{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "![logo](./img/LogoLine_horizon_C3S.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial on Climatologies using Climate Data from C3S\n", "\n", "### About\n", "\n", "In this tutorial we will access data from the Climate Data Store (CDS) of the Copernicus Climate Change Service (C3S), and analyse climatologies and trends in near-surface air temperature. The tutorial comprises the following steps:\n", "\n", "1. Search, download and view data\n", "2. Calculate a climate normal\n", "3. Visualise anomalies with respect to the normal\n", "4. Calculate monthly climatology and anomalies\n", "5. View time series and analyse trends" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![logo](./img/climatology_banner.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", "
Run the tutorial via free cloud platforms: \n", " \"Binder\"\n", " \"Kaggle\"\n", " \"Colab\"
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Search, download and view data\n", "\n", "Before we begin we must prepare our environment. This includes installing the Application Programming Interface (API) of the CDS, and importing the various python libraries that we will need.\n", "\n", "#### Install CDS API\n", "\n", "To install the CDS API, run the following command. We use an exclamation mark to pass the command to the shell (not to the Python interpreter)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: cdsapi in c:\\users\\cxcs\\anaconda3\\lib\\site-packages (0.3.1)\n", "Requirement already satisfied: requests>=2.5.0 in c:\\users\\cxcs\\anaconda3\\lib\\site-packages (from cdsapi) (2.24.0)\n", "Requirement already satisfied: tqdm in c:\\users\\cxcs\\anaconda3\\lib\\site-packages (from cdsapi) (4.47.0)\n", "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in c:\\users\\cxcs\\anaconda3\\lib\\site-packages (from requests>=2.5.0->cdsapi) (1.25.9)\n", "Requirement already satisfied: idna<3,>=2.5 in c:\\users\\cxcs\\anaconda3\\lib\\site-packages (from requests>=2.5.0->cdsapi) (2.10)\n", "Requirement already satisfied: chardet<4,>=3.0.2 in c:\\users\\cxcs\\anaconda3\\lib\\site-packages (from requests>=2.5.0->cdsapi) (3.0.4)\n", "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\cxcs\\anaconda3\\lib\\site-packages (from requests>=2.5.0->cdsapi) (2020.6.20)\n" ] } ], "source": [ "!pip install cdsapi" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Import libraries\n", "\n", "We will be working with data in NetCDF format. To best handle this data we will use libraries for working with multidimensional arrays, in particular Xarray. We will also need libraries for plotting and viewing data, in this case we will use Matplotlib and Cartopy." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# CDS API\n", "import cdsapi\n", "\n", "# Libraries for working with multidimensional arrays\n", "import numpy as np\n", "import xarray as xr\n", "\n", "# Libraries for plotting and visualising data\n", "import matplotlib.path as mpath\n", "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n", "import cartopy.feature as cfeature\n", "\n", "# Disable warnings for data download via API\n", "import urllib3 \n", "urllib3.disable_warnings()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Enter your CDS API key\n", "\n", "We will request data from the Climate Data Store (CDS) programmatically with the help of the CDS API. Let us make use of the option to manually set the CDS API credentials. First, you have to define two variables: `URL` and `KEY` which build together your CDS API key. The string of characters that make up your KEY include your personal User ID and CDS API key. To obtain these, first register or login to the CDS (http://cds.climate.copernicus.eu), then visit https://cds.climate.copernicus.eu/api-how-to and copy the string of characters listed after \"key:\". Replace the `#########` below with this string." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "URL = 'https://cds.climate.copernicus.eu/api/v2'\n", "KEY = '##################################'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we specify a data directory in which we will download our data and all output files that we will generate:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "DATADIR = './'" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "#### Search for data\n", "\n", "To search for data, visit the CDS website: http://cds.climate.copernicus.eu.\n", "Here you can search for ERA5 data using the search bar. The data we need for this tutorial is the [ERA5 monthly averaged data on single levels from 1979 to present](https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-era5-single-levels-monthly-means?tab=overview). ERA5 is the 5th version of the ECMWF Reanalysis dataset. Reanalysis uses a state of the art forecast model and data assimilation system to create a consistent \"map without gaps\" of observed and modelled climate variables over the past decades." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Having selected the correct dataset, we now need to specify what product type, variables, temporal and geographic coverage we are interested in. These can all be selected in the **\"Download data\"** tab. In this tab a form appears in which we will select the following parameters to download:\n", "\n", "- Product type: `Monthly averaged reanalysis`\n", "- Variable: `2m temperature`\n", "- Year: `1979 to year before present`\n", "- Month: `all`\n", "- Time: `00:00` (default)\n", "- Geographical area: `Europe` \n", "- Format: `NetCDF`\n", "\n", "At the end of the download form, select **\"Show API request\"**. This will reveal a block of code, which you can simply copy and paste into a cell of your Jupyter Notebook (see cell below) ...\n", "\n", "#### Download data\n", "\n", "... having copied the API request into the cell below, running this will retrieve and download the data you requested into your local directory. However, before you run the cell below, the **terms and conditions** of this particular dataset need to have been accepted in the CDS. The option to view and accept these conditions is given at the end of the download form, just above the **\"Show API request\"** option." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "c = cdsapi.Client(url=URL, key=KEY)\n", "c.retrieve(\n", " 'reanalysis-era5-single-levels-monthly-means',\n", " {\n", " 'product_type': 'monthly_averaged_reanalysis',\n", " 'variable': '2m_temperature',\n", " 'year': [\n", " '1979', '1980', '1981',\n", " '1982', '1983', '1984',\n", " '1985', '1986', '1987',\n", " '1988', '1989', '1990',\n", " '1991', '1992', '1993',\n", " '1994', '1995', '1996',\n", " '1997', '1998', '1999',\n", " '2000', '2001', '2002',\n", " '2003', '2004', '2005',\n", " '2006', '2007', '2008',\n", " '2009', '2010', '2011',\n", " '2012', '2013', '2014',\n", " '2015', '2016', '2017',\n", " '2018', '2019', '2020',\n", " ],\n", " 'month': [\n", " '01', '02', '03',\n", " '04', '05', '06',\n", " '07', '08', '09',\n", " '10', '11', '12',\n", " ],\n", " 'time': '00:00',\n", " 'area': [\n", " 72, -25, 34,\n", " 40,\n", " ],\n", " 'format': 'netcdf',\n", " },\n", " f'{DATADIR}era5_monthly_t2m_eur.nc')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Inspect data\n", "\n", "Now that we have downloaded the data, we can inspect it. We have requested the data in NetCDF format. This is a commonly used format for array-oriented scientific data. To read and process this data we will make use of the [Xarray](http://xarray.pydata.org/en/stable/) library. Xarray is an open source project and Python package that makes working with labelled multi-dimensional arrays simple and efficient. We will read the data from our NetCDF file into an [xarray.Dataset](https://xarray.pydata.org/en/stable/generated/xarray.Dataset.html)." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "t2m = f'{DATADIR}era5_monthly_t2m_eur.nc'" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Create Xarray Dataset\n", "ds = xr.open_dataset(t2m)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can query our newly created Xarray dataset ..." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:    (longitude: 261, latitude: 153, time: 504)\n",
       "Coordinates:\n",
       "  * longitude  (longitude) float32 -25.0 -24.75 -24.5 -24.25 ... 39.5 39.75 40.0\n",
       "  * latitude   (latitude) float32 72.0 71.75 71.5 71.25 ... 34.5 34.25 34.0\n",
       "  * time       (time) datetime64[ns] 1979-01-01 1979-02-01 ... 2020-12-01\n",
       "Data variables:\n",
       "    t2m        (time, latitude, longitude) float32 ...\n",
       "Attributes:\n",
       "    Conventions:  CF-1.6\n",
       "    history:      2022-02-02 18:35:15 GMT by grib_to_netcdf-2.23.0: /opt/ecmw...
" ], "text/plain": [ "\n", "Dimensions: (longitude: 261, latitude: 153, time: 504)\n", "Coordinates:\n", " * longitude (longitude) float32 -25.0 -24.75 -24.5 -24.25 ... 39.5 39.75 40.0\n", " * latitude (latitude) float32 72.0 71.75 71.5 71.25 ... 34.5 34.25 34.0\n", " * time (time) datetime64[ns] 1979-01-01 1979-02-01 ... 2020-12-01\n", "Data variables:\n", " t2m (time, latitude, longitude) float32 ...\n", "Attributes:\n", " Conventions: CF-1.6\n", " history: 2022-02-02 18:35:15 GMT by grib_to_netcdf-2.23.0: /opt/ecmw..." ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that the dataset has one variable called **\"t2m\"**, which stands for \"2 metre temperature\", and three coordinates of **longitude**, **latitude** and **time**." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Convert longitude to [-180, 180] grid\n", "\n", "Notice that the `longitude` variables in the Xarray Dataset and Data Array objects are in the range of `[0, 359.75]`. By default, ECMWF data are on a [0, 360] grid. Should you wish to, there are two options to bring the longitude coordinates to a `[-180, 180]` grid. The first option, in case you already have the data downloaded, is to assign values to coordinates with the xarray function `assign_coords()`. The code below shifts your longitude coordinates from `[0, 359.75]` to `[-180, 179.75]`.\n", "\n", "The second option is to specify the `area` keyword argument right when you request data with the `CDS API`. The `area` keyword then automatically reprojects the requested data onto a [-180, 180] grid." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "ds_180 = ds.assign_coords(longitude=(((ds.longitude + 180) % 360) - 180)).sortby('longitude')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "While an Xarray **dataset** may contain multiple variables, an Xarray **data array** holds a single multi-dimensional variable and its coordinates. To make the processing of the **t2m** data easier, we convert in into an Xarray data array." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# Create Xarray Data Array\n", "da = ds_180['t2m']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's view this data:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.DataArray 't2m' (time: 504, latitude: 153, longitude: 261)>\n",
       "[20126232 values with dtype=float32]\n",
       "Coordinates:\n",
       "  * longitude  (longitude) float32 -25.0 -24.75 -24.5 -24.25 ... 39.5 39.75 40.0\n",
       "  * latitude   (latitude) float32 72.0 71.75 71.5 71.25 ... 34.5 34.25 34.0\n",
       "  * time       (time) datetime64[ns] 1979-01-01 1979-02-01 ... 2020-12-01\n",
       "Attributes:\n",
       "    units:      K\n",
       "    long_name:  2 metre temperature
" ], "text/plain": [ "\n", "[20126232 values with dtype=float32]\n", "Coordinates:\n", " * longitude (longitude) float32 -25.0 -24.75 -24.5 -24.25 ... 39.5 39.75 40.0\n", " * latitude (latitude) float32 72.0 71.75 71.5 71.25 ... 34.5 34.25 34.0\n", " * time (time) datetime64[ns] 1979-01-01 1979-02-01 ... 2020-12-01\n", "Attributes:\n", " units: K\n", " long_name: 2 metre temperature" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "da" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Change temperature units from Kelvin to Celsius\n", "\n", "Notice that the ERA-5 temperature data are in units of `Kelvin`, the base unit for temperature in the International System of Units (SI). If you want to convert the values from `Kelvin` to `degrees Celsius`, you have to subtract 273.15." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "da_degc = da - 273.15" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you inspect the characteristics of the data above, you see that when you convert the data values, the data array's Attributes are dropped. However, we want to keep the information provided by the Attributes and for this reason, we re-assign the attributes from the previous, unconverted object with the function assign_attrs(). Since the unit has changed, we assign a new unit measure to the units attribute." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "da_degc = da_degc.assign_attrs(da.attrs)\n", "da_degc.attrs['units'] = '° C'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Plot data\n", "\n", "Now, let us visualize one time step to get a better idea of the data. xarray offers built-in matplotlib functions that allow you to plot a `DataArray`. With the function `plot()`, you can easily plot e.g. the first time step of the loaded array." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "da_degc[0,:,:].plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "An alternative to the built-in xarray plotting functions is to make use of a combination of the plotting libraries [matplotlib](https://matplotlib.org/) and [Cartopy](https://scitools.org.uk/cartopy/docs/latest/). One of Cartopy's key features is its ability to transform array data into different geographic projections. In combination with matplotlib, it is a very powerful way to create high-quality visualisations and animations. In later plots, we will make use of these libraries to produce more customised visualisations." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Calculate climate normals\n", "\n", "#### Standard reference period and climate normals\n", "\n", "Anthropogenic activities and natural variations from years to decades shape the Earth's climate. In order to evaluate anomalous conditions of a specific month or year, the World Meteorological Organization (WMO) defines `standard reference periods` used to create `climate normals`. `Climate normals` can be considered as the typical climate for the period the normals are based on.\n", "\n", "Until 2020, the most current and widely used standard reference period was the 30-year range of 1981-2010. With the start of 2021, the WMO recommended updating the climate normal reference period to the range 1991-2020.\n", "\n", "First, let us calculate the near-surface air temperature climate normal for the reference period 1991-2020. For this, we will create for each year the average near-surface air temperature. You can use the xarray function `groupby()` to group the data by year (specify `time.year`) and then to create the average of each year with the function `mean()`. The resulting object contains for each year from 1979 to 2020 the average annual global mean surface air temperature." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "yearly_mean = da_degc.groupby('time.year').mean(keep_attrs=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the data array object above, we can then filter the years of the reference period with the function `where()`. Inside the function, you can filter on the data dimensions. In the example below, we will apply a filter to keep data for all years in the range 1991 to 2020." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "ref = yearly_mean.where((yearly_mean.year > 1990) & (yearly_mean.year < 2021), drop=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In a last step, we want to create the average of the yearly-mean near-surface air temperature for the reference period 1991-2020. We can do this by applying the function `mean()` and specify the dimension `year` as the dimension to be averaged. The resulting data array is left with two dimensions, latitude and longitude." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "ref_mean = ref.mean(dim=\"year\", keep_attrs=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Anomaly calculation\n", "\n", "The next step is now to calculate the anomaly of a specific year with respect to the climate normal. The term anomaly refers to the deviation of a value from the long-term average. Positive or negative anomalies indicate that the average temperatures of a particular year were respectively warmer or cooler than the reference value.\n", "\n", "Let us calculate the near-surface air temperature anomaly for the year 2016. In a first step, we select the average near-surface temperature values for the year 2016 from the xarray.DataArray object `yearly_mean`. With the xarray function `sel()`, you can select a data array based on coordinate labels. The coordinate label of interest is `year=2016`." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "t2m_2016 = yearly_mean.sel(year=2016)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we calculate the near-surface air temperature anomaly for 2016 by subtracting the climate normal (i.e. the reference near-surface air temperature values) from the average near-surface air temperature for 2016." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "anom_2016 = t2m_2016 - ref_mean" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's visualize the global near-surface air temperature anomaly for 2016 to see which regions were warmer or cooler compared to the reference period. This time we will make use of a combination of the plotting libraries [matplotlib](https://matplotlib.org/) and [Cartopy](https://scitools.org.uk/cartopy/docs/latest/) to create a more customised figure. One of Cartopy's key features is its ability to transform array data into different geographic projections. In combination with matplotlib, it is a very powerful way to create high-quality visualisations and animations." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# create the figure panel and the map using the Cartopy PlateCarree projection\n", "fig, ax = plt.subplots(1, 1, figsize = (16, 8), subplot_kw={'projection': ccrs.PlateCarree()})\n", "\n", "# Plot the data\n", "im = plt.pcolormesh(anom_2016.longitude, anom_2016.latitude, anom_2016, cmap='RdBu_r', vmin=-3, vmax=3) \n", "\n", "# Set the figure title, add lat/lon grid and coastlines\n", "ax.set_title('Near-surface air temperature anomaly for 2016 (with respect to 1991-2020 mean)', fontsize=16)\n", "ax.gridlines(draw_labels=True, linewidth=1, color='gray', alpha=0.5, linestyle='--') \n", "ax.coastlines(color='black')\n", "ax.set_extent([-25, 40, 34, 72], crs=ccrs.PlateCarree())\n", "\n", "# Specify the colourbar\n", "cbar = plt.colorbar(im,fraction=0.05, pad=0.04)\n", "cbar.set_label('temperature anomaly') \n", "\n", "# Save the figure\n", "fig.savefig(f'{DATADIR}ERA5_global_2016_anomaly_eur.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Calculate monthly climatology and anomalies\n", "\n", "We will now calculate the monthly climatology of near-surface air temperature for the period 1991 to 2020. We will also view the anomalies with respect to the climatology for a particular month. To do this, we return to the data array created at the end of [section 1](#search_download).\n", "\n", "We first create again a temporal subset for the period 1991 to 2020, but this time keeping the monthly temporal resolution." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "clim_period = da_degc.sel(time=slice('1991-01-01', '2020-12-01'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will now calculate the monthly climatology by first applying the function `groupby()` to group the data array by month and then calculating the average for each monthly group. The resulting data array is the monthly climatology for air temperature in Europe based on the reference period 1991 to 2020." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "clim_month = clim_period.groupby('time.month').mean()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us view this monthly climatology averaged over the entire European region. To do this we need to average over the latitude and longitude dimensions. A very important consideration however is that the gridded data cells do not all correspond to the same areas. The size covered by each data point varies as a function of latitude. We need to take this into account when averaging. One way to do this is to use the cosine of the latitude as a proxy for the varying sizes.\n", "\n", "First, we calculate the weights by using the cosine of the latitude, then we apply these weights to the data array with the xarray function `weighted()`." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "weights = np.cos(np.deg2rad(clim_month.latitude))\n", "weights.name = \"weights\"\n", "clim_month_weighted = clim_month.weighted(weights)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The next step is to compute the mean across the latitude and longitude dimensions of the weighted data array with the function `mean()`." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "mean = clim_month_weighted.mean([\"longitude\", \"latitude\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This data array now gives us the monthly climatology of Europe for the period 1991 to 2020. We could create a simple plot of this:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "mean.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "One more step we can take is to repeat the process above for the standard deviation, to enable us to plot both in a single figure." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "clim_std = clim_period.groupby('time.month').std()\n", "\n", "weights = np.cos(np.deg2rad(clim_std.latitude))\n", "weights.name = \"weights\"\n", "clim_std_weighted = clim_std.weighted(weights)\n", "\n", "std = clim_std_weighted.mean([\"longitude\", \"latitude\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now plot the European monthly climatology and standard deviation in a figure:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize = (12, 6))\n", "\n", "ax.plot(mean.month, mean, color='blue', label='mean')\n", "ax.fill_between(mean.month, (mean + std), (mean - std), alpha=0.1, color='green', label='+/- 1 SD')\n", "\n", "ax.set_title('European monthly climatology of 2m temperature (1991 to 2020)')\n", "ax.set_ylabel('° C')\n", "ax.set_xlabel('month')\n", "ax.set_xlim(1,12)\n", "handles, labels = ax.get_legend_handles_labels()\n", "ax.legend(handles, labels)\n", "ax.grid(linestyle='--')\n", "\n", "fig.savefig(f'{DATADIR}Eur_monthly_t2m_clim.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Calculate monthly anomalies\n", "\n", "We will now inspect monthly anomalies with respect to this climatology. We will return to the data that we created prior to aggregating by latitude and longitude. We can compute the monthly anomalies for each month of our original European time series by subtracting from it the monthly climatology. Important to mention here is to first group by `time.month`. In this way, xarray understands to use the correct value of the monthly climatology to calculate the anomalies." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "anom_month = da_degc.groupby('time.month') - clim_month" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Visualise Europen near-surface temperature anomalies for one specific month\n", "\n", "The last step is to visualize the air temperature anomaly field in Europe for one specific month. In Europe, 2020 was the hottest year on record and the northwest has expierenced a heatwave during the second half of July and first half of August. Let us select the air temperature anomalies for August for each year from 1979 to 2020. Through the grouping process, the data array `anom_month` has `month` as additional coordinate information. Based on this coordinate information, you can specify that you only want to select the data array entries for August (month = 8)." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "anom_aug = anom_month[anom_month.month == 8]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let us visualise the near-surface air temperature anomaly for Europe in August 2020. Again we make use of the function `visualize_pcolormesh`." ] }, { "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": [ "fig, ax = plt.subplots(1, 1, figsize = (16, 8), subplot_kw={'projection': ccrs.PlateCarree()})\n", "\n", "im = plt.pcolormesh(anom_aug.longitude, anom_aug.latitude, anom_aug[41,:,:], cmap='RdBu_r', vmin=-3, vmax=3) \n", "\n", "ax.set_title('Near-surface air temperature anomaly for Aug 2020 (with respect to 1991-2020 Aug climatology)', fontsize=16)\n", "ax.gridlines(draw_labels=True, linewidth=1, color='gray', alpha=0.5, linestyle='--') \n", "ax.coastlines(color='black')\n", "ax.set_extent([-25, 40, 34, 72], crs=ccrs.PlateCarree())\n", "\n", "cbar = plt.colorbar(im,fraction=0.05, pad=0.04)\n", "cbar.set_label('temperature anomaly') \n", "\n", "fig.savefig(f'{DATADIR}ERA5_Europe_2020-08_anomaly.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5. Time series analysis\n", "\n", "In this section we focus on time series analysis, where we will plot and analyse changes in near-surface air temperature over time. We focus on another subset area over the Arctic, where increasing temperatures are particularly apparent.\n", "\n", "We will download another subset of the dataset [ERA5 monthly averaged data on single levels from 1979 to present](https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-era5-single-levels-monthly-means?tab=overview), this time for the Arctic." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "c.retrieve(\n", " 'reanalysis-era5-single-levels-monthly-means',\n", " {\n", " 'product_type': 'monthly_averaged_reanalysis',\n", " 'variable': '2m_temperature',\n", " 'year': [\n", " '1979', '1980', '1981',\n", " '1982', '1983', '1984',\n", " '1985', '1986', '1987',\n", " '1988', '1989', '1990',\n", " '1991', '1992', '1993',\n", " '1994', '1995', '1996',\n", " '1997', '1998', '1999',\n", " '2000', '2001', '2002',\n", " '2003', '2004', '2005',\n", " '2006', '2007', '2008',\n", " '2009', '2010', '2011',\n", " '2012', '2013', '2014',\n", " '2015', '2016', '2017',\n", " '2018', '2019', '2020',\n", " ],\n", " 'month': [\n", " '01', '02', '03',\n", " '04', '05', '06',\n", " '07', '08', '09',\n", " '10', '11', '12',\n", " ],\n", " 'time': '00:00',\n", " 'area': [\n", " 90, -180, 66.55,\n", " 180,\n", " ],\n", " 'format': 'netcdf',\n", " },\n", " f'{DATADIR}era5_monthly_t2m_Arc.nc')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will repeat the steps in [section 1](#search_download) to read the data into an xarray data array:" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "Arc_file = f'{DATADIR}era5_monthly_t2m_Arc.nc'\n", "Arc_ds = xr.open_dataset(Arc_file)\n", "Arc_da = Arc_ds['t2m']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will also repeat the steps in [section 1](#search_download) to convert the values from degrees Kelvin to Celsius:" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "Arc = Arc_da - 273.15\n", "\n", "Arc = Arc.assign_attrs(Arc_da.attrs)\n", "Arc.attrs['units'] = '° C'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's view the first time step of this data. Notice that we change the projection from `ccrs.PlateCarree()` to `ccrs.Orthographic(central_latitude=90)` to better view the Arctic region. Note that we need to insert a `transform` keyword in the `pcolormesh` function to transform the data values into the orthographic projection:" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "image/png": 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i8k7qn0JEhnkzEtnzPW4ZiMjRmIyON6nqX1T1aOBxETkDUzTuIxF5KTvj2vMQkUdFZIOIzExZNlpEPhORaSLyhYiMT1l3rYgsEpF53u/qLz9URCaLSFPrxmTRgsj4D90IfIhJwQ4m+2gCk5a9zUJEilKIhCUi3xeRB73icGDSpy8jed5gMpW26fPOYufIko0k+gALVPUpVb1FVX/p1Y+owqT0PhiTDtivp9AH+DXwe+AAb9lIEfnErxjqsfh+e6tlRERCwHeAKs+F4lek3Rdj3bhJVQcDFSTJFyJykIgM3uMd/vrhceCYjGV3ADeq6ljMgPUHCOpnfBeTM+I44IEUEnwp5iEfEpFBZLFH4Q3ADwN/E5HveIufxqQ5P0xEzlFTa2QTMEC2X8m51SEinUVkPxE5U0Qu85ZdLiIzRORLTNHEcV7zDpikae8Bv/GWrfJe3xeRPqpagUnfv1c+I7NoOWTJRhLdgP1E5K8i8mMxVSrzMAWoEqoaVdV5qrrVG6T3xdTTOAtTMAoMYTkQU9MBTH2J31N/wNhbkAOcjKmZ8RvMg240phrkF6o61Wu3CvgmgIgchsmm+CcR6ectC+/JTn9doKofY1Jpp8IF/BlyO5KVWk8CnlPVhDdwLcJkvgSQlG3brBWurUBE9hWR01IW5QI1qvpt4FwR6QZMwxShewE4SUS+C8zCPIf2SleKR17nYQjucZhCh3jvbwPfUNUDvfsWoBOwzUsD39Wz7GzF1Nl5Grjee5aWAe321klZFi2DbAbRJKZgBt48zAyxAsPIi4E/iCmtfI+q/kdVEyISxRSbipEs3V6K+SP5g28x5s+1Zc+cQpPRG1ivqo9CUAH2XIy1Y2xKu8OAB73PE4FrvfXHAH8BfiIil2OKQq3cM13/2uJK4A0x1WGFZNXfHsBnKe3WkKxc+yimkNm7qrpgT3X06wQRyVfVGhF5HlM0cINnbforxi1bIyL9MUXn2qnqOs891hHjqr0E89xY522/12UqVVUVkfWYYmyVKas2YYoM1noTD0dNldnlACLyT0xRvjqMq0gxxRzvxFQcrgXyvVfdnjmbLPY0spYND6q6QVVfV9V/YUyBh3jLz1bVPsCfge94M38wD4OewEjgHm/ZIEyNhRUi4pdgtzCumL0RihmEEJE8jKXjCGC6qi5NWT4S+Je3TQdMCfpvYmZiYMpf9/XeEZFDROS8rM5jt+BS4ApV7Y0hHo95yxuyWJjSr6pvquq+qnrNHurj1wKe2/QhEVkKHC8i4zCz9AOB0zE6hEtUtRyjyXgU8/9Z5O3iVeAEVZ2JGXgPxPy3BohIZI+eTONRAfxARE4RkUO8ZVuBH2IqFr8KHC0iuapaC/zNez3lWYcdTOXmHphqtidhythHMZOzLL6iyJINAu1CKvIwBCF4gHskpBgz60BVl6nqhap6g+d3BDPgfoBh5729Vx2mRPNeB1WdD2wVEf8h0QP4NzBZRPx741zgS1WtExHbazcReEZVPxGRHhgLj3/eYPQtI4G91vfchnGeqr4MoKovAvt5y1cDvVLa9cRoArJoYaRoYc7ADLSHeL/FUKCDqsa9gfYx4DwAVX0dOF5Vr1DVhLf9FMAVkf08cv9zzO92ElDE3olPMUTqFODnngblI+C7qjoIoyn6MZ7r2HM9v6yqm1L2sQYYq6pTgJWYid0+GOtIFl9RZN0oBrki8hRmZr8CGIDRWnQTEVHVlSJyKIZsLAPwBl4AV5MFZjpifOzTgF9g/K8bgJo9diZNhKpe60Up7I8xddYC/wB+LCJbMS6Ue73mrqq+C7ybsosjgPXAfcDJIvIh5oE5iexg1xIQ0q0Wa0TkUFX9QESOJDlL/jfwtIjcgyGNA4Av9mxXvx7w3AljgRGqejKYyAvgvyStnKjqxyKSLyIDVXWRqtb6JF5VXVWtEpF5wPnAZFV93XvObFLVsj18Wo3F9apaAyAi52BIxUJVnQGgqu+IyDHAeOAVbyLnmlXBc3ItMMT7/HfgG8DZwP177jSy2NPIkg3A+9NfhTF7DgCeV9X3ReQG4FueSbMc+C0w09vGSd2HJ24qAjao6jIvWiUHeIW9mGwAeGbeNz1ipSLyEMYsWgD8Cpjtt/VIVirBOg4jcivGWMr6YgRxy1LaZLELEJFnMGSvVERWYqJPfogR59oYS9LFAKo6V0RewLj34sBl2eu/W7ESGC4iJ2Jm8g5wPRAXkcNU9X2v3duYAXmRiFieliEV92GEvgCo6iL2YvhEw8Ms4ARSLOQiMhAz6fqv1z5BfSzAEzmr6mpP79WPJHHO4iuIbNXXRsAzm7ZT1czIgNQ2nYEvgWGqWiEi52PMqL8E7s4kJ20JPglpYHlHjL7lZAzZuJCkPuVhVV21xzqZRRZ7ECJSgIniigA3YAbLAzAz9H8AP1dVV0RuB2ao6jOt1deWhIh0AAZiJiLfwgjk78NYJXpirHAvq+rNrdbJLPZKZC0bjYA30G6XaHjYhPHd+vqNl4HTgPltmWhAcP4N4Wgg7rmZOgHfxoQDf4lR1WeRxVcVNRgX6ThVnSEiizAWvWEYi+YdIlKLcRHc3nrdbHEMxbiKVgBLgL+o6ioR+TmwWVW3tmrvsthrkbVsZLHLEJHTga6qep+IdCXpMrpRVT9s3d5lkcXuhYgMBV7xhJGIyH2YcPnXMQn/coGnVfXL7VkHs8ji64Is2ciixeDlGCgFzlXVrGUji688ROQmTBTQfpjkd1eo6uJW7VQWWeyFyJKNLFoUIlKUkfAniyy+0hCREUCtqi5p7b5kkcXeiizZyCKLLLLIIossdiuySb2yyCKLLLLIIovdijYXjXLsscfq5s2b9/hxa2trAcjNzUXabkX5NNTU1LBo0SJGjhyJZRneWVdXRyKRoLa2lqqqKvr168eGDRtYvXo1I0aMICcnp5V7vWuIxWKsXLkSVWXgwIHN2peqEo1GWbJkCbm5udTV1VFQUEBBQQHl5eXU1dUxYsSIFup541BeXk5JSUna98WLFzNu3LivzP3aUkgkEsRiMSzLoqKiglgsxtatWykuLiYcDhOPxykrKyMnJ4cBAwYQDrdsnUHHcYhGo6gqBQUFQZ8WLFhAx44d6dKlS7CstraWDRs20LFjR9q1a9ei/dhTiEajhEIhbDs9QeiGDRsoLy9n0KBBaW0B1q1bx5YtW+jXrx8dOnRo1vGnTp06VVXHN2snWTQfqtqmXvvuu6/uacyZM0fnzJmjjuPs8WPvLlRUVGjnzp0V0IqKCi0vL1dV1XXr1mk8HtfbbrtNr7rqKl25cqUCOmbMGH3xxRdbudeNRzwe1zfffFOHDRum//znP3Xq1KkK6Lvvvttix9i6das+9NBD+uqrr6rrui2235ZAIpHQgoICfeihh/Rvf/vbXte/vQ2bNm3SW265RX/961/rfffdpytXrtytx3NdV6urq1VVdfXq1VpdXa0rVqzQbt266dNPP62u6yqmto0C2qNHD/3Xv/61W/u0u7B161b9+OOPdcOGDTttO3DgQAV04sSJCughhxzS7OMDU3QvGLu+7q9W70BTX3uSbNTV1anjOBqNRr9yD+tJkyYpoKeddppOmjRJZ8+enXaOb7/9tk6YMEHj8bjed999WlpaqitWrGjFHjcetbW1OnHiRO3du7cCOmrUKD3mmGN0yJAhWlFR0drd2y3473//W2/ZmWeeqYCOHj1azz777K/cPfxVwapVq/Tjjz/WJUuW6KRJk3TkyJFq23bw//zud7+rt9xyi5500km6YcMG3bhxY2t3ucmorKzUTz75RMvKynbY5umnn9ZQKKTvvfee/uQnP9G6urpmHztLNvaOV5tzo+wpVFVVMWvWLAYNGkRpaWlrd6fF4TgOPXr04KKLLqJfv3507Ngxzdw+ceJEtmzZwksvvUQ0GqV379707t27FXvceDz55JOEQiGWLVtGbW0tr732GtFolNNPP53c3Nw93p/y8nIuuOACcnJyOOKIIxg1ahT7779/ix5j48aN9Zbdd999nHPOORx55JFMnDiRZ555hrPPPrtFj5tF89GzZ086derEkiVL6NKlCzNnziQajaa5LDdv3syyZcvo06cP4XCY4447jmeffTZwf+7tKCwsZPz48YTDYWpraxt0R//whz/kueeeA+Dwww9nwIABvPvuuzz88MMceOCBrdHtLFoSrc12mvraE5aNbdu2Ndrs19bwzDPP6BFHHKG5ubkaDod3aK144okndOzYsfrwww/r4Ycfvgd7ueuorq7Wdu3a6fTp01u7KxqPx/Xaa6/VoqIiHTBgQGAS7927t950000teqzHH388+Lxhwwa98MIL9cQTT9T3339fq6ur9ZprrtFbb71VJ02apC+99JI++uij+sgjj7RoH7JoPlzX1fLycp0+fXrgZslcH41GdeLEiXrDDTe0Qg+bjxkzZujnn3+u06ZN0yuvvFKvu+46nTp1qm7ZskVPP/10tSxLJ06cqMuWLVPbtvXvf/97s45H1rKxV7xavQNNfe0JsrFy5UrdunXrbj/OnsCGDRv03nvvVdd19fnnn9dDDjlEn3vuOV29evUONSi1tbU6cOBAfeGFF/Tyyy/Xyy67bA/2etewefNmffbZZ/XII49s7a6oqmpNTU1AMPLy8rRTp0762Wef6YYNG3Tw4MF62WWX6bp161rkWI8//riuW7dOb7nlFu3atav+4he/0HvuuUcnTJig+fn5af7/sWPHKqA/+MEPtLKyUqdOnaqffPKJ/uhHP9ILL7ww625pZTiOk+ZaSSQS9dqsW7dOBw8erL/61a+0pqZGn3nmGZ0xY0Yr9LbpSCQSeuyxx+qoUaP0l7/8pY4ZM0YvueSStPWffvqpdu3aVW+++eZma+WyZGPveLV6B5r62p1kY9WqVbply5bdtv/WwMknn6yAPv744zp+/Hg99dRTGzWYPPDAA3rsscfqk08+qUOHDtXNmzfvgd7uGmbNmqWnnnqq5ubmKqB/+MMfWrtLAaZPn64nnHCC9u3bN235pk2b9Mc//rGWlJToAQccoP3799c//elPTRroXddVx3E0Ho/r+vXrdeDAgXrRRRfp5MmT09pt3LgxjWz069dPAS0tLU1bDui4ceO+UkLotoy6ujpdtGiRJhIJjcVi9e6NLVu2aIcOHbRr1656xBFHaH5+vi5cuLCVets0fPrpp3rggQdqRUWF/uAHP9AePXro4sWL1XVdvfXWW7W0tFRfffXVFjlWlmzsHa82l9Rr/PjxOmXKlBbdp6qydOlStmzZwqhRo1rFr7874DgO/fr1o6CggNLSUj755BO++c1v8uabb7Jly5YGtSjvvfcen3/+Offccw+vv/4611xzDT/+8Y859dRTW+EMdo45c+Zw6KGHcv3113PBBRewcuVKhg4dWi/MrjVx//33c/nll/PLX/6S3//+94C55xzHYdu2bXzxxRfk5+fz05/+lKOOOoqLL76YeDxOu3bt6N27N/Pnz6eiogLXdbEsiwkTJrBy5UqWLl2KiLB582beffddcnNzufnmm5k6dSqWZWFZFr169aJ379689NJL3HrrrbiuS01NDQsXLqRTp05ccsklfO9736OkpITOnTsHfvS2ogX4umDu3LnE43EGDhxIfn5+sHzmzJlUVVVx0EEH0b9/f1577TWGDBnSij1tPI444gjWrVtHIpFgzZo1vPzyy3Tr1o1Ro0Yxf/58Bg8e3CLHEZFs6OtegCzZAJYuXUpZWRkjR45s8Zj61kJ1dTXz5s3joosuoqCggM8++4yRI0cyb948rrnmGm677Tb83951XaZPn85DDz3EU089xYUXXsjo0aNp164dP//5z5k/f/5eS8AuuugiBg4cyK9+9avW7koaVJV4PM7TTz/N73//e8aOHcuFF15Ix44dGTVqFNu2bWP+/Pnk5OQQiUTo06cPNTU1HHbYYXz00UeEw2FycnIoLCykpqYGVQ0IRE5OTvDbzZkzhyOOOIKf/exn/PKXv8SyLFQV13UDchIKhaiurubdd9/lvPPOw3EcTjnlFO66664gz0QsFmPo0KGUlZUxZ84cQqEQkUiE/v3706FDB5YtW0Z+fn7wCoWy2vI9CVVlzZo1rFixgv79+9OtW7d6bc4//3zKy8t5+OGH6dixYyv0smmYP38+H3zwAatWreK9994jFovx7rvv8pOf/IS5c+fy+uuvNzvHBmTJxt6CrzXZSCQSiAiJRKLBpDNtEaqKiLB+/XrWrFnD+PHjufTSS3n11VdZtWpV0K64uJj58+cjIg0+uMaNG8fcuXN58cUXOeGEE/bkKTQJffv25Y033tilWdDkyZOZP38+eXl51NXVUVNTw+DBgzn00EMbvQ/fUiAiFBQUsGjRIsrKyqitrSU/P5/999+fSZMm0a1bNyKRCJFIhKKiIkSknhrfdV3atWvH4sWL6dy5c6OOf/755zNs2DA6d+7M+eef35TT3y58ohSLxYhEIoRCIVatWkVNTQ3V1dWUlJQwcOBAFi9ejKqSn59PQUFBm0061ZZQW1tLPB6nsLCQWCyWNgmoqanhN7/5DU8//TS33norF1xwQZuwUH3xxRdcdNFFlJSU8MMf/pDvf//7/PKXv+Tll1/mn//8Z7MT5GXJxl6C1vbjNPXVUpqNWCymkydP1tWrV7fI/vYG1NbW6rRp03TLli1aXl6uL7/8ciAE/OSTT/Soo47Sxx57TC+77DIFdPDgweo4jj722GNB9MaHH36ogN59991tQih48skn64033tikbRzH0VtvvVVzcnL0e9/7np566ql69tln60UXXaT9+vXT22+/vcHt4vG4btmyRWtqajQWi+nnn3+uH3zwgU6aNElXrVqlqsaPXlFREYj6CgoKFNAXXnihUX0799xz9ac//anW1tYGy9atW6ePPPKI3nbbbXr99dfrZ599pqqqy5cv1w4dOuiGDRvSolH2FLZu3aorV67U+fPn69y5c1VVdenSpTp16lSdP3++rl27tkFxYxbNR1lZmX788ce6du3aev/TL7/8Uvfff389+OCDdfHixa3Uw6ajqqpKHcfRWCymqqpPPvmklpaWNjuvCFnNxl7xavUONPXVEmTDJxq+IKmtw3VdXbt2rX788ce6cuVKdRxHDzvsMLVtW19++eU00Ws8HldA+/fvr4DW1NSk7eu3v/2tArpmzZo9fRq7hDVr1mjnzp0bDHVdtGiRHnPMMXrGGWfopZdeqm+88Ybeeeedut9+++mECRP0ww8/rLfNU089pSNHjtR4PK7V1dXqOI5WVFToF198oR9++KFOmzZNt23bFmSA3JmY8ogjjtBOnTo1+oG5adMmPfzww7W4uFhPOOEEve6667Rr16561lln6TXXXKM/+9nPtE+fPqqq+sgjj+jpp5+uqrrXCANjsZhu27ZNV69erXPnztVEIqGbNm3SmTNn6vLly3Xbtm1ZAtJCqKqq0smTJ+vMmTPr3YeO4+jdd9+tPXr00FmzZrVSDw3Kysp0xowZ+vbbb+uSJUt04cKF270HHMfRzz//PEg7cMkll+h1113XrONnycbe8fpaulHWr19PdXU1/fv3b7N1I2bNmsWQIUMC3/nChQvp0aMHhYWFPPHEE1xwwQUATJkyhX333RcwdU9+9KMf8dxzzxGLxQCj7fAFZ+Xl5bRr145Ro0YxY8aMVjirXcMDDzzAk08+yb/+9S+6d+8eLL/55pu56aabgu8HH3www4YN46STTuKYY45J0+f4+oa5c+dy9dVXU1JSwjnnnMPhhx9OTk4OtbW1FBQU7NQsrap89tlnxGIx/ve//3HHHXcAJulWp06dGn1OW7Zs4d1332XatGmccMIJHHzwwQCsXLmSffbZh6VLl+I4DgceeCC//e1v+e53v0txcXGj978n4dcaqaiooLy8nAEDBhCJRFi1ahXFxcWUlJSQk5PTZv+LrQnXddmyZQudOnWitraWvLy8tPXPPPMMV1xxBSeffDKXXXYZY8eObfIxVJWXXnqJV155hQMPPJAhQ4YwZcoUunXrxtatWzn44IOJRCKsX7+eAQMGUFtby9KlS1m4cCF/+ctfWLduHX379qWoqIg1a9ZgWRZr1qyhU6dODBs2jKOOOooxY8awevVqwuEww4YNIxqNMmjQIKqrq9l3332ZO3cuXbt23aVrlHWj7B34WpGNRCJBZWUl7du3N0yrDT/cRITnn3+e/v37M27cuGAQXLduHf/3f/+H4zhccMEFfPLJJ1x55ZXYts1xxx3H66+/zlVXXcXdd9/NokWLGDBgQLDPaDTKv//9b0499dQ2pV9xHIebb76Z3/72t5SUlFBWVkZVVRUDBgzgjTfeYN68eUyePJk777wz7Tevra1l06ZNbN26lcrKSg466CBqa2t54403OPvsszn00EN54403Gt2Puro6XnjhBc477zzGjx/PmDFjWL58OW+//TYAM2bMYNSoUc06V1Xl+uuv5/XXX2fSpEksWbKECRMmcM899wQEsy0gFosFhbgqKiro27dvMHi1a9euTd1/ewNUlSlTplBYWMjAgQPTBLwrV67kueee48477+Suu+7ilFNOobCwMG37yspKPvnkEzZt2kReXh5jxoyhR48ezJ8/n1//+tesXr2aSy65hMmTJzNv3jz2339/1q1bR4cOHXj//fexLItu3bqxePFi8vPz6d+/P/379+f000/n0EMPrfesjcfjrF+/nhkzZvD666+zcOFCunfvTiwW48svvyQWi3HaaacRDoe5//77mTdvXtpEoinIko29A22ObIwYMUJnz57d5O0SiQQzZ86kuLg4bYBti1iwYAEnn3wyN910ExMmTKCuro5hw4bRr18/li1bBsCBBx7IZ599BsBpp51Gbm4u7733HtOnT2fDhg388Ic/DNZ/FfDKK69w5plnctlll3HLLbdw6qmn0rVrVx577LGgjeu6wQy7b9++rF69mpqaGkpLS4MB7pVXXuHkk0+me/fuwcOutLSUY445hrFjx+7QsnHKKafw+uuvU1dXBxjyFolE+PzzzwMRnF/lszmYPXs2I0eO5KOPPuLggw8mLy+P+++/n4suuqjZ+24N+M+gRCLBnDlzqKyspKSkhJ49e7ZINMLXBY7jsGTJErZs2cKIESMoKipKW//xxx/zu9/9jk8//ZSDDz6YoUOHYlkWy5Yt4+2332bfffele/fuVFVVMXXqVDZu3Ejv3r354Q9/yJVXXrlHI/VmzpzJW2+9RWVlJYcccghHHHHELu8rSzb2DrQ5siEiOnr0aI4++mgOOuggTjrppJ2ath3HYebMmRQUFDBw4MA2bdGYMWMGBx98ML169aJTp05MmTIFx3FIJBJcc801XHnllXTt2pV7772Xfv36EQqFOOecc4LZe+aM5quCc889l4kTJ3LwwQdzxhlnUFpayjvvvIOIBHVSVq9eTWFhIaWlpfTq1avB+2Du3LlcfPHFHHDAAfTs2RPHcVizZg2vvfYa8XicSZMmbTes8Fvf+hbnnnsuvXv35sorr+S///3vbhksr776au6++25+9atfBXk7Hn/88RaLRmltJBIJtm7dSk5ODkVFRUyfPp2SkhJKS0spKSlp0//fPYGtW7dSVFSEqmLbdj0rUVlZGe+++y5LliwBoEuXLpx44ol7JbGrqalh2rRpDBkyZJdrVGXJxl6C1haNNPVVXFysDz/8sN58882677776sknn6zxeFx3hLq6Ol26dGmbFoO6rquff/657rfffvrHP/5R77zzTn3hhRc0kUjoCy+8oIC+/fbb9babPXu2Anreeeft+U7vQTz55JPap08fHTp0qN5www06ZcoUnTx5sn7xxReqamqm+Cr3psJxHP3BD36ggE6ZMqXeetd1dcmSJdqtW7cgUmRnSCQSOmfOnF3qDykZP7/97W/r5MmT9Z133tmlfe3t8GuFLF26VCdPnhwIYcvKyrKZTneC5cuX6xdffNFgjZW2hPLycv344493ObszWYHoXvFqc5aNSCSio0ePZvLkycRiMfr06cPNN9/MxRdfXK+t4zisWLGCPn36tGkfcDwe58MPP+T3v/89J554IldccUXa+tWrV9OrVy/Ky8vriQRra2uZPn06BxxwwFd6RhiLxXjllVf48MMPueyyywiHw3Tq1Ini4uJmnXdtbS1//OMf+cc//sHvfvc7jj/++HptjjzySN59913uv/9+Lrvsskbt97e//S033HADd999Nz/5yU8aTJJV987fUL/vYoG6iCp5R53HczdfwYMvv8Ufr/ohg/r1Sm7kuqAK6gbbICmWPxHyv/GdJl2DvQn+88rPnNmpUye6detWz2WQhblW69atY9myZc2yDOwNqKioYNu2bfTp06fJ22YtG3sH2hzZEBG94YYbOPfcc7nuuutYuHAhr7zySr3y547jMHv2bCKRCEOGDGnTA+2//vUvbr/9ds455xwuv/zyBtusXbt2lwVUbRlbtmxh7dq1lJeX06lTpxZLcezjuOOOo6amhnvvvZcxY8Y02Ob444/nf//7H0VFRRx33HE8//zz291f3Qt3guMw7pq7mbfGlIV/+ZcXcMy+wyG/AOwQWDaIgGU1SDZUFSwLrBBq2WDbvDprFSeO7NUoshHAsnDCuWDZqGXjiiHkoi4qFohFuzGHNefy7VbU1dWxYcMGQqEQPXr0YO3atbRv375eRMbXHX6WWJ9stOVnYVlZGapK+/btG71NlmzsHWiTZANg7NixHHjggdx22231ZvOqyqxZswiFQgwdOrTN/rnee+89/vrXv/LJJ5/wyCOPcMwxx7R2l1odqkp5eTmVlZX06tWLNWvWYNs2HTt2bPEU2n5676VLl+5QHJdIJFi3bh0HH3wwq1at4t8/PZMjRuyD2DaSm4vYthnwbRscBxyHR975nJ88+jJFuTnYtsUZE8fyx0vPgpzcnZINwCxPIRvPTlnKWeP7tzjZcEIRXCuEY4WJ2znBeoCeg5qX2bEloaosXryYjRs3kpeXF2iaskhi48aNrF+/nqFDh7bZsgx+Ov3hw4c3OmNtlmzsHWhzBQ46dOjA1q1bOemkk7j++uuxbRtV5amnnmLGjBnk5+czfvx4evXqxaeffspdd93FH//4xzZhZlVV5s2bR1lZGXfeeSc1NTUcc8wxPPbYY2nFl76uWLNmDatWrcK2bbp27Yqq0qNHjxY9xpIlS3j00Ueprq7mmWee4emnn97ug7nij1cBZqbYDphzzRl8uGglP3jyVY4dNYAbTjmCLrZtyIYPj3BcdMQEXvhkBseOHYyK8I9PZ4BPlkRQfxtv0FfLRkMh81msJGlQNYO/qiEa3jFUUv7aqWTDIx/qEQx2MNnQnZD0tQtmprV1xRCWPgNa1rrUGIgIAwcOZJ999mHbtm2ICKrKwoULKS0tpbS0tM1OOloKHTt2pKKigqlTpzJixIg2KRZv164dw4cPZ86cOYwYMYKSkpLW7tIOsa9VoBXqNHs/i4m+oarHtkCXWg1t0rLxwAMPcOmllwbLYrFYkBRo2LBhrFq1ioqKirTtGjrPH//4xzz//POcdtpp/OIXv2CfffYJ1r3xxhsMGjSIfv367b6T8bBgwQJuv/12XnvtNTZs2MCQIUM466yzuOaaa77WJmFVpaKigs2bN9O/f3+2bdtGJBKhoKBgtw0cp5xyCi+//DJg7oGjjz46WOeTi4YgniVCLGFzdR33vjOZFybP4e1fX0S/Xt3MAJ+Is6G8knv/8yHXnnw4x9/+OLeccQyz12xi3pqN3Hf59yCvwFgamkg2/jV1CaeO9lyJqRYRfx8+UsmGHTbtxMIVj3z4zSwbx47gWIZoOVYozfIhaGBlgXSyoQgJCeNi42KR0BAjBuxaQqbmQFVZv349a9euJZFIsM8++7SJAmW7Gxs3bmTr1q1tpjpsQ9i2bRu5ubmNej62pmVjoJWr9+b2bfZ+Tqhd0OatM23OspGXl8eRRx4ZfF+6dClz587lF7/4BW+++SaJRIKcnByKi4s56KCDeP311zn//PP5yU9+wh133EFdXR0TJkzgqquuok+fPmzdupVNmzYxYMAASkpKiMVivPPOOxx77LEUFRXx/vvvM27cuBY9B9d1g4yUzz77LD/96U+56qqrePvtt9m2bRtHHXUU48aN+1oTja1bt7Js2TISiURgvWhOaJ6qsmjRItauXctTTz3FBx98wMiRI/nd737H8OHDg3bXX389L7/8MoO7dOCAua9TMff1Jh+rY0Euv/32ofRoX8QJdzzJPeeewLqKaq75+3+pqjOZW886eAxnHTSa7/3pWY4cNYi3Zy7k1gtPpTgUhkiu0WZ4hMF3lajnNvHdGKkIiIbX3rU9a4zVsDBaRXCtsEdeJI04mPVJguJYIRwxZENQLEwojOBiqeu5XZLHcaX+Macv2oSrFgk3hAscMGT3z0j9IoNdu3aloqICEQlE4926dfva/r86d+5M586dqaurY82aNfTr169NFGxLha/ZWLBgQZA5eW+EiGCFvt4WNR9tzrKRmUG0V69edOzYkUgkQteuXXn11VeDZEcN4ac//Sl/+tOf6NOnD3/+85+ZNWsWjz32GGPGjOH444/nhRdeCLJGduzYkQEDBtCtWzfOOOMMBg4cyNatW+nevTvDhg1rdJ+rqqp4//33ef/99/n888/59NNPUTUlo0eMGMGHH35Iu3btWLFiBaNGjWoTLp/dAT+rYM+ePdm2bRuu6zbb/L169WruuusuPv74Y9atW0dJSQkXXXQRRx55JOeffz6HH344d999N1UPXcfNL7/PYx9O45ZTDuPsCcPBdRu0iPkI+pXyoBYrqbEQ2+a5yXN49MMvqaiJMscThAJMHNyHFZvLWLWlnEHdOlJSkM+t53+biaOHQiTXc4UYq4PaYbANgahHNjzLxtSl6xnf2wgANRRuMtlQy0Y9CwcixO1cXO+7b90QdbHUQdDgu09KFPHahlA118DFJqEhz7php5ENVTEWENfCVYvDRuyZgT+RSLBixQrWr19PSUkJ/fr1a5FEa20RiUSCefPmEY/HGT58ODk5Oa3dpSZj48aNLFmyhHHjxm23/61p2Rhk5+mfCvo2ez/HVc7PWjZaG+eeey6vvPIKzz33HIlEgldeeYUXX3yR6dOn88EHHzBhwgTuv/9+XnrpJWpra4PZzj777MNJJ50UZNJ77733GDt2LA8++CCffPIJ7733HkuWLOGDDz7g9ttv5y9/+QtlZWWUlJQwefJk3nrrLXr06MGHH37Ixx9/zMyZM1m3bh25ubn06dOHQw89lLq6Ou666y5qamo44ogjOOyww/jNb37De++9x6uvvsr999/P2WefjW3brF+//mtrzaitrWXlypVs2rSJjh07kkgkWizB0D333MOyZcv43e9+xze/+c20GdzxvYqIzptE5V+v46aX3+PD+Sv48Nrz6NOuCHXrk4xGkZ4Ui4A6DmeMH8qZ+w0Hy2gIKqNxqmNxPl+6hr6dSxnbrweWZTHqF/fwz0+nE3VcjpwwJjiehizEdVDAAlyRpBvFO5YrwsKtNYwZYlx+vpXBF3kmO5QUi/oEwxWPZHhukpAbC8iF2Xe6xULFSrpRSL8eflvFMuSD5LFdNaQirX3K93dm1QUkRRW+OXr3DHyhUIh99tmHvn37sn79elzXJR6Ps2XLFjp37tzmZvjNQSgUYsSIEaxcuZIZM2aw3377tTldi2+hmTVrFmPHjt37UhwISPjrc0/tCG2ObCQSibTPV111FQUFBYH/sW/fvixfvpyLL76Yv/71r4DJ+//ll19y2WWXcfnll3PFFVfw5z//mRdffJFYLMbPfvYz7rrrLu655x7uuecezjrrLAYOHMjs2bMpLi5mwYIFvPfee4ARKfbs2ZPbb7+d999/nyOPPJIjjjiCs88+m/z8fPLy8pg3bx5ffPEFeXl53HHHHRx77LGBHmTZsmUcd9xxAMybN4/HH3+cTp06MWjQoL3vj7KbUVZWRlFREdFolJycHCZMmEAkEmmRfb///vv8/Oc/Z+nSpfzlL3/h8MMPx7Isah67EVRR1+XZz2axbHMZ/5o6j27tinj+8u/QuSAPXAWMqGt7D18JNfG3chWxhJL8XEoK8jh1v3ZpwtHB3Tvz4GsfoSIB2QDSCEJgrfCIQpJsGBLghHLNJp6VAsBOxBrsTqqbJDVCJRbKw5EQKoYw+JYKxUJwsakvdhM0cLG4arbTFCLiqoUlSWuM49pp64GAaPj437R4oF09flzLR07Yth2452pqatiwYQNLly6lR48e9OjRo8Ujm/ZWiAh9+vQJwubLy8v3etFlJnr16tWoIomtAiHrRvHQ5v5RM2bMoLa2lpkzZ3LUUUcxatSoIFrgjjvu4Be/+AUADz30ENu2bSMWi/Hee+9RXV3NAw88wMiRI3n88ceJRCKceeaZjB49mmg0ymuvvcb69es5+OCDKS0t5bbbbiMej1NbW8tRRx3F0qVLqaqq4u9//ztg6lM88sgjfOc7JkGSqlJbW0t+fj7Dhw/n9NNPb7D//p86NzeXkSNH0r1796+daK28vJzly5dTW1vLyJEjadeuXaPD2BqL9evXM3XqVADOOOMMTt5vOE9flp7M6rT9hvH4R9N56MKT2L9/DxPN4TgNWjV8V0ngJmkIDZBFkZ08AMUCS3j2irP59XOvG54TrQtCYEUVvzeWE8cNNY2MOV77VNeLioVjRYx1wxeHegJPR0KBm6Qh7YWDjViW0XgInlDUDbYBcLEC0pFq3YCkNUNVcBXiro3jWljihfQqOBnE4z9TkxOMb+3b8o+s/Px8Ro8eTXV1NStXriQej6OqWJb1tZkAhMNhotEoc+fOpWfPnvTq1WvnG+0lEBFKS0spLy9n06ZN7LPPPm3OQvN1QJsjGyLC3/72N/Lz8xk7dizz589n06ZNFBcXc8899yAiDB06lEMPPZRp06axcuVKunbtyoYNG1i9ejUVFRVB1Mell17K1KlTGTduHLZtc+2113Lrrbdyyimn0KFDBzZs2AAYUero0aOpqqpi8ODBnHjiiSxbtoycnBzOPPNMfvCDH3DTTTcxc+ZMysvLd3iju67LlVdeyejRo2nXrh1HHXXUnrp0rQ5Vpa6ujrlz59KnTx+6du3a4rOR2tparrnmGh588IG05S9PnsPEm7dx9znHsV+fbgDcdMrh3PTtw1B1k2GjYuFbNdhR33ZGInx45ET8fXlRK2TcI+GQzeXHf4Nv/PpP2CGb33z/FIqLMkRvbrowNHBbWDYTRw/BsSPGIuGRBwBRM+T7ZgLbje+0y8ayIbhqBxaHQKchDWtYfGuGQyj4XM96gSBilgqK6yYH8oQrxoKi6ZfGzdjHv6c4OK4hJKfv37L3TkFBAUOHDgVMkrzly5fTu3dvunfvvnfOmlsYOTk5jB07lpkzZxKNRtvcoF1QUMDChQuDjMp7BQQk3Hau4e5EmxOI5ufn69ixY1mwYAFjx44NyndfddVVPPDAA5SWljJ69GhmzZrFhg0buPfee7nyyisJhUI4jkNtbS1g/livvfYaZ511FmeffXaQlKl///78+c9/ZtKkSYwbN46pU6dy3333cdlll7H//vtTUlLCiy++CCRzfqQis2x7JlSVGTNm0KNHj69N0qHq6mqWL19OQUEBffv2NXnyd8NDrO61h3hr6hwu+MOj3Hb+t5m2eCUP/u9jTjtwNC99NiNod+85x3PRIWPNF8+KoY5jXBbQsF4j1aLRANGQhmbAKdtkko0g0ZclSeuHJWyqrOGG517njWnzueWi0znzqIMhkuu5TQTX+6yWbQSeGLKxvqKWTu1Ldko2SAlRda1kqKpv4XDFMlYHjFvEJwzi2SkyyUZq1IyrJtTVD3d1fJeKSmDpAEMUYk7IE4xaxJ0UnYsaguG63nEzjqcqAdlIOBLwr+9NbPn7qbKyMrDAtUU9w64iHo+zdu1aevfu3ebOua6ujmnTpjFgwIDg+dqaAtHBOfn6YLfmVxk/csWsNi8QbXNko0OHDvr+++/TsWNHDjzwQDZv3szixYvp2rUrzz33HJdeeim5ubnU1NQQCoV49NFHueGGGwiHw0ybNg2ASCTCqFGjmDJlCscffzxPPvkk11xzDW+++SaffvopPXv2ZNWqVZxxxhls3ryZ7t27s2nTJlatWkVBQQE33XQTN998Mxs3muiCSy+9lFGjRnHhhRfuUHOwefPmoJR5W/sT7wpUlQULFrBly5ZghtjSZum61x9JfnFdYvEEp//f/VTW1BGxhStOPJTj9x3Gybc+zBvTFwRNjx05gMq6GJ2K8rn+W99gUOcOTSMbGe6UhtwlErLrZez0v4tlNUg2/Eyjny9cwZWP/JOC/FzuvOxsRg8dZNwe4YjJj2GHca0QaoVwLZsXP5rOyYcfGBCI4JDq1HOhuClkZEdkw7dOWLgB2bDwrlEKmfGtID7RcNUipikiU7XSok8ctXFUiDt2mkXDt2Ko1tdwuJq85DGPZLgqmcae3UI6fE3R4sWLKSwspEuXLl+L/29dXR1Llixh8ODBbUrDUlVVRSgUIjfXaJhalWzk5utfeg1s9n6OWDwzSzb2NNq3b6/vvvsuY8aMCXyqQ4YM4d133yU/P58OHTpw7rnn8thjjwFQUlJCeXk5Xbt2RUSorq4mHA4TDoeJxWJMmDCBDRs2cMcdd/DNb34zOE6/fv14/vnnmTBhAmBcKQceeCB33HEH++67L4lEItCKjB49munTp2+3z6rKqlWrWLNmDaNHj/7KZwOtq6ujvLycLl26sGXLFkpKSlr8YVX35uPmg5shWPRHn3jMpAb3XCT9Lr6Z/JwwSzcYS9RjPzyFHu2LmLp0DX96axKfXncRnQpyQd16ZEN8EpCKVKtFBvmQTJN7SoishPyQ1AySYTZMtrVDOHaIR9/6jNue/S/7DRvAMQeMoX+fXnxjv7GNIhvJ5Fv1yYYbvCfbq0hANIL2SOAUscSpl8hLNd11AhB3wzhYOK5N3LUDq4ajQsRKpJENVYLtYo6v50haMETM5fF/EtfTeqRaNTIvtd/FliYeZWVlLFu2jHg8Tv/+/b/yWis/N01FRQUjR45sU6Gxqsr8+fPp27cv+fn5WbKxF2CvIhsiMhKoU9VF22tTUFCg11xzDTfddBOu6/LOO+9wyimnUFdXB5gCbC+//DInn3wyDz30EO3ateOggw7iiy++YOHChYwcOZJ58+axcOFC7rjjDoqKinjyySe58MILKSwspKqqqt4xbdtmzJgxRCIRZsyYwcUXX8yvfvUrFi5cSJcuXVDVHRYAW7x4Mdu2bWPUqFFt6g/bVPgJk9auXUvPnj3p27dvi+6/5oPnABAnjjhOsgZI6j3suoaAuC4kEkE0x/TFK1i8eh0TB/XBcRy6FeUjubngKtc+/V9Wby7j8fNPNNoEv6ZIKlLJRipRSFmWbGoltRlQ35qRuY9MsuG3s41lpDLmcOQv/sCsZasB2PLOM0QKCnHCeUmy8fF0TjpiYpDpMzPLZ2pOjNT8Gam6iobIhq/VSHWnJE/ZSSMbrhr3iZ9TI+aGgggVx7NsuK7gqHGdhCw3bd8AjiskXMFxk/oNS5LulGjCMiJSb33qT5+SVBUwhMRx4YLDaTGoKtu2bSMej9OlSxdqamq+0pMHVQ3C0vfdd982ZdFZu3Ytq1at4oADDtjhQC0iXYAxqvpGS/dhcF6+PtR3ULP3c9j8GVmy0VIQkU7AvcAHwGOq2qCSzbIs9S0FPXv2BIxv9bXXXuO2225jxowZuK5LeXl5oyIcXNetZ9ofPXo0q1evZsuWLQCMGzeOH/7wh7z22mv85z//Cdrdf//9nHnmmdvNCeFrEzZt2kT79u3blClyV7B8+XJqamrYZ599WpRUVX/6TwBDMFwHcY3FQnwy4cOvD+I6JpmVmugSEglwEqaiqr/MMRYRdRyqY3GOu+UR+pSWcN1xBzGwS9Kl0lCECZBGFNIsGZluk5Tl4lnCdmjR8LdLIRuEwriWzWk3/pnXvzDak7/e8DPO+PYJAdmYsmwDowbvs0tkw48Y0eA9hYB4lo3gNEh/XjgkLRdRN+lCjLmhILdG3PEcMX6yLzVkIlWPYYuScK0gGsWPVkklGkGfvHW1MWu7pV18MpJqHfn+oQ233VVEo1GmTp1KaWkp/fv3b7PFzRqDeDxOKBSipqamTSVBW7JkCQMGDNgZ2XgGOBH4CHhEVf/VUscfkpevD+3T/FpBh86ZniUbzTq4yCmYiJhXVbVWRC4GBgFPquqs7WwTdLi0tJS1a9cGOom6ujpWrFjR5DLjc+fOZcuWLRxyyCH06dOH5cuXU1dXR15eHl27dmXdunVB2/nz5zN9+nTOOuusYFlNTU29ZFyJRILZs2fTt2/fFg/r3JtQU1PD4sWL6d+/f4vXLKn6/N+AF7bpDf4SjyE+4fDt6L4rxS8s5hMKdSEUhkQ8STr8dT6J8MhJRXkl9772EX995wsOGdyXq44+gLF9uplIlRRIhoUjWL6daJPk8qSrZYcWjYy2wTpPUPr0e5P4wZ3GRbj49Wfo2KkTTiiHWMRErgS6C+8YmanN/fwZgQsFKyAZQZsMsuG/ZxIPH6kWDUWIu8kolrqEGYB9shFLWGmhrWHb9M8WI0Z1XAnEn/4lElHCtoslUBc3v1vCNYRDFeKJ+vecv73vfjH7AdsyC1rKxZJIJFi2bBkbN25kzJgxbWogbiqqq6uZPn06gwcPbjMuJC+EebsDtYgMAF4G9gWOBP4PuBiYq6p1zT1+lmwk0drxXL8GngduEpF84AWgGNhXRHY4TTj99NPZsmVLoKkAk7uiqUQDYNiwYYwePZp33nmH5cuXB/v6v//7P9avX5/WdsiQIZx55plUVVVxyy23ANTTa8RiMaZNm0ZBQUGbS5DTWDiOw9KlS5k2bRrt27cnPz+/xYhG5Rf/pWrSf4IBOzUBVVqJdQ9ubgEayU0WLwMIR0za71QUFkNunnmltc2huH07fnP60cz9w8/Yf5+enPHgi3zrj89w3wdfMmXNJqxwuMGIE7GspNsklTBkwnObiG2bkS+IRskQke4EZx91EFtfN2TjRzfdxbS5RvT6vw8nmWvR2JDcDPhkIhB5BhElNo7WT8Llb+OojYNN3Gsbd9P1HmHbxbZcbFFElJDt59Pw9B2OhesKccfCcZMCUR+WpQEhAUNOQpYbLFNNcjv/Mvr7ydT5plpInvlYeeL9XbpUaQiFQgwcOJAxY8aQn5/Ptm3b6hWB/KqgoKCAkSNHsnDhwrQJ2N6MRjyTrgKiqhpV1de8AX0GZkx6V0RObF4HwLKl2a9GnuuxIrJARBaLyK+a1e/dgD1q2RCRE4CxwL9VdaaIfAN4HHgLaAfcDIwHRgHPquq0zH3069dPb7zxRk488UTefvttnnvuuaBKZ0sjHo+zbNkyBg3avs9t0aJF9OzZM82yMXfuXPLy8ujbt2+b8nE2BqpKIpHAsiyWLl1K7969W8xlUjb9fcRNYLkJ4y5J0WNYThxcF3GMdcLNyUuKFRNxk9Lbso2eI6XcuptbELheJB4zVo5EHHLzzbvrQCxm3CyugzoOGo8TSyR4eco8Ji1ayRszFzGyZ2c6Fhdy8eHjGdHdzOoadJ/Ydro2A9ItGqkWC3+7VIuGj6Dqa8p6v85JKExNPMGTb37KzY/9g5OP/AbjvnE4Zx8zEceKEA/lBNaLTPjEzc+lkam5sMVJ5snIiAjJ1G345MRRE2HiazPAkAkRxRalJhExx1HBca3AeuG6Eug2AK9OSlIEGrEVyzL78MlFLGEFbR3X9CEaz+inQiyRTlxEIGRrcPkd1+g5VCHhwA9bKN3Npk2bWLRo0VfatVJTU8P69evp379/a3elUdhRNIqITATOB8YAV6nqhyJyNPBNQIDRQA1wqaqubeqxh+QX6KODm19dd+L0L3fmCrKBhZh+rwYmA2ep6txmH7yFsMfIhoi0Bx4AXgS+B/xcVZeJyN+B6cAy4HRgERAB5gHPZGo3Mgux7U2Ix01XLcvCsqyvHNGoqalh0aJFRCKRIPlRS2D9/GnYbhzLTRCK1QRkA8sOSIeViIHr4uTkG+KgrnGlAE6OIRRWIopVV42omkybvgvCIxtOXhFWrM4QEtcxmTpdx7haYlGoq0UTcdT/HSOGRNXG4lz20Is89+kMTtl3KE/96FSAdEvH9lwnfrtMkgFpUSr11m2PbATTePM+c8U6/vXRZCoLunDkkO4ccsSROFaEhB0hYdUf6HZGNoA0HUcqLEwdkc2b1pGTk0e79qU4EmmQaJiuG6KQ1GBYxF2bqpjpV6r7wycyligJV4zbA0UEIrZLJJS0ZJjwWQmIh08a/FBY14tmMcvMOruBy+54udycFE9TS5CORCIR6JdGjRrV/B3upaisrKS2tpbOnTu3dld2iIbIhohYmuIjFZGfAe1U9SYRuRVj7bjZW7cfsEpV14uIrar1c/ZvB0MKCvSxoY0v2rk9HDx1ys7IxoHATap6jPf9WgBVva3ZB28h7FbFomfJqAY+BKLAEuDfQB7GerEMY9m4A9gPw8zuAPoB/YHPgQX1drwXIh6PM2PGDLp16xbUXPgqYfXq1axYsSKtjkJzsW7+dIA0A71aIRJ2GHEdkyPCIxSx/Pbmu1frI1pQiuU6SUsImHDQ3II04aiT51XQdZP7MssLkVDEEI9YNFjuE4hUbUZeJMxhw/dhxeYynvrJmWb/QL10l4DYofphsdtDmmUkQ8dhNm74cwpG7tObEQP78fikxVx805083bErY8aMDdb7Gg3/M5DM9KniaTYk+LwjbN1WxuUXn8u6NStJJBJEo1H+/tw/6Tlo/zQdhu8y8euhJDyxqN8mL5wglrAh5IWwpmwbd8TwQ4WQldRYJFwJRKTB5ROtl5PDsoxvOOZNUfy5lOMmCYdPThqaZ/31TfP+o6N3eCl2iFAoxIABA3BdF8dxmDdv3leyuqxlWSxevBhgryccDWCIiGxQ1S3edwsoEJFugAIXi8hm4EFVnQwgInnABSJyLHC9qs5olZ43jB7AqpTvq4H9W6kvDWK3aDZE5EQReQ/4BVDpMcgE8CnwEPBjjOUC4F1gOcbSMQvjQ3sbY+VoEyk24/E4M2fOpH379i02EO8tqKmpQVUpLi5m/Pjx9OzZs9mpmzfOncKGeVPTljmWyRuRCCVdMvFIAfG8EmJ57YJlsfz2xAo6pA2+8UgBTjjpxnJyC3DyinBy0x/uGorg5BXi5BendygcMaNUKJxekt22IRSCSIRIXh49S9uln7sv3LRtxHefZMJbj1+B1RcXNNbqlZravKH9q4s4cS44cDAP/uJHnP7DK7jl9j+QG6sgJ1FDTqKGkBvD2slkrKEIlGQyLwU3wUXnnMp+Ew7gw0+n8MXkqXz//At5/bX/ELIS2J4Vw/ZIhiXJeilhyyFsOUTsBCHLNUTDP1Y9XYV3qmIsFQnHuFxsT29hWxoQBX9b/xIl9SCey8RSUuvlOW6SaKQeqyE8/DY88s4OL9lO4Vs4O3TowPTp01m1ahV7S/RfS6CgoIDRo0ezePFiNm3a1NrdaSoOByaJyNWeLuMbwBJVXaeq1wEHA8d5yxGRkPe9EHga43bZKYQW02x0FJEpKa+LGzhUJvaqm61FLRsi0hHIB64DPlTVX/rrVDUGvCYiFcB6VV3sLVcR+TNwr4jcq6rzgMtF5P9UdWNL9m93wS89379//6+M60RVWb16NStXrmTUqFEUFxfvfKOdoGzau7h2GMsK4VphLJwgg2XqYBjNKTZWC3WwPQtFNLfEtFHFVhfHCgel0G3HWDsSOUVYbhxx4sGI4oRMoi7L8sJl/b+fWGg44oXRpgzE4bAhDV5orL+fcMhm8frNqOumj1Kp1g3brh9pklK1NQ07smrsgsjzo6UbOf7g8Ux65j6OvuRavpy3iKOPPJxvHXcMHbsmCbArVr1sn4CXtMtNhqdmzEMqKytYs2YV1/7yKiJOFeFElIHdS/nvW++SK7VUUVSvT2mVX0laIPIjceKOjbiCFRLqUsiHsYqYS5FqjYg7FpalQRpzSLnsKAlv3yHbkJFUHYftkZGEk/zuJmU9SbdKAyVxfMLxgyMbuuo7h4jQvXt32rdvz4IFC+jQocNXysJRUFDAqFGj2hyJUtX7ReR/wPUY4vAIMDdl/XIR+Rg4TEQ+UtWEiAwBXgW6YcgKInIccCtwvKrWV80KOy7e2Hhs3kk0ymogtSBMT6DJGpPdiRaxbHiWjM+BGzAn+F9ggYh0EZFzReRQL3EKqvqxqi6W9FH5A4xLJfhLtwWikUgk2Lx5M506dWLAgAFfGaLhOA4zZsxg8+bNjBs3jqKi+gNJU1Ax9Q0qpr5htBdOPHB7OFY4adoXi2gon2ikMG2QqsotpSa3ffBdxcaxk/kcjDUkj3gk+QBXy8YN5eD4y7xjWAkTNpteXt0yo044AhlC17Wbt/Hrv7/K8B/fwrl3/42SgpTwZttGvAgVsUPbzccRRJukWjMaYxnKjGzx+5nptvEe8qu3VSFOgj4dipj1wv1ccsrRLJ47m6O+/R2e+Mt9bF4yh4hTS8Spw8ZzO+n271ffqmHhYotD+5JC8nLzWLdiGTnxGgCOO+oItpVXctUVl1FXsQFbHGPRaKBYmy1KyHLJsePk2EkZlutFrIQsJRJy007PJwWOK1ieO8WytF5xNoCQpYQ8qwdATli9V3KfIdu8/CiVkJ1+iS2rXh62AM21cvjFHAsKCli2bBnr1q1rcwP09lBYWEhRURFLlixh8+bNrd2dRkNVl6rqBcBFqvpf4EYR+Q0EGsMhXjvXE2BGgb9irB73e7s5FSMiHe5t17SyzC2HycBAEenn9eFMjGRhr0GzLBsikgu8hhF03qyq//OWfw5cAfwWQySiQGcR+Z6qlmeKbDzrxhmqGq1/lL0TjuMwa9YsCgoK2kzM+c6gqtTW1pKfn0/Pnj0pLS1tFoEqm/4+ACI2osZSkSQXKW4Q2wzyvnWjIlwKgE2CiGtC3U09D8sIQ9W0NWXSLcTbzvUSeVlpib5cY+1QDba3EtG0iBW1bWPhsM3fYVNlGTc8/i9enjSTcw4dz7NXncPQTu2wLSsZawmo6wauk+1GmuwIDeXsyEzwtQsIh0J8+4iDOemoQ7h82anc8cQ/+OMTz3Piccdw3a9+gZ2f44kvFdQIOS1cbBJpuo6EhgLiICIcdPBEPvt8EkO+dTiiDh2LcvnHE3/ld3fey0nHHMy/355CfqGxgPnRKObUXBxNJ2MF4ahJ/OUKldFI0DZiG3KgCp9//CaRSC6j9zs00GrYKUTG13NAMtw17LlS4o4ExCMc8pZ5gtRU7Ybpn/c9ZexvQI7TIlYOgE6dOjF//nw2b97M4MGDd1hPqS2hc+fOzJw5E7/ke1uBZ3UHEw15vYhMw+gH64A/em0c4C4ReRZjZYiJyKEY4jENIwUAuMwjJg+paiU0PnS1meeQEJHLgTcAG5MYc85uP3AT0CzLhpf0ZCPwlqr+T0QiIlKqqm9j8mccparfAy4FNnvvaANq3rZGNGbOnEl+fj4DBzY/7/3egFgsxpw5c5g/fz6qSseOHZtFNLbM/hTXNtktU+EnmfJdHz7RAKi2S6iy29XbV1qKbE0XepoiYukaCPFcMEFhNbGxo9XYddVY0dp69T2QpF6jLhbnpJvuJy8nzIw7fsbtZ3yTEZ3bG6KR2qdw2GQE9fQaDcKfKme+GoPUKbZkbNsQIVHM+XohvlYihhWvY1ivLjx+4xVM+8dfKN+0nrPP+T41a5ewdfVCVi2czraMqsWpsMXBZNFwCBGne/eufPrxhyalv3f8vNxcbrzxRqOxiJYF1g1fHGpOQQlZCXKsmHnZ8TTykR9JkBtyAqIB8OR9v+G3V5zIY/dcnbwkqZlMM07ftjSNfIQsJWwnNRu+jsPXdUC9Wnr1L6kmXSupePjtpJB0V1BYWMi4ceMoKChgzZo1u76jvQxFRUWMHDmS+fPnN1j2YW+Hqi5T1QuBkzGukfO9ybElHlR1rUc0BDOhfgITYdnFs94PwgRFRMH7+9rS7Fcj+/+aqg5S1X1U9ZYWv0DNREtoNm4E/ucl4ToWWC4i7wMvq+pqMKRERFaTrpZts3Bdlw4dOrTJEswNoby8nDlz5tC1a1eGDRvWrHNaP9+kRkkNulQrhKqF7cQQN2YyXoYLggRUdVZBvaRRipAgTARj2QgnaoPy6YKXN0McrBRXQChek0ZEfCuGlfB4rDdllngsSTLAezfbPfT6x3TvUMJd538bYlGj0cCLMklFahlSSA9V3RF2UFMFsVBVYq4SdxQLIT9is7k2TtQL6RQRepbksa0uzpaaOC6CAxzcpwMAy7ZWm66FbHLCIbq2L6asJkqtA7f96mc89o//MOHob1NcUkxxUTHrN2ygtLSUrl26MGG/fXnxpX9xy+9+x6GHHhL8Bj7OPvtsDvnGNxjUtydXXXw+h572fcorq/jNr36B4yTAMsRx27Zyyrdtpp+Xh8HXhfg/sauWRzgE17KojiVn9iHL5b7br+bfz97P0adcxI9//aDxKHlhsGmXMkM6oyppVgr/nvJ1HAnHr7eiQcpzn3emfc4oi+M46TpdH395w2xz6bEN/M47gWVZ9O/fH1WlsrKSNWvWMGDAgDZf0qC4uJixY8eSl5eH67rNFpO3BlR1BbAi5XsDJf84DOiLCWT4FPgXcAgQAz5NsZY0LBz/GqLZd7aqLhCRN4CBGEbYB7gAE33yFxEpAC4DjsZYO9osXNdl6dKl9O3blz59+rR2d5oNPzQvLy+P4cOHNyvb6dIlS7A1gW2FCblxXCuE5SYQXM+6YWM7MeryS1GxsdTBFYt4hoszk3SE3Di2Gw/M+6FELZC0kIiarBB2ImkYs+KGoKjtaULEgkTME4im+8nFS2+uIgjw0Kvv88TPzkFQ416xU5z8/jbhRvxtMhN7YdxUMUeJWFDjKJvqHOIKMVfpnh+iOCJ8vrGOkG0RsYWOeSHyc8LUJRLEFCxLsL0RL2wJBRHb5HOxLDbVmGdbYdgmoYoL2OoiboJEPE5dNIFbF+W7xx7GNRecQWXcYdFaI3hdX+MSj8V46u9PMXrMaO7+4x957/33OeSQQ5g4cSIhz8z/3hv/Y8zIYfzorFN55l+vYlsWj/zpLq649kZy8/L45IM3Wb9uLX974mFsy6JX3/6ccc5FHH38aYhIUKDNLzXvIxJyAuFnWfk2/v3s/eTk5vHT6x7wBnj1JC+GJPgWjkzthr/efDYWsdTQWNtSU5clYUiHJUa4mppno6FKsv5YkeJ5S4uiuf9/8OPjdn5LNAQRIT8/H8uymDJlCsOHD2+2Rqq1kZ+fj+u6TJkyhYEDB9K+ffudb9SG4Fk1Lgae9/QckzCCzKMw6Rrmt2b/9la0FI2+MiWP/GpPodtZRA4C7gbmAN9R1eUtdLw9Dr9ksarWK9zWFhGNRpkzZw4dOnSgb9++zfIbL1yyEgsLJBQ45mw3jis2FiDqEA/nkwjlBfqKmnCxsS74YYgZ1UXz3UoAElYY2yMcvtVCvdofljq4EEw5xXVM8q8U2NGaBvtsSEa6jXzWstUsWbuRcX27e6OJWS+RCPWqwKbCdxX5Wg5V6hJKXF2KIxYbahOsr3WocRRLhDGlOabOmiXkWkIkZFMQsrAEDuqal3TLeOfVsyiSnswLKIyEKIyEwLJQEd5avJlhnYvpXJiTtNqIuaqdivLoWOz1zbJxwiHa5+QwflAfHCzi8RjhkM3JB/6eDdsq2bR1G+9+Opl/PPs0N17/G8676Afsu+++fDZ5CldfdgntSor5aNJkSkqK6du7F/988XkOO+oYbrn513zj0CN57qXX6N2jMx++9yb3/ulPPPPEQ3zzuG9x2De/RfeeyayTfiIx00vBRZg/azIA8XgMx4kTCkUCi0KmoNVCvZor9X+S1GWpQlOjsVUvOiWFdDRAJPzjum464fD1HH7SMID7XjNFF3eFdNi2zaBBg9i0aRMLFy5k3Lhxbd5ialkWgwYNYs6cOYwePZrCwsLW7lJL4ghMSOz53vdBwIUYnce0VKtGC0ajtHm0CNlooGBNN0zo66cicrKqrm9ou7aEZcuWUVdXx+jRo9v8g6CsrIy5c+fSs2dPevXqtfMNtoM5i02kl50yg7chLdqjLmJmaZbrYGuCbbndEDSIiBBRjzSYATZPq9OOkRuvRjAVS333ia0xHDuCYiI9xHVABCeUayJOvCmoJBJpRCQgDCn9MxYN83391jK6+7k0/DomDTntU3QovrUioUpBxGJ+eZytUZewLRSHLYpzcyiM2PQL2+SFhHDw4BHyCxvQYGRqNfxlO7jnjLVGg/MTbxhGfc9FsvCcHxGkKcdUsYiFzOyza2k7upa2Y+TAfnDed5k2dyGPPfcSzz79dxShtH0J4jpc/aMLefGtj7noyl+y3/jxtG/fnlNOPZ3LLrmYsBsF6vjWEQcz4dAT+fyzT3j7jf9y/nePZfS4Cdz+p78RtpSYm3z8iJgQ1imfvOWdso1l2Q2edhCquoNoGp8MGELj6XrFMAvXSbpcfMuGTzBSSUrq54xIaG8bQzBSo0r+8gZccsx2u7VDdOrUiY4dO5Ja1botuiF8tGvXjgEDBjB//vw2V55+J5gNXKKqUREpxaR7SGBEovPSm+4ZgWhbQIulKxeRIuBXmMQn0zFJuravPttFtFa68k2bNtGuXbs2XevA/603bdpEKBSiQ4cOu7yvaYs2G9IgJmNDWOKEiCMoITdGyImRsCNBqXNf+OkniQoRD8SdqoLtWRH8iJSCuq0pGg0zGoQSdUFmUTDJvFwrZHJvuHGsRAzbMcJIScSNG0TV1E7R5GCsfoE2bwTxiciG8irGnnsV656/B+pqCSrEJqfWuKq4aqwSCyodKuIuitA1P0SfwjC1CZeIJdg+qcjQZDSI1IfwzshGRk0VP6rnmRlr+d6YnsFuNLC2mPegSF1KqHEq2cjcv6Z8V4TqUCHLV61mWI+OqBgrRDThMGXhSt756DP69+nJ4YcdysZtFRTm51GQn09BUTGWHQpqtGyOFnLxOSfRrkNHevXpz+FHn0zXbj1p36kL6zaU8eSDt/Lflx7HcRIMGbkff/77R8Qdy8tGarrjpyL3fo7AlZLqLknVX/hkw6Qxl8AyYTKXeiJQN10M6lss7IyfK418uBq4VfxLG7KFUMgPsVXO+cauDTJ+1tFoNMqIESNarPZQayGRSGDbNq7rtopVeEe1UVpo/7MwgtBzVDXNhTKsuEifOWBMs48x9q2P23zV15ZUI9Vhcmx8R1WXtOB+WxVbt24lGo3SrVu31u5Ks+A4DvPnz6dTp07NSi08daHhj/WU/CguFhYu1VYxIStOjmv0FbW2V/4cYzIPSywYGPLiVagICSuCKza58aogDwdAJFZFPJIPmAHUdmJBoiw7EcONhEzuDQsImSgXJ5KH2GFTvM0jJk5uAeLtN023YdueO0fJCYdJ+A582wavj4mEw7pal20xh+qE0qsoTM98m0550KcwTK6dDGvMC1mNIxipaKigW4Pr0olGKkZ3S0+6FlTH9VxPwV79iA1JsfKI8QsY0pG6kyQxyXdqGNajo9G9YFw+ueEQE8aOYr+xo1GxSLhKngVVtbWUbd5Evg21OcVs3LiWoqIi2hW7PPrIX/nvf19l06bN3PyrS6isKKOmphrbDtGrT38cJ4Fl24wa/w2AoFBbQ1aMVKIRLMuYO6USD7+tk5IYzCcfqS4Ufx+pScWgvuvEJyfRGKirFBak9/HFSS6n7990y4Rt2wwfPpxVq1YxdepU9ttvvzY9yQmFQqxdu5YtW7YwYsSIr5KFw8fJGM3GoswVknWjBGgxsuEVTLt/pw3bEKqqqpg3bx4jRoxo7a40CzU1NcyePZvi4uJm5QSZsmAbYPInuGphiUtEYkaIhxFYxkjOwmqtQiycoL0p+mUTlhgFsTLAz59hkx8tS0vWFYlVmRmxmCgWP88GAGLhio3rRYioCKJmUEyE84yrxTE5I9S2wE5/UDthY9mwJJoclMMRpi5ewdC+PXHCOZRV1rKtLk5p2LhD4ii9CiMUhYWQ9/AozfHLxDfiYbK9B+yumMk9i4aGcwOLxbBe+VTW1DJ1/hKWrl7HBccf5oUAg4YiacfSTCtJKjyXVOCK8XKTmO0ytxcTJYQhKmERcgrzKSoy5FIRQm6U4ohQtnk9a1ctp1vvfTjrrO8RjcX5yRVXAVBZVUOt3YnJn77HlM/eZuG82Qzs35e8UJyauJclVpKaHj8fhq/ZgPp6jrT065q0avjfU98Dl4v65ESDAdFxzc+blpfNNdEuwXausXZVVbt07eRHwJh9//MLF0uUk/dr2oxeROjduzedOnUiHA5TWVlJYWFhmx2ou3btGlTEHThwYJs9j4bgTa63O8HORqMYtO04q92IaDTKrFmzGDhwYLOiNPYGLF++nJ49e9KtW7dd+pMbkpGEn7Ap36oNllk4ON7t5KqJMjEZKB1imhMQkrAYl0bcziHsRMmNlhvRohVG1CWnrjwY3AAsJ4rlxolFPOuIF8kCxv3hek91FRsXsIhjJ+rMPvzRADPgKt6g68323XCu50JRorEYb30xg6MP3JcvVmyh0FY6RCzyc2xsXPoXeX+VnVkqGpvQCxrWYqQl+mp4X6rKglXrePbdL3h78gzGDR1Aab+h3HvfA/Tq0pFFq9ZyxhEHUhAxfRYnEVhvzO48Fwy+xgNMoG0yL0mDaCD1emb0kCFvbjJ6KBSic8cOdOpYSsL7WePRSlYsXY5aORQWl9CufUc65tVywpETOOHICXz4+Qx+ccVFVNXUcfo5lwEEpCMVOxOHpmoxkt/r/y7plg8v0sUzX4TsdNJiLCPJ+ixgZq6aUKyQUFYJ4ZBQWuIGlWsBXp7sNJlwgMk8qqosWrSInJwcBg8e3CbDYy3LYvjw4UybNo2tW7e2qaRfzULWshEgS7m2Az8Ovg1WMwTMQ3PFihVEo1GGDh1K9+7dd4lozF68nogVT0vSVByqpMg2SXsiRLHFc0/gD2bmPa5hYpq0dNjiIChxIoTcOGEv7TWq5NSVkVeblPiI62Ankrpjy02kkZB4pIBEyFgo/IEtHKvGdmKBXkEt27wycmRoKIKGIsQdhzVlNcxYtZlZa7by8YwFHD12MPv1as/I0lx6FITIsf3IjvqhrOak7B2vh+0n92ri75FwHK5+8Bl6f+ennPCLO6hxlJuvvpySjp3JzctjwTv/ZPLLTzKob0/mL1/tnaybDPn1CdgOoNs5B804P79dasI1s7w++fCtRyELLNsmJxJh+JDB9O/djVzLQRLV4CZYs3oVVVWVTNx/NM/+4z+88vxfeevVF3BUCFuOEXimIDP3hu/eUCQIZxVJRqFAkiBkulscN2X7lHUJR0mkpBZNOIrjJDPHuwqOt76uziUcMh2KxcXL0prc54uTXJ79pOkaORFhzJgx2LbNl19+SW1t7c432gsRCoUYO3YsHTp0wGlIeJ3FVxptjyLvZqgqS5YsoU+fPnTp0qW1u7NLcF2X+fPnU1dXt8vWDIAFS1ZhYYOYGyWmFkWhZGbAPNf7bIVxvVBUAAebhKZEGqSEtQpKrhqS4VohQvFaLy2V1zYw2RvXiGvnYFKOO7h2iHhOYdpo4Os7LHUMyfAeYmqHk9Enqrh2CBUL10mwraKaorwcXFeoicUpLQgz9ISLABg/uB9WdAcP853pMZoigGtM+fmU3+6u519j7vI1fPzXW+jZtTNuXiFOOJ+D9xvLSx9No7iwgFfeeo+E4zKs33aijFwHv86K+AJTddOsG0qGdmM78MvXJ1Ocp4hP09oldxa43ETIz8sjL98kdHOcGHk5NhvWrqQuYdG1ey9GjBzDupVzybHj1LqRelYMJxCKJvefWq4+VZ/hE4lUlwmkpyx3XE0LPlL1uKQYklHv+C64KcttWyivdOnZxdP6uELI08g4miQ8T30I5x6yoytbH5ZlMXjwYDZu3EgoFEpz9bQlhEIhHMdh8uTJDBs2rEUKPO7dyEaj+MhaNlLgmytramradC6NOXPm4Louo0eP3qX8GUuXLGHxkmVpyyJWjMJQdWA2z3OrAhJhqRPUI0loKEhF7Q8s/jY51BHxoqQV8QqmpfRPk2XJ4zlFxHOKgoEqFikkHspLGdDs+u4FT8vhD+JOOB8nnIcbyqEunmDJus18uWQtmyrrSLhKfk4Yp66G7/7sRgAOHzvM7D01xbqvyfBfqUh15Pul5DOR2ibz1UQUF+azetNWqqJxCEcMufKue4fifF783zv8/Pd/4oHrfkpuTkZukB3lCWkIAVHzk6cZC0mm5SKAH2K8k+i2VLeLoCYUVx2sUIhOnTszaPBgBvTrxdo1q5g86VMOPeIYNm7chJOIBcXYwCMCkkz2lWqpaEgUat4lTeDp58twXUM00vqZIgJNJMy740A8kdbMEA5XSSSUWNzFtoWtFVBdlyQa/jFSsSuF3USELl26EAqFmDVrFlu2bGn6TvYC2LbNwIEDmT17dpu10jQWvkC0ua+vArKWjRSsXr2a8vJyxo4d2ybj2/0Qs379+lFQULBLM5+Vi+Zhie3NbBMgBGGpipCrNQGJsDVhZqViESU3rVy53wYgkiLEFJS8WGUwaFmJmLFKeMXa4pGCIFTSxsGxI4itXhG3EI4VQrCDgmyuFUL8jJlePxOhXERdYrE4G7aV06Eon3AkQn5uLr06l7J6zVpqqqshZnPipb/kN+d/h2P3H01OyI+v9Ka3DZaG3wEJbcr1bkibsRNc+u2jyI2EOeWaW/n7Lb9g9OiRqCplFZV88uGHPPnSq7z6l9sZ3q8n1FY2rhuqDRII3dF5Qvq5pnw2Fik3zbqRSTD878G7WFjqBqHQCcnlqp9ewg8vvYouvQZTvm0zazauoqTzPuSXdAVcRCwSKVElfkn6dNKRJBea9jmdTKgXypxKOPyPQfrzFLKQcIwoNPXUXVVsS4jFXIoLbUI2lNfYlOQ7qJoCcVV1drA9mPoqCafp2UdFhL59+zJ79mz69evXJiPlSktL6dOnD/Pnz2fs2LGt3Z0s9gCyZCMFeXl5jBw5sk0KsGpqapg5cyZDhw7dZUHr6oWzkRR3iCtW2uCQQ11QZdXWRDBQxSTXiEEbqO6ZI0ndRV68Mk13AV5kSLzOhKyGjGAzyNaYMuDFQ3nBoGi7CRJ2BMt1vNmx576xzWw/Ho+xat1mymrqKC0uJBQKEwmF6NahGHETHHvhT9m0tYybfnwB44cO4MKTjsKqrTQjTywjP50IbE8w2RjdRWNCX3cEf/oN4DpccMxEwrbN2df+nrp4gorqGsKhED/+wQVMeuIPdC/OhyqjfUkjEk3sh7ieW8q7B9yUa1BP15HSR1GtX3zPt3BluF0Cl4q6wf5Vhc8/epuu3XpwypkXUBXPpUNuR9p1cUi4kIjVsHHVPPLbdSe/uAtYpnKsm2HJSI0+8ZelIiATlme1cDXFApLeLljuRZ0ExMbVNIuFf6nLK1xycoSSQqGqzsa2lNyIKQIXTxg9ia/7AHjw9abXVykuLmbMmDHMnDmTkpIS8vPzm7aDvQA9evSgc+fOgSi3LbqFGoNsNIpB2xtVdwNqamrYtm0bPXr0aO2u7BIqKiqCWc6uEI01C2cBnjHDizgwkSQuLjYWbhCpEHbq0kSBcTvXW2eR0BCKYOGmkYzcRLUZ+LzwWNs12Xx9EmO58bR3lyTRcK1wvcHLsUL1vosL5WVlhG2L/Pw88gvy6dO9EyErGbqJuiRcZdPWMgBuuv9xPvrL77D8lOaWleLEt+rbvnf20GjsgN7Mh885R0/knGMPYdnmCvIK8snLy+PV2avp1rFDfbLUkmhMUjJIs2yoSJplw19v1lkZ70bTM2/hEkaMSs52TfCMjS0WIiHadx1A5da1lG9aSfvuw4jktTPbI2lWC0haNYIcGameJU1aNsxAp0GSr9TTclIEoqoQ974nxaYmDb0vJC0sMOdTWQPti8yyihqTmySWgHg82Tc/rHZX6qvk5+czYcIELMti27ZttGvXrs0N2OFwmOXLl+M4Dvvss09rd6flkY1GCfC1p1yO4zBnzpzW7kazsHbtWgYPHrxL5tQVixeQsCJpA4LRYNRXi9seGQBwJBTULYkTSROEhiQRpB/PdZI6j5ATJeQkC6aFElFCsZTaJV7hMDCWjISdnjnRcpPuHADXskmosH7TFmYuXMaGbZVg2diWRZfS9tihMEGyKgCxWLVmddo+9x3s1epQBSfDIQ9Gh7G90vDWTiJRmlNiPhX1RlAHEnH6tS+ga0QowdSNseqqTW4Nx7wyUU9P0VDVsXrHdgPrQxDVknJNVay0vjXkkkklp4FYOON6xWIxpk2bhuNa4MYNOfBqpwTbimJZQiSvHR26D6NLn9GEcwqI1ZZRtm4u0ZpyTzhZ/5L5LpbU6BCzT/+7phmRwIg/EwlP4Oko8bj57pMWxzUZZf31PsoqHEK2SYdeWSPEEmantdEk0Ug4Wk8CdP//6l26ncKyTKXglStXMmfOnDYZ5dGjRw82bdrEpk2bWrsruwHN12t8VcjK155sLFq0iIKCArp3797aXWky1q9fT21tLUOGDNmluPVFS1aQsNLzF6QOAg6hQOBppeROSFhJUWfUysfyrB51Tg4xN0zUzcHFwsYJtrHdOIiY5Fz+4OUdT1wnqZMA4uH8YH08lINjhYJBTFSx1CUWj1NdU4uIEE847NOnJ0P69aKoIK/BcxXXwXLj9OjSmT9e+xNGD96HJ35zORKrq6/RSBV9psKy01+ZaCypaAGx6J6AIRYNWB9cJ6XqrokB1ZRHSeo95Fu06u87+fsrwuQpU/jO6aczdcok9jvwUN56/b/UxS3ClkPIcgNxqNFXKJalSDgfyw4RihQSziuhauN8ylZPIxGrC8JS/UgVK4OABJ6pwIohXpisdw6uNhgK66qmkQzT1lvnKK5jtBtlFQ4VVWZFbR1UVisJx5CMWFyJJ6C6xqWiyg1cMmBqqzz8duN+n+BaijBy5Egsy2LmzJnE4/Gdb7QXIRwOM2zYMBYuXEgsFtv5Blm0SXyt3Siu6xIKhejXr1+bMj/6M5l169YxatSoXdrH3MVrjRBUIWFBXCJYuNiaIGbnBqXbFUMOEpjwVtc24sy4lZu2v6ibJCBxNX70HKsuqI3iJ+NyrZCxmjgO4ibSUpO7dg5OSnRK3LNsGF2Gmgyh8RjrN29jc1k53Tp2oDAvl17dOpsZs9vArE41GNhmLFjCVbfcw5Q5CwmHQpxy6AQQhYSbMupY6ZEbmSm8U9FYK0Vj763MdjuJ7AjgOHxveJdk/uzGHC91Gr8j948aMSaeayRVk5Eu/HTTdR2B+FPSdD/Bel+34bnt9h03jrO+9z32GTCYknbt6VDaiX89cx8nn31lUl+B0aD4yblsMRlE7ZBNfkkPcot7UFe1BTscoa66DMdVrEj7wL3iw9dh+LkyDAkxYa/G1ZHhJvG0GZ6npR4yb5lo1CU/3xSRK690ycs1Ya+uq4E4NJFQQiEhZEE8roTDgm0l+W1TC7pZlsXQoUNZvXp1m3qW+fA1KG05Lfv28FWxTDQXu2TZEJH9RWRCS3dmT6K6uppoNMqAAQPaXJjrihUr2LhxI+PGjWuyMGzKgm1MWbCNhIZw1cLBJq4RHEK4WMQk1yj3RYKMoOCFtHrfY5IkGqYMm0VITFpyx7WD2WSCMI4VNhErVoi47aUJ9wiGWsmsnGqHAs2GY4VJ2Okhu/6zfMWa9ajrMGKf3nTt2MFs7oVQNhiW6S2748FHOfqCKzjliIN5/ve/YsazfyLiJiAeqz+o26HkKxXNdYfsCM0cIOZsqt5pm+2Gre4kLDYgChmkRNDAjeI2IKL1yUlDyLRs5Obm8tvf/pYO7UuIah63/OE+HvvLvSyY8SG5doKI5d0zgc4hPVW5bZk6JjmFHRGxUHWp3bKIyvUziNeWZ6QjTwo0/WWmeqvpm28F8WFZknJsqRdRrCnWEdMe6uqcYJua2uTObAtqah1icZeaWoecCEHxNv8x5PPe+15rWgIwEaFXr15YlsXs2bOJRqM732gvQkFBAeXl5SxevLi1u9JiMKGvVrNfXwU0+SxEJAQcDrwiIn8WEVvaGJVOJBLMnj2bioqK1u5Kk6GqtG/ffpdyaHwyt4qoEybu2sRcM4Nw1UpqIEgOGKIauEfUq4cCydonZq0d+OAjVoyIFfc+xwmJQ1zDpoZJSl0Ty02kzXpTc0XEIwU4ViTQhljq4jgOazduZt7iZeA6DOjdnT7duxAJh7HUSdORNDSwievw/qeTeO5/7zHthQe58uTDOWn8UPqVeO4W/9bdHonw82dkEtKdRqG0gItkZ66WlFFvxoYdhLqm6C1Sq9+may22/ygINBcprpO09iL1rn29OiokCUbqet/yZbpj2uZZtQzo04U77ryHay7/PrNnTMFRYynwC7OBybNhYdwdvvXDz70RzutAUY/9yCnsSqxyJapKIpEI8mX4accdVz3LhdlPIqEpkSbJcwp5YdG+NiONZGRcOp8s1NW5RKMuIhCNGc2Hq5ATsYiEPRFplUsiATkRyAkn++ZnKr3r5aYRDjBWjpKSEqZPn97mCEdhYSFbtmxhw4YNrd2VLFoYTSYbqppQ1d8D/wZyVdWhDbljVJWFCxfSrl27NpchdMWKFaxevZqSkpImE42P51Z7RaySojvHc5EAhIlhke6GsEkEhAOMFcPXcPifAUIp7XLtKA4WrlpEJIrrpxJ3ooScWL1B0xWbWF47EmFjofHDWG03QVlFJXMWLiZWV8c+vbqDZRvfurppA5ftxoPBznVd/vrkM3z4+ZQgcdgDT7/Etd8/lT7FGXqO5JQ0uWxHA/yOBv49qcHYkSh1F4+dGZKcXN6wC0TShKP1c3X4v5E0QGh8S1TqMtN1byD3jjfxkMP43W1/4OpLz+Cvd19LRfk2XARLFFs8oSZCyDZhpbalgcskZCvhkBAu7Ep+p5FYllC7aRa1m2bjxKqCbKG+OyWeMO6M1JBW36LhJ+0KzkM1eAV9934On2i4bnJZPJ4Ug/oCUzB1V/JyLXJzktlF83MNr03Ved7yXNNFn7169aJbt27MmDEDtzFC4L0EoVCI4cOHs3jxYqqrd26t2xuROfm2bGn266uAXXWjHAocAFznLTpZRF4WkbNarGe7CXV1dcRiMQYOHNjaXWkSVq5cyYYNG3apVsv0RZsCM7SPkPc9X6rJxWTx0xQCkRpBkBoRYOMka6CktLElQa7UEfasG7lWXVr6ascK4Vo2diKaFumSCOclLStio0BZRRWJhEN+2GJonx7069WD3Jwcj1SkFGlLiZqJxmJYTpQ33/2A6//wJ0774U9xXRc3HuOjydM46ZuHmj6nxjumwhd9ps3YrZ0P7HtS4Lmj+itNhV8nxXW36+qApOYiE0FejMBCoTvcTxrBSM21kZKe3rdsBJlpcTnw8BN54dUPKNu2jfO+NYpn/nIz27ZsBAyhiNhumvAzZClhW4M8G5GQYnsRzfmdR2HntqNu8wyiFSYqyXEMGXCdZFSJr88wn/0cEJmcVBrURqQaxhJxIxYVgZhHZAy5UU9/bPKDRDyZguNC1DPUhUJiBKUeybnhyaYLJ3v37s3w4cOxLKtNEY7CwkKGDBnSpvIdiUg3EbkSQNNYaDYaxUeTf00RCQNXAU+p6kYRiQDzMOXlfykiRwGXq+pel4c2Go2Sm5vL6NGj25SIavPmzaxbt44xY8aQk5Oz8w1SMGfxOmyxiNjmYVXnhIjYCVy1KLHKg3ZxIkHmT1+bYePgYgVF2CzcZG6M1M/iBO85miBkGVeJJQ6iiiMhQsTSXB54gk8fjh2hLhZj5frNRGNx9unVjfzcPFzLpq6qglfeeJuC/DwOGD+OLu2T9RTqYjGO+e55zFu8jKO+cSD79OkNwM0/+xG1leVs3rqN9sVFFNlA5gRxu3kjdrK8qam/9wD279ku3SWUiqYQFNUGBbGZbpFU14pKSk0V/5AZotCGcm347rX0dsnvipBn1dGjc3uu/d0DrF6xhGce+xMXnjyKTp27MWDoeI466Rz6DxxJSbv21HqVYX2SYQZvz/pmg1o2kaKeSG4X1E2QcBK4dZvRcGdEJHCRpBKLzMRgti04TsOXNE3LoYptC4mEIpbJUOoTB8syJKK4yOwkGoM8TwYlAtU1yYMmEko06hCLuVz9QDU11XEevKZd/YNvBwUFBVRUVLBgwYJdLl/QGigtLSUej7Nq1Sp69uy5Vz+vReQ64DTgn953SzV5N3xVNBfNhegOZiMNbiByHvAjVT0oZZmoqopIb+AOb335dnfSDIwfP16nTJnS5O3i8ThTp05tVobN1kAikcCyLBKJRJMfFAuWrPJcJzYuFtWJ3GA4KAjVEJY4YWI42Enxp0YISYIwMaKaiy2OiUbRkGklCSycYFCwcALzd9iJomJEpiHigQsl5Fkk8uKVhKNVRhDq5WpwrRBq2UZHs2QlXTq0o0tpO5MuXpWlK1dxzJkXUl6R1CRc8YPzuO5nl7JlzUouveF2cnIi3Hr1jznmvMvYUl7JvsMHM2X2fAoL8qmqrmHMkH34+LE7saK1iBNPKgNTkfowq5+EIb2tX2p9R6SjXpbNJhKUJlowKuMORV5J+VSyoUahFuwzLaOoyZaV1k4tT1/jf/feA0tGyvo060ZK+Kv/2wZZQyVJHtKWp70Lrpd91vX3k5JnI5WALN8QZdP6tUz65G0+fvc/LFuygLqaKgqK2nHk8WcyeuKpDBk9EdsOk3AkIByul2sjGvOiT+K1RLfOM1EohQMgVITrpufb2NHjMTW9ufEmqXdr+aRFCIXNjmwrPSLG379tC+2KLWw76dJJOCYsFozuo6YmQTzuEIs5JOIuibjDw79ufKi7qrJ8+XI2b97cpiI+HMfhyy+/pEePHs1KTSAiU1V1fAt2zd/vCOBvwALgalVd6y0PqWoCYGTHdvrvk5pYda8B9H/8P7vlHPYkGmXZ8ESh38XoNL4P/MFbHlbVeIrZqDcQBvoD00SkK9BXVT9v8Z43AarK/Pnz6dixY5siGmvWrGHjxo2MGTOmyURj4ZKVwXzRFoeoEyEkLgm1sEVx1CYsJiFXiDgOUJEoQlCq3DwidoKwJKhx8rDEJWLFg8gTE8OSCEzfYScazHRz4lVIyA0KooVSrBmWm8C1w1hOHLUjOFiUVVRTHYvTs2M7Rg7og22ZdOlLV6zijw//jY+/mMqvLzmfM046lpVr1jF/yXKu+t1dfDl9BjPmL+L8007k5vNPJhIOs+iVhymrjdM5L4zruljhMKf84jZ+9v3vmEqubkbSru3NlnYq/tyJ5WB3Wj4aCo8V4T8LNvO9kV3TyUNq31KJRgYa0ltoQynaU+udpKSyN/qN7YcIi2pAPOsd2yMaqmLCZz3RceDOEzXRUSk77905j56dB7DPkFGc+4MridgJEokEi1ds4c1/P8Uz9/+CivJt/Orut+jSoz+2l3cs4blbQjaA4Dh5hDuMRWrWk6iYgxaNQeycehKelMscfAYTmeKqoq5xufiPQeMaSXE9WkIoZMhGkCTMVSJhi1BIiMWV3BRTeSJhrCIb1ptssJWVUUJhKyAaruNy/k0beOKmxmnO/FoqqsrSpUsZPHhwo7Zrbdi2zfDhw5k2bRpFRUUUFRW1dpcAEJF8Va0BKjGBcjeq6lovQvMnwNPA66YtXxk3SHPRKMuGiBQDTwDfBNao6pCM9cOBU4FRwGRVvUNEDgRuB2qAwcApqjq9uR3eFcvG5s2bWbFiRZsqsLZ27VpWrlzJmDFjyM3N3fkGKViydClg1P0OoaASa8wNE3VMKGpxuBpLXGxxAkLhqkVFNA/bcikIR4k6YQQN3C4hK0GeVRekMrdJEHaTavfceBWu2CbcNSWBV17Mi/oRwU5EUcsmGo2yfMNWorEYfbt2pKiwEDA6jC3llXz/imsZvk8fDh4/hlOOPhwVIVxXwar1m7jv2ZcZMmggJ+4/gs7tS5JagczsibaNxFN83W4i2bapPuwmWgDrb99Clo3tkI1nZq3fKdkIlvuWCwAr3dqxPcuGEduGAqtFUy0bqUXXgu3w7hHv+K7agQAZPEFyCtHw1zkp1g5VY7nz9R6OCttq83j+sd8zbdIHXHfvG0TjdlqNk1jcz63hJ9kCVRdUiJYvByuCnd8NEcF1NU0o6u8jNVV5Im6IhqugriEKtm00HeGwEA5JWgr0aMx8CdlCYYFlso16P1PCMcepqHQpL4tRXlaL4xiSEfYsV67j4jgutm3x6PWdGr5PGoCxvJgIL9O3tmHh2LjRaHR2Ra8GLWfZ8Cbd92Am6Q+p6jQR+TmwLxADhgIPqOoT/jajOrXT/5xyWHMPTd+HX/l6WDZUtQI4VUSOBR70XCkzgbHAOGB/YApwi6pOF5FvYYjJi6r6JxG5DDgUmL4bzmGnKC0tpV27dm2GaMRiMVavXs3o0aObTDRWL5yN2MmiZRYuIUmYBzISFEurcXKIWAlyLA1cJVEnHIxBtYkc82gXJeaEgpBDV5MaDiBI1hVyzKBuOzFyopXEI/nUhQvJj5YF/v6cunJTLA2breVVaCLGrBkzWLmsiPsff5p2JSVUVtcwc/5CvnPskdz28x8TjkQIRZMulF5dO3HHT89PP+kG3CKZWUlJESIGhMO/HxpDPPzsT62J7UXBWJ5VIYM4pL7vtCDbLghPm2LZCEjKduCTBaiv70hdpipYKE4KEbHE6IfiriExJblRLI0xa8o7LJozmX2G7U/CkaA8vF/2xicAIRvinqslnF+KW7UYt3wTVtFgLDv5/7Ms8SwY5rtv1TD7E9TboeMooZCF7UURWLYQCvlEQ8mJWDiOiZZxnKRA1E/8FY0qsZhLeVkttdVR6mqiRHIjJOIOobA5R8v7PX/0+6389Vcdtntd034HEWzbZs2aNWzatIkxY8a0iRxDfrG2qqoqCr1JSSuhG8aa8V/gTBFZDtwLvAjkAIeo6m4sTtS20SSBqKq+DvQTkf2AZ4FBwAmqernfxtNtfAv4FHjZW9wP6OStt4HOwLbd/cOoKnPnzqVv374UFBTszkO1GGpra8nNzWW//fZrsihq8+zPiHjpx2N2HqSMjxErRtSNkBuKEXfCuBDkxfARthxiTvotYYqnGUICJlzWF4c6hMhxa4LBO6d2W5DHIR7Jp6hqPYlwHqIuOTVbiSYcFm7ZSo/SEh566lmefOk/HDxmOGs2bmbYgH58Y//x9OlSysC+venSsQMqVhrRkIwMoeI7uYPOusnlGcvSzklk10RbzSEcO9N4NBM9M8N6G4OMa5CsIdPAYJ+WgtyQi0CLEYS0uttJ7uVFtPii0BQrh1lO2r2aWYY+sHR4Fg03hYwIGiy3Pe1Q1LGJxR1OO+9qho8eT1WdBKfr3zJ+crCE9zkUMlEjCasYCY1Balbh1K3HLugbHMuPIhEhKLomFiRi/mdBXUUsIRZ3KQjbAeHwx/RIWKitM/dBLK7k5Bg3SshOVq6trDL3eX5hhG2bjFWwprKG/KJ8EnGHnFzzH/eJR1MIB5iw2JqaGubOncuIESP2avGlD8dxmDlzJiNGjKC4uHjnG7QQRKQ/sN5zm0SA4ar6axH5DtBbVWeIyFPA2UBHYLW33UlAxciO7bICUQ+7FFukqpM9wnEtcKOI9FXVB73V3wC2AFNUtUxEugG9gEe89b8B8oFDReRsVV3SvFPYPtauXUs0Gm0z5Zerq6uZPn06Y8eObXKf182fjm2Fsdw4kYSxOCSsiBcR4pIgTL5tAoTihCkJVxF3w9jiUGDVkCBElRuiMFxHTSJCyEoED/GwZSwfqNF/+NaNfCeZFC2/ZrPn53cI1VaTn4gRzy0mp3Yb6rqs3LiVZVsqWbV2HVc8909yc3KZ8a/H6NDOPDjsWK0xsUdMKKydWqBNpB7RCODXCIfGiTYbWt9QhdeWRnOIxvYGg5SH2Df6dTCqmQyLBmSIRP39Zbpb0vqaIlBICVHNrL5rqVf7JiPJV0MWjMzS8mZheml5H4FANHVZCtHIjHLxdR1mPeSGYnTt0okvp35p3AUh9YSXRjcRDiWFoj4J8G8hk4nUIpbfmxCg8Uqc6lVYRQOwrEgQCmtbYsrSuxAKWcTiHtG1/AgtI+7sWJp8xPrHiESsQLsRjSpFhb6FDapqlfx8m6WLywDIK8ilurwGSyxidTHyi/KwbCtw7fhoqoVj0KBBzJ49m8rKyj06eO8qQqEQAwYMYP78+YwfP363W6m9cet5zBhZLSJXqeosEXlVRP4EDAe2AqjqiyJyCnCCiEwCfgX0BK4hq9kIsMuBzKpaCfxaREYBPxORRar6NsacFAEWek3PAlYBCz2WOFhVvycidwGISGegRFUXNedEMlFXV8fy5csZM2ZMm2Du0WiUmTNnMmDAgCYTjVWL5kJKeu+EHSHkxklYESJOnRd6GicuOcQ0QvtwGQnvp88Rkw/DxiHXjhJ1IuSHYubhLi45dtxkGVUh144Glo4CJxlsVFC9MfgcrthsfPwhk+Fz+oKl/OaPD7OlzqF862a6ti/h0jO/zWlHH4KEzAzNjlYHg5pdV+lpBVLyMKQaEzIH7dQCF01Amjtlu40yolL2Yvxn/ga+NaQRgsGUc0nTavi6ixS9RtDOF2s2kLyrwUNkZhjNQKZlI0kYzHoLNy0ipcFtU90unjtFRLFUSKjF4UefzKP338rk91+goOMQYtE6+g89AFdN/gpVQyz8WiU+6Ugk/O9eKGyoAAnl4mydilU0ECunI2BcJbYlOJgcHWEvw2g8oairxBwlPz9EWYU5QFGBjeMmM5BGoy6Fheag1bXpFWA3bqylsDiHaF2Ciq0xrJBF2PO1WCJEIjZWyCJWl1JXyFUu+u2mRms4LMti5MiRiAjV1dVtwvLbuXNnNm3axLp16+jRo0eL79+PqvS+noHRH14tIr/CjHW3qerDIlLiR1uKiO0ltrwHQ05qMbqNBwBGde6QtWx4aHbWFFWdCVyYsqgPsEVVYyJyGCb51xMY81JXoEpEzsD8KOuBA4GbROREVS1rbn9SMXDgwDbxJwITedK9e/cmZzVduGQlWIWEiRFyYpTndCKidYSdKBHHWDIibp2JBrAgTDQQ8hVQQYIIEacaxwqDgG07RDUCLhTatTjYxNSiKFRlolHUop2zGRWhqGo9YAaAcOXmeoP36nUbuPHhF/jWIftx/nGHkZ/rpToPhXEtCyuaniFQUqJFgs8NRX5oIxJRBURhF9wXDe27OXqN5ohDG2HVUBEqo17yhx1pNHZm0dgBUkNYG9N2R8sabdnwiK3/3aXhom7+Pn3rhyUupR1Lufr/HuWGn3w7aPPgq2XkFpRgW8aqAUak6acuN3k0jIDU7Adz/Qr6I+EOuDUr0EgHRKx0V4pIEIliW0JdzBCM6uo4hUWGJFRWO0TCFtGoS12dQzhsUV6eoKDAnH8iocQ960hubojNG81/I78oj8qyahLxBO07JS0Qtm2RVxChtjqWllb9B7ds5pHrOjbwq9SHiJBIJJgxYwaDBg2iY8fGbdeaGDx48O7UmUQAX/Gei4msRFV/LyJ3A8eLyAZV3QBpRANVnSIilwCfqmrbTH26m7E7KNcHwMUi8gBwH/Am8K6qul4c8hKMsPQx70e5EJjuuVzai8ihza21snXrVizL2mX18p6EqlJXV0e/fv3o3bt3k7ZduGRl2vdtoc44Xn2TqlA7HMtEk5hMmy45iRpCboz8WDlF8a2E/p+98w6TpKr6/+fequru6clhZ8NszrvAwpJEQAUECYqKosgrKgZ8zTmLCqiYUHkx81MQA2ZRMWNO5MyyOec0eaZDVd37+6NC36runpldMnKep5+urrp161Z1d91vnfM936Ncmkv7sZSHpVxyaoSMCP5rjfYoQmha6Kfd6kOi6CjvotMLAEbL4PZ4Es0M7q2cj53BsxzW7e7j09/5BXO7W3nDi88MgIYh9WgVR2JAIHw/LFtemYQqHaYmaoPoOSEbQ4Z7wnawQMMsoDFRe7gUQg/geAmvhmHVKbFjXweNDJVEq6XI6x7ecFuZgnHRtnTIJMpAMdtHy7HceSjJ/8yTTkEIwfLjz+S7fy/R1NJSURq1g1f02YozTsKiaFFkI4woyWwbdvvhgMDtfwDtDgTaGeHXK62K5HguZ8cKo4XRAHgoXzMy4lEs+iilKRY9tNYMDnn097sB2PA0I8MeblmRbwoIob6vyDc3YDs2w4MFbEcipMAtebglL5BW9xXKV7G7/nWf3DfudY/Mtm0OO+wwVq9e/YSoFWXbNuVymXvuuedhU0UVQjxHCPE74EtCiFeGqzcB+0MOIgRei6XA7Gi/CGhE85XW+qaaQCMi+jyU15PAHvY7m9b6L8DxwF3Aq7TW3zSJoFrrzwAf0VpvEEIsIvjyvhBufgNwIwEX5KCsWCyycuVKXNcdv/FjbFpr1q1bx/r16+Ob00QtDTRGdFP8BNinOyjpLAXRSMkKQjK2X0Zqn6w7gtQBjyPrDoPW2KpMrjxExi+S80dok/1Y+LR6+2PVz47C9rhaa9PwTiCYfJyBPaAVA8OjbNsfhFZWb97BJ7/1Y9atepDPv+1CpB9mhkQFwYxKq8KvJn3WnNRSE3dVRsl42RZRH2kLUgCMNnUm1Oj4tfo4GFAxntW6yaSKxQUZHkHII2tLKmJpUXqrTN6wUgJeB1tbpR6IEKiqrJO62h4mATRsEwGPdMprsC4ZPqkVTgnaRaeh0Vh8+8b72bZhBSvv+TdaiwSQCIihlX2lFBVxLU1VTYqAyiKQ2cl4/SvwRreD0PFlzGQkmYxEa43tSGxHIi2BW1b4vq4UcQt/Y+WyQvkaaQlGRz08V6G0plTyUL4m31xRC7bs4CCDfaNBmKbsMzJcQvlJrkhkr/34XiZqzc3NLFq0iG3btk14n8fSMpkMtm2zadOmg+5DBGYLId4HXE7wYPw3Au/FKQSZkzOAZWF45VaCn9ezo/2jvhLy5FXH4Sm58tAeEfH50IMREULjWJiBACMksAy4mYCA8xwCRu+fgW+F+00HHK31xgkel9WrVzNjxownRPhk27Zt9Pf3s3z58gPaLw00AqGtIM5dVgF3Q2uBh01GlBjJtJL1Rsl4xTiTIOMOB5OCZeGUR9FCBCDEDrIa8v5AqIkg6RjaGuhm2BaNw7vRQlAql7n6uuv54o9+y6S2Frbu2c+krk7sTJZdO3dywZkn8Y2rPoaj3PoAwPcTk2BkVRPUWBN5+ummVoprymqDmToAp5aNNZ7HyJPx4sOmH9R+NYGDoa9R1wwtjfhz6NnQIgki6vIujLoqsdciJeYFGOmu6ck/RRbVIgE+pFC0TV7MqS+8iN/84NMcduQJlP0MKuRrBByKSpaKNuqgRF+jZQUZJr75tWa6kG159OBKtN0MdnOcigqQzVoUij5SJEMsQgq8sh+moIrKOjcAHa7nI8PJxS0FwD7XkGF0uIjn+milwLHp3z+Ckw1u3W7Zix9SonWRHYjwV1dXF52dnZRKJaSUj2sNjojgevvtt9PV1XXABFchgh+e1toTQmwFztdarxVCNBFIOXRqrf8ihFhPEOYfJgAivwZOCPedsLvzKc5GYI9KpZvoi4neDSJOE9BCEFY5h0D6dT/QK4RYCFxIgCxfMpFaKyMjIyilmDFjxiNzIg+jua7Lrl27OOywww6o4NDq9VshuiGHT4ICHWgNhDdaO8wYASjofOCWDg+R8cBxR+JJIVsaDGXHNUpZOIDtl1DSxheS5uFdoZvdIjeyD6TFX/7+L95xxdXMmdrNdz74v7Q3N9HS1c3ekmJqo8O0jhYs7YdZCslMEh3dyWvG9R8Cgk9xNCYENCKgMk6q7MTH8DB4N2pdg3pgzMg8uX1bH0fP6DDWiZr7myAiJoOOYXEWiblPuo2xzsxYMQmlJiioCo8IATq5Pu2xiHQ14jHpauChqIAUT0l279zBuy96Ht1TZ3DvLX/mCx9+Ke/45A34Kqm54ceE0SANFSreD8/TcSgl8kwACCsPbUcihUAXd6OdVqSdC70immxWxj8HrQPiKICTsVB+RRI9Ajiu5weAo+wnnmb9so9tW7glNwiZlFws28Jzjf+UUtiOhVvy4nRY3z/w36IQgp07d9Lf38+yZcse17pEmUyGJUuWHDB/QwjxauCTBDzCDxHIM5RCNexhIcQ0oDVsfh3wQuDzQoifAG8B3vywnMB/oT0mZfUMVHguAdiYB/yEAEGeobV2hRCXAGuBj2qtCyJV3CZtSimampqeENknpVKJTCbD0UcffUBjDYBGxaIaJRACD0EsuKV0hekfeDkcsgSZKgKFUx7F9ooB0FAxBR/pldHSQkmb/Og+fN9HukVsy2Ln/n5+cOMf+fKPbuTaS9/JKYfMRWjNjv5R9hZcjuhuJpPNguHNEMo3JqrUuR7E9zSuVyINNOqFTiZqtQpaPNQslYmqgx6Ard03HICNMWwsMFdPNbRqiOOkuUbb04TSCBib3ouqMRgg2gyzxH2ICgnU3JbOTAGwpeKeW//M1BlzOe6Zz0VpwTEnPgdfBWqeUoJf+dnHNUnMrJQolKLCsvCRqFcwlmCkYWv0wN3o5kWITAcYuDeqJhulykYWkTq1DsIrytf4fhBuwdex58N2LEqFMpZjo0pu4PkwM4rCfiLBL7fsIa3KNXrNpXu45mMT567NmjWL4eFh1qxZw6JFix7X99KOjg48z2Pv3r1MmjR+Fk7ouXgBgbL1q4QQ12it14WblQiKiuaAWyD20H9VCLGZQCX0ZVrrfx3QIMWTJwzyUO0xq+ErhDgZOBP4K/AHrfU6IcS1wD+EEG8DFgBvijJUxgIaWmvuv/9+enp6HveMatd1ufvuuw+4IFwaaGQohcJaMih6RgVc+Fg0yEIswOXqwCVasvPYysXxi/h2BlH2gklBWgjlUxgZ4ld/+Tf/umcFd967gqGRUfb1DeArRUtjnpFikZec9gx+fdWlHNbTxWjZR2ifyU1ZpjRnA/a+71YmmfjRTqFNjQZzgjqAp6eaXonI6hBJzWyUKqAyEU+omVb7UDJSJhouGeN6JMBCrZonaa9GDenytHDXREic5vHrgQtzexWp01hnpruadVE0yfXRvonj11AZNfU1EsfUgtaOSRRHhnjeSy7itBe9AdcTuL5ipBimWYenEns5RCDyFV2edCjF9XT8czB/CrKhB201oodXQeM8rOykOFtFWgLPrQAO11V4rsJXCtuWeF742Ve4ZT8GChGoiWTKi6NlLNuKJ38pBX442OjZrThawsk6KOWTyVRu7Rddvn/ChduEECxZsoR7772XQqHwuNcoUkqxZs0astnsuOGU0HPxNq31llBH41KC0H1kbUBea/2AEKIHOF5r/ROt9W8IVEMPyp4KowT2WF6FrQSF3b4SAo2jgMWACzyXgFzaP5HMlD179uC6Lp2dE6+E+FiY1pqVK1cecEG4Veu3JW68GSr1SLJqNOBaiEpIJSNKSOGT06PYVIiyvrYDWXI7j2s3UM61oCwHrTWXXn09h539Kn5x0985Yt5Mrr7sPfz+Kx9n6x++w66//ogZ3Z0US2Wueu/rOWx6N/tHy9y/e5DRkoclRRCzrvenEjKZihpZ2r1fx6pIo2MAjUjBdMz907NF1EcVYKnRLr39YOzhYJyLCiE0ATKi7+FAb3A1vBraBCeptmbtk4ivYZpZD6WyrpLSWgVaQlXaKN01agdJxVCoTQqN+BrmMY9++sns3rWNm//5Z5QSjJQkZS8giZqX27ErP6nAcxAsW7IS6lA6BB01nFpaB9kqsm05ItMOqoRSfpytYjuV6q/SEvhKBRkpBS8uruaW/RBwBMhHG1kmWmksWyItWQmveCoGGVopfM9Ha40bej88z8dyLCzHwnYs3vKFgervsY5ZlhULCz7eifaZTIb58+ezZs0a9AT+j1rriPB2JbAg5ApGNgdoFUK8nYCf0Q1JMuhTdvD2mHk2QvfVC41VhxJkphwJfE1r/WBKZKWm+b7Phg0bWLp06ePa5QdBQTjP85g7d+6E93lw3Q5AJsBEdEN2VAmhVaCRAUgRpLhqLcj4BZSwUMKiiUE8EbTxRfCVayHZ2z/E+vvv4v/95FfkHIs/fefLzO2ZjPDKSL9ykxHlIr+84kNIKcn6LrsGC2ztL3DIpEaaneTEpqWV9CqY600TIrjDjzMpjgkyasmXm5/TqqO1wie1AMbDaVU6IXV+o3WuQ3XoKZyww8JfPhqN5sS53bi+QgqBFDogJtbxaFTJkk9AebUuGDRd+iYAqbMusWzua4QDozo+pnZGzWuj6//fNQLbyfLuj32Jz3zk9Xz6W/+ipXMmSguKocaGlLBn52b69+1g5vwjyGQbGC1GIZOKx0NIAX6kwyFi9U+lNVKI2NshrCB7RI1sQ5d70c2HYtuZOHxiWYFnw7YlxYKH0hrlKTxP4ZY8fF/hZG3csodlSfwQaHieH3sxgvPWAVmUSB+kovdhKov6rk82nwkLw0ne+eVhvviWidUWEUIwODjIgw8+yFFHHfW4Jox2d3ezc+fOA1JD1VrvEkJ8C/gwgTwDBGTQo4F7gedrrbeGbR/STeGpMEpgjxnYiMwAFH44nm8CKw9gfxYsWPC4Lx2vtaarq4v29vYDIl5F4RF0ELO2CO6AUvvhDZnws8InuElHYl4AWX80FE5ysJSHL220kLz1Xe/nlzf+Om639pa/0pG3wS0EE1IYWokm7EktjWgVPD3lMxaHTWmmwa5MQkLrBKDQ0oon/wTQiILi4wCNsT0Zun5biCfOOCNlIiCjRr8HZQ8hXKK0ZqDoUfYVZV+TsyVdTVnW7R9hoOjha40UkqNndLB9oMCW/kKcvTBc8tkxVERrOHbOJHYNFdm0fxghJZaA+ZPbyGccNu8fwnFsHEvS1JClOZfB9RW2jDwsaXCU4mekvRoEQOFAyL1VGSQYYRYz3dXkZxiZKcmU2GrQEZSr15Q8hyOe9hxedMFbufh/T+Ktl/2EeUuOxhYuf//tt/nmZ18PwJxFR7J7x0bOeOn7OfXc9ydIohWFUUE5rNYqZUXQS2mNFYWkQtInDbMCLsXAvaiWQ0HmYu6G40jKZR8nY1EYKYcpsSomdEYkTzeUMvU8PyHapcJUcSElfjg4M7QSueyzDWFWmtJYGStO4z0QwNHS0kJnZyerV6/mkEMOedw+zAkhOPzww+PMn4mMM+QAfkMIcZoQ4ssE0uPbgGdrrf/x8I3tKbAR2WMONoxMle8JIX6htR5Ob6tnxWKR0dHRxz1PIxKhWb58+QE9ITywrqLQWdEgCHgYvrCxdTkouEZFdRHCuLhWOH4QblGWRdYbxZMZHL+EEhYXvfY1TOrs4G///Bfr1m/gA5/6PFd//P1BFVepkl4BIVHKY13vKE2OxbSWHIl6GFqhLaeybGcrE75lKicZYCRcriWBXRdojAcyDAXSePtENDQeDpsg6TOa2Isll52jLgVXMer6zGzNMakxw/ahIhnLwrEqxLKpzTmmtYBtWbGs9fTWBnra8kRaGj+4axPnLwo8ZloIJjfn6GpuQGmBrzWObaGQNOVzlD2fgquwbZ/mBsmD2/dQdD0aHJuWfAMzu9sZLfsgNTlHhNVkK9ko6XRX09Il5euZydWITIWgIw6nhJklyigpH+9fw6uRPmbWDn4PL3rFO5k0dTafe+9zOfLpp/HX316faNe3bwelwjB3//sXnPLi92PbwaTleQHgUDogekZhFN/Xcaqr0jr2dNh2IOylNJCfjZYZVHkUkQkqx0Y8jHzeZmioTCZno3yNN+wHHo0w3TVKZ40AiDa9FwZItWwLrRRCyniCjcItbtmjoTHwtJTLPrmGyq3+PV8b5Yo3ToyLMW/ePO6++2727NlzwOrGj6YJIdi1axejo6MJz3G9KURrrYQQeYJQyUnAx7XWVz8CIzvwkOaT1B5zsGGaCTTGMqUUUkrWr19PY2MjHR1js/AfS9M6qDw7adKkAwIaK9bthNTNM7qZ+thYeJRlDiE0vrbD23NQpkoJCzsskhWBDk86OCoEH8LiiCXzOXzJe3nnGy9i/cZNPP9lr+Ajb3ktM7o7kcqNPRtaCJTSrNozhBCCyc0NgAYZ/nRCoBF7MSLQYTuxq1fbdgIYJNznZsZCDeARF0kz9q8Kj6TIoOMSQR+qV2OsJyfz3HTwjfUXXXYNlxkq+3gajpjSDFKSsSStWZu8Y5Gzgwnj0O7mqmvQmLFijgZQzdNIi3UBSIklBBZgh+skMLk11J8xwNGyWZPxfEXB9fHD76x3eJQ9AyO4vqIxl2HhzKmokA5j23aVcFcEQgLCaChBXo8sKqp/17WKrwXprBXQkfZq+OOEUaL3BsfjtDOez/zFy/nnTT8DYMEhx7F2xS0A/M+br+TG71/OGy/5aejNqEiXm6EU7VUyUaLQiPlT8ryKwJdWQGYaaI0ubAMrj7Da4/3yeYfhoTK+r7BtK+BYWDL2ZMT/nXqTpYrEvILfjZBBCEVaEssKAIfn+mQytVNDP/StEpe/Nltzm2lSSpYtWxZ85xP0GjxW1tHRwfr165kyZQr5fB6l1Hgqo28iEJ88TWtdGqvhU/bQ7XEFNiZiSiluvfVWuru7GRwcZPHixY/1kMa0zZs3I4Rg9uzZE94n4GlU6kA4wo2FuwCi8u6aUIgLw80qJLYqo4SFpb14m6W8+Eaf9YKKqlL7dLQ0srIcBLG9yGcsJOCHgAN2DBbIOjbzOvJIQEs7uJvKUG5Rq8CDEZq2whCKlHWBRdrqSmGngEas3VGDCFoFNCYaPpmI1eUsJPkPA0WPvqLLYMmn4CuO7WlFSov2fIZZ7XYMKgCmO9GkHE2M9Y5d48mojlbJmOOvm4IssW1Jc6j3ooGezlZ6utpxlWak5GJZFr2DI2zatR/bsmjKNzCtexJORiYgcboybHC8GlwOI3ySDqGk02NNABLxOExNjcS+BiCRIvA8BIUEYfasGUx61XtxMg1cfcU7AVh42Akce9KLOObk8yiWoktVEeKSgthzYUmMEEuFu2ECAu0TeiU0voqKtTUiBlYiGucgM5PjcEw2azM4UAwAhheohwoh0EoleBm1shnS66KUWCskkWqtsYwUWLfsk2sICx9aBwYYHMeJa6gcdthhZDKZ8Xd6DCyTyTBjxgxWrVpFLhd4k5YuXTrWLl8YK8vx4bLHM0B7NO0J59+RUrJkyRIefPBByuUyfkru+vFmU6ZMYcmSJRP+wQVAgxgkOKJC1JQhY1/ih8+CFZ0NCGLn0ihuFaiFBsdds3Ydn/jcFymMBNL9gWR5eOMMwy0zujuQqgI4Rl3FSMmlp6uVeV3NwY0wAhW24aWxncrTtZXkbdRaTk+SJkCoH0JJZYukl2tVg61lY4U70lkh9TJFYilwSclT7BwusbG/AFIy4gdu7RltDRw1rQUhBC05m8lNWRocKwZg5mtcMzJPqqTIw/7md7fFRFAtrQq3QloBKJwAMKmko1aOZ9k2LY1BqK6rtZkjF85m/oypNDU2IKVkcGSUB9ZtZtuuPQyOFquexGt6N4zwSVo51FyOysnHNU/qgJC60uWaxP4AjY5LW1uFRLjm/n/zmlMb+NTbn0VpdF+sFCplIPylNLHIlpmRouPlMLxp/NwioKH8oLiali34+cPQI5vwi3uRUlAqebghuFdewNlQfjLDBEBaQbqrtEIPhqjobMTrQ4+GHWaeWKF3o6Exg5O1aWzKYjsWWmsyGSsGIR++ZuIP87Zt097ezsqVKyeU9fFY2o4dO8jlcixatGjMdo8G0ECE3qeH+Hoy2BPyLNra2njuc5/LokWLcByHwcFByuHT+ePFisUiq1atIpvNHvSTgCX8+EYapbM6VJ9n4GxWMXk0AhtKWjFo+einruBr3/o2n/m/rwDga/jgJz/H8MAAv/rDX3jakYdjGUqmo67Hiu37GC77wWRl22gnE0xuTqbyNG4u2048qSnLACOGJkRiObSqCbeqXkkytbWeaNeEi6uZE2+d1M56AEMjKIcz0ur9o9y9e5hBV9OUDc53WnOOWW0NtDc4WJY1cUBRb5wT9F4cPXt8UaNqsGKEZsbiWBhhEqRFviFHd3srjm3R0phnVs8UhJBs27mbweFRXF+xr38Q11CxVMKKdTXi8dRIaU2HUwQ69lZUeEtU9ZEGHhGnMgq/RF+pryWnPu9/OOnMl3HE08+gc/IMlPJZc98/2LTmbmwr8GZorXHsihYHVDwCUWax0oGORjT5+36gxeErHUiQK41SGs9TKNGA27AMj1ZKxSJSQGHEDY6TtZPeEa2RloW0LCxbks052I6Fk7WxbIllSzI5B8uuAAwnY5NrcJCWpKklS3tnnlzOprHRwclIWluzWFLiuaqCoaXg0u9NPLV1zpw5aK3ZsmXL+I0fRdNas3//frTWtLS0cOqppzJp0qSnPAqPM3vChVG01tx9990sW7aMKVOmANDf38/WrVuZOXMmPT09j7nMbqSn0dnZeUA/+JXrt4dpdMaNNgqnaIFF8CQko4JXWiBIgnONwFblwAMSeik2b93GP26+laWLFrBt+3YAVq9bzzXX/5jurk6u/eFP+d6XrwjCI77LaMlj5bZ9zOpsobs5F9LsAz6Espy4qqdyspXlEFwIrYJ+ICFzHW2rDLQOSKhF6KzHxXgoNkbWRa3U3aKn2DNSZu+oS4NjsXRSI7PbGlgYTTZy/IyMgwId9US7ZHL9z+/eyDlHzQ+PIytgqRbPY8wxml6UMdJOowwUIWnM52nM55k6JVhXLLv0DwyydcduWpqbmDRlKrlcgxEuShJBK96OCnCIC6/V8IpIAr5GPY9G4vIZlWABLKEY8Rxe+67P854LT+TFr3gHzzr7DfT1j5Bt6CBSAY9CIRBmpRh8jaA/jW0J3DCsYqbKRqqeaQ+A0sFDh11aRcnNYlkzAjl0pWlozFIYKaGUjiXHo7CI5VhkQ3VQnIqH0G7IBGAlY6FVAFosS5DLBf8/25bkcpJiUWFZosIn0YHeh2MLHEfyyR/6fPhl48t+R4JfnueN2/bRsqGhIdatW4fv+zQ3N9PW1gbA6tWr6ezsZPr0g6sZ9PDZUwqikT3hPBvlcpl8Pp/QxJ85cybLly+nv7+fVatWPYajCyyqnnggNVpWr9+KjBzHQmOL4A8dAQwI+BiRCa1RWLE7OuJzWDrgZkTvAA3ZDKc843geXL2W3//pr3hKc8sd9wDw6au+BsDPf/tHLL8MQuIrxazOZia1NibTHQ1vhbac+M6r7CxRumwcLhlvYk1PZGNVX62nDjpRMz0VtUIlaZ5BGHpwfcVgmCGwebCIq2FhZ54lXQGTP2tLhGVNiG0+LtBIexsOwKsBUPYOLpxohk7S4DAYV+1U16p+jCyUbCbDvNkzWbp4IY1NTQig5Lps376dkZFCJVSQBhIka57U87b4KRKp2V5pw6uR9nqE6xscj6mTO7j8a7/jx9d+lvUP3kpD0ySQFrZd2T+qAAuhbHm4vG/7A3z4ZQ63//mbCF05n0DEqyJtHlw+I+whoez6lOx52LqPjNqOk7FiYmdza0PMvcjkHJysTSb0akgBDY0ZLEuSzdphiMQi35TByVg0t+bIZi2amjJx9dlMRpLNSjraAxDS1pYhm7WwbUE2K3EcecAJWtlslnw+z4YNGx7zEPbQ0BD3338/kydP5qijjkp4kOfPn8/mzZsfe1EyQbJa88G+ngT2hPNsuK7LnDlzqtbn83kOO+wwPM/D933WrFnDzJkzH5Pqr5ZlsXjx4gl7NUwpcoE2PBjBuw5BhdYQ3X+VTk6QQdVWVfGEGG7nyZO6uP4bV3HGea/invtXsGHzVr78zWu54bvfpLOlkUKhyMLpkym4Pvv7BpjVkacl25iY1APdDAVCoEIRMVMgKvEezeuR16XWHS0NGGpkndRsN4YlKr1Gf1ATwKRBRtrCdYMljx1DJfqKLpOacrTksyzqrPyOtGWhOYCwTT0bR0wr4dGIllMejZqqnLXIoAcAXKrKxKcm/UDt0wyDJfuOwIll23R1dqKFpOz5WNIOXPBCMH36LHKNzVUAAypcDagQPk1Z8qhGirmfPwGQEngNK59nzprNmz7yXa744Hm86zO/Y8rso4DAk6F1EGqM6qZoRZx2vOru3zNjwbH8+7dX0b9vM6ef/wl279jG2nt+R1PrZOYceiYQeBYi7Q03JIValqBUlPjZpTR4q/HFJPJNecrFANTmm3IUC2W00jQ0ViZPEar0ZkKvRQA6gntA5MnIZCS+H2TEZDPhQ0h4zo15SdnVNDXZ8TWIvDUAH/+Bx0fOn9h0IISgVCqxceNG5s+fP6F9Hi5TSrF9+3Ycx2Hy5Mkce+yxNQtZNjY20t3dzdatW2v08ujaU56NwJ5wkGk8DoRt2wghaG5u5p577mHdunWPGrrVWtPX18e0adNoaGg4qD7MzJLIItAhUDVuzBJFmNVgTDgRb8Mk291z/wra29qYPmM63V2d9PYPsnDBAo5eMo9sLseqLbvIRhgmBTSABPkw4Q2I1sGYHo1abvkxJ+x6E/EYnIsqjkT6ySD9tBAuKykZdMO0z5JPc87hmOltzO8IvBjasuJXreM9bLyMg/BqADTnDowXlCZbxutrALLEb1KIOISSrHkSvRveNyoeDMvOMHnKFBYuWkJPz0ycbJbR0SI7t2+jVCrH7WoBjXi8hrBX+lyi+3mVYFjCCxK8SzSuL/GU4Oinn8JF772KKz/8fLauuxXHlIWRIsa/lgwmjb07V/OPX32Bc177WY54+vMoDG5jdGSIL759Fr++9g387rtvx7ZFzImQIaHUdiS2E1ybbM7GsnP4+cNpaGwma43Q2JTFCyXIcw2ZMHVVxeRUGaa32nbg2bDDrKZs1sJ2BJmMxLYFuZzEtoIQkGUFReciZ17GCa6TE0mnyyhbJ9AN+eQPJ+6pmD9/Pnv27KG/v3/C+zwUi3gZt99+O/39/bS0BOTrsSpmz5kzh1mzZj0q43vKxrcnnGdjIloVUkqmT59Od3c3mzZtolgsIqVEGuI3j4Rt376dvXv30tbWNuHjrFq/DQwvRHSzTIMOKUIvR+oJLibNaStoEzLwJTp80g8mgNGRMN1VSqQQuJ7Pv265jeefdBwlpVm5ZSc9rQ1MaWuqVGqN01sjin64nCB8GoNMTVQaGXtDwsHXvxCRByL9+DkRS4gbhIvRRBnrf1jJz0KAFYRKdg+V2DlUIp+1WDqpidltDVX91DqeFsljjuepOFAAMZaWRlp+/Kzl82qML8XbGIsEWmd86WySql3Q8S81AQxSoZc4TVVI8k2BR8PWLlpINqxbSb6xme5ps5FOkLJoejSi9wQxtAYhdDwOh/kzdKygtwIWx5/6UuxMA//3oefxP2/5Esec/DJC/INlQdmFbevvwiuP8K3Lz6GppZPlT3sWbrGXr13yIrasuweAQ487j3JpNNyvEnaRlogVRLNZm3LZJ+NIhATbUsjCOkqim6aWaYwMBQe2nYCH4bkq1srQSmM5MgQcwboIZNh2BWBE3pTos+dXxMmCtNjk3ywSKCuXFe+/usxnXj/+g5LjOCxcuJCRkZGYJ/FIme/7SCnZv38/8+fPn3ANLNu2KRaLj+jYxjOBQBzo//5Jao+bqyCEsIUQSx7OPjOZDAsXLqS5uZldu3Zxxx130NfX93AeIrbR0VE2b958QGWZV67fXqUxAOBjJTwWpkkComT0DBjtq5D42k5UfwUoFIvcu2Ilm7dto7mpif29vfzkhl+wYuUq5kyfGuhyWDZzu1qZ0t5cPXnGBw5veNIynmIrT/Q6Sq9MkBOrSYbaBCq1zAQaqSf8qqqnNTNJUvuYPBLjsxeCmx1DJQq+ZsmUFg7pDtN7wzY1j1eLWDreWMbyVNTKDDkIT8m/V287oPaR1eJqVBdJ03XJolUZJXWASVotNPB25JgydToLFi8j39yKkDaF0WGGBvoD8KCrvS9VcuW6AjSqZcuTr2idisCLEjRmfZSGo048m49+6SZ+/I338MBtf6A0uo+7//Uz+vZuJePA9794AV/64LOYNusQzv6fd5HLaJ5x6gu59NtbaJsUPD2vuPXH2LaDbQfnGRQoDEIZtl0ZWzYbyIdblgRh4+YOxfF3Ybk7yebsKrd7pCQaeTYiPkZjo4XjCHLZoLhcQy7wqJjHiswkuJbLQSn7UknhuZpyWVEuK4pFj1Jp4t6Nrq4uenp6KBQK4zc+CHNdl7Vr13LHHXcAsHDhwgMutjmRTEAhxMlCiOcLId51UAMds3OIfwQP5fUksMcF2Air6r0XuEgI8YiodE2bNo3Zs2ezevVqVqxY8bDnim/fvp1Zs2ZNuCTzg+t2VKkimkqKkXSzaQk9CqFDnY1qUSQlrHhy2LV3P2ec+3Ke/cKXMTQ8HI51J8ceeTjnnn0WKzftQJeLtDU3InToPUlNdNHEW083wwQfweAews+qVtqpORYT4JhpnFBRNY2Wa3wu+4qNvaPcuWOYspbM6mhmQVcTTZmwfT0wUWvdeADjoVgE2ixDmyMEdDFpV1rx8ra+4fi4CbAyUa9G1fHH50DE2422SYG5ZLprWlMjaissm/aOyQjLRivFvt3b2LL+QYaHBgJxq5RXIy1fXh06qUMT0pUKssVSmfe9/ky+9rn3kHc8tIZZ85fxmnd/iRu/czG//8Gn+Nbl5/Lpty7nDz+6nHd99m8sOPQE1j3wT44/9WWxd2Dhgum88r0/5sTnvgWtNTs23QUQAw7zwSMKr5gEUs9TaJGh6CxFeyP4nh/wLIzibRH4yGYtnIwVkzy1DkIj0bmqkFfi+4GEuu8HQCLqS4XKqJmMxHWDlNzoNTBQolTyKYyUeeVHdo75fZumlOKee+5hYGBgwvtMxHp7e7ntttvQWrN8+fKD9kiPlZkohJBCiFcDXwDmAscLIe4Iy88/ZQ+zPeZgQwhhhzVQfgNkgdOEEN2PwHGYNGkSxxxzDFOnTkUIwb59+x4WRrXWmvnz59PT0zPxfWrcdM3lyDuhYnJo8mlXaB2EKdLhFxHsZ6mApzJ75gyefuwxACxfdijve9ubaMg6HHfUcvYMDNOSETi2hVRuTS9CLQARyVHH68eZWKuqjNaysRjXNY6RViat8l6Y28NtA0WXu3cMoITgiGltZEIRhdgrkz6eCVbG82wcjNXjm5jrx5ZbPqD+05b2Mo2X7hqFxqpWmxoR1AEeNbx0aQEvgaahsZWZ8w+jvXMq/ft3obXA98Oy61rgawulwdMS1zc4I2OkvyrjGFoLyp7Fd7/2CRAWK++7na9c/layVpl8VnHoUaeyZ8cGbvrZF7j4K7fy6evu44Fbfs7Vn3gRvXu3cvLZr6OltYWGTOV7mdWT45yLruJTPxyhNNrPUP+uIETiiMRDjYpBQVB8zXMVWgWAo+w5FK05CErgDwZeDCfQ0WjIOWSzdgg0JFIGYRHHCUI1EYDxfPAVuK4OPwcHjFRPlYZSSQUeDU9RKvkM9BcZHCzh+4rCSJnCSIniaIlz376h7vU0TUrJggULWLVq1cNyL+3r66NUKtHQ0MDhhx/OwoULH0nF0hcCrwWu0lpfqbU+F/g+QQXyh82eEvUK7DE9CyHEV4D3CiFatdb3AT8kKDF/ihBifOH+gzDLsujo6EBrzb59+7j11lvZtWvXQXs6CoUCd955JwdSNyCoe1Kx9BOaeZOubEsCDj+k25htZUggNdNeAd7z9jcxc8YMVq9bz6tefj73P7iaTL6JrFDMnNxZ30UeP0mbXgyTjFqtClothT3+U3G8j/mnquXhqDHhm0BBSyuZnistPGGztX+UwaJLYy7LsmntzO1sImunPABUg5bEMSdi47WdSFgFKucuZUBKNXgapjqooc5UGX8tcGg++Uf9TOCcxuNrVNqlPGERX6MO8EiHPPyUp0IIQVNbFz2zg4yuXVvXsX3jSn77i+/xkXdfyEff8zp+8p2vUiyXcX0rkdoaP+Uj4lf0OfJ6uD7c+KOv8eaLv8nFX/w169c+wE+v+xxaQ2d7njdd/C2mzlzIwgUz6eqexke/8nde8PJ38d7P/Io3fPBr2DI4SM5R5JwAdEybBJlcA4cc+3zu+suXQu+5IJer/J4izwIE0UqlNWXXj/U8AKQo08Q6snaJfD6DbQfE0uZWh2w2IH9mMhLHqZBifVUBMp6nY+JndE0ACiWF62qKRZ/+vjLFgk/fvhEKI2V6dw8xOlRiqH+U4mgJFZazf8EbV4/73UMQTmlubo5T/g/GCoUCDzzwAKtXr47BRlPTxKrTHowJIdqAKwmqvZ4shLgKQGv9RWBICHGGEOKtD8uxQpLvQ3k9GewxI4gKIZqA5wDzgIVCiPUEX/4/CQBHH/CHR/D4LF68mMHBQdauXYvneQcsAKO1ZtWqVUyePHnCQmL3r9uNMECFiiTGIy+FqL4xR6EVQZDaGSmFQsDvgKQeh0YE1VvDsMhRy5ezJUwBy+bz/PamP/PO/30Vs6dPReAjvZANV4PcWMtVfUAWEzIrZNEKcVTGx4zSVuO6KpFFT/aR3zpajkBBtF5YiW1aa3pHSmzsHaE55zCpycGSAsux4u3xOQtZRfZMpNFOZF29kErcsMa1rQWmDtLOOnLBge+UAogJMbAD6UbrZB/ReoM7VDPkEQISSwQg2dO1950ycyE//u5Xue0fv+XEM15BWTfw7z/9lN/87FouufIn9MycF2R8yFBgrgbPw7SRkoXnlSEziWxjjrdfdj0fef2JHLL8mSw94kROOPlsTjj57LC1QohGTjz1nBhkQOBB9FUw4eczitGyZNokeN4rPsHVHz+bf//uqyw7/nwaGlt52nP+l1zTTKQlcMtRiXjiwm4QpLIKAY7dBa6iVa9FZ4/AcrJheESQzQTnEamaWhb4biXkEm2LNLekEIwW/Hh7lH5bKLoURsoIKSgMlyiNBi8Azz04wa6FCxcedKjD933uuecepk2bxtKlSx8tUcaPAf/UWr88DOP/SQjRDpwIvAO4AzhSCHEKcL7W+uCYpmlP5X+xPepXQQgxL/RkDAPnADcDO4AC8GNgOtAJHCuEGFvc/mGwlpYWjjzySKZNm8bQ0BArV66kVJpYzYAdO3agtT5wkBLeZGvxM5QOlqP39AvAJYNG4IXF2Mwbs0VQ7VVqP46X61BJVAjB8Mgo577wbLZu24El5YSABiSfiOtqMKRDEcFBa18D04VfwyuS8HZImShPjyGkpW07WZclkggH9oyWmT+5lUXdLeQcK9zP9MaI6jELiRlCqpXaWi/dtUoO3LQDueGE52z2lRBXi1KNjfHuHSokvCbp30ziezuQ0BfjgxDzOkQAF6j8/nTlN5pWCxVEnIygholZXA2CSV1IyX333MVtt93G8me+lGc85394x0e/wXPOfRPvuPDZ9PfuAwIPST2goTWo8LhteZ+mli4G+vbTPyzp7J7BmS99O7/56TcTx40sn1Ex0IjGCGAZ4CPycCxaNJ2Lv3oXl35rNbPmzKZcGuHqj51MaWQ7WulAeyPU7QgEvwhJnUE9E9uRNHX1YDX1kLFL2HZABJUy8GBE5M9oPratypNzRJaNvBqFok+xEJA+BwdLAcgouhRHXYQQFEfLuGWXUrFEqVjCLbshR0bHntoXvmlN3e/dtKgq7AMPPDBepdXw+9Ds2rWLtWvXYlkWxx57LLNmzXo01Z/7gEvD5R7gbuAM4BrgCq31+8PPAI++WNOT0B5VsCGEeAvwDeCTQojnaK0fAK4CzgT+H/BBAt2ek4GPAq8XQuQehXEhpSSfz5PNZrn99tvZvHnzuH+a1tbWAxLvun/d7qp16SwUTRiXRsbCRSb4iACKb8TA4ydEvJivYaYdrlqzlqbGRhbMm8cfb/ozN996OzOmTcH2iiBkwNdIjysROqn+mZiT1/gplbVDK4k+DHJmRddDJLNfbCdOYQ1CJsYYbQdfKTb1jnD/rkGEbbN4ajttDZkYhMQmU5PnWCGbqvOublcve+RAC62NR44dy25fW9+FPabseARgDEBRs73Jy0hxO0xvjxKpMFS0jwEuhNBVXKPKYZKgI3p94gvXMm/J0Xz/G5czMlpmoHcXxxzzNJYefhy33vIfhkt2AiBEfUVDN1NkfS2YOn02e7evwPdhb79k2TNey+3/uIHrvnIJ9975r2Cs4TiE0Eipq/qP2kSOhZyjkEIzqR2m9Uzj+a/4EG/60Fc57Lhz+c/vvkw2a+H7OlQjDXbKZCwyGYtcQ1DHpLHRxrYEudZZ5JracdQeBBrHFomqs74fvEyHnxXKp0sh6O8rURh1KZU8BvoKFEcDkDHYO0qpUKZUKDPcN0y5UKm1ZJZkN+9pEw2nRIBje1gSoZ4NDg5y1113sX37diZPnhyOfXy59IfZfOCbQogzCUDFPIK56Qqt9e/CNm1hu/aHcqCnwiiBPeJgQyRnYhv4HPB+4EVCCEdr/SPgj8D3tNb3aq0/AfwPYUjloN1XB2GWZTF37lyOOuooisWggqXrujX5HHv37iWXy004+2TFup2xpDhUQiW1broJvYIQaAAxCEmbRmALFy2SfA2hFc84/WzOfNHLOP5pxzBteg+fufJLfOXTl3LUwtkANYEGwiCe1vRWpJ56zfEbnoFqAmRSHyKe3BLkTrvmslnYTVlOnK6pLQdlOfSPlrh7ay9FHxZNbq084ZvARYikKFcadMTjqkEWNcHHOGTRqrRZ8/h1vCKJMYXtKx6filcDkbzOlXYVT0aUjZRIa02NbSJAKOm1SrYVNTRN0usT7Wv8zqMRm94IE2RIoWLCs0bwyS/9lM1r7uDdFxzGmrWbEQ09HHXM8dz4/StAl1AqDVwqQMOINGAJzdNPvYDrv/p+Nj74d4b69/CLa99PqTDCz7/9CT76hpPYuXVj1ambWNC8HOZckLE1UkBjrnIdTnzOuWxY8Q88TwXS5FKQzwfCXL27VrD+3h+zb9vd5HIydGqJMCNF4Rd24Q+vx1eBZ0NrKBSV4cUI1kUZKLYtKJV8LCljgFEuBq+RwQJu2WN0sMDg/qHwGumENyFajiXlD5DLNm/ePLZs2VKzMGYkrjg8PExPTw9HHnkkLS0tVe0eDdNafxK4Hngz0EzwkHu91vozRrPLg6Z6nRBiihDibUKI/xNCHBj94Cm5cuDR8WyYCjE3A6cAFwE6fAFcBpSEEFcCaK1v0Vq/V2v9i0dhfFXW0NDAokWLsCyLdevWce+99zIcpo0CjIyMsGbNmgP+IwZshWoVUDCewlLhlDTRTmmJH0qVx8Wl8Kv2j27uGzdtBuBl55zNcH8f+/fv54Rli2qDiPSYxgIaEyIYGhN3TGaspGyaGhhaWgGgECIAEyG4MJeBZE0Wy8FTKnhKtB3mT+lg4ZQ2MrZF1dN5AiAZoMNUErXSIZYaQKSKQBquS6+PjmkAnnrb434OxgwSZ3BNU+m7Y3o1DI+G6eGgtreqnkR5IhvFBEiJfZO/yyh0qAkE6OJ2KZABYAuFFIps82Q+/tXfs+jQo7n9bz8g2zyFY898B8ViifX33ERptD/RT3TcCGj4KgAxnhKc/dLXcfIL3sK3Pnshl7xmLg35Jq76RS9f/MkmXvvOz9M9NahrVOtrMQFHdJxIFjxYDhYac4rhURgdKdDQ2Eig+CkZHdzMv278FN/79DP46ZfOZe3dv+YbHzkuzroRIhTgEhK79RD8Yh/u8La4aFviuuoKZ6NY9Nm7t8j+vaOMDJcolTzKRRe37FEYKeK5HkN9Q5SKpThUElkkepjsO/SieD7Pfd0D1ReihuXzeWbOnJkAG77vs3nzZm677TYKhQLTpk1jypQpB83xeLhMa/114GUhKfSnwMpomxDiQuC5wKvDVa8G9hN4Oo59dEf65LBHFGwIIS4BfiyEeIcQYrnW+lbgF8A04Ftaaw9Aaz0KfAh4rhDicfVFLl68mEmTJnHvvfeyadMmtNasW7eOWbNmTUjNFCrZJxG/Iq5oGYZIPG2hEPha4qdqPoyVqRJXtCRIkRVaJ4ihAM884emc84Lns3DeHH7zvavZccefkeGkKv0g3FJLyEtNJNMkGmONCaquIFY0CZneDANAJLwclp1YjjwaQQjFZrBQ4r4t++gruLQ0ZGnNZysAxpg8da0UVnOcaTnzND+kHvBIr4vCNTVBiax9HWpYXa+G0Vf6uzhk1pSq46W9GEoaHg9Z57yo5uqMZyY5NPJsCF2pTJwW8wIqRQeN3/MH3/l6bv3PX2sAk8A6G0aZ1OziZHIMDexHeH3kchbLjz+Dm//1F/ZuX0Pf7o3oMBQQAY1IwEuHIZQgVCOYN3cWheEB2ifN4Fmnn8eUya30TJ/B8//n7VihDPaYavq68h+EZDl6gcbzob1Fs/bB25g2+3CamuCuv1/LtR8/iYG9q3neKy7j8u+sp7UjyPSX4W/GD7NWXE+jsKH5EJQ7gq9UnM5aKqkgu0UFYZxCwadQ8BkeLDE8WGRooEC56FIcLeF7PspTeK5XkxNhhk/S5ns++gALH86YMYN8Pk+pVKJQKHD77bczNDTEkUceedBlHB4pC7mDAN3AS4UQhwshXglcDJyntR4OxSbna62/T/BzbAQQQnSN139UiO+hvp4M9oiBDSHExcCzgE8DFvBDIcRMrfXNwIe11ncIQ8dVa70WOFlrfdsjNaaDMSEEPT09HHvssXR1dTEyMsK+ffvi8vbj2YPrdiQ+l3RA7iwrB4XAVXaCkwHVbPropitFDRJnCFgEGh87CKMYN+vTn3Mavu8xc3oPQggy2YACI5UfTg5GbvyBAo164ZRx3PaJJ/06y7E3Q4gQjFRAikawae8Aa3YPMLu7nY7mfFW/idRQqAk60sJkCRJojTooCbKqSUqt5+o0gUq9R2Rz21gCROkbvkkEFZIlM6cmQiuqnjelhsUAJOVFG3e/6HcWzsgBwKiMKZaGT4VOonUJnQ3P5R9//QM7t29NABAIblLmlfnoJ65k2syFvPK0bl57xmTmLjiUf//ll8yYdzieW6R/31Y8JfD8CsjwlKTkBb3YUuG5BS5/zzm891PX09U9lW0b7gmyQawKN2M8Ck3Fw1HtbYCgr3LZ5Q8/+Cjb1t/FZ960mFW3/ZCLLv45b/zo9Rx30pk0NFgc8bRTACiP7IhDP2VXxe9K5CC/AO0VUJ5LoeDj+ZpCSTFaUBSLit79RQqjLr6vKBfLDA+MUBguonyF7/r4vo/vBv91kx9hggxz2ff8AKT4QTaLVpqzXnN//YuRss2bN3PnnXeSyWRYsmQJhx566OMOaJimtf4/gnD+l4GZwNu11v8OaQA7gB4hxBWAq7W+KcxcuVMI8cFxO38qjAI8AqmvQojpWuttBPnL39Za/wv4V5jXfCNwuNbaFUJYWuuECky43+PSHMfBcRxc16Wrq4u77rqL+fPn09HRMeZ+ERlOa0FJJ8VpYiXEiJ2vIaY+hMDC5HlE/aX3h8AtLVHxZG+pMoNDwyxfdhhf/cY32bF7L7N7piDwkaqG+M4EgUat9E/TtJCxp6TC+7CCZa2CCT5Kd7Uc0CpMeQ2XkeioPLcmrDYb9mPZeL7CkYJsNsOyztZYmAtBpV9ZqQ2uhUSgEp+DvqO2dsWzE42PSl/BcSvXJF1bJXnuMVOv+hpFVW3HsXq1T6Lleh6Rn/7rHs498YhUX7VDNOlsovTkXmv/yDtRU1NDCANgVFKalbRBk8iWiiz2WoS/YWk7/OeeTeG66rFEV05rgZPJ8OHLruB5L3gxb3nlaXzt02/iY5//IVgOW7bu4ua//Zpiqci5F7yVtqmHsHv3Prq62shlM0FWihB4nktzawd/+Pn/Y9umVRz9rJdgS53IMIm+wnqAoyKBHoU+K+0jrkhxaCdCSOYvWc4xJ3+OeUuPI+NolALbCtJnjzzhBeQampBWAJrdsCBg9BOMdDj06C6EP4yXXRofyy0HOh1OxmLPjgEASsUyylMoTyHtyndtOVasoVHPk6FUoDiq6gh0nXnhffzu28tqXxCgXC6zadMm9u7dS7lcZv/+/XR3P+wajY+Iaa0vFUJcpbXuM1ZLrfUAcIYQogUYCte/G5gBdNWay0x7rAmeQoiXAJcAS4BjtdZ3GNs+SCBs5gNv01o/YnITDyvYEEK8H3ixEOJ8ArfUZOA6AK31R4QQRwshrtRav2OsL+fxalu3bsWyLJYtW0Zvby9r165lyZIldUlOq9Zvi+PRPhYWCp9kmASI0wGDCTMJKKIbdeTViG7SEW/D933+/vc/c/+9d+IWBpHSYvHcmZx5+mlkMhlmT53E9h07OO6053HO887kqo+9l3zWQfheEG6px9cIJ3kVlZYn6Sav0pcIn2qjdtG6RJ8R6BASJcJ0SGEFqCLcjhEaivzSUdu9AyNs2dfP4bOnMqW9JThmdJ2isZigw5xUjfNA6wQgibajZRKEmOdg6nGY62uti89X1AYeUPNpJU20rCu2FnlroowjEfzK4iyRA3S7HmjYJG1pnY2EZ0MEKaf1jilFCJANjoUQGqXS/IEQgIa/D18JbMfByWS5/Es/Zenhx/KPm37OVZ98By94+Tvp37iKn137aQb69nDfffcwefpCvvidf4V9QUO+mSu+exd/+uW3OPsVF9Pa1gb1QJceC3CIqramdXTP4Ht/L4XnquMsFKzQWyk1o6Mu5VIBJZspFn0DbBkPFr4GewYU7gO9lYKchm1LSiUfL/RYZBsy9O8dRAqJn7q9RhOekALlK6SUMbBIjl/FgCQ+tlbICf4uVq5cSWNjI8ceeywjIyOsXLmSrq6uRzOl9aFav/lBa+1HYEJrPQgQZlWeBdwE/DZscwiQ0Vrf/aiPeHx7AHgRQbZNbEKIpcDLgEMIqA1/EkIsfKTm5ocNbAgh3khAqHmJ1nqzEOJzwANCiP/RWl8fNns78CkhxDSt9Y66nT0OrVwus2XLllinv7Ozk/b2dqSUbNu2jWKxyOzZs6tKHpucCylUrJaYtkpVTEMJNKz0Gr2nnw6VUrzuwpcxMjzEs085ia7Jk3E9nz//7R9883s/YtbUbo476giedfyxOE6GX/3uj5zxjKfx4rNOCyfqVGw8UgeV6Sf25JgjAJLwcphtUpO90AolKpN9tBx7UcyJNVwW4fi0kGjls3lPH/2jJRZP78a2ZDgpSeNYhktfSKjhzYiXhenZsMCYMJTlBNtqAJHoXIJ1duJztK4CxirXIRrfuLLDabCW4L3U92qMZXU1UUh+P7XHMzHQUp/Lk9TYSHRNUndDhlwmE1REWSm1RmcJzZLDjuZPd+1n25b1nH5UO82tHbzxg1/hkONehue5vOulM+lqb+R9l32d//vUexgedWlsqHgXG1s6ecEr3hdqaETZF6IqLHIg2E3UAFe2ZRAxqaiI+mGI5+5//YRZi49HSgvPD7gYQXn5wKsRV2V1fbDmYw+voJztZGQoSIt0ywERFKpFuUzvRuCxqPAz0kAjWiekCLkgAchIA43TX3UPf7juiPjz/v372bZtG4cddhiHHXZYDCza2tpYtmzZEwlooGuw/s3JVwjxTOANBBmTrwD6hBCt4bphIcRWrfU+Kjsc1P/24TSt9cpgKFU/5BcAP9Ral4CNQoh1BOTXmx+JcTycng0NXBkCjeOAAeBTwBeEELeHnIx9gEfA6n1C2YYNG5gyZUoi1TX6E3V3d7Nx40Zuu+02Zs+ezdSpU1mxfjcSmeBZxOmuKeGieHsUckEgwic+08UdhVQitdFCyeP2W/7Nl75+Hcces5zOtkYaywNs3Xkavb372bRhPXfcfS/tLc20tLTyobdcxGnPPAErFPJKTPDh5GlOHHHcP1qnK9U/Y0BQ404sSAKPqG8VhUSMdTWXI/ARggnfVygEh86aiiNBGWAEI0QTjT8GQEbIJvZm1Fo2vQEpkKGxagOTKjBS46k4vlbhuRljm5D+Rg2LwyymV0MIOluaEudhcmjqhUkqfda4GY4xvonKmMft6wCNaBlRkSw3QUZkEjAfteLQS9ikpa2bfGMz1/7yPkbooVACpRyUhvXr12O1H01TSzfvPn8xhz/9bJ7zojcwa97SsKBmcG0sWfs/CcmvNv0zSf+XdSpsZBnAxQ/l0oWoRNT6BhQ3fPsTvPCir1F2g3opyg88IH6o+On6Gs/18TwFCNCHoEYV4KOUxC17+J7CLbs4WSdWA40ml8hTobWu682Izy8EGkIKpJJIW1ZCLzoJUgqFAmvXrqVQKDB//vyaZMbGxka2bt3KpEmTyOUeccmkR9SEENOATxIUbhsCnq21fm/o6SgDv04AjcgevzoZPcAtxudt4bpHxB5OsLEQmCuE2AN8CVhFMPgycJkQYjXwdGAQaj6sPG5Na00ul6urFJrJZFi0aBFDQ0Ps37+f+9ftxXU9spkgZh3deMraCfsb40Yecjd8JJaI/uQSS/gVIIKmXC4xMlLgI5d9jm9+4yq+/mWXG358PXtGygwM9HPY/NkcuWQ+5575bKDy9CqUH1JDKkAj0rCIJk1hcBfM0EliAjKAhzC8EcE+FS9DrbTPaJ25PbkctBkaKbC7b4B5PZOZO3VSBYTUCOuY4ZzoGPHEboAcwJA6Nz4nOBoBfwRj/zSY0LF3x6paH7VNeAziyb/+Tz/t0ZgIVyOyk46oL7ZrCryZ/VcajA1GalktbwUQXxNlHM/0YkTjSYzNCKGkPRtg8DUMgGKKdDW3tLD8uOdw0+9/zQln/i8Ad/37Vwz17WL24hOYNG0uH7zq3/Ru+icr7/kzF7/+RN5++e9YdeeNeG6RV73tc1iyEqKpiIFpbvzBVcyaf2hM4jQvlfk/TvM10gAv8GyCHxJAhYDR4SEeuO1PWE4LXTNPpFgIvBJRSXnla8qhvHnkuYi2Oewno/YwpBdSKgTblKfwfR9ppMVopWOQUfmsEh6MNKfADLmkTSuNED7Pefnt/PRri2hvb+fQQw8d03vheR4bNmxg6dKldds83i3U1rgaWKO1vkYI8TTgF0KIc4HlwK94hDwCoXUJIe4wPl+ttb7aGN+fgFpZCx/WWv+yTp+1JqIDvxlM0B5O/87ngeMJVEDP1FqfD/yaIK51I7AZuElr/RKtdQ0lqcevFQqFmiGStDU3NzN79mx8DZs3rmHr5o0Uy8GpllSmLsiQQtW8OQVpstXeEa18LrzgpZx50tE846TTuPb6X7Ligfv4zg9+TNl1mTt9Go5jIyKZcuVXhRRUmCWi7EzVRBSlmMZhlShbIT1hha+ElLbRTsnk/pXj1l6Oz11a7OkfYs2OvXS1tSCibJZ0tkloUSnzYFyGkFe6MFuo2RHzCyynkl4b7ZfOjkmHlIwxJ95rpC7EeiLpaxcer5KxYyczZWqYKeBlejUi+9s9q5PfQRSiqHXstJlZMbXOo46QXC2LfjO1KsHGhGFTjrzGvU0j6Ovt5fKPvpO/3fSr2AtQSxgsUtk99bnn8Y/ff5+Rguaaz7yC73zufFrap3LIsS+gb0CBzNI++ySOOPF/OOuFF/CZd5zIzm1b+Ptvv8u2jStxfQMchaBj3YN38K0vvptV99085gNCOhpRheWoSIlH27ZtfJDXPqeVaz77KuYsPZHRkSCTxC37KF+HxM8AFEScDLfsoXyF5/qU/DZ8H6zyFoA40yRxXANoaKXxXS+RXaI8Fb9Xxl79XUtbhl4NTaPTy9SWDeQyI7z4jWuZMWPGuGGSmTNn0t/fn9AqeqJZKNPwD+B14aozCMptPI0AZPxd18kRFkI+5BewT2t9tPG62jyG1vpUrfWhNV71gAYEzoAZxufpBJk3j4g9nGBjBwEZ9DSC2iYQAAwH+LnW+lqt9RUP4/EeFRscHOTee++dsIDXXWv2o7GYOe9QnGwDG9auZGCgP96evmlFQCNOtzNJYUY1TPMG++tf3UCpWORl57+Mj7z/zfzwe9fyv298C/935RfZs2Mb+aamCrggOUkTTdohqIjWxd6N1M0mfexaok3m5B4/lUdaFzXWjdVWS4vhksuO3kGWzu6hrSmf4lyI5ESd4iRUBK4qAERJByXtqs/xdZZ2tUS6KZMegQ4zrBQBLQNQxe91ciZrim6Z2+PjGjoYRlXbsWz/4Dg38hgYWmhk1auemVkoCQIr1WDCDNmMpbFhciLqgZY//+FX3PDj63j/217JyntvwxKp0EtokQDYoqOfx56dm7n4lbO47S/fY9bCY8k2NPH0098EQP+goli2EM2HsOCYV/Cmj/2M137gOzzjuW/gtz/5MgCeb5yf0OzavhGAuYuOCMYaezzE2N5J0/sRE2GD9Upp9u7exaVvPhWAUmGYuYe/NCgzX/Qol33KZR+37FMqegHg0Lri7QiBglvyGHJnkJP7wBsJtmlV4Vv4gZdDKVUFMnzfR2kVtzc9GFG7ePwhGJFC0N20icbcMHsGeyiUm+uef9osy4oBxxPZtNaf1VrrULJhNgElYCvwN611f82dBITxuof2emTsV8DLhBBZIcQcYAHwiElPPGxhlPBLuAZYBHxVCHERgVBXFpBCCFGLfPN4t02bNjFz5sxa5JqaFt9cpEVH9wxa27tQ2JTKJUojQzS3dSJlNeiwULFTKyLVKQQWOkEWBbjxV7/g5Re8gmc/83g+8JGPsvKeW7jjrrtYuHAht915N0ceErjUE0RLaSdu0maGSexFiZ5K67jIzXZBJknSuxBPNClvQBSWEYkQR3JZC4nWmpHRAs35HIfOnY4lKiNOhEygipwahVdM4qnQCiWdSvglzNqIQibRtqCtj5IBOTTKmAmOAybfwgzPVDJSosk2zWcJ027jQad4HmNZOgXC4GCkwVfwORWaMEIw0bhqUy2jfeSY282Mk+gY8bbU78XMRAmIyFb82zFDJZFF8l6VUxe8+GWv5pjjnolGMGPWfBRh5opOtQ2Xu9sEX/jRBn5+zaWsfeA/zD/8DBYecQaWLSmXXTIZB1+BJQXds4+l03cZ2Xk7S5Ydzw3XXRYCfhIEUc8NKiUsOuy4xNjicY9zNzPH6SsYHBziSx87nwfv/AvT5x2Ok2vi1PMup637UNxS0jPh+5WsEM/z8Q3eBQSgw9cWvd4CXBWQqCOQoLXG90JSeQgo0ryLiPRphlMS30nY3pJlHGeE0XIrfSNTKLkO5m/ttJffyU3fP2rsCwFxCDoq8PYksKUEFIG/aa3X1W82AWL4I2xCiHMIqA2TgN8IIe7RWp+utV4hhPgx8CABcHrzI5kl+rBehTA96D0EYZMLgEGt9Xla69EnItAYHBxkZGSEqVOnTqj9nWt6E581AieTxXYyaF/Ru383WzesZHRkBCE0tvCRaKzw6cxCYaGqxLvMJ0aB5uSTn81Nf/gt3VOm8P1vXMWVn/44H/3oR1Gex7SpU7CUm4j718pIiEIPcajEmKCqamsY+1XF21N9+NKpuPCNY0UWLUfHiJY9pVmzdRc7egcCkCWrPQQV74GxzvBAqLBOCkJWlsdqZ2xT0qi9El6bBOAywjPRGHQtr4MZWjLM9HjUly83whhh3xMu5jYBC665qPlKA420x2OsMVQRQGuoh9YCsFGdnyjok05vnTF7PjNnzwv+GxFxlORkL9B4YZpsT4fLCc84Ad/3OPvl76Gjo51LXz2VH175MuywkFk8RungZebQu/lfHH7sqQwXLaxUsbXjTnoB7/vU9bS0dcXHM19V10FX8KTJKfH8wGvyg699gIbGdl7xnu/Ru2cbxUKB6QvPjLNNgj7C0EcMDioS5coPhLY814tBh+87OAyTt/aEn/0qDQ2Tl1Eru8RsF3k+tPZoyu6mu2kjlvTQSlP2c9QO80/M+vr6WLVq1UHv/3ixMFzyTOAirfV9j/V4xjOt9Q1a6+la66zWerLW+nRj2ye11vO01ot0pQDdI2KPCOTSWl+htf6o1vptj0T/j5Y1NjYmUrnGs2iKhbBomlHHJNuQZ+a8Q2hp72bXto0I303sB0n3MoBtpL5qBJbwEChefM7z2d/by8cuuRShNXv27ePYpfP57Q+v5YXPfkbtGHvIwTDfE9vNUEiNfav4GMJw90dtanAq6gENqIAV1/NZvXkHtmUzf/qUkKORKtqWGgukOB+GtHm0rIVEGTLn6XbB5xQgCcMcyfNMCp1VpQZHoKNG3ZRaHI/ENY1CJ2N5OlIcjHidwZd50UnHVGeJhF6NiRVdm2BYJXUOYHApDD6J0MHEnQaptUIukWJumqCZCNWEHoe0lL9GYEuFLRVKCbK5JrzSABvX3Mc3Pv4ifK9EJtuAJSsabBFQsBomsWXnEF3tDWTsZMooQL6phRNPe0k8rlre7PEeoYLCaZp9e3azdsUdHPK0F7Fz60YGenew7MRXUigE2VZxhU8h8Fw/8EaEnVtW4PWLnpAtSyaAgaezNGb2YYvR+F4lpAi8GkJSr4qoGT6JPBt+GEZpzu3HFmV2DsxicLQDrVQsAx/sK+PXc14xMWmJlpYWent7GRkZmVD7x7NprUta6wcn1LgWJ+pAX08Ce2z9O49jGxkZYWhoiKampgm1v2vNfqSoeCWip60EGU4IWjsmMWvBYWDZbNu6gf6929DKTwCVyNsBhugRoLSFEJrmpkY+8YlP8KMf/4hi2WVmdwdTujoSqaiaiLQZTpY1frxVACP6Udf7sdfgWyTah1aLQGmSTdPtADpampgzbVLiKS9hqXFUFXALzQQW5nml2wWfTd5GhbMR7JOUN0+QUOMxVdcoGQt4pMFH9Tka4MMghE7EVm3eOW6bCOAoYcWviRBI6wGVOBQWA4wwIGL8DsdKu41DjqRAhinsFpoiGeKo1bdjKXpmLWb9qnu45vIXs+SoMzj9vA+DLsUaakGoJHgNDfQy2L8HspPI2Zri8P5x7+sm4KgoiCZBRzTukhtIpl/3xTfy9hdPY8vaO/jW5ecyNFQAYOaiMwHwYsXQoBPbsdAq0NdQIWcjSit1sg5CSjK5DFppLMvC920GS1Noy21PXB/bcRAyED8TQsY1kWoBDqUVthxhcusWHKvEwGgn+0em4SsnATLic5yAGm7aLMtixowZbN68+YD3fcKa4Cm58tAedrnyJ4tt2LCB9vZ22traJtReaYnSQeZI0QuEgzwV5NnHQQUzpx/BlMlT2L1zK71rVjBl2kyaWpLHiuLbQuhYjlxoja80H7/kY3z4Pe9k07YdLJ7VgzTKTlYAh5H+mY7Jx2GWiKeh4jbp93T7aF067VOgEtuDRsbTaQpolF2PrXv2MWdqN5MjsBT3pav2CaSwjQnI4KEoYcUeXoGuEECNp/2YbxKRcWP5dPPaBYqgIpRRN/kg0XGCcVQ4KrGKaFpBNOJ31NhWs0psHauQXisZKGm10Ac3bWPRrGnxusijYV7DtOZGwnNgkj8nGPE0PRuaas9GJGOe2EdXQmxRaMX0bNTN2CLQ2qhVpBCIy8u3tTVy7Z9GyGQbsC3NL6//CiMdk8k4gmIpENSyJAzs28glr50HwJs/8EWU7zKwZx3KL9HYNq1uimtlXY3rYYzH84OQyPrVK/jrjf+P//34vxF2FxtW/IUdG24FoLlzEb6vsazw/B1JqRh4WCKvhrQkylfYjuE1jMIqEd9ICopeG7Zwg3uE48RtLANgAFjSRvl+wqshtEt70x4y1hADhS5cP0P0ZxoLVJh9pIW+6llPT09c0PJJwt14yiZoT4GNGjY0NMTQ0BCHHHLIhNrfvro/vs14ykYKZYRQfCwAUf0klsnmmDF7AaND/fhK4StBuVwkl8sCxLVOTDEvgOuuuw7f93jWM59Ba0M2ABoYN/+EgmdEgAwn2nASEDq4zXsq6FVYVqJNZOm4vdC6Ziw/0X8NkJK+O7uex+rN2+lsbY5dvwmtDmMySgMPkwRqhhYi8BDTg4SIl00VUzNjJUFqNQS70qDDVBHVZn+pCdyUXE9od5jE0lru+Drgo162xsGaGdaKzqPOkMYNvQit8A3vT1QXxfymK4CiOssJgolcoqtk/M3tEAhiQQBIAmCf5IEIQZy+OqXTZrQcjKK91WZDoYBSQRhlx5b1jA7t5ydffR3nvvqDnPzcV9LeOQlLaLpmLGP/1vsQCPJtU2sKdyld9VOu4pEoFaiI3nTDN/j2F94IwLYNq5i//KUsOfYCZi4+nWOe8yEy2Vw8YUfgIJOxKBZcLEvGKa+Rbkbk9bMdi9GhAtlchmIo4AWCYbcbKVxsq4S28rECqO/72NKuUhcFhSV8fCXwlEN/YT5eWMFgLHVRCMIotTQ6xjPLspg3bx7lcplMJjP+Dk94e/KEQR6qPTn8Mw+z7dy5k5kzZx6QzG78tCY0tqzUMQlAR/LGqbTEMoBEc0szLa3tKLfA5vUr2bltC57nVk00pcE9XP6pT3HNNd/ic5d9FO2WmdLVUT2WiJeBwLWyuFaWsp1LhDW0EJREhlNf/HIufMcHGC17iW0mmTDZt6i7PrE9/dMyQjJKa1Zv3kFHSxPTJlWP37ym6esL4MtkOKTmsjBCKMJKhH7S3JO0nkg61FRVQTUVeogJpaJGO4OYmji36DqNw9eocDsiLkl0/aMwmTSOn/RqmJobtXg6tY5jjq1WG0h6WpJAq1pZNJ2umv6s0p6NyJtn9BtBtkhTI+onDUgi7gZAc9alJefiKYtdm++jb/dK9u5Yx1cvfhb/977jOOHUc3npaz7ATTd8g+cf7XD7v36HnWmgc8ZhKFWZlM0015qkUIMIGm1XWqAU3H/XfzjlRe/nku+WWXT0eUCQZZJv6qK5bQqWJZFCIEUQ1vB9je/rOIxiWTKezG3HCvUugjRYJ+vgljwsy4r1NIQU5DKjdOS2BZE8EXE8rPg9EOUSNDjDTGneSD7TB9JmqDQpUY8m4mjEGS51Um+CcE9AOj39VffUbJM2pRR33HEHo6OjE2r/RDeT33KwryeDPeXZqGELFiyYsK7G7av742VPSSyhcZUVP4FF5muBHT4hCaEpK4eMdIObug64GdlshoWLlrB79y42rnmAmXMXUx4d4I9/+C1bN6zmZzf8guecdhq/+/H3yOcbsFFYolphMfIQbNg3zNo1a1g6byadM+aCN4qQNjt37uK7P/0lv/nNb2huamTD5q28/9LLueIzn8bSXuD10Aqp/YR3xOw7WK7tUYm36epwjNYaKSVzeiaTDz04piXSRo3QRdR/UEm0OsU2EQ6KvR7pp2lZgdepYmxm7ZYoVJHO0IhqwtRKuTXHnfQYpEItUB1SodqDMa4QV8qOXDxnwm2TQCL67upnvI0JUmr4RCL1ULMuigky4sCiURPFbI8g8d9Jq4qmvRqJYyNwLBXvs2TpYfzrpk4+886TUL7H9HmH8/nrbmHq1Cl8/+pP8ovvXwnAyPAAAHYmT1NHntJoP55bIt8yGV/VAF41jh2r5AvNUFGilceOzWsZHfUC0rNSsXdCaZ1YBrAdSbnooZSOt5uAI2hjUS66eG6glRGBgKB/TVl1oPQAeaeXopqEH7ZTfiXk0pbbgSML9JemUSw3VMuXKx16LlRNMmk0+Zl8jwMxKSU9PT1s3ryZJUuWHNC+TzgTTJh39WS3p8BGytavX8/UqVMTNVAmahqBrwNgYRE86UgR3ph0JQyCJgYcthRkZVCrRApFxpH09Eyn3NXJ/StWcNmH38HhRxzFs55+JK9/3WuZ0dXK4NAwDbkstjBu7KmbX+/AEGc//wUsWbKEBx9cRWtbKzOmT0dKyX333s1zz34hn/vMZ1i07Gg2rFvJBS9/OQ+u28TS+bOR+FhxmEAnJv6xq5HWAB2R9gQS33dZvXk7s6d209hg1ElIS4Gb3A4DEFQyXyoZIgGJEoMjYMif1wnxAAihqo5h6pIEjWRNXkcAOip9V/qIvl8jjJXmd8TnODHORk3V1MizQSWM1NnaWuXViLZX9q/vzjXPObJaBdrqhXUSgMK49ml+hrm/EDpRmNAE6AKNV6NeiiaS/R4nxCM0Zc9i4SFH87mrf0PRlTi2jrNWfM/l+m9cCsBV19/GnEXLk/tLh6G9qwCLhuZJ1SqhdcCOrwKvRtYJPBxd0+bFkuNpiwCFFCIW7bJtGYdRgnEY358KvBrSkuiSi+3YlAvlRJ+WYzOip9Nib6DgdwRZKa7GshQNch/D7iRG3G5c3w5VR3WCAxJkudQGD2mQIYWMQzUR4BivBH1kPT093HrrrYyOjh7UvfYpe+LZU2DDsGKxyK5du5g9e/aE2t+yagAQWEIz4maxpaLkW6HaYSW7JKptYlp04/RU8BU4wovb2MJjw5aNvPNNF3LZJz7J/J5J5LIZpjTaFEslNm3dxiHz56Adu3IjN56sAUb9wF155bd+CcDmtfezZ89O/NE+rvi/r9Pc3BTvO3/x4bzhjW/hS1/5Kl+58vMACKnjeiJjZRTUsspYjMlea9Zt3U1TQ67ao2HyOoSoCS4qfVdPaFDJJom9C4IqD0y0nOCdCMODYYR/KoXeDGAVhmQiYBL0Rww84mOJEHgYHg/TO0MNoDGWXHmp7FLyfMq+wlea7vYWBoZH6RsaQemAOHnP6o2ccuwy+ocKQYxfWnR3tCGkxXChhGPb2I6DbVvBU3AMLsK3WiGCccMuKc9W9Ks3yaZxuCTZBqjr2VA6CMdE2hp+HX2NyDsS7BtsM/tzLBVXYG3M+jH4tyxFueRx9Amn88b3XcmU6fPA2A/AyTbS3nMY+7fdj7AcMg1tNTNOIhASZaRIoSm4wbnu37WRQ447n4YGh1LJQ0oRFFrTxgQvA4AhpEWp6MUprfH1izwLQoAEVVb4nor5HKYH1nIs3LKLdnL0lRehPFDapUHuoymzl4LbAmjKbvBbk5aF8pMekrFMK4W0rTg8ExVrg0rIZqJm2zaHHHIIjuOM3/gJbeLxXIjtUbWnwIZhO3bsYPLkyXGMczyLyKAQiHJ5SuIrCVLFpNDg6SV8aqOaJBM83Vk4wgvfXdasWc3rX3shH/7QBzj1tDNocPvYu6+XrXv2g1ZM7urAcQz57Ui/wihq1tnextDQEJbwUWSYu2gZ8xcfGgqJqcqTWuiyfv45L+GLX/gc/7j5Vk467miUsJD4wYhD4t9EzAQ/wVgC0LFzzz6kFMyYMrlKT8S4GFXL9YSl0uCi0qZ6uRboSI5ZJjwd0b5pL0d8PEMB1QRGOgw/xX3IiJBbyWapbKtUukXIeNLY3TfEaNmlWHZpyDrMmjaZrfv3U/R8HNsiY9vBd2NZZLM5RBj3R0hsJ0tDgw6LfWlA4vqKPft7KXs+nucxqauTqZM62bxtB45j05DNkG/I0RCS9WqFgJLekfperXQmSvgvqPJsxKRfQcKzEbcVOvAEalkJEdbJQonMwKiJ9iZQtiJMiyCfz3HZl2402leAStSPk22ifeoShF0d7otMikAdFIiBTdbRDAwLlh13Fv/57ZXs27mejqlHMHX20dhhxolWOs4wUX4yjBJVWlU6+PVrVSmkJoSIs0nckhsAx7RnUAVgutnZSsl1yFpD7C/MxlM5lDIlzf2YNKpTZefrET/T2S2mOmn0+azX3M9vrzms7jWLrK2tjcHBQYQQ49adeqKaAGrVm/lvtCfnN3yQNjw8zPz58yfU9l8PRvUIJK4K/oC+FnHJal8LHGMCi9Jiq0tSixhw3Hf3LXzxs59gy+ZNvO+db+VFz38ejtcPQjC1q51CIce6LTsolgexLZvO9taa6WOedLDw6ezsZPum1UyZvSw+vpkZIFF4Okgfbe3o5sovfZ33vfe9vP+97+bFz39e+GQftJyIhyMt3BSBDu37dHd1BFkvIppsxqp+WgmRCCN0ARhZIEbKa3QsqieYoJ/aoKNmiqfhZanaLySBJjxJZhaLcTzTswJGOCScXD1f0Ts0wnChyFCxzKT2Via3t1DwFblclvbWZhpyAQCY19OdBFFAU0OOxnw+Hq8UgsaGHI0NBhEYgS0kC2bPjM85IjI2NTVRLJXpHRxheLTIrKnd7NyzD6EVjfkGmvINNbOEKucoYnBRzTdJkjzNTBSBjj+bmSiJ7Wb4RFWWzRBLdH7xMSNyZg1vR9orkjZz37Q5DW1orRnYvZamjllIOxOPwcyEibwaUX2V5kbNkSe9mvUr/s2ffvg+euY9jRe95bdB6q0l8QnARCTQFYVRPKOgmlaactGN019VWPPELQUAIa7aGn23nkLaEtQozc4OBIqsHKG3MDssZpf0YPh+6B2pUXZe+T5CyFgYDEDaFp7rBVof4bZoHInrOQEvSWRbtmyhvb2dnp5HrLL5U/Y4sacgl2HLli07qPhhdPOzhI6zUWTiiSoQ7bJiJcJQnlz68eef/fQHvOPNr+Ol57+KW//xZ857yblVx2loaGDJgnnMnj6Vff0DrFy/mZFiELNV4U3fk8HNsFwu09CQ569//HVC28AP9UA0Ii55D4Hi6TNPOYM3vfVdfPu71/Of2+8ysjRqTypQDTDS2/b3D7Bh2w5sywokyONtYy+b2S1mNkgtRdL08dPcgHh96gnDzLqoUs40Qy/SSmRzmKJY5ljizBIjvKDCbBalFP3Do2zavZ/hQgkXwcBoiYaGHPOmTWJye1DddtbkTqZ0tNLa2IDtZPGlgy+dyjHDonFBlktQVE0JiymTOhPZJ2ZKcAwMEHFBuY72NqZN6WburBnMmDYFJSQN+QZcDdv39vLgxi0AjBaKlMrlSt/1MlVMLkaoHhqtj8FBCAIkSeCayGgJPRtR5ompKppulzYTLNSSDa+EPEQC8NeytBiftGz6dq5Aq2Q41AyjANiWjtdNmjyNC9/7XXyvTLahhVxOVnkOfF/FBFHPDfQ0fF8F9VBCgOGWPHwvIHn6nh9mrvhx6mnlBU3WDjoy6yi5efaPzsCSPlkrKNKnfB+tVSB77nqVUE64XuugeFsgea7j92ib7djYjo20rFDtVCae2k1V04mqivb09LB9+/YJE/KfcCZ4PBdie1TtKbAR2gMPPEChUJhQ27+vGK0iqAk0Uigc6cc3RUdGcuPJP5JICX398Lqvc/WXPsd3f/AzznrBuVhOABhsFQAJoRV7e/vY19ePZUny+UYWzp3N5EmdCCHwPI9yuSJ/roXk13/5D/nGRk5+3quCdVrgq0BC3dNWGAu38LWkrJwwBVFy+JFPw3EcXv+GN/LAgw8aaZXJNEuoDTTMCX1oZJStu/YybXJ3uK1GyqxBIDXBTa3+Ek+o6XRVaoCJOqAj8V2kXdBpwJEebypNNQ06zPRZFda5GBwtcOe6rWzvHcJyMtiZDFnHZn7PJKa0t9CYy4JVARFK2omqtBOxY5cdGKvfDGlEnqLW5iamT53MonmzWTxvLkpa9I8WWbl+Mw+u3cDOPfviScEEM5ACDLFnQ6U8ADpx7FpKoREQECFwT2Si1PkuTb5GrXBLoI0hEiAj4likvRqmtoYJJBo7ZmM7OQZ2r0bryliiecDMTszYQei0sxVyjZ28+gM/Ye09v2H31hU4GSsGF+lS7xG4sCxp1ENReK6H53r4no/v+rFyqAkyHKuIVuD5DntH5zPiTkJri4HSVFDl+FieATLilNhQYVQIiZQiTJENUl+V5+OVPYSQlAulIGzi+0gpsexofzvgb9gSt1RGeT7Km1g9r0g0cWBgYELtn3gW8r4e6utJYE+Os3iINjg4yPDwMLlcbvzGVG5cEeCQopLjn7M8bKlodMoBwa24B+2NxiAkkjOPbp7rV97D17/8eX54/fdYNGcaLfQH242bd1lpduzZR2NDQ5h6qRBC0NHWSkMuy3ChyKp1G9i2txelFK7IsH7dWk44+XlMmhpUW1QEoRxP2SgtKakMWgtc5cTuaV9L5i5YzLU/uJF3v/cDvOeDH2Ww6BnS1pUndjPNNr4uxqTvKc2GrTuYM30aDblszVh/LT5Got6JWSa+BrhI9DXB9Mxa3o3a+6TbVUu0J+rChEBMaRgaLbBh137uXruFwaJLU0OOw+fPYunsafR0tZFx7Fg+PV0UzjQlnTjzRodejei78KVT8ZoIiz/dfFdCglyF+h6Rxyvt9ag6lilhjoiF4qZM6mTZkgXM6Jkagi/Jvr4B9vX24fl+TeBZqYsSHC9iXkQetgjmmLyKtFR51D6tvaG0cax4n/AciOqnGOc1Rtgk2icdPon+3zLxdQtauheRbeyMxxxZJN6b/ikpDZ1tkG+dxZRZy2ifvDQoGZ8igQL4IW/DLXt4rp9oo3UQPonSV6Py8ACOHKEju44mZxdCQkF1oUUmHnPRzTPqtiNU0RhXkmOReKX+H7W2S8uK5dMt20roEZkekpPOvbn64qdMCMGhhx5Kc/PES9Y/4czQGDro15PAngIbBMTQadOmTUg+9+8rRqueuqBy84lulo7l8suffIeTjp7LN7/2+ThkYtrgQD/vf+f/8qGPfYqZMwJQEMXGfRFMLAWniZ17e2lp6yCbz1cJTCkhaW1pZtH8OZSKJVatWYfWPq0tzaxdeQ+2Ho3rSvg6YEq4yopv/BHT31UOvrbwQm/HOS97DTNnz+Xab18XV3INxpRMrYS0dyEgrFmWxZJ5s2hpaqwd009liET9VM6rRgG3A5D4HsvG07BIh3XMz1Fhtkq4JwAhvg5IfEOjRTbs3E/GcThk7gxaGgPug2NXCtfVEvGqFSY5EBuZoFcuPq84LFIBSonthucDIWlqzDO5exIAjmMzMDzKilVr2bp9R8UrYPwGgJqeDZMoGpCmq0FGZHE9FGOfJAAwQjHC9IpUe0sqy+Nfm8irUZXuKiUNLZMpj/ZSGumNwY+KvSEVD4dtaZQSKCUYGRokm2uhpSUAAU7GYteW27n5N5fwm2tezqaVNxFVe5Xh/yfyIPieb3g+/ARQaLD30ZrZwqjXRX95NpZR6yfqLxDdculu3ogwMuKifiwryC5xshmkbWFlAi+Fk62oe2qlQ6+GpFwsIWWF0ByBDjuUSM/kckHo5QBqp+Tzefr7+ymVSuM3fsqesPZfDzZ0OElMtIy8aVGYxJYeQuj4c94usmXjOr58xcV8+rOf5wfXfYNb/npjfLN1w3DGVz5/GZs2rqOrUQRkQ63Z09vP5r3D3HzbHfz+ltX0jwZhv8ndXcaEZOFJJ8GlsHONzJk5ndnzFyCl5LTnnIktNRdd8Hz279oAVBQYfW3hKqsCOhLu5dC1jsV5L38N1//wR2zf3YsnMwniYULLIQUetu7aQ9/AIE6mwuI3n67jdROI/0Mlo8Xc50DLro8VTqmn8Gl6cyIPQnp72XXZtnsf963dxMBogabGPIfOm8m0rnYymUwcpkhP5qYnIb0tcYzIeyGtqn3M30NlTDL2ZiSq/Bqf64Et02tSa1u0b3NzC3NnzWDJwvk0NjUhhGBvbx+Dg4NhRk5UDr7iAYt+e6ZXIk2Ujo9lKIVCkvcRpb2mwX3gWUjyQCogoDbCqPZoVMYSgZqaHGJpM7B7NZ5bittFJFHTw5FxNMNDA+xY8xv6922hb+9WbClwC738/toLKAzvpX3STH57zUu58f+9gHLRxfeD1NZYWEvrgPQZjVH5NFq7kLpEodxKb2kJZdWJZdlh0bUAcFhhpotlWyjtUPJbaM70xuBCiopYmEnwlKJSUTZ+hd4Ky7ISmXqRtyMO8RhgKFK+PPmlt9a89mnbv38/O3bsmFDbJ5w9VYgNeCobBYClS5dOqN3fV1TL60YuYPOGtmvXTl73ihfywQ99mHNedC67d+3i73/7C0876fmxS9gH/ufVb+JnP7qOI448in29fbzvAx/i1ltvIZtrYPmRR7N3Xy/btmzg/Atewxve+m6QI2T8IkW7EZRi/ZYd9Pb2svzww4huAVG9gYZ8A29729u45Zabuejlz+OLX/secxctZ9TLhOEcAeENOkrJTbu5lx97Imc+7xze9c63M3fefA5dspBTn30K0yZ1RNF+ZEo1tLd/gIGhYaZOnhSuq5XJUK0SWkuEylyf1tWIjjfRomFm32Y2idlXreNEmSXpz0Iryq7LivVb6GxrYfHsmTRk7Xi2MWuyRFYPVAT9VvNVDsQOVK+gZvqoERpIAw5pKIxG+9qZLO2ZLJogzr9z1y70rt1MmTqV5uZWBAoV3mLiTKiUUJdpY20zORKmxyERStHJfc22Qui4WBvUzjyZqGUaWmlsn87ArpW0Tz88FLWqAI7gXIL+9257gD/+9IuccPqr+b93zWPWohMZGdzLkSe/lqefdTGDvVvZvflOdm+9k4G9D9A66dDQq5GUC1faJ2cN0JTbSdnLh2RfB6WDlFlgzLTVodIkuvLrGSp11C0CGMmZZxqyuKUymYYspdFCeP0ko4PD5FuaKBdKZBqycVjHsi08NxAZ81yPTEOWcuHAvBQ9PT3ce++9zJo164DKRDzuLQw9PmX/5WBDa80dd9zBsmXLyGbr59KbFt2QI2VQU6wrSHd1+fQl7+fF55zDuee+BFsXaW9p4KY/PUBOlhjx81hC8+C9N/Phd/8v73jHO7Ach5e+5OU845nP4vKrvk8m41DwsmhV5N7//IaPffh9vOGt76akcpS8Eh//2MX8/W9/w1ca0Lz1LW/hgpe9FFfmEGh8bdPZ0U5zazut7V10dE3ljReey2e+/D2WHPHMkGuiEyS99DsE5/eaN7yLL11xKT0907n1jrv43BVXMLl7Eh/+0Ac55cSnJxJYS6UiW3fsZsGcmdiWofyZ0qwwdTii7eb1HY/UOZYl+jKATE01zKqU2GTKqpliG6W9up7H7n37saTFtO5Oli2cE5D1dFD5FBGED+JjmDd2s8DdBBRETZ5KZb9qAiTAaSc9Iwg7jMVPMcIdta6HCYZkSr48IUqW6lMLSXtbG62tgW5CqVSiuRkKxRKZbEBwM3kX6e83DTK0rlzB9H4xadMIvwT7BARRP+6LMB21QhA1wYAp/hVZtF0IHUuUp/U7Isu3TUf5Hsr3sOxMVR8y7GPhYcfz6e+uZ9K0uTz7nLfyy+9+hpNe8DaWHX8uGQe2MoMLPvA3vvGhZZRG+/G9ip6Gr3SY9upjW5oGez8D5RmUvcaAkFmDX1EpO+9jORa+62PZFr6Xoa84s4qLFH/fIeFUhemw6XocaQDje36cFhvtE6XSAjHnZ6LW2NhIPp9n//79TJo06YD2fdzbkySb5KHafzXY2L9/P1LKCQMNqNzkIrEuX4cTUniTuu22W9i4YR1f/spXCGqCaH78k5/xlne+D9/32bDmfn7x0+v5/Y0/4aOfvJKzn3MCl176MQ47/Aje/8GLGfByhFwxevfupqzzdE+dTqRP8KX/+zI7duzkS9fcwJy5c/n9r37CX//0O15y/qvYs3M7U6Z08dWvf53bb/knLz3/FZx++hk89/kv4jc33sC29SuYv2AxTr4LgajikZjuaghu0M1NjXz40s/E6Yq+W+Ccs89k2859eDKD0Cqsp6Kw7QxzZ/aQD6XIJ+J5MD0aaX2MCX0fxuRblVlSRQatBj212qVTarUI3Nm79+5j975eOlpb6O5sBcKnQSGJ6sfE0uiRmz9RV6Y+wDD5KAcCtqKxPrBqDYcsWVwTRNTqs1aWj3n9016YCHyMlQItBLS0tQVgQSm2bN6EtDNMndZDrqERRCpcUgUYkuRVs+ha2tKgpbqvSpvgfxruVwc8xP2mQEotC3gsgqauuSjfpTjaT6ahLRxzpX9LBrobM2bPoViGWQuWc9GHfxi2CxrNmJ5jy5Yix531bm7+zQc4/VU3YGc6grokukyjvRMtNUPuTAbKC1BaxQ/KKgxtTLT6atlvJGf3U/LyaAxgGYZGpJRIKfFcl0wuS7lYIptviPkagefCRdoWqlyRSa/lUbGzGbxS0ObU8+/gTz84etzxLV269L9AUfS/1/6rwcauXbuYNm3ahNqaIZT0pBi7ePG47uovcuGFF+I4Dhkd7DN//nze8LpXkclkmTxlKs8+9TR+8bu/MbmrjZ07NvOrX93I7//8T/rdYAJzlYXvuQz17WbTxg0sWrocjaC/dx8//MH3+N0f/0KmbS4aTSbfRrFU4jvXXcflH/8Ihx5+FKXiKBdc9F6u/MKnWLV2K29881spuz6Zhjz7dm9BWrvp6lmIcBwElSq1ED0BVkq7+0gsgzMxUiize/cuzjrr9LBNeC339dLe0kRTUxOYgCUGAxUvQtS3CTDqeTRMhdBaoZS0pcMhQicBRS2hLvM7NQuyqVABtFgqkctmsRyHxfPnkM1kwvMIAEQStKSKtxmTtgmGJkJ2NSXBzbEmziO8blu2beeQJYurwEA974bpsTG3RceTuvZ5JENPydBXAvhJm/kLl9Db28umDeuZOn0WzS3tleMYUuVx+E7oZOVR0xNWI4wS8DKC9pbQAdm5Rkq6RmDJam+F6d0w1UPTYZixAIrvFhnc+SDtM47EcnKJ/pUxloyjKbuCxgYIRDsFpXLQqa8Uhxz3Clbf+Xs2r/wNi46+EMvdTYO9k4LXzqg/ZVyhLOVViqZFlViVVinvhk8+O4JjlRgqdRnflfG9iUpGSpS+amfssF0yXKOVqnhChMTK2Ik6KULICYGg+BplMuzevZuWlhYaGhomvN/j3p4KowD/5QTRbDY7YZfdeCJAAHfc/A927dzGi15yPiab/3Of+xx/uukmbrnzfv74l3/yvg99jMldbfja4rvf/wFnPf9cWls7ktOUEEyZPod77/oPTz92OQLN97/9dU5+9nOQrfNRWjLiZlm/djVz5i7iumu/yTkvPo8H7r2TN7/9/Tzz9Jfx+at/wfXf/ipbduznNW94B1/49McQ0qG1rR0pbUqFAr7n4YU3+DhDJSSwVoZSudn/6hc/4/gTn0lLS0swmaMZHB5h7/5epB08lVQTPE3wUZubUfe61wkh1G4r6i7X2jed8ZL4LC1K5TLrNm9l3ZYd+Bq6OtrJZjIxcdM8lyoCaI3S9CbZs2rsVIikY5E4a+0z1jjG3rci0qVIe3dk/ErsZ2SwRP0E64XhnQgBj5B0dHYxf9FSGpuaGR0dpa+vF7SKM1HShFFhgAYT1Juk0EjnKAIopjchbp/6ulWaQBpuj8T3zJBKmlBqCoSlf7dOrpnG9h6G9q7BFKaK+5fJbJWIQCoEZDMC34cZ0/P4vmbqnMPZfP+1uOVhPN+hv7yAEb8HjRWTRKPQSfQei3CZFWBD4matFNvhchdN2V4EPtIKZO+10gmeRBROMTNShJAoz0/obwTqpaE+h13tYZG2FRNFJyryNTg4yO7duyfU9gljT6W+Av/FYENrzYIFCyakyf+3BwrhPvW/dEv4/PqG7/PyCy4gk82SpYgWEl/a9Pb18fu//JsvfP4KLv7oZdz0578z6Dayfv1GfvyjH3Deq95KX7kFP5I9913ccoFcYzv33vFvjjzmadx/9+384uc/5a1vfxdAHJ/fsWM7QwWP0cIor3vvVVz09stY/LRAfbS5ax6HLD+BH13/PXSmi7e99xLe/aYLaG5pJWtrRod72bzuXvr276HsS3wt8JQ0UmUjGfbgZ+J6Ptdd8w3e8L8XobXAVi6+77Nl2w5m9ExLpt6NASbSk1Wtm3jUrrI88T+c2Z9K9WFml0QWaVJE7X1pMzQ8wqp1m8jnG1k8fw5SiniCNvszQUewf/Xn8bJRap17OqvEBCH19qmMK9kuepngopYpZFWWiDmWxLlH/abTmEl5VhBYthNmQUDfvl1s2bQuFqFL62skBL1IbgPDA6Ury0JQlUJbS6q8qq8U4DDXmaJeY5nSkGubgfZ9vNJIfGzzZcngvEINLCwJvg9KBXVVlAa8YUa2/oLZM7rYvOJn6EwXPrma6fgR0EiDCTMtNpr4TTlzy7bwVJayaqYxNxhwLmSglRG1iUS/PNcLVEojD2CYkRJfpxDQWBkbK2PH6qJQSaedaI0p07q7u9mzZw9PWkXR/2L7rwUbDzzwAP39/RNqG938otTVyMybkRCavt69TJk6rSrF781veQsr7r+X7snTmDJ9Hld9/lOceeJiLnjp83jDey6na+q8uH1Z2Qzs38lw3y5WP3gPHR0dTJk6nR/+4Lu88tUX0dB9KFoLSn7gRRgcHOYfN/2CM855DU6ulf953XuQlh17K057/gXc/p+b+MCbX4KVbcOys6xbuwopFG1d05ky6xBGh/axe9uawKsRqotGgMM8l9tvvZn2tjYOO6xSQrpULtPW1kZzSxACqsUFqJeuOpGn92j/Mbebsfta+hw1Jt3IfEOpUwlJ2XUplcpk843MnzeXyZO7kTKpQ1ELHKW1Kmq1MQFGmlsRAZ7oNR5/JS3SdfRRRyU+j+c5MoGF0hXdkHi7toL1dYBHYixpj0aN89dakG1oZPa8JTTkG9m6eX3sbYjCKlXAIAECxr4ekXporTAKJDl6tfoyAUda1Cut25HYTwRP/W3Tj8DONoWkyWCbJc0+ky8nTFxqyApUeYApTetpnnw0K9dsR1hNyXOIQoPGSSidDJukLZIzT5uQgoHSNEbdzsCzEYVGohpEvh+HRoCgHovxitRMI6ATpcNG4MMcn6rDHxrLWlpa8H1/wmrOj3uLxFeeSn397+RslMtlBgYGJpzyaj59+Uqmnn4CoqjneTx4350cffRViX337N3H2jVr+Pp3foVjSfYUWjn3FW9hy5atlIb3sWDpUfhah2XpBUr5DPbuZvrcQ/jNr37GCc88hUJhlL/c9Hve8/6PBmMRoFRAyLvj339geKifw45+dlAITgukrKT5nXjKCzjxlBdwz6038dXPvp/pM2ezc/sWFi9dhhCahoYGGmYtCd2xmt7d62ntnEomm8Ox3KCAGwofyc3//jsnnXwKGomjS5TKLg25HPmpEGkcFgABAABJREFUlfhq5D6H2vyMdBE0k0NRa3ksHY4qkqABLhIcDJLZL5VibiqxX9/AINu2b2fKlKl0dTRgW1bifGpmuhB8H+b56HSbGqAqQQitEfqoV/elXn9pqwJ2WphUmtr7xNLxUfpzRfkzsthzEOmexCTOpDppAnSYAEBadHVPp60rmHX37NpB+6SpSOlUuBIQq/Oa37FZjC0gfSbP0RKqKhvF7COdCmtmqJhy5Wb6bLoPSD5kVOZXQWlkH8WBnbRMPdTIsAk8GLYVkEVtCzwffKUpD+1AWFmE04HdeQznvOl4+j/7Wmw7UPu0HRs38gBNsLhZ5NGwHRu3VClhIMOCb5ZlobUk7wwhhKLotYbjDNK1nWwG3/PJWBal0QK2Y8dprCaY8JTCdpw4Ddas06I8hRQykZ0C8JxX3M0fv7t8zPELITj66KOfXETRJ0kY5KHakwMyHaDt3buXjo6OCbn5ohAKEIYYAtVNX1duprb0WL/6ASZ3d9PW3k5WBjcLlwz33HMPi5YejrRsdo+2ojUUPYfuaXOZu+TouJ+oz6GB/WQbmii7il/++Bqe+/xzufuOW1m85BCsllkAFLzgj1hwbVw3uBHMXXxUYtzR7zuaAJYf92yKhRFyDY1s27o1rgIrhUJKyGUklvSxnQw7Nt7Pvl1bwpuF4q5b/sInPvJObvjp9Tzv+S/ExsVTmnUbNjA8knwCSWSzRESzlIch2JZ8T06+1UCj4pWoPQnHaaI1nqzTT/uVei+VUMPO3XvYvmsPs+fMpaujvarPqif1tCejjuemlohZPQBV6xzrWSWMERzj9jvvSoQ1xgr5RaqoVcXnUv0rrLhMfLw+JQBX6a/6u0p8P6k2QlpowPc9Nq9bQbFYCNsFr3ToJOZ0UFHtjNZDJZRSK0xiHrci1pUEE2mL+rGMy1PLS2JigEy+A98vUxzalfBqROONXn6pj5Gdd6DLe8FqIJsRrL3/n5RKLoXhvTjZdnzXS3gY0gJcUSglTQqNltNF2pLnJgBJc2ZP5RqZfJM6nI96Yl9uqRzWRFFxyfqa13SCZFHLstiyZcuTJ5Qi5EN/PQnsyXEWB2hSygkrhkZPOmZ6XrC+QohTWrLivjuxHKeyXgQ329//7recdOpZiT6VErVv2lqQb+mia9o8vvjJd3P8M05hySHLWLduDXPnLwQqN8GIOU94I21obMUOb3BB/5XjBTdlyelnn8dAfx9rVt6PJXwskZxqHEvQMWkaM+YtY92K27jhx9fx5ledzacv+xBz5s7nhht+ydy584Agk6exqZkmQ448UTPFmNgT11OYipZp8mH9iTjdR60CbGkwYG5P1Fsxll0/UG5tbGlj4fx5NObz9YurUSM8IFJP9DVBx/gAY6xtaWnx8UIkcR9pddhxwEX9sVQDkyhsokgW5qv6rgyhuOhzTMYUNpN75tA5qYdtG1biuiUklZtS9L+LlqNjpEMiUWgi8inVVQzV9dNZK/sm+46yUcaySvE2SUv3Ikb2b0R5ZWQ4jpirIXy01pSHd+I0zybbeThK5Nm2cQVXX3IqX7v4WezafBvtU47EyToog29xoGaGWaDaM+LSBAgcOZw4hrSCFFetNLmmPFor7IxdxdmIQIbv+QHQ8H3KxWJNWfWIz2FZFs+76MFxxy6EYNeuXQwNDR3UuT9lj0/7rwujaK0PSJpcEdQ3CGLCyRtP9FlpyZaNqznjrBcSFaDytaRcLvPXv/6FN7/vcnaPtCAFlH2JJEg3jfb3tQAtKBdHwC+zd89ubvnnH7nxT7dhCZ+b//V3TjnrfABGygFDvOQHd7B3Xfot5iw+Jh4P5kQYu5+DbcuPO5V//uW37Nu9IyEJ7Ug/nhQsofnMJ97LP/78a/p69/GBD32E4084gVkzptGUzwMupbJLX/8AixctxNSuiMIVmkoIQQkLqX2UdBI8BUEIEoy02sTG1DkQtYfE5BWnZNbwqETb0yGVaHlkdJTNmzczc8YMmpqaqsIywUSfTm2lplZHelxB+/GBU61zm4jVBlhJ8PpIWC2wUgXA0qETo00ADpJ9NLd309AU8IkKI4Pk8s1IIRgr4m+GUcywYZTCaiqGTiSMktwXzBTYoH0llTVdVt40O9tEy+QlIOy4jVIeo71bcEf309JzNPmuIHxbdiGXBSXbAJg699k869z/h6Ydz62upRQTPlPiXRGoUFpVCX2ZICMNPkbdDnLOKJ7bQpTEnmijVVWdkwRJVAShGWlbKKUDEnWoehpkpyiElIGqaC7QMooqxY5lQoiYKNrS0jJu+8e1RZyNp+y/z7Oxbds2Nm3aNKG2f76/UinRU8mnukibIkrVW3ToMTzwwP24ysHDRiPo6+3Fth26Jk0GKjcpRZD14WuBryRKBe8D+7ZTKIxw5eXv4uWvfTtWQwfXfOub7NyxnZNOOxspFJ5KPtkef+q5TOmZRc7x45u5lBW1RRGCJMdSdHRNZmioj77evbhKVD05RmGVXds30te7j0su+yQXvvq1TJ3cxebNm2PXZiaTSWTypCe+Pb0D7NnfS0E24UubsswlntAhGcqo5aGo5UEwj5FeTtcBqbXdXB4YGGTjps1M65lBY3NLoo/oeOmxmmNJ1olJhUtIZ2jU8RikPDT1tiW8HHXAyPQZM2quHy9cEo1vLKvpsRjDI1PvsxkKMdcJNJadRWtN374d7NyyGk/5lX3M8EsqjBL3kRpKel2tEEjaKjoblXW12pvE0bRpDU5DO25pkHJxBLfQS//W20GVaZ6yLOFFcD2N62lmzOxhwfIXksk1YGcn4WTDrI5wYhYiGdIwQyNRnZPoFY+jTijFBBOjXgfD7pR4u5N1sJ1AKyOXDzRD8i2NcYpr4hqEpFA7Y8dl6SM1Ua0VvusGy0oFXg3bSmS9jGfd3d3s3bv3yRFKeSr1FfgvBBt79uyhtbV1Qm0jIKBUjcnP8HJorRno38/WLZtQBBVUAe6483ZmzZkfthGUPSu+mfk66FdpcH2J65YZHuznvvsfZLB/P2ef/w6u+doV/PD713DZl3+NzLbExzXfLaFT3pbKU6UUwVNf8HvVTJsxl959u5FS0rt7I7b0Yrn16AwBPv3Fb2DbNued9zKkgI62NhYvXEhLSwtDQ0Ns274d27ZrTjauyPDKCy/kmKefyKL5s1izuRcfOxU+SaZxAjUn+fS7aeljV2V3GMDBFxUHXrQ8NFpg9py5tLa2xGOK+k2HUBJ9JkIm6TBQbe7CRCwdMkmcG8kbbi2NiyVLDplwyORgrSYIrLOc3g+SoRBTHbSyXTB1xkKEZbN948pE/N9snwijGNdmrFTWuueUmstqtY+OJ2uEZ9KezshKw3sZ2rMKYWVonnwIzd2LsZ0sUQqs1pDLBjobvg9HnvIe7v7rl/BcN645EvQZVG9NgwZpBYJZ0k6+W46VKMgWj9PgdkSgRdoWWXuIprBAm9k20vUQKQATCX35rheLfEkrqBYrbYtMLkesvRH26WQzWI6F5QR6Iee8ZW31RU5ZPp/n6KOPPugw0lP2+LP/KrAxOjpKqVSira1twvvE7t/EDSxwt9pScce//8T5py/me//vi5x2+hlINI500QjuumclJzzzNHYPNxsgIYqjVwCHrwUjA/twGrvYsmE1cxYfy1Wf+SA3/e6XfOHavzJpykzKnsXekUZ8LSi6QUpixgrEkbKWnwALygiPSDQ52wueHi2LjJNl7oKlbF67AiuS2EbHXo6MdLn95n+weMnSIK2N4IZvWRYtLS1s376dkeFhVq9eTX9/f1B3AsEf//QXXvP6N7Fp0yb6ent587suZtaceXz6ExdTUllcMng4VU/r5jVOXPcaQGMi3oEolBNZhZwq8ZHs3r2bkWKJadOmkc/nY+2JqE1lv+QYqzgcY4CKsSS9058nxNkwwE29TJS//fUvNdfXG+OB2HiejVo8jXrrFcn6KCbJE0BLSXfPPJpbO6DGcU0PhRmaibeLaqKoOZaqsvFjXJJa3I/xPCS+V2Jw90qKw/tQXhG/PIqTa0k8JGiDOxLpbBz7jOORloPy9wJgR1VbrRTwFCIxAVuWxHas+F0aoMQEJyax08k6wSvjIJ1Gmpy9idpsFUBjJfoxwykRoJGWhe04CV0NaVtIO1ifacjGFWhriYyNZb7vPzkEvp4iiAL/ZZwN13WZOXPmhNDyH++taP9HTzRZyw2kxMsj/P1Pv2bK5G6+841P8+rXvw3bdrAp40g3viHdc+d/eOu7L4n7UboigSzDm58PeL4g19qDzGtu+dsvWXnvvznkyJP4xNf/Sr61FV+r2IORfhKLvBcRgIluZL5XZvPmNcxfuCQMjwAoLMdBCoUfEV/DW7bruqxeuYI//e4GfvXzH/ONq/8fItR4jG7U+/btI5fLMXfObIaGR9i+Ywdl12VSdzdOJsNf//pnNm3awCmnv5BXv/7tvPi8V3HaCUsQ3hBknARwq/Af/Creh2k6NTklttX4E9bKVtFhWt+OnTsZGRmlo7OzJomz7rIxpHRxNoRMpcGa2ScVjsdYYzbXTwQQmOcVmeuWw231b0zpazuR403EczHW8UxAYvI1BDoWjauu8ipp7exBa82uLavomDwLJ5Ov6jcBWlIF2SbC24DK/8lMfQ3ek+cqRQAMoPb+WoPyPfq33UWmeSodMxfhlYYY7dtCtqk7/u9KWUmBLZWhsUEwPBp00jFlMb077mPy7IBTFk3u0f0qXdxMyEqYxQyPWA6Ui2WcjINbdhNcDycbeF0tS+JkHXzPRtuNNKgBCn57HLYQQpBvzjM6NEpzZxtD+/vjeifK87GMtFff9+N+TbPDdZGXxS0lvTYTsbVr19Ld3f0E9nA8ecIgD9WeHJBpgtba2sr06dMn1DaqozAyPMhfbryOV5y1iGcd2oQtPLZuXMXlH7iQt736LJpb2vjDr3/GV6/8FGtWrQCCG9uIl2Pd6gfpnn8CUmrKfujSV8FNp+wLyr6g6EpGRwbo6+3HVQ4nnn4Br3vPl7n0K3+gsbkNOyS/eUrGwkUQcDB8lfa4VEhzt//zd7z+3KO485bkE29jYzPtHZO4/757Wbfqfr7y+ct4zfnP5VnHLODSD74FgeZXv7yBI5YfiURh8g9KpcAjoBE0NTUxc8YMVq/bzEjB48bf/A7Hcdi4cSM/+M43KBQK3HbzP1l+1HE4URly4cVZOmmvRq1sj3pPzlDb41FrYozGvmvXLkZHRpk7dx6WnamZDWS2r7Vci7eRDn2kzyfRtlbYZSKcjTE8GhOxqms9xnU92L5NM8MlcbsUX8MEltH1V8b+EXDLN7ezY9NK3HJtkae0x7HqeMbwzGyUeiRaU0MnvV8cpkmETjTF4T2M9G5CWjbtM4+hsWNOMJk3tNEy9bBEP8E+yVdkT3v2eay+80fkm3P4vsJybFQU8jDrl4QS4GCEU6SIPRtSVrwfEZfDyTo0NDXQ0JiLX7ZtYdmSMpOxRCkkeEZpreFrHG9EIEkusB0n8HBYFpmGLNIO+BuWZVEaLaGVxi25+J6P7/mc9Zr76/YZWS6XI5vNMjg4OG7bx60JnhL1Cu2/xrPheR533333hOKAg4ODfO8bX+D6b1yaWP+sZ5/J7352Ldd+/TMAXHjRW3nXO97C2WedzmWXXcLpp5+O0kHYwR/dj7QkzU2NmI/GsTtXBTcvzxeM9G7HaQwKI53ygv8FwLIqBNTKcEX8BBeBCguRAB3Rk1thdIiGfBOf+uBr+MSV3+OYY45GaUlnZyfHP+tUfvTtr/CHG3/Cc844k7e/410sOOQYJrXY+Fg4oozQATAQWgdKksqje8YCMqKEp2127djO6y56LWtXr+RrV1/DwOAgF3/kEpo6prFhw3qUaGDh0iNZt+Y9bNu+nVk9U4iLvIlkgbQ4u6NGtkctoS/T0mGOSLAr3h4ep7W1nUmTJgeiRkjSglVp4SpTyE2F1Xtj8GGSE8OMmqS3pv7T23i8hvHMBH/muBvyTZiiXBPp5+GwqpAIyUyUKs+Dsd0cg3nFIlCiEbS0T0Zrzc5NDzJ9/hFIWSHrxoXSEh4OSAtzRccaq5Jr7ZLzQR/mfuaY3eIQw/vWo5RPU9c8hADLslOkRk3/9ntonnwo0nLwlcCSUPbAtsHzAu/GSEFzxAnn8ctr3kPfnjVIKygQGYGMuAia1uzY8FemzT0pDGOEoCMCF7aF5/nk8lncsheTMp1skM4ahWecTDDObD5DYURiZboQIyWcrMQPeRlu2SXTkKE4XKgCHLVKzkfrlarUafGN8vO2Y1Mulmp/AXWso6ODvr6+CfPsnrLHr/3XgI2+vj4ymcyE3HHTZ85haKAXgJPPOp+//vYHTJsxjy2bNnLLv95HqRRkqRxxzAlkszn++Oe/MzTQy4c/fDEg+MhHLyGXc3DLZVoyo5RVhuFScKkroZQgzdT3ghLVuc4lMajIZ4Jbb8YO/qjR/7qszBs32GElS0tW3MoCjRSCtQ/eTUNjMxe85q187D0X0tMznSOPfQa7dm5nwcIl/OJXvwn6iibdcKJyROCOjyZYHxvXdVm/djW7+0tsXLeCc897FXfdfTeNjU186oqvcPX/+xZnveA8PnP5B3jmSc/mordfQsaW9MyYzQtf+mqu/dY3ufijl2DjVTQJCPgmMgQRZhglClXUCz+Y7czPEMiPV4CMYNfOnQhh0T15KgKVCDNEy9H6eHtCTyA5sUdgSRMAplpP6tHnyOqGgQ4AYIxnJ5z4zAPqp1a4qt62euNPbzeBhTLCJRHAiEMVVLwcStd+ajOP19oxhYbG1gBoaBWkXKaBgdGXWSclCqMk+k4JeqVBRi0zgY3rK6S0cAv95Jonk22ekrivJMOdEjuTpziwjVz7HNJRhDgMozSZbCPPv/Cz/OKrZ3LKeV+nffLxSMdG+Sruvziyl7//5JWc+vKfMm3uCeHY0iApCKvIkMeR5n84mQqHAgJ+iKP3IZ0CJabEwKFS3VWTb2lidHA41BJScaE2r1TGzmZwy+UgXBIVdTT2BVBeku8xUZs5c2aiSNwTzTRJD+l/sz1xv8UDtL6+Pjo6OibU9v/9ci033FrkV3e4zF10JBA8WXi+pqGplWkz5pDJ5njPm17BF7/0dQAuvPBVFIpldu3ezTvf+Q4QNl3dU1i76n72jQRpZK4fhiPcILbsegK30E+moR0h7crNL+XqNd2/tX63vpHV4oc38QvfcgkvfNlF/Og7X+Nnv/wDr3/jW3Gkzyc/80WOOnRuvK854SaOiRU/ie7du5cN2/bx/ne+gRt//Xs+/vHLWHLMWWzbugXZOJVdO7axYMnhdE+Zyu9/eyMvPv0o9u3awOaNa1h+7LO4647bKfiZOCU4PrYWFSJmKgtFI6pqmkDFg2FmmATnkRQJU0j27t3HwMAgnZ2dVUDDVMaseAQq72Y2h0ZWgQ7zuLVCKOlzMa1WYbaJCnclqquGwloayb33BAqikVLnWOTTxFjHaGOaSUA2P6c9G+ntCc9G2gMSfafmuHR1XwCZbAOl4gjbN9yP71eyVNJE0YizUS+MEhwjGb5IXJcEH8PwvGhQSjHSt5XezbfieyXy7TNoaJ1axaVIl5dvaJtJYXAHyndjRdJIbiJS5W7MS5SGY579Ok49/5v86xfvwXOHufuvn+LOmz7C9Z+ezvWfns4NXw7uRy0ds+pO2tH6XD4TgA07ekmcjIXv68TLydhIp5HGTD/ZnBOLcEUhlKiybEwWDTNNoqyT+LjGshXyNPwwo8hzPbTWWCGpVFoWL3nnxtpfgmGO49DX14fn1VcmfXybeIogGtp/jWcDmDDYyDdVhGQWLTue/33f/zE6MsQRx55CR2cXa1bcwfRZC5kyuY2XnLqIG350Hbt37eALX7+e5pZ2XvXSM/nt7//IOS99FTf86Ntc8K4T4v6SKbOQbZpEJt+JThFA04BDCB27eq1Q28MkxZVLJfbt2cHU6XNBQi7fzPmvfje//sk1bN22nWee9GxOPvmkcBQqdeM3J0vLeEKU7Nq5nZ/97Gfc+KsbeNt7P8L8w07mdecexyFHPZuPfPpqLnnvRXRPnc7aB+/k/FdcxHe+9RUuvuyztE+Zh+jdS2tTH51dHfz8pz/mvJeei49FTlTi76bLXKDxhV0Vkog8H9G2yHthhhSi2h9CBN6Ywugwe/bsZd68BWGabn2Oh3n8tFUBEW0AMyOsolPeGDMsNDZ4qEcYnRgIiGzPnvqs/XT5eKhNFq1ltbwctdqkryUYIa5apNCUV6MWhyLRlxZksnly+WZ2b13DlFlLAl0HI4wSgQvzv2GOIyB5JoW8ank1ao3FK4/St2MF0m6gY/oRSDtb75KFx9KocDzSbiDfNgPleViZTF2gE9n0BScxa8kZ/Pyq5Xhu8F9papvJYSe+nZHBncw97KU0tU0Phb3C/6pOcitsJyj5nslFJM2wXehhUH4g2GVZEuUr7GwLDoKMKJGd1MRQf4HWrhYG9g2Sb25kdGgEJ5vBLZWrQE6UhTJWYTgIPC5R0bYDsR07dqC1ZtKkSQe031P2+LInB2SagC1cuJDGxsZx2914ZzK3f9GhT+OMc9/Mi171AeYvPZaOyXM5/tSXMHPB4TS3T+fSL/5/9s47TGpq//+vk2TK7mzvsLD03hEUARFRLICKvWLBa7/23rEr1957w4rYewUVG4pioQrSYWGX7WVKkvP7I5NMpmzBe+/3Kj8/z5NnJsnJycmZzDnv8/60Oei6QYeOnbnhygvw+bxkZGYTyCoiJzefYDDoqs+y0bC/SyNMuG4dHo/Aq0kUIfF7rMiimhoDFFbALcuS3XJ3hTSPFW7co5poquSik/bgHwf2RRURVCFRjTouPWMqA4cMo0f/XeIGbjMOXIgWv0sEt9x0PfM+/YhLrr6V3fabzgdvPkewuZEbLjqaHxd+x8nnXsfyxT/w4TuvcfCR09lp5ChOn34Ub78yi7yCErr1Hcnhx5/Nkw/eSuXWLUgpk/JtmFjup243VDeTIRFx2VnBmoxNF+NggwErU6mVYK57z954fb6kkNruz8RjLfVJ3L0TUrG7aVI3a+FmZ+LbntroM1Uq96R7u9gM+7lStd/eUgGNVM/aliQyG+563OdT9asFABUH0JkyBr5a802IU+0IiRCC/JJuKIqgpmJD6mtk6v1449DoMVz/xRbYjkiokVBzPYrqI7OgB7mlg9C86Umur20x5Wk5ZQjVZxlNRn8Sh+WIvtqZAQUpoUu3TDRvugM0ppz8MQf98xt6Dj2KIePOJzM3ZuRuShkHNBLjcmgexQEaAIZhsxVWmH4jCjqkhIgowqOGW86pElVnCMWKHBoOBpHSJNwcsmw1ogahiaHNY9fbbbJCl7fXDTYvL4+qqqp2lf1Tyt/MBvD/CdgoLy9n06ZN7S4fC9wWM7qMt0C3tqCukp6ZT25BMUN22pXe/QYT1L3UVFVSVJjLyuW/UtZrJwJenWBEcahVe1ALNVaghxuce4Jrko3mN4mlu5ZoigVIPKqJKkw0xfpUhGT96mUAPHH35axZ+QunHzOBgsIiZt71CJpqMRn2IO+m2+0JxEShsamZZ154hYcfeoimoGTx4qV8+cVnbN68mV3H7I6mwsdvvwjAKeffxEdvPU92bh7X3Xwno0bvxpTxQ3j/nTcBuGfmlfy27BcUzctOo/aiS9defDb3A9au/IWGhvroRJmgrrBVONE/lxt8gDWpG1H1jjstuiGj9jCohMMRfluxnIgBXq8vbrJ1gyz7M3Gydu6V8D11mXj1SiJISAxY5g405r6m1bTtCdsfke1VmSRKKvVIa/uJqpDEqKGKMNvNrDjP4DB8gsJOfcjO74hhT7AtsBOJkUDjfqs4oBHfx6YEXY9Qs3UV29b/hB5uRigqvkD7mNHUKQ0gWLuKYO16132jKhczBoaklMz618EsmncXB581l4PP/o68kgFOfA13nI1EJsFJE29KwsEIQgiCTZG4GBtCERYYEdHsrLb3iiKQvs5IrSDOBsQGCHYqeVVTY0arQrFc6TVLLeLxWqkU7E9FU1A0xQEedhv0iO6oZtojubm5VFVV8VeNJupOwPhHtx1B/r8AGxUVFU5o7bZERgNt2YNQYmAfOyKnLboeoqmxESk0hCeAKRUysnKoq6kkHGomzaeQ5tHxaRYD4ZZww1Z8GUXOvj0oSYRjSGZ7ndhARRXWCU/UW0VRJKowGbfXVDSPl5++/5xzT9iTw475B1ff8jBeTThRQu3nSzVpLfrhe/aZMJYvP/uY9999gzfeeIOKikp69+nLc69/RpPuR1NMDMNKW/378kVsXP87t155Got+WEBBQT6BjAAvvfoOkw48kqbGel576UlLMaMYHHvyeTz12EPkFXRkw/p1NDY2xK/Ao+AhLpGdYz+iJAEMe4Ix0Jwypmmybt0asnLyUDVPi+Ah1bH2gQv3ZOX2eIlnECzwEB/vIz5cetsAI5UkshnubdTYPVoEUf+OtAQKUoIMF5Phbofz3eX501rbUrXd/T9UFBVF1di6fgnNjTWxOqUdcjz+N0vFasQme/v/Fc9+1GxajDRN8stG4M8scupyl41rc0K9RkIyRAB/VidC9RuRZow9VRVY+PkcXnvsAhZ8+gIrf36Hpd+/RSCrkJWLXqaoU88UDEMy62D1kYiqKpQ4g9XYJG/GsRqKpmBEjU8jIcsmw6OvRg/WkBbwYRommbkZCEWQlpWO6tFIy8yIa4MNQjSPFtcmdxRRJQpSHDBkmE6b9j91adJzJEp6ejoDBgxos9yfUsTfNhu27BhP0YqYpklNTQ25ubltln3z+/hJ2ZQx48vYyiN+kOrVfwSb1q/igzef58cFnyGEpHuv/ixeupIJ+x7M84/fTn1tdRLQMI0w0mjGF8hNWgnFAEdswDJlDGj4NWuwshgOC/yce9Ud5OTkcc1N9zL/2184/LBDyPI2I5Bowogb9B3GJmq7EYoYXHDeWVx67Z3cdv8s9t7vIH5ftZy09AAbN25i37H9WbHE8ovv3sv603/8zmz69B/GnPe/441XZ3PggQcy5YCpHHbQflx98/2cfemt7Dpun2jbFfoMGEr55k0Esgvp1ac/aekZbKuqZvPmzeiGy9XVZjucSaB1gOGWLVu2IFSNwqLi+L5uhd2wv2+PeiW+Plf7XKDDXpHEqYZEiky3LQCMROanrdDjNdXtp5lbm+i3l3FIBBzgYiGiLIeZ0I/uMonfU7bXrbJyTfhZeaVUbFyJHrE9qOLVInY59z1MhCvZmogrE2qqpmbzEkzTJKfjILKKeqFo3rj7QozpTGV6YEpheZpFFyX2p6aC6knDm5ZNuGELimLF3IlEDB698TAUTx6fvHob7zx9Oefc/jPn3bmYJd88RSTU1Ka6wa32UKNxN9wTv66b6LqJYVibc11CNNLmxjChkEAGywk1hTFNGbXrUPF4Y4ajqseDN82PqqmEg0GEIoiEInFtscsqihXjQ1EVFFWxMsKaJoZhWEaj7VClCCHw+/00NTW1WfZv+fPKDg82gsEgOTk5eDzJEe4Sxf3e28G3EjfdsECAdV6gejM5b8ZjAPy+YjHLFv9EUUkpFVs2suf4MUyYuB/n/mN/mmo2oEQHHwBF9ZJXtjPun8B9H/v+umHF1NBNJTZQptCfp6VlMnrCgVx10ansPX4XhvbtxJq161M+pxPvILr99ONC8vLyGL/XftbkoKaDNHj5+SfZUm6pn+677UqkFFx9y6Pc/tjbAFx83QPcfvOVGIbBHbfdylFHHUt6egCPKjnq+FMZM34/557ffPYeAwYPw6dGEIrl+5+RkUkkEuG35Uupqq7CkCIOdMT9NlEmwT3Ruyd/iSAnr4BOnbtaFHH0WCr7FPucuw53mVRbYh2J9hBuQGDZjcSv5BOBUSqA4bbFSPm7tdKmpYt/jp37N1QvcXYS26vqcDEbJkp83yewGlYZnPKp7m+Xb0nSMnLIyCmmYuNvVtZRXJlcU7AjMU+VGKg3JeiRZqo3LaZuywr8GYVR19GY3U1r4CwxKZsaVXVa5ywjUdOEYHMzFZvX4c0qA08WpmllfY0YCqrmY6c9/8kJl75Gfe1WOpQNwOMNgLBUDnZitlShxxUhUKJshg00NI+KIgRGxIizy7AlLqV8VK1ilwuZuXipBtdv7/F5UDXVCXMeq0eJqlK0OJbDndTNBin2ebvddsK2VLYdqaS2tpZVq1a1q+yfTmJ6+T++7QCyw4ON9PR0Bg0a1HZBYpO8HS2wpd84kR7dc8o0cvKL6dC5O199/jFdevRj9cqlRAzB+D33pWv3Xtx34+kIJB5VoiqSUO06bPM4kTBg2fU7KhTTysMSMRRUIYmYKnaW1pjlPZxw+uXsOelIjpp+HvkFxRQUd06amNwTiH28srKS0tJOVkkh6dVvKAu+ns/XX33Byx9ZtiDLFv+AlJKsnDx2GrUHz737C1m5BXzw5gvsu/9hvP/u22zZUk5GIMDMa89nztN3oyoWU7Tgy7lcd/nZnHzmpY7diImCx+ultKwbnbt0I9gcRCKI6EZMtYIa1073d8MFPkLhMBs3rMPj9aFpWqu2Ga0xGqnOJ35vqY4YkIl3qTWlS30iVQeIuMu0BDDsCfvfVYm0BT7+HYDhFkHU+NP2MEoRW8PdnlSDT2v3d7Ma1qdCdkEZuYVdkEKJy9oa954nsBpSRhcMhoFpmBjhIB5/BgVdRuDPjIKN6P9fcYX0314JhcKs/e0nnrvvAk6ZlMd1Z4zmjKml3HL+3sx760GEjBAMShRFYc59R/DSfadS1ntX3nj8XK49PpuiTsOo3PgrkWBzvIoihQGnHU/DzpMSy2cS76VigxJVVVAU4bAXoWAEPWLQ1KwQjKSjhy0WQVEEXr8HzROfJ0UoAtWrWQnYFAVFid3T57dcbj0+DX+GH82jOVlk/el+7Fgp9nbg6cvb7MucnBxqa2sxzfaBkz+V/B1BFPj/wPV11apVdOrUCZ+vdVc1tziBp0T8BJ2sR7Ze/MbqtQzbeQ/mvvcig3cazZuzH6Nnn0Hcdsu1fDH3A+rqGjjqxDMclztpRmiuWUt6bmkS0EhshxQCw5QEQybzP3oRj6ZS2rkL+TkZFJV0JDfTQ9jU2LBpA6tWLuebz95my+aNXHPrQyhaGhBMrtiuH4GKlcTNME28SoSacCZSDyKQVFdVUl9fy8MvzSc3JxNFifVNaVl3GutrOP/qezjsiKM56oAxSKHw8OPP8MxTj3P7LdfwyuxnGbfnJBobmwiHgmwtX4vJzqgYzv2lFKQFMkkLZII0+X3Vb6SnpVHSoaPDRtm/gQ0i4hgFKdm0YR3pgUyL0XC5CjtBuFLY3iT2Q1v77ncgzj6hhXfDxJ1DJd4Y1z7vvj7xuVJJqvNxwGc7WAx3+xMB6B+ZWO0pWYiYe2tiu5L7qOV2J7M+Ij4nCbHf1puWSd22DXjSs/H6s5x3wE45EG9PYa3km2q3Ur9tNVmFvfBlFOBJz2v1HWlN7IBfqgLReFg8dfeFvPfSnU6ZU65+m64D9sWI1FG+ci7LF8zmquf/xeDRh3PMBbP55Zu3WDj3EY6/9G1++vJFTFMnv8NA3nl8Mln53dn90PspLhuJEbFuYEYfStEs+wxNs1m16A0j8caXtlGn7ZliGFbBYFMwum86eUsa1O4WIAGHVcGj4vV7qK9uJKcwl7rKWgfMhJtD+DPSYtFME1xhE8WOx6FqqRm8VOLxeEhPT6eurm67Emn+LX8e2aHBhmmabNy4ka5du7ZZ9tUFJiQMhrZ6UxEJOUii3z2qyctP382zD17NoOGj6dNvIN998T6jxk7g6H9cyFGThnDXrG8o7tiFkG57TgjCTdV40rKdP5079kbSM0jrjvfOOInvvniL4aP2oqJ8PU0NNVRs2UhWVjY5ufn8tnwxncp6cNaFV7PruH3IThfoUm9z4pAIevXpy7J/3YomdLyKzoLP3yYcbKBHn8Fk5+aTX9gBT5SlsIOGKQJeefZ+PnnnRRZ89iZ6uJms7DxeePZJLrr0Kvbae19MqXDlpefx4NNv8vOP3/DFvE+YctDR+BXTiTJpr4DBGoS69+xDxdZyfluxjI6dysjOzrH6IcVEa0qF6m0VGLpBQWFJ/HO5VtHuz0TwsT1AJPG7DTpaA6Sp9mUK19/W7t8eVqN7j75tlnHqTHjm1oCHfby19iXV7QJjiTYaKeNpJCViS30sLmy483tG30nNR+XGlZR0HYpQFIcVjBmNWtfoukHVxl8ASVbJADz+LNoSe5Hgfq5EsdsWiih8/elrvPfSnRx00kxee/xiAEy1mIYGHUgnv+t+jMrOp/euZzH//ftZ9uPVjJt6I/scM5NARga9h+6DNA3yS4fQd+SxrPhhNnNfOpleww5ll/2uIdQURhECU0r0iIHHq6HrJh6viqYI9IiJP81DKGTZdll5SSx1TCRs4PGqqKrAMCTpmX6a6oOWp4qwVDCCEJnerQSV7k700UjYqssGLXYKejewMCIG3jQvUkonHDqAmeB0sr1xNmzp0aMHaWlpf+ja/52IHcab5N+VHRpsNDY2kpaW5gSdaU1anCwkIOKPezTJz99/yStPXMMP337GPlMO5YO35/Cvux9m9B4HcO9tM7jo9MMYMXpvsgu7oZsS3bRyLKhCYgSr8QfyUJV4O5HWPLv2OmA6P379PoeeeCnBxmrCwUZKivLJzckk1FBB17JSMnItw0hNGIDEJ2IMAlgGoRDTkdsMQ1mXblRVbWPNphpy8rz4vF42btzAhdc9TEFhCZLYQGuPE1JK5n30Bv847WyEojB619Fce/WlfDb3Y/r07cekKQdhRAew6UfszYhdRnPyaWfHTT6JDIGUAkXVKO7Qiby8AhCCcCRCc2MDGdl5TrRI+3q7HR06d4tjNdy/aUsqgqSVcyuTnQOMUiQYc4sd4t0uE/dsLYCSlsBMYntTnXe3uUv3Xi22qy2w4AYZ7QEYqepo0bYlwfMkFYhI9B5J3AdSshp2KHIFSVpmIY11ldRuW092YVdMUzggAyAcChMO1uPLKCQ9r1sU7CcwLVI49hYtSWI/udulG4I3np7BK09cS2HHvhR23R2A/Y5/mLySAQ6bYBgCzVNAVrbKPtMe49evnuWD585k9ZCJjNzzZIq7DKFDt+F88eb1ZOWX0aHrCCafcA9P3TiBnMLudO1/RFybYvlTov2R8BoYLWRadbvMqpri+u5Dk1VoShcUO+dQUkh0O+aGddwJ7OVyyxVYzIfHq1lZaH0aesSKxaFoSlwI8/ZIdnY2kUhku675n4tgh/Em+XdlhwcbmZmZ23VN0gQl4s/5NBND17njyiOYfvrFnHbqyZwy/VgAevboxqsvPsW8j98hGIxwycw56KZAjyZfMiV4Vcgq7AlRXbDqmkBb+uupQjJwp/GM2esQzjt2FwYOG0taIINtWzawdvUyAoEMOpSW0aVrT7p060nXHv3YfY/xZGf426Vv9moK06efzL+uv4QrZtzCTmMm8tTjD7Bx9VIUAWmaRbU+dv+/0LwBGpua+P7ruWiKZN8pU0n3eVi/bi2fzf2YouISSkvLrHYrgrfenwdCIzMzwwIrBFuk6qWF6hBC4vFZOt5gcxNbtmyhcts2Sjp0xp+WHp2wJM1NjeQWFEevja+npVWozabE3bcNGj8VO+K0l+R3JpVNh31Pm8VIxSAktXU7TKrmfvQW4ycekPLc9oCYxHMtvTspwZILWBh21FAhMU0lrgy0HswrDughYyxFwr1sVsNuaW5xT2q3bXBUGVJabpZ1VRtoqt6IP6cTngB40nKc87a7ubqdKhQ3+LYBR3NIsHqlZeNUsWkZpsxkzyPvYuCoaUgTbO9nVRVIXyciIR1M6LfLMXQfPIX5b87g8esnEmquoaBDb3Y/6HLSArl0GzCOjOwSJh77KF+8ejFGRKXHkEPb3dZEjw8b9NhshfNM0cHO4/NiGtl41XoMpcCKROpVCYV0AtnpNNY2kZmbQUNtY6t5S+zssXH3UITFfiTYkhx89kpevadnq8/R3NzMzz//zKhRo9p+6D+R/DsZm3ck2aHBRklJCUVFRW0XJEGNIWMDiRI1vrTPK4qkvHwtXo+Xw46eTpZWz/0PPkZRSQl9+/Zj5q23Mu2ksxm9//koAkI6eFRb7SLRI0H0YBP+jHzHlTY2oCfTxoADVM658j7OvuJ+VEU6Cd30SJDm+kqqt65l/ZqVrF+9gmefeoArL5jOEy99wohh/doEGwKTqVMP4qN/nklefgFDRnTk7sffpLhDGd988QE3XX4KpmlSW1NNaacyJkycxPTTzmP82J3weL0IYVLSoYRjjz+J4uIODB46PNqnkqys7OiEY1JRUUmwqZ7OZV1jWSyJ2WM4k7ZjMyPxp6XTvVd/aqoqWLd2FT169UNRPdTVWWqk7r36I0RsQk+cBO1jbZ1rS+JYiRSgIxUz4J4cU4GM7QEe7vu2VK49zEbiM7ifI7H9re27v6diNRQkuh2aXKROuPZHn8cdU8PZRyAVP1mFPQmFgiiaH8MU1FesQddD5HQejqKlxQxIE6qOMTEksRstMY4OgDQFy37+ktsvP4a6qg3sf/IL9Bg8BdOQDBx9EqGQjserIiRomoKqCnTpx+tpJhxpRihpGGY6I/e5mSHjzsY0DYzm33njsVMYNOpQcvKLycopZszEQ8jIKuLlu/fGlBF673Q00oipSMJBHa9fc1gDn08j2BxB86iWp0kwgserYUM9e7K3QYatMlFUBVPkoslmDFyqKyeTqx3jR3Guj4QieHwe3LE04voqWlaLfhq6gVf1Egm3n6lIS0sjEokQiUTa5V34t/y5ZIcGGxs3bqS4uLjNrIGvf+eOr2F9xlH8IjbxKwIUVbCtcitIy19gz4l7A/DLio0s/XURh51qpaAPG/GJoISAUEMleqSZ9Kw8TCM+T4MqXDlCXGoGRZGYRhT8KFY4c5sR8Xp9+Ao6klPQkZ4DRmFIwYT9VzJtyiDefetldh52ZfTe8bYKdowNTVh/9optVaSnp1FbHyQtI50Ru44H4IF/XcTpZ13E1EnjEYA/rwtpShONRgZpSjM6JioGXq+Xy6+6tkV1xJWXnsunn3xEXW0Nl191PcccNz2lW2rcJC1jlHlOfjHZeUUgFDauX03F1k306DUAhOJMpS3ZVLj33dKWLURrDAnE2z4k1t+aeiTRDsN0sQCJ9bvFNE0ikTA+n5+mpgYa6uowTcu9MRwKUr5xHUJRSEsPkJWdSyjYjKpqqJoWU38lgAfnPiI1ELJVb25glIq5cYMJN6thmK5Q8e2wy0gsl5ja3R0Z1P5uuMobUlC57id0wyC/806k5XdHCCXOSNT+dGwxouzEHzElMKIMy5N3nkddleVqnl/cmUjYGlPUaL95vTHbBsfbzdgGzfVEPD3Qo26qaRmlAARKe3LUhfNYu+RN3nv2UmqrNnD4mU/Tpc/uHHf5fF657zByCjpSVDZ+u9prq1xMU6J6VCJhPRpq3CQS1qMqjwj4izEFYFp2IZDMkKSKZBputtQlkZCZ4CYb37mqplpxNyLtiyJq15GZmUl9fX2781z970W0bJD3/5nssPyOYRisWrXq30pPbBtCKgI0xQRMfvj6I645+yDGjp9IjqfeKSeQPHLvLRx9wmn06DPUsc+wY2uoisWQBBurSUvPQUE6gb7sHAlCWEanQoDfY6IqkO7V0RSTDJ+OIqQTplxRJKoSn6nVkAJMg6vOOYL+g3bipDMuiX+eVqjirmUdCDU3UrllLR7VAiDLlyyirq6eKQcfSX5+AXn5BWRQh2rqZCp1aETwihAKBlHHQ6c+XWqsXrOOO2bexLx5c/luwTcce9yJCCGYN/fjlG2QxOJjQHIALnvAUlUr7Xb55g3U19elrMf+bG3Sdx9vT9nEMm2dT9qX8ZNyylgbLhdVMxrOuWLLZlYuX8zSxT+zfu0aDGm5LCIEmseL15dGRlYeHp8fRbWyB0sElRVbWLliMSuWLGL9GitGga5HkKYZ165UET9tccfLSOwXp99kjJ2yWQ3bBbY1cXupJLrmWgAm/p6JLqzuc6YpMPQI1ZtXEgkH0UNNoHpTAo2WxH4LEsu1NlfYZccfcC5eXzqn3bKWnOIhsXgS0dwltoupLbpuEhH5KMY2TNNwomoGm8MEm8M0NUbwpJWy897nc8KVX3H4WS/ywl1HoYgmuvYextDdz2Dlz2+0/kAuseNx2IG87NgakAwiwGImlPAGpN6IlNJKc69YBraJKhC3G67b+NP9zKqm4PFpqJpiffdqlvttNKR5e41GO3bs2O5o0H8WScro/Ae2HUH+Wr/adkh9fT0ZGRntAhupBqGYS2rUcFGRvPXE1bz75sucd/EV7Ln3FBTREB0AFcLhMHM/fodrbr6HWsOOf2EtnRz2QhrowVp86X1RFAmmBSp0UyHTZ03wYd2y9NZNBVW18qDYcTaktNQ4Ugp8Lu8QwDGWq6jYzJpVS7js+gd48sGZnHj80ZR16Zr8zPaqPbo6r6ioICMjgy/mfkiv3v2RUvDIXdex536HUllZy8N33cvUAyYzeNAgNm3aSGNjE7169XImAJspsS2vr7vqYt5/6xX2PeBw7ph5AxVbt/LJxx9xzfU3M2z4SKtv3exRAgvRGqtQ1KETeYUlBJsb0SMRJIJIJIzH4039+yaoObbLuyIFM5KoUkkF4hJBhlvcWVDj7iEFoVCQuupt1NXVoGoeunTvQ1pGFoGsXHw+v0NHBzKyCLiyE48at3dSGzp27oaUEkPXiYSbkQi2VVZQvW0rGRlZZOfkkpmVja2+S2WL4rSZeFuXOKYhEVBF2SjDjA/pHqsruY7EPksEGrF6ouej77thCovx0XXsYFxFPcZSt3UlTTUbCeR1ibsusS77v6kq1r1aMhBNjIFji6ZYxt9NtWsZPGYauQXF1FbHshrbRpD1tUECGT7ChuG4n+qmB48WQESqUdQsIuFYRM2m+iCaR6V8Y4S0gJf03OF0HTCRBy4bTqceO9Olz24s+PVddt7nEjRPCXrEQPOoSaoUf5qHYHPLqopEoGGHMwfQZDNSGph0QI8awhi6ieZRCQXDSUaeiYDBcbfVYqyOqipO/aZhOpFH2ytFRUVJdiB/y19DdgzIlELq6+u32zjULe7IgAFfhEXffMTrs5/kmdlvs9++++FVDBRpRuNUmKz+/Tc6dCglPT2NDWuWcP8Np7Jt0298/ta9XDJ9DE31VShCUNx1CKqmORlbPaqJDFez7IePufuGf7L/LjlceeYkmsoXEvCGSdfCCGFSW72VreXr2Va+jsqtG2mo3oiUkoAWstQuejPPPHwLJxw4jF1225vH7ruRdb8vYdpRh1JZWZH0fBKBStQ1Tgpenv0yxSUdmHzgYdRH0omEw3z39VyWLl7EtEP2YNmKlVx+5TXcevu9XHTJFRx19DF8NHd+XH2xlaHktdmzeGfej1xw1Z08/+Y33Hr/82geL4cdMY3MzEy+mj8vfjKTrrwoCZOP+7NiaznNwWY0j5eMrFxy8gqIRMKsXrGYLZvWYxjxRm//CUllDNmauNkLd4bTJPWJHbDLNAk2W0GUtm7ZjG5KSkq7UtatNwDpgUz8aelIoWFKJeX244Iv4vov1o8KHo9GesD6LxSVlNKj90DSM7KcEOfNTY2EQ6EkpiWR8bHVJXFMhKtMXBAvO8ZJApBxx9awwa67b+PymLj7yrRVJjHGxJCCYEMVW9b8QFPtJoTiJaOgO0L1klHYE39WxzbZjO2VVHFxahoUDOlFCs2KV+F6hkTSwJSSUEhH103CYYMm0ZXGZi9GJMpuRCN5GoaJHjHQIwbB5gjB5gjjD32QfY97jrK+e/LpK9eQV9yPZ64fzPO3DmDZd886kUJN3bQ2VztsIBAOWpO7DQA8Pi0KSE0M3SQc1jGiKpVgJAPFrCUc1h2WIhKOWLlV3IndTIkiFGe/xb5LCERm6Cb+dCsHi2mY7cqTEolEWLBgwV8LcPwdQRTYgZmNkpKSPxxtzkn9rNr2DZJfF37G/lMPpzA/nzRRb630oqF2q7Ztw+v1UV9fS1PETyA9nQ9ef4IPXn8CAJ/PT2YaCLMOFB9CSIvZAL545wnuve1ayrp0YdjO4/h43pe8/d6HTD9yX0o7dSYQCPD776vQdZ20tPTon0wSDoVpamokJzeP9EAmG9evAaCsWx/yCztwzMmXMHLkTpw+bRK/LV9Ofn5R0grcDjwViURYumwpE/c7kJIOHamPSLw+D0++8hWfffQmD816l9IuvXjsnmsp31rJJTNuZ+PaFdx687X07T+bjsV5DgshkOjSQyCQQUMz5AUgYqqUdevL1vJNmCg89vD9PP/s0zz42NOM3d1akdttM6TiCjstXZOQgq6H2FZRTk5eQdxzeDxeuvceyNYtG1m1/FfKuvfB70/tj98eY1BoXeWSaFjakrogDnSkYAZM06SmqoJtFeWkpWfQqUsPOpV1j7u+vWNqXU3LuVESbUI0j4fc/ELy8q1+bGpuYmv5JjIyMikq7oAv2ndumwr38zrxUdpQPznqlRTGoe6ytsokpeoqjhGxgYxVtmrTCkLNdWQW9MCbnu+cAxCqFxluprlxG/7MkqR6Y/XHe6S0FvPGlsTzpgn9R+zHey9MYNi4U1F90RTwqmVnZU+wdiAuxxskZAA+hNxmLVmiw5VjuOmJXhdlD3ShklXQj4KOAwmHJCt+fJ2s/B7UbVvFV2+dT03lUnadfJPVl66J36nP3k9Qn5jRskZEJ+oNbxmGqumkqQ1WaHEz/pq4/nCBCGlKdNNAURVCzWHHNgOSV7bhYDSnjRlvsNqaaJqGYRiEQiH8fn+b5f/nIgR/u75assOCjYaGhnZFmnttQbyBkjXgxb/0DXU1vDXnCZ6YNRsRdVm1bRTWrF3P+L0mMnnyZJBQs/V3+nbvxD1Pvsu5J03BNE1umHkvmRnpbFm3FG9mRzzeQlQheezua3jluft58YXnGThokDOwnnLCUUw7YirLly+nuTlI167dKCgpjbEt0fY1BsNs27aN5St+558nH80Ndz7N2ImHWrE8pAAi1NfVkJ2TG3u+FJ4UL89+kdycXA45/Pi45+7Rux9NjXWEg/WsXvEL3bp2YfIF1+BTdTp16cXkpUv5x4nH8PKcVwmkpzlta6rZQjgcolNxgOZwHXV1EaS0Ih1W1QXZsGEj3br34J133mPUuP3QhOFMSop7Qk6YxCu3lJOdW4iqemOTimsCLe3UhebmIvxeL40NdQggkLH97FZ7DUcTv7vPtxQ1072/ZdN6IpEIpV17kZ6WDtDixAxgtBH8K9V5611NbRhr2VeY5OUXkZOTT9W2CjZv3kiXrj2i5+PVPW7AlJj3xEwAGZL46K1uI077fJz9SoJKJa690g7MJTB0nfqarQRyO5KRW0pmcW+EUNAN4YAQ+xoQNFSuwpuej6Imey+4WQrFtYC0/2dtzX0WSBEU5pjQdSB9ho5j05qF9B3Rncb6MLpuomnWil/RFEIh3UnfbkqJx6fS3BgmXd1CYziXiJntAAEhhKMasUGKGbaub44YdB1wKF0HHBplP5r4ce4thJrqMHUTPRpfR1Ni7AUQZzMCLrDRQhwOwxBsM/oDMduLxLTwqiuol20L4q5TUQShppCV/VXEsyt2XWY7U83b/WIbif4VwIaEv4N6RWWHBBvhcJjFixczZsyY7b7WPXHYg3RTqBkhBH369ieDWpCxc2+9bSUle+edd9hrrz35+O0XSE8PsHHzVqSUTDnwUGbeeCWnNiv07dWNjKJMMrwhKiu38dxj/wJg4IABCCkdy3+JIJDmY9iwIda+FICOTDDUy/B7SC/tSGlpJ26+/QFuve580tMz2Hns3oAgEmykonwjxSXFSayGbWOhYJKRmUlBYTGax0NDJAYaAL789HVmPX4/ZWVlrFu3ji/nvkt1bR1CKIwaPRbTCDN37lwLbEXblZObS0mHjtxx89X88OOPrFuzilvve5Gs7Fwevf921q75neNPOo1PPv6IiOlBVS3g5o7qmShSSsLhIB07dU865xY7wqA0TTZvXEtaeoCiDp3wen1O+7bHZqM1SVSvpPLUcH+XCILNTVSUr6e4tDvFHcscG4zEgGTQOrjYHnGAgLSMN93vgg0gFFWloKiEfFmMBFavXEZ2Th55BUVxBmrxoeKFU39brIQCcfEynGtlctnY9bH2SylpqN5CTcU6/Bl5mKZE82VYyfuki9FAOh4iqsePP6OQ5pr1BPK7JzES9r7qvHfxrIU7hkZbIiUMGLEfc99+jL4jDnOCWrUkNlsRCekEyUDRq9AjASeEd1sGk24WQPOkM3Lv66x6pcQM62hRTxNNU12G1VY/2sDBdAEbSFxiResWTRiGRMpA9F4aesTyYFGE4kQStfpAugxjTec59IiOz++ludFA9WhIM6buse6/fe95QUHBX0uN8rcAOyjYaGxsJBAIJLlbtVfswdg2HssvLCHU3EBdXS0ZWdGJJfpnOuOUkyguKqCouISC/Dwuu2oGW7ZuZdhOuzD1sGM57/wLOfO0U1ix+Ht69+qBx+tl2a/fcNX5J3Ds8Sdx6unnoGGABFPERzoVsRE0aTC2J0yBRMVg6oH707G4gEsuOouefQYwYuQoXnj2CfbedxL5+QXJXg+ugXDo0OE8/eTjRMJNaB6fY6g4fnhHTNNEURSOmzaN/fbbj/mff0ZhcTGa5uHBhx6iuKiIUbuMjJvEhRA8NeslnnnqMTwejUgkzI8LPmPoiNEs+3UhhmFQ1LEHmzY8jodglPVoffAwEZR165Pyd3I/k92GrKwsMjIGUFlRzuYNa+nSvXdSucQJMpUBZEvHUl2bGEHUfZ2Ukm0V5Wyr2EJhcSma5kEoMbWRW1oCGa2xHqP3OiRuYnS3QxHxK9c4ECBiABdik23Hsu6Ub1xLbW0NpZ274vGlJV2fCDJSsTkx5oO4eBstq14Snjl6rqm+mobaLeR1GoDXn2GxHK5gazbL4K5DSkjLKaOu/BcC+d3AdZ9EFiNxvzVpyaB89N4n8Orjl/PNu9eTWzKMbgP3Q49Y/euJqhJisSrsT5MgmQTYSOJ0r7TSGLONydYNRqSUjioD0wIdum6xJk4Y85DuhB6PqVlMNNGEVw3SYGQ4xxVX9NBEO41UBqeqqjrus243Whu4bE+OFIAOHTpsV/n/ufytRgFA/NUQ4ogRI+T333/faplNmzZRX19Pnz59Wi0H8TE2YgmVotS8IknzWAaHx03uz/2PPM2gHpb+V5HWdUkeBUIhYsJXX31F0PTw1huv8vabr/Hht2swDMEvP33PTZefzEVXzeTgA/YBIE02xtXhBh0xujo+CJb9mege2tTYwEcfvsdPP/3MmLG7s+deewFgSDVuklSFHQfAYM3q33nk4YdYs3YtZ110Df0Hj0IiuObi03jvzZfQNI3P5s2jpKQEVerWBBL9A8Wyr8aysLonXl1q7L/3WDxeH6ecfTl33nQZs9/8GG96AccctDuXXXU9I3beNa4f3ZOZgpWOevXvy+jWoy+KEuubRLDhBmBukdGl75rVK8jNKyIrJy8lEN0eViPxnu59d0wKO8x5JBJm04b1lHTs7LAs9kRqg41UIKM1gOGWDauX0albLD9KUrtcfaWmiN+ZBDqwDH2rtlWQlp6BPy0dospDW1KpPlJ5mMQBA2KGpbadRny01uhzI9DDQaq3riUtI4/0rELMqIeXbljl7TrthGu6mRq0SCljMSESQYYDkOOPuyWR3bDVNfa1dju21SrMf+8xfln4JcsXvs6h535KXlFPZ4L1p1uqHBuABJstY8vmhiCqWU3IyERRrJTtSlQtkYrhsPOitCZqFFxYQbySE7DZbUpM7GarP0xTYkR0NNFAurKBmkgfNI8WvVaPK2uLHRTMaaeqOmVt+wynDxPsSKw2W5llX76zW6vPFg6HWbVqFf369Wu1nC1CiIVSyhHtKvwflmH9e8t5zz7wb9eTs9PE/9kz/Kdkh2Q2rFVtxh+61gYatrGYm1oNh0JJ5SWC+V9+RXZ2Nv369kHTNLZVVHL8idPjytVuq+CdN1/iqYdu47wLL2fq/vvhpZkw8dlopYhO1k6SNgURVXmkMsozpIoiTEypoAqDtEAmBx50GAccdHi0fcmAyP5u19ehQwnXzJjBK6+9waXnnkxRcQkXXXETM2+/i2tvuYvjDt6D7xcuZP/Jk+KAho41eCYCHjvrp62meeqF11myeDGrV6+mU+fO1NXW8N2H71O+aT2qkpybw3E3jh6rra3C5/G2CjQgmXFwJtyoRXdxSSc2b1pP1bYKOpSWWR4eCZNjW1liW0ti5u4LsIBCc1MDtdWVFHbsSqeuvVCQDqhwJqsEkNGiQWWCm6kbUKxbtZjSrrHB1+5HIInZSAQ57nvGub8KQV5BMVIKKrZsRDdMijp0dlZqLUUATcVwtMRqOOfigIKkpnId9VXlZOZ1xJ+RH31a4eQ8sa6zvFQUYSVNbEntIU2DhsrfyCzu69gNuPvPjTvd17dELLjVZ8t/+RrNm05xxx7cc8XRCEWhuOuuAHz/4a3se/xjCMNub3yF9oRvGiYmGXg0Ayk8Tor4lqQtoKG4QIq9mLRBhlPGrj8KEEQCcDBNS+VhGBl41DA+TUNEF0F2HpVgUyjuudQoGPFGAY5hmI46J5a3Jfpuu3CJErVraa9omkZFRQV9+vT5t+Io/S3/t7JDgo32Jl9zS2v0afW2CqqrttG1Ry/AQuhSWN4on30xn+NOOgWAnYYP5bUXn6NDUQEP3HMnuiG58JJLGT16NO/MeYSvv5zPzPuf58B9xuA3LdsPjbAzeVuTZbLYKcolAkOqmEaYt95+my8/+5S+A4dx9DHHYmo5pKnBuAnXBhRGQjpz92dzMMgN187gs3lzueiii/j007m89ebrXHDm8Qgh8Hi89OzZnX323Tc6ASlJk0WsnVHg4J6MpaAgP59x48bRu1d3fvj2M44/8gB69OzFA48+w7DhIx0wFcfaOJ4QJtXbtlDcwbLwb4vNSGWPYdeZHsige8++1FRXIaVEN0xM04iLz+H2hrHv53jGJBg5pgId7vP1ddVs3rCG4k7dnAHZSAAj7mdyx99IxRC015MmURLzwcTcUJNBR1xUVNfz5uSXsHHdKjauXUWHsu4IoaV8Zue7q/32yt9hepBxKhCrTdZqWo8EUTxpgEJJt6Gomj+hPqu9TnyZaNPdBqh2ffacrKgqergJvbkaNZDXKpuREmwmqGfccsUp4whk5HLiRU9SsWkVex52DetWfEWwqYa6qvXoutnmRCoUBZ9Sh1/dRiO9HfVEcrnWmTcbSLnVG4ZhoqqKFaRLjb179vfE/1Ni0jYhVBpF/2ggLeHYaERCusOe2OLze+Lqtg1TpZRkZAcINoWSAJcNeoxWs+UkPKei4PV6CQaDpKent/u6/42IHSYo178rOyTYWLhwIf3792+T3XB7otivuurS4dqDy6fvvczY3Sfg8/mBcNzAPXBAf4YMGsjPvy5m4Q+LqK6pJScnh8n7WiqSsbvuzIKFi9hWVcWYnc9iwh7DUGQQjAgoKkRBS1svpIlCsKmBBd//wBOP3EcwbDJl6hF8+dlHvPnabB5/4QP8GfF1pHJNBJsiF0ghmP/5Z5SXl3P7nfdyw/UzqKqq4ZR/nMjUAw9k06ZN1NXV0bd/f1QRm/Qc6+pUq8gUq1b7fh06lHLPA4/HnQMzFnMhgSUQQmIYBoFAgEBGFqowkhieRGlrQhZCOK6z9XW1bFq/mtyCDuQVFFu/h9PfIg50JAIN92dihlgpBcHmRjZvXEdp196kpWfEZY1NrC+RyWiJ2Ug8nshUJbET0X5NstlIYmPiQYftXaIgY+c0D5269mbzhjXUbKskp6BDfF+0ADxastWwWQib1Qg117Nty2oURaOobADZBWXReuxni7Uruf+E44HlZjdiYEIQyOlIc+0m/IFcx/vE3VfxaQXi3yFVkcx770Vy84sZOGJC9H222vXwm+vRI2E2b6mlsW4LfXY6mH4jD2XI7ueRFsiLppW3JuCGuhBpAU/UaNLAn+ahuTGM1+9Bj2ThEetQlJiKwe2Z0pYorZSJeaHYBplRJkIVoCbEvnDVoygCoSpINDQRwhRpDsAwVYW0gJ9QMEJ6pj9aXzT/iUdx7EEgFtPDn+5z2uOkro+W0bcjbDlAIBAgFAr9BcAGf9tsRGWH6wUpJcFg0PFK+HdECKipquC5R2dy4slnEBANSaAgPy+P1199hdNP/gdjdh1lrbykEXd+/NjRDB86hL0njMcjTL5f8C1d+g3hlDPPse7TxgQZll5MqXDiidO59abrGTxqCnc++SETDzqVY069kuqqbSxbutgJuGS6mJC27BACgXQ2rF/PDz98T15eHpvLtyCkiaYqdO7cmW7durF5czlSxECGbbgqiNfzxzwMtu+1EkI6oMStUhFIVEXQsbQMNcHlWMFEE3o0mLYZd11r4u6PjKwcuvbsR3NTA6t/W4wR9fe32Qd3WOzEz7g6XROfIRXCuo7mz6BLr4EO0LAlMYx3ovohVbTR9oT+7t63ZXWuE4iL1tkY+3ndz+r8IlKAUCnp1J3s/BJCzU0YevLv72YyTNcxG3CmMrhtqN5IxYalZOUUU9i5f7SuGNBwi4IdC0PGQAW2ushVTsQ2AH9mEdKIhmqX8cHD7Hrdm9NGCfW1Vdxx1TQevOVM57ghLQC0cun3bKvcSiCnG00N1Sz45CmamnQUTx6hcNT2wTBdAIJolE6r/XZUTUX1YirpqGZ9LPS3zYYZrcehcDMa7i0xrHhiyHRbhCLw+FRUVZAWsFg+d9p6r1KHXymPY0bse2Rkp6EoAp9fQ/Mo+PyalXQuxetqh0r3p3vRPGocM2K3tb3qlIEDB5Kbm9uusv9TEThj57+z7QiywzEboVAIj8fTLjWKm5p2J3eyPiVCwE/fz2fgoEH0HzAYaHCuAxzEetV1NzD7pZfoXNaVzMyMOANPS60AJQW5KNJACoUVv/0GwPhxY5363Ct2EwUkGNGfJyw9fPLeq/zy4zc8NudrSrsP5YO3n+eTt59lzcrF7LnvVPoNGo6JiSlVIqYHTdFRMZMmlzjjUtMkOyuTiy6+lJ8WLWSvPSdwxOGHYwqVoC648vJLeO3VOWiaxgnTT2bpksWk+TxMmzaNsWPHIpCETcFDD97NwoULaWiw+icSiXDUMdM4+NAjWux7Z0Vp9z+W14QT/lyYmKbJb8uW0KtPP4Tisc4nPEPi3J9S5eEqlMigeLxpdO7ai+ZgEFVRqK6yDCJ9/tiKybD7qxXAYbMA9bXVbC1fT7deg9A0T5xLayLoaInpSCzrtKMVW5KMnEKHnVPcdYl4m41UniippEUbDGE5dNZUVxAKNlPapW/cys1M+Eysy2qSJGJI6qo2E8guJi2zgPSsYhRVc+JpuJnFmHts8jMk1mu9R/HHwFJV5HUemvq6FNXFjHYFP3z9IT5/OpvW/eac1w3Bz99/wR2XH46qapR23wmAsr57EYkYGIaVwMxO426v7hOBgw0sNI9KRHZC4kERAsNmndqYfN1Aw/2Z+N0tdhtElMnTbNYyCnxUj4rqUWOurDIDVVZE3Wbj6/ZEE8x5vCoeTUWJUsO6nvxuWe6yLmBumHh8GqGmkOMq215pamqiubmZgoKCtgv/LX8K2SGZjZKSliMGJpVPWP27dcBezaBHv6F88dknHHrARCbuM4n6hka+/e57awUoVOrqG3l21ixuu+8pNqxfR1MkWSWS5vdRkGehcCFNjjvqcNatWMwxRx6OFIoDTnTFgxQCExUTlYj0sGFzJQ8/cA/XX30pM+6aQ9eegzAlPHzbxUycciSz3v6Zi6+8ESF1br/lOg7adwyLf/0VgLDpiWML3Kt/e6IpK+vKxL334aKLL+X4E6YT1k0W/rCIIw4/hNdencPkqUex/8HHMOfll5gwcRI/LlrEw4884jzbM089zqynn6S0Uyn1dbVs3riBxb8sQrYzequbxbDtPWyWo7G+ljSfB48q8IiIxXREk75ZYeKlw2w4dTi0uIwDNHE2C9F990rfjpoppWT978so37gWXY/lbWiLKTIRNDc1UL5xDR0790QoLTMYiaCj1f3olmiTkCg/f/Nei+cSw8AnPlNLz5gYktw+ZkqFgpKuKIpK+cbV1iREPJOR6n7W80FDXRUbV/1IqLkeMNE8PlRNSwgMlsyYWP0hnOi7iguQJD6LpT6Kn6j1SDO15cuca1VFWskSowsCIazcQ+5NFZLP3nueULCJQ0+4xEmo6NNMVi77mZ0nTOOGWZsp6mR5vhmhDQSbIjQ3hohEg3Ap0WBXUkr0iIkeMZ19e7WveVTw5qFoflSP6jAHSnT7o9KaCiYxWZwWva/Pr+HzW4nSNI+KVNJQCIGUFhhRrURqdjI1VVVIS/OgeRSnvYZh4vVrUQbJqt8JaBYNp26HYwfw+b1W3A6hcPgFa9p8rmAwyMaNG/9wv/xfiW1Q/3cith0QbKSlpdGtW7d2lXVPwDG6OF7nnZVTCMDypb+yatVvDBk6lCOPPoalK9cRwctV199Kv/4DyS3uQVFJKT8uXkmTyCCoBJz7rNuwidr6+qT72yDDfqHC0ochNYKmn02VDdxyw9UcPGUCmzZu4rZH32XYmP1pjHiIGAqZ2fk0NjZjmiZr16zjnFOOYtXKlXTrM4xrLj6Zr7/9iYipEpEaEaklTyQITNMgMzNgEedC8vLLL7HT8KHcdvtt/PrzInr06ssVN9xHx05dqamu4qdFP7Jt2zYOPfwo5xkGDR5CcXExX3w2jyn7H8DZ513Aex9/waGHHxmn9nD6PAoCYpOHkqQesb/X1lSTk5PjtNw6Z8Tt29/d4CMOXLUSvyMOfEXfgdz8Yrr2HgRAdcXW6EQXX4e7D52+lLB10zpKOnXDnx5o0SajpeMtgYykd8aVDyV+Yo9Nyqbrevf97PDvqdQpLalzUgEPoj1WXNoL0zQIR8JJz5ZYr92Phh6mpnIDBR16UNS5XzSuS7zxpRsk2nYd7tgZqdQgSaDascmIfaqaj1BTFYbejJ3m3UoaFw9OVSHRokBDVUxm3P06tz76CUeefKXzXIYp+XjOTAbuchCNQT97HXUnAOtX/YYpIS3gQ/OocQaVds4Rt3up87uaElWJkMUvFhCKTuJKdGtJElUnsT4UDtBQXKDFDVxswJOovtA8KppHxevX8Po1VM1DSO2GFn0WVRV4vSper4o/TcOfFiPIw2GDcNhA101rixhJoCYc1glHk86572tngG2PpKWl0dzc3HbBP4O0lfekPdu/dXvxLyHEMiHEz0KI14QQOa5zlwkhVgohlgsh9vl3H7U12eHUKOvWrcPv91NUVLTd1ybq/Gurt3HeiRNQNQ1D13nhzS9ZtuRn7r/jOsjuy6cLfuON12Zz6Yzb6dR9ECefdwPnnHUG1du2MvWQI7nulrtIVxqpC+kUqLGuNoUady9TKAgp+X31Wj587y2++mYhS376hr0mH8FTbyzCl9kRgLAh0FRroj7+rBu58YJDuPems516uvYcwJqViwE47x9TeOnD5ZSVWKAnpvqJfpewaeNGMjMzyc/LRUhJY2Mje+09ie8XfI2iKOy5z4Fcfv6JlG9cx9BhI2hoqGfhDz+Qk2VlG5VCsPPI4bzx1rtOG2KTUSyN+YIF3/PJR+9RUFjE8dNPRYsOnj//spjSTmXk5WQhhAUY3HV4PB6ys7OjzTaRRFUP0ozq7FUUDGQCZnaDxzhVi2sVHFdexNsTaJqH4o5dkVISDjWzaf1KCovLyMiKZVl1Aw07jkdpt/4oimLFg7Bp8BaARio1hdVrybK9NjC22Fc595LxBrv2sye2Ie75UoAOp52qSklZH0xDEg6G8Pj8KZ/L0CNUV6xHAgUdelDSdTBCWD3kVplYXiZKyvtZ90w+Zl/r/kwUx1BUUUjLKCTcUIE3r8xRlTgh75WYSnVL+UZeeOxffPHRHDTNwz4HTaf/8HFOnRtWLyHU3EhZ3wlU10QAwdl31QExY0d7snciddqRO22X5ATbDEX1oaoCj6bj8fnRIyZ+VdDcGHbUKi1JSwxG4j2klElMiaPSiR72RlUjtqe/x6uCLEY1TUuNpggU1VK52NoP25tEdyKjGgSbw4Si7rF2wLBUocntKLq0EDY9lfj9fkKhkBN08G9pVT4CLpNS6kKIW4HLgEuEEP2BI4EBQEfgYyFEbynl9lnrtlN2uF+ptra2XdbbEB8+2f6UCCKGQsRQeOSuqxg8cgIPv7yQnLwi8spGMGDnSVRu3cyU0Z247pKTOPPSOxmz74kYUjB6wlQuv8nytnj9lRc5+tD9WblyJUZzAz6vN44Si1uHSUFTMMwFZ5/KiuXL2HP/43j+4/X84+IHyc0vImwohHQrKZduWKvoUeMP4J9XPMhRJ1/uPM8h085lxt2v8sx7KwmHgiz7dWHcis0tJgpNTc340zIwUdDRyCzogmGYHHvqFZimyetznsM0BQKTI487hUceupfs7OwktYQiDBRhZb91Mw8AP/6wkPPPPoVAZhZ3zLyBJctWcNLxR3LBuadz5EH7MGnCLlx3zaWYZjwjgTQp7dgBTdNQhR4FI7oT1l1Iad1TWFYuEM9UpFIduVU0dhn35Og2DLTKCjxePwVFpWzdtJoNa1agR+KDEwFUVWxma/nGuEHPYjtazv4KyQahiUOtrbJIPOYwGC7Dz9zCTnHvk5vhSLq+BRbDbltc+xLqdLfTPhZsbmDjmiXo0YnEXbauegvrVy2KtrEsyigkq6PchqluSfQWSe2uGv9pi9tA1BZfZgGmEYr+vjieKYqL3dBNhRnnHkZTUwN3zPqGGfd/xGvP3c2P33zisCqFHbtT0mUwL9x1VNwqPhw2MCXREN/SYcVsV1Q3+5BosKnrkohMR1OsDMBq1P5BKMLx3ohjAkQyo+Gci7IYbobD6qPkfTsGh32NNEGaoGkKmmYxLH65hjRPFV6/Rnq617LPECLORkPXTSIhncb6EHXVjYSDESeDbTgYJhwMO6oTPWIgFCUGNLZTFEVh+PDh7R7r/5fyv1ajSCk/lFLa6bC/AaKZAjkQeFFKGZJSrgZWAjv/WzdrRXY4sNHc3Nwud6iXv7Gs0nVTxKWDNqUFsA0T0jILWLNyMdeefyRTjzkH3RAEsjuwz0En4U/PYI99j+DAI0/H50/HMBUMU2HwiN045uSLeeHtbxm/2ygeevAh0tPTUT3JiaDc8sUXnxMMNnPDzPsYv+/hCC0NIaAh7EFTYwOjqkhUxdIz73fwSRx3xjXc/PD7zJ67kb0PPI5dd5/Mtq2WLvOtlx9LYmsMqWBIBV2PUF1dzc+/LuXzLxfw/gcfs2nzVrZVVXHfrRcC4E/P4POP38CfnskVF57OvM++pDloYAoFUygo0pr0He+UBGAzf/58vvjic7Jz8sjJs5im+++ayTdffcH777zJsSeexiNPz+GV2S9YK5QoYBFIyjdtoLo6dSZTByxE7y2EdK61zycCjyR1TiIoESnOCYmiQGZ2Ll17DyI9kIWiqIRDQSeJVCjYRFXFFnLzi4HUK/JEe41UICPOoDIRALRiA2Gf7zFwbMpziW1xtykRZLekMnGDDLddhn2tP5BNWkYu28rXOtcFg00Ws6SodOgygLyS7ghXMrR49Q9xLIOUMRWKVTZ+a0ncHigteaakBXLJKuzlyvBq239YbI9pCmY/cSsrl/7AXodfQ43encpgby6a+Ta3XHIETY2NaIrE50/nqjvnsHXDEj6edQx1Fcude9mp4m01wQ+f3kLtthWuZ5dxm64b6LplTBrUc9F1JS4IV2teGnZ+kURVnw0q2qNmAQscNdaHMU1JOGJEmQtr8/k0NG8Ajwg7RqD2/Gca0vHiamqMWCxMxECP6OgRnUgoQiQUwTAMDCN23I4s6hYZzZdipjAuTSUej4dIJNJ2wf+pJCn4/tAGFAghvndtp/zBBk0HbAOvUmC969yG6LH/iuxwYAPA5/O1WSZxALMZPJuKFQKO+MfVjBw3lcNPuoLDT7yAivJ1XPXPSXz1yavkF5Qw/ayrMVyufta9PZx/wfm89MxDvPXWWxSXdKBX966ttkUIyahRo5CmySnTj2G/YT4OHOnjq4/nOAZsmiqdlPduVZ4qJMN32YOc3PwoPS55ZdbdBDKzOXG6FcVUizIAjjeFVPj1l1+5fsblnHDU/px6/CGcf+YJBMOQk1/MEdMv5r0fmrn6jtkMGDaG35b9SkFRR/4x/ThmPfd8fNtdE391dTVTDzyQIw4/hNraWj795CMeuPdOfl+5nJKOXQCYP+8DCgqLGTh4GOdcdDUNTU0MHbYTanQispmK+vpa0vw+p+6kPnMDBzfYia6RU5azQUeCq627nJKwb4uiKOQVlqCoKvW1Vaxe8TPVlRVs3rCagpJOeLy+pNU6pFaXuMFFayAjlctr0kAUPf/LN+/EgQT3uaRrW7EncYOIRIYkqX4XGMkv7kJTQy0NtVWUr1vK1vXLieg66VmFaL6Auxm4bUbcC9OW7x/PesQAQmpw4ZY4Q2FhGX2G6jagB6vQ1KiBqJCYUmBKwZxnH2TOM3dyzu1LqA2WsnVrkGBQp7TX7hR37scjt11AWLdulpGVy6X3LaL34DHMvnsSn885mW2bf8Kf7kEIgWk2sX7Fh/zyxV1UlS+Js18A4tw97WMRkY9OFtKUjv2DbeuQBBhaYTXam4YiEfjE284Ixz1VKmkImhGKBTCkGTP8dIxeTYnX74kLDGa30QYRNviQpqSprgk9omPohrUZBqY02+2Zsm7dOioqKtpV9n8p/yFmo1JKOcK1PeK+hxDiYyHErym2A11lrgB04Dn7UKrm/rf6YYez2dh55/axQG6XxOqt67nq1LF06tKHq+/9AD3UwNfz3qTPoF04+NizAJg03JoMh40cy5g9DyQj3UeaFsEwfRimQAiTgDeMlJJXn3+U12c/yXlnn8UJxx9HRXVd1C4iugqJBvKyRUhJRmYOz89+nQ8+mc8P337GWZffQ5ce/Ry61w7nbA/O5RtX8fR91zDt1Mso694PISBiKNTXVjL/41cB+ODdN9l51G6Ot4Y7euXn8z5myMjxXH/XC1TVNvLN5+/zyJ1XMGL0RA478RJuu/pkPnn7WQCKOnRmW0U5ADNvmsHx047B53X53EfVES/Pnk1efgELv/+OytogF1xyFc/PepIDDjuRoaMnM/fnOn794QvSAxmUlRbR1BzivddfoGNpJ/yiGaRlBxIOB5Gmid/vRyUaFCnFAJSoBmnpvBs4xO0L4v5aziRmM10k23cA5Bd1JC2QzdZNazEMg+zcwrjzqQJdJaogEr+3BAAS60klEkGouSHpWd33UaJus/b5RObEXVcq1U4iCEi8v1A95JV0Y+umVWTnl1JQaoWSttuUqi/ceVDc+7bYAb9st2K3O2xbkghm1Kj3laZKwsIgWF9BekZOjNGSgsotG1m+YjXB5ka+mzeHsj4TKOkyBNOQVNUYjD3gWl688wCOv+BR0nzWdYX5aRx03MWMnHgGX7//EO8/cyKhphpKe41n06r5pGVYjJ7m8caFITd1S42QFLETHW9wCQ20L++H9YxRm492eK04YcwTmBLTBYASjyuqQDfSgICjHoorY6uKZEwtlBbwE4kagbrrldH/sc1sKJqCqZtoHm27QpbDX4XZ+L8RKeVerZ0XQhwPTAH2lLEfcAPQ2VWsE7Dpv9PCHQxsRCIRysvL6dy5c9uFga2bVvPc/RezYN4rAOwx6Vjuu246c995mp1GjefJO85h2KgJDBkxjp1GjWfhN/P4+cdvSF/+C7Ne+RCvoqMqHrxRxiFdC/Lwfbcx94M3ef2NtxnavyebyssRQrUGaXdW16jLqzsaZ1F+NsV5AXYeNZaDj/oHAMEEttFOh+3VFD77YDaff/gyz7z+Nd179afO9BHIzEHTPIwYuy8fvvcmF19zJwHNSp5mr9pNwKMKIqFGuvboR7Huoe+gUTz/6K18/9VHzH33WQdoAGzdvJ5HX/6as4+fSHNTA4bwIWQ4bnKTwkot//ln8xg6dBgdSrsw56VZdOnehwuuvhuw2IGOpZ05ZOJgwHI33XX0WG657R6kEI5axIhEyMvPjw6ibRjG2YBCugAE4FiuJeRtcV8D0UlJJoMQx4CyBUDjT/OTlVtAICPb6qPy9eTkFaN5/EllUwENt4Fm4mRvH0t138TxOFXkSCfWCALVDbSidaZMuvYHQYaUkoaaLSiaj7SMXHIKOqGoHoQSu3NbYCnW5tgiIDFiaHslTh0mYkyV7S4rkPgCOdRXbYoCF6v+1eu2cu6RQwg2WV5jX711NV+9dTX/uKEcRfVQXRWmuMtY8orK+G3xdwwebgVRs3MpFRZkcMCxFzJq33Op2LSc1Uu/YZ8jr8YT6MlPn93NljVf0GPwfnz+yoWs+MFiB/2BAg4//5e49iuqhkITYCAULaUKpa2w5U7SuYRy9q67Ogdk2InYEj2vnJjvaRjeMrxe1QFItjFonB2J275EStICPssNOGSBAltFYkZNCOyMr6Y0WwzT3pJ4PJ4/v0eK4N/2Jvm3myDEvsAlwO5SyibXqTeB54UQd2AZiPYCFvy32rFDgY1gMMiWLVvaDTY2rFnCgnmv4PH6iYSD5BWUMOfJm7ngyts4etoJbFy/loXffMoP33/O6hXWoPD4rNf44N3XuWfmDG67/xkCnhB1tTV8/+2XfPXxHJYu+ZVZTz9JSUkJQbxsLK/g07nz+H3V7wwYugsnn3gkYSWXhsrVqKpKXn78qnhA/76sWL6YVT/PZeiIUeimRUGrwkA3FTTFQBpBNq1bTlFxR/Y74HDOmb4/Dzz1OiGRTWlZD4o7lrHmt1/xp2WweMkKdhrczYpPIWybBoVtFZsZOWp8zBsBhcOOP49IOMze+x/D4J3GcseM0zjzkjvIyStk3nvPUVDUgXc+/Mwy8BPRFYWjVxeMGTOWo6edwLIlv3L41ImsXrmcp177BoSCIiBiSDyayg13PsWV553AvAXLyE+3wUIk2jZJRiCdQCCAjAKBtiQVIIitWONBR6K4J/dUBqOmG1C5ztVUVdDUUE9ufjGGKRFCYe3KX8nJLyG3oANCsfNCpAYDtrjzlsSt/hOAQGtjsClB9Xitz4TbuQOBKdF+STLOTHC5dbcx0W7DfW2wqY7KzatBKOR36A5CxZuWScXGFQSyCxApErbF+sC+X2pWw52YLdX5RJCWygg6Zgdi7dtA3eNNRwKGEUFVPQgBG1fMd4DGP2+vwuv3UlcTBCAt4CUcVYGM3ucf3HPlgZx3wwv0HzYO277RzpKel6ORlzOAHn2sSKhNzZLQ0N349esX+OqNc1jxw8vkFPWm/6hTiARj0ULj8ppIPyohTDTLOFRRnRwnhmG2ADAlblbcDTQSsYkiADX6ThmJ5+zfw2Ykos+nKajNSxG+Hihev6NKcd/LBjnehBwpiovRcdoVva8ZtfdQTNuttv05rXJycv4jkaL/u2Ipb//Hch/gAz6K/kbfSClPk1IuFkLMBpZgqVfO/G95osAOBjYikQieNgwxbVGEZMSYSbz0lcHn7z3D/defyCP/OgeAmtoG7rntOl5/+VkURWG//Q/mhZdfp6qqir59erLTkEuZst9EHrr7FraUb+KTD95m8LARZKR5+H3Vb8yYMYMrr7icS6+8BgWTHv1GMGHfqbz2ysu8OudFcnLzWbViCRJJfkERXbp249hjj2fMbrtT2rGEq6+ewU1Xn8O+k6fiyyymU7cBZGYEGDBoEGMG5JGenkEo1MyQ4Tuz2/g9qa/ZypH7jwHgy18qGT9xf+bPfY+1v68m3FSBaXbhpRdmsceECXToUIomDDRV5aVZD9Gt30jKuluU7RkX3ugM6pm9+3Hfc18ghOTGS45n7nuzOe2861q1/m5qauaNV+dw02334ssuo2fvgdHU5FZ+jtdnP8rtN1yIPy2dK6+5nsw0D4Jg0tp1zdq1dOpQguayg3BPvm5JVB0IKVOG943ZcST/8WUCoBDIOHYjVkd04jdNqio206lrbwBURVBQ3ImsnCIqy9fR1FhPekaOcxUkT+KJdUoXKHADn0SgkQwUrJODxxwc1367vsRJ2GE9EtqRqn2JbIZ9byPaoKqKDWTldyQ9q9B5L/zpWXi8fuqrK8jMjQ+u5wYMiW6siRFDFcXyCnH6KYUKpaUYKoneKTb7EDsuKO05Iurqaj357nvtz5xhE1j646e8/fjh+NOzMXTYtPorjr34MzxakOaQSvdhJ1HUeTC3XXY45934Mv2GWoDD75XoBmSkQ0QXeF2qoty8PCo3LSY9mqtp6hlvoih51vkUKFInAxGdjZ2EaUq8QafNeIgU9hkxAEPK44kxNfSIkfS/Tmk2ISNgBkHxo6gCr6oSCRsOQLG9ZxJjZaiqQm5hNvU1jYTttpnxZTy++HH7qIvX8cLMshSNiElGRsYfzu79/5NIKXu2cu5G4Mb/i3b8fws27JWIYcLuk6bh9/v58uOXCTbVsmzpr3Tt0ZebH/mIwmyFpx6+jWuvuYqHnnwRrwijYHL7nXdz6MGW7c03PywmKyub/j0tj6KPPv6YYESnpFN3Lr/iSoJKMfVhPwPHncDknSyjx4df+YWS0u6sW/UTv/4wn8suPo/zrryNw6aMY+I+k1i56ndqqipY+d23LPj6InJy8znquH+geTwcePChfPv1l/zw3df845j9+fzLBXTv1oVX57zM9MPHs3nTep56djZSQo8+Q4iEm7hxxqXcOAN+XrEJMOnWozcvPD+L4w/ciU5l3bns+nvp3qs/v/7yEzuP2SuqdjFQheSo48+kvrqcJx+8mTNO/4fFbNiTkKO2sAbx9EA6o0ftQk1QZfbTd/PTwq/oM3AkJcX5vPHys5xy+lmceMLx5OcXILBWjopLwaAbJvX19ahlZdHqE/T9KWh1B5CkAhkJcSTseB1xZVzgIg50COmy34iBnaaGOnz+dPxpgbgJ0Ovz0qGsFxJBXXUFNVUVFHboijct3kCyJWnJg6U9x9av+I6y3sn5Uew6VdfEbEjh9MD2gAzdMKit3EhzQw0dug2iuGxAyntl5Xcm2FgbPZb8nInGno5XSgIA2V5J/PktLyWSIokKIQk31xExQwSy8pHSMoS8/O6Pqa/dxucfvY+uRwg319BU9zsv3rE7Pn8G4VCIUHM9vYdNJpBVxKJvPqLPkHF47Jck2n4b3OiGID8bPN26Mnnadey+/1ncfNYuLP7qMQaNvciKMpsCbARFVyuYF247jJb7RprSYg9aWAi0pXZJJTaItQGE16sgwl7AiEMxusv9VYkyZIngQ3UBpkB2Bs0NzWge2yA8nhXZnmipjY2NLF++nOHDh2/38/1fiST1uPT/o4j2Wi3/WWTEiBHy+++/T3lO13V0XcfvT9abJ8qrC1J7LNjB+tyBfj54/Um+/PB5Hnr6VTLURlR0TNNkxoyr6dGjJ8cffwIAzz//HP+69RZ69+1PVdU27n7qIyKmj7SsQgypIAT8vuJXNqxexrBd9yUtkIkioKmxnlMP7IE/PUCvnj247Y67yc3NtXKkROXrr+bz1Zfz8fvT2P/Q46nc9Btvvv4ae+87mZG7jreeP1jDT4t+oF//AeTk5AKxle7iJctYuWI5kw88BLCo8wXfzKektBv772n9WTMys2ior6Nbj970H7QTvfsNZu2aVSiK4JvPP+S6W+9l1M5WWQ/huH6SUqDrOueffz7z5n6CoqjsPmEi4yfszScfvYthmEyesj977zsZj0jN1Ekp2bRpI6Gmenr16pWkXkgJJlpgMlLXb7MkdqK1+M+YbYUrFkqKoFIAhmmiKGqL6gZTQl31Viq3bCQ9M4fCDt2cmAK27YQbSLXsKkvK44ny47wXGD7+SCAaM8K2VbBVZy2wAK0Zs9rHTAnNDTVUblqJNz2L3KIueLz+pHYnimnKuAkw0f4i0VA0Me18Yoj2loaqxJ9fdf67ZsrzQkia6rfRUF1Oem4n3nrxIdatXsHko85j29aN+DIKuOuqo6mt2sKYCVM597pn8WqSlZs0mmo38OPX71K5aSUHH3cOeYWljpdYNOYVhhn/XLphAdf6RkF1xQb+df44FNXD1DM+AWEtPtygQ6URnydIRCl2mA37vJNbxdUZ7j62Io8mqCwSxK7LcflPMFJNC3jx+aJ5U6IshaYp0PQ7Ug2At8i5NhK2/st21FAgyXU12GypSJvqm1E9muWREraOKSI+Hb1QYqDpuZtb98IMBoP8+OOP7Lrrrq2WE0IslFK2nKnwvyhDBvaXH8x5ru2CbUiHfsP/Z8/wn5IdjtlobzQ5+8+iivgJLWzYx2IDX2HHHvy+chm/r1xBtx59SFebCYdD7D5uPP0HDMDE+mMecfTxTNxnCuPGjOSVN98nO6+Q3379jrSsQmfA69pzEF17DsIwLWM4KSW6YZJbUMLaVUsYOGQkk/bdi1vvfJhhO4+32mRq9B0xiW5DD0CEq1j1++8IpYBjz7yerOw8qkIqfi2M6i1i4M77kqE1Yj1B7Nn69BtIn34DCRo+vv7iI7749D322PcQvl/wBQC7jtmdE08+k8GD+lFeXs78+V+yft1yyjqXsaV8M/c/9hzduvdEiYIMk2j0TteEoGg+7rrnfmoaIni9HiJ4WbH0V/55zkWUdemGRzGseAYu1YhAYqIQCQW5447beP+dNygsLOKyK69ml52GWuWEiHN/jTOudLEsEgVBMv/bIt1u6/RT2Ey4r7XrV5CEgs3U19eRV1jSqjmJEILsvGICWQU01FUhFIVgU4OV4C0aQbYt9qI9tnKJIMXNYLjtM1J5oSTeLxXwaG5qwONLQ6geCkp74w9kp6wnvk3Q3FBNU/028ju0yOC2KHaf27EwIBZWvC2xs8IqipVy3h0V1KrbKuP3B/h55XL+dd0kQs3NhENNLP7lJ7ZuWokeCXHyRfcxbtIJnH/UAH5f/j29+o+gQ4GEglJ69DjZ/bSudkfbEPUgM0zBtq0b+OdBZRw8/RrGHXAea5Z/ySFnPM3j141j85rP6T5wMs2NYYdJsFgBA4+sJEJxzKjTVj9IEWUWbYBjG8C6gLAhHcAR16+J4MOIf8HcqefdbIQj6d2t+8l4cCRNq39tkGEk1hutw+u3MspKj4bm0YiEIzFGI2qrsT0sjO2NYueY+bNKewyk/3+QvxzY+PHHHxFCsGbNGrp06RJ3bv369QQCAUpL245L4uRaSNRVStDjBnDoN2wPjjvzRv550mFcf+cz7LzTQGa/PIuH7v0XUkpuuuNRivPS6dKtB6+//hq6rlPRlEl6xEDTNDyqZYmlm4rLZEBgD1RZWdnc+9IiqresokNpN37+fh4XnHU0ufnF5BeVkp6Rg4LJpg2r2bBmOaVdeiGlZMvGNRhGhEBmDunpGWRk5jBx0lSOOuGf+LUo8xC9x6fvv8HgocP5bfUmZl57AYOHj+LSs49nwj6WKujrLz9j6hEnkJOdTU52Nn379Ik+v0CXGhVbNjPtiAOZsPf+TJ4yhaLiEvwiGKeWiEgP635fxkMPPUxeQSGvvPQsPn8alVs3oygKvfv0Y86bH6GJmIuN/Uc8/7yz+PjD97nosmuY9+lH/PTzEnYeMSxWToikCc6UapJaxP09EXgkGo1KUhujtQY+6mq2YciECT3BuNR9napqZOcWYQI12zYTam4kv6QraRm5zuSUapJvjdFolU2Q0QRliKhqy17FxgxRE+tMdf9wJEzN1nU01ldTXNYfX1pGm/d2Mw8eXzqNG5eTV9wdoSgtshqA44WiiJYBlju6a9zzIuLOu5O0iQQgoIoY07Gmwsfct5/m0FPupsewwwiHTWpqQtRX/kLllg30HnUItc0KA0cdxBcfvkyv/iPwe6xAgBEjyogl2ZDEfypCkp4eYNrZd7Lrnkfy9dwXmXXXaXTtO4Zeg/fivSeP4fz76gk2W0agesSKqSGED8wQppDO5Gu/qTYTYLoAt9WfyRNuqqilcX1qv38J1wkh0CMmgQwt3k5Er0NGQuDNJxwFFG6PFM2jEgrqSexLYoZb1bHp8MSO2QzOdjDtqqqSnZ39pwcbf4slfzmwYZomBxxwQBLQgO2z2bDFMFN7JjkDBxJVgT2mnEB2dhaXnHkEN975JFl5HcnNL2Tw0F0448RDyMjMpqG+lk5denLH4+9T2mMoTcEGVM3j1OVRTdToIKETc+szTYGmQNcunQGdwQN60r1nb35a+A2nXnAL1TX10aBSpfTouxP+NF90BScJBZtobKgi1NzIFx+9yr0zryAYNhk2cgwDhuxMpreZn378jgvOPpkjjj6e9955kwsvu4EBI/fkoGk1vPHSQ/jT0gmHgnTu0tN5ZjtB2tbKGuZ//R1PPDCTVb8t46cfvuXLeR/w6DNzLDsHy7IDgWTakQfx48JvnT684b43GD1uInVV6/lt6U88eveM+D52TQbHHHscObn5/LpoIfn5+UyZepgDJmyxmYvYp3AAQ2oD0mi5FBOkzUa5VSZWvpXk+CFudqOutpqSzt2TXxjnvZHOYtdRQ0TPlXTuRWNdLZXla8jIaSa3MAaKEwFFqom3Ja8OIaDH4Akp2xNneJoCYCQeN6WVy2TTqkUEsoso7TkcRfGkVGG0Ni9oHh9ef4DGxhrSM/NbLBcXRIoYo9heSfQ4ia8rBjC8anzenfUbqpj/xWd8890v7H9yGRm5fYiEdTze3hR27k1VdQSqQY80IbX4sUZxAFzqtj55xzls3byGo067ic7dBzDpiHMA2GvqKcy66zTWLPvSKdvcVIuqWh4VTjRQNDDDKK7ROREw2ODDboKdciQVsLBBR2JdbnbCSv9ufY9TnUTFlBJkM0KvAl9BErPijrWhKAIzIXgZxACF7Rpr55CBmJ1HYtyRtmTIkCHbVf7/XsQOk7X135W/HNgAmDNnTsrj7QUbs7+Of6Hjo+ZZn+7/rP2fHL7bwZxxucaZx0+h94CR/P7bMn7/bRkXXv8UD95qDSgN9XX0HDIB0wRF9ZNd1CO6akukLEHFCj2ueqz2pGkRNmzcwnEHjqS0rCtZOXmMHjeR5oj1M6mKpClk0cQGAlVAWnqAtHTLUPGZB2YAUFFRyaVnHsbdT3/GkH7FBAIZTDnwENavW8Pg4bsyZMRoDNVH195DOf/qBygp7c7yX76mR+9BSOoxpIoQkt/WbOLM6Uewft0a9tzvEK6/93XS0tI5/oDBbN5SSbcOGSz68QfuuOM2/P400gKZHHfyOey27wmsW72MYbvuR3PEGghnzjiXy6+81nr2RFsMBLuOHssuo8exbPEvdOvVD7/XSsvmDKpOWRskaM5xd/CuRGNSQepAV21JKlZDj0QwTBN/1OBTEA9OUollZBoDHYGsbNICgzFNk0g4SO22zeQWdkJRvS3et8U2pgIAiGg6b3c5l9qpBZBhmJLmhmoi4SBZ+aV07DEMRU2OxNvehaeJID27GGm2b/KI2ZjY18cbXbZXnAkzaq+hKibNTY1sLl9Dt559o1FZJQs+eQZVVTHDNbx42xj2P/VzsvJ7EA5atgS5eemsW/4Zi+a/yjUPfuGAmrAZYxYUEZ87zB47gs1NfP/F26z/fSn3zomFKQdBfnEZ27aso0vf3Vi77Au2blhCQUdLFW97cQih0iiHIbBsIjQtheuoXaOzb8evSDye2D8ilhjOrjPhN/VGA/b5vMKpMxIBqXgxZHzgH1t947juOq6zZovxQRzVSYp4IGI7jYNXr15NcXFxu1JU/K/kbwNRS/5yYKNLly4tAoqSkpLtfukSVydxOu+EScqUMGK3/Rm3z5F06zOUg467iLLuA+jYpQ9ffPwq3372JjVVW4nooHoAoeBLy4hOSvErb79moCiSiKHiUSyEv3HNUu66dQadO5dx2ZVXc9zRh3HlGVOYdvJ59B0+geb6Kg7atTMPPvshvQbvhmEqrvwRgn898Rnd+w7H6/ODNPj849cY2u9UevXuS99+A/jmqy+46c4n8Hp9NEY8CGFiIjjwqH9y8AM38N6ch1i2dDH7TD6Ivv36c8Beu3DquVcxYswkMrPzyC/uQl3NNiAaEhnBM888Rb+Bw9i6ZTNbtlSyZctWevfpRe8+vWiKSB654zLefOEeTj57BnvtOwUSgIE9Wdc0Rlj0/XxqqirZXBVk7JjRAHiVWOIzN6gw41QnyUDD3dctuc1ujwgh8Xg1evQZHEfZpnJXdd8zFRshFAVVUZC6tRJct/Incgs7k5VbbLl4tjHB2myGe3/Vz58ydPejHYNQdxvs545PDBdjT8KhJraVr0GPhMgv6YaUIg5o/FEb8oyc4j92oUtasrdJFHu+Ul0gA8CMhDjx4F3YvGENJ55+CZUVW3hrzlPkFHbloBNvJj13ONUNGqrWASOiO6vtiG7w/af3c8iJV9K5a29MZzKPrsBd6Q2sdlrfVQVOvexhPn3rCbZsXOVqn0Q3BOMmn8Lct54gr7gfU05+y7o2MQurlKgyiIGKPUSbutmqSiSxH5z+SwAD7u+296li2304YCceBCimxO9XCOoeMMMtGqcCeHyxgF6JzEaix4mMJnmDGKOhmNs3MdfX15OVlfWnBRuSv202bPnLgY2CgoIWz5WUlLR4zi1ugJE4kLZGF1svjeDc66zomvb/zJSCC255lYrNaynpWEZTYx3enCwaa7dghJvIKe7p6JI9Uct1n6ajCZM0NYKqGHz9xadce+kZHHTwoZw8/XhG7bwT3/24hI8//oCrLzqZAQMHs3SxFVhs9Yof6TV4N1TFxNDtlb6g75DRTptz8wqpra5AFSaGVKirrWbosJ1I83stg0VvLkLxY4Samf3YdXTs1JUZV10KwPLly3hi1hy8Xh+TDjmJtEyrX72qztMPzGC/KVMpKcpDEGLzpo1MPXI6n37wNh5fNm+8/AQ777Irn374DlOP/ifzP3yJR2e9SY9B4/CKbZhYIawbdB9znnuUQGYedXW1PHr/bfQbMBg91MB3333HhH0PZtLUo+nbs5Tc7Cyyc3KTIl9av01scm9tYmrLhdatbkglUgpqq7eRlh7A6/O3GtnSrUqxi8mou6lJjGHQNI3Cjt3Jyiumass6All5KIqGUKzf1AYDieqc1sJ2xzxIYuxGS7YgEUOiKAoNtZWkZeSSmdvBFYirxceLk7YifFZsWEpucXc0TzxL4n4Wp+3Srf5wP0vquuOTrUUnTBfA3LJ5PXfedBmduw/mwhue5e3ZD9Cp+yBufeIrrjhtL76b9wK7TRmConYm1GyBWlVVrVwekUYqNvxMesbBSTFA4p8j/hNAUxUee2cD5ZvWWAaprvdqyjFXUFWts/T7Vwk1VZKWURjzOPFE7SAiJj5jAyG1K6aIX1i1yBa0wHi4QUZSRFEbMMUFABNOoDLbM8+0wYcnHQJ9EUI43iq6Lp3rAMJRsGZnjA2HDQeoJaa793i1pGfaXjddVVXR9eSkbn/Ln0/+cmCjNfn2228ZOnRouxKxJUqqQaMtsQcgTbEG9o6dutDUUMe0PfO5+KZnGD5iV1RNw06YBuBTIrz56nO8+PhMBvQfgMfjYfXq36mvr2fmbXcyZuxu0ckFMjMzOOigQ5iwxwS++Hwe/zzrHJ579pmo9XcLNGl0sC0sKmbRd/MAS2/t8fj49JMPycovRepNNDQbVFZsZe6Hb9K3/2AefPotlv34CWnp6fQfMIiqyi1kZGZRUpBF2LT+zOt++56vPn2TN9/7FDsV14YN6+nQsTO6rtOtZ1+uvvVR5r73Eh06duLq847k+BOms/NOg/EqlQAYUkURJtdfdRFffPoePn8amzeu4+V3v6Jrt15M3XskAF/Oe49P33+VgsISKivKufux1xk2ciyBqFezTwknAwhXnIzESJlJXhkp1CttxXeo3LqJDmU98bZaavtEIPH5A3To0g8pBRWbVmEYEfKKu8XcS5OAUey7iXA8MNx1Qoy9sL8710iory6ntnIDHboNJaewa8q63ff4oyJNk3CwIQlspJKYwWx0n/iJrMXros8fc3U1ef3FR3nivhuYMOkYdp16I4HsDI44ZwzhiFVnSZfdqNi0gJry5TQpeageayi0g0vV16ynrmod/YfviWEKdMNmqlpuh9soNbegA7kFHaxrbNVsdPLuPWQPFn3+OI9d1ZPhE/7JuINuBlxGkqZESA9C6iBcnnMJ90u0xYBkkJF03r3rqFGSgUnic1ntU0nzmxhCibm5RttmMxKatNkRqz/dnilubxd32wws4KFHDET0nG3X0Za01/vwfybib5sNW3YosKHr+h+2Sk60qXBL4kSVtBoTlskiQKjRykJ4z/WncdUN9/DWq8/iTcvhkpufpqmhjqdnzeSree9yxlnn4/cIwuEIhx12GDuNGBlVDyW7K+bmZHPAAQcS1k3mfvoJx512cXL7o2Vtn/9IqJGsrCynjqOnnUB6IJ3FP39HSWEBNQ3N5OTkcus9TzNw0CAAyiZNde5bvnkTDfV1HDVlFL37D+WfF13PS08/wLDhIyjO8QGNVGyrorKigoLCItauXsWu46ewy9iJHH3IPhhS5drrbox6nhiETA9vvj4HRdGYfOAhRMJhOnXpwQmnnMv5px3Jb8t+plNpR2qqrP57YNb7VFVu5fsFX/HSk3dyzj+mkpNXxCUzbmfCxP3xKHpcHyX9Zi61lZOUK6p+UaLGpfZva3tquI1F3XUAmIZBOBLG50/DiBrPthTKO5V3R+x3imc37HbZzEV+STdqt21i0+8/k5XfkeyCTkmgKhWzUdCxV+zeIh5wOH2CIBxqYuv6Faiah6LOA1BUb1Jd/w64SBSvP4NwsKFVI9FEaQl0tFXeZg+3bd3MXTecx+lXPMYeU05kxRpJZZW14rYnv4499mPR2rl8+dFMeu58K3nF/RGKiuZpYOm3T7JswePsPGEahSUdHTfa1u6fpL5wgVpVsX4HTbV+84HDR/PoNiuz9w+f3sf4g25A1byEXZGiJRoCOxZFfN3xbqep+yZmHxF/PDFolmnKFoGJ+/lsMaoXIXN3c/ZVG9x47XDj1n4kHGU6VB3bBc9JQucAlPi2+/zadjMbffr0+dN7ovytRrFkhwIb7XWBigMWKRgNIexVYSurAqIrGScUssQwDK499yAmHfIPDj7iWG66/BRqqiqpqqpi9cqRVG/bys677sYzz75AUVFxCkNJ4vbj7o3k559/Iicvn9JO3agN22qZeF2yIiSrlv/MrEdnctcDz+CJ5jDJzsnj+OmnUR3KYNWSb+nSbxSh5ia8ShhDWquIRj0dKSW//ryQt197DsPQUT1+3n9rNu+/NZsJE/fl+ptud9qdn5nGyBE7MWqgFTn1osuuocBbDeC4tzY1NnDXnbfx9FNP0rN3P+rr6hH+fN578yWklIwbvyeXXjOT7t26Em6q4YyzL+JfN8+ga5euFBcVcdHphwFw+b9eYuPa33j7tZfILepOpt+gd9+B+NSYTYfdd+74Ge7AXPZxI8GDpaU+t8VEEAyH8Xr9VoyDNsqnklQhwlOJqgpyCzuRmVNEONSEQNLcUIMvkAOtrJA69RrpxJdwP4/dB5Fws2ULoPrILSzDn5HXasCt/5R4fOmEg/Upz7Vtj+FWHbXcf45La/T3zcgt5ah/XMys+y4ls3AwaoaV+M/jsYxDdV0yfup0fvvxaRqaalnw/ql40wLscfijLP/qMTyah5sf/4Ky7gOiY4VET8i67LbViH+m+H03kPN7LQ+y3Oz4Yff3xR/Qa8j+sToUgaGVYJpqm+NZontri+xEEsMRLa8kA1fbptfGAjbJoCoCQxBns2sTC3YuGzu1ieFiKDSPFfTL3WZwxQ6J1qd51O1ilgEaGhrQNO1Pa7Pxt8RkhwIbWVlZKWm1d999l9dff51HHnkEiIUqtyVu9Zdi/EtcWdl/DkWRcYOOlAZrVy3h/BkPMmTwIO58aDYXnnkUVVVVrF+zgve+WkXHggx8SiiuxiSaPMW+RFDWpTvNTY3cduMlHHXKleTkFjj5I+yn1hSTB2dewCGHHsXQIYOc1ZFEsODntXz/9SesW7OKii13s2jBJyiKwqBhu7LPgdOoqa3lk7efo6a6gn2nnshjr/9Cx849uGj6eI479RIm7TnCsj2Q1uShaiqzn32aLRWVLF2xkp36lyGj96tuCHPXHTNZ/ftqNm3aQCAji1vueY4Vq8u564YzOOeKO3nr5cdRzSaOPfZYPCLClvLN7Dd5f44+8QwAmjwGBx15EmdccD1BpZANa5bz9H1X8vVn76JpHj77aQuaVJJiMNj95zaWdB9PlV8l7jPFpOb1+SntGh+gqr1htdtTLpG90DxeNI8X3TCorliP3LqevJKu+NKz4wOpYSWLW/LVHAaOPiTO8wTAMAxqKjdQX72VvJLuZGQHSIuyDG0BjEQvlvYaa7olkF1IILuw7YIucbITOwsBGfeZKE4OlOh5v8fktHOvJquwJ7MfOJUTrv6GNUs/p7T7aFTNg2EYIDTK+k4hT/uO+fO/xDT8fDTrcIJNtTzxxq8Ud+qNExuHZHbBybRjtzFJJRd/3DHKBNJ8Jo++V8WP3/9IxebfWPDpA/QbcSAR3ZqQhSKQIhMhDWfhAyQF4XJsclzqlERGoyWQ4d53EvUlutc60ZRx6haKYr2pCfV4Hc8V+72Tce1xu3Inut4Kj6162b5w5QDl5eVkZGT8qcHGX12NIoTYB8iUUs5JOH4MsFVK+VF76vlr90KCDB48OClroK7rTJ48mUcffdQ5pgjpbAKJKmKbpsS+23YJqmL98TQ1mmtBkSiucs0N1dx1zYlsK/8dgHtv+CeaohPwC6645mYuvuJ6Pv/2V7oU+fAoEQc8mCiOwWQcTU7s3va+hk5Bfi6vvP4e6EGOmzKEGecdwUev3E+2t5mAJ0TAE0JTTPoP2gmvV0UVBgrW9s5br3PByVMo37SeLj0G02/wzjz74Vpe+GQzo/c6jE/ef4Vlixex/1Hn8eArSzj4hEvJK+lNMKLSZ+DOLPhqHgIZN4HbbSwpzGf3saNRpIEUgqZgkBOOO4bfV6/ly/mfsffkQ3jnm80Ud+7NwOG7U1LanftuuYh1vy+naptlyxGWXoI6CMWDgkRBkhEIcNmM28jOTMOrmpR0KGXwTrux064TUVQVw7BcTw2soFGxp7U2XaroUnX1Zny/J/a/laPDin/i3iSCiB5JKmeL+/h/QtwJ1DRVpWO3QWTnl7B1wwqCjdXR864JBYkeCcXVIaPRacvXLsGIROjYfSiBrMJ2GX4mPZ8rjHjiuTbF1KmrWOv8pu3ZbGn3NcJEEabTbx7FwKMYTD5oGhkZGdx9Xm+eunEit56Wz0cvXICpmzTXV7N0wf0gJWfcOJ++w/Zi8uGncPvTX9K5a8+4/k0l9n/fGUfaKG+/fUpU5ZKdk82IMRPYY/IxbF6zkOb69dFQ4wqKEHiNDXjlZif+RZwrczSGhSlxNuc+IjZpuyduC1QIywA0YfNoalxZRYkxHolhAdSMrggBHo9AKDibfY1dp822OO3RlKTnSOpT1fLSsrf2iDua6p9VEsefP7L9j+Va4LMUxz8BrmtvJTsUs7F06VL69u0bh7pTMR1xMTSiny3RotYx20JeoqrSUV2owmT9+rVce97h/L7iFxpqtgJwyj8vsiaAcJBu3XswfOQoy04gttyJfiRYlqdYcccAh4mKSXF+OjfeMIMzzzyTp596gluvvZCfF8zl2BNPY8iwnWg2/NRVldOn26C4BGdPP3Y/NVWVnHretWz4fQmlvUc7q9W9DzyRvQ88kXA0MmL5prVcffqeXPyvN7jt0kMYPX4/flvyQ4wZiEbgXL5yFVvKyynr3IluZZ0BCAs/jz/+BAXFnbjl7me48PQjmDjpUHyqxXikp/mY+chb7D00wJ77HUJOURdCJmjCIDO7wAGLhq3ndZ5fZ82KhQwaujPvvj6LS6+9B7/HpLx8E/l5BXi8MbPNtlxdW4pGmSjuP3ltVSUIhYKi5EBciRNzSwzJ9oUriokQgsycIitpGApNdRWEQ0Ey80qj+VncNhsQaq6joWYL+R16Ulw2wEl3H9+W1APYfwowuaV22wayCzq3qBJoL3Xe0n+0JXZB0yu4/6m3+GjeArZtWU9Z//24/6pJfPPulaxe8jkduu6CNz0bv09l1a8fs9c+t9B34EjARDetcOmJQf8S7baSGI+ENraWzyUz3cTvDTBm0tl8/e5t7H7onQDoUQYB04irM6k/XJE59YiJ16smeXzE+shmPlpojxQx9qWVF1XLKAM91iAzhQuwdT+rDV5v1LNKERgt5HlxRw/d3v/Inx1sSHYIA9F0KWVF4kEpZbkQon1ZJtmBmA0pJVu2bEk6bv/pxowZ4zom41aP1rHUg5jiHJd8/ekrnDy1P2cfO5bzT5zA6UeN4exjd6OkozXRfjv/Q/r0G8See0+KrooBeyXcDnTaEoqVCAw0DDRMqWJKldKSAi6/9GJ+WrSIESOGc/bpJ3DPv2awdtm3fPX5h4wZEzPiklISibqHLfzqo+jqIz71thCQ7jVI9xo8NvM0tm5eQ3PDNso3rOTVZ++lV/+dqK1rsIIiCYXZr77OUcdN58FHn2C/qYeyefNmZyB+4/XXmbDfYTSGTP710GxKu/Z2Vps+1SDNI9n/sJPYba+p6KaGblqTYXog08odQmwl2NRYx+znHuGYfXpz/y3no0uVmQ+/xbh9j+bTeV8weffBHDp5DCtWrEzqv5ZWCTYT0tKWVI8UGIaBomhx9bb39zNpG2ikcsW1xaHiFUuH7/VnEAk2sGXdr1E7JejceyRCQFN9JRUbluMPZFvGy+0EGu1lLFKlrW9NFMWOu5C6B+JtpWQbW+ryqdq4rWIzk0aXcetVp7HXhDEccdSRDOhTyNV3vIQqaxi6y3gmHHY1G9ct5+EZe3LAcTMYv+8RCGGFI9eiKe4dFYL969ordWdsiG9jW6t3p19cY0unHsOprljjsA+qKlAUJcoaxJiNlup2H2+JwUjuo/iU9RYbYX2X0rItMUwrnojNcCgCIhXfoio6mibw+RSnP5JZEBF3H1VRojlXYqyHzeTY+6YpMQzTuX97pLi4mLy8vHaV/Vv+sPiF7V7kEiGEB0hrbyV/OWZj/fr1vP3220yZMiXl+URE/8MPPwAwderUdtXvDpjkrFIkvDvnYR665SzOufJe+vTthx4OUV1VwR577c3a1b/x1bx3Abhsxr+sehBWvARFtZJIkbzitVUSNgMhpaSurpZ1a1bT2NTIkGGj8Ps91OsZaFHvi4DSFNferEAa0487likTJ3DfQ49w6knHcvxx0+jRpQOSCAYa3/68msqKCt78cjNpaelsWPWjlRDNNoKNDtiZ3iC/LFrA9199RO++A1j5y3zreHYe895/mU2/L+KRp2ezpbKKa2+4iZdmv0youYljp01zdKYCk6qqbVx9/nGcdelMCgry2Gnn3SgptuKjqNGMr5fMuMvaV2LZYzeu+52MzGyyc/PxYLDg2684+YQjGbHzGG6892V69BnCr0tWUljahbtvuZi5774AwMT9j+Xis45j9jvfoCgKajRIWmIWV/fKN967I1HfnjDxI6LvRfvUJbH7pj6eWPf2isfrp6hzXww9HDXQixlP+gO5dOyR60zyifLfMgS1JRVrJETMCrElFiMO+Kdg+BLLxF2b4p7r1vwGWEGf7KB5eWlB8np15NIbHwZgdbmX0o6z6FjkoUOnHojou2masfvZXmZJNhoi/nliK/volxbekUSjcEVIegzcg9n3nUhzwzbSMvKtEODCjynsTKjxdWkJNg92MC7FlXytRQbDMQxNYDEUyw5DuF6bmKeLVVZVQQjDUjEr8WOlE4so4aeIU+Uotm1GPLORqmx7JRBo98L6fyZ/AjXIvyuvAo8KIf4ppWwEiDIa90TPtUv+cmBj69at7L///tGVpiuKZApPFNM0uf322wF45ZVXuPDCC4H4Aa8lw6/Ec7vvexSNtRU8fvdVKKrK0BG70bVnPzxeD2P3mMTH36yiuqqS7j16ONcUd+wSG1ykSApba0d0bA4Gufj8f/Ll/M/QVI2Oncrwen2s/G0ZmZlZNDU306f/YCZPPYYD9t8Xn8+PER0VPMKarIs7dOD6a6/humtnRDvEmlZMofDpB69xyBHTyM3JxDR00rOKMaVwVmvz33+GAYNH8MPPH3Pdtddw2skn8cnceXz23iy69ejN6lUryM0rZGvlNurCAVCzyMjIZMY1M1i5cgV333UnOdlZ0b6VDBgwgK+++op7b7FcdG++5zkKJ06Oe2YHaNmBuqQ1oetSZWtlDZUV5cy8+TqOnHYa51xyPV8sWMotV5/JZ++/RDjUHNePU6ddyivPPsDCRb/Sd9BIMj0hpy1W5dGCLf3nZeJucsGMrDxUzZtkqxF3XQsTTGvXtHVta6JqXuzG7z4wnXm/NjtqqP80s/xHjEOt66BDt8EoampPg9ZARuLxttRjtkgpKOnYle69+rPf1KNjx6PX+zULVHQpipCpm+SWdETVDFdiMutTReL4ULTx+zgLFFPy9L2X07PfCMbsdWiiTWdKSQvkMGrv03j1gcM56oIPrXrUfIwENigpaVlCgjNFSWYxktQpiYG9nH3h5DmxxcYCNiCxwIZA1SxgowgIR6zrI5Eoj2tHJY1+ejzxYzTEAoHpkXjVTgvkV6uydu1ahBB07dp1+y/+P5IdIFz5lcANwFohxNrosTLgceCq9lbylwMbALfddluSLYYQIk5V0tzczPTp01m/fj0jRoxg8uTJzrm41ZdDHUb3WxhUAhnZHH3KFRxy3Pk01lXx44K5bF6/kmcfv5vH77uZS66+meEjR4MLXNTXbsPnT4vGZhCEDC9SShYt/Jbvv/mMTz98g7sfep5ZT9yHonl5Ze7vBDKyiBjWhPHx2y+SlZtP9z4jWPLjPN595XEeuGMGA4fuQm5uHjuPmcDEvfdBURRy1BoANDPeFVQDenTrzGOPPEhYh9POu5qcYiuRmERQXbmJ6y49BYC0ND+P3HEru40cyqznXiC/oJDGxgbG7jEJPRJh5YpfeeXFJzhu2lG8+PonrF7+AwN6d6OwoADpuu/6DRsA2HvyYUyeehjDhg1zJhU9CjbsF88GHxKBIRUWLVrEeaceCVhBhM665F888/iDPP7ArTQ31rLPYRdg6k0oqsYHc+7l9CseJ4yfE86/i8vPPJhLb32RcWN3AXDsRBInqaSJvYWxwF0uPSMndrwNkGG2cDyl6qUtlqSFxoWCjQQbqsgt7Iwp4fPFjQghCDY2EGyui4sG2h5xh11377dXWrODMY3kCI+J9dvGkymvT/DsSJRUfdShtIxnXv8Wt8tsou2Dpkr0UC1CmnH3dlbeUnGxkPHn3Ma5bglHQrz6zG106TmQsRMPadFOxR5wFEWQGVA47JRbOO/gLJobNpCWUQaRShQZxNA6IEU8qHBUO2rLwKItkJHKRddhO6KPZHuUxHk/eTJBWsDBkO6AX/a1dv/YACi2nxiFVbMZRxF/v+2RP7vNxo4gUkoduFQIcS1gu+StlFI2t3JZkvwlwcawYcOSjkkpqa6uprCwkPr6eiZOnEj37t05/vjjmTlzJuecc45TVgjXoJGw+EVJYbsRPaubCqo3QE5BOntMmgbA9DOv5KWn7uLqi0/n7bk/xV1XV1NFVk4+Xl86plRYsvhX7pl5ORVbyhm35/6sWrGUDRs38/7br/LaBwsw03LQTRyf/nH7WqsyQwpG73kwo/c8mM1rfmXNqqXUbCvnmUfv4pXnH2X6GZcwfvRQANKjVLAiY5/7jNuZJx97mFmP3UWPPgPo3mcYhZ0H4VFNXnnmLgAKiop57dG76NOjG6oZ4Yd3X+S36ghTDjqE+XMtFdHN973MPbdcxPqVi7j0mpkM3XVvvCJChe7HRx0ejwefDHLySSfx8GNP8uE7L/PhOy9TVtaF3facRFNjAwcefRbdevZPmtwadD+mJ4/rLt0PgG49+9GlR1/CkQgvPXMfVz+8iMuO7caKX+Zzw6NfA/DBnHtZuWQBe0w5gbF7H82qZT/y3mvPsPOuYzBMBa8aP8m1OPknjFWpJtrKLetRVI3cgo4t1tfSwqy9DEgqSXSJVQTU12ylassacgvLQJqoUfWOKSWqphJsrKaxdisdug2lZTqnhfv9h0BGjF6XlK/5hS79RqesvzWQ4dwjQa3ZUvmWwFyya7NdjwRpMaSpgrSlam9b4vX5eeaD9S41SXzbY/VanyqS7AwJCHabfDYfzDqTA055CY8IIQhacdsTQEWip4Zh2iyhSFKftAUyRIoGOjlNEsCBqgjSCwe57ivRNOHaj2WflUm/mYjF7YiWjzjPYzMcMu7+7REhBGY7k/39r+S/YXT9v5AouPjlj17/lzQQbWpqSjpmmibLli0D4NZbb6VXr148/vjjXHLJJbzyyitkZmY6Zd0DiKpYmVcT3VktN1gTTTGdc/a+bRQlBCz67nNmP3UXx530z6gBWcxoTSgCw7RW75u3VHD29AMZN/FQnnxtISedcz2ZWTn8+vMPjBw1jqycvDjXwvgBL/acXXv0Y/zeB3PwMadz/3NzGb7LeK679DRmzvwXdWEfEWFtplCd7aAjjqaqqhqAdWvXE2624mQoSI75xwWkBwIcduQ0+nctRTXCCNOgMCeLlcuXAlDcoRN9+g+ha8/+PP7qt3w+9yOWrVjNsvVhbr7jEQ7eb1d2GtSbWS+8BsDoMWO46oY7uPSaW617rlvLc08+yGuzZ3HC1J1RRMwg8YsvF/D1tz+y/LeNLFy0nOrqary+NMKhEFMOOZE1K5eQX1CCGbXMX7/qRxqD4NEkZ131CMeedhWaItmw6ifeeeEOgsEmXnvpWRpDyTYL7THsbMm1VQgVo505GJzfMIWh6R8ZeATWpFi7bSN6uIn0jFw69xxGdl6xs4Ks3roOAI8vjaLOAyjs1BcQ1G3bSCi0XQuQ/6iYpo6iqCiKC+C7zHW3R9oyvjSlkjILr+0emvy/koCJokYNHV1tcntXpNpst9tUx/MLiskrKHYWNW7D0URDTyGsd9mjSaaeMIPMnHw+fP5cVEUiVA+qojhGlolGnY7rqeu4YyCa5Prasr2MVVfyScOQlnu5vUkIVv+GYejR/oz1rRm13/B6BF6PwBPdvB4Fr0dB02LfPdHN3vd6o5tHwaMJZ789EggEyMjIaFfZ/40I2u/03fK2I8hfjtnwer1xKhFbVFXFNC1L5m+//ZZzzz2XI444grFjxzJ48OD4silWK7auU4pYjgUwWLXsJ7aWr6ehvpbs7GzGTpjiqDk2rF7C9RdP47rbn2S3sbuAKww2WJb4hmliSnjiwdsZvcck9jv0NBTF4Mu5b1NS2hldD1Nc2oNm3ZeUgdYeHDRhork8R9zPfPTJlzLpkJO4/uLjuODM47jzvkfxeL1kRw1KkSYVFZW8++VqNm+LkJNfzJaV860IE4rENHWaGhsZvvPY2H2jE7sRDgIQiYR56uVPCJqWEWjHzj1YvPhXHrxtf3YZN4VTL3+arh18nH7MBKbuN44pU6bQd8AwTCnJzsmle69+rFy+mO49enHkSZdgSmiKWK6qd15/DuvXLCe3oCMF+XmMGr8/qi+HMeMm0H/4nrzw+O0sW/wDVxxnsXd6JMwL95zCmZffz4T9p5PuNQhGIC+/CIDv5s1h0VdvsWblL1x40cWkBzKSgns5z5lgC5DoyeIW1eMh1BBMCRba9DT5IwDD9Y421lezrXwNHq+fjKxcPB41Tt0hpaC6Yj3ZhWXRYwLNk+bQy1vW/kIgu5DsgjIU9T/zl09tCJr8DEYkjNpCluaWgEObNhltsDWpAIfdHvsOAIqUdOkzCsNV3gKWFtOgEp9zJr6u1o8r0QtNp2CKMSfaDvu/nZ/r4cwrHuPCaUOp2PAd+R1HoHgUx5CyJZuGVIyG7SHSYjtTdH7iMTv/iW2XoaiSUH05Ir0rIhrQMLF/HLsS+6lTsBQxGxBb1eJc3aKbb0vSWmLOP4NIdggD0f+I/OUgk6ZpcQG6bLERvWmaLFmyhBdffJHKykrmzJmTVFZxMRkxVzYrOE/AGybb18TXHz7Fsfv05OZLp/HJm09xz43ncOXZR1BbuZkfvv6AWQ9ey3nT9+a8S29g19FjkgISAeQXdiQjK48H77qBHxd8zhkX3opuCHRT4YcFXzB+n0P5+cfvyS0sJWLEfopE11yLaTFRhemwK5qwNoCcvEJueeBNwuEws556lKDudVZppmkihKCmrpHOpflIoaJqPscVMRS0jCnffeu1pH7q06MbAPtOOQzhMlMfOXpPbr5sOrvtfQRnXP4w+Z1Hoau5SFMSMRQ8Hi+HHPtP7nrqU56YM5+xe0zB6/XTZ8Awbrr8FH5a+C1hXWXZ4l9Yv2Y5XXsPRUpJn8Fj6DtoDAUdenPvjWezen0FC7/9jDseeZ2iDl2c+8996zHenHUzfo/lTpvpC2NEGgE49p+38+Crv/HFB8/zzON3Y0RjiWwPHZ5qcPD60tA8fywFW3vvn/i7SykxjQg1FespKOlCadc+eLx+7OBqcQyd5ooz4qzKBRn5nejQfRimadJQs8Wp949IqsBb1n1antRUTSOnwApnnxjY6r8tDqPRkkuyaVBfXR5nhyGIMpsuxjM1u5HAYrbgSp/IgNjn3OKUVSA9IwNNU3nk5mO47cLhLP1utjO2la9bSCTSiKJa4OLT2Zfy3tOnEQ41pnz+ODdhRcRtqZiWFtVTUVBh6CbS0EGoUcYWJ8CYfb0dANHebIZD04RlVBp1f7Xce+1gYDEWpjV33VSyfv16KiqSQkD8Lf9hEUKkb09MjVTyl2M2unXrxhVXXEFaWhoHH3xwnOtTv379EEKwadMmPv/8c77//nu83uQJIo7ZSHR71IPceO2FLF70DXfc9ziDhw5HlypzXniKmTdczlGTh9Gn/1D6DhzGI8+8Sp/efYhpH+NXy0IIIqEQgYxMMrJyyMjKpTEiMKQgK7eQR++6mr6DRzFh/+kEdc2Je+GEQ4/mZQDLWE1TTNK1YHQ/muLZzrKo+fjHuTdx9dkHcfhxZ2GnJtUUga7r/LZ4IcXFFiNU2mtktK06VZWbKCwqYfo/TkfIYLRLLCBSXW2pXp5/6n6mn34hWsBiDw499jR23X1vMjuOpDmks2DubN565goOPO4yfl6xmfr6Oq467xj2nHIMV9/yMIcedzYNjc1sq9jM+dfP4urzjuayuz7i/TkWaKzYvI5zbnqbTp06E2xuYs3ajXTqMYRff/yOYSN3Y+SYvXjqrSVcf+GRfD3vLcbtfShFRUX41Fi+hZLSbjzz/hrUQBkbVi8mFGxi1KSzCeoegrqHgCec5BK7PZKWnok/LSvp+H9CW5zokWHoOtUVGzCMMCWde9G5x0AngZsmTCcpmNvOoEufkY6qwF7V2m6uquYlv4PFDIWa66navJLc4u74A9ntal97g6Cleh5V85CRU5S6XIp6/y9XgaYeobZyPZm5JU5o9FTvRltAMR5kJBraWscTmQ7rwzYYi/5O0f9/bmEZmghRW13Ju0+fQX3NFjxeP+/POotxU68hLaOAH+Y+RMXGxQBsXrOQ6dd8Z90n0UYj0fskCegkMHgiBkbtc7bhZkSYmFIkMbDu+yS6wipK8jGHWYoet1Uyf8Rpo7GxEU37c09jf3VmQwhxNrArIIUQ30kp7/wj9fzlmA2/388rr7zCs88+S/fu3XniiSccAyF3cJfjjz+ewsLUORlSBQxC6nz01nOcdcJ+1GzbwqyX3mHI0GEIJJowOPLoaXw0/xc+mv8Tjz/3KhdddlUUaKQejISQ/LDgc6YfPh5N87B40Td89dl7mKYgGFEZMsqa+C+88Xl8/oD1Z4uuwewAWH5Nx6/pZHmDZHmDNFUsYfbT9/PGS49TX1OOXw05DIcqTHr3HUhBUQe+/+aLWDuQ+Hxe3nj5CcCaOKoqyjGNMIr4f+ydd5gURdf2f9XdEzfnZWFhyTmDAhIUc0BUMIMCRgyomCPmnAXFiAkD5ogBs2JCJSM5w7Lssnl3Und9f/R0T8/sLODzvM/7it9zrquvmemurq6u7qm665z7nANPPngDOTm5tGxZhJAS4Vj1dmzXhqyMdC66fBppaWn2tVJTvHTu0g091MjVEwby/L2n0bbLIBb+8jX333UzAG079aKgVWeWLV1E2FA54oSz+OyDV0nJbsvoM29g2nkHsHTBF/j8aRx07Dm07zYI1eUhFAwhVD/BQCNp2a3ZvnUjq1f8js8juO5OM7dNbl4BR5wwMS4Ql6JI8gpa8NKjU7j6jJ70O+BYli/8iUWLF1NRE0KXgpCumUHJEv78e8sd2LFlNXokvMdyTm5C4v6k7x6xZ19btZPNaxcipU5+ixIUzD+piPKIwATLie+cxdnY08To9qaSntuKiu2r2LllBZEoD2V3AMzq439FKravob5qx1738d6U+6t8j+a8kHQ9FKcRAofmIkELs7dbrJ6mmg6I1w7FtKqxAF9CwBX3z+O4cVeSkpJCJBzgi9ev5JOXLgbg+w/uYPPKz+l1wKkIoeBPy6d82zIa6yoQQvDDh3fz25czm/RB0/ZZ3A7sTXVoHZyaB4sbIqWCyBpEJNLUhLI77VaMb5Jwv4qIAymJ296Iruv7BNj4d7f/YzkTOA0YB4z/VyvZ58AGwPDhw/n000+ZO3cuTz75JMOHD2fJkiX8/vvv9mo8FAo1e34ygtqW9Su587pz6DtgEPfPeBFfahqGVKiqqmHzxg0sWfQ7WZmZpKak7Haws2o2pMJncz9AVVUihoLH62PtqqW2TbJ1+56cfcVj+NPz4yZMRZG4VZ3aXdv47vM3eO25+3j58Zu4/6ZzGTfmUDat/5Pffv2J0Yfsx3kTT+GDN2chQ5V4tTBeLUy3nn3ZvOFPhDTs7fjRx9KqdTt78Guo3o6MBAjrCq3bduTPFUuZM3sWUsTHAnlg5nNcOGk8E86dgqo6ei1KtPvig+fZuGYxGTktkVKl5+CT6TbwOADWr1rMKzNv4oJTDmD16nU0yDwCjfVcfWZPXnjoYnyp6bTp0Iv7XvqDMy66E0URuPy5+HK7snj+axS17kz3PgM5cdx5XHb2ccz/+mNSUjM45JhTUVUtjsirRgl4SINP3pgOwI9fvMZLj13GZeMGcdFJfVmy6A9bGwRJJoM9TGBSCsKhEIHGeJW1BQb29K5Z35MdE0gCjXWAgaoqtGrThcKW7XC5tCSTVvx3i5RcuXPzblrhuKYQ+NPyKWzbH48/HUVRCQUabQLunkDHX5VgYz2ae++CDCaaJJJF+o0rv4dnFkfEJJbXx6pTjwTQ3J4Ec4e1xYOOPW3Jrum8lvk9fhJNvKammFuKV9Kz3wEcfcYdttvwSReaWsCikt6ce+O79Bt2CmmZLTh+8mwAlv74Iq/cfyjfvnuzGdMkwVySSDK1wIXZroRooqqI2yyRhg6RWps4ujeuqroOwZAkGJLouvk7MZ+LDdYUEbftrSTmw/qv/I/LvZjBu94CHv5XK/l7Q8I9SL9+/Zg/fz5PP/00Bx98MEcccQTto0G1nn32Wbp37864ceOaqAqd77HlZtqqXXeuunUmTz10Pf0GjWTwAQdx101T+PSjt9AjEQpaFJGdk8usVz+0Bwxr8FUcf5yYT79Cq9bt+HPp7/z0/ZcEA43Memwao8dfhxCCkB7hmfsv5tdv3+POJ0zXUq8aoXLXTu676xI+/fgDunXrzuADhuL3uOjYoT1nTZmG5nJjuLK4+Eadn7//jG/mvsJzM+7g4stvZMwJxyP1MC5NxA2A+Xl5PPjIY5xx7hUoKa0RikZEN9AQ3Hj7oxxzxEHcdstNnHfUfqSnxsxS5RWVHHFQyyRxCszf61cton3XAQSCOqdd9qJ9XouiQp6+6wxmfNSA2+MjO81g1dKfzf6JaqHOueYFuvc/GLdL2sGDpDSYN/tSvnp3Oi6Pl7efvpyGyk1UV+3i+ovH8unCINff9Wz0GRp2P9vPVVEobNWB0i1ruOfFRWTntWLysS3YsW09N1x6OoMPPIqrb7jLXAnZ9vPkq95k4ktJJ9BQS0pa5h7LNlGnJwEcQkjCoQAVpZsINtZR3K4H6RlZ0aNNJ1JrhSOERAU7I+lfETtuhKKSlmVyKeqry6ivLiMzvwR/eh44QMXecE2cKnBneV0PEwkF8Pj23tTbLLAQ8Snmnb/3ZI5x/t+tOBASgTclA7c3BYsQCjFzB8LMphszAcS/H02IkQlkY0UkJkiTcaaVRK2As51mwkedIQefRPtuQ1ix6FsOHHU2+x84Cp9XRfMK8luWEA434PP7ad3pAL5683oARp31DL2Gjo8LX+6UxFRRwkEudfIkDCmb8CakHsCoX49wZ8eAhpVKPsFUYt27lDGSaBTPJiWnOvvhr0j37t3/+kn/q/K30Ez8WyKlfB14/d+tZ5/TbNTV1cX9VlWV888/n82bNzNw4EDWrVvHxx9/zNy5c7n//vsZO3asre0A2LlzJ6cd1Zth3VPZsW29vV9KOOK4M7j2rme4ceokxp9wIO+/NZv2nXow4pCj8flT2bJ5E6GIYrvY2ZtDnW/tk1Iw5rTzaNu5H/ktinn5s808/e5y2wXQ63Fz+vm3sOiXeXzx4UsAbN20hvNOG0ltdTUpKams37CeHn0Gcd5FU3H705hw0uEcf9gARg9vyzUXncqbLz3O8GFDefjRGTz/5IPce8f1bNmwipb5GbZWQwqFLl26ALB962bThdflQupBVCEJGyo9hoylTUl7Hv/oVyKaDynM/CdHjhzOnY/MZGCXbAZ2yaZy1664++454EDWrlhA+fbVBOvL8HsFfq/gwKPG8dLXYfx+H5pq+t//+t1HAJR06stdL62hc5+DAZPprghJsH4HT952MtXbFpOZU8iN973KVx+9SEpaOgUtWnHO1PsI6QpWhs/EFaQhYdGCHyjdsoYzL76Ldp16kJmVyRvf1+Dzp7Jzx1bef/1ptm3bgv6vZC8FvClphELJ3Uib03DsLtdHsLGeLWuX4PX6KenUC5fbFb9iTiAgOr1qpBS2OcWa6BLH8ESuRXP3m5lfQm7LLtTu2sau7at3e85fMakYeoT07EKcwcWcbZR/EdQkyu7O2Z3mwT4uDbRmzChAHBm2OQJoIvHTeb1EE0syLYdTq2KSUSUuVZJV0J60dB+dunblsNFnsmT+a2RlZZCWkYPPI8lMVznxvPv46PkLmXz7N0y+axEX37+SPsPGx2ky7Pu2TCIiCVEzgZAphBn7oolpA53EQHGWOSUUloTCkkgkfnNmp7XPiZJK7espVq4U8ZeJw9u3b9+tFvvvIIkhDf6V7Z8g+xzYWLduHTU1NU32ezwejjvuOKZPn86RRx7JgAED+OWXXyguLqZv377Mnz8fMDUeXXv2p6RdJ3aVbbYHAGsQ3e+Aw5n17m9MvelRLrjyLkq3bWLt6hUcPuoUnnj5C8LSQyCiENRVdKnGqeYlgohUiEiFUDgMqsZ3X81l1MkXkpFTSGFxR1tVKoTkpLOuBeDBaWexc+d2LjvnBBRFY8WfK7jy5ke48a4nueu2G5hy6RU89eRT3PLgi8z9cQvnXvEQC3/5kj77H8JHn37LHbffzmuvvkJF+U5CgQaG9e+GZoTRDJNfkJaWSqvW7ejewwzklVvYhpS0dJQo2VCXgguuuJVZTz/OSx9+QW1qIQAnjh5lZ3Mdf+4VpGTkRrkPKiFdZeCBYxg5ahLBxjquO72QyUcIPnzuYvRABSk+gccl8bjM+z35rOsACDbW0bZdCak+A7dL4vMYVO3cyNRTOvPL12/hTclk+uwf6X/A0Rxz3Mm4NQ0pJSmZLWgMmWmqTTOVOYBZbamqruWqs0cCMPr0qXg0w9xcCj37D2PSpffh9aWguFIIG460838hAVlKajotijs0AQFOUfawCSmpq9xJQ80ufD4fJR17kVtQhKooONOkO4GFM6S7czJzklNbtTPdu20NSsIt7ekePf50Ckp6k5lfgmHoVO5YZ6et/yuDnbM/XW4f2QVtkpb7V+JsJDOr7A7MRcJBvvn8PYKBxqSAo2L7Ohrrq+LqidW7e9DR1BuF+M8k95YMdDivZfE4FCHRNA2PS8WlSnaVreOxaafy7qwbcWsyuoEiI2TlFaOpgsLibuQWtrMBRDKxvFiSgQvLG8YidCbd0EFRo2XjTR0W6IjFNIl6sBhNj+1J/oq30saNG9F1fc8F/49E8o/gbPyPyD5nRsnIyGDcuHGUlJTw8ccfs3nzZjIzM+nSpQsdOnQwiYyahsvlIjMzk4MPPpgDDjiA448/nvHjx/Paa6/x9ttvc+GUywkHG5oMCroUZOa2IDu3kE7dB3DcKefyzmtP8v1XH/H8kw+gR8LoeoSU1AyumvYgww8+GpcCX82by2+//EhF+U4WL/qdbZvXc+iRJzD21InM+/BlJlzSG4h52+uGYOPaZVjhdicc0YZx51zFd198wM0Pv02XnvsRCoUpKx3Pl5+8TXHbzuS3H87OenjklrMBGDPpJgBum3IYdz70LI88/AguI5oXRI+h/bzcPBoa6ggF6vD6PeguSTiio6qx+AclHfty/Knn8sU33zNqzKmkCYVMNcIhBw7Dm9eRcy+5mbqQyT+J6NaIqnD21c9w2uQ7mPfu07z21E18NGc67Tv35IjjJ9p1p3kj4FU5edJVvP7cvWxavYCO3QYQCAt0Q/Duyw/QUFfN4cdN5OTx55KW4sKtGZw28ULOGHMQo086ixcfvZyVS3+lW7+DaJnnos/A4YQNNxFdEIioSOHhvKtnMPKYCXY+BstbZdrD77H0j+8JNNYzZmRHHnnpezOHitv0vrESdUH8JJH4JxdCUFezCyEEKWlZTQCHjLrZNufR0NhQS/n2jUggr0Ubc1B1ueInHnbzXTi9HExTipTCzN9hazji26Ag91oTYea9cEf5Gwql6/8gLbsl6dktQVHi2mkg4jQnid4EUkq2r19MYZuuce9Zsn75d1ZuAtMjJ9nk/varT/HoPdcx9Yb7GXPauTHnD8wVdDhkmvnizk0wmzg9KVTRNO6GgYh7/oltc4rTxGKe2/Q8BYluhKjcuoi8toMxJLRp142Jlz3EwOGj7Pa4NInb48Hl9tkgwqzUMpMlkpNFNIpnU9JqIjBNxpcQAqQ7FaG0bhIszOofSB5yvDn+RWJul39FdF3/L2djH5F9DmwUFxfTrVs30tLSePfdd2nfvj2VlZWsWLGCP//8k0AggJSScDjMzp07efjhh1myZAk33XQTmzZt4oYbbmC//fajpGNPfvnlVzoPML1CksUOAFBUN2NOv5jjTrsE3YD62mo0TWHOrAeYfv9NeFKy0EON3HXTVZx85oW0ated48ddwsvPPEBBq3a4NBVfSnqM9+D4c37/2etxMQ/eff0ZVFUlr0V7IrrggVsuAODMS+6nVUkXpITGejP657THPrHtr5MumsaF4w7koBEHcNAhR5BlxPzOVSNM57bFdO/ek9uuPY9FCxfSrkNHrr75YQqKu9hulBEp2LWrnKJWxXaWVIBeXTvz4mtv8frzj/LT958zbfpntuvbD5++SMceg2hTXMSkC67i3IvMRHcml8AgxWPemys66Z9z6S2cPPESPP5chDDsAWrLetOF76pbphMONSJUcwLOLyjizoee455briQlNY1IOMCjN51MOBSkVUlXzrvuOTp03x9FSFSXn8NOOB8ATYmYpFHFTFU976PXeOimCQCMPPYs3nzhAW564NUmWom9WUFIQ6e6spyUtKwmx5rTdkjDAKFQXVFKRnY+6Zm5drZW+9wELocFXCyxuCnOic05SW1du5h23Q9AEaDL3XMcmr03aa1wVTLzS0jNKqCqbD2hYB1ubxpm/oxY+UTA4bxWY101UkoUNZYsrtkgXg5TUNJ2NQMm7PMT+s4Sy+29ale5DdaiFWIYOnokjMfjQzj4FXZdccBJJJ2YpYwHc7HnFjue2M5kXBLDbn90jIgEUDSPaVaRJifs2FNNb5Qd2zawYfVieg8ZTV6LYupryqIxLYSpPbBAhuF49o5npoj4e3G2cY+kTEVDcWc2ASdAkyRueyv/DtCAfQNs/FM0E/+u7HNgQ1EU7r777rh9Pp+PoqIiSkpKcLlctG7dOu74008/zeTJkwmFQiiKwq5du1i/5k86du2NphiUl1eRkZ6GqmlN/kjWQGJEB5HU9EwEkgEHHM7sp+/m6snHIw2DyVfezQmnnQeYg9OoE8/i2UdvpkO7Ngw9ZnJMfRgdBCSCU8+/nbGTbiQSCSP1MJFImLSMbFRVJaRDtz5DGXHEafTa79DoOeBNSefVb2rx+nyxgUJLYfCBo7j5+ivIym/LgT1ziahuXHoQJRoz49RTT+WC802NyAWXXoseDkTNKOYfVRMGJ51+HueeOoKzzz6PwuhitFeXjixftZrl913HfkMOQkHi1XTWrfmTGbdNID0zl5qqcmZ/vIw2bWL9LgR2oDIrZbemGGRnZRKJkkStuAJX3jKDeR++ihn50kMoFEZRzcm074ChvPjuj9wzbQpLF/9EOBSkW7+RLP/9S248dzCHjrmE8VMeBsDriuaDiZpadEOwq7zUBhrT31pH1a5SXnzoAlyqbkMqazDYUxIygSQ1PYud2zcQCQVwuT1Jy9nvjmFQVb6dmqpySjr2oKh1LCNwzNyRAHKjE5JtOrEmMgcB0TKn2CRXu88l1m6JaDKZJBMLYCRLEa65fOS27IYQUFOxlUDdLjIL2uHx+WP36AAczjgKtVVlpO0hvkZzLsLJyu8OcFj1WLFIrM9RY8fj8Xrpt9/wuHrMthrk5Le2eQ1NCJ2Oss1qLqwFiRVDI0Gr1NSUlVzbYV3bOteIBNE0twlkRDQoXfS0x26ZwLI/vmPOjzrZOflU7dwUzcYavV70v2Y4NBuWycRqj6qaGV6T5U1xhmlvosWp2wCKGzWluGm+GqVp1ti/InZf/UXw0bt37yZJOf9u8l+wYco+BzZ2J5qm2XEDDMPgsssuIy0tjaeeeopu3boxbdo0pk2bxqGHHkpJl0FMvOhmDEMwcXRPaqt38eHPFaT4d++mJ6J21W699+fumR/Stdf+VFdsp2Xr9jHVtTBo2ao1u8p3sEXT6dF7IFZWjcT/o8vtiZu0lOiooqmSI08wTRERPX5l6ErxArG4C5269uTWR97gi3dncudNlzDk9Vm43W6ENFClgSFU5rz+CtdcewPHj78UXQ+zfvUKc2CLDk6qS6d1SRtaFRVRumk1XduaoErzpXHamNFsr5Xcet/TNERHoNZt2pNXUMzOHZvp0nN/Wha3tu/dq5kgRlMMIoaCFWBKRAdUTTFMcmq0L4tbt2XShddiGBAJBSjdtIrCdgNtToKBxtRpMzjvlIMAuPC2DwGYM/NKPn/rEcZMuom09KwmE7duCDKyW/D83C1obi+hsOSiMWbG261bttKhTT66FGgJq36nViFxclAUlbSMXBrqq8lwx0+mTo1EQ30NpVvW4fX6adm2U3Rgbx5gOEXFiDN9NJ3k9qylcE6W1uo72Xl7C0jSsosQikLZpqX403PJLmxrT9ROwGHWJxEopGQkj3Pzr0gyoJHsfhTHp9ft4ZgTxll3EQfSVFUlI6eFuT/RvJGg5UgEHU5xajJigbtix+Lbm3iueY2lf/zI1IkH0bZTT+5+8lO8Hg8pGXmmlikhGNiG1Ytp36UfQkAo2IAvmo3YAg5Sxkw9iSDDBhsKNNaWs33j7+S16EhaTju7Tapz3k5ceMkgipa213jgr7iv2pf8C6cYhoHL5SLR4+a/8veUvzck/Ivi8XjQdZ0FCxbQt29fvv/+e9555x2EEKxevZoXX3yRN998E7/fz/lXPYCieQmGdPIKTBfAsm0bmtRpqatjHgLmflUV9B98CP6UNFq07oRBTJWnCsmbL81gyIhDWbN2PR6vzw5/bEkiQS6RPOVMBud16Xhduv3dIplqqrm5VB2XqjN67Blomov5P/0cdw8CScWObXTs0o10dyOq5iE9pyWGBFUxUBWDVK0RvX47q1evpnuBGUtk0fKVvPTWB5RXVpOWmYehOl0YI/ZgdO9TH+NS40lvQV0lqKuEdZNMK6UZpl0g0SNh1q1ailvVCesKuhSEdRVdKqgeP5FImHBEJ6i7COoudEPBQGPy1Q8DoGCQmuJjwtTpPPelQVZWJu4oEdWlGo7EUGaft2iRR3pGBheNMTULI0dN5LyTBrG2VGJIxQz2hbka3m1ch+j+/KLWZGbnJSUKhgL16JEwmqZR2LKElm064nF74ss6qF8qRpO0S+Y9xq+smwAUpxcKkFPQEsuD5T8TClyQltWCFu374fGnI4Qg0FCNbCZhR16rDqiaq8k7/j/eqj14sTQ3wJWXrqem0gzfvqdYGf/O9ZszrZn7zM/sXBO0rl+1hLdfehi3Lw1/ei7OeB8Kkkiwkfq6ajp0648qJJVlm8nKK0bXsbOvqqoJflQlFpTL2meROj97/UZumVTIU7ccxf2X9eWtxydQV74Uj8tgy+rv+WzOrcy6+zgeuqI/r0+fRGP9LoQikHoQFHNh5IzjYffbXsTJsL2BHAG9/lVpaGhg6dKl/1Yd/3n59z1R/uuN8jeUwsJCOnbsyKZNm1i8eDGtWrVi+fLllJWVMWHCBO68807uvfde8vLyUBQzI+Uph7Zl3arFDD5wFG07dLYH9mRJhpwSHwAo5kFgbV999g6nT7iQnOwsqio243c3zRjqdJWL5RYwJ8hYneZ+TZG4NcOcoKwyjkFSSpOF3r1XP1avWRN1fZV2RNC6unrCoaB9rYL8XLMuIXGrEXxKA1POOY2DB/WjwGdG2bzu4Wd47OlZpGfnMuGCG6Mur+akUb5jGztLzUBSmiJjf4xoq0IRlVDEBByJ8SBem/UwZx4/iEDYBCChiAlKQhGFsO7C400l0FBLdaPHPGaoGIagR+8BfLggQJsWbnwegxSvQZpfoijg0Qw7ZkrccxJmzhtVSPYbdhTTHptLeelG6mp2sWX9MtPcIkWc6+ru/tzmcxHUVFVQs6vM7n89EqJs6zq2bFhBKNCAx+MjNS3dfi+aAxdWnUmvlTAJNrcPIDu/uJm2Nt3nlL1NkxID2S5S0vMwDNO0sn3dQhrrKu1yhh5h65rfiEQi9vuQvL7YhZ2M+/+EyjlxkBNIAvU1eHx+hJDsKi/l2Rl3YuiRpKBjbzxnkvVjItBI5k0DZmLD26e/x5kXTmPceddTuW0FwYbqhLrA4/Uy68M1XHj1I6gKbNy4lew8c6GkqY6cJHYEUEfOEcXMUdJQu52v33sIRVHp2GMoQgga6nby+LRjuObUHJ6543iW/fw2JR17c9rF09FcGh/MutwEMN4MFJfPBglx7qu7eWxOz57/SQkGg3g8uzdl/l+LJOYu/u9s/wT5R4GNSCTCli1bOOGEE3j11Vf54Ycf+PXXX1myZAk9e/Zk3Lhx1NfX88477/D95+8w/qiuVFeWs9+wI7jx/tn2wJJIrHOuMJxiTRiWFsJ5jsfjRXGl0Lv/IH75di56dMJVFWmHJnaKpa1IrMsSC/woikRVjLjBz26vNNi6eQPpaU1zeDxw+01cc9VUIpEIbiVMxbbVhOpK8ahh/GqQnTUCDJ2JZ52N0CMYqotLzxpHMBTmqmn3kZObiyIMXKpBoL6CJQu+IDu3EFXT+Pmbd1GEQYqrESkFLkVHl4KIIRx9ZCaQkwjmvvsyAA2NQVyqwYZVvzH/izdxqSZpNDW7FapmDiK6NLkXlouuuUqTeF0GKW4dtypxqzKqvheEdYVAWDWBW0I/XnnHi/QffAiLf/2Srr2H8MJj16AK3fZGMaLXs/rUyS1I9BjxeDyU79iMoetII8KmNUsRiqBdp56kpKXFaTCc70oiOE02ISXK7rgKljZj45+/xV1zTzE3YnUk3b1HEUKQ16ormfltqCxdS3VlKQDVFdvw+NNQVVfSe4HmAcVfBRxNY4DE3IGNJPusftcjYSLhIB5vCg31dZx0RG9mPX4XRtSFsonpzObGJDejJMre5JJJHFf2G3o4p59zLW6Pl2BjrR1GPRGgFBS1hqh3T11NOWmZMVOVHT8jCjqsulUVfpk3k9cfm8QDl/Rm6BGTSEnP4ZpHvuPsa15i2/ol3Pb0H9z+7ELqa3fhT0ln4fx3ePymY6it3MavX73IrZNaUVZejVD/dyb3qaP3/A4Eg0G8Xu//Qmv+Pfmv66sp/yjOhhCCdevW8emnn3L11Vfz1ltv0b9/fw444AD+/PNPFEXh4IMPZtWqVdx53SRCwQA9+w7mujufxO9Vbb5EXChda+BIGDhdqjmEOScnMFd2GzauIjUtnR1lO1i/dhUHHWXaja3JT8dKeCQSBsIYIdW6XDTLM5ptpYnZxs06DcK1pXzwzmw+/eB1NJeL4QcMbtI3gwf2Jzc3lzV/LsbjdjN37lx27qrisiuuw5fm48CRA6iqqqRLmxbMmfsFjcEQY44dxfB+3bn+snO46847UDJN2+69105h545tXHjZ9fjVRua8+jgjerVgW2Ul3/66lFUrlzP4yMn0HXSI7YLn7K/Jl9/O9VNO4YsPX+Do0adywSlme79a0kBYV/CmZBPRzYnY4nxoCbDYo5nmEgwzCqweEUR0gddlIITpzioE9vku1eSPaELy/oIwD988iazMDAIRF14tbGeHtZ5FMnFONl5fCoqqsmHNEtp36U1Jxx5o9kOKAYxEz5JkmgqL/GgTERO4Fsk4A4mTXCTSNLBRjEQq9lqD0ZwkT5Sl4E/LwZeShUTSWFfJjk3LaNt9mN1GZ5udk3bisSbXY/ceKLuTRMCR2BbDCJORXYAi4OVnHiTQ2MB+Qw7GlSRp495KogeKNW4YCc8ycX+TtushpBHB5fbu9u6FkPj86TbIg1j/yugX62387v0H+PWrlznw2MmMmXQj2fkl/PDJc9TX1TBw+GgW//QBt180hAHDxwCwZtkPDDlsIofdcDU/fPosy36dS7CxCle4NCnHJ+ZV89fFWV8iSXdPkpKSsk+Ajf+KKf8osKGqKoqi8NZbb/Hcc88xYsQIFixYwI8//gjAEUccwX333cfQoUM5/fTTmTT5Ss6+8BoM4cZ0QHPayJNfw14Fy6ZKIUMqzH33Ze6ddhGpaen8/O1ccvJaUNAimmLbHmxNkTL2R7WASLJBSErJd/Peo/fAg8jMTIuWj3p0EGLiuCNQ0Fm/bi1er5cDjzyWbz79gDY5GUghUKJxgocP6MNxxx0HQG5uLi1atGDCqcdxwtGH01Bfx49znqZ1uof975pBYzDExXfN4Nk7ruXHZas55pijeeyJZ+nVuw9F+Wn89N1SJhzZD4/bzdYVv3PmpLPIzkhnyIA+aOgs+HQGw4aPsO8pFGzE5XKjKipDRhwBwNMP38i29UsAOGnc2aS5G2kIpVFbXU5l6Wry2g7GpZmmG90QuKOAxUCg6+Zvt6ZTU+tCSkEgBHWNKml+SSDsJTc1hCGFHRdElwI9EkFRXbjcPlL8PlyqkZRoCJanQDSfhmPoD4caKdu+CT0SxuX2IJBomhq3oo2fZJvW4ZRkRMQ47VrC8bi6BLYHrQIYFpdDWget9phkw+aIos2JNRkk+z/YAEpREIDQTGJj2eblZOa1JjWzwDw/9sbv9lpNXHWt/vgXQUdz9bvcfnKiwcbGnn4+/fcfQb/9h8eVdRJsE/fD3mtfnK6xu9N4WP1r6BF8qbmY8Xd2X3d2fjELvn2DYGMV/ihRdFfZNrz+dDy+VBQFQqEIX7x9LzdO/57C4k4YEkq3rEYoKqqWQmMQTp/yOOuWf8/y379k5PGXsmHlL8z/bBbzP5tFu65DmPbcZrxuBYLb9+qeoSlw2B09Qzg4Mn+FxpGRkbH3hf+vRP61oHj/ZNnnwEZZWRnffPMN++23Hz5fU88RIQSrVq2ia9euAOzYYZLApk+fzoUXXoiUknvuuYfMrBx27dwGei2qOxMA3TDXAlYAPsOBuL2quXLcsG4Vzz/1CAcfdSL7Dz2EsB7rwvdee5KXn76Ho8ecSUFeLhk5uWxYo5DbsrNpWjDiu9vpUhcxzBTyzgGppqqCFUsWULFzG9NvN91qjzvlHM6eMg0ttJ2nHn+YZUv+QEZCFLfvwGNPvkhObguOPXwwdbW1hAvy0fQQlv7kzuumcvOVF/PdgsWcNeUKilsUcPjQ/fjt9z947/G76da6ECJBnr7lCj75/hfWbS0lLzuD+668kJH79eXcSWfQqX1btpfu4MD9+5EpAyjhEHdMmcQdUybZ7f5k6Sam3XEPblmHy+2mUXcx4cTh7Lf/ftxwyz08OfMeCgoKCYUCfPTu60w9/yy++O4HPDTQuHkBpxx3OHc/9gopeVV4UnJwa/GjrgU6LBARjpif9Q0mSNRUc6AOeaOh5A2BbpiD2vGDfPQaOJJ2nftSVroVgUQ3VBRh2KtfXUZDgSdMDlJGUBSVuppK/ClptGzdHkVR0MNBNM0FIrkGI9l358rdOXH9qypTb5L8I+aAb2o3ds9DaY5zEP+ZKE5tQbCxFk3VaNVhAMHGWmoqtpCSnmu6oioqAjNsteWWnMxc2Vzdzbd770GIE2Bt37iC3BbtcLk95OTmkZObF+33piCvWc6JE+yx+/7dPciIv6bb4yOnqCOSJN4xtpbM/N217wi+ev9x7rm4D136HEIoFGDpzx+gaC4GH3wqKF42rPieDt0HUVjciXAoyE9fzuG1J6Zy3Fn3IRSViA7gpk3XkXToNZJgVEFWuXMr61b8SF5ROzJzWqI3lhEJx5tQErkbTUx3e6mp+Fd5okuXLqW4uPhvDzr+KWaQf1f2ObBRV1fH5Zdfjsfj4dtvv40L6BIKhbjyyisZPnw4HTp0AGDo0KFccsklHH744YDpLrV48WKmXnsrv//8Hc9Mv5fJl9+OpkQIYKpRLdBhuY65lQjhiOTtVx7n0ftvp7BFETvLtjFs+IFsLSvjtx+/5JBjx7Fs8S/07DuIa26dgU8L0thQz5svP8mdV4xF86Rx+e0vJb2npp4G5ueT90/lq49fBaBj94GsXvYrn773Cl98/AZIg8OOOJL8vHx+2/grl113BzmtuhOq2U59fR2dOpieF1IoRISKakQQioLXLTh0yADefvphurRpSWZ6GhOOiq7qohkmjx15AMeOPCDWoFA9xwzuzQFvPcnS1etJz8ikZ6d2KEYIDBCWCj86aw3r3YXc9FSm3z6Zow4/lJJWRWxYuwK/FiE3sp0dG/5kaJ8ufLdgEZUNDXRu05J3P6rhy0/ft9WiDY1BCJaTmp1pN8MyyaiKCTZCuhYLROXgwViJ3YIRhUA4xpUxpOCEM67g7RfvZ/GvX9Kj34gmz8LSVzmJtwKdqsqdVJRtoXW7ruTkFcaelTTYumktmVnZZOXkNwEWcb8dJhXnZCuQdiC1RADSXARQu66oqaRNhx5IJIo0p8g9A4zEyZ7o/cb/3hvR9TDlW/6MTuBePL408ou7IoSkbPOfIATZ+a1xuZtXeRtSaVaD8Vc1HM1FcAUzamgw0IDmiplM4jRGjn5x7k82cSbVfDQD3BIlMRiY1e6aiq24vKl4/RnN1C/txI8FhYXc8sQ3rFj0Ezs2L6a+Psy4ix8gHArw07zZaC433XtfRv8RY/lx3is8c89ECou7cundn5Ff3IeILjEM02NFCtCDZlZWgLSsInoPGRNtFyB1hOaz79HeT1PQEXefCbfg9EBpSl7ec785pb6+/m+fXv6/EpN97km1a9eOjz76iHbt2vHVV19xyCGH2Mdmz56Nz+djxowZWL7XGRkZPPzww3YZVVUJBAK4XC6++vZHTjnxeFLT0jnn/IvRhNkdVpp1axB485WZPPHwndTV1jD6hJMZNGQoM2c8imEYrF6xkHtuPJd1qxahhwMMHDQsGsFSRxU69fW1RALV/PjdPKbeFruPZAOSpsaviq+6+TEGDhrBEw9cz8Y1Sxk0ciznXXQFqWnpzHtrBu++8xanTZjMtbc9TEZeOwwJG9avpqRte9sLxSbdWfcU/b1fn55sLC3H1RAg1edBDTc0/bdH6xBRM0x2io8RvbsgFRURaoiWiZoIdB2puRCGTmq4lgevPI+7n3mVWU8/xQ+/L2bUsP34edkqplx0IZ//vIgFbzzFk6+/R0F2JocM7EX2lRdw3rQbcEV5D/17dcRwayz+6QP6Djoct0uxvVqCYTUW+VQXZPh16gIq2RmCqlpJY8Bs9/o6hbSU6HuQYnrwTLzkLvYbfjQ3X3wMyxd9T01NNWnpmdG4IBEMomGpoyaUcCjIto2rUFVBqzadbPZ7jMsjKGrVho1r/yQlJdUGS4kgw9oXZx5wTGwKhg04JMlDYMeRghMmoh1b15Hfsn3cPpMoaoaoNuuMD0CVTP7KgG+2X1K5fS0paVn4UrNj7YuacXJbdqSmfAvb1i0iM681WbktYvfo4Ksk3lMcGEvgsuwJdCQzE1m/62oqo6Hm/2dXm3/FNLW7OhrrdkYz0QLSeg/N47EAWhLDEKR4DHQDuvUZRM9++wNQUbaFjIw8O++SIQXbN63i5UencNPM38ktMrOkhsLW+2UCDNM1tvm2qf4WNgfESACkiaADmgKPZCAjlpl2772i7Pql3Ce8UUy+1H81G7APgg2AKVOm0LlzZzp27Gjvq6ur49prr+WFF15g+/bttGvXrtnzrRe0bXEhH7z/HmeddRafzX2fsaefw/Enjsfl+NPNeflp5sx+mjnvzKVVi3wU1Uy+9vYbr3DdZRPIyW9Jn/6D2Vm6kcV//MINN92KXzXzkzx6363sKi/D1bMn/fcfgc8VoTGs2X+sxMHUdNE07JW76vJw7JjTScluzbSLjuKnL98kr6AlV99wO19/N59b7ryfAUOPREpBKLqab9uuA5s2rCcYCuFxEN6kFbNYxvKAGFJS2xgk1edBKuZQIuzGGfYoIBXVBhxIA6EbCGsJFN0vpERENSNaOESPvFRevvYcpKISjkRQNRcbS3fy4Q+/MXH0YbRI93LzOSdjxVI+fGAPnrjuQjZU1PDM6+/Sq30e69av47qLTIA1fvKNPPvATRS06sRRYybSGI5/dZf+Oo8OPYYQjpirL1UBl9ZU69EYUujWZyiHH382773yCCHDE0fOtCQcCqLrEbxeD9n5LUnPyGi6Soue4/V6KWjRitKtG2nbvlPcMWieFGqVs1xEm+MD7I12o7qyjIKW7UBENfuy+RX77vb9VdHDQfRIiOyijnH77QlFUcnMb0NqViF6OIBuSAL1lfhTs+xCe1IzJyPY7q2JpYnHiq6Tkp69V9fdnRnF2ZbEZ9kMZm8iiWRRKQ3CgQbc3tTk5R31GpgReUHB7zbYunUr104ciK5HqK+t5IwpD3D0KZewdMG3PH7b6YyeeCf5rbrbICOxXVKC0QzDUwiI1G1E8RUhlKZ5bpKFZ/9X3GP/SiBQwzBIT0//22s2JP81o1jy935SSURKyZIlS5g1axZt2rSx9y9YsID27dvTu3fvuJTye5L8/Hzee+89fvx5AWefNYE+PbvSukNPXC4X3309j2cev4833nqXVsWxOAYKCk899xJPzJhO2Y5Sbr77UdqVFCOljK6YJDU1tbw2exY9evfnwEOO4bfff7MHFVXEiHpWBE8hYqTPGOI3/6iDhh7Mez/uYvTgbNp27IUiDNp37Mb3333LkOGHENA9uBQdKQWZWRm0b9+BX3//g6GD9neADCv8dewfneb3Ul1VTQvSkcJat1jgIdoGS3Ph0GCYn5G4eonG9bCfkwO8uBWB7vXTpqQNF5ZEn1kUpFjtE8BRQwdSEVZ46pW3Oe+881i2cjVt27Zl5mP38dUXn7Jy+WKuueVhsr11bA9nIASEUNi5Yyv3XmGGdD9v2lxatetJRk6LGMlOQG2DQqovNpqGw6bpx6OGUBWX3SuGrlNevo3qylJyC4pJ8XtJz8iKz8JK/MQHkJWdQ0Z6OtIwovgpFgguEUhY+23TSdSsYuc/sSYhBwk50e6v72YAUzCfohBNiaLO+naXRGxPIoQkEgqgujzkt+lpv/fmsablXS43LpcbQw9RWbaZ6vKt5BS2xeNLPrFamiWnqcm67l9pa2L5nAJHSP3mSKAi3sRlm7QSiiaLNJoc1CXcWwL4sJ5FONiIy+ND1dRmJ377nKgtxfrPudxeAoF6zpjyED99+Qaqy0MwFOHBa0cz+aZX6dDrSBoDlov47utOFCkNIrUb8aSYRPc40OMEGMkei9I0bH4Tboeym/ObEVVV6dOnz96f8H8o/9VsmLLPgY2FCxcyYsQIevfube+TUjJnzhwGDhyIx+MhGAz+pToVReGAwftx2623MvmcM9hVUYGiqOTl5THjiScpLi6GhIHJ4/FyyWVXAkQnjajPfJSMOeupRwFYuug3Bgw+iLTsltFImAmrVouH4PCAEY7JrK62moljD2Tb5nUAtG7Thl2la7j8mhsZd8LBDB9xEH0Gm94dbjVESLooyM+ltKreNp0AiZ67AKT7fZSV70IK0XTITUiWEdNsODQfzv3R0VE6kyIJBcNjahoavJksWreNtkUFpKel4qsvQ9e8aKF68zxhBgbI8Pr5/LmHmP3Rlwzo0o5dEYXiFqfy25IVrFy+mI/emsVPX71Lt27daD9wLF177k9+QRG3zfySG88fyZO3HAnAqHHXcdKEy8jMymRXrWaqnqWgsa6SKy8YTk1VOS/MXU9mRkqMpyEk2zevQlU12rTvgcvtiUZZ1W2QYMfKSMLN0FwqZTu2Ew6FaNmq2B494wJFYXnUKE1AhXPScppSzG6PPSHDAV4sboZtonFoy2Lh82NEUVOtm/iw/5oIIQk21rJz83IK2vTE5fE3m5AtUTTNTct2vaitKqN00woKW3dtFnBYYnvziChUtj239r69Ugqqd5UihEJ6VizMfHPapETA4RQn+EhGgExGdo0/nnzCd3tTKCjpbZeJnpy0fc66ALJzcrl31s/cOuUIWhR3YshhE1n82+/kFJTQuusRcWaT5uqQzQAHGWlEqF6EUJt1e21OYq79SfLPNNEUmjsuPHL3dQLU1NRQU1NDq1at9lz4v/K3ECH/3ZHnf1mKiorktm3b+PzzzznooIPYsmUL1157LStWrGDevHmkp6eza9cuCgsL91jX+rVrMES87s6QKlJKQqEgLpc7LsmP06bu/Ex0g5UIenZsYf/u0XcQY8ZNZf+DjqOhMcjXc1+hY7d+tOvcxx6kLb6G5VrrUs1IpKOGd2RX+Q6OOu50Pn53NgDZ2Tl0792fA0cewReffchDT70NgF9rJBwOc+CgHsz7+ANa5maa7Yn+iS0XWNWIRD/N1b2ih+1PETWzWCDC0mBYZYiE446TGK5a0eJATq3m55TLb+GPP9fg96fQ0NDAFVdexfnHDEVRFLRwY0wN7TDxAOial6UbttEyP4fMVD9bqwNs2rqdzVUNLF64kC+++YFd5TsYetjJdO6xH8Ud+vPS9KtYv2oxqalpVFVW8NSbC8jOzqY6YJqUGhvqmXJyDzp06cVd098gxRUk2FjLrvJSClq2BylRVIsgbMR9CqStfXKSP52rbkOPsGHdGlJS/BS2aIkQzceLcGbXBfM9ck4qiccTAQdEgYkURMIhVJfHjN0iTUhjmWesyK9WWedffnc5WJKJEJJQoJ6yTUvJbtEBf1pOgstvrFzceVimQse1DR0hFGqryjD0COnZLez/m1OTlMh/sbVQYCddI+F7oonSMGDz2sXktSjBl5LR7P0lm9Sbc4uGvSONJqsjWar62srt+FKz0aLPMVm5xOvKaLA7y+NKIqhrFLwyYyqLf/6Mdt2GcPJFT2EYSa4Z/a0qsHLhPNp2PQC3p6mHn964Az1Qjjure5L7Mj+dgGVP2pOYiS32W1WE3Z69ARtbt26lrq6Ozp0777GsEOI3KeWAPdf6Py9de/SVs978+t+uZ3DXzP+ze/ifkn0ugqjP56OhoYHDDjuMVq1aMWDAAEpKSvjxxx/Jzc3F7XZTUFDA3oAoHZVkseeFEGYEUEWxV5l7Y3ezykWkyuy3P8ft9qBqGhtWLyc7XUMRBj98/jpvzrqbS04byPefvWbnN4mp1s3wtLoUhA2VCRdcz8sfL+aa22cC0K5DVz74+k9SUjOZ/8O3LFuy0I6SGIlEePzR++jSsT2tcppGEU0mlTX1VNY1IIWCFAqG4gKhIKNRCqVqKr+M6G+06P6omcSZv1qqLhNoKCooKrovjeseeIK0rBzen/0c73z+O0+++D6vzH6Fh9/5npArhQZ/LhG3n4jbj6G4MBQXuuZF17wYqosWebnoqoeI6iU7v4Deffty+CEHc9kV1/D6e1/w+AsfUJCTxnefvc5VEwdRuXMLZds3cc20uznksCOZNLonj95+Act++ZBw9TqI1HHIMSebz5hayrauYfvGlaSlpiGEQFHVmPkjIZpoMvNJIodAVVVK2rajvr6Outrq3ZIZd6vJcJhbktXhbIsQkmCgzv7unJCtMnbY7YQYMnsT7dKuJ9q+uqpSsgra7TXQcEpc7AVFRQiBz59OY30NW9cupL6mIv6a0fqDuguJYNWKpZSWbo8L3FVfXxs1Yco4LZXTRBRsrEcaBl7/7v8Xyfp6d/eTmEel2VgqjvYkPS4Nqss2NCGuNln9O0Cbc9yyzSpIfvvuXRb99DGhYAOrFn9D2dZVzH7oTN59biokaZ+UkiduOowv3743+T1683Cld0x6zBlZWVGc70D85txn5WwxzxE4M+/urRtsfX09KSlN3b3/jvLf3Cim7HNmlLS0NPx+P0cffTSFhYU8+uij+P3+uDKLFi2ibdu2f8n/2lwFxq8soelKJS4mQvQlCIUjfDXvUzp06kZJuw5IBF179OHJl97jq88/oqKiip+++YDNW7bwylP309BQR4cufejVbz87aqklekIekVEnmmnhVy79CYDLrr0Dl1vjihvu4ZgDu8cRpN589Xl++PYrXnzsHhO47IURNGLo1NQ2kJmWGgMOTg1DEtAmEvZZwGR1aTn3v/g2N5w/nqLCAnY1hHj9k6/5bv5PeNNyqQ77aNOpN1dcfyuXnD8BxQhw6hnnkCEq0RUNP1UYQkWRptlCCoX0zCyklJQFDB57/CG+++k39EiEliWdOXT0JHoPGMboCTdzqjtMbV0jm9YsJVBfwcD+fRg6qC8Tzr2Yz+Z+yGvP3Enp1k2EQkE6dunBLXc9jB6ux6UplHTqFXWhNrPVOjkWTg8S4chx4jxm94ulpdI02rfviBCChoZ6fN4YcLX7zNLmJPI3HHUnajZ2F0F0y4bVdO65f9w+VUj0KGdlb1T5zsk50SQD0FhXiebykF1oer0kAxpx9TVjorDibVji8vho0aYrjXWVNNRVkp6RSUTXUVUtRqCVsHTJEs47eSgDhxzEw8+8R8RQuO2ac/j6kzdp2botU6+9i8HDRqJY0Xwd1wyHAmTkFDaZzK3721N8jcS+sW49kc9hyObNLvH1xfd/OFiPqrnjwpTvbpJZtew3Xn32Xm64f479HNRoI7asX0xWbhGHjr2Cx28Zy+3ndWHY0Rfw+zevcsAR55Dfsiset2Dtn3/w+Zw7Kdu6EgCPg5hqgQHDACNUjeZJRSbsTyyb+N1ZJrHb/5WMsE5paGggL+9/Lqvwf+U/L/sc2LAm1z59+lBfX98EaIDpHVBfX79HsNGhfVvWrF2PtR5KHNydkgx0CGGS+uZ9+hFXXTaZ7Jxcjh97GiefeQGr/lzJ7798y7hJF5OalsoLM+9j5ZKf6N1/MCuX/8Gjz72PLy0Xa0iMGApCSHQ92paoaUZRzYm/Vet2TJh8FQP2H4pAkpKeheZyEWhsJBSG2U/fzbtzXuDZJ2eQ27oDMtKAYujoimZOaDI2iTnvIdXvZ+uOiuSaoCZ61ygvw+YiKDFNBvDyJ9/x8sdf0bt7F8476VjmzPuB/fr1QaQU0RDN/CoR9Bwwkufe+IZrLxnP9opGDj/mBPp0yifkLyQlVI1OzOQT0rxs3lbKA9NnUt8Q4PxrZiAVD38uXcjj913Njq1rcbk85OS1YPJ1j9Oz/3AKU2qJAC4ZoLComCPGTmboMZPJyfRRU11NuHIFqakppKSmkZHmR0oIGTEwYLVTEQaGVNBExMzCKuMjiu4ugJdlDthVUUEw0Eibkra4XK44kGE9g2SeKLvzToGoOSF6WWfIe6zJLgFgON1gE48lerskhm2XUlJXuZ3q8s3ktepqnxMrT9Nzk/TJ7kQRBilpGfhTM5FGhK1rF5OSlkF2fjGK6kJRJO/MngHASWdeisBMINhYX0OPvkM4cvTJ3HLNZN7/ciFuj898VtG6dQzSs3KagKfE/txT1NZk5yYCkz0FsmoORAQaavD605N6HiUCkx3bNnHx6UOavcaxp1/JptULeWX6xRS07MDW9UuR0kAaOkjDBgSvPjKRTr1HUle9g/TsFvQ/8PQmHiGKAqGalag5vVGiWs299RxJVkZRRNxY43R//SvSq1evpMDx7yZ7qxX//0H2OTOKJUVFRTz99NNJj6WkpFBfX79X9TgVzs5Vq9N8krgive7qqRw/6jBqa2sQSA486GB69upLTm4ezz75KIcN6cL0+2/kuZkPcNLRg9m+aTXjJ57PtTfdzsa1yzj/0pvIzMxAUwx782oR2/6qJ1GfZWRmce7F16OobgypsGThAlJT08jMzOKM0QN49/XneO31OfTr0h63HsBQVIwoCIjF2ogCmeh+Q3HhcWlIRSUU0TEsk0nUvU1qbhACqWoIaSCjgw2KappaLFOKoWO4vezXw7Sf5uflIRWVn39dQCCskxXeYqvBDakQ1F0UFHfioaff58N3X+PEo4ZwyaVTqWpUCGp+Gl1p6IpGRHUTUdyk5+STlplDr4EjaN15MEXt+jPy2LO496WlPPtpLTPeWU+n3sO57tyDGXdIEfO/+xJDKmytVJh2442MHtaacYeV8MS9V7Nx9WKMtJ5kZGajGyphQyNkuDCkYve9MyGbBSgtNbg5aRv29zgtRxKzR8tWxaSlp7Nm9Urq6+uSmkUSvRmSTWjN1b87cbY5+TGHCtxhJkqUyh3rqKvaQWFJbzzRCTFWT3ydiZJsAevMkZLYNlXREYpCSYduCGDTmoU01FXiViJMvvw23vpqHQcMOxCJIKi7uOvhF9i0bgWtSjqTlpHJhnWrm2icqitKqSzftmdTRjN9n/S7o2zifSQzrSR/BrH+S8ssJDOvzW7aFvv+2/xPAbjxgTl2G6z3VTfA7/cy+YZZZGYXctTJl3HGpTNY+cfnTLzmNYpKeqAogjVLvmBX2Xp++eIF8orac/Ujv5GVm4TnJiNII4yieZOaRPa0KVFvlPhzRSyjbpJtTxIKhSgvL98nwAb814xiyT4HNjZu3MhHH33EhRdeyPXXX5+0TEZGBu5/I6kS7Mb2imT5sqWsXLGcQCAAmOBm5rMvc+LJp3PAsJEArFuzkgMPPpyqygqeeeJhVFXlqy+/oKqqkg3rVtsrZ2f6cSEkPpdJyNSjquPGsNZkQBdC8u0nrzJm7CncduvNHH3kYfzy7Rd0KMrGEAqGMFfputiz4koIQY8ObfC4owBDCHNrDpFbBtfoyCDdXnbpClfNeJk1ZdUsnPceRxx1FNsrqnnr06/58ZdfWbB8bdy9KtEMsLl5ucyZu5B5C7ZTXdvA5ZdcQKNucmnqXRnoioYqI6j+bLJzcvngrVdorN5COCIIR0xCHIoLlzeTL957mg5d+3HAyOP57LN5vPn6y4wb1Z+6+gYefW0Jtzz1G59/+AqXTDqKS8YP5bX3f6U+4qEymELYMNPYW+RK3VARQhKRig0sIlK1PUlMg5vRZPJP9l0RUFBQSHHrNrhcLiKRCLquJ598LNAhd8/XsOu3+RmSolZt4vY1ATQi1p6mxxIecfR4oKEGKSXpmQUUlvRGc3vjgIbFE7DqT7wPiA/5nywTL4Aq4onBQkhUzUVByxJS07N5/cUnCDZUkurXKCrMRhXS1jDpipfGQCMNAYPSbZtpVVwSp5mRhkF1xXZ8KXvHYbLOc9ZhvbPmfcTe4bj+doBPW7vVDAchEdRIqdNQV4EaBfOJGYJj55mfHbr0AcCfmm67zlv1gplBOj0jndue+oGDjpnIqsXfcMwZt9C9/8GoCqxe9CVP3XEqo8Zdh6KqTLpqlh1sLREgGKEaFLfJZ7Imd+t74hZrR9PfRiREoLG2CciwxBpWzjtsz8+ntraW7dv3Pk/L/7U0XSr89e2fIPucGSUUCnHMMccwduxYrrnmmqRl0tPTSU/f+8Flb8VSmb713lxCoRA+n88eTDMzMzl9/EROGX82G9avRdG85OYX8MFbr9CjZ28OGdaHY0efwHkXXcvIo08BHIx7613SE3OnWJ+SkKGhCYOQruBWI+QUlLB+1UIumnIJRx08IjZRCUcUyr1YAUuhIA2d0spqCnKyEFacjb1cPVcHwoy++EayC4r49vdlaF4fE04+gSm33Me5p57AhKk3k5aRQ4MenUTUCGEj5h6ruVwomodbHpjNVZNP4LlXP+as8WOJSI2w4qa+ro65X37FkmVr2LZlPacdWsJL3xq2HV83QEqFJz7cRUpaFu8/fw1vzrqHnTtGMeXGJ8jIyCYSkfzyzTtUVlZywW2fkOLVefb+C9i8ahwnnn0LtbjI9IWQUsWt6vafWwHCugu3GsKiCjeXVG1PZoPU1DQkgorynZTv3EFRy1akpmWYKnKnCaMZE0iT55YwAGVl58XMKcRieygIjKh5Jdl1oKlJRY+E2FW2iWB9JQVteuD2WkS8PWs0nBOtE2gkihVDQ43GhxFIG4hY+ySCN2Y/x0vPTWfAfkPIzEjH6/OSV9iasOHm3FNHMOKw42nfuS/XnH8UR4w6Keppott9UFdbgcvtwR91r030YNmdJJqTkn06AaLzuSWaV5Lts0wqgboq6qp2kJqRZ5tLEs1azmfUuccAHn99AUWtOyClJBIOUd/QwEdzHqeyYieKolLcvgf+tEz2P3AMrdt358u3H6SxpoyKndv46fMXuOiWOcx7ZwbSMIhEQ+Y4PUJs0qY7FW9G+zigkcxUpKlgGAkxNRwvyfUT29KybS8uvuMT+5CiYIdL/ytSV1dHauru3aX/K38/2efARocOHZgyZQqjRo3arRpt+fLltG/ffo/hbIVj2JGoCceS25+FqqD6rDwBjsEm+pmdk883X3+Jx+tn9Akns3rlCnTdYPTYceQVd8fldkcnAvN8PUFN5lz9vfnCAzz3yLVkZOVwzS2PMPzgYzDCjcz/9jOOG3UUGuG49iWCDCkUhDQwhIIiDZuAaSgqiqEjhZmEbHN5DVkZaXgTulSqLkQkhKG6UPRwLJqoYppR5n3zA78vX8Vbl16Aq6Atk846ixOPOYI//lzDDZdfTEdvHaUiD7/WSKMenxvDGnh1KXB5UzhlwsU8cve1VO4spba2hhVLf2f1yuV0770fgw85mYOPP59VK5aiKhDRsWNnqAq40zMByYnn3MGYs26nsWoToYYaPNntqQ94eOuZa8kr6kCPAWaOnJuf/JWbzx3IV3PnMPbs2xh9/GikFDRGFLxahIih4VFNN1/zewgDBRW96fuAYU3r0ftqfvTMyc3D7fGwfdsWPLt2UdymnbnKi05ENqdjN2RQ67qOHyxf/Ctde+5ntsCqzyYzRieOKAfF5G44Thcmi1RKiIQCbN+wiJSMfIra9UVRmw4RwgFSLPDlfO+c4CKZp4YzboYlWjRqrjPfi4JBQ0MdAC3bdGLr1lLmv/8iBww/CM2fx6oVi9i2dRNpGTm069AVny8Flxq271uXKkhJTn5L+3oWeXRP81uiO21ieScAMKx7Mbsx7j5MDWbyAGBWPQ11FfjTsuPqT4wumjjOtO3UE4B7r5/IVx+/wpCDT2DJgm9oUdwJl9tD6baNbN+8il+//YBRp11NdWU5u3ZuxONN4/oZ88nNL+aRG47nlmeXx1+3yatmINxptibCcm11axCJQOmmRSyc/wEej4dAYyON9dX4UjMZMepCUtKyUVWordpJ9a7t9Nz/aFSVOECiKKbr7V9JLV9fX092dvaeC/4dRP61e/snyz4HNoQQnHnmmXssFwqFqK+v3yPYsEiiAAp63ERhDaBNBojoPuu44fBiCYdCnDjqIDp07sbPP3zDuEmTeW7mw6SmpeP2Z9JYX4PHl46iGGYeDiyvAUGKK0hj2G0PLKqQDBlxJF999CLr16zg2injAJMH0K1bV8aOPhq3EYhrr/PT7rM9aCkURSEj1U9VbQP5WekoehhddaPqofg4GjJGEJWKhuHy0LNHNwDGnHspL7/8CkUtW/LSm+8xcuhghp8wnuceuJ39j50YN7FYcR9iOUjMNu439HBOP2s7FWXbyS9syfCRR9Ku+2B8/hQaQi4aa3eQkZaOIgxcmoIiJF63JKILFCEJBgJUla0jPb8NqdmtaUgxPUt2bPoFgHNveNMe6HypeVz3xFK+/WAG896dyX4HnURhhpmSviHswu8KE9RdeNVQVLPkwiUiNEovfqXR8R4YUfNKLLeJBT4SxXoOaWnppHbqSmNjI0IIynaUkpKSii8lNTaRW89yD4Glmn2mItoeia3daOKREq0zokeoqShFUV2kZ7egqF0fVK3p/yaZNiPxP+KcrKzn67yWIoyY5igKOiygYX43l9kuEUFH4cob7qJ9l76ccswg6mqrAeg5YCRd2hbRqVMnNG86JV2HcNyJZzJl/DAuu/p6fD6/qRnRg2Rk5UavF6+VsPsxwfPG7j9igMIC/zGwZmplQoaGW42g65oZH0dIDGLh5637TgQczv4wJDTW7SIzrziuj5vz3I9xbCAQDPPVx68AMP+Lt+k5YCSpGTlUV5az/I+vKSzuTH1dLTdfMIzR469h++bVZOUUkZ5VxHsv3kGHHsPIyG5hJ19rck2pEyhbgL/FELRoVFPnO1BdsZEnbj6BvKL2tOnYG01zk5VbyA+fPo+hhzj2zFtRFcHnb9wHQLsuA1BjmQ7jcqyoovl7TpQ2bdr822by/y2R7Pm/+v+L7HNgY28lNTWVurq6vULA8avIeDU0OALpOIJ6mYNQzOSgCp2INCNVCkVlx/athEJB3nvLzNp664Mvk5pZRCTcQGIcBPO61goGvJpuJx1btfQnystKWbiylHffeImH77+DJx99kJ49YgF2DJGgkUkMtLUXkpmWQmV1NflZDvNTQqhye7fqQpcQdqfy3vzFjDnheG66+Ta8/jROOXUcc9+dQ2nZTvr26IrL5SI/sJGdvtakavXUhlNxKxEaIm50I5bBVVMkmqZx3EmTsPgshjSTrylCkuYJAXn4KragByrwpebESJyEqa/YRLC2lIzclvi9HgIRBZ9H0hAU3H+laQhu1a636XkSloTCEAw08snrdxJoqGHOU9dxynl3kubTieiCFFcIRRhEpIKKJKRr1EsP6e4GavVU0tXaWH9H3xMVHUMoUc8fAz3J3yu2ohX4/ClIad731i2bEIpCbl4BmVmxd7Y574WmZhxr5W6utK331yKdEp1UFWLaDd2QlG9bQ31tJSnp2aSk55rPwhUDGsmywDbHz0imxbB4DYlmoWREzUTuhoqBrqSgKCqKqtFv/wNZvWIhG9av5bsvP+LgE6bw06fPMmTwAaCmEGhs4JMP3+O4sadhSNi0bjkFLdvj86fF9X1cv4nkIMR5PP4eY1oZXYpo5mFJMFCP1+dHkcIOFb8nYp8Fggrb9MDl9tp9HRfam6beKdYY5XJpHDnmHLZsWMU5Vz5IcfT9DkYUgoEg781+gMU/fcTZ177E0l8+oVW73ixd8Dnz3n0cIRSueOAHdL25ZwyRxloUV4od5A7A+lpVvoUHrxzJoWMu5NATLuKXL19j5eLvCYcC9BlyDJ+/9SArF35J+26D+fSNB3C5PLTp2DfuGpoS05QkXr85MQwDKSUuV9McLf+Vv7f8o8HG3nqkCClRpJWrw3rjY8Civr6ed999h6VLluD3p9CtZ28GDR5Ki8I8dKmiCp0/Vyzn519+Y/nSRVx4xa1kZuXw+Yevs3TRb1Ts3EEkEsaXmokiYpO5AbGYAFbIaiGZ+86L3HPj5Lg2Xjf1HA4/8miyMjPo2aN7bGWUADTMezBNJ7bmJWo62R0IyUpLITvFa/eHUwzNjRIJmSYVQ6empob9zpiK1+3Gl55J9+49UHw5BKVgzNiTGDP2JK68cBJL/1zFlBvvYOyoI5h8zT24PF5HhMdo2O2oF4gF4MAkZxqGZhMQ9WhzVEWQld+Gsm3r8aVmm1ERjQhgpoEvaNsPn1dDERCI2qH9HoPG+mrOvf4VIrpE102ex/rl3zH9uhH2PWZm5/Phq/fxw6ezue2Jz/FoWeT6zcy24bDOp3M/oHWnvvTtWgRAdSSdTK3KbCumiUpIA03qNjFXJUr2RWt2dSOEIDsnl6zsHOrq6zGiy8xtWzbi8fpISU3D4/E2MRkmTmSpaRnx9UZNEcIka6AgCOsRGutqqa+rRtXcZOUVk5KeRXZBCYpmrRTj1fWKkpiKfu+BhrO8c9J21uHUGliiWSBeSFyKzuHHjOX+26bSZ9Ch/P7z10y/9xqOPuVS3n7pIVLSMnn7lcdJTcukXcduDBt5NBJBTWUZmubG50+xJ/5Ec2MyiWkiDNtMJDEXFs7/qCUfvjObJx64gYa6Gjp378MlV91Gr777Y+CIkxLlyyRmbwUINtTgSojamajdcJpULJMXmP+HS2+cjh4liUYMa3Ekcae6OW781Xw391nSs1pwykXTARh+zGQW/vgJrdr3Iz27RZNrOl8zI1SF5suw+eCqaj7nxvoaHrn2CIrbdWf7hqVcdVon8lt2oP+w42hsqGPtil/QNDdrls1nzbL5AIyeMI32XQeapFMnl8dxvTNif8dmpaGhgeXLl7PffvvtufDfRP4p3iT/rvxjwcbehCu3RJUR+7vlcaBHB4o5c97k4Qfuok+/gQwdMZLq2ga+mPcZd99+E1269uCBx54lJyuF226+gYbGAIOHHsQzj93FKx/+xHfz3uXIUScw+tQv8Pr8qEqEHVvWkJeXh+ZLQZcqoSgpVGK6XQokrUs64vH6CAYa6dS1F6tWLGbt6j+ZuWYVl114PqqMJAUZENNC2AO7rZ2QTUGIk7ehQF0ghGIESPN7USIhDMVlmlIApDTPVVRe/+x7evTowaSJExk/8WyWLl3KlTfeg8fjtgfr004ay/0znuK5mTM4ZNQJHHnqZDp16kya1kBNOAWvFqYu5LFXbSFDjbPlSgQudAxMNbaUZih3mZJNizZeGoM11JevQfNkkFPYjoyUtqaXgmLQGNbwuiR1AQXdEMz8VMcCj5GIZPaDp/P7t6bGaezZd/Dxa/eSkZnNq0/eRHHbHnz21mNMvPB66kIu/O4wzzx+L7OeMKMrdu93IIXFHTj2mMMZPOwQsl27zHpx4SYQBRxmn0UUN1IIFHR0GQ84mkx8QpCaGl2BS0laWjq1NdVU7NyBz59KcZu2VFdVAhKX24Pb7UbTXPYk2qZtB6QFMHSDQChEKBwiFAzh8qTg9aezafVC3B4/vpRMUtJzAEhNz40G2ZJ2SHNoutLfnUtoc/uTAZNkQMPZDy4RDaUvdAwUvGqQgKoRCYd47pHr6TfkcBb+NI+PXnsYEFx2++tU7drBF+88yvCRR1JZupraCj+RSICiNp0dxMaE9sr46zrJm4ltdZqANGESiGvDfhb9+i1PPXIbtz3xGcVte/DV+09y1cXjePGtb8gvKIIoYEmsP3Zhg/Ktq8hv3Q1Vi5lP9zQ52e2yQbg5gbvUaGJH1SCsK7jdKl37jmTjqt9o2a5/9P+l0XP/Y+K0J04+hiWKApo3DaG6o/ceDcamwHP3nkmX3kP4/rNXOfmcWzl0zMWUdOxjeodhEkWllGxas5CfvnyNgSPG0K7LfjaQUUVM8xP/XPY8Ke9LkUMt2ccygvzHZJ8DG7sLQ24YBg888ACvvfYaLpeLtm3bctVVV9G3b9891mtPyg5b9LfffM2TTzzKzFmv065z77jcFXo4xD23XsnM6fdz/Y3TmHj2+dx0/dV06tKdt15/kbtvnMLX8z7k+Tmf4vWloggDtxLBpUpCDVWk+k0tgk/TCejmJB0xzAmpd7/9+eK3Ms44bn9WrVgMwMpVq1m15Hf87hg4+aueJ8nu1ynBcJhdlZV0ad0iVibBlGIoGjPf/Ijb77yLgQMH8uGnX/HeO2+hambbA9KLJiKE/Pks+P0PRp10OqOOPop+nVrQYLkrSjUunohT5exU6UZ0DU2VZpAvYZJBDSmorNhBzY7V5Jf0IiWjEJcas/3rUhCKmJwQt0vSEBB43AqBYKxePRJkxOhLGT3uGtb/OZ/W7Xvy+lPTuODGF4iEGnj/5fvYumEV5540iN4DR1BbvQtFUbho2kt4vH42r1/BrddP5aW3PmdtdTXFbbuR5a4hjAsEpMpqpFBQZYSIcEUDTJl8oOby68Q9GyFIz8gkPSMTKSWGYbpZ6pEQ9fV1hIIhpDTo0Lk75Tt3UF5WSlVlBRlZuRS37YgQKts2rkF1eXC5vbg9fhQB7Tr3N/k2NqcgqvVwLGfVBNAB8TyLxPfMmoQSo4L+FaDhnMwNRJOw8D63wTkXX8/atWv5c+kCOvYYTFFJZ756/1n2P+g47rzsKDatX83K5S3p2LEDr784k8OOPJaT23WLM4XGAQrHxO70MErUZsQ8kxxmIUyNS+mWdfTsfyCt2vZCUeDg4ybTWLuD66dOYuaLHyGiNgenZsXZr4H6ahRVw+P1x/VqbCIm2kbsNsTS0YuolkBQtWsnn7zzPB2796dHvwNRVZUw4NYkJR378dt3b7D/IRNt11rzGrHPZGYUKSWqNxtFETbPwqPB5nXL2LDyF66+azVff/QChx53LkKLD6xoghdBSae+lHTqa5rvou+VDVoEJrPpLy769z1PFNHEDPb/q+xzcTZ+//13tmzZkvTY1KlTeeedd3jsscd46KGHGDhwICeffDKrV6/m/fffp6qqKul5bTp0tgcRLZqcTCIQikpWTi4duvS0w1hbk6LLrXHi6ZP49OP3aAjoHHzo4cyY+Sz33n49Bx16FEWt2/PQk29QVNzRDFQkJG4lTEaqj8b6GlxKuEmcDZei41J0vFoIrxbisWfm2G28474ZeDxeIorb1mo4vRfsz4TEck7ynpDx4bZjZUzmV1aqj7pAmGAo6nWCNEORS2nnRtmwYQO19Q0c2jEXKRQ6FOcxZcoU/NGgZAABw0N2QQnX33AT8774gvvvvx9daBhSIWy4COsKYV1FU0y7d8RwBtSKBTbTpSCiC4IRhYYgVFaUEtYhJaOA1NwSjFC9vXI1pCCkqwTDKi7VIKKbsTjAHNj8XnNQ1TTBhKvfZOy5D+Ly57N26XesWvIjbl8qbbsdSGVVHRlZ2Tz1yM2cevbV/DZ/HisW/4JhGHz+7rN0GTCagcOPp6JsM6MO7MHEEw/i/juu57TTxnHT9VeyetWf1IpM+5moRgRNhklGGN0b4pgQIhpKHXJy82ndph0dOnWhY2dzIs3JzaVjl66kpKbSsXM3/D4fXp+P9p170bpdFwpbtSUlqjFRFCu7cPw7YL0TiZqGxHcl0WzSrNfJvwg0nOdLhB3LxKvpHHbUCXz58WsMGnEMdz/zNRMueQjN5ead529n8S/zuPjqO/hz6e+4XS7KyspYu249LreHhroaAo31u42TEXe/CdoMgcQlItHFQiiq3YiQqtWTnZ1OXU0ZQkAgLAiEBSdPuoatmzdQunV9XF87r2P1VW1VGamZBU2ulyhCxLxSgkGd1cv/oKHe9NIpLS3jotMGs2HdCp59+FomjerInOfuIRKoQhGSw4+fgMfj5clbRxMK1uN2QV3VFrau+40/vp/D+y/cxMxbj+e+qUP5/dvXUFVwaSDDtQR2/tEEDGzfuJxWJV1wezxk5bSgsmJ7E66FM/aIqjS9byvOhhoL17NXfA0wQwzk5ubuXeH/yt9K9jmwkZ2dzZtvvgmYKrXCwkK+++471q1bxwsvvMDHH3/MkCFDGDx4MKNHj+b000+nU6dOXH755Rx33HF7fR03QfYfNJjtWzaxaeM6e78THHTr1g1D11m1chlXXnYxH3/0PldcfxfvvfkKg4cfRueeA81zAL8axJAKaal+FBlGRUcT0S0aRVQRBqqim59C5+KzxtjXXfzHAiLRFakhVNMkYsONpgDCCUKcHAwnKEnkZmiKIDs9hV3VtU2OWeL3eDAMyY6KSnZt34w3XIdG2HTBjQ6sKgYlxS049czzycvOQghBGDeKMAgZLnyuEBFDENYVDEPYW0QX0dgZ1ndBMCJoqNlJ2frfCNRXY+gGHm8qmfkdqKneRaChjkBEJaILQrpikuMiSiyLrha7D92QUXKZwOMW+L2C0RPvpEXrrow45gIAKss24Utvwa/fz+WwsZfhS0mnS9+RDDrkdFb88SXff/I8GfmdmHz9U9zz/AICjQ18NfdV2nftx08//8YZp43h8innsbUG6ki3+1olkvC0/vpqJ9nzVhQFTXOhKCqapmFlmTXfoYTAU9Y5mBOC5njfnKKKeOCRGIwrkZ/R3Op0b4FG/LVjrrTOMkUtC2nfsSvhYCP3XnUCZx2ewwEjR3HoIQcB8Pj9N1FbWwNGiHsfeZprb74HRQFdD7Nt45+UblmPHgnGtccZiMvqA1Xodn8li6gqbP2UwYBBw1i55Gd27ixDNwR+j0HIcNO9Z1+WLf49WtZxrvMZCMgpaE16Vl5c3dZnYkCvcDjE7ddM5OSDi7ng1AO446pxVFdXcd/14+k/9BguvukF7nthAdfe/y7r1iznnNGdmTvnMbweF1fc/SYZWfk8evUIHrjyIG47vy8vP3Q2f3z7Cm6XZMThpzBq3HW8+/yNfDT7dlP7F6xE86TFgQEhJH2GHMWmtcvYtmm12VYlRmxXo26sioh9JgMViUTUvQUbUkqysrL2KTOKhP9GEI3KPgc2fD4f69aZk7+qquzYsYPp06ezfft2WrZsSWZmpl02MzOT0aNHs3nzZp566ikMo3mCZDJxuVwcfOhhzH3vTTxKCI8Swq2EURUdjxIi3FBNXV0ds558lKqqSl5+4Vm+/eozAM44bjAaodjAFdVieNyanazNJcwYGX610Vw5qRFzoI8603bo1JV7HnmONz/4ktdfmYUwIjaRdW8kmalEYHIv4o5JaXMyWudlUpSVZppPHGYUS/KyMthRsYsuR5zKFVOnohkh0oIVqDJCOlVoIoJXCeAWITQRIYKLIF7C0kXYcBEyNCKGRsRQCNt5YMxNSmzAYQXsCtZXUluxmbSCzqQXdEMKjWBEwRBuUrLb0VhfYwIVQyGiR7UcBvZ3MAGHEJCZBpoq8LixiWpC9XLDzCUMO/oCgiFQNQWph1FVF59/8DLhUJDeg45m4hVmaPxZ901CRmoZduTZqG5Tfdyu635MmHI3M99eyvQ3lrJpWwVDB3RlyuSJrN1huslKCwTExXX514GHczI2JymZ8Lvpc7ePi6ZaDEv75gQeybQXzXmcWCA8sQ17AzQsMqbm8I1w3G8AAQAASURBVEZRiHKLoh406T6FG+96gg/mPEmgvpLX5v7BLfc+w+b1ZhKxkYcfS3HrNnTq0pV+/QeR4vMhkKRnZtO2U09URaF0y/q49iVO6k6thhp9Ti4RMTWeUS6JRhiVCJoIU5ChMfaUM3jk+hPRZJ35zkrBkBGHM//7L+x7S0aODTTUABJV1ex+Tdq3Ua+X1ct/Z9WKxcx4YxmX3vwcvtRMXp31GKnp2Yw99z7qgwrVDSr5bfpx/g2zuWnGN3w191XuvHw0VRWlXHTTs4w85kwOPPJ0nvt4Cw++vIDr7n+L086/hRFHnMh+w45k2oxv+PWrV5h1/9k0VG7E5c+1wUIs8qeC2+OlsaGW1PQsKst32NqLREDhCDSMqsgmxzXVNK8oQnLKkD3/ByorK1myZMkey/3dxBrP/p3tnyD7HNgoLS3lwAMPZMmSJXi9XkpLS7n33ntZt24d3bp1iyublZVFjx49aNWqFVlZWc2aUSD5wK8S4dxzzuGNV59n3ty3wQixddNaXn3uUSaefgLHHX0QQ4cN4/PPPuGH777m6GPH8OmHbzD2tLN4+a15aEk4nBJBbW0tO3eWxV3LucIKSw0DwT0PP8URRx5Nq9ZtcbndhFWPWWY3gMNJELW0H1KIOHBhcz2EsE0oIhrwS1MUdjWEqAsEYzlSHGnmVZcLv9dDz45t+W3ZSuZ+/gWKEUE1wqiGCZ4MFCJoRKRGSLoJSxcRqRIyXGjCIBDR8GrmPRjOP1W0FyKRMNU7VtFQXYrqyyajVX9Ub1bMtGIIwrrAm1aAN6OYSCQcBSzmMSFMwOG0RauKRFUgM82MzeF1S/u45c6nqlC9qwJVMWhsqOWFh6bQtnN/jhx7AW6Pjwunvc6wI87E4/WhKpLqCtOcN+7iB6kPqtQFVLJyCrjn2a9584daOnXuysnHHcrvq0ppMFJ2CyyaAx7JNFeJoAWgR+/+cZNlzDQS025YE59TErUYZn8lM7U1Nbs4y1uSaA5xXidZXXasDQfQUKNRbFetXMEvP82329O3V1cWrdpB7/5DGHtoDz5/92memXEXbdt34POP3+GY406kVeu2KGqMZ6FioKoahUXFtC7pgDQibF63grqaKqSMaeKcACOx7YkihUCRBi4R4pLLr6d613bWLP8F3RCkusMUFBVTtmO7Q0PS9P53la4nHAo0qTtpEDQkVbvKyczOJzM7H0MaKIrKst+/4eDR5+D2pGBF1I3oAt0QtGjdlVtmfkun7gO54exB1Oxcz1EnXUDX3oN5+fHrmPPMLcz/4i1CDZVoiiTFY1DYopC7n51Pis/Ny9Mv58cvZuNWAuwq28LGVT8TiYT5dd4zlHToSfsu/ejccxDfffISeiSEqsSAg/O7M6t1sv1/xYRSXV39H4kM/Z+WRI3mv7L9E2SfI4i2bduWhQsXcuKJJzJnzhzGjDFNDT6fz85VYomiKFRXV+P1etm6dSstWrRIViUArTt2ZeMac5WkRN0XhZC0aVPMzCef5vrrruGKSy8gP7+AocOGk5efRygU5O77HmLd2rW4XC4mTRjHjbfey3EnT4iqs01tRtiIEbMkAlVzsbN8Kxk5RSAUdBnL9HrhpOPZunkj9z76DF269TI5HG4VaRimZ4jalFhor4IcgGJ3bq6mZiM6CEQ/LQAjpEEwFKSqoZG0FjlJzSnb5r2K4nJz1o338sNPv3LsiMGkRsqpTcnHb9TanIWQdNkqQCsBmx4leVraDEtMsqiksWoLDZWb8aYXoPnzzLuLghEjWpfTDqwbBhUbfyOjRU80Tyq6Icy02FYRaYZS1lRp5l8QZvTDhqAgxSupD5gEOJcGHpdk+4bfyMlrgapqnH3lYww/+rwoWDEYcsiJHHDoiUhpuoR27zeCOT9GXaaluXJrCCr43Aaay8tRE+5DSe/EzddM4ZW35hKUHrToStnJ/4H4VbVTdkf+de7fVVFOdk4uiN17M1gaiGQDmaVhsDQKiZdtAkASJuR/FWhYYmo3Ina5px5/mE8+/oC5874nNTUdf2oqmjuFQw4/gg/fep6qXeWcfd4lZGWmUlffwDHHnoCmaVheObb7rq0lEGhCkJNbSFnpJqoqPOQXtcHr8dhllCjgtwiiZvv16DEzWJuUgAAhJZoK3br3YMe29fQcMIKIoZBT2IEd2zYjiEYxBdvTTCIIBRqIREL4UzLsffH9aH5a6eqFEPQdcABPPzKNS0/vT36LNgQa69m8fhmdew5pEp8jHIGIEKiKh2PPvJlASOeuq08mr7CYFYt+4LDjziYSMfjqw+eZcfs59Og/goOPPo3BB48hOzOFC659hE1rFvP0g9fw0iNT8admkpGdTzgUICU1nRFHnIqmSk4551oeuflsLhrTnl4DD2brxpVU7SrDn5JO515DOGLM+bRq1xNNkXY8jURC6l9ZtVdVVdGmTZu9P+G/AoAQ4jZgNGa0hTJggpRyW/TYtcBZgA5MkVJ++p9qxz4HNtLS0njssccYMGAA1dXV9v4uXbrw7bffsnTpUnr06GHvLy8vx+PxsHDhQnr27LnbupusKqWpFejXpycfz/2YSMRA0xQefWwGP86fT1paOu+9+zbjz5jIzz/9SHVVJbfddBV9Bx5A2/Yd42y+jboXlxI2E3q5NaQU1DeG8Pr80Yyj5qB00CFHcc+tV3P68YcwZOiBPP/88/z6y/d0bN8OjyKbJFdLBBpNJoSE1PKxcjEvE/scKRFSkpfqY+HOSiKRCC7NCk+ugqEjFdUM6m7oZKamsG79BjZs3kJJq6JYfdHYDGakUDMwlzWB6bqKS9GpD7tQFUlYV5BSEgkFUDQPhqGTXtQHLWqisECGNVhZqzdNlVEthoo/qy3VpX+SXtQPoajohrABAZihzb3u2CAukKR4JPVBhVSfORD63AaqAhvXLOX3+Z9y/b2v0H/ESViBq8PRaxrSTADXGDQBosdl2HEOLBBUVl5LSlomXpfBocedzSszb+Lbr75g5MgRccncdJLESEkAF8nMIk5zheXdsm3LJhNsQBOgoEZBhCGa0ZwI86qxIGnWbBCbsBPdMpuLt+E8puymXFyo8ihPwgIalkfINTfchj8jn2OPHEk4HMLj8fLNT0vw+fyU79zBjEfu5YKLL+PQQ8+grqYGl6YiE9qfeK8SQWp6JqlpaVTu2omQZgRQgYGqaXF925xY/JswblSh06KkB5vWLkMVkkBEBS2NYKAx9iyF2RSr72qrSknLzLfJzda1koEOQ5p9lZKWyVNzfmHBT1/y9INX4fVnMHDYsaClgzRNjomTt26AERaMGj+NwuJuuN0qZ17+FLm5uRhS4NYk9XXV/PbdO7z69B38/uPnHDJqPNkZflq2astdMz8mFAzg9niJGILFC75m5cJvOfL4iXhUnVZF+dw980PWr1rEskW/ceTxE8gtaEnFrioW/vw5N190KHc/9yMFRW3j9HB2FFRhPqO9DeedlpZGRkbG3hX+u4jc+/v7D8p9UsobAYQQU4CbgPOFEN2AU4DuQBEwTwjRScq/YKv/C7LPmVFCoRBVVVUsW7aM0aNH2/t79OjB1Vdfzbnnnhun4cjMzKSyspIbbriBBx54YLeus06xsp8Ke+Vv4I7ODeVlpRx62OF07NSZQCDI0mXLueTi8wEYdfyJtC5uZRPdoOmEEcGFPyOXhoYgEcP00ti2ZQMCnRNPP5tFq3bQq09/5n//NTfeeD3XXjWVy6dcaKpu9WDSOp1usNZvpwnFJIo6Ym5ghu9zeq8IaSCFwKWp5KT5qahr2G0f3XnxmXQpaUXfY8cz56PPyKjdiiINMsM7zRgJShAr3HPEUOwtqKsYhqnu1YN17Nq6hJodK5AS/FklKK6U6KQubOAgpWkagZjZxSKSaimFCC2F+l2biOgWQInnbQBx2hSJOdh6XQZpPh2vy8Ct6Zx54S1cd++rDDr4RNvlz8wFIaPXMycN3TBXkNX1ZiHdgGBYYfEvn3P2EdmceoDCJaf25c+F33H9fa9zw9WXsmFrDBzvTjX6V9SmTs5Gc3yNJuUdHhKJGohEk0qi6cXiHjl/O8+PAxd7ABqSGE/DMp0ANugoyM9h+9bN3HzP4/y+aif5BYWsX7eawqLWZjlNIz+/kLLSbRS2KGqiaWkOOCjCQCgKObn5eH1+GuqrWLtqKbsqyuzxwTZhRLUcFki0uTJRE4yCQW5+EfU1FQQjJm+obcs0dlXsjGq7ou60jjZl57ciM6cwaXubM5sJAR63wqBhh3HSmVNZtfRnhh4yNtqfTTdLpAShuNj/4NPoO+xkUtPzCYQUwhFBfUDB48tgyGETuP2pb5BC45mHruKlGddy0yUnMHvmLaxfvQiBjkcz2G/QMMaffz2ZmSZxtHTrRl6eeSvhYD3Hn3wm/fcfQpuSNnTv2Y/Tz76a40+/jCfvOh+kEc3US9ynJWP337tpqEOHDrZn1r4ikv97gqiUssbxM4XYUmQ08JqUMiilXA+sAf5j0dL2ObDh9Xr58ssv2bBhAzk5OXHHrr76anw+H1dccQVlZWUAzJo1i1tvvdVeRYTD4b26jhlV1JFGPEqqFFIyoH9/fvpxPkKYKvuff/yBqspKfvh1GbffMx2XOz7hmKroqIrFUTBTmGfmtyUtKx+JoHznDo47pC8Du+Qy/5vPUYVOUcuW5OXloaDz4B03c9TI4UghMETTR5ZI+HS21RoU4wcvAyF1lOgmjOhmlZcGJXkZFGSkxhNElajLraIipIHP4+HuKRMoyMnk+bc+ZPmqNXadCrFJSZcCl6KjGwqaYmAYAkWR1FeVsmvrYtz+bDJb9jb70xFvw0kUNRzgAiAUETYAkVLgze6EK601ET2WZExKbPfXQChWbySqibDMK5rDLHPoseMZdugJUdt37NalNM0sUpqAwzDMduk67KqJDQiaO5Xu/Q6ibed+bFq7hOvOG8nDt55PXW0Vr8x6xJ5KmphLkgwszVlw7WeYJHepXU4knOfwrnAeTyaJ3ivJJsBE0KHGaSoM+7cgkXQa5UcI3TZPuJTYf9ICHQoGGzbvACPCx++/xbZt26mqqiQlLQOfV+Pam+7gptvuo2+//hQUtsDj9WLFsnC21QIJTo1S4mdGRhZt2nakrqqCDWuWI3dDJFdFBCkEqozYZpItG/6kXfuOtlbBEB50XU/av3XV5ejhkB3zIhk4E3F9Z5EzDTMVgpAMGHY07br048ev3gMj1ne25q6Zz8TjqiIJRUxAL1xZTLh8Jjc89D6nTb6DsROvJxRs5KGbz2XCMV14/7UnqKk2A9hJKXnzxUe44JQh7Ni6gZsuPZlN61ehKeZzT/GEcWsGJ555CfU15bz/ygOAg6cRBU97A44t2bRpU7MhD/4/kVwhxALHdu5fOVkIcYcQYjNwOqZmA6AlsNlRbEt0339E9jmwAXDQQQcl9bVWFIWrr76aBQsWcO655xKJRLj66quZN28e06ZNo0ePHpx66qlEIpG488LhML/++ist27Q1U65bbqX2pO0kVwqGH3ggX37xOe+9+zYS+Pij9+navSeNgWB0CohNGrqji61h0AIeO7Zv4o9fvuO6y86yy0w59xRmPHQHhx0yklAoSLrPy4EHDAawXV6dEgcyMMmjiQDJKmeBCcvzRCJMEwkOc4sRZd0rgsq6RsprGhwh3GmydBJS8vWTd5GTkc7L739KSs02AHLC25FSkKLFtCO6VAjrgprK7YRDIfypWWQVDyAlqxV2ePgEgGESSE3XWOu4tc8iw+mGAOHCQKVux2LCgXqbIColhMIxwGFpRILRfZZHjC5jrriNIZWwbplGzEFaYoIPj8uItS96DVWBYNjc163PYG574nMefvkXZr6zkuJ23dm2aRWRSJgt20rt59Sc9qJJorA9aDmsZ11S0m6vBm4FGU0bKOMmtz0Bj+bamEh+1BKBhWVSiX6XiASQ4tBoEPtf/vzTjxx50AB+/P5LFv/+I6eMGkYkEiYnM5PGys20b9+BlsWtadW6NVnZuXH9ZGsfkgCLxM2K5eHz+WjTrhNFrUpQFEHlrnLCwUD0Ho0mz0FIA7c0jwfrKxGebIQAr0vHQMPj8RJobIjrQykjlJeuj2tTYh8nAxxm/5nfNcUgIyuX+575jIqdW7j94hGUblmdFGhYrqdNjzlBY+yYGUgPvJlt6THwME678F5mvLGYy2+dxdI/fuCMo7tw8elDmTS6F9989hbTX/mBy259jklTbuPys4/gwzdnsX71YpCmZ53fI7jx/tnMnzeHy8f3Z/Evn9lusJZ77N6SQysrK/F6vXsu+DeU/yFvlHIp5QDH9pTzGkKIeUKIpUm20WYb5PVSymJgNnCRdVqy5v6n+mGf42zsSQ477DC2b9/ORx99hKZpbNiwgcLCQnRdZ+rUqQwcOJA//viDgQPNGBiGYXDSSScxf/582rZtyz13301xcTEGClrCylEg0YwwmZmZTJ8xg7Cu8MzTT9KhYxduuesRE6hggQxrcoyS1BLIcJowQA+xavkC/lhg5g/o1KUbWzdv4onHZyCE4Pxzz+aSs8bHztFDRFQ3itSbDn4WuLAG1qiJJEb8tPbr8eUtsJKEUKqpCmt3VpKT5nOMVCaHw9DcCD2CVBVa52VTlJWKqigIQ7f7weITWDklZGAn27duRlFdaN5sNLcPEXV1tTQalieJIrC5EBbAsP4Ghh7Loml9yigAUbz51O9cij+/H0J1JaiUBYGQwKWZPI2GoMDrltQFVbwuMxBYo64gotc2gYQ5Ebg1SUNQwZACv9dsSEW1IBKRqCp4PaZZBkzNiapIWrRqz0Oz/+C3Hz5i8Y/vsX7lQjuXTnMajkRJ1Eg1PW6SFn1+f5PyJlEgrnATlWwy4GPBWSOJ54qR8NtZX3PmFYt46gQ4gB2aPJEYCvDTjz/Y5WprqujWozfLly7ikYfuYc6rL1JcXIyUknMnT2HsyaeZ5ya0J/Eem2iTHPdtcisEPp8PkOiRCOvWrCArJ4+C/DxUVUWNttEyZRpCRYnUsuCnb7jkyLPRVPP6VbUBdEPH4/XZ968bKvVV5Xh8qbi98c/Kapvz07qfaIFoPeYD9Wo6nnQ/d0x/h7dfmcltFwzmmNOu4tCxl0VD2EfvSdh8cjtEuDXRG0neO0VI/On5gAk6LE1j597D6dBzOEaomjUrl+HxemjbqQ+KogAGhxw7gfwWbfjs3Vm89NS9FLfpwC0PvkRqWgZtSkp46vVv+fbLT3jk5rO47NZZ9Bp4iH1v6l6ADcMwqKmpaeJtuK/I/0YEUSnlIXtZ9BXgI2Aapiaj2HGsFbDtf7hptuyTmo09iaZpNDY28txzz1FSUsKnn37KunXrSEtLY+DAgdx3331s374dgOnTp1NaWsqmTZs4+eSTOe7443nokelUVpsR+ixtghQKhlAxhIouNbr37MujDz/A8AMP5pa7Hon+MRVzxR2NJaEbqu1yaK0oLVGEQVpGJgcdNJIlq7fz55pNvP/hJyxavIjnZs0iJzubYUMPIDPVb4KLaBucErdKc/AxLFNI3LY704mhx2tBou1M83nQVI1ddQkuekKBaJ4VYUQQhs5phx7AV78sBCFIrd6CoahkGuVIBGmuOiKRCBWlG0jLaUNOq16oLh9SYpswFCFj3AwZI8Ylo9hYmgWnhsHShLhSClHcOTSUr0DXJZYSqzEo7LoDoag3jCFoiOZPqW00tRmhiKAxaGaaFQLbldYikaZ4dAzDrMPvNSOSaqogHDHBixVbIBQ15whFZeCwUbTvNhih+eNW08lcURMny73hbwgM/ly+5/gDzV3TeTzZMaf2wvoeH+SrKY/DyXmw63dwNVRHCHQLaDjltwW/sv/goWRmZdOyVRtuuftRABb9/gvZ2dm0atWKopatOO74E+z+jLuPJmanpvfmjCpqlbEkvyCf9p26oYeDlJfvRCVim+wsCQUaOXP8eNp3HUifAfub76MU5KWY92MYkTgzVm1VOVm5e+aWNGm7w6xlPUNVMfC4YNyE83jghR/484953HLeADat/hVFkbbJRXV8WtoEME2IQpgh/VVFoqmSUMMu6nauxBkjA2JmR8WdQdfeQ2jXuT9CqEgpCEVUwrpCt/4Hc9WdL/Lih8vIKWjFM4/cjCLMRZWmwPCRR3HZtCd48t4p0cBpZv2j+u95vRsKhcjJydlnM73+D2k2/mURQnR0/DwW+DP6/X3gFCGERwjRFugI/PLvXa15+UeCjdGjR7No0SLOOitmnqiqqsIwDKZPn052djZnnHEGNTU13HXXXTz99NN4PB4uu+wy3n3vAzZv2cKBwwdz2z0P8tOvf7B85WoaIiqGUDCEwqeffcqJY45j7CnjuGDKFSYQcQwRlggh7VW9lbHRrYRxiQia0MlK9xMOhRBGEIuEZkiV4cOHc8yxx/LlF182e49OzYRlOlES8phYWg2nWysQbzpJABkCcx/SQAhBUXYadcGwDTAQCjLK3TBcXlOD4nJTnJfN1tIywgZI1YUhVMIGlG3fwvYtm8jwhWnRrg+5ORkIIfBoRmxIdazEZFRbYZlO4kidSf6EFsiQ0uRPGAa4MtrjSi0270hCOGzubwhYAb9M8GGSSKEhYJpk6hoVQmFzf0NQsUGHZcKxBt9Ur0FEh2Ao1m5NhXS/ETcwhCKmJkVVoFXrtixbOJ9lf64mLJMPmklNFnup1WyO35HI3bBESTyewB2wAn81iYCZQPpMBBm7025YEhdTI/rdNK/oCAw2btjAzz//xM8/fk9V5S4qKnby7ptm4rxNmzby3KwXueOue5n1wmw8bldcPzVLUE0w5yQzDTk3ALfbRavWJeTlF9LY2MjaNWsI1VfZC4/P580jqGvc+uALuKP5eaQEzeUiEg5HV/4xwNiypCveaLp7q38Tr9kcaTTxuajCTG8A0LF9a+5+4n1OnTSVe688mq8/eKpJMLZES6jzU4lG/gzX70DzpO7WtGH9H50LAqu8bggM4WbiBdfzxSdvU1G2xb4fTTEYNPwwdD3ChjWLo+/W3r3bXq93n9Vq/E3k7qhJZTFwGHAJgJRyGTAHWA58Alz4n/JEgX8o2EhNTWXlypWcfvrp3HDDDRx77LH4fD6qq6vJyMjg7rvvZt68eQwaNIiTTz45zlV2xPCh3HnvI3z+1U8sX76ce+6+k8mTJ3PGuFPYUVHP1KlX8MA9d/LQYzM5Y+J5Sa/vHNzVaEhytzCJXBZxUhU6mgLFbUqYcsE5fPrxByD1qAZC0qJFCyp2VRJWPXHmENWINI0ACvHaDFvbYXI4FCNiblGNhhLdhFVXAsiwRRrkpPlpk5dJEy8eaYChmzN8JExBVjoNwRB6ZRm66ia4bS3LV69Fi9SQXdDSHHCj5hUpTfDl1qKgSIm5t0JsEAMLeMTQvVPzYWs3os2IeawIcGcRrCsjWL0hGqbcPB4MRTUhOjQGzHrCEROIWB4mwZA5+GqqpDGkoCixAV43zBDqKd6mWhfL/BIKm3lZDGlqOoIRQcfeIzn3qseYPPFEqqt22e9J7NzkA+/eaDb2RhJXzUnLNMPdSAYydkcWdWpPVIfWQSCbAA3rn+IiZF+rvqEen89H/wEDueyKa/D7fMx+fiYA555/ISUlbShu1RKXI2qe00ySCDKcKQYS78Gp1UjUMFhLCE0YeL1ecnJzWL9xExs3bSYSidCuXXsW/f4jb7z4KDVBDwA+l07QcOHzpxBqrIuakCQ7tqzGkBE0pemga3uqODk0iRux+7CivWqKgSsabt7r0jl81Ek8MOsbPnrlXr5493Hc0ci5TnBhR/e0tEzW/0oPEWqoICU9Dy2qBdEU67rSPt98vtHnpzR9V6QU5Ba25uQJl3HJWceyq7wcVZhtdKmSAYMOYsmvX9nalL2R5cuXN4mhtK+IOd79+9u/1QYpx0gpe0gpe0kpR0kptzqO3SGlbC+l7CylnPtv3/Bu5B/H2bDkzjvvZPbs2dx5552A6Tbl8ZgDQnp6OqNGjeLEE09k/PjxTc6VCNKzcnn6hTkIzGyFt914JQfs14uhw0bwzoef4famAmacA1UYZvwMYWBIxbYdG1KJ5j+JWBUDTtKXgTQibN2yiUunXMDzffsye/ZsvG43ejhMWorP9IixAEA0AZuTl2F+OgbMOHNK1GQiY+E0FUNvos1IxtdwSmMwzLodu+hWnB+zMyuqmYbe40NtqKE2EEJTVYTmxlBd6Jqb1m1a4E9NBYJUR7ykugLUhnz4XBHqw+aK1NJaaKq0PUcgqtlwaDwsBwGnh4iTBGrvk9jASLgyCFWvQ6Kh+1uiaQIpJRHdDFuuGxI9CKoibPBizV+BEKT6zAE1EFZIcUcH+CgAAchIlVGwIlBkgOcevAqfP50Bw4+nbee+KMJM+y0xORwnjTubdUu/5v0PP2PC+BPtNjsn+WRcnGR8g0Rwkp2TQ4zToTQpKxEgHeRJIUHGcwQSxeQxJPxOkEQuknPydgbKSuRTOF1dFQw7KidAj+5dWLZkMbqZQYhJZ5zGho2bUTQX7du1QVUd2UuTcB2sdjTHibFDoSfpW+tYYoRWhEpeZhrZaZ0or6hAVQQ5bftSUNgSDN281+jlQ7pGRmYWpWWVlKRkUldVTigYQHNkgbVgkmIHHosXI7rPakWi5sPmwURdSc2M1JL27Uq4bcaHTD1zGPsfeDyZOYVmfVLEgQYpsSd7RUAkEsaf0TLmJUOsrPVp8aOsc2J9Ft/HUgpOmngFoUAdl51zLNNnfUB6ZjaaMOi3/0F88v5sTjzzYg7uuWfCZyAQoLKy0h679zlxaGb/f5d/pGYD4NBDD6Vv3758+qkZEC0jIwPDMFcZiqLw/vvvJwUaED/gSwRCCKbdfh+LVmxk5rOz8XibTwTkXDFZW0RqKJjZIq1NFabpIy3Fz333P8Sks85m4R9/cP999xOKGPy5fBl9+/bDpQccWg1TOyKkNDUTSXgWMW1GOO64U5thApDoFufy6vhXWPwQaeB1axgSKmob7P22V4seBmlQXddAt27dWFregFJVSnZWFoVaAEOqRKTL5rNYWg2fK4KUmOaUJLbJmDklps2wgIZhxAONmKZDYhjSVLZEQAo3WmYvQrWb0AMVhMPS1n4EQ9LWioTCZoI2KSXhKOFTUyEYNjUTWjT4mBEljab5dNJ8uu2K69IkH73+IN9/9grbN6/mkRtPYsrYdrzwyGWsXvw1Pi2Iz6VTumUta1YuJT833c4i3Nz7Y717e0MiBWjVqniPZRLFOUnEqeqb0QJYx2H32owmdTsmSiuJmVnGQEW3V39gAmc16hGlouMmiNvtRlUFWekp0WRzlgaiKaAwQU5ybUXiMef+ZMfMNkQQGGiETQ2j5qIoLxuhqFRV7KBr1060bNcTkPYkrgqD9h27s2zJHyB1Ksq2kFdYjJUkL+4ZOMw6zs3ixFimrMTNOuZ8Hi5FR1EkbUraMfSQE/jqg2cc2oimWg5nn2luH6k5JXEmzVgbY+BCsYmmZn0258rBDTGiIOjMC25k4JCRXHruCdTX1aAIgwGDhrLkt+955am7qK+vZ09SXl5OTk4OYne2nf/KPiH/WLBRUFBAbm4u33zzDcFgECklS5Ysoa6ubo/n9uhQaH93DlhWVk1rf2KZZKpla3BV0FGIuaUuWfQ74WADioDvvvuWdWvXAPDpp59w9NFH8v38+ezXpcSuz3bJTYypgQUuomBCmvYEe78eQdEjJsgwwtHjMe2HWbmRfJ91DSFonZvGpp1VGFFwYkUTFeEQtWGYv34nOak++rbOQXN7iChuQpoPv16DgUKK1oAhFXyuUJx6UDeEufqPrrQst1awzCkJmouEwF6WJsPcHOYUy8yi+lAze2OoGeiGQSgcOx4Kx+qyiKRCCCKR2EquMahQ26g6bM/mij2iC7xuwx6IM7Pyycwu5M9F36K53Bxz6hWkpmcz874rOPWQ1pwzpj+TTxnGsWPP5ICDx8RNdk7Gj1N2Z+5IlNWrV8ZNwnvib9jvKQ6+QAKgsEwQiW1qjqdhaTOSAQ3zWk05HKYWIcbbkDaYjb7nhs6mjRtJS02hID8vps1LaLOzLxP7L5FAujfHBBKVpsRVzTDNPYZQKW5ZRMuSbpRtWkZt2UrzPTLM9ru9KWzasJZwOERKWgYpqWk2sEg06yQz4Qjnc3GAEKsOJxixNgtwuDWdw489nR+/fBOPZobp19SoaTCaI8hpKgkH66jetggrORrgIJTGt0GJJlRzci6S4QApTW+086beQVGrtrzx8pOAmbX72Te+ZvFv33HXXXc1PTFBgsHgPp9S/v+aIPp3kX+sGeX2228H4NprrzVXFEKQm5tLeXk5aWlpezzfOQA4B0aITYbmgKSbbrJR+3Ni5FDzmJn91CVCCHSklJw45jgAFi9ZQn1dDXV1dQgh6NShPW2LWzLuuCPp2K4kvk3SQArVocWIBwgigRCqREJxv7FyouzObCINRCIGlToZfi8FmakYuhnWW0RCVNQ14oqEyHQL1IYqRKAOd0MtoZwifIEqqlPNXDSGjMKtaN4NvytEfciN16XTEFKjk7+pNVAVk7Rp9nP0vkUClSS6PwY0YiDEIotaIEUaEqH5kYYkXLEY4c1D+logFGHuM0yPEjABhzeqrbXInyk+c3CuD6pk+KJeBogoOVXYKewPGnUWBx5zFroh+e37D3jhwfM5/PhzmP7qL+wo3Up1ZTk9u7QmI9WFqkTQUW2zgdMbozmzyZ6ksbFxr8qZ5pOYicQZftxyT402xJZEwJFsnxUS3Xk8zqzRDNBwmlOsfZb2TA+HUFWV1q2K0NwehGjaK8I2OMT6znk9p5bIaSJpznxihiJX4tputdECGgCqjOAVjaxfu5quvQfjySwhYkgadm2EnBacdvblXH/xSZw68RLyi9rGmZGSmafiOCckPAtn3zjuyQZyltZBmr3hUnTad+7Nto0riUTCqIrL/F9FPauQ0v4ECNTuwO3LaMLFiAc7Vj8lfy+dJpb4Nqts3rCGLz95m3lz3+ahp9+mTUkHDh85hNWrVyetyynt27ffY5m/u/xP8a72dflHgo23336b+fPns3DhwjhgkZuby6pVq2jbtu0e63CuLJz7ol+AeNCRzPZtlX/u6ScobFGEEW4kMyuLgw8cwXPPPsOks87mzttu5cabpnH88cfz6MMPEWiop66ulp7dupheI9LkR6hG2PTrd5CFk4EMIQ0UPRqzQBpRc4lTg7GbSUzqTWd2odgApFWmn2AoTG04zKaKOvRQkPY5qShGiCWrN9CrUzsMXyoRdwq64sIfrKLam4+HAHVGKl4tREPYa2dvldL0SmkMq6brXdgCc9FLR7ka1iDm1GokAg1rnyWGbv4wJBD9LlI7EqlajGHoKL5W9jUiEfO4yyUIhszvXo9pQmkMCtL8ZpyNYEQxc7LopoeJ321QH1Rs4GGCHMH+I46le5+BXHZKd44cezZffTSb2uqdhOsO5IDhB+NXYjElEle5RgLQi01A0cnTSX5M8ixjsRlik7BzImvyjgqJKg0zFoADfECMF+CUZCDDWVcTM0EC96E5oJFYLhQKsXbdOlq1bEl6qhlhObFvzHpiQMNuUxLAoKAjURK0CWaMEsVuh1WXEXXFTsLdwCRpK0InrLqRRoiGgIHf5yEcMdANg21rfycvv4hUv4d3Xn6EM8+73OQCieaBhPP5WGAkkY+SGFzMud+QCopiLiZ0KchOVxk84kjGH1LAlBueoLamnPlfvc/Io05j8CGn43abOYQEBoHaMvJa97Y1Jno0xYCB+fnr959Q3LYjLYvbmedE+8Y0mTgIowlEUjD/l3fOeItgQw3jRvUn2FjPR+/M5rXXXuOzzz5r0rdOKS8vJxQKUVRUtNtyf2eR/JezYck/zowSDAa59NJLeeGFF5poMNLT02nZsiVNPCuSSLcORU1U3E7brlOdHKcSF/ExFBRhcN89dzL9kQf4/bcFnHP22Ux/9BFGDh4AwHvvf8CRRxxOqyw/l5w3iSXLljN+zCh7xjUDZCmxQdXBr7BiZ1jur4oett1alWi6d1uTYeh2nU1icCSqDeJcP3T7UxoGmypqWLxpJ3l+jb6FaWRoBtLlZldDgIiuo3v8uBqr0VU3Yc2HRCGCC12q6IaKRw0jEXg13Zyko0RQpxlFUWQTDYXdHCM50Ig1VyIN6Yg+6rilqElFr9+GjDTY5wAIRdgaFTB5HGa2VxNw2GAgGrALTDONS5N2kDAhrCBgkJNbiD81k9eefYDvv3gHT2o+V51/PLvKSznhyKFs2VaaNBGbZXZLZlbZnextDAILRCczH/w/9s47zo6ybP/f55mZU7bvZneTbHpPgEAChN67dClSlCq9CIIoSBEQpb0IKk1QujQRUSmiqCDSWyCQkB5SN3U3W06bmef5/fHMzJlzdjcJAu9r+HF/Pudz5kw7c+ZMuea6r/u6IZb+E6Xgxg4qCuJhlX3uASzK2IzI1yLQakCoidIlLrXZbJY5c+fS2NhIdXV1iatvz9+jSt5lCYDxA+DgR/OE5bXxccVt9KN9E//tGoGl3OA9rAbTOLrAHrvtzLR3/x2wmDa1zaNoHrY5nWtXs98Bh/HAPXfyrxf/Ge37cL29lbyam33MdC9Me5W/l6WOwv0bfraFwhaKa3/2a4aNHMt1l3yTO2+8kJGjxvDCn+/n/GMm8sGbL5C0FegCNfXNOMk0jqUQAlK20X6kHQ8pFD/6zsGccsimvPPq33qwHqGzaV+hEDQ2D8TXgj33O5Q3X/k7d/3iGh577DFGjhzZ53IAy5cv/0qr8SWKLxXYyOVy7Lfffmy99dbstNNOPaYLIRg4cOCG90dZx0kUnvbFdRcvBvGn1fDCNX/+fC7+4aWMGjmSn/3iVpYtXYJlWWRzOZRSfPDuu/z2d0+x/167s91Wk8t6nZS6gEbjdNGe3PIKRhzqu8ZyXCsDPAKwEAGLEDyUJQR7AJDIi0OhtGbZmg6mLVzB0PpKEo5NrSPBsrn+4afZ+uSL+eub73PWsYfiO2ncVA2JQheedEgqo9VIygKelrjKwlMS15c4lumTYktTUqq0YQyUEpE4NDLtCu4h8WqTeOrELxuONB2BaDR8aZFE1m+FlmlUfiVa+6Wt7lXR0Cjuo9GVsyLthhHGqUjc6vmm10tYzmdbmlyuwMplC3j5Lw9y9o8eZJsd96BlyEjee/sN5s+dxYfvv2NuUFpGT9lSlKYUwmOwnNXoIeYFNp0wofT4EAEY7UUPEI9iKbbCKgMLFmZcvFzVDkq5bVHs/REXffb6OW5PHgMZoY6pnD1Z3dbOwAEDaCrL1fdFR0dAI7advQGHHn1SQtAVmxatUxd7I8XTJ6ZBoylFd/w8Q0ZuyvNP3c/atuURMHaSFQg7xX6HncQxJ57NO688Sz6XLXqblAOGMga1BJiJ0gebombD7wFY4kDRlh6JhMV9j7/AH/8+jSHDRvPM7x/goK8fw1kX/YTbfnomJ+w/ihefeYCG/sOxhGb5oplcce5BHLxdA1d+51Cu+u5RfPvQzRg+chzX3/EHbvrRKfz5sTuM7kOYkthSjUnx99jSGBkmLZ8VyxZywsFb0tXRzosvPE2/+hq22mqrXv/LMJRSrFmzpkf/q40xvtJsmPhSgY0nn3ySF198kdNO67tHzZo1a/joo4/+o/X3+mQVBxkh4xFcbB1RQOJz0oknAvDB22+w0zZbAvDG66+z07Zbc/VF5zFp0/GcdN5FuPksJx97ZGT5HXxBCS8ZNuCKsxkyqAgJBaBSeZGIE4rajvhRu042I3gXyqcjk+eDBctpz+QZ07+WtAVDalMsXNOJm8ty79P/4Iyv78uLt11FY1MzlpdDSRvPTuNaSfKyAk/beNoiIT18bUVmRJ4ygENr01U1LvqMt8yWsgg8wk0MhaARsFAa3y/+vhBcxH9e+BLCtLVX2VWo9vfRfh7fL14s/cCqWQojIg1BhyU13XkrEFUaJqYq6UdaE9syYjwAYSX5xRMLuPG3Mxk4ZDwvPPUb9j34m1RVBWybXUOnWxHcTOI6n3Ix8brLksNobW1d5/TexKK9pQhs4WOJUoAB5kbWY1yMoQjnscp8NEo+U3xqj4svDS2vWblyJdlslkEtLdTX15eAi96ARm+mXb0ZdkE85Vh8L5rglY4T6JJ0ZbT9Ougb5Bei82/nnXdml9334vcP/ZKk5WNLk2Ko69efivqhrFzVxssv/YNZ099j+dKFJeedRSlrWg72QsFt+edyYalhM/zoPc6qOpbLoMEtHHfSGeRyGR68+yb23HMvnvzLm5x67uW8+pf76Ghr5cNXf8eZR+/A2NEjeeQv0zjosKPY98AjuOEX9/LQn15np1125VcP/52H776W9994AVuqEsGojFWlxGNt2wqeeOBWAHLZbsaMncA+++zTY9+WR3d3N7W1tSQSifXO+98eX4ENE18qzcZzzz1HU1MTah1dG+vq6pg+fTqu666Xeh43agiz5i6MLnTlgrcegq3oSS/UUChmfPwxT/z+9ySTSS78wSV0dXczavhQstksB+y1G1M/+JBrv38uC795BFtO3IS5S1ca4BDma8OqD4r5grgTqLEb96LPcV1G6K9RbgAWj3CaFrI4r4ZMwSNhSyyhGd6vivqqdDRvS2UCN2lxzW8eYbORQzj54D0Rlo1nJ/CtBJZfIJ+owvHzdMsaHOnS7VWgtCQhPbrdBLZUuL6M9BtKFbtQhiLR8CZecEMpSdFIq6jbKP6W8pOyfFoIJkJthawdj84swmt7j0T95ihhelZIW0Q6jlC7kXehMmVKCEPthgjy21UpZfw2/KLmxLE1AwcPIVcQLFs0k5dfeJKf3v5nVi5fzLdO+z6Ttt4R3/d5/u+vopTHjrvsScoRVMie5YBxRiMaVwZ8ly9fzsAB/QlHayECMajRbvTFCoS6DFMJsm59RhiR62fY6VZ4JUxf+Bl6ajOgNNUhhEYpxZIlS8hlMtTW1kbLhbEugV1fZmhQ3F8hqCgRYWrVIzUTjot/js7pGPjQQhjnXAFVei37HHQM3z/nWxx81BlU1w8iu7aV+qb+IATLFs1h0aJFjBm/KYVczuiAMl04qUoQ5p9RJdcVXRTrhtqImKdG/HN5xH1NVGzfWMLn69/4Joce+S2zv7VGCpttt96cFUt25tTDt6J9zSoAHnngTs75wXUM/trBeFpiC9NFRWtoam5kzPjNuefWq9hq+z2QIcMYYzTC3xMygI/e+wue+9NvAehY287fnvsDf/7TH/v8z8Korq5m4sSJ653vq9h44ksBNp566immT5/OUUcdxSeffML+++/f57yWZdHQ0MCqVasYOHDgetfd24Wu/IkwpIQheLLSxSejj95/j6GDW7j3tp+zcN5sNhs/lrfefY/b7nuELSduwpCWAbQ0N9LS3AhCMGHYwGjt0YUvnuoIL5bKsBpmvN+TySgBHL3cNIQ0ICUSgJrwfMWiNZ2s7Moxrn8ttekEJCwIAY1vNCIJPP758SIeuOB4LN/FT6YRXgEvVYsvHQpWGiUkCfJ0+DVY0qfg2Sgt8bVpaGZbmkJBYktNIejeGnZQDTtQhj9fBQBBa40KWY+Q6Qg0GiETosoUWeWkTRx0yMqhYFfhk8TWLsJyTI8Vq7gNScvkpvOuwJKCdMKLSgeTlk9W2VEjOSMeDS7CCrxCN7deeSzb7HIAPzzzALo623n85TaUk+aqS05m/sz3cBIJrv3Rhfz4up+x0867kZKmskTQ8+n6s0RJtUMALsoFhyXgIzbN6iXFUz4unjYEsIWLKYG0ovVZZUADYMGCBdiWxahRo7CsUh1Lr4yG1j2AUTgeimAg/puhCBhKymspFWGWj4vmjzn4mjSKi1SQIMc/n3+S3fc+iMbmQaxuXYjv5VC6hYT0ufz6uzh09wm8/9577LDTLmitWdG6BN9zaR44hKrqaqQmAhKRGVmZiVdf7+FvjP8GAKsMjPpaYksfX0sS0iVX8MlmOjjtnAvZ62tf56afXsrwkWPYcde9SFimp0si2JburrX86feP8affP0j/gUP43hU/j8CEUiJoyFf8LluaYyAlc/zt2Sfo6lhLY1N/Fi/6hLvvvovtttuux39X8p9rzaxZsxgzZsxGr9kw166N+zd8XrHRg401a9bwrW99i+7ubnbffXfGjh273mUGDx68QSLRMMovyAoZ0cC9PVmFFzVH5fnaXrtz+VXXMHhAE8Ob6wDYbdutOOMHVzFz7nyeue/WIruAxNeajz5pZcLwQUgrxmLEQAaA5ZnOk6GeA+WvF2SEF2mhtXn+0Bq0by7cWuEpxXsLV9NQkWDy4AYSlizeoQO2SASVLm3tHRQKLl6yEmUn8JOVKOngFDK46QZsVaBb1piyVy3xlYUtFFllYQmF69sRRegHtt4FzzwtF9MdYUoD0EWtRhF8FKtO+mI11vc3K6WxUg3GRbFjDkIXSNSNR6kEtm1SKb4PWoJjG8bC9SWer6lKepGvghQaL2a5DtC2ZiU3XnQwvufy9it/4azL7uY3N53P7T89k4GDhrFw/kxuefAVKitSfPjuS1x8wXFcfc217L/vHj3+t/gxUBwfY6XCcdFNU/dgN3oLCz+6cccBRvhdoaV4+TLRfo5ubn7JZ1sUdVECjadtXDfPy//8K3vsvguJRIK1azuoqalhyJAhRQ8b3fMm2lvEgUX8Mxgmo0fVTexcCLsmlzOSfQGT0ExPqvLlFDm7hnPPOZsjDzuE1194lCHDRtA0bEt8JfClYMnS5RTyOW69+TqGDR/O4MFDGDZiFB1r22ldMp+Gxv40NPY36ysDEPF9UP5eDi7Kf0MP8BGJc4tMTUtLC45tM27cWO66/3fRd4e9fV/51z/53W9/w9R332TbHffg5LN/yK57HoDCRulge9ZxH503ewbLly1mt70P4v13XuOam+7ihBNO6HuBINasWUN3d3fUW2Zjjy9LGuSzxkb/b37ve9/jlFNO4f777+fVV1/lpJNOWu8ytbW1VFdX43k9TXvKY9wo48wYP8HDJzhbuwht2s7Hc8ChgEwjyLSvJl8okOnsQAelq+mKCv71xL28/tRDjB8xNPouoRWWlKQSNqva1kbiT1NVoiJ9hvTdUgdQ34uEn2En1tBTo9wdtPwdoCOTZ1l7N44QTBpYy+h+VSQERavOyCnLB+UhfJcbHv4zE1saaMu5tGsH6eZwnTT5ZDUFK4Urk9i4eNrGER6+FpE41FMSWyo8JSM2wvMFtlUEGfEUSUnqRJWlQwKr8XBcOatRfjGMS2CkFEhZBAh27TiEU0Vh1TvgtkXLhI2qtIaCawSt6UTgvSCLKRQveAkBSxfM4JITJzN3xpusbVvOOZfdxfa7f53bnviYBbOn89TDt3Hlz/9MuiKNELDllJ249e5HueKHF9HdsRapVWBVv2FXqrFjRq93nrgepFxvEYZN0eG2nLmwAgPxkvmFW6K/sHGjVuzhMmBSMldedjHnnn0GS5cuZeHChbS2tuJ5Ho7jIOk9TbQhFTl9pZd6S4HExxV9aorv5SnHsOOyjKVYDOgwB0Rlvo1pr/yN7u4unnjgFroyBSwnGWiRBGPGT+Tf769gp9325eILzgpu0ILaunpGjd2E2rp+uPksK1sXQ8BUWjHzv972RVwfFs4b14uF46FoWhavhFG+j5SC+oZ+RhgcdKUO3wWat19/mSu+fxa77nUAD/z+RX7ys1+z214HErqgWjExvFlv8RWmeAYNG8e5F9/A2AlbcNWNv2Hnvb6+3v8SYNmyZQwYMGD9M24k8ZVmw8RGzWxks1nuv/9+VqxYQb9+/Tj++OM3eNkFCxYghFhv+dXKlSvN6RdSYWFNeSAWc1S+ZP7oiSif4b2PZvDNU84E4C//eJFvHFxM74wYVHoyxZ9OWxpqmLNkBQPqqhBSRu3gw/WHw1HaJGI1SgVvrEO7ApBzfRas6aKr4DG8oQqUIhFrbhUoL4sAJbgYLm5dyW9feJX37r8RkUiT1wLfSWN7OTLpBhyVp9uqDW5NEk/Z2FKR8WwsoXED63LHMh4bvfU+kQJcvwg+tNIlIEMK8AJWQ4qwaqV3lqOvpy+lNJZl2AshDUiwa0ZCRX0ALFWQPkpEFSpJR5mKlejCCinHJ2kLVhWMBmjurBlcfLxp7rfzvsdw1sW3kaqsQQqoqEhxw73/whKadEUlWiuk9ElYHltsvikTNtmUv//jHxx6yCE9n1r70N7Eq4hCHULIbgQrQPRS9QFEwCCcFu/zagSHbpBWKeo+rF5awid0DiWs6HstHeg4hGEBX3np7zz15OMcfsSRZDMZ6uvqGDJmzAY9vcaf1ssjzmL0xkyUiCmD/RM+CITzaYLS1qBRYLxLcvy8jOYXogTANNTXYVkWH3zwPm//+1k2nbxTBKSVEnhWJd/41mk8dM+t0e8QaKS0kBJc7eMW8syZ9RHNAwZRV1cPomfvlnItR1+sxvre29pWkM10M2joqKL2LNi1q9dmueeOG/nL009y1Q13s+2Ou0faJKP3KPZ+Cv01dPj/lHuyOGmO+NZZkf/G9hOqevt7S0IpRSaTYfz48eud96vYuGKjZTaef/55hg8fjlKKU0899VMvP2DAAJYvX77OdEpXVxfNzc1Mn/p6NM7TBp950sFWBRJeFkt5JeVxQise++MzHHz0cXR2dXHXLTew1557mjSJNOpqZTklrIOMAYeqVJKG6ko8z42AhgiqTSLPjHBcUOoa73ESMRK9hdaRgHZFZ5ZKx2JySz2NFYkSTw2ihm0a5RX4/d//zYrV7dz42z9x6GU3M3bIAJoqktQ11NOUtlnjSTwnjS/sElZDYC5UBd+OWA1LaDwljEA02FTb0pFmI2wb31sVCsSqVWSxBf2GpnZLej4EV8vy5e1UPU66Hl1YS3b5W/iZ1ug4kWHVSVDepxEoJVibtfF808DtzmsM6L354alc9JMHqKopthXXWpBMVVFRWYElg6fJ4Lsfvvd2Zs38mDGjRppKI+2X3EDXFbPmzF3vPFbAaBhWw+u11NbReRwK0atkGgVsSsvGbeWSUKYjp9AKWxUiIB5WdVja440332TUqFFce83VjB41ipaWFqzYTu9Ng1EePUpGewEX4Xb0Na7c6n9d6wnnjxx5tV8KPoTReOy584489cgD3H/ffbz64rPYwg0YL4GnTE+dvE7R1dXJjdf9hGw2U7INCcdhyNDhDB46ko72Vfh+cH7H/DWKXxnb1rj9eS/eHWHZbPw3aq1Zs2oFDY3NPaZN/+gDvrH/dsyfO5uH/vgqU3bcPVhGRK/e/g9bKKzgfAhDB79dI/C0EYJvSEgpmTJlCra9UT8Hl0R4jfosry9DbJT/qNaahx56iBUrVrDFFlvwwx/+8FOvo7KykkQiQVtbGw0NDb3OM23aNMCwIAOHjWfmjGlsv8NOJHUWNCQ8I+RzRWlHwtalS5g3b370+fGnnubAffcuiizLnDyLeefiBXF4Yy2e5yG8QtEXIJYqibQZEcvRs7y1PLTWrOzOs7Ctm80G1DG0Lh1OQSjTeTNaX8CUCG08I4675nYAtho7gt0mTWDHSZui0lVoO4GHxScLl9E4aBgNdS7ddkVgTx6wGkLhYdiNrGujtUlFZF0ZCEJFUHmiAxFmsW9JyGrEf6IUxhRUKx2xGmDAgwoYkN52Q29AI2Q1tDb9IwyDYbZBpOuxB2xOfs1MVLaVupbNkEKalE9SGbChQSAN0Mib5c++6vfU1fejsaEiUuiDSbFAsf9EwvJJ2QWSMs/jD9zBA/f9hj899QcGDWgOjotSIeO6I7gRRxqf+PK9LxtnIPoKx89HT/xRGqEXhiVi9GLrElrh+z4rVrdxwNf246QTjse2bWybHr+mz1RILDUZZ27irEMcIMRZifC9N21DXJMRBydxkWh8u4yuqWxbtcZXivmLljBq8AA279efm6uqOe7grVmyaAHPvdMZiQOT6Vquv/0JfnDWEdTU1nL6mef0EJpXVlZSNXIMAIsXzkcIwYABA7GdREkX27iAtPx3RUxI/FgPRL9SKNrb27CdBJUVlVEVzOtvvMH1V1/MnFkfc/0vHmCnvQ4Nfp5GiaIXjK9NqwRXWVE1mSXD/kClHa+1Li2D3WXTvptXhqG1ZubMmYwcOfJLUfIK5pD5rC3ivyyxUYKNe+65h1dffRWAPffck6233vo/Ws+oUaP6LH+97rrruOSSSwDTQXaLLQwtPnPOJ+SFaTCWtytIehmSXoa8XRFRse9+MI1f3XMfAJtvOoEbrroULSSelcDxsvjSwfZykVgzLtyMQis+XryCof2qqU87JSkTIKpEKWEw+gIaWpFzfWat7EQDYxurSFtEaZJwnvgpEW2LW6DSFsy471omnHgJt59/PBPHmwuin0ihhUAlKxk+bAjTF6/ErulHAo+8rozKd11lIYUi7zvYUpPzzNMeGKAQlrxqLYJuq+am7XnFKhSljIeF78catNGzWVsccPQWIciAojbEwmgywnFhikRKsOxqEi1bQWENQlrku1ZQXZ3G1wlE8PSW9y2SjoZKo+kYMGhYoD9RuJ4gfuW3LU3a8UnbLo70Oe/Uw1n8yRwq0imeePgBBvfvZ0S79OhQ85miN9+I3iLh50qqVJQoptVsVcAXNlpIXNfld088wa577c+sj95jwqjh1NbW8MG0D6ltHsymgdZpybLl+FozdswokolED2ePdZXz9irq7CF6Lp0nPm/J7y4BFSr6jdEyobeNIDofQ7bRiES9aD4w6SaBz+KV7VRUpGisqUR7Wa6//npOOulExk7YnJTtkfet6KZuJyoRQnDnL67j60cex4DG6pLfHW8uN3DQUFataGXOrBk09x9Iv8amHvvJHCNFAbkRrpteTeH4iDEK3ioqK0kk0ygkq1av4urLLmLWzI/Z/+DDOPO7V7Hz7vvgqSI4K6bXSt9DYbSvJFpqCKzgLUHkpvJpo7Ozk/b29g12w/0qNq7YKMHGJ598ghCChoaGz1SLXVdXR6FQwPO8iLbzPI/nn3+eq6++mv3224/NN9+cW265BYCWlhbGjR7G88/8iYkjh5iLrzQnhhekR6T22X+//Xjz7+PZZs/92X7KVgxobqa8SRoEF9roCYzYePNk1VKbZtGKNdQNaTRPkxGrEbAQoa1m9KSlStcN5D2FpzUpSzKwOkVTRaD6VzFTJd8nupNbVtGuUwdqTN/n4b+9yi6bj2PTEUPRloO2bZSdwE2aC6ZTXU9TIyxf1caAliE4wqVLVQZPVbbx01DS3NyFxlUi2vR4yavWxa+PV6GElSlhhOLQqO+JCAWkvQOuOMgI549rNcD89LDULhSFSglSCJyqBhxbk+vKsGzeTPo1NlHbr4Wko3EsRWc2ZfaDXRSThtsUUshWUC5oBS6PhVwH7731Cnf+6lfsPGUSSbuvNlelx0ZvMbC5KThuYvtoA1Iwjp/vdXz4BJ30MvjSQcUswzXwyFN/48rLr2DU/Q8xd84sEo6D0pphw4aTzWb4/kXf46B99mTIoIEgrWB7RA9/i95LW3uaW5UPx4FCOBzqMcL5egMdEaigWMYaT+FYKmR6ZGycW1bxU2QWW/rVRL9PoJgwfCDnf+ccHnj4dwidx5Ypk07Qgi222Y0Xp3Vy2XeO4qW/P8ORRx1rPEliPZaiah5LMmBgCw0NDbiFHGhFpruLysoq464b03JEvzEGPHroPdCmwsNKkkpX8P6HM7jw7OPZ94Aj+MnN92A7abQW4enUA/gpHYALXTxvocgWlmhjCFKGnxJwtLa2MnDgwI2+3LUk9JdH4PlZY6PUbBx44IH4vs9WW23FqlWrPtO65s6dW+K++OKLL3LggQeyyy67MGHCBFpbW3n88cc5/vjj6Vi7FoB9Dzg4uChJPOngSQclrKhRmtQ+Dz/+BACvvfUO+C5S+ViB82Ak+CwBB6qYpw/awDdWJkBr2jq6ikADAw5EvEKkTBwqtDHuWdSeYerSNjqyeSx8misMDRrpOzwP4Xnge+AWzLrCd+WD5/L29Nl8+2f3cufTL/Kbi76NqKwGIfBT1fh2CiVtXDuNpTwam/szqKU/eV+SV0mUlhR8GykUvpKmPFRJPCUCjYb57b4iam7mK3PTD1XYkQgt0HCEoZWO0itxxXZYYRKlSWLD0b4WpcNSFL9TCrDtGLMRaDTCltt1TUMYOHIynqdYu2oRSku6c5BOKCqSZiMsqUk5Jmfv+iJaryVh+dzX+MGpe/K9Uw9gj21Gs9vue7DTDtvjOE6UHoDizTJeNbGuGNi/eZ3TbVUoeTl+vk+gkfCyOF6ehFfUYmS6uxm92ZacdeGlLFitqK6uAWDunFkcfNixvPHREl587X1u/sWtXPyDH/Db3z6MbVsxEWFpeiUaLtdhlDEVUXPBYHhd48MS1XCe4rBJB1oxgG3FUprhcHx5K+gtFJ8vrqtyCwXmLG7FsSSOFJFwO+V2ccxB+1Kddvj9g7eStNzIqMsKUhLHn3o+v7zpJ3Rng/J1EbMjL6sqSSaTVFfX4Psey5YsZv68OWSz2Wi/mcoTL1jGL/kcXw9asWTRJ7hujqnvvsnZJx/J+d+/inMuvALHSRX3VbA9vZXhRp/Lyv17Nusr/W933bSC9YXWBgz1799/vfNubPGVZsPERgk2ttlmG+bPn88tt9zCT3/60z5FntOmTSOTyfQ6LYwBAwawbNmyaB177bUXp512GuPHj+fMM8/kww8/5NRTT+X+++9n1uzZ9G9u5tabrsO1k/gyFIsmohPStVIsX7qEW351DwAffDSDC6+4JkiTKJSwzNNd+DQUXDCjfHtYsqp8pFaMaqqm0rFK+530Ug8ViUODdUxvbacrV2Dz/lW0VDql4MJzzUsr866UARxl73995yMOvPwXrGzr4KlrL2TQ4MEoJ4mfrkYoH99KoJG4VpKcXYkr07g6waJ5M2jv6IryuK6ysKTCCwyA/EAcasCFiHQXnm9uyPE+KH5MrxGZeemiOBT6FoeWg4xwXhljNeKz2FaM5ZBhOkVHNuTGihqSiQRNLSNpGjgc3/dZ9cmbtLfOIpfpCjphCvKeEb+uXbOCzo5uurImn/3K35+iq6ODQw89jKnvvs2vfvkzEsHNYV1PgvHjJA5EwtdH02f0GGcpN3r1FY6f6/GKh+3nmTFrNvf97o8UCnme+/OTHLjHlnzv3JMBOPQbx3PSaedQyOew0g00DhxBU/8BZHO5Hu3IS0owYxU00bReUiLhtDDC3xLug3A4EqXGwIOZ3+sB1uLrCKfbqhCcQ8Vhyy8E69SmBQBGpK2UYs7iVioThiWMAx+hfBx8rrriUh74za10dnQEbFbR+GrwsJFksxmEm+nx+8ojnObYNmPGjqOutob58+aSzXQQti4w8/V8jxrR4dO+ZhW2k2DVqlWcf85p/PiGW9lzv68DMd1H5DiqI9BR/t9FL9H7eRcHTp8mhBBMnjyZVCq1/pk3ojCajc/++jLERgk2wujq6sLzvF4bqz333HNsvvnmXHbZZetcR11dHb7v09XVheu67L///tx1lzGfGTNmDO+88w4333wzAKeeeirfPOpwDj3QlLAW7DS+dPCljYpRwwMGDGD6my9TU13FiKFD2HW7rbH9vLlARk9KxYurRhSZibAKJHiKqk5YWFLQmc0XK02gBzBBK7pzOeau6gTfY3y/CjZpSFEhtGErIuYib+7mIeCIgIeOdCHhtlx+31NMGTucP/30ArYcORg/ZURebqKSXLoez07h2kmk9g2IQuORoH7ASJYtmk93tmDK5pRhOIxCvdiaOrQkj1ehxJmNclYjrEwJRaMhaIAYnSvWPwzF9IkIWI0QmAhRqt+wrbiOQweVNKaqxtcWSJuBo7bETiTpaP2QXMeS4P/1efOlp/jON8ZwxRnbk+1cgWMpdth1b2bM+IgD9tuLdDpNb9HrjbiPp/8w3PV4xth+AcfLF1+9AIswLL+A7WWxAwH0s3/5K9deey0Au+zxNe753Stc/T+/YbPNJrLzzruisCn4Fo6TIFXVwPvvvcOUyZuXbG+5iLO8AqQvoBEfjgOKuBC0d8ainMlwo+nhuReBjuCKLlBFgBG/aYdgLbjqL1i2ioRj0dJYVxRUx7ZXap9NRw5l000n8vyfHiFpBd8joHXJfI762hR8z+Pi759fwgqUV4fEGQqBQghBY2Mj48aNpaKigrVr21i9agVaF5uyhY3lLPwYWFCsWrWC/gMGcMUPL+KEU85hx133orcoqXahmA6JA5FwvrAKJqxCsaT5X5WW0bm5IcJQgJkzZ673wfCr2Lhjo9RsAHR0dPD1r3+dhx9+uIdy2fM8zjzzTC644IKooqSvEEIwbtw4EokEf/3rX3nuuee4+OKLmTx5csl8ruvy8ssvc++9c8i2m9SN0MqwGtqIszwcbFxcO01dtea0E77FSy//m8O/thcidnEETLlqyGZArApEF30zALSiUHCZ2bqWLQfVRye7WVfApngeC9fmWN2VY0h1AtwCTmheoQILzvKbUXnJhrQivcbspSvIuR6zlizHti20k0DbSbRlo6wElpfHs82N0pMJU+5KAhWIxFIVtTT2H8yyRfMYMHxz8/VBOiEEHFKAF2svb4Sipgol1Dv4sXtqZOali8xGaFMe/0m9DVsxSC1ioEKKsPqkdJkQcFjSWKMnbMNqFKcHXS2FwpaQUUlSdcORlcPRSpHL5lk242n++uh1XPHzp3nz5ef47tGjaWhooquzjSuv+jHpdLoHaIhXRvQW5W6yxfFB+XSZKVWcRegrQifaHjstCF8mGDXciD0TiQT7HXAozc1NDB16MJO33o6auiZsJ4ElNJYokJQFli9fwcCWlui7tSiyeHEGJ+7FsU5mo6waJxR4GvBeqsGIflegs7BVAY3RZVh+AYRJLlh+wXyvUFHjQ8svGEGsLuo9ovUHAEcLSUNlktrqCqMtCB9dQxdWYXxxLOFSUVlJXV1NsEWKh+66gUfvuwXf87nh1gf52U8u5o5f3sQZZ52DY1uR4LMk5VTSPdfsk4Rtfk86mWTp6tWsWb2agS0tVNfURMdD+B6ub+To8fzxqSfJZHN88/hTIg1GXAjaW4mt1ALCXiwh6xcs6WsRgAujazIgwzwAfRq9RjabZdWqVYwZM2aDl9mY4svCTHzW2GjBxi233MLee+/NgQce2GPa3XffzciRI0mn00yePBml1DrNg+rr63nppZc49NBDeeGFF9hzzz17zPPkk0/S0dHB3Llz6d9kWl8rYYRfCiu6GP7qrrv4+OOZ3Hn9lbz65tsc+/UDAlChg6dVHTASIfgoMgo9HA1j7EZ10mZZR5bBtanoYqICRqMrW0D4Plv2r8QJz/FCcBNxwz7p0qRILDsQfsqiZqSymp898Ty2bbPXlInscu411FVVsPPEsdx+/gkI38erqgSt8RIVKGHhWQlUYOXsWgbsucrBx6QLKuoGMqCiEVdZUf+EgjKXKcNqxC9yRcARr0Ix04v/Qch2hGWvvUUvmZMoyoFGETyI6HPYmiOscgk9NZQGm7CsVpDzbKqTZt9aUpFyFCkH2rstLMfmn3//G1vueDDvvfhb3nn5r1RUVHLBDy5js003ZcSQ/gjdu16ixzZvgF4DoCLdN/1s+/ke5da9WZ2HoYSFlpLla9by8axpbLPlFhx44AG0t69lm0njSNDNitbVNA4cZrQoMepcacmgoSOZ+/EHJSLF8u/rzc8ijHK9hVkuACiBqDPODEbjQxATshgBuAiHw2aDli4U5w3GW14OLY3mSvgFtLSwfA8lLRBmvvZMHi+fp19Dndk2rxBVkZn5ikJPgOGDmnnmyQdZvWoV9U0tPHT3jYwcsykXXnYjEyZuxa/Gjub8M75JKp3mtDKvoHivJbN/tAHaUZm8Jp1KMmLECDo7Oljb3kZtZRqFwBJEYlnXVyxZspTpM+dw4/XXcsc9j2JZVnB86xJmJQ444iW2UgtU4PkRBx0yGFCaaJoKzn+BZocJ1T2Ord5iyZIl9O/f/0tjT14eXxbNxWeNjRZsTJ06lWOPPbbH+Dlz5nDFFVfw97//nd122422tjaWL1/Offfd1+e6nnvuOS644AL22muvXoEGwE033QTAI488wvnfORcPh/BhSwXZKIniX/9+lddefYWmpiZeffNtTjjykAg0FLtQ+hA8ARGny2Oi0dKUiWZYXZqPlq1lUHUCIQRt3Vnmt2UYWpOiKWXTkAiuAPmAGvd9Ay7i5R1SoN0CwnbAL0A6bRgNaXHNQ38imy9w3IIldOfy3Hbe8Ry1+7boRAplJwJWI4nlFfATVeZCZiXxpBE2esrGdPAMeqFoC2yb7pVLKHiKyoYRPSzIdXDBCy2+w82Oe2vECZi4RiM8f6Uoju8NaIiykeWlreWfZZA6saQRhYYN16TUJb4BSauYCvBD46agY63WmsWfzGTpotmgXG769V84+1u701RfQdfaVSzyO2hqaKCmukgxxysH1hXmxl3KWAg0m44aighs8+PVEusTmNpeDj8Ai0JpXATtmRxrMzl+/9wL3PPQI6xcuZL999+fpUsW09rayrXnn8eHH0zlwSf+yvjNto6ektMyx5xZM3ji8d+yzx67FX+TVmiteez3T/H47//AlpO24NKLL4q2L3KgRJT4fsT9PGQsXRGvDjHMQ8iU+BGLIUtYDgMuStI5QiKDlIkBHOZAk75ruizHHgCk65JzfeYtWc7oAf3MtgSAPWRDQj8rLUQEWs781pHc9bvnmPPxBzx9/eXYtsPl1/2KocPHApqWwUMZMmwEC+bNMb8Fs/1WrEKlPGTsgcS4syrqaqqoq6lCa83sWbOorqlmQHMzlmWxYsVyFi9bxmWXXcLtv36YCZtOxFVWlO4oWbcoZ1XCEy5gOKAEdBS1Gf85SNBak8/nGTVq1H+8jq9i44iNFmwsXLiQloCqjcczzzzD4Ycfjuu6tLW1AXDeeeetc11vvPEGixYt4uijj+6VBWlra2PixInU19dz7bXXUlFRwcdzF/dYj0Zw1DHH8dqrr/DvV/7NSUd9nX132SGmYi+mTuIW5EBkBV5iNR4rja2wJZNbakB5TF/ZTdb1GFGTpMHRRocBxTt1Lht91p5Zr/Z9hGWhlUKI4K6az0FlNXMWLSWVdMjmCzz4/MtYUjJtYStHAcItRIJQ5Vj4VgKhfVyrAql9fJ0OPCklrjKOoW7IYChBsro/7QveR1tVpKr7kw/SKfHUilKlTEbcWyMecQOvMI0Sji+POMgoMfMq03FYce2GLGpDSsCI1FH6KrwJ5DybhGWo9grHxZKKnJuIgNG3v3sj3zt+G6pr6vjGPhM4/ezvsu2226O8LJnODqQU+Eozc9Ys0qkkFakU1VWVVFVWrLP0s69YsKSVES09K1I0gkS+q8hixUJpQZen6HTzdOcKtNRXU9CCxZ15kjWNVDYNobqmjvMu+D4P3v8bhg4dyvXX/pgPp30IQFOzsdx/5+Wn+O2D9/Gbex/g13ffxaRJkzn71JNLtnvatGlcdOkVAOy0w7YlZavlaZLy9Eh5iWv0X6r4sAfCWMxLP5ZaCdMlQRWW+QKBFbASBlzYgSDUWK6HaUyTWnFxlWDm4hUMqaugvsJBBCxIuEdNhZmLkg4CCcrHosDAxnouO/sE1jqNbLvDLtx03ZX07z/QpOGEwtcWl/7oWg7Ya3tOPvUMxowcVtSKxLUTWpX89t661pplBCNHjaJ12TLeeHcqs2fNYs6cucydNxfbshg/fkKk6QjBgtKyRJMBpSZgRk8W257QuAuT1vHCdEwMfHzaktdNN930U82/UcWXSOD5WWOjBRudnZ3U1tb2GH/PPfew5ZZbMnHiRMaPH8+hhx7aQ39RHvX19XR3dzNixAiWL19e0no+dCnVWrN8+XIqKyvp168f3z71TE465fSS9WgE++23H0cdfSyPPfowD/zyRmoderIXEB2B5axHOcgIx3u+R1feZ3WmQJ0tmFBvTLOiJmkQCEDdCGRo10XHzClULodMpVD5HLKikoLSXHTXE9z1538AsNuULfhk6XJGDmjkgqMPRCdS6EQK6bsUUjVI5eM6NkpY+MLGDy7SoS152OHVFoqMb5ubupWkvmVTViz6EG1VYiWrI5ARshpQ6q1RzmqEBE+5gVdfsS6gEUbcU8OyDNAIWQ7b0ji2DspVjQNo2DbeD7bbsYIbgFAUfBtfSRK2xrbAsRTPv/FX9vjaNzjj3AuxdI7xY0cDHgnbJlVnjluBZvSIYWQyWbLZLJlslqrKCuYuWIivFImEQzqZZEBTPwrBf2lJC1uClEWdg9Ca1WvWMLp/XfGmqnyU55kqJgkd2TxdOZe861HwfMYObGBFR4blbZ2kqqrBSfDG9NlcceMvWNuVIZWuYI+992PA4JHsdcgpuNrhykvOY4/dduOSiy7klltv5/TjDjKaC61ZtPATTj/1JF5/5WX+8PjDVFRUAEUb/mWty6muquK9l/5KurKyyEyVpUn6YjDMZy+WTglANLKExZBBOqWHKNWPsSFB52LLL0TibKlcQuOvyBPHL0TjBlYn6F9XiXRzAfMRMCaWbdYnrWgdpuJMo4RFaIn2wbuvc8Jp36WisgJQBlIoi/rmwRx6xDGcf+6ZnHfeeey2264kk8ni9SA8jssEteG70XmY7/rto4/zpz8/zaLFi9Fas9tuu7H5pC3RwDtvv8OSRfMZPnIsFgopFa62sYWHry0s4UcOoQIdpUpM5UmMeRJ+lEqRQmEDbiy1Ei6z/YQa1hdKKd555x0mTZr0pTXy0qy3RdX/N7HRgo1Jkybx7rvv9kDFH3zwATfddBPLly9nyZIlkQvoumLIkCHU1dXxxBNPcMwxx0TjV69ezf77788pp5zCj3/8Yx588EHOPPNMVq9ezQ3XXcOx3zo+KtX6cNr7TP/wfQ488EAuOP9cXn/5RVa1LmNsg2n0FnZoBUreS+zG4xeYIM2itWZ5Z5aF7VkaUxYpS9CeLdBSaRWrR3w/ulvrQKOhXaO01OG0gM0IAYcuFHhx3rIIaNiWxX47b8uQ/k3sv8u2JNwcvpM0gjrLQVl2dBEtOGmTOtEOvraQKHIqiRAa17eMgZc2PUOkAJGopmHwJCwnTc7VCCEiwGEFreV7cwwtj3jKxOyiQPfRR1I0BBrxipWQrQh1GiGJVWQ2dBF0xEShUJquCXUKAk3KLmBLm+68uVinHZ8/P3ILN9/5W0aNGoUtfKQoRHl4KN48kokEyUSChrrixXnIoIHk8wXyhYJhorSmvX0tq1a34SmF8n02GT0M31fMW7gEgaZ1dTsr2jroX1/Nu7MX4nkeloB+jmJ8v0oy7d24nk+FJWmwJVa2i4FVadauzjNl/5N73X/z5y/AsmwKhTwNDUan9PZ7U9llj7159d8vM3Xah1TXNbPlhOHM/PhjZnw8k59ecTFDBrVEAGDZ8hUccfwpnHby8cx661+xyqui/TiUai6geEMNQUPYIM5oNfzozw0rRbQogo6+WIywl5CZNwAXaGSYRoEotSKUj49g4eq1DK5NM7C2ElnIoC3HpFsCdsPKdeE7qYCt1CAtLO2irAS2B26iggR5kqk0U99+hT323ofmQWODTdP4yuLCS6/nhWce4/Y77uQPTz7JrbfdihOIh0JRashi+MKOqnLix5HUPr+89TZOOfVUdt9jL+oaGsl2rObd96ehPZett96KU044hmHDRzBqzHgefvAett5me666/lZaBg0JjmuFhUKFAAYR/SflaZ14R2BL6MgM7NPE8uXLSSQSX1qgEcZXzIaJjRZsbLfddrz22mscd9xx0bjZs2fT1NTEHnvswcsvv0xXVxc1NetH2Icddhj/+Ie56eZyObLZLDU1NZx//vlMmTKFq6++GoDjjjuu5Ptmzl0UNbVatGAOV1x+GVdcfhm1NdX4vmKLMcNRloPtBmmNuGABzEW3HGTEGQ2tWLimm7V5l00aK6hO2qhCnpVdilXdeZrSdlEA6nvmbu37BmgA2jPe3lppUC4ylWJtweWZDz/moZffY/rCZYwcNIBlq9Zw/KFf4/RvHYXlF4xZFxotLbRl4yWCklc7jS9tLOWSsyoNm0FRo+FrgSV9PN9BYrq7KhXoMexKCp7PmkXvUtk4ATtZRcETKGVu3gWvlNUIYwNavvTQZUDfQMMMixKdRshqgNFrxEWhTlBS6KuQqi6WoSotsaVH2HSqJu2Ssjwc6dPQ2EzbmlU40isaK5VvY3n6IPjvE45DwnGopjISF/dv7MeAfvXmc2DKpi3JJiNaEMonl8nQVJnAcnNsOaQBW/umzFMZsDmoNl08rgi0BcDipUsBuOHqK3j+xZf5+z/+SXNzM9vvtDtrOzp58YVnef7Z37N34Mlw0SVX8pMrL2b0qOEsXLiQYcpDypFsMmE8m0wYb4zCQjEmUFtdzfyFi7j8mus58ajDzTZgAEO5u2cxfdITdIABFhHTEasYgRjTIWSvLIYpEY8xGuZgM/snFJx6ObO8l0cJi3kr1uJ7LnZdqoSZlF4ObRl2A0B6eYTvoy0LZRuAbn6fjeUXqMy3c8EFF3D55ZdxyF7b8NzLM+jXNCASZAppsc9Bx7DvfgdyzunHc8Lxx7PrLrtw0EEHMahlYGmJfBDZ7i7+/MyzbDJ2NFtsPhGBZqcdtuODqVPZZPw4Ppz2ATfccD39+/cnnUzwo8svY8Wq1RQ8mDv7Y4444khqauv46eUXcNe9D+NjHhoUEhmwd1JTrIURRREooiguDVMnvi7a2m8Iq6G1ZtGiRV/aCpSvomdstGBj++2354EHHigZd/vtt/PNb34TgJNPPhmtNatWraKxsbHXdcyfP59MJsPhhx/OzJkz+e1vf0smk2Hp0qUUCgX+9re/MXv2bPqyzx03agjz5s7F0h5fP/BrjB0+mG+e+G3a13Zg2xaLFi1iwojBJeWtod24iAs3oQRk5D2fT9q6GVqbZEhNkmEioFU9F6k1o2qSdBdcAy6EjESh2vfRSpl330e7ntFqCIH2fda2r2W3nz/G6JZmTjhwTw7fc0dkVS3asulUNmdd83OuuPBc+qXT5FK1pHJr8W0jHvSsJFrIwLraQmHhaiMOdYNOuGEaBUzvBCnAw7AYUmh8YZGuG0ZH6zSqBkxG2mm8IKdpWabstS9Ww6zfvK8vlRIHGuV/XbnvRvg5LHWVgZeGYTaCi3yJRbPAB5KB5bg0fxoVdoGMl2DNioXccu33WdG6hLGjR0S0dJgrl8ovubmuK0IxaPwpP+qjg9lXSekglGTK+OHYlgDlY1sS4SusTEfRUyWu2RASISXCy7PDFpuQTCQ49tD9mbT1FIYNHco9993PH598jD++8CYvvvAsP7/2h+x/0FG8MaOdte2rmLDpI5x99jmsbTeaqI+mvkNt2uk1BVJZkWLJtDfIF1xCO/USLUask2oPDUbsD5ORJ0axBBViVSZCIH0vxlCEnfxk0ScDynRSIUOgzLAQWK7pDfPJqrUUcjk2aWkwDqD5rAERXtakUcAMWw7Sy6MtBwFYfgZtWWhpm3MTwIJ+adhvz51pa2ujX7Vt0hYUb9C28BHJNDffdi/P/ekxPp4+jYMPOYTq6mrGT5jAoIEDqayuw/ddlixewquv/ptkIsHokcP57W/uBOD755/Dnb++l3vvux/P89h7j9255rLvR0LdsSOGYVmSTUYPJXH4YaQrq9hzjz2ZNXMGo8dtWjzmYt4aVlRlEh2URTYlZt5lS9GnqLW38H2fxsZG6urqNniZjTW+YjZMbLRgo6mpieXLl5eMe/jhh3n99dfRWjNv3jyAXnUdYXzrW9+KGrptvvnmHH744TiOw7x58zjvvPNYvnw5NTU1vPPOO2y55Za9rsPSHpZysZXLluNH8a3DD+GVt97hvWnT+fe709hkmNF/SK9IzwIl/UdCFsNXmsUdWVo7crRUJUgIgSVFbF4zX430qUlJMnmXCqEMm+H76KDcVUiJLhSMy2beN2KuZILHXv+I8UMG8viPzgEpUckk2nfJW0kGb2NMfnbbbTf233dvANqrWqgodOBL03xLBRdPFwNAws6ulvAjhbsxuxJIqcm70jRj00U6NlHZTMpz6Vw+ncoBWyKFwPVjZa3KeFtI2TursaEnbtwQLCxnDdMncSYjHA6Nw/ry6iiO00E6RxrX2Si37dM6+9/cfcfPaGxs5k/P/5umxn4IFLYw7dxljMlYn0nXuoCIuUnrEtfKzq4OKiqTSK9gjjWvb9fQ6Ds611KTrmSbzcbx9F/+yubb7cxFl17NPgd9g3t+fScjhg3l+JNP54F7fsXfnv0d+xx0NHX1/bjnkT+DcpnxwZvc/vP/4WsHHcqPLrmIr+2+c6/shGVZVKSLN9Ye05UbpUnMdK/XYeN7EQhBY8Z3EJxfEZsRZzby0Xjhu8V5vCL7Ep2bhQJYJlVYb2mGNtdgBUBDSwuZy0YHk8h1g+0gst3gJEDaiFw3KpFC+h4qAbKQRVguSeVhe1kmjxnORW+9xjaTxnDTrfey975fo6AcpFB4QToyXVnF4cecjETxo6uvZdacecydNZ1lrSvo7urAthNsu8NOnHn2Ofzl6T/wr3+9HIlpBzc3ctlF3+XjOfMZP3YUCcc4B4fHqCM1aJ/aqjRLli3FVdLoglKJohaDYmVUSVorZPNi/0U8QvA0ZVxd3wdcLLTWjBw5coPm3ZgjFLx/FRsx2Mjn8yVAYtGiRXR3dzNgwACs4IIwaNCgPvOB8+bN46OPPiKRSDBu3Dgef/xxkknTKn7IkCHstddevPXWW3z7299m2LBhaK254IILmDlzJpdeeik77rgjAMNGj6P14/ciGvfEIw7iyWeex7Ftjtl7x0iXUQIyysSiWpucp/Y9Cq7H5AHVJO3At9vHaDN8rwg6fB/fc5m22mWTakmVVOjgKU0VAs2GZwAIWqGVxs9ksRwb6RaiC6YWAuG5/P3FvwHwwkN3MmabXSgETeUs7ZFNVEe/zbVSKCEjBiMUhXrKxlcmjSKERgf9T3wtIh8N1zPVD1JComowMtWMr0D5BRAJfGX2QxhxUZWIV6H0wWqE40O9RXy8UkVBqBRFABIuE2o1jNeHwLGKrohhGDCiAx1H0T3R14LujtVc/r1T+WTex4wbvwkXXXIFlRWpgAMpMhSRM+g6gEbRiEtH84aMRtwYrtwfY+aSVewwdlD0WWa7jNeKZ2zuS1i0EH3Z5tw48ZB9+Pb3TaXIPffey7Y77cPPfvErBD5nn/8DHrjnV/zo+2ew30FHYwkfSygsCyZvuTX33n8/v7z5Z1x/8y+xbYsdttyc6gqTsglBRMQ2xLQX4ed4yB6C0DhoKJ3WK4tBUfQZF3qii8xFfFhoFXllyEIeJSSLVnWQlj7NVWkQ2oAKKRGZTnCSoBQilzF+NZFy2TfTLQtZyKGdpGkNgIdKpLCC83zCoH48/dCvmb5wGVde8T1GjxzBiDHj0Vrgi2JVhxAaHwtfpBkzdhzjxo6JyusFmqVLl7DnLtsB8MIfnyjRdCRti3EjhpKyZMy/p8gmeUpRlU4xbtQInnn+BRKJBB9/+C6DBw9C2smopjwOOOKVKiHTEc4YZ2hsUfp/9hUdHR18/PHHTJkypU/W+Kv48sVGCzb69+/PsmXLAEPJnX766Vx44YWRBfSUKVMYOnRoj+VefvllKisrufLKK9lmm23461//2mOelpYWNtvMtJS/7bbbSCaTvPfee1H319C6GYwg9ZQTTuTAvXZh+y02YdWadp6+41r2OPE8bAGhI2iwocU8MWAMufLMb89T5UhG1qcZW5cyTyLhk2n4Ht4sAo2GpRXDU4rZa122SPnmOup6CCHxs9lg9RqERCsXISUHbjGWK596kQ9ee4NsXSM3PvosgwY0cdcfXwBg88mTwe1kZWIwAJV0mvUECnsAP0iZFLTTsxMkAtcvlr0KAa4voioS5ZubuRAYgJFdQ2b1LJL9tgAr3SdrsaHMRl8pk1CroQM0IgKyKOEE26WBoDmcFYAOT0kcS0VMRvzC60jTIl4Khass3n3jRVqXLOC5F17BcZzgqS+wcMbHwuth0Q2lQKMvJqOvluqWco1+wHcR2rzbuS6EW0C46zEMC6mjXAY8l6OmTODbwaTu7u6SWesrJG+9N507fnVXLD9v2CxV6OSqa37M088+R8JxOOmMczn8oP257aeXG3Fz0P+nPCUSjSv5XJomiUccTMgYOxHqMIppmNh8wXea7sgxpsQrmnuF65X5LBrBgrYuOroytPSvNudpkDoh02W683kuFHIGpPme2X/SKo4D8IMmh5Zl2BDfQtkJpF9A+gW2HD2YSeNG0NX9Ha645Ls89MSzIMDBQwX7NX6j97QdaX4sYdrHrwgY3eHDhjFhnNE8CDRtazuRQlNbU2M0I0IWy2IDgHrRpT/iiT8+zYD+zZx03Dc554xT+dVdd9G+di177r0/9Y3GXCt6mED2YDrKzcBCseimo4tVfOuKRYsW0dLS8v8N0Oird9f/b7HRgo1ly5YxYICp8//d737HmjVruPTSS6Pp3d3d7LVXqf//I488wrHHHssNN9zAsmXL+rQyl1KSy+UYNmwYL774InfeeSdvvvkm2267LQBbbLEF8+fP58wzz2TJkiV8+OGHjBjUn+kfTeex5/7B2UcdxIkH70OVI82FCEpBBiDcAvPbs6zIuAyvTdGctswFLAylSp9IVaziJNBoNFmKFQKWZ336O9qUu4acnVKRcNJKGqaiEbjhmH3Z6/r76S64JdqIpc/cix90sAVzAXFJ4OhC1NE2TJ+42swTMhzGHTR8MiNgOMDzRCQqC427QqdQIcBKNeBUDSG7YipOw0SkU1mSOilnMfpiNKL/rZcUSNwyJX5xs6wAZGhjRx5nNpJ2kLcONBpCKGypcCxlLviBLbMlfPDaueuX13Hq6WdGLJpR9fumEZYIWA10CavRF9Doi9GIxgW6n/jNvEd0d5gSaM9D68DERCt0sHOFlMbYLTw+LMlLd13LrqddwrnnnMMzz45k3LhxCK1xleTZZ/7EWedfwuLF82lqaqS2wsERLu988AEvvfxv2tvb+fbJJ/G9c89kz/0P5sbbf0Omu4tTv3U0g/obvVTRGyKuUyoVeUIpCImzF+Zz2KNElXhvWLFqksisa13pEq0QAYgXbg6EZFlHls7OLjZrrjYuvNlus44iUoVMp2E0PBcKBQMw8t1FoKEKkEhAzoVkCmEDhZzx/bBttOVgF7rxnQqO2n8vbvzZzSyY+zGjRo8pWn3H9BBam1JTT9vRPlq9agXHHHkIE8aP5+9P/haC3jAFBQuXLWf0kIElx5aMgQ6hFe9Mncadv/gZSlhcdsWPuPbqK7CkIJvJkOnuom3NKoaMGEMymTIsS/zYpFgCG/Zh+bSRzWZpb29n/Pjxn3rZjTW+whomNlqw0dbWRiqV4tprr+XXv/41xxxzTEmPlEQiwcSJEwF49tlnuf766/nXv/4FwI477sj3v/99Tj/99F7XHa5/xIgRXHvttRx22GE8/PDDZLNZBg0axJgxY8jn8yxatAiAH/3oRzz7hydYuMQ04Xr42X/wj9uv6ZEyEcpHac3qzhyNaYt+KYshVQ629kuBRtxzA4oVJ54biD6DeX2f0cLDto2Hhlk0uCAojbAthGUhHPM3r2nrYPWatVy0/04cuc2m7Pezh+nIZPnBCUdQW1uNbvuElU2bkBYZfCwcbb43BCC+tsxFERWJQr0Y4MgHrIanZJCe0Lh+EYTEfTJCnGNXDkJh4WdaoXpUr+BiXTnPEJSE861LFBoHI75vHlYtWWQ2ErYyWhENaIFtGz8Nx/Kxg7SJJTSOdKP98eC9dzJy1CgOO/xIMpkOfnHLTRzzzeMZMXxYoOiPNfzqrSIlljYx7+u/gIfz2m4W4bsI32VMjY3sai9Nl6wjtFbgmlvYu+9/xJm3PhxNa6o2LcE9z+Ooww/l/Y8+ZuiQIZx0wje5/ue/Zv/9D0AhWfbJfLbafDMGNDXy0ksv8d2zT+fy753PD678CS0DmnE9n5/84Dyz73VMExBYaccjrs2AYhWJGS4yFvGy1fLlolQJILyiVbkM+78IiQjPJUB4ebTWeErRP6Hp31SJLQXkg+oxFATnFd0ZIov/fFD5kuk255ZSBoBICzIupNLms+8jkqYsNtwWUy2T5+033gIN/SoM+4Uw79f+9BoWzJ7B5Cnbo5C88vKL3HbXvdRXV9DR2cnN117Jt445ihsuvTAAz+ZYWNy6nIbqSqoq0pGIONTGiMDt1FeaufPnM3bsWIaPGInrutxw860cecThnHDyqUgpWduZIeE4ZDLdCGGRTFX00G/0dhxvKKthWRbjx4+PUt3/P8RXPhsmvnCwIYQYBCSBsVrrv3xe650yZQqVlZU88cQTnHDCCRx//PHRtA8++ICpU6dy9NFHc9lll3H55ZeTCy4aI0aMYMcdd+S0007jjjvu6HP9F154IYcddhi5XI4JEyYAkE6n+fjjj1mxYgULFizAtm3uuusuLrnkElavXs3A99+gOp2ipamecYP7GzYifArVmtXdeea356iwoCGZpkaqYu/0MMrLYINqAu0GtHDwRBaCC9vzyPuKT1yL0bZnNAuODY6N8hU/fu5VlnV0c/Hhe/PIv9/n9hffoS2TQzs2Ek1bV4YbH3ySU446hITj0G/NbFY3jMGmWG6ntGXo1KD3gR/oNBTmCcwLLMqVMiWgljBPxCFICFMnnieinxd6kQkBMtUfmeqPm+s0T7uJYulcicW50r3aj4cRF4VGAESV9jsBAlOs4vJR0zUtsEXRnjwcJ9AkLK8EZIB5yrz/3nu479GnEUJw522/4P57DfC1hIfsJSVQsu19pU4CkaUgcJoNGA2pfITyTLtz30V6BZM2yWcYaLnQnQc3H3mraN8vKa0OmQ1T72sZdgNIJxymL1zGZmNGkHZsRiZyFAoduNlu3v/oYwB+ccv/APDU4w8wsLkf20/Zgo7uDNXVVTx+7d189wc/5Iorr+aWG69j/4MO5p5f383dDz5C1vV48eVXOO2bR3L6cUdjoUorUMq1GOVdVP3S1EjEYMTKVqFneqR0OAAghVxxfjeHD8xa1U1C+4yqS5mDIZcp7qPQibdQiA4unc0iLAtVyCMs2+zjUFgKZv1uAZRpA4BlgZMwQEhrpJAoIejo7GbTsaNoGTgQF5+EzjHnk8U8+vCDDGoZyNwFj7J69SoymSzNiTyLFy1l5933IpVK8c6rLyGlkWxayjV6JuUzeGD/SBcTb8YWAo7uAPiTrEQJi30PPIz9DzzY+HcEmpCqanPuFfJ5Wpcupqa2nqb+g5DBsRIHHlFaZT1VVWFks1m01vTr12+D5v9vCiFEPXAo8C+t9dz/483ZKOML7XwjhJgI/Ak4F/iBEOJ3n9e6U6kUr7zyCu+88w5XXHEFw4cPj6Y99thjACxevJgzzjiDE044IfLb+M53vkNnZyd33HHHenOGQ4YMIZ/P48eeFocNG8aUKVM48sgj+frXv85zzz1HMpnkl7/8JY9e/V3u/sGpXHXyEaA8CH0OlKItU+CTtgyjqiSb1CewwooBzw2cP4M28L5vSlkL+YAKD9gMz41cQVUmi3Y9VM7cWBzfp+AplokEsiLN0s4sIpXinZVreeztGTQ21HHKr55gn122oT2b4+jtJnLPP97ihL13YNeJY1jd0cXEr3+btTkXP1GJrQokvQyOnw9axxtr5RBweKpY6uopQ/F6ylC1YRoFMCJRZW7kpvy1mEYJbcE9X0caCq1c3LZp+LmVwfqL/0WYHir34Yhjs5L5g+Hwe8Jql3AbRGw43B5L6qj0zxLaNFizjXdG3IpZoPF9zeUXnclhRx3HyJEjUEjuvsuA11EjR/QQhK5TFBqrLOmtl0mvbEdE+xgQ+u8lnaXlresLpYLjyWPCwH5sPWYYH86ejxCCr599MVprkqkUEyeM5YiDvkYqYWPbNq+98i9WrmhFYTF2UBPTp0+nRme46aofMmfefI458RTe+WgWx55yJtdceQWVlVXstsO2PPj7P5VWmfhuDy2G9IslulK5SOUW0wplDEZc9yTKNR1lw0LrIqOhFdLN4fqK6cs70Z7LiFojDCeXNfs1n4OsAR06n4tSUSqbMemoWCWZzuUMiAtKzQnBh+9H57Uo5CMGKtzuA3bammXLl3Pbrb+kMrMCrTVHfeNIcrkcc+fNN+0TDjVNJs8670IOPfwbnH7Csbz+wrM0JQns1Qu4nodSPqMGDzClz2BAavwVHCvpVJIhgwfjum5UWRZ2q9aBY1AIJurr6xk9bhMAFn8yt+QYLgcXG8pqzJ49mzVr1mzQvP+FMRbYF9hdCNGwoQuF157P+voyxBcGNoQQWwHXAH/RWn9Xa707kBVCnPF5rF9rTS6XI5/P09raGo1/5JFHuPfee3n44YeZNm0a5513Htdddx0zZ84kl8tx/vnnU1VVtUEdBm3bZtKkSRvcjTC92zGE7b6F7+MVXOau7mZlpkC99JjUmKTeCe6snmfARD5nXr5vtBjBMJ6HzmXRhUKRzQhAhnZdVL6A9nz8bA60ZkylYEle8I27/8zWV9/N7tfex8NvTufEvXfgJ6cdzbzWVVQmE2R+9zMOnrIpXdk8h+28Fc9dfxG3nX8ik8aOQHW2oaRFutBh8rxCkPQzeJjyPFfbuNqOqjB04BTqKdMvIRKChiAjMMNyPRGwBMXqkJJq3mC8lWzAadgcr2MObteSXvex0uD75mZfPBZKp5fMH6tiCb+/h3ZElm6HGWe0JrZUWNInKU379JQ0lPyjD97Fm6++yGv/folXXn2Lrk4jpv32t79tRKHaK3F6BHqAj/BYKQ8DOHxkwGJI38Py8kg/j/TyyEIGK9uJ7O5AdHVAVwfk8+hsFpXNmvdczrwKBVTevELfFeUWmbIw7j/P+NO8+dEs1qxezS9/fgtCedTV1rDlFhPJ5wvssMMOvPLGVPbd/xAs4eHYNu988BE5z6c+AX946B6EtPjzn/6EZVnsuftu/Oii83j/o4/56UXnmmogr9AjRVLKXrimXDXcZ74buXpCUXeB1obZCZsNEkuXADIuko2VAYfLdxZ8qizNhIY0UohiA8NCcblQGwWgQi8bpUyJue9H7CJaB60BvGg+AzZ00efEcyODNauQpcoR/PnOG3n1lVfY9ZCj+N53z6Mp5iILcM/Dv+OQfffglTfe5JHbbuDHF32HwQEwEpjmdnMXt7KqbW1RiB57j/ZhKFZWHiNHjWLB3DmogJ1Tpri3RykrmOtfy+AhDB0xGpTPwgVz6OrsCNb56e6A7e3tZDKZXvtZ/TeHEKIRQGv9BvAYsC2wlxAiuaHrUPqzv74M8YWkUYQQFnAH4ABrhRDna61v0VofL4QYKYSoBfprrWf9p99xxhln8NBDDzFlyhReeuklCoUCjuMwffp0li1bxu23387LL78cVZBUVlaue4XriA8++IBhw4ZtkAFNas/jyf71XpZ15lnUkacxbVEnQChjaGRcPoOLbSjgA3TBKN81RsAXuoACMWbDR4XplOCmIR2Htd1ZfvHCW9z71kwKhQLLfnsDp/3iId6as4jjhg1CSskVxx3MiTffz2s/OYdDt9ucZ979mL/9+y3GnDiSkw/cneOOOQJt2eBm8BKVpAoddKX64UuHJDm6dRUWyojVtCgThQpT1iogH1SfGDACMkiphMxCPpSbBKWuEasRMhFONXbDlmjlokJBY/gUVnbS+b7GCp7meit7jUdY9hrOCwZkhJ8tafqaROsKLqauspBCkZZFp0SlJXf98joAdtv7IC773inc++BjVFdXc/bpp/YQ6EGpuA5KNRpx0ajo41GmN2FpeWjf63Naz3l9yBciNDaysZZHLzqRo2+8j4/mLyL77Av8+cXXyOUL1PZrYt6CT7jr1/fR0K8fKti+l15/i0P22Z108B9UJWx23WkHVrYuxct08vgf/sCBe+2G7ThUJp1eS1TD36SDDqpxQWhcdyFCkNGbx0Y8VeIWlwk/RyWyXoH2nEvWVQxMCRpqUwZchPvbi59zRYCjC0WAo11T2aVc11ScBCmryNvGcczDgVaGOdVBHs/3QVoI30VrhZQWgxuqeeaOa3l56sd8PGs2V55zMh/NXUBjTRWDWwbQunI1I4cPpTqdMo3fArAasjxLV68F5TOwoSYS2pYcH+HvEgKhNb60SSUStHd0GrDSy7Nmrx4b0qRE6+r7sWzJJ6RSafoPHEIimdxgVmPhwoWMGDFio2ojL4S4AfimEOIh4H+01n8QQiSA3YAO4HOTBfz/EF/UP38x0Alsg0mhHCWEGCGEGAhcBdwEPCOEOPs//YJnn32WXXfdlZdeeomWlpaoEuCkk05ihx124Mgjj/zsvyKI/v37M2/evA0qYSoUCqA1Oddjs3qbUdU2TqjaDv0yPPPSnosOnkTD/iY6l48xGB5+d8Y8nbpe8O7iZbL4+UKUUrj6+df4ePFyLjtiTzKZDGu0wxmH7MXqjk4e+vtr4BY4ec/tsCyblz+cw7l3/56CUlz62F9ZMns2yklh5brRwkJJ0/vBlw7pQgdKGJpVaYmPjMo9C8qONBqh4LPgy6JBljBaDc8vshqeX2QRwojrGUMUL6wk0qlCZVvx1ryPij2xlt+L/bKmDOWplHjZqx9r8BbOG+ozfCXIu2ZbLWGEra5vmsrZwvR+iXuLXHz1z7nwshv569NPsHrlch7/7b28/967PPLooxx97DdNaWovwEBGFSaleo5iu3hzQ7GUGz31Sz+P8ApIN4/MdWNlu4yvQ1cHdHehM93U4aILBcNm5AuGEXM9dL5gnrqjl0dfItJDtt2cf1x7PsP69+P5W3/MD886GWlJzv7uRdxx261MnrQ5a1e3ctWlFzBv5sfssfOOLFhs7M4tv0Ci0EWNrVm8tJWfXnstP7ziKn780+uYOWcu40aYMvQwPVKyT5SHVcZeiDIGo2RaPN0SMBjGbrws1RIAhtDobFlnnpkrOqgI/SBCFkOIvoGG6xbFnXkzXoUPAiroPaR0bJwyy/i+WU+YFg3SpVEVjPKx3BxS+ew2cRSnHXUwQ5sb2H/7yWy92Xha6quZNG4U1elUcX7fXFuEVni+z4rVbYxqaY7SweWpulLg4fP9H17BrNmz2GnHHSPvjDgILmc3IoAb6JhqausZNXZTUhWVeJ7L+BHNeN6GAdwJEybQ3NyzK/F/efwTcIFvAN8JZABvAxlgohBimw1ZyVdpFBNfFNhwgPO11m4w/A5Qg9FvLMKAkf2Bk4UQIz7tylevXs3ixYvZa6+9GDNmDM8880w0beTIkbzyyit85zvf+Tx+B2DAhu/7rF69us95stksH374IR999BGpfU5iZLVNpdBBd7HggpPNRiBDZbrNzcF1o1cELILUiZ/NmpRJLoefzaFCZiMUlSqFn82R9zU7jB/GmV/fh9VP38Wibo8RgwbSnSswr3UVK1avQfgeWwxvYX57N7958R1+99oH5FyPu//5Ntq2Uck0lmucErU0reTzTiW2cvGxTHdIZeErC0f6UXmrUvFmTeazJQ2wgIBJDhqyqVjqIgRuoaainLXQGmR6IMKpxVvzHr7b1WN6XDga13LE1xXuKhG4sZakbWQ4jwEZSceAjhA0WVLjKgtXWZFhUSEo+913/0NZuWIZ4yYYm+fZH3/Em/9+iRt/dkt0AY6sygOAUS5+BMN8yKDXiQw0PqFD6KeJTT4lcaejzsAeupA3IKRQYPvxI/j4np8yqCbN9ltuzuy58/nmwfuy+eAGjj/2KLbbdgqPP/4Yv338CbbbbDRz5n9CV2BbDpDN53n2hX+yaP48Dt5nD3739PP84MyTaaxKlQAKIPKeCEOE7qfhdC8fpUaEVqXAwi0UdRhhNUhsPdFwwKa0duVZ2t7N5k2V1CbtknQJMXBB7OZZyi66IIXZT6F+yHMN4Ahv6koXhdzhw0NYJhteA3wPmc8asSoxXYnysdysefdyhOW9ll8Iyp2LxnBaKRwp2HzUYFKOVWpn31t6Q2t+evu9fDRjBk//+c80NzdjylpLy697K3MtHyelpKl5IBWVVbS1tfHmm2/S2tra54OY1pqZM2cihNgofDWEEOOFEJOFEP211s9h7lUdwEPAh8A5GO3GfsDxQoieZk5lEV6fPsvryxBfVDWKBVwthLgYGA9UAc8Ar2itfyjMUZcH3gVyfa+m9ygUCowfP55f//rX3HDDDUyaNOlz3PSeIYRgzJgxfZ4sy5YtY968eQwZMoTBgweb+YKmaOWmXJHIMyxVDQBEvMqipC180EwNQAXVBcrzizfrhMOm/Wq48S+vc/oBu1M5dBhjGqt4b9YihGXRWJmivbOb5tpqCp5HKuHw1KWn8s3/uY/uvEtDXQ0y141b24ySjul26Ri1ui8dfGFMhXI6iS09sl4SjcCRPnnPtJH3fFH01vAJ7Mpj2aLYvTNMmVhSUHB1r/fUIvsrsKpGIOwKdH4V2qrqfd5eqlDiYQCNmRhqMsz6i/oMCC6motgTRWkzbAmNpy08bZU8/dkSqmtq+O3vnqG50idlS44/5ht858zTotbpPbYl9Mwo++HxC3/49BoZdgVP87KQNzepbDcU8mi3YASKvs/0Ls2EROCzokw+v9eaO61BiYjy0UG/EsMUWKacs1BAAANSHgfusi0rVq9hjyOOY/nK1aTTae647TZ23X5rZK6NxoZ6Zi1YyDYTRmEJl7MP24dNhjSzx47bs7Stg+H9GzjxoD1Kf2ssJVLyOdxHweceVSSB4EfE/DdEYFNu3HCL1uRggEYuQL2NDjQ2B6WtvQENpdBuASEkQkhUME+UQoESnYuOn7NBV2WtXZMycT2EbZltVAqRSBp9loO5HgiveC2RFkJaUT8VEVTSmEqboISVwCIu+G2ftK6iMpWgqb42Ouh7820Jjfg6lMUdd9/DGy/9LTA9LD/2dA9WozxCI69w3jB9kkgkmDNnDkuWLGHy5Mk90iStra1ks9mNotQ1ePC9H3gY2EcI8U2t9aNCiC2AG7XWBwfznQccCJwF3A0s7GudvT1I/f8aXwizobW+HJiJ0W1MAYYD72qtjwqma+BwYDTQDhGiXC9KBBg4cCAzZsxg+vTpHHrooZ/79vcWdXV1VFVV0dVlnrC11rS2tuK6LnV1dWy99dYMHTo0OtlSh5xjKkliL5XNBEDDXBS9rgx+Lm9YjbxJlXiZLKrg4WXzJlXi+2itzLDnlwANlOKjFWu45LnXWNOd5a2FrdDdSU2hm/nz57HbFpuwujNDQyoJtkPB18xfspyzbn+MAyaPZ+pNF3LyLluhnRTSK6DsBG6yCiUtClYKjSBPClc7OMLDUzaWMGkEV1mB6LKU1QjTKKGJVzguLGENh32loxRHb1UkQBHRJ/sjKoeD14nfMQM//hQbCj+l6LF8fB4RAA0w99mwMsUKW8rLcD4dvadsH1t6wTgdlAHLoFrF57CjjuffL/6NZQtnU9/QxMihQ7juiksY0L9IF8erTHorgzVpEz9iNIwo1C/RJPQZMVDa5m/gqRwAEO0aDZAROuYNyxYTRIZln7/+3snstuVmpBIJ9t5tZ9578zV22WVnLMvi6RdewrEk44cVbdKTiQRf224yST/H8Lo0Pz7vFGqrKqNqjPKUSMlnN48sFLdB5rPIGDCQhawx4QqZIjdXsq4whOci3DyrMgXeb+2kszuHLUXfQAMiRkNrtQFAI/DZUIEwNHg3+9cwHdrzi+v0fXQ+X0ypAPie2U7lI7wCwjdlzXHTNmKgNGzg2NbRzdquDA3VFUWAEaP5hPLJdHfT3d0VTX/73fcYMXwotc3mf1JCBsdzADj7ABpxdiOs0gqt+sOoqalh8uTJjB49GiklK1asIJ83+8/3fRYsWMDIkSM3ClYDk/p/TWv9c+ARjBgU4EqgSwhxD0Aw/WvAcK31+/8XG7oxxhfms6G1vlgI0aK1XiqEOJMYgyGE2BL4GXCQ1jorhDgW2BnYXgjxjc8iHP0io6uri+nTpzNu3DjmzzdlgrW1tZFFem+hAydHABXmfHO5CEiEoQoB9S4FvldA2lZUyWioNFUCMkLPibVruxhaX81x227K1uNHmQtoocDKJUsYmAAsG9uxQCuGNtZxzZN/5zsH7ML1xx8EVTXoVBrcHIXaAaA1BTuNL2x8aaO0hY1HjhReIIz0g7bSrm/ja4kUGi/sfxKzJg+vf1JqfE9EbeSBkuGYL9F6Q1uVIGz02nfRNRMQTk0EYEJgIq2YOLBEEGookLAnSjhdSkjaCtvSkfDVlspsd/A5dHM06zK/XwrF0MED+P4Pf8R5Z32bysoKnn/iYUYNHxqlS3p7YjQpk1KtRtFdM/rDowZrwisYhsMtmCf8XAZymUifUaTr7SjFpgPH0D73Yy9+JdrzjeAxm0XbLjKVQnS0UZuqoHV1G58sWcZJxxxBja3x/RxSK1ataWPXKVtQU1Vp9AgxU63o97r5nuNiJltAEWCEbEU+Uzo92xX8WRZCSihkjZOnNCZbkSjUsiIWZMHaHKs6c2zSWEF1wioFGXGdQZAKgbK0yXqABlDSUVkIEexXBUqio7445sFE2I75Ltspsp5JgSj46ETK7D9AWyB8hbacAJ0TiE0luXye+ctWMG5wf5zAZyNqPx/4imSyOYZutw9nHX8UP/7eOfjSYsniJWy62USEVhHb0VuUH6t9aTjGjxpcOj64DgJkMhlmzZrF4MGDqa+vp1+/fpHtwH9zCCGk1nqVEOI9IcSNwI7AjwC01nkhxHeBR4QQ12utf6C19lgHoxGPL4vm4rPGFy0NXha8jwS2gghoPAZcqrV+RQgxCpiktT4T+DWQ+oK36T+OEFi88cYbDB48mMmTJ68TaKS+8T3wvKgMEa1w13ZELIZWGj9XwM8VUEF1Schc+K4XvXoDGmBuGpMHNTO0ppJnP5zHzDfeQXV1ogp5hverYd6K1Ry73x786l8fQKHAQduYfi9+6HSV7UalKvFqmlDSxrPTOF7graFNM6iwjXx4k/W1ZYy7pAooQtNTJGwjH2fvfSUiDUdRq2FYDStW+dGbzXgYcdZDCImoHI2oGInXMSeqZommS9FjfeE6S5gNAbZF1AvFtoxTaGXSJe2YG4sVtI0XaHK5PNdcfgH/c80lSJ3h0Xtv4a5f/IQZH73Pnnt/jRmz5jN08GDWtLX3BBdB2iRsLV+SJw9FjgGjERp3hUCjBDCUOWyuN0Tfp7YODL+U6xkxaaAtiEo5id1gO9eSVi4nHbIPZ3/rCLNqNEpI6mpraO/sMk/mcSt+5fdgMSAm7gznK+RKHD3R2rAX8bLNTGdxeqaraLqlNeRjyxdyiEKenGfOlX62YlJzBdV2rKwVytiM4raoeMnrhgCNYDgCeNqIReMsR8RwhPqYQuCtE25PKBb1gn2lfESsJjxkM8Ku0CnHYvygJqrSyWh8SVWTVlx3+28A2GOHbQK3VY9Nx4/lnXfeJRv0TBK62Ntkfc6g5VEONMpj+PDhbLXVVnR2drJq1SrGjh273nX+X4UQYqgQ4h9CiDuBy4UQ1Vrr+zEp/59orf8Wzqu1Xg78ACj0sbo+Qyn9mV9fhvhCwYYuqoZuArYQQvwTOBu4S2sd2ncOBXYSQhwMHAx8AiCEOL58ff9XEdKBc+bMYdy4cVRXV9PQ0LBB1GDFt6/Gz+bxs3kKbWvNBd71Io+M6KJf8FCews8belt7fqRuLBdfCSmQjo10bFKOzZPHfY3jJ43l4F89yQV3/Z4PZ83nidenUZlI8PVRjbw4fyU//sM/2HZwI987aFc2bWkybbFr6rG6O/CthDGqkjYFO4WtCvjYhI2YwtRBWAaqtMRXRkTpK0Hek5HbJphxBlwUq1DifU6EECWVItATIERMRVk5q5QCK92E3TAZ0PidsxF+tmTZeG16yXfIsMOr2R7b0iRtbZgNqZFopNSkHQ9H+obhEIoFc6fz3J9/x+8e/g1777AZf/vLn1G+zxknHcObr/yDhQvmsmr1aiZN3LRIOQe9TSAQNFK0rY+nVaTyyqoGYmDE94qshlswfXayRlgcVZsEx9L2iUzU6TcCE17vrx4RpVYC8JHLm5tjxjRlO+fre/PcK2/xwKO/x2pbQkV2DUm3m0KmGztGFckgVRIP6eZL0iU9xJ1RVUmuJC0iMl2I7g4zXSnoDgTCWkN3p9Gt6MAdNZdBa83itTneX9JOpqub6oSFLXRg1BXs0/AmrxXEfDi01wejUQI6iuAiZCRLwEdwvpYYfrleKeDwfbNO3zfbFVarBPsi8snQuphSUT5a+cxZtpp8waU6nSgav8WOrzD+9dZUAK646XbywfaPGzOa1tZWLrjoB9E5/UVGOp3GcRwSiQSZTIapU6fS2dm5/gX/F0MIUYPRZjyNechtBJ4H0Fq/qLV+Jpgv2lla67cCicBX8R/E/0pvFK11K7CzEGIyMEtr3R2b9k8hxC8xJUana63XCiGOAe4TQiS11nf/b2xjX7Fy5UrmzJlDTU0No0aNIpVKsc022/TZur6v8HO5KFXiB+kUrTTK85G2Fd0EhBSmlYKUaKWxksXvCeezUqYHjPZ8pOPg5wsct9U49ttiNLe9PJUj7vg9/Wurueaw3Tj+jsfRiRSdXUP4xsQVXHXILsjqGtAalaxAJVLY+S7cZFUAOByUsLBxyZFGoHEDbw1H+uT8BEJoPGUFKQyN1jIoIy2mVLSOWZNHFSE9/TXiqY5IbxfXYCjdq8AqBCxYaQpr3sOuHIJVNSQCgOG6lALbNuxKqO9wZMhqGJdTKYwduS2Nmt/XViSI87EYNW4Sk7falny2mx9e/iMmTTT29TvsuDPf/c6ZNDc1csIx38Cxe1LUEdDQmt5KYYGo2qA8fRJPq6wvlvsWzWL97EdYqqmlAIw/hFA66lQaRXDTVJlumioq+dMVZ/KD+57i5nsf4Yk7/4fRo0czduwY/ueuB4weoxwQez1TKiHAKGmuFqZQQlTY3Vn6uavD2H5LCVqYHiW2Y/ZJVwfYDp60+XB1Hkv5bN4vSdqRkOkOUGWwnmy3WQ+U2o8HN2QhZSmzUyiCIR2cm5HHTVDyGh6jyvVMCkppU3UihTnGg25/WirwMKg7aIoowIhGfR+SKcPSOAnzfdoJRKOAlnyyai2u55GyZUkDPqFVxEUIJMqy6ezq5rU/PcJ1t97N6B334/QTj6Outpa6ujp22Xknw4BIGTEbvaX6og7HZdPWx2qE0d7eTltbG6NHj8ayLJqbm5k2bRr9+vVj5MiRn/ra+XmHEKIFWAVMBZ7QWi8E3hZCPCuEeCzUFgohhNYbcPKtIzRfpVHC+F9txKa1fi8cDipShNZaaa0fiY3fBbgQ8z/9n3nb5nI5UqkUrusyYcKEEkOvRCLBkiVLSCaTNDY2rnddtd/7Oauu+HaQJgmeIpXCLxhFu1+IH89B/l6aG65yPRI1pgpDJmxkKoXbleHjtg4GVaaoS9jIZAIvk6V/2uGaA3fi2m/szYpMnjE/+CVN1ZUsX7mKte3tbDn1fdrv+ZH5hlTaNIZLpPGctLE+tlJI7eNJB6WtoOGaEYfmVDLQMPh4yjFMh28FlSdGlxFWoYTX6bgoNDzhpDBgImQ2Yq07omXi88ejfLwQArtyMDrVD69jFtKtQSaL/5OUhgkJm7OF6RMwwlADMkw6KO/ZOIk8QmiS0rSP95WZ2bYkI0ePp7GxHxM3mwh4WMojJQqsWbOGHbfbhrNPOdFsU5yZiAENoMh2lFDfuuTmGxwc0bso5Iw3g+dCNlN0kA19M7RGez5zCyma7Lyxzo6hs09zrTQumEa7IbRtjhPbXCImjhjMMzdezINP/4Ojz7qIP9x8BU3JBDpeGhlqJ8IbvA7cLMvIlLgINIpsd0n1jO5oRwgZgQLV1YlwnOAGrgJtiUW3q6h0OxjqONSnEwgLdFdHBJx03vQyQQpUphth2SAFQsn1MhohuBBCoArFTrIRs6E0WhmTr+g/E+YhQWDQtfJ9pGOjlIdMJErYEHwfkQ6atjnCiEa1NuvAAKAVHd20dWXYbGj/IM0hzHERfJdQLlpY0b/QtnYtNY39ufPm63nuH//i5HMvZHDLQH7xsxvZbpspeEGKdENEodH+WE+lSjyUUsyaNYvRo0djB8dOS0sLzc3NLFy4ECEE+Xwex3H+Twy+hBD3YlIhPwEGA7sCDwJorfcXQkwVQpyqtb5bl1PK/0nor8BGGP9nXV+DP7LkbxBCjAT+B+PM9ndM7gwhxDmYapZXv+jtKhQKzJ8/n9WrVzNlypQ+7XUrKyuZMWMGdXV10Um1rmi8+je0XvStHlR2j14fysdK2GilsJJJrFQCqzKNVVnB4jUdHPzTe+nMFUjZFmuzeX5x+O4cuNlI7HTSsCSJBDKVYl5rO0pr2jJZko6NY1n86rsnM89NMLY2CckK/HRVVOKqpBGFujKJ0BoPOzLyCtMoSlmRQLTgO6bniSdi4kkCEy8IU91hNigsiw3P3w3phBhPpZSzGyVaDSuNXbc50pJ4XYuRuoCsGYYQVhFolDReK2o9pNSBJbmKOtqKoNV3WImitSDb3cniTAezZ89m3JiRKGHx8KOmB8/lF5xLMpEgfjiXMxrxtEp5RBUI6Kh/hlAewjdPsQK350L/YR5Xez5aavAD9igQH0utSpmNUBeUy6PC1Ec2w/H77IhrJdjz9Es4+5hDcV2X6TNmsdmoYaW/KSxDjZeiuvnSvBbEOqwG29fVUfozu7qIVL2+j9/djbAsOrCZ26GpIsfYGocGS6PWtoHjmPmVRnV3mGEp0N05M6wVOltAB+vUubwBH1IafUbwH6mYVkPFgEho3mWYRxXbp8E6lBuIuyVaedEDQ9FtNFgWELYMSmFlsbJIWkX2wveptAXjB9STCMu3UQiDRNBhai6AfMJz6ezqpqqyEqTFtBkzAdh+u23ZZuutgj5HRaARuoj2xW7Eh8eO2qBCwcgmoNxt2bZtRo4cCcCiRYtYsWIFo0eP3uB09GeN4OH2VqAaOFpr7Qkh/gf4oxDiTa31zGDWq4HtAhds9dkBh44cd/9/j/+aFvNBDu3nmBzaAxi0qQMtx1ZAhxDiza222uoL24aOjg6mTZtG//792WabbdYJIurq6qivr2fBggWMHj16g9YfAQ1dDjCCi0YgJvALHnYqgbQtZHUVi/IerW0refSVqcxqXc25++3I9d/cn9c+nMWxdzzBQVuMAcBOJOiSFufe+Xv+PHUmB04ez0+O3pf66kryCAY2NzJtTYHFTh2DnASFdB2+ZWjdgm2Erj42CnPT9ULdRlCFEqVMlMCSirxrFUEExbJXFVSheK4IiwRKCgD6Ovd6AIpYKqVkfEzoGc4ngoulU9GM1zkHd9XbiNqRWJXNWJbRatiWSfuE2o3QXyMUvEqhcKQfjLOxpdloW/gcecxx/Oz6qznt2ydw++23MXmTsfzxz0+TTCQYMmgg9KbR6C11EoKPIG1SdA7tpYJEGY8NfA/yeWMI53tRj5OQ1TDCREP3R/b35c5mGxB+3lRBhVohBaUABKCjnW/vNJG9J47k0Ct+wZqOLiNYJBB8BsiuaB+ep9eIV6CEOoy4MVu3ybSKAJyo7owBBZbFsjwsyuQZmYbGCsf0JOnuNt4WSplhyzLbrjV+RwfSMdUdKpNFBL9RFYyvBpgKsRAcqV60GhBzDg2GhZDGp0TIALQFKRSlMSkqgfaDlIkQaKUCO/OwiiWsQAvpNsukYYCCclnaVWBYU22Atn1DemqC6iWFINjPWpmkh+WglGLYFtvy/e+cxW677ExbZzdXXnoxWHZUvaJFMU0IBHoiGQMfRStzgWZMGZDsK7LZLB0dHfTv33+d840YMYKamhrmzp3LypUrGT9+/Aat/7OE1loLIbqBiwOgsS8wDXgKeFgIcUCQ7gfop/U62jV/Ff9R/FeAjUCEcy2Q11qHZmCPAE0Y0eirwDNaa2/rrbf+XL9ba82aNWuwbZuqqiomT55MRUXFBi07atQoFi5cGGgQ1o/OW25+hMXnHGluDKF1duyGGj4EJqpSyH71PPrODH75z3fo8nz611az4wTzZPCHtz7khuMPYvLwFtZ0Z7Eb6vEyWR5+40PO+e1zeL6iqaaSe04/jMpkAplOm3x1ZRXj6tJ8sGwt1Y3NpHwX16nAlw6W8sg6VaY8jqD/Cb5pvIY2beYDu25PFdMnnhcKRQ2rYcy8RLH6RBXvdeFDQmlJqon1em0EEQca5eWbRpeRINVvE7TbDoV2sw1+HieRJLRdDlMoYKpOjJZD4mtIChdP2ZEY1g50EJtOnMS9Dz3Bg/f+iosvuYQ/PP4oAEcccoDZrnKxXjmjsS7Nhi5qNsJKDuEFnU29XliNXmKclSvjCXtGURdUzGlp/CCfVRTNaKUJKyRVLmduO76Pdl1kwgCLoc39eOvOH5Npb6O6phLymTIWI0g7xM8Ltxchf6a7JMemu7IR+I62u7sbD8nSgqTZz1BnWfRLChzLwV/bgbAthO2Y8ypkQpTGz3QZYGFZeJ1dBoA4NihhUiWWZQScucCgS6sSRqMEaMTZyFDPEug24qkqgWXARKCvMiyHAR9IaW722rA0AkwJr+cV3wEPycer11JfVYFQyvQsgojxMFqNAHBoAvZLU3BdWvo3sXT5St55byrfOfsMJm+5pdlmIwSLtBhCm4oiqT1UADCEKALeEpO5DQitNbNmzaK+vn6D5u/Xrx/19fVR2/nFixczYMCAL0zPETRO2wwYJ4TYHvgOMB3jrdEMXCmEcDAWDD/5PL/7s6k+vjzxXwE2gF2APYDtgs81GNfRS4A5wN+01n17hf+H0d3dzdy5c8nlcowdOxbLsjYYaAA4jsOoUaPIZDKk0+kNAhyDb/0dC884LMZmGO8AIUFYEt+SPPDxJ1z57KN0F1xsS/Kzkw/jsB0n06+6kiVrOnjytam8MXchU0YPI+U4vDp7IRc+9CwfLGzlpStO5da/vs7vXp/GrGWrmDy8BZXNIhubwUngVNUwcWwDtgXdVgpbeRTsNJ5MILXCJahMwThmSqHwVAg4gsZkAciI6zVCXw0/5jNUWu4a5L6VLnnQ7gtkQE+gEUZfpbJCGDEogJWuJ1FTD2i6l01FpaqobRqOk0gH7eM1duilERoWocl6SdxAq1HpZLGFj6ct/GAf1NfXU11ZSfvieQDstdP2PVvCU+zuWh5xRiNkM0rElb3RPkFvDe0ZzxZVCMtVi6xGha9QkW12L+zGekK5rrlBKm3etTJGU2XMht/VifR9RC6D5SSprkiZq6mWBnBYlgEZMvS9DFIFPdIn+ZjOQaAy2R49W1QmixaSFcpikWdT6+chAQljXhGlVLTS+J0GWAjLPLX7ueI0lc0Y0AH4XRnDhDkOAj8SfyKtnhqNcDuCeeK+ONrziy6swbBhMnzDeHhFlkNIhVYBYxA4AgshwaLIboSdnS2LGSs7qU44DKlJgWXh+z5TZ87jn+99xCvvTEOjueqsE5g4bjSIoMma5fDK2+/RUF/PTttuw+47Gj+q0MclYs6ERARN2wxRYhhLc1wGKRlR9JQZPWrEBh0/K1eupFAoMHjwholIwTR4q6ysxPd9stksb775JiNGjGDgwIGfe2ol8Mq4C9Oba6bWekrApu+KuQ8+iNFw/Epr/ebn9r0UH7L+f4//ihZ8WusXgR2DSpShwEHAMIxpyl+01gs+5++LkHhDQwNbb731BnV07Stmz57N0qVLP902BJ73yvMRlkRYkhyw+4PP8dz0Bfzm7KOYMKgZz1d85+4nGHzipbw0dQaHbrMplpQcccP9nP+bPzByQD+O+eVjfLDQMIAN1ZXcc+Y3eO4HJ7DpYONkKSsqIWM8NQCkkyQrU3w0ez5trog6RvpYSHyUDqhlLQ3QCFxDzb4TQdlr6KlR1GuIQIAZF4XG7x/xky5Mt8Q/l++b8gjLYIUU5hVjOcKS1jBdkkyE2yPoN3QrKivTdCx5F7drBY5tfDVCpiN0OnUDxsYPWsuHRawho2MLn4+nT2Pf3XemI2duRjtuV+zFVC4IBaLyxcgVtLfHHK0Ch03PaDU8L2A3Ak+GDXg0ek/3tHKPhwrTLlobTxffx3c94+tSVg4bZxaUW/SJUYFPg/Zj/UGCZnBkukvWEbZVj5gZpQyzEZbwgnnSzudR4bLBH6oyWfzuLJ42Sr7VWY9xqovRjktCgJ/JGkMzFfyesIpEKbyubvzu7mian8lG06JhzDr8bN4sXyhEhnvadSMxaFxf1QNo9DYc9rKI90opM1kLzwHt+4FGJGTCgocPz6N/2mZkfRqkxC+4nHD5/3DE939K6+p2TjziIF54/T12PvGC4vcG++3D2fPYfspW/OK6qzioF2flknJsisxbaK1vfGDCHix6g4EGmH5VY8eO/Y9En5ZlMXbsWLbYYgtWrFjBmjVrvqgb9LPA34CvCSEqtNYdmCIES2v9itb6sc8TaACgo6zkZ3p9GeK/hdkAaAveBTABeBN4U2s99fP6Aq01S5cuZcWKFUyaNIlJkyZ9Lgh69OjRTJ06lcbGRpLJ5HrnH3rnkyw45RDjl2GbJ6qakYN57NUPmDishUcvOwNcl0N2MimjBa0rmXD2T9jvx7+i9e4r6FdVwQ7jhnH3C68DMOuW79HW0c2I5nojDgN23XwcOpczKZSKSkimUXYCbTnGZCpZyeAhQ5m9cAmjRo4ikQaFZXw1YqJQrUWk1/B983SoApBR3gslNGMM9Rpmn8eup7F3VTYOen8S7+vhPKwuiVuQJxxBImBhLQmphMK2wFeSqsZh1DQMIGEplN9Fx6qlVDcMwkomkRQFo74ymhRfChLCNWW/CJLS3IyGDR7IgpkfMen4b7D4vZdJJBLF9BBBGqSs6qRku8sZjUAc2muERlmhS6jvm5tioM9Am6ZcoX7DfI4BOlV6g1tXKM83T7pSI7Qh0YXSPZgNlcsjlUZ5HhTyiJD21sp4R9iBQDO+XG/pk3yuR6WM351B+4pVSrLUs6jx8gxzCoy3ASHxs4VIzAmmnFxYITOo8LNexCYoNxdte6ivELYRiPpZLzbsRqkO7RZi5aylTqHRcByYlVB0sUoaJEhFzKIh2EXFVClagbTN/wpoAfO7fPrXpGlOmpNJWBbvz1/KB3MXMvMvjyBs47FxxD670r+hNpZOAenneXPqh+yx03Z4gQ4rEoLGXGrDz2bAVNFEzEc4Hc2IURumQwPjQzRhwoQNnr+vqKqqYosttgBg+fLlrFq1ilGjRq3TOPHThNa6IIT4KTACeFAI8SPgMkyDta/iC47/CmYDiBuAdQIvAH8EXvq81r927VrefvttVq5cGTVV+7yousrKSlpaWliwYMEGLzP8139E2uZCWTGgH14mSy6RxAn1Fcmikerw+mouPWxPAOYtW8l9Zx1JbUWK+844nA9uOJ9BddVsNnQA1TU1UV5aWBayshLSlZBIoRIphO+aqhM7ieUXqK6rY9CA/ixpXREZ/YQMRliFAhQ1DFJHfhgKUcJghHoNrQWuV2QdwmZn67rh9cVk9OqvETAacaCRcASppAEatgWphKY67RuXUKmpTXtUJDwSjoPjOKQcgWPDqk/eZc3SWSi/QNhy29eShO1Tm+jGEj4pmccKOr46wmXFsiU01tdioUg4DpqiGLI3cBFnNPrsyolhQGSo1fDyRvMQtCWPUij/aYTmcAGLETeN0wHLAT3BnnG6dfFzxpRO5YKeIUHqRmWz6GzW9PzJBuZZ4atQKDIZYRTyhqnJ54olrdkMKptFdXejNUxzEyzLagb5WYZI03fEzxfwYx4YfjaHlw2Ep+H0fCECL6GPDUoXGQutouV0ANJK/G7iw4WYbqMvRiN2zK4zXRWfJ57mErIo7AUWdPl0eZBGBWJQU6HiS4uKZBIr3F/S4ci9d2b63E+i400on0WrO3n1rXc58IADeniehFFkMvwSliOcFs3zKUQGHR0dvPvuu58bExFel5uamqiuruadd95h3rx5n9v6tdadWuujMU1AjwH+rbW+6HNZed/f+ZlfX4b4b2I2ANBarwH2E0LYn9VQBYxCOplMorVm+PDhNDY2fiGlVkOHDkV9Sr5LSElXRYo/zl7MvPZumhobeOLf73LO1/dm201GQyJpVPqJBIdssxk/efLv7HDFHTx94be4/fgDopyxkNL0XrAs82QJhs0AkBbaSZictJ00egwrgW8lsJRHfUM/qusbKfgaX/tIy47SBiaNIiNvjVCjUfAkEk1ByZJGbOXMRbleQ+uiXuPTnD8lVScxEGPbIvLNsC2oTIVMhjHtsqUi7XjBb1Ckk67xB1EODf2H09DUQueaZTiWIp/PGJ1esgZbKFKyWEWRljlSOoPlu7z33lQuPO0ElLSLiv0gfRIXhEZGXeF/Xc5ohKJRFXODVGqdKROdL5gn0bB8OMj/a6Vp1nnCHjpm/wbfvYHHZMiOCKUCpqCoSYiHCtgEqROl7AVE7pjCSRjBYxiFnhUpKms0Gp6G5QVBxrcZXuhgtBYk7QD45UPDLRF9jouC/Vwh2FaBRqIKbnAuWHjZPEKIiLWIpklQBQ9hm/4wKl+I9ByoouaipHU8PYGGeQ80KYSshSidJ2A3dLBPzXcoU56rFSiJcCRLsop2JZlYJ7ACXQWeC0mbCYP7s2JNGy+89g577rANVr6LuUtaGT5ogNk3WuHbabq6VtLYUE9tZTrQ7kgQRD4uoU4jDioQ0jQH1D46EI8CDB+9YRbjvu8zY8aML6TRmmVZDBs2jAEDBrB8+XKAT6WNi29jb6G1/lxFoH2F5j+uUv/SxX8Ns1EeQaObHtHXwVMenucxb9483n33XTo7O6mrq6OpqekLq+m2LAvbtpk2bVrUg2B98crOR7DLnU/y0twlpNMpps4xfX12u/B6Orqz5sKUNqBh4pgRXHvs1wA48KaHmLVsZakFpxSQSEAyCdW1YNmodBUqmUbbCZSTBGlFpa5KWHjSwVIuWjq0t7WxYN48PF9FGg2tRdThNWxG5itjTW78NgJBWQAsfFW0IY/rNeLovASIBDfK8qqSMOJW5XGgkXCKQtCEA7VVmrpKw2Q4lqIu7VKVcHEsc2FN2y4pO/BHQJO0XNKWi23Z1DcNMSXObjdtSz9k9cJ3Wbl4BpuOHcbajgz/eulFzj/3dLbebgfmfPwR06Z/zKgRQ42ddy/pkx5RLgaN9xCJm3f5vkmphP0xPDdKnxDrtyHs3tX6I+jFKCvaBI3yVFFTEGiFlKfM+N4szDE3WBWwBipfwM/mSqfl8kY7kcuj44BCa3QuYxiMMqCh87lIY7EoD+90STqyLs2u6XmSFBo/myv5rrB/UPhbQiYjml7+Ob5sL/PqsLS3EHME9fxIIKpc12hcApYj3D+lbEZPEBcxHOsAeKH7qA6qf7TnU2/DJlVgh8dD9N97VArFIz++kNOvuIEHHn6c7myOx579BwfuNCUGHHy6uzpJp1MlnYWtwAq/BPQGSiSznIrmD4/RDQUaAHPnzqW2tpampqYNXubTRjKZZOhQ4/ExZ84c3nvvPTo6OtazlAmtNVOnTv3Ctu2r+HTxXws2+op8Pr9eWsl1Xd566y3y+Txbb7111JHwiw4hBHV1dcyYMWO92zh//nyOPvpoHnriDzxw4Ylc9q2Due8Hp/DBnT8CYOYni4u57yC3evzeOwBw4ORxDKirMUr0wJJZux4kUpCqQDtJIwYNWA2VSKFtw2YI5Zs6e63wpYNrpbDwqevXTLqigk8WzKXghSmFgLoNeqGYYZMyAWP1Heo1jHGX6S0SmniFuyC0Fg/HQyAiDYSeEBN99vKSVjF14thmWdsyIKMypUjaCsfW1KfzpB0/6tpqB83ipFBYMUtyMHUSjvRJWi4CTUV1P1pGT2HAgP5YQbnr3rtuzQXfOYOBzU3sttOOHHHSmUycMIYt9zmM/lvsxE9/frvp4NqLIDQ05gop65Kqk7J5hN/TeyWKQKsRRnk6RQeMyDRdWcpqfAplWQQ8Cl7Qu8fttYdKCDzCRoI9pmey6FwOHW98pjU6n0fn87i5HK15zeyswO/qprqQY3PRxVjHpVIGIGIdQAHKtBRalwEJt+RziTFX8Lvi6w7Fm6pg0jVxAAKlbEapEZ/qdbg30Fz0PVE9wMiKvGZeDiosSIRAIwSYYPxVtGb78cN47vqL+OO/3mTQ3sfQ0ljHPttsXhQfewWUtBEQGXdZqgiuQ8BhBc38TLO/eLmujtIrnyYGDx7MmDFjPtUy/2kIIZg4cSItLS18+OGHLF68eL3LrFy58n9hy9YTmhKQ/5++vgzxX5dG2ZBYuXIlzc3NPcZ3dHTQ3d3NwIEDmTRp0ucmLPo0MXjwYNasWcMnn3zC8OHD+5zvjTfeAGDfffdl5MiRHLvdBA7YZnNGtzSR/fPtRrfh+yYtUlUD7aupT5i/a/cJI6hJJ415klLIijSkK0D5KDsQh9lOcVhaKGk++9LBD9xChVYo6eBrGyEE/VuGsXTpYjo7u6isacSWiqxnSgmFANcL6GxtXEOl0EHTtVJ/DTMcBxa6h7nXpyWYrAAWh/bjQYsJEramMhH0nNESTwmyvnn6r0q4SGkayPkCkpYb6C+KTqhCGKZDaUnSAu3U01Sf5qc33cmbr/ydZUsW4vmKUaNHYuOzes0arrzwbF599wOa+xlPgegJsS8vjZDR0DHhaC87ILx5EOo13EJRAwFhKY5h52zL9NYIIkPPvizlmoIIjESf/T5ZJa2NjkEERlpals2rFSrvB54SHtKzS1gXYyduR2B4SU6xOKup9gs02+amVm1pUAK3M1tyQfXLgIypGPFKgGkICkQgCNUx1zjTBkCWTCsfFkH/Eu26QYmsQvkaGZTLas8tGopFzIaiN0+dkjQJ9Ew/hb9NEvyXxphsqZJsUqWCPiuBWFMLBMG5b1lGKKoVm40cwp9uvBjfLWAFLemRpleKshOsXrWCxvraANDGUiUYxb1QXnDOG1ChAEsrlLSi42vw2M16PRbKI5/Ps3DhQkaPHv2/4v4ZhhCCAQMG0NjYiFKKfD5Pa2srQ4YM6VEFo5Ri/vz5/xVdZ78kkovPHBsd2Egmk6xZs6YEbOTzeebNm0dbWxujRo0C+D8BGmBOiPHjx6+T6nv99dc57rjj2H777UmlUvzzn//kmnnzuObhZ0rmO2yXKVx32lEMqa+GVBrWtvHhjd9lQE0FIjBXEo5ttB3pSgMu4iDDcgzICBwKlbCM1kDIyKZca4EiMPsRguaWESgtWdPeRiJVg+1Y5D0bX0vTaM2PmXipomto6K8RPuhZgQOz1mBJgecXGQ90rFFaeB0WPYfLq01EUOJqWQZkOHbxLLalIuuawzlpGyfQpB3Q4lpiSw9HmptzQdkkpIctfCzhk1PJYB2eEYTi87UDDmHY0CEce8T+LFu2jMmbb8bt117Fgcd+G08L+tXV8vO77uOMbx7Rox8KEfgo89CAIuBQwTTfL02vbGCaUHvBDUppY8wFJRbanyaU50dGXyKq9lA9gIifLyA8y+ggfMu4coIRmiqN6u5GJhNQ8OgUFqsLmk6lmOjkqFGwRQISmJSatzZDeR+XchYDKGEagKifUFSRUgJCZPRZK4XydDRvqGcJh1Ww/6Qt8fMu0pYReA8BRTm4KKYCS//TcHpo4hX5nCAj06+idsOi3RMsVZJN0y7pECQqZbQVVuwhIzwWgnHSzyKcRFFL4rnG3tz3mD1/IaOHDUEqFy2tEifQUMBsmvyZ/WlpDyUtZHDcDRw/aR1HSDG01syYMYP6+vr/VaARj9DZOZ/P09nZyZtvvsmoUaN66PGGDx++wSZjX2R8WVrEf9bY6NIolmUxbty4Eh3AokWLSCaTbLvttuu1yv3fiGQySVNTE8uWLcPzSi+Wv//97znkkEO4+eabefbZZ/nHP/5h6GDf58UbLuTnZx3Ndw/fB4An//UWb81aEFUliOoaRjTVkU4mEAnzIlURAQ3tJKLyVuWYahZl2cY0SdoGeAgLJSRaSHwsFFYkBg0rUnxt4eW7WbJgOtm8F1WheEoEaZKiKDRMqYRdXkMzytDQC8BXuiR9UtIyPqbLsCRRd9YQVECxoZolhdHAGoNIHEtTlfRI2D4qLPMTkLQ9HEtFmhOloeCbC5QtfBqctVRZptpEI0hIl6RVwBKKOTM/4oILLiDX1cYxh38NrTUXX3gey5cuIel288OzTmTRsuUsWtnOFpMnGfvwoJuc7MtHI542iTMVZSE8N1bREaZCyi5UUpgn2sDACimQjkNC9k7jhxHS+OFNN3z1li4Jx/sFz7zK0hNmHo3XncUL/Cq8bI5McFzMzQvmdbjYbp7RVgEhoNKChASvswu/K1OyLi+b77H+uE4DwC+4+DHg4eUK+AU32hazvaWfw2G/4JawE/Hf7Md0G6oQtI9XqrSVfCyVFVbxROXHBMxLrKKnvPdR6L2hNeR8qMFjopMnherZ+CeeQgmHY34lxeMoaHKnfNpXr+Zvr77NpqOHRwybVK4Btiik8qL3eMhAZ7ShQAPMtVZrHeko/i8jmUyy2WabMW7cOBYtWoQbNCb0fX+DbNO/iv/d2OiYDTCajFdeeYVUKsWWW265wb1J/rejo6OD9vb2khr0V155hS222IKzzjqrhPqTUrLrRf/Dts/eBVLy01O/YSaE1PSaleB5xi46vAsnU5BKGxGoE2czbJTlRK2oPcsAD1/aKGkZVkOYvz64HAHgKuMpIYWipnEYnk6wbP6HNA2diLTTKCWim7oX3FgsqYNSV5NSUTGGI54tKOo3ivunt3FmXxSHbdvQ3SEIEQIcW1OZVNiWJhekeVzfLBSKQqUIyiCVMehKSA8ZgCoCYWtCFNAI8jqJRLGmdS5nnHoyS5Yu5dr/+SWXXHY1e+29Fwtnf0gyyNvsvu2W7Lbd/2PvvMPjqK42/rszs01dcpWb3KssN2xMbwFseiD0UD8ChJAQSICEEiC0EAiQUJNAKAmhhRJiIHRMb+694q5qda12d8r9/piys6uVLdsythy/z6NHu1Pvzpb7zjnvec8+VNXUYUiJimR9dR11TVHys0LkhwMUZocdc6/MXhtAUqfhVq5YW9BtbAVSWkyQjduV25VmamoFSIkc+GEmDBRNJjvDKgrVlkodIZoJkGXqjEo0UxIKooYDTgk2mE3Nbc6hN7W0PX6sbWTDiCUrUGxPESvlA2PpyXydUITPkl14BCtTpMON5ni+Gk6kI120LP3Hy9RA0f3AuykX0+l7YskUy28pVNabAZotldKgjuYyc9MEzbnWtpAp+VgRSRG4pjgVLG4XINOOhFjwz7c/5qNv5nH4/lMQlokqpa3hkBaeZlni+GkkvTkAL7LRUQghGDVq1C6LamRCYWGhF8FYtmwZ1dXV5OXl7ZBRY2dhTypd3VF0uciGZVksXryYpqYmsrKyOmSitaswdOhQmpqavNItgFtuuYWZM2dSW1ubcZ/wMRc7s6qd68atTHBLWVXVrjrJK4BQGBkMgxawSUbQtlqXioZU7DSJSzR0LYSl2CTDEipSCCzbqNuLarhVKG71SW63fhT0KEEKLSkWtQSWtHuKmJbAMN1UinBvur0Ih9MHC8is0XDJA7jRi2S6RPH5aWhqsqFbOCjRVIgbCkHVIieoe+Nyy139VSH2jaP9MX/njX9x7eU/JChjaOieQ6iKSVAkuP3229m4aRPX//pX5NHAJeedxpA+RQzp04OFS5Z7d5OKqdOzeyF9ehQB0L9bPkN6FxJQFaoamrGkpCEaZ211A/XNUQzd18nVrTaBzBEOVyC4hRJYuzJHeKZwQlXZpGZ7E6nbDC1lkk6JaDh322b757AFlU5kw4kqtAqVSoKsENmsEFm2yDKhU5SIMlavZ5TS6l0jo9GOYFjRVt5duoaKxhaEIkjUN6I3Nqe+5LQoBuBFVfzj8Y/XjjZkeO6mOkwrhUj5t02PcpiuQNRZ56aizIThW+7fP/WxKy5NEfK6qSXDNu361grRKBVGKDE74qAIz2/D3iHJzKW0vP4u3o2FtJzKpGSlktuO/ienTKN02CCqNtd66TjhfbplyvfBXpccf8/RHes1ZZomdXV19O/fn3A4vPUddhH69OnD5s2bqa2t3WZX550Fv/3M9v51BoQQvxRCSCFEd9+yXwshVgohljnN6XYadiuy4TTC2do29OzZk6OPPprm5mZaWtreIe0uUFWVUaNGUVdXB9gs99ZbbyWRSHDVVVfx/PPP8/HHH7dhvuGj/89+IARS0+yohZ5IttoOBJGhiP0XDHtRDOmWtkrLVqU7AjBdswmZnUJR7QiHTBINiXD6fyRTKoaloQpJJL8niqJRvW4x8ViLZ1NuWALVSa94eg0n8q861SnJ0tckAYEkqUh/7CcfYGs93GXBAAQ1m1QENUl2yPSaqUkpCKgWipB2iS6CpUuXc9HpR3jXVhEWlmny37ffoTWe8JxBLRQUYbFw4QK++vILAgGNvt3yAPj6m1l8PPNDaKknFPAFAYViK/rdkDaSnHCIfkW5jOrbjYCQBBVQkGysa2bOmkoaYwkShsm62mZqW2LEE7YTqGdL7v650RBnYnGNn7yaYS8s71OqW5INctsbWPnTKW6qQDo25i2KRrUWZl0whyrV1j+tlyGaTEFevJW+0QYAisw4hTKBZlkYLa3o0VaMFtfW3OSbbzdyyl//zU/+8V/itQ2+S6hgtMaT5lwO0kmGNM3UqhKj7fM2k7z/ua/Sx09QMhEQl3Sk2JRbVmqqJWMZrPQIiNevRkqv+iVhgSElo0TUjmiQGuVJsROSli20tSxbpwUOA0/7qXZ9WSyDVRsqqKyp4zc/Ptdr1LY1Yy6B1WGiAXbZaUVFxdY33MWoqKhg3LhxTJ48uUNN3cTuFKLZiRBC9AeOxG4B4i4bDZwBjAGmAQ8LIdoqzTsJu00aRQhxLDBcCPGglLJdu0QhBH369AFgxIgR2+XF/10iNzeXkSNHEovF+PDDD/nHP/7B8OHD+fvf/87f//53b7vGxkZyc3NT9pWqinB9CtzGUFIiI9m2cj2UhaXaXyjppEcsJ40CYGiObsMhGe5jVxRqStue3JCuDbnTSh7bR8OyBAoSHZXsgp7UbVxAdo+RBLPsO/p0vYZ9jGQ0w50fFUV4IqlMov2kUZcjZPORjmAg+VhTJZpq36lpiiSg2hN9WLOIGY5ozNCo3VxFa0szSxZ8zYP33MyPf3ErQUVn0mS7j8kNN93Cyy/9i6/mLCGcU4hA0tAUJSc7m59edD433XkPDzz6V5as/BaAnOwsbvjx+Z64TkLKj38mH41IUGNAUQ5CZtlVH6ZJwpnsKqIxmhMG/fMjFGdrrKyNEhSSkIBsxSRXtSdGYfkuZBqEG/bxBIa2dkNKxynUkrblOG6lhG305DpWmtK+00gIhXotTEKoJBSV7nqUHFNnrZJFRJpk6wmyLR0LiyHCFj27ERU9aniPpab6IikSvdluhDamIIf/23c0JXl275Z0cgGkkAsXfsIAbjTCTEnv+Cd++7+ZlhZJRna843oNEJNmXP6ogruf3yBNOD1K3AqX1GP7UzNJUa00TExFoYoQfaw4Q4kiFLvLrPBVDknTRHG8bzBNRNhpbJffjQ9mLeTOZ2fwbWUtB5WNYN/S4Ywr6cOokmLys7PsCImUzPjka4b0600gkmN3c3W7xKbZlNsntK9VjzH7trnm7aG6upq6ujo6u+P2zoBbIOA2edP1dqcSFyEhRA9gOvBvKWXl1nbYVli7RxrlPuAabGduFycCz0kp48C3QoiVwBTg850xgF1ONoQQYSllDOgGnC2lvK+j+3bv3h1d16mvr98t8nNbwrfffsvLL7/MSSedxMMPP+wtX7BgAWVlZdxzzz3ccsst3vLwURfQ+r5DRuIxO3WiqBDOQhgGZo7tHSIV1WtB7RIPtwLFVDSPZLgaDQsFEy2lB4rXbExILKcZmUDa6y1he1Tk9CRPhKkvX0Jun/EoWgRVkSQM14sjmWbWnXnCrTxxS18zpVT8NxauLkNK0LRU4aiiSBTFFoVGgiYhh2i42wRVA9NS0KXKj06eQFOD3ST4hSf/wOAhQ5j59st8/vG79jVzBlJbu5kBublIKdhv6r787Iqr+MufH2bo4MH85rJz6d+7J70KcymvqGKA49jojdshHik9JVyTL1+Zq50+sXUGIVWhpDCCkGGk6Qj+TJO8gCCeMGk0TBJCkputsrjBoCVhS3gDEkojUG/A5oSCKkGVgm6YKBKqLI0mqVAuA2RJg1xMKggSF2AoEqFa9LeaqVAjVAdCGNgXeURzNYYliSsQshLkSJOwaZdajjA2exOy7dCZ1DXY3U2T2gn3Lt9wHD0Vl3goEsWS/Ha/MoQi0FtiqQ6gcb3NB8LrvOojDemwozHOrkqqQ2dqb5hkBUo6OUj1x3D2dV6TvV9m4uLXdqSPyT+GOAor1VxypYEkw7aqipR2qa27TM3Jtb9I3Xpy7wtv8PC/3+P2H/+Q8UP68fHCVXyzaBlPvzGT1eVVPP2rizlyyjgATj10X55951OefPFVLjztpDbXy3udzkXrXrpfu9ukw+0nNWbMGK8KZHeEYRgsWrSozTg7EN14BLvfXxD4tRDiYSnl3Z05tk7SbHQXQnzje/4XKeVfOrKjEOIEYKOUcl5aIKcv8IXv+QZn2U7BLvn0CLtDUSHwAPA1cJ+U8mkhxDVCiBOllP8WQgjZgXcpHo+zaNEiJk+eTDAY3NlD324888wzNDQ0cOedd6YsHzt2LDU1NRm1J5HDzyH27wftO51AEIJhZCCEDATtttKBMFJ1qkxcYahif7lcouH+uW3j3WZrplTtSIZDONyohi0QBd20Lcl1x0kUQAvnUzhgMlJoxJrrEMECFCEwHFE9wm7M5t58Goa7XHgVKa5tOdiPPYdQ4Wo1SBGD2hUqNtHIDpkEVIuwZqIIyzbvcoSgrXoQw1JImAqXXvtHvvrkLWa+YZO13914GQDDRpayacNa6htbGTp0GEuXLKLPgKEoWEihcsr3T+C06Yfyi2t/xR+f+CfP33szAAP79nbKB6V9fRzzI9fe2Yto+Hw0UizIwV7mVqtIKyV/2SsrAGHVzsc7mo1ReSq6Drphed4kAQERzb7GumETTRSThFAo0Ux0VEzLsitVDEEQSdiy0LAPUGTGyU+0olomqmWH+gOWRb94U8rnzk0JuOWw9uO20WbbPtwmF+mRBKNVByG8u34XRmu8jfjUPU7KMl9JqwuXBLjjsSf8pGmWH+llwC5J8B/LP94k4XC2EyIjofA/9pOLJIFRSKCwJJhHsdlKbxLJL4RlizOFG7lyzy8t1EiuHfXIL+Tfn87i4X+/x8y/3Elx9yKkFmDY4EFceNxh6Amdo664hTWVNbgVS3179+SvN/6UE37+Ww7edxJDBg20j6uo9mfO0YBJxDYRDV3XEUJQVla2WwlCM2HNmjUEg8EOEyJnDjoTGCelnOgsGwwc7DzOl1I2bOEQHYL9FnUK2aiRUrYbWhJCvAv0zrDqeuA64KhMu2VYttPCMN852RBCKE7Pk81CiKHAPkKIKinlM8DfgIOww1kdetE5OTn06tWLVatWdUrnwc6GZVnceeedPP/887z//vts2rSJAQMGpHwpunXr1u7+4RMvJ/b6ox7RADCdstZMRMONaEBq+sQlGiaqF83wEw3pGHUBGJbtpeFWeLgpFQApNCxL0tqwEdNcT1aP0ShqAMP0pVJ8lShuKkVVhFfh50+X2M/xBKCKj2QENFsTkhO2CKj2n6bYHhoBxZ50DGf8FnZZrpEQTD7sTPb/3hn8/OYniAQMrFgNlqlTWNQNjCZ+++vLaW5u5qm//YXjjj6cGNlo6GhWgoiMc9oJx3DFDbfZmgqkPalnyJkrmT6iPqLhrzjJ8MFwLo6ZLHOU0ilztlCEIKQKgtKJnZh2+WiWIkGxkMLp9GrBQFWnWShkYyKliZTQmwQSiSXtZRYQxMKSJjj32n5Xy61VspieiZbimWIlL4XlVKokUynpBMNeljq5u6WqKZelnWZn6X1HkhN8W0LkJyHu+VL/kyE6kfoeeaTDO0byHMlUSzLN4h4rAQQwGK43EpEmUhF2BYgQgN2bRZqOH4dzHjUrB1NPMLe6iZnvfM39r7zDK3f9iuKi/FRxk5T84dnXKMjJ4sLph3rLhalTNrAvv/nxOZz201/z6XOPEs7JRzENpBCe58a20AUpJYsXL6awsHC3KHPdEpqbm6msrGTy5Mnbsls/4BZguRDij9jphM+FEFEhxP8BxwkhsoFfSinn74RhdyqklN/LtFwIMRa7y60b1egHzBZCTMGOZPT3bd4P2Gmq2u+UbAghjgNGCyFek1IuBe7EZlznCiEWAg1ANyFEsZSyvKPHHTRoEN988w2xWGy3Ukq3trZy1llnUVFRwfvvv0///v3p27cvQgguuOACVFXlscce2+pxwsdeSuuHz2IFQ55/hucK6tNo+FMnbtrEdPLDfqLh6jRcguG2kXc9KSBJOCxHl6EoEsNwf3wFOb1Kadm8isZNc8juOQ6hhX0ajaQ4VIikCtlvKaD65m7PT0PYHho2+bD1GQFVEtRMNEUS1gzyArYguMUI20ZkSAynLbxEEFQtamtqmPXJf1AUSUAkaGluYsm8z9j/kKM5+bRzufCya/nRWdNoaW7int//jkvO/yH/ff8D6pqjTJs6nlvueYDfX/1jhxT5fqKl/YPdxqjL8c9IdndN1VokG6+lGnm1C2ebLfYhVBSEo79AKCwwI+wXaLEnN0uxv9mGibCE15ZddrDM0T/ht+sw6hNLJt067Tt7oQj0aNwjJf5J26/P8BqsOY6f/mWZIhHpTp3pRKRtJKL9vjuZtBvtaTyEW2Lli3a02V5R2KRl0aAEGW00EEmz/pbSiYNZFkIN2PurIAIaUtd58IPZ/PrZNwEY3q83z7z1EQN6dad7D7twQCoqGzZV8vDLb/HZQzehamqyEaNlIhWVC485hPue/hdLV69jQuloEErSUVRC4bhDMl6LTFi1ahUA/fv338qWux6WZTF8+PBtjWyfA9RiCyRPxb77Px57TtKBO4D9gTuFEMfvSFPQXSnZkFIuADwHTCHEGmAfKWWNEOI14J9CiHuBPsAw4KudNZbvhGwIIYZLKZcD5cBxwOVCiCuBKPAp8A1wGNALmICrwetgKkVVVSZPnoyiKBnthHcVrrnmGlpaWrjlllt45ZVX+P3vf89RRx3F2WefzYIFC/jpT3/a4WNFDj2Tpq/fQKoBr5maFIoX0XCjGW5pqyXUZNt4J3XiEg3T12TNTZ/40yjuFdfNJOGwHT3tclewyUJW0VBEoAoUzQkVJvd1CYTpS6tICaovmuEXiPpTJ5oqURU77RIO2PqMnKB9d6wIC0OqBFWDmBFECElAsdMqLQn7uqxf8TUP33FJm2vY0tLEKaefw+AhwznksO9hGgk+/vwrnvz7M0w77GC65edwymOPM2LQAI4/7AD7btTpS9OGHPg8NET6JO5GLdIar7WBSzrcqIZjKIW0tkw0dhCpBl8ybXLN/HUzdXcbC0V1oxfJ75neqts9bDJ4dLhajvR9jJjehgxkTp+0jVLYx0rVabTpuup7vCXS0d5x2rix+o1jfNtbimCNloOpqAxPNKQEwdqma1Qs00Rxl+kGQlU568AJFORmIUJhVC3AnFXrOPzym3jj/pvoV9wTqagsXbeRcUMGMKB3D6eTq0N8FBUhJZ8sXIlpWowbNtAWh7rXCYWC8YdmfP2ZEI1Gqa2tZcKECbvNb2l7aGxsJCcnh7y8vA7v41SgHAVcJKVsFEJ8AIxxIhrHACVSypgQYj1QCvQAKjs6H6Vjd+1tIqVcJIR4AVgMGMBPpNzGBjnbgJ1KNpwympuAKUKIxdis8RbgT8BdwL3A74ALgfHAadgfgjOA+7flXIqisHHjRnRd32JPku8SL730EuXl5bzzzjvesieeeIInnniCUaNGMWXKlG0iR7mTj6Fu3kwAL6IhUTyzLk8E6qteykQ0LNlWp+H+WZZwyIi9v21JLrEsxevW6nZ3FQJCOT0xTWiunIcS6oaW0w+38Ro4dgFWSto6pSLFLapIEo5k1YpdcWJhIQgoOiElgYJF3AoikOQGohhSpVkPo1uq12RtykHTeeDZL8mLAFacebM+597br2VU6UQSpoYQkrPPOY+rf/4TPnj9JQJGnEhQQzNi3Hv1panEIoMVuf9WxSsz3FLUwl3nT51YVptjtYFppk54igAT+45VccyZHJdIr6JHUZBY9naKglBcU6G29uOZYJlp40l/7sCIp9qEZ1oPeATEhUtKUk6hW/hJjLtMUduSCD+2FunwL8u0rr1jpZOTlPOkEw7ARCEkTfommh16L9oIU+1zp14naZq2vTvQPSvI+YdPASdV+sPv7Ufxy+9w6q9/z8eP3YUaEHQryKO2qQWpBsCtjHJbEYQi3PXEc1x17ikENA3/nJE/4fCMrzkTDMMgKyuLffbZZ7ev9EskEixYsIDx48eTnZ3d4f2klFIIMRP7Tn4+dpqhF3ARcIVTsAAwBCgDaoUQOcD5QohjgBullLM687V8V5BSDkx7fjtw+3dx7p36aXJYkgX8GHgLuMxJj1wGnIDNGrsDZ0gpvwKeA2LAgUKI4LayyG7durFx40ai0ejWN97JkFJSXFzM5MmTeeqpp/jiiy9S1l911VW0tLRQU1Ozzcd2iYbp02gYShBLqOhqyDHsUjJHNEhGNCzwPcdzCBVCOs3W7PMZpvBayVsWPn8L57UiCBeOwIhW0Vq9EMvU0xw/7e3SH6uK575tl7QK2ylUUyWq4+cRUEyytASGpaE4efUctYWwEseQqr3cN38oiiQSMJg4bhSDh41h9OhSok31AIwZNdSLhAwt3Z+Ro0ZzzQ23EAlqqGYimf5I02d41tApxCPp/OlFL/x33ZaJMPVUogFpRMZZ7gpDPZtyvw5BSTlue+inti0f9UPR0ia6FKMvO8KRjF60hes9YRmmRyT8xzITBkbcQG/V0VtTDbrs5Yk2+5l622OZutlmHJ3d/bI94WdHIjz2SnvdZjXMmmAeQSz66S121dEW9k3t/Cpt0aZhIp2ydplI2JVnAIbOL35wNIU5ER5/9S0AenbvxrrKGj6cvYi7nnmNKx96hm+WrkJXAlz82z+y9Nv1nHX8Ud5nTrEM8idmTOVnRDwe5+uvvyYaje72RANs74/i4uJtIho+vAdcLYT4EDvang28I6V8wrfNvcC/HCuGk7Fzqo9h+1J0CFJKrE742xPQ6Z8oIcS5QohDhBCFzqJF2JGKUdi1vKqUshr4FXAE0AgcIIQISSm/AU4CzpFStvUu3grC4TADBgxgxYoVu9QiNh6Pc/PNNzN79my+/vprNmzYwIQJE6ioqGDOnDkAvPLKK4wbN87rYNhRFI47JEk0PHKhOK6gCpZUsaTqlbe6Xhr+ElfpEIpkhANPZGlZAt100iw+vYLrIApgea3n8ZxDhRYhu/cEAqEs0JtTyATYWgxXp5H+WHPuYO3lNsnQVEk4YJEwNQKKiaYYJGSQhLTvBA2peZGZuGnrT2x9iG3sFVBM1i77gskji3j0T3dSMnAwgUAITVhOyazFjy86n1lz5toNqqTllbNCkmAkK0gkpCxzmZZdcSIMw9ZumHpK6qRNRENKWxDqCEFTIhtutMOHdL8JkU6EnHxUf81wIh6ZUxAdnaxdV830v3RYhoWZMDETZtLQynd8M2FkJCYuKfEvd89h6snzSMvC1M2USItltn0N29J4zi8oTT+OHYVQUrb1r0s+EZgI1gRzqQpm0VtvabNNxuiJf5w2Y08alqkqUteTJNdw+poYOvdeegZ3PPEiDY3N9CvK54ITjuSmx1+gujFKj8J8zr/9EXoffQ419Q28+9ffJ83npEXuPtM6fG0sy2LRokX06dOHrKysDu+3q9DS0kJTUxMlJSXbtb+UcqaUcipwK7Ze407gW3e9EOI8IM9XBlsKvAOEgRJnm4OEEPcKIbbY9XNb28ln+tsT0GlpFCFEb+zIhAmsAi4WQvxMSvmiEOJHwIHATW5OSEr5LyFEPfAHbFbZDdgkpXx7R8bRr1+/XcrKLcti2rRpCCF49913ueSSS7j++uu5/vrr+fWvf+19kS+44AICgQCmaTJr1ixKS0s7/CXvMXoKFUvn2K3iRdJLw8Ax+HKcMd2IhpSiTYmra+HtEg23bbyt2UhGNTyNhpAY0q0ikU6LdkBIDNNuMa8IBaVoCIqAWMN6LMskUlCCEMJrzKYqqSJRRZFedEMRthW54rS0tytQnKoTS0NVEwgkUSuCYWl2qauloSmWN2ZVsYhoOgFFRxqt9B9Qwvp1a5k6eSLzv3yfg486FVUxyVWaeOP1GZxyrF0R5jqBtk2BuCLPtNJKy0gSCctMjYb4RaI+/UablIm73HIIiBPVkM6yNhPpFn50ZiVCTNRibZYrmoqpG96ELk3nvy+qYU/iW4pqbH1C94tF7f8+oppwyzyttH3apnbSPS6gbWpnSxqMTFA01ScIbbtfh0gGeOmTBi2EAEbE61CF/zWnp02SwlXFIQHSslCCQbAkIqDay00TEQwiTafiR9M8hfXokj4cPaWMR16Ywa8vOJXfXnp2Si7y2gtOY3NDE0WFBbYPj7TTa7lTju3w9QFYt24doVBot688cZGdnc2kSZNQVXXrG28BUsr3AIQQjcB0IcRa7DnsNOAnzrogtpj0AWyN4b3O7tdiRzn2EUI8I6X8c8Zz7CFkYUexw7OyEKKP47WeC2yQUh6BnSapww45ATwmpTxPSrnG2UcASCnfBS7ALi/qlJIbIQR9+/aloaGBeLytW+HOxueff05lZSXvvPMORxxxBMuXL+ef//wnAK+++ipFRUWcdNJJ/OAHPwBscWv//v2ZP3/+No2398gJgK3PMNHQCXokw/XQ8Lq4phENwLEkd3LUXmQ3WZ7qRjnc306J8KIRlhNFsKRNRlzdhaI4Dp8Cwrk9QK+nuWIeWDFCAelpM4KaJKjJNkTDXmc3WAuqNmnQHB8N3VJpTGTTkMjBsDQnkiEJqbpXshvWdKcsVicgDPafOIqP33uLM08/lVislRlvvsWy2W+To7TQ2NjIK6/N4Izjj0Y1Em3bxPu6tAp/ZMPUUUy9bcWJL6qRJCE+guEuc/paJAWhGQgOtEm3tCEDbhTD6YWSoG1UAydK0ZE0DNiTv9vrw7Xgbo9o+KMeKfbivr4ifutxf+8R/3Hd8/gtv1Mvw5bHnk4I0q9BOnlIJRYdj2ZIIajWItQHs+gmEww0mlHTtrNLfxXvsbe781jRVJSgXYmiBB3yIaUd2XD8VYTq+K24YzF0fnX6dB556U0+nLWAh5//D//5+CvPCl0IQbfCfIQQ3ud0W4mGaZr079+fkSNH7vaCULArZaqrqzvVZExKuQQ4Czgc2wPqeinl+866hJTyd9gR+lsdUekPgbCUchC2TOAUIcRtTrnsXmTAdpMNIYQihLgD24GsFFvgCYCU0gB+CkwVQhziCHJUx0gFvxZDSjlbSvnq9o6jPdTX17N06dLvPJ3y8ssvc8opp3iMW1EUzjzzTGbNmsWMGTO47LLLeOWVV1L2KS4upri4mCVLlmzTufoPGw3gqzpRkkJPJ6KRbkXu9j1xl9nOoXY6RJDUSriw0h67v0V2FMF+7Japgr0sFLAIBEPk9ykjOy+feMM6m4AELUIB5w7TTbP4TLsCzjEiAYPsgJ1Fi2hxNMUgrNnPFWF55EIBmuureeWp3xGStvYlpOop10S1dK7+ySXM/Ohjfn39b/jFz39CxdoVXHvl5Rx58P4M6VdsRynwpUj8FSRe6sRISbO45lueNsO/zmfkhbR8KZN2SIUbHXGrUNyohl/rYb/4batScSY+d9J3oxr2ZG9rI0zdTNUSZEBH0ir2sZLNx9L3z9TO3o2wpF6OtqHj9ghH6kSvpOhStHDQS5tIy0qZ/NVQaolkij+IqqYSEFXBQLA6mEdtIEyWtG3L1WDA208LB7zj2+NwHge0FKLR5vzSiXLgpMtc0uE2YHQ+G0N7FXHjOSdwwS1/ZPHqtfz+yX9x9m/uJR6LO/4dSeRMPSHjtWoPGzZsYNGiRaiqusNRgu8CtbW1VFVV7RTHaCnlPCnl96WUt0spPwX7xtiFlHKzlNIUQhRhW38XCCGypZSLpJRHAX+VUqY265Ju9HjH/vYE7Ehk4xxgJLYD24fA69jCzingEYrfAjc7z80dqVXeVpSUlGCaJhs2bPiuTklTUxNPPfUU559/fpt1EydOZPDgwe3uO2DAAEaPHo2UEtNs+2PeHgY7vQC8dInTYM2fOvGTC+lEL+xSVsu9YUd1GpiZ0jbHskX3dgmqC5eEKCLZgE1VUiMWLnGIBC0iQUlOtxKKiocQEs00Vy8HaRAO2tt5vU4EBFVJOGCSHdAJqwYhVSei2ZEe9/VEtLhHJlx8+tH7/Ome33LRmceyYdHb5GsNqMKWxwbNVgJmnN49unHWD07mk/ff5OTjpnHYUdNojUa58+rLURzbcI8ISJ/NuKm31XE4XXj9bqAp61L0GWlVLZkEof7ox9Z+Vfzrpa/bqJRki9TGbNIwvaZgHUEyupAkFJkIAiSJhWVK7887jim99e6fPdykVsLfWdVelpnstEeA/BGITCRDCwed7RTChbmowYBHIALZSR8eJaClRjNUPyEIIBw2vSGYQ1iB4fF6wtJCdaISNulwHwsvWgGgZSfT+Fok5Dtu0HttalZyG8XxB/KPwesBYFlcMv0g1j77Bx6+/Gw+uP96gprKET+5kXi01b1YZO93Usbr1R4qKytZv349w4cP36b9dhUSiQRLly5l5MiRHWqy1hmQPvgW/xhbKvAk8IkQ4i5n27Vt9mevZsPFdpENJw0yDPiTlLJOCLEfEMBOm9zjbKMArwDVQojtU/HsAIQQjBo1ipqamu8suvHaa68xdepUrxnQtkAIQTAYpLy8nEWLFm2TaHTEkP64zdXcDq6WKwb1mXa5HVEVJ+0hHddNy/EXVD3tg0BTpPc4GcHASZ8Ip4Ik6ZeR9MiwiYOqSEKaRX5YJ6CCqgWIBC3q1n9NvLmaoCYJaXYkJajaJa4h1SSkGUS0OBE1qT9QsdCEPenlqY300uzuk4qwmHbsiZx86lksXrSA0049lReffYYCuZk8WUfAjCOFgkDyy8svZs68BUwcOwbTNLn20vMpcCYEIU2HLOjJChM/iTB0WwDqn7j91SimL1Xh/6z5S2HToxTp8Gk1UrZ3Uyj+9RlQFkrVU1uGiRlPYMR0zLhut4z3RTWMuJHUbGxBk+GSiXTyYF8CH8kwzIyRCsAjJun7pkdB/D+sW/uBTddHQGr0ILu4O9m9i+xtVYWCUYPIG9QHJRzEsCzChb6mh0KghoLe/lokhI5gbSAHGQ4xREswwIqSVZiLFg445xcEssMeOQgWOMdTlORjIFSQixIIIDSVYGE+QlXZ3NJK1GlPoBbke0RDCTqkxImaJS+M8zlyImRBBZ6+7lKKcrP51/ufIUyT7P1P3uL1SkcikWD16tWUlZXtVkaIW4KiKAwdOpTCwsKtb7yTIIQYDnwfu/z1QexKls1CiEG7bFBdBGJ7J2IhxKPY7rwrgPOB5cB64FLgcuAfwETgF1LKMztjsAD77LOP/Oabb7a+oQMppTdx7+ww4emnn87RRx/NhRdeuN3HkFKycOFCrz39tuRQF6ys9Mpb3VSD6aRRXAGof5m7HGzHUHd9wkhy0ISZfGxYbYWjYEc3VAU7DaOAplhed1ZFsQkFQMxQ0VsbaKheQ06vMlRNRXMiJ0HNJDdgRzKytajd2VXYUQVdBlCFSeWmDRx5xMHcctNNnHraaQhVpdHMI0tpZfXyhRxzzDEALJv3DXlBBdXSkShYTtvtdz74iJ/f8Fvmvv0yOZqww9iWntRopLuA+smB36TLWe8ZK6VoM3xEwS1bddMyXjTDJwj1EQjpGnzhhNXbIxsOEZKGbVkuDZPVusZAWu1UScImEpZup09comFHKtwUSmqrdL/uoo3XhnsJPCLQPjlJ70mSronwizszmYP5SUT6fy2kpRxTKAItEvLSQ0JRiHTPZ15tI3/8eC4LN1Zzyv7jsUyT1+csZdroQTw3aylVjS0cO2ogwwtyOXX0IPpHQiiaSqR7AfHGZmoIskGN0FMx6K23oAKhonwsXcdoaSXcqztma4yK+iZW6pKGxibq6hqx8vNprW8kEY8j8vIoyc9mTI98Ro4cyhdLVlG+qZJIjx784PdPADB1xED2HdKP9TX1LNhQxf3nHc/hY4clHfFU1f5zxcee1a69/KVP5/DYjA/5YPbCdt+PTEgkEgSDQUzT7BKpE7A7z2ZnZ29XpYwQYtaW+ops47FeBLKllMd0ZPse/cbLky9/f4fP+5dfd+u017CrsCMKm4eAR4GglHKSEGIYcDQwC9sI5TVgOPBXoMNuoJ0NIQRr1qzBsiyGDRu2U89VWVlJcXHxDh1DCMHo0aOZP38+1dXV9OzZc+s7ORg7tBdzV1R7VSW2BsPElKpXTSKEPYkbluZM6BJDKp4hVsJQCagWuqk40Q7ptZJXhO3xJKWdSrGk8ISdAklAk05zNNsfw+5lYpAw7YqRoGrQIvIIlYxDIKlYv4TcvDwKirp7pCpHa/F0JwomEoWw0oopNbp3K0DXda674QY+/fxz7r7nHvKCjaiWwcDe3SksKKAoP4dP33uL4488zHNWNVRbPHvEIQeyua6euuoqcnt1Q7jGR55fhpFaReKu8xMJ/3vl733imj35P+JehYmPcLQjCM2o1fARDf++/vSJNGwCU6ErDLASmLqB9Ak303UalpmMJtipky1H0DKlUdqMPUVfkVpJkpouSSUfpm5Xo7hL0i3P/Ug177LQwsGUSEakW543jj9+OJvivr258ezjOPSmR2hN6Pznlsv5bNFKTp0apE9umFjCoKpyM8f98y3m/uhEtCw7qqBrGvU5RQxvqUPEW8nu1T0lFZU7ZiTRykoOf/BfrG9opqykmPyASn63IiKNMVRpEcrJQbS08vWKtdy8sZqK2gZMy2La5LHo81Zx8KhB/OTUYyhQJJ8tXsmooYM4PSvIBQ8/z6VHH8C13z/c6wZrv/cmmxqaCWgqPQrznYtncuzkUq7926u89dZbHH300Vt9n8DuIzJv3jwmTpxIJLLFis3dBi0tLSxfvpwJEybs6qEA/Af4uRDifuCurbbVkHRWI7Yujx0hGyuwoxmuRmOFEOIw4FVsh9DDgGVSyo3O+l12xUtKSvjmm28oKiraYtOzHUFtbS0zZ85k9uzZXHrppdxxxx3brZZWVZWysjIURSEej2fsCNsexg/rwezlm1Nan2uKgWnZFt+6paYsE0ISFAYJR9cR1EwShuoIPiVxQ/HSKIblS6VYSXMvV7MBeOkQ9xwBxSRLjdNsRBBIz3a8RQ/RvVcf6iuWY7RsorjvINRAkFYrTJbaioaBgkVNbQ0V69cSiYT59KtZ5Obm0tTUxEcffcyhhxzKEYcfSnVlBV/PmsPpJ0zj8P324drf/ZHDDj+cQDB53aRQqEnYr/2ym+/m9Ufs7rvCNNoSDWdySbEa9zdXg1RS4cJb59dh+P0V3EhGknxItyLF3W870BFCsCWk6yrsx+2PxZ8OSXcDddf7l7clH6nZWzeSopAkHEJR25S4SkumiDmlZdEQDnLbR7NpbE1w9QFlrAsG0bIj/PXdLygb3I9Wp9nb8H69+d64EZCVA9FmjPKN/O3dL+mzrpJwQQ7lpsa6KBx/x5MAZAU0FEXw2S/OZkBBDqFhw1i4ah1/e3oG7y1YTp8eRXx237UoRgLRrSfEWiERh7wC+3OQiEEwDNJifXkl3bp3Jyug2usi2fb7ryc4eP/JYBrIYIixQwdx3u//yh0vvcPd553IpdMOAAV0UzLkwhvYZ1gJH997Lc++/zn/fP9LWrOK6NGjB9OmTePTTz9l//3338K7bPdqmj9/PsOGDesyRMOyLJYsWcKgQYN2C/8PaXcn/we2E/bLQohrpJQfb2Wf72Zwuzm2m2w43vG/At4WQpyC7a9+BrbjmgR2PHbUSdA0jZEjR7J48WL23XffTg8dNjc3e31OmpqauPvuuznmmGM49NBDt/uYqqoipWTBggX07t2bfv36dXjficO7MXv5ZsAWeQokQUVHl5rXLdW0VFTV8MpfQ6pO3LTz0SHNIGbYjwOqRcJwFPVONMO9iQfXuMsRezrRkZBqW4sHFB3dCqAJg4KA3ca8Xs9FSkFYMwioEcIDx9FUt4mG5hiBYAjDlCTMXHoFqxFI/vH00zzw4IMADBw4CMMw+fMTz1GxfiUPP/Qgzz3/ApFIhGg0yjU//j8Kc7N49JmXeOvtdzjuxJNsszME1VWVTD7gEADuvebHSfMtKW2i0V6HVr8Vebouw5f2cG7bU/d1oxT+bdLJh+887UU1PF11elRD17ESBpZpC0HNRMIz0/JrNGyDLMvnr5HqsdEetrbehUs+0r0xFFXY+zuP3W1cK+/2ohjpYxCKaGN7HszNQtEUnvpsIc/Pt5uG9e5ZyBOfzueKafujKIJevXt52781fwU/OvZQ73msV1/unzmH+08/msUih3BhNn2a7O/MNadN45O5i/ls+TruePtLltY2MXpAMe/MXsJPvn8kf55+CFNKeqHk5Cc/Lzl5zsUwQQWZV4iItYJQ6F9SYke5AJmVa7+PoSwI22k5GQwjTJ1BA/ry9l1X88ncRZx/79N8b8JIhvbqRkBV+Oq+X7Ghtp7bnvkPz3zwFX/8y9+45ZZbmDt3LhdddFGHbkjWrl3LwIEDtylauqsRjUbJzc3d4YhxZ8IpdLhRCPEAtkfUXnQAO+SzIaWsxDY+GQM8BTwrpXy4MwbW2SgoKGDixIk7JUe57777Ul1dTWNjoz0JSLlDRMOFEILS0lLWr19PZWXlNu07cXg3j2go2FbgQcWpzUeiKXa5Z1A1CKoGCpClJbyISFZA9+bCgGoljbicaIbqlKoqTsWKKpIiz7AadyImcQrYTDY20TBRiWhxr+pFN1VMqVLQrZi8gh7UNsRZu2Ie0YZy6s08mqw8rvnpJXz23n/p26cPa9Z8y777HUBDfR3Tj/8+n336CcsWLWDZnC+ZPL6Mz76ejakEKB0zmpUbHBGpkyp55K9/AyAvO4tX37VvRLyIhmGkRCo8e3LLSLUid6tMLDPpl+GHf7mZXkLrIyqWmSQRjo7DIxrtYSuh2PGycYvr24O/AsXvHtq+5XaqSj6Txbkn/sxAVNpr/taRyhMANaihRUJYhsnP3/iMpfVN5IWDZAU1alti9CnK55OVG8iNhDlu6jjqX3sEgLe/XgBARUMzd73yPpN/ciuHjRtB6aRx5GapfP7NLO5/+3NKB/ZlY00dny1fB8Bz3yxh0bpy/vnh1/zl2ou59uwTmDpqCEp+kTtA0JKVETIQRAacipNINoTCoCjIUATpRNqk5ou4Ka4OQ0OqKuHsbL43ZTw/Pf5Q7nnlfe8cS9aX8+MHnmF1RQ0ffPENJ5xwAp9//jmbN2/mr3/9K5MmTcp4/QB0XScejzNixAj69OnT7na7G1pbW8nOzmbEiBG7pf+HlLJKSvntFrdhbzWKix12RZFSfoJd/nP7zuwY1xkIh8OUl5djWRZ9+/bttONGo1EeeeQRcnNzt77xNiIcDlNWVsaSJUvo3r37NpGlCcO6M3dFtdfcTCAJK3F0qaEgQZiYKKhYBFSDhBUgJ2BXgTTrYbICNjlpSQQJqhZxRzjqijoVgRfN0BTL1oU4kZI86sGy0xcSQUREaZa5mJaKphhogG6qqMLyLNO1SCH5xWOoqFpDc+0mhg/pj6EGKR4wiKeefpqrr7mGzz6Zyfy5s7jxVy3c9OtrmD6llOWVVXw9dz5Txt0GwOx587no/HO966BKg5amRs455QQ2bdzIqJI+dvjbbYgGbUpZPVhWagM2/49ee+kSP9JLXLdWiuoKRDOIQqUlkabp6TSshIGl65jxBE1SI6c1jqUbnuDTFYKm/nBtPaLhDWULvVL8SFqitzXZ8sy8nOf+9Iq9rm0ztXQhqRqwUydeozTTJNG3J8/OX8Vdp34PTQhem7+SZsPiwsOncOfL72FaFtGETnYkwrFTxzPjs9m8O2cJJ99wHyUlJZQMG8HaxgaGXHgdAKcfOoXRwwbzkzOPp2xQP6448wREIk63rBB6JJcRZ/yMmGEitWQZbUrrYnzEQSh2J1bLTHYO9i3PFAWTiorAnpyEpXLwhFG8/pcX3IuCruscMnYY//wg2QE8GAxSVFS0xfcmkUgwb948evXq1WXcQcEmSHPnzmXMmDHb1NF1t4PcemXV/wo6zYJtdycaLgoKCpg9ezYFBQXb28CnDQYPHsz8+fO3q+S1I3CteQE2b968TbqT8cN6ALBwZYXXEyQkEphStQWkmLY7qLCdN2NWCIEkLxilWc/ClIKsoE5LPEBIs6cMw1Js908nCpIdsklJQDEJqToq9kdBtXRUx6eiJZBPUCRQVZN6PRfDUgiqBqaVdDUVQhLKyqNk8CgSrXXUW3kkoqsJBVRG9C7gpxedx7/f/oBF8+dRW1vLdTffyr2FBXQvyOOS046nbwSiwNwFi9lv0gQUJ7JgKSp/vPV66tetZOqp/8ffb7/avjiOdsIjGs4EkFJh4p8Y/MZc6RUn7jJIVphkSslAGoHIkDrpANJ1Giu0XCbQ0mY7O12R+avpj2BksgTPhI6MLxP5aEM60rYXiuKlXtxliqb59BkSoYCREyERDLB6UzVCwHGHTOFHxx5C74tuRiiCCYP68r2Jo6lrbiHb8bR44bdXUF5bD1qQW664hO45YZYsWcJ9z9sRrn1GDObJa38EloWVnQdSUjo4B2EYWKEILdFW9isdzhGTx9ljEQIUDYThVSWlEIpkC16v/XsbgpFJJCwEivMZKoyEaWiJeZ+vEX178tAn22b6F4vFPKLRv3//bdp3V0JKybJly+jRo0fXJhp7kYKd2mJ+d0QkEmHw4MEsXry4U9Iq8+bN4/3332fYsGF8//vf76RRtoUQgkQiwcqVK2lpadnmu5TSob1ZtLLc65yqChNdBggIHQ2dOGFUTPLURprMXFRhkR9sZnPM/rJnBQ2aEwEUJEHNxLIEkYBBUDUxpEK2Fieo6GjCIKTEwAJTCaBaBkEjStCIUhkeiIVCjtaKiUJUD6NpBpZUiJuOLgSJbmkU5GWjiQSNepA169fy7puv8Ze/PUnC6ZA5YtgQzvv+sRT3KOKo/SeT54hSRc16TNMgP8+OMgkkn86cyb4TxvLMf97i5O8dRF44gNATbRumSZ8plwt3uWmkLnORoseQSZtpSCUhbrWJL7LR7sTdwYiG7aWhYyZ0rLDhPDa2qtHoyJ1WR0mPbBMhSd0v2ZOkrSg0k7jU3kc6/UykE9EQKJpKMDeLI55+g/KmKA2xBNnhIEs3VNJ9aH80RWFNTQMlAwfwwg2TbfGyqiGFoKbVIDsnl9xIiIuP2pesgIqx/xgQgqljR3H8PqOwIjnOye33W4aykAH7s5Cdk8O7D93qkVKpBuzPi1CQgiSJVFONptzehRILhE06PHKSBjcKYkc4dPKzIzS4hl2KQs7R52E9+8FW3o1URKNR+vTp06WIBkBdXR2xWIzRo0fv6qF0Avacrq07it2/j/BOQO/evTstd3nDDTdw0EEHcckll3TK8baEYDDI+PHjqaio4Ntvv91mlfOYobbIytZxmOTQSEi2ErDiFOjV5Oq1KNKiQNQBYEiV3KD9g2dHIiy7/4kiyQsnCKh2OWt+sAVNsSfjsGhFSIlmJQjrzQSNKACxYC5h0UqWaPGcTYOq4dmou2kYsJupxcwgUTNEz255jB02gN59+nHIwQfz6nN/57VXXmbEiFG8/eVc/vzMvzjy3J+wdM1GpFAIhEJoqkrz2iVkR6t57/XXOP3in9LSUMsLb7zH6dMPT95hSsvWZbh24h45sHz6CyONNDhRCENP1WS4ME3Q3f18uo10MahbFuvoO1wyIZ3HW0237ABcbYbfbMtvstVedYs0ZZu/9rZp77zt2ZNn2taPVsPguve/YWl1PSU9bFOnhG7Sp19f8oqLGdq3Fys3VZEV1AjkF6Jm5VATTTCvookNzTpoQRRFtStCAC0Q4rZLz+a4A/dBukRDUWzLcEdzgaIgfRVlMhC0CYXz+UlJm/iJRnqqLQOE77ub8tj5vGjBAHHdgECQ8ClXsmDBAgYOHJjxWOloaWlhw4YNFBUVdTmiIaWksLCQ8ePHd4k29x3BXs2GjT3j3dxGuM3a4vE45eVbLpPeEqSU6LrOxx9/zMSJE/nyyy87cZSZEQqFGD9+/HaX1Y4Y0h8Fk4BMEDDjZCUaCOvNaGYczYyTE7MV+VlKC3lqI5ZUCKk6QdUmEy7BCKsJCoONZKmthJU4eUojhdj9SYJmK5FYPZoZJ9haT2TzOvJrbR2VheId17UgzwnEcLu2Kop0XE4tNGERlyHUQJCzzzydvzz8AGMn7YsaCPDLX1zFow89yAvP/ZMLzjuHaZdey5xFS9GQXPyDY/jpbfdTXl3LD395s33dEi2UV9UwddRgO6phxJNN0yAp3DSNzMJPlwAYqXbp3jL/f/d44Bh4uWRCR5pGh8mE1B3nz3gCK57AjMUwWuMYre7/5F/fxs0YsYTXvt3th+K6hRpx04t2bPW8GUhFewQik2V5+rEglTxsKXVjmTJFnwHQrKmMffpN/rVkDdlBjRUV9me0Z2EeIwfYBLqkd3cAanRJq24iFZUaQ6VftzzGFeeTFwm1iSgkdTqZdTfe9g4JsXcSNiFxiIYViiA1X6+VHSQaUgjQAixaX0nphEmET/gJpmny6KOPctppp2U8nh9NTU3MmzevU5uUfVeIx+N8/fXX6LreJcefCRK8ooEd+dsT8D9JNlyoqsq3335LbW3tdu3/1FNPsWLFCh5//HFCoRCfffZZJ48wM4LBIP3796e5uZkVK1Zs84dx6BDbWTdgxlDNBMFYI8F4E1KomGqQsNGCKTUSMkRYjaNbdhfZrIDdVdXuXZIgJGLkyTq6xTcRsOJoZoLcWA0h3dYORGo3oLY2YwYjWMEIBS3Jxr5FgVq6Be1JQxEW2YG458GRjHDYE2MLucREFkIILKExcOgoZCCLJavWUbe5hnNPOYH7br6W0669k5XrN3H9j86muFsBI6edAcDUcaN569OvOHzKeAJ6zG6cBvbk4laNpEcpTCNJHvwRDwDXutyNYLjHcrexXGLhi1RkQnpEwzmf1HWbYOhG5v0yoJveusX1rvbBbzuemmJx/rYgHPUTi/YIhrt8SwQl09hs3UaqH4dQBGpAJaSq9M/PpkU3KBvUj1bnulww/SDCwQBoAU48eApHHrAvRqSADVEDGclheM88irKCCKX9VGmK+Nd7EZlJh1RUpFt5IgQyaNt8S1XFCkV8Dp8+11QndSLSv6NuOXXqhfA0Hy8sq/WMut566y1aW1s5/fTTt3gdm5ubPR+N3r17b3Hb3Q2WZbFw4UJ69epFMBjc+g570eXwP002QqEQY8aMYcmSJUSj0W3at6qqigsuuIBf//rXXHjhhcRiMa688sqdNNLMyMrKoqWlhSVLlmwz4SgZOgIAVberTyw1gGol7Jb1ikbEasaQGrqlkR2I2xbkikGWliCixQiJOEErhsT+Ic5r2kRWtIZgvIlIUyXhuo0AVJWXk7f/STSuXoqQFkXRjeRHK1GkhSIt8tUGchW7NNYVpqpOHxTdDJCwAt66uLCNiDQtQHHv3pSNGEROQTdapMKw4SP41WX/x7TLruf1z+fyp1/9hG/feoZX/nADsWiUn9z+ACccNNl+8dKyy139BMMlHm56JD3i4ScYfkhp7+OsTzHp8pl1SdNA6r7tHKfPrcFsjWFEWzFaWu0oRksrekvM+zNidv+TWVk90Vt1J6LhuIc6palb6taajkyEYouRC1+Id2vRja1BWkkdh98dtKAgm7nXX8gdpx3J58vWoKkKAU1lzMD+3ud+4rgyfnfFhYzu152h3W29jtQCyZQIvkhG5pMnU2SQtKJ3X5svTWKpAaxgGOmQA8spZZWKivRHQNJ9V/znyvQYQCjUDDuUV199lcsuuwyAQCBAYWHhFvVlUkoikQilpaX06NGj3e12V6xevZpwONylKmY6BGk7iO7o356APSNWtQPIz89nyJAh6OmTyFaQSCQIhUKcccYZO2lkW4eqqowdO5ZFixaxYsWKbe7e2GP0FAAaZr/rLQsnGkFKWiLdyKUBFKiXheQHm71tgiKBRBDWWwjGG1H1ViwthKq3osTsqIZiJEBP8H93/RmAt2Yv4cxevYkW9kORJgXNGxGWSUXecCypkKO10GJkoQmT/EAzqjBp0PNQhYmFgm2eblfPBK0YmqVjKhqKEAjdJD8rQtm4cfz+N7/m/j8/xu/+/BQ/PPpgzjv2MD77yx3EYlEigQDovoZlUoKpJycaNwTuL1N1JwPhqzrR4ylmW24zLs9yXOptqkzIMFFIaYHevghUSgszlrCXWxKhqdvtFtq2+6ovrWFmTmukjLWDP3iuqHNLAtBMSG+sJi1JKDeMFg5QH4vzlzc/4973v+HGc06kbGgJ5931GPe//in9Bw9lYp98hvcutFMvrp7CqyzylTa759Ljth6jnYiH9L1XUkn9ibRLV23tjlRUpNCSWh53Gx9RkYpqR9L8OiF3HKbephQ2cuiZ/OaCC7jgggu8slbDMLboM7F582bWrl3LhAkTyM/Pb3e73RVSSvr374+mabuln8aOYk/RXOwo/ufJBtiCUSklFRUV9OrVq0Mf+CuvvJLLL7+cnJyc72CE7UNVVUpLS0kkEliWhWmabdovv/jiixx88MH06tUr4zHyJhyBoijc+asruPjMUwDIbt1MY5a9fYGoo4l8FCxUYRKxmonoTYRiDQgjgRqPEqivsg8mLXtCTyQwNI335yzhkmMO5sO5Szjz2CPIarBTKYmsQiw1QM+Wb6nMHoyCRWGgjqAZI6rkomDRPVCDZiWIilwCwtaYuJ1cA0YrESNGIGabWcU0jV4hGDBqIPXHHMZni1bw+FufsbmuntsvOJmIIKXfiVfG6i9r9dalVZWYJkjdIxgpbcBNE0vXU4iFyBAGli6Z9VWauOkVoYiMPh1u5MMTbsYS7TuDmpbXTM1Nkdj7Zm7f3h62ZVuXULS3j2dDrgqkKRFbIR/SkmjZds8TRRXUtMZZVlHD59E4D8+czb0Xn8qPTz6adU06v7vqUhYuW8HoHjkIIVCk3UfHJYwp9vMOhKu9SddueOWrIo1oqM56C0sNIHGf2037vOd+ImMkU19eus557JbICj2R9OhwP4PSInLY2Tz22GN88cUXKfqvDz74gAMOOCDjNSsvL2f16tWMHTu2S07UdXV1VFRUMGrUqF09lL3YydhLNhy4ZCMajTJ48OCtbj9ixAhWr179HYxs61AUhXA4TFVVFa+99hr33HMPb731FiUlJQCesOzll19OKc9944036Nevn+c38uvf/ZFJpaOYNHY0QlrkRStpzOqFQFJoVdOsFhAQCTRLR1fDZLeu9yIZJGJsrtnM0+98RothsXxjFSs3VfG9CaP45alHM+Wnt9O4fg1LGxIM69+bIifCECvsQ3HTCpAWTTm9CelRsqx6VD1GY04xqjQoTFSimXESWhaalUA14oSbqjBD2RiGyUW/uZugpvLs244zqBCcf+yhnH7ovhy4zzgWVDUztCBERJNJjYVQkpENl2C4E420QE8z4XLJRxq5kKaZQi6kZSGjrW1KVwGUcFtLaanrdpjU2c7yWZBbrvW4Yad1zITuRQ7SkRtvq9lwG6+lRzP8aY2OmHtty3b2eTKP0R1DehmsFtK88taqaIybZi/hrOEl/GPtRmZ+W86/fnwqb29s5IX568nO/4LTjzyQ/zuoFOWgUvuY/s6oznvmRZuEsKMbXoTKnuQ98adTyuqRlHTfDJzohLSQQkkhFmqsBSsY9hrwCV/ULIVoGLqn4xDxVrtrK9iGcYpC+PCzicfj3HHHHfzpT3/iww8/TPGX+Oqrr7j88svbXMtYLMaGDRuYMGHCbtE3ZFvR2trK4sWLGTNmzK4eyk7EniPw3FFsd4v5XYVtbTG/LUgkEsyePZvBgwdvtX/AnDlzOOqoo6iurt4pY9leHHzwweTn57NkyRI+/vhjiouLufjii6moqGD58uUMGTKEhx56iIEDB3p3QllZWaiqSlNTE/vttx+vP3KnF4Z2f4QTgWw0w9Z3KNIk0NqA1lKPsExaazfz19dn8sfXPuCw0iH0LcpneHEP+nQv5KDRg9EUwRVPv86yDRXMnL+cHvk5nD3tEEb068V5Rx5AvOdAFEtHTbQiDJ1ETjdUM4EwEiimTmt+MaqRQDHjKHqcdZsbefzZlygKB/h0wVLe/GoBvYvyueOi0zho7DAsXWdAvz5gmVh6gs0xk8KgQosJta06vcMKEVWQ4o3hkgozLa9vSVvs6Wg6PHLhTGrSIRzpHVlFKJiyTCj2BPavrxdxwZMzePj0Izlr0ggsJxqhBLUtkg3bGdRKiWj4W8b7PTT80YytkQ13G3t9x5xF20N68zV/XxPAi2wIRUEN2J8vV5uhhVSWNrZwyvtfOh87wRGD+xCL5DKurJQ3Pp9FeXk5sViM6Pv/cNJaPgGtUFJKUe1ugaYXNXCjHC4JkEIky1X9n3UlzZTLOZabCnG/F0rC0ToFw/Zjl3AYcdvwy03fuNVLipKawlNU1lTU8F5TFmvXruXFF1+krKyM+++/n0GDBqVc16effprf/va3PPDAAxx11FGA3XLdjch2xYiGZVnMmjWLPn36dKqbcyZ0Zov5bUVR7zJ59Lkzdvg4z91d8j/dYn6PQzAYpLS0lIqKiq2SjXPPPZf99tvvOxpZxzF48GD+/e9/c/nll3PggQfSq1cvPv/8cy655BL+9a9/ce+99zJ58mTOO+88+vXrx4YNG4hGoxxzzDGcddZZHHnkkRT27Ent/I9BCFQ9hmImCMQakWoArbURJdpk2zY31bO5uobLH3uZ9VW1PH3Zqew3bAAiEPAmWvcO956zpvHYu18yddRg4gmDiDT5638+4F8ffMnUkYMYXNyDbsXFjB/Ul16tzbZuIacAoSfIqlqFME1ikXzufeoFPp29gHdnL+InJ32PUw+ZwkOXn01xvpPOUp2cerwVLAsF6BFWwbIISQtMg/k1JiFVYWSeSkiatsTVr80AW8BpGmDYk7xwU1OWxGptdYhGMhWiBJyvktskLdpqT/IO2ahpbuX4x/7NUqdss3t2suumZZpYLbqTDkmKO5MEw8xIMtz0iqlbrO/Wk37VFSmkw35ZW49mbC11Is22KR6hthU/pqRN0oSjio9opCOUGyIQCdCtezY9FvSgR48eTB0+mE1rV/HFghWsrajgt+ccz6mHTmVlXXPSldMhEulmWs5Jk48Vu6mhsOyS2DZaDTUZaYBkOapryuWPUrgkw9s12uD1OhGGXU2FtBCJWJL0tLbY51Dtz0hVfSO/fPQ5Ply8huOPP55Bgwbx/PPPM2XKlLavA/u3Jjs7mxtvvJFLL72UadOmcdhhh3H66ad3SaIBdjR26NChFBQU7Oqh7HTsKQLPHcVespGGnJwchg4dSktLC4FAIGMZ1syZM6murmbhwoV8+eWX7LvvvrtgpLBhwwZOO+00PvjgA6/r40UXXcTnn3/OLbfcwhFHHEFtbS0HHXQQ3bt3RwjBr371K0488UT+9a9/sWHDBvLz83n44Yc566yzUo5dVHYQyz78DyMPO4HqT14lCwOlpRKiTWBJjIY6/vLeV9z12kf8YN9S/nruOWRlOaWAuo5wflil4/gZCAb58fQD7YOHwmCaXH3iobzy+TyWVdXzzjcLqaj9lDmr1lPcvYC+3QoY0qsbvQrzKOnXh/mr1jF3xRpiCZ0zj9iPx688l565WW3V/G7O3EuJONUiliSsqgzKDTAwJGlIWARNk+qYxcY4dNOgW0CSJaykvsLXi8MmH6ZHJjxyAWBZmK1xmyA5Ogs1lPq5ueOdL1lasZkrD5nASWMGM6ZXEYmGZpuYOJEJNdR20twSEfCLPJvD2x9Gb0M+MpCLNudO2yYT+YC2KRV/GkUoAiWs0RiMUITBvAaDfcaMpLKqiqbqDfx3jm3PffiEMZxx9CGgqAzPybXFmarv+rvlq6540xtUUsMBODbjgdTPjK+JWor1vKIgDN22e3cFn4YvTWLEEaaJVFWU6o1223gtgNQ0RGMdhG0y2bhuDUY4i+zsCLOXreHxNz5ixjeLufjii1nzxs0dTn+ccsopTJ8+nXfffZf169dz5pln0tjYyMUXX9yh/XcnrFu3jpycnK32ddmLPQt7yUY7qK6upq6ujnHjxrVxsvvPf/7j2WZ/8sknu4xs5Obm8vnnn3PGGWfwyiuvAPDmm29y+umnoygKBx54IIsWLaK8vJzCwkLPKGfUqFHceOONzJo1i40bN/LQQw9x9tln88QTTxCNRhk1ahSHHXYYyxrtH+7Vq1ZR1rsQok28/vE3rNhQwYtfLyInGOD1X5zNmP5OTb9vopeJuCeWlJaFjDkpmEgWxKJgSSIBjbMO9nWrDIaIRltZXV7F+pp6vq2uZ01lDfM++orJwwZw8bEHM33iaM8FMgV+3YW0IJFWSSItMGznTwEUBBUwTboHJAFTpzYBC1tgdDYEJMTjCbKwiYqUEsVPOh1yIZ00CpZECQWTxMCSGI7VtJtWufV7+3DDwRMoLMz1qkvSobfEnLSM5ekz3BRJekM1N6IBrjbDwoj7mrjRfjSjI+WqmbZ1kUmP4ZIPoSopEQ7/eRRAcd67aChMXV4+sZwcCoLQO6jz5IfvM29dJZaUzHb2G9a3F0+98ylTxwzl/GMOTemYmhyQAJH2mfCXnbrfX0skyYiipjZR85e6+r/vluVEvqR3LuGQjmhrjBnvfMib81Zw/TknMThgQU4elc2t/P21l/ls1Qa+XLUBCTTH4gwp7sFFV/yS+597je7du7d9HVuAYRiEw2EOPvhg/v3vfzN27FgOP/zwbTrG7oDq6mo2bty4xS61exq6mlRhZ2GnkA0hRKmUcuHOOPZ3hZKSEpqbm1m6dCmjRo1KCVf+6Ec/4g9/+ANAuxUe3wXy8/PZZ599ePXVVykqKuLEE0/km2++4Wc/+xkAmqZRVlbGypUrWbJkCWPHjk3Z/6mnnuKBBx7gxhtvpLCwkAsuuMBbd/LJJ/PRRx+Rm5vL2bc+wqT+3dmwqYL1NXUM71nExQeM4+yDJiCkk3JwqzQsCYaJ0NQUkuGKKK3WKIrTatsjJ65bYDxGliooLelDaX+fKZF7F+t2T8U5D2lloNKChGMD7t6x+ipJ3GiH1A07/O5EKvI1lXxVUqLqyIRJQ6vOSl0DVSFPavRVDcItLZ4eAkuiBN20iV1dYkRbkx4NznZqOElQwppGEIHeHPWqTPzeF9K00yNiC14KOwPtRTG2FFExdatNWWs6AZGmZZcsqwJLCGLhMLHsLBLZWfSrrkBoKnmJOCV1zWTnBKnVVeasraAoJ0JDNM6/fnMZ37/5QQpy7AjBgAH9bDGmC38UItMyt5RZaYd0gB2lSr/efgKiqsmmfO6xLAupqLwKxSZQAABGEklEQVT/0Zcc/5sHvG0/WriCQ0cN5uPla6luaOakiSOpbmzmqmn784uTjyBy1q/bvZ5bgpSSNWvWUF9fz/jx4ykoKGDFihVMnz6doUOHbtcxdxUaGhpYvnw5ZWVle4xxlxAiIqVs31FP7jl24zuKTicbQohzgKeEEC8At0spF3T2Ob4LCCEYPXo0S5YsIRaLEYkkc+wjRoygoqKCjz76iN/85jccdNBBXuXHd41HHnmEyZMnM27cOMrKypg6dSrnnnuut14IwbBhw9B1HdM0aWlp8ZTu+fn5nHzyydx444384he/4OSTT+a5554DYOzYsVxxxRUccMABvPTSS8TjcXLnv8sBfbsTce5OZTxht8QOaE4pZwKhBZDSworad39KMIiUFrK1FcW5hpYT9VBCYcdrwt7Wm2gTDonQtGQaBJKpEbcaRAskCYi/s6a0IB5L+mC4OoxEwnbpdDUYzn5WS9QmHw5JylclE2SMVtOiwVSQ8QSNCFYSJl+Y5Fo6edE4muuPYVkoQZvc+H9YjFYnh2+lunW6TcYywYwnMkY0XM2Ga9SV3lht2KoVtjVyJ0QztnU7//GlZYIiiIfDGOEQ+dFmarr3IB4KkhVtpbDOduvNjscQepzsnrnInDCvLfkWgJZ4Ak1VmDLankgXry2nV1E+h40fZfcYVtU2hltA+yQhE9z0WJreIVODtPRjoygIp6Lp6ImjGN27G3//eDbZwSDvLFjJ4WOH8fiPTsJqjaMoAhSx3UTDNE2WLl1KPB6nV69ePProo8yePZtPPvlkpzZ93FlwTcdyc3N39VA6BUKIM4BBQojHpJS7V6XAbohOr0YRQswCbga6ATcBN0kpn+6s4+/MapT2IKVk8+bNbUKflmVxyy23cO+99zJ16lSOOeYYfvSjH5Gdnd2pwq0PP/yQgw46KKOD4GOPPcZdd93FBx98QL9+/bZ4nKamJubPn0///v3p37//do+x+aFrkuJItxoDh1g4FRtKOOytV7KSRA1Lpj7HiXr43DaFE5XwyIJHKhyfC82Xd/enTpzKEXcfKS2vysTVCrhjshIJz+tCOPtbjqunpete9MIy7PSMaZhEJTRaKg1SpbtMUKRZrLNCZFkGEWkQtnQU8IiFfU20NmTDJROAl1LxKkqMpPfGtpCN+uwc8psat4ls2NGULXtkZIJ7Dre6xNA0CKgEEwlqevWkpSAfTTeItDTTvbYWoQp74gXUoIKiqagBhVBumHhQZfw//wtAt9wsNjfZTr5Ln7yTcCjIuqo6evTswYA+vVOqRTKRCX+Uwi1hbUNK/Ntn+vy7ZNX3OOUYloUwDYQeR1ZssMe6sYqP11Qyf/U6nnj3Sywp6ZWXzU0nHsr6fmV069aN4447jhEjRrQ7Fhdz5sxh5syZxGIxSkpKqKur449//COVlZUcd9xxHHDAAYwaNard34PdEdFolG+//ZbRo0fvEkFrZ1ajCCFUQJVSJoQQJwHHAC9IKd/NtH1hr7HyiDP+vcPnfelPQ7p8NUqnkg0hxCXA9VLKAc5zDRDA94Ay4GEpZdOOnGNXkA1d15k9ezZ9+/ZtM6FLKT1NR1ZWlmd7fvXVV/P73/9+m8+1bt06rrnmGp5++mmCwSCVlZX07t2bTz/9lP333x+AlStX0trayvz587niiit4//33KSsr69DxY7EYS5Ys8dxHt/fL3/TA1Slkw62kUENBr3QTQIs4Vs6WRMvPTZIKsEmHL+zt6jvc/LhLKtxlHilxlinBkD0GdxvT9KpGUpqdaVqyD4kj9BQBzU6nuNUjTst2oSheqsRyiYlDABSfg6eUEtOyqCJEi1SJKioFwmCA1cpGQqiWRcTUyZIGwi1DNXw26E6ppFttsjV9RnpZa8pzU7J88FCGrljhXdt0EpFCPHypky2RjfQSWQkYgYDt5KobVA/sRzwSQUrIaWykW2UVenYYTTfQPHdVO5XiplkUVaCGNNSAghbS+HdjA9d/OJsZV5/LcXc/zfA+PVhTVcfXD93I8JK+tt24ojnizqQdeDrZSEmH+AhDsrKkLfFIIRtbsRb39rUshB5DJOIQbUmmAJ0IXGVNLXe9+j6P/PczzjrrLEaNGkV5eTmvvPIKY8eO5cUXX0zx0PDj3Xff5Yc//CGnnXYaWVlZLF++nJaWFi6++GKOPPLIdvfbnRGPx5kzZw4lJSUUFxfvkjF0FtkQQhwJPAY8KqW801l2K5AAHpdSbkrfp7DXWHnY6a/s6Kl55YFhXZ5sdHYaZRkwRwgxE7hGSvmlEGIEcDRwIHC6EOJF943qKggEAowbN445c+agaVpKkyMhBFdeeSX33XefRzQikUiK/mFbYBgGzz//PGvXruW9997z7Ieff/55pk6dyn333ccvf/lLwPbUuO666zpMNADC4TDjx4+nvr4eIQSxWIxwOLz1HdOQ+9O7AWi4+6ce0ZCGSby1CWk4pMM0MVpaCRXZr0GvawAgkJ9nRxJaHGvzcBi/GZbi+FhYuu5FSbDsVIw0TEQ4ZJtrRVtwfS7cfcwmu2xWcYzKLF2HeMIjRi4ZsXylqUkXUYmpJ1IIhls5IaX0UhzuBK1qCr2tmP3ctCNdhiVRVIVmVKpEhIAmGBZvoEoNExMQskwCpk6uHk+SmnZSJv7zdyba67oKDqEQKkYogBEMEG6OgoDqfn1IhMMIwyS/sobc1npyq2spTOhouu5pOEKxuE1UHIIhTauNVXsgEkBRBeH8CB8vWs4RwwdQUWWXBB87uZQ7LjzF09wI07R7j6TrL3ykFIdIpJhxuWWxGVIlnueGu09HYeiphCU33y5rdcaAFqBX717c+8p73KXrKemC+++/nzPPPJNHHnmEa6+9NuPhLcti/PjxnHPOOYwePdoz2+uqsCyL+fPn06dPn11GNDoDQghVSmkCK7Bvnm8QQsSAmcBfgFuAfYDX2uwst15a/r+CTiEbQghFSmlJKT8EPhRC/ASYDnwJHAZsBg4CioCfCSEmSilnt3vA3RDhcJiysjIqKyvbrPvlL3/J+vXrURSFxx57bIdykoMHD+bUU0/lxRdf5KSTTmLq1KkA/OlPf+Kxxx5j4MCBfPnll4wZM4asrKztikwIISgsLMQ0TebMmUOvXr0YOHBgm6qbjiD/alskt/nmizCdNISZMNCjcYJ5dllfa5Wdpw93LwBAb7AtxgN5OUjDxGiy+64o4ZA94bdEHZJhkwqzqdmOmkQidhSlsclLz7iGWkajHTBzq0bMhkZbBe7TZ0gpsRyhpxLQkqWqlmETG0s6wlY3zWB6aQ5pSRQt9fq4fhj+ElShKPQw43R3UydSYgFBvRVdaLSgkBAhshIt1EWyKQ/mEDB0AoZB96Z6NGlQF8lGMU1IGAQNAy1uYEgBTkrHX22SjHDILZIIXSiYqoqlKKBahGMxojk5xCNhTE3DCGj0WreBpsIC6nt0R4nG0RI6WlMMLZ4gr7yaYGsc1dfBNtJik2vLkLhnNH225P4+KaoiCGTZJGNmZQ1/XrmWp4+eyrD8HN5eW8FFT71OJBjg0NGOe28onNETI2NaxL/Mr9tJ32xLGg0/6Uw5oV0Cm3IORUMGbSJEMAQJW5sTPjHp8plO4AOBAD/72c/4yU9+kkI23n33XTZt2sS5556LpmmsXr2asrIyr5S9q8KN+I4YMaJLRmQAhBDDgUeAt4UQH0kpPxdC/A64CJt4PAucDVQDw4QQw6SUK9o/4v82OiuyMVAIUSmldGg+FlAihOiJnT45BHhRSrkUuFY4M6QQYhjQU0r5aSeNY6ciOzubwYMH09jYiGVZniFNnz59iEQijB49ulPET264tbS0lMbGRp577jmOPvpoNm/ezODBgzst76mqKpMmTWLp0qXMnTuXMWPGbPePXLebH6Pq+vMxHddLaZrENjdiGSah/GykJWmtqgMg4pCOhBPp0HKywbK8yIcaCdskpMGJkmRH7OeN9vE0h2QYDU1e+akasaMfRlMz0rLQHF2ItCQyZkcfpGF6VSSGG9mwrJQ7ZjPuRjbsyUrRFI9QmAkrhVz4O5N653LEgx4hcAhMrqWTYyWSaRDLIr+pkYjVRFwoJIQKcQPDMmnWNEw1gBkRZEdbKNBbWd+nHzEtaJuTxWP0L9/I5sIi6nPy7IiOoqBrGoamUd7LuYsUgsLNm8mvr2fTgP4Iy0IxLYLNUYItrZiqTawC0VYiCR1pSnJq6siuqG3z/kaao0g9SSpEQGAZme/YpClhC31QZtTWsrC+iYqGKOUtrSzb3MChQ/oxanB/jpo6wZ7A3fNIidRUjxikkA3hK2V1NTlb+W749/enWFJfQFrJdMYDKUjVvs0Nn3DRFs/p4sADD2T16tU0NDR4EcsjjzyS/v37eynaFStWcMEFF3DUUUdx8skn09DQwPe+9z02bdrECy+8wPTp0zt0rl0Jt118SUlJl2wMJ4QQ0tYXjAA+Bv4B/BVbn/EccD5QAfwCOAM4EpgFrMEmIR4ke6tRXHQW2ZgO/FQIcTMwD5gCLAKagCuAS4C/CiGukVJ+DiCEKAMuAPYRQjwkpXyuk8ay02GaJosXL6asrMwjF1dddRXTp0/n6quv3m7hViwW4+qrr+aVV17h448/5sADD0xZvzPc9oLBIGPHjqW8vBxN0zBNc7vH3/P2JwHY8FO7F4ubiog32Bw0mOtEOmrqAQgV5oJlEa+pI+g4gErTJFHrkI6QXcmi1zskI9smGYm6BlsDkh3xUhF6vR0tUSP2HaXRHPUEpkogYBtnSQsznvAswt0uqlIanojTD2lZGLFU7wp/WsN0y2yd9Xb0w9fIyzmeEUt4z5MiTztiEtBUNNMg4nME7VO/OVWfAfTfsN5utGcJTAmmaZFbU0tObT2WKTFUFSWuE0gY9P12jT1WKVFMEwn0X5ns4+NGPnIbGtpal/sIhNS3/iPpbuOfkhWtbdfXUG6QQCRALCfAW+/Yqe3+ORHuP+dYLquq5avyWpY7n4uU4/vMu6QasP1UpON9AXaKxh9ZkhJJ2vNMRMUHj3SQRiycz49U1ZQGa8kdFcJHnpPxmBnPIwS9e/fm4osv5re//S2DBg3i6aef5osvviAUCjFixAg2btzIm2++ySuvvMLll1+OoijcdNNNTJ48mbPPPpvrrruOH//4xx0+53cNKSVLlixBUZQuF9EQQgzFJg//ApYC64D9gTgwVwiRJ6WsFUL8DbvS8mghxDtAD+BM7OjGR+mVKXt9Nmx0mkBUCDEF+C2gA28Db0opV/rW3wkscStTnFTLbOw39Dwp5R1CiAhQLKVst8PZrhCIZkJ1dTUrVqxg/PjxZGVleeWxv/71rzn66KMpKSlh4MCB23TMv/3tbzzxxBO8+uqrdOvWbecMfCtYsGAB4XCYIUOGbFdaxcW6S09utx26SzqkZREuzLUJgKNTCOZmOQJIE9OZpLVIKCWdoUVCnlbDndDtZakpDTUc9KIX6WWnrvizjZDSSB7T73aZ0j1VyjbkQ1qpUQ9/WsM9r3s9/NUk7YlA/S3hXRFoezbjlilZNXw4Q5Yvt5ebVpv13j7+apV2IhPeth0gGy5EIDU6oIaSwlChKmQVhZnT0syFn81N2W5AYS6vXvx9LnvxPS48+gDOOeoAW68RyfbSKDIQ9CzJhZXauyZFKJpe0tpOZKI90iGFsFMjvgiJd3y3tNpB1iFndPja+NHc3MwDDzzAvffeyy233MK0adPaTWG2trbS3NxMjx49ALvM/e233/YM/HZHuJ4gZWVlO/T70ZnYmkBUCJED3AVMxa4sucu3/Fjsm+UvsIsfpBAiG1uf8ZSU8mlnu8Ow59MU3UZBj1J50Mkv7vBrmPGX0XsFoi6klF8B04QQRQ77u0sIMUNK+bGziYqdUnExEsjDLpGd4yz7BfBbIcQoKeWyzhrbzkCPHj2wLAvL+aE79dRTAbjzzju58847CYfDtLa27/Xix7777ssxxxzDO++8ww9+8INdRjTAdhddtmwZ33zzDSNHjtzuu5MBj74MwJqLTvRy9y4STVEC2WE7tVLTgLQsAk6vkNbNjSAlgWzH+tySXmREC9vVKnqLnQLRwklvC73FNg9zLb+llBgtrc4yx8VUSk9XAsnyUpcg+EWhKcsykAsXNjlJndzT7bmlJe30kulWn1i+fWWbdIwffvKUXCbbVJdIKbdYytoRZCIXLiFRtMzpCcuQKJpA6rIN4QA8oqHlh/nVZ/ZNQkBVGFncnQUbqsjNjnDUw//i+ImjOGD4AKobmunRrdCuHtKCyQ6pgBQKUlUQ0krpV0L6pNaO9qLdlAgknULdzQ0jKUr1zMIUsg4+rf1jdACRSISzzjqL4447junTp9Pc3Mw111zT7rauv49lWdx222288MILO3T+nQnLsrx00O5CNLYEp1rSAk4AJgOXSSm/dNdLKZuB54UQ7/ujFVLKFiHEX4A7gaed7f7z3Y6+66HTTb2klG7Cdw5wnxBiFbAe2A+40LfpH4HzgH9JKb8QQvTGLpEFyAcQQvQFKqWUGWKYux69evVCSsnq1aupq6tjxowZDBgwgHg8zvjx4zt0jBUrVvDVV1/x1VdfccYZZ2RsJf1dQtM0Ro8eTU1NDaZp2hO0aXpW59uKgY/ZNeZrLjoxZXmiySYCWjjgEIpmL2phr496E6fbh8RotSs4XPKgR+PJyIZDROxtZMqx3WXSslAdzYZLADKRCEtP1V0koxcSaaWSi0y6DX90xCUYWyIVRjwpNM1U1po8ju9xWvTCdSps2+dkx9IkmfZz4RIQl3C0Oa8vjfLqmk1UtcS4dL9S/j57GQs2VAGwqa6RmG6yobaBMVfewyGlw/jv3fbk6zZOa68sNVOEwq+/sDu22uQkfRt/KWvqSpksmXbXO4Qj64BTMo6jo6itrWX58uUUFBQwatQoXn75Zfbdd19OOukkhg8fzkcffcQTTzxBXl4eEyZM4KyzzmLevHk888wzfPjhhxQWFnLAAQfs0Bh2FtauXeu1OugKEEJcDFwHXIxdyPA20F8IUQAcBXwALJNSrpBSVjs6QyGl92F6CTCcY7kaj4zYq9mwsdPop5TyOSfs8x7wDXaqZJkQQnHenJVSyhullF84u/wYO/rxOHYJLcA1wC+dMNVuCSEEqqpy4okn8uyzzzJ27Fj22WcfNE0jFotx7733Eo/H2+xnGAb33Xcf++23H7fccgvNzc08++yz2z2pdyaEEPTo0YPCwkJqa2v5+uuv2bx58w4dc+Bj//aIhz+9kGiOoUfj3nK9JUaiORkRcgmESzTAFnGacT3lS2y0xjHjvrtdQI/GfXoJe18jpqcsd89r6YZtsa235bWurbhNBqwM6yzMhOGJY72eJWkTvb2NfSwzYWDqdrokeezt/1HKravvkOPnliIUmf62hK2tNxP2ddCjOkHnmry8YBW54RBXH3sg3bPDlBX3oDWh886ClRwwchDPXXMBqBpS01JTJzj6jXQxp5MO80P6WsFv+QX49pOSlE6x7jIg64BTdphotLS0sHz5coYPH87IkSPRNI0pU6bw5z//mX333ZeDDjqIE088kXHjxjFo0CCeeeYZ8vLyOOussygoKOChhx7i66+/3qEx7Ay4N1uVlZUMHjx4Vw9nqxBCDBJCLMUuWvi+lPJtKeUqYBXwK+AObPHnccCj7n7ShuV7bkgpX3LXtXc+iW1EuKN/ewI63UG0wyd2ymWdx8OAV4CTsV1Hb8Muk/0h8LqUcoa73+6i2UjHwoUL+dnPfsaqVatYt24djz32GIcccgjDhg3jnHPO4emnkyaqixcv5oc//CGFhYU88sgjDB8+fBeOfOuoq6tj2bJl5OXlMXLkyE4JkX574Qle2sK9+wcIRIJtJl43GuHCjRCk6DOCye6dXrVIIBnFsB9IhKpsk/bCXZeeKvFv4673Rxb8r8Gv3/Cv25pRV/La+I6bIVWSXNd+GgRSIxlbIwp+ZIqApKdMXBLjLldD9vXUwhqBsEowJ0itkNy3ai3/WbGeAQU51LTEKMqOcOlRUznnsH3p0b0QoWmQnWebdCkaVjCEVDQ7wqHYTq/CMlGMRDIC4RIQRbE1HmlEwx/ZEFZa1MIyUyMnvhLYHU2ZSCmpqqpC13X69euHZVkZvzsVFRUsW7aMYcOG0adPH295TU0N3bp1263byDc0NLBy5UrKysoIBNp2Ld4dkK7ZEEJ8C5wqpfxGCFEMNGJH+Q+WUv7H2SYAzAAekVK+ur3nzu8xRh544vM7NH6ANx4f2+U1G7sssSZT6doV2GGsCmAgsBJbmLMW+Oo7H9x2oLS0lKysLNatW8fIkSOZNGkSQ4cO5dhjj+Xvf/87ixcvprGxkRdeeIFDDz2Uyy67jHfffXe3JxoAhYWFTJ48maKiIhRFIRqN7rDCetDfXmPI06+nLJOWJNESR29NjVC4UYP2ntvL9JRoBYAZ1zHjuh2tcMZrOQ6i/giGm/owE3pKczT/OsuwnL/Uu19vX91yKkzabpPcNukW6kY03H39aZLtwcbBA7drP6nLrf61t5+LTNESaUrUgP3z4kZwbpm7lC822umTkKJw3OiBbKhv4oYX3iFuGMlJVbHTH67HhksW3JRKil4DUj0w2rsLlFbqOtNM3c+FsHUZO0o0YrEYCxYsYN26dZ7uqT2S3rt3bw455JAUogHQvXv33ZZoSCm9Et4JEybstkSjHdwOPCyE+D3wb+xy1pNInWtU7Plox3p7yeTNxo787QnY5TF7IcS+2O6ixwJRYC7wE+zIxjtSyqpdN7ptw7Rp0/jvf/+bYmn+yCOPMGDAACZMmICmaYwdO5ZXX33Vsx7vKlBVld69eyOlZOnSpWiaxvDhw7fLfdQPl3AsP3NaynIjniQDWsj+mLokxH3ud9p0ox9+wuGPgLghfX8TNLeNuwtXMOoe2903XWuRrsnIhOT+qRUq7e3jTy35K09SIiK+qEZ6hUk8FMoYrdjeaEb6Pu2lX9xt3PVSl6gRBTVoT6wJy+JXK1fypWPkFtFUXvj+oSyobeDOj+dy7RGTueu9r1nTHKd/JDvVbdQhB1YgnKrFcEtghUiWpHpuolu5f3IjVn6PDgc7SjD8WL9+Pfn5+fTv379LiCW3BZZlsXTpUnRd362qTjoKKeVjQoizgSzgAOyUyRFATAjxInAodgq/HqjZ4fPtIWRhR7E7fEqmAzOllBuBQdikYxAwH5t4dBn84Ac/wDRN5s6dyx/+8AcaGhp45JFHOOKII6iqqqKxsZEvvviiyxENP4QQXqvrWbNm7bCWw8XwZ//LiOffarNcWhIjbqSQj/Tn0F60w9VRJCd7d5l/uX9demQDkpoNl2SkT/j+iEV7dySpgtF2UiftlLjuDLQXtfBrNbaHnKTjqcpyj2j8bp/RvHvq4QzIy+bWmXMwLMlB+5bRMz+HynqnZZJpItWATSjS3EMtJYCppZJbGQjaBMUlI9JHJtKQseS1kyIZYDc6nDt3Lq2trQwbNoySkpIuNxFvDZZlsWjRIkzTpLS0dLeNvHQAJ0spL5dS6lLKV4BcIIJNPG4AnpRSniGlbNix00gsae3w356AXR7ZkFLeLIR3OyKBEPYbP1dKWbfrRrbt6N27N3PnzuWcc87hzTff5JJLLuHTTz9l9uzZXdJJrz0oisKAAQPo3r07qqp6fgCdEfZ1Ccey04/e6h2B3pqMYrjRDj/hyBTZgHR9RtuSVbfqBJKEwm9Q5deYpI8xXZvhLnOP016KJRM8MmK2PQ4kNRqWIVEdcWw6gdje6pN0dCTCka7jWB+P8eSmcgD+Om40U3r0ICI0Hlm5nuNKh1BclM/hY4ex9m+32X1GlGTqxNZOqHZUQ1GxRJJ4mIEIQtq6DU+DkWlSzxC9SJaxdl4kI5FIsGrVKurq6hg4cOAOR/t2Z5imSVZWFoMGDerSRMo/twghcrEj6eullO+RqcfJXuwwdjnZgBT9RjN2rmwZtv1rl8O4ceOYP38+69atY/78+fzhD3/o8n0O2kNWlm3O1dTUxJo1a1i/fj1Dhw7tFOdAl3QsPfUoIEkE1IDiTbp+4aY/0qEG1AzLUstXM5EI12zLfwwX/ihGJmQSgW4JHS1xbXf/tHX9lqxsZ8vM2JFKk0ylrm22MSUf19cD8OCoEUzsVuitq6xrYsbibwG4+aIfkJ+fg3e1pYUMhj2hp7BMryrFUlTbY8PdVFGRagBh6rZgFCd6IS0kSmp0QyhI7HbxWQedusWxdxSGYWCaJoqiEA6HmTJlym5RTbYzYBgGq1evZsiQIQwZMmRXD6fDaGpqv8m4U+Z6O7ZL6H+wy107FVLuTaO42K2oqZSyAugF/FlK2bZetAthwIABHHfccRQWFrJw4UKqqrqM9GSbkZubyz777ENxcTFLly71/Dk6AyNffJsRz7/FwtoGhv/zTY585UP+s9q2u06WnZqpNuK6iamnRhDc1Eub9Itutrt8S4JPWxia6gKaXJeanvFHNTzH0G1MlaRqN1J1GFKX1HXrhtQzl65uSeiZ8Vyue6lueX/+83UUuapGaXY2++Tne+W9kcJsTp2QFEX3Pfc6Xv1sNlILYAUjyFBWchxa0I5sIFIasklFw1JDHgkBsNSAQ1DSSJAQSKGQvd9JZO9/8g6XsIItjty0aRNfffUVVVVVBAIBBg0atMcSDV3XmTdvHtC+yHV3hK7rLFy4cEubxIGFwPeklL+RO6nG1EuR7sDfnoDd7pPj1DPXt7e+tbWVurquk13JysqirKyMlStXUl5evquHs9MghKC4uJjJkyejqipLlixh1apV6Lq+9Z3bQUtLC0cffTSKovDBcLvqa3VjC1d/No/6aMybuIUiPA1Gqg7DyqjBMOKG53Xhn8T9x/DrPMDvtZEkGenw/zB0REXekahGe6LQdDT07pH5HG7vkg76Z/iJxdawNQJzfPfu/HlkqslTdHMT1S0xJpQU84fzTwCgxtVrOCZeZiCMpQVTz+WYc/lLVyXCjmKki0LdOUNKcvY9npypJ7QZ2+bNm70JdFsxb948qqqqGDt2LP3799+uY3QVWJbFvHnzKCgoYNiwYV1Ko6Fp2hZNxqSUrVLKR6SUnSM824stostR8WAwyJIlS5gwYYJn5bu7Iycnh/Hjx+/R0Q0X7o/RkCFDWLNmDV999RWDBw+muLh4m47T2NjIn//8Z95++20AHnzwQe+4Q4YM4YWhZfzfmraThS30TLp8qkEtZeK3nTx9bqFp5MRfeWImUklKeot5fwVJe0gXhAK+vifbfsfi12lA+9UmO6LPsPfv+Ni2llKRliSYHSKvTz6RbnnMeONz1tc2cMM/3wRg8ughSC1oe2v4YGrhDJEKBS3e5LiDuj1Q7MiHcLQt2fufvMXxfP311xx//PFUVlby3HPPUVxczKRJk8jOzm53n+bmZs+4auTIkYRCoS418W4PDMNA0zRGjBhBTk5Ol3q9q1atokePHjuleeU2YW8axUOXIxuqqjJgwAAWLVrEpEmTuswXICsri4EDB9Lc3MzGjRsZNmxYlwpJbivcLpZ9+/YlHo8jpWTz5s1bNSmKRqN89tlnHHnkkd6yqqoqevbsCdgW8U8++SQjR47kNxs2eF13XW1HOlzBqJ9E+EtmIUMvFFxSkl7ymkpM/Pu5+3jb+kpXt0QqOhLVaM+0yx+18G7mt1Lqui0kIn0/EejY51WowtPCuM3Y/FjfEqOmKQrA/00/mBH9+9ilrKpqRzR8HhsuFFNHSAvFaCe7KgTZ+520xXG99NJLXHXVVbS2tnLFFVewcuVKnnzySerr66mqqmLp0qVt/CKi0Sjr1q2jtraWkpISgD1aAOqitraWpUuXMmnSJO871lWwceNGNm/e7L1fuxZyj3EA3VF0ObIB0LdvX/Ly8hBCIKXsMoQD7OZKhmEwd+5cSktLCQaDW9+pCyMnJ4ecnBx0XWfDhg2sXLmSAQMG0Lt374xk69xzz+Wll15KWfbVV18xa9YsJk2axFFHHeXdiT7wwANcd911gK3tAFhyypFtjgmpJAJSm6X5nUzVgNJmuR+ppCWtRDaD6NSFXxBqP09Nn+woei1tt1Fyh7Cl3icu/IQjXSTqVqKk72OZElURhHJDhPKzeXTBKlaU1/DcdRdz4n7jkTkFWMEQltLWilyxdLsKxZ8mUVQwkz/euZOP2eLreuSRR7jssssoKyujtraWv/zlLxxyyCGeuNnFvvvuy7vvvsv06dMBO5KRnZ1NS0vLHi/+TMfGjRtZu3Yto0eP7nLi9urqatauXev5Gu1qSMDaG9kAuijZEEKQl5dHXV0dGzduZMyYMV2GcKiqyujRo1mzZg2LFi1i/PjxXWbsO4JAIMD48eNpaGhg3bp1aJpGjx492jR5u/XWW5k5cyY1NTX86le/Ij8/30tDbd68maKiIsAuM3700Ue57rrrkFLy0EMPMXDgQI576R3vWIu/f0TGsQhFoIUDXrlsa13UW2em3fmnEwc/MfGv9xMG/zHSbczbQ3tN1jLt54pC3ccA6BmWucduJ5qxPT4aLuFQNJFS6up2fXWjGopTzeO/fjXRGA99PJc3b/sZkyaO87QWwjCQriW9lCBtwy6XZEghECS7tubse3yHx3vZZZdx5plnen1HRo4cmXG7c845h9/97ndMmjSJiooKmpubGT9+PD169PBavP8vwLIsGhoaulSa2o+cnBzKysq65Nj3dHRJsuEiPz+f9evXs2zZMkaMGNFlJm0hBIMGDcIwDM/2d5fnFr8j5OfnM3bsWADq6+tZtGgRffv2pW/fvgQCAUaNGsXMmTP585//TGNjI4sXL+buu++mX79+vPzyyxQVFXH33Xczf/58zjzzTABmzpzJHXfcQXNzM5s2beKhhx5i9erVKL2H89BDD6EoSgrxEIrCioZmXt9QQb/8HE7q3RMMEzJM7OnkQ01LJWSyGXdTLOlIcRNNcwnd0ehGxZjBDPh68Q4dIx1b89bwt5XP1F4eQAurhHLDCEUws66Z6uZWvq2oYR89gQyGsUKRZD8Tny+G3fEVcPw1CsYfus3jdxsgnnvuuUybNq3d7T744ANmzJhBeXk5//znPznttNMoLS3do9Oc6XBLWwcPHszo0aN39XC2GY2NjWzatKldMrnLILdPm7UnokuTDUVRGDNmDPPmzWPDhg1dThmuaRrRaJTFixfTv39/+vXr12UIU2egoKCACRMmsH79er788ksmTZpEJBJh9OjR/PGPf/S203Wdm2++mQMPPJBHH32UJ598ksWLF/Ppp5+yZs0aXnnlFS699FL+8Y9/cP7551NeXs4pp5zCX//6V6ZOnUosFuPBBx/k4IMPprKyktrLfshjS76l2TT579oK8qXgsB52xCS9hDWdNKSTj3Qkq1HSG7NtWbvh7Z/eOp62olAXWxeJtj3f9lqWb00E6odQRButRtw0eemrhYQDGoNK+tldXTN91n2EI2/S0ds8Vj/ef/99gHZ9IaSU1NTUcPXVV7Nx40YqKipYvnx5mx4lezpaW1tZsGABhYWFqGki3a6AlpYWFixYsPsRDQD2nN4mO4ouTTbATkuMHTsWIUS7XRV3Z2RlZTFx4kQWLFhANBpl+PDh/1OEIysrixEjRjBw4EBUVeX111+nf//+DBkyxKsOmD17NmvXrqWiooJbbrmFfv360dLSwuTJk1mxYgVCCL799lui0Sh33XUX7733HocffjgVFRXcfffdXHDBBZx33nmcddZZ3HHHHfz85z9nyaL13HHHHZSXl/Pf39/GAUUFvL+piu6hIOMK8rz3wDLMNgJHPwFpTyCajkwRDXef9KhGR0pdOxMd6eqaDsuwe6C48JMR/3UI5YYJ5Yb4VJFUJAw2/u23ZPUqxt0i2T5eASnJnXLsDrySJFpaWrjnnnu8zsvpMAyD2bNno6oqv/jFL7jsssu45557OO20zuuP0hXg6scGDBhA3759d/Vwthm6rjN//nyGDh1Kt27ddvVw9mIL6PJkA/AU5AsXLqSoqKjL3ZmEw2EmTJhATU1NlxS9dgZCoRAvvfQSZ599NkOGDGH48OFeBc8bb7zB3LlzueuuuzjjjDN49dVXefvtt7nqqqvo378/xcXFlJSUcN111zFq1CgOPfRQAE477TTuvvtuTjrpJF588UU+/PBDPvroIx566CEuvPBCTjjhBL7++muub2hlwn8+9Mby6fcOIFttn7RmEo6mExJIK3vdTjFoe6Wu6c/zN1b7lnVORCN9f1unkfm6WIZEDSkpeo1AVrKyY9aK9fTIzSYrFKSmrh5DCnr1KCJyyBk7NK728OKLL/L+++/zxRdfeMuam5spLy8nFAoxYMAARo0aRU5ODmvWrGHQoEH84he/2Clj2V3R3NxMTk4OEydO7HJCULAjU5qmUVpaultXzOytRrGxR5ANF0OGDGHOnDlomuaVSnYVaJpG7969aW1tZeHChYwZM6aNYn5Px5AhQxBCsHjxYpYsWcKpp57K6tWrSSQSDB06lFtuuYWhQ4cyYMAASkpKuOeee1JIWV5eHuedd573fMCAAQCUlpayefNmr/LnoIMO8rbZb7/9mDt3LhMnTuTMM8/kwQcfTDnm3KOS224J6emVLUc5MpTIpqVPbKFoxwlC/qZqOvKT1lH/Db8eIxPcSIZfKCpNCX7797hBIGITjtKehczf3MijG1WuvPJKTj/9dJ577rkOjWV7cPTRdgrmrbfeYsqUKcydO5dYLEZxcbH32+BOUI2NjZSVle20sexukFKyevVqampq2Geffbok0TAMg/nz5zNy5Mjdmmjs9dlIYo8iG5FIhLKyMubPn09+fn6X/BJFIhH69evHnDlzGDFiBN27d9/VQ/rO4Fac6LrOc889x0033cT+++/PjBkzmDt3Lhs3bmTw4MGMGzeOk046aavH69mzJ5ZlbTVKNHDgQM477zzuv/9+rr/++pTI2Pi3P26zfUcJCCRLXNNbxm9LhGNrUQ2ADWOH0WfO8jZRjR2JaGyNcLjHV33bWKZEcQIapm4xdsYHvPXWWxzcvz8/HjOGj6+8EiBFk7MzkJubyy9+8Qs0TUMIwZAhQ8jNzc34Wdi4cSOFhYUZjrLnwTAMlixZgmmaTJw4sUtqNEzTZMGCBeTm5u72VSeSjmm1/hewR5ENsEuf3Jp4XdfbmPR0BRQXF5OVlcW3335LUVFRl9Oh7AjcaM4ll1zCmWeeybRp07jtttt4/PHHsSyL5uZmhBCsXGk3HisuLt6i82NH01EXXXQRTz75ZId8TzIRkNlHHNhmWfqPTEaLc7Ot5sMf1chELDLBDKZ+zjMbeu2cOyypSw5fMz/jukQiwbRp07wo01dffcU+++yz09KEUkrmz59PNBrlyy+/5O677wbYYnPAN998k5tvvnmnjGd3gqtpKygooG/fvl32d2XlypWEQiGGDh36P5du7srY48gG2CmJWCzG7NmzGTdu3BYno90V+fn5jB8/HsuyWLp0KQMGDPifS6vk5eWRk5NDTU0N3//+97n11lspLS0FbGO38vJy5s2b59XW74hA+JFHHqG+vp5bb711u+66J773Scbl3xyyX4f239ZQa6YKlO11B+0oLENyTOOibdqnpaWFSCTCunXrADva1JkThGma1NXVUV1dDcCoUaM8cfHSpUv56KOPmDp16hb3X7ZsGQMHDuy0Me1ukFKydu1a6urqGD9+fJer2nMhpURKycCBAwkEAl2CaLQ0LH/r0xmHdkZ4uqYTjrFLITqrO+d3hX322Ud+8803Hdq2srKS1atXM2HChC5rMex2mFyzZg1Dhw6lV69eu3pI3ymeeeYZfvjDHwLw+uuvc8wxqY6RlmXR2tpKdnY2ixcvJhqNekZM20LOpJT07NmTmpoa3nzzzS36MnQ2Pp0wqY2OY2s9UNKfV5YOpueclSnL0tGRyMax+rJtfwFbwaOPPsqNN97I3/72N44/vuOGXO3BNE0SiQSRSIRvvvnGM4jr3r17Sup0/fr17Lffftx2222cf/75GY81f/58Tj31VJYt6/zXvTsgHo+zZMkSwCZiXTG1DPb3c9WqVV5KbFsghJglpdxnJw1tLzqIPTKy4aJXr16eWU1XNKoBOw3Qt29f8vPzWbx4MVlZWbu3IKoT0NraSjwep6CggEcffdRbPmXKlDbbKoriRa5GjRpFfX091dXVLFu2jPHjx9PY2IimaVuNbgkhuOKKKwgGg0yfPp2nnnqKc889t3NfWDs4YM6s7+Q83zV0Xeff//43Y8eORVVVjjoqc/+ajkBKSXV1NdXV1dTW1lJcXMzQoUOZOHFiu9Gs/v3788YbbzB16lQOOuigjJPUjBkzvBTPngYpJbFYjIKCAkpKSrpEJKA9uJGZCRMm7Oqh7MV2Yo8mG2CH24uLi0kkEliW1WUjHDk5Oeyzzz4oikJFRYXXc2RPxPHHH8+iRYt45plnvMqBG264Yat6CiEEhYWFKWK/pqYm1q9fj6qq9OzZc4s/ujfccAOJRIK//OUvzJ+fWYOwu8J10d2d8Pnnn3Pqqady0kkncf7552/zXbVhGGzebHf/7tWrFw0NDRQVFTF8+HBPi7W1tFkikaCoqChj12HDMHj++ee55557tmlcuzssy+Lbb79FVVUGDhxIfn7+rh7SDsFtlDd+/Pjdot/JXmwfuqZCaBuhKAp1dXXMmTOHaDS69R12U7g/rEII5s2bx8aNG+lqabCO4L333sM0TW655RYGDBhAZWUlt9566xZFfu2hX79+TJ06lREjRqCqKkII1q5dy+LFiykvL6e1tTVl+/LyclatWsVFF13UWS/nO0F5efmuHkIb7L///rz33nsIIZgwYQILFizgvvvua3d7Nz0ipWTOnDl8/vnnVFVVeRUTw4YNo7i4eJtE3w8//DA///nPM6bUnnnmGfLy8jj88MO3/cXtpmhtbfV+57qiSZcfUkqam5spKChg0qRJe3zTyj0d/xNkA+w7o4EDBzJ37lyam5t39XB2CL169WLChAmUl5ezYcOGXT2cTsett95Kfn4+FRUVdOvWjU2bNjFjxgx0Xd+u4wkhyM/P94RxvXr1orCwkLq6OubOnYtpmjQ1NVFZWUl9fT3A/5wYd2dA0zQOP/xwpJQ89dRTlJWVcdVVV6VsYxgGa9asYe7cuXz22WdUVFQghGDo0KEccMABjB07dofKv9esWcPEiRPbLI9Gozz44INcddVVXbL8sz2Ul5fTq1cvSktLu2QlngspJcuWLWPlypVIKfeo9+h/Ff9TMani4mJUVSUajXb5FIRrc+4KJBOJRJcPl7q44YYbuP766/nyyy95+umn+f73v8+aNWt46aWXOPnkk3f4+OFwmOLiYoqLiz23VtM0qaqq4pe//CUHH3wwwWAQ0zSxLKtL/2jvakgpURSFN998EyEEH330EevXr6euro7evXvTvXt3TNOkf//+5Ofne2HyztIl6bqeMfT+4osv0tjY2CmC1V0N0zRZtWoVxcXFDB48eFcPZ4fhVuAlEgmvFcVedH38T5ENwNMAbNq0iezs7C49QSuKgqIoNDU1sWTJEnr27MmgQYP2iLsAIQRTp071yhb/9Kc/cf755/Pll1/ym9/8ptPKmYUQNDU1eXn7TZs28dFHH1FYWOh1pQ0EAuTk5FBSUkJOTg6JRIJgMLhb/Qjut1/HSmy/K1iW5V3XpqYmbr/9doYPH04wGKS1tZXi4mIKCgpQFGWbqws6iuXLl7NkyRL69evXZt3FF1/M9OnTu7wGoLa2luXLl5Ofn7/bG1x1FIZhoGkaI0eO7LJeIHvRFnt06euWUFtby5IlSxg1ahRFRUWdMLJdC13XWblyJdFolIkTJ+5WE2FnYb/99uOLL75gyZIlndrh8brrruPOO+/kzDPP5M4776SkpMRbJ6WktbWV5uZmcnNzURQF9/OXm5tLcXExPXr0IB6P71ICUlNTs8vcZg3DoLm52fvr3bs3P/7xjwkGg2zYsIE//vGPHtH4riClZPr06Rx++OFcc801bdZPmTKFPn368Oqrr35nY+psWJbFvHnzGDBgwB7RhMw0TdatW0dJSUmnkoy9pa+7B7o2rd8BFBUVUVpa6vUhKSgo2NVD2iEEAgFGjRpFIpEAYN26ddssptvd8eqrrzJmzBiWLl3KiBEjtmtij0ajLFiwgKqqKnr37s3rr7/O448/zsyZMzn44IPbbC+EICsrK0XDsf/++5NIJGhqavIm0Pnz5xOLxcjOzqawsJBBgwbR0NDgVUCFQqGdepe2cOFCrwFdZ8M1U1IUhZqaGqLRKLFYDEVRGDp0KGvWrKGxsZGcnBzy8vJ4/PHHU/qezJ071zNj+65w0UUXUV9fzxVXXJGy3DAML4XSnvfG7gy3BLiyspLS0lLGjx+/R9xYGIbBggULiEQie8Tr2Yu2+J+NbLhobm4mHA57KYk9AZZlsXr1aqqqqhgyZEinuzbuSrz55ptcd911dO/enRdffLHDJPHdd9/lzjvv5IsvvmDEiBH06tWL1atXM23aNM466yz23XffHR6brutEo1GklBQUFLB+/Xo2b95MLBYjkUhw4IEHUldXR1VVFZFIhHA4TFFREZqmEY/H0TTN6+Wxrfjwww+3mWy4ehXDMIjFYhiGga7r5OXlIYRg2bJlxGIxYrEYffr0YciQIZ5NfCQSISsrK2NPkWg0ytKlSznjjDNYsWIFmzdv/k6jh/fddx+33XYb69ev90hieXm51/NGVVUee+wxzjvvvC71vYjH4yxfvpzW1lZGjBjRpVPAfliWxZw5c8jNzWXYsGGd/p7sjWzsHvifjWy4cIWi8+bNo2fPnhnr8bsa3DvOnj17smzZMgKBwB6RKgKYPn06Rx11FFdddRWTJ0/m97//PSeeeCJgl/3dfvvtPPXUU16EQVVVTNOkpqaG2267jf/85z87rdIkEAikTAD9+/f3KmDciT0rK4uCggJisRh1dXXk5OR44XDDMDyx5ODBg1mwYIGXv87KymLIkCFs3ryZhoaGlHMYhkFdXR2rV68GoFu3buTn5/Ptt99iWRaGYRAOhykpKWHVqlXU1NRgGAaGYXDQQQdRW1vL2rVrPbITDofJzs6muLiYcDhMOBz2tA1Dhw7d6nXIysriv//9L4WFhTQ1NX2nYuw//elPXHXVVVx//fUp73PPnj05/PDDqaysZNGiRRx66KFdhmi4N4RNTU3k5uYyZsyYPebGyI2YDR48mIKCgi7znuzFtuN/PrLhIhqNMm/ePPr3759RUNZV4XY9ra6uRtd1+vTps8d8oV9//XVuuukmmpqaPOOfQCDAl19+SSQSoa6uzjNz23///buEVbM/ZdHS0oKu6xiGAUD37t2pra2lqanJ275Pnz6YpsmiRYs8zUZhYSF5eXlePxJN04hEIhQWFtLa2oqU0iMWO2PS+u9//8u5557LzJkzGTVqVKcff0s4//zzGThwIDfddFPGz/m7777Lz3/+cxYuXPidjmt7EY1GWbZsGX369NnjWhXEYjEWLFhAaWnpThW37o1s7B7YSzZ8iMVizJ8/n9LS0j3OZ6GlpYXly5cjpWTEiBFdsjldJkgp+eqrrygvLycej3PwwQfvEdGprgopJePHj+eOO+7g2GOP/U7PW1ZWxsKFCykvL6d3794Zt7vqqqsoKCjgN7/5zXc2tu2BlJJ169axYcMGSkpK6Nu37x5zkwB2FHLevHn07dt3pzeG20s2dg/8z6dR/AiHw54l+ObNmyksLNxjwpXZ2dmMHz/ea+o2ZswYL7TflSGE6BS9RVfH9mg2dgbefPNN4vE406dPB+D999+noqKCs846a6eed+bMmSxcuJClS5e2SzTAtr7eWaW2nYVEIuEJuydNmtRlWyy0Byml18na1dHsxZ6PPWMm7UQoiuJ1Wl2wYMF2u1bujnCbuo0ePRrTNJk1axYVFRV7pOX5Xnz3sCyL//u//+Ohhx5CURRee+01jjjiCM4++2wsy9qp577gggsAttof5oc//CH33HNPiu7lu4BlWRx77LGUlZURj8e95fF4nDfffJM1a9YQjUZZuHAh8+bNA6CkpGSPIxo1NTVYlsW4ceP2Eo3/MewlGxkghKC0tJTs7Gxmz55NLBbb1UPqVAghUFWV4cOHs2nTJmbNmpWiA9iLvdgefPLJJ4RCIY444gjvuYudFUGTUvLss88ipeyQePXwww/n+OOPZ+jQoVRVVe2UMaVDSsltt93Ge++9x4IFC7jyyiuZMWMGn3zyCfvvvz8333wz06ZN4/jjj2f16tV7pE+OlJLVq1ezcuVKEonEHhMx3ouOY+873g7c/gyDBg0iEAjs9DuzXYG8vDwmTJhASUkJqqqSSCRoaWnZ1cPai+3ArjJ1+vbbb73I2IUXXsjdd98N2E6s7uPHH398p06eZ511FmvXrmXGjBkd2v5Pf/oTRx55JK+99tpOG5ML0zQ555xzmDFjBsuXL+e1115D13Xuu+8+Lr74YiZOnEhpaSkVFRV8/PHHKIqyRzgA+yGlZNGiRTQ0NDBp0qQ9xul0L7YNe8nGVtCzZ08URWHevHls2rRpVw+n0yGEoEePHmRlZdHS0sLcuXNZvny5Zw62F10DY8eO/U7P19LSwtFHH83gwYN55plnsCyLVatWcdpppzF37tz/b+/eg7Su6jiOvz+L4giKIoIisGhpqyjgpRhFSrMo4yJY3sctB8aRKbPwNmqo40w1Fl3MSSwiyvwDHDFNiAxFLoWIyqJAFpfEdQEVNRSUuH/645wHlouKyXNh9/uaYYbnt8/z4/yW3fP7nu/5/s7ZVj8ye/ZshgwZUrR2SGLEiBHAnj2WW9CjRw8mTZq0y66/H1ehsHPDhg3U1tbSpUsX6uvrmTlzJtXV1QwcOJDRo0czbtw4hg8fzosvvkhNTQ3z589n48aNDBgwYK+2p9wKT8N17NiRnj17NqlFBsNHE8HGHpBETU0NDQ0N23YhbIratm1Lr169qKqqYu7cuWzZsqXcTQp7aMGCBSX99+rq6pgyZQotW7aktraWFi1abFtP45RTTmHJkiUAe/1mvrMZM2ZQV1dH7969P1JGYOjQodhm0KBBO9RQfFzz5s2ja9euDBs2jJUrVzJhwgSmTp26rfZi69atbNq0iRUrVrBs2TJOPfVUbrzxRqqrq/daGyrFmjVrmDNnDuvXr6ddu3YxddLM7XOPvkp6DCjPJhAhhBD2NW/aPrfcjWju9rlgI4QQQgj7lshrhb1GUum29QyhAihXvkqKNYtC+AARbISPTdIRkn4OfKXcbQmhlGxb0nHASElPSPqppE7lblcIlSaCjfCRSeoqqU7SlQC2XyetRnukpCg3D82GpM7Ab4FngDsAAcdKaiHpu5JqJR1azjbuTZK6S3pB0sOSxksalo/3kdQ3fz1q6sIuIvX3f5LUCjgWaLC9WlIL4MfALGCi7U2SbgHWA/faLm5ZfhFJ6gl8E/gDMBt4C+gA3C1pqe1pwELgaOAIYHmZmhpCqV0ErLI9Lr/+m6RPAT8AOgOtgMsk9bfdFBbrOR7YAPwQOAmol9Qe+B5QDbwBrJJ0m+1/SToSuBV4F7jV9kZJx5P6imm2996jQKGiRWYjk9RK0ick9ZJ0kaTWkk6SdLekCZJmShoiqbB+8DDgHuAqSYfZ3gJcSBrlHJPfY1JnU/nbjTYi6fid6i/OBf4NfBnob/tdYBywAPi8pMuAvwLtgeLuqhQAkHSupEWSlkq6KR87StKTkv4kqXT7ujdTkg4mTR22ljRZ0tj8pQtIwfjXbX+V9LvzhfyZLpLGSPqlpH2qX8iOAp6x/azt39l+khQ4PEfqG862fVEONKqAs4BlQD1wfj7HJcBk4EsAuc8dJem0Ul9MKJ0INrabADwJ3AJcARwI9CRF8n8GrgEetr0+p0XbAp8DWgOFHQWnA28DffPr1/N5KrpTKQQWki6R9E/gQeB6SYVVkjYBk0gdRI987HnS9Y0nfW86kbI4R5es4c1UzqLdQ7rRdQMuldSN9P/wbWAMcHn5WthsHAKcTpo+OR9oJelkUrZjQqNMRnugsDvcBcATpJvvaQB5cHN7o4FMJTsYuETSI5KuzcdakLIcX8vBVOE6WpKCrsnAIuCEfPw90kCssINim/x6cwnaH8okgo3t1gE32B5su5/tN0npwmk5gn/e9ur83s2ktOD5pBtxYVenLaSO/gRJg0kdSitSwFFRJLWTdJOk54HvSzqCFEiMAE4mdRS35rc/B9wE3AZMzMeeIgUWi4G7gJtJAVh7SYeU5CKar17AUtsv2d5ICvgGkTr9rflP09pcozJ9EnjB9tOkfmAycAPQyfbkRu/7LPB0/nsH4AHSDbZQ2zAYuB3oDiDpxDzar8R1y+8jZTrvBPpIuhhYDbwEnEOaah0AYHs98CpwL9AP+GM+RxfSzyx5yqmK1KeuK9lVhJKLmo3tVgFnSVoEHGh7Dmn+8RpJ5wFLgTG2Z9h+V9LfSVmQx0jFYQD/zedZDJwJLCF1Qq1Leyl75BxScHE1qc7kONIobaTtLfnpkiWS9rc9Mxd+rrU9P3++HngN6Gd7fM6CXAV0JGWCSrutZvPSCWho9Ho5aZQ4Erif9L0v7p7uAVLt0guSWpMC7c6kTNPjhTdI6g5str0kHzoAmEbqN6bk6a6OpCxhIbgYSJquWEmF1T/ZbiD/7EmaTsrqTrd9XT7WG7hF0ku264C/AC8D7zT6HlSTApBBpOzOWlI/uc/WtYUPF8HGdvOA4aR6i82SHiR1CqNIQUdXYJikw20/ZHsW0H+nc7wG1Ni+XtIJwBDSaKeigo3cOV4BDLX9Wj68WNIxQDtgte13JC0nXeMjtqc2PoftrZJmAucBjwK/IHUYl5FG1qF4dpe1sO160tReKAHbCyWtAp4F1pDqmO4Cukvaz/ZmoJY0BVn4zLWSaoCXbW+QdBZwEKnA8gxSBqQ9qR7q9VJez4eR1DJn0go6kbK/jYOE2aSsTUsA2++RMqONtQHeBKaSpl/2I00/R7FoExbTKNvdD5xouz8p6h4MHGV7vO2ptseSi6AgzZtLqspFUAWvkkYpAFNIc7p9qTC5A+gI9M2FWY/nJ05eZscA6lHy2hn5ene+yc0i1bRge63tH9nuaXtZ0S+ieVvOjoW4nUmj4FBitu+w3Q34BnC37ftI04sPShpDymTcA9tqbbC9qNFTGF8kFVe/ApzRKEvSYHtTSS/mw7WSNEXSDEkTgRNJ/Wa/XO/1GdJ0awOpKBRlhRPkotgDgPW2HyIVkHYjBRux+2MTFpmNLM8vFiwkFTHtXHtwOCnLAbDVu671/h5Qk//+HCkrMpIKC+pypzeNNO1xJ6k463LgUKAPKUsB6abWBiA/bbOz6bb7FLu9YRfPAsflTNQKUnV/TJuUke1FjW6qV5KmCLqSpiXX5ffs8DuUByqnAz8iTSUsBi4lZUleKVHT95jttyVdTnq8/Uhgeb7uM4GzSVnR/wDX5bV32E0f2YoUHL+VXz9F6odmETUbTVoEG1kuaiys/NcX2B9YJOknpPnTDqRpkm/Bbn+JAGaQgxHbmyWNAka9z426bHJNRj1wse1JudPbRBphbJV0HTCTVAB7xwecJ6ZLyiD/bF1NGhG3AMba/keZm9XsFfqEXEj++z34yNGkKZOnbK+TdBdp+mQhKUtacWyvItWlLWh0bCww9n0/tKMtpGzIqvz6V8B3SJmOSsvkhL0oNmLLJH0a+A1pLnEV8DPbcyVdSErvvQoss/3GB5xmnyHpMGAO0CsvSnYzKTMzkVRRfxrpZjbS9trytTSEpknSpcDVts/Mg51HSPVOo20/UNbGlZikqhi8NG0RbDRjOcCoJj2VUgVca3v2bgrBQghFIKlDzhYg6dekaZSz85McITQZEWw0c7kw9KD8dE0IoUwktSEtJFiXi7hDaDIi2AghhBBCUVXUUxIhhBBCaHoi2AghhBBCUUWwEUIIIYSiimAjhBBCCEUVwUYIIYQQiiqCjRBCCCEUVQQbIYQQQiiq/wHtvw+2xAFj4AAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize = (8, 8), subplot_kw={'projection': ccrs.Orthographic(central_latitude=90)})\n", "\n", "im = ax.pcolormesh(Arc.longitude, Arc.latitude, Arc[0,:,:], transform = ccrs.PlateCarree(), cmap='coolwarm')\n", "ax.gridlines(draw_labels=True, linewidth=1, color='gray', alpha=0.5, linestyle='--')\n", "ax.set_title('Near-surface air temperature, Jan 1979', fontsize=16)\n", "ax.coastlines(color='black')\n", "\n", "cbar = fig.colorbar(im, fraction=0.04, pad=0.07)\n", "cbar.set_label('° C')\n", "\n", "fig.savefig(f'{DATADIR}ERA5_Arctic_t2m_Jan1979.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Aggregate over geographical lat/lon dimensions\n", "\n", "We would like to analyse the time series of near-surface air temperature aggregated over the Arctic. To do this we need to average over the latitude and longitude dimensions. As before, we will need to take into account the varying size of the gridded data cells as a function of latitude." ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "weights = np.cos(np.deg2rad(Arc.latitude))\n", "weights.name = \"weights\"\n", "Arc_weighted = Arc.weighted(weights)\n", "Arc_mean = Arc_weighted.mean([\"longitude\", \"latitude\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us create a simple plot of this data to see how it looks:" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "Arc_mean.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice that the `plot()` function now creates a 2 dimensional graph of temperature as a function of time.\n", "\n", "The trend in rising temperatures in the past decades is particularly noticable in the Arctic, and it is much easier to see this if we view the time series of yearly averages." ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [], "source": [ "Arc_yearly = Arc_mean.groupby('time.year').mean()" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "Arc_yearly.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we can see a clear warming trend." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A typical way to view such a time series is to convert the absolute temperature values into anomalies with respect to a climate normal and view the time series as a bar chart. This can clearly highlight which years were on average warmer or cooler than the climate normal." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To do this, we calculate the anomalies with respect to a climate normal:" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "Arc_subset = Arc_yearly.where((Arc_yearly.year > 1990) & (Arc_yearly.year < 2021), drop=True)\n", "Arc_clim = Arc_subset.mean()\n", "Arc_anom = Arc_yearly - Arc_clim" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will now create a bar chart to visualize the time series of anomalies. We want to apply the color blue for years that are cooler than the reference period (negative anomalies) and the color red for years that are warmer than the reference period. For this, the next step is to convert the `xarray.DataArray` object into a `pandas.DataFrame` with the function `to_dataframe()`. Let us add an additional column called `positive`, indicating with a boolean value whether the air temperature anomaly is positive (`True`) or negative (`False`). The result is a data frame with 42 rows (one row per year) and two columns (`t2m`, `positive`)." ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " t2m positive\n", "year \n", "1979 -1.990016 False\n", "1980 -1.263200 False\n", "1981 -0.570731 False\n", "1982 -1.707720 False\n", "1983 -1.338901 False" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = Arc_anom.to_dataframe()\n", "df['positive'] = df['t2m'] > 0\n", "df.head() # show only first five rows" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `pandas.DataFrame` can then be visualized with the pandas built-in `plot()` function. You can customize the plot with the following keyword arguments:\n", "* `figsize`: Define the size of the plot\n", "* `kind`: Type of plot, e.g. `line`, `bar`, etc.\n", "* `color`: color of the bars. With `df.positive.map()`, the colum `positive` is used to distinguish between bars that shall be colored in blue and bar that shall be colored in red\n", "* `fontsize`: fontsize for x- and yticks\n", "* `xlabel`, `ylabel`: Labels for x and y axes\n", "* `title`: Title of the plot\n", "\n", "See [here](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.plot.html) a full list of possible keyword arguments." ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.rcParams.update({'font.size': 18}) # must set in top\n", "df['t2m'].plot(\n", " figsize=(14,8),\n", " kind='bar',\n", " color=df.positive.map({True: 'red', False: 'blue'}),\n", " fontsize=14,\n", " xlabel='\\nYear',\n", " ylabel='Temperature Anomaly',\n", " title='\\nYearly anomalies of Arctic air temperature (reference period 1991-2020)\\n',\n", " )\n", "plt.savefig(f'{DATADIR}Arctic_t2m_anom_bar.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the plot above, you see that since 2005, each year the Arctic near-surface air temperature was warmer than the reference mean for the period 1991-2020." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Seasonal analysis of Arctic near-surface air temperature\n", "\n", "In the final part of this tutorial we will compare seasonal trends in Arctic near-surface air temperature. To do this we return to our monthly geographically averaged dataset, and we will downsample the monthly averages to seasonal averages using the function `resample()`. By specifying `time='QS-DEC'`, the data is split into consecutive three-month periods, anchored at December. If we add additionally the function `mean()`, we calculate the average of the three-month period." ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [], "source": [ "Arc_seasonal = Arc_mean.resample(time='QS-DEC').mean()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the code below, before visualising the seasonal average air temperature data for the Arctic, we create for each season (`winter`, `spring`, `summer` and `autumn`) a `pandas.DataFrame`. We then create a `for` loop to visualise each seasonal time series in a successive plot." ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(4, 1, figsize = (6, 9))\n", "\n", "season_list = [\"winter\", \"spring\", \"summer\", \"autumn\"]\n", "\n", "for i in range(4):\n", " df = Arc_seasonal[i::4].to_dataframe()\n", " mid_range = np.around(df.mean().values)\n", " axs[i].plot(df.t2m, color='blue')\n", " axs[i].set_ylim([mid_range[0]-4, mid_range[0]+4])\n", " axs[i].set_title(season_list[i], fontsize=12)\n", " axs[i].tick_params(axis='x', labelsize=10)\n", " axs[i].tick_params(axis='y', labelsize=10)\n", "\n", "fig.suptitle('\\nArctic seasonal averages of 2m air temp - 1979-2020\\n', fontsize=16)\n", "fig.tight_layout(pad=1.0)\n", "\n", "fig.savefig(f'{DATADIR}Arctic_seasonal.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note the difference in variability of the seasonal average of air temperature in the Arctic: mean summer temperatures seem to be more constant compared to the other seasons." ] } ], "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 }