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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "# LitPop class\n", "\n", "The modeling of economic disaster risk on a global scale requires high-resolution maps of exposed asset values. We have developed a generic and scalable method to downscale national asset value estimates proportional to a combination of nightlight intensity (\"Lit\") and population data (\"Pop\"). \n", "\n", "Asset exposure value is distributed to the grid proportzonal to $Lit^m Pop^n$, computed at each grid cell:\n", "\n", "\n", "$Lit^mPop^n = Lit^m * Pop^n$, with $exponents = [m, n] \\in \\N_0$ (Default values are $m=n=1$).\n", "\n", "\n", "For more information please refer to the related publication (https://doi.org/10.5194/essd-12-817-2020) and data archive (https://doi.org/10.3929/ethz-b-000331316).\n", "\n", "How to cite:\n", "\n", "Eberenz, S., Stocker, D., Röösli, T., and Bresch, D. N.: Asset exposure data for global physical risk assessment, Earth Syst. Sci. Data, 12, 817–833, https://doi.org/10.5194/essd-12-817-2020, 2020.\n", "\n", "\n", "## Input data:\n", "\n", "All required data except for the population data (GPW) is acquired automatically when LitPop is initiated.\n", "\n", "*Nithlights*: Black Marble 2016 annual composite of the VIIRS day-night band (DNB) at 15 arcsec resolution is downloaded from the NASA Earth Observatory: https://earthobservatory.nasa.gov/Features/NightLights (available for 2012 and 2016 at 15 arcsec resolution (~500m))\n", "\n", "*Population*: Gridded Population of the World (GPW), v4: Population Count, v4.10, v4.11 or later versions (2000, 2005, 2010, 2015, 2020), available from http://sedac.ciesin.columbia.edu/data/collection/gpw-v4/sets/browse.\n", "\n", "The GPW file of the year closest to the target year is required.\n", "To download GPW data you need to register on the SEDAC website (for free).\n", "Then you can access the download site, i.e.: http://sedac.ciesin.columbia.edu/data/set/gpw-v4-population-count-rev11/data-download.\n", "There, choose the settings as shown, ticking the box of the years you need:\n", "![Screenshot%202019-04-18%20at%2010.52.04.png](attachment:Screenshot%202019-04-18%20at%2010.52.04.png)\n", "The population data from GWP needs to be downloaded manually as TIFF from this site and placed in the system data folder of climada, i.e.: climada_python/data/system/gpw_v4_population_count_rev11_2015_30_sec.tif.\n", "\n", "Direct download links are avilable, also for older versions, i.e.:\n", "- v4.11: http://sedac.ciesin.columbia.edu/downloads/data/gpw-v4/gpw-v4-population-count-rev11/gpw-v4-population-count-rev11_2015_30_sec_tif.zip\n", "- v4.10: http://sedac.ciesin.columbia.edu/downloads/data/gpw-v4/gpw-v4-population-count-rev10/gpw-v4-population-count-rev10_2015_30_sec_tif.zip, \n", "- Overview over all versions of GPW v.4: https://beta.sedac.ciesin.columbia.edu/data/collection/gpw-v4/sets/browse\n", "\n", "*Macroeconomic indicator*: Available macroeconomic indicators can be selected via the variable fin_mode:\n", "- 'pc': produced capital (Source: World Bank DataBank), incl. manufactured or built assets such as machinery, equipment, and physical structures (pc is in constant 2014 USD, data is available for the years 1995, 2000, 2005, 2010, 2014). The pc-data is stored in the subfolder *data/system/Wealth-Accounts_CSV/*. Source: https://datacatalog.worldbank.org/dataset/wealth-accounting\n", "- 'gdp': gross-domestic product (Source: World Bank)\n", "- 'income_group': gdp multiplied by country's income group+1\n", "- 'nfw': households' non-financial wealth (Source: Credit Suisse, of households only)\n", "- 'tw': households' total wealth (Source: Credit Suisse, of households only)\n", "\n", "Regarding the GDP (nominal GDP at current USD) and income group values, they are obtained from the [World Bank](https://data.worldbank.org) using the [pandas-datareader](https://pandas-datareader.readthedocs.io/en/latest/remote_data.html) API. If a value is missing, the value of the closest year is considered. When no values are provided from the World Bank, we use the [Natural Earth](https://www.naturalearthdata.com) repository values.\n", "\n", "## Downloading existing LitPop asset exposure data\n", "\n", "Readily computed LitPop asset exposure data based on $Lit^1Pop^1$ for 224 countries, distributing produced capital / non-financial wealth of 2014 at a resolution of 30 arcsec can be downloaded from the ETH Research Repository: https://doi.org/10.3929/ethz-b-000331316.\n", "The dataset contains gridded data for more than 200 countries as CSV files. [These can be imported into Python using the Exposures class, i.e. *Exposures(pd.read_csv(file_name))*]\n", "\n", "\n", "Please refer to and quote the related publication if you are using LitPop exposure data in your studies:\n", "https://doi.org/10.5194/essd-2019-189.\n", "\n", "\n", "## Initiating LitPop()\n", "\n", "The `LitPop` class inherits from the [`Exposures`](climada_entity_Exposures.ipynb#Exposures-class) class. It provides a `set_country()` method which enables to compute exposure data for a country using different settings and input data. The first time a nightlight image is used, it is downloaded and stored locally. This might take some time.\n", "\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2021-03-05T11:31:39.136794Z", "start_time": "2021-03-05T11:31:35.824804Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/ckropf/opt/anaconda3/envs/climada_uncertainty/lib/python3.7/site-packages/pandas_datareader/compat/__init__.py:7: FutureWarning: pandas.util.testing is deprecated. Use the functions in the public API at pandas.testing instead.\n", " from pandas.util.testing import assert_frame_equal\n" ] } ], "source": [ "# Import required packages:\n", "import numpy as np\n", "import pandas as pd\n", "from matplotlib import colors\n", "from iso3166 import countries as iso_cntry\n", "\n", "from climada.entity import LitPop" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Country Exposure\n", "In the following, we will create exposure data sets and plots for a variety of countries, comparing different settings.\n", "### Default Settings" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2021-03-05T11:32:07.198242Z", "start_time": "2021-03-05T11:31:39.139882Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2021-03-05 12:31:39,141 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:31:39,142 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:31:39,143 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:31:39,144 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:31:39,146 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:31:40,925 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30.0 arcsec.\n", "2021-03-05 12:31:51,305 - climada.entity.exposures.gpw_import - INFO - Reference year: 2016. Using nearest available year for GWP population data: 2015\n", "2021-03-05 12:31:51,306 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2021-03-05 12:32:06,003 - climada.util.finance - INFO - GDP CHE 2014: 7.092e+11.\n", "2021-03-05 12:32:06,459 - climada.util.finance - INFO - GDP CHE 2016: 6.713e+11.\n", "2021-03-05 12:32:07,115 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:32:07,115 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:32:07,116 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:32:07,116 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:32:07,133 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:32:07,138 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:32:07,147 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 28 s\n", "2021-03-05 12:32:07,148 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2021-03-05 12:32:07,148 - climada.entity.exposures.base - INFO - category_id not set.\n", "2021-03-05 12:32:07,149 - climada.entity.exposures.base - INFO - cover not set.\n", "2021-03-05 12:32:07,150 - climada.entity.exposures.base - INFO - deductible not set.\n", "2021-03-05 12:32:07,151 - climada.entity.exposures.base - INFO - geometry not set.\n", "2021-03-05 12:32:07,152 - climada.entity.exposures.base - INFO - centr_ not set.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/ckropf/opt/anaconda3/envs/climada_uncertainty/lib/python3.7/site-packages/geopandas/geodataframe.py:91: UserWarning: Pandas doesn't allow columns to be created via a new attribute name - see https://pandas.pydata.org/pandas-docs/stable/indexing.html#attribute-access\n", " super(GeoDataFrame, self).__setattr__(attr, val)\n" ] }, { "data": { "text/plain": [ "' In case you encounter an error here, because the GPW data is missing: The gridded population count data used are the following:\\n- Gridded Population of the World (GPW), v4: Population Count, v4.10 or later (2000, 2005, 2010, 2015, 2020).\\nhttp://sedac.ciesin.columbia.edu/data/collection/gpw-v4/sets/browse\\nThe population data from GWP needs to be downloaded manually as TIFF\\nfrom this site and placed in the system data folder of climada,\\ni.e.: climada_python/data/system/gpw_v4_population_count_rev10_2015_30_sec.tif\\n'" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Initiate a default LitPop exposure entity for Switzerland (ISO3-Code 'CHE'):\n", "ent = LitPop()\n", "ent.set_country('CHE')\n", "\n", "\"\"\" In case you encounter an error here, because the GPW data is missing: The gridded population count data used are the following:\n", "- Gridded Population of the World (GPW), v4: Population Count, v4.10 or later (2000, 2005, 2010, 2015, 2020).\n", "http://sedac.ciesin.columbia.edu/data/collection/gpw-v4/sets/browse\n", "The population data from GWP needs to be downloaded manually as TIFF\n", "from this site and placed in the system data folder of climada,\n", "i.e.: climada_python/data/system/gpw_v4_population_count_rev10_2015_30_sec.tif\n", "\"\"\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting\n", "The exposure entity was initiated using the default setting, i.e. a resolution of 30 arcsec and produced capital 'pc' as total asset value, using the exponents $[1, 1]$.\n", "\n", "If the init worked, we can now plot a map of Switzerland's exposure.\n", "We can get a good impression of the exposure distribution in Switzerland by comparing plots with linear and log-normal colormaps:\n", "\n", "(please refer to the exposure tutorial *climada_entity_Exposures.ipynb* for more info on the visualization of exposure data.)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2021-03-05T11:32:24.646744Z", "start_time": "2021-03-05T11:32:07.200857Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2021-03-05 12:32:07,202 - climada.util.coordinates - INFO - Setting geometry points.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/ckropf/Documents/Climada/climada_python/climada/util/plot.py:326: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " fig.tight_layout()\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/ckropf/opt/anaconda3/envs/climada_uncertainty/lib/python3.7/site-packages/cartopy/mpl/feature_artist.py:225: MatplotlibDeprecationWarning: Using a string of single character colors as a color sequence is deprecated. Use an explicit list instead.\n", " **dict(style))\n" ] }, { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ent.set_geometry_points()\n", "# plot exposure with linear colormap and major towns (pop_name=True):\n", "ent.plot_hexbin(pop_name=True)\n", "# plot exposure with log-normal colormap:\n", "norm=colors.LogNorm(vmin=500, vmax=4.0e9)\n", "ent.plot_hexbin(norm=norm)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Settings: fin_mode\n", "Instead on produced capital, we can also downscale other available macroeconomic indicators as estimates of asset value.\n", "The indicator can be set via the variable fin_mode:\n", "\n", " 'pc': produced capital (Source: World Bank DataBank), incl. manufactured or built assets such as machinery, equipment, and physical structures (pc is in constant 2014-USD, data available for the years 1995, 2000, 2005, 2010, 2014)\n", " 'gdp': gross-domestic product (Source: World Bank)\n", " 'income_group': gdp multiplied by country's income group+1\n", " 'nfw': households' non-financial wealth (Source: Credit Suisse, of households only)\n", " 'tw': households' total wealth (Source: Credit Suisse, of households only)\n", " \n", "Let's initiate the entity for Switzerland with the financial mode \"income_group\":" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2021-03-05T11:32:56.755044Z", "start_time": "2021-03-05T11:32:24.649675Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2021-03-05 12:32:24,651 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:32:24,653 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:32:24,654 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:32:24,655 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:32:24,656 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:32:26,208 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30.0 arcsec.\n", "2021-03-05 12:32:36,153 - climada.entity.exposures.gpw_import - INFO - Reference year: 2016. Using nearest available year for GWP population data: 2015\n", "2021-03-05 12:32:36,153 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2021-03-05 12:32:48,789 - climada.util.finance - INFO - GDP CHE 2016: 6.713e+11.\n", "2021-03-05 12:32:48,877 - climada.util.finance - INFO - Income group CHE 2016: 4.\n", "2021-03-05 12:32:49,611 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:32:49,612 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:32:49,612 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:32:49,613 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:32:49,632 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:32:49,636 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:32:49,646 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 24 s\n", "2021-03-05 12:32:49,647 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2021-03-05 12:32:49,648 - climada.entity.exposures.base - INFO - category_id not set.\n", "2021-03-05 12:32:49,649 - climada.entity.exposures.base - INFO - cover not set.\n", "2021-03-05 12:32:49,649 - climada.entity.exposures.base - INFO - deductible not set.\n", "2021-03-05 12:32:49,650 - climada.entity.exposures.base - INFO - geometry not set.\n", "2021-03-05 12:32:49,651 - climada.entity.exposures.base - INFO - centr_ not set.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/ckropf/opt/anaconda3/envs/climada_uncertainty/lib/python3.7/site-packages/geopandas/geodataframe.py:91: UserWarning: Pandas doesn't allow columns to be created via a new attribute name - see https://pandas.pydata.org/pandas-docs/stable/indexing.html#attribute-access\n", " super(GeoDataFrame, self).__setattr__(attr, val)\n", "/Users/ckropf/Documents/Climada/climada_python/climada/util/plot.py:326: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " fig.tight_layout()\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/ckropf/opt/anaconda3/envs/climada_uncertainty/lib/python3.7/site-packages/cartopy/mpl/feature_artist.py:225: MatplotlibDeprecationWarning: Using a string of single character colors as a color sequence is deprecated. Use an explicit list instead.\n", " **dict(style))\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Initiate a default LitPop exposure entity for Switzerland (ISO3-Code 'CHE'):\n", "\n", "ent = LitPop()\n", "ent.set_country('CHE', fin_mode='income_group') # try other fin_modes: 'gdp', 'nfw', 'pc'\n", "# plot exposure:\n", "ent.plot_hexbin(pop_name=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This map shows like the default one above, the only difference is the absolute value per pixel: Note that the range of the color scale has changed because the total asset value estimated with the income_group mode is larger than produced capital stock.\n", "\n", "### Settings: resolution (res_arcsec) and reference_year\n", "\n", "We can also change the resolution in arc seconds to one of these values: 30, 60, 120, 300, 600, 3600.\n", "\n", "$30 arcsec \\approx 1 km$.\n", "\n", "$3600 arcsec = 1\\degree \\approx 110 km$.\n", "\n", "Additionally, we can change the year our exposure is supposed to represent. For this, nightlight and population data are used that are closest to the requested years. Macroeconomic indicators like produced capital are interpolated from available data or scaled proportional to GDP.\n", "\n", "Let's estimate a produced capital exposure map for Switzerland in 2017 with a resolution of 300 arcsec:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2021-03-05T11:33:17.629818Z", "start_time": "2021-03-05T11:32:56.756517Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2021-03-05 12:32:56,758 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:32:56,762 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:32:56,765 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:32:56,767 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:32:56,773 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:32:58,094 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 300 arcsec.\n", "2021-03-05 12:33:01,047 - climada.entity.exposures.gpw_import - INFO - Reference year: 2017. Using nearest available year for GWP population data: 2015\n", "2021-03-05 12:33:01,048 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2021-03-05 12:33:13,581 - climada.util.finance - INFO - GDP CHE 2014: 7.092e+11.\n", "2021-03-05 12:33:14,013 - climada.util.finance - INFO - GDP CHE 2017: 6.800e+11.\n", "2021-03-05 12:33:14,164 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:33:14,164 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:33:14,165 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:33:14,166 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:33:14,168 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:33:14,171 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:33:14,174 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 17 s\n", "2021-03-05 12:33:14,175 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2021-03-05 12:33:14,176 - climada.entity.exposures.base - INFO - category_id not set.\n", "2021-03-05 12:33:14,178 - climada.entity.exposures.base - INFO - cover not set.\n", "2021-03-05 12:33:14,178 - climada.entity.exposures.base - INFO - deductible not set.\n", "2021-03-05 12:33:14,179 - climada.entity.exposures.base - INFO - geometry not set.\n", "2021-03-05 12:33:14,179 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2021-03-05 12:33:14,192 - climada.util.coordinates - INFO - Setting geometry points.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/ckropf/opt/anaconda3/envs/climada_uncertainty/lib/python3.7/site-packages/geopandas/geodataframe.py:91: UserWarning: Pandas doesn't allow columns to be created via a new attribute name - see https://pandas.pydata.org/pandas-docs/stable/indexing.html#attribute-access\n", " super(GeoDataFrame, self).__setattr__(attr, val)\n", "/Users/ckropf/Documents/Climada/climada_python/climada/util/plot.py:326: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " fig.tight_layout()\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/ckropf/opt/anaconda3/envs/climada_uncertainty/lib/python3.7/site-packages/cartopy/mpl/feature_artist.py:225: MatplotlibDeprecationWarning: Using a string of single character colors as a color sequence is deprecated. Use an explicit list instead.\n", " **dict(style))\n" ] }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ent = LitPop()\n", "ent.set_country('CHE', fin_mode='pc', res_arcsec=300, reference_year=2017)\n", "ent.set_geometry_points()\n", "# plot exposure with larger line width for better visibility:\n", "ent.plot_hexbin(linewidth=7)\n", "# Instead of linewight, the gridsize can be adjusted for better visibility (low values --> big markers).\n", "# Warning: If gridsize is changed, the plot doesn't reflect the actual data's grid anymore,\n", "# (please refer to the exposure tutorial *climada_entity_Exposures.ipynb* \n", "# for more info on the visualization of exposure data.)\n", "ent.plot_hexbin(gridsize=20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As can you can read from the logger output above the plot, the following data time steps were used to estimate 2017's exposure:\n", "- GPW Population of 2015 (closest year)\n", "- BlackMarble Nightlights of 2016 (closest year)\n", "- Produced capital of 2014 (closest year), inflated proportional to the GDP increase from 2014 to 2017. This is an inflation of roughly 4.5% in this case.\n", "\n", "\n", "### Settings: exponents of $Lit^mPop^n$\n", "\n", "LitPop per pixel is the product of the exponents of nightlights+1 (Lit) and Population count (Pop).\n", "\n", "$Lit^mPop^n = Lit^m * Pop^n$, with $exponents = [m, n] \\in \\N_0$ (Default values are $m=n=1$).\n", "\n", "We can also change m and n.\n", "\n", "**For countries with badly resolved population data (i.e. Jamaica or Uzbekistan), it can make sense to use nightlights only, i.e. an high exponent of Lit instead of LitPop.** \n", "Note that if Pop is not used, $Lit = nightlights$ instead of $nightlights+1$.\n", "\n", "Let's compare exposure maps for $LitPop=Lit^1Pop^1$ (default); $Lit^4$; and $Pop^1$ Jamaica at a resolution of 60 arcsec.\n", "\n", "Please execute one cell after the other:\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2021-03-05T11:33:41.990407Z", "start_time": "2021-03-05T11:33:17.635786Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2021-03-05 12:33:17,638 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:33:17,640 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:33:17,641 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:33:17,644 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:33:17,646 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:33:19,039 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30 arcsec.\n", "2021-03-05 12:33:28,160 - climada.entity.exposures.gpw_import - INFO - Reference year: 2014. Using nearest available year for GWP population data: 2015\n", "2021-03-05 12:33:28,161 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2021-03-05 12:33:40,090 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:33:40,091 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:33:40,092 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:33:40,093 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:33:40,099 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:33:40,103 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:33:40,109 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 22 s\n", "2021-03-05 12:33:40,109 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2021-03-05 12:33:40,110 - climada.entity.exposures.base - INFO - category_id not set.\n", "2021-03-05 12:33:40,110 - climada.entity.exposures.base - INFO - cover not set.\n", "2021-03-05 12:33:40,111 - climada.entity.exposures.base - INFO - deductible not set.\n", "2021-03-05 12:33:40,112 - climada.entity.exposures.base - INFO - geometry not set.\n", "2021-03-05 12:33:40,112 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2021-03-05 12:33:40,135 - climada.util.coordinates - INFO - Setting geometry points.\n" ] }, { "data": { "text/plain": [ "'Lit^0 * Pop^1'" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ent = LitPop()\n", "res = 30\n", "country = 'JAM' # Try different countries, i.e. 'JAM', 'CHE', 'RWA', 'MEX'\n", "markersize = 3\n", "gridsize = 70\n", "buffer_deg=.04\n", "# The arguments 'exponent' is used to set the power with which Lit and Pop go into LitPop:\n", "ent.set_country(country, res_arcsec=res, reference_year=2014, exponents=[0, 1]) # Population only\n", "ent.set_geometry_points()\n", "ent.plot_hexbin(gridsize = gridsize, linewidth=markersize, buffer=buffer_deg)\n", "# note: buffer_deg adds a buffer around the plotted data to show the whole country\n", "\"\"\"Lit^0 * Pop^1\"\"\"" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2021-03-05T11:34:06.428897Z", "start_time": "2021-03-05T11:33:41.992466Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2021-03-05 12:33:43,534 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30 arcsec.\n", "2021-03-05 12:33:52,489 - climada.entity.exposures.gpw_import - INFO - Reference year: 2014. Using nearest available year for GWP population data: 2015\n", "2021-03-05 12:33:52,490 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2021-03-05 12:34:04,361 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:34:04,362 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:34:04,362 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:34:04,363 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:34:04,368 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:34:04,373 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:34:04,402 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 22 s\n", "2021-03-05 12:34:04,403 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2021-03-05 12:34:04,403 - climada.entity.exposures.base - INFO - category_id not set.\n", "2021-03-05 12:34:04,404 - climada.entity.exposures.base - INFO - cover not set.\n", "2021-03-05 12:34:04,404 - climada.entity.exposures.base - INFO - deductible not set.\n", "2021-03-05 12:34:04,406 - climada.entity.exposures.base - INFO - geometry not set.\n", "2021-03-05 12:34:04,407 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2021-03-05 12:34:04,436 - climada.util.coordinates - INFO - Setting geometry points.\n" ] }, { "data": { "text/plain": [ "'Lit^4 Pop^0'" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# JAMAICA continued:\n", "ent.set_country(country, res_arcsec=res, reference_year=2014, exponents=[4, 0]) # Nightlights^4 only\n", "ent.set_geometry_points()\n", "ent.plot_hexbin(gridsize = gridsize, linewidth=markersize, buffer=buffer_deg)\n", "\"\"\"Lit^4 Pop^0\"\"\"" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2021-03-05T11:34:30.749331Z", "start_time": "2021-03-05T11:34:06.433904Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2021-03-05 12:34:07,811 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30 arcsec.\n", "2021-03-05 12:34:16,839 - climada.entity.exposures.gpw_import - INFO - Reference year: 2014. Using nearest available year for GWP population data: 2015\n", "2021-03-05 12:34:16,840 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2021-03-05 12:34:28,830 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:34:28,830 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:34:28,831 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:34:28,832 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:34:28,840 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:34:28,843 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:34:28,873 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 22 s\n", "2021-03-05 12:34:28,874 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2021-03-05 12:34:28,875 - climada.entity.exposures.base - INFO - category_id not set.\n", "2021-03-05 12:34:28,876 - climada.entity.exposures.base - INFO - cover not set.\n", "2021-03-05 12:34:28,877 - climada.entity.exposures.base - INFO - deductible not set.\n", "2021-03-05 12:34:28,877 - climada.entity.exposures.base - INFO - geometry not set.\n", "2021-03-05 12:34:28,878 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2021-03-05 12:34:28,896 - climada.util.coordinates - INFO - Setting geometry points.\n" ] }, { "data": { "text/plain": [ "'Lit^1 * Pop^1'" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ent.set_country(country, res_arcsec=res, reference_year=2014, exponents=[1, 1]) # Default LitPop [1, 1]\n", "ent.set_geometry_points()\n", "ent.plot_hexbin(gridsize = gridsize, linewidth=markersize, buffer=buffer_deg)\n", "\"\"\"Lit^1 * Pop^1\"\"\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For **Switzerland**, population is resolved on the 3rd administrative level, with 2538 distinct geographical units. Therefore, the purely population-based map is highly resolved.\n", "\n", "For **Jamaica**, population is only resolved on the 1st administrative level, with only 14 distinct geographical units. Therefore, the purely population-based map shows large monotonous patches. The combination of Lit and Pop results in a concentration of asset value estimates around the capital city Kingston." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Multiple countries\n", "Computing LitPop-entities for a list of countries and plot a log-normal exposure map:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2021-03-05T11:34:57.359928Z", "start_time": "2021-03-05T11:34:30.751873Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2021-03-05 12:34:30,753 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:34:30,754 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:34:30,755 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:34:30,759 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:34:30,763 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:34:34,178 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 120 arcsec.\n", "2021-03-05 12:34:37,380 - climada.entity.exposures.gpw_import - INFO - Reference year: 2014. Using nearest available year for GWP population data: 2015\n", "2021-03-05 12:34:37,380 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2021-03-05 12:34:51,480 - climada.util.finance - INFO - GDP TZA 2014: 4.996e+10.\n", "2021-03-05 12:34:52,171 - climada.util.finance - INFO - GDP RWA 2014: 8.246e+09.\n", "2021-03-05 12:34:52,855 - climada.util.finance - INFO - GDP BDI 2014: 2.706e+09.\n", "2021-03-05 12:34:53,047 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:34:53,048 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:34:53,049 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:34:53,049 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:34:53,051 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:34:53,254 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:34:53,255 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:34:53,255 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:34:53,255 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:34:53,257 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:34:54,123 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:34:54,124 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:34:54,124 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:34:54,125 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:34:54,146 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:34:54,155 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:34:54,166 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 23 s\n", "2021-03-05 12:34:54,167 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2021-03-05 12:34:54,168 - climada.entity.exposures.base - INFO - category_id not set.\n", "2021-03-05 12:34:54,169 - climada.entity.exposures.base - INFO - cover not set.\n", "2021-03-05 12:34:54,170 - climada.entity.exposures.base - INFO - deductible not set.\n", "2021-03-05 12:34:54,171 - climada.entity.exposures.base - INFO - geometry not set.\n", "2021-03-05 12:34:54,173 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2021-03-05 12:34:54,223 - climada.util.coordinates - INFO - Setting geometry points.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/ckropf/opt/anaconda3/envs/climada_uncertainty/lib/python3.7/site-packages/geopandas/geodataframe.py:91: UserWarning: Pandas doesn't allow columns to be created via a new attribute name - see https://pandas.pydata.org/pandas-docs/stable/indexing.html#attribute-access\n", " super(GeoDataFrame, self).__setattr__(attr, val)\n" ] } ], "source": [ "# Initiate GDP-Entity for Tanzania, Rwanda, and Burundi:\n", "ent = LitPop()\n", "countries_list = ['BDI', 'RWA', 'TZA']\n", "ent.set_country(countries_list, res_arcsec=120, reference_year=2014, fin_mode='gdp')\n", "ent.set_geometry_points()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2021-03-05T11:35:04.597044Z", "start_time": "2021-03-05T11:34:57.361586Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/ckropf/Documents/Climada/climada_python/climada/util/plot.py:326: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " fig.tight_layout()\n" ] }, { "data": { "text/plain": [ "'GDP downscaling with LitPop for Tanzania, Rwanda, and Burundi (2014)'" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/ckropf/opt/anaconda3/envs/climada_uncertainty/lib/python3.7/site-packages/cartopy/mpl/feature_artist.py:225: MatplotlibDeprecationWarning: Using a string of single character colors as a color sequence is deprecated. Use an explicit list instead.\n", " **dict(style))\n" ] }, { "data": { "image/png": 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bgLeBiYE/01AdPMrT2YXqZZ686ZFOTJY2lPy6ftTW7BRcE5+XnyaLnInWv6mxOvFLYFaQlx+gsuIK4NQs4R4GPB+7dgqd/dsAtI+a59P7SqDK38s5PuHvz/Tl5ym0DnXR7cL39nkV9Y2boob1oG3sHFRfvxPYF5VPXwv8mQfsF/N7LFlkZLSeHtvdelpEejzq03svnxZ3oG3ORj7/Zvl0Wgn8j2AMhKBexsLLqJfe3Y058vJmgnaym++Vr4+ZTmff0KUcxvL7OB/fZrSPqQdWxP3x/78K1Pvf2/jnV6D19qBY+FeibVwdqotuniNv6tF60IAaHhXjd159hixjqGE6UHhsZRqdsvY87zaSoXf217O2df7ePr68rERlk8fIrS90hOX/b+vDi/TvfGNmk9G6ehm5y+jeOd4rSoOs47453EZy7lB0jOEj//735ni3rGPDufI9T1nvrpyRK19XBPnY4N2Oobh2Met4cZa0MR2ghDpArMz8EO2H3i8UlwLxLKkO4J95lEwdYCsy2/k9yNQBFgLfDZ7vTb0plQ4wCniAzjHZIYH7g9C+YYVPx22Ce59DZZQ1Tgfw96ZTRP+YI9wOHSCPmy5pTYl1AH/vEl8uVvkyFNcB8o4BdSNv+kUHKCIek+mqA8wCjozl0y9Rg/vIzWz8HEMOf0uqA3Tj/f+OlylQHWABmXNQa4IO8E+CPgitx9cF+ZdTvupG+HPJMe5OP+gAuT59sjOC0+0e5qFbP1Q75y4M73uLll1QpfBFn6iT0VWkW6DWf3+KebsnqkTvC5wu2Y+K+DXaGUeWQtcW6ffuqILxlULvJiKfBnZBVwEVy06o4DcSrUjFcCQqOI5EBzJP9eFviyo7R6PC0DC0AS+GBCqkb46urmrCp4Vz7kxU2Iu2JTsxpy/FsxudlpJbASnn3NvB/ZfRMpANAc6nc/XxpmjDi4hsja5O2dE5V4Pm29wi4nMzumpisPenDF2ZE52VcgM6UDoWFRj2RStU3vgEHIEKPIOdc+0icr/o1nbZPvdnfWmRUWhaRek2Dk0nAJxzDajQVdSOEqJHOkxBV7cUjXNuMqp8XOjLw79zON0V2Bq19jtLRLbx11PAT9BJpJ39/R/Enj0Qnej8LDoh/RUf58PQtD0GXYl/EKoQxSkmjHx8C61HG6NC+3/R+jEUFVh+7eMzFLUQuxStb39ArZGHeX9uRYWX4ahS+J0oABHZ2D97rvf3VODuyMJbRC7PU0ZeCeJ6KyooDPNpE26pU0ybMAkVSod6v+71O2YUYm/gIV/uisLHZyLwonOuFZ2ciCxbd0PbmSdj17qspnTOtaCCeriC5whUEP1YRLZHV2yfgL7zVcDf/W4OoPVkIjrAcDZws4hsFPiV0S6LyK558mKFiOya45U72jlvVT6aoM6Sv53LxudEt4N6W0R+1dPddPL0VfcCu4nIYN8WTkStQrPinHsOrX+hZfO36Ww3TwK+jvajo+mcJI14AO27R6JKWHyLpiPRfrEGeFJETs+XDzneVfx7hO3me865usBZd/IhWh36qogsFN1qemihhzz50uMUYILoFmkTUUPI7zgvoaEK1XC0TfoOcLXv7+hJuqyp+PZkf4KdPJxzH4VufD2ejBo2LEVXysxH0/RQ4DwR+XLwSFFtnNNjJUL5tKVIv+8CBlNgizERGYS2U+8Elx9DB2Sg02p69+D/Y/53j/tN1IDvQFR22cG/R8gSOne3+S5wsW9Ds74GOeSdQvJ9d+mDupsvzfZF03crNO++SXZZIs4NwBGR5b3oDlVfBm7z1+7zcdrYXz9ZRKJ8yBaf99H0/5d3MxTNo22dcwuBLX0dfgpdRVEH7O+vnePvh1uiTxTdRrCCznIWlxXfxQ90FPG+iB67tAOqDBdymxQ9ZmAJuvKqQ3dA9Yo4G6L98MboYOIl/j2mooN7x6By5EdouY3v1PMHf+09MuXMn6J17QC0XE9BB6TiRGEMxk/ESfd2tzsE7f8+4/15F520H4rqVX8TkQ/RerU7mofD0MGtZ4BrpHMFdtI//wW0PG4KUEieKUaf8GHcgyr7Q9F27eDoJURXH53q3+XTqHwHOjCzBE3/fdDB5avQ8phvNaIDHhaR59F+/B7nXBrVK69CDaduDtxHK0tmi27B3DEO4Jybj04MRdtbRrLi07Fr2WTFRehAVXiU0rdRI9A2n9dnoIajI7y/twVl+Fl0ou11VJd8REQeF5EdvV97+utzgF+KbqX6CjBOOo+cSIluAbpCRDbLkV690Ymz8TXRLepfF5Hvx+rlv5xz4W54E4HFzrk5cU/8e5YBP/Z5eYS/dTOqS1yFlpsWOnfY+0nQHv3HX/s78KmgfkKmrPg7/97boXr2xvidRMgzPhFwNDpBWQN8ENOfUmg93xYdaE7SucPDYfh6hrYho1Hd/go0vf9H0MaibdWB8XTKkm5JtM0cISLviG7D+ycRqSr0bBHp0eDf87P++o7oQOhCf397dCBzOKqr/jWQUYcC0VEpjYGMOBUd+I/Xy2x5uUbgnHsTjW+0iq/LcSCiK4OPAl70Mt996KTsSHQniFsiOdpzFNqvDkcnfrrIdK5zS1lQw9Yti/Q7Q5/p+ZvnHFsJiXTowT5t/purrYMOOeZudIJhONoP7VJMZHzfcgwqP0X9c74xM+jUsbOV0WIoOO6bhZtQo6RxaB5dnMPdZLKMDWfL927Etxg5I2u+OueiPKxGJ8aeQCdIimkXs44XZ8F0gNLpAHE97uto/djW+/9KHvnucrJQSh0gxDm3F5nzB29ncRbqAMcCf5bOY4Z6XG/ofx1gK3SF9QNoOzscraMnAYjIVmh7ezLa/v4TPQatwreh96Jt1FB0vKJjd84S6wAhBfvHHOxNpw5QEFFKqgMEbp9D5bBo/OhO6TzGDmJjQKLHoeQbLy6JDtCN5zLwOsBWqLFByM3At7xusQ0q1+TbZbuUOkC+OZTwXatQeTrsb14JxmHB63d53jPya3XqAFOAo0VkLxE5ysf5x8GzOeWrnqTLGkVPrSiIrYaLu6PTymYFKsi+ibckRFcG/iBwuzW6QqEseO4zwf0LgWtzxG8amZa8xfi9RZ733QO11FqBWkQ5dBCqIvZe+XZGmFcgjhl++Od/Gdz/AfCg/30WwSpbOi2rCu6MkOXdtgOWZ4t3Ec/m3RkBFXTn02nNNhFYFHNzPDksZ7L493W0swKtsEvQjq+8mOcDfx7Ar3pEhfJotcQodKClKnB7BPCfQvEJyvuU7sQli5/lqIXlVcG1a4lZyaEDhJNj17KuWkUnGb/pf0+nGyvA4+7Jbo0eWq3NAr6Vw6+TUSEl+u+AXYP/M9AtNUEHkn6cw5+55LbiyhZGvp0RQuva/wMeCP5/jc6V30cDs2LP/xet25uhyvig4N6tQTqdBtwUe/YhdAKy2HyIwhgYXLs5CKOYNuGZ4H4CtYqdWETY/w7LH9pmRG3hW7G0XoW27e+ixheJIPx7/O+XUQF4v9i1rOmBdrYfBn7NBg73v68gtnod3SVl9xx+vQRM8r8nE2uXe/JBBfrleMtWVGF3QGXMTba6mW1nhC3QXTAS6NbXbwC/KDIue5CnrwrrBLpN6wnoIN815LD4DJ47DbjF/x6KKnsb+f9vkrniZSN8H5vFn8E+DtHuRNOBG/sgH8725WiA66yzz8Tc/JbYrgDk3hmhFW1rtkIHqe6O3r+IuORND3QS6hNU6Toiln/xtmQG8KtupsVM1vCdEXK58/60+jK8BJ0U+zxar1JkrpQ5P3oXutnGkblzTDF+d9k1K8t7Nft4p9HJ53CXlmOBvwfl4zh8m+3LwfY5/O1Ov/kowcohdBAuQzaN+X0vOfrZLG6zyTtF7WJCgVVR9LDu5vGvI83QVaVvo8ZFOVdr5PDnTWAf//tE4J/+9050lel/AVyfLz5o2/cfnyf1MTfL88RjDLEV2Oig26sEfQOq68R3flkQT3uyWKyjE3ez6VxZOZPidkaI3uk5OnWemXTdGaGJzvZvNFq39/f5vlvMzz+i24ZHv3PKmWh/PylH3PLJf2EYYwrUk7kEO9SgfcG1/r3HoxNS0aqPh4HXA7eJKA/QQajFZK7AfjpIp27JMzniuhtdV3g8GYRxHZny3FZ0ygSD0TbzAXSwqRbt+xw5VmcBo/33SFR/uii4dxDaHkarNafRuTNCl3EA/8x0dPIo4cvIQFRGia4tz5Ue6CTDU0F5XgR8wf9/gGDliverER30isrweHQ7/0t9OEeh7fg0su+aOIZu7IxAL3Risq+K2hatS0l057aFeHkifKfA/RV0rgSajMoa0Wpc58uG+Lx8w18rQ3WAr6Dbbp6JygFZd0YIwvmt/z3Op+UA73cDsGXgdmdyrAwl+/jEb4psj8ajhkMPo4bivwaWeTc3oEd0Rbsm/Aptr8J6eQuxFUFkkZF9+ju07dwIHRR8Knr/AnHNmR7o2MTl6MD5ElQm2pXOXQEm41d+B8/OAo7OUi+7tLHBM3NZw3dGyOWOTJlrEToIviW+XhH09+ikw7TguVBfrkblv01zxKOjHynS77z6DMXvjJCrz5tGjl0B/LV8bd0xZMrJgrYt+XZGiOTxFDqJu4e/l3fMjM4yKrH3ODpbOuR4r6zjvrnSAK2DaYJVynnyIefYcDzfC/jTXTkj75gZ2o/Nxe8+kcXPbO1irvHiLuUj5pfpAPn96VMdIFZm9upOXLL4uUboALFyeFzwfzo5dAB/bQnwxRx+FV1vKJ0OcEXwP9QBfgXMCO7FdYB4m7jG6ABBvhXdP8bCfofMMYgMHSCW1muMDpDDr+X43TUpYgyoyLzpNx2giLhMpqsOcBmdcnGUT7l0gLl5/C6ZDlDku2fTAW6PuSmpDhD8/wY6B7KUzLG/yeSRr7qRFnNZV3dGKMBw59wQ59w2zrlL/bXR6IBsxAdoBRgVXPswdn90keF11+9sfOTUanUDVNltQgtzsRTyPxvh+TCNaIcA+j4d/jldYViMlSciMlBErhKRD0RkFWpdNlj6+Fw7b4F2AbC/0xWNoI3dBjGnG6CdVDY/RorI7SKywMf1ZrSS45x7BxXupgFLvLtiy8MNdK60Dq21NkeNARYGqwiuQpX5vPEJ6Ek+4/1P+Li0knkmabfSLebn19AJljt6Gq8iyFpORWQrb8W5yKfXeXRNr1xlfFN0QjsvRYaRj8XB76Ys/8M6F7Yh+P8b+3vLXebOAaHbzYHDQqs0dFApXKFfiNHAJ8650Nr3w9j9Qm1CeD9N5yrgQiwL4+qce8npypRvoMJFyPa+bd/SOfdL12kd+ziwq7eCHuF0ZdbTwJf8tfHeDSJSH3w2c7qyqwHYXfTc3rHooBNo2p4SS9tNo/cSkWNEV/pE98aTWT56XF+9/19EDU8OdZ2WrfX+O6yzRdVXAOfce865951zaefcq+iOJvEVzvkotq+6ER2YOsb/7kB01W2UB5Hl6M2oBW41ann8hOtcobU5cE+Qzm+iyssob017gYi86+voXP9MX+bDif49vup0lTv0ot30NKEDC2875+rRtuWAIp/NmR4AzrlZqDWroJPJIdnakmL7tnWFGb4Mj3TO7eWce57ONjDMv6gNjuhpG9ctv/NwkW8bx6DlJ1wt9xgwUUQ2RBXHO4BdRGQMOun3EvS638zoB4j1WSKyv4g8463oV6DlOWt/WaS802v6ou7mSzPn3KOoZf2fgcUicrWIxP3ORT5ZcXSs3zkDX79zxcfpmeozvR9LxO/S47+XFBmnyKr/PnSw9vzgVm/avB+gKwP+W2w8AIJ3KrTacZlzrt0/8xFabttQI41DRVfJfywiK9GBp76WFXcqIox8xGXDD9H33o9MWXExXmeAjnboQzplxfi5n3FZMac8UySjgQXOa/yenLJiGL7Py0XoipNPoZMDr/nbD/u2KwOflzjnlqBba04I7v3dt4c/QVfvhWQbBwCVA3dDDTHf8zLvk8G1KuBZEdkslBX9s38DthWRLVAD0JW+rwVN20uCdP0E7X839u/dgg7kb42uRqn1aZFGB0N7K6P0WieO45x7wzn3kXMu5Zx7Gl1Ne6i/F9XL/Xz4ZajMHuqCz/h+thpdtTgGOM/n5cOBuxvRga8jyFxNj4gcFeTDA/7yDcCRIiLopINg1xoAACAASURBVNIM37aPQNPy+SAfHvTXix2fyJsP4Xs75/7nnNvXOfd5dML4XRH5PaoHHB7UkXo6629EsfkQ7QJzmXNuoc/bP1CcrJgvPXZBB/L/gK6QTKJt1mLp3N1tCZn9RoesGKuX96AGsOsiF/kyvKFz7iCnK4FHAx+6zNWZ+WTFerQ9KFZWLNrvHLSjY00h5Wh/GJKrzytEzraOrmMFroj4zvDt+Ci0P/h8EE7OMTNPvC/qrj7T3XHfTVFZPr6zUjaKGRvuFkXKGTnzVfS87j+hR0p+7K8V0y4WVVZMByitDhDzuzfjxWuMDtANOnQATzhe3Jt6UyodoKjx4iw6QLY2MaKkOkA2993sH+PjxWuFDgAgIqeIyJsistLfr6Vvxyn7VQcokrgOMA5tq+KsNTpAIfLoAD3Nh9WlA0Tcj8r/bznn4jtt9Va+WmPpS2MEV9hJBx+hDUVEtBI4bOw3jd3P2NK3l34XHVfn3Ep0Aupr/lI0cTAwcBYftIn731DAfT4WEqSFiAxEldViOAUdbNnJT1ZFW7xJjnh2G9EtgK5Bt+96Nbj1NlAmunV4xGfp3CYlzvl0rsjZABUEo3jinLvVObcrmrcO3eqkGO5Ft8kej64+iLYf+hAdkBruG+fBzrkNnHPRNi154xNFK/wjIg9I5uRqfZZGO9qiLDqD6hDnXKiUvo6mU+R2EGr9nyvdQr4M7OAF4kWo1eDJIpJzS/Y+5Ap068tP+/Q6g67plYsP0XdcnWF0h3gbAtqOLEDr4xCfL+G9iA/RnREGB59BzrkLAETkyjxlJMrjhcBQX9cjwvawmDYhvJ9At14tpg19BNg39n7d5b+oYDcVtRjEObfKhz8VnUB/31+vDj7z/PORQng0cJdzrtlf/xC1PgzTdqBz7jbR40muQQ17hnmB+DUyy0e8vk7Mkxf1otvqR24/hxpFTHHOPdLhoQ6CLCSos+Rv5wrh6GGZztJXhTyBKg2jiG0l6px7IsiDcf7aAjQfD0bz4abgkQ9RATvMh0r/zJHo9mZ7o2VgjH8mXz6ckS8fYm6nAKejOxHMD269DmwhIjXBte7kwyvxeHWDfOmBiPwQNeT5CD3/LiRbW/KRf67odFlL6K6MODSWn1EbHNHTNq4Yv7sjI85Dt1K7xA8aRQaUjehWjo87NXxYhLZ/TwaD273p0zL6AYJ+SHSbx7vRs+lG+fbwn3n8LiTv9IWs2Fd1N2+aOecu9RNS49BVID8rMoo3A5NE5LPoNrX3+usfopbrYf2ucc5FymdHfFA55hx9Xamic0vMR+g8zuk7wLA89brjaDefj/eiZfOEWHzjsuIWaDuTbcvUOF8GDg5kxS8B/yci8S0SEZER0nnUWfRO2bZF7YKIDArytRLdveNQtC/d1DlXi24R29ey4q29CCOKe8d7o5MWe6P5HE6+DEFX60bPCFonI1kxruvFZcWs8oz3qxh9YiGwsQ83IqesSGZ5qUIHMtJODcHGoIM2APs63QY1TI+OvAz6rLG+7e0pj/s4fRWVUUDL9ab+2nPOuWbn3LxQVgTwcuEMdEeDbDLKCVG6onVzI+fc06LH8eyFGn6ehA4krUT7jwq0bMdllKN8vLbJkR9h29tXOnEhBvr4hvXyf/7e3sD/Yu1sSD066PU1n5cTg3t3o2n/nnMuY+DaOXdLkA/7+2vPoEb1E1H5L8qHpejA3bigfNe6zi3RC41PQNd86KI/oTvFnSMi//NuorPhF6K7sezr9Y+I19FdFEImUEQ+eHl/fjxeRZIzPZxzv3DObYJu4/wS2qb8A23Don5jCzKPV9sM+MjXy2uD9PgVmh5xvXJtoruy4qaxdiifrFiNGtMVKysW8rtQXOfRqQdFfIrsk0KFyBZWRlvnP1V+siI+ViBk9ge5A9JB9hOAaaIGMYXGzKBrXxSO3RYzDtrdcd8PUVm+y1EeWShmbLi79FjOED268x50q/sXg1vFtIvF+G86QAl0gDx6XLwvez2PfHdl4K7kOsBqoDfyeb/pAEWS0a5k0QGytYkRpdABsh0n0NP+8RHg62uDDhD2i6Jju6ehC62G+LZxJfllz6Py5EWpdIDejBcvRvuHbOPFa5UOkEvWFZGzya0DTIjVmZLqAIGb36IL2jYSkSNiz+eUr7qTLmsixTYg5SJSGXyynWm9GFWWiuE29My6T/mG7zzgDpdpRfcrUauZcehWJ8Wu9i7G76LxfnwLX0idWq8uAL4tugp0CoU7xpfQM7s3E5FadHunYrkLOFD0fPMKdACl2HyrQQv+CtFzRX4du18wz0TPPapEG4eoHERnau2FTu4f4jqt0YCO1dp/BX7jleVd0Emqm8hODTpAskJENiYQHkVka9EzVAagSnoTuvIUEdlDRHI2Cr6zugsVTGb5iQOcrvJ9GBW+NhCRhIhsKSK7F4pPnrD2d5mTq9XxRttzBSrofs05Fz9v9x5gvIgc4tP9LNR6tWOgxV8v179S6csF6CBEdBbNdqggdg1afxCRMSLiRFdn9jU16Fbx9aIr2rtzltFfgFNF5POijBWdXO7LMLrDP4GtRM+IKhORb6LbI93vO+bZwNm+buxKZmcerSj/im8fKn0Z3QTAOfe9PGUkmgiOwpjmw9g5FkYxbcLnReQbvq0+GR1EeAZARKaLyPQc734jKrzeIyLjo3dAz0gqCl+mZ6Nnuz0R3HrSX+ty/leMm9BJ8G+TuYr/GuB7ohbP4tuVr4oqsINQ4SBaXfBdOgfWc8XziTx5Ue2ce8L7NR61XvyRc+6+LF7diJ4rPMSXy+PRbYnwz+drQ/cXkci6/jNoHf5b8Gy+vMog3lfF3tWhZegg/7sYbkQnz/8f2i5FXAn8NqqjopM2k/y9GrSsLUMHnrJZ3cbjdl6+fAje7yjv3z7OufdifryN9rO/9ul7MCpc3h08X0nn7h4DJPN8uOuB74rIFqLGPaehg/XRs3NFZHKOV8iZHqLnCZ5Lp3HNz0XPfQyJ2pKJqMHcnd1Jl2z4dqsStbCN2qGy4L4TkT1yPJuvj8kXZmXsE1eSFqOTsLWF/HLOfYjupnK+92sCevRBeJZhzjauD/zuFs65f9FpbBXxGGoc9Zj/PzP2H3rXp80AThKRTUR3nDk9uFeBlvWPgXYR2R+dCM5FIXmnGFkxrFMVYRnobd3NEtesaSYiO/r+oRwd/G6mU1acLCJzc8XfD44+h/Y/dwey2SxglYicJiJVvk8cL53ny3fEB91y79foecrPAf/ybq4C9hGROfhzSPPU6zPx55njtzZFZdf4uZy3oLLGRNEJxd8Af3V+x4+g7y4DEj5toxWak1EZNJIVZ6Nb557pnw3l6o2A/4ieOxi90zLgcyIy37/z3nSeOz+MTuPIyPhtNLpa7R8+Pp8455pFz6w9Mkt2zJbO89zDdvov6ETbp70MMEFEshln1xQRRiE2QreA/ypar//lnLsfPfP1iz49BqJt2pd92p6CtkNPo8Z87ags+ZKIvI8O+EblJp88U6w+8V+0fJ/o2/xJZK6KngFMFpFtfb8WnU15P5qXHwHbSacseY6PfzTA8bQvs+DzUkReRuvEDWhe3iSqO4mPe9i/Heu/o/wcEyawU6Otxagx1xP+mkOPjfgxhWXFaAXPQWSu4LkS+IXo+AGoMcKLPs+uRduFu/3zk9BdpX5J58RvBs65W9CJjVZ0a9roc4YLDGmllzpxgTZ0kqiMKb5Mn4AOqEX1chM65fRvkXk+buTfP/3vrdH6vgmal4/G4rkXmWfBg46rvBR8xgT3bkTrd7vzq3l8e3UNek55tOPgxtJ5znah8YkuOOe+h9ahOehuU3OBs51zVcAVIvI2Oim0Gaqz7eOci+8aNxOtM1uJyMu+DdsIbQ/x6VtJp6FHpfgznD3XAz8SXUk8BJU9Qlkxq2xVKD1EZDdUVz8f7Q8vQ/WIfdAVdtXAchEpF5GpwPaorjoKzfd30Qnus/yge4ZeGSOel1ujOmSZf9+kj1PeMYMCfUwuRGKyYhY3i4FNpAi5E20rGlDZutyn/deA2wM3B8TauGe9HNgXfhfiDnRRyGd82doB3Y2lO35EfIzu3hLKYhltnYjUishh/t4/gHHSKSefRDcWQ/lxp4eAnxcxZgZqqHeST6vD0DoVtTkvoWdRl/s0yLais1vjvj5ODwCX+7ax3NejbPTp2LCnR3KGz4voKMD4O3a7XcyB6QAl0AHi8ckT1rg88t33fHzL0fG+JuCYEuoAfU1v5PP+1AGKYQbwVcmvA5wkKp9/g0z5vBQ6QLb2JGf/KCIzRWRajnf/A2qQnU8HyEt/6QCxfrEGzZePUZnnLLqulI/H85Y8eVEqHeAkMseL8+VVBr7OHEz28eJcOkA++k0HyJMHHbKuiPwCrfP5dICTfHpHu5M/6p8VKa0OEO1ifJnviyNyylfFpks2vH+V9J8O0BVX3PkSLvY5l9j5v2iFmoc/W5A8Z/L4Fz4LtVz6GG1AhrjMc0umogMii1BBOFf8puHPEuuG31nPCfJu9kCF/Xr/WYYK9GMDN/uj5/ytQM+ef4w8Z93563/27t9BJ6s64kHXs5cy/EAHSOb5uJxJ5vnHGe8fC3O097setcg6IRbuzv76cuDSHH7MzJL/e/h7/0Eb9Prg80Dw7FDUorPBx//IPOk+Dj3rsR4VSk/Bly9UKJ2FbqHyCVrpozMSjwaeLlCGd/Xx/m7sei1qGDAftYp7kc5zqXLGJ6gXRZ2fFgsz2tmhOZZu4flU0QqXJp/+Y2LlM54fM3OENZ3gnBbUam0uUF6k+46yRfazCmfSWe5383GuRwWK35BZhh2ZdSge1vfQs7Lq0RXtn4unc3fDyFKOwzqWcZa6T/N3YmXmeV8unifz7J4tfPj16MD8n8hsg3ZC24RP0DboH8Bm3SwnW/ow6lDr06vx5ycW2SbchSrydWi53j549hHg+Dxh16Lnq32A1t0PUKXwC8Wktb8fWdmH4R7ur51QxPv/27+TxK7vhyqLK1CjiTvxZ7+jFoWfoNaHf6CIdrnIvLiezD6hnsxzogeg57KtQoXqn2Ype7na0Iv8Mw3o4OpvCOpnvryiuL4qaz6R5SysLG4G+ne6IXY9gRqVvOXL17vodr+gA6Z/89c/QAWqjjhQxNlReeLzPrq1aZgPVwb3x/i0bvJxi5/TGs8DF7t/NlpfP0aVg0huqPDv85kc8cqaHqhwNgs4PXD7ffTcxwE+/+aj9XcpWp+7df5XUL6Oi12bluV9p/l7m/h4DstTrvL2MWT2DdncO1/GMvIbrSfL0Po7mvzyyyZoX/+JT9PvxcLP2cZl8WsumefVFvI7a5wCNxnv5a99EzVUjc5BjeStzf3/A/3/nYJnetxv+vJ1sU/P94Efkinf/RBtW1ag5fn2eJwDfwvJOxnyfZ40jpeBMX1Rd2Ph5EwzdLXPK/7eUnRQoNrf+xU6+JsvX7/t471n7PpodDB7ESovP0MfyCUF4rK7f7Yxlm4TAzdH+nxpQNvdocG9yVnyY3oxbQgF5Oos7sNyuUdYduL1D52E+ACtt/cTyE8UljOT6KTx+/755/Bny4bp3N0wCrQVGecoogM0/w7+Hwy8gcqKj6GrHqJ7O6BtUx3aVt1BZnuYU57pRjnZAa2z9f75vwK/Cu6fjpbbj9BJsHh/fCUqx9ajA3+fCp59F3+Gco6wR6OT+wv98++iRgrbFJPW3s1tqBwzLLj2c//cV4p4/znAY1muH432tavQ8YDrgjJ0rb++0IfVkecU0f7nict/6IVOTP429Da0ra9H25uTYs/mzCu0LUgFcVri/RtZKJ8ocF6sd7OZz8OzY9crUVnoPZ/eHecFU3h8YibdOMM6Fq5DJwTCfDgjuP85tL9rAl7A65uxtAg/c4P75cDlaJ1dBFwKVPp7hWSrrOmBDoTPJThPHt398WHUiHkyusvcn9B25m10tVd302UuXeXi6Vned7K/V2jMYHKWZ6dn8f/cPO4dKst05Dcqc/8Dr8/F/ckSj3Fo27sSbYsPjoWfs43LUXbGdsPvvPoMqh+cjrZTq7wf4VnWUXnL1edNI3N84TeojrICfwY7Odo6f28/X15W+vLToRdniWtGWP7aTmh7NZL8Y2aTyVNG0XGTZ30e/AOtN/E+Oeu4L3nGotA29QZU1l2OTsbmyoesY8PZ8r2Y8kEPZZngXgOZbdRmdLNdJBjbyJI2pgOYDpC3fc7W5gRtiukA+t90gNxhmw6QGeZ/MB0gvG46QBHpwXqiA+T6iHe4xuCtL95HX7w3FqvGeoCI/AW40zn3UB43m6EN94Yuc6uW9QoR+SXwsXPuqlLHxegeInIHuu3qr4twOw0VNL+d5V4FejbwBJd5PMgahYhchx7n8MtSx6VUrAl5JSLvosYj/y5F+GsCoruf/NA5F98yq7f+7oEqPJv00p+HUcPC2c65PYtw/21UWe7ODk3h82+h5+7NcM5N6YkfvSVfG2cY2fD15MfOuTfzuNkNHXga47quQlpvKEauNtZMRORZdJD/+iLcTkcHjbvIWaK7ed3pnNu572PZd4jIo8Ctzrm/lDoupaLUeSV6TMQS1CBwTiH36yq9la3y+DsZHZTdtZf+vIXuAnGPc+47Rbjv8ZiBX0m2GB24vdA5d3Z3/egL8rVxRt/RV2XUMFYXpgMUj+kAay+mA6x/lDqvTAdQTAfIeLZoHSDbcQuGsdbgnMu7jYzodug/BW5fnw0RAJxz55Y6DkZxiG7/9glqmLUvapV+QW/9dc614rcjXVPxBmnfQC0X11tKnVcicghq5fhoIbfrMk63HHuy1PHIhXMu39ab2dzfXNhV3ue37s3zhlEKCtUTv7Xcj4G/rM+DkFBYrjbWHES3yX4LXQV4FLqT3IO99dfplsVr+iDkjuh29ZMKuV2XWQPy6vvo2b7r7SAk9F62Wt10V3brzZiBc64FPf7EMAyj5JgOUDymA6w9mA5gOsAakFemA2A6QOzZonUAM0Yw1llEz9BajG7VtF+Jo2MY3WFDdKutYeiWiN93zr1Y2iitfkTkHOAnwPnOufdLHZ/1FRGZiZ65e/T6rpQbhrFuIyLboGemvoye2WcYawtbo+fCVqPbdB7q9CztdRoRuQH4OrrSsa7U8VlfET2DW9C8MAzDMIy1CtMBjLUY0wFMBygZpgMYvWWNO6bBMAzDMAzDMAzDMAzDMAzDMAzDMAzDMIy1m0SpI2AYhmEYhmEYhmEYhmEYhmEYhmEYhmEYxrqFGSMYhmEYhmEYhmEYhmEYhmEYhmEYhmEYhtGnlJU6AoZhGIZhGIZhGHHGjBnjPvjgg1JHwzAMwzDWNj5wzo3JdfMrY8Uta+zH2HieX8hDzrn9+j9kwzAMwzAMwzBKiRkjGIZhGIZhGIaxxvHBBx/gnCt1NLowcOBALr30Uo477rgePV9XV0dNTU0fx2rNYn14R1gz3vO73/0uTz75JHPmzFkt/q8J79gfrA/vuT68I6wf71noHUVk83zPL2uEZ6f2ebQKUnY2w/s/VMMwDMMwDMMwSo0d02AYhmEYhmEYhlEkY8aM4cEHHyx1NAwDgKqqKtra2kodDcMw1jakBB/DMAzDMAzDMNZLzBjBMAzDMAzDMAyjSEaMGMHSpUtLHQ3DAMwYwTAMwzAMwzAMwzCMNRszRjAMwzAMwzAMwyiSxsZGBg4cWOpoGAagx4a0t7eXOhqGYRiGYRiGYRiGYRhZMWMEwzAMwzAMwzCMIlm1ahW1tbWljoZhAGaMYBiGYRiGYRiGYRjGmo0ZIxiGYRiGYRiGYRRgzpw5jB8/njlz5nDMMceUOjqGAZgxgmEYPUBK9DEMwzAMwzAMY72krNQRMAzDMAzDMAzDWNOZNGkSTU1NPPHEE+yyyy6ljo5hAFBdXU0qlSp1NAzDMPodEdkWmAYsAx5xzt1V2hgZhmEYhmEYhpEN2xnBMAzDMAzDMAyjAMuXL+fQQw81QwRjjcKMEfqG8847j/Hjx/fan8mTJ3PggQf22o1hrK+IyHUiskREXotd309E3hKRd0TkdH95f+Ay59z3AduyyDAMwzAMwzDWUMwYwTAMwzAMwzAMowAjRozgzTffLHU0uk06neauu+5i3rx5pY6KsRoYNGgQ6XS61NEoGZMnT0ZEOPfcczOuz5w5ExFh6dKlRflz0kkn8dhjj62OKHbhkksu4eabb+6XsAwjJ2vuMQ3Tgf0yoiqSBP6MGh9sCxzhd0W4CfiWiPweGNad1zcMwzAMwzAMo/+wYxoMwzAMwzAMwzAK8MYbb3DaaaeVOhpFs2TuP/n9RX/kmpuepK6+mXTaMXTIQIYNrfEu0v6TAEmCC1fXR7NGLriW8O5d8F+AFKTSIAlIJAEYOXIkS5Z85O+XqZvIPycgAi6t35LESRngvM+SJbxwJssF1xLB/zDu+f4X8jv6TsSudfVr1MiNWLxkYeAPCAlcF7/Fh0fser54xuOYzW9oamqltbWVsVttCjhcWphy7LGc+YtprC9UVlZy4YUXcsIJJzBixIge+VFdXU1NTU3O+62trVRUVPQ0ihnU1tb2iT+GsS7inHtcRMbELn8BeMc59x6AiNwOTHLOnQ/80Bsr/LVfI2oYhmEYhmEYRtGYMYJhGIZhGIZhGEYRVFdXlzoKRfHzUyZz0cU3MKR2AId/dTSX/nYfGusXc86lb7F8VTTh3aIGBABSocYBtIKUA5GxQAJcM0iVN1ZIgmuHdAvIIO9PK7SndW48WQkCNTUDqdt0A/WHCnRSvQVVPxOQSkEiQTohpMqGkkitwlGBS1aQSiYRGeCn5TuNGIQyf63dXxMg6afwW/3vJI6U/24Fysmc4E95fyTwO41QHoSXRqggTRsJyknTipCI+d0GJKmtGc6mdQMQxN/L5neFN7No97Euw9Huw2wFxF+L/A7dpbwBQru/l/B+i3+XCpxL8/GSUYwYVYNQzsP3v8jFF1/MkJFpDvjKwYzZ5HPdLT5rHXvuuSfz58/nnHPO4dJLL+1yP5VKMXXqVB599FEWLVrEJptswvHHH8+pp55KIqF14LzzzuO+++7jtdd0Z/jJkyezdOlSJk6cyGWXXUZraytLlizh1Vdf5Sc/+QlPPfUUVVVVHHTQQVxyySVdDAzOPfdcLrvsMhoaGjjssMO4/PLLqaqqyvD7/vvvX80pYxhrHMNFZHbw/2rn3NVFPLcx8GHwfz6wkzdaOAMYBPy+ryJpGIZhGIZhGEbfYsYIhmEYhmEYhmEYBdhuu+244IILmDRpUr+GO3vW49w4/Xr23uuLbDRqNH/88/UMGlTFqvp2zv7VcaRdOS+9/D/mz/+Q8eO2ZNasl7jo4hu56ZLdOOrAakjWQnoZlbWtXPzr8YDTnRCkDaQOyjYE1wRUAXUgDmQ0pBuAlT4WAolaSLdB23JIl6uxQmKI+te2EKQWynW3hLqWGmoqqyGxoRozuApINAHt0DocEi241hU0Dd6SZHsDaTeEhCRoqYCWDT6Fk0qcpP2EfD1CFZ27IAA0k6DG7xHQ7A0S2hEqEcpI09iRfgmqcJTjqPN7CVRoPDquVSIkSZNGSACtCJWAeGMBvPsK/0yzj0ea5roNqKoRHCv8s1UdRhCORhIMQCgnTTMJynG0oAYSZahxhoYHlQhVOBqBNoQBpP23o8EbQ1SRptXHowGhwhs6NPvvJhzCO28ewBH7X8TPTrqQE5vOZdKBe3PTLXdTnWfV/9pOIpHgggsu4Otf/zo//vGP2XLLLTPup9NpNt54Y2bMmMGIESOYNWsWU6dOZdiwYRx77LE5/X3ssceora3lwQcfxDlHY2Mj++23HzvuuCOzZs3ik08+4fjjj2fKlCncfffdGc9VVVXxyCOPsGDBAqZMmcJpp52W1VDCMEpG8ccm9CVLnXM79OC5bLF1zrm5wNTeRckwDMMwDMMwjNWNGSMYhmEYhmEYhmEU4Pjjj+enP/1pv4a5atUqvrjzHowYOpArrr6RVDrN6JFVLFjcRPWgcu6YMQMBBlQmqawop66hhXTacfXvPstRB7ZAepDf7X8ROAeuEcpGgWuD1MdQJuCWQmI4pFYCq4BycPMgMUJ3QHD1IBuAawFpBWmC9HJgmB6zkJ4PZe3AJ5AYpTsopJar+9RiSI4E1wDpTyBRAYkF4EYirhnaPsa5CiqbF5JuX0Lb0C1xNABlJKkkRR3QTpoGklQDQop6hDQpVpBkMCkcaRoQyoB2vwtBGkcTgu5akGK5P+CgnQQOoRJHPZDq8Ft3HoiutVDGENK4wBgg6XMlhaMRocL/rkdw3uAgTZKBpGgCmknTQpJaEiRJU+fdt5BksI9lHUKCBBWkWel3WGjG0YpQ7Q0fND4JUiSpJkUzjhbvzwbe2EH9hnI+vc0wnn/vXBJtC3jkluc48WePM2ToYE7+wcH87uIZHTsBrGsccMAB7LLLLpx55pncfvvtGffKy8v5zW9+0/F/zJgxvPDCC9x22215jREqKyu57rrrGDBgAADXXHMN9fX13HTTTR1HOlx99dXsueeevPPOO4wdOxaAZDLJ9ddfT3V1NePHj+d3v/sdxx57LOeffz6DBg3KGZ5hGDmZD2wa/N8E+KhEcTEMwzAMwzAMo5usmyMRhmEYhmEYhmEYfUhZWRnOucIO+5CHH36YZFJY+MgE2l49hPQrEznpm4MpS8KCZ/dm7lN70Pr+7jTN2Znlr3+J1vf3Z9Vre3DcYZWQLIeyckitAMp09wPxRy2QAtqhvRHaWiHVDgmnxgWuCaQS3Ap0B4AydPV+sxoYJFPqd7Ic3HI94oFW/3zCH/2QVre067EOqTZIOUg1QqISUL8HrnyfyroPkNRyJDGQZMsi0okKEIfzZgaOlI+H4Px0vR5lkCRNszcUSHh3bRqmP/IA8G6i4xYiHCnS/riFNK5jVwTXcSRCmmb0CAXxcWkN/C7zvrT4Ix1aglwrI007jnRH+HS4T3UYHOixEglvlNDid0Po9EdIcwgCCAAAIABJREFU+7hpHNM4/876X31ryfB7wKo5DFr2KoOWvcwGS57l8B0Ws+TJ7fjNydvxp6vuYcjggdxw+fc0T9ZBLrzwQu68805mz57d5d6VV17JDjvswIgRI6iurubiiy9m3rx5ef0bP358hyECwJtvvsmECRM6DBEAvvSlL5FIJHjjjTc6rk2YMCHjSJedd96Z1tZW3n333d68nmGsC9SKyNUi8rVuPvcc8GkR+ZSIVADfAv7e99EzDMMwDMMwDGN1YMYIhmEYhmEYhmEYBXj00UfZeOON+y9A57j1hj8yclgVlG8CyYGQHMFx3/w0AwYk+f6ZL7P5p7amrHwjcIMgsRkJGUJ1zShIjNbdDMpHwoCNITFQj2NIjIREtR6pkBilH0bp8+lhIIMhsRmk2yGxsR6zkKiB5ObAEJCheoRDYgMoGwlloyExAJKjQIZDezWkasDVAqPBDQephuQISNeCGw3tKZCNILmh92cjSGyIw5EesBUJBpKgBmEACapJMJgkgxCq/JEK1QjVQJIE1cBAhAEkqUUYBFSRZLB/voYEtYDz1wZ6NxUk2cDfryFBld9FYZD/lCPUkOjwT91CJUmGABX+uQ2AFEmGkOjwu4wyBvv3qCRBrY9Llfe7ggQbePcDSDCIJENJ00SSYT6OAzvikqAaoYZkh9+1iPe7jMEI5T6saspS5bhELQMaWyhvBgZuBFVj+cXUoax87QgO3mc4U350NWM235CnnvxP/5XlfmLHHXfkkEMO4bTTTsu4fscdd3DyySczefJkHnroIV566SV+8IMf0NramsMnJb6LgXMOkex72+e6bhhGBiudc1Odc/flciAitwH/BbYWkfkicqxzrh04EXgIeBOY4Zx7vX+ibBiGYRiGYRhGbzFjBMMwDMMwDMMwjAK8+OKLTJgwod/C+9IXt+XvD/yXX/9gDNAOLXOBdobWlpEQmHH/Qk759X+gfTmkk9D2MVABDNTdDRIDIP0RuFVQXoOqfgloWwjpOpABQDkkqiC9ENKtugGBa4SyEepvagWkE3rsgpSp36kmfTa9CNKrIDFUj31od+p32xJIC7TVQ1kNtC6EdKPumJBqVIOGtuXQvkzj0/4JtK8kkRhCKplE0mnStJJiFUI5uitDghT1/jgCAdIkqSZNiz9aoczvGFCBUEaKRhxCmibSNJJgoL+vOx+kvd9CGQnKSNPij0lI+M8A0jThqPO7JLRrWlFGO3VEuzLorguD/I4GDt2fYLnfFUH9cbSRYgVQ3uF3isaOa9BGikaSbECaJiCNUEY7yxGSPp6AP25Cd1eI4tjq/Uki6RRtAzdnQMMSWsvSWhbSTXr8RtlIKhKrmH7hNix45utsvnEtE3fbi513Gsf8uS+v7qLcr5x33nk88cQTPPjggx3XnnzySXbaaSdOPPFEtt9+e8aOHdujXQq23XZbXn75Zerq6jquPf3006TTabbZZpuOa6+++ioNDQ0d/5955hkqKirYcsste/hWhrEakBJ8isA5d4RzbiPnXLlzbhPn3LX++j+dc1s557Z0zv22t69vGIZhGIZhGEb/YcYIhmEYhmEYhmEYBWhqasrYen110rj4QZ6d/Tb/uOZzHHfoMDUoqNhIjQxSDVxzzmfYd7cRXHzN26RTDtp1Qpp0PbiVahzQ9jHIICAN6RZIN0B6JSSHqDFBaim4emhfCIwA16z/XbsaDfjJddKrNFKphk6/25eBVEGyFlKLoL0F2lcCNbrLQlsdtLdBywIoG6X+pFbpjgupJvUaUWMHJ4DDpRpIpBrB1eNcmgQ1pKknTZo0TSQoJ0GlNzBoJ8UqElQC5aRoRI+eaPZHJ0jHMQtAx9EGajTQToJqHHWkaaadBqAMYaD3uxVHmz9OoYIUDd7vJqDVGydo+iQo97/xz7WSoMYfw5AiRSNC0htDNJCixR8DIQiVpGggTQpNAQ0zRRtpGkgyCOfjo0YXLSSpxtGK836DkHADca6BZOsikq2LaasaSEVbu+ZvulWNQFxTRznYcMgyHpuxB7PuO4KlSxax+Zaf44hvfZPmpvrVXKr7h7FjxzJ16lQuueSSjmtbbbUVL7zwAg888ABz5szhnHPO4bHHHuu230cddRSDBg3imGOO4dVXX+Xxxx/nhBNO4Bvf+AZjx47tcNfe3s6UKVN4/fXX+de//sXpp5/O8ccf32WnBcNYD+npMQ2GYRiGYRiGYazFmDGCYRiGYRiGYRhGAQ4//HBuv/12mpubV3tY+046maG1FeyzUxvIJ5BoAfeJTui7Br65l/CPP29LIinces/bQCOkl3pjhZXACqBJjQZcM6Q+UaOC1jpo/Rhal0HLSmhYrDsYtC9TY4K2Vd5tve6QkFoGNOi3a4S2FdD0MbTX6WR3ajm01sPKhdC0AtKfaDwTzZBcqfFOLYW2ZdC6ElqXajiuAdzyzjDSjdC+irS0kpY2kCYcjX6CvxFHq9+JoBE1CGjG0UaaZr8zQqt33+zdNgBtOBqAFnR3hSZ/rQVHEyla/U4ErX7SX8OBFpwPR/1u8/ebAz/bOgwFdKeFBvBGA2kaOuINLd7AoQFHK0Jrx/PRM/j4qJ+NCC3+HZpI00aaeu9PMymavDGCPlve/AEDlz1D7YKHqV3wMBssfJCBy18j2fqhloX0SmhdrsYl7cvUqIVGaJvHDp9ZxpyHtuDm/9uWhx78G7WDBzPtjGNJp9OrvXyvbs466yzKyso6/p9wwgkcfvjhHHnkkey4447MnTuXU045pdv+Dhw4kIceeohVq1bxhS98gUmTJrHzzjtz3XXXZbjbfffdGTduHHvuuScHH3wwe+21FxdeeGEX/5qamrj11ls555xzuPXWW/ulbTGMElPwmAbDMAzDMAzDMNY9xDlX6jgYhmEYhmEYhmFkICJuTdJV0uk0gwYN4rLLLuO4447rsT91dXXU1NTkDGPfvXbk8adeYvbfJzFhiwW6q0FimO5E0LYK2utB0lA+im+d+gYPPrGQFS99HhKVkBiphgQsBxKQqAbZQA0M2uuBSkgOhnSbTlS3N0LFcD1OgUaQeihL+t0MEpBaDLSBVEJiBKSaoXEhJJNQXg2JDaFtAaxcon4MGAoJoa45SU3VR1A+FFJVelxA8ye6UUHZSEiUQ/sSaG8GVw5lo0jjWDVyS5prNydBFXr0QjPQjB6/UOl3K2jyuwgMIMEGpFmFow2ABAMRyklR13GcQYIadFcE3TZfGIBQ4XdJaEIoAyoRkn5Hg1ZgAAmqSHkjAXAIVf65eqAdSNBSN4yqmuaO4yM0TgNIeWMEIemPX2hDjQ5SCGXB0Q4t3u9KEgzw79uC7tQwABAfHggV/tgHNX4QklSvWER5w0cMaHxP8zJRAeUj9bdbpbtcJIdD2SBoXwrSDFIBiRqgHFIfQ6qdtKtk2uV1/O7KVxk0sIIrLprCN6dcBImqvOV1XaK/3/O5555j0qRJTJgwgR122IHZs2fzyiuv8Le//Y0dd9xxtYRpebnuUOgdRQTnXM6DEXbYWNysH66WqOUleSbPO+d26P+QDcMwDMMwDMMoJWWFnRiGYRiGYRiGYazfNDc309LSwhZbbNHnfqdTbfzx/BO48voHmDf/4//P3pmHWVLVd//zO6eq7t63l+npWZgZYHBBcBABoxIVQQWyOArRVzESMQlKjBqJCTFqRKPxNaAmbkTMq7hEzIYSTaJmEY1oAgIKCoIwbLPP9Ex333v7LlV1zvvH73QzRI1LxEngfJ7nPt1dt+osVef2PD2/7/l++dpnzmHT4SMoGlCOgTOQtCFtAbtUmOAdH7n4Z6kd/Qku/0zB8zev1aK/bUGZgjEqRHDzwFQoQjc1WkEc4FRA4AQYA98CUwdJwCdgPNhVaDG+Dn4EtgH1NYCo8IESfA1qa8ChQgOPOiIkK0FSsJMqQsgq6ssnmV5n16gjQplCnuNtg2SUYBjDUMUDQglYQDA0QnCEA1LAICRYJoPzgGCwOByGdhAsWASBIErweCw1HSIOj0XjFpoIBofFk2Co4HFYxoKTgkNIIbSt7gxVJBgNGto48hCjYELbTcAh1LDUgvhgEEQGRYhhSJfbVqFCE6iE8aYhnqKNY7TcNvQwjGncg6/ja+vw/R5i5sE2VWiSzagIxCRgGupGkc6A64Q10IRiH6RrwSxgmOBN5zf4vd84nl/97b/nrHMv4XVv+Ssuv/S3ecTxZwMP7sLuT5t+v8/mzZu55JJL2Lx58/LxK6+8ks2bN7Nlyxaq1epBHGEk8oDRFpFLgU9Hd4RIJBKJRCKRSOShQ4xpiEQikUgkEolEIpEfwK5du/Des27dup94288983QueONHmBpz3Pr5X2LTRsAPwUyA82BnoByCK7SQLALpNFliOGHTJG9+z23BGaEWRAfVIApIQVogVt0NPOifgEMwk4AFs1odDwBKB1SBFHxFxQnea3uSqVDBNkCMih2KRais1qJ3uiKIIUYgbT2WzIAUBGWBjs9kUFbAViEvwGXgKiAppgCPXxYiWJoIFkMdFQI4LHUMNogTCjwShAhpEBckGFJ0pqnOERvEBEttu2UBgqGuhX0EdSlYEjpkGOxyO0IShAqp3kZceK+BChoyHA4oMIyhTgm10LY5oG1QJwbdFyChbZb7WLpZEuat1zkcQoGhCYD1VcpaHUphVBvHJQ28TSAZD89d+8SkkIzpGjA1lh+GndJ1ZOqhP0s963H5Ox/Pnf9yKtOTNR536ms4+5efw84dW39CKz0C8MlPfpJNmzbdT4gALDslXHHFFQdpZJHIA06MaYhEIpFIJBKJRB6CRGeESCQSiUQikUgkEvkBHHbYYWzcuJFXv/rVXHnlld/znKIouPjiiznyyCO/q9D4X/FvX7mBV//aY3jrS3KQ22GxDSQhysCAK8FmUHTA98GGorKpUOR9ahm44XcwlfVQdsHtVBFB2QW7Eso5jWqQTKMRyhH4rtbT/UjFBuVetfYv90B9AxgL+d1obME8mEPADcDtAEoYzKk7Qm8L+AGwoPb/I8D1wC1oP64CfhGKOSgFkjXqmDD3bVhYgLwGU4chox6j2hBPB0+OI0FdGYoQn6CxBRp34BFyDE0c+/AMKREsYxhSCmbx5Hh6WCbwOBzzaFxDjpDh6QI5nkWgSskoxCQUGGoIdXLm0JgIwdLCkoW2h3gsnhWUIe5BRQcZkOHoA8PgbNCkZDE4I5QhkqEeoiSGgAoaDFUc+0PbSZhvshxLASmOSrhmAK5LaSyDdh1GK3Bpj2ywgEiKKbaDn1fxCgN1wyj3g5sDrD4P0wQ3q8+qSME19fzhHtZPVvnKRx/FV7++lle9fQ9rD1nPL//yC/nABz5AlmU/9LqOfG/uuOMOjj/+ezvVH3fccWzZsuWnPKLIQw4Jr0gkEolEIpFIJBL5KRCdESKRSCQSiUQikUjkh2BmZoZOp3O/Y1dddRXnn38+V111FY//meO58A2v59nPfhaXvO2FkM/+wDb33fsl9s7u5+kniBaDD3zlQ7XYL/vgS/AOfAGuq0VkX/DW31rDTbcNaD76K7zvwzdpoZkynF9AsQBFF3wejpX6fjGAcj4ICUK7lFDmMFyAfP6+Y74E3wHfAxOud4U6G5R97cOP0F33oY1yHtzwvj5doV/zLozmoRhBWeD7BcXIM7JVykwdEDS6wOMogkCgDG17PCUwwFMsn6vRDSo0KEOsQlBa4BjiVSER2nBBnFCEwn+5fOy+9kah6H/fNY4RJYMDjoW5MsKF9n14T4UQKj7wy2Mvw7VLbRN+LoP4YhhcEZbGuNTO6IBxebwbYIa7yPrbSRd3YHIVVZSVOi5xKjKhPOCelWG9LOoaIDzTYiEIV3Ioc3xR4BdG+MWBPnvX5wmPafJPH9jIh/7oKD71yU/QHmvw1jed/0N8UiL/FRs3buRrX/va93zvuuuue0CiYCKRSCQSiUQikUgkEjlYRDFCJBKJRCKRSCQSeUAQkRkReaeIfEdEBiKyW0S+IiIvF5HmwR7fj8rdd9/NUUcdBcC999zIMZsO5+STT+byj36Ak09+Ktdd/w2u+dsz+J1fWc0rXvdx5nZ96/u29c2vXsrPHLuO6Q1P4Yj1bU4+fgXQAl+HZFpjD7IxaKyBahOqK6EyAZW2RiOkdUjbPP1nD2N2y3N4ybnH85t/cBNPet7XuepaNM7BrgSpgJkCPwY0QKZAJnVnvJkGqUEypfb+MhaiIaqQV8BP6jVmGqiCHcObFXg7hq+swVcmQj8rQJraDxMavVCMwyiFchzKFvimvpeMQdKE6mqdS3uGfGotw/FHUdQOQyMMaggNDBlCA8gw1DHUg/tAPbxXCzEJaThWQbBYWggVDI0QjZAiNPBkCPXgRJACDYTKcjtCFn5u4pfjITKghqEaIhWa4bw6QiVENzTxVJYdFbTPZoh6qMNyOxW9nyQIdfxy23XUtLAWzknDvCyGFlBBqJK4hMZgJ63uPYzN3kxjfg+t2XsZ2/tN6rN3khQVjE/Cc2+AjIOd1HaTlWDGwxqY1mOyUtdcMqbHqpO6BtLVkDQgmwbb5Oyfb7P/35/KK150DG/4wz9leqrBlZe/+Sf0qXroccYZZ3DjjTd+l8PKlVdeyY033sgZZ5xxkEYWiUQikUgkEolEIpHIT54oRohEIpFIJBKJRCI/cUTkUOB64DTg9cBjgZOBi4FTgGcerLH9qNy55Tv8/NNPYNu2bVx66Z/RbNZYv+EYep0u3/nXzez43BO58coz+Jt3nMCmQ4e87bceTiU1fOxvvvTdjfmCV77kmWw68SUMhz3+4f0ncutnTlSnA5tCOgHFrvBzC2SkX8vtIFUwNXU/kAq4Dt44aKznD9/yFP7urzYz33Wc/LyvMfboq/nZ5/4rd2/volb9qQoHyj3Bpr8FjCBpQ74dJAnxD4Ab6avMVWTgh+ALvB/p+3YS6Gr0Q2UcpAA7BsUsuI4WwsuhChDyHeAcmDrgdT5upNdkLajmuLSCoQPig0gAHAuoMMEhVHEMcCwi9zvWwzMioY7g8RTBQWApikGdB5ZcAiwZIDjmQztlEDfkOHpBcGD1vuDxjDDUMEhouwRyhCrqujDCkAEFlgRIcCwgVCDENqjrQTcIICxCHlwP+ljqoe08xDx4DBZLg5IOQoJnhC09aV5g87so/RhJMavj9wOk2IahjZEEKRfBG3B7IZkEa4EcxKkzgk31uNsNEuIabBXMGMI2EA+1BtiBroXRNl17JBi/yNteuYZ91z6TJx0/zbNf8HqOfMQ6vnn1uyHf/UB87B60VKtVrrzySs477zxOO+00Xvva13Laaadx3nnnceWVV1KtVg/2ECORB4q2iFwqIr94sAcSiUQikUgkEolEfnpEMUIkEolEIpFIJBL5LkTkg8HJ4Jvf5/2TRGReRL4eXn9wwHvPA76Bbgk/3nv/CeDxwOXAhcARQC+cu15EPikinfC6QkQOWWrrwgsv5Oijj+bDH/4whx56KM1mk3POOYfRaMT73vc+1q1bx9TUFOeffz7OueXxfexjH+OEE06g1WqxcuVKnvOc57Bt27Yf+T68+93v5mEPfyS33HYnb3jlU3j/hU/kHa95Krd84Xe57apncnh7Fsg5ev08Z576CDBaAB8fq7PlOzffvzHvuOKjf8C7Lv00n3jn4/n6Fcdy6lMOVfv8ZAK8QNmB6qFgGxqhkLZB+pAdBtYAJZi2CgRsHbEtvJSMag/nZ5/5M3zlq+exY+vLOf+Vj+XOe/qc+qKvghkDY4ABpOvAToHvqzuC60LlMDBaQMdWQFItVktLj5kJEFEXBalrO3YGbFtjF6Suxe50DdhpHZs0oOgE14R6OJYBmY4lHQfroDWNmIJyfAYhAUqEFEMTYYi6HoywNLGMIWUXnMUxDIKCJi4U/peEDOqg4ILLgcWQhMK+w5BgmUQYLQsRDA0s7RCJQBATeAytEAdhwzjAHtC2IQnXV0K0hGCZQhiFYwVCQsIEGi0B6n7gsYwBOX65bQljFCAnYQJPjqFGks+BWJJRi7TYibgmzucqIEk2AENA9DmTQ7IOXF/vt1TDc22rUIEhpOvBFGAn9H8EEge1w5FagqRlWIt9qG/Utek8uDFgRLOWcMWfPIw7/ulUGhXHpie9glNOeTJ79vzon62HMieccAJ33HEHZ599NrVajbPPPpstW7ZwwgknHOyhRR7ELP27rj8chBfMe+/P9d5/+oGeayQSiUQikUgkEvmfQ3KwBxCJRCKRSCQSiUT+R3IZ8B7gI//FOf/mvf+F73H8hUALuAmQIC54LfBY7/18iGiYFhEBPgUMUNcEH/r81IGN3XXXXVx55ZV85jOfYdu2bZx55pns3LmTVatW8fnPf55vf/vbPPe5z+XEE0/kzDPPBGA0GvHGN76RRz7ykezdu5cLLriA5z//+XzpS9/DreB74Usu/N3NvOntf88bXnYsb3jpYdC/E9wQpAO2gFkP+X511q/MgF2AxT2Qd5mZSvmP629bbu7qq6/mBc9/Fo4az/+5tTz3pEUocrCiAoB8Z3A8aMLoXnUS8D0Y7odsBmQW3Jw6JjCnUQ5+COyizB5OYQdgVzHMhvjWJC9980aajb/iTW+5BtirbfsquF3qWlD2wI5ChMM+cAuoPqQX2vZQ7AZjweR4M6XjYQ68hXyoMQ6+r+OiGebgwCfg90A6CUbAbdX75jvgVwIWhveAKelPtMmbh1BkVRxdtChfYBjDkaNF/AxPl6ToUhndQ2ETRpVDEQocPWCEY4BGNSQ45gCnrgI08RDahhKHoUZJAfSBBM9CEALkoS2HoYpjAc8Qjw/RERmOeRwlMMQzCXjKA9q2lJSUeBYRLJ4Rnh6eMogdCoQ6JZ0wNwfL/fXwDHFYBEEwlMxjzBAptzOsrsIu1hiMHUqjU5ANhhj64ParcIVFMCug2Al+Xh0RRCCpqiMGXSgzFZoYwnmlfvys0WdZHekacVPQ3w29AkazkM1Daw2YPrCPw9Z4vnbFo/iXrx3Fr5x/NatXr+Ocs0/ife//NGna+OE+Yw9xarUaZ5111sEeRuShxWXov7HXHeRxRCKRSCQSiUQikYcQUYwQiUQikUgkEolEvgvv/ZdC1MKPQxPdB7kQvq4EOsC3RGQ8nPMx4G+BY4CN3vu7AETkLOD2Axsry5IPfehDtNttjj76aE477TS++MUvsm3bNrIs48gjj+TEE0/kC1/4wrIY4cUvfvHy9YcffjiXXHIJRx55JFu3buWQQw7hB3H5xz/Gm97+D7znLcdw3i+sUgcAZ6AQcAKVFMpFsAkkFlKj0QlpBcpF3v7qIzjl167hyCNW0lscsHVnhycfN82HLnoah03eDvS1cC+VsGPdAonuaE9XQDEPYoAMXAEmxZsqedLClAOMaYIp6LeOIc/ael7YnU9wAfjWt+ao1RLA6NjLIjgkJCo2kErYsZqBSYMzgwQL/xyKDMwAn03oWESAKvgR+JqKGiQFU9UoBsm0AG4ceX0N2CZ22MNIS+eLCX2U0K+A7VBUZsiTFs5WEDqh8F/BMwyRCUk4ZsFbKp17KVsbAYOjAFI8w+BSoOEKeqyPUA2RCFrc18K/RTCAJ807eDF4uxokCdea0M6SU4GOQ/Ch9RR1Q8hCvEKKYIIzQrJ8rgoRTIh6qIRoiPu2BwspjkFwg/DhqwtjMyT5ADPcB+UCRaWByQsSv59BY4Yk30OZtRmJkJZDrJvT9eOtLl6TheeYqmDFTIGZ0zUiou/7QmMb8LoeJAHjdX2XFvICXEU/tQJUEo35YBZMApLjE89JpxzK3Tc2+LPLvsMFF/4bf/GJSd7y5jfwqvN//wd+xiKRyE+X/+a/65FIJBKJRCKRSCTyYxHFCJFIJBKJRCKRSOTH5Qki8g1gO/Bq7/23wvGrgCcDt3vvO+GcXcA08FngYUAVOBLYviREAPDebxGR7cDapWPr16+n3W4vdzozM8PDH/5wsiy737Hdu+/Lrr/++ut54xvfyNe//nX27duH92qSf88993xPMcLivZ/m03//OXYvLLIvr/O2t/w5v3zOU3jx84+g7O0kYVJdDIoeXtrQ70LjEERqICOQtTDYGoQECSc9LuHLHz+dP770eibGp3nNix7Nww5fTSevg5kJzgENcCONN8AAi5CMQbEPKodCOaduBNVD8G4Xo8ZGBmMrseUikk4gI09eGyCmjeR90jIjz+o44xFS5rs5vcWSIh8nkYoWk10XfBr67IE9BNyeYONfgdKBa6Mb9gfgxqE0IX4h18coLZAhpKtDHIPR6Ai3qKIFM01ea1EZ5pSpw7hZSFYDTgvjGMgGlOk6vFQw0sCRhvgDo4V8D2nRp7QCZhxPgcl79Js/A64bYg5SdQ6giafE0sIjwemgEUQBS7oYj+DCNSMS3yYtt1Imqyh9jhMwtHEMMFSADE8HQxMoQh9LLgpN1M1gDEOJI8cgQEbJEMMEjnksVTwVHHNYpnH0MWQHtN0KYgVt2zCOp4d1QrXzDUaVI2nOfYNBawPZwhy9qYcxfvstlNmQvL0BU4V+OUeatkgG27EuATsJ5Q5IVqnTQbpGRQpmBTCvzhsyAlkFJFAOwDd0XWSHABkUfUhnYO5eaByi7TTqkLXUXcPshrLE1zcAdbAzvPTFFc598eP47dfexu/+7ut52x//MR/684s4/Rd+/Yf8VRKJRH6qyEHptS0ilwKfjlENkUgkEolEIpHIQ4coRohEIpFIJBKJRCI/DtcDG7z3XRH5OTRa4WHhvXcBrwduA/DelyJyGnACcApwOrol+4bw9XvS6XQYDodYa+l0OsvH8zzHGHO/Y0VRUJYlnU6HXq/HM57xDE466STe//73Mz09zezsLKeeeipzc3P3uw5g6x3X8/PP/k3Ak2YpiYUTn3wcf3jxC1jY+w2ywQrscBbsCshT/AiorIWuIJkFVqhzglkLgx64FiRNjj5ikY9c/Ax1OQA6gzq9QQeqVXCTMMwhWweDOTCb3i2dAAAgAElEQVQTWvQfGbBHwKDQXep2BQwXKepH4PqGbn0K62ew87uwiSUvJ8HtJ80N3TQDycmrLTxD3vGuczj9GZfyrJffyuVvf5QKDFgRavM9sFOQ98HOgCnAeXBVKIa6g76Ygf48npUw7ICtgl8BvgtuGooCyXNgUu3+/RQI9IYJlX1DerZGZTDPwFWDE0NV3SDIoVzLoFoh748xokAHl+h7WEyZhwgBKO0IkRTxa0h6d+PTcQrfR50Eani6aFbGCCgRqjgWEWqoIwOo2KMM/WTAgLSYxvsBRToeluEIvTkGTxdDFc8ikAIFnj6GSjhWZdAb4ugjwSVB26+gcRdpEBpYPGMHjEPwdMPYeqFtF45VAUtSzNOT42jsuYGFcj2ydz8D3yK97Vbm0jbp/gF5fx+dyY1k+ZC+K0iKKawTxHXArNboBjMJo0QjOMyYulLgVAwjPZBJKBaCM8cqEA95BdwYjBYhW0+va6DShrwNnQXI2iDT4B1lNwPbVQGNd+Bz3vS6J/A7r/wZLrjwWl7yG2/iiHd8mHdc9GoOf9iTEUm/30f9oNPr9Q72EB5wHgpzhIfGPP8Xz3Hee3/uwR5EJBKJRCKRSCQS+ekSxQiRSCQSiUQikUjkR8Z7v3DA9/8gIu8TkRXe+73e+1kR+TzwmyLybu9916s1wTXANUG8cDRwM7BWRA49IKbhcGANQKvVolKpYIyh1Wot951lGdba+x1L0xQRodVqcdtttzE7O8tFF13EYYcdBsAVV1wBQL1ev991AC8+9+UkdLjtE+spWqvpz5yINwVSvZmq3IVNBpikAcPvQDLC0wAzhKyK+J1qeS8zIH19JQtazK+tAb8bkgEUHaAJlcNpcS/4/VCpQTLUYm9xJ5i+7jxnAWwD/C612U+m6TfXUFhLdcKAL6nkY+CqjM1djR3sx5SeYfUECuNYbIFgMfUWl1/2NI59wp8z7FRYsWJCd8bjwM2rk0E6A0kBbgh+QZ0Rshmtqy/eC6bEm5HukJcFYBYwUHahXIkUCzDcC6al88NDaWgV94KfhqymsQ7FnEY4JDMgKd7vwk8fg2tl1CUBShw9BFF3BG8xxSKl8XibhvgCwY9N4xmRhVgEzwKeAk+OoYGQUbKATqAkoaUmDyyEkATdDuxwgEFoklFq2xTACKFEqOPpH3CsjlChpKP3jy6GKSqtJbcEQagioWfohNiGKp4+LLeTIzRxBxyDahAiLOIZYkuLcR2oHkG1ez31/VtUJCAVfGc77N9BmU+RtzymWMBXITE7SHwBdhW4XeAXgSEkK0Hq4O4BGYCpgeRABYo7wBbqdGFy/TCUezQWpFwBfh6SjFa2B+w+SNeC7FanBAaUjdVgxsHuArqoyKOgVa/z0feu4NYtUzzvnGt47AlncNozjuUvLv9nxsfHETk4W7J/EP/598KDkYfCHOGhMc+HwhwjkUgkEolEIpHIg4MoRohEIpFIJBKJRCI/MiKyCtjlvfci8jh06/nsAaf8BnA1cJ2I/AmwG7gJOA44Ck2j/2fgG8BfiMgr0G3p70ZdF477cce2fv16KpUK73nPe3jZy17GLbfcwutf//rvee4d1/0l//G1m/jSnz0aykWS3k7qu65hML4WO9iO7d+LFE1giO5uHyB2BKnVY25Ba9PFfhUQlHNBlGBB9mtsQbEPyqF2OJoDFqDs6XnG6q7ysgfFohZ6LVCU6qjgC8gtSXcHrlYh219CYsnyAdYLafcuzHAOZAwZ7cA1ZiAU552tsmHTobTHUt5x2b380fkGrNU23Ty4HMp9IOM6N9/Rx+jm9VG4RfADcDVgPsQ0LBXRW2AX8cP9iFsESp2r9yHioQ/sAyag6Op9sqFtScH3cH4xjHWg15Pj8dq3ZOTpktvB4D4xAgM8ZTgrwzHCM0QweIZhbDmeEUJKyQB1PcjxOFSOkOEZIOHYUtswCOIDDxgceThPwvNXgYMeS3CMwv1YGjeoM8Jg2SlBGCKUOBbRG+OBfpjDYFl8AR7PCM+IUjyCIcn3kPR3getotEIqKv6oDkjy7SSzAhUD+YIKSkwV2K/3wO3XrqSjwhm/CAw0FsSIilx8PzzTMviTlOp6IYDpgEu1X9PXZ8aczsHPqZmCX9T1Sy+03w9rQO/LIw7PueGLx/HZL5T86suuYuX0FC899+n8ybv+EpuM/9Cf50gkEolEIpFIJBKJRCL/e4lihEgkEolEIpFIJPJdiMjlwEnAChHZCrwB9ZTHe/9nwC8B54lIgVZknxfcDwjnbBGRY4HXABcA68NbA2AbcGYQMjwLjXW4Krz/z8DLgXt/3LFPT0/z4Q9/mN///d/nve99L5s2beId73gHp512GsPhkI9//OPccccdrGl1+IM/ei+PPKzNz25KwRiQGnY4oLHzNshntbhaaQEFmIYWcqUB6Rg4B0UFTAJSUXeABHCl/kyi57Ko7VAHMihqkJeQVoAxwIOpq0jAVMG29XyXQZGBT0m7nrS7g8bsN6FWhaQFyQQUCZgm2AZGLFnRoSjblLaGUMHbGs8/+3H88fuu5qIP7uVTH3gip5+6Een2EZ/rIzVT4PaArQURRVUt/dsT+riypo7bWHAD/Z4G+JrO05YgGUhNnRdkLuzGtxoVUObgMzCpzkkSdRqwKxCpYrwgZU5l7tt4MQwmH4NIPYgLEjwGoYFnBKRBHGAxZJRUEXwo6ifLx334Wd0THEtxCEKCoQGM8KRBdtDABaGBuidk4VpBgoBASEPbDo8P7Wh/+p5HqGKooy4PTj9HZEHwUMLy+C2GNAgYSiBBfIJxi3gpwScYZ/Emoz9xDM7WqQ76QAsyp0sGB9mErllPWGN1MJk+FwYqKpAaYHV9iQmvsfAc60EQM6Zr1w/BVEASXQtmIjhldPSZSxbWeQ6ZgaQe1rl6TyBVbduPQGp4BKTGqU+bYOu3n8+fXvJVXv/mf+FDH5nhore+kJe+9CVIesKP+zGPRCI/Igf8uw7/Mw1KIpFIJBKJRCKRyIMQOeD/CyORSCQSiUQikUjkfwQi4n/Sf6tce+21bN68mU2bNrFhdZv/99G/xns469S13HDrfr75V8dBOhmK8SMVIxjRY6aiu7/LgRZ9fVfFCTgt7Jqm7mA3TWAA3iCb/p6/fvsJ/NIpk+AHyLFf5CN/9DReeGoThiONaBhbo84BSaI73KUW2qto1MOgC24azAK4BGoFJAayFVAu6E53GYCdoGisxuHoTh1OkYwhoUxvC89lb/8oF73933nSE6b5+PtPw+R9bH8Wkml1LRABOwoF5zEdS3Bs8O0Znaug48DDyGthu6wixSxIW++PN3QGE7TsVpAV6u7gHJBDki6fVzTW0BufIW9sDO4SVVq7v4IXx2DiEeTZuAoSpI9QweEQPCpOGGCo4xggsOx4YKiFAn8RohGycLyKZ4AjXxYB6LHF4K6wJAowIaIhw5EfUKvzCLXgfZAHJ4eEfiej3kpQLQ6opYUHKnh6GNLltlUoURD0PAhpiKVIAINxDk+J+A7ONIEEUwq23ENt/21kgy5SLoBtBfeCqgpHCOuRvj476upmUIY4iXQCfApmBDIf+m8ANb3vPg/CkU4Qkow0ToM2MKSzWKdVmUWFNS11U5Aezjh8ZbXeY8mBEfgSb9qhTXW6wNeBRRVImJKiLPjNV9/AZR+9gVUzTT582Ts55em/+pP8mP9YdDqdB73t/UNhjvDQmOcPmqOI4L3/vnKD4w8Rf80rHpCh/ZfYC7jOe3/8T7/nSCQSiUQikUgkcjAxB3sAkUgkEolEIpFIJPJA8qIXvYjTTz+dzZs3c8kll/B3n/okH778CrzzPOukdfzTNXv43LuP0eI7gK0CHmRJDGH0mPN6nCIIEkCL2KA7w+vh/aUX6jDgPXjHji+cyumnPBx8RQvDxsFgNyQNdVMA/WprIb6hVJFAEqIG7EgL/gJgdQe7hF3plNhyiNgKphiGYxYwuCTlxa88nVotoTE2jliHM+FPQfFqwS+i/flSf04yvR/GQTFEC/sGXIlQIEmGlIJImKvvhjEZbQN03pIEK/9SzzMpLltJwTxFYnC+g8g4lhLvSpK8g7dVnYt3QVyg3gjqURDiLlRmoWNavt9mWWywdJ1gw3lu+RyweGTZmUCdFrSHpSvVGcEuR0KoqCGB5TMI/dkwmnz5Pf2e5QiIpf7VUQEMGc51wbsgiEjANDCuwGPBe8RB4h2GHOsWEV+CVdcFRPS5GFFnAil13Tivzho+rEecOhuYalhbS/dJ1EFh6b75sJ7lgHVrXIhbKMH3wvrOwjrxGrlBaFtseP4l+IX7+sODFCqcMDqmxHr+7E+fztZbz+GRj5jh6af+Oscddyxb7riJSCTyoKctIpeKyC8e7IFEIpFIJBKJRCKRnx4xpiESiUQikUgkEok86Nm5cyebNm1i8+bNPPWpT2U4LHj7r83wqhds4PTf6/LFa+7mrFNbwEB3iTMCtw8waoVf7g27/PtgmxqR4D3k27UDOwZJW10O3H7wS39qDaHcBRSsGi/olLOQ3AvFnBaK7TSMdgR3gD6YWohNEBjeA2WpFvrpOLh5KBf1Wjpg2uBmdawMkcEAmxdQPRJHBYNa9Ds/oEgG7N7b53HHj1EmFezi7TrO4Ryka2C0B2wvFJZHOnTTAT9Eijzsfh9C0g078scga8NgCxQdjWFIVmphezQHfjv4vZCug3yfFqm9AdfHMUY+toIyKfEMKWUBJwM8+3H0SPJ7KJL1lH4HDkOJxdJAAEcPjUHoYRmnpI86EwiePMQyDIIgIAcqFPSDU4LDUWJpULIXzwiHYBkPbfZDGxlClZJS1wMezxAhxTMMcREa0VAwH5wSPEKOoYajG84RLG08Dk8fT4EnJe0PsBQ4W1BmDTxzJMMhuB7JaBemKCBdhSnmqeTfIRluh7Kt6853gYWgNVmj2oFyDlxXhQmuqyKFchYVGjgo50G6YIa6Lo2o64ebV2cNM6Yvn4PfHQQl7eDSMQvFLEgHTE/nLbN4qQIpuD6eropkEF27fg/Q1dgHaeha8SWwW9dV2WXFigk++7ebuPHmI3nBi7/KEQ87hs3PPJmPfuxTNJvNn/CnPxKJfBcHJ6Zh3nt/7kHpORKJRCKRSCQSiRw0ojNCJBKJRCKRSCQSedCzuLjI8ccfz5ve/Dquuuoqnvucx3DeSx6P94Zev+BV79oJeEiEwsCr3nkXEyffwsTJ3+JVF9/GeW+5jZPO/Y425kZ89st7eNI5X2Pi5G8zecq3OfVlt3DLnR0t2gsHFHpKlnbly7Ff5VP/co++lxpIRAvDEFwEADcEl+vPeH3fyv0LRyJaMBbRXfFL4gHvoShDLEK57A4AYBe3sbhYcNqJY6SDrRibQyUJYxhp9MPSrvnl3fMOTAGJhcxAaoNjQ7DytwYqqR4XtPC9ZBpQhl355aK6Q4i7by7WUKTjOFvDB/cJL7A4fTTzq5/IoLIGZwz+fn+ufr/IDh/u730/Lzke3DefA8/1OIr7tXmgk8GBqBdDccB5HNC2+z4j8v/p+JJbQklt981UZu/AFh3qg7tIin33n52H2sIdjO26hrEdV9Pc8w3S/TtgWEI5DO4HZXDaCEIDHDAKERoSjCJKFYX4pXvgdU3kBZS5ChD8AZ36kbbj7z9/vFc3BY9+LV1Ym+qg4YVlrwckiHaW7/dSBy44Lgz/U9sjwLPpUTk3/fsT+Ou/+Dm+/OWvMjnZ5nde9UzK8j+dH4lEIpFIJBKJRCKRSOR/JdEZIRKJRCKRSCQSiTzoqdfrXH75X3DnXXezYnqcd3/iXLj5anzSZMfsNWRpAuk4RX01//eDu7jsUzv58zc9gqOPmOJ9n7iHj//jTo59REMdEUyb3mAXv3X2kWzaWNDv93nzB/fzi7/5dW7+u6eSJdX7YhckgWy1Oh8AmIZa5CcAIY7BTqDF4Iq6IOB1p3oyDWUP0hktFCfTukNdvDoqmKruirdjaEF4HBgiVDG00BiBKqXA7Vu00HzI6raWi2USmAe7UvuzU+DT8P0kIFAWYJpgMz1fhvo+E8EdoQ5MqyAiaak7ggBJAn5OnRJE1NXBJ2BKSCehMonxFmjq6YVBhgVFNoFPaohUKL3T+0MXSxUhw4dABZ1jHSENrxaeAqGGIcFTAgmCBKeCpaK9YKgEuUAzaEYyhEoIcGiiRfM0XMcBbesYtK0UcFiqGAwlHoMJ7QhCE08XExwWhBFCC+MzRrVVVIoh/cYRWL+IUNHrKm1K12XU2IhhkiTvgK8hRaFFfjseBB/TKhIwNX3evqcOCW4OdS2YBBYgWQVuEWQMCNENkoK0wFmNfFiKZzBtvT+mGWI6Cl1fRV/Xlunp7TNTQBeY0XUgYyBN8CEyhDoaDbIUJ1EDWqo0IdU1yhBkChV5rNCxImw+fQWb7ziSt138Od580T9w6QfH+ZOLf50XnfMyJHnEf+uzH4lEIpFIJBKJRCKRSOTgEZ0RIpFIJBKJRCKRyIOem2++mS1b7sI7z1//66vwBorxQ/i7z93Arn0jxhoCaUreWMN7P3gDv/0bj+HMZ6znERtS/uT3Hs3qKbXlxwu4Pmc+4wjOPGWch22osOlRa/jQhYdy57ZFrrlpmxaLbTv0LFrgNZn+uLQb3qdqn09F4xhMS2MMfB/MOJQd3cFuxyCfg3IErhd2xo/BYKe2lUypaIAGjLbh8SSjLjLcAySULGBIOezIDdSqlte99VsIOVIOgSYwH9wc+kAJpq7jcvvwWQtnc7xpQbkT3YFf1a9mCvx+KLvgq+AGasvvBuAKjRQoFqAYoYVoD1LDu0VG1uPTCQiRCH60A586knwYnBIsiMfLMAgAiuBeMNIxkuAY4uljaOAoQoRCEeZbCednFHQhRCxoFEOOowzHKuH7EsFCkBVARsk8kOKWr/U4FjBkQImhTkkfRxfrK3jvcYxw5MAAQxVHGa7P8BSMxtZic093bAUWxzBphH7BMQcmI6+vRWyJIwXZo9EfIkAHilzFJ34M8pHee5oqWHGo0GC0Ve93GYQG3kGxFRUkiEaNABQ7Qdr6XFwffCN8dcCYxnZ4p2sOo+s5367CAxy4FAoHbhteMhwp3vdwJDi/GydjwRthhPMVvJThNYZ383hX4KWHF8FLE+f24Pw8F5z/OPbddSabf+4Ifu2l7+GwjY/ny1ddgh9d+xP7XRCJPOSRg/SKRCKRSCQSiUQiD0miGCESiUQikUgkEok86DnqqKM01UCE17/yL3nra/+OM17wMV729rt43mkziLFQSZktx9i5Z8CxJxwBrgPlAJE6Jzx6FVrxtZC0ueOuuznrNTez8eevY+zx/8LMKf+Bc3DPzhBlQF87tg1gUQv1oDvOSULBvq2xDNWNIfog7IDPd0I2CUlTxQnZjEYlSBNcAqMFqK4HPw75XrXg9yVUDsf4lMpgO4m3mKKHZUoFCsYwHDke/agKMAnU1ekgm4GspX0lNSCHZBqfrsHLACptvAzw2QYtdlOqIMHvgnIyzGGkjg9S0fdMDcoBJCugMgPFHp2bzxmMH4/1Y4yyOipSyElNi3TowDrA4FnE0MTQQCixZECCJwlOAp6ERnAgULEFOAxVLJM4RsGlYETCOEIDcAgJhgxDilAHCiwVhAYlveCSIAgOyxTiBhhfRcUKKZYJloIJHIsYaljfxjNCsBhfxWCDm0KOJUOo4+iqQ0Vtirw9TcoUw6SNyBj4EkOCZQXiQVwfJwWm1oZ0g64jsepeYA0kMyoQkKqKCfKdwdnAqpggPQyo6feup24I6eEhsgFdX74Eu07XJQkwDm6PunGQqaNCuiZEP7RClMgAqoeBbUHZxQznETHAOgSPiOClrevDbNB1JCn4Fsg8XsZ1zTFQNw4Rfc8bFY7YdcHFoUMlHXDZ+47n3ptfwvpDxnnyyb/BE590Dvfc+Y8PxK+GSCQSiUQikUgkEolEIg8gMaYhEolEIpFIJBKJPOiZ3beLai1j1ZoJ7rlzJ499/FrOOnMdz33iUVz0gdvUsj7fB06dC0R6DGtNKnP3Bpv5Us8p58DN8Yuv3MLa6YT3v24Na6dTkqzFo579NUaD/bpr3aTacblPd5G7QRhJDqMOlAvqbJDN6NdyvwoTyv0ayzC4+z4nBLZpoXa4B1jQ2IThHMii7oovutqubSB+L0new47uosiOAXp4BjgZIQLNZgXcVhVaWAdmDrBgRjpWsSANIEfMCG86QBPv9yGMwC+AH4Cb0HbyRS1eswhMgvM6HlkEtyvcrxLyPWBreDdHr70BZwF6pP05PFV8kpOnDTwLQAPHAuCC00AehAng6eltxSMMQ2xCF0gwGDwWTwEMgqtClyWBg8chlAhJaHuEUCCMMFhK5hAET0Ga93EMgR5l2tK6PE0cPRwDqgu78XPbqYw8nlnyapuivg6hhmdBHQEo1IWChJL9VHs7sINFhDGKNMUnXYpsAmchKXPM4Hay7nfIuveoaMBO6HPyI2AAZjI4GiwCfRV8mCbkd+nSkhR8G4pdur6cV5eO9BB1saCvbgp2hT5rP6+iGL+gIpnBXWCHKhQodqubh9sLbj9QUUcGtxeKDjIaYHyJr23EswcYIonB2enQVw9PjkgPZAW4HSHmw4GfBVPFu1mEgbYtbfBzeL8Ibh4oWTVzCFd9+rFcd8MMZ537TQ474ud5zpmncNlHPk21Wv2J/n6IRCKRSCQSiUQikUgk8sAQnREikUgkEolEIpHIg55tW3dy7iufwSe/dD6VSsYX/vEWnnbKBrKJabAWEBjAZAIzKxtce9OAojoDUsHbca791n4t0tqU2d44t2zp8fsvOYqnPX6aIzfW6QxSisIDBiQDCbpv0wISjT8ALRBTAWfAZyp0EN35jySQTEI5hGQabEX7lCYaEZGA1PQ858FPQoFGItgGiOClirNVXDqOF6vtYimSSWZmGnz2X3do21lNd9pLBmYaKCBpqDtCmkFSD9baNXU1kCreZzoOaUOeg5vSuAkBaOpcPEBN52prkK0E46FoQmlxpkky6AQHgpS0WKC0bfBVvKmFYr7H0AgeBB5BIy486L0DhBRDI7xfRTBAEo5LiFaQIDxYei05KDTx2OAcboPDQomhBhi9xhUkZY9scTdZfw9JPkTKAkgxZGRz91Cd301r142Mbb+O6sIOxHsEgw/j1bbreF9Q6++ntrCF1u4bac7eSnvr1YzvvZZ65y4q3d3U5m6n2t1FvbMVnFXhgSvDuCsajyBGHSiMBVuFbBpkBOlKFb8YnR92IqzBisY8UOr5JjlgrVV0Pfkk9DUAOwVkuoaphTVqD1jPHmQCcgNdQfoVzGIP2x+S9OYx+Sj8B0MlrJMUzyT4HMwkngzvLZ4GnhSo4qXGcowHbY2tMDUVxHgPPuO4x0xy6zVP42MfeBqf/6cv0243ecNrn49z7r/3SyESiUQikUgkEolEIpHIA04UI0QikUgkEolEIpEHNYuLi5Sl43cu3Mza1Ru44qpXMxqV/Nxz/5XZXTtA6uoIYCepze3m5b+ykXe984t89m9v5tatGb998a3s2NNHTAa2zkRTWDFR4QN/cze331vwxRssL33jN0kSUat7aakVPYB3uhOdNgCjxXk+/vf7+cMPdPj4p3MG3WnozqqwwNVUZJCtA5wWpdNpkBKqk1Cf0TgFmYbFBegPwa4NIoK27nY3VZyswhQWwxglfYQKC9t3smtXj8duOiTstLcgk2Fn/CLYNSqYsBPq0MAQzGo8bbxdB66HF4P3bRVAmA0aIeFDgdok6uhQWaVF8WwKJLRdXafCBDtJMthDUaliGEOoMmgci/gOw9pKhCpgsYwFRwQfBAKCoYGlGUQHVVxwTUiYREUHep5jgKGNUMXQxlOGGIVqECq0g+OBU6EABigwjKN/HmuRfFTJKNMNeLuS6rBHOtxPZeEmklyAFKkeAomAX2Q4/mjyxgaMaSPUEMoDxBSQFil2uEC6GFwJRvuQZDUMa1Tn91Nb2I4dbKWy2NX7X5nWdVN21LHAtDSegXEVH9gpfX4A6TpdH7ahIhM3pyKCZBzSFSomKfep04IZV+GBWQFuQcdiatpXsjYIXzJ93/fBTKk4xo6r4MEtaFJJNqU/2waUs2AncJXVlNk6HDPqtCAT4CsqoGAGCMIKMwGMgBbYSaABTIDrAh4vK/WYbwWnjirQBOD/nHEke24/jwte+Sj+78V/zYoVY/zlx16Dd3sfgN8akciDHDkIL2iLyKUi8os/hRlGIpFIJBKJRCKR/yFEMUIkEolEIpFIJBJ5ULNv3z5EoGosJfOsnFnB337hVeALnnbOdezeMwsIyAgpO1xw1gZe+Atr+dXXfp3H//L14Ic8+5Q1VDMHXjBZm7982yO58bYFjj7zel725m/yh694NJXUoLvHvcYtgEYYSAWKAoBXv+ObfOQz9zDojfjI53Zx+LM+xbXfAvrz4JwWnodbwRstFJcLKnBY3Ko7zEsPw/0ak1AaGOwLdvpdME2kzDHlHN5UoNyDoQpuwCV//Dka9YSXPG9K4yakDvTAtsD3tG0xaBxABlTwfg4H+HIfXhrgDd4PcVTxfpeO0bZUcCA1cLM676QG9LUg7ge66z7J8DJi1DiEZNjDsYjH48yIvLIaLxqPINhlAYGhgifHkOLo4+ihTgE5lioglHQQMnwQL0BGSU/bphecEWxoW0LbeWh7iJDgcXi6QBrqZSMsNUo7oEwbIANqnTsQ2yLp3o14i8uGeJNRjK2jTISitgLvHa7Ygy0N3vVD32CG9wA1TDnS55lNULLv/7P35uG2XGW57+8bo6pmt/q119ptdvogEAIJXQDhhCByVI4iiiARDo0K8gACAoGDgoheREVRVAwoKAKhiYTmcBAhQJAm9BjaNDuk2/1e7eyraozv/PHVDpz73D/uPYfmEsaPZ7LWrlk15qgxRs3nWfne8b5EaSP1NsXkCMV0jOikERa0gQHkSxZzgTbihMPAbLMmWoCDcNDEL6YZdBgAACAASURBVE5MBMAcyABiCyv6BxM4hKGJQ5yHeMjcLcKWDZnrQX3YXBDImgiPOYvhUMBFa9vNgxuaQKAVrK/5AsgIzQWVDDjRRC4MTNygBXC8abuw48yCHmtcQtTulVlQj+h2497Qt3VPZZ/jZiAewskWv/+ie7B206N4+EPP4PH/9VWcc87d+NLnPgD1we/9l0cikfhesqWqv6mq7/9hdySRSCQSiUQikUj84Mh+2B1IJBKJRCKRSCQSie8nr3jFK/jYxz6KxAF53aLORuxYaXHNVb9Ma/0IWYwwPQRhBC4jywKvufQcXvO8BSsCF7u54DGf4kH36lmhNk64+AGn8rUrT4Vwu1nY+5zBl34BymNW5KWNfuVicy2YHmY8mLB7ueDVz7ofj32Ah/4WuJr3fXUvv/DCz3HT2y6g3R1Z8b692yz6qxNWPA4nIFuGyRqUW0AB1aYVq10Fk+1mN30FVLjpNm56GO3sxoURaM373ncdEMG17by4btL0uAZu1XbU0xSCpW42spaojlC3BARwobl2C9VFyLrI9ABQWzt+l42Xbtq54QTkuyAMgE2q7h5cGDKZOxUhokyBNoICESUQmeIQPG0ifSASGOGZRRG0ORYZ4FkiMCUyaAr/0W6JiDI2IQahERjURELTdqsRNiiREZ4ZIEcZoASEtgkUVKgKoV0LrhrS2rqJ8cxu0G3q1jzamhC8UnUXqXNojQ8h0kXCzUjRo3KKpyDmK/jtT0Pdh2yOsj2LxBZ1XpHXDkKNc7nNuRsDpblMhIHNUdi2ufM7QDdsLuoNyLsW4RGP2hxIF2QKdQbhqK1LN2PXSm3CmDiGbJcJSFy0NR8qyFbNEUO3wBfmguDmbF3o0IQxTEE74I9CXkNWQ5aZwEMiyCbIDnPekGjuCqLAUiNC2MIiIrZA5uxedNxERowsmoHSnjFZtnuiahw4+iArqBRoPES743jbG07nT37/3jz2yf/GfS58JA9+4F15xzveya69536fv1ESiUQikUgkEolEIpFI/L8liRESiUQikUgkEonEnZp73vOexKisr51gbnUnkQqlZrywG7xHJ8fIN2soS4hwy5GSD33yGP/pXpE6CK9/z1H+4/ptXv+SVSvmSt0IDqSJNBgB3orwoSn46hRwUFZQD7nyqjXOO73Fz56/gh69BYYDEPgvZy3yuv1d/uWDt3HJw9rQycxdoChMmFDXVtBVD5MBVGMrWLsMZNtECZPK3vfaCCr6dNavpRieILbmOXb7bRz49gCAcrJFkQdgbBENghWgdQxMgBI0R3GoGzW72/t2XpyCTKBQYIqGMUiF1H2gsMK1qMUEuH6zm30L1Qn0PJPlPUw7p6DeoToir25DZYaY7UHlpDhBUaaNs0H9Xe4FU2wfvc2do2iOTVBqLD/AYhZOHotMEHzTZokJHhwRCFRAieCa9xxK3bQluFiRTQ/T3v4WxdYh3ETQVkkrG1L1hGlnJ7FX08n7xEKBiuAiPo5BAsEFoEYpUUbAhOHyWVS9U1A/R5XPELKauY0v0R0esZgQxk0h34MbWEHfjWwNhLHNUxibUEAFE4/QzF1l61IceLs38gitCWjeFPQrq+/HbXsw4raJRkSAvl3vK/ABYvOfCpyzOae2ZwW1hIgsIoztGdABaGZ9kj6QfcdtA2fHdGQREzpp5mlgzwlTa1s8oiD0m3HYRGQO1QEwME0D20Rx9nIOaLF3b8WnPnhfPvOpG7jkmTexd/95PPHXHsVlb3g7RVF8z75DEok7HfLD7kAikUgkEolEIpH4cSGJERKJRCKRSCQSicSdmm63S6uVc9XHj/PoXz0VwSE4YmcvQWYpsx6u7OPrdchWcMUsb/7At3jBa7aJUbnbGTN88LKHcJ975lBv2i5x3zE7/WC7+nHzoGqFXJztUvfLEIfg5zlwaJ37nLNkrgflBKbBis7S4d5n7+Sm4yXKDOJaQLvZgb5gzgjag9pDFiEK5B3onmKF5NEGZGqfl++CbAQhkgXIJtsQupy61EFvehjujKs4cEvNXc/uYXESTT8lbwrSWESD29UUuSuieIQW4lawnfFNHIKe7ONuiwRQaaIaFMjAr5qdPy3wGXW7Rd3ajbhZBE+gJJtWRBfBdcGbBwIoQgvF4egAeTOLWVM76+BQhLb1qxEwCA7HLA5PbCIZhJyMHopY3AQVQgvI8HSBwuaOHJCmTUUo8DHiNAM/Q8hW0N48Ho9O1ylGfVzpiRNBdIEiTFHdhmyWurWEutVGRKG4AHk1oJo5gzrvofkKxXgMOsKHAH6Gae9c8Mvk46/hg9qYSbPGxAPD5lgbTo5JBMIsZBXoLPgp+Hlbc2HN1kTLQb4ILIMehbBua1M7oDPmnCBDG3/tQpbbmDgBbSISfA5+CPTALaPaB5ejfoLEOUTnEW2bYMHN2NqVecCb+ID2d80h4HJgpll/vea8LsgulCHQRcQ17exApGPxJeJsTJhDfdE4LhREIkjBAx+wn1u+cDr/8M6K577kf/D2d/R4+e89iRe+5A3fmy+RRCKRSCQSiUQikUgkEv9bJDFCIpFIJBKJRCKRuNOzsrrIZz5xI4/+1Qub3fIFgmfa3kURHXVrC1/koG1OWXV88i0/Zbb2qBV5ddpENhRNlEFuP72DMAS3YLb6ftmKrIoV9gWQgjNPGfDmDx5F4gS6LWAv1BXMLPHFG77FE35qL2QrkGWQzYArIdsNDMCtgN8Glqzg6wIUGVQTmD0d4paJHOot61e+x3a4ux22a911+fyXN0DgLqfNmi2+zAJ9a1u37d+ua/eL2A52tx/cFGSZSiIiHh/3IbEPcR7RbWAOGJtwIkyskO2XrDid74K4jebLTLq7ULcLX21R5bN4WSYbR0J7nhCGqO/imEcpETpACXSBAUq7iXWIODpN0bqDUuJYQOkjFIASqMhYRBkgdIjUWDG8hVA0cQ6K0gZGjTjBfBjsc8dAQXQVFKdSqse1Pd3D36Au2uRhmc76ccRP2B52aIUJoRqQd7YZ7rgAH6YEt9j0tSAPG6gs4VyG5sv0Nm8gSo9WNSFkJVX3NEKek0+OUbXOwI8xkYDmjRChZ0X4LDcni3wGYgllDu0ODAU6OWShieAIkK/a3PoC6Fh0Q+xYzIMI1I1jQDzZdqcRn3TAe8ypYM7cDLJZcLU5byiIzFN7R8hbuCrD6QCJPRMU0DNRg4Rm7gpgHmRgcRLSaZwf5kFKVGaACYKzzw8BZRewBbLSxDXkIKsWBcGCGULoHMrEohx0ExcE9Xuh3uSpj9/Pk3/1TC59+ed4ye+/kT/7yyv4+9c9n59/9AvseU0kEolEIpFIJBKJRCLxA8X9sDuQSCQSiUQikUgkEt9vzjh7D1/98k1YgRQi08byvyJks7bTutoGxiYq0ArqbSvuumARBXFs52htrghaQXnILPCro81Ob4V6w4r5YdMKxLHm0Q/ucO2BLT7wuRsQHSNxEykC7/vsLXz1li0eff/Fpu0K8q45D4TjECcQj5rzQpFBXLNj06NWRK42zJEhbDfuBqX1OwYsdsGiG6780LdRhfs88mNsb2Wgxxvr/sPNTvYM4jrEAcgY1WgiB4Vp3iW4NrVvUXoTBRCGoDNIebuJNsIxyBbAzUG9ZmNVHyK2V1HnCL5FMb6F6Fpk5aZFKExHqI6syE0kMiYSG1eDLso2gQplgIkJugT6TczGJkIbmDYyhTEQG9HChIgSmvu3qISSyBjBN9cNiFRE+gg5jjZKn8AYpSKKoBJwUpOPbiXMLJCN15DpGtloAz+4jSzUSP82stExpDyBjxOQnvVXKzT2yccbeKeoZGTVYdQpncH1FJMjFKOj5OXtEMdEX5CVxy06IVZWOI99G8ew2Yg85qE+bsKY6jBsjMC1YDy1NStTE7EQ7aXbQPWd92IfCBbxwdjWig7sXNcIYOJxW7u60YhqosV0MLXoBTwRqLMOWjiCy4gu2rjpydiPia29uAWsmcuCFqhuolIS3IjgFgi+TeWhdoLGLXBtJG42a3dkmhgtidonSiQ6h2pBZA10gou34bSNuC4SjjSfeRQn8KcvO4+N6x7LA++zi0c95ve4+93O4Otf+0rj7JFIJEwo9wN+JRKJRCKRSCQSiR9LkjNCIpFIJBKJRCKRuNNzn/uczz//478gBGq2EGoiU4q6pBgdxk9vhPExYADFErAJsgaaASOggHrdhAA6alwTvBV6RyW4JcirRhQwgrBlTgflQQibtHsT3vuq0/j5Sz/PP51RcMHpni/dMOXaWyre8wf3oDO3hujICsjlBLIC4iZQgy5APGLOB9kA2AZ22GeUhy2+gRnIdkAYARtma8/Qisxhi2dcMsfq8n5e9YajnPdT7+Dmz94bshqYg3i4uZ8+iEM1b67fQELA1ZGyOIco4OOQbLyOrwIiO5qx6TcRDYeseO08uHVgDqlvBynpbd6CVBOYHVK3dxA1EmcmIMdQv4PAFGVoG+SpETICU2znfE5kq5nJCVASaSOMCAxQptBEMVixfAhUCBlKD0UbNwUlsIHZ+08RJigZgS1AUCYotbkkSJsYt8k2rqWzfgB03pwj6jUTYkgGbif4CYQ13HRAe+uzlN3ToD1P3r+evNzA+SX8cJsoU9y0j49q4o/6OD72adc30XYL4GaQsGXrzzVrCDXxCdFcNNwsuIkJPzSArpmmIOtzh5uFLJqgQbfBqYkYaIFu2VyJiU0QsTmSaEIbGVmbDK0PLAMlRA+yZaIFWSK6daLzBFcQ/Bwu76DaJgvH8OEEqjZftnYrWw+iqEwIXgk+I0obJBApmzkSWpKRVX1EjwIB4gB1S0SZEF2FakTZMscGpvi4jq8don0kTIAtcBFYtEiKOGCm0+c9f7/CgYPn8pinXs09zjufhz/07lz+zn9jaXnP9/orJpFIJBKJRCKRSCQSicT/A8kZIZFIJBKJRCKRSNzp+emLH8vG+hChZbbwOLJyQHvrIPl4HRlWaOUgusaSXgBnRWdcs5vcWZHeZWahL815tUDpofIQPGhznjTXSwbOc997zvMf734kT/y5VbpdzxMfscBNl1/A/e69hHQctD20Csi82fKLtzZ8bsd8Zjb6LgOXm4U93l7im742n6++6XcOOPbtbPOcJ+3jmx/5GW47NOGjn1Z7X5trmzFRcaicbNvhEHwYU9Tr5PUaaEQlb8Yw/8594sE5EyKIu2N8BIdTJS+3ycoxIh6Jtk02tOYJ7XnUZQiuadMjzTbak8e02VJr/2/9tHP8d10nzf9cc6a7o43/dWuu+7+dJ9913sl2rR8K1PkSdT6L+sLm4eQakGbcyQDBT6e4egLqEA1kZZ/24BjFZBtfl+TTAb4cQQBiM0/ikGipBhKlWXNyR5t3zCGemLWps1kmnT0E37G5zjPIPeTFd63Tk0KS7+rjd6/dk2vl5Br+7jUu2XfOuWNdnZzLzO7fZSAtVHJUcoL0iK7bvGaIrkvtZ5t/F829eNS1ia5LkC4qLRT7bG3GWzUjug4qBdG1iK6gdj2itFFaqLSbyAZb8xIjojQRD01f9X8ds5P9P/NU4UsffjAffse5fP0bB1jduY9n/ObDqYef+D/4RkkkfsRJzgiJRCKRSCQSiUTiB0RyRkgkEolEIpFIJBJ3es4//3zqOuDoIhQU24fprX0bImSTAH0FWUA7SwgBWqsmLJCqcRwYQr7LIhjIwS808Qg9kGWIYjveY7TC7cnoBz8HWkLRgXyJjst5/GPuDsN1KEcws9viEvweYMsKqsUOExS4IUjLXPf9AigQHEgXUItpaO1qbPxXrA/ZnJ0Tx3asHEGxAuUm4FjYcS6dzn/ny9cJF/2nXZbswDzinLXvZixaQhVkBeImXtv4aosoOapD6tZuardIZ7qJSAdoW39kAetsbZ8tHmTWxjHU4At8hJqC7tZx6myJOjsVXIEDIr0mOqPA0cIRUTKUgKPTzGS08QfbgU8Xi2ewayIRzwyRIUIHE1RkRECpsLiHk23PoIRGoOIRAkpGFip8fZg6W2GyfC5ZyMgnE6rOEjE/Hw0nKCYT6LfNOaDeBQyJYYGiv4XIFB9aVH4Pde9uFOVh/KRqRCkL5kDgV6C0/pDPN9EES3xHILJgDgduFzGrmcyeTZXth9hH6dLRb4HfYSIVXbe/7N2cxRC4FaCyeZF5i3Vgh7kliIJbhNAHt7uJUiisX1JDmJrLhTTrWWqLWXCzqKq5FTiHMofTGZQSmKV2juACIguojhCWkbiJwxHdIsQhUSJI2+6RLhap4RE6BDcBVwBnIGELlVW7B79i0SFU5vqgORIUwqy5Lvg5e36obSzVgc4261dBZhqRRcHDHnIWt39lN3/9pi1e9Iqr+ae3Xs0rX/lCnv3sP/y+fOckEolEIpFIJBKJRCKRSM4IiUQikUgkEolE4scA5+xPnyqeQDQnLwe4CMUU3OR2JJ+DQhBG0FqwuAMfIVuA6ij4JdsV7ttW8C8PQRhDMd8IFjowvc1+urY5BOQ7oDpkbYhYUTibBRqBQbEI9Qn7mRVWjM0XLHqBMWSLgINiJ0xvbXaGd63In69CtQX1BKRnYols1n4nWGF6fBwysd344sH1+Np/fJTRqOapv3o6ZDkqyxYBgQMpUGmK2FQWSeG6iE4Q2nh1uDgl5Hvw8RiVD+BXbWu/n4GwZvb82YLtos9XbZxQcC0gEPMV8rKPEsiqGl8OyGq1MSHiyBGEyDbCDIIjo0dkQmSMD+BihWeWwBCY4JtrIUcoiFSNUKFGCVilPuIa14XAJjCL4PH0UEoiAxwFDkdRbVAWq2T1YfCzROeZ7DgXXJdJd4bp3FnUhaMSoZ45i5B1ifkc2XiAcIR85MiqCdOFu+HqI4yzjKq7j5B1bQ6zBaiPg5u3sdG2iTbiuHHemIX6MGQrBN+mbq1QZXuJfouys4voPbG3YjEbetTWq88bscMSxGONuCBadANztp4cti7CMZCl5rNaJkCpD0II9rt4E6KEQ0AHXAsVT8h2UjMG6eJQoGzmqEAkA5kl0DfRgORE3yP6OSKb5ubgZhoni3lgHe5wKZmCLBK0NHMDN4tFjMyBtixqws1A3MDFEzi3iKNGXA/qI5j4Zc6eMdf0W4vmealsbOnacyEdnvnkXazd/HSe+Pj78rznvZI9e3byiX9/B6r6/f0SSiQSiUQikUgkEolE4seQJEZIJBKJRCKRSCQSd3o+/vGPUxQ5LbcHqMmnR8gmt9uu62IfwgDJHXSWIR6F9jyQQexDa6+dV69bwTgOoXW6FeDrNfATs8ufPQuYAkNzUKj6UJxqu9BFwPeswB83bOd21YfuHmAMumlihTiAzqlNgXjdri1P2OdpAO3bbvZ6y4r9rg31CLJ5CAMTBOCs38Uq6LL1kRKY8mdvOsa+3V3mZzdAhyBbqN/bWN1XjRPDcRMZ+C4wsb7oEHQb50BlTNU6zXbmx+N2b0wg322iDd1qxusE5PtAc4hTcB6pT1C1Z8kiZNPjdMZH8OUJfHm8iWQICBmeBSIDYEpgjKNDFrv4OMTFmqh9PD0cvUZ84FEmQImnDQQcBZ5ZIoPmfW0ECEvQtB0Z4WjhWUCpUWqmWZtO2Sfke1FK6u4KgSnD5TPRzi5Cu001fxb1/JlMerOMF3ZRdmYQF8h0iYxbEN3ElYcZLV+I651CneXmKBA3bA1luyBsmZNGWLc15WbMnSIOodhPZErVblG25tA8Eouzwbeo2z3KIie2F6FzBjBq1tUm6Aj8bluDLjNhgx5tHBkAHYDfa+/rhp2vY8hPb5wJtoG+vZftB5mCjqldTZCIuFWinIy0aDfrfdCIPiZ4llGmKEMgEBFETgFylBEwRunjWEEkgCiONpFNnFtEpVlzfr5pe8ueFUYmtJBFXHkbopU5juT7QYrvrLmwBm4/uIiJD1r2zGjfxBo6AT+H92P+4tX34uZbXszd7rGL33r6H3D+BT/BgQMHvr9fRInEjzfzIvJ6EfkvP+yOJBKJRCKRSCQSiR8cKaYhkUgkEolEIpFI3On5+zf9JaedsUKsDlIMb8RNj1rBXh3IBLIhEKGcQrYMk5tByiaH/oRZwodts8HX0oru5SFgAC5AKVYYZbtpV7A/t6aNGCEANdTexATVlu1mr4+ZECBuW0HZd61YXW5YtIKU4AHfsuJ12G7uyEMdYLxmu7+nB02QoOPG3j+zn2HN2g19yOb44Mdu45d/bjdSbaIxgtSI89ZvRlasdqsQDzX296XttGemiVCY4KoNsmoTXw6bexuYY4Pv2thoMMGFi0ALZAg6IKojuhKVMeO5Odprx/DTWyEr0KxLtNI1iqAURCbAFCFHyYiSUcQjOC2p2I36gig1UBGZIrQb0cEUJRIZodQAjdOCJwJCi9C03QwuDlDGKFPqrE3M2s04V0xm55vCew2MUALTziyTuVnibBddHVMMj+M2rkcKR1Us4rOSkAtR15gWy9SdLm0pKcZbxHwRiWOi343IFPFt1M3hwhbOZ/hqRPQ1ZTHLuLdE1V4GCnKUwDaj3gp1lpGvfx2Yt7XE2JwA1Nl8+JGtwTAFmYNwq0UuRE/0fVRqJI5xlCaI0EUT4TCgyesABGJA6RPoUWUtVFpENwGGjQChQBkjTJtIjQwTIYwxS466EYcMmvG1GVDEBC5UBEaIzBHYwOkGUCFxDaVtYglGQIbTbXzYRBgDfVSC3T8DYIjo1LpOBmyYkCIMQeabz+0DIOEoyCrolN6OLpf/j8fxra84fvOJf8vZZ5/Fz/7chbz1Lf/K/Pz8//kXTyLx/0ek0ZD94NlS1d/8oXxyIpFIJBKJRCKR+KGRxAiJRCKRSCQSiUTiTs1kMuHjV32WF73i0bhyi2L7KPl2E4Pg2o0DwMB2YPtli2godpudfQyQz0EoTTQQthv7d4FsBaqRFXOzJQgCdQd8DfkMSBvKGduVnUfbnZ517FzvrGhfLNj1rmk7y0xI0N4FMiG2e+A6SNUxW/pQWVSEtMEvQK8RBBQ7gNyOhyYSghbkyzD9Nugsg1HOsRNTnv+0c4EJLgrqMoQuSgmuslgC9ajbjehxYIjKAsQcnFB7oRgfJys9zi9bXzSz/tPmSb/zRf7pim/z1F/Zzd//ya7G9l9Bxzz/1ev8xV//FQ//2bvzlg/8NsOdMwgdRDNUFEdJpEYocLRQJmTVBi7WOBFAKbO9SBwCLVxso35CtHAFu18EwQPDpp1ZKjbxdFFqhBxHgVKgjVGgo4XgEQorkiM4ZolMUVxzTYeIYI4AIxx5c12J0KHq7WFY7EDdDjScoM7PR4l0JzXZ+CDSdoyWLmBMG5q4iNb2Vwj5PFVnfxNfoEg4SlaOCMV+qAfU7S5QNeMBji6RQDbpI1XXxDGVb+IW5szdQAqQkYld/A6oBpDthHgCRAh+hToToj+VvDyI0wiui/ozkHgQp4pohtABV1Fmp1C2zjChgfSgEXiYK4U0UQsnx7LdOFU4YNyIOBwnoz+EDLC2VUpQxUmboIFcFlC3gcQpyAyoB3FYzTSikhGyfTidom7G4hfcApq1kJjhQo2v7F6IUyASs0WiXyRqBJnHhA2LQAehBmaJfob958zzya+9kg+9/2M859ffzo4dyzzzmY/iT//kj8nys75/X06JRCKRSCQSiUQikUjcyUkxDYlEIpFIJBKJROJOzS/+0s/Q6RY847mPwA2uIxarVrQnWPG2XoNshxV0KS2WgRrIrcgfNrE/nUorvmfLUB61xoudVhSVFowOg58FmoJt1QJ/AljGCuXRHBY0mKChtQL1NggmMnAt60d13MQE+QLkAlULZb0RTvRAa8i6jcU+JqqIU0Ah1rY7PtthIoXQB78C0uP9n5jSKhyn7y/MBl8iIvNQH7V7lR5KjmangI5QHMqc9VkE1Yg6D7JA9FBJScxXmk308804Vezb3eMdHzjGsJwxQQeeOs7wtncdYN/+RVQsMkFpQ6zw0w2y6SbEiGsEBYFt8iqSTzfJK8VVB6lFySJE38NJj+AmuOkmvs5tQzxqSQTUQKv5jDEZi42ooEDwBPqNi4LiaaPUREYILYSCjNnGOaHE0UVwjWtDbGIk2s1vFVAAiqNFyJYIukbId5i4QjpIuc54ZoGsFERykIgK+PIIMd+JYCKLKEIQiG6eUJxC1D51awmISCO0qOkDnqwKtIdjtFZbK26pWV8VBGfOG7qIxYxE8LtsPUkL3DJRxqhk1M5R50uEbJfNpfPU2U6iOIJboGaL2i0TsyVUalQ6KAOEWYSscRvQpo8ZwgyBIYoHQtPvDoEtTMTRtWeOLoENVDtAQdSIYwcxVqAOlXk0ThG1MUcyW186QeOEkJ+O+gXUzxN1A1Uh+mWUiLqFZj13gQ5RcgIQxaMuR90yUSBq3awJxcUWSkmQKQ9/5P351sHf4/df/gj+7u/ex9Lyubz+shcQ6698z7+XEolEIpFIJBKJRCKR+HEgiRESiUQikUgkEonEnYs4Qic38rVrP8yFDzyfD3/oE7zpimfQGR9Ei720tq8DibaTPI6gWLFIA3HgZ0xoIC1zQqi3LJJBJ/YTLC4hXwY8lNt27rRv4oJyaGIBNw/5CMIy+C1zB5AWxNJ2bksG9aYJCcqxRSwEhWoDitU78u0ldKBdI3GucTuoIVuwfru8iXUYgJu1tqVlO+OrDfCLUI2bPge+cd1x5mZze18nwIyJFdwiQgAqlBzogxOQjlndSw9EEdfCBU/0NXW+G3yH2kWLaNCRCSXIuPtd5jj7tB7vfO/11gciH/joQdqtnAc95GwAbvzmcXbL09i4+XayapNqc4N97WfzuJ95DU4jremYf77s37jgvDdSjG4GneP/uvRd3PfcV3Jq74Xc68wX84e/81bGVRtfHcFXNa/+3Xdz0d3/G++9/Mvc/8zf5czZ3+aJj3otG4dvwYfIrTceZFWezC75LXbKk9glz2JVfp37nHYpUFCFKc996pu59+nP57TO07jw7Jfy2j95PyHSxD8EPG0isXZzkwAAIABJREFUZeOW4BAqHG1zKKgHeOkB08bJoGY6eybFeMikO4diEREQCMVeJGwQpY1IgRXvc6LLqDJF81VUShwdiDWuMlFGNjlKVo2hGuJRiIsmAlGAuSbWYB50C6IDzU0Qoh2IEQ2bQJeQZSBLVK5H7SLRLVPlSwTfos53U2cZId9HEKV2LZQFYAL0UEaNDKFAqRDaTbTGGKGHMEXoNueUOGYad4MKoYswxjGLxWREGz82EfFE1wVGiMwAFdAyh4TYN0GC64JuoZqjOgFZNFcOLU3EIENzg2ACGlDXQsWBK1A6zTVzzfoucDGgOkC01Yx/IPgOz3ruvTh6+3P4xUedx28949WcdsZP84mPv+X79Y2VSPzgkR/CK5FIJBKJRCKRSPxYkmIaEolEIpFIJBKJxJ2G1772tbzg+c+jDoEQlH37lvnIV36XC/Ydp7VxlGy0jpusQxyCjqG3F3QAhcJkywr62bJFJsQN8AXopjkRVIfNgcB1LYuezCIdqk3LoK9HVuSvB1COoLMH3ABiBXFiZgv+TKiPW9sug7AOxRxMj0Icg+vYZ7sOMEGGm4j/LtcGxtb3bKeJJ+pjQITqKGS7oO5DWDMhRXnMxADlCYgDVheF6TTYfbsJMAG3DFJCnCI6tEHUDuBBj2GdXgO3A3SK102id2g+JrCKL08Am6A9cAGcgihPfewib3znbTz5ceeATnjjO2/lSY/byfWHA05rzrzrHCs7Z/nMRz7Nr/3cPj7z8VuZmyv43CcPkK1/ncx5rrnqi1x034JicCvqZ+l0M/7y9b/E6qnLXP+NdS59+tsp8oqXP+8M8sE15KOj3HbzGu9728d445VPZjSseMZj38QrX3IFf/Pn5/ET3QHfvOlShIKy3aM/2OKxD7+MB150DhCIsWLX3hkue+dTWFlZ4Yufu44X/OZbWVrucMlTH2ruB/SBmsgQix4QAn26/esoYk2V70Eyz6Q1gyNDXYfR/D6s8D4lEizeQMZMZk/BXAUmONooo+a8HGWKkBHYpje4jnw8QqJHEfLRdfi6tjXno82RTGyN+V1As47LEWRiYpL6mAkVih5Q4mKP4DfAKZWbBzqAoj7HecGxRMQzLSBzfWADYR5lDNQINSKCaBelb2uJDItmKFA2G4GLYCKXsrn/EcI8QtUcn6BMcSwQUcSVRHF43bBYE+0DfVvPbIMsfOc5uEPQUFnbfoLTnEiFq6fAEOIGkp1iLg66ac8K67bu44C8WqP2Z6Gxh9ADAsHVIIG8Fbnsr+/NK156Kk948qe46OInct/7vIp3XfEB9u/f/73+6kokEolEIpFIJBKJROJOSXJGSCQSiUQikUgkEncOwiFe9tIX88iHLvGhf7wb67c9lWuvfzbnnTqm6B8k374FVw2hHoKWoBVV1qLszjLtzVNnmRn9h7GJDrQ0sUEsze4ebAd8bK6Po8atIABjcCeLpNMmemHMaDTiry+/lclocsfueUSt/TCE0Lgd+AqkatosgRG4ijIEHvKEz7LygH/jYU/5Ip//6hqomughDoHmGmpg0PyFVzU75EuQurmfitWFyLSMTf8qbDv9yfMmqJZNO0PrY1PkRarm30OskD3AhQEuruG1DyImbnAlSABRHv/oFb5w7TY33LTG4aNb/OvVG1zya2faGNjg8MAHn8K/f/I2XKi4+tO386hfOI2l5RZf+sIBsmqDf7/mBA+93wyEERrGXPrC+3G/nzyFU05b5Kd+9id4zqU/zbuv+BrZ6CBF/xDZ+AR1Hfi71z6Qc8+d5/4XLPGUS+7Kv3/0G7iqTxG32D9zmD0rkZUd8LLnvofVXbP82d88Cl9tULgxL/yDR3D+ffex/7Rlfv5X7sUTn34hV17+RZv6Zie/xUAEIjVKjaCoKKojhBHReTtG3VxTo5Qoofk9Nu9VzTG5431tzvXTDYqtm2n1j5APDtLq30hreIh2/wC+HpqAJGvmRse2RpVm/Ovm2NTWVz2EUEMwoYzUA7vfyRFc3W+EAlUjgAjERkZgDYZmTWDrhABMre9af2etN8ICacaEO14n799+CrFpp2qOVQjaHCubmI2qWXvBHEy0bpw8KtBmzasCExsHnTYOHo7otLmfMSfdEWyNn1zPTTtEkCkqoFKC2HWqNRJtTEXHoCWrK/Ch//5APn31r7CxcZTTTz+Nx/zyQxiNRv/fv6MSiUQikUgkEolEIpH4MSM5IyQSiUQikUgkEokffcoDvObVz2e7P+J1r7iQlV5BWewhHD2ImxylGB5H8gXbOZ43bgd5j7pzCtO5c6jawoxeg988bBELcQvIrNDOArg2xAB5DzSDfJ85D2RLVmCXRXC7oH0UsoG5HmRLPPtPPs8/XHmYl/7dcf7oWWdx8YPP5C57upDttiJue6+JCvId/MN7bmR9s+J3nn4q4vocLpd5xOM/wC23jnjyL57D5R84wM89+3YOfWQ/WbHDRAvFnmZHfKfZST4Et8eKsPkuEyLkKxC2uerzW8zNFuCWzPKebWAGdTstpsJtWTSDLmDF2l3WnszbhnIWAUElQ2S5EUPsMDcEbYPsBLrAkMWVFX7xZ/fxxncdY362xUMetIelu16MyrtBt+j2+1x04Q7+9nX/gQhc/dltnvWkWabDJa7+bMmu2U0OHply0YP2Eoslqt49ufK93+Bv/vY9fPvGYwwHJTEEQoi0ptGiK3zFqXu7LM8uMQqO9voR9s0Hjp2ocP0KzRdpRc9QVvmjF72bb157hH/93EuZzUoic/j6MG+47Gu85Y2f4+Ata4zHFXUV2Hfqkq0FChyCUiBkCII5CsBk9p5U2kHoUss2MEHwzTUdIhlWcC8Ah2eJyDaCu6NtEHwEqabMHfoq0fUoRjdaREa2A7JViCcwxYkD1wO/AvUha1vaNrfatSgOUTvGHKiAtJDgyase1BugA6o8ZzK3C5UVItvNw6QoXYQZrKgPQobSxQr5HicK2hzTEeAbF/YlrPg/a8V+7SAsA1uN80NsHAjmEPJmnBzKyViGhUZYUIAWgLc4ElWQFfssXURk2PRnJ8ioeVYD0XVNGCJzuLCOZgtonDPXDlZMvCALRBHq/K5ENyZme3Buromc6OHjlDwAugMTUzggcK/zZrn2i7/Gu997A8/67atYWJjjd573GP7wD/8Cn+36nnyNJRI/MFJsQiKRSCQSiUQikfgBkZwREolEIpFIJBKJxI8sgW2+8Pl38yu/9Cie95L38rLn34+5pd2QdSmO30heRbO4l7YVb2UEvtv83kIE2wktBepnrKhdH7Z4Az/TFNlzKG8FV1hR3vcsUsG3QNqWRT+ZQd0QYseuy5ehXufA7WMuPG+Bu5w2w/P//AYe/huf4HX/cgxas5B3gAyco6wcv/HSG3nRX1xP9+7/xPK938++u76N4+s11/zrr/GXl96Db135nykr2PfTn+X22w6BZOAXLMLBL0I4xqe+MqZ1/kfx532MR/z61dx+dMQ3vz3mIU/9Jn9/xUF+7zn3spgJJmbf7wqz+PctcD1U5jBnBAcyY23LTFO4qkFmscJ5u3EEAOhZW9q4R+BBejzl8afz5iu+zZveeYAnXHIeLmS4eoCrp7S3jvGgB53DDQe2+PqhNl/46gYPvf8pPPiBp/Ppj36Vq74w4czTZ1k99UwmC+dyzRcO85QnvpGfuvgM3nLl07n6U8/ipZc+gKqK1vdiEQjkuY1J9MtoaydazBJjxMU2eVVR+n287a2f5k2vv4Z/fv+zWV3NkdrjtOJfrriV33velTzuv/4k7/jQ8/nYV/6YJz3jIqoyIrRQBjh65NMBxWhANh2Qj45QTEbk5RSVnCgVjjZC3hTbPaA4MiBHcN/1KhByHAVKn/Z4RDFaY+7I10FaFOMbkWwRybrfmTPfa0QHrUY4MjUhiooV8OvbLFrEd22uZB7iUVvXJ9d8DIjLEClw0ZGXI4ryCJ4c1/RbKDAngxyh3QgT+ggtGwttNcc2cfSa4wWCNAKLHNEWQgeayAlHgdBq1k/VnN9G6CG6iY8BHz1OMxMi6FEggjq7Rl2TPZ+h0rE1x9SeA9ogM6go0WWEbJG6tROVBZCBPcNuDovA6BD8PMQJdbaKSgZkCGozE0BijjAFEYR281kRBB79qPO57du/zosvvYg//4srWN5xBv/85j8lhtu/z992iUQikUgkEolEIpFI/OiRnBESiUQikUgkEonEjyRlWXL3c+/BgRtuZd+eOf7hjx/CJY/bid+4xQq0MScbj2DSh/bJnemxiUGYQuGJvgeyhVJAvYHU25DvtR3Y9THQFlBDttOKulpC9LbDOhZmjz+soDWGsUJeQtkHRlDs5ODREfc7d5a3/MF+yOZ51eWBZ/7Bx7jL/hEXX7gK4TBkK1z0hI8wP+M5+tEH84YPbnJiy/GIX70/Z553Fgs3f5FSWyzNrnH7++7BfZ/yLc585DX8zpN+gsc/PONv3nWEraHwnx9yGi969X9w33N7vOA3TuU5f3Qj+y/+NwDO3N/mw2+5Hw+7+HRg2Fjfb9vOehzEGqSPUKLZLhNV6O2YVf4UZB/QB91oHAEOgyzZezq0aAAid9jra5+HPWQXRe44sT7h0RcX+M0v40KFDyX55rWcc9b5rOyc5VWv+RJnnjbPzsUxF99XeO6LjzK3eCMP/snTGcyfBq7NF67+V/bsnuWlT9/NaKFLa7DBm27t20KIIytS+wwVTykDAkuMZzrmTiBCNj2EeuWTX57nec95N6+7/Gnc9Z5LdDZvoOrdBT/d4DOfvoEL7n8qT33mQ3HSJTLg5gNHUSKgOJ1B6zXy4W0Ug4PU4R4UPpJPDjCeO4OQdVGXN1EDFt9gIoaRjQkVAEKbSL+JZahwzFFMA9RrdNe/hNQZPkTEL4GuQazs/mJu2wni2Jw3XDQHDy2/E9lR7IZ6rYnhmIDfaa/Yh7huRfW4ZgITneA0kleHKFu7yaqaKrf/ROAIKFMUhzIAShzzRMZIE9+hgGMBi1fYRijQxlUBRk1cwwQlhyaWAiKOgthEMSgjMlW8dpEYkXgLDrW15lYgDkxMQNGsqwVgo4lm8M2xAAxRjeCWQbXpexPJ4JZBc9CDzTfHEZC7U2eR4AUoifSBDipDsngcsM8UVftd1dxPdAb0II6aFz9/P8/77Ut52jOv4klPvpSXvezVvO1tl3PhhQ9uBBKJRCKRSCQSiUQikUgk0l/IiUQikUgkEolE4keS1192GbfecpCbP3wR+xYzXDvC5vUwHZkYwS9BNQHdAD1p9+4hbjRF9BLRI0R3GpEhMELDcSRalj1hANoHmqJ71bfs+jgBvwxMoDoGIUAZoDsDcdPOqUegSpHDdDKCegui8oxHn8LXv77Mw3/jm7z8t07w337rLjz3j77B5766xVfffjqFHuMZj9tP7M2zvTxDqNeoskBrsAnlBjOtPl//5728+A1D/uot1/HKNwRaBezf3ebKqz7PjoWMd//VflZXPb/w8Av5yjemLM2M2X8KjSBjbEIENkFrNK6ZqECHIH2cTgmh2dEvY9Ax0AM90og4BjY2zKMyxMUjoFsQW+AFqO0VNxApufajF6HliJl4O2zfji83oK6h2kbiBg94yBlc/q5r+fUnnA1xi7NWYcdyi/e+/zpe+w+/wrQ7S1aPOPv0DocOb3PFW67mXg8+ykc+fox3vvebthDCmhXnwwiJU3y5Tl4KIV+gKhozQOlz+1abSy55O09+2oM4//67OHbkBL0Tt5P5TRb27eP0uyzy9jdfw1UfuIYzztrHv7zr83zm6huYX+zgJrfgpxXEEcXm12hNNijrNjPj28D3iTIm+DYxWyJmFVbgFhxWMI9NRAHURJRI4GQEQqSPxiGt/vXkw1uaGJAdNidxs1mLtbkbVMNmvAX7c16byIWJuXjUayDB1jwAhbkCxO1m7kdNlMMYdBMXAq4cIRqpsw7BZ0TXJqJADoRGTDFtRBk0hXsAj1JiggN7CbOY6GfUxB7UCF0iU4Rhc72JNCIDhBLiCBc3kOgQ3eAOBw7dBEZNDEQTFyIDE1PQiC1koREm9G18lcalY2DXktt46snxLoFZJB5EXA9iQJ3FXihC1AHolvVDFiyChS2LvKA2UYhOrT+0aBVH+cfL7sEfvXSFJz7lMzzwQRfzwPufzTvf+jL2nHHJ/+5XWyKRSCQSiUQikUgkEncakhghkUgkEolEIpFI/EjyjW98nZ3LbfZ3j0O1CsH2apslew5ZG5XAaM99qGaWKSYVrfE6fjxktHA25cx+NFsi+B5CQF1u9vcn4xjwEIMJGNTB1IqWFGJW+ACtAimwYvj/ZO/No2y9qrrdZ6632V31VafqNGkIIcQk8CUgjSAgIL0g3UUSGkEjMSB++omCCALCp6IooCAaQP1uBBTwgoKIoCBCrkgIBiSQhIST5vRV51Sz+/02a94/5qpzwh0ijSSHwHrG2KNO7drvelcz380Ivzl/M+tAPQouAzmIY3mhwaFjE5tTkkOdc/mrzuac077Kqy5b5RVvWUME3vG/78Y5pzdAEsQLrijpHPgCbtjFVQ4ns3YPTXFpzu/8/E5uPQJ/88+HueVj57C8cwXcVEiW6GLCaYML7jkD9CyxwGXgmvY3b44BJ94rQFKz2VdBJcH+czEBMps/cFwAJ7eXJvZTEqDB8U6AkgMJ0zPTUDkYDcLfEhCPZE3amzfw0B9a5APvVR7ywF3Q9Iw7u3jwg0e8811f5pEXjMlGxyBr8sinPIhfuLrPL772Skav2sejfniWV//iPXjBKz5nVeg+PX7vqbXraG+MqBq7yYoeiFDtOIXrblxnbW3IW974Cd7yxk8cj6PT97S58VNP5Oef1uCGK3fx/Gf/BaqOH3vqvbn0RT/CX/7ZlfiDB/jQe6/mlhv2c+aekqc8eid0Urt3ldBa30ud7aZsd/BphpLYNpCgiDk0EGIKZ5q29RwgH63T7B0i7W3ZXjVzaLTNEcE3QguGcE5+FPZWw09s7zU7vucWJ3YfXG5n5nIoC/AKeW6uChLOnYSkqkiqoyTFAJ9NU2a7qdOVMNcQA6Rwm7VIiA8lCa0ZwJGix+PEH2/ZYEkqCabmO6wtQoo5b+QgIOLCOnyIr9TWraklWEiIOZKQHJCgNMK/09BKJAVphCSa7Xkn1nYkJFcImbWEKI7gZYUynwFSEhWyco20HoY55iH5ILGWJBq+W8jC90wa7ifsOWWWf/m787nqs32e+fxrOfWsZ3HRT/w5b//zv6PZbP6n31+RyElFTvYEIpFIJBKJRCKRyPcLoqonew6RSCQSiUQikUgk8jWIiH6j/1b50z/9U17w/EsYfPThpA0P2az1mc8cpPMoBeOZs5nMzlFO7aazdQu+HpNUJZP2DEVnJwltqlQREqYO/Svt7ir4JlBCuWbtCiqPyjQMjkJSI1MLVh2dzUK9ZdXT6YJZ4dOy96ghX+Fpv3gF19w44Nq/vgCSaXrVLqazDahX8WmHz325y1ln7GCu0Ye6gGQaGg78FN51YbSJy1agHJoYXWwAJZ+5vskDfvKTfOSye/LIh+00QdrNQzUC6YJrmUibLFqVeDqBbCoI2ylWzd6FZI8lMEgDcz1Q6mQn6hOQTQiCOW42tAvYCp8F8VOIDkjqVVt3EKl7wzbTzX3glm1vfGKuEsXIbPYlgeKYmfGv3IuEjKK5QKf/74xmzzOdvBjg0xz1farWXVDXJOsdIi036Ry7GrJFm0d1DFCox5DMAznU6ygeFZgsPoC8dyv1tJBVW3g3y7i9CyVnnLWZOfQlkqpEsooyn4dGxbB9D7K6pEhT6qTN1Z+5gec+6TLucfYO7nsX5XM39PmPvQPe9QeP46E/mAJrICmDpfvjqRnP3I06HeNoILRCu4AEmGDifju8J+DHTG3eSpUs0dj6MunoAElz2vY6mYbqCOBsbX4ErgP1hiUXSCe0MWhCvWln21g2N48kCS4I2y0KBlBuWXuG1AMz4I6Gh23O5iYdVLv4NKFo/gDKiM3JbjpTW7bHzHLcbYAhjkZIehjixSM0URShFZw2PNBEqRESPAWWlDAPjI+Pk/iKxGeIL3F6kBM1EzPAyBJpaFqrBGbC7wNgGtXa9kfK4KCwFPY5D24JiV3jE5BVTiREzKDOM24sUOYrDHsJM60CV2/SnHzJHB48IclmDDpAZQeWcLNpa1MN7gkKfp3MD3B1gSTLvOM9e3nhr36K8cTz8pc8nZe/8q3g2t/EN9/tR6/XY3p6+qTO4Y7g+2Gd/9Uar7vuOs455xxU9eumG9znNNHPvvh2m97Xxf08n1PV+9zxd45EIpFIJBKJRCInE3eyJxCJRCKRSCQSiUQi3w7PedZFlJXnLe/fD8kKjA9BMmcCqSSUM+eQ+JKqs4wmwnD+XGgsUTdmqFvLSDpNlRY4pgDQfBrvFqA8CNIGN2cCb7oM/cOQzkKdQQ3kK0AC6jExNDfx3WXmOJDMQrHK1dcNuedZ0+ZaEN7DtSCZx2Up973gbsw1N8BNH3dTQBegMYUbD3HJlInI2+J70oZsF7/4u1dz/tnzPPKh97DkgmQZxodNJPUd26BkN+CDcJqaKJ3MmaBNaVb4fsts+10zrGEG/Bo4BbcDXGLtLvw6SGVW+SogK5jDwhATaDO71s1aAoK0LQlC5iDp2P3dvLW78Jv4xm7UZYibZzi1A1dtMpk6Fy85RfM0qvYpSD3CeUcyOYrTHN/eRVKX+MY0KoWtK98DiJ2Nr6A+CtkKIhku2UVz46vUmSedKBQJLmmQForWA/LBOuqUhAytFiBrUuSn0BzdTC0pWZ1T9Ls85ylv542//lA+/OJTeM3FD+TDrzufP37pvbnoFz/KeLgK2U5wLZr9I2i2i0bvBhqjIelkA1c7XJUjKiTliGzcJylvwWkbUBLvmEzdnWxyDXXjVOr2nhMx54/afiIWa8mSVeaLcNxRwC2FCucEkhkoD1scigOZAVpQHLBYlg44AXZYIoKbBUlQl6BuEZUMFUG8J637IAshUWBM6gVX78f5KRw1TlNcneCq/SR1RVoVOF+RaAfnC5J6hKtHOK8438BpQloPSRWS+iiOKRyCI8ScrgZnkkVbi+wAPQak1n5CxeJRNLQZMXcFZMaeLULM0QNmw3PYAqYsdp2CLIZndQHYpJY2Ki3Mv2IKkQZZuQo+B1+EeG7b8+VmQzxnYX8Tu7fvIrpB4qbNVSTdCVrwrKfOsX7jT/JLL7g3r/7td7O0Y4W//qvfgfrQ7fytGPl+Zm1tjcc97nEnexqRSCQSiUQikUgk8jXENg2RSCQSiUQikUjkTslLXvoy8tTx+Huk6Ggdae2B4hAkBWhJ2l5gODcHdFGmqEUZz5xBjTkXCGMcs5hLwJCi3aKxfi2+fRZp/0aYjKz1Q6rQPhWGh8ANoRiby0C9BnXXxPeqguYp5qagBVBSuRVu2t/n7S8/xT5bbUJ+Lky+Ym4EmgQ3+lOgOAx+YPbybgr6R6ziutqCfLdVwJd9qLbo9pXPXNPjQ2+5P9QH7f5lCclOKLomviIhwaAMSQRbWMV4A7RrGygDSyqQPvgx0AWtcW4PXteD3X4JVJDsMDcIjmEl4xnIGBFvCQCSg+ZBsG0DA5BlIDg+1MegdtDYSS078bLFeOYMqswj6RKTmQVggOJxFPi0Sdk5i6mNK8j7FT49St3YRZ1NqLUiKRPQMVKNghOFMwHf7YTqkO1jVSA0yYcNqA5CnjHq7CSpN9HsNDprHyOpHWiOS+fxZQlpSe1maG99gaSs+KuPjbnH3aZ46ulAvgvWDkBnwBPvlfOmM2d53z8Necbj90MKSVEyvdZlNH0qzWNX4tNpvLuVqnkqZQPy8X4yCor8B3D1tQyaO8kH1+O8UrfOhvoIrjhk+41Ygk11ALS2/cv3QHHEnA9IrOVCssPcIbQC7y1WqjVgy1qMyCaku2G01+IgzewlO8EfsfhgE59OQ30UYQAIUq+SupykKsjLYwgpXlaAm/AyQXSCaI5jDtFVlAFe8pCk0gdKVAcIayC7EdbxVEg1Qd0e8LegUqM6AEkRtwz14eBuUFuMuRWLJ7q2H9q0c9XgVOBqYCfoVvj7wJIYGCI6RunbM+R22H7oOMSzp8zOQuhSJSnKCFdNSMouidaIDIJbRA+8AJuAR2QpPDsF4jdBeogsgldcvQ9X98N+piAJTm/kt14yy8v/1zN5zs9/hp94xks56xV/wLvf8/dccMEF3/Hvw8j3B/v37+f6669nx44dnHfeeSSJOdJMJhOe/OQnc9FFF/Fbv/Vb33ig2KYhEolEIpFIJBKJ3EHEZIRIJBKJRCKRSCRyp2RxcYmiUi6/oscrzxlbZbwMoR6BNnD9W+hMbkXKnZAJVfM0ymzZiq2psL71I5QKpWDSWiSf3k2jexQSZ2K98yANJBHIB5YwIDnUqyZ0FgOovAnwxWHwXcgnkDT50Ce/ikuEh94rgbpvzgj1JqQOGEHpoU4hUfu77wMJlKtW2V6tWwX25IhVaNc9qPu87E/WmZtOeOyPLIE/ZC0KRIEmMAA3MscGXbc2DbIRKspH4DdRnQQL+ww4Zk4KOrBryRFdR5hF2cCEcWwvdGTzDq0XlGm7PxXUNdTrJorXpb3kCDBtiQ5+aMkX2kNTmHTmGHV2oW4GkQKog42/x+MQUsSNcON1Gr2D4Obw3EjVUMjU9srvMKeJumuuEXXX5uJHlsQhoTVFtYGJ2yPSyQG0btLuXUFS9kzoT+YQf4zWxjHoeyAHt5OaATd/tcu9z5uyZI6BoqMBFJvgm1xw1hx7965CuWT3dWbW0D76WXBj24tkBb+1lyqrcYxJxJHmQ7Tokrp/J636JNJB5KsWt75rVf1klvxRj2z/pGVxoVUQ48UcJ+q1kMRSgNRQ9ez3ass6K6QNc7rwHvIhuByVMSoKSYlKCUkWklXMGQGCF0N1iNQLSb0G0sSJhHtvWHzJnBkUaBfRPg4N7RKawCrm3hDahdQjEukBqSU9D9k5AAAgAElEQVRJkNhaZQy0UOnjpYkyAEpQF1pRDFA/CS0fNkE6CEMUDxQ273oUEmsSYANootq3WCUPyRsNi28tAIdIj0k2j3c1Sgn1mLTaQvyh0A5iw5xDtALGwY1iA2QBqY+R6Ia5KkhqjUx835IiVC2Jwq9ZTGhBu7HOe992Dre8cpGn/cy13Pve9+KhDz6Pv/qL32X5tFjFHvmvUVW++MUv8v73v5/3v//9HDhwgAc+8IFcd911DAYDnve853H22Wfztre9jZ07d/Ka17zmm0tG+B5ARE4D3gwcBb6iqq89yVOKRCKRSCQSiUQi/wkxGSESiUQikUgkEoncKfm1l72MRrPBr/zKr/Crz78XzWZqwjwNa3tAjtQZnbW9aKfNyO8mTY4w7JyCz1IEh6NJzRjHNMoE35xjnJ5Ge+ManJ9gAn8O2TykY6hyyGas7YC0wBUm0Mp8sIJfhqQPqXDr6oB2M7GWDlUfkimQJXMiSGbMSWC7vUEyAhJIp4DU7kFpQmu2w6rgswxIeffHbuZZTzwDsgVr4eCmwKWQL0KdW2JA2jQx17XD3MaQTAVb+patSUbAYkhkyEN7C2829D5Uoktic2Ta7Oq1MJGWFNEpNFkBfxC0HcbF2kHQDbb4ic0jVagmkMwjvkNSVzifUrsMR9uq5oMjgKOFCuBTfDYLyRhkCqeQTQYw6iHZEiTT4HrADsy9Yd5aYEjfBHaw9edtc0uQnGwMmnjEtyypJGlZkggKzllSiOuAa6GScdapNe/65M3IU+4OnSmoupDkkCifv/4gP/2EFSgTyEMbDhJLTKmOQDoN6QKu7pFVAgoiDdLKo1VFWk3MYCLNIF0AWTNxP5kG7+xc6z4kzTC2M7eLurQ5pAsWH+myJapIFlozVKHNw9DiTDpYcoBD01l80gGZsjWLB2YwJ40U8Jag4WaDEN8KcZIA29cs2XsyFeKitve3nxXpWCKFlPZ3zSzBQh1IgbX6CG0m6Frmg1tCNcESDELMyTSoIM6jNMMzN426CnwPmDsxNmm455ytgTl7TwRYsrYL0ra5SYYyR2O8jjbnEKD2Y4S2zY2ejaN5eDYkOJYsgE4h5MA8ompzFLCEigYiYjHIcmh3kofvIsfpp53ClR/p8MkrRjzrhV9g1xmP56d+8sd5y2XvIc/z/9Z3YeR7k+uuu45nP/vZHD16lCc/+cm86U1v4oEPfCDD4ZDp6Wk+//nPc/nll/POd76Tpz3taTz3uc/FuTt3N1YR+TPg8cCqqt7jNu8/BvgD7Mvo7SHx4O7Ah1T1MhG5/KRMOBKJRCKRSCQSiXxD7tz/lRKJRCKRSCQSiUS+r3nRi34ZgJsOD6E8YEkDdYKfDHjuyz7PfX/iY/zA47/ADz/pM3zyg5+ESUH76BdpDA7TmPTx9QFQh1IACUX7TBpbn6VMZ0z41RFkLagPQDoHWSM4BDgTeyeK1nPouIcWdUhMcJDMs7GxTpZKqNzOrJK9OGSir+bh/SYU+4Komdl7pFAPrZo9mQ1tCErwE/YfrVnbqPiFixassjyZtQSBdA7K/ebkkE6HeXSsjQMdkBz1tYnAVCayypRVjfsamARRdQqqLcRvILRsjb5hY1cD8BmUXagTq5Cve1C3gjNCESrPvY1TD6EqzUkBD+kMFD2kPkhaQnO0j1b/GEnvWvLuXpJCrTVE1SfvHyDrfxVXCaoV1BPwBeIrhA5UIyjXLXFAChPwKWy92bwJ4emsuSL4LROEywqkRMqJ2f+7aahqGA9gMjHx3TVMtB4fJK09T3j8GVxzXZe/veoQdPfB1CySTfjbq8Z86atHecpDMksK8dg8tAZ6kAfXgHoILkF0hGhm+zI5gNBAdIj4BuaGsS+4CKS2zyQhVuZNnPdjO6ftM/fe9kAlJOBkJqRX+03k9yG2cHZ2Mg0+wVdjE/U5FhIOEnPFULVzUrFx6k1LgJGJzYVpqA7btbo9RgL1vvBeFlp9ZKCrtreahPYRRUhsUGAG6o3gYjIOiQdzeH/EHDJkCtUSpYP6wyguJCKEJCOGdi1tizVf2rOh/mvjWQp7DumYYwcj+7dagkRj/HlwCc3xYRqjveBTkvqw7aVvhP0uLKYIY/s+wnpIxinDnm6C30CTObyr8W4Br8fwovhkBhVnzitahjYnLR7ywHlu/dxjuOz3Hs673/th5maned1vXxocGSIRuOGGG7j00kt58IMfzMUXX8zevXt5/etfz4Mf/ODjbRkALrjgAl7/+tfzwQ9+kEsvvZRms/nN3UBO0uub4/8Aj/ma6YokwB8BjwXOBS4SkXOBq4ELReTjwD9/03eIRCKRSCQSiUQidygxGSESiUQikUgkEoncaRkOh6jCmad2oLXLBOoKHvqC63nPRw+zY6HNfc5tUtfwuJ/+NGec8we8+KWf4OPv+ThbR24kKTukxTqiTQRodm+gmLkXWblpFd/5oommjd1Wce8w8VknJlqTQrcL+YIJxDJjFeD1Fr1xkzwTSxQA8BNzOcCbiOpmTTTOVkxEFYKQXlhFf9I0sT9ZADyr3Yzzn/EFzjuzxZl3uwsk7VD9Pm2CcraC9QqYmBCvQ0h2gY7Mlj/tmPjrcswJoW9zcIq5GiTAOAj8U7i6R1IJSbWO81O4WkmKTZIyJam6uDrFScfaAtCwsTUJY4+AKRvb5ybyMwZpIm6WZHyEZn+N5saXaPW3yMYDstEBnHe0egdw9YjmYIt0fBCRZqjaD1XnfmCJHUnH7pPMQFJYhXy6bHuRTAFDyOZCokJICKFl+5/M2t6Wqc3PA1WD4+0s8p2UaUo7zXnvHz2In3vjl3ncb3+Vl19+DY99zS284A+v5S9//1E0Ozst2SEJlfyJhvPq2VzzIIBn8+ZC4LuQ77Q5uhmOi93JsonrCiRzFl/Ziln/O2drdN7Grru2n64JlBZfDouh7XFccB9AIQ338x5JF+2essPGFk64KUjTkiE0xJyUoB3bd/qQ7AjXzgZhMbQkoLC1uelwxjtAg+OBtMLPhu2/9sxhQPxtxu6B24nXDJUiOIiMwjgepArJOsGpRBohkaENTizeJA+tRmbCGbbsWdBxmFcLS7hpI34DdSs0J4fJq8M06glZvYrzGQkNHH1EWsFVIQtjDxFtI0xZSwZp2fMlU+GZn0Ayi8oEdcsoOSoe75qoa1hihGuH58vm9jPPXGHrqz/Fz/7UufzaK97Oyso8H/jAO1AtvnNfkJE7FarKm9/8Zh7wgAewe/durrrqKi699FJz3Pg+QVU/Caz//96+H3Cjqu5Ve0D+Cngi8FPAK1X14cCP3bEzjUQikUgkEolEIt8ssU1DJBKJRCKRSCQSudPyla98BRHImx7KnomC9ZB/++IG733dBTzxRzomgGrF+nCRX37DXt73dzfw9nfVFOX/y/JSkz+//CLu+4i74bM2+BF57wCu6pklv3RNFK63rBLdD4GBibDlACZHoRboHoG5eahXQzV8k61un0bmoDholeEidn3dh6oHumktHLRvlf/at1e2YmMUR+ya6ghkizz04o8x3Raues+5XHv9rbzsD2/lFc9f5IJzXBCP+7Z+Hdp83RLUXdQNbXxXWAsGLYCjoRJ7FdyiCerSxVoy5OZOrwOk6ppoLs4qxcsNGIygvWxCe3LIEirqAtIVE5nrdavu18oEbN8Dv47Z5qdI5RAGuMEBYIqCjGQypm6sIH6NOnPkwy7p8DqSYsNaRiQrgEBxGKhsTxp3Dfb7GyakuywI6OOwnjbQtyQRHYZKejWxv16FYgj9cL5pDs01qD1IG5Uc52smnV3c6/wFbnjnvfnbT/bYu2+Tn/zRnKc84hzKuTnIb8FcK9aDk8W8OQPo2PZcGuASc+2oSnOroBuSB1ZN/PeZnYUMbd6+b0kFfgOYhDWWIPNQbY89OjF2ddASHqRpSQCIuRgglmixHRN+gIwLtHOaje22nSwKSxDwfdtLEluPdEDWQ2JBw+YtDvQwIWsCqFFGFisMLJa0a/PWsSUSuHmLAdnEEgSOWUzpus2L3Fw2ZNoSQbTA2i0MgfDMSR9YsLPXY5YoxDGQRYs/NkOCxIYlB/itkJzQCHGnYbwJaAunG8AQ53tADdzFrq+P2Jx1FdxO2zu/AaIoGwhLtl+6iSU4DMxNwk1snm7G7pEUYd/7oLOWAOSPhLVtPxcFTq/j939jgVf86oU8+9LP8qQnPZtzzvk13vOeD3PeeefdDt+Yke9WJpMJL3jBC7jyyiv5zGc+w5lnnnmyp3R7sCQiV93m97eq6lu/iev2APtu8/t+4P7AnwCvEpFnADd/x2YZiUQikUgkEolEvqPEZIRIJBKJRCKRSCRyp+WUU04hS1Pu8uiP8+G3nM85pxSsj0rKSnnkDy0GYX4CIizMKH/2mw+wtgjaZ31LedTP3cozL3wHXz38UuqsGezUS7NplzqIsGrW7zoJ9vKhl7wroF0h4iFtQy7miiAe/ISrr+tx2s6mOQYQbPApsUry7ZYAClTAGBNFG0DbbPLRUC1vVdp790942H3b3OupX+S6m616+sIfm+aC/zFv13pr5WBJAFkYu4RqDGlt84aQhOBtHjRMV1bC/TFnBpFQWZ/b2reF66qADQ9MwA1t7kllIjUKtUJVQTnExGof7P6dja8leAfFGHxKNTONbzXAK43igI2RLlC3FxBZRro9kkkV5iU2pFTmEsA4eP3ltmYtALFzS5pWVU9pn3F1WKPY+1UFwwFMEsu/aCT2X8daACm4ClKBJIVZR+PMOS7cPY0btKEYwHSTMtVw5rUJ2dv7WIWECEktgSWZsTWLgish8bb9SW77oRP7bF2GfUpsnr4yod3pCU9DrayVgEiI0WZIEAjr95XFmyTh90lwCiiACilrpCzR1Ie/1UAzvPon2h5I085OxX73tQnqmmOT8SGeAUYIpcWS9xYT24kIGuIuJAQdj3HdjovwGaYQChRv57kdK4QWH5qGZIPyxL0lO7Hn4sM42zHsEBJ0uy0JPrgsZLYPSNiT2vaezJIxUEQnqOY2nmoYuwTJUWpEQpsV6jAfuc06q7CmItxXUQTF5kMxRlC0KYhz1u3FJXRmat73rgdxw1fP5hnP/TT3vOc9eOQj7sW73vk2Fnf84H/+5Rf5nuLiiy+m2+3y6U9/mqmpqZM9nduLo6p6n2/juv/MGkJV9Rrg//pvzikSiUQikUgkEonczsRkhEgkEolEIpFIJHKnZWlpiX37D/C4Rz2Ac594BWki7Fxq0sgd7ekdVlFetUxUbSyayJotg59iYUfK7/zyDh7505/gU++9ggdd9OM4nUKyKdMZpW0iY7rLBGPXMFFecrPdd6WJvnkJzcWQuJCB77B/teJz117DB/7oRyBrAjVkSzBqQV5bZbtW0NhjorLr2M8ksbYCaQvK3KriswWQjOc//S68+yMHOHWliXMFP3TBMj/xhPOBzTDH0qrCpbB5prugniDJLOrGwVK+ZcI8DhNS50ygTVJMkPbmnuCDiF4fDdb/tYnonTnYvQXpbqwC/HRgC+omVLkJvkkOqQKzYc864BNIWlAnkDpIFtG0j06fST7aoNYWognNyaZ1CsBTTp1NOi5sXW4KEHMwYBBaGaTQnDNnANfBkhKAfAnKI8EtQuy+VW7XyxTUGeSnQTOHPIfOrCVvpA0TpN00og3EN5javJmqsxOtW2hamiPEcL/FUjUD2S7QNqA2R2lCdpq5Q0gWnBIySJZs36VhcZXmUDprPyHNEFMZVMdsnm7O2gv4cCbSMZt/ze0MJbWxJbNYddMhSWYqJA1gsekadu9qNSQvJJDusD1NWiFmWmHcHQhpuN8cKpmtiyXEpaDTqMtDOxIBWUC0RGiiGpIe3A7ET0LiS4lqB2iAm7OxdXvs7eSChsW8O93OVdrmaCA7Lb7oWDxrDbJkCRRuZ0h2mLLnLcksFqgs5shAMksocJ2QfCMgs4h2cW4mtEnpBKeCCcisuUxoCgxxMo3XBipNzFnBni3R0OakrsPZhiQcmQO/CckS6itwi4getXOSNqhDXQOhgXdtYAZNxGLDOVubwllnLfLZKxb56MfXueQFn2Bl1/245Gcewxvf8Cry1n1vt+/RyMnlyiuv5IorruDaa6+l1WrdMTc9OZ0fZkXkrcAHVfWD38J1+4FTb/P7KcDB7+jMIpFIJBKJRCKRyO2G+8YfiUQikUgkEolEIpHvXpaXl7nq6hvYuOXDvOfy3+XQ2tj+MN6HCYm5CX5awORmjtu2S5MffcBuLnzcChde8i+4sme94ilM/NWQeDDZD7gg2nq7fnLAxMt0CpqtIFAeAHF4rzzyeZ/jbqdO8fj7h2psP4ZiI1StNzFngQwm+zDxuYFVg+cwuQWqYbhnFu53kDe8+Fy+/L778+W9A/7H2fN86h0/bHb66kxsJiQU6CjM54glGbgcyMM8NoDRiWpwycCvhSpwAcIafQbVls2tXre50gQ/MPG3OARZbp93mVX++02rgMeZqOsyKFftGsXaU7gWkKN+E5843HgfNXMktUerHq4ekg6PUCeebLSJT9rBNaBn8yAJ8+6AEygP2+9+EBItchP0VWw+29X60rJ5+RpYtXNoNKDZsP3QsEZp2jVOcNUhXC24agtc05IsylVIM6g3TrgfcBu3gOpIOOPUfvoR1Pvsd61D4gFQHgx7PwnJBYntt47Dvh0MYwY3C3FQHLA5SEjwILwnWRi7YZ8tDoYq/QJkOrQPaNn8kgZMbrVzxZINBIf4/YgfYweVgSRIfcj+JhriR+w9yRBGiA/xQROhQsiR6mBwd2iEsRWpDyI+OAiQnhhbJRhKtIAa1bbFrqQWkzhbkxZ27vWqnTntEOuJxbOf3CYuUtA1c4igDm4HwdFB+4CgfjM4RzQwR5IM9Ki5qEgaXg60G9qyJPZS7DP1qv292rI419zaoohYXLhmeJYaYY4TrA1F+C5KW+C7bLeo8AT3FHEW45rwqIctcPP1z+d1v/Vj/N+X/yPzSw/iTX/wsm/xmzFyZ0BVee1rX8sv/MIv3HGJCCePLVW95FtMRAD4LHCWiJwhIjlwIfCB7/z0IpFIJBKJRCKRyO1BTEaIRCKRSCQSiUQid37EMXfaY3jsU17IylKbSeHZHM/CZBWqTSiPWjV0tgT+GFRde79aZ7MnNJsOdQU1I7TaMnGxGkBxBNJpEx7LDai7UK5Z1X01gmIfN9x0iNe+9UpuWW1zw94D3PfCf+Pmg0M+ftn5kC1CsWpOCOJN3KzWbexyFZK2CZPVhgmn1WqoeE/t7/UmTA5BtgOqAS/4zWtoNR2fe//9cK1QkV8fw4T2AdbLfgz+qLUqwN6T+ihUh62CXhNzPPBb4A+BmzcRXDfsVXeBHmbPv2GJG74PbJlDhD8GWcPcDvwtNkd/xBwCtGHJANUGlAcgXTQHCL8Zrt0E30eokXqTKptB6jUqrcnG66TFKlKPaQxHKJuI3wgidKj6Lw+Z4FvuxcT0zNaiE0vMCFb76AbWC6Fn++s3gtA7BLcIegSkC6xZUkU+Z8kb/piNU/eBBq7Yj1QDYBPVISQO2DCXCEmhOhrWtBESNRYtIaHegmotiMyzdh46sM/WIXGiWrNkBb8B9RATz8cWq8m8zdd3bSy/GWLgiP273G+fTedtnLpne173LFGhWrNY81vhb+v2sziC6BRSbyHVJqLdkIgxb9X/fgPo2p7KPLAZhPOuxZZ0QvLK2OJCRyFu+uBXzb2h3rTP+q7FjJsHipBMshU+twCyCbqFah/164iEFiZ+MyQVjMN9Q2y6lon//qDN0R8FN2vPv66H99bMVYJhcFgog+jfxZwaNu3jOrTY2I4bcltbHfa3XkWkExI1VnF+E+ePIDQQVYtLKcNz0gWpUN3Ei0P9AJU+qlsWTwIwC/6IJUKUh+w7hQzVY7Y2v2XniYRnuALt8nOXnMrarRfy7AtP53+96LXs3r3MP370o7fPd2jkpHDZZZdxww03cMkll5zsqXxXICJ/CXwaOFtE9ovIxapaAS8EPgJcC7xHVb90MucZiUQikUgkEolEvnlim4ZIJBKJRCKRSCTyPcMrXvEKtnoTPnXZXZlr96zNgd+wquVqK1Sdb5n1OxOQBT599VGed9FuSxCgZ+JnuWkJC85Becyuqzc4fLjPP39uwlMflZLnCfghD/6pr7De9bz0D/cCcNpKyr9ffhdOWZFQpT+0RAgE/EwQl/smUlbrljRQbwZBOgMJFv9+FOz050KyQpfrbxlxv/NbuKwCgri9LfSm83ZN2j9RpZ20T1R4a2mirXiQsV2nM6BbNhZDIFj5H3cWGNv+ObEK73LDqs7TLatar4ZQbFkSgmTmqlA7G1NmgrA6tPvpGPtP0BTqdVxZUiQZ0ponHYakERRcgqsqGv1+qD7Pw1wSE7/9OFT8bwUheWTnvN3yQLcgmZjY7ZMwp0376Zytvx5BOrA5S8+cHXQY3AS8JRDUQ/BDJkmHauquJOWYxmBIPihsT2VkFv9+y4JPneU/bCcBSAo+JHUwsn3Tys7Tj+w9Fbu3dOyzvncbBwsNzhfe/q3O9tBvYe4TW9aCQEcmqk8mmOhdgOvbVtfBEaPeCokPDhkdMVcPv4m2E6QxHZxD6hBTA2s7QIV4QbQfHBvmTsSJr+0aWuaGoQObk1+38/WbYd0a5joKY4e9ZTvBZWR751oog+BeUANboQ3DMLzARH9va9XgKEEXKBCZoFpb3NMN10xsvyXEAH2bk24i0glzHoS97dn+yiS4M7QR3UC0AN3CUQDT5nrAFjBG1FtMIqhu2vHIECQzlwntA97il7HNJx+Htg1dFI+6yj7D0NbGdvJFFRwmUtKkzx+9die/+ZIzecbzb+TRj3k059/zLvz1+/6JM88881v+jox891BVFS9+8Yu56qqr6HQ6d+zNT06bhm+Iql70dd7/e+Dv7+DpRCKRSCQSiUQike8AMRkhEolEIpFIJBKJfM/w5S9/mV07OtzvnktAbgK17wWL9JaJv9K2D4d+7g/5wXn+5h9WecnLV/n111zJP/zzYZZmHPc7J+WFF+1kozfmZX90PTfe0uXGfROyVHjWr+/j7qd32LkoHFmvufqdP8gF5y5CFYRZIVjp1+YYwCjY67eBpgnZLrRQcFP2O1UQO3MT1V0T6jBfyblmr/L568dcfOFOGzvpWJKEJmbfn3bs80yA0CaBKftdKoQGSh5E5wzYbl+Q2zylNO04aYdxcvtdUqBta9LM5pw0wn42rdI/tF9AvAndktscJcME6wmgoSVBBpLjJUcU8nEPldyuQYI1fwOKwirhpQE0TGh2bROWfdNedUhAQE14dw1buzZtjdIOZ5CFsZu2/64O1f2hzQQp1C3zDpSGnYmWNnfXQJMGUimatMKehbFcSCLAhXMNbRgktMpwrbCHnRADoQJfqhOtE46PU1iSjGuGvUiBvjkQSDvsWwekb2tzLTvL0D5ExwLaglQRwp5I0651E/usy0EzxDcs2caH1h7k9vnjP1sWVxpaRYizGNCJ7a0UJrJLJ8RXEa7Nw3jhGaARYq0Of6tsHELbD2qE3D6nOSdaIiRhfZUlCJCEc22Ecbxdr9ZqAu9wVKAOEUFVbNvVkiEUQSW0dhBve+K3xw7tUCQLawvtNDQD73Ga3ubZbIW5b8dAy/JBJEcls+cLc1SwM9zeg8Tmm5ThDBuWSEJt50se5jQKse7sLCUFv4VozsJsyUfe/VC+9OXTefrPfpazzrobT3jsffiLd7ybmfm7/pffi5HvTkSEpaUlrrvuOu5+97uf7OncEcyKyFuBD34brRoikUgkEolEIpHInRRR1ZM9h0gkEolEIpFIJBL5GkREv53/Vrniiit4xCMexmRScequafZ+4L6kiTPBvLmC9XAfWtVyOgsU/OOnJzzqef+Cc9BppTzqgQusrtdcf1OXtQ0T6H/grm3OPn2aV/7sHi44dw8fv3KLN7/rRo4c7fKkh+3kV55zujkTqFpbgaQNdQHZvFX3U4GbozdOmW4WVn3uckimoVi3z5frJqan87aY8UGoGoBAe5EfeNI/MDXluOrvHh4q7Ler9/t2H50EIXti1eBMmTNB0rHKeJeiMmN/80dCwkBqLSdUgLUg5jsoK/CC+Emo5B5hYvAEXAGyYpp1sQq1tzm6ZRDo9cdMt4PVfrYYHAHWMRG3YXMnwzcdWjtqycknPXNeqCc2H8ms/YTWNrdsp92vXoWqhKqGZBnKGuo1G7vRhqw2YT8bB3G7Bi8mMOsY0l22t/4Y4IPLw3K4T9+cEdLgXJDNQdmlaM6ApnhxpA5kskZSOXqTZaaTW2ESXBWm99je+WOYQD6xeYO1vvBja7/gB+Fn1+YnbXNq2G7Z4TJrp1Ft2nn4ISRLIXbXw3jDMLazOBuuoeMZSAagC0h7COm2C0M3JDt0QzJMO7hmNNHmGJpzJnw7b20nXDsI5LP0Bk2mW/vMpUDHIDM2zrZ7hPaCiN4PsdcJbRaawT2iZXEo3loo0ArJGvOgFcomtVtApUZlDtVRSL7oIH6AuuYJRw0JleO6vv0tAToHCKm/CQcoirgFO0fdsoQVUrxXfJKgroEjRbSLSI76LgC98V2Ybg+DiwphrzuggqsPhMShzNpwsB3PliygKF5TfIKtlTFogtMezk9A5uxZ06MhAcGhsoTiUNkIz2pI6qADElwmcEjVRxCSegOR2fAMbYLkfOAf9vG8X7qG9Y0+//OSx/K633k1bureX/e7sdfrMT09/Q2/Q+/s3NnW+ZrXvIaNjQ1e//rXf9PXfKM1WkKOfl3vg/ucLvrZl35r8/xO4J7P51T1Pnf8nSORSCQSiUQikcjJJDojRCKRSCQSiUQike8ZHvSgBzE+9u+sH7iKXff4Gf7k72d54RO6kM+bIDu5BZqnWYE2HpIdPPJByof++L40GsKP/vCpQAvqEqotPnHlUXYsL3PeXWegDmK1Vx5+/508/P677b16CPmKCem+DJXqQDBtGaoAACAASURBVL4HKE5MThJIl0COhMpobyJnthBs8DuQTcPkCDROhXQHjLZgZjdUBQdWx7zw0WeYWJvuCiJtFZwIMkhnggMBQVTPTazV2lpByByiA6zyejFYxS+ZaI4EsVehnoJkgtR1sKwPVfouA92ApBVaXsyFeRwCt3AbZ4U5oAf5bhPgGYSEBiyBohqBOKQagUyTlaW9r+uQpifume2C8pCNp2VY9yJUR0B2m3PCZCNUmtfmZjApoZ1BOYQsVKYnTRPI3TRQWtV5shP8QTsPl5u7QbJwPGmDZAGftBDtkZYTNM1IaICfoFkbrfrm2pDugeEBE/PrCpI0zDuMLTlUByxxQpwJ3cm87aUPLhCSQLYcEj3EzsBltrf+mMWjVuYMkS5Dedj2gQbmOOAhbUHDg1+GRhhDmpBk4FaCW0cjnEFqiSO6ZckwzACHEd0Nbsb2iCWgRHyNSMPu4VYs3gQT1ZMUdMeJ81INsbiIOTq0QvLCKsguS0BgBLIMFKhuO3MAsoxojUgWkh5SVKZCK4QsJBmkqK9BFhE2gXlgguCBGZzfhGSPtQ5hAJKYQ4K2SKTE1YpWXTTfifg2kqSIjIAM0S3bT7cIbAIziJQ4XyE6g8oYTXYGt4zRCecEmQUdIyL2zLncXB3E4liliTg5vkb8mu2D1CjeEhWY2L01De4MgOQ4X4JbJKmOIpJiLVRy28v6ED/+6LvwhC/end99835e9Xsf4W2Xf4w3vOH3ufinnwlu9tv/Eo3coVx11VU8/elPP9nTiEQikUgkEolEIpHbjeiMEIlEIpFIJBKJRL7r+HadEW7LRU95CB/66L+x+fFzcYmzyvNsFxT7gNIE32yHuSbUGybap/OWRFActqp/FROPk1mrGi+2gNyq5yW1SmpClbh3UG4BI8jblvRQb4YkhiG4aXrcg2m5Eao1m2Q6a8JycdQq4HHQOA3KY1AMYVJZkkEr59Vvv57feOsB/vW953P/+55jFfa+Z2On05CdaqK7HjFhWGbA7QA2gAFmUT9jSRAMbQ+CZbzqEJLQ3kF3QOWRaj9mwd+GdHdICFiHpIJyEbwPCRg9E9RlCvD0hhnTzfUguifgFVgzsdUt2zyKfSEBo2WCvtaWZEAJyQqmyHpzjVAgmTHx3ndhPIFJB3wOpcDwEDQzmFmBvAH1QcgLyNphbAE9HM68Y0kLfhRE9DS003BWyY85K5Stu1ImnqQ4TGNwEJIVNF2gTrtI3SMplN54F9N5Ces3QVrA9FwQ90tzCpDE9s7NQbWf420xkkWo1y02RCDZYa96f9jLpiVOJHNhn0Z2nZuxffLdE3GppSVQVGPb/2zJXBh005IG0kVLvKgOWGyQgJsPDgkbaNtB1gS3C6mPhPMGmLOz7Dum20dsHckplhyx7SDhpkH2mMuGrtseyqy9r+v2GRJwe6A+CjIOD/c04FDdwjuhTuYsuUTHFrvBLULdMugA0XVA8MwEkX0L0TGiocWEH5H6NRwe3FJwuShAN/DSBr+C1OMQzyWazkJ+SkjQ2ASt6U3uzlRzHZUKpUBqj/gcV02APprlaLrD4lJrYCskBlisen8Y7wSVaXAriE5w/jCiRVhvagklOgBxqMziVYOLidhnZArqI8AQQXG6gKjDVfvtO8XNY4lEGegqaI0yhadF2e/y/F+/gcv/6iZO2bPIO//spTzoEb/0Nd+HdzbHgG+XO9M6x+Mxy8vL3HTTTSwuLn7T131HnBF+7Vub63cCdyk3Av9MbNMQiUQikUgkEol8X+FO9gQikUgkEolEIpFI5PbgL/70fzMc1/z9pyehQj8x63+cidF+GHq0a3gFK/9qHetJ7+198SYI10PwtQn9Xu3f1RCqPlQTe2+iMKphMoDJMSAL9/E2ft0N96xPjF8HYdyPAbH7uwYwgnQAjQqc8Irn7eaJD5vhh576BX7l1Z/m/k+8AnfmJzj/x77ILfv6QaQeh2SDsCYZ2rg6DiKqYjbzw/Cqwm6F9ddjqAaIv8046u16P7Q5KUG4b5q4qoOQqCD2wof3QnU8W+EWk7CHozCmD+L62BIr6rHtk980sbzuBeG7CskVav+u+1AN7P6jDXO5KML86tGJdYo3sZdRcIyowzzU5qt923fq0JbAA5OwVyPLYdgWn3WMVJukg6Mko02br+S2tubE3PNFg2tAAQxDEkEWEkTE5uZHYY7+xJ7rKCQK1OEVKuDrdfubhphDbR1+cOLsVE/sjUxs/o4T5+C9xZO/7T1DPFd9pBgglUf8OiaYh330kxP3JJx/vWEJJdt7qQq6cWKO4ZlRP8b7MaoTW7fftLH9yJI0jo9tf7bxtiz2t58JQHRicUgN6hGpwVeIH9oeUNp5iqCiFnN1D3MZ6IcYqFFGqARnDRSpS3tm/cDWJYDvIZLjfBfRLvgiXG/Pi/gert4AzUPsa0h4GKJ+ZC4H23vFGNUxXio8gpcElQTPBM/IcmokMacM6hBzk/B8he8d9aGdzABzV1FgYC4f2rX4Eo8mDtKEdK7F2958Jvv/4yGccVqDhzzqRdzvvudwyy23fP0vyMhJ51//9V8577zzvqVEhDs5W6p6SUxEiEQikUgkEolEvr+IbRoikUgkEolEIpHIt42INIFPYp7xKfDXqvpKEdkNvAPoAc9U1b6InA1chpVdN4BPqeolt9fc0vmHcNaZp/GsV+zjl3/yVF5+6YKJ3HoQmLVqe5xVmPsCEEgXMNv7pSCMF5CtmDDY3BMqvh3kO4IYOwyW7SnoIiQKPrXqcJ9YxXO6ANT202d2bZXdZuwxNHZBGSrlG3ug9tDoWUuENA2V8ynve+M9edBzvsTvvf0W2q2Ev/nje/OS372Wuz7kMzzziafxlt++D1NtAcbWGoDSrvV5cAFYNCHee8wpIQG3gNQp6gW0gUjbhPxkGfyWVfKTQtIw9wdG5h7h2yB9qDu2Z8miXZeWkO0M7RBaVj1fr4JrmjuFCrBiInmyAOT2Um+ibGOXtRRIO3Z9XVvLCgQSbxXkDbV2AO0Mhvuh0YHOAqDWskCPQr5k9xRn866H5gyRzEJVgzZM0E8WMMv9GrRJ2TqdsrFAPt4iGfet2t7NhjWuQL1mLgXJFJBB+xSLg2TGnDUqDWMXwb3AQXUr6Fyw9QfYgbU8aIQWFWrnRGox6TpQh3YcVe+Eo4IetffqoY2Ns6QYF8aBMF5l550tWXy5FXNQQG0vqz5keyw5pkxsPkmBCd9Na1UhsxY/OgtuCkVQN2WxrKDJIvgCSdth7AqSnaiOQE7Dax+hgZN5pN4ApoEm6jJ8uoz6Fkpt56nba17AhPbFkGQxD5oAJcKC7de2ewQutDkYh8SXtu2ftMDtQLWHMgsuR1NF8Ui9BSxZkojMh/0ug4NICfQQbdvQLIBYWxZLPEkQZlDxod3CDNCwcJYVlEmYbwqSW4sIV4EsWJw4Z3spisiCtZ5QH9Y+HRI0loBjqLTRJIW6CG4imxaHzFiCESugE0Tm8NoKSTAtduxW/unv7sHV/9HjmT/9Ac444wye+uQf5v9c/gHi//3z3cfhw4eZmprCe49zt3+t0Pb/Xv/gabf7rSKRSCQSiUQikUjkONEZIRKJRCKRSCQSifx3mAAPV9XzgQuAx4jIDwH/E/h54O3As8Jn/xB4g6peoKrnAG+6vSf32c99kac84aH8xh9fz4tedw2MbwrtBBITNXFQHjJLfJHgXFCHyneFbCG0D8CcB5LEBOfxPktQSFphnCYUN5uAnuZQda1FweSAidQiodK5sLYQeMhmoTxqImTVM9E8nYPxzSbyJ9OYMNuGah8kOUjGx//0HO52eocPXnY/fvxhc1z7kQfzZ799Dv/PPxzgCc/5BO/+wH4++4XaKut9DfSD9X7T1uJ7oTXB0FoWVAdAHEID0So4NxQ2V9fmuGtDPQJfmQhbr5sw7qZBRjaOHoMquBowtvfKA1Z97trW3kELjleCSztU4o/Ce6WJzOX4/2PvzcN0q6pz39+Ya62vra/aXbtnAwIqBEEjSFTU2BxFUDHYJDZRo3nS3uQYm2uOOQZN9N6DiTmJ0SsYg03UaKJywRxD0CgYO0SaszFKFFDY7Nq7+qqvvn6tNef5Y4yikJgoCOxE5/s831NV61trrjnHHGvxbN53vAOGd2gLidCHbAzCuo6fjEEygMoEsAisQmMSKgHcAJIc6G+1S2BkjhO5VpU7B/kBu3dPxRFlR+3xXQNEGFbHSXuLFGmJuDEVKfiuikd8x2Iy1D1LKlq9nlRVEDA6YPPuai6UXchv38qv0YaJLpZVNCBexwy5xkGc5ks+p0IR34Ek03mO7tB5+46JOoYa32TC2mFsAKJrSSd1z8uuVdl3de3JJOSH9fywAa6i+xlug2JEkCpeeniqeH8I7xr4JMXTJUhKCMsEaSlRHgZAIIQ+IUl0bL9EIMHTIyQ1AhW8nyPgdSx6FMmUtjWQFsGlmockOlcpTcjTQS0veuCCij/8KkIbcXWEocbZL1iuNXXfpQ7lHIGUIBWQAlwO5YjgSnwyjpc+AWuZ4IIKhsoVFRolY4gMERmDsKTCimRMBQDSQPwCUrYtf4bAAPF9EyLUzVXD3DWkNKHSAFjS944MwTUJflUdGFxD5+D74HN97qUBkkPZVUeHMLD7ddWJQuo29zr4IY55oAFi5/k2jzjF841rX8aHLn4yn/3c9UxPzfL2t70GP7j9fn3fRtwzPOUpT+HAgQN87GMfY35+nrIs7+9bDoEnAfp+eKA/ERERERERERERERE/kYhihIiIiIiIiIiIiIiIe42g6NifmX0CkLDV62CThtgF3HGXa2+8v+c3NjbGxR/8O37+WadyyWcOQf1BZn0elMT1BWS7TCDglJgMbFVZlx2t8g9+q/Lct6FxnFbd+wGkE0rIN09QQjApoDKpBHN1l1nKixKmkkDS1MrssqsODJtzCSih3DhOiVbZJNUHkO1VsjIUVGqTfPuKn+VJjztOx/J9Xvqch/JHv3sSV169wi++8uuc8azPc/ozruH5v/YV9p32WWTP5aRHfQyS3UDDxBZGmie7dT5hpNvn6vozHdsSEkhFj7tMq9CTWethv2Hf93WcbFIFBM4I03TXFknrqupa4CpGpht5LBW1v6cCxQB8FZKdkG8Ada3iT8Yh3a3XJC2QLjS3QXUHZH2o1CAzIUjWUtJXmjqmq9k9clvXbhUiuDFzDWhofEMPguBClbw2DTKLlBsWk6Y6DbiWzbuhYgM/sjzKlYTObI6upQRz2oD0aM2ZUakCFB+0yj30dGxpoS4Vdc0T39OcDLmuOxQ6ZvVY7hRaBGvlUD1GRQUEc28ozdGiq/NNGpqzieW170C6Q4nyZEKL5aULybGEShVPSZBJgisJ6bEEGZojwpQ6ALhZjS2JxsQlKhQICYEuIdtrTgGThCD4RCDZSykVPCVlMkMIPUJylJLwCDCGuio00BYLva2YuIa6WoSOulIwbuR+zWKxR/c49FXcwICQ7LI3TgCp6ietE9wYgZyQTqpYIR1X95LQUXcMN67Pe6gBXXWQ2MxTTLwjU0gyhfNdHBVEUsRlJKGC0NcxJNNcDxkwNBHCjN6HmuZFMqnOEmGgc3ANjSVTSNjABUHSuobINWyccYvL0N5TIyTUgW32TquZQKoFsh38As87dzuHb3oxv/vKM/jLD1zOzM4T+esP/SUUS/fRGzbiR8H27ds56aSTuPDCC9m5cyef/exn79f73e2/10cCEyLybhF55hGcQ0RERERERERERETEAwwJ1qsxIiIiIiIiIiIiIiLi3kBEEuBa4HjgnSGE14nI0cBfoc3gXxhC2BCRXwL+FPgScAXw3hDC2r8xZmi32/fZHL/x1ffxvF96K0ftGueMk1v895dWySopJNu0Yj2fN6v8OmRT5gRgU0tn1Eq9XIXCSG5nuotiCUJplvmJtj8oViF1kM1AWtVK9ODBNen6vTTdISWnCSpGkAz8GjBSkttVdB7F4pbVv6tZ5fgAnOgcaUAxp+O4KrgpimGHVNb5xi0F57/zEP0RnHB0lSu+sMojTxrjA//zVBMPLFnV+IQSseU8kJsl/bSuu1wBvJLeYuKKsKqCCsmU9C4WgQ0Tb1SAFt3+kGZlQQlTNwNhAShUCu+mNZaDRcj7ttZtOna+DLmHPIXKDnUPCG2oNpScZ0PnGLo6drINyiWN0eYeuIruE7m2GkinlIQPq/YzUVI7XwbaOudk1oQBOfgeRTZLSCZxwwWS0NW5y6RWufs1c1oQuuUJNLNF8CuaQ27MyPMhhDWNUTpruTSEvKvEeGb2/+WKJXvLnCXaRio7E8CMtJUFAWRCXRN8CX5VhQYyrXMLIxMfZCYQ8RoX0JhIVdtthD4EgWxWJUKsqSihMkFI63iXgGzYnNRZodur0azP65xkChB1xMAcBWiYGKIHVNH2BDWQDQIBMAFOgEBHr6NlzgPzOtfNdgshAZbtWIM7BQB0UdVEFRUuLKMF3ioQkZAifkH3j5bmdLmga5NU5x1K9FXkdR8ZQ3wXCWtARncwQ7OZgF+yXGioiCDkiG8zfuwlfOCdj+PZzzgV/GGNO0JwMzp/Vildgpcx3auQW766uzw/Kya0qAPTENrq8ECh65IahHUS30ZCbvFOkLCi85cE3E5ribGuaxs6fLqLIGuENLc9mAHUbUMGa1BWcDRZWyt5yztu5O+vWmTv7m287X+8ipMf+ewf7gX6nwjdbpdms3mkp/FDY35+nqc97WlUKhWuuuoq6vX6D7zmB61xfHycEML39SIQkeSR+yiu+b17P+d7C/erXBtCOO2Bv3NERERERERERERExJFEbBoYEREREREREREREfHvQkQC8LwQwse+3/chhBJ4uIhMApeIyMkhhK8Dj7/bee8VkX8AzgLOBX5VRE4NIQztPm8EnhtCOBmg1WrdZ2s448m/xYc//Aje+Wdv4T1/cyWXXB74zidPhuok5ItKwvqRVqLXWnosWQccuALS7TBYs6rwdagcBaODUOmriIEhVHbD4CAkI8gyqE2pWEA2tBrajYPspMWKEYpAUkJ1t1r+h4GR70dBfoeOjVc3gdCBpGefmlb/l3OQGBEsY9bCoAPlOmc8NOfydx0HlDzsWV/AlQUf/7PduFoBYQ7cEFxpooo+UBr5n5mTQd8cHTpAw1wSOiqiCLlVqR+Eam6OAh11RvCHIVRp1TpGQg9BgoofkpoSrkVQ0td19F6Vmt5/tA6uD8kMpHeAs/YCFQ/ZnBH9Row7p3sRxNpoZOqK4ETFIPS08j/xQF3FAWEITOu8M2uPQAqSazV5fkivL0cqsshSYMEcBhIVAxSrep3UYbRAq15ai42hto9wTR1zU1RAYWPPQz3YvSagXLRYBt2HpGatAjbMgQJwk5B3NDYMIN0J+YKtAxUhpFMqdtkUjaRGxPu2CTTM+aNo6zGp6H4k09pSI5SEtI8fOw5Y0lzX/g7q3uBXaDU6qEuBEep01K2BQkUyoWfr7YDbiffLIAVBPARzKihXVIBBQFzDSP8RiDkRJNqGQcUHQ1RMUrcctFYTbhb8EjfceIhHP/HvOeO0Ga684heQcglHz8QHTRVLhAIVW9RQUcPmOAP9W2pI3ga3AZQEN0mrumg51dc88Dn4HEGf1XptRKt+SN8TrBBcTZ+5AIR1PAU+FXxQEYRIlxAKkFkIiyAFwhAtB1mEkKrQQBKLeRfnc5yfx5EAVfCZ5i59YALkICr66ZjoZYqQHSAkDp/lGnOWQCrI6BCu6OGogSuRRsFFry+545cmeP5rDvLYJ72EMx/9cC7/9BdpNBo/0vv1Pxruy/923N9429vexuzsLJdffjmTk5M/9HX3do0hhPK0Y4TYNiEiIiIiIiIiIiIi4oFCFCNERERERERERERE/JhCRN4HvPQuh5aBrwCvCSHcdA+G2gWs/qCTQghrInIlKjb4+r9xzhxwMXCxiHwdOBl1VbjfceaZZ3LmmX/PyuIBZrbv4/B6i507m1CpwuiQEtfppBKs2W7IjSSs7NA2AqlZ1GfTMJyDxrGQr6tjQWUX9A9A/XgoliEVteqv1mF0WCvf0xkoqjaOjV3dZRX025QoTSaVcK7ug3JDP9l2s+of6P0dZsnfVCJUmvq31LXKf7Mamz6k27ltbsTPn7MLV30QhHVtU4A5PyTbtVVFWAO3S+eUTEBZU8I/1JTgdg0IVT22SbLLNg1sOa9CC9pauZ1u3nuXOi2EJXC71T3Ajyshnx4DrJulfKafite5pB5qO+z8eUingRqUhyC1uKTbVYhQLppVf6kEO05bPHhzPZBJ/UmpZHXAHAXMxSKdhFAHfwiyY5RUzytQa0LvMNT2mvhiSoUa6W51KwhO98z1zH0g0ZYMUlfxQl5A2tI9Kg9C5UFQtjW3XB3YjYoWgjk6VIFd2qJCUs2RkOqaAuowsTnOaE7zSVqQH7Cx19UVwtVBdkPh9LpsO1BVgQeZzXOHxWkbhIJQ362ChuwoFZWEIWr9Pw8crTnhEqCu13sBvF2fAdNK+ktNxRSyE3UFEGAc8UsE2a2inDAgMIUwUnFHqOi8g7XUYMnuMw0hQWSSEKyFReiB285ffuBr/OorHsqHPnIr37zpACc9+ASCdBDfMQHFCGQN2E6eV8gqY+BTm09Dn5VRovP2CSFpqNghmTUHhWV8sgNIcNImhHEAgpsgyAwkq7pXm44H2v8CISfxINLUFhUBdeeg1P2TQCjmcUwScOrWwQyEEucrQILIKsJ2nWs5bvGeUYEEiZ7vUij7+iwlIOWk5pJbg8pOgs+Q/CCUs4hfsxYdzlq+9Nm7q8KX/vqn+PLXA2e97FLOO/e/cPmnv/ijvFoj7iX++Z//mQsvvJAbbrjhHgkRIiIiIiIiIiIiIiIi/jPBHekJRERERERERERERETcr/gMKibYBTwVqAOX3JMBQgiHN90L7g4RmTVHBESkDjwF+L5CBxE5S0Qy+30nMAMcvCdzuTcYjUbf8/f07FFUMsdXv96F0R3qWiApkCjBPTig5L/LlHz3IxjebgKCPuQrKlDwPW0J4FIVHFR3qI1/MFv50QElDcWI0OCV9PUFSpSj9v2jOwCnlc7FipLFYaC/S6Lk850OA0Mju+eAgYkEPBDUqYGe/l22lSwezfPnv38qF//tAd76rhvUxj8MrFI9URFGGKHChoGOU6wAVqEvXgUF5bwdCyA9s5DPoTysQQ0bdqyvFfdOrD3F0IQSI+Vsaev3EpSMJljrg3UVH7hcxQ9+AH7RnAoWrVp9SoUIBGurMQA/AUUHbU3QNpeAoB+pq2uBNx2NtzYYYQTFIY1jsaxxlGl1PAhDqCTQnYPadttLD2VPnROC17/Thu5deUjJdCzHwkDHds7iOAS3XfMk9HVq+R12vmiOBa97vNmywKVQDFQgIanmWVhTsrych6RiLR566pbg2xr34KA4qHmEs2tzu5/TeIvT8Yo5y8shMlhAmEF8B8lXEO+Qch78BOLb6k4QBMqDBAqCmEuEL3Q+UmpMwwZKrs/bszJQ5wOZRugjYQORFCkPaT5IpnlAAsGOUbU4Frr/YYj4oYokmKLf7/LRv/0mr3jJ8Zz3rH28/69uBxmAX+O7B3qkk2/jI5/4Jk859zOM7f5r3v2+f+b9H7qaiX3vBqlqPgfPlV+4kWTHX7CwNMS7IWudBr/4a59hx0PeT33PJRx/6gf40wuvIU/G8fQAWF5e5PmvuIKxoy/huNM+xQf/5lZzitA2Hf/tD67jxDM+RWv3uzjh1Pfy+vO/xKC/AVjrjmIel4+Q0Rwu7+LylGS0RpJ3ED/ClQu4so7Qtzxb0zwnaO6Ghj4X+UHw9r4oGxByZDRHMiohX0B8D/HjJMNVxI90n/JFFb4Ep3nm+zz6oev8+flncuXnv3pvXqsR9wGuvvpqzjrrLHbu3PmA3O+u/72OiIiIiIiIiIiIiIh4oBDFCBERERERERERERE/3hiamOBwCOE64H8CDxWRuogcIyJBRL6nh7Mde+73+/v7XLML+Jy1cvgX4NPA1+2cXxCRq0SkLyLXAy8EviUiXVSE0EbFEd8DEfllgHq9zrOf/WyWlpbu/O5lL3sZz3jGM77n/De+8Y2cfPLJ/+qcCy64gL1797J3714APvjBD3L66afTarUY5Z7//udf5+ByooRz6CphXCxptXzZUaLa96BYh2xCicHSrN7LDXMrGCoB7hIlbX1XSefisAoFyp6O4dd1/GRCxyiXrNp5HbIps+3vGAm/ZmOP1CVBEnUTCDZ+Ma+V9JKqGCB09fpsXMcsV4EBFAuQTvDSZ7V44hkt3vtxI27pAyO1yhcxIrmt8/LL1pKgqmvwHZBlrfKXUklxGYAsbJHJYdOCvw8Mda5+Rf+1mRhJHfp2XoC0qe0c/LKS+Yn1Pi9XNFbS0TGk1DiRoyKLnsbbL6MCgRT6c9DvqECEQu3+C4tlcVir14Povm62E5CRuS4s2tp7Fve+rXcNxrYBtkd+Ve+bToBfsHibKMDV9Bgd8BvqooDovvmh7eO6xoUuhGVIxzUf6EG5rNel4yZYaOt8pK9iinJe4xp6W9Xx5YLFuwRpW8wH4Jas+t3G8Cv6M5m0+6zr3/TUWcHPAz0k9HHFOm7UweVt3PB2XOlJRqu40QZuuIwMDxBoEMq2zaOta07Grf3DhuYcq4hr6To384yh3pNc904q+vvmcxeWVSSCGLnf1z2QFhJ6OGnjpAus8onLvs2+oxo8/CTPi39+Hx/86E2Uo3WEoTkNwO/9wVf49Zcfx41f+lnOPXvSRBdAWNT1Dua2XjvSJ0jgzX/0OW78xiqXfOQJ7P/qk7noHY9l155JAn3KJAHgzW+7iWeefTw3XPl4nv/sHbziv17NbXf01R3CL9NswF/+2U/xjS8/h3dc8Ej+9hO38NY/vgahi/MdnB+SDG4nHa6TDpdIh8skwxWSwSGS4SLO15BwyPZ7TfPW1SFfgqJrgpUMSqdiEhslfwAAIABJREFUmbKrApyyD3mBbBwgGazi+sskxSpSdNUxo1y1dh4LmhP5gjpAJGM842c2GI4Ket2Nu7+GIx4AzM/Ps3379gfylruAzz2QN7wbJkTk3SLyzCM4h4iIiIiIiIiIiIiIBxhRjBARERERERERERHxEwIRaQE/D9wYQujfF2OGEPaHEB5hf74qhPAHd/n6TcAFwCOANeCnge8CzwBOQb3c3363IY8BXgzwmc98hm9/+9u8/OUvv8fzuuqqq9i/fz+XX345//iP/wioQ8Kb3vQmHvGIR1CvJrQawgteew0wVFLP97TKPl+1FglW5e+H2o7B91RcsFnlXmzop+yrYMH3bZyuHVs14cKaiRKMHAydu5w70HuU3a3vy4GKIcqNrevDQEn9TbFDuW7k93DrZ9nW67jr2OtQdNkz67jltj633bZiooaOEe3rer7voGS5CS18GxgYWTwA1oGOHTPiWTp2bGi/922MTXLf5kBXzwv2u+uAG4HrAiaE2BQsYAQ1ti6/OR8j5Dfv59u6V/2exdT2o1zfmmPo63ll21wUNtc9sHsOTADSRcUOHROOdG2NQxtnoN8Fy4Vgc7hTgDCw6zZ0juW6HbM2G35g+9W3HFrXdfv21tib34fe1nHf1n0N3a2xR6uQ9zRf6Og42PrD0B6pzZj2bf/sezbXPdxaP339XQbmeNFT9w027GcX8V1zW+gAJUF6+JDjZYSXHl5GhJATQpfAiBBsXmFThDDcEkGwOcfNOA62joWu3tNaRYhsWD70IWwg9Hnv+/83L37+TghdnvCYKo16wic/dbOdp+4Uv/krD+Y5z5rm2KOFvbudrRPLmy4hDDRXgCAjAj0O3NHm1FO3cdojWxy9r8oTHtfiOT+3ByQnuByAFz1/Ny9+/h6OPzblD393F2kq/NMXb7O5D3jDq7fz2Ec1OWZf4Jz/Ms5/e+VePvqJ23HlGuI7JP3DuE0BwZ2x72zlT7EGRQ/yTWFQ21xDLI99H4o2jFZUnFBYzDZzatTF9ZZI8jYyaJsriOVUuWK5sgHO9jK0mZ4oSVPhyis/f4/fsRE/GvI852Mf+xiPecxjHrB73vW/1yIP/AdYDyH8Sgjhkw/YoiMiIiIiIiIiIiIijjjSIz2BiIiIiIiIiIiIiIj7FWeJSMd+bwIHgLMfoHv/SQjhUwAi8jbgk8BzQgifs2PvAN5xt2vqwEuA2x772Mdy0UUX8bjHPY5vf/vbnHDCCT/0jWu1GhdffDHVavXOYy9/+cshX+LFL7yO1//qCTz3yXVOPPd67liqsHe6DnkGMoZaxWcoUeqt2jwAE0agZ+qeEDwUNSBRp4JsEq3+BpKaVs0nTSULk0yr30MNkjG0qt2rUwLo2IWDpA7JtB5yNUhTyBpalV8WarnuqjpHaYAbVzJTWmZDj86BkR1LwXne/5YT+PhnruOSK9Z45S8fixKhFa1Sl3G7rlC3A2rWMqGla2EMfE3bB1AYkTqu905WtZWCpBBaWnFdDHUdIYNsu1XDF+oe4Rp6vF6q1XzRAF/X72UMXKnzSbdB3re4O3NmSJVwdjXdg3ISJoaQFzbnulXdj2/tm9TAe217EIZQqWr8ZQjO2161dLxgLTWycb1us0WCy8A1gYr+C9on5ojQsBYNLbXRdw2QSXV1SFp6XzeueSKljT+mY4eqEf9Or6cGiVnoS6KtLUJf1+0HUNZg1IB+X1tEVJzmE6LtIhip24HUdV70ICTq6CFOq+yD/XQTOt9kAtxAnROSKXVbCH3d51DX/c8KqDTBjROkik8m0CCUIBN6D5ey9b8WthFCiUiFIDlQQ2ihHVxynYtUNDddrtsrVc1F19C5y0BzLiRAA8iRUHLzd0Z86ep5PvTuUyjdGEiVFzzvBP7yg7dx3jN/Wl03gEc+Yo85LXiNK1b1Lw0YrSN5FRIPQMgmQRr80ktO4+W/ehk33HCYJz9xO2efdRSPf9xeVDShYoaTT561/ZsgzYTZmSoLy0Hv4cb42KUL/Nm7b+Lm7/TodAvK0lOWgWQjhyRFSgFpaqySluZFsBYYrqEx6NdUUORSSFKN16gKo74+U7Ua+Ezjh9j7qqHXyBjkKSQz5ojR131KWrr2rAbZmMbftTS+4pmerHHlVVdx9jnn/HAv14j7BG95y1uYnZ3l3HPPPdJTiYiIiIiIiIiIiIiIuF8RxQgRERERERERERERP974PPAr9vs08BvAFSJyxgNw7/13+X3eft54t2NNEWmEEHp27GAI4XaxMsozzjgD5xzf/OY375EY4eSTT/4eIQLAddddx5v++2+y1u7x5gu/xf/4C73H7QfX2Ltjl7oEJDNGaAdgBElDidtsRi3Ti1QJ5nIDslmoHa1OBumk9mVPZ8BXVISQTmqrh8pedUlIpsC3IC0Br+OFAtJp/d01zJq/A+kY1I8BBipyKJaNMK6oGMFNabW8G1dy302iAgWgHOn3wSvx7pp852Cg2/c8/fGTRn7OAqVe79eNZE1t/HG0v/xIiXhSJT+DALmS2ZRm9X6stXuoqgjBY2RoCbJdHSWSCsiUjiUTUJYoWT6l57sJ/SkmdnAVXVt2nLYpkCq4oNX52U6dVzoDo5ES+LIDQq4ChmD7JtNKvjOhcwmYq8EYjNYh26GtBRKn34U+pDuVkE8noPDaKiDdodcl22z9JtSQqu5husfEFiMVLJRrOo5f13YUIlD0IZ1VUts1TBSwCm677m8yq/sWGuCD5UkP3A51Y3B9KOuQr0F9F9CGypgKIoolSLarg4Ob1FwIy5DstDVNakykDqXYPXrgZky8UaAapTaEcUh2beVFuQjsBOkhMg4yg/ickIxpvBlT4QR1QFRoQw5uksAInCf4OqD5JezQ7xnTSn2ZQkU/dc0/b+IBaUDwiDT0bwqgysUfuIayDBx76qfvfKaD6g84MFexPYFmrQQmLW/ruKSt5/kq4lsgniKM6fVuEmjylCc1+NaNL+UfPjPH5666mZ/7+c9z3rkH+Iv/78maS0BW2YYPOU4aCA4Rh/dVkAm+cs0hXvAr3+D3X3sSf/Km45kcr3DZp27itW++ESRFhm3NXenpPMuhiU522LtgQtcvA5AZe/9Maj54e1bIwAtk+0AWNXd9qs4W1T3qqJBN6vvIFcAMJMGe8VLHTLapoElmLH8zjtkzznVXXwHhgjvL1yPuX/R6PS644AJuvfVWJMY8IiIiIiIiIiIiIuLHHLFNQ0RERERERERERMSPN3ohhJvt81XgFWjp+K9gde9YXTyAiGQ/YLx7ck1+l9/Dv3Psh/53iXOOsMlAbg6Y5//qvGaz+T1/d7tdnva0p9Fo1Bkfq/LLz9nD5e9WPcbIT6koQKpawZ40jIivAwVUdhuBXBihXkJ1t1Wc5+pwIIm6AIgYgV+aaKCpZLZU7R4mQHBN/VnZpRENQf8OI8haWw4HLuh90lkgMXeAUh0MXGJEe6nzcCacSFqAt7EDBM9z/uu1PPS4cR7y4L06BxJMOWBCgVR/9wVQ0XUn03rvZFbnIrlW04fSSOtg22nuBYlV5iMwyDUGZboVOwolU52RoR4VYpQjXYsfGcntzKGhUNeFJAGa5liQarwpNUZVI8+TCYtvabFywKQKAVwVRkPIRe8v20yo4HU811AyWKziv8j1vm6Xkrib5LvUdH+CEbtszs3bfJ2SvZLq967Qfc3GdW14i6+oWEC8OS7kQEPj66rmTtBUNw08kCnxXN1hMROLZ2oCimACmkLzL92pc3R1c2xo3iW/C0h3mYigsOMjoKWuFBR2TwG3g4DgqdzpdqBODt4+JSpE8JYzpcYWATwhlCZ2GCdokpt6wJkYAl0bpQlOcqvYD4gzQQslSJ2izPmrj3yXt/z+GVx71Xl87cqn87XP/QLXff48Tjlpivd9+DtbbyRpmEuCrnHbtnF6vYJ2p4YEcJVd3LD/sJ3sLbczts00edEvPJT3vOsJXPjnT+WDf/0thqPMYgWQEHAEl1n80T2Qgi9e02fPrjpv+J3HcPqpk5zwoGluu10dGSRPTSzkdP+DUxcL6lv7ACoequy02E/Ys1CoyEYcVLbZfZ25soi9qyYsnzcFRE4FUWEE+VAdVULQ57gsVVjkhyaGyjn1oU1u/u489K4n4oFBtVql2Wx+3/92PWCQI/CJiIiIiIiIiIiIiPiJRHRGiIiIiIiIiIiIiPjJQkAZuAawaMd23eX7h/+A6+/NNfcEe0TkqM0/vvrVr+K958QTTwRgdnaWG2644XsuuPvf3w833XQTS0tL/D9v/gOuve653DbXZ2F+Tr8s12AUYNRRgi7bAHIYLWu7hRCs/cCqknjpmB4rhzC8w8boqFNCsazjSQK+q+ONFpRYzFpQZJAe1J7wLoNhUOI0X9cK6LRhRK2D8pBWS5dtJSmLVfArSjj7rhKa5aKSjn4AZU9bG/i2EuKjEnBQtinLEUftrFqVdaFjk0PSVvK62NCKehyEoVVIb6AEZ1dJYhnpfSWBXCvgKe9AWz5UIezSdeZLUNwBvXVoHaMuAHSN5+4pcZq3UfJ8HUJTx8tXTJYyVEFBfgu4nooAkp1qK18c1O/LZXB7oTis88xXVYThqlB0NSbFiraByOehu2Qijl3QmAEWIHRURJDs1J/lIb2OdSPFC42l32whsa6ODaGLtvKYguFBdS8gqKgjmYLRvM7JpZDuBZ+DrEHZN9LdKt5DG3VxGANpq7V+2NC9S7bDaEnH9iX4cbQFxBL4DpRO948qhCXbl4pV2CcQVlTkIVNQtG0dPXUvcEFjGNZULOCmdA6hBL+gOUCPkEzhncPLGoLDeyG4ms47bAoSuhaPgcYwBFSk0LGfYwQZg+DxHEYoEd8zF4c1jVNwKsCQ6lYOln0gtbF7fOryZZaWe/zyS45n2/hh8H3wI4LbxfN/bg8Xve8mXvS8hj6LUpijRg9CyhmnZjQbCb93/qd51Uu2c/2tB7jw/f+i5/pFCA3+37dezxmnz3LSQwqKIufST97MscdMUM1GFhMgLILbTSiWgVVdX9Bn8sHHDjl4qM+H/ubLPPqUWa743EE+8skDel2xpu+R/DDQU8FOZbfmjD+s47iu7k3R1XdDsayOBjjdb1fqs53ugMEBfScEgXyHumT0D+pelBWoHq35MFwykdKa7u+wB8kCyLzmd7IEYYMzT8n54KWLd2kZE3F/I0kSzjzzTK6++mr27dt3pKcTERERERERERERERFxvyI6I0RERERERERERET8eKMqIjvtcyLw58AY8MkQQh/4CvA6EfkpEXkM8Mf/3mD35pp7iD7wfoAvf/nL/Nqv/RrnnHPOnS0anvSkJ3H99ddz8cUXc/PNN/PWt76VL37xiz9w0H379lGtVnnHX1zCM3/uRfzdVUu8+k82xQilVtAjSrQHp5b2PkA+sGpm0eMFWmVfjvSYuK3K6bBZ2Y8dEyVtJWhVaHBotXZiVaJDczVIdBynPdz1d6u0DzaOz7fGxo5JBqXX6uccnTNicpMBF33kdno9z9e+2eMbtwx4ymOtvQIlJKI96Z1DF1WYT4XNBVuT75kJQMKd/3ws+lAUWpmdBxgBeQnFAMpcq/inWzDVhEqArGJxBoqgPzFCfNNJIk0h3TTYSE0UgK0nqOOBWOX/nbG1CnE31PW4lDurxn3PYmzrEafTl2Jr7M19E6/jg+4poj+9V9K7DLZ3mx9vsXJbOaOBscp0gSxT1wRxGme8xtqlus+bogvE5phsjYfF5677kJaQBagmGivZvPdmXpjjQBAlrsXcHTZzhbuc70qLicWL3M7bWmNwjuDAJyllNk5RmSIkDXs+wvfuw53/W2Gkcbwzz53eUhIgJ0gF7+qUrkIQIYjfyjmcXYcJEFRII6LHLv7Qd/nZM3cwM9MguCohaxJqdagmPPfnjua2AwP+8ao1y9kRko+QbgfpdNlWLfnQn57KZ65a5mFn38BffOgAv//602zOCUhJtZJw/h9+hdMf94888awvsNHJ+cRHzwJyRBMWVw5wxQBXDlSItJkvQ88zzxzjNb++i985/1849emf59NfWuMPfnM3AP2NPh/+xK384dsP8OFL1xj0CnUr8LkJnSzfcNaqYgip5U1qrhjJwNw6Uo15KfrMDQfQ68OogF6pn25XU6v0Nubmu6yAYVdbkGy6rGQZT33CBP1ByWhwiIgHBr1ej2uvvfYetR66z3FknBEmROTdIvLMB2CFERERERERERERERH/QSB3tziNiIiIiIiIiIiIiPjxgIi8D3jpXQ5tADcBF4QQPm7nnAi8B3gEcAvwG8DngeeFED5m54S7/f3vXiMixwDfAU4PIXzNrjkNuAY4NoTwXTt2FvD3QCuE0BGRNwLPBd4OXFSr1XjqU5/Ke97zHmZnZ+9cxBvf+EYuuugier0eL3rRi5icnOSyyy7j61//OgAve9nLWFpa4u/+7u++Jx4f/ehHef3rX8+tt97KWCPlby44gbN/65tc/o5HsLyac8uBNY7b3eK8pz6YWq3QCv/U2j2kk1phX3iojKuIIB2HYkGruCu71VGARKvQKSHdbVXNTqvTkyYb5T5ayUEI6+psIEA6ofeSAiqTgIdsQqujfVedCzYJY7+uFfvZTqAK/du2iMx0Fsout8/N84Z3HuQDlx5CjMt/ymOm+PSHHwdUjKTu29x26FzFWdW/h3RGxyuXjERyUN0OxVCrrH2mBL2btfmsaFV1rsT5RqdKa3JO20QEI/JDx4QdU0rGF8vGYctWH/tiSUnWdNxEHKJOAOmktcwIGmO/DmFaXQDyeT3uB+oo4aqQL+j1pQdmlIjtHVZxQGtG75VWQBa1Qtw1lAQWc6Fg071gzRww+tqywtV0raKtLzbyh9Cqr6g7g6SQWF6EDGQB0pZeV7Q1hnkbbbkwbTliYgc3Ye08zB3BWZsNaUC5YMKBSdRJoqrV9FIDt033kETzKSSaA77Nne4Z6bRW3PsVCIM72yAgza2K/8q05kDSAL8MYUSo7KUg0O5PMDa2qvvEDNDVsUNPq+2p6d4yQFs2QKAJrII4AhMa16BuC+qgMAu+h5Diworun5vR+Qc1XnHBg0wioYu6LNSMzJzUtbKuubT5/zN8T9fLrMaUFBkuafqm29RdoliCWpWy2sIn2/CMwA2AGp3eGGPNVF+RYV3jbeII8Rsko0WEacS1wB8ycYxAMaF5tXEHVKsap3Ja3R/6i1xzY59z/6/9nPLgcU47scXXvrnM/m8PuPRdP8PpJ09DZaTPYhgHGuCXtsQ36azGpJzXNQbR1iFFB3pzEKr6DvEmAOkf1ryt1O/iMDIAxiAdZ6NT0MqWVbzS2GG52IZKi+RBn+DTl72VJ53zav6zY2Njg1ardaSncSfW1ta4/vrreeITnwjAjTfeyG//9m9z7LHHcvHFF9+rMX/QGkWEEMK/2RjhtGMkfO3379WtfyTIK7g2hHDaDz4zIiIiIiIiIiIiIuLHCVGMEBERERERERERERHxb0JEqijT+PQQwuUP4H3D/fFvlc7Bq2jt/Vnya36WtNLgmutu49zX3swpx9Z45PEtrr15yP5b17j0jx/F6ScaaV/ZruR5ZVZbCZQBsnEl/Ip1SJrWg70BmJNCMqH27OkklOtKKGeTbPSg1bDWB6GvooJiyUjkNUi8Wv2Dku6uajb/dVSQkCuhnG9AMqb3Gi1BtptOe56n/vq3+PINq8xMprzht07kUQ9LOfqoXezekZvbQmJihAGQKZEpVSU//VDXUhbgvN1zSefo1609hdc2FGwHCnMgECXo8xRKz0Y7Y2wmJ1RSnE+1Er/oQ5mpCYOM9D7FkrW26OhcEF2Xq9s8zWUgeBWFCCo68KDOAQ09rzi81Z6Antrb54ch3abW9iVACtLTeCYVSE3cEXIl9hGNbShAJqBcUdHA6DDQtHPakG3Tdg7JNBv9aVq1gyYk2FxDCozUDUKGwLjGJ181J40pbTGRTqvQgLpeX65DOqU5gNc5hLa1M1jXcUNFXSDE2m0wrnEIG5ovbtLGntHWDdRBWiowSKZNaDECmdYWCcmUChec09x1DuiAa1JQ4JNxNgYtxpodoKVzc5PAmq1z3H4fR9s15MAk0Ca4SULo6VyD0/xgiIoXRmibiz4iBS7UdW6upYIcv4JjGvHLUDZB+twpYnClrV2gGIGvIljFv081J/M6Il0kLe0ZGdhep5CsEZpHUbgB0MI7ARnS6e1jbGzDhAyWXyFFyHHlBokH8SPNTUmhXCC4ab3fcIRQIRSLkO5ERitQ1uh3Bhz3tH/iXa85kXPP3EYoc0jhsi8u8+tvvZlbL388tXqhYgbX0BxwUyo+qMyYKKHQPM/ngVltZzLoQFq1d0hN86oYEnpCyEskrUMWkGoOtVTbwwyW2AjH0QrfhGxSXS3SEWQTnPLML3DjTct8+EMf4gUvfOG9f7n+B8F/NDHCqaeeyv79+9m/fz+ve93ruP7663n1q1/NK1/5StL03nVOjWKEiIiIiIiIiIiIiIj/TLh3//KJiIiIiIiIiIiIiPixh4iMA+eh9O83jvB07hN02mpFnric/sYa5772Ft756pM492emYbEDE+Ncdu2Ac197Dbd+7GHUmhNKstYfpISgQ10LQAUHfgBlB2pHabU445CvqctA7Wgl7tNxJVt9DtXjgQNAoeO4HBrHQ2FjJxOA1yr7Yqj94yt7VLgQKko852095h3kt0HSpNdZ47hn/G9CCFz/vx7Fw0+eVcLRzSoZTW6ig6rOPaBkZrpD5xJEBQh+aMcS8HdA1gTXh+xYraz381rxH4Yg21ECfsXEAJgzQErwPUhm8InHlSUw0lhlu/Sa8g4ldn0Xsj3mjDAHSabkPEEFAOWiukVsOiO4RKv83QzIuBL6SUvHruwGtkNxB2RjIANoHKVj+3kVVyTmDBDGICwoCSwNFTwgRqgXut5iXsnscqjrS4+BfM6I4x4kx0AaoJyzWLfM0aGl80obGquibc4R60AfsqNViCEt3VdSyI7ZqopPTGSQ7AU/p2R+sumWMK5iCFe1mK9BmDDBQh8qx2p8ZBzoqfDCHW2ODqUd95DsU4cFJyrecAGoAQMIXaR6vJH4TZCujp3sBdaBMXNG8MBRqCChNKeEkhD2AEtqoEDVBCUBxCP0CbJdc4lxAusEBki625wRDoI0kdAl+N042YDBhu5n0iX4HQgjGK0iYRqKHPECowCDFRjugtoQRlVo9VTIkO1R0U3/DsgaSNkhlT14ekAPL+MgOdAyR4F1XGgiZQku064WoQNup+aKnwOpq2tDskfDNjqAUIdhW/NCOlxyxc2cctwY5z7mKEIvAFVoL3Luo/bwruMW+MT/WuKFz9wGSR8qLXD7TFjTgKILtb0ak+Kgig4Ga+CPUoeO7hy0LHfLoNcsH4bhBGGsjnivz3nVBD2tE6DdU1cXGUF1N0iVd3zgGm68aZmrrvwsj3/CE3/0F2zEv8L+/fsZHx/n7LPP5pWvfCWXXHIJ1Wr1SE9rs21CRERERERERERERETE/Y4oRoiIiIiIiIiIiIiI+LfwJuCFwOtCCLcf6cncF5g+5mQADmfTXP5PS/zUSbM8/ewH4w/cjGt3QQqe9dijufCSCp/4zB288OktbVFQrmqletlTgcBmZbtfUwI6n4ekDvmynkPFLOcDjBatBUPQinRZATpalZ7M6jE2zGp+Q4/5VauGdjCcU1eCsg3lBpSpkes1Pb/s84uvX2BhecBXP346Dz/R6fduGljXefsuuJ6NPdR5i1OrfjdGCB1CMoRSkLCBBI/axw9Qa/wVI867WtkuU5B0VSxAoeMkEwQ8PhtSVhzCGi5YBbdfNrFCCknNxBUbSuD7FfAjdRcIuVbRS13dGBipKCCbARKt/PdeifQ00XHKVXMLWFaiVga6ZhoQlrWSXTbU9aDIzclgRdfnu+Cs/UG5YM4IucY9DCBfBDKNVZHb/dZVHBE2VFRAV+cfRrqeYlUJ5rKrIgVKjZMvUHeAzMZZAZeCFz3HdyyfOtq6olzW30MB5UCdDIp5oKetI4K2xaBcQh0z6mrdH4YmQDERQLpH5+y7QHsrv6Sr8Q0DbXtRroJbAskgnyckTWDN2j5U9BNyCKuoMELbGBDausfSAab0mtDVvHAFwjgh9DXnSTT/JUP8BtBFgpiQoUvpPN4JMiiQYg3pzel5YQWy7eAWdL3lQF0MZFLjUSyZwOYw9Joga7YnTTu/VNeN/gjSHUi5jKNLkFJbNYSaCVGWkFAioYP4Oq7oq0MDm8/UNnsO1k2YsKwxSIcwXFORS7kEeYdbblvntOMdob9OKDJYNUHI6BA/fVyDW29bhY2R5nEzgUqhaypXtWXGaNHcTOxYWdd9665AtQd5R1tsuBr0lmE0gm4f3Ayh6pB0QXPNW56EAOVhkCoLSx1Of97fMzff4VGPPI6HP+KR98XrNeJuOHDgAADtdpvzzz+fV73qVUd4RhEREREREREREREREQ88ohghIiIiIiIiIiIiIuL7IoTwO8DvHOl53Jdw9V04J3yjPJGb2t/gYY+bZeMhT2D8cBuXzEFWg1J45EO2ceuhrlYcJ3VtKxA6WkHuUyWv0zrkA7Q3+7jdoKqkaCngm0qI5hVInJKCrgLUIRmqPbtkek1ZQXsYJEqw5itAU6vTkwl1QQgZeGspIGN6vtRBEv741S1uuu1bPPHF19HZfwZkdSWPqaloQawtAWNWBa9V+SGZJCQVSlcnJCDliM0WDEneQ1yCkOqcAegZuW8tImRCiWLGCVkFnzn85BhUl3X94pSAzeoqIpAmSu5XdC6kNkenxKt3dq8MwjiwYvdKLDbjwDokk0b+j5tgwpl7QlXnR0Njm9TVWcDXtJJfMov5uLXWaNqxMWDV5lFXgpcBlA1ts5A2LI4VJbilouFIxtQZw2VbhH2aQjky0UWh++k6kIwg1HW9DHXvNttNSMXWV7X5VFBBy2b7h4r+TMbNsaACbsyEIVVdv1QkzSTEAAAgAElEQVQtHwqda/DW5gG7Z277UdX1ha7mElU7bwF8XfNDmrjgVPDgKubKYTkgVXOSSPRaqppfQWzuDXNOcOAdIWlpNb40CKGA0FCdhGQqVpFAcFUKt4086TGs7qaRf4fE1akOuyS+bzHIdF+pqaNIMqP5Ix4qE3rPdErXFBr6zN2ZCyW4Ch51BxFpQChxZRufpDpnNkBaiF/ClRmCIMHps8Km8KHUd0LYfFZrml90CFlLnShCAylLjttd5wOXLem68wDpJNJdJtQnufZf5njpWTu1jUsxsJjVVeDDmIpU0qbeo9xQh416TZ+P1ix0R1Cvb707qpNIYxGqE1DNoFGzliSJPntUIQngmngfOOmcz9FqNVlcvI3Jycl7/B6N+OGQ5zmg7ggPe9jDjvBsIiIiIiIiIiIiIiIijgyiGCEiIiIiIiIiIiIi4icGJX3SLOX277Q55rjd/O0HvkBS1PA79mpVcb2FDOe49tsbvOScWa3Ir+yA/Hb9vdwwccI0FGtmz79tq50CVQhLSroPVyDsU2FCUuj13WUYqwLblOR222FwmzothE0SuqpjDb+rIoiyr+0NXBVkSaum/Tpk+8zSfYVjj93JntlbmJt3INuMiN4Fxe1G0CZ6HXVzVJjDZzspKnWK6nEIOSFsENIU54eILymrP01SHiShgSsOG9E9Cwy0/UMIEA4B2rYiyKySv2EIjKPtH1pWse8gS7T1hB+o5X25ogRvsQrDRFsvuALSGSVjRwfBTQElJNvVMSE/ZO0JPGSzuqkhV3LdB2BNbfmLJSXY8zY4p4KOMNAWFCHTVgfJtF6bbFfCPt1pJPqYXl/Zp2S8OBWg+GXI9lpriEkoJ7USP51RV4tkFqhpTJJpJeDdHtRFYFoFKL4BxaLunbexSdVRo7JbK99DAkyBP6i55c2Jgxr4Q+p4EfoaF5kyoUvH5r0I6VGoyCDYWg+rqwIOkqrl6wEl80PHhBkZsBOYA9ckhDbBHaP7EEaoCGDVzhGzeLc5yriOLTpvCYcIMk4IIxM5pJqTLNk4fQjbQTI864jUyB0ESSmy4wHPaOKRVFe+TNHcQzLAiPQd6tIQsHsWloctcEOojakIpLpXHQrogWsQ/AZlfYZi4tEU1YzEp1T7N+KkATKFKxKcz3BlgxDaSKiALxCmrc3GIY0zQ3C7VdhQokIc39EcdDug3tV97swRqjXOe+aJvObtn+WyG3o88zFHEZYOELJJLrt2mRtv63PeOSdDNg/NuomHVqBxNBQLKpIpByB9qOyFfAnqO1X00rsdJnbpc5bt3mrXMj0DeYDmLCKiz1ta6vM3WobqSSBt3v5Xi3R6OXfs/2NqUYhwv+L9738/L3jBC6IQISIiIiIiIiIiIiLiJxruSE8gIiIiIiIiIiIiIiLigYKnS7Va4eDtK5x93sl8Y/8cl3/8CsrmONSGiNvg0hsK9t/S5rwntCDNIJ9TwrlsowRoqgRlWtGq8WJNSfPRIauYBvI1KLfZMYG8p24H6SQUI7PMF8gPQ7bNxh4poTua0/YLLrOWAOPassGPdOxyzYj0AeQL/NF7v8v0GR/lqq+tc8XFj7aKd2eE+zYlyiVXgYJfBt/GuxpF5vDZdgLrFAjeVbRFfTpNUdlFKV28q+D9CkEmVVAQNpRAL+eUEJcGSvrWIKwT/KpVx/cQKgSs1QCFtU4wV4V8CXypJHy/rrEcrOk8pa/rzVpGlle1lUWxpkIQ+irS8F3wcyo28OsaT5lQe/vgrQ1CEyXx+xoTPzC7fRtbKkpwl8sow5xr/NIZs7TH4hdU1FHMA8Hs+Ye6735dhSUh17EZR6vsK7qPxSHURSDX+GXboJxXUt13NWfSKbXi910dqzykQo1yTe/tSxt7wvagorH0h3XdlNb2Y0ZbZkii+SFBcyD0zDEh0WuSGQjrgFcRx+ignu8F/DriZlRU44M6D4QO2q7DWhZID1hTkj4MVXiBAAsIk7iwgUgBoVTnDN+3GHQtPtZuQ6CUgjLZRZm2KF2OAIXrEpp7yCsNbXkhie1bxUQ1fXWGGM2DdPS4bEB1WmMrXvfHr5GP7aOkzrBeZ1iZQfwiZbYLvEd8FxdKpJxHfJskOJxv46gBq1CsmzNER+/ne1AcViGOX1ExEA2CX9O8YAVqM5Cm1BoDLv2Th/Hrb72Gs1/1D7zhb+c45837+c0Lb+XSC06llm5ApQbVErISattUiCBB23WkVUha1gokWM4MCfVt+KRHSKsgXY1BYxIqA6ReRcK67g2lijQYQnWbCXSE5bWSPC/4vbd99b58tUbcDXme8+53v5vzzz//SE/lX0OO0CciIiIiIiIiIiIi4icS0RkhIiIiIiIiIiIiIuInBhX20mjUOHywTa2W8P5Lf4OXPusdvPdBNR61L3DtrSP23zrg0j86hVrWh1EP6ruNNB4pGekHkO3UyuXcyNli0cjqJXVPCFVgHajD4BBUC2tBMEJJ0i6MOlqpX/ZVaOA7MOxAdRfkufaeD1gl/Qzkq0o4k4Ff45aDGf/3H+3n///cKq94zi7+9A0/TaNRKulftKGy0yrobWwZQLKD4At80qVMtin5K5MmYOgg1hIgIOCEkiFOwFOQyMDI/HWtdHcplAeVjPaLkOzRIIc2hILAKo5xJXLDilXOpyrOCMMtoUVagd5QRQhlH6hApWWkb26k73ZwiRKyjJRwT49V/YCf12uwVgzkSubKGNpGIAADGwttdVAs2n4ua3W9VPR+FEoAM9C1lAs6Z8l0HClV5JA2UQHAul7j+0b8T+qYYaS5kNZ0DqUJVaSpOYSosEESSO4Sk6INdNWlIV8Ht7l3hbojlMu6/jCwdhJ1m3cONEzkYkIU2Wx54XQ+oaOihGyHiiSk0HHKge7nqA3JGtqG4f+w9+7Rvl1VnednrrX3/j3P+9xz3zeBvEBNCFKGVgEDVIASKCFWOSgREaSJjRit6iKOtpRnOSwLFaHKFh3pVCgyEKyGgiY4WoGmFVoKMBGRYfNOws3Nvef9+j33Y83+Y65zb4IIVlEmtHd9xsg49/wea6/H3JtxmN/5ndvglxDZi6KNNudbdOi67Y0UmOvDFAn7KANEFkH3EaYIijoXRRUjEz+IB91B3CwatmlcRvBdgmtQPwuMCYwRegQVWmE7xvAA/OEohNmws2xW7f6ph1Ec4qJ7xZLtUxiA6xAQ6t4cZXuexjnqqkc22bT7QUe4Zg8femQciGxqkHWQw3H/N229YQP8MWhqE8e4KIoQhzBFdReYN0FNVoKb8j1XB778n7+P//x/7/CVe87x48+Y4canXkp7ZdFiVTZtT1wrtnuoo4imA9q296Sye8rNo3mGhi0Q0LBr29+ZgdEDkMV7RQ+ZQEe2LK5cbHHi2qDrvO6fH+fOjw75vd/7PX79Tf/+v8djNfF1eP/7389ll13GVVdd9UhP5duJORH5XeD9qvr+R3oyiUQikUgkEolE4uEhiRESiUQikUgkEonERYOnx+zMIhurI5Qpj/+eU3zqs7fw4dv+E/d//jQ//oOz3HjD1bTzGupYka2jmEgfxRYEAZoBIBCmVrXuM6vQPhAWSA3tmBzvVFiSexI/G6uVVWOiuYhV/hOz6C/3rPd8PbHK8iyzNhBhDDrl39x+lre9f4/P3TNmad7zvn9/iuf8w+PgQqxuH8XrDCDvx2RunLcOQQIiFcjUkutEwQIVSgBpIaqojgnOE5zimkm8/tjWwhC0C0QnA20DExMxSA46RvRgz+L4ItY2IDioB5YglzG0utCOB+SUut1CcTg8PkRxglrSF6kuuBzo8IJIRBqsRUKw16qxVd5nue1zs4fpLFrWHkGjO4Vmscrf1m+Jfh/XEB0lpLHENc7W42ISX0v7fBjZdd3Y2h2EiZ0X3sbWKoo4ahtC/IXvKlB5m+tkB8odm1MrBy+Q7dlf7Zm39WoV91SsKl6xeesUUNAi/h73m7h/jIGJrb0e2HvlHlQTE84ULfDB2onQgM6CjlGNc5WAbWCJUEIoEXGY2GMfwhBBzM2DB98zJaJ2rx3MS8kIAlWxSFnME1wboWPiBSq6o89RjPagKsimq5BPIXfgJhY/lHafubgHbgJZiM4hud1TYQI6pWovUHbnqfIZGufI6k1cvYmEie0HUUTC2O5nraKjBDHG4zlRW1zo2NamJaigdOx7Ln6m3o+alQnkNfSh01F+9J8sw0ht7zseOo3tcwgmfmhGtp4wiOIDUD+DZoI6AemYqMCptQxxHtShmiMhIN4jkwrqDHxlc+LgLLMYcwFcjZM1dnfOsbM75fuuO87cbM4PP++ZvPR/fBWudfm39HxNGKPRiFe96lX81m/91iM9lW83dlX15Y/0JBKJRCKRSCQSicTDSxIjJBKJRCKRSCQSiYuKubk5NtaGOGYQOvSLLf7pj3w3vbOYhb6ftYQjEyh6VqWcLVn1suwAHasyJre2C6Gx98XF3vY5+H6s0B5Appb4zuYgzFnVdBPM/t31IFuOFe4b4FuWeJQOhAWgsWtIDl551x9s8gtvWeU7r5jltTdfwWte0bckpmtDccwS9dPKks3SBl20BLg6u4b0EGlwItG1oENDC0teKuAQugRaWLI8R7Sy6nY5ECIQx+6BLNk+kKPSNecB2qYViA7/ltiN7QBkFrJZqIa2T1kBrRPRyQCCCHVxGFeVVJ3LEW3htMHaQWDfd4U5Kkgf3AB03i6WHYnCjjJe04E7YpX9zSQm56Nbgl+2MbUBerE6vbEzlz64ZWANmLO5Z0dtzVUZHQecuRy4Jbu2ljY3CpCFmCjPbSwdxdcm1l6DWavud2qJ5+YQ9qd5beIW7YJ2rC1A1jYRi+/HfS1sj50DmQEqc2PQMcictY2ot2LVfWVzko6tr8HiRNrAjAkaqm1bh7TM9cAFEEHcvOXo6ZrzAV1U5sxRgR4iYveBLNhcZT0mvFs2Nhr3qY/S4qBDZHB9gl8muDbB1ajr4sgReqCQNWu0yn3yyQCRI0i+aOIPKWxs7cW9bMWYiGvLsKS72jjWAkNoiiM0+QnEeWBK1ihZU5kbhrbt/nLe1k8ObjEKdtq235IDAaWJZzcHsh3dBjLIj8Vr1XGMg5jbsvPUYM+TRqB/GOp56LRt7h6oA4TKzk6W4vm76KKygvo2+FWbp2R2vmJCBARwfVSB/BBStWwevhfvFbV7WOYs3t0A3Bx4+KkXP4Z3/8F99Dol6+t7vOKf38ov/evf44v/70foLzzhv/6hmngIt99+O1dffTXPetazHump/M2ktgmJRCKRSCQSiUTiYSKJERKJRCKRSCQSicRFxdLSEuub9yHxz6HQXsE191pbAz8L5VloHYY8s4RNvmCV1q5nDgguj4ns0iz9pYKsb8lC34bQi4kescSgK0D7kM/CcBtaLXBHMaHBYqzyboM/ZGNI30QF+RFL/vpZkJw//NM9/tn/8hX+pxc+mt96zWPNJt7n1rohW7H+9pJBfjy2AlgxRwBpWS7YzYLvmmtBNkOmJSUzeIbUzAIZgidoGZPNR4B9xHehXkdFETkKDIHD0Xa/gDAD0kbpW+KYBaC06+m2JVnVR9FEba0IWo9GZRstVlA3JmQ9RNuo9yhzVC3IqkDIdnGhiMn+LjTeks51Bm4I/qS1Ush6VmEeSihOAWvQmrd9DBW0j9i1/VxM3C+AroKbibb8bcCbaMR1bP/8CRtH2tHFYh/yU3Y9twBlaWO5JVsv/Zgork0MkPUt4Z8fsnPQPjSZuSzIMrg9O6+QA+vQWoIqs+r/LAoPXCfGVjuedbBrqZh7BlGkQM/G0cqS5ppHwULXhA/ZMiYacUAUYfgo8Mi69jmnmDuEIEFwfhbRlsUpgmiN0gMcSgeRORN64EEWbSyZifvbRjTEPcnBVSB9qmIRZAZ1geD6OCqgIDAhC9CeBnyV44oTFl8ht/uSxoQ1za6JCETsLGmZkwHd6FiwCOzamTQ5VesKVAcEf5iMLj6s4VhBwkac9wpQgzsMnDWRQshtTw/EBbiopfDmxFBcbm1C3Fy8zxxkJyBsx/t5N85vAbM4mAXdN0FLtm73uZvYnmfO4jM40AHauhzqs8ikC+UIqUbo3BGLdbcY97u2+EVNCKL7iFsCJja2lpD3oovEJO7RALJj4KZQzHLLK+GWV5w0YVAzZjRpc/za/52f+7l/ya1v+8i3/Iy92PjQhz7EU5/6VLz3ANx1113f3kKERCKRSCQSiUQikXgYcY/0BBKJRCKRSCQSiUTi4WRlZYXdnT2UCqW0vuthYlbpYR/ah6P1vlm9n7dubwZWdR7K6FxQc8HCvYwVyY31q28GJg4gt2rnZgLNPvglG7MZQ1PGa1Rm619v2+dcCyigOmufDfsgPe7+q03mZzJ+6zVXxUp5tTlrZYlQUWBqDgvTCVTRWr5pbBxfgu+YgCKs4ppdfHMvygxWbl+iTBA6qCowQbUG3SH2E7DrhBqkxkq7JdraTxEKoAO6GVsgnMMq8DW2ERiDFmheoIxpWo665ajzBVQK6sxT5x3UZQgt1G0jug/N2Vi9n0M9tPYZAEGgLm0fmy2bH2r7T2XXc96S+cSWCzTg5qF5wCzxm3Mm6nDt89b+VtXv7WeobOwD6/5my9Yfhva79KySPkyiGKJr56VTqNfiWUaRQLUFDG2+YQrNNDpETC2ZLyNzn/CVfYfduGc7Mca6MR5jW4qmiuOXEHYtUa5Tc3gIsZWBjizmwjD+fuAaMbaYkz3bK9e1tVKDVkgoIThESiRsx0T/AEdAmCA6sT0ltjgIu3FsE/AIAZiiMkWlDeKpfEVwNWWeUfsFVJSA3UOOFqqKr87hmx3QPcBBXpprhsaWFhItN0K8h+iAFtCsRzeTc9GhokFdRZAK9QsEAaXCV7u4sI4Ei2+abdtHUXMQCGctLhih0okmC6V99qAFBbF9StiOMdDYOOGgfYePIp2J7ScCxSJU99sZyTkT6rg8xukEXEYoWihTQgG6v4YMR+YmUq7He3xsjgi0Od8mRAPiZ5Hyfou75gHIZkByVCYEnVqbB3U2z1BCtW+ODTpjbSMmQ7qdihc87xr+4I8+/a0/YC8yPv3pT3PDDTdw7bXX8oUvfAFV5ROf+ASPe9zjHumpJRKJRCKRSCQSicS3BckZIZFIJBKJRCKRSFxU5EVOExoCA4Qe2myiumVJbxZjkm9iiWefxUR0EROOUyjHUQQA1JtYAhxL+NY7MREv1vKhHMVq7gqYhdA3Z4BmzRKZGl0Rqq1YZb0Xk8TR8SDUoAsQKjY2NvFOoV7Hqrm7UJ+2JHvoWyV2M7YkaVVCNYBiCfwWZAETE9T2Xd1HKK1an017jTFW/V1HQcIaIjVBBzh1cV3bQGOiAHcIwjowQnWMaoYtygObSBOTrWFoyWVxNK2Cxi1Rd3bBt1BXAgsEQKRBdYrIDq6qyYb34yenrXKf+22PJ+uWzHcjyA8DZ+zfB6ILKSBsWYKfHZATllzWbagaE4lILzpG7Ns+N/dHh4Jdm28zBb8C9ZdjIlwseStt21sdWfV8mLH3601L5OsQ/J79lD0gg7ARxSw7lpyeDkDnYHwWmh3IBXrHzAmh3oVixxwRWo0l3mXbku9NZdXtOo3zFCstqPaiQ0UJjMyxIexh7UQChCVwZUyw70LwFnM4i4tWaa0ZiHFR74AIQTxKDSFH2DE3Cpm3teleTGxPoyhnHxgiugPNEKEDbNBks1R5i+AKGnE03qEuA6YIDYEJQkVDjtDBiRLcLuo3gTEis0C8nordH3XXXAl0eiEh34ztvpHG7oFwDg37DGcupSwc6mrAEdiFsIrU64jM233Gnu1v3YoJ+yHIEGVq+0cNsmsPDm1MNFLfZ8IRzYBley9sRLHLLvgjaLWBaBw7TCwWshHkE/AB9AFr1RK2wCkh8zTZYdRvAyWyMIWBwngC7criW3fAHbfzZj+e7545IMgIigE0OfAAiiNkUQzRbEJ2CIanoXXWXEX0qK1nsmkiB5nnlS89yVvf9gkGgwH9fv+/x6P2ouBgrz772c/yvd/7vdxwww0APPGJT3wkp/XNSW0aEolEIpFIJBKJxMNEckZIJBKJRCKRSCQSFxXTyYQ8zwCP4HEBNO/G9gvBksGSxQrnPPZqt+punI/2+Rn4VqwEF/uuf9BrLrPEuCuset096LWD/u9S2JjSipX4Wfx3bt+RWIntCkYT4X/9/VV+7DmLZqd//voeKGLiug3kcZ7xmiJQH1RGx3Vh6wrSIkjXfie36yNAC9UAeBMYSIa6LkE68bMH8y7i74FA+8L4kiO4B10ri2txNNkcTd6iyWdpXA+lZXOkAHUI3s4leFSKmITNIcSxXI6pQOIaJbM9Jv707bjuuA/SxPfdg9aZA60Lazl4zcV9dHlM1Hn7nGTxv3YcJz+/h/a7xjMr7LuudeF9ift68LPy6ChDpw4dZzAVKCtLEOOhKKDdgbwFeSfGYWwNQvyMHqw/rpsHnev5WIuvuTgHiXOUg/W0LpzL+e/E1xDUtVCKeMZZrMh/8LrjnqjFoOCAjCAtJvkyZbZMnc1TZ4dpslmafAF1bUBwZDhc/I7DhQlFuUNR7yHohftB2nF9mV1bnYk2iO4IFFEkEc9PMjuveJ+pszkKOUpAcdEx4GCtrQftycF+HuxbK+5hYe8fxNzBPXtwv0j8zkFsudjaxXfsXnJ5fDa0IGvxkHhw9nwIeYvQnkPz3NYsXUKnQ5hfJMwsXjj7g3NTb+IYcms1I7nNw+eQtdC8RZP3qNuHaToLqI/zdzHe1UNdQX0Qv7au77xqgYX5Fi9/6XP+6x6oFzmXX345b3rTmwDY2triXe96F+94xztwLv3fbYlEIpFIJBKJRCIByRkhkUgkEolEIpFIXGRMpyVZluGYAS0ppMGHEorl6C4wsn9XmPW+X7LK8uy4uSMg4OchBGt54DtRkDAHBHAO4tjWEqC0ZKRbsur9bN4q1EMJ2ZK5DBTHoNoGFPJFqwT3PZBlEOHGf/EZet2MX/+l7wA/Z6IJKSA7YtX6/rBV5/tZ6z9fDECOmCtB/wRkQyxh20OlIain8Qs0voPSR6hAFaVAYosCYRFlj9oto+yS4YDYosAdionVAjgE5Kj0o4tAg8oKIhXmQuCAgLouuA6KR2QZ1V1glqAg0gYVq0jXrrW7r3LIDkdL+S5WzT8FN2NV5b6A5hCwbufgunZe+VHQDQhznE+2Zoei80QfpGvjyJHoaNCPCebKkr1uzqrZ3bK9L12Qvp1ndgzqc3aueEuQ+6PmGOB6cfwaWDHnANc19wAtLXFe92A8hvIQjEsTuTBn8y4ORQELMUYGkB2NzgMda80RQpz3xK6FAKUJNtyczddFdw8Km6cObR/DDoQmuifs21rYQbMuIVtGaJDQoK6H+hxkxkQMzNieawkS56oAs6BDROaAjDKbYdq+BnSPkF1BIzUimcUAZYypDEEQzSmaPXy1SVEPkDDBSZ+sKhHNEbdi7gfMWUxR2X0oLWu7EfrWwsD1ottDE0UFDqSPiNKdrBHy41RFjXMFgT7qZxEvaCgRPxtFFhOQgz3roK5vzhCyAL5GVFCWbWw6iD8BYQ11c0COiIAct3h2hyBUSL4IvkCaMaJ9RAu7d+ijTgj5CkqNNJ7g2xdapcgS6AZh5lEmwAkV4ueQsIG4OTtvl4Ha/ihthOiMwCHwAfULIJ5x9xjFaAPPDtJM7PkT1qDsmhAhr4FlcHsWXzrlf/vNJ/PDL/kQ2Qtv4Pa3/2FKqP8tufnmm7nssst4zGMew8/+7M/ypS99iWuuueaRnlYikUgkEolEIpFIfFuQ/rJMJBKJRCKRSCQSFxX3P3APy4fmEAKtcpMwOofPevbXURhC6xAwAq+Qz1tbBMksmStiieLqHEhM/mtpCefqgZh8zky0IG2oztoYSGzJMGttAAiQzZnFv8/j75l9tlo1C3q/AJTc/YWSP/p/Vnnvb/8PON+OczsU2x+MwfVQHRDyQ1hiujSxhG5Bp21J2ywH6aBhh0BAXY/aBWAWZQdFgAyhAboAKFOENiolaE3jclQrS/yHXbOI9yuoa9AsvsYwVrQ3MZm/gVVltwlOCTILLqA6wdwJptatQguQBpECUKQ+S2g9CpUafNfWGnYg65nbQeuItbtg1/ZUy5i8VkviSwdrOxHA9WObjOh8EFaBvrU9cG1gYoIO6ZiQ5MAVodmOApPa9tUtxPYOvdgiYApuxdo2HDhF1Gdt/0Jl321GJl5gNiaRG0ueV2t2RtTWRiFbsPF8FLo0a5ZcD3sWT74L9eoFwYWftTmFc3GOYvb9mkGzYWO4xubpFm2OqIkTwjpW2V9D3iHkC6isE5wjZLMEJyhtYAvo2J7pMCbst0BmEFFEh4jMIzoiuJyq9WiUbcriMI03RxCVNg0DBMHRwoUaXzf48h5c42hV62TNJrl2yKtzOCaI68W1qJ2hC3GN21FEsXThXOv1+O+2naf07N50hZmcSIlI23wRmiFOParj+CQoTGzhZi2O2Ae/ZHHqZ1HdQ7UmuD5Kg7rDqI4ITAhuDtWAyiyBQKBB3SyqE9R5Am1UXIyvBmTLxCSMCNkigT0CNU02/6DPic3hQLzhgrmtMEFdF9VpjLVli1kpEIKdp8xw0KZCwh6Nd9YNwmV49TZ02Le4mY7B11DPWHzg476d5fn/6DLe+x9/gP/0nj/m5IkVvvD598R79duL1772tXzXd33XIz2N8zjneO5zn8sVV1xBt9slhPBITymRSCQSiUQikUgkvm1IYoREIpFIJBKJRCJx0VCxyumvnuGK71wiMMGVBXm+gBudw1wJ5kxAkPWjOGEXiiP25YNEcLMHrZMxWbwRE4QKrUtjL/sKshmghvYpaHZjArljydNizsZrdiFfiW4MW9CM7bXWcXDxs2HMv7vjy5w61uNJ1y0AU0t6N2cssexy0CF17wRBtmjaRy0xHnYgWwaZh3zHkuKMCdlJVLrUXizByRTnbH3iSkRAdfq28hEAACAASURBVAPnZnEuR2SCuDbBLyEqBF9YUtPNg1tCm7OAImEIfsUq55mAQAir4I+Yg4KOaHwfZR3cYZwrEJkirkDcLCJbiIBQIuLR1iUQztAUMyZEyBchP2ziCwlQn4F8KVb+72IJ1Wi973t2Jq6wRHxzNjofTKKY5BQwtBYDOrQksT9iY4dpFIgsQrZoY4uLjhPnrBJfB5htfg/q+6J1fhVdGS4xwYGO7fxcF/wxi6NqCG4b+ovQXrGxMw+dBZA1KDqWNNY98CdsPBcdGZhC6xKLG5lEUUAB2Qn7vB6ISNTOIexgDh5daM7FcYLNwx81QQn7tg8ygvxS1GeoDFCZRCePY3ZdrW0dYQ3kEMIeog3iOoiugp+hznoEVxHyS/HSQRkTmCLU5MyhgOoQCftk9TaZztOqT5PXm+Shxtf3xsp/H8UkszFuWubCoDsmbvHzoGsgpd0v2Qms9cAwOlDsQ3EJaIU6pXF9GgbkIcOHEqe7iGuby4KuRpeHfRM7yDwazsa9nJgrxYEjhMvt/LNl20vGUVyyDn7Z9otJdDOZR1iLwp6pCQ38EQh7KDmEHdQftfteSotn3TCxCzN2JgctIVxmbRZkjEgriknOxpYNU1RyixXGQAnNGuL6ZJrTOIevdwghztHN2bMrz+1asmr3iFZ2zeIkGs7wnGcu8MDnbmRlpcd3fOc/5Td+/ece8gz9iZ/4CUSEl73sZX/t+XrLLbcgIjznORdnq4emafjTP/3TbyuhRCKRSCQSiUQikUg80qQ2DYlEIpFIJBKJROKiQSjY3Nzicd+zQqCkchPcqESrMdQDCGNLOJangdKSw/WWJXKrLcwuPooSqnPQDGLy2UO7Y5XsYQzNviVOa4FmaFXL1f3groDpaWCCVfGPIGxZEjzsWzsAX0Kzbu9pyWynYjypgX1Lsoc9cCtoOEdTCMHN07QqQvsSJAzJQw7kiHO4sImrp6BDmryg9hmNtAkIyAhVDwwRGVvlNUOEOVTXgSlQg+6grkMlOU0oKILidB9hPyYy91AcMI6J3NKcBuhZopwRwQVqNyG4BUukx7FVh4g0qAqwDRQ4BkhdW4W5H1ryPwwAZ4ljHZrIojkLAduvMLFKcmnZNUMN7AEN5nKwCuRxPmriDN2xz7NtCeZmBxhZIrw+Y60PwtQSxtTWriGcsYp93TX3gsybeMXlmIV+rNbXPbte9UBsETG067U6SFi1FhOdCfQacGvR3eEscUH2WR1HUYGDIOakoZvgBtaKo1m1Nh0aHTKaURRfTON3sXiVOWjuj3uB7X29DTIEKkQcuAU0rJkQAWdr80dtP3QUY3MJ0XOI7iPaQDOmccto2GDUezxNNoOjRhmiVBCmuPocrTBLpjsoQ3wY0Zms4t1RJJyOlfkNyooJW2QMWuGa9bjfQ4t7ye2+qjfjWvehmpgjQL0Dbgyyb605mh0YbzJZvowqCyCeJmwzP/gv5NUm1t5iZPf0gfuDjkE3rH2D7JlDhk6io8TQ4oCF6KpRWTyEdWurEM7F+7mGZhsXrC2CC+tAK7pmjG3+bgRuAWEL1RwYxD2YB1ajMKGK94eCuhhLAdUBomV8fRNzdsBiQXdBBwTXNUEJgsocUq/F8Q4cNCooKnCrkLWjk0cUgKiz+zBsMDM7zyf++Hp++d9+hVt+/nd5z7v/mA9++C66XXNNOXnyJO9617t485vfTK/XA6Cua97+9rdz6tSp/6Zn898HPvzhD3P8+HEe85jHPNJT+ebIIz2BRCKRSCQSiUQicbGQnBESiUQikUgkEonERUMV9piMS77/+sfiyGl6j2Y6fzll7xKrdG+fBEponbAqeOmAn7PEqOvaa65jCcZixX73s1AsA94qzn03uik4yGbt96xnY4YqOh/0LBHuWpAfBYroNtC1xKs/Sh1a/M9v2WVheY61zSmDQdvez44ADZofR7RNaC0SipMEb44C5eJjmS5cRjV7KeXMNVTdFcrOFZTFo2ncIkEWYyuFLkgb0Taq3dgiYQFFcbKESBchQ2QOaKPSIWTHaLJF1M0QOIJKQXCHUZkF2rE9QtvEAgrIDEFmqLIV+xwBkUVEuoCPPxeAQFY7WtNt8vEeWVmTTbesrX02Y/vnenE/F23/82PmYEEBshDX1LIEMR7ogztqAonskL2vfWg6UOVQd2HsYVJAWVhim3kTlrijduZSWFy4I9BUVuHuCjtndwhCE8+jDdqz6+bLVlHvOvaeFHZu7WXo9GHuJCzNw/ICzCxCcRyoIDtm+ycdiylxFkd5H/KZGBdLcV09a1XhM6vGd904305MOrdjbB61yv7suH3O92yc7Aio7YfTNq5p8MyDdi0u3LK1ACDHicfLEq4Z42QBoWXX8kdAa5xbwYcGyPBNSWc6pjVdpzc+zdzwPjqTrzIzvJe54efoj+8jkzlE5Hz8qTtKIxDyUzR+mZDN0vgVlM6D1tOCUIAchtJD1TfRSMjsTEPL4qhxENq2/yFHmIcwYmayjWgLc7SIThhIjJVW/O8wIjnIbFxjPHs6Fl+IuTNI387ZHYIQQFZsP/CItoFlXGiAxXgmfVT6hKxPyJYIrg/0EekgdKKbiACH4v5n9poW8bmwEF+bQd0RE8PIctybWTTroX6ekM2j2SxarKDZAp3pKpodpuoeJhQnIO9B0YZ81mJOGmifgHbfXpODM1+E4HG0+KWf/x7u+ugP8YUv3sfKyhIf+ciHAbjmmmu44oor+P3f//3zz9YPfOADtNttrr/++vOvhRB4wxvewMmTJ2m1Wlx99dW8733vO//+vffei4jwzne+kx/4gR+g0+nw+Mc/ns985jN89rOf5fu+7/vo9Xo86UlP4p577vlrz/Nbb72VU6dO0el0eN7znsfGxsb59z71qU/xjGc8g+XlZWZnZ3nSk57Exz/+8Yd8/3d+53e48sorabfbHDp0iGc+85nUdf23/v7X8va3v50XvehF3/AzFzlzIvK7IvLcR3oiiUQikUgkEolE4uEjiRESiUQikUgkEonERcO5c/cBcOLUUYQOgRIZ30fTOWq26/UAihNWrSzerPqrdRMk5IdiEnoRyjMmLMgOWYIXb24K0jWBgU5N2FCehSwmE5uptWWo9zEL/UWotq2yO1+OyeMFqB4ghBGX/OBf8tZ3rfFv3volAIpWTLaHEopLcLU5KojmUO8hLBPCCA0K9GioCX5C2b6Kun0UpUvQPVRLLOneQ1gg6BagqLZRVUSWaMKAEBqCtgmhQuiBzhGCVVwHnYIMwB9DXcuSts22ORfQBQTxR6BZR3GodACHyAoh7BFCZdcLFSHsIbqENBW+CrimxNdn8XoYUbE9b/aALUsy+xxap6wCXgeWrA4KbikmpqeYK0MDum2J14CJEWqF/dNQH4adAspFqKYwPWciBdrRyWDHWmfIvH03DCyBHyaWjNbGquaLUxYHTW7nPj1tZ+26kK1YHNRnTWiS9Uy0ogNzPigWwXlzHfBHLD4kM0eN6pwJCEJl40oHqjMWk64L2ZJV9jfnouX+jAkV3Cw0m3Y9nO1FdiS6c3j7bL0W43vePi99COfQUFuC3/Wi88E5RDugGTQTxB+DZiMmzx00U5wsQhjhw5S8VvLpF6DeoTdepzfdQGjh6vsRHCLzMY4cWp1B6RC0RaOK+lNomIIq6uZQHaJuFmTRHCpk3tZV71r7BAqgY/eXVqAdKCtr21A9gPouXktcs8fC8AylF3w9QGUGZYKGrSg4yaNzxB7oHuKOmiCBmQftk1X+kx03R4YwjvEVIDtsrS+aEONigjTbUYSS2b2gU2AbdcfQbNmuGwYWB9JHyMGt2DiMgL4JedwCMAdNg2rX7tuwCy628KBj82ruJ/g5W1t23BwywiZOc6reCXy2SJWJxaufRx0EGRK6J1FpwLVMXBTOovkpW5d07Z5qzvFdjz3M6c/9EE9/6mN4+tNv4OMf/79AS37yJ3+S22677fyz9bbbbuMlL3lJFJoYb37zm3njG9/Ir/7qr/KXf/mXPP/5z+fGG2/k05/+9EOey695zWv4+Z//ef78z/+c+fl5fvRHf5Sf+Zmf4Zd/+Zf55Cc/yWQy4eabb37Id+69917uuOMO3ve+9/GhD32IL37xi7z0pS89//7+/j4vetGL+OhHP8onP/lJrr32Wn7wB3/wvGDhz/7sz/jpn/5pXvOa1/D5z3+eD33oQzzrWc/6W3//axkMBrz//e/nBS94wdd9PwHArqq+XFXf/0hPJJFIJBKJRCKRSDx8iKo+0nNIJBKJRCKRSCQSiYcgIvp38bfKsL6Hfv5ovjJ8M73uDEpDVirts39KZ+8eXLZgybxsxpLRobTEYr1nvd+bXUCgOGTJunotVqWrCRbCbmwZ0IOmtgr3as1k4H6Z/WmLmfbYWi1oHLsZWBV9vWVJyHyFf/Wbn+XX/sPn2b77BrqzBTu7LeZnSmvdID0gmHBBd6mzhmr2alQnqJtFGaNMgSVgjFCgDLFJxO8yQPBmXiAz0Sp+jNJCJEc1ICjKPsI8SoMTh2qFCxsUtbMe9uEcQQqr4mcORBkMA/3uEEKNkxkaHdNkbWq/gEiBaoOIoLqLMAdmKk9enqOYroLOWgK+2bKCcW2sMl1dbPEQl+AOWbK9OWtJddcBqcy5oFmN1eze5hamJjQpO1Y5v7mONgpSITNLkLcg3wOvJh4JY3NdCKugLayK3xK3hFWQOfbL48wUp81JodozUUo2g1nvq8WBP2yT1U1bi1u4kODWVczBoG+xIC0TT8QYMJFCYeNJG5iJcaM2hl+xWAyb5tAgs7ZO14ewZol2twAyit/fs730K1Dtxj3eBVeg2QJ4R6MD1PeBBqddBsOame6Wja2lzTts2J7KAtrsg+9S+hZlvogPLdrll/EKErbi+mZtvmEPdW1AUJlFdQ+VBhWLAXMz2Af2oZnHNXt4KeKap6CHLQamZ0EFqgD5golJ/L6txzkTczR7lP0+decYSkZn+gAujKiZgFvBhxEiPrZCGbE/uYKZ7hRYRxEal6H+MNBEgU1uc5QFYAq6EZ008tgqIQDbSOgjzRivPrZ4KEHmCa5FcCP0oJ2HzMeWDLsmzpAe1lKjFcfuA60oOnCgm7joUILuoRpsHjIL0kLq9Sg2sftQRUB3qfJFYIbW5CuMhgv0/edRmTFxy8HYYQ/ytj1PZAAqBFeZ6EraoLsoEKTLu96r/MRLb6XdzvnEJz7Oddd9P5/5zGeYmZnhkksu4Ytf/CKvfvWr2djY4M477+T48ePcdNNNvPrVrz7/DL7++us5ceIEd9xxB/feey+PetSjeOtb38pNN90EwJ133slzn/tc3v3ud3PjjTcCcPvtt/PKV76SwWAAwGtf+1re8IY3cM8995xvC/Gxj32MJz/5ydx99908/vGP/2vPflXl2LFjvPGNb+THfuzHeM973sNLXvIS7r//fmZmZr7p/3Z87fe/lre//e28853v5AMf+MA3HetbZX9//xvO2Z6v+jc2YvgHjxL9s9f/nUztGyI/zl2q+g8e/isnEolEIpFIJBKJR5LkjJBIJBKJRCKRSCQuGnymiAhfvecMgX0EocmUydIlVEXbKuRdYUnaZutCn3qXQ3U2VuNPrEJbR1bhXJ2xxJ4OLbkZ9qxi3cde7kzjeDFBXG3b2DqJVezFg8Yes7O7xr+97fO8+meO0+1vg2uYn28uXK85ZwlQKqjXyCbrtAZ34xRLFLOHSInINk4ykF1EBohMca4EJohMQLYRGoQJygRkgsguQg0oyrbNnW2ceIKWwA7BZQQ3RlGECcImYGIGdBy/s4U6qHxGyAsar4jsAiXgUN06/zkRB9TW3z4MQIbRPaCEsG7jyshelwmwCa6yTgyyBb4GXbf9UQ/TB6AamQhE1cZp1qDah+ku7O2h0xLOnYXhEB3sw2gHdndg9xzsnobGw2TVzr/ZjJXszs5JJ3ZdaSz5Wz9g7zOOcyjtjBjF1/bOJ+MJqxZLuhlf27LXJTNRQbNna2MfvAc9Z3vRHJx9ZWPrMMbDnu297Ju4wefAtr2m2/HaOTTr5sbA1H5mmY3tBhYPYWCCG/ZNyKDBkvBhYj/1nAkQDuJZdyFsIZLh6lVa5eeYGd1FZ/IX+FAh4YyNxSTOdWjnF9ZQlCBTAgGljEINiQ4Hm8AUCWvmUFBtQbUB5dDOs5naPTY9a2c82Te3gnoAugZSA0NwY/L6DO3xp+lO7sOFCegmk84J6qyh8T1zi2ALZArsmJBFx4iu2/2jA5s3I4svahMdhbULZ0cwIYiug45xYRVxPp79RvxpYygVyHaM4Xh+TEB2MMFJYTGgUxPdaIUJETYQHUFYR52nAdTtEVwgSEOQCvUe3I7FGyMk/ldU99Cafi4KjLahaKAYWFeKdhdae9AuIavBTzChxAYiU7vnGKNUqOyiMuBHbpzhh5//aJxTvvu7r+Nxj3sct912G29729u4/vrrzwsDAPb29njggQf4/u///oc8g5/0pCfxV3/1Vw957Zprrjn/78OHDwNw9dVXP+S14XDIaDQ6/9rx48cfcr0nPvGJOOf4whe+AMDa2ho33XQTV155JXNzc8zMzLC2tsZXv/pVAG644QYuueQSHvWoR/HCF76Qt73tbezv758f75t9/2v5/1WLBnmE/kskEolEIpFIJBIXJdkjPYFEIpFIJBKJRCKRePjwZJnj9H2bXPWdR1AacIGqP0eTFWg9RWRkCWGtINSWXFaJgoPKktKhAupYXRwT3uqtMv0giRjG9lMnF74bpiClfTfUVnkcxnHcitE48Nh//BccX2nxr376CNBYQhhv16CyZejEksxaAxWuGpNPVyF3NK4gqAAFSIlqjUiNFcpWQINqhUhjyWAymw8V4FGdItKJDgYVqs4SpJQgDaoBRUGmKLXtIXFuqlbZrzW4gDpHI1lMEtcXrvvgsZnGtR3stQkWTKxQxX2Nr2ncX5nGpG4dk8kS5xivTTwzgGZsyXWprC2Cr+y7WQ1MoCmhVHATaCZQZ5akL+J5BcBNITg7MxevJ3WcQ4N96OBcp/aalhfmGyYmXlAfE/z1g+Y7hZDFuImxw0GsNVZBH6aWrNbqwhrD1JLjOv2auIhjS4xLiPtX2Wt04n40F/aKCghImILPUB2ZcAYunCsTm4/GNesUERAqREsbS6KDgDZAhVKi0o7raUAUpbbrU9keqruwLmniZ7MH3Rd1vH7L5kBt+x+mMXam4Mp43WmM5xKhtOUezJuaxnugS1bvxfg6GPvgDO28XBjR+P6FedI8KE6D3cOax/lInFNpTiNhEucRx9QKgre40Tre/02c0/TCeHDhPlRvca3+fFwoPs6lRs2OIe6Xj/F+MHZlS3nwPYnEz1Xg5MJ1CRZf559l0zh+fP5JBjpF5WAfStotx1OetMxVVx3iN9/yCT796bs4deo4b3jDr/L1eHDbhr/ptTzP/9p7X++1EMLXvcbX48UvfjGrq6u86U1v4tJLL6XVavH0pz+dsrS9npmZ4e677+ZP/uRP+OAHP8iv/Mqv8Au/8At86lOf4tixY9/0+w/mgQce4FOf+hTve9/7/tbzSyQSiUQikUgkEomLhSRGSCQSiUQikUgkEhcNng5Fq8Xpr4wQeggZ0ELIaHqXUFdtsnKMSAZZYQltP2dJanEQhmZnXhwzxwQUqCFbguyQtWeo10xkIG1w89HqfIpZ3Lcgm7fks+9Ea/oS/CKT8R5XPv8vCDg++8HnQ7Yeq0k7sb/9LFQPWMJXumb1nqlVzTddpBYkm8GS2V1EetHO3aHqEbpY64YDQYIiFKBLWMK2ZTl9eggBkcOojmNVdQ7kUdDgCVmBhpwsDLGkZwEcBReAXZA5s+KXw4DGlgyK0AY8gouChAyCIy93cdozlwh3CLPFbywpTQb+uB1gUwOtuL/zkPehXjV3BOkDHvLMKuhdz36XJbOwz9XOo9syN/yFFjSC6Ako2lAX5gLQnoNWz74jAxMvuH5MPheWjHczmE1/DwoxQUN2xFp21Odigl3BLcf2HqvmjiEzoAW4OdCujeVn4v51gH5sNzBvLT+cWALcL2MtAraiyMLFOSyYI4DuxJhoxTNuW2z6Gavcd3HevrB904O2HWPwiyCHEN3DaYmGDipthCU7z3DQJqJtrTCaDLREZBZRtXHUg+9bjIYxsGjtQvwS6g5bjMpZ21M6qByy85JRfC23tauCVtZmADXnCXXWRkAO2x5mh0H2bD7t4+aK4M6ak4Tr2L3JGFx0nJBOvE8dPvQo6l3bKx+iSKAAdwJzMNgDLRBtI+GQbbUQv9+O53MSdDueTdfiUsTi1QuooJIjjZgLhjtkQhLZjCKQHDhs268ZUCHMopqBnASN7UnoxmssowRrr6C9KJTKMDHBYZACIQpk8MAR8FkUuIxQaSFqzwQTK4jtvXrbH0prEyFzmGNHjhBQDoO2EZr49GwBs7Z3lPzK65/A837oSp76D9/Nl750H8eO+oc8a2dnZzl27Bgf+9jHeNrTnnb+9Y997GN8x3d8xzd4Sv/tOHPmDKdPn+bkyZMAfPKTnySEwJVXXnn+Om95y1t49rOfDcDq6ipnz559yBhZlvG0pz2Npz3tabzuda9jZWWFO++8k5e//OXf8Pvr6+v84i/+Iq94xSt43OMexzve8Q6e//zn0+l0vuV1JRKJRCKRSCQSicTfN5IYIZFIJBKJRCKRSFw05KxwxZWP5t133M3LXvlMFI9DUHLKpe+iNQo0rJI1bc5XL0srNrjLwbctmagTS2L6VkzqteGgmjxbNuGCxDHomO1/vgxlY0lb17Yks+tzYNH+z37xLxmMGr76X15Afw5LvuoIZAV015K2fjlWMs9a5bLrW0VztkzjBEJuyXedAj2cG6MhRyQnqENitbSTZWBI0EVr4aAtIEfIrGWDthApgAqReauUp8BJi6AjgszjOUfwlyC6CiyADgCJCXil8adQ9lHmgBYirSiOCIhbQMI2wixZeRp1XRxzlvzHA/vgjmNW9zO2Dyhkx6M9/nJM7s9hYoX5mMi2vUDXbG9CbBPg++ZmUbRgug+9RyPlWftMU9s5tWbsrLIeUEF73toiyBzgoK6gtRLbZPRjxfq8nbWPAoEwAH/U2ktIzyrXpYpxY8IXi6k26NgEEy63uWWLEDRWozd23QOngZCZC4NrQSjiHuUxudwCt2AiB3X2fVfYvOjbHvrF2NLBx9jsx+u2TWQhY0AQDll1v86ZUCD0TGAgOTRZbKlRmIjEzYLu2fnQion2wubrcgIdoBfjXIFDWAX/PCIjlAII8QzGUfjQhqbEMY+1TuiZKChUF0QY4uz+ac/a+eYNyFFztmgdhrAPWdtECG7O2jpIBm6ZdnkO5Cg+nAXa1tbiwHWDAfiT4DaBJYQdhJYJJxiCHgLZtzVJfuEeRO2+DFuoW7A2LK5nIoEwjWcyROQo6vYtZnQAdKNrhDetgzQoPZAWIr3oQhHALaK6G+NpDM0KuC3QFiqBIFMkO4lrzgJzFlfaMmEGbaQxNwrNFwiyG+8LRUIVRS87UQAzAV0GvxuFN2qiDzmCuAHKvMVyFHYgszzxew5x+iuv4IUv/iN+4Pof4VX/8qcf8rx91atexatf/WquuOIKnvCEJ3DHHXfw0Y9+lLvuuuu/4en9UDqdDi9+8Yv5jd/4DcbjMT/1Uz/Fs5/9bC6//HIArrzySu644w6e+MQnMhwOueWWWyiK4vz377zzTr785S/zlKc8hcXFRT7ykY+wv7/PYx/72G/6/VtuuYXbb7+d6667jvn5ed7ylrdwxx13fMtrelhJbRMSiUQikUgkEonEw0QSIyQSiUQikUgkEomLin/3lt/mKU9+Cm/7nQ/yEzf9IxrGCBV1XlMXSl7PwHTVqtldxxKO+TKEbWi2Y1V1aYnXMACC9Z9XidbyY6uQz1qxl/3IPldNwV9pyfHqnIkLQgXZCugOf/ixdX7tF65ktm+JSprNmMDetkR7GNo4rhNdF3KYfgVEbezW1YQsQ9lERKLzwCLihqjuINKyuVKjsZLayS6qDmUPYURQh3PzaGgT9CxCQwglIocxG/o1G5saZQblbKzK3gDaEALoLrUIsINV++8jDAm6h8gRBA/hLKJjXLOGuBWyehdpzmAJUI2V35sm+pAStAMIhFVoQhQbLEF9H1Cai4A/ZXtTnrYkdbMP+aMtodtsxGR5gDy3vc1rYMvO042BgZ2fyyCfh/psTNLvmTOD60F5HzCFagB6jVWpV5P4PUsko9tRDDIGWbbfwyS2apg34US9FpP9jYku/Cw0Zy25L904p26Mp6FV4Ie2nZ+OrN2EdO3fOo0J93lLLtebUbwxNZGE70OzZRX3dDCr/ijw0EEcJyb7dQuhi7oCqinSlEi5bg4L2TLUWwhjkGmc+5KNEdaBHJomuj4MEMbR4eCg1YKJbnCxbQYjYGj3jls0DcP0XqRpgD3EH4trX+V8CxS3YC4QOrab2XWiC8bEhEEHbhJhB9i3a7oTFlf1abwEVPZAjllshbUYV2u2N2EVaEDWzElER6D7UcywDcxBcxprDzKKghmgPgNSozpFs0O4ZoQ098d2CqC0LJ4h/myjumfrlwaVPLpKPGDxrAMTWIhHmzMmamFszgmybwIPhtTZSXwzoZEx0ODYiGdc2vNCKtQtIdpHm3WQocVKWEHdLDK9x/ayfQia9gUnDvYRehAK1G3bHrENuhhjuwZ2QRdYWlrg//w/ns5/+I+P4uZ/8dv0ej2uu+46AG6++Wb29/e55ZZbWF1d5aqrruLd734311577bfyCAfg0ksv5QUveAHPfe5z2djY4BnPeAa33nrr+fdvu+02Xv7yl/OEJzyBY8eO8drXvpb19fXz78/Pz/Pe976X17/+9YxGIy677DJuvfVWnvzkJ3/D71dVxezsLAAve9nLyPOcX/u1X+MpT3nKt7ymRCKRSCQSiUQikfj7iKjqIz2HRCKRSCQSiUQiBs//1gAAIABJREFUkXgIIqJ/V3+rKMrrfvkVvP6Xfoff/f2b+Mf/5FoCIyDQ3jpDa2udYu9+fHnWCqazJUv86y4wtYRqtgiIiQoIlmD2favWZwQ4a+dAZonvUPL/sffm0dptVXnnb66999udvvuaey/dVYLXIJQiTSVBUDGCTVCSFE2MicZSKsOMaEwlJBjTVWIqWEOrisQUIgoDNUaCQgiJInEQh9Go2KBQBuHi7e/Xnf7t916z/njm+c6NhQ3C5bvKesY44z1nv3uvZq619hjf9zzzmaR1TrrHs1bfD+0RyvTfAhty7/1XeMKLfp2TX/lsVncuAT3oHgSC3E1rymxvTyJDfEPk9/JB8Bm52aZdeTxtr0duqsisX0XW8mNU277BWCd7i9mJCGJbAVZwn2E3XQnWZDXPCXYmBLBV3BeYjeO5VZKvULe/ieUjZaHbJjgcTyqG6zNy2sRYI/tMz5FI3mDZsXyC+TFV7ki5L9I774dgYCNI5kPgVLFIO1q8fADtBPJQAoHuWrhG1FESo6978ikw1Bq4h5tCq1jaynnbVstJggqRrQs9V29ICGDH4SSwruvtodbBBpws72Ktd1+05Wo3rYcDwalEDfVl9dsdRAb+QGU/fB6EuUG9Hg4ZY2X1WxXzzSFs6EKcsKF5+TGYyTkjEe2EOIYtzSGHgKXaBhq1eyZiqLbFLfuRRAg2QOUeWvBrGhOK5cmpsTZ4UG1Um9HvoUQdtqFn82nsMdMeoAI/IlvGq3XdlyfAScRpE7cR7idxnirIq5g3pMndpHaiOKZ1teunmkvaBNZheX+IVFbUX55rTI2pBEpa1XyZRAmGzRA/HCrutqb19Gk4O2ROZk9kbcV05nwKaYinHZyWnBYSVdgK2IUQLIwVbwtHDo6j7RGwivmY1O3jMW63AZ7GwFJ71Lb0HUc4aEwMwzHhNMrHrAEV7odyJLCR1jzvx7kw2vpxYAMsX6fuHia5aS2x2DstKs8w4vQ0sTa6P95JK5CNtLiG5Sne3yA3exL+2Em8KddDEHNMmzJ+1j9ncYt9yYrWgxMefKjHF7zwx3nooWPe9MZ/yEtf9nc/tpfzJwAnJyesra19QtucTqc8+clPpt/vc++99/JZn/VZLBYL3v/+97OyssJP/dRP8cxnPvMT2ufvht9rjhKj+e/offC5d5r/4j9+VIb2u8K+ive6++d+8nsuKCgoKCgoKCgoKLiVKM4IBQUFBQUFBQUFBQWfUjCMf/Dq7+bBB67zV//C63nBC/8Vw9UKSMy3/xjmOyRPVNeuIwv2EVQJfAURtTVUK2Gp3xNBSxOE8UxuB9bTtTQM8jrF743IyDQQyZxWgJrX/9ghm2sVq5ur0KyJJO/CDSANlDmfO+hluQb4UGRtfcyy2qEdPRGv1nA6OKsf7/1wVuihchEVWF/OBEz1tyfMBjhLoMZocG/kGn/TSaHRdwawVBC9j9kQtyFmehaGeIIu9cmpp3HaQDFkDlRU7ZKqnVO314J4XxXhSdxrbbg+rACnmqdH7LDIdB/q/jRUjHyM6tlHzH2g/lI/1sXPy2JYX/35JEQWpnZSE+1UIrOtr+/yJFwaeud9+kzf09NPGoXQoIeI36nEGcliTl3MFZS13hMBb9EfMU76chywSs/7PO4PAQyj6HsQoo2BQpujZEMaSGzAULGz6J8qyju0sQ9HKLN9iKceuVoFNkjdGOtinlbrPmtjjoNHjLvRvrBBxLuHxBAW83dgSGJK7sCrBpWCaGK+KmtiPsEWSzldMNMytenmXtI+70EXZSvqODfE2FIvzsVEcaviWRtF7ObSSOQOBpVKMvjZ/orfc6NY5D7kpB/vQU5Y3Qc3kk/I9SDcC/ox7/kj1s10/az8hg1wKpVNoQtxwFDjsAqocUa4dRI+WNL6eoPEQ7OIdYN7db5frR97pI6z7dTdBCNjfor5WWyHIZCoo7+zcTYR2z40Kh3jaYFNOmkd6ganPX83WV97xMKFwuqYpwOT39Y2wJTbbkv8xvv+PN/4Tf+Vl7/i1fzwD/8H3vJv30NK6be/hv9Qodfr8fSnP513vvOdAHzN13wNL3/5y3n2s5/NS17yEl784hdz9913MxgMbvFICwoKCgoKCgoKCgoKHnv4w/0vwoKCgoKCgoKCgoKCgj8gvvu1P8DGxipf/9J/ibGGIaLektNuXsb769C/LcjsVZGh9TrUl0RsV0O5JtCXhX2eKqO92hT5W23ovvqybO7TUPfaUC4KvcsaSB7w+rde5UWft6P+8pn7wq6s59NekJGbsqmv+tDsQOrhzQjvX8atxhmSGUUf22CGexD0jIBNcm5FcPqGyGHbIvscWAHWcXo4PaCPewO+rvu8F231RK6a4XmBpwtB0G4D4DeFBA3YBtmXiGBdx7yiajPOighf29F33pcwgMjQZzVKGuxpLtUekCI7fi/6uxCEfILqQpDUZ/HtQdqN9ob6OXNJSEFep73z+6wJongvhAhB/JMgXYrYjGKsdbR9JojYVEzSZpQamMa4e/rbetAtoLoUGfk9ZdgDVJcjVoPzH1tTn75AmfFNuDnsBum+q9ilbd2fz9peVZ++ggQ0l6JsRMzdh3LXqC7JDYFVoKGrL7DofQadGV3aRm4Hjdazm2q/pfXoc12CBi7EGvVk7c9AMbKLSLyyEuKDNcw2sTyL7zc0H9/E2lOsXcPaAdY6KY9IuQ4RxwW5f/hQwhIbQXXx/OBWsefSBYkO0kDj9R6wG+Pe1pos+7CyDosg+m3vEST6MEQN0bZ7fB97Li8xGsw3QhixHQ4LNRDn/mz/5jP3jkZ/d4PYi1v69EXsm16clQxexVkaSgxBH4kJtuWk4MM4Gz1gU8IJB3wrzvSG5pDnYLs6e7aLEuJT7O1RiCeGIXrYDRGLSr3omTWwPWwxhrwSIqItrVmeAbGP2ZIwyFu1c3aO6SNBxrbWywe89jtfwDvf/mf5iXf9Vy5d2uJ9v/J9eD74Xd/Hj1U88MADvOpVr2I2m1HXNc961rN43etex3d+53fy/Oc/n9e85jU87WlP461vfeutHurHBrsFPwUFBQUFBQUFBQUFn5IoYoSCgoKCgoKCgoKCgk9JVKnH9/7AP+Un/8Mv82u/9FtAhdFjuVJDNtqVPRGUvcvgNyQuoA8pBTm6DFHChsoz1BeVcY2JQG73z0lUa0QCdoe6JwVp7Jd4509/kIevL/iOb32q+qtvg7Q8t5T34yDKI1s/bcqCPS2wapfEEksXsHyNypeY99U2O6iu+0DJzCwx2yDZKtgyyN4JZpukmy4IfZT1PSPZehC3W2BjDAdf1XTYxlhg3VEQkAtytYf5CKcKccE8+hvi3pGy0VZ9kl8nVxdwi5IB+Rhogzjv5ESRgnxnRWRrtRElB2bgI8hjEaXVJcU3bWj8fgjNRWVxVzvQnUogUI0UEhtqTfwkYrtQdn21HfNOiGi/JtHJWfkF5xFtVxKc+EyW+dVGjKEH9QVkc78Ky/m5WOBsD6RVlZaoLkbbIxG9eZ+bbhqOiH0/UD+Y+ky7GoOthRPDQoQ86Dlb0z5NF9R2GujZfD2EMJHBbpfVX9qkTWvkagW4QLYUooyN2F8XRGCTJERor4q4dw/RwxZ018NJoKf4pwvg+1FSwjCfY7Yr4Q5INJEPwLcxM+l82MAW18O5YkPbsLod2mvhFjCKA3tRQoo8DYeKiWKSVnUWWVXJirQXAhqTEGGyD0OXsMLi7Pq+YmprEau9WP+p+vO5xAVpQ/ucUZzDhYQKluIcTsEmUZLFQmBzDMklavClRCAW994UD2xgaU373sOJgsMQCyTdz0Jtp+3Yc7H/LRxFkLOKp12yT8ms0tFB2iSnTbJ3ZPpk+rjv47artbR1CQo4jv1XwzJD2sZOD0KQkMMZYweYxJmb673BTrxfejHHgxAnRCkLADvm+Z/3BO798P/Mp33aLp/9jK/jH/3Dr8F9/Du/kB+jeOtb38p3fMd38PM///Pcdddd/OAP/iCLxYLv+q7v4tu+7dsAeMYznsHdd999i0daUFBQUFBQUFBQUFDw2EQRIxQUFBQUFBQUFBQUfMriS77o5TzzOZ/F1/7Zf4kzw5lDfRvL7Qss1jahvS5StL4I3T74kchdDkUeJ3Q9rUhosHgY2jG0N6DeFlHXXZdNv59Csyeic3kN2n1yfpCvfvVv8uWfv8ttj89QH0E6QFnciHxOA+BEBDnTc5LahsBVqnyV/uJXqX1A1R1SdQ+gmvL7JNsGm2LWogaPcQ4xMtgYp4dxqrr0LIEJyUYYA5x9zMbADczWorb9ATAm5QdINiRZBYzx1OB+zKLq5NZvY1T24QT3g+h/QrKK3Fykq08kCGgfCiFBD7oTZd63VyTuoBa57Fnr0F2PmByLbK7WoHtQ9+RrKotQ7cDyAV1rH4J6TWRwPgbm0F2FfAT0z9teXgsxAGHvfyrSvXtYa9tdB+vUdvuQnuuuiBCvtmJfzGJ9ToEhTK5B14pM7/a1H/IxdMfK7O+uqM+8r3FVl0RW39xfByKhuxta85tlLWKfuQfhfqR7/Fi/pwsSJPiB5mmdnDk4BY6jz2sij5c3qJY3YH6VnCek+ULx9wOJDziB9iCEH/si7PMNWF6H5RVoH4hrY2gPoTsIMcReiCYWgOEcxTwXSBwzxLpD0vgBrD3R+Js9oIm4HEJ3n4QdTLU+3YFEHDaKM3eCyozE9dxGHIYay/KqzmF1CmuXovTAVcXAH4Z6D1IL3NCYuKH9VDVQjaGqIR2CXwcy5odYGgIjyA9HvK+FyGNFv3MKXJXogUpiCXKs53EIe8aQKtyP8HyESP0pKuewref9RP2mfghMrqrtfDXI/hBG0Gk97ERCJ5uBGdlP8HyMm0k8YI6ny3pncRTjlnOC5RMJHvwGdvWaHBqOr2qtumvACU6D2anOFwOw42jnBIkjdoBrMe79EGJsA2NGwxN+6j8+n3/2T5/HP/4n/45nfM7TOT4+/oO/sG8Bbr/9dgCe97zncXBwwLOf/Wy++Zu/mY985CM84QlPAOC9730vd955560cZkFBQUFBQUFBQUFBwWMW9a0eQEFBQUFBQUFBQUFBwa1CzSY/+mM/zB2X7uKXfuHDfM4zPx3SCnP6tNtPojp5iN5yQcqnQThP0T+j5iKP8wToRBDbANopIhcHkZXfQRf3OJAzdGOR3rnjRd/4IWbzjh947WdAWogczyOUMT0VmeyRwewzsKkIbu+AA2CO+RTLicau4D5nWZns1K2ncRJZ9LTAGu5tiAUSKZ3iPsJZYkyBKu7tgCXuU8TSzzDmyA1iCW6Y3wA/IVtFTkty6uHequ48HSIyV3AWJD/BaMnVACPhNHh/gHU1ZknculdYnpLcMBYi0z0DR5ArLZgfKnuf07CIXygm9ESKJ4/YRvZ4nijz22bKvHeQ+8CJxpiPoK4AFwluWZn5qQ/dTGtlTaxzUnZ4dyohSD5ShrmfxVdxUiZ5q2fOSGOfaM0sxb6Zg481Nh8rWz0fR3mKKuzxl2q3mysOVYzpbA264xBQTONaErGcZ0GEJ7kQVKMQOszDfSAcKHxGMz2gyVfkAmAtVDM5CuRTPW9oP+cMdhrjnihePoh2p3E2TI4JHnHwFjjC2nW8G9+cr+FYm6CdxLr0FJt8rPl6XEuzaHupGKShiPCbZ24ffCtidqRY5iPdt5woFtYDC8cDW+h3a0IoMQuyvo3PudYOR8T9Ztx3gtHD/FTbxxeaC8M460ljZKLzY5NYuzmxmWLfHQMZ92MJFjwDJ9o3FufMF2rH+rGX6kdcM93vrcbMHFiLeI/jzJ2GmwXAqUo2pDlGHedifN62NYp5NYNBH3KHndyAHcfbG5iv4mQqO6WrE1YZbuGc4rPoI6m9HGOkifdWP/6egXX8tb96Fy/605f4ohe9nYsX93jLW97Kl37pl37Ud/JjDS9+8Yv5wAc+wJOe9CTuvPNOXvayl/GTP/mTvPKVrwTgbW97G+973/t4yUtecotH+jGilE0oKCgoKCgoKCgoKPgkoYgRCgoKCgoKCgoKCgo+pbF7YY3HPf52vv+1v8gz3vhZOBUprZP7jvdvJ3NI8kFYtPdFHBvnpQGYKYs7z1XSoTvS92clCOz2EBREmYdqi5w7vvSvfZB3/9wBP/f2L2N1o4JqKQLdTDbtuRPxmi6ILE27wFiEeRqB70gcYatgFeZbOGPMF5hv4tYDVoAOo8IZIrFBLz5nuG+FsGGdm/88tBG44T4H+pglVJ9+hjK41zAmyoi2jpwWdCky2yHaXmK2heeMUZNwEc+s4S5xQK5GujVdVGa7DanaUzwPMW+xbkjqrig7PA0huyztOVBs0y4iZHsig6tdkaDdGKqB3AN6uyJ9fSZCnTURwxYZ7mkV6lXosspn+Kmu2YbI6TpKA1Rbcr/wCdiFEAdcgHQ97OzDgYGk51ezSP9qT+4C6ZLWjqHKQvgS7JL6qLY17rQTRPkqN0sjdLN4ZgNwOT10ncQS1a4cAqrL2l9VP/ZYjv6mUQ6iUVteaT9Y0t7tFsqEr9Zj6XeUMe+txtRNYl4T7Y1qU+4LdllzSevaN5bjPKxKNFJtifhOS2AbW3Ykaph2ErT01iUgqC+Ge0MKF4DbRLzXG9pD1aY+z0oGpDpKVYSIpNpRnOqhykTYVPHOCzkf5HBPsBUJJ1jEmY0yCF5J7GP9EC2scrPUx5m7gQ3AGyyPsbSCsY4zlbMEDralLZ9nsW9McSQECRZlJow4dwfAFniUXLEmztVarM08zlFGYogqiP8hEi3shTNBCHBsyM3yI+xLDMIgYtaEyGE1xnD2fBvvl0ruG97XWvZbbHUXW96P5xGkVYUnr5EW11iOtsm2jvtJ9D3DbISzpnejN4qxbcb81kMwJIHKp9/5eD78G3+er/2G9/LlX/7l/IVXfCHf933/D3Xz2HYUqKqKu+66C4Af/dEf5bnPfS5PecpTePWrX8173/te3ve+9/G2t72NwWBwi0daUFBQUFBQUFBQUFDw2EQp01BQUFBQUFBQUFBQ8CmNHrfzxS96Hu951wcwalr2gRZPDctBg7UdLO5VLfXOlJHeuezgvRUJ2V6HbhnZ3S5iena/OMV8rKz1VMH8Xg6P5zz5y36Z9/ziAT/7b57P5941ETlOEhmekwQNeSEiNd+A+RQWZ1nRqyoX4NfUNyFI6O7BfI7lRNVdI3mHcwW8Fo/vc9wXGAu5I/gA95NwRYjse3rkfAQcYDaUQ4EPyflh9eN93Ke4rWDdVWVa039E20vcl+B9cj4Nl4Ql2TucgeblV2K+c82vuwqcgDV0VZ9ctQpz1ZLTigjqbhauBBMRne1J2NYPI9t7KMeC5X0i7H0qkcHi4bCyHyCieaJ28oHEBTaXm4WdZeQnEajdPSFoiCz1bgaL31Kc81Tjbm9EmYk1xa6bwGIGi+uQB7CcwfIgCOpTRCYPtZesp7WmJ5FFe48y+2/uAYPlgyKJE3GtleV/tQq02ofkcHlI4ENY3iuC21Umg26hudCPuZ3oc3m/xm0G6RTaDOlEAhhbVZkD78KZIAQWy/skCOBEbeekcVMDFSyPIdewvBvyEJZZ19optjjFcohtFldjLqc6gNUqzO8PEcAwBDgrsLgn9ns/hAWN1tJnWs9uDO1M5Rg89tLyOrQLaE9VJmPZwPi+KMMRDhG2EjFpFZc81p7KV8N1oafPPA83CbVt3VUsXwMb4jbHbRXP+2Q/wKtVsi/IrNN1D5JZ4DbQGfZZuBJMdOZy/E18eq24+wPASNdvnpXY48z0Xb6qODFSbHyuz3yqOfg8nCKW8V0Cr3B/SPNiqmfbYzi7ZmhfNMDyYWjWMV9i7QRrZzA/gGUPmx2oPEeUrcAznqsYd1/CB+vrfNzsD+3FnMGvkNIK3/89f4J/+8Mv5S3/9j084Ymfw4d+8+c+cS/zRxkf/OAHedrTnsbf/tt/m+FwyFd/9Vdz991388xnPvNWD+1TEmb2XDP7V2b2ejP7L7d6PAUFBQUFBQUFBQUFHx1FjFBQUFBQUFBQUFBQ8CmPb/mmb+PKQwccHR9RsQ4YRkftia5poLkcWdyujG3rRKJaI6K02oYqstkx3du/FPdt6Lm8oG0u8OQv+Snmy8xvvecLeObnrELvdpHN5uG60EYmeBDWi1VoHdohtBZZ8LvAWogBVkT4VRchJyo/pnEwFiRfBVtg5pj1MWtwepjVYFOMVaDC6SsLmzmgbGf3IEVthtk2jizvzVYwJritQxrhzB/Rdo3RxDMrQMIZiJhlqXmxLZKfIPvTVvy+AOuT611ys06udsmpxVMfaMI1IEoDpJFilSdQrWnc1o8YjLU2PoVmR9n9eSqyP61C1chBIJ+GI0G0z0BrwETOAt0s3AAWera+LYQPK9HvutwR/Fixy8pS97yOTw8lOKhXtQfSBiTTeja3AYvYF0v1mS6HHT8aW+qU3d8daT+ljdhfO1GCogf1SGUpqs3IvB9DfTnI83WgU5/pUszfw/GhlStBdyQnhGoLeuEgYLWI6XpH/1uQVmLcJxq3LyOrPssR4SxOZMW5nYFfguWhxAh5IGEFA26Wx6h3NF6Ls9KdQO8SN0uRpFi76lLEow1Hg4Uy/60fIpFRZP/3gb7aYVNOAb4CS4fxEfT2YNYLkj7cLdJF3cc8HC3OYjYIscMwXAv6QbCPMdYxW4N8KiECc3LaxG2T7Es8raisSbqIew9nob1rfaCOvT/F0uC/b/tsD3BBe48Q6qQR+KZiwTCEFBvAhs67NTHOpHViqr2c+khk0NMa2RI5OSwkBmEG1RA5m8zxM6cMM+hdQKUezs5DAlZheUJaQmJENd8n+ZDkc4wZsBPiimF81jrjeRaVAFYxm2O2jeUjIPOiL76Nj/y3r+HC3hqfcdef5Lu+89vxfPDxvMIfdZycnPCqV72K1772tXzVV30V3/qt38orXvGK4ojwCYaZvcHMrprZr/+26y80s/9mZh8ys1cBuPtPu/srgXcAb7wV4y0oKCgoKCgoKCgo+L1RyjQUFBQUFBQUFBQUFHzK4ylPeQorKwN+8A3v4ZXf9CIgk5mzGNY0E2h9Tj0/BWaQxtBcgPYIuuvgpuz+tAndtSDaa31HH9oHlQlew+v/9W9wOm6576c+m8HoAHw3RA5TkaWMZUWfp+A3AFc2dLsG3RWo28iA3kcW+dPobxM4xdIMy8d4PiBZj65uUP16ZWGbhZCCo3BC2MdsI6zXI5ueCqOSWwDTIIDHmLXRzilODdbi+Xq4JRySbOuczPcZzg2VavAx2DHurchJS6jufBD7jIE2COZO47IhXh2Ss2PdPoktLKPMbF+gchFBfraHIk+rWq4GPpNAIK0otuRwITh7bg24qv66mQQF1HIdsEW4TSSR4O1V6CqR52mh+edDRLxO9IxP5VKwnODdOowfABtrbZqw6O8ejrgP5SjgLXQ3FAs3EcZMQ9hwqnID3b768GWMaztcJKZyBaBR2/khZeCngaz3ydE24ZJQa/4+AU5U9iMfai42D7HFtmLl+5p7vhHE/XXda7HnrFZ5C2+hQzH103A5OIK0B8v9cBuYKr62rbPiNzS+fE1CjDbWwHqaqw0jw38hcQ8ncrvwU42h2oVqLteGvNC+ri8GWb8PGPgV8HWYPywhAj3FYFjFeOY6p5xofbpxnIUVOUHka9qbeQl2UWPxa3EOr+DWx9Myxj3UWhixdlPtLRtDmse4oiSC9RRT5jjXtQa+jDjHmfAce/s4xADVuUDo5lmZAzfUH9M4KwPtQ2aKie0oFnk/xAiOEefKryomqYr9M8X9GPOZ9le+pnbzWE4vPtKe8wlpMcemQ7zOMP8wnhpy1YLNcGuxfKh3hy0kXGIaIquDeA/cj6cWZw50bG6t8bP/+Yv59v/9V/mWv/lqfuRH3sSP/8c3srr+rI/9Bf5JwOte9zqe+9zn8pznPOdWD+WPOr4feC3wprMLZlYB/wL4IuB+4BfM7O3u/oG45RXA132Sx1lQUFBQUFBQUFBQ8PtEESMUFBQUFBQUFBQUFBQAl+/Y5ld+/h4g46qvwGzrTiob0j+6B2YtLJdQRTYzLpFBIsjqFuoGuoyy0l0kYweq17Dkze94mJd+yR5Kpm1CyLCE5QRooemLFBWDzc3a702jsgHVKbCM60tlqFPpXjqRxLgIylRrHt7dJCVVNqGKOXaYZcwS7jmikOPH4zNIeTLuHWYdWCIHUZq8AuswHEftOODkcGNIKtsA52M8g/Wjn/b8x02fqQZ3cjOE1Ce3a6TsmNekPI95typxkEzzzkvF21rZ0+PxO+f9Wgd1rfC2naZIHYR8ZPtbFz8GuScCu15GJvpZvD3EBZ3Ww1xttaY9Us8lGumWkLJIZV/EPLPm6Y0IaV9q7+S5xluFgaHlWM8uxhhr60tYtGATiQNqCxFHG2MyjcfRtbOYusttgwpYQDtHGfhDxc6XKuuQElRZnzQhMGljTB5/e+zT6Nez5stZn4v4PkepgiqePVuHSmM3ou1Oc7f4jjPnhQyLpcbcdWp3GWNPNdhM5yNHX8tae+JkCrMF9NHcZiHoWOkrDjfHvVS8vNP1HPvQelBZ7I+IuWUJUjzjVse6tGebWWeOmE9ucXOgwr3TXjcDDDfjzFHF4DyORBxTunkOHY3VrML9LH46m+aGkzDquHb23qhDLEEIjjqde6tDVHL2nqjwZFBVKtMhZUvEJMUaNYpD5eCOLWfYbArLUxhkqn4rAYbPQlSVtCb0QwAzVlzqisyEribiVN3c23/nbz2RL/+yXV745e/h8m3P5W1v+26+4Au/lscS3J3Xv/71vO51r7vVQ/nEwW5Jr7tm9ouP+Pt17v7fBdXd/7OZPfG3Pfcs4EPufjeAmf1r4MXAB8zs8cCRux8/esMuKCgoKCgoKCgoKPh4UMQIBQUFBQUFBQUFBQUFwOMef5l7PnxAYhtniui5hKUh840/QT1rSSmyrasBkKF6nEjWehvooFoe0/JoAAAgAElEQVRRZr1V0FxSxnzvIuQJr3njDQ6OW77j7z4HeibSr7okgjWtAAvoerJnzxmqOyR6sDUNMAPtCOpKWdvLY7AtkX/NZmRyH4JvAjMsXSbRkm0TZ4JUEwORrnaBZC2wgeclxibuDcl6WNoi54lcBpiS0gjYQVnZPQkXbAXPcyw9EbOZ3BVogEyyVcxqzDbIj2ybKFeQ5dDgfqASDTlHSYoo5WCrItDT48CPyHUfmj65W5AG6zB5gJSjnEW1I8GA1SprQD/cA05iLUZqL/flolCtixivPx2ILHFrkNNBT+R3WpNQIPWgn6Dpha39hjLv256y4tsh9D5NjhVB9FvX4IM1Zf33V8I2vxa57eHm0PUlWllWUTJioLbzDTkApKGy4KtL0bbijVUqydCuaDMsaj3fJhityxmBXbkrnIklbFtlGPJ+EMauPeMr2sPdQnH3RqKB9hI0BrarcScLR4gmSmAchchmHtb+O5APJIzAI+N/ATnKARAlFCwcPcg6K16pNERe076sL0N3GBqcGdRbclnwE+BGCAhW9Dm4U2R4vaXx4ZCeEGKPbegmMLgAzRD6q7ByO6SJ/vcjT8JNIRwE0o2I76bmVj9JfdoaUClG3tdc0h6wxIg9lPpge0H8O+RDLO3iuZNLB/txVlalFaieGPMZxTpsctPdgigHUg21n1OjNfAK/DruZ2UbqpjrDZwKbCBBgt0BHMf5Thr/mXjGNqDr8LSmvVGtgtchImiABk8NZgNoPk3nx0zvpK6CdKecNujL1SOHs0I2yFvQ20aOGuHkkDY1N7+ivV6NwIZYdQlPIU4gSqN4A4x46lMv81sffDp/4S+9gxd80V/hG77h3Xz3d//AJ+jN/vHjZ37mZwD4U3/qT93ikfyhx3V3/9w/wHO3A/c94u/7gWfH738F+L6Pd2AFBQUFBQUFBQUFBY8e0q0eQEFBQUFBQUFBQUFBwWMBT/mMJ/HQA4cYypY2KiAxW/t0qvY6i9FtQCOyeHkUhF7UVTeD5XWgp3uolGXtzj0PzHnqV7yXV/0f7+db/spd7O5uIAv3GpYPBdFaKaueAcyidnpXQ2ci6+dBeM8XMMkwn0PbwsJlfd81srTvGmUje4V3D+LUWMzF6OM+wwGjj/45eJbhnTFT1rznyN6P7917eJ4qM9trzJpwO+jIN9sBlVuYAR6xq2QPf9a2RQa7JzwfRjL3kebuLkEBvfOMeq+BpITyPMHTEsfwaih3ihzZ5GkYYgZU3sIa/XgV/bXcFB1kIru8EdleDxEbPJV4wXqKiQHtw3omzWJNp9wkUakjwzycEjxHYvl1JaA3PagH4YhwCjbS/LxWuJYPad/kacx5pqz1FHvH0f6xOsbaiBB2i3j3NL/5ATCEZYKlicjPFuUaguzN0/icQ65h8YCWK9chxBiojAJ9kc9dOCssH+TcVaKOMiKReW8VN0tiWC2hBw20D6ntVCmWNgQ7CbHIMIQZJpEF4ehQxdgMzT01GotLQOOph9sQiHuqgcQcKfaPofW3pOt5Cb1GLiP9IVSd2kunIXa4dh5jao2RheZsfX0HEifkScy/irMSziKpp7X0hT67YzDDuwONI86KnAhate1NxK8X52UR39cxlqzPFKU1chfxbSLeZ/dYuBaEY4MfRXtn4gRQiZVB7IF4P+Ubei4fR3xnMZYzt4wu+o/5e3deRsKT4pSJMY1U9SRVsDzF6ZFTQ7aGbEZmRrYBfnM/n7l8pEf0eaL5Ww1eUTeJH37zc3nTG17KG97wb7jzzsdx7z0/rffOLcab3/xm/vJf/suY3Ro7gYKP6uPgAO7+9939v3ySx1NQUFBQUFBQUFBQ8DGgOCMUFBQUFBQUFBQUFBQAT3v603nj974dp8KZ4CyC2KuZDtcZje+B5RVlDFe7Ij3n90IvSNlmS2RsHgMDyFNe+0NX+ev/5Fd58hMH3P2fnsf27uWowT4WiVhdgO5Ef+cxLI6hd0E2/Nwv8rY9Ujb7Yh/yiYjQxVgZ790+LDsYOPhQTgp+DE2GegOYkn0S1ukNsI6RcH9Y5KlPSXaB7AcYE9yrKLEA+AxLiyi9MMSsBcYhnljH0wbefghPkFlgto2RyX6EM8bzmGS3qW0/IXtHokew8WBjlO0+Vga3nwZhuRGOCQ+ALfDOIO2CG9lukPwIb69h9ROUTe/7gEEK0tjHka3ehivCvmLiyyipsQfd3cAc2n2on6A55asil20aBHXStdQD9qNkw0TEc7UAuwDtvRKW+BxYVZb48qra6I6geSL4KuRrITwYAUMR9d3DWt8uHCuYg52KmE+DGM9Y130F0g7kh6Gbav27y7o+e0hCgWYdmEDVU1yaKLOAKR75FNpjZfjP9zVGZnI4qNahHcPsPsgDqFvtn3woUp4FEHHxY+haEdv01Gc+VdZ/fSmEDRO5JaQ1SNta1+4hrU83l5NHd12xy/PYn6vaA91Csbc+2WexTwxsC0sjWN4dQpBjOSrkMbTXRbgzgcFliXeaMTcJ9trUR57KLSKfRlxPIj5rcp9o79YzHEG6pHXtroXAYALVE3GOz0UvflYSZB57bj2ERgvgNBwQNjS3fD8SM5xCukPP5n3tfZbIeWB+Lt6gk+CEcXyf5ebgD+l9453eC6zi+Yr2ez6GdIdKqvj187a9wdwgXw8HjRshjjgFO5V4yC5ojDbTOH1Le2P+oPbc8gbUT1S5jO6KnDQmHb66hdPhUTLDfKoSMIxxm2DeQnWB3D0s8YKPdQZZUZw5ibkvwAb8ua/s8bzP+4u84EXv5NM+/fP5F6/9X/n6b/j2j+vd/vHiXe96Fz/2Yz92S8fwCYXx0en9Rx8bZvY64N+5+7/7GJ67H3jcI/6+A3jwEzqygoKCgoKCgoKCgoJHDUWMUFBQUFBQUFBQUFBQAHzec76S2fTvAW0IEZQJ7iRyr8dk70mkxcP0jx4OctJEArezIJWPRFbnKZPZlL/67b/Jm95+hX/6zbfxqq/fg6rjZLEU4dqeyu7+jIhrzwjOmUjeOqzh58uwvE/nJHs3haaGNJWQYTaDxTzECROwE9qNbTw5blntMAdakjVRw34ZxP8I7DDI9BlY1KB3wzkVOU8bNesXmE3BOiVlk+iqBphhtgBk1W/m4BPMRsAN9W3zaCtHlvc4MrMtMqO7eD4/4u+F5psaRMia2vJTxDCfSoiQj1FWeK1YdkciqPMM6qR7/TQI7Apaj77HajtfjWfPSGRifafn4/akLH4/Ur/d/Jx09qPzjPLUQNNpHasaqrFEEPlEn117Pg/CxcCS9kI+EYFvkRmPA8fKKk9EtnyQ1U0X83ftHYt7Lckhoz2KdhsJH/xEYoPOdB8Wc+miJEiG1MIoQxX7pTuWW0c7VqZ9qjTm7gSR1SZxQncSDgIm4YI16s8X6s/PCOgg0FPSmuWJYu7zcFIYa2ypBcDTJlRLxbqda108BxE/l9DET7QOaS4niVRB2odmAu0UaocmyjssT7RedQ1Viv7P9tKZu8DsPPOfYySamWvtWMc4xW2sfcqZi4bFfl5oDlbHGCfRZk/t3BR09IHrsdfPRAWx3naic+C1rlkd+32hM8swzur4XHxhrcbnk1jr67GHY9yWMOtH+4s4W2eOKGPMT3GrMfbjvXCivWNjuTO0U1gexv47jHmdSOjQG+BphKcu1i3jZ311U+0dX0CuMdqIxxA4VIzzNM6CxqkYLdjbmfCrv/AC/s7f+w1e+b/8M97ylh/nHf/+5+j1zlwlPnm4++67GY/HPPWpT/2k9/1HEEfu/vV/gOd+AXiymT0JeAB4GfCKT+jICgoKCgoKCgoKCgoeNRQxQkFBQUFBQUFBQUFBAXDXXXfhDg/ee8qlx/cQMVZj1Fgzom1qFmuPJ3UNddth3lOGtbVQr/P8v/jz/MKvHfLpj+/z/g9PWV9teNM//x/4qhdvBjk9gnoNqrXI0g87+rQG1TQI7aFq0fswCNEZpHVky58BV8L+yh5u67Ker1vMG7xR/XrLjjc7dLairHw7sznvg/VwzypFYXPMR+BnBF8HgDEik4AZ7gmzHsZINepZIAFBgzHEWY0M2wFm/bBUzze/v2lJ70uMjLKhqyB8zzL3VxBZe1YG4Oy5KMPAQD8GEk/0JZhgJea0qj5ZVfzyODJ/a7A1EdFMdC2tiAzO62rbBhHnSuvIWAR7Wo94rwaBvhLtTyNWBmlVa+cTEcNpTc9WEafUjzFO1V4ey2UhbYRYYE1jSCu65p0IXhsGYd0E0e5x71nZh7lEFtUGdEv9q76JMglpXWKEtCanCFuJ/bRU21VPMar6KumAax42EEHPTPelde3Hm6UWarWZp4q3BWFv6yHy6HQvfbWXpxora+HyYOqLRcSpibUhiO+1mPMBJCenVbrBJVJ7g9RNMY+yD4yifc7HnSoJa2weZ6UPKStuVU9jsBwke6P97rEvbM7N8iDW03wg9tQABXcRcVmFtIoxx0khUFmJPTuJe2M/n7klWJRyoZaY5ewM+CD2d7iZnL0HusUj3khxVoiSLl7HuELY4GclJhrNj+78rIDusSr+HsWahTDD4uz49BHnayDhiE2jzXg31BsSXNkA0kgChbQukQJD8PUQkhDzG+r9xQmJfpyvPtgQYx7ne6hrpDjjKcQli7h/AfT59v/teXzln7mTP/OSt3HhwjY/8RP/iWc961l8MvHud7+bF7zgBaVEwycJZvZDwPOBXTO7H/j77v69ZvaNwI+jQ/EGd3//LRxmQUFBQUFBQUFBQcHHgCJGKCgoKCgoKCgoKCgoAFJK9PsN//Vn389XPP4ZOCMcx+jTMqNilenu0zBbo51nBqcPYNUAmlXe/u6Hec8v7PMPvvGP8bO/fI2/8bWfwV/6ij2otxDB3RfhnCcSJFiG5TTs8Y/AdqE6FCHarUJjIgJ7m7BcBIksy/k82qGtGqh75MFTwE+o8oDOMlXuk6sdctWBrZOZYr6OMwYqPIQH7nNEQjqclU7wDqcH5pgtwXfCHWFF7dADX8VZAttAJ4GCr+t3T5gb7i34OhnDTNnj5lPMz8jnOaRN8ANkMz9HYoCNcE84I3hnwKbIT9M/Xc0zsI77DMtRKsGvIGKzhvZEJR04jFIPQQinbURwrqovZnHfUv15EOWWNLbuWJ95FoT7ICzwo21bg2WQwuliZMbXcsjwqcp4sIjM9vUg+BOwLieBalNiAFsJQcMJ9Lagq0SYs6IsebskpwcLEQULqC9Amoi07UyEc5pDt64yH9VGCC9q3dMeaf51EmmfVuVg0FyOea4Eqe2IJF4J8cKa9oWNtDbtWPsVh2oIrEF7GGvpIQhYizIWu1He4Uyg0JMNf7UpkYc1QZSPQogx1d6v9iCf0jW3U50+SDe4SMqniOTelYtDriFvnosI6oFimTY1hqqvWFcW2fdzzaPaicz+zXCTGEDewKuOnHbp7ARLQcpjKk1CDiHNBuZduIPsBmE/4kzAg22F08S2zrj1gA2NhxXFzCfaz7jW0tH+sxAL5FPNkYOb31ta4Gzq2bQZe/isXMMjRApu0XYXogJwFhh9sBU8H+uZfFXr71W0uY1bRbIzYdQCuCAxiffk7rFwrWd7Jm6IfuoeXm3jdqq2OYy5VNAd4b4ZAqs+ngZgMzztxj4baR2N8z2Xp3E+F3FtHXzMs575BO798Nfxlf/TT/Kc5zyHb/nmP8c/f83/jaWLv6/3+seLd73rXXzJl3zJJ6WvTwH8nmUa3P3lv8P1dwLvfDQHV1BQUFBQUFBQUFDw6CDd6gEUFBQUFBQUFBQUFDx2YWaVmf2ymb3jo3z3fDM7MrNfiZ9ve8R3LzOzXzKzb3rEta81s18zs/eZ2a+b2Ys/WfP4/WJjc5Vf/6UH5Yag/GcSDRWRMV2vstj645gfsFh7HNTbvPvnrvEV3/gr/Nkv2uPv/7Vn8x+/90/yl77ydug/LrLjs55NDdR7N8lCqk0R3M1tkMLyvtoCvyHyO23r2cHtIqvTEHojct2D3m3kagMqh3pE7q9j9R7t4BJd0+D1Lm4LjB2gCneDFcxOgB7JNjAzkl3AvZL4wBrMErCG+xBnASTMKpJt45GpbTbCTOKGZDuYJcw2OHM3SKxg5lRpF/dEsqkypEHEOztyRmAYJPQ2cEZ8D1AmeAO2J8eBSm2bn2K2QfKMNZfObeMtBAZpXUS9VUAdQoI1sE21jUpKQA+q2xCpvoOytg/1vA0lSKgvo5IBG0CnjPD6MufW+Qtl/Fe3KeM9DeV80R1BdVnkfLUtQteui6xOA61zfZuI+hTEdDPQM9bo+4QI9nQb584J6+D7kC5pT9Rbul4fQG8HqhUJHvq3qx+zEED0YtxJBH29K9eA5g4w15jTJuQbIUrYiOcuQ3egeZsEKjS3BcmOxpAaaG6PEgsh4vAjzY/Ivk+b0N5QXNOGhAj1beGksBrtdVDdHgS8CO+6nZNHn0a1lOuHnr0RZ+hCrGcIWnygWFuG3uO0nixDrJAkIEnbEkOktRCLXAQb4akh19t4GkMa4PXteOrj9UVIC9wQ4Z6MfDZGTrmZ1W+bwJbcKtJQe9f2kFChUvwYa22rC2CGpR3cG52htBLCjL5EK2kcZyDFnLcwqri21N61PSBjKcq3cKo5mmHVNngf7DicO5po/4LOXHXmxrEGaU9jJEXplh7YZa1RGoE3Em30L0s00NuNed/Qe6pZgWogwcxNcUmL5Qrskv6zyYm1HgIXtG9sFXwF7ECfPtT+sovASThnVNqvdgHo0Ws6/sOPfTHf/dqv4rv+r7fymZ/5uVy7duVjerd/rDg8POQLv/AL+ZEf+RFe+MIXPqp93RLYLfiJMg2/kxChoKCgoKCgoKCgoOCPJoozQkFBQUFBQUFBQUHB74a/Dvy/cMbG///w0+7+ZR/l+suAZwI/YGarKJ321cDnuPtRXNt7NAb88WBtfYXv+1f/np/49z9D23V4dnKGroOcO3LO5Ozsbfb5/Geu8yee0vH977jBHZd6vOVfPh9mH4KqE5GWRyKd/QRsIUt931J2sk8iq/wytAcifvMMumvQfzy090O9ENHtnQjnvA92iqeKnKL+vI+BGc4MqtsxDslmOKcY4WxgY+Q+ALAD3MCZAy2OqeS9dxhHOE2ICxa4TzGbyoUgXcB8IpLTW7AtnCOUGT4Fn1DZOpCxfEXZ7NZRkbDcYfmaCEaXXb8lcD+WWMAPgsjcj4z8yLKmA06jvME25AFV+xGsOwzHg0ZkZ74faHS7rUD3oOJrQX7nIXBNMah2RWrjYEfQjZGF/Sp094jE74bndv/5qkQPXItxXdGYfATdDbk25AONNW1Csw3tA1CNVS7BhhpH9xFl9Xc97QUbQr4iIr+7KnI8P6y2GYSV/ob68A78UMKH/FvALFwHjhWX7re0T6hFIndXIJ1oudsM1SXNg0XEZaTY5etaSz+QQGB5t+4Rgwz1DsyOJPggSgLkG+DH2su20Jjaa5HVfqq+2uvQ7SPy/Br07oDFvXJvqCzI8oXEAX6qthnpDPgJdFOMGXXOMf8j6FqJM5ZX1FeeQncIoydCdx+kGZAh95Dt/0IiiDQQIZ9PwZYhAtmFfIAzw9ME8wNIf1x7zuaxnxfh0jADv45bB7YPGdxc47Y+eAJfYCnjPpY4wWM/cAi5VX9+qPNmczxEIk4Pyw8FSbuMd0anc2DhVkINXMct01UXqdtDLDvV4n5y1cObi0HuPwzM8TwLwUQf8oMhSplrzalDvNGAX0VijoeBcTh/dPrkIBwotrQH5/dqbdsoYVKtwvIeaawW81iDa3LrcPDlmMQGtrhf7ydbgbbFm3W8WsQeOwbbBb8/3nFV7Pk18OuKny8lRsjXwU4hd3zNK0b86S/4Oj7/i3+IO+64gze96c289KUv/QO86X9vvOY1r2G5XPKa17yGS5cuPSp9FBQUFBQUFBQUFBQUfCqgiBEKCgoKCgoKCgoKCj4qzOwO4EuBfwL8jY/18fj0+P0CcILYVtz99Oz3xxKe/Bm3c/eH7ufJn/mZVHWmaSrqqk9Vp/g7UePc/ev38MPvuI/X/eCCZet86yufEOKCYRB+JtI2DUTMpgiHn4rI7cay2D/LsvYFMA/ngBNlHedTyEtlvXcz8Dm5X+O2BIJE9wMsGe6OpzmZhNsCoo692YDsbTgf9DEmOP0gU5fgcyxt4n4NLGF0iCw0jQcDc9znOC3mLVBhzDDbJPs+ZlFP3uekPMe8xfKJHmVHGf1YiBiWgIm4dYKsrMPOXm3DRMR/dwNshsj5hUj55RLrJrovbYBdCSJzGTGU2EH9TZBF/kxtW6X+qtuhvQo2FXGbtoEj9M/jiT69VQY9GWW793V/BZDCdaEPfkVZ8VhcmwOdyPLU49y+v9Zam2ksvgDLiLAfBCkfIgBfqO18pO89hzjiSHNlpvbSFhIk9MI5A5G2zSCeRXPOJxHfGGfajmuLuB6ODjaMUgFZsWbGOSmc455GezJ32tP5WN8zha5WfN0kFvGlxt0ecu4okFXGoNrQufBlXIuz0t4IUtolQvElJLl20B1pzt2hxlZt6Pd6GPNZqo+0FcIGO1+/yqGbRPxPwTbwvJTOpF6B5VhnNx/rfuqY/zzeZLE/q22SP4R7jdMF0e+4j7Xz/BSVZ1jG2qocgtsezg2wTqVfbB3nAEt9kk9inUcSDnl1c73URyKnAV1VY75C8us0832oR3i9gVutPcJM+ydtKh5UOHPMO6Ajm5Ot1tn1gfa6ZzCTmCntYPlIa9cBC51hli1Uc0jhJOKn0OvD7ASbjTGu4/0MKWPdAlrT+V+2sbanWLOJLQ8kfEpJ59Ll0oIfxzq1Nz+NJY7Fe6qK+Ulwc/sl+OCvfDHf+Dd/jZe//GX80A/+n7zlR76HuvfHf5c3+8eG++67jze+8Y18z/d8Dy960Ys+Ye0+FmBmdzzjzls9ioKCgoKCgoKCgoKCTyUUMUJBQUFBQUFBQUFBwe+E7wL+FvLQ/53wP5rZrwIPAn/T3d8f198K/CLwZnc/iXuuAB8xs3cDb30sWjV/9jM+k5//Lx/gDf/mr9MxBToqVslRsiAzZfXoQwzHT6ea7sPiAVmVe4LeJVg8DGxAHSFLI2BH2b9pW3xafxtag9TKur07hvqSMuyrRnb4dOfZ1ynJhj4nusrI1Y6IVhtC2guHgS0l+9sq7jnEBzvkPMHYFFlqCdWkn+EMwFcxMzxXJNvFOcK9j1kPdyfZDu4nwJocFBiJIGQGvgP0MHq49+CMYE0OHADbnJdGuIiyvRtEvGewXcyOcdZiLhYagiWyva9FTnujONq2yNB8FXw3LNxXIN0B+b4oZbASbe9pDLYF1JGNH+KKKq6lASrP0Eb2/DbwIHgvyg20yvJ315jTMAjRPWWVpw2VOKCOsgwTlU6wDVSC4qIy/6t1xcIfADZFoOclNJegy4pJtSry3/YiXuFwkDs5Z9gpVP2w+b8KXJIAotpAZO5DyOJ/DZVPGEFaaE9W2xJJVBeDaDf1151o3N2JnAOqyxIJ+IybpSpsS+0Qog53YAQ5HCdsK8Qye9A2scd3JQSoLod4YEjuP4l5v0+z+Ah118ba9aC+KMGBrcRcV8Eugh2Hg0Und4aJS4wzvB1SLaGFbaid/uM0L1tXLCDKZ1yQCCStRkx7micn+i4vsWY7hDsO6YL2hw/DOQIJYtIi3ArWRdp7E+UzjrSeZ+VH2EUih62ITQOe8NSCXcZxYAX3IWC49TC7jHOV7KskGyiW7CEXjxFuq7T1EHybrmoxNmjrIYlMt/kc6u7o/2PvzYNt267yvt+Yc63dnr33aW5/39NTYwoCITEgsC0Tl5FLsQhC2EZYUBhcqQpNMGWgjIumMEVwhSaxDZYdBwTEOHEKiEwcR5YTyyJQoUkMWCXZjpHiABLv6b3bnH73a605R/4YY5/7TGdJSO/KevOrOrXP3XvtueYcc8x1697vG9/wti4Dm/vVf+/Uljd63z4LE8gdygEpzIEhyICQW4QeIZ9A7GEtZfq2B6ztOZWGlmubaM+kwYGdle5pGA4gzuzopqG5XbQDpPXWG+G6CQ1iDTJCK0FkiKgStEHCAaoXoJBljIr4+Umodoj2kGwtWyQnNOxZmwldA9f5m3/tM/nCP/EyvvBLforbdz6Ln3rHT/Af/P7fzqTnQ8cP/MAP8IY3vOHjTojg+H7gkVzwhcVMRN4MvPVj8e//goKCgoKCgoKCgoKPDooYoaCgoKCgoKCgoKDgt0BEXgc8UNV/JiJ/9He47J3AU6q6EJH/BPhfgE8AUNW/A/yd3YWqmkTktVjrhj8GfJ+IfIaqfsfvNIf5fP4RWcuHgkCfu3fvspgnjK0ZWXUxFbue7WExplmeU6cetLehWUJ1DdZnUN22it+uw8jKSyMGWUKsWTZjI3y7KeSBEWth5lX6R1BPYXvhRPNtq1SvrkE6ReM+KUdSJ6AzJ7CD250rmR4ERSUa+acrrMd8hzBkV4GvVIjsAytU9zHDihEiUyChGj0aRoAqsPuno0gPI1UbRBTw6nz2kLxCNLPe7FuswoFXaA/Nvp7ORAZWbg3M/D6VrSX0MdK7wqrTjxA9tfuxQlJLyHepNk8bAa7Jx3nCX+vnjX0LUzf0/DW4MKBvMQ0ukIjXIatVpMtNd1MIFiu2ILfslb6P3UC+DV3HsgEGR9bGQK55iwRvvZGPTZywjU7I3nXXAYzMZwPcAVZGsOsQQgbdN/K4O7fv57mPPXaHhRugJ+6K0HNHgTteZZ5B9yx2ctvGpvZ4Nr4HYxO/7NwR5BCYmIAgzECvuyDhCPSCZXPbxAw5Oam9sPt1LmLQnsU7T91ZYdeqYOnuFhPWdZ/+yQXLwUvpb99vQoN84cT9rq3CzI0hBiB70HQ2nnawnJpwYb42AUi4a8Kd+gY0Fy6+6Hl8j6ztSdiHXFsqBBcpqDjRrqiM0KBobwBhzHK59Xy6ibUI2feY1iYS0TmiM1QUJZPDdVTF8ytZ7LhB6bsAACAASURBVOXABRu151wfjfuoZhO9yKHlgkzclUJcMLNBkiIMzWWE60BHqvaATBuG7Bw/hA64juRjqlQjio95DfTU9jC3V88TYW330QGrtYkdNOAOG31EG6qswJCYT33fzywndrnLbVg9B8NDe1SEBciT9kxrI0oPqg7d3kQ2cyTVfl5cgMUY5AKVGalrzcmCIaIn9szRRAqCMrLWL2GG6JrQLUBGSLpEwhE5KCoB2OX4hM/8jNu8911P8tVf/y5e9/qv4Wv/3C/y5X/2a/hw8Wu/9mt83dd9HScnJ/zgD/7gY/k76IPBcrn8sL63+3v9IzubDwkXqvqVj/H+BQUFBQUFBQUFBQWPAaKqj3sOBQUFBQUFBQUFBQUfYxCR7wa+DGMKB8AUczP4M7/Ld94HvFJVjz+I8V8J/G1V/dTf4XN9HP9W+RNv+KO89z2/xs/+y/+SjiWQqZiQaRGExJrx2XsZrVbEzRLaZ0AGIJVVKXcnbuc/xSzxJ5Duu0nAIfPVhEn/Apan0GxgcNfI3yp4JXeA3h0gQn7GnBEkOIF7TjPsk/uHVvUeZkZA6gLkCCWgoYeyJZMROQJtEQlkXQLiIoSM6jnWbsEJUV0CC5Q+IgNU1a3S5wj7Nh8BdI2yBg4RGYM+NCt5oJIJmjtW8yV745XZq8u+tSzgEhNGjEAzIh3ouX+uEGokz1HJqBqxLXqC5A2SGnLvCULXEta/QWxWECuo7ph4oHvOCGmZ+BxbJ+z33QFBgKW3UZiZM0A+wQjkzqripQI9hty5e8Guuv2B7W+YwC4d2+dA95i3L2PSe7+9l1fuzjAzopxkRHp1F+ggPcCsK1xEwhDSs+4QsO/vRcintt/VTRdyYHMPIxd3nHPVQiHetjzID+xeMrV7hCGke5hrw5HZ7kuw74I5PuSlVfBnt8qP14DW2lcw9L2bMl90TOp7j9YvIxtbBeprRnyHAM2Zr9cdFsBED/09UrxFMzqkWryXms6dGPYtd9PaHR2w2HQPHzmFaAICXDywPZ28BOIQ2qdtT2OE+qY7UZzZOjIugjgz14dqz+KBmvBHzRlBqwolkGtrYTJfv4zJOEN+1vcpmMtD9lwiIihZboMs6WSFGcb42DR2fsUdQSSgukJFQa6hUhvJryZyknBoIgU9A4QofTQnRDNwjIZ9NBySYp8soCwQJgh7KJcomao7oUrB8jOfWj6jNm/U5q2ChD1UE4vljNHeM+R4hDBGVYm6RPIxdWpADon5BDSjukZ1iuQhdMfoaoOEhIxfZmvt7nmeHth9tYL0HGxrSCMTZVRi4hypoL6BygKte1BtkLAHYWLtHHRBjjNyqMnMgGPQTMgDYloiMoD0HG3vEK3u+PPEz4WKr3fJm/7Wr/PNf+kdvPrVn8Pf+4m/zXT/CawtxweP17/+9bz1rVawn3NGPsTvv1CYz+dMJr+zYZGIoKaW+c3vfzfwZZ/xcu7+8vd8NGf4O8zrT/PPVPWVL/ydCwoKCgoKCgoKCgoeJ4ozQkFBQUFBQUFBQUHBb4GqfgvwLQDujPCNv1mIICK3gPuqqiLyWRjlfvLbjScid4BbqvpOf+v3A+//KE3/w8YzT9/j9t19b9FgpFciABWZFdARmnO0XdrneWGkenUESe3Pee6OBteNJNSlkakpWQV8dwYX9+Esm8Rjb2IEdmisUrw7eVTpnU/Nap8TNC3s+5q9+nzt5HUyIl2OIJ8isvVWCwGREVkvENliVdwLs0BnbbbqOgEuUdaIrO19DgBQzr0S+xRk39wQuERQrHo8oGwQWaE6MIMBazaPpcHEK7A3HssVIW0RIDQfQGSL8sDnvUXSMUhEw77FQVdIekCgJm83qESkOTGyWqcgCxN6sIS0suXJ0EhuNiCnbhWvzxMIAKkzQjNcYG4RZ0am6sLmmbbuHHAMsjLBQ1Yj4vMxhLULHm5jQgPX3uTsr2sbM/Tsvtp5DjQgWxd/PPD3FtAlE1JwBixs7ekUEL+feqsAMUGFnhrBmy+wBS1tvXllooJ04uKSBNnJ6nRsIhlqG1Mre2XnQFB5fOYuivFK+xxNxJAW3jrh2OfdmSGA7EF74i4C0Yn7HqSHJvTolKjC8ORXobuwXB3c9Fhdemx9bOY2fkjAQxeqnMNwbuKIeGaxqLcmpghTrF3C2uJ25bBw5o4RS9sLuW73Sw9dtKGo3ELD0vYD8ZypMTeJFejY4qstoheQVwgzJK5oZUEWQVkRiOZOkI9tvXqChmsoKwgrlOjrqm2esgKGnmsJZIWQyOwhoe+CkYYUWnIVzIWBSxcGJYQ+SmNjsvS5NyAbH7Nv+6fq92tRTSgzctzQVSNUGm+5UpEICFNS6qhSggxR76HSI8U9i1Xdh1FHzELIKxMQyMpzoDMRSXtsLhVZQQ8sp9YP7RkVhtAJognJx1BXML2GOY5sQC4JzAn5yFrFcAnaErQGDl0gs0SyoHkPCC5kakzMo+egyp//6hGf97lfwJf+p7/CzTuv4C3//V/gdV/03R/Uc19V+eRP/mTe9773AfB5n/d5H7NChN8Ldn+vv/IVUqqSCgoKCgoKCgoKCgpeMITHPYGCgoKCgoKCgoKCgn93ICJfLSJf7X98A/AvReTdwJuAL/5d7Axq4K+IyHtE5F3AG4Gv++jP+EPDv37PM3zGH/hEJ9x3UAKVt2owu3QjbgXrsT7ElgdWbR+sIl+8n7xgFboSrId96Fk1eQAiZlseB4+qeEXtcxlANbae6z6OiCLUbvXePW8+wVso1FfzEwG0RqTmUQsDr54WAQY2J/PH989rhL5/R553be33fR5BpyDSBwaPiDvFxpShLU6zV4MDVAiRkDIxNwTdEnNDTELMFSELoWuI7YqYGmK3ITAADYTcErstQdUcCMSrr58/R+lbqweRR+uRPlfOFVcTVK/8H9m16vu2a8+w+w7PH6dnY++KjUOwtgpx/3nXemyp3Klh4Busj+Z6Nc4uiD7HOPV5y6M50rP5XDV3V1tHGNg48pvGDgNf627o4Lk39RYYu7EBqT0/5dFc8i6GQ//cc1GCvV/t88g1wOcappbP/8Z7fR+7Z/HqkglxRJ4nfNjddLdHO8cIeXRe4tB+qsqcQyqxn3oI1cTaW5B9qF0++3vieyQ9E0yIzwU1twDtARUhd5AbEyt0jYsvek6q7z5LBPqedxmVgBJMOCNDj3kECdYihRHI2GPg50sz5q5gLReU5O8Fi5P0QAYoEaUihz5K/3nndveTfIznjY3a2DL093ZnPKAyRMMYqilZ+t7mIPhZtOuViiQDUhjSVEe01Q1S3CPFCV21R9e7RlffpKuv0/b2aasROVR+Bvr27LpKugCxD9XU90IsP1Vd8NOHNsO2hbaDJkGuTIBDD0EJqgRvc2GxEc8Ub1MhU4sXeO5jcZI+r3hpxTv+/h/mT33eU7z+jd/Dl/7pP0LeiYR2p0iVN7/5zbz2ta/lqaeeous6AN7//vfzYz/2Y/zcz/0cP/zDP8zHPeQx/MBMRN4sIp//AqywoKCgoKCgoKCgoOBjBKVNQ0FBQUFBQUFBQUHBxxweR5uGn/qZf8BrXv0ned/ljzPc68hsAKgYkchAg5KYPvwV+utzQk5W7d2toH8H0gboQDdGvFRHRubqAqSDOGG+OWJS34d2Bast9G9AzF5B3Bmp2dt3YngFLLwdwdYqnKuOrj9Ew22UbFXRePsBEooCLSlUiByRNblbwRYJY1TNHUDJwBLhCKueBqtUzohMzAVBxCvsp8BOUNCitASZoZoQqch6isgEyITcsFr22Bs+B+LW/5pANwgtVRtATIyAngMzjDweQHcKxOeR/jXk+1iFPEY8ilglfn3Tq7Ird48YQD2w6yqv5g9eRU3f7OKzOikfrVVAvm9kuuzIcXcbCCP7nWhV9jsBQBYjwNMpyJj55pDJoDF7+hxtDRqNhO6eNUI2jG19aW65EQYYwRrNIYMIVR+z+/eKfyprJaHR2kmIuLihsrHTri2F70teYlXitVX0h+hzDBDdnSIvbXwNtubsFvp0du/QN4K3OwMaiNdBW+aLmsngoV1fWdsPa+2QjeSnZzmStpbz8cDEB8whtVAfGaGPmHODbmFwx6/vMKcIsfuxNecH1lB5iwRcECAK9YGTz8ncH8INP29q56BbWAsK3bpQZ2vxlan93m3NKaG+BnRoAI0NaGKxeZLJcG7ceX6AVDctdwlAi+gCre6Qs5KqAa0AoY9oRFUJosAKZepnK/q5rx+R8p5PIlM7p7oTsGwQ2UNzJoRIki05zoBoXScAZU1ghNqDBeWMKrXmZkC2vcvH/hyAncgmhQ6trpFzYrWcMNw7QagRKpSet1xpEa1BakTFHVFqoOfihQrh3NwUtCLQUW9+jV53afmsla1x5XmiAxMX6BK2CzvHcWSxaB/aGar9vNIDTqFfW+6gIEuQbG4S2c9KOkFjTY43yAgaWssDqYCRxVLPQQKLxT6z3jn/2//+//FFX/UzHO5P+D/f/ld5xb//5SCRb/mWb+Htb387t27d4qd/+qf5lE/5FF71qlfxjne8gy/5ki/h277t2z7IvzEeHz7cNg07vPIVor/8vR+Vqf2ukC8qbRoKCgoKCgoKCgoKXowozggFBQUFBQUFBQUFBQXAd37nX+aTP/WlDPYuMPI9eb17h9nAC5I3hLyxXvB54+StwPZZr/z0tgQSID3AbPAD0Bg52xzb2LmBQQ2hhe4Yol8TAiQXGHTHNna6B4BIRPKCkNVJ+s5JaO9ZzxyhRbQhanKhwiWQUTaoXqIaUCLCwqYrp0ZQI96iwWz/Rbaotk5+bl0Y0aBYFbFqAlGyHtv4eonsjAHyuf9i/edFIaYTqmTW9SGdOmEsPu+ViwCcxFavBs8PbJzu1NoNaDQ7eDK0z9orrRPUW0hrCHMjzMFedeUk5W4PoxG16YFdky9MSKDRW2qsbc/aEyfe1V+3wIXFVLD7aQc8Z+SqrLlyKuju2T2640fEuAT/Dn6fzv41LlvInc1HvcVFEGvLkO472brhyu1B71uO5HN7f5df2jghe2rzFbF75+bRWtXH1taFGD4nEazVx8LWiNi9Nfv1G1tb+6zNT7eP1tXd831Y+/e21g4hiwkguhMeEfELu2fzrK9dnndWniWFihwUlcrOQLrwsRtbe+78ng997x7ax9SglzZOvu8ijNpyVrLFJK9AWjsraQP5AtGGkDaEnBBtkdwi7T1Cykj3ANHoP5d2v/ZZiNlcDcSdE9ggoSFrR1ZBpeOqbYYk+12jx+MMNKF66TkXLN9pUd1AWJDpUIkoLdAQfI8FRWldWHSKIKhsSGFAlh6JC1QiWRakMKKjT5YFKpmsDSpbMq0Xp7cojYsOMkIDEuweMgcqsmxRqf15dokiJOZ25iX73m0tR/TMzmFwUYhuLeeyi01CtHh19z2flhDdfYJzy5Ms9jmdC482bvpwenWeJa0J+RL0GMku+gLbYzm13NIloiaweN0fu8P9d30hN6/3+MRP+8/4/u/5s/zkW36MH/3RH+Xtb387b3vb2zg7O+O7vuu7ePLJJ/n2b/92vvEbv5GCgoKCgoKCgoKCgoKCjyyqf/slBQUFBQUFBQUFBQUFH9/IOfMLP/su/tqPfClCD2WLVTpHjAzskZkzWvw/xOY5Qrurfl4boV3fgLywH1ZWPV7f9L7zSxAnjsNT0DwwMjnWEBqroE8P7ffQQB6CDs1xQS9tbF1AXiM6J7AkD18OqUE5MaJPluZEkJfApRH6kglMUblE2ABWea05G0nIFnSKyBrVLcgaYYOwT9YAnGDMYI1wSGaLyIVHbItwzfrYyxIYUqX7KErMK4Kek7lGyKcmjmgfELS1anapncRu7ffgVeh65sKCB+YykFvgFHMNcPJWNhZjmRr52D3ngoMA8Yb3p3/O1ia1V8+rOwwocOzjJR97AHJm39cVsIa2hXAE2+dMZFALyKE5LezGJoLcACrQBy4ieWj7lrMJKWLfSdXGif6NEbXxmlWxszTCWhTizEQKLO0aGTthe29XGg8ycnHEQ4yA3zghvnARxRrCNSdwFx7TaO4M+cTzcgM6MieE7h470Q15bLHPS2BucdNLE3jES7tHdROy/647J4Spja0Ly3Mdm2tD+5wLQKLv3dau6c7c1WJuaw1rCGu2w09FGZJDpr/6DUKeI/HIz8+5V/43EA5cwLGEsG95r639WbfusLB0gnvhMblpZ697YCIPmUN1C5o5cAaxgrYPg76JTsISwgxkYQIRNVcJkSPQgMoxVtEfUTm0veHEhQ9LRA5R3SJcWH7IpQmApPV9GUFYmrMIJn6xRhtjlBOUyls07CNElDPfpwrhhguELlBRNG6s/YIOSayAPiIZRVEGqDunBMbAHOUSUIQZQh/l3PKEDAy948U5pha5AHouQJoj9IGMpHPLAc5daHPggpe5j7VvbTSae342O8vnEG0PRCD1LE90YzFpN1DfgubEn5cNxJWdle6B72+HaJ8qVChPk6tAltZyjgo4RuiQ1EfyAvSS6WjBO//RJ/Cdb7rDN3zr/8hk7yf5yf/5f+Xo6AiAfr/Pa17zGl7zmtd8MH9NFBQUFBQUFBQUFBQUFHwYKGKEgoKCgoKCgoKCgoIXPX7oh36IEIQ3/JlPR9miJCfhEkaoNkBHaE6pNs+C7qzuV5gN/8JJ36Vbz0cnMYOTtB1QQVoawZ03XjXccyJ36y4HWAuBtLJq7qD+/V3LhA3QQ3RplcvSYaSzGDHLBmgQbRAdeIX8CiPQE9aD3iq60Q5ljUiw+7PFeshv3Oa7Q6QBQFnZfXB7dI2orBFZE9Ic0QUhR4JuaVJr7wVB8pDQzQlXa1iBVh7PNSYM2MVn42KE2l5lZQR0VpA+5pbgpLOu7Ce0HsvK/pzz88bOfp2/p8kECkSL1c7+Xwe+xysTDmRA5yaGCCuvYl+6yKC1+UrP9mc3H/BK74C5UTR237z2/Vl63Hf76O+JCyyIlg+6czvoeU7s4h3cJWHl60smQJDs7Q92a/F90hWglmuaPLbNo3zWxvbb23YQK79ua7HXpe1Dbm0NUpuAwAl3cnY3iF2F/NbnVRvhr42JBGRp884rX5u7BcjI52jzDnpBWw/MtUDXkCsXA2xcbNCZOION7+nWxAah8nHd0SIv7MzkXc67I8NVDliOky7tjO1EObTW9kOXfp0R+5aX6+eJPpaYY8oGqFFduxhhdzbw623vlO6qLQK6dseDtbdByMDWWjZIh0qD7uZJADYuhrKxBXcAYQO0qAgJMfcWyQAI2dtEYK+SEW18HPXvRh+nQ6RFtfVRKpQGobU89f8uUjYInX9/BdIh+dLXWFlcaDw2PseM79HGc6ZnQg/dPhK9xGh7oH5+u0vLp7xwkU6wHKBzkQwgK0QDokvoBETREHx/V4TcIIxtf3Tl+RL49j9/gze+/j/mq7753fyLf/7jRXxQUFBQUFBQUFBQUFDwAqKIEQoKCgoKCgoKCgoKXtTINHz/X/9e/vDn/HvEMEKpjDwkoWSEgfd4H0IeQO5bVbYmSGfucDCAeh+6DghWoU/Pq+nXJjDQCWhtlbyS7F9j/SMj6XtOkEu0KvwqWMsBiUAfZMauD0Kqr5Nkau4AeEU8E5uXBEBBt0jugVirCdFEjpB1ZCILbRDpg1ZoHgPqpGTPq7IBRqiK9bPXnlVp71oJsOcVyZfU7YaY5ki4heQKVKmSoGkL0SqwkaHFgJG1XJCpiwymJgYITvSH1t6TsVn1h5nxorJv4g9ZmzBBI4QpkKDKFn/ZA6J9p/VqbHoYMzqysRn7PXctCxRkYtfpxoQHMuaqV33e2J6L76eOMdeFMaQhpOix31p+hBnm+KBGkOrYXtMKqh6ECWjfnAnyxmMywUQiYjyxis9x7a9bmz8TWy9TTNiw5/vk48jIRAyMTOAg0XNEgRneG8HcBfIW4qGTvD37XBoXtNRGHoepvzeyH/r2vq69lcTE9lKHJkAICnHf2pGEmYlJwsjOChFi8vYJ/p4TyOiIentJ1WIV9kkR2bd93u2RJhMAsYtfz0QtcgAsbJ4hAAO/n7pgYogJXjJUM3M90AMbo4rPExJMrFVKOIdqiDkazCyOee1j91AmqFSodj52350rxkZ+yx7quWPCgoSyi90WkWCtUmQPRMkoGmqEvStHhCwLBBtbEXdMWAJjlAHCGmVkriQ6QqUPNAjBHRZGV8+1SEQZAjVKQOkRqH1sI/FFBLSH4s8BRgjJ7zW21i/eKEJyj6ptiDn5edv7N8U8ofb3KsgzSC5EkCnWSmOXZ2Pfz12rlaFfN7TnWcDyT/ue00sTxOjYvzMl5CXStmgVrM2FCCFnhB4iU4idC4T6QJ9PeMUhf+RVJxw/nKOqtu4XMx7P8mci8mbgrar61scyg4KCgoKCgoKCgoKCFxxFjFBQUFBQUFBQUFBQ8KLGunua977nffzVH/lmAiNrVU6HULk1eUtgD6QmMITeTdicG7nJDaCB+hC6U6gOjUCLYyNd032zt+cCcg3VHvQV2gz9CdBC7wgYOcG+B93cyLveLasID/vWT10maOxDdQTh0Cv7nZBVcfI92Jiyh2hn5B8DJ55mCAuUPiEcuFPAGNVzYGRF7iouvrAKemECGhAZoRoQ6YCxW8xvQY7QcEnQsbsACBKOQBQJM+hObF6yj1X8HwD5ERlOdDGAOwPIyEjodAHxDugFyACatZHd4bZVvcseV9Xw8bqtORxaBXvemqBDsxGY4k4MMjL3Cj2HeMvJUa/kZ27fkQXINRMTpBNvK9HaPTRbzDlyF4EO5Lp9l60R792ZtQDI3vqhzRAXZkHP0uYYoo0db5m4IhxaIuYLYOitDxYQrmNk/dpilM8tjiIWI6K9F26YiCBMgZ61TYje2kOijSljz3Z3JIiHlhddBbpncWbmc6ks/9rnQJ6AuLZ4y8BaUVS3zFlgqxCHJsogee4uobph4hBqJ5TPIU7MfSEEEyp0D0wUQQ/CGA1jd1LoIXFkAoQ4svvmDHgLBV17fM9tnHxu8wq+Z+HAz8rM+HEisBMntDbfVm0+ip+vA2vNodlyLqxdkDK3NURvIxKmiG6tK0qcoiq+Lwo0SJjZGQkjNAdry0BtbRX00X5KGKC6RaldOJFdXJBBGgITP8eT5zm0THz/GuCAgDlfqARgSeAQa7PSI6u5KNg4W2vVQkboCMxMxICJVIRszw5v4yAcIKxcTGOuB8IhIiuEipgu0KBouE7Oc28LIpCOkeom0i5MUJArbzsztrxqz/x5trDzFPasLYlMTXAS9+yZme7b/oYVRGuLQXdsOZWWXLUdCQN/Lk0ePSu4hNBHGIA+Y7ENtT2PmfLP31vzd/+n9/E3/uZfLEKEx4cLVf3Kxz2JgoKCgoKCgoKCgoIXFuFxT6CgoKCgoKCgoKCgoOBx4h/+g5+nqgKv/EMvd+IPAgMXIiQn8ADt6HruiNB/iVfx4lXpPeg/6SPu2h4oVHcxccAQ+ofmbhBaqEdGbPfv2FekxSzlW6jvOhGLOQaQobqJhkiKtQkFRKEaX5GZRi53jwh9Ouu3rmr3JxJoQK5ZZbRyZecuckiQGgiIDFDmhDAkhCkIJiogE0KDyBDoCOEa1p8eEz2QvZJ+8rxK9myEYhhhA03c2r0z0QZeSS8dhI25BkgwIjhew1oRJHutZkY+B9g5RMDQ4qstRrJ7S4J4YPGJh0Zy6pmT6dGJ6xsel2SvYQzhppGiu/YI4ASn7523taByIULY56riPm+5KjOubtrcNEGXoT8GveXjuChCFarbXiE+eDR2PDSRgXYQ7jgh3Fo+kSA+4ZXnbrkvfYh37bOdCEUV4m0n9scuUDCy3GoRWvsc8TkFz58nILrAgc7z6659RjAnCXg0dtczh4F1i7YraCO0G/tOzna9BhNO1E9YOwUR3081IQbq11jLAY0jNB4aAb+LI1tzkaCD6o7vcwZ6NvfqlgsfdjmXbOxQ2TVhV4nfWn6Rob6BtQFwAYm2LugYWm5d5fPMczd7roCGAUGO7JTLHkKDhEQIE0AJYWZCndBcPR8k7IFMjfgn+XgTEwIRgYiyQugj2Lkwd4OWQCbKnj0KZIYwcI+Czl0QephTBhYXVX927fa9RmlQlCgTf54NEVoCHUHGQG3nmCP3VkjmHEDEHDVA1d7L1Q2C7pNDJMcxOWTbu95dc4sIUxN6NPehcgcKTdC/68+FxnNPLOekst937Ruqu5arUnkOYWcltcCei0iy7ZlaCwuNT7poI6FEcqztXAh25tOGX3h3n0/7nL9F0j6f/R+9loKCgoKCgoKCgoKCgoIXDsUZoaCgoKCgoKCgoKDgRY2///feypMvvU7m0vu7D0jez30HM1Rfo+kY1vfMbr55CNUZINAuoP8UpGPgAlLwivKxVapLwvqt3wTuc2WH3zlhmy+cqN85KlyA3nf3giXIEeRzNApK4y0Oxu4c0DghPnC3hCVQOSkcsF7uW5AeUSqSZGCOakZkCRyQdY3Iwt87QvOpkbU0ZoHOAM0dsAYJqEaESGieRvIHICUIt5wobCDfsziEW+ZkwDl06ZELgi6AZJX0sgd0oHMgGCEsQ+ju2Xu5b+NIgPSciw6GJhZIrbkQcGLV1vSgW3k81k4w96B7P9S1VcfLBPKDR84IctNime57D/uBEde5s+r4dGwkaBhCu7J9aleQ+tA8Y5X/AHJg4orOx04BNh0M9k0QkVeAt3JIAJeYIGBk9+/WwMbyImAtFPTcCfKZiQXSB4C5O2E0VtWvJ+Z2oLU5AnTR4q1qsSLafPAcAWsRoRdGvOsY6Pu8TzEXgbW3nEig95z49bnlM1guYXmKphraS1RXyGToAprkTgstxJULPM7tHJAtH8MhpFNgTs59NNqeCydobJD8NCp9JC1sbdbTxOab73mO7UH1hJ+Vhz7XhVXrc2H3aY6xdhaW8yaI2Ng+5JVV6qvHi4XlRdhAGpmoITXAAxd3zBF5kuziRsJ+VwAAIABJREFUEWXprQ0wMYFkVLfmLKItsDJCPwNSoZyBblAZoHITlQxy4YKTGXDuAoMFmRXmVhBRXdsTSDuEPRKX5l5AQDGBQubU8p0ewgFKi3BBprO2BQxIugZWKAtbPxHVLSY+qBEymTnWEiGQdYIwQjln1yYhcQC9Ib3tCtEL0CEa9yBfIPnCznh7YqKdxXtg09gZU/Vn3Lm5Y+gR1BW0ns+xtvzUAcgZpI2dN1xA0p1bzuetOaToHGjRMEHFW4foBSoJUo2GIaJnFt/c8Qc/Cf7Rj72Bv/S9P8tP/N1v4Cu+5kde3O4IrgcpKCgoKCgoKCgoKCh4IVDECAUFBQUFBQUFBQUFL2r84i/+Ep/12Z+IIFhluBAIZHYV+HjP9Eh1cQ4nK6jPoarNhn9QQR3NRlwUcjQCjujV7Z2TqIL9E6wyAjR7Jbt4Fbe0WOX80qreczACTrFxsP7r6hblNtdkxKzs+ty7AIHWiFepMLt1r0jWhpg7VNYQem417y4BWFsD1Q0iM2Dl8xk7aY+P0RLyJVXuEZuHxOyEI+LXRCegxdaHV5tLfLR+gpHMYWLfzfh7yYUbauIDNccGG1ft99C3MaohtHMXYNSA/2Rc2FG58ODY3m8bqDpzmxAB7dmeBLXrc3b3hNp+wq4Ce7df0e6POyGIr0V6mJtAdkeGaBXhAeiNuXJsIELoedW+79suVruxNPve7ebS8z8ryAaNkRQOEe0IuKtCUJQ+GkaY2EAQDYC5DZDDVexEQUPtjgjqxHwftCFID8l+BkQe5USINq5UNox6DOsKUg1LH2/QWgxjdJcFdbeJnagnoNWAXFkrDtE+aEajC0akhwYzb1TpIblCpGdz1BbYoNUUzQMgmGmINu73GF1UEC1XkrfRoLZ9U/ysbaH2+4UE3cYEB+ItHIgu6vDcFbU8pgYNiAaq7T26uiZVB3621J4P2oD0TNBkgSaLXLk0ZLx1BRUikZ2TAVJZ+we5TtYz228dek4EixtrhAqo/TlVId5QRsjWCoIK8U8hubAhIFL7OVKUBsGeTUqFSGP7SUR354sK0exjqz8BK1Ah0EN1RRZ7RlpOmEOBxTuba0hzBr09a9OS3CVFop25nYNFWtmzysUadrbFWmak7EsXy6PkThuWHBb3mCwvcrbvxyFoi9JDt0ukWduzRCvuHS/4nD90xB/49Bnrjbt8FBQUFBQUFBQUFBQUFLwgKGKEgoKCgoKCgoKCgoIXNZqm4WD/CPFqYWEAZAIJIw+9JYBkJI3QfBe6Bpgh/QarAL9ppHO47gRyshYF+dLs5fOFW74PgT2vIN+Rn2O7Xmojz7W1CmEOIS2sX7psrHXBjkSXmZPkfausV3dKyGLE6q6FBGMjtol2XbZWBCIzhIRy4GTkHjv7/yDXyNoAfawVgyAMyVohkhACVT4h5Jogh1ibhQN2xKm5Hyy8HULrzgcBE0RMeNTGYmBEZNxz0jAZ8S0TF1jcgPDA1krPCM1wA/TMe9W7MCHcNEGC7jmpvWt/4EKP6inonvFYzEwEEm5AuG/fYWD3jjessp4+VxXZ1W1zCdCJxTS3fl1n966OzJ1BapCp5YLcAO6bU4MMLQfiLavmlp4JMPQS5BZWzT6yn121skx8/ANzZ5DdvBtvJzD3nNmNcxPCGhNGHEBeoPEOsEJl4q0dBOihDD0ubu3PCJgizQKtj5C8dYL/yMUiRzZ2VmDf7lfdht6pxVMHcKDQBBhNXQAzs5wLA3NA0A7iDDSiIdl+sUblljsDKMi+7aeM7VzRoXGfnCsXogwtbWQM8aZV/YcDa4nAzMUvS1RuQN4g9S2kOUXa1mOV7VxU+56jnu8h2Tw7FzPEG5BPQQ5dINMHrvneXSPkALmH6ATRocVTMScCGZkZhYz9jHoLEIYubDoE5ojsoRqQK2cDe5aoYoID3bdjztBFBiaqUBdL2XfO7WzSJ5MJ7Luzy9BbP0BgBmxQBpbjtAiHKK0/hyrQ5NePETrMoSHZeWNEprN959xdEmpCbtB423Ni4HnQodUtSJcm9ujdNheTOnsMElTXoO2g6lk+5MaekbvErw6hu7A2NXpmcwgTe3bG2yb2UnOLIHdQ9UH2TYyhYxcyjRHdQ1mhvZsmioiZu5/5T/iKL/sk3v2v1nzBG9/44nZFKCgoKCgoKCgoKCgoeIERHvcECgoKCgoKCgoKCgoKHif6vT7L1dwrgGsSl+DVxpkNUKHMCdonSw+2p2hTwWqJto2Rx+2JkXPZvkuYWZsBasjnTtL2vWWDV9/nS2tBkB84CYtZ4OeKK1eCagpyDgjCEpHO+sbnh4ieE4hIPiVQE/IzBFpCViSdIDki+Vms8l2M/KNDab3txBhl4RXUW6/e75H1HCNN+5g1/4Cs50ZWau1j9wn52MhHhm7779XR6q0H8qVXf29MfBAGJtjI50bU68rW3Z3Y+2KEKbpyonMOjHzsxsdeAwMjJvPCyP40f/Td/NDEDbo0sUc6g/TQPtcOuoWPfWlCBN2aJTzZxw42fr5n4pF8aftGsn2Ke3bfOPI5HEOcerX3ApJi7Skmtn9p5XvtOcCetYOQgbWA8Ep59AFGAGPXamVrCVPA8sqMJs4RHQItokuvFr/03PX2E6HvsQ/uCPAQs/z3lh1aYe0Ypl5lPkdjD9WNtQ6IU0gnRs7r0uYUZtA952u5gFhB3YP6WeiNYFiZUCEOAJ+34jHSq3zWMAE9d+HBwkU5U1srGz8jczROQe+jsbYxZUWWPTSsyCGRwpQUtmQJ5NCRo5LiAVlW5FiRZUNuW9jWcPkQmnPIPRP37FpygAuHLk3UE5beGsPzSzvbQ93Yd/QS9JwgPW+d0Lf4yBJkiGJtWVQuUcmojFFasp83c9SoybvWCNj4qtHP5LkLoTYIPZQtwpLAAKHxz5YIKxcddD5GRtm4MKH19zqUxoUGEcTIfXNY6NtZ4RKh704KKzICXBIY+XysPYSwttYTNChrctwjpBM/K33L3ThGde7730F+n30m+DMxWk7V+3ZWsp/DtLL8jlNYfcCcQ5pTy504htbPoV64q0iy56pMTL+Vz5EEwinkAeQWrRKIWludSvjVZ/oA/Iv3LDk73/LqV3/u7/4Xwr8Nqvz1/+pr+ac///bf5iPlbW97Gyml39s9XgjIY/iBmYi8WUQ+/wVYYUFBQUFBQUFBQUHBxwiKGKGgoKCgoKCgoKCg4EWNulexXiYEs8iv2MfI/2S25CQCM1QaQt6gTKEVtJrAJkB3CfWB9z13l4J8AfWdR9XRIUNorOqXbAR7cAv/cMfIOToj6UP21xriEupD6A3QakzIHTE9JDIhyIDYPaBOidg9IOp1YrehSifUWc29gOuEdGnOAxK9X/2ALD1UGkQmCBVK38nyDSFMsErtNUaWrwnhOlYlvqZKHbE7RfIUkTGwsrlKz8hqArCAOIHYM+JdKsgrI57jdScoexa76oa7ASwxd4aBEY+MbJxQuyCgb+Pr2sQA8eCR6GD3Wj3hAom+EcvVkVXD68oIThnaeHnPyHCtrd2DVn6fFsIWqrs2XxnZd2MN1ZPuRDCw9+p9qL0aHPz+7pCQ57aW6Plwta8riHdcnDF0h4gE8SUYWZ382uRuCheWL2GMhiHIDMnnRE32/RBRxtjiFhDvuqvEyPJJgPCE7RGdvR8yyHVfS7b3YoQwQENl66kOIQTfu2wCifoJI+hlBFWGfkZmvw+ZdshUYW8GMVtVvM7dHaFvOcAAiIjOrSo+VEb65+wihluPYh2GICuoX+bzSlBNTLMRDn3djY1TT9A4QWXg5+sGVHvoTgxxfG6OIosxdHOP+cL2VwPIBuo9CC2w73u79Pzzth8aPVYT4AjVpbWPYI2EGeDiF2qULch1cpiQJaH0CPQRegTpg3g7DLw1CxGR1tsrHNn36aFsCIwQ9sms0d05ZIZglf/2nYpAhdDDRAyVt2GwVgxCi4giHGHOJANgi9C7up+iCEMCEZiiLP27fYSK7POxsYeEvCaHGeYC0kJ4CegCqcZQbaHuQ3jSYpJ97+oAvRsWxxD8rPQsPwTLl95ta+kgIzsHuoSen4s4hthaLvVeAukCc2QZI5LtWZTOkLQFjUhvBPUe/+3/8DSf8cf/MQD/9y89zZu+7zupqt+jQejin/D13/Tf8Ac/+4/z8pe/nDe96U0uqoCHD+7zute9jre85S2/t3t8/OJCVb9SVd/6uCdSUFBQUFBQUFBQUPDCobRpKCgoKCgoKCgoKCh4UeOpp17Ce37lV8lsEITMEsjuirBxe3JB2dJMhshRDXpArnv0tr9O1W2gG1jP8nQOYQP0zOWAbJX/Mbk7wbGR3d3cLMmrI6/sP3NL/qVb5F9CcCJaj81WXi8RNgSvABbGSD73yu0Z6G8AwYQQegrhgKCRxAUqEQ1rs58n+U+NyBnKCHRDCi1VahBtCExRWTs5OiLkU0gXiF4QuodIrhGpIN83QjI13jrBes2b48B9n9cG2Dk+PGftB3RlAgwdevX8mRH12tncZODr2GKV9ubfQD62mKT7Rmrq2twPxOMtGxceXIKOTPyQLvy9jfWi1zHEtZH2uobUmdghHWPuCxsTJnRLs+wPlVdnr4CtuxwM7DXdB9laK4fUeZX/Ali4C0RlpLx6LuQ1xL67RZzafknP20ysXXywsBzIF4DPUxpEDlFtYXXsRekBlYC1OsDJ/Eubo55avNRIc5v3pQkwOPB9cucKLH9UWrP/l+TzqEEa+11G5rqAQndsa0Ls86qxObOyNiV54bmffO67lg9zJEfoeiasyBd2FnRoOU5tQgFa0Jnlv174e5eg1zGxyolV10sCObC4ydxiqSegfSRfIPnURAbzZ2A0NnI7Xdp3ZGUV/Xlj88h7RijnB0DjLQSuWQsOdRcAue97ufC4Vageg4wRNuYcILu2CuceO/NEgGjPFc3ABVwJSOYmViEBB076L1EGCHOUyvbHHUpMKHCJ0GItGLC4sUBpTHzAxAwxuDShgXYIB+Z2IBegAaFvggbZILqxmDNGmAMdwsbnNERkaTGmsTWHjLT3LJ6qIBG0QXj4PPHV0h1NLux8x+sWU9lA2kLeutvGhZ17qey8amsOCiQXR923eMqZn8NLz/XWxEZ5A3KEaINwBlmJ3RjpOshzLs4vuJy3TKdTXvWqV/Haz/+qD/0viN8CodeLfNnn3+SdvzLn+/7rb+fdv/DjfMc3fznf+B3/HQDd+umPwH0KCgoKCgoKCgoKCgo+PlDECAUFBQUFBQUFBQUFL2q8/gs+n7/4F74JqN1NekRm7tXGeBVxD6Vhc/s/ZHv7042sb0/ozkb05u+nnzZItas+jkauMQG2UI+dZBer5ubEKn2zQjh0onwMYQ7V2EnQU6yve4ORwocICTQhObkNvtnCQ2XEnRx4G4gRkEEOkLwlaiDkBW1vbFX7rLy6WUkcoqFnleWsqdL7CHqIcp8cAqoK0lF31sai3p4A6u0DGhcbnBrBHqa+zhYIRjYSIA+BjVfVz5yg3vM5D719xAzS2gQdMraKeSYuRqhdjGEtCaxlg38mMyMmEfueDPwHawshLcRDjJAfGVEaB1hVeufV7n2Li86hSyYs6ZaQxsAC+j0InfW8T2tfu38/uutC3HOHgSPoNiYCkNpiFW94rNZYFX1ne8XWElDVBRprG0Nqi0sc2jykBnoI+9Z2oxUI0ba9dw20QUWxqvex770JaOz3Geh9G1OiCVL03OZC5/lzDeSeuxJ0lsPxGjS+NhUTFaQz34vke3wd5Fnfe3ERxaW5O+SF7V08NBJeAqJbJCWUKSobm6OI7b/OH1XF00PELf9p/BzOUFa2j7LyPZiac4JOPZ4zoCN0EOIA9gUGt2F7CX2/ViYukJlaDuUhpAl0D4wQl84FIlMTj2QXSMgUwhbRPYsB8uiMM0TDEJGpt0nYA84xh4GB5QETVOZ2j117DrYoLTBC6BBGiCgQ/HvRnz3BWyXYtRaTvrdcGKPPEw/Yvg9cIGHXq7tiCAPLAfTR+mXgopWAMgFOEekhWlFpJOUVouaMkGWJMCHgbhe7M0djuSdqIpFwBMMttFNoI1Qjc5tI3o4l13ae2Ngeh77l1O497excxCNI3h5ll8+7a6qx7VM8gu6ht2lo7FinKXQLvukrnuS/+P7n+NX3/l8c3vik3+bp/2Gg9yRf/KdexT/+mV/i//iBT+TGzSf5y2/+17zk0/7zq0tOHj74yNyroKCgoKCgoKCgoKDg4wBFjFBQUFBQUFBQUFBQ8KLGF3/pn+Rrv+YbuPdMwxNPXKPljJojMmsgERiROEMYYRbnfSMH62t04yX0Z2hXMVg+jcQjqwqPe+aIUD9pFb0xg+zD+hhGdyAurEI47hsxl+de+etEd3UESYzY48gt5Q+B2gjjdO4kd3JXgSPrpV7v2gusIOxDXiG6BKkIOiFrAJkQ0jloHw1nVHlCTlirBxkQuvtk9u0fi90Z9G6S9ZJKO3dt2Filc1oCSyOtGWLkJBgBniFjVe/0oM1GRurK1iH7oA/tu9qZy0C4Y5XRMsPIzQWEG9g/W0eY4OC6ux8EUBcA6NYEBjlhQo9b5mhQXTPONfk+pA1UM8gR1PvOS3JyXoBrRqSvBV0NYTOAdIkczaB3AM2zMHjKxgv70Mwg/aqPvba2FAS7fzp2wcARaHSxwcAcGMKexStv7M8yge5pqF/q7g6VEd/pGWuXkJbWkoIKqtswCiCC9q8DPfRK2DA1p4r4pMVeehbL9BvWYiJf2P7owIQauGBAxi42uIFKi4ksrlucZN/I+Ti19Vd33DVBjKxv3gfVU9CeWi6GkblKpFN7rY8sr+UG5Hsuhqk9TaYgW7Tat+vjTVuHXto+pw94LuyDKCJ7Rszrwtc2tdjKNRNbsAf5wsQ0vesm4uj3YfMQjl7iFfnnEG5azuiF55NCcIGCLEErYOzr3/OcFHMuYYb2xpg44SbkBSL7LvJYIeEItEV1geghACJjVEH1FBiQyUQxgYeyj9CRUUQGiPZAMyIDsm5s3RzYOWOGkMgsCByhJG/ZoMCBOypEAkOEmswUwURQwoDg7SQCfcxh4hiRG6iu/PpI4Bz0ENWOSjOxW1BnrOWERKIIIV+i7IEEy+P0AKonyN6CAkbQPWPtG4anUEXIY8txOQBWUF+zh299Czi1+NXX/Pnm4pV4AM1vQP+ldq7D4NFZ6b0Mc5+oQGvbx4ztkR6YiCbPiDGwP+2TkhLCR6ZLqfZ+H+/+Vx/gmXsb3v7LHX/ujQv+yrd+Lj//rnP+31+/4Fu//vX8019650fkXh9VyOOeQEFBQUFBQUFBQUHBiwUfmX+NFRQUFBQUFBQUFBQU/DuKvalwdDTjb3zvP0TZUjFDaeCqbcPCSb8tkFEgsyKT6cY3aMY3qTbP0UT1in41sUB1BDywCt+8NJK1um4W5fnCCM7uWcwCPjg5pJAfusNAxBg2t4rPGyNM87mR+FmNCCQbiV3dNFv5fIKRxfds3FCZqwIZ8jmSLwhAr32WOnXI5lminhKbM+L2GNEJMSuh+QBBW8L2A1S5QlJwm3ug+4CP3Xdit/G2BWdYq4MVRlQu7Ucba0fBDLJA+5ytsb1n6wwzb9vQWKySk+Tp/2fvzYPs2676vs/a+5w7d98ef9N7kiIMxaAMxWDkWFgRBAwRmDBEpsygACambGSmKkK5XBaBIgwpjDEyVYBdYJAxsc0QDDK2Q4gZUyahsAFTgAGjx3vvN3T3r/vOwzl7r/yx1u3+SSAQ4iEhaX9f3erue+/ZZ++11z6/evX9ru/y1g2Nj51aI5VlYHFLz3vB9MTGkUOrkiZZCwXE3QumIFsTDeiFkZp5bkSmzowM1xaarfG+a0WXz5o7/frchAzxFjTnPvaZ/d90der3Xtu+7lo9SDaCNbfWgkDxqvFgv+cHlnx6aeuNty1nWLhg4MLaXuSJtajQZOINbaAToNMFFM0PEYLlCFNvlXHmbgNTYOnijBnWOgLgDLRr95bW53EObKz1BeptI3Z5uLCc6ty5yS2dgcxMHKFTE3GAtTnQFmK0dQQ1UU5e2v7oFVBBOkO0QdLchQjHXg1/gaCInpnwRVpbgwrofUSzEdAki4VOTBCAEPSKwBB4TEhrawERFzC65+fIW3y0z3scTFyEYOcoiM1NtxbPdOk523o+7qFSkdsHIBnNcyTskzWQuUBRUr4gq2AOBRuQFtUlysxdDLYE6ZJ1Diy83cKWKF1UA5nHtq8sEO0BAzJTlETmEkUQRmSWCC3K2tvKWHuTIBFoyCwQMtAiUgMB1UvbWz2HvEU4AL1C2ZA1I3mC6hiYIdIg7QS4QnRNyEtiboh5iXJJIGGCoZXlXHpkKZcv3D3k1N1dlvZM1IfucnDpz8OtCYbUXU1CsBxv/MzuWn3Ud60tiGLCKF2bICY/trxU7JznrYmR2gRtA9szzs9mfMYX/TvOH69IbfsH/TPwdiM3P82//8Xfot+L/OVPHZuIovlV3vT3P4n/6TUv5uu++Uf4ote9EO0gCgoKCgoKCgoKCgoK3jNQnBEKCgoKCgoKCgoKCt6rUXOLz/icT+Q7v/37+No3vAZwopeN93AfcWOnbi9haD3imZErYTUY0ptfGRkrS6t414n/fGCVvipWza+P3fp94uTxzMhcXRtpG04hN6CPnMRurVo4XQEzoPIWDwdOrq+MhNcZyMb+Tk5MMzVhgM6QjFXx5xbSI0Je0Wl+A/QYVg9dSFBBik6ar0AXJhRIc4xkX7grw7EFLz2PVeUvrOKcbCRknnjl/ym0M3MTkBoTDEQXMEyxdgsTWy8zm5tgbSza56Bdel/5U0y0cQYxmX1+/VL7fr4w14VQO0G9tviGkZPfGdSFDkFdiHBmc8hnVlkfOtA+tLYITQfdNrDORnS2fSNEZQBx42N6e4l8ZkS/tr5P7vjAwvY0mv09+QGEbHOQZISsPvI1RWDgAo6ZrS3ecsHK1q9pPAfOLb9yhlAjoQv5PqDWgkLnmFjgkVeu76rglz7+0nNuarmsG6yFxCHoHEmec5rdweHK59GFpOb2kO/b/Ik2v3bmYoeZOVmEucdkCSlB59Tz/dLmxrk5gORzRJeINqhayw7Rpc1JjjC7/uVNXOQUaJH8wNtSLBE5hrxA9BzRhMhDkAOExyBzmzfRYp9WJm6RAxtPV3ZmtHGXDIV03/5OOxHHxoQnqhav+DQSGotLiKj6WZGEMnXRkgsFZImqIowRapRLj3lLkEOyJpAJooIq7rjSojJDtIvKCqgQGpSVtXAg+zgbd0SAQI/MFcIW1ZU7KUBmYoIEVawthCA8QlQJmtBcobSEsAFWiIwgPw/SWApIi2g0YQgblAVIh6AujkJdQGVtHyQ9wBxLLiF3XIC1E8EcmZAnr+1vkjkf5EsTtdC1eUoFzXO4zYHlIcmuDZU5LOQMYWHnhIXlRXMBmytoVtDsATX/y9/5OX7w/3zE0/eOuPP0B/1h/1l4mwjx/QH4gD81YrNY0KvOIYw4qn6Bf/7jz/NNX/NaXv7nPvEFu19BQUFBQUFBQUFBQcG7O4ozQkFBQUFBQUFBQUHBezUCPb72K7+VxXzNj3z/z2PuBw1KQslGEHqVsZKA5H3h3W2Alm3/hO3eLbaDAyM+xUln2dhPWid+25vKa22xavTGXpL8/RU3fdM3/nNt1+mOQE5GlO7GUe+9npxcxsfWJ+/bImmF6NIJxY1VI8sGYgsdhTob2S8tbBawXMJyDu3W79faK699julmfNy5AX9Pks1BthCSr7HxavcnPt+tI28guXtBuzSXh9UcpjO4uLLXbGmEY2qM7Mwep7z199on4rJzbGg85v7Z75rj1t6L2bpN7CVkr0VO1shpC/0GQmtrkN1at36d76e4GOEtPt+tc+M54TEIrVXth+y/e1yCt0ggeXx3sd2JYFZvmUdsUXzfaW5yQFf+t79IN7nDLpfa67ElrwjthNDMCHlzEytdeex8b7Q1h4jUuBBjc/N5SJY3+B7i62ML7cpeu33QxohkbTwuG0S3yFvc2/N9F2d/T3SD6IaYZsS0IKYJMU+IeU5wYYOw8r0x1wFyY/mrW5/j2gUIreV9VN+HrTta+M+8uomVnyXJG8J2RrW4T3f+Zjrr+3TW95G8uH5uWNsFzw1af5b4maWx7+3m5s8X+57njWZUks2B1l1akouhWrKPo9fuEAtiXiB5/kTuNS5cSKBLYlpSpQkxTRBd2v21IeiMkOaENEPywuKnc0JeELI9KyBZjuS1/b3bO33iXHlLm5tnVPPEWdidA5/b7qyw2+PmZr/aleWPtBA9X9slNBto1ze/b5awWcNmA+sZbDewnsN8CZcL9MEU5i1PH3V55tkLfuWXf/kP/Hfg7YXEu/z0T/0Ev/AfJnz86/6jP+fXaGiZLZU//ZFf4m1Q/oRD3gWvgoKCgoKCgoKCgoL3ShRnhIKCgoKCgoKCgoKC93oMBgP+3Ks+jK/6n9/EJ37qn3f784RVJlcIXRIJIXoFcyBQk2kBRXtH5KalGbwvnWYCCFRHTs4JsLZq8HBgxG1OVo1PD2Ts5FwNMrT36Hnv9NacCQj2PYJVD8sp0PXK4h5Ixyq+dxb2obbPwy3IwdYhY3P8pwbZN7JTD0G94phslc15H8IAq0bv2Ks+9qryBIy84nwP4inkrn2HgVWXh4i1DDgGOlb5nywkhEOrQmdj1dMhQvW0OykYMazVoc0x1tBmhBo2e0hHbC1RoT6wuIQFaARaiGNzL8hrW7tEs3RPCyeGM4Q9UHcrkGTfZw/zmBdzHRh1kMEhurqP5MrMBXpH9j3PCcDuHxu/trWYUlvscwSpbc/VWxSElc/LK/MlWBzktsVPo1eHD+x7dDBiWYHd2D1fb7R80DUqRwgrVDrAgVWa6yEiW1T2QPo252unhK7ljDagFZJrq3in62IRtb3LyfNz5mMc+7yPjKQPY9AB1H3jk8XHDQeW89KAeK7s4svW8xrnWj+WAAAgAElEQVTbe5khMkTDia0rTz33uphbQ3RSvuNzH1nlvywR+kAPkcr2lrVds3PfINq6dQxVF7Yri22srM1JO/Uc8Byn4+1PFqBdz6WO5Zu21nYlHEC6IuTK96VCQyS3Wz+H6vux8M+Dn+ddHYigDP0ZoohmRBLoCGHPBQnRYqVDX0frz6FI0B5C38QKCkJAVBAdoDRk7YN0vJ3DgEBDVIAxMPGf2d0xdu4D0Z87tcVAWxBr7aIEf55EkA6iQ1SyjSMNMPQ8bFA5BFmB3LGlq7clqQaQa6hGsG58f/b9+VTZGkPX23IszAUlbjzXD54ooWltL0Nlzyxmll+psnm3OzHTGIBv/vz/AhZTXvsdc77/n34P//l/9cG/67n/jmK9mrG/1+XVrzqB7iloy5uf33BxuSZdvQnyPXcWKXgrjEXk24EfVtUffldPpqCgoKCgoKCgoKDgnYMiRigoKCgoKCgoKCgoKAC+67veyPu85AP5wX/yU3zyp/1ZAnsYydklMyN4j3mhawQ52e3XFeiinRNUhRxHBO16O4M7RrTJwMip5gJ6HYi3XWiwD+19iAdWiS7DG7JeexgROQQEjUMj6ekaYSpA9VJELxAZm4V/GKF6ZLx6ODFylw6QCVqTZUBAEcWI27QBHRmRulUTI4S52evXL4b2sRHx7QV0hiAnNu942wQE1LYu6QMDbFIrI21J9p4EI6MleOsGoHqJtW4Ix27pv0HrY1QUrU+8XUOC+il0vUH6R8aRdvpItcZI5oXP8aGTtgpygXaeBiZIOLb2Erq2+2jjJGjG2hUcuOX7vl9b2xx7FTRbpHqpjd2rTFwQLyDcBb0yIn6zAp07gb0xoQNiY8qGG9HCsYkmiEae6mOQu8DUiH16kB+C3LJc0R2BfebxWdocJbqTxcoFCSDhAHRORjCi/sLIYJkbkSx9ax0Sbvk14vn0yO6dJ0gYItekf89ioV0joGMX4hEwslYV8cj2nJEJEdIDy/F4aiKGHSHNwJ0n9iwOYWhuCrJnopbOqZHh0UQski7RMLb4srRx8kMXj4x97d6KhI6R+GHfY+wtRWTgLhXHTmBHaCPoFNLIWpSkqe1789DIcT2y3Ay3QZ+zsyL4fHumC8jiMVHQCXReiuSHHtsFkqEOx1RsaDv30PSQoIlcdVE6wNCdVTaY9QYofefYgxH5CMKSwG1MNBBQXRI02VxoEB0g+QrVDTHUqCpID9EE+QqRrt1Xei6aEkKeojkgzIETG4cBmhNG5h8gsgF61s1BdoKFLRoO3F1CQVrQGkImcIIydXeHAeiZxS+dkcOh5VI6Q6oTF6d0oQ3W7qJ/B7ZzEwyouGPK1gRCMZpIgrmJgtRzrr4LzZXlnVaweQSdu5abVLZPzQqSn51u384gfb7mn93np3/lktd/5X/99v9D8HbgwaMrprMNn/TxH2rPWDnlcCys1okPevmXcvHM+3H0ok94Qe/5HoKJqv6Vd/UkCgoKCgoKCgoKCgreuShtGgoKCgoKCgoKCgoKCoCXPP3+/Pef+kq+/Au+m8yazIZMg6AExt6iAZQtQnXdysGs1De0nVOQhrY6wCrA7wHJKvPbBaSJVVfnuZHkOyv++JRX7ps9v1Kh2qLaoLpGWZDDiMwGlS3KHMKYHITMnIzZpWu4RaZDDplMQ9YWY1atalzyjJiVkGdWVZ4byMd27/XS5pWnkAdmFZ+n5NCgsoXOLaBnBLN6Owb1wOWliyMqrDp9YGsJx1g1c2PuADqzqndVEyCklQsaFA1DMjO09nYInQjVKdQCg2N0X2Dch84GZH1TaZ83XLeyqAcop2jcorFBmZgpRRhCvvI5mOU9cuqCh6H3nq9NWBDWUAl0amtZ0VeoFOquiQXY3W/mpPW+rUGXRohrH1hw3V4he6V7XnFN6so9qyrXtZPrMxtbJ7YHLF0YcNe+syPbtW/xxdogSF4jOSJ5haAIjV3jrT4kzxCdGjmvEyOkdWUiD+5YywMS5AVKH9UVqls0b21P6dn98xL00oQIeW1j5KWtO95xwcvC5hVdFLJr25HnLhJYYVX3a6jvQfJ2CHmJ6MRcO/KGkCcuWNlAuGOxI9l1kgElaIuwi13P19R3sckpaEJ1Da3nM3sm4kgzn/8Gqju+57vWHY3ns9p4aeYV+NnbgcwtvxXLE91YLsgYGBPbCdX2jM7qP1G1CwJCvX1AyBOEjJAIjAgCgaG1SUFQlsAKIfhxWqNYO4qQK2IeEPPC2mikCeiWgCDpipCn1johrxEOCNoStEPIK0LOJtbRBUL2tVm7D2Xhv++jzFCsLUwQNXEGDVCTJSF0yMHbmND6mQlIXiIkRBThtufSBmSJ6hKNp2i+ul4fnQCdp7wVSQ3zmTmqrKfWeiFvrZVG6HiOq82jeto+axawvkKbmTknbC98f3dnd23OCO3axC79Hj/wM7/N9/zkfX72B/433u/PfPI78C/C28a9e/d46t4tXvYxP8j9qzsQYNzf8qWf/WL7grwbtGkoKCgoKCgoKCgoKCh4J6E4IxQUFBQUFBQUFBQUFDi+4x9+G7cOXsY3f+2/4nV/4+UA3p6hCyytF7yVS6Ook22G0DxCw4zQPuMV92JEWr7CiOl9aIdQLyCfQQyQGre7fwxpRg4jVCIqlfV2FwEaVB6jLBBZuQuAE7D5CskTMiuId8isUDHSPaQNKmNEz+37rFwIsAXmkNXJ5q7Zo4tX74eAxjHbCtaDP0VvfUata0JagJ4bgZvW7ghw5uMujGDWbJbsOjPLdPomOtCpV/xnI3CbZ+26NIX4NJovod4aWSlglvxrYANxDozQsAQmSLOyeMbb0D4DMrWq/5zRzgjkAmSN6hL0FqQrRCcu+Ng4cb0TVEyBoQlFwtTJ1i3Up5Ce9c938x5CeuguBx1vCfAYwsQcJtIKggszdGaxlGCkvUw99iMf7srEB4pXgzcgc49ThYk4OsAVNy4Za4t7mGJBipgI4ArJGQ0jE2nkBcgVkBE9QmTrYomJiWh068KGC4Q5KhXEDNogMrM4EpC8hiSQzy1mohYbvbK8Zd+EI7L2+wWLcehDvnAb/9baPaSF5ZzU0Iq1Ssgzu5aeCQ2khvwAkYymtZHOOod8YaIJWWKtMs5vxAAu4EHmFg/NaOhAnqNpiuRoc6QP+XkTHeSVVfLnGeiFj+HkcX5kY2dv/ZAbWy9qZ7o6gvQ7tpbUNaGKBHe22BB0RtCnqLa/ibKgajrk8BwqXeuWQkuOPXI48vxYoqomJpF9VB/ZPueWwB5CRNszxOMU5BTNc0QW7rbQYu0T1pZDugA5RnRC0AlciwQOgTOEx37GT1xgMCe2Z4hGcnWKUAFLquYS0UCgh+Qrz7OZOWykKzuHqib6CIeeI+boYK1brtCwRNopmqLNgWCxbOfmNLKaWxxZ27mpamiv/MwlrE2FwvYc1ufoeQuju+hwhdRLP79d+xkVqkv7mRdod8NX/+Pf4Bu+4vO49+H/49v9/H97cHl5yate9Sq+9uu+gde+9rV85Tf+BN/6+veD7QVf+ul9vudH+hwd33tB71lQUFBQUFBQUFBQUPDujCJGKCgoKCgoKCgoKCgocBwM3p8v+KLP5m9/1Rv5q1/24VRVx/qye+WyENhZw9t7XrlNRcwNsd1SaeK6Xzq1k99YZbX0TARATQ49NPaMTMyBQI2GAVl6RiznLUZS74F0QdWs2eG6LYJIB2To1wysDTwtQoRQoRJBu4i2Xq1bG2G9q3hPA6tGlpa27pPqHrl6ERoiKa7Y9u5RaSZuGyRtbFwqG4c+So2GDcgIlR6okkMkh+x/95EQILWAonGMUCFtB1H1cdSq53eENF2gY0SwNE6EdyymYWD3owOxD3RRHZkIou769RHoeWV7RNlD8txEHNK1V05OYPcsLlJ7G4GViQA0gNY+DoC3mQiVz283VseMJ+g8Ed+ek8J+vbgoQ7a2VsViKF3LHcWvXds4dJ/Yp+wxsjwhYAS9VBB6VvFPH2FljgCozU07GFFdo/TNKUFsXHExzfXYcWhzqbom4JBk97vO2Y7nnO+B9H1unRthh3R8ntEdMuqbPA0ddyDYmhiAaLGVHh48X3fHY2bnTFVB8xNnrkak79d6THdtFdhg7iA1io8rW0QUZOQOFbW1nhAXiYjnsnbsZ6gh7yrzfWzE9kM3tkbp3+SXVD6G+H6Kr1sQBoguISvRXRBMfDKjrZ+irUfkWJGI1ppEa2udslsnGRBUXXSi3ZvnB2t3Ueh4LDooDbBCtIskCLqGvEXEXFwIO4eNGhU3yNQ+IiuCKiErkhJBGjJzQm6I2rF55Og50SFft47pAVsLvarP21t8SIBq+ETMdnurlu/SgV7vxj0gKtQdi6XWtlbceUU9trEP4uNlE4bZc8vPbkeg37f75yHf9kPPEbsjXv3Z38ALjaOjIwDG+wMAFovWxCthwKZtGfS93cufdMi7egIFBQUFBQUFBQUFBe8tKGKEgoKCgoKCgoKCgoKCJ/DVX//F/INv/V6+4kt+lK9+w6cg9MmsEfbILBEEIypBqIEBAUhyQKd9FnQAcWRkejX2CvGuOSCsN27tL0ba109BmiD990Gbc3KoUdm3Sn+6IPtOCncx4latQp/WHAzSCSlegZxgNvl7TsAvSXJEyDNCvAXtBaKBa6Kbrc1TEsQhqkqiRxuOQXps+3dIVR/JjxE5pI0TNJwQm4johBxfRA59axEg+0beyz6IoiGjnadNdCFjs/2P0YnDDpo36OBFSDpHOADdIqGHStfI6uBEcNiCHjvh3jOnCW3Qum9iglC5lf8ji6l2gMaq3vUcwgFkMQI6npr1vvaNUI5bkNv2fYZA8PtVwIG5HHCEtXUYWnuJvIHqFqRHvi9i+8Ft7xvvQge2VkGeN1D1bF6hsZ/xyJ0Ljlxs0YUw8pYdRxhDqCZAyROQu1YpLl3Phwa4hbU96Pn3N5YvMkZ0jTICXaMMUA7NpSFYtbrQoux7q4+nbpwfZIRIQtII4gByQw57pApydQLsQV4gYYxo4wTzgVni10cu3GhBxtbSIN72Fhxdj7eY2GQncqBv3/d7oxsTRaQjm68cIXmFyh6qgsjKcuWamPe1S9/Wrg0ajsgSUIaeb6C5jwASIuipOWSE2xbvsGdj5KVV94e1zTcfc+3OIX5WwoE7iShEz4F4aLmleHwvb/Y99EBP3MFhYOv0sxfbFRrWxDYQw5osXQjB4iuRHFbAvq81Wa7oJXCI5uwCiF1u9jBBheWtkol5gySl3l4BoLFLlnPq5oTYLiDsI7JG8wKRANolkAg5W8sGjYgGhJ7n5wb01PerBsYmLqHnz7IF5rywtWeTdL0dxtjEJCL2vs6hfgqGU+h2zY0iu0AkjO3MydjiR20x1xXUJyZkuTMG3UfiFOo7EOZ2Bqt9O9ujF0Gec//ZwF/7Wz8NwGQy4eDg4B34V+Bt401vehMf//Efz2S6JEbhf/i4l/Hzv5D50A/qsKhvE6ozNJ0Xrr+goKCgoKCgoKCgoMDxbiDXLigoKCgoKCgoKCgoeOdhED6QT3nNx/Ivf+jfEelbCwRqlDWBQKBP9vYMQoWyQbQirn+LtnOK9TCfQjUyu/rqwFoy6Maqm3UFZKiOgRnUeyhzcqeLhrFVUON297pwIvwSqy6u7BqMMLa2AyOsmrt2Iq8xklAWaOiQ2KIxotEJQbZO4s6hcwDNI+h0qdKWzvaMpndKvTpDc0PVtiRpzSmBiIZMrk7YdiI5NjTdp9GQjMCWpc0nDoAVxH1gakRr7HsLhuzE+gaN+2jYkKUmoyYGkK6Ru/kSGIEskTBAWCN5YYR13EK9Z5XSYQbxwCrlQzLyWJcgAyeCMTMC2UDsulvCY8zuf27fo7WYhoGT0DNMt39lcaS1mEqENHdidevvD1w04E4F7YXNO8+ckN4Cj42YDd6ygQ5w6XvU3vS9l7XdP4zN9p4B1iIg2jzThb+3GzuBXtj3Q0B0ynVrhzC2nMNdJFigQVAZo1yh9FEW5iQQxpAeo1nsb52hYQ+YojIkxS45zMx5Q6bkeGTGEbIhV12yrsgBcjggMyHLgKwzazES+pAfY2KPLsgMwtDmzdAqyHVmv+eNuRnEEegMpba8Di2EA1SvUF3Z9azQMELzJSqYy4guXchzCWpEusZMFkykEFpzHMGdJVhb/OPY9rxdQLUHsjKBiE79LA2uzyl5ZecmDC22We0sX89rbmtttr6enZPAzMaUFRJHVM0FMU+IWemkx9TtFVVaEtM5MfuzIps7gjlP9P2MNyaoYYlI7dqVmeWHrJHQJ6Q5IV8RpEPQLTFdUeWWkCbUGqnTJaFdEPKamCZETYjsIemMkCtCvnKRVfS928OcCPxM6WPPOSzP6dp5lbHPr8V6UmzMLCLs37T6YAJVF6q+tTepe5YD+cpyIJ0B+zfnUDq2D50jpFYkbt11YWZOFPHA5rjbo1ixWN88y7vd7tvxxP/D4dWvfjW/+qu/yl949atISfmk1/0YH/baH0PTHj/6kxNiFci9/+wFv29BQUFBQUFBQUFBQcG7K4oYoaCgoKCgoKCgoKCg4AkIkc/73L/O/ece0+Y5kQFi5c9kWpQVNfsAKFuEQEgXaOcldDbPQlgZ8coaOre9qrmBWHs1v1eRpwur6lUjbVWyVftGcycwO/7aBAnxthHurG+I1NA3gpsZ1+0JQoWx7xOQPXMbkI55KugCjccgAzRPyRLRPEEHL4HcIlwR04zB4jfQGOmkCTE/IqJoGKJVnxwq2uiChP7LSBHaMEB16qKAkVVKa7Q5xFMjDXWBVbJ7DGIHwhKte1B3kbizNl84yXjbbe2dwA8jr06fuGvEHKojd4m48o1z2/zQ8Zi4JX+o7N5pYXGPt4GpVZPrxIj9eGLX0BoBGmsXIkwwa3lvPxC6dq1g17Hy2K+MNK7vObleuVtCD+QU5NLJ6a7HYWx5kdPN3kllzhD5yuLG1h0I1iawqO464W6CAZvPLfu+E98qgByhOrE2B8Hs75Xa3AOY2loDTvRugQVa3YMQyLpBpYOyIsfbVhUvCQ1DchXI4RRlYu4XVc9yOfZAFMLUqtijQOyjbH3edywn8xxrLbCAeNfEMmxQOiitk/nicRt4nlegiuZLCGMTU+QrVIPn121UzAlEpbYzU91zYcfWc20AVQcNFcocxVsehBo0m+BDRtA5hvTY9oIJ1LdsbbtY69Rzrmu5EgRidZPTOrN4t+7G0Sar2JfOtTMFGiFPkHhEkD5V+4jYLqnyhiqvCZoQnTiJH0ACEiKCuSZI2HPRT4WyRESQ4LmrguYZhDFBxnZWcgNa2TOKDiGfE7Sh0oZaE1Fbgq5MVFDd9eeLx5FkziM6vTmHcQThxHPXxiYn0KEJr7y9BCGaEUbe2Hmp75pgQzp2VkIDnbuYq8dOMLMx14l84S1Tun7O9lwAAXT69l7smpCES3Mrke31OXzfl/Z5w9f8eT7zNR9Cv9//o/5z8Lvw67/+67zhDW/gh//Fv6Hbrfh7r/8YfvQNH4WEK37i/7ngr33BpxHC3Rf8vgUFBQUFBQUFBQUFBe+uKG0aCgoKCgoKCgoKCgoK3gqv+IhXIiL82L/4RT72Ez4cRc3CnITSIWMOBMoGI1qXVHlNbB+aGEFXZq+e5xjh1tr3dtXB4iRlXnh1+MQINe2ae4BeuYNCC+wbgasLYGljyqGT8kusMntixHze2NjEa1JcWaAxI+0WlQZYkiNOSFdIle3rdFwQsKTbvhlpZqgE2uqQzAFIi1TCpr5LU981njAOCKkhKwSde6/75BX9XlHNEmsLsfLoRiM4Rf3nvpHROrNJycJJ4pWvpecV2AEj/9dW+a4XRqZL68IFfYJI9RgyBhTVK2svkCu7f1oaea5dFyS4iAIj3xFvryHJq8GDzUPmLiDwfdANyGMjSHO0++el7TEV5DNrzSAbGzu37nyQLSY0Nm+GRtyzsXXqAlh7ZToo4m0XGkTmHp9Ls9JnBazImsjhxK6T7NdPMMeMK1R2jhhOAOvEvpfVtkSnJjzQrcWIte0lC5/bGIKi3kpCZGnj5aWvr8O1Q4XOQBq0nSJ64Hu7BGaoHANLlBXCys/QIZqnCEs/YxPMdWLldvyWx2hrTiSyAt0DFibQoLU56C52HkvdAvsoCWSBkBG9NPFBWnEjWtmaCIK15R/uoMAGogsbGHtOLf3s+DkTPJYYSZ/6sJjD+gL2R0bg01jeMre9zlOPrbsdJAUZILoGBoT0AOSArBWEtXVqYWVx1A3I1M62LuwcsfV5d0Ezkta2L7q1XJOR51nrTh67szLz85qtbYIuXTwVfD/F997OimwfWBuMPIcqQbOCPLR96rV2v9QCXaS9sPWlbOeGtTsoiHecGUK6tP3KS5ADe0amNXQT1qJi7OKmxsQPtYtAqhnEBLkDsvKzdWmPF53yvT/4S/zNL/uU3+vR/kfGz//bH+dbvuVb+Ig/fYfP/aQjPucTW4gDrq4m/PS/fZ7v/f6vQiT+sdz7BYP4q6CgoKCgoKCgoKCg4J2AIkYoKCgoKCgoKCgoKCj4XUi85KVP8QP/6Jd59Sd8JIkGyAgJqAj0aFEngxUhUTULrq3KQzBngnpMJiBsQcek7YjUOQQZo1XHetVnJ9TFespbr/pjjKzOwMDJxGR/iwBDdwrYWcCfYIxl8IryxsUQ3hqBDrkKICdmdU/lYoA+Gg6xymR3GPA5aeyhrEFOjOSVSKruEbSl284JGlDdIoxQaVH2LD5h664CA5snla+vY+vL0RwG8pVZ5OfoAoDK17xvMQhrhGDXh31bHyubq3SAQydgV+5S0LFK7V1rgLBv4oPYgWZi9wwHLjxwL3eNHtsB6L6T6R2r0pfaRCRS+770vcXAQ5A9d4KYWKxJ9p6MnLjOVi3fvYuxfnu2Ju1YXIK7Ekj02PdNTKKPfQ/HLgxpgYyGQ3I4QFRQAkIiyx7IPqIZdEmWnt0n9Fz8EiAcQ26Q0JozgnQsLmll7Q8wEhxqz6HkJOW+rYctwsBzrofIAMlLm388tvyLClrbOuXQRSQet9C1+eQxSGutIuKB7bsqqrXNU/Yg7KM5A3MIt40gj2L7T/YzsYF4gGoPoW/rlejr4GYPyJazYWD55RKKwKVX36u7ilQeK9+TsLRYSNfGiR2v3O9bhX44tBYE6qISasvL2HEHjxOIDXQD1B2og+WcBiPNpbL9jnsW611bFfZR37+QpwhDskQEQXKXzAKNh9aGQlrLN4KvtYewBhGLp9Tk2CO0VzfPFXFnEa5sP6R7c1bSlQkRZGTr0tafJUN/rV2UUCF6hLQtrAPa76MaEemjceTuBQMXhBz42axNsBL2b8QQ+D6FLqQTyAIpQBrA6ABYQ6V2VnQIVcfaXnR77jSzMq1ESJ5fh9AEe9blxPOP9vi131zw0f/tK/7gx/w7gF/7lZ8B4KnTls/55CM7P50TfuhnF3zUK/9L9vf3/1juW1BQUFBQUFBQUFBQ8O6K0qahoKCgoKCgoKCgoKDgrRDo8N+86pX83M/8R1o2CLULD0ws0HBJZEBgCHTpblZoPiNoMAIvjKE6QNMDCAOz1pcGrffJ1S1y1UNlBO2ZEXiyj5HSA0jPu4vA2P4Ox/YeESP39+37rdvz04M0xwjtsfexH1gbCOk5sV2hMkDzQ6wH/aER8OEE0gOMfdwDDjExxB6aG1S7aF4YIa1jcs6I9iA9IusCYQiMEDmwau88tfkxuhl7Z8OeW5t32POq9K5VQcvI5qitE5AN5Psgx1aFLUeQJlaVLscWAzl2O/dLu1dWq6yWobVj0B4kF0WoE+07QUPzrNvmjywOaeHx7brbxKHFMl3Y2IrNQQZmu8/A5p2uIB5ahb4O7drtM07q70N1bGPn521edH2OI0iPfGyx+8nASXyMqE3PuqBjHxgaUd38DirHqOyR4z1UjiDfRxm5MOHAyXcfm+zOG33gwAUcQ2jvu/DhwHKHLuRnXdgyclHGgc2bnjlmMLRX9msB2ifGprb80Yf++dhJ8A40bwbJaHWIxkMTMaTn3ZVi4Pm5B+3EBRpDi630bR4abmImQ+DUz9gJpPvmeMG+7UE4gvScCxAipMYFCnv2O31IUz9zR5iAYuSOBhdQnTpxfwvSmVX8y5GPcQLp3NtI9F3oM7az3u7GXkD3APqn0O9A5e/xyHKOof1sL8ztIxz5/u/7mDM7X9oQ6BG1h6Y5kiOal4jnpGjfzp62oI9QOUJ1iLCPtGdo9rNPtByXAeZCMjBnj7wPeWDnMLvrx/bNNpc89JwG2udA/axwYKKe9j7EfdhmRPcReki+tD3J6vfDYigusml+x0QDshO5RGh/29toDCHtwf4JTH4bOvt2fuMB1HvQPrT7SQYWJuQIR567u7HH1znww//XjE/9hPenc/BJ78ij//fFavqQr/y6f8Qnfsz78Wc/xHOlc4ukh3z7//4bfNqnfeYLfs+CgoKCgoKCgoKCgoJ3dxQxQkFBQUFBQUFBQUFBwe+Bv/zZf5X7zz1G29ot5SGTUTZU7JPZklkimsmyITIwK3XWVgXcPoJ4guqSLJFUDYEVGjJKhRFrR+YQgHrv9YWRlbu+9CjohVWK09rYZKtCjkOvcF55xf4MZGMV9XluJKrO7LqsRvSGk5vvkkHPnSRVm49s3ap9jlCDrq3ymQUiS4SI6hy0j2hFzpckUVrWEA5I4RjVmdnmpzMjJIlOMtc+9tSdDNZGVurM7k3tFvQC8TZwASSLTxg5Qf7YK8rPndg8AJ2zay+Bzo1oZmWV7nnXHmDrIgWFeBfSQyNy08TiEY4tjlm9wvrKnSemWAX6yknoPdsj6dl92nMjSXVlIop4B/JDm3e6gmrolfgzr8BPJqAIxz43sblmb0eheHzuQPL2D7jlfnUHeGRryI9BGjTeQVlyXXGuE1/L1En8nrdq8Ir3PIVwC921aNDGRRC3zSlAVzf5JbeAFZIbhEzQS0SemHcY+NjuDDMTCi0AACAASURBVHF970sbO5ttv9b3yIi1WRAsn+Ndz+Vdm5PHRtzTsbWGsc1VN7auPHUCWkxsoclbYJwCNSFP/Z4XToI37vLgbTt0Yb/nhRHIeeL5Enxf9+2ezZnH6QziiefnxNd3ZvnGnrX52I2dpxB2Yw/svbiBWHPttCGnNqa2lrvh2EUXly4OWrtYYA/RGUKFMEd0QkVNYE6lAehT5UcEbXyPI3ByfS4knUE8JO5aLoCNrxObd56b+CAtLAbasTilue1JPgPN9nfOwC2PdwPNJVT7Lsq4QjQheQvpCpWxCXUkWj6nqedWczO2nvt8VhAyVHfN3UASdALMHsDBi+1ad6KhvYDqFpqn5NBBqyEqE7IoWVuyztH6ru2bBJ55dsobv+8X+cLX/XVzfXiB8FP/5l8yvXrA//ev/x4f/sEv5Yf+7gfzhX/pFIDVuqZ632/il37tktd8+utesHv+sUPeBS8Yi8i3i8hfeCessKCgoKCgoKCgoKDgTwhKm4aCgoKCgoKCgoKCgoLfA694xSvo9mq++eu/ny/+m59Awvq8KxWZgBJQNvSXv0ZnsyA2K3coWDgpfoI0FwQWpLqCEFE5MDJWZkaE8hgYGFEna6zVgPWDRxcYyXzg319gxPrCiNm8sbFwcj4cGZEnE4z5Oceq1R+DLDGyu7IxdenCg32QhROXS6wNwjEgKBfmzq8XiJySdY0wMU5JrhBOUO9Vn0OPLRHRLSouoGDPhQbrm5hwbASqnnPT3uDE2ibohQVevT1B2thaxB0p1Il7VlY5LVvQRxihvbSOFvRMBCEbr1w/9UrwcxNEoEaS5w1waWKOXGH2+SsbR1oXcpz5nqy87/0Q8gP/3gbUBSLNI0jqZLj4vji5rnOs9cTKifWtCyguPN5zJ833PCYLcwzgCgjuqgCiAhrR3NpnUjvBnrgm9XV9IwbQlX/mggS9sDlIj8zUSGM9Q2gtZkQjn3WBiWCOQOYWc5mBzlA5RvTK19KAqBP7FzZvqUxoIV0jsMMWlb7NL25tT3Tp+TV18n7pP0+sSl/PbY/0ke/BlYtsxGLKAcLCRRN7JprRNTAjpAk5nFru5wWwQHzegdZEItIAZ+6MMQG5sjXqpZ25sHZxy57HofE5bzwmW1g9B80cwgyGT9n95MxymYcmHEozP3fRxnVhj52HITDBEnZh98jJBBGcWY5oA/nEc+CcwBbyxvQieoXoY9rqgBy6qLSeY3PidkZMNSEnF/5sLJ/jgc1nOzN3AznxViln1q4jDs1NQht7j2i5rMkEDO2VPZviALZT2MxMSNBrIB4j6RHkFZrmEI6QMLA9VD+rKfp6L0w4JNnyh5XFsVrC4MREQHFrcaaF+hjlityNaLX1nO7ZfoUW0QjrS8iBH/7RZ/jcv/FLfNXf+mxe9iEvHNe9Wd7nlR/53zEcdvm2r/5kRp0VbJ5zodIF3/HPTfTxcR/3amKML9h930MxUdW/8q6eREFBQUFBQUFBQUHBOxfFGaGgoKCgoKCgoKCgoOBt4FP/4sfw97/5xxE6GJlmL0Ux8jET04LYXphdvO6qxBNoi9AS8pqQN4S8dtJ969e2GPHqVdxkr55vb6royf699Jav3Pj3fBxJXJP719dke+96rCfHfuLaJz/X1kn+7c06BXQ3piSUBtVs7gd+PyWhEshEkkSS1GQRn0N6Yg2tkaNk+6k7IrXxNfhL25v16G6uT4yjrcVAfY1k/872Zv3Xf7c3Y6u/8Gtze/OeNO4W8MTnu/0k3ezbbv67cSXfjP0W8U43e6tPrqX1sd/qe9fra272zuNnubW7525/25v3dvutT+zr9Xq3oC3q/yGCq0yemPcuf55Ym89XSTexeDIm+YmYPLlP+mQeukhDnszj5ol1PnnvJ3JX3cnjrXJUdrn7ZD4/Mabo9uZ9se8E3SB5g5BQSaiotUyR7BFpPb+bJ+bh+fgW52prrR7aBrZr2G6h2VyfleucYevn6K324cncfYv3bN/E9+kmfs3NNWLft+fJFnlb45D9XDyxDzsHDMnWuiT72dl9jyfuuVvLk7mc/LmWG7uWbOtufSzduEvChpC2Nr+0vjlXu/vs7n09h7d6zkmCoCZyoL0eWyWjUdEQbO/Afg9ixhYCqlu+8/uf4S+95pV81ud9vYkvXiB0uwO+/Is+jsViwzd95//Nv//1CaNX/ByHH/lryIf+B173lT/J17z+83njG9/4gt2zoKCgoKCgoKCgoKDgPQnFGaGgoKCgoKCgoKCgoOBt4O9+43dx+t2n/OyPv5k/81F3UTYEBgS6ZFqULZveB6Aypb/dEJtz620feiAdkDHEIaGdQK6QpAhDVDtA16uh11jl9Mze48grwZfY/7J1QU8hbLxivIZcW1V6OLXqY9kDreye6tXYsuekaPDPuiC3cQsBJ047ILesgppHaOihYY8sEZF9FEFlgGpEqFENQCTIAGUIzFGt7H56gkomxzlt1SXQELhNaM8Jqr6WESBma6+N9Yyn464CTlzjlvma/JoK5K5dpwm0j5HcY6vG16WtKQxAg9ni6wZC9HhmiylLCHfdvl3NEQGB+JTNQwTYQjW2+IYx6MDuGQeYS8CptSkIfWvvID3o3oW4Bk7NPUEfgnYhZnOrULV56Qri2NdzALlv5G8YYXUCx+7S4OtPV3Y/3VirB/ZBHoPWLpw4sNjRtyr/MLSxwyHknsfgwAQFckSWFo1Hlhd5jsYOIV1aFTt7RgKnxuPXAw6NHGZNjl3IEYl9yMFak8RDyAkJXST3QHpoOPA2C10kT5DQ97XuY6Sz5z0nEPfc0aNvVflhCPnQ92Joe0Ttn3URGftZmNi+hI7lhTTmXKGKhBoNt8zhID8AKoS+l2FEt4sf2Nhhd1bU9o7kTgl9O2PhKSfL1b4iNYQ9GL4Ywhl0+tDZN1eM0LXrQ8/2MnQs7QQbhwqSrz/UIPc8552ID2NEK5Su5aAEYODuE7eAxq/r+9gHRO2geozSAzJhuzFTj3DPnSFcbCMHvs5DCKsbJwSCtbTQpbd8OQbO7VmhrcU29HyOlT0vwhHU+zDoWqsHObDvh31gaveUgY0tx/ZMi0d27vXCzgFbO4cycBeGZHEMPcuJNLL2KTKy/QtjG0drRAaorhEdokQ0HBKqGrjgf/3y9+dlH/2v+Kqva/8QT/i3A3HM1/zt/4P/9xc+hB//yV8B4J/9k3/MZtvymZ/1Wr7ki7+QL/+Kv0MI72a1PvKunkBBQUFBQUFBQUFBwXsLihihoKCgoKCgoKCgoKDgbeD46JgP+bAP4iu+7B/yr3/+9QQCEFASQiSyR646hHVmOThkNL1CwoGLCYZe/V8hYR+kb2QurRPnrQkE2PW2F2BoBK0cmd27LoEjszLPFTAGspHaeQUYUYv0zRI+t0bC69aIchY2pkSu2yZIsDFlAXpidvyhAg7JoSLL2Cz1ZY+sC0TGCHNUI0H2yboCeojMELkNeokywiz+BWSMhhblLimfo1EIed8+04GTn2Oz9A8H9rcOIKpX3iebZ3gaeAg6trEFiHfsOj0EZkZYysbIUDVC2sQEFyZWyGsn1odOFGezVw93gUdG/KtXcce7ECYYCdxC6KG5g4YuRtwOMLv+jFKTSeT6nu1XvY9KD9E1qi9CeAhh6OKNM6huITrHiHhBwwAJW8sRaheRJIgBI34TEg5RFqA7UnaB5mMIVyCHRjDL1q6P+3ZdriAEE2mErn/W9VwDldoSWwYgGxMn5CEilyYYiCdeJb+Htajo215pgNhHc2NxIdtaQjBngVi7uCVa3kkLUSCNEc4tznLLY30EsnThyNjOShzZXlWHvtcj2yfpINWBV/ZX1jIg3AMuAW+1QAQ5QZiTwh0TK9BFZJ8gYmvIKxs7Ty3n8sRiEPDzsEC1QeKLQc5ddHLpAoRTYA7hjpHkJOjvQ+zZ/sWViSfypeVcmtnfUS1Gee3xuIe1oThE1VtlxLtYK489kJU9O/IZKvvuPIHtbb6wWOU5cAfCGUEHSF4QwwzNY6JOCXIHSXPQKcRDCFs7W7I1kYVWFusgvk9bPzc1sLL5pEeeO2pxik+DPPA9bC3vOn0TvIQuhOxinaXnlWACoxZi9BYNq5sWIoxcmHFp4pMqmtAi922sUNse0XURlRKkQgnW2UFGLsASj5EiYY/pYsYHvN8doqQ/8nP/rRFilx/8ge/jdV/4Zfz6b57zope8Dy9/+cv5jM/8rBf8XgUFBQUFBQUFBQUFBe9pKGKEgoKCgoKCgoKCgoKC3wdf+41fyMe+8vM5e3TOya0OVm1dAzWwJgdlNTylv/gt1p0B/dUzwMCIOl0auaprqI5QnkZlBnqG9YNvTHigU2Dl1ezHVl0uRnwjV5ADVnm8wgjtMWbdvgU2RuzKbasSz4+cqNsaqcoUWGIODH2/58JIWLlwkcMSWKIcIhJRhiR9iNCQ84YQbgNblEeICFkbgpwAc7s/Ln5QBVqELcoKwUjNzIKgYiRtGEL7rF2jCxMdiPemZ1fJnX3ea3vJ0IhZ9eprvTJSMj1vPebTxCrQYweaZ3xOE+ApCAHZTJzAHJkAJJ15vJdegR0h3/dKdEDG5Hzf9peIhhchOkCZIiGjaq0oEskME8IaVbEqf50DgkgDqqg8jajviSiwT9YrhAaRBpXbCCPgEcICtEalj6ggbIyk1i4574HMLJdk63Fa+zrW5ngQDiE9xkQoGeQE5QTl3PJJG9+rEcIadIWwhNwBWXl8uXGuoLWKdoZGtIeFv994zpyAXLqApvL9s0p2YeliiY5Xtq8xR4K5uWCwtPiHgV0jQkjPWlsIWZnoQJeQH/pZ2Vi1fX5s+xvOTMSR16ATJEVCvCSrICwJOnWhztDcBNLvAAnS2l0PlpZzmkBe7OfoygUTDyyf89zPnJhoB4U6Qju1nJUR0IP1f7K1twuoX2LnOM9ApiZY0Ajy0GO/9XxuQR9bXoQuRtL/jolA0hzii+2+7TOWB7qA8CKbT14BM6q8R24qNMyJyzNC6Ni8wxjSheebQB5B85ztFdjYoWP7xtLyX6LNL2yAGaS+PWvyIxeK4M+qS8uDvLbnSxzbOZSlCTLiU74v5xYD9T0g23MtuXhjXZmDRVrZnDtdaGfmMqJby+V4G9IZokskRM+xIzsn+crGzh1gn3/wvc/w6Z/2aiR2/zCP97cb+8cfyHd/z4/8sYxdUFBQUFBQUFBQUFDwnowiRigoKCgoKCgoKCgoKPh98MqP+Ghu3T7i9V/yT/mW7/mL1q8dQUlWuU6miX2kd0y9WZJCJuYLJ9QDMANtUCqERwiXqG4A9arsCyOBdWOkHNj7emFEKSOvFF9gxOHCCdQBMHVxgdvJ5xVGTmcf+9zIcV1ZlbeA2eXP3MJ95MToGmUNzFC6XtG/AmkQFNXHVjkuG6vaB1RXNj4rzH5f3Pk7o3pp5Hc8IqU1gbWtDzViluVN5T1ntgamXqWdrao7PzAyWGonSsUrq7fezuA2RiDPgQj6yInPtcUoV5CeJyS1ynJNVhGO+r12YwesTcYEUguyIscWtCHLBqVH/v/Ze/M42a6q7vu79jk1d3X13HdITHITMgGBDIAPMyERRfEir/IYcUIlAoIogwL6yBCR4QV9QTTgg2JAQZTBYEBQAjwEgcckJEAiYCRkuvPQQ3VVd1Wds9f7x1rV92aCMIQo7t/nU5/uOnXOHtZeu27Sv9/+LVnFiHY7da0MiSFQctD7w+zvJRppzoaNM8x7HMUFAxihqorq0Nd6DaEARohaGyJ1ovQR7YMWiAiEIRoHCCsQxU+gq+fOyIQoUvj6rrkwpAIMURkQicCIzXIU2rV5IEhog24gehjRwoQkUjc9Q1wB+uimO8GKzRMxYj32jNhHPG8HBCf1hbqJJNTIc8vRAUjDXArYsJyVka9Bz2KhAuwH7aG6Zkvm+0KKXaiMzNI/TDnxbzHQqEjWNhKcrvcrnlfrNm8wgl17FicyYMVO5Rd7fK80jHincKeFwkUMC1ActBIFMVisFXvPwE/q77a1DmvmdJGJkfO6ZHkf6+YGwFhw424gNDyX1kzsFPdgf7LpH9nTumqEP6tAIJRKKHPoH0DKLlQaUD3G1ki7/t1gghZixZ+ruMDDS14wcPJ/C8TbQFbseyv4VpEVe05qkFehtNyBkQkOypGNr1y19S/32TO6auIDvGRKXDEBQYwWt9CCjRXI+2w6xFSCC2JKE2vEoefDCpSe87Jm73Vo+SNtbr5llQ989Ovc8CefJiEhISEhISEhISEhIeE/F5IYISEhISEhISEhISEh4Rugxg6e9/wLefn/egNvfuf/REJmJCvRBQaCkBGrW1mvTpLHFRrD/YCXT4gbkFUgTIDmhAgxBFQCm/XVablQINgz5Ea4SbB2aB0hmqUCWgX1k8syFibUjGzXAiPOW6A5xigrRrq2MUJ2wwhSKsAEiqLizgVaQxFEmkDf67RXEQnWLiOgCdRtnNT95HfTSGod2hzU3COiTFDkc1BukGkFs+efMLLc+9s8lU1hc/VnLRbj+IgTyDlGfLd9rkMjM6Vp8411xEtJIE3IohHXao4AhI4/F4xszTrWn5pzQAxTlGGGMgAsu2ChZX1o9HFWPfZVj8XI49GCMLKT/xJ9/KWR9VIDGrZ25L4GGUgDdTGHinoOTJuzRfC4SAOkg4RViDmiY3cD7NQ841yqu9jAyiCotIlS8/aHnmMTLo5pIiEjUgOmgSGiA7JyRFAhaE6uQ/JYolInopuigEjVS43knlvRd0sD0WJzf1gpgM4RAQQBYmbPxvGJ/BoiuY+/yZhgtrkooiMX37QsvlQRzaEIVh4gqhHtoe4kfsNEEgx9Teouzmla3mClMUQaJuLQESJ1y+9Qc5FBbntF3JFAav5qHSnXoQ3fg3iZCSC0/b5gJH1ZQqVmuaKZlQrJqj6GaOsk4nlSA21bLkndr2W+H/SIcEh6HieFsgplHYk5VNr2PSO5iTRKz6+sbY4dec3iFeqQe3kQLW0Y0vC516yfsVggTFoeajgyz5BDNrDvI3WnkejiJar2HFX7XtLo+3jChTgTvjZNqHVsG2nw+VZtf3gpFIuRlxrRrs1r01HCnVLIIN/Ky/6/K7nwF85jZmaGbrdLwj2A3NcDSEhISEhISEhISEj474JwXw8gISEhISEhISEhIeH7DyJyvIioiJxzb/d1/PHH8/rXv/5e7eP5L3geKPz5m/6VwASRAZATaKAEoEnJBqJVynyBIrRR2ka4hsVNYUDQABoQzYAZ7FR0FSNlmyBzbjsvwJS7CEyzWVeetl+bwE5853aCW/13rWAk+awTsLm33TCCGz/FLx2McJ12gn8CMHJZESBDNQedRGOGqr+nAjKFEv1kf2fzGhSoqhPJGcgUUftAlSjT5jCgTRtjzGw8mvm4a6B1a09qbo8/48TqjJ8KL+x3qficC4ufzANVazPa2NFp0CoiFftMapBNGVGqq9YO47YFcy+YhrKOFjlSjvubtue16uMMHrOqx9xLPIzXJvYgdjBxQMfmNy4vIE2/t4qRvbM+7oqLRlx8IbOWAxwlVNEOlD207KBUfPxVNA5AFpyoD972AFgAqZvLBVV0nAM6Z6f2teFr3ASdshyINVSmUKmCdlDt+fq2QQXRGsIGwrSJDcZj1szJ5BlEN46Q6DJhORy72Kn/jsdsCilXEZkCbSEE+xnV12rWd904Jk3IFjDBRwlhzq6HOc+Tqq2TZIh2ELpIbAOTHg/PAaqWU+pOGLEC1M3tQEtrP8wZKR7mLU6Ir5Pvs+giljDrooOKl7So+H3BhS0V+zzMQhnMOUFmN8ctcWhzYdr2a/S9K1g/VI/sE81972Y2Tu34tY7tmdiDyoKNMZtxd4YRZLMmnAjj7wCFbN5FMeO4VEDaaDaPxjU0TKPkaOigYcKuySxKDmEWVUUZomERDS0fU9XGlS1aHmyKbaomzgiLll+hYyKNMGkCoNh1ocqEiyYm/PtywfapjPfKyNZ/LNLCf8oEhC185JMH+eS/3MpLX/6/7+bbOyEhISEhISEhISEhIeG+RBIjJCQkJCQkJCQkJCTcCSLylyJy2R2u/ZiI9EXkVffVuO4KV155Jc9+9rPv1T5qYQtP+onzufgN/4wyJNCx8gWUBGrABhltVJRRpUOZzRFlHZiwk8XkCA0krpBRIdOqn8R3clwmnBTvA4t+2nzghG7XCOdQtevSZtM6PnSMeJQ2m5bzUgNdN0I1rmJktpgzgBppaxbnDRc5NBCpIJSICsKQoH2CtO10M3VENuwgrdZQ3UBkDhFFdYBqzX9OEiQzkYI2UO0hUkWooaqUYRKVSAxDNHPiNsyA9G0uY6t2Gk5q9mzscewgMG3EvjYw2/qBE8l9J0QVWEOkgTBCsmmLg4xcCBCNaJaml39oO+kvwKy1N4wEchgeJmcaiSamMMFJ38hVSgiTJsiQNRd2gISqk9kbIJNe1kCBedB1VDNfuy4qbVs3mk7+91DqTmSXqLTM5l86Nj4ZOknbB5mkRFHJ0bBIydDEBkx6XrSAASoNolQtf0LbhSpD0CaErucMIOvAnJUp0GhkMWuobDHyWHIkdAi6jMQ6oiNzJiCHeNhcBTS3EhNsRXQJZNJPrg9dLOEEOW0rM0EdAUIIiEzaM6jP1x0s4jImrKnYGmeLbJZbkKZdE98rOgQmrKRErGJODABO1oeRCWZk7BjStXapetvzTvS7CGS8f7IZNh01Yteezxcxgrzpe2pgRDqFj3HNiXR3Xsjalnexb33HvsVUpszhQn0ccdlipQMTGegI6Pl4RyZs0BHImq9naS4HUoOi62PcOErAM/S9XrMSCdm87YFs0mPTc5cHEyqotIBVNJvyEjQlKltQ1tGsTdQBGgRlq12TDA0TVjYi6/h+HIukur5GGZtuJ3HZxT3RY7bd9iZqQqFyGfLttu9VMHHPsuWjemkPAF1ykUPOP15+G09/7sf533/ybNqdLd/CN3pCQkJCQkJCQkJCQkLC9wpJjJCQkJCQkJCQkJCQ8E0hIj8HvA94iar+zn09nqMxPz9Ps9m81/t56W9dxJ5dh4hRiCxjJHYk0gdySq/jPqxOU+alE2YV0MNGBuIn8mMfKfcRdMXIuGwadBk70Z4Bu53MjPasVu3ZeBDiOught4Mf137fsM/HNe5jF1Cr/57NgKzaPVICe40YpQRWnLhsgu5FYp+gSwSFQAZxN6oDkDVE2sYtS9d4Xt2DUDOHeVlDJCLsR6kiEv2+DGiiHEBkQAwDKxkQpkD3GXGue4xslcxEGTqEuMet3jOsTELErPZ32RxkxYju0ILiZqBA4hKiBYFJpFxGdR0tdpk9vdQsvnEdjXtc4JFbbEMEqaG628hd2UA2DpLTJAy+iugIlQ0IGTHMEGWDKNHWP6sRpUOkS5SSUpdRGVBKjSh9NOREKsSwhEoVDaVdz+ZQlChDonTRUBCzeTQMvP0eZHVKpoisEYMSqRJZppQ6UXpoCJRSpQw9NDRQKYElywEBdBWlBxLRsGDkMOMcFMw1YMlyTnOQA57lBVLuR6VO4LARzboC8RCEaSQERA8iup+gKwSZJsQlgh60F/sQ6VhsZd1zeLfFOw6Q4gBIHckmQA8Aa37vFFbCYa+R9bpqwg7tO7kvEHcdEeSo7z/d5flcQLnkgpYWFHuMoC+duI7Bci2u2XzCjJP+q7ZXyt1Gdov6vlDbZ3EfMIR42PoJTcs5HVnbWdPyMC4BIyhvMWKe0vqRIZS3QT4JeQZhFYICTbvOCNFVhHUTJxRfR+LQ8llyhDYSDyFxHYpbjjgPlIdMeDC6zdrKMo9JafeUt/p+70MYQDYH8YDNTffZ/MLUke+luB/JWigN3xdqZRvCPvuOoAtZ8BjssfIh2QBhFarz1o+uWR+hNFcGXbH4lvutNEWYgPKAxZOKjTG6ACQchnwK9DbLA/q29/M5F5qsgR6074J8DvQw3e5hnnjB/+HZF57P+T/yS9/ht3vCfxeISEvsH6eEhISEhISEhISEhO8RkhghISEhISEhISEhIeEbQkSeB7wN+BVVfaNf+1kRuVJEuiKyX0T+TkS2f5N2TheRDx31zLtFZMtRn/+liFwmIr8N0Ol0ePGLX0yMkZe//OUsLCywZcsWXvva196u3TuWaVhZWeHCCy9kYWGBdrvNYx7zGK666qrvOA5nnXUWIQQ+/tGrMPFBFygQlEgfIXNBQsko71DmE0RZxezl+3biVxTYMCKUMRka/ITwyInZqpG/DI1YljWM1B3ZqXuiE/RLfuK876fFS2tTCm83c7LR7e112YjFeNj7ViNL9aCVaKfr9xYIa+YuwDpHariPreW7KIGoSwgjj84qkKNjQhQQGSGy5J/3gBLNApHChA26fqRd9fmzCogJL8LQy5oPgEOYgGDZmpOBk5PBifeSKCVRhChDVDaIWSDKul8viNIjhgqlLBEzKEOFUiKlrFLmTcpsjVivUNYzyjCgzGo2HomoFKjkIENUbF1Ue+4cgH2OoOIuBiIWh7BmQgTpYSf/owlUZB2VEhW1tZccGKJibgpKF0LwfDEHBg01i6MIUNg1qRKl7zEv/OT6qjlQSPR+g8d2YD9lBVBf3wJhCStbcJhQrhLWu2Td/cjhZVhehdG6Py+WlzoilGuEchkhAuvm/qEbto7q/QwHMNhrpQZGB5DYt/60tPWlNAJ7nOcc9hwbCxB87XXkOZuZQICBxVIP2bjLg95GtNzVg0hZIuWyOVtEJ7PjyE/d9xAUwhAT7yxbjHSft40Letwpgp7vw6ELggBW3KVj6A4E4708fnZk+zCu+D485P3h8Tnk81nGyo24oEjF2/F28c+0i2iJxAMe6wKKJUspPeTOD5hAoTzg+eTfD6zb+DCxjTlArHu/60AfiQVS7EXU10eH5kBAzfJFxNfmsMVcly1Pw8hcQ7TrbQ09Xp4XoQ+Z+vcakKuP9TDkdRdWlT7PFW/7kL8fWs6x4uMdOtF1QAAAIABJREFUEFmhJKcM0JyssX3bBD/9M8+C/AQSEu4KIhJE5Gf8vz32A18B9ojI9SLy/4rI/e7rMSYkJCQkJCQkJCR8vyO/rweQkJCQkJCQkJCQkPCfFyJyEfAC4Cmq+qGjPqoCL8P+sD8HvBZ4N/Dou2lnK/Ap4M+BF2IFy18FfFBEflBVo9/6aOA2gLe85S087WlP49prr+XMM8/k05/+NB//+Md51rOexXnnncfZZ599p35UlR/90R+l0+lw2WWXMTMzwyWXXMK5557LV7/6VbZu3fodxWPr9lku+7svc96PnEXGFJEeSkHGJMoaObMoPQb1k6jEg4zCAq3yX4CmWZRrzX7GiGgDkVmUJioziAxQJkDXkHCMnxzvM7b5N+eDmhPUTWACIz3rmOV+HfBT2TKFlXGYM3JTctAG6Doii04OrmHW/i1UbvP268AEqqUTihXM9r+OkFnb2raSDjJvp+9R0GlgSAgLCAOMXO2g2gD2gs6AKDHMAEqIPZDMygvIPBI2nHyd9HFvAV1DGSEyCcyYe0E4BnQVyTtEmSaUNxPDsQglKvPmzJAVEFdRqaAyD1SQGFEUFUHCsUQ1NwukCTIH5S40O8Vj0rRxxL1WQoAc1Uk/gT8F5CgCMu3zbCIEkBaqBegsyEG3lZ8B9qMsINIHaqhWgVmc1bY4UQGmgYAiBOas6oS0zAVCO9iJ/S3AIZAawhSqh1DZSswqoBGVKSTWQfYDAWHaNCc0TABCABasH5mwMWjH3QIWCaN1sl4JcR6KFYjTMCyg0rTcC9sgRhBFwjxCBZhEVdGyaaS1tIA+Moxo3kFGXaSyHeJ+I8XzSYgVy91xGQbcwYLC12TGHACYsvxixnN9O4RDTobPGQmeH+sn7tdBOrYfgu+LUEGYAK142YwqEjrWr3a8NEXVlkGOwQj8w75XxdZcchcSTdteCDdbDIN4SQssD8TJ82zWif7CXCcoIdtqwoSgtjdlGmQXsNWFAtM2/7DX2haxuZD7Zw1rO2xB2IBRD4qm7dFsqwkgYmnlDvIFc28I22xcoeN99q3UB6WXE6lZXGPNRDXZNkQH1lZoocyb4Iftns8ty1vdY21LD40VJDRszCXm0BBmQSb8u6dmccyOMRFEuWb3ZPNQ7IfKiS5IyDy390E4FhMBNYAqhEVQRSUQ8xOs3AkLwICNDZhs691/YSfcPeSb3/J9gk8AHwNeAlw3/m8NEZkBHge8RkQ+oKp/dR+OMSEhISEhISEhIeH7GskZISEhISEhISEhISHh7nA+8LvAT91BiICq/oWqflhVb1TVfwWeBTxKRI65m7aeBXxBVX9bVb+sql8Efh54CHDOUfetAL8GcMEFF3DWWWexe/duXv3qV3PyySfzzGc+k+OOO45PfOITd9nJJz7xCa699lre+9738tCHPpSTTjqJiy66iB07dvDOd77zO4kFitJqNVhb6yNMEBkYWU5OpAu0rJY6RuKv54qwShmmMfJTzJpcS5A2IYqR1/FmSmkykhqlFMRwDAUbREpUvSZ7jEDfTzrXodjrBPI0djQ/g+JWjJDNMIeERbO2J/MT3gOEaTvxrOtGFJZLoAcRmfI5ZlAe9mWYNr5Kc2LcC/SM1GVgRLAso7qGagVliDKF6jJRB6AVYlxGdclIcyKQE+MqcAANLYogjCpbGMlhRpkyyqYZhRpl2EosD6NxFaSGxh5RD6PZIlGHRKlT6gboIcr8OJSCSB2Na6jutpIGoYaGBTSuQDxIDA1zNghzaHnIYid1O90eD0EYW81HP52+y8nRAWhAdR0rNxAAMYFEXAPdD9RRChNmaGlxoYbGDVRXXOTRRzWimqNxF8rISHBpoaq+Tlie0CDGHrBvs21kDXQKWEKpo3GIql0T7RIRSiaJ5a2UUhKlhVCFOCDorYiCaI5oxce9B7Ru46XrYpI+aEnZmKfMl9FKgNA7UlaguNkdCxr2UoXyJtNUDCKs7YdeAcs3wCAHLQhlD5EFd/oY2HPDfSaGCZ0jQoTiVhMWZNOerwLFTRihn7kYZ4s9V/QwJ4dVkFlzTdB13xf7oDhgpDxiMS52QVxBwrSJRjTztr1Eha4bOc4hiw1VI811A3MlWIdQt9IIegDyrTYuqcJov/WpJgYhLMJoD2jf5sHIxAlxv8WZCsSeO3/M2+caTIhT3Aay1a9VvBTDLhsPWNvlQXc+GAsRvPyCrtgY6VvblS2YuwJQRii/7vnes/biisVccptHmPS291vbse/fOy6CoeolYpZdHNC376SQI8XXjdjO6hZ3HUJ5s69t1YQJxRKMdgEtNktcyLzFJBb2XVTcDDpn66pqMYheEoMqMUyjZc/3YZXrv9wHgc703f2T841x/XXX8cDTT+Dmr37223o+4b8MzlPVi1T1i0eJHlHVw6r6PlX9f4D33IfjS0hISEhISEhISPi+RxIjJCQkJCQkJCQkJCTcHa4Dvga8TMZstUNEzhKRS0XkZhHpAuM6CD9wN22dDTxaRNbGL+BW/+zEo+77N1Utx28WFxd54AMfeLuGFhcX2b9//112cvXVV9Pv95mfn2diYmLzdd111/G1r33tHk77riEIBw8sc79Tt2HEfhXIiAwJNDFbcSMOlQES5lFgVJ3HyjAUkG0xgpAeghDiGlG2gQzQkBNDm1I20NCmzCaJYQOVSbP2p+nE5ZqRkNKGchk74d/3tnMj76QGLDlxOECIfop9aCSfVPyk9KQ9rxFRQRhCaKNMo2o28EifIDN2el8GiFSBZVQ7iNQRWUekgoiRqEIFZAORCYTM3Q3M5j1IA5glUjKsbGWYNRlVT2aUbWFYmUSzFipqP0PHSeg6hDoaB0a4ygiyNpotmLBCGnYtNF1A4DXp4wpkc6jMYqfqMyBCqGGOEH3/veoxqiA6sudlweInVWCESA7MoboBZCYECG2QGZQ1hAyh6afoJ4C+x6Rpp+ppmNM/68iYhJYMGZeqCAuIFAhDc6AIEZi1fhCEOoQNGzc9RDJEGiDrKHUbkwyJ+fEoQqQCuk5GQWCGoD2C9jwGJXbCvYexyHUI66B1ymqbopHDxBbi5DSxOUOs5ERdRfPtKCVKboSzKMg2kAIZDQkbNcJyl6CzhNX9SADyFmQD60Mrduo+n7GT+KomhtCu5S6TULpVP33IthvBL0Nbd10COkZ6swFZCyurULVXXINsBkLu4hu1dvJ5kEkj1zU/qm0B9ZyKy9Y2DWAdsoaT+3XLgXLN2pBZO9FPxQj7fBrClIsXggkFKlt8Tw0sH0Jp/YamtS01a1MHbAoWwMd0wPNxHbK2EfaxZ/fpAXMbCNMWs5D5XqhB3rY45017rxu+x0vLpU2XhAkfVwuyBSvrQGF5EDIIM6Bdz+fcck4bFjOp+fPuWqAFQTcgPwZkw56PXes322JjUBeTiELuQgPJIFjuWnzlqBxY8TUYi6/suxbJUdYha4JsJcYeT3/mZ3nVK3+FWuPke/4lXq552Q543atewP6Dq7z1zX9wz59P+C8HVR0BiMgDReSn/PWAu7onISEhISEhISEhIeHeQSrTkJCQkJCQkJCQkJBwd9gD/DjwceBjInK+qi6JSAv4KGZ9/HPAfqxUwxVsHuO9EwLwIaxEwx2x76jfb0cKiAiVSoU7XosxcleIMbK4uMgVV1xxp88mJyfv4ol7DkVZXe1z/wfNm+U/Gyh965c1hJo7JIyAQJFVkOosjf7njRgXBW1hp4G7oCuEsIVMDxh3mgWsjMIUqgOQNVRKCMtAy9rQnhO5h4C2EXpqJRHM2nwDczBYAaac8O0a8S5e6kEKO00uJXDQyNS4auPShpH/CIEByipoG7P8HwHjWvPjvpeAAUqByLSd1qYAXUdRRDo+vlXQjCg5IhWKTCmzkjLLEUBDsHIIZOQlIA0kLiFaJyu7BA0gAdHDbrc/NNI59oFlJ17xE+o9kK6f8A6AIto1NwKGQAthGbSPxj6EGUQD6EETcoRxbg1RtXZEVkFrqK4jYmstugZ62MQYuobKEGECZRlh3U/r5wgRWMJEAHXjyLVEZNnjrOaQwQawBvQJOoVymLFbATJEdBLVFUT6iPaJGlzkseI5V0VUAAVZ8vXB2tUuwgYS1yEsoixb2zLCCP0OSNfcHXKlzEYWhuoaZH001HxeiughI/s1WDy1a6KY4QbEWegdhFp/c9egM06oLxnxHPdDNmluCR4jOGSxiV0bj8xY3mvP83fFSwv07fS+Di0uYc4I9XjY9le5z07nl8vmJkHdSkJoabHVge0LWfZc7top/di0tY/7/J6RuSXoyPKC6J8Fc2bQFdA6xNzXswdlz/qOKx7TNd/nYqIXPehrMXJXhOjX1An5wtwHWDbiP+ZG5NM3AZK2rc1iv+3xcYkUaQKHbT5x6C4P4qUrSrsnlOY+EPe5ECLYe+3ZdwNDFzkctP7iGiLRnDtYMQcRGdgzDH3thmisI6IWMz1s4guCv+/5/HsmnioP25hjaeOSSc/dFRNrxPHz+y02NOy7Lg5BDyHSQnUVCHzwwzciIePCZ/2h74F7gNF+nvkr/5Orrr2Rq669id279/L7zz2LF7/hYzznJbvZtm3bPWvn+wHir//iEJEAXISptK5S1Uvu4p4OcClwLPBFbOYPFJFbgJ1qSZWQkJCQkJCQkJCQcC8iiRESEhISEhISEhISEu4WqrpLRB6LCRIuF5HzgeMx8cFLVfXrACLylG/S1OeBpwI335unEM866yz27dtHCIEdO3Z819qNDHjlq38TVeVxP3IazkD6C0Cd2znqumSUeYcin0GHu9nkzERNJACEckiUPplGLyXQAsSJIiWKEcxBQW7XH0b8q2D/Wxf9vWIuB6Xb65f2mT1g77V2+3FqNHGFBDSEzbmIFqAjRAZYmYmhCxoEExwMUN0gSukkIpvjK0MdkSpBa6j2AUElI4Y6KjXKrIIR6ONYWa9F3qbIG2S0KZkABuSjNSoxt/GrgJfGECZQKTxUYk4VkhPDBHbivGZuBaiFhRIJk5jDBCgNlIzAHBL75DGnzGqoNBHNrTwCFVTExANaEiisrAIRiARKF2eUCAVQWNxckGKnztXDUpgQREt3YBi7NRRH3lNurr9o6c8XRtbK6Ki2xftWj8cIlWAiAQBVVHJ3MRDLHVUCQ1TXieQgtu5CxYanEHRAiCOgjUqNmGeUeYNN9wHJCbGH6DpBo403KmQCFROMEALUc8jKo3Ku6qIKz+0YOeJe4PtBSxj6PRW/VkZ/zj/Hc/yofWf5M14TNWEKavHfvM6R59QJ+vHYqXhu6Z3blqOuqVpJgVEJUWwtxV0Fjh7XeB+C75XS3Byij0GO7DuOyqUjr6O/Q8b9V3yshfcVPZZiaRaP7D2kbgKAEJz4H489srnQcFRsXMCy+eehuDk+EYVYoqGwtR0/LhUXbejtX3rU77E8Kh/vMDepQuZrFMTX6qihjMeo43XMsD2trHZLXvjS63jrxS+850IEgNEBrr7mOq7+0kE2NjbYe2CZh539IJ7x1GP4/d/7Zf70bf94z9tKuNcgIn8B/BiwX1UfcNT1HwbeiCXC21T1NcBOYDumxrntbpq8CHNuOndcpsFFDK8BXgU8916aSkJCQkJCQkJCQkKCI4kREhISEhISEhISEhK+IVR1jwsSLsdECedhR3+fIyJ/ApyG/cH/G+FPgGcA7xGR1wIHgB2YQOEFqtr9boz1vPPO4xGPeAQ7d+7kda97Haeeeip79+7lIx/5COeddx6PetSjvq121/r7ePUr3sazX3geE81ZAAI1I3WJCHWUEYE2yoBAlUAbtEtZOQbN9gETkG31kgu7gQpIFZFFREpzVtCGEW8KyFYnPEHZQHTaTkxLHWQedA2YcYv0SWAas2dXFwfkILMgbT/9PL4WQI7FTqA3jTSUqgkhpAkyZ2S2RqDpz8w5MXrYyeGGkeqyjSDrKDmqOSotNFSQrCRok1IUkQzVCTRUIVtEEGAZI/AzAjOAolRRCgINIkJgEaGHZA0/3x0R2j6Opt2rTZRZMi38pHWVqHtt0SQACygZIkvuqNAwQUOYMncFrVICQZrErO0uBhYLKXajNI1IDVtAGuZWoGtAzdYvHAN6yOKuLe93C9BzUtwIVMgRKUHqqDS8LECOCRQWMLv6FczZIQcadupfD2PuAU0bt7RMEEJAZMKcHaSK0kekjcq0jc/FFypNKyEiEz7OGibSaLvwRVFqnuU1hEVzS5AJd52Y8Pdty6W4RswCQVdRmUSYgtCFqthcNYP6AuiqixHqNu4cKI/DTsR3zAFA3ekgm7DfyxVzDIgDz8EpyNah2G2xlCowCdkJFl9qrjmomouA5OYKUK5b7OhbOYCwYIKRcizWqQBeziMsGckfJm3M+QlW7mG8dlL1cggCYdbcDyrzULiDSL5g+TGMNo9QxUoLlNa3KoSWaQgqJ4Iue05UTUSguZPwMybYiLs9t7DckgxiDcq+lyHJIb+fOUBQWNmCKJBtszyRcZ5M+r1YvMelOMKC7d/8WMvfWPf5Nu19vsOcKxharmmAbBsiG2hoWc6G3GKYtRFtWdtxH8iiz/sYm4Mc8LxuuihjBrRtv2c+R6lz0y1wwtkf5sp/fgrnPKjKJz8TeNxPfIoDX/1pZucWgTVUc2KooXT4y7++hf/xsNN5whN/9559eY9RLLNtywJ86SBfv+Eqvn7zXnaceCxP23kjT/2NK62EQzbxrbWZcG/gL4E3A+8YXxCRDPtviPMx0cGVIvJB4BTgs6r6VhF5L/bfKHfEecAZYyECgKpGEXkp8KV7bRYJCQkJCQkJCQkJCZsI9/UAEhISEhISEhISEhL+80NV9wGP87cfB34BeDLwb8DLgOd/k+d3A4/Ajsd+BLgeIxcG/vquQET48Ic/zLnnnssznvEMTjnlFJ761Kfy1a9+lZmZGd71rndx0UUX8a53vYuNjY173O75j/9xJiebvOT3fxJjD3PTCxDMup4MQfy9lZVQCtRPZatUsP/9WgeGkE0b4RlmEHqMLbODBFSH/t6OPCtOoEvVyHQEs48fn8oORhpqHxMYdOy9zNgJacXJwNw+J/pJY0Dr3lcG0kI1wyzwu0g2Y8IJmTXr+TjuL3NBQmkx1wKhhkoVQiCGFqXklKGBMiRKlZjViVJHY0nJOhkdAhUCHSI9j5N40QI/cY+gKGgDJbiIoWHXMEeBKAKSU4Y6Sk7UVSTbCqEOMouyARTmEiBN1F0AzBXB54KgQYAqZahRhhYaV9FsKyK5x9Nt5zV4vMcn/t3kQxreFhZngc1j3jqueS9+cHzdyeIK0MbcJza8bfG1KTdr2x9pO/ga2mlxjX7CnMzioiBs2OciWFkLNbHKWFgSXOighV8b58/6kd8RH4vn7JjgjutYGQ5zubAY9C0PKpNQq0Njjvf+w1eQY97jbQUTHIxPuKta6Yyxo4c2oFQo+j5nz/sI0INyaDGSHMZCCzJ3CWh6DgcIEx5r/MS+uBhFrIxD2TWBQ8xBF6zMQIxQeC5Fd6VQF4/IhO0TMmtbfYPGocc2t5/l0EQUlUUXCm2B4pC35WMoRhCKzZIhJuzwsYYJ37sRdMnEAlSsrEHs2tg3cw4b59hRIjRtvKIuUuFI7jAwYYTiAoxl/z7IIcxAucYnr/gasvhuZOs/IIvvQRbegcz9CbLwd8jCpTzuyZd7rjV9zwWf18DzTogCyioxXyRKBQ3TJmLRvs1XGjYfrfqaqDkhbH5f5Ry7vcWe65/Cgx/QNuGGfzepRlQGtm9C7t9ROVd85j940o//ICLf4p+z8lmWVu2fmlf+3nM595GnMpHfxEQrp7s2/NbaSvh2MSciVx31uvCON6jqpzCng6PxUOA/VPVGVR0Cf4O5ItyG1cABS/y7wlCtDs4d+yn4Lv63R0JCQkJCQkJCQkLC3SM5IyQkJCQkJCQkJCQk3Amq+ot3ce0A8KCjLr3nDrfIUffedPR7v3YD8JPfSp+XXXbZne773Oc+d7v3N9100+3et9tt3vjGN/LGN75x89qVV17J+eefzxlnnME555zDO97xDl74whdy6aWX8pCHPOTuhgTAK171Aq761y/xqesuQkIfpU6gRWREZMVFCNFdEfooPTuNT0GQDImroF1giJ16XoU4PjlftU5iH0LVyg5Ix3vebz+kb+UF4hJW091FBTJpJ+cZYdbtDWCAbLa9jC1B3/qjakSkZhBv9bY3QLaguobomp2yV+N0NC5j5OkBI/dZhrjqqzoJTEG8DSggDJDsRIq8Rhn6RFk3p4hsnpJVzAVhsCnaiCxhQovD5ghBF6HPmPwMtIkcsDZ0g4o2iZIR2e/j6yOylahdlC6CUIpCqCAso1Jg9ehrNn96qJSITiOhSdQDCAOUVUQWQSsUYRUrhTAkhgohriCsI7pmLgJaMbJfzI1A6EDcZ0ICSmAKDR0k7kN13WO3FSRH9DAwMFcEbVg/9EBHJpKINYQB5qgwAGZQDiG6bvGVDsqkn1of97cIVAmsodpDpWbkNQFhxYUIE2gsvS9zWJBQ4Vee9c+88903AJDngempOqedNsNTnjTHM37heCrVgeWKbEA8aEQ7G+asoF3LFTUXCSOVe1Cpu1uACzTiPiP1w5SJNsrdRkLHDXNAYAXKw5joYd2I67gCUkAZrK+4bif3tQFZxYQRo6+ZGCasQeYOH+Vu3wPr5j4SDxiZv1keIkKx4iKHPUam6z5zQwgB4oQJc4qvu8imC+EHTJhT7rLnYw/yrTDcB+ouFuOSDMVh65/d5ohQHAAZl6KfgTgF+jUTJYQ1dw+IUN7m4x64k8I+i3PZg9A28UNchnLDTu1nC1DeYvMsFcI2c0cob7ZYcRiy401sUu63uAd3QNHDLhJYBZnk4ec02PPFx7s4puGioyU++E+38szf+grPfvpJaNZCy9t8jVfclaIEPQC6Abhjgi6BDNHYBW0im+Kdnn1PhRlbE+nZ2MKiiSniMpmssGW+hgkuWp6noHTRWEWDuKhoBNLi0KEuiwtj4c89xyAcxyte/Au8+OUXc9NNu/jQW86CsstXbjjAafebOSLQ+u+Cb6HCxXcRB1X1nG/jue3ArUe9vw14GFa24Y9F5FHAp+7m2bqInMmdZyxs2pAkJCQkJCQkJCQkJNybSGKEhISEhISEhISEhITva6yvr7Nz504uvvhidu7cuXn90ksvZefOndx4443U6/W7fPYzn/8bXvl7f8Qr//BnOOm0FurE/7j6Oe5+oASgS2QDZYRQAAEpV8iLPYh2MRJveIS8jREkIjQIskrQDpEKQoaSAyPQEqVOZBWhS9CNo1wONoC+nwSPCJkRedozotjLAqB9Iw4l+mclMDRSkICy4mTfEKXECGaxMTJ08lxs7Ayc3A12HwXm9mDtUI5LEwzsIDer1gZDdyKoAEKkjzACn69QoAw9qjmRrsd2gGgfZYho5kR9AdS93zXAykQIOWgksuaxqbrTghrRryWwijK0vnTDxqorIJlfGyGUBEpbM12xdRzzVrpm8ZQK6AbC0GLqbgSiI4gbiPQ8Dmu+7mtA4WUggp/EXwFv2U719309Mwg5ohGRnpfLUIuXumABcWK3h7Jq41Y73Z/HDUSXLD9DaTHXvpO8A3cVKHj8Y+Z4+1sexEhbHDhU5ZOf2sVFr7mKd73n63z078+jNaFWAkDNXcLKh4zzd+ykEBmLPey6+vrgzwUj7aPnEqXlri5BsQSyDjFzIjiaaEcLy7988sgp+7JvOR0KH8PA7okHTdwQ+0fGGA8Y4R77IENzg4jqbQ9dIDFp5Ry0b+UbRqswEijWTYBRmYD8oJH5rFvubLo1rNh6ipW8sLmuQF4CDZuzDPw5TLwSR1AOIPcyKnrI5qPrNm+p+HxWre1y7DyRuYhiHSqFOykMYLBqbWf7XSjU9zysumAFv1ZiZT8ClIU5QkgGoUI1r7JlrvB9UYAM+PK/93nRK2/gpb++nZ/88UlUl3jJ7/8bf/+hPdyya8DifIOfevJ2XvHirdRrAox4xeu+wPs+eAsvff52/terbmL/wRGPf+Q8b3v9DuY6BTfd1uWEh3/wTt+txx3b5KYrH8FNtyxzwkOv4cp/ehTnPHjKhVvw2av38Xuv/hxfvWGF00+d4OI/vD9nnt1GtaTbXeOCCy7giiuu4NChQ+zYsYMXvvCFPP3pT99s/7GPfSynnXYarVaLSy65hEoe2LN3Pz/0iBk++Ibt1JpDKAuGvS4VKbwURuNO40z4T4G7kk6oqvaBX/4mz+4F/vAbfJaQkJCQkJCQkJCQcC8jlWlISEhISEhISEhISPiOICJTIvJeEfmKiHxZRP6HiGwTkY+LyKUiMuH3nSIinxSRa/2+P/tejO8DH/gAZ5xxxu2ECAA7d+7kjDPO4P3vf/9dPhdj5ImPfwYPf8ypXPi8HwJyhCpGhGcIYzKyQqDu5RnqBKpkZUlt0KM2WkJoIVJHaAIToE1rY7OW+yRCy8ox0EKpustBE6WGMrn50+q41460EytuKV+1z7VlY5K2nf6WNtAwkk0m7HeaQMuECkzaaX1aKE07HU7L26/5vVU73Yy1LTLhJ859PtQQraNaQTR4fCoIzc14icfJ4mX16dXvszE1/Jna5r1KA6GKSM3u1fG9VRuLjp+Z8HaaKBP+efPIfTRRrR7pRyubc7H76va5NryvFiVTxNBGZcpOftMGpryNtsepiYYZt8hveZsNj3nNrzW9v7adPld/nqrHru5jmLD1kLo978+o1rxPv3fcNk1vuwrqz1JHtIXEDGLV87F5hxyY9L4r1Go5WxbbbN+2wBlnbOPXn/Mw/vkfHs81X1zl9X98I1BneSXnl37tehZO+CiTW9/DD//EJ7j+KwVCHZEmMMk73nOQ487+PM3jP8ePPe1q9h3wPzNIy/tr8NZ3HuCkR36R6olXc9KjPsefvWsXmntspYEc/09c/Nd72XnhjTRP/yInn3sVn/jMgNv2Bp7w8zfQOvUjXysJAAAgAElEQVRqHvyEz/H5Lw1A2sRsggMrbS549jUc85BP0Tj5Su5/3r/x9r9dPrJGm2vcMZcB6vZTahCm7ffQgNDxveIiBa35uGt2et9zHJ30PVQ70k7WgWzS1jb4Gldm7FoYXxvnhe/3cf7Ehq2d1t0RoAOxZtfKKkTPOx3v57p9xpSNIfoeiDVzdqB2ZI/72uB7G/FnfD0sHztH8lQ6LHeFJ//SF3jMD3a46LdOsbZilVazydve9ACu/+y5vPn1j+I977+NP/jDPe6m0ARq3HRrn7/9+yXe9/YH8ZH3PJprruvyO6+9FbImxx6zyJ4vPIk9X/xx9nzh4fz7vzyc445t8tiHLx41Ro7ElhYAv/2yf+cPXvYwPnv5EznhuDY7L/g8hw412LV7RLW6nbPOOovLLruM66+/nuc973n86q/+KpdffjlH46/+6q9QVa644grOPvNkTjlxlr94xTHU6m2oTkNs8IP37/CZaw4z6N2xMsD3J0Rk6j7sviMifyYiT/oWn7sNOPao98cAu+/Jg6r6WFV93N29vsVxJCQkJCQkJCQkJCR8G0hihISEhISEhISEhISE7xRvBD6iqqdiZRy+DPw68FzgbcDP+n1vAv5IVR+sqqcBf/y9GNzXvvY1zjnnrp2hzz77bG688ca7/OzvPvDnrHX7/M1HfpuSdcIm6a1ehgGEQKCFUqB+gj4f9WhtHKY2upV8tEFtuNeIe2nbqd+siZGlAG00rpqQgKqVd9caiKKaAR1zR5AaMVRNsBDmsTINhZddEJBpRFesTrxMetuTZvEuk9a/5n5SO2DOCtObteBVKkauyqSdTJeB2euTGZGpa3aiWibNnV+mbQwEoINqIOjI2lZBaAHqPgDBnQsm3E1iQEbbY9dGGWAn/y2+5jIh7hnQIlJD1EYqUcHbUQYIbXc+mPD49xAmMTeDDnYav0Bo+9oFTEiifi34y06hqxpZHGWdKFOMsgnKsEgZ2gwzpahsY5R3KPNtFFmNIsCocjxFNkORT1GEFkVWp8yOoQgdyrzFKJumyCcoZYaYLVKGDYpshpg1iNkMMUwRZeDEtJcViBWENWDaxq2KKDYfnQINdlRY3VEgVi1XylXQOmE0hKJq5Q7KZSOetWnrrw3MvcBEG6IjgufF6afP8UOPP5YPfPBG0Aq/9vxP8K9Xr/C+v/5h/uVjP0yjUeVJP3UFG/0caPF/r7yRX/z1a7jwZ0/g2ssfyZN+6Dh+73XXeP6ZaOcDH7qV5/zOF/iNZ5zAtVc8mWc/60x+7aXX8L5PC+sTpzGYOB2A33/Tdfz0zhP4wofP4Zwz5rngOf+HX37R9Tz750/kmg8/jG1bWvzib16BkqPZHBsbBWc+YIbLLnkk13/skTzvl+7Hr77kGi6/Yr/natXyVNeBEWQzoMHKEZTL5iiQdWz/hMkjThnZLG7rYfGjAjIHQe30fD5v94VZczvQIeRzlkf1eaALeQ0qs+6eIGz+6UU7Zg5R4n1kENsmKCgO2XoPI5QdiKWVa8jn3JVi2t0cRlaugaqNg+BpPOP7OrM+Jbf9LG0r8ZJ5+RfpWOe6anOgTozKzzzr/5Jl8Fd/+khEqmhUCDm/+4LTeMTDdnD8sZM88fxjePFvnsnfvH8XJhpog65TFPD2N5/JGQ84loc/ZBsX/uwPcPmnlyC0yCrCloU2WxZgYXE7v/myG9gyX+ctr3uYz8vdJWIPE1LY2995wZk84XEdHnDqFt72x2ezsRF57gs+xxkP3M6P/NhLeNGLXsSDH/xgduzYwYUXXshTnvIU3v3ud9/uO/yEE07gDW94A6eeeirN5gSv+I2Hs31uytZwfQnyOouL82xfbHH9v/+3OSRv9YvkPnjBiqpeqKr/8C2O+UrgfiJygohUgZ8G7my3cRcQkYeIyJaj3v+8iyTfJCIz3+I4EhISEhISEhISEhK+DSQxQkJCQkJCQkJCQkLCtw0RmQQeDfw5gKoOVXUZY8Siv8YWy1uxE474vV/6XozxxBNP5KqrrrrLz66++mp27Nhxl59d/Kdv5bQH/gCV6oAMI/CMQG9iRHwdoQEoeZyEco2sVCrFOlnsUhllVIpbEZlAJDNyMCz4SWe1E9mhi4Qt1q4GgjQReub6TxOhhDDnpR8axNDELNUXIQazmZcGoj1rmwZQuiChB7Ids42v+QnwkdnDyyRIRMMCUddh08FATISg014SYFwOYdZPbw+Q0AK6fpJ8GkQRaQPRiG2pABDoMC7XYKf0CzJaCJMuQKi6oKCDnT4fYe4TmX/edolADVEQHSG0CChBpjB3gL67ShS+LnMoGwh12GzbxBnijgDKOmMhRpAJFzOMENoIFUSEwDwqQ5BJoghlNgPZPEUWiPkMoyxDQ06ZH0cMgTKfIoaWfV7ZyiivEiuzFKFGzAOazVHmLTTkxHAMGgpimDGBSWigMg+h6XObILCC6DxBBwQCgRqiawSdJjAkhAkr78EqgRZBIEhBYA4plwnSJiuHSN4EFi2hRY7khectkrljRx+JEZEmp50yyddv7nHD13bxj/90Exf/0f/gUY9Y5IH3P51LLn4Iq92Cd73vVmDEG9+2l8c/eiu/8/xTOPl+2/nVX9jGTzzxJO8vg9Dg9Rf/Gz/3k8fznF+5P8ff/0Se8dyn8pMXnMnr3/Ql1lsnerkO+LmnnsZP71zgpJMWeelzjmPfgSFPeOwx7PyhBU4+eRu/9cwT+NKXlzm0PIFoyfZjj+NFzzyOB99/hh0nLHDh047lKT9yAu/++/+w+UnNxDH5vAkQdOBlDnqQbzcxQiysHISuWXyyWY/LLMSBCQJo+56ahxCslEJomXihOm/t67pfW4fKduuHANmElYlgw+6LgMyYgCFGy00V35/brSQDTSs9kc1AWPRyE03b69kUyBYTJOQtrLxD3/c+9nkoTdAiDSBCqEC2zeYdJm2fZdMgW12oIbz0NTfy2asPcuklP8pkC5AWEupQdnnvZcs8+kc/xrbT/5HJYy/hBb/7WW65zct0BBMoHXdMk05nxtoOTbZt28L+gwObu3SANZCt/PYrruGLX17j7y85l3ptA5UpoliJnBgWUVkjmpEOP/jQRUS2EqRPuz3NA07vcNXnb+PnfvbJqAZe9apXccYZZzA7O8vExATvf//7ueWWW273HX722Wdv/n7wwD5m55yTDhGax7lrRWTnE07nTX/0irv8d+D7CUf9e/2fFiLybuCzwCkicpuI/LKqFsBzgI9iYse/VdXr72GTb8VUaYjIo4HXAO/A6uR8T9yZEhISEhISEhISEv67I7+vB5CQkJCQkJCQkJCQ8F8aO4ADwNtF5EHA1cDzgDcD78T+4P8zfu8fAR8Xkc8A/wS83YULd4lut/tdGeD555///7P35nG2XWWZ//dda+8znzo13jG5mUhCEgiBEBTB6degMkYDIgRxasSBlradBxwaRZtGRcUGQUUaZPooxgRBVEBag4AQCEEDJOQmIdO9Ndwaznz23uv9/fGuqnuVIAqaoFkPn6Kq9jln7TXuSvI87/Pwwz/8w7z5zW/mSU960t71t7/97XzsYx/j8Y9//GfdSylZXx3w1Gd8GeN+PZLjU3ZLmoUWyhBlQlZu48IWRo5vwuweqmAEq7AfqTawOvYxw6mHMMPI/xLcMmiB6pTKB4psCrJAUIfIBqCo9nGyiIah1fUHjESUKA5ghBHuRexjbJsFjIMp4u/DSMoWwBYgKH3U7yNUExMqCDZGLWNkwRgfctBthBIVoZIyChamwATi2NStECRnPJsSCAiD6FxQRNGBQxhF54MayjhGMoyxMnEf51cQugQGQGBSlWShaW9hh0pykLGJKmijshPFDiOLiqCOyghRE1IoPs6DmtiABQJ9RBTVCY5OjMjYsfuLoOpN5CA7iHrUT2KsRBMYAW0m4zaVDJC9Mvpowc8Ic2GIZDMm3pDgEA2xH/Ox7RpIhdM2rlw1hwKm5n4Rxpwso49kuA5iu2Mgi9e24/wViGa4ah+uuAfI0MkGVXYAZGbiAAqQZcqyoqyUwVCBEnVLaFCELWYzRYDr/97jnPCQi5YZDCtgistP58Lze1z/D2P6ozb/8MkTfMN/OUh/mNkcuxUefvE6vAH6IwcoN9485MqnnU9/XNJ3TWb1Jpc86mH82dveTH/SYqJHADjz/MOcqA6QzY7T6piA4pwz2/THdaCk0zMi+dY7tqjXGlThBL/2O/fwx2+/mbuPD5nNArNCeeyjDtIfCajNCU4i6R5Jfjdv86FTc4mQkmGxYAR1dY+5TUjf5lYKkG1rIwztWqm2V/wclDMIahEOsxHkc7Ht0tasqszJgh5UG7ZmRLcDrcyxQEPcnwLMQ7FpLhbTkQmY6NhnXBcmI/ACpTOhhI+RE7Ot6PowMYcE56E6YU4bMgXJGE56ELYhNMCNbY+6Dm/900/xK6+8kT/8vSdyYF9Of2T91yzj7z7muPK57+LHf/AifuGFp9HrzfOOv7yDn/mF99may4xpUeGzjP6wgqqBMGY6c4Sgtge0AjnEG/7w4/z2627jz9/yWNrtBjuzebTaZjCxGpnRpGRnfIjR5BMADMeB/qiM7habTCYZg+GEr3jslbz4xS/mZS97GS95yUu46KKLaLfbvOhFL2JtbY3hcAhAVVXkeb73bD/9yDmsbuxYv2clNGpQrUPV4gXPavB13/dJPvnhN3H4/CfzpY7dMX4B2P17fea/WWf+dejFeKa3fS53BFV91ue4/g7gHV/APb2q7mZwfAvwalV9K/BWEbn+C2gvISEhISEhISEhIeFfiSRGSEhISEhISEhISEj4YpABjwB+QFU/KCK/AfyEqv4M/6QCU1V/X0T+HPgG4HLge0TkYao6vbeGu93uvV3+V6Pb7XLNNddw+eWX89rXvpZLL72U6667jhtuuIFrrrmGlZWVz/pMoGLjxCobm8dpdo0oDMyACiHDUaAogYLm+G7qs5FVr4cNqI8wm3TzBHC6gwQTD5SuT6vZR3QLwYFURp6HE6grmOWBkHUIYQAyNKECihOxiAem+GqAQ6MQYSMSn2MsTmGM6T8cSAm0I1k9AhrGd2oBDIAJKksE51EmoCNES4QyRgBsmdNBNcOFLoQxKn2qrIv6Icg8ygYqM5QuiKNyNSrfpdGZIHSiy8EsCg8sYsFEB7uk+iwKDyqEYXRREISSihnCiKwqyKqAhAoYEiQQ3DwiSyjbNg6GiM5Zm7IDhOiQMGecNEN2vfcdSsUkxiDUYhyEj/Mxi/3KbU6ZWlvircqeEVCgFECdVmcS27ZQCgcEpkA/CiR2onPDGBcGiEZbfQqQke0ntagEX03wYROoWZW+VqAnYr8nRpaHEbAJZFalr5P4+xSCM1FDNcVlG9HOf5ngA8H1UV9Z2w6yrCTzBZ3WJugY9W2CbOPCNp8+usZZZ3ao14zE7bQ2ybMMnCKqeFdQz8d0m/cgUsWfj0fiXGnURnbuWusQdhBRmnmfbi1HWyeYNA9SawScg0Z3Cl2rhK/tO4wcXiEfzmgVawD0WkO69Qm4nE7d/vNFMz9Btw4v+e0tfuv3buc3/ueFPPQ8odOq+KmXrrG6MaVbX43iAW/zRAFhw6bSDWO8yQB0y/otS3TrWxZdUO2Yg4BTm0M3iOdqwc5U3odsDH5g4h4Uig17v58Ai1HosGExD+XEzp7ftrPp5qKiKJgTQjUx4YlvxziF6JqwG7sQ1k2A4PuQnW7vqW3EfVKZsKDaAbZMoOQqu184bv2XORNVVAO6+TqUhTlASJ3rb7yD5//E9fyvn3oQ3/T1LRMr6HpcyynXX3+Mwwcb/MJPrkShUoPff/1qXN9VoEU9n+KkpNvaQMoZ0KNR6wNKt7EG1Pjb69b4oZ/9AG96xbl8xSNKYI2QVajMaLd3bF2bYzqdHZpN2z9///e38dALOsCE4WCLT3xqnYsecgmHDp/Lhz70IZ761KfyvOc9z86eKkePHmV+fp52u02328V7T61W2/s78tjHPJpr3vZbXPnIBuQtyB3USiiP021mXHCk4Oo//Ut++JJvJsu+9P9T2Rf493H37/VJv6L7Ftuq+rz7+J5eRLLorvBfgFPv/6W/0AkJCQkJCQkJCQn/CZD+wTshISEhISEhISEh4YvBncCdqvrB+PsfAT/xud6sqncDrwFeIyJ/DzwEc1P4d8Vll13GLbfcwlVXXcXRo0f5tm/7Nq644goajcbn+ETFWWefyUfefxcZXQoGOLooExwZjhaBAqjhdA7HBKEdCWOPuSRYxEJAY3VyDwSC34doB9ExwjISthDZh2gfRwMNGcg+0HvQGFUAXcR5VB3B9VAt8K5rVdn0T9rKuy6EPN5vH4R+rCzOIjG7ZNb0WoE2kVCRhdzIda2QShGmuFABHgl9+4wWZt2uGa4Yo1UOriSECcFlqExxzuOlQoIAPUxW0EGZxTHkCJ5AwDFvAgLakcTPsIiGAqED1KPgoxvnpYmKQiijWEFQrQFLIBvRBSFHKRGWgW1E27EPoMwhzHAyj9LA6QxlHqFC3DxKnQBWkS6dGIuxD2QTNEekTqDEsYiyjaOFYw4TLMwjTPHSRbUR+z0PVDiWMQFLC/YcIQocC0BA1aPUESYY2V0AeRSWbMTq/LFFYrBbdb+COVK0LWpAKwhjpPIQxhaPIcMonughYQKha8R1Vo8EOhiZ3QPXBGkgrsk//MM6f/HuNX7yRx7GBQ8+kxCUD3xoylc+ej+Egp1+i49/Ysh3PusskANceF6XD1w3tOgBAL/MBz78EfvZLYDvcsG5i1z74THf9awWEuYQhQ9ee5TzLjyM0IzxGYDklPmZDOYPMuqvA++gypfA53aWpBmPZh2kx7Uf/gxP+bqzeM4zLoHqOKqem269nflOE6ZRmOLaJhKQup0HBhZ9oBPwPShrJhyQLrgWFBNg2cQgtX12VkJlr+MsDsE1seLyXnSbEKgdMtGPrFjbrmPxC9MhDObtTLodyBch85DvszHpzPogHShLyE8DPW6xDJKbu0P9dGArCghq4GugB63ffsXmRadxX3AysoGJfV7aJnjQFRgfi1EODdbXR3zjd3+Sr3n0Et/6tAdzbL1hzwvtYVEOXc47R7jrno/xhj8c8OjLcv78vUd58x/fEddr0ZwlwlEgw4XdKJgGcMzmxc1zbF34pu98F9//XWfzZY88h2OrE/AdJGuyvJLZPoYYV7FoYwd+6deOsry8wKGD+/nFl95Inntm03Umkz7nnXceb3nLW7j22mtZXl7m5S9/ObfeeisPf/jD7/VpPh6PmQxPcM277+ANl53J056wj0ZWQqNnogQKnvvtD+Np3/V6TgxyXvIrr7rXdv4T4M74dcb93ZH7EG8C/p+IrGMP7L8BEJEHYcq9hISEhISEhISEhIR/ZyQxQkJCQkJCQkJCQkLCFwxVPSYid4jI+ar6Kazy8MZ7e6+IfAPwblUtROQAsATcdV/1tdlscuWVV37+NwKOGt/8jG/ip3/ixZQxisAq7UHJKDgRCekMGIDmoHcC8xjpPADmINx1sjJZJ6B1cxhwJaJNJBwDWmYLj4I20PAZs+mnhjAElgh6D2gHEY/KlCw4KsZkYWhVzGELqEFVmFU7LQhrQMOy4mNVM5XZ9yN1XFgFXYLqKELPohl0htNgJKZOjRANO9a2FliFfgOp1iC08K6OlBvgV9DyDjSfIy8aSCTuS9ZMYIEgTNFIPIcY26CYXXwgAEV0UihQdiJRvYPDE8IWQmH31i2ERWDLBAJaJzDB3BAEdBDbGQP1KHYoUcmodIayhdAFNkE6VDoxNwVpxbmbYKKBLYuRkClhL4xhALHtEJ0VLN4hJ2hAWQW6KJs42gT6wAihjcgYdATUCGzgtI7IBFUBDYhMY7RADaq7ga5FBGhmRK3eaSIF1o041yIKFnqIDHE6QELD9pxrx0iHCQTw0qeijmoDqjtBhelsxrHjY0LwrK5/nPf89TYv/bUP8YiHLfBDz3847fYOT/z6c3j+//g7XvmyKb25BX72xe9irlvjyisOgO7wgueex1c8+d388m98iqc/9UG899r3c9Wf3W2HSOwk/ej3HuKbv+ejXPrQFo95wgrvfO+neesbruU1f/wDcS9M4vcyClcypnUTCRW+aa4Erg2lVeTj66BDzjt7nrdcczvXfuAgy4uel7/mU9z6mREPv0AY70y56t3HueWuCeccmeOKrz9Ao1kakV+diOdibGdSWtb2dGrzyjr4AzC7E1zdyPVq20j+8jgwBpfZuap2xUxTcDXQTTvjOgZmUOUw3TQnhVkX3AbUDkJxl62rbwFbUA7t88W6CUZ0FEl5MdcEl0eHkwqo29n2c/a+atWEFdUq+IU4T2rtMbR+hhjb4JvW/6C8/a/u4fa7Rtx+14iDl9yrYz569xP5ke+/gB964fWMJ8rjv+YQP//jD+a//dj11hfdiW8ssQiTMVHVY18Cn7x5zOramF99xc386itu3mv7jNOa3PKRb97dKICH8k4bH/BLP3sRP/azH+FTn97mogfP8463fi0//5Jj/O6rf54XvvCF3HrrrTzhCU+g2WzyHd/xHTz72c/mxhs/+0/Phz70IS6//HIuPv8wQZXfu2aVH/0/t3P1yy/jsotzqE/Bd3j8I+7gBc99DFV5573OxX8G7P695gEkRlDVF4vIu4GDwF+omlcO9of6B+6/niUkJCQkJCQkJCQ8cCAn/zk8ISEhISEhISEhISHhXw8RuQT4XYyZPQp8p6pu3sv7fg14EkT2EV6qqn/wOdrU+/vfVQaDAd1ulw/c9Kucde4CAIExgsPTjTENO7TGt9OYrWPigxNGREorVk23QdcwcrDHYNCh0+4bYR6GOLeIqwqLdNBtStemqJ2L4qiiHb+QRRK6DzqMlfRCrjWkOoaEbfDLRliDxTnoFPy+mEcfYsSDB4lZ9awjYYYrS8QtI1Ufqk0jXl0nkuJjs233y1hsQYCqb9f9AauCLu+ImfCAP4AKbBRz5EtzBN9CmCcwQRkAuTkcEIASZYSjFdsWAiOgxNFFqBHYQanIyj55yIzkjLEF6hsEOY3ACGUToY7QspgHqVC1eATbkg5lBEwRuvF9W9YPAZEFgtRQtlECnrbxqXjgBCYKaWIuC4EqCiXGgyWanU1MBDHD00RpAX2UgFLiWYo/b9t8awNQhAzlBEqGo43TEh9GuHK3onwlChfKuJ8a0X1gK4oQCqvwR8zGX6f4ykNZ4alBuMf671cgzFBRyqwwIt+v8F+/7895/ZuMGPZemO/VufDCZb7xKQd53refS71WA9rcedeAn/vF9/C2dx5nMq14zKP28+u/cA4Xnd+Je67i9990Cz//ko+xdmLG1zzmIE983H5e8JMfIRz/hkioL/Lbr/kov/rKG7n9rgmnH1nkBT/6JJ71vY9FmeGos1++m9/7wxfwpKdfiDJlc124cOUFvPNPnsbXP2QH8pJP3tbigq9+Ox9/56N5yPkdNvvKf/3xm/jLv76bZkP4jqefxmCn5IPX97lnbcTFD2py6UWLXPfJITfctMPVr7iYyy7JINtvYgLUYhKY0h8/iO6cwOR2yCS6FxwEZkbuqzdhjjsY4x7WIJvHYkcUGIHr23zv1nyEHRgMYDgXRQvHoC5Q91A7HM/TMZhUEDoWJ+EwwYJrx6gIwQQl2yY0yJahXIvCoBlkS9H54Fg814Dfb9+rNbuH60Gl9AcduvoJ8B2ozUEQc9qQAdTbca/s7q+JxUS4LuiqSQs8kB2JLgxr8VnTQYJa5IweM6cO17MpobL2XM0cI8I2hAKqMfg51PVQGUdBQ9uiUFwXwqo5U7i52E4N9Bgqdd5wVYc/ueZGrrr6A5/zud3v9/ciDMbjMeeccw6vfOUrecKXn8W5lzyWq37uCJ8ZZHz///4kR9/9ZBrNHYvGcAf4xu/5EM95xlfytO96Le+79louedj5tLufHeNzf+PUMd4bRATV3T8In/XaJZeey0c//H/+3br3OSFfx6eBvwLepqr3roD5t76n7Nq27EGBrfv9HzASEhISEhISEhISHkBIYoSEhISEhISEhISEhC85fCmIEQBW9s1zxbMfyYte9i2R0K4wgUAjUtN9WsNP0JwNzAo+9M1WX8XiERAj26QAWgxGh+g0joHr40KB0DIiXbeAMUqdIj+d0s9RMUKkBO2CNFAdI4yNcKeH0CArb7KKeJogC2gYW5W/Eq3lWyZEEKvIR3pmO88OMEZCA6cNpOwj1SbgTgobwjowMxt4txxJyBMmcHBdqxSv7ontN6NgItAfZ8jKHNPmuQgNlBnmjg3QiVENfYQykvFzKCXQxwh/s+6vGCFMyMshWSVRIGHV/soc6vYTpI8yBRFE51Dy6KowwWIh5qP4YQdTM7QQaVLJBJia7T0dzO1ghDDDKrM7cb3HsW67g7klRLcBPOPBYZqdndg2sd/NKFgZofgYRxGFF2GEUxfbnpnrhShoG6eerFrFhQ2rmJcuqMPcGwLQNNI5zIAtIEZuqIL28cUJpKwQ5hGdGvErwQhl6mjYpqoL6lvm1EGGCS0qoIFKDxVBGSBa4LSGUxj2odveddNYZI9gpozr3YxCF3OMQHqYuGQTKIC2RRCEMcw2kVAwnPtyJo0jFPWatYOYcwQZFVuA4qhT75+g3v80zeknIlHfs/aLO6NbQA+ynkUdyBbMZoyP1zjnqR/lFc8/jcsv8pDl0NvHNe9f5ft+/SaOvv0cGvMLkC9DGIJugQj96Rl0mxipLyMT5Ph5m++wbecgWzCiv7wTQnRD8SuAQrUOUoJvm2CgmthZmQYIbdtTYRuyIeRdi7DQOJdrAyjb0OxBcwD5xKIpshWL2qjWTTRAHfwRc09g0wQV0jMBQLVj556mtY2e7LfrgnboDxxdd6sdA1k0kUC1AbUAtY61pVMTW+DNeYGWPdPYAmkQ6kfi/t9GwhRoItIzFw4ZRPHEAtCI+3QcnSK6FnlRrtsz0XGZ8MoAACAASURBVHXsK4xP7me/QnCgMjplz/dMlKN9EGVj6wAPe8w1PPe7nszPveh1ZNlnm32eStS/8Y1v5HWvex3vfOc7+YHnPpObr7+Wt72gSXagwRN+7m6+7an7ufLpDajnEDp838/cyVlnnsGP/cJfICJ87Vc9lPf8xeuh/rB7/ftwf+GLESMAPPI80ftJjHCdqj7yPr2nyK1EWQsnbTg6wMeA56rqbfdlfxISEhISEhISEhIeiHD3dwcSEhISEhISEhISEhK+VHHxI87h/X99M0INIbcKYCQKEcAI2BpG7op9qY/OCFZNj7j4WmY/uyaxBDpe7wCtk6/HdkQyuy61vfcqDpG6XZPYhkqkWhqYE0DsB8T3ifUTz96/AkoGbg71HYKrEXxOkNyuayQLcebuINkp4/H/qI/Wfj2+d/e6B9dDyGIvZG+8jnp0MXBRVOHi741T+udirEMeHQnyU9qQvXUQTnHbVg/UEWn8o/vJXp+z+OVRyWyupHNK23Ky7zjkH93TI9RwNP5JPySOsYHgT64bNfisa2J7RxqINJFT7inUgd1+7e4XGw9y6rzsruHuOrm99wfXIPh5Qt5DXQbOnxyP5HFedtfTxb3SPNm2gGpl/XBdVOZQV7dqdeL60zplnuJ6u45FG8S5tfu14leGkhEks3Z8HfVdslBRK3bIij4SSoQMh49z4k6esbyDz70R86fsjZN7bnctiOvY5qr39rn4nC6Xf9kiWjooMygclz/2DC4+p84fv2tg8+a7kLWN0HcefBQu5A0TOPh4jkRAcnu/a9iY/9F5akJonozSqLDfA1DFtcxq1n6tYW4Kcureiusq3vpTqfVPvEUqSNv2dhC7rs4iG3afCRLPv6+byETy2OfddfbWRjZnffDxLPh2FCn4KDzy8XPRGUXi9b2xNoAMqdQiRYIi6hBa8Ryduj7tuBd2n0+xj1Ut7qNTXtt7Lmao1FGJYyez5437x+9fWoQPvufpXHvttfzkjz+Hz4dbbrmFRz7ykYxGI1752j/it5//1bjgITR5xPnzHL1jGtfM2u+0G/ztdcdQVc4+Y4G/+uuPc+Kej3ze+/yHhNwPX/cDVPUsVT07fp0Vv1aAVwC/ff/0KiEhISEhISEhIeGBhc+WkSckJCQkJCQkJCQkJCQAcPHFD+GNr/9ThBylGYlnh6ONMLHAgew0tDiOaN2IOKaYOmAeXGnkJCWWU79rRV5HmeB8F6pYZa4xssCdhhBQ7WGV+YtYZXQTKFC1CniYoe4wEjbi5wtE2qjmQIHIPlSHoAtYzn0LZAH8CELPsuRlBfVjVFbwcgzKgt1oA/zZVpHs5y0T3rWAI2bhnq1YZblbhNAwcjiL1eZ+DtEMxxJKgSMjMMBRQ3AEFMd+q8KnDVF6ACvALF6rEOZQthAaqEwQ9aC5OS1I05IvWCbIGBMi5ARVRA5bDAYtgjh0l0wVtQptSgSLZTA3AwfUCeRx7WoAeA4S2IqCgyz2+wDm4FDHnBfm0D1SNY8jqe312wQYDQIDi1vAEchwrKA0QB0iOTAhuP34apeMjcS/wp7oQ9vgRkacqgPp2pqEbYr6GYgCIcPVD+OKNagqNOtSicOHCqREXQ18B1dOotPEnM0dPUSGhCjwqNwCypjgBRVBVG3/uVbch5Xtby2ALmjN3Aukw56hifRQ10BlAWSAuhlSDshLwYVN6oUwah2kympU4qmVQ8jmCC6QhSb1yUco64epFSOrqs/2W6yCWwGG4HvmVqBDO1+yzS339Ln0oSvQPQLlNlrPkGYGZFx60UGOHgPq54IUFgPg7UyhRyA7DuEMkBPmBCJFJOpLiyfJDtga1s6FcsPOdRFMeOCO2LnyizEipWf7yDs7IzoB2W/RCW4RpLIohrIOvRFo09Y0Pw/8CXNPUG/rn50VnS7mra9u3twGRCymgRnIPqhWLcpBggkEqrqt8a4oKj8NZGqiCp9BUUHzQebO4HsmUsgbhLIG5DiXgXZAtiFs2j7ROrAEumFtexPSkB2xiBpqtldDCXLAxq25PR98BmUUN2gUT7htE3KQg2shbs7cR7SM7eTgD0EVY2+ky+GDJT/+gxfz0t+8/vM+v8855xxe97rX0Wq1eMLjvpr33V7wzAtOQ2tNrvvErXz7U84AOWRt50v8yqveBYBzJ+t2Pnb9Ub72zM97q4T/YFDVPxaRF97f/UhISEhISEhISEh4ICA5IyQkJCQkJCQkJCQkJHwOfPmjHs/W5g6OOg6HUkTivIqV/YLsVhC7ECvSR8ZN6xqgJ6upnX0uvmjXQgG6ab/rGMShWmLVwH0rTGYTq87PrG0EEfvMrkOAUCA6QihwTIwe12D3E41VqWIkX8jYiy3QNazSfvc9zshMDbFSGrPB15F9lmm8JmYzvzt2cSaq0BoatkCVsGu/zm5RbIFSIhSYhb+L12aYWKPYe6fFJmwDSmCIhDh3u31CEZ0i6vChwOkUdIYwtZ9FUJeju/PsrPrczBs8yBYQUAbmNkGI7gXE/1f7LKDMUArMnr6I/XNxXDu2dkxx+Fjhf7LfJlgIccqK+JlhjKWwu6kKsrcvdtcgrrsIyMjm11f2ssjePCgVweVU3lNmXapcKXyDSeMQ4/YRitoSwWfM6suMmweY1A+ACqUr4l6dxHvNcGQIk9j2FkHqVOIJMkPEIXoC0TLuN2zPVX1EK0RN3KAaUN02YwAtCZKjUhGkgcqQymdoWMVpgatK6pPjSFCak1tRlMZ0jawY0BjczCxrUZ/cFYl8iXtS7RzJrgtJaYR1sDk/50jguhu3rOyi7ZCaR7SCeuC6T+5w9mkNI+TD0MQGTGI7CqEOum5t6jq7ghOqeD6rVSPId9egmkI5sTbK2A7e9mmoTumjAjUoV22fh3UItRiXItGtAKjFvZo5EzTsxpvo1N7nxM6sVLYf9gjzHMKqvRY2QBvxPPl4diuLUdDdMzex69nU5tZnqHNoVqPSHUJWI2RTKtomptLd/e5iW/bkU5mgBFT7qBYooBLHKwV7TinexTbWbJxugPoaKpUJeXafH6pRSKFx7NhzKhTsKVxCAWGLblvYGQz4fLjiiiu44YYbuPrqq3nC47+Kq9/3aaSWcfX71vj4LTtc8f8dtueBA1zF+sefyDO/6QK+8ssP8apf/kqe8ZSHcusda5/3Pgn/YvRE5NUi8pT7uyMiEu1/EhISEhISEhISEhL+vZGcERISEhISEhISEhISEj4Hvvarvo7ZtDSePdsx8jcS6kbJjvHVXUjoAx7CCBga+eeWQbftZ6ZA16qFQx9Yje4HNcR1IKyBTECniGbAHCKRNGQeYUhgFK8NUV3AUUH1mdj+DrBiWfZsRnJvhMgiEjZBhihjI8SlitXkU2tbN00IUa1C0Fi5XYfyVqAEVwe33/Lddd0mRofgD0RitY/Zw88ARcSjzvqjjKPYYIyiOOZQMpQTKBWODJgnUGCOAwIUCDmBGcIYxzCOB2CAVYKXwAKitwEzE4S4JaCOchzFEWSEyAGUKYF+JPynmAtChTDA7P37BDzKEKHEBCNzsZ2ZrRMdhAaBE5ggYQc4HJ0EtiE6Pgg1AiXQ3xOPBAqUMY4RyBjRLsoWMI5rsQSa4arjwJq5DGjb9pOuRkeHAKEVCeUddolvpUDdjMrXCA6EAwSmwAShoqSNY4HAxPYlBSPfISsFitvI2Ilttm0/yyA6ZiwB20YW6wiqE+ZIEDZBd2wNwnx0+dgEBkgYoL5EpYHKThS1iO0hnaBxvKG2gJRDXLVNfTbAlWuo309zcBca7qHuckQdTtv46oSdITxUY3MH0E32hCFhZmsa+qATrnjcEj/y0pu45tobufzLLaKCxn6u/uvj3HDTCa746v1Q3g31A1DFs4IzcQAZVEObg937aGFuFDqx/SUKxe3R5QKbpyAgq1AF0C3Iz4RqI4oYADe16v9qZKIJ17ZIiDIAW7aXfdfcRqrbIEzNFcHvi8+Ue+IabYI/05wM2LLzoDMTSOjE5sm1gXXrE9v2TKGw8VRrkK9Hsn8JpAGyHt0SZlRuheBzKmcuLrXZGpXW8XoiPmNyQnYYlVXEjRDGtsauF8UQI9CAykFE/MlrNG18wdk8qQO3Fvs6iWvngRpaHYt9LuOzdB6qu5FyG7RC/QFwGR/9yKc5/+ze531+NxoNrr76ai6//HIuvODB/N0HP8Ejjt7M6taUWQUPu/JdvP/N57F4sA1hytK+Hm965ekwWYBp4O7jDW77TBIj/BtiW1Wfd1/eUER+6F4uLwBPBX7rvuxLQkJCQkJCQkJCwgMVSYyQkJCQkJCQkJCQkJDwObBv3z6cc3z4gzdy6WPmMEcEQchi3XxBECgdZBow54BTK5DFrlFYhbPOQPqx+nqG4hEd2+sUMYt9auTjnnBgGqMAonuAxDbVRZeBSF66XfFCFcnLOqLbSLllffEBXC3eewjMULHcdwl9XDUxMUKYxDYLcDNrWyf2RWnV0dSMCA7D2Fa0u7esgJN9JY/CjRIgOgwEICCU0dthilJZvyF+1uEoTfyhJR7HrgPBqWNXDUamIlGIMUNkjFNQ8ajsxPWy+5ozQ4YyxaIgiNcUKKNwQoxoJSDxd/bEJ1Vsy8cxFXFPVAgeq4yfReEDNscEEw1QmruGzFCNDhGqwAAkQ3bnHDUr/VDEtaziGCPpzMT2l1j1uLkXEOfQ7m33M8eMgBIYR6FFQMkpfQMJDVwQXJiZ+IRqb03sHrnNiQSCRCcKojsGVdzTY9unYWZ7lRKV3bUssQr34uR3CSAzNMsJocQxpj45CmwBjVjZX4LMgddTPl/GPTaLQoCxkdq799YZuJJGV7n6ty7h8ud/hFc+qMalD25x3U23c8NNQ65+yWk06qX1M+w6DsT51rivdWrzLmPQetzv0yh+mdg6SBnPsYea7WtCZddCBsWGtb9b3R9mtud1Evvq43raXNjzoh5FHfE5IXl0hPDWB5nGvTWNYpERkMVzKVCO7H7iwbfi3puesgbjk3tG4rzJ7rgLc69wQuV8dPAQKl9DgqCZR4KiImiWgeQ4Lc1xQorYZjg5Xt1Bd9dq1wFFGtFlQeN44peLriNVAaGPOA86QiXYY05HwBSphjEqZAihwy//5u288ff/O/8SXHbZZdxyyy1cddVVnP/gC3j9//0d/sc3H+RFr/0M7XaTH/xf9/C6l51mYp9yaOMJUwjKmYc7vPvvVv9F9/kPhWja8QBB95/8rsAx4FtV9eP3Q38SEhISEhISEhISHnBIYoSEhISEhISEhISEhIR/BocOr/DaV72HSx/zLIzsNQLfoQRmzOoPwskJpKxwqhYp4OqRzGxhBGNuFcTkoB0sxmCCkwU0VAjzsUJYIMyBb6NaYQRsDdEu7MYHaA2oodQtP76axRz5mpGRGuyebgFChWbLyGwdV2G57Roi0R0t5X0LCVMzJpjmMedeoN6BbGQ59DTA5fZZHZt7gpuLOfEecGi2RHAZ01An9x0gQ2gTcBjRnWHW9yB0CAxwtFFqUQwQIqHeBBpRuOAiERzt8XVmP4tH6WBkcRnJ9LYR1PQQ3SYHNBgpX/qGFWZrG2jiMIt4BRyt6NYww0QQLZQcyKNQIUdooXhAUAIurouSI3QssoAG0IlOCmapL7Tj92Jv7ZQMoR7b9ihtVBXoxapwAeaMEKeHOSi0QHuR9J2zKnHtgjSpHKi0ERqx7ZrNC4LQIqA4WoS4c4UOQWYU+blUfpFasYMPNXRX9CJNiyyQNjCjyvajziEBfAhxfIrIoq2l7gpFQGXefpYFYGhtMRcr30uQHNU6yAJa98hEIXhbP+naGHVke5faSft+KrsmHXMckDqQ2X1kZCS/64Crc9mjT+eWv1ngqncc5eidFd/29Hmu+LqDNGpDYAR+0fahy2LbBUgvxj+csHY1BxYiKT2BrA2uZX3MFqFS8B2gG8+EwPSErVdoWBvEmBQ/H/f9zM4/zp4FGsUItOwsqbf9W1X2jJBWfO8CVFt2DqUNfmjXqaCcszkuB9FNIwffi3toYiIAunZdWuZW4Fs2j/HcEvpUfpngzcnEnlEFpZ9Dsg6abyAcsFgaOWBiqXKG0yyuWS26MxTxPnPWtiyYI4TUQBbNUcMtWb+0DToX3SRm9nwJdUSbEAZIlqG+A1JHfB38BCoHMo/6HmeetcLAPeiffW6fimazyZVXXsmVV17Jkx9d44nP+XUArr/+o1x62aO56s8z2u0xf/b/buXXfv4CRAJkcNbZZ3HbWz/wL75PwpceVPV/3t99SEhISEhISEhISHigI4kREhISEhISEhISEhIS/hk881ufxG+97A/4lVc/g0YjB5pUjHA0cbRjdXCLUjbIZQmRyrhZmQddMyt32cYIwkiiuhzRNhIGQNMIO9eCqolKHwk1XDaPMgHtRFv/NrvV/NAz4lDFSEpVoHWyqlq6sWrdCE3xHSQ0jNSUmlnua9/6WK5C1YbQQaczyOrgCiSPYyCSra5pbWbtSNLuQHYIwirBzVH5QCWgfh5chmORih2EXVGG7pHwgSIS9YIgkfy3eAbwBPo45lF28DRRnSBagMwhjIzMDgNMdNGLbg0NTJwQEDGS2Kq3mwgBifMcdAehg5MhaANFgRGODkYY1xE0RivMYRXmPpL8M6CLRqLZ0UXZjq4IdZQdoI1jEPsTgCHCHMLAIiyU2PY8KpNIQgsqztaGrtn5yzIWI9AC7YJuGGkuRDLeUfoST48K+11oovRjv6a2DakBAUcNaFrcBy1USoJfhEooGJFVu0QyUfywBewDGRMEvNSo3DqeFZSh9ZkWImrvly5BR9Z/l8X93rZ2pBUFCrNIUm8C82g2IZQzhHlk1wkgW4rOIF0QRaWOug5SDc1MINtvLgKuB+WGnRs/by4B2QGY3U2z1ePKK87GyPxFE+wws+iUUEbBRW7iDzeHEeQl5AcsksJ3o+ihBtm8RS34/VD1TUTgF0yQIM3opoCNqyghU/BN64+vmYAkbEJ+COR4FFQMbI7c4slzGoroGLBo+1gika+TKGhQE6jIPtBjJkyoMDcJWQS2IFuO1f3Ez0ztfaEEV9jrOrW2tQFMCb5DyJZQXQc5AqwhUkOpobqJCWP6iHRQnYFuom4fsB6fLwo6iIKD6Nggjejo0cAEGhvxWYKdC80tNkLm4vs8ojUTN7l99gzE294PG+Dj80oriqzJ4YNtVldv/kIe5zzhW36GNxX7+aWXvRHJF3nLG1/Fk576bNY2RgC85KceSs03oDbH2acVfPLmOyhGN5G3zvuC7pdw/0JEXg38pqr+/b281ga+BZiq6hvu884lJCQkJCQkJCQkPEDg7u8OJCQkJCQkJCQkJCQkfCnjl37xN6g3ajz/yjdhpHRFRg8XCXQEitpBnFumyhpG9Lk5EyK4AxiZXTcSMpyIDgktqzDmgFXrlyMozVLdcQB1LRMioEbUyT6cy6y2XVrACbxrmyMCZXRGWIOsi4kWinjvttm6oyCViQekZeShEvPuTwPfgFmAURMGq1a1rFGI4JbBdSGcQKVhhGR2EJU5gm4TyKl8DWQ/mh2gcg2CNKKgYM5EAICQowxwNMjoICieduzvMDoQOBx1HD1gCHhUPOLmjOyUgIpDtW8kqyxHZ4Qc2AFpIW4BEUVkDpEW4rZxZJjrQQ1hf3QkcCgFQg1hKYo8FJggNBGWontBMzoMbOKi84Fj14lgG0cz9jtDWEFOiZQQ6gjLtkZUBJ3iaOFYhuimIHRQ2YlCgBgN4A4CG1btjwen4A4ZWU8AJoRsHk+P0lklvrlMbOOZj/2u4WgS2I79zhFKPItR9GEREjM/j2eekC3EiIUY5+EOggtxP89TyRB1B6ikIrgWlV9C9QTBLRJcB5XS+uh7WMxDGffdIWuDCYigUkPdGajzqG9btXtYAzeH+p6JVdwKqusE10N9F6RE/WHIeyaCEUAEaqebcGBXEFEej3vc2Z7wHQjrUJszUYGW4PcBHQhbEJxV5vv9Nv9hxz4LJh5w8yfbrtbtXGf7bI6kZW37OcgWYFYYac6cCRlcdPOQnl0Pm1EoBNQOgV8yoYJkdl/fg2x/FEv04pnbsO+ovZ+uuRu4tgmQfBfcYWsTgWLbxuGWo0OKGInvuiArNn43Z+2H1TjnTURLcKeDbNjzRRwidZD9cc1AdWRjdqchTGwOwsDm0u3HhCadKBJZjf3O7Lo/PQoTdmMdHPjTEBVEZ/YsdG3IjqAan5d7z7QDJn6SFvg5/PRmFhY73P2Z27+wB3q+yDO/8ye44YYbmJ+f57Kv+EZ+6Pu/hvmePaeuv+VMi0lhxumnLXDJQ47w6le+5Au715cy5H74gp6IvFpEnnIfjHAXrwB+VkQ+ISJ/KCKvEJHXiMjfAH+LWYf80X3Yn4SEhISEhISEhIQHHJIzQkJCQkJCQkJCQkJCwj+D3HX4gzf8X5765Kdz9Vsu5Knf8hA8OSUDiKRckBIaB8hn27hygg8bRtDpPVi+fYVUq+DORmY3ATMkzKxiP4whDIFBFArsQyXGFmgJFDi3H3QLZQRsgSwRwiqZ3m2EoAxNfFB9xvoULICAMMWFIRI2rRLa51Z1r31gGrPmD8F0FYp1mEyhcRjGd8GcWrV2WYFrWGZ8uAdcnUp2IPNoEIQBZd5FsxqBCmEnEqFLwCCOZRhf66FsoRQoBRVVJMaFwEashg7R9L9CGUDYQbSJ4hDdjCKNHrBhpKkOYrzDAsgGFosxAimMzJYagQ2C9DASeY6KHRu/5IiOYx79tkVn0EbZRMmAUXQSGONpEziGCQ1maIyeCKxhrgQFgqPiBDBGyFACQs/Wlu0oYDiBRRAMEAVkiKNNpcfwuhkFB1PMuv4OwFt1vNTRsIa6giB1CpkS8kNxPqsYezFPYB2YEQAY4+lQcRyhAgShRmAY925B6Zvg9uHK2xANRhrqCCcWFaG6A2whfpEQNvEM4/oO0WwlVukXtmZuHAnqoe17JuByNJxAGaPiCNTB7UcYoVLgZsfBL6HhDvAzE0ToZ9BsP+idkJUxvqCPljsIw1iBP7X9XO2AbEI5MdeA8rgR3mEIVQnZQSjvir9PTQAQnBHz1TrUWyZM0DVrV83dwgQUU5AT0akhjlVLEw9U8YwXd0ExgPEOuBm02yYeqe42QYKIVf/rJDo6RCcUnZmYIYyjY8Px6PCxA9XIohd8E6pbbQ9U0dEBB+UdFoFAZeR/WI0xL207+74Dsgp+Zu4LrALzwHZ8XvTBt6E8SmguE/wEc+HwKMfYFV0hPdB10JG5moSAuDZO181lxc3bM05zm7dyC2TbXBmKT0Ow862+EV1iBibuCBNb0/Ke+NzLYVagbhH8pokVwgDcPqhus5+DQtjB+SWe8+TAM7737XzZo97F4x73uC/q+Q5w3oWPZmv7HQC87/0f4VEPrqIopcOv/vQhHnflm/nuH3gltVrti77XAxzbqvq8+/KGqno98AwR6QCPBA5iD6dPqOqn7su+JCQkJCQkJCQkJDxQkZwREhISEhISEhISEhISPg+e/MQreP5/ez7f/62/y+23rhGYRRIdrOI+RyUwqR9m0H4wRXYgEqZ1JExw5QBXOtxsi6zKyGZDXDlBwjTaxJdYnnwAnSJVHQARZzb7OiNoYC/qQCcIbQIOqzZumQPCbhU1lnXvtIOUY7OkZ5cUze17KUbKSgG5g+UWcriHLE6R5aW9vhhBOmcEaahR+gZFY5Gydhpls8eseTqVb6FaITEawYeA6MhiCeL/dqvxzQlBrd8oQhtlGp0T9JRogdIIfcmMwKSyOaEGMrMohlCZKEBzzImgg4YKpURRAvMUrk7lFzkpcigAjwkIghGhTggux6IWqhghUcV1AWhYLAZ1TCSxGzkx3YtBAFBmCNmeO4K5Qkzj67mNSXbbjsQ/LdARXl2c8xDvM47ks8V+BKkosgVm+QrT2kGqbOWU/gWEGsok9ksBxcU+unhNCdENoh7XwPoZpGKW7WdW28c030+R72eWd5hli0zzFSq/H5UKkVrsX3QGYGjV8IST+0U6cXwZ6upU4ih9m5C1Ca4dK+RnoIriCK67t3cVrGSiPm9Eem3BIkIoTWCQzYOrTISAM5FAnHmLERnZ9xBs37oWhFF0nVB7f6ggXzLhQL0NPtiecPMgJbBLOFcmXECszzoGeuZgEqZWPa8jczSQAC2FlofavLXtG9FVQfcq7XENEydIZVswcyY4YAr5vDlR+ABe7LlQDjEHkJm143tRaBPb9gK+grwOecPmRuo29iLYuddJFA2Udl8hui6MwLVxRR+pJjZunYDWQQOqIBRxj3iLJpEOqhNUNTo6TBB6iE6RamriKm0jsx2kqiNFAVsjZOsEjB1UVRRKCfjCImHE23RLx6IkJE6/RFcX17J+q4LrIqHPYx++wqt+8SE859lP52/e+w6+WFzxzBcymUx43e/8NO957x0wK20PjftccGSRre0JzqX/fPYfGao6UNX3quqbVPVPkhAhISEhISEhISEh4b5D+rephISEhISEhISEhISEfwFe/psv54KLzubJj/5NynIW7f3bkditU1ECbYLfR5ktUuQXIeUEdB8Smgh1nOwD9eDaaHYwRg54cCtGGLqDlpygDtUF0CbQJegUc5PuoGQI+6xyXxuoW7F8d38aGmLOulgUASJodgD1PbtHqDDScb9VUftlYAb5AtSXYW4R5s+DzIM0CNl+qqxD5T24043ozg6heEppEOQ0VNoI84CgOKCLDxWORTScjCIwgn0RJRDIgDmIAgRzUaghdBDqhF2nA3ITGGhmXDLz1o7uR4PE6uUloAHsM56cGjCP0iS4Oo65vbahQWAGdBAawHwUQZiDgUgXYQGNvuLCQlxfByxiDLL1276WzLGBNkonOj50UBpI7L9S2likY/1SARTRBZQGqoAusRflIfsi4b/fqt+lB7KPUnLULVDJCir7EKlHt4k5hBbgcSxiIoS5OO+1OB6HxU3MRxeJLM5BXWgswwAAIABJREFUG2HOBArSQLWHaAelRSWKunmCX6LwPZTDtm6yL46lYX3Enew3Giv2l0EWCXLISGx6KEuYEKUDYYrqvM2VyxF3ehx/MzoQZCCH7axIK7ZNFI4cMqLaL0NVWD/corkN5GcCU8iWwS1Ye/4IJihoWcSCrxmJnx+x+AZ/0F5XsbZd084KlfXJLVnb7kgcax5f320bu0++H7IaOIsgQDrWR2nYemanW9t+P3sxEtmKxTz4w/Fs5hYj4VvWp9oREw+5lXh+PPgzbI/7JbtHmFkf8y5k/z975x1vaVXe+++z3vfdfe9T50yDAYY6NOkBKZLYW0ASU0i4FjSiUfQS1FhCLNGALbGXaLwG1KtREhSxBFEBEekdVBiQMn3mlN3Lu577x7POmfHeNMwNxLC+n8/5zMzZe693vWutd/PR5/f8frtBYs+KrU8FWGmuCjhzGlh0V0gtOsFRwjGJG82F/Uwx55EK6oegE+F8TYOkSD7Au1UgdcSFyAokxF/YOcStDvvZAJ2BNEd6Rchr9hy5ScT3IJk0V4xkCi3Vg0hjue0vzvbDA8kKi3GQCrAKEJ5/UpVXnH4En/vEeTDY9m99ff+bFItFXvDsZ3HDnbNccW0CfhmgfO3qKnutmSFNo7FoJBKJRCKRSCQSifwyRDFCJBKJRCKRSCQSifw7ufLq79BudTnvf17MYuf8zo70BKWPijAorkHzDfRKaxFtIqG7esQ8w8IUw3QZw7TAoLCSYZqjrmIFRD9nMfKS47SFI0N03pqgaeN0iGgB0U3Bur+KaheVKuo3oM7hpYyng0/qeD+Ld0W8S1EG1pWsI8iboUO9ZcVL17eO7EIV1W34bIAvTpKn4AvTQIs8zdHEupU9DZA+qi1UM1T71i2NojpENcONtoKq5dEzAtIQM9ElCY4BJjxoI3TCOo7wDDFhQxsomJ+Bho5uHaCaWcyE9K2wqm2UgnWuu2boNO+BG0OZx4sVeXXJ6SBB6C3tm5Lb0jMKfgIJPkQqQAclDa4C23GUWIxQUAbADoRKEFTYGRA6JJTw9IMQoYjSMdEBGTvjGjpWbCdF3VZzjlAJMQEFYBMqNTwJgyxBXUbuTMjiZYAuOkfQBUApkbMNKOLpAg6P4Nka3BsAurZWtHEUwn11g8DFI+IRKaDSXnKysLPbYOSaqGuQu9zEL2SofwQvJVQyvHTxUiN3TTSpkLsMVVs/nMdcMcph7zJwHTsvySTKZlSC24K2gCr4BzHxRwY0rRitgxAxUrAYAxUslmMIaR10S3Ak6FpUglTAbwpuAovOCQ0YbTPnBVKLLZFycAFpYvEY3SBOyG3eUrVIBe2Cq4WogzL4rUAbCjWQDmQN8DssriIpWswJoxDVMBdcC7qAt/npwBwGZAQ6C0lwiZCKzWe0KdxXJ1y3bXEOzgQdaM/WyDcxsULTRA3CLq95u19XDdEHFZuTfwRcxb5bBo+gUsCxCRMU5DY3HEgnnJkuwgjvarh8O6Ji5zffFkQRreAAoaAPB2EJkHVg4KDcRFyVvY78Nu//yC22r9o3AYKrWRxEVrUoBxXQisXOuJpFcZDZveU/B61DnnP2acqPbtrIfvvvz99//gJEhLPOegVbHvxGiL55dNRWHc8XPvGn/O7ZN3HGuTfx4jdv4RWv/zKfv/Czj3qs//KIPPY/kUgkEolEIpFI5AlJFCNEIpFIJBKJRCKRyL+T8dqe/I8zn8NXv/AjHGYv7uniKCKIuRGQM3JKr3ooKo5+cU+85PSLY4yK+9AtTdEc25d2/SA6tT0ZZXvQK5RRteJ6IgNcrmS+RZJvIlHIdEiS57i8ReI3k0iZhAzxs1bYpRk6ygG64MqoG+GLu+GzHJ86K7JLAXwSUgUWrPiXFszmHQ9JC19biS9NMywrvtjAZyNG5T3IC2VGRcGnVUTaCHVEUkQ6FichCWiCiCC0EARHQuL7IR6hhwsOBZ424FA6JMFpwNNFgIQ0rGMSXh+BS4EExNn1XBa6rjvh/jvgEtAx1LdQUkYyso5yqWBCAQ175IAUT2fp3440/H2E0DNXB7ooGcIg+CRMkNNFw7zNMaGG0sRiEhKs+lrA0wo+EQWEPEQ3DIEWwgSeHpAi0gdGwSWhhxW+CyA5ygToHMO0Tp5MMcpm8MkYXjo4wJFiURApJrJo42iEqAgTEjh8uJcei7EXjhyhHkQgOUK2FCphwow2jko48Yn9Tjr4dAWDtMYgW0WepCA5PlmFMsSLxS2oE7zMkDMw1w9XBpeBLv5fD/PB6UBCdEiOd320MEOeTVlBXzI7m8lMKIh3gQLkoUhPEsQ0BUgzcw5IHMi8uQNkKWQFSBRcyxwCkhr4BZsLC5CtDIXtto1DF9IGFhnQgjS1sV0akizmTLzjxiGfxwrj8yYecA0TMRRK4NpQWmkCH2lDIrz4nJuRNRcjay4jW/tNZg6/nF9/4ZV89LPrGY68CRfEhzktzrEJacXcD/I5lkQTySRIHfJZO2uS2bmXoolYksQiLFxqr/uu/aQrYBREID78mSyz6zHEkZD6IfjU1ocQwyAJaIrQxufK+z5wA0cc/Rkau1/CxD6XcdTTvs6HPrM9CCgyu2cRu55vmkikVIZaAZIJE1xIiAcRew4tmmIeCjNBtFK054CmuSTkLRN20AmuE8tN8JH3mCwLN//vw3n9y4/jD1/6FgCuvPIqlu/xPO666WMEBdC/HxF+/QVv4JarP8nxxx7JkUcdym03X8VRxz3r0Y3zq4A8Dj//BRDLyYlEIpFIJBKJRCKPIdFnLhKJRCKRSCQSiUQeBee9/Q188sP/wHU/Ws8Rx1kWvRXSMzwdCDnreZLSL0+TDZuIrzMo1Oj5GpRr5K6PlX8r5K5Aub0V7/okvovkgktyNN+Oilj3sKuj2sTRARz4IUoDoRU6resgcyA9Kwx6j9n7F0On+RDvciT3eAY4nQ228NvMzt53rJirBWAreTJlXeHaxqz154EBmuTgrHNfaSEsoAxB502EIGrFa+0B23GaMHIAeYhwaKHBQUIYoBTwNIOVfx8NAQ3Wtd9G6eNp49hZzFY86LwVS7UP0gSS4DKQIfRQyVEZoTIKhf9+mIMiFIPQoBf2SmxNaeMZBnlCavcbRBOCdeAL/SBEKAA9lCaC7aWSI5SD+0MfYRgcBHKghXWWJ2EdBkAbVRAp2ly0E/aqBzIO9PFO8S4nd0NMQDEI6zYkx+GQXc6cCTZsLVsA4TUTPJgLRB+LqxiG9c4RcpRK+Fw3uEM0g3NEHtYpwUsCSUqOmDCGIYiz/Rebk8oYJh4YBOcIb7EP2kOkZQ4SOmdd8yzYekqRkfM4beG1h9MeMAZ+Dmhbx7160IaJb/IdWGf/dpBJkL6dT8lBdoCrhyL7QjjPm0PcSRvyvokH8m2hUN/ixW9cz+e+up0zf38tn75gla2/9+CEN7z9Nt77sfU892njXPq5I2yNtRMcFIpBFABI1z5HLby+PaxDG3TA006c5sL370med9k6l3LFtSP+/L23c+FXfsJ3v3Qw1YoP+9ez+3bFsE4J0AnPeMVe8ztsT7UDHoZ5gSyZD8/qILgiYO9Tb8KjkQcthXllJjpYFPFo1xwcfAauiwS3DBukhIg9h+/6y+v5m0//jA+893iOPaxPb6HJzbePeHDDPPhxIIgmXNW+T7QTRCMhjkEXzA1DNbg29MJ5b1sshw+ODbID8OaGkjt732ibubowZ/eTt+xcjJoUist4+W96Xnzqk9g4W+Y7P55g+47VPPW553Hp33c58qTz/pVv83+e1evO4Kx1Zzzqz0X+TcZE5FPA11X164/lhUXkycCngRqwRkSeBLxCVV/1WM4jEolEIpFIJBJ5IhKdESKRSCQSiUQikUjkUbBy/FgOWLcP7znvH0JROgUcjlqw8V/s7BfUNegX92Vh7ET65T3w6STeJQgFhKIV3V2Jdu1AOrVD8Mk4uClrFtacNB+Q6oDUp2ReSH2fNO/b7/0Apyniata1TRoK8gUryLoprHLXAMnQbAwtrsSXZxhVJsjLk/i0hroJs0J3NZAUkQkcPaBu41AMHdgpSAGljshYKGLXretfSiA1VMuYg0ESOqVtDKEY3AGSUEIvAJWwDklwK8gQLMNeKCO4ULwvoVoF6sGNIMWKviNzR6AKZKgr4ZM6eTrNMFuDTyYxx4JauHYRRwlHJYxtxXuhhIQxkBRxVRSP0ECowNL7UpuvVBHK4XfO7pcEKCFULFojfMbOwphdQxK7V0mC80AZKKOqCA1yVwapotIgT1fSL6ygV9yLUToR1mUsnKvM9hgXxi7uMj8X1rocfi8IDaxCXQz3Wgqf3XXejaX92TlWKexTssuPjeHdOHkygUoZlVJwkKjusl4pQoZIAWQCdvm9ddvXEFcNZyDFu0lz7ZBG+Cmb2AQ7c2gZcZOIKKTj1imflCGdtjMqWfhJw+erIDX7vJsy5wFpQDIGrhycAVJI7WzvtrLGl772IO2uC2OkjPIaF35lA2tWF0MchP0eNwFuzCIJwnuRso2dTlh3fzoFSQGSKp6MYqHIipkqq1dUOeygcc555eF8/+JncNPtbd7zsY1WrHcjLvpak6NP+Rn1ddcxc9jlvPCsm3hkewLJOKQTfP+ajcju/8RlVyxwzPPuorDXt/n2DxbFOKmJL9w4pJPM98qc+ZaHmDnyGuoHfJNn/8GV3HArwXkjZX5BOePVP2HmkBsp7fkD9jvqUj76sbsQ1bBXFWAC1Qwh4xvf3MCZLz2U33nhMey9xzSHHjjOi35/DX927sEmQJAG19+a84wXXs30um/TOOAHnPDbP+FHN49MAEIanBcW5zANFPjAxzfxpJNupLbmq+x28Ld42evuZW42B28xENu3Cqe/6n52+7VbKe/zLQ562lV89h9mzXGhMg6NKU4+8zbO/otH+OBn7uX1b/8O7/v4LTznKVM857fezR/+3omMj4+zZs0aLrzwwv/o13/kP8a8qv7RYy1ECPwV8ExgO4Cq3gqc9DjMIxKJRCKRSCQSecIRnREikUgkEolEIpFI5FFy9jkv5uxXvg31JcTluNBZbkXjLHTSF8K7y5hlfwlPk4QxPANghKOGd0PElxkUDyChQeaHJCMJBf4uMAn0Q+G9FGzj64h4YBr182aLnveCBf6YdTtLyJoXBRpADc2K1vCc7WMd73kNR4tExoAEXIb3c5CuDq4Kc1bM9V2gbEVYRkDNOp69zUsp4shAFGEZTlJymSFHEWooDkcxdN0rCXU8TRz10EFPWMMBQhnPCGEZQhsRj0gL6/qfCF3VDpEyShn8EHFVclfHiwOp4V0LRx2PorRwjAUXgFIYe9pcJSiGRvIEoY7QwyskFHAUghNBEXB4vM1b5+z+SRHGMVt5gNQ6/5kKYxcQ0uCEUEXUCvGqgnMF1PtQ7C/j2UDCFHmSMsqm8dIIBXSW5mfCijGgGdarhocgAiiF9UlIKIR1dwhlcraRsCy4PAhCCQ1iGGGELs27HMQiilIO5zkNvhAJnpSEFI/i3XISBM2bdi6kj6oPrgsjkGJwzAjxH66MstwELL6OiDl7IEXbg3wLTsZwTAFzkKy0rnpXDWe/j0oDcmfHmTScRTFRgu6OORNMhvMxYaKHtATD7ZCtsIK4nwO3AqQTznAO7kEOWjfDli1zfPkyz0t+ZxW4Mb7x7fspFVNOOm6G7Ts64PbA+y7v+tBDfOrv7mDL9gH7rW3wF288jFOesxcwxwMPl9nryC/whY8fxd9c9CA/unE7hx44yfRExjs/2uRTF93Nlu19+9ybjuZZv76Sr142y9vf4PnxzV3ecv7dbNjcZt+9G7z8D/flnD+7gZ/e1+XW758MTHHrXRsBeN6L76BRz/jD39qXww8aC1EUOzj5t37Iun03UqkU+dDf3EG1kvKdLz+de+9f4E/edjNHP/s6piaLnPHCtfT7Obff0+fSi05iZrrB/Y8M2LxtgNMG+Awhxyc5KhMoCctnalx19QY2bR2w28RE2PeSOR0kFRhBs+U544Xr+OCf54hbxkf+9jae8z9u4mdX7cH09PKwn0EwpQpuGc49wF+/8zDW7rmSBx7qcvabr+LsNz/M333sKZAL/bzAEYcu441/fDiNxjiX/+ABXvGW61mz+jieesJKSKrginz+69s45yVrueLvTuCKq+/j3PfdwoH71Pmny2/m4k+9lu/dprzsZS/jqU99KqtWrfrlv/wjv7Ko6kMiv5AXkT9ec4lEIpFIJBKJRJ5IRGeESCQSiUQikUgkEnmUvPwl5yIifPSC7yOhxO7phqKuFdetiNwJr/dReiTU8IyADqDktKyL3gk+FRCP1zY+LQVrdkCGJgbQEdA1MYFT8A7JN+N0hOSbg/V9FuztFfwWFrvzzSFhEKzcbT4IiPRABxZ3QM/s59MVqBfw2yzz3W8LY5cgnzcbd90GPsW5AhZfMES1g2pulv0Kmlh0gQkvcjztJUeInHmUETnzoSheDMXyYRAnjLAoAXDasn/7dnBDGCKuhGoKfiuI4qWDSgWkzMi1Q9zDPI40iCH6wDDMZbg0tsUJLNrSjwBPgmXZe2wdLS4ixVEiZzZEF8yhQXJiDMMZsHs1+oBHaYZxBqCCkwzv5+18SAtlgGMCtE3uHF4SvOuhUlya4+I8bI4aHCOUxTgGlgQdKTkLS1b7yoCESZROiFtQPC1cOJ0a5i3hPCoDO15oiHXwYU/AkZAvxj+4oV1bSog4hC4ioH4BcUk4/4Nw7tpmua82nrgc1b5FA2gXtE0i4+CdnTUAvxlcJZznlj1Nuhl1GeoyE2owtPO6+FwsPiujrp1p3wXfhMIKUAe6LcxnizknuCKwYM+DDjjz9P342y/eY/92Pf72iz/lJb+/F7LLfn7wUz/jvR+9hQvecgC3X34SL3j2Wk478wfccut623e/BYA3vftuXvXi3bjryqeyZnWZBx5s8t6P38YFbz2Y27//LF7wnNWc9pLLmZrIWP9gi1a3wPPO+B7HHzPOLVf8Oh985zo+fdF9ANx21w4efmSBRx65nzf+xY0A/NWfr+OiDx3OZd99kA988k57dh2A56KvrOfBh+coZI7vXXwsq1eN8fI/uZbnPHU1++9T4/lPX8YXL36Ab39vI4cfXOWYw0vsuabCycdV+N1T9yIZdUnz7ahLEb8jPHM5F5x/MrOzPdbu834OffI/8LLX/pCLv/4gShHyrSCe3zihyBkv2JN1B+zDAWs8Hz5vL0rFhG9dcV+IjNDw/aP2PaVDXveKtfzGSTPsuabGyccVec9bn8SXv/YQOlIkKbJ6usPrX7Ufhx0Ea3fP+KMzDuK0Z+3GF7/2c0jE9lDgoP0avO2P17DP7jXO+b1lTI8X2HtlkTe9aG9+71Uf49Tjx1FVrrnmGiKAyGP/8/jyUIhqUBEpiMi5wN2P96QikUgkEolEIpEnAtEZIRKJRCKRSCQSiUQeJYkr8rpz/ifvedsHOP0VBzA5OYmjhNIK3fR9rOs+w9MMXebW225FXiv+O6p42vY7N6RXLFKUKpoPEbbj/Ahc06zX/Q6gFezYa+aAQBfRLuKn0GR7EBW0QgFxElgIAoQOSBtkKhSBt1tXOCkidfCz9l4yxO+wAqP0giCiiuXBh7Hpgi4DyfG6ZUmIIG4yCBU6KPPgFUmW4+kitFCSsAoOYRAEAKWwPrmNS85iVr1nFuhb8Vyz4PBgxVHVPiIrUR0Bc6iMoTJHLiWsMN8FiigLaCi2KyOEPDgvzIb3ueCIkKJhHo4UExeMUJoWrQAoGSZe6CDh7yZY6EIo2pu7ww6sSx9MDKIos0H40Q1RFjnKPKLWH+ApkkiH3BUYuT6OBp4m0A3zHiDU8CxgwhaCoEDQIJCwNS2H8RaWrm+uCnbmlF5wjFgIvxsG0UAt3EcTj8NTxlEAWnjaQC/ENoDqPM53TbahnSCS6Njl3CTq55BwppE+whjqm4g0TaSiHcTVzXWDHkqGD6tuZ3cATIDusHG1ZesrU7YvfpOJZKQDsswEB+yw60vL4hKGW+33rhTs/tXe7zs2tttuDgq6EFw/ipx+6hrOfft1/Oy+9dQbFb71vU18+N0Hc94Fm8N1N/C+T9zGua9Yw+mnFMAp7zh3DVde+3Pe94l7uOjDe1pMAvCaM/fgt59XB7pUK3Dfg23efPYaTj8tBdq8408P4sprN3PdzVsR4PNfuYM8z3n1S3fnze+6mVvu7LBl66JgBh58ZBPf+E6bqYkiGzZ3OfWZZfbYLeX8N+3PK/70dt75hlVUqiNgwF57VDnm8Am+eulDnPibP2QwVEYj5Uv/uJ5ef8RTjq1x/lv25+Xn3sqXv9bmptu38fSTpnn+M/fmKce2SbQJeFQceToFsgO0xwH7O67/8Uu4+eb7+fEP7+CHP9zK75x5Bc84+U4u/fxRONnBlm3Kn737Nr53zQ42b+2Re6Xb8zz4cBv6GyDp2DPu2yAOdAdXXPlz/vIjG7j7Z13mF0bkuWcw8Gza9ACrVk6R5yPO//CtfOlr23lk05D+wDMYek4+pg75BhObMOTQdQXw22FYQZxjZtxx8ArltScr1ewgXvWmv2F8fJwtW7b881/qTyQk/DyxOAv4ILAaeBj4DvDHj+uMIpFIJBKJRCKRJwjRGSESiUQikUgkEolEfgne/a53s3L1Mk484HxaLSuke3KsG36xqD4Mf1/88bv86UOXfR7e4xlkk3TKe9Eur2W+dgS9wjSqoQuckXWYM7QuYwahKzxHtIf4nhVpGdnrOgzXGtr7NA/vHwQhwuLvBjtfW3wf4XVsfHNIWPy37vw8ii7+Tne+30tG7jJUPFbU90troHg8w7AGo12utXPtJLgUaFgnJNzXL6zfCJURXjJGrkzu0tB9u3Od/S7XtLn6nfPd5X0a5qPkqObI0tx2zpv/ax+FPLgT7Lqvo132c9fXPKo5uvT6iJ3nJEdF6WeT5Gl5570tra0P8x7+wnxMpLBzbXe+d7R0zZ1r+ovr+4tndHFeo13uZ/Fc6tI44gekwx0UhpsoDLfg/MIvnhF2OaeLc9B8l3O4OB9zZNBwdp12cL6HaH/n+uou4+ji+EOQxfsd7jy7u553ze2suBzc4nzC+ZIRpAouR8WbWUIacjDwTIw7XvCsSf72f2/mc1/ayMnHTbNmVRbOtmehOWDDpi7HH123Z2HYh1GfE44c566fNGHQh5E5VBx1cBXyAeRDhoMR/b7n+KPq4dnyoANOOGaChzf2WbtHiXvubbJu3zqnvOgGKmXhwo/szyV/dzSLDPoj7r63yYH7NwCo1oBEOeG4cQYDz70Pduz+VDny0DG8H7F8WcYt330SJz95gt985gqu/sYzuOeqQ3nnG3fnhF8bYzRSLvv8oZx71gq27Rjw3D+4kpe89paldUwGc6TdzWTtjWT9zTjtkCQjjjxihle/5lC+cuFh/K8PHcQ3v7uJK6/ZAnhe9Jp7uP7WOf7qvAO55ouHcMtX92W35QUG7T5s78Bs044cCnmfnz8wz3PPuIt1exf5+08ezo3fOoG/ff8+ds+DAeQj3veRe3j/Jzfw+jNn+O7nj+GWy47n1KdPMhjktg9qziFZCmQKiYIOESBTDwsDXvLkSQ5cIezYvo0d93+fyBMPVd2mqn+gqstVdUZV/1BVtz/e84pEIpFIJBKJRJ4IRGeESCQSiUQikUgkEvklSFzCnXf8lH33W8uTVr6FL3/nXI46bi98sIx3VEPB2AGDEEdgxWZrTE2BBKGER8Pfi6gTVIqMtEBh1GSk42T5ACQxVwRycFNAGbMor4SohynI21ZcdQUgAxnHqn8phBgDtGQ3oB2QMVQEJUG8FWZVpgAXioYlIAGZMKcEPNZFXwAqwDgwj0gVKKFq4QXqMmASNEEkJfwWoYaQhKiKDEhw1PAMQ5HZ4SijOKCGILjgA4D64I7QRmQc1QrQRV0NlRqiVZAsFNXT8NnaTkEDILuMbfEExXCPtiNCD5EEtMpiHIIJI6qY00IeXBQUKC+JFpQER5mdsRgKS/vdAxp2DwhCI7gJJOYqQRWlgdDHo0hYc7vOMIRBlBESoBCunSFUsYiHhrkQ4BCqmMNBHYvPKAPFMJ8kzClBKYRz6IFKOKPFJWGDox7cPIohpkBIvc3J+UqYXw2lEp4GF66TgVZQycP+1lFSIEMRKxzLhDkVMIEuOiFIPYwzb3OX1Jw9NAstFCUbz9cQN20W/zIJUgRfCPvXBZm2vydTwUFEwrOSmyOI1EAKaLIM8pbZ/Et4Hlydl/7efrzodTdQqxV4x+sPDfMqmvhGJu0MSdH203tIJ4CS7Y1MgTM3g2plPJzVDNhon0vGQDJzOZEKW7Z7Fpo5v/28lczOO7o9YduOIe9+86HstUeJ+x4osZM6qrOIy8JcK5A0wFl7u7gJEyNIRrVS5IhDl7N56124pEa1UqJeL7P3nlPUy4DkLLTMwWGyVuMppy3jjN8Z59lPfYTfP+saPnH+fhTLJZxWEHWoltHRAHVlcJA7h8oyvFMOWCfAHSx0U3wyzdU/vp4Pvv0Invu0ddDbxOYt82zcNrS9qC6HXh7OShmkxA23K4Oh8ldvP5iksAp8h0svD1EdUgUd5+rrF3j+ycs445TdIFuNquOn99/EeD2FZCbsf2o/bhKKEzBUcAmkZSjUcAifee1avvz9+/ju937EW4k80awRROSzhP+q7YqqvvRxmE4kEolEIpFIJPKEIjojRCKRSCQSiUQikcgvSbVS44EH7uXJJx7C8094Fx94+7dIKOKoktNCKOAoIGShuNzCBQGC/a4Sfrf478ys/iUB5xhke4Wu/xq4OkjBiqJ+FsghWWUiAzcD+cZQnBzDCsNTkG/GCumhiOlLJkjABSHCCHyGSgNcBlJDdRZHKxRXK1bg9TtCQXaXsRcLyVqx2jJloGJFZ6lZF7sUEMrhp4ouxi7QIKGEo0FOExjhqIeCfhkrtnuEEjklm7crY2qJCuoHiLQQmUBaiy31AAAgAElEQVRdFXENVHI8TRzjpJRIaJDTBvpBdLDruo8QKpg4oIiJK7CispYsVoEGEkQXlnI/R8IEQpGEqRD/0MZRw5GGwn8BxxBHzeYaCvJWsC7YXsji2MVwrykWM2DvsfeVwrmoAamJVMiwuIQqQHBKKIW5Z0AVz0IQfBTCZxw5O4LAoRjiJSpACxfOhQvXs3OaIFRDtMbiXGzsXLr2WSlhxfEq6LalfUdKoHWQWUx8UQzvLQUhTIJIA7RpIgJn64WbBr+Ap4e6KXBlVGZQvxklQ2mE+2xY1IgOTSSgo3CeGybUkQksLqJkzwoFcA3Id1hUiVsGroa6GfCbIUnBjaOS2nOlnqeeOEmhkLBte59Tn71fGAcgo1HzrFpR4eobvd1PMg2jea6+fiMH7jcJSc2uASDeiukkZIUChYLjm1dsYsPmlFvvmOMDn7iPz35xPdOTBc591QGs22+c9T+fp1hM+MhnH2H9Axmf/F937vJNU+LAA5Zz5z2hUO8mgISrr2tRKDj23rNg6xDm+rRf34fjj1nGKS+6lWIh5cprHuHam/r8+Xvv56ofD7n6RxtwDu66x/Oz9cLdP+lx8aUbWLtHhWJ52sQDiZ1R53u4vMzvn3E5H/rIj7jp2q08+PM23/thm1e/4TZmlhU59tfWoVJjv70bXPSPD3LHz37Odfd4fu9PfkYhS6BYgnwexpebe4nYmdt3bRXv4a8/s5X71/+cL16yjb/+9Hq7Da3CcBP77TXFd6+d5errhHt+0ubVb/kB9z/UM6HJsAi+CvkwRGSktg+pCWZwCVSmYbgN8gbFLOGhzR1U/5+adOS/P5cC3wg/38W+pFqP64wikUgkEolEIpEnCNEZIRKJRCKRSCQSiUT+AxTSBt+87J/48Mfew7lnn88V376Vr1xxNuXSJDDC00dQQHCMYZ3rQ3I8CSnCWCj+Kp4+CSWgi5Cabf+gxiBLKPfuBQSkD7IKGIBfAHogHURWgfZR1w0uAl1wq4C2dZpTBfpY7EHJfu8nwOVIvhDe43FuN3I/sNe1H7rUpzCb/FYYu4dqI3SJz6LUbB7OWaFZhqiY+4AyDJ37i3OwLnZzR+jjqAdniDYE5wFzA6igNHE4VHJEh0AZcS1gAvUFcB28ZKGLv4IGJ4KcAQIk1FEcShNwYS8ylBrCAlb077NTlKCIeFSngR6eQRCPFFAmgB6K2cLbvk0izAGC0kUo4qkhzGMuBp1wz73QiJzjdRrHAKWHiDPvB12xNO5Ol4MpPHMIgqePo4inAczjKIb1CeOESAdhEhiG+3Rh7jPmQIBHw/3DePgd5PRwjONpoTiEIcI4Sh7GIYw9hpc+TrsgPohrZkA7iMstdkEK4FeY4EIU9S2QGWAONEPooizHaR+vQ0vVYABuhRWI9SFbB9cFtxoTF4xQP0RcivhacHOYCy4IIaZBCqA9YIWdU9+1oreOIFsNvg/Mgh9AVrb3yQhoYjEOgPYQ1+C2y09A3STFwiic+dSuI5O8/pUHct57b2Hf1T2OPGiai76+nauun+XGbxxqe7z0f7FUAAVXBB0xGHje97F7+cAn7qVRzxirF8hz5bIvnEy1lvEHL9yft55/Owevq/P3lzzEhz99L2myS+9I3uNVL1rD+z92BwA/vXc7P14Q/vQdN/LqMw+gUl0GbMXcL3JEHJd94Sjeev49fPmSjWza0uMFZ1zMScdOsPvqEm/9y7s57vBlvONDt3H/wx1KxYRjj1jG1z/zzHBWM/AtTNAxhfjNPOspq/jS1x/ivR+8hbmFAcuWlXnyMcv5xAefyeRkAn7I33zoaM465yaOfs7VrFpe5m1/sg9bZ++DVGByDbAl3NAQFc8hB+7OB99xMBd87Ce89YIhTz5qGe87bx2/+4obLQaD1bz15UXuv3czz/6jayiXEl586t78wXNT7rpvHha2Bx1RAYYDc0TozkKxEiI7BLSLVHZD/YDMwcatC7znggt4ZMMGjj32WE477TRKpV1dKJ4gPD7GCGMi8ing66r69cfywqr61V3/LSJfBC5/LOcQiUQikUgkEok8UZGoCI9EIpFIJBKJRCL/1RAR/VX83yp33nknJ550PKN8wBe/+TqOOW4NORZvIBTpNyco1RfwdLCCdgVHGU97qShuMQVJsPIXkpGnNNhKYfBzCqOHWYpf0BR0A1YwreOTFaj2rMgsPnRKW4yCFWoT6+jWHGsIdTjvEJ/gfNO6ziUjT/cklxRlFuiHrvZlqHYR5sldisqEuRLQAnrB/LqCitBslyiNO1SKmPX/wN6D4KgDGTlzCH2gSMI4nhxlPqxThXQ4QPw8bjBHqh1IaqjLUBmGIppZ5avOMcjK5EkjjF3AMx+uV8AxZk4NzKOMgGIo6g8QRkHEEJwi6AE5ThNEy3iaWDHcIcHdwMQBXSCj01pOpdYBOqFYby4Qdp3FPW+E6IMWoj2cZjgaeG1jhXBBpA4yzch18GKRCObakAGt4ICw6KIxROijSHA28CidEB9RRKiFmJAOAEIFYQJlB0o3jF3FKritsDcpjgqeHBOEpOH6SruVU6l1zOFDS4gukIw24nwXoY5KA6EJ2gz+5w2QCqJzQA+Vojli+B4idn2nGaIgOocXBSkiMo0bzSG6dWdsg0zbGvk5RPtADUcD2GHvIQNq4Wy3wvkO9+bnIe/Y35Pd7Bz7zaB9fDYJ6YpQbJ/lJa++k81bEr75hROQ0WYT2ySJxSD4IS9+7Y1s2z7i0r87Gs8Y7/rAj/nUFzaweduI/dfWeOe56zj1GQlInwceTtnryddx/TdP4qhDFJy3Z9NnvOuv7+BTn9/A5q0D9t+7xjvfuD+nPqcK4sDVufaGPq889xru+mmLA/cp89bXrOO3X3kj1158CL92eAJJjSuvT3j9X9zGLXfOMd5IOf20VZz/Z4dSLPaAISefejMHHzDBR85/krmZkIOMc+W1A8457yZuv3vWPve81fz5K/fnsm/czX0Ptth7TZXTnr+W0mQJCh1zn/Blc1HRLiYYsSgYLwOGxQSflXE+JZEq5NuCKCcJ8RljyOhBJG8imlg0hRdMRDJEpWpiJe2F8R24ScR3kTy4vnQKMGxAeyt0t5vrS2UFuBr0t8L8AvgESpNQKJgjR79Pc7QXdW2j7VkYdoESZFPocMj1tz3CM973EAtdE6A88ylHc9tPH+aSSy7h6KOPflTf9Y8nzWaTer3+L74uIqjqvyg3OOoA0Rs+nfynzO1fQ07Mb1TVox7zC/8ziMj+wDdUdZ/Hey6RSCQSiUQikch/d6IYIRKJRCKRSCQSifyX41dVjAAwGAx49vNO4nuX/5gDD9mTD3/uxRx4mNn795o1ivUW5lDgQmRACU8bGGGFYLPHz5kHRghVyr0tJP0tVPp3gc8hmUGkBvn9VpyXIupW4LWNug4qhSAiaIRIh25wQ6gFMUIT6OK8RSi4vA0sgMAo3QNPYm4CMsK6o5ehvg8yj3dlVCogM6jfhkgTKCNSJ8fR7BYpjQ0RaihFYIgV7BVHAyVFmUPJQ+f+OJ5RcCowR4Ss30JGC5TnbyRJiozKa/CJw7vc7oUqMINnB6OsxjCt46gHW/8FlGEYewxFgYUQq2DRAFaEby3FFggOTw+nHURThDo5TYQBgkep4SiRMxf2ROi1VlOqLQDzYS/LLIovlAUscmN8yRnCaRtRh+gYSttEBZIjWsW7cXwytOI8hWA5n6HMIWiISyiGsRajPhaFDv3wkwKN4KzQR8iDiKKApxXEH1mIb0hRFlgUyQglFEVpIeRY1Ae0W0q11gIE0QbiWyQ6R5LvCKKGKqoLCB0gtXOhJWA7Qo5KzcZWW28YkfgSThXnFyAIbnDL7J71kZ1iE5kC3wTmEe9RqSAyjvhHEN+2WAapgB/ipYl120/hJLPXRyb2QFZYxIjfggpoWgW3HNTECKij2VpGo5Iho0dAFyAZAzdmz6TOm9MCUzbP0QPge5ALpMtBXYh9UHNoSFeA74DfblEQjJu7Qt60Z8zVbHwUpIm5LowDdRhtAXrQ7nPJ5SNecNZ1bLnhOKYnnRXe0z1gsA0Kc1ComGCCosVQMAeUbd6KxWHQWxIlNdsj6uVN0Btw/ZVDTjnnFg7ds8iR+xS5cf2A29b3uOSvDuPoY4GsYN8VlGHYAjcHaRXS1Xjp49MhebGM8wlQR3QW0TbmuhL2RbchowXEFxCxSBT8FjRJUTduY+swxHoktr6+D9pCfNeOhp9Emlth2ASXQ2V3E2F1N8Fc18QSSd32YLAJFBbYl7prwaCNdhfM+KK0kk6nz36vvoaPvmQVlfoUv/mXt9G760t87c6EV77ylaxfv/5XxiEhihF+iWvbf6jMosj+3AS86f92TIhEIpFIJBKJRCL//4kxDZFIJBKJRCKRSCTy/5FCocDl37maW+74IS990at46hFv49Aj9uKjnzuH1WsW7fYJHe8WE+CokoeoBiUDCHEFJRRPLnUKfiP0EsgmED+AJLfucZ0FmULyBcRV8ZqCDIExi3GQcdDECnaSYf8zsA8+RfwQkSTY3JesiMjIurWZwDqZJ8zqXAook6HYPh5EDQ7VcaxDv4AmBbzLQEt4UYtYoBCcAzIUQRmYOwALoVg+RHBALXT+p4yK0zjJGRbXIsOtgCJ5QrLYRU0PpIWQMFSs+540rGU9jG3OAYLsjJEgRUiBIUo9zCsJ8QQOKAFFPJ3gRDDCxAqZiRVo4JkLc/WhcD8eXAfSMP4AGAv7a2PDANVycFzohPmOUC0B5eBoMUkuFvhgQpIB6Iw5UqgEEYEG8UYvRHz4sB8FHLUwxxKeIQQBw87rCeAxMUY3CEMW1zPDoeRkCLXwvqIJCiiae4f0ca7OSAfgM5yUkdFWkDpW98xBq0ALZArVZrj/FKv9mZsF0kM0QSVFtAyubsV9VwAdtyK6mwTfBqmBKl761nGvimjR9kkVlXDmRKwwnQ/IpWppIamCVsKzkICbNoGNWxaK9yXwNfBthAaiLdtDmQrF/CSsTdHm4b05MqTLYbgRsklM7OAhmbGiejJjQoSkCC4U113Bnj0SYNyWlsQiTSjYvKnwuc/fzto1k+w+1eGOO0e87i/u5vm/sZzpqRWQbwc3bc9m5sDNAAMTcEhm89DJpX0DwPXBF4G6CSxkJbCVbqvGKX/yPT76mv045YjV0J9HqhmX3NTllHNuZv23T6bUGEFSCOuxKBQYWfJEUgT6uGEPdRPgd6BSN5cDF8QRvgMyiYriXB7ECU1IV6DSJ5eq3bcMEQ/qGqh2EJnEqUd9hiuVobcAEyuhNQJXgWLNxCGF3aCwHXrezk9rDkorob9g6+EKtj5UoTCG9rr843UtDtmtym8evIo7C8ew1+oNsPcLOGUf4eMf/zgXX3wxp59++i/zlf8ryuOT0/B4oar/snojEolEIpFIJBKJ/Kfi/u23RCKRSCQSiUQikUjk0SCkHH7wU7j5xju55oZ/JB9knHjIa3j1GRfS7ZnowFFFQpyA0gvl8ApWNLdueKWPUCIZbWKQrUSlgPgFoGYOCb4bCrYt0BLi+whD64bWZih0tjFf/DJoBxMblHGEYq+fAzJwGah12JsrRT98pgdkqHq8DMLY5uQgUkGkh7gyo8ShDBApgfSD9X83OCKkdl0AEnyIaLBCugsW/6PwvsQ+ly0D6UNhDPE9HB0cBZy2cZRxvoPQJSHD2p89kIWxC8FFQIIcYRhcKBI8LazQ3sNRxCrPg+AQAOYqUAR6OCohziEPrgv94IAwCE4CJZROEDhkeFpo2ENHIbgytBGqiAgWn1AMzghVRDwmjCjYHJ1DXA11fVRK9qdLwVXIpW+FfxngKADg6YZzlKBhbBMkVE3UEOIboI9jUbTRDXESFp0hlPG0MGlJGgQKxeDWUQhijo6JIaSHuAnyrIJKD59MAD3EKZLUQ6d/BWghzmHd7y0r7EvBzqKW8Cxg7haJvb5Y7Ke/dJ7NVaNrrgbJGKKzqHjUVVHpgKuj0sUvijfoQDIJ2sK7Oj4pQTIM13Um7kjq9j7NbM91gJMGogshHqIGrrv0PhWPl4rFqKQN0JE5HLgQMSAS7qEbIiLaIMUg1OlDWg7nsm2foQeuCtIzVwBXtvvTAZu35pzxmh+y/9Ou54/fcQfPPmEZF51/OAzadn+uZ7EPSQ1cB1zo4vdzIdaiA0nVrutCvMqik4iU7Zl1df7hu49w6No6pzxjDxj2YOQgbXDKCUUOXTvGxd95AFwxCJTmw7zbJgZIPOgcLqniyEnyeXtudD4IEQb2LGrR1teBujFM1FQDXcBLBXUWJ+K1Qu7KKF1Uxu35cVOI93Y/xYYJqqozkKnpLNI6lLpQSqAxZXEU9YatQ5ZClsFgB1qumTChMwuuwX0PbePIvafBC4PtG/nJA5twzvGm172MQ/ZZwfo7r4JfUTeeyL+MiBzxr/083vOLRCKRSCQSiUSeCERnhEgkEolEIpFIJBL5T+TYI07h9ttO4aofX8pZZ57L4bu9kW/feC677zGBow6hXK/0EIY4xlAIHe3mAjAq7U2hdx95oogXRDvmWOAU8lnrwnZWfkZGoNute9ovulL3gREky8EPwG81l3jdgaQzkC+Ab4ErIuqtiCdDrAg5Bl6s4IxHdQ5xU6BVVDdgxfwmCWPkLiOnF8QFTZLQxe9DwV5CuV+QUOw2+3ZRD+TWfU+KUMXrrN3TcA6KawAHo02hoXcO3O4Ic3hpA/VQfHdh7A7mcmBuAIpHQzRGQoOcBQCUNo4GJl6YZ1GUsBhfoMzB0rztR2niKAMJqn2zRKeHhLEtJoIgOCiHuIpZ0D4WwaHmeCFzCAlQRMThcXiGCD64HPTtejJExZEwxog2TlNyP8BpecmpwWIpSrvMeyGsRjnsz6ITx4iEMTyDcC99ABIaeAZ4ughpEDTUgV4QYBSxeIqyCQlEyV2dxLdRV0B828aSaSyWw6Hasb12E6hvh9iADJUOjklgSxDHlDGni7rtlZ819wJxwVViCH476paZECTfjFcQZiHZzQQ0Og8uCREL08AC6tsmaHCCqD1R6CwwbWujHtGBFellX2vVGK63P3UWTVfhfR/R7ahLIJ+DZBWSd2G0LRTpJZxHH+5v0gQKIkEsNA+yzNxJRhtBPeQ7oLAaK9pvBRVwJd5w9oG84ay9obMBmolFOSQJ0IV8HrJpSGvA1jD+gj33yTTkm+zLRmchWWHz8pvsekvPQQH8Du57qMNRh40jShAXtE3/VF7GkQc9xPqHezCcg0IB0hl75iCIliYgGYd8s43pCnYfUgbdARRt/Zw54av2cAzMMSJfCI4rbRNuuBnQJhaZYjEhkkzB6GEkN2cSEg/lOnQ3QJrZuEUBn0LWgtEOGJuB7gKUUxi0EO1DYwXS2oqOmib4yDvsvds0F15xLwxr7FVrArDv7tM8fOcP+OIV97Fq5TLmdmzh+KefzvT0Mk486aR/+Uv9vwNPHGOE9/8rrynwG4/VRCKRSCQSiUQikScqUYwQiUQikUgkEolEIo8BJ/7a8/ju9/fmGU87lSfv9w4uuvSPOPnphwGEbvQRUAgFYSvCWhG9TJ4UaVV3Z5AolYWfUhx2rUCuCyY+YA4VFwp75jpgHedZKJJatzt+FsjMcYB5iw7wXevspgvaQ6WGk1EohhNs8zVEFiyO3QZJQiRBB3V1vMvxThBGQBulHJwPWsBoKbZAcKE7X4CeFYr9CGEOlSQU3itm85+2rBvcd7DCby/Ms2r3TgsvE0txA0IahAFA6Py39e1gdacsxAYMwpqkYW49zO2gx2LRXZfcFrqYpKOAShfRkeXaawWhZ/b+IqgmIcpiiDkgOFubpTiHHiIDoBIasH3YL8zZQEw+oCHaAvJwX4thExkwIpcRkiQWU6ACKnhxeLwZYJCjOkLIw1kqkEtuy6cWBKIqCF1MOGDCEMWHNehjEReDcC+DEGdR2UXUoeQuQQs11IPzZbK8i3eKagKSk/iRFYaZtw557S+dQ5UUl/dtj3RgxXoWwrnKd3bkazsIFrKwD4omIS6BNKxfz86zD44gMrDivQzDHqZhBdvh7LVsf/M2ok17XRdCV3wviBuqqHbB+Z3rIiWLBsmbQfAzD5Ka6whtO2raDPqXHmAxFeQ7QMbMSUFbVojX4Fai/4e9dw+2rTvLOn/vGHOuua77dvY+57vngh2lpYNAgIQojVp2R0puIYKEakG6CFXdapW2bVfZ2HRrWy0laiOKaSBEo0LfkKDdYBc2AsYyoZMYiJbphILE75LvXPZt3deac4y3/3jftc/+vgpVoHTOSc74pVbttedea8wxxxhzfnXyPuN5NjYH6jET9cIK7nEJdc8K8P2le1rOzBUhrUEv/LoW9l22IHO/N9c+bramSdnOmROgfM4zwrv+11NksILROdQbGCfY2+cD/+8lf/hrJ+YosRv3vLa5qQZQLbgSNunGYjNkguYOQmfny+LuEFNgbfdF3s31BSoTW0cy9+vfotIhKgQ6wvYSqVcmtNo5qozVr3HpMRcX0GyhGVhMRh/YrqFNsNogYW5rZD1HL5cQbvB1X7jPn37Xkn/wwdt89Rd1PP83Xs82d3zoV17gp98f+NHvfCU//t6P867v/9P87Ptf5Cd/6h/zhje84VM8yT8bcMHMI4Cq/u4H3YdCoVAoFAqFQuFRp4gRCoVCoVAoFAqFQuHTxKh5ig996Bd56zd/Pd/0prfz7n/yX/P6L/8tthnbYwwiIxJLjwOwXfRCY/vm+8/QbtZIr6Zun0P00ArtMkTj46BniAytyBduWJEQdRt/rOibF160DYj07u/wVgVRRI5IZNuprjNEDtHdNlrZFXT30JwJYR/Vmix7qEwQBGHr4QgjP/cEZYpQ+Y7/jkCPzNziBFQJau4QaGciB50j2iPIGCShYQwERFvQvlm+AymcIBoRBgRGZJRAQ3b3AiUi1F6U3jkFNN63yC650PqV/Lce0HhkgUU/CBHRicc1JER7oBB034vn4vPVcOX2QEARdy/oCDIArUwAIr6jnIBKg4bHXKChfv7d9/TaGhj4OsHalwaRPhlh50YgOjERh4xdkDAADkGmLiiJBCbkvEI0IbpFiUQmJKb+eQEGCEOEQCD5dRy6sGTga7WHcgihIochrWxtp35eIDRkeqAVEo7QPEVETCiRe6A1KnuIiu2WD7fuxw3o2grzHFtfgsceyLH/7dDWOwOLBsiNFfYlg9ywsQhHoHj8xQnKzMQcOrWxzpl28DTN5mOEtDKxQD6FeANk5fEJ5tSAJMxVZB/VjlyfIJoRqe3zurI510uIJ34fDc2VRBPIka3reAS5B9I31wPtfN52YowKqj2YCPROTEhUTYAXTWARDuwejLes4A92TAbuYlKbCAB8Hjo7Vx5B6tm4pXPe/JWv4U/9+f+bn3hPy9e8fh/SCkYH/MTP3+WXPrbhzX/gtRArc0RhZD9DDT132Qg3TPgRGmCMMCSEGtUX0XDgfTjCRD3R7rMwgaQ+TxN/nhwApx7fEEEHaBiR+49BnhK0gvA45NvAxK5LG6iOoVW75tCHcGwODVGhtggac5B4FqYH0ItIfUC/3uPv/8n/gDf/lX/J29+74gt/2xN88Jdf5MOfmPEP/txv4YtfO+KNX/YELJ/jXT9zwrd9yx/kw//yo1S94a//AV94qBGRzwP+fUy+AoCqvuvB9ahQKBQKhUKhUHg0EC2ZeIVCoVAoFAqFQuEhQ0T0s/HfKrPZjMlkwpYX+INv+Ub+0T98L+/96Pfw5CsOvIBfk5gTsGK7siYyouPMbMtJiMJk8RzbasB4/iEryskhtutfQG9DaNC8RcJjtrtdV1bA1XMrjhII+R5B9pH2WS9qdkBNVx2TEPAoA1QgHnl0xBaVnu32lyFWeD8lVbfoZIuGyHq+x2A8J3DgcQlWKLcC+xBFzerftjjT78xKXvJt2+kvai4E2lCnTxA1onmFSkZk3/LpuUFmQ5bMtnmCttr3gj0kZuBeBhbBIO4wkICIsiRwwwvU1h+YEZigeekihEjmgkCN0hF0ApoRMiozVAOr+T6jsXg7mUwPlTlBTsgsCPTJBOCcgIlAgppdfuYeYtu5yfFpNAgp9NGwdsFAg9Dz8eswF4AVgUNvuwfUJM6IHulgERA9VJPtjEcRxh4BkazITo/EikonkFeIbr0fpwg33FUiIYxInLKc7zMam7hA6JPpwF0mhDGCOy0wRbRCdUmQG9gu+I5ATdYzhCNEOiQvqJNCfpaYG0Keu9X/vn9nbv0PR6jUJs7Id0EaNC8tJkGzx5AcQLpjazBE0NYL9TMXCGSQBqFGVJD8grmHZGU+/nJ67Smil/RXd5ktIpORWPFeTyHuk/Qc6EM1MneAcNMEB3mN5K0Vy2Vk90i64/EMWLRBxmIUFBcGTYAB5HtQ73m0SuXuDxsTB+2ulWhChXDLjsnGHBW0cuHB2GIZpLK/6wKqp6zfcmSOAHruAocttBbTMJttmIzmkFr+nw8oX/MdP8drf+seX/R5Iz7w4Rm/9NEZP/FD/xFf/Pli/c5iMRPVU1BPoXfD76u7JgDQtV0TNeQX0dCzOzo85lEXCcmnft2nEF+B5FO6OCHJIcgd4HHM3QF7nqRnEZkQ8hlBx1i0Swf5DNvNf2jPkrz2CIyxjWV8ytwwEGazEybtL6Lt03D3DF1li5a4/DjaO2Z1ecm7P7TiVy5bXn2rz9d/WZ/+McjB464PakE7XvvWD/F93/11fPkf+CuIPFz7eHb/Hfm1EBFU9de0Pnjdbwv6/h/+9F+TvLH9gKq+7tN+YkBEvgv4CkyM8JPA7wfeo6pveRD9KRQKhUKhUCgUHiWKGKFQKBQKhUKhUCg8dHy2ixEANnyC133BV/DsJ+7xL/7NX2IwVoSK6DvrE5fsYg0CAzJrt8jvEXPLaH0b0jl1+yKBoe3IDgJpBmwsOz5vQCo0X0KoUTkC6SH5echKICPhBuS5Z9D3SfGQRIUGddt536Y+VH4AACAASURBVLUtZrWfQyRzgsgA5TZoJlUjtHoCRZnPN4zGZv8fOCKxBJbmLkDjxf8MOiOmyuq3eeFRDC3ovu0s5w4hLYCWEG6gGtB8StCWgJLj0yRds+nvk+PYoxXMJ8CcEYbujBBR1ihbGyf6KHN3PUhEbnhBfQa6IWjjUoZI5hJoiFqjmrz0Pkfos5wfMhifmjs/XtSXMapzc85n66IHzGFCV174z5iDwhlKjcYTulBD6JNlA1ITGZBZYREKG4SayJDM0sevNYGDX6u6I4QCkYaOuV/BzsUAMmtAieyRdWOOB7og5goYEmhJXLqoIQB9FvMtg/GKQN/PMSAxd+HM0OMbIqoLdNc2Gx+TBYEGfF7gElEIOVGnhOg5IV8g2lhUR5ig6RKVlhwOkZwhRDTPbSzjTVT7kJ+3dYvYLv20BrkA6QHBHRRmVsCn57vzvWivC7b1a8jSsG0ep1l9hOHqWWbrVzEZtpCfxdwYArm6hWoGLrzwHyGcgC4J2xfMHSO4W0DemFChuun29wLdzJwROII4gvSczX0I9jnNJk4gQNzzz0bQOyZekAHkbCKhvPJjE0j37Lu6MgeIMAT1YyhUT5vAIZ8CCdIE2i2zzSGT6qPACOKE1XTFj//MJ/mVj5/z6qf3efNXfi79ZgZ00C5doDQ0IUATLCmjftqEEvnU7tV4ACnZ2OcXSWFix/zZrXqJaoB4DPkS0YyGLTk8g9JAWNtzRwYW+cAA9C6SN0StEU2E0Ifu1J5Bcd/iI5JAurCxq266AEUhLZitXsEkLWAxRV+4C3nofZjA/DbaZugfQEjIeIzoKXKQYe+mPTc3gF7yjn+85K/+7XPe98++h9Hhm/9dHvu/6RQxwr/FuUU+DHw+8C9U9fNF5BbwQ6r6VQ+iP4VCoVAoFAqFwqPEwyXvLhQKhUKhUCgUCoVHhIZX8N73/VNe/cxr+b1f+F285yP/JSH0yF72NeFBAoa20ZqNF703pDBiPngGUsVYb9Nr7yByBGkJXNgJ8h3bcZ3vICwQ7QMKqfPPbEH30HyJ5AVgBVxlgNLzImFnRdJwBHmDcAEMEBGzxM9rRCxbXnXu7vHZCvsMvZjfAivLiWcPoUL1kqq7R5VbRPc8nmG3+xlgBbpGwwKlT5ZsFu8hmFU+fRDI0qIsr8IMhIrEDGFLpkPYI9MCc0D9M4nMFmEJVN5HsT7KhiwdwpjE0sUNK3LuLO5Bz4Atygpl6Nc69baz7dpni+gcqFx80dq5ZOvvJ2RmQIuwBa2IaQL5LhprchyRrwIazOEA70mmQ1l6BMTSRRQt0Po1jd0ZYg0kFy5ULmzYApHMAiSaSEQUlUxIK29nhbIEJu72kIAlmY1HWUz9MwnIHscwRVi6ACEjVMDUIhlI5ibB1sZRMhon5DgwpwmtqLspoauIugVOyVJbdEXcR2WJyBYlkGUN1EgUJJmIgVxh1eOl75Q/BM4sioQFIGQ5QclsmgO29avJ4ZA6KVX7PM3mI+YkwASL7Vi5aGEPdOoxC3NzXeDQ3CTaX0XSDBPo3DTnkHQHQmeRAuHYxAB6D3KwZnVhzhSyMDeFfIGJUuZ2f+QEjF2csDTXgXBsIoh8x+YuzyHWfr2nFp0QaqBzJwgv6qcX7f7XqcU75I2JGNpTH5MlRGFw0PDWrxmY8YYMzE2h28LmrkVnRLXvs3BnlZGNsS6tbVpILYRDd6hYWOxHDiZi0DOQFpUxGrZAg+g9u9f0LiJjE5Iw9b4eutvCGg0tmpYII+juAJd2H2RsnuTU5irX0Fq4Cume3cbtJWwvYX5ugoV4gdQnkDYQ59BbI80SmmOQMyS/aHMZI/T2oH8B2zl/5KtqfvYXav7oH/0+3vn3Hi4xwr8zgotmHilWqppFpBORPeAO8OoH3alCoVAoFAqFQuFRIDzoDhQKhUKhUCgUCoXCo8qo9xQf/NB7efG5S976pneAl49fin7Kl4rQxSFZ6mvH87X3YGKG3e/Jd09f+4zsvpPuH9fdsWwW6STftZ1dKKCoqh/jWn98t/qn7G++9tlEyBuibhBtr537+rX6bxK8aHb/uEokSw+VCpXofbLvyq4v/r+Xtnv/ukU7hM5/7hwP9KoVQ7jfFx+/a320T+WXfOb+sd0rsRMq3P9U5lqnrQ+6IuQNIa8JeWPFad316f7Pl754SR9273dX4TN1de0vbeP+WKgIxGjjiXhL6v1UP3a9L9fXUPYx383h9fV3fS6vf88+kyWSw4AujsnVkBR281mhYue8Pwb3v2uuFRmroncmZNHdOk8vO0ePtjpg2zuhrY/oqgNUIrE9p7d9kagbvwcUZPc90HB/Nbx0/m1e7B65Npby8rFN194Dkq59Zrcm75/v6r6Ua2O4u8f0peNofb32/vqY67Ux3p1P/fj1Pms2R4OUXtp2Sr72vM3ALmGFT7Wura3uZX3JfiyDJo9Z6EBbm9fd/Sw+ni8ZO+uHuIjFxDIvX1EvW8ui9/ubM+QOzRntEkhGakX62cxI+hnpK9JkpJeRSqFSCHr/eiu75tB2vP07v4Sf/ie/yPve9z4Kvynsi8gPiMiDcCN4v4gcAD8IfAD4IPALD6AfhUKhUCgUCoXCI0dxRigUCoVCoVAoFAqFB8iTj72Gn3/Pz/L6L3kjf/aP/1/8D3/tD6NkEhtg4DENQ7gyp6+BSKBPSBUx14icgAYI+5AjVow8AV2bbX2OEBrgCKT2gmOwHdByC7QBjSA1ITSQEimMCKpAg9JBVtvpHRLSH5NlAixRrS3aQPdQ6WG7mPe834dkFl5+j0TtEdMSNBAywCHQsyJgBuhA9m0ntybQ2swS5CaaN1gBsg8SUEZAAK2APoEBL40K6AG1xdej2C79EaINQTdI7gGKyB5ZMiKQPQ5BCWYZTwSw3f7a+fUsffd/g3nXHwAbj4UYeim/whwhJv57BDYIIy+mD73oHxD6XobdJ6aFx1BACgty6JFECTL2+ISl96lDPM5D3EXDYiqEyPBKNhEYkUnuarABApERiS2BiY9TH6QPIZOzIlqRRYAR5r7QEGjIqPf1AtGtj3fya7HitLDnfTnEXB0GKGP/jI8j0ddHRNmQwwFJVyZCUDCHhj2ba9mtZ/G12zPXAz0gaAdMUJmgugHGvpZOIPRowxHb3ivp4iGEQBIBSQy2d+i1M+qEtQl2j4iCTFGZkEPP3EC08yL+HkgEmaDVk6B3bP6Dx6PICRaNcgQqIA0EQSVbjEAYWgSEDk1cs4tQUfF7dd/6oU9ijgIVEsbWdrgJurR7gjHIErjpBf8bFt+QO+uPKIQn7b7vFLKtQVCLKdA75lqQBi7yuQGyhmps61hvQ/UY6ArqJyD2LFYi7nnbR6ATSBG0hbiPqkAco6kBqREZ2zHx+Bf6BNkDvfB71twUNNe2drPa+FCDDJDcIblFZM/iO+ItyB7BEQ/M/UVvgZx7327aM0ceg3Zmfa17MK5tqU0mEHtIdYiua9iugZE9y0Yje6Q0AUZPgHq8Ta8HRF649zirVcurXvWqX8eT/DOMB2OMcKmqb/t0nlBE/jrwI6r6n/mht4vIPwL2VPWXPp19KRQKhUKhUCgUHlWKGKFQKBQKhUKhUCgUHjCv+8LX83f/5x/grd/w7fyOL3oN3/AtX0xkH2VFYETHOcKIQIMJEYaQ5wg7QUHF1T/vQrJj+RIYmPig2gP6bvl+wwp8egncRLpzkBYYWhFUI0Ki7jovWFVoCkisoVsRBNp6StSWXB2jXECYkPUcZJ/APoELhAOLBKAj0DdxQgZlQJXuWX80IaFv9d7g4gNcdCAniJwBE1SXIDNgYrEQcgPNUyB7Ubxx8cFuV3UL7tMAte/379hFGogeE7gDjEi6RVkgckBFC9ReXF8SGFibalumhY7AmkwAj4GAuWe0R5RTAsfADJEJqgm4IHBoc6Q1IhWq2edLgYpI9GJ/IGQlsyQw9uLoENWKHC4RDjwSoe+7w6cE9rCqa7AoCTKB6AIMIVK7IKHFBC3qY7YhEIGGzCUi+4Swh7rQIemZxXyEgEqF6C5yokFSB0SE6DEMlbczJXDg4z+yOeYU5ZDIxL9v6xpMGmEF7ArNSyv4ozZnEuwKgsWWoOdWCA8niK6RPIH0PBJuouEEdImGx9F0hgZBZYSGERKGdAFEbId+1W4J0jMxShyZCEdnoAmtnkD10qIH9BS0B+HA5iHcgu4cdAthYAIOhr6zHyx+wNYPMkBjZ/fhru34NKJ3LY4gL+142McEOEM7JmsIYyCiDBBRv5d3jg9TEw9xx8RFeWluAPFJExLIoYs1zl3Qs/Y5UEgLqA9MBBHGNszBo2AE+3vvcciftO+GCvLzUD0NcWp9TSvgDOIRygZlAKG2tRgbex4REemBdIhEF6EsUTlEOEcZoklQeR7kSRdtVKA9RD8J4ZhItvtZahdk7P6vq+B9W5lAIY6he8EEGHkK9Q1Y9xF+Ge0/BTGbXqixCBtpapujroH9EbQdNI2JEYhQTWw+mkOo+lT544zHfW7evPkbfaQXHh4+BvxlEXkc+F+AH1XVDz3gPhUKhUKhUCgUCo8UJaahUCgUCoVCoVAoFB4C/tBb/lO+4z//T/iT3/H9LKYBZYHSoWyoOHI7fPsdEioB0Q0hL0xYEBrLeNcZ5HMrcEoGlpBnoPc8h35lu691ZQU8wdwF8gXkKaKZqFuCbghpSuhOiRIJ2zkhnRPbu1TJ7PFFzxCsvcCexzosvOi/dBFA9GMrhJagcyQMEMkmRGCLSMby7OdWgEQRmQNrbNdzCxwgcgFs7XpFEans+lgBCaHy3fwb5Gq3vqAs3dEguCOE9VGZImwJsocyI7Py7+5cAOYoS5AWoSLL7FrbnccFrFFt3aPgxPu8QXUGrNwl4AJ0Yf3UGmFFYIOwxcQXDcjc37cEWoJuEZ3bHLEg6MT7syWzxNwY9lAW3u8tJpjYXokurL0a/Jh6tIHJNDYoK5Q5gX1gicoKlQ6VjhiOIWQICZXOCsKSfZw3wNzHe+UreEPFDczCf+XzMkU48vlfen+2iMc7KGtfJ4LIytavrIAZSIPIBmSGcIGEPaBFuARdIHoXqR4DZkg+Q3SF6AUS7D6BOVk2ZKkQySiJurtNSHeJKdn58gzyKYSRCVDyuRfoZ+ZIEMa+Lr1PQV1UMr1ag3YDXdoxEY8WaG0t64W5BggoF3a9eg7SQdz3+3Bma0YAetauTj3aIboIw89N9vFZmtgo9Ny54dz7eOZjeAjdXeguXZzQQnUD8srcJdLMxQYX1s/UWp/y2p4LegHpHHrPgNy7/8yQtT1D9J7dZ9KSZeguGJur+UUaa0MXJkzR1sQgugA9Q+QMkVugd1Dm9++NcIuQP4no1I/1bdx1ZcIKXfg1z218dA3VMzZ+ee7zN4PJq5DqLtKbQrWEaI4uhK0JGXoLCH0YrKDaQFzb92IDsvDxP+Xpf+93cPvuBZvN5jf8PC88HKjq96rqG4D/EDgD3iki/1pE/hsRec0D7l6hUCgUCoVCofBIUJwRCoVCoVAoFAqFQuEh4W987zv5+//b/8E3f/Vf4Md+9tuATCJ51MDKi7cK3YJKA6rnVpjTDrJYsZEptlP+3HcWz8zmnZ4fryHfA6z4qHLTd2wvbae1RxOYs0JrhcokVqjMF4AQt88jeovcnpMC5gLQJIQGcoOy9iiAQ5JOEdkgeQ5ZkWxuAZYpvzZb95y86AyqisgBqqdYQbsGuQmcm0MCG2BNkGOSnoO7F2Swz7IEOncDGHqhfgkoqokgYzSfW/FfI0hjBVFa1Iv2gQGZDny8MxtEou3wxgurDMmcAQtEQDUhKJlL2AkfOEKZgmzIauIDIWG59yuLoFCLkEB9fqVFtEL1HoEZmhsXF2wJsiFJhmBOCJmFixPWCBXBR+FqnRBIuyI4Hdjskdj6mGTM0WABJBds2LuACUUSKxcvZCC4qGRFIAFnLkYwIUT2vI3MHBMt9FFmQEKZuVdD9tiIqbtVbEmyJNIhap+1hXAb1ZWPZTRBhwysKJ7PURUki0cdnJGlIlMBN0hySRePzPEi3yGkDeiMZvMJILONkSBKbOdEsot3lKynFnkQ7HrQ1sQAbL1gfwPJd22N6RpS4L4YIUO6i8Z9u09kBkQ0n6LhCM1nwNxiTcJjJhYQGydy8mvbCR/U7jkJVhgnQUrmzpCf93u8ciHFMeTb/t0G4uN2f3cz6DZQbUHGFtkgC0iXFmXQegGeDtLW4gnS8y46iBbRkO9BXECam4ghPm7XIxtfw7t1sUVlbU4nms09gpmNm25dAPE8cOHioIDVhbeIrlGpbd3q2tazTgm6MsEBrbWl2PMsPw/5zBweGJg4JM0gndoccABhDSOF1czWRyegfdieuhCkM4FCDBAWJiLRxlwW9NLED9Ln45/4CJtNx+Xl5WefO4I8mJyGB4WqfgL4buC7ReQLgB8Gvour/+AVCoVCoVAoFAqF/78oYoRCoVAoFAqFQqFQeEgIIfBj//AdfPmXvpmf+vGP8pVf93leZLZCayYSqAh5RswVg+XHiO0M5Mh3rg+B5AXAnQW9YpW8COI27fQBgVBD6KOyD1mtAKlDyBkJnQkdwsQKeaGy4mBeIalHIBC2M2ptrVDcmMG/VE8CQ3NE0EjUPiGdU6U1wtCy2mUAzFCZmN26KKjHKIQJqj2PNBhZ/jwRkT00b9zKvyLrCKGlai+BhhR7HhfQxxwJ+mStPbbBHANC3tWdBFGPOtAKkT6ZKdAgNGRq3/W/8e9WNowMEEmgDUofZYkwQLUjuK28aA0MUS/GQ0Z1jdCYrT09j1hYu2Chj7Jzg8jm3EAPBdAhkRa6BSIViSVa9clUCD2EQGZr56ZGPa7BHBLEz6keYWHXbYKNXd9alECkIdFhQo9o402FRWxU9h0VQuosIoFo1/0ys0XxSAgYYm4MNZERHXPvU7zq5y4qQqjNZYMeIn1Ut6AjWwMCIupilRHoANVLWze6tTiFZEX4Te9puniTrnolGlZIukeznVGlM9BEr3ueLFu6+AzIgBSEwBJNU3K1Rw4eFRFsTRAHkKPFB9DYbn9G5nSQbd5NQAAw9l37YytqS+2CihYNB6g2Ns8SCCn5HE9MPBR6Nl7aWIE4bywGgtH9Yr/MLDJDJuZSIGICJNm39as9Ly4H63s4hGZjO/0ZmwtAPYQ6go5AJ/ZsCAphCTR+/p5FOdDZnIc964+MfIJHqNRk7ezZISN7NmgFskSlj+gI1K+fmbWpDSYqMHcLlYYcjlBd+P3cA42INMAclQlKz8ZeXGAklY9zC/EQZYaoP8NyYzESeWPxGb2BxVfoHqQKUt/mKgwsumFwANUIKlt7GpPFcXSKiNpXpeJN3/R/8s3f+Ds5Ojr69T/ECw8lYgvpTcAfAn4v8HPAf/dAO1UoFAqFQqFQKDwilJiGQqFQKBQKhUKhUHiI+J1f/LV8/Tf8fv7Ut/8oAMKAxAroExgAgoQJqomsfeAAUCsuZrwQeAx56y0GEymEI7NsB3svAeTEHBBkDPHQoh6wXdGq0ezevThtxcAa4ontgE5rJB6DVEg8RroFhIreOhFSR2ACzAgkgg4RjV6EjagKyv7V71bMrM2KX93NgX2UgMg+kE2IEA6ACpFDYA2qCPuICkGz7+APJnoguKNEJBAJ2qA0VsRk4n/fQ0XIrAiMvWgfXCSQEOx89k/nCAjoxIvwijBE/HzKgKxzlAmKEGTi478mcIhI3/tXIXQWjaDmVmERDzWifYQDMitMGAHoAGFC1imiY0QhMMJcD9ZEJgiNiw9qTEAw8ffBhQMBoSEw8TiH2q6FHoGRux/UV+sr0Pc+DKxtFUIGtPW2d/3etd8g7F+1vTufMCIxR+gTGNvaZehRGkOg8XE0gYJq7fOtV6ITaJBwZE4E0lqhnYDIDUhTuxY5tMSEcITkO8QEdUrU3SUhZ+q0AakITKjzJTGvqbolQQUNt1DNqGzA1zPh2EQO3qZKBA6Brd0X8RiVnvcv2pqNRzamUoFWKD003kC1BuYQjhEVuxY2iCYTEdFYO2JrinjMfRcTHwM59DXY2XsNNg5Sm3NCPLbPhhsmUmAL8QbEoYmIqEATxJsuUIhQ1y6aGNv3uPBnidh9Fkf+bLhhcxFuoLmzCAo5cUFRsOuVZM8cGhcE+SuMgGNQFxhIRGXfXnmKiRMGfp8MEF1COAEZolKRQ58sCTixe0VtzSIBwtA+m2Yu0ggQx1CNLWJCDkxIJQHqiT1TRk9Cfx96tT3rQg2xD/VjJm7pDfi590fiK36et/7x20DkXe/8Tqrqs3AfjzyA1wNARH6fiPww8BzwNuAngc9R1W9U1Xc/mF4VCoVCoVAoFAqPFkWMUCgUCoVCoVAoFAoPGT/0A3+Hi/M57/7RD7sFfw9hy25He9YNGhok7BPylsAIyVPbRawB0hno2Iu1fXNHSGugcev3NbbLeGoFQ9liWe++c5jWinq6tKIfK+uYDKz4F63QnmVDjhMyGzQMie0SdEuVEtKdE7JA7hPzHNtdr57bPgDWtotZtiAZ6KGabCe1DO3vOkB1bUVIqTzTvrEd7ETru84JOUGGmC+JWoGu3QVhS8xb0IBqh7BxoYLtBk9sEbdot0I6mFPBxnf+245+1QqLJhhgxf4xVkRfYjvYzaoe+oi7JWTdYpb0NyxiQxUYoCww54QFOxcDZYNSoahHJgwRVsDkKtJBGHm0woDM1mUXAzJrd1oYoOwcGJa+qz6Q2WBFYsgsvY8bhL73b+3vM5A8nmFz3zlBE5JrVM0lwsbJ3SlYY04HgjJHGXpfByjq8RINFk3RuhBh5XOwQVAfvxYrtDdoXvj8L0FMFKN55utVLEpEhrarnj5IRnVDlZWqfY5KMzGf02tvE3KgypcIaxN66JygA6p0z20iK1TWaDh2FxFbc+jChCshWnRHmNh8iZgQAVvDWVs0ZHIcoXmFhrHFbcRIpk/OHZCAEegMpTFBkNYgYsV3KqBnx2VibiTSYI4IrQkKWPmYZMxtwJ0hNNv4ZVszpKULDI5B1iYikKE7nIyBqbskVObKUI0gBBMqyL5FFMiet70xoYLM3QFhhUqFpoFFG6jYnGR3bdAZJkSJPnc714hLVMaorMhyQJZM1rULCLZANpENM1QHoFOUSJY9YIVyYJ/PPRvKfGHuDhnIUzs3U4gHmMNKC/XTFtVAMscEZtAc2fOujub4UC3RGE1UkqdQH/ATP3Wbb3zbT/Nf/LGv4X0fuM1f/AtvQ/q/5zf28P6M4RFRI8CfAf458Lmq+lWq+vfUHh6FQqFQKBQKhULh00QRIxQKhUKhUCgUCoXCQ8b+3hFv+srfxZ//r/53xMum2YvFysKKnhLZhi2wgHyOyD7SLQndmTkTpHsEJoTuHqJz371sbZhl+imEiLkqJCzf/dzEAHEIeubChHOzbg/YMcmQzsm9A7Tq0Q0DeTggR8i9HlU6o+o+Tq1L6tRRdx81UQMzL3wObMc1GXSKyBArVE2BDegdK8aKglxaLELwqAlJiEwRwYQXeWobufMpve6MKgWk+yQhL0FPidmuT3Rq10dCyO5sMDO3e0BCtv6wAZYERi4WwH6XLSITEyfIhswp5p7QQzn3tjMBtR3+TC1yAUW4a2U42WJOEWNMDCGYyGND3B2TjZftttiO+XN/j/ddgLkLB/AiPlgkwtyjD7bYaK0x4cQA9fOAIC4QUGYuVBBfV4qSyCw8miFBzgRdEPQOlVYEWmDuY7Pyfq+wWAzBXCCGZKYIW4SMgIs1krtSeNuoizCmWBRG7cVwfF1MfJzmXstcmCAlJEQvfEx36zkR0ws03QWD9bOMVr9Mne4Q84sgjUdnnPlaPwM5QPMaZOnjd9d2yZOAC2s3iBfpbZ2qVGjoQ37e53sK1RANA9BLVBTVczQemqiGOYRsAgarohPSKSKtr40MdFbEl7U5k+Qzvy8uTEhAH/WYCbs3h5io5/RqPauon+MCxOIVNP8bc0iISxMTVId2zymQzyEq9PZtTHTm198zoUK+a2t1d0+oeL+2dhrZQu58bi5NBKC7sZ2i0kHct2vAxldFyQzIMieL2HNA7KkmugbuITJEwsbv8w2EBRqP0aBoniObTyJpBXkC3V0TRe3ETXEIcs/eC5CfwyIrVpBumzNC1cKoB/Uaqgu0OrS5rZYQAzDl+97xEf7m//gNfM9fezcf/8Rd3vJN/73HRBQ+U1HV362qP6iqZw+6L4VCoVAoFAqFwqPKZ6HXXKFQKBQKhUKhUCh85vOD/9OP8NRTT/Gen/kwb/w9v90dEjrbnR57dNIivTG6XFsEAgqssYJ+smKm+o5zsu+49gKrLt0hYW4FubzAsuh3heIthBbNSyQMIWysCKkdpI1bv89J/SE5dO46YEXX3PQhtEheABtUAVlg1v4tSEJ16321XfhWaE9WNNd94AIJGc3BC+kWkSCsAbEd4yztWt29AFlj0QEblITQYLvvxdu3wr1eb4eNn7/ythToEFoyLbYzO1rsgvZQ2bpDQAMsrE8CqhufNb06D9qhzFB6mAW+2JjTgba+0z4g2po4QjY+LolAsE3lklFtEY+EUOlQmWCFfRNA2PjshAod0LnbwU4csE9yZwL7O1d9tYL42uMrFPG/K61FYOgWyTOLF2DsThEdSgLWCCNv08YrICjR+7X7jKJ0V21bET2gLH2sfDf9VYG9BTG3BJH22loJmOgheb/ngKJ567vga0TniPR8t/7aXAI8gkHy1uZYJihrixsg2zzoiRf7OzuPuvCB1s7tEQqaz0EjwhKVvoshMoQO8gIVAdm6+CJbMdzjFsTXC3lhIiBVzPGg8vH2/l05I+wcKLbuiOHOBiQv5K8sEkH6oGu6OAJpTAygNxC9BwwJCkFbexbo1MdkY6Ijtu5+MgLO7FjAjqVoYiRZ21LRDslzAis0mJOHOTy03s7Mx24D7JxN1ubsEfreV/zvu30xG6D1tbqxv+nMhFMa7ZZJZ4S8sfHJz3L+uQAAIABJREFUF0h83CJo8tLGnYhFdWRzitALoA/pnq9NtXkIyUVQCWLlz8dzyBuQJReLAR/4xdu88Xd9NY8ED8yooFAoFAqFQqFQKDxqFDFCoVAoFAqFQqFQKDyEPPHEE7z+jZ/Pn/lj7+Y9/+qLfCe+7SgX+gQFlTG5foKYemalHjrI6ju7D4CJOwxsIO5hWfMJdIgVc2/aZ2ONFRAxW/O8tc/JCpURyB6ifYgCuQX20XiTmC/REEFukJsalYou1SCnvvu8D3IbOLZ+sIeqIlHdLWGAMsKqjtltCjLICZpXvoN8iNnp4+9nIIdoHiBBUa0g9EjhJoIg0ifIxgqlDBCiF+IVoYdSAyNELkCHBOmjRI8WWLnQYOCCgJ0Iokalj7APUqMKwoEJH3Ro9VtqFx5E4ByRBnQCnAM3sUiHHqojRILNBYLICLRG9ACRhX1fh0APNBHIHuEwAHoEWjIjd2/oPI4hY/+8HxKIV3VGc2GoEQZAQAj+vnLxgWLxD2siQzIVaEvUgf/cErUBKheT3LApAiJ798eS4OccecyDCQYslmFD5ABlihX39xGSf8eL/1RoeIyg5uaATFAdoioWowGYHf/I388tPkQViQl1QQRy0+6R4EICifY9rdGQgA0qeyB7tn5kikWXAPIYMLVidjiweRBAdu4PN1yg8ByaH0OkgnB4/14JI2DiYpHdKNVe/I+o7CHhRYsYkGB1eyaobEGOUK3NDEGHto7k0NZHVBO7yBA4dGeIDpXG1hN9VI7oKiXFm8Ae6IvAk4is6OWlxUPEBYRjE0KEfRvLcAz0IQeIT9jzo1tav2NjcSpyBNyGMAG5AbpAZWPXIGNgDEHIDN3NYR9lSMzJIxf6ZDmy9Qwu7OjZuLOHiAup5AATi+zW8xDJEZETQppCaCA+aeMZDkywEWuIR9aWukgjPAH8KvAMhHsQO4gnFvGCuChhZKIVjiEl/taP3eMvff8H+LZv/VpuPvV1FAqFQqFQKBQKhULhN48S01AoFAqFQqFQKBQKDylvf/vf5KP/+hP8q186I9BgRc6alnO6qKT6CVbNM7TVIbS/6kKBoUUh6BjSs6gGSB10C8g1pAHoGrQx+/VcAxPbVUxtFuh6DoytACp70N1G88oEDzKEMCGk5yDPiNsVsbtHTEq1XSJpCSmj6S5mHb8PmsxhIE+BM1QHVkRl5Bbwl9ZPMrBvVvJ6iebKXQf6wADVFZojmqaIXKI6Au2jMkF1SWaBMkRdiJCZkbn0aAC1NgjmWKC1FfPFivyZDYqSCWROsWJpz/6mGeVFs6xXQZiQWHpcQ+2l5wEQUS79OxuL1OAAWKKabbc3d0H71r7WqCaU27b5XAOqfRc2nLp4QlwwEFCdItqgbMnu2iD0sSpsReYcEx80/nsmcQ/7p7/vIKcicWEOG3Q2Ztoj6wry2rQq6R7klkBlrgU0dNwms0LoIVdt37k6N+zG8R7gY8saZeCOCluseH5J9n7bjvgeSS9Bz/2zjc/rbUBRbWytaN929qfptbXUACN3AOlZxIAGEBfhUJtNf54CY1sbcoimT4K0JjbRJXBsazW7y0Ze+Nz3gRa0B/nU4xhuukimgu7O/XuFgRXn0+37zgq6tfsRc2vIGtE8B4a+Ttc253kL+iLKPipDaydPQc9Q9sz9QPbsWL5tazZ3ft9W5iagFVlXKFOUI5QtmoUce0j7KzZOMjDRRF5AetauQWqIE+jOoPukix5MEILWft0NpDmkM0T69nyRHmgg6wukcEwXb9KGm3QSUL1LG/foqgO6+pbf63ftOsggY5RIZm3CFe1D+qSNMyPrl9aovoDmLbkaoWECaQndx23eY2MCCa09OmNg/WYJ231IF+56MILNs+76MHZHiMbayWuWqwO+/513eeMbX8df/qs/8m/3oP5MQx7Qq1AoFAqFQqFQKDySFDFCoVAoFAqFQqFQKDykvPa3v57f+rmv5M/+iXeQac3ynBUVY4Q+bUysB68gsyH1Psd2OKcLK86mexAed3FAa3X+vPBCJJjDwNhcE3SN2covzUFBjlyosIZ8D+It24mcz7GYgbuIHBIVqnSHmDbE7h6iS6q0oNc+T5AhQbP1RbBzhAFwCPnCdpTrOYQjK27uYhKk8x3oA5AVZum/huyW97JGpLEiLRcgLZklhDEqR2QuUVqUGYEJVvhdW9tsPBqgMet7sVgH2F5zntggHAKz+1EDoqAnHolgYxcZYrvAl/65rb+GHkFgbguBxZUYwuITjtwlIGGxA4pww10COkQ6hCXCnosZkvcvI2FAkjVCJNDz6+qw2IY1gT2Ula8Ts78P7HMV0aAZ1RVRJyRducNDRaC1+AHtED0n0iOwdEFBhzIncIiQscm0iIPAkZ9/4z9XiIsvrPZYIXTu7GDRDIERwhalJZNQlkQZAfteVO9Az9zlICOs7BhTJDcEhJgvkdCArBBdIpptbcoEdmtFk4kCwoELYk49quAeVE+bsISNFeO5tPNLD3NB8NgOXXpEwcKdAQ4RPXU3ihXEfdvRn09Bt0i+B+EWUFsfRDyqYQPSEFghoWfH1NY20trn4hPeTuvuDBOQYzuWt34fHpljQp7Zd2SJYPcDsvK4i4DuojAkIXmO1q+0MWUL6dIEB/GWXRdbUIWqsvb1AoJfHytzctCp3ZNhgurUxnh3XeEZslyQRciyJcc92uqV5BBIoUHJ5LCxa9G534cr6xs1SrBnUbhpjhd47IMsID6Oxo5c9VFZkEMPjU+izOy5Ja0/x048ggFoI8gW2gCd2jOieQyY25pgA0whPME/+4UzRp/zI3zkYy/yrX/kT9x34XgUEPn0vwqFQqFQKBQKhcIjSYlpKBQKhUKhUCgUCoWHmG/+1jfxF//c3yKzwAppgczcd8Rv6KrMthoSlneJebe7+8IKi12GPLWCbnabdukgXKA5++7xA98JfmnF2Fz57vKFF2PH2E7ltRcvL0APrHCYXgRWSLdF4rEZ7neJ2J0CSqqesB3osjZb+XyJWbkvXWgwsJ3dWAHedkkrQoPKJVb0dOt2wc7NFsULmboCmYHuo8w9JmGNFVIbj1nI/ntCyQj9q536mZldG5H74gMruCtblAVWMDYRBLpxoUHPf577z13xf4iyQK76EL3NqZ+75+1nYOrnxWMGzEkBXSGMbYxYIiSUDSJ7ZN0ADcklDCAklpiwIZJ9v4Fdn7k8WEzFGtvhv0AYgs49yqKzYrwOEW0RTGxifbaxtDGogLmfc4qiHszQuvhhg7BCmPg4rP1nhzAis0ZYAOJOFeaWIGy93xA1+RrYYlEDF8DKRSO+TiUQu+eRPPVi9A3Ia0TOEc1oBg0HVjzXpQloFBMr7OZXXWgjKyuOa8LcRLbmrMDGitl6bOOqU5B0P3lBV6ieo9K/Kq5LWCN5iTJ2p4QtVvxW73vPxRBzVJdIOIacEC5sjYZd/MnS3A/E4z40XK0DdGRrRk8BvzdThjBA9QzVMcolQcT7eumOJCskLawvesfa1mguBDq3daobu6fTwvuwsGsPYxMx6MLFRMP7z4FcQ8io1mRqlHNfzwGkJrMFXSOyRRiSdY5Ia+dCEJmQwxbJK49gmRFUET31ddn3+75D5ZwcOxdAQGCN6NKcEuTIxBlXQpYhbFfQnkG05wD5HoSeXUture0Q+NIvqHjjlxzxljf/Pr7sDa/7dTyNC4VCoVAoFAqFQqHwG6U4IxQKhUKhUCgUCoXCQ8y3f8e3sJiv+fjHrJh73fNa/L1I8OKwv1QgR/up4X79m8hOky4ZJKn9zBnJ6sXTXTvh2k9eem4RLPvd/y5esL/2mdit6bWXNOtTepu79DZ3qJLvYidwVeT/VH7eV22/7DzXfprQ4P73xUfjpZ8LV2O0u4ZdEV+lst3eBHdFCB6JcP+zV+OrIJpAE6IJwV6ohTqIdgQ1iUDQbJ+5emWEjoB9ht3f6bwQvvtMsja0s9/9mLW9O0frx8WdF17e2+u7j73fuaPq5tTtXep0Tp0WxLyiSnOqPKdKc+q8Iura2r8aw081Ny9bB7t5vBpz65NeHcNlC9fnz96H679LBIn+vWtralfcvjoWXazCtfPfb1N2M6mZoDae9z8hiKoV6r2vV9ekICLXVgfWkqr98dr1aajQ0EfDAA01KjUqPbLUaGiuruX6dyC4wCdc62vwedZrc/bS67kam6vf48v+9tLxv1rrO0ECQqr3aJsjUuxfa1t46bzt5iDcf13dX9b3rtpn2zth23/cYhNE6GRAimOyNL/GerBrUnqk0JDihBTHpDCmC0Oy9EhxTBcP7Vjco4sTNPRQajIViYYchnT9I9LgkNyM0FhDUthmM1Lo1A0Vso1zXUGvcreHaC+J99evj1tV1bztW27xz9/3QRM2FT6jEJGvEJF/KiJvF5GveND9KRQKhUKhUCgUCp+a4oxQKBQKhUKhUCgUCg8xN/e+lJObR/ztv/4L/Lff+x9jtvp9lEBmTZWUul1DdQuYAM8BtRcXTyDs245vGUCsLWM9POatD80WPhyBNhajEE6sjpgSyNAK9nILNF8TNGDRCvFJs6PP0V4SQBqIlbedENkj5IiKQn2LkDe0oUU5RqVB2AcyVyVZGaM5ASdI2IAKqjXWqRNEOqCHas+cEOQmGv4/9t492Lbsqs/7xpxr7fd5n/voB0itBoQEBUK0TYJjIGA7kgXGJo6RSGwZkajANhZO4lABh0ACleBgiIliubpiGwwGkyIyjozCIymVMQ4EiAqIQoyFJNTdt/s+zj2Pvc9+rbXmHPljjH3uAbVEI7XUfcX8VKfPOWuvNddcc465ru4dv/kbA+DQk7HZPkcI7Pl1fd+p30dRYJ8gCSWifq6wRaDxUgc1whSlsvZ04KnVFnOJUNCBt9/HdsIPUc3AAbBEJNsYsQTdR8TcDYQ+qlNU9wnSgR7YmKqgKMIIUB+XAcoKZQiqBA4I9EG3EBmQWCJsI6wRRojWqE4R7aHSERVCVtAxkudomLjYZMf7vfR7KMLYx8xKZGSWwMRT1QN7Ps4R9hBWfv6AwAjlzGIOwVwdNm1vktRjoLrU9tpjtSYwNFeDIEg+Ad3yGNsH6RA9QtWEI0IP4ktBjoCBzUPY9ngPVtogrUAO7d4SIDxg5+UMIXiJj31cgeD3urwuLL5EARmi1Fgph+G9L+l7rF61uEgtyNjX3FVbK/KMtz22GIrXgLHHUbR8vV6HEIArEGpzGgk9W3scQlVDfsaeVcR2/Ydr7laSbU1rQuQaEkaIjFH6qGaEPZAGjftoXqFV9BISCeKnWP+TrRXYtvGoH0J1C+jQsIVqJtefieRTusEVcthBdYbyKFGPyfGlLgpaeDsJ9BCRytag1GjuWTzLgY+drRVzbdhBJFrMhyE5TwnyIDmcWoxqDXKGas/X2LaVUgiVxZWMPQau+zjPodoDuQ296+bgUI1Ats2VJTxgfQ07IGOUhp/7hcSrXv3F5oDBDoUXFhH5+8CXA7dV9bMvHX8N8LexRfU/qep/i0luzoEB9gdfoVAoFAqFQqFQeBFSnBEKhUKhUCgUCoXChyAiLxeRX730NRWRb/pd53yJiJxdOufbLn32ehF59+VrRORNIvL/iMivi8h7ROQrP5HPdL8iCF/0xV/Az7zzFxFq33kOQqLWCVU7Q8IBIR2ZBXrcB4LVYGeOJS3HnkAdmyBBRt74wHcMV2bBDrZbX88gXrUkrFwz63iWaNjzBO+DWJmFMXQJ8gCyOzDImItEIQHCCAk9Qtgjts8geUXFDilOIB6ikkBaRHasP/TtOhl4H0f3doeHoY/KkCArJB6A1IjsYmUOFp4sj0R2vYRA5+PYY7NjO9A3pwN6tkOdHlC7WCEDaxcDBAIjoEVlTpB9hEiQfaycwYae7+qPPkeADoCMMPFd9n1UlawrFyUESy7TYeUYtu1eYsl76wfIZjyoUKI7NKgnnGv3AuhZX/KcoCNCaqm6TEzZrPLzCtG+J8LHQHLhxmZMhv6sljg2cUbPn8fEGkpHwOeUETBCWPvZdr0wQel8j37P4oq+jRk2n0pEvDSGPRvkUGFlAQ5c0HKIsLAxDmM/to2mBRvhBky458oxsvjQnolnwsDiWa5AOrNyBOEQUUE49FIma0tSiyCyD6w8ZrEk/8bVIHjCmyHIAuS63+MA8hzVc6iuQIi25nQKsgLZBQYes8HmVCHLCJWAEslh7CUVMqRTiA9YrK9HEFawvgvRhQqbRDp9NzMY/o7nFzXxi6AEGXpsmEBGq44crpkbiPebPEWrq+SwRY59cjUmSY3Gilxtk+OA1NsjhyHd4AClT5YKjVdRhC5cQUmoJER2bR3Jto0ryeOhb/N84ZzAxTEYuWihb9oezYhsm8hKduw9JB2EPRd57Frc6AoloHGCSnBBQnYDi6G1HXcs9uLIjmd/BxIvYh1d86u/EfmJdz7F173pDchGoPFJzObP9Qv3jE/013PjB4DX/K5+R+B/BF4LvBJ4g4i8EvgXqvpa4JuB73jeBqpQKBQKhUKhUCg8rxRnhEKhUCgUCoVCofAhqOpvAq+Ci0TADeCfPMup/0JVv/xZjr8e+EPAPxKRCbALfCvwalU982NXPi6d/yTkz//F1/NP/8nPoMw8UdwguQd6SpVuE5tnyFREnUKaWbI0e6IyzYAFVON7idV8A+hAzk1YkGbAHSRElBZL1t3F1AU3LLmbG6vLTgSZAhU074PVFPQI+i+BGKC7AemOtR0ftERwPgNOENlCRdFuynr0uQSUSiIhtYR8wiZJrmEI+gyqK2AKXLdkVn4apUE4J8t1YEmKinKMJRkjMEfpUNbYhtkVyhxLkO4ijFBuoboGlihXrWlm3nYfoW8171mTmRN91FWnttscc26AE5SlJZN1m8CEzB1LWhNADxBqG393CrAEcevHOu93j8xdRNag0eZPFygLkGTuBzohyR3QiGrju/IrMitgxcVf79M5Vb7pu/NHiOLuCmvUHRHUBRD3BAZDf/4zLGncEpggrMicIZ7E1Ytnyd6GjXdmdUns0V2IQEyAcEBmiXIKgLAGdgjMycytjIOY0wd6hrAE7rgrxQrJS1RqggrEHrL+TUumyxSCO3PoTczpYOHOAVOP1TPMoUMhz5AM5CcIcULOLcjShRFLe5b0BCZSmII8gGrnzgTZBAZ6FTgGXdquexl6sttFP/q0xZzO/fPK57OG/ITFco5o9bAlyPMNc+rQDsLE77W0MV6OYTDytdr6821DehKYe/L9miXg82+DDJGQQK97fE7dDWRApo9yRpaOmG8AW6j0IN0g1SNy6Jnbgp4gskKlNUcFmZA4RaXxGDfRQw6d9ymBDlDWCCtsk/rQ43Np8xeGCFvkfIzIwkQ2uusColOUcxsnhihDRJaonqMSEa1tHJn7epig0hI5IXNKUCuTIfnM5jwn0LGLEk4g3/X34NLGTk9B5sCAf/3BQ17z1T/O42/7Tq4++KXP+V18P7P5c/2xV8ZNrZMXHar6cyLy0t91+A8Dv6Wq7wcQkX8MfKWq/oZ/fgKubCoUCoVCoVAoFAovOooYoVAoFAqFQqFQKPxefBnwPlX94O/jmk2qQ/3nq8AMy1ahquebnwu/N3/0Sz6HrkucTWdsb1vSXSWRtQGdorJEch/yGlhB7iAItpt7jVmci4kGSMDaEqBSQz7BEsxryBFJKxQBmUFsLEkZKqC1xC8dNq2Hfr/G73Vmddx91zFSk2VNlgQhE7Wji0O6uMN8eIWusvIJXdxFckuVEnV7h6DniLae7G6wRPDUd8M3QGO766WjlRWZzhPKNcBFcn7jdmB97dg4EEBy14EWpUJliXq7lkjfuBA0mLNEsAjOwYQHurB2ZcfHsgHNCAtUQLVFaEFNNAJLVOag3YUbgbL0tgUhekJ+ierSEv8aELL1QTNwbo9PIoeKLAGRFqX1thK4f0HUM1RnAIhG21Wu/nw6tyQ04tcmMgvvV/IxAqhR5ijZxSnmwmDXLPx38WONH28JCBAufrexPPWxbQGwEhhzEnOg8eetLOb0hJDOELbQsI3qEpUV6BrJK6L2kDQHXZnQhmOLQVljdRX6dr88tfHNFWhlu+yZWzthGyQS2AgKEpIndp40HtMBZIZciFrwmF5DPva5i953LK50hXQ1KjsQWnM2UMUEG15mQBIao4smfDc/amOvrQl3mEE/mP+JrqA9MZcIOTexT5pjAp1gQgcdoukcYm0iBJm7Y8fSBSkRpaKrIqvhNiFPrCwCFRpGpCAoPUR6qO6B9Liw/BCPB+1MCyGtOUGItS0SUGoTDck5qK0dRBBaEyWQbG4v1rN6HzOqK0Qaj73a2z4n6Nxil7HH7sxiNtgaT9GcXKqwQtIM0dbnJ/v778wcMVh5nzwu0imEBAI/9OO/yV94wxfxVX/ur1H4hHEoIr9y6ffHVfXx53DdQ8CTl35/CvgCEfkq4N/BxI5vff66WSgUCoVCoVAoFJ5PihihUCgUCoVCoVAo/F68HvjRD/PZvykivwY8Dfynqvr/+vG3A78C/LCqzvycW8AHROT/AN6uqu/4eHf8k4XRaEJdV/ziu27yJ77y5ba7X3pkWSEyAq2tzEEQyK2VYmAAYdcTogHiFiZOyG6BPgfZA3q2e7hrsaz7BIkVmleWmJQ+pC1P7C5dmNAHJtA/gKyY9f/I2pYeyJQsh3Rxj04ixH1inrPuvwJyjQZLEApms67SksMuOSRCDqhm0C2QZO3qwMQIso0JCnZIbINYiQAle4K1hyW9PcHPxHeJt1hJhqHvuLcd/DD20gwBS7A3ft7YdqwzRsjmRkAPWHpZBLEkMJ0lQhGUiSdQtzz53QNGlszWCVZGYtM2CBNM/GAlD9QT08oAoSbTs7YFVEe2S5zahQsjhIGXRBhh4pJgU6sDhG0s+T1EtY/Xz/C+VVgJjM6ejSH2TwM930mfEcYXsWdjEiwuNol533Fv5Rk251UuNNi0XaGMLkoybJLu9tz4PSIAgT5BE6IVgbHNkY69lEYG6SO5IcuEEHYt2Sx75kwQK5c8rbHSCNGEIir2zGHXxDm6tvPpIez4jvkWtLYv+j5ParGtPYtlsLFkx45z6uORUdkx0UBeQ+jbffp7kBa27kIFMrGEuOz5vPta0QwkE0AwsbnJK2AL0QZkjEgNnNtYarQ1QesJ+h4iEzRHAru29OijOsBKZ0xA1hZfOkZpyeEQDeYQYmv4xMUmI1RrlL7HcwUycpHIxOJE3NUD9bW5advHTDeClrGvjWwhp31MFNQ3oY4Ecy+4EBBt9GpbNs667e0FF/xM3dWgtes0gC4tzsRLgVQjaNZeDmDLmpMdFyIkiHt2fXUIzEH6vOtf/jbf8a1/jMInlCNVfeyjuO7ZfBxUVd+O/X+NQqFQKBQKhUKh8CKmiBEKhUKhUCgUCoXCh0VEesCfAv7zZ/n43cBLVPVcRP4k8BPApwOo6g8CP7g5UVWTiLwGK93wZcD3icjnq+q3f7h7z2az5+05XizM5/OP8sprfP7nv5p3/eQH+aIvfcx3oQeUCV3zMINun7p5CpFDT1guQQ7MulweQpjDOlgSOgC5xsoMZEv05x6sxGqsgx2PD5ttf3VoSVIZg/aQsIB4DVDIO5C3oMtsatnPm5ocHqWrxjQ8DCHQZUs8hnkixRptx2RZejJ7DUSCHkAaUqU1kiHmY09kqvVbbAe3yr6VTEBADkky93YCJjo4QJkRGJNdmCDsYyUYamznPgiH5mQQav99gP0VeYwyJ7BFZmZlGzK2O10f8DGdsFwGRG2c7T61OwWsEa6SaQjUZKIlrBkgjNyJYBfb3e5JWlZ+zJKzyhhh6e2svExCjdKhcWSiDZYuYFjZTnQNtHmB5L67Qoz9WWYIB1hZBtAwAGkR2UdZ+XjU7o4wYlPGQeixXHhinqHdh5HNBwP/eY4lkWsuEtGsfLyXmMNEdAHHyJ8hef/AxAgDYndGQIjdPkHPUA4xN4h9THzSInqIaIOkAwJ7iG76kYEexJ4JY2RgMaV963duPDY/FfIMwr47Iuxbf3XJojlE8rkLQyyWchhCCCbG2STNRUEegnTXRQbZHRke9rjYgekc6r17wgEZeFI8clEyQgaYk0U0dwN6Xl7lQSTdQuTQ5kMyhJeYe4nsWR90APKIu0N4aRKt6OKIth6QQ83Gg9+EDwOUBavFLrD2tRJ9rRyiLNydo3axybWLtaL+T0bCFZREkIqkuwhnmFBngDJH2LN3BX1fY7YOzY1iM08rhOsoS4Se3U8S6A4m2nEhBuaKELRvThFyCHrKRtwjekrQq4TuCFCCjiCfA49CmjFvx+7Q0vOxGsN6CbULEdhBZZ/T2W/x6KOvvC//nPno/xy5b3kK+JRLvz+MCSALhUKhUCgUCoXCfUARIxQKhUKhUCgUCoWPxGuBd6vqrd/9gapOL/38ThH5OyJyqKpHz9aQqirwS8AvicjPAv8A+PYPd+Otra2Pte8vSj7a53rsDz3Gj/3Yj/Ddj/9JhF2UjsyCKu8wnj1Fla9TtccQTrFdz3cgD80+naknJi1BbAnlM5DrsL5tIgSdWTmE3sOWBExHEAXC0xAfMqv2dBt6Awg3bMe51JCegWZoydEMsM9oPGex9UqiNDT1FWKwHe7Cgdv6r7DNrisCAxMZsCbkPlUG6c6IukfVfRCYkGWFEiFEcmgAS8wq55gIYeZt94BjIKP+zEof4dhH0UstsI1wgso2Ko2ZLnh5AaFBsR3pJmRYIjpB2CNzF3MQWFHllsHkGlF/C5URmQqYogwRztyxoCFzTmBgYy8BdBvlrt1PzhFNKDuW4JWV72I/RTkgcOrJexMVKEOQY09CJ5uzMLbvDEC3EH0GKyMxJyCobqMcI2I7y1OYWfI4LLGk8RArvTD0uDh3R4lzYMJ4simxcICVZu9hAoHNbvYp5hww8DEb+ucdJkZYsinnLiyBPZRNjK4QGuquQvKaujsCqYDbwHVMAHHmbd8Gtd3yIeUHAAAgAElEQVT6VXcDkV0XBfTtXuEc5AFItyBMIE1BZoALSPIUYgS9CeEhE9ioX6832RphifN0C8IeKXbkUEEVQc9MhKCNj0EGvYPIgyZI0Ju2K587NiaaQe76M6pdFyagx8COCxcioi2i55D3bHy6J1xGsID6YcgCPOOCh1smoNAh8IT1W/AyFbt0cUpb79LJgovSIqxsDrQCzplM8FgZuePBibtDTFBmwB7CXZsDjX6sj8jUnkuyH+shem4iBt0Bjjy2Z+Z0otuIHJurho6wPyr2ETmyuNEInLtzxsr7MPQ47VNlK2sC2x4L0eNAkDQhpCeo2zN3vbhp56WbFr6s2OrfMhFC8mpA44chP+3uMGfcvjvm6aef5iUv/7NIvOcCcj/xMf/5KM9mNvBxZ0dEHgfe8ft0Rvpl4NNF5BHgBubW9DUfjw4WCoVCoVAoFAqF55/wQnegUCgUCoVCoVAovKh5Ax+mRIOIXBexjIaI/GHs7xd3P8y5D4rIqy8dehXwwee5r5/UvOUtf407t085PT0nc+J2+h1daFkNHqCr1qR6bgltjmxXd71J4p574rVniVG96QnaJ6EaQ3MGYQpVA/okhNps7/Mx0EG+Y0k/XUJ7G8t0BrueFcQTt//PkG7RVhVJzuiqK2hIZN/dbv2OCMkT4BkhkjkGWlJY0YWKVB+S4jk5dCh3bOe/RHJYmzsAx5goAE9sN5bIZGr9ZYbQYUnMO1iyfI6JH/oId7CE+RGQCERP9q9QTglUWOmFqYsnZmTmKILK0vKpBOr0G4TcgJ4hnBNkYC4UsgSObTc5Q1ROUOaYAGTqQoRThAZbQkeWkGUFHCPSc7HEDGEGnBFkiJWJOCXkm0ieElSQ/DRBjwl6h8CRlUWQY2+rRTlCBBeAHBOIEGbADOUcZUqgj7K2/rFwd4cBMHcxgQJ3faf8ibfVWV8BZe07403oYmM5B8697QVwijJHuUugh3AO3naSKUFW1mc9urgf3DEXA/WEtEQCN8nSmBAhjCAvLTbTKeSnII7NSUBPTSCjT4BEWxfZ29Yja1PnkG9bIj0D7ZOQltDdsR3+otYWm3UhFrN6bC4Cesf6Ka2tL5IJdOSmP8uJjVPogT5j65CbLrhQyEdIe0bonrC51GQiIF2aKIIjCK21I53dX560NvXUy0MMgBukAFlOrAyCBJ/LJehtgmzKIXjMhYBwxwQqLBE5I0jfn2Xu/Z5bPMvUSzKcoqIofZQzE/Fw5oIPsbalQRCEWwitrSeZQhhCOEXFYkw4JdAnbuJW7xBYEYgEvQX5GNE7iB6DCqK3EZ0jrBC5SdBkbgjpprUta+uz3rV1LRPojqG7Y99XT2POHLbu/9UHWl7xik+7b4UI9zFnqvrmjyREEJEfBX4BeLmIPCUiX6eqHfBXgJ8G/j/gf75UEqpQKBQKhUKhUCi8yClihEKhUCgUCoVCofCsiMgI+ONcqsksIl8vIl/vv/5Z4D0i8mvA9wOvd/eDZ6MGvkdE/pWI/Crw1cBbPn69/+Tj0x79NLZ3JvxXf/2feoJ36Z8Emv4B6/5DLPsvIaO261WDJzErTyZ2XtqgA4LVUM8V0FkOuQpQraA3hmoGdYCqx6aMgtHYbu2kJlTw+u1oZy4K2tmO6tyaS4HkTUEFMg3iO+WtLELAEtcLAjVKA4CGihT7rOvrNPUOOWyRg9nQm/igASLKmSc+A4o/E4JZ40fu7fLvefIc32GeUaJdo7ZrfdNDS94LmXPulSnv0E2CV+xas9ifITokpjtUaU7UBaJi99IWJYM7N4jfW1XtlnSY2CGjnCP0UZ3bNQJW8kBAkz9z8jlY+bHszgU1gtr/vG3ovOSCXmr73H6XgJAgZ1Q7bztjy3Pp7SasbMQ9I0WLtZ6fs2GB0CMz97HeuEvM/bfOy1dUCNmfN2HuFNnHG6xMwIBOOm8nugNB9GY3cxtBT8jSR4NY/G7iWSPkFpJAai0ORdzmfwiceImF6AKFzT+FbNoQLwUQMIFE6/PgpRl0ZWOkp368srVwEXNrLko56KkJc/LCnzHZM2i0a3RTIiEj3RJJMzs/nXiMBmiW0KpdqiuP5+QiixoT0gCSUBJt3CILZPqgycctg66tr3rmURhQyZfWxWbuFORezHGxHgJKIgMqFVmXJmiSSJbg6yhczJECKgsIEzJrVCr7ChVJemSx90hMU2Juid0xMZ0Ruxmxu02V1lRpTtAG0YyQCDonaIfkBsnmzJHjipyzOVDQMxcMzf7+WULVh5AgRAhq7zZNvv6VD/z2Mzzy0of4g4iIjBB4Qb6eA6r6BlV9QFVrVX1YVf+eH3+nqn6Gqj6qqt/1MQ5DoVAoFAqFQqFQ+ARSyjQUCoVCoVAoFAqFZ0VVF5g3++Vjf/fSz28F3voc2/og8KXPawf/APL9f/utvOlNX8s3/Mev5TNf8SiZFVaDfUJTRSp6rPufTb95EpE9y72hEPrAAGQb8sht5Ldtp3U4NHeEXh+0ZzvN64fN1l5PIR+Y3XnY8naWwIElUPUZ0EOggrAN9RaEGYPFHPQGVIn55CFyNXQhQkNkFytfsEAYeUJ7SmAHvCSBUJGlo60foQsrKnYhZYIqsEYRAgdAQukQekBNpkO4ApwS2EIZkTlCuOK7tidY2YYGZdeSneySNdp4sAYCgV1PmFsyfdN2YN/dF0aYqOEuyEMEXRJyj6wtQfqkmC33rVtYwrryUhB9VGeEPEFlBjJAwyEdJwR5ECt5EBDdJXOMcACsCDJGtYdwiJUJgChXyBoQ3fLnGQMrey5V2yGvO2SOCPKQ3Y+IsgN6Rp1qckho3EKpCey7uwEE9jDxwwhBgbHPkY2tsU3ihMg1lKnFGSOEIeaY0MNKg1QEdlyO0HNhwpaLURqsTMQREh4kh4agJ6BXIZ9C2LHku2Rg2+YoPYV0E4/Vkc2PZGDHtQF7nrCfgYxsB339KdaeTkGu2jHZgjZa4n899mRpZ8l2Rmje8najCQQ0gVwDaSxxryO7RhX0OsjU1pL2MfeD6zYmsouVzWhA/XUarkBOaN2gujBHBK6asKJrYVFBJSZo2LkO9RTkABgDN7CSES2EfXKYkGRBituYsGLP9QWdrw1QOUQRn5sRwhaJ2wQewBxD+pC3EDkG3QNaRHZR6QNX3OkjEDjERCVje24ZoCxQeQC4S5Ahqltk7hDDS1CZu/DDy6JwgJDN5UMjhCteQkIQuWJjrVs2D4ytlIZcA1VEeqjsQXcTqpehdQ+6BDqE6iF/5gzVVSBB7xqkM3PPIEE8NBFVyOzuH3B09PNoPkLC4XN+/z5Xfv3Xf53t7W1e+tKXPu9tf6yo6uKxz4o8Z3XA88tHW6ahUCgUCoVCoVAo3McUZ4RCoVAoFAqFQqFQuE944xvfyOd83st5w2u/n44liSWWYJ6jUpNjTQ6QwxjVu6AziBPfWR0gP4PqiVu7Lywhm540u3dVYAXVFdulnS15bZbtAXJjn0sf8i3IZ5Yg1c6s6fNt6I4gjpA0pd/MaaqW4fS9SM4oLZEJmSWJlZU8YElmZaUMLnZXNyROzA5eEhq36WROimfkMEBQFy7MyZyanT4NSguAMgONJM5Rzgls2+cqZG3I3AIGZvlOj8w5ygmWnIsEhmQWZKbYbvfOv4TMJqG/MLeA+CBWRiBD7pD8JCF31O2SmAOSZ5CfQKiIaUlIp8QuE/QmkYDoOVmnRLZRnWNijB6J20Df50jIKt7vBFSIjMi6RrntDhRgJRX6KHdR+pjLw5LIvjsjJKBH5o6JFXRK0A5UvJ0OocbKZjRkjmze3YUhsEfmLuaQ0LmjxY6X4LC2E3fd6aAPXuoicdcdEqI9D30yd8i+616Zg+yT87k7WNRYiYbaXQE6G4t8E9ojhC1Ct7b5yk+ZUEb65oKgE+ie8PlIkOcQr0B77PFcA8d+7cqEN10N66dhfQrdtl1HQHnGBAziLgjVVeAc8gnqbhuqkUyFysKO5SmZOVmuYk4UNaorlCM0bKPSomELzXdQztDQR0VMIJJOoLtlIp92DrMF5AirY/ueT92Z4bqJFETQvCDpCUEGKA0ifbKemEhm44UgE9AZygzVHsqSlKfAHqruhqGBzC1UN++FCtWWrMceWwFhjLJwcU+NSAZZmWBBThEZkFmTZU6QfXPM0BalJnPHz1siqqhm0KdNq0EPkb45GuSnbS4lg5xbrOttkAGwQvIciVfs3aONiaO6JyEt7J0mAxONdB90dwgxAUoYQfqgtU3LF37+Cb/4Sx/k+NbPfqyv5A9FW/7Yl30xjzzyyPPf9v3P71mmoVAoFAqFQqFQKHzyUcQIhUKhUCgUCoVCoXAf8Y53/gjP3Djie7/9ZxCExAJLUEc0DmmqbbqQyDImhdqEBnlpSfOwb7b1eYbZt59CvOqW9wtALUm7sa7PU0vGhgpibUnedAJhDLJju5Rz5zuQd6CaWNtaEZpbTM5PIAihPUHUBAmitkc7uwsBbMoQKMoaUAJbwJKMoLJCwhZBdsmsyGQXD4yBvosOFKFCiAQqT5Tb7l8r65AxR4dEYM/FBAFlgZU6mGDlI9YuahCEvgsVMkJEiEDlZQkCKiNIRzZmrIEVIgeIniK6QtIdRAVhG0m3IS/NLYHGdvV3dyCtfAQakIpMIuuMwC6QbDc4DcLadqXLGiv3MMccB/ZAzskkoO9G/DsoMzKKSDQhgASyJjIzhB2ETFSFNEVlQdBtrNzDko29f9Ad0BWqrbkY6BLRCZmZu0QE7xtkOjIzAmMfj0RmBawuHC9g/TvcMYSlXy+oNEgYoBIt0Uzf3AioLL7yCcgIqXaJq6eQroH2FOTQ49TjOc/M+SDNoVt4V5bmACLiSewaE0bUJjxY34ZuBO0IljfMmSCdIOyCDFE9t+oPOiOFfbo4oQstKY7sK4xJcUwXOlLcIoUxOWTaWJNCIsUROTxAJw1tGNNJS4pXSWGXJJ3Nnbq4QgfQHLvrQAWrbEOXT03wI1ugt+1FkM9JcYTILk0wiU7WOebCvwUsUFpUG2ubngsSlEBAvBSFaoOwIMgusik34SIFW3ONi0bOEPoIW2SmLh6qgQplTGLBpvyKYjFjIpRzjwEr04LHM3IFZGXvpY0LiezbXOcGE70IysRLwmR7D+nc3xkt2t2FeODrL5n4Sluortt5eWkChbwyN4ruLqSGw72KL/ojn8pP//S//Fhexc/K2/77v8xy1TIY1M97288rL9IyDYVCoVAoFAqFQuGTj1KmoVAoFAqFQqFQKBTuIx6++nl8+3f9df7Lb/mbfM2bX8XVB4PXfh+RaUi9CW31CsbLG/TbOaqnyMaKXaM5GTC3ncXsWPKPue0wZ869zNERiLkNILuQ1liJgGxJ+BB8N7OVGyBVkL3OfbwLskVcP8F4taa3gPPdz4G4Q9BEGzOp3iGT3co/eSJc/d4dmQaz8Y8kWZECIH1CXlOlRNAlyhRh5eeJ78KeIjRkklnUo8AM3KjedvqvERYolbkGSO1CiO6iT9afFmgvSgyY+0Dj4olkn+uJz4zaju68BJm5gOHE69hPbSx1ZWOua2CJxoocWrL07Hc6VCKBpaf05whKkobA0p9pgUogsHZhhvdD5sCWOxVkf5a1P9viYiwl3yXkBPkmQYTQDchR3KliheqCkIcE5oTUEvPMnBbCro/lCiGTCe4ssUS8dIZyjjlHnCN0PpviY7vyORijqF/XkGkQmQA1OTRk6QicWOI9z+25FKS7Q9AhkqaWaJYtSMfunnAO0zmsJ1aCIU2hv4atBQyuWVxyDF1jAoSwb+eFKfQaOz8EqBqoGwgTsrR0UUi1l+SQHkgkKwheHoKBz/wKYYKJHO65FKCCJewDeBkNE41UKAKMGayPCGmByNhEB2kOYQExWPKdM5vOfAfiwOKLU1R6dDGRgqBicQE9izUEWCKSUFUTIF0IZhqyigkDdIZIS9bkIoIGYYpKhUoDsry0Vmr/vlmXFnvCmMwaldbXA5jwYY6VVOl8XDqLD124m0rytbIwwZTs+vgs7DPtsLIySz++gtyzMZUztJfQroHmLiIJqqkNdbMAlpBmNsfdHKpDSI3HTUJyy+1bpxzuD1FVRJ6fTPl73/tevu27foS3ffef4Pse/+Xnpc1CoVAoFAqFQqFQuN8pzgiFQqFQKBQKhUKhcJ/xrf/Zf8MjL3uEN7zmrViiL3ryuw9ENAxJcUJbP0QOI99VvfmKZh8vFSq9Sz9XZhFPhLDtwoXKdqhLz64lehsB20Hdd+vz2s5H/PqhWaNLBQTqZk5vdcJofoP+akV/eYdec0LslsTcw/5qGvw5AkpEqN3lwEpMiESztQ9jNE7QMPKd1pVfW/kYhIv2TOgQ/Zxo4gOiXxcvfQV3PojurtDzZwkIgcAQ8aSy3UMIio9Fn4ud9hptrOj5mHl5DKnsc3rA0NuuUOmjsgVe1kAInqiu/H7Rn3/T376VZaC+OL5xhFAfg8vjuBkfYeC/m5+BCSmwHfIKMXeE3Nh3hagdaPJyDn4sQ9RMlZbENKfKLUJFoO/jUvn3TYmGe3OzcZYwwcK9PqoLGoQeSkWWIRoGHnv1RfyYi4dYuQJqS65Lz+JTA3RiLgJz0KWgZ4IugTZAI5DHdt4mRuM2xB6EHtQD6FUw7sNgAvUEqh5Emw+VPlnGKEN3VQgXz2bPNbl0LLgzQfR7RZ+fzedyKeYqoIdo8HW15X3rQa8H4xGMJlDX/vzB420ADEhhRA5jRCwGLA57F3F88SXRxRPhop3AZm1GUJ87DS648fmTS/2XPkLtMRYufb6ZY3NEsDbGl9bK5ef2uRRfD+prQiv7fbOOxMdYhiB9ZOOQsfksDGwNhb6vn2iOEvSsbEPsQaghVhD7diwM7r3HNEAekJLwAz/884QQeP9v/aCJNj4Guq7jf/je/4Sv/opP4alnpvzRL/zsj6m9jzsvjDPCjog8LiJf8Ql4wkKhUCgUCoVCofAioTgjFAqFQqFQKBQKhcJ9yE/+9D/mFZ/2BfzQ236Nr/2GfxslEeijRJRMrg9J+QN01cPERlwcsGO7js0ywHde7wO7tsM/KJZozBBf5rush2Z9Hj2xL4BcsRIOYRdy7eKDPdt1HhOEDDICBOoD6I4ZLc7IYYugT1KHLYar32Y5+Vw03GTdu4qGCivRMCKzRhh6Uj4SLxL4luzvQkVFg8inI+lJxMs0WEmFfd/hPcR24vdQ9oBMYMKmSIReJFF3EKlINFgphz4ZJXCVjNn/C5FES2AX0XNiVtZ5QcwKum+DKVuYCGEBWTzZOoRwYDveWQIDEAEeBo5BDrCd9B2wDfQJ1Jjo4BzYA1oCWyg9Ag3Zi1KYwGBIZoAws+fVTGAblb5PcI3QAmMXYUSqrJCOEa6RWRF0jOQBQRt3PuhcxNEjkG0qpSanFZVEYuqIec66d0jsbtPW11DpIXhJCp2i2kNDQJkgjMh0/nntyfkxgc1u/Qhkm4P4MmLqEcXLasi2x1cPlSGqpyD79lncAd2yeJ410PVN7LDYh3oHWZ/Bqg85W1z2XwJhDtUVc1uIuyamiQH0U6F3C/QAwhrCmChjNG4jNKgLSWyNPYQyZSMUsQIJD7r7xDaqK5t3T8IrO7i1gbsLiK03ACpU9xBdQ24hPgpyB0L0hD0gD5mLiRxAt4Y4IWufrr6CynWUnt1b5yh9XzO2dsz9ZOD3v+oxYSUwVDuEPaADBggJRX1dCKK7ILWJS3SOUhGoEXbJnPn1tbsj7IKuL+bXSrAcuGNEz7/OyeyhZH/H1Jh6RFzkMfC14u4rDEDXqBwgDO4JerQBDkFG5DrZms6nLlpQi4s4Bpm4a0mEsAUyBj0zF4auz1d9+cv5lu/85xwcjPmmt3wPP/YPJwz3/7SLLJ47OWd+6qd+ir/6jW/m+mHgh77vS3jTN7+bv/oNr/19tfOJ5wWpm3Cmqm9+IW5cKBQKhUKhUCgUXjiKM0KhUCgUCoVCoVAo3Id8xiOP8Y3f9LX8F9/0j5hNm4sCB3i6M4WaHGpUojmn+3+RBtg3IYJcxxLCwc/wLaz58vkjbEd/ZaIDtXtcfN9YnCtuS2+OAohYUtXPkazEvLTvaUXVzBnP30eWPnV7dq+JS8/A73om+1HQEOjiGJWEhsHFbnxLDg/83HBxnf20abkBdi92taus/cZ6cRe5tJXXB8N+U6jaM3rNMSF3BG0QSQgdm4TzxckX1u+Xd1wHt5m/NNaepg9+181cCVsEBBNH5IvPhEBQQRRElaAJK8EhqO+Ml9whOSOqVqJAlZBaH2e/l3YEBpasVys7IZqRDKjdzx4poerjp4poQ8gtdZqSwpCqnRFyRnIi5hXkDlEldh0xdYh25qKgQ5dRXN4TkS/GWn1ukYAG2+Vv7ggustjEm88mAlQCaQX1nh3rHoDR2lz9BXv2GCElNwqQexMpHrsxQuUJ6Bgvpj2HAeTGY+py6lYu/ruZk3tztomey2crQoOwS5AKEyKs7fzcIeR7DW1aDSNzbZCe/ZwVuuwigoBKRYoV+WIs9aJPl3tpPVEX6Wx6o6CbUQ/3olMCInIxPPo7WrLIs1ayt1z7GqrdScRHQoAPGbMMbNm4yNhFL3bPi3m49By/A/E3m3LvPMHWUdWDoObqEsK98zbz7PG0eWdkIMeKp49avuU7/zkA63XLO975HvYe+hre8pdeR+q6D+3Ds5HPIZ3yCz//Tl73utfxvvff4If/5udx3mzzm+99gtf96bc8t3YKhUKhUCgUCoVC4ZOc4oxQKBQKhUKhUCgUCvcp3/vfPc6P/ej/yr//5X+Ld/zc3yCxRpkBoLIixhHSngKnVqud1nZgy9xt629gSd8jkBlkRWUfkQl077e67eEU4sOQV5CfBjLkmQkZ0m1gBtoD1qAZUoB8G+IexJHtRo5TS6bmfXNnaN8Huiaku/R7h6z644t0qdKi1P597db+CfMzWAIJoY/IhLZaQlZ63RkhTwjUJJ5xwcEU4RpK42OS3TGhhzLzc84R3SJLB7L2+3QIWyRuoaw9/bpnOdF0i6r7ALGbEfQzkTxHOAU6SDNUxqiuUVmyKYlBngLnNvasgENUn0bDiizqAoKazBnCAivBMMLKOsyBhk15ByUB5wSSzYOeAUvv8xDYRvMxInMgge6Y4EBPEL2D5BWBY9+Jfmw79WVt/VIFZohs0spzQBE5RrWPhF0kHYMeIXpK1TWgV0lRiOk2AEEHCCOEO0CHyhx0ZK4TwUptmLBi5XO5xko9bJNJKEeo3oXcmAOCzgj5aUzE0cccG+6CrM2tQxtzO2juQsqQEpIqiFMbAx1CfAgGA9AnzEVBpxbP6S5whj1tZUKEfBtzsFiSdUIXNmUlQJggbJN5io1bgrCNMCDzNOa2MUfkCqozn3OxcSAicmbriSUwJKQTqvWThOYZ62e4Au17QZc2P/VDVm6geZ+trXAK+jKUKW1duxPDHaw0w9JENawJOkRZ+v2TlY3QXeA2cOJyhKsgGdVTXwcDVEc+FlNEzCHDYm6N+BdEMucecwmYIEzI2LgpgB4QEDKnCGuUgcczCOeI3kZo7Zl1be+dTdmHi7XSgO4AIyTfRfTM2s5XTaChd4C5SVjCyAUU7qigW5CWoOegcyCgVKieQ5hzLA/y0Kv+HgD/9Xf/Kb7xL/YZ6Izz8y2++j96D1/7F/44//BH3vWRX7y64m988xv48Z/4ee6etHzWyw/5S3/+Qa5ffZrv+LZ/zV/++jfRGz38kdt4oXlBjBEKhUKhUCgUCoXCH0SKGKFQKBQKhUKhUCgU7lNCCPzkP/spHnvsMd7xv/wyr/l3P8OThACK6opEBDpLNmuLJalXWHLcdltbwrvDtkR3oKe2W15aKzeQZ35NZ4IDMkhniVOW2E717l57uvLz+3Y/6awEhLaWQNdkbeWO0N4mhm1CL5qTAxkhedmExnfSZ98znYAWq12fUDIaAin2QVtEOz+n8xGYX5QesJ3rHfds5BfgbQsdViohoUT/XP13ARYIQtQZkhc+Ri4uyEtP7JlNvY3JAmXgY5zsXOn89wVIJhO87aXvNe9cbCCYZf4mcZ0xN4CNmKIBTYg23ndPzLPZ0e19E0W0vbhH2BynvtcnxO32s1/f+Divbd7B+7RG8xJxZwRzUVgR0xmqCY0bxwIs0YzFimSBAIHG+28lGQhDn9vk+/bXQEXQNUEXiCYknyA6Q3QJRNDoY7gRT9QmrMkdxA7CAqmjOXnkBLV/VQmYgmQX12TQmQkZpPPSBBkVRViBLt1NJHlpABubzJogto7Uy07YHLnwgwREVBf2uXSgwc+BrCtrnz5WPqMhtmdEXfgaO7N+03jonVuCfhM7mtDQkklkqd1lwueQBnTl81jbeiT58wTg3Oe1AbE+ila+NpPFgCRUG0Qad++weLT+r4GaQPJ42JT0WF7EiLmDBGBBpnexPi2uNmtr5e+AZPOxWavqZTnwd4RkX5/xnuhEgokXtLUxl86dJSKSOosJ8feXvyfs/SUmzpA+XRgwW0b+jX/rU3nj1/0R/r2v+Tz6579AbFt2thve/oNfyP4j/4DH//6KwWDAh+Po6ITv+p5/xv/9zs/i+pUrPHB1jKRTfuk9HT/7f97ib/2db/yw1/4BZ0dEHgfeoarveKE7UygUCoVCoVAoFD4xFDFCoVAoFAqFQqFQKNzHvPrVr+b1/8Hr+CtvfJz3fsXfRXpCpqNijAZYDT+XmBr63TGEPUvm5QYTENQgu5Z81AQyMFeEnM3qPJ1BPLDdyNKzvKwuQQ4hbIOcuJV+gLBv19EAByB9O6ZzSxjXA2Bi9woB2rsQd6nbJSEntBqzHF7D6tf3CWTyhd37ECGQSCgV8aIcg6LMSPEqAJKFkHooRwTGKP2LcbKd3SNg5EnbiAkURqiaTb+KEhmRCQjbnnitCYyIaUnUAciAXB2Swi5JVoQQkTyDMAbZvde2ZmBsyVxdWFJYJn7fCTlADrsEJjYXbHOvDMEWsELYwRL7A8vtvN0AACAASURBVJSJmerrBEsOT6zPKJbYH3tJgZHf09oxccc2WRMiEdi1/siBnScjlG1MKNFiJR8q7+sadI3I2MoDhJE5CigQ9ggKVc6EvLAEftwnUbmrwbmVWGCLoHNCnnoVizUqQypWJBoqDYiakEPyXUI6J7CPaPR4ydaveIDICO1OkTwEKtBdyDUMEvQPoRWor0J3F5hBvQ0ytphLatb6YRcNPYgHqPSBDq2uoFFQndvO+lARZIKkhqDndGFCDn3QEcKOFy0YoQz9512UcwK7KBWBiqybwgYTzO2iczeFiOgIDQPob6OhQtIQUjQnBIlQbYFsWb+rCN0JxH1Ut0E6qiTE7owgGZWA5jNLzuOOHAjKFMlLK5WimX47pN+ekuOBx9mSHAYkDVQpE0RRbclxRBJBdQuRsW+g9/XBGKFHpvN1uYm5vsdZDYytHAMR5dyPTdzJYQeVlYkNZNvdC7LFlVaIDLgQJ4QtyAFkz8QI2oO4aw4t7EGeoalDdBu6KbCLVh252ibHCRIE6QIaxxCGpLhPDkv29vb53/73r6e/vkluzwjaI3SgvW1+5d0zXvHyax9RiEB7xPt/9Qeo68BnvPQBJltjCDugHe/6vzr+zJ95A/tXHv1Ir+wXB/KCWCOcqeqbX4gbFwqFQqFQKBQKhReO8EJ3oFAoFAqFQqFQKBQKHxs/9ANvp64j/+GfexsBMSECa1I1Jksi1Xuk6iqSjxFdIWELkQ4JO0i+hdBDwgSRAPS9JnuGuI3SWq11lCyBXO+jLFGdWnJQ1IQJ3ZkJD8IYQmflGJpnrN79RuDQtdA1tqM9bAPZSgd0S1Al0HNfgBnCkIAS3Co+syT4MWGIskJoiZi9fA4VKi0aIrDtSWLs2QBhAFRkTryUQCYwsjIOuiAwIFD5rndQVgSvc6+0qFqJCw0HZIkoHdmTp0IPGED3DOj4/2fv3YN8y667vs9a+5zf+9e/7r7d9z0zluVgjDAKNrLxQ8hjYRxTRqTKqRiIjfEjlm1cRXBCqFSqklARgTxMiB1wUAKYIlAFmEqBH3GMLRkpSLZSYixbZWQ98Lzunfvq5+99ztl75Y+1u+/YYAs5qRlptD9TXd3317/fPvuxzqmaXt/1XYi1CGPEVqg9RHWGSkBtjSZ3PFAZoiiJLleQx9yyYIJxDlTYhTiAAcYxZhfXG+CV5qd+HenhIhDxFhQyy8KDi+YXHaI9RHYxO82uB9ss6JiCHYMJIgOvtpc+2BEwQqSHZYt+SUeYHkLoZXeLhFpLQAlMIM1Ry+0XtA+MIB1lscsoV7n3kXgfsSF1TFTdESFuCPGcKi58z22NWOdOFiEg1T4i59CeQLXr7RZkB9JD3Glh4lXwgz1IL0E9gd6US6eP1HobB3YgbgDD4gq0grCfxSJn3lqkwoUW8R5iW6oYCGlDoIflFgIudLlw3HAHAZWJxwnJW1GIIjJ01wXOUCY55gZgp0iaE6sbxHpCqnY83x9aqPddCJRdCyBC2AFrUU7R2CfEObUJGluq7nkq61PHOcEqQjxCu4dUKVClRNWdo2mNxjOq2COkLVX7EElC1Z0RDKpkSLpPFQ2N5wh9BMU4yTHi9wpsMM4J7FzeK64w2RCY5vgDbyuS8n0xwTjNr7VZnDDILV76ue1Ci4tLTlx8oDmezYCli5o0QNqCBEQaRPuIzKB7BNaHboPpEKgh3sOYkNSFOSZDJD1CbIhoj17zAk11jbp5AKFP6t/CWPFDf/MZvus//Krf+EHbHvPzP/Yf84f+2F/gR37wi5iMEiYTXry74jz+Tv7q33qGb/wjf/RTenYXCoVCoVAoFAqFwmudIkYoFAqFQqFQKBQKhc9wgtb8nR/5fn7yH3+A97/nWaBDmXqyMMxoelcxhFg9md0RNrlifAH6pCefARh68lj3IcxAIqk6xBQsDLDK3QKsvo5V1zBdYzL0Hu3VdXdMsOxAsDqB8BQW+9B1EIdcOgboLp5E3kVSgtBD04XNf4+KPS7aHhhNTn5Oc3K+l9sVjPFEp4sBRCpSGHriVpUgY4QpwhzJAguVGuU6j90GGpRJrmj3Zgme6O+Q7BYg1FSdJ/W9Ujy6kEJ3ENkgMkGJqBhUT4AsQMYIW0R3ELnlAhATRKaINKjsYZJypfxF4naMSJXP7ipyuUZDRFCuI2KXzgcqY4RrLipBgEn+zCFiTRZhjPOeDUlWe8JeruPChR0XKkgEuY6GC4FDnrvcRDRhAjAFaTG5hbACevkMo6/VFLUVFf6a2gBDvPhabnhbBumyq8Ma5DpC6182IsQTKvou0LAtIoc+Lx16RbxtgRvQuwHdwl0DiCC388/b7CawgsHr3U1AFMLUv0t2pbAWC4dYbDxOUh5br4Jc87iwMbBC9CaBEWoLqmRgS48VcTGEC1oqFEUZ42KSnZy4rxDrA4YyQrgKrBHrEboj0JsEppgIXbVHDGti/zrU17KQZwpV7X+xCXsQElQHYPuoLgk2QNOKkOM5pGM01YR4TpBdKtkjpDVqitqAKi5R20FtRYggOqDX3UNtTB3XqCSqtOtiB1yQItrP826APsYWYYZyFaMhEfI9lLIzRJvFQpMsvvB4ll8TzyNM1Kvy9RaoeDuRC6GD3PTrWfBYkQ6Ta36+MnTxExsXoogCHYTbEFdgO9BFFzdUr/OxFSzseczpTdTWhG5DWz9Jv3mWtv8UsbpCV1dYuMVyHblyZfc3fM6+/dv/PX7/N/8D/saf/1Le9tZdTucjfvfX/jRf+Pt/jNnrv58v/MI38JVf+ZWf+gO8UCgUCoVCoVAoFF7DlDYNhUKhUCgUCoVCofAa4Gvf+g18+ZvfyZ95+9/mPf/iz2YHgT6JFU09pK0S/e4M0imwckGC7YMe433v556YlWsQXwRZk4ggDyAc+vs5AVVMFsAaE0G6YyT2IN3zSuZUweoutDPs7FmwBqtOkQoYXMuV0M970jUtoTpAmxN6umDbr0nVVUwqEt4H3m3hz/MqG4wGT4Ke434N2+xiMEYk0IbGq/njBk0bsIDw0BOcRGCbK7rn2TL/Tq5qb7DsVODW+qd4JXhEbIumCrW7nty3Bk2gqUW65wFD2hYNWyxt3VVAB14lLntgp9kVYJ3bWbyEyT7GGcIEYYDxyO3oCdmNQYFjvLq/9Ur0dIaxRBAS9xDZy/vQ4gKLHeAUkwViBtKiNsI4A11j3RKlyYncB1hSIKHaJ6VHeYwFxh4iZ1jqEJtjrL0FhZyh8QjSGmSb3QmOXYCRKgShkgkx3EOsxmyFhAqz49zeI4LtInqO2ZnHIXNEppAeZIeGCHTePiSegJxDCl793qyRuHrcAkIHkB65CMHOQK74GPEkz/EMwlUfMz309hIVnthnDixyXJwB53j7i4W3arCHl2cW4ik9i3RVJIYA0mCyRvAWJyZH3jJEWtR2SaxB5oipJ99NMDp63bPUTQPbE7pq5melRqwnSDzC0hyxBdgc5NBbNtgd0AQ88D1PEeyRt2OI5k4k1nq82ijv44WzRQfSgMwQe4Ckc0I68zYaDND4y/lMaiwckCzS9hJNPUXTArU23w9z3KHjATDIz4sOaLNLxFG+V9bAGmVEwp8Hkv/s5GKf7J4SF4hedScR1gjHIAeYvYTJ6nE86w5iD4BzJAHqwgjSAz+r2ELcuvPG6fMuytmfAlNIJ8Da5yVXEXuI2Am95ojN4HU0/Vsga1a9qygzxpu7fPVXfx7v/tlf4I988699tn7oQx/iTW/6YsZD5SM/+fXcunoM2vADP/wiv/uNr+eZX/hH3H/UMZvNPrWH9quF5K9CoVAoFAqFQqFQeAUozgiFQqFQKBQKhUKh8Bqg4oD/+Qd/iI/9ykvcef4YqF6Wb1I2/c9h07tNG/Zwa/UatAWpvDc7gE4wbYj1VVI1xOoKwsh7vKvlfvQREE9EK165TnRrda38Z3FLdmIN5wketLAO7pCgBvXQ5yB9sISkSH99RH99xxPGKIIhhJzEDHgW2V9zJ4F+tspPOeGZskV8IGlFF3ZI4RpJK9SEujul6s6p4pqQFoTUUXVz6m5D1c7pNY+ougV1XFB3c/rNCb3mLlW3RK0h2DZX6XeIRcTE7e9F8loqBEVpc0uGBrFBFnHk7J94cjqFWZ53yGsCuXSnsJetX7PxfcgCiiq7I0SwYU5C+9gi7kRwMaaJ5HPIbyG7BVDnawiouwYkWrDh5Z6DZTHEy8Y2A9NcEa/ZTSPllh4BJCHU3qLCcAGA9vyMUng8tuTzNAUJmNTexUGGPi7RhQZY/otF7a1ArAOd4gn22tcm7qqB+P5Dl8UFVV6iuz24wMHPznQElUIIOZ4t3w+Tl43d5t9Vl2cbWFJFo9c+QOPC52URkUSIHZLW2ckjuiOE1RcnCwREIqHbEroFoYv018cMli/R35wR2hOSXqWtrxC1zvdFl9c1yPNX0NHL1pq/S+WuE+T7kCqft17eM4jl84p5P1N2nvCYS6FPV+2y7R+w6T9FG2YkHWP0UGJ2OEgvaw9yEScX1PleVISJt1CRUY5m4eJPT4J6+w0z1DbZuSHmXepQhJDWfn8REUv5LA2T4HvhNwvSdkjXIVb5+qIgqYUmQGzyNQ1BUGsv54AoIW7QtKW/nTNaf4Lh4hNUmxWHu/Dsc6e88MILvJzr16/TtpGv+X1PcPOpKanu80/eb/yNv/+Q7/judyDVAdevX2c4HFL4TZmJyDtF5A+92hMpFAqFQqFQKBQKrxzFGaFQKBQKhUKhUCgUXiO88Xf9Hm7fvsqf+76f5H/7ke9AGCIosCFWE6T5COvB56LrSEinbtmfHnnbAdwy3eQJSGc5OTz2qmO5AqnNScwdIPm/7RpohGqcXRUUwgH0GtA9ZP0Im4y9AL7toH/LC6r793N1OlBfhxgh3UFsQm+7oBlMEdnFmBMYYPk/ZQdjjTIh5bYKilv2exuHCqPNdvBGDDUiT5Cspeqit0RIp26nL0tg5HloNqiO6XVLQPMYK2AAaQVcydbxK3c6SFs86Xs974v4XqUlcBu4BzLAqCHNQQ+BBcgEk0OME2A/J3R3MXqInSP4nic2wD4AQgIGmC3ARoht8Sr1HoklYvvAApMB2AzjEWJ7IJucEB8jJpgsEXrZWeFKjpgKmEHyth3GhVDlwOOCPUxaxHqY7CHxBbfSl7tZ6LCHJ8FPQUZgDSLX0XiCVX2SzbC0Asa+F7Rgh5g99BYUJi4ksR2vmLe+t1OA7HIwAh7i7UM2LiCwWxBzKxFbeyuHy9YbNyHed1eFkNsBhEN37Og6CGN3nUh7Pl8x30tLOf5vuIuFXIGUBQfiLRaMa+4UYILqADMB9tC0RFLEdEI0BWaYReCRixMseAsDO8TSQ99vc8cO9ADtNsT6FsQ5XaiR6gbSnSN6AzN1ZwTZBwQzQeQJ4G4WF9SYbZHwOkj3QWZZtCJYdQuxFSlcB0Z04ZRYPYFZg4Un3TEk3UEY0lW32PR2UHbpqjFqAWFF1BZNVxE7RhhiBL9X2HOXBhtjDIBjlF0S2yyeOQA7zS1FhhhbjyUEYQ06IqU5ovtIuhAaHUB6CfQqYsscMzvAA0yug2wwGwBTXJQTSL0R0p2jegO5YhA7qHfdcaHez7EpmFzNYx+StEZshDAmBqNuj9DWQBKve/IJfupnfoq3v/1b+ImfeNflc/XatWscP3yWr/t3nuZzv/LHWCy33L55ha96y1fwXW//Fh48POf7/vT38Gf/s//m3/hZ/eoi+Zn1inNmZt/5aly4UCgUCoVCoVAovHoUZ4RCoVAoFAqFQqFQeI0gKN/3Z76Xn/zRf05KPTpOvXAdSJJYDj4XtYYkF44IDz0BzDpX2Q+83YK2EIa4imAE9hJuzZ6T62kIqUHiI7dGt1MuK+9t7vbyegKjnldC1w0MRrB5CPUj0Ikn9sME2jvACUiPwfJXMSJVs8DM2xFE1nlt5CS9EFkCCaWfX1MSW1LueW+0iPRI0hHDhhimdKFPFDDpuy28BRcPXFSR2wqSeSF5uput7s+9gj8tgQduiU9OgFsD6U6uYm99r2QA3PeqelsidHn/jr163QTir6LWx2yF4Ylq4yFGnWv0F8AA4RHKRbX/CqGPyjkuRFjjVe59YOEnbBVwP1evr7w1gAWM+xhglrJ4oQe8dOleYbYEeoi0wDaLA+7nKvQ1WMLyayYzxI7yftUQX+DSZcHOgDFiL6JSI6nFbAVUHk9sECqCPZ8r4E8JaY5QIfYiQuN7mRZgY4jPAxt37YgnEKbQNR5f2vfzIrsCWI5Nu+etG1hx6bDQ3Yd05A4fLMEGYC/6e5JAPMNsiFlLSmckU1I6IVkgCSSWJKmzkKBFGBDiKWpC1XwCiUfUsUPisSfx4/OE7hjtItLNCe2C0DRocw9iwuKJx5Sat5IgUDUnGA0qQxItMewQZUWSU1K9RwwQqwOSKp2e0lUzOoWuqunCLp0s6cKUNiTaMKHTEZ0GmmqfTis6Tol6SBMCXX2VKA2dntHVh7T1Ll1wUchqMPJ2INLSVn1EAlG3JPpEtggpiwuWmLkPiWWxiItcLhwSjiE7lxhrjD7CCUpN0kCiIcmUpEYSMHpgd12Iks7dRcMqSC9gskNiSZQBiUDiJZL26aoBSbdYmBL1ERb63vqlWeYYmLvDBX0kvojICEmnmHW+v2GJxg1GH7UTxPr83jdteOvTv52v+QO/8195tu4dPMX7f/4X+fEf+XM8896/wF98x3/ET/30z/JX/tIf5HWfc51/+bEP/FYe2YVCoVAoFAqFQqHwmqeIEQqFQqFQKBQKhULhNcSf+pP/OSrCO//y/0m4rLJvvWJZB7T1AW09AzvxpHkIeEa+AztBZOgJ23jMZZJZ9tzW3eYghsQj1Hpo7BA7ubT7hzwUpxAqGPZgVsFUoD+H4QDCzJPLAJxA7wpoDTan6k7otUeEboNYR2KDXjabcNv1xCa3Q+i7HTySv0NglIUKkFgTGCD0aKoem8F1THvEMMGr4c9yy4DHYyMb3MFgHxdfBLBFft8M0qlX86djkCEiE8weYWwxxNsN0MPSEUbKbRbW7pKfFog9RGUG6YxgDS4qaFF2yPYRCAGlAxthdoakDWoJTR1mPeDMz0A0uyaE3FbgDGEKbP0QpEGkRWQXWKI0qAkmna/FjoEOkQBqXoVPxDjLrgEpOxc0CGcgU5QVJr081427YNgi/7vy/ZM9JD4i2DkqIJJc5EEkdC+iEerujKqdU7VHhPZ5hAliFZJOc8X2KcgBxA3EMyQJEhdINfSjkvPsenDRMiK64ED7oJL3pPO9qmY5OX0GdYXIGcoM7dZoPM2tAFaYjHIcL/x7qC6C2c9d+pjsQDohxCX91UcJKdFrFlTbF+k1R/SXH6HeGr3NAwbzjzCYP0+9fER/8YDe+X2q1QvZOUCyhiOBzZG0oopD6I7pqh22vTFtfZW29wSbqs+2d52m7tH2b9P2rtHUNW3/Cm3vCm3/Ck3vkKY3oO3t0fWu0PYP/Od6QFeN6HpP0VYVbX1IU/Vo6yt09VO0VU3Tm7LpP0nTuwbSJ7HM90JNV+2SwoSu8lYdSN9FIwSgwVih7ObzV4wV3n5kgrHM8awIEWNA4txbZYQhFvokakwTxjGmOzmO3ckFTiBcI7HCdOjX0wrTq5issCqQBjPiaAT1FVI1JwV3hSAlaDrolu6SoFN3MzGht71H1IimAU3vBtX6RTRFUmX8i09M+IVffI5v+qZv/Nc+WyVM+B1v+l5u/lvfyvf8qb/IX/+hr+Yf//iHEdnyP37/Oz7ps7lQKBQKhUKhUCgUPhspbRoKhUKhUCgUCoVC4TWEqvL1/+7T/C9/6af4nu/7g3jSsAE6TMZ0KgzjkbcfkGOQWa78P8d7258iohhroAMZu3DhInluW4whkhaQjnPrgujJ4WT5a5UnMwNdQm8BGoB5HmOVv1+M3QEriJF6+yLWj2g0kvZIJALq1f1sMDqMFUZNosVYI4QsUuiA1m3xqbKrQgJaosK2N6bqGlRWqG3Bors4SHAXBHIrCsSt9Jnj2e+F/44tsEQsonacE/obLt0BmPh7ZZvfP0akgXTie2ktUGc/BBcuCIqRgG1eS4Nb0W/yV+N7LxNvSyBbsAajn9sMzPP+VTkBHEHmeUq1f142mG0wFih932vWGBFEEaYYEWGJ17vPEatzznwNVGDnJGkJF2d+0Xbh5WcqezlOVkiKaOqR9KpX/dsZYnNCWqIyymKYbW5/4ZX0/rkW0yyWSXMkLYElBHM3BjvN55CPNm1dWGLJ41GnwJl/hn5+fwK9cP/YydfeQFohlhC74vtm5/ncwYUoTV5fBE6z+8QGSadICmi6kCusCXENcUyVGp9TOoUU3UnEatg+BHVhEP2Q55vnLRXagYoRSSSZYiLZZSDk9daoJKImFwZYBxgi5GhKWTjSeecR2YBFbwUiF/E5z+NVPqZsSaKYbkky4EIc460eAOmRQkIs0NESLEEShGUe2/J92eZ7JOS46kC23kKCDhj7vrFxwYIBDBFWmGzyPbfKo13EsGLM8yGvfP6yyG1V1iAtYmuEManeEmLErIVuDWmNcI6kFRCw7hFoBfEEjVsGq4+BzOilBaE9xRSsvsX3/Ol/wn/1X34vhwdfwW/Gxz7+PE234V3vfZGf+OkH/NN/+n8w2vui3/Qzn3a8Om0aCoVCoVAoFAqFwmchRYxQKBQKhUKhUCgUCq8x/vL/8Nd58skn+KV/fp83fNFForlGGCKidNVVN83vINgsGwS4ZTxaIRZAelgY433X+57LtIFb30vtrQpi7b+jB7oHmpO+1Qhs6JXz3dATp6Juw68VMPZxQu3tAlSAIUhHb7tBaTA9wvSAFHp42wLB2wgAKErtLgQAmNv9E7JjQoUgWaSgnpBFiNU1VIxN6NNrKkJag029NYGsc5K0D9TexsLIFfZ1fm2Ur3Oeq8R7uXVDAvZAd4AOT2xbdhgY+6HYnC4cEqtrmPRJleU51hgBqH08Br5eWyIoUCEywYUObT4P832zGiQhssKsRqhI9BBifm/tyX56QMrj9LOoYYCYYEyAHZBlTrZ7strwSnWhl/eiQmSAyQQuWipQ+3wt5RYVU1+/DBDboMmT6WpCiAskdYiMwfa8TcGFOwdVbncxBBkjcZQFIv0cb708x6GvJVfpo7vQbbKwJoH2XBCh+BlIz18j+dg6eTzexZyt9rYjbfIYDQP/vcyyGCELCABJmkUII78fpOetNxh5/BLyNQHL39MOxAoWRzkBLNCb+folJ97x+8LjdJJbbVR+/jLMZ6ZAL7+nl+/0se8RG6Dn7TSY5N9tfD1W53Ot89gJqDGpQMbEakgKV1CGRBb5uiD0EQYIDSbeFgHbw6whxBpjCzJGk4I1qOU9p/IxrPaYY5jjYp6fE6PswjHJ5zLCQsj/HuYYWOf7cOKxbtn9g36+1/p5jX2QHbA5cXAANCS5QhoYmmokunOItx7Z8XvZEoP1Iyy0WNUn9XcRqfiJn+rYbALf8yf/Ip+MW7efpNff4Z/9fMe73vMzHB583if9TKFQKBQKhUKhUCh8tlLECIVCoVAoFAqFQqHwGuP27dvcfvI67/yB/4sf/OE/kZPcfSAiQNv7ApAZSfr02+cJOgJu4QncGWIrLOx5W4ZwHWyZhQgTSCdIuIp0Z1C/HrojkGlO9AH1Tc972hXo5hD6wG2vStd9H6u+AukhhEOIqyxk6HsCOinGlrob0toY2MPFBkZgH6+wHhFpUKZEFoTL/vSGsktijjDGWyD0c5IWBKUNELhNrAzpImobr2SXm4gsMYbumKAjd3mQAaBe5a57mD3wfUBAbwLHnpCWfhZd3PbXtA+p9jXpDLMd2voJktb+bxaeJKVGyA4G9DEUsQqznSwCMIza2x1wgIgnjJP1EMxbHDDApCJZIGhNSoZIQOghUpGsj9BisnyZOGHouXEbeeV82kG0AkuYTRFpc2L4ChAwGUNaQ9j3vZA9H0e86t3FF1M8cT8E3aC2i7anWVhwBZEGsR2QBpj4nknIif8V6C1oTz3m4jmEIaSpiwLCLsQ1VE/hie0rkBZZgHALbAt6JY8z9XgXdYGIbdylw85Ar0OcZ1HCFLolGidoOiVVtz0RLjs+ngTgOtgC7WYgC0RugNzL688OAtUM4lGO53OQ3bzHNXQRNg2mnwtyhMgBtA30KwhPAkssXGHbmyIMSAoiY5IlIKFMMDtHZIbZBuGGt9K4SLJLh9h1ROaYjUAiaobZVUS2ICPMWlR2gDUiYz8qGxAVXPjSw8RQdjA2gGbHjg7FW5YIPZIIyogYJN9NSpSGwCEx1gRLbsJAhQsn2iy0AWOWhS1DjxcipjcRG2Mo4K1B3Jhk7Htnku9DsiCl8vvKBkCLiWShwa6/jmHsAg9cZKP5T15pmAVPO1ls0ifpHugW6tuk1PG3/sHH+e5v/wOofvJuppPJhI99/OMYDYHpJ33/pyWvjjHCTETeCfyomf3oqzKDQqFQKBQKhUKh8Irzyf8vq1AoFAqFQqFQKBQKn3G85enfw//97l+ESzP1FiORNJDUaHoHVPEhnfQ8+W65VzwVpjtYPAI6SA/wyuYB2Inb2sd7jyv+MU8AZ9t4WHkS33K1OtEr8RFv1RBmEO/52O19TxJL8AR39EpxjUu3YE9bsDxvDKO5NIZXvL+9kIgsUesRYk1Kp5hFEnOUAYoiGJ7sN6AjBeiqCUlbH08UbI1Zykn1vieXibkFQM+r6tMDxBosHeFODu64gGyyGKN9fB0zd35I52CJqBHUk+MdC4zklvVUWZRgGFuERLIVouJiA8mJW2tRyfMzI6h62wpLOUkNQWtiytb2tnKre6sQUZA1kjo/Z62AdNkswmyDaHQ5hwgaEmZbFyawBnBxg/hOesbZcNVJyG0+orcm0L6fu+FnKC1qW9T8rAjJE/3W5bjx6nVk5MIWi9Dd8/2mxlsuRIjHj10oDMitAqDN8QWwzWfQZfcHc+cFGfl5dAhJwwAAIABJREFUWpfH3gF60J34GOkYk1xtL3DZeiO1kJZos3VjDxsj8SUfJx25KEWn0D7Ic7zvbg2i/vluAU2LxZh/xp1DxLDo529BafoHBALbXsSIJDtHZYAwItkpRkuyE3eNEBAzRLYIEbMO8n0hsslxddH2I+WzG5DsHMFIdo47MfRAlaSCScLosrjFnxW+yQlje+k+EqiIssFUMG0wqRCdEGVBDDVJthg9Lpw4vD2Mj6HZ20TSEsRIKCYNrQ5I2sc0eCsREY+LC1eIeMxlCw2yiwZAbiNjtoYQLp9FIg3YFpGY28UYVFVulxFd/BRBQgAbIPER95Zj3v3uZ/jDf+w/+M0fqi9D6X/mChFePc7M7DuLEKFQKBQKhUKhUPjsojgjFAqFQqFQKBQKhcJrkG/+9q/jf//hH2PbPSJUnvANjElEYmip22M6XdJvW7fLtzOvxJfGE4K6zondKfAgJ5DPIS0xmXmSvHvOq+WpIVyFlDzpWj3ITgr7nhBMxz42a08O2yKLH8bQ3skJ4VOgBdlHmVLZx5BeIgVBdAaiJBZAJLGiYo9Eg/eTD0jzq6gZypK2GmDVjMh5Fi+sc6uKmEUMZ8TQYb2awbYBM7R7mK8/9EpqaxA7xhPlrbscsEbsxFX9Nod4F+TM5y+bXOF/N69NQG6ARLAHWE4sp2yCb5zl6nPLCdwtsMJYIjIFO8JYgEVPsDIm2UNEPPFuad+7Acixr802JLtoGXHuCWSTXJm+Btv4eAyyeGCerfojMPPqe44BJaUxokOQc8TOXZBga08npyOSnaGYnyP5LA13UYgPgDN3I7BhjoE5cOJTi3NP4Nupx4ae5zMceAzETXZfeAQs8/gR5MCv1z33+JzkwMewIw/6NHGXjXTkrgn03fWCBOnM90F3gXuQNtCdQupITPN+PXBRDH2wPbANurmLthtojqD/RJ7ruTtmJM3rnuf7YOxiB9v69WIHcQpWw/wuhA2sJtjwqdx24BgQ1CracB1yrAo1ySTH3sXeD4A10U4QVlmQseOtM+whWIMREGZZPHCGZDGJMcgygxOEKsfckCgjooKQEEZ0nHEhphGG+V6ZYzQkhMAu0JHwJL9JROiThPw5odIVJPU2I+YuHsoOiWNgheRWEOiMqFsXMJgiNkBVMTtGaFB74K4d1iEcZ/eE4GIclmAbRAIwc5cVznERSkKJSPfQ4yWGLEqowR7l59gK2hUSakin/L2/d8zXfO3v5cruF34qj9jPcF4da4RCoVAoFAqFQqHw2UcRIxQKhUKhUCgUCoXCZzAvvvgiP/MzP8PP/dzP8eEPf5hnn32WR48esdlsAPiRv/0LfOO3fiHkFOSFT4KkNZq8+p1sCe8ZzogkwZOLG9AKkx6SNvk1T+ojya3PU3YBsOhjWMpV7yk7I+Rx7eIrQepygjlCsJfNAU++py26OWPcfIhB7wW2O7+LWO/Q9LyiX61FrEHoMFcG0GseUm9P6DXPcTb7ArbVTl6PXbop+NrzdTDaMIH+jBAbajuliheJ2IjaGrElnhBW3BlimZOsNRAfrwu73LvHe6n5d/5aiCu0WpOYIZaou4doaojVNWLY9xYTaYNaxAg+z+xAYJaQSzeChCcSL9YFZN+Iy3mI5WS1/bqvi7nxa1/7Ned/UQcfXzaevydhoDXJKjTFx+NZwns+5LFT9HMkcZEgzv77ec+SJ+qJYAFi9Pd1F++NoJ1/Ri7mm3KMPZ4jan7dEPLnFDRBknw8F7EV8zV8Xi5+6fy1YNCrvHoedQFO3CLdAmk3aLv2eO7Zr1uLPY5ZXr5/KbexMBgEkAoZBJiMQAM2GMGwyq4N7ogR4hI4JtEnBR6PA1jeR793X35GF3dyfNn75fHeXN7vL4tHjCSBiz8F2a+LDf/043X8mhjIyWt52f30+Fo+1xiGJIZ+bFRgfULcEpJc3ntJ+xgDoJev5XNLEkgiwAToqLuGYBFhDWnr7h5swcQFBTS+DslxlOdtJkStkGqIxhWa8t5ktw5q9XmGCaY17/jvT/iv/7tf4gM//89QmfBZQ9EiFAqFQqFQKBQKhVeIIkYoFAqFQqFQKBQKhU9zNpsN733ve3nve9/LM888w8c//nFeeukl5vM5KSWGwyEHBwe87nWv421vextf9mVfxtNPP83Xft1X82N//8P80W99E97D3W3OBUjVVSwkEitCEk8Km4HtesVxipgOEQuI7IDUWGoRmeaK5DHoVdBHwE7uBZ88wWpzCIdgFYS+tzOwzqvW6XnCV8aeSNYrINvsIBDwZCSIHVK1RwQ6Ypvor+6gkwOStNQRktYEXeY0aEd/syTW16F5RN2CbeYISqzHdMETtUI/p09HgBHoYWEAdkbb++1U249lccXEq77t0OfGjs/XWq/GpwPZ8Z7zqfP16Y4nSuUq2INcub/jrgB6HWyFWI9eGzFZo2lEFdeYVlRpSxcUSYYwJkoF9DEzdyOQsesa2M0Chx4iY8wasD0u3SHYwVjm17YIY3ddMPK515gkxPq+BvpgV/A3DHNyuHP3AGvBBkADJghT1ObADsLWnQEYA+rtN2To580Ydy7ou1MEFWjtZytrkEMggh54nJi5ewK1uwnYDkSFsOuigh6gg9xuYQJ2CHYOuu+vUeOZ1Y3HI8ljKlX59T1PRKfs8iGVf9YWEBLWG5PaobeX4ApwjjQ1JEW1clFEWkLvuseBZscFLMezQGxBpv5auIJl9wrqIdgQegGaAdTnUO3l2BCPFzYIO8A+wdaXLg3CFKPK5zTwfbaXtUahhzDy7WMX4wwYYznGhRmw9RYVNvEzYx8DVEZEdhG2CEOEQc5NTzESQoUyyKIDv6bSz/ePIUwRGqBGGeb5BIzO/601ZoIxIGjr92ia5hYQHmt+NlPXdEDegy2wh7EBNsQwo0r3weosQJhlYVB2r5AxmILN8msKuovJHAsDxBRsCeGKO2HoNZA5KeyTcqy87/9p+eN//Jt405d8+W/0+C0UCoVCoVAoFAqFwv8HihihUCgUCoVCoVAoFD4NSCnxK7/yK7z73e/mAx/4AL/8y7/MCy+8wPHxMU3TUFUVs9mM27dv88Y3vpFv+7Zv46u+6qv44i/+YlT1Xzvm1//hp/lrf+XvYGiukA4YW8Aw3aGpz6m6cyz0kUYg9cHOQBNS7SFy6knWeA9kiOg4W+vfgHQCtgEde4W4jnKx9Aq3q1+CDj0ZinniMC69rUF11S35ZQbtfe9fL0OgAen5Z1kjMka6ltHyJbajWwwWzyJETBWqM4wpll4iJCFpj/7yQ4ju0GuOqdKATc9t+SXsY7R5/S3QZgt6t3TvqiuE7i7bap9eTGh3B+EgtzDo4dXu90BnWDpGZA+Jp94OQCbABndOAOzI98w2EBc5gX6EIPS6LVHuIHqDEI/BavrtCZ0adZohtqULfYQWkwaVCWZLsBZjjFwmnDe4Lf8AkfOc1B5hPMpJ3Q0wJBmAi0UMQLZIFLCHoDOEDYkt2AzRNWY5+WznwH52xag8oZ5eQmxESGs0ZbeIdMcT+6S8TxOwOyC7iJ2ANf5Z3QIRZBfiKTByAQf53OMDFyHYDOaPPMnffAImB762YeuJ5DT39gYy8uR0moAu3elAJi5mkIELIbSCNPAWIYTc+mGdW0nc9TMKIxLJ5yUPXbCQao8P2XWHA8WFEd0c+uaCh3jHrxfP3J0hHILNsWoG8T6EibeikAjDCTSnMEi+P6mBqvafmePCBkHSC6i+nhDnWJgQWSNEhBHe3mBG4iwLCMY5jl0U4UKEIY9bkYyADUaFWQAeAreBlkBFRDA5wzgEXPCSiMASZYjRunAFEBbeioGIC1wGGOd4S4iayDnKiMQ6f7bDWKEyBGlIUiNs82uHSDpDrAJTlDW+wSO8hcShOyFQ04UxId2l0300HqFaZ0HJmZ8XS6DOopgHLvyxhYtoUh904fGse9A98meWrDEdkXSfFx8dEfSQ+w/nfNt3fN1v6Zn9GYtQnBEKhUKhUCgUCoXCK0YRIxQKhUKhUCgUCoXCK8jp6Snvfve7ed/73seHPvQhPvGJT/DgwQOWyyUAo9GIa9eu8frXv563vOUtfPmXfzlPP/00u7u7n/K13v7df4L/9h1/jYf35ly9ftUTguxgrDDZEBjR9V+HbT9CjSLWQrgKdJAe5aRVB9UTnkS1R16lbvdAbwELf42ZJ98teSI4NdC74YloexFPGnZZhBBzBfwGUOhd9ar59AAIEI+huu2J/HgfdIrEOYPFR92C306huoq1NcavIqZIajwhHJ4Ee0jdLGBzQrf/+6jXDYueOyMYawK7GC3GnEAfYUTkDKpDkApdPUsKr6OK911YIerJT70C6cSru9MxFn5bTsi/5FXu6dwFFxwA9zxJqjNPfOsuwjliK9T2kHjX1wFAjzrtAKcuBJGWtvodKIax8Op/myKcYuwicoIyAJsAjxCmIAugBW5i1oIsELpcOX8Dk3OUzs9Vd3KF/SM/K6Ygx5gdItIAzeOfrXURizRUHCASqeKzgGEygPCUr8M2eBV+AJ5E7EF2LZiCHGXxSgLWEK4DlQtcSMAGqifdkSL9S1g2Ps/xk3A69+2UqbtNhJvulpBOs7PCI4/DmPys9KY7H6S73gYhRAi3XUBjJ14dL+cQbuX92mBhAt0JsAcakPYeksYQ17iDwwB0A9UNF0F0L+T2Ch3UVz3WOXUHjdADvZ0/d5oT5acwvOn3Sjpy1wlmYHfz7zdAH2WKxOcRHdBpD/SQZAJyngUF5yiHOdl/hEgNtna3E5kCpy5CsB2MB8AAlS0QSHaIyia7fHSY3nJRQghAQ2Kb74tI4hwhYDTeaoFxvlcGCEMip1l0sEUAZT+/N2FsECYoE4wV0BFFCeEQtCPaCaq71NFINsfS2ONUtohd9dhjA0REK5L8NoQVSdZU8QwNUxegcOJ7zDK7rlx3gY3Ufkb6Isg+InM/++pmFsYsSFLT9PZ5x5//eX74b34AgH6//yk/WwuFQqFQKBQKhUKh8G9GESMUCoVCoVAoFAqFwv/PpJT44Ac/yM/+7M/ywQ9+kI985CPcuXOH8XjMc889R6/XY39/nyeeeII3v/nNfMmXfAlPP/00n//5n/8buhz8Vnjq5r/NjZuH/Cdv/7v88D/6FoSJJ95pgERT9wjdCu0doOvnqGL0BLVtvOJctzmBO8iW+mfZLv0A5B7IxpN97Rzi2CvU29o/Gx+4y0HqIN3Pie/Kk4fxYU70j4Hgn7twWpB9iC/5HG3tFvm6CyjEuS8sPkCYI7Z1JwIGLmjQiVdBpwUwol59hM3kcyGdupsCQxJngJFocsK+RQhETjBNbKs+dZyT7BzlJLeOEJ87j7B0jiZBuvuIRXcRsC3YCJMNbqu/zO0ZlsAQ7FkXLlgFmpPpdurjinkSOz0EFkjsqPgoKRwSWeBuDqtsxX8fiBhr3NJ+iHEvn3ZAZQScYLbESN6SQQ6AhQtQ7Myrx9n3Sn5rEGkw2XWXA1ofSlwKgYHZOUIfZAdtn83rbX3toc7ndo63LYjAxuOEXMWuV6F7zmPFzJ0xbJtdDrKjhO4Ax75fmyPQBoYD6J9B6Py9HLrrgq0uE8vIVWifA9ZAAjv272nt15FRFoVsfZ668cp56hzPc9ROQN7gzg9xgTSnaDyBsOPvlaW3oeDYzy01wEl28uhjxPzv1uM41H42duaV/HIFuJdjZOViHFm5DoM7LmwQ88R/t6GSu2AHpJAw8bhI0hHDNdzlQv3zljCGufXKBiO6o4FsMVN3erAAElGdEkkYc5L0MdnS6pgkiywk6OX7wp1TfE09lB7QkujyvdLke+UYQTE6AjWJcxIbBEUQFCWxyIKFHklOQXoYiWSJJIkqjsHu52eRIAQSLTB3YYO5mCZxjmlLiGsXJ8khcO7PHYK34KCHC6NyqxcZQHoRScf52RKA/IxJNUcnJ/zDf/hLfMEbbvH27/pmvuEbvuG3+IT9TKZYIxQKhUKhUCgUCoVXhiJGKBQKhUKhUCgUCoXfInfv3uVd73oX73//+/nwhz/Ms88+y8OHD1mv16gq0+mUGzdu8Hmf93m87W1v4yu+4it485vfzGg0ekXmpwz4gf/pr/KN3/jvc/Sg4eBqR2BCpMNItNWMWN30JF9qGS6eJaQK0RFedTzIQgTw/30MwBRoQa55NXKK0PU9OWvJ7fEVFyKEQ7DnIUxzIrrOFfP9XEWfE4e0OSm7A0R3KYgPIJjb4YepJ28leRKZ2p0K4gvZnr3zRL8B1uOiZUJAGM5fQOKUzeAGsU55/Uv8zZoTntmeXhq6+gBEMGvodW1OfNfZGSKgXcBSizDLQghvkQATxPrZ6v8stwrYzW4Hs5x8r33uObnv6+4jGIbvQ0gdKsHbQeiattoDJt5OgUkerwKm2eliirEE1BPUNsZYIxKAMeT2HNBDmGRRRMprF4wdX5vsZqv86HM08B1cAYKlFtNDd66Q4O05Uoe3Wuj7mujnnxVMgZmLWXQvO2h44hkZZ9cNye81b/dQzWE6gWoHRgIMgRXYCNIWwjUuHA2Q/SyauZLFLk12sdj32GXsMSv6eF6h5/EhPT9T1FsqtFukHSLxHI2Nz1dHHotqWYAT8tjP5fkHFymk6mXrrn0/Uuvrl5HHj1wFHrrwhAq4AryUHQ0a/5yMEVmBjKjjyoUPVGDHNNWYGCLCzN0yTDD6wACjQkyAuceF7WCcoDbCpEGsIkmd921M0iFRp4hKjgtvxxAYk9gAIPRcgELlYUB7ea9EFtkZocmChIjQR+lyW4c631t1dku4GLvNrUIqTCZEO0fkNqG7g1jEqPLnxn6WVuHCmxGwxfIeQfdYcMDFV4AUPaRsAPEUtWF2FSGLE1qQGSGt2B11CMYP/a//BW/5su/8JE/R1yivjhZhJiLvBH7UzH70VZlBoVAoFAqFQqFQeMUR7wlZKBQKhUKhUCgUCp8+iIh9uvy/StM0vO997+M973kPzzzzDB/96Ee5e/cu5+fnpJQYDAYcHBzwOZ/zObzhDW/gS7/0S3nrW9/Kk08++a+MNZ/PmU6nr+j8jY7bt2/yhjfe5u/++H9KYpOt0AOGofQQKrS7T706pupWDJq7iPUQPYawlx0Lep5YTatsq7/x6v4uQdflxKoxXwemw0VOMO+A9nILhoFXKEvrScJ45Ilka1zAYN6TnnDdr5fyGHSezBfJQoTc8DzMPGHcPudCiJQr0mUAnHm7CVuSpE8KPZp6BNUBbTVgO9gHrTAigQHGEOMco0NthLYvIQyp2+dRi1RtS+geok2NbO4j/QPm7T7T8V1fVzz37zL0eYt6Ars+xJPid/J+7D0WJ9h9YOhiC1tgMgPxtgyWBqBLkuzQVUqnVzD2QY7BAsYGlRlmo1wBH+HSGn+cBQQKjDDmCBOMBVU8p0q5ilyGJGlIOsbsCiIrzM59TtaAjFkujfF4DjIhxBM0Bap0gqQOkZG3ptDpy5wQDv1nneRWCiN/jWNvuyHD7DYwAVvmWNjxn5n5dZdHkHZBF9Cb4Un2CNVT2VngxEUAIiDX/azTOYSBiyN0x/c/nWQxQOTSgSKeujAgLXxutoLUcLb+fHYmx7B9iCB+VmGaxQMLj2HwtUof4v/L3pvH2ZZUdb7fFbH3mU+ezLxj3almqIKiaLQKKISSAp/SjiCtFDaPFhBtm/f0tdKoKCgNgk/UbkUe7YTSIoqfEmzEWaS0pRGFomSQqQuo6Y55czrz2Tti9R8rMu8tPt3YCtTlPuLLJzkn9xA7dsTauz551y9+6/7k5hDBOVQcxPV0/xNwbXP10NpKBMRxul9zm8AvQewAp1LfOvZcuX0Q7zOhh3qQGiiZlU1C+ZBUomGC4IjMEdooHkkiAnueOyhtYB1NMQAjJqM9dHvHqYtDBL9E9IKjRFlgzgKSnAwcSgU0Ebw9U5iXiNBFKFE2k/CgQ2SCo5tir0x9q/A00numxEQNcxyeyBxHE6GHxA1cdQYfwQQHbZtvBOjBbjyPKOspPqYyLdJPjhwVoktI2AZp4uIWw/lhljpipSziBKGb3l99YAMU6uIgP/ZTn2A6W+an/8Pvfu4v2QeZf+i/IyKCqv4v5QY3PKLQ97518AXp22dDrl5/n6re8KBfOJPJZDKZTCaTyVxQsjNCJpPJZDKZTCaTyQB33XUX73jHO/ibv/kbPvzhD3P33Xezvr7OfD7He89gMODw4cNce+21POtZz+Lmm2/mMY95DEXxxf1nlVDwH1/zCp7x9H/N3Z86ydHLl1JCcYann1ZDC3WxROw1aWx9hEn7IXQmf4doYYlU6SRhwNwSreG0JWZdF6qTUKymJLPYSnNOmaggDm1Vu0ulH3zPVqbHcUrYjlMyOwKTtJJ5pzRDN7kjrGClD9SS2WEdiv32eziR+jPDVpG3rE3fSEnLLk4DrlpDYpeaglp6dEcTxr0DONchEoFtoEAIqCyI5UEI22jzKEV9lqI+Sc1+muHTSCwsqa2rUHdBzqbyC20TJbgBxJNQLqUZOG7JeR3adWTpvM9UbkF6CFOUGugjMkR1CRfXTFRBGziD6hLCWURaqIJyBtE2yBgYg3bTODZS2/XuNicRJx2iDHGxC2ymeW2Bnka1hzhvwohUxgHdgzCykgjaBtkiShvnNhCtbKW6TlLSftlEASxB2ALnQJsQj1viXxpJiHEwfe6IGDaBvRAjyBAa7dT3JWBhbhiuB/VxG1tpp77vS4KO5MwQt8EfMlcK+skRYZbuEbsf103lM3rJ8aICbeHiGlKFFHNr4PcmR4cG0LRziktAxcppuAbI1AQJMSI6wtw4hkDX3EKSMEbDVvreTufugTBJ20qLV/U2x+GUjVOcoNIHbaI6AukR2TRnCzoo6zhpo+qBmYkSZMNcMrQCKoQG6iqczomaxALSQSWiroBd0UFMAgIrmWHilUYqmzBHaKIMcbSBiGLCG2EOzPG0zYkjCQ6giaOR2iaVdZjhaBEZpeMKIhs4aeGkQNlG6COMELqoTCyu6CSRQwNkE0UQ+hC3cbrAhTaENZQBLpxEfGklVMJ9iAzsXSJbIHuTSGYAbOPDGW664Rj/8bV3fh7esBcpkss0ZDKZTCaTyWQymQeHL+5/NctkMplMJpPJZDKZzyOj0Yjbb7+dd73rXdx5553cddddnDx5ktFohKrS7XbZt28fV1xxBc94xjO46aabeNKTnsTevXsvdNc/J77lad/Jy677CZ76xFfw3rtfjTJGECJjPH0CE5QpwZWMl66hNbmP4Nu4cMKs6UVtlTdVSubus+Rq/emUiN6A8qCJCuIWJhRYA39JStBupGR0TFb6amIBBnasBEsMx3Eq87AC4SQQzEGhOGi29+dvKy+FMDXBgjZsFbkUQFo97dPKdY1AhQ8n8bMFZb2PabOLD2MqEZz0ENpEtthJzKooWnQJjFDp4fQApWwR5m0KucdECBGoh2n1+iSteF+BeDbd/2YSJCxZvyUCPXMDoJVKCxTJySGgGrAkfAWyH0lJftEhsAUsI4xQFHSM0MZJF2UDEx20EFLZBDYBMaECEVszv0AZ4enC7kr6CYpP5SQqS3xTYiU6eknkMENpEjz40AW538adctdK31wAJuD2m+gETSIWtZIb9Xaab2/JYbcMcc0S+rRtvx9AWNg23WMVBDSYw0QYm7hFmhCO28J5TfEVx6AbyV1jw8o9sGniBEmlFlCLL7bSfj2v7S3gaovP6oQdX5818UGcmeOBdzav/qjFd9iAomdtCBZjOgSWbZ51J56niN9vwoJw0sQuYQ3cJVaaIJ5M8dYEifZYxLUk3rBZU1HQEY6lNDdnUZSoQ4QlHD2UdSuJoEOEFazMyNndxL/FRUGUKeoGiGiKi5hEAxMcHQLTFCtTrIBGh8g2oASmeJYRmgS2kz9JEyWieDQJDaxdl9peJPeRbnJkUZQZViCiTZQ5yE4szpLTwgaiigkRrN/KFpoEFsQJQsCFIa7eBN1nLhwaMVeFqc2xrqc5aVk8u4E9cwSELpesCmfWtv4pr9NMJpPJZDKZTCaTyfwjyGKETCaTyWQymUwm8/8rYozceeed3H777bzvfe/jox/9KPfeey8bGxvUdU1ZlqysrHD06FEe/ehHc+ONN3LLLbdw3XXX4Zy70N3/gvGHf/6fufLwLbz4Bb/Bj7/2a1Ei0EjW73MsaRuofZdp+zBar1PW91jy1QmwMCECLq2aLzCnhLQqnG0gghfwQ1v57haphEFl51MAPiWmZ7Y615VWz12HltCPm+AL26+jc6vexQFTSyDTtW1hy4QMcWhiBWlaO1KlcgkeSzwPrW9hCydN2sO7EN2Ldq9FiyYqC6BOyc+UX2aBUlP7ktjcT+16tGenKGqFjS3rZ2cIrWEaH29jE2Yg22lVvSVyTWwxtU8RiPN0f4A4lO5u4h8tUpJ+lpwDbIW/kzFB56kEg4DYpyWhZ+kaqRwBVXKymCSBxhjRmQkcCOAUdBtoILSBCUqNsDDbfnGWsNaIJoGEj03QOa7ewMVFiqq2zYOO0/xspTHfMucBHNQbNvZM7VPTcTq2uZQ5MEglFCbgYtpHcmQYW9zszKGmGJAeZrs/T3ERrUsyT/Eyx0p8+HT9UXJD2LYJjmOotsyVII7T+bM0Tx2bXypru65szNwWMMbqCuwINyTN08LmXZyJGBgSXUn0Ner74DupbEEDcc1UhqSNCiCFlUzQBWgP9QUkIQFSggRcvYY4CDJGXUBwyO68V6gmgYjU5+IhzhGCCYckUBV9gvcIiyRUmKEElIinaePFPD0BC5uC9H7YKdkQqSzmdp+V9G6gTu8UkCQ6sGNCej/stK1Aw5wYtLK+MkmuD1W6bkRQc0kgiaB0gugcYYGrTuGClYWwOQkmaAkB6gmEeYq/qYljnEAwcQhxDn7BZOJot8r/2asyk8lkMplMJpPJZDKfR7IYIZPJZDKZTCaTyVzUvPnNb+YXfuEX+OQnP8mZM2eYTCaICL0dnnkTAAAgAElEQVRej4MHD3LVVVfxNV/zNTz+8Y/n5ptvptfrXeguXxCO7n08r/uVV/D8Z/8QT3/WY7jhpiMInZSI7BKZAAWePqKRWB6C6V2pHMMlaeU75pDg9lry1h0AbWHJ8aYlwF0Jfl9abQ8Ue5NbQGnW+hQpoezBt63kgtZQRfv0e5PLwMEkWpDkHiC2el6j2eOr2HX0DDifvqdyEjq269My632iJYhT2+IPUgalsVgg83sI5QGCWyBiAo3ou6goggIgro9I25wGQtNW0Tcb0DwG/hS75QBoJSFFmUpFFEAP5lMoG+C7wLL1WVK/ZI85QcTTQBJUUCY7f5DYxQfABVTaKD7VhPfWtkRE7Joie1E2UTsRaOFYSWNSmYMEDazkgliimxZWEmGIsoQgiPSJVIBDmIG0cfQQTqSkcRIDyAFrL6ol/aWR7sVhCeoS/B4TGrhVm1fXxwQiPUvcux4Uh9Lq9hUby9gz14NwFmJhx7s9lmD2+zFhQ9PiQlLCnmCOHVrbsXHT9rsDQJ1EIiVoM41524QzGszRQtahOGDCBAorLUKRxBEOyv02X26vrbqXhvVFI8Qd0UfLYtzPiFoSfUldHrHz/JHkbNG2uHBLwFkEQWWZqAq6hJWgKO060copiM4R1yaqIuxBmCVHghK0YYIAaVhpBhWEZVRBRO0Zlz7qanuUKHF0ERqpREmVHA6EggEBn7aVgMfRRinNwQFB6KEojhKhidAnMiQ9tDiaOLoEFFiYmwGCZ5nINooi+OS6MMbRQaRAtJccGdogtcWZrgIbCBVC15xC3B6QRRLdtExo4Rv2PogBtLTY1DMgy5gbx4qJEqSb3icr3Hu85NjRi9vx5nMiV2nIZDKZTCaTyWQyDxJZjJDJZDKZTCaTyWQuWt7+9rdz6623cuONN/LVX/3VPPrRj+aWW27hyiuvvNBd+6Lkuc96Ebf95h/y9Cf9NH/196/k2OWrwBQl4GjZSmwAVSTYKm10gK1qbgL9tLJ/llZbL2OrmZfTanUsGS2LlADcwtwTlpNzQQPCBBqXp4TuigkTaEMxgBgtaS4NkEFa9Z6uIQADEzbIanJSmFobhUAsbcW6rmDuC2VaFe8s8SstSxxLgUifYrFGN5yhaqzi6o9Qun0IY6riIA25h9rvIRAQSkS3KRdDYnkQ/GlYasCsAQ2F2E0uEFZuwe4pgixZUnlyn5WwqEYmjIgLcElo4UpMnLEAllKC1WOCAQXtUlQRHz21nyKupPINdHeu1hHdg8oY0TKtYm9DWu0udBCmKG2czhApbZycWL/VI/RRzgD7gAaqNUoHkRlI01buIyCBIKt4GSfhwZLNLTsJfyzZGwPQA1fZPYXj4A5hIoMZhD64mc0xHYsLtdXy0ExChoGJB7RjYgAayaFjYG2zDrLfYsgNTHihQ9snQ4i1zQlJ8KEVuFRiwe2FMLT4LQYWH4uZiQ/cwEQxbl8StJQpdocpHjfTHC8l8Y23JHdxKcQNOy8OUekQir1E10or89tAF9XanhmdAyOQZROOaNOOI9qYUSQhi6a4mEAUxDuUhgkoaCO49GyuoLqZhAEBYTvNT01wy2ZGIQN7FGiCFXpAaGOSG49DgDKJEFrJCSFaLDBCaKUyCyMcPUxs0uCcmCFYnFAQqZPjBoBP5RscUOJSfAe2cPRRGRBllt4vLXZcFsxBQnGxaYIYSpSCSMS7JRt7iiTeKUAqu0SxCuFj4I5g5UbS+DoHoUzPYIPRaEK3s9PHTCaTyWQymUwmk8l8ochihEwmk8lkMplMJnPR8tjHPhYR4VWvehVPfvKTL3R3vugRhLf/3p9xw43X85WPeDHv/vgrOXToMIEpkSmWxN5ZA61Wp11naeW7YrbnwRK6rg/1Pfa7rIE/wm6ZhTgH7rNt9TbE9WQ3X6Ry8tuWgJYhuMLajTNLysseEw+Ee22Vu6xZIlkE6rRN7wN/DKI3cYJz1k6Mu7b1luxWc3SIydrfr1rCuT6OaMDHe3DREX1BLSdwcUjRmFO7PkWE5uIkKkIoV0HnlNVpKylBAUUT6rttXOIcfMcSneEUUEF9BhpHoX0Utu8HX0NRpBXc3u6jnNk4xp3yDcHcAnwD6k3QCheGaaz2UskQpyWRKY4DKKsow7Tqu4NqjUiLqMHuXQIx1jhN5Qe0ANdJifsaX60TPUnQEdEdNwG2UR3Y3MYJSItalEICNUIZFXyV+qsQRpbcV0l9iVaew4WUFA4Qz8DCQ6EQV0GmNv90UpK/Z+1VCyjmEKLFShiB9+agQRPC3RZnnEzbBOI9ti+eMEcNqhRLsFu+IW6n80Zp+9RiA8xVowiw+JQdr6egOGrHxXuw0iTHre04At2w47yzcd5pW61Mg5VjqFFVe1ZoQTyJCSNOmzgjmpjE3ER86mPDyg6oxwQ1CpJKDkgPtIOwjpWHGKLsNUGBrAEVkXU8B4laAJsEZyUeVJoE3yBKBcxxNKwcRyrNYoKBBpFhKtswxzNIIoOtXYGDZxWlT2SUBEzOKo3gkrjBxkOp0vsjYO4aJTUjIBKZ4RE8S6gsqF1Fkd44TtpEPMoYr2IlF6TEVWNEK9Q1od5CJRKZIPQR10ilQFJpFl0BOQJMTKxCFyufsQLMLZ5cjy97xICX/MQ7+eAH/o5HXP/Iz/3lelEh9r7JZDKZTCaTyWQymQeBLEbIZDKZTCaTyWQyFy179+7lCU94Ai94wQv46Ec/eqG7c1HgXcH7/vZDXPOwK3j8w1/CX37wlRw4UqS68ELEgROiH1MzowgTxB2whD6blqDW2hL/jIER0IZ4HFvZ7U1AoH1LzOsEGJqgAYACwhlzT9AGsM/EA/UZS+iKgo6gHgPbWOkDwTLDW5bE1r6tcq9P2fWjs79upWniBJ2AjEBSOQldS0npyLd/77tYOzvh7b92GdBEwv34UODjBjCH6hQNWbY+7Igm3Iol28NZiEMIHuI+W70fz5qAQGrwfRsTt51Wzm+YUKExhHoG0ymwYhbycQtaBTQWqXTBCJgAZXIXUCvdoAFChdM5pdQUcZuqdYjQaKbxHINUqM6BJVQ3EEbJLQDUlQSd4ePMhAJxZmOpG/jJGYp4irpzjFob4GdpTgeY4wWIbKGMgSUiEwq2zfEi1kAHwlaaA29uApSpLEdlwg0XbT50235frEBZmVhBUkzJHqCG6rjdbz01R4LFEMqRxYxGcxWQMVamoW9J+zhP2zZN5MDpJLZI5RbYm2L2bBKStM1ZI44tniA5gDhwU+uT6wIn7XjdBhYQl63NcB/IzFwTolh8xDVbmR/bqNtHpEIlWEzgzI2CqY2TdEyQQNgVhdh8d9LzNUMpkjOBS/FVJReQFsoCZQQ0ECIqbaJUqCwQWklQAEJN5dtE30KkRXBTIuP0jHchJf1NjFATiUQCunsMSaAwB2bJlWCCMkeZJZeEiNAiMEnHSCr9UCRxk5XqqJMwQZkg6YomdFiAdwQvuOSkEImgDWoKShS/uB8XT2IiB1DnUdnGS4WrTkM9QWJMz320eNSZiaBkAm5oZTvqmQmlmEMc8+XXXcbP/vhX8JSn3MKH//6TLC8v/++8PjOZTCaTyWQymUwm84/EXegOZDKZTCaTyWQymcznwi//8i/z8Y9/nPe85z0XuisXDc45PvSBj3Pk8CFuvOKF3Paf348l+8UWjfuSulzmjk/0+MFXnub2v1pPlvSw82fkYhHSd/mMTx74XWS37d3t4lJbYt93z0/b1D3wfOGB54qYG0Jq+9u//y7kyB/wHS98fzrH7X6+6Mc/ghx7N1//nI898Bo71xSxsgXO2yep3R3tBDvfU3J4Z7+ksTj/OJwdp6mfUUyfoTvXcrbKH0kOCaRPOU+s4c77PNdfAXxdUdRTXKz+J2POecef66ek/SpFKu1w3lwoSKhx9QIXwwP3ndcP0Rofp0hYIKrnzen5c/eZn2kelXP36Z25Q+wco2n7zhjozvjvxMZn9kXObRcHsjNn5/+cN94Iu6U6dvsk5+ZSPqPfcv7Yuweet3v8+e0ISMED7lt27i0i6cdpQHSB0xoXK/MTkILoWkTXIvguwfeIrk2UFupaRN8l+p4dI02ia6K+TXTN3fFQSQ4KWLkPcxUoAE+k/IwY2oki2f3f+fcn54/f7nd94LieNxbnWj1/bnaucn4cnrvq+fvPXe/8fsTd+XVxjg/TJCI6/9jCYnln3OX8eePc+PMZMbBznEs/TPnWb2zzfzxxlZ9/zfeYi0Umk8lkMplMJpPJZD7vZDFCJpPJZDKZTCaTuai5+uqrue6663jxi198obtyUdFoNPjwhz7Bc57/LXzvc36Vr7j6J7ntVz9NGY+wGK/yf37rn3LTk97Or735fp709HfwO7+/zay6mp94rfLQx91B8/Cb+PpnfQh0L9C2leyyDHRA9oG0zVGAga08d3ttxbmU4PaB9MDtBwrbXuwzhwDpW1u+DXIAtGvtumWgC+wD3wXXA78fpAPS4uihDm9+232M56t2nOyjrkt+/S33cexw264jSyCNlMTeD/RS2yupb8vJVt9Z23RAUmkHdeAPgO9Bud+O9yW0joBfsn7qEtACl/qtfVuV7XtWy755iZWTaF0CzQH4PaADJArEFai7UDcgLEEQ4KCNn6R+prZVG2ks+ihNVPs47eLjlCKW+HpKuZjTqKYUi03KRYVfVLigIAPMvWIfsXUALVaQ2KGY1EjtgT1Aw8aGFhKEslZ8NaHUEhc9sAyyFxDwe0GXQZPjAM7unyUbI7ds404f/CXgGrbN9e3eOGDlI3zP4oIOyH7ro18BViC2U0x1U7/2WbmJ3Ta6FivSTLHTQ2VAdAeItIi+j7IXNLUtAn453WsbZMXa3tnv2uAHNu8plpAmyM7cts8bpzLFkp0r6nHSxcUmLkR8BK+eMtQUwVGECrSHyhKVP8SivIq6PEZVDFiUV7FoXEpVXk1V7GdRrFI1HpK2PYTarRD9CiqHURmgrKCyBNJGGQAljg5CD5VlVAY4OigOoQ2UCB0cJmhwdIEm5rLQwuFx9NO2JkIHoUTo7R5j30ugjaMHCH53fxdHC/BpXytds52u13/A9TxNizF6mMBhp+0WZV3jw4QiNmyOGNi7QQXYh4Q2ok1Elk0Q4i+x8i6SYs71bP7kYIqvVXMuKVahccjER37As59xlP/y1j8/V7LjSwEhCXoe5B8YiMgvisg3XOARyGQymUwmk8lkMg8iWYyQyWQymUwmk8lkLnoGg0Fe2fpP5D+99jf46Kdu59Jjl/N93/VaVv3XcrT/L/jrv/oYf/xnb+HUqZN857Nv4Fuffzu9y36Nl//0+7jmoVfxHc9+LH/8ztP8u5d/glf9/AaLypl9vx+Yhb3bD/VxIFgSUFpJONAFFpZM1oUl2umAa1ky0QHhuCWmfQnlHitpoJuWvHcl+ENW2oHtlHBUrn/YHq6+fMBvv+1Tdh1qfv+d67SaBU+86YAlLJ23chPS4BU/90kOPOp2elf9Fs/5nj9jOltOycwGSp+f/Pn3cuUT3kP76j/mEV/1J7zxLSesJr3v8aR/+W6+/9//JZSHTFzge2xPHJ2HvJG3/OEQxPPGtw658Sm/R//KX2f/I/+cb/k3H+T+kzWUA6tlXwxSgq4N0kOkia1y71m5Ardq+13ThB31/SlZ75HiAI6AcIqC0tbDhwqnLVx9N16bFGGEC1BEKFRp1BMbq3DSBAkRS7rXDWRxDyJdfGwjeJx2ET2BaEGhileP1y5SnUDckrkR6MSSwzRTYncZwloSH5T2u+yB+gSIWnIYB8V+m19aSTzgTdBAARJMlKDbSZzQMScJv5xKP+h5goZ9VqZDKnDLqBTE8iAhnibSRn3H4sD1gB7q1EQsTCzmtGX98gNUt1FRYnEE9Tttn4E4sSS2NCzmotp9uy5Qn4tdFrZNpyAdnLbw0sBLBxdmuHACkT04aeJYRtm0cgh+R0jQRKSHuiqVXYgpLroECai0UanNCUH2oM6DW0JdJMo2wiAJCZYIjIkyR6SHSBuREkcDqJJQAKBAaCAUOAo8DQLbCF0Eh6OJIAS2EHoIjoIlBCUyxNPG4ZDUTmSW2tYkXji/7RaBbRw9i620L7IFdPC0EDxCh8CQgjZOHT4qQgviRhLjCGjT3i/iQQrEDSCcMBGMJPGK70E4jroO0XWIviCU+4nxFOqXwDcsPosVRBs84toO//1T60g88WC8br/U2VLV71TV37vQHclkMplMJpPJZDIPHsWF7kAmk8lkMplMJpPJfK4Mh0OuuOKKC92NixJBuPrYE3jnO/4bMUZOnz4NwMGDB3eP+U+vv52vfOJLmS36POc7fwyAuhpz7/En8Mbb7mJ79Cle/Zo7+PTffT+id4OOLXlYHIYwAd0wu3XXNBGBdEHPWvJQJ5ZIDJvYkt0VKI5aYlvHIIuUrPbAWasHH86kRPPelIx0QMXzvu0yXv9b9/Ccb90PfsDr33QHz7n1Sj756dNAbe27Ln/x7k/Rbq7yjjffyP2nGjz3+/6aH3jFf+PnXn4lSJcf+Yn/zm2/f4LXvvwaHnrlgHffMeT5L3o3KyuP5+tu9jz/1iv4Ny/9IK95+SNotsbglN/8L6fpdRt8w1ctASMWsy1e9u8ezjVXH2Dt7Al+4OUf4pnffTt/+bv/HIqDoCdSOYFNW40fTiEszBm/PAr1Fsg2qKbk/rGUmB1T1HcjEoh+CdF1ZL6JizXieqjbh+j9uDBH9D5byR+OAxUubhD9pRCGuOkZZDEF30b0EmR+Clpt/GLTkrxuFa8TfNjARTVnBn8Y9KTNhfRB58AoWemPoLjE5ke3k9CkSsKRCcR1Oy54KI6ZuCDOrA2/ZIITKU3w0TgELFJyH5AxuEvsd0b2qUBxyMQlukH0JaoTpLwM1W1EFyCbmGPB2AQFbIHfZ32UeSoRMYbiKMo6yMR+j8GcMbSyONVgYhic9TWcMVcGHVob0rZ5LPbv9lniJiLenDHoWzvB4ln0coQuys5qfEnuBR1gy5LwTDHXgaYJF+ijzACHMueck0AfGKLMEGocA9CC2geiW+AQNDkiKJs4ynR+C2WCEgGPZ4XILO0THF0KVohMgIpIQOjgWUbZBhRlitLE001ihjL1o0PcPUYoWCEwB2apbY+wgjLevScrwLBMZIiLE9BtfNTkvHHG3hG6AexBGKGoiUXKYxBGNhdEoI82LkPjBsiC4D3CHMorQE8icQGylcbtNMRI4cUcFL6UkH/4kEwmk8lkMplMJpP5fJDFCJlMJpPJZDKZTOaiZzQasby8fKG7cdHjnHuACOHcji7P/PaffsCmouzyR396BwCLxYIrLj/GoWtfzbf9i+v43ucuePi1B4ES4jawZUn1UFhSMQ5Ba0tYuyUIKZkNEB24AHHTEoyujdm9u7RtYgKFomFJYSYpqQ3f9tR9vPBl7+cTn1yn393mj24/yWtefg0vffX9dr24AVR4D7/6U4fo9SLXXdPl//3hh/O8738vr/qBFZA5P/OLH+FPfuNGnnBjATrm8iMD/ub9R3nt6z/I1z3hoXzzVzv+rx8T3vpHH+LWb+6CCK//7U/y7G8+RimbUI957jN7qUxFzRVHPf/fq47xsK+8k7tPneXIJS3ELaCeILGLqALTJL5oQ2yAzMxpIqolxX26f9nEL4b4uja3ibgG1RBoQLkKnAW/BXGeyiechLBlCXjvwG9CGCOb9+HXN6G5BEuHUIb4ySbiA07XEd+nnCnOraWV6GJjrcMkkKhsfsPQtksDtDTBQUzXl9qcLOIwuVvUJiLwYmILHWFZUZ/aOm3zrKeg6KI6IUpFKAYgC1S6uLABWiGywOkEZIzKguAC0atVYKiniI5N7CFngQC6gRKQeBLoWhzpCKRAdQOcgm6jDNG4QHwTiXNg2wQTIZhjQjgDVCayccndImyn5O4Ji+c4B4ZJbOLNhWGxBtU20MH1lqm9AgWKYI4CTWCOUqWEfhdwSQwAygaOZSKbwATFoTgcgcg4CRsaJggQTxTbH4lARJmhVATmycUgoixQapSI4JK4wMQBIW2JTFJ/ChwlsECZo9QIJaAEAiZYmKVSDnW6jwqoETwwS20LAaWAB4gfYvJiUGa4eBqnmyg+iQeSQERWQE/b2Mq2vQe0icoElRE4IfiaUMQ0ZkqU2pw8UFwdQIep1Mhx0Ei1OEtZYs9SJpPJZDKZTCaTyWQ+72QxQiaTyWQymUwmk7moGY1GfOpTn+LVr371he7KlyyNRoNP330fP/QD389//a/v5JFP+jC3v6XL4x93zKz3w9Ss9bVjYgOiJdZdD2LHjtE+UJuVvnTMwl8EnEsW+A6z9i+xuvLLSbQws4S3RFZWBjztn1/C6998iuWlLk+8aR/HDu8BGnZN6QKe66/t0+vtSdt63HTDERaLv+WuT3vmC5jNIk951nsRUXaWEFe1ctmRNqjQ7Cxz61Ov5fW/dZxbn34Df/+xs/zNndv86s89GcoFaMEd79/iZT/7Xu788DrrGzN2qojcc1w4cmwF1Rqkg9IDLRDpIGHNriZtEyGwggkAWlCXEEpzJJBgY+IchDQ+jYHdp2tCHJsdvQ6sHVkGGeJCQBY1WlVIcxW6Al0rWSCjgJ+cgX4HKQvwqfxAbKXxb6a2vQ2J69tc+gLU21i6LsSFiTDiMJVCaNu8astKWkg7uVqMQZRYLqPagmKAzGvcfBNCF6UJZUnV7FCVS8AeoI1qF0TxsULcHiRMIJ5GxKPaQKSJujaEZirX0TLxhI+ojFGWk9ijbcn0egraxv55ZAt80/QQsgRMkDBK99BMMToD1u3+6aXx1bQyv2/XVQ+xMkcF14LYhG2FugmdkugGENtYSOy4FnisRkmdHBLaVkkDUCbpmDYmWACIOJo2ThRAJ4kTknCHgNBEaGNiDwGmSfTQTL83AXCUydVgAdh8ORrJRaFI20jnhuTi0EjnF6nsQpWECK0ksJDUtu1XfNoX8DTSfTdMIHLe7zDDRY9oE1FJjggTEwtID2KFsoRKRSybiHRN/1J0iE4J9R5q75M4ppPGx2IhFqtIqJEgiJYgJZsbJe1WCYyBwT/63ZfJZDKZTCaTyWQymc9OFiNkMplMJpPJZDKZi5oXvehFDAYDnva0p13ornxJUxQFr/7pn2W48TFuetxX8MrX3MMfPHo/0LU677owS3sixAgM0gr7CAFLVLuWJXLDWXCrtgrar5qYgWDf41rat2Ur1t0q7CQ/FZ77jCP8q//nTnrdDf79Cx9hnRMBKUzgEOdAYQlkt2L9isN0XIMYAwC/9ytfzrEjS8nSvwVaUPp5cmpQ/tUzruamr/077rlvzK+8aY2bbtzHw66qwK0w3ryXr3nWB/iqmy/h13/uevbvW+HM2Q1ufuq7WSxiSq6ugpukMXGmtdA2op3kgNA3UQEdCH3gjK0MjxPwfUuCh3Uo9oLftnGVZnKT2JvcCHbS2RFoISxBOIvQQ3wNS0s2BptnYHkfMpwCNTSWYHEa5KhZ2muw5G7YAtkLMgTUhn1nn/STQ0AfmNg4yTLUayY68QMrC1CsovVZpNwDbBMLj9IHjThXAMuwmEKzQYyC+jawsruqXqRn7gVuH5ER4jxO9pwbs3oN6AHTJOjQVEYCkMG5fougWiLaBGbmfFCsWDkF2QNhA5UmuGUkbgFL5qQQqhTP0WIXseF1A2uDnWt6i31VmJ6GzgGY3EdsHaByBaIT4BIrIbArOwhAL7kOWNv2/53kXjAHOgjzJFgQlG2EPsIW0CMyI9LAxxbBmf+ACR1qHJ10DcVkNjuigjaBMY62lUlIAobAKIkZ7NNcFBapPMQ83SsoVWq7wlwe7Hm0tlvUu23XuCRgCIwR2gg7Y1YQGePo2vMZaxOXMLO4Z5biuQAmiLRRCjRazCkjEyvQAD2D6pI5ImiNCVK2LLZkmMbeBDTzOUyngYc97Bre8fs/wSWXPhmKI/+bb72LGMl1GjKZTCaTyWQymcyDg7vQHchkMplMJpPJZDKZfyoxRt7whjfwghe84EJ3JbODv4RjR/aydnYGsgRECDNbWa+aVov3QKa2cj3u2Kg3TRggCn4ZGNtK+5BKANCGMLbPOMJcAAZpRboDBGTBk594OY2GsLZe8dSnHEwLtD2WIK7AlXzwo5uMpy1zVaDkr+8Y02g4rry0y8Mecohm03H3ceGqY4GrLl/mqsuWuerSgkuPHUilFJpce/VeHvNlK/zSG0/zxtvu5bnPPJbKJIz56KeFtfUFr/yhR3HzY6/gmsuVM2dmNj46B5asbAE+OQVUIE1bUR63LImvY0ue17UlwXUZFptAHxZWlgJZgrBpgga3ZOcwsDaCmItEPUoCAZC4gdM+jhHiV6AhUIxgzwEYL6CtUK5AvW2fOrFxk0EqabCcSmVgTgdxmhLAksQAyzY3O0n/OLHEPTXoHC1WUEZoYx/KjFiUqCyDq8CXqLShHoL2iQQITSINIkOELoInMgdaRKZE+qi0UF0A3RQzK9bXegaxSCU8avseRqA9G2/XSvu3oW4DpZVR0Jbdtx8ADtUFKr00th78kolEtGX3TUxtTcx5Q2eghZWsiBMbq/YKLLahsUTtBSeOReNQKmXg0+r9KokApsmlQFIhBnMLEFopjqcIHSIViiJ0UwmGZip5UOLUJAgmC2gCC9jd78/1myLJEqapfSvhoNRATAKEBUKDyAJzQWiZqISYnA2qdNwMpUi9rtM9gDLDYy4bPjkjmBtCG6EGNLk5zBHaRGZJpDQwIQJLWKkMn1wSxum9Ym4UIgNgCrKEasTEFn1w8yQY6YNM7LmQEYoQ/CD1t+RRj9jL/Xc8iafcciUPfdR38R3Pe/bn+gbMZDKZTCaTyWQymcx5ZGeETCaTyWQymUwmc9HyvOc9jxgjP/qjP3qhu5LZQYRuB+6eVMl1YGZJa8bg9tvq/XASXG0uB8VBCIv0PdmrI+AVdCMl6xdYEnVxLinuPNRngNq2I+C6SDjFB/70y31Jyi8AACAASURBVNDoaLZalpDUuYkg0ir0uo4899++h5f+2ys5fnqLH3zlnTz/mUfoticAvPC7ruWFr7gDjZdx8409RtMef/3+KY4h3/nMPWn1/WGe/8zL+Nc/9H7KwvGMpx6wfohw7OiMZtPx86//CC941jE+8vHTvOQnP5EGqITqNCJTkCHqNQkJthAdWiJbJkALFsdhUVuSeyG2mnlyPzSaQA+cgq9BZlYWwO+35LrWlvx2zlwU9Ow5q3vG5lpQnGYnIc10An218WmcBTlg37W0xLubgTtgbgsSQae2z/eSOGEEoQDZtr5WJ4EqJY9THOjMzmseRqhSmYoaZMPcFlQQNqDU5N5wmFjMEIaIJFcClnDUqMwQ7SESQCtEIsoYYQD1BIkL3GwTK7twwMQH4TSKos0IxSETTVRrSB1xYQOpmqATS9gXK0mwEOw+6k1UVhFpQH23uWvIGeCAxWV90kpnxNN2vTCFuGH3T3LiaJtgo25fSt1YsvimSvErONoEttPvI7sXPJFNLMG+jWc/AUdkC6FAKM2cgmDzSguhRilBLNYVUrJ/ihIx4UEXl0Qe58okBBRBMXGPtS8oSmSSrhWToMH6rqnfcbftCUoXR4vIMN1LiVJhTgtDzDHBJ9FCQFkkx4ReOi6iLoDbRmUJCZsWpzJE6SSHjU28jnAaQcZ2v7qGSNOuKbWVC5G5xZzswcqdBGIJIhNCXMLFCgnrCAU/89Jlvvvbn8H1T3wTv/D6gPf+8/E2/OIlGyNkMplMJpPJZDKZB4ksRshkMplMJpPJZDIXJbfddhtveMMbeNvb3kZR5D9tvph47GNu5A//7C5iWODiFNixRV+AOEsWMjWhgdYmTNhNWjdSomyWktkpoYizhDaF7dMxljCfsGtzLzVIRb+f2qFOzglpxXS0hORXPnaFhz+0wy3f+n4m08jTv+4SfvKHDyfXggYvf+G1HFhd8FO/eC/f/SNzlnoF/+xhK7zo+ftTUr8B9YRnfP0Bvueljm/5+lX6nZRwZ8G+fS3e8LNX8+JX3ctrf+0TXP/QNj/zkqM85dkfo57OePNtJ7nr7g2uvKzF076xTbPTsnPj1FwOQmHiiTqkMhHOhBrzCRQx3f/E7tlNU9mBwsYwLsxdoF5AMU1+iEmQQW1uCZqcIpibE0XRg3oOZQ2ujUqNqhIlolIh6qxt5qmkRRIk0DIRRJzBrE5lESIUAfwC/CjN2wRkbqv8wwjEo7pN8B4o7X6oTHTiZ+BLpFHj3AyJHlxj9zhlkeZzagltXaTvAiwQXZiDhE4wy/7KBClxgegcCQXqpumaixRfFRIrc+FwHpUxeJ8s/ucpDmdJJFJbPGsrjYmcE904sfugMjGDLpIjSJFcJApcGNr4AudKHcySO0KNJAcCEyCQrlcBoMxR5rv3aq4KilABDk3bEEWTr4IVetgRLFTnbQvpp0ruCC65HQhKILJIVpr1rtuBtV8nQYLFlckVdso3uCRYsLIqmpwPrG1JbdepbUlzGdh1atCA6BDRGUFKnJTITmkXQB2oNEDbRCEJVKzkiohL/UpxzuxcvBPSfExRiYSihYsFLIbJjWUBWnL1pcojH7bCy374X/LiH/s1Wq3WZ3/RZTKZTCaTyWQymUzmH0RU9UL3IZPJZDKZTCaTyWQegIjoZ/tb5b777uOKK67gec97Hq973esexJ59bgyHQ/r9/oXuxheU4XBICIGDB/fxzd9wI2/6uWugvh98y8ovRA8ySondNrCUkr7blhh0e6whcaBnQPvsWsuLrRDH7bEcJx7CafBlKiVQACMg2ehradeLZy3p7lZTIt4Dp2GnPr1bgngcQgA6qczABOL6uf3atLbDNkiL4eIww61Njj32zfzF79zEVzzmkJWVoAA5le6tBF2C8T0ggb/9wJxvev57uP7aZW54RJv3fmCbD3xsxO/+yldx46O6SNgyUQEDiI204l6hbIM7aPe6OGtZ2WIAjf3gTptAIZYQloA5jE8RXYF2DoBr4cIawtTu3S2nBPka6gLqWqi7BNE1W/HvI+oOAQuGY8dS6zSuAtiTBBMbNg+ybGU2wtDKG2xMoVqGZg+Ks7DswDfBHzLXC6lMdCIHMRHAlLoAdV0bIwm4cBqpx4gso9IjSiCUyrzcg8gqqjOUOU5mqUzCPmATH8x5Q7SLqyaU83VcddYcINzAbP/jhsVXsQy+Z+4KjKCuGc6uoF+umXAjrhNbB+2cwgEVErch7ktODAHqs+bwIct2nG7b2Pi+/YQ5yNCEGm4/hJSU13Vmveuoihah3IeykUoVdGxORSx2KRE6SbAwQ1iYWEEbyW1hE6VEKFD1OHEo25BKOQgtFmVEXQuhiVIyHUaa/TEen47bEQMs0vVKFJ9KYniEIj0nHhgCDcwxoUlkO0kLSpQmQkVgikMs5mnY85OcN6wPO21Lcl3oEdjGEbCB7yJxga/vp4gzu1ftIjJHdYg4B9pDtYmwTRlP0pyvgSwTaRFlA3VNhqNVOv22OY1IjQqgq5igY4RIQLWBjw1cnFLM7rZ+yjJoh0/efZz/+yUfZn3Y4a/e9QH8F6HQ7R/674iIoKr/S++DG64v9b2/v+cL0rfPhhw79T5VveFBv3Amk8lkMplMJpO5oLgL3YFMJpPJZDKZTCaT+ccQY+Rxj3scV1555UUlRPhSYnl5mbf8zm389lvfww1f+y4miz64TloVn5LENM3SP54BRlZCwPXANdPq/U0ssTmxJL9vp9Xu3twOfMvKBBQtOzfOTLzgOvZ7sWqJWxmDX7G2aQFFKltQptIBbXMT0D5EZwn7+l47VltAw1wD6hMgPXAtqjjg3vun/MAr/4JHPXyZr/jyZaCX+nbaztG51aufzSC2mG4s+Kbn/zWv+9Er+aPXPZlXPPeh/NFrbuB1P/JInvqcP2F+Gth0MG9AJVDflxLean2XqSW6iw6UHSh7KbnfhShQFxDuh6mD2Ebb+4iNPpEz1M3DqFtKYokG6P3gWkTxaLEMLqB+D1oIKh2IJ20OXAdVbE7qe00o4TpA34QIi3tNFFILLLoQmjD6dJoPwA/MKt8vYYqGJsRTNgeugwk/loA1kILo9xDLZYJfIrpNkEhwA4QmqEfEI5RpXjpYgrmDyhwokXoDVy/sGN9LJSPOQtyye3fpvPoEosHuq+yY80LRMdcHLZDZ2XQPbVBzLVDZsDHxSxaL0rUSFWyB70LRtmuGU+AWdr7vgyvsOmEb8Eg4TSz3goLTFqINiIoQkdhGosdpQdQp6BCJDYiCix0zDImbiBZIXCCxgahH49DEDHFuThJRccGECQoo2wglLgkMIgsiIxxNoGHji0MZ4UhOAjTT+ZPkslDhaCE4c7gwOw6ULYQST4nQTsKDEY6exRplanuIpwQUoYlQ4+mgScAQdctCnXYSGhUgaybCkCaqXSINkDOolBaXsvPMHbdYRcF1cMxx0kQlJlHDmfQuaKM4oIGylmJ7CaRNHdv88ps+wMv+w10851uOMp+Neeef/fbn9b2YyWQymUwmk8lkMl+KZDFCJpPJZDKZTCaTuai49dZbWVtb493vfveF7krms/C1X/dNfOTD7+We+05w8J+9jb+949NQdMHtYXvjOC/+8ffzfS/5Sz708cKSinEdczUYmW06pa04FzFBgU5spbqbQNFIZQnux0o1bFjS1+8394A4hnh/Shwv2ar4MASGIDNMlLANobJj6xHU2+lzCP4AVKehnsBi3coP+AOwOA5xwrve82EefssbeM+dI37pVVcku/6RlYGIHQgbgMJ8bKKK+ZC3/sHdXH9lm2963ENh6wS6PURPnOEbH7nE9Veu8ju/80F0fAaqsSXFZRV0K9nLj8+VpYgLcAG8mihDxxDGwAbMV9K9TpH6JOojsXGU6LaJMgKm1h+/z45zyc5eJvZJtBX9fiUJNeaILNBq3ca23rR7DCnB7w/a7/Mt63e9YdtmZyGk8hw6tXGPMc1TH5igTIAtEye4PVhSeQ2VgLoh0R+mLlqon6d42EC1YU4CsjCRw265CgFGuDrimCMhOVjENSj3mJgjrKW+n4LygJVuYNviQc9aiQUxoYu4wsaKYYq/CUiL6FpofQ9RJyhn0XKA+mVU12xbPIUWB03QEjfTnE3spyjAjQmNFVwcIsxsDHRq/zCjPeAMMEN1G68lol2UDZQZymmcmuuA6jZCjTDBMUNwoKNUfmGOygJknMoWBBxLRMYoFZEpjgJPn8gwlVRYABVCi8jU4oD5eeUfZkl6EAiMzivZUOFZIjJBWRAZAuDppW1TrAzEAkebwAQTOiyILFLZiQplQkkbiaPd42GCsGIxQgVs4qiAZWCMi8M0tkOQFXvmdkqJ6BTVsTl9sJ3cMSZp3yy5VvQRrSGeBmb84Cvv5Jd+8z6u+R/svXu0bVld3/n5zbnWfp59nvdRT4qCYJVlAUpKSOIjGEIkFOAoEIcYjCZg2WSoKHSGGdGEpAOBoE3EVumgQIgKDtvugBEfTUNFsUGe4WnxrgKq7q37Os/93mvOX//x++1zLzTPot41P2Ocsc9Ze6255pxr7l3j1u87v9+rH8Zz/vm76XUDr/zVV9EsxuZ+8UBD7oWfQqFQKBQKhUKh8KDkvuc3VygUCoVCoVAoFApfgde//vX8wR/8AW9961tZX1+/t7tT+Bo84qrv4MSJO7j+SY/jbz3lr7jhyZ+jaYS3/D8n6fdrOu2KX/nN/0q7XXHt1Ss84/oBN/7ot7C5uQbixVydYxEN4oKFuRW2Q9sK3brrYfLugqATi4HQvokVNLuN/gJStl3s7JkIQUdWG9VoxWr1KIGFWjE973i0gZjzgkwgD3n849rsf+LHGbRu86LzLiR3MMh7JnzQoR2bTmByms/cusd1f6OG/dPobIbubkMTYCI85iEtPnvrLowbaM9AjkMc+Tgy5GTxCnnb5yVYLIMAyeeENrQrmM4gniPQIjRnSXGAihV8SVMIG/bKyNpBQde9cL4HKqDb5sqgU2CILuagggT8PfXC/cx3/A+BxgQU1cL6njDHhLhhhWDdtUWhZ8+7CoRgkQ+6bf1nZmORVZAdiyfINRoahFVghLKDxXrMEVm1PrBHaPYJuUFStDmRkbd5zsbIyN0q1jxqYmbPSBOwYu/lM7Z+mgQxQkxYsTv5PNXuwnCASgdkDwgQvAAuAx/LBNHh+SK21NCY0KCa3gK1lfgJe6TYRUMGL85bEb7yHfwRE4nMzJ2BobsczPxcEFooBz53C6/5LshUHvNg3ghKcgFIIDNB3O3ARATJYyHG3o9l8b11KFawc2qgITPy95WMklmgTBCiRzhULjSYAQ1Cj+TtKEomu/DBBCVKJOeGwMwEJEyBhCIoC3sGBFuL4O+PIO/betaJiXaYg67aWmTfYhpYuqxUJu6hAVomQskjyENSmPDKV/8Pmibzng+cAOBjHz/J7t6tfPujruQ9f/FL9I7+46/vS+/+QBEHFAqFQqFQKBQKhXuQ4oxQKBQKhUKhUCgU7jQi8nwR+aiIfExEftaPXSIibxeRN4vIih+7SkT+u4h8UERuFpFXf6P3eve7381zn/tcXvjCF/KEJzzhrh5K4W6iqnv82ds+wq+94if40M1zPvHZxCt/+UZ292bccXrEeDzhV17xUlYGF/PvX3kHW1e/jef/4seB4FEBFWb1XlkcgSxz7Gv70WDviZ8ntf0uEUJtP3F5bJlnH+2aWEPdcqeF6KKGygQIbi9vFfho16dgQoXsfUjBfl+obSantuNz4NQUdhLMA2jg4UfbvO+vpzCvYNGGEE08ECo+8OkhD7ukZwXwJJCiiQKCO0BI5b8HqDrk1gqptYKGjvfbx1q3YDCA1T602gSBoAuiNuR6hXn3CIvucRaddRadY+TY9zH6fInPCxHE7qehjbZ6aFVbtEXC+xjs2lBBrwfH+3DxADa6MOibE4B621qdn3MNqLTR0LV7UJ1/pofPtkKIBKBKY2KeAx7R4EV6QQgqiGZETRyhVQvqHhpb9mxbbX++/nurBe2OvReq82NdrpPlupKASLR7qdh5obYohqoHddd/71pcSN2FugOx7ZEPbbtH9Oti29aYRlrDs/T2b6W/dwv9nU/Smp5D0MNxWZV4OQ8Bkcpeva9C8L/D+TkloFKhXPD8/LwvbhPki66Vw/NMnBAuuC4gPs/Lc8WP2XvC+WdRHfbLZBZyQTvyJf0VvyYS/JwqzajTATFNEdIF4z8/vvP3joev1n59OH6Wz0xqRCOier6fUl3QD3v2WveZ9h/KbOUKTu38C27dfik/8uxvo6oCf/fvXMZ3PuYhfOzjpzlx4uzX+Ja7/yAiz7+3+1AoFAqFQqFQKBQeXIg+EO3mCoVCoVAoFAqFwt2OiFwL/B7wWKz8+qfA84DnAL8NPAy4VFX/dxH5M+A3VPXNfu0jVfUjX6VtvfDfKn/5l3/J933f93H99dfzpje96W4b093NwcEBg8Hg3u7G3cpXHKNmi1AQIBw3p4MLyXvs7u6xdfSh/P7rbuAZ/3AFZBuLVGi7G0IDTHw3dBc4ZxEKOodwqbWTTkHI9nu82GIN0ra5CzAw9wPpAiNATEzQNECCZmTuBjIwpwQwR4R4ERCgOQc0EOCguYpBZw/SGSBDe8OdFbowOwM7At0BjPeg3WJ6Zo+H/dB7edULr+MHHtdGFVTH/OG7lH/2qx/mM2/4bjobY6Sz7rXSNYi7UKuPd2b91j2a9jpCF/IBMWNxDXEd6NoucAGVCVTHyPTITMihAVZ813sfOCDomKBdRCd2LQeAunvAiIPJFoPe7UiOMOkSZA8aNeeHahNCx50JdkF75jIg64DHS8Q1kMZFJVOfuw1U5mQqcmxsvlj3ov8pzosTNm0ceoYmHiGHGmXNnr9MEe0ieQ4EcyFgTpXayGKfSCI0Z00MIFsuMjnp7YqtP52aywQVBwerDHrBYjrSnjk31BWZAFWyWAzZ8nV4GiRbO7JlQhC943CNSzgOeYrothfAu+5sUcN8aG4Yvi1dpWG2ssm88zeACmW4/LAgbGHOAzu2NhGELZQFwr6Nmw7Ksi9TRDuAkEKLHCpS3UHoABWjgxm9QYOSCKwBGWWCkhC6KA1CG2WEIO64kG3dMwVqAh2SuyqYC0Pf3RBGmPtCgzBAEJQpFq/QBjKBjrslmMOCeSpUSD6gboZEbaN5z9ueAD3vz9jWJHOEdZSAMKa1+CytJgENKqs0MkWlYjg6zkpvFxMpjNBQo2HdXBCogQOEDqItIJPiHFFhXl9EZ77HOFW8409u4sd/6sOcu+1NSPvb7fMn9x1j0a/13xERQVX/f94Hy/9m/81HVd/2vj8+cnd28cv367I73q+q193jNy4UCoVCoVAoFAr3KsUZoVAoFAqFQqFQKNxZvhX4K1Udq2oD/DlwA7ZlNfvPsiByMXDb8sKvJkT4Ut7+9rfz+Mc/nhtuuOF+LUR40CMBqoussP+lQgSAsMZ/ffPbaLUqnvHUa0DGmBChZcXhuOq/tywLXuYgF2HF5U0rLusYquNWOIzHTRygOxAHIJ0v/gF/ra3wj7sQ5MYK7PUlQIBqy443t0G9BTmAbtl5s5MWnyBdi00IG+edFXoCswArxyEEOms1b375o3neKz7Ak37h4/zi62/hyb/4Gf7Zr36YN73sW+gcO4K01y26IKxbJEQ4AvTcGWHDnR2ANLPd/7Lpu9m7FkFBA7Jlx8IG0EHSF5CwAtpDJULYMlcGCWRp+fxt2fjhvBOAbNozkz6kFSScBtb8Oa5BNYDmdhNvhDVrMx6DqOefr0YbS6iwgrKYuwIDQugg9Fz4cNqiMMIRm3M56hERJhwREsIWQkZoEF3udu97vytEVmliF617pNBDYx8NayaACQrBBSXxUvA4BLQDeL+18fmrsYiKFSQM/O++RTowM4GLVBAGFikgja/piMSLEZ0hHEDwvoUVF2N0bQpCz10cVtGqQ648ZsAFCOY/MMDiC2YEWSdQEWUTK8iPbN6off123TFCyCRUohX+pYNFMiyATGQFEH9VEgcEegTa7jrQQhkT6LjTQW3riuhOBxlQvx6f94zSEBl4232EQGKfQBeh5W23vQ3c4SEgdIkZqjTxKJIGYR0TXXQ92uEs4m0LKygR5RwmqhmQJZLlCFlqVGp396jPr0c578wA6/ar9EBW0HzWXUV6qFR0F2MWRFZkTrOoeexjLof21RCP3qeECN8k3wr81b3dibsSEemLyPtF5Cn3dl8KhUKhUCgUCoXCl+cB8y+qQqFQKBQKhUKhcI/zUeAlIrKFbWV9MvA+4JcxZ4Q94Ef83P8IvF1E3gn838DrVJch8l+eg4MD3vGOd/C85z2Pn/iJn+DlL385BwcHd9dY7hFGo9HXPul+zjczRhHh8ssu52A8g7QKeRdIZnGfA7akxIvQtb2nlYkQ6AItcwmQyor50gYusaKxitfD16E5bY4JkoAjoG1Y7HK+wF2DKOTK7sEcwtUwOwVTgTRmFFehcwVMT0MVrOAdV8yZIXk0QYyQBrAYQa65+lGX8sE3PYT/9t/PcOvnTvLM6y/lt//Bw+j0jjHMpz3SIELTgXkCdk2cUGcv/p8BKnIVSXMQWSE0e4TFDMgQWqgkuyZmYIyGb0EnZ8mhIgePm8hTlvEOQYVAD/I5dw4AEwGsMhpPoJkj8ykiVyJ5z+cxQxhBuAYWZ0yYIQKhjXWs7ecsoDpizhVSuaPA3Aq8epYUBZURhMvtGerMn4HvYtcJMKGJbXIwIYL6Tn3RMbBh7WnCdu93EI4S01lCrglpCuEKZDrGBAg1BH9lHfIOSMVolk1MknqQ3Akh9oEZGhIakgsl/D5aWXtyqYsmxqCBIFMTW8gRyNs2lhD9XqdhOrP264tREZp2ZD6JqKx4sX7m8z/EhDgB2PfPxvK+A5R9QBBJoF2UbZSMSECp0RBoYoawdD3ITEczEo31lRaBNaZLJwyyRx903Z1B3KHgQjcDwcQQAcWFG1T2mWPsfyeg8raHtiapECoyY3tWKEKPmCs0D4lpRNClVKXlbWTMweBSH2u+4NqLUHaJuUJ0HZEjkPdRiSjKeBpIcdPWMx3rtyZEusAeonMTnshDQPdMTKIZRAhpQbPY46or1/jc7bdz8823cfkV69/Qd9g9wTfxHftR4CXAeZngfQwReS3wFOC0ql57wfEnAa/ExI6/paov87d+Hvj9e7yjhUKhUCgUCoVC4eumiBEKhUKhUCgUCoXCnUJVbxaR/wC8FauefQhoVPVzwPd+ybmv86iGJwE/APykiDxaVWdf2u6Sm266iRtuuIEf+7Ef41WvetXdN5B7mAd6TAPc+TFed911fPozn+WWz97Go646y2du2ebnX3w762sbvPhfPoqLjp60grbu2m70dA5wS3ZZs9e8hy3Hru2G1ztAR1jRegD0oNmFPHT7/hkQIZz1ovmOt/0Fu48GLy6fs+vm2xA7EFcYyAloT8yloRpA2IUwhNbQ2zwG7FhMxGIOtBisXcxzflAgdaCKfv1tVnjXfb9uatb+eccK7dUKxAOIE5B9mlaf3LaoCcn7kGeEPCXows4P+xACGjaxHfZTkizIoQuyLMafAxIhg+gISTNEtv1JbIIcQBZW4+cIVBAOPGpjGxOIbEIY25zNz1o1uRqaA0A+g0Uy9CDOgbHNSwDYgDBC2SULaFiFMEZzjXAadI6yioQVVEeIDlE5jco5NKx54R00dBFmaJ4icmCRAtq3KI88JjCjng+RNCJID/IJkIVZ9sejkM8g6tERUjHoZ1icBFn47voG8gJkhxxa7tSxCXoGi7PogkxQ6dPI2LQyLAj0kXyKLIKKIiys8KsBmjZoZToQycSYiHEMgLBGZg8Yu3tAAgLKCBMptAlskTmwcZMQFoiMUEaommtCihV5KUYQdVeJAcqY9mCEEAkEYO5CgwVC7aKFMcrC5oRMoEGZoi5CMHeCA+8T7nwAmQXKxNseAEOUuV8XETJ5KeQAYhpTZUHSDqIHHuuwbuvExQcWAZHc2WEpkFgFnXoExMwFFBOUGmSMqNKETGdlj8wMkUSVJsQ8Q/ScfZ5ZgKzY50Az6DaQ7fsjCdXsFN96+TluueVzTEdn7rPf13emX+f/my2/9WXdae4b/Gfg14D/sjwgIhH4deCJmMPSe0XkD4FLgL/GlDuFQqFQKBQKhULhPkoRIxQKhUKhUCgUCoU7jaq+BngNgIj8ey6IYvgy554AXgu8VkQ+ClwLvP8rnX/DDTdw4403PqCECIWvzrXXXstjvuPhXPeE/4OHPXSTT33mDJdfdozZ9HZe98ZPcPxoj/3hjB971rfx6//hKnM/oMIKjOu+I7/BdmsHt2TvQb4DKx6vYrb8NeRs8QriRb1qywQKYcVt+We2yz3NYNGy8/IE4ha0AtTr0FlAOmkF+Ljubbdt93vs2bE8guooiO92DyuQGo81aKzPccPEDknN3l9aUHXsPNTbrtzpoUHjJrAKMkPjcSvu54bEJiHvQ24jMrc5oWuFWGkDHkdBB9vhn1BpexzDKpKTRVuEdXvNtfWXbIIMOQCOASOLKQhr1u8wsLkMbQirEObn24ktoA2hNtGGbFzgOjH1nfZrVljWA6BHkBpYs83bkhDakAOqLVQCWSDrKkqLwxgBndl4NQCRLBUp1oS4Cc2IwIq5N0gH6PvO8HM2H9K2n7qxgrWsAj1zl1BBdIrKho0nDX3NCRqOkQnkWJGkDxLJbJHDGiI7mCtAH1V382jtg6x44V+BiRfiB0DboxKiPXNW/D62ns2pYMV0DSR7rvRQDSABkQOELtBDCAQqlAahS6BGSOaAgbqIoCahQPRYBItqSOz7313vWxfxawI9EhMCAxcatL39sTtWZBcfdMnudSC0gUCgQ6ZBiMQ889SHvo8v2FiYAesIUx/7qkVesGqfce0h1C6Y6Nuz1AqoEZ37Hc3RwtbTBCH5XE5t7eGuG6y7+Gjqn4kakS651RC01D5OsAAAIABJREFU4uFXHuU9730Pj3nc0+7kt9l9E1V9zXWPbv3Wvd2Pr4Sq/oWIPPRLDj8W+LSqfhZARH4PEzWuAH3gGmAiIn+sqvke7G6hUCgUCoVCoVD4Ogj3dgcKhUKhUCgUCoXC/RcROeavDwGeDrzxK5z3JBELvBeRi4At4Pav1vbP/MzPFCHCg5B3vvMD/NqvvIBrrrmG17/mJdz66bdz8o5z/M7r/jU/+Izr+ecveC6v/s8f5qn/6CYrLurchALaeGF8DUhWFE87kA/sd4JZsudkLgRhzWq+2pibgKiJCkIPmpMeuTCDpmuF0/HtkNZNINDaACbmElAfgVBZ7EPO3vY6kCF77IAuLApCVn33fdfv27Vi6ux2SF2Ld2gmvov+LIRNoIJmBimDDiGsIWnhsQZmnQ81ORwjs0eSPrkCpWPvp5OorJiwgrkXb3ewAm+NomQNZFGUyuY07dquceaIBhNq6GnMgWLmIo4WLE6Y2CP0PK6gZc4Bcd1iGUK2cYbkgocNex556RjQAtZtrExB+ggNsAL5lN1P++aWIB2QIaoBlT6qjdvtK6ja3OrUn6UVuFN1EVn3aWIgx3XIDcoGizBlXm8xrR/CtLXOvL6EWVUxi2vM6iuYxk1m9RqzeoNZvcWsdSWL2GEREikeQUXJYZ3ElCxzYOPQmSHrjo1Be6iCakLJKAmlh2oi+5pTANooAWUX6NnapYsyx6IKVvxY310Jpn5MvM3kc9ElazbhBMHbroBIw75HIGSENpmGzJBA190FGjKZzIRA36+3Y9D4NZnMAiF6TEN0QcO+Cw6SiykgMUToHJ6rCMrYxRABJZirA8ldIFZQ9lzQsDCnA3pktn1+Fqi2ba1yzsdfobrwaw5szRAP50RoXOiyieYDP8/cSWBg7h0h25zr3OZcdlFZZdHe4jO3nOUJ/+D7eeUv/SQ3Pvd69s69+y77jrs3Wf43+17iiIi874KfG7/O6y4FvnDB37cBl6rqL6jqzwJvAH6zCBEKhUKhUCgUCoX7JqKq93YfCoVCoVAoFAqFwv0UEXkHJixYAC9Q1bd9hfNeAVzP0qcbfklVf+ertKsPxH+rHBwc3Gdtv+8q7okxvvv//b/47sc/k0dec4xX/NtruObqDpPZGuOpMBmdZTJZcMXlXS677KGQFdO9COQVL5p3YH4SGNiO+LwAiS5cGLgjwr6JFcb7MPNd2ONtK35vRA64mkF/BovPmRghrJkQQfqQ7oDY9530++aW0OyBRhdQ7IHv3EZWzDmhOQ3pANqbkKZQr9kxorc9dheHs+TOOql1HNV9iKvAvjsCrIPuI0DMO37dKsgZkgg5bFrhmhVMkIC7AExB28S8S9ARyBYsthmOj7JWf9bmIWyZGEJakPdtnujYnOkE6FmEBisWaRAXdn+Z23lhbHEZchHoEKVLlrHNHZd4XMY5i0hAMbHEFBiB9FAyOWyhzMliThhWhK98d/sEOGKv2oYwsp39eZOgO1TNKUKaMWtfhFZHSKLkGBCNjIYdVvoKzEkyJtInI2aeQAKdErUHmgnpFHXaJwMpXoQKZGls/SggA1SjR17UoFZMN6f5PVtzCKqCSIMGIbPlK/sA2zOSUPp+bBnjALBuLhCcIUgLtEOWZczCLqp9UlxHA6SqD8zdcUAYHyzoDZaF+i6BNpkDTETQIzN3McGBt9c+FB2Yg0PHxQcTFxDMMOeHtscmiEc+dN35YYj9Z6Hrry2UIUKkaho0jYhZEOyzIPRRj6gQmaAabU0xcVHB1GNWOsA2IibuQBcmvPF2xsMteiu7QAdhRNARIXWJumfPQ/aBCvSYrRXZsTZVsU32ByCJqx753/jc58/yd/7WtVx+CWzvBd7yx2+hbl32DXxT3T18re9YEUFVv2wOg4i8428+qv7u9/3pkbutf18JueTk+1X1uq95njkj/JGqXut/PxP4flV9rv/9o8BjVfWn78buFgqFQqFQKBQKhbuIEtNQKBQKhUKhUCgU7jSq+j1f53kvAF5wN3en8CDhcd/1dP76o+/naU97Mk94xk3kbMIVESvEiUBKSrdb8fM/fS0v+p+PuEtBAgZW5Nep/chRCC1Ip+2cPIT4ENthvzhtBeYYzCkgzyFvQ94wS//0BduFnw6ABsIGZG+7mULds2J7c9IcFaRrcQ2KxTtIBbEL88+bq0KzB0ygdRzm21Zk17n1Kxyxe4d9wnyIhhYpds2JgAXQMREAAfQUMIMmYsXVgMQRkqdoOO5iiLm5HLAAHRDyPiHdZuOUgIQ2kk9D3jPHCDmwgntzws+pAHeCSPvAHsTjEBPoWXdWWFi8Q96HvOsF+3MQVpF81uaMVeCEiTIYe9yCOU9YAXqE6gjCMTKKyhBQlB1ENrwQvucrYxuRNVT3EJ2YcEJOo2GVnBPkISqwqHrkEEgyBxJN7NJULRJngA5JhMAamcbmT3skVYKuUekOaSlokUSWCmTBcne+ICCnbWw6AlknUKO6A7JAtSHIFkgC9lHawFmEI+5EsO9igIgJARZepF9GGuyAZBOiCB5/sOu7+xsXrLTIDD3SYUFk3cQcLgYQ2iT2EDKZ2WGEQ2bkTgYLAhmh48cWwJzIugsD9i/4NAqKutAg+DW7CEpmirAgsEJmDCQyc3KASjug26AHHkFRe9s7qGZ3W4hmXsK2tS0tso4QySgjF7CsYYKVhT1zugRpu9PCFFUFGaO0kHzqgjm6w4VIY48f2bLPns6AMf/rSx9J0C2e+vd75ObzPOlZH+Nf/cLP8dKX/TISr/hmvr7uVVT1e657dEv5slKF+yy3AZdf8PdlwIl7qS+FQqFQKBQKhULhG6TENBQKhUKhUCgUCoVC4X7HI676dm7+xAlSyqgqqkrOSkqZpskcHBzw8y/8UV78io/wPU/9gNVxk7pTQrJCfFBzOiBiWQxzK2A3O77jvoJKoZuhp7AlsNKBGIEhVH0IMwjRlBCxC7nxgmYD2Xb12z+9/bg2dv9Q22EdQuhDGlqsQgYWCZo5NGOPc1ATTOQpNAuYN9AcEGgR8oKw2CMuzhAXu4RmZHXulJHZLpJaMDtHSImoc4I2QIPIHDQjQKCias4QmwkxzYjNPkGjTY0kzDmhAdQEBSLmJpGmFiuRm/PCCoYuVEgemdCy19xAGtt1mgFBVDy2oWUCiZwgC6QxqhNUEynU5LhKEzfJ0qBUKA3CeUGEkOzZkc2cIADIoQuGMiRV6yw6l5KqLioNqiZOsQJ6RGVma0GSr7B46I2g0pBDjxQzs86lTNsPY15vkGIEyYgkoEKCeJREy9eSIOJVX8mgc0QsbMBiQwQTklSwLOZLtLkj+XsNIjUqAjJB6Zg4QJb/Oyd75MPCziGQQ+tQiAAV2d0FTOAgLkBokZnbPB1Wpi2WYTmPyxgP3CfCxAUVy4gI618C1IUEy7bbKHOfv/P9tP5kUuiQ46pfm11wMAFaPl/nx24xEfHwHKGNqjkxIGIOEX6eit9Da49gyWRRcoioBJ+zYC4j9F0sIv75TyYqkRlo4ge+v88PfH+fmM/SouH3fuMKfvcNf8qf//m7vur30v0GU27dsz+wJiKvFpGnfoO9fS/wCBG5UkRawA8Df3hXT0mhUCgUCoVCoVC4eyjOCIVCoVAoFAqFQqFQeMCxsrLCi/7da/mRH3o8Vz36x3nrO/s88XuPWlRCuMRcCmj7LukOtot/bO/Xx00AIHOoO3ZeqCBcDN2TUG/C7GLgE1BfYe4AcQDahfZDoDnnQoajFp8gG/a+tE2cEDrujNAC2YLxrdB9BExPQ1WbC0KYgnRcsNAFuhAvheYOCBEJxzG7+Y4LDFqgfXtthqArSDwC89vQ1pVoHqJVD2QLyWaxH3SG5EhQReNlLtQAwnHILsaIx7DoBO8/LuiQoyZGqLrAzGvaqzZO7gD6IGvW77BlBWKyzYW2QQOBMZlV0AM0XISkPWSxA+3jJCI51mgQL7KvWoGZs/Y8WEG1C4BKRMioDoAaiKiM7d55iITjtpOeCSIXQ66RAAETAwg9TJiw/LsG2l54X8bFZIRVIJMq1yxoQvIci73YB7YsooFzWGSEoroKqogc9T61rV/qgg2x/sKGeQyoItLzdkBkQOYAYQ20BbKNcMSFDdZ2YAtkTJJ1NKyBtNxtoEFQ77cizD1uoUNil8gmyvQwliFQobRsCdCxNcIAi4oQhFUXNcxdwlCh1ASiyytaBLo07FCxRWJCIHoshJ0LIHRQhFRdSVzc4jKGTXtuOkAkIVqT6fh12/YsdEDmFEEusTgSiai2CRxFdQ9QAhv+xFZdqCCI1iYGkamtQdYgnYHqMlB3lQjHzPlE2iBzNE0h95BwCWjg2GbipS+6mhe/+BU8/u/98Df+hVQA2FPVG7/aCSLyRuDxwBERuQ14kaq+RkR+Cvgz7MPyWlX92N3e20KhUCgUCoVCoXCXUJwRCoVCoVAoFAqFQqHwgOURj/zHPO47v5UX/pv3+Q79O0wEENq+a38E6YTvmhYr/Kc9OxY6wAxi34rG+RzE2t7XEVTHzNmAxmIWFp9nudsbaVnkQ/MFbydD6Nl9mhN2fx1D2oHORTDfhbAAamtHIyaSwK/5HOgC21Hfs3Nnn0VoIwhC1yz4mxNWcF7GJ1THCM0OhAaokPQFgkDQSMxTAgH0C4Q89D5FyBNoPg/Z54S2CROaE/a7ziBt2zHpuwNCG/QEJHeDEN/70Nxu/ZYaaNl56YTV+HMipF2ELUI6QJodKzqns2TpEWijkoEKzacxO/4eIlZaJ59yt4kK1QqRGvJZNGd7DnkEYQNNByZ4kJpGJiAVGrpw6Byw77vua39+QmaXzARFPLZgQGZKYh8INAHIFUqPnIdARPOO77of+LMC1RHKjj1XrI+q+yi7WIE/IfRRJn4somp9UWqSjlACWfctrkHXQScIYu4R7HmhvkJjlyxjMkNvWwl0yUwxQYG5JCSmBPpkZpgzQaBhDzwaQghkEold7EEFAh2UmR8zkYbQIiAe/1ABUzLTw7kSGpsrH9eFrgqNDFFpIPQQqVBmZE77WLBYBYS0FCIwRRkR2ATdB2lAKzJnyMxMgCDWtnLaXBpUUK1N5JFP+TOYmwtHOGJuJEzseHPavwM6NjatQE9ajEOoQWoe88jL+OSnbv2mv5PuG8i98PO1UdVnqerFqlqr6mWq+ho//seq+i2q+nBVfck3PfxCoVAoFAqFQqFwj1HECIVCoVAoFAqFQqFQeEDzn37zjXz05rP80I1v52WvuoMPfuRTkA4gn7EiedgwUcB4z6IEmgTageas7ZrWXbd0j/Z7ULuu2fYYhbGJEupjkHeBBeSzJkiIm7YLO48g7ZpAIfTtfZ17UXUKUe11cQbYhMU2zPdMUJD3zKFA963IPT+DTGZIOIosTnrEw4G9H1f8fnMIFlWgkiBNQM8hYYDkHSTvInmfkE4TZd2jBvbMqj6NIR619tK+9TntQFi1OUsTm1gd2njz2O4pAxdUzOwaPYC4ZXOUtu3vfMoKwRzYvIkiuoNIhWiC5hxZesCQRuZontuu99ADepC3UZ17QXrd7d93gRHKNsQNkIm5VUj2V4vjSDIBKlJQYEJm4YX0mkCPzB5K40XvPhDcUSGh7LtbQCAzRAVSbICRRS/ovq0PFGRmsQk6QkQQWSPrOVSH5LyNSB+RNuiQrHNghqIoEeXA7zf16AIFHbngpAVsA4nM2Ff3GokdMmM074L2CLRQHYE2ZF0gLihIjDD3AEVJCOpRDWMq+iSGLjgYoyQCKyhTMgsaRu6g0CEzIjEjM/Hro1+b/V4LQMk0ZMZE+mRGZBcrQEOQFXIMKDNUG5QFwuBQGAITF4h0yBygmgiIizYU1bkLMQZYREdjY6YhsIYwAXfDSIzMHSLvmniFZO8FsfgQdk0wlMcWG5LGwI6tZ5m5sGTI69/4Dp72lMff5d9PDyLubExDoVAoFAqFQqFQuB9TYhoKhUKhUCgUCoVCofCA5lGPehS/+evP49+99A289S9u5l++ZEwIwsXH+zzsigHHtlpcfmzGzz6lx0PWhtDdtIJk7wAGbStaSg+aHYtyyEsBwhR02+/i8QVp7KKAGtgDGrOHl7ldF9Yhz4CxRUGoujhh3wQSKdou7SaDbEM/Qm0m+KQJ5B0IFZJ2kAm2y7tqIM5ANq3YKlNzK0i1287vI7qA1DOrfA3AHioLO0/3kLwAJhAmwCrkbVAxEUWeebzCyEUGCags6qLZtwJuXWOigNqEC9LY2HIwQQBj0Ay6DrJj18jUXBhYt/fSLtCQZUKK6yhTkJFP7z7mODHFdrf3ENkzYYLMaGKfHAYEFYImgk4QFl56z6RYs4g9NCSEBYmZF6zVCvk0KDO/pmWCA5Ldi0SmS2CCMvJzvF/MUd1HZIHqHsIqqjNExqgKMLJ1wgyRCaot8OI6TBGSRyO0ve253VciaEAZIsxcPNAiM0MYYS4GQ6zwP0cYE9OMKk9BBQ0jH/cxclgjkxEalERGgAplbPONmtMEyYUAgjkRZBcbzBB3VTh/P5NPQAddigEO265tLbFAqXx+bbzYU0TIoAtUpt6PgT1vlmKBBPRdpDAFUVQr79vwsG1h6C0eAGpiBWnIOvZ5mxO0NlGBzPxZNCY0yFO7TtVdPjqg+0TdIeS59RG19UqirjOf/+zJO/ktdB9CQOVe2Zv0NWMaCoVCoVAoFAqFwgOP4oxQKBQKhUKhUCgUCoUHPM953m9w6+d32dkd0TSJP/mTP+MpT3s2hE1u/nTmd968z8OfeQsf/XQDsw4sAjQtoLJd07Hrdu1tc0U4jHqo7TW0IbTORzqEtl0Xan9tQWxB7J0vfB6e17P3Qwtix4QMdQe44D7UELpf3LZUHo9Q20/40j62obJd+IGI5Aryslhco6GDhh5Z2hZbIBYlgHStL+J9UO8vHh0hZluPdu38JkJTQxNMAJGjt9Ox/ksbuGAul3Pi/YDu+fH4+4EWSO278dt2La0L2mmd74d0yGGFHDfQ0CXFDXIYkKULYYDGdVLooaFjURbUCNWX/N4i0LrgmM8FNRYx0PKf4McCgQpo+7y0rJ3DsUaLjaC+oN8Rkba5QFCfXwNUBNoeR+BxDtryfshhH/A+2O927rK/EIg5E/OcmGfENKfKM2JqaDUTqmZBbBbENCOmREwgGljGJyznw/43Ufwy8xN9vMtj0fvdAoL33V7D4Zxd2E7rsO1AJGhENHocSXU4rvNt1z4nwce5HK89f5HK11Z1wZz4c9ML10w8v2ZYfi58jdPyOBF/huJxJFzw+YzLddri+f/Td/G2m953p7+D7jvcGxENX19MQ6FQKBQKhUKhUHjgUZwRCoVCoVAoFAqFQqHwoCKEwBOf+ESe+MQn2q7o9HnILa66+tt55stO8cIf3uCfXn8lQc5ihckVcweoLgWGtqu6sQIw1cXAFOJx26Add+xYXpgLggjQgzgC+h7JcBzSyCIRctfcDOJFwApQQ9UG3QF5CMQJhGMQorkwxGPY7nEXNWCRBoSB3TMehdzxPq2aK0E8CnqA5C5BVsm6C9UmMEfDGkJFQonNHJGW1YzzqokiZBkrsbB4hdAHssVYpH2YrcJMIfUhrNmx1nFzUYibKD2LoEiK0EJFzGUh9pF0FsKKuRvELiqXmUNCvAjVMbCGUl0wTrH70sUiFFZQhKZqyHENJJLiKiKraFwn5DkptMx9QNoIGaGNsiDQRYlYcXzNd/e37X4IQt93xme/n10dOY5ygOSEpAloRjiCOQN0UJ3bPXQdK64P3EGgQdXup7pmXgRS+/26ZBYI61hkQ7C1JYro5mFkAmQCFZkNoAE23J8gEXQAJDSv+iqvQWfUuiCzR7UY0JpPCZJRiagMiXRpqi4iLTS0ECZkBu7CsIpFOiSUPqBAm0DHIyTmFgdBQ2TN4xOw8dEQ6JOZEehigoApFsOwQFhFEIIOCbR93huENZQ25qrQQ1kAa/a+mtgAhgjrqI4R+n7tPrCFuU8sn1sXJSB00DBBOYrmpWhixSJSGFib0oD03a1jy9aMguQa8jn7bKZ9PvrxPb7j0Vd9s18/hUKhUCgUCoVCofCgojgjFAqFQqFQKBQKhULhwYsIVFdA62L+4y+/jDO7U5738ndy+dPfwoc/OXbXgsqK8KHt0QrJarPxGBYd0AdtvKh5HBCIVlg2MQO26zpEkDV3OlA7Fl3sEDsgapEQnQjxCFRi72mC1EB9zCIWwhF3KvD+S9sHs+7OCaCxi1YdtDqKhgDSQbIiTYPIho2DDqii0kW0IcsaKoBs+f8tUHNbQCBuQow27qy2Kz31oKpBW5AyECFs2jmh59dbwTqHdbIoOV5MlkQSMTcDBa0vRXNEYw+NXgiWVQKN3UdBgu+lCJsWYSCbQIMGsYK/RC9yZwgVTYikah2RmhxWrB3wnffnd+FbZwUhIawgRCKrCA3iUQEgBNYObfszEDPuDhFA2pa2IUvnguXOfCvPB1kQZAORiLCGyIIQFGQFkdodF9omCkDcoaGFauXvZRcdZJR132Pe8wiD5H0T0BVEGmtTk41VA5IDFcGiB7K9hiZTaaa12CbkRExzRHv2yFywIWTCUjhAD0gEU6pc4ITQQQgoglATqF0kYPObPQAiHM6jCQ+CZkLOSI4+nuW41OYCQekRafk6zwSpsDgHMQcKUVv+y2ul7XNUoZIR6fhn74jFdcT2+c+NDuyzp+pLoIWJEwSkg2KPVsMR+6iEASuDKxiPl/Ec928svuSe/QHWROTVIvLUe3v8hUKhUCgUCoVC4Z6jOCMUCoVCoVAoFAqFQqEAPPnp/4SzT/8n7J74EE9+6g/y6Gf/JVdc2uMnn/1QfvqfXsNzX/hW3vPBPZ71tCP8i5+9HprTIPvmmiBdc0yQbdAhcA7CUXM40H1zQWDViunpFORdSJhrQVyF/Hlgz2IOWDd3hLwLeeKxCQNY7EDeB90Dtkz8wD7gbbeiORPIvm1GpzFXhbwLaRtyQGQNSX00zOx9asgjyBk4g2oAFEnJIh2akyA9E0k0Q8h7oAuQEdQbMNqG6hymXkjmBlHvASPQPkoiMwUZoVIBO2iIoAeoDC0eQhuoZoieBkkIE4RLUWkQRqiA5qnNr+6DzBCmZFkBRjSygrkLKLYzfwLMyERENoFEZhdoSIyJbJKZ+o569VJ/jbILZDIzhA6ZBtvRH8juTpA47W2PqbQPoqieQliQ9YAQjpHzFJFziArIHNUK5ByQEZmag8LyzhrNc0F6JD2FuDOCsEUgkLBjcIBwzNYVE0T2QbsoNcIMYQiyB+pOGQyBhLJGkD5ZTwPnUF223ULTSSILQj5LClto1UeCkkXARRXKAeb6MEEY0DBCmWEuDV2EHg07mKODICyfxYGfV5HpeDF64g4IbbImYt4DzgAtAkJmBoxtHUmfyApJd20toWSSiT1kiDK2tUsPpUJk2U8BSX6vmYtChEbmhDihyjsWLRHW7bMkZ0x1kMfm2CH77pAwg9xFpYXoDqlp+O03/hFXX3XlXfZ98yBkT1VvvLc7USgUCoVCoVAoFO5ZijNCoVAoFAqFQqFQKBQKF7B+yaN55/s/xSc/+Uke+9hH8uJf/RSDq/6At9y0w9/+zst4+X86yU//65ttl3UztOJ8ThZlMB7BfB/SwiIHzO/d3RQmoF5sJQONHWNo50UgqL2n4/PnSrZ/vcfGzs1jYGHXpAzNHGYHMNu3fpAhZGtLdrFCcbIfUWCG5KHFQ+TG75GwLeJTss5QWfY9eT/G9r5cMKZqCr0EHYG2WG24moJMvL0MJBMThAoNCQ3Jd6sHclWjIZsogcrjDGyuRMeojtHDufI5xOZFNaEiZKlBskcHLMA9BCC7zGBGZu5zrv7+zAvl548BqBfd9YuOZz/WeHvuUiCgMr+gnWwOBnkCTA/vf3hPtWeXtbFFlu1+MEeZe+Fcbb5I3u8pkPy4ukPC3Pqj3kdVVKeojuyYLMdv0RD27KeHYxHJfmxy+HxEZ8Q8olrcYYX4w3tCpvH5Wo4F72NGWfj41d/PZBry4RxmnwdFWfhz8DkUIYcaFfGxzi6Y7wQ6Q3V+2O7h/B7O+fK4muCDpbiGw3asnxMXlyiZiEqwNZSHkOeINhbZkBuPMhkhLFAyOQh3nBlz7fe+i+rSt/Ge/7HH//bKF30d3yD3A0Tu+Z9CoVAoFAqFQqHwoKQ4IxQKhUKhUCgUCoVCofBleMQjHsHv/5/vIucxK4Mj/C//9t/wcz/3fH7qXe/hWf/oR3nyc8b80W9dRWhOQFiBZg1CAq0hKtS2Kx9N5jwQ1sxtIPat+JlrqDbMdYAO5Oiig6OwOPDIhzHUK1BtQdoBLobZGFiDRYZmYnXXeh0WEbSPCRXaIOt273AUYm3/B6C6CMkTez/vuz39mrks6BSVDiAofYhTa1cG1u/QsXEIFhWhGaqWuThIA9VxCDMIx82hIfSATRBzRrDd9i2LqgBQj7/QCKGHpqNWDA9bZNoIfVQXPp4NmyMdAl1UIipH0KAusIgIEaFHxErXFsPQwrwezPEgsopFIayQEWBBYAVTgoxQao8i6CMuQICut92hYpWGA4SOOwHMgHWUMUHWyBoQalQFE5us+LgTqi0s2mDNYgQYk6l8nIKy6iKANtDx2IJVlBGBAUoHYYpSAXPvYxuYgK5hRfhVBBc6aAeRvsUMYC4Sqi1EuqgKIquojoEWoj0kTGkvZsxpoXEdkS6BZM4DgNAFajINgiB0USDQI9kiJLjrg9AnE4BApE/D2Od8QaQLoU2WNmiiyvYZOe9G4c8eQVhj6eBhxxbAOjD291dRxggWiyLY+rWYh2BrhgjaomrOEbMQdWDxDNJBcxthjkgfckKlj+aEUCFxk/d+6DY+c+uIZ//Qd/LO997CBz90E3/vyBGkuuqb/XopFAqFQqFQKBQKhQcFxRmhUCgUCoVCoVAoFAqFr4QIIfbpdntM5xlCh7/9Xd/L7/7uG7jpLz7Cw7/BLN/oAAAgAElEQVTnTzm90/cs+pNmkx9nEFcgjUDPmCV8rNwKPlt0Q7Vp/yLXsTkqsIBQm4ChucOK/DqB0AbpQ3PC4hLyxIr88yk0p7ywX1vbGag6oEexXfMzdxOYQFVD3IR8FiQgOiZQIzKAfBKy2r2YINqCfAfQN7FCHgEB8jbENZDobZuAgRAgboGe9U3pIwg1Kj2yngKy9V3mQBvyKWAFpHbXhQBpag4HYRUYucPDxDZUh4FFU+i+zYU0ENbJYQg0iLQRFl7M3iVTuxBBgQWZBQJEOr7Lf+G75ZeihIkX/HsEkgsN9oG5F/sXFi3AkMycSBslITri0F1AemQ1lwRlgaBW9GcB7CDSQ6QhSA/VfSz+oetF87nHF8wQeog7Ceiho0PXi/QjrFA/J9B1ocRZYIDIwtseoRz4/bDnRPa57COCuzQ0mFNChdBDOYvkQNAJMQdCmpHyDqJtxOMRzGVgSKRHyJm42CU0U1Rndgx1Bwlz2whEIl0a9iwagQWRCghk9oAaDR1UlnEOOwRWiERw9wPlAGEFAbI7FpjoIBIZkNlGXJwhUqMElHPo4RqwmI2QbkfCBsFdN0QVyVOTS8gqkvcQEkEnhBCRsA7pDI+8qs2lF3epwjme9YNX8/ef9K8Y7r//rv2OuccR/j/23j3Ksqs67/3NtfZ5nzpVXVVd6m4JCeOAjDACEWKDIQKCJXPBRMYEbBDGOEpsYSFfEgwhgM0jiTGYi43AwRFg53JxIrAww+IRZMAiWGCECARsgUES16BuqZ/1PO+z95r3j7mq1DKYx0VSNTB/Y5xRqnP2XnvutdfpMVTzW99HForcuy/mReRKEXnyvXCTjuM4juM4juOcIrgYwXEcx3Ecx3Ecx3G+BQcOHOBlL3sZCwsLXH/99Zx77rncdtshQmxy5k98kF996Wf431+eoz+e8aLXHOKNb/0yb/ijQ5zzmE/ym6/5LKjkRr5C7QCQ3Qmkk2MLmtnKfASNA2YdH+ezs0GCeN8sCpiDNLFGfnEWVCM7r1jgTVf1qd337Zz54+/lqj89AtLLsQpzQLD4hHgfzGlgDiEhbEE8y/46kOx9ZQLhvlgjHHN0kArCkokeNIK08thd+70aQjwDKE0goQmYQrgPSGGiBdrAGMIZEEpMLDBn9cQm0AKZgSzluIpObipPzd1B2ihTUpgnhURkmRT2kJjZuUwI9IiAeSPUgJgb4HWUisBcbmQ3gYAyzu+1siihjjIhsETAXCZst73tug90CVWfoALSRASCtEwgkOc5SB3LrJgRpIvIirlOqDX0JSyZKwHTvLu/kdvD8yAmfAjUECKBDiKV/aRlc4qJHAItRPZhjg5tEuMsQshuFASQdvYJ6Nk8Ukekji26uj1fKRFZJMgESTWKah2RBnWds9iCFCCNiZVQsAeYUZttEBKITimqIosuTAAg2ZXCQh0qCpZ2xCKa7ziylMUnEeiBVEROw8QjkteKIsxhwoTtsRNCx+qXaT5naoIKTQQSgdOQbbEFHRN6xDOJukbQlL9zVV5z26KfBUy0MYdosHUaz+Cs+9S5+caL+KPf+xFe8cIzmZtrcMMnv9fFCDaz9/YL2FDVX1bV9+72/TuO4ziO4ziOc+/hMQ2O4ziO4ziO4ziO8y249tpred3rXsfnP/95HvOYx7C+vs7y3r3cfMtB/s1lP8PV7/kof/Df/gwRod0qSAlmZeKfPvL+/PYbv8wfX30b1/3peZx5xgHQoxZHoDNIU4gLkE5AyA4EoQ1FgPFhKEuoJhDzz/IYaLB4A4YQtyCN+U9vPsJv/O4X+fXnX8KtN3+Oi3/107zjT09wzVU/RdCD5kCgNQjRBBHpMFAi1QJBbzPrf90w9wPdg8gxqCpI68CmiQEYQVrLQgE1IUJ1HHQLiBY7EYrsfDA1QwS5A5UW5nawCbIIrGangzHQv1PkwDG7fz2GhCWUDYQZaIFIoJJ5UiwoYw0N3RxjMASmKEOgi6BUrGMOBSZOMFeBLUBIrCF0qBjY/RBJbCDUbT4Yo7SATRIlyhgTZXQIOoN0lFgeR6iAPagqyIbNB8cJYZ6UhgiboAUqa5AFDiID0DbKKgjZDcFa9hZ5cMxiKWQMOgdElBOgispxRPdm14Et7M85a0ADpEJ3YjACyjpChcoMNJhDg2zmexkCvXzsOqpTREaInEZKFbBBSJHapILQI1AS9AhFNQZZQXTELAaak/+Xae0sJO5jUi+AksQIoU2gTqKPUlIxJRJyTMYgN6VNNJCYoKEihj6hLFA2cpzHzOqih8UxDEx7oCZjUNZsfVFHCFisyBoWxtFB2cqzOsyveVSGkDZRNhEdmeAl9c3NQ7D5kAakY7YutAaiiCSkugMkEaXGn/3x43j6s/8zH/vwWTzwob92d/zT4jiO4ziO4ziO832NOyM4juM4juM4jnNKctNNN+12CY6zw4EDB3j961/P61//emtAZ0IIvOHN13Do8Ca3334Hb3jDFaytDxkMp0ynJR/5n1/k4ME7aLYX+OFHfIKPfOwoVI189vbP7DJAkRuifQhdIIIEa/JrYTn3oW5OBKkErQOR//EJ4Td+94tc8bu/xWtf/1be/d4b+dSnbuQv/vJ2znnEn5FSO4+N/Uzkpm4NlTGELpL6tqNdY44YqEPM16ewmAUdWkQDYK4HbXNlCPVca902lxNRqdnOf5nPQoNobg7bjV+NkMMTkO0d/w0godJENOX66qhAkg4a65RxAQ1tQBAKlIjt8y6AwpwHaOTPJb+vdk00iw4UISAIJkCoUWU7f9uBr3bPxDxOtLFlaC4BOt65vh3bsDGliSa14yXm61pdInetwRwfyMdZgx6a+Tj7zFwEbE4kR0wIdbsnUZtPaigRlSYqdRJTlA4JUOogNVIoSNKhCnWgmZ9frkUSUEfTEGggUgPFYhiqKUW5Rq0cUJuu0xjfRnN6grnhTdSqASp1yto8EhooZOcCTNiyQ8QEEvbfkp+57Dy3kAUTef3r9hoMQCOLL8ScRZjl+vMz0ZDvH8wFInKnc8QYkZjnX1AiZeyhUrfzxJw0VNpZiDPJUSI2JiiiAany8wwFQuKxj9rHJc86k7e/4918TyPh3n85juM4juM4jvMDiTsjOI7jOI7jOI5zSnL77bfzoAc9aLfLcJy7cNVVV7G4uPgNP9u3bx/Pe97zvu79lZUVbvrCQX7mp/8JT7nkU2x+4QKQvTk24TQTILAfZN2iFbQC7UCxZO4JtGG2BtV+EyTQBF2A2SGoLfO2P/0cZxxY5nm/9qKdaz784Q/nq1+9jfuedSYX/tzX+PN33o8QglnSyz7UchmARXNJiD8EugZxYrEC5e0g+yGMc5xEF0ITqsNYt3ov0LD605p9phOQfdYUDorKXlSP5aiGPjAGVkCPAAvYbvQCtI3FNRw0C32tUFkiMLbd87QpY44fCAGlT6RHYgDUCCzk2IIeygh2Gt6F1UgdYYMd0QBdlAoIWdCQiMyjVCibBOZI2TUhsEBiTKQHOkEYA0tYw7qD0gY9YbELqojMkzSZcYQUqAoW8bBijgWSa0yFOWLodj014ARojtZgASGQOAF0czN+EXN8MAEFRJKMCbpM0k1C6JK0hsga6ArIFOhk0coAYQ8qI4Q9ppNgCdWBCRCkZwIRnYFEVGuoDhHdi6RNgiwg0oV0EMKKRYaEJWpJmEQl0EWZ5mcAQi87MTSomOTnFbKbhYk/AvMkhkio0NRAuCOvi3EWv9QRFtF8nrAHpUCYz2upZeezBAiyM0d3IOwH3cpikQUkHUJkCWQIsWbPLZwJehhlCZWCoG2QZWAT0QZoH8I+mytViEtIOsL5P3EWr/v9r3xb/144juM4juM4juP8oOPSZMdxHMdxHMdxTkkuuOCC3S7Bcb6Oa6+9loc97GE7v5dlyQMf+EAuu+wy3vjGN/KhD33oG58owlXvfDej0YT/6w8La+ZKAUwopxu84vU38binfpJ/+fyPc+PnKtBNvnp7ncddfAPdB7+HBz3pRr568FYoA4xXYbYBVRcm6/zmZffj4O3H+drNV9/lkisrK1x33Ue5/uP/ix+74Dq+dts6Sg/lMJqvDZsmjGAA9K3JnQ5D6OX3SmtSV4cgjYBaFhDMoDpojXMR0E0TUHC77djXIcKaiSbYBDaACHrYBAcyBJnZe+mOfEzdXCHooukgipK0oIwVQo0yCIktAkJFH3MQSDkeIFCxlu98anUDiS3M6r/IzfFmjmqY5mPHBDrZUWATRaiw2AlBUMYEIhXriJYQ2ohUgJJ0A5FNc1vQkUUw6AmEgTkE6JA7nRA2AEF1E1XbF2L1JHOQ4ATQxiICChJ9YD07OUwQGgh94EQWUIzYdlNQ2UJESLoJMkGZA5nksStUToC0TGAhDVQHEDYRlIAStUJ0QOA45k4wznPYBFk1F4lqA2EL6EG1gaoSqi1mDPP9jRAKEuM85+bNoIzz51sEQnY6mGbHhzFQkqQFbFjdDFCSRVNwDHOuEMz1YoZyHLKQRumjtBBWs9PHOI85jzDI6zuiHCfJPKR1kioVNZIeJTGikjqJAYmCijssRkIrVNdBO4gesvUuIxPrSIdHPKzNZz9/O3/913/9D/wrcWpjIStyr7+AeRG5UkSevMtT4DiO4ziO4zjOvYg7IziO4ziO4ziOc0ryV3/1VzzykY/c7TIc5y6sr6/T7Xa59NJLWV9f57nPfS5f+tKXWFtbYzgc0u/3Of/88/noRz/6dec2u2fx4hdezoteeQV/9oEV7neGst7v8KGPHUQVHvrg/Xzk+nX+6zv/BGtcK/f/oSVe+es/xZXv+CQPfPIn+exVZ3P2/hZMKogzSBXn3ndICMLNt/Q58wF3veaPP+IR3Hjj/+KfP/kC7vewD/CeP76Qn77wgAkOZDtGINvg6wTom7tBmuUd9SNIUwinWUwDI0hjiAHCHtANYNOcERiBzEN1DAkzSHUigqYKZWyRELIEVNnhYYLFPSybdX5agxCzQ8M+YEhZtKniPARzAgAlMUDonhRlUJHYQujldxIwQ6kI9EgkqxFF6SPbO/Kx+IhEn0DLEiYYIrRzA7wCynxsD5UmVMesoa4TRBZzk3UVEYANhCWSjhDZylEECdWQ4xf6QBtBSRrs3pkBgUCXxBrWKh7k3f8FyhpChbJBYD9JJmyLFIRk6wQbW2hiIowqjzsDhMAcygARLI4izhE0onqMIh0HrRNknhTIz78wsYAqaCTocUSyKEU37H0ZUkWI2mDGGICUhR1CO4spZmwLRpQiixTMjcJEJApMqQRi7KLVEFFBZGIuE8zn5zVFqXIMRAdYBykRbSKUKA1gDYtvsGemTPP8ThHmCTpCJUCYodqHuGgOJAyzeGZi67k6gugmaBORMTAH6UiOxWgByuKeBk94/A9z6aWX8vGPf/zb/JfjVEJ2KzZhQ1V/eTcu7DiO4ziO4zjO7uFiBMdxHMdxHMdxTkle+cpX8sEPfnC3y3Ccu/CqV72KZz/72Zx33nl89rOfZXV1leXlZQ4fPgzAl770Jc455xze85738JSnPOXrzv8Pv/V7/MgDH8Tvv+k1fOIzx6k3ajzvskv4T69+I0Vh/4ueUuIzn/kMZ5xxBvv27QPg37z4Jh77+H/BOU/9Ik99/DL/+YU1lufqIOt88eYhVaU85tEP+YY1n3vuufzdV4/wr/7lT/Gzz/pz/vw9T+Cxj5yCTkEq2G68ax/LF1gHsR35pCG2W34dSFl8kCDVzRVBt+MXxtbg1JJtAYMIiCSSjtBQWnwDfSxmYtPGlwC6hUU2jO187RDTcZKUIA1SKBHKHJEwwprNw3x3s7wjXoEh0MiuAdO8W36EiRBmbLsl3Llrfpob+fU8xjAfR3ZFKHfOJwsXCAnVUbaZ7CMEVKz5ve0AsN0Et7yCApEIDHKMhVrUgJgYQ4kIoyygKDExRJGvF3bqNJeCQX5/lh0GJF9zuHMvJoAAGOUGfsiCCUUZ2D1QQyUgTEC3KKqSFBOkhIqJI5QE0kZlgJZjc34IXXNcSOvZHWNEChVpxwFBcqRClWucZsFEYFvYQZ5xaAJjEjMkBKpUEWViQgFNOV6hn8cZ5DU6yvcyBZ0hlFi8xxiRGaop/3eVXSkmmFhjgIoS0kZ2fajZ8xAgTfLalbz2+oj2c5zJnnz8OEenxBwjMuCHz5wynU3Q8jhSLH/D753jOI7jOI7jOI7jMQ2O4ziO4ziO45yi3HrrrbtdguN8HRdffDFVVXHdddfxtKc9jU9+8pOcf/75O5+fffbZPOQhD+HKK6/8h8f4hX/NJ264hS9/ZZ2/+eJBXvM7b94RIgCEEHj4wx++I0QACK0H8bFPfJErr3wL139+yr7/4wZee/UWdPbwl59r0GrWKYr4jS63w1v/8Fr+xc/+JD/1lGu54bM121EuPZA5TCBQA22b0EDnrPFKHYsPqFt0g7TtFdogjfyzCWEOwjzQgNA56bMuyKLtPqcNFCALd54nHdACaNnn2iBQJyQhporm+A7a4yMUFdnavwDqeZd8PTsk1IAGQiTQRWjmeIN6Pr6W32vujBFo5HGaCC2ElokEqBOIBObymNvHmVtAkoWTxmmRQgcNvdyo79g50rR5kIbtsGfR5laaqBaILKDS2KnTIhhsnkW23ysQCgItoIVIB2gRqJ9UVxNhYac2O37enuXOuI08V22EeYSWzYvW0NAjhUWQNkE71MoJ9XJAfbZBrYKimlErBwQNWZzSsbUiHVRaueaCSJOwc606Qsw/6zvXNkeEGlAg+T7kpHlFGkAv12nPU3fqbuZzGvmz7flvWE0UqOb7lAaqbYLMgdQoUkV9tkW9LImJvOba2fWjYW4H0rZ7okGKy5TFClWxgjKfn1tez9IG7ULq8e8uXeKWW7/GO6/679/0O3eqsksxDY7jOI7jOI7j/ADizgiO4ziO4ziO45ySTCaT3S7Bcb4pV111FW9605tYWFi4y/u33norj33sY++Ra15yySVc8pxn8Nrf+Dn+/W+/n6/ccR5vfecXuejJF0L7vG9d87v+nJ9+4qN4zJM+xKc+8rOce04PdAvRNsh+bAd729wKdD+ECSYgmIM0MiEBU4tjkCxekFYWMpiTgUobDVNU5pC0mZu9p2er+z2Q+kAvj5sFC2mASBdSQMI8ZEv+QgdIJVRhiGgJxXJ2K2hkF4OCwCLKDKFLyYhAAyUQqKE0MZeEgDIlbDevUQJF3qUvJMZE9qIMETpUTPLnexCmCHOUMiRqA9iDkkhhAYsgaKDUEY2ozoCF7IagIAWqI5D9iGwCXVKaICGizCESQNvZWaCO6Fx2dGiZsQIFMM6/T4BlhE0gAbUcIXEayCZom8TMrss8Igm0le97Dhgh9FDIwosCDRZfIDqFcABYBWqEpCjrMGsQ4hzQgdkYYgmy15wdZIlAg0RjxwFBaOSxa5j1QAFURHqQtkChqPpUEqhrRRlqiAi16RZJYq57BtpgJ+YiB2jojhihDswQiZYYwSIWbaGo1ghpFVEhxA5FVRK0DamPhhYqNcxNoQnMzBlEk91fLFDt2OdVmb8DHQgt+16kVnbx6DDXO5N//JAph49ufedfYsdxHMdxHMdxnB8g3BnBcRzHcRzHcZxTkkOHDnH06NHdLsNxvinLy8t3cTUAmE6nxPjNXQq+K2KbF73893n5i57Of/lvn+FHzzmbd7/n2480ed8HPs75//Q8zjv/T3jcP39/FhRobiiDxTG0QUpICZJFGRBitrJPgIK2sr19jhiQOip1VJQU6yQqNHRJElDJY0vML7XroOaMIBFJMwIVJohogQRES0I1JGppWgad7NQo1AiEbPyv2Rmhduc9oARqeae+Zuv/lHfkC7rT6A4IFmVw59jbZ0zy2BAoYPteJBAxRweRk+ZNmojIzvWFAMR8jCJS5feKPM+687tds0JJiNTMCUDSSXvLi3zsdo3b5wEa7vIelKAmZwh0SGwCFcoWQpMgTVS27wwgZnEJNv+iSBkIYYZMZiZECAWUNVRnaJrZoRoRTWiymAcUCo2glb2nCiqEJEiaUS+PgyYas1VCmtGYHaExPQJSp9ARwiTHLSTMAULzekj56dTsOckE1e3nWeS1WxJ1TEglQUuKcoOgU0QUEUE4ae1KM6+9tDM+2gTIayJl5xAsoiFV9n3QFpD4wIcPcfU1f8ORI3d8W9+5U4+wCy/HcRzHcRzHcX4QcWcEx3Ecx3Ecx3FOSe5///tz5pln8sEPfvAe22XuOPcEr33ta3n+85/Ppz/9aa677rp75iKNM/nN376K859wKY9+9KO/49M//JEb+eynfp+H/fjzGPRHzLXGoEdBxdwPpAXlBOJtQN12tUsd9Hh2OFCQLXM50L4dE/ZgDd4hGgo0LlBpC0lTSMfts2oN4qL9LjNI64humEAgHQNKSCUwBAagWwQpqJWREPZShnVSbOZIgG6WT6xlOcKIQI+KLYQpFZHALIsOxigVQmkNb2YoIwRBqhmxClRyhCqQIwS6KCXKIJ8/JDBPok9gi7QjpggofZAKFUHUdu1DH4CkXUR6aDqUhQ01JOwn0QdmWUgxRGiQmCCMAEF1ihJsHqQEZggLJA4BI6y5WyF0qbgdmGTRxQowsppIwBClmeUMG9l1wZwRYIjoGpI2ICxDeas9U1VgBVBkdAcyXQeJaPOH0DAF+kgaU5vcRCgOIKlFoZsAaJi3a0hF0BFBFWQZTZsUukas1qlpC9EiP99NkALooTSowhSNEaWNMsTEBv28aiXP29CcHBjk8w4R0hohDQnVIrVqi1htAWtARJm3OA3dMPEMQ9ABpjRYY0eEottreQwpWY1pCrpuzzQtAB0OHVznSb9wPfe9T4te6w4o/xaKH/mOv4O7h+R5uNeZF5Ergfeq6nt3owDHcRzHcRzHce59XIzgOI7jOI7jOM4pyRe+8AUe9KAH8ZznPIdbbrnl63afO86pyuWXX86FF17IOeecwzve8Q6e9axn3WPX+m6EOuf92GU0m8/nd958K6944X2RmSAVIAnC9k53AQn20jLvEOekjc7bv5SAIgnbgV5OqYoWKc7nneYtYrVFqCbAFugElSlogUh1p8BBy5PGzS8tieWAEAokrTGLc6TQI8qUSqeoDKhCG0ITlRLMsD+fv43tsFe2L1VSVCeIVZ9ULtMoCyo9SpIAUidoD5ihauKHFBYQbSHat/nR2p2ToILtrq/tXFMJqEQkNFEU1YZ9JkX+fDs+4uQ51L83TkClThIQjRYboRGI2QlAclTFyc9iCsSTfv/7nDSvQEiTvPt/Zs9455wpSMOa1mWCGNEYIdQgCNCkUa1BNYXxBHSNsuiRwjLQANlu+BfAOugYGJAXGNDJ95vvXUGkpKg2SVpQxRpIOwsnzPHhZO8KgKJcp0gDSBOCrhJ0wqyqEdXEGztzuL0exNwjbE1LjnVItiCSyVpiGiLaR5Iish2/kudFQEPBaQcavP1ND2A4SrzoVe/l6U9/Ej98zveSGGHX2FDVX97tIhzHcRzHcRzHuXfxv+Y5juM4juM4jnNKEkLgiiuu4MILL+QFL3gBb3jDG3a7JMf5tjn77LN59rOfzSWXXEKr1eKpT33qbpf0DXnlbzyDF7/sHcx1W7zgXy8jMoS4F9IQwjyEYW7e7gH6EPdbk1k6oN28w1ry7wJhzgQLKCrLtjlf5rCGcwVhAdEpqntsx7uEPHZh48t8jnGYB4157KadT4OY2qhUJGmgaUokALXc1m5QRRDm2P5zhzkcWD1Ci6BKUc1QrYgpEbVp0QYpEGkTdIBQA6a5812jFIA21uQXROdzg7yTYw5KoAlaorKA6tjGlBbQsmFkKUckdNGdSIYATFHaVhtlvpeEMIdKgySbKN3ciO9mR4NVTLBgkQGwF1hHaQH1LFOI2SmiCbQQpggL2R2iw05MBF1UuogmkEUTJVAH6SJpitb3m9igPm/Pli0I+7LQoAX0IKxDWrH50TkTMajmZ97O+oZFoMqRHF27ti7mY9TcOBiCLCFMQJuItDGXhz32POgghCxuqRHTDElTYqrbuKFl4+gayLIJRiSZ64OOURaBEUIE7WSBwgS0TqSE1EC0iWiFSAdJCeIclDMTRoRlW+K1ZS7++QbolC98ZYXL/s9Xc9VVD2Vh6by75Tt5b6Aem+A4juM4juM4zr2E/9+H4ziO4ziO4zinLJdffjkPeMADeOlLX7rbpTjOd8zb3vY2LrroIp7+9KfT6XT42Mc+ttslfR0vfPHv8Zr/eBH/7uXX8/+866CJAMrjkNQECSoQ56G8AyhMUEADqgDpEBbhEKHcsIZweTswhyCEtIE18adACbEHaQ2pSgL93LCeg3QE2zXfyk3uNlS3A8GcBFIf1TroFolkFv7VEHQKOgQmFFWCtEqoRgRNCALUqdgExgh1QrVBY7KBlHdQlFuEqkLTFOiBbkEaWwM7jezFKDsPbEcGbBDYg8UjNEgMEAYEWsAEQhdlFZGESptESWIGlDmioY4yRZlisQsl2y4GynHI4wh1kkxBNhF6eR72UMkQDWMI86RQoJJIAZKUpNAjhWBREdJCRbKYobkjaEiUCM1c05rVE1omREhljs7oIEyQNISQkGoDrfWgmkCZIzZ0bHVLAzhsggP6KDmiQo/lzwCGtpZYhbAtQhjZ9WSUbSrmIB0z8YkOQCFoQPQIUEeoINetHKcolVgOoNwklBOkPGLCmFTZWtO2XVcqoAPVHQRNBN0kaIXQhHQ7whi0QdAhpEjQQwRqBBWLriBAecQEDgn7PqQJhAmgEPfw2y/by/59C1x++eV38zfTcRzHcRzHcRzn+wMXIziO4ziO4ziOc8pyyy23cMUVV7CysrLbpTjOd0wIgXe9612MRiPOOeccfuVXfmW3S/o6JCzy6//+Kn7tsidyyb/9LDd96QjU9kOI1jwOAmkA9bNyM3loTeQYINw3RzmUuaE8hXCWHa+CygKix4B5oGGN5rhiY2sHUezenAAAACAASURBVAUGEM4wdwSdoNvXKO5rQgQt0TAHUpLiaRC7IBUhdBEJCA0CBUE3idokpiYhrWYHgJKCPdmNYEKtGhP0BI3UpFYNiDpGpAZ63BrOwRrxhCYmHGgATZApgR7CPMoqJg4oiSwA8yRGuck/ReR0ksyBKIEGgTpCk0AHkYogNjYUCHVElCB1hH123zRBZuZSEJZJQdEQqcKQEPZAWCKFBKGFxi4aOhAX0ICJIeISVZiQQguNTYh1CGeQYkJDD5WSSBvRFczRYQa6gcQFQthLTJsEjYRQJ4ggtWWQKdAyx4zJQZA2O5EScqZFMkgXYZrdCQ7Y2JIdM4KAnGYiBqlB6OW4iq7NJSOIB/J4XYREYALsJ1LZfDAiSp2i7CGMaEwOE7VBqKYg+5FyAzSANkCOmaiGCPSReDpCScjuE4EhMZ5OpEbUNULaIqIEDiA6NTcF6ZnwJt4HNDt4xHmIDUhNkDroiEb7PrzqJY/gA9f+73vj63o3IrvwchzHcRzHcRznBxGPaXAcx3Ecx3Ec55Tk6quvRlW54IILdrsUx/muqNfrvOUtb+G8885jc3OTXq+32yXdBZEGv3fFNdx444/wExfdwKFP9+h2G6AnIK1hQoI9UB2D1IdY2U7xWIdqzZq1bJKK/WgYojJDQkL0IKk4AOn23NAeQTqGSh1JqwhjVOfQWKJpHWQMOibJEtBH2AQmwIAUTkOlj8oUlQQcxxwNhsAWIpGgq6DrqE5BWqTQQWgAYyRtEcuDxEqRkIAhianVrvcBPQKMsZ31xyHMozoDmaIyj0ofoU/SGcIgj9sASkSmOZqhY7UwQxkiVCg9LGpiZnUxRejlqIGtHIEBIi2SlsDAXAxkC2QOZZhdFZok1rO9/oTEGKGNUCOxBVQ710wSEbZQIgkIElEgSR8QVCY5xmFKKRUNHSLpIKJNYGhRDdUMQgdYQ8MM1Rk6+xpSa+TnWWQRikCaYdERe0DXgYX8c2LPXBZsHckQc0aYmAPD9pxLRLcjFXQNSEiqiKFHyRaqE0CQckDUDrXxl4jVBvYnrSWYHYVyHZUGaBOowewriMxsgaeISgG6am4JOoHQhuoIIa0haQZSmiBC1825QbdAluwcBkCFVBUaF7J7w5BUBi578d+StMUZp++7B76Z9xAiqPjeJMdxHMdxHMdx7h1cjOA4juM4juM4zinJC17wAp7whCcQgjdNnO99HvrQh1Kv13n/+9/PM57xjN0u5+uRwP+8/guccfoyP/bkG/nCdT9pO8NDA6jbxuawZFb1sWG7xAlsRwuk2KCq9bIrgAAVMGcN67AIegKljoYeaEKkAQopNEnUIC5bE5y2xTXQRVGICgpVmENlD7CG6BCVdm7kB1RaFtmAINqi0BMETZSxTqQPOkHSGrU0Adl2PahMLCCdXOse4ISNIx3QiABVaKGIRQgwBxyxGjVif1IJqIZ8PwGooYDtyq9jkQ5LqG6ATEBb5MnMczcDraMUdo60qUILQhvBxhPMh0CYy3ERIX8W8lhNYIBQIHQRNoAOJnyo5zqTCTSEfEyDxDw11uzxy15g29GiDRQoEZiHdomkJsR9UB41F4ttFwfqWUzQzPU0zEVAm3ZNLfL1a1m0UgDmbgBdWx8IIvUs1si1akSrKYVAKSUhlTRmAIlYqcVpUNicpxoksWvJPKTDiCwi6bjNXGyiWmU3BgEiUs0Q5qBcBQqkmM+xISYwIURzcaBuLggkkAVEIpoilAWUU678rzcBcPNN1/z/+dY5juM4juM4juN83+N/1XMcx3Ecx3Ec55Tktttu4y1vectul+E4dwvXXHMNs9mMxz/+8btdyj9IURR8+sYb+MrfrfLM52/HNcxDbdl2jItCfcnEBdKBdNws94u9pNp+NBwAtixiQOtY4/c0LA4gomEvSRJa7EXjCoQuovNIWsUs+vdiDf99eSd9C9iTLfeXTCigAaWbu/MLIMvWjNZ5i4nQIVEXqFVjmrMtitkhinKVeql57NMgrQM1VDtZ0LCCOSLATnSAzCOyyHbzXCmBMZEVhAJokxijTAksWuwESySGCILQJhGBJZSROSFoByUg9AgsoASUJkqdxBCVA5RxLxKWzcmAMYE2UCOyjDIDSoQuUBDpIXQQFGijSK5nD0JAMJeAij6BHtDKUROQGCC0QRtIWCGlEYkxiRVUOmjcb3MrFegeVOoWmRHPQlGUts1VWkNlP0mWSLI3iwPWQbo232ER6OUohz1ADZHS5lwkN/r3gG4iuoCwANpCtEGt/CohzWiPTtAcDxGNFJOv2TipC7po51ZbFv9RBagqCAfQoKg0bU2lLRuXnolBdA6qE6YvCCs2n6kw5w9ZyJEdS9kZYRNYhKoGZYWkOSQtwCQgeoA/eeuFANz65b+6p76W9xC7EtMwLyJXisiT7407dBzHcRzHcRzn1MDFCI7jOI7jOI7jnJKcfvrpHDhwYLfLcJzvmul0ysUXX8zP//zPs7KystvlfFPOOPNs3v/ed3HV1X/BRz85ydb5WxD3QBiCNEBmwMzekwmEKUgd1cPWKNZNCILtMj9+kmPAkCTzaHWESixCQNIqGhatiaxb1qDW4yA9c0qQCUhEOG5uANIAJiZUSCcgDWwHuwytAa59AGI1IVar1MqK2mxCSBt2g7qKiRKyNb+0LRpAgv03U7tGWkN1gBBBRwgdEgWJLGTIrgMmJNgCURIbCE0SilISpJaFCDMkO0hIPl7ZQqghVJgQo4fKFkggMcrOB3USEyCS2MT+hNNGGSEUWTywkSMjJgRsB7+5JxQ2LiWBFkofIaCM8jhNlBmBCUlqFqOhC0AfczGYQjpmjXsZZkeJAjgCoYvldAxNKKLHUAkIQ6zp3M1RDJWJPTgG2gP6iAQTqqTjdwpWtA/0gKOAEBkTdYOgHYrZEYRITBvEKgsaUt9cOwhQHoawANU6UgGhDuUdQAuVCKzbWkqHEQVJU0LaQKRnIg4ZgTZyDQuQtiDMgAh6GNICpA2YJYhNGB1CdMb//c6D9B7wTn7rir/lD9/8a1zwxOfe3V/F70c2VPWXVfW9u12I4ziO4ziO4zj3Hi5GcBzHcRzHcRznlGQ2m+12CY5zt/CKV7wCVeXtb3/7bpfybfH4C3+Wp1z0z3jhy69lPNzIjd9hdio4CjoEZne+dGiN29AARpjN/gDYyJEHY8gNe8KIVFsE2UTDlCQBSZsQI+ZOsGrHSWWiBx2BHjdRQG4uCyWwCqEFMkNYxxrvG4Qwh7AGbCJMsphhmiMSVk1cISXmMDAGTpgQgVoWKsxMnBCaQIWyZbWwSZAIJFQ2kexSECitHt1ESEBFpEKYgm4hJAJNlA3MIWKTQA2QPPYUkQSSSCGgDPK8lsh2lAR9BCUQEAZWA30TPNAi0UepSPSBmEUHfZRpHse8DEzQUBKokDx+koSyhcYFkoxQwerSIcQuyGqOUljLqRANSEdBR6hUwCxHSKza85MpSGnzowObX1r2/LXMTf8tCB2QTWCQn7UJXUSPIGmToGOEAQFBqiPA2OZPxnl+BlAdhtgyAQEVUm3AbAuKHsiWiVu0QtIWQVqEdJigm4iWtjYobW3qsSyYGVuNVR/0CNAE6UM1NfeF0TGbk8kq6yfWedTDT+fyX72ML3+1zQc//Nd87nOfu5u/ifcc5spx774cx3Ecx3Ecx/nBpNjtAhzHcRzHcRzHcb4RW1tbu12C49wtvPWtb+WZz3wmRfG987/g77zqj3nIeefzM5d8kQ/+9wcCRRYGTEATUM9OAgOsUVzkRnPN3tNZFg/0gXweCSSiTKkkQKznY6I17xnlxvcgOySMspBBc5O+AKbWZNcWIgOUCdacToiCiqBqYoOgwxwDkPJY0zx2gOxYsNOEJuRxxkAz31cFOfoAYv5sbPeGYg4JsNMoZ4QQSUyBCQDCGM0OBTBBqSEyRFWBGaoJDVM0NEiU+TjN9xry/ZUkxkCLtFNjQJig6F3HZkyCHCuR8n2FnRpMlFCABoQtqiBMizm751jlyAcB2ojWkNBCksVsIIqKItSRNCMwRqVAGVGFGipVFnhofpZTc36Qrbwe+qCa5z9mIcCEUG2BdglaIqxbjANNWwOMzXmj0vxMxBw6mFosQxYiEIYQFKqJ/a5DewaqEGq2ZnV7raitO8WcNbQysUFqQrUBtZm5baRNc0QoTcSBFjARmG5ywcNr/NvXfIUv/92r+bmfOYff/Z2r+PxNR3nOLzyMM3/oXJ79C89ibv6R3/H3znEcx3Ecx3Ec5/uN752/hDiO4ziO4ziO8wPFZDLZ7RIc57um3+9z7NgxXvWqV+12Kd8RRWMf//E/vJqn/dzTKNMiRVyy+AUqrNHeBlkCmiRWSbKA0oSwF1HbUV5Jj0ADjW07npAt80sTCYQRSAvRFXNH0E1zRaAJsgwMubOh3kS1A0FsV7vWUK2BCipk54QmqgBzIBWKIrLXataJWfjTBPYCQ4R1VGqgNbPqlx4iXVQjaN0a/VIg0s5W/i1MbAFKRFggIFRMEWpADWEP1vAO1rzXBia26CLSQhE0jx3oWN+fRZRudngIgBCYBwIVsxzZUBBo5OtvomRBCAXQyRENAhQIFpFhzgo9oInQR2gCEJgz9wQdEKih0gRtAh1UBljjvYVIRKSJhDlEC5B5NG2a6CFOEO1ShXlCOkoKatfVRSxKQkACqgWidXNC0GgOFeT5pIYQEB0j2iXoFkobQmVxDPQsKoKuuWTIHNDK42zYc6Np7gihAWFssRI6wgQHKb+/B9LIIiUY28+wB6qhuTNIsHHjsokQwpY5QGjD6g5ZqCIdIHB0c8qDn/YVAK552yM498FzqCzyNzev8o53r3Pt//gof/Dmq/node9haeUn7p4v5N2NyG5X4DiO4ziO4zjODwguRnAcx3Ecx3Ec55QkBLd1dr73ueWWWxARVlZWdruU75ifvOAnUYUbPjPmUf9EQBYwBwQF3QPaR7VGKg6g0qSKp5n7QFxAZI6kXZLUzIEAUCkJqQ21KaqS7fwDRTmlCnUi+7A4iEVIfZACsphAWUKYocyZq8D2MbRAWygjYI4gQzTuIWmNqHWUIaIJwv4cG7BskQpSkFjCdtovgxwHllFdP+n6DYRujqnoIYwQ9qGsAx22IwoiKyh9YD7XUcca7jXTGlAi7EF1HaFHYprfb4OOSNIABkSWSfQRGtnZAAqWSQwIdFCmCC2UehY/CFAR6KFsIvkYEyKEfI0ITIgsZNeDBkpCdERkEdEJUEdCRUrNHDkxh4kpKpL2EAGRDqoJiUuojgDJDgtTUjyLRJ+oAdiO1+hiwomYm/11zMGhk+sbotpBdLojv4A5JDSzIKVuzglhH1THIdYgtbO7QRtSgFBAVdiaDG0o5mDaghBNOBIbJwlfBLSeIzpq5sARuhBOhzCx9Swj0I5dW/K4iK0xmia+iRt8+Tah2Qh84I8eybk/ejroBIktfvSBc7z6N5okOlz2gut56Utfzh+85UN32/fx7kPw1FbHcRzHcRzHce4t/P8+HMdxHMdxHMc5JYkx7nYJjvNd84AHPIB6vc7ZZ5/N+973vt0u5zviwx/5CwDOe3ALZAiINXfTxBr7VQUyoZIp01oPjZEUClSUGSUpBlKYowodUhiTJJHilEp6aKiRZIrKjEpm1ijXTRtfh9Yv1alZ5euMICVIC9JR0BGiRxA6eYf9CdtdzyqaOkCFaonqJiioqO3o1xLYBMGa9mnLrgfWhE7HII0hHQGZR6SOspEb/Gu2a58yuxIMsPgIi5BQEpLfs2iGEbCONeS7JE6QmJBYBdoIbZRVE0swBI1UMiZRkRhm4YCSGOb3RggNEusoU5Q+QkRok1gjMSWxjtAkUAAVFSN2oiCYQKogDQlpBipItYomi5hQbSGyDkwR2UCJKHPAKkmnVLoK0iQRSSiJEUkqktRIksxFQrfjDCZYnEXf3CFoorqBxSZsEnQM2iFygpiOIjqC1EcoIOVnzsREIDpGqrzmQna4SCMoN2AyNneEtGHv6ToSKsyZQdFqA9ger2EChGrLxmZ2Uq0pCygSyBiqTatDClsjOobyuK2POM+jf/wAoy//Mx73qHmoViG0gBJJGwQdEqtVXv2bP8o177uBT93wiXvwG+o4juM4juM4jnPq484IjuM4juM4juOcktRqtd0uwXG+a9rtNp/73Oe49NJLueiii1hcXOR1r3sdv/iLv7jbpX1Lbrn5ZnpzddrNVWARdAt0HTa3oL4EjR6kLar6PqowRohotJ34FuewiTV9JyhDrLneJVBRMUCYEsoNilRDUgBO2Hk6sDgHHYD0LYpBK2ABZIToMEcmKMLUmt5UtqNfEqQBMEIpEeasCc2GiRtom02/jhAZWyyBFpiDwMCa0dIGjoAmi32QAmUOYUDFiSw2KHIEgpDYQChJNBHmcmxDHyUgHEcpgFF2VmgCx615z9DqTgEJXURnqFRobvhDILGJUJGoA9FEBYzyZyDU8ntjlBrKOglOGntITAVxNqJWHgOJiM6BBmANkQmqg+x8MMvPLCCSQJsmlpABqjWUTVTHJrqQCtVZjrVYBwaozCC1EOp5nLE1+2WUn88qoRoS0nECDSQN7TgNFu8gAyRtmJOG9M2JIx2zKAUlP0dAT9jYMrC1liqgb3Wn1SwwGSJs5s8W7Xg2QKaQhja2DoCjNqaMTFSQ1u3z2ZbFiASF8hisD6GeoD2FYgRhAFEgLEE4ZoKIagQ6RGSBxWLCa1/yj3jurzyTT934GWJt8e75Ut4NmMzFYxocx3Ecx3Ecx7l3cGcEx3Ecx3Ecx3FOSe53v/vtdgmOc7dw9tlnc91113HixAme+MQn8ku/9Eu85CUv2e2yviVPfNITWd+Y8LVDM5I0qEKDFOpAkW3sa5BN9rd/CgUQsu3+9mu72S8I5ngSKAk6Q7Q0V35CbpDH3JwuQGI+P9pL8s+Tx5SwM/Zdf7efKnVUmig1kJqNLbW7HHPneLU7r5WPFyl27mO79rueE04ax2qQnTmRk+bCztG7zMv2uIoktbnIs2TjxJ15lCxtEBUg5d/V5lIVyS9UCapAImgipBkxzRCtkFQS0gTREnT7OgGRvz8XMT/jCFkEsX0PJ9+LyMnP+aTnK7VvMF4ArQiptHo56fmq3PlTA6KCJFtL23Nhn+exJT/nWLOohkbLfk+CUqBSy8+mMIeHnee9/bwkR4CEPFZ+X+on/XeEECDWoajZtWp1i4DYXosSIdTuXHNJTIOjNhcXX1QHHVLUl7jPGYv8q2f9Y278yzdRVdU/9JVzHMdxHMdxHMf5vsOdEf4/9t482rarrvP9/OZca/f7tPee25CWEJGAUoASY55RoFIKPlGoelpKBGkeaMWAzyoR8Pm0TJUihEGjWJAqmpSvoEYVyIOBxFdIwRO1DM1DEILx0aW9zbmn3f1ea87f++M3z80ViUkgyUnM/Ixxxt577bXm+s1m3TPu+X3n95fJZDKZTCaTyWQelLzwhS/c7xAymfuUpaUlrrvuOi6//HKe+9zn8pnPfIY3vOENPPrRj97v0L4h55xzLuecvcqVrzzJ+959ISpriCpuoQms2C5zt4bEThIh9FGmwHIqP9AAOqAzfNzFqwIDXGxgO9UniC6YHb+0QZcxd4JVoDYHg+iBCmGJqC3Mbr+JZdO7ZtNPBBYtKay9FL0QpQMiiDjQBi5uIm7Rdsu7JYjpWl1Ibey1DeoXCQiRCmggSHJDWMHKL/TY+5OKsAwMEBZRFEebiLMd/rQRSqBCWUznd9L9akxo0CFS40IL0TEqbatSoTVeOigDHG1EIx5Q2mlMHA6XXBaaKAGPT7ve5XQZh+AqoqwQZY64dhrrmsgjzO1CGoj0ER2g2icyQ6RnyXkdEbWPyBzcMrCAxm1AcNIlMkM5DHEL0YATB1oBq5g7ggc6OF3HaRenNSJdcD0ThkQF7UCowC1CmAEtKJbNyUJWIVagLSh6VkKBQxA3bb7dMoQdcGsWq/SAAM6nUhNthNrmIVQ2x7JoMfpFqAMwMYcDnYEcsHnVCLJsrhuNR8ChXQhd8F3QBkRncUdJjhyprEOxYNeWC0jwXHZJ4P/93DpvvPoHuOlvbuaK5/8qO4NX8U+feSkv/cVX8+jHPP4+elrvJZL3JmUymUwmk8lkMpkHhvy/j0wmk8lkMplMJvOg5KqrrtrvEDKZ+4UrrriCD37wg3zxi1/kO77jO7j55pv3O6S75Op//Uqu/+OvMJydA/EkoVgjOg9uBn7Bdq87h9BD2ebOXfzmNKBs4JhS0KAIU4rYRuLtuKC4UCM6SsnhMUgFrgsMwfWBptnkux6qWylxvgQugOuAbmKihV7a5b4MehJzNSiACqSLxoBKbUn4OALpIrHESUBc19plYNe7AtwKkWEq2dDCEv+LKEM4XWqhQmgjtFDmQCsJMWIqqRBwNIAaZRvHEo4CLwt/qx2TDRSY28EIpwWic5yWOJpWTkILVMfACKGHMMPhEQLKFo4FBIenS2CYxAsmoECaVkrBV2ixaHMnbdQtoC6ivom6LkF2ULeK+gb4BaJzBBkQXRf1An6FIHOijMAvoL6FuibqVohuhhYL4EIqGdEBmSFOQDq4+laQQ7gYENeyuQnHQD1KK5XgKKE+Dm4hOQ4UNh9xM62PANUIWIYwBCe2Rqo7wB9MjgRN63M8ZqISZ44JKsuoniL6BaITKxkiSxDGILWJIHQLWDRHDufBL0E4kdZRDdKEogHhOOBt/Ykz8YIeh9gDEcCeC+IcqOh12wCcODnmlT9/ETd97Af5f977Y9x005d4y5t//fRzdvOtX+L2jf+BUt+PT/Megu7DTyaTyWQymUwmk3l4ksUImUwmk8lkMplMJpPJPMA84xnP4Gtf+xpPeMITeNSjHsXHPvax/Q7pG/Lc5/9Lms2Sa9/+p4TGBbZ73hVo0QeZoewicQKM8azg6AGjlJQOFKwiWuCrY7i4gQvH8LKGkykiEVwL4gnbpS6WfMct2Cs7oAqMETloSWM2MVeBCtyRVBJgFxiB7oA7gjhFCIgrIZ5CimWEBsLYnAHiCNgCDSaG8EsgSwhbwBh0C+cWgQWgwuFT0n8ZJx2QOU5KS2ozwUmJyBwnHRxLCNtJCFDhpI1jBZVdYILqDo4FHAvADBMvbOFlGeggTHA4YACM8BQIMzzNNLanknihTn1aRdlFGaEM8XRxLAFzIKbjNebkUAFFcjOoEGlC8nzwHCYwTd9NgQLPkdRGJDLE0Uc4mBwfYjo34Fi2tqWBuCVgC5EWoMAUirPx8YSJPuLQ5q84D0VRmaBuhPo+lGfbPMocwkYSqBw0N4ToTHQS1pNQRUFHUJwN9RaELQgDJAbw59n60THIAGQM/mxgikqJsoDGvXYKYAhxGeoBzDegmkDcheIsO0eHdi+N0DwfXLRjcQfilrUtExBN6/kkFCsgBRddMAPgovMra7s+xaPPPoE4xyVPOg+Am266iUdf+Fgufvw/Yxj+6r5+hB9MLIrItSLyI/sdSCaTyWQymUwmk3ngyGUaMplMJpPJZDKZTCaT2SduuOGG02Ubbrnllv0O5xty3nmr/Nlf3MbPXzVES4+jQnUdoYG6ke0+Zw7URLaxJHuFUuO1wMcNS+4yAQTUJzeCkHanr6Td7BOgRuK6lSLQMcgEpY3KHBhCSpYLwco0xGFqtwKc7arXXVzYBmpUDkJ9G8gUV23jdAeVHsqM6OtUOmEKOkZ1lNrqoDomuiYqY1QrTCiwJyioUNlG6AIk1wJABghTlIiVbShRbQB7zgYToIWJNRwiE1SnQB/VUzhRos5R2cKEEI7IxO7BCKUiosB2Kv3gEZqEJIpQmjgaKDXCOIkQWmlPepVEBLPUl4KoY0BRIoJDmSCMiTgEj9IkYn2KFEms0Ul9TCUPIL2vkDiAuA3SQPWYaRHEozgCNV7GRCJQEmURZAdkghQOquOIrICMrFxCbNg6IUIc21pQAdTmU6PNNU0II4gDcIKEDaReMPGHTC0GSlQEXAUa0HA76CJS3WIiAmwpEgTmWyAz6PRApyY2iEkgoYqVHdlNAoWA/VlN7P5aYQ4ba1DfCtWQH/0B5T+//rF8/+MLmG7Z/VyLyXjIxuaIW2+9lWc/+9n88x+/lL+44a9597Xv5H/92X+EyP3sJLA/ZRp2VPXF+3HjTCaTyWQymUwms39kMUImk8lkMplMJpN5UPKBD3yAZz7zmfsdRiZzv3P55ZfzqU99ar/DuEsufvJ3cv0f3YC4AxAnqHSsVIFGRJoE1wNKbJf9iu26xyN0idIk+jWc38bFltnnS8cSvVKB9CFUUB6EeBKJA4Q24EHbZvHuGqg0gD7EGeBR17aEvOtBmFt5By0ROiAVKhOK0ETjNk7W0LiD1BXIKrgGWiyirkZFgVQSQEegVuJB6OGiEl0DkTZRPbCAakBkhtAi0gY0JY4niLYR+sBJhIXT44OWKA0Uj+AQ6VoyfU+oADhZIeoAkQmiLVRLEBBpEZkCLRwLRNZx9IGA0MTEBta2jX8HExg0UUocXRSX5meYSky0TAyBA8ZAI5WMqIE+QoWjZbHSsXw+gmMJJaIUKMXptkUbwBSkYfNQbyL+AMoOJgToW5mM4jxEB+Z8QQtYs/IIWiH+IBBBW0DD5lVLExzEsZVL8EsQ033ijs2b72NqizKJDxbtYyxQaaZ2irTmRiA14hZgvgschOoEMAfXR12AXgeVAVKUqT8Hk/NHCcWSrUu/ALG277UBdCA2TfjgF22N+jVwSqcBP/HDj4CoUAtEOLFV8WefvIO//Pw7+Rf/6t8DcOONNwLwkn/xJt73vk/ywes/jvf+Pn+WM5lMJpPJZDKZTOaBJpdpyGQymUwmk8lkMg9KXvCCF+x3CJnMA8Jtt91Gr9fb7zDukpf/8r/i+PHtlJTumtBAaxQF5oiUCD2UAaIDPA0cDRwFkU0cM0sKU1lSOJxAtWMJ9zgHdxjqMaLR3AZ0gsQKttaFTwAAIABJREFUR50S/Qu2Q11H4A5YOQc6aNiw3equB2qlCDSuo9okSh+NEacHIewg9QyRBdAZ0beIOkVdmdoeW3JbFpLVfp/ILirmIhC1Btp2jAq0Q1TYK2GgGtP3FZERsGoCAGkRtUbZQeghKI4eUXeJjBFMUOExIQLMQbtpB36NaiRqbcl+tRIPBQs25pQoENlE6OJQHG0CI5QRQhuHx7b82zxB18QdgBJS/CXQIrKJCQQCQhvFE9gEmghNHMtE5qf7Ym3XCBFhF6dN0GjuEnIQjVa2wQQk6yAdotSo9CCWVsqApo05PUvgh1MmCpESYpUS+DvglgBnawVJQpamlULQdUy8UFuJBDxS32590ab1W1oWQ1yA6CFMEHcEmIFIEqLsokVh5UUaPdStovEUUINfthi0DfUdEJO4Ic7BdaA6lvpRQghWPiSMLdZixcpEhADenBTWVtd4569eyI9edja/9wtP5F/+xONPP2t/9aEfZ2P9Zt733msAOHH8OK/6pefw/ve8+b58pC22B/wnk8lkMplMJpPJPBzJzgiZTCaTyWQymUzmQUlR5P+uZB4efPWrX+XgwYP7HcZdcvz453BOIFa2s10jQbpWCkAWIEaIW3jto+ziaULcJXiloR4VxYVdoA+MQQ4gDIBoyWk9gXOLED0St0HWrISBtJE4xrFBcGchKqjumMV8nCBu0XbK6wiRliWUpY/oGCvb0IKwhRMFGhC3ieVZECfQWEI1JMv9c4C5CR6kROMIdYcBD0yBNjBF6AEOxUo0WNEABzRRHSIsJVeI5N6gM0Q7IF2UEdAkMknlHRRlnK6vMRFAB2UbaONwRCJeGxA3zHFBIsJxnApRRog4VLqoTFEs8S50EARlDDiEBlaaoQ+sI7TQdIa5JdQoM3NyYIrSQZkCBUIfZWJ9YZTOWTDHAxUcJRJ3Qbq4cDtOHaIFsJUEALsgQ3DJdYJF0B3rr6xYOYRYoa5pYy5rEE4gqphAYWzXVndY0l8adr1btHIQYQeKVWCQjg0BBVnFxRHBKehSKgmyZONY19aPeBI0uS+wA+UjgBE0V+yVAbjV1IfSYqEEd9DWsFYgi3bcH4SwaSISaUPYANe0NccA3Bo0R1D1wVVI3OF5P/Y4nvtMB8eOQXeVH3nGEb7rcR06izN+6coLed3rruPZz/4J/t3vvprfuuZdwLs4deqfs7q6eh880ZLWXSaTyWQymUwmk8nc/+S/7mUymUwmk8lkMpkHJd/zPd+z3yFkMg8Ihw8f5jOf+cx+h3GX/NH1H2Z5uQ1sARUqU0SF6LqgO/hQWwkGOjhpIOHLIDUxLAFdJA4RdoAAcgBL5k4RxiZukANIGCF6EtvFf8rKKegOorv4WOD0FqIcQmWbCKhbQHSE6BRfrSP1CPUHgaEJFXSAKIhbsV3pum7J/HAHrjiKzNbxugl4isrhqyYunADdZd65MPUTc0JghJUv8AROIcxRamAZUCLbCIqyjWMplVUY4GIFIohWRKlQxqlMQgWEJAKoUDS5EWyn7yqUJZwKEo/jwg6OU+COImELF0+grkldPIIoXYIHlQpLfje40wmhAjSJHEYp5mEqJVGi7HJatIFHUZStVGLDyj4oNcIotRuSyKHG6w5FwBwfwpfTGCnIkgkRdNPEBtoCJqACrFt7Em1hhbnNl0Asl9E4waHIdMfcD/xBmJ2AyRDYgV4Jvg2cALcX98hKOITj1qZOQScQJ7hqhMoWFGsQ1pEwQOIYioG1zRxkB9SBbEK5AvEU+DqVXxiirkCq4yDRRAkqqf1hEkYcsj4ws+NaQbmWSktsm96DHdBFKLfMAWIqUO8gVQ8WxlBu8/3fdQjaDdAZP/aUmlf8m9t5wxvfzQ//yE/yyU/ewIf+21/y1re+lVe96lX30VOdyWQymUwmk8lkMg8MWYyQyWQymUwmk8lkHpRMp9P9DiGTeUB4+ctfztve9ja+8IUv8NjHPna/w/k7/MUNN3PBBYuIVohOUGpUArbD3eN0kKzzNZUYqEBrvCb3Ax2DVJy22HeWdIUKoQSmllDW2trUEmSM7CXUtUZoIOwQdYL6AmUOOFQqJA7xYQq6DTTTDvm9BPrYLP21NmcHCiTMIWzbdwR8WKasxmgcoFJDnKKlJeKRynLs1EmEEbBE/57jQBMrhVBb/04LAQLCHNExKiWiU2sbl3b4R5AK1Wj9lBacbtuZqb1MEZ3jZALawOnYxoqAj7tobCMSTMzg0n1FUdkbH0WZJwFESOO5tyN+Zgl2rdM55pJgZvqVGetrjdNdYIbSxOFQKpQhPuziIiDe5ohUQgGAqcWlac5psOf+YKUoxOZbZjYvzoOk8hHVBHQOvnW6r0yH4ATqkbXjJd2TNG4+rRtN62puYpc4Q1RAx0BMrxX4jpVMkMrGXCtILhyIomGS2ndI9CAhrc0JOJfcOObpfskxgVla44WtK58cLzRY/116LkShrM05oahsSLyHxtzuI3PKMOHaf/NofvWNb+bXfv1fMxzOALj44ovv+UP79yFYeYpMJpPJZDKZTCaTeQDIYoRMJpPJZDKZTCbzoOSjH/0o4/GYTqez36FkMvcrF154IRdeeCEvfelL+chHPrLf4fwd/uamO3jWM78NHwVXgZMu0XVAFrDketoxLoeSEGAZGKPaRdwh0A3QZtpdvggcADkFjKxkgC4iOrXrmYN0bbd62p2PtMCtJYeFDkWsmcsCUQ7i3MRKILghyLIF7BfMxl9cul8AdyTttj9gn/0BiB5ogD8Ksg4cQP0M3ApF7IBOqXwHRVB6SZSwhrKL4FC6QMBxAE1lHBQwFwUQPC4uEKVAkihCXR90xZwUVCwWuqhKansHoUQprP9+CSoF6RE14nQ5iQgCogeAHkXYQMIIpWVCB1dQOwEi4AgiCCuYUMKD+hTbHGgiNEECEiNRAErKqCYKCVOECVE0OU30IU4RHFF6SHQgR4ENWwu0QJuoeCtZQMvmm5Pp+zG4JaxswrrNl5YQC4iHEamh0TMBSexCs4SmNwGC70HRh8pBqwOuBXIE6lNWjkFqoG/uG7IOfjutoT74FYh32PryXWAhxXLIhCG0kNBFZRenDvWlOVGwY7EyTa4PR8BtYkqMAuiAX7VYdJrGfxETLhxJIoZDEMbJFWQHmm3wR6wERMeboMEtQnEU4g5og6d9r/K0pz6aGGrOufj93H5sct+JETKZTCaTyWQymUzmASQXictkMplMJpPJZB7GiMjbReSkiHz+jGMrIvJhEfn/0uvyXVz7NRH5KxH5SxH51BnHj4rIfxeR94tILx17tIh8LJ37RRG59u5iazQa/NZv/dZ90c1M5kHPm970Jj760Y/yK7/yK/sdyt9hPJ5z+GCBr2q8NkALSyjrSZC+CQ3UA2o72LEkv0gbYYq4prkh0MCS0+P02gG3iOiWfS99oGmiAhWQlOilTOIEQSiAEq8lLg5QPOrbQM92q6MpIWxtE3eBAtwC+Ca4NpakD+BS0psCNCLO4aKnMR/QmByjrEY05iN8dPgwoKx2KaLiY8TRQnSI04jXBl4FryVChTDDaYHEEhWXyhwcQqSb+h0hlWYQWih7f5xpIDRsXPA2Ttq2/kgPJ2puAtIF6aI4nMwQaYM0EfW4OEHClMZ8TFHPkQiNsEkRAkVdUQShiDNc2MKro1GPadQjispKGJQh0qxGSHC4OMDRBWng1OHEIVojNFFpmuuA0zSvJbDXv+00l+00vjOQnn1mGdXUN+mY0ASPUOB0bv2XThIsbIDvw2If+itQLkB1AspliG2IDQhTu79rmfhBWlYiwTWSiCWtPZmnNdE1EY2eTPHtrbkesI7oItBGtIVQJdeGRoq9x+myEMUa+MW0Pud2b9exdRY3bJ1JP/W/YXMuzs7zLXNIEJ9ia9v949jWom9DsQjVLs47/ut/eAqH1vp0u91v6Tne+30PoLgH/CeTyWQymUwmk8k8PMnOCJlMJpPJZDKZzMObdwK/C/zHM469AviIqr5aRF6RPv/yXVz/FFU99XXHXgpcBTwSuAJ4C/Am4PWq+n4AEfmOuwvs3HPP5cYbb7wXXclkHrr84A/+IO94xzt4wQtewNraGi972cv2O6TTfN+lj+J33vKX/MrPH7XSAq62RLA7CDrB1cdQ10FjxFwBJggz7E8ONZIs7lUASeVXdA46ABqoX0HUQbzVEraxMrcCJhBPAM7s7mUZ0SGqc1zcIPoFJGxhSftdSwwraXf5riWN/UFLStdfSdb0M3DnQNyysg7qIJ60BH88hegQX0VLiFcRkTnOleAPoL4P9eehaKOM8KyCFojeYk4HsotzR1GtcXEzuR8oKk2QISrx9Jgqam4J1Ah9lA7KupWDYITjMKJ9JN4OOgSdonLEdurrSSDiKAmhSLv0pzgK0BKnO6BDRGu8VuYgEb5KEXbt5u4oUODq20EnIF0cDZx40E0AcyjAg1YIE3NjoAO6BcxsTsWj9IHjWGmE3eQcsJTOm4B2gCaoQ9hBCObEoI1U/mBmSfmqQnSExGGKKVjCP2yDG9tcyVFoHoZq0+5VLKT5bKVrIoSJrYdqBm5qa8f1bb6ZQxxZOQW3BmEG1e3m7OEqcy6I23Yv14NYW5/jBAggIxPdaAVhkMQOFcRZKg8xBJlY3Kqgt9sajDNzYKjXzQUhprIWkhwXdGqOIlICFYRdew4ah4DAaLjL6kqLGCPe+2/lUX4n9vv+03eW1MhkMplMJpPJZDKZ+5csRshkMplMJpPJZB7GqOqfiMh5X3f4R4EfSO+vAz7GXYsRvhEe2/obuTPjcQS47Yz7/tXdNXLjjTdy9dVX34vbZjIPbZ73vOfx8Y9/nKuvvvpBJUZ493/8tywe+lH+8I/X+eHLFdsFPzKBgA4hDHA6QGXNyhXoFszG4GbQXEF1AuwCYklaaafE9STZ/AegiSWv58BCEiGMkmAh2r8kWoJu4OIclTGoCR0knALGEGLaYb6Trm2ka6K1zQx0AeIx+xwHqQ+LKSG8DjElhx0QK7xu4rUGt476I0S3Ca5JkEVM+SB2L6aIdiEcQ3QGMrKSDVKCKEHmKHVyTnAoEWUIRARBqVDm1g9KIps4FBgCA2wX/xDYRHQbUFSbiHRQHQITVAVHP8W1g8QAWuNljI8eH46j0rBkuJSp7RlQpzGfpnnao22fdWxuGNJIY7gNRJSQyhBMU4weWDenDEZJIFBZ28yQuIVQA71UimOUYvCoqyDMIW5aPKG2RL9Ok3AEYBOig7Bpyf84BbcCugOya2KEug/zmcUtkyQeIIkCtiyeUJnQIKiJE4igy7YOY+ovUygO2HzEnTRGIbkqDOyeKqk0QxPYSoKEmIQPE5AxxADat/V8um2xshEMzEVB56n9JRsT3bHhDwJFm++/xPM3X9qg3+/zmte8ho2NDV74whdy1lln3avn+C5+32cymUwmk8lkMpnM/Ur2SctkMplMJpPJZDJfzyFVPQaQXtfu4jwF/puIfFpEXnzG8d8F3gr8LPB/pmOvB/67iFwvIv+biCzdXRCqygUXXPBNdyKTeShyzTXXsLW1xY//+I9zww037Hc4ADg6ADRdGypBtQD1SB2ReYDokCg4vKmPpGUiAFcATZSGJcFp2S54aYMrETxCiVBaQldKoLTrpeBO+/8iHWuk91YiwMdIUc/wombHj0vnpXbYO7+8sx322mmYRb56c3mgnZwUmqdjVNdEyxZaduxc1yT6RaI0U3seUh/uvE8BroFQoNIi+EWiW0j937tmr2TFndcKRXrv03v7sTIGxZ19V7mztAQlJuJIYyUlKk0UK31gQog77yNqVRWcOJwKDofgTo8p4q290/Owd6xMY9I8HTdSIpKO/61x3utn487xkFYSM7TOOO/OeRL16Y9TeyUzyiQkSfO1139pWdkE307lDVL/YwHzAqYKwdu1e+MjzTSvbSjKM0p1lOBKuxf+b48jJcS0LuIZY0/jjDV4xthLak/T/dgbq9R/34GikUpGlBZH0bFYigaU6ftGF4oWNJoWr1g5lOe+7BZazZKLLrqIq666is9+9rO8/OUvv9fP8Z0IKu4B/8lkMplMJpPJZDIPT7IzQiaTyWQymUwmk/lmuVRV7xCRNeDDIvLXqvonqnozcNmZJ6rqO0Tk/wZ+CHNeeImIPF5VZ3fV+Nlnn82nP/1pzj///Pu1Ew8ko9Fov0O433k49BHuv3567/n93/99rr76al70ohfx53/+5/fLfe4Je338gz+4nvPOO5dLvusww7En1slqnwZoE9EeUvSgqonSw+zq12DWhSqgLKIsAXNgBdtJfw7CwJLhsph2voMlo5PDgc5sBz1NEAV6wKPS7vEWaEhOAIswH4Ks2G55OQ9zKwCknyzz25bIFsAtWizag7rBaNYHL6AXADsgS1btwR1A3RoSxyir4NtEGRLqtrWt3RRzafcGbHd7Ba5NlC5Ik0hEOIQyQOiiCILY+BEQ2kQKTDTQAwJKF1HFxzkudrDAuzg9B9HjiDSI9IlEcGcD24i2EBWEVFKBiY0dbcaTNLZUKD0TOtBCUVS6QAV6BNiyhLu2sN36Z4HsWNkK7ZgYwi2Y6wElSgcYpzmcA8s2DK6dPndS2wuIFrjUD1sLZ9la0YCrm7g4gPhoc6ygTKUSRmnNTEBS23E3le3oWakFdwiqdcAzCkdhfgpYBT8CQirfMQT3bfYaHdAHIoRmGqO9NTewfrsuzGvw/VRCIdy5JllKcc/BraYyDo+ya6UJvme+QK6X5hhbf9KHMDVxAnvtNVN/V2ycpA9x2frVOItX/sZf82efqnnXu/4T33PJZayvr/OWt7yFXq/HYDC464c3k8lkMplMJpPJZB4kZDFCJpPJZDKZTCaT+XpOiMgRVT0mIkeAk9/oJFW9I72eFJH3AU8G/uSuGk3nvx14u4h8Hngc8Om7Ov+KK67gRS96ERdccAGXXXbZXZ32kKPf7+93CPc7D4c+wv3Xz5/6qZ/Ce88VV1xBt9vFuf3bVdzv9/m2i57KV7/6OoJ7KUud/4E6hxY9ZP5lxC9bOQYCuFWUm1FZBUand8CrBFS3gSbo7SBHrESDVoi0oP4y+KPY7vIdYAXCV000oHPwc5BDlgCvt0FqcAKxxEmEeh2cg3grFEcwscPEEuj1bebQIC1LFhcHIX41iRRqSyQXB+m3h1amAUXlJLHxSAhzqsYsJfm3EQpCY5XIliWXdctEEkmA4WQV1bGVTXAlUWpUuklnsYWmsgtOlkFBU4kEEym0kxBhA3OTGCA6xWsDF3eBFZzWEG5DpIXTGcH1UEpUTmENTnGsAoLoCKiw0hjrII+i1zmR5mDHxsgdQBmj7LkJ3A6UCCPUrSVXgHEqkbFlDgDSsVIKUtt18TZwjwA2U/mNGvS4CQSY2E/sAMfMAUFHyZGitBh0BwkRrz2kLiFspzIZXQhfhvI8CCctae8CVF+zEgdxaGuOPlRfhsaiiRRiTb/dgGKv5EQb9Gbwj7DPcWQikvAV8GengkLbti6qL6eyDyPwAdwyuJF9T0huHSXIzOKUFsSb09odWfkL14TwJSjPAnF2rTts99sT4rga3AGbs3AqlXs4BnIYlZoYprz3Dzd5+W98mGMnBrzvPe/kGc/8pwD84R/+IZ/+9Kf58Ic/TKfT+RaebLn7UzKZTCaTyWQymUzmPiD7pGUymUwmk8lkMpmv5wPA89L75wHv//oTRKQrIv2998A/AT5/Vw2KyA+JSJneHwZWsczXXfKbv/mbnH/++fz2b//2N9WJTOahzKWXXkpd12xvb+93KFzyPz2DI0cOcc4TXsU7/svtSH0CF29HyqPgZyCDtHt+C5VDoNtYcvYkSETiKRMe6DbIAjBA4iZSH7fksixBfQzq25B6E6nvQOQArp4gYSMlgwdQbVoyeXocqe5AQgWzk1BVUO8AXQi7UJ+CegPCCfCL5q4Q1q2dsJcoDxA2LKnMAHTTSg7okFAsEGXIvN0kFj1CEanLNeqGR9lGdITIFrgOSBfRTWCE6gaqI8Cjuk2UMcoYmFjZBZlaXl+HKFNgG9jGocAEZdPEAbKDqDfnBt0wEYWugw4Q6SJ6AtgE3UVlhO2+H1vym11EJ+m6bWBuLhW6lXb9byaHiBXQk4hu4thEGCP0cbqN0wkuHEekgrhhbaHAqeSIsGMOA0zTWG6mGE+BnAI5YKIT3TLhgxsCSwi7wMzaJCLxBBI3zRFhfsJcB+JefwfgjkB90gQo4YSJTvwRCDsQBhA2gV0o14AtcHOLsfQWEzNbl8WKxVxvQD2w692hNP/HLcZ6HYrDJnKIA4hbIBXUW+nYNsQTINFiitMkYlixsQinbI3NbwF3EKrjUN1hsdfHwB3FxBk7Ni5M7PkAu5+2COxyxZV/TOe8P+A5P/cxzjnnMLff9hWe8cwrTj+Ll112Gd57zj33XH7t137tW3iq3T78ZDKZTCaTyWQymYcj2Rkhk8lkMplMJpN5GCMi7wZ+ADggIrcBvwa8GvgvIvJC4Bbgf0nnHgX+g6o+AzgEvE9EwP5f8S5V/aO/51b/BHijiEzT519S1eN3F9/m5iaPf/zjv6m+ZTIPVY4fP86TnvQkvv3bv52VlZW7v+AB4DOf+Rzf/V1P5HfedhPP/7HzoWhDYYl2dAooxCaiCoxQKvBdS/LHGSK7KEVK3Duk2sCFke2mdyeBZhIdzNOm7aYl33UEc0VrhdBBZscRV9uOdjagHsJkA/Ap59kCBrYzvtEFxlb2QaeWSHcF6NiOxylQWzJaHIRNoveoH1OXi6jOEQaAQ2UXWETjEGSEaBORMaoCzEDHKKDuIMoOKg07zgSlsDHRiDAEeihz6ysAY4RFAjsmCtAGyASnisSR7dSXiFLi2DL3AWqQSSoHMEllCwZE7eCYI0ytPIWMgBIISUBgwgVFrR2Zgzrb7R9rRKeIzhF6RDZAAqqVCU60BWyn8ROgMCeAOLXxpLBSDmwBig+bOAV1c1QdoruITlPJjICEARJTqY4iCQpC6ksUK/UQxyYgEAe+nRL3YzsuBcSWjaPbG0+FeMq+dxPrbz2AGGytaA0umsMDcwgju59vWHs6TO17Exiwt16Cld/QDagnIENz/qh30npNz4F0TMjgvMWgNcSGnR+HNmcIhE1UmgSZIV7Y2hjxj/7xx9ncmvDG172AF1/51m/oiPLIRz6SD37wg2xtbfHd3/3dPP/5z+e88867R8/wGb/v/0EgIo8BXgYcAD6iqv9un0PKZDKZTCaTyWQy34AsRshkMplMJpPJZB7GqOpP3sVXT/sG594BPCO9/wpwj1UCqvqLwC/e2/guvvhiXvva1/KUpzyFyy+//N5ensk85HjrW9/KVVddxfnnn88nP/nJ/Q7nNGtra/zsi/4Zv/obv8PnbnoS3/mEPtC3MgWoiQpqj0gf6iFaNIBVUI8ldBWhAnoQ5jhZBbwlct1BrJzAMFnhO5BFEAEiaBOZK9ABVqAY2TW1A+3DrEJHI2gtQTsibtXOkYZZ7RMsoaw9a98tQHSp/EMT6pad6ytwY6I/jGjLSiDgsHICiyhWjgFKFBD6gKA6sXZwKF2QBlEmQIGjAwhCkRL6HZQGkoo2CHNgAaWJ0AQKFMVrKu+gbRsndSALKB6RmfXFLVjSXtqYO0EXoURRRFZT4nsxlZGYmmMBtY2tNk2AoA1wfSsVID2UIULHylhQoNqwEhh0zNVCd0EOAhPE9WxMZAa6Ysl6aaV52rDSE1riQkSkaVNJx+LG2dyIpPlegDC0Mhv1bioJ0bcSIMWaCR78CiammJkQwPVtXHwPQirt4BbB7YAewBwvYnLjGKd2hjZX0oPYBEYmYJHSzpO5jbdfSGPetnWugF82gYdfsRIWGmx8w8T6z9D6XxxJTh09K0lBkWKorb/SsbF1B8CVHDtZ8x3fez1LS12OHf8SCwsHSUK/b4iIcO655/LIRz6SW2655R6LEfZ+3z/hiUuqf0/7+4mIvB34n4GTqvq4M47/EPBGwGOiyFer6heBnxURB/z7fQk4k8lkMplMJpPJ3C3ZJy2TyWQymUwmk8k8aLn++utZXl7m2muv3e9QMpn7lRgj3/md38mVV17JlVdeyU033USv19vvsP4Wr/w/3sCTnvAYnvWSGyCWEG/Ddt2Xd+5Ur29LSWuxJG09MiFANYfQQuoNRCsIYyuLIEtQH0872TvmXiCLUN+KKRWaSBgjro3owEoH0LN2wxzmE3RQoaMFdGcDHc+hGqPeo8UCqqdQ3UX9IpbE7kO4zez2XSftZm+bO0KcIaHE1VtWDoIJaIVoA9FdcyVwfaACOmgcANvgenZMeqAnkgNCC0WJVKBziENciLi4SxF38GEXHwb4WON0AmwidBAqhBZRp4ieMncAKis1EXfRuJUS2xGNEyDY2NE+wzGhskS5mkCCeId9T9q5H8aIHkeiiUSIE0vas4XKIqokJ4kZ5jbQTq4ASSyiUxNqxKa1rWWat05yoTiRxrTA6cTcMsI6yAKCInGChDlCMFcEt5hKFngTJERvIoz6FnuNY+tLNbUyCLFr4gHSGgonoFiyRL9WVrZDJiYgYBHqE7aA4xi0sPUzv936pm1bi9qC6rbTQgHqXYujPmltIBBnEGoTRqjaPFQnIUZzXYhJtDG9GbOsSLHTsbilBaGAME5uGQNOnHA89skf4OCBBW76m5tZXFz7e4UIZ/KsZz2Ln/mZn+GKK67g2muvJcb4TT3XDzLeCfzQmQdExANvBp4OXAT8pIhclL57JvCnwEce2DAzmUwmk8lkMpnMPSWLETKZTCaTyWQymcyDlte85jWcOnWKV77ylfsdSiZzv3LZZZfxla98hVtuuYXXv/71+x3OXfJLv/zr3HrHAFwNrAFTbMt735K1sgZxB4nBBAtBkdrjosPNNxGWkFClnfdA3AV/INnbz9Ju9wH4NaDGEv9ph7zrQaOXEs1dqCJat2x3//YuFMtQR1Q7ljT3cyjJK0C8AAAgAElEQVRXoeiBm6FF30oeuDVLJjNP95tYst+1ER3ha3A4fJjicDjdwdG2hHXcAVqcTuxrz5L5tE10IWtppGZ4Crw6JAYcDYqwQRkqijChiDPKWFHWG4g6vJbACGgiTHEowiISx3a/vWS/LCVRQAPn2oBY7EzBNVBn4hB1bZA0fnIwzVMPdIrgQRdwcYQjmohCIugyMEZdaQ4GpOQ64+Qe0LFkv+shoghThEWcTnCUiKYSBCzh4gQhoHtty6oJPihsHvdKcSA2pu6QtV0smpAiDMEdTiKXBainEDzEgzDftnOKZfAByrXUtrOyEU5TX8VKf/iDNg5+ydZq3LVj0YQV+L7NnTtk99Vorg06tXUYtmxK98QWrmPCg7gLrEI9T+s/2lrwa+ZYEaZpnY/BH7bvJKKyQHRQ10f5nn/8f3FgdZkb//prNBqNe/UsPv3pT+eiiy7iQx/6EC95yUt473vfey+udvvwc/eo6p8Am193+MnAl1T1K6o6B/4z8KPp/A+o6vcCz7kXnc9kMplMJpPJZDIPILlMQyaTyWQymUwmk3lQsri4yGAw4I1vfCNPfOIT9zucTOZ+48UvfjGf+MQn+OxnP8vRo0f3O5y/lze96U0cXG1DNYKiTg4HI0so62p6nSD1FHFzS0LHAeimJWjrk5YU1vWUvG8k6/92amcGsmKiAR2ZQ4FugzsApcL8lCXZdT0ljAcwX4eWItUJ6B6AeAqcWDkAGUFUcGMII5RFRIeWaA5DkG0sca0QTgJzJJ5EQgt1gsQNhAh6HHVHEeYoU7P619K0AMxQJiA9fNxEnaJxbAlzWcThcfVxXNxFsL5IDKCnQIQieIJbwklA4jYuOtT1cCEgMgQmqPSBiMR1i50JGhuIdFHdwFwfqpT0V9ANc0o4vcu+tDGTEnUFREHiANEZ0UUbczZB5ygVEEH6CJuo1sBWKlmgSDwBhFSGoYnoGOIWUdqIC6gWCBMI2whiYpO4CTJNcxrMDUG3TEQgTWvfFTC9A0JlCf/gIdbmPjBTc0dQBRmCBPCzlPjfTi4OQ4jL5poQ1oExUKR7t6A+BrHCXCIGNjZxaGu2WEtrd2xrLg7tWLVpZSjqObhorh3zDRMiaAFsWKzz4ybQcWpuDTqzvtbb1n83AGxNq8x4xW9s8+a3vZeybHDzzTdSFPf8z3Oqymtf+1quueYanve85/HUpz6V0WjEJZdcch884fcrB0TkU2d8vlZV74nt0SOAW8/4fBtwsYj8APBsTNXyofssykwmk8lkMplMJnOfksUImUwmk8lkMplM5kHJJZdcwjXXXMPjHve4uz85k3mIEmPkuuuu43Wvex2Pecxj9jucu+U5z3kOP/dzH+f6jx7j6U87y3Z/uwpoJLeBOln61ykZT9oxXmMOCu1UGkDSbvw5tns/lQygCYTURmXvfROcs/NKTe048CVCAw4XiNbgPFoW4NtQzu+8XmpA0KKLSgGSdmr7EokN1LVQ3UVQ0BoVQZw31wDm1ic8nilBK0t2q6LUACjR4tCIMMHPhzg2sc7X1ifdxZLjbXPwB0tcxxofh7hYg87w9SZuPiW6FVQ8wojQ7KIyQWSA6BxhDvh0b2fjQWVjAkCBqNj4740thQk/iDYu4lEBHwMu1kQvqVRDBeJQ9baXXSsTb1CifgQx4oi4sIPoGJFecjKo8HEMMrfEvw6Ss0ByQYi1zbVLw4KkNVFbOQVtmfigdnZc0txptOPDEczHNneNKRQBGu3UdmWlE4Q0520bC03X+70B95hDxNzEDGgq19EEUbtfmNvadWk9x9r6EVO/vEJQazvWdswBvgRmKY5WEoYEey6I7Ll8DKeR73vWX/L5L+7yq//7i3nFK99wrxwRdnZ2+IVf+AW+8IUv8IlPfIJzzz33Hl97JnoPS0Hcx5xS1e/6Jq77RsGqqn4M+Ni3FFEmk8lkMplMJpO538lihEwmk8lkMplMJvOg5EMf+hDO5cpymX+4xBj56Z/+aZxzXHnllfsdzj3i0ksvRRU+e1PJ0y9fNot/HZv7gF+DMDMxgM5t93v04DzQsMSvX7bkuDizvXcFlEdtp3nRhDAwe35N5Rl0aslhf8QSvf4cYGw71LWAsgutFtRztHUQigawaLvmxYEcwsofrIAbgj+aksh1cgGYEusDxGYDVxXAmFgeRGklV4EyJdhXUGrEn0XUXcT1rQwAgmORqDuIW4UwsT5GjwkAulgu9RFWXoE2VuYhmiAjuUdIDOCaKAGKNVz0KAB9XD2CxpolwP25EE+iFDa+lCBHLPlPC6SFUqBuFdFgrgOxsPIOjMF1gcLu5/soG+BWQDvgUmzqEd8AdTgOpXibEBoWY6xSEr6A2LDEfcTm3aXxjyfTHDYhLthc0+J0WQltghy28ZACqm5yGqigWLCyELEJZdOEBd0D4BvQW4FqHRoh3W8plZloJeFBKsngViG2wYv1Xcp0777F5A9B2IRmx9ZVccSENWUnlVMoQA5AUVk7UpkTh+ypKdr2QBQr4MpU8mHBriuP2Hp2q+ayUBwFnfHJL6zytB97F+1Ol7/+4p9zwaOefK+ePVXl+77v+1BV/vRP/5TFxcV79/CeRniIVW29DTj7jM9nAXfsUyyZTCaTyWQymUzmXvKQ+t9HJpPJZDKZTCaTefiQhQiZf2jcfPPN/N7v/R6f+9zneP/730+r1eI973kP11133UNmvX/84x+n3Sp5xc+fZyID1zSxACXM77AEvqZd+OohnEo79AVLznuoj1tjonZerICWJW4lXSMF5pIws2RvfczaTsl0s8LfJEpFLBrEXp9YtoD15KKg1iYziGVyJnCpbWfJcCYWN5sQRsSiRfBd1DWAoV0rzvpBCbSJccucA8IItAFaEuMugqBhG6RJRFBppxgnVkYAb31yBbCbSkQ4GysV62NYB1cQdYi6trUft23owpbFoC71XyzZH7esbQpEXCprsZmOzW0MxVupAgqIY0RLaytsohJQ9RDXU9vlGW4DG6fbNtGAg3AckRKkQmjZWNcnU2wjG3PdcweIdm04loQhZSohoVCvp8R+IyXygfp2GweCxe08zE/YseYclvpABZ22ORRQQpXaprA51wDVbel9tPbFQX2HnfP/s3fvYZZV1b33v2OutW+1d127+oY2CI1RE7kJKuQgokk0IcpVhWCiQlDBqDG8mkgU5VWJCUY0ihE5iogRwSgEG5WgiaAEcwQUG1FD01xU6Gvdq3bty1pznD/G7PYQjIL0RWV8nqee6t6191xzrrWK52nmWL+hMbXY6NiaYroHeht+Mh9Km2uR9rulaushWCEE6fYKVZvjtjkEhaxpY4e6tXqQHMpNvOeiKQ593id45jP344f3XvuICxEARITbb7+d6elpjjjiCNasWYOqPuJxdqNhEblIRF74CD93M/BEEdlbRKrAScDnd/z0nHPOOeecczuDJyM455xzzjnnnHM70Z/92Z/xiU98goWFBZrNJu12G1XltNNO4yMf+civTCECQHuxTZ4LEC3FgJ498V9O25Pu/WksCn/BkgjCuL0vTtimcr8L2RjoBBRtyHqgXciGgMUUcz9uG7l002b+nCUcqEB5rxUxFAuUlVWoLhBzK1gIMklkOSFuTUkBXXtaXaP9mZk0zgIWm9+198nexEoD6a1Hs5Bi+pdZukPcktoWFKistLYIcSY96T9vJ0UKVNsQhlHtINIjxjmCdkAsPULKTan1wKzNISuQ/v1oyCATNFYQBJhGswoUVsAQYh/KBTRbaofS+1NaRImECiJDaNwEUqJR7Nypgm5IRSJTVtRAzc651FGdIijW7kF7wLSlWsQJu3baQ2khYQQtNyHSQ3UawiqQBhK3oBQoILpts3+zbeCXqeiBjhWAyKKlEBRbsTYVqX1BGLX3ltNAw1IXtAXlRru3IiANa39QboY8A1mArEz3V9taJ2TLoZhI98kixFG7v8pJKGdTYcSi3V/lRkvFiBGop0SDBSvoyJZDMf+T+61cSGkJU2ncNoQhS0IoJtPaalD0IR8B3WK/CzH8pE0DHb58/X38xTs28P11k/ztu/6CN5313kf1+3f55Zez7777ct9993H22Wfz9re/nQsvvJBnPOMRpiz81M4HO92Mqr7qZ71BRD4NHAmMi8iPgber6sdE5LXAv2LVMRer6h07fbbOOeecc865HcKLEZxzzjnnnHPOuZ3k/PPP58ILL+Rv//ZvOeWUUxgfHwesRcOvUhECQMks133lSvbZe9A25KlbHH2cB8Q2dWOwjXTp2dPrklkbBzq22Ru2Pck9B6EL9NJ75qyoQQpgxjZ+dd4KB0RBZrDH0TupYKFFDF3KrEZRGQAiedEnL2dTO4RFbOM7B0rQOYQ+KpPAaHoyfh5QlAUgRyuB7WkIzKbPd0ELYqhBKNJauqS+BDYl5m29GlABjV0kRJQc0QJBQXqIzqd2AjNARPMIFHZ8aYDOoiFCKFDtE2IP1RmKfBgNEOghsU9WTiAxEvMcCV009GwTXarAnB1PF+3cKqlVRGFroUCitYiQcpoyz1Dp2pykBzpNYNs1KoFeml+ezlcbYT4VMfSBdJ1k0YpKyFPywKzNQat2PemlDXxSOwaxa9uft4KAMGrXNtj5RoAsS8UEPUuCyLvpc21rqaCFFQtIBJ1K1yQVJZRzUCwAbStOiD37nPbtK4ykY8+m4o1puzZxOiUb5GnMYPeeFCnpI82bRSgWIQ92nsp5CH2oCr1S+JsP3MGHPv4jJqZ6HPqM3+C7t13KU/Y76lH/Dp544onMzc1x8MEHc+yxx3LxxRfz+7//+9xzzz2Pom3DLw9V/aP/4fUvAl/cxdNxzjnnnHPO7QBejOCcc84555xzzu1gr3jFK/jUpz5FWZacc845vOlNb3rQz3/VChEAStqsu/NufvsZI7bhTMs2oLWHxfRXUmLAAhBAGxZlT0ybwF2Qlr2mJQSxQgRaqa1DFYvVr6YN9BJCj0idGIbQME6QDhKnEJqoDGC77RXQAiGDUEJspBYBwcbREqSNagVr/dDCdru76fjbYvjTeNKw18iAPip9m7dWUwuKFNm/7bu203srCAOoBJQeSiBI3Qo0QomqEmhg7SNKVJvWJiEMpzlFhEDQiGSDxJAj2ra1SxNhiMACxEDQ3OYYAyoVVMo0bhWlRKSRChHq6ZpEux6ioFUkVJFyOq1zYPt6hVRYImmeElOBSM3G0QKlSQbp500IPdB07kIjjdexYzKQ7pXUxkEDlPV0XwChk1oetOw+kqZ9NtQgDKZUi2ZKUxjAWi10UgFBPRVgBLvnBDu+RMhbUBb2vtCye4kWSDuttZXSC1KrBanYNWbRhgu19LOqFduEHGTQ1iKlJSwQU9uQYN+zDud/dJI3n3sjlUrgpSceznnnX8nIyMij+K376brdLpdeeinnnXcexx13HENDQ49sANkt//0ZFpGLgDWqumZ3TMA555xzzjm363kxgnPOOeecc845t4NddtlljI2NcdZZZ/GGN7xhd09nh8gYoCxhoFZBdRgpZ0CH7WlxakDTIvPD8tS2oW7x+/0M+m1r2UCEyiBUWqCTaYO7a5+XZSkJYcxi8WUIEMqsQVHZByUi+eMQXUooCjQbJoYqqotAjsosaAUNw6jUUJqI9pGQQVyBZqVtKGsbpIEq2E54eipf0wY0AaWFhgqooFIlakj7t0uB1Fpg2+dlKZYS0LB2DdSAYdCSSMue6ieCNAhaIIwQKUCqxFBHaKD0INuLIPPEWBLzCqFcRKtPIUoPlSWE2EW1RHQJ0EN0KCUWdG0+sW8FGZoKLMiBoXQul9vmuwCiqHbRMI7Qx4oKGqBzKOMIHSBdq9ADXZJaV1SAkbTWDMKwpRrI0lRwEO0c6iJkqT3HtmKIchp0mbVOyAbsvsiAbBCyliUdhBFbhyxYMkaxYKkGIVi7BlKqRFiWkhdSYUs5DfkKKxqQuhUTkEOlBG3auivj0G9AkQMtS+moDKd7srBkhjiT/j5vhRBSg2IKKissQUEa9lqoQhmtyEFKqA2xdesgv3Pil/juD6Y4+83Hc845fw/5slTUsWNt2rSJY445hlWrVvHRj36UI444ApFH0nZB0tcu93PbNDjnnHPOOed+/fzqPYrhnHPOOeecc879kjv55JOpVquceeaZzM7O7u7p7CDCxJZp9njckG1Mh+X2VLmmzVnJIVtqT7NnLWAYFjanzehB6PehuhK6BcQINACFbAW2eV7YE+ihYhvOUkVDFc2XomGBMrSIYQ9iNoTW9iBm1ZRs0EQEgo5QhiHKECmkSQxVYlhCSYso1bRJXwcGURoQKqgMsz3JIVuChgwNS9EQUJRSRomSIdlyNIbU/qCCpQcM29pDBQ2SCgOaaV2ZPaUfUuR/WIZIBc1XUEodshqajUOoo6FJlGFUGpTkxDAEMkCZ70EMDVSaQA+JSsyfkFIfWkjsIUEIDIEImbQQqgS2Itue4g85MGhP/msEapA1QJagoUaIimi0xAJZbi0eaFqShSgwnhIHxiBmIJOojKBSt3Mvo5DV0u1RtUSBbHlaf9WOG3PIVlpSAUMQm6BbQIfsPhEgW2bjiKbCBqC63MaTLN0nNchWokAMNWIGSroPt91z0gS2WCFLGLLxKitJfS7sesVor8WU0IHYPZevtMIHqUMs7Xrmy+39YRCyEWvdkA1ZIUYABvbhgosfYI+nXcbsQsaday/hnHd9Bip77ZRChF6vx+te9zpOPPFErr32Wp797Gc/wkIE55xzzjnnnNu1PBnBOeecc84555zbwS655BIABgYGuPzyy3nVq371Hwj+2EUfpdPtcearxtDejxFZCf2t0NsCUaCct43actKeqI8ToCth63rotqGuUBOoV6FsQ9ZNrQMa9lS6zFtUv3YhezzESWCeUHYgeyowi0rPWiBoaekH2kekAwSKrEWIs5ShhrIIomRaI8Q+xA32hLzOorIS1TlE54FJkNWg04C1nIhSogyiFCCLFmmvmW0+xwKYwQoSMghKyRQQEWkTZBzVNsKspQkwBswBfZQ2on0IdUqiHQ9LTQjSIOpmoE1Jjsi4fV5mUnLEEEUuVMopIgtkcStoi9CvQ6bESgUhErBWFCr3ICpQtkAGCb1JsvxHlHnTUhJCHXobEF0gqBApQesIU6kQYcCujXaxlgvttLk+SCh/BBQpcWEEivshToOKFSJIgLgRdB5LkGjaV3sTZALVmVQgcG8qkNhWKLAIMg2UoIPWhqHcADpn79ECzVegzKB5F6ig/R5BBYkT1pKhzEDGoX8vFG3I81Q0UVghQX8OGLR0hrgpJTVgBQf5ckv20FkroigX05rt+qIzxHwF//a1b3Hllx7gP25ZZN29bfr9kr94/cm85/xP7uTfQLj88stpNBqcffbZj2oc3T3PJnmbBuecc8455x6DvBjBOeecc84555zbScbHx/nOd76zu6fxqN33wG287nV/yStO3peWTCNFE5iCooP1KxD7FtPmdexDHIDehD3dXkxBUWAR/7W0cRyBRWDanqKPXQjRxoszqHaJIVKGJsoCIsO2MS1dlCaQIZRARLVHpIZmy4i6NT0tnkGpKEImagtRUOmB9lHpA3lqDVEDnbOWCDR/8jQ+CtpBqSAyijJra6Vvr4uk9wWUkIoMonVmoEJgERhJG+qLqIJSR0RQIlACPZR8+3kUUax4Iab1CcgiyjJ6oaAWICsVRBBVwsIUMlCBvIZoHdEJkB7QRbQElKBC0BK0Z8US2kMo7DrEOSQfs4IQOlZMYHEIlhwgi9Z+QWwdKgFi1+Yshb0/BEIZrZiEeftcVCs2ELH2CsWiJRTUR6zIQqqgMyiZzVcFkZAKB7p2XxCAApUMzSqozFkyRMjs2mUZMURC0bNUBwlWGJFVoOjZ/RT66f4MkAeIPZuPpPlva1tQzAI9EGV6ruCKL23kvo11Nm6Z4Z4fznDHf82wdbJNCMKKZQMcdOC+nP7aV3DaK19DtVrd4b9zP82dd97JAQcc8KuahuBtGpxzzjnnnHsM8mIE55xzzjnnnHNuJ1m6dCn33Xff7p7Go/aSE/6EVY8b4cPn7k/oTVs8f9GHsAQ0BwqojIN2QFZAOWNtCkZXQncrDI5BpWlPqmdjaRM8g9CCMlikfijtaXpZYj8PSyiynCJvWduGmKMsgDYQAuggSjdF7VtSgWoNkTFgHtUaKqXthbMUZQ7CUkAscj/mlpYQxlEpiPRRMttsl+GU0lBgbQ4yVAeQsBTVrUALa/kAQoVIF2EIJUMkR1VAClSWWD0DQ4RYByISBokoioIGRAbs/YwCU3YcaWBP44+SFxsIKiAdNM4ijNgGP0OQN6DXISwGkBIJ2BzDxtQmYRgrchgBJpHYRCQVg4RxYA6hhUYBqiBL0zUcBGmlwoAqUG5/TSlAG2g+YuNkLTs/Wc0+Q7Q19aas64KMIeUMjO4NccHug2yJJRXEaGkaiL3eK+1YYQS0RCtNQIjZAORjEBexVhgpLaGyFMppYmsfQm8KipYVO8Qtdj/GRiquGLR7tF6F2LJCiWw4JXp0IIxaMUy2nNecfRsXXnY3jXqdVqvK4NA4y5btySmnHsaJJ/0JTztwX7vfhJ3SiuFnOeyww7jwwgu54IILeNaznsUBBxzwyAcR0v3jnHPOOeecczufFyM455xzzjnnnHM7ycEHH8w111yzu6fxqN1394/5oxf/BllJKiRoQwj2tHtQqAxDuTVtRs9DloMOQP9uqAwBTZA25CugvN8KEiis+CBbYk+l5100a6E6j0oD0S6EYYQGMW4BBhCpA7PAaCoKqCPUQRZQHUPYguogIhkiBVJ2iSiZ9G0znQWL/9fS5k0L4mQqIqgTpQ2MgU5YkYXUbT0ssaf4tZs2oPvWlgBFJdi8NLUOICKhRKgRtQ30EBmAMA8MoToDZARpoNKxMcnS+5pAP70m9lqEUE4ioQeaIeU0hCZQQucBJBsiLNwP2TgSJixIodYAFiEsAFVLf2DQ2kSQEgqkD5IhWiXoJiKjwIy1aECstQUjELYAwxDn7HqFITSbtzG1bskJ2QgaO+kcBCu0qDagn0O5EQnDoFuteIIMivsgjKKS2/mVESg2o5VhKKYR5m1sZoihBaGwQgSVdB5TwUi5MRUuTKChioYcintTsUM3tf4YtXYP2YitL87Z+YsLdh2zFpSTtBerHPaS/+D762b59MfP5sQTDofmcy1B4ZfE+vXrue2221i/fj1vfvOb2bBhA4ODg49oDEV2V5sG55xzzjnn3GOQ/+vDOeecc84555zbSd7ylrewceNGrr/++t09lUfliatXcNM3NiDbnkgPTeswkA/ZxnZ/BvKlIGopB1FBujCwL2Qphj8bstcqjwcpIRMIw1iqwiBQJ9KlDEvQUCdmI6gCOkOQMQI120DWGrBIkJUIFZQuqg2ELsg4IiBEVCtoaILkKHXQxfR0fw5hwObNAmRLgUFKChtb25b8IDXb0NYBrH3BEBKG7M9U7efSQKiCWiGBkFlxhOao9hEGEEaJaY6qiyAjiIykQoRAkAaQIwyBLqJasfQCKkANoUOudbJYJYszBGluL3ygvgf0Zgj9CqE9BeUgsDwlCGQQBq2lQdiWJpAKLGRboQWppcMyRPooA5YIIUBYbgUk2rC0hNCCbGUqQkjFAJIBw3ZuQw3yliVihAYEQbMCrT4OQs+KBiiszULlCXYPSAQZsu/VVajOEUUoZRDNMqKMpnNfg2wQgoAOWvuHOAvZcqC/fQzZPnYvtZgYBqIVwcQ5C4nIRm3dlZadA11k7boaKw/7Mhu3dFj3nSs48eXvgNbzfqkKEQCe9axn8ZznPIcrrrgCVSUE/996zjnnnHPOuV9u/q8W55xzzjnnnHNuJ9lrr7343d/9XY4//nh6vd7uns4v7LTTX8K3b3+AdnM56CTIJFSDJQiUk1AuQG+LbQAXG7An0Bcg3m9PtWeLwCbb6KYLugVkDsJmCBF0DuImNPQhb6NZFQ0dMrZSKSaoFHeRxSkCM8Akqj1gM0iByCIwCfQQ+qhOorqAyAwqUEqGhgVgEeKEFUzEGWAatEep00QpbANbpkC69mQ+C/bUv0wAXUQ6aNwE9LYfD/ooM0DHkhokWisJZux4bAGKVCgxZWkE9FG2Ah1EZlHmCBLTaz1EptNn+yDTRCnR+IAVBJQdSwNgDpgFnYFqYW0Jinn7efHD9PlJuz5Bba1xEcotEOeBEuIWVGYppU2ZZZSiqMyg0rEEBJ211gVMWAFCXIBt65dZSzpA01rn7Vhx3goLdNI+L7MoPVQUygfsNe1C3IDStuQCNgMlqpvsXsg6aDZHmeVo6KChk8aeAWI6p3NA29ZPicT7Edl2zjelIpJZS0SQPuh0KqKYhrjRCmHiDOhmLvrMZg76wy9w8IF7c/+6q9nrN1+0U36HdoSDDjqID33oQ3zxi1/kqKOOotls/oIjyW74YlhELhKRF/6Ck3bOOeecc879CvJiBOecc84555xzbif6/Oc/j4jwlKc8hRjj7p7OL+SEk06h3y/ZsLkGiD2ZHoYhq9rT6mxbV54SA6oghcXvl4sgFXsKPbRSPH7DigKkakkK2gOpIVEBtfdJFUsHKIAGEucJCEEqiJQgTVQ7gCUJSKijdICatQkgIFIlEKy1BNGOSWX72AoQWqh2EaqWagColrZGQLAEBBu7ToqEAKmhUsNaLKj9TEuECiI5EFGaRDogVRuHKrotgYBo45CjlEAdJQJZSkaoAQHNKmhoWZFDaEJIiQZE+6o2oTkErRZU+1AfhSyma5ASHBQrFFFQqVFkI5RZnShVYjZClAINo6g0UamhiH0GsXVJBVhMbTjKlBhQseQFIva/l3IQSe0VQrqOA0APpWXJCaGKSg/NRqxIINg5VIEoIyiKbktWyMfs3gqZtXPQbQkIlXS+44OOLVSAPjCUWjRsu865XUuNaU5VyIaJ2ueP3rCR0//6u5z9luUNwp4AACAASURBVLP496//gHzkeY/q92RXuOmmm3jve9/L3/3d3+3uqTxSM6r6KlVds7sn4pxzzjnnnNt1frny5pxzzjnnnHPOuV8z9Xqd//qv/2LVqlW88Y1v5Pzzz9/dU3rEWtUnsOeej+O5z/sst/3r8xgeHSREEJZAvQlFCdkYIBBzS0MIo9DfYLH5cdpaNORjEPvpifYBK2aQpm0Qx2DPUOs4WgDZCJDZZjoLCOMELYmxD7IU1TlgGbCIahthJLVGWAAqoBVEM6AGshS0Ze0XVFFskzqGphUehDErBIhTqXWE2sJlGI3zSBhDy8LSHFhq89IBIKQCB9JG/ABQsS4VBJCSoMNWBLBtPBVLbdDlWBJCC9WISBvVJagGoJXO/BjW2qAERqwIoOyngo+02S45DGWgQ/Z6uRGyvYCOtcYoBbJxS34IVcp8nKhVNN8nJSBUrGiECtBDpYrSJDCLyBLQzan1Rg3YAvL41JZhADS3dg4xS+dixM43S1M7jYCEFprVUG3bnPOxlJixD+i0FVvoGLARDWlOoQpUISwDzez8ZeN2TRkFmmn9LUDQoGjsg+wBug6yJzA73+ETn9nA8567miftPZHaTfTRrMbkbM6hv38rP3pgmi9/8VP8zu//0Y7/pdkJ1q5dy5ve9CauvPJK9tlnn194HBV/Nsk555xzzjm3a/i/PpxzzjnnnHPOuZ/hFa94BSLCaaed9pCf/eVf/iUiwgte8IKfOcb4+Djvfve7+cAHPsDk5OTOmupO9e1vrwWpsdczr+LHm9pEJtGAPeGeVy2ev9wEWYDYtkj8bBzKuRTZn1lxghSQVWyDXQOUG1EpiKEBCKI9hM02BgXWAmAMpI/ECbLYJ+gU0CCwiOocIhlRtxJCZFuagqLWAkFnEY1WLEAJTCPSRUWJLKAMgRYQJ7Fd71nbXNfc2kdIjpZbkFCCDABde5/MIsxaAD09RBtAGyuciEAX0SZK384VEHUKoUS1idC292kPkXlUBxC6BImIThOYQCgJ9K1gQ3qgGyEE0DbEtJ5iQ5r3pLVVyEZt3tqDMrWUiEVKGFBU26hM20UVSdeiD2yGkFk7A+mhVNO8g52b0AcdAWaBniUtxE3pnGJFEbFnLSO2FWiEqt0j5f1oqKRruQCyzFo9yCJWcLIZdAnb21uoWDsFCqvikNyKWMoNqNg6rvzCZk7442s54g+u4IijvsLhL/gKLz3j3zn8Bbeyz8GXMfrES/mrd1zPUw49j0N+78t863uRXiGc94/3sOqAT9Dt9bj3zn/7lSlEALjqqqs4+uijOfzwwx/lSLulTYNzzjnnnHPuMciLEZxzzjnnnHPOuZ9j1apVXHHFFSwsLGx/rSgKPvnJT7Lnnns+rDFe//rXE2Pke9/73s6a5k41NjbG3ff8iMHhJs86eg3f+C5oWLCiAyZBpqAyCOVWYNE2xukAc5aKIBOQVyB0bUNa5yBuQrMmUQJlPk+ZKZRbEGkgcQbb+O7Y+GRAn6CbyOMsmXYQZhDpgU4hZKA9a2cgi4jMEBCUgOgWYBp0E0gLZRGkbe0emAEJIAUiMwgFEhZss5y0mR8EpQK6Jc1nJs0nEJkBuigTiNSBviUoSBekjaUfRDTMIxIhdBE6Vlwgc7YhrwPABEiHUG4ij/NkWiLlRiTOApsgq9s8mUyfmbMWGLG0cy49CB0793Ts3Oks0LRCBSaJWds29sMQMAUspMKRrq0nTmDFFgtoKK1dg0zZmjSmMbt2TZmx5IU4acfUSftsaFrCBHMQ54F2atewFUIPZMHmF3vAPBI3YOkVM5a4IAvpnA9aogYLNlfpQTZILLfwopfdyEkv/wLr1repN4apN1rUG2PUak1q9RGO+F9P4otXv5t2u8ttN19Nry8c/HufpfaEKznnPbfyspc+m3vu+S4r9jxix/+i7ERPfepTueuuu3b3NH5RwyJykYi8cHdPxDnnnHPOObfreJsG55xzzjnnnHPu59h///154IEH+MxnPsMpp5wCwBe+8AXq9TpHHHEEExMT3Hvvvey9994P+exee+3FvffeyxlnnIGq8uQnP3n7z7Z95uabb+aQQw7hyCOP5IYbbnjIGF/96lc58sgjecITnsBrX/ta3vjGN27/2ZFHHslTn/pULrjggp2w8gfL85zPfeECTnvpm3ju0Vcz/6M/Ju9vJpRdCDmWZNBJG9YAKSUhX0zJBHMWl888sEiUKiqLxACIovSIIUe0nZIAukDPUhWYt0QAesAMQoOIYpv/EXQBpWHHpwdkRISMRXvyX3tpM38BpUukSEUJBcIiyiJKD2hbYQMFQhulhDiPhDpKH0s/qKbvAaHA0gHqQBulh9AH7adWAjm2Wd+3h/y1kt6/iGiXLPZA51A6QJssFmTaRiWnH7A1Sx/iAmCpBdvWh2ra8O8CktobBCv2oADJiZITpUoZ+sSgxNADFKGHajelGGSg6bxJYX8HW48WCGVaby9du2jtE7alJLBgx2UxFS100ngp/UK7KX0hWuKEhNQiomvFHzqLktk4WtpamEtjty0pQRZ59Z/fymWfuQuRjBtu+NpDEgLm5uYYHBx80Gv7H3w0a+84mqIo6PV6DAwMPNzb/ZfK1q1b+chHPsIznvGMRzmSpN+DXW5GVV+1Ow7snHPOOeec2308GcE555xzzjnnnHsY/vRP/5SLL754+98vvvhiTjnlFEQsgnzVqlVs2LBh+9edd97JXnvtxZFHHkm73eaSSy75uce48sorHzTG6aefzvLlyx9UwLC7HXbgyay9/YcURcnNPzyAXn1v0CrIIGjNvtMAaukJ/CbEin0n/VwbxGyEsrqSMhtCszFUWkAVzZYQwyAxDKe2CNvGbqXjNBGtIjSBOqoVoIFSQXUAKwqo2jFkgEJG6GcrKMMwZRilkCGijIK0LJEgDqDatE1yBoA8/b2BahVhAKSKah10AKGWjldHqae1VlEGiFpJP6+jbPtME9UcpIFSJZSBvN+hsriVenuCameKaneG+uIU9cVNVPttQqmEIlApOkCNGJagMgBSs3mHhn2XQVsr2+Y/CNpM52kAaKLSosiXUuTLiWHEzo/afJF6Ol9NoGLtILRiBSPaSscepmQApYWSrgF1G18bbN6c22e2j5fmQxWoIGJjqwyhDFjBiLbs81JP16H6/6ylnuZRBVqgFSLLefYffJNPfvouznnbH7N169QjblWQ5/mvbCHCV7/6VQ466CD2339/zjzzzN09Heecc84555x72DwZwTnnnHPOOeecexhOPvlk3vjGN7Ju3TpEhGuvvZYPfvCDvO1tbwMgyzJWrFgBQIyR0047jRUrVnDhhRdy9NFHU6/X6fV6P/MYY2Nj2/98xRVXcMkll/DVr351+7i/LLKQsc/qvTjt5Rfwjet+j2p1D0LRhmwJUIfQsg3lchKygdQaoAJhGMqtaDZGzEo0GwW2PcnesIh/VZAWQguItgGvfXucIqyy9gRhANVFglRARlAgSIuoU0DLkg2kjtJAtQQp0VBBVZDQQqNYKwYNqZ19G8IqhBlU6pbmQAXCmM2BMaxVQY4yhEUcDKIEQK09gwpWpJARyBFRVAWljcgSRDoINUL5AEJGJVpxhsgwohHogixJ440hGlHtIAyknwcIjwfdanOWADIPlcdBnLVzqx07V9lyYlA0GyGGAej1ISxBKRFZgqUmVLH/LTSU0hdWAlMQYioEmEdlGSILhKwJ4XFosYGzz72Lqz7/HTZsWGB+oYcqHH7YKtZ89lju31jnmi/cwSEHj3PYIWNU84olN4Rx0BoqXYQBYpxHwjhQRySzQpQ4BTIOEvnqjSXvu+AbfP3G9QwMVCkKWOyUfOuWNfzWfs9J7TAeG6677jpe/vKXc8kll/D85z+fubm5Rz2m2k3vnHPOOeecczudFyM455xzzjnnnHMPw+joKMcddxwXX3wxjUaDI488kj333POnvvev/uqvWLt2Ld/85jf513/9V77yla/wwQ9+kNe+9rUP61i33HILp556Kh/72Mc49NBDd+QydphrrvkST3nyb/Kil/07113yW2i+B6J90AIoIEjaXC9T9H5pm+jZcpA2SjW9Zhvf9nT/AoRlEHsQCtC6tQ2QpanNQp9t0f9BqhTU0tiKiiAyBvRQMoQ+QYbQrEAYQuMkIqPWdiEE+5z20xP5JUIPiIhiCQABG0sLRCKqkZCNEnUCkRZIJBAhDKI6RwijRC0JCFCgWiFIlah1hJjmCZqPkfXnCRqxtgjR1hSWgW60ogL6IJDJMKILEJZYKwzJ0vorUKlDUU8tKmJqi5CnVg19ypCjmRVjaLaCyI8IYdBaJmSD1vZBs3R+B6yNRoypQKOCMoAA375tM6945ddZd9cWYlTyPOO4Y36b01/9JPba83FMTU3z5r++mCWrPoRqZLA1wEK7Q5YJH/mHw/mTEw8EKW2OUrF2DNlSFIVYIEQEUFkOMsdzjvp3/uM/f8jqfVZy9lv+mI0bNzO/UOe8v/8oIyMju+r2/qVx7rnn8v73v5/nP//5u3sqzjnnnHPOOfeIeTGCc84555xzzjn3MJ166qm8/OUvZ2BggHe9610/9T2f+MQnuPDCC7nxxhsZGxvjpS99KSeddBL77bcfAKq6/b39fv8hn3/ggQc49thjOfPMMzn55JMf9LMQwoM+/z+NsStMzd0NwGv/7DfQMA/9EtEexBnICpA5CMuhnIUwCVGhXIQwCjptm99at010qdkT/wSIfdu0LhcR2paqIGotIOIDQB9lFmQFwiwEKz6ARWAE1XlE5lAyNBZAicoigS5oF6GG0kVZQEhzAFQ3Aj2sTYAVRIhMoBSoLoAsIepmK7hgDmUElQyNHVuKdoEGUbuItEGEqKMINaJuRVi0dcYKUk5D/HEqiGgDDTsPoQvljLUuIAfmCaKWGhCWQnk/MGdFCbrEkiTKDfYZrUD+eCjbEGaBFmWopPYRkxAWKVlAqCNxAdFpK0ygZkUj5WZgIZ2LUUod4wXH/TM3fO0+nv70J3LDDZ/mwAOfQavVesi9cMpp57NmzRoOPPBA9tprL2KM/PnrTuDU1/wL99w3z9veuDcwY2/WEWvfESeAaTQGCD2itjjp1Bv5P7fcz/e//32e9KQn7Yzb9lfCzMwMb33rW5mZmeFHP/oRxx9//A4+gndtdc4555xzzu0aXozgnHPOOeecc849TL/zO79DtVplYmKCY4899iE/v+mmmzjjjDP49Kc/zQEHHMBZZ51FjJFLL72UdevWAbBhwwaWLl0KwG233fagz3c6HY499lgOPfRQ3vGOdzxk/KVLl7Jhw4YHvf8HP/gBBx100I5c5sPytEP240lP3puX/NGXKIrI0iUtXvLCfXnPWXtQD5NWbBAiIKmlQAAEFdCQ2c/JgGBP6CO2OS5121iXvrVVoI+1a8jTU/uZhcxLQV52iToPoUGUASClMlgEQ2qjkDoxaB8l335MIVhKAvxkHtg8REpUIrr9Z4KQoVFRScUTEmx8kVSIUAEJiGxbk4JElALRNI6CSIFmIU0zS+NnNg1dhNBIaRFZKjqYBx0EqmkleRpb0/kNECtQBkulCBUolaxYQLMOZWp9odpLhR0VVDOQajq3aa7WB8PGJXL++2/mpm/8mK997escfvjhP/NeCCFwzDHHPOjvH/zQVez3W6/j9Nd+iPpAzhtfu4wQu8C2lIwMtEIMNdbe0eeoF13J9EyHNWuueUwXIgCUZckFF1wAwGc/+1kqlcoOHF1Q2S1tGoZF5CJgjaqu2R0TcM4555xzzu16XgrtnHPOOeecc849TCLC2rVruf3226nVag/62caNGznuuON4zWtewzOf+UxuuOEG3ve+97HHHnuQ5zn77rsvq1at4pxzzuHOO+/kuuuue0i6wqtf/Wqmp6c577zz2LRpExs3bmTjxo30ej0Anvvc5/KpT32K66+/njvuuINTTz11ezLC4uIil112Ge985zu57LLL6HQ6O/Vc1NiTz19zNYceehhfuOZznHDCi/jk5+5idP+vcPN3m9Z2ALGn4MNSoAGylCiBUpaijAB1CCPWJoCmtWOQWmob0ILQspQCcqAKYQkwYK8pIE2CDhJijsQhe41hYBCoE6QFtIABVMawFIAmaBOlCYzbBj01YMzmyJg9rZ/+DHV7Tas2N5aADgAthAFU6yAjQAXRJqpN0AbIMEIDVQFGrciCUSgFlUE7P9KyuYahNPZyVFpoGEJlCNVGOid1W78sA2lAGLf2EFHRsJwYBon5SmI2QAwNtLIcaKJhCKEKUgEZt3VrC6WF0kQZtvUQ7bsMpLkO85nPfp/fPuxJP7cQ4Wd55Rkf4P3nv4q3vP2bPOcPv8O3vjsIMmYpGYxS6Aiv+8u7OeTZa1i9+nFs2rTZ2xEAY2NjvPOd7wTg9NNP5/rrr9+9E9oxZlT1VV6I4Jxzzjnn3GOLFyM455xzzjnnnHOPwODgIENDQw95/Qc/+AGbN2/mve99LytXruTII4+k2+1SFAUAlUqFyy+/nLvvvpsDDjiAt7/97fzN3/zNg8a44YYbWLduHatXr2blypXbv2666SYAzjrrLJ773OdyzDHH8LznPY/DDz+cpz3taWzevJnVq1dz6aWX0u12ufTSS9lnn324+eabd+q5+I3V+/G1r93IHxx1PP944ceZnJrhgP2eyIvOuIVepQFlH2gDvRTNvxVin8ACBLXCgGKLJQJILaUANCButsICzSDOWVKCzv0kOSHOA32gA/QJ5IhOAh1EFq39ATUi0xC6qNTTe+sQt6Sn/zPQBdAKInPWJkFr6XsaW3vAAOg8IjNps34RqKM6g7JAILWaoE5kAqEAKqgW1rKBiNJBtYrSJeYZIc6k9hQVS4goN6YiiXlrG1HMAZOQDVgbh9C09hdMWQFD7KGxjaLE2EazQTT0UemjQYmhQLM6EkuU6Z+cW6kCXRuHup1i2kTNUJlNBRCR++7dwh3f28Kb/r8XP6r7Q0R43Z9/iC9f90G2bFWe+ZzP0VhxMb912Bo+cNFdPPuor/HxT97Jxy46jRv/Yy3DwyOP6ni/Tt761rfS6/X49Kc/zYtf/GL2339/7rjjjh00etgNX84555xzzrnHIvnvvSadc84555xzbncTEf11/LfK3Nwcg4ODu3saO9VjYY3w89dZqVQoioLx8XG2bNmyU+eyuLjI6tWr+fCHP/ygqPyrr76aM844g7vvvpt6vf6Ix/1Fr+X69et50pN+g+NfsBef+ujzqfSnbdNfepDtQZQeKhkx66OhArI8FR5sYHtrAllmBQBMYqkFGTACTANzWGKBpPYCiyAdYng8xba2CdIHhH5czu8+5x+4554J9tl7mDe8/mCOOfoQNC5SqcyiVJlvt2g1a6CzCHMgQ2hqqYAsgnYQlqAyALoJSxEADSsBoWTaOk4QEMZTAcIUSJ6SEwBRhBmgSaU3CwjV7o8RbVvKgTStIEGjtY6oPd7aLrDBulwgEFZZ0YZuQKWGhmFUNbU7mACxNAhQex8dynwPIkPMLhS0mlbAITKOUgG2gBYILVQA6ghbERX+/3Pv5R8v/BpTk3cQsn0e8T3wP+kt/h+u/Nwnufwzt7DmC99EFe747id48lNORKT6qMf/df3vz4033si73/1ujj32WE466aSfuUYRQS2O46c68OCl+uX/PG6nzPNnWVb937eq6iG7/MDOOeecc8653cpLk51zzjnnnHPOuR0sxsixxx7LhRdeuNOPddVVV7H//vs/qBAB4JhjjmH//ffnyiuv3Olz+H+tXr2af/rn9/K5NfcyvWUSiknQrfaEf7kF0Q7EDaAzKZlgCnQamE/v66S/T6FxHnQz0E3JCBOWVqBbsKSDWWDCCgbKTWQ6j+gWG5MOf/j8D7HuzgleffrvUa0N8IpTv8TQ6DsYXvIe3vq2m4GtloKQCh+ULsqEja3ziE4j0kVl0goVtANMIrQRZlDmENk23y4wRyazqYjBkhPs9UmUPjBNDAosoExaWkGctHMRF0E3IeUc0tts62LB1qptYNoSI1iEOIHGGaBI56xnqRO6gGqHyCylFESdR2Vb0sNWBBtHmEPoAHOoTAIFypQlKzDHxR+/icP/10E7tBABoNp4Jif98QX8y+f/k4mJSdavX89TfvNPdkghwq+zww8/nDzPGR0d3UEjym74cs4555xzzj0WeTGCc84555xzzjm3g+V5zitf+UpOOOGEnX6s9evXc8ghP/2B44MPPpi77757p8/hvzvpuDew16ql7P+cayEbtqf2pQIyiGiVUOZAFUs9aGLJBw1rgyAV+7M2rL0ADWAIKNPT/wFkGKikMQaBDJEBgio/vGeBD/zDXRz57DV885s/5us3fpx3n/t5bvqPuymKiKry93//bt73D98C6qn1QonKIEKWjlUBqaDSRDUDHURRJAwgaY5KHdEqojlIAyEHakStAzlIBaEG5AgtbEO2RZkNUWQrUWmm+Q+ANCDUQAcs9SBvpddrIC00NC08IoygVNAwlM5NFRhOaRJDIDkaWpTZMEU2ioZBa/sguc0bO7eqtdSeopbmWEW0BZrzuavnmJhs86lP/eNOvUdGRkbYe++9d+oxfp3cdtttHHDAATtgJEEl7PIv55xzzjnn3GOT/2vAOeecc84555zbwSqVCps2bdolx1q9ejW33HLLT/3Zrbfeyj777Nin2x+utbffxZat8/zTmkGQKjBiSQgMItk4ttk+YikGMmKtGRgCltvT/lIDRlBGQFoQlkK0DX20sPeGJWxv4aAdzn3P9/jNA6/g7877FkUxxDe+cTn773fiQ+aWZVYwct11gX/+7ASL/SXW3UAHIEYbW0ZBM2AwtWoYAhlHtYnqOKptlC4whugA6BJUZ+0AOgI6gjAIDBK1RHWAqGqFFKFFUd2bmK8AqlBuBlkBDEN1JcQ+yDxke0AYtu8yAiygYQylbudDBoGCKCOUUqPI9iBmYyjjIMOo1lCdABlFtYUyjmoEmUPDUpRRO7+xCdIGhrjtO3MMDg4wPPLUnXl7uEdg8+bNTE1NsXr16t09Feecc84555x7RLwYwTnnnHPOOeec28H6/T71en2XHOv4449n7dq1XH311Q96/eqrr2bt2rUcf/zxu2Qe/11rcJAnPXEPrv7iLWlTfw7CCMRNqJZAYa8xAroIOgmiVojAqP1cOhYosK1VQagCiyBNK2KIbSC3dgcyxD9/7vuMjjaYnLyN2267nac//UWIPDQi/jWvOZPH7bGUE17ycc4//wusWP42zv3b25GgSDZobRd03samDTKIahcttwAKzCLaAK2izIAoyjRCCwXb2JeSqG2UaQINRLqI1FDmUeaIIVhbCCmAJVBuscnFacgalnRQToJGKDeC9lAdRrVt6RG6YC0epGntFbIhlDYxzoOAaBeksHOu0ykpfw7IQFt2HO0AEWTKXmOeV522H9PT80xsvXbn3RzuEbniiis46qijCGFH/W88b9PgnHPOOeec2zXy3T0B55xzzjnnnHPu18nHPvYxYoy8+MUv3iXHq9frXH311RxzzDF8+MMf5uCDD+bWW2/dXqCwq4oifppqtUrR74JOWCuBuBXCMBInIGaQBUsA0DrQAZ0FRkC6aaO8jTAHMmYDxgmQ0ooTwjKIiylZQfiny9fxX3duYc2/vI8s2/fnzuueex8AYGrmDj74gffzrnd+nPe85+s86/BVXPm5l1DJu8A0oCATiCxHywJhDpWazZeA0Ed1zgoRpEegb4kJuojIMEIV1cmU5jCFyBKgRHQCtI3E3IowYs/WQhNIRRbSTYUWgyARZQLogfYAgVBH4xY0yymZRcI4GkGYBCLbN4E1T9egauNqBZE+Shsr+hgF5vjWtx/g2OP/jRUrxhgZPXCH3QfuF/fDH/6Qd77znVx77a98cciwiFwErFHVNbt7Ms4555xzzrldw4sRnHPOOeecc865HeijH/0oIQQOPfRQhoaG+OxnP8vY2NhOPebTn/501q9fz1VXXcXdd9/Ny172Mo4//vgdWohw6qmncs011zA/P4+IbP8KITzkzyEEQghs2rSJ734vsOoZPyYEQSSQhQoSSvt7CISQkWU5QQpCJgTJCVkgCGRZpCyVPA9cecUL2bhhms9f8yP+6szfQmQR6DIx2ebiT27kvPPXcdRRv8tRL/zzR7SuPOzJ287+3/z1WR/msssu4/Wvfw17PO59vOudz+H0Vy1FKSDmEDogHZQ+qCChQMlR6YEWKF2EClF7iPTS6D0UTQUUPaCCJTsI5/7dOt77vm8zPJhz8gl78p6zlrN16zzfu2uW7907y9vPu51Op2D23qdbcgQdLE2ig6UbLAIgUmCFB1WUTjpugVICXYTMjk/xf9u79yip6/Pw4+9ndgFdBBcTELwUaIp4hVRFEz3eiAkBqyamMTYmcg5tvSWhPwtBTX6m/SWn1kiJ1ViiCSbmxCaEeqlFq3GradCoWElQMN5iUfFCvCB3XHZ2nt8fM9gNZZdd2N1hd9+vc+bMfD/z/Xy/z7PPzn7PzH7m8ylP6hBNlZkcynETTdzy499w5d//kpdfXsOHP3ww9977GLW1g3btF0ad4sknn2TYsGEccsghnXK8BLI6E6Wuzczzq3FiSZIkSdUTmVntGCRJkiTp90RE9sb3KuvXr2fQoN79D76+kCO0neeKFSv48pe/zKZNm1iyZAnDhg1j2bJl3RzhrmuZ489+9jMmT57MjBkzGD9+PM3NzTQ1NdHU1ESxWHxvu1gsvndfLBZZs2YNWWqm/4A9KDU3Uyw20VwqUSwWKZWSYrGJYrGZ0nttJZqbm9+7LxaL1NbW8uijD7F27UYACoWgVErq9uzH8H0H898vvs2gQXsyYcKH+Jd/6fjAj21ruWnTJs77/CQa/mMJr7/yecrLGOwNORjytfLSB9SQhQOBAs28SUQJsoZgOMl6YB1EARhIZnn2hHK/AsEg5v9kLpmPdAAAEPtJREFUJef/5feY8dd/zca1T/H9H91PY2MTADU1wR577MERh/0Bjz72LN+95lj+4vPDyMIfkLkeci1EAIMoD25opFgTlAqDSPYs/7eZjUQ0AXuR1LNhw2b2GliZLSH2I2kmWMvatcGJp9zKihVvMeljx/Lt629h9OjR213aoifojX9/SqUS5557Ls3NzSxYsGCHOUYEmdlqAccfPSzvW/yZLom1LcNrr1+SmUd3+4klSZIkVZUzI0iSJEmS1IlGjx7NrbfeCsBdd93FWWedVeWIOkdNTQ2zZ8+uyrkzm1m/dgnQn18+/ARnfeoCppx2Ihs3bubOOy/nsMOPJArDO+VcdXV1zJo1ldvv+CXF4kBq+wWUsrycRGG/yrIQAyuzEASF2JfMdUTUk2yoDAYYBFkgqAPeJWII5BqIwTyxdBMXnP89Zs2ayVVXXQ3ZzNzrl7J6dSP19f0p1AyCbIQB47js0ou5aOYNjDno85z4oY0ESRaGlCc4YDDlNRn6kwTJ+4BGYA+gUFkqohbiXYih5cEQhcE8/ZvN/G7Vmzz+6zf55jfvY5999uGlF3/Ofvuf0GMHIfRmhUKBkSNH8qtf/araoUiSJElShzkYQZIkSZKkLjJ27FiKxWK1w9hlJ5xwAsVikXXr1jF48OBuP39EDYPrjwFg8pQPsnnz1C4938EH/xGZyXPPr+LQQ+ohBpWXZogtZG4BikQMIqkB1hCREFugVENEkrkBqAHqgIGU8nfAFkqlRs4843scd/z48kAEgKiBAUexz4j/HcdV35zLiy++yEdO/xFfmXEsX5t1GIXCeqAfFEoQdZR4nRIFyGaS4UTUQq4uLwsR/SELvPnWWv7+qkXccOOTNDY2UVNTwx579ONP/3QKP/jBbRQKVZm2X+3w/PPPM2fOHFauXNlJR4xqLdMgSZIkqQ9yMIIkSZIkSV1k5MiRZOZ7yw30VHV1dQC9YmBFezQ1vQPAkPpGtmxZTW1tE4XCELL0KluaNvBPc19lwa2vAAFRgkz69YPr/+kMDj28PxGbISEpArWUShu5+aYnmD17Oe82NnH3v/+o3bHM/+m/88dXXsTffP0mZl/3OAeP2YsTjhvM2Z8czYSjDiD6beHll9YzfcaT7L9fPdddexKFQmWZhixy4/de5Vv/+BvWrXuL6dM/wZVX/pCamj275genTjdq1CjGjBnDc889x/DhnTP7hyRJkiR1l577SYgkSZIkSbu5/v37A7By5UpGjx5d5Wh23qpVqwCor6+vciTdY+/6/fnAB/bnoEPuoFRKCoVg/PhRrPjv11mz9l1qa2uYOPEU6ur2eq/PQw/9nGnTFvLI4vMJXoOo4c03Ctx22wvMmd3A6tUb+cipE7hp3g0M3uvwDsVz6Ve+w4xZ3+a7372Bu/5tHrfe+VvmzltJqZREQCaMGvU+Fj34HA8/8jZf/MLhnPtnQ9m4qY6v/e0i/vIvPsW3rrmls39M6gb9+vXjqKOOYsWKFZx44omddFSX45AkSZLUPRyMIEmSJElSF6qtrWXFihU9ejDC7bffTl1dXZ+Zzr+29hiWL3+Uu+/+Occf/yHuvvse5s+/jcmTz+Kii85j//1HEzHo9/rcf/9/MGXKFIYP/Tv23rs/q1dvoqmpmb322pODDjqI3/72XuoGDqAQQ3YyplouvviLXHThVDIbIRtZv34dr7y6mjEHjaW2Jnjm2d8wbdp0Zl32INP/zxYADjxwKJd/5Zpd/pmoesaOHct9993Heeed1zkHjL7xOpYkSZJUfZGZ1Y5BkiRJkn5PRGRvfK+yfv16Bg0atOMde7C+kCN0LM+BAwcyd+5cpk6d2sVRda6WOY4bN476+noWLVpU5ag6X2f+zjY1beaaay5l1aq3+fBx45k4cQL7DDmJ6OZ//jYXn2LtmlcYMKCWur1OZsOGTb4ue7B33nmHiRMnMmPGDM4888w2c4wIMrPVqQ/GH71v/uyxc7skzraMqLlmSWYe3e0nliRJklRVzowgSZIkSVIX6tevH2+//Xa1w9hpr732GsuXL2fx4sXVDmW316/fnsyadV21w6Cm9jD2ef9h1Q5DnWTIkCGcfvrpvPDCC51wtCBdpkGSJElSN3FeNkmSJEmSutDmzZsZOXJktcPYaTNnzmTEiBFMmDCh2qFIfdbAgQNZu3ZttcOQJEmSpA5xZgRJkiRJkrrIokWLaGpqYvLkydUOZads2LCB2267jW984xvVDkXq00455RSOO+44Xn31Va677jr23XffnT9YNy8bUrF3RHwXWJiZC6sRgCRJkqTu52AESZIkSZK6yPz58xkxYgR1dXXVDmWnnHbaadTX1zNz5sxqhyL1accccwxTpkzh4YcfJjOrHc7OWJuZ51c7CEmSJEndy2UaJEmSJEnqImeffTavv/46q1atqnYoHbZw4UIefPBB7rnnHgoFPz6Qqu2ZZ55h/vz5DB8+fJeOk0S33yRJkiT1TX6aIEmSJGmHIuL7EfFGRCxv0TY7Ip6JiCcj4o6IqN/muccj4qTKdiEirouI5RGxLCL+KyJGt3XOd999t+sSkrrJySefTE1NDYsXL652KB2ybt06rrjiCi688EKOPPLIaocjCVizZg1Dhw7dqb5br+MQlD8O7O6bJEmSpL7IdwOSJEmS2uNm4OPbtDUAh2fmOOA54HKAiDi48vyJwBcqjz8D7AeMy8wjgE8Ca9o64SWXXNIpgUvVtGjRIkqlEpMnT652KB0yadIk9t57b66//vpqhyKpYuLEidx///072/1m/vd1XJIkSZK6lIMRJEmSJO1QZi4CVm/Tdl9mFiubjwIHVB7XACUg4b25mUcAr2dmqdL3lcx8p61z3njjjRx99NE8//zznZSF1P0WLlzI0KFD6d+/f7VDabebbrqJxx57jHnz5lEoFGhoaGDatGnMnTu32qFJfdoll1zCvHnzePvttzvct+V1PCO6/SZJkiSpb3IwgiRJkqTOMA24ByAznwLqgIeA71SeXwCcHhFLI2JORPzxjg64dOlSGhsbGTt2LHV1ddTU1HD11Vd3VfxSl2hoaODQQw+tdhjttnr1ai6++GKmT5/OmDFjOP/885k0aRIPPPAA06dP59RTTwVg7ty5XHvttWzYsKHKEUt9x7HHHsvkyZO54IILqh2KJEmSJLVLbbUDkCRJktSzRcRXgSLwz1vbMvNLLffJzFciYiwwsXK7PyI+nZmtzjc9evRoHn74YVasWMGSJUtYsGABDQ0NXHTRRV2USdfbuHFjtUPocn0hR2hfnm+99RarV6/m2muvZf369d0Q1a777Gc/yxFHHMHXv/51Nm7cyNNPP81HP/pRbr31VpYtW8Y555zDBRdcwL333suAAQOYM2cOV155JWeeeWa1Q99pfeF3ti/kCH0jz0MPPZSGhoZd/Jvid5MkSZIkdY/IzGrHIEmSJKkHiIhRwF2ZeXiLtqnAhcBHMnNTB441Exi57aCFFs/7RkWSpI57KTNHbe+JynV8GfBsi+b3AUOB5ygvsdRe+wL9gZXt3P+tzPx4B44vSZIkqRdwZgRJkiRJOyUiPg5cCpy0o4EIEXEksCozX4uIAjAOeLK1/TPTBaYlSep8L2Xm0fDedfxbwOjMfLOtTtu5jt8MPJmZ/9DVAUuSJEnquZyXTZIkSdIORcRPgEeAsRHxSkT8OXA9MAhoiIilEXFDG4cYBiyMiOWUByEUK/0lSVIX8zouSZIkqRpcpkGSJEmSJEmSJEmSJHUqZ0aQJEmSJEmSJEmSJEmdysEIkiRJkrSTImKPiHgsIp6IiKci4v9V2veJiIaIeL5yP6RFn9kR8XhEnFTZHhURmytTZG+9nbcb5vTpynYpIo5uo/+LEbGsksfjLdr3i4gHIuLOiNir0va3EfHqNrnXd32W2427tby/ERFPVmK7LyL2a9GnR9ayxfMzIyIj4v2t9O9Vtaw896WIeLbSfnWL9h5Zy4j4aYv4XoyIpa3071W1jIjxEfFIJaeFETG4RZ/dupYt4qyJiF9HxF2V7VavG9v065G1lCRJktQ31VY7AEmSJEnqwRqBiZm5ISL6AQ9FxD3AWcD9mXlVRFwGXAZcGhEHV/qdCNwM/KKy/UJmfrCbY29Nazktp5zXje04ximZ+dY2bdOBLwF/CHwO2Lo2+TWZ+Q+dE/ouaS3v2Zl5BUBETAe+BlzYk2uZmY9GxIHAR4GXd3CM3lTLPYEzgXGZ2RgRwwB6eC0/s3WHiJgDrG3jGL2plt8GZmbmLyJiGvBl4IoeUsut/gp4Gtg6kOIytnPdaKVvT6ylJEmSpD7ImREkSZIkaSdl2YbKZr/KLSn/w/OHlfYfAp+oPK4BSpV9ohtDbbfWcsrMpzPz2V049NbcS+yGubeR97oWuw2kXDvowbWsbF8DzGqx3RE9spbARcBVmdlY2e+Nyj49vZZERABnAz/p4KF7ai3HAosq7Q3ApyqPd/taAkTEAcBpwLwWza1dN9prt66lJEmSpL7JwQiSJEmStAsqU20vBd4AGjJzMbBvZr4OULkfVnn8FFAHPAR8p8VhPrDNNNondG8Wv6+VnNorgfsiYklEnN+i/XrKsypcCNzSov2SFnn/fJeD3wWt5R0RfxcRK4FzKc+M0KNrGRFnAK9m5hM76N7bankQcEJELI6IX0TEBOjZtWzx9AnA7zLz+Va697ZaLgfOqOzyaeBA6Dm1BP6R8mCgUou27V43tqPH1lKSJElS3+MyDZIkSZK0CzKzGfhgZR3uOyLi8B3s/6XtNO9WU4hvL6fMXN7O7sdn5muVKfAbIuKZzFyUmS9Rnjp9W7vNFOKt5Z2ZXwW+GhGXA18E/qayf0+s5Tjgq8DH2tG9V9WS8mcgQ4APAROABRHxh5Vv3/fEWrZ8Xf4Zbc+K0NtqOQ24LiK+BvwbsKXF/rt1LSPiT4A3MnNJRJy8E4fosbWUJEmS1Pc4M4IkSZIkdYLMXAP8J/Bx4HcRMQKgcv9GG113W9vk1N4+r1Xu3wDuAI7pkuC6UBt5/5j/mQ6+R2mR05nAaOCJiHgROAD4VUQM306f3lbLV4DbK4MPHqP8rfT3VzG8nbLt72dE1AJnAT9to0+vqmVmPpOZH8vMoygPwnihqsF1zPHAGZXX33xgYkTcQjuvG72hlpIkSZL6DgcjSJIkSdJOioihlW/rEhF7AqcCz1D+pu7Uym5TgTurE2HHtZFTe/oOjIhBWx9T/vZ9e2dUqKrW8o6IMS12O4N2/ix2B63k9OvMHJaZozJzFOV/0B+Zmau26dvragn8KzCx0n4Q0B94q1pxdsQOXpenAs9k5iut9O11tazMCkBEFID/C9xQvSg7JjMvz8wDKq+/c4AHMvNztOO60ZNrKUmSJKlvcpkGSZIkSdp5I4AfRkQN5cHeCzLzroh4hPIU8H8OvEx5TfO2fKCyJvpW38/M67om5B1qLadPAt8GhgJ3R8TSzJwUEfsB8zJzCrAv5WnUofx+88eZee8OzndJRHyuxfYnMvPFTs6pPVrL+7aIGEv5W/QvUV6PvS27fS1b27kP1LI/8P2IWE55Wv+pmZltHKen1PIctlmioQ/U8q8i4guVfW4HfrCD4+xOtWzNVWznutGLailJkiSpD4q233dLkiRJkiRJkiRJkiR1jMs0SJIkSZIkSZIkSZKkTuVgBEmSJEmSJEmSJEmS1KkcjCBJkiRJkiRJkiRJkjqVgxEkSZIkSZIkSZIkSVKncjCCJEmSJEmSJEmSJEnqVA5GkCRJkiRJkiRJkiRJncrBCJIkSZIkSZIkSZIkqVM5GEGSJEmSJEmSJEmSJHWq/w9LF2XkrLqjeAAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot GDP-Entity for Tanzania, Rwanda, and Burundi:\n", "# ent.plot_hexbin(linewidth=2, buffer=.3) # plot using linear colormap\n", "# ent.plot_hexbin(linewidth=2, buffer=.3, bins='log') # plot using logarithmic colormap\n", "norm=colors.LogNorm(vmin=1.5e2, vmax=1.5e9) # setting range for the log-normal scale\n", "ent.plot_hexbin(linewidth=2, buffer=.3, norm=norm) # log-normal colormap from USD 150 to USD 1'500'000'000.\n", "\"\"\"GDP downscaling with LitPop for Tanzania, Rwanda, and Burundi (2014)\"\"\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sub-national (admin-1) GDP as intermediate downscaling layer \n", "\n", "In order to improve downscaling for countries with large regional differences within, a subnational breakdown of GDP can be used as an intermediate downscaling layer wherever available.\n", "\n", "The sub-national (admin-1) GDP-breakdown needs to be added manually as a \".xls\"-file to the folder *data/system/GSDP/* in the CLIMADA-directory. Currently, such data is provided for more than 10 countries, including USA, India, and China.\n", "\n", "The xls-file requires at least the following columns (with names specified in row 1):\n", "- State_Province: Names of admin-1 regions, i.e. states, cantons, provinces. Names need to match the naming of admin-1 shapes in the data used by the python package *cartopy.io* (c.f. *shapereader.natural_earth(name='admin_1_states_provinces')*)\n", "- GSDP_ref: value of sub-national GDP to be used (absolute or relative values)\n", "- Postal (optional): Alternative identifier of region, if names do not match wioth cartopy. Needs to correspond to the Postal-identifiers used in the shapereader of *cartopy.io*.\n", "\n", "Please note that while admin1-GDP will per definition improve the downscaling of *GDP*, it might not neccessarily improve the downscaling quality for other asset bases like produced capital (pc).\n", "\n", "*How To:*\n", "\n", "The intermediadte downscaling layer can be activated with the option *admin1_calc*.\n", "\n", "The option *adm1_scatter* produces a scatter plot to compare the modelled and observed GDP per admin-1 region." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2021-03-05T11:36:15.558523Z", "start_time": "2021-03-05T11:35:04.598448Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2021-03-05 12:35:04,600 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:35:04,600 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:35:04,601 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:35:04,601 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:35:04,603 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:35:05,883 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30 arcsec.\n", "2021-03-05 12:35:15,915 - climada.entity.exposures.gpw_import - INFO - Reference year: 2016. Using nearest available year for GWP population data: 2015\n", "2021-03-05 12:35:15,915 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2021-03-05 12:35:29,960 - climada.util.finance - INFO - GDP CHE 2016: 6.713e+11.\n", "2021-03-05 12:35:30,613 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:35:30,614 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:35:30,614 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:35:30,615 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:35:30,634 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:35:30,639 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:35:30,649 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 26 s\n", "2021-03-05 12:35:30,649 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2021-03-05 12:35:30,650 - climada.entity.exposures.base - INFO - category_id not set.\n", "2021-03-05 12:35:30,651 - climada.entity.exposures.base - INFO - cover not set.\n", "2021-03-05 12:35:30,651 - climada.entity.exposures.base - INFO - deductible not set.\n", "2021-03-05 12:35:30,652 - climada.entity.exposures.base - INFO - geometry not set.\n", "2021-03-05 12:35:30,653 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2021-03-05 12:35:30,694 - climada.util.coordinates - INFO - Setting geometry points.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/ckropf/opt/anaconda3/envs/climada_uncertainty/lib/python3.7/site-packages/geopandas/geodataframe.py:91: UserWarning: Pandas doesn't allow columns to be created via a new attribute name - see https://pandas.pydata.org/pandas-docs/stable/indexing.html#attribute-access\n", " super(GeoDataFrame, self).__setattr__(attr, val)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-03-05 12:35:33,584 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:35:33,585 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:35:33,585 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:35:33,586 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:35:33,586 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:35:34,951 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30 arcsec.\n", "2021-03-05 12:35:45,048 - climada.entity.exposures.gpw_import - INFO - Reference year: 2016. Using nearest available year for GWP population data: 2015\n", "2021-03-05 12:35:45,049 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2021-03-05 12:35:56,929 - climada.util.finance - INFO - GDP CHE 2016: 6.713e+11.\n", "2021-03-05 12:36:09,579 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:36:09,580 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:36:09,580 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:36:09,580 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:36:09,599 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:36:09,604 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:36:09,613 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 36 s\n", "2021-03-05 12:36:09,614 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2021-03-05 12:36:09,614 - climada.entity.exposures.base - INFO - category_id not set.\n", "2021-03-05 12:36:09,615 - climada.entity.exposures.base - INFO - cover not set.\n", "2021-03-05 12:36:09,616 - climada.entity.exposures.base - INFO - deductible not set.\n", "2021-03-05 12:36:09,616 - climada.entity.exposures.base - INFO - geometry not set.\n", "2021-03-05 12:36:09,617 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2021-03-05 12:36:09,663 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2021-03-05 12:36:09,665 - climada.entity.exposures.base - INFO - category_id not set.\n", "2021-03-05 12:36:09,665 - climada.entity.exposures.base - INFO - cover not set.\n", "2021-03-05 12:36:09,666 - climada.entity.exposures.base - INFO - deductible not set.\n", "2021-03-05 12:36:09,666 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2021-03-05 12:36:09,667 - climada.util.coordinates - INFO - Setting geometry points.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/ckropf/opt/anaconda3/envs/climada_uncertainty/lib/python3.7/site-packages/geopandas/geodataframe.py:91: UserWarning: Pandas doesn't allow columns to be created via a new attribute name - see https://pandas.pydata.org/pandas-docs/stable/indexing.html#attribute-access\n", " super(GeoDataFrame, self).__setattr__(attr, val)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-03-05 12:36:12,591 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2021-03-05 12:36:12,591 - climada.entity.exposures.base - INFO - category_id not set.\n", "2021-03-05 12:36:12,592 - climada.entity.exposures.base - INFO - cover not set.\n", "2021-03-05 12:36:12,592 - climada.entity.exposures.base - INFO - deductible not set.\n", "2021-03-05 12:36:12,593 - climada.entity.exposures.base - INFO - geometry not set.\n", "2021-03-05 12:36:12,593 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2021-03-05 12:36:12,594 - climada.util.coordinates - INFO - Setting geometry points.\n", "Done.\n" ] } ], "source": [ "# Initiate GDP-Entity for Switzerland, with and without admin1_calc:\n", "\n", "ent_adm0 = LitPop()\n", "ent_adm0.set_country('CHE', res_arcsec=30, fin_mode='gdp', admin1_calc=False)\n", "ent_adm0.set_geometry_points()\n", "\n", "ent_adm1 = LitPop()\n", "ent_adm1.set_country('CHE', res_arcsec=30, fin_mode='gdp', admin1_calc=True)\n", "\n", "ent_adm0.check()\n", "ent_adm0.set_geometry_points()\n", "ent_adm1.check()\n", "ent_adm1.set_geometry_points()\n", "print('Done.')" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2021-03-05T11:36:29.647838Z", "start_time": "2021-03-05T11:36:15.560778Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/ckropf/Documents/Climada/climada_python/climada/util/plot.py:326: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " fig.tight_layout()\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "admin-0: First figure\n", "admin-1: Second figure\n" ] }, { "data": { "text/plain": [ "'Note the small differences in eastern Switzerland.'" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/ckropf/opt/anaconda3/envs/climada_uncertainty/lib/python3.7/site-packages/cartopy/mpl/feature_artist.py:225: MatplotlibDeprecationWarning: Using a string of single character colors as a color sequence is deprecated. Use an explicit list instead.\n", " **dict(style))\n" ] }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plotting:\n", "norm=colors.LogNorm(vmin=1.5e4, vmax=1.5e9) # setting range for the log-normal scale\n", "ent_adm0.plot_hexbin(buffer=.3, norm=norm)\n", "ent_adm1.plot_hexbin(buffer=.3, norm=norm)\n", "print('admin-0: First figure')\n", "print('admin-1: Second figure')\n", "'''Note the small differences in eastern Switzerland.'''" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Export Exposure Data to CSV \n", "\n", "The method ent.to_csv() can be used to export any CLIMADA exposure entity to a CSV-file.\n", "\n", "Please refer to the exposure tutorial *climada_entity_Exposures.ipynb* for more info on the export of exposure data!\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2021-03-05T11:40:37.788080Z", "start_time": "2021-03-05T11:40:36.029703Z" }, "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "'Examples for region_id:'" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "'Burundi: 108'" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "'Tanzania: 834'" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "'Rwanda: 646'" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Export LitPop based entity to CSV:\n", "# output directory defined in climada.conf, by default `./results`\n", "from climada import CONFIG\n", "export_dir = CONFIG.local_data.save_dir.dir()\n", "# set output file path:\n", "output_path = export_dir.joinpath('LitPop_Exposure_Burundi_Tanzania_Rwanda.csv')\n", "# Export data:\n", "ent.gdf.to_csv(output_path, sep=',')\n", "\n", "# print('Exposure entity exported to' + output_path)\n", "\n", "# Note that the variable \"region_id\" in the exported CSV file is a number identifying the country, i.e.:\n", "print('Examples for region_id:')\n", "print('Burundi: ' + str(iso_cntry.get('BDI').numeric))\n", "print('Tanzania: ' + str(iso_cntry.get('TZA').numeric))\n", "print('Rwanda: ' + str(iso_cntry.get('RWA').numeric))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Map exposure points to Admin1-Regions \n", "\n", "The method litpop.exposure_set_admin1() can be used to map the data points in any gridded CLIMADA exposure entity to \n", "admin1-regions, i.e. cantons, states, districts, etc.\n", "\n", "Warning: the resolution handed over as a parameter needs to match the resolution of the exposure grid in arc seconds.\n", "\n" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2021-03-05T11:44:19.884631Z", "start_time": "2021-03-05T11:44:00.285129Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2021-03-05 12:44:00,287 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:44:00,288 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:44:00,288 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:44:00,289 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:44:00,291 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:44:01,222 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 600 arcsec.\n", "2021-03-05 12:44:06,045 - climada.entity.exposures.gpw_import - INFO - Reference year: 2016. Using nearest available year for GWP population data: 2015\n", "2021-03-05 12:44:06,046 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2021-03-05 12:44:18,475 - climada.util.finance - INFO - GDP BGD 2014: 1.729e+11.\n", "2021-03-05 12:44:18,909 - climada.util.finance - INFO - GDP BGD 2016: 2.214e+11.\n", "2021-03-05 12:44:19,040 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:44:19,041 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:44:19,041 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:44:19,042 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:44:19,043 - climada.entity.exposures.base - INFO - crs set to default value: EPSG:4326\n", "2021-03-05 12:44:19,046 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:44:19,048 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 18 s\n", "2021-03-05 12:44:19,049 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2021-03-05 12:44:19,049 - climada.entity.exposures.base - INFO - category_id not set.\n", "2021-03-05 12:44:19,050 - climada.entity.exposures.base - INFO - cover not set.\n", "2021-03-05 12:44:19,051 - climada.entity.exposures.base - INFO - deductible not set.\n", "2021-03-05 12:44:19,051 - climada.entity.exposures.base - INFO - geometry not set.\n", "2021-03-05 12:44:19,052 - climada.entity.exposures.base - INFO - centr_ not set.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/ckropf/opt/anaconda3/envs/climada_uncertainty/lib/python3.7/site-packages/geopandas/geodataframe.py:91: UserWarning: Pandas doesn't allow columns to be created via a new attribute name - see https://pandas.pydata.org/pandas-docs/stable/indexing.html#attribute-access\n", " super(GeoDataFrame, self).__setattr__(attr, val)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " value latitude longitude region_id if_ admin1 admin1_ID\n", "0 6.807907e+07 25.916667 88.083333 50 1 Rangpur 5492.0\n", "1 6.550797e+08 24.750000 88.083333 50 1 Rajshahi 3255.0\n", "2 3.208497e+07 26.083333 88.250000 50 1 Rangpur 5492.0\n", "3 9.725386e+07 25.916667 88.250000 50 1 Rangpur 5492.0\n", "4 4.105827e+07 24.750000 88.250000 50 1 Rajshahi 3255.0\n", "5 3.375228e+08 24.583333 88.250000 50 1 Rajshahi 3255.0\n", "6 2.811290e+07 26.250000 88.416667 50 1 Rangpur 5492.0\n", "7 1.662658e+09 26.083333 88.416667 50 1 Rangpur 5492.0\n", "8 2.946573e+07 25.916667 88.416667 50 1 Rangpur 5492.0\n", "9 6.430862e+07 25.750000 88.416667 50 1 Rangpur 5492.0\n", "2021-03-05 12:44:19,860 - climada.entity.exposures.base - INFO - meta set to default value {}\n", "2021-03-05 12:44:19,861 - climada.entity.exposures.base - INFO - tag set to default value File: \n", " Description: \n", "2021-03-05 12:44:19,862 - climada.entity.exposures.base - INFO - ref_year set to default value 2018\n", "2021-03-05 12:44:19,862 - climada.entity.exposures.base - INFO - value_unit set to default value USD\n", "2021-03-05 12:44:19,864 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2021-03-05 12:44:19,864 - climada.entity.exposures.base - INFO - category_id not set.\n", "2021-03-05 12:44:19,865 - climada.entity.exposures.base - INFO - cover not set.\n", "2021-03-05 12:44:19,866 - climada.entity.exposures.base - INFO - deductible not set.\n", "2021-03-05 12:44:19,866 - climada.entity.exposures.base - INFO - geometry not set.\n", "2021-03-05 12:44:19,867 - climada.entity.exposures.base - INFO - centr_ not set.\n" ] }, { "ename": "KeyError", "evalue": "'height'", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 12\u001b[0m \u001b[0ment_rangpur\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mExposures\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ment\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgdf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0ment\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgdf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madmin1\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'Rangpur'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 13\u001b[0m \u001b[0ment_rangpur\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcheck\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 14\u001b[0;31m \u001b[0ment_rangpur\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot_raster\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", "\u001b[0;32m~/Documents/Climada/climada_python/climada/entity/exposures/base.py\u001b[0m in \u001b[0;36mplot_raster\u001b[0;34m(self, res, raster_res, save_tiff, raster_f, label, scheduler, axis, **kwargs)\u001b[0m\n\u001b[1;32m 478\u001b[0m \u001b[0mmatplotlib\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfigure\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mFigure\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcartopy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmpl\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgeoaxes\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mGeoAxesSubplot\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 479\u001b[0m \"\"\"\n\u001b[0;32m--> 480\u001b[0;31m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmeta\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmeta\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'height'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmeta\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'width'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgdf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 481\u001b[0m raster = self.gdf.value.values.reshape((self.meta['height'],\n\u001b[1;32m 482\u001b[0m self.meta['width']))\n", "\u001b[0;31mKeyError\u001b[0m: 'height'" ] } ], "source": [ "from climada.entity.exposures import litpop as lp\n", "from climada.entity import Exposures\n", "# Map LitPop exposure to districts for Bangladesh:\n", "country_name = ['BGD']\n", "resolution = 600\n", "ent = lp.LitPop()\n", "ent.set_country(country_name, res_arcsec=resolution)\n", "ent = lp.exposure_set_admin1(ent, resolution)\n", "# Print first 10 entries:\n", "print(ent.gdf.iloc[0:10])\n", "# Select district of Rangpur only and plot exposure:\n", "ent_rangpur = Exposures(ent.gdf[ent.gdf.admin1 == 'Rangpur'])\n", "ent_rangpur.check()\n", "ent_rangpur.plot_raster()\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "hide_input": false, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.9" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false }, "toc": 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