMLwNcA3VLg3WXuy69ZA39vhdbJsP4nCAhwzfv221oefbQcg0Hg4Yd9+eijQMxmG489dp0tW4rJzzdjMKhwOGx4e6sZOTKE8ePDufPOaLy9XZd14sR4nnuuhuzsIkRxDyEhYYhiNtu3h9K9+92cPp2G0WimW1cjQUGvsnJlCMePH0Gn01FeXsEdd8yisdFEnz7dmT9/DidSHYgRD4NoYUT8ZtSq2RSVwUNvQnkVvNxDYj437pUK5XgZ4MLzEtP57lo48RPcNRvukomLd1f9QsVTW/i7WM2rYSKtH0ph3S+bec9eyoOikRChJ76KJCIA6s/BjYlgr4HkJZDwnptOu4Hr5LEUHUkEEc0kFqFGw15WU4iZEPyZQT+5cp7kZ/wR26kQ6kgOz+KjsE4UCyY+ltmXFDGUdzVSJ32BdK6xm0l0JJpqPmcXGoLpRwTtSaGtPCxdhokjXGQqYcwngjTKeYZ9+OJLClF0JYIEtPxIGfEYMAApeOEQRU7LzEY8ag4bArDaBU7XSvUvlrSgqbaL8M4NyKiHn3u5wK4ownfZ0DcKHm9BBtRohR03JXu+kS1IJ24UQ+tIGNrONa1LPGxzT8Cm0SLtq2m/hZUSwPbWw/SB8Pw3zY+3shaogqJcGHkOXrgPlj0ozd8tGzhM6wMajx7i1DXo5w+tkySgDRCr1IuLsO+o9H/ntiDWQJKXlMAKkF8OB49CcmRz6czKHbD3IiwcI7HStyqkgCZeof0urpE+IKHeYJRjOmstdDRAjIc7WpnkOEiIF2TJOYDBcl+bXwXHs2HQbfSORTVw/JJkq+hJ2h4rFchoEAhX3LNg+fG/uzn25HiDjgOmQO720/HBddiSDcWacGq1IezzEoiPgpmyHOgMJnKx8opHQRsbKsBBO/TOkZ+m1h8ftODk494hhlpZXhKKPwICg/GXQbbUniKKWEQuUowPekJkj+owtJTIW/JFzYe0cbqY3KSSAGJI9CjeA5J3+EVyEYCFxGPBTimR+ONLnMKBpJZGTmIghl5EerDVp8knFQOdZPs69/O3cY6rWLEyqQUWPZVr3KCQDgrtdyXVnOUGWrTMVRTvOcYN0qigG6PQIBCMWpbbSAD7GzrzAwe5jImFskXgQW5xFAtj6I8GLdcp4whlBBPMUx4sMLgqovYiCj8Z9O8ig6PADCbyQ53AxkaR9Q1aVBUz6GAYSWtffzrKIPsQadRiQiSYCA//5uOy9CMeP3rJDPdVSsiiAj/09PIIXjaRSQZ1dCYRb/lYrlPBFcrxRssojyAomxrKMKNBxZcK7ftfMrs9ijiiFQGZViFciUbLGtoQhY4NlCEC80hxC5rOKALCeYTyHPEIwI/c4iY2XqIX9Tg4jIVogrgPV+e5mSIEBIYRRRs5l0FEdAaZPgj8SWd8FdDGhoNLclArMf8RPEQ4OlTUYiMDl23cGPx5nkii0HGdRn6hijpzAJOFEPpq/Vkh5HCOWsLQ8QaJNCqkL8q2xWHifnsVcX5qZpr9WOGjc5OQnWqEJdclgB2lh3UpUm5MS+1WLbxzAr6WckoZngBfTYS2LXyLLBZYvwlWfAXXMyAiVCAgEO6+S8XDD6vo0EE6hqioWBYuvI833victWs/5KGHpI/Mtm1jsFjsvPXWRX77LRsvL7UbwJ49ez8XLpQzYEAYn3zSxwmw588/4rTp++yzvm4MdmWlhQULWrN8eQ+nBvvrr69htTp49NF2vPlmNwRBYNq0ON59N9V5LoIAkye7RnCsVgcvvHCGXbvy8fPTsmnT8BYB9uTJe0hPr2Hy5Fg+/LB3M4Bts7mPavx3t38VyP7tO1AqLZ5+Gv74AyIi4Nhx92TGw4fhwQfBaoVvvoFecr9ut4u8914FL70k0WNPPeXHG28EIAgCWq2aX38tpKLCSkyMgalTw5k6NZSBA4PQ65tHs5cvn2fChMnYbNOIiUni0Ud7odeX0qXLFDp2bItGo2HKlFPY7WYyMsyAyIgR0QQG9mHXrjwCAqK5774vsNkaMBp9SUiIZeLEANr+U8Iffx4l6/JfwGze+1IC2CP7wiOzoKQU3pWB1YpF0DoOsvLh/Z8lgPLwEEmbazabuRg0GLugYVpQLa2N0sc1cvkLrA3ryBXHVrarDO5m+pYsSBsnAeygmc0Adi3HyeJJHNTTlWRieQ4zDWzlHaopYhg9GchMamRbLRtmjrGGIhxEEMAixoFgYyOHqMNKL8JZJkgAu5wa1rEbBw76E8wJWR9ooxyBeqYpkqW+5wY1WEnBSi+MbJBZtVpqsZNOD/yoxc6XlFGJnTXyx2qT3dXhHtT74S0ILCuCg1UwKwh6eeQzmWywpVAC2AleMDPaNe9EGZwohyAdTFEkKNaY4NmdoNJDq1DwESHWg42w2uCnU1BrghEKR5KurdyXiwyErc+5y0WOXYN+CdCxFSRFQbAflCusQdtFwnVFkS2zBQ6ec/37ZCoMSYZJPWjW9p+F4xdhgEL3170Fx5QBPaBbB9j3JhRXQsKj0vQC+fsa1cLQ5tFr8McxmCi/i7k5kgyk7xDXMvlF4DgL7RQe5FcuwpVTECqPYBUUQmExRJSCdy2s+ECSfySkSU6UX1ZDWStp2dux6SWyxDO0BQKkWCa+IhRSE+8K6GOFmOb4kxxZXtJKreLTdLhQBlLXq2EHsPsKTE0A1CL5mBGAOI8COeHoKMHEYx6AC0CPysnEtkXFEPzYQiE+hBIm2wwOxJemofke6LmPME7LGupEwpwgKByVrLAVWU4ysQpW+BQVXEDLAKWljNxuUoSISDzh6NGSRgkXqCCOQIyKMqIZFGNHxIABjUJm4MBBhsx8tnZzsJCvITlYsRJBhFtVP5AcWTLlc2mnAGSpclJfe5KdVnjV1HODfDSo6SqD0UqsgIA38A2d8cbBFYpQo6IP8YiIHJbZ90HysR2WZTYDiXdq45taPtVU0ogRDYtlqUwtJk6SgwAMpTXHFF9eByoum4KZZnJwFRAQOS5bL47G/eWqwsQJ8hCA5xQynH+owgtvxpCIXvFZL8HEQdl5farCYvF3qoinFb0x4OUh99glu9KMI44Apw2inf2YaE0UEz1A+XpFRc8NciXXq9SyGQttaMNAj0qLB+QCPzrgBXlbxyjnJvWEomc04fxIAReopy8BdJCf4VxMrKSMAMK5V/EMHqQaEdAg8Asd3AA2wPfyEw2wikT6KhKNn5cDFoAviWOkLEmpx85icslwWLlVH8unCOzTVmH3qqGz2peXaEU4evmr4t7+dpi431aFHbhDZeBlH53bN/SvWpiTJxVTGx8GP7SHsNvU5fr1BjyyH6rM0D8RHuoKd3dpTlCIImw6DG+thdwTUFEOcdGw5CGB+bM1+Pq6r1BS0sCVKwP55x8127fvY/x4KZgKCTHw5JMnuHWrwS3Jsa7Oypw5B5wMthJgT5q0h8ZGO0OHRrBq1UCnTd/cuQedDLYSYDdpsF96KYUlSzo5C83s2CHdi7AwAyUlJvr1CyM8XOo7lAx2nz4hvP12jxaTHCdN2kt6usRgtwSwT54s5YknTrR8sf+b2r8KZHdUMH4ffSQlMep0sGEDJLRyzTt50sZzz9mxWvUsWgQLF0rTq6vtzJuXz86d9fTp48ODDwawYIGrQ9doVHzzTUdatfKiRw+/21ZyAqitrWbmzNksWvQgn3/uTXZ2HQ0N4Sxc6C7Mff31JIqLzVRXm8jPb2T8+N1UV1vp2TOI8HAvNBoVXl5qdu7MZ9euKv78sz+Te+fy5mML+ObQfrb8DZ98KAUJq16XwNaTz8OlQ7DgXnhEsntlxacQ4QODesEAWbdaUaNCvPEE8d8X8NQHEsBOFeDiGAnVdNp2CM2UO10Ha6+A4jFSkmNDT0ha5wGwt1LEahzUE8BY4nmXagr4h2+ppohgYhnJXXjhRw0V2LFwkHcpJpU76ENP5mFEyy+soYwbTGcgs+iFCgErNrayHzt2OpFIVxLZLldOA9Bg4gd+5jHuI596zlGMFoGHZVuyLAWLp8bBKk5zkAoq0dMLL/rjg9XhYLlVoj8/0/kQrFZTboWPZbLiCQ9HkZeOwfvnJD/2wRFwd4Kk371WDJeL4J96QISFyZI0p6ntz4JvmvKftDCnpyR/0CritCMZEsDuGAXxir5ECbJ9DbDrJUjwYGMPXYHj12Fcd6kzDg90gewnpoEX7iA7PhLWyKM81fXw+0FJlvG7u7saAHtlFn14d9e09smSntwmj0p2bANbvweLXQLYei3EyKxLWTEMCYUeLbizFMh2xlGytKRQHgGODHItU1QhfVB8FH1niTzCGOYPO/fAOFfeGwDvgkRhqeAmcGorxCSBdx18/juUToT3X3Nfx1oDg9WQ7NFDNligdaFUUMhfeU/TBG41QGQLIxLBFVp6CA7iggTubN0Esl1tdrJ072/aRBor2pOsdaAP9Mj7kNnlNrepkqlCwAFMlgvDHMbGFXzpiXShdQg4K7MWJxNbLeCli0alm4ZKD+e8oLsRUuWh8wBUDMQVCYmI3JDdKdrRnEK7RANq2pMs7++GDGxaeyybTZXsme3+AORSgxetCaKO4BbK0p+lHhV9SSKk2bxUijGRQluMbgD8JI0E0JVOCqb5EGXo6UZnNBjRY5ZqRwLwDHHEYOB3ivGnK+2x4oOeyzRgIoEk6uhIKHZE9uBPCB2aAUiAHZgIoj1dcDgB707q8aYridQRig/JGgfuqYvwrJ+ApgpSqWM7vgyiN108tr+RGvzpQDKNRMrnmo+Z1dRgIJaPcR8yW0st1bRjCioiZB1/ERY2yvKKZR6sdzU2vqOaIOKYrADleyklh0a88XVqo5tanswEzyaYQPl8N8tAvSeBGBQgvhyr7NACvylGJH6igURiGI8XdkR+pgiA+Qp3m28owA4MJoAY+VxsOPhMBspLiKGVR8JpPXZ+kZ/bhwh3A9iZmDggy2KeJcIJsAE+oJibmIlyeHNLfj5SrRqE6niGekFbQ/OiQgAHaeQloYI4QcsdgpGX1T5uOOGnKpH5BdK7OtcXVrYBbQswot4Gyy/AcjnPdFICfD/CVd9A2c6lw6Iv4IhMAk8ZC9P7wJwpoNUCHkHgX3/d5MEHd1FS0oCXVwxPPfUFAwf2ws/Pl6tXq/j992xUKoFNm4bTr18Y9fU25s07gMXi8EhyrGfy5L1OBlsJsKdO3UtUlBe9eoXw7bf90enU7NmTz/z5h50MthJgv/TSOQwGFV991Zfhw6P49NOrzJ4tJX9L9oB/AODnp70NwG5kypS9hIYa0GiEFpMcT54sZcaMfdTVNXfn+e9st8ld/f9uE0V46SVYsgRGjYLVq2GQQqO9YYOZoUNrOHWqnmeftfHhh9L0khIbffpks317PQEBapYvD3QC7MZGGxkZdZw8WYG3t0B9vYXz5ytxOMQWjkBqzz//NJ07t2f+/LnOqPPSpYpmy3XrFsLYsdEMGhTJTz9lUFVlRRQhPb2O8HAjEyfGMHp0FLGxBq5fr+XWrRrmzHmIO++cRVxcF56QrVnvnglxkbBlO/y2WRrmf+lRCXRv/we++R7qrsN7j7j2/cz7WTgEL5KDfensZ8VuF3lqVBaxSzPof/YaOT/9oriwViiZCbYMUFkg+TdQuai8Gn6lmMdRkUYED9KKDyjlBvt4CW9qiKMjk3keL7mTs2MllY0UkYqBAAYwjxB82cpGMrmBF95Moy++6OTiBDu5yDUSCeZuxpCu8OttamVUkkku33IIHwp5nESi5U73mkKz19TSKKQPOpbITN4Pjkb81Q4GqdTcpZbAzLvl0CUAJvjDQA8pwN5bUuJKfhkcS4N2Mv6ZvwFmrYPvtkOyFR71GE22KHM7rPDrcUj5DCobIa0Ier8NL/4lVfea4cEmF1e5fm99ATorbAkdDigql5hscLHNVyXSjdAA+PhRaKNYJywQ9nwJsTLm2XZcYtEHdpSWV7aqGihIh1EdYKAiwVCrxdmPB/jDrh8h0B+ybkG/eBjW0cW05+TAwcMg1tOsqaokxxJ/LRw5BjeuSKMDQj0Uy3KPqloI8YUwxbFF6aBXpDQ96DbJP54S37xMqC+GvBzYtrv54rmFcOgsCLXu08tNcC5fSvJUyoKKZAexSA/m2y7CtnQNp9N0RKtUzG8Pyir13hqRFXLRwjw7ZNoEamzuyL7WIVJZkkBERSLhLfAiIiJa+QSny1KOTKQLHC0z0bnOEvJqbpp1FNggo8HAjaoQ1hSH0Ocm1Dmk+QAzPBjzQkz4EE0ckUS0qMcuJ5s6J3N+DRVhtKONhyTkEI3cIppYhYQE4CJVHMOKoHBVUbbTFHGZGiJaALXnyCObavwUwL2KRk6Rz2VqaacAi/so5hL1xMv7PyHLDMLQMVHe9haqOYyDZHm9XVRzEitBRKFG4CwNnMVMBgaSPACniMiPmNiBH91w6Ul/ppbdaGkvT2vtdhsFnvMTeNNfekmaKgp2IdhNW21H5Eeq2I/AAEU10A2UIALDCXCz2DPj4BeqyMPGEMW12SCWYgdGEEiER9D2J2WYEUnASJxCErJTZquneQRHN2gkAzM+qHhWvtf1OMhEwICGO3BnALZRgQ0Ygj/J8gjHDczspJ6zOJhABL9Th4MQhhFBLzngysFKtlyn9EHFs7mFOkrxoQ/BzGpBxvQrFZRgoxNePKFYTxRFPhZLsQEzCGSBYt2t1LMeC13w526H+3sgouKrBhXnbXY820UszKeMQsHOVI22GcD+vFrk6SqI1Ym8FgrfR7YMsDNqod9uycq2SySsHAZbJjYH2HUmWPQzPLhOAtihAfD1YvjjXbh7RhPAdrXiYpG5cy289logJSUNDBsWy7Vr9zNmTHveeEMCQhkZFXTp4sfs2bFOgD179n4OHy4hP7/eCbALCxuYO/cAGo2Kzp2lJEclwK6stBAb6+0E2Nu35zFv3iG6dw/m0Ufb8dZb3REEgR9/THdWcnznnZ7MnZtEeLiRV1/tSn5+Aw8+eJTWrf9wnsPvv9/eBzstrYbKSjNbtrQMsF999Rx1dTamT3fve/6727+KybZapYIy330n2ZDNmwd3ykRsba2DN9+s4/33paHBhQv1vPWWmib73ZAQNR076tHrBf78M4aYGA0zZ57h4sUatFqBq1ddOrLevQM4daqQsDADo0ZFMGdOPKNGRaDXS5fTbrdTUlKK3e5AEASqqqQP3KFDxVitDrRa99imyfYmJ8eFPKqqLKxalc4//xQwaVIs1dWNVFc3MHToeKZNG8qHH37BJ59AZDCEhsCjD0JdHaz6VnJPef0FSIiXiuI8+by0zRefgqimxK9aOHLYCCI8PU+iAqurrVSU3cK4O4AFw+y8ke0qXlDs+IIA8SZ6dTiE/wVqVwdcyUbK5UIMgTxEIE9yixOc4CMc2IigC3150pk5b6WRq8E/Y6ICX6IZwlJ8ieIgv9FANgYMzOM+gmTW6jCnOc1ldGi5g5H4YGQTO92uYTzRDKQXZyinmBriCHSWws2njkqFxZMBNRqCuIKBjqjoiTfFop23HHXUILJOF4BWELhsgo8rJL7pbAvf/lwFALNZYchGWDcacpoeFTNkXIHXvODjyeAnv/diC7FZdqXEku67DqezXdNbB0g65HCZ3DsrjYqjVcMQ95wQ3l4Dr34HOj0kRkOifK+NOkm3/fwc6b3Ye9q1zr6vIVmBWzbthp7RcM8I920HBwez8xjkFUHn1uCr6PAdDimxGGD5UoiWv8PX0uH4EZiiqFlSKLO4Ec0JSS6lQ0kFfPg+bPjdNf2Tf+DzNyA9FQpzoOwqhCiqaR8+CKUVEGCEtj1g8jj4a4drvlYrjRTcrs2f23xajQya/TxAc7n8GCllJhWNMMAKah0YPXrUUosEtEN0oFdL/09NhF8lZzNe7ikQLb9Kt2RZSaza/ct7yy6SaQO1qG4xIbBYtNIoiAShJhAN9aIDvS0SXYCW9mqJCbwuP/8D8CXJB3bUuW9jgBfoBRGLzK7O8wDZl6njCHYGEtHsGBw4SJdHitrJTPpRqijFzBJcwxA2HNygCjsibRXTpe1LL01Hj+kAdZjJohI1Ah08mHERkQuytKK7AtCfJg8R6EyEUw5RjpmLVKBBoJ+8nX/EchBgpny+xVg4Tz06BIbhL5f9lvrHMTJBsFOsAUGyVvS8Fpcxk4OVENT0kUFkDhbOY8ILgVFNAYrg0oU+7ifyjr8aQRCwBgSSbatDI9YwUXAHjfvFOgoFK/Ho6C/nnphFkUMNvkToTMzRhLkFk3tsZupUIu1UenrJx2IRRdaJapLEaOYJvm7LO0SRw3YwqNXMFVzgOB0Te1DRi2hGeQDZv2ikE8F0Q41RDgi2Ucc/iPQj2o1ZdiCyEgvhRDBLwSivFytBgOn444uKVVSRhY2nCXde32+o5BBWZhLplDDZEPmESrKx8QRhboWZAAqx8Tb1JBDC8wS5yXr+oJHNoophhPKs4HqmyrDzAmXUITKBIBodajx9yWfqNHSQsxODgyVNcK5oZ7lYQ71KZDpevCIEuD0bX1SLPCnzPG+EwqP+tNj2l8C0g1BthTa+sG4QdApovtyuy/DQGsgplxIllz0IT00C/xYStUUR1q2zsWiRlcpK8PLSs2rVLO67LxqVSuCjjz4jJaUL06dPJDQ0koAAnZNA3LbtlsIHe2SzJMc+fUJYv36IE2A/8shxtFqVR5LjLe677whWq4Pu3YOdALuJwe7fP4yZM12l0teuzeDFF882Y5znzUukd2/3568pyTE9vfa2Nn1NDLbV6mDhwra8/XZ3Nm7kf6z9q0D2kCES0Pbygl9/lSo32u0iP/zQwMsvV1Nc7GDkSG/GjTPw1FPuWuPaWhvTpglcvmzm8cevkJBgZNeuMmprrXh7q4mPNxIcrCMkRI+fn5rCQi9u3Wpg/fpsiovrWLr0H779dhT9+0cwduxwysoq+PDD1ykubnSC7PJyM59/fpWnn3YNkxUUNPDMM6fIzq4jKcmXzEx36iw3t54vv2wqGCDw+OMLWL78bSor1bz+ugSsDxyQwNNbb8HWLTB0KDz2gLTGhx9CmAGi+8ITC13b/fRTyDkRR7deqfTrJHXABw+WEBAAXl4NGA0GJ1NXzhYK1N9REhlNR8sHqDQuVFbEZrL4kFB6EspEAlhAOru5wmY0GIlnMN2Y7yywYKKWPbxDhW8mRgIZzMv4Ec0hNnCR/ajRMJcniZZZpUtc5BA7SCCWwfQnmnD+YDt22RoqmQQmMIxYorjIZerJwgsNjzAErbzPR3Ahrum0xZdg3qQAH9Q8K2ssV8gAexR6gqxaLFqRpcUCduDRQOjqod0126CwwX2aQ5SSVMo8WNrVp6VSuG9KNS7cmWwgORh+m9Nypc+fT8CuVMhcDv5ecEIGZ+/Ma75skdyJW8xSYZg2s+GOodBoBl9vWDRdml8sD6jERUBHxWhxRTVsPSxJRcZ7uJ34+vqy44j0e/po93kXrsrLeMNDCsB6TbY0bK/Yh60GBrSGRA+5iChK+wdo20JRHqNRYslrZHDopxitra137R/gnVdg2y4J/AM8eA989aP022AAby8ol6+BTgcLFIoo5/k2wmAvyfZQ2aqroG0ldFDcq/J6OHAJktxzcAAoroWhNghRPD/tQ0C2D+Ypl9scpQUqQtJ0JCSCEmvmys9LbMsmBly3aCipaEsngwiBkCk6+NtqpK2+FYFG6UBzrFpaixG01+gY7wuPFbnWD1DB2mi4iYUYezh6lYlAwZ0GuyIXmunYggNJAVauEk1n9IThRSlmSjHjjZo4BcjKoJEAgtFjxl9hVQeQQxAx6FsE2adooI629JeV3Mp2AxOnSKY3Wlop1t2IDhs93RwmtmOikbaMQ40PWsyiyA7RjzjRm+FCEAiwySTiZ0limMGCt05Nqs3OrepYOhvM9PD2RhRFNpT7E6HxZZSfptlY8LZqLW1t0Qz2taDWSR3opmoNsaZEBvk34mWQVlivCHI+89c4v0V/ab3YaE5gXo2KEH/3a/RNuZEoEpkXYEUlF17aZrWx3ayisy2SFD93qvODch35lkReCrUjyLYWuzCRhR0dGrp73MuDDiu/WTQkC60YaPBzAvDfqcKKSBxGNycNKyI/UUsZDl5QMNYbZAnGHR6yn6OYyMFGNGoGyPelRnTwk1WgrSqYu9V+HBFN5ApWIgUNY0QfzCLUqGxskHXcDyskTNscDdwSrLQStNzRwujKR1RhQiQRHd0VPu11ooPXxWrMwHj83CwFP7U2UK8RGSgYuBtfEkw1NF2IZJXAZ95GRmhdy/v6+lIvOrjTVsFl0cbdal8+UAe4AfrVdXbW1ktyrS+D4VH/lmWm3+TC4qtSka9EA/zYFzweARossHQbXMmXAHb3ePj+Puh2G3I2Nx8WvgQNNSoqK2HMGBVff60lIcEVkIaEhDNv3kx+/nkjL730IjqdBpNJ6jxnz06gqsrMiBFRToD9zDOnnRKRn38e2ozBnjMngU8/7eNksD/44DJqtcCDD7oY7C+/vMbLL0sMthJgAxw9WtIMYPv6avjkE/ePkpLBvl2S4+nTLonI9OnxvP12dzS3Mx//b2r/KpB9/DjExMCxY9Chg8i6dRb++MPEli3SC9qnj4633vKiTx89J06Ucfp0BRcuVHH+fCWlpZCXJ4Fhg8FIfLw3tbUGBg5UExGxm8uXt3D1ai5LljzOSy+9icFg4Nq1GnbuLGDNmgukpVUyZMgG+vcXMZsb2Lt3I2q1ms8/v+rGXK5YkcqUKXEkJbkbt0+dGseUKXHMn3/E7ZzatfMnJSWQw4fLKCxsxMcnELVazQcfSAB77FgpuEhPF/noI+nlfe89CXTn50vl4evrYe9e1/BRVRVOmUyvbmcQBElPs3VrPufPl/P5590xGhsoKSmn1pLGLd1rAEQKT6LSux70UnaRyXJAxJvZ+DObK2zmAusB6MY9tGeSM6KvporN/ISeOnwIZzQv400oO9hPFidRoWYCDxMnJ7Wkc4NN/IEDB91IpivtuE4mJ2TXkTYksNBZ0KGIP9iCFRsPMpk4+YO7V5Gach8p9CaOuzlHEjoWEEcIWjaKDawR6hil1tO+0ZsBNTaSVQKlVi3jfQXebCGZ7aKHrjbWBz4YCCOj4TmP5OW2oXCnQsP8hcIdZG4KfDNNsqm7XQvzk5w8rDbIK5V+T2pei4NoD6ms1QZ/HoIAX0lDrVZLYDZNviS/vO2+/OZ9UpA6sg9EejDNBcWwYy/06QRTPfy+d8n1ImZPdE/ALC+CQZ2hmyJP7vxFOHoS3nrWfRu1dRBggtBgWPwYfPSZ9Nw2tacel573ilKIDYTqUsjMhFatoF9bKaveKPevHdpB/z5w5Lh0PB++Cat/lUZ1YmPh6YXwiCyzGjkUgpvjOnJuwqFj8OBI9+m1DZBWAEmKa10uH2dwC3rJ4lo4cA2GKz6CofJ7qFdJzHZTKzELlJnBx+MbXFImEHpdR5toaEGSTI5dpEoEvQyAMhwSKm+tcm18v0Vgj93AAqM3UVpI0jvINEs3a2UkxGrhV7uDf+x6pjj88MiFI8vqTzxa2mt8m0lvrtCABREvdAgIXMCGliS6o3YDG2ewcYggpnqAu2Js7MCKN3patQDiz1JLAVbnyJayHaaGehwE4O3cVz12DlGPFZHuCuZ7B3XkYaetbM92ABM52PFDS7wgRUGbLDbO2eBJUQpO/jLZuWGDgTZv1Ahcsjm4ZhcJF1V0FZq/tL/Uqki1GHjOaHAW2vutTuCkWctTPq6Lmi1jiBX+ghvZs84kzZiud78BxXaRzQ0goOWPQBeQ+MEsfbPm63VuZeYzrSIHzCJGASbrXEhts9UEGrhH8G6WU/SjTRq+ma0xoJG3ZRFFTtnsiBqYKQS4LX+ARspwkIyWrvLJ3nTYMFm8aa1VMVHtfi93OswIAswRfOVyOvCHw0QlImpRRVtBz/ONtdjsISw0arn3usCWUugQKhIaEULPQAtt1NJ+7KLI62YLOgJ5Wm9Ao3I/lxt2O6l2UGvhOcFdQ7baZMWqEeiq1jJHEQTusVn5sNFGkiqA9729ybDbKXJI2x2rF/jdywedfM3yGiFAC95qkSdsNaSKNhJR84bKX85/kNq2RgcLK0QERL4OUfGwX3OAJ4rwyg14WyYlpiXCstbNkxsvFsDc9XCtRCoe9vE8eHxY8/oKTdv8/ldY8o7UtwYHCqz/VcfcWaoWc8kOHTrC448vICBAS0yMF8eOlXDkSBEDB0Y4nUeaGOysLAmvfPhhbyfAXrLklDPJUQmwm5Icn3++M88+29kJsLdtu4UgwEcf9W5WaObNN7uzc2c+1dUuE4IpU+LdFADFxQ3Mm3fQWcnxdkmOM2bso1OnQKKjvVi5sv//OMCGf5kme+JEOHLEwcGDjSQnV3P33fVs3Wpn8GA9v/wSxPHjofTpI3WMixef58knz7N69U3On6+ibVsvBg0KYvnydvzwQzs6dDhOVFQBR47UcO5cAp9/vpyjR3ewe3cJrVrdzT33bKSkpJo774zj1KmZLFvWF61WxalTeVgsc6irsyOKIuvXZ7kdo9ns4NVXz1NQUM/cuQfIzKwlJSWQjz7qTVSU+1f6zTe7cfz4RL75ZgDBwVKizLRp91JTI7J7dw19+ph4/XUJwb/xRg39+tWycKGD3rJt6/vvO6ivhzvugOEKYLRqVR5t2hTRunU2NTVbndOzsuoBO+3b+9G5cweioyPZ9Ot+dJUTubgvgIMbXab9pVwmi32yo8BjRDGHwxzgKocAgV48SAe5Upq0fBE/8jl55CLSgUG1S3HU6vmN7fzDKUx0YAIPkyBbbV2nkO1cxIGDAQxkIIO4SRl/IWUGj2SgE2DX0cgfbMOKje50oZdcLOImlXyNhGgX0YtJtOYVrtOAnTZ4M5ZgckUbS8Uq6flRGTkuywQyHCLVBgvj/USCWujEZrpyLlnWG67fDbPawHZFQqFWDa+NgotPQzsZqNsdcD5b+p0cCutnuwPsKg92fFZPOPGCJPnYcRYOp0KPGMnaz7NFeWAQbwN07yB5W0+WbWovpknSlohg6OvhhPbdeogxwkNTaNZ+3FCLQVNLTDgEe+iejx6BYd3dZSEAf++Awwfcmex8mUGN9mCyq2uhrAJqaiEoCB550DXPzw/qqiAuDr5+F26dho/ehORkuHIF9u+FE8fcP0pt5X7b4ZDY6wCZeQ4Lggfuci2nTJZWtibJpecHrE52FvFR3LP6WhjkBV1aANlN8hIlk91kIzjWw0SjRjIYItiDvSqxCJRaBAxiywxYkVVEECFelpkU1WvoXe1H5woLtbUSwZAm0/rtZOBdJp9fgMbBbPnapIrS+91Z5Q7wRFFkk1Vkt9VA6xYYw3SHFZUIHWVJwiUspGPHG/fhn6akyi4e3uDn5YIjXTA4wZfbeqJ0EXu2sO/zNimHZZCCNT1iN2EVRbpidBZKKXc4uGS3oQZGy6zmbrt0PJNkgF1qEzlmtaMFxsts5U6TdKEmy0L63Y12RBEm6NRulmwAOVaRVAv4CjBEPvVCq8hJMxgEGCNPK7OJHLFIccyDvq5P8OU6kbBcE52r6xnv4Va1sUbEDkwwCoTJ97nABAWXvehXaWCuzv2ebS2FVjaY6SXgLwPQPAv8dDmApMwIZoruD2u5DQpKvUg067hb7Xq4d5rtbK0IoE11Aike9/OXGhVtqkO50+aSRvxmtbLfAq0s/vgo4EWl6OAbkw2DyY+ZonQfRVFkh1V65uarvLjpsLPbZqNWFJmqMnKjAcwinC/RcuKSP7vPhrBHHoHaYreQIdrRITBJaP7ivdloZn+djnmmcJIVoyaFdpEXquBWaSBvOQKd99AsiiwxSZ3vfVoDcWh4vEF6PoIE2OLt6wTYBSZIOAAJ++HOqw3cLLAS6lDxszYQi1nFmptQZ4VzZpFZZQ7swPN+QosA2yHCk5lwoAbUAnzXGV5r0xxgr74Ez+yTAHa7MDj5BCwe2TLAzi2G0c/C+oMSwJ42Gi7vFJg3W31bs4Z582azdu0fGAwGevYMxWDQsnZttnN+QYFLItKpU6AbwJ46dS9padXcfXeSUyKyc2cezz57GqvVwWOPtXMD2C+/fI4TJ0r56qt+LVRydPDBB6lUV1tQKQKnKQp7rqYkx7o6Gz17Bv+XSY7R0V58/XW//xWADf8yJrtLlwa6dzeTkKAiN9dB27YqnnnGyF136dDr3R+uqVNj6NjRn27dAunaNYAuXfzx9dVhMpn47bef2L37FVJS+uFw3IvRGIBaHUd8fCDnzg3Hbod16+rYvXsLtbVW/vhjCq+91p+iom2sX28kNbWeadP28ssvQ0lPr252nAaDmsmT96JWC/TrF8r69UMIDNRjMKgJCNBSVWVl3LgYFi6UKMD8/EKuXcvFyyuG6Gh/1q41c/68jcGDoXdvA6mpVtatM6HTwfr1Uodz6ZKdL76oZ8AALStWGGiin+rrbSxffp2KCitPPJFDUZFLuzBpUhgXLxZy+HAhPXoE8cQTD7B06TJMi83MmDGRzZufoG3b9iR2iuEY72Khhs48QQz3coiD7GEPPoQynekk4ar6k04J/7CNWqqJJYFp3EN+eSH72c1V30y0aJjICBLlpKc0CvmQnZixMZPxjKY/hVTzHrtpxMoUBjNatq+yYuMbtlCClY50YhoTERCoxsS7HCEaP04RwZ+oOUsWIiKR6HmBNliAZZTjDQzGwBzRyKNWRfUvFSxrsDDES0snRRR9phhuycO9S7rDa31dq9z9s+v3JQW4bmioQ6cz8PsVDRYHBBjg4qPNO9P3FUl4X90p2S02LfPjXunvtH7N1wOptG5TC/SFLStg7AsSqzFSZtL/2AVFefDsAnfWOTUNTl4EPx8YP8h9uw4HXEwtJ9gPFsxyBzrpmfD3P+DjDcMVOumycriZI0m32suGB1Yr6Oqhf3uIiXLbDJVV0l9/efNPPwEffCL9nj3b3cO+qen1ENICswswYyKs+gk6y7r1OVPhk29g6AApKdjXR/oAJd9mmDXGG/pFgdojEd1RDeHF4KewRKyshsPnIawFO0BLLQzWQRsFBqqSwbRnIlPZDeAS+LobPlBlkZYPuU11yux8DeSpiWkP+MHFWjX7KtRMEusoN9eh8vIhutyHGK2dRBnU1dqkv/0Uz0xFtZHuopbO/mqU9TVyRAc1iIQhEC40/1D9Xe1HhsWbVgFa0MMV0QICdPaQhJTXeZGghk4GvRsbfr7WQJIlhr4+djzNU2pFkT9rw0hShZPi7eO2Xq1D5NuCCCLV4fSNEpzzfin1pryuA8MjrDQR41trVFwviOOeYDuB4WqsIvyY7U+E1o8J0SJo4K8aAWORLzOCHfirBPLNcCbdQF9/kRGh0sY3ZmuJtGiY1qZ5YsXOEuhSAYPDcAKyv0sF4otExkeCtwwatpYIJBaoGR4hEqAAEr8XCNxIq2Z8qIiujfvw2erTKlrbBe5X1L35tQDOVwrcodMRpLgtogifpQlkN2r4vq/rONdVgB2BeLUaD/MafquCPRUaxlr9iFYE0WtlZn2EVuOmMa51iGxotNOIwE8+Rnm/Ir9aZacRjfu932QzYwY6ChriBAl2nLWK/FFhoI/OwKRgHZ/V2wl0qBin1xCiUhHkMZpyo07gjZswIlDkz1oBoxae0hvReHSGl212Nlhs6IDHde7g641aGw0iTDWo6Ktx7eDrKgi2GtEYG3lCp+f3RjsHrXZCVQIX/d2dRNLqwSZCmRV+yfFGrxV4x1tPO4OaRy/D15nw2hWoiRXoEaymtdHBG/4tA+zHMmBlIXirYHMPmOQxamqxw+K98PV56d9Lh8PrI8Crhb5AFGHVdnj6a2nELTIYNnwJM8a2/L1QtoceWsT773/KmTMXmD69C3l5ZiZMkPxoCwulEffwcCNeXhpnkmNqqksiMnZsNB980MuNwQ4PN/LUUx145ZWuCILAqlU3eOutiwB8/HFv5sxxt2JqsunbujWXQYPCefrpjnzwwWVMJjtDhkisjFIi0r69f4uVHE+eLOXddy85JSL/Wwx2U/tXgey335YYkREjVLz0kpEpU7Ru0ZCyPf98+2bTiooK6NmzJzExUXz22XLuuGMCb755hY8/TmPRomo++qgr06aFYjCoqK4uYOfO64hiPMuX/w20o2/fOA4dWkVV1UzKy82kplaiVgs4HCLPPtuJWbMScDhwY7DXrRvsNG6fMmUvycn+hIcbWL16IDqd9KV77bUPCA3tgVrthSiKfP+9FGE//rj0cK1cKTE9CxcaiYmR1nnlFTN2O/ToIZCU5LoG33+fR0WFlX79AoiMPEVNjQsZhIQYCA7WkZsrIcixY4dx9WoG8fF9GTu2A127dmLsxPF8dmES9oAawulGW+7iFBfZw24EBMYwniSZSQa4TAEfsQc1BsbQnylMwo7AL1ykmAbCCeVORpMoa7CvUM5n7MaMjQG0ZgL9KKGed9hFLSZSiGYyA2TLMpG17CKLAgLwYTJj0KLBip0VHKWEeoz4U4qKHdSgxkYQDawmBV80PEsZu4QGOqLjYwI4YxFp8Ph2louwx+xwgmyTDebvkZIhF3eVJCJNbW+66/fW+S6ADXDvvfO4mV2IZcw+wJf3x0k2cMpWa5JYZ4A7+8IjQ13zCiqgtBZahcFdQ2mxfb3J9fvISsgphDbhoDNKUhJRhN93SfNH9XNfd9MOSed852Tw8gCLO/bBqbPQsa17NVWAtXKC4vSJEqBuakePQN/20KmLq6DNzZuQlgZxje5+9gDVFUAhRMqvZaSCqR/QF6aOlyw5yxUmMVOn2vnnHzuJASIN9Q6mTBGZM0fL3Lla/GVis+lcQmW9tF0GzcMGwl87m7PyTa20GI6fgoWz3adbLJKmvansPIBMeOHdguSnuAIOpUJvhX96TQGoroKfx2hEvbxNH48PaHkeCGkQ0LzSOAAlFhARCJMxQ64cJzaVb862COyvUNNar0YjH0cHHVy2wOuhro/Pn+VaimxaVns46F2pE+hSFkgnPzu0wNan2hxYgY5qaYeHM8PwEUTaxYlO2YlNFFlb4o0Fbzq0wg0sH2wUOGjS8KSxOXI4ZbdhA3xR4S2403YHTCI2IEYtECADN7sI2+uh0iEwWKuQSdRIALOXzFAfaoQKh0CYKNBWvk5/VkO5XaC77KW5vQpMokCwIOClkkDVyTrQCgKDvZt/V3aUC1ysgccVAeTOcsgxCXRRnNq2cshoEHha476NjfIoz5Bg9+lZdXC2Enw0AqMUuQC/SvmezPMIWE9Wwc1GqcjJ0EBpW6IIpwqlglr3tJA78FOV9PeeANe0CrNIWbEaX1878wzuUGGbyU4jMFCrIk5OAjzfAJoCX4b6Wxnh6778sWo1wToVdyo6vVUNEsHTVyuNX7xfpqbK4ccD0VInHKSRfN2bWqgWPmwN/zTC2kotbbRB3Bnd/D58Vqqit8pAT28HsYryiZkWuFqjJkbjYLmv61kqt8Nr5QLVDh1/e2updwg8VqghSePLsjAbwSp3gNbkky81EbPVi5fOwJyhcFG+jtn1wHXIjxXY1bu5REMUYXmOBLANKtjUAUZ7yNYqzfD8Sfj2vCQPWTka5qfQYiuqhgVroLpYAtjTBkpOI+EtSOGamskMhSWQEAtGo5EXX3yGRx55lvXrv2bxYhc+unGjhps3a2lstLFv3xgngz19+j6SknwJCTE4GeyDB4ucEpEpU2KdALuJwU5JCeT++1tz772eDLadBx885qzkuGxZV3r0CGHoUFcnWVzcyPz5h6mrs/2XSY51dTYee6wdr73W7X8VYMO/DGRPnqzlmWcMDBigue2wyO2a3W5n0aLHmDRpNO+887Jz+tKl7QgN1fH119f45JMr/PDDYFkb1JotWxp54IECjh7V8/TTr1JQcIXa2jomT36Av/4q4ty5MhYsaIPNJvL88ykUFkoPidlsJyVFsr1RAuyqKguhoQZWrRrgBNgAgYH+mM1mjEYHqalmCgpuMWpUAFOnSgjhk0986dlTy+jRUk9+9qyFjAwLXl4qXnzR1buLosiOHRb69Yti6dIIEhPH8/XX3znnDxgQhlqt5YcfMsjMrKZbt2B27IjBbjcQEWFm3rzpeI+u4UrJdTpr4+nrvZQzlPIu2fSgM2NIoosCYJ+niE/YjQ0Hg0hmGgNpwMK7HCSPcrzQcSfTSJT10xeo4AXO0ZYkumHlQQZTjpnnOEEkYYRQz2JGOEsAr+YquYABHY8yjQB8EBFZyXWKMBGEkXASOCUn4tjRYCIIB1p+o4Z11KJH4EMhhCDUTK906z3prBF43FvN/V6ul3TJKfD1hc7A2wqg2miBJduk38vHwUQP5w+bzU6d/WHSVuq5Y0Ej93ZvTnt+sU9iNzpFwdr73ed9sAWOpMGcAe6+0cp2QzaDSUmCDgmw/Hu4cBGWPy5Nv3gV/PQQHQ5DFYxYfQN8vFJKmHx4dvPtfiI/IoP64HTjAYmZXvcTDOgC93skYu7aBSeOw7gx0r9zchzs3w+gol0LEo0KeRhYCb7Dw6C4BPr2AH9/ePFFyZpTaiJ//FHPb7+5lv/rL2hsFJk7V4ufDwzrBX4yMx4fAZ1joVquSxEcKDmkNDHonq0JnDc0uk8XRUAEhyJ5VW2BPoEQ0UJvWifLj7wVIKvRKt1nD9yCXiUVvzF6SlSsUlDn48HsOZsNggUIkef7lcEgq8uC8aYM3hNlfGN3QJ3MjjfZTlbYocgG3gLEeeznUoOKo1XQW9d8bLrUJuLfqMKqtZOgFqixQ4ZFQCcIbjZ1N6xgARI04KcgPkRR5KxFAlU9dM377IuNDrzs0F/X/OKeq4YQO4xW1Ko+VwdGK7TSSYEESNevsFbSRk6Vn4eDlaAVYZrMdNfZ4Ko8OhVWDLsL4Ih8ryfKgdjBcikftbsf+HhcCqtD2ibAGPn9tNrhlMc0ix2OydMmKEZhMqohqAYStdDNI8jZlYukrY5yudfcrILs8zA8Vipoomx7MqAPknd/k1HN1QrYfBiSA2B0N/flM6vAfhGGRMIUBYj/s1DgwBUto8M1REW535uf09Ukm7y4t7UrAWVDlcDZOoFHDXqU8UOGGVYX6PBTBTJRwW2JSAMXC7xUbK6HMgek6KC3/BxUKQiPNkaRHV0FEo0wSq5bcJ+PgMGDRLtsgu8qBfSCjl8D3RmT10vhUJ2K+/x1tFd4571dDtUOGO0F470FFpdIcqoOOoFZhuYvXYlF+S9pO0le4KOBNA/Lz5u34H0/gWUe0rxlN+HNbBgSCC+1glEewX5ePYzdC1eqYEwHeKMH9PYIpprapnOwcC2U10FcEKx7CeYN/8/sdUUVTFkIOflwYhNEhcNjjz0NwIQJ8/j00+WMHy9ZTGk00L17IKWlFk6fLmfiRG9effU8ZWVmevcOZfVqF15JSQmkQ4cABg4M4803pSTHlSuvO5Mc589vCWA7eOCBo5SVmZ2VHD1t+oqKGpgyZQ83btQycGA4P/wwsBnAPnWqlHnzDjoZ7P83AGz4l4HsLVuaa/b+T5rZbGb+/DvJzMzi/fd/dJtnNKqxWCzk5tYSGqpzDrHb7Q527/bHZitnwYLWvPfeXFQqgZKSakaPPgDA8OFR9Ogh0QaFhY3OpIEhQyL44YeBToC9ZMkp7HYH48bF8OOPA90ANsDzzz/Bpk1/UFRUxrffXqekRE9SEmjljkKrFZg/34VO3n67hqtXTbz2mj/h4a6H7Ny5RnbtqiMsTMPkyWH8+eceIiJcPXRysh/Hj49lwYIj3LpVR2GhicxMG2Dn009NJA0rojG5gCCrD0llcyj2hvc4hQk7rehCT4V362FqWUwZfYmnFwbuoS9V2HmCPIyo8MfAPXR3AuwzYhkvC+cw4yAMPx6kM5WYeY5jFNKALwG8zGhncYffyeB3MtEg8B7TiZYTnNaRxSZuEYIXy+nCEx7+2LWILCGfNDT0Q88sfElBz5p6G8Xy96KzBr701zJQ556UtCYdvroOOhUcmwBeiv735T2S28iMFFgyuPkzZrHFkVV4DwhaeoQcQ6vu7za/ugG2ykOCH8927yBLquAbWUby7LTm2wbIL4WSStBqYN8XUN8Ifx6Q5s0aJf39aSOcOQtPzncvl/7LZqiukcBsiiI4sNtFFj9loThHjb8/jPew9du0BW5mS7KNQYqAw+GAHbLD4pgxYLWKdOpUR10daLVqjAYtlZVaAgNdJ1ldLUk/QhV9q0HuQ5vyth59FJ5/XgL3ycmg16u4csU9y3TSJOmmhIXC/n9cMpPAAEhNlYA7QGww1BZAfnbL1zMxErrGQa2Htb03IBSCXfFY1dXCyfPQtQVXFC8z9PHC3TPDAUF68PIAasU5UJoBBo/RFJUDgjXgfTt3kZtQXgkhsqf6gXwoMUOgzFiWlkP/CughdxEFJshOhTgv8JULCqZXwKBbEBMiVYNVtmtyoNC+heqXV2sErl430NtPRBUpcN0Eehm8K4HWjWoYUgetPRx08k0QmKmmqz/ENbfAZmeunopqHb3bg4eUmw3pKsrqVIzo57pg2/Ih9wYsSXa9Q/+UwelMGB4KkVopUPrxEmgtcMcwaZl9JZCVDmOD4Y7VcjAlgCYQLvWGnNGwJQ3KM2GS+6sLwKkScNyEybEQKx/n6RLIvwKj4qCVfO2PF0H5VZiQAHGK89mRA4dzYX4oeDi8sv4k2AtghgIc/5UBpQ0QjHtQJorw/RnIqYFPFM41f2RIf4dESf2Xsv2eAWfyYZ4PKPgENkg1XpjhAbCrbbC7QsAqwgQ52nA44Hc5eJjtARjXV0l/p/oLbs/wygAt7/mJ+KsEPr0p0lGAhT44+9w9ZdLfQJ3I8Z4CQVq4UC9ibYAkNTzcvGYRb0t1Z3gwAKIVQdt1E6yvlgDPq6Gu6TdN8HMeDPKFFaFwvQHO1UqM/6ehLQPVzSWu31pEHg+t4p3ugdTaoNzivqxBBZ0DoNos+ePrNfDFLQlgqwVYEtscYN+shSG74FYDtPeH74ZDbAu1bxqtsHgXnE+TAPaoDrD6Xoj5D+w1QFYuTFgA1zOl3JjKaglkgwS0O3dOYe7cuzly5AQvvLCI/v3Dee+9nly7Vs3QoZFcu1ZF584B6PUqfvhhoAchqOfvv0fh5aV2Mtjffnud0FADL76Y0qIG+8EHj/LXX7fw9dWwZctIunVzDbWIosiGDTd5+OHjALRr59ciwG5isJOSfBk1Koovvuj7/wqADf+yxMf/u+2+++ZRVlbGli1r8fNzB+off3yF779PJzzcwP33t0atVmG3O3jqqVP8/HMWXl5qpk2LR61W0dBg5/77T5ObW8/ixR3o1i0IQRAoLGxk0aKTZGVJEhElwJ4yZS9nzpQzdWq8E2Bv336Lxx47js0mAYigoED69euM0ejNhg1XAEhJKW3xXNLSrPz5pwm9HhYudB/b/e03CTHMmhWIRiPw449ruOuuGW7LBAUZ6NYtgMzMetLTa/nggy74+tZRW1tBvlbK6tv+2kVaB/YgjQpM2BhAFHNx0ZOnqeNxsqnDQTRtuJe+lGPjbjI5QwPVxHM/PQmRE5D+EU28KFpxiCrGE8NzdKYCG2+RSwENJOPPcvriLWs8t1HJKiTfuCV0o5PscbuXIlaTjgAsogNqvMjAvdeLQEs2AmZEOqNnNr6csTh4tEaiJtup4VKYnkF69yG+4/nwquwv/WU/6KFwl9ibAR8dkZLcnhkquX8om10Uyb3zfqwBFQiW9dSUb2h2317fCMevwP29YISHkmn5RkiJh/uGQbfEZqsCsG4btIuBKYMg2B827oDucTBpICTFyqzzZmnZu+5wrSeK8M8/0jKP3OO+ze3bbXzxuZnUkw0EqvT4eLuv9/Ov0u9FHtryS5fAbIIpk6FnT0n7bZKBmtVqZ8sWExERtfz0k+velBRDWZHk8d7UUtrC4D6u5B6DAewyg+zlJbBqlcFNV67RwJw50sUPCZHAf1WV5ErSVPE166b0twnQZWS0fD31GrhwCXJz3acbDdK5N1kJ/letvAJOXgKzghGvK4SKy6DyYL3scrzgYZNNaQaUp4LBfaDF2ZqS8AN00jbK5H/7y0FgRjUcKwC9PD1bdkOJUowa3KiAw5lg93DNAag6DD3PQPsWCqVdk7fVXrZEuVIKljToUeO+3MUKgYPZAsH17ieXWiuQXi9gNQnNRh8dIpyqk6Qwfbzc5xWZJebZSw19FJZoO2QANEwhifhLlmGMlAO4i9Vwq1G6Pt3l7v5veZk+IYqkVhFsFfDlTlj6C+zKlyYP96iwCrA3H2osEKuQDO3Ll84hWWGysSdPYr1be4CmHfJz1ttj2+UNcDxPeuZGKBJl92dLf6d4FLq6WCIB7Ahvd+bzRjZEaWFGC4HgBjlZe5ZiXkUjWIugowbu8GBQ/ykClQiDAyBcDoDPV0L9NZhgggGK8xVFuHgTutpgXgsWpf4qgcwGWJUtkJUjME/+ZOWZFMfXEac+++NSgYPVAhPUEOjxotxogEP5MFQFz3rkaryVC70dsDgAEhSjSq/nQ7EVWqmgix5eyIPDZfCUEbq2EFTW2eBAk9e/AXYl5fNkaDV6Nbx21bWcCngwETImwKgwSPwRktbAO5dgfZY0MvFdW5jkcZzpNTBgJ7Tygb4hcGRsywD7Rjn0Ww3fnoM8AT6dAzsX/dcAe/8FGPkimETo3BZObJQq9Crb4MEjOXPmDNXVtfTtO44tW3bSrVsod97ZmtjYrVRWVjN8eCSvvtqFqiozFg9PWqNRAthffHGVl18+R25uA6++2qVFgP3KK+fYuvUWfn5aNm8eQbduwYiiyOnTZbz88lk6ddrsBNhAixKREydKnBKR1q39/0uA3VJRwP/O9q9isv/vNLvdzs6dezl5cife3u6g9OOPr/DGGxcQBPj6637Mnp2I3e7gySdPcvlyJYGBOtauHcyAAeHU1VmZM+cAx45Jxu133ZWEWq1yZuUWFNQzaVIsn37aRwbY5TzyyAmqqiyMGxejSBpwGbcPHRrBzJlSMqBer0KrNfLpp1EcOLCZZcu+59dfE3jvvXfp21eiTh0OkWeeuUWvXlq6dfMhMtKd+jp6VE2vXmHMmBFIcXEhhw+f4Kuv3nNb5quvrrF+fQ6CAJ9/3pfhw2NYtiwXnU5Lz8ZxRNqS+GbHaY6PPMDIYWMJx4tkAp32WVcb4cN6O43BIrOEIF4gimKbwIuWKjK8zLRGz1ckUI/0xfpbbOQBsQIr8AzdWEIQ5di4j3RuYmYC7XiFeHxlgL2Veh6hij504S7sDJcLUJyggtdIpzOhjCCY/oTRBlev1xcvZotB/GJ1cEtbxUjByCsEkWOBV8pEGoD7jCpWBzR/JdIrYPJGCUi+1AceUFjSFdXABwek38uGQ+8W2Lj36+xcHpxCyO9lBM78lMpKdxR9LR8+3y0xiE+MdgesNwqkj7zdAV8/1HzbAHUNsGK15DP9vZzo+NkqOJsKqz+QlvlrJ7SLhY7J0FOh6zt0BDZskJjfWZPct7t9h6vzPLDXm+eeE1izxobRqGHfPvhrEwwbBnd7SEXWr4fCQoiObpKXCERFCeTmuhhHiwXS010sdIkMjkIVwcuJ41Ba6mKyAWbNcnng9+mjYfFiHR99JKHHPn3UhMoaY0GAaVPhxg3J6q9dO+jSUdKE19VB2zaS3Wf9bcBytAws8grcpwf4QUggoPiu+GmhUyBoPJxhbteaAgPPokSR3tAu2C3nEHCB79t9N2JVkvuMnwaqTdCjXio737R8gXxckTKoLq6FRDUkKUB2lgyKk1oAQkczoKJBGhL3bOXV0FmATvJ3L71OkgHEeQCUNPk6t/Vw6EuVA43OLQxCZtRBgg3qdRDtoXc/UQi91BAV4GJmSxtAVwthKhgqg2yHKOnro1UwWQawh25BGw0MCZfeOVGUrDG9gElRcDQJ9lxx7UslwPCukJ0n5S10CGh+rBeKABFGKnTzN4pAJ8AIxbTrRRIAUy5ntkFBGgzyg94eNpxHMqGdD0QESVIvgHoz7DgJbYJhbIL78gcuS84mPZNdIxK3KuDng1LwMPQB9+VzK6D4miQ7GaNIAt6RAfuuwvBWEOxx7X87D2TB3FGuaZtzobgR4lTuQeKFSticJdVqGNG1+XUD+EEOXmaEQ6DMPn8nv3eTQ2CkPOJVYIFfKqXrtzisOcX83i1pmQkqyZKyqaU1wi9l0nH9psB51+tha4U04vJaNBythT8rJTZ/aUSzzQPwuiLv5uYQKLolRZ51VvhSDlYMajg/GtrJhMHBPKgwA2Z48QDgB+/2h/kewUtWLQzfDYWN0NYPto0EvxYSHP+6AR8ch4vFkBwEv8+Arrc53qYmivDJJnjmW6k/uWsEfPEYztwVz3buXBCdOq3m/vuP8MQTT7Fu3e+sWLEMgAkTTjFxYhgqlRqr1Y6/vw6r1YaPj45Jk2JZtuw8Wq2KsjIpUvr4497cdZd7dNfEYG/ZksvgweG8+mpXp0TkxRfPsnJlWrNj+vHHgYSGusssT54sZenSU+h0ambMiPkvXUTeffcSK1ak/ueL9f9w+/8tk239v9j77/iqim//H3+e9EpCEkKH0HvvoXfpXQGlqSiKoKIIKCi9iSAIiCAqRaQq0nvvJRBCQkhCEggJCaT3nLa+f8zJKTnxvt/3fj73Pj6P3/2tx+M8zjmzZ2bP3nv2zGvWvNZaOh0TJ45h2TLVccqV87c5vm5dBLt2PUGjgfXr29sA7F27YomJyWbnTgWwVejRCxiNULGiO4cP96JWrTIkJlr8Stat62MFsNMZMuQcqamFvPFGDbMG++TJ53z00Q10OiMffdSAkSODzO25e/clmZlZPH5cSP/+vTl06CBDhw5g0KBhzJ79CVqtluXLUzh8OJPY2AyWL7edtZKS9Fy7VkREhIHgYA8uXjxDmzYtbDT3338fzldfheDq6sj69e15881aODuDSB7PnqVz5XIKZdKq0zG4HRcunAegCeVwN63VsgwwLBb2PPNhQFptFlCZTIOGPs9h5/MAOuRVZju1zG61LmQLXxTloAOm4MkX+JGihymGeOIooh5ufEkNypgA9hnJZyovMQLBlGGYKaLjI3KYTQRahHr4MoIgVmHZ05uBP79IED8WwWG9gWCtHxsIJFuvoV8cnEh15F0HZ37ytefyv8yDfvsgtQBalYdvWlmOafUwchuciIAJTWFOV/t+drvAyLwchci2166Ap1sBmzdvZ8+ebYAa/L6+CA1qwuQe0NzyyBGBxfuUO7l3ekLzGvb1A2zaqwB2cHNo3xSu3FIAO8APxgxWedZugstXYHhvWxC/5gf1/cFkCz2jWI4ctdVQ7NvnQZcutxCBBQtVWq+e4GnStLx4YeTsWR1Hjij0+JaVqzxragjAm2868/XXltlbpzNQp46BihVtgTjYhgeubgICxedctMhSh18JX4taLYSEKJqIq6sC/IWFcOcONG4Mz+Ph2FFbI8ZiqVsTGlSBuAjb9PL+kBoHj+5b0lwc4WGEWliUlHKO0MgNxEqz6+MGdcqBQ4mgRMnxEBkKhhLtKecG9XyV9rA0uX0XYh4o+lK2Fm4nwBOrLW1NErRIxxzDMf4ZxN6EQCvKS/4zaJ8FdUsg/MwCBbA9nKFCKUD4Roy6vzVNbcvIhbIae02tJhW6GKF+iT4WFQXVnmJlyWF1XclwPxwalaJ4Ov0EboeDlWkB5+Phaig0zgJP01r5bjIcDQWnBGhgAvi77kLUQxhoAhiPUuHYXSj7HJr7QIcS2t4fxkEecCcMOjnaUwjytXDkAlR4AV1MQL5IB/vOgyZacaNB8fMPngavGOhkBYpuPoXQRMjIAL8SphpH7kJEGPS2At+XYxW329fN3jf7n3fhYhh0tOJpHzf14V71oSTF+PgjSMqCMg62NgKHTYBxUAktZ5EeTsRDoQFes1ooXDAB5eEl3FLufqq+R1YtfZFoMMLVKAh2hLdNoFNnhJBE8NDAp1ZKix9joXUBTPaBGiWAf0IBHExVgOaLEoqOjc/BCEwKhGpW5b6JAV02zCmn6lsTC+1d4LMKULEUcBuWDd/HKxb2rWAFpotlxn3L79j+FoAN9jEVyIbb0baL7Bf58OltSC6AToFwuIc9wBaBlddh6H4IT4MJzeDu5H8NsLPzYdwG2HBU3e/Zo+G3L/4ZYP/8cx5DhqTx5ZfZODr24N69B/To0Y3evUcxa5biEB05koyvrwsiRp48ySI2Npe7d1OZNOkKeXl6AgPdqFLFk19+6VSqBnvq1OtmI0drgA3gVYrxSZUqHgwebNu5iiki4eFZDB1a7d8C2CtWhP2n7fX+T+V/lSbbYDDw9dezGD9+EocP/0VYWATPnyfRqlUzmxtfrMH29XXhxx+DeeONGhgMRr788i6nTiXi4eHI3r3dCQ5WAPv118+bNdhHjvSiZk0VaGbIkNOUK+eOl5eT2cgxNFS5vSnWYK9b185Gg12rljfjx9fmm2+a27RpwYKm/PFHHKGh2YSF5XLiRBLgzLBhX3Pjxl569BjG3buLANi+vTq+JTSy16+rvebOnd1wdtZw6dJF2rZtbj6+YcMjFixQWvtZs5owdqzyIxYQ4ErPnn7cv5/F5s3xGI0G0tIakpFxiwULLPWLwOR4iCqCJm6wuKwHWgMMSIQwLdRz1vCtq7+Zm3rNK4h3UqBapPB541xmOXqRbNDQ4zk4amrStEo8PzpWp6ypi57Lhy/S3HCv5MSbjp7MwBeAGL3wVZ6RwjJGXtMEMo2a7Nflstk5FUfgZ6rRSbyZUZDHZXRU0DjwrbMXrgYHBsfDoyJo5ArflnOgpN1VThEM3qa0MD7lYd9Q5fu6WD47CFfjVKTG5f3tfZZmF8KbmzUE13OiRTuhn5sjCR9M5v33P2bSpCkUFhaibfQ++yOhvBcsHW1bfu9V2HERXmsBi8bY92dQhnu79ipPHnMnKwCw7Dvo1AQGDVDA+e59uHxdGQFOtKrn4UOIfQztW8OUEhqux9FpPH9mP9jVqFGGY8cgPx/KloWPPrIcmzAhl9On9YAz/ft70r69ZcDLtgKZH3zgzPr1bjaefyIiComONhAY6E6xS4oWLXLR6cDZ2ZNiA6PAQD1duxpwd3cEnPDw0ODjozjdHh62/OxmzeDPPyE0VAH+du0gLEwICTHSrZsj9eopzXZoKLRpY3uddeooACiirrXYc0oxzeRZggol7+Rk8cGdnml3uzDqITzS1iuKMRuib0NmS9u8xTQjrc42/VUcPL4LhlH29esNauJ00CgQk2OilHi7QFBQEABRh+HeMyhj6p+vTBSPclZa5fB4uPEI5vS1rT8hBaqkQaOg0vmpcVnqu4bpHty6BxkvoEZr23wnHys6VY1etumRafAsG2qUEg76numetSjFTeNlE6jrbOW15Wy8+u4ZZEk7YQpT0K+m2kFIzYdbSWph1NO0YDttohB1q65CVNewomxM7Q0f9oLXflX/e5VCt7gap4wcK5WxgOTbz6BQB40qQjnTguNGPOiNUDdQLbSK5bxJO9q9tuWZFcu5R6Zrstr8uhuraDK9SgDgnEK4Hqv6Qncr4+KIaGhfHvqXMMYGOG8C0wOsbTGMkBwDHb1hYAk6yo2nUMUJnMtAdRNIi0uHqxehVTXoagX4RCAkDDq7wOv/4BnnXJIC6DW8oatpcjj6DI48Us+9q69KKzDAj/GK8/xtPft6VkeDLg0+qQ21rRYqT3Jhw0NoXRZmWWmOw3Jgb4raaXivIpxMgwMpipZyorF9/SIwOwSC3aBpOWhjaldQUBCnkmBnvDJcvt0bKpZY+Nwrhdl56pnqC86Oiu7V7yyEZsCIavBrR2XknFEACy7B6EbQqqJSxixXYSL4rB3MCf7XrvlCn8KotRCdDI0qw76JMLIUmyFQvPoVK/R8+aUi18+d603Xrq5oNBq+/HIhY8eO55NPplO9+l/Mnj2dkSNb4uTkRExMFk+e5JKXp2PhwvvEx+eyeXMwdev64FMiZGWxBjsyMpNKldzZvr2LnZHj22/XYcuWx2RlWQbCESOCbPDQjRsvmTnzDrm5ekaODGLFitb/EmBfvpyCg4OGn34KZvLkf8z6f13+V4HshQu/ZO3aH3nyJJZbt+6yePGXZgvaYtm8+bGZIrJkSUszwC7WYNev78O337Yxa7A/++wmd+6kmjXYxQBbabBz8fJSXKNiDfaYMReoVMmDDh0CzRrs48ctFJFevSrZAWyAwYOr4e7uyOPHubx4UQAUAU789ZeOV6+2Mm/ecuLjZ9O370xq1/YAbPd9R4zwJDbWhdxcITs7k927/+TUqX2ICAsX3ufnnx9Tv74PH33UgDffrGVTdtGipvz+ezyvXunIyiri0aNyZGc3IzIylvr1lTb5l/sKCNRpDH81UltubxwBVw+oGgSnq0A5U2/b+xLGxSntwoQADbOdvHmhhx7PIVILTV0c+YGalDUBq+sFMDgR8sSBLzIrMc/fAQ0akg1C3zQtsQY3PnBoyVxvD87na3gr0ZPuAVWYUNZAZ7xZ+Rz+SPSgQR0jP5V1p7LGkYkhUFgAQf5wrAb4lgDIRXoYthNuPldhzy+/b+ta7fvjcPAiNKgAv70FFUpoBUTg/cMQnabBI9aRZT2U2uKdd6Zy5cpVrl27RbajP3NNBo3f9wM/K+3fqyz46Gf1e3h7qFDCOKZY5q+Bew+ha3t4rRNcvArHzyg/0H9tV3mWLYPgptC3n/KMUizfzFdayI+mQgVrzdrNK3To5A6oGdbBQY+b21E6d77Hpk1LaNNGhW3fvFkFiimWBw+KVbM6LlzIYtcuD8aOdUGj0RAXpwBwq1YObNjgZte/ExPV/alc2TJQXrumRasFFxfLjSksNHDxYhEdOrhQPHxNmeLCihVaatSwrbNNGz0tW+YQFaUBfOnZU8cvv+Rw6pQzM2Z407u3UKaMnjt3NLRpYzsUurlBw4YQGSmEhECnThpzeqsWoCuC+HhlgFmlAtQMhJQS/G2wcMwzsv7jNFD9LLeSLX8boDj4X1EJ8A1qN6V9WUDUhKvNh0Z5tqA128RvLWMCds46aOJl63f7pYm2Ua6EtjopHZ6nQr3KlCpVtMojTHXT+Z4Vg25fS56cIgWw3ZygfAkNd6Jp8VWnlP6dkwItnKFFCZ5pZh4E5EJrT2hj1W/Tk5VnjmLwDIqD394bXjOlXYqGjr4Q6G/x+BL1TNFV+ph2ii5EWsqvfVMteoxp0LgM9CjFJuLeEyjvpkBysdx/omgl3azSHsRA7TLQpQRQv3kNmuqgV3Xb9OcvoYoDeJSDFlZKvEOnoTAGupagaV1/CE2doEFt8DUBPaMRdpyB9BzY+Z5tfoMBTl2EOmVsAXvoM7gYDkEBqk9ay7EQiLwNX/SzpB033a8gH1ujzYcvlaeTcp7QqRQeO8A2EytgfB0LYNxiWli8ZWW8ui9BAezWvhBcoj+kFcGWOMgzwLgSFIwVUcqtY2MvqGkFvrdGQYADjKmiqEij7qv02UEWWwZrOZQIx5LAzwUOdrSkZxbBxIuqrlktlJFjSfkjyvJbA4yuCx3LKYpRswow6YoC2HXLwKb24G06/+YQWHsTNt2BRv4QkwaNAmBRNxhWykLDWkTgp/Ow/oQC2E2rwb6PoW7F0vNnZChFxLFjTvTqFcDIkXref9925RsUVJuDB49x+vRR5s9fwHff/cjMmVMZMWIgtWsrvLFz5xMSEvLJyCj6R4BdrMH+668etGxpC7BTUgqYM+cOWVk6fHyczUB76FDLC3Dz5itGjTqPk5MD775bh2XL/jXAXrEiDAcHDb/+2onBg6v9/0H2f4fs3budn3/extmzB+jffyzvvz+Jb75ZQefO7fD2Vp1pzZpwliy5T+vW/kyaVIexY2thMBiZOzfEbOS4apUFYBdrsLt3r8C337Yxh0qfPfuO2cjRGmAXu+lr164cP/0UbNZgz559l3Ll3Bg+vDoLF7ZAo9Gg0xltwogC9O5dmd69lTu4gQMr0L//Wby9vXFycmLZsrk0aXKA7dvn0L59LD17dmbx4mXUrWtRUdSood7edevW0r59a4KCqjFr1h22bInC0VHDjBmNzBxwa6la1YvZs9XyvqBAR+/eD4iM9CU4uDN37pzHI7Aun5+GzELY2Q5qucKyW7AvWm15XWlp4cgdjoVp56BWA3izOnxTBV4VwJhzkFcdmnrB2aoQYCL23UuHD19CngOM84ZlfsqnarYOXk/VESvQ2lnDCk9PYoo0jEiCItHQRO/DaOBQGsyOU8ZTG41etHDQsDQStj9T2qDLjaFaiW05gxHmHFYGjeW94cREqGA13hy4BTN2qoHs99HQtsTkCPDrRTgWoSbyva+Du0lN7ujoyPbtezAK9LmiwFnzInjDSnsiArN+Vu66ejaFd3vZ1w9w/yFs3KE0dOsWqHKr1qljn02FAH9FjTjwpwKH+3ZZyt66pbS8bm7KNZ61pKbWQvRqRnJwfMKY0b8yffobtG07ji+/FGJjFd1i4kRLmbw8ISXFsv+Zny+89ZZSmbZvb5m19u93twHYRqMwa1YqublaGjRwp5LVJFkcF8iaLuJq2u4tsjICrFtXvSfPn9vyKZo21RASoiU2VoOI0LGjI0VFcOmSjsJCoW1bHevXF+Ln58gHH9gPhQMHGnj0yMjVqw506mRZhZUrAydOwL17CmRXr6a8rDg6YtK8W+oIqgDVPeC51URb0R9a1wGHErSQ3ES4fQ5Sh9qm1/CH1pWhqBTOt4MGblyyAHGDAcITwN2qDb4ZEJSDOV5ffCSEXQE3Ky8ZATpo6Gq/Rf3SBJor+NqfO68ITl5XFISyUyC/EKo7KC1toBWYfp4G7fVQ0ddW85ZXBPF3oHwZqFSKJvvgRQX+mw62Tb/9FM7fg3Y1LBSHlGzYf135Km9V0VL/71fU+9xtoko7dh+u3IMVI9R/nR62X1CRPHua6E1iMvB8o53SbN+MhtM3oUFlqFjKFvvBsyZe8zBL2tHLEHEX5vawpB25CDH3oeNAS5pOr+gd+UXQ3la3wbWHcOkq9LMy/s0vhJAn6nf7EkDr8kMIeQzdm1jSwp8pgF0lAGqWoBU8TICMPPDxUIC6WC6YQG63EgbYAOdNgLqH1bGHz5QWt38J15x/m+oZVE/dx5KSp4Urd6FzIIwzacyfZUDBK6jrDhNMwF8EVp+HRsDMpvba29+joIxG0Sya+1rSn+dAWLLyFDLb6l49SIe1ocpQeHZH+PspJDyB16rC1BJ0F1DUnGUmGu+CJlDW6h35/LbiUAcHwpRSdjmGHoEik+6hTzX4vovap6uzXr27zatDioPStO/rDtY2fWdMuzBFBghJUfPV1gHQ7h92BYolMw/e+xX23YIa5WBKT1g9TtltlCa3Q2DsG8oI3M8PvvjCjd69S88L0Lv3AHr0eI3Tp48wZ853TJ2aSbNmZTh1agitWwdw+3YqN2+m0qePpaHp6UV88ME1wsIyzG76SgPYxYFmhg2rxvLlrdm6NZqCAj3NmqmV1a1bFj/YI0cG/UuAvX59BKtXh5s12CUpJ/8T8r+Ckx0VFcHUqZ+yffsG6tWrzTvvjOWXX3aQn5/Py5eKMPX++1dZuPA+RiNMnFjbDLCnT7/JH3/E0rixL3v3djcD7MmTr5gpItYAe9CgMxw+nMDIkdVt/GDPn3/PTBGxBtgTJ14hISGP0aNrmAH2hg2PGDToDDk5FtWV0SgYTBZQGRl5rFwZQvny0KWLIwcORGM0Ghk7dgQnTuzm3r2zVKxYnrFjx6DT6cjP13H2bCwnT0Zz924Cmzcfo3nzAYwbd4l799Lw8HBix44upQLskuLu7oyrqwOOjk706tWDPXt+Z/U5BbBfqwVjG8O1SFhxXa3af+8PTUxaqitJ8PpxeJkPr+cmMdkhiYwi6H0MLiZCUHwxwFb5I7Oh7yV4+gjec4VfKqiBqcgAw25AYpgzHY0ajvk5U6TVMOcO5OlhqCcsD4CH6bA2QhliLQmC4eU0HHoGP8aY2tYGWpbQoInAR3tgzWnoVRmOT4RaVtqcK+Hw3UFTMIE3YGxH7ORaJEzZCN7P4ddBULeU7e7vouHsK0jUwbISPOm1f8GvJ8CYB79MLX1LUKeDdz6GWuVh7kfQtAFs/Q2OHIbBvWHGh6qN336n8k+bihnAGgwwfTrUrwcL5qvALzk5WRQU5BEVVcCECa6AA61bp5Kf15CdO9dRpUoNjh59zo4dRbRsaWTTJlswGRtbgmAMeHlB9eoO7Nyp+vFbbzkTFGS7ZZCQoGfVqkyePs3n0aM0xox5we7dOSZf8jrattXb0Ep8fAx06qSjTBnLu1G7tpGaNbN5/tzWpUWlSg6UL+9AZqaRmBgDFSo40KyZA0FBSkvet68TGg1cuGAgL8+e8Ny8uQa9Hk6dsj3Wrp36vmHaunV3V0Db2QkeR9nWUa0KPH0GUVYGU+V94c4FuHXFNm+gqZ+8LMHhLHoFdy7CqxJGmGABXzrT7bfuK0lJSeqTCvEpFoO0Yg8t1j7Po59DRLyiUVhL1ivwyoSAUvpgigmAB5ZR532ZBXcvKO8i1l5fkjLgxmPIKMGtTjD993S1B2GpOQpge7kq37/WctMEPtpZaZWvmrzEtK9puSdXY9R9aVlNAUmAsyXoF3eeKoBdrwLmSIf3TDsSU02L2wsmI8hujezvQW4B3I5S7e9kOm4wwDXTebqYFs86vaLjAHS2WlCHPoFCLdStDIG+lmcGCmQDdLDOHwUNA6BVTShTgpZwzdTOjlbtDHmgIlAOb24/joREq8VYpxLgOPIhtPWGniVAY04eeBVBjTLQ0XTMaIQ/joIhFroH2ea/chvaucCwEpSTYjkSCU8zQVdgMbjdGaqAfHMn8DcBzquJymvKq1wYUgJgFuhg8RV4+QTmlJi+Vt2BG5HKnV89qx2ahffV9/jaykPI13cgMQ/6+9m71QTYEgbhMTDcH963upZLiZCckER1XRI/d7Lvw+FpcCxe/W5VDk4OhQZ+cMf0HhsFQuLhRSIsb6Y8ilhf12XrnTEN5BvhYelOxcxyOw4Gf68AtrcbLBkJP75TOsDW6WDBCgh+DSrXhhYt4O5d/kOAXSyOjo689toQVq/egV7vTWTkSzp2HMirV3Hk5urNRo8AQ4ee4bXXTnLqVBKVK3ty8GBPO4pISkoBI0eeM0dyXLmyDYGB7syZ05SFC5W/7Zs3XzF69AXq1CnDyJFB/xYHe968ezRtWpaffurAyJFB6PVGDhyI/9cX+H9R/leA7Dt3btKuXStatWoGwLRp77J8+TwuXz5JWJiG2rX3s3dvPIDJ4K+2DUVEpzOybFkrGw32o0eZNGzoY2XkmMfw4efMGuyVK9vYaLDPn0/m3XfrmikiR48msGJFmNnIce7cZjaRkW7efMWlS8qvlNEozJhxi+nTb2IwGClXrgwfftgYPz9Pjh7N5PDh56SlWfaYy5Tx5uuvP8Pb24vy5dsRELCIOXMOM2/eYXr2XEp8fB2uXnUlM1NLdHQOu3d3pV+/0pfH1kC/WNzcjIjo6datK38cieHbH6BtNmzsryad0fOhzA1Y1AIGmibC6Bew+IQymJncCN6pqyUrV8vUkxCaBnV9YG8PC8COz4FeF+BVEbTxg3VVlBW4UWDSXTj3CvJ1GnaUdcEHDcPPKj+2g17CzopqG2/IScVpnOENc6pCWDqMvQD5WbCmMQytZHdpLDgKmy4rF25z+0ALqzwP4mDgfOWSbd4gmD3YvvzzVBixUk2qI9rDqGb2ea5HwO8mr0S/tlQDfbFcC4cvtqjfP0yFauXsywMsWaMm0CItfD5FGd3N/EodGzNS0UL++AP27oH+fWHWTEvZn36CmzcVT3rKFLhx4xJ169YlIKAp9esvJi3tPtWrx3LtWg1cTarj5OQivv46j+fPhV69DHQssbj49luLatnBASZPdiUmxpf27Z24caOAhg1h/Hj7fdiyJeI7nz1bwJgxyaxenUVoqI7wcNv+p9MZuXKlgORkiz+5oCAnYmP1REba5tVoNAwe7IC3dxG3b6tBf+BADY8e5XPkSAGBgQ6MGqWhTZsiTpwowdEAevbU4OwspKXpyMy08L07dxbatDGSkGBZWPTuDAUZcOe2bR21irnAqZBn4kLXNQGUqBhb46eGtaBzE0vAnGIpb5qPUkpxr+foAN0qQzsfxRF3N0LVZyqipFarRVts1SmWc1XzhvYVQWOlSTe7DywBMvIK1DtdSiwYMjOguzu0N2mtU02gu1wJDyXJxdrwkukZUMEDqpdCFYl+Dt0CFJe6JDhMfAJdykInqx2kiEfQxQ/6WlM2QqGzFww2aTHjX0C1IuhWEZqbuPV3w6FrAAw2ge7UTPAvUvenrWnsiomCLlWhVylc3RsPoFUFBcCLQe+DaGjmC13qQGXTswuNVIbTXepbggQBXL0Obs9goKnd1s8sLRY6VoFgK770jdvw4CI0L6H5Nxoh7ho0d4F2VlrbS7fg0jWoVco9vngFiqIguAQV6FwI3AqDZiWUfvei4fwlKJurvNeA2jXJzINKZaGGlbFlVr7y0HInBrqWQrEBOGxaFIxuqr5F4Le76vdEK3uF/fcVUHmvmRqXrWX7I7UT2jwQuliN1a/yFTgG+LCpJT0sBZITFW97VlM4EgMxmVDFEyaXWGwA5Olg0Q3lPeTNmhY6jN4IH12A8CQtk4O0NPAtUU4L408pI87x9eG2lb3N/WTbvMYi+Oiw7VhwOtaiAS8WDeBayiIATB6lTkPHpSrwUofaELIIxnQoPX9oJLTvA/NXqHGjRQu4ehVKmAT8SwkPz0CjcWDQoM4sW7aIAwd2U6eOB06mla6I8OJFARkZWiZMqM2vv3ay8YMNFg22k5MDTZuW/Q8jOWZkaKlb1+dfAuxVq8LMFJEpU+ozcmQN9HojU6Zc4913r/7nLvL/UP5XgOycnGwzJQQgMrKQv//2okmTw0yadIW0NAUQGjcua9Zgf/LJLSIjM81Gjp06VbChiBQVGdm2rbNZgz148Fnc3R1p1crfrMEOC8uwMXJcsqSlWYM9adIVYmKymTWriVmD/dNPj9mwQak7vv++HQMGVDUD7G3bYvjzz6dERqoZq2PHSpQtqzqiq6sz3t625taOjo588skKatR4i4ICR0JDH/Ho0VUaNqzIkCEdqV3bmx49KnL//mA6dy7dPDkxMZ9u3Y7bubwpKtKi0Rjo2rUVEUVvqvbUhhplYfYWSHiptHWzTAYWOQUwdDWcPAPvV4Afu6tJYeEh+PMI9PWEMwPUhAtKgzXgB6iaB50C4M+OlsHlm7MQnqiiax3rCEEeMOM6XE6BSh7wQytwMcLYc8olUssAWNxEhagdelZpuvtVgemlaFc2n4cD15TF/p53oKsVTzHuBfSdC1l5MLQ9fPO6/eSfmw8jvlJ81O6NYdUE+3Mkp8PIbyBsByz1gQFWHLnEVzBytrqXnw5XoXFLkyvX4biJy/3rOvDyhDlfgo+3AtRvjFQu8aZ/rPKMGA7+pnEtIQH27VO/160DNzctffsOZPToucA0RPzp0eMpCQk90ekUKtRqhc2b80hPF7p0cWDJEtuZrqBA2LFDvUNlymi4d68Mmzd7Ur68A/v3F3HiRBF6vZaePe2HG29vBxsXfaB8YLdqpfqzu7vtTS4GgQarCahKFUdcXSEry0Buru3MVK2aIzk5wq1bqn39+ql35tChAkSE9u2NXLmSx/btOXZt8/fXMGhQEaGhBezZY0Gk7dtDWJiBffuMZi55QxMQUlEtLeLqCn27qHDHt00APCAA+nSHJnUVr7tYyvvC5VNwo4SGu0416NwI8ksB2RoNhF2A6ycgPUNFsUxIgqQUq/ujAedUFTQHVFj3G2cg3cobSk0d+CdBbqZ9/Z6utoFliiUnE84fhxcmDW1uDnSoCA1L8HjzkqBpPpTEWolPIfkmlLe/9UTGwYWr4JJnf+zIJbh0A5pagcNT1+HSdWhsBfRO34TLNy1pVx/ApZvgVWDROh67rOwYWljluXgd3PIUBUevh72n1fmCSxgaApy9DDcvQCura750HS6fs/XHfPU2XDlv6zYR4Pp9RQGpH2SbrtXC3n1w9TS0tgLNISZg2qoE4I97pqILpqRAJauF+R1T/jZNsJPQKDUON7NamGTnwZNEcHWB+iVocHdM/OlWVu0Ji4bG5dTiwVquRqmFW/ta4F3imgHyCuGvo9BEByNNmveb0Yra1Lsi9Da1KTkLNvwN5VPgvaa2dRiNcPwa1HeHma1tx+OfL0MLFxgUBM2s7seiy8pQta+vUm58eRQ8kmFxU/sIrADbQ8CghzblYZjVffrxAYSlKX/kpfken3lO8Zx7VYKN3W3bdiXBPn95L0sevRGG7LEcC3CHLztB7HR4q6l92ewCeH87fPyH2rnp1wTOzYbapfDgCwrhyx+g9XjwDISganDub1iz1Dba7r8rx4+n4Obmz4gRjRk69A1atapPdLSW8HCLwcm+fd05d64fa9a0pUoVW6MMa4pIUZGBAwd6lAqwV6x4YKaI/Cs/2MuXP+CPP+Lw93flp5+CzRrsjz66zoEDT/Hy+p9lSf+vANnJyckEBFj2HD/++AYHDz4jP98yIXt6OnH+/GtmDfbOnU+Iiclh374eZg32229fJjk532zkWLu2j5WRYw5Go7B3bzezBnvw4DM0aOBLv36Vrdz0JZqNHCdNqsOsWU3MGuzZs++g0WhYt64dEybUxmgUFiy4z7598bi5ObJ7dzcaNSpLfr6ed9+9wrVraQQGujFjRhPcSowQFy8mM3r0BUJCcpgxoxFJSTN49mw5x46NZcOGjnz7bTvGjKmJr28JX0gmSUzMZ/BgdV3Hjj2noMCiOXRy0gBCZrYRwRlPN2H2GxD2CKLClcX01s/Vtq0IvP0TRCQqTuO3gxTlY81puPFEaUTW9YSqpjVQTiH03wQRyVCUAIc7WtxxbboJi8/Bk1A42Apa+MIPN2H/NWjmCX/3gsqe8PUpFcCjjicc7KP86I7bA1V0yohqS0d7gHwsFD7cBg+fw4pBMMRKA52cBr1nQB1/6NEMfv/CXuOn18PoBXDrkQqqsu9zRR+wlqIiGPENJKWpLd3Pu1qO5RfC4C/gRRqIEZaX8PZRLEkvYNR4xan+9mvo1hHWr4dt28BQAJvXq3yzZimjxF69YNIklWY0woQJcOECTJsGw4eDi4sLDg79OXOmLPn5RoYMKU/37rEEB9fBw8MLEeH991M4eTKT4OACdu92MT1/i8ybp7TAHh4QE+NN06ZOpvMZWbEiF4DPPvPAwcF+uNFoNLhYhaALCHDg/PkqVKvmRKVKWlq1sqVquLoaaNNGT7lylv7o4KChQQMdBQXZJCTYarPbtXMFhCdPFEhu396FJk0cqFBBx4MHhbz5phdOTnD0aAFJSXpKyvDhCilt2WLR1Ht6aujbV92Dv/9WKuDu3cHDQ3j6VIfRaNvmBiYt6alTljQXB7h2BS5dsqQ1M/W5+/dttVqVA+DySbhywa55gPJxDvDyFZQ1cYZzrYCrg4PaWUkrpneYAKE1LaWwQEWNLBlm3pgKeQ/AUMo2daHplriZhpDMl3D9OGTH2eZ7lQoPIkCKbNOL2+NfQsMNCugB1CqhZU3NNPm0doPapmMGg6I+ALQxgT2jEW6ZXNe1My2Arj5Q3x2bWMoVUyw6m8DLFVOeTqb/96KUNr9OVahQYvEAcOGm+u7WzpJ26Zb67mLlseZaiPoObmVbPskEuDq0sE0Pe6SAdr3atq7WdFnQtAa0LEFdCYsEBJpbpRcVgdML6FwNmpZYIOh04KhVlIImViDxcQxU00GfmvbjV3oKdKwBbawpE9fh4XV7DzAXr0KlTBhQgmdeLKdCFQ/dwxkq+6q0P67A7cfQ2NtC+dl6SXnQaVcDqvra1nEkFP6+BQWxMNzqGnIL4dtjcPUufGEFSsNTYH+EokTN7gj7HkL4S2U3M6YU/nluEcw7ArnPYFl7y5yRWQCbr0A7X5jaxF67fPwJ/BgCz7NhVWfwtNrAi06Dq1Ygu2kg7B8F58ar/yLw/hHL8a86Q+IMWNIDgkpcP0BUCrT/Fi7EQqA37PsQ1r0JbqXQQy6FQtM3YNmvqu+3aQsPLkP3zvZ5/x2Jjc3m+PEEjEbo1k1tI3zxhdLshIRE8/ffxwGoVs2LqlU97YzdU1IK+OCDa7x8WUiDBj7/oQb7/Plkpk6t/2+76YuPz2XlytZmgP3BB9eJjs6hbFkX9u/v8Y/l/zvk/+dB9v37t9m6dQdt21pGsRkz7Pf9Ro0KQqOBxYtDzUaOu3Z1JTg4kLw8PaNGnePUqSRcXBw5dKiXWYP9wQfXyMgoomnTshw82BM/PzcbI0cfHxd++62zWYM9fvxFWrTwY+rU+ixapLhGP/8cxdy5ahT+4osmjBtX26zBXrcugnr1yvDHH13p2rUC+fl6xo69SExMDrVqeXPoUC/q1bOdpa5cSWbMmAsUFhqYMKE2X33VDEdH2wiGp04l0qrVIXbsiLG7F4mJ+cyceYv4+FyaNfPjr7964O5uGXG9vRWgyspIpFLKRMI2GwksCys3wpkjMCUYmpoG180HIOEBVPGBgzOUVuP7PyAxVm1BH54OdU2KdJ0eZm2Du8+gpj8cm6J8wQKcjYCph9TvHwZBz8pw9gnMOAEpuTCnIbQOgL8fwvLzyu/s5vYKvC84C8ceQ0Qs/NVdGRTa9JFYmLtHaV6+GgzvWIHfzBzo+7ma9PML4M+v7AcwEViwGY5eU4Dh6ArwL8XbyHvTwfgEaleEfd9YJjGDAT5ZCDHPFKg4sBRcSrFwLyyE1ydAcgp06wwfT1Ha0c9NVJC136sAMD/8AL/9BgX5sPVny+SwZo1w/rwK+DJ3rko/fTqb7OzPefiwLs7O1zh9+j2OHDnO7NlfALBsWTq//ZaDi4uG8eM9qVjRdqC8cKGINWsKcHCA8+fLUK6c5eYePlyAXl9Ejx6OjB//z2qS3FwFVMuVc+TKlaq0bevGixcGkpIM5OcbbfLm5Rm4fbuAzExbQFymjBrKXrywTW/TxgUfnzxOnUqlqMiIo6OGjh2NXL2aya5dmQQGOjJ1qieNG+vYuNFeVTxihAu1a2twdi7gwgWL5eHYsRq6dy/g778zERGaNIFatfK4eLGACxdstel9+oCPjxAebkGZPU1Ojc6ds+SrXh0GDjRSrZqemBgLym5qAgphYQo8lpTuwdCxOTx7qnY1ggQyw5RbQ4DAsiqQSZJJc12vBnRtAjlWtJRy/qo/PE+0rbvYPWFJ8A3KgKtbHahi2oHSmW69c4m+m2di4niW6AK6QqhbHsqXArK1adClsnJ3Zy3hkdC6DAxvZlnoRj2BBhoYVB8CfE1pMVC9CAbUtWh2E+9Dp3IW7vSjaGjoBAMbQhXTeRIjoHMVC2/69h1oX0F5+CkpeXngYYBWdaCjid4goiJ6dmwAnVpb8ua/hI4NoUNzS1pSElw+BJWKoEEJMBoaovIP6m5JKyyE/b/DwyvQuARoDr0JZbKhnRXYjI6GkLvw4imUiLPGswS4exp8MsDbSrkY+xSeJZbuEeH8Zbh6GepYbXyGmRY3JUH87UeQlAqNqpZSESq6raMDDDEtRAwG2HNN/R7TyZJ25x74ucIH3e3r+O6k+v64t61r1S2XISNf7Qh2srofy/6GNk4wo5UytP3zlgok9VW30ulQG65AWh60rGLrVWblFeU5xV0PHUtQDjMKYONNQGBxV2hmpU0Wgfa/WP7vGg733ocRDSyBg5ZcVp66XBzhyGhY3N3eTqJYTkZA25XwKFnNJZe/hJGt7fOl58Dba6DrHPDyhUa14Oov8N1ntt6m/jOSmall7NgbtGpVgdGja5rBcePGdenUqTqtWtXg2283MnToBHQ6nV35Yg32+fPJtGzpbwewRYSpU6/x2munzBrs+fNb/EuKyJ49cWYjx+HDLQB7//54oqKy2L27K+3a/QMH879J/m2QrdFoRmk0mkMajSZRo9HkajSauxqNZkyJPBqNRvOlRqNJ0Gg0BRqN5pJGo2leIo+DRqPZoNFocjQazXWNRlOzxPHGGo3moEajeWGqI06j0ezWaDSlMOL+Yzl16jC9e7/Gl19+wqBBfc3piYn2e5CDB1dl+vSbfP99BN26VTAbOd6+/YoqVfZw/forKlRwY+fOLtSubTFyvHQphTZtAmyMHOfODSEvT0+/flVsQqVPnHgFrVZo3TrADLCVf+oQGjTw4fvvLRrsr766y7ZtMbi5OfLNNy3o1q2iGWBfvJhMVpaWnTu72gHsixeTGTXqAi1a+DN+fC1Wr25rYzim7ksi48ZdorDQQHh4ps2xYg328eOJDB1alb/+6kHZsiW13Y5kZRnx9a2Mu7sbj0OP8DwJdv+ttGYzTFrYuET4bA3cvA8rBiv3QRfuwsx1KmT1lz0tgR9E4KN18OMe6OMDpz60uMWLeArD50BHDXzVFSa1grgUpa0wGOHLLvBGE4h5AUvU4pnl/aBbLTj1EFZdUoPY7tFQvcSE/jIThixRhmkf94BFIyzHCgph2kp48hzqVYPj34JPKV4QFmyAxeuhSy04uERpvUrKwuWw/Q94EAJ7ZkF5P8t1f/gVbNkJddzh0MrSNXsGA7w1DrKSoWlj2POb4vkOHw4d2sO0j2DECGWM9/nnqsz69VDNxKu8fdvATz/lUa+ega1bITAQoqK0jBgRi9HowOefV+LZs3WkpaVx48YdBgwYzh9/5LNrl46AAEfmzfOjXj3b1UViooExY9Jo1szA4sVutG3rZNVe4auvMnn4UMfgwS64uZXCNwBiYy00jJMnK5nPEROjBYQqVWxnv2KKsUsJp+aBgY6UL+9IdrYtyPb1daRSJWe0WiE0VPGy33pLEVR//z0Tg0EYNcqD0NACfvghlcxMW4Ds5qZh0iQjN27kMGdOGmJSMQ8YoCE0NJdTpwq4ckWLgwMMG6baunWrrduQ7t0FH58sDh3K4/Zt1b4+fYRevbSEhuZRVKTq1GjA09PI3bvC0aMWNO3vDyOGG2jUUEtYmD3KdjAq8BP2QL1/xdSg4pDwLXwh+yY8MtFVqpaHi6fgwllLHS1rgEMKxEXaVE35QKheRQHikuIocOEUxJg0xm6O0LWpfdAa9zyolg+uJbyjvIiGqEvgVkrdISFw6aKtL29QIPtOCLhYPaYH4XDnLmisaPX3wyDsITia5vfCQjh2HK5dhOYmusOtu3D9Orib8uh08NdhuHweWps0m5duwo07ULsURt3tEDh3BiRX+aAHiHmidiyiw6GOyRAv4bkySA4PgQZWWuDrJsPZRo3sd8auX4Orl6CKFUh79EiNA3Xq2G/tP3qkbCyCrHjUESYaT8NStLRxT9V3zSDb9ATTQiyoFBOdWFN/qmk1vpXVQNMqCrgVi9EIT03GfW1KObcI7NoFrnHQ3zSrX70HrgkwpBa0NtV19g4cPAH+6bZ+wkF5Ucl4pHjY71hpYvV62LFH8fO/6GPV9pfwx00IiYMpreHAXdh7DaoYYEKJXQRQWvYLoVDFG+b3tSgqUrJhk+k9Wt7bfkd01gk48hDG1FG+rK1l4x0Vrh5g1zAY09gCrgF2PVAeWbxdYM8ItUD8J9lwHqbvUvPf0GZwY6ZasFqLCBy8AQ3eh19Pq4XEmwMhZBd0KMVW6N+VFy8K6Nr1HDdvZpCeDps2WQx0vLxcuXIlichIA/fuPSAmJo25c6/x3XcPzXmKNdjFRo6bNgUTEOCGiBAWls6iRfdp3Pggu3apLbFatbz+LQ32kiUPyMvTs2VLR7MGe/bsO5w+nYiXlxP79/egbdvAf6zjv0v+M5rsGUAu8CkwGDgP7NJoNNOs8swG5gErgEGm/Gc0Go31EPUm0AIYYqpjU/EBjUZTG7gBlAE+AgYAy4EAoBQ20j9LYWEhb7/9Pj/++C2jRw81p69e/ZDdu+Pw9nZmwoTaaDRQoYIbb755yazBHjOmBtevvyI4+Ah9+lj2eP/8s4dZgz1lyjWzkeOmTcE2Ro6XL6cwblwtG4C9adNjs5Hj4sUWgD13bgi5uQbef7++GWDPmHGLQ4cSqF7di927u5k12O+/f5XY2BwCA904dKgX9evbA+zRo5UGu06dMqUC7NOnE1m//hFarZHJk+uybJll/zIxMY/Ro88TG5tDs2Z+rFrVthSArTi4Dg6uFBQIn376PgsWLEanzeDLafD+OAiqql7w+euVFmtUbxjbD5JfwruL1EQxpg90bW6pc+0B2HxE8SAXvgm1TIvN1CwYNE9FrargCgt7Q0ERjPgOTl6C92vBwh7Kh/Do75UGaGoL+KwrJKTBmHVQOR9W9ra3li/SwvBl8OwVNAmC5WMtg6bBAG/NhZ1HoWV1OPWdrcFSsWzcBQs2KnDzyVuWbWZr2bYTftyq8uz5FVpa5Vm2DjbvUlvua+ZBwxr25UXggw/gwAHFqd75k9JYDh4Mz58rcLByJSQmKqAdHAyffKJ+A6SnC6NG5RMdbaRvXx2DBkF2tjBgQD5Nm1bljTfKsmJFZSpUqISbKezjtWtFTJqUTni4nnnzytGpk+2sXlgoDBuWSnKyEV9fDZ9/bnt827ZswsO1BAU5MWXKP6tLtm1THkE6d3ajRQuLJiMsrBBPTyOdO9tuH6anF1K/vlCrlu3Q5eUFKSlFZGTYezlp186dmjWdCQtTM1xwsAf9+3tTubIThw5l0bGjJz16eJGdbWDdOntexLRpZSlf3pEbNwrZuVO119PTgalTlQpwxQqlMp40yYWaNSE6OofYWIv2xsVFw6hRavGwYYNClA0aQGqqltBQA/v3WxYGgwer6yqmoRSLj4+B27cNHDtmf30tTCDh3j313aiR0ooXG1oW01Vu3rLk12hUMKJiV4g1aqg+X1xHsVSpoLz73L5md1qzj/RijbnGCBdPQmwJoF5YoLTshSVAtnnBVMquTbLpMZQvoXR6ZNKcWoPVUBPlo6mVgeB905ze3ATiHjxUAKx+XdVXQAXOAWhr0kKHRyowXrsG+JkMBW+Y8rS3MsQrluum+xnc1pJ21WTQ3NGKXnDdRClp38bW60pkJNSsqRbJJeXOHfXd2kozGRUFXTtB7572+V+Z7lcDKzAaF6vuU9tW9vlTUxXlpGE92/TkaPDNUeDSWoqKoKGf0gxXNs3mublw9C+IugMVrOgiySkQewFqFEDFEjQSgCcJkPgSPNyhiQlQ/30Bnr2A2gGW+/aLiTYx7jX7RcjavUqL3qoclLEaeg5cVBSf5Ocw0ApIbjmnwP9b7aGqHyw+rNKn9bS4v7SWny/CiftQ2cHWh/jKE+CSBh80hXYllCmX42DLbaVVn9vV1ttISAJsMi2qdo+AMSU48jcS4O2DcCcRlnWHoaUYYYK6hs/3wUe7FFXkqz5wYLKi/VjLiwwYthpGb1RuWrs0hgcb4fNRtu+biL03o3+S2NgiZs9OpE+faB48yKJePW/Onetupqrq9UY8PNTv/Hw9zs7OVKtWi82bn7N582NEhJSUAgYPPkNoaDo9e1Y0a7ALCvT06HGCLl2Os3p1OElJarBwctJw8WK/f+mmr9jIcenSVgwfXt1s5Lh1azTVq3uyb1932rUrR3a2lmXLHvx7F/x/Sf4zIHuQiIwVkb0ick5EPgf+QIFvNBqNGwpkLxOR9SJyBhiF8qD2kVU97YGlpjq+BKxf80moKCv9ROSAKc9PItLLdK5/WzZv/oE6dWrQq1cXc9rq1Q9ZtCiUx4+zWLWqDVOmKGCbmlpEQYGavN58sxbvv3+dJUtCefTIQt7/4ovGNGhQ1mTkeIaHDzPo06eSWYN9/34aEydeNhs5LlvWykaDfflyCvPmNbNy0xfBoUNKNWCtwS42ckxPL2Lt2rY2FJEjR57j7e3MoUM9S9VgL18eisEgTJhQm9Wr2+JYwqfQ6dOJvPXWJS5fTmH27CasWNHaTCFRGuyz6HRGOnQo9w8abOXd4ebNZDw8CqhXz4uRIwcRFFSV1q1qUZT2Cd98olQhfx2G3zcpYLtxtnqZJ80CXSq83h0+ftMLL9Nsd/46/PILVPSBbbOhnWmi0Oth5nJIy1Rbsr/NVAPwR1vhXhzULA/LRqjBbPbvKhJapbKweIha4Y9dD+m5UCcQPu1idynM+BGcDFDFH/6cY6GBiMBX6+HPc0pzvXE2VCvFiGTXfli3FgLKwE/zYVgv+zwHDsLbU5S2cfNaGNjPcuzb72DFQmV4tHsDdG5nX15E8atPn1GD5eFDUK+eAt1RUQocHTyoBt8hQ9QWtIrcVXwPhZkz83n6VGjTxoGVK10RESZPziMmxkhurhO//FLdZjH29KmOL77IoKgIpkzxZNo09ayKn5eIMH16MllZeqpXd2TvXj+cnS3lU1L0zJyZQtOmwnff+eLqWroWW6cz8ttv6h2bP9+W8Hr2bB55eUKTJrZ98MmTIiIjC/H2tp11i7XBJTXcAG3aeBAbq+PiRYU6NRoNvXt7cetWAStXpiIiLFtWnmbNXFiy5AWPHtl6GvH2dmDZMn969XLms8+e8/SpQocffeTF0KGOnD6dzr592QQFOdCjh5bbtwv46KN0s9Yb4IMPXKldG8LDc4mK0qHRaPjgA9XhNm0qNOft319Dv36FPHyYSXy8BVAPHKiu9/Bhe5AdHCz07JlPREQWRqPw66/KoLJXL/XM2rYBPz8hP09PUZHg5QXjxhlo1KiIy5dVfS1bKk75q1c6m3Y3bqwATmQkFJRwwBIYKHTposXNTSH1siZgmplpm085qBEKCmy56n4+yoDPzX6YoYqHcscXUMIrRmocNClna5SXEAXNqkBzK4AZEwb1K0BLE8gOC4VG1ZQRarE8fwzt6kBbExh7cE8tqAd1U/9fvQJJVMFjGpRi3PY8Drq0hs5WIPnRQ+jYCnp1s6SFP4DObZSxq7UcPQKxUdDB6r338vLCycmT/HwdnTvradbMcs9u34aLFyyuHovFaFQaeRcXqGsFCB89Up/AUpR3sdEQcsM28iRAerp6fiVDbmdmwrmTEHnfAnhfmLxkVKxgq9Et1pIHlMJhB7j3QO1qdmlhWXRcNC1YhpjuUVY2vHwEjSvAxP625VNSYe9ZVXbaKEu6CGz+W/3+9HVL3S8zYM2v0MgRvugLJ26Cbx40rwgTSzEu1+lh1TH1e9YAy7Wl5sCmi0qbPdm0sCoeFw1GtbPauKwy+G9oNV/kFcGYbRAdB3Pbwxsl+PTPMmDaERUAbUob+LCt7fHXV0GTTyDyOXy4E3ZcV5z1XyfC7H62CzcR2HcdGs6Ev+8qQL1gPJxfDvVK7E6IwOQ5UL4t/H3a/j5kZxu5dEnLmjV5DBwYT61a4axYkcLDh3rmzm3BlSs9qV7dwjUaO/YYPXvup1GjADp1qozRaKR58wqUKSMYjUa2bIliwIDTREVlU768u1mDDVBUZCA6OtuuDR9/3BDP4qhRpcjy5Q9YtOg+LVr42Rg5zpp1x2zkuHJlW9q3DyQ7W8fIkee4ciXlH+v7bxER+S9/gJlAnul3DxSgrl8izy/AXav/nwO7AD8UCL9vdWwD8OS/2BYREdHr9fLtt4skMDBALlw4KBkZ0ZKRES0LFhyUSpVWiEYzX95++3epX3+NwHybz/Dhv8jy5Yft0j08FsmLF5ESHn5fatX6TmC+NG26VmJjH0pGRrRcvHhTfH2XSs2a38mIEb9KSkqkZGREy549F8TdfZHAfPnooz2Snh4lGRnRsnjxIYH54uAwX3788aRkZERLWlqUTJ68S+rVWyNubovk4MHLkpERLYmJj2T06G0C8yUwcLncuHHHfE3Fn4MHL4ubmzrPJ5/slbS0KLs8+/dfFC+vxQLzZfLkXea2ZGREy8OHoVKzprquZs3WyZMnYeZjr149ltdf/01++umUOa1ly5/FzW2FTJq0R9avPy2HD1+R06ePybhxo8TX10emf/yR1GqmF7xFNmwWERHZsluEGiJlm4skpYhZklJEyrdRx+Z+Jzby+VKV3nygyDNTmZ/3ijQZJFL9HZH7cSrt2BWRzlNEvMeK3IhSaUt/EWnzsUilD0VeZomd7DglQncRlz4itx7ZHvv+F5GAViJNh4tcuGNfVkTk8AkRxwARyoqs3lh6npOnRVx8RHAXmb+4xDnWiuAkonEW+W176eUNBpEPPhABkcqVRU6cENFqRYYPV2nt2omEh4sUFRll/PgC8fU1SM2aIq9eqfJGo1GmTMkVSJNBg3IkPt4gIiJr1+ZI5cpp4uWVJo8f623OmZ9vkBYtnoqbW7RMmvRSdDqjXbvmzXspECGBgY/lwYMiu+MjRyYIREifPk/FaLQvXyxr1rwUX98wmTDhuRgMlnwxMYVSu3aUeHk9kqIi2/Jt2jwSuCuXLuXYpI8bFysNGjyUo0cz7c5z61aeQKg0aBBpTsvJ0Yuf30OB+3LsWLqIiLzzTrzAXenQIVL0etvzGgxG6dcvViBUWraMkvx8dS83bkwXiJCyZSPl+XOtJCfrxccnXiBOfvvNti3vv/9KIE66dXshRqNRcnKMMnx4mri5xcvBg3nmfG++mSmQLDNnZlu11ygDBmRIuXKJEhmptanXaDRKUFCGQJpcvGh7rFjaty8QyJc//1TPe9YsrUC+fPhhkfn6atXKFsiS+/dt+0Tv3gZp3bpQLlywTTcYjOLhkS+QL2lpRomKMkrPnvnSr1+eTb4tW3Ti4ZEvH3xg21c+/lj14+9KvPciIt7e6lhWiXe3YUOVfv++Ja1BA5V2754lrUYNlRYRof5Pm6b+r1ih/uv1Iu7uKi0tTaVNn67+L1+u/p8+rf4HB9u3T0SkWjV1/JHV+NGypUq7eNGS1r69Sjt50pJWUCDi4iKi0YhkZNjWe/26QUArjRrZPss+fVQ9Bw/a5n/6VKWXL2+b3qmTUUDk7Fn7tn/6qSrz7be26W+9ZRRHR6Ps2WPb/x8/FkEjUruOJe3WLZHuvUVeH2tbx1+HRCrXFxk53v68IiLTZqgxcZnp3PFPRRy9RNp0Uc9FROS3XWps7T7YvvziVSJVGotM/cY2/XqIiFt9kT7viOQVWNLn/6bG+oFz1P8uH4nQWWTVH6W3b+dpkbYfiby2WI3BxbLmmIj3VJF+39uX2XpZhHdFqn0hkltoe2zyHyJME2m8VCS/xHCZrxVp9b1Imbki4/eKaG1fMYlPEWGY+ri+IcJ4kabzRE49tG9DarbIyFUiAZNE/N4V6bdc5Flq6dcoIrLoBzW/UkOk/TD1PNetE3nzTZHOndUYVPzp1i1RXF1DZPz4OLl2LcduXM/OLhI3t+8FvhNYIV5eq0VEZPXqZdKo0Ufi5bVY/P2XSuPG30uDBmskOjrMDqN8++0RO+x15cotu3zFn1mzDphw1ALZvPmUGa+MGPGr+PsvkwYN1siJE9ckIyNanj6NkLZt1wvMl8qVV4gJL/4f4d9/9/N/CrL/Am6bfn8I6AHHEnnMQNz03xu4bQLkmUA3q2PvmNLXAg3/k22RFSsWSpcuHaRBg7py795Z88OYN+8v081dKT/+eFIaN15r9zDLl18u6elRkpAQIZUqrbA5NmrUbxIeHir16q2W5s3X2QDsCxduiK/vUoH50q/fz2aA/fvv58TZeaG0bPmDTJtmAdirVx8z1/v998fNAHvChJ0C8yUgYJkNwO7adZO4uS2Uzp1/LBVg//33ZalQQbV3woSdpQLsPXsuiIvLQmnefJ28//4fdgC7bdv1UrnySmnWbJ35uoo77PDhvwrMFx+fpRIXp45FRoZJy5YbpGfPX6Vfv23StetPMnjwVnn6NEIePLgoffu9I86+0VKlXq5oTfPEZ0vUy/y71QRhMIhM+lildx9rGWBFRP48rtKd6ohcuqnS7keIuDUSobbItr9UWkqaSGBPEVqIrNqh0q7dF3FoJaJpKXL+nv3gEh4lUnGYGnh/Omx77NAZEU1Nde5df9uXFRG5cEGkSXs1CcyaX3qeU6dEfH1FWrUX+fhzEesxafVqkfbBCmRv+bn08jqdUT7/XE2Srq4iR46IaLVGefddg4Cq++5dlTZ8eJ5AlrRunSvh4ZYTLVmSJ5Amrq5pcvmyehAHD+aLRpMgfn6JcuiQ7WxgMBjkrbdeCERJrVpxkp5eYsQXkW3b0gQixMEhQo4ezbE7vnXrK2nRIkq8vCIlPr50wCcikpBQJF5eYQKhcviwLZKaO/eFQKhMm/bcJj0rSy8uLiHSuHG4ZGbqbI41bRohcFdu3Mi1O1dhoUHq1g2Vrl0fSF6epdzGjcnSrNkladDgnBQU6CUjQyeVKj2Qli3D5NNPY+0mkrQ0ndSs+Ui8vB7IG29ES16eXoxGo/Tv/1TKlImU06dzTfcgS3r1ihNPzzC5edMCOFNT9RIQ8FQgTjZsyBARkR9+yBKIk+rVn0lenprRb9zQCiRLnTrJkp1teQbvvpsukCBTp6bbXeMXX6hnPWVKtt0xEZFVqxSoHjZMPfM7dwwC+VKhQp5oteq8772XL5Al8+YV2JSdPl0t1D7/PM+u3latFHi/dEknBQVGcXBIE0fHNJvF0YEDeoF8GTTItr/NnatmoAULbOs0GkUcHdUxbYkuVAy+0023wGBQ7weI5Ji6Y36+UZydjeLkZCnfvbt6l44eVf8fP1ZlqlSx1N2tm0o7dkz9X71alfnwQ/v7mZqq8rq7W8atggIRZ2cFnLNNj6GwUIFpsAXT16/rpWPHIunZ02BX97p1OgGtTJxo28f79MmRLl3yJCbGtl+eO2eQOnV00qOHbXrNmtlSvXqOPHlif44vv9RKhw6Fsn277Ts+cGChQL4cPGibHhpqkM6di2TYMMsDOXNGXVf37rZ1r1+v0j/4wO60IiLSo58C2UdM93nHLvV/4HBLnn6j1Pi66Vfbsnq9SNXG6tipc7bH3vxEjduzltumf7RWxLGnmgtuRSiAXeY1kSz7oUKMRpEWk9Xc8PNRS3p+oUjABBGvMSKXSihl8gtFKn2mQPbvN2yPHQ0R6bJYpOwXIg8S7c/11i4RPhepuVQkzf71kh+OWkA2w0Q0I0S2XxTJyRf546w6t4jIuTCRSpNFGCniPU5k5yXbOaek/H7QArDNH1M/BZH27XPFxSVZWrVKlffey5I//8yTtDTdP9f3+yNxdf1e2rTZKbBCKlfeoK7/6J/Srl2wrFp1VMaP3yHffXdUnjx5aIdRjh+/Zlb0OTouEJgvdeuutsEqtgB7v3TosEEcHBbIli2nbQA2zBcvr8Vy4sRVM8B+443fBOZLlSor5d69kP9RkP1fdhio0Wh6onjVb5uSygK5IlJyPzMD8NBoNC4iohWRHI1G0w6oBSSJiLUV4jagDzAdmK7RaNKBY8BaEbnzr9oUE/OEMWNG0qpVM5ycXHn+PIW//37GokVRaDTw1VfN6N7dBze3GkyenIleL+ay/fuXJykpg6VLH5OUVIC3tyM5OepSmjZ1Z/LkExQVFVC9ehm++aY5np4OPHiQzjvvXKFqVSf69CnD7Nl1ePkylRs3XrJ8eRiVKwudO3vzzTeKIrJ+/SO2bg1h4EBfunatSM+e3jx7lszOnU+4eDGegAAHfv65E127VuDVqxxmzrzM06cZ1K/vzJw5NfD0LOT5c8XprFKlvJmD3bixKyNHVmHy5OokJdlGsrh/P5t33rmDVmukXTt/pk6tQmKiyvPqVSFffXWXly8LaNOmLCtWdDZTRF69ymTjxgeEhCTQoIED8+c3JTc3k9xccHZ2YtGi5sTF5ZOQkEdUVBYPHrxg5UoD775bl29XTOTq1SNs2nSczz6rzpIl37LqSx+G986hYkAa8fEq6MKRI3D+kAsjOsCXM8HRMQiA2Dj4+psk+rfV0r0rVA2E8HBY+r0K7/xaVy/GDw1ABGasKMJD84KhwTC0A0REwMyVUK0sjO4LHRpUBNQ1paamkpaWy0ezoXKeOt67kdpad3FxIS2zEus2m7yFfBRPh6a2fowBHj+GiZP8ycvzZtbHMGt6Jn/+eRKj0Ui9eg3x9vbh1i3lvcPXF9q3CmL1CrXlmJSUxC+/aNlq4mdv2gC9eqpzeHl5ERCg9oEzMwuZOjWR27eF/v0dmDTJgZo1hbfe0vHokdCmTTU2bHCncWNh+vTnhIRk06gRLF7shoeHI/Hx8Mcf+Rw/bsTbuxK//upFp07OHDoUxaxZWVSvDpMmedCkidZ8ff7+/qxfn098fD4VKxawZYuQlZVg5ttqtVru3CnDpElJ9Ojhw4gRZenf39Yq7fr1XD74IAGtVvjzz5pUr14K2REVXGnu3CRAGDq0DAMHWvami4qMbN6cDsCoUb425U6ezEarFXx9HfHxsQxdOp3w6JF6Lxo1KrH/Dbi6OqDRZHLxYh5PngTRpIkinE6cGMDateE8fpzHggVRLFvWgMOHaxAc/ICQkCz8/JyYO9dCvPTzc+Lgwep88kk8e/ak8eRJIYcO1eWXXypRWCjm6500yZtLl7LIyzPSv38cV6/Wol49N/z9HVm/3o+ff07l008TaNhQ8dW3bs3l+XMtixe/ZOnSCrRr58z772v4+ec0Vq7UsGiR2u+fPt2Ln3/O49ChPObP9yYgwHIPJk504eLFdHbuLGTRIg8CAhwpKiri6dOnuLi40K2b0LVrIUVFWm7d8qJcOQfGj3fl8GH4+29f+vY10Lv3S8LDC3j82MCTJ2VwNIWI7NlTz7p1fhw4oGXlSndevHhhDpgycGABzs75XL3qTtWqHjRrJty750N0tIHatQ28ePECDw8jtWtrcXAQ4uMtBNrKlcvRubMGo9GR1NQccnNzzf2jR49Ciorg+XM3XF1dqVSpEgUFgrNzLh06PCcz052sLEhNNVK3biGVKmlITXVHxJ+nTz2APLp0KSAxUXFc8vPzCQ7W4OfnSny8Azdu6KlcuTx9+zoDbiQlJaHTZdG9O/j5uREfryEqqoiWLQ00aeIHVDD1zyJevHhBWJiBPn20VKniSEKC2s6OijJQu3ZZ6tXzwNvbjdTUVG7dyqJ9ey01ajiSmeliptJcvKjh6tWyvPeeM+BOvOlF1Gq1RETk06GDhrZt3YmPd8Hf3x+t1pNTp7QEBuai0RiIj7fwM0JDteh0hdSv7ww0ML8TRUXJODtrMRo9bPIDPHvmwPXrXkyf7klRkZ4XLxTNr0wZLUFBQk6OE/HxihdSsWJFRJy5fNlAcHA68fHK3iAtTQUv8fe3jKGVKlUi38S9L1Mm3m78BKhUzkiLJv40qF8G0BAZmU3tmml0bK8hPh7y88GYDYO6QtvmAEHmsn8fTsLbXUvHNlCrumV8zsiAqEgvHBwCmPKm5TkBfDYYxneBAB9YsRFeqw7tOlakjKdlXijuew9iIOMVNKsMnetAUpK6pl2XITUb+tSNp4qr5bxarZa/rkEdnQvB9f0Z3UaNLTk5OTxLTGP+dniVDbN6gbfWUi4oKIgNpyEhEWq6JrGlj5bsl1CSMLH3SiXAQpcQI3y1XcepiwXsPF+G7k3yCW70ktMPoLCwIsH1XNk5DbwdU3n6NNfu3ufkwpgZ5QmPsff2VL5ODkM7pdGwITRsaKR6dQ0VKgTg7W25pvj4NPsHCuzefQcXF09Gj25AXp6OWrUciI+Px8XFHVdXDX37+tC3rw8AGk0RxXOyVqvjwoVY5s8Pwc/Pmd69K9G2bXmWLYti4sSq6HR6XEwk8oyMbPLyCti16wl79sSh0cCPPzahfXt3kpJSWbjwMdHR2Xh5ObF1a3MqVxYeP05k/vwQIiOzef31ACZPrktAgGOp1/DfJf8lF34ajSYIRfn4W0R+szokpWUveUxEjCISXQJgIyJ6EXkDaIYyoLwLvA5c12g0A/5Vu6ZPn0ynTu1wd1cT7d69cezcGUPDhr5s2NCBMWNqYjQKd+68JCBAbHhkXbsG8MknKsJjnz6VOHWqNx9/XJvevcsRFvaKpKQCatb0Yv785pQp48LDhxkMGXKWJ09yadq0LLNnN8HZ2ZEbN16yY8cT3NwcGDasGh98UN8EsCOYN0+56evWrSKvvVYZo1HYuPER+/bF06iRLz/+GGzmYE+deg2dzoivrzNLl7aialVbQHPx4guzkWOLFn5MnlzPzsjx9u1XrF0bjqenE++9V48FC5qbOdivXhWyYUMEL14UUKuWN1980cTsM1uvN/LNN/c4eDCB5s3LMn9+Sxo29CUvT8/du8pKIjg4kDffDGL27EbMmtUUPz8Xzp1LZuHCUFauDOPuXU86dhzJtWsaqlcfytdfb8fHI8t8z6Oj0/n773QQGPIa+PmqdJ0O3nxXDeD+XjC8rwK9q9fAnfPQvSl89aHKu3ELHPsDWgXBl28rruDGzeCcBq3qwqQh9n1k03YVuMHNFSYPtvDtsnNg6Ftw5jR8Og7GDbMv++wZfDEL8nKhf39Y8g3odIXMnj2XH37YyIQJE/j+x2vsOmhEp1OGievWKUAtImzfLmzdql6DGTOgbx/7c6SmGhk82MC1a4Krq4rIWLeu8NlnOm7dEhwcVJ0NGhgZNCiTkyfzqVNHw7ffulGvniMiwtatuWzenEdsrJ5Nm9wYMcKFc+cKmD07nfr1HXntNVfGjbP16XX4cBZffpnC1au5bNgQQI0atjy48+efM2/eA4xG6NLFgw8/9LM5HhtbxPDhsWi1wtSp5Rg2zNf+4kyycOELtm1Lp25dJ9avt/WBtW1bGrVqOdG2rTudOtm28fz5LDw8NAwebFt3SEguLVo407evF15epQ+gtWurumJiLEOOu7sjv/7aHI0GTp16zoULL2jZ0ovt2+vi4ADz5j1l7two9HqLEWKTJu6sXx9EjRqu3LmTx4ABjwkLy7NZUGg0GrZsqUL//t4UFhoZPz6eu3cV8nj9dU8aNFDeToYOjScysojffvPH2TmfZctesn9/JgDjx3thMMCqVek8e6YznduZjz92ISUll8WLba2VGjRwws9PQ26usHp1BgAvXrwgPV0tWPz9NdSqpSUiQsvvv+ej0Who1cqBjAwj336bg4jQooUGo7GAW7cKuH7d4vKjUSNHevSAwMB8Ll2yJWZXrAjJyUZCQ1Ube/YUWrXKN18vQPXqgoNDDuHhuWi1linC01PH5cs5RETY1ungoCE+3sizZ+o9KpasLCE9XcjPt4zdaWlCTo7YBCeKi1PlPEzdJy9PSEkRUlONBAaqgk+fqkBCxTzyjAwhMdFIcrLRzGF+9sxIerpQrZo9z//pUyNRUUacnCzXExtr5MkTIy4ulv4SGamuw93ddmoMDVUN7tjRtr+mp6eTnJzKixcGgoIs03N4uMpft66j3TifmKiOVa5syf/ihWqbv7/Gzq89YH4OJe0lypSBcuWMGAy27XWycjdaLM7OBpo3zycgwNY9jIuLkYYN9bi729sPGI3CtStGYh4ZqGriCF++YMCQb6BOTXXfQkKUMsOghbK+tuUP7AN9Fox4zZaLfOo0xIbAhJ6le0Yp56t43mevQWQUvFnK2Auw/whUdYYxXSwGgiJw9gJU9YaR7W3558kp6Zy5lc7TZHizrW2bdlxSALt+ZRhZwt7mRgzM+AMuPoCF3ZXL2pISkejI5UhbRYWnq5GBzfM4cNVkzxTmwbrDfrzKgdlD4eICqFGK/VBMPHy7GYZ9oCkVYAM4erkze7aat2rXdrCxs/mPJCYmi7CwNDQaDV27ViYiIp2XL9U7bTS6kJXlxZMnpUScAu7eTWX+/BAKCow0auTLBx/Up21bf/76qwODBlW0y//XX0/54w8FsD/7rDHBweUxGIwsXRrKnj3xJCXlc+BADxo29CU3V8eSJaFERmZTrpwrkyfXpUIFj1Ja8d8s/1nVN4pL/QhF+fC0Sv+36CL/hfMFAc+Ae/8in812QjFFRKOZLxs2nJCMjGhJTX0sY8dul0qVVkjNmqtkxYoj4uW1WOrXXyPdu28SmC8VK66QO3fuSkZGtISHh5o52CNG/GrDwe7YceM/UkRgvsyadcC81bFo0SFp1eoHcXZeKGvXFlNEHsv48TsE5ttxsLt23WSmsNy8WToHu3LlFVK9+qp/SRGB+fLpp3tL5WB7eCySgQO32lFERo5UWyve3ovl5EkLp6lNm/Xi4LBAduw4Z3e+Y8euyJAhv0j37j9K//6bpV+/LTJw4FYZPPhXqVVrjnh4fCZjx1r4F598EiktW8XIG6Ntt51+2CDi7CdSpb6FK/nzzyJoRDy91DaviEj4IxG3ciJ4i+z7S6UdOaa2HV19RR6Gi50cOSLSuY+IU1WRu6GWdL1e5LWRaguyZTeR/Hz7ss+eiVSvLtKxo0i//iJFVty6t94aJWPGDJO5S68LVbVCVZGZc7PM23V6vVHee08voJUePfSyc6d9/SIiMTEGqV8/R9q1K5AqVbRm6kdenlGCgwulevUCefzYIMnJemndOlUgWcqVS5Hbt1VjioqM8uGHqeLv/1wcHRNkxw61H7p3b464uMQJxMmbb74Unc52+/jixWypUCFcIFRWrkyRkvLzz8nSt+8ZCQo6IXPmPLejUbx4oZU6dR5K69aPZODAaNFq/3mfcs+edIG74uBwV06csKWJZGfrJTAwVOCu/PVXRolzFImLy03x9b0tCQm2tINZs+IErsgHH8T843mnTw+Vrl0vyf79z+2OrV0bKfCrlCv3hzx7Vkz5SJaBA+8IHJJ27S5JZKQtNeblS6307RshdeveF7gho0dHS2KiLeEyN9cg7733VOCuuLuHyIEDiuOg1xtl+PA48fR8IMHBkRIWli/ff/9KIFS8vMLk/n21bzx69HOpXTtabt60dMj79wtEo4kQJ6cIiYy0vQ83bhQIPJb27WPlxYsiiYuLk7i4OPPx8HCtaDQJ4uT0TKKiiiQ31yD+/oni758gp0+rc37/vaKvBAfb7m3PnZsqECVDh9qmP3+uF0iQihUTpKBAL6tWpQtEyaRJyTb5GjR4IZAgN29a7tHVq0UCydKmjT1x1McnSyBL0tMtfSk62iAODllSu7blWRw5ohWNJlP697fstf/0U4F4eGTKlCkq7e5dnbi4ZEqTJpZyEyYoitXWrao9ly5pBTKlbVuVx2g0Su3aWQKZ8uKFPd3is88KBLJk8WLLM/j8c5W2aJElbdw4dZ4ff7Rct6IYpUlwcLpERdnSMiIinkjDhnfFySlZCgos1/7LL1nSunWCzJxpTxX66KMMadz4lezbZ6H5XL9eIBAnHTsm2eUvLtO580s5dsyWGjR+vOLi/vKL7SAYF6eTtm1fSseOL81pV66o59ehQ5pN3sWL8wXSZPZse/5DWppRQCs+PlrzvShTRiuglZQUdb0ffqgoC/NLUPFSUxUdx8FBJMnqsoxGkfqNFf3u4D9Q/ERE1m8VoYrIwImlH09IEnGsJ+JU39Zu6PIdERqIlO8kUlCCb71hV5wEvREnrabZ0jNuRYh49hbp8rlI2LMS9yBLpP5MEcaJfLyj9LbkFoi4v2GhiXSdK/L7RZW+eq+is1h/pm8ovZ57kSIDpon0mGShhTTtJ9J3vMiB4yI7/hJZ95vIgrUiZ6788737JzEajTJmzCWpUeN3mT79sjx6lCbwndSr94uIiCxceEpgsYwfv8sOM5w4cU0qVFgh9eqtlpEjf5NXrx7/I//amoMdHLzBhiIydepuM14pycFu1Oh7qVNntdy7F2JTF/+vcrIBD+Aa8AQILHGs2PCxXon0rVgZPv6XGgnfAQX/Io8NwG7bdr1oNPNl48aTNgC72JDx8OErkpERLWFh96Vduw3SsOEaqVnzOzPAjogI/Q+NHF1cFsikSTttAHbt2iq/tZHjokXKyBFsjRwnTNgpwcEb7QB2MfAODPxngF1s5Dh58q5/BNh1664WmC/vvVeSg33fxsixNA5269Y/iK/vUiuAHS5t2qw3c5ru379X6kvw6lWkpKU9lqdPw+TatVuye/d5Wb36mAwevFicnGaKh8d3cupUnJw4USRBQaHSrNkDSUqyjEzh4WoQrVlT5NwFlRYVpTh/3t4i200GgoWFIqPHKjA+cYpKe/XKKL1eMwjuIqu+tx8MXr5UhkGggLy1zJsn0qy5SN1WIk8T7MumporUr6/KduwokluCy5ednSm1Wn4uVDUIVUVadj8mVapWlrt3r0tBgV5GjlSTiJubVv7+237CFhG5ckUnAQHK8KxNmxxJSLDNl5ZmlMREozx4oJU6dV5IkyYvpWbNVxIdrXhyL17opGPHJIE4adkyUf76K08MBqMsWJAqwcEJAnEybVqqjYGhiMj167ni5XVPgoLCZObMRBsAbTAYZfZsBWCDgg7Jt9/esQPYr17ppFGjcIG70rx5hGRk/DNvb9++dPHwuCcdO0bK8uUv7I7PnJkgcFfat4+0O8833yQI3JChQx/bpBsMRqlW7bbAFbl0KfMfzz127DWB3bJtW6zdMb3eIL17nxT4Vdq1Oyx5eQoAnD79UqpUOSVwSDw9j8iMGaESG2t5+FqtQZYufS7u7rcEbkitWndl1qwYefbMAlyKigwyaZIyqAwIuCezZ8dJUZFB8vMNZkPLsmXvy7VrOTJmzFPp1i1SqlYNkfj4QklL09sZfoqITJ6cJJUrP5bXX4+1M9CcOvW5QKiMH//MDmSLiHzySZq0ahUnQ4eqmX/Tpkxxd38kLVo8Eb3eKDk5BunUKUGaNImS48cti6AXL3Ti4hIt8FjCw22RxqhRT0WjCZWDBzMlJKRAIEqqVn1i8wwnT06Thg2fybp16VZ16qVnzyTp3PmZXb/s1u25+Ps/kehoCzh98KBQIEoaNYo3p/3yS6ZoNFEycaIF1M+alSYQJ4sXZ4iIyN692QJR8sYblj7XunWi+Pk9latX1bVs3pwt7u7x8uGHCjBmZhoE4qRcudKNd99+O00aNUqWvXstYHT48FdSrVqS/PmnJa1Vq2SpU+eFzeIiPl4noOwiStZ96NAjCQq6IH36PLVJnzHjpUCULF1qC2hFRFq2fCoQJbduWfrdoUN5AnHSv3+yXX4RkYEDkwXi5NAhWyA8Y0a2QLKsWGE7yOXkGAQSxM0twdzm8HCdQLLUr//KJu+aNQUCaTJtmj3pOTZWL927Z8lrr6nFTEqKXpo0yZOqVfPN9Xbtmi6tWqXL5cu2C5Dff9dK3bpa6dvX9p6FhBikXQe9VK5mtOPwF4vRKFKvnkit2iJHT5aeZ/UmEed6Iq9Pt01/c6YC2V+usU3X6UTaDouTNsPi5NBlS7rBINJ+igidRWaWMIo3GkWGzROpPlpk6EqRolKGy0KtSJ8FFoD9i5Xhql4vUnawPcj26Gdr0xT7XOT1L0RooT5B/UWmzReJfFL6tf9XZePGxwI7pWLFA5KWViAPH6aLu/sv0rLlnyIicupUpMBiadJkvR3ALnbEMGbM9n8JsOfM+VOKjRxL42B367apVCPHKlVWSkhIiF19/5Mg+z8TjMYJ2AfUQbnYe1kiyzUUpWiUVRkPlL/s4//mOf7JU3gd4N/yu1Lspu/u3VS2bOnImDE1MRiMfP75be7eTcPDw5G9e7vTqZMKlf7++9e4efMVGRla9uzpavaDPWjQGcqVc6NZs7JmN32LF9+na9fjZGZq6dmzMsuXt7Zx05eRoWXmzMZmN31btjxm1aowANaubcfo0TVt3PSFhKSxb183Gzd927c/oU+fShw+3Iu6dX1sru3ixWSWLAmlsNDA+PG1WL689T8GmklNLeSTTxqyfHkrGzd9Q4acoVw5V3Mkx2IOtl5v5P33r/Hnn095/DiLffu607ZtOZPbm/M4OztQpYoHR470pnp1iyu3bdtiyMtTfn6dnBxxcHCgTBk3GjQoS9++VZg0qQ7btr1BzZpu5Ofno9cX8fnnaitp9GgXcwRBoxHee0/RRXr3hu5dlQu/8ePh/Hl4/XUYN05d45w5sHsXdG4O61aqdrz3noEzJwxMGmvgE2uHkaZ2fvSRkJICXbvCh1Os7xcsXgwPQmHjCqhWYqsxP1/49FMdkZEqqt/hw+DpaZvn4BUfYt1W4uEXQoeGhzm9vzbffP0ZvXuPoE2ba6SkJFGmjHDqlKPZD7K1/PZbAV99lUdqqtCvnxNnz3pSpYptPj8/DXfuFBIc/JLoaD3ly8PVq2WpXduJa9fyGTAgmatXi6hSxZHNm/3p3NmVAQOS+OabdK5fL2DzZj/WrvWz6S+XL+fQt280ublGOnTwZNmyiua+kp6uY+LEaL77LhFHR/jss8qMHOlvEzX0xYsiXn/9ISkpWho2dOPUqdr4+pZu5rF16yveeCOO/HwjHTt68sUXtnuaZ85ksnnzc3r39mD16so258nO1nPpUiaVKzvxySe2UUGOHEnF39/IgAE+dOxYwu+YlRRzcytVst8qdXR0YPfurrRu7U9eXh7vvHMBEaFXr3KEhXVj/PgqdOpUltWrY6hZ8yS9e19h9+4ECgsNzJlTmYiIpgwZUpZq1RxZsSKBGjVuMGpUOJcuZeDsrGHr1mqsXFmZmjU1LF+eSNu2D4iJKWD9+qoMGeJDRoaB8eOfsmVLJXQ6PQkJWnr2fERRkaFUl4TLlpXDw0PH3r0ZrFxpOyx++mkArq4atm/P4MGDAruyM2Z48/hxEQcP5vLXX9mMG+eNv78j9+4V8euvmXh5OTBokAthYQV89tkLs91KhQpOzJzpQ7NmRhYutA0L2aaNGyKwfXsGzZq5MnSoE5mZ2dy+baGM9OihISIigwMH0s1p5cs78OhRLpcv5/L4sW0An8JCI2lpBl68sKccWG/X5+YKIirUfbGkpBhNbVZUjOfP1fgUGGh5p5480ZOebqRWLSfTfx0FBUL58g42Zfz8bCPlFktkpJ7wcJ05P0B0tIFnzwxUr67Oq9MJDx7oiI7W07Ch5b24dUtda9u2znZ1F9+HatVsaQLR0Yo3U6eOvZ1DYqJqa6VKlnPk5RmpWFFjpseUlGIKibVdEkBQkIYmTYS8PNsofV5eDnh5aSgshKwsdX8DAqBrVwM+Prb9rEIFoW1bA05O9pH+tFoj589n8+SJ4gsnJekJC3tJ2bLpaDQa8vKEy5e13L+vpVUr2zFwx45coqLSGTXKlp6yb5+Bm9e1DBuss4s2Wix37yoKSnYW9CklqrbRCN8vA69XMGWkJT09HZ6GQssgeG+UbZn9p+BlmvKzPSDYkn7wLMQ8hQp+MHe8bZlfjsNfVyAjF9aMs480aTDAnJ/h1H0oVwYif4BJpvbq9FBhJGRYMS8cHaBNPVj+rqJL5hXAl5ug+US4+gBcXeDTN+HmDlj3DdSryf8V0emMbNyYwIwZoQCsWdMSPz83DAYjBQUGdDrVR9q2rQY8xdfXGa1Wvcs3b75iyZL75kiO69a1+5eBZg4ffoanp5OVmz4DH3xwjQMHnuLt7cTs2U1NfrB1TJlylfj4XKpU8eDw4V7UqGHr9F1E/uFM/z3yn+FkbwT6A4sAP41G097q4yoihajAMV9qNJqpJsPIfaZz/PBvnmOeKUrkFI1G01Wj0fTXaDQ/o4D6v6zj558fs2hRKBoN/PBDB0aMCMJgMDJ9+k1++y2GjIwicyTHvDw9H3xwjZiYbCpWdOfw4V7Uru1j9oP95EkO+fl6Nm3qyP798XTrdozvvlNRD9zdHc2BZk6efM7EiVfQ6YyMGVOTOXOamo0cv/jiDuXLu7N2bTvGj1d+sJcsCWXnzie4uTmye3c3OnWqQF6ejgkTLnPxYjKBgW4sWtSyVIA9evQFQkPT+PjjhqxZ084OYJ89m8S4cZfQao2MHFmDr79ubgOw1XXlUlRksAPYc+bc5fTpJLy9VWSk1q0DzH4lb99O5dmzXI4e7WUDsBcsuM8nn9xk3LiL/7LjdurUDNDw9dfH8PFJoH59I8OHW3i/27fno9HkUaGCsHy5Slu3zsiNGypU+KpVKu3ECWHNGsURXLZMhYXdtk346y/B2xu+nutgF7hg2zbh1i09rVsb+e03C28uKcnIokU6RGD+fEuo62LR64XRo7Xs2KGnXz8dJ05YfAEXy84TwoTFIKJh+ru1KXz5Fe+//xnt2/ciIGAfDx96cvduAmfPaunc2fZ10+mEadOymTQpmytXCpk3z5lDh9zx9rZ9rkajsGBBGgsXZpCbK4wZ486hQwEEBjqwcmUaXbo8JTe3iF69XLlzpxLZ2TrGj0/gxIl8/P0dOHGiEpMnl7GZ0H/77RWDBz+mcmVnRo3yZfv2ILOh25Ur2TRvfp8dO17Rq5cvx483YuBAWw72kycFdOx4j/PnM2nd2oEzZ+pQrpz9DJeba+CDD+LYvPkVRiMsWFCR5cttQXRsbCFvvPGYrCwDbdq406GDrf3B8uWJnD+fRf36rnTpYhkwVR+M5d69bHr29LZ7H4olK0tLfHw2Q4dWpEGD0oG4n58rv/4aTHx8Drt3x7B0qbKf8PV1Ztu2Fixe3IDx46vh5ubAmTMv2bAhFj+/I3Tteonff49j6dIKLFtWgzFjAtFoNOzf/4oPP4ykfv3rrFz5lHHjfPnuuxrUrOlGaGgeffqEs2xZAjt2VGfatHL8+WdNPD2dOHq0Hi1behAbW8g778QQH28fDtHf34l169RqcN68JM6etfjzr1XLldmzy9GsmTNbtrww+/8vlqpVnVm2TEV4Wb36Jfn5Br79NpAKFRwpU0a9OB9/HEDNmi5ERBTy00+W4DzvvedDVFQBe/ZkcvWqxajqzTfL4uQET58W8PKljpo1ncnJMfLLLxYjqX79yuDsrOHSpTxSUhT40mg0BAerRc/167ZATUX6FOLjLaHoHR0hMFCDp6dlrDEajQQEaGwWvk5OBipXFvz8VH/IyzPg728B3VlZBtzdlb/wYuCdkaHHxUWoWVPlefXKQLVqGqpVK53jn5ys7muFCqq8iJCaqsBuUJBCTnFxejQaISjIES8va4CfR6dOOrp3t1+QpqTocHfX0KqVrQFvRkYuTZroqVPHtoxeb6RRIw1t2jhQvrylramphbx4kYWnpz3QBahTx0inTnr0etvjgYFGwsIyCA2159D27Cn4++ebo7SWK+fInTv53LxZSHq6pZ+VKWPk1q1MwsPtIysXj73F00V6ugJjfn6q7Q8f6jEaoXFjJ9zdLe9zXp5w/nyxsa2tvcihQ+rcQ4f+s0Hb2bPqmY8ZY+GXW8uFC8rmxscHuloCGLJrD1y5DOWcoHpl2zLHTyoQO6qv5bqKiuCzRVDwFL59F8pY9cu4BNh9BBDY+DEElYgiKgLTV8GaX6B3DTj1DdQznTMzFwbMUcHZABrVgOPLIeMQ3PoRpg2HY1ehwVhYth2y82D0axDzN6z+TBlYBo+EU5f/8Rb9h6LTCS9f6nnwoIBVqxKoXfsmU6c+oVOnWnz5ZSPeeCPIlM9IpUpe+Pur/uvj445GU4bLl1/x5EkuN2++MvmqfsnUqfX/ZSTHadOus2JFGBERWWzY0N7sB3vKlOs8f56Pt7cz+/b1MAPsUaPOcfx4ItWre3L4cC+CgmwBdmRkFoMGnfmv3YT/qvy7Km8gHkUHKe0TZMqjAb4CngMFwGWgxX/iHO2BX4FoIB9IRWnIR/8bZQXmS8eOG20oIh9/vNdMETlyRFFEnj9/JMHBilPdosU6uX37jpmD3bv3T+LmtkgaNfpeunXbJBqNras/jWa+2Y/077+fEy+vxdK06VobisiKFRZ/jxYOtsVNX3DwRjsOdrNma6VKlZWlUkQOHbJQRMaP3/GPFBEvr8XSvPm6UigioTJw4M//IUUE5kvz5uts3N68/vpv4uCwwI4ikp4eJTNn7heYL05OC2T79rN27Sm+z8XbQO+9t11ghbi6TpPy5a/I5s13zVvZaWmKGwoJsnu32mqNiNCJj0+KdO6cKydPqu3BlBSD1K2bIW3bFsmyZWq7KiZGJ23bpknlygWybZs9FSM21ije3oqu8dtvluN6vVG6dcsSR8c0effdIputNhHFNfv44yKBfClbNl8iIuzr3r/fIB266MS5k1EWKQqa5OZmy4ABY8THZ4M4ONyWqlXvSHDwMGnXrpUkJMSZyz5/rjfzH11ckuXnn0shgovIq1d66dv3uUCU+PrGyKpVWWI0GiUlRSdjxyp/1BAhn32m3L199lmiaDShJsrAc3n61Hb/NCdHL5MnPxG4IXBDvvjiqZlDXVCgl6+/jhV396sCV6Rdu/sSF6e2oK2pB9euZUjr1rcEzkubNnfk1St7X9kiIpcvZ0mtWvcEboi7+y3Zs8d+q/vy5TRp3/66aDSXZcCAcDvaQERErri6qvZcv27rnm7fvhcCp6RChYuSn2/vbrBYli4NE9gpXbqc+sc8xXLoUJxoNBulU6e98scfFl9dX399R/r3PyFr1jyUJUsi5PXXb4iDwwEB9Vm61OKD+/nzQlm6NF4qVrwocFrgtDg5nZEXLwolJ0cv778fLZ07PxC4ItWr35b9+1/Z0AZevdLKW289Frgi5cvflNu3S3fLN2tWgnTv/lDKlr0h9+9btuYLCw3SrFmIBAUdkqlT7YmWykYgXjSaG9K37yPR6QySk2Pbv48cyZQ2bR6Kp+ctiY620BC+/jpR4I4MGxZt40P9nXdUn5o9+6mEheUL3JX69R9IVpZlP/ytt+KlY8cIWbvWQqjdvj1NOnZ8KKNGWe6fiMiKFYni4nJT5s61EFrj4goFbkjVqiHmtCVLngvckDlzLPl69YoQuCGnTin60Lvvqrb99JOiTjx6VCBwV2rXtjgb7tz5scBdOXNGUWT27s0QCJURIyzUFGtp1ChSAgPDJSlJvV9FRQaBUPH0DDM/y+PHs0WjCZUBA+Jsyg4cqPyt792bYVdvt27nJSjopNy8aXmeRqNR3NxCBO5KVpZtP8/K0gvcFS+vezbpa9a8FAiV6dPtbRBERN5/X9kKbNjw0ib9/v0CgQipV8/evqHY//2OHRZaVrNm8QJRcvOmpY+EhSlaT/36cXZ1xMVppUePOBkwQN3Xo0dzpXXreJkwQfWJ7dtTpXz5UHnvPVsi84ULudKly3Pp2dO2vUlJOunVK02aNs0qlVpVLHXr5oizc5ZcvFj6ODF3rk4qVTLIN9/YprcKFsFd5I+9tum37ojgLdKmS5w8irRc57rfRKgh0qivLX3DaBTpNV6E2iIfLiy9jUt/EaG1iGuwyCVLF5enSSJdpylaSLlhIidu2ZZLThUZOUOkam8R1y4iLSaIXA+zHM/IEgnqrNpVs6uiW4aFi6zfIvL1fJHXXhNp0UKkUiWRXr2M4uSkqI3e3lopW1YrHh7RAlHmj5/fDYHzUr/+Tdm2zZb2d/XqK4Hd0qHDaRERyc/PFweHcQKLZe7cv8wUkf+Ig52eHiWXL98ST8/FZhxVGkXE23uxnD593YxXhg79xUwRKcnBzsiIluvX70hg4HJTnf8P0kVEJEhENP/wiTflERFZIiJVRMRdRDqLyL3/xDluiMgkEakjIh4iEiAiwSKy+98pr9HA2LE1zRSR6dNvsm5dBJ06BdposKdPv8G1ay+pWNGdLVs62miwT59+Qa9eFVm/vj0XLiSbV9zFMnt2E/z83MwUkdxcPd26VTBTRNavf8SqVQ+pXt3TRoM9a9Ydtm2Lwc3NkS++aGJDEbl4MZkXLwo4cKB7qRrs118/T4sWfowfX6tUDXYxRSQ3V0+HDoF2FJHBg89w5MhzRo6sbqfBnjnzNn/+qbZcVqxoTbt2lshIe/fG07t3RTuKyIIF9/njjzgqVfLgl186MWhQNbtnkZur4/XXz/PBB9fR642MGlWdli01GAzPqVcvihs3npGZqbRU9+9r0WqFrl1deP11N4xG4b33ssnKEurU0dOnjwYR4Z138oiKMuLhUcjMmYJOJ4wdm8WtWzq6dy9i3Djb+6LXC998k09OjjBypIbx4y3HFy8u5MIFPQEBGhYvdrLTfn/3XT5HjmQTFCT8/bcLDRrYvirHjxsZM8bA9UvComHC3Ekq/eVLZyIiZpCV1QxHx/MMG3aAAwcW0a1bMJ06debhw3scPVpEs2Zp7NhRSJ8+zly8WJZ33rGnMVy8mMebbyZx8qTSSO/ZU4HPPivDiRM5NGkSRUhIHhUqOHL4cBXeeMOTt9+O47vvUnFwgPnzy7N1ayWbbecTJzJp0SKMy5dzcHXVsHVrDVasqIazs4YzZ9Jp0uQOCxc+JTjYky++qMzly00ICrJo1ESEjRsT6Nr1LomJBbzxRgBnzzYjIMBWs/TyZSHvvRfC7NkRPHlSRNOmHty40YjXX7dow/PzDXz66SO6dLnJjRsZfPxxAL//XtembxcUGJgwIYQWLWDq1PK0b2/RSuTm6vn884e0aOHK8uW1cHcvXYuVkVHEli0xAHz1VeNS81jLoEFB/PRTZ65cSWDChJNcuvQcgH374jh2LIFPP73O3LlXKSrK5o03yvLWW+Xp0yeABg08zVvslSu7MmdOdZ4968Thw80YOrQc3bqVpUIFV7y8HNm0qTaLF1ejWTNPnj4tYvToxwwbFsmtW0p7GBDgzPr1NenVy4eUFB2vvRbBjh3Jdm1dsqQyPj4OZGTo6dXrIRERip7h6urAjh11cXbWcPRoOnv22IaKd3TUMHduBfz9nTh5MovFixNtNK0AAwb4ULu2K3l5RsaNe2KmFXzxRXmGDPHmr7/SWLYsyZx/8mTF9NuwIYXKlZ15910fIiOz+f57S54RI7y4ejWd779PNHuv6NHDk2vXMvn77zQyMizh5WvVckOrFW7ftmhDAwOVCjIlxRKV0s1Ntbuw0DYMvbVYPGlYtNZg0Z4CpKcXU0rU+1IcndJam2otL1/qeflSb979Kc7v6Ih57FXthLJlbe9tRIQa9xo2tNVWFxYaefZMi0ajvNgUS0qKjsJCwc/PsttQLHl56ro9PGzP4empoWFDJ9zsPVoC4O+v6klL09uk163rQps2zpQrp7e7p40buwJCeLhl16F3b0fq1MknLMzifK5aNSc6d3agQgUtRqPtBOrjo+HcuXQuXcoAID9fy507aeTmqjoTE3WkpOjx8bG971ev5nHpUhpNmthq3kNCtJw5k01AQH6p1CqA+HjlCcbdHYKD7SGPXi9s3FhAUlIur79uueaoKCEnTUfPzgaGDLQts/Fn9d29syViaX4+nPxb0TyWfm4bCv63A3DmmvKi9c2H9m3cdwQOHwEPV9i5EDq3UOkRTyB4HCTFqajHtzZC3zbqmIiirDQaBvtPQ3oW/PAx3N4K7Rtb8rw7G+LVMEbsMwhoCE06wUdfwNlLcOIE3LunogWnpiqaZmEh5ORAVpbSYjs6gr+/A7VrO/PJJ1X5669GhIe3Yfx4W3V8fr7qT8Xh1aOjH+Hrm0WNGp6sWBFGs2Z+jBwZVKoGOzo6myVLQmnX7gidOx8z01B7965o1mDPnXuXI0cS8PZ2Yt8+y477qFHnOHMmic6dy/+jBvvjj2/w8mUh3bqV2EL4b5b/kgu//1dl/fr2jB1bC4PByLRpyh2fu7sjs2c3NQPs118/z6lTiQQHB3L4cC8zB3vixMs8eZJD06ZlWbeuPc2b+zNjRiO7c4wYEcSxYwn8+GMkOp2Rjz5qwPz5FoA9b14Ir14V8tlnjc0Ae8aMW1y6pKggu3dbONjTpt0gLCyDwEA3Ewfb1+ZcFy8mM2bMBQoLjdSpU4bVq9uWCrA3bHiEVmvkvffqsWRJSyuAncfw4WeJjc2hWTM/Vq5sY8fBPnbsOfXr+7B/fw8zB3v8+Evcvp1K1aqerFzZxg5gr10bQXJyPsuXt/pHgP3GGxe4du0l166lkJJSSOvWlTh6dBBDhjTm0qUUdu58zoABpxERevRwIyqqAr/84odGo2HPnlwePtQSGOjAt9+ql+X33ws4dkyLr6+G7ds9cXTUsGpVDrdu6ala1YF167zt+I0LF2azY0cG/fvnsWmTo/n4yZMFHDuWRZky8PvvXja8SoB9+wqZOTOXJ08MrFihoXNn24nt/PkC3n9fi04HM2Y48MWnqt7ISC0DBkQSF1dEmzZeXL8+kMePb9Cx4wCqV69C167daNduHwMHZpKWJvTp48KOHb60b28LUrVaYc6cl3Tv/owbN/IZMsSDe/eq0amTO7NnJ9G/fzwvX+qpUMGJS5eqcvFiBu3bh7N/fxr9+3ty9WptvvmmvJl3GR9fyMiRUfTr95iYmCJq1nTl2rVGvP12INHR+bz7biS9eyuecMOGHnzzTXVWrAjC2dlyX9zc/Fm1KoupUx+j0wmvv16eHTsa4u1t2XstKtLz3XdR1Klzii1b4nn48CWLF1fm1q1GNG2qXCelphaxdGk07dpdZu3aOBwcNMydW4sVK+ra+L4WEd5++z63b2eSnJzPN99Y/FUDzJsXydOnBYDw5pv2rp6K65g06QbJyYV8/HE9evf+9wbXd99txEcfNUerNbBgwTViYjI4f74/P//cmYEDq+Li4khkZCZ//PGEnTsfcepUFKtXP8DL63f8/HbRrNnfTJp0hc8/v09iYhYzZlRi586GNufo0sWHu3eb8eOPNenb15e//06nXbsHvPFGJNHR+fj4OHH0aEPefrsc9eu7MH58JGPHRpCRYQEZjo4adu+ux2uv+ZKVpWfy5BiuX1dgp0kTTz79tClVqlRk4sQYrl2z9cBbtaorv/9ei7JlHTl8OI1Dh+z9327YEESVKi5kZupYuDABAE9PR6ZNU3z6hQsTuXtXgeB27bzo39+Hpk3dWbQogbfeUj7fV61KIjVVtXnQID9q1nQjLq6Iv/5S56tc2ZWePX3Qao38/ruFX96mjSfOzpCammcG5B4ejjRp4krduk5mUOzn50jdui6ABRxVr+5M06Yu6PWKRhAY6ES9es4Ue5HV64W6dZ1t3vuAAEcqVnQwU7Xc3KBxY2fK/DPNHxAziCwqMlKhggPlylnqzMsz4uenMQNaAINB8PUtok0bqF27JO+6AH//QMqXr4C7u6WehAQtXl4GWrWyDy+t1Rro0cOF1q1LciD0RERkkJqab1cGoEEDV9q1cyI11Zam4+7uQGFhPleuZHLnji3dIzjYGR+fbK5dsyzaypVzIDq6kJAQS94yZRyJjc3iwoUMYmOLbOrw8XHE0RFycoxotUYzMC5eCGVmGgAxL6iKpdi+oGlT21VDWJiikDRp8g9kbJQf8caNjXTv7lCqO8MrVwykpwv16jnQsKHlvu/fbyTqMVSuILhb6UAyM4XEOAPVKwsT36pIxYpq/Pn5Zzh6EGp5wCAr6mFaGvy4DhpVg7VzIbCEu76QMJgwA67fhmXvwEhT2dsPofNESHwJ5f3g9EoLxSQjC8Z8CgvWQlom9O4AD/+EycNtwf0ni+DACdvz5RqgUgV4cxS8OVrZGd26BU+fwrVroNU6kZfnRFaWEy9fOpGWVgudrjapqbWIjg5i3rxKDB1azg6LRETkk5kptGxZkerV1YsTHR1JzZpC06ZlqVXLmwoV3EsF2K9eFdKp01FWrXpoE169Rg0v9u7tYaKIXOOnn6Jo3tzfiiKiZdSoc9y6lYqvrwvr1rUrFWAPGXKGyMgsRo0KYteurnZ94L9V/qdU5v/dH0zeRYq9iAQHb7ShiCQkRJgpIiXd9NWs+Z1UqfKtdO36o1Ukx5vmSIrFnyZN1tq46Zs790+bUOlNmqz9R4qI8iJyyc5NX6tWP/yjF5EuXX78lxSRYjd9s2cfKNVNX4sW66RVqx/+kSJSmpu+unVXS/36ayQ01JYi8vnn+6VOndX/IUUkISFCRoz4VTw9F0ulSpb7XPx59OiqlC//gXh6LhMfn9elS5cO8u67b5m3m9LT9RIQ8FjKlo2UvXvVlumTJ1rx9IyXBg2ey549alvy3Lk8cXSMkm7dkuTiRXu6wrlzBaLRJIhGkyDnz1u2MmNitOLrq6LuLV+eaVfu0qVcadPmhZRmYa+OF4iHR7xUq5Ygn3xSZN4avn+/SMqVeyoNGjyTPn3Czdvker1eTpz4W1q3HirOzhdFo0mV5s3TZOXKXDtqhIjIjRu5MmRIvBRHVZw376VotUa5di1H6tR5KE2aRIiLS6isWJEix49nyJAhjwVuiIPDDfn886eSl2fZo8zK0smcOfHi63tdype/LZ6et2TlykTRag2SlFQoU6Y8FienCwLnpXfve7J0abwUFdnSBoxGo/z22zMJCDghfn7HpUaNS7Jrl+0WocFglF274qRmzYPStu1pgQPSr98ViYy00BxCQtLko49Cxc3tiMAhgUPy3nuhcvu2/TN49apARoy4JJUqHRMvr6MSFmbr6u/kyRfSrNkZcXQ8LHfvZtiVL5aVK8MFdoqv797/j733Dovyarf/P0PvvRcFQbGBoqKCgr33FmvUaIzGNGNPYotJNBpLNLZo7L1i7wVEQSxIURGQJr13GNrs3x+PDE7QJO855z3f8zvXua+LK3Hm6XvPftZee93rFvHx75ZcvC9qamrFjBlXhZraWtGmzV4hl9fLHtLTS0VQUIbYseOFmDMnRAwYcEWMGHFLaGntF7BXwF7Rvv0lAceUfzLZceHmFihGjw4TGzYkiJCQfFFZKbVVQUG1+PDDKKGmdlbALdG580MxdeozERNTKhQKhdi5M03o6QUKuCOaNg0R/v6ZKvKS8vIa8dlnrwTcE9ra98WRI9KSukKhEDNmxAm4J8zMHojo6IaWahs2pAq4JwwMgkVkZMP+HhxcLHR1gwXcE6dO1btIfPVVknBzCxM+Pk9EQYEkmYiMLBXq6veETCZJe/r3fybc3R+KWbPqZRl//JEuevQIFW3bBiitJC9ezBEtWtwRLi43ldUnFQqF6NjxroDz4tat+vN6ej4QcEMEBRUIIYQ4cSJLwB0xbFikcpuxY58JuCMOHZLkIV988VLADbF+vSRRCAwsEHBH+Pg8Ue7j5BQi4I6Ii5Oe0cmTOQLuieHDX7yzf7i7P1TZPienUsAdYWpabzOxcmWigDvi22/rLR2ysioF3BPm5g8aHPPUKemcQ4eqnvPcuXwBD8TAgS8b7JOWJhdwR9jY3Ff5/Pz5PAH3xMCB7/AyFULcuFEg4J7o0iWiwXezZiUIeCBWr1a1a8zLqxIymdTHKiqkdrp1q1DAA+HtHaWy7YAB0QIeiNOnG0rEhg17KTp0iBBJSRUiPLxMTJ2aKH79VfLM+/LLWAF3xMaNqjZPn3zySnTqFCnu3VP9Hf/wQ6bo2jVe7NjR0NqwLhYulNxmVq589zbr15eITp3yxMKFqr8Pb29JZnj+vOqYuGOHZMfao0f9mCCXC2HvIASyhmXvP/1Skpz0GtiwCmN2thCdBguBoxBT59Z/H/JQiBadhbD1E2LwZ0KUvaUmvBMihENXSXqi7yHEPv+Gx41+JYSxh2hY1fHN39m/V879y9GqVZhQV78n4J4YO1bqq6tXrxAzZnworl8PES9fRr5XIpKTEyPatt2sgrdghdi48bJ4/fq5MDNbpcQrb7uIdO68VXTo8Nt7JSIPHjxSSkS6d98h0tOj/+e6i/z/IeokIkeOJBAensepUz2VDPaECQFUVdUqkxxdXIxISytjyJCbJCSUYGamxd69UsXDyMh8hg+/haWlNsOGNeKXXzqgq6tGRUUNEyfeVTLYc+e2RiaTsXVrNEuWhPHqVRHbtnkrGexvv33MrVvpyiTHbt1sKS+v4auvQpVJjtu2eb9TIjJ+fAB372Yxd26rd0pEbt/OYMqUICWDvXChewOJSEJCCQoFnDzZQ4XB/uKLB8TGFimTHOtdRKQkx4qKWo4e7UajRvUM9sqV4axb94zcXDn79vn+pUTk9OlkPD3NOH9ees5vR06OBnZ2rdDSUufQoak0bdqEwMBg5ffLluWQm1tLmzY6jB6th0IhmD49j7IygYeHJh98oENubi2TJmVSWwt+flr4+akyPJmZNSxenImTk4wlSwzp3l1iP4qLa5k1K5vCQgVDhuiyYIHqtT17Jmfo0FTCwwtYtkybBQtUjevv369gwIAsyssFPXpos3695A4QEiKne/dMcnIUODpq4u/fHCMjiYlRV1enrKwXMTG7qa5uTePG6mzfbsiCBfoqbZqRUc3UqUl07hxDcHAR7dtrExTUmJUrLVm3LouuXWOJi6uktlZw+bIT4eHFDBgQw/XrRfTubciDB6345ZdG6OmpU12tYPfuDFxdw1i9OpXCwlomTrQgOtqDDz80Z/HiBCZOjGbHjvQ3z9eGPXua8803jdHSqk/kuns3jw8+eMzUqeHk5lbh4WHEjRvtGD/eRtmXTp9OpUOHK0yYcJ+EhFIMDODSJR8uX+6CnZ0OO3fG4eV1hXbtrhAZmYdcrmDgQCuuX+/Mjh3udOig2vdPnkymVatLnD79GmtrwaVLHWndur6doqOL+eCDYCIictmypQXt2pk06IcAp06lcOpUKpqaahw44E2TJobv3O59oa6uxi+/dMfJyQhrax0uXowD4Pr1RFq0+IMXLzKZMaM5Gzd25vLl/pw50xO5/EOyssby+PFgli515+efPZgyxYmOHc1wczMmJqaMU6cymTv3Jd7eD2jb9iFDhoRz+HAG2dn5KBRy1NVzefgwh337MmjRIoSJE5/x0Uc2hId3oFMnQ+zt1RgxIow+fR4RGSkxPrq66mzc6MysWTZUVgpmzoxj6dI4amsF27a5MHiwKVpa8OGH0bx6pcpszpljx8SJlpSWKpg9+xWZmarMo7e3IT/+KP3WJ0+O5cmTQgBWr3bAzEwQHFzMxInRKBQCd3d9FiywRwiYOTOaNWvsiY8vYMeO15w6JVXfmzjRiqSkEsLDi9m+PRmAfv3MqK1VEB9fzv79EmMuk8no00dK0Dx2rN7NxNNTasenT6V7r5MzvZ0gam8vjXWpqdK9NGki0ZDx8XUOM9J4kZ5e72hiYyN9VpeU2aiRdIzkZNXnUReGhhJdmJEhHaPOVaeoqEbJbtf9vt+WHObkqMpS3o6UFOlYjo6q41lBQQ2ammBt3TBjr47xbpjgqkWnTjpoar478dHdXRrboqLKUChUZSG9exvRrZs+z5+rVgw0M9OkdWtdbG01lSsm7dvr0by5grCwbJVr6NlTHz8/dZ4/L2hw7pycSh4/LiEhQU6bNnrs3evEV19JcqO6Aih17hR1ERSUR2hoXgPpzfPnEutuaPgnXedbkZQkPfMmTd7Ndp8/X0JoaDF+fvWfZWbWEhVVQOd4XIgQAAEAAElEQVTOpfTpo/ru3bdPOtdHH9Vfy9GjNTg1rqJvXwVDhtRv++y54Pfdktxi8zpVZxyFAiZNh5gnMKYv7Fglff/4KfQbDdExMNATzmwEPV3JeeT79bDoR0jNgM5tIeI8TBlef9zkNJg8D1r1g6I3uauaGtCxDfTzhQHdYOIw8PZ87+P6D0VKSiXPn5crVwrq+uWRIzKCgzvSpo0Z1ta6701y1NBQw89P1XFKTQ2CgrJwdj5Ffr702zh+vIdKkuODBznk5MjfKxEZMeI2Dg76dO9uw5Ej3dDV1aCysqFj0b8z/leB7O+/D+f48USlTZ+3t5VSIhIUlE1GRrkS+KWnlzNhQiDq6jI8POpt+iIi8hg27BaFhVXY2+szdaorL18WoaWlzqtXUq+1t9dTarD37YtlyRLJiWD1ai9lVcm5cx/y+++xqKnJVCQiEyYEcvNmOl5eFu+06QsKymTq1CAqKiSbvu++a/NOicj48QG0bWvGzJluDTTYn30WTH5+5Xtt+o4dSyQrq0IFYM+YcY/09HIcHfW5eLG+wwoh+PXX5/z66ws0NGT8+msnBg1SXboHCWDPmhVMSEgOdna6bNrUuQHALiur4eOP7/P0aS4zZtjTqpU1P/30Da9fpyKXy4mPryQurgwjIxmbN1sjk8k4fLiAiopKLCxk/PabOUJIJbmrqhR07arD0qWqrhfV1YKxY9N4+LACN7dali2TrqGqSsGoUcmEhhYwfLgWBw+qLnfFx1fSr99rCgsVDB5syLJlxiryk8DAUsaMSaRxY5g4UZ/duy1QU5Nx8WIxEycmoaMjGDFCj/PnrZX6yLIyBdOmpfDBB/E4OtYwapQmT58a0blz/WCfn1/D8uWp9O8fy/79+WhpyZg+3ZyAgEb4+EgvQldXqf3mz7di8mQjVqx4zdGjeejqqrFsmT2XLjXHy8sAIQQnTmTTsuUjfvklhZycKrp2NeLBAw/mzbNhw4YUnJ1D2bAhlYcPi5k40Ypnz7z444/mODjoKNv74sUsuna9T7duwURFlWBjo8Uffzhz4kRTXFz0iY8v5bvvntOo0VXGjn1ERoYce3tddu3qhL+/L+XlZXzwwXUGD77CzJkPefw4H1NTLbp2NePlyx5cutSJPn0slc9XLq/h4MEYOnU6zTffPCY7W063blacPOmLn5+F8lklJ5cyePBdioqqGTnSgU8+ebcf1eXL6UyY8ICHDwvYuLEDQ4a8owTcPwhjY23mzm3H9evx7N8vWXGePRtHUVElM2deZ/DgUyQmFiq3l8lkWFnp0r69BcOGObJoUQv27etEaGgfnj/vS3S0L7t3t2b6dAc6dTIhOrqMixdz+fzzl1y7Jmmua2sFQpTg66uDuroMuVyBhoYaTZvqce+eJ6NHW2NqqsmtW3m0a3efOXMiSE0tR1NTjW3bmvDrr864u6vz44+vGDLkDrGx6Rw/7kaXLvo8flxCt27hxMaWq1zzH3+4Mn68GRER+QwZEkFZmepL6Ouv7Zg61ZL27WsYPDiQuLgSdHXVOXy4BWZmGly+nMeiRc8RQrB8eSPGjTMhIyOd6dMfsmyZCwAzZkQSFpaHjo46GzdKMrzNm18SF1eEhoYay5c3QyYTHDkSR36+BJjHjbPDwUGT2NhMSkqkl2y3biZ06qRFZKT0vJyddfDy0kFTswC5XAJTbdvq0aWLGqmpkqzBw0Ofzp21SU2V5Ch2dtp07KiHkVGR8rje3oa0aQPh4dnK43bpooWWVp7SeuztaNRIG1tbdZKTpWepoaGGh4fuGymLdExzcw2aNdOi9q0yiULU0KpVNVZWDcG7TFZFjx5yHBxUwW1ubjHV1dkYGDS0ZNTXV6NvX32aNpWpVCZ1ddXh0aNsLl5s6DADEsgfNkyy9Hz+XHXi5etryN27RZw4kUtpqeq+I0eakpQk9VsAY2NNdHRkVFYqCA2td7lp1kyLu3dzuHlTNR8AoGlTadITF/cu5xxNLC3VKC5WfT51kiG1PyGWOpnJ+/TYAKamCtq2FUq72LdDoRA8eSK119tynICAakpLBUZGoKNTv9+rV9VACV26VDFypIzc3FxycnJYt66G+/drmTRRoXKN8+ZW0bxxJYvnKmjZQvXca9bD9ZuSvGPj96CtDc+fw9eLpArEo4fCjnWgqQnZuTBgIqxYD4+ewtoFEHRUKi0PUrn0b1dD6+5w94H0nD4ZB8lBUBULof5wdT9c3guHNoKVBf+lce5cAR06GODhoYevr7Fy8hsba87z5wZkZlb95f5r1kRy/342Mpnk9ATSJOTMmWRl248e3RhvbylnbPHiRzx8mIuDgx5nz/Z6r0QkI6MCU1MtDh/2Q1dX401V3/P/tTf/N/G/CmT/9ls0nTpZqiQ5Ll78SJnkeO5cb1xd632wIyMLsLDQVgLRyMh8Pv/8ARoaMnr1siU6upARI26ze3ccRUUSI6Cvr0Fk5DAlg/3114/w9rbk1187MWWKxGCvXBmuTHLcvLkz3bpJNn11SY5aWmps2dL5nQz22LEBODrqMW1a0/ckOaYqbfo8PMxYvbphkmNgYBadOlk2ANgrVjxVJjkeOtRNhcG+fj0dS0sdzp/v1YDB/vHHCDp2tGD37q4MHfp+BvvJk1w8Pc24cKFPA+ZQCMF33z0hNraY5s2NGTPGgbKyCrS1tXF0tOflyyg2bcrm2rUihg3Twd1dh4KCGubOTSU0NI/ffjPC0lKdbdty+f33HIyNKzl0yLqBxu6nnzK5e7ccOzsN9u2zQ0NDhkKh4OOPU7l5sxRdXTXWrzfH2Li+6ycmyunV6wVNmwr8/HQ5csROmdAkPfMSBgxIJCOjBh8fdfbts0BdXcbvv+cxbFgSiYlVjB+vxYkTlsoyxWFhZbRvH8fevZJX8rx5mpw8aYCJiXTe3NxqvvsuBSenp6xcmYa2tmDIEGOeP2/B6tX2GBjUs1ajR5uwaZMd/v5ZLF6cTFJSBcOHm/D8uTuLF9uhqSnj6tV8unePYOzYF7x6JWmVL15sweHDrhw8mIGLy0MuXcpFLlcwfLgFQUGeHDrUkhYtJI+p9PQKfv45mrZtrzFmzCOCgwswNdVk7Fh7YmN70quXAWVlku5y6tQnrFoVQ0aGHCcnXSZMcOKjj5y4cSMFW9sDjBlznZMn43n6NJs+fWw4eNCHtLQR/PRTG9zc6u35EhOLWbMmDEfHg0yefJuHD7NxcdFmy5YO3L7dGxeX+j706FEePj7XMTfXwM/PgoMHG/42AC5cSGX69IdUVyuYO7cZs2e7NtjmX4nw8Gx0dTWYOFHKJNq6tQ/Hjg3BykqPoqIq2rXbz4ULr/72OGpqMpo3N2DaNEf++MOdBw+8SU3typ49Lene3ZA6vTBIzGdQUBomJqWYmlaRkSGBKw0NNT77rDFxcX588UVjunQxYtOmeFxdrzNvXiR5eVV89ZUdq1a5YmurzcuXuXz88SMCAnLZt685fn7GpKdXMX36C549q7do09FR49dfXbCw0OLx42LGjo1UAlaQgPj27S5oataSmSmnV68AkpJKcXbW5fjxlgwerM26dRFMmHAfEKxe7YSBgQaPHxdw+HAsI0aY4uJSQ7duVzhxIpGhQ61ZtsyJtLRMeva8zKtXRYwda8+UKabcuZPE5MmBKBSC1q2NaN5cQWBgClu2vAAkABgamsChQzEUFlZiYaGFEJk8fvyakycTAWjVSov792M5cyYGhULQvr0hERGvOH8+jri4IvT01DE0zCUyMoXdu2MBcHeHiIgk9u59iRACS0tNiovTCQ1N4dKl1Abt2aaNBhkZOYSF1Ze319Ao4+XLbJ4/l1heAwNBbGwe8fH14FNPT53nz0tITm5ob5ecXEBiYjIyWZHK53Ugoy7J8+3Q0lInOrqQx48LSEqqB+EGBhq0amVIba0gLKy4wX4ymQxTUw0KC2u5cqVQ5TsrKy06dzakqkpw/boqE92nj0RqnD2bq0w+9fU1RUdHRmho/bZdukhep6GhRQ2YQ19fbTw9y4mISOfP4eQkyMlJ4eVL1UTfnj118PSsUU7A6qJFC3U6dpRRWfluxh4gPLyQ8PAC9N5RUTs1tZrOnaFHDzVsbOrH3IiIKkDQo4fqqoK/fxUPHlTRqFEN+voySktLuXevmOfPBba2MHZsvSD69u1arl9XkJoq+PpL1bHq8WO4fVMCwwf/kGxq09NhwAB4cg+mj4cjuyS7wYgI+HgG3AgES3O4dgQWzJS+EwJOngc3X1j9G5SWwfDeEHsLfl8Fjf5kO/jvCIVCsHlzFo8fy3Fx0ScoqIxqZXNIfeLtVaM/x88/R/Lzz1FEReWzb58vvr4Ny6UYGGiwdau3ksE+ejSRgQPt38tgr1gRpkxyPHjQDz09TQICMhg/PpD09HfnKfy74n8VyNbTU+fbb1WTHA8dSqB/f3uVJMf58x+SkCAlOR4+3A0zMx0iI/MZNuwWz54V0qePPevXe5GZ2XCmvWxZG9TU1Niy5YWSwR47tokSYEsM9kvatTNXYbAnTw6iuLjqrSTHd0tEKipq8fQ055dfvN7JYP/8cxRqajI++aQhgz1rVrAyyXH7du8GDPbWrS/p1s1GhcGeM+eBMslx/35fZYdVKBSsXBnOr7++QE1NxmeftfhLgB0SkoOamoxdu7q8B2CHceRIPD172rJrVxd0dOoHo86d27N48U/s2SO9sObPl35ky5enk5tbg5+fAWPHmvDiRQXz50svvJ9/tqNxY9UBcPfuLL7/PoFevWScPGmPtbUGQgjmzEkiMbEUfX01Ll1yokkTbeU+8fFyunePJjm5Crm8mosXHVVeZqdO5bJiRSoVFYKPPzZjxw5p1FqwIJm1azNRKGDZMivWr7dBQ0NGdbWClStf07VrJFBL69Y6PH7clGnTTJHJZOTnV7NkSTJ+flH8/HMaJSUK+vQxYv36Rpw/74Kra31ij0IhOHMmB2/vMFavfk18vJzmzXX5/XcXzpxphpOTNhcv5tO5cyQDBkSjpqaGra0Wv//ejAsX3AkOLsTV9SFbt6Yjlyvo18+Mp0/b4+/fGk9PQ+TyWk6cSGXs2GAcHS/wzTeRREYWMXCgOevWtSQ5uTfff++GoaEmNTUKEhJK2LcvHiMjGba2mjRrpkV8fCYbNkTy44+RnDiRjL6+Jh07WrFunTdRUWO5fr0XkyY5o6ur8aYv1nLhQhIDB17CxeUwO3dGk5srx9PTgj/+6I6/fz8++8xN2fdrahRs2RKNn98N0tMr0NZW49y5rsrs9bf72K+/vmT48LuYmKgzd24z1q1r2yAZ9l+Js2df8scf4dTUKHB1lUCDTCZj7NgWREV9hIWFLoWFlQwdepoZMy4RG9swefCvwt5eh48+slOuWPw5cnLk7NmTgJ3defz8brNhw3OiogowM9Nk8+aW7Nzpzgcf2FNZqWDDhleMG3efb78Np1UrfZ4+7UL79oaYmKgzaNBDFi2K5tSplkyaZElERD5+fqEEB9eDIisrLa5caYuZmSYFBYUMGRJIfn49m6ijo865c13x8TGnoEDOsGGXuXkzld69zZg9uzEGBhocO5ZM3763cHTUJSioJ25uhmhp1XL1aiTl5WVvEqIDWb06igULmtOhgyWpqWV0736J/Hw5y5e3xdRUm0uXUtiwQVo5WLSoDQDr10dRUlKFs7MhPXvaIpfXcuyYBKpnzmwOwPbt0QB4eprj6KhPeno5jx7lYGysxdix0qrHH3/EAPDFFxKb/uuvz6ipUTBunDOWljo8eZLHnTsSwJsyRWLh9+9vOIny8pL6Q2BgPcju1En67MEDqeCOu7s0Dr7tvGFmpvWmbcuVILUu6pbS/+zIoaOjhr29Burq717mbtZMmrhGR6uC6VGjLPH11eLGjdfv3G/gQFNAEBjYsN9OnmyOt7c6J0+qTjA6dzaiaVMdrKxqlNKhAQOMqa0t5ty5FOV25uZaTJpkjpNTFXfvqtatc3PT5enTfAIDG9aXa9OmDpznqnxeWlrB06d5hIfnq3xeUVHNw4dFpKQ0ZPnrok6CUlXV0IEmI6OGmzeLGjDnAQH56OsX4uWlOn6cPi1tN2pU/TvkzJlSPDxKmD9fpmTUhRDs2yeRHQsXamBuXn+cykqYOhVuXofFX8GAflJRpYEDISUFPD3htzcM9qVL0NUXLpyDif3h6XXo8yZv72Us9BwMcxdBXgF0agcPLsKv34Nzw8Xmf1ucPVtAXJycxo21lLUSzMw0qKyspLr6Jc2b65Ke/m7Z1bZt0axZI2GarVt9GDq0EWvXemFsrCrtGTq0EXJ5LWPH3lEy2D/91P69DPa1a+lMnuyqlIgEBGTw889RyOW1TJnynyNe/uX47xJ//7v/AJUkR1/f7e9NclRTWyGGD9+jUiq9XbvfBKwQAwb8oSyVvmjRKRURvky2QkRHR4offzwvfHy2CZlshfj113cnOfr7333jFf1CdOkiJVza268RDx68O8mxadMNwsJi9XuTHPfuvSk0Nb8XsELMn3/qnUmO5uarRd++u/6U5PhSxVfyz0mOurorRffuOxokOX711XHh47NNaGh8L/bvf3+SY8+eO0SLFhuFnd0a8eRJw8SD/PxY8emnxwSsEJqaK8WRI3dEQUGciIq6J6KipPbKyHgmhg8fLpycvhSTJ0tJP7GxZaJly4eibdtIER5eJqqqakWnTo+Fn1+kmD49sUHSRWBgodDUlPyUd+2SEvMUCoWYNy9BwD2hpXVfBASoJtA9flwsund/KtTVHwgfn2cqnr5CSElhMtk9oal5X6xYkSZqaxUiL69a9Okj+fA6Oz8Vu3fXJ/ZERpaK9u2fCpCSP777LlmUl0tJM4WF1WLVqtfCyChE+f2MGa9EcHDDhLzy8hqxb1+GcHOT/Ejhjhg0KFJs2ZKuTAwTQohr1/KVx7K0DBXr16eKp0+LxJQpz4S6+k3RtOl9IZPdFuPGPRdRUSXKZxISkis++eSJMDY+L+C08PO7IzQ1T4iRI++JixfTRGVljYiNLRL+/sli/vwnwtf3mmjWbLfo2fOIgEPKP5nskLC1PSa6dbss5s59KA4fjhfp6Q2T56qqasSNG8li1qzbwslpr9DS2iFgm9DS2iEmTbopHjzIaFBeOjm5WCxdGirs7PYLG5t9QkfniJgx44EyWfDtKCmpEl98EaK8ruXLI95ZCvtfidu3k4ST03bh7LxVrFsX8s5tFAqFWLv2gejT56iAHwX8KAYOPCouXowVNTUNfdXfF1u3xgpNzROiefNLYty4YLF69XOxfHmU6NPnjjA1PS1ksmPCweGsMqnS0fGEmDnzvrh8OUVUVFSLJ0/yxZgxIUJH56iAQ8LA4JhYvDhMPHkSLVatuic0NS8IOC/atQsQgYE5YtiwxwIuC13dq+LQIdXy3dHRxcLa+pSAQ8LF5ayIiFBNXCssrBSzZwcJ2CZgm1iwIFjI5dUiIiJfODqeEdu21Ze9z86uEF9+Wb+tru5Ooa9/QDx5kiuEkNrN1/eCWLgwVNlely69Fp07nxPJyfX9ddKkO2Lv3hhl3z93LlnMn/9QxMZKv+fS0ioxZsxNcfFifQn0zZufifXrI0VGhpTMFhqaJT75JEg8fSqdu7ZWIT744KY4fjxe2VabNj0Xy5aFiexsKVE6I6NMTJoUKG7dqvf1rouysmrh5HRZuLufFjExUkLdyZOponPnq2Lw4MtCCCHk8hrh5XVHuLv7i+TkYuX9DB9+VcA2ERSketyDB+PFkCGHxddfn1f5/LffIgVsE7NmBbyz/+zYESs8PE6K6dPvqHx+82aasr+8qz8WFVWLdu1uCzgtYmNLVL5LSSkXamqXhabmlQY++HPmhAk4Jj777LEQQoji4iqhqXlGyGSnRU6OXLndN988FXBIfPnlI5X95fIaoaNzUshkx5TtUxe1tQrRtOlZ0abNGfHyZYHy861bYwUcE+PGqSZ4btuWKuCOmDbt3QmqQgjxxRcJokuXCHHpUsMkzMuXiwREiL5965NTFQqFMDV9KeCFyMiofyfk5dUIN7dXwtc3RZSWSv3syZNXwsXloVBXTxHp6fVj07VrFQJShJdXligpUR2Lli5VCBCiWTMhysulex4xokx06yYXTZsqRM6bPN/Dh2uElrZCIBNiwkQhKirqnp8QazYIoWUuBIZCWDgJcfikVM79vzuKimpE06bPRO/eL8Xvv2eK+fNfCz+/l+Lo0Vzx7NlTYWg4XcBesWTJ7QbYYNGi0wJWiK5dt6n4YH/66VEhlVCvx157994SXl5bhJfXb6Jx41/ek+T4WFhbr1EmOaalSUmO/v53hY7OD0JD43vx9dcnRF5e7H9r4uP/c3D8X3Yjb9xF6grN1GWc1gHsZ8/CRZMm6wWsEB4em1QAtonJKmFk9JOYNOmAEmAfOXJb2NpKDaauLoFbH59t4scfzysbfseOa28B7IOic+etb1xEgkR+fqy4eDFIua2p6ar3uojUFZqZPftYA4D9+nU9SIcV7yg0U39f7ys04+29VRga/vQWwH4uvLy2CFghHB1/aQCw58w58ea+V4ijR++8F2B7e28VsEK4uKxv4CJSD7CPCm/vbUJTc6XKsd4G2dIzjBHz5n0qnJwcxdOnD5UOAdOnSwVB6jL1nZxCRFGRaoGVV6/KRPfuT4SBQbCYM0caLBUKhVi9OlHIZEFCQ+O+OH9edYA9fTpb6OpKjg2ffBIjiovrB8jKylrxzTfxSgC7enWKUCgUIiysWPTqFSXggbC0fCwCA6WXfHl5jfj223hhZHRXODo+FI0bPxK3bhUov/vll2RhZhYkunWTAHjv3lHi/n1VwC+EEHFxZWLevDhhahok2rSR3AsaNw4Wv/2WouIaUhe1tQrRt+8zsXZtijh6NEMMHRouDA1vCbgh1NVvismTn4noaOnlmZdXKX79NV60bHlbdOsWJOqKqLRvf0usWhUttm59JVasiBSdOl0QenoHheSQcV4JXJ2cdoru3Y+IMWMCxQ8/RIqzZ1+L+PhiUVNTK2prFaK8vFoUFMhFRkapePo0Sxw58lwsXhwgBg48KVq1OiBgs/Jv9OgrYu3aMJGTUy6yssrE5csJYsuWMPHJJ9dFz54nRKNGO0XTpgeU4KxZs8MiICD9ncD58uUk0bjxQWFjs0/Y258SR48mNtjmX43z5+OEtvY6AWvE11/feqcLzNsRE5MrPv74otDWXi08PXcJ+FE4Om4Wy5cHipSUhu38rvirSUFBQaU4e/a1+OijIGFtfVTAXmFre0zAXqGvf1CMGnVbHDz4Sly5kir69bsl4JBo3fqicHPbJxYuvCGuX88ULVveFl26BAg1tdNi4cJIMWVKhOjYMUDAITF8eIB4/bp+cpScXCo8PS8JOCSaNz8qJky4IR48yFR+X11dK77//pFQV98uDAx2isaNd4mVK0OUYPPPERqaKXr2PCd69Ton8vLkKt9VVFSr3HtqatE7J1L/E2PevCABm0WvXmeEQqEQxcWVwth4h4DN4tYtqZjK5Mk3BWwT06bdVu737bcPBGwTkybdVDleUFCacHJaL9q126J0XhFCiDNn4gVsE4MHX3rndURF5QrYJvT1d4qCgvrnW1urEE2anBKwR+zfH/POfadNeyzgtPj664YuIwMHPhJwSaxdq7pvRESBgGPC2Pi0KC+XQGifPndFq1aXxMGDccrtQkJyBBwSTZuebdC/Z84MEIaG28WBA9HizzFzZoCAbeKrr+qdWuLiikTPnpeFpeVBUVxcD/ofPSoUPj73RJs2756ASPcYLeCO2L69YWGeq1cLRLduz8THH9eD7IKCGtGkSYwwMYlWue4LF4oFvBBduyYqP/vtt2fCySlUDBuW8/Zhha9vloAU8fPPqr//qKgqYW+fLry8ysS9N3WiVq6UCygSJiZF4uVLqd03bqwWUC46dqwUy5crlO4hT54I4e4uRFtPITAQ4uPPhchrOHf4bwmFQiHGj08Q8ES0afNCyOW1YtCgOAFPxPnzBeLkyUPCze0TAXvFpEmXVLDB4sWn3wDp7xsUmlFXl4oKnjgRILy8tgg3t43CwWGt+CeFZjp23CJ69KgH2OfO1eOrKVMOKfHVfyfIlgkJoP7/PmQymUhNjeaDD+4oNdjnz9drsAcPvoGtrR6lpdXKJMeoqAKGDr1JYWEVAwY4KEul1xWasbPTZdQoJ7p2teb778Px8jLn4MF4KisVKhrsuXMfsn//K3R11Vi9ugPJyWX4+yeTlFSfwHLhQi+6dlX16Q0IyGDp0jCePStkyhRXpQ92SUk1V6+mcvbsa27cSKO6WmojHR010tPHqUhERo26hba25AH9tga7urqWsWMDuHMnE0NDDc6c6UmHDvVZuTKZjPT0ci5e7K2iwf711+f8+GMkamr8pQZ74cJHbwrS6P6FBjuM7dtfoqkp4+jR7vTqZaf8PjU1CyEE2dka6OioYWamjZWVLsePn2XJkj8oKvodTU014uI6YW6uiatrKBkZVdy+3YYePeprmxcUVOPt/YiYmHImT7Zl9+6WqKvDwoWvWLcuGV9fU+bMcWLkSMmctLZWsHp1MqtXJ1NeLpg61Ybff2+mdNVISKhg7NgXPH5cQvfuZnz8sQ0TJliyfXs6X3/9ClNTTdzdTdi924VGjbS5di2Pzz6LIz5ekhZ9911jFi50xMhIg4yMSry8npCWJunRevY0YdkyJ7p1M1Fef02NgosX8zh2LFulaIiXlyELFjgyfLiFil/12/uFhBRx8WIue/emk5MjieD69TOjUSNdFi1qTJMmuoSGFnL2bAabNiUqi0t4eBjSr585enrq7Nv3Wpm85e1tQkiItLRsb69H165W5OVVUlxciYVFCXJ5LYaGNoSGZlBVVatcfq0rJFEXzZrpExtbv9zbp08TXr+uYNQoV0aNcsHT05IpU65y+3YKaWnSb6RDB2seP65fPh4xoina2jrMnNmSbt3sGsg+wsLy2LIlir176yQCFhw61JuWLf9U9/5fjF27nvHbb0+Iisri00/bsmVLn/eWa/9z5OSUcfJkNOvXh5KQUIipqQ6VlTL692/CF1+0o1s3x/+UfAUkKcHTp3kEBmZy+HAiYWF1ftN6ZGZW4ONjhYeHGVlZ1Tx+LOmNMzIM+f33DkRGlrBx4yuEAE9PYz7/vDFfffWE0tIa9PU1+OorJ6ZMaUazZqaUl9ewc2cM8+YFKeULHTtaMnq0Mz17OtK2rQUPH2azd+9zdu2KACTf7rFjm+HpaUnr1ha0bm2Jvb2B8p5LS6sxMHi/n/GlS7EMHnwUS0s9Ro5swejRLene3QkNDTVKSiqJi8snPb2E5ORCiosrKSmpQkdHncLCSgwNtTA01MbSUg8NDTX09DTR19dCR0eDmhrxpr/WYmmph6OjEQ4Of2mA/Y8iJ6eCFi0OkZdXwZw5rVi7tjtr14axZMkDPDxMuX//AzIzK2jR4hi1tbWcPduXoUNdSUoqpkWLY9jbw5IlnZg6tQ0gjZndu//B69fFfPaZL/PndwQgIiKXKVNuUlVVwf374zE1bVhhpnfv8wQGZuDv34/Bg52Unx8+/Irt2yOJjy8gNPQDGjVSHafDwgro3DmA9u11OHOmG7a29dKl27ez+fLLEHJyKnj1ahSGhvVtN2LEXXJzS5g0qQkzZ7Zg376XfPTRHXr2tOfWraGA1FeHDbvMjRvJ3LkzAm/vej/7rVsj+fzzQIYPb4K//yCVa4qIyKVt25Po62vw+vWHmJlJ9+vre4F797LYuLEzc+ZIORLV1QqsrK5TWFjNy5c9VHI+6mL16mS+/TaRefMcWLdOVSpw9WoBAwa8oG9fE65dkyRE8fFyXF0jcHbWJiGhrXLbJUuy+emnPBYvNmf1aknSOGBACGlpNaxc6cnw4dK5g4PLWby4gNhYiIuzxdCw3rHJzy+He/eqmD1bn61bTbl1S87IkZWUlMi4dEmXAQM0Wb++mvnzpZyILVs0+ewzqQ//8gssWyajpgZcXWH3HvDzbXC7/zjS0+HRYxg6RNX15J9EVZVg3rxMjhzJobJSwZMnzXFz08HHJ4aQkDLu3WvGnTs/8+hRMeHhHbGz0+LKlXaApMG+fTuD8PB8tm3zflNoppZZs0I4fTpZWWimRQsTTp9OZO7cR4AkB75/f9B7JSJ1Guw6icidOxmMHx9A+/YWKnVG0tLKad26DUKI/9xg/A/jfxXIHjlyLzdupGFgoKmiwa6z6XN3N8Hfvxfm5pIGe/To2zRqZICVla4SYF+9msrkyUFKm746F5E6m762bc2YOtWVKVOaolAIVq+OYN265+joqDN9ejO2bo1ucG2ffdacH39sr/JZYGAm48YFoKWlxuTJrnz/vSdqajIUCkG7ducaJMZoa6uRmvoBGhqSlvltm74OHcw5cUKy6VMoBKGhOQwceAOQ9GgXL/ZpYNPn6KjHhQuqlRzrNNidO1vy6afN/1aD3bevHatXd3gnwF637hmrVkW+sVDzpX9/VYeHu3dfsWPHS9TUDN9YSMlISSljxYq2GBhkMW7cj0yd+hMbN0p+SFlZVVy6lMe0afUDdVWVgg8/jOTEiVzc3Q24d68DhobqLFwYy7p1KWhoyDh2rDWjRknWQOnplUyaFM2dO4X4+hozcKAZixY1QiaTKkru35/GV18lUlxcS+PG2hw71hJnZx2WLInnjz8kXeGsWXZs3OhCTEw5CxfGERZWQkWFDGdnXX7/vRk+PsYqz6FHj3CKimpZtcqZ/v3NlIAjPr6cAwcy+eOPTGVSSMeOhrRsqc/s2XZ4eTUEAdnZldy6lc+5c7lcu5ZHYWENfn4m3L1bSMuW+nz0kR2TJtlgYKDGsWPpbNuWxNOnxRgZaVBdrcDX15yZMxszZIg1mppq7NmTxPTpYRgba+Lra06PHhZ4ehri7m6KhYX0Ypsw4Q5Hj8bj5CRp6iws7Hn8OONPV1aDtrY62trq6Oio07u3HeXllXh4WOLhYUn79jY4ORmr7NGz50nu3EnBwEATT08runVzwNpaD1dXE1xcTGjc2AgtLdUiQAqF4MCBV2zfHsPDh7k0b25EWloBy5e356uvPN5rD/VPoqZGwdy5Qfz2WySmptosWODB4sWd/kOgWKEQBAQkc/58HFu3RihdHz74oAUDBjRh/Hg3tLUb2rH9R+L161LOnUshKiqfvXtfKSszNmqkj7W1HE1NDR4+VCcqqh/NmxsTHJzHRx894aOPGrN4sRtpaeV89dVjIiLyePVK0t+2bWvB2LFNWbSoPSkppWzf/pydO1/QsqUJ9+5JdnrGxlpMmODGli3duH37Nb//HsnZs/H4+tpw5069BtjHx46kpGI0NdXQ0lLHx8eeffsGAlBSUklKSgnp6aVkZJRx+XIsx45F/uX9uriYEh9foPx38+bmvHxZryn29nYgJKReR9y1a2PlNQP07OnE7dtJ2NkZ0LGjHWZmugghKCmpwsREh9TUYhQKqQ21tLRQV5ehra2Bs7MhRUUVGBhIYN7KSh9HR0PCw/MJCUnjypWXODkZExw8la++usvt2y8xNNTi2LERXL+ewe3bsdy7l8x333Vh+XJf/P1jGTXqFAAdOtji6+vIRx+1ISrqFcePP+fSpRxOnx7FsGFuAAwZcpqLF+Pp08eJK1dGo67+5yqS+Rgba2Fvrwoyq6pq6d//PHfupNK6tTn37o3C2FhbZZvZs++zfXs0AwY4cOlSP2WfF0LQpctlQkJyWLLEgx9+aKfc5/jxeMaNu4OTkwGxsR9QXl6Njc1+5PJa4uMn0qSJNH4tWHCPdeueMmtWa7Zv76HcPy2tFAeHvTRvbkxo6FiMjFSvafz4G6SkFNCunSWbN0v7nT2bxIgRN+nc2YLbtwcr8zwmT37KwYMpfP99U5Yt+5OFB3D9eh5r1qRgbq7BiROqVV8fPCjB2zuSjh0NCA2VJjuxsRW4uUXStKkOsbFtlNtOnpxEcHAZP/1kx9ixpmRkVOPjE4yWloynT7sqXaVGjUrlzJkSli61YOVKS+X+p06VMH58IWZm6sTE2FBeLmjTJgs9PRmff27CggW6bNlSyh9/lJGQYMD69drMmKFBWpqCceNKUSjUCA7W58svZaxaBfr6DW71H8fDhzB4OOTkwKXzMHDAP983OrqSCRPSCA+vpGVLLTZssKBfP2l8HzIkkdTUavbvd2Dduo9o2tSDZcus0ddX4/VrX9aujVJqsPfs6cKwYY3f5IzdJzNTTmRkHl980Yrw8Hxu3kxXsXI8caI7ffqoZnK+fFnE/PkPefo0n44dLVQA9oQJgcjlkkvbhg0dUVdXY9++OBYvfkxl5bL/A9n/ashkMgEr8PGxYvPmTkqAvWDBQ65eTad1axMlg12X5FhYWMXgwQ788UcXtLU1uHw5hTlzQjE21qJ/fwclwB4x4hYBAVIyzLsYbD8/a+bObU1lZS3jxgXw9iNVV5cRFzdKyTCDZNP3wQcBShH+25UchRD073+dhw9VEz8kq74OgASwFy9+zMWLKUr7waSkUk6dSuLcudekpdVnz65c6ckXX7SkuLiaRYsecexYIg4Oeg1Kpf/0UwTr1z9HQ0P2ty4idTZ9f8dgd+lixeeft2gAsKOiCpgx4zrFxTVYWJjg7m5KWVkNDx7kkJ8vZ+tWH0pLU1i+/BtOn95Dnz6qTEfdeaZPD+P06TTat7dm37422NtrM2vWU4KD88nI0GDv3pYMGyYxDv7+qcyZ85rXr6uwstLk0KEWykz5R48K+eqrZ4SEFODlZYWDgz67djXj9OlMFi2KQUtLDV1dPdaudaFdOz02bXrN1q3pCCFVN1u3rhlTp9q+k3HOza3CzEwTNTUZGRlyTpzI5siRTB4+LKZTJxNCQ0txc9Nl5kw7Jk+2xtxcS+Uenz4t5uLFbC5dyuHRoyL8/MwJDJQSnJo102PSJBv69zenQwcjnj4t4o8/XnPihJS1n5dXjbm5JtOnN2LmzMY0aaI6KuflVRIXV4q2tiAurpjMzHISEkqoqRHU1CioqVEgkykoKJDj4FCLpaUOLi4ONG1qSuPGhmhrq6OlpY6GhqzBS//vIjw8Gz09TVxdTf4xUyyEoEOHi4SF5WFiosXUqa58801rrKzenTj4TyM6uoAVKx5x4oTU1jt29OCjj1r+/Y7/IDIySvn993BOnYrh5ctiamsFtrb6LF/emcmTWyKX11BWVv1fwqwWFVVx/Xo6Fy9K9o3h4UlvrkGHtm1NaNpUnyFDHOnRwwYbG1XP2qdPc/j113DOnk2guLgKHx9b7t8frfy+oqKGO3dSOX06njt3UklMLGbatJbs3l1f2i4jo5T791MJDEzl2bMcoqJyadXKXFmaHsDSUgcHByMSEoooKpImbm5uZsTE5CNVbXx3gpSaGrRoYYmbmznW1gYYGWljaKiFgYEWNTUKSkqqKCmpREdHg7i4fCIi8qiuVtC7dyPi4grR0lJHS0sNdXU1AgKSKSqqRF1d6rd1Fn1t2lgREfF2kp4Wda4v2trqVFZW8XZlybowMdGmsLASXV0NevZsjBAyHj9Op7BQzurVPWjRwoKdO8M4ezYOb287Bg925dWrfJ4+zSY3t5zUVGk1p107aywsaiktrebly0oWLuyEm5sFdnYGVFTUMnbsBRYv7sRXX3X4lyZ/BQVyfHxOYWysxYULQ7C01FX5Pi2tDHf3MxQUVLJ6dXsWL643UQ4JycbH5xJeXkb8/rsfnp4SaKytVdCq1WliYorYvt2HWbNa8umngTx7lkOHDhZs3NgdgKioXDw8juDpaU5Q0Bj09evHtwkTLnD0aDQ7dvRl5sy2Ktf09Gk2Xl6HUSgEwcHj6NzZjtpaBR9/HMi+fS9ZsKAta9d6v7nGPCZNCqGkpIb4+EEqjDtIY7CVVTCamjLy8rqoODclJ8uZPPk5ZWW1PH4srRzExVUwcmQMZmbqBAa6K7ft3PkloaHl3L/fDB8fA86cKWTlymiaNdPmxAlpApKUVIWLSzzq6pCc7IqtrXQtJSW1NGsWj7a2GqtX2/DBB/r07ZvL7duV9OmjzdWrFhw/XsHEifkIAX/8Ycb06XrcuFHFxIll5OQI7OxkHDxoTM+e/zm/Cv+zMHEyVLxZgPzyc9i0sf57ISRP7rq/0lIF4eFVBAVVcvduJTk5lURHl+LsrMmhQ6qJ202bvuTVqypiYtyYPLkLS5Z8zcyZ0irSuHEG7N0bS0VFLb//7qMslT5rVjCnTydjYKDOggXuLF8e3uCaP/mkGWvWeKl89jaDPW6cMxs2dFQC7A0bnnP/fhaTJ9fjq3374vj664dv9l7xfyD7Xw2ZTCZsbde8k8EeMaIR69d3VALslSvDuXUr450SkepqBXPmtOTDD104dy6FrVujycuTBv7Vq9sza1ZzqqtradToBHK54q1CM5KLSI8eV4iNrc/y7tXLllOneir/HRiYyaRJgbi5GdO6tek7S6WfOZPExx/fVwHrV670oXNnKxUGe/Toxqxd60V0dBGDBt1o8Ez697fn6NHuKgz2gAEOrF7dvgGDfeVKKllZcjZt6vSXAFsmk5GYWMLFi+8G2MuWPWXLluj3MthRUQV89VUoT5/m0a+fPfv3+6KtLTGWhw+/YsmSMFq3NsPERIekpCyePw/nwYPP6dixi8pxVq16yXffvUBXV53AQF/atDFh8uTHHD+eio6OGufOedO3rzW5uZV88UUYx469xtfXBh0dEw4caI6NjTYREQX88UciW7ZITJe1tTabNrXigw/smDXrOTt3Stny/fpZ8Pnnjhw4kMzp02m0a2dKRISC2bMdWLLEGQuLhuWOAdLSKrh3L5+gIOlPV1eT0FBpAqSvr86nnzoweLAlfn71ntzV1Qru3i3E3z+bc+dycHXVISBAmnBpa6sxdqwtHTqYMGCABa6uesTElHHuXA63bmVx/Xo9QJgyxYFevSwYM8ZO6eQihCAxsZSgoCzu3s2itLSKkyfjlf1MS0utQQZ++/bGPHlSb6fVvbs9AQFpmJnp4OFhjp+fHW3amNOnT2MMDd/9HAB+++0Rmzc/wsREB1NTHZydTdDT08bV1RQXF4m9dnY2Vq7U1MXevVFYWurSp48T2toaXLiQQm6unLFjnRs4jPyrkZcnZ8WKMLZvl/prp07GrFrljY/Pu8u0/2dCLq/m+PFY1q9/QlRULl26WJOTU051dTnp6SVcuzaJbt2c/svOV1ur4MGDXC5cSOPixTQsLDQJDJRWINTUZAwdak+zZka0b29Bhw4WODsbIpPJqKys5fr112hpqdGvX2MUCkF2djkZGWV4etZbayUnF1NTI3BxMaa8vJro6DyePcslI6OYkJBU4uIKiI8vwMBAs4Htmp2dKenppejoaODoaEinTrYoFAITE222bQtR2bZbt8Z8+mkHPD1t2b49jHXrev3lhC4g4DXTpl0hMVGqbZCcPBMbGwMSE4v48ss77N7dFwsLXWJj83j5Mo/MzFI0NdUxNNRCX1+T9PQyTpyI4/79dCoqamne3FjJlBsYSI4JdblMPXo0JiennIyMUrKzpd+1pqaakn0zM9NR3ruXlzWPHknjjKurGa9eSS4Z5uZ65OVJK1m2tvpkZEgrmN7etoSESOOPj48DwcHSRKVrV0eeP8/BwkIPZ2cT9PW1sLU1wM7OEDs7QywtDbCw0MPcXBczMx1MTXVRU5ORmlqKubmOkv39c5w8mcCOHVHcvZvIkiWdWLass3JM+vnnJ3zzTTB2dvo8eDAGR0dp3Pf3T2TTpqc8e5ZHZOR48vPleHgcQF1djRcvptC0qSTdmjz5EgcPPmfVKj+++aaz8pxHjrxg4sSLeHhYEh4+tcHE4Ztvgvj550f4+Nhy7dooDAy0CA3NwsfHH4Dg4BF06mSNEAIfn1s8eJDHypWtWbq0VYP769z5CaGhJZw505IRI+r7sUIhMDYOoLS0luxsPywttcjOrsLaOhhTUw3y87sqt23S5BmJiVXEx7eiSRNtPv00kR07svn5Z0cWLZKkkGvXZnD5cjFNmxqwa1c961onNenUSYfgYCe2bMnj5MkKYmLUiIy0wcJCjfbts4mMrObnn41YtMiIzZuL8fevICBAg969NTl82AArq/8YwFYo4NYt+GE1BAWpfidTA01daZvaWujcAULq68Ph3rqGqPD6d0Dnzpp06CD46SdLjIxUx+vGjaN5/bqaxMTmdOhgw/37l/j++1SOHk0A5LRqZcKcOS0ZPdpZaSu8bdtLDAwkiYirqyE9e17l9WvVlfxHj4bg6lpPRLx8WciMGfd59qywgUSkjsGeP78V33zTRgmwT55MIjg4m59+asd33w39P5D9r4ZMJhOPHz95A7DLGDcukKioApVCM28z2DNmNOPHH9spAfamTS94+DCXUaMa8+pVMRERBSrHd3TU4+jR7vj7J/Pbb9FKMHL2bC8lwJ437yHnzr1GQ0NGaWkNQsBvv3Vm0iTJCqpOIiKX1zJ1qivr1zcE2Nevp7Fx43MePMjBwkKb3NxKbG11efZsBJmZFQwdepP4+BKVQjPp6eX4+V1WTgbqj9UPNzcjxo8PJDg4+50Mdp1ERENDxr59vu8tNPM2g33xYm+cnVWZtzoGOygoi5SUUnbs8HknwB427CYKhWDQIEc2bOioBNh1sWnTC3JzKykuriY4OJNXr0ro2TORW7f2KbfZvTuGffsSuX+/nDNnOtOnjyUffxzInTvllJfDxYs++Pqac+TIKxYufE56eiV6euqsXu3BJ584c/VqBps2xRIQkIWurjqWluaMH+/At9+6YmQkMQ8PHxYyfPgTBg82JT4+m4CAchQKSX4zaVIjli1rgZOTNIMvL68hKqqY6Ohinj4tIiqqmGfPinFxMeTBg3rPWz8/c0xM9JgwwYYhQyzR01NHoRBERhYTEJBHQEAupaWCW7dK3trHhBYtdBg0yJKePc3R15dektu3p7Jp02tiYqSXe48exoSH5/Hhhw58/HEj3N2l9snMrODWrSxu3syisLCSs2cTlMeWdLwluLgY0by5MW5uxpib66Cvr4GGhhoaGjJqa2vJySknO7uc7OwK1NVlXLmSTEGB1Nc6drTi4cM0tLTU6d7dgbFj3Rg6tAkWFqrs8uLFt1mzph5AubmZExOjajnWvr017dvbMGFCC3x9HamtVWBjs5X8fDlGRloMG+bK7Nnt6NTJ9j+lbY6PL2L79iiCg3MICclDTU3GjBlu/PhjB6VM5t8VQgjOn3/F4sWBvHyZA0gAy9hYm5CQ6bRoYfnXB/gPRnx8MZcvp3HhQgoBAZl07WrBnTv1PsVt2xpTUlKBlpYa2trqmJpqkZJSREpKCZWVtW8K43yFhoYaOTnl3LmTwu3bKZSUyDl69IVyoubqasyrV/WrcDY2+rRubUWjRka4uprStKkZzs6mNGpkhIWFrko7JiYW0rr1NsrLqzE21mb79kGMH+9OSEgqQ4eeJDe3nDVrerJwofc77/HMmTh+/z2c69cTcXe3ZPv2PnTp4sDlywlMmnSFgoJKpk5txd69/RrsW1FRw3ffhXLkSBxlZSWUllbTqZMNo0c3pV07Kxo3NsLRsaGEqS7k8hpSU4tJSyshJaWY16+LyckpJyurjNzcctzcTElNLcbe3hBHRyPMzfUwNdXB2FgbIyMdNDWl4xYXV5KcXERRkZxnz7JISyvBwECLhw/TKCiQ4+pqxuPHUrs5O5uoFEMCkMk0lG2hr69JVVUtdnbSOZs1M8PS0pAmTYxxdjbBxcWYxo2NlZOW7dsj+Pzz2ygUgnHj3Dh8eCBqatLEq2/fs9y9m0779hb4+w/C0dEIhUIwcOB5rl17Tb9+jbhyZSgff3ydPXueM3iwM+fPD0cmk3HrVjK9ex/HxESb+PhPMDOTmPTKyhpcXHZiZaXD/PkdmTBBVcohl9fw8cfX8fd/Ra9ejfD3H4q6uhqLFoVw6lQCFhY6nD8/AGtrPQIDs+nTJ4BOnUw5cMAbZ2dV2cyuXSns3BmPo6MOZ850Vvmua9dH3L9fyPnzbRkyxBIhBPr6QVRUKCgq6qqs3tuixUMSEiqIj++Eg4MOPj7PCQkp5ebN5vTqZYwQAlfXCBISKrl1qzk9e0oSitTUSqZNS+b27RqCgpwwM1Ojbds45HLBpUvODBwoTVpycmo5dqyCTz/VY/78AjZtkt4Dq1ebs2CBgUrthn8SRUVw5w6cOgMnTvGWd/U7QgN4c3ifjvAgRCqSo64Ovl0VFOXn4Ourja+vNl27amFu3vB3kJhYxaBBSaSkVHH9ujH9+7ciKekJCQll/PZbLAYG0LatmZLB/vTTEE6dSsLPz5pvv21Dp06WFBVVMXSoVMOkLlq3NiUoaKDy33UMtoaGjI4dLdm2zRtdXQ0CAzOYNu0++fmVKgqBtxnsjRs7MnVqU0xNm/4fyP5XQyaTiYKCOCWDraUlw9hYm6NHuykB9siRt8nLq3wng61QKFi0yIPcXDk7d8Y2OL6zswGJiaqVuPr3t+Po0R7KSo6BgZl07WrF+vUdefGikICATFavbv+mA2SyYcMz7t7NaiARqYvr19P48MO71NQoWLDAnZkz3Vi5Mpw+fSS2cOjQm1hZ6VBRUdug0Mz48QHcvFmvlbW31+P+/UGMGXOH6moFxcXVnDnTUwVg//xzJIcOJZCdXfGXEpH58x9x+nTSG4/vv0tyVOPQIT/69lXVTtUB7IKCqgYM9vsiKCiDoUPvoKUVTkHBAfT0DDh6NJ6JE+8gBOzb14OhQx0YPPgywcGZeHlZsW1bD3R0BJ9/fo/AwHS6d2+EELp8/bUrgYHpHD0aj76+HvHx5RgaajBtmgvz5rXA0VGf0tJqIiJyCQvLJTg4l9OnU5SsVN++TrRubcbkyQ5kZVXw9Gk+0dFyQkMLiY2Vytd7eZnw6FGh8vr79bMG1Ona1ZR27YxxdNQhO1taanv+XALiWlrq3L5dP6B4ehojl2syYoQlw4db0r690TvlFD/+mMDSpQmYmmowaJAFH3xgRbdupsTFlfLoUQGPHhVQVFTF6dP1+lg3N0Nycorw87PGz8+arl2t8fAw+Zf1wUII0tPLiIzM5enTbE6diiU8PBshoFs3e0JD05g8uRVffdWeli2l0mJFRXKyssooKJBTWCinoKCSpKRi4uMLiY8vJDOzlOjoeg9cNzczFi3qTGpqMWfOSMf38LAkMrIAb29bli7tTP/+Tv8YbJeUVHH9ejJ79kRz5UoyQoCbmwlNmliyZk1H3N3N/v4g/4Uhl9fg7r6DV6/q9cTm5npERMzE3v4/Lx35qygpqebBgyyCgrJ48iSXx49z8PAw5ubNJOU2Tk4GJCVJ/dLMTAdbW31GjnTl9esS9u9/odzOxcWIpKQC3NzMaNXKHHd3S5o3N6NpU1NcXEz5449I2rWzplu3hmPL23H06AtmzbpOcXE5Xl5WnD49BkdHY+7fT2HMmDNkZJTSr18TTpwYiaGhFp9/fpvRo5vSo4d03MePM/HzO0FFRQ1z53ry889+aGqqc+VKMt98c5eIiByGDGnCgQP9MTFRnUg9e5bHmDHXefmyEHV1GV9/3YpPPmmtZGL/M5GeXoaNjd5fSqKEEFRW1qKj8/e/w9paSb6Vm1tObm45GRklZGSUkp5eQn5+OSkpZeTlVZCfL0dDQ/ZGhiNFs2bmKqus7drZEB1dSOvW5rRpY4mvrz1FRVV89919FizowNKl9WA0P1/OuHFXiIvLo6Cgkq1bezJhQnMyMsrw8DiKoaE6ffrY8913nfn66wCuXo3no4/c2bKlNzKZjN69j1NaKsfcXJuzZ8coJxWnT0czevQZDA21ePRoGm5u5ir3GxtbgLf3UfLz5cyZ48nGjT2Qy2sYOvQKN26k0rGjFXfuDEVPT5OvvnrM5s0xdO5swd27fVTke+npFTg5XaW2VvDqVT+cneulcxs3JrJ+fSLjxtmybp2k6R42LIKsLDmbNzenY0cJLLu4PCAhQU5cXEdcXHTp3/8ZL1/KefSoDVZWWjx6VErHjs+xsdEkNdVTCYpnz45n+/ZMJk+2Ys8eV3r3TiAgoIypU03Zu1eV1KqqUrB4cSa//lqJhoaMPXssmDSpYTLn+6KiAi5ehKNH4fJl8PCQKkSClNxoagJGxlBSDHlvWY7fvgFdu0iyLJmsYWXNfxLffJPNzz/nAbXs3p3Lli1fcvv2GV6+rMTCQmBkpIWWlho1NQq++iqUI0cSMDDQ4NSpnspS6ZMmBZCXV/Wm/6qRmlrO0qVtmDtXmoDFxBQydOitdyY5TpgQSJMmBnh7W7F2rdebatsJfPbZAxQKwU8/tWP2bKl9/w9k/wdCJpOJ588jlBIRDw9T/P17qhSaadbMCEtLHfbskQD2jRtpTJx4VyXJMT+/ki5dLpGVVb/EaWSkSXGx6jTQ2FiTV69GU1Wl4NNPgzl/PuUvC83UMdhvL2G8HXfuZDBuXABVVYp3Fpqpk4i0aWPGmTM9laVHa2oUzJkTSkhINpmZFWhqqlFUVM3kya48eJBNbGwxDg5SkqOTUz3A/v77cDZteoGDgx6rVrVnyJC/1mD36mXL2rVe7wTYP/4YwcGD8RQWVr1XIjJ69C0cHPSxtNRl/35fcnIktsvBwfov23XVqqdcvryHpUvHU1vbkY8+CqaqSsGPP7Zn0qQmfPJJANevp9OokQHXrw9GXV2NFi2OUVOjwMJCh7VrvQkOzlEWoQAYM6YJXbrY8dFHLkrmetCgS1y58lrJAnXr5sDdu3n06mXLpEku9O5tS6dOl1T07q1a2fD8eTnq6jJatjSkQwcjrl9PQ1tbDU1NNdTUQENDRlxcKXK5pPv09rYmJKT+Rde5sxnp6TX06GFO9+4WdO9uhpPT32e0PH1azO3budTW1vD8eTGRkUWYmGgqpSUgsZOxsQX4+VnSu7c1PXta06bNP9dAvx1JSUkAODk5qXy+evVDVqwIYc4cT9zczLh2LYETJ14qv//663Z8/HEbWrb8e4Y2KiqHo0ejOXo0GjMzHcLC8ujZ05G9e/tRVVXLiRMxbNgQRl6e9NscO7YZgwc788EHzZUM46xZdygvr6ZRI0NsbPTIzi4jKCiV+/fT0dfXpKREoKGhxrhxTfnsMw+8vP66//274vXrIpydNzUoPAIwY0Y7Nm8e8I9A11/F221WB+TKyiQNuPRXQ3m59G89PXXs7AyoqqqlsrIWmUyamERF5XDsWKwyedDUVJuKihq6dLGnZ09Hund3oG1bS7ZujeDatWSuXRuJuroa1dW1fPbZDXbtisTcXJdXr2Y0ALd1sWdPFDNmXEWhEIwc2Yxdu/phZqbL8+e5eHsfwtZWD19fO7ZvH4CmpjpHj75kwoTLmJpqk5w8g+pqBf37n+bRoyw++qgVu3f3RSaTkZxcgofHCRQKBZ991pxVq7o26Pvh4fl8+mko0dHp2NrqceBAL7y8Glac+6tISCihcWP9BjKWiooaPD39sbHR5fjxnlhbvzt34MKFJGbPvsu6dT506qShbLO/iuzscj79NIDffvPDzu79IKyiopq0tBJSUyUw/upVEQkJhSQmFqGnp8WVK8nKbbt1cyAwMBVjY2169HCgf38n2ra1pG1bK7S1NcjLq2Dq1GtcvCithq1b58e8eR14+DCTESPOkJ5eip+fA7NnezJ58mWqqmr54ot2bNrUi9zcclq23ElubjljxrTgyJHhaGioIYRg3Dh/TpyIplu3RgQEfNjgHgIDU+jT5zTt21vh6+vAmjW+ZGVV0LnzGZKTS5g2rSXbt3eltLSGtm0vk5JSzuLFLVm92lPlOJMnP+bgwWTmz3fhl1/aKj+/dy8fX99QGjfWJTGxGzKZjClTIjlwII0NG5rz9dfOALRv/4j4+Apu3mxLq1b66Oldx9W1hOvXvXB2dmbt2iTOnMmhRw8LVq+W9klOltO0aRg1NYJnzzy5c6eAjRtTsbc35ty5ppiY1BNNlZUKxoxJ5MKFInr0MGbZMju6d1fVz78vIiKq2bWrgqgoBXfvmgASWO7RAwYNhl49oXVriZmui/R0CH0IZWUwYfx/DFi/HTNnvmbnzjR0dGrp3fs1CQn30NMbxOPHCi5ebEyXLnpKDfaLF4Xk5VVy4ICfEmDXSVqbNjXkxIke6OpqcOlSCuPHN0FXV4OXL4sYPz4AHR11bGx03wLY6UyYcLeBQqCOwe7c2ZLBgx357LMWCCEIDs5m8OCu/20g+78mxf1/SEybdo/Kytr3SkTMzXXYvbuLksGeMiWIjh0tadfOXJnkeO7caxWADfDRR03ZseMllZX1etWRI52oqlIwcWIgcXHFtG5twu7dXRsA7KCgTCZODFQmOb4LYEtgPxAvL0tatzZtALDnzg0lPb1cRSIC9ZUcz5xJxtFRD3//Xqipyfjhh3AOHJCqlJmZaTWQiGzY8JxNmySJyE8/vR9gT5t2TykReR/ArmOwmzQxYPPmTu+ViBQUVOHlZfkmyfSvGey345tv2lJcbM2uXWncunWZrl0d6N69Cd7eZrRvfwCZDHr1asTevb1wdJTucdSoJlhY6PDDD5IOX1NTnXPnkhk3rgmTJrni5WXZgAE1NtZCXV2N1q3NaNfOgr59HTl82BZ7+3rAKwTo62vQtq0Znp5mdO5sQ4sWxrRsaYSOjjrh4fns3RunctymTaXKivr6GlhZ6dCqlREtW5rSqpURrVoZ0bq1EXZ2/2wg/eGHV4SEFBIeXkxGRiWdO+vz4EE9qPbxMaNZMwO8vEzx8jKlY0dT2rUzUT5vIQQVFbVUV9diYKD5LycrvisyMkqpqqpl7drHtGljydmzQ/n++y5s3vyEmzeT2LgxlM2bHzJ7dnuWL/fF3FwCGv7+sZib6+LtbadktdzdLXF3t+Snn3w5cSKGL764w+3bKbRte5Br10bz7bed+fLLdmzfHsHOnVFcvhzH8eMvWLAggBkzPBgzpjn+/vFkZ9dbChoayigpqUJNTUaLFmZ8/LHHGznLP3vm/64IDU19J8AG2LUrjNOno/noo7YMHeqGl5cdurrvt74DqW1zc8uJicnn9etinj0rICsrhczMcpKSNIiJqVCW5wZo185CpST4tGnN2b27B4mJhQQGpnDqVByBgamoqYGenia6uhoMHerChAnN6dXLUZnAlpRUxIAB/ty9K4HwGzeS6dWrEUuW3GfXrkh0dDTYtq2PEmAnJxdjba2nnEDs3/+c6dNv0KaNJbNmtWHmTKlKZ25uOUOGnKakpIr+/Z3ZuXMQamoySkurmDs3AIC1a/0wNNRi9uy7JCTIGTbMlR07JOZUoRBMmXKb4uIqhg935rvvOhEVVUCbNvUrFqmp5QwaFEB6egXjx7uye3eX92qWAe7cyaJVK2OsrOonC4WFVXTrdhNHRz3Onu2m8t033zwiJqYINTUZRkbvzleoqVGwaNEDUlPLyMwsB1RXMTIyKrC1Ve2rcnkNw4dfIiQkEyEEZ840TAyv227btigSE4vZsqX7O7fJz68gKiqXiIgc4uIKSUiQJEJnz8aTmVnCgwfpaGqq0batFf37OzNsmDOenpYcPBjNpEkSK9ixow2nTw9n5Eh/7t5NZcgQV/z9hzNixFkcHCStv6WlPleujKVXryP4+8fw6FE63t4OyGQy/vhjEJqa6qxa9e5r7NbNkUuXRjBwoD8PHmSSlVXOH3/04fLlgSxa9JC9e+PIzJRz6lQvDh/uwoIFYezYEUeLFsZMntzkrfZoRnh4Fr/++oJp05xp0UJ6V/v4mGJrq01xcSX37+fRtasFvXqZc+BAGrdu5SlBtp2dICysiIyMcuzspPY0NFRXvkuuXs0jNLSIRYsaK8+5bVsy3t5aODtL1Ve//TaB4uJafvmliQrAlssVTJggAWwzM3XWrbOlXbu/HqPkcgVnzpSxeXM1oaH1JGCPHrUMHqzO2LFSufb3hZ0djBj+l6f4l+LChYdAIXK5xKZDO2SyDMCKU6eK6NRJ560kRw1On66vPL1o0SMePZIqOZ440UNp0zdtWjNANcmxf3979uzpqmSw589/hLGxFuPG2TcA2ABDhjgye7YEsJcsCWPbtpfvvP5/V/yvYrJhBd2727BnT1clwF6w4BHPnxfi52fzziTHzz5rzsqVnqipqbF1azQrVjzFw8OMkSMbc+JEIklJpYwc2Zh9+1RL6x4/3p3t218SEJCJlZUO5871onlzE5Vt6hhsDw9TWrQwoXt3G169KmH+/Hrt2Y0baUyadJeqKgUff9yUNWs6oPZmSvk2gz10qCO//tpJBWAvXRrGjh0xGBioM3t2C548kfxz62y8oD5hEuoZ7F27YnBxMWL+/NZ/meSYnS1HU1ONw4e7vRNgr1oVybp1z/4yyXHlyqfcvJnRQCKSmip5Iv8Vk11UVMmuXbEcOxZGfLwpamoy1q71RV1dwfz5gdTWCvr3d+bIkSEq3rEKhVCZyBQXV5KVVUFZWTWFhZVKJwBdXQ0sLHSxsNBBoRCYmuq8cwIghEChEGRlybGx0X0vE1xeXsPz50Vv3DakPwMDDSwsdJRa6v9MdOwYzKNHksbb0FCdESMs0dRU4Oioi6WlFnp66lRW1pKYWEZGhpzMTDkZGRVUVlaRmSmntLQGhULQvbsFgYEZGBtrYWamTY8e1qipCbp0saZrVxuaNDFsMAl5H5MNcOfOaz755CZWVvq8eFHE9evD8PKyJjOzhO+/v8fOnU9RKARDhjRj7NiWjB/fAien30lJKcHQUIvevRszb15HfHxU/bCzs8uZMeM66enlREYWcP36cLp1k94aly+/Ii2tlM2bw3j2LJfmzc14+bIIAwNtnJ1NsLTUQyaDzp2taNnSnAEDnN/pL/z/Kqqqajl4UPKXNjeXEtWkxOEA8vLKefYsBy0tNWprBUJIyXK2tgbo6mqio6OBjo46+flyysqqUFdX49mzfPLzpcmFs7MpiYlynJwkr92kJA1AF01NNQwMNNHX16BdO0sSE4uRySRPfR0dNXJzS0hJKcHZ2YjEREnK1LdvY6ZMaUm/fk4NEluDg9NZsSKYW7dSsLLSY/fuPgwc2IQvv7zHb79F0rWrGevW+dGpk5QUplAIOnY8QV6enPPnB1Fbq8Db+yhyeS27dvXh44/rnRzmzQvizp0E1NTg7t0J6OlJk4xlyx5y9mw8TZroc+bMEOLiCmnV6jhCQFTUB7RsKYFof/8ktm9/QUxMHo8fj2bPnlcsXvxEaUVXXa1g2rQHHDqUiK+vJTdu9PrLyX9WlpzmzS8jk8kIC+urXG2aOjWE/fsT6NjRnPv3+yodW8LCCvnqq/s8eJDJgwfDaN/e4p3HPX8+mUmTbmBhoUN09HgyMqRkRycnJ7Kz5Tg5naV7d2vOnvVTrtasWvWY774LwdHRgIcPP8DGpuHK15EjMSxeHExKiiRxjI6eSPPmfy2JqqlREBSUzsOHWVy5kkRmZhnp6aWUlMiBGjw9rXn6VBq3NTTUGDWqGTo6GkqrTmtrPU6ciOH776UVg4SEQpo0MVE5R0hIKtnZZUprwn8lrl5NZPToi1RU1BAY+AFdu9oTFpZL375XyMurpFs3G/z9+3DkSBKff/4YDQ0Zly71oG/f+kTmmTND2bnzFb162XDjRk/lePPrrzEsWPCEoUMdOH3aj7Q0OZMmPaG0tIKbN/0wNtbiyy+f8dtviaxZ04LRo22ZNu0JlpZF/PKLO/b2jTA2DqCiQqFMoMzLq8LR8Q4VFQqePevKnj1pbNiQweDBFpw/31ol2X3UqJckJ1dRWKjOhQsueHi83zEpLa2G7dsL+f33YnJza2ne3IiMDBkffqjDjBm6eHj89YT83xVubteJjX2t8pmnpyGxsXq0aydo3LiYmzfTKS2tVpGIjBlzm4cPc+nf357Vq99dKn3JkifcupXx3iTH2bOb88MP7ZQAe8+eOF69KmbJkjZKgL10aRhbt758k5z832fh97+KyfbwMFUB2HUM9ocfurBunZcSYG/bFk1Nzbt9sAEmT3ZhypSmzJjRjK+/lpIZmzc35tNPm/PjjxEYGGiwZ08s6enlWFnpcP58b9zcVBnsgIAMxo+XOkAdwP744/vU1go6drTAz8+G69fT2LTpBTU1ghkzmrFmTb0109Gj8cye/QCANm3MGgDsmTODOX/+Nd7elgwa5Ki89rdj+vSmSoCtUCiYPDmIS5dS0dCQMX9+q39k03f8eO/3MtiHDsXTsqUJS5e2+UsG++OPpSTTv2OwnzzJRQjo0EF6IeXnV3HsWDzx8WBkVMv69X05cCCCsLBMGjUyYty4lvzwQ1cVRjY9vYSIiBwePcoiMjKXyMgcNDTUiI4uUTmXvb0+aWn1Gcx9+zqQmlpM69bmuLtb0L69Ne3aWWNtrUdcXBHu7sdxcjKkSRMjmjSRkrhsbfVwdNTH0dEAW1td9PQ08PJS1RT+06hbzi8urqGoqIqiomqKiqrIy6smK0tOdnYlpqYK/Pz0KSqSNM3Hj7+iUydzdu+unwC6uRkSE6N6r5aWGkq5k46OOpWVCoSQWLjCwiqsrbUJCclk166YN8/CHg8PM+bMaa3C5L8vevRoxNOnk5gw4RqFhdn06uXPlStD6dJFWuL/9NN2LF0ayNWryVy4kMixY9EMGNCEoKBUoqPzuH49iRs3UmnXzoqtW3vRurXU/lZWevj7D+WzzwJ5/DiPYcMuEhQ0iqCgFD777AbTprkTFjaFoKBU7t1L4/ffo0hPLyMqKltZ3ObWrSTU1GR4eVljaKhOo0ZGNGpkhLOzMc7ORrRqZalMxAK4fDkeJydjXF1N35vkBtLvKSennMTEIhISCsjJKSchoZCCAjlC1BIamkqzZuZcvx4PQO/ezjx7loO1tQEjRzanRQtLPvywTYNzBARMBeDRozRu307kwIFIYmJyqa1VEBhYv7Tv6GhESookOzI31yU/vxpDQy3c3Mxp0cKcyZMtsbWtwtZWnzZtmpGdXcbDh+k8f55DUFA2N2/GUV4ugfCWLc15+lTShpuYaDNyZFM8PCwZOrTJeyUeFy7E88EHF9+s0LVk3bpuWFjosm/fS377LQpNTXXWru1Op071BbgOH47hyZNs7Oz0cXY24ssv7+PgYISfn70KwA4NzWTDhnC0tdUICxunBNjFxVX89lsUhYVVbN/eHTU1GQcPvkJPT4OxY12VAFuSsEURFpbH1q2d0NPTYN26ZwD4+kqT+t27Ezh+PJUePWw4ebLr345N8+eHU1hYTf/+NjRuLAGgkJB8YmJK0NFRZ/9+bxVLxOXLY7l3r5ZFi7zeC7ABVq+OQ6EwZunSNg2uYfPml1RU1Co9xkGStyxbFkP79vbs2ePXAGALIfjyy1ASEvJISSnF3d2cNWt8cHN7v748KiqXtWsjuHRJSmj29rYkJKQ+v2fo0GbMmeNOREQ2bm6mhIVlERdXoPxvXXh725GYWMSjR5m0aWNJ+/bW5OVV0LSpqbIfeXs7NDj/P43+/Z25fXs00dH5dO0qTbbbtbPg7t3B9O59BYUCfHzOc/ZsHxYsaMEvv0Tz00/haGkJuneXJnqrVrXl1KnXFBdXsGXLC774QnIiGTu2EYsXh3HmTArPnxfSqpUJMlkVjx/nsX9/El9+2QwPD0OcnbVITCxAU9OWwMAU2rWTZICammrEx3chLKwES0tpMrpjx2sqKhQMHGhJZqacDRviaN/ehM2bXZTv+dpawdSpcVy4UICZmQa3b7d6L8COjZWzenUmsbGC4GDpt+vpqc28eXqMGGGAnt5/C2Z8b3Tp0prY2FTetrmcO7cRmzal8PBhJvfvF+LiYsC+fV3fAOwqxoy5w8OHEoP9PoA9bNhNcnLkfPihC2vWdFBKRFasCFdKRN4G2HUM9rp1HZg+3U3JYIeF5aGlpcbevb5MnPjf91z+VzHZCQnP3gDsPGbODOHly6L32vR9950H8+ZJs8ktW6K5ciWF4OCcd/pg6+ioc/RoN7p3tyU3V860afcICsqiSRNDjhzxw83NROVaAgMzWbHiKXFxxYwe7USfPrZMn36fykoFX3/diqVL23DjRjoffigx2IsWubNokTtxccWcO/eakyeTiIur1+0mJIx+C2DXMnNmCGfOSJWRTp3qiZubMX36XFPZByA4eBCNGhlw7VoqX34ZSlmZ9MPcv9/3vQB7xoz7vHhRSE2N4h8lOe7f78uAAaoD57NnBYwYcYvc3Mr3Jjn+mcl+8iSXESNuA3DjRj/lpKWqqpb27TcxYkQr/vijlIqKGmxs9Nm/fyh9+0pLgSEhqaxfH0poaBqpqSW0b2/LkyeFynPp6Wlgbm6Iqak2JibSn0wGublycnMryM2VY2+vS2RkvQVet26OBAZm4uYm2ctdvlzv9QugpaWtYnfXvr0F0dGFGBlpYmSkhYeHKcnJZW9Kq4KurjolJRVUVkqVEquqanF2NiEiooDKSgWVlbV06WLD/fv1biRWVtpkZ9eqnLdVKyOeP69v5969rUlKKsPGRgcbGx0aN9bD1FQbW1vp37a2upiba2FkpImBgYYSCNTWKigsrKKgoIrU1FIeP87l/v0s7t3LwtnZgEePctHUVGPiRBe+/bYtmprSy/SvtKLV1bV8+OENTp58Rf/+jfj5Zx/c3S2U/Wbv3ii+/lpawp8ypTVLl/qgoSHj+PGXrFsXRk6O5F6yc2cfPvqo1VsvIgVjx17lxo0UevZ0YOzYJkybdoWKihpGjmzKwYOD0NPTQghBSkoJISEZJCcXc+dOCjExBSQlFdGunRVPntS7abi4mBAfL1XYtLbWZ8KEVrRsacHMmZL7jYaGGt26OVJerkBLSyq0Y26uw8uXBWRnl5ObW0FlZX0itLGxttL32dfXgaCgJDp1kpJAAZX/t7TUIyennDZtrMnOLqNdO1vCwzPp39+V2lrB6NEtGDSomfLYlZU1JCYWkJ5eilxeg1xe88afXKpsaGSkjY2NAdbW+iorAaGhz7hzJ5Gff45RXhuAgYERpaXVmJvr4OJiQt++jbGzM6BrVztatbL4W83+zZuvGT/+Irm5cmbMcGfbtl5oaKiRnFzCzJmBPHiQxS+/eDNjRr3XeE2NgsmTb71xAOlBo0bG9Ox5GQsLbeLixqiA+R49zhAQkMY337Rn1Sof5ec7d0Yza1YAXbvacvfucNLTy2nU6CS6umpERg5TOh7dvZtJt25XsbTUITl5NOfPp7FmTSSamjIePBhERUUtrq6XyMiQc/KkD6NHN3RUejuePi1i8eIonjzJITS0Dy4ukiytf/8HXLuWzbJlrnz/ff29hocX4el5Fz09dZKSemFpqf3O48bGluDmdhkDAw0yM4ehr6+hXDGysnJg2LC73LyZwf37ffHxkXIaRo++y+nTKXz9dXM2bFAtcCaEYMGCx6xf/xwdHRlr17Zl9mz398rCCgoq+eqrEO7cSSczU7JkdHMzYcAAB5o1M8HAQBMDA6l/9eqlOsaXlFQSGZlDVFQOkZHSX2FhJc+f10uQvL3tCAmRfnMWFrr07OlAcbEcY2PJVcXR0YjKypo3vy8N7O0N0dPToHFjYxo1MsbcXLfBitr7IiWllEGDrhEVVYChoSb793cjPLyAlSufoK2tzsmTPRkyRJJxXLuWSv/+V1FXl3HtWn969ZIA++efP+LGjXRat9bn5MlenD2bxqhR92ne3JAXLwYQH19M06YnMTPTJiFhLCYmJ3F1lXP9ek+cnZ1Vrqe6WkHLlv7Y2BiyZEkb5sx5wcuXpfz0U3O+/bapsr3mzn3BmTOl5OcruH27NV5equ9bgJiYCr7/PpPjxwtQKMDdXZcWLUz48ksTfHx0/tNVZP+r4ptvCjhwIIL0dIn0sbAQvHzZnbS0StaujaZlSz3atzdTYbA1NNR4/bqUCxd6NwDYMTFFDB367kqOEyYEoqEhY/r0Zixb1hY1NRkHDrxi1apIsrIqlEmOb0tENDXVOHLEj9697f9bEx//VzHZ9Qz2bXR11Rk71pnNmzspKznOnv1AmeT4NsBeulRigXfs8Gbs2CYoFIL58x8SEZHfwAf7+++fEhSUhZWVDkePdvvLJMcvv2yBp6c5U6bco107c3x9rVmypA23bqXz6adSAt+MGc1YtMidzz9/wJEjCQ3u6dKl3ioM9iefBJOVJVcC7I4dJdubP8sRGjXS5+efI7lxQ/J7rYuePW3+lsFu3dqEfft83wmwlywJ4+HDnL+UiAwbdpOmTY3o0MGCffv+3kWkDmCXlFQzfHgjlfNqaanTq1c+EE2jRq3p0MGWzZv7qrCPJSVVnD4t6awMDbWwszOgZ09XPDws8PCQ3A7+ipUE3nj95hMVlcuzZ7lkZVWgp5dLTEwhMTGFeHvbEBKSSePGRri4GGNsrIdCIWWtp6aWvTmGlEiWmSnpKB89qi+TbmysRVGRqvenlZWBSkKtpqYa5ubaGBtrYmysiZWVDgYG2lhb62BlpY2VlQ729hJotrHRxdpa+y/LVP9VqKurYW6ug7m5Dq6uRnTvbsf8+VIbh4Rks2nTM06dSmLfvjji48vo2VNTaUX5vtDUVOfw4b4YGWmya9cLXrwo4NGjD5RWbdOmedCnjxOffnqD/fujefgwmwcPxrNwYSdmzGjDd9/d5+jRlyxZEkpycinff99Zea2HDvVlwIDznD2bgImJNrdvj2Po0NOkp5czYsQFzp0bho6OhpKpBpg6tRUxMfl4edmQlFREYmIRr18Xc+tWMhYWOjx6pEF0dC5ZWWXcv5/Kxo0P0dXVQV9fi7w8ScP8NqPXtq0F4eH1IKJlSwt0dTVQKASvXxczYEAT+vZtQuvWltjaDqBRI2Olc0tlpWTxtnnzQ+TyasLCMjEw0CIiIgu5vIa0tBIuX44jI6OUrKxSLl+OY8uWgchkUsXB5s0tad78n9n7lZdX88sv9zlyJIiqKgWamoY0bmxM166O+Po60ratDc2amfHkSTq9ejn/Sy/pmJgCRoy4jJWVHtOnu7N6dVfl/vPnB3PtWgpjx7qoAGyAK1fSOHo0DXd3Wz78sDlDh14H4IsvWqkA7NDQHHJyBD4+dixaVA8ipeq68djb27B4sfT5H3/EUlsr6NfPQcVS9NChdDp3tmPwYBt0dTXYuTOBp0/L2bVLynW5eDEDHR112rc3ZdSov2dWN25M4vr1Er74opkSYD97Vsy1azno6Wnw1VeqpbqPHMnC29uMTp1M3guwAS5ezMTJSZ8ePawajN+XLmVz82YZPXs2VgLsuLhSYmJK0NZWY8GChsWS/P1T2LDhOZqaapw61eOddqx1cfduBhMm3CEtrRwdHXUWLmzH5MlNVRjvu3cz+fHHSJ49KyAhYZRKIq6hoTZdujjQpUv98ystreLy5WQ0NQXh4dlkZ5dTVlZNXFwBubkVpKYWK/2+AXx87AkOrq/G2b17IwIC6uUGAwa4vCnO5sKAAS40bWr23r7q6GhAcPBQpk27y8mTibx+XcqyZW3Izi5jx46XjBp1i7i4MTRubEi/fg4sXOjB2rWRTJhwm4sX++HlZcWPP3pw7twrzpzJ4ZdfIpk3z50lS1oyebLkYuTqakzLlia8eFFISEgWI0faUFz8muzsCv6EsTl79jWvXpWgpaXOy5c5GBvX4Oqqx7x5EjEkhGDevBf8+msCjo66XLrUoQHAzsmpYtmyJC5dyiMrSxt1dRnTp5uxeLENTZq8v1/9v4rXr2tIT3cAEgAFHh56qKvLaNRIhy1bPBFCIJPJVCQikilDQ4Bdx2C7uhrRooWJEmAHBmYqJSJTprgqAXYdg+3goMfPP3dg5kyJwV67Noo9e+KUhGDv3n8hUv83xf8qkB0Rkcfw4bcpLKzC29tBCbDrGGxXV0OmTnVl+XIpuWbPnliWLZMA9qZNnZQAu47BNjLS5MSJ7vj62iht+u7ezaRXL1tWrWr/DoCdwddfP1R2AE9Pc6VEpGtXCWDXMdhNmhgwdmwTfvqpHTKZjMzMigb307GjBT4+EtNbJxHx93+NgYE6Z8/2pn17C4qLq5k4MRAhBLa2uujqapCQUEJubiXnz6eoHM/KSkelME5dlJZWM3fuQ6VEZP9+v3cC7G+/fcKOHTHo6qpx5Eg3eve2U9nmbYmIqak2+/b9/TLskye5jB59Gzc3Ixwc9Nm5s0uDyokLFnyGr+9Qbt26i6enu8p3hYVyvv/+Dh984Mb06Z707t3kP+Seoaen+canuV4jvmdPLWFhOdy9m05sbAEREbkkJxeTnFyMj48tjx7l0amTFdOnu9KlizVNm5qgo6NOaWkNFRW1ykpyMpkMmUxyGtHSUlNWn9PSUkNHR0NZkvw/ct3/1SGTyfDxscbHx5r4+GI2bIhi27ZYUlIqCQnJYeNGM1q2NHnv/urqamza1I2nT3N5/DibTz65zYkTA5QMuqOjEUeODMbb+xgvXuTx8cfXOX58MKamOmzb1osePRoxbtw1Vq58RLNmpkycKGk3dXQ02L69O56ex9i3L5pRo1y4eXMcvXufIicni1GjLnDmzBAlqK2qqmX06AuEhGSwaVN3Pv20Dc2bmxMensWsWdextdXnu++8mTbNnezsci5dekVhoZzY2HwcHPTo2dONhQs7UVmp4NKleFatekB4eCZWVvosWeLD1KmtlBrlQYOO8fRpFleuJGBvb4qfnxOtWqk6VGhpqXPnThI7djzG3d2K8PBZlJdXU1Qkp7KyFg0NGVlZZVy9+oo1a+5z5cormjUz56uvVD19/y5ycspYvfoeGzc+wMkJund3Yu7c/ri7Wyufy/794UyZcoaYmDxu3PiQ3r2b/PVB30R5eTWjR1+htLSawYOdVAB2cHAmp04lvJFm+DTYd/duyRZ10iRXsrLkZGQo8Pa24dNPVctg79//iufPS5g7t5VK+e8bNzJJSirDyUmf/v0dEEIQFVWCk5MBs2bV63vl8lqOHUulpKSGgwebUFBQRWBgDurqMkaOlEDnb78lkJhYybJlrf92gpGZWcmxYxmoqaFMgAM4eTITHx/JmtPMrF6rXlhYzW+/pSKXKzh0yPNdhwSk8XTr1jSSktSYONG5wffHjkngc8iQ+jF2587XPHtWyxdftGyQDJmSUs7EiWE0b27F0qXN/xJg+/un8tNPz8jLq6RzZyv27VNdjY2LK2X16nD27pUYSQMDDcLD85XSw7dDLq/l6NE4Tp9O4NatVKqrFWRnT2XEiPqVGGmFqZibN5NxcjKnfXsrdHXV3+RMOBITk0NCQhFRURIp4epqSk5OOXl55Tx8mMHVqwnMmXODYcNa4OxsxvDhLnTpYq8iz5GuU5Pjx3vy4YevGTy4ETKZjG3bumBmpo2trR6NG9e/01at6kBWVjkREdn07Hmew4d7MXSoMzt2dGHw4Ot8++0jXFz0+eEH1ffN1KnNOHfuFevWPURfX4tXrwoIDk6nUyfVSY+/fyIAEyY48913jykrq+HatQFoa6u/sc+NZuPGBDQ1Zfz+uzt+fvXPv6pKwa5daXz7bRLFxbWoq8PChXZ8+qktjo7vL/j1/zqysmqQIKW0wmtoqCo1qwPY8+ZJZdD/DmBnZ8tp2dKEw4f9lAz2hx8G0rq1Ca1a1RfyO3w4XikR+fTT5kqAXcdge3qasWBBawYMcFC6i/x3xn/eXuB/UEyYEIitra6KROTKlVSlRKRXLzslwN6yJZp58x7RqZMlv/7akcmTXd+wJRFKiciBA34qADswMBNLS533AOxMxo2TZlizZrnRvbsNv/zyDF1ddaVE5ObNeomIr6+NEmAD/PBDO7S0VJtj1CgnQALYy5c/VUpETp/upQTYo0ff5v79bEpKqrl8uQ83bvRj69bOLFjQsOrVhx+6NHip1DHY58+/pnt3m3dKRHJzK7C1PcaOHTFvvDt93wmwFy58RGWl4i2JyPvncCYmhrx+Xc2IEbcpLKzGwUGf33/3UQHYQghevy7l/v0Khg+fwqpV3yk///BDf27dSuDixViCg1M5ceI5/fodYujQo3zzzR2uX0+grKzqvef/J6GpqU6nTjYsWNCOXbt6kZ//CbduDWfhwnY0bmxETY2Ce/cy+fHHJyxd+ghX1yM0a3aU0aOv8dNPj9m37yUXLiRx/3460dH5ZGWVUVJShUwGRkZaWFvrYWKija6uxv8IgP3ncHExYuvWLty50x8dHSNCQsqZM+fhm+pd7w9dXQ3OnRtE5842PHxYyMaNz1S+NzLS5vz5YTRrZsqrV1WcPJmo/G7MmKb8+qsvAKdOJZCYWK8vb97cjJ9/9qFr10Z8+WUEzs4m3Lo1GnNzHaKj8/nppwjlturqMjp3tqWmRsFnn93mxx9Dlbp3T08rMjLKmDv3Dhs2PMXe3pDZs9vz4sVMjh4djqamBidOxDB37m08PCwYONCZDz9siYODIUZGWnz55R1GjbqgTDT09x/DxYsf4OvbmD/+eM6IEefJzW04aZ42zRNbWwNkMhlJSYUYGGhhb29EkyamNGpkgpeXPUuXdmPfvuHo6Wly40YCCQkFDY7zV/HFF1fYtOkB7drZsHPnB2zePFIJsIUQrFkTzNKld4iJycPR0YjSUtXfiOS5f4mAgJQGx96/Pw4jIy2aNTNh586eKmPJ9u2xdO5sx8KFnjg4qFrKFRRUIZfLaNLEkMmTXTh3Lo2wsGIsLY1VSnxXVdXi7y8xmVOmqK6a3LiRg6GhBjNmSJPoJ08KOXUqh6oqXXr0qNd9BwTkUFJSQ9u2xri6GnD/fj6+vtYMHWqPmZk2OTmVBAfnoaWlzqhRf89qXbyYRefOJkycaIezs96b61SwZctrgoNL+Phj1VXBI0cykcsV9OplRpMm709ee/iwiISECmxtdejevV6zbW5ujo6OMSUltVhaajFmjJS0V1Oj4ODBVEDGxIkNVyK//fY5crkCDw8Lxo9//6Tpxo1Mxo0L4cmTIr74woN79warAOxr17Lx8griyZNyTEy0WL68DcnJY94JsM+cScXF5RI7d0Zz6VIycnktnp4WpKfXr9g9f17ATz89wtPzMNOn3+TIkVhqamS0aWPHzZtZ/PqrVFE5OjqXvLwKNDTUWLWqB4WF8/H3H8OBA0MZP74VZma6ZGRU8OuvYXTvfhJb29+ZNy+AAwdekJxcL5+TyWQMGdJY2TdlMhk//eTF55+rvg/V1dXYsaMrLVqYUlpazfDhV9mzJ5pBgxqxfLknPXpYMG7cVX75JYy3JbWzZ7fg1atsbt1KRktLRl6eOpcv56ocOy+vghMnHtOypSAiIoeyshpGjGhM3772byQ9D1m2LIQuXfQ4dqw9AwbUEztXr2bj7h7A/v3JFBfXMmCAGZGRXqxa1fh/NMBWKARxcTF07ZqDm5v0vLy9VfOT6hjsugI07wPY3377mLy8SqVERE9PUykRKSurVamUvW9fHN9++wQ3NyMVicgPP4QrJSILFrgzYICjEngvX/70v+25wP8yJjs9vYKOHS35/XcfJYP97bdPMDfXZvRoJ5UkxzqJyPjxTZQAu47B7tbNmq+/bq2UiEyYEEhNjeK9PthffBHCoUMS8OjTx45OnSyVDHad9vvGjXQWLHiEhYUOgwY5qCQ5pqWV88MP4VRVKdDVVaeiQvKpHTq0kYpNX7duNnz7rcc7bW/OnOmltOkbP74JP/wQwZ9j2LDGKv8uLa3igw8ClAz2unX1Nn15eXIuXkzF3z+Zu3czlf7Rq1a1/8skxw8/bMIvvzSs5PjniIkpZ926GKVE5M8Mdk2NgvXrn/HHH7HY2OiSkGBOZWUaz59nU12t4NChSGQy+PLLTpw4MZozZ15y8WIs5eU1/PxzMD//HIymphoffdQWd3cbxo51w9Ly/S+9fxLa2ur07OlIz54SS7RtWyVBQRkEBqZTUlJFQkIx+fmVPHuWj1xey6tXRSr7OznpkZRU/0Lo08eRhITiN8mUxrRqZYazszHu7uY0amTwP0Zr1727LaGho1m27CmbNkVz40Y6ERH5/PRTu/fqPe3sDFi+vDMDBlxj2bInjBjRGFfX+t+Ni4sJX3/diU8/DWbFijBGjXJSHuuLL9oQEpLH0aOvsbF5xvbt9RX+vviiDUeOZJKYmMfKlVH88ks7Ll4cwYABt/jhhyi8vKwYMsQRdXU11q71o21bS+bNu8u+fa+wsTFixoyWPH48hbNn4/j22/ssWRKKjo4G8+ZJ9zJuXCvat7elR49jBAWlsmtXJF9/3YEuXSQW5OrVJKZMucqNG8ls2vSUJUuk1bJBg5rSu7cz3bqdIDQ0k9WrH7J+fTeVZ6Kjo0G7do24dCmB0NAMmjR5dzLa6NEtOXs2msOHn2Flpc+ePcP+UTudORPN8ePP0dfX5NSpD3B2Vj3+nj0RLFt2Fzs7fQ4eHMHYsa2U9ol1sWxZMMeOxRAUlMarV9OUEgG5vIblyyXd/IULfVWcRkpKqjl5MomqKgVnzvRpcF03b2Zz7Voh3btbYmOjx7lzEks7fLgqyL13r4CqKiOGDrXDw6PeCaOoqJotWzIAfSZNcnpzr9IxRoywV+mDZ8/m0rixCZMmNXpz7lwCAopZuVJiu4OD8/H2tsDCQhNDw7+XWvn7ZxMUVMDHH9czw9ev55KfX03r1ga0aaP6Lrh1K5+uXY2ZPt3uz4dSiStXcunc2YSuXU1VKvkZGhoSEJDFjRsFdOxohL29NAkJDMynSRM9rK216NjRROVY0dElJCaWo62txurVDcmVunj1qpRvvomkqkrBF180Zc0aT5Ux5vffk5g9OwqFApo0Mefata7Y2DQcMwsKKpk+/RH+/lIbtGxpxu7d3Rk4sLFy+4KCSpYvl4BO69Z65OfLadLEGG9ve8LC8li0SErq19RUo2VLaz76yJ127Wxo3doKbW11Hj/OIigonbt308nPr6W0VJ3Y2EJMTbWRy2vJza3g8uUkNmyQ3uONGxsxapQrTZqY0KmTDR4eln8rEdTR0eDw4d60amXGxo2R+PlJbbZ8eTu++66SW7dSWLjwPvfupbJ6tQ8tW1qgr6/JgQP96dfvDJcvv6JbN3s2buylctybN5OorRXo66sTFRWPl5cJGzd2RqEQzJp1j127YtDUVOOrr5wZOdL2TRsW8N13sfj7Syxrs2Zw9aoH/fq9P2n2f1I8elTE69cVyGSCvLxQoLOKy1lxcTXTpgUpJSLr1nn9JYM9caILv/wiJTkGBGSwadMLpULgXTZ9ixe78+mn9RrsCxdSsLOTzlPHYNflkunp/XML4f+K+F8FsgcMcFAB2HUM9rx5rfjuuzZKBluq+qfBqlXtlQB73rz6JMc/A+zAwEyli0gdwM7NlXPhQgq7d8fy/HkhAK1amdCzpy3Llj2ltlYwZ05LJcCuY7C//LIFK1Z4qgDsoUNvkpxcwvDhjVi2rC3ffPOEZs2MsLDQ5osvHigZ7LcBdp1x+8CBDqxa1V7FB/v778O5ezcTXV11hg515PjxJJo3N6Z1axPls5IY7ACEADs7Xc6f742Li6RrDA7OZsSIWyqJfQBeXhbMmKFqvRQZmc/MmcHKSo7/BGC/rcGePbs5K1Z4qgDsyspapk+/x6VLqXh7W6KpqYapqSlBQa1p3Xo77drZvtEdvmDQoKaMHduaMWNaIZfXcO/eazp0SOTOnWTCwjIJC8th585o5swJoF8/J2bPbkO/fk4Nlhr/I2Fios2QIU4MGeIEwO+/d6ewsJL4+GLS00tJSiolL09Ofn4leXlyyssrMTfXIS9PSrgsKakmPr6I+PgiIIUOHax4/Fgqw2VkpIW7uxktWljg5iaVPG/WzBhnZ8O/fXn8O8LISIuNGzvi6mrEnDkPWbPmGaWllaxZ0xF9/XeDlf79HZk0yZUjR+LZvPk5mzerygimTXNjzZpIoqMLuXQphaFD6yeBS5a04+jR1+zdG8fy5W2UL281NRlbt3rRseNVjh5NYtasZnTubMvSpZ7Mm/eIGTPuExMzEmNjCQROmNAChUKNDz+8zfz5IQwY0AgHBwNGjmyGrq4WAwdeYOnSUEaMcKFJE+m33bSpGbdujaNfvzPMnRvCwIEuuLmZIpPJGDDAmSdPJtGr10lWrnxAr16N8POTJp3a2hqcPj2EHj1Oc/hwHIsXd1RhaoE3yceyv53wrVjRg2PHnnPixHMWLeqCm9vfv2xDQ9NxdTVj5sz2DQB2ba2Cx48lLfK6dX0YP74hGJNcJh6hpibj0CHVYjjHjyeQkyOnbVsLBg1SZVLv3MmgslJB165W2No2vK9r16Qk5379rKmuVhAdXUWHDpYMHGirst2tWznk59fg6qpqNXfuXDaVlQq6dzejUSPp+PHxFfj4mDNsmOoxbt7MIzm5El9f6XmFhEgrAd7epm/OUcD9+2WsXt2Mv4vKyloCAqTfY58+9azcvXuF+PqaM3iwapvk5FTh75+DpqaMy5ff3141NQq2b08nO7uK335r2A5Xr0rM6MCB9ezx0aMZhISUsGKFa4PJ92+/veb+/XI+/9xVpZLh2yGE4OOPI4mOrmbatCb8+qsqwN63L4Xdu1+jra3GwoWuLFvW7J2ra4mJ5YwY8YSqqlIMDTVYs6YNM2e6qGx740Y2c+cG8+xZIWpqMjp2tOPw4R48fVrCrFkPkckE/x93bx5WZdm2ff8W8zyDgIACCgqCEyrI4GypaWaaOZfZYJaWaZaZdVdalg1qWWqmpmaa85iziDgiIqAyCzLP01oL1vz9cbnW4nJhd/fzPs/zvl/HtrkV65rPazj3cz/3Yz98fOx48cUw5s2LEBXTSUmp5cMPb5OWdv+hbziADjDK7zp1cuL48Wc4ebKQ8+eLSUoqpaioiT/+yKW4WJj5srIyZ9Kkrri72zJggDcDBvgQFORs0nYSiYQPPujL3LnhuLnZGH5buXIg0dHezJp1hqqqJsLDfyE2tiMvv9yTadPCWLduCNu3p3HiRA7p6eVs2DCKMWOEhMa6uhZcXa2QyVrJyqphwYJAOnVyRKfT4eBgiY2NOfv3D2fUKH/y8hr55JNb7NyZT3y8Pw4O5nz0USjz5weazGz/vxx//im8J8HBlTQ12dKpk5yQEL0rkMBg19QoCA93YceOhHYB9vTpiYYkx7YAW+/S9s47PVi6NBIzMwlbtuQYZlRXrOgjAth6BlufM6bT6fj66zsGs4aff45j6tT/vbb5R4FsvUTk2LFivvgi3ZDk2BZg6xns9eujmTIl2MBgZ2c3Ymdnzm+/GZMc3333hiHJUc9gl5XJmT//KufPV4iKSZibS1i4MJyXXkrGw8Pa4Bhy6lQpn3+eYajkKAbYMsaNO2uo5PjNN0LxlN9/H2xgsLOzG/HysmH79gRDkuNzz503MNjtAWx9oZlff01g1Cg/Zs3qip+f0XmgbZKjj48tR44YAbb+WtRqMcAG+OKLKNHfGRn1jB9/FltbCyZN6sy6ddH/FmCnptYwadJ5QMXEib4mAFsuVzN37mWOHSvB2dmKTz7pQ1SUB6dPp5ORcZnW1nA8Pe1QqbQsW5bA5MlGz3EbGwuGDw8yaEwbGlo5dqyAXbuyOXmyiOPH73P/vpQ33khi0aLezJ4d9pfFJ/4r4eJiTd++nvTt+++T1GQyJUVF0oc2cE3U1LTi7GxLenot1dWtFBdLSU6uFW0THOxIU5MKHx87fHzs6N3bHYkEfHzs8Pa2pWNHQXvo62v338qENzcLndcbb3QnPNyFzz+/zQ8/pHP9egXHjo02AZP6+OabAaSn17Fu3V3Gj+/M0KFGhs/Kypxly/ry+ef3+PzzXBHIDgtz4ZlnOlFXp+LIkQpeftk4BR4V5c4774Sxfn0RH398j+3b+/HWW2EcP16CUgmrVt1h5UqjHnbatBD++KOAo0eL2L49l/ffF5aNGtWZiRO7PCxkUcS770YatgkNdWP48EA2b77Lzz/f4auv4gzL/P0dGT06kDVrbnHmTJEBZAN07OiIm5sdubmV3LlTy+DB4lkfa2srYmI60rGjaZW+yko59vaCo0OXLm588EECP/2UzuLFiRw+/Oxf3h+dTse6dSm0tKiYPVu4Pv09c3R0pLi4iZ9+SsXLy47nnzdNmgOYO/cMISGuTJoUwuDBYk3vtWs1DBzYgZkzTUHepUuNBAZ6MWZM53b329ioISbGnWHDPMnIaKKoqBUrK3s6dBA/M+npwizP8OEeJr+Hhdnz7LPCtHpNjYI9eyqwsTEjIcG4blGRnNpaJc7OFvTt64xSqcXa2oK4ODf69RMGUCkpwuxSVJSYgW4v7txpJjDQlqAgW3x8jPrS/ftryM2V8/XXYsLh2DHBgnTIEDccHR//XTlzpo6qKiWhoXb07SsGG83NzVRVNdG/v7OBxVSrtRw6JAxUJk70Fq0vlarZsUNglF99VTxT2TZ+/72MxMRaPDysWL1aXBAtNbWB115LR6HQsmZNOPPnty83KSiQM2TINR48aCUuzomTJwfh7y8eVOnZ8PBwWwYNsmbt2gGEhbnwxRf3+PDDNACef74T69f3MyT0g1Ad86OP0vn66yy0Wh0DBrgyalQnEhI6kpDgi4+PHY2NShoaWklLq6WhQc3bb/fl7bf7otFoycio4dKlUm7cqOTatXKys+u5erX8IYEhxPDhASgUGsLD3QkPd6dbN1d8fBzw8hJ86h+NceOCKCiYyfLll8jMrCY5uZSyMikzZoQzb14vOnWyZ8WKc9y9W4Orq3H79PQyGhoaiY/3oaGhhXfeEfIqJBIJX389gFde6Ua3bi4UF0vp3n0varUOCwsJvXo5smtXb9Gz9v+H0Ol07NjRQseOHcnP/4Ho6GHcvKlGq9WaJDnu2zfksQy2k5Mlo0f78fPPsVhZmTFlynn+/FNwp5k1q4sBYG/dmsvChTcwM4Nvv+3PCy90RafT8fHHtzh9WiietHWrEWDrGez4+A7MndvNxA3tfzr+USBbz2C/+OIlrK0lvPdeBO++G4FEIuGnn7L4/vt7gJDk2BZg6xnsR5McExMrGDrUm88/jzIw2CkpNZw9W25y7HnzuvHKK5fRaHRMmRLEkiURnD5dxsyZSQZf6qVLe4oY7LFjz+DjY4ejo+VjKzk6Olqwf/9QoqL0tjfnMTeX4O9vz5Ejw0UA+6uvMti2Le+hbjrO8DDFxBgZEalUxXvvpRgkIm0ZbH307+/BkCE+ousMCLCnd28jw9RWItK/v+ffAth6Bjs01Inu3S1YuLCbCcCeOjWR8nI5nTs7sH17Aj16CAyUSlVNZGQhe/duoqGhFYlEIppu1+l0nDyZj1SqZOJEAUS4uNgwbVoY06aFUV0tZ9eubL7/PoPCwibeeCORVatuMmtWN155pQf+/qbWSf/dcf9+I1u23GPq1BC6dXPD3t6KsDA3g79v26islHPvXgOZmfVkZzeSnd1ITk4j9fUK6uqUVFe3kp5eh1yuIimp0rBdr17upKU1Ym9vQdeuToSEOBEd7UXPnm4MGODxXy6KU1srgH1HR0eGDPHB19eGJ5+s4caNKgYNOsTx42NMPp4Anp62TJ4cRHp6HR98kMLly2NFIO355wNZuDCD/PxaMjMbRLMt06Z1ZeLE66jVxSKQDTBvXgjffVfIrl0lfPxxd4KDHfjiiyj69fuTW7caWLw4zPA+SSQSvvlmIMnJjXz8cRZvvNHDIBVYtKgv0dHHKSnJYfHiCNG5vfhid44cKaSuTsWjERfXkd27c5BK1SbLunVzJSWlylAIRB+VlXJOnqzC1taiXanIv/6Vwi+/ZLFx4yBmzgxl7twovv02jSNH8jl2LJ8xYx7v7lJW1kxLixoPD3uD807be5afLzC6ISHu7Q6+7typITm5DEdHKxYvFg+mtVodu3YV0tCgZPdu08TpzMwm7t9vNSnGBQJzv29fJRYWEnr2dGHHDsFd4lHJg0ql5dSpejw9bQ2ss/7YmzeX0NCgZuxY4TuWlCSwZtHRrqJvzqVL9TQ0qJk+3Qdzcwl370pJSmqgSxc7nJ2t0GgEJjE62oXevf/9+56RIeXOHSnh4cYBUXm5gtxcOfb25ib7OH++kYgIJyZM+Ouy7CdONJCQ4MZTT5m6ZWRmlpGSUkZ9vTv9+gltdPVqIz16OGFuDmFh4sHZ4cPV9O7tjLW1hB492r8mlUrLwYOVuLlZ8sUX3XF1bSv1UfPBB0I141deCXgswC4vb2Xx4iwePGglJsaFY8eicHIyzmAJTg55vPee4PI0YUInli8PQauFadNucfx4JSEhTixe3J2XXhLnBlVWKnj77XT27xcSLRcu7Mann/bEzs6izfHlrFlzhz177nP/fjMJCd4kJj4FCPrqXr286NXL2O4NDa1cv17B9esVXLtWwbVr5ZSVSbl7t46kJL2tphfXrpU93IeEESM6k5/fgKOj1UPPeTeqquRIJDB0aCfq61uQSlWMGLEbuVyNt7cdFhatBAVZ8/TTfxAV5UVRUQODB3fi/ffj8PDQ8dtvzxiqo4LwLdK/J/7+Djz9dCccHS358MPeBAWJ++H/v0RKipy8PAUdOljQ0HARf//nSUmpQKEQ7EYbG5WPTXLMzm7g6afPUlXVSvfuzsyZ05WPPrrFH38I3xuAsDBngwZ79+77BonIp5/2MQBsPYPt4WHN9u0JPPFEx4cA+yY//ijIc/5vAGz4h4HsU6dKDRKRV1/tbgDYegbbz8+OdesGMH26IBH55JM0du++b7Dp0wPsOXMuGSQibQE2wJgxfgwa5E1iYoXhN8HgPJfQUGdGjvRl+fJenD9fYZCIvPBCqAnAHjfuDPfvSx8C7GEigL148Q0uXao02PTpAbZeIuLvb8/hw8PaZbBDQpxYu3bAY0ulT558gcuXq3jiiY6sWNHHBGALmc/pXLsmZORrtYLP89NPBxjOPyOjnmnTEvHysqV/f892fbAfjbYSET8/e95+O1gk2XhUmvNoBc29ew/zzDPj8PS0x9PTOCXa2qomPb0SmUzJqFE78fV1ZOzYEJOkS09PO+bP7828eT05eLCAzz+/ib29BZ99lsLKlTcZM6Yzs2d354knAv5tCev/NBoaFKxcmcKaNYLuPje3gbff7sn9+00UFDQ+9Kw2+hj7+NijVGpxd7fB19eWnj0DcHOzw83N+qEVoIqyMjnl5XLq6loZMcKP8nI5FRVyrKzMKS1VUF3dSlpaHfn5zezZIyRMmZtL6NXLlWee8XtYEMnrPypx3zZCQ125cmUCY8Ycw8rKgri4I5w5M7pdoDV/fjjff38XKytzzpwpZ8QII5ttb2/BtGkBbN1ayOHDZSKQPWJEBywsJFy5UktdnVLk4tC5sz3Tp/tz+nQVBw+W8c47IURFuTN8uDdnzlTw22+FzJtnZBqDg53p3t2NS5eq+fPPMiZNEli/qCgP3N2tKSyUkpvbJHrXBwzoQFWVNb/8UsZPP2lFA8LAQBcqKjScO2cc4OjD1tYWnc6Gxkaxx/n580LnHh/vY9LuWq2Ow4cLHzJtwqDL29uBZcti+OKLa9y+XfuXILugoInY2ECT91kfFRUtxMYGEBXl0+7ypKRSrK3NmTatGw4O4gSrnJxGGhqU+Pra4ednKkcoLhaSPLt2NWXn792TotNBSIgDVlZmZGbK8PS0pU8fF9F6WVkylEodTk6WuLhYibZvaFDj52djKAJz546U2Fh3Ro0Sg9krVxoACAsTOnI9Mx4RIfxdWNjC6dMN+PlZ4+7+7y3Q7t6VPtyf8brS06VERDjRu7e96Pul0+k4fbqe8nIlcXEuj+7KEAqFlm3bamhs1LBpk2m129RU4ZyHDjVqtQ8fFnTl77wTYALKf/65jIsXm9m8ubvJvvSxb18Fe/ZUEhZmzwsviEHGF18UcPZsPU8/7c3atT3a3V6l0jJ5chqXLtXz7LMd2LIl0oSpX7u2iJ07K3B2tmD16jDmzOmEWq1l2rRb7NlThpOTBb/8EktsrJhQePBAzvDhV8nNlTF8eEc++yyMAQOMsxNqtZYvv8zhl18KKS0tp7VVg7e3Lb16uZtU9gXBv/vKlUoyM2vJzKylpUXNkSPj0el0lJVJuXOnljt3asnMrEGlUtPY2EplpZz6+lbkcpWouI5WqyMpyWg52KuXF2lpRmeKHj3ckUqF2aKaGjPu368nO7sWR0drrKzMuHSpmIULk1GrPxTlDVy9WkLv3t5YW1uwZ88wzMwklJVJeffdi/Tq5Unv3l6EhLg+Nt/l/7XYu7cJV1dznn/elaNH3WltbUGn0z7MYxOIvJYWjQGv6CMrq5HZsy9hbW1OfLwXJSVyJkw4L1rHysqMxMTRIg12bKwXo0f7GZIcv/oq0yARWbs2ug3ATuXmzVpsbMxFpOP/dvyjQPbMmRfp1UswO9cnOW7alG2QiCxeHGEA2HoGu29fd5Yt6ynSYJeXywkKcmzXB/vq1WquXRNbwKhUWpRKLaNGdeSDD3o+ZLAv0ru3Gz17uvPFF31FAPvdd29w/74gEXkcgx0a6sSvvyYYNNhvv32NjIx6/P3tOXp0OAEBYgZbLxFZtqxnuwC7uVnJjBlJXL5cha+v7WMBtn5qJSLClaVLI1Eqtfz6ax6vvCIAlrYM9tNPB7Bhw8C/BbDfffcGoDMkOVZWGj2k5XI1r72WTH5+U7vJpS0trZw5k8iPP/4s2m9xcSPz5h3nzz/z2L79GSIivMjIqGLPnjvMmNGz3XMxNzfj2We7MGFCMElJZaxfn8H+/fkcOXKf2lo5kycfpX9/bwYP9mPAAG8CApxwcxP8pPXgW6vVoVRqaGlRoVQKjhX6f62tapqbldy8WU1RUTM3b1Zx61Y1ra1GwPX779n8/vtdw9/+/g4i1jM+vqOBbQHo3duLW7eMLhv29hZ4ejpibW2Ovb0F9vaWREa64+Bgg6enDQsXeuDpaYNarUOj0ZGdLSU5uZq0tHpu367nzp0GWlu12NtbMGyYNxMn+jFsmA++vv9ZYqi3tx3nzo1j3LjTlJbWkpBwlDNnRhEZKc4qd3Cw5K23erJkSRorVtwRgWyAF18MZNu2Etatu8+SJd0N4MLJyZLJk/0oKmrlypV6xowRg5I5czqzdesDvvkmj7ff7oqZmYQ33wylvFzBr78WiUA2wNixHSkqknH3rrEthechmPR0KenpUtFzZ2FhjoeHDTU1CmprFXh7G6eEhfdZ0i4rLJOp0Wox8TBPTW0iIcGfMWNMp/WvXq3Gzc0GCwsJffoYQcaECaEsWXKbn37KZ+nS/ibb6SMnp5Hk5FqCgtrXAt+500BycgMjRrSvRd67twCFQsLQoabfjqwsGb17+7YrsdDpdBQUKHBxsSEgwJY//6xi0qQUxo3zZufOPpSXtxIb60pEhPCtKS5upbpaha+veEo8N1eGr681PXuKma67d2UMGuRGaKgR3Ccm1pOc3MjixeJBR1WVEgcHc6KjXQAoKlIwYIAbAwe6GvYFEBb276uYCuekIyjInchIF8NvGRkyMjLkDB4snonIz2+hqkqJp6cl3bs//j06c6aBxkYNkZF2hISYShRychRERjrx1FNGudnRo4JG+1ENeHFxKxcu1GNtbcazz3ZAq9Xx2WdFPP20B5GRgjxQp9Px7beFAMyf31kE3IqKWvj66/uoVPDee10e+x1fsiSbpKR6fH2t+eGHcBOAfeJENQsX3kOrha1bI5g1SwAzixblUlamwMnJgpMno4mOFrfZgwdynn76Brm5Mnr1cmLnzgF4eRkHP3l5UqZPv8G1awLwfemlUGbMCCQuroMJAE1Lq2XNmntkZNRx86axMqqFhRnbtmmwsjKnY0dHOnZ0ZOTIzibXqFRqKCxsRKvV0dyspLlZiUqlQS5XG4gmvUbazs7y4T9zioqK8Pa2JzAwEI1GS02NnKysWsrLmxk6NJBPPrnIt99+w6JFiwBhxikmZjN2dpZs3jyOZ5/tjpmZOdevV/DVVymG8xk8OICGBnO6dXOme3cXIiPdCQpypmtXh/92ieP/SZSVqVizphELC2vmzfPkxg1P5HI5Oh0GOa2Xl+lz3jbJcexYP776qh/R0cdM1nvnnXAsLAQSc+FCgcFuC7CXLUvlp5+yGDDAkwULwkySHNsWoPm/Ff/v3K3/hlAotPTv7yFyEfnii3RDSXR9kuPSpTcNEpEPP+z1b5Mc9ZGYWMGUKRfo08eDwEAHCgulJCdXodPBW2+FGQC2nsHu2dPNBGCPG3eGgoJmnn22E199JdalrV6daZCIrF0bbZLkOGSIN999N0AEsD/5JI3t2/MJDnbko496/SWDLZOp6dzZgb17h7QLsD/99LbhwVy6NNLgIqIvXpORUc9HH6Uakhz/LsDWM9gvvtiVVaui2pWIJCZWEBbmwi+/xIravbVVw549F+ncOY6LF+soL3/AtWvlJCeXUFTUQESEBzY2FnTr5sH8+QP46acUDh/OeSzI1odEInmo9+tIVZWcLVvucf16GSqVhkuXSrl0qZSYGB9RMZK+fb3IyKg1JOAIYQEYgdaAAR24ds2U3Wwb5uZmRES4PSzt7YyXl62o07CwMCMmxoeamhZqa1txcrKmpcXckECpVGopLGwWHVeh0HL9ep3h75gYL0PSl5eXDb16uVJfP5Fr12o5d66S48fLuH27nuPHSzl/voTmZhX9+nkwbpw/zz7bie7dXf7yGvTh7GzNiRNP8swzp7l8uZLXX7/CunUx9O4tBtqvvtqVFSvukJhYxbVrNSK2KirKDR8fW/LzZSQmVjN0qJGhDAhwYOfOCpKT60xA9sCB7vj52VJS0kJqagNRUa6MHOnDc89dQanUUlenwM3N+H7Fx/uwZEk+e/fW8NFHxv14ejpx9WolmZlSJk4UX19MjBfNzWoaGlQikK3VQv/+3iZ2lwBKpQ5PTxtR56LT6di1q5SSkha++86UUdm8uZCMDB0ffthLBNyFkuJmokz99kKvPQ0Obl9rXFQkDCw6dWqf6S4pkQISwsLcTZZlZ0u5dUvK4MHeJsvkcg1yuRat1gwHBwsaGlRIpRrD+T540EJycj2RkcJxGxsF6Y2fnxhkp6fLKCvT0rWruD1TUppJTGxm6FABdOp0OtLSBLa3Vy/jtahUWg4dqkOplNC3r9AGN282c+1aMwsWCIOa4mIF8fGuxMS4tNsGj0ZGhpyCAhVduhhBc1aWkIwXGioG0snJUmxsrBg/3vMvcyFOnWogKsqBKVNMB0NarY4LF5poatKwerUASPPy5NjaWjNihA2xseLz3rev6uEAxh5nZwsSExv46KNCfvmlnIKCaCQSoQ2srCzp39+ZGTPEQOOXX8rw8LAkIcHNBADr49KlBjIyZLi6WvDHH73p0EE8A1BQIOfTT/PQauGjj7oYAPaGDSWsWVOMlZWEkyf7m+y/vl7FE0+koFbrGDrUg337onBxMQ5KL1+u591375Ge3oSfny2//NKHESNMmf/MzEY+/fQWe/YUPvxFR2ysL5GR7kREuNOjhxvZ2c2Ehj4+YbyiQsbKlSls3XqPzMxpdOvmTnm5DB+fvx6MffXVDX7++RJffpnAgAHCuj4+jgbLTIB//WuIaJvy8mYiIztQV9fClCmHePbZbH77bTyhoa58/HEMt25VkZZWjU5nRlpaLWlpguQrIcGPixcbkUggIMCOkSN9sLOzoVs3B7p3d6BbNwe8vKz/1x2pVqyoQaHQ8dRTjnTtaoO3txfNzTLA3OBI9mhkZTXy7rs3DEmOGzbEYmsrGDu8+26KaN3x4zuxdWsuu3YVYG4u4ZNPevP6693RarV8+OEtA4PdFmB/8UU627blGZIf/28CbPiHgew33uguAtjLlgkM9muvdRPZ9J09W0ZAgD1r10YbAPbcuZfJy2ufSQUjwBZK8gq61JdfTgbgo496sWBBGBKJhOzsRkOSoxhgy5g8+YIhyfFRgC2cZyhXrlTxwQc9DQB7zpxLBolIewD7u+8EBvvbb/s/FmDrkxwfp8HWj/z27y+kc2cHPv/88TZ9DQ1KZs/uysqVff8WwH7jjasGm75HAbaQMXzdMLDZsiXO0O4KhYavv86kvFzOjh3VQAzPPbeXHj06kJkpfHicnGzo18+Pkyen4ePjiLe3Ay+/fIR792pQqTQm9mSPCy8vu4fV5fpSX9/KpUulXLhQQkuLiqYmJXV1rdTWtmJnZ2kA2PoCMk5OdoDE8HdQkDPm5hKKi6UGX+a6OgUajfGL07evF9euTf5b5/Zo6HQ6mpqUNDQoqalppaFBiVKppbVVQ12dktpaQSqiUunQaMy4e7eRqqpWSkvlODpaMXy4D8OH+7ByZS9KSuScOVPO/v2FnD5dxo0bNaSm1vL119n4+dnx/POdmTy5E126/LV+1c7OgsOHRzJv3hU2b85j2LCTnD37hAhoOztbsWBBKImJ1Xz/fZ4IZEskEiZP9mP37hISE2tEIFuvS71xo8HkuBKJhHHjvElNbSAtTQDZNjbmREe7k5xcQ2pqA8OHGzu8yEgnJBIJWVlSlEqtgZnq3FkAw4WFcpNjPHig4/ZtGa2t4h5DJtNx/boSa2vTKd309Faqqy3x8zO22717TZSUtODlZU3Pni6i9evrlezaJfhDz5jRWbSsqUlNZKSnSEbTXuTnKxk4sDN9+5oCYQCNxobBgzvTtWv7+7Gzs8LDwwZfX1NgoW+X9pwramqUuLtb4uBggUQiQSpVY2dnjpOT0LXU1gqgWi/1uX9fB9iYyDUePGgFIChIzHrl5QnH7tpVALXV1UpcXe0JD7ckIMAI1LOz5SiVOoKD7QzHzs4Wtg0JEbZNT5eRlNTMpEmmYO3RaGnRUFmpxMwMEeNcUKCia1cHwsPFbXH1ajMymY6uXdtPAAbh3T18uI7CQgU//miqfb51S0ZTk4YOHazo0kW4tqNHG0hNbWHyZA+TIl3bt1eRmirlnXeE7/5vvwmD+6lTOxhkFJs2lXPpkoyFC/1E1mXl5Qo+/7wEnc6Mjz7q2u75Cv1lDjduNPH++4GGGYG21zNnTg4pKQpefjmA5cuFypc3bzbx1ls5D4/fncGDxQM3pVLLs8+mkpUlo0cPB/bvj8LZ2Qiwz52rZdy4m8hkGmbNCuC778JFEiL9sTdsuM+CBen07WuLo6MlL73UlTfe6Gbo3xQKDZ9/fo+VKy/z4YdhfPih2MlF8B7P4Y03ziOXq5FI4MSJQhob1SxffoPDh0cxcqRpUR+dTsfy5Zf57LNrdO6s4cEDoy1rQ4MCZ2crE7BbWtrMgwfNhIa6cvv2a1y8WMS4cX+QllbJ0aMFTJjQlY8+MlqVVlfLyc+XkpXVwL17DTQ26qis1JKfL6WoSE52tpSLF40EUESEEyUlOsLDhWczPNyeqCgXeva0/x+zrDtwoIGTJ+vo0sWKjz4SvucSiQSFQs3jSrDoGezGRiVTpwaxenU/Q6GZDRuyAcHWUaXS0r27M5cvVxk02N98058XXzRqsG/frjdUcnyUwY6MdOX99yNNcMz/jfhHgWwjwL7LoUNCp/XddwOYNauLSZLj778PMmGww8Od2bw5rl2AvWqV4FYyc2YwzzzTiUmTzqNWCzZ9eoAN8OabYUREuDJokPcjDPZZrKzMiI725LffBpkAbBCcKQ4eHGaojDRx4jnKy1vo1cuNbdviRQD7s8/SOHeuHAsLCZs3xz0WYM+bd4Xc3KZ/C7D1DPavvw4weTAzM40SkSee6Pi3AfYzz5zDzs6MGTOC+frr/iYA+7PP0jh5spG4uA58/XU/Q7unptYyb94VsrIacXa2xNJSRkiINyEhHene3YPXX+9HbKwf4eGeIga4QwcHEhICsLKyoKJCir+/M5cuFXP5cgnz5/cTWZI9LlxdbRg7NpixY8VT0TqdjtZWNRKJBCur/6w6Y11dKxs3ZrJuXTplZbK/Df5bWtSkpVWTklLFzZtVqNU6zpypRipVPbSCAzc3O+rqjAVFRo7sSGZm88Oy6za8/rogo/D3t6OyskXk6ODnZ8cLLwTzwgvByOVqzpwpIzGxki1bCsnMbGTZstt88kkGw4d7M3GiLfHxj0/osrY2Z/36GKqrhUqjs2cns337IHr0ML5Lc+eGsGpVDklJtSxbFkZoqPFZnDjRl5Urs/npp/ssX26UjPTr58LAga7U1CgNZXnbRr9+bqxff5/One2ZM0eonNe/fweuXpVz/XqTCGTb21sQHy9oOe/flxMaKrxP/v62REQ4o2yndpHZw8er7SAJjIxsW3AgrKclL0+Q/uhLcINgHRcd7UNcnIvJs7N3bxlRUe64uFiYMLnnz9eSnq4hKOjxhSi0Wh2nT1dTX68kIsKUidZodBw50oBcriE01DTJVipVc+uWJTY2nri4mH6XamrUhIQ4ExRkCrKrq5XU1qrw9xdAYX29Crlcg5OT/hkXEh47dBCWNzUJFoauro++ixK6dLEVAWcAMzMLEhLcDCA7N7eV3FxTIJOb20Lv3o507y6co06nQ6WypFcvV7p0EZ75goL2gXx7cfduK83NEgYNcjEMpHQ6Hbdvy6mrU5tIPYqKWh9WMHz8gPT+/VYKCxW4u1vQu7epfj0xUUpwsAMDBhidgY4eFWanxo4VA9zcXDmpqVKcnMx58kk3lErBGnHgQGemTBHeU6lUza5dgrTxpZfEWvz168tQqXRMmOAhkuK0jYMHq7lxowlvbyuWLu1ssnzz5nLOn2/A09OSlSuF70xzs5pJk+4SEuLAiBEuzJxp6he+fHketbUqfHysOXZMDLAvXWrg1Vczkck0zJzZkZ9/7mFit9raqmHu3Fts3Sr08d27u3PixGBRhdCcnGaefTaZzExhhqe2ViHaR3Oziuefv0RKSjVmZhLGjQtk8eI+fPDBdQN4vXSpvF2QvXFjDtevCzlL77/f3yA/0el0jB17HIlEwrZtQwkMNH7f9u/PY/7887zySgQbNowgIaETa9c+yaxZJ1m06CLPPCO49qhUGpYvv0ZSUhnnzz9jKAKkVAqSF5VKS0GBlLw8GWPGyMjKknLvnhQHBwsyMqRcutTApUsNuLpaUF9vgYWFGZGRdkRHOzJ0qCsxMQ74+v6fF7X5889GJk++j0ql49tvPYiIsEEqbeLMmYuMGvU0t29Xi/zfAbKzjRKRwYO9DQD7wgWh0IyzswWvv96NZ57pxAcf3CQiwpXly4XCMStW9BEB7B9/FArj7do1iOHDO5rMxP+/ArDhHwayjQz2LczN4ccfY3j+eaFU+nvv3eDy5SpDkuOgQQLjs2pVhoFJ/eWX+L9ksN96K4wxY/wZN+4Mffq4ExPjxfLlvUw6/sGDjR+0thKRnj3d2LkzoV2A3fYaHk1y3LIlrl0G297enG3b4hk92vRD0JbBjory4KefYtoF2B99dIvExAqRr2Tb0DPY3bu74Oho8beSHFNTaw0SkWHDAkwAtlyu5rPP0rh9ux4nJxsRwN6/v5C9ewvJymokONiRtWuj+eCDV1m3bi1xcUMed0jD9eirKqrVWnQ6HW+/fZqUlHLWr7/JJ58kMGWKaQGOvxMSieS/nBDp5mbDe+9F8c47vTl16gHdupkCnbbXcPlyGZs2ZTwsCGSsvOfjY0dlpRHsOThYYmsr6LL1eQENDSrKylooKxOS0WpqFNy4ITD/8+alEBBgR3y8J0OH+jBqlK+hPLOdnQXjxgUwblwAn3/eh9OnK/j990Lu35dx/HgZd+/K8fCwZupUBS++GGzCLIHg7vPHH4OZM+cyf/5Zz6hRl7l6dbChoIaPjy2zZnVm06YC1q7N4YcfjC4WvXq5PCzWI+fatToGDhTAYseONuTlyaiqUlJY2GKouqcPPVDOyTFq2v397VAodIaEPPE5WnDmTC3377cYtnVzsyIjo/3BT1iYo4EZbRstLVri471EAwWAggIZPXo4Y2aGyMnl6NFqrl6V8cYbpoO3desKyciQ8vvvfUyOc/Cg4H4wfvzji5tkZTVSX6+kY0dbAgJMAVNenhS5XIOfny0eHqbfnqoqAYB06GDT7nRzVpaMnBx5u9ZilZXGbQGkUmGmR+88UVmp5PZtqWFg4eJigVZLGxAuxPXrUvLyVKJj6HQ6TpxoQibTEhysB9l6ZlsMcm/dknPrlprRox0fXpOKnBwFrq4WBhBnYWFJdLQrnTr9e4u0mzdlgISOHY3tVVUlSGGcnMzx8TE+/wqFltOnG7Gzk9C79+MlBhcuNOHpacGzz7qbABCAs2el5OermDxZuLbmZg137miIjXXhiSdcROvu3l1HeLgzY8a4YGNjzqFDdSQlyYmMtCMiQniu9++vIyDAgd69bUU6dKVSy/XrcsLD7XnrrfaBiDDtXkZ0tBuzZ3fAwUH8DjQ0qDh4sAZ3dwvWreuKh4fQHosX53P/fiu9ezuwcmUXk/3u3VvJqlUPsLWVcP58XwICjPcxJ0fGuHFp2NiYMW9eAGvXhpkMSOVyDU89lYJGo8be3pyNG/swdaq4/ztxopJJk27Su7ctISGObNoURUKCkSAoKZExevQFMjIacHe3Zs+eMfTp48GQIWdwcdHh7W3HL78MZtQo09yJtLRa5s+/hlKpYfPmJxk61Hj++/cXcOmSUBW6rUwNIC+vAYAuXVwMv02bFsaiRUncv9/InTu19OjhQXOziu3bsygtlbF8+TU+/3wgmZm1jB17gm3bhpKQ4EtoqBOhoU6MGSO+X+XlSu7ckXLnjowHD1o5d05ORoaM1FQZt2/L2LKliZYWHSEh1gwZ4siIEc5ER9vRseOjRIGO9HQFmZkKRo+2x93deO8rKlSsXl3Jn382oVLpWLDAkwULvB7e29+IiuqJjY0tSqU4UVxgsE8TFOREWJgLv/02CFtbi4f4SvDBnjw5kE8/7YOZmYQpU4J4++3rhIY6MWuWsdDMV19l8tNP2QYGWw+wP/gglUOHiggIsGfVqqj/ZwA2/MNA9pYtuQaJyNdfDzAAbD2D7eVlY2Cw9bF4cQ8ePJDy/vuRJgD74sVyXnvtCi0tGmbODGbZsp78619pqFRaQkOdDSXa/yrKyuQ0Nirp3t3FkOTY2KimoEBGZmYt5eUtzJoVhJeXsYPTaATA1F6S45o1dw0SkfXrBz4WYL/55lWDREQPsBUKjQEgt2WwXVws2bEjgZEjxdqltkmOjo6WbNsW97cY7GnTEgkIsKdrVyeTSo7CzMEFFAoL5HKxNGf//kKDDeKrr4ayfHkv7OwsUCpV/5Y5Lipq4P33z1Ba2kRoqAedO7sgkUj47LNBLFp0lszMar788ipvvnmRoUP9GTGiE0OH+hMaamqj9T8VlpbmjBkT2O4yqVTJ3r25fPVVCnfv6q3XLAkPd6N//w5ERXnRs6cHgYHOODlZYWdnWopdYNs1VFcrqKhoobKylaqqVqKjPUhLqyMtrR5ra3N27ixi504hOahfPzdefDGYyZM7GToGoYJhR8aM6YhUqmL79vusW5dNSkoT9valrFiRxfLl4bz2WrCJztHKypyNGwcybFgSly/XMWbMZZKSEtpY5oVy924TO3cW8fHHPfD0NBaAeO65jiQn13HpkhFkSyQS+vZ14cSJKlJS6k1Adpcu9kRHu+HubuwoOna0wc7O3MD2tw29FrikpNXwm5ubsG17Vn1ZWVJu3mxE+4htfFWVmqQkKZGRYm3t7dvN3LqlEDlfyOVqEhPrkEhg5Ejx+jduNJCR0YyHhxXjx4ulHsXFLRQWKhgxogNPPdW+DAQgObkBPz8PJkzoIHqWO3fuDMDu3aVER3s81hu6tLSFXr1cTNpWH2VlQlv5+5sywPX1KoKD7ejUSVim0+nw97cx6GtbW4WGs7YWdOU5OWrMzMDWVvzcVFcLbe/paSn6TSbT4uJibmC+8/MFl5NevcSMcW6ucI56hvnBAwH8d+pkBDtJSTKkUq0IOD8u7t9vxdnZnL59jeA0M7MFlcqMJ590FbVzVlYLarWOwEAbEzDaNq5ebaa6Wt2upESt1nL5soyGBg9GjeoGwLlzzVRUaAgMtDGAWH3s3VvPnTtKVq1yAeC334RvxrRpxpmM7dtruXNHyfz54u/64cP1nDolJSLClri49p+Jq1ebuXFDhqenJTNnmjrSfPddCceO1TF0qAvPPSfo5S9dauDGjWasrCRs29bNpJhKcXErc+YINrqrVnVlwAAXw7K6OhVjxqRRX69m3DgP1qxpH2CPHXuT8+fr6NDBigsXEoiKEjP8mzc/4NVX09FodPj7O3HqVLwoUfDBAznjx6c8nNVx4tixwXh4WDN48Bnu3WuiZ09nbt2aiI2NKYkgl6t5+eXLKJVaXn01lNmzjY4uarWWnTvzAfjkk/4iVh2guVlH//6+hIcb339zczPGjAkmP7+JrKxGevTwwM3Nhl27nmDw4AP88UceL7wQxqZN9ygsbObJJ49x6NCTjBhh2udLJBJ8fa3x9bUWFU6SSjXcvCklJUXG2bNykpKk5OQoyMlR8McfcurqdFhagq+vBR4ego46O1uJTCaQOa++6sJrr7nw4IGSQ4ca+O23Olpbdbi4mLN2bUfeeMPL8C5cuJDI8OEJ3Lsn5KXoE7+NSY4KwsLM2LlzkIHBnj37El26ONK3r4fBpu+5585x+rQwmzBzZheTQjMxMZ68+Wb7SY7tEYVtIy+v6aEJw/9e/KNA9sKFgr3LpEmBBonIihW3DRKRjRtjRQAbBDZwy5Z4k33pR1gdO9oxZ04Iq1ZFUVQkZd26e7i7W7N6db+/Bc5++eUBzc3WtLa6MXt2MbdvS6mv19C/vyXXr99DIoErV6qYMqUzzz0nADBXV2sOHBhKc7OqXQY7Ls6Ll18ONSQktg09g333bgPR0Z58/300wcFOrF17l337Cjl4cBguLlasXp1peDB//HFguwD7ww9v0tSk4oknOv7HNn0JCd788EPMY5IcK+nQQQywjxx5wKuvCgB78eIevP9+JBKJhOrqWkpKyujbN0Z0rPr6Fq5dK+PKlRIuXSrmxo1impuV9Ovny5o1TxruzRNPBDNsWCBbt94mMbGMO3eyOXgwn4MH8xkwwIfs7GZ69fKgd2/Ph2DWk+Bgl/814F1S0sz336exYUM6zc1KPDxs6dDBjhdfDGfOnAiCg13+9r4Ett2CgACLdhlNrVZHTk4T589XcuxYKWfPViKTaXj99Ru8804qM2YEsmBBN8LCjB2vg4Mlc+eG8NprXTl7toLVq7OprVWyYMEt1q3LZdu2AQwcKAaOArMWw8CBF3B0tGD+/Ex++UUYkIaEOOHqakVjo5r16/P46COjbdjw4d58+WUhMhm8+65RJzp4sCv37gnOKJMmiZ9TDw9rbtyoR6PRGXTWHTpYIpe3kp0tLmsPgj43IcFF5Pbi7GyBv78lFhamBZiMbSv+u6FBLxcRf0Jv3RKO2aePsQ0vX27A29uK6GgXPD3Fne/+/ZXEx7szaJCbyfu1bt19cnLk9OnjItIwNzaq2L+/kuhoF7p3d+Dq1QZKSpSi6em2cfVqPVevNjJmTPtA/d49GWlpMsLDXUyW1dcrqa9XERJibwL0QACz+flKJk4UBi8VFWqKi9UGYGNlZU7nzg7Y21vQ0iK0uZ2dmej90ul0hIba07GjBg8PI8i+f19JVJQTXbsarz03t5WyMkFq0DbMzSX06+dA1642D89LhZubvSHhUirVIJVqsbaW4OLy72eyzp1rorFRI2Kmb92So9NJ6NhR3A65uS106WJDr15/nSiXmyvMrLQnKcnIUKDVmjFqlCN+fsL+L14UZmdGjXp0tkTBvXstODmZM3y4MzKZltRUNfHxzkyeLMySlZUpuXRJALyTJolnzn7+WXB2mjPH67Hfud27BUeTl17yMsk7qK9X8e23grXdxx93RiKRoNHoeOONXG7flrFqVZCBTdeHVqtj1qwsunVzIDDQmjfe8Bcte+21PDw8rHBwMGfnzh4mTL9Go+P99/O4fLkeb29rzp/vT7du4mNs3lzK7t0VaDQ6li7twmefdRNdX2lpC0OGXKGgQM7QoW7s3dsPBwdL5s+/RVpaPV27OnLq1HCKi1sZMuQiK1Z04803jaTIF1/kUVVlxciRfnz7rdjp548/SjlwQMqQISHMmSO2U9RotOzfX/PQVUacDxAU1IGtW8uIj280JF3Hx3fkrbf6sGZNDitWZLBlSywymYrNm7NYuzYDd3dbkQPRX4WDgzmDBjkzaJAz77wDKpWOmzflXL4s5fRpBWfPylCpoKhITVGRKSmxYUMtGzYIz0tUlDWtrTqeecaZZct86NNHPCj39/ejoqKa0tIA7O0tcXGxJiurkeXLUw0SkZ07B2FnJ67kOGFCJ+bN6866dXf58ccsKiuFAfPixT0MLiIffWRMcmwLsJcvv8X58+V/G2CPHXuGigrTGc7/yfhHgWxABLAXLrzO9u15DBzoybvvRpoA7MdFS4uG48dLaWnRMHCgF6tWRWFmJkEqVdG5sz1eXrYiBk+n05GbW8DBg5dJTb2HWl1BU5MUqVRGY6MSnW4UMlkn0tLSaWjohJ2dGe7uNjz7bADm5nD3bj0HDhQxYUIAFhbCfl1drUWykrZJjo8D2M3NSiZPvmBgsH/4IYagIEfWrr3LRx/dQiKBpKQKrl6t4ccfs4iN9eKNN7o/ViJSX6/kxRe78PnnUX8LYH/22W1DkmN7APv991PadW/RM9j9+nkQF9fBALABzp+/RFzcAKythbYoLGxk2bJkamub+PPPfMP+R40KJDOzkqef7kZMjHikb2Fhxpw5vZkzpzeffRbP6dNFnD5dhFyu4dq1Gi5cKOXChVL69fPixo1SfH3tSUjwIyHBj759vQgLczfxDv4/ibq6Fg4dyuOPP7IpLpaSmSnoLmNjfVm4sC9jxwY9VtKi0wm2fObm7dvH/VWYmUno1s35odtOCC0tak6eLOenn3I5ebKcjRvzyM8XtOxffRUhkhZIJBKGD/dh2DBvjhwpY8mS2wAkJFzknXdCWLEiTKSd9PCwZv/+GKKjk7h0qYnBgz2YNUu4L/Pnd+Xo0TI+/vgOixaFGsqyx8e7YWNjRlpaE5WVCoOTQVCQPYWFcm7ebDC5JolEgpubFdXVgs2ej4+tIclOr5tuG1ZWEi5erKFvXyNwcXS0oLi4pd0yxnrLrEdZNTMzGDRIcDdpGw0Navr1cxGB7AsX6igqamXiRPG6Go2ObdvKqKhQ8O234qQsqVTFtm2CVOjtt8VJcteuNTB7dgYxMS5cvhzDvXsCGHucQ8T16w2AMYn00bh9W0jc6tnTFKTn5wt2XDY25u0+b3qWWw96m5uFjlrP6NbVaSgsVCCRSJDLtURE2GFrK27n5mYNSUkKHBzMRPfg/n0FKSlyAgKMz2FpqcBQBweLZSVHjtTR1KQx/F5WpqauTmuQ7FRVqeja1Y6AANOktEdDrdaRni7IUnr1MgKJoiLhHB+VhKSmtpCXp2bq1MeDbIVCS1KSHA8PG3r2NJ0xuHxZRlOTDg8PY5d87Fgr/v72jBghvi+HD8uwsnJi1ixHrK3NOHy4gbw8FR4edgYpzJ49jVhb2zF9upNI/15aqqK4WMegQc4i1rttSKUaNm6soVs3e156yTRJdMuWKiIiHPH1tSQ+3gWArVsruH1bRkCANW++aermsHFjmUG/ffRopOgerF1bzh9/1OHqas7Nmz3bnQ1YurSAtWvL6dfPlV9/DTMB2MeO1fDqq1loNDrWro3kzTfFUo/qaiVvvnmHggI5UVHO7Ns3ABcXS+bNy+Cnn8oYNsyfzZv7PPTtT6W5WU1ursywfWGhnK++yqe1Vctvv8WK2HGhEI+Q6DllSpCJhjwzs5HGRhWdOtnj5ye+93opU1OTOCFk7twefPNNDvv3F/Hjj9Fs3DgYa2sL1q/PIi/vPDdvPiMq1vN3w9JSQnS0PdHR9ixcKLjy7NnTxObNjVy8KEcjtvbHzg4CA60JCLBi/HhHNm/2JzKy/Rmv0NBu/P77bpTKnsjlSkpKpCxaJLiIzJwZzOefR2FnJyQ5fvNNJq2tGp56yo+bN2vp0+ewaF+entYsXdrTwGCfO1eOq6sVP/wQY8Jgu7hYtTsT3zby8pqYN+/Kw3oBXiQn/8dN91+OfxTINiY5alm48IaBwf5PADZAbq6UjRtLCQhw49tvB7TRE1oTEeHOlStNJCeXU1t7m7Nnkzh37hI6nQ5LyzcpLR3FM89Y8s477nh5uWBt7cKiRVKeesqV6upSNm/+F126uPLii7Pp0MEDW1tb1qzRUlTUwnff5bBoUftFBXx97bC0NOPnn2Mfy2BPm3YRhUKDr68tR46MICjIkfXr77F5cw4SCXz3XX+uXKk2aJraA9jp6XXMnHnRkOT4dwG2nsF+7bVQPvmkz2Nt+kaO9OXTT/vg7KymsrKW5ORmg0QkPl4MsHU6Hb/8sovXXnsZnU7HkiVJrFlzC6VSQ7duTsTG+hET40dwsAsnTuRSXNzEt99eYd68fri4GDvh3bvv8tRTXbC3t6JTJydcXKx49dUI+vTpgFyu5tatam7dqqG8vJn79+soK5Px++/Z5OY28PrrQsZ+YKAzffp44epqjb294JMqjNatsLGxwNHRCgcHSxwcrLCwMMPSUvinVmspL5eRn99Ifn4D1dVy9u3LMpStHzo0gOeeC2Hhwr4MGCBMyzY2Krhzp5LMzBpqalpISamhrExGebmc6uoWzMwskMnUhuM88UQnSkoUdOniRJcujvTp407v3u507myaXNU2bG0tGD/en/Hj/bl3r5F167I5erSas2cbOXKkgtWrI5g1SyiAUVZW9vA59GXcuI6MHu3D6tU5LFt2jy+/zOHKlVoOHYoWDQx79HDihx8ieeGFNBYvvsugQW507mwvSkaMjT3HtWvDsbY2x8bGnOnTO5KV1cyZM5VMmyY853qrtj//FPvT62PQIA8qKhTU1anw8bHF2dmSTp3s2tUf65nntgDcysoMCwsJSqUWlepRLaGctLRmEya7oEBOYmIt06aJP+yHDlVTWqowMKhgBLmDB4sZxeTkeioqFAQG2tKnjxhIbd9ehlZrzsyZ/vTvLwbP168LbHn//s7IZGquXm0iIMDBBCSXlQnJbZWVKgYOdH8syG5qUhMd7Wqwvmsb+fkynJwsRDZ2bUMiEcpB6xMfHRzMiYhwxMVFaGeVSnjOLS0ltLbqyMhQ4u8vHrA2NAg9u34bfRQWCoA6MFC4jzqdjvR0Jc7ORvcNgNpaNU1NGhwczAxyk6oqwS3C11f4u6ZGQ26u6i/LnesjN7eV8HA7NBqdCKCeOdOIVKqlb19xW2RlCczYX/lj37vXgkYDbm4W7VZdzcwUrrVfPxllZWVYW3uRna3CxkZiwhieOCFFKtXRv7/wfh85IgySJk0y3r+9extpbNQSHy9+JnburOfuXRXPPusskli1jYMH62lp0eHubmlIGtWHAGLLKSpScOyY0FcpFFr27Kmie3c7li3rZCIFKi1t5ZdfhOJtP/zQVTQjkpkpZ9kyQbr2yy9dCQw0ldL88UcVX35ZjLk5fPllVxOAfeeOjNmz76DR6Pjgg84mALulRcO4cbe5caORZ57x4eefI3FxsWTTpiLWry/E2tqMlSsj6NTJgY8+yqGkpJXwcEdWrTL2xd9/X4hKpWPKlI6igjplZWWkpDRgb2+Bv78tM2aY9s0pKfUMGuRNr14uJsscHKyJj/cVFVgD6NLFiQEDPFEqNVy9WsOwYT6sXh3D+fOV3LvXwAcfpPDtt9Em+/tPw9LSjGnTXJg2zYXsbAVPPVVMXp7q4blJqK8Px8Li75E53buHkZdXgJOTBqVSyzvvXKe6WsHgwd588UWUwUVk6tTEh85iPbCyknD0aInJvg4fHiGSiFhamrF9ezxPPCEAbPFMfMy/Bdjjxp2htVXD+PEBfP99DH7/i5LtfxTI1jPYb799nby8ZkOSY0JCBy5erCAhwQi0N2/O5uzZcnbsSMDMTDzydHKyYOzYjly6JGfr1nN07GiGi4sz1tZWlJdXUVNjx7hxx4mKusOECVEsXPgu3bpF8uKLl9m16z579qhJTZWzY0cU6elqTp6s5ORJGcHB/XjxxeG0tJzjm282IJU2I5XKkEpdqamZhU5Xy8yZCpEhvz5efjmUkSM7mlRNAnGSY0CAPYcPDxcx2F5eNqxbN4A7dxpJT6/7yyTH8ePP4uFhw/jxAfz007/3wb51q4YJE84ZGOxHAbZMpmLWrCQDg/3pp30ICXGmpKSSpKQKNm4sw9LSjIULu7NkibisdXLydWpqapky5UWmTDlCRUULSqWG6dO78+mnA/H2tufLL6/w9ttnaG1VMWlSGO+9FycC2GfO3Of55w8QGOjCzz+PYejQzsyff4bychkSCYSGujFyZBBeXvYMHerHa69FoNFouXq1ggcPmlGpNNy7V8f9+424ulqzb58Y6AkVGI0sxKPe2v37e3P9urE66IAB3uh0OkaM6MykSaGMH98VT09jJ7pnTzaTJxtN+QMDnbl/X2wtp+/E1Gqhqtb9+1Ju324iJUXQZQoVSWvp1s2JJ5/05emnOxIX52XCsLSN7t2dWb++P2+91czcuWmcO1fN559nc+pUDT/9FInyofVGVVUrU6bcYN26nrz3XjcGDvTg+eevI5WqGTPmMidOxIncAmbO9CM5uY7Tp8t57bVbnDgRi0QioXNnewoLZdy+3cDw4Rc4cCAODw9rIiIc+PnnAvz8rA0gu3NnYwe0d28JEyeKn9vSUhVXrjRSX6/vHCwoKlJRW2sq/3B3tyIhwU10jhKJBCcna+rrVbS2ikG2Xov9KJOtP5arq3E/dXVKSksV2NmZExRkZ7hHyclSAgMdiYkRg9j9+6sID3dm2jRvE/nE998/oKZGxejRpkxiYaGCuDhX4uPdyMyUotNJcHa2NAE3SqWSe/ek5Oe3YmlpLqqYqQ+FQsOePZUolTqTKowAmZkCwxoR0b5298YNKWlprYbEx6wsBRkZrYbZCaXSEkdHe2xsLFAqBZ2nlZW4LRsbNSQkONGhg7g7qqpS0aOHLd262T78WwDTLi7mIu32/futJCQ44eNjaWjHwkLlQ09hYb3aWoFhb8sUPy5u327h5k0l48YZr7m5WUN2diuWlhLCw8WgVyKB8HBbunV7fEJldnYrvr6WRES072xy7pwKR0c7QkM1KJVKMjMVuLiYERlpI2qvlhYtpaXCAOKJJ+xRqXQcO6akRw8Hxo8XAHVZmYqSEgGg6xNB9bF7tzBAmzHD5bHneuFCM9bWEqZPN5UknDrVQFGRgqAgG558Uhj87dxZyalT9YSH2zF5sqfJNkuXPiAlpYVXX/Vl4kTjcpVKy4wZ+fj72zJ6tDPjx5sy6wUFrbz/fik9etjz6qs+JkWAmprUPP10Fi4udowf78Cnn4oTi7VaLTNm3OHq1Ub8/a35/vsI3NysuHGjiW+/LaNTJ1s++SSU/v1d+fPPaj75JJ+gIFt27uxteJ+uXWvg66+LCA115Isvuon2r1Qq2bWrkORkDStWhGJjY9pfnj5dQ2JiI88/b5qP09ysIylJSs+eGpNlQ4f68fnnWZw7V82wYT7Y2lqwY8dgpk27QGJiPTk5zYSE/LW96n8SoaHWXL3amYkTS7lwQU5Cgt3fBtgA3br1oLCwmH/9K4AbN+oIDHSgTx8PtmyJw9bWgqSkCgPAnjWrC0uXRiKXq9m9u5CCguY2+3EmNNSJTz+9zcGDDwxJjnqALbiLCNrs+fPD/lIikpvbyNNPn6W8XGCwv/8+pt1B7v9k/KNAtl4i8uuv+Vhbm7F371BiY70Mo6F//as38+eHAZCf38yJE6XExx/n+PEnRJ1uc3MR16+XU18fwLJljURF7aO1tRSpVE5UVBQODglkZvYgLy+SYcNG0LOn8DH67bdBzJ3bjQULrmFtbUZs7HG+/XYAa9Z04bvvStDp4LPP8oAAYmO/YcIEF959txtpaUlMmXKC5GRbJk8+zIEDI3FxMe3UHgew33svxSAROXBgGEFBjmzalG2QiCxb1pM7dxrbVEAaxPDhYreCjIw6nn76LPX1Svr39/xbAFvPYEdEuODpadtukuO0aRdpbFTi52fHvn1DDRKRpKQKVq/OpKBA8Bl3cnLi+efT2LIl0jBduHr1ehYteot169LYvTsLFxdrzp+fyODBAWg0WlavvsbHH19Ep4MpU3rw1VdD6djRifLyZqqq5Pj5OeLpaUdYmAd379YwevTvPPFEEP36eVNRISctrYqsrDpUKomhmAfA0KH+lJXJiIz0YNKkEHr29MTZ2YrWVg1FRU3IZGpkMhUymQq5XPDS1lcJ8/a2Ry5Xc/u2AMZv3arAzs4cV1chKcrKSsJzz3XDz8+ea9eKSUwspLVVjZubHbdv11BaKkz9OzhYIJWqKSxswsrKnA4d7LCwsKBrVxdCQlwJDHSiTx8vwsJcUasxlAXPy2uivLyVtLQmsrKEf2lpdRQUSJk3L4Q5c7qYZL63jZAQR86ciWPHjgesWlXArl1l3LrVxIYN3gQE2PLRR/c4d66a2NhE9u+PZsgQT1JShjB8eBK3bjUyefI1jh4daAD0QvJpKH/88YCTJ6s4cKCMCRM64uVlTWGhMB176VIN/fuf5sSJBEaP9mbBgnROnqxErdZiYWFGRYUxSfGNN24zfLiXyN1ED3T1wFff0emT7tqGhYWEixfrTBhNrRZ0OomBedVHp062WFlJTDSiTk6WDBzojru78Tyys2UMHuyGp6eVAZRnZcmRy7WARKSr1ul0HDhQw4MHrQwZIgYXSUn1VFYq8PW1ZsIEMchWKLTs2lWJXK5lzx5Xjh+vwt3d0qRSoj7u3BE6r0c9jvWRmtqEUin467YtBqKPjAyh6NGj7KE+9PINfTKhcfAhtK9MpqG5WYutrTkKhZYBAxzw8REfp7ZWw8WLLcTHi4+Rnd1KZmYLnp7CvnJzW+nY0RJ/f3HRjezsFi5ebOK554ztWFysRKvFYFdWW6vB3d2awMB/7yySni4w05GRtm1+k9Gzpx1OTuYijbJSqeXw4QY0Gh0hIY/fd2qqkrIyC3r0MJXkNDdryc1VYWEBgYHC+V67pqGhwY6YGHGbXLum5M4dK2Jj7fH0tODSpRbq6nR4epoRFCTcg+PHWykqsmHqVDscHY3f8Lt3FeTnSxgxwplRo9p/XsrLVWzZ0oqrqxMTJ5q6IH3/fSXh4Q68/roXZmYStFotX34pWOm9916ASSXGGzea+fXXaqyszHj3XXFZ+K+/riAtTU7nztZ88okpA6zR6JgxI/+h5t+VefPEbKVOp+PVV/PJz2+lVy971qwJNZECff55KbW1GtzcLDhxoje+vsJg+rnn7lJYqODNNwOYOdOf+noVL72UAcArrwTQs6ez4RjvvpsFwIQJ3gQEiAdYxcUtXL3agI2NMy+/bOpGotPpSEoS9O3x8aaDFv2MWnvvnt4bPzvbCED79PFg4EB/fvmlkO++y2b9+iiT7f5Pwt3dgpMnA9i9u4mEhP+sArC9vSOenh6MGOGAXB6Bv789EyYEYmZmZmCw+/Rxp2tXJ0OS47FjxSKADfD00wEGzObvb28gBLVarcG+T6/N/nca7GefPUeHDrYEBTmye/eQ/3WADf8wkL1ixW22b883MNhxcR34+GOjYL5rV+MHbuxYf378MZu7dxuRydQoFI1cvHiFP/44TEbGPV599XWOHnUiM9MMX98P2bixj8GWqrVVzXPPJXLkSDFDh57k5MkRxMQIbgLx8R24fn0My5bd4urVGubPv8pHH/UkJ6c/yckN/PabLWfP1iCVKvnkkzts2XKfn3/ux6lTvYiI2E1amjN9+84kN/eACcP+aLRlsJ98siMrVvQ1MNgrV96mZ09XXnophLIyOZs2ZbepgPQowK5nzpxk7O0t6N/f8z9OcvTysmXjxoGPlYgIBX6GGQD2oUNF/PxzDlotLFrUg65dPZg5Mx2tVvAFjo62YPHij6mtraNv32cZOXIfAL/+OobBg4WP8bZtmbz3XhLdunny449PMHiw8QO3ZMl5tm/PYOvWsYSHe1BTIycoyIUePTw5fDgXgMBAFz77LJYuXdxobFRx504NWVn1ZGXV0dysIiurjqysOvbsySEuzpdLlx4QGOhMTIwvw4d3ZsKELgQEtJ9olpJSzrPPHqKiQoZSqUatVqNQKB+WOBfY5qgoT1JSygzbDB7cmevXjQx4ly5upKXVodPpUCrVaDQaiotbuH+/mVOnBK1uhw6O1NYq6N/fiyFDfJk4MZiZM4ORSCT8+KOWq1drOHGijMuXq3nwQM6SJWl8/HEGH34YwYsvBokqGLYNiUTCjBmdGDjQg/Hjb5CZ2czKlTm89lonvv46goqKVg4eLOeVV1JZs6Yno0d7c/RoLNHRFzh5sorvvstj0SJj+W4vLxtWrAjjjTdus23bA554ogNSqTjJ5v59GcuXZ7J790AmTerI7dsNXLpUy+DBnvz5p7GCZmWlghdfvMn+/dGGDrV7dwdqahQGNxFLSwm9ejlhYSFBo9GKOv7HAXA3N0ssLCSoVGI/7OxsGTk5MhNGR7DGahLpR3Nz5Vy4UMeUKUY3hnv3ZDg6mtOrlxgspadLKS9X4ONjRf/+4udo3boSGhth1aogkwIkyckNyOVaIiMd8PGxJilJSm2tObGx7SdCZWa2EhDgzNCh7S+/dUvGoEEeJiy7PhQKHV5eVvToYQqy1WotgYF2BATYGDTZfn42ODpaGBxbdDqwtTXDzs6clhYd164piIoSf1vq6vSe7+Lfi4sFAK/XZGdltVBaqmLoUHF75eQIoPhR1w5nZ3P8/IxykdpaTbu6+0ejqUlDv3529Opl3N/16zLS0uS8/LKYqc3JaUWt1hEcbP2XRT/u3hUGij16mALxu3eVBARY4OZmjqWl8Fymp6sACeHh4tmH5GRhRql3b+H3q1cVmJsLrLY+TpxoASTEx4vbY+9eKY2NgvvL49rht9+a0GohPt5elIQKUFqq5M8/GzE3lzBpkvA8HT/eAAhe3ZMnm/rob9xYSWCgNZMmeRAUZLz2/PwW/vyzAYANGzpjb2/adps2VXPlihRfX0s2bAgyAdC7d9eSn9+Kvb0Zu3eHYmMjvqYLFxpZvvwBOh0cPRpBeLjDwyS6IgoLW4mKcuSrrwSbwfffLyA42IHOnW1ZtMiYA3H0aC06nQRvbyuWLDEtIHTkSDU9ezozdmwnk6RmgLw8GZ6e9vTu7Ur37qYDm5YWLXFxniJPfX0EBdnTq5eLiRf/woXd+OWXQnbufMCXX/Y0uHi0V0fgvxJWVhJmzGj/e/BX0dTUQENDI56e7rz9trE/bisR6drVia+/7oeZmYStW4VS6QMGePLEE76cP1/BzZs11Ncr2LgxB0tLM4Mdn06n48MPb3H7dp2oAM2j8j59tE1yDApyYseOBOztLcjLa2Tx4hST9f8n4x8Fsr/55g4DB3rx7rsRDBrkzY0bdeTmyrC3t2DTplhGjTKOerp2dWH06GCuXKlh4sQp5OcPxMurI2+99RQHDhzBzs6BBQuUTJt2nd27S5FKNRw6FIO5uQQbGwv27RvCjBkXycpqYvz4ixw+PNhQxc7CwpwvvoiiSxcnXn/9KklJlfzwQxYLFoQxaJDADly6VM2CBbdITa1ny5YiFizoyssvh3Hw4C3k8jhKSsoJCHi8zkhfKv3KlWrc3MxRKo8SFDRYlOQ4e3ZX7t0TGOz+/T14++3wv0xynDSpE+vWxfwtgL18eapB49Qegz1//lXS0+tMKmgeOFDEyy8n06ePNVOnBjFypD9z5txDq4X33gvC3DyD2NhlTJv2HNu27SYh4SDOzrbMndubsWOFD6JMpuTDDy8B8OGHcSKADRg+Os3NCjp0cAAkFBQ0MHx4IJ9+OohNm25x/34Dv/ySQVZWPX37duC557qxcOEwfHwcaWlRce9eHRkZNaSn11BXJyctzZL79xsN/2bPPsHgwf7MmBHOxImhODkZP7BRUT4UFb2GTqejrq6VykoZN26U4+5ui0ymQipVYWUFSmXvh1pkC1xcbFi50oqLF4u5fr2CiRNDGT06EFtbocqkXK6mqqrloba7kezsBlJTa6mubuXy5QouX65g+/YinJyseP31bkyfHkx8vBfx8V5otTr+/LOMNWuyOX++ku++y2HlyiyWLu3OW2+FiJJ42kZwsD1XrsTx6qu3uXcvhyVLMnFw8GXv3mgWLUpnz55SJky4yp9/xjJ4sCcHDw7grbfSWbw4k8hIZ0aONLKwr74axJ9/VnL4cDmrVuWYJCX27evKokWhAHTubMcff5Ry8GCZCcgGOHiwnDVr8nnrLeF5aG3Vcv16o8EGTiKRkJnZjFqtQ6MB8zaPs62tOQMHuhu8u/UhlWqoqVGZlAJuqyluG42NAjBs2wHqKyPqK0gCpKU109ysITJS3IkeOlSNtbWEF17wEUlRyssVHDxYjU4n4fnnTa3TTp+uJz7elVGjBNY2ObkJkJgAdRA63YwMGQ8eSESJnuL9NZCYKOPFF01twZqa1Pz5pxRrawtCQkyT+u7fbyUpqRl/f2usrc1QKrWcOiWUfu7Qwerh9WhpaTHDxcWC8nKhzeztxZ2iVKolIcGe8HDxPamtFZ4FvdtGTo7Ypk8fgvbYmR49hHPUanVcuaJAqZTg769n2IXp+L8jFzl2rInCQqXofATfbIiKEt/HnJxW4uMd6d79rwvc6HRmBAVZ0b27KRDLyNBSVGRHfLw10ABAayt4eJgRESEGWCUlOvz8zBk4UGiTw4ctsbb2ZMQI4fgqlY6GBnB0lDBqlJiJvHRJaL+JEx+fq5GSoqJTJ8t2QdYff9RiZiZh/HhXg1xn7dpysrMVzJnjYwJ2Ll9u4uefK3F2NuPdd8XEzuLFxSQmNvPmm16MHOlicqzc3FbeequUsDB7vv7aDzc38X2rrFQxb14RdXUqtm0LNnkmamqUzJ9fgFYLH3zgx+jRwvuydWsN69bVMGyYOxs3dsHa2oyTJ+vYsKEcGxszbt3qa5i1Uqu1LFlSwL17LaxbF2ICdmtrlRw6VINSqWPFis7ttuepU7Xcvi0nNNSpXRva9HShgMzChaae4i4u1qSlyWhpEW8XHu7MlCmBJCXVc/BgJQkJbnz00V2cnS357rue7Z7H/0acOnWM3r0jcHQ0Pl/nz5ezalX6Q3eZLgYGe+vWXEMlx7Fj/Zg3Tyjq9957N9mxI5/ISFfeey/SkOTYVpv9228JDB/ekbo6BRMmnOOll7oyY4ax/fLymli27KYhyXHnzkEPAXYTY8eeJSjor3OV/rvj3w/r/38UQpJjhCHJcceOQo4fr2LmzFARwAZwdbUiL8+M+noHvL1nYmExEj+/WH74IZzSUmEdNzcrvv++F25uVhw7VsGnn94zbG9pacbOnQn06OFOVZWCUaPOk5FRLzrGnDkhbNw4kHPnKli8OIUbN2oMy+LiPLl+fTjTpnXm999L+eCDO7z3Xl8qKryRSgczZMg0kpOvt3udegZbrdbi4WGBVruZ5OQTfPddJidOlCCRwNq10RQXyw0SkccB7Pfeu2FIcvy7APuZZ85x+XI1L7zQ5TE+2Ins21dEcLCjCGAfPvyAl19ORqPRMXSoN2PG+DFjRjK1tdW89pofr77qwRtvvM+ePTv59tv1bNqUQ3p6DRKJGcuWGS38rlwpJzzcg6gob55/3jRR1MvLkUGDOmNra4W/vxN7907Azs6C0tJmhg8PpKBgHp9/PoSICE8cHCy5ebOSzz67Qvfum5k48SA3blTQu7cXs2aF8/XXg9iyZRQNDQtIS3uB9etHEBHhiY2NBRcuFPPSS38ydeoR3nsvkfr6VtF5SCQS3N1t8fKyY+7c0yxadIGmJiXTpoUxY0YkL73Ui+nTI5g4sTvDhwcSE9ORs2cfsH9/DlOnHsHT83s+//waxcXNeHnZ0aOHO08/HcTChb3ZsGEIN25MpK7uRY4eHc3bb/dEodCSmdnA669fJTLyEN98cw+VSouZmYTRozty8uRQrl9/guhoD6RSNUuXZjB6dBIXLlQ/9n47OFiwfXsfYmKEqnJjx14mKamGb76JZPx4XxQKLePGXeH27QYGDvTgmWeEgeGUKddFVknm5hKWLBFA9Jdf5uDtLbBpXbs60quXByNH+tOvn9AR6guvnDghSEZOnzZNeNQXaQHjVKveVk9oe+G/j1ZqNDeXcPlyo6Hktj704PpRIsjd3YZu3ZxM/MA7dLClTx8XUaGalhYd8fFuhiI3ADk54rLg+jh2rAapVEtMjIvo9wMHqujSxZann/bA11cMyHQ6Hbt2VZGU1ExCgiulpa24uJjj729NZKQpCK6oUKJU6nB3tyA01HTqV6fTcemSIJNqzy85PV2QLoWH25tcPxjLlnfrJuy7uFiBTidIR/TfhKoqvf+1xUPWzp7wcDGbW1ys5OJFGbo2IxypVENZmZrycrUBGMtkWrp2tTGRZVy5IiMpSWYA1JWVapRKHR4e5gZAX1Ghfgj+/xpkNzdrKCxUYmUloUsXY/urVDp697YzSUJMSWkhKam13TwafTQ1aTl2zJySEgdCQ02Z7JwcYQAQGiqcm1Kp48QJS+rqHAy/gXC/9u41o6TEngEDbFAodFy/rkEuNzOA7pQUDefO2eDr60anTm39oTWcPm1Ojx7OogIqbSMtTcnvv6tpbrZlzBhTC741awTA/OqrAmOdnd1CYmIjdnZm7bqQrFghJLS98YavSFZ1/nwjBw7UY29vxnvvmRJJggzkAQqFjqgoB5NCPAALFhRSV6dm5EgXZsww1YHPn/+AsjINzz/vwccfC7Of9++3Mn9+ISAMboOCbJHJNLz9dh4g2BF262Z8j7ZsqeDePTlBQTa88orpeW7YUIpSqaN/fyfCw9sHbidPCt/WR/3x9ZGfLwzegoNN31/9RPajHv0AUVHulJQoOXOmmuZmNVu3PuCnn+5TVtaCTqdj/fp8XnvtVrvH/J+KP//8k+HDEwx/6xnsa9dqmDevuwhg//FHISBUcpw3L8zAVG/alINKpWPJkggDwF69OpMNG8QFaOrqFIwff5bbt+tYt+4eCoXwDukZ7JMny5g+PcggEWnLbP87hcB/d/yjQHbbSo5qtZajR4WOeNYs02keoSSqI2ZmlSQmdmLHjgGAOffvyxk06CLFxUIHEhzswL59AwgPd+Tnn/M4f76yzT7M2LIlhnHj/KivV/LZZ5lUVYmB1gsvdOGNN7qhUmlZsiSFlha1aPt163rj7GzJuXPVFBTIGTasAxqNGc8//y0vvjif3NwC0f7aSkQKChpQq3/m119XI5HE8a9/3ebatWo2bBjI9OnBjB3rT4cONn9ZyTE1tZZZs7r8TYlINbNnXzIkOa5Y0bddBlsvEfn++xgRg/3WW9cICnJk0aIeTJkSxHffZVFcLKdzZzs+/jiEzZt/Y+TIIQwe/ARVVXIuXCjGzEzC+vXDsLMzsgiCBV8JY8Z0aZcdqK1VkpgoeEADxMcHMHduH44dy+Ozzy6xc2cmS5eeRyZrpazsdfbvH8/06WHIZGr27cth0KBdTJt2hMTEB6J71a2bG3Pn9mbDhieoqJjH5s1PMmiQP6mpVaxadY3g4I18+eU1WlvFLG1+fgOennZkZ9fxyisnmTLlCCdP3m+3jX/8cQRffz2E+Hg/dDpYsyaVnj238957SchkppZ0zs7WjBnTiW++GciDB5P4/fdBJCR0wMPDhnfeSaVfvz9JS6szrN+rlxuHDsVz5sxgIiOdqalRMWxYEl9+mSMCOW3DzEzCO++EMG6cD126ODBt2g0yMppYt64nkyf70aWLPdOnp1BTo2Dx4q74+9s+dPo4ISpnHBvrzrRp/vTp40pkpCc1NePZty+OtDQ5a9feN4Dk6Gg3nnzSh6IiJTdvNuLkZPlwBskcNzdr3nqrC9u3G7WIvr7WhIU5oFAYeyO97KO+XmyNpX9e1WrxtXbqZPMQCIt/z8trJSurxWQ6OyWlmdRUmcgnOzVVSlJSs8jVRKnU0aGDlQhk19QI3tPW1mYMHWrUvQrVH4vJypIze7Zpp56a2kxRkSAxiYlx4ty5BlJSpISH27Wb1JqeLkcqhTFjPNudRs7JacXPz4GnnhJP5bdd3q+fIwMHtj91XFSkICHBhdhY5zZ/uzJsmNvDa9fi7W2Jn58Vrq4WVFWpuXRJRnOzGDVUVAjfRG9v4zteUqLCykqCn5/Rci8xUU5ursbE8SIvT/jm6h1HSkqU9OxpQ+/exvWqqtTodP+eyc7KamXQIAfGjnUySIRaWrTs3VtHerqcHj3EIDstTRhItpWWPBqZmcJzHR5u2W4imUwGISHmdOsmnFtZmRaNBjp3lojsDouLddTU6HB1hcBAM27d0tKpkxkREWa4uekLggjfvMGDxdd54oQCkNC1q5WJ77U+tm0T+rwpU+xM1jl3ronCQgUODuYMGSLMinz/fSWOjla8/XZHkQsLCNKemhoNUVEOvPWWkcUWknor6d3bjvfe8223xPeePY00NwsE0urVpprbkyebuHNHSY8etmzYEGjybB8+XM+uXbW0tOhYubITFhYStFodH39cjrOzOZMmuRnsCz/7rILGRmsmTPDinXeMx5LLNaxZU018vCsrVgSZyGtaWrSsX19PRIQzzz/fvnOZVKrmypVW4uI8ePJJU5Dd0qJBpZIwaJCHoaJp21AqtcTEuNO/v6k2ftgwYX8ZGc2Ehzvx7LMC4bF1axEPHrSwaFEmGzbcZ+fOB6Lt9Jab/92h0Wg4ffoCw4YJIFuh0PDmm1dpbdXwwgtdWLasp4jBvny5iu++62/wwV62LJWUlBoDkB492t/w+8qV6URFuRskInV1CpYsuUFGRj3BwY4cOjQMa2tzg4uInsH+4ot+BoD97rs3qK1VEBfXgd9/H/w/0gaPi38UyPbxkXHuXBIbN/7K0qXf4ejoiaenL8HBdrS0tHLsWDZLlqSyf38SR46c5KOPXmfw4A5otfDFF1mcPBnHoEEe+PvbMmtWioEFGzzYk8mTfSgtbWHOnBuiSnKWlmbs3h3HpEkB7NnzgNdeu24CVr76KopRo/xJSZGxaZMYNLu6WrFoURdiY93YseMB06Z1YuBAd5TKTnz88Qc899wcampqDetv2JDL7dt1ODuDVvsLGzd+glxuh0oVZmCwJ00SspgjI91ITX3aBGBnZholIoMG+bBq1d+16TuPubmEKVMCH8tgnztXTlSUO4cPDyc0VCwRqa9XMmFCJ5YujWTHjgfU1WlwdbVi69ZYVKpWNm78lffeex+AtWtvcezYfZ55JphRo8RZ2XfvCqCxR4/22QH9QKYtMF+yZCC2thYcO5aHu7stbm62HD+ez/vvn+eZZ0JYv34kRUWv8uGHMXh62pGeXs3gwb/z5ptnkMmU6HQ6Ro7cw4wZRykra8bZ2ZrZsyO5cGEKBw8+w5AhAdTXt/LDD7cYNOgP0tKM7OuAAb7k5b3Mzp1PERHhyY0b5YwevZfvv081OffgYFcWLuzHxYtTyc19mUmTQlGrtaxadYOXXjpFVla9yTb6sLIyZ/LkQBITR/H5530JDHTg9u16YmJOGSo86mPYsA6kpIxk3DhftFpYsiSTefPSREVa2oaTkyPLlvWiZ08nyspaGTv2MtXVCrZu7Yu1tRmZmU1Mn34DMzMJy5cbM/A7d/6Tr7/ONTANK1eGc+uWlC1bSsjKkhER4cTQoR7IZBo2bxY6BDMzCcHBDigUOvbvL6eg4Amk0nE8/3wAdXVaAgLs8fc3dkpWVmbcvSs1dCAPHhhZ6mvXGkTXYWEBvXsbLef0kZenIjdXZeJPrh+otQXZra0alEodlpYSkQ5UnwTo5yeAbK1Wx+nTjVRWagkJMZ7v+fP15Oa2MGKEm2i/qanNZGXJ8fS05IknTDvWAwfq6NHDkZdf9sXMTMLp08KzMHKk6boAaWk6mputTQqD6CMpqZm0tFZsbKzbBeHJyXJu3FA/1sHgxg05Fy/KDH7mWVkKLl5sxdzc8mF7KMnKEu6JmZmEmpr2HT60WoiNdSQgwAi4iotVKJVmBhmATqejoEDvkW0cxNTXq/Dzs2LwYEe8vIT9FhYKpdzt7Y3fYY1Gh5ubOV5ef/2dy8xsJTFRKvq23bkjR6uF0FBbE92vVqsjIcGBnj0fD7JzcrQMHGj9UA5iGufOWZKTY0+XLlY4ODhQXe1Av37mxMSI2ykzU0NMjDkjRlggkUhISoKcHGsGDjQ+y8XFOvr0MWPoUPF1ZmSoHkpI2vf7V6l0ZGSo6NfPkpkzTQHf8eONdOhgwezZnpiZSWhqUrN1azW1tRqee870O7x+fSXXr8vp08dJpO0+erSB/fvrKS1V8tZbpuBUKtWwcGEZKSkKvv3Wz+RZUSq1LFhQTGamghkzvOjc2dpk+61ba7C0lLBypb8h0XXz5lp+/bUec3NLfvhBKKCTnd3K119XUVam4d13O4kGqmvWVHDnTityubmhomXb2LKlmtJSFY2N9sTFtQ+yjxyppaZGjVZrbiJPA0hLa6KgoJXaWnW7CXkVFUquXGmipERpsiwiwgkvLytSUxuRy9W8805XwsMdWbcuHz8/W777LhKARYsyePBAYMu3by8mOPgsBw+Wm+zv/zTu3UtHrVYRFibk4pw8WYKFhYQRI3z4+muBwd61K58lSwQ99IoVfZg1q6tICnL7dh2//ZZgYLDb5tMtWBBuANjjx59l794ixo7158iR4fj42BmY6oAAB+LiOpgw2OfPVzBxYid+/33w/3ry4z8KZE+d+hrffbeR7OwCOnRwoKTElupqZ/z94wgKiuKVV+6xcaMt33yTzG+/7eedd97k4MFZ+PnZPgRg5ezdO4Dy8hbOn6/hp5+MgPi998Lo2dOFwkI527YVio5rY2POV1/1xtHRggMHitmx4/4jyy145ZVQmpvVrF6dbeJg8MILnUhOruO330qIjnbn8uVa9u0rZe7ct0hIGMiGDb8CcO1aLZ99loVC0Upg4AUOH/6ZoUOfYPbsnWg0HsyZE8L06WILo0cN6/UMdmio83+pkmPPnm6sWRNtYtOnT3K0tDTj++9jDAB7//5CfvxRKBKwaFEPliyJYMeOfFavzuPChTq2bRtIQIA9y5evYsSIwfTq1Y+mJgU//JAGwMKFptnTLi62DBjgS2Bg+wybq6stsbF+Ip20p6c9c+f2pX9/P65dq+Dw4efw8rLn1q1qDh0SkiF9fR355JN47t9/hWefDcXCwozvv0/liSf+4MiRPK5dK2fHjruEhPzM2rU3UakEANa/vw9nz07mzz8nERLizvXrFQwYsIvvvks1DLgsLc2ZOjWMW7dm8eKLEWi1Ot588wxffWU6KNNH587ObNgwgitXphAV1YGTJysYMeIIDx40t7t+2xg+3If09NG8+WYokZFuTJ9+k6VLM0XHsrQ0Y8WKHhw6FI2HhxUXL9YwffoNtFrT8/Hw8MDT05Off+5LdLQbDx608OGHQnGkPXsG4O5uxalTVfz8833mzAk0gEepVMOiRRmEhZ3hwoVqAgLsWLBAmFn68EMha/+ttwKJj3dj164Sw7Gfe05gv1JSGrGwEFjshASBfUpKqhOd26PuIl9+aSxS9OWX+aJrNjOTcOtWM/n54qpfeua7rfZaodBibS14bre1UdP7cUdFGSuD6nQ6bGwsGDjQxQCyi4sVtLRo8fa2ErkHnD8vgONHkw1PnaonNtaF6dN92mWmDxyoIzOzlYQEF3Q6HQ0NGnr2dGD48PadQ0pKbFEqHUlIaF+PfemS8BzFxbUPolNThc750eIr+sjMFJbrtdB6v2i9JCIvTwDFevCrUukYNMiB4GAx0EtLU5Cc3CLS3RYVKREcWYTnqLxcTZ8+9sTE2OPsbC5aLyOjhepqteFePHgggJK2oD09vZW6Oo3BN1sfarWOpUtL2by5Bp1Ox717wjWEhRmBa25uK4MGOTJ8uLgdKypUnDzZTFqa3ODs0V5cvgyXL1u36wGt0ejIyxOevS5dJHh4eJCT48GNG1Z4e4vb6do1DVeuaOjcWXg2rlwRtouJMTPsa8cOHamp5sTFGa9Trdbx669SZDIlI0e2D7JPnWrl7FkFUqmOfv3E61RVqfj++1rq6iS8+KIAOA8cqMfGxoyEBEeT4iQymYZffxWkka+/bkyG1Ol0fPqpoMV8/31fHBxM+53PP6+mrExNv352TJ1q+lz/+msd2dkKuna15q23TBMtv/iikgMHmhk61IU33ujw8PyVLF4sHHfVqo5t9OS16HQ6XnrJnQEDjM94ba2aH3+serg/f5PZUrVax++/C9+gN98MwdPTFIQDHDsmrPP886bnCXDlSgOAqLx82ygqEp7FTp1MnxszM4lhtqG6Wkl0tBtyuYaKCgXXrtXx8sudmTOnM5aWZrz6aho6nY60tCZaW7VMnHiTnTtNvan/T2Lnzl8ZNWp4m++h4OQUFORkYLBff/0qPXq4sGJFHwOD/fXXmQYgvWWLIAXRA+8TJ0pxd7duw2C3MmnSeQODvWpVlAhgV1S0YGlpxu+/Cxrs3NxGpk+/SEVFC3FxHfjqq/7/V9xF/lEgOy/vPhcvXmHz5h18+umX9OoljLCPHEmlqamZDz54GoD4+PmcOHGW+fPfxdHRko8/jiAxsZ7ly+/h4mLJmjVC8sCXX+YYPJAtLc344Yc+dOzowJIld2lqEk/dd+rkwHff9SU42IHffy82MHf6GDeuI926OaLR6Dh3Tqwx9fOzY8AAV1paNGRnN+PtbUN9vZLcXCleXl5YWQkfhZUr7wIQHW1OSsoZYmOHsGfPTrRaQXMWHFxHZeXj9bV6gF1Xp8TZ2ZJt2+L+FsB+6aVLuLtbPzbJcdasJBoblYZKjm0Z7FdeuUxqag0ff9yLpUsjOXmylA8+uAnA6tX9Hrqx3OLkyfOsWfMDAKdPl9C7tzdDhwYwcKCvyTlduVLJtWvVBhBdWiojK6vBAKYePJCSnFxpksQ2blwI169XsndvDgMH+vHuuwO5fLmcd945j0JhnJ2wt7fiX/+K48aNGUREeNLYqODFF0+we/c4xo/vikym4sCBHIYM+Z3iYqEQhEQi4YknAjl0aDyvvRaJUqlh9eoUli1LFoE8c3MzPv00nu3bx9CpkxPffpvK1q13/vIeDBjgQ2Lic4SHu1FSImPkyKM0NCgetr+U5OTz1Naa6pYdHCxZuzaK+fO7YW4u4fPPc1i8OMME1I8b58uJE7GUlLSyb18Z77yT8dhzsbEx5+DBaIYP92LTpkJWrMjG39+O7duj6NHDiTfeuM2dO01ERooBZEGBjA8+EK5zyZJghgxxJzOziUuXahk9ugP378u5ebOJ8+eFzjk21o0+fdw4d66B1FShjePi3OjVywmFQie6hg4drPHzs6GxUUl5eSs//2ycIr16tZ5z54y5EPoO89GBRI8e9vTu7SgC2Q0NaqRSLXK5OGu/ulpNeblKJHuorVVx86aMO3daDM4aubly+vVzJDZWDM5qa1X4+FgxaJCL6PetWytITpYyfrxpp5yf30JurqDBTkhwIienhSNHGikv1xpAbtuorFRx9GgTOp35Y0HyrVsK+vRxICHBFGQrFFpcXMyJjrZvt0KhRqPDwsKchARnwsIEECCV6khIcDJIKj7+WOjIU1OFmYWsLIElfrTiY1mZ8C1ta+23aZMAUEpLhWX376tITtagVosBoL5gTVtGUypVM2CAHSEh1oZz1e+nY0cxyC4uVvL555V89FE5EomE5mYNCQkOIj/rmzdlJCY24+Ul3vbWLWNVyPZka/pISxP6gt69Tb+1p06pUT/89Dg4CPu4e1d4Nrt3F+8zLU378HjmD12HIDgYYh6mq9y5o6O5WZCZ+Poat71xQ0lzs44uXSxEOu22oZeKzJplZzKrsW1bHSqVjieecMLf3/qhTrachgZ1u2z07t21uLubM326Oz17Gp+9c+eaqK9XM2yYE6++aqrhLitTceKEjJ49bVizxtekTRsaNLz7bi2RkY58842fiYSjsFDB6tWCnHP5cl9DAuPSpZVERNgyYYILkycLwP3UKRnr18sJDXVh5UpxgvGXX9bR1GTDnDneDB9uSuTs2tVEUpKOp5/24pln2p9FKitT8vvvTYSHuzBpUvsg/OzZJjp3dubJJ9sH4ffvK4iP92TAgPYH0Z6e1vj4WNPUpEIikfD0075YWZlx7VrdQ+vUMJqb1fz5ZyV//FHK6tVhfPBBVzQaHT//XMjmzYXt7vc/jZaWFn75ZQdz5kwz/Hb9eg1SqZqePV3Zts2Y5Pjss51FEpEVK9KJj+9gANJtme3CQqmhwqPAYJ9Dq9XRrZuziMFeuPA6DQ1KgxTE3t7yoXTkLEqlhief7GhgsIXZxdL/luv+u/GPAtmPRt++7tjZ2VNaaoGlpSWDB7szcKAbNTVigDxrVie6dnUgL0/Gjh3FjB/vy9SpfrS0aFi/3shKx8Z6EhTkgFSqZuvWokcPxwsvBOHgYM3x4xX88UexaJmZmYQ5c7pQVqZiy5YHJts+84wvoaEOXLpUy5NPetOjhxO5uU0EBQXx8887WbVqB1qtDjOzRnbtegPzh5YJZ85cIDTUloAAG5YufYvNm3e22xYKhYYdO/JoblY9ZLATsLb+61GdnsEuKpIRHe35GB/sRM6eLae6uoUjR4wA+9ixYkOS49tv92D+/DDOni3nhReS6NjRjvfeC2Pq1M4A/PbbPl57bTbu7sLH5o8/Cjh/vopnn+1mck7Q1vFBOJfg4D10777XIHXQ620f9WwdOLAjTk5W3LtXS0lJE/Pn96V7d3fy8xvYvz9HtK5Op6NXrw5cvTqNwEBn6upamTXrOO+/H82RIxPIyakjObmUXr22cvy4kTm1s7Pkxx+Hs3fvU1hZmbFy5XWWLTOt4Tp9ejgffRRHebmc+fPPU1DQ8Jf3ws7OkiNHRtOjhxuenvYsX54OQGxsDBMnPk9cXCzl5e1/PKZNC2DfvgE4Olpw9Wod332XZ7JOVJQrBw5EY2kp4dSpSvbsET+/CoUChUIANB062PD++8K04L/+dY/ffy9m1ChvBg50R6XS8dJLN00SeQICbA2DV1dXK+Li3CgtVbByZS7m5hLmzBEGitu3C8DM3FxiSArcu1co5tOliz3l5WqOH68lL88oCfH0tKakpJXiYgVff50v0mYDLFuWbQDlFhYSgoMdcXc3MpUajY5r15pIS2sWaVHr61XY2JiZVCKsrNQztEbQVVAgyCKCgmwNICU9XcaNG814eRmBYX29ij17aqmt1RIVZQTfOTlycnJacHGxYOBAU+b56NF6bGwkzJzpiaWlGRcuCAOPwYOdHiP1aMbKSs3AgTbtWlyVl6tIT28lJ0dFRIQpiE5Lk3PhQjNNTVqR17LxehVcuyYnP19pGFScPSvj4sUWgoNt0Ol0ZGcLbeLiomejTcG0TqfDwcGGfv0c8fGxMPx265awbVmZ8E7n5wtkx6Ms+P37aoKDHenb1zhQSEmRcu1ao2F/5eUqwsNt6NnTxkTuoZeg6JnoxEQZFy9K6dzZeJw7d/TstphRzMlREx3tZGIp2DY0Gh1OTmYMHGhOZKTpfVi7VkzGCO+YipgYCWFh4vuq00mIjTWnd28ziovh2DEd9fXQtauwXmqqkkGDtIwbJ97u+vUWevWy4Ikn2mfbGxs1ZGQ0MmiQOVOnip8FITlWSkSEDS+/LJBWyclSMjNbcHe3ZMwYF5P9bd5cTUGBkmHDxAB13bpK8vIUDBrkZDLQAvj881pu3VISHGxHTIzpwHD16lrq67W4uFgxZoxpm69eXU3//vZMnerKwIGCRCo9vYVffqnn2jUFq1Z1RCKRoNHoWLxYGHjPnOkiej/LylSsXVtHYyO88oop+NVodKxYUQMILitqtdLwXWwbP/9chUYjJAV7e5u2e0uLhvPnGyksVBIb62KyHOD8+QaSkqQEBrYv99JoJJSXa9AfPjbWDbVay/HjwkCjQwcbVq3qgbm5hD17Smhp0fDZZ91Yty6cCxeqmDMnlfXr89vd938SO3duJiwshG7duhp+++ST3mRlPYtCoWXdunu4ulqJGOwPPzS6hcyd280AsD/5JI0jR4rbFKAxJjlmZNTT3Kxi374hIgY7KamSceP8DUA6L6/RwGx37GjPzz/HGQD2O+9c57nnLvwfX/N/Ev9okO3hYY1crqWwUPhg9+3rTEpKM/v2VYksxCwszHj//RBiYtw5fLjyoU9wANXVSjZtui9ivebPD8bOzpzbtxtNjmdmZsabbwrgY926XJPl48b5AhJOn64ycT2IjHQmO1vK9esN2NiYk5nZREGBjLlz3+L48cOcPp3HpUvWBAQE4O8vjIx//XUTyclXKSy04sEDNTNmzObIkZPttsXp02Vs3JhDcLDj35aILF+eakhyXLs22gRgv//+TS5cEJIc9+0bJkpynDnzIgMGeLJoUQ+WLo2kqUnFoUMPUCi0xMV5M3WqD1VVdahUKo4cOcXzz88AhI/6uXMC0Bo2rH0Lw7Awd/r08TI4QTg66i37hHvaqZMzkZGeJmylpaU5zzwTiq+vM8nJ5VhamvOvf8USEuLKypVXAYHh3LIlg+joHcjlKuzsrNi7dzzPPhuCnZ0Fixcn0qePN2lpL/Lkk4HU1bXy008ZHDwo/lg9+2wI338/FHNzCStXXmfXriyT63jhhXAmTQpBJlPxww+PZ4/14epqzW+/jeDaNSnr1uVw61Yds2ZNIyioE2PGjGDEiOHk52e3u+3TT/uyYUMvkpPrWLIkk+vX60zWGTLEkx9/7EV2djMvv3yL0lKjpKK8vJzycqOWb+hQL5591vdhIaAbnDxZwapVPfD1tUGt1pn4YI8c6UVUlJGRefPNQCws4MSJatatK2D27AAGDHDj998rqaoSeo2JE71xdbUgO1tm8ICNjRX2cemSUZuu78QaG1Ui1lofKSkNtLQIYMbc3Iz8/FZKS406R/0yS0uJCLA2NWlobdUaQKI+KipUWFoiKu2dmyu4ELR16XhUTgFw7ZoAjqOinETvYGJiI/Hxrkyf3qFdqcipUw00N2sNYDIrq5WEBGdGjmyf5bp3r5X4eAWxsaYAAODyZcE5ZOBA+3aT8a5fF5b3798+C56RIQxy9ABdLtfy4IESS0sJgYHW7N5dZ6iyqFbrUKm02NhYExfnIkp2q63VkpmpJidHa5AP/PZbg0G+o2cja2p0xMc70KuXWEufm6siP18tqmaZn68f8AjPhV6jbW1tatNQUqIhPt6J2FgHNBod+flCe7V1FjE3Nyc+3snEpu/GjVauXlUZCvG0FwUFOs6elVBcbI6r66MWdxpOnjR+o7KytJSUlJOSUsmVKxYiJru2VseRI3Drlhldu5px/bqwXf/+xmf2/HkFiYlSQkLEwP3AgVrS0qoYMqT97v7AgWayshRIJEr8/cUDygsXpBw+3EhdnYZRowRge+hQA2Fhtsye7WHCJt+7J+f2bTkODmaiYjYlJQpOn27E0lLSLngtK1OxeXMDEgn861+mGu+qKhWXLgnfoy++ME3kzc5u5ccf67hypZVPPzXOfq5eXYNOB3Pnuhnu6b59UlxdzQkOtmT+fBfRfjZtasTWVsKECY7062cq0zh4UI61tRmdO1sybZqzyXcRBFnU1atyrKwkzJ1rytiD4LBiYSGhTx8Hg8d822hpUZOS0oREYior04feX16veY+MdEarhdxcqWGdOXM6M3iwB/v2lbFhg0AYvvFGEN98EwHAggXpbNhQwH81NBoNP/ywgVdfnSX63dzczJDkmJ/fzNKlkSIG+8qVauzsLEwY7O++u4tareXXX41JjnPnXqakRGZwK/P1tSc3t5EXX0wySEG++WaAQYM9Y0YSNjbmbZhtAWC3raPyvxn/aJDdqZMNlpYSg1bT2tqcXr2c0OkErWfbmDzZj9u3ZRw4UMmDB3JGjOhAp052yGQaUlKMHfqYMUJZ7F9+KaK62rQDmzIlgNhYdzQancGhRB9dutjTvbsjISH2oipOgKHCVE5OM76+QkeiBzl9+8bw2msfAxAXJ1SsPHx4Ly+99Do2NlZIpQKrPnXqIoqKSigvF/sKA/z+u/AizZjR5W9rsG/cqOHll0Mem+T46695jBzp226So1YLMTGeLF0aiUQiITm5ih078unRw4Uvv4wyfCT//PMcwcGd6NpVYK2Li2WEhXVg6NAAQkJc2j2/rKxGUlPr0Gj0bedGz55uBmmPTKYmPb2eujrThJGOHR0pK5ORmSmAsaef7kpFhfD3/fuC5GTNmptcv17OV18JU1xWVub8/vs4IiM7cPFiGS+8cBJ3d1uOHZvIe+/FcOTIA6ZPP83t22KpzujRQWzcOILISC/eeecahYVNouUSiYT164cSGurLN99kc+2aqeTj0YiIcOPNNwUrvE8/zWTevHdobpYSEhLM+PFP0q9fNP3792HVqk9MGJYpUwJYsCAYlUrHsmV3RQm8+pg9uzOjRnnT1KRm7txbj9WLA6xf38vw/08+eZnJk6/x1ltduHmzgYsXa5k+3Z89e/oTG+vBzz+XcuWKEdh7elobwOTChXdRKLR4eQm2ZFu2CIOs+HhXrK3NOHCgksxMoeMYPtydhAQXsrKMbenkZIGfnw3V1UrWrevB2rU9GDrUg6AgB159tROJiQMNuQl6OUhbd5EHD4T3TF/2Wx9NTUL7PFodsrhYgUolrtKWk9NCQUGriPXVaHRERzuKHClycuRERzuZSEWOHxdYq169TBk6hUJjKMwyYoSw3YED9Vy8KKN///b11IcOycjP1xEe3j5IvnBBjrOzFU8+6dLu8txcJYMGOTF4cPss7d27GiIjXQ1lrnNyFERGujBunBt1dWreeKPQsK5UquXMmSYSE1VcuqQx+F4DlJYKbdyxo9DGVVVqFiwoa3Oc1ocuM1qSkiR4eYlBtp6J7tJF2KdGo8Pb25q4OEcDyNZrw9sCZ33cuaMkKUmFg4MVpaVqwsKcefJJNwPgVyi0nDjRTHJyi4nu+s4dYb/tFZjRR0aG7uE6YlAoleqYOVPsy/7HHxrKy0GpBH9/cHExLrt1Sxgg9Oxphrm5hLw8DXFxOgYNMq5z9arencf4XMrlWq5ckSORwKBB7T8Le/cK79LUqab3etMm4Tv50kvuWFqaUVenZt26Gu7dUzNnjimA3LSpGtDx1lveIs311q01D0GnFx06mFY3/Pbbanx84PXXXdptz2++aSQxUcnMmS7ExJjOvKxaVY1WCy++6Ga4T9euKdixQ83gwS58+KFwrhqNjuXLa0lMbOH9911FMxtFRSpWrKhHozHn009NJR5arY6PPmomPd2Sjz7yNvHO18fu3U2cOKEhKsrT4MRiuk4NcrkZM2eaeuGDUEgnIMCOGTN82q0GqdPpcHe3JDjYDg8P4dkPDLTH3d0KNzcrlErheTEzkxjqCaxalYNcLrxvb7/dle+/70n//q689loan3/ePjnz7+LixdM0NjYxcuRg0e+//prH2rWCvHXFij7MmROKTqdjzpxk1q/PIiOjni1b4gwAe9WqDAOz/fXX/XnySWOS46lTZUREuIokIuPGnaWhQcmYMX5tGGyB2c7KaqR7d2cRwH7nnet8880d+vf34LffBrVzJf9z8Y8G2W5u1qhU1hQUGEf2Q4Z4EBfnQWGhGIDZ2VkwapQwwj58uBJzcwmTJ/tTVaXh4EEjaLW2NjcwcjdumDo92NlZ4ORkxc2b9Vy+LGbVJBIJYWGOXL1ab8KE+/jYEBhoR12dksmTO5GTM5rly8MNy6urlcTFedG3r/Dyy2TNvP3263z11ef07x+Hn58f27dvY+DAfnh7mzIF1tZmhIQ4MXKkqca5baSm1hqSHMeM8W/Xpq9tJcdPPukjAtgbN2aj1QpJjh980NMApq9fr6ZnTzemTjVW7qqurmXx4n/xyScfG/ZfUCAjMbEehcLysdWr9OejTzxsblZx+3Yd1dUCg6UvG15XZ2pXpHckuX9faH8rK3OefDIQe3tLrl4tx9zcjLVrhwHwww+p1NQIAyULCzO2bHkSd3cbTp8uYs+eHMzMJKxcGceMGd2QyVTMmHGa5mbxczV7dg/CwrwoL5fz7rtXTc7Hw8OOp58WEgG//vrfs9kAH3zQg9jYDiQnN1JQ0MpPP61n6dIVDBuWQFZWMu+++wY7duxi164tJtt++WUETz3lzcWL1fz4oymDIZFI+Omn3gQG2tHcrOXMGeMznJ7eyKZNRpmUl5cNcXFGturkySrefTcTb29r6uqU+PnZMmmSH4MHewESli0Tf8iXLBGSdNVqHX36JNKnjzAtmphYh1arw9zcjLFjhc5x3z5BMtK3rxMXL9Zw6FCF6Jz1TKaVlTlvvhlIaKgTBQWthIU5MXCg8RxtbMxwc7MQDR4uXDC+x7W1xvsnk2np2NHKRItbW6vCzs7M4MsMGBIp9S4i+rLpV682ExbWVpfawNWrTSJ2W6vVkZgoAJ0hQ0xZq5QUORkZSqKjnfHxsaK0VElRkRInJ3MTCYP+vFNTWzAzg7Cw9lnWpCQZjY1a+vZt3xXj6NEmEhNb6NWrfWCWktJKerqGgAABEGVlqUlP16DRWPLWW0UGFlsfW7dW09SkxcZGgptbW2CjwcfHzpB4Nn++UAa7bezc2UBenrC/rl0fddywoGNHZ7p3t3m4PyXnz8spKNAYPMyrqtQMGGAvKpOuj7w8AZh26WJFUZGatDQNDQ1GcFhYKJRn79TJSsTa6nQ6Wlst6dPHgdDQ9pMJhe3VxMVBXJz4W7Z8uYr8fPGgbu9eDUVFEBkJo0aJ93Pvnor4eC0jRgh/nzyp5NKlVnr0EPZRV6fByUnDsGHmREYa2+jGDSkxMTaMHu1oUtAFhCS/xMQmYmKsePZZR5Nld+8qiYtzYPZsIel4+/Y6FAodI0Y4mgw6Wlu1bNtWg0ym4+mnjTMsOp2OHTtqaGjQtDuok0o1bNpUR0GBkhdeMH3+a2o0fP99AwBvvGE6c3P/vpJDh+QMGuTABx8Y+74VKxrQ6STExDgaXEr++ENKdraKzp0tmDlTDIBXrKhDpYKnnnJo9705cKCFO3fU+PubM3Vq+++FoFcX3MBmz3ZtV6svl2vYv78WjQbGjGlf0334cC15eQqTMu76yM9vIS2tFalUYkgyt7Q0o7XVjFu3ZCLJ3Jgx3gwc6EZYmBOHDxtZ99dfD+Lpp32QSGDp0jt88sm9vyRV2ot169bxyiszRN7TW7fmsmDBNZqaVHz1VRRz53YjLa0WL69d7N8v9B/btsUzcqSQ5PjBB6msWXOH3r3dRDZ9c+deNiQ5/vTTQHx87MjNNUpBOnd2ZMOGWJFNn57Z3rTJKBFZuvQmW7fmYWNjzuLFEQwZ0v7A5n8q/tEgW6jQJEEuNz5wbm42XLok484ducn6o0d3ICLCjdu3hQ4zNtYdkHD1qhhM9+vnRr9+rgZt5qMxcKC+Gpvp1LW+fKrehF4fEokErVZg0ywshCIdbZ1B0tIauHSpzqAlnTLlRb78cg2TJk2nvl5CSYmcy5cvcPnyDWJiRjFp0hz++OOwYfsrV6rJyWnC3t50VKyPmzdrGD/+DD16uDw2yXHq1EQUCg0dOti2y2BfvVrNxx/3NjDY+njwQMbt23Uie7Xvv9/Ma6/N5sknnxatBxg+Lg8eyNi79wG3bxvvQceOLoSGeqHTCfv38RHWLS+XP/zbkcBAD2TiJgagSxcXHB3tuHPHOMiJiQlAJjPn7FmBQUtI8OfFFyORSGz48cdMw3o+Pg789NNw+vTxZv78i8jlQsLJxo1DGTkyAKlUwvLlprZ8X34p2AeeOlXMzZu1JsvffDMcFxcr6utVlJaaPpePhpubNV26uFBVpWL37hIGDhzMDz98y9Spr1FaWs7w4Qm88spMDh06YrKtlZUZr78ehEKhY/XqXAOz0TY6drRlzpwgLlyo55NPBP/s4uIWFiy4w4IFmQY5B/D/cfff0VFc2do//qkOyjkiIYEQiCAhkggCIYloG4wxGHDA2ZjxjD0OY3ucw9hjnMY54YgZHMHjhLEBkyUBEkkBhBBKrZxjJ3Ws3x9FV6vo5s697/d37/uuu9fyMqru6qo6dc4+z9nn2c8mN9cz4jMwYGfy5BB+/72LtrZBHn54NGFhWnp7reTnu58/Ls4dsdLrHTz33HlGjNCwc2ebTPtYuTKWKVOCqaiQdn6mTg3F319FZaVRsZM0dmwgw4f7UVfn6gPSJNnWphyjQUFqenrsQ6gMTt54w80//+ADd9Z9X5+d5marB6f53DkTJpOTkSP9FMdiY7VyoZTmZgt6vYOoKK0caQIoLjZceA43z7Ky0kxCgh9LloQzapTn5J6XN3DhHGliP37czMyZoVx7bZRMpxhqp05ZmDs3hNmzA/H399y16uuzMzDgwMdHYOZMz0m8tdVGXZ2VoCAVEyd6B+GlpVK7uugblZXS4mT8eB/Kyjz78M6d/Ywf78cVVwQp/EJdnYPWVhE/PzUOh8j27QMe537/fR+BgVpyc/0ZM8b9PD09DpqbnfT2QlKS5NcqKqSFtQt0Axw9aqaoyCKXZx9qBgNkZQUwdqwWnc5FN1OqnEyb5s+8eUpebFubg3PnHNTXi4SHX3pn8MQJBwUFNuIumtf7+jy/W1YmUloqUFYGoRdhzYICO/n5FkaOlBZlR45IC5GMDOnahYUWTpwwY7HYFBHWgwcHOHSoh5QU71P9L78MYDA4CQoSPED4V1/1UVpqIShIy8iRUsLj3r1m5swJkvnZyt/qIyREzbRpAYrKmCUlRgwGB9HRGhYv9gTRP/7Yj8UikpUVwPTpnv1x06ZeJk/2YenSAGbM8Ixyv/VWDz090ngcOVIaa+XlVmpq7Pj7CzzwgASmRVFk48Y+cnL8ePLJCEU76XQ2qqvtDB+u5tlnPYGvKIr885+DzJjhw2OPBSvUhoba7t1mQkI0jB/vw003eY9i//prH0lJfsyaFeSh+Q7gcDjZvVva9Vu50rtM7YkT0jiZMUOZk+GioQ6tcisIAnfcMZIDBzrZtEkCuUajneXLC3j55bO8995kwsK0fPNNLQ89dOo/DbRbWhrZty+fG25YJR/7+usaOcnxxhuTaW42MW3adubP3yXvHt5wQ7IcwX7yyVMX1Mfg4YcnKmT6TpzoIicnVhHBXrv2ECEhWgUVxBXBLiho57rrRnlEsPfvbyUmxo+vv879HwfY8L8cZPv5qUhM9FFIPrn4cy5N26E2aVIop0+bKSyUANisWeGEhEiapEo1A3+OHzdQUeEFxQETJ4YyfnwYAwOeHMBRoyQlEW9B2ogILSEhGo+S0wBVVRLISElROnspy1yq6nfq1D5aW1v45puvWLfudl566W2eeeYVHA6HnARotXrXQXbL9NmJifHj44/nXDKCXVurZ/v2hTLA3r69nr/8pUiW6bv33gkeUeiHHpoIqCkvH+D992vo7u7h/PkaHn30WcX3urutTJ8exaRJkqPLz+9gzZp8Xn7ZrcDR1GSmslIvP9O4caHMmRMraxoHBGipqzPS1uYZyU5ICEavt9Hc7H53aWnSYqq62g28r712Ah0dg3z1VaXi3a9alYJGo6Gzc5BNm6TtMD8/Da++OhedzsgHH5xFp1NSgRITg3jqqRlAKM8846kkMnx4IPPnj2Lv3n6PhMNL2XXXSdrnBw50Xvj7Vh599C+sXr2Orq5ulixZcGydbgABAABJREFUwP79+ZhMBo9zr7gilunTwwgIULN3r3c1mnvvTSY8XEtBQQ+Fhb0kJvoze3Y4ZrOTN990R8DHjVNGv0aM8Gf//mxGjQrl1Ck9r71WQ1iYlsceG01x8QDPP+9OML04QRGgoUF6Zx9+KE0GCxdGUlurZ9u2ZmpqjGi1Km68MYEZM0I5fNhNPxk/PpjmZrtcpTAlJZBZs8Lp71deIyBAjVotoFZLk9mmTS0KOb93322UE2hdXO2Lk7Rc9+iK4oqiSHW1mfZ2G8nJEkiorh4kNzdMLn8OUkXK0aMDyc4OU+hml5SYOH16EB8fjdfdm8ZGK8OHa8nOltq6sNDEsWNWYmO90xQKCiwcOgTR0d4B8pEjJurqbOTmBnokAgIUFZmYMiWEG26I9Ariu7sddHRomD49mDFjtBeeFyZMCGTKFD/y8ibw7rvJjB4dTkpKKGvWRLBiRRTnzjkYHFT+XkOD1MajRmlQqwV27RrFH/4QTUxMENHR/qSl+ZKZGcSBA1BaqiI21u3LT5+2Eh6uYuJErRwxrK62MXduCLm57n559qz0vobK8oG0g3LwoJnDh62MHetLa6udsWM1TJzoXhQ1NFg5dcrsoVRUWyst0pKT/+Pk8YoKqf9NmKBs508/1XLwoIaxYy2MHetg/Xo1jz+uoaVFutCkScrfOXlSul5GhprNmwexXthwiYuTfrewUJrPMjOVC4l/J9NYUCD5wZUrleBXFEW2bJECG+vWSdHjoqJBduwwUV0Ny5eHefzWW291otM5uP9+JZD54otumptt3HlnjFf+/5tvNuPjY+GBByI9PjManbzySg9Hjhh55BHPa/b22tmxQxrzDz3kBsdvvDHA2bM27r8/WNZG37vXRF6elOx7883K9nj11QEOHLAxf34QY8d67kz89puVX36x0dQkcPvt3qPLoijy3HP95Oc7ueOOyEsW/dm4sZszZ0TuvNP7rvLevQM0NQlcc80wxWJ8qJWVGZk5M0Sma7muP358MDNnhnmM25Urh6PRCOzf30lXl4WAADVWq5PeXitHjnSyefNUamoGePPNc6xfX4TD4aXM5EX2z39+xpIlCwkNldpy8+YqHnzwGJMnR/DQQ2m8//453nrrLDqdew5KTw/ngw9mXwDYJyku7lYUoOnuHpSTHMPDfeUItgtIV1frSUoKkoF0VZVbvm/WrBhef32mAmBv3lxNY6ORDz+c838FYMP/cpAtCCoaG9W0tbkfMzrah6lTwwgO9oxquMoDV1ebcThEYmN9cTh82b/fiF7vBqeuweMNJEjX8OfcOSOVlZ4AJzBQQ1FRL+fOeWod+/qqGBiwYzIpgbDTKeJwiMyZE+VRGKK21khtrYZRoxIIDfUlNDScqVNncf31t3L0aCGHDx/jyy+/p7dXQ3h4BOHhnhPzyZNdvPBCqZzk+MkncxVFOUwmOw8+eIyiok5Zpm9okuMddxwmLi6ARx5J94hgu2zChFBefHEaR44M0Nxs5siR48ycOQ1/fyUQqKoycOJEn6xn2dUlTR5Dq+i51UNc19Fe+F1pMg0Pl5xkT4/nQiomxh8/PzW+vmp5wZGcHEpkpJ9CjWTRokRiYvzp77dy/nyffFwQBB55ZBogSQ26kisnT45k7drRiCJ88YVnxvYf/jABiwV++61VwSd22fXXjwRg61ZP5RlvtnBhNOnpIRw82EVrqwQSH3jgMa69diVLltyAXm8gI2MS77//pse5giBw661J1NVZ+ewz76A+OFjDgw8mM21aCB99JAHem24aTkZGKIcPd8pANDV1aH8UWLkygVmzInj6aSnT/KOP6unqsvCHP4wkOFjD3r1dHDsmTd4Xc6CDgtS8/PIEwsI0dHVZaGkx4+OjYvFiKVr+1lsSuE9I8OP48X4OHHBHxSdOlKJGpaVS28bG+lJUZKCkRDkGVSqB4GAVAwMO2tqsPPuskjLT2Wljyxb3lmpaWoCimIarbeLifGRucU+PDY1GIChILVNLKisHOXTIiEbjHkfnzg1y4IAZg0GtmASHSsFdbKIosnVrD83NNjIzpQn32DHp+94Ss8ANuFJTvdMYDh92Xc/7+YcPD1JSYmPYMO8gvrjYiskkJRK7FuLFxTYqKpyMHu1DZKSW+PggamoCGDs2im3bUpg2TQIDo0crQWllpZ3gYBg/XmqnnJwgFiyIpqMjjrlzR3DmzDhWrZLe/4QJaoVvOXbMSm+vk6ws930eOTJIQYGN4cOlY4ODTuLifMnKCpQl/VxWU2PDZoOkJA2BgSpqa22cP29XJLq6CoEMH65sy/p6G9HRKqZOvTRVxOkUEUUzs2fbGTtWOdWqVAI2m4Pz5w1ERZn4+GMfXnxRi8lkYtIkC5MnD5WHdKDRmFm4EMaOVfHCC7YLv+EeP6dPG5kxQ0VOjvt+HA4Ru10kOztYVtsYahaLk2++6WbYMLjqKuW8UlIyiE5n4fLLg1i+XBpbn34qjdtbbw31iOSWlJg4ckSqgLpqlRv4ORwi33wjjdOhFBKXlZYaKS42oVbDsmWeUe7PP++jp8fBrFl+5OR4jo/Nm/XU1zu5/fYwJk2S3nlHh4OvvjIgCLBunfu5Nm6Ugij33humAMAtLTY2bZLm48cfD/O4hiiKvPSStBh5+OEAr8ooAHv2mCkstBAVpeJPf/IexT5/fpADBwwEBKhYs8Y7VeTjjzuw2SAjI9jrXCqKIl9/3cGxYyYyM93329RkoaTESl2d0yPvKiLChxUr4sjKiqS0tB9BENi4MQM/PzXnzvWTkODH9u25+Pur2bOnlZtu2ovJ5Bnsc5nD4eDLL7/lxhulKLYrydFicXLttUk89NBEr6ooDzyQOiSCXcnJk11yAZqeHgvXXXcQlQo5ydEFsB9//IRMBdm0KVuOYC9fvodRo4I9khyffPIk+/a14uen/r8WwXbZ/2qQbTZLjmrooNBoVBQXW2RJqKEWFKRhwoQwAgMD6O6WOlhkpOS0XH+DxPucOzfykpOQq9Syt4i0i7rk9ILPXRn1FzuwhgYTZWX91NYaZL6xy06elKJ548Z5DurY2DheeukF3nzzW4xGKdotUWiGni9FsA8ebOOPfxx3SYrI1q11HpUcf/65XpbpW7YskcceS78kj1qlEujvt+NwODhxoosTJ0rIysry+F5TkwQYhw8PkNskOztGMWD9/AKIigqRgUpQkNTerkQ+X18tgYFBgCc1Rq1W4e8fRFOTQ9Y6T0gIortbS15e/xCpNxVLl46hrc3Jvn3K7PEVK5KZMiWB7ds7FfSPJ5+cSkhIEC++eE5OwnRZVJQvt96aREyML99/71kI4Mor45k2LRx/fy2Njd53SIaaj49a7n9DI7ovvfQm99zzB5YsuYEnnniAV155k+LiIq699mry8vbK31u2bBggkJfX46F047IbbhjOqVMD/PBDG1arg9TUEMBOfn4XP/8stcm0aWG89dYkPv10GqmpYbz/fj3NzWamTQtj/foRREX58N57OsLDfbj77iQyM8P4+GMpy91VdXHECH9iYnzIyAjlj38cyeLF0Rw61MPnnzde+J7U5997T4fDITJvnhTxOnjQTceaPDmIUaP85WcZM0bqPxcXnQHkMVBebqStzdMP7N0rtWdfn53ycpOifQwGO4WFkt6vS7quocFKd7dASop7Ujx4UJrQh/K5XdUPx41TgtvGRpGxY4OZNMmT51ldbaGnx05srJakJGnLvqnJyfTpgUyf7gmSRVHEbBbJyfFlwgTv1LC2Nhvx8RrmzPEekSsslNps9mzvILy83IZKBdOmSb7RanVSVyctuiZMkMZiVZU0tsaOlf6uqbExYoSaiROV91RZaUevh+Rk93F3cRbJD50752TGDC2LFinPPXLERVlxA8vff5fGTkaG1LcqKqwcOjRIV5fnjkR1tZXkZC3z5knP2dQk+Y+hChv9/SrGjQsmKUnp6xsaHHR2OgkOvvQU2tTkoLTUQm3toIKH7rLycqmNXG3S1+ekuHiQigoj48e7/WhhoYXKSklC85lnrNRdUJV1OoULJdhF9u41cvy4UUGnOHfOzMGDeurrLcTFeS4G9uwZwGRyEh2tUSSjAmze3EN3t5OUFF98fFQYjU4OHhwgJ8eP228P8/itb7/tZvp0f26/XVnFdN++foYP1zJhgp9XpZodO3pJTPRh7door9U0v/22i+xsX/7610iPucXpFHnzzT4cDoGrr3aD6W++0TN5sg9XX+0v77RUVNj47TcH8+cH8cc/KsH8e+/pmTbNlzvvDPK6MM3Lc9DYqGbxYl/uuuvSUeyXXhokJyeAxx8PJSjIe7/YsmWAuXODufXWCMUOu8tcVVLVauTCPxdbSYmB+noLw4b5MHu2e94/e1bq+0NzQIZaZKQveXldcoAvOTmIBx8czcmTrbzyyhmuuCKe339fQGiohW+/rWT+/B9pb/dOXzx2rACj0UhW1kyam03s3y/NBy6ZPj8/NVlZysRYf381ixfH8/rrZ9i48dyFCHYOixa5ZfpOnuzGYnGyfftCRQR7//5W1q4d5UERaWsbRKWCb77JVUSwP/ywEhD55pv/uwAb/peDbIsFJk/2V2ieuoCZN5ALYDZLkQNX5Do1NZBZs0IUkmQdHQ4KCkxeOb8ADgeEhvoxbJhnZ1erBbKzIxkxwnMCCw7WMGKEvweP0sUflkCO0qqrDYweHcSMGd5XxQsXLsVmi2b4cC3p6crzz583sXbtITmC/fzz0xQA22y286c/HZGTHF9/faaCg/3kk6eIifGTZfouBbAB6usNHDwoqWc8+2waR48eIyfHM8u3q8vOxInhjBoltV1VlYH8/B78/d0TbG+vja4uGz4+UjuFh/uSnR0rF6dRqQSMRgcWi3fw6OKlu/jIvr5qAgM12O2iLAMIMHlyFCBQWqqUu1OrVWRlSQP355/dkecJE8KYNCmCwUEHW7d66qjfdddoOjosvP56pQdtJzBQQ2JiMAcP9sg6p//OsrIiCQiQKDhD7YEHHiM0NBiTycyjj97Hddet5ZdfdnP99Tfx5psvApCUFMCkScFMmxZCU5N3Rzp6dCBTp0p9v7bWl7i4OG69VYq4//Of0vMJgsD9949h3bok0tKCsdtF3ntPB8CNNw5HpzPz/vs6zGYHDzyQRElJN599puPMmX6uu244dXULqa1dSGpqEIcO9bBxo47166VrfPxxAw6HyNq1CfI9XXvtCWbMCGPevEiamwdlXnZKShCdnSZ27myjvd3C8OG+ZGUFI4o2WV3IZS6etk5n5vDh6WzcOI6UlADGjg3gH/9I4aWXpGx8dxVI1ZBzJVAeF+cj93eX8sdQIPPtt9ICoLLS3bZdXXays0PIyFD6hfJyC+fP2xk50nN3razMxOzZQSxeLHEv6+psVFXZaWx0eERXQQJ2e/YMcvq0jenTE4i7iAzsdIp8910/LS12MjM9fZDNJnL+vINp0wKYOdN7EKGoSESj8ZMj6dXV0libO1dLYKDUVh0dTrKzfZgyxRXZt9PQ4CAhwQ1grVYJIGq1ygh3f79ITo6K9HSpfY8fd3L8uKigioiiiF7vICJCxZw5UrsdO2air89Fz5Da5vRpaWEzaZJn21ZX26ittcngu6XFxLBhdhIS3O+7rs5GZaWd8PCLtdKl8Xux5N1QO3dO8i/jx3v/Tl2diZkzRWbOlJ6ruNhOS0s0UVFxCr7w0aNS/4qI8OO116yA26/t3Wvn9GkLBoOTUaO0DBs2NOlRmqBmzvROOVixQtrFsV+UljE46OSdd6Tgwc03S9HnH37op6bGis3mYMIEZVv29Nh55502TpwY4K67lJSPjRs7OHnSxG23ecru2e0i777bQmOjiVtu8Zy/9u7Vc/iwAZ3OqADRLlu3ro3GRjt+frBsWaD8m6+91suxY0buvtv93O++a8BiERg71o+ICHc/0uudfPCBnqNHLdx5p3dKzSuvWGloEMjK8icwUPkMcXFxxMXFsXevlYMHbZSXw/r13n+nv9/BO+/oKSiA9eu9F6B5771uzp6Fu+6K97owAvj++25ycsK4/fZhisTKM2cMZGWFMW+edyzg2t0ZKs16991jUasFfvihnuZmI3PnxrB162UkJYVw7Fg769fv4exZT0rh559vYu3aa1CpVGzbVktbm5G1a5MVOtjFxd1oNAJxcZKfWLQonpdeOs2GDWXMnRujSHJ85JHjcpLjDz8sID4+kE8+qWTOnB20tZmZMyeWV1+dKQPsJ588KUe2t26dT1CQFqdT5O9/L5GTHN9+O5N58/7vAmz4Xw6yu7uhtFTD4KDbKdhsMGpUMAkJ3lekgYEqVCqJCwZSOd+iIpMsFwfQ3i5NtLGx3geBXm+nv1/S2L3Yentt5Od3e0z8AJWVBhoazB7R5rIyPSNHhpCT4zkwd+/uoqbGQkaG94GlVquJisqiudmfKVPcK8v+fjvXXltDREQiK1eO9IhgW60Obrstn+LiHlJTpQpLLorITz9JEezmZhO3357ybwE2wCuvlFNU1M6ddyaRkiIwOGhh1KgUxXecTqn065kzBpKTJQfpLvzhfocqlfSfi99nNIrk5w/Q1SXNFjabk8BAjVe+KUjVOceNC5UpDwBTpkSQkRGpkP1LTQ0jJsYPs9kzOfCqqxKIjPRVJHIC3H57MsOG+XHypKfyzNSp4UyaFEpvr5WdO9s8Pr/ySql62q+/en7mzTIzIzGZBH7/3TOZ8vHHH+GJJ17kttuuIyEhjsjICN5550V+/NGdDCkIFvbvb6S31zOa67LrrosnIkLg11+78PX15frrh5OTE0F5eY9M5XHZgw+ORqMROHWqD6PRTk5OJBkZoRiNdr77rplhw/y5884kAF56SeJmJyUFoFYLPP641BfefLOW2bPDyM6OYORIf377rV2xi/TDD2088EA5Go20u7RnjzQBqNUC06eHAVBU1ItKJTA4aKejw8qZM0pqlmvxtX17J3PmhHH77cOpqjJRW2vmoYdGMHq05BsCA1XMmhWsoA90d9uYMSOYyZODFMeSknzlMt6Fhe7rDS1kU1ZmIT/fXRHSZU1NroQ7T3+Sn6/n6FED48dLE1VJiQQap071DoCPH5feyYwZPvj5+eHrqwREVVUW9Honw4drPcp2A5w+baGjw4leLxIZ6R0clpXZsFoFUlOl5zh71obDgaKdjh61kp9vZcQI9YVnlMbauHHuZ6+qclBX5yA5WY2f39BkPSd5eU6SkoQLzyydO2WKezyfO2dj3z4DPj52kpOlpMl169zjxgUc6+rs5OQEkpXl6e9diY6jRmkv/G2lrc1GQoL7Hjs6pGvHxirborbWhI/PICNHSvf40096nnuuUy6iIz2fiaQkK5mZ3v3QkSMmjh0zyMmcJ0/2Mnr0IIsXK/vH0aNdjB9v4eBBV/u622rvXgdHjxqJihJZsUL5jGfOWMjMDPZaLOfcuUF5TsvMdPclURRZudJdgM21kNq2rQ+A227zpHx8/nknZrOTyy4LlSmXINEXtm/vRaMRuOUWzwS+ffv6aG+3kZIiFSO62D77TFqo3nVXlAeX+9ixQbZskahgAQGCHDz77TcjTU12UlK0LFwo3Utfn4PDh6Vxcd99ygXHF18Y6O8Xyc72ZdYsbxKPdg4dsuPvD/fc47kz5Ovri4+PD++9JwHXv/418JK7G59+2o9e72TePH+v41evd7Bxo+TLb7nFk58OEsXno4/aycszsny5MtL966+9HD5sYMIE74sqrVZNenoYsbHuxfXw4YEsX55IVlYMRUVSe0+YEEFh4RpWr05m586zZGVt4dAhKahy6NDvPPDAn/juu5+5/vprLhSO6qGtbZBrr02S9a7ff/8ctbV6vvoqhwMHlvDQQ2mEhmrlCPY990xQJDl+/309V12VyBdfZLNnTwtXXLGbRx45gc0mMmyYv0cE+/ffW7jxxmSPJMcPPzxHRkbk/3WKyFD7Xw6yJS8SFTWUXyxSV2dnYOBSGbS+iKIfLkfmopwMBWx2u8i8eeFyktPF1tlpRaMRPCZTkJKfAA/tS5vNKW99XExDKS3tp77ezIgRygiY3e6UZQQzM70PSoD+/kQA5s4NAyRHeu+99dTXW/H1DeaDD5RJjg6Hkz/+8Qi//96C0Wjn00/nygB7YMBGXl4bGo3Aww9P5OGHJ/5bgF1ZOcDWrfVoNAL33DMWi8V7layGBhNms4PYWF95oREW5kNOTowiyctodOB0IktquTRBXX8PDjoxGu1ek7YAurrUVFY6cTqFIcfg5EmT/L4BRo8OoaNDID+/z+M35s6Npa9PxVdftWAwuEHgVVcl0N3t4JNP6jxAKMCNNyYxdWo4eXmeyjNLl8aSkxNNW5sNi8V7gupQk0ClQEnJgAfl4+ab7yQqKoIvv/wX7777EnfeeSOTJ6dRWlqO48Ls6lpk/Efi/LNnh9PdbSUvT3L+0dF++PkJNDSY+OUXZYXJzMxw5s8P4/ffW/nqq0YEQeCJJ8bg6+tkw4ZzF6QdxzJ/fhQHD3Yo8hIWL45m9ephxMdr2bSpnquvHkZ+fg/vvlvHuXNKXvUnnzTIfG7XfQEsXBjFnDnhlJdLvztpkjRxl5W5I/01Ne5F0cGDvfT22vD1VeHjI2C3i4o8i95eG0VFvQoFlq4uO8eP6xXfq683o9MZiIlRYzI5uPVWd3Knq2gLwNGj0nMMrXhoMDgxGFQkJfkTGen5Hk6ckM6ZPl0a+8XFJiIjRXJyvIPs06cHmTVLw+LF3j8vL7cwe3YACxZ431I+eVLqs7NmeT/f9dx+fpCWJgHPujo7AQECqanuio0VFdKYGD9ei8nkpKLCRny8iqQk9zOePeuilLjbw+kU5bLiqakqzGaR1lYbs2ZJGtEuO3hQatd58/xRqVQ880wnZ864x1tenvR5fv4geXkWj0qRADqdkagoG6NHqzAYHIiiiI+PQHS0G1Dr9RaGDYPIyIuTX21YraIcmf/hBz1/+1sXJ0+6o4TnzlnR6SxER3v6IYdDlO/XxSUuKjJSUaEnOdn9fYvFyZEjBs6dM3LrrRoiI5XjvLTUwZEjRrq67LJWuLuNDBQWDjJhgnKeamqysnChu1ja7NnSOBFFkYceamXXLikCHhmpQhAEmput7N7dSWamlmuv9UyQ/PXXDrKzA7nnHmUQ6PPP25g7N5Cbb470uqDbvbuXmTODuOWWGI85pLXVym+/dZOd7c+6dcq57ccfDeTmNsm70XfdFTrks25ycrTcfXeIHOX94gsjZWWDrF3rJy8MQXoHr77aTXq6ikcf9c6h/sc/pMJTjzziQ1SUd7i0f7+DX34RWLzYn3vu8U6xstlENm92kJsbxEMPeS8gtWWLkXHj/MnNDWTWLO/Y4vvvu+nqsjNpUgCzZrnBdH+/nfz8ftRqLlmgqrXVyunTRmwXxfdycmLJy2vnwAE3LTI2NoB//vMyli0bQ1/fIA89tJeqqm6+/fYbKirOsXHjq4wYMZz+fisGgw1/fw2zZ0fz+utnZL3rjz/O4rLLEoiJ8cNkcnD6dC9BQRq2bMnmiisS6O62sHKllOSYnByE1eokO3sn999fJAN+gF27Fl1IcuxnzZoDcgT7lVdmeCQ5gsATT0z6fwZgw/9ykG2zicye7ceoUW6nOTAgAQtvpYIBzGYRURQICJCaZtSoALKzwxQ8s7y8AQ4e1JOQ4H0iam62YrerPJIUQaKp5OREM3JkwEXnSDzWzMwID8kwV+GaKVPCFMdPnx5g2rRQcnKiiI72rofb3j7I8OFx+Pr28a9/vYHD4WD3bgcNDQ6Cg1V8/nmyR8T36691VFXpCQ7W8sMPC5gwwX3dU6e6+PzzalJSQv5TEezm5la2bWtkwoQw5s8P5dChX1m8eDV33HETvb3KaG9FhQEfHx/mzXNH3AsL+8jL61Vw0V2A0uVEfXwEcnIi5J0Fb8mSQ80tc+S+d3cyqxvcuuQSvRW1CQzUkp4ediH63icfDwvzITc3BlGE33/3jEivWZNAcbGBjz+uV0TSQeKh9/U5OX58gPx8z4qMF1tkpA+pqUGkpAR4JNKq1WpWrlxOaWk5w4fH8cADdxEdHUlCQjyLFuXy+eebUKn6WbkylshIH5qadFx99RKSk0dy3XUrOXdOki6cOTMcHx8VTmc/NTWSxOE110iVOH/9VclVB7j1Vqk8+rvv1iCKIlddNYyQEA3nzxv49dc2Ro4MICUliJYWC88/XyGfJwgCN944nJKSPl555Txr1w4nIEDNnj1diiI2Lisq6mPECD++/75Vfp9Tp4Zy5EgvO3ZIdJusrDDCw+HkyT75vI8+ci8MjEYnTz8tJanOnx/G1KkBXneYhppe7ypQ4/YHXV3SOVFRWh5/vJ7z593RzJMnjTQ2Wi4okEj9qL/f/d7b2+3YbFLJ7IvHksMh4uenYs6cIKZNk/xFaamZ7m47ycned9Hy8swUFZkZO1ZDV1cXXV3KxVxRkYmjR02MHu19bBw5YiYkRCAnxztYqKpyUF4+SGKiSECAq5y3EZPJRGqqNIba2uzExsKiRVpiY1WcPy+1T0iIWuHbGhrsjBunYdIkN/DR6RxMmmRn2TKRyEiB4mI77e0iRqOo4LnW1NiZNs2X+fP9+eUXPS++qNzN2b1bqhJaUuLibXs+b0ODna4uO8OHa2lqstLXZyQlRVRswTc322lrs8k6yy4TBCmCmpiovXA/0rsdCnTr6qRj3tQq6urMhIf3sWABsgSgtIAyMH68G6ifOmVEFCEtzY933gnghhvaGT26jj/8YZANG3x5+20/qqqkZ5wzx71wMpsdlJaaUKlQyOL19Ni5/PJqWlrc/fzMmUEcDpE//KGZN9909xdXO2zd2o3NJhIfr1bszAAcPNjHgQO91NXpWbo0TD5uMjl4++1G8vK6ZI3toTYwYOfDD9s5dszAjTd6co+/+KILg8FJZKRaAdA/+KCPVataGRx0LzZc46atzcYXX3Rz5EgPa9e6Fw4ffij5xpUrlX36l1+M1NfbMZmcLFniCWqbm518/bUNvR5uucX7eOvq6uKNN1oRRYHcXN9LcrG/+WaQM2ectLdrWbrU81qDgyIbNhg4dsyXRx7xrjoiiiLvvtvN7NnhPPjgcIW/+PnnHjIyQrj11mGEh3vPxaitlRZPI0cq22HECAms19cr+a8BAVr+9a9V3HTTRMrLu/jzn38nPDyCSZNSueKKBQCEhfnyww8L2b//Cp57rtSDCjJUpu/s2X42bZorF5pZuXIfAQEaxowJYcuWHPbta/EIFv3hD2MZOTJELkATFKRlwYI4jwj2uXP9cpLjggX/cS2Q/2n7Xw2yKyqsHD06qOj4nZ0CwcEBJCZ6n0SCgtRERWkIClJfSCgxkZ9vISbGneRTXW1GEGDsWO+/UVlpBASGD/f8vKrKRF5eHz4+Smd1/ryRkyeNqNXKAdLXZ6OkxEhKSuhFSg5w6FAXhw/3MGqU91UvwJ49XRw5IjJ3biYtLY3ceedDPP64k9LSMTz99DgPXd6urkGeeKKYM2cGePfdTCZPlmgoDQ1NvP76Rh59VCpwMndu7CUBtsPhYPv2XVx++XXk5l7NBx80UF6eSH39fnbt2s/332/loYeewGBQRijLyvRYraKiqpurOIgrARWkSH98vJ+sBdrUZCQvr11W+jCZ7CQnBxIf7/39jB4dxLRpSpmj8eNDyMqKVFQCDA3VkpYWSmpqKHa7J/UnKyuKzMxI2Xm5bOnSOGbNivSgKQCMGhXElCmhGAx29u/35Lq5CiL99tu/r/4IMG5cIKWlek6e7Pf4LCIikr4+5fF9+77n+utX8uyzv1NRcZ69e3/innuuZ9q06YwZM4ovvviAo0ePU1srRbr8/NQsWhSBwdDHsWMSyF6xYjhTpoTx668tcvKoy9asSSAtTSp8sX9/B1qtigceGENMjC/ffdd0wemOR6sV2LGjjdOn++Rzly+PY9KkUFpaBvn111Zeemk8P/44HYNBuRhJTw9m795MVCqBri6brFYyd24EKhUcOybRVSZODKa3105RkfS5xSJJ9g21jRubKC4eoL7eSHFxPz097ueJitKQnR2Kv7+yn2dlhSgK0fj6CkycGIDN5uSddzwXHtu2dfHpp24QOFRVpb3dTnCwUprOZefOmdm3b4CWFhvR0VL/d4GjyZM9F/hOp8iJEy66iB8Gg8FjjJWUSADu4vLkLjt+3MLAgEh6undQ4Yo+D+UZnzsnHXNRQSoq7FRW2jCZnAiCQE2NndhYtZwU6bLDh61UVtoVCZolJXaOHjVhs0nP8eqrLt1z9zsQRZFvvzVz6pSTuXMDeO45z12h33830NRkJTbWyRVX+MoVJYeaS/IzIUGLTiddb2g1QofDKfuDoVrYZrOD4uJWrNYeOboZGGgmO1slU08Azp/vJTLSzKhRnu+2stJMS8sggiBdt6PDSkNDN1OnDhId7e6DBw704HQOsGyZ5Mv27++jpqaXm2/24YknfBk71kFRUQdjxtiZONHdJ0+cMBAT42TVqmBF5cW7726UJQ1dVlxs5qOPuvn0U+VitqvLgdXq5MgRyY/dcIMnWN60SQok3HHHMLmCK8CWLW10d9uZOTOYrCxP1ZDvv+/GbHaSkxPCqFHKviiKIvv2SX7r4uS/Z57pviCn6B5DPT2Sb/7yS1eBl1A54biw0ExwMCQkqLn6auU8+csvkgLJvfeGei0a89VXFsLDBVat0pCc7B0qnTjRj8FgIDQU/vxn72PG6RT5+GNp3D36aKDXa33+uZHWVidTpmhZssT72MzLM1BYaOL8eRurVyvfxebNHRQVmZg5M+yS93D8uIG0tFCmTVO+D41GxdSp0Uyc6Ek5VatVvP32ZahUAr//XovFEkFPT5/iO6Io8uKLZXIE++67J8gAe8OGMrZurUOrVbFlSzaLF7uTHE+f7qWzc5Dt2xeSlhbOc89N9bj+6tWjhiQ5mgkL82HLlhyPCHZJSTdbt877fyqC7bL/1SDblS0+NNmmq8uBXi96XXHa7SJnzmjo6vInPFxNa6sVhwOGDdPKkc6zZ02kp4dx7bWxXgs9SNewEhmpZdw4zy1ZF8c4NlYJbl1b4hfzqSQAIRAV5eshy+OiHOTmehesB6kKH8CVV8axc+fv6PVz0Om0aLUdNDd/zP79+dTU6LBeEF59440KDAY7ixfHc/XVUlRy8+ZvmT//Gg4ePMzAgIHRo0cSFBTm9Xo7dvxORsYi3n//c+6//8/U17ciilJFw6Kib9m5cx9ZWfO9nivxHFVMnuwuHjB2bBBZWREKeo1OZ6WlxSHLDLooOK4VfF2dkdpaoyzld7GVlvZx6lSfgiZRW2vg8OFuGaiDFCGprDRRWNjnoZMLMHJkMIWFAxQXKxMP580bRlGRma1bvScwXn99Ajk5UV6j1cuWxTBrVhiHDnnyrL3ZtGlhAHz/vSe4M5mMaDRKcOHn50tu7mVYrZJDe+ihCeTmZvKvf33G008/yPDhw+jt7WPevMXyOZMnS9dwAeLYWH9CQrQMDjrZsUMJWn18VFx/fTx5ee289to5AO68MwmNBr74opEDBzoZMSKAZ54Zj0Yj8Mgjbt1wlUrghRcmMG5cEM8+W8H69SNZsSKOJ55I4bHHxrBxYzrjxvnS0qJnxowwrrpqGKGhGurrpQksNFTLDTfEM3NmCPv3dzJlSgg+PioMBjs9PVb27u1R8LtB2ln6/vsOuWDM0M8tFgf5+V2KolN6vZ3Dh3sU6jFVVUbOnBkgNlbL3LkhCn4xwMmTBh56yK0os2OHe+HT1mZDr7cQ7yX4cuKESylDAge9vXZOnuxl2DBPaoB0HxYCAqxcdpkPcXGeoNKlnJOVFcDkyd4qRUp5JFqt98gvSNzqtDQNkydLY83plBIXIyNVjB/vLgQCyFvzpaV22tsFjyp6p09L/nloJLu4WDo2darmQnEa6W8XNxokZY/mZgfh4SrGj9fy7LNRzJ6tBCY6nY1Tp8ycPWvGZrN7BAQGB51UVnYTGGhk2DA1nZ02RozwISnJfY96vRO93kh4uE3BCW5udsv6qdUqLBYne/a0c+RIqwzmJRUYK93dNpmrP9RcqjcuDnNpqQGbTcTXFwUIO3SoD5tNZOrUQNraLOh0gwQEqJg5U/KRLh3s5GRfBcg9ckRPS4vFg+aSmuoOTrispMTElCl+Hn1GFKGw0MD337eQnIwiUi21j519+3rIygrhttuGycedTpGPPmohOzuUhx9O9BqM2bmzi5ycYO64wzPPqKTEyO+/9zBzph9LligB4bZtccyc6cNQXnpPj9Q3fvyxgzlzfFm3zg0WN23qoaiom5tv1iiSSc+ft7BpUy9JSQK33upJFTEYnLz0kp6eHhMPP3xpmcZvvrHR0ODk4Yd9CA31HnTascPG8eMiV13ly9q1ngDaahXZvHmQ7GxfnnzSu2wfwGefSXPCvffGKHbWz583c+BAP/7+Kq6/3jsWOHVqgPZ2K/39Dg+aa1WVkeJig0eVVpdFRPgzalQ02dmjiYsLp7dXGbh59dXTlJX14OOj8ohgv/76GSIjfWWKSE+PhfvvL6SqakAh01dVNcDnn1cpfjchIYCwMC133XUYp1P0kOl7+eUyOcnx66/nkZMzjP8X7X81yA4O9iMnJ0je0gPo7nai0XgmsoCU5Oh0wrBhanx9Veh0drKzw7n8cvegLSw0UlJi8Yg4u8zpFNm1y0B3t4apU73xvFTMnRvpEUlva7MyZ04EGRlhiuOlpQOEhWnIzFTyrKSyviKzZ0cwd653PrbTKdLZaSUzM4zLL48hICCI5ORrmD5d4I9/VKFWw1tvfczq1XcwZsxMrrnmj+zaNcDYsWE8/XQ6drudRx99ng8++Jy8vP0sXXoFZrONmhqorOwD3JrVoijy+usbeeyxF/jss48oKjrJ2rW3U11tZvr0UFasGObBQ7/Yfv+9B1FUMWuW1AZ6vZ0jR3ooKemXFxgOh6QZLgjuxEd/fy2ZmdEyPcRVhOZSxTpcRUYCAtyOyhuFZOjzeeN3JyVJzkqnU0ay09Ol6FFtrclrQZxFi2LJy+vnq6+aPaprzZoVzrlzBk6d6veoCurNXMm127d7Avpjx44zffpkxbHOzkFWrtzH4KCD++6bwH33LeDGG1czaVIaAHl5R5k1axoBAe7FXlZWFKGhPoqS46tWJaBWC+TleUbj//SnMQQEqNm1q42ysj6Cg7XcfbdUQv255yTgfdddyTidsGtXO7t2uWk1V14ZR0CAmpaWQbnse1ZWBC+9NIG77hqJn5+a7m4bP//cyvPPj6Oz83Kuv364fP748YEcOdLF99834+ur5sorI2lo0LNvXweTJwexZEkk8+aFERWlIiFBzYYNo7n33kSmTw9m9GhfueIoIJflHhjwnHyGvjZXZDoyUkt+fjolJZNITJSk5b75ZiydnQJ6vXsn5Jdf+mXKSGurBOqHRlBdVl1tIjs7kJwcF7dciuomJvooAJXLiosHaWuz4evrXTpJp7Px++8GKistjBzpeb3SUjM1Nb1MmeK8ZNJwYaGD8nKBlBQJeNTV2Tl+3ImPj4+c+FheLtHsXElz5eVS+7kUP0AqpR0XpyI9XcO4cW5fXFOjZ/ZsB7Nnq3n2WbNc1XXqVPdYPXnSRG6ulhUr/FGpBK66KpirrgpEq7Vzzz0h7NiRwOHDSXJVSm9JZg0N0mfR0VrUahU6nZWGBivDhrnbxUUtdNFiXNbebmXiRH+5pH1Tk/Rbw4e7gW5fn0THCwtTy/1oqFVVDRAaape1u6urzfj4CIoKgDabg54eG2o15OSEsndvD1arjWuvjZLzT8rLDcTEaMjOVs41J09KQZuLi9A880wcBQXJpKY6GTZMSradPj2AOXOCqK4eR0aGSECAHT8/AV9fgX37pF2gmTODFf4SpNLfra1S1dtRo9z3vXt3DyUlRnS6Qa8VCxsaBvnuu06OHetjxQrPuWvrVil4NH16kAd1csGCAJYvh4wMC1OmqIiJUTN3rj/nzpk4ckRPebmeyy6TgPngoJPvvusD4KablPPnZ59JQHHevABFwq7LPv98kL4+kVmztMyc6T0BuLbWSX6+A7Ua7rjDOxCXpP3MWK0CCxb4ea0U+cUXgxw75qCrS/CgtLisqMjMF1+YyMoK5Z57lG26cWMHKSmB/OUv8bJ88MW2a1cXfn4qli3zVHk5dkwK9syc6R1HnDrVQXm5gVOn+pg4cRzl5W6a3xdfVPPyy6c5cqSTzz6bq4hgu5Icn39+qgywV6zYx44dTR6VHJcv34taLbB4cTwffDCboCAN11yTxPLl+zh1qofMzGgFwH744eP84x9nyM6O/X8qydGb/R+DbEEQhguCYBAEQRQEIWjIcUEQhCcEQWgUBMEsCEKeIAhTLjpXJQjC+4Ig6AVBOCoIQvJFn08UBOEnQRBaL/xGnSAI3wqCMPE/e392u8iOHSry8nzlkrsA1dVaHI5gr3JZDQ0O0tN9Zad89qyd/HzhQiKkZEePSpGD2bO9Z/BWVpro67MTH+9DfLzyGk6nyKFDvRQU9JOUpBxMu3d3c+TIAOPGKX93584O+vrs5OYqt3Jqakzs3Ckpi4wZ4/1ezpzRs3t3J42Ng0yYEERnp4XPPquitPQcL7wwg9dff4+8vKPU1TVQW1tDevpt1NXFUFNj5d57b+fKK2+kpkbH0aNHSUubwoMPPs4jj9x44X5PceWV7zJ1ahc//9zJtdeuZ9eufRw9epiFC5fK91BWpufw4d5LJiG6rKVlEJ3OjJ+fmgkTpInBxY8dGpG2WBykp4cweXKo7CzOnTNQWNhHQID0niMjfZk4MZSICO+Ob/r0CGbNUlbkGjcumJycaEW0w253MGtWBDk50V63+BITA5gzJ5KwMOV71mhUrFoVR25uhIIP7LKpU0OJjfWlsXFQTtJzmVarksuNr1lz3HtjDTFXoRaAXbvcFJPGxjoOHTrM9OlT5GPd3YMsX76Xc+f6iYsL4J57PCtzbtmyjauvXq44lpkZQX+/mYMH22TazDXXJBAaquWf/9QpZA9Bav/77x/L3LlRvPuulAR4772jmTQpBLvdyYEDHURH+/LUU+MIDtbw8cc6OXlVpRL4+99TEQQJgA+lowiCwJ13JuHjo+K339oIC9N6TMJr1kiA++efWzGb7cyeLY2b7dtbSUjw47ffprJ/fwYajZmmpl5WrYoiNtYXX18VNTVG6urcfNiYGC25ueEKkBUUJJCbG6pIjhs50pdZs4LlvmO1QmOjGbvdTlycH3v3Kikbg4Mi338vgZeBAQcjR2oZPtwT9B48OEB+fj/jxkn94fx5M4mJPkye7J0eduaMdO/TpnmfqF1FbGbODPAaLXNRSdLSvEexQfKJ0nek5z99Wlp4pae777+01EFdnShrFNtsIiNGqOVzpPNs5OebUKudMvAQRZE9e/QcPdpPczNs2DBUqcO9qsnPN3Po0ACjRrnvq7jYjM0mMn26P1deGcyUKX6cOdPL+PFOr0mcTU0WkpN9ZcqfK4o3VFHFYHCQmOhDfLzSj7S2DnLmTA9+ftI5bW2DTJ0qFbxxWWenhY6ODiIjvS+UGxvN9Pfb5N8+ebIHq9WkmKvKygycONHJ+PFq4uJ82bWrG7tdVOip//xzGx0derKz3cecTpE9e9oYMcJ7pcejR3s5e7aTxYvV6HQT2b9/LAAHDvRdUDix09WVRkPDBHQ6M9HRWlav9uRN//abFFm9/nplNHrLFmnR/Oc/D/e6GPzmGykgsHx5pAcoFEWRykrTJaOyoiiyeXMbJ0928cYbEbS3J3PvvWHs2CEBxWuucfv1/fv7mTrVh4ULAxXVPu12kXPnBgkPV7F+fZjHNRwOkT17LIwdq+bBBy9Nxfz2Wytjx6pYuFBNfLx3KHX4sI32dim/YP16z3FltTp5802pjzz1VOAl58lnn+0EBLKzgxXFsfr67Hz6aQdVVRZWr/YexbbbnXz0UQdarT8335yg+MxkspOfP8CCBfHMn+9dVvDtt08D8Mc/TmTRolz6+/XU1dXz88/1bNhQCsCrr05n2bJEOYL92WfnGTcuRI5g5+e3MXr0v2SZvrfemnUhgt0vU0Gio/35/PNsbrghmb17r+D48U45yfGDD+bIAPvRR0/w+edV+PmpeeCBNA+AffDgYbZu/ZmDBw9TXl5Je3sn58/XcOjQEb799ifeeusjr8/532X/XyLZ/wA8SxrCY8DTwCvAVRe+s1cQhKGx/BuBqcDVwAHgQ9cHgiCMAQqBEODPwJXAy0AUcFGx2Uvb2bMO7HYICFBGImpq7IiiQFKS54rv3DkVp0+HER4eBgzd9nQ72eJiKxkZwZcsU1tUpGfatCAWLQr3mMiamwcxm51ER/soZPrMZgdlZXpUKsjICFUcP3LExTdVrjILC12qIp7XcdmTT0orzqlTJUC6fXs7TqekwhASopzUo6Ji6e2VopnPP7+EV199iZtvXstvv+0lMlIafL6+vmRmZgPBZGcvRaudRFOTinXrGkhPn0xBQRGJiaMUv+viJaene28vl+Xn95KaGkR2doTsaDo7baSlRZOV5e46RqOD06fNMhUI3HQRV5tWVpo4c8akqOA41I4e7aeoaEAhy1ha2k9eXqfinO5uG0VFPZw961mhESSe+JEjA+Tne8r1xcb6cuhQD8ePe3KlVSqBG26IY9asEAoLPWkhLidaXKz34DxfbFVV7iF4ww0nOXGijj/84VYmTZrK5ZfPZ8oUaV0qiiKPP34Sf38148eH8vPPC4mJ8cdoNHHw4GEOHy7i229/pLq6jvXr/3zRc/oRF+eP1erg7FnpeRISAkhNDWFw0OFBGQG4885kjhzp5p//rKe11UxIiJY1axI4cqSHZ5+tuKBwM5r09BB+/LGF1193bxUuXTqM1avj2bOng5deqlT87s03jyAuzo9//rOBM2c823bcuGDuuGMEYWEqvvyynuXL44iI0KLTmeRiRYIgMGeONJ4KC6XJ2VW85vx5d3sGBKg5dKhToUNus4kcOtQlF00CaGgwUlTUIy8UhqrdJCf7MmeOp6xXc7PtwvszUl8/QGysZ6GN4mLpXqZOlQBUUVEvjY39CkA71E6eHCQ6Ws3Uqd5B9pkzVrKzg1i82PuivLHRypgxvnKS5cVms4lER6uZMkUjc7IbGpxkZPgyfboEIBwOJzqdNLAmTdJgNDrZsWOQlhbHRdxrybcOLSSj01np6nIQFqblkUeUO0BFRQ4MBvHCv6W2nzXL/Zw9PTZ8fATFs584IalyTJjgCbLr6szU1hoYNkx6L1qtSFqaH9HRQ7nXdhobu7HblUDZXahMep72dgvFxX0Yje6x6tr9uFRk0WRyoFIhJ89XV0sLoIQE9/0XFEh+ZcaMUJxOkYYGMyoVLFkigam+PhtlZQa0WoGZM93zxpkzBvr67IDokeQGkuwrwGWXKUHZd99Ji/Rrr40hMFCFzeZgy5ZuDAZBsZsrXdvOd9/1MmFCsALcVVeb2Latk9mzg1m3zvv2/Y8/tpOZGcQtt8R6fFZRYeKnnzoIDxeZM8dzzigpMVBdbSYmRktOTph8fNu2ZkaNEli1yn2fP/zQxcGDnSxYoFwkHTpkYPv2PqKiRK9a8T/9ZOGXX6zYbCLLl3sP1AwOirz+uo3KSidXX33pHdoNGyzU1Tl5/HE/D41tgC1bzLS0WFm92ofrrvO+81pQYKS7W9oZefhh5Xv44otuLBaRBQtCZD9xsW3f3k1Tk4W4OF8yM5X0m61bW2httWEwIMvmDrXvvtOxZUsjubmjeOihKWg0GhYvnscrrxxi3brDaLUqnnlmCuvWjVUkORqNdu69N5W6OgMLF+5i+fJ98m8OjWCvW1eAWi0oqCDV1QOsWLGPM2d6WbVqpEeS4/HjnYSEaPnqq1wWLPCMYH/yyZe89dZHvPnmR9x55wPMnbuMtWv/yGuvfcD+/fn09nrmSv132v8RyBYEIRu4AnjtouN+SCD7JVEU3xNFcS+wBilLYejMnQm8KIriflEUnwDGDfnsdsACLBFF8fsL3/lIFMVFwDf/2Xt87jnJSZuGyBhbrU4CA1VERgoKKSmXVVS4ChlIn/X0aMnJCZWThFparJw+Pcj581bS071PRDt29HHqlMVrAkJRUT8JCb6sXq10LgcP9jBtWhg33BAvVy8EqZJfamows2eHKxL/pHs1k50dzaJF3lefoiiyY4fkNF0qFiUlRubOjWLVKu/Zt3V1RjIyQli2LI7LLruKP//5IXx8lNdtabEAApGR/uzadTsjR6qJjBzJkiVPe2jygiRvlpkZLmsYX8p+/LGLs2ctXH65+3laWqyUl1vQDxkTrskrONjdTqNGBTN+fKhMH3GVZL+4PL3LXFzsoeoergjtUO5le7vUh4ZqdA8110LFG53AxSsvKZGAoNMpyosBkEBdUVE3BQWeIHvtWjf94bLLCmV6izfbs8ed9NXXZ+eqqwpoamqnqGgXGzY8IXOyt26t47vvdNTV6Xn//fn8+msYH3+s5vrr/8Bjj33OffcV8MEHv/D666/g5+fp7KdMiWDChFAqKtyAc82aRBIT/Tl1ys0tP39ej8PhJDk5iJUrh2OzOdm0SaJ93HffaCIifMjP7+bQoS58fdU891wqAM8/X0FNjQQqBUHgoYek6Nqbb1ZTX+8exKGhWq66Spq833qr2mubLFwYjU5n4MUXKxg1KoCMjDAKCrr58EO3/u+VVw4jNzeKggKp/SZPDiYhQUNZmftZXGNuaDKkK0rmAtLgph25+5tIWBj4+jpJTPTh8OFxbNs2nKCgbi6/XCA/fyyPPCL5gJISCcAlJirHmU5nYvRoWLIkSE66PnNG+u6kSd5BckXFIJ2dDsaP995fd+82kp9vYeJE775r584BqqstivLud9/dzdNP99LX56C62snBgyL9/WoZMBw54uDkSRUpKVKfaWiAtrZAJk8OJipKxZkzNkRRSpT09XWPrcZGE9nZajIz3QClsLCfhAQTkyYFcFG+JnY75OfbsFicOBx65s3TyNUN+/vt7NvXhFbbJ1NS+vpsNDdb8fUVPCpsAtTXS2N75EjpN2pq+ikv7yRwCE5xUcUu1mi2WBzMmOGuAukC3S5eP8DgoJ0xYwKIi/P+Lqqre3A6zUREuPyYSFiYRlGARKczMW5cIFlZkixlfn4bY8aoGDdOej8nT/YzY0Yw8+eHK/KDjh8fIDxcowChLtPr7bS3W1iwIIJFi9yBG5vNSVOThRkzguWo9c8/S2PhssvCFcmTADt29GCzQUyMjyK/6NNPW3E6pYTsi+cskBL8i4oGOHtWz6JFnol2O3dK11y4MNxrkGT79jamTfNl/fphcjCmr8/GyZN6GhvN5OZKINLpFPn1V2mRsmyZ8jrbtkk++dprw7wGqN54Q/I3f/lLoNdIPMAPP9jp6RFJSVGRmuo9N6uszM6uXTYCAuC22zz7weCgyHPPDdDb62TVKl+vUWxRFHniiU5OnBjkyScjPXZa/v73LiIiAnj66eEe57rO/+67bkaM8OWee4YrdmSlz6Rcnj/9Kcnj3I4OM3fffRSA664bQ1yc5Heczsls3arC4RC57rpRcqn0p546RWGhlOx+2WXx/PnPhTzxxElOnXLPcZ98MkdRyfH06T6mTInwUsnRzOTJkbz9dqZHkmNl5QBbtmR7BdgAK1YsISEhnkOHjlBRUUVnZzfV1XXk5xeybdvPvP32h17P+++y/zLIFgRBDbwLPA9cnNY9BykCvc11QBRFI/ALsGTI9+qAtYIgRAiCsAYYGgoMA/pEUfQQGRYvJrBewqRokwR8hkaxy8sFystDiIwMVzh8lw0MCMyYoWbSJKlZ9uwRycvTyJNWYaE0yc2ZE+R1QNhsTn7/vQ+AK6/01Ko8dKiHpiaLR9LjF1+0ceyYwUPy78cfOyguNrJggedW3Z49veTnG0hL867v+dhjbt7ULbdIOtk//dRFQYGROXM8nZteb6egoJfTpw0eKiZDrarKyKRJoUybFoafn4r774+go6OBjRvPeXxXFEX27++isLCXtDTlb/r4+MgA3mx2sGOH1JWGCuw3NkoToatSFUhAMjMzXBHxb2qycO6cSS4yMmVKGHPmRHokubls0aJYMjOjLkR7JEtPD2fu3BjFe21vt5CdHc3cud7L2wYEqMjKivDI1pZ+L5isrHBsNpHjx/vw9/+NJUuK5M8zMqT+4Y1O4gIAIEnVrVlzApvNk2crqd8oOdFtbWGcODGGnTv30d8vrU4MBhtffy0B3Zdemk5AQDAPPhjIG29o6ezsIi3tLWprV/HAA9+watVar886fHgoJSVmOfILUsS5sVHPp59W43A4WbmygHHjfiM/X3qXDzwwlqlTw3j33SqsVgchIVqeeGIsM2aEsGGDJBG4aFEMt9wygpkzw7n33lKZoz5rVgRr1yYyfXoYzzxzWnEv9903huhoX2prjbS2epZNv+66RCZMCKG52cSnn9Zy//1SBcdXXz0va17PmxfNoUNdfP11E3q9jbS0EFpbJfqOK+IdEqJm9uxQBQAODFSRnR0uA1+AsWMDyckJlxdtarVAX59NVq+Q3osFg8FOdLSKuXODZLBeXCxN6BcvpM6dM1JW1ierbIiiSHCwmtGj/UhL84xYmUwObDZJ59klzzd0jJlMUslulcq7BrbR6ODMGTNqtZtuYjI5+egjPS+91I+vr0BFhat0uhtUlJdLx1xUEEnjWpBrE1RUWJg9W8O8eUrAtXt3J/n5LaSmDq1saKCpaZAFCxxs2xZESooZrXYQ7QUcrtUKnDyp59ixbjo7e+UqjKdOSf08NTVArgJbXKzH4TBz+eWBHiBZejY7EycGMHq0n/ysoCy97nQ6mTgxkIQEpb+urdVz/HgHfn5SXzWbbYwZ40t8vHvBYLM5qa7uxmDwXk3V1TdCQrTY7U7y8zvp7x8kISEYHx8fRFFk27ZmKiv7ycoK4+BBCajMmuXeuSwo6ObYsQ7S05X3t3t3N729dhYs8JyDfv21g5ISPRaLqKjHkJfXz759fRgMDsaPd2uyZ2QEcs01nvNFYaEePz+BVavcQN1qdXLsmPQu/vAH7wDol18k37BiRYyCruey+nozaWkBl9R6/v77dk6d6iMnxz3vFRb2ExSkJjMzVA5SlZcbGTPGh8svD1UExJxOkZYWG1Om+LF6tefcefToIAaDjdxcLbff7j2yDLBjB+TkaLn66gCPQJTLvv7axOTJKtat8/VIQAX45z9NGAxOJk3Scu213nefdu0ykp9vJjJSzZ/+pGyT99/vprPTwahRfuTmep+zd+7s59tv+7FafTx2Fg4e7GXnzgEWLhzGtdd6vq8NG86SmBjEwoVx3HWXFAfduPE4X3/tx6hRfjz77BSeemoKAE8+eYoPPjjH+fP9fPVVjteK2uPGhcpqIQ8+eIy2NjNZWTF89FHWkAj2XhISAjySHP/2t1Ns394oy/Tl5l6ag52WNp6qqppLfv4/bZeuCXtp+yPgB7yPRPsYauMBB1B10fEK4Lohf38E7Ae6gX5gxZDPTgF3C4LwNvCRKIpn/7M3ptPpAHjrLV+6uyXHYzKJNDQ4GDFCzYkTInFxrcyda0OnU64+RVHkwAF/qqsjSU/X0Nxsxt+/kQkTwOnsR6cTOHKkj7Q0EwsWqLFYLHLktqurC4PBQHGxkfnzzUiH29DppIku/oJ0QFFRH0lJA0ybZpbvtb/fxsmTVSQliaxZ445Q9fb2s3mzjrAwKzk5Nvn7IDnw0lLJmWVkhNDS0iKrgwB8/XU3r77q3sLv6LDQ1DRIR4eRtLRB/Pw60emU66OKCj0+Pg7GjQtGo1HJz3Sx5edX0tlpYdIkiYawfHkM77xjoLZWR12dUruzs9PC4KCB8PBARo70R6/X092tjNzqdDqKivpZuNCK0Rglc9VbWlrQ6eqZNcvChAkG+fmrqnqpquogNFRaOFgsFhIS+unp0dPQoCMqKgyttoeWljbOnhWwWGI83pPF0klbm55Tp6rQaMIAaGpq5dgxQXYOOp2Os2dbaGxsIj09VtH+kZGRBAdLWeBlZW0MH25Dp1M6MB8fB83NDRQVhfDBB+lYrU70+nb5d0JDHSxYIGKx9FBbW0dISDBRUdK2a2lpn+K3fv21gz/8oZBnn5X6UVxcHL6+vlRWGhRRVgC1GpYsyeTYsV94773PmTRpPFOm3EJ+fjtr1kSSlRWAw9HK6NF6HA4BjSaUzMxB9uyxcPhwP3fcMdzre0pO9qW11U9B0RgzJoSkpEB0OiOlpX2MHx8CNLN1awPz5sWQlRWF1eqkvd3CL7+0sGpVIuvWJfG3v53GYLBTUtLLlCnh/OMfE0lN3Ut3t5XPP6/njjuSAHj55TTGj/+Nw4cd3HDDCK64QnKsKSlBzJsXxXffNfPGG9X84x/pF7WBirffnsqddx7n0UfLKCm5jMsvj8FotPP661U8/fQEkpMDyc6OJD+/m23bmlm3Lon09BAaG82UlvYzZ04kfn5qjh7tUiQpi6JEbRpKA7BYnOTl9bJsmbQLo9EI+PgICnDX1mZBrRYU2vqVle4FwlCJOJBANiArFHV12di7t4uwMI0s5zfUdDobLS12xo/3ka8bHx+PTqdDp9NRXGwmK6uH0aN96O5upLvb3Y8B8vPbuPxyPcHBGjo7G+nshLNnrYwY0cOoUWr8/ZOor7eRmyswe3YnOl03DodISoqRhAQnQUFGdDoV1dW+RESEMWGCgMVi4dix87S2Ghk5MhydTtoFsVqd9Pc34esbwpQprufrQqerIynJRHp6KGPHWrHbTzNiBOzYkUFY2HCGDVPx6qv9JCX1sWCBSh5Lp093kptrZto0NXq9nuDgYI4fHyAgYJBRo/oVY9fd9lWcOSMwYoSUkJuQoGfpUht2eys6neHCPfVjMNRhMEQCky+8awt6fQtJSXpCQnrQ6dT09jZht7chCBosllH4+koc/8hIC4GBPV6vn5JixcfHD39/FR0dVkaM0BMerkUU7VitUFRUiY9PJ+npGuLjRerrjYwZE0BWlp/8e+fO1ZCUpCc11SQfGzlyJAUFfRf6zqDHtX/77TxJSQNcc417N9NisfDrr+UkJfWxcqUPOp0Og8HBgQPnEUWRxYvHyN/t6uqis7OfPXvOMXKkSGZmlHyNQ4eMHDjQx4IFYWRmhnh97t27TzNzpoOVK90LRZe/kebgsxiNDsaNC0Onk4INSUlJgKTz3N3dRmoqjBqllxPODx1qICKig0WL3MGO/PxOmpp0LFwYRn19vXy8qsrCmTNNqFTRssLO0Lnuww/7GRiwsmyZP11dAwwMuOdvkOaFzk6Ro0cdaDSQm6vGarWi0+kU46m+vo8ffqjCZoNrrw1Hp1NCrdDQETz+uBGHQ8Ozz5ppaKjnYnM4RDZuNJKZGcTq1cH4+trR6RoBaZF26lQnEyaYefBBDfX19fK84Hqm/v4B3nhDR1LSIH/6UyydnU10droxyUsv6ZB43jY6OpoU1z57tp/t20sZGPBl69arUKkEtm07zauv5l1QZBnNqlVRNDa2sXVrHTt31qLVqvjkk7ksXjyciAgn+fktGAxutH3ZZVEUFdVy//2naGiwsWZNEq+8Mo3e3m7OnDHyxBMn0WqtxMf78dRTE+jt7UatDufxx4vZvLma6dMDue++VFJSVDQ1KRP9tVoNsbHSgq+goJDLLlvktf+B5Pf+J+2/FMkWBCES+DvwoCiK3sKE4YBBFMWL97d7gQBBEHwARFHUA7OAscBwURQPDvnuP5Ei4fcB5YIgdAuC8IUgCNP/M/dYXKzmvfd8GKqj+f330q3W1MDYsQITvaRPtrVBby9ER0NSkhShGTFCTXa2VgaOFRVWjEYYNcr7yvXwYSNlZTaviYgVFUaOHzeSlhbC+PHuz3/7rZvoaD+WL49W8PEefLAak0lFX58fKSnKyNXZs0YSE/1YuzbWg/O3f/8ATz+t5MieONHH0aMDpKQEMX9+hNckvvr6QYYN8ycn59JygCUlvXR0WAgJ0bBwoRTdTU4OJCnJn0mTguUIoMskzqOGK6+M+g+L1hQU9FFWZmDePOVKvb5+kPZ2G9HR7giRq/DH0KTSpKRAgoN9ZMDpisRIeuWe5uIpuqTfAHlrcqgYfnOz+cK1vEcZXHJ/3p7N11dNZKQPdruI0ykSHq4lKEgjRyz9/dV0d1tpbh70KGt++rQnZ6y315MykpTkz7XXRrFyZSixse3MmNFGUdFYnntuLhs2vMKPP/5AWFgYb78tRdBnz5Yqq2k0MHNmPxERZaSkTCctLZCMjAAGB71H3QBGjQokKysKlcotBQewZEk8WVnRlJX1cd11iQQEqKmrM2K3Oy8kKiYjCPDbb9K2ZFiYD3feKeU5b94s0TdiYvx4+20p3eKFF87R0uJS0Qjgb3+TButDD5Uoyts/+qhEJ9m4sdZrZU1ptyISg8HO7bcf5+GHUygo6OHll8/T1CT9/p/+NIrZsyP45z+lCW7u3Ei6u60UFUnRelcEdaiqimv7eKie+rBhLlUb6T5UKhGr1YTZ7G5Pnc6Iw2GTo+JOp8i6dbXy5/n5ygVtZ6eVlJQAuS9fTG+42BoapL4/fLh331RebqW+3k5IiPet7QMH+jl7doARI9xTQmWliTFjHMyZIzXEkSODHDpkJDZWevbWVifFxU66u1VyBPjMGQM9Pe2kpUltcfas9P+h8n3V1SbGjtWycmWoXNRnYMDO6dN6EhM1TJjgz+nThgs0kwBCQtQyd7q4WEoEnTrV7UOLi/XU15vkqLTrGr6+KkWZ76HmGttDufhnzw4oItkuu3j/1M8P0tOD5K171w7a0MhsQICKCROCvBYGcTic1NYO0NSkJyhIQ0uLmTFjAhR+vqpKT3p6EJmZYahUAv/6Vx3V1V1kZLgjloIgLcKGJsvrdGbi431JSvLz6CsGg52yMhOTJoVw+eVuoCElGxqYPDlA1rQuLDTgcEhJlhdXLj52zIDV6mT0aH/Fgu+HH6RdtZUrvfv7jg4LVVUm+vttzJkT5vF5a6sFg8FBeLhGkdznsu3bOwgN1bB0aZQi4bmiQho7Q3d4ior0HscATpyQxuT8+UEe99jSYqegwIpaDddc493nA+zfLwHHOXMEgoK8z2vffGPCZoNZs3wUEsIue/FFI729ItOna5k1yzune9cuI0eOWGhpEbn77jDFZ9u26Tl2zEJ6uj/Tp3u/199+G0CjUZGa6s+KFcq5tahIT1eXnaAgNStXKimnDoeT99+XqHh//OMYUlJCKC3t5euvpYqK11wTw6pV8YiiyKefnuerr2pJTw+X5ft6eix89tl5wsOdCh765MnBPPHESbq6LEybFsWbb84iMFBDc7ORTZuq6Omxkp4ezlNPTcHfX4pgv/hiqSzT9+CDE5k69d8D5AMHDpORkfFvv/c/Zf/VSPYGoEgUxd/+g+94o3QIF38miqITz4g3oijagesEQdgALAdygGuB6wVBWCGK4q+XunBSUhLXXdcvl4122XffWfnLX/z44QcVVVWJvPKKBKSH2tGjIqmpTlJTuRCh1JKXl0hampakJP8LRWikiNHChckKzeqoqCgiIyP54QcDOp2GZcvGkpSkBNpbt7YBAjExI0hJkUCGxeLk3XdbaG0N4Mkn0+RVcFWVka++khxWSIiGUUPT6IHPPquhpqadK6+UAPHQlfbXXx/12Ko5fryPmJgQysvtXHddkhwZGGoNDRYaGrpkGbyoqCg5sgpSEtCTT56hpkbkgw+myhJSvb0WDh404uc3yKZNoxUctu++s1JV5eDyy6VuFhwcLD+jy0RR5OefG2lsDJUTelzPVFbWiE6nYdassbJcnsXiJC3NSWqq1L6+vr5otfGcPm2hqyuCpKQkfHyGMXKkjd5eFVqtexJwPdPUqRqKi/1paQmR2yIxsRO73SSXjU5KSmJgoIcRIzSkpY0hKcmTx261OpkwIZbwcB+vbTp+fA8mUz86nZnISC1FRTYghqQkqQ3U6lp0uj4sliiiotzOw7XlPXy4H0ajk/T0QL77bo6HkkZAgIZXXolm9+5z/PhjM+HhUWRkjFN858Yb/87mzduYMcOHa66ZSGio1B5nzxZSWqrlr399kOzsZK68chu+viq2bJnm9T2NHClSWVlJV5cFnc7IqFFS+6enR7BxYx1jxnRy662jSE4OZPfuNgoKupg3L4abb07inXdq+fzzJp59diIjRgRw//1j2b27lfffr+bhh8eTkBDA2rWJ5OV18a9/NfPAA6fZtm0WIFFOjh7toqiom1dfPcezz0qgOyMjnBtvTKS+3sSbb1axYYNy5SwIAh98kEF+ficgUlHRzzXXxPPDDy288UY1b7wxieXL4/njH0sYGLBTVtZPeroEME6c6APcmvYmk1RyWxAE/P1VzJwZqgAXycl+5OSEYbdLfse1+FJWDpRAsks55qOPOjh82A2sv/yym6efdu8E6XRmqqpMMkjr7raSnR0qg8KLraPDRnKyluRk5YTt6peFhQ3odD7MnBlPUpInvWnHjkF0ugiWLJlAUlIYAMeO1bF3r5M1ayRFgrIyCcjPmJFIUpIPZ85Y0ekMpKRoSEqStt7Ly1sBC+PHazAaVTgcw0hMVLFw4UgZhH73XQM7d3Zx551DFUnU6HRhjBgRyoQJo/nuuzpiYhKZOTNS9m+iKLJ3bw9dXRo++GC87BMOHmxCpwslO3s8wcHBF3xKK319AgsWTCApSQm09HobQUFtzJrllKloNTV+tLQIjBuXLO9ctLT0EBPTz7Bhbl/u6+vL/v12zp0z8+KLo0hKCsNu19PXN0BgYKwcSQwO1lJQYKKpKdDDN/T1WWlt9SM4WHNBPtDA3r0Wli+PlL/79tu9/PKLmeefH43d7kt9vQl/fzVTp8ajVqtobx/km29OERKiYc6c8XK/+frrNk6e1LNsWSTDhyt5up980kxpaRBRURGkpblVJioqrPz2m8QH/+GHVFQqgeLiGkaMGMlll0Uqcm2ioqIoLe3HxyeeefNiSUpKuPAbBnp6eoiNNXPzzcMUfc9l+/c30tsbwYIFkcTEhMnHXf7m9OkORo4cwahR/h5zHkggu6LCl6efHiv7Y7vdSVtbC11dGnJy3Nerr7cRF5dAbu5YuW8C1NZCYmIgixe7QadrXnj77U4cDg3XXhtCRoYnRcb1TDt22Bg2DFatUpOU5G1RJrJvn4rhw0dw000hHkpidXV2TpzoJzJS4B//CGb4cG/0TQevvNJAd7cv77wTeYFzryYpKYmODjuvvz6I0ejLF1+MvEQxujD+9rdmenpC+PrrJMaOdV9DFEVuvLGC4mKRF19MYdIkpeLIpk0NVFaGkJwcyeOPT8NicXDLLUcoKzMRFlbNU09dBcBTT53igw8a0WpVvPjiJBlgr1ixj/LyXq64YjhPPz2Fp58uJjBQw9NPn2PEiFDGjxfYunW+TBG57bYS2trM3HzzaF56abqCg/3zzw1MmBDKhg0Z/2mZvrCwUPr6erzOyXq9lS+/rPQ86b/R/tORbEEQ0oA7gOcEQQgTBCEMcL3dUEEQ/JEi1sEXeNtDLQwwXSL67dVEUSwTRfEFURQvQ0qMbAVe+HfnzZun9eBbl5XZaWqCqioIDgZvi5zduwXy89WkpEi3/thj0gTrEpgvLXVw/rw/06eHExHhGQ06e3aQ6GgfLrsshFmzlE5dKu9rRKsVuO46N63gp5+66eqyMWlSIFdcIQ2CmhojOTmF2GzSRD1xomdUfP9+KdI2NBrhsjfeSGPlyjiGivXX15s5elTa5vdWfQukQjDgjgJfbDt3NlNV1U1goAGT6TdqaqSOevKkRDuZOjVSBtj19TWcOHGY4mIpou6NN+7axq6vHyQlJYCcnDCmTnUDu54eG5WVekaP1ioqgpWVGcjL61WosyQnS06so0OKOMbH+1FVZeXgwX45a3+ojRkTQH5+L4cOuVMBGhosHD8+gNnsXqEUFPSQl9fNiBHeIwVGo8RBPHv20nrWFRUGdDqTPHE3Nrqj55mZ4YSEaKitVUYxjx2bS0PDImprFxIa6iQ/v4Mff1TuTjgcDt599zUyMmZx333bSU2NYunSMYrviKLIX/96AqczkrFjo2WA3dHRxfnzJwEwGDQEB2uJi/PHYnHS0OA9ml1fX8+iRVKfGqqI4ipUU1rahyAILFsmTezffy9ta0ZG+jJrViSiCJ9/LkWMk5ICSU8Pw24XeecdaZ0tCAJPPDH+grZts1yyXaoYOZaWlkFefvkcdXXutvrzn0dTUNDN22/X0NnpGc2OjPTlk09mkJ/fxWOPlXH//aN59dWJvPyyBMgDAzXccotUcGnr1iamTQsjOtpH5m0Prci5fbt0PxqNwLFj/dTWut9jVJQPeXldMr/e6RQZMcJfwdsWBEmNIi7Oj9ZWK48+2qC416qqQQoL3c/W1WWVfxugtdVKfn6/V64jSJHb2toBhg1zj3vXGJP8Tz8TJwrMnu3Zl2tqzBcS5UKYO9c9Vo8ele5nzpxABgYcBAWZWLRIJauE1NdbyMmBrCzJH4qiiFotkpioZtw4LXl5RgoK+hEEmyLKe/Cg1E7z5oXJx44fHyA4WM2iRRL4+fbbNo4d61Vwb3fu7JZ3sly6zF1dVkaM8GXq1CBSU907WB0dUkGwlBRPAFJZaSI/vxej0YFKJSCKIuPGSbz6oZFni8XBsWNdNDUpx2dLi7Rgcu1wmc0O+vpsikWVK+mvu9uzX/b1WZkyJYypU8MvtKOr3HWg/M6OH5d8/IwZEZw7109OThSLFsXKO25lZZI/T08PVURkCwul45mZ7rZ12W+/Sb76lluU1LaffpL6+fLlklSp1erkyy87ycvr4/LLlb9jNDr46KNmzp/Xc+217vnnvfeaKCjo4ZprIi6pqPLNN63o9XbWrPGuOnLqVD+HDnV51Yzv7bVSXW1CrRa44gp3jszJk/0UFXWTmKiRE9T7++0cOtTLqVMDivnT6RT5/vsu8vN7mTNH2S8MBiebNg1QX2/j+usvLdtXWytSUABnzsDixYL8voZaQYGFvXsH0emsXqs3Pv54PwcPmrnqKg0ZGd6j2C+8oAd8WLs2hOuvVwY8Xn65l4wMf1avDmbuXO/3+uKLbfT0OFi4MJjrr1dGsXfu7OfgQT3h4Wr+9Cflu+jpsfLooxXU1Ayybt0YgoK0PP/8acrK+oiOdpCb24IgCPzjH2cpLe3D19ddgKa7e1Cu5DhqVDCvvTaT8ePDeOmlDIqKOmltHUSrFdi6VeJaV1X1s2LFPlmm72KAvXlzNWazgxdemMa8edJ9dnZ209joqWblMlEUGTNmFD/88LPHZ0eOdDBv3g/cfffBS57/32H/FbpICqAFjiKB6V4kXjZAE1Iy5DlADYy56NzxFz77PzJRFHXAdxd+5z+0l18OYFhSGGNSw/joo2A2bw5k9+5g8gsgJxdWrYKLiuAhirBnj/TvxYvBbBZlebeQEFcWveTcLyWf9euveo4dGyQ+3jNLuKzMxM8/60lICGHBgjDXM/HKK22EhQXy2GMjEQSB+noz8+cfo63NvT09lNIAUFtrprDQQHZ2OLm5YR73MWlSCOPGRRAcHMJ9943l448nsXnzFIqLDWRkBDFrlvcEiRMnTERE+JOe7j2R8oUXTmOzCcye3ciBA7uYOXM2c+bM4IkntjBlioqkpCZuueU6kpNHMm3aDG6++Ta++247KlUVEyb8R7q7Rvbv70WrVSkmKRfnPCpKq4iO63QSCBxa/CA62hfQUFfnbrfp04MvPJcn9WLSJOmz8nK9rBJxsUKE0ynK5dJHj/au5mAwSGDs4sx7l7loKTqdiQkTgpg0KVgBBqOjfRkYsHuUX4+K8iUx0R8fHxWPPy5Fpv/2two5Qtrba2Hp0tV8+OF3zJnzMlbrGBoa9Dz99FzefvsVli27jM7OAW67rZqKijYCAmy89NL0C8/l5O67HyEjYxizZoUxOCg9w5IlccydG0119QDNzSZee+0c77+v3GiaPj2CnJwYxf2mp4cyb140gYFqBgcdrFqVQGpqCNXVJpl6c+edSYSFaTl5slc+9tBD49BqBU6d6pVlCkeODODvf0+9EFFvwGKR3kVOTgxr147AZnPywQfuhJbMzAiWLo3FaHTw7rveE12uvDKe669PxGRysHJlPg89NEbehQG4446RjB4dyMcf1zFuXCBdXVZ++aWNwUEHH3zgpnM8+eRZHA7RqzLNyJHSROcaq1arJLfW3++mt5SWdtPdbSI21oeKCrOiOI3Lfvmlb8hfDsLDBQIDpXt1q+p472vuKoSe/qmmxkJzs43OTqvXIjTbt/dw+LCeuDgfebekttZMd3cfCxf6kJrqx5EjUjEKg0EvBzFOnLCQlzdATIzUFjqdjYKCfgYHzQwbpubAAamfzJ/vHj9Wq5Pz501kZ4fKShCiKPLlly2YTFauvDKCujozFRVGQkM1ZGWFyec+84xbTcYFLE+c6Ccvr4vAQDeVR0q0DmLhwkivtAUXvcBF2xsYsHPgQA8nTw4o1J1c73hoZViTyc60aWHk5kbL+v2CIMk1DvVfISFaZs2KYNq0cHmHw2Xt7RZKSvpk/9HfbyUzM4LUVHel26AgNbNnR5KREU55eT95eW2Koinnzw+QmxvBggVKel9fn4Vp04KYNUvpxxsbB/npp06mTAli5UplIvePP7aQkRHAmjUSbSAvb4CBAQcTJwaQnKwEidu3d2EyOZkzJ0T2b729NjZvloDPPfckerQ3SODtwIEeBEHg8su9UxLPnpXei2uXcqjt29dNY+MgV18do1gI7dvnWfX4xAlpoTFpUpBirJ8/P0hvr4P4eC0JCUpa1S+/6HE4RObM8WPatEsnPP78szRur7pKwN/fO1Vk82bpOW65xVMgoajIwtatZvz84LnnvM+1FRU23njDQFOTyP33hyv6VW2tjffe6yM/38ozz3hPyD9wwMCbb3azYEEw77+vrLhpsTh56aUOMjODePLJ4YSFKcHQP/5RS1eXldzcSG64YTgHDnSxaVMbM2ZEkp1dypQpKXz9dR0vvXSGo0e7+fTTuYoIdnCwVlHJsbp6gKeeOiknOX777XwCA7UXCtDsIz7en5wcZZLjX/96nJKSHjnJcerUSC6//Heee+5n5sxZSm7u1Vx99S1s3fozRqOJtrYOCgtP8u23P7JmzZ1s3foTzz33jPxMTqfIq6+Wk5OzF5UqgKlTvbfbf5f9V0B2ATD/ov9eufDZUiTd7CPAAJJsHwCCIAQg6WXv/M9cRBAE75p0Esj3Xqd6iJWWQX2DgN6oYt06Lbfe6ktWlpbfdkLeYZg02fOckhKIjIKrroKJE+G229zqDmPGSB30/HknI0aoZH7ixbZjh5TUc+WVniD222+lSMHll0fIpcCPHzdSXGzC6RTkqliffdYoK2q4rLnZIjtjgC+/bMfpFBgxwl+WqhtqUlZ6B3q9k5UrY1i/fiSCoMVul8qOezunv99OTY0Zg8HB2LGeK2OLxcGZMwOAwIYNS/jss7eoqChgxYpbOXHCSkmJjvb235k4cTxffPEBVVWFHD26k6CgJJxOLSkp3qPnAOfPS6D54uueO2ciMlLLlCnK9gwN9SE7O0Kh/ypFtQUMBvdklpUlJd9cvEgBaQK84oooxowJlEF7UlIgaWkhcvW+jg4LY8eGsHBhrCJqPtQMBjtpaUFMnOh94ZKaGszIkf7U1ZkJD1dTVtZDVZUSoAqCJJ14Kbv99iTmz48kIMDG9u0NHDzYxMqVv7J370ScznWcOWNh+HAfVKqvmDNnGt999wPt7dGMHXuCLVv0mM2p/PTTZIKDNVitVjZseAu93sjixVdQVNRFS4vUPiqVQEFBJ5WVelpazPz1r6W8+64SZCcnB5OX16soehMcrKW728rhw90cP95DRkY4FouKXbs62btX+t78+dHEx/vxyy9t/PabVKhi5sxIlixJYN++HgWYve++0UybFsa2bc189plOPv7KK5NJSgrhtddqKC7uk48/91wqmZnhvPFGFR0dntU1Ad5+eyog7Y5Mnvw7zc3uaP2UKRLntavLyvHjfSQk+ONwiHzySZ28uwNQXj7A1183EhioIj09QME1HD7cl5ycMKKi1FitTplyNLRqogtwh4ZqmT8/hCNHUnnttQSSkkQSE2H16ghWrnRHnPr6bPT22mSQ4Kr6d3FhFJcJgkh6ur/XEt6nTplQq2HWrECvoNMl1bZihXtLed++XgwGB6GhUt9wccaHFj1x1RFIS5Ouefy41P4zZvghCAJnzxrIzQ1g0SL3+DhypJ/q6kF6emxyEmhJiZ7GRgsxMdJ4//XXDrKzQ7nppmEy6D94sIdTp6R7GDbM/YwuQDV9utvH/PJLG+XlfYpI+VBrbjaTkxPGrFnSOe3t1gu/qwwGmM0O5s6NlItjgZSofvBgJxUVA3Jb2u0qrFY1KpUbBKtUAmfODHDoUKdcldVlLkUcF3UoP7+DwsIOecesp8fK7t3tVFbqiY72o6ZG8hljxrjvIz+/k0OH2hV+0GJxsHVrI8XFncyYoQRw//pX+4XfCCA42O3Pysv1nD5toLbWRE6O1P927uxkxgxfbr7Zc6d0375usrJCuOkmtwztli3NTJ8exJo1MaSleQ9I7NzZSVpaEAsWRFyySNjgoIN58yK87t7u2iWB6RkzlHNJVZWeSZOCWbjQDbILC3sZOVLD0qVKGsaxY/1Mnapl9WpP6b6NG9txOg3cffd/XM/h669FkpJg7Vrv0MlgcLJ7t57sbC233OK5o/3UUz1kZ2t55JFgRozwPn+/8YYepxPWrw+8UELebRs2SNKJN98c7KEqA2A2O1m/vgkQmDcvRC5k5bLXXuukoGCQnh41996rlBLev7+Hl19uIiMjig8+SKery8pNNxXT1mbjssuS6Oo6io/PWP72tzIAXn55KsuWJcoA+8yZPtraTGzfvkgh07d7dws33pisoIi4ZPp8fTV8/XWuIoK9aVMVNTUDbN06jylTIlixYh/Hj3fxwQeNbNz4Hk1Njaxfv45//esXkpIyyM6+imeeeZn9+wtYuvRyysrKueKKqwFp1+immw7z6KMlOBwi8+cncPTo6v/wHf//2/7TIFsUxS5RFA8O/Q93dDpfFMVKURQHkQrHPCEIwj2CICxEikCrkCLd/xl7+kKVyD8KgpArCMJSQRA+RQLq//Y39h6UElNWXCVNTNK9w9790r8XL/I854cf4PRpiIuDzZutbNvmZrXs2+fAbhf56is1DQ1BLFrk2bE7Ox1UVWlZsCDMo9CDKIpUVDgYOdJXUcFq+/YBoqI03HZblDwZ33PPyAulTZUOwAW8RVHkyBEJzF+85eeyEyekhKHYWC3Z2WEAHD48gEYjeDgdl73/vrS17+cnePB+AcrK+pgwIZToaAMbNrwEgFarpaQkBBC4884JfP/9a/zhDzeTljYOlUpFd7flAm99kLg47xQUkJLF5swJJSND2W5Hj/bR3W1j2jS30xNFkV27esnP1ytUGvz9VURHaxWgJj7el8LCAUpKvNVLkqKNZ88a5G3//n475eUmWVqrqWmQ0lIDXV2eGtguGxhwUF7uqfDhssREf+rrzZw/b/BKF5k+PYygINi7t0WOUl9sPj4qrr46mpMnO3j77Qo++ugMRUWtBAf7ERPjz7p1Y/jkk0yefXYNjz9+H/fe+xoq1Z/o6wsjOdlOZuan3HrrNXz22VfMmHE5paXlfPvtt3KVStcCLiVFaufqaj1Tpki6u5WVekVS4fjxwWg0AiUlfYoqjzk5UmQgL68TQRC49VaJguFKKFSpBG67bSQAH37oBtT33CMpO7zxRrVM0dBoVDz8cAoAL7xQKSeKJiQEsHy5xMN8/nm3POX06eFER/tiNDr4xz88UjwAiInxZ8IECXScOdPPuHG/8fLLFVgsDgRBYPXqeIKC1BQUdDN7dgSZmeEK4O+yv/+9grAwLadPD3DunHux5OOjRqczUFLSR0ODCYfDyZQpofI7dzqdjBkTSEpKECEhGgRBYPbsYG66KQqdrhOzuY/vvkthxgz3GFCrBQ/N9ry8LqxW75rpBQVdnD7dQ2Ki54Lw6NE+NBoLOTmeVJG+Pjvd3TZyc0NYssQN8o8fl/zMwoXSsRMnupk1S8PChdJYdjhERLGfnBwnqanSNSsqzMyc6UtubgANDRb27h3g1Cm9gj63Z49E0XLR4wAOHuwmPT2Qq6+W6ApfftlMfn4X2dkSoKqrM7N69Wk5AbGnxyYvZOrq9OTmhjF3bhggcXRd0c3Fi73Ha44c6SEvr4vERGkMdHRYmDs3VPaXLmttHaSgoFshr9jfryx8BW7u/cVj2EWRuRhk6/U25syJJDU1BFEUOX26D4D0dOn6roWvawfN6RTJzo4mJcXdP06ckNpx+nT3OystHcBqdTJ+fJBHYKCkRI+fn4prr1UCqx07OhAEuOaaWLRaFaIo8uOPHRw/3udRqr2tzcLmza0UFfXKWtoOh8hbb+nIy+vm5ps9i8u4bPPmBsrKehV0yaFmMjnYsaNTLko21ERRpLl5kOBgtYIq0tNj5Ysv6ikv71WA7CNH+qivN8t64u7j/RQXD5CYqAS3TU1WCgoMiKLI8uWXBtn19SInToh0dsLChd6j2P/6l4HmZjtOp5Px45UAee/eQfbutXDmjIW//MX7YmTbNjOffmoiI0PLhg3KeyksHOSrr8wsWhTA8897TwB87bUO7HaRiRP9ePRRZcS2utrCyy9LAb+NGxMUUX693s4dd0hCbldfHcuECUH87W9VtLQMkpUVztNPj6asrJ533tGi1Ubwl7+ksn59Cj09Fh5++Bjl5X2MHh3Mjh2LiY8PoLq6n2uu2S9TQV55ZYYMsB94oAiDwTZEpk+L0yny0ktlcpLjP/+ZQ3p6OI88cpyysl6Sk4OZMeMMGo2KgIAgbrppHXv2HMRoNNLZ2c2xY8Vs2/YzDz74hFznobXVTG7uHqqr9URE+PDLL7m8+uo0fH3/T0T1/s/t/0vFx0vZy0gJko8DO5B0sxeLovhvo9AX7CugBngIKfq9BUgFbhBF8fV/d/I/vwcCYfU17mPlFTByDCxZCmlpnuf8dIG+M3Wqg3vuUUbDdu2yc/iwg/5+GDfOexGbn3820dYm4uvr68FHO3x4kJ9/duJwRMhVIg0GJ2+9NUBvrz933ul2TCqVmjNn/JkyZSQffzyJBx5IYv36RJlzfPDgALt3m5kxI1Ke/C62L77opq4O1q9PRK0WMJkcbNnSR1BQACtWeN+m27hRku8ZGPBO+DxwoJuyMgtLl07lxIkSfvttH7/91sQ339Qxb94wHnkk3eOckyf7LiSO6Rgc9B5hBCgqGuDIkX6FFjYgg+PJk92Oprvbhs0mEh6uURRf8PFR0dlpkyNS4KaTDC2TPdRcn+t00ucXT4iuRLWL72uoeSuMM9TGjpXARUvLICNG+DNjRriCmzpiRAAhIRp6eqxyJUVvdvvtYwgO1lJW1s2ePYcRhDZ2757Bzz/P5s9/HsPs2VHcccdakpJmsW7dMUpKjuPn9z3l5dM5evQbrr76ZjZs8OOJJzayd+8hRo1KYdgwPyZODJUpGenpYWRmRtPZaUWrVXHzzUnMmBHFwYNuXrK/v5prr01g4sQQjh9389kvu2wY2dkxFBdLwOzmm0cwe3YEOt2gDOJvv30kqanBGAwOubjM4sUxZGdHkpYWzNatzfLvrVwZz+zZEYwfH8JPP7XKxx95ZCwREVr0ejuVlW6Q+7e/TQAgL6+Lri53X3M4nJSXS+365z+7GWxGo4PHHy9jypTddHVZuOqqOEwmB1980UBQkEBhYYcM4obasGF+8vZqT48N5xCCdHKy9K5ra40MDjopKemXF18OhzQeamuNCuqTS8nCW7Ehh8OG3W5FECTg5tphGToxukwURerrpcWQN/WRU6eMFxKGPUH2gQP9nDljxul0Vyd0OkV+/LGd6GiBRYvCMRod7N/fy/HjPWRmSuOxpmaQEyd6qK3tljWxf/qph2PH+sjI8OGPf5SUY0aP9lMs3H/9tZmxY9WKOgKbNzdw+nQXy5dHUFtrpKion8BANVddFcPgoIOrry5VaN5brSLHjw9gsznZtq2RQ4daZQ7y0aPdTJoUxPz5kXJi5MV2+rTUT13UuOZmMwUF3RgMysWym3vtblOLxcHcuVFyLgJIdLHERD8uzvmfNSuCefNi5DHmMp3OwJEj7Wi10N5uJi0thAULYklIkO63p8dCVlYEs2dLC5ETJ3rIz+8kOtpP/jwoSM2iRTGkproju6dP95ObG8GSJcrFhQRGG9Fo7IrKjaIosmlTPdHRKtaulZLKzp41UFcnlVIfWkUS4Kuv2nA4RJYti5ITf3fu7ESnMzNqlD9Ll3pf1LS0DLJvXxc+PiquucY7yC4rG8DphLS0IAU9R3ouPbt2tREWJigKMf36q3Q/8+ZFydQdu91JebnkG7KylHNkYaH03jMzlYuHffv6GTPGhyVLQi5JxwLYvdtOcDAsXXppqsj330vXvuMO5TVEUeTddyVf9MgjIQrqj8v0eicPPtgHwB/+EERUlHtecTpF7r+/B4sFZswI8Er7Kioy8re/tdDZaeHzz4crfIUoitx1VzPDhml44IFIFixQgvy//a2ByEgfpk4N5rHHknjnnUY++KCNefNi+frrabS21mMyraa93c7w4YE88USaHMH+8ccGliwZrqCIXHXVPqKifJk3b5hHoZnDhzu44orhHpUcX3vtDDk5sXz9da4cwf7Xv+pZtiyRX35ZxPjxw6iuVgZSLqVRXlOjZ+7c3ykr66O/30Zh4eUsW5bg9bv/3fb/CWSLorhZFEVBFEXDkGOiKIobRFFMEEXRXxTFbFEUi/8Lv1koiuLtoiimiKIYIIpilCiKc0RR/PbfnVtdC2cqwEcLOVnu478fgKJSiB4u8eeGWulpaOyGpcslvtPFeLC+XuS77yAzU8Xq1d4H4M6dElC75hpPp/7ll9LAvvHGEDlpZdu2AYxGkdmzAxg/3u3AX3+9E5NJJD7ej/Xrh/PmmxP4+OOJspLJhx9K2+9Ll4Z7LYZjtTr5+utuQGDlSmml+/HHHRgMTsaO9VPwmF32zTdtNDVJE/RQWbyh5tr2v+KK4Xz88Qc8+OALPPLIcQCWLEmQnf9QcxUk0WjaGBjo8/q74JbZG5pwOTjoIDBQTXy8L+npbmfQ3m4lIyOU+fOVEXlXBGmo/F5ioi+TJgXJIOViS0ryZ8QIP0VJ9vh4XzmxrK/PxujRATJQ9mYWi5OEBF9FgttQi431JT7el8bGQfz8NBw/3suxY25wKggCOTnRjB4dxMmTnqXZXRYS4sOKFXH09AzQ26vGbPYjKEg5WZ082cXChQcwGh0EBJzjqafUcmR/YOAaenuT2Ls3XPGbZ870y0mXo0eHUFjYS35+94X2Ceb48X527lSujcPDtZSVDShA9pw5URQU9PLLL20YjXaSkgIRBA1Hj/bzyy/S+VFRvkyeHEpeXhebNunk5//Tn0Zx8GAXb75ZJUsDCoLA+vXJHDjQy8aNbv3YYcP8WLEijn37OhVUkmnTwrnppkSOHevls8+k7/f1WRk9+lcyM/ei19u88uqrqgx0d1uYMSOc4GAt1dVGecF0/fXxdHRcyaRJ0mRZU3M5eXm5+PtrmDYtCI3GoeDXz5gRzrhxQdTXm4ZIO0qfufrlxWPW31/FvHkRTJ0arJBFHPpdF7gOCFCTnR0ul/Ieau3tVmbMCCI3N9Rjwed0ihgMDjQawWvZ5T17+gC47LIw+VhpqZ6uLht+fipSUvw5cqQfu10kIyNYBuKuSpUunevubjulpWZ8fARmzgxk504JUAx9rpYWaXeoqcnM7NnS9WprjZSVDRAcrGHBgii++KKJadOCuPtuSQ6yqsrM6dOeu1GHDkljyWCwM2FCMMOHS77txx+byM9vuWRp+L4+K+HhsHhxhCyZ5wLTLvqGy2w2O7m5EYwZ4243u12koKBLztcAKQm5sVGvKKsutVEfBw92eFATXP0mOlrSnc/L62Rw0CF/r719kMOHO2Tf5dpNcik/nTjRS2lpPyaTQ7GAyc/v4tChdg8e9d693YiiRLVwVakFKfJ9/rwRUYScnIgL7ddObKzA+vXxiv4qKbZ0kpsbxrp1bqWljz5qYObMUB58MMnrnASwdWszc+dGcMMN8TIYvtiOHeslIyNIUYzMZb/+KvmQxYujUancz3voUCc5OZFcd50bPB0/3kd9vYGFC8MUCeu9vTbq6vqYPdufadOUvmDbtlaqqrpYvvzSvh5gy5ZezOZ2rr/e+27SuXMWduwYICtLy+rVymvs32/g1187WLxYzb33eudiv/JKP0lJambN0nLHHcr+u3WrnsZGB3Fxah5/3JN+abE4uOOOepxOuPvuKKZPVz7Lpk297N9voLfXwRNPKHcc9uzp4403Wjl92saWLWmcOWPgkUckMHv//UmMGBHAG28UERAg7fitWNFMYWEZN954iNOnexk9Oph//GOGgiLS1mYmMFDLF1/kyEmO69cfliPbb73lruT48MPH5Qj2Aw+kMWlSBCtX7pcj2K+8Mp34+ADGjEnixx+3U1Z2CoCdO39ixYqldHd3KJ6nqmqAu+4qor19kOnTIygouIyUFO9t/j9h/x2R7P9rdugojBsDSxfB0AXO7gtUkcvme56z5Rvo10NSMvz1rz5cf70vQcHuEsCCAN99J1BY6MvSpZ4TXFeXk+3bnUydGsCKFUoQOzgoUlEBs2b5c+ON7kG3b5+V9HRf7rjDPVg6O+0cPSqB9Wef9dx2a2210d4uEh6u5s47vRP3d+3SM2aMPxkZAUydKg3Sv/xFUjGIjfV0bhUVRu68013rp6VFKlqjfAYnTqeW1NQQFiyIZtGiKxHFDIKDfZg8OYJ161I8flcU4fz5QHx9TcyfH0dUlPcIR3+/DY1GYMGCcEaMcE8MFRVGCgv7CQlRywmJUhtYOXnSSE+PMsp48qS0kCkpcUc3Y2N9KSszcOqUwQPAgARaGhoG5ej34KCDlhaLXFmxo8NCTY3pkhMHSFucTU0WhWbyUBMEQebAu5KohpZWB5g7N4qaGgN79vzHGz0jRkgTbEhIIDk5sXIZ+K4uC6+9do5Fi/Kw2URUKgcLF3bw2GPPAtDWZmb79hZ8fVX84x9T5N9zVXtzlY5PTg7Ex0dFY6OJgQEbV14pgfidO9sVEdvx46VI5kcfuekUUVG+zJgRjtXqlCPf118vqYx8+607Qn3nnUkAbNpULwPPVasSiI315fTpAUWJ+dWr4/H3V5Gf3yPz5gHWr5fkL//5zwZFFcy1a6WEqw8/rMPhEAkL8yExMQCDwc433zSQmKictFJSgjh0aD7jxoWg0ahYtCiaKVNC8ffXcOedycycGUF0tK/MX3UVvgCJ/zw46FBwtkNCtFRWGqiuNqJWC8yeHSFTmpxO8UKV0jDFPWi1ao4d66KgoFORdwESBxyQVSZaWwfJz+/12td0ukHy83swGKwen7W1WTl1qo9hw7z7gIKCbqZO9eOyy9y+qLCwn2HDfFi8WEoc3L+/k9hYp0Jr9+zZfiZO1JCT4/ZrGzbE8+c/R3H33e7y9bfc4t4927u3C39/FfPnR8jRSrVa4L77RnHnnSPQaFRs2tTIqVN9cnLcxImB7N49ldmzA9FqnbgwltXqZOfOFmbPDuXGGyWQJVEdpP62cqX3MtOFhd0UF3djNJplgNrebiIzM4hJk5TA5PjxHg4daleUS/dmgYHSswyt8AnIC3bVRbPsokXDePDB8cycGelBFQFpIQCSfjzAk09O5NVXpzJypHR/TzwhcWIvXlC51G1c1WRdVlGhJzU1kMWLlTuZe/d2EhPjw+rVcfIOy9atrbS3W5k9WwnkiooGyM/v49w5k6xq1dho5rffOikpGeD66z0lTqU2EHnvPR35+T2sWeP9OyBRhk6e7PMaCDp7Vs/kySEsW+aeF3t6rGzZ0kBBQTfLlrkDDq5F/cUVhvPyehgYsKPRiAQEuNvNanVy6FAfwCWrTAI0Nzs4fNiKRgOXXeY9R+eTT6TfmTDB10OP/pVXOnE6ITfXR05mVj6jlVde6efoUTPvvx+mSHbs63PwwANt9PYaefvtMIKDPc//+987CA/XkpERwPPPK9u5tdXKt99KfuSdd+KJjnY/f3+/jfXrpYTiv/1tBCNH+vHAA9WMGuXP3XcnsGJFDJ2dFj75xI++vlSee240L7zwFGvW7KG4uJZRo3wVEex77jl6YbdHooIEBbmTHFtbTVx1VaJHBPvs2V4CAtRyBPuaa/bh76+WEyjj4yXffdNNa8jOzmTRostISxvPn/50L319/Tz77BPy81RX65k/fy/79rVz1VXD2b9/kdcg4P+k/a8C2f/aDpXVsGSh+5jJBFWNkJMNi+cpv2+zwYE86d+3roXoaBXdBl8M9gDe2xhMd3cw33wTREeHmqQkmD3b85qffGLCbheIi9MqtncAfvxxkLw8sNv9SU+XXnRZmZWvv7ZSX+/LmjXu1dU77/STl+fg5pujmTnTMwrz0UcDHDoksHBhvEeZX/d3+ikqErjppngEQeCZZ9xVnB56SBn5dDhEVq8uk8sJu2z3bmWlv4KCAfbts+PjEyU7fafzGior0/jTnzLl6PxQO3HCl99/X4Tdfhc///wearXnDkBkZCQNDT40NlqwWJwXKYtIkSuXCojL2tslgHqxxNPJk/oL9+WOavv6qggJUWO3i4ry6S5zReRcHEtXFMmFx11gOCzMu0MFZGUSb+WBXTZ8uB9xcb6YzU6ysiI8kiTnzJEmvqNHu7ydDkB7ezfvvHMMf387AwNqjh7V099v4777TjJx4k42bHAvlFJSCvnii6/lNv/qq3r8/NRcd12iQi942DB/kpJC6OuTgIFGo+Lqq4cTH+9HWVkf6ekhLF8ej8Oh4tSpASIjI4mMjJQnj7o6swIYrlqVwIQJoRw82HPh72FkZUVQUWGWFVvmzYtm6dJhxMYGcPCg9Lw+PiruuWc0WVlR/Pije6ERHKzhttsSmTMnnD173JSVWbPCWbAgmrS0UDnqDnD55bGkpAQSH+/HkSPS8T/+cTTh4VqOHeth5MhAAgLUCAIEBmp55JFUsrLci9W5cyMpKemnrc3KJ5/MYMUKCbiNHh1IRISPInI5enQgvr4qamrcx1xatXV1RkRR5OjRdhobpX6sVgsUFvbKPNqh5upfrn7oMlcSr2vh4aIxDc07cJmLEnWxHm9kZCStrdKYnTDBM0rX3Gzh9GkTVVUmRXRv+/Y22tqMLFwYBsChQz20t1uYMsX9nZMn9Zw5o2fkSN8L19Lw+OPDUKtFvvzS/V66utzA81//asHhsCt4wSNHBvD22xN544009u/vpKHBzKhRAcyfL40LQRBYvDiCzs4ebLZe9uxJp6wskyefTOLbbxs4erSLrCwJ9BUWdhEdreXyy2OZPds7Ne7wYanfucad9CzdFBZ2eCxCXAuroePGx0dg+vRQRfJlVJQP6enBqNXKBVBGRig5OZ7c2eXLE3j99QzmzImmvX2QuXOjmT494kI7RmI2+zNtWrgMqq+9diR//Wsq4eG+iKIo73q5VHkArFYHoaEq5s6NkHdfXPb99y2cPdtPTk6Y4vimTY10dFhZtUqiivzwQwtnzhhQq2HxYuV933zzaQBWrYqRFyfbtrXidMLKlcMuuRDZu7eT2loTI0b4c8UV3oMtTqeTggLJb1zcXk1NZr78spnKSgOLF7vH6/ffN2OziSxYEENcnLvfl5dL3POrrlIGqo4eldps/nzl75eW6snICGLu3JBL7uQC/P67nokT1SxZ4kdQkHsMuvyixeKkpMSMIMD69WGKc0+fNtHcbCMoSMXdd3v2B1EU+ctferDb4a67gsnIUN7HM8900tHhYPp0P48IOUBJiZmXX+7kyBEzb76Z4FFQ6b77atm7t51164K44QblvT3ySD0hISquvDKcRx5J4J57qsjLGyAgQMtrr0kUu9mzCxgc9GHiRBsjR9YQHr6awf8fd/8dXkW1vnHjn12y03sv1JBC6C2UNJqIiCiCImLBrmA9YtejHBW7YsUKFlAQBUQQKQJplIQSeiAJIQmk97Kz+7x/rOyZTHY81++P93zf3+VzXVxhT9szs2fWute97ud+TH2RJG/mz+9QMdh5efVMnhwpA+miohaZ2Y6L82fVqkkuNn0nTjTx009KkuPJk03U1ppUABvAx8ebZ599lBMn9rN8+dN8+ulbxMRE8vXXP9DR0UZFRQe3336AK1c6SUsL5euvJ6iSfP+/in8UyM46JP5elaEs238QSi9DhxnCehDA23fD8UK4bjaMGwOXykSCpLs7zLsBgoI05ORoyciA++5zlZoAPP+8aIhTU11/zG++EZ3f3XcrjcDnn4vt77jDS7Z+a2mx8/HHzQA8+GCAy3HMZgerVonp16VLXdcDVFRY+fPPDgwGDYsW+bF8+WVefVVhESMj1Y1ga6twFOkZu3c3qj6vXi2Az5Qpgtloa7PR1BQJOGR/3O4hSRIvvCDOtX//fXh69v6Q+/r6cvKkAA5jx6o7hStXLCQn+zNuXE+QbSYhwZOhQ5VOz24XBSqc8dtvCiAbPNib0FA3mppcExO9vXV4emplhll4/CrJskYjBAR4yN7SvUVnpx03N3plJpzh76+nqspMS4uN3NxGDhxQA62hQ/1JTPSlTx9PlZ7YGYWF54mLW0VbWxReXqFMnRrO7NmRPPLIMX74oUylHdZqO8nN/QpPT+V5q6zspL7ezNChAarjhoa6U1HRSUVFp6wZFdXnTBQUCM/r6GgvamutbN1aLReMcOpGARYtypdnCUaPDuDcOSP79wuAFRXlickERUVGsrIau85Pw+jRQRw92spPPylepzfcEEVubgvr1l1WSX7GjQvgwIEm/vhDmQ7UaDRMmBDCvn1NbNumLNdqNcyfH82BA41s3Cie++uvj8Fs1vLNNxW0tFjJz7+Kd98dRUcHrF+vLiOcliZAV3fgDjBypD+NjRYKChTN/KhRAZjNDpltBjETEBXlQXm5UU5YdLLOTlBitUousyopKUGMGxegqvrprDgJkJvbgNUqKqeNH+/nYrkFwrYtI8OPESPUQNrX15fKSi1JSV4qgKwcuwWNBtLS/GUm02p1kJMjntHJk4Po6LBSUdGJVqvWuJ4+7cyZUI772Wc1vPNOFd3DKStpb7fx55+1WCwOFVjqHp99VkJ0tJ4nnxygGnSfPt1CcXE7oaHuZGSEMmyYDydPNlNS0k54uIf8261Zc5H8/HqGDfPrtaotQGZmFePG+XPVVQoIc+r2hwxR2Fur1UFIiJ6MjBA5gRXA01PPkSMNFBYqz4Ne7+DUqVoqK3v63deTlVXzt+cCYnCdk1NHv37iPvr6+nL+vJVjx5pU0g5nvPOO4oTrBOYgZDe5uXVcudKuYmo7OmycOdOGTqdh1Cjl+kpKOjh3rh1/fz3p6cHYbA6WLBEJxXY7qmJre/c2UFws2iYni+1wSHz6aSn9+7tx3329zxqAmPFKSwvg8ccH/O2s4MmTbZjNDmbPDic2Vk0wbdoknqdZs8JU9oq//nqFtLRg7r67n7zsxIkWtm6tITzcnYwMtaRw8+ZKQkI0XHONGuQeOtREVlYN8fH/HYytXVvH6dNV3HCD+hqc7eJvv7Wwd28jkyfrGTdOzZx++GE1Z8828/DDAQQGur6/a9e2cfp0J9OmufP66wGqdQUFnRQUGAkN1fHppxEu0iOrVeKFF6qx2+Hhh4NJS1O/51u3NvDLLw14e2v597+jVfvv29fMl1/WcP68ibff7s+WLfX88EMNXl5a1q1LwmqVmDjxECUlxq7riOGrr2qwWuPR6TSEhOxmzhxRNGzZsnxZCvLxxxNkDfYtt+wnKMi9W5KjANivvnqCDRtKZZu+YcMCeeyxw1y40MrAgYoFYG+xb18uy5a9zOOPv0h0dAyHDuXgcHgwe/Z+SkvbmD07mu3bp/TqpPb/RfyjQPbYETA5BSK7kbYLHhB/41wLSPHVD4AGJqcJAP3jFpg0CW69GQIDobUVVq+GzEy46SbX/Z95RmlUb7lF/WJdvOiguFjPtGnu3HqrWNfaKnH4MKSkuHP//UqH+O23ZoYO9WTaNE8mTXKdLvvxRzPx8d7MmOFFRkbvhVF++KGd1FRv7rzTn/ffr+KVV66o1l+6pC6KEBjoxo4doxg0yJuwMOFEEhZmUAFYh0Pip58E8xMZKRqhnJx2UlPD6Nu3nBUr1LWBBMD+hJMni4FjpKT8dyn+oUNtxMR4kZamnqbbt6+ZvLwOVblgEMlW5893qnypf/xR0ZQDvPZaqQxkjEYHdXVWlbWfMwwGLZ2dDkwmp55b/HN2iG1tNpqbbf+VpTabJaxWVMlsPcMJsJzyjp5Tx3q9Fl9fLZmZ1Zw/r4A2q9XKiy++xdCh3+Hj4094uJ5t24awceN4vvlmDHfcMcBl0Hf99fEEB6vZIidDGh6uZkd0Oi2RkR4YDFrZzcA5zXz6tAAQc+aIFyk3VxkYOBloEAVa3n9fTDVOmCDyBM6da6ejQzDcTieA3buVfRYuFB3yli1VWK3idxk61JcBA7yorbWoNOuTJwvwlJnZoHJumDFDHHfnTrUW77rrBCO3fXt1l9ewnqlTxf34449qkpL8ufPOfmg0Akw7zxNgxAh/xowJoE8fT9liDZCrQDqn4gHi48VzeeKEArT69vWistLExYtGPD21pKeHEhMj3lWtVsPkycGkpgapJC4g9NT5+c2qxL633rog/7+62syaNWVcumTk8OFG3Nxcgcr5821kZtbg3YukNC+vkbNnG0hIcB0s7t/fiI8PqoIjx483M2SIN+PG+XXNCjRy+XIzM2b4y44VjY0WKitbGDXKndhYpT3aubOZnlFQIDro228/htUqERSkd9E+A5SVGdm6tYraWhPz56unu3//vZKxYwOZPz9Gnjlbu7aUgQM9eOSRQXLVxK+/Fs/i3XfHut4IoLbWRE5OHSdONMlMdllZOyaThauvDlMx1uXlHRw50sDFi614eCidtRP4dmeRe1sGyI45vRdBFnHkiBjUOd19AHbsEANQHx818Nu9u5rnnjspf+4uo3IWf+o+SAUhO0pLC2LmzFAV+M7OrmfcOH+uvTYcrVbDHXeclKVz3e3//vyznmuuKZA/O6sM79tXT2mpEZtNkt/TnnHhQhubNlWSl9fAokV/D8T/+KOW1lYbERHuLiDy4MEm0tODWLBAeSaKi9vZubOWY8ea5XceYO3aK13nGC5b5YrzaOfChQ7sduHo1D2OHRNt7qhRf6/ZbWy0kZnZhk4H113Xux3tN9+INu7GG9XFgZqabF15UnDXXa4sdkODnX/9q57KShu33+6tKnQnSRIPP3yF7Ox2brvNh+HDXd+bd95pYNeuTm64wZ8VK9Sz1a2tdlasqGX4cG9ef72fLDkEIXV87z3xnL34Yh+8vbXcfXcJEyb48+GHg8jPb2TAgL0cOiRIK622iUOHqtm5cxKNjWm8/XYaJlMhSUnxAHzxxSTuvHOQS5LjxYvtREZ6ukhEVq48w+DB/qxbly4z2L//XkFaWrgLg+0Mm83G8uXv8swz/+Hrrz+nsLCIt95aydChY1iwIIeTJ5sJCHDn++8n/i2DbTbbef/9c72u+1/FPwpkZx2BhG5VpWvqoL2rHerfV71txRWobwRPT7jjZjCbYeW3kHse7rpbbLNhg2A009Mhrof0+K23Onj7bWW6OCZGzep++aWFsjLhoRsQIG7zDz+YOXZMQq93Z9gw0emZTBJvvGEmN9eDp55ynU6z2yXefNNMTo4bt98e0qvPrdUq8emn7WRlOZgyxYs336xy2aaszFWv+euvjRQXO5gzJ5qsrLHU1KTz4osD5fUPPKAU+JgzRzADO3e2kZlp55ZbpnPkyAlWrvyCrKyDnD5dyGuvfcCWLWbM5r6MHWvj2WcXunynM1pbWzl1qp7Lly2qSo8Ap06J+zpsmBo1lJUJNqV/f4+u63awfLnaau3YsTZ27BCNmhOM99RKgqjc5+urk5lrvV5DUJBbN1Asoddrep2ed4bFYicwUP9fM9IDAtxITPRBkiRSU0MZP961oXWe565d1VRWtvPYYxsJC3uKN9/UYbdH4u7uyY4dcSQmCkCj0WhYvHgAU6aos6Wvv97V5aWy0groCQx0nQqNjfXHYtFSVSUGKSNHBhAa6kV+vgCPkycHER/vzb599Vy+3EhbW5ucBOuMp58+xf79dV2ANhSLRcPJk0K+M3NmCImJfnJyHQjv8BtuiMRgcCM7u1m+nltvjSYx0Y99+xQWt39/T6ZNCyUkxEMl15g4MYj09GB8fAw0NCjPdXJyEMnJgQwY4CM7mMyaFc7o0QFcuCAGxMHB7qSkBDNqVIBKvqHXa/Hzc2P//npVUufo0QGEhYkCU86B0vDhIsGwuytIZKQHbm4azGY7DoewMzx1SgHhx441kJNTI0tnnOGcZncmw5071+pS3XP58nOyz3Zv7Ex1tdi350Cqra2N0lLxLiQkuCLwzMxG2tpsKpvMv/6q4/DhGjlxcPt24Ws+bJiyzfHjLVgsDjw8NKoB5vffx/LYY8F4eFjRagXYa2mxU1FhlLWyfzdoXbeuDG9vPTffHEN4uAImbDYHn35azJEjTSxYIHT3JpOdH34o5eLFdq65JhJJkrjuuv2y1Gvw4N6B0Pbtl5EkmDYtQgawu3ZV09RkwdNTXUymuFg8w7Gx6rbJw0NL//7eqnMMCDCQnBysKpICSmGr8vLeffAvXGiRt3EOyJqalGemu8a+vLyDhQsPqip+5ubWy4PPVatKurZTV2wVXt01ch/kjK1bq8jPr2fy5ADuuuskP/2k9BnOasPr1lVx3XUn5ORbUCqRXnddHgCTJwf/LUM9c2YuADfeGCVLDXuLQ4fEO9/TnaSqysSGDZUcPtzMNdcoMw/OWaj586NldttulygsbKV/f09uu00N6DMz64mKcmfmzDAXQsRstpOSEsDo0X8PsvftayIlxYPrr/d3YaLb2tooLKzDbLYTEaFn0SI1g75xYz0jR3oyc6Y/8fGuBNnKlY00NtqZPNmTO+5QP2vr1zeTm2skLEzfa57WuXNmli+vx2bTsHRpiEtRtGeeucLhw514enqwdKkagL/0Ujnbtzdx003BPPVUFIsXF9HWZicszMC6dZe4884CGhuV5y82toOXXvIGdDz6aAQBAadISRknJ6KGh3uycuV4GWA///xRmdn+7rt0GWC/+OJROcnxxRdHMmpUMHfdlS0nOX7wwfheAbbZbGbevLspKDhNXl4e06dfK0siV6w4S1ubleBgd7Zvn9xrXwdOn/KTPPXU/88+HP+vxD8KZANM7CqZ3tIKU7uxz7N6JD1+/SPknYJb5kFIMGzcDnUNMCIJUpPFNqvXwcQ0WLJE2U+SJF5+uZ1nn1VPDV6+rLR+ZrMke20/+KCbvN8XX4jO8OGHlQbnhx/M1NRIjByp6zWhYvNmCxcuOOjfX8stt/QuXdi61UhlpZ2EBD033eTLf/4Tg5eX+qetqFCDbFGlSwCmRx+NpGe8//4Vvv5a0cgWFQmA+9dfovOZNSuEn35aS17ecd5++xPuuecx9u/PJTb2YQAeemgggwcP7/V8AU6erMTPr4PwcHXZ9JoaM4mJXkyeHOBiR3bpkok+fQxycsyxY229Sl7WrxfAQJJsaLU27HZXOzadTkNbm13WpLe12WhstModRnu7DZtN+q8gu7bWRFOTySXJpXvU11soLGzHYoGcnGZOn3btcPPyBBB6661T9O//BZ99dozm5liuvbYvM2eGsW9fiqz5Fdcl8eyzlzh61NHVILXh5qZh2rR+Lsdua7MBml5lL2KZRk5+TEryp67Oyrlz7TgcEh4eeoKCDEgSHDpUTmlprYppBqGD//Zb4egREuKO1QqFheIax40LoKzMzKlTHXLJexD+v1VVFhXDPXSoH4WFRnJzm+VlGo0GjUZLUVEnhYUKeDAYtJhMkJfXqqo+qdNpCA724q+/Gjl6VICVjIxQjh1rZsMGRR4yenQQhw+3cfCg8l0AycmCye8OsoOCDPj6epCbq3zXwIFeSJKe/ftbZHCs1WpITPSltdUmWzt216w7wUB39hxEEaakJC9aWsRxfvhBXW4dhPtFZ6eY7fLzc30e/fy0pKT4u2iK6+vriYw0MXKkrwvIvnTJyNmz4p52l2s5S8lPnSpmCz78UIC37olkJ0604Oamlh+AkEY1NNRjMl3hjTcCyMwczO+/D2Lq1INyBd1Zs1zBQlublbffPofDYeXxx9Us9I4dVVRWdhIX50N6ugBhW7ZUYDLZGTUqkJEjA/nXv47Ksy8jRwa4HN8ZP/1URni4B7ffrkxrZmaKNu7qq9Vt4OnTjQwe7M2UKWppi1ar4dKlDi5eVJ47d3cNeXnVnD/fLC/LyVEGo3v29J7U/MQTx+T/O8Hru++ekpd1L660YUOFakAJdMmYmqioMMrbOsG6M5x+7s6EZRAzlFlZ4t27dMnKDz+oB3UXLhg5dKiZ224745JoW11tYc2acjo7Rbs5dWrvfs3ffFNKaal4vrq7f/SMmhoT27ZdIS7OnenT1fd606YqJEnMiDmTPB0OiW++KWXYMD/uuktp73btqmHbtkr0ejvjxweojrNhQwWVle0uziU2m4NNmyrJza3vtQCOM7ZurSUrq5KUFNcBbkNDA5s2XSIzs4G0NIMKhEuSxIcfVnLwYAv33uvK9h840MFrr1WRmAirVoWqCLT2djvPPHOJtDR33nknAn9/dR9jt0u8+motPj4a7rnHn+nT1e93Tk4bX3xRj5ubhq+/7qcaXBw61MYHH1Si1cLTT0ezdm0DFRUWwsLcWL68j6yP7x7FxVOZMmUQd94ZynvvxZGZmUVq6vhethMM9u7dogBNTwZ769YK+vb1Vtn0XbzYztixwWzdOp3o6N4lIidPnqWuroFdu/YRGakMojIza3nllTPk5jaxfn2qy6C4e7zwwineffcCKSl/V+/wfxP/KJCdMhYmjAGTCa6/C84qs66c7WavaLPB1z+J/98+XyS7fbcBMpLhsbuFdOTIUTiUB4UlMGeOsu/hw1b+8x9XoHTpUvcEHw3V1T4sXOjJhAni5di9W6KqyoM5czy4/noBpu12ia+/1pKR4c6zz3q4sNQOh8Trr1uYONGNl17yUBWn6B6ff25m4kQvnnhCaCuXLIkgMjKCESMCuemmIOLiPEhLUz98X33VQFycH4sXh7swxuvX1/Hkk5dUy44ebaey0ope78ZVV/kzYYI3Y8ZM5I8/9pCTc5jz50vIyjqOyWRgwgRv5s79+yqPINjqtjY711wTpLruEyc6yMpqwWp1qJbb7RJFRZ1UVFiIjRXge8wYX956axApKX5ERbmRmurP0qUxPPFEX/n+ORxSr/fNyQA55RtO9sY5He9kb3p6tnYPp/VXz0px3cMJuAwGcdzu/t4Aly4V4+UlpizNZgfe3nYmTUri88+H89JL8axbN1qVfGkymVm8eCdff11LS4sdg2EbgwdnsWyZhZgY1wbG01NHaKhBdkDoHpGR7oSHu8ua9cBAA1FRHgQEuMlM8IQJAfj66igrM2I02lUSldBQD158MYFXX00CYPBgH9zdtbJDjbu7lpSUADw8tBw+3CzvN2OG6Jjz8hTWzulzfOJEq8rNZPBg0fkVFqoHtU5mtae928iRAjAWFIh7mpDgi7e3jvLyThmIDB/u37Wvupz9+PFBpKWFUFennvZ3gu+8PHENWq1WBp35+cp1BQcLkNvYaGby5FDZOxtEol16eljXoEcJjUY4dVRXi3O78cZo5s6NIj7em6AgPZMmBfLkk3E0N1s5fbq112nQEyeayc2td/mNm5utHDlSz6VLTS6Jac89p5Qodz6TQpvvYPRofyZPDmHjRmVgMmlS9+IxVWg0nWRkBKiO2dFhk909RCKsO488UkBxsTJAqqxUy9YAvvnmIi0tVkaNClDpjAHWrCkhIyOERx6JQ6PRIEkSb799Fp1Ow7/+lciddx5g5crz8vYDB/beyV6+bGTPnmqamy3MnBnZdX8s/PprBXFxPlx3nZr9zM+v59y5Ztka0BnOAbsTZILSRjjzOwBeflmRdXz66QUXmdD69Zf44w8F3G7aVEFFRQcffFAhL/vuO8Wl5Z57BvDKK0OYMCGI7vKT+nozixcfltuvmhqTyu/barWRlhYol5AHwdKPGOHH5MnBTJgQ4MKAGo12rFZHrwn2q1eXc889J+TPqalqkC1JEq++eo577xVsoUYD11//964iv/0mgHR8vI+LW8ru3dWkpPirnEsOHGjg0qVOmpqsshYflAJVixf3Vdn8tbZaycqqR6t1LU5UUmLEbHbQt69nr/p35/Xs2iVIEGe75bpeDMrvuEN9/NzcNs6e7SQ83E2eCXaGzSaxZInTCceXxET1vX7rrUoqKiyYTFZuu83V9eSDD+r56acmIiPh3XfV32s0OrjrrnKGD/fgP/+JZOhQ5Rk2mRy88koVAwd6sGxZNOHhBp54ooyyMhtffRXL0KG+TJwYA6ifCUkyMGJEMKtXD0Kj0ZCdfZDU1Amqbbrb93UvQNM9ybGhwczKlcmqJEc3Ny3ffpv2twAboKSkjCFDEnBzU36npiYz99yTjyTBCy8kMX167x7sAF9+WcIbb5xDp9Pw/PO9FEv5H8Y/CmSfOwHxA+H+p4WdX/coOKP8f+c+GNSvS8M9CQ4fgz3ZcOocLJgttvnxZ/H3rtuFpMQZCQl6Zs92ZQXLypQG9qOPoLNTw9SpbjJQ/OADB/X1WiZMcJeB3ObNEnl5GsrKDMyb53rMLVtsFBRIlJfDrbf2DuROn7axZ4+VkyfhlltEp75qVQclJRqiooL4+ec4LlwYwVVXKaDXYnHw0Ud1FBSYuflm1ySk558vc1l29Gg7f/zRTkGBDXd3Q6/TvseOdXLkiAmTSeMyddoz9u1rp6PDTVVcABRnkZ6JWsJrWktkpEFmBfV6LU8/3Z8BA7yorLRy993RfPJJoqyvc3fXEhLi1isb7XBAbKyXDIz8/fXExXnJ23p5aYmKcv+vmmydTsuAAV6qYhU9w89PT3JyQFfimg8jRigNyS+/rGPs2PE0NzsbNC0dHcGsX5/MggXRDBrko5rCLiq6SGLifezf34GXF/z0UzqlpX/i5vZv3nkniYKCZpfvLy+3UFcn9SozCAnxoqbGweXLCkOWmBhEVZWG4mIxQzBihD9tbXDmjJGICAOFhVdx+PBkwAO73cCrrw6R7fH69fPGbDZw9qxyvClTgrBatWRmKnrzSZMC6NfPh6ysVlly0a+fJ8OGBVBb66C2VgEJCQk+REV5c+WKGviOGOHP8OH+VFerl48a5U9qarCsw9fpNMyeHcmUKWEyUB861Ifk5ACXae6hQ/3Izm5h+/Y61fKUlEDGjQugvFyZNXHqb599VtH3OYHy+vVX2L9flJV3grLSUhNZWU3yoMsZzufPyVKOHRvIpk0TmDEjhMbGThYsiObdd4fJrLifn+vv6BwQ9RwQlpZ20NRkIDpaPYDfu7eRDRsE06rXK/kCeXmN7NlThcVi5fLlTu6444i8T3u72MZud5CVVYfF4ugCfErs2HGFIUP8SEsLITbWh+eeK+TsWfUgqOdgyWp18Ndf1cTEeLJsWaJqXV5ePZs3V3DsWD233SZYy927qzl+vAkvLz25ufWsXXtJtU91de/FpzZuLCM42J05c2Lk6eT16y9hMtnp29eH6Gg10XDsmGDzkpPV7WNZmXL+zoRhT089aWnh9O8v2qysrBr27lXY68uXjfzwQ6nq80MP5amO+8sv5Tz22FEVeM/OrpMTLIOC3Hn55aG8/PIQwE5KSiCHDk3nzJlW9u5VWHOrVWL7dkX6ceBADdnZlSrnjOPHm9m7two/P+HCsXHjMIYONRASosPfX4+fn57Bg304dGgMQ4bo0OlsXbI6Kx99dJHuubvdLV+NRhsLFuTx738r74RGg0uyb/c4erQJf383brwxSrZgbGy00NhoYdu2ag4dauDqqxUQ+eefNeh0GhYt6iO3jTk59Rw6JIDuwoV9VMfPyWlg9OgApkwJJThY3YeeOdPKpEmBzJ7998zmuXMdDBrkzlVXBTJkiKvkqqSkE39/DZMm+ahyGwDWr68hI8OXJUsiXCopr1lTg48P9O/vxvPPq7+/vNzEhg3i+Vu5sp9L4mxhoYkXXxSztW+/HemSDP3yy5UUF5ux2eBf/1Ife/nyKnbubMfDw4N//zuGhx++RHu7gzlzApkzJ5iXX75Mfb2GhIRIHnigv/zdBsML/PhjLPfddwdr1qyitbWNxESlwJcTYA8c6ENqapiKwX7uuaMcOFArJzmOHBnMbbdl0dlpl5Mce75/rve5lNjYgapljz9egFYLc+ZE8e9//z1w/uOPSt5++xwxMZ588cVYeZD9fxX/KJA9fqx4qc+XuK7rDrK//B6ycuCmWWL7z78Xy+9fBF5e0NgIn38LiUnw4L3q4wQGann++UDGjg2hb18fRo/Wo9fDwIGig8vLg5oaCAqCW28V+5w7J5GfL+HpCfffL265JMEnn4gG9amntC5sq8MBa9aIjvW559zx8Oidxf72W9Gp3HGHB/7+WkwmB2vWCKb9ySd7nwL79ddmrlyxMmSIBzNnumrR3n13AElJ6of+wgUT27eLDubaa3s/bn6+6OzHjfv7EakzNm6UqKvzJiFBzRSVl1tITw9w8WktKuqktdXu4mULioVZd9mJOJaJ+nprryyF0WinpMQoW6NVVpooKlJ8saurLVRWmnutsOeMnJwGSkuNqqIH3cPhkNizp468vGa8vHQcPlxLZWUHVquVp59+jMceW8Zzz32C1aqct9XqwR9/NPd6vPff/wmr9Q5aW4N59tnB3HLLADo77Zw504rDIanKLjvjv1UKdBY26T4N3bev+O2clTAFA6aRy8HHxvowdmwgBoOWxkarSmMsqmNqZI03wLBhPtjtcPy4Ak58fNzw9tZjsykuFRqNBnd3HVYrcql7EJrlykoLFRVqBjQ01MDJk0bOn1drUGNiPMnJaSEnR2HJPT0N7NvXxIUL4r0YONCbvLxmWSfsjIEDvfH0FEx8d7ePESP8yM9v5o8/um8vnpPCQiXRs65O7JOd3UBgoAGHQ5J1jc6kwZ4+6aGh7kRFeXRLkhPhfA6diWwGg4OYGDeVw4IzRGVV5MJCzvjggxpaWgwqq8GLF43cdNNJGSjZbEp11cxMAdZGjw5k9uyDqnLgTseTgoJmoqI8iYvzoW9f9bv4xRfF5OXVyp7lN9wQQb9+6nfj0iWjivH9+ecytm27jJ+fGAx1jzffFNaUS5bEy/Z1331XSkSEB088kSgXZ+kezoFO97BY7Lz77jmamy0sXSoStSRJ4q+/avD21nP33erOu6SklZKSVtLTw1z03V9/reSAfPON6Gh0OuHn7pwZef31M/SM118/LYPNt98+6/Ic7N9fw+bNFS77rVmjzjlxPiehoe6MGRPIiy+ectln40blOM5Bh9MXH+DkyWYAhg8PAIQk5/Tpeh54IJK6umlUVk4hJMTAd99d4syZWubO9SU3dwzgaoXqrIwL8MUXpbKzjzMcDnqtngoiKXvNmjI6O23Mnh3B2bNt3HjjYYYN28Pu3TW9VnP88stL+PjouOUWIUEpLGxj9uwD8jEHDlS3gdu2iTLwGRmuco0jR1o4cKDpbwvkAGRnN5KT00hQkK7XfKisrCZOnmxl2DCDCkg3N1tZvbqKzMxGFi1SD9RaWmw8/3wZubl1vPdemIu088UXyykt7eCJJ8KYNEk9M2O3S9x/fwkTJnhwzz2BzJql7r/z8jrYv78drRZWr+6navePHzfy9ts1aDTw1Vf98PLSsWhRCPHxHnz0UX927WrmjTcqOX/exKpVA/n882GcOZPBpEm7+eCDEWzbto6+faNYtepLZs+eIc8YdGewtVqti0Tkyy/P09Rk5qefFInIgQO1eHnp2Lp1GlFRXtTXa/kvYzFOny4koVvC3datV/j++0tUVHTyzjsjXQYxyjU3cfPNBykp6eCeewZyzz0De93ufxn/KJB9dZc/9l8/wzsvQoCfYsnmnIGuqhbWfXo93LkAKqth42ZIHQtL7hTbfPMDdHZCvz4QN8j1ez78EI4c0bFwoTdHjwZjNoeRni5e1A8+gLIyePJJAdjFMg1tbXqefFJHcLB4UXfuhMOHdVx7rZa77nL9GX7+GbZt82DmTC/uvbd3VrihQeLTT3UMH+7Do4+KL/vuOwt1de4sWuTD1KmunZDDIfHaa00MHOjDSy9F9tpw3HhjMH36RBAXF8OyZQN45ploXn65D4cPW0lJ8fovINvGsGE+TJ7897oogK+/VpiWlBR1J7ZzZwtZWR0uIL+oSHQW0dGu1+TtrSMjI0DlEyxJUrdKbq77OKftnUmLzo7AyVw7P/+dJrujw0ZtrQU3N83fMtnl5Z20t9uJiHCXB1FubjauuWY6Bw4cYt++zWze7CrjWLasVAVwxPm2s2VLO0ajnilTInn++ZGAYGMSE30ZOTKgV7a6b19PBg/26VUyExLiTny8mi0fMMCTgQM9ZRCQkOBDWJgBd3edDBK0Wg1Dh/oyZIiPnHQHEBbmRni4QcWojhjhjYeHVpU8BTBqlKgeeOGCApJjYz1lkOsMp864JyhxMnM95QcC6Ks7f1HyWsyGiOs24OGhpbnZqpJv6HQa5s6NYMKEAM6dUwDryJH+aDRw+nSbzF46GWWrVWLJklM4HA65Q2tpsXHPPbFs2pQi/ybDh/sycWKAS1VAb29hm9i9eiQIUJSeHoq7uxaHQ6Kiwsjly0aX37h7IurZs93daRycOiWu1ykHcTgkbrzxJI2NarCUmSlYwOLiVtLTQ8jLa6GqSg1WnSB7z54qzp1rZOpUNWgpK2vnr7+qcXfXsmCBYJ1nzw7ntdcGMmqUO8OGeTFihB+pqUHyO+aUfgD861+DVZ772dm17NpVycyZkTzxhGC4f/+9kh9/rECvd2PJkjj+9a/BTJoUipubRh5I95RlgNBiV1Z2kpjoJ+u69+6t4ZdfyomK8uTGG9Xs56+/isp5UVHeKi1rW5uVb79VQO+KFacxmezdLBrFdzv987uH1eroVoCpD+npYar3RJJgxoxIoqLcVH7bPd2IrFYHUVGeBAQY0Ou1PPJIHEOH+qu2u3JFGaTGxXkzcWKQakDS2momPV0k/0qSwnzPmhWJm5u2awDsYNUqISm6775YRo3yZ+nS/uh7NDGXLyvfNXt2JKNHB7hce888BGf89FMFVqvE+PFBhIV5sGuXGMROmxbGzTfHcPz4VF5/XWEo9+yppa7OTGioqB575EgTaWmZclKws/ZB99i0SUhyuls2OuPXX8V1d0/q7Rlr1gjJVM8S8yD8vb/+uo3GRnfmz1czxjfeeIbOTgfDh3urHHgARo8uoL7exvjxPsydq54NOn68nbVr69Bo4JFHXBnXzz6rITu7nQsX2njnHbU8wmJxcO+9VzhyxMyrr0aRnKyuVHrXXZdITvbimWfCmTjRB41Gw803B3Pu3HDc3LS8/34NkgSvvBIjW/YmJvpSU/M7o0YNJza2P489dj+7dm1k5UrhLFZc3Mozz+RTX2/qZtPnhsMhsWLFCTnJ8YsvUhgxIognn8yTkxw//ngiERGeSBJcPSuGtCl9qLjs+htWVFRy+PAx5s5dAEBTk4XPPxcD3DfeGEZ8fO+/X2VlJ88+e5KODhu33tq3axbo/z7+USB76GDx18cbNGZoLoE7Z8LZTPjjB7Fu/UaYOBIWL4DwMPjiOzB2QkQI9IkWzE7WAXBzg0cecP2Oy5fhl18EeF+6VCxzgpSKCti4Uay7/XaxrrYWvv8eLBYNt92msNivvgomk4aMDB2enj29L+GllwA0zJunVJ/sGatW2TCZNERH60lM1GOzSbz1lom2Npgzx7NXAP377+2cPWvBYtEwd25Ar8etrraxe7eJ0lKJZ54J5803++Pt7UlVlR2zWUOfPq6gX5Ik9u/v5NQpO6NH987sgpCDPPywIpC/ckVhDJubbRQVmXB31zB0qJoNr6mxEBlpcMnQbmuzsWtXI4cOtcpgSmxvJiHBm2HDfF100CAY3lGjfGVQFhnpzpgxfrKRf1iYgaQkn78F2Zs3i+k6UWWx99/nwIEmJk0KYu7cCPR6PQkJARw4sI/ExEFs2fIdYWEhXLzo6uEdHm5wGdW//fZaTKbFREdH8+23GTIgOX68lTNnOklM7F0Df/68iXPnTL2O9H18DFy4YKe0VOkEIyI8uXjRxvnzAmQFBrrR2WngzBmLygpRq/XgzBk79fXKvoGBbtTU6Dh5UlkWE+OOw+FOTo5F5fISH+9HS4ueU6cUcBkVZaCz0yG7yIBwZ9Hr9VRXq105goL09O3r4TIVHRFhYPx4fwYM8JTXDRzoTVpasAxyNBoNM2eGMXlyiAqMO9cdOtSskjX4+Oi59tpwUlKCKSxsp7PTzokTCqD9/vvLvPrqBRUwXbfuMpMnh8m2aR0dVg4erFMls4Fi/9az4mN7u52srDrq6y0YjTa0WlE9tPuz5nBIPPWUwmR+/32FnGuwYsV5WloE2DMa7XR22rFYHFy54qqJzs5uxmp18Msv5WRlVRMb6zpb5NSe//KLSMycOlXdwa9fX0ZaWhh33DFQld2/adNljh+v48EH+1BQkEFWVorcLm3dehk3N2F3eNttSjKiwyHx+ONH6eiwM358COHhnthsDp59Vuicly1LxNfXwPPPn+TAgSZmzepDbe2NbN8+ma1bM1TnZbU6+OmnS8TH+7JsWZL83U88IaQwd945UGXRB/DMM0cBSEtTA6dPP72gGpRdudLJ118XYzBoyMgIkXXPe/ZMpaJiLtOmhRIaquOXX1K5cGGODNgzMsLJzLyKiRMDCAyETz4ZS37+THbunMrSpSH06dPO448PoqFhPitWjFSdQ2enlcrKVhwOcR5vvjmCU6dmMm1aML6+8OGHI9m8OUXeft++Kg4erFHZ9+3fX0NWVg39+3tz6VI7UVHuTJ4cyvjxCuDbsaOS2FhvJk4MZvr0cAwGLa+8Es+YMZ707y9yBfR6DYMHKwAnLs6HefPCSUz0IjLSgEYjZtC6e253j4ceKgCQfciLitoYNcqfGTPC0Gg0jBwZoDqnm246DIg8i5MnW5gyJUtOGAWR/9J9kLVlyxV5lqendZ/RaJNntpwzej2js9PG4cNiRqxnnQmAlSvLqKrS09rqQUaGopuurjazb18zANHR6v0+/vgKFy+Kc7rvvnCXPnrVqkqiow08/HCky8xsWZmJ99+v6tquv4sk8+236zh1ykRsrDuPP65+dj/5pI4TJ0xUVdl48UX1u6vRwIMPVrNzp53FiyN4/nlFA9/QUEtNTR3x8a4MsJPB3ru3mptu6u/CYL///hkmTQpVJTn+9ls5M2dG8/vv03nlleOMHPkbq9dYuFhqoKlRR1Skjd9+28GoUVOJjU1m4MBxTJx4DYsX30pAgHgWnnrqFDt21LNoUX8efTTe5bxASLluvPEQe/Y0cPvt/Vm9OrlXPPR/Ef8okD1+nPL/v7pKqU+ZDIPjIDhIgNuvv4WcLLhuOlgssCdTbPfwPeLv5m2wbTeMGQPXzHD9js8+h6ShwnGkj5oA4fvvYfhw4antXPfjj+L/112n2Avm5AhAHhQEDz7o+h0//QS+vsI2cPHi3q/VZILsbAmtFp58UjSgW7Y46OyUiIvT9qrxliSJjRuNGAwali0LxmDQcPCgVaUnF8cx4eYGs2Z5EhIiGsgdOwTjOHeu6EhOn7aoAE5xsZW6OjuhoToSEtxoaXG4eLZWV5u57rpTqunD7GxlWv/w4XaSkrxZuDDMBRTm57dRVWUhLk4NsouKxHkNGuSp0tieP9/B6dPtfwuSr1wxcfx4m6yPP3OmnaNHW2VAXljYwdmz7X+b+Pjdd65Tuz1j06YaDhxoJS7OF4vFzvnzDiIiBvPaa8+h76KEEhMdQBO33+7Lzp1JFBWN5uDBYaqqXZWV1axeXQpoGTUqlL59lZkEZ4LfqFEBvZ6DE3T11sD0Vg7amSBXX6+A/6go12XObHcniwTI59ydhddqtXJ1PGfFTqDLOUaj0oM7O7vummw/PyEr6el17uurp7zcpPJIBzAYdBQUtHHgQLN8Hj4+erKzW2Q3DRD+tPv3N6uYeFA8sJ0dsHJcPfv3N3P2bAf799e7zDS8+up51eeqKhP/+peS/BYUpNZed78ONzeNC1Pv5SXub2enHZPJgcMhuUwrr11briqSU1zcwZ9/1nDkSBOvvqoULTGbHezcWYOHh46iokmsWNGP6GgIDNTg7a0jNtaT48cb6eiwERfny7ZtKezaNZGEBHciI93o39+LCRMCqa3t5MgRwWhPnaowgw6HxKpVRWRl1XLzzYpXqslkZ9cuAQpmz1YnFkqSxPLlpzh6tJG5c/uqgNiPP5Zy6VI70dGePPWUSKr96qtiAgJ0TJgQzIMPxnLwYD1ffFGCXq/h9deH4+6uZ9asaEaOVDODn312gZ07q9Bq4dZbBcP++OP5sr3ikiVqb9Yvv1Tu25QpESp/9o8+Uv/GACtXFuLuriMzs4r8fKHl1+m0xMR44XA4qKszERDg1ms7UllppKnJyuTJYYwdK5LqnEmLoaGeBAW5+kY7m9yer7PZLNHWZmPEiAAiIkQbabeL50arVawWJUmSZUUDB/qQnV1HdnYNfn461UzC558XkZlZzfz50fLAbv36cg4fbmDwYG9yc1OxWmdz/fUKYBMuMecpLGxh8+YJXLo0k9Onp/cqcfryS2VG4Oqrw7FY7Hz/fSnHj9fLzjbdY+fOGrkNGDbMl/z8Jpc2QZIUuZDRaOPhh0/I96qndd/ddyvJm73NdEqSxC23KNv09NE+cqSV558X1+DhIcn9VVGRkbFjj8rbvfGGAKfNzTbuuOMCjz56CRBE3D33qMHu/v1NfPVVJUajmeefd31fli69QFNTB488Esb116uf88JCE7/+2kJsrIEvv1S7i1VWWli3Try3n3zSxyVB+ocfWti8uQ0/Px3Ll0ep+tG8vAMMGzZYVbVZkiQ++OA048b9Lic5vvNOchfAdshJju7uOpYtG8aIEUqSY//+vrz3XjI2m4N9+6qoqzOhcfMlKtrKtKtqueuupaxYsZKvvlrFmTOnOXv2DCUlxbzzzkcA7NtXxzfflGEwaHnxxaReCS5JkliypIDDh5uIifHkvfdG/u1A7/8i/v+jJM7/S+HThT0sFrBaIDYWpnaz7vvhJzh7TgDYa66GX36HA/kwewakTxLbvP+Z+Hv7AtepOpMJvvoG6uvhs0/U69ra4J13oKUFPv9c2f6NNwSb/fXXyravvy4Y8XffFefSPcxmePFFAcJ//hmX6TlnfP897Npl4OqrHUydqsHhgJdf1lFfH8B77zl69S79808r69a5MXRoGPfe648kSdx1VwdFRQ6ysnxJSXFDkiRWrbJjMPhx331eXdch8eOPEnFxfsyb50NFhY1hwypJSNBz9qxohPfuNWMwuLFggZiGeumlNr77zsTnn/uycKFo9O+667yLtjYnp4UHHhAj5+zsNs6eNTNrlroBASUhsmd56JKSTsaN82fCBDWT63Sd6Fma3RlO/WxoqAA/zgbb2SE4tca9uXIcOdLM3r2K/dzFix0qJwkQiXHOBLqbborg6affAcYRFqa2s0pPDyAzswJPTxvJyb2f62uvvU9s7AyqqtyYP1/dMJtMEsOH+8muGj1j6FBf2tvtLp2y89rGjvVTFQcJDnZjxAhflaPJ8OE+lJf3RadTpi/79/dk3DgHlm6Y0d1d22Uzp75nSUmeBAXpaWy0MbCLEImMdKNPH/ceAyMBgjdsqOaddwT48fLSEhCgd3FAcILQjg7XqXkfHx1ms4P2dhuenjoZ4DY2KkA2LEws624tCLBgQRTjxvkzYoT6eRIsZQ2FhR2YTK6zD90dUZzhLIrj9DWfPj2cxET17+Tr64bVKrkw2eHhQi5iMGi6AT3lXkmSpEowc8YHH4gM/p4D3J9/vswNN0QREOCGRmPhypUaHnoojs8+E36lK1eeYcwYf66+WnTulZUdnD9fx/z5/di4cQqSJDFlyh75eCEhyjPz11/VlJV10L+/t4rh3ru3kn793Bk5MspFv715cwXHjzcRGenJAw8omryGBhOPP34Ym83BRx+l4e2tp6nJzEsvnaShwczGjWlIEjz0UB4ZGSFMmhSqqtTYPSorjbzyihjovP32aNzcdHz5ZREffihsp7y9dSrWfd++KpYsOSx/9vd3Z8qU3/DxceOzz9KZNSuKn3++RGennfBwT3x93Zg5M0oG0N1900GpmthTb+8M4aCEyhfY4QgGWgkIcOPgwWo8PHSMGqWATk9PHUOG+Lu4zLi7a3F316rOQZJg4sRQjEab/Bw2NJhJSvLB399AQICB3FzRRqWmKt9RXt7Bjh2VGAxa7rhDmWH4/vtLANx5Z/9er8fpEpOWFsr48b0XqAExOHzwwQL5c2ioO/n5YpA3eLAfUVFqImXPnlquv15xMpg0KZjZsyMJC3Nn8eKjqoq+jY0WoqI8WbQoX56lcnMTHvdOoL1mTTkbNijOLrt21bs8QytWlLB1qyLFOnSoRbZBPHq0lauuOobZ7HSkEn1Gfn4rs2adUpERRqOD7OwWbr31gopQSE5WSy5FITeRHPvYYzEubkBbttSzfXsjfn46nntO7dbicEjce+9lCgpM3HNPIFOnqo/97LPVHDliZsmSUGbPVl9nRYWVVata6NtXz/LlofTtq36u8vIOM2rUMCRJ4vTpJrZsKWfjxktUVCgkRHcGe9myIxQVtXZLcgzi+uv34OtrkJMco6K8+PTTcyQlBZCUFMDpej8qA9348+B33DpjIOvX/4qXl6sk1WSys2JFEUlJvixc2EdlS9k9vv76EufPtxEY6MaWLRMJDVXe8fZ2q6qg0/9F/KNAtjMOH4Y9uyEpCaK6nkerFe7v8rt20ws5yKffiM/XXiVGu4fyRUn1Af3gzltcj7v1d5EUOXIEpKSo1y1cKAB2crL4B/DEEwJgDxsmCtoAHD8u9Nje3nDnna7fMW+eANhJSeL/vYXdLgA9wOLFWjQa+O03OHsWYmI0zJ/fe7nz5cuFfu7OOz3x9taxZ4+V8+cdxMRoGT9e33V+dk6etBMcrGHGDPFw7thhprUVYmP1JCQY+OQTwZ4OGWKQR5KbNnXQ2QnDhol99u2z0toqqYr06HoZTB44oDBxOTkicain3WBNjYnKStFA9dS3nTvXSX5+B1OnqoF5WZmR5GT/XrV0ICoxTpoUKOupExJ8iI72kMFbYqIPkZEeLuyhyWTnzjuPq4pCrF9fyfPPqxmxX36pJSnJj+HDvQkIsLLh57VExTxKda0BUBr4qVP7snKljh073HjzTUnFXNlsNlav/ondu/Noabkfu93KrFlqlue335poaLCSlNQ7yD5+3EJTk61XuYhOp+PIEQmtVrkYHx83TpywodUqHYLV6sbhw+3U1yvbtba6kZ8P7d1y7ex24Xbj66sGnCaTloIC8Tw4IzjYnYoKAydPKstKS8UA7PJlswwKPD11NDdrXECsTgd6vV7u4LrH0KH+NDZaZaeGgAA948b5ExKidCCJiT6kplpcisMkJPi4VBoVx/QmLc2f1lYL110XTn5+M/X1Fjo77SxYEEVDg4mDBxupqTGh0WiYNy+Ke+7pT0eHjYsXO/Dy0vVqMeXrqycgwM3FxUarFQVt+vf3xuGQCAtzJyBA6XglSRSfcTqLOKOpydxrom/3cvEHDghgNWmS8izt21fN0aP1PPqo0D8fOya2Hz1aMKyvvHJKTozUaARwdEoQNmwoY+LEEObO7aNiln77rYKzZ5u56Sa1f7vJZOfpp48zYkQgjz0Wj6en8hs+88xRGhrMTJkSwdy5Yjrwyy/FwCEjI4x58/rw7LMFnDjRRHy8Ly+8oJaHKPdH4tFHjzBwoA9JSf5cdVUE999/mK++UqwLu/tlHzpUy+zZf6kGJ3v3VpKVVYWnp56QEA+++CKZX345g81m4dCh64mJEc9JW5uFiRODZJtOZwQFadBoTL0OykwmGxcv1qHXa+WkWIDKykYuXarGYBjMpEmbcXfXYTLd3+267Jw5U+3i6xwUpMNsNqsK2Oj1Wo4fb8RkEnIhLy89lZVGjhypZ8iQgK7vayMlJViugAnw888XmTgxiFGjguXBVHl5B62tZjIyQpgzJ4r9+2v49NML3H33QK65JhpJkvjzzyukpATzxBOiLXz88WN4eup59NE4IiNFu/3LL1e4884jKjncuXNt6HQS6emhTJqktsnbu7eW6647oJr9LC7uQKPRMHZsICaTmdGj/Vm4sB8tLVYGD/blscdOsGWLkvdjsUicO9fGsGH+nDjRwpIl6mTRnTvreOIJxZ9906ZqXnyxSLVNTk4TixfHUFJi5KqrjtHcrAyc2trsnDvXwZQpBS6D/tpaKy++WKEC2IA8u6ecQwN2u50xY3x4/HE1EdPRYefbb6vw8tKyYsVAF+b9228byc01EhGh55131Dru7dtb+OGHZtzcNC5OIw6HxF131XDokIV580S16O6RmbmLTz/9ijVrPmLhwkx27lQntQIcOXKdDLAfe+wwa9eW4OGhY8OGyQwbFsgNN/zFqVPNDBjgIwNsu93BqlWFXLliZMWKMZyqsYIGrLpo3nvvaRVr3j3efruEPXvETMpTT8X1us2xY0088sgJzGYHa9eOcZnhfeGFs/z8s2uxvv9l/KPkIs7Y00W4TO9KhOzshBtvAXPXcz7/Bjh9Buw2CAqA2+aL5Ss/h8xcWDCXXksUv/cxhEfBU8vU03WXL8P27eL/I0aIv21tCqOdlKRs/8Na8fn++yG4h+1mfr5ynKuvdmXSnfHrrxAZCUOGwPwun+/162HQIHjqKTD0kiy9cyd4eLgxYICWhx4SDecvv8CwYXoeeEBJzNu61UHfvloWLTLIncZff9nw8kIuD3/smI2wMC033ODVdX8d7NolWIOrrvKgrk4UefH0hORkpQPZunUYb745jLi4COLiAoiL85QTH9vb7Rw5YmfMGH9SU9Ug+7XXlAIdPctKO9nP+Hi1hnvLllry8lr+tlzu4cPtHDjQTni4cC3Yu7eD3FyTbIeUk9NJfr5ZpWUEeOONYhdbsvXrXRufNWuqOHasg7S0YHx8/Jg0MYKqGm9Ky7xYseJrvv56HefPFzN0qBfe3m5UVNg4ckTR6+7dm01a2nVs27aL55//CatVIjk5QDUqr6+30NBgxcdH16tmEBT/794SH52AqHuH59T/d+/UvL3Fg9hdVuJ8nrvv6wS13aUuoPxmznMB5MFLZ6eyzMkqSxJs2FDTdY5iXU9m1uEQ+RPdj+mM0lIzp04Z5YGQp6eO/PwW2ckERCJQTk6Tygnlv0WfPh5kZzdw8KBI+tu7dxLz5kVSXGxEkmDVqlEUFEwjPT2EqioTEyYEMXJkAN9+e4kRI3byzjuFvR7X39+N5mYrJSXqZ8rpeNDUZEGn01Bba6ahQTlXrVbDoUOTMZmuJyHBjZAQib/+SiE7ezL79qVRVXUNQ4Z4MmiQB88+G8+qVSO77q2ExWJj0qQQJk4M7rq3Drl4Snq6kIE0NlrJyIhg7NgQvvqqmP/8RwEmkgQnTohkSaPRxoYNZRw8WK9KILTZ7Pz5p3gvbrhBXW73vffOUVLSjtXq4LbbFK1nZmY1Fy60EhhoYNWqifKAc9mywXz11Xg+/HAsubl1fP11MVqthu++m+Tyfjrju+8u8uuvFRQVtfGf/4xg3rxsFcAGJRleuFv85cI4b9wo5ADXXtsXb283Tp9upKXFQr9+vjLABiFROnjwCgcOqIu6OJOFW1tdq+02NYnfMijIXeXr7HRecUo3ek5zOytVtrWpj+ksNlVXZ+qxXGzf0iK2r6wU7WVUlBdms/iNDhyoZsQIRVO8du1FDhyoUVmd7dxZxfnzLQQG6vH01LNxYxm//FLOgQNiRu/YsUZ27qyiqKiF666Lpr3dyhdfXOTNN8/J766YxlcTFCBA9o4dVWRl1TFypNoT+vbbj7hIs5zVWzMza+nsFFUKly2L59VXh1BS0sGnn6odWQC5uus775R0O57UdZwG1QzAe++V9tydnJymrutso6nJdWaivNzUq7a7psbCW2/1IyZG3T53nyEVBFgphw+3cPPNIS42nStWlLJ1ay0TJvjw4INqFruszMyjj15k4kQ3PvssSlUMp7bWyuzZwo73xhv9iY1Vg/PVq1v5669OQkJ0fPppmIrg+e23jcybdwuffvoWKSnJ1Ne7uvZcfXU0sbF+nD/fQnDwj6xdW4Kbm5Z16zIYNiyQZcvyOX26mYEDfdm27SrZpm/z5nKuXDHSv78PqanhxEUbCdafJjYq/G8BdnFxG2+8IQY+n302vFf5R3OzRQbYDzwwgEWL1IP7nJx6Pv64hIYG10Hv/zL+kSD74iXBNF91FbS2wjU3wLYdyvqISKHNPpQNi64XMpPLV+CXrV0Jjfe4HvPYccg7Ap1muKFbcZqjRxVgDfDJJ8JdZORIZdmqVeJvWRl89KmwGHzsMWW9JAk5SXd2/N13e782ux1eeQWys8Ux9HoBoDdsENd6Ty/nLkmwfLmGzEwvHnrIH29vDcXF8OWXbly44Mf99wvwbDTCypUGysv9ZalIXZ3El1/q0Ot9ufVWD6qqHHz7LbS2enPddWKbe+9VWLIBA9zYt8/MxYtmrrpKp0ra1Go1FBToKCoKZMkSP/bv78P334ts1b172+nokHBz0xMUpDQUFy4Y+eILZeTplI04o6rKzsiRfio3kvPn2yguNuLurvlbkO0EXDExHphMDqxWCYNBg4eHDodDkhvinpru7nZozjh1qk12MgHYtq2WnBzBHtx0kwAt33//DRHhzfj6tFJd48Pp04XMnr2IBx54ktGjjcTEQHZ2DQUFp1mw4D6WLXuF5ctfYt++HEymaMaN82fmTPUUbHGxifT0YGbODPnbpI6xY/1JTw90GZyAAMqpqb4qG0WDQcuECX4kJir3MzranVmzbFgsin90eLie1FRvlbVkR4ediRM9GT9ePeDp08fAxIneqpkMd3cNI0d6MnCge9c9bFfpoJ98soj2dhsaDcTHezBokHoGw2qVCAzUu5Q5dl4XKAMAJ+jv3pE6O7KevtV/F/36qa0NxXWJc3K6lnTfzskwOy0Re5a7Vs7Drav6qDppKzTUndTUEHx99XKH0hNsOG0Pm5os1NebSEryw9NTWI35+OhpbKzEZqvljTeGyvZ4xcVt7Nx5mZKSJrlwy7lzrYCeq6+OoV8/HxwOid9+u0JmZgORkZ4uns6ArM3eubOS9nYbycnBqmpru3ZVU1tr46abBjBihDLLVFraxvbtAnx//PFYeYals9PGvffmkp1dw7JlQ0hIUFg1nU7LvfcOom9fLxYtysXNTcsbb4xgwoTeJQlnzjTz8cfnu75jHAMG+PQq2XC6gLi5iVLpPWPfvitER+u57z7B7u/ff5nk5FCuu07deXd3F+mep+Ln50ZwsIfsSNM9mprMDBrk51I8JyzMQkaGD3q9lokTw1X3DiAw0J3k5FAX27mYGC9iYrxkMO2MP/+8irNnb5AZ6bY2K0lJ/sTF+XL2bDM2m0R8vJ8M3ktKWjlxQnhXX3WVAuj27hWJ3ldfLcrY//abcN24/nrBuq5fL8DcTTf1Ra/X8scfVZhMdiZNCiYmRrwDGo2G114boiqMA1BU1M7Bg6IPSUlR/6ZLlgx0kU4UFYm2++TJZjQaSE9XZmQGDvRm6dKBLvKys2fFLOnjjw/k5pujutpD0VCYTA6Vu8977yUyZ04oGo3yW5aVdSJJEvPnh7Fz5yiSkjzoXhTIZpMoKhrPTTcFotMp76ndLjFrVhAff9wHLy8rWq3YJzRUAeQvvljMoUMt+PnpWLJEzWLv3t3Am29eAuC11waq5HWSJPHgg6V0dDiIitKpjAx++aWZ2Fglh2DFCvUsWlGRhUcfrSU11YPPPw8lPFxpR7///ivuu+8h1q5dxVVXZXR992gXCaqHh47U1O1MmLBNXvb666MZNUposDdtKpOTHJ2SqMLCFp577gjp6eEsWzYUrVbDoIhWGvLPcGJvOadOHadnSJLEQw/lER+v49FH+zF5sut7L0kSd999jNOnW7nppmhWrlRXm+7stPPhh8VoNPDss70nS/6v4h8nF2lrg/U/iw42PR0W3A6Z2eptyivg9z/E/xcvEn9Xr4NJyZCUADHqnAMANv0O/v6w+DbFmu+nn+Duu4X2GkTnnpcnZB61ipwL/67+4sOPBUhetBD6dbXTLS2C1f75Z2X7mJi/Z7HXr4dz56B/fyE3cTiEUwkI28DeGPjdu+HQIQgJgSVLxIvy8cfiHt16K4SFiWUbN4rzmTBBw9ChYt+1a+1YrXDVVTqionSsXGnqKnVrICBAy8aNHfz4owBHer2YgvrrL9FgTZigbhyFb7ToBEaPlrB0E/Tm5HSi1cI11yidjsXi4NZbz6rYys2b6xk50lc+3uHD7RiNDhISFGC3cKHQXJnNEnq9lgsXjLz/fgXXXBPM9deHUFdnko8ZFmagpsZCWlqgrCXu7LSTnh6ITodLYsWaNSO5//5+PPDAGUwmGykpAYSFucsaX4vFwe23C1syu12Sq5gNGBDHkMSz7NnTxK0LlzJzZiDNzY28//6brF79G1eu3MP77+eydu2n3HvvnWzZ8geeXVWQfv+9gfx8I2+8oZ76KCw0k5VlYeHC3rVpDofE/v0CXPRWVMdu15CTY8JqVdZJkoZDhyTi4pR73twscfZsB1dfrTxcZWWd5OQ08+STSgfX1GTl4MFGRo9WP4Tl5RYOHuxQMVh6vY6CAjcaGsQ9X7Xqsmqfykozr71WynPPDeDCBRt+fmrGurNToqlJ06ttlzPr3vkO6fVaEhJ8Zf09CHeSMWP85EHgvn31vPdeCRkZwTz1lKtvZ1SUB5MmBWIyCZcOg0FLnz4epKQE4N6NIBo0yJv09CC5wEu/fl6MGOHfq70iCOAxbJg/VquDhgaznLQWGGggJ6eehARf3N01xMX5/G3yjrPgTXdJUF2dGXd3h/xcOuPAAdEwTZqkMFe5uXU0NloICBBFa0pL22hrsxER4UFCgj9z5/Zh69bLKms6J5O9fn0ZsbE+3HWX2n3gs88uYDI5GDNGGQAKUJDPwYP1/OtfiSr99muvnaS4uI2hQwNYtmyoyzVKksS99x6mvNxIcnIwjz+e6LINQFVVJ9deu5+Kig6ef36IrClOSQnkyJFqTCYtNpvzvjlnebTExbnjcHghSTp8fb3Iza2hra2T4GADU6cKhn7NmlOcOFHH00+rO3CHQyIhwVv28nZer4eHRENDE62trgOspqZOiotrCA1VT+/X1bVQVlaHp6eGgwevyODXGUFB7uTlVdHcrC66ExrqxuXLDRQVNaiWjxypbjMaGy2cPdtCSko4RUUtxMf7MXWqcg7btl1m0CBfZs2KUT1v+fnVJCV5k5ERxtmzzbi7S8ycGc6YMWIQkJ1dS3JyMDfdJGYtcnJqGTXKj5tvVrsD3H//AAYN8mDZspM4HBqCgz1JSQnCZBLWfE5A7owXXkjk/vv7MWNGNtXVFry93eRKj3/9VYuHh5bx45VrdHfX8cknIykubqOiwsTkySEYjXYWLRLnMXZsAN98M4Kff75Cnz4efPfdKNzddfJgGGDChEDS0/3ZseMyixf3Y8aMCKKilIJOV10VREtLKxER8MQT4dhseq66Kgg3Nw15eVVAJ5s2TcJkgrlzxbl++205JlM7r7+eSECAN3PninM+fbqdFSvEACUhwUuVJFpW1smMGQJ0xsV5MHFigOre/PxzHaWlZgIDdXzySX8AamttLF16hV9+UWSYkZF6mcwAMSC4444aOjtFMZx585T+w263s3z561gsVt5/fxXDhycRETGYTZvE++LpqZPJit9+U2aYAVJSwpg3rx8LF2bKNn3vvDNOBbCvv34P9fVmtFoN8+eLc+7Xzx1PTw2dnX5kZFzH228/y733Piwf9/vvS9mzp5rgYHdefLF3gPzxxyVs3lyJn5+eN98c6pJo/Mor5/jll0pmzgznpZcSef31Xg/zP4l/HMjOyhbTyOOTwc8PPHqxMD5xEoYlAloYNVLotT9bDTW1sOIl1+1bWuGDL8GhgQfvE8s2bVKKzThDkmDaNFTJYAAdHQIM5+TB+PHwr8eVdY8+qgbYAIHqGTM5LBZ48x3ImAyL7xSykF27hC42JQUeesh1H0mCt94SA47rrxcgvLkZsrJg0iTx/c7YsQPGjhWg37nvgQPQv7+Ge+4Rj8qhQzBypJ5bbzWwf38nt92msJs2GxQX26ipcRARoWX6dPXNP37cxoABbkycqKFPH6XjcTgk1q1z4OcXxHXXKQzWG2+Uc/SomrnevLme5ctFx3nxogmj0UFkpJvMaF68aJSLQjgLYezd28QXX1TR2mrn+utDeOstpXFoabFRX28nO9tEUpLY3miUyMoyERzs+nq4uWnp08eLwkIHkZEerF07Wl7X0WFn3ryTsl6vJ/Pc3f8WICAgiP/8523Gj29k9uxzpKfP5o8/nlZtY7dLnDwp7sGIEWoGqLhYjO4GDerdp9tkEt/n4aHpNQu7NymJ3e48V7VVHKgHHEajAFzdNetOO7/u2mdAThDqPquhuJ6Izz/+WO1yfuvX1/DEE/1d9gWFge6ZZAkCoNfWWrr5MQsrw/Z25f5brRJHj7bK5dyrq81s317bqxMCiPtx8aKR6mozdXVmoqM9CQx0Ize3DqNReeH9/fVkZdUQFibuQZ8+Xpw40cLFi64zIM6wWBycPdtKba0Csp2+xg0NFgwGHRcvtmC3S1gsdgwG1zLYOp16IFVX10mfPt4uCbmFhS2kpYUzbZoCrI4fF6x0Skpo1+cGRo/2Y8IE4fKzcWMaX355gY8/LsTdXY+vr4HrrovGbLbzxx+CyZ45U2E9S0rauHChDYNBy913K1rXH34oZdeuKgIDDTz9dJK8PDe3lpUrLzBlSiRvvDHa5foAPvjgLLW1nfj7u/HTTym9btPYaOLaa/dRVtbBhAkhvPDCUDQaDV98cY7XXy+gb19v1q6dTFOTnbVrS7n3XnFuv/5azPr1F/Dy0nPixEIGDvTnppt+Z/fudh5/fDR6vZaCglpOnKgjMNCd2bPVA4qmJhPnz9cTFOShkn78t3BKSPz81IMgJxPu6em0drTKDiEAkZECsFRVqZ+n/v0FUCotbeW/RWenrev4Os6fb+PChVZuvFFh5vfvr6a4uE3l0lJdbaSkpB0/PzcSEvxZtaqQixfbmDAhFI1Gw+XLRg4fbsDXVy8/Q8JPvZVVq8bRMw4dauD48XoefTSBDz8cy48/lvHqq43ccEMv7BZCTlJQ0MS4cUHk5V0FiPbjzJkWOjsdjBwZoNreYnGwf38DZrOD3NwMVS4DOOUmGvz8DEyZ4upkAkILbrU6SE8PZv589UDo7Nk2rlwxER7uzvz5QWi1GgwGLUVF7ZSVGQkKMjBnTpjchjY3W9mxow6QuPPOGCIjhfXo6tVXWLJEkZE5k73tdonPPqvg6acVedN776nBZV2dpcttxMa6dUNkjffdd1ewfXubatv+/dXX/9FHDVy5YiU6Ws/HH6uvX6fTceFCCZcuFXPkyGGys0/wwgvNWCxepKR48/HH03jkkUMcOVLvUmTokUcGM3fuXiwWB0OHBrBhwxQVwH722SM0NVmYPDmCH3/MkAdxWi307WslPt6Xe+75jKeeeoKNGzcxZUoGiYkT+eYbcR/ff380oaGufd3Jky1s317dVYBnjEubd/hwA+++ewGtFl55ZfD/udPIPw5kHz4EqZNgdld59E3rYfW38PiT0GEWHe6VK3D8Mrz9lujkt+0UAHtIIqSMdz3mDxuElGJKGiR06e29vJwlidXb9gTYIEDwDxsgvwCmZsBoBZcxc6YA7N0TyP5GlsSXXwkteUIC3HabuJYXX4KTp+DNN1ydSgD27hX/goJgW9eszhdfQEGBGBA4ZS1HjgjJSUAALBCe7+TkwC+/6AkP13HddXDmjMSGDTr8/T2ZNElDUlK1y/X+8Ucnv/1mIyBAx+jR6sdr504b+fkS991nUMkb8vMtVFY6iInRMXKkMuLu7pfsjFOnOqiuNhMR4c6JExa8vPy4+mpx4U1NVmbNOoLNJjoqJ9jLzRUdT2qqP2VlnXzyicKabthQQ3S0aAicTi69AcjuceGCYJG6s+cNDRauvbaAw4eVTi4mRq2B8/LSdWmw1T+wVgvjxnmTkODagJSUdDJ2rD8eHlqXadP2dkhP92fo0N59yTs67KSl+cma6tpaGx991EhkpJ6lS4NwOCA93Y+4ODXLkZbmTUyMApSDgvSMGOGluh8REW5MnuyrArktLVbS030ZNkx9Pn36uJGe7iOfBwgwP3GiO2FhYtm990bxxx+N1NQ4iIkxcM01/lx9dTCdnXbGjfMhIEB9z1pabMTHe9C/v6v9Vs9CQk5A333g0FOP7ty2p0NE9wgLc6e62kxNjQDZTgeW7u4GPcukBwYa8PTU0dZmo7W19+qjEREenD3bSlVVp1yFLyjIjeRkUbzG4ZDw9XWjudlCe7uNoCDlXtjtDvmcu+uTq6vNVFR0uDg17NpVybFjDbz66ih52Z491V3yFNHhHjpUx7FjDVx7rTJ1fehQA6dPt7Fy5Rgeeyyxaz8h4xoxIlAuKQ7wwQeFFBW1sWxZotwp1tR08sknF0hI8OX554cSHi7Oq63Nyh13HMRotDN+fBjjx7uCnt27K3nqqSM4HBLbt09zkVgA1NebmDVrP56eOhIS/Ni6NQMvLz2bNpWyZImoCPjvf48mLU0ApjlzxLVdudLG8uVCDvP22ykMGhTA6tWn2bSpmOHDQ7j3XsGqf/31SdLTo0hNjcHdXd2uVVcLwiA4WP3+6nQaEhMDZb109zAarYwaFcqAAepks7AwL4YMCcHdXcfUqTFYrXba2iz4+4vnPCDAnYyMaBwOibY2M76+YvmAAb4kJATIDF5rq4XS0lbi4vzx8lKeOUlyEBlpwNdXx8WLAow576fD4aCgQAy4nNp8gHPnWtDpNIwaJQDl4cOCWMnIENvk5jr1/GHo9Vqam82cP9+Gu7uWUaNcGaOjR8V3OFnw48fFrEhv2wKcPi1Y2aFDlXtVVtZOZKQnVquDoCB3l+3NZgeJib4uABugtNRIcLAb8fG9l/K2WOzU15vR6TS92gnm5tYTGmrgqqvCVMRDXl4Dw4b5kZTkq2pr9u6tYfBgb4KDDURGemCxOLjvvnN8/706AS8szJ3ychO33HKKgwdbVOtmzFATNjNnnqShwca0aQEsWKCsmzvXn1272rB2kx13bzuPHjXyzDOVuLtr2bZtgEu7CgJox8YmEBo6gGeeacFigagoG+vWzcTf342tW6dzxx1ZbN+u9KNhYR68/voJTp0SGuxff53mwmDX1ppYtGgg77wzTpXsnJVVw/nzxbS0ePLNNzewd+8mtm79k6NHT/LWW740Nydzyy39VYnKzrBaHdx55xEKClp48slBzJunHqh1dtp5/PFTjBsXSFpaiMp3/f8q/nGa7G3bhA/22C4gq9HApYvQ3gSP3Ae//Aht4h1nflfC41erYEQsPHqfq/+oJMH+bBg0EB66S1k+cybkHgCvHu39+vXg1qPfb22FT78U/1/2iHrdwoXw1tugc1O+20s9YwYIGcxnX4j/v/m6AITbt4tkyfBwePhh131AaMRBSEl8fYVF4GddNoXLlrlud889yvc7EzfvvVeDm5uG774T4GXBAi2enhr8/Fwfn23bnAmQ7irfVRAWggAzZ6qBxv79VmJidNxwg4cKfH/1VQIPPjiI+HiRpDVnTjDXXhvK4483s327kbw8I0ajREyMaLjmzTvG+fMKw3P6dDtms50LF2xkZASRlubHAw8Uqkbg339fxcqVIsnu5MnOrnttJzXVz6WkrTMuXbIwYUIgqakB8rJFi86oADaoLeMAjh61cfq05JIgU1FhIT+/g4YGV93oiRNGMjM70etdO4usrE6ysiz07ds7k200Qna2lTNnBAirqbHx+usNfP55MyASgrOyrFRUSD32sVBcrIDNS5dsnDhhpruF3JEjHezf36YC2RUVJrKyGl2cQI4dM5KV1a4C6SaTxMGDZi5cENf87rvxPPxwPI2NgUyaFM2bb8YxZUoQRqNEfr6Zigo1+K2rs3HhgsmFoZckiY4OwRAqyZUOgoL09OmjfjHj4rwIChK/hcGgJS7OW/7cWwwZ4kNCgjctLeJ39fXVM3p0AAMGKC9sYKCB1NQQ2RZRo9EwfXo46emhXLli7Jq1ucT775+XWcshQ/wYNy6QxkZFF6rX6ygubuXMmRYaGy2MGRNIcnIwra3qZ8potBEV5Ul0tKfqXtTUOIsJKc+NyWTj1KkmNBrFNaSmppOSknaMRjvDhgUAyCCquw3b4cMNLss2b67AZLLL/tMgEu9WrxbV2O68U2GxH3nkCPn5DQwc6KPqLJcvP0lNjYkRIwJZvlwtwwAoLGxm8eJsHA6JF18czqxZfVy2yc6uYfDgbeTnN1BVZWLPnqmEhnrw44/FLFq0j/HjQ/n3v0dxzz0Jqv06O63MnbuVkpIGliwZykMPDaOuzsjTT2cB8Mwz4/D2NlBZ2cZXX50gO7uc228fTHOzevBfWFiPv7+O6dPV51ZV1UZhYV2vpEldXQfHj1fhcNh77GPkzJl6JAkKC5vIzq5SJU5qNBquXGknO7uSK1eUtm7AAD+Ki1v4888KOjttTJ/+OyNHbuT48XrV8Ts77VRVGbHbJS5fbiQiQkP//s68gXbKy+sZPdpXNZA5fboenc4sO5ocO1ZL//4ejBsnnoUDB2qIinJj6lThXnHyZBOBgRquvjq81xmHtjYro0cHyc9bTU0Ho0e72mY6o7bWTFpaCGPGKCD8/Pl2SkraGTTI1Qno6NFGQkO1TJ8e7LJO7NtKQ4Pxb2cAT5xoJi+vjsGDPV0GqQBbtlymrq6Da65Ru3X8+WcVp041kJamHiz88ksFJ07UMGeOuF+//VbnArCdsXJluQvA9vbWyrNUVquDa689wbFjgpX7/PN4VZ85Z46v7PDljMBAp5Wkndtuq8Bmg3vuCWTy5N4HGQB1dU0MGrSO2tomIiP17N07A39/t6738CgFBY0YDFq5roSbm5aGBks3mz5x7MLCZu68M4vaWhOTJ0e4AGyHQ+LDD88AcNddcbi5afHx8ebWW+cxa9bzNDePR6OxsHz5iF7zjt566zwFBS0MGODFK68kuax/7rnTHDrUSHOzlf/8x3X9/0X8o0B2Y6NgaA0GIYVwxrbtgAaumQmzr4HVXwuHkAEDoLJSJA6ePQnz5rgec382/LoFOlrh+lnqdVt/B6sNHnpYgNQPPoBTp0Qi5d33Cb/rxx+HA4fBboWbboCZV6mPYbeL/fz94Isv4eWXYcUK1/NY+ZFInLzjNrh+jtjvmWcgaTC8/lrvWuycHNi6FaZPV0D4Dz8IoL1ggXAwAaipgYMHhaTEKTmpq4OSEiEfue8+wXDm5jpIS4M779QQFKTj3LloxowJIjzcm+HDDWi1YLFoSU5245pr1C96c7ODkhI76el6pk5VXjJJkvj6axuXLxuYP1/dYGq1kJmp4cIFH/7971h++20Y48ZFs2FDJ7//buTCBTMaDSQne7FpUzX79jWq9jebHWzeXEdenpHCQhtFRZ3s3KnWLB461MKpU4KJ8vLSIkkSTU0OcnI6uXy5d1bzzBkThw6ZCAhQrnHoUNcfoHvJ7/p6G+XlFry8tC6M9cmTorMcPtz1GH+3TpIkiopE59udie4e7e3OYiziNXeWNnfrwpG9yTicLH531tlpS9U9ydFZmrt7kmpBQXvXvuqOta1N7O8sYS++R+raVjmm02mkuzuJc9+eiUzOwjbh4WpQ3NFhx2YTM0zODr6jw05jo02+NnFcG0VFRllnbLdLFBV1qDxue0Z7u53z5zvkAjzu7lqOHWvm6NFmeRsvLz05OfUcPdokL2tpsZKVVUdVlRgUPPDAUZ58skAG6x4eGvLz6ygtVUujwsLEc1Jba6KqykReXgNtberza2uzUVnZit2uXt7QYCQoSEdEhPJsnDvXQny8Lzfc0Ff2Wc7LayAiwoMJE0LQ67VYrQ4uXGhi7NhAkpNDuu6fFbCRmhrMiBEBgHj+tm27gs0mMWWKoq3+8ceLJCX5ce21UQwdKrb9889KNm4sx9tbz6pVSuW11atLeO+9Qvr08WLdukkugKy62sisWXvw8XHjjjtiWb5cYd/tdgeHD9dzxx25pKcLnWdMjBe5uTOIifHm/fdPsWjRfkwmB5MnR/LKK6NVx3Y4HNx3327y82sIC/PklVfEFOY99+xkyJBgrrmmPwsXCsZ+5cqjWCx2brwxnqYmE1FRn/Hii0qiz4EDV2hpMRMWpgZkZWUCLPXt65p83dgogHpQkLotcA68tFqN7OHtdCJxRp8+AgCXlyvPi8GgY9Ag/y5pVDMDB4rvLC1VSwe6z+qUlbVTXW2UZ/JOnWrE4ZAIClLPNFZVdWCx2OXKm+fPt3DpUrtcZfbUqSYqK43y5+LiNhoazC4uGc7ry8mp49ixRjlRNi+vkWPHGhgwoHfQd/hwA9nZ9Sq9ttONJzbWFWSfPdtKXZ1ZtmftGaWlor13Di56Rk6OGJgkJ7uynmazXbaynDJFDbKV5E2F/XY4JHbvFiTONdeIWZSZM4O5/faIXmsXPPFEX6ZOVYN058B/794mhg/P548/RNsSFqZn0CDlGiRJ4v77izl+vJ777vNnz54BzJ/vz0MPicHGk09eJjRUy6hRHrz5pmvJdmdYrQ4mTNhGXV0ffH1T2b49nfBwd7mS46pV59HpNKxfP5kNGyYTFGTgyhUjffp4uyQ5Xn/9X1itDmbPjuHHHzNcAPajjx5i375qbr11IIsXK7kwnZ12Pv20HD+/RqZMKZKLhHWPc+fa+OKLCsaNC2TNmjEuUr+9e2v57LOL6PUa1q4dh6enjvZ2G/fff+xvr/1/Ef8oucj+/Q7i4+1MmqSTO+orV8DLU1jeTZ4sfLBvuUX8A/htqwPQMHu2xsVSD+DjLvb4wbvV1nhWK3yzRvy95WZITxPMYJ++0NQId98pdNKSBMOTxXlcO8OVKd+6FYqLBeC/a3HvxWcaG+Hd9wXLePdd4hjffy98sQcMENKR3mLFCqEFnzhR6NPtdnj7bQGq58xRzuXzz+HCBUhMFAV8QLidHD4sZDf9+sH27RIHDgipysSJYsfduyWOHnVj1CgDx4550NnpIDS0nY4O+PVXNfDbvdtGZaXEoEEQEKCluVksP3zYRnGxg+BgDamp6os/fdrCuXNWgoO1TJvm2XW/RAM5daoHt93WREiIN6mpXpjN7ixYEMHGjTWqKm1btoiGb8YM0QHodJoednB6WUtsNDo4cqRD1jr3LG3uDEULrVyjYGL7MHfuGU6caEGSJNWU4blznaSmehMUpHfJ0u7sdJCW5sfw4a6NfkODnbQ0f0aNUndANTU2EhM9CQrSEhysZ/9+I+++28SsWd4sWRIACJA9caIPsbGikbZaNUya5Cd/ttth0iQvBg1SHmyj0UFqqidDh3ZPEnRj+HBPfH0V+cWgQV4kJWlklgRg3TrR+eTnqzv2hARf4uIcKtbbaHSQluZOfLwCkvV6DWlpXkRGKs9BZ6ed1FRv4uPVz1Nnp53Ro71dSg83NtoIDtarAH1TkxWNRq3fdhYfcg4InM9Ed9ZRo/kdAEm6TrWt08rQmWjolCeBoovuPlsSHu6UTIjnJirKg6KidqqqTAQEGGTwcOWKOkFu1KhAWlutVFV1drNi6wmynay6erBRXd1JY6NFZpoATp9u5syZFgYPDpCXZWZWUV3dxpIlooM7caKBmppO/P0NhIaKd+7MmWbOnm1myJAAuZMsLGzBz8+NyEhPedrfZnPw9tunqaw0snu3KJdrNNp48MFcxo71Z/HiOPr1E53l8eMNLF2aD8AzzyTJvs3OaG21cM01eygtbWfs2GA+/XQCWq2GS5fa+fe/T7JjRyX19WrweeDADAIC3LjnnkzOnRMA9913k0lK8mf27D/YtGkm7u467HYHS5fup6SkFV9fA7/9dj2hoV6sWHGY338vJSDAnRMnbkej0VBW1sKqVceZMqUvzz8/gf/85wCdnTZVG3PqlGD+09LUTLbBoGXMmHAXSQgIScKkSVH066cG4OHh3owcGYbBoGP06DBCQjy7BjlKjB0bit3uoKFBzainpUUSEuJBSUkLiYkBjBgRLIN5Zzz//EieeWYEILF6tWAQnXaEpaWteHvrGTZMDS6tVgc+PsIppbq6E3d3HRERBvlZqK0V35GUJK7TaRM4aFBvgwvhLe/n54afn2BGL10SgHnAAFcgBd0BtdIGtrZaGTLEr1cmu6JCfP/fFSmyWOz07+/1t6D+0qUO4uJ8SE11dbE4fLiBIUP80Gg0REZ6cumSWF5TYyIqygN/f71K1nLqVDNDh/phtTqIixPn6uurZ82aJK5caSIrqwOHQ4/DIfz8IyPdWbGiHzNn1tLSokOStISFGVi06Cw//lirOhdnbpIzvvuuli1bRMGaF14Ip18/D6ZNEwOZX39t4vPPGzAYNBw+nOBis+qM9nYH9957kYsXg/H3h82bIxgwwIDN5uDll4/z7bfFeHjoWLlyPCNHBvHoo4dobBQM9urVqd0AdjPXX/+XzGB/+WWKC8B+7LHDrFt3ES8vHQsXDlQNUj/4oIJ9+2rQaq+watV8l/MUjiOnuHzZzKxZ4WRkqGU9dXVmbrvtCIMGeXP33f0ZO1YMXJ577rTsNPN/Ff8oJjszU+L8eejXT2kAd+4UyXtjRveeBPn1VxYCA0wsXuxasa2sDC4VwYSxcP9d6nU7dwrXkMGDIS1VLNu0WXTSY8YoTPpfe+HSJYiOgoU3u37/tm3CL/uJx/++uuPqNULCMX0aZKQLMP/rr2Lda6+hcjdwxsmTcPGiYLiddoG//y4A9sCBcHPXuZhM8O234v9PPCH+2mxCtw2wdKn4++234v7cfbdWZjnWrRPg9NZbRUeek+OgowOGD9cSE6N+tHbvFh3FtdcKMODj44OPjw8zZ4oHPjxc4wI+f/7ZxogRvjzwgD9ubhoqKmw0NNi56iohD7FaYfBgdwID9UREuPPSS0n4+Q1k0qR+vP9+Io8+2o+KCneGDQvkxhuDuPHGMIqLU4mMjGDkyAjefTceHx91Q/vll7WsXCkaswMHek9W6+zUMGqUjypjG0Sp8EuXQJK82bJlBD//PExed+qUiZycDkJDXX/kHTuayM5uJT7edWpy3742srM7XMrJX7xo5cgRC41d5P3p0xa2bzdy8qQCPJqb4eBBOzWCSKGjAw4ckLh8WdznpiYHBw5Y5AEPQF2dnZycTlXhmGPHLOTm6ggKEp1mfb2NAwc6OXXKLCeRXL5skgdtbm4KsDObJfbuhZwcrUpe1NDgIDvbTH29MltQVeUgO9uCzabptp2dnJwOGhvVswrnznVy7FiHi4Vffb2VhgabikVrbLQgSVaVzryx0UxIiFLy3Wi0ExioVzmQ9AxfXw0REVo0GvEuSJLEoEEeqt9Np9OQnBzE4MEKwBg82JeMjFBZO52SEkJ6eqhsG9a/vw8pKaG9JqdWVnZSVdXJsGH+pKWFugCu9nYrQ4YEqOzzQPhrt7XpCA5WOvwzZwQD1h3Q7t4tvJ2drPXRo4LFmzRJYelOn24GYNgwhWHbs6eK06frmTYtRD7v33+voLLSSEKCn5xY+c47pykr68BqtfPggyKhpa6uk4UL9zJqVAD33hvL4sWKrAQEc37TTfsxm+0MGuTL9u3TZZeNb74p4YcfSl0A9u+/Z2A225g4cSurVxdx6lQjmzZNQ5IczJ69gz/+KGf16nNYLHYWLdrFF1+c4fjxRnbsuJHhw0PZsqWY998X5bDXrr1GZp+ffTaT9nYr4eFeuLnpOHmyDnd3HY89NgaAs2fr+euvcoYNCyElRUn+rKlp588/iygsrCE21lVrfOpUPQcOVBIQoO6Uzp83kZ3djJubjqqqDjIzr7jMXmi1GrKyKiktVcsKQkM9yM2t5uTJBsLDPTlxooHTpxtd9nVz09LebqOqykhYmIecfFlQ0EBHh434+ADVPlVVRtrbrfj6utHYaKKjo1MecAOcO9cA2GSAVVrajlYrNMY9o6nJTL9+7nIlXnFv3Rg82NtloAjiHQsM1JOcHKCqGnryZAtnzrT2Kuc4frwJT09trwAchAb40qUWBg50JTUkSWLDhgqKitpVjLQzduyoJj+/iZQUwcg5+7Hc3Hqys+sJCDCoSrjv31/D/v1VDBrkrZod2Lu3hr17yxk0yEph4USOHEmWi8x88MEFWlvbeOmlaD79NIElS/q4AGwQ/Y0zSko6+OabCoKD9Xz88UDVuosXjbz4onjP33svmpEje2fwy8qspKRUsGGDREhIO5s2RZKUZKClxcKCBdl8881Fxo4Nlis53nDDX+zdW8W0aZEuDPadd2bj5aWXkxx7Y7CLi1vw9NTx7LPDSU0V+n6bzcYnn2zj3XcvAfDKK32Jj09wOdeff67kwIFGQkMNvPHGYNU6h0Ni8eIjVFWZCAlx5/HHBYGwbVsVn3xykfz8Jpfj/S/jH8Vk5+YKYDB5svIw//mn+Dtzpuv2RUUOjh2T8PODGVe5dnCffgrH84WLSES4et1HH8H5M2IbjUawnm+/BQ318NGHCkv85hugMcPzy1yLxBw/DqtXC2u9xYt7v6aGBlj+ipB4vN4FrD/7TOixr71WYeR7xrvvwvnzQrISHCzO75Xl4JCEJMUJ6H/6GZpMcOsiyBCWmPzxh5Bq3HADzJgBNTUS+/ZZycjQcdttzoxpiaIiG+npOhYsEKBq/36J9HQ3rr5aDbDtdonNmzXExXlw7bXiJoSEhPDbb2ZaWgSQHTFC/ShKksT69VaKizW89554eTdvNlJWZmfsWHc0GhgwQM+cOUrDu3lzB83NGhISgnniiXDq6mxERBSh08GUKaLTPHnSQlWVjrg4L+rqFEmFM378sQE3N3GOvTlXSJJEXl4nRqND1ZCBsKprbrYTGurGnDlq7+qiIgEKurPfIBjVqiorBoPGRTNstTooKRH7xcerv6ukRHS8sbHiXC9fFgOePn2Ujqq52VnxUF34xdNT0/XdTilGdxmIAILdk+vq6200NPjRv78AXpWV4rsjI5XveuyxYpn5P368VXZEaGgQxwsJ0anuR1OT+O7uTHhPeQtAS4u96xrUv4WzglrPIg9VVZauc1OWOz3MndZ+IJin+nqLbAHY3m7rKjLRu984CD/d6mqzzFxbrRLFxW2qEvQgpr/79OleKhsyM+uYOlU0Im1tti75iMgBCA/3IDe3Ti5E4gxnp1VdbaK11Ux2diUNDWp7wdZWK2fONMtuJMo1G2ltNRAdrYDliooOYmN9GTpUgL6mJhMnT4oOx6m1PnCgloAAAykpSoN36VIbsbG+jB6tMJyZmcINJj1dkYr8+WcZaWkhzJs3oEs73Maff4rkqI8/noBOp8VisTN//l+cP99CcrIbH388VnXeRqON6677i337qklI8GPXrqtUDNe8eTG8884ZWeoEwiO6rc3CQw8d4MSJRgYN8uPbb9NZs+Y8P/10AYdD4pVXxnLTTbHcdddefv21BF9fN37//TpSUqL4889SFizYTkSEFy++OJ5rrxXuIdnZlzlwoBIPDz1vvpnBo4/u59KlDv7zn0mEh4t25913RdLkxInReHgoz0Fu7uWu+xqtAl3OKC1tBnBhuWtrtTQ06PDy0stJjCaTOlcjIkJ8tzPh0hmJieJ3LSxsZuxY8btfvtw7UXD5smCHu8tVLl0SOSVOqYkznOdhNtvlmRqnbaQkSTKr75zZMRptOBzIyZrdw2i0UVbWLlubmkx2ysvbXZ5fZ3R02MjLq8fTU6dKGna+O85Kks6w2x2Ulxux2aRemWqLxU55uRGNhl690S9e7KCmRoAzJ/PcPf78U2ipr7lGDKhCQsR7k5srrPZ6+nxnZSlJod3ju+9EwZxbbulHXJxyHlVVnfz6q3h27r13AH36eCFJEo2NNp599qLs/gQQFSXumdXqYNGiExw+3MIdd8Rw++3K4KCz0878+aeorOxk6dL+LF3au5vKgQOt3HdfI2fPWjEYLvPqqzpGj3bn4kUjCxfu58KFNkJC3Hn11TFdkrO/ZJu+jz6a0GuS4+zZMb0y2I8+eoh16y7i6aklPNyLV14pYMAAX/r1a+eOOx6mqekhBgwIY9asgbz00gSXc62vN7N06Smiojx4883BBAWp+4DPPiulutpMUJCBdevGoddrqarqZOnSAgBWrBiiykf7X8c/CmSfOqVjzBiJ5GTRUTocEu3tEiNHapgxA3p2oLt2WYmIEB7Q3fWmAB0dEt98I/bpXjgGhFZ5927BjC9cKJZlZwv2OCxMgFOAEyfgr7+ERvvWXsDwp5+Kv4sW9e4MAkKv3d4u9NPJycLH2qnZXrq0dz/tK1eEh7dWqxSn+eMPcT6RkQqLLUnwwSfimFdfowwMPv4YSkuFjlurhR9+sNHQAH5+ElFR4gs3brRy8qSdadOgTx+hZV63DsrK9LzxhhoQ5eU5qK/X4OurISlJ7L9tm4X585UOIDlZ/SgeP27n4kUH4eEaJk8W6/78UzSsc+d6sWiRD7fe6qtyd8nKcq4XjdaOHR1otTB9ujf+/rqubUTHlJbmiY+PTR4gOcNoBBAtWWurnaNHjYwZowCmxkZRzdLfX+cCws+d62TkSC/69nV3SdJwOCRSU71JTFR3JqWlJiZM8CE62t2Fyb982cqQId5ERLjJ5d6dUV0tMWyYDyNGiE6muVnLkCHeMugGkSw7cqQ38fFOthZGjXKXP1utWsaM8aZvX+WcjEYH48Z5yJISh0MiMlJPbKyB4GBxDleuWBk1ypvkZHFftm2rZ9MmJcHqyhUz+/Y1M21aINXVNsaN06kkKSCSzlJTtcTHK9fs6SmRkWGQfdtByC7S031cBif+/nomTvR1cXCpr7cQF+dJbKzS+TY0WAkLM6i2dVoAOhMUW1tt6HQamQEvKmonKkqnSsZyFotx/rZOPbfBoLyEvTmZOEF4c7MYADgZPuc0u5ONq6xUex/HxLjj5SVRVdUuy0Wcx3BGe7u4jp5+yg0NZqxWSS5CAnD2bAslJW0yI/jII4e7naM4p5MnG2lutjBkiMK+FhW1UVLSJjuCgPDTjY31IS0trOv+Wfj223NYrQ5+/nkqAG++eYxDh0q5//7hpKWFdy07TnZ2NVFRXmzefBUeHsp7bzTaeOQRodGMiPBk69ZpDBigAL78/HpuvTUTs9mCVusm+66HhLhx661Z6HTw0EODmTevP7ffnklpaRvTpkXy0EODSUgIYPz4TVy82Mrs2f1YvjyZ0aPD2LOnnBtu2IrFYmfOnFgee0xot81mGw88sIfKyk7eey+Dy5fb2bq1BC8vPffeO7zr92tnzZrTANx1l9rbOz+/mvT0vsyapWbpQTwjfn4eTJnSl9jYANW66GgfwsK88PMzEB3tQ2qqK0iPjvZm0qQIl/YiPt6f1NRw3N21REZ6MW5cqIvzhjOqq4306+ejAtR6vZaICC/69lWDy9BQT+Li/LFaJTw99YSHe8rPm93uIDraC7td8Qd3d9cSHOzuUmYelHfGOQPmlFX9na2ac8aiJwiPiPBgzJhAF7a8psZEdLRnl6ezK7wpK+sgOTkQg0HX63fm5TWQmhpCXJyvSxt+5YoRX189Y8YEkpamBqvl5e1kZISoCuM4HBKNjWbS08NU27e0WKis7CAx0c/FMWPjxnISEnyJj/eVB+oajYZrrvHniy+slJSAJLmh0SCTMu+8c5HDh1vo08eDlSsTVb70S5cWcvx4G7Gxnrz2WnSvyYM//VTHXXcVERvryzXXBHHq1BKSkz8hN9fE4sV1REd7kJSk5aef0vD11XPjjX/h4aHrluSotun7bxKRf//7GJs2leHpqWPs2BCys2uIi/MjLS2MBQueIj39Cb7/PhKNxo2XXhrpcq4ATz99joYGKyNG+LNggboCpnAZETNW27cn06ePFw6HxJ13HkWn07BoUR+eeGLQ/ynI/kfJRSwWDb6+WpmpO3ECduyw09RkY5BrfQnWrGmnurqVm25yFd/+8IMVHx8jt99uJzm55zo7EydK3HabJHta//KL0DTff78i3/jpJwFq77lHWON1j6YmiZISC4MHSyxZ0vv1NDVJHDhgZcAAiZdfFsu++MLG4MEOMjKkXtl5EHrtkSOFe0r//mLZxl/EuTz5L0U2k5kliuZEhMMtN4llhYVCXuPlBXfdJV7UrVtFQ+j0yhbXJtjM224Tje3Jk0JeExYG48erX+TMTAlPT7juOiE12bHDwrx57SqAXFKiZpQ3bNAQGOjNgw96o9NpaGhwsHevnrFjfZk1S3T2Go1GrmRYUmJn924PRo8OYvp0sf7HHx14eQWyaJEitt+1SyIuzo8ZM3x59tkoNm0aQnBwOLNnR7F+/SAXsPL553WqzxUVdkJCgnqtNnfsmImCAiuxsa7TcVlZ7eTkdBAdrQably6ZOXSoXVWyXPkuCwUFZlpaXJ/P4mIbp07ZZSb2wgU7Z844VN7elZUSBQUOQHQmDQ0Sx4876OzCcleuSBw96lB5+5aUWMnPN8nOHHV1dgoKzFy82IFGI37z0lIrx4+bkSQNkiTx2GPqctUAX38tGJ/Ll23k55tk73Dluk3k5DSj0ynXff68kczMFpWsq6zMSlZWu6pzkCSJHTtaOXiw04X9P3++k6KiTlURlpMn26ittaimh8+cacNg0MizEQ0NVux2Se60m5stVFaaVJXgTCYLWq0Nf39xbzo6hCylO2tttTpISvIlIUEBKqGh7qSkBMv66NhYH1JTg7BYxLVHRHiSnh5KQoKvXMQGRHU/o9FGXZ2Jfv18SE8PV1UUdH5fcnKIi55VrxfJyd0H707N94ABvmzeXMa6daXyuqYmMzabnY4OK1qtRma7xX5iMOwE542NJrZsKaK6ukmuzLh9exkWi4PU1EgiIryorGznq6+E5veRRwQAXbu2kJdfPsi4cQFs3qw4EIAoEz5r1p+sXl3INddEs3fv1cTHKwOcjRvLSE/fQ3CwJ+np4ezcORUfHz0aDRQU1OPuruXDD8eTmOjP3Ll7KC1tY9SoYD77LA0vLz1Tp27l4sVWRo8O4dNPMxg9Oow//yxnwYI9xMUF8sADw/nooynyc/bmm/mcO9fIwIEB3HffcD777BTx8YE8+eQYIiK8aWszM3Hij/L5JScriWSCcDhHVlYVqanqkvIAxcXNZGZWcv58CyEh3Wc8JHJyysnNrSAiwouysg5ycmqQJHV76ump58CBas6fb1Yt79PHh5ycK+zaVUZQkAf5+XXk5Lj6z4PQHZeVmQkL85G/e//+OqqrrfTrp2Z8tFodRUVG6urMBAa6U1Nj4+zZ9q68Ey2NjWaqqzvlUu+trVYaGsy9Ajq9Xou/vyj6A2AwaAgMNKie++5hsThISvJzeb4PHqzh6NE6l+TK6moTZWWtMiHQMy5caOfQoUbVwLh77NpVTU5OPUOGuOrJf/+9kuzseqKjPbux+2aqqlr59ddyDh6sZeJEpV8oKGhi//5aLl1qZ9Ag5Z6uX1/Kvn2VREa6qVxcbDYH77xzljNnGlmyRD04e/nlExQX1/Lcc2Fs3JjEjz8OJijIjQMH6vnPfwpIT/dj7doRqtm6VasuUVLSgZeXll9/He4y4yZJEu+9d5lbb72A2SyRkeHF1q1RhIa68eOPHcydW019vUS/foP5889peHpqufba3RQUNNHYaGbrVlebvgMHali0aODfSkQ+/bSQwYMDuPvuYZjNBsLDPVi7Np2srP20tlqoqhoJwIoVw+XE7+6RmVlPcXEHHh5aVq0apnrGjEYbt912HIvFwYMP9mfWLDHL9tZbF9i9u5a2Nhtvvz20V1ne/zL+UUy2Xi+ppCL79okXd8oUjcsLf/mynaNHbULrPN21IMBHH1koL3cwa5YCUgDa2yVWrnTQ0uLgo4/E7SsvV2zxHnxQ/K2uhvffFyxp94IvzvjhBwv795uZPt36t36dn3xiY98+G9OnO5g40Z2mJonXX7fS2gpZWQY0GteGpKMD3nkHmpqEpAWEy8h330JoqFJoBkQSZH0lvPeeImX56CMhJXnsMVEUJydHIjtbw9SpOmbNEg3TpUt2jh2zMHWqnhtvFC/u1q0werSOmTNxYVh+/FGP3a5jTpd7y3PPdbr4axcVKY2sJEls3OigoUHL1KniGv/4w4rZrCEgQK+SGDjj558tgIbEROFL3NDg6KouqWHmTAG6y8ttnDplw9tbw/jx4gU+ftxOQ4OexEQfDh1q70U+0sS778bITPjly3bq66H7M+GMc+ecCUCujcPlywKg9umjftbKygSI69fPlXFS9nHVKjot7WJixDNYWSk+R0cr51VXJ64lNFT8bo2N4nNQkKbHZ6XDyckRQMwJJCsrBTgePLiFqqoq+vfvz6VL4sfr39+AJNFrafMTJ8R0tHN2oadUqqZGHLd7OV9FqqLvtp24B2FhyrKWFjvt7Q68vbUuMpLiYvF93cuwFxYKkJiQIN6zjg4bVVVmDAatnHRYXS1+O6cXudP7urtOtKHB0sVCim3a2220ttpUSY5ms4OzZ9tU7Y1WqyE3t4F+/cT36/XOingCyLq5aTl9Wlj1NTZa5M4lJMQdDw8dZrMDm00iK6tG1i46o7nZQl5evUviYGFhK8HBHVitTUAIHR1W6utNREV5UlVl5Pbbs1Xb5+bWMnJkEEVFrUREeOLrq/xgVVVtBAfr5Kl5J7iLjw+Qr/PIkUrGjw9m/nzBzBmNNqZNi8HLy42hQ4M5c6aBBx7YB8A99ySSnKxMnzc1mZg1ayeHDtURFeXF+++PIzFRXI8kSbzzzjmeeUZMxw8bFsQnn4xj+/bLSJINrdbG1KlRvPTScN577xS//VZGSkoYyclhvPHGOL766iyPPZbLuHFhTJ8ew9dfT8bLy40tW0q5+eZdWK0Obrstjg8+SJWv5cyZBnbtqiA01JMvv5zOnj2X+fHHIkJDPVi2bCy1tR3MmvULFy+K+xAa6qUaqB47VkNFRRtRUT6MG+fq4nDkiAC+Y8eqS13X1hoJC7Pi52fAw0Pfq/85KAVsnKDWGWFhnmg04jjOAV17e+9uORUV4p3o00eA17q6TqxWB8HB7i4MsDMBtq7OhK+vAX9/odNtaDATEuJBVJQ3JSWtXXp8g/zO9NSSgxggtLRYaWsT739AgDtNTZqbq1kAANS0SURBVBZ0Oo2qWqYz9HoNZ8+2MnCgul12vnM9HWkaGkR7GhzcO4N//rzIAYqP733qeN++3p1DAH777QoA11+veDFXVVWxf381kiRcRbpXdt21SxANM2ZEqq7rm2+KALjnnjjV8f/4o5LLl40MGuSrqoZ68mQTv/5agbu7lqVL42Rg295u5Y47DmM225k40Yf0dEXOlZ3dwGOPncFmk9iwYSwjRqivV5IknnrqLJs31xIU5MW//92HRx8Vz2pLy0L++MMNqxWWLPHjxRf92Lq1nAcfPAiIwfZvvykM9oULikTk72z6nn32iJzk+NBDSTz+eCEdHXa+/HI8/ft7snDhO0ya9AFr17Yyf34/7r9fXfAJ6ALPpygsbOettwa7OI4888w53Nw0pKQE8t57wq4vM7OObdvE7/DDD2N71fD/r+MfBbINhjamT/fGCYDOnTOTnq5jxgzXy/zrLyvJyW70768w387IzLRTXu4gKkrDvHnqfdescdDSAqmpGsaOFft9+qlwali4EKK73r/PPxfOIzfcIBINu4ckSXzxhWiAHnig90SrtjYHK1eKhuiFF8Q5fPCBANjTp2tJS+t9pP799wJgT5ggXEUA3nxT/H3oIUWWcuaMqPDo6Qm3dVWubGgQGnGzWdF6f/GFcF+ZMEErs8br1lloaZEID9fg5yeW/fqrhhMnNHKJd2eUlTltDTWkpYllb73lybPPNlFQoMcp4SktVRjN48dFQmZEBKSkiPUHD9rRamHOnN7vV0GBDQ8PWLBArN+500JMjJaEBD3BwaID3LPHgpeXhhkz3GXbupMnxT2eMMFAcbEerRZV+W+j0UFtrVUG2VeuqMFt95AkHWPHeruA7M5OOwkJHgwbplGBRYD6egcjRviTlOSq/2tosBMX50lCgmvD0NHhoF8/nSzfaW110LevjogIpbNvbpYYNEgnJ6E2N9uIj4e+fTVd12YmIcFBZKQyvejUeldWig68osLEgAEOBg/uDnwdJCZ6ER/vjlarIT9/DN9+28wrr9QxYoQbt97qxahR4kH7+ONmAPLy1IlqkqRlwgQflaY6MFBHaqqXioXSajWkpXnTt68CdisqzGRk+BAa6tYrWzZihLecKGo2i4TGfv085cFsSUkHsbGihLFzQGixOAgPN8jJR3V15i7dv8I0ajRC1+0sONPcbMFg0Mr6UvF9rtPfTsBjMjl16E4gr9yT0FAPGhst1NebZZAdFGTAZLJTVtbOpEliurkncFEq+CnnYLM5aGuzEhysALTaWhOSJAbAN920n44O9cxCZma17ILirCrojJoaE21tVlkuUlnZTnp6BEOHKp36rl2XOH26gZUrRRb4oEEBbN8+B4vFjsMh8eqrB+nTx4dx48K5774h8n61tUauvno7fn4e9Ovnw19/zSI21k++jqVL88nPb8DNTcuKFSN44olEVq48x7Jlwpnk5pv788QTSdx9dxbnzjUTEGDgmWdGcO21fXnxxTzeeEPYdV17bV9eeGE0Wq2W334r44MPTmK1Onj88eG8//4k+Tmy2Rzcddce8vNrWbp0GKmp0YwcuR6A558fR0uLmalT11Nc3NztN1ffy99+K2XSpL5Mn96nV9bs2LFaUlOjmDGjn2p5SUkLAwb4MWhQACBkF8nJYS6SDy8vPcOGBcvg1xlubjqmTu2DzSZhsdhISYnE27t333eLxU5SUqDs9lJZaSQ5OcSloA4I3fOoUcGybGX06GCamsxcudJBSIgHQ4cG4uWlo6rKSEJCANHRXiQm+vda2MnHR6+qTOruriMw0IBWq6Gx0ezy/YouXX2siRNDqK7uRKNRz+x0dtoZMsRfNbvUPZqbzaSmBjN8uKvzSElJG1FRQovttKp0RkuLeDfT00OZPVstUTh2rJFJk0LkkvLOyM6uIjU1mOuuU0D5iRMNWK0OJk+OUFXaBNiypYyUlBBuvFH93Hz7bTFDh/ozZUq4DGwBPvroPPX1ZoYP92f5ckWudPlyB4sXF2CzSfzrXwO5+Wb1QE+SJJ544gwffliKm5uGn35KZN68SCRJ4plnarl48QY0Ghv3319Fc/N5EhMrVP78W7aoGew5c3YzaJA/SUkBf8tg799fTf/+Pnz00Xh+/rmOjg47c+dGMHduBO+++xkREUPYuNENkFi6dJBLjQ2Ad98tobCwnfh4bx57TC2z2b27jk8+uYReryEvT8xeVVZ2smBBHjU1Zt5+ewgzZ0a4HPP/Iv5RIFuSYOxYZ2KGxM8/m2ltlVi71vWF2rjRSl4e3H+/a6Py4YcWtFp46imDDCxBWHV9/72DjAx47DGxvKMDMjNFuXQnY22xCN/poUN7Z7EPHLCj1+uYMUPL9df3/hN8/bWZAQPsTJvmRkaGlrY2iY0b7aSmavj3v3vfx+GQWL/eTlqalkce0QAaTp+WaGx0MGKEc5mI774X8papU5CtC8eOFQA7MRGSkqCuTqKkRDim3Huvs0S1xK5dTqmIAAslJUIu4ucnqkh2j/37YcgQcUwnm3n11QaOHWshIMCOwRCFwaAlJUW5po0bNVRV6Xn2WQEKzGaJtWvd8PPTMWeOa6dRUmLn55+thIUhD6jWrrVSVqbl5ZeVjujnn3XYbIHcdJPYxmqV2LPHjagoPZMmuTNvXgSJiSHccUcHU6ZIPPWUHl9fLXFxyjNSVqZDr/d1cftwOCQ2b3ZgNLozeLB6XWWljdxcE/36ubl0ukVFFk6csLhM5Tn3Kyqyyh1N97h40cbly3ZCQ/UYjQ6qqhwYDBAYqDROpaV2iovthIRou87dzoULVpmlvnDBzPnzVnkQsmZNs7yvs2JYWZmF0lIzer3SmZ09a6Ww0CoDZI1GQ02NRHm5hvnzfbjlltCu38UiHyckRH0Nx4+bOXvWohp05OYaaWqyq5bl5XVw+rRJLlMOAmRnZjYzY0aA6ph2u8TWrfWYzZJcjfP8+Q4OH24hLs5Lvo+FhR2UlBi57jqFrSooaKWmxkJ0tPity8s7kSTkpBpJkjh2rIn2dhvR0U4d/P/D3n9GR3Vk7x7wr4NyzgkQOYskQIASGWMw4ISxjcM4x7E9zmnG9jjnjMfZBmzABJNzUCAJkQRCIFDOObc61/uh1Kd16PZ71/1w7/2/s969FqtRnVznVNVTu579bEsPOHd+H1ItwUulwevlpWXChEAiIuQzhIV5kZgYqnqvkyeHER7uqeJcO7zJnZ1WwsO9SEmJVHnKwDEJiVTuCSQ/etSoYCIjO5XvranJRFiYF1FR3nh66iksVCdOOnq0gVmzohk6NEi1hG0y2dDrpSKFI3PhlSttZGZWMmmSfM8Gg4ULF5rR6TSMHavmqnp66li16gJr1xYSG+vHF1+kKYC2srKT2bO3culSK4MHB5KZuYh+/QJ6zmll2bJstm6twttbx/r1KcyeHcPSpdls2VLJmDEh3H33YPr182PWrD2MGxdMYmI4f/wxi759/bjnnkzOnWvs0eZO4447pELB3r2VLF0qtXv//e/JvPzyBNVE7csv8zhxop4+ffx5662prFlzBU9PPdOnx/Hwwwm8//5xFcB21LfRaMXbW48QglWrCikpaeftt1NxZ1u3FlNY2MJ776WpyvPzmykpaWfwYDle5eY20NxsIjpaDRi1Wg3nzjW5rBgCFBS0U13dhdksOHy40W3fAXDmTCsXLnQo566o6CInp5H58/u47BsU5Mnp000Kv9/Ly5MzZxqoqDAwdmwY/v5enDvXQUlJV49Mro6LF9tcJCnBof1uobi4BYvFjoeHlsGDAzhxooni4k4XkB0a6snAgd7U1BiwWu0K0D9/vo0rVzpobZVxVQ7r6LCQn9+mZE692rKy6snOruPll10Tk+zeXcPRow3cfHM/F5C3dWs1ubktTJ8eqaIx2Gx2MjIayMvT8/33ziC9+vpudu6sxMNDy/TpM5XyH3+8wpkzzTz66HAVGC0p6eDnny/j6anlzz/TlfLy8k4+//xCzz04y8+ebeHVV/MIC/Pkp58mK5N6i8XOLbccRQgTS5fG8N57auUNIQT//OcFtm2rw9NTy/r1iVx3XTR2u+D11yv54INOtFobY8bs5dtvXaXuXn99PAMGyDbqoIg0NJgYNUrD6tVpfxnk6OurY+3a6ej13qxZU0tiYiBDhpxk/PgniYmJ5cSJfwKC4cP9mT7dlYpZWmrgxx/LmTQpmHffVadGb2018/77krL42mtDGT8+CLPZxm23naCuzsSMGRE89dQQl3P+37L/Kk52aqpO8VCePWujvV0wYICWvn3VHU13t+DAAYeknNozWllpZ8sWK93dsGyZGvisXy/IzZWBhYsWOYCJ1JPWaqX3GOCPP2DPHun5Sk/HxX76yU5eHowb56EC8Q6zWgWffWbi5Ekzy5dLqssPP9i4eBFA85de7G3bBJmZgvJyG9dfL8s+/NDG0aN2UlPt9ARCU1EBn3wMly46Zfu+/RZF83PsWPn73Xcajh7Vc8stegYMkPd54oSdzExBWponc+d69NSLBOq9+egO+2Mj5F+CBQvV5YcP2ygttfPww75s3RrACy9IkCCEPB9omDdPXjMjQ9DRAf36aYmPd/1kN26UwGT2bE+8vbW0tdnZv19ySx3vt7VVsH+/HatVw5w58r5PnbLR2SkTncTEyDo9e1bQ3u7J4MF+JCf7u2hXFxfLc/SmZYCkohgMgqgorQud5cIFSUW4esUEZBAhQGysK8h2yNtdzS8UQijKIRERWmprbXh6QlSUWsGjttbec26HZryt5295vnPnHAlddNTXW3n6aadM1B9/SLrH6tVSZ9xkct6fgy4ycKCz7MoVea7Bg50Bk/ffX68ElRYWWpTEMvJerD33Ijtls9lOS4tcreitbFJR4UqzKS83uZSBTEFvMgn69vVSuOr5+fI5Ro1yAsdLl2TZiBEBSn2WlqoTVDQ0mAgO9qBfP+ffnZ1WgoM9FM+iu6yKbW1W6upMSuIfkN7RU6eaFUUELy8tJ082U1zsTCbS2Gji8OFGWlqcINvPT0+/fjIds1arJTu7XtEUdlhdXTdZWfUqykpHh5X8/FYlKBKkZGFTk4mgIE+ys+dTVHQjyckRREd7MWJEEPPnx1FTY6SwsAs/P69e5zfQ0tJFdLRe+bbq6mRdRUXJurl8uYV+/fy55pr++Piov2OLxcbLLx8G4K23UhTJuurqTp56KotLl1pJSAglO/t6BWA3N5u4665sDhyoIzTUk/37ZzFtWgQzZuxj48YK/Pz0fPDBJEwmGzfddAiDwcqgQYFkZi4kLs6X2247yC+/XObixQ7+/PNaBWCfOtXIkiX7MJvtPPbYSBeAXVjYxiuvnCE9vS/ffjsDPz8P3ngjl1Onmli+XA7sjz46nqVLh3O11dfLOsnNraekpJ2YGD9SUlypImVlbRQWthAQ4MnkyWrPWl6eDB4eMCAQg8FCc7OkNF3tsXa3euMwh8KHI8Dwr/injm8xOlqeu7bWodbh6gG+OimOw4vp0MN28KUdyZSu3n71/UVFycDEsjK5v0NPOy+v2WV/b289Foud7m6r6tu/OnjYYY6q+ascB47JpTu6yM6dUubummtiXbatX18BwE03qSch58610t5uZujQAIYPd/K4t26tQAiYNStGofeYTFZWr5aqIldTRb79thAh4Oab+6uClb/4ogCbTbB0aX/693f2V088kYvdLrj11v4q1Z9XXjnHkSNNmM02vvxytEvQ7HvvFfLmm5dob+9mwwYJsK1WO3ffnccbb5xn1iwdN964n4EDi1wmcV5eWu65R973xYtt/POfpxSKyG+/SRqWw2TimhOcONHYA7BnkJISzXfflWO1woULOygrK+T991ditX6kHHf//a4ZXQGefPI8RUUGBg/2Y+ZMNQh/9tnz7NtXw/LlsTz//GClrLnZzJgxgfz++yS3Cj//t+y/ypM9d66zIrOyLEycqGP2bNdHzMiwMmmSByEhqJbXAdavtxIXp2HqVPXSuxCCr76SHdezz+rQ6TRYrU7e89NPO8/xxRfy9/HHXdU/OjvtbNggwc7f/uYeLG/daqaszM7QoVoWLvTAYrHzww9ywHzmmb9+ZZ9/Lu/viSe06PUaysvtrF4t0GrhH/9w3sjHH0st7GXLZDKbp5+WZQ77+9+lJ9OhfnLXXc7G9tNPkuc8caIevV6Wr1sHjY0y+U5vMxrhgKRhcs08Z3lrq6CgwI5OB7NmqZ/n3DnJBe/TB4VecvSooG9f58TmaisoEAwdqmXJEtnIMzLsJCbqCQjQEBkpj9m/XzB0qIaoKA3h4Y4JgyAiQsOMGc73UFgoe+fERPeDU2en1B4fMEB9L5cvC9LS/BgwwPWdvv22HDwvXjS7bOvq0jN4sD+xsa40mK4uycu9Og270ShVc0JDNfj6amlosGA2W+nbV61yUVlpJCbGSSkpLzcRGysnK5WVZmUgCgzU8OijdQpwBzh2rJsLF4wcPy4H3/Pn5TlaWmy0t9sZPtxD5Z0uK7MQG6tTQPZ337Vz8KBTLcNkEmzY0MnddwfS1WUnOFjH0KGeCqBuaLAxfLgvffvqFWDQ2mqlTx8Pxo/3uUpS0EJycgBjx6pjGS5c6CI1NUhFr6muNjJlSjCTJjkHwLY2C6NGBTBihAQHtbUmRoyQQYcOFY9Tp1ppbbUoAYyXL3cwZkyQymvd2momLs6HPn2c13OAZMd5HO8CnLEKDm+0weBcAndQTnrTQXx99ZSXd2E02hTKiYMe4jAH7aO3h9vBw+2diMa5n6TYDBwYQH29idpaExkZ1zJ0aBAffSSVMnrzWR1Bjw5ADSCEnfT0GPr3l3Vz5UorpaUdJCS4yoP9/HM+QUGeXHttf+64Q3rVmpuNzJ27mfz8Zm66aQj/+c90RUquqqqLefP2kp/fyty5cXz22WT8/fWkpe0kIMCb/v392Lp1Ol99VciZM9Kb+847iTzzzCgsFjuPPHKUAweqCQz0YMeOeSQnSyBbWtrBNdfsYvz4MAYPDuTTT6eqwKrdLrj33ky6uqz07x/C/Pn9Wbv2MoWFbQwcGMiddw4FIDTUB29vPyZP7k+/fj40N8v346if9euLGTw4lNtvd7/kvWNHOYMHh7FgQbzLwJ+f30z//gEMGxZCcXE7UVGeTJjgqp9uNtuIi/NT+NS9bdiwEGJi/LFY7KSkRLvwuR3Wt69fD+CV9W4y2UhOjlKoOr0tLMyLadMiFSnFYcMCSUoKV77VoUODmDw5HINB/h0f78fEiWFuMxoCjB0bgre3jsLCdgYPDmT8+FBychopKnKfJGTYsEBaWkzk57cqgDw5ORyNRrhIFPr760lKClNNfB1mMFgYOtSfwYP9lfgIh1mtdqqqDCQnRzB3rnry09Vl5dSpJlJSQrn++jjVtszMemJjfVi8eJDqe1q/vpRhw4K4/XYnV3TLlkq8vLQsWzaA8eOdwfhms41t2ypIS4vioYecmtDd3Vays+uZMiWCJ55wet537apBp9PQr58vr73mzMWQkVHP4cONPdkYpxIRoV4VWLOmghdfzEejgS++GMfChRJg3377Wdatq8XPT8fLL4cRFJTEzJk/4u39KF1dzvTvc+bE4e/voZLpu/POQbz77sS/9GBHRXmzbt0MkpOjKCpq5/TpZsDOO+/MRaudyb33XqC72znu3H9/f5f3tn9/A9u31+Pvr+PDD9UrEHv31vH996V4emp56aUh6PVaVq0q5/PPi/Dw0JCRkabqs/9f2H+VJ3v2bOfAtn+/ldxcm4pL6rAtW6xkZgrGjlWDF6tV8OGHNioqdDz8sNolu3u3jVOnDCxcaOfOO2Vj2rhRAqHrr3fK9p04ISXxZs2S0nxX24YNdjw84K67dAwf7r76P/zQyuDBep5/3getVsO2bTZKS80sWaLhuuvcH3PsGJw4oeOaa7Tce6/c54MPpBLJ449rFE90fb2dzMwuJk608/TTsHixGmCDfKb162X2x8REmNOTCt5gkOBYr4e77pJ1V1QkqK4W+Pu7apFnZ8PECTB3jlQ2cdjBgxqCg32YOdOLgAB1T7xxo6zDa6+VNBUhBD//bKeiAhYscO21GxsFP/+sobTUi2uukff05592jh71YNYs5ztct07LhQveLF7s7Hy3bPGgocGfWbNkIxQC9u/3JDDQm0mT3GtkZ2V50dXlz5Ah6u3nzwsyM73w9VV7nUwmuxIQ2TsLocMuXbJw5YpNpTntsKYmO42NdpVuNEBHhwRtjk69oUGCtd6SgrW1dkwm6dHy89NiMNiprLTR0GCjb189TzzhlNxbt66T1avV9AGAF15wKhM47qGkxIzVKlUCeg8qxcVWqqtt9OvngRCCl19udDnfypXyGlVVFsrKLDQ12ZRz1NRYuXjRQmOjs8MtKTGTn2+kocGqutbZswYOH+5wmXzk5HSQldWmUhbJymrh2LFWlbLIoUNN5Od3KDq4ly93cepUm2ppPT9f3qvD233+fBt5eW1ERzs77EuXOqiq6lZp9TY2mtDpID7eeT2Dwc7AgYH07SsHdp1Ow8CB/qrEN3FxvkyYEKLywPX2Svr66khMDHMZOL28dKSnR6mWsLu6rEyapFYcMZlsDBzor5Lhc6ibOJQWurqsjB8fqoBnkPzOgQMDGTLESbnLza0lI6Nc8bhdvtwK4CJHJx0TZzl3rolbbx2OTqfFYLBwyy27yM9vZuTIUL75Jl0B2EVFbSxZcoD8/FZGjgzmxx+n4e2tJS1tJwUFbdhsVjIz5/DOO/l8881lTp9uZcOGGTz77GisVsGyZRn88MMV4uMD2b//WgVgd3ZaWLRoDw0NRvz89Hz3XYoLcF29uojLl9uJivLh44+TsNns/POfJxg5MoR//3uSkmCpvt7AmjVXOHGiiQ8+SGf//mUcPnw7Xl5ynNm8uZQrV9pJT3elXQBs3y63Xz0hsVrtHD9e16NJHsSVK63KisHV1tVloaqqy21g4fnzbRw71ohGoyE7u5GTJ90n3ti3r5qTJ5uUui8u7uLw4SaV1rfDwsK8OXKknoMHJeAKCfHi+PFGJUlRfLwfOTmNZGXJlbB+/fzIzW3iwAH3yiYDBwZQWNjOqVNylWzKlEiKijrYtq3S7f7p6dF0dlo5ftyp9OTtreXw4VrOn1c/n4eHluPHm5Qskb2tttbIoUPVlJa2uUyA8vJaOX26hdrabvr0UQPwPXtqqKjowmq1qzjRdrsgK6ue6upupk93BiS3tprYv7+Wy5fbmTPH6RX/9dcrVFd3M3Wq+t1v21bJ+fOtNDWZVEmgNmwo49ixBiwWO0lJ8hghBP/+9zkOHKjjsceGKasMRqON++8/weHDjbz55mhSUtTXOHKkkXvvzSEpKYQvvxzLLbf0QQjBQw+dprbWQEiInr17JzFjRhg63QgiIp7DYPBkxIj+ijNt8eJ+XLzYyi23HFQ82O4A9htvnFEoIt9/n0JychRWq5wAl5RUMWjQKTSaGfz97+dVABtwkaq1Wu08/vgZ+vTR8/bbw4mNVfdzH398mbg4b157bQQjRgSSl9fKp59K6sgXX4xl6tQw/l/bfxXITkiQL8hqtZOVJT036emuSU62bZPbFi5Udyi7dtmpqoLBg7Wkp6ur5p13TBgMkJYG3t4ahIB33oHqapmwxZGO+fPPpQzehAlSBu9q++knGw0NkJLivupPn7Zx5IiN+npYulQOwl99ZaazE9LTNX+5/PfOO9DermH8eB2BgRpqawXff2/j3Dm7AroBPvjAyKlTJmJju/DwkEltrrb2dnm+rCypluLAN2vXWsjIsDFjho4xY+QDr15tp7bWyn332Vwyam7dClmZMHG8ujwzE5qbtQpVoLdt3Ch/HXSXS5ckjSUsDCZNcn32PXtsCAHp6VoCArQ9nHEJHubNk+c3mWSQJ8CiRRqlLDsbQENamiyrqJCqMDqdhkGDXK9VUyPrJjRUQ0SEentBgewsRoxQdxJvvVWvJFTp6LCRn+9c3uzulioZnp4aJWFMb7NYJOK6GmR3dtoJD9cqXOu2NjvR0eqVl/Xr5QDd1CTPUVRkISREy4ABerKyutm40ekB2rHDwA03BPRwsx0oT7B3r3MAy8mxYbEIKios+PtrGDDA2XasVjvt7fIZ+/WTtIJ77gmif3/1+3WomZSXS3DQOwOjQ8Wkd0r14mK5PH11Zk1nWnv1B+dI5z5pknMp+NixVsBJFxFCKHSR4cMlmHT87fBa19Ya6dvXh8GD/RQv9dmz8jzjxvXWj5bH9U5aUVlpwGZDlSChudlMcbFBSSRht0NxcSd1dc7Ax7Y2C6dOtagCEvV6DWPGhPSkq9Zw8mQT5eVqz11RUQcZGXUKIAfpTT9xolGlLNHaaqa4uFPlXRw2LIgZM6IVfuO5cy2cPt2s8mTn5TVRXNyuknUrL5cTEEdWxIKCBsLCPBg7Vj2g5eTUcv58IxERPtx8s/QEP/ZYBlVVnYwdG86ePYsJC/PpeY52pk/fQUtLN7NmxZCVNR+7HZ555iQlJZ1MnhzOrl1z+PjjAv78swJ/fz07d85g8eJ+2Gx2/v7342zaVE5wsCfffZfCxIlOUPLaa6eorjYwdGgQa9fOVGUkBWhsNPLEEzl0dtr5+utkQkO9+eOPIgoL2+jutrJ0qVP/dd26IsxmOwsWxNO/v9rre/lyK5WVnYSEeJGa6koV6ew0c/RoLRoNLFyoDtzKz5cBcTExvgQFeVFU1AbAkCHBLudpbZXfTW8FGIeZTPIjc7xnd1rQFosdk8mOVqtRVjscsQDBwa7nDAqSgYltbWYsFrsi5ej4Fh0yjpcutSGEYODAAHQ6DWVlnS4rL4ACGI8dk6B58uRwfH31nDvX4pJgB2SgJcDBg07QPmaMbIeOZEoOc0z8rs4ICk76ytUJbAAOH5b3kpLiqiqyb5+cXCxapPZinz3bTFeXlYgIbyZNcn77Bw5IT3NqqtP739RkJCenEb1ew7Jl6nf/+++SQnLffUNUzoSffpIqJA88MFQpy8qq5+jRRkJDPXn4YSfl5P33L3L5cicjRgTyj3+oMyTW1HRz442HMRisJCUFKvKAH398hR9+KOPEiUa2bh3P1KkhlJYamD//OFeuBOLre4F//1vLhg0zee65BIYPD2Lx4v0EBnoyb17cXwY5fv75BZKTI3soInLy8dlnF8jJaSQy0ovGxu0MHOiFn5/j25Rjjre31oWi8v77hRQUdKDVanjgAXWg6L/+VcCuXfX06ePLM88MobPTys0353D2bCvPPTeEBx5Q17PD8vJOuS3/P2X/VSDbAUBPnbKj1QoWLfIgPl7dyZw9ayE83Mq112pJTFQ//o4dFhITNdx/v5rbeuyYmaIiO8HB8NBDshPat8/GlSuC6GhntsbqasHGjZKe4U77urjYRkGBHR8fWLrUPVVk/XoLXl7wt7954u+v4eJFO5cv2/H1hbvvdq+skZ8veeHe3vDkk7Ls22+tGI2wZImWhAT5nLW1dr75RgKUf/7Th7Fj4ZdfBN7eagLb4cOSthETA3fc4SxfsUJ2xLfdJsGREDIQFODaa11B6c6ebJvz56vLz56F6uoYpk1TD0RFRRAaKjnhM3tiRbKy7EydqmHJEte06wAnTwpSUrQsXizrs7AQhgzRk5qqJSFB0/M8gnHjpLb4gJ52l5MjGD1aMGWKIKrHCXH6NMTHyyBWd0udhYUwZoyGyZNdJSE7OjxIT/dSJnoA585188476nS4v/7qHBRqawUajT8jRgS55Vk6siX6+qq3GQyCxka7Uh+1tTZqa20qObs//lAPVpcumWlpkQEqDz6ovqft27v45ptoZs3yQ6OB776L5JprPDEand9FS4ugoCCAoiILnZ1CSVYDUm2ksdFO//56fHzkt/b+++G8914koOOmmwI4c6YfBw7IQaq83E5QkK+K7lFeDrGxASQkOMHclSs2+vf3V4Fmm01gMmmYNi1IFZBqtwvMZkhPd1JDamuN1NXJb3boUDnjrarqZvz4IFJTQxWVkLo6SSkZP16ChVOnWjl9uo3YWB/lvXR12Zg4MYRx44KVa3p6ahkyxF+VvrmtzUpgoIciDQhQX6+WFXN4kHsDY3ffmxASRJw716r0bQ7qicPcgSNHmU4XQkyMQ5ZLAm5H8KIQgkOHajl4sFY59uJFCeyGD3d6rXNy5LcyaZIEHwaDhaAgX+bO7U9cnHx/eXkNNDV1M3SokxsK8NVXZwgN9ebppxPx8tKzcuVFfvqpgJKSdn79dTZxcbLeioramD59O5WVXcTE+LBp0wwA5s07wIYNldx660D27JnDv/6Vx6efXmLkyCAOHJjNjBnRCCF4/PHjrFtXwvjxoezZM1cBZQArV17ho4/O4e/vwZ9/zlaS7vS2F188SUuLmWnTorj++niEEGzaVIpGAy++OEGhdQgh+PrrfAYPDuLhh0e5nGfHjvKe7HtD3HJA9++vpLPTzNKlQ1T0G4Djx+vQaiExcTAxMTFcuNBCQIAHY8e6BoE1NZnw8PAgPt41oD8mxpfRo0PQaGQWz/HjQ1326eiwkJ4excyZ0cr3HRioJy0t0m3mRa1Ww/z5fUhNjaax0ciAAVKz3UFxioz0ZvbsGBISQqip6cbTU8fChX1ITo7k0qU2l/NNmRLByJFBmEw2bDY7Xl46rruuD9OmRXDokKv3OzU1iqAgD6xWu8ILHz8+lPT0KGprDSrt+IgIL1JTI9wC6a4uC9OmRZKQEOKyrbCwheHDfZk2TT1RFEKwdWspgwf7MH++erzaurWC8nItM2aowfGGDeWA5FE7bPPmMpqaurjttv6qDKb19d1s21ZBUlK4ilpSVtbJhQttzJgRza23Osu/+aaQlJQInn56hJLToaZGnmPEiEBWrEhUyRpKZZ98WlrMpKdH8OGH0uOVkdHABx8UAvDrrxNJTg6nrc3Cgw+epabGxJgxEBm5ienTJ5OWJpVQbrzxAPX1MhvmTz+lXAWw7b0yOapTpZ882ci6dSUMGODPN98kM2hQFHp9LmfPpqocc/7+aqfM+fNtvPyyDPp8++1Rqgnj2bOtfPLJZbRa+PLLsXh4aHn00TMUFnYyfHgg//rXCJcx9ezZk9x88yJmzZrD/037rwLZDtu710JzM8TEuD7e5s1mTp82ExdnV3mFa2rsfPutVHq44w71cW++2UJNTRMvvaQlIEDqef7rX11otW289ppV+VC+/tqOv7+Vxx+3K0lgetuPP3bT2NjOI4/YFem73tbWJvj0UzPe3vDww7IBrVghKC/34vHHfQgOdu/FfustKb/3/PMyGUx1teCdd6wMGYJKieTdd7uIjLTzyCOeJCbKcj8/wcCBNsaPl8ltIiJkMpr0dHk+RyDj8eNWvL01DB6s4ZZb5L0dOWIjOBj69YOZM9X3duWKICLcxozpQgkIBZmF8NAhiInxYto0dYe+ZYtUahkxwqlEsnGj4OhRwfTpru/SbhesWgXZ2VqFV52VpeHQIQ+io72U97ttm52sLBvJyc6lqb177Zw4YWXyZGdZdraUHExKclvNnD2rIe+cnn79rl4dgZ079WRkeDF8uLMjePHFWlXCHYBVq1qw2eSgUFtrw27X/GViBAfIdSSGubrcYQ4utUNZpKzMyvHjElTp9ZKucOGCBF52u4bLl9XLzBaLpIwUFpoRQkNUlAe7drnSRzZs6KS01FW72xGceHWAZmmpFdDSp48nY8d6KQGhJSU22tqEKkC0rMxGdTWKVCJIDntpqU2lLFJcbKKgwEh5uUWVeCE/30BmZiclJVbi4uR39eSTBcp2R4dbUNBFVlazipaRkdHMsWOtShIhxxL7xInBgPTU//FHLbm5nYonu6HBxL59zVRXWxXPnjy2nfZ2VMC7oqKLkBAPxePd3GzBz89LidJ32ODB/qrkGo4Mkx4eWmw2O4MG+buAh4AAD1JT1XQRg8FKSkokQ4eG4eXlTL08fnwocXG+yj5msx0fHx0+PvoeqUNPkpMjlSQwNpvU5x4xIljxDJ88Wc+5c83U15vw9vbAZLLS1iblDhMSnICwubmbdesKaWjoZunSYZSWtvPTT3LA/OKLdMaMkeerqzNw222H8PbWkZISxY4d8/Dw0HLDDZkUFLQzalQwX32VxI8/FvP111J94aOPJiiew7ffzmPFikt0dVn57LPJTJrkvIeSknYee+wIAK+9NoERI1zB1ZkzTRQVdRAR4c0XXyT1JMuqZN26MiZMiOauu5xewby8JgoKWmhpMTFnjisdZO/eSsxmu1JXV9vWrSWYzXYSElyXsI8dq8VstjNkSAReXl6cP99ER4dFURrpbTU13VgsTr12h9ntgvPnWzh/vgWdTsfx441cueLajru7rWRk1JGf36qUXbjQTGZmNd7e7vuiioousrJqlUyR2dn1bN1aickkKV9ms53s7HpOn5YUEC8vHdnZ9Zw82eRyrv79/TEYbOzbV8OpUzLYMTk5iiNHGtiwocxl/4AADyZPDic3t4kdOySlZODAAAoK2jh5spkrV5xc7pgYH7KyGti1q1pJ/e6wtjYLR47Uu2RNBanWcfFiGwMHqnnuZWWdVFQYaGoyMmaMesKyf38NXV0wZYoTfNtsdnbvrsJotDNrlpMqsm1bOTabYMoU9bexYUMZRqOdsDBvVYDrH3+UUlvbTWSkt6I7XlVlYN26Co4da+See5zJat5//wInTjQxbJgv6elqT/zXX19hxYoiRo0KZM2aqXh4aGlqMrFsWQ52u+Dtt0dy001xCnUkJ6eRa66JYMKELSxZMhudTkdpmZ7Hn40CND1Bju482McpLe3sFeQoAXZHh4X77z9MYWE78+f3YcaMGK69djarV//Gzp2lhIW1s3BhCLfeGstzzzmfaevWGiZPPqj8vXRpnOp6Dz54mmnTQnnmmSFMnBjC2rWVlJR0ERHhydq1k1WxCEVFl7jhhgXMnj2XkSOHcerU/qtf//9R+68E2Tk5ctB3qEj0tq1b5Ux48WI1wPvlFws2G1x3nV5RmgDIyzOzfXs3Xl4a7r5bNoL9+60cPWrFw0Nw++1y364uwddf26mvh5tvdr0nq1Xw00/d2O2weLF77dJVqywYDDKpy7BhOrq6JB8ZNCxb5j6ApbAQ1q6VnrB77pFlb71lwWiEhAQt48fL+ysttbFihYGSEhsPPuil3NPLL9u4cEFw//12du6ENWukV/z8eWdKdoBPPjGTlWXjhhv0ikrGd99ZOHmym7vusrt4mbdvt3PkiJ2oKBv6XreekyNBaUSETDff27Zskb+OpDVGoyAjQ6Kh2bNdJxjnzsmMlXFxEpiDgwICKSnO/Xbtkp3tNdc4z7F/v+t5jx2Tv38Fss+dk78JCeryykrJww8LQ/GKA6Sm+hERcfXStI2uLnk/dXV2QkI0itrH1RYUpCUqSoe3t/rZDx2SAYUXLjjB8vDheiIiJF3m/vtbFOk8qxW2bjXS1GQjNlbHzJk+PPhgIH37atHrBb6+Gjw8ZEIarRYCArRMm+bL++/HkZTkh6enTkmPHBCgo7tbEBurJz7e+Q3X1Eied28KCUhOeVCQhn791M9XUyNVRHqrk1RWSu9ub4pJcbEcDIcNc4KJs2flEnVCghpsHj4swURysgSue/c2snat0yuWmdncU2dyQO5NHzl7Vh47dmxgz/0ZmTgxmKSkEOWY7m4bAwf6KTSQs2elh27MmCBlMmezCQoLJYWkt3rB5cudtLRYFO92fb2Jri6byuNUW9vNlSudqjTjRqONKVMimDIlgu5uG0VFnSq9WpBL7llZdSpFgpKSTrKz61VOhMJCGXTkGLCrq7sZOzaU+fPl4HXihOTUtraalX2OHavnwIE6LBadovxx/HgdAJMnyw89N7eOkpIukpP7ERDg7FM3bbpCQIAnc+fGM2BAEE8+mcnBg1U89NAo7r1XBi91dVlYuHAPOTkNxMT4sGPHPPz9PbjvviN0d5sZPDiAXbtmcvRoAx9+eI6hQwNYvTqZtDR57TVritm1qwqNBn77LZ3UVGfAmhCCJ588wfjxYdx0U3/uusu9hNdLL53i4MFali8fqNAePvwwD4BbbhmkekcHD1bj66vn5psHulBOzGYb9fXdaLUaZs92BeB2u1C469dd57qMXVXViU6nISkpCrtd0NFhRqvVMGqUqye6pcWEv7+HspLgMIPBGQTryKDoji7i0K/uDZTcBdD2NgcXuarKgJeXjgED/LHbhQLiJ06UkxsHqHZMdnJzXUG2RqPhmmvkd7drl0zwsmiRVJXYubMKo9GVYrJwodzuAOEajUYBchkZznbu5aUjOtobm01QU6NWHuk9ab3aSkpkv9A7M6Pjefz89KSkRKnaU3e3lc5OCx4eWtLTnd9dfn4rkZHeDBjgz9Chsj8xm23U1RnR6TQsWKDW0j5yRK4UXU0h2bNH1svSpc7y1atLsNkE11/fV1GFaWw08u23klbyr3+pB6aSkk5eeEF+yy+/PIroaB+EEDz88Blqa00MHx7Ac8/JSeQvv5SzZk0lFoudzz8fzX333cbatX9SVm5jyW1xnDjTh8mpt7oF2Pfdl83q1cWcPt3E+vUzlfdis9l5+WVJ90pICOGf/xwHwPLlN3H8+Elefnk/VVXt/O1vcfz2WyLPPjuYtjYLf/tbLosWHVX42jNnRqi80j/+WMrx4y0UFxt45ZXh1NYaeeSRM2RlNfHGGyMZOVJN49q6dSObNu3g0KE/ufbaWTz66PP837T/KnURkEk5tm9vZsAAD2bMCFZtKy+3UFrazqxZfsya5Ry4hRDs29dOWpon992nrpKff25n+HA9c+f6KIDpt98MhIdreOopb/z95ctfs8aR1ETDtGmugHDfPjPh4Vr8/TWkpLiCbCEEhw9biI3VKAlqNmywMWiQ5HaPG+fei/3DDxb699czc6aGfv2guFiQnw8eHvDGG87rfPVVNzYb3HabN2PGyPLVq21cuiQDHO+7T4sQ8Omncv9//MMJgsvL7axfb0Wvh8cfd6SdFqxbJwd8RxBkb9u2TYLYhQvVHdrZsxKMpqQ00tgI4T26gq2tYLJBSpqTXnL4MEyapCUsDKKjXZ8/MxOSk3VMm+bMFFZbK3nzDpBdWWknIkJDeLh8NyADB728bIwfryU9XZZZLNLrGx8Pkye7rWpMdkicCAlj1OXn82HMeJg0Qb3s//zzkUyfHs706WamTbPy2msawsN1SoBiRYWOlpYA4uLcN8PSUh0NDRqVSgTIiZ/DhBCUlVm5eNGKr6+WH380sHevmo+4apWBqioj1dU2Jk3y4u9/D2HatFYqKrrYt28Iqan+1Ndbue22ToKDdYSF6Xn22SjMZh3Hjzfw3HNhPP64Bm9vDXPmtPd4b3t7l21UVGhYskTtWcvPh7Y2b/r3V5efPu2BThfA0KFOUFZQoCcw0JchQ5xUpDNn5PL3iBHO/c6eNdKvny/p6WoP35kzXUydGsCcOcHU1Zm4446zqu2bN9cze3Y4NTVm0tPDmDQpGJD0kWHD/Bk7Vku/fnIQWreuiqYmM5MmSYBz7lwLaWmhqgQWhYUdTJsWSkqK0ytZXNzJ8OFykHYAVSGEQtVwAO/q6m48PbWq7GMODqmDwgKSW33sWCsjRgQqAOrqAa6mxpVn6lBciI620djYSHh4uCKX5vC6FxW1c/ZsszJpyMyU4NkBYAG2b5eyZQsWOGW1Dh2qZdy4SObNk/zIAwfkPuPGOT1oQgg+/vgULS1GHn10LDt3lrJ5cwn+/h68+upkNBoNdrvgpZdOkJvbyMCBAaxfP5uAAE8+/PA8q1cX4+enJzt7PhaLjeXLM2lpMfPGG8O46SYJUk6fbuKeew7T3W3jm2+muCT2WL++jC1bKggJ8aSgYJZbOlZ2dh07d1YREODBSy/JRn32bBNCaIiO9uGBB9RSfb//XoLJpGHhwv4u5zp9uokTJ1oYOzZCocH0try8RjIzqxk5MtTFk93SYmTPnmKCgz3p21dDbm4xBQUtDB0arHDWe9ulS010dna7JFzp7rYSEaEnPNwbu10wZkwg/fq5Hm8y2UhPj1QF0cbH+6PVav5SjWTixAja262KZN78+bGcOdPMpUutjBoVwrRpEeTmRlJWJsFqUlI406dHUVvb5fZ8117bh/PnW8jPb1Guf8MN/aivN7J3bzXXXacGozfcEM9XX12ktdVMR4eFgAAPrrtOnmPfvmruu8/JW543L4aiok6KiztUtC1vbz3jxoUrMpIOs9sF7e1moqK8XTICHjvWTFcXqgylIMH0qVPNJCV5Y7d3ALKPysqqo6CgjTvvdKqNnD/fypEjTYwYEUK/fr2pZWZ+/72EmBgfFizonUXSwP79NYwfH6rICQoh+O47mZTmgQecMQJffllIbKwPM2ZEM26cekL2xht5jB0bRFycDzfcICd+W7dW90h56vnll4nodBoqKgysX1/VQ70Yx5Ah/gwZMoNBQ+5gXIoE4eMSjHz9qVnpf4QQFBS0kZwsg7r0eg1r185g6lRZTzabnUcfPcbatSXMnx/HP/4xmE8//ZrS0oqe7yyZ9naBVtuoTKCEECQnHyI/X60yM2aMEzQ3N5v49tsSAD7+eAwBAR784x95NDebmTMnkgcfdJ3APvroM1y4cIm5c2/GZDLzxBMPs3XrHpf9/k/Zf50n+8ABCSZjY7WqdNEAmzZ10tRkJSTEpvIOHj9uYv/+LgoL2xXtZ4CSEguff97C5cvd/OMf8kVnZpr46acO9PpuHnvMwbEUvPFGF0ZjB6+84poaFuDrrw3k5Vl56CEft9tPnrTx++8mzGYrixfrEELw0UdWTp+28thj7gF2UZGdjz7qpry8g5dekrO+N97QkJHhyT33eDNqlHz+06etfPSRmYEDPXnjDTnIdnQInn++gxEjjHzwgczmeOCADBC85hp47DHndT7+2MrUqXoefNBTyR7422/dTJyo4frr9QwapK7ntjaZtGXGDK2ide2w3XsktWXcuE46O50R4PsPwdFc0HpBcLAs275dQ2amjqFD3Xt6d+7ScPiIVgnCrKuD3bvh5EkY0wOEDx2CzExBUBCKJvmhQ1YOHjTh5WVWaDt5eXJfT09ncp7eZrPBhn1wssTVk33qNOSdgwDXlV3OnwejUXpXUlP9GDHC2cFXVsp3drXmtsMctJDe36rFIti/3wmiMzKMitpIQICG3393DRzatcvIpUsOr7D8ZktK5DkGDJC0mitXHNxlJ8grK3NIcumxWrvo7OykokKCvd50kfJyq7JfbysttfVcQw0MCwpsWCwahVpjtwsuXbLR3o6i2lJRIf+2WjWq1OunT3dTXm5hwAD1QLlrVytHj3aQmOjPCy9cUrjYDtuypQ4hBPv3N5OR0aZQN3Jy2sjObkajkd6xwsJOmprMxMR4K5rZR440kZlZR9++zmtmZjZx5EizymOdm9vK2bNtKkm/sjIDFy50M2hQMDEx8vgLF7qwWLSqVOiVlSZiYvwUOgdISgpIzmtjo5ngYF/FowxSI3vIkBDmzu2j8oDbbBqmT48hMhKljQUEeDB1aoSiHHL5shzIhgyR/VphYRvp6VHMmuVc+r50qY1p0yJZuFACHoPBwv79lZw506zEUxQVSU3omTOdQPzo0RouXGgiPNyHuXPj+eab84wYEcJrr00mNlZe/8MPz/D552eZNSuGnTuvITLShwMHqlix4iIAv/6aysiRwfzrX6dpaTFz3XV9efll2agbG7u56aaDdHfbuOeeITzwgDrQq7i4jaVLDwHwzjuJKkWV3vbee+dITo7khRdGKysB3357mUOH6rnxxkEKf10+u5VTpxoRQuM2qDErS3pTHdz1q23PnnIApkyJdun/c3LksSNHhmM2d3P6tKREuPNiA5SXy3fX+1sA6altaOhWeMt5ec1UVLiqbJjNNjIyqhXPOsiJ5OHDdX+pJ+zlpefIkUYuXZKe64AAPdnZNQo9ZNy4UDIzq9mypQwhBImJ4WRny7+vTv8OMHNmNLm5TaxbV6pMFCdMCCM7u55160pd9u/Tx4+oKB8OHqxlwwa5PTk5isLCdnbvrlY899I0ZGc3cPGimiqj0Wg4c6aN2lq1E6Kz00J7u5WODiuenuo+TD6vRhWn4KgvgJEjvVXjmMOT7/DsA+TkNPQ8n5pff/BgDTabYPDgQEXlBaR3326XDgaH9nRubjNXrnTS2Ghixgw5EbZY7Hz77RWuXOnk1lvVk8zDh+v5+ecSzpxp5OOPxwFycvXUU6c5cKCGf/97OAMGSCzwzDPn2L69luXL+3HDDf34cSWkzRNknXpfOV985AOUl13k4sU23nknjylTtikAG+C55xJUHuzHH5cA28dHi4/PaW6+eQnbtu3hxInTFBTUcuFCX7y925g6tVRxTGk0GsU50dt6c7Xff/8yJ0+2cuedfVm6NI5du2pYtaqEGTPC+P77CW6xlYeHBytW/MAPP/yHS5cu8uqrb7ns83/S/utAdk6OkeBgDfPnu3as+/fLxnz99epltpUr5Wx7+XI/Ra4G4MMPW7DZ4PbbA5Tl8X//Wzbchx7yJzBQVt+qVWbKy+0MGKBj/nxXT0BFhY3t2814eMDtt7vv8L//Xjb8O+7w7JEnspOXJ4iMhOuvdw/C3n7bhM0Gd9zhwYABWvbvh19+kUonzz0nn0MIwTPPGBACFi70ZOBAeX/vvNNNXZ0gKMjOkiXSi/3YY5JekJoqszcC1NQI/vMfG9nZGh54QA46Npvg448NZGUZWL7cnRYsXL6swW7XKZrUIM995AigkVkge9uunonlNb1iEnb9ReAkyKyaGRny/44sk4dlzguSklAoKocOyc53+nTnfezbJ8HfnDnOenVQRXrzx3tbYRF0d0N8Xwi9itp55oz8HTfW9bjiYoFOB6NHuzb+7m7o31+jpDm/2gYP9mDECA9Vgp/vv++gutqpr/zee+2EhWmYONGDwEAtn38ezAsv+BMRocHXV8OAATrGjfNg9Ggvxo3zIjRUR3e3jf79PRk+3Iu4OAffz8K4cd6MHdv7+xSMGuVJ//5yH5PJzqBBnowc6UVkpLPuJG/XQ0X1EEIQGKilb18t/fo5v5HSUht9+2rp31/bi0NuIyJCQ1ycRslGmZ8vV35Gj1Z7wS9flu1kwoTenlsjZWUmgoJ0jBrly6hR/i7c0vJyI5WVRs6dkwBl7FgJUI4dk4PllCkhPX83kZYWxg03xCod9smTkmoycaIT9FzN2wY4flzu56CZyPPJsuHDA5TznTrVihAaZVmzvd1CVZWR5maLyjvZp48vL700iltv7U99vYnWVosS7ARQVNRJQUEHLS3q5fV9++o4dKhRSSzS1mZm+/ZKTp9uVkD2pUttjBwp9Y0tFjt//FFGRkYdyckSJJaUdLBxYynnzrUoNIxDh6oVznF0tC8dHWZ++62E2lo706c7QfbOnWWMGhXGXXeNZMOGYrZsKaG728qjj0qQfPRoLS+9dByAp54azdChQVRXd7Fs2UEaGjp5990J3HBDPP/61xlWrixmwYI4fvlFyu7Z7YI77sggMFDPrFkxfP31FNXAmpvbyNixW5W/77vPPU3k3LkWtm2TdfLww9JjbTBYWb26CFArOgCcP9/MyJHBTJgQ5sKFBqiu7mLw4ACVBFtvKy5up08ff+bMcU22cfFiM0OHhigTl9raLgYPDmLSpCiXfQECAz2JjXXVye5Nh3DQ964OlAWUmJDegNrBX3YXXA4oWUCLix3tR7aFM2ealO0REd40NhopKmrH11fPhAnh2O2CY8fqXc7n5+fBnDmxCCEDCAFuuUV6IdesKaGx0ehyzB13SM7uypVSjWPIkECGDAnEZLIptAtAaVcXLqiDLh1eeseqkMM6Oiz4+upV2vYOs9sFwcEeDBmintA0NJgYOTJYJZMJUm5z6NBAVcBpZaWB4cODSEpSg+wzZ5qJjvZh7lx18pvc3EY8PLRce63Tu71rVxU6nYalS+MV+cF9+2poaTEzfHigSkJQZnWUNJGnnx6hSBJ+/nkhxcVdjBoVyMMPS2/4gQP1rFtXhY+PjsQpCcQM1XDvo5B11PkdRAW+iY93JwsXvsDUqVt5//1zqoyxkydH8eyz0vPk8GCfPFmDXm9Bp1tDQcFe7HY7U6ZM5L33/onBMBeLxQNPzzp27foEDw9nvWdmpvHww2pvtIPCVFraxSefXMFuh0cfHYTVKnjqqdMYjTbmz49SEoe5M51OxzXXLCYszH37/D9p/1UgWwjBypX1tLW1MX++uiOsrbWwbVsTY8bAggVOkG002tmypZnkZB133uksb2iwkpPTzcSJXjz3nGMANtLdLRg5Us/jj8vGZbUKNm820KePhhdf9HYrsbd6dTfTpnmwbJm3khylt3V1CS5etJCYqOPeeyWi+v13Eykp8NBDeiWLZW8rLbVx/ryRhAQNL73kRXs7zJ4tt40aJRjYE5C8a5f0GkZEaHjlFZ+eY60cOWJBo4FPPvFDo9Fw442OjJLqVPBffCH53ddfr2XMGHnv77zTRVGRjdhYjQu3HWDzZtmJO2T4HHb2LAwbJsFoeK/+Rgg4ky+T2ThAdnGxnCzMmwfTprlcgiNHIToOli51anAfyYEJSXDdIud+JSU6UlO1qsDJ4mINaWkezJnjBIWlpfI6aepMx4rl5UHaZFgw03VbwQUYPRImjHfddvy4Do1Gz9ixru/99Gk9paXebukiVqvg9GkdFy86339np53XX29V7bdrVzcnTnSTm2vAxwdGjvRg+XIfGhoM9Oljobg4hq++CiInx6h4DKqqLBw7ZsBoFMqgWlBg5MwZoyqleXZ2N/n5ZkVqr6nJTk4OdHWp08MfO2amoMBC377OY5ubBUePWmhrE6pEMufOmSksbGXIEOcgmp9voaKii1GjnIPfqVNWGhu1TJzo9PBUV5spLOxk5Ei9StYvM7OVuDgtt9wSik6n4ZlnBrJ+fSIDBwYxY0YE//73EL74YiSNjSYSEvy56aZoZUAtLu4iPT2U5GQ5KO7eXU9mZpOij22x2BFCS3p6JOPHB/c8m4noaG+mTw9X8f8aGkxMmBDM1KnOATY/v53+/X0V4N3UZMLHR0d4uKdyjQsX2ggP92TYsACVfu/QoYG89dY4HnxwCPX1ktPZmxbiCPhSq5uYqa7uxttbpyRhcHrdghVglZvbyIULbQwYEEBubiMGg5Xhw4OUNNtbt0ru6zXX9FF4vZs3VxEQ4M/tt0tQmpFR3aPhG0VIiDOpyRdf5JGf387tt4/g9dclmP7Xv5Lw9tbT3W3lww/zCAz05Omnx7JgQTw2m53bbz9EQ4ORyZMjeeaZ0WRl1fHee+fQajW8+OIYRQ/4ww/z2LWrkoqKDn7+OUW5t44OC08+eZykpG1Kpss77hjoNiEMwI8/SmWFe+4ZrJx7z54qxo0LZeHCPi5BbufOtZCX1+Li0XTYn38WceVKM5Mnu6qBWCw2Vq68SGVlJ9Onx7ls37evnMLCFhITHTz3Wq5caSQx0fVcBoOFo0draWzsVurcYTqdVGCy2ex4e2vp398bnc7ucg69XvKZHbrtAAkJYYwfH4HV6j5V4pAhgUyeHE5Xl1zdmjAhnJSUGBobpZdao9Fwyy2DGDMmnOPHpUb+4sXxTJwYrtK37m3LlvUnNTWSvXtlpkVHohmrVXDrrYdc9r/55nhSUiJpbzcr9Ke//W0QNptdFTA5YUIoqakRlJerV/VCQz0ZPNhfyYbpMLNZYDBo8PBwnTxlZzfQ2mqhb1+1c+zEiRYuXOhSVmZAAvING8ooLGxXKZjs3FnFxYttqgQ0IOlHtbXdqtUji8XO6tXFeHholHgJIQTff1+Ev7+eZcucHuvvv5cJVx57bKhqonnwYB35+W3Mnh3Ns8/K+Ie2NgvfflvOtGnhfPTROPR6bc9q+WWmTQvlxReHUlntheGqhVBvLzt1VW+wZs0murrq0GpdtdnffHMcoKaIXLnSyR13yKRls2alcebMAd5//5/s2OGFv38YUVE+pKTUcd99d6vO5eGhpbq6k6lTg5k5M5yRIwOYOzeyRxpyN2aznbFjg5g8OZT168tpajIzeLA/f//7/7u06f8r+68C2efPG6mstBAVpWfcOHWj2LChDSHkknZvBYOtWzuprLRiMFhISHAO3F9+2UZurpnoaD2jRsnyN9/s5PBhM4sW+ShUlJUrDWzZ0kVAgMklDTvIBvzpp91kZ1u45x73Xux164xkZJjw9LQxapSeujo7331n5MiRbpXGdW97//0ucnLMjBtnp7FRy6hRzs7x1Vflr9UqePZZK1lZel5+2V+555df7iIjw8jDD3uQlKTnxx8FmzbJbdHRdoWLXVFh4+OPO5k2zcarr0oA1dRk49VXped/zBi9i+ejo0OwY4eVSZNsXH+9usPet09SOSZMUD9L4RXIPS29xWN7aB7btkmqhaR5uD7/7j0SiPfp5RjadxBO5cG4HrBbWwsHDmg4dUrH2LHyPqurBdu2aTl5Uk9SkvM72LRJetkTE91WN9lZkLkH4q4a91pbJff4ciEMvyrbshByYmG1ahg1ynWiVF4u68edJ7ury6GR7ZQLPHTISF2d66DpSJ/uCEgtK3PQNxwJg+RAKHWwobJSdpQOLzagqIb0Dmh0aFc7JgEOneuoKPXKioMu0revs9xBFenfX73vuXPyXsaMcQ5oeXny2qNGOa99+rQsGz3aWXbihBxYY2LUID8rq52qKhMDBjjb75Ej7RQXm5k0KYRXXhnMY4/Fc/x4O7m57UogZ3e3ja1b68nMbGby5GCEEBw4IAHBzJkRPffWRk5OGzU1FgWMHT/eQnZ2ExaLUIKo2tstrF1bxdmzbSQlOQHaxo3VlJYamD5dni8zs5Hz59tJSAhUjj1+vJnGRimx9Vd2/nwbGg2q1M3nz7f2AHjn4H36dAsTJoSwdGk/BWDm5TWTlhal8DstFhsFBdLLN25cKIcP1zNxYhg33eQcwLOy6khLi+bGG/sDEkBs2VJBW5uV6dNjet5HE5MnR7FggfO43bvLaGszM25cOPn57Xh5+XDNNfEsXy4pHe++e5aNG8sZPDiUt9+WEcZffFGARqMhNtaX1aunY7MJ3nsvj4EDA3jhhQSSkyX4PHWqkd9/l57mX35JVzx0dXXdJCT8yWefFWDv1TwcXM+rrb3dzLffFjB2bBCPPz5CKV+3rpSMjDpmzHClg5SXy2/Pkdq6t3V2Wigp6cDDQ8vQocEu20+dasBgsDJsWDDR0X5utks+fGKiDHo8c6YVUPPcHebw8EZEuNIOfXz02GwCg8FKUJAnpaUdbukiPj56srPrFD40QGVlN6dPt7gE1jpswAB/cnIayc5uQAjBoEGBnD3byrFjTQrdIy7Oj7y8Vo4elW1oxIhgcnMblSQ2V9u8eXEcOdLApk3lNDXJ53JwqPftq2Xt2hLV/sHBXsTF+ZKb28Svv8rvYPbsOMxmwR9/lCre+LFjQxSFEYd3H2T23CtXOikuVteJ0+uvvj+r1U5bm3RGXS39WFVl6Dmnp6rMaLQRGemtUI0sFrtSzw5tb7mvpKf6++tV1JKjR+tpa7PQr58/AwfKtn76dAvl5QZ8ffWKN7yjw8KOHdV0dFhZskT9nX/4YQF1dUbS0iIV+sUXXxRx5UoXnp4ezJsX01PH9ezYUcfly1384x+D+fcrsGShesy+dp6WlpZarrlmFgkJMdx5pwlwrqSGhGiZMEE+144dVezeXYWfn56AgD+ZPXsILS1tvPbaswQHB/Hcc7n8+ONlzp9vYdWqVL777nVyc0/z++8/Kee7cKGNzZurOXOmmXXrksjPn0NcnA/Tp2cpilD33ReP1WrnpZfO095u4Z13EtwG+P5Psf8qkH34cCfjxnlz7bUBLh7l48e78PLScMstwaryTZukN+juu53lnZ02VqyQg5DDi33qlJnt2434+mr4xz8kCjWZ7Lz+ulw2efnlQLd8tvXrJTAaPVpPerp7VZFvv5UN9oEHJAj/4QcjFotMlnO1MgNIdYYff5QKE6Gh/qSkQGWl83lTU+X/f/7ZSn6+oH9/DQ89JIFSTo6F334z4uUFjzziy/LlcO+9GkAe89lnzvP861/dmEzQty+MH6+joMDK6NHOaPF//tN1wNi0SdDRAd7ewgU87t0nf+fOVR+zr0epZ1a6Mw39tm3y97rr3FYZGZnyd17PufIvwNlz8vgpPYGLDqWRKVOc9BGHqkh6ukYBW/X1UqPbz8+Vb+2w4zk957pKeeTMGXnNMWNcJwO1tVJFJSpKyhz2NotF0KePhtGjNfRxkxyuo0OQlORJUpLzpDNnevPGG8EsWuRDVJSGwYN1LF/ux7hxOpKTPRVaSWuriZQUvaLZ/cknrQCcOyepFm1tNlJS/Bgzxjnp8/TUMHmyj0IN6eqyMXasN1OmOFOad3UJUlK8VAC5u1tmVZ040UMFvmtqrCQl6RR1G4c1NdkYNcpDlW21vt7K4ME6VVl3t43oaC3jxjnLCgq6CQ3VMWmS+rs7fVq24bS0YKUsO7vNpezoUVkPU6fKNr12bRVms51+/XwICfEkL6+d2FhfrrsuRglgdFJAnMDZQQGZMsVZlpnZiM0mmDw5RBnYSku7uHChA29vrXL87t1yWXvWLCeAysiQZb0T3fQ2u11w7lwrVqtQgeyzZ1spLTWoMjQeOdLAqVMtKh7j/v21ZGbWKSmzT59upqvLwvz5cYSGerF3bzW5uU2MHi2v39JiYtOmUg4frmPuXPlxnjzZiKenlvh4P8aODUUIwapVpeTktDNrVl/VtVJT+7B8+TA++CCP8+fbuP76oej1WoqK2njvPbmM/fHHU/D01FFa2sHLL5/m4MF6VqxIISrKl88/L2D79io8PbW8+qqcdVutdu69N4uzZ5t59dVxKpWGlhaTAnp629XZMR32xx8lGAxWgoM9FLnC9nYzf/xRCsCSJf1cjrHbJWc4Pt41qLGoqI20tFhmzoxzUR0BKCxsZdq0GFU9OcyhLz5uXASDBgVz6FAtlT2JDyMjXZe/W1uNTJ4cxZgxrl5uX18doaFeBAV5KhPC9nYz9qvQo4Pu0htQO/ZvaXHlT4PUeA8O9qSjw0JdnVRRcVCbVq6UgNeRZMbBQXZMjg4cqKa93TU5TFiYN7NmxWCzCf78U1JGevPnb7stQ0nU4rB77pEey19+uYLdbmfixDAGDvQnKMhTSSgTEeHN4MEBdHfbOHvWOZFwnLu+3qiqE71eQ1ycjyroGOSq0MSJoYwfH+KCJ6KjfUhMDFUlbior6yQtLVqlNnL5cjtJSRHMmhWjohkdOVJPUlI48+fHqdRODh+uZ+jQQBVVJCOjjn79fFm8uI9yHwcP1hEd7U1KSoQqjuPSpXaOHWvEx0fHI49IylNnp4UffywF4NVXnZ6gjz+WmRGfemowfn6SljhtfDGYy5V9FsyD4OBQtm7dxaxZ09m79w9CQqbg0Mxobz9G//6J3H774zz88BGMRsE774xCiHI+/PBj/v73+9HpdKxfX8qqVUV4eWlZtSqdiRMj8PX14csv3+Wpp56ntlauZnz+uZRdvfPO/oSFebF9ew0JCfvIzHRmEL777v6sWFFEaWkXffv6cP317rOr/k+x/yqQvWFDI2fOtDBnjtpjXF1tZtWqWvz8zCxc6PREVFaaWbOmiXHj9Nx6q3Pw+uGHFnx8zCxf7k9Kiuyo33ijjkmTBM8955Rl+89/2oiKsjNnjhfLlrl6qYUQfPNNG+npOv7xD/cBj6dOWairszN3ridLl0rpod9/byUtDR591JWKAfDJJ20MHGhjxowAPvtMp2SSc5heDyaT4KuvJOXkrbck5UAIwXvvdTFlip4HH/Tl+ut1/PYbOLP8oailnD9v5sQJqSjy5ps+7NplYsqUZmprnfterd8MsHu39Grefrv6Wbu6wGaViWYcHGqH7TwAQ4bC4gXy75YWmVo9Odk9H7umBk4ch8kTIbVHReTJZ+Wv3Y6iW37kiOR+L1zoPPbwYQ1JSToWL3be+9GjdlJT7dxyi10lN+iw7m4Bdgsz0m0kTlDP9E+eBL0OZkx3Pe7ceSi4DEOGuyYbqazUcOSInpYW93Sg1lZJNamqcoJMX18tr74azGOP+VFXZyA+3s7KlRGUlrZz+HCTcu+lpR1kZ5fh6WnAbhcUFjo0suX2qioL2dldKq3ozMwucnK6iY2VA0F9vZ3MTDPV1c5A3uZmO9nZNiwWZ93V1NjJyuqirs6sGoguXzZz/Hgn/v7qj3P37k7y8w0qr/Xu3e1cudKpBLA2N9vYsaON1lYDI0c699uzp53mZhvTpjmBTk2NiePHO0hI8CUxUZZ3dlo5caKdceP8mTbN2d7PnGljypQgUlODAXj6aanb3NBg7jl/A6dPdxIa6q08c05OC4mJwcye7fQyX7zYQVpaGOnpTg/y8ePNpKWFsWiR0wt6/fWS6G802vH0lMuzlZXdyhIoSPDY3GwhLMyT6dPd8wUvXmynTx9fBg3yVwL0hBAUFsrJRW/+Z3a2OnOd3S4UibP0dAl69u+vwWaDvn39MJmsCp/VsX3rVqnpO316jAK+Nm4spby8jWXL+qPRaLh8uZ3i4g5CQ70UioTBYOWHH4rJymqjT59gzp5tJjLSmzvvlPzPV189w+TJkdx33zBSUmQimRdfPInBYOWWW/qzaFE/jh+v57nncgH4+ONJSkDnZ5+d58yZJvr18+f559XBD8OHB3Ps2AIV4IG/BtmZmbVotRruusvJu37ooSMKVcLBP+5t58+3cepUG6Ghrv18aWkXmZkN6PXunSjHj9dy5EiN2+yNZWUdHDpUi92uQ6vV8N13hW7P4bD2dgs5OXW0t7uCYW9vPa2tkkqh0WiIjw/GYtG6AOfQUC+SkiIICPBQAgbHjw9h0CB/KitdPd8g6SDz58cRHe2t6Gs7KBvvvCO1TSdODCMxMYTCQjmJ65105a23zrg97513DiIhIZh16ySY7p3R1G6H5cuz2LXLmW591qwYFi/ui9FoIyurHo1GvseLFw38+qvT833zzf0YPNifzEwnV9vPT09CQjDd3TZVtlV/fw+qqqSEZm8zmezk5jZTXd3tct8HD9Zx8mSzisddVmYgM7MJrdY5iOTlNZOZWecijbhzZxXHjzcyebKzXxFC8NNPVygsbFepq/z8czHl5QaWLHGCyXXrKiktNXLDDeoJ4ZdfXqa7G556aoTSHn76qYTGRgO3396HGTMcevctHDnSxOzZETzyiOSWtrZa+OabUpLGlbH85k5mTYcbe6iXer2e99//jDlz3qa9vZIBAwZw550D+fzzBSQnT2bfvi66usBorOGJJ25ACBuTJ0/g9ttvpLy8k8ceO0Z4uBc//JDC7NlODvqUKYksXbqYtLRUXnjhI779dg/p6VqeeWYYa9dWsnDhUaV/dphMfCOzNt5wQ5+/pIT9T7H/2Xf3v2lZWXLQmTVLzZvbsEEmn0hLCyAoyPmx//RTC0LAkCGeRETIcrPZzgcfNFBebubmm33RaDScPm1k8+ZOzp3r4sEH5UDe3m7j3/9uISfHwCOP+LgNGNm/30hWlpELFwwsW+a+w//8cwMlJXZGjdLj66th+/Zuzp83U11tYPZs1067vd3Of/7TQUGBmQce0Lt4SEF6VL//3sKZM3ba2mwsWybBy86dZjZuNFFYaOOWW3wpKnI91pEe/rnnWjh/vpWXX9ZjMgkWLGilvV0NMB2qFg4rKrLy22/1DBnSwtKlV6mK7JbqHT7eko/t6emJp6cnRiMcyILLxZCWLPfdulWCTC8v90ofu3bJIMqIcPDxgQOHpDoJQHiv/Q8dklSOsT1jsgyy0XD8uJapU52f/v79gqwsG/36uecjnjhh50SOleZGC0FB6ufKzZVBmEOHuh6X16OrPcaNd9xR94MGuW4DZzr0sDDX78rhgXdoYXd22nqeTx7T1iYnOkFBOv7znzba2mR5e7sdo9GupHl3SAmCjFkAiI6W7aChQe7jmFB6enpiMHj0HKftdZwjHbrag1dRIY/vzdM2mewUFprRamHECAnmu7rsXLpkQa+HkSNl2alTjqxuXkogstUqOH5cDoJJSU4QtGdPS891vJUlw4yMNrq7BV5eGkJC5DmLiw3k5XVy6ZKB0aMD2bixhuZmS8915AT7ueekF8UBnoUQ7NlTz8mTrSQmSi+v2Wxn69ZaMjObVN7tdeuqyMxsIjk5rOf5DZw7J73pAwdKz/uJEy1s315La6tFOd+hQ41kZLQQHe2vRPtfbQcP1nPpkoEpU5wg/OzZFsrLu0hLi1A8il1dVnJzm0hNjSA9PRJPT08uXzYQGenNTTfFK+AxL68FvV7DrFkxHD1aj15v5+ab+yl87PXrSxg7NoQ77nBKhW3eLDmvc+c69Y3T0qJYvtzJe965s5KuLiuTJoWzalUx0dH+vPjiOLy99Zw+3cTvv5dw4kQzr70m+WJ791azc2cVM2ZE8+mnkykt7SAtbRdCyBTL11wjQUVdXTc7dlQRE+PL118n4+fn2i/6+OgZPTqY4GBPgoI8CAjwcOt1rqkxsHLlZaKivBXZv337qlm3Tj5f7wRHva2jQ34rV2elA5RU4A7t4qvNkSLdsfzf26qrJaiMjfXjt98KOHbMuVLY0uIa/OdIU+7t7eox12g0SmBsV5elpz1oFDqHw7y8dJSVdXLlSruSatzPz4Oiok5Fdcad+ft7UFtrVED2iBHBgMwwunNnJQEBnthskmKRmys9j45EW198cYErV9pczjl/fh8KCtrYt6+WK1faaGhQP7OkzzQrf+t0WhISQqiqMvDjj1If+uab5Xv8449yjEbZ7wwbFsiVK50cOlR31TPI9+dQSQGplOLhoaWry6pKA+9wQlztxRZCKKsAwcF+ePZkTqupkWC8d9yEo64cq0SO4/fvlxSa3nzsixfbuHy5nbAwL2WSXFbWSV5eK/7+eiW40W4X7N5dC2gUChjISe7KlTK5zdKl/ZR9P//8Mh0dFlUw90cfXaa93cq4ccHKROGrr0ooLjbg66tj5Q/+7Nsi6Zq938WRIzHYbDH4+BwgO/tVPD1NrF69ArN5HgD9+kWSnj6NF198gnfeeQWdTsebb57FbLYzdWqkSg7UYa+//hxvv/0qX31VgxACm+084eEW9HqNm0y4grS0A8pfjz/+P5eL7bD/KpA9bZof8+cHERGh7ihPnepg4EAvli51Doo2m+D48S70erj//t6DZQvNzVZGj/Zm4ULZKf7nP7KRP/xwiAJCvvqqlcZGG9OmebN4sfvB8csvZUN+8slAJd10b6urs7F5s8yW9uijsmH++mtnz7VcKS8Aa9d20tUlSE/3YtkyT44ftxEa2omDJ6XVghB2vvxSzv5ee81Licr/5z/luV9+2Y9p03QcPmzH378bB1UEJMjet6+bnTu7CQzU8OijfgQFaYiLc73/q0H2ihXy/MnJekU5wmF//il/lyyRv7GxscTGxpJ1VF59XALE9vQ3jz8uf9PTXS4JyIQ2Oh1cOx8KLsINy5wdYls7mEzSG15QICccjuQyBQVQXS2zYo4e7TyfOwWS3padbe95LnfvUKDXC7dc7voGeZ1x41y3VVZKLe+/SnzT0mInNVXLuHGu1/T21pCe7k18vBxoHdzpvDzZyfv5eZCWFoJO58HzzzuX2Uwm2Ly5Cy8vLWlpAURHO1VDJkzwJSXFT8nC2NZmIz3dhwkTpDckNjYWD48o0tM96dvXeU/NzXbS031VAYogv8GUFE8GDXKCgcJCCykpPsyZ46u0hwsXrEyb5susWX54eWmV/ZKSvElNdQ5WZ850MWKEDxMm+KoyQJ482UlAgI65c51t+MiRNnQ6mDPHWXbggAQvM2aEcuZMG7fffkrZZjDYlOQyABMmyJHl4sUOamqMREZ6MXKkBKg5Oc10d9sYOTJAybJYVNRJYWEnQUEeTJ0aSkuLmblzDysrTI7ENx99JEHBDTfEKm17zZqKnrI4tytdANu3ywF59mznMvTWrTJZxbBhQcpxO3ZU0dBgwmIRxMb6Ehsby969BgoK2oiLkw6D+vpu/vijlJAQT+bOjWXLlnJaW82KSkJLi4lduyo5d65VAbkXLjQTGOhBv35+itLI77+XkJlZp8h2ybqN4fvvp3HnnYPYtq2SpiYTt98+uOfZ8wF49NHhxMX5YbcLXnjhJG1tFubMiWXjxnJGjfpTCUp7+mmn/NDbb+dx4EAdiYkRXHute571m2+eJSOjjltvHUBl5VKKim50Kwe2eXMZQkjd56AgL7Ky6li0aL+iuNFbh7y39enjy7RpkW5BttVqJz09WqHjXG2Rkb5MnRrtogYCYDJZSU+PITzciwce2KfatmdPmcv+AKmpsQwY4D4Ac9iwYEaNCqWz06oAVofeeW9zZBstKpJjlCNxirs06A5zBPPl57cihFBRdG6/PZOSkg6mTYtEo4ETJxooK+tQ3md3t43rrttDa6uaNhIa6sW8eXFoNCiUEZArf76+Or76KonnnlN7Ke6+W35Te/dW095uZsSIIFJTI0hICGb3bkk7cMjc5eY2Y7U6V9OGDg0kJMSTy5edIFuj0TBpUihjxgRTV6cG+cnJ4Ywcqa7r7m4r6emRpKdH0rdvHLGxTi3rtLRI+vf367WvndTUKEaPDlbKysq6GDgwkOTkSEWlBeDgwVqSk6O46ab+CvX00KF6pk4NZ9EiZwDymTMtDB3qz9ixQQqtDaQGdliYJ0lJoYwdK9/Vvn21dHfbiI/3ZfFieZ/l5V1kZTWi02l4/HHp5enstPDTT7L+X37ZPXA9cKCRoiID/fr5cPbst3z11WesWPELgwe/p+wzYMAwNm36mYcf/hsajYbmZhNms5aQEC9eecWN/FZP/Tc2xtKvX1+ioz0JCzvDoEGD+eabe+nTRwM46t8OWJW+Wq/XKHEZ/5PtvwpkHzzY6pJ1rrLSyM8/V1FV1c7ChcFK+e7dbWzf3sC4cVpmzXIqhfzrXxX4+pp57bUItFoN585185//1JKYqOPZZ2WDqK218uabDUya5MH774f9RaIDI9u2dTN3rjePPOK6/Ajw7bddCGHhkUe8GDRIz+XLFjZtMpCS4sldd7l+PHa74N1364mIsPDcc7JTXLXKQHt7K3fc0cHHH8OKFbBunZnqags336xjyRI5KPzxRze1tWbmz/fgkUekx6q8vIsBA+qZMKGe6dMFcXEwbJjg88+bGDVKz4svBhERoaNPHx0PPOBBRIQd379QyenosHPmjJmAAA2PPKIeTEwmQWGhkfR0G4sXq4H5n1vBYoRbe5RIDh2C9p7+z52qiMkEq9aAXwCkpsO110tg7TCLBc6chQMH5HLjsmUo97x3L0RHw513OukbNTUCo9HGvHmQlOQe5OTmtjN5slFRb3FYU5Pg4EEj/v5GRo509YLvPQjnL6kBvcNOn5ac8d4qK72tvNxOVpYrnxLkBCMjo4P8/G4qKpxLaadOGXqOtZKZaWTtWrPLROiXX9qprbWRmdmteMLb2+0cPGjiwgWbAv4aGmxkZHTT0eG8fnW1nYwMsypVfEWFjYwMi4pCAnDkiIHs7C6Vh/vSJSsZGWot2rNnrRw+rCc83Pm9Hzxo4vhxGyNHevcq6+LkSbPidQY5Ofjll1aMRk+uu87pfV67tgU/Py8WLHAua2zf3kZsbADTp4exaFEORqPzuc6ebWf+/OPK34MHy3vZs6eRkBAf7rgjXmnje/bUM3y4P8uW9el17homTQrmnnvisVoFixcf5eJFp0fwwoUOOjstrFsngXFiYjAgPU9FRV0kJARyyy3ueYVtbWY6Oy0MGuTP/PlOr9fJky34+elZuNDJ3dyyxZElTnqxbDY7mzZJoHbzzf0BmaRFcscjCAry5OhRuZy+eLH0Bm7eXIbdLpg5M4aoKNlwfvutmOPHG5g7V/JHy8o6OHasAV9fvYo7Ghrqxb33DqWx0UhAgAfLlw8iIsKb3NxG1qwpZvr0aJ5/PqGnziooLe0kOtqHXbuqePTRYxgMTjC0aJF8hvLyTr755hIaDbz99kS3dVRQ0MqaNSV4eGh54YUE/P09/pIqcvp0E3FxvtxwQ3/y81u49tq9SgZEgLo6I2azzeU4mVCkXpUB0mFlZZ1kZNS6dYoAZGdXc/RoLYGBrvS/tjYTGRnl7N5doih3OGzHjhKX/S0WQVZWPVVVrhQGef8W8vM7sFrtCk1k/fpSl/2Sk2OIiPBTtKTHjQulf39/Tp9uVlbErrZJk8IID/fi2LEGLl1qUzy3ILncN9xwkNTUaPz9vdm/v47sbLUX+eLFNm699aDL+e+4YxD+/nq2b69gw4YZbNs2i2eeGYXBYKOkpNOlXgcNCuSuu4bQ2Ghj3TrJH16ypA+HDzfwyy+yzvr18+Paa2Opq+vm+HHn6sDkyXISfOJEs+qcdjvk5bVSVuakq/j56Tl8uFFRS3GY1eqki/S2oqJOMjPrVRzrzMxGsrKaiY93YoCjRxs5dKiR4GAf1bOtWVPO4cPNzJnjbFObNlVz9GgrM2Y4J9i7dtVy5EgTSUlq7PHll5cpLu5S5PkAPv30MlVV3Tz99DBlxemzz4qoqTHyxBODFNm7H38so6amk+XLY5k50/2g9NlnlwkP1/DsswPR67VMn76APn1eorXVuRx79GgzTU3OidrFi11s3tzKwIGxqkQ8vc1ksvHvf5/hwoVWXn11DCtWvEVm5mbM5gVUVFQSHV1AcPBGQN0+/uIz/R9n/1UgG2DyZDWgXb9echQXLgwlIMA5uH/zjewAbropVPnQf/utkeJiE6GhepYsCQbg7bcln3HaNB9iYiSAf+ONBgwGQWysjuRk96jz9ddbsdkgKcmL4GDXjtlkEnz9dSdtbYIbbpADwooVHdjtMiFIWJirx2TPni6Kiy14eWmYN88Xm02ew2qFpUu9eOopuO8+wUcfGWlvF1x/vV7xYv/73+1UVdlYssQTb28NVqvgn/9s4tw5Mw884MXBgxoqK2HPnja2bu2go8PIE09IQHPlioV//7uVlhYTBw4EkZUVwjffBKiyZq5Y0cH+/QamTtUxaZI6gGT3bivHj5tpbe1m+HBnpyAEbN4hgfHMNAk8FyxwHjdMnWMCkAGPnZ3Qvz9YLVDqxtlzNAe2b5c0Dke6dZCJdmprnYlqALZts3H5ssDT0+6SvhykOsyePUZycrqYMkX9Hk+ckEBt1CitQuFwmNUKBZfk/0ePdL1Hh1zi1YokDnMkqnEk/+ltDg63yWTn3XedKYVXrmzBYhEK97qlxRWg791rULinDiqGA0gHBDiv1doqyxy61QAGgzzO19f5rPX1cr/eutngVDjp18/5HV+6JDvJYcOcE+Hz5yWgGT3aud+pUxIcTJjg/I7275egdebMgF5l7bS32xgxwpeBA6XXOz/fQFGRES8vHZMmyX27u23s2dNMdbUVs9lKdbXam2a3S263w/LyJPDYtq2OlharIt0HsGtXHRcvdqrKNm6s4cSJViZODOHrr4vJylKnki4q6iI5OUP5+9ZbpTf2t98qOHRIBimNGuXeC7p6dRlZWY3Ex/sqknxHjzayeXMNUVF+ilJAaWknv/9eSkJCELfe2h+AvXtrqa21cuON/ZVMbEeO1NO3ry/Llg3gyJF6jh1rIj09Tgla+/77KwQH+3D//SN66kawerUMkLrtNjl4//57CePHh/LQQ0NdqBvNzSY++CC/J625/PDffjsPmw0SE8OIiPBGCMHLL5/GZLKxaFFfJdtkb3OoM7z11lnGjQvlkUeGq2TRetvrr59h2rQInnhixF8O5CADgn/8sYiaGjMLF/blyJEGRe7PYTabUHk5HebgLvfOo+Awxzncec7lser21tscHkt3dMOsrCqXMsd+6uQrrtbZaVGul5fX5KIyEh3tQ0ODSZF3HDAggLY2MzU13SpedG8bOzaU1lYz58+3snVrpcv2M2ea8fTU09FhJTu7jowMV1WR3bsrXRRM5s6NpavLSlZWPWlpUSxY0JfFi+Uka82aErda39OnR2OxCH7+WXK5ZawAbN9eRWur7D8GDw7AbocdO6qV4xxZEY8dUwNnR1IpR5wDQGCgBxoNdHRYFeUScGqPXw3+3aWmr6iQddlb/94B2qdMcYLZ1lYzR440otdrlBUri8XOgQN1PXXkBNmSKqIuu3SpnezsRvz89Nx4o5ywl5R0smtXDV5eWm67TU6i29osfPddaU/2577KdT766DIGg40bbnBNlgQyM+6OHbU0N5tZujQWq9XO/Plr2LLlsmo/b28LiYnX8Oijz/PZZ9+yZYt0XsTFuY8vAzmJr67uZvjwAD777AmSkxewaVMZmZn0BEqOp3//aJxwVda/zSb+l+3gf4L9V4HstDQ/Jk9We4BPnGhn6tQAbrnFyWesqDDS2WkjLs6Dv/1NDi52u2DHjlZCQnS8/HIsOp2GK1e6KSsz4eWl4dln5fJTcbGRnJxutFp4+233gUpHj3ZTUmIlMFDDk0+6Hzy3bOlGCEhI8GDGDC8MBjs5OXKg/yvP965dXQQHa3nooWB0Og2HDsl7k0lw5AC8b5+ZtjZBfLyWm2+WA9XOnd0UF9vo10/H3XfL+lm/vpNLlywMHOjBPfc4kmLYeOUV6dl6990IZUn/ySebMZvh9tv9SEryJiXFkwcf9FWApcFg56OP5Oz1qadcn3f1atmp3nZbb8m4UvbsKSUoEPr2AS8PmDMHlU5nQYFrHWRlS4C96DoYPw6OHoJhg0CncSqImExwqQfgOkB7Z6fkZ2s0UnvbYdu2SZC3aJF7CaBjx8x0dQlGjNC78I4vXLAxfDhMm+baKV2+DEmJMHcWBLh5nZ6eVtLSbAwf7n46bjYL0tP1DBniDmRrSU0NoE8fL77/3gnoqqstrFrVTHS0npQUf155JYBjx/py442eDBxo59prvfn++yjCwnSkpvoqgatGo530dG8SE52gVqsVpKV5KbJ8paWl+PmVkpamISLCec9ms420NA8GDXIOLJ2dNgYO1DB7thexsc7y1lYT6el6xoxxfgddXWZSU7WMHSuv09JipW9fLSkpnowY4aSzWK0wdqyPCmRnZnYwapQPN9zgBF9797bRv78X110XogCS/ftb8PHRkpjoz6OP9uezz0YpXG13dupUG62tZq5c6UKrhWuuke28psbYI0unVQKI6uqMZGc34eGhYcGCaGbOjGDsWNelfAdwB6itNWG32/niCwkQHEu2V5tMpSz3uf9+5z6ffCKD45Yu7acsIX/yyUVsNsHYsSEKN/inn44TGdnBxImOVbkWVq8upr3dwvXX9+OHHy4DGqZOjUSn01JQ0Mrhw/WYTHauvVYO1BkZNfTpE0BKShTp6TEIIfjllyJOn252K3X3n/9cwmCwMm1aJKNHh3DpUhsXL7bh5aVVKCDbtlVy7lwLwcFefPzxJF5+eYwLyAwK8qCsrJMff7xCbm6TSmpP/a6aWLu2lNzcJp54ws1stpdt316J1SpIT48mPNyH++4bwqZNM0hLi6R38LcjxX1vGzo0gPT0SLdAOSzMg5SUSJUTp7dNmBDGtGlRqms4LDTUk+nT41iyZBBlZffxxBNDGD7clyFDQnj88XEu+/v56Zk+PVZJNHS1jRwZzMSJ4WzbVq6Ae7PZzmOPHVF5kB00haIiCSq1Wg1TpkQQFOShqINcbT4+esaPDyM62oeLF53eSo1G0jC+/noKixb1ZciQQCIjfais7Oo5t5xMzJ4dR3b2dapMmiCVTWbOjCEuzpeDByWAnDo1koED/YmJ8eHECdf7uemmfvj56WluNnH5slQFuvXWeJKSwti8WdIerr02Fr1ew/nzrcpx48eHEB3tjZeXVsmMKctDmTIlXBXkqNVqmDcvluTkSJqb1cF3M2ZEMWlSKKWlpZSWlgIQFSXVPvz9nZlsR4wIZOrUcKKjnSsrbW1WUlIiVZrqR440kpISyc03xyv1k5vbzIQJIVx7bQz9+slxu71dSgpOnBjCrFlOqtaGDZUkJYVy2239FF7+H39UMHZsMEuX9lWCINesqSA21psZMyKUuJDNm6sRAoYN81coJVfb+vVVBAd7sHhxLJGR3pSUtHLokDs6Uyhnzx5j0qTJNDa2kJ19ER+fBvbuXcerr75LcbHrMbm5Fvr398FkyiAlZQpvv/06b72VjUbTiMm0meuvv4bQ0BOsXz+RQYP86E1vNZn+/yD7/6qdPFnP0KHOzqeqyshvv9Vw+nQb8+c7uU8rVzZx8GAHU6f6K/zOnTtbWbu2mfBwPbfeKvf99NNqjh5t4p57AunbV374775bzcmTDTz2mD8jR7qfnb3xRjNFRd289FKAKhGHw4QQvPtuBw0Ndp57zh+NRsPvv3dx+LCJxYt9SEx0PW9Dg5WvvmrHaNRy113BAHz3XRcXL1p58EE/ZZD66KN26uu7ePZZD/R6qSjyxhuteHvb+Oc/A/D01GCxCF56qY1hw7x5880wJd34++83ER6u48YbA1i2TILlrVs7aGiwMHy4nvfeC3W5L4Avvmhl2DAdc+Z4M2+eOvinpcVORkYb06fbWbZMPQhlZMCFE7B4tkzl3qR2ALqAbLsdfvgOSq/Akp6oZ089XDoPMaHQVAmnj8LYUVJZJDnZKcm3bZvkQS9dKjnZ8t4E+/fbmTJFw3XXuW8KO3eaiYjwZPlyV/rOzp1GLl7sZtIk18HzzBnI3A8+brB7V5dg2zYLR4+alaRBV9vRo5JaER3tel+enlqysqwcPtyF2ay+9ptv1lBTYyE7uxObTZCU5E1YmIbi4i4WLfLmrrsCaW62kZVloKtLdlA2myAjo4PCQicfsaHBSmZml4pWUVlpJDOzCU9PZ1lenonMTAPBwc6Or6DAxNGjHdTWGlXg6dChdjIymunf3/lM27a1kZXVqqRYP3XKTEZGF1arTQE0x44Z2L/fgNWqVXjkRqOdb75pJj/fytKlTqrId981UFpq45ZbnFH7v/xSR3OzlXvuicbbW0dCQjAtLTqmTIl0yQwp76GNzZvrKC3t5uabYxVprz//rMVq1XHPPQMUb9XGjdVERHjywAMDCAryYNy4YO6/vz8jRvgzY0aYkkq9t1250smBAw3YbII5cyK5+WbXBCXyuaVnMC0tguuvl/sUFnZQXW2gXz9fHntMepbr6ro5c6YZDw+tknwiP7+FsrIuPD113HefBOiOlOXLlw/CYrFz5YqcMDhk0dauLSEqyptbbx2oDNTffFNIdnYDM2dK+TAHVSAqypt589T3bbHYOXq0kT59fBVA/eGHBRQUdPHEE6MUYLhxYzmxsb4888wo/Pw8eOmlMapMib6+OkJCvPjiiwKsVsFttw1g2DD3HOSPPjoPwGOPjfhf8jOzsqRsmkMPXKPRsGRJPJMnh+Hvr+GBB4awcmUqqamumRbPnGkkI6PaLV2kurqL7OwqTCaryzaA8+cbOHKk0iUJinxWDw4dKuPChQb69QskKSkco9HA4MFhPPWUa6CHj48Hhw5Vk5fX7LIN4MqVdnJzG1m3Tk012bKlnE2bSpW/ExPDCA/XkZlZpdBj5syJoa2tmwMHXD3oDps1K5rqakMP+F3IgQNz0WhkH/Lww8PR67XMnRtLcXEHU6ZEk5OzmF9+mY7VqkWr1fVMNlxt0aJ4ystNbNwoPeRarYbrruvLiRNNKq62w/z9Pbj77gEUFLSzcqV81pkzo8nKalBURtLTI4mN9WHLliolcZOPj54hQwLIzW3m0CGn8sjQoYEcO9aq6OQ7rKLCyOHDzSp6jre3joMH6xQlH+e+BrKzG7BYZJ9sNNo4eLCe06dbVNKOu3bVkZ3dzLBhTodURkYDGRlNKl7//v11ZGQ0qDje+/bJMi8vHcHBsl+yWu188cVljh9v5q67+gOyLX78cSFnzrTywANykLHZBO++W8ilS5384x+y7xBC8Oabl6is7Oall4a5pTxZrdLT3dFh5ZFHBgAwZEgou3ffyuLFQ1XSxVFROuLjB/Hkk8/zxRffMX36/XR3j+Opp55Cp/Ng7tybGTp0CnPnLuWOOx7hjjue5rffuigr68Pf/z6Dr7/+gRkzlmE0zsDLaxStrZtpb+9g//4MbrxxEJMnBzN2bADJyWHcd99AF9WW/4n2XwWyx40LVA3qmzbJRnDNNWFKwIoQgh9/lOX33uvs2D/5RM6gH3ggCk9PHc3NFn76STbCRx6RyzIVFSZ+/rmxJ1DRPW/p1Ckju3YZ8PXVcO+97geGw4fNnDplITRUy003+SKE4MsvZSdw003uB4o1ayQtZNYsX2Ji9LS329m8WTb8Zcvk4HXlipU9e0x4esKtt/r0XMtETo5UdLj1Vrnfr792UlJiBTQsXSqXV8vKLHz4YTPnz5t5+ulQNBoNRqOdp55qIienmwce8HVJQgISjL39dgtZWQaefTbAZanp998N1NXZ0OstKs1vISCzR+t60XUQHOz6zFeD7KNHpXxffLwzoc2qVfJ3yRKZCn7cWGfZnDlO7vXvv8vf3jzvDRtsdHWBn5+GqCj3TWHTJhMNDYIpU9QTH4tFcOSIHFTT0lyXic+elb8OZZPeVlgoO+HBgzVuPWMARUVyQO4dOOgwB13EHXdUJppxKnKAU3vcEYjXW7Hjr8wB3nvTYBwqJqGhvZdD5SpFbxWR8+clWB892llndrugoEB6jhyT0+ZmG7W1Nnx9NcTHy+Nzc+WxvSea+/bJpe45c5xe7B072mhrszF+vA8jRshvPS/PQEGBkbAwPTNmyMGqqcnCli2yzS5aJNvsb7/Jtj57djinT6cxZ04EOp0zkr2lxcKaNRJozJjh5HWvXl2J2SyYNs1Z9uuv5dTWmlRZHn/4oZSCgk4WLoylpsZVIeLKlU7ee+8y+fntpKeH/2UihS+/LCYnp40pUyKVfV599RyHDzcxf360oo/72mvnyMxs4Pbb45WEF//61znq6rq5/fb+hIfLdNenT7cyYUIoDz88jG++uURWVj0LFvRhyJBA2trMfPzxBZqaTDz+uOQwVVV1sXFjGTqdhvvvl/I5K1ZcIirKm6efHq3ingJs2FDO1q01BAf7Mnt2DHV13axcWYJGo+HeeyWQP3askZ9/LsVk0igpz3/8sYisrGbmzetHTs4CDh2aT2lpJ598ks/EiWG8+qr7gKkdOyr57bcS5syJ4cUX/0Lgvseam038+ONlTpxoYsmSeNW2nBxJG1m8uB/Llw9yCzQcANmhltHbHCDjr9qTI5iyt3KFw2JiZP9bUyO9vmFhclJWVeVeSs+pZ+3qbQen6sipU00u2xwp4x3nCQ/3xmi0cfq03NdBKTpwwH3yGEBRuMnKqmPixHBSU6N7lEk6FKUShzLG4cP1TJoUoXCMs7LqMBrdT0TmzIkBNOzbV6vQMRxKFDt2uFJTAEW+buVKSSm58cZ+eHlpOXiwjoqKLry99T2rFLB2rdODOm+e9Nbu2uWkkUyaJNuvDJR0ToYcALe01Emh8fLSotFIL2pvGsnV34GD6+/Ty9PS2WmhttaIl5dWRSE5ckRSSKZNc+KKgwcl/pgxw4lTHNSXBQucq0i7d9dSW2tk2LAA5fitW6upqzMycmQgycnS4bB9ew2lpQYGDvRj/nyJafbvb+Ds2TYiI71YutR9XMi2bbVUVHTTv7+fKmHW3LkD+fPPm6msfJzp00eh1QZw3XWDVcdWVkqMMmHCAD79dAW1tfWcOHGCd955m9tuu40hQ+YDWiZOjODJJ5/Ey8tLocikpUURFOR02plMNv78s5KzZ1vYuDGF776b5PZ+/6fZ//xpwP+GzZql1ns7fryV1NQgli51zp5zcjqIjdXTp48nc+ZIEFxQYMBmE4we7cN998mP6LffGpk4MYCgIC2jR8uG9tNPdYwb58ugQV4MHepermnlyjYSEjyZM8eX8HD3g+cffxgZOVLP9df74O2tITvbhJ+flr59ddx8s3uQfeKEndGjvVi+XAKNXbvMJCZ64euLAlA2buxm9Gg9Eyd6KtkdN2wwEB6u5aGHAvD11WK1CrZvN6LVwj//GaxMSj77rAWTSXDrrYFMnSob/4oVbRQVWRg1ypPHHnPPh3z33Rba2+3Mn+/LnDnuktPIjvfee9XbiopshIbCyJGCGTM0nDsHS5bYOHJEi04H9fUaAq9inuzZY2fqVA3p6dILZbNJWsjIkXDbbXKf1laoqoLQUBngCNDYaKe2VoLT3tKC+/fLTvD2292/p/x8C62tdkJDNS5A+uRJG+PH6/H0xC1Ab2iQ6iiT3PQDJSU2pk4VJCa6B/YtLXbi4/WMHw/R0a4DvlYLEyf64efnx8sv+/PNN43k5Rm5+eZg7r47lFWrmpk0KQi9Xj5XRIQHkyf7K+od4eEeJCX5KyBJq4UpU7wV5RwAHx9BUpKekF6v3c9Pw9Sp3krmSICAABspKXr69HHW4eXLJqZOlWolDistNTNihCcxMR5KvMH5891Mnapj8GAvBdiUlxtIS9OTnOwE2ZcudZOW5su8eU6+7f79baSk+HHjjcFK2datrUyZ4s/kyX7Ks23YUM+IEb7ExHjSp48EFWVlRoKD9dx2WzTDh/tRXW0BdPz55wS8vDTExnrx4IPnCAjQc+ONMT3P1ElTkwVfXx1LlsgBqqCgg8uXO/H317NkiRy4T5xo5uzZNkJDPXnkkYEMGuTH3/52kpYWJw/1xIkW9u+vx99fr2jUXm2VlQbWratEq0XZ5+TJZtatq8DLS8srr0hP8YULbXz33RV0Og3PPSfLjh9vZMOGCoYO1TF/vryvTz+9yLFjzcyfH8ugQQF89pmcwT74oAx8+O67Qjo6LMyYEU1CggQcX3xRwLhxoUydGkGfPn7U1hpYs6YEm00osmm97fPPJUfrsceGodVqWbWqhISEYOLifBX1ik8+kde9777BBAR4YrHY+eCDCz33MoRJk2T/e9NNB7HbYfz4MCVhTG8zm2089ZTMEHXNNX0UcPpXtm5dCRaLnTlzYomNdYIbi8VGU5MRjQYmTfqLKGSkikt8vLMN9ba+ff1ISor8y4DBxETpuGlrc9W2jo31Iz29L52dZux2QWSkD2PHhlFbK3XVr3ZahIZ6kZ4uAan7a4Xh56fDbJZynVVVXQQGenL33UNYvlwNgKZNi6Kjw8KpU40kJUUycWI4kZHe+PvrqazscrsykJoaRWSkN3a7wGCw4OvrwfTpUZSWdnH0aAM33hjPjBkxxMb6YrHYMZttREX5MHWqTNl+7Fgj06dHu5x3yJAAxo4NxsdHT15eC+PGhZKWFsXYsSEEB3tRUdHpos4yfXoUQ4cGEB7uxdGjDSQnR/Lww0M5cKCelSvLeOmlkdxySzyZmfWcOdOq1Of8+TH88Uc5VVXdSllEhDfXXRdLa6uZc+faGD9ednxJSWG0t1tUNBKNRsPs2XLf7m4r/v7So9ynjw+TJjkxiMViIykpTKVYU1nZzaRJoURFeSt9ntVqx2i0kZISzuTJ8romk432dgtpaRGkpck2IYTg8uUO0tIiuPZaJ8jesaOGtLRwFi1yKhRt21ZFSko4S5f2Vcq2bKkhKSmEpUvjlHF//fpKRo+WgdfuZCHluWoYNsyfBx8c4HYCGhXlj8EQhN3eh7lz1eo/QtiYPj2UgQNlm9Pr9cTHDyA+XnrEa2ouMm1apYpffupUM6mp4Vx3nZq6cvRoA93dNhISghVlp/+fMCHEf8U/QHz9dalwWHe3VXh77xewV9TVmZTyp58uFpAtnnqqWCl79tkyAcfE/fcXCSGEsNnsYuDA0wKOia1bm4QQQrS3W0Rg4FEB2eLEiXbhzioqzEKnuyB0uguitNTkdp/ycqvQ6WqFTlcjKiutQgghrr++RUCteO019+ctLrYKaBJ+fk2is9MmhBBi0aJ2AU3iyy8NQgghrFa7iI2tF1ArMjNNPdeyCK22Qvj4VIjKSosQQojff+8WUCumTWsQVqtdCCHEiRNGASUiMbFcue/KSrPw9S0Q06aViv37u9ze1/nzRuHtXSBmziwXeXndLttzcjoFnBTTp5eI7m67atuLL14S/fufFw89ZOi5nl1oNAbh5WUQzc12UVkphMXi3N9qtYvoaLMAs8jJkXWwe7cQIMTgwULYe07/0UeybP5857Hvv28Q0CSWLu1QyoqKbALaxLBhHaK11eb2+V56qVVAhXjuuRaXba+/Ls/58MOdLtvsdiFCQ+V9lJW5nvett4wC2sQzz7jWmRBCnDhhFdAmEhI63G6vqbEKqBCRkVVCCCHuvbdcwFnx7beNQgghnniiSsBZ8ckn9UIIIR5/vFLAWfHppw1CCCHeeKNewAXx8st1Qggh8vMNAk6K4cPPK9d48skKASfFRx/VCiGEKCkpERMm7BdwUlRUyG+kvd0q4Kzw9s4Tdrvz/aakXBZwVuza5fye//ijRcBZcc01znb3ySd1Ak6K++93ttv4+HMCTopz5+R30dxsEVrtSeHhcUp0dFiV6/r45Ag4JsrLjUIIISwWu4iJOSngmDh8uL3nPdjFsGHHBBwUmzbJuli3rlbAXjFp0jEhhBAXL3YI2CGCg/cIs1l+B++9VyRgh7j55lPKff397/kCdoinn76glD3++Dmh020Rr7ziLLvjjlMiMnKneOedS0IIIbZtqxY63QYxf36W+OWXUvHww6fE7NmZIj5+p3j77QK371cIIZ5//pwYMmS3eOKJM8qzzJmTKVJSDohXXslTyhYvzhSpqXvEo48eF0LIvuvGG7PE8OFbxEsv7RElJSWio8MsAgPXClgljhypF19+eVGkpu4Uqak7hN1uFwaDRcycuUsMH75RbN9eIYQQoqnJKPz9Vwr4SRw7Juvu3XfzRHDwarFkyX6X+z1xokFMnrxTTJu2S3R2WoTRaBWRkesFrBKHDtUIIYQoKekQSUk7xbhx20VFhexTfvnlikhN3S0mTNgubDb5DR0+XC8mTtwifHx+FZWVru1LCCG++CJfDBu2QQwdukGYTNa/rEdHPc2evUNMn75DrFlTrNqWnV0j4DuRlPTn/9dz+Pr+JOA70dFhdtn2yivHBXwtXnstx+2xixf/KeAjsWFDodvtUVFfCnhPlJa2iuLiYjF69McCPhK1te76Frvw8PhGwNfCYLC4bF+4cLuAr8WGDUWiu9siNJrvhE73vfJt97ZVqwoFfCeuu263UnbddbsEfCd+/vnSX9bFhAmbBfwkdu2qFEII8c47ZwX8JO6//7Cyz8iRmwT8JLKyZP/xzDO5AlaJp58++ZfnveeeowJWiffec/ZDixcfErBKfPvtZbfHPP/8SQGrxAMPyPa8c2e1gDVi0KBtwmazC5PJKsLDNwpYI06elGO5zWYXcXGbBawROTmNyrnuvPOYgDXi00+dz/7555cErBH3369+t/HxWwSsEYcPXxAlJSVCCCEefPCYgFXi66/l8fX13QJWifDwP5TjsrLqBawRU6bsVcouXGgTsEbEx29RyrKz5X6jRu1Qys6ebRGwRsTE/Kn0t52dFuHr+4eANaK0VH4v1dUGodWuFR4e60RDg+wfy8q6hEazQXh6bhJNTbL/LizsELBBeHtvEvX17seiixfblX2amoxu92lrM4tRo/YIT89NoqPD+U1arTbh5bVOwBrR1ubaboQQYsmSLAFrxMqVJUrZsGHbBawRx441qvZ97bXTYvjwTeL118+4Pdf/jkno+38Hm/5X0UWGD3fOdA8fbsNotDNunD+RkXKmKYRg/Xq5NHbTTXLGabHY+eUXSR+55x45Y9y7t43iYhPx8Z7Mny9nlj//XE97u43U1EAmTnQfmPjNNy3YbHDDDQHEx7sPrFqxwoDNBjfd5E1cnI6iIit//ikpHg8+6D6YZd066QG57jpP/Py0tLcLdu+WARA33ig9fvv2mamutjN4sI6UFOl1/fbbLux2WLTIh7g4PUIIPvhALnvdeacvOp3kbD//vIwwnzXLT7nvF16ox2AQREfrmDnT9b6EEDz5ZB1Go2D4cA8SElxnlitWyCWwxES9SrlDCMGBA3LZ8NZb5b2uWWNFCFi4UEtIiIa4OGcgI8ChQ4LaWpm8ZeJEea5ff5Xb7riDHl4gfPmlLHv4YflrtwtWrDD17Od8Jz//LOt00iSdSkHDYXa7YOVK6YW/9lrXVYs9e6Rnct48V6pIaSk0N8uU6n3dyPpeueKggrhvfpcvy+3ugh7BSftwJA5yeNccFA9HvTmk9hxeC8cyrIOHbDIJ1fbemUMdvEIHXUQIoSSxCQ+XFygrk3UQH++peEtsNsGpU9Lrk5jorLeTJ13LHJKDEybI76uhwUJZmRk/Py0jRsjv6eBBqbgzdaqfElC0dWsL3d12kpP96dtXfv9797ZRU2NhyBBvpk6V/cD+/S1cutRNXJwnCxfK9v7zz3K5dfly6Qnas6eRhIQAFi2KxMNDi90u+PZbyQG96y65zN3SYuGHH+SS9R13yLLWVgs//liOzYbCqa6o6Ob336tobLQoknzvvluIzQazZkVx553xPPTQQPbta6Cuzsjf/tYfd9bSYubrr4u5fLlTUQDYtauOvXsbOH++kyeflNSN9esr2by5mvPnO/nXv6Rkzk8/lbBhQxXt7XZuu02e39/fg927Z/Lyy6NISAjmjTfOk5XVxFNPjUKj0fDVVxc5cKAGX1+dktxi8+ZyOjutzJkTS1JSBC0tJt5+Ow+LxeaWmrFixRVycppISgrHz0/PmjVl1NcbGTs2hLQ0uZL4yScXOX68iYSEYPr0kZ7O118/T1ZWA08+ORytVoPNZufxx3PJzW3n9dcnEBfn6k2trOzixRdPcelSO19/PcUtT7q3HTtWz759VZw718iiReoG6cgmmJTkPogdpKfRYLCi0eCWA+rgxrrzVIMzPXp9vWvqd4ARI+TKwcWLzWg0Gvr1k17/ggJX3rVGo1EyKdbXu8r4Oby9FRWdeHvr6dvXH5tNUFrqmmQmNVW2gczMWoX2MGuW/Jb37at22d9hDi7+7t2SUjVzpjxPb5qJQ3LOEci4YIFsD9u3/zXfe84ceczevU7FJMdKzM6d7u9n+XK5yrNuXTkmk405c6Lo29eXkhIpp+fpqePWW+Wqy88/lwKS733DDfJ+NmxwUlEcVIjeXO0RI+S76C3JCRAe7kxb7zCHJ9iREMcdLc8hqxga6hyL8vJaARgzJlgpy8iQmMThxZZ1IOv3mmtilP52+/ZqDAYbU6aEER8v28rq1VKGc8GCGOU+f/lF6sNff32scu0VK2RQ9W239f1LyUvHPrff3pfQUPcxaAcPNpCfL7Pg9taRLynpwmSy06ePD4GB7pV3Tp6U2GPiRNkG6uuNXLrUga+vjgkT1KvnGRm1XLzYSkJC8NWn+R9t/1V0kf79nQN4bm4zCQmeLFrkXL7Jy2vHz8/A/PlBTJkigfK+fc3ExQmmTg0iKUl2UGvXNpCS4seSJaEKEN2ypYHU1ACeeMI1oh5kQ8rKambaNE8efdQ9tULyeDuYMsWTxx5z6FN2kZamZ+RID6Kj3Q8WOTlWUlP1LFsmG8euXWaSknTExmqVwLhduyykpHgwf74EPBaL4ORJOyNH6nn4Ydn4srKsBARoGTBAy513yro6cMBEV5cgJETLCy/IZdkTJwycOGHEy0vDBx+4H3x27uzkwgUTISFa3njDdZm1qclCQUE3Gg08+KB6+9Gj3URGmomN9SQlRT7zsWNGkpN13Hab+zrYssVAWppWeb6ODsHly0aSkz25/XYtoGH7dgt9+gj69PHg2msdy2ZG+vQRBAfrmD9fNnSrVXDypJnAQLj3XveNPyPDRESEFk9PSE1VT5iamuzY7TZSU3XMmOF6fE6OpIlMnuyaTh2gtdVKYiIMHep+ybeiwsqoUYLERPfbDQYYPDhIAemhoXoGD/bBsYQcFKRl+HAvBWyHhuoZMcIXbQ85OyREw+jROnQ6J8907NhAVSbHwEAfRo0Kw9tbdqxms52+ff0ICAhWQHp1tZERIzRMnuysn9JSIzExFgYM8FXAOMDlywYSE72YMsXZRouLO5g2zYtJk2RbOHasnYQEKcPpAP5ZWS1MmeLJjTc6uUO7dzeTmurH8uXO7+rPP+tIT/dj4cJQZQBav76OlJRA5s8PQ6/XUltroqvLwujRftx6qxzQf/ihknPnOnjrLckPPnSomT59vAgO1nPNNXKA+/XXShISZLbYsWMDlbK+fX2IjfVmzBhZ9tNPFfj765g3L5IBA3zJymqkocFEcLAHDzzQH4AffyzFy0vL/fcPUCkO9Lbvvy/FYLAxe3YkkyeHYrXa+fRTKaP3yivDCQvzor3dwiuvyJSi77yTQESEN3V13Tz3nAwG+PDDcfj5OQf3KVPCmTIlnDfeOEd9vZEpU8JZsqQvLS0m3n1XnufNNyco38jf/jaE4cOD8PWV7/Djj/Npb7cwe3aMKhU0QEODkd9/LwXg4YeHYLcLfvmlmLS0SO67b5CSBOf77+UzPPPMiJ46LKa4uJOhQwMU2cHvvrvCqVPN9OnjyyOPuNHwBJ56KofOTis33BDPrFnu1RB625dfSjrK/fcPd0k2c/GiTNTjSLzjzlpbTSQkhBEV5eNW3iwkxJPRo4OUSe/VNmRIMCNHhtLU5MrPB0hJ6UtdnZHLl1sZNiyEhIRwSkt1XLnSyvTprrP06dNjyc9vprq6S6W/DDB2bBjp6XE0NUkwN3duHBcvtnLxYitDhqhpN/36+TNpUgRarUweM2VKFLNmxTJ6dAhNTUbsduGWHjBvXix791ZTWip544mJYSQmSlpEUVEHgwYFMHt2DCdPNlFc7EhQFsHkyWF4eWm5cqWDwYNdHVWzZkUzaVIoFoudri4rfn565s+PIS0tktraboxGmwulYfToYObPlxKAu3dXs2hRX558cijvv3+R774rZvr0KO66qz9HjzaSn9+G2WzD01PHjTf24cyZFk6fblEoI9OnRzJ9egRVVd3YbHZ0Oi0jRwaRmhpOd7dVRd8ZPz4Eo9GmyAWCBN4jRjjr2MNDy6hR6jo3mWwMHx6g6FMDFBd3MnJkIFOn9sYqrYwfH8zMmc7xNyenjYkTw1VUkf37G5k0KZzbb3emft63r4Hk5AglCFI6tRpITQ3jb3+TE47ubhvHjjUz7f/T3nnHR1ll//99Z9ImvVcIEHqv0rtgAUSxgbuKioqCu7qylvX7s+Iuq+uuil0XZW3YEVGwIp1QBQIhCZBCepuZTGYymf78/rgzk0ky0f3uWtDv83m98oJ5nvu0e24599xzPmdiYpcua1ariwMHjIwbl9BlGZC5AwCmTGk/zx871syQIYlMmRIkbTOg19sJCRFMnZrsp1Dcv7+RwYOjOOec5HYxH3a7i6NHDd7nBA+ePVvxq7Jk+yzWAPv2GTl2zETfvm2T+pdfNnDihIn09LbB45136jh8uInRo6XyZjK5WLeugd27TX7Wgj17mvn6ayOnTlmYPz84w8aXX5rYscNEY6OFqVODW6Q3bWph+/YWzOYWJk0KxWr18PzzFrZvb+XGG4NPuCUlbtavd3L4sIvzzpMK3bvvOtixw82ECfK31arwz3862LULFi2S37t5s5PPPlNQlAi/kvjUUza2b1dYvDgKnU4uHu6918S+fW7uvz+BhASt10JdT1GRg4ceSiYnp7NF3m73cNttdej1Lh5/PC0op/crrzSwd6+JhQtj6du3/betW9fMtm0e+vaVfmmlpW4++MDK0aMWLryw80xlsyn8619Wduww+zNGfvihk/37nWg0Nnr3lrJ8+mkHO3fauOQSh3/Ce+wxMzt3tnDNNcKvuH38cSubNzfTu3crU6cGnxlfeqmFb791ct11kZ0mmk2b7OTmOggP9xAbGywRERw4AJldzP8HDrg5dMjVjmUjEAUFbvLz3UFTqgM0NQlOnw6hoUG+u90ug14tFl9UOxQW2v3sITYbFBQ4/YlpNBoZnFhXJ03dkZEajh51UljoaveM/HwFu12+Q3R0EocORVFc3Ka4VVc7KSiwtkuYc/KkjeLiVjyewPTECtu2WTh0qIVhw2T7bGhwsnt3M4cPNzN0qDyWm2vi2LFmUlLavnvjRiN795oYP14uFC0WN++9p2fnTpM/uVRTk5PXXqtl+/ZGf1bXmho7a9ZUs3evkSVLpEK9bl0127fr6dMnnJSUMIqKLBw9aiYuLoTzzpMTxEsvlbN9u5H581PRagV2u5tHHy1l794m/vCHnt53cPHII8UUFrb6s6PV1Nj4619Lcbu13HdfXxRF4b77iigqsvHggwOJiQnlyJEmVq8uJi0tnLvv7hdUtnV1NlauLCQjI5yVK6Uy+s9/lvHVV/VcckkGv/udnOwefLAAk8nDVVf14MYb5bE77jhCr15RLFzYnUWLsklKSiIpqW2CKy9vYfXqQmbMSOOxx0YghGDVquN06xbDokW9uOCC9mwhEybIjHR1da3s3FlHerqOhx8e2emdX3zxFBkZOpYt60vfvrFs2lTF1q11nD5t5sor5aT+5JOFZGdHcfPNfRg2LIHWVhePPnqC6dNTefjhYYSEaKira+X5508ycmQCTzwxKqjVeNOmCk6fNjNwYBxPPTU2aB0GoqDAyPr1pcyalcmyZe1J6U+caOKDDypoaVGYObNrZb2uzsaxYyZ/EFdHaDSC48f1XVqqo6PDOHHCwJkznfm3AZKTIykoMJKfrycpKYnY2AROnDAEtWSDVH6OHOnMfQ2QmRnN9u317NkjFZ/ExHB27apj377gtHxjx6awb18Dn3wik7oMHpyAySTTpB861Bj0mokT0yguNvPRR+UUFZnQajXk5MSza5fBn4l06tR09u838dZb5VgsTkJDNeTkRLNzZwMffxw8kDElRc4H27fX8/XX0mqbnR1Nc7OT3NxGtmypDXrdzJlp7NhRzxtvlAFw6aXdqK+38eGHlRiNDkaNSsBu9/DNN/X+7KmTJydTWGjmyy/r/JbknJxoysqsHDhg4MgReSwjI4ITJ5o5eNBIRUWbfF0uD/n5zZhMEf4+5nB4KCgw+XnAdTot+fkm8vNNfn99i8VNYaG5XQKk/PxmTpxo9vPgK4riZSWRgcq+5335ZT0HD5qYNCnZX+7jj2s4cMDEzJlS8ayqauWLLxr49luz3885L8/Etm2NFBZaOPdcuUDesKGa3FwDdrvHT+XXEe++W8mePbINdrQqB6K6upUePSI577z2yu+RIyaOHzcTGxt8V//YMROlpZLByjfH7tunJz9fBmIG4tAhA83NTi68MIvk5F+QPza/MiU7MrJNYTp+XG7vjBjRZgH75hs5aJx3nmxoDoebTz6Rg8/ChbKBbNigx25XmD49zr8VvXat7JjXXZfeKaLehzfekPe59trkLtMjv/qq5BZdsiQWIQTvvmulqUlh3Liwdok3AvHhh22uIjqdoKVF4bPPZCe+9FJ5zSefOGhpgXHjtOTkyDpYs0a6SNxwQzgajYayMjcff+wkNBRuuSXCe52NAwecpKVpWLo0yvs8M3v2tJKaqmX58uAd69lnjRQXO+nVK4zFizsHJblcCs8+KyOEr7mm/erW6VR4771mzGYdV12V6X2mtPDMmye/sSM2bZLJdUaNCmHAADnxvvmmrIPFi+VC48QJF1u2uImMhCVLZL3s2mVjzx4HCQmCm25qcyV6+mk5OS1ZEhXUUlNf72b9esmFHizz5oYNsm4vuST49tmuXXJAnTy58zm7XaGqyoNWS7v05IEoKemaWQQk9SBIizTgp2D0ZXD0LTB87h8+NhIfHZ+PH9unhEdFtf8deA+f/hwREYPZHNnOhae2Vj4wLa3Nmn/6tFREAgODy8sd6PVukpK0dO8uy+7eLRWOceOi/YwNe/fKYxMnxnrroZWSEhsJCSGMHi3l98UXRmw2DxMmxJCZKev/gw8asNsVZsyIJztbtu21a6txuxXmz08mPV2We/11qQAsXuxziahnypQErr46k/BwLfX1dj76qA6NBpYskZbNt96qprbWztChMZx/vmzLzz13hsZGJ+PGxfvZR/761xJsNg+zZiUzZEgsX33VwI4dBhISwvzWo/vvlxbVSy/Nolu34IHTK1cWYrHIBDgTJiTR1OTg/vtPoChw9dWSF/vbb408/fRpGhoc3HXXALRaDR99VMnbb5dTUNDMqlXDEEIQExNDTABJ+4oVhzAYHCQnhzN1ahpFRc2sXn2SvDwTK1YM6XLceuCBw2zfXsfEiSntqPZAJuBYvbqIkhILV1yR7XVJk995550DCQ/XUlPTyurVRRQWNrNkiaQTfPLJQk6fNmM0OrniCmmFu+OOQxw7ZiIlJZzLL8+mI8xmJ8uW7eXIEQM33NCX7t2/P6XyQw99i83mIScnluzs9tbT11+XlvUrrujVJcMLQG2tbNM+/vGO8LVfpzM4Z29Wlmy71dXBGUMGDJCKVFGRkZiYGPr1k8rRyZPBlexAl5COGD5ctsejR2XmRl+SoX376juVBfxMKxs2SPYNIQQXXSTrfuPGYDzI0kI7b560sPsyil5ySTfvNVKBTkwMZ+zYJJxOD1u3yrlgwQLfNZ0p+Xy46CLffdrcSnzXBaPyg7ZENJ98UonJ5KBnzyhmzUojJiaU/HwTQgiuu04G2q1dWwqAVqvxu4y8917bfWfNknqAz2VFCOEPgjx82Ogvl5HhMxZo/H3M14Z83M1arcbvyudzIbHb5b+BLDU+a3/v3lKulZVW6uvtJCWF0auXbOPHjjVjsbjo0yfK/+yCAjN1dXYyMyMYOFC+w2ef+RLVpPp3oT78ULraXHpppp8BZe1aKbclSzoHMPvw8suyrm6+uVeXZU6dsrBhQw1ms4sxY+LbnfMtVEaM6KwjAOTnS31o6NC2899+K9t8YAApwK5ddbhcip8v/JeEX5WS7ZsknE4PDQ0t9OkTTr9+Uf5jBw82MmxYpH9i3LlTT3i4lQULEvzl1q8vY+hQWLxYlrFa3Xz2WQ0TJ0Zy3XXBtymam13s3FnHlCkR7bawA9HQ4OTo0UamTQvxM4SsW1fPuHEebr01+OANMpHM5MmCRYukcrJpk4N+/TQsXhzmzwb48cetTJmiYckSqUzU1LipqJDHrrlGHnv1VQuTJwtuuimM9HQZuf7CC81MmBDKvffGEBWlweFQeOUVE337hvHwwynExnaeeBobXXz2mYm0NC3/+EeaX8ELxPr1jfToEcbw4ZFccEH7Dvb110aSk21cfnkkw4fLd9u6tZrJkx0sXBh8ofHBBwbGjHFy442yfHW1ixMnGpgxw8Xll8t6eeklI2PGWLn99hA/Z/Pf/17H1Klw553RREfLutq3rwWn08HgwSFce23wHYe1a42MH69l4UJdO2o6AIvFw/HjRmbMgPnzO7+vwaBQXd3CtGkOxozpzDZQXOwkMdHGzJlK0LoDqK010LOnhZ49g55Gr7eTnNxE795y8o+IECQmavyuKdHRGlJTtX4f7JQUDRkZ0gIGkJgo6N7dg8MhFwuRkdCvn4bwcLefqiwtTSEjw4nZLBd5Wq1Cjx5uYmPbWDKcTkFmpo7ExDYlu65OIT092h9NDnD4cCtJSVrmzYvz99EdO8z07BnJvHmJ3nt5yMuzMWJELOPHSyX7669NZGWFcfXVyf5diI0bDQweHMnVV7e5LLzzTg3jxkVz001yG9XjUVi/voapU2NZulRaZ7/9tsnLS53EnDkpKIrCSy+Vs3OnkUsukf36zTerGDMmjuuv70a3bjoUReHtt2uYMiWBu+/u5XVTcrFxYy0jR8bw0EN9EEJw5oyVvDwTGRnhPPywdJd47rkyhg2L5Z57+hAXF8quXXpMJhdpaeHce29wK7a0ejWj02l59NEhADz11Gni4kKZOjWZSy/N9HPWajSCP/yhDyNHxtPQYOepp2SCmsceG05OTuesh198Uc2OHfVERmr5xz9GoSgKq1bl43R6WLKkd6dJrU12etasOUVIiGDVqs68za++WozZ7GT8+GSmT0/jo48qOHLEyPz5WSxd2tf7DYXYbG4WLOjO2LHJVFdbefVVSSf3j3+MQqvV8NlnVbz99hl0Oi0vvjguqMK/alUeFRUtjBmT9L2JZ0BS8x040Eh4uJb7729vgbfb3ezfX8/o0UksXhw8GZAPZ84006uXrkuLn8cDmZmxJCYGH8eTk3VkZsbRGtwQTk5OHNnZMX4lvF+/BHJyYikv7+xHDTByZDL9+8dTWNjU6Vz37lFcfHE2KSnhnD7dzIQJqcyenYVeb/f3/0BMm5bB5MlSIf32W2mEWrCgJ9OmZbBvn75LxpQrr+zJ9OkZft/hOXOymDYtleZmp39RsnBhNlOnpvLVV9JIdeGFmcyYkYbV6qKqKrjVf/78bkyfnsrx401+Kr1LL+3OlCkp7N7dEDTDX7dukVx7bW8GD07ko4+kcr527Viqqi5i8mQ5Tvz2tz2YPj2FoqJm6ups3vfrzuTJyXz5Za3/O+fOzWDUqFi2b2+zms+alUKfPrp2adRzcqLIzo6ktrbNBSg+Poy0tCi/sQOk4pyUFObPBgkyaU1UVNvcajY7yczUkZUlDQTHj5tJSopi5sw23+t9+wykpIT5qfcAtm9vJCMjnMsvb2MV+eKLOvr3j2LBgradmU8/rWHUqHh/7EhlpRyvZsxI9mef7Yjjx5upqHAye3aaP74kGAKV+kC+bJC7SAMHRnapZJeUWMjK0rXzRS8qaqFfvzhGjGjf14qKTISGapg8+ZflKgK/MiXbh+pqG01NTqxWlz8o5vjxZhobHbS0uPzbMlu21FNba/O7RNhsbr76qpFjxwycf74U8ubN9VRX23C5XPTvH3wVtWFDPVVVNoRwkp0d3Lr5wQcGysttREU5SE0N4cwZB19/bSEvz8SCBcGVvZISF1u3OjlyxMns2fId33/fwdGjHkaMkMqfweDhgw/s7N5tZ/58qey88YaVo0cdpKS4SU3VYLMpPP98Czt2tHDNNbLMxo2tfP55K2VlDm6+WX7X88838fnnNkJDtdx4Y/CO8eCD1WzZ0sSYMRouvLBzfcjJu4pdu5pYvjy5k6X47bcbKSgwM3SoDYvFQm2tg88+M3DgQA2zZ3euO6vVw8aNZg4eNDN3bri3DszU1DiJj7cRHy+wWj289lozBw+aWbjQxxNr5eOPTRw8aPRb6QFWrqwnN9fAvHlKuzTigc/7+9/r2LmzgRtu6KxEf/yxmVOnbDidrZ0UcICtW13eVOPOdunHfTh50o1e7yEkJPjk5XIpFBc7OXPG7s+22BENDW4aG92Ehsp7eDyyHfgCHxVFWuN9adDDwwU1NU4MBmlFiYnRUFFhp6ZGKtAajQaTyY3R6KahwWdpEdTUuNDr3d57WjEYTJSXO/zKu8Xiobra1U7GNTUuamvdxMe3Kd5Hj7ai17tJSWmrr23bzJSVORg5UiqEhw+3oNe7aW2FlJQwb12aqKpyMGCA7B9ut8KmTUby863MnCnb55kzrWzZYiQvr9kf3Lh9u4FDh+RW5KxZ8tgrr1Rx/LiFAQOiCQ/XsmdPEyUlrWRmhjNjRpKXP7+K3Nwm5s2T1tpdu4x8/bWeoqIWrrxSKvBPP13Cnj0GdDo4/3w5gT/wQBHbtzcya1Y8Q4fG8M47VWzcWEdjo53bbuuFoijceecJdu40sXx5n6D0U4qicPvteWzf3sjy5b0YNCiW48dN3kQRVp55ZjhCCJ55pph162R2t4cfHoSiKNx007fs2GHkxht7s3x5G02b2WzGbDbT3OzkppsOYbcLnnxyDN27R7F2bSmvv36G887LZNWqEUHbmdvtYdmyA0ycmMZddw3plBCmocHGAw/kkZwcxqpVw3E4PNx992HMZhfnn59JVFQIe/c28vjjJxgyJI5Vq4YDcPvth6iqsnL77f0599x0jEY7N964j6FD43n88ZH06tV5kfD559U8+mgBM2dmsmbNpE4TerB3/93v9nHmTCt/+cuYTnR0b79dzNat1TgcDiZN6jroEWRWxNJSc5eJL1paXFRXW/3Bwh0RGxtOdbXVz4XdEd26RVNebqa42ITJ1ExqqoaSkmYKC43teJh96NUrlqKiJg4f7uzOIYQgIiKEggITn39eSUZGFM3NDg4f1vPJJ50t06GhGkaNSmbfvga/7/q0aRkUFJj56qsa9u8P7jIya1YmR4408/nntd7snWHEx4dx6JCBN9+UFtDZszPYsaOeN98sw+FwExMTSnx8GIcPG3nvveBW8iFD4qiqamX/fj3btkkL+ODBcdTW2igoaGbnzuAW+YkTU/j22ybWrZP3zcqKbBcQm5YWQWxsKCdPWnjrLVlmypQUCgvNHDwoXUtBupEcPmzgm2/q/IuS3r1jOH3a3K4ukpLCKS+3UlNjxGw2e+tSS12dnaamNi27udmFXu/AapXjqNOpUFdna5dErKKilerqVj8NZUlJC3q9wx9QC9Llo6HBQY8ebbrC/v0Gamrs9Okj+4uiKGzfLscrH5d/WVkLhw+bOHXK4veZfvvtSurq7CQlhXeZ+Xbt2gqqquz07h3jt4gHw4kTZsaPT2Tu3Pa0jHq9nVOnLJSVWejbt3N/BigubqGqqpXMTJ23rpwUF7dQXm7zW/B937VxYwVCKEyYkBL0XmczfpVKdlVVK1qtoHv3NstCXp4JIWD8+Daf6m+/bQLw+ynt3WvE6VQYNSrOn6nt88/lSn3RouABjwCfftroLdOZ/9OHTz4xesvI52/YIDv1/PmxftaEjvC5UcyfH45OJ7BYPH5WC58F94MPbDidMGtWGOnp0qf6jTfkYH7ddbJDvv++Fb3ew8iRoYwbF4aiKDz6qPz2e+6JIyJCg8Hg5pFH5Er9sceSg05i+flWXnqpEY0GHnssK6i16bPPjBw92kJ6eiiLF7dfdcpdAR+TCej1ej75xIiiwKxZce1W9z589ZUZq1Vh7NgIsrN92Tnl9y1cKHcENm40YzJ5GDcuwm8df/55ySJzyy1J/gC8vXtb2LzZTFSUhjvvDN5Z16zR09jo5pxzdMyc2XlwWL9eujT4MmJ2xO7dTu/3BR+YiovlwN2vX/Dz1dUuQkIE6enaoJy8IBVqgNTUtvqSbhxtSjW0bVsmJMhyPnYQnw+97zdAWloIQuBXvFNStN5nub1lDWRlSeuT2SyP+ZTtQGOXz+UkMNNpaam0mA8fLvtjU5NcRISFCSZMkDI8dMiMEDB5coz3ngpHj0o5z5ghlbvDhy2YzW5yciLo31/ea+NG2T/nz0/xp7Vet05uj153neSDtVpdvPuutKbdeKPPDaSSyZPjWLasO1qt4OBBE/n5FlJSwpg7V7YNH8vITTd1JyxMQ1OTgyeekNH2jzwyACEEeXnNvPFGJaGhgocfHoDN5uK++4r8ZXQ6Le+/X82+fU2kpYWzYkVwq+n69dVs2dJAQkIof/pTfzweD7feegS3W+Gmm3oxbFgcZWUt3HefVITuvbcf0dEhvPrqGT7+uIbY2FDuu29QuwWPXq9Hr9fzpz8dpaLCSt++MSxZkkNlpZU77jgCCK65pleXnLNPPVXEvn16Skut3HNPZ0aRBx7Io6nJwZAhCUyfnkZ+vgmDwcHAgbEsXdoHh8PNTTftRVFg7twsBgyIY8OGCj74oBytVsOKFdLn/Pe/P0h1dSvR0SHcckvfTs9paLBx3XW5gGD27Cx/SvDvwksvneTAgUYyMyNZurS9L7bH4+GJJ2Sw54oVQ7t0k/HBl3o8MBtfIHysIr4smR3hY1wI9MMNhE4XSlJSBCEhgpKSamw2M+npUWg0UFnZ2Zo9YoRUoE6dasLh6GydnjNHWic3bZLt9ze/kW3uzTdPB33+738/CCHgrbdOU13dQmiohmuukdesWXMy6DUREVoWLfKxdsg+cf31MjZg7doSFEVh8OB4b3ZVB59+Ki3MPqYPX6BsRwghWLhQlvElkBFCcNll8pt87igdcdll3QgN1bB1az01NcG3DHwuI2+/fQZFUQgJ0XDppdK6u2GDvG9ycgSjR8vgy127pEI/dqys7/x8kz/+xOfuZbU2ofemKvbJ2WJpk0lkpBYhZBIaoNPOgMej+F1JYmPl9fX1crwMVDR98QC+IGuAU6davO8nDYInT5oxm51kZETQp4+89uuv5TfMnp3qd1HZvFlan3/72+BWbKfTzaef1nnrLHgZkLtBr79ezt69Br8O5cPx4yZCQgTDhsWh1Qafx+rrpX7jCwI9ebKZkBBBv37R7a4pKTHT2GgnLi6cnJzgzG5nM36VSnZdnQ23W2nn93jggJHwcI3fb8jp9PDNNw1kZkb4V31ffVVHeLiHefPkis9ud/P225X06RPOggXBtykMBgcbNlQwfHgYl10WXHGrrrbx1VdljBun4eKLZYd4/fUqevVycfXVwQduWaaeAQNsXH21XG1u3GhBo2ni2mvxWznXrq1n2DC735Vi924r1dUGLrpIywUXRKAoCs88U8Ho0Q7++MdIhBB89lkzJSUG5swJZelSqUiuWlVDjx4eFi2KYu7c4BbqP/7xFOPHh3HHHSkMHtx5a1T6Y5YzfXoMf/pTt04pqzdsqMNub+aaaxLIyvL505YycKCD3/42PmgdvPPOadLSarj+eqkI1NTY+eqrIkaPtjJ3ruycL71UTvfuFm69Vb73mTM2Xn+9hPHjNaxY0RYk8j//k8/48R7uvTe5HfOFDy0tbp566iQzZoRy332pnSbfhgYnmzdXMn48XHFF8M6+adMpuncv57zzgvtnnjhhJiLCwpAhQU9TWWnDbtfTt2/wjG4AdXVWhDCTnOzyfpsGlysEkG0iMtIFmLHZ5MCcliYIC7NQVycXCKmpIcTEOKisbAvE6t0bFKWV+no5GWRmKoSHN1FV1eaHmJbmQlHMGI3yufHxChpNK62tbe/a1GQFWgkPb5tMDh0yotPZ6d8/3Pu7BYPBzsyZUeh0so3s3FmPTtfCpElSpiUl0nI1cmQEAwbItvb5502EhMCVVyb5ZfPGGw107x7Jb3+b7n2+k3XrqhkzJpbrrpMT6Pvv1yCEm8WLMxg2LBaLxcUbb1Swa5eeyy+X161ZU0nv3jpuv70HoaEaqqttbNxYzbRp8SxdKhXzp58uIykpjMWLs5g5U7are+8tYNKkBP74x9706hXJ88+fITxccNFFaVx7bXdsNjcPPniSadMSeeSR/u0ornywWFw88MBJpkxJ5pFHBpGcHM6rr8qAvOHD43jkkUF4PAq33nqUUaPiufLKLObOzaCw0MyaNWWkpITx/PMj2lm5fMjN1XPkSDOxsSGsXTsWIQS3336UjAyZfOO3vw3uk3nkiJGXXz4FwEsvjSMurr3Fa/fuevLyjERGannyydEIIRg1KpHTp+fz3ntTCAnR8NBDx4iODqF372geeGAoVVVWnnqqiNjYUP761xFkZ0fx2mul5Oeb0Om0vPbahE4Tstvt4Q9/OERYmIZp01K5666BQd83ECUlZl5//TSZmTpWrx5HTEx75feTTyqxWj1ceGF3rrrqu11FAI4fN5CeHsHQocHdRQwGN6GhkWRkBB8TNBotEAEE3+UEyMiIw2YTfoV98OB0bLZQzpzpbP2Oiwtn9uxuWCxOP+NCIC68sBtTpmSye3cjjY02rrwyh/PO68aOHY1Bqfz69Inj1lsHMWBAAk88kQ/ADTf0ZebMdD75pJLGxuCsKDfckMOUKUm8885pWltdzJmTxcUXd8NgsPut0L/7XT9Gj07glVeke9C8eVnMmZPJ6dMW8vKMQe971VU9mDQphU8+qfJbk6+4IpvBg+N4770z/sV9IBITw7nllt4kJobx9tvlQe87d24GF1yQRn6+gYMHZb395jfZ9O8fyZtvFvsV4Msu605cXChffimV0e7dIxk3LomqKislJVIe2dmRxMWJdoughIRQtFo3TU1tSn5MTCiK0rbA0mgUwIWiyO9yuxXsdhmj42v7lZUWwNmOWvbwYRPh4YJevWQft9vd5ObqSUsLZ+hQqUPs3t2E06llzpzMgKQ0DSQl6ViwQI6Fp05Z2L69kQkTErnwwuA6zdatjZSVNXPRRSmMHRsftAxAbq6B1lY3Q4bE+v3E2963GQjpFMMRiOJiC1FRWrKy5LVFRc14PC5GjWqvEx09amTgwDgmTeo8J/8S8KtUsg0GqSj4LFsgG5fN5vEHFxQVmXE6FXQ6LXFxchDev99IS4vL70O0c6cBq9VNZKSWnj2Du3Rs3FiH0+khJSW0U0SsDx9+WIvLpZCeriE2NoTSUhvffttCfb2dWbOCu2Xk5dk4ftxOfb2dc8+VCuabb5ppanIzdqwUW0GBnb17WyktbWXOHFnmxRf1GAwuhg4VhIYKcnNbOHDASlmZmUsvjUJRFB55pJb6egczZ4ag02koLrbz9NMNHDli5q674oM25E2b9HzxhZH8/CbuuSd45/z0Uz3btjVx4oS5Xcp6H157rQqz2eVnijCZHGzZ0sjJkybOO6/zBNba6uaTT+qoq2vh/PPjvO/RiMejkJGhEB2tpaLCzrZtzdTXtzJ/fqy3DqpxOhVycjRkZUnlYPPmBrZu1VNU1Mjy5cH9T5988gylpa2YzWbmzeu8+HnnnQZsNg+JiQqpqZ2tVlVVDk6etGE0tjJqVPC2UFjowGZT6N07uNWrpka2XZ/1ORj0ejeK0mYt9m1T+3y8fTRXra0+i3coDodCba2cwOPiQnC5FFpa3DQ3u7zPk32lslKWSUsLxW73+C3b8r7y/nV18h2jo7V4PGA0tlnofIGSgenYy8vttLZ6yMmRdXLsmLSIB7pWHT7cjNXqZtgw2T/37ZMLgG7d2ji4t283YbUqjBrlCxCyceCAGb3exaxZ0rq5bl01VquH2NhQcnJkO3vhhTIaGx1MmybLvP9+NRaLm0mTEhgwIAaLxcW6ddUUF7f6F9MvvlhGc7OL5ORQsrMjaW528uSTJZw61cKSJTIwbOvWRjZvrufoUTMrVuRgMDh45JFTFBa2cMstPdBqBU88UUJhoQWDwcn11we3Cj30UBEnTlhoaYFbbsmhqqqVP/7xBIcOmbn77v4kJITxzDPFbN5cS1GRhWefHU5rq5uFC/ezd6+Biy/O9PNpB6K21saqVUXk5jbxyCPDGTo0ngcfPMH69TW0tgrWrDknaF+vqWll/vxdnDlj5+GHhzF3bnvWEZPJwdVX72HPnkbuu28Igwa1jWGJieEMGRLPpk1V/PWv+Rw4YOCddyah0Qguu2w327frmTu3G8uX92XfPj0333yQI0eaee21ifTt27nP/c//HGXdujLCw7W8+ebELq1iPjidHn7zm+3s29fIuedmsGBB+wBKt9vDffd9S3FxCxdemP2dAY8gU6EXFpqor7czYEB80DLV1a04nUqXWScdDjcgggZZ+yCpBUVA3ISk5JQKV2d06xaNxwO7d3dOgZ6SoiMmJgyLxcXbb5eSnh5JWlqUtw2fCHq/66/vT16eieeeK6KqqoWBA+MJD9dSV9fKM88UBL1m9OgkbDYX1dWtvPVWCaGhGkaPTqS21sbf/y6vWbCgO/n5zWzeXM3Jk83odCH06hWN0ejghRdOBb3voEHxOJ0e6upsfPCBVJhHjkzEYnFRXW0jNzc4U8r06anU19tZu7Y0qC95WJiWQYNiaG1188or0qo/aVKK37Xh2LEmAMaMSaKpyelnMxFCkJamQ1FkNlWA1NQIHA4PFovL728dFxeK2634ubDlM2V7bVOyfTkL8P6W/ypKW9vw8Wr73JMURaG+3o7drvhdK4qKLHg8EBsb6nfnOHCgCbcb+veP9t7Hw9atevR6F1Onyjlvw4ZqFEX6lHfV9t9/vwqHw8PIkbHfqdQeOmRk2rTkdv7fPhw/bsLlImh8iO/dGhrsWK1uv/vu6dNmPB6lU4Dx7t31FBSYOvlp/1Lwq1KyfVs5zc1OUlLCSElpm8RbWlyEhWn82yjHjzeTmBjmXwV6PAqNjXaEgLFj5WR84ICRqCgtc+Z0vRrbv99ASIjg8su7difJzTUiBH6/zq++MhATo2Hu3IRO1l4fNm1q8qYBj/H6xzrIz7d7LXnSYvLee01otdJ1ISpKQ12dkx07WhACbrpJfsMbb8hBYenSZHQ6DTt3msjPl4FoPv7qJ5+USuk11yT6E4MEwuHw8OSTcjvtwQd7+H1mA+FyeXjsMTkg/r//16OTxa621kFxsZWwMOF3vdm5U24pzZqVTFJS53vm5uqJitIyenScfwV/8GATISGCiy6S775li5G4OC3z5ycSFxeC0+nhwAHpinPrrVn+d3vhBbn1eP/9vUlI6KzgNjTYeOMNOWH97W99gk6I27ZJy8s11wTfsdi1q4nERC3TpsUGZaFRFIXWVjehoTBgQHBfOIPBSVpaCBkZwZVw332SkjR+RVyrVcjK0hLpFV1UlIbk5BD/AJ6eHkZ0tIawMOHneu3ZM4KMjDAqKqSVKisrlMRELfX1coLIyAjzspC0TVZJSaGkpoZSV+dzKQklIUFLS0ubkh0bqyElJcRvbTKbXSQlhZCYKP8A9HoHcXFaBg6Ug6nkoJVJcoYMkYNyaWkrsbFaxo6Vbd3hcNPYKBOCTJ0q++w33xi9fNaJ6HSyLrZtk1u3N9wgrc+HDzdRXGwlPj6URYsyvTs7pQwbFsNtt8nt4/Xr5SJ44sR4Bg2KwWZzs3mz3Gb1lXnttUrMZhdTpyYybVoyHo/idx25++7epKSE89xzpTQ1OTn33GQuvDCVqqpW/vlP2e6eempIUBeso0dNrFlTjkYDL700DI1G+ng3N7u46KI0rroqi2PHTDz4oFSO/vnPkaSkRHD//SfIyzPRt280TzzR2eXBbnfzxBOnsFhczJmTxu9+15tPP63hL38pQqOBf/1rTFA3EYPBzkUX7aSiwsro0QncfXf7AENFUbjttoOUlbUwalQif/xjZ8vy6dNmlizZC8Cf/zyc0aOTuOuuI+zbZyA7O5LVq0dx5kwLl166C7vdw7JlffwMI4FYt66Uv/3tBCEhgjVrxgVN890Rjz6ax759jXTrFslTT3UOoHzvvVIKCkxkZ0exdGnwANRA5OXpSUwMZ8CAuE4c2z5YLE6io0PapWtvf95FamrEd6aCTkyMICMj0quQQ1ZWFKmpunY8zIGYNCmdiAgtJ0+agp6/9lppof/880pvTMBgADZvrqShoXPQ4ahRSVx+eQ9sNjfPPlsIwL33ygRH771XhsnUeWdN7opI+b/9dikej8KyZX3R6bTs3t3A0aNGUlIiuPrqngB+nvTly2W9f/llDQZD8B27pUtlbMH775f7n3X55dmEhmr44ovOCwuAefNk8pXa2lZ/kpOOuOEGed/c3EZaWpyEhGhYsKA7ERFaPv9cuplNmpRCeLh0D2tokOPj2LFJREZqOXHC5H+fnJxoEhPD/e4p8fGhxMeHthv7k5LCSUuLoLVVKuI6nZaUlHD//KLRCFJSwklODvMvDHxlfE3XYnGRkRFBamq4X6EuLW0hPT2cQYPadk/q6+2Eh2s455x4QI4tMTEh9OsX5XfJyMszodWKoIoxyEVoQYE0cPgCJbvCl1/Ws317I8OHdzYUGgwO73gefKe+rs5GZqaObt10/nGxsdFObGxIJw71w4flmD5mTHBSibMdvyol25dIoaKilYYGhz/bUUuLiz17DGg0+K1be/caMBgcfgL4wsJmjhxppF+/CP/2xUcfncFqtTBjRlfJZTy8/vppQkNtXSritbU23nmnlIwM/L6e69aVYbXqueKK+KDXyCyFBYSFVXLNNb4sTg2Ul9dw/fUhJCdLxWb16jKSk1tYtkw28meeqaWqqpnf/S6enj3DOHXKyssvn2bQIBe33iob6EMPFQGNPPhgMtHRWnbvNvDcc8eZMMHNn/8cfKHwzDNn2Lq1hssuS/Qrrh2xalUR+/eXs2hRIjff3LkDf/ihieLiaBYt6ktiohxQPvrITERECsuWBd+y/eKLcurra7jwQtlR7XY3b755mIiIOubMkYuId98tw2RqYP582TFzcw1s2VLKOecIJkyQ173xRhmbNpUwb148y5d3nswBVq7Mp6ysmmXL0pgxo7PPZ0FBM+vXH2fQoBbmzw/eHjZvrsJgqOGCC4JPpg0NDg4fPkl0dBVpacGtCBUVFurqjKSmBvffBCgtrUOvryExUS4qTaYmqqrK0WjkVqZO56axsZ66OrklGh2txeUyUFRU7Q/AycpyUVOj929H9+6twWBo8jMWSEW5lePHDZjNcoJITtZQX2+lvFxOKtnZoRiNFgoKmvzvZre30NBgwGaT1u6mJielpTVERDT7FZ5jx+oxmRrIypK/z5xppajIRFZWiN+6snNnA83NFn/mxxMnrBw50sTgwaGkpckFyvr11TQ1mf182SdPWnj//Sr69g1nwQLZH599tpimJisrVvQkMjKE3Fwjhw83U11tZ/78dBRF4e9/P01YmIcVK3oC8MYb1Rw6ZOGKK7KYMiURs9nFQw8VkZ4exsMPywQpa9dW8Omndcyfn8Ydd+RQUtLCI4+cYNAgHY8/PhAhBHffXUBDg53bb+/ldy8JhMvl4YYbjhIRoeWBB/oxZkw8r79eyauvVnDBBSm88MJQrFY3ixbtJykpjDvv7MvFF2eyZs0ZnnyyjNmz03j33bGd3CEURWHZsmMUFFgZOzaR118fw9GjJhYt2s+0aUmsWjWYGTM6LxQrK63MnLkTnS6EPn2i2bBhcqfkH/fem8fHH9cyfXoq69ZN6pRt0Wh0MH/+LlJTdVxzTS/uvnsQf/nLcdasOcW0acls2DAZp9PD+edvpVu3CObMyWD16lGd3uWzz6q47rpczj03jaeeGs20ad/PKvDhh2U8+OARZs3K4K23pnbKUGc2O7nzzkNkZ0fy+ONjvteKDbBjRx0NDTZmz+6aR/vAgTpaWmz+hBodYTDYqa+3fWdmSo9HQ02Nw8/uk5Sko77eRUVFcP/iiRPTcDo9fPxxWVCr7fz53Zk4MYXNm6vIzW1g2LBEbrmlLyUlTV1aph95ZCTDhyfw+OPHKSxsYsqUNG66qS+nTpl4/PH8oNdccUVP5s3L5ptvGvjww3KSkyO4774huFweHnwwD5BUjgMGxLJ6dRHl5S0MGhTHsmV9KSuz8PTTRUHvu3BhD2bMSOXTT6v8WSOvuqoHOp2Gf/7zdNCA0LAwLbfd1geDoZU1a7qyksdx2WXdyctr4sMPK/z3FcLF2rUnURQFnS6EOXPSKCtr8mexnDw5BZvN3U7B79cvBoPBTkWFHEOTksJpanJSVNTmhqfRuKmrM/t9ssPCNDQ02NHr5eJCCIHFYqO+vsU/NrvdCg0Ndr/122bzcOaMFbe7Tc5FRRZqa+1+v21FUfj882rsdrvfULF9eyNVVWbOPVfOV1ari3feqUSn03Tyofbh22+N7N5dx/DhUQwe3LUrq8ejsG+fXMgExrn53mXr1hpsNrvfqt4RFRVWqqrM7YLh9++vo7m5tV2gpKIohIdrGDw4nhEjvj8W42zEr0rJ9sEXJODzyT5xohlFgT59ov0D6969PpL1eAB275YW3xEj5G+r1cXhw9ICHZiJKRAHDhhoaXHRs2cU3bsHt2L4tmdGjYojLi4Uo9HBrl0GhIDZs4Pfd9cuIxUVNhITQxg/PsbLfCB93ObO9WWcq8dodJGTE8bIkZGYTC6efbYOjwcWLZKd6tFHy7wpqaPJygpn924jW7ca0GgUFi9OxeNRWLFCDp6zZ8f6ecEDUV9vZ+XK0ygK3HBDRlAL7cGDRlauLMTp9HDTTelBA/bWr29CBi7J+j161EpJiY2IiBAuuCB4PRw6JFew55wjO9fOnXW0tLjIyYmiW7dIPB6F3FzZ0adPl2W++ELW08SJ0u3Fbnfz0EPyGxcuzAg6sRYVNfPii8W4XArLlwff0n/ttVLvfROCRlvLrFqyDU2ZEh/0HoWFcjDu27ct+2JHNDbKwThwF6YjfAGLvkAZH/+1b1fE5yblcwUB/DsFvkxwvsVmSYm0avXuLX+fPCl/azQaevaUCm5pqY8nWN6juNjmvYeu3TUAycntn+ObGALpCn1uLL73rK6WE05gDIXvmT5Gn4MHpe+jbwJxuTxs2yb78MyZsv28+660RE2cmIBOF4Jeb2fdugpcLoVFi6Rl++23qxACli7NJiJCyzffNHLsmBmdTsu8eam43Qp/+1sJIFiwIB0hBC+8UIbB4KRHj0imTUvCYHBwzz3SsnzVVVlERYVw773HcToVRo+OZ+TIeHbs0LNuXRVuN/zhD8Gzpa1eXcqhQybCwgQrVvSmsrKV228/DsCiRVlkZen4/e+PcuKEmbAwLQ8+OJA9ewwsX34Mj0f6k44cGd/pvk8/XcratRU4HB5uuKEnFoubOXN209LiJjNTx113dbbgHjpkZNy4bRw92kxtrZPt22d0SrX86KMFPPZYIS0tLu68czD9+7efhB0ON5ddtpuCgmYURfDMM2N4/fUS7r8/D5vNze239yMzM4KZM7dw+rQZl8vDm2+O6zSm7NhRx6WX7sTpVBgxIpFbbw2e+TEQR47oWbx4F4oCF1yQxdSpnYPQV648QnW1lZQUHZdf3vN77wmwZYtsU+ecE9yI0tRkp7KyhYgILdnZXSkU0uXju3i9ff3E5w4THS37UTDaPYD+/ROIiQmlurqFysrOftsRESFMny6NJqtXy7Z69dW98XgUnn46P2gK+AED4hk/PgW3W+Geew4BsGRJX9xu+Mc/8oM+JyxM6+XMFjzwQB5ut6SEVBT4+ONK9uxpoH//OEaOTMDh8LBypQw4XbSoBx6PpHcMZq2Pjg5l5kwpwwcfzENRFEaNSiQlJYLaWhvffFMXtF4uu6w7Ho/CunVlfsW2I84/Xy6YfH7iU6akEhWlpbDQxPHjTQCMHy+VUF/q+DFjktBoBIcPGzGb5X379ZPtv7xc1ouPqcNgcPgXPr5YBl99+xKp+MZHaEux7rPq+8b+hgb5uy0PQtvCwkdD6CNoqK62YbW6SU4O8z9j/345N/p0nP37jbhcCn37RrdjLgnEli2+YM/E73QVOXXKTI8e4cyZk+o3SvrQ2CgZVmJiQrrMaltaKvuEj0lIURSKiuQuQSCLUUVFC59/Xk19va3LnaKzHb+qtOplZWUA9OhhYdo0D3FxBsrK3Njt0Ywdm8CwYXFUV8vVXr9+rdjtdtLTmykrs+Jy1TF2bKg/m1JVlZm5c6Xvql5fhTeA2I+MjAysVpk0YurUCP+zO8Ll0tOtm47LLpMW4Ly801xwgUJEhAajsQpjwK5WUlISMTExmM0uhg8PYe5cDeXlZ7BY3Awb1kxkpI3Bg02UlZlxucJISAjh9tszqK6u5tQpM2PHNhMVpSEzU09paSORkQ1kZNj40596AlBXZ2H06FbmzEnBaKyivNxJ9+7NuFw2Fi0KwW63Ex4uO3hjYyMWi4XTp1sYPtxKRkYEAwe2UFbWQlhYGJkB6QxPnixhwIBWLrgglZwca7u6SEpKIioqmpSUEDIzHQwf3kRZmZmGhlr697cyYYKbmhq5JdgzgBi6urqa3r3tmEwKGRktlJWV0dBQz/TpIYwfLzuhweBg3Lho7PZGXK46yspAp9MzZoyDCRPclJWV4XbHkZmpIzY2lPPOiwwqp4ICI0OHKowa1YshQ+LbtSUfwsL0DB4saRLNZrM/AYHZbEav12O1upkwwUl5uYOYGANlZcZO39TUVMf557sZONDe6f7R0dEkJyeTkRHG6NERJCToKSsLbs0ePDgUnU5DfHwIjY2NdOtm5Pzz7URFNVBW5sTjsTJzppucnLZJZtSoOIYNa6Wi4gwej47+/a2ce64brbaesjJBVlYMvXrp6Nkzwv9NU6bYyclxUVNTjtVqJjtbx+DBws9OkpERRv/+kWRmhvtTHvfrF8WoUbF+BTokRDBmTBtbD0Dv3pGMGBHrV/w1GjjnHEl/50OfPpE4nR569dJ561/DkCFRjBsny+j1TsaMiaOuzk6PHrJMaKggJSWMhQszvW3IxqBBsaSmhtO3bzQej4LF4qZv3yiWLZNyMZlcZGVFcPPNPfwJabKzdbjdCldcISd5l0shMlJam4UQVFfbSE4OY9iwWBYulNzVISEadDotf/6zdK+oq5Pp1O+4I6fLeA6z2YVWK3jppWHExIRQUGAmJiaEqVOTWLy4Gw6Hh6YmJxERGt57byzR0SFUVtrQaAS33dazy8j/yko5Ad9zTx9iYy3k558mOVlmzXzooSTKy6ULi2+8ASgqqicsrJH58+NYubIXDkc9gU20R48eFBU1IwS8/HJvBg92dGrDTU0OXC4T6ekRbNo0lYgIhdLSMnr2tHLbbf0ZOdLN8eOnCQ83MHNmGG++OYmEhPbjDUBhYTUZGRbmzMnk1lsTqK6ubjfeBO/D9XTv3srEib1YsWKwt37NfuYHRVFwuxvo3dvGypXdKS8/02m8cTg6K3vZ2TZycoQ/I6TdbqempibguhYuuiiK0FBBRUU5GRkZncZQj6eR2bPDGTDA7X/3jmPo4MEetFodbneTlwLTw6xZ4aSltQQdbwDmzYvBYLBRVFSM2y3HxMBvuvLKOD780El8fDMlJaVkZQkuuSQKi8VFYWEl48bldPqmpUsT2bFDXnPyZDHp6VoWLerGgQMmqqqsRES0+uXkw7nnapkwQSEx0UVjo530dB133DGAzZuPUlJSSmZmC8uXJ3DwYBEREQZKS0sZOTKZc89Np6HBxunT9f4g7kAsWKDjvfecxMdLnuno6FCuvjqer74yU1dXQVlZe1eT6OhoBg1KZuLEZDQaN0eOnAzqYjRxomRPSk4Ox+Fw09xs5KqrYsjPd1NcXEJMTBKjRikMH+4mMVEu9qOiQpg4MYW4uCby8k6RlRVJnz42hg/XEBZmpqysjKSkJEaNSiQiQkNDQxNWq4m+fe2cd14YQugpKwslJMTMjBmadswhkyeHYja7qKwsx+3WkZVlYdYsQUxME42NjURFJTByZBxxcW1tPympiZkzFVJTTZSVlVFebmXKlFji4iL9bS8zs5lzznHSs6ecP+vrDcyapTBsWHu1L7A/hYQ0MH68h/HjPf5vCtb2ysqa6dbNTFpa2zjga3vNzS4uuCCCmBiFM2c6UzVGR0cTHq5h1KhEhg6NoqysjNZWFzNmhGIweLBaaykrkwq+waBj4sRUUlMj0Ov1ndqeDx37U1f6mKy74Ea9HwuiK7L5XxqEEL+OD1GhQoUKFSpUqFDxY+GMoig9f4oH/WqUbBUqVKhQoUKFChUqzhb8Kn2yVahQoUKFChUqVKj4OaEq2SpUqFChQoUKFSpU/MBQlWwVKlSoUKFChQoVKn5g/CxKthCijxDiJSHEUSGEWwixrcP5DCHE497zFiFEhRDiNSFEJ7JSIcQgIcQWIYRVCFEthFgphNB2KHOOEKJACGEUQtzb4dy/hBBKF3+Tf5QK+AXi+2TmLVMWpA5rg5RTZfYj49+UV4YQYq0Qosrbzw4LIX4bpJwqrx8JZ0u/EkI84r0utEP5d4PJSQhxk/d41wTSv1KcLfOXKrP/DkKIS4QQeUIIuxCiVAixIkgZIYT4H68MW4UQO4QQIzqU0QghnhNCmIUQuUKIHO9xnRDCIYS4r0P5gV45fB3keVVCiJd/4E/91UAIESKE+JMQ4pRXbpVCiCc7lDmrZPZzUfgNBuYAe4FghI2jgQXAGmAfkAY8BOwRQgxRFMUCIIRIAL4GTgAXA72BfyAXD4GV9BbwDHAKeFoIsUNRlN0B5wuB64O8R3AG/v+b+D6Z+bAOWdc+tOPFUmX2k+E75SWE0AAbgSTgbqAWuBx4UwhhVRTlI285VV4/Ls6WfrXHW24ksD+g/ETA6v13V4fjZYqiVP9bX/nrwtkyf6ky+w8hhJgErAdeBe4ExgGPCSE8iqI8FVD0T8D9wF3IMWwF8LVXjr6F7m+RMrgYmAW8CJynKEqrEOIwst4D4ZPPOCGEVlEUt/edegCZwG5UdIW1wLnAw0h5dAcGdShzdslMUZSf/A/QBPz/A2Bbh/PxQEiHY/2QOZ6vDTh2L2AEYgOO3e2tjFjv7xTgYMD53wN3Bvz+V+B59e8/k5n3eBnw9++5jyqzs0BewABvf7qow/FvgXdVeZ0dcvIe/9H7lXfM9QB/CDjfzdtGXgA2dHheEfDmz11/Z6PMfqr5S5XZfyXDL4AdHY49ARiAMO/vCMAEPBBQJgpoAP4ccOw5YF7A7zMB/3/Se08RcGwN8ApgA0YEHL/KK7s+P3f9nI1/wAWAExj0HWXOOpn9LO4iiqJ0zona/nyToiiuDsdOIgefwNRbFwJfKIrSHHDsHUAHTPP+NgBZQogpQoh0pLWu+L/8hP9z+D6Z/S+gyuwnwL8hL98Ws6nD8SYgMNWXKq8fEWdLv1IUpQlpUQ204EwESoANwATfQSFEElJp3PMDvfsvCmfL/KXK7L/CCOQuQiC+BBJoq7eJQCzwnq+AoigtwCdI2flQCvxGCJEohLgCuXDyYbf3ngMDjk0EtgEdLaYTgXpFUU7/R1/068cS4BtFUU58R5mzTma/mMBHIcQwIBI5qPgwALkd4IeiKOXIwWyA97cbuAfYAtQAeuDjIPcP6fj3o3zIrx9LvD5NJiHEB97tlECoMjs7cBy5lb1SCNFXCBErhLgOmITcOvNBldfZgZ+iX+2h/QQyAchFtpMUIUQf73FfGXVb+9/Ejzh/qTL7zxBBB5crwJdC0qdcDQDcSDedQBR4z/nwEtAXKZt/An8IOOer74kAQoh477W53r+OCpu6COoa44CTQohnhRDNQsYjrBftYwzOOpn9IpRsr//oamTFfRlwKgFpeesIo/ccAIqivI70i8tRFOXSIJaI0chtiI5/Kv53+Bi4FekzdRdywN8phIgLKKPK7CyAIve6LkSOASeRFu2XgSWKonwTUFSV18+Pn6pf7UFaTbO9vycCuV6LaQFtk8tEwAwc++8+6/8GfuT5S5XZf4bTwDkdjo31/pvo/TcBsHgXOoEwApFCiDAARVHMSAWwH5ClKMo2X0FFUWqAM7TJYQKg91o+/QqbECIKGIa6CPoupAPXIXchFiFjfEYDHwkhfLuvZ53MfimWpL8iP3SaoigdJ+ZgKStFx+OKohhpvyUQiAJg8X/7kv/XoSjK7QE/dwoh9gBHkJ3hqcCiQS5XZfYTwjvxv4EMfFwI1CODuV4RQugVRfk8oLgqr58RP2G/8ltwhBD1yMCgZd5je5GTy+vef/f+gK4uv3b8mPOXKrP/DC8CLwghbkL61Y8F/ug9F6igdSWfdue89drReurDbtovdnK9/98L9PK6AQ1E6mOqJbtrCO/fxYqi6AGEEDXAdmAmcrcHzjKZnfVKthBiOdJ6c5WiKPs6nDYigz86Io7gFoKuYFUU5eB/9IIquoSiKMeFEEXAqIDDqszODswD5gL9FEXxDTTbhBDdgb8BPiVblddZhh+rXymKckoI0YCcVCqR2+l53tO5wG1eF58xyDai4nvwY89fqsz+Y7wKDEcGiL6MdNG5B8niUuctYwRiAtkkvIhHjmf/7k7cHqT/bxJysfU1gKIoFUKIKqTsBiLdVQ79Nx/1K4cRKPEp2F7sQrb5QUgl+6yT2VntLiKEuAzZ6O9WFOXdIEUKae9ng1dJiKKDr5uKnxWBK0tVZmcHBiAHnY4r+cNIKjEfVHmdvfgx+pVvO3QicCAggC8XSV03DelbrG5rfw9+wvlLldn/EoqiuBVF+R2SvWUY0h1nr/e0799CQAv06XB5J1/674HP0jkZaTHPDTgXKLuDiqLYUdEVCro4LpAsO3AWyuysVbKFENOR/KDPKory9y6KfQacL4SICTi2EGhFbiGo+BkhhBgC9Kf9Sk+V2dmBM0gftf4djo9GUsb5oMrrLMOP3K92Iy18s2g/sZxA+vSuQG6nd7TKqgjATzx/qTL7D6EoilFRlGOK5C5fDuxRFMWnjO0BmoErfOWFEJHARUjZ/bvIQ8phKZI55kDAuVxksPl4VFeR78OnwDAhRHLAsalIpqyj3t9nncx+FncR70fP8f7MAmKFEJd7f28GeiApiAqBd4UQ4wMub1AUxUcP9iJwG7BeCPEYkIMk/X+iAy3S9yGqwzN8OK0oSuP/4j6/WvwbMpsBXI3sCNXIleN9QDmSJ9kHVWY/Af4NeW1GymaDEGIlkkd0LnAlMsjOB1VePyLOwn61BzkvzCIg+Y2iKIoQYh8yWPaoN3Do/yTOwvlLldn/El6ZTEbGNsQi+Y7P9x4DQFEUmxDiUeB+IYSRtsQmGtonhvpOKIriFkLsR8rhsKIo1oDTucDfkdZYdafhu/Eysr98IoRYBcQAjwFfK4qyC85SmSk/D6l4T+RWZ7C/nsgI0q7O/6vDvQYB3yBX/zXAI4D2f/Eu//qOZ139c9TP2fj3b8hsGNInqgHJGlHrrdvMIPdSZfYzy8tbpg/wPlJ5syCtATcTQMKvyuvnldNP2a+894hA+hkqQEqHcw95jz/3c9fbWS6z677j/L9Umf38f8gduwPeca8Z2AQMDVJOAP8P6e/eCuwERv4Hz3vYK4dnOxwP70p26l/QeuyDXMi2IP2v/wUknM0yE96LVKhQoUKFChUqVKhQ8QPhrPXJVqFChQoVKlSoUKHilwpVyVahQoUKFSpUqFCh4geGqmSrUKFChQoVKlSoUPEDQ1WyVahQoUKFChUqVKj4gaEq2SpUqFChQoUKFSpU/MBQlWwVKlSoUKFChQoVKn5gqEq2ChUqVKhQoUKFChU/MFQlW4UKFSpUqFChQoWKHxiqkq1ChQoVKlSoUKFCxQ+M/w/rCKnuXb8KFQAAAABJRU5ErkJggg==\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"mask = np.abs(lat) < 5\n",
"lat2 = np.ma.masked_where(mask,lat)\n",
"Mx[mask] = np.ma.masked\n",
"My[mask] = np.ma.masked\n",
"Mmag = np.sqrt(Mx * Mx + My * My)\n",
"\n",
"plt.figure(figsize=(12,8))\n",
"ax = plt.axes(projection = ccrs.PlateCarree(central_longitude=180.0))\n",
"ax.add_feature(cf.COASTLINE) \n",
"ax.add_feature(cf.LAND)\n",
"ax.set_extent([120, 300, -60, 60], crs=ccrs.PlateCarree())\n",
"\n",
"gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n",
" linewidth=2, color='gray', alpha = 0.25, linestyle='--')\n",
"\n",
"# labels on bottom and left axes\n",
"gl.xlabels_top = False\n",
"gl.ylabels_right = False\n",
"\n",
"# define the label style\n",
"gl.xlabel_style = {'size': 15, 'color': 'black'}\n",
"gl.ylabel_style = {'size': 15, 'color': 'black'}\n",
"\n",
"# now we define exactly which ones to label and spruce up the labels\n",
"gl.xlocator = mticker.FixedLocator([120, 150, 180, -150, -120, -90, -60])\n",
"gl.ylocator = mticker.FixedLocator([-60, -40, -20, 0, 20, 40, 60])\n",
"gl.xformatter = LONGITUDE_FORMATTER\n",
"gl.yformatter = LATITUDE_FORMATTER\n",
"\n",
"plt.streamplot(lon,lat2,Mx,My,transform=ccrs.PlateCarree(),color=Mmag,density=5,\n",
" linewidth=2,cmap=cm.jet)\n",
"\n",
"ax.set_title('Ekman transport');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 4. Satellite data: Ocean color\n",
"\n",
"There are several satellites that have measured ocean (and land surface) color. Most of the data can be found at the NASA/Goddard Space Flight Center (GSFC);\n",
"\n",
"https://oceancolor.gsfc.nasa.gov/\n",
"\n",
"In this exercise we will make a quick plot of ocean color from MODIS-Aqua to investigate upwelling off California.\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# load array utils\n",
"import numpy as np\n",
"\n",
"# load in plotting rountines\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib import cm\n",
"\n",
"# add mapping routines\n",
"import cartopy.crs as ccrs\n",
"import cartopy.feature as cf\n",
"import matplotlib.ticker as mticker\n",
"from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n",
"\n",
"# import netcdf for working with OPeNDAP files\n",
"# (can also use xarray)\n",
"import netCDF4 as nc\n",
"\n",
"# import pandas for data handling and dates\n",
"import pandas as pd\n",
"\n",
"# import datetime for date handling\n",
"import datetime as dt"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# The data URL might be made more flexible by recognizing the syntax:\n",
"# year/day of year\n",
"year = '2021'\n",
"doy = '105'\n",
"root_url = 'https://oceandata.sci.gsfc.nasa.gov:443/opendap/MODISA/L3SMI/'"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"URL = root_url + year + '/' + doy + '/A' + year + doy + '.L3m_DAY_CHL_chl_ocx_9km.nc'\n",
"file = nc.Dataset(URL)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# get all lat/lon/chl for a single day\n",
"lat = file.variables['lat'][:]\n",
"lon = file.variables['lon'][:]\n",
"chl = file.variables['chl_ocx'][:][:]"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/opt/conda/envs/python/lib/python3.7/site-packages/ipykernel_launcher.py:2: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3. Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading']. This will become an error two minor releases later.\n",
" \n"
]
},
{
"data": {
"text/plain": [
""
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# quick-look at the data\n",
"plt.pcolormesh(lon,lat,chl)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"# Subset for US West Coast\n",
"\n",
"J = np.argwhere((lat>30)&(lat<40))\n",
"I = np.argwhere((lon>-125)&(lon<-115))\n",
"\n",
"sub_lat = np.squeeze(lat[J])\n",
"sub_lon = np.squeeze(lon[I])\n",
"sub_chl = chl[int(J[0]):int(J[-1]+1),int(I[0]):int(I[-1])+1]"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/opt/conda/envs/python/lib/python3.7/site-packages/ipykernel_launcher.py:1: RuntimeWarning: invalid value encountered in log\n",
" \"\"\"Entry point for launching an IPython kernel.\n",
"/opt/conda/envs/python/lib/python3.7/site-packages/ipykernel_launcher.py:1: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3. Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading']. This will become an error two minor releases later.\n",
" \"\"\"Entry point for launching an IPython kernel.\n"
]
},
{
"data": {
"text/plain": [
""
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Setup the bounding box for the zoom and bounds of the map\n",
"bbox=[120 ,255, 15, 55]\n",
" \n",
"plt.figure(figsize=(10,10))\n",
"# Define the projection, scale, the corners of the map, and the resolution.\n",
"m = Basemap(projection='merc',llcrnrlat=bbox[2],urcrnrlat=bbox[3],\\\n",
" llcrnrlon=bbox[0],urcrnrlon=bbox[1],lat_ts=10,resolution='l')\n",
"\n",
"# Draw coastlines and fill continents and water with color\n",
"m.drawcoastlines()\n",
"m.fillcontinents(color='gray')\n",
"\n",
"m.drawmeridians(np.arange(bbox[0], bbox[1], 10),labels=[0,0,0,1])\n",
"m.drawparallels(np.arange(bbox[2]+5, bbox[3], 10),labels=[1,0,0,0])\n",
"\n",
"# build and plot coordinates onto map\n",
"x,y = m(list(df.mean_lon),list(df.mean_lat))\n",
"m.plot(x,y,color='k')\n",
"m.plot(x[0],y[0],marker='v',color='r')\n",
"m.plot(x[-1],y[-1],marker='^',color='g')\n",
"plt.title(\"Turtle #25317\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Now let's extract data along the track\n",
"\n",
"We are going to grab data from ERDDAP, so we need to set up the ERDDAP URLs using their datasets IDs and the name of the variables we are interested in.\n",
"Note that we are requesting the data as .csv\n",
"\n",
"### Chlorophyll-a concentration"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"MOD_d = \"https://oceanwatch.pifsc.noaa.gov/erddap/griddap/aqua_chla_1d_2018_0.csv?chlor_a\""
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Ideally, we would work with daily data since we have one location per day. But chlorophyll data is severely affected by clouds (i.e. lots of missing data), so you might need to use weekly or even monthly data to get sufficient non-missing data. \n",
"\n",
"Run all 3 of them, and plot a time-series of each to compare (as a separate exercise)."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"MOD_w = \"https://oceanwatch.pifsc.noaa.gov/erddap/griddap/aqua_chla_8d_2018_0.csv?chlor_a\" \n",
"MOD_m = \"https://oceanwatch.pifsc.noaa.gov/erddap/griddap/aqua_chla_monthly_2018_0.csv?chlor_a\""
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"lon=df.mean_lon\n",
"lat=df.mean_lat"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We need to format the dates in a way that ERDDAP understands, i.e. 2010-12-15"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"dates=[]\n",
"for i in range(len(df.month)):\n",
" dates.append(date(df.year[i],df.month[i],df.day[i]).strftime('%Y-%m-%d'))"
]
},
{
"cell_type": "code",
"execution_count": 287,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'2005-05-04'"
]
},
"execution_count": 287,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dates[0]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"For each date and location, we'll extract a value of CHL or SST. To do this, we need to pass those parameters (which dataset, which date, which lon, and which lat) to ERDDAP by building the URL.\n",
"\n",
"This can take a long time to run (about 15 mins), we are making 1200+ requests to a remote server. For the purpose of the exercise, you can just run the below code on the first 100 points of the turtle track."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"start_time=time.time()\n",
"col_names = [\"date\",\"matched_lat\",\"matched_lon\",\"matched_chla\"]\n",
"tot=pd.DataFrame(columns = col_names)\n",
"\n",
"for i in range(len(dates)):\n",
"#for i in range(5):\n",
" print(i,len(dates))\n",
" #this is where the URL is built:\n",
" url=MOD_m+\"[(\"+str(dates[i])+\"):1:(\"+str(dates[i])+\")][(\"+str(lat[i])+\"):1:(\"+str(lat[i])+\")][(\"+str(lon[i])+\"):1:(\"+str(lon[i])+\")]\"\n",
" new=pd.read_csv(url,skiprows=1)\n",
" new.columns=col_names\n",
" tot=tot.append(new,ignore_index=True)\n",
"\n",
"end_time=time.time()\n"
]
},
{
"cell_type": "code",
"execution_count": 293,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"total time = 14.4734 mins\n"
]
}
],
"source": [
"print(\"total time = %g mins\" % ((end_time-start_time)/60.))"
]
},
{
"cell_type": "code",
"execution_count": 185,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
"
\n",
"
\n",
"
date
\n",
"
matched_lat
\n",
"
matched_lon
\n",
"
matched_chla
\n",
"
\n",
" \n",
" \n",
"
\n",
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0
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"
2005-05-16T12:00:00Z
\n",
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32.687500
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176.60417
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0.147827
\n",
"
\n",
"
\n",
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1
\n",
"
2005-05-16T12:00:00Z
\n",
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32.770832
\n",
"
176.77083
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0.168947
\n",
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\n",
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2
\n",
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2005-05-16T12:00:00Z
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32.854168
\n",
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177.10417
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0.258081
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3
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2005-05-16T12:00:00Z
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32.854168
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177.52083
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0.171364
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2005-05-16T12:00:00Z
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32.687500
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178.06252
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"text/plain": [
" date matched_lat matched_lon matched_chla\n",
"0 2005-05-16T12:00:00Z 32.687500 176.60417 0.147827\n",
"1 2005-05-16T12:00:00Z 32.770832 176.77083 0.168947\n",
"2 2005-05-16T12:00:00Z 32.854168 177.10417 0.258081\n",
"3 2005-05-16T12:00:00Z 32.854168 177.52083 0.171364\n",
"4 2005-05-16T12:00:00Z 32.687500 178.06252 0.296886"
]
},
"execution_count": 185,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tot.head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We now have a value of monthly chlorophyll-a concentration for each location/date combination along the turtle track."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## On your own!"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"- Exercise 1:\n",
"Repeat the steps above with a different dataset.\n",
"For example, extract sea surface temperature data using the following dataset:\n",
"https://oceanwatch.pifsc.noaa.gov/erddap/griddap/CRW_sst_v1_0.html\n",
"\n",
"\n",
"- Exercise 2:\n",
"Go to an ERDDAP of your choice, find a dataset of interest, generate the URL, copy it and edit the script above to run a match up on that dataset.\n",
"To find other ERDDAP servers, you can use this search engine:\n",
"http://erddap.com/\n",
"\n",
"Note! some ERDDAPs are slower than others, so this could take a lot longer. \n",
"If it takes too long, adjust the \"for\" loop to request data for only the first 100 days of our track."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Plot #2"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's plot the track, color coded using values of monthly chlorophyll concentration.\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"- Let's create a color scale"
]
},
{
"cell_type": "code",
"execution_count": 187,
"metadata": {},
"outputs": [],
"source": [
"jet=[\"blue\", \"#007FFF\", \"cyan\",\"#7FFF7F\", \"yellow\", \"#FF7F00\", \"red\", \"#7F0000\"] "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"- Let's look at the range of log of monthly chlorophyll values:"
]
},
{
"cell_type": "code",
"execution_count": 190,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(-2.8923874400191183, 2.136305926186285)"
]
},
"execution_count": 190,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"np.min(np.log(tot.matched_chla)),np.max(np.log(tot.matched_chla))"
]
},
{
"cell_type": "code",
"execution_count": 195,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"n, bins, patches=plt.hist(np.log(tot.matched_chla[~np.isnan(tot.matched_chla)]),50)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The range of log(chl-a) is -2.9 to 2.2 but most of the values are between -2.9 and 0. \n",
"\n",
"We use the log because the range of chlorophll values can be pretty big, with lots of very low values, and a few very high values."
]
},
{
"cell_type": "code",
"execution_count": 263,
"metadata": {},
"outputs": [],
"source": [
"levs = np.append(np.arange(-2.9,0,0.1),2.2)\n",
"cm = LinearSegmentedColormap.from_list('my_jet', jet, N=len(levs))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"BoundaryNorm will force the colorbar to use the breaks in levs."
]
},
{
"cell_type": "code",
"execution_count": 290,
"metadata": {},
"outputs": [],
"source": [
"norm = BoundaryNorm(levs, len(levs))"
]
},
{
"cell_type": "code",
"execution_count": 291,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Setup the bounding box for the zoom and bounds of the map\n",
"bbox=[120 ,255, 15, 55]\n",
" \n",
"plt.figure(figsize=(10,10))\n",
"# Define the projection, scale, the corners of the map, and the resolution.\n",
"m = Basemap(projection='merc',llcrnrlat=bbox[2],urcrnrlat=bbox[3],\\\n",
" llcrnrlon=bbox[0],urcrnrlon=bbox[1],lat_ts=10,resolution='l')\n",
"\n",
"# Draw coastlines and fill continents and water with color\n",
"m.drawcoastlines()\n",
"m.fillcontinents(color='gray')\n",
"\n",
"m.drawmeridians(np.arange(bbox[0], bbox[1], 10),labels=[0,0,0,1])\n",
"m.drawparallels(np.arange(bbox[2]+5, bbox[3], 10),labels=[1,0,0,0])\n",
"\n",
"# build and plot coordinates onto map\n",
"x,y = m(list(df.mean_lon),list(df.mean_lat))\n",
"m.scatter(x,y,c=np.log(tot.matched_chla),cmap=cm,norm=norm)\n",
"\n",
"m.plot(x[0],y[0],marker='v',color='r')\n",
"m.plot(x[-1],y[-1],marker='^',color='g')\n",
"\n",
"#let's customize the color bar so the label reflect values of chl-a, not log(chl-a)\n",
"#we build levs2 to have the labels more spaced out than the values in levs\n",
"levs2=np.append(np.arange(-2.9,0,0.5),2.2)\n",
"cbar=m.colorbar(fraction=0.022,ticks=levs2, label='Chl a (mg/m^3))')\n",
"#and set the labels to be exp(levs2)\n",
"cbar.ax.set_yticklabels(np.around(np.exp(levs2),2))\n",
"\n",
"plt.title(\"Turtle #25317\")\n",
"plt.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.7"
}
},
"nbformat": 4,
"nbformat_minor": 4
}