{ "cells": [ { "cell_type": "markdown", "id": "arranged-tenant", "metadata": {}, "source": [ "# Example 13 - Three Point Problem\n", "\n" ] }, { "cell_type": "markdown", "id": "solar-neutral", "metadata": {}, "source": [ "This example will show how to convert the geological map below using ``GemGIS`` to a `GemPy` model. This example is based on digitized data. The area is 2991 m wide (W-E extent) and 3736 m high (N-S extent). The vertical model extent varies between 250 m and 1200 m. This example represents a classic \"three-point-problem\" of planar dippings layer (blue and purple) above an unspecified basement (yellow). The interface points were not taken at the surface but rather in boreholes\n", "\n", "The map has been georeferenced with QGIS. The outcrops of the layers were digitized in QGIS. The contour lines were also digitized and will be interpolated with `GemGIS` to create a topography for the model. \n", "\n", "\n", "Map Source: An Introduction to Geological Structures and Maps by G.M. Bennison" ] }, { "cell_type": "code", "execution_count": 1, "id": "consistent-vertical", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:05.059160Z", "start_time": "2022-04-05T09:05:04.354098Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "img = mpimg.imread('../images/cover_example13.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "alike-configuration", "metadata": {}, "source": [ "## Licensing\n", "\n", "Computational Geosciences and Reservoir Engineering, RWTH Aachen University, Authors: Alexander Juestel. For more information contact: alexander.juestel(at)rwth-aachen.de\n", "\n", "\n", "This work is licensed under a Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/)" ] }, { "cell_type": "markdown", "id": "allied-vessel", "metadata": {}, "source": [ "## Import GemGIS\n", "\n", "If you have installed ``GemGIS`` via pip or conda, you can import ``GemGIS`` like any other package. If you have downloaded the repository, append the path to the directory where the ``GemGIS`` repository is stored and then import ``GemGIS``. " ] }, { "cell_type": "code", "execution_count": 2, "id": "neither-funeral", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:06.018680Z", "start_time": "2022-04-05T09:05:05.061168Z" } }, "outputs": [], "source": [ "import warnings\n", "warnings.filterwarnings(\"ignore\")\n", "import gemgis as gg" ] }, { "cell_type": "markdown", "id": "latin-packaging", "metadata": {}, "source": [ "## Importing Libraries and loading Data\n", "\n", "All remaining packages can be loaded in order to prepare the data and to construct the model. The example data is downloaded from an external server using `pooch`. It will be stored in a data folder in the same directory where this notebook is stored. " ] }, { "cell_type": "code", "execution_count": 3, "id": "polar-appliance", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:06.033936Z", "start_time": "2022-04-05T09:05:06.021685Z" } }, "outputs": [], "source": [ "import geopandas as gpd\n", "import rasterio " ] }, { "cell_type": "code", "execution_count": 4, "id": "healthy-queens", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:06.994675Z", "start_time": "2022-04-05T09:05:06.035916Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Downloading file 'example13_three_point_problem.zip' from 'https://rwth-aachen.sciebo.de/s/AfXRsZywYDbUF34/download?path=%2Fexample13_three_point_problem.zip' to 'C:\\Users\\ale93371\\Documents\\gemgis\\docs\\getting_started\\example\\data\\example13'.\n" ] } ], "source": [ "file_path = 'data/example13/'\n", "gg.download_gemgis_data.download_tutorial_data(filename=\"example13_three_point_problem.zip\", dirpath=file_path)" ] }, { "cell_type": "markdown", "id": "impressed-database", "metadata": {}, "source": [ "## Creating Digital Elevation Model from Contour Lines\n", "\n", "The digital elevation model (DEM) will be created by interpolating contour lines digitized from the georeferenced map using the `SciPy` Radial Basis Function interpolation wrapped in `GemGIS`. The respective function used for that is `gg.vector.interpolate_raster()`. \n" ] }, { "cell_type": "code", "execution_count": 5, "id": "owned-allah", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:07.198777Z", "start_time": "2022-04-05T09:05:06.996679Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "img = mpimg.imread('../images/dem_example13.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 6, "id": "informed-tomorrow", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:07.308794Z", "start_time": "2022-04-05T09:05:07.200778Z" } }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " id Z geometry\n", "0 None 800 LINESTRING (1.482 1748.098, 50.293 1669.250, 9...\n", "1 None 900 LINESTRING (2.060 3333.723, 69.355 3237.834, 1...\n", "2 None 1000 LINESTRING (681.366 917.450, 738.552 907.053, ...\n", "3 None 1000 LINESTRING (36.141 3724.208, 57.225 3659.223, ...\n", "4 None 1100 LINESTRING (249.868 3718.720, 252.467 3636.407..." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "topo = gpd.read_file(file_path + 'topo13.shp')\n", "topo.head()" ] }, { "cell_type": "markdown", "id": "inclusive-florence", "metadata": {}, "source": [ "### Interpolating the contour lines" ] }, { "cell_type": "code", "execution_count": 7, "id": "revolutionary-calibration", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:08.768501Z", "start_time": "2022-04-05T09:05:07.311795Z" } }, "outputs": [], "source": [ "topo_raster = gg.vector.interpolate_raster(gdf=topo, value='Z', method='rbf', res=10)" ] }, { "cell_type": "markdown", "id": "experimental-press", "metadata": {}, "source": [ "### Plotting the raster" ] }, { "cell_type": "code", "execution_count": 8, "id": "frozen-gazette", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:09.097438Z", "start_time": "2022-04-05T09:05:08.770502Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 3736.0)" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fix, ax = plt.subplots(1, figsize=(10, 10))\n", "topo.plot(ax=ax, aspect='equal', column='Z', cmap='gist_earth')\n", "im = plt.imshow(topo_raster, origin='lower', extent=[0, 2991, 0, 3736], cmap='gist_earth')\n", "cbar = plt.colorbar(im)\n", "cbar.set_label('Altitude [m]')\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')\n", "ax.set_xlim(0, 2991)\n", "ax.set_ylim(0, 3736)" ] }, { "cell_type": "markdown", "id": "common-franklin", "metadata": {}, "source": [ "### Saving the raster to disc\n", "\n", "After the interpolation of the contour lines, the raster is saved to disc using `gg.raster.save_as_tiff()`. The function will not be executed as a raster is already provided with the example data. " ] }, { "cell_type": "raw", "id": "enhanced-network", "metadata": { "ExecuteTime": { "end_time": "2021-03-31T07:06:48.784612Z", "start_time": "2021-03-31T07:06:48.759154Z" } }, "source": [ "gg.raster.save_as_tiff(raster=topo_raster, path=file_path + 'raster13.tif', extent=[0, 2991, 0, 3736], crs='EPSG:4326', overwrite_file=True)" ] }, { "cell_type": "markdown", "id": "under-pursuit", "metadata": {}, "source": [ "### Opening Raster\n", "\n", "The previously computed and saved raster can now be opened using rasterio. " ] }, { "cell_type": "code", "execution_count": 9, "id": "silver-defendant", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:09.129604Z", "start_time": "2022-04-05T09:05:09.098438Z" } }, "outputs": [], "source": [ "topo_raster = rasterio.open(file_path + 'raster13.tif')" ] }, { "cell_type": "markdown", "id": "central-option", "metadata": { "ExecuteTime": { "end_time": "2021-03-28T12:43:27.113805Z", "start_time": "2021-03-28T12:43:27.067793Z" } }, "source": [ "## Interface Points of stratigraphic boundaries\n", "\n", "The interface points for this three point example will be digitized as points with the respective height value as given by the borehole information and the respective formation. \n" ] }, { "cell_type": "code", "execution_count": 10, "id": "pleased-elements", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:09.288651Z", "start_time": "2022-04-05T09:05:09.130604Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "img = mpimg.imread('../images/interfaces_example13.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 11, "id": "activated-namibia", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:09.336745Z", "start_time": "2022-04-05T09:05:09.290647Z" } }, "outputs": [ { "data": { "text/html": [ "
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idformationZgeometry
0NoneCoal1950POINT (366.363 2287.350)
1NoneCoal2550POINT (366.363 2287.350)
2NoneCoal2650POINT (1822.758 2645.532)
3NoneCoal2450POINT (2110.811 1006.118)
4NoneCoal11050POINT (1822.758 2645.532)
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" ], "text/plain": [ " id formation Z geometry\n", "0 None Coal1 950 POINT (366.363 2287.350)\n", "1 None Coal2 550 POINT (366.363 2287.350)\n", "2 None Coal2 650 POINT (1822.758 2645.532)\n", "3 None Coal2 450 POINT (2110.811 1006.118)\n", "4 None Coal1 1050 POINT (1822.758 2645.532)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces = gpd.read_file(file_path + 'interfaces13.shp')\n", "interfaces.head()" ] }, { "cell_type": "markdown", "id": "happy-fireplace", "metadata": {}, "source": [ "### Extracting Z coordinate from Digital Elevation Model" ] }, { "cell_type": "code", "execution_count": 12, "id": "stopped-saint", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:09.368834Z", "start_time": "2022-04-05T09:05:09.337745Z" } }, "outputs": [ { "data": { "text/html": [ "
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formationZgeometryXY
0Coal1950.00POINT (366.363 2287.350)366.362287.35
1Coal2550.00POINT (366.363 2287.350)366.362287.35
2Coal2650.00POINT (1822.758 2645.532)1822.762645.53
3Coal2450.00POINT (2110.811 1006.118)2110.811006.12
4Coal11050.00POINT (1822.758 2645.532)1822.762645.53
5Coal1850.00POINT (2110.811 1006.118)2110.811006.12
\n", "
" ], "text/plain": [ " formation Z geometry X Y\n", "0 Coal1 950.00 POINT (366.363 2287.350) 366.36 2287.35\n", "1 Coal2 550.00 POINT (366.363 2287.350) 366.36 2287.35\n", "2 Coal2 650.00 POINT (1822.758 2645.532) 1822.76 2645.53\n", "3 Coal2 450.00 POINT (2110.811 1006.118) 2110.81 1006.12\n", "4 Coal1 1050.00 POINT (1822.758 2645.532) 1822.76 2645.53\n", "5 Coal1 850.00 POINT (2110.811 1006.118) 2110.81 1006.12" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces_coords = gg.vector.extract_xyz(gdf=interfaces, dem=None)\n", "interfaces_coords" ] }, { "cell_type": "markdown", "id": "valued-coast", "metadata": {}, "source": [ "### Plotting the Interface Points" ] }, { "cell_type": "code", "execution_count": 13, "id": "involved-association", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:09.591894Z", "start_time": "2022-04-05T09:05:09.370829Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 3736.0)" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, figsize=(10, 10))\n", "\n", "interfaces.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "interfaces_coords.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "plt.grid()\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')\n", "ax.set_xlim(0, 2991)\n", "ax.set_ylim(0, 3736)" ] }, { "cell_type": "markdown", "id": "inner-mathematics", "metadata": {}, "source": [ "## Orientations from Strike Lines\n", "\n", "For this three point example, an orientation is calculated using `gg.vector.calculate_orientation_for_three_point_problem()`. \n" ] }, { "cell_type": "code", "execution_count": 14, "id": "challenging-pocket", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:09.766001Z", "start_time": "2022-04-05T09:05:09.593880Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "img = mpimg.imread('../images/orientations_example13.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 15, "id": "configured-evaluation", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:09.814024Z", "start_time": "2022-04-05T09:05:09.767987Z" } }, "outputs": [ { "data": { "text/html": [ "
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indexZformationazimuthdippolarityXYgeometry
00950.0Coal116.09172.3811433.311979.67POINT (1433.311 1979.667)
10550.0Coal216.09172.3811433.311979.67POINT (1433.311 1979.667)
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" ], "text/plain": [ " index Z formation azimuth dip polarity X Y \\\n", "0 0 950.0 Coal1 16.09 172.38 1 1433.31 1979.67 \n", "1 0 550.0 Coal2 16.09 172.38 1 1433.31 1979.67 \n", "\n", " geometry \n", "0 POINT (1433.311 1979.667) \n", "1 POINT (1433.311 1979.667) " ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "orientations1 = gg.vector.calculate_orientation_for_three_point_problem(gdf=interfaces[interfaces['formation'] == 'Coal1'])\n", "orientations2 = gg.vector.calculate_orientation_for_three_point_problem(gdf=interfaces[interfaces['formation'] == 'Coal2'])\n", "orientations = pd.concat([orientations1, orientations2]).reset_index()\n", "orientations" ] }, { "cell_type": "markdown", "id": "professional-crime", "metadata": {}, "source": [ "### Changing the Data Type of fields" ] }, { "cell_type": "code", "execution_count": 16, "id": "rolled-manhattan", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:09.845990Z", "start_time": "2022-04-05T09:05:09.815999Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "RangeIndex: 2 entries, 0 to 1\n", "Data columns (total 9 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 index 2 non-null int64 \n", " 1 Z 2 non-null float64 \n", " 2 formation 2 non-null object \n", " 3 azimuth 2 non-null float64 \n", " 4 dip 2 non-null float64 \n", " 5 polarity 2 non-null float64 \n", " 6 X 2 non-null float64 \n", " 7 Y 2 non-null float64 \n", " 8 geometry 2 non-null geometry\n", "dtypes: float64(6), geometry(1), int64(1), object(1)\n", "memory usage: 272.0+ bytes\n" ] } ], "source": [ "orientations['Z'] = orientations['Z'].astype(float)\n", "orientations['azimuth'] = orientations['azimuth'].astype(float)\n", "orientations['dip'] = orientations['dip'].astype(float)\n", "orientations['dip'] = 180 - orientations['dip']\n", "orientations['azimuth'] = 180 - orientations['azimuth']\n", "orientations['polarity'] = orientations['polarity'].astype(float)\n", "orientations['X'] = orientations['X'].astype(float)\n", "orientations['Y'] = orientations['Y'].astype(float)\n", "orientations.info()" ] }, { "cell_type": "code", "execution_count": 17, "id": "velvet-toyota", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:09.862008Z", "start_time": "2022-04-05T09:05:09.847997Z" } }, "outputs": [ { "data": { "text/html": [ "
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indexZformationazimuthdippolarityXYgeometry
00950.00Coal1163.917.621.001433.311979.67POINT (1433.311 1979.667)
10550.00Coal2163.917.621.001433.311979.67POINT (1433.311 1979.667)
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" ], "text/plain": [ " index Z formation azimuth dip polarity X Y \\\n", "0 0 950.00 Coal1 163.91 7.62 1.00 1433.31 1979.67 \n", "1 0 550.00 Coal2 163.91 7.62 1.00 1433.31 1979.67 \n", "\n", " geometry \n", "0 POINT (1433.311 1979.667) \n", "1 POINT (1433.311 1979.667) " ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations" ] }, { "cell_type": "markdown", "id": "textile-christianity", "metadata": {}, "source": [ "### Plotting the Orientations" ] }, { "cell_type": "code", "execution_count": 18, "id": "detected-certificate", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:10.132698Z", "start_time": "2022-04-05T09:05:09.863986Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 3736.0)" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, figsize=(10, 10))\n", "\n", "interfaces.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "interfaces_coords.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "orientations.plot(ax=ax, color='red', aspect='equal')\n", "plt.grid()\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')\n", "ax.set_xlim(0, 2991)\n", "ax.set_ylim(0, 3736)" ] }, { "cell_type": "markdown", "id": "wired-vietnamese", "metadata": {}, "source": [ "## GemPy Model Construction\n", "\n", "The structural geological model will be constructed using the `GemPy` package. " ] }, { "cell_type": "code", "execution_count": 19, "id": "governing-brazilian", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:11.109783Z", "start_time": "2022-04-05T09:05:10.134721Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING (theano.configdefaults): g++ not available, if using conda: `conda install m2w64-toolchain`\n", "WARNING (theano.configdefaults): g++ not detected ! Theano will be unable to execute optimized C-implementations (for both CPU and GPU) and will default to Python implementations. Performance will be severely degraded. To remove this warning, set Theano flags cxx to an empty string.\n", "WARNING (theano.tensor.blas): Using NumPy C-API based implementation for BLAS functions.\n" ] } ], "source": [ "import gempy as gp" ] }, { "cell_type": "markdown", "id": "optical-realtor", "metadata": {}, "source": [ "### Creating new Model" ] }, { "cell_type": "code", "execution_count": 20, "id": "binding-fishing", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:11.776790Z", "start_time": "2022-04-05T09:05:11.111795Z" } }, "outputs": [ { "data": { "text/plain": [ "Model13 2022-04-05 11:05" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model = gp.create_model('Model13')\n", "geo_model" ] }, { "cell_type": "markdown", "id": "stopped-poster", "metadata": {}, "source": [ "### Initiate Data" ] }, { "cell_type": "code", "execution_count": 21, "id": "assisted-nothing", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:11.968910Z", "start_time": "2022-04-05T09:05:11.778776Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Active grids: ['regular']\n" ] }, { "data": { "text/plain": [ "Model13 2022-04-05 11:05" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.init_data(geo_model, [0, 2991, 0, 3736, 250, 1200], [100, 100, 100],\n", " surface_points_df=interfaces_coords[interfaces_coords['Z'] != 0],\n", " orientations_df=orientations,\n", " default_values=True)" ] }, { "cell_type": "markdown", "id": "integrated-pension", "metadata": {}, "source": [ "### Model Surfaces" ] }, { "cell_type": "code", "execution_count": 22, "id": "cutting-energy", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:12.032004Z", "start_time": "2022-04-05T09:05:11.972923Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id
0Coal1Default series1#0154821
1Coal2Default series2#9f00522
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Coal1 Default series 1 #015482 1\n", "1 Coal2 Default series 2 #9f0052 2" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.surfaces" ] }, { "cell_type": "markdown", "id": "younger-young", "metadata": {}, "source": [ "### Mapping the Stack to Surfaces" ] }, { "cell_type": "code", "execution_count": 23, "id": "formed-thought", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:12.125991Z", "start_time": "2022-04-05T09:05:12.033970Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id
0Coal1Strata11#0154821
1Coal2Strata12#9f00522
2BasementStrata13#ffbe003
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Coal1 Strata1 1 #015482 1\n", "1 Coal2 Strata1 2 #9f0052 2\n", "2 Basement Strata1 3 #ffbe00 3" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.map_stack_to_surfaces(geo_model,\n", " {\n", " 'Strata1': ('Coal1', 'Coal2'),\n", " },\n", " remove_unused_series=True)\n", "geo_model.add_surfaces('Basement')" ] }, { "cell_type": "markdown", "id": "subtle-techno", "metadata": {}, "source": [ "### Showing the Number of Data Points" ] }, { "cell_type": "code", "execution_count": 24, "id": "forty-treaty", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:12.173196Z", "start_time": "2022-04-05T09:05:12.127985Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id No. of Interfaces No. of Orientations
0Coal1Strata11#015482131
1Coal2Strata12#9f0052231
2BasementStrata13#ffbe00300
" ], "text/plain": [ " surface series order_surfaces color id No. of Interfaces No. of Orientations\n", "0 Coal1 Strata1 1 #015482 1 3 1\n", "1 Coal2 Strata1 2 #9f0052 2 3 1\n", "2 Basement Strata1 3 #ffbe00 3 0 0" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gg.utils.show_number_of_data_points(geo_model=geo_model)" ] }, { "cell_type": "markdown", "id": "medieval-deployment", "metadata": {}, "source": [ "### Loading Digital Elevation Model" ] }, { "cell_type": "code", "execution_count": 25, "id": "subsequent-technique", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:12.538966Z", "start_time": "2022-04-05T09:05:12.175006Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cropped raster to geo_model.grid.extent.\n", "depending on the size of the raster, this can take a while...\n", "storing converted file...\n", "Active grids: ['regular' 'topography']\n" ] }, { "data": { "text/plain": [ "Grid Object. Values: \n", "array([[ 14.955 , 18.68 , 254.75 ],\n", " [ 14.955 , 18.68 , 264.25 ],\n", " [ 14.955 , 18.68 , 273.75 ],\n", " ...,\n", " [2985.99832776, 3711.02673797, 907.33477783],\n", " [2985.99832776, 3721.01604278, 906.7131958 ],\n", " [2985.99832776, 3731.00534759, 906.11096191]])" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.set_topography(\n", " source='gdal', filepath=file_path + 'raster13.tif')" ] }, { "cell_type": "markdown", "id": "extreme-drink", "metadata": {}, "source": [ "### Plotting Input Data" ] }, { "cell_type": "code", "execution_count": 26, "id": "conservative-philip", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:12.759051Z", "start_time": "2022-04-05T09:05:12.540968Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gp.plot_2d(geo_model, direction='z', show_lith=False, show_boundaries=False)\n", "plt.grid()" ] }, { "cell_type": "code", "execution_count": 27, "id": "vocational-intranet", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:13.103307Z", "start_time": "2022-04-05T09:05:12.761043Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.plot_3d(geo_model, image=False, plotter_type='basic', notebook=True)" ] }, { "cell_type": "markdown", "id": "geological-triple", "metadata": {}, "source": [ "### Setting the Interpolator" ] }, { "cell_type": "code", "execution_count": 28, "id": "external-clerk", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:15.861723Z", "start_time": "2022-04-05T09:05:13.104321Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Compiling theano function...\n", "Level of Optimization: fast_compile\n", "Device: cpu\n", "Precision: float64\n", "Number of faults: 0\n", "Compilation Done!\n", "Kriging values: \n", " values\n", "range 4879.17\n", "$C_o$ 566816.12\n", "drift equations [3]\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.set_interpolator(geo_model,\n", " compile_theano=True,\n", " theano_optimizer='fast_compile',\n", " verbose=[],\n", " update_kriging=False\n", " )" ] }, { "cell_type": "markdown", "id": "above-lending", "metadata": {}, "source": [ "### Computing Model" ] }, { "cell_type": "code", "execution_count": 29, "id": "impressed-adams", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:20.683947Z", "start_time": "2022-04-05T09:05:15.863717Z" } }, "outputs": [], "source": [ "sol = gp.compute_model(geo_model, compute_mesh=True)" ] }, { "cell_type": "markdown", "id": "developing-wallet", "metadata": {}, "source": [ "### Plotting Cross Sections" ] }, { "cell_type": "code", "execution_count": 30, "id": "champion-collectible", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:21.337979Z", "start_time": "2022-04-05T09:05:20.685951Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gp.plot_2d(geo_model, direction=['x', 'x', 'y', 'y'], cell_number=[25, 75, 25, 75], show_topography=True, show_data=False)" ] }, { "cell_type": "markdown", "id": "intimate-connectivity", "metadata": {}, "source": [ "### Plotting 3D Model" ] }, { "cell_type": "code", "execution_count": 31, "id": "developing-comparison", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:05:24.248890Z", "start_time": "2022-04-05T09:05:21.338977Z" } }, "outputs": [ { "data": { "image/png": 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I2ZxQABBCLk08g3j7+/tlbe5Fn8xlDf9SHKyvCoa+8ZT68c8MfeNJNLVDCGRnjB3t29C+DS0JtCQghPF/FkLc8uWH9v+br1AGEEIIeTewBoAQQi4cq7bYqgM+cOCAHP4l2w0555ENfeOpR77zN+U3Jia6trqusjCNlUVs22l+fe5fy6neHYP339V/3VUX6X0QQgjZRDADQAjZpFzcfqAW0mg0NDQkCwDkXYa+8aT68c/80X/8n6fyuiv6l26f5o7ziv4BjB47ecuXH9r/5a+MHGM2gBBCyPlBAUAIuaSwmv2v58DxjQh49/T39x90AKs96PiK+vHPDH3jKTQ0uzr8zJw2Qv/mDgCAMP/vPBg9fvKWf/NQy20DlAGEEEI2Di1AhJBLEOnMsdz/1nZp1JGNQS9KS1Dp9fc3+x967EkAQw8/hlgzAChKwMnZWQCIt7/7xwAQL+X+6j//n/29NAURQgg5BxQAhJBLlpGRkdHRUSsVIGP0izsKwBrTK+/S39+PK68fHV85j0ssZgDKAEIIIe8fFACEEHLhSJ/P4ODgP/p//ii7sgpFQ1ObvXt1GbUNG7qQlAHOcyWK8f/nBWUAIYSQdaAAIISQC2fosb/+yiN/Vj+zMtGVMDbJUD4SBYDaBqxkje318XNfrpoM8BPoKXJDGUAIISQQCgBCyIeV/V8cHDvx1vz3H5Mv+q7sgRZCpQzg4Ff/3f4vDqJSli8O/veLWfK7Z+BfZ3Oriyv5bHYR4RrUN7l2B0bmK4vGi4srA1z3DZYElAGEEEI8UAAQQj4cyIB+7M1TfTuvGDvxVm51LVZXl8vnK5UKgKaGhsXlZQEoiiJ0HYoiXyiKAkXRhIjF6nKFUiyizT//TXkpaCEAUiQE3O4Lvye3yxfylPTsYvmN8YmmOtQ3AsDKEuobsbIEwNgCGApgZdEWBlZkbssAt2YIFA2GDGhFLguY8f1G9IN9SfuylAGEEEIsKAAIIR909n/RLts9lVnMzmX6dl4BoP+jPzf8xHPQKwP33jn8+NNQtYF7bgMw/PjTpyendV0HFIgKhAAUo8OmfKko0AUUKKoKXdc0NVZXC6Bv5xVSY/R0bT3+xjuRkFau6GVFhaJFI+FfueuW4b96Kl4b7tt5xeGfvhGK1mVFyI7+F+cQCqO+EasrAFBbb+5q8r6fpQxCYXvXag4A9EqwKljMuFIBixmEQuchA+yLKaAMIIQQAoACgBDygcWK+/s/+nMAhp94DoAM8R/+9lMACsVi3zVXATjxxtsA7vj4Tc/86CUA0ZAKYODeOwEMP/70VGYhsaVtaiYT1YwrZ1cKEMJUAwiVy+VQCAAgoKgQAkJAUQxDUTgCAHUNyOegqslkd09Ha7KjbfTFl+XVUjddD2D48WdQ12D7cFZXUFsPIDg/IFnKQA0hFjc2y/yAXzC4MFUBzt8jZBIvr/zVf/69/t4dF3Y6IYSQDzsUAISQDxz+0D+by/d9ZMeps7PpM+PGQZGo1zlTLCBSAwBCAIiKMgAo6o27rx177fVoNAq9kssutCW2AoBegapNzWQSbc1GAgEolPWpyUlDA1hYMb2iGl+GIyitQQsnL09OjU/EY7UAPv/pT37lT/4UQLmixxobp7Ir0CsAbLMQANWUIM5d5tWN/zplgAKs5syDfcJgcQ4AGltd7v+V7AbzA5QBhBCyaaEAIIR8sNh//28h3p6eykxn5hOJjmwuny0JQGCtYBwRrQNgR8yKZ36ucPzXei3sXQKASCba5Ouere0n3ngLwOc//cnhJ54zTERPPFcoFDoaak9NZbLLOTvCFlIPCCiacWsthNoGrOagqsme7p5E64kTb3z+05+UimLg3jvTUxkAw88esp8WSpXiAQBm6mBpDmHZRygGOIoHYkH5AZkQ0ELGw8i+QxuTATuy8199+P+iDCCEkE0FBQAh5APE/i8OZnP57PipU/PLULXklpa0HgUUFPKI1huxvlXeai18BwoA60vvLzmfQpC/BgsrEIjW1kDgxt3XSlVQWF7qu+aqUzPzhWJp544rR//WiuMV4yzFfKaaWpRLhrm/tBatrYWqlQurqqZ1drRLA5IsHog1Nkbjrem33wGks2gZegWhCMpFAGhoDhYG8g17bELr9AI1joxXP8KGMoAQQjYVFACEkA8E0vaTnsqcWi4BSDbXoaYuPT2HzDigAgKKgrYud+jviX99v838v97sdIH/YDNLIIWBLBJYzUdrwtFI+FOf+Pjoi4dhlhakpzLDf/GES10IHapmVBFAgapC16GqEDqAaH0MeiUaCX/qEz9vFQ9Y+YH09Nzo2AkAyC8bV5PCAIEyAFXLi/16gDKAEEKIDwoAQsgHgj2ferD8xvhr269AZiKe6PrSZ+4Z+vr3jI46MJ0wmQkAaO8CsLH5uKLKkdV/73nSAlIJyEY9QLKnOzuXiUbC0WgUQE9zPYAfHjsBRdVLJSiyTsBqOqRAC0HX7cRFLI6VJagqVE0tF1VVVTWtpakhu5STZcqJtma7pBhAXYPRA1TVjCyBs3jA03fIUyrgfNOLGYTC5q5zfG47svO1V3a+8vXfX/8wQgghH14oAAghP2P2f3EwPTV3ajqD+iZkJtDWleqK9ffuHHr6CGYn0N4Fp90fwKyUAdvem8dZt4RArsrXxiBEsqOtsLKcXVi48erLAPz4xKlisQhALvnrwjxL6IACRYGiQOhGJbEQCEVQKUO1mg5B1bTGWH0+n+/c0ibzDCOHfpK8/HJYJQTy7lZyAEB9I3JZo4+QLB4ITA7Izy24d1CwHqAMIISQSxgKAELIz5L99/9WuqCWT45PdHagkAcgu2cmm6ILU2cXa5uNVf+2bYAZrMr1+NqG9/K5BFZzRtrBYxkSAktziEQBoKYWQLSyFo/VRaPRgXtuG3786cnpjKoqxWIRihqJRIrFYiQSKeTzEDoURQmFha4b/iJFMySBqkJV5QxjOZ5M1StQ1cbGxmhINfID0zOJ9tbUTdfbyQFLBvibC7mqCNwh/lIGMHsHWSMIgMD8wJaJidorOt/5zv94tx8nIYSQDxIUAISQnxnG2n86DcCwzch1/dWVZKK1p6dn9NhJ49DMOKCgvQuz44jFg6N/Jcjqs/5vuMCmmavmMr+z4jbvjJUb/W2FsJqLRsK/ctetyUSbbAHU0739hcNjpVKpp7NjanZOXrtYKuu6rmqaXqnIVqRGigCAqkIxZYCVH9B1AGpIi0Qi8VjdfHaxqGPwC78G4PG/+f4f/Osv3PK7v29PHc4vu4oHLI+Q/dZW7IljMnXgmVJcZUQxe4YSQsilBAUAIeRngCz5HXvrTFZEoDjGZkl7D5Dq29l/6/6RsROjx95I9e4wlEBmAu1dwRaggOgfABwd/R2/66SxXgsZAX25jMYWwAyCpaPGYjEDzRq+KwCzBreuwXVZUwYASCZ7UruvkcW+qRv3Jbe2/99/OLylrWV+YVHVNMMppCgQQpf+Hzl3DFBUNRwOl1fzuqIaZiHAqiSWyQEAql5RNa2ttaWwuABVtScT65rXJlTfAChYNFMWcI4obvQmBzzDyLz5AYUygBBCLg0oAAghPwP23/9bmVfekCW/iMWN6N9idgJSA/TuGJlc6e/b8ZVvPpHNSYNQrGolgF8DyMDauVovQ39PiA8zyo/Fz5ExcO52yoCCowy3NmaEztH6ZKKtsJSdX1yWnUBDqFzR3XX87XG9Ukm0t84vLpdLpUg4ZF2ysFY0MiFChFSokWipVFJUVS+VoKoAjKpiALoOvYxQRIVobGxwNhcKsAnJh8wvGxXDeiVoCoFiDB2rbzJGFDeYn5I1haC+CUC8nKcMIISQDzUUAISQ95uRYydvuf+3zFG+RmN/o7ePcKxKzxrr/am+nenpTLKjbXTSbApktQGdHQd8MsC6iPP3W24BAGLNriC+6u8/Rycfo+SgPvjAxQwitYAcTyZsX74lA1QNkWhUL0LV4nU12cWlL/+z+4cff7pQLBWKpXhr69TkWb1cBqBqGoBisSjvrVfKkZqaUrlSE4kUi0UIPRQO19XVZReXoIZQKRvvUaYFKmVooeRlycnTp622QpPTsxFF5MpAcRWhiPFgquayCTlHFMv3WK2MmDKAEEIuFSgACCHvKyPHTv76r/3uRGcCsEN8AEa03d4FYS6oO2LuVGesv3dHenpu+LlDjoJgUyvMjptTApyYPf/t0N9CeP7r/wKAowlpvWu93Nl2s85fjeCWAZK1VegVROsBRPWic7DAVGYhHm+CXpmamVPDYVEuhyNhFUI6hYSihsPhYrGoCF0IQySoohKtiUDXcyXduL4WQrkMwCgbUKAqypYt7dArhZXcl/7Jrz78re8BmCroRjEDfDYhD9VsQiuLxgZTBnxp4JdHXnjp4H8f8n0OhBBCPqBQABBC3j/2fOrB+M6+0WMnAEd4LUf8zk54Q/A2c11fAYBkR+vAnh4Aw88dSk/PuWsAFKCaDDCnB3i3B2oAc5Mz9HeysgRVc2101QP4rp9fNhbXa2oBWNYgwBA50Wi0vFZoa26KRqPQK9m5uU/ddfszP3xxamYuWhstrq2FNK1cqQCIRCK6XolAz5V0BQoUKEIH0BiNlIUoq+HCWslICzhyAgCSlyWnJibisbrPf/qTsjrZ9gjBZxPy2KjW7yakhaEZDYjiYbUn0fLK1//A/2kSQgj5oEEBQAh5/7jsl377wY/3jhw7aQy+bXcE5fJXUWbce46jAWiyozXVtzOpFkaOnTTKgtu6HHGpJQMc4sEiMxGgDTzhv6heJOA/2Mk58gNusbFqDxMwthcL0CvJZA8gCkuLAGSwXiiW7vj4TcNPPKeKCnQ9FNJURQGQaG89NTktdAGhKwqgaopUCEJA6MWS3U4U5bJRPKCqqJSjtbU37u07cfKNaCRszSEefvwZlwyQrYQK+SpNRc1WQgiwCcXLecoAQgj54EMBQAh5P9gz8Ltjb51BLJ7q3dHfWW9rAMCw/VgYkbowVu6NY+yAPtW74+B//J2RYydv+d0/sFf3raoAyewZtG+3T19dRqXsdgF5EOuG/utXC5gszkHTXFcIyA+YnUOlDLDyA0IYxifTJgTgV+665Zm/fdEM1mcBDP/lkyGhqzXRUqlUE4lA6GtrRSEEFBUKFEWRaYFQOCxzBQjXQK9Y2QDAzAyomloubmlr+fynPwlg5IeHsrn82JkM1vKoqUO56CoVgKOpqJUAkW8NATaheCXfk2iJ19cd/Oq/q/apEUII+RlCAUAIec/Zf/9vjb11Jhs3gvhU747+vh3pV48ZA25lTNy2zegIFK2z7ftODQBYUwKikXCipXHgntuGn30hPT3nkAGKub7uiLlnz0BRg5b/TfynuKjyS3IjkkBirKA3+Pb4bUjCrDmOWZIgmeyZmpyUs8agV8YnJqM1kdamhlMzCwAi4VC5VIKiCkAIAQGIiqKoioJIJBISldbm+KmVCgorxoSBcA3KJQjdcgpFa2t/5a5bAYy++PLAvXc+/O2nCoW1gI6i8CUBrOQAAmxC8Uq+KVab7GilDCCEkA8aFACEkPeclps+WT+5MLGlGZDmHJHq3dHftxMAdH3ooYe9J3iCdY8MMLsGDdz+0WRHa3p6bvjZF4xJYRbtfgvQuHl3N+eUBwFUlwSKZ6c7PwCgqdWxM/A6ZvEAzBri1ZyRKIhEo6hAr8Rjddml3Jf/6a9Km9DOq6744QsvhcLhcqkEIBQOFwurgFEpUFMTKayVYtFQrqjbcb9sUmRlBooFhCKqqgAIadq//Wef8VYLWI1EjX5BdYBiW4O8MgAeJUBfECGEfKCgACCEvLe03Pm5+sm5iUgFMOPh9i5IQ3/vzmSi1asBHMcAQCEPyCabABR3kYCSunV/f9/O9PTc6NjJ9PTcxmSAp1BYMbf7jj+/X4/VD3buWcoAQENL1cllzvvaMkC4dwkU8tFIOB6ru+Pnb5LdhAplPRpSJ2cypXJFtgwKR8LFtSKEgKZB11VVUXU9WhPOlXRjnoCqolJGuYR4u515WM0BkFONn/nbFwKqBSSySMDZURRVaiFkvyDKAEII+cBAAUAIea/Y/8XBzJE3sGXqtbWdxqZZR/je3gXDDrTz4W8/VVhdzYowYA8DNo6RrUINzKDZIQOSu/pSfTuTHa0jY2Zl8PoyQDYLgswzKC77un+qAGTM7V3Y3zBVzlrMAEBjK2AOLqh2ihBYmkMogroGu37AeGGWDahaNBLWS0U5bizR1pydm8uXRblcikQia6WyqpcrMMcJQ1FVRYVoa2+fyiyYGwEthNoYVpagqqiNYW0VpTVooeRll01NjMsmQpDVAqvFRUSkJAi2CcnBw1avJDs/0LRjcaH2yq2UAYQQ8rOFAoAQ8l5hOH8+cp17s3CE+AJt26JLM79y373JROvI2Am7MnjWY/vBujLAnQpInwJM/4xlH2rvcqkCe7tHHpjdSP3ZA+ORL97vTFsGiOCEgHD8x3YQCdd2px4Akom2nkTbiZNvZheXoir6dlw29uappdViJBwqFotCQMiIX5HtO0U0GtX1SnGtCMVsFiQEhEDIXTRcG8NqLhoJ37i378Sbb0dDKlStUCxBr0wVxHrVAhaUAYQQ8oGBAoAQ8p6w/1///ujTT6FGWneEw3xv/s5xN/5P9e3sv/WW9FTGrAy2jnETLAMUSE/RJ24Z+cHzStu29PSc6ywZ7ns0ANaRAePB2zeKOI+EgZQBTa0B07j8V1n0OYgsU5CA2ykkonopHquTHh7p6Z+czpTLJSiq0PVwJFwuV3RdB6AqACAUVdXLlVCNUS4M2L2DrHai5SIiUWko2tISv+Pnbx598WUAqZuuHz12Mv32OxuXAQB6asU73/nqhj8pQgghFwcKAELIxeeyX/rt8hsTxrhfp2u/bZs3qJ2dQFuXPCbZ0Tpw+8fQ3jX06BPuY+QVnK4eh4nfKBKoB4DMhKwMHjl2cnRyBR4MGRA0IiBw+7uVAevi+d1ryIC2DZ1rpA5aHPYhOwngFgNCNk1yVgsM3Hvnw9/6XnZxqVgqR8KheFNjoVjKLixEamrK5QoAVVRERQ+HQwUdUFToFYTCzlQA4KoWuHFf34kT9myB0WMnXQahc8mAeCX/V//59/p7d2zsgyOEEPJuoQAghFxkLvvEr5Rnikb0byFlgLPA1zkJWO7LTCS3tKZ2X53saB2ZzNl2IGcdsKdCwB7vZcuDVFd9f+9OyJnBlVrXYyjmFarJAClRrMBaqVIYcNFZmAaA5o4NHSx/b4+/gW1Xurc7/mOJAdhjB2Rpr7Fmf+O+P3/qB9GaSH4lr6pKor21UCzNZxeLpbKqKKGQJruLqqKiRqJqOFJYyRl3kTIgl3XpASB52WVTExPxWK2sFrCTObKGwSkDVldQW08ZQAghPysoAAghF5Ohx/566D88ZDh//L01M+NeV4t9jG0NSvXtNAz9k7n0q2OINZtdgExm3WW+ilnRa5JMtKY6Y0YqYOyEK3xXjLsA68gAt9HoPGSA9Qzn86t15jS29JzHWZZaWKeRaIAYkEvyAkDysmRhcSEaCadu2jf8nWcAoQo9FNI6t7QBmJzJ1NXVZReXVEVRNU1VoCqGQgAwNTMHwCgS8KQFANQ1RMtrAH7lrluSibaRHx4a/M0Hbvnd3zdkgNFFtN7VOdToHUQZQAgh7xMUAISQi8z+3/390edH7K/9MsDuBWT+/jEqBGwNkOwwUgHp6czwMz8CqgTrbV1GKK84r2N8merd0d8ZS0/PjY6dSM/MuYYAKACU4LA+t4DVnGuQsGW4n7VqCRBk2d8IVXoKLc4CQFP7hq5hHLzFvKDz8p4ruwuFJStLyC+hrTPZ0VZYnDdkgOz3XymrirKlrSUaCU/NzsWbGqdm56CGoEDVK5ZCKBRL2bm5gg5rmhgUFaEwSmsAoIVQ14B8LhoJ/8pdt6TfOAkgm8vHE52jx98EzA8foAwghJCfCRQAhJCLw9Bjf/2Vx77zqdtTyY7W1HVX3fJbgyjkjPm+riJgGI2AZItPZ2DqqRCwUwGZ0aMn0tMZwAzWpSkIsDMDsxN2QO64VzLRmurbmVQLI8dOjh474dlrRPZOGRA4FdjVokepOlMM76JfKICFaTR3wPYenYvFGSwvYFuVKLmaEliYMjaYCYRU385T77wDwDDuA8gvQwtFGxrjsbrs4pIhA8xY31IIADIzM7nVNdTGoFfssWIwMwN1DcjnACQvT6Z6d0olYCQE4PhUq8iAHYsLX334/6IMIISQiw4FACHkImA7f9q7kh2thr3kxr3Dz74AuKfwzo4jFrebxMM9HKDNW92bTHanencktbWRsROjY6+77urv4OkMmx3ZAGPw8OzE0GPfc+1VzCOMxxDmmGFPcO8eFwAFioLZM/ZMsfNKBvh/6Z5XAYDrlC3G81SVHU47EABhFhC3uU4RYuCGK0deee3UqdOGfat1K1ZzWFu1ZIAuRLFUtpf8gWhtrewylJmZyemqywgkqZShhVEXM2XAZT0drViaw4ZlQNNa+bLl7Hf/0+9t7999Hh8OIYSQdaEAIIS8W4Ye++uhh7+BWLOzx3+yozV16/5kR2t6es4lAyQeX5DwNQvKjDuPMVIBr47ZqQCLc8oAxXiewlJ2Z2db8oorhp99weX1V2BHrnLt32sNcgqAoEaizq5EC9Mol11bYK3u+5i/4NDfOmUjc8oEoDhyAgIriwBQ32S4gxam0dyR6t2BpbnRdzJGqUBtAyCwmkOlLGP99WVAdm6uqanh1IrulgEKKiVDBizNy4lmyURbUyUfj9U5ZAACTUGKgutyaluuVIkU13Z1H/qzr5zHB0UIIaQKFACEkHeF0fOnaysAIwx1NOpJXtub6tshZcDo2Mn09JyrDtiKkq0tThkgt5vHJBNtA7d/FMDQf/5D70NUq+V1HjA7gfYuIxUADD/7Qnp6zpYBmXFXuC+RM4O9A4PdxcfGkROAWRfbshVQMHPaeIMLM8Y7KZddb9kTx28kjLdPudDhxM5f+CtZ40V9ExYz0MKob0p2tKTffgdwTPWS89RWl1EpR0W5KVZXG28pFEtOUxDKJZkokDKgp7NjbGbFMFOVSwhFAJgyoMEabGzLgN964Jbf9Q0FW1kC0FjToC9na3R9T1YBUKopUQYQQsi7hwKAEHLhOJw/bos/XDIgdcv+/r4dAEbGTo4eOwm4bT/nIwMGbv9oMtGGSnnooa95n8b5DK7hAK4xAsldvam+nXZqwpwj5n4Y38xgjzyw2o96rEEeZscRCrsW+OUWWO4dH4G/kl2h/7tGyD6nAjBlQH3cSAsIJC+/fOD2m7/y2Heyubxrqld+CQBqaqO1tbKXqF8GoKY2HquLx+rcMkBBuWjIgLU8auo2LgO0lSWltqF7sbCg5wFlXxagDCCEkHcNBQAh5AK57L7fLp+cMNb+A9rpeGXAwGfuczmCUEUGmKfaMsCdMTDsQFOZ7z43mhVh8zqKfYw9HAD+gcHymGRH28DtNwMY+vpfe/d634g8fQJQ7BX9loRRA+Cy+lxAX6Aqv4GtzTL0b0lA6Od/8XPeXASUH6xk47G6L93/iyNjJ0dfeAkwTfn5JdQ1AkB+CXUN8Vjdl37tHw0//nR6KuMq/11bdcqAbElYpcBG9A+fDACSl18WIAMWpiMVvUdp6lxaC+lCAQ7HAYAygBBC3iUUAISQC8Ht/DGxZYBv3C8AR2GAnQpAkAywzi6sIJdFW6dn/ld0aSae6Pz8fXeNjJ2w54XNum0/vuEA9hQw+TC7+qQ9yX4Yv3HIPlcBLCu/Pz/wbhqDIlgGzJuhP6R1513+rvYNKPCH/o4/B035uX/xGw8M/dc/drUQFQL5ZeOUuli0vCbHfj38re9NjY8DQF0Dahuwuoy1VYTC8aZGKQOamhpO5YVXBnhMQUDq5utliXD/x24a+saTWJyL1jdvW167Zj6Xh2a9DcoAQgh5l1AAEELOG9e0L/9iuSED/Cv6Rnid6t3Rf+t+WEZ851mS9i4IoLACSBuPPR/AeZ+BOz6W3NVrT5y1jpENRoO6grqmgMmHufWW/r4drrxEsAxQkJ02ffzut2wdL7fLwLpcCjjSw8I0yqWAtImx6r8VumfV/4J/XbuVyfqGooVpCIHmjh41f0qX05fPoLYB9U1m6XCjXapb1xAtFxItjQP33jn01cfsi0gZ4OgZmpmZyema7SmS0b/1or4BK+as4rtvTZ88kc3lxzKrIqI1zGR6l5Taku55J1IGANiXxUSr2pTsoAwghJANQgFACDk/hh57cugbTwJAZsJeMz5PGZDsaEn17kzu6vWmAtq73FG+c4CAsE635n9JOxDau4YefQKwrP/mcABnKO+eEYbVFeSy8nbJRGvq1ltcqQB3rgChsFEH3NwRPEJYcdQBNydcn4ASNDFAhuAAKiUIx9UWpgHhXpX3nLnx39hB6YiAfqOi2t6BT9z43e//bTa3ivomu2K4LlgGJKJKTblwaiqDukazH6hp/qmU1FKhPd74hQc/k57KDD/+jC0DZF1BW5fxpXnNaCT85c9+GsDQV7+xRaltmp2ajdXty/oKsd29lSgDCCFkg1AAEELOA5fvX7KeDBDu0bmeVIBI9e7sv3V/enruz7/9eCFcj9pY0GK/e4iYkRaos46xZgY/9J3vLy7nvf03rbldEtkVdHUFgGMWgYLMuPUwRrciK1egWM3+fc4ff27B/QqAd2qYFfo7o3DZGclVLuz7zbwhJeAL+q0NVlbBWUvgqTRw1yUPfOJGAMN/8V2UimjfjoVplIvGt1jAKwPyS/EtiXisFkB6ag6A1f7fKB6olFRF6e7sGLj3zqGvfsPYDshdhhfILQMSLY2f//QnF05N/9H3nrk5Iw7HhXw3e7MKgCORpX3FRv9HQBlACCHnhAKAELJRhh57cug/PIRonbeLPzwGnm0Buzzm/tUcVrJo25bUCqneHcmO1pFjJ0cnV8zdThlgvpZDhWNxo7ePtT0zASDVK2cGzw0/8yPT/W+heNsKGdO+vIXCSW1V5iXS03PDz71g77LCfU/PH09wX00DwJQB0vRyHl3/g34/n/N3tufmC9OAUrWMePo0wjVoSbgnBwtIAbAwM/z9F9HcgZnTaO923NucL5YZN+Y3L0yjuSO6ON0Uq/vCg59BpTz0P/8cMGVApYS1VQCoa4zH6uKx2tRN1w8//oxRD5Bf8icB5At58L27dz/y+NMA9mUVpwx4W8tnG+pkMYDnAxinDCCEkOpQABBCNsTIsZOf/f2vG5Z95xQtJ5YMqNYOSMbccmFYNpgHAAzs6TYaBD13yOv5gVsGSPzHZCaSu/oG9vQAGH72R+npOfPxnMv2Thng6BrkPizVWd/fuwPtXaYMsPoI+c0/in1ZpzwwZoGtWwBwfpyX88ecZxy46u+/bHYWWgixZueOZKQ08Ikbh546bHydyxov6pvsg6RhqVyCFkZzBzLjqG1AfWOiBtFIOL1UdLUQtVf6jerhaCRszByoqTUyAFCMtIBDBkRLq/FYXTQSajkx/3ZNUQH2ZpUjceMD2ZdVnDXBjk9BATDeqmzZfcXBr/67DX96hBCyKaAAIIScm5ab7vloInnDL9+Rnp4bPfbGejIgOBUQVMXrPjHVu6O/s97QAICxruy6sqzudft5YJqCAETrkom2VO/OpFYYOWZ2B/L47wu29d+13Respzrrkx2tMhtgvmUr3Ff82QPj0wiZ3TCbE67WqDIWr5Rcj2Rt9Dyksaz+Lgjw+q+DwPIC8svY0m2dO/DL9yQ7Woa+8Teu74Kcbral2yoUNrYbwwSakFuUG1I3X3/qnXfSU3OGsUcKAMvzA6CuIdW389Q77xSKpal5R49ReJMAAOLh+rt2XX7o7GShWOp8Z/mdmiJcMkDZl4VHBjgnt2WuiDUmE5QBhBBiQQFACDkH+7/8B6OHfoJCPtnRmrql3xjrK2PizITXoy+5IBmQ7GgduP1mzE4MP3fI0BjWXo9rf9Zj6bGiagGzMnjkB8/bHUItqRCtdzlknE8SVK1rOJR29QJIT88NP/djVx+h9i6v4UaWpSrWFYNmgUkJoYXsjXJLW5cduDvNRdXaCi1MB4iH9UP/QGlhlCUY3x390F/s//JD/b1XjRx7Y/T4m45jhHFlZ+mt8y/I7Bm0bzNaG7VtS21vGj1mfv7xDixMobnDyAmYdv/k5ZetTqajkfCphRVXGQBcMiCcWywpymevvnZ7/+6HH/n2Wja3N6sciQP5pX3FxsOOYgBLBiju78tb+fFHf+M3Pjo4EPyxEELIJoMCgBBSlZFjJ3/9174cv2zpteJOwGzgc21vqvcqlwwImAIGQIbpph0lUAZYK/EOGTBw+81/8jsPXPZLv31qpWJUx0q81b3ryACk+nacOnValMuncmXAbf4JeE5TBvg1gALMTiQ7Wp0yAMDw939s+Hzg7uFTKbsf9XwmA7h72hiPrfnFg7uWwMrDrB/6y72tncYqvvzA3RXJqeuuQHYW8fbR429664PhaBsq7UCxuH3x+SnjhZz427wFs+No25bq24HFTHp67tQq7EV9OUwAtgxItDQadiCZBHD2F6pvxMpSQ00sOZ8/VZz7pZv/QXff1h8dGLYfyf+hmTLgerNr0MuRxeuLTQDGW5Wn//2/3d7fF/wREULIpoECgBASzMixk7fc/8UuJead9uWTAcPPvQj4hgGvLgNAbYPxpXPvqrnKa5UBOGXAak6Wfvb09JjzucYBUzh4ZMDqCmrrjWpUi7ZtyEykbt3f37czPTVnTwlwDwN2v10Fs+MBowMUAIoV2RvvOlIGkPr5jw//6V+OHn8jPT2HkC8iR1B+4L0jKA62dwFo7YReMbbIJ5Sze43Q/8r+665MT8+nZ+ZHD/0E+WV0dBsnCr+oEAAwc9qwDMnXdY2ob8JiBqEwIFAfl76g1M039PfueOTb3zuVWXJ5e2BKgroGZCZCmrqtpyc9NWc7hYzxw8tQoAhcs7DWqcUPR5bu/ejHz4yMWSv9gQUAWJhWoDgf++W4gCkJKAMIIYQCgBASwMixk7d8cfDalpnXJmNAUL1vZgJCpG7d39+7A8DI2MnR428A1qq8AJSqwwGMvZ7iAZcpP3XLftd8LpkKUBwyYHYCsbijlSe8MkB6iu7/dHpqbvTYifTUnMu9A/M6BpaVf9zeIpfVZffPcsl4oYWhIHn1NanrrgKQVAsA0notgNHjb6Sn5+3Px7iF2/Hvnfx1kRz/MvPg+TZtoBJg8DN3yhcjx98cPf6mvd5vGX7gq0AO6hkKmJkBOS8sv4T27QCwkk12tKZuvmH4uReMCgHnQDEAK0uyODgeqytk53ZekRw7Ne1KAgColBAKa7q4aUn8tEavicc+/+AvPfH1v0rPLcMnAw5HllDXaC3/W7xs1g1TBhBCCAUAIcRLcLN/BLf9SXa0pm7dn+xohRBD33gKAFaXjYX/QGuQZ+Kv94KOGb0eDQC4HEH+K0iFMOvRAG0Dt38U7V3Dzx6ypw7DIwN88bcVvmshtCS82x0Nf5IdLQBSW+sBJK+9Tm5Mv/73AEZf+fv0zDwAIz8AOUdsw5XBcPuRZJQfGOLLK1vPfC47UGpbw8GH/9+hh74GYGRqFYA79IfjXMfHLfyKwv3NcIqHuH3rVO9Vp95+O7uymhVhAMgtGq2EMuOuR52diEbCX/7tzxlTAgAUV1Euy49aa+26fCGfEauy5PfVZCwar78lnvjO0TF5rFMGWEOC/TIAzAYQQggFACHEw3rN/qvLgIHbbk7u6n3kTx49VY7Yth9U0QDYqAxIdrQOfOY+eziX8RgOR5D/Cs5y4dlxAMmOtlTfzmRH68hkzp46DG/OoaoM8G432//7+oEm1VUAPZ0dyY6W5NXX2LcIhdLFMID0zPyp6fn0zHyVymCPud9fGez4/AMHislndpYXm0iTj3WpkeNvQsb9TjtQ4AUBo82/3BU4j8wpDKwKAccfl1TvVf3bm4Ye+Y6hhZydQ+XTzk6grkE2/SwUS6hvNLZI6hu13KImsGtZbV4tHYkDwC/u7ns+O1XIruxK5zwZAFkTvJ4McDumSjXF4f92gDKAELJ5oAAghNgMPfbk0DeetNeSUb3Zv29dP9W7o793x8ixk6Nn8xs6ZXUZuSzat7smhRm7zEEBwu7DM/zsC4YGsPbCJyRkYbH37hMABm7/aIAGgLsCGAGNgHwyQDH+Z7ZKP1AHMj/QoxaSHS1o65JfAtaggC7LMiRzBXbXHefdPd8CGeKjygL/wnTqI0m0dSW3tNi3A9Kv/316Zh7NHYYC8Z21zgWNF07Pj6tEWHhP9A8NWJge/Oeffehrjy4KzSgVkFLHaQcyPT/Jyy9Dfmk1Oz9dcJQLA3159c1wKVIRVqD/ix/9+Pa+rQ//6VO7TswCONxRu2961fkwChSP8+flyOL104XAd0oZQAjZPFAAEEIMhh57cujhx+yBUOeUAc6AfnUZQOrGvf29O0Z+cHD02Mmqq/7t2zB7BrG4K1Fg7+3C7DhiceeYMAhjUtjI5Mro88+j3txrKwHHrDFJkAxI9e2UFQtDT79itycy3qx7Rpj1fmURsIz1jQHDpgAwL2veTqnq3nHWHoTCyS0tAHquvgazE1IYAEhGSgDMtkLm3RemAaQnZwI0gDzLEeI7cwLp147DrEw4ZYb+3g/EedY5Qn/nXmHvFevagUpr2NJt5AFWFuOx2i/d/4tDjz3pHxrgbfyfX26K1f2LX74jPT03/NTfysxAbUkXq0uRpcUbpvKK+VSHI0sDn/nlpmTivzw0vC9ruP/hnwawMP1yR1Q2AgLwlray0FAX6A4CUKwpPkoZQAi51KEAIIQAlvNn21XeHZYMECLYze8O6FO9Vxl5gB8cNPZ6kMrhvKxBAgAGbr955AfPn6rU2j3y7fJZZzf69Wp8k+qqtAOlp+eGXznte7Pj9sEy5lbgqA+2TPbbvMv9sxPBzf5dQgKANJ8k3OfadiCpDWSpQ09XB4DkzmvsW7vtQOmZeacd6NT0PJo7XKv7VexA9pPgvEJ/517Hqr/rb4gIvqwQAHrUfHJX3+ixN4yZAPLcFZ8MyC+jriEeqyus5ndu6xjLrBrbV5e1aKxprbykiYaKann9m5IdVjGAswDAShRYob8TZyWAn2JNcW1X96E/+0rgXkII+bBDAUAIcaz9Vx3u62/nb+0947DxbIOpAYYee9I8d2O9QYHgSWHtRm9QCMRjddmKamz39P10nm6s2VtX8FiPck0o/ovfeACzEyPHTo5OrsCDM/WxwcIAw1OuBBwJh5awRwc4OoTKyVn+G/kJGBRwDjtQQN0w3mXoX2XV31Ui7PuzIgQWplO9O9ITZ0/NLdvHWAeuLCK/bHyvpftf5gF+44H09Nzwd56W8kApl9RCvrFY2VdstHz/ryZjNRH91s4dp7/zrGI+m9P5s06sTxlACNmcUAAQstnx9vzJTLgW+zfUzt+7N9V71eixN+x7bKQ3qEcGzE44VEcXZscHbvtoclfvyNhJ28Tv1AAiMFj3DAcYR30cAGpjyY7WVN+OZEdr+tVjw88dqmr9l7jm784YJh9ZAOBoYhM4S9hVZdvSYb41ADBa5jcnbLni7A7kGf1brdenv0gAcCYKzLff5dru5/xCfwtHEXA8yClk791iKMOHvwEA9XFbA1hjhq0HmJ1AWxfyS/FY3Zd+7ReHvv49rCxBQXh5SQCqqunhsJEEiCwBkMUAh77yjOfhXo4L5JeuLzZ5XEDew8xJYYEUa4pL21oOP/3H1Q4ghJAPHRQAhGxq5LSvAOePbe8Zr27UCQ7oU1vr+nt3jJxdcWkA2Rt0feePV3W4x4QBsteQXQ0skUYgyxfkwbnXwjws2dE6cPvNAEZ+cHD02An3/C/r1oaTHFoIcryUVQEMX7GB1Se0Gs4rexxK8kNwWomsLfBNGbPsQFIVYN0Q39Pqx5MW2Ejov/7ewPpgBJQID95/l5kaOoP27abYG0dtA+qbsJSBFvaMCYuWC4mWxtTNNww/ewj5pdpSRUCJLmWVugZAWa0UarUoAD28dnljW+tby+Z3C2JhSnHmZIKe31cTLJ9eERCK+63kVhfWdnU//m/++fb+3QGfAyGEfKigACBk89Jy5+c+Gq2/4ZfvgBBDD33tXF161vfru/a6NIAnhwD/kr9v++x4tWY+g7/2DwEMv3I6PT3nagckccqAanstzDB94PabZSpg9NjJ9PRc0HQwd1gfUAEM+xTrLm3OZv/uxfvsNARQKXvPXWegrxO/uX/9EB8+YeApKljHKYSN5wQcf03mnXvt7YP33zUy+ndGDscZdq8sGkc5C4IF5FRguy/QYl4rl26eyr3a1Q5g3zszRzpq902vHu6orenstKaDWQ1/5ESw9at+39JWAHz+RP77V7a93KICgK7DP13YZKJVffrf/xvKAELIhxoKAEI2KS13fq5+cn6ia6s0ZqSn59JTc6PPHzxXl57qMsCjAXqv6t9aP3LMdOyc2/kDwFId24Jia2A1Fy2ufPmLn0u/emz4OXM6WMC8Al8tr2vvhB2SOlIBliNo9NjJtB6taugPeCPmoy5MGykCSwNo4aphunNF37YSJVwfi+UF8piLNmLu99cN+7FC/NZOzJw2jscF24FgFwG3bIXQPfXByY6WgU/cNPQHX0VdI2JN8nDXZctFtG8zNlrtQYVAflktLG/p7Nq5tXX02ElNDSkCseyCbA+q5Jf3FhsVrDcdzKoEgOn4FxAAFHOx/y0tD027vFgjj/FUEvuhDCCEfKihACBk0zFy7OQtX36o66fHJtpbZKCZ7GhN9V5lTPN96Gv2ocE9fGTcacbHq8uolBFr9gf0iaiys7Pt1Iqenp7bwKq/U3W4q4GdvUGF4dtJT88Nf/Pb9nWqjS07n72pvh2yT6gpA2rNI6xUQLDaAYLqgKu5kvxkpxHvcCkO2VYIzjV7/6Qw31wwf1AeWCFgPbD/lHNWFVfbZe1t2QoICN3Y6PgLM/CJG5MdLca4aM+8MMMR5D5HmMXBbV2AQH45UsrffEXnK5NFLbcogJwmYhUF+WVpB9qXRXd/3/PZqSuPTsOaCOZ+Zud0MOEvVnbjlwGHW1RnfoAygBDyIYUCgJDNxZ6B38288kb8sqXXijsB1zK8TAWkrrvqli8/VGVd39FuP7Bhv73XCOgH7rkt2dE6/NyLhmt/PRngbDTk/r0k7fKOnEByS+vA7TfLguDn/+P/fsvv/kHVKcUblwFmtkFONIOUAcffSFcc2QBnR/92t42+XHb19jGub+YinGG6xw7kNOHYZyvB1Rd+1un1Wc3es34cv05VcbWz7NAfELq/C9DgZ35h5Ngb/b1XjRx7Y/T4m8HdQqUksGaHAViYgjALDITxYSa2bcsuLmGtclum9MNIHkCuIRarKPuyypE4kF9qTCbKheI1YxNyUICcCgx7sV+BszjYTAWsz9tafqGhDqq6b16HTxi8reWHf/WXPzY4cM7rEELIBwQKAEI2EX/x+3/+63/0tWJypzfmMePyZEfrwG03pa67auixJ0efP+jqw+PBF5T79hrN/gf/988DGHrsyYB1fYk068s0gv0w7r3SF+Q4V4bpX/nmE/FYberGvYYjyP888p7nIQMcpiCZFZmdSE/PDR8dN6Jzw5Zjlt6GHOvlVRsBjQOKK0z3WPad7XosK5HsAgS3Hcg/ZWxhGpWS96aeeH0jjn+49QnOxw7UulWuizswvteD998NoY8cf2P02JuuU/zzgwHkssgv2amAlayhB4R5wZUlAE1q+V/8xsD/94eP6ZVSrKIAxugAGdyHopFSWC8XiuGSajl/9mVhFwS7tcdGBEAg/vzAZ7d1/ZdOtaYhevCr/+7CrkkIIe8PFACEbBYODQ3/k2/9VVelbmJtdrwxurqtp75QLmpqKaxCF04NkOq9avTHR1DbkE6nUdsAiOCQ3dOlx2rYLzH3JtXCwG03j5xdsdt3wp9GqD4VeB3P/ew42rdJJZCenquqAZxntXV5cwWeil6JGXMnO1pRKaeuuyrZ0Spj/XQxNPz9H1e/kRLs/Ams7q3W1182GvK0BoIlM8zkjLXRma6pFq9b3h74QnwE5QT85Qr+h6+2C5Dx+uBnfgHAyPE3Ro+/aQ8KQEBxsOuCzr9K1thgqQFmJ6BpqKmLx+risdpP7d49/M2/yEW0WKhubxYKlCNxsayJNg2f/61/IguC4a4EgFn1e0Wl3v24F/6n8G0tD2ChKQZg37w+0ao2JTtq4jHKAELIBxYKAEI2Bfvu/sJieuqKYg0ADWIlezYdr92J5pWINtFYM9kYLYdMGaApaOka2L09uavXLuGVGCGyMFrge7D2BjQGrTebAp30nmKnEdYfMVbtdgCQ3NU7cNvN6ek5o40PqiQZhClLMlVid3kvRQEALYTmhEMejCc7WlO39ANIdrTKbenpudHnR72Ng+SSvKRtmx3XyuJjSxhYhwVW9zq9QIH4pZFTKgDe4WJ+YXDOEL8a5wj9kbruyuSWlmRHy8jxNwCMHn/TOEtU6Rrkny8mHMfIQWlt25xJANkeNB6rjUbCqXjHd4+OyXqAvVnllcgS6hpXapTOrVv2ZZXns1PyQp6JYJ7WQBsXAM7jjrSo0Ct7g/oLva3lo/FYU7KDc8QIIR9AKAAIufQ5NDT8wNe+dkXdNjjCFw2ikpkAoLZ1LUdC4401Zxui0XKlVFwpri6JRPdA77ZkR6s3al/NGTF04Pq3jEqDdsU1vUmsJXf1GVdzJQocS93nGjEGwBWDmTIg2dGaunV/sqPVFC3Oa7ozCUard89bcBbvmk0/PXHdrO3SSXa0pK67CpYYmJ1IT88jFBr+/o9N1427Gah98XFXIS/c1b1w2IHaLQeOEjAUDL4QH75I2iMJ/E6hdVinXAHe6D913ZUAZNAvt4wcfxMQdugvTwn4ayMwcxpberzZAOHQBlYNgF0cLJA3JkU0a5WmWF25UMxNzQPIaQKArAyuT7SEW1pXphZ2T5Wcpn/n2C8pA6rV+Do37nVskRxpUQHsndcPGy4jxdoo9Iq1ZbJVnYgqe67dgUqZOQFCyAcECgBCLnEODQ0fOvDoc/GC8U892KFuyIATMV0A1+SUyYbo2VjNTddf3Z+oGzl2cvTsSkBbfb/zZ929qRv39vfuGHrsrwFzkJa/avb8ZgZb241cgZwUNnLspDmDzFG1LKmWSfBe03TyrGNAMkl2tPRsaU2qheSu65wHpl87DpklOLvquoKcTeYh0A4UCrk6C1WzA63j/IE7apfVCOtUJAOpbQ3WdZJbWownAaCFkh0tVe1AzR3p6fn0zDyMJX/HhGB5SmD0L8nOIhRGLO7YY+5azAACTW0OAWAt1hsyoOfypJifm8nlha5X1ooAsLaKmloAWk2kvbFhZWoB+aV90+Z3obkD5nQ3ea23tTw0DYBsA2qZ+6Gqxgu9Ym7RhF5RVA3A3nmj7OFIi2rIAFXbN68Ls3LmiGw8ahxcOduqNiUTtAYRQj4IUAAQcinz5/t/5/dm3pbOH2TG7X/trgBUAN4yWQ1iJaxNxWou/3jvzdsbjKgd57DinHPv4K/9Q9usb1lu/KMA5ML/RsYG+6aMyRlkaT06/NyL9rur+pyO2FoxI2NHveg5Kgra3Uvj5XJyVy+Ani0tRmZgYTrZ2mjf1DxMBsrpStReI69mB/InKPzMjrucP4C0KgFIhksA0Nxhrc0bDx9yO3/k2wmZRQJGRyOkp+ed95GPbXFqel6+o3SlBjOnIRwpGr9NyPunxv21LP/d0m3udO9dzCAUsisBjAOE8eVqDqFQraa110aKqhqNhMuF4vhsRlEUTUDXVL1UVBQFqgYh4hV1WRNQQ7JRaYOuQtc9zf4Px7E3CwV4O7J2mTkZQC7txxeXoYUW6iIA9mZxpMUI7o/EIbeYB2tSM+zN2u/zlRYNeiWhqfFkAgCtQYSQnyEUAIRcsnxr/+/83szb1myjl1vU5tzq5aYYAKxw0/FLwJIBbV0AQhAFVWu7bc9zr72ZzU0r1oEblwHOzMDsRKp3R/+t+x0r9PLcwFEAjl3wyQDnzGDf3mRH68Du7QCGj54xSgKCZYA/GRKUDXA4fwBfFyA4GwE5KoBd1n8kt7TI5XxbG2QmjI2wmwgZEbYWSk/Pj44vuVoDAViYAVwhfnJLCxamjeDeGW2bIX56eh6Vcnp63vMtO/XacX8joPSJv3c+M4Bzdy/13ldKkaAOP+sIgOCiAp8tX8qAuibA/LnSK4AwfrpWc4jWo1hQy8VItDYeq51bWFQVpVgsCiEURRHlkrGiryhQVACKMFbohdABhKBWoGtQUxmMtgFAg64KvZILKTFd3TNfsR7klTj2ZPFKHFA1z3a53m9t/GGbrdw+nhHGMcCeLM62qpNRVVqDADAtQAh5P6EAIOQS5MzI2Lf2/8uvfiR2+eQsALRtezmyuM/0PdsYXhT3LwF3KqC7v297/+7TI0ePvPT3s/WRmdWZsqZAbKw3aEChqksDpHqvMpSAFehjwzOD1z0r2dGa2lpn1jA47EBW2iH4RMVVG+CZzguYnhzH+0VgFYHP5OOpAHY9aguAni0t8rFlu57k1dd47+K8tblFrtCnZ+blrlPmgn16Zt4VVfvbBJVLRq3zOr0+rSphT90whLeMwYXvb8o65h+J3wJkHOU+TKaGFmehhaCGUFtviAQ5QACArkNVEQqjtAaBLfGmxXx+rbgGqKqm6k7Npsg/fs68ioiJUE7VjdwCFCiKIoSmaGVRURTFsPUoqiYQK4ucJqCoMV3NqTqAmK7KJf++rFDMtzfWEgKwe758tCW0e758NG7cbndWHI0rlnio1JTWdvVE4zFQBhBC3i8oAAi51Hhh6NEHvvVX1sI/zKpHEWg9N1asjVD+cIthepYDj2TA133fXVIDPH7seEVVCpqK2oZiWMGM2waTdyz2Bw3YMlGkS2fk7Ep/7w5XNuBiy4BU71X9W+vT03PDR88En+UMgj3On8BYP+Dt+KoIrIb9/vJfSZu7r7+At12P41xjdd+sEEjPzAOKEaEuTBmvLYninBgAX4Aul+e9If760XwQgT9IQGCkfw7nj4UVxMeaAMUb+sP0ekkvfl0TVhahakZSQugQwvhWyi2qZhwsXwgBoUPVjCNVDYqCSlnVNKEoolSEokIxbqqomqqXKlBMRWeOwlBUh/vIQBG6FgqFwuFiqRyJRIrFoiiXNE2N1dXGm5sH7r3zj7/1pPEYegXArYntAL57dAxAX1aMxZXdWXG0JQS9EopGuuqj0XgsGo8d/Oq/2//FQRYNE0LeOygACLnUeGHo0QMPfU0GtS+3qACun9chg5eAFvWOAoC2LufkVJvMxK6BO77zxtv5nN47WdAgCpo2E4ucjdUs5qahKWjuDA4KA2SAY811dry6I8g5FdiNXwY4ywB8e+V4Y8xODD/3QlqvXfcJ3VF4uXxu679zu+Lu5AN4x28ZNbgAHEda077gru6tYiXyVh14Q/wJTzGA7035Gge9W4QpSKrsXPdrc7O5fWXReFHfZJeCrC6jUoY08ZfLRrGEFc1DhuYABHRd0UIARKWshELhUERVBISe6NhyeuJsJKQVy5XurVtOT05HIhEAxWIxEg7p0CDK8jp1tbXZhQVDDCiK9XhqKCR0AYhaTc2XyoA8RMBdm6GoakhVSxUd0AEV0GvCYSgqhN7e1ARVyyxmoaiJLW1TM5ny2urH9uz68U/faovVS4Uwk13SyxVFVXW9eH3P9mg8Nnbynb4dl0ELUQwQQi4uFACEXDq8MPTob//k0D2f+eTg/Xd/a//v/PH4hCcuN/61n7MAAN5xuYcjS3WJln/6yf7jw88s5jQAYYgylMVo6GxDzcTarOjoxsy490QZHbl6g/pHBNSZIwLeAHxFveesA/aXDfjOkqPN/uR3Hhh67K+HHvpaVeu/fFyrELa5Y6MVwNa56wz2src4mn56/Tm+nkiBViLPPC/P48k6gcBOoJ7GQXC0E4U/g+GbFhwwy2yDcX+1I4V7j0MGVExjvRAI10ABimvGlnANSmsQOhQ1FI6oilIuFyGEXICPRCIQery5eX5uvlTRm+KNueVcpVxuampYXFrRVKWii6Z4Y25pGYoSq69bXFyConRsaZ+ezdSENKihRGuTRyEA0IXQdVGuVKCoqqqENK24VoxGawr5lWhtbXGtKKsLhBBCmBYgWXhgvRBCg6KoIaGXdVVtCUfnS3kAW+obssU1CH3r1sTUTEa+r0Rbs/UMABJtzT1mKTllACHkokABQMilwPjI2J2/9/9rO5WJ1jY1JhPb+3v/8+997tDQ8NBDXzOOaHMNAQC85h/HdlcBqGUK2juvX/fgHU3JxPH/9L8W01Nyr2yNoivKlkpkKhZZrgm55uwWPFOBg9v+WEad7x48lC0D7du9j7SODKhSB+w/S6YCUtdd9dl/+/+lZ+Ydb9x0/vit9nBs98bZ00YdsBW1rz/Yqyq+6uTqdiB7I3zzvBwthgI+Cn/s7rcDzY7bSYxqWQjPUDbXh2Ay73/L/qoAEbBX/teoGq9HdhY1dQBQWos3xwFEI+GZ2UwkHIaiJtpbLIfPwD23WdcafuK5qZlMoq1ZrqlPzc59+Z/d/x/+6E+tA8prqx/rvRpa6NTM/FRmIbGlbXJ6JqKI1sbYqcwSdB3hiCoqkXC4WCp9/Of2nnjz7fmFRQCqqsi1fLmEPzk9Wy6VtrY0zyxkK0KoqgogFKmJx2pnMvOWfqiN1ESj0aXlJb1c0RUAaNS1JU2oug41BL1cgdAUDYAOvbGsrEQ0RVQULfSPr772+akzAH7pphu+e3QsOzcHoG/HZfJdUAYQQt4lFACEfOh5cejRFw48+oedq1fkFbR1yX/S2/v7tvf3fbZr26Gh4f919MfySBFYA+ALTw0jUGYCwOHOhr2Ty/KYpmTiugfvWExPHX/kGbn3iLk3DLGmqHN14Ux9ZLY+UsqehW7+bvH03KzSt0fMnkkme1AfH33+4Lt3/gSeJVMByY7WwfvvvvwffjY9PVd12pdtWBJYmLGNOlacDbMRkCdolh8pFNeEXacosqz/gF2B7eks5OzrHzhU2IOVFlDcF5FI5w8u1A7kquQ25yo4mxcJ91DhlgQAzJ6x37KTwNBfVo+UiwBSH7tx7LUT0UgoGglPzc4n2o3upVOz8/GmhkKx+Kn9H01u3TL8xHMABu65LX12Jn12FsDY628U1kqJjnZASZ+dMa6sKFhbhaohbKymJ7e2T02eBRSo6o27rz3xxltSKmSXcl/+p78KYPjxpwvF0h0fv2n48aeNi9TUYm1VJiWi9fWF/EpI09raWqFXopHw1Oxcor21UCwBmJqehaohXINSIRQKlSs6dF3+hEQjYVRKxVJZ0cv7erb9dHyqRgmVipUVVeiioiparKznNMQqynXZyvG4Ju9sve7N6sfi6kpIaQqF10RJVRU1Eu7beQU7CBFCLgwKAEI+3Mjo/5krWwHc/ubcs/HCS50xOei0KZm49sHbRw79pP1kdjE9BQCZcZ8GEM7wVK737zMnHAFAZsIxPaDLpQHgTRcAUIFcWDvarK6tLuod2x3xdNDAL0cv/2gk/Ct39hujfH9w0N4beJac/FVtr3+73ePflgGYnUhPz41O5T3d7o1ndnr6WxKYPWPEq3aKQAECyyoAbMwOZPhzXJ1AjV1GM82EsTAPx8NUSvYwL+te1hVc2Ywgo5G10dNidR07ULnkWuOv9kfD85YVBdPpKq39XaF/6sY9APr7dlrr94WynpnPxmJ1hbVSsVjUoQAidUNf/95dMvTP5lbi8eb01CygoLQGBQhHZZse49Zef77AWgEwy4ij9fYzFNegV1BTFxUlADfu7U0m2kZfPAxg4N47h594LjN1tqyjoIRQKkJVjZIDvQw1hGhtVC9Ha8L5fL4l3pRdygFItDWnbr5h+K/+RhH6HTP5Q/EaAPmwAkDRQqoiSrqIhMMAisVid2fH2Zm5tsaGxbk5tQQAKxpiFezK6q/GVSkJoKo5pQJFjenKkloB0KiHljS9RQtHS8XliJovl2N1tX1X9sAUA/u/8HtUBYSQdaAAIOTDitP2I7e81KICaLGa/QMvt6j1iebPffruMyNjZ0bGAAhvwGr+BqheACDgCvSragDzxCMtqgJcl8VMLDJbH5mtDytVCgD8c38HbrvJ0ADH3riAtj/23mpG/zZTiihIdrSkrrsqqRYApPUogOHvy1SJGdlr4QD7vrFsr3i3w/GpSucP4A3T/X6ewGhadlM1cDwMPHkGpypwuG7sR/ONDwt0/gCujV6psMWWJet5mdxvKr8MAHVmbYb9h8a96g8M/sY/BvDwt58qFEuFYqkgVBQLxjFWGx8AofDg5375K998HFCya2UoCqAYR0qnkFLlLQMo5I0X0VoAxrPBbBZUU2v4jgBE61FYga4jFFb1sl6pxJsa86sFFSKq4kufu//hb32vUCxlc+YFK2VoISgaRAXlshrSIpGIXi61xJuikfDAvXc+/K3vAchnV9eKhdpyZVlDvdBWVBGCEo2E/0Gk8WWshqKRX7rphieOjk3NzgFItLf2tDa+8vrbD95269sjrzyZm1YFYkLLKRVdVRsrpgYoK7mQAqHHhNFEqKSUr+lMnMjMAZBiAEwOEEKqQAFAyIeSfXd/oWEs3XzZ0uqUsRD+UmQRseYb5nXXP+nMOIDt9929vb9vKT11euSYlQoAXPGca+0/M+HcJaTXP5fda/qCuu+7q7t/9+mRo6dHxuDba9DWFYEoQpUyYCYW0RcmURHnnPsrzfp2a6ALkwHBfffNQV2O42WfzVSiPtnR4hx/O/wXTwTF6+4lf6efR17f7/wB7I3yqVynC6+N3rbyu6Pt2Ylgc7/EahPU1gXF7Smq6vwxZczCNJq3eJv5WCLE2ubXOdZ2v6qxMj/+0F8YPqKB229O7uobOfr62E9PZHN5RKJGQC8PCEeMguZYXBb+xhvqs0UdMI09UBCttSN+q2mP542srgBAbb39GHJnfhmqZkgCa6IwAFVDJIrCCqL1AFBYAYBofVQvRiPhaCT8+U9/0rAJ/fxNw098H+UShI5wjZFbkJIAQKUcra2Nx+qgatmFBShqPN40v5Atrq0hFInqlYLQoYU1Xb9mWZypqQjg5+MdLxQWlkSlNqQ2NjVbLYNOj0+qorL3suTkUu7s7FxMaNCNHJ3TL9Sb1Y+1hFONra8vzzYnt8rBAhLKAEKIBwoAQj58vDj09V//2levqJOhv6+NT1sXPAvLmfGmZOLaf/VZAK8+8qyhAWDLgMMtqsv2477U4RZ1r29vd//u7vvuevgP/2StHPLvlf9VzCsoQDYammyMTsdqyguT0AXatyFzBvXBDXxSt+7v792Rnp4bfu5F53ZvBJxbwGoO7ds3sOoPa+EfqNbNU0mqqz0dLcnOjmRHi9F3/7XjAEbP+mxCAUvyznu5n8Gz0Vq8b+6wXfUIakAE5zyyjuCBA4FGoxbfBAPbDuSIzj31DE4RIoIaAcEtA+Tp0h8V+N5nLZ1pNfwRRkQODP7ixx/6zvcXc3m0bsXaqn1WuAYw2/4sZZqaGuKx+uRHrhsde934/q3lAQVRufDviPsVd24ml4WAY75YlVpkmR/Qy4AsKTEPW1uFXvHIAPkiGgnHGxvm5+dVVUtsaSsUClOzc9BC1gGGDNCNGoBofQx6RS+X/u1v/JosLSgUSzt3XjX6wsuolKGFFb0S0VFERYUKQIeuAGE1Ei0WV8LKnfVbjkbLAELRyMC9d8orDNx750L67I+PH3/9rUkpA3KaiFUUY+aAqgEIRbS1ytq13V3WlDGOFyCESCgACPkw8eLQ11888OjjXVptbVys28ZHBIVuuwbuaLxh35mRMblybxcASKp3BBJBe7t3tXffd9fpbz91euRo9313mde0z1Xcl1WApZrQZGPN1OpstKy3rJamYjVrXT1wJy1k1Jjc1Tdw200ARsZOjh73pQJWTReHpR/Wib+BqsW+CBpQAMDKDFx3FYCkuiqPNJID0im0zugDr/Nn/ZaaImij+ZCB88isZv+BPYLk7YK8MBu7eAhxt9EocHCEFrbzBorq1QDyL4tRqB2z36VcZY/WAYguzRQi9chl0boVc2cBs4BY5gEiNYCC+anklVeuzs9OK/WAGe5n/I4yh7qTd6mUvaOF/f1GTSmCaJ2xUbqDLGsQgFwWWsiIqstl2e7TKO0N16jlogDC4XC5VNJ1oaiKplfKoQh0HUKHACI1KK0ZOYFoPQor0Ug40dlZWMpGI2EAPa2NJ6bnC4Xi0uLyLbPFH7ZFQ7q+Z77srwO2XoSikY9G488WFyB0RQvJFEEkEolq0MuVxobG5ZlFmY6QpcPyOkVND0cje66+3PoUKAMI2cxQABDyoeHFoa//+rf+8spiVH7pbuofEPgGRO2Z8e39u7ffd5epAc5dAGBfyr1XNgC9t/e67v7dp7/9VHeq7/Rrs5YGOOIxFDlOVIHlSChWLCuZ8VwodLax5mysptDV4x3+Ojue7Ggd+Mx9cGoABJQNeB7VvJflDLHOUqoO8Gpzr6kHOX+M5EBHK9q6kpESYCzJy46i6em50b/9EWD25peEQsYHbG1s6/K297GmMQS21Kw2j8zZ7D/AklTFU+TcKDaiTEyq/Yw5yS+jUkZDM2CZfM4Y3yBPf08hBh+45z888peFYhHL81BUI1JfmnNdsG0biqvIZXsSbYqupytRx2I/oCje+nLFeRd3WsnTaVS+ktG/TCMAKOShVwytspY3Ov9ILJNPuQRVNew30vBjFARXoJjZByEMeaCoEAIKoGhQpGZQoQD1TcgvQ1Whamq5qKpqW0tc2ooAFCqVnVdeMfrC4dpy5coV5XSNMQ+hN1s51KpaC/xLIWHlClSBeE0d9EpOFV+4/RY5ZhjAwL13jvzwUCGb+9MvPLjnX/+/fVkjTRdPJqZbQ5ZBiDKAkM0JBQAhHwJeHPr6jw88KoBn4quAp6m/a5Sv67QgDSCA7l1t21N9ZxzxusTZ/dN/1pHI0t7JZbnrSGRpr3tgcHd/X/e17adHx06/Omvtda1BV1mh1zLjL3Y1teVLZxtq8l09XpvG7PjAbTcnd/W6pgU7ywYUVF2GDygbcDh/ZAxt2/fhKvmt1tvHrAy28wOZCQDJzi2Av5NPCMDgb38WwNBDX0vPzANGPcDApz81/Kd/mZ6ek1sMeVN2iweJ3dbT0UW0uSNgZJjj+RVAZIzlfEVAKFBKZaEgXBGljm3R2bOFiIamLfLhFQHRXl2ZBH56HmZOB3T7yYwbnp+2bc5us4laDcBUvgwIw34jkwAA1lbt13NnAQx85peTibah//yHzj5OhhJYXUGlhFiz8YYhO5b6ekM534VHisintUqEa2qNlIVVeQwgEk3tvvrEm+/ML2RbmuPzC1m5Wb6urK1CUQWsJJYCoTtHCLs/Q8X4UsoGIRA2cwVAtLb2xr29J06+mV1cSrS3QtUKhUK5WFlZWinoRQCNemhF1TWo0Uh9z8LKqRrvGr/1ujer/zQRBVAbj/3STTc8/P0RazBCdmFhZ0fH1XXNLx4/fnVD+1SrZrmDgj43QsglCwUAIR90ZPT/9JWt8ss73pyTMkB4QrQqgbsnlpVHd/f3bb+27czo2OlXZ+GY9hW4Zu+cBWbvlThu193fJ7MBp0eOyi1KVUOO68rNudWripHVkDZVmJ1siOa29UBR4vliNmoYXexpwT94PmDub1Wjf5VVf8O+Etjex3Okb3twJx/jzsktLdZXPWoB7Z3Wl8ktrXazfPPWhrPI2QYU69YDeFTBhnIFjjqB2QkA41Nz9U2Jbz91aCIevTyTPx2PXv3TE2daG5Zqw82R5mxd+PK5/MzqzHI03JQvrXR1l1VP/9Zq05E9WQLT9G9lD2aNsuyeUEFp60pPZQCBzCQAtHYCAmurhusGwNxZxOIolwb+0V3P/N1PpuaX7KV6KIbP3qjr9ZV2uDSh+w9c3hH6S+w8gICQ1QVI/dweAP27rwYgu46mfm43gGf+7iV50vxCtqWpQeqE+YWFzvbWqblFzwjhUDisKkqhsKZACKGbpcmK/ckoVrGyAiGgKFBUw2IkdDlqILuwkGhvHbj3zj/+sydKheJ0YQ31jVhZCulC08XPZUpWxO+UAS+0KvUVBaq2pJYBNJaVlZASrpS6w7UrLQ1w1BL0tDbKFMGvfvWRaDxGGUDI5oECgJAPLjL0f7xLi9bGvfsy4zA0gPufcPU6YABo22Zt7O7v+6P/+X8cGho+8NhThyOL+9wr+s5LHfat99t7JWbYJzXAP+nq+twvflFuURBkHTHrYj3FxyGIwvzUVCyS7+y+em5lvCE60ViTjYYVUwOkp+eGn3uhuvPHZ/SHP2BVqgbxnnDfmuwrcY3I9Q/2OlcnH2Fu9xtsAADJjmbHM08ipKG5QyhKpCw6u9owM56eXQgLtaxBNCcUiEhZtJ96ZzoW2VLQp2M1W3LFnyxnu7Orp5prr0JzMrv6trK8p6HhbHd31/LaVCzSkStiR1esWG6srwBovGGvvNXM+GysXP7JQ4++tWPHzszKVEPN9sXCakh5p7nuipNvrIbU9FVXnm2oaV8prYWU5WgIAlAVzI4bldz2uxOOz9B810bAHXMMPB4f/J3fHH7sW+mZOcTiRgdPI1cAAGjfJqNwLM8DGLj/V55++tlp1WxoI1fr7QjebfSyJ80JRypAViPkIKyJ1HKL0wJkRP+pn9sj4/70VOa7z//IaEsK2J1JAYTDEObABC0kf0h62poe/KV/aM0OkwMEAAzcc5tVsyt3/d//41G9UpGr/vYDCh2qZmQMFAU1tSiuQVWhqtFIuFwsOm1C5ULx1sT2x02rD1RtRSlDUet11Yj49dCKqkPo9SJkWJWAvqw+ZoqE3Vn9tUQUwP133vKXL/4kFI3IJxy8/24AslAYTAsQcklDAUDIB5EXh77+wLf+smuxEBD6mzhW96sutHv/ebsHgXX3923v73vmqedjPxlf/1LGdXx7DbePo9GNUwMc6WzYZ7qGgp8w6LJhiGJm0lQOylRDZKY+MqMV47G6L/3qPenpueFvfhsIqgH1tfi0jfWK9N+b1vlqS/6o1t7H31HUMdjLUh3OxfvmhLffjnA367SesFKCkI8tAEBVrOX8llwxvlaeqY9sya3NxKJbcoWphmgit3a2oeaqzErHSvFMcW77Svl0U2334mo6Fk4urqabaq9cyOtaWC4vq5Wy7vmETWHTmEw0Xr+3sUlpTHbIPMNSenrqtZm59CwgVEA332Y6Ht0eadOhTDbWnGmKtqyWwhV9cm1uLaIKINS8taLZjSkBRzbAqJO2A+7UjXv6+3YOfe3PACC3gNZOwFh3R00d1vLIZQEY24EOsXLnnbcPf+NbhgXIZe5yq711KoDlMGNLpXjc/xAo2KH/yNHXR3/yirEnUoPimn1ipAZCoFQEgHAEED1NtcmtW4yDDXWBHx85JicNJxJbINCztT25tf2Zv30RQDQaBdDTXN//8Y/KaH5qdq6wVoQQdn9SmShQ3O9OVQFEa2uj0Wg+t1wuV2SqQeh6PFJTWFqFXimEtJ0rOFXjjfidob98rRivxVhckS+mWrW5cCja0hSKRgbuuU0ePPLDQ6AMIOQShQKAkA8c++7+QuNYep3QX2L/060Suwt/A0oAmXEBKG3bBHC4Ra2Jxz7/wL2L6akzckTA+iXF5q4jHlMQXIviTcmEPGDvvL5kjB1Yt0WP48oBe9u6DkeWusNtM7Ga6BVbH7j9ZiMPkJlwDMRVqkThHXaDGgQ1sPdvDCTw+bOBrpug5jsLU4acEKgp6yVNiUyfKYUjEV3ozR2aUTI7rgohQuFoWV9r31pbqqxmz+7MrNQ3bZ2vDW8dPz1RH+1cyk3Gajpr2sYbosnFVX1hRobpanOHZS5RMuNCjiPw9CeFsIWN1cpTC4vmDgCNyY7t/X2AkPmBpRXtzMixpfSU42dsAkCorTMf0mrLFQC5sDbRGI2ePd2yWhpvjJ697PJixCcDpPtfAO1dZoPXW/r7dg79/v8AzCh/btIK9zE3KZ0/qG+SqkAGo8PPHgKAzCTauxztm9zfOLsMIOgbOutwIhnzDaweoALRusEHPjVy9PXRsdeN2l9nEbAkXGN0Jo3ILqWFvss647G69FQmefllo6/8vWsOsRO7naiAEMlEOyBSez7yzN++aCzqq5p8m//hf36jXFzToegV3b6O9TdaXl9VZTmyCtHY2PCpT/z86Isvy/2pm2/48yd/UC4Uu8qhDNZCuoBbBiiA+doI/Z2vd2eNG8WTCQAv1+k3N9TNxIyRgpQBhFxiUAAQ8gFCNvjfpjScM/qXWM3V73hz7pl44ZwFADbSQQQAaLr++l0P3g7g1UeeWbTidV84/nZk7bJijQwEj3Q27J1crhayH+ls2B+p777vrqZk4vgjzyzZYweCZcA6xcfOvQqwtK1n7SPdn7rn4wC+992/PbK8XLXe18A3r3f9xp1OP081QRLQmN9sRGM4f0qNDYnF2nB8tZSNhuJnx7MhxAvlxW09tWV9R2ZlLaTWlPXS/GS4pbOiIKQLoUARUASwMK3Ft1QUpbZcWQ1piZW1SmaiEo5ouqioilYqVhRFE0IoUFS7E6ji7wQa2MnHfZh7JrTxh6Axmdje3+uUAfbUCN9nqEGoQAmKljmT17SpWOTs5Vcs12hYXYEQ1oo4VnPIZWVCoClWF4/VnSrXGOkRRbHNMA0tALC8YHz4mQkAqU/camcMovVmq58V5LLBAgBBVQrWX7nZcUuKmLeQuR2R6t1pLPzX1BkFCRbWhLKIY0ABkNp1BeoaR4++7h29bCkBaViSqYa81RHVvLhegUA0Ek50JlJ7PpJMtA8/8Zx07Azce+fQf/sTQInWhAuFgiHuBFwXl/2IVBVaKJnsKSxlATjHDxeyJatWODDid27cnRVpbTXbULc7K462hADsni8fjSuhaOQfRFvOtqqsFSbkEoMCgJAPBNLuD+DpK1vtMMvZmMUXufpbG3piaF+KwL7Cyy0qgOvndQAiM950/fXb+3ubkgmXBjAvZQ0J9qwHG1Rf179u4I6mG/adMQcG+x/SW3y8gb0q0HD99d39vY3JxOs/enXk+BtTjdGrf3riTFN0pTvZPZc/0xiFgmhZL0RCVnOWSEUvhjXoxtwDtbVT9yzTZiZCilZWFc/Ceails6wq0bJeiGhGpebMuAwuQ7ooq0pNWawtno0Vyrn62sZoy2JdOFYoXffq6xON0a6VymRTTefi2tme7VvffvtsQ01LfUdnrqAvzCgQqJQBoQDCKsxYmEalJLfI5fyKrFgAAkqWHT4lJfAHBorLaAT7pyioOMT+JhqyMFbZnuprTHasIwMc1zFaUSnAYk1oOhaZrY/kO7sBR92tEMhMxBNdfcnE6JtTRiEvgpw/8ss2I1IffOBTQ19/wniDinOybxULEMzi4/btDo3sbv4DmaDoQmZ88Nc/9dB3vr+ICKJ19kczJ6uTt0IAxVUAiEQBYH4KQN+ua+69vX9o+HH7xs4iBEVBbhEQaGh2uHoAAItz0DTUN5kP5hg/LJDs7gKQ2nPN6IuHYRYSnJ44GwlpxWJRr1RcmS5h3lT2LJLDCkprqqJsaWuRuYVyofhLN/2cVZngifiPmgv/R90yAJqWLNZY7+mVuHHDhKY2JROsFSbk0oACgJCfMS8OfR3AA9/6yyvMBv9AoBPdG8QHCADg9jfn/t1HQjcUmwL2mWvAL7eo17tn98rF4F3/6rNNyYQrXg8K9M9LBpxDAwSblGznj680WUFmXAHQtm17f9/2/r6l9NTYT/6+4aenFrLT40211yhN4w3RyYborpnc2821403RXdO5003RXdO5t1rrJhujV8/mTjVFP/L3J95orV/sTibn8qfitdfMrpyKR6/56Yk3rt6xWBfumc+fbqq9Znbl7Zbaa187cSoevRrNp+K1Z5qjV2ZW3hHLV08tvrXzymtmV95prt2Ryaebay97650zlyWTC/kz8dqehdWGtbIAlIVpNHeEIFY1rbZSWdW02unTpYAGRIrsDSoApVIyrVaOaH7d5XzFuTGwu5G7valAUIvPKkUjTbHy9lRfYzKxtKK9+siz1nZ3csk+6XCLilz2xmJDKTOxEtZe6GlWdGGsshdWkFtI9e7s79s59DeHkZlwOX8AVz1AtM5aRO+Jaclre0fHTpg/bwpQxf8jcY0CEEBQLbKzDKCQR06mHTqtRkBGHkCOJ5MyQN5lbRW57OCv3zP8zN+lK1Hz1lYtsoJcFlDQEIcfjxiQz6BXUBeDEIa8FALFAvRKsqe7sLx4x8/flEy0A5BB/OnJaaOA2GokqlegqsaXkJUJQKWsAK2hyP133PLdo0cBfGr37vTIK6PZafgifksGAHC8VgAcbdFkRmJP1pYBe7I426o2JRMv/NlXAt4jIeRDAgUAIT9LZLGvK/RfH4cM8AuAl1pUADd4gnv36S93NlxvFOb6tERmvNsYE2bE64erz/MSshIgl91bxb1j7e3e1d7tGzsgI8WNOH/ce81oKzMOKE3X79ve39uYTCylp86MHFtOTxvWpvZtioAKLObnmtdKBaGHWjoBTDXU9CyvLoZC0bK+lj073hi9Sm0+0xi9/NQ7s9FI40phLaSeuurKnbMrZ5qily/mZ6ORtkIpr6nh6XGh4J22xh3zK+lk8vLF1YnVTPdKIbs12TAzkQtpNQ3t+tykKoRo71Kshj9+K9HCNCrlgCHNzmV+WaQBCM0x7tf5/TKX8zfk/HFvtL7RngcTcMg53+M1xcrXDtwB4MxrGd+8Z/tSh83CD7nnpVatUFhCe1exuGpG2F0ABn9h39DXn0Bbp+HVsUp7nUhXVSGPaN3gA/eMjJ0YHTvp6v5p9X2CM/qXXYDOQFGMXbKvf9Q0I0E4EgiAwOADn/zqI9+cnl803nVhxWhMBLMgAeZIYLM2YOCOfwBg+Bt/DkVFW6cr+pejCRqshk7u1p9waACnApHuoLoYYLqGzNY9ULRoWE1sTRRWVqIhdWp2LtHeOpVZAFBezZdl/1DpoVJUQEBRjDoBLYRKGQKqojaGw6uivLWjHcCndu+WWqK6DFDSWj7b1ABgz7zxGDL6pwwg5FKCAoCQnw0b6fNTFbuZj68HaNC4VnmQ0/YjLwLA7wmxxoR959jxfW4t4ffn7HUe4Nh7xL3XGhN2xjF2YF+Vc6vv3QZHsKeY2xuv37e9v68x2QFgKT3900eerdLJp0qawlkvC6iZcd1pnnHcS23r0v3nwuPP8W202v9LmjtcA9r8Dh/jLO9yvsiMS1WgwDcD2LqIv5MpfM4fT3vTti6xMA3g9rnQs/GC/bPgHhwB8wdj0XYEeRMIzjLxwy3q3nldg65D+UHTKmLNEEC0DoV8MtGKaH16ahaAUQbQ2onMhFHzKl87MMoAfv+raOvyxvpWVYa1xfkBWg8oP+rMOOrjniEA5sNkzAnT5vFWK1JZwTx3Frou0w6DA5/6yje/m83lETUvJZ98dgLtViNafy24aUbyOJGsP8H5ZQgd9Y1206GVJQAIhVEuQVERrY3qpWhNJL9a6GxvOT05DaB7W+f4mTPlimwiZHYRlU2EtJCcMqYoqqaFIBAqr7VtaQ9FI5/avTubPvvdo2NVZID1zbTzAFb075EBTcnE2VaVMoCQDx0UAIS837yr0N9E+BZxDapFutWbArnN3ABE96727am+M6Njp0eOrt+6J2Axe90xYYsvHT4+/IzcUnVMmO9cebiMbpUA68sEgKbr921zyADMTvz0ydf817fmEhguh4VpUSkHvkfXBAOrONg3a9k1gMyF3ZgHmXGPzID8dliqIDhXUGXimPdRvdW9gf4xAbNsAMLuRgoI34PZPYIA4b5yU7Jj+7VtTcmEP5/TnFu9rFgjTz/c2bh3cgmAaOsSCl6uyW1dKkw11Cx39WB2fPBf/tbI2InRsRNWBx7beJPLorUTClBYRW7BDNwnehJtyY7W0bET5mQ3d/v/2SqF4LNnjI1yBpmFvOzqCmrrB3/9k8PPHkpPZRwFu87xZADMPkVSISgY/JdfHH7sW2k9ajyBU5NIQ1dASbpsPypnEdS79/j/BJvDiWXmwRonvJoHZO1vBaqW3N6ZnZ+PRsIAdm5tHXvzVKGsA0i0t6bTp6FqnmoBRdEadEXVxUoYakjb2tE+cO+d2fTU8ONP+8sAsg11gFFdsHu+cjRuXKmaDACg15QKu3qoBAj5sEABQMj7h6z0/W+d+Svrtrt2VJ8PVY1qXg6DKjJgncagnuGp3f19269tNzTAOreQR7d1Kc6ncuz1awDnmLCqkXfAXgWOaldv+adZGACgsQnb+vsANG5rRXvXUnoawE8feRZW2Ohckm/uACAyE4pbzNhHBi7ntzkaATm9KNaKO+AKyhemUCl77PKWxV94hot5rgx3riC4utevTMYDLF4L02je4jxKVP05GXd97f7Z2PXgHU31lR8NDRuL/e45cWZqqCKv/0pn457JRQ3iYLJVVxTR3jX4C/tGxk6MTubMlp0CwlcGEHVEyYV8PFb3pc/cM/T173ljfedy+6xjCsTsGcTidhsiue4uv7QzAwLA4O/85sjYidEfPG9/CPIzsYaU2SUBAIC5yZ5Em9LWmT4+BsUZ65ulwHb9seOzt8eQOQung/74WqLIOsZqGWR8JmYmoViArqMmirXVaCQCiF+569ZnfvhidnEJivrlf/qrD3/re4ViKTu/YD+JogCKoiiaTBWoSkdrS6iutpxfLSytlgtF6JWcJmIVxSgJaAntni9bj2aJBKcMAFyv9ZrSK221e66+HGwZRMgHGwoAQt4PrCY/Fk/HVy3zxp1zIXvLxnA1YAkM49bRAL7t7ppOY1t3f98f/c/f+9HQ8NBjT567kb+vjUzgcn5TMnHdg3e4NECVy7plgLPQ0rc8b/Vdd698NyY7kJnYlupDe5fMDEAmB4C//09/4v0EzDfoXckPlEwuwab4b21sgWd+sKXWFCxMOQ+2feL+23kcRBU7IAvY6NIP7l49lvPnXE2inNsPdzbsKzb5dWZ3f9/pkTFkJg7LhrDmXocYEEdaNJg+8ldaNDWXXarRylu2p3p3nDp1Ov3mm1afnyplANtgfiCpvp39fTtHxk6MHjvpWGgPyr3MuqWLbPpZ7xADkGLAEBiDd+596DvfX8zlDR3Svg2ZCWMsFwBFtZw/gCEGBn/jV40MBhRkJrwZCUNpmIpYGn4g6xA8mTbfH19n21B5cMEhP1atRqKwVYFx8TrjSAA1tVFRjsfqAMheQIViaWpqxnlj+S9GUVRRKYdD4c/c98nRF16Co0LAkgFHW0Iy4SDv5cwVeJIA72j5bEMdVG3vfKUpmXhHyzclE6AMIOSDCgUAIe8t/tDf4un4KrSwjP7lv8Nn4qvAhkZT+TswAhtKBbhTBwF1wOZ2AeDVyxt3Xtl1RTEioz3PpdYpEYanSMA9Juy6B+945qnnT7w54d9rcaRFdV/ZXvV3LeR75IF75ds6sjHZgbauLpkZkB2SymUrP7CUnpoYOeZ9Erulpnt93VXd64g+/VacQAypIIwru9+4WJhW/FXCnjoBK1a2shPOLb4uQEYxsbX2L/3650oEOXqwVlw3bevq7u/b3r/74Ue/s5bNwf4W284fediRyPKeomzFg1ciy4jFdy6LN1vr59RSMtHa09M9OnYCAAorhvPHrwEcBhs5QWz42UPp6XnX5+Dx2xhRcgMg7JFhgNGJyFcGENdEPFabzq4CwOy4XZAAAUU1MhJWbiEzjvZtqb6rkx2tw098H7D8PApgmvvr3EpDAHUxb/8f+KL/Qh6VEuqbXFvgHFdsnp5fhqq5tssaYpjaQD5GtB6FlWgkHI/V3fHxm0Z/fBhA+vSE61KyVEBVAYSU0MdaE2+JfCgaGbj3zqe/9+zhU2f1SrFRhHMhJVYWqNI51O8FcgoyWShcw86hhHzwoAAg5L3C1dp/Y9zx5hykDDhXKOlvAQRsSAZ4mgIFrvsCQNu2w5HFfcVGGe3ZfTzX69Hp3ev95WLuHWssxK68fOCe245bYwcce49ElhCLu+uPXSYf+AoAFEcu5en4qjTJBKzlww6aZX6gy50fgFk/8PePPS8PCzzX8bTVnT9V7UDV+vq7Lt7V34e2TiyYC7fNWxqTCfMJ5aCGyfFXMwFv0J/z8fzXSndgPWV4OLK4r9gU/AMGbL/vrucn39hXbJTfPlnzvcdRX36ks3FPscHR79VYmH9z547CwuRv/eYvj0zmRsdOuLruwDEBAGY4bqMM3P7R5K7eoa//9cDtN4+OnUzPzAHuAgDD+dPgemxDBrgls8wezE6grWvwgU+6ahLkXAKYBQkSy6GUmUj1Xd3/iVtGfvD86NgJ475GZyFH6A9AMWche+5uP4Zjjd8Z0Hu2yN6ggTibDFkyoC4GKFiaQyiM2hiW5hGORCPhX7nrFjleIH1mUhN6xe5NpMjPWVXUCLQb27e+JfIAZK3wN55+vlwoBtYKe/w/lgzYm/U+piUDwIQAIR8YKAAIufhcQOjvpdrYWgD+5X8HxkhgVJEBvkbv1XoBGfFfZhxA9313be/fvZieevWRZ+xLWazrCwrWADIP8K8+CyBAAwBwlQibRm/Ho7qC+8yE4u1/b3j6/ZW5ARithPYCMFIEyQ7MTrhGyZreIefriZFj1Vrvd926DzCdSPVlwJ4f3JjsCKj38N3O2BgyTT7l8lJ6Wh7TmOwwRw6XvQ/50hEAPx1+1kpiCKC688csjfVWgcvvftUOrSIzcaSz4d4dV3Sn+v5u6BG5sm6VC5tiwOwgGVkGsKfYIDMMIQgdSvyOG667adfQY08Yk9rkLdbydvt/OONgRT5JMtE6cNtH09NzyV29AIafeyE9PQcAUAKcP/bjyjc77t1ivhr89XtGJnNmGYCjIKFaGcDaqjGa4AfPG3eXjxz4r7ValQ7gakhabUswSrCigNk4CEBdAwAszSEUQW1MJkY8MiAEUbZTE4qiKAA0KLGK0pcVryVqovGYTAj88Z89kZuaX2fhnzKAkA8dFACEXEwuQujvxCkDHCvKwl2U6ceQAVVC80D7h7yRCOjCKZCZkPMBXBoArkA/8EYwS4QD9zYlE92pvqYb9rk0AALrgJ0mH7nk7/TkzCiBDXM22MnH80bMFfrGWBlAw/V7AcV2DQGNN+x13HraH4V7MJTD7ARCoeW0+QwA2gwDkrzj0ls+B5HX+WMVFQhre0OsLKVOY5MipYWhN4Cl8TkAr313zGkS26DzZ58Zvtsfjnmi09n1Dw4MnP72k985+fbeYqP9s5oZt+7yiqMMwPgyl91dbFhYmc7uuXxlcSUTazHGM1vr3A7rPwAjvHYusWfGkx1tqd4dyV29I8dOjh47CTiHfzmcP+1drn8fVh2wrRYEgFTfzv7encPP/Cg9nTHe6dwkdPPnX1WN1/LB1vKAkrpxj12TMGuWAawj2jPj3p+6wFg/UAfKD8FsW+XdbOFxGUklUN8AYcqAupjMEnhkgKoqqq6XKxUAsneQAsWSAWNxZSWMjtaWz/3je4Yffzo3Nb9rquhvCuR8vTeLI+ZGygBCPrBQABBycXhx6OsvHngUwDMXJfR3khmHFr5jLmRtcJQLV/33W1UDVO/9YljG4Q9i1tUAVgVnUGAt1t17pLNh4LaPNiUTx5981akBrB7/BoGr/rBsM4k735zzl08YQZPl3jn/mQCm88dXyOvbaNuT1rEDIdD5Exb+Yc/rzABemEJzwvV9z0xACwnHkVb1s9Qq0jL02iPPiirv3VUC7g9VHR+FcA9vfu3yxmg81t/YLu1h5ui3Bjno4JXOxj2TS/JgWQOwe74C4GhkGbF4NB4T+uoC6orFVQDIZY2hWk7nT9s2KM6w2FlxMTFw282GBvjB80E9QB2iLuOsA5ZteVZsr1FmvCfRltzSOjr2OgCjDMCTUpBYD9a+LdW3M/3asemiWtAi1m44P0nJqjWE2PF5V+/V67KWoWrk797n+yVgiQFDBjRCCMMjVCUboKqKXtHtqmJN0xRVEYCixsoipwnZMkjKgEI2d006hyr+Hxn9783iHS2/0FCHIBkAKPNXNLBKmJCfIRQAhLxb3sPQ38cdb865y4Wrrj2/1KK25FavkK3Z3dhub3eg/3KLitzC9cUm4V3LNM6Q8wEWVzSpAby5gupLxf69R8wa073z+nUP3tFUXzk+/MxiTpMbPRZ/Y6P7aR1BkeI93j/Gy4//SFnd6+s9GnSu1/mjWMvzQSG+8aU/TeFr/yoAZWFahnV3zoWfjucBIzOjAMLu5OPoKFptunBmXACNycT2+35B1g+cGRk7YxRyBPu+XD4Z3wUPuwY/GzW13ffd3d2/+yv/5evymL3zurzkkRZtj6N6WDYDldryaGQZwKd2XJ687+7v/9/DP0rUGKMAALuVjeH8GXc12PEtrqc66/t7d6Sn54afewGAd/lcOL7Lzur21RVrEjAAFFZkm9GvfPO72Sn/BICttsXI1YxKGXzgnvT03PArp6wt3k+ybdu6sb7HHeQ+3StpNmRnMxHW/wTJAIHamFQmThlweuIsAFsGqCoUJQRVLZXq1AgAjwwoF4pXvT6Pc8kAwPXa+Y4UYLJVbUp2sEqYkPcfCgBCLpz3M/SXyH+ud7w5J19Ws/u/FFm8odiE6rzkmQrsmxPsbgxq/5aQ8wEW01PDzx3aN7lcrdLAWSLsNp3bZb7OKcJyVPBieur4k6/Ct9hvvVTca+qKEa8rAcf7m/oHEjSm1zxdWa+Q1x3Ny5liVQf6Yt0xvf6N/slc5kVcpbrVpgsDcBf1Nl6/b3t/b2MysZSeMuf4es0/9klBBR4eOXekRRW57L5i4/ZdbT2p3Q//xbMf+emkvJT5za1Y3/dXWrQ98kv3eIHU4D9544djr71w/FhHTGzZbtzaM1hNMdfyre+i84EVJDtaB3Z3p6fnRo+dNEoCpAyQt3cuwDtnA1tvzcx4pHp3pH96/NRUxmf9r7WfR04Esz8fZfCBe0aOnRgdO+nQHuaDruawkrU1gJRMHoxjfI1ErWc+v7jfg7vp0AXKAA2Koihqva6EdAEgpwkAbQ0Nn3/wPikDclPz1coAjvheUwYQ8gGBAoCQC0GG/v/9I/VXFqPvzx2F76s73pz7w4/EAAQu86+z9PhSZBGx5utdbXa81gVXUyC3BmhKJnbdvWsxPfWqnOl7roG+1eqAPedao4JPj44t5rTgHj4yIDKjYdsp5B0NZr/99TwU1pEB03DlxoRjS7W+/tuwMG1c/zyj+YAr+4+3jvEv2C9M+aYL+5f2BUzTV5MpA2QqwBWRu7/Fb0fWFrBm1QE7nT+HI0tKLA5g77ws4EV3f1/Pte0/HHpEnnvEMQZYOn9kKkAefLRF221kBsZ7+vck77t79Lf/n7FEw1pIK2pKWVVdBbXeIbuOL62fHAXJjtZU744/+Z0Hhh7766GHvma+I4/zxwqsTdu9XNQX5qO1dfWEi8ktLaNHXwdM679lPfLUASuKMaCgM9bft3Pk2AnvlGK/88ffJdZ/jGwc5Jl27EHZgCQQwu0MMhMChnDtMo4xTEH1VWXA6goUVQmFharKqcCaEA1lBRdbBsgyasoAQt5PKAAIOT9+pqG//VIG8Td4gng/67vzvRurawC4Vl6bkh27Hrzjs11dPxoa/l9Hf1LtFvZ1ziUSzMsmuvv7mpKJxZcOvzr8TIAbx90M1NzqbRLqvUVbFwBlwVWAax8W4PyRy/kJbITMOLSw4nH+eEJ8D4G5gmrToN2JAvubIqcLI1BijTs/c8/3cft9d2/v71tMT/3c91/7X+MT1nbPYr/l7PI4fw53Nu6bXPKokY8fGDg1cvT0t5+0buXRq0I6f8wyAABHWzQAX/rffn185JW3R8aUufHRZEvF3ffTtazuWst3fGfNMxJRdWdnG2JxozDXiS0GzOhf1uDC7LY5Ow5FSd2yv7+rYWj4cc/HifZt5tBiAGZmwJxVnOrbiZVF1DeNHjuZ6oyNjp1AexdmJ2zPUsY3iUzi+WdlvXUj4+EUOe8iD2D9iV+YBoTxM2bJHpjlwmZtQDxW96Vf+0fDjz996o2TIhQJhcJlKCgWlFBYEVDNpFOsoiC/LHsNReOxc8qAdQxCnndIGUDI+wMFACEbYnxkbHz02HsU+lulfAogIBQoonp1r8069mL/kYEaIPB0zwRZ33b5VVMysevB20cO/aTt5MJieuocIwjOKQMcu+SkMACLLx1+9clXHUdX6wfq227MBAg/LSslACW4utff17/LLsA1wmufY6eKj99tQ6oyFMw3ptfeXm1iAFy5AgGzEZDjsf1aTthL+wHyoDGZ2PWvPgtg5x/94H+Nm81Abbu8PczB49Qy3pq8heNpu/v7evp3//DA8JEWde98BcARq/un9diywhhmGUAsvnu+kjrwYHrk6HePHVeA/NpSc13HUjS0mj0rVMX4F2A12Anq8mQeABmgp3p3GCUBz75gH+AZhOCYAGDvKqwAQE3d4MCnRo6+Pvr9HxhBvJ9209Ij9UAhD8BqCtTft3Poa3+GXBbtvtnGVZuEKvZTGSiOh/dNOvNSvRTYQ3YWobA5a8xdJABTBtTFIARWc/FYnZwlnH4nDQChMABFdkNSNZTWNF2gplZOCwaUo/H1ZAAQ3CBIVglbMkBx/BuiDCDkvYYCgJBz8OLQowBeOPDo+2b0Pw/OSwP4jqzWFgY4twyQ68T1iebPffpuY0zYuhrAuM7GUgEwHUGYnVhMT7365KtuO4gZOdmd/h0awFOJ63iP1dZRbY+Qyw7kaOrivKanV48jmjcqASQeqXAx7EDC81/rC6sq1x3ZGRrP5z4XQFOsvD3V13TDvp1/9H0jD2Au9lvOn8OdDXsnl4HgHw/7Idq2AXh7b2chm/vI24uQ0X8sDrMBqGwGaq39G9F8ZhxA8r5/eHDyjcVMYc98JQRRgXK4JaSrSJTDb2yJoaIbS+nue7mfxBVnJ3f1Dtx2M4DhZ80pAdb3y93907xgFzITVtVvqm/nqdNnsrl8tmQeMzthdwKF/YNmfqlACDNGVxJ12tT8kqu5p1XAYMiPKjLAvELVdxcsA86ZGXD/881ljRf2yGH3z9TKIgDUNUCIaKWgl0udW9oApM/YZQ+KXgEghFC0kAYFQKyi7M5CAV6pLgPgXvj3ywAAe7PeTMdkq1oTr29KJigDCLnoUAAQUpUXhx594f2t8b1A3oUMcBWVBkRXQdbzzDiAw50N+yaX0batu79ve3+ff1Sw50qHI0t7q8+WqiYDevr7ttsy4DW50dPzx5wJoADAwnS1mQCuK7tnAtgX9NqBFEAE24H8jp3MuLJONF/NDhRIUHeggJdB3xex7jfX48zZdfeupmTiR//9+wAOt6jO6cuHW1Rj7b/aN9Q+YBxAd//untTuH/7352At/08uwSwD8Dh/rC+VzPjP/7f/89S3nzw1ctRqGLq32Hi2oebvtzZACOiOt2CguB5GfvMcq/XJjtbUrfuTHa0jY44pAbUx14gAWyi5xcDcZKp3R/8nbjWMQGurgMP6PzsOVXXXAdvPkfrELf2dsZFjJ0YnVryRuXVfz8iw1RyU6vW+VjxsqQhnufAFIjBzGlu6za+EaxeAebPPrBAQerSy5pABk4peEaoKKKiUAUXRy1rYSIfGKgpMq48lA7LpKVT3/wTKgH3ZgDc4x56hhFxsKAAICeBDE/o7uSBH0DpG/2rbhbFUvOAYFWzYyr2jgmXZqNnx09kwdIOFATIWaEomtvf3NdVXFtNTaO969ZFnXVZxu1u/ABQ0dyhV30tV54/RfNPVBQiARyqYdgvbf+/uTBroVNmYud+13a1hNhT9G1vERma9Oc/YdfeuV4efMeQczuX8adsGwH+AdP58/MCDRijvpK1L+Jw/ABQzM3Bv73U9/btlCYGViimrysL2yxajobm68EokBFWBLkwZYE0J6HJ+BbhkQKp3R/+t+x/62qOLiFSZACCM9IL9R9Bw3g0O3Dsy9vrosZPr1QEDmJtEW5eZWFCgYOD2jyU7Woef/VF6es4YYuDEPzLMdjEFhfWeBXHbL+f7GfOcHTifTnjSUN4yDXPvFnOngBDyf+OaXlhdTbS3nk6fAqDLf2vlEkIRQCilYn2xEorGcpqwZMDxRCQaj33uH9/zx3/2RO7tU3uLDViYPtJRt1e6wlBNBqwuNNSCMoCQ9x4KAEJsLLeP/PLDFP1LLigV4F9FXkcGvGx2EPKc1ZRM7PpXn11MT50ZGbNHeplOEqslqOcBguLUIA2wMA2gaXvb9lRfUzKB9i453OrVR56FFfz41umrygA/mQlvvyDpBYJzOb9aw1DH/C+/9tiwuR/wthiyTfayfNNRvizgrUlwFo3Y7X2Cvo8vdzbsM1vE7nrw9t//vc9d+7H7u2ZK9nts61p/VBwcBQCOjq6i98E7/+xvXyhkc4bzxywDsBIRiqMM4JXIsjUmrKd/d0//7h8eeMTT7Udr61rTtIXaUDYaztSFV8urgLsO2BPjykLhqHGAXRLw3CHjo1jNOSYACGPsQLQOQtg2qtnx1O6r+/uuHhl73egIhCp1wDV1doxufmIDe5PJjlazLxAMGWDVHBvuIMtd5ghzA0w+ik8XOD4ff/UwzJ+Klq0AMHPG9RF5hKhHS8oT41tcuy0ZMD+V7GhN7b565JWfnl1eK5dLoXC4uLYGmKMbovUhLRIL1SG/JBsExSqKlAE1EfFPf/ETz/zdWN33X/Er4SNxIL8sVYFUAvuyyttafh0ZwPIAQi4KFACEAMALQ4/+s2efXcvmUCn/5omC3Pjs+yMA3HaUi8DGZMBLLSpyC3JcwPr1vt7t5i6/Bth+311NyYRtB0JAQO9/1HVkgGJH4bYjvymZ6E71Nd6wTx6zlJ5afOXY+A8Oew0S0g4EdzgOXyMgx+fv1QD+Bwtw/kxUHQqGKvODcQ5HkCst4ytfFrCTGHe8OfdMfNWTTrEC7pc7G653jINwjnqQxxyOLNZfefnnPn33jw4Mw9Psv0r3+iMt6h6H88emreunW0R027bLjkzAHP0LdxnAHrsMwPVToQAfP/DgKdePzfgR2W4IQNs2FfhJzfLWmvaF2vBcXbgcUqELe0SAVQcci6M25vy5tCeFPXvIeUfj+a0PTQjPAn+qK9b/iVtHvv8DWwNYtG/D3CSEMFMQii0kAAADt3905PmDSltX+lXz7cjckR3iO2d+ud1ELhkQJADMzyegetiO/hUI3fhMIEt4RdUfuXl5VoeRCfGYgoQssO6C0JFftnoETc3OFYtFvbjmnHOnhCIaFJkEkDIAa6uxUF0oGoklWgbuvfMrDz3inQPgro1RoByOC1AGEPLeQwFANjsvDD36wLf+Co5u+m9pK1IDvNcC4KXI4g3ThTvmjEXlalO9LpB15gCYnhxnF1G/BvCEj9Z2+3WQDNg1cEfTDftcGgDnkAHV1psV13ZHEbD5DE3JrY1XdDUlE417egFgdmIpPY32rtf+wBhMi0rJOM3rzq+2nN8FwOjrH2gHqtpFtNqUYgeBBcrWRQBRKSmA8A1gdhJo+3krsjaPglPLvewf9BZZBOD8hhprvJmJjw0OLK5ow9/8C8Ti+3y5HeNF2zY5AWCPYxYYbLVgHPbxwQdPjR499ersK+4ygD2m8cP9gUxYiqv7vrsNI9DI2BHvhOnxw52N+yaXwxBlKEtdPbP1kZlYZCVizI0OaPrpINnROrCne+ix73n74sNc4ZaNfazpvzAW+AfuuS2ZaBt+5kfp40d9dcCO77CrDthYER+45xPJRNvws4fSUxlkJux+oP4e/0YNwzjat9tlyk6p4PphqmIKCoWk+c0pYM+FcKULjHdnfTIOW9TKorG5rgH5pWgkHI/Vff7Tn3z4W9/LLi6trRVFaQ2VMmrqFECUi4YMWM4ZpwDSGhSNiM//1j9ZTE898vjTxoTgyPJe3w+GfMOWDJAvQBlAyMWGAoBsUl4YehTAA9/6q8ApWm9pKwB+88Tqs1e2vaePYYkNmH+3n4kX3msN8FJk8YbJXLW7iKDw0cntb2aejRfs432Jgu5dbdtTfYsrml0S4HweSZV+REq1bIC397/33TUlE03JjsZkR2N9BSFj1XwpPQ1g6eXD4yNjG3Lnu4eCKXBLhar6IeHKmZjmHBnNuyuMgwqUZfTvGi4W8K0JCv0B4KUWBaaWc6UO1i3ncDYLktOdz7w2e/rbT1WpzbBVnzT/uGc5iyPmAn/vg3cuvnzYqOj1V8q6r+zItGxDZry7f3fPfXc//Id/Usjm9hYb5d4j7gnE8poaRKGje7Y+Ml8bztSHK2srgGkNssSA417JjtZ0+pRhv5md8AoAzxPKcb8AgIE7Pjb6k1fSU5mN1QGbTiEA7dsGbv/o6E9emZpfKqhhR9cgK2vh+O4YpcBmKDw7bjiLZEarWhLAejk7ca5WoUEsTBuhvzDTMgECSdhf5hYBa5DwkuwTOnDvnV995Juz2WVdDUGBrArQFEUvFhCukdmAvVmjKDzXEIuHa37tzluakomvPPQIgL1Z5R1tZaGhbm/WlXuz3qElAwAciQt5iv+zmJAyQCsd/MYfnvfnQMhmhQKAbDpeGBp+4cCj/+MjDVcUa9b/6X9LWzmnBniXLTmMG+XHf3Oy1rnl2YskA+54c65qYuFc8mCdD+flFrU5t2pop8y4v1toU6y8a+AOtHf9yCyogLPZvMQ/e8u/vg64iiaNr4PfglUM0Li9DW1dTcmOxmQCQGOyA7DtIoYqeOXY+A9edl7WfgbHA1T9/nrnB5sPWaURkAK3HcghFYQ3JyCCmzUFtwY6d9Vv4HbhGP17uEWticc+/8Av/t2BYeOtue9uReF2dYFF27YjkSW5jiuAnv7dI0uz2fSU4fbxzBYwTrHLu6VysOL73rt3Nd2w79h/+uOl9JRVcBxYQKIAobbOMpQfR5db6hMzschqRLVDWIcMiC5NJ7Z3p27ca7uAjDrgTgCO3qA+2rqSiTYxN9l/y/7hZ35kbPSUAkufWKAYAHq2tj9420eH/ubwwO0fGz12Ij01Z/88WbLWTgvA9eNmmXy8xcSK57/+L86BtfAvnAo/sNTcYQpamAKAeIe1MVpejcfqCstLfTsu+/Hr76yt5IQQCIUBBeWiIoQWjlp2INsXtLba1rbl8w/eJ1MBMGTAem4f58+AXwZY/+onOqJP//f/sL1/93l8FIRsYigAyGbhhaFhAIcOPPq9rlBNbXyDZ8lUwBWV+nMeGci5/ywvTAO43XQBOXn2IjmCbn9zDusoiiozwpy3dv6OsIqA3ccHDw3Ydfe1TcnE4oomq3W9x0v8s7es7V7DwzgAJdDQb17Hbd2xY1+pAZpi5caeBEIhAIZrCA4f+cL0UnoazR2YnVg6NY22zvGRY8Y1zz0/uPq3utpifLAdyPERWiW5QePDnEv4VbsqIVgGOKqEu6zo6mMHBk67XfjyRGf4JQKdP47ZYUciy1/6P/75qZGjsheQ3/qvuA/e6wju5ZW/9L/9+mJ66vgjzwT3/DGxkzOACrEa0mZ6LpuvDc/VR3TZMsg4QABI9e7s790xMpkbPXYSqyuorbfX/p32/SAxkOq7ur9v58jY66MTOWdyAAgSA3J8r3mdZEfbwB0fS0/PJTta0d41/OwhhwYwa1qsXkBAkAzwzwF4FwJA/iC1brXtTF6E57/GK7tE2F0cDBFXK01q5cHP/PL/91//Z7mih2vr1vIrCEUAoFxUimv9q00KcCSOnCakL2hvseGY2SNIpgKwjtsnaICGUwYoboUw0ao+/e//DWUAIeeEAoBc+uy7+wufeeqNr36k4fIgt89GeEtbWWiouz5odWrj+E9+KbL4ez8tBxzq4KKkAt6KrMFR5OBl/d78AQ1D7bFT7uMD+s03JRO77r4WwJnXMq6qADhkgB0KC08fGI+pBtbH6CqxNQ05zR2uD9knA+D7Lkhh0BgrQwvbkkBun52QUsEOPqRUCIUALC3aW5ZWNABYmJkYOebt+XOu+cEm1X8PZyaEtw543B/ur9/5x3jhUw5G5JSZALD9vru6+3cHagAraXBEDnMwMcWAvdgv2rp+/ou3WWUAlvVfsRf7K8YGxzgwI40wuYS2bfFk4roH7zjtGSth4Znb4DggJCsEtvVM19fM1kfyMiFgTAAwqoEf+s4PFnN5+6fXWQcMUwzU1NqXVRQIkerb2d939cjYidGx140fUekUsuqAYYkBx0rB3IQlBpKJtlTf1cmO1uFXThnjyWC2BjJalAbG+p736K4fOF8BEDiKLgD3j+K8ozco3LUBAOanIJC85prU9njymmu/8thfFVZXAZQrenl1BbqOSI0CxagMzi+jrkFmA/ZmASg/TdZH4zFZHCwv6pcBb2v5yyuO1qsOLBmgAG9reQDWkZQBhJwTCgByyXJoaPif/+SFxfTUFcWal+MCwLuM4N/SVi44FRCIYhcbFAD8j4/EAGOx2SoM+B8fiVn1nRfGS5HFDZ1+EWWAb+P2/r7t17ahvevMyNiZkTH3dYIWyOHtnKP4B/EGPae7hMDXM9FYzj93630Lwz5kRlgNsYq0jkhzkXFMfdmqOjBwSAU0dyylp20D0ivHJkaOOZbzg2eTWVSz/jtPDyjb9b2XlyOL1xebXNG/o9ZW1mD8g8GB06/NWgLAs9h/uLNxb7HRFbIbYkDAEd939+/u6d/9lf/3v+4pNkivjrnYb5V7Kj5nvyEGFECOlvNJkYkj5ljigCoRuHSCCrGa6D4cXio3NqO2oRhS5DuOa3oT1pLX9o4eO+ld7Jd5iViz1cnH6AvkbApkawAf7soBe2iAdbXZCWtKwMixE6OTKwGVAHBUCPh3GT/MChTzm7txAbDR0N+JsM8S5hZ7p/l69gxqG1DfhJXFeKw2W1aTHS2F5cXs4pIuhNEntLimRKKa+YTSC2SxP554KVoMRSP744nvHD0qN3pkgGwHFOgOgikDLLWw0FC3L2vsogwgZB0oAMglyKGh4Qe+9R341rxfjgtTA5zfz7215vYuHUHVeFtbgRZyPu1b2oqsMa26bH9eBPp8Nn5k1fnB504FWDQlE9uvbW00u/i7TEHOnve+6yhVYv3A51Ss7QvTRl+U9YWEv1mnK+fgcv4o1Rq2OpbzLcEgf2oaZIYhaecQGq/scoZiSy8dAbA0Pjcx5hqeEODpN7GDeDPqXb8AwCrpdto7PN56uau7v6/72va/Gxp2WoMkR1pU4RADRwLEgN3O5e29XYVs7iNvLxrnyujfTMhUSSPoxkdmjpazNMARs2mVcUzQd98lZqweskA+pGZ6LluMhmbUkqiPpa67qr9v5/Czh9LTcxC+egb5W0E2BZJiwPo9sZaPx+q+9JlPjRx9ffQHzxsPEGj9t5MDvkFgmQlTA5w0pgTIp2zbiAwwq4Gd48Cs6y/MoFxyHy+3X0Dob53o7hxaTQasZI3N9Y1xpRyP1fb09JyamsVafmp2rpCdRyiMcEQRMDTA2iqAWKjOOQLsF3fvPpidKheKO19fcIb+fhmg+OqAJdal9mUpAwjZEBQA5NLh0NDwP//JocX01DpWn8NxALD+NhhDanXd2rIR3tbynz+RB/D9K9ssdeBQFxeBi3YhiwuaEbbOdnGex0uakont17Y1JjukDDgzcsyaGibMBWBvI8P1x/r6C3bt8lzzMo4reK+8EXe+o+eP4p4fbAdY680PdmBWDkhJ0CDLlBemLfeRLFD+6SPPBourzLizeFdSdWgXXAGu/8TAYXDPvfGtHw0N3/OtP3XG95YYsGoA4Fi/NwJ6MyPh6e3ocP4ovoNt5w9835ru/t3d9919euTo44d+6BQM/h5Q61YpTIShl6GshLT5unCuq+effvE+11gApwzwx7jyUzVX91N9O/t3X/2Vb343m8sjWm9EwNL6X+0vqW8hP9VV39+7c2QyN/qDg6635B3spRhpCllXIF9YR1glwkaWKQGYNQyKW8Seb/S/zrRg+D4i612vZFHfBCFSvTtOvfNONpfPLuc7atXFkigVVivlMnQdWljRNAAalAqE3SMoDgChaOTX7rzl8aNHs+kpuZwf2An0cFzIT8EvAxTz1zuAfVnvr3rKAEI8UACQDz0fvf9frs1lF89kuhYLNbWG1+Vwi7qvShdLyExxUwyOXuOH4zgvDQCHDPj3P7cFMBppX5/FxYreL74GwMWXAc7t0piumNGBkWqpcvz2XW1NPYnGG/Z6ZMC6RnZlneexP66gxvzyCorzyht153tx9SDyTekC4Nq4vlRYmAZw51z46fhq4/V7AXT198HMGCylp8e//ZTRD8csFn8mvmqfDsDrCPK+67ciazKJJKo0GJXRs/Vn4LXLG3de2XVm5Ohlpoo26wQCygDWEQMfH3zw1Guzjx/64d5ig/WZBTh/rE81yH/Vvav9+eLKLZH607KvqDzSfNfOOmCDtq7Drv6kJuaN3mqpE9dsf/BX7xsZOzF67KRxoYKjKVBmYr3sYFtXh1j5woOfGX7mR+npuWSiLZ0+bexyVg548Mz2KqzEY3Vf+sw9xjPIJp4er5qrULh6HXBmwuE9MzfOjkNB1YkTOEc72vVKU4TvC+EoEZZ1AgKp3qv6+3Z+5bG/yi4uhTRtW6L91MRZZXVFl36qclEJRVBFBkTjsc8/eN8f/9kTuan5dWTAEfN1QDsgtyCkDCCkGhQA5EPMvrs/X8jm1rK5y4s1VgR/2AxKrHV960fcGVL7f+49nSUk5xQS0DRnwsH598bfwfuCuchi4GI7gs53u4zeRGaiKZnYft8vSD+97Qva8JI/FqaVStmIBZ3dhNyN+ZWFaQEYU4EljvGlxov/P3v/Ht/GdZ4Lo8+aGYAgCQJDiBeIV0i+RjdQkp2LY2/RcWK7cWs7u06a3dSVErd1dpMm3fv0nO/7kn2O5O/s5ux+u2c3SZPsOG1iKZdeErdWnO2LbDem6ktcS6RIXWzZlmRIvAggQQIEARAEgVnfH2tmzZoLQFCWHNvC+/PPAgdrZtYMbu+z3ud5XiPJNjaSKsv53HmwOh2o2kYGHmDpLcClvQHW0CASDkQ6M4dGMhOzE2Nxvuh666lZLg3nb+PDISmUXRTfio6+v9RMJdnCuUGbET8LI97Ml77yJyL3Rkymh53r91YwwAf3DUafnXrjitfzroOtt2LCvKXCi84OuPPOjwUj4WN7D8wfHuYzFz+e4DCeUaf4/m60qLRPWWhQrrpxy3XXbRiayh48/gZyWQDwMVKf4QtU2RQIwM7bPhzpbNt35OzOW2944Hv/AF+T6Slk+gIZ+hO9M4Bh9Gk0BdsRvXowes2DDz8en8sIOmBnf18h12d/2pyCXBLgqsHt/6fP6dPj2yFm/26JgRMAsON4GxEUvJIp3XnrhyKdax74+veglX1eRaOQfE1LCxmUl0lTCyhosSB7fOLhOAxQfLpB0IN7Hy6kszCyf94NgH3et7nBAOJyIYC1MgBg9oqW4Se/v8KNqkc93utRBwD1eDfFzV/Y/ey3H3jhgb1fevlX87H4OivVZ0SlkCy24q69Y6rHGTmfbmncljZ1iq7AoHo46wmE/+8tBBGb5bzFuJSlgFVtd4cBzp4AAimfAFRWCKwuQIA780f2EMsifQXqPxyLppWX88mqmD8V+xtY74M4PSMPDkQ6ewajrCBw26nZPT9+DMChkBQymjCwvap4sxpt2oTveZs3v6PhQ9+mtr4dA89/+xmL/7rYCoBtWQkMfPlL9541zXwczk5C6NR/wRRo2JsBwM6+eddtwUjY2aOAnVEsCFDAWRMQ/xoJScimtxUD3TcPrNvQ9sQjzx5NzxcUyTAFmoRfNZW7AAp5ZFP6QRx4YOdtH9b7A7T3gNJadMDiTQgWUq3htbH5grDVtuRv6xlMXLQBq5UC2+z/2UUpHqOLcIWwP2Pebz2yaYCiWeUbd99xfSye3HfoNJKTCIVVhQal8mSmoGmanJsvexqo7JGXCgD8ShOAbCnPHjAYoLcNPjK294l/3Z5YBCo6gYowgOgVA+Jazq3DgHrUQ4w6AKjHuyNu/sJuxhI5mUg0Eg9LxzkDgWrlSh4RsLaT5Hs5d+GLTADOeJfWO9CFK+u0UtiEaI4d31Iaf9EKAm8TDBByBbdVfGqk9YHrtvdGwzoB5tTk+MGxTCwOWaEW8W71M7oll/aRFaj/tbQKBpBKkBqW8wGxVbADKhjh/v1rNVQNRDp7DRjw6Hd+0D6t2PetUDOh5lMOyWw2zQxAqeNZAE+/8dOuD9+zcVqqIgMQKwOuYKBvMNo/OPAcS9zFebIQZnvE3RTIvGM37tmpNwfQB1RuJ+ccYEgpRkLSNqFf8usb2uRSPrHkKXgVJMYtu7Nj8lIAC2vHgJ233RjpXLPvwAuxRNJ+dlFGXG1i2BG95uDY6y7r/eJIG/OHCFjCxQ7I5e/Knb/ICkl/1eeNQexfCgAz42jvZX+rZFltbuxft+7grw4DFPkFtaNT9TdNjY8XIRFCSGlZkr1lUA4DTFlwfmFbYjEYCW/5T78P4Btf3+v+9S58PDkM2J4mtkTfFuKzZ+R8MNJZhwH1uDyjDgDq8Q6Nmz//1We/++cAtt1xPwBR2ktBR1QYi/16j6ERFdvSFY+m/65IMvuT7cV34TpF8SBsIwSc4AokoJUtBWhr2EysnZrjt4IELgoM0FsF14ABqo00mUJiBlPVlr6tR+8t6ljFD2yNAugd3BKIhDEzmYkl5nPyhL2HgANgpKZFPg8BqKvpZxXqv/tI9+V8uxmlK1fKlfljTnul5MpijkQDkTC7J5lDI+MHx+azsnO8OH/RrsUimRVpM+KquTGrEVtjYIcMQARLTjAgZvk3feurZ0U3T7aLAy1sr2AKBGNufdYeBTaZrzh58TiWbmU8WIPhkKT4vF/4o985dPiV4UOv5j1SVitQn99tvAEGABse2HnnRyPhtn0//qkLBuDhNPU35rwjes3glmtMRyD7ej8Apx2Q8IVhJwW5BhE+ZSun87Wm+y7PUKQTAIHawTepWFb9jbH4LJpakM8AUP1NhcXFpYUMPA0goMtFydNAQVFcCkqNesPg/AKaWmD0D9519+3BSJi1DbY3CHOAcx0G5Be2FwMrwADhXcdgQCASZr849ajHZRJ1AFCPd0rc/IXdAFAusXXT+Vj81HyqPbWU8jfq+XpIhlbemrbsdUTYeEQFgK1pS2Y8EpI5SODB3/RHVECyDBChAscJAAMGRscZWU77G6sTjcQ/2C4pfyOA7XOaTZeGi6EWeCv765k9LqwU4O60w6lKzNuHusIA2WM2GHI5su61z12DAGRiifGhsUwsbnKsdSBBAMqp/wSgLswfYlmnN3e39tm1DeMTcyznE0HI604HqsD8sQijhR5nVfr1iveEwYDxhx8fHxpzZbrDcsMdtZdqpq7GgLbuG/fsPDc0uv/oMVSVAVRv49A3ONC/Y+C5bz/DN9vy+xEBWuh1BsMUyHq0yb7Bgb57Pu40BbJfHTDi0AGPhCSqVzwmxEvuu+eO/sGBB7/zUKGkrFuUjnQH9RbChZzO/LETioz2Ycbq/u7fvzMWT+579JnKTCECUBcYUMjD17wjevVgl3/o6GsHx17Xt4sjRTsgFy8gmJ8CVxhQowuQewqwmsTA7BhA9enpeQXd/Xu/OTT03MHxNObibGOkc03s/LTP01wsZiVC5Gb/ciZFZQ+TBPjLJCtT8HYB+QU0tTBlMADWL4yLAeBK77QW6JwwYNib2Z5YdN6WOgyox+UWdQBQj4sfjKlffQDKpWe/++cs6R977TSA6DVXpGNxAK8lEtvjeW9j8EhIzkqav0SzCvFr0sBcGcCoCgADaYyGjBVQrQyAA4Pn2vSfBL8mAdg6V2bAAJK8da58xFjXZ7scUfUdj1RAF2KFAbAVGciIwRqyFQf0XYw1SNfs3AkD9IP+OmoCt52aBVAjDBAAg6PJ7oqr/jyzMK1ITLBgSeutEfCXendE0d7NHXIAjA+NZQ4P27j7pIqGuKZF+gp2Q27L+aSSCxAslQ0KEAfV3s1EyKWVsm39nkXPYLR3MPq57p7/x3/6P+eZTRDEHVZm/ojPmrR+gyLPE+7nv/jnzsV+O/WIhduLPtIV+PJX/uTsw4+dGxqt1AFgu535U+HlM0yBrnzxDeelGUewCwAqgQF9GskJHaI8sDfdExlXfcncNG1pRZMfojTaVhMQjg8gojbueP9W01cUThmx8bnkOmB/qyE7xo7o1cjNjx4/Od/Yal6C0wuIUiQn0N5r/Yawwm8OAy4w9V99MqCTi8Iu1kmUAtjRGxzcctUDex9BYwua9F4QPjXU6ZMGb/nIT/7pCW0xA6p5g61U04q5bFBqZHtnS3kY8oBtaXI07GHKYFYKqCQC5m8w2zehDQZU4WfWYUA9Lp+oA4B6XISwLd6zxzy/f/bbD/ABY6fORq+5Yuy109Frrjhy4vXc0nJzg2frxqsHb3j/vv1P3jUwAGB07xNjKoEkR+dK/BRjKgEwkNbfrqMqgSQPCAPYFgBsY8xbTDc1ACbtB1o5qxAANyYpgFGGLjSJ/X/rXBlCDeGIA10QKwZwsIa4/gzbKwiI4Zagu9qPOg0+ao+3iAHAYEBFDEDE8U+pixVXf6tsTyUA0NZOYnpTrmDZydnIJDlBmVSA22WmEplTk2jvnhgaY6jAPJd45Bp6eAn7uggV3Jfzk5PEcOMRCRZ2skXtWgvYmT/Og7BNwUh4465bAVz7t//yg9F/q4X5Y/ezss5q2LY2H5ICbb6PdF117uHHAMtivwPJuMAA/hHgSoBKomFiHW85pvWNMRKSvvSle3UiEOsNbC0FjISk1uyi7g1gggHKD2WTAYwYRKCzQ6OTD/+vMkhBkTINylSgYa5vne0q3U2BKHZErxmMXjM0lT049poL9V+UEbvWEwq5HR/YOhi9xnAmJcblC4Y/iwsA0Gh0VyC2T7nVKUix1q8qhaulz6oildD7D4AAFazSsulIZ6h/3fqDvzoEAPkMmgIAFGiKLGmFfNHTBEAqLCiyLPmaSoUieB1gadGvNPGCwPY0ORFp9ql+1i/MVQQMoTLg+mXLgjcLQwWCUB0G1ONyiDoAqMfqgi3e80SfpfL82RdGX+np6U7PJrWSvnD+vu6uqZNnMpSWmxuvCLS8PpdaoloL9eQkrVmTcqTUXCYA8l451NTo8XkVn3fn3bfzA+579GloZQYMALx07Oj/733R//Tyv/3V+z/wwI8fHwspAKCVo2nL23hMJWwLAUZDiogTYIUKMXkxUm4cFdAFf3arwAvihQJUZg3x4sCRkGyzIRflxTz435dCLnxhMMCCAeBMWJ0LjzUt+du3O5tbAWTF/l8iVQY6dScQ6URrZ89gFDOTIk0oE4tnYolMLGGT5xKRflPZmF/P9VlYl/MJjLa7K+5eXRhdgflj8QJyO4itr8KmXbcGIuGPnUo+8PXvsUNxVablpDwqz4oKFRKejjMi0LmhMUdPMdtBXHsDGxzrbV2FdHbDmQwfLoIBIiiMnYdlR4ORu/cNRvsGB57fs89ViOxc7K8kA6BuEIVBJgX0SEdgxu+FRARXHyNmjLskHFNn84+9JrD5AThkxOIWmxr4lo8YGOAN4fIn9aMxJYCzKzD/0+1hxXD5zV9lGqC/+cMmFKEVAACgYkltbowlZtEURG4e5WXIHuQzQX9Ta0fnZHwaZVKmZa1Y8DQ1ybLMMACWFssNPhnEv5AFwFQBAD6irn3Zt6T4vPOxOM/+bak/c3JDVRgglgJQhwH1uCyjDgDq4R42lo6Y9Kez+dPnJkoaiKbJRMovLxNZKVMKxRsOBXyK7sxz50A0FTv/d8eP+TUCAJqWVYhGECgTaBokKStZ3nv+EgWQVQgBgoono5UDiveOq68G8Mv4OCQZWhmSnMyYaQSI9L/d9zsAvvHQ30evuaIwm4asfHDDhnTs/Oj4m+rpeYYEKuKEkCJuZIP5D8ZoSIFeTyBEKA7wYKwhUzRcQYXMfqtdOULGAMAKA7hWGMIv0wUggYsKAyoWMYCaYUAlAe6KR3B17bQODvhLAHru+TiMRlo8WGUgE4sDmBw6SgGSStAanXzcOg3TFZk/brubV2T3G9Wv3fpd7ML8cbX96R2M9g5GP3Yq+cCPH6fJieGuFlsyPRySWlmLgApTGhaYPwBGulq2TS1w+51zooqXCQzY40o6YAcYeKVDu/+PP8vsgFx7h4kyAPvtApCcGO4KbJ/KsAE37tn54Hce2jgtOYbVJgOAUWMRruKmPTtFsfLy3NSiR5pr9Cw0KMlmL2UJ/WIOABqbzZdBkArs2HLNYPSaoaMGBqBG4k6qyYiRTaOtm63374hePXjLR4bGXtc7lLEgwMwE2nvsauBKRYALBAAVt7pEKoEQX/hnu4r72s2DIp2hnR/94AN/9V2092AuoT9VWkZTQPU3ffmOG948OHr22SNjnc1oasljSVLktraO+Mysv0yypbwOA4RmYQB23X37/tHRUqHI+oW5wgCbPai5vuDgR1WXC9dhQD3eq1EHAPXQw4XGA4y9drqkobS83Nm+5tz5BJUUvem9rLB0HOWSJCvKcqkoS2wRSAFpVhSf16P4vB6fd+fdt//F3/491TQAfSUkSmVo5ZwiaQQtZZIj5WYq5ySqQZMoQCQA/pIWzC/N+5uyEjUEACRLyn4qZyVKgOYShSTnzWmCyHJrg9fT1DiTTrerquKVIcnx6WS4rTWdSkWvueJscn7nnR/b9+jTc4nE+8Idr8an1zUHBrp6Y0OjjG7EkMALbXpWwfQDA3MlsTgAYFQlnCBkYw3xxyuaEVWHAUwuXKlFMTHHriJWuwPHADAZQVUBAIsqzB8xg8fq6waux3SOFIg6jB0UiIQDPWsAcPGAPqxU4uUCAJlYfGLoaPWuZ/zCqWv/L/dJTnIPSuskXSCQlQ1VkfkjbLdjgAOP//K1U1Pb5zS+O2uLW4X5w7vm8XZgtlXzvnvuEO132PZha35f3RSILfbf9IWPnj04eu540lUGIIIHkfrlOuDEhq77P3nruYNjYntg+9UZN9XG/DGfsNYEmBpYdCwdCUkkm95A1eebckS89e3d+t0t5ACe0BOAdmrZz+/63Qf+x/+0T0lMiS3FgWZzDAFmJndErxnccvXQVE7HAItZEJhtwrgaGEBbt4ABKmX/VW1/5pw1KGNwpXd4KgEQI/uHyfwRVTz2KwdSid2f+fgDjw1j5hzae0EpcvMAmCRA7QgX0rO+ZS0amxvrbB5I5E5e09mg+kuFYiKnlwJ0ItDSomgVynsGX3MyxU4mZvwVCULeDJpaXL+B6zCgHpdb1AFAPYzUHwDAuPgAdt59+zf+7ucA0ul5yIoODDQNkqTnWA4kAEUhZY3XgpVCQfM2EEla4/crXtnT1Bif1s3y1gQCANYsFWKp3IJMW8qEoQJ9ElQD0RECtDKRZFckAFY0kGQAOUk/qU4rokpO0oJeH5tbplQMNTWmCgUikXZVhVb+7Q9e/+AzQ+GOtvh0MtzRlp5NMk1CINianZoJ5pfmmxoAuBYHRlXC8QAAgDBdsoUjJP5pyI7FWoH4CzQSkqp7iV4sufCqRtsxAHRvzRXiLWbwzu2VuPu2wakEgNtmPQfURfYMqeDkw1hDAFr8ZQCB67YBCAQBAKUSgExOAYcExr6M+cM6ClekA1Vk/tgmqeiTNPj0QprmsuqvP1GlngCgredYR9nX03P3ls3HuVm+eOEVEuXhrpbtUwsMXbgYegJITty4e9e5EzM2/01OVRqpGQzctGfnN77215VoQnDjlQ17M8SxkA/gS1+6dz4WP/aXP3C9tOoGoCzsVCvgpt27zjousyhLU4GGTIMym0/Qjl5MjwseVwK008FA8+7f/61YfHbfUy8iOYm2Ln6fzWC7ml5M9n5eO7r8g1uuHjr6+sGpnI5IXSS/Dm9Qy/OW9W5rCCk+6wfMts2M65fDRb1gG40Z8k4C+uH5K+KW+It/pRIAdn9x1wM/eRzZtP404wIBjA7kXc5LvibvYilfzPmLZW7787c/+Elibh4NjQD8C9ltxRZeAdB7BmtLDar/Dz73GRGgDlsaApjcS7FKwLs9wnGb6jCgHpdP1AHA5RgivSedzaezeQCR9evGjr9610dvYmMOPH/o/ns+zh7ve/RpACxXjk8nf+c3P8q2/+TnB0plzQUJADpUoJQAkqaxpf2gt2FJAiR5cWkRlHq9XgDhjrb+/v5IeM2+h/9Xd3tbKb84ncsB6Ck3LOVTM34fJSRQlnitgJ1apxUBHAlkPbK/TLPmAClLSn6qZCUNAlSAVs4pBAZUCDY0ZUrFgOJd0JY7Qq0z6fTajjXsCHcNDLx07Gg6Fg/PlmGokHmtgNOKxOIAdytiCmM+E14r4BjgTcY9lWRiZEjDKiVVvUTfITCAvJXkvvaR7l14HavpcGPUAMR1LR/uTj6Mz8PqA4FIZ6C5DCBw/TY+hFUJXvnLh8T5mHICFycfNxMhN+aPIPaFi1+n/YmKt4smJ9DWE/SXNu28bT4nu2MA2HNlLgumDuaPGH2D0b6N7ecOjj7y+hnu0ekCGFYCA2okPBho54maTRMsntGgWtlNgThgYEoArgbml1aLAahTx2y2LdvYfnTfk/NZRZz5kZBEgfctYKbZe2oN8/aZ1BfyZwypLtMHt/dEOtfsvPWGb/zdo+mslf3P3pA2MMCjrUf8WO689YaH/vPvt+74nfnGkCkDEG6MeUy2pd1hGVQldAJMh307BZKTen2DI4gZm6q4xi8Pap5I7QSw+zO/8cBPHtefyaVZXzC09WBmAm3dvkwCQLBFnc0s8PV+IhHZ62lracnG57KlvA4DykT3YFDNk/lUv0/13z0wYPaJSyWGOxur9w+2PbYFqfx9izoMqMd7JeoA4LIIvsY/9trp/u61LOPPnDqX8jdBkuBrRtFoR6+V4WsylWpLSwAifWZO0B9uf+2NUyyZZgiBwYOpxEwo2DI3v9DU3JSeX4Ako7gI2QNNk4lUZj8Jhku0LHsbikuLMqFUAwjbKClKE9FKklJcXqYa9XjkUln/IW9vbJrOLoBIImuIPWUIDMpZRWJ/ZiVq+78oOeCmomKCzosGAJpLVPF5ATSqflYoAPCBa/qPnDzzvu6u0ddO+2RfTtL8mmRjDbFDMa8hf4kawICMqvbigBtHSC/n1yIVEDuLQUjjVoUEah8qYAACoKLzjzMqMYJcR8KNz+Piz+NIrx10Bc7UB9ycfJwuQOWSG8FmMhjppG3dPYLdECMO6Xhg71NVJ7ky/rEsQldVDFsNhewHPyyYaQYjnZvu2PTCA/uqH1DsBeZg/rgArc27bvvZL//l2nMlPoHhrsA2wbC/lt7Ad99wk24HVKl3mHE04oYuRBkADAzAW5U5mT9OMGCeyNAxO2sUD/7wkcLEhB3GAGjreTPUeN7fUCgtAkCjwN5heEDn6NOgv/lPP3HL0FT24NjrAHWh/nN0apmzYOS/mAuHAvff83GmB9j9e3foCm9bMwH2nWHCAIOn52xpx6KiN6jI4KlSPVhNGN3Hdn/mjn1P/2rnRz/wwE+e0N9r1HgWFJT9jR1brhmMXv3XP31ivkgJ4F/IDhRbjoe9/nAIwMSpMzAsQVkw47URlRZyc77mkKIt/d6/vysYCT+/Zx/7SA5XpvrA+jVbBQbwZ12PU4cB9Xi3Rx0AvMdDXOM/G59BUwCFnD3j1zQAkCT4mlBcQskwWlE8Oh4AsLRkPhYSEh80AB8Y2BgJtx944RCAdHo+3NYaT6bCHW2sJhCfTmqUemnpiv7e05OJwnIJQKlUBiBRTfM2YnkJMOEBAWRQELkMSrWyqqrZfKG0XASlvgYPiEQ1rU1VS/nF6XyeamUCSJAANGs6ZSgj00CZZEkZkqyBshKEWDTQCALLWlaRXKACkFUI0yRoBBIk1evraVRmG3wz6fTacAerhJQKxW5/Y2x6bjaba9YkAEQrw8oagugsBAyk9d9VsWHZiNCXQFzcqvTTRZhOAPij1/J/8f4OODqL1Q4DLqwUQEBEBssKcWEi4JTh5lkuMfK9MzsH3J187BdlkeeGhRO5UHdENo6eByUnGfMHQGDrFgAt/nKgv1OvD6QS9226DqB/+IkvVmP+WMOukWQPL5T5c9g7v70YFPdgbVOrM3/0EMCAe6JsTP7E+sA1V3avL3rZ+v0wp+4kJwCM1AwGGM3GvZOXcNIRK/PHzSGU8FZlbr2BKzJ/+BF02GOd+SvrAz7VX6lMIYEe6gpem8y9tHWj/jbjsmAeM5No6zbbe01m7cISCx4wMngTPxjS4faenbd+KNK5Zt9Tv9p564eGjr5+8OjrVi8g/kHnMABQbEobh+vUit6gbz3ME1EAu3/3N2KJOQD7nvk341l2743sv7TMamjBxVRrR8e1x6ZeknPZFj8A/0J2sDEQ3XU7gG/seyJbyjOCEJcBbHszwS5/ZF0HDFUA7xlMgTflXKqlyVhw0T92/MaJMKDKygusIME5YnKNFIx0Nqj+OhKox7sr6gDgvRkP7Nu/99Gn57P5NDWkskuLaGjU7RoYBmBhQwKsIADqggQamlDIg2qmGACAtwEAKMVyUR/s8fpoCZJcXCoE/M3ZXN7f4p9Pz3d2tM/Ez8sNvq72NayAwES6E1Pxnp5uaOVCSZtLpZeLy5TnSJTy+gAoDXob5osFUAoigWrsIL4GL6hWKJaglSVZZtxkSSJauSzJMqVQJCnk8yVyWWgaIYSRkVglgSkNWC2hWSM5iTaXtJwiMRGCv6RlPBKgE14lSEyBoDY0zpeWZUUCoOOBtlZmXbf+ZHJMlQAMpDWAiKyhgTTlMABGOzPWm4zdNmL1EaoOAwC86V1az/zOjbDCANSY4V9YKYAAq4YBsgfA7bMKgCcr7VuDFY9l5MrMHzGlh5l+uzThMrW2llVQ4ZhUYP4EruhmDqS6tnhmMhNLvPLYCfdrtzU0MGsjLmJfvoFannKhP+nZv3kKGoyEN+26bT4WP773wIrMHyQnzVNUlliwpXemBub+m1sFDx8RDFSXAfQNRp+deuOK1/PVPX+IsO7ulAHwe6K3KnO1BHXKABy90iw1CgMM3PStrzI7oEowRiPkZd/CkiKVO3sxPWHpv7uoKwEA7Lz1hohceOBHj1paL1teYsKVA+aHkJOLBIUAQwJDR1/XHUJ5V2C9asg/66RiUwvHJ+WShBVj7Nh8xeDmq4aOnTp47JT+Xp4zgH1rB6bPoSmA5iByaf2N3hyItHiymVx6PsP8f9DQyBoChNvX3PfpO7/xtb9GU0tWpmKT4Gwpz5uFjahU8XlZvzDWM5h9nTK+paPu6lJ0rR0G6IcQnq3DgHq866IOAN5TMTR28iP/+S8AqpuusFjSZZHQymj0Y2kRXh8gpP7sTx6FHCRZ38gecyTADquVdREY5/0D8Hj1MRwJsJFMFcBlxMLuvsZGaBokuVRckiSyXCp7FG9X55pzE1MgxOvxANC0cnG5DLD6AABIIFQrU0KMcgGhALSSx9NQ0jT2flaDgfnMAqVUBzyE+Bq8Pp/P51Xi00mASBLRNCrJ0k03fDBYKB4YG1sul2UiNRaWcx69aMB+ZWRIzSVtwaPzfBha+GCy9NIaSXclkqSgJGdJuT0YZE0M0rHzDz39L2SR6r0OJI05nLLiwJhTQxwyYYCNI8QhAYHeXIxVPCr9CNlaCgwb5YXrKgMJ50GqhwsMqJHnY43bT81WhAHOqNxIy05ZsOVYqThAHDUHWtHnxHYihwRZz+CtmVYgYulF8NKeHwUinWJXMpqcIIx2ouuA5YpNl2vw/GEhMn+EAd19g9HewQEdA1ivaNi6C7Uzf9wcQrlDf3Lixt27HvzZUxtfmaIV8vsRbwZAdU3wl790r2m46bio1fYGvvELH9XtgIzJr2AAyre41iiAvk1t/TsGnvv2M7YWBPwyFdAySM4rjynzgZZwKpsoypJg1W96BEXCa/r7+3QiEBwygLYeE1uyt6+lnmC0xAbRSwpMGcy7BDDmD6f9uK9NX+yoosgXsv8dm68c3HwlACP7Fxb+KUcI1NAEg8MA1d/05d/7xIN7Hy5MnReTe+QX/Ov7FZ+XtYpnUSgvlbxeBgYEGIAR1VQF7N3/JKyV1UoWbVxUwKTDWAkGoIJeqw4D6vEuijoAeA/GA/v2P/DD/QBAgaVFNBu/fEuLlkV9XhBgSEArW2zpICKEBhTyDiRAoWkuSIA/gEGuaGjUD8W0wqwRDOiO66MHXxoGBRTFBAmAr7GxuLQEQCKktFwKd6zxeT2MSsSOWigsgZDuNa0zmQxb0QdAyyUQpVQuBQMt6fQ8QCHJDRq8GhZkiwIh6PHmSqUy1UAIpRqI5GtqLi7mvB5PcXmZjezr6jx3fhqARyLFUhkgoJpE0VzGgkeiVJMpdNNSjbAWBwAIoWVQr8e7NtwRT0z/b3/4mf/2vZ+Ui6XmEis9AwCXDXA1gmA26sIRelPOQ1ZS/kbeesy1OGCDAQBSQT+MXIoVB6rDgAtiBK2yFOCM2uXCcElSKxKWTeYPsXQPaOvh7ORq3Xl5IQKm5w+Y508qAeD2Wc+T6qJzVT4Q6ezZ2PbKvgMf/Nb/kYklxObE1BQB61+5t52arQQDamH+XFcMOr67dROhvns+3js4MG7x7qyR+SMIah0DTnRo9//xZ3/4wF+vm8lgReZPBU2w0HXLflEsC+evZsUDCsG4ScpTrxqTF25JBQNQWB1XnX0Jbtqz88HvPLRhWhIntn0qQw0XLLbL1Yvkjdam9mzxtQ4/pjnpiPKLZb29HvjhLwDTJshyyTy4zb9T7Gu8cDtuuXlwy9WxxOzBo2/EErOCAMDhBVRLVOpsXcXiVlzgr0Auckn9ITD6mPLYfIkoAB0GNAeRSqBUvHnrxn8Xvfq5PfsYQwitnUe8CwDQ1LJzx9b9r74+zzAAIwKxp/ifqv7XtjSOhr0+1a/4vBwGwIAHqAEGiCNFUuVISKJamYME4oABLKbqMKAe74aoA4D3Znz9v9x8NpH8xpntAJCaRlu3TgHisZgFoGfqfHsuo7N92HZeGRCRAABqMFklGaA73j8AILK2/Z/+14Er+npUf9PZ5DwbvvPOjwHYt/9JdsCdd36MPeapfLijDbBiBq0sdgLmETs/HVnbwXZnh33wp7+Ym88ACAUDAHw+H2Pni1Dk3FQChPR1r40npsOdHfHpZLFY9HqUpVIZQOea1kKxND+/wNPIRiotknKrrKS0MqgWbA1FN147fOhQfrkMgBUlqKaBag2LpZwiadBaSmAPJOjcITZh1evLonT/rR/53tO/DLevYRyhhfgc9yBSs3nRbJSYUgFTNsDVw0bmIVeHAaiaBVwyGACAPPX2wAC3zJi4Mh+E5y0nsiU3lVJt6zEpKlApKsw84C/17IgGrt/G2hKPc0dRh5xhJeaPy9xY9l/dRKhvcKD3no9zDGBZ+2dghg2uhH9AddGtdQn8xj079/xf37xlVhoJ0lXJACyGmwbNxv5sWw/vAzDsJgOAg+cD4EtfuldUAliYPxWqB1SYj3Pm/nDoox3dogzAbiIklDUmgr7pZk/OoxQ9kgEDzBdw9713Dk1lD/7LsxUNrMwQ3qXtzpGTACKda3bccnOkc00sMatT6uGEAUZU8/KvqhPgbbBtdTDHR2zH2kbISqQjFLn2fWxLLDEXm54TUv+4eV184R9WDMDhAaUg2LH56sEtV33zf/50a2IRrZ3Mtn9rGgwG5Ju8XZH+daNxjgqQX3Dag/LHRw0Z8aAa3j86ahtTCwx402gVzH5Tts2VnbUCVCgX1GFAPd7hUQcA7834+n+5mT04m0h+48x1gMG/bHf7vYeVJiTJ0Mq77/sUgL2/eAbA4A3vBwDQgy+PsuSbxb5Hn9ZT/EefLhSXARQKBUhSNpv3+5ugaeqaNv5lHzs/AxgEIY8XS4t6c18AXh+rLUR6uwDEz8fDa8OsOpGen2ez8nm9t930AXaoyNqOfY8+zaHCvv1PxpMpANf0hhPz2dtu+sA//vwJAAWN+Bp9AFg9AcBN79/6wstH2trWzKVSACSgsLQsyVLf2o74zCzL3ammtQVaIMkzyXRR0uW5DZDLdBlEJhIpa2WPLBFZYen+Gn9zMrPQUCjnJGoCAKr5y4AkZyWqKh4AWVJe29kOAJJcKhTj08lmnRekGbIBnSDEHo+GlIG50vNGrYD9/GydKzs5QlUsg5xRCwZgu3/yzp8OXIFAExo80DRk8vh//eWnnCNFn1AAB9RCTT6hrrF6GEAcImB9QPXuAZUPaO5uXR8VlcG1T5vDAAATQ2PjYspbeQLiKc5YlR6M9nOd4N5TxUSIY4BHjh6DwKuxrP1XZ/4YGSoHA9pVnb+cfJ00NH0kZZIMR6pqgoUp6UfrGxxQ+8NHHztuHkGYEoGbAajbQj4vd/QNDjz4w0eW0tlaZADi7XUVMPCmYHY+EgwzIqGsoYCWQDQJw2sDGZ8CGN6gzNwmes3gFqE9sPOeENFLdNLcKA7mYt+ZCXbMyMbNDAYA5OCxN2LTc/xZtPfYlfFYOZV3gtsda/VVocjaDrZLpDNk3wuInTgW0xoBnE3MxabnzCd4Wg+KUJfQNwCCF1DCvlHtRHJ895/ePz409sjoKIBtaZ2Xz6n/+QZJUmRksj65gW2HYQ9aCQa8EvH7VH+pULz65JzrGr9r2GDAOqv3muu5bF/FrAtBHQbU4x0bdQDw3gwOAFgwGKD9y0O2YQ/85DFm4imm9SzEtfZYPHng+ZdZis8SYrWtnQ2LnTN+XFlxYGlJ/7nyNuiFAl8jQFBc0r/ivYJulcsyi0uW7QAKi7rImEsLwHTMPjCWjuIBKPMgCq8N969tH3v1jXwuzwZ2dbazvr+s1KCqwblUKtTaGp+eMdUI7IGm+bweAMXlZYm5kQKhNaF0eh4AtzNiJqep6ZS3xKQByCkSkaQ1TY3p4tJyqcREC8Vi0aMopWJJLAX4S2bTHKXJl0UZwNpwR3pm+pqOdgAnT09F09qLbXKzJhmNzzRGEAJwY1KLeYvppgY4eo1Zua1E/PFh2U+lNJ9JBarAgLt/46fbrkKoBf5GNCgoaShrSM7j//nfXTAAHO0CGN/9QijJq2IEGYv0FgFAjRpi97Pbd6fJSQI3Rn5tM2crzYFIuPee3whEwqwUkBF4zDwOhaRQdrFSrm9uZGv/LrZI7jCgb1N7747ouNA09wKYPxwMUCDloSNrA8TXvDXnbV3SXBbma3DgeWVD1/2fvPXswdFzQ6O2dmDE1fOnqgwAyckbd+88ZxyNTdhFN5yc0O+bmwEoG8A5S9ytaHvVsgYVYMCJdv98g5LTChSCL9DMxO577wTwwI8edbknLtR/YGZSeEMToRGYsZVXAz4yGOlcw4cysx0kJ2OzGbR28mV4PZWXFQCRa/SlepdsnuuPhYidOMbfVDy/P5uYAxB77VXArVwAIbMPrQXV3Gh6FKkEKLC8BE8DWjuRTQHw+QJyJqV2qAA2vJo6bLLtMaxSneifX/Cpfl/X2nQsnpWpfyELgBcBKsGAm9XwIV9R8XlLheL1Be+z6bhzzLa0+bE6EpKhlbem9W9aWIuxIyGZNXasBDmYt9v2OY3LCZhnqE/1v/gP30A96vHOiDoAeM+GDQMA+NP/+uzQ2MmDoyeHhv4Vbd1jr7wGILrhGvbs2CuvFYrL0Mrh7m4AsbjO0jGLA5wpRKkuDmZRi6QYQINvJYIJFTCBdTOPfAZNLcZG5mi0CACSpEOFbBp+lc3Z5/MB+MDAxtfeOD03v9DVHtp59+379j/J/l8oLt920wcOHnkldn4axSUA8DboD5hWQZF8klxcKkiE+Fta8tmFkBpkaOG3BqI/HXphOrsgUWiSBEAmEmhZ9niIpFcAKIW0tFQEaS4DwIIC7iv6wWTpZLgRANMQF4vFQKN3582DP37qX0uFImtV1lyiA0ZxwMERAgwfoa2GbIA7XYyE9OZi3LOiCgy4/7X8M1e2w0g3Gbq7Lk3u+/RP+9rR0qQDgDKFpiG7iJMTePDH7hgAzq5hbd3camN1Ubt5KIBaaEuuMMBhGSTmKSvycNy7HLAs076dIjkpwoATrIeAEYdC0vW8t67lvBV5I9ZTGBpTxzyHQ1KkLXjn7955fO+B+cPD5ujq9qDGecWUl01vxJtp9QT6tkfkf34eNSz262HNocGlwA8/ZtMJjHDNsTDeaQAqHnskJDWo/vt//xPnhkbPPfyY63nNCxf1BpWT+77B6NNnTlx7riSaEYlN0MxakHGlclv3Ie9CKdC6EFJJ2XgxF3MAdv/Rp4fGXjv4L78EYO7KGDszk/CrgpEo0cmZjX5AeFEs9B4CYrToIiSycTOA/s41kY4QgIh32Z0Ol0rEimbRRlytP3tST+X1jfYymtvnzpVHBJjKGdjqDMJniwmC2bMLKX2jvxXZlESpROm/j259eXp8PpZgKxSHvfPbiwFqgIphw/FzQyzHROfZFr+tQZhrar4tjWDEhAFXnZwTk/s35XxaoPrwWit7lj/mz8La8d22ImOrKohygqk1JBgJ12FAPd4JUQcA79mwFwGKXX/1f/0EwNDYyW/8///k55NGpbitB0t5AGgwSpyLCwB0vyAIef/Sou4jZAsTITQJP47EVGjaF4AuICcU3qWU6mdkkxHfwMWCWUlYZMUHaxTyPq8n3LV2x9YNAA6+NMz1BrHzM6Ojo+n80tnplNnPWL8uQ8QMomhUJnRZIh1taxgYOB+fLhVLiqyUoF2T0V5rBiF0TbNf8XnPz6W8HoVNsCGvmyPlFD0H0mUDgKp4shJdLpVYa+S2QGBbnhxMT7NhjCNEBBMhGHwhgHAYAIAAb3qL64peWL2uWWG6CgyALF9R1GHbYZV+Rn56279Lrw3B34hAI7welDWUy1gsYjKJB39SEQDArXMwzydW27FYb50LMc+ouAxc06F5xu9GHFrhe1BMPXli5JjMirSc3sFozz0ft5cCqjv/OM4Ci4zVupPV84fRVz68Z6doCmTu4JihzRmTn51aU+TyBzvW+dZWz7bZ/HWEYDwrtvLtHxx48IePFDhvx2D/12IAyifPZ8X7grnIAPhNq3CZrgKGL3/p3mN7D+iSU6EKYdVdmFfKzpVZiI8HG9O9kSWPxNrcAtix5erB6DX7nnoxFjsnFgcAmO9c5uezmLV/wfJc38QAQgcA9rbkz7KaWKUWeHC84k5GkJ7KU8tHj5OLXHcR97XV3yxBdaNSQJTCg4It/3vL2r+bpSMtmtdL7//jXb/68n/Xn2/tNJpdUMZg3JbGiEobVH96eUn1NBTSWRgcIZZkD5t+nXTEu7Ct2CJKejgMAHDXwMA+QyK81Y3qAyO5H0hDbOloexYCTrCN4dhAxCTn10jBSLhhjcpelzo7qB6/lqgDgPdsmDKAYtfQ0dccz1NQOlaKAsZ3enuPJZdYypuQYEmn1sDXxNyX9ZHidktY8zFCuAPPCsGpogZ/xh6sXM7PmF9Akx9UmAkTFdiAgfhjozfiMbDBYk6SCABFlkOtqk+RmEb5d+74KICDR16JnT0HAA2NJs4BGEKQJMJYQyVJ8SlSobjs83q8JaVhNjHnbwLQXNIUn7dRbTk/l/J6veG21vOJmYbFUk4GiMQ6D3AY4C9Rxee9wac+VUwRSQq3tc4lpt/XFT55eoqdUbQTtcIAjKpE/NU5Yrh/suV/m6tdlZeBZRbrAk9tuiG9NoTmRgSa4FVQ1lAqIbeEiRn8488/teILWQUGsPNcSFmAhxMGpBIol0gtPB8r11mX9tqnV/XUupOP+2SofbvLYQP+cu+OaOD6bTZVwIrOP+bIFc9i9fxhxqBMEExtz8KeSfPNIvPHRsL5F/n8Z2+63WLlqR/Kbuhp9/BhYABAW89rfcoffO4z3A5oJCSR1XTycg44va2rkM5uPJNxGdnWQ11n5SYDYFtu2rOTNwRgE7Mt+fNZEWDYGOMBLYEUUlOpRk+mQRkP+gCgvbtfLix5m+OLZXNiIvNnRfY/nPb/5tNmFzBnKl+FEVcllZ+ZcBEiz0zojcYA3Q7OKTuudEDw3sBhYZN+RykhnpnzpFjoyePKdH7TvR8DcOLnY4e8aTQFrk8TAIdUCkO8dFj/QsPxSHODly4VSWHqPIDtxQBf70AqQUEJCG3t0DGA9azBSPhwBRgA4IiKgTRGQ3oLFzgcGphMi/3c8B4vAAbSeH4NBZF4s/mbklQECc+toWUC2fjOjy4uFzb1+1Q/6jCgHm971AHAeza+/l9urpD6i0FB6Vh5AADmEi4SYWcfexDkF5j/D0AcqX+VdJ/o/+PsHdcBlZZic/MA0Kzax+QyOsXInAnVUQoA29ub/8mJSUyrUFzSkYOvMRJuB1BYmAdw/6d+iw3f/8TTY7G4DgN4ZwOtjKYm5HIAIMsoLfMfSBmStJgrKbIE3SlI8Xkz5WXZ4ykVSx6fFwDVtIZCOUfKzWXTR0iDFigRSFJO1sJrQuz3KZ1K+RubF6bnc6TUXNaX83UYYHQZY3JhFn5NssqFCYARlRLBtK5KCt7pe3rd1nRXCP5GtHAAUEaugHPTGDpoqQBUOs6tp2bFZw1GkDPeMkdI9OV0dgJ2CwuFQz+gq4a4IunIdT5UX48Xjl25ixkvBYh0oGqARLhksRyG5ORwV8t2qznmcEhq5YqC5ORwV8snbripd3DA0jc3m95WDFh7VLkwf4xZWbL8M4XzO//b/y5aeVrW1K20fucBGRi4++r1/TsGzh4cPXc8aWP+WC5ZOK/4l3kJxsi+wYG+HQPPf/sZ+3GEgkktE2MX0jc40H/PHd/42l9X4TixkoWzUjESkpYl0ln2nl7TiNkplOmOW24e7PIPHX394FQWcGshDCJcL1vU77b8qZ/X4fvJnkxNV2L+VJT8snBWBtibv7TsggFsKb5NdlxpL3MaXEsvBlWnJq9N5loKyw1UW4a04T/dC4B/Lg6pGgATBuQz1xWDSCVoawdS032D0d7B6Lmhsf2vvrY9sUiBkc7GbYlFtHYK/Pscc/JhzBzbx/+YYRi68+7bWZ+Bnzx1MF0sAPCXqNDAkY6GlHmpxHJ39iz7EtYFypI8L5UABDUlK2mg2o2zGFVJVtbxAH8WWpntwqoKALYsLi/VYUA93vaoA4D3bOz50w+cnZ4dnVNrGk21sfJWAEjF9V87l9TfGjq3p1LGRewPjZ5clSdR4alsCgD8qnXCFf/QT5Q3fOL4s4U8tDIaW6wZFEWxAK/PUBRY2VCFvM/rUYMtt914fSTc/hd/+/fX9K09fW4iW5ZQLplQhwEDdmmEQJKxXFRbVbXRG/QpyXR+Mb1QKhQ5+YcQKns8AJZLpb6ervPx6bZASzyZ0vsQA80ljQBZGf4yUXzerETbVTWZybT5mwEsxOcA5BTCFpn0fgIl6iwIEGv7G6dzqIvPCQBg7RU/61qDlkYEmuBRoGlYLmFhEa9NIHHmU4dD0nWOXWwv3q1WdyDiXgqwx+poQi7r8Wb27DxQrUJekfywkihZKC2RFdbjHdsD/vLGnbeivfvE3qcYHYhWHc/mI1BQ6LDby2c2+jX+ZGN6BZIMxO5dJhhwt860FxyAMy3Kji/uJG/ETThRWbZr68wl6ob7BqP9G9u/8Tf/zCoDBLUu9ldq/Xvjnp3nHn6Mq4Ft83dBKVU1vqevbrq56yqd6SQcUBCdu8+NHSTrlbNeOeNTpjwl+JpvHLhmsMv/wI9+YY6vkuKbY6w3hH3JMKEwmxJheTlxWZVfBfOHd8kwnpoxLk1n/sQBohv52+bMKwNsL1sRw3Iuat83lQCoRLEmv7yh2OybmUJr5wf33PvSnh/B+oE95J2/vhjgSEN86oY9vz8+NHZuLD6s0m1pEN3rjLLewGykCAOcNB4AR1QoPq8vFARw36fuYBu//w+6dLtULCczGd2NTSvDaOdShsbwQBmaTPHhWcpUWwAYHpBhjKHah2cxJuCBLCkB8JeJWEAoktLm9X0+1f/sd//85i/sRrlUxwP1uHRRBwDv5fj6f7k5nc2vDgZoWwHmGeomQFyBzENs/64wTDysy2Sokfq3us618gZrfaCpRU/rAfgakRc0diJxSGQNFXLwNQMUxSWz9xkQWRcpLMxDkn2KBGDHB7bve/JfAaCQ15USDAZoWpNGFgmligzA5/WEWwMAzk/PtqlqfDrJEn1GEALQGFJnM5lwWysAxhECkJPRXIYOA6iclajq9TUGGtkupUJxYXoeWplrA2DtMWxrI3BEtTiHAiCGhpvLhUVgEF7/M4+Csga/D14PSmUsl5Av4IWJuwBcUWw4LecA/MfXdFrU197fwW7jVw7zhX/3N8FTNcCAi8wRWu1y/ooHBGBbhudLitWbi7k9tfGOTYFI58SJJKMDOeg9Dva/+VS3U8dsO5EIBihw456d54ZGzz38OB/gBAN601wrc0aMEW9GVQID17RFbxh47tvPrLimbjf0tI4/s62rkM5uOJMhlS/ZxdCThQMMcCWArWBSkfkj8HmcF6JGwoOBds50GmEGoNaJoTJtiQIj3gzxq1tT2qHuwEKDsvve3/rG3z2ajk/pqb+d3C+EOwwQATLRATAReDUsayc2EGs1A61C1HGWC9gBFaNcUCoBNi9pUhFO8G705RIoNS6BijvKGg0vLLU1tLbnio2a9oJKFZ+3Kdx6zeiMOCvbAg/751Cn7/piEMDRSLNPbb5qdPq0keJvT+t+xzAEA1R/TN50gwHc84cax1cj4WAk/C/x8d/+4Pt/PjoqtqZh5nLFYrGrrW0mnVa9DQCujmV+tYYwbk+JlgkhIBLrP1nSSkFNnvcweir/iSSEslI4BYhC5DI0ACwfU0DkYrEh0CxJJHr1OgB1PFCPSxF1APBeDqEbwOzQuLf6YDOoNqZtAwFm4+4/TmY4lvlrGllDdjfxOoLtaDFS/xXepQ5OBxX+mZ+FLOsFBH4cncVkiAGoIH1msZi1d0MDAwZNACLh9nRyxuf1MI5QLD5z8MirsdhZ+Jr0lsk6oagZS3l2vVvW9swWsrOZDGtV1iGTk6encjKaqQytnFOkoKLkiNYWDHp83vjM7JqWFtbcgFGD/BrJSpRpAHIecHbQXQPRvfsPRNOU3VOnNsDWXZjDACYXtjS5tMKAzvU/kwg0CgKUNUgSfnX2jvXlJnGX03IOskIA7l9pAwaosKj/VEVGkDMuFAxwDTFqXc5f+YAQc2IXJpExsiLzx3V772C0Z2NbJpYYP5Gct5mEVl6MH+5q2T614H4i6MwfPoDtyPJjCwYQIEQVm0vbgDON2vp48pnpoa4P32PrmLsywcaqCb77hpv6BW6S7ZJd2TUWiMLDmKQOcoysna52YsJ43rTYok/gB7FWNixz46cGAMigr7zv2kyDIjdJqr+xv7//4NHXhVfK8bbk73hTG8BIQVYvIADJSV09LIZ7xzpDElClZZ4o9jWDWlJ8PqX2bmM9nlSEExBACPvube9hBySUhLNL7bmlsKdV0szv6w27bv3ZS/+Wj6euT0vmQQC0dtJUAq2dh7zzaGq5Pi2dlrNzLU0Ark+T1wc6CuncUjp7XZocNtQC1BANww4DTD2u09VHZ/mHFMBQlAHRtBaMhF8oLgBQfN7b+iK/jI/PzM+3B4NKU+O5iSkAmkZZLzN9jYzTnaj5yIJ/9MEAKIhkfp9QCiKDaiAAiGd5uaTIAGRZKmsUlAZbmqNX9rOj1PFAPd5K1AHAezkc3QBWBQPoGN0GEMxOOX54qD31Z9Z1WhnNQcuT2TTKZQTbjJGryeVsQrRVvFFdF4yofYzL8SjyWYAaKme3M7Ir9enkXZ9WBPA7H78lEm4DsP+JZ8bi8/rIwiJA4WvC0qKkUQpKgQYiNxN4fA2Kz5vLLUSvXnfk5JncUvn6ZPEVVV9mU3zejKZp0Jgp0Bp/czyZ0mFASWO8ID6yUfXf9+k707Hz33/iKXlZIlqZS4QZKuAEVpaI22AAHAn6iEqZToBtjbfHAYRnROlexX15OGEAgO9e0/gfXyvwP2srBdhPuDowUMmps8aNbgekqGnOp71LcyiwFUrHQVxgQCAS3njHRgDjRinAPj2Y2GM4RCAyfxwHZLQfmMnoJJ+26JbjwvypZmpkptFnfKX1idQrW6+45spu+alX2ajVygD4U6zx1vOCosA2oApLZ5iLB4zzsgtkBj6sWuJ0Gq1RBhCMhLf82X0PfuehpZJS0YzIuLHOVmXDQuFCBl3u6M2n490f2brlN2/94YEX3xTbZkGwmRLX+G0nYht5xs8ZPnBj/qzU3Nr+FCoxf4TVff6NqMuOFQAIdWH6nMscYC0LSKRx8mxfqjCtNi1LpDtT6JGCPk0rCxcciHS+b9etL335L829Wjtf9s6/vxiEKQaQDqk6YmCPATSo/vt3/fY3v74P+cx1iYLt1EY/AbpN6N3L2ntFrJ4/1LBXhiRH50oAKOiLbTKj8TRrOr0nK2l+jcyTEpFkyowrKIUkQTMeEyJk/BJP9H1epURJW0iNJ2Zsv0FBX9M8r1QTAqqJ5QLoPyCwrDsQQigNBvwMD4ydOjv3zI/5AW/+/Ffr8KAe1aMOAN7L4WwFsDpGEACKMWzD7Hnm6W5/lqf+5RL8KkAwnwSA4Bpk04DB3plP6hhgtYu5MxOgGjr6hPms6u1aCxIQB9jEA8Zgp96Au/WxlghAJNIPYMfA+w6+dBjAD776xx/5s78EgEIeVIOsGI3SFgOSrzeVH28osyX837v9I997Zggs0Z+ZZU0DcorUrJG8QrTSksfXyEyBlgvFhbiorCWF8pJPbsh5ZVmR1oY70rPJa9rWnDw9VaWBALHaV9sqOOxPm2sQXF54S1Qifp2WcwwDfHdDC4D1xQa+hY3+nxtarhBaX60y3gJNyKEhvm1WOaAuVsIA9jdBVeOgQyEJwPXOfNE+B5eDbNx1a6C5PH5wbPx40jFeX8we9s5vn1qoUl4Y9mbgV0UZALWe7tTVTUslRXTLcTJ/hAs3xjjye7Z4z61yULMMQLwoAMFIeMvO28+dmDlnRT4uhp7W3sCwrcobmOHGb3313NDoWees3K4CQBU80L+pre+eO57/4p+Lt8V6CVxFbZ/bVuv1kuQEBTygH9z9WQAPPHmk4tGci/r6U8ZGzrlnn1qetSsO5o+zNzas7zpXRpDO/GEFNKozfxxCAo9Gl9vCsoayRPheRPFQQhDqBCEoaw0lLVgoZRtkb1mLpAprF5a8qakSCG0N294NH9hzbyaWQCrxCpfFt3bCyPshpPv8Mc0vXF8MIpU4es2a+//Dx3+154eMF+S62DOsUuQX2GstwgA+mBGBYJIq6VjIwx7lJI2y3o5E0miJAozqqafmLPUnBJTKlMCjlEtFEAmUSoRoIA1ez3KpJElSiSEXTZMk4m3yK8VcSfL4fL50fgnLBQCSLJNSsawBhOz4dx8++KvDpLQMSWrQyoVy2fzOo86vF0KIgUMolWXJ39QITYtevY7BgDoeqIcz6gDgvRxOAMBitTBgjG4HYFpzsm8hPcVXhU1GZFN24j4DBmp7jWcEhB4xLa0Vx9T07nUb4yoYECOXATgMsA5jD52UIQCSHOnrATA1Ps4cQq/pWzsWOw+trO/FOEIEQamxN5Ufb6RZiaqK8iGfOuorKz6vnuVLck6iH0guU+CEKis+b45oazvbAXAYkJPhL0O/85LERAJZWlzb2d4pSydPTw2k6QttutkcDK+6gbReoOENBLg8gLe3ZOv6Nhigazc1bXu64o12Uv8ZR8iW5Z+Wc0RWYBCH3hLdHyAgzO9v1XsaHKHbZhUAFHhKXaQAaeuhVeg95u7uMOCQd/76qewqeg9bD9IzGO0djH6uu+cPPvHHTiXrsHd+u2jd43pA3dIHLv0NkpMATmxYe/8nb2VuOS5pNGq2zhStcqw5NDHSX8bsN+fgnkNP9A8O9O0YOHdw9NzxpPsZnRClEqErOcHsgM6emDn38GPVnUmr6xNGQpKPtxgbGrswiYJzeqFI54advxFLzO57+kV09EJsAUdEjo2j+RessgHC92FPTdidQOHG/BELF9XlMaJnP59VR09gakIjpCSRdQicWtPUM1+Y9ntzXoUCDWVt3ZlYp6KWZalEyEKDTIH+dMHDMtZUQgOhdkEwAHxgz70Tjzw9aSBA6qhUsNSf5hfeXwzqNYFUQv8ua+0MRDoPqdrVo9MwDEOvTxPxBFQoZfDtHAYwItDAXBkw9bjUUEllSQmSohFKyyUARFYoowaxlX6tDEkBIClyX1dY7y/5q0NsX9Z0Mp5M6U3l21r5xkJxeW5+IRRsmZtfaGpsjG7ecPBXh1FehuyJrF8Xe+N1UEDSv3UhSZErryykZ7PpVLagowt+cfp7QCwRMDBAKSSJUCorsr+pkRUKdDzwhd3PfvsBlxe9HpdT1AHAezkqAQAWq2MEMRjAViCYI6fFlqeG9IsQpGdqxQAs+6+S+tui1rdxBTDgkuxRHQM0B/Q/nXUAphzQ9cSLAEzFcFOLSpd8LQFoZZ/Xs+OD2w+OnozFzurP+pqYFtlLydVZBBeLx1V5U7p8MtzYqPoZDIicnDmmSgA2pbXjhrPEYoPc0ap6fN47B6J79z+pAzFFAvChZOlXayTdNYiU164Np2eT/sbmK07Ojhk/aZwdpKsUJDkrabqVkCZtmyvD6hrEugszubCpE+VO21XjQjLytwwGhMPoLyqHB/z/lfbhvQtqcSvSY/WS3+oj2eR6B6O9g9EDj/+y5WVLQnk4JAF0ReaPPiA5qR/Q0TdXdMsZ7gpsd7W5hOA4JFCDqlvlkLaeYW9mWzEgvo50JRjAyEifuOGmvsEBfa1dGFYNolQ4IAWeeeOnXR++Z8MrU3zABcgAmPzAFBabp9ZbwrlWNpysJDjiRId2/x9/9pVHD7x45ORHf/vmfaPnBOakuZoOsFzfhqyN/l+6GNd4IpVYjXGt4ATa2onkBKiOK2SNljPTIAStndBo43K5d76Q90g5j1KemyQa1mWXuxcKbwS9V8zl31QbOxo7sg2KrFFfqTxVmr9yZp5QS5MEc3pi/w3j3+7BLT2DUTP7t48Rgh0hlaCtnYcMXtDLqkaAW9S1G3bd+s2v74NoGGr0DQBwWKXiygU1v8ExooLLfykwFlKyksY4PyVCZchlqvOsiCR7NSxJIEBnR1s8ngAQ6VkLIJ5MhTvaAOy4PhqbShhL9eTfjhyDJIc72nRVAEF6Tqd++Xw+9iV8/z0f510Idt59+1/87d8DUNUgK0cUiqWeltY3Z+K5UlnXJFDN61EkSQbVisslTdOIVpYJKXEYQAyBgaaBcoEBACiKjmo+vOVa9qBeFricow4A3uNRHQOsmhEEMobtAJCcsv/81LQ3kK6tFOAuR1sp3tKb2bHGz0LvP2CkDpZ1FwCCnpi3TIZREGj0A4h0rilk0kwuPDT66sEXDwGA4uEKM2+ZXpPFuYYygM3p8qsGDCgViv0nZ44bMOCYAQM8Pm+j2qL4vHcORPVfDknmEmHmMK34vL93+80/Hx2Dtc1NViF+TeLZ/41JjXFpbLwgsZu9M5VncmHWZax6VGIH1RIXCQysLi4mDKgNAxwKSaHsIiuSsLfU4ZCk+Lx//EefenHPD/kw3gy10lmczB/A0lzM6ZbzzW/+qFLTXGP3lQn0bI3cNN7hUal7sXUAnxUx9LuPvPicmEBXhyjO01FhVmeNlfvqV2G7ObrHv1AcsAiLhVO7thB2sJIIQJ2FiLu3bO4bHBgfGu3d2D49Mf2zx56f7V9HZclSEEg6qwHCR4pXA2ydrbFq5g8F1uSX8/PnKcH6+eWOXHFZlrKSthTuI0B/Ku8F1RiWSyU0EK21kxJCKJWSkxSQQWlbj5ZKlNasVTTKXxcisOxspQmqp/5bkEpMDB21Zf98jGW2LIxVfC4JAHBI1YKRzlvUteNDY4dUen2a6N5BDiXAdoPzYyz7mMvmoyFZPGlGZrQfAoAQqafkHTf8IHZ8YCuAweg1APY9+nR6IRf0gDQHY/EZgIAY/4mvl+2Ty43jqPmUj5YAhNeG+9d2sHY0AA7+2zCg1yiglXfefXssMXvg4IsA5uYXutpDZ6cShGreBl9xqeD1egtLRWbeABhFAKpZZQn6chcBgv4mAJCk6DVX1HsSX4ZRBwDv8agOAFisEgaQMVwHMAOKCzVUmU9CbVs5x3NtSLlivNW3tJtyIDdvYgAAizk9fed9Blx1AjA5Qr7ykupvMlyDknpG7mtGIce+kINyU99c7lxDeXNaAyiHAXcORPftPwBgU7rMSwFZGapHhAF8gAwDA7CRdw1E/zWdAIcBkgytLDqHQje+0HlBonMoVpILw+gsVkuy/lbAwIXvtvpgGIAC/3ODvxaJgpjBu0TNggHzHcSY8dddJzoCUfA0vTLSsJ6L2gawMMBAMBK+mXtcCue1pbNbbWvkRhotLvbbjHcsc7OymOzKY2EYAU6sD/hUvzgrFxmAI3jHYgBUcPcXPXxgM+t0yAlsdCOYhRSjxdg9dzBhsf28FY5pCSEvd2KPYCS8eddt6cMjv3z4l3N966abvcseGRpVNFqSCajA/he1ASIjyLUHMCozf9LTIKC03NrQ1rWwlPPKJYlcOZtvXi6Xk5NEbB6cnPRCK7b16vumEjZyDuEH188l1CnsZqDL/OZ0D27pHtwCgC/83z7refLKkP2+sfewYARkbtT/JRwGbLwr+ve/Gt7yWhLMITRRQGunUwzAWgRsTxNqyf6pbvsDUCDLkm2iVwV6yg3jrc2sd9uOD2xleT+AoeHj/3b01QJ740iSmfrDSpd1qTBTy48Uqx7rxnFN5lOUYrkIrYwGvT1l/9p2gEbCHQAOvHCI9a3feefHbAUEjdJQqzo9PaMocqlU1splAIrHU4Lk83p+545b9v3DP4uzIYCsyH6f8Q1WxwOXTdQBwHs8agEALFbJCCJjxIABF+aruKIqYLUsINe4KDUB9m8mCQAeH2C08KRCy2HbYB4OqcCOD143OHAtOAxghkKFnEShSSQoNfpmpws+3+a0dk5ezLW3usEAmR+eGwF9/x8eXYjPbU6XjxnPijBgh9ox4ivd9+k707H46N4nuE0Qe7Z6AwFYYQCsSIC7BmGVOfqFcYSE3S9hnPYuAagx+19Z74uaqgTiGyfoL23ceVsmFj/+2AnY3ls1MH+47ycPIZOeZMdhSW0l7x2+7s6Oc8TIoTmfRx8AAOi7544+m42PY21+2M000wYGCNA7ONB/zx3ObmWWw1ag9esYyUjEmbnQg995aMO05DqeHdDpTMrmaXmDJSdu3L2rikQBFhxCAPfXeqSrZZtVwsHOEoyEN+26DcCtp5J/8uBDyf515wO+7vmCotGpgC/fIIPCGx8vemRQirYeSEQwlzSDgiiaVpalYGF5vpBCUP92DS0uF2WpJJFiaorKnvWpfO98YYmWF71K98Jiua3XC60Iw3bTydGv3jkYou+QSFQyngLQ2rn79+7429GXundsAYD27slHnp4cOqqfw9JfzHpYgBrWnzDW+y0fBwMe9A5Gez5x6ze/vu/6NDlkkPs5BcjYQd8+rOqPt6ZxJCQLh0NW1lN/RVZu+OD2g0dft6X+Q8PHQKSDh0ZBCLw+Ie83/g+3rydq+ceEHmbrSaqvGcFwmSsW4G1AIW/oxxr1jvWsGuDxsguKrNVf5fTcHCTprptvABBZ2zH03IuQlbPTc/GZWY3SkBqMz2WwvAQAxGhkCegyBn3SVFHkclkLNjey/gNjp85Gr+yvw4D3atQBwHs8agcALFYFA8bI9QB6T50av/KqVc+MhV4KgOUrkzUBwFvO/l3C+NXkRMmaxou/ho5dapULG7WCxSwADgP2P/HM2Nk4Gv3IzBGP11OmRUXiMGBLWjuqSjzLPzM08ujoUWeWXwUG8NiS1l4J+9gwAM/u+cFRwSnI2UAABgxwYgAmF+ZKgDNyPt3SyGFALXJhMd6JSMC1wValkajZzLQyDHCS9XsHo70b25gjkAu4FJg/tu5UtgNWapoL4MYvfJQntdbdLerYYW9mexWiS3IChvGOuHIP66K7PnXhIK5ggBip9iOvn3Fn/gitu8Rrp24Te2VD1/2fvPW5B/ay8e7MHwZCAFtRgjhOrd8uh3DCjfnj8kI7pjdJrGM27botGAl/7FTyga9/b67RE2rulICsR54K+BIt3vdN55LN3sli0lvSgkvldG/kytn86TVN+QbFt1Re9MqE0nWpxTWLy+cCvr7Y2dkGEIpyR69E6ZWzeZ+msdX0Mkh5TVjmRCN+1bLueOMmJKDd0TCAwNYtgYjQDaDd2llM3AgX5k8mlliIJTKHhxfGDQtUc5He8b1qQBH+BLcAui4tmdm/7hRETSdQfQw5LMAA6vgGHw5JWVJiS/XM3zMns6fKHl+jptEPvX8rz/4B7P6jTw+NHD84cgKSjOVlNPgMqg+Dl8SJfdyCWpDAot5YxvJDw34vJNngCFEAKOR0j1EY5QWfwTjlhQIwGqp5rT4J0Mof2Lr5tVNn5lLzkkTCnR2cehpP54r5rKLIXmjZpWVzFoQQrcweqn7dJpW7CdXjvRR1APAej9UCAKyWEUTIGK4HVpMzmfsCtAId6MLIPxcQK7cYc/7ltgtrOcyikAeo/n3d5K8FBuz92aNn8xoAFLKyRhuXtW1zZWbluSWtATiqSj7V36j67xyIpmLxR0fHnDDAp/o/v+ueffufTMXi4rPMLZQ93pLWXurwSIq0tmPNzrtvT8fi+/Y/6cYIci8FQBcEm3JhEQYQWU75G0W5MEBqhAGouHS26rg4kOCiZPa1jdTvvmN5m6mBxx9+/NzQqCtsqNQLzDigC/MHQg7aNxjt29j+vJEfs40rWuW4Qo6+TW19OwaYlaeLW7+roafbGYkxK5ZqG5N3gQHDrC+vyPxxo/V/+Uv3nh0aZRpl4W6s4EzKZmI7LxNOfONrf21pQ9bWU/GrTxRgOKZHHGMA9A0O9A5G52PxDzxz4gejLwMgbd0EmG5uWJtb0kDifq9M0X7uzHm/r79hzWyD5/W25o5csShLANbP5b1z8awi+1raxWtBZS6+edWyhwK/Met5Qs0D6B6MBq7bpqf7qQSAzDwAZGJsxZ0Vo6YgKwvztIUNAxHZR8Q4EdtlISbw+B0KBMu/jnmKX7jMAoimEgAVxxxSaTDSWUjnNsdyvBcYzCYAYF9ElHfJYFQfqut9ywQgRCZQvA0fuG5ATP0lTSs3ewY3bTh45FUQguUiGprAmI8uXH/YDYrtPzEUlBNEmx1jbDfD+HNpEQ2Nll71+uRYNaABoCgYfVcYNiguwePV+UUAGhqxtOjzenwN3rtuuekfH3sGQLittVBcnkvPl0rljrbQ9ExS0rQSO4kkSQSaprGHtFSSJcnf5ItevQ6yUu9J/N6IOgB4j8cFAAAWFwADek+9UWspwMIZoYCbQdCF6YAvLKp9Chwr+m5/AMB8EorXaDBsrOvkszoGIMbqTqOBEwx20I7otYMD1w499+LBE2d0stBi1l8sezS62XT012IGI+i+T9/5yz0/OKpKm9MaAC4OZsFggFEKMKXDwYXcfDCQk7QPJcts7Z8hip133/7kL5567fRULYwgFuLvmw0GOMPWYJjFsIrqwOAtlgUqHNN8Hfj/K8Wtp2Zr1ADocUGAwf4eqoABXtizz5l2uzJ/2FPssNZleDsYYKHT91l+bF1Ttx8BcBJ7xGCJ+7F9T+pE+QqO+NXd/Vn0M+OdL1ozjKolCFqB1s+UAN/+3j+WCsUVz2tGcsJ8bwjntQsnOOFHH+kOA0a6WrYxnGaMsfKLODu/B0AwEu4b3BKIhDOx+AeeeeUHo/8GoRyhgALQm2clJwEUwn3NpTIADcQ9xedc/Co9gFMJALv/5HP/qBT5Gn8mlliYmKXAQiyROe12r1JxlEto6zErq/yMbT3uH64KIMRMex3dyiyfkVQCwMudvusdgngK9A5Gf5k+P//KG7wXmMj50b/lJdlGyF+QISvyci4Nrw+S0tnRls4uFmQvZibhV3fe9bFI55p9TxyMxZMgEghBcgoEaOsBkSAKoCp5Ilh+XCgA5I02MpYfF+dvEFv7zwNMG+C4H2I7Gh4MG0gyvD5zsMgjKixCkuBtiITb4lPn1ZZmn9cDgDGFJMWrBvzTiYRGYVEjACBEkgiIFGhQWOsDRhOqI4F3b9QBwHs/LhgDYFWMoBpLAVXo4q4moW9PKWBVdQCXDc4Bwha9s5jf8qcVBkTWRXZEr42E2/Y/8czYdBZAQ3pWlj2ekhYVMACAMaMUsPPu27/+9b0AGE2IHYwt9ouMoHUnkwD4AD6YH5YPfvIXT/mG9VzEyQgSMYDzxRtRq2EAzhEiQtq6IgYQ41LggSpxOCQBuG4lcr8LiqgZBtx6avaAWjjc5b/O2i34cEhCNsU3UuDUtrWFdHaT0LcLFZbhRVxhy5JduC5tPRAaA8OqpnWCAeEsFWHAaxvaruhpV1hvYGMYhQUMVDP0NI6mRsKbd91muu9XLUGMhCRatWRxZlvXoFXu7OLcb70Q4qbxHfZmmFepwxFI7NRblfmTnIReW3BXg/CyQzAS7jVgwAefefX7oy+JFQnnW47IQguw1UR3tLMl0hnYuoX9qbN0Ygl9wd7I1yn0RmaEYS3+VNkwPuY30Nju5FBVKUFQ/VmK1rD716uwr9AJmNjGbNx16yOvvn5dYnF+nsJ6oOGQlJU0f4lmPbK/DACyz7tAy5Iih9tDk+dnulo8AIhfzaUXsplcsbCgLBf/9z/45NBE5uDoq4K3DwEhujJbb8hQS+oPgGJmAn4VPkf2X2mvQt5YS3KMX/E3yBk2jQHbhQKFvM/rUVua0ulMsVTyehQ1GEhnF4uFRU3TJECW5eXlZUDHABqFwjqRSQQaZWWBOgx4N0YdALz3460AAKyyFDBG3g/ApRRQEz8SSM8ADmXw24EBqhjEC2NW2GD7grYu/OSzgJUR5CgFRMJtO6LXHnzpcCyeRKNfprQ5Pc/ulwgDxgxVgOLz9o1OcabQUWspQPF5v/j532WMINuztqMRQPF5P3P7R34+OtopS77hSXbSUQEGOEsBthdyxVIA4witE5p/Deu7VNrDJd4eJHDYO3/d1MJq1e1sZjXKgilwxrsEoxsaDNQBAXiwd0rfprbeez4+7pp0uiENuhLzB7BgAFYE2H/0GKqm0fZwJO4junvp7/D8eCQkbRXybJtpZqWjEQGZPPjDR5bSWXFWpvjYAAPV3f0B9A0O9LO+YENj7swfBww44mQxGejIXTwNdxhgkzpAl1A7XztjJVmYCQECBgwAcF93zx9+4gsAcdQQCADiWDg3Q8zUDROelkhngGHM1k570m/b0a2eQGUPET12TCGBAhC2C3H0264+Q6FBmG2NHtSlLEDtSt9UgrZ2MDn1gV889drpKaZKGlYpU/punStTYDQk+1Q/BeaXiwBY6q+VSmtaWppUfy69gGw6n164pugry/Jot7rntz6078l/jZUbQSAofQEQ5NJ6v0tXAOBc+IfQ3mHFNQJGQOJuE6uOSujC+LmBYE2hn4Ki2YvccrhJSafSkKRw+xoA5xMzy6USAI+iAFgqLusKOgL/0nJOkQBwdlC96/C7K+oA4L0fbxEAsFgFDOClAP1Pyz8rRJXfiUsNAy5CU2HbH9S+oYZSAGcEMXEwDQbVqTiRPVRQ6/JSQEs4JGIAPa3PM1GynhW1hENsdf/k6Sme90PAAAO8O5gVBjQOT8KKAQDC+wezIEL/YBZGHzH9J5ElZFRQDDuDtRsTYcBwSKpFQ3xJwcCtp5JPqYVVYQBeN6iqAQSAw955+FttFQYn6uAF+L5N7b07oi98+xn74ZgMwEkN0t11qq1MA0Z+fM8dv5x648rX83yzO/PH0b1Lb80LS/rOHIFY4r4C88cRjCjPE8eTfcoffO4zPNV2Z/6YV+dC6+d1j5v27MTMpK4GrnB2sUtAFY2vIVEYO3d8xnZDWrOLDN+yO28yf4w7X6FY5PiKtBYKgpFwz2CUMXMyh0YAvLLvKSK8miQ1Leb3Zghfp7rzpqHTzRw5uhBLZOZhT/odO64YFhjgKKTo/bZXYh+59f+i4rNu/BiKVOJQp48TftjGYCTcOxgNRsJ/9Tc/BqCVyv7GZgBKU6Pi06vZ8Zm5cqnc2tg4O5NY097RpLYAyKcXchPjxK8SkO5Feq4t8MmP3wiCfY8+g4ZGO+N/MYsmf0X+j2v2z7clV4IBizlTHnBRgvUFs93EzCwUjy5dE+sllKJBbsrny6VlAGs725cLRQDnk7Mg8Hq9AKimLRWXYSJXoFxmMACSxFoOo84OesdHHQC89+OiAAAWtTKCRDpQjVl7LT85lw4DvPUllmryALo6GNDoj4Tbd0SvOfjS4Vgi2VNUwtmlU436FHk3X/aA0YFKheL6k7Nj3ixAo8UWY4Ce4oviYBEDEMfR2PYdauewb/mK7ra9n77ns3/45zBhgD5H1i6A2edtnSsTa/9g9phpIXhfqmE3JYAYZ+T8/a/lvrchAGNRXKwPDBvOQnCrGFwKJHDrqSSAr23w2Cg61aLKenntg43tYtYQjIQ33bFp3Jp0ci2j2PxruIK7TpWKwbA38+Wv/AlrDLwy86etZ9hokSueRQQDfYMDfTsGnntg78rMH0eSTcQBbT3cp8j1pODqggotxsSsvX9wwK4GrgBCbBpf5w1h1YlzgjjbudJv5VxNAiDVhMJ2xry1UKBnl4FIp44EZnRol5mYBfCplp7/88ePszl3D0bR1t0S6UQqEYh0QlDislw/E0ssHDlae0bu/qyAN/Q3KtMDwLyrtpdyVScyj1lBCsyyfwqgtfO0nFtfbhLHUNCjXY0+1f/b79+uRsIA/uJv/55qmqZREIlqWuOyph8km14T6VouFDPZ0lVzhVPeAoD3TaWktp6FRm/vR7adPH8+lsqZFp8crCWNLmxwy/4tFnMOAKBLqCcN+YTAJbR2j6kWzoTePWwsRUeZOjMLxWsxsxbEBkpuoVlRlmgp3NkOYLlQnEomCYjHoxBZAdWKS0VKKUolKAoAWlqWZbnFcBFlUYcB79ioA4D3flxEAMBiFTCAvL/Wg7qSf1zjnQYDTCWW46lKx9cxgOEIlJmD4nX6Be2IXsNLAdfkpPRypuDTe1GKiftrkZZG1b88N5vNLDufZQ840X//j/757GxGTPeFwgKNyYvzLfpP6V0D0YPpRP+aAPmX19iWUV0cTADE5Py6MienAhU6BrBgP5srYgBhvBln5Dxkeb0gxq1OHCK2fy8oPnYq+eCGFgj8nFVE7TCgKsHGoM7r75m+wWjv4MALX/wagEp9f4GKrX+Nw1pgAB/AlQA2GYBjViuzXBgY+PJX/uQsQxTm4GqGniNGTzHXiR37y+/PZxWnxtf+AbPBAOt5eV+wKq3KLC3AYG93II7UJ7b3wPzhYfsNcWMZVWH+wMaWEZ8ABw+WuxeMdALo3tgGRUFrpy7bZTEzCQYMWjvNjN+2zF/p9a0l9bd0HDPk16k4ALSGbWQqUkknUMO5KFz6AxjAIAFQKpiEnpZzqZYm9uUzrCPDMgUotNEQ60RGKQCtjPwCBeBXAXrVXOF1b6FRbel9JUYAycjxWU8vBTixqf+Lv/2xB/btR0cPYAUABEhO6Y/bHdDOyf7n/7LEvZB1z/JnJl2OdolCSPQxPwvFg+aAS+2CAoVs43K5VMx1dnXL2tJdN9y4d/+Tis/b6AUAT2hNfGa2raXl/MQEAL/SmC0tqn51mZTe1xX2qf46AHjHRh0AvPfjogMA1M4I4higxqzdVQfsjEuEAVb7WeDOnrk0ADQHAUayzAKAVrY0D3aewgYD8lmAoqlFEAn4I+G2nbfdCOC//s8fexr8vjJtmE0wGGBm+W/GT/S3tqzvv2tgYP+P/pln8CIMGPVmAdx9w42Rwa1Dex5i6f6oN0uAaFH/HXKWAmDAgDM/++uPXHUPLIwgd+HbxYIBK+bvTg2xkzh0AZWBj51KfndDC2rrAlYxasMA1aXG1NH398N7dupKAKazr+QoKjYGrmpPKXpT3rhnp5Nw77yK6h4+fFW+lmybn2XEmmTbVtxPb+sqFYrXvJLk482LXVGcIJzXLAIYHYvFxsZVQIj1sITf0hv37ATwzW/+aBXMH7Edrwvzx7yT1jcusSEE/Vm9/ZZjxX1FPUBrp/3FXbEAW2W1Xj+d8M3GLlP2EHEXoeHAyueydABw1wNQgbbCHp+W86mWRkjywFyZbRwLKSyH3ThXBHA85KUAsqlrp2YpkLz1pnw62/fyEba8f7JrzYZiEwGk5BQAAjLT7P30n/3e80dO/sux13TJL6e88C5aM5P6rddvpkhichQBWMxMGLDB9gVFHUd7G0K4zZmk/urwXy5+CQszVyYXWheXp0O+uz/1STVI7t008P+9+XOPbOj8d40trZG1rZHw9S2BU1euv7d77fYv/B+bis3HvblNiWwosvY3Wzpv2X3f+sFtb9cV1aPWqAOAyyIuBQZArTCAgGCMvL/3jTfGr6rBJPTXWwqoUQmQTQPQFWAs5mcAmP0y/SoAZOcBrAwDxPIrtw2FqQrYeduNkXDbrw6/8stDI6UWtX8ul9YMd+d8htH9d6idI75lxeftGz1/VFjdZ6n/QNHP0vq7BqKRwa3pWHzf3/0MQNTY7vQAHTUOASimYQABAABJREFUMqh2HvYtKz7vs1/4nI0R5Myvdeq/6o4BIMCAWkoBqIoEzsh5APe/ln9wQ0vK3wiHuZBIHLouzVbfCFjmrZXFLqEfO5UEcBFSfzGqwoAVsn/jwbB3nmfDrAjwzW/+CJZV6goGoCsxf/Ts3xhwokO7/48/6+5vU2Fh22T+CGDAKFzgpj07xWzbPKZ1xZ1Yk+xhBxjwtHWIwmJ+NOp2QH5YW49hNozDEvd+wIL8wMk4stwQAG3dwUh4JCTdXNFfSB/pwvwRfD/tb+/khJ5aWgsFRHgWbd3ESMd/49TcE+qi5VAOig7E7ZUcQlmsJCRwBmUHcXmDmeRw+xmrSALczmWyUhx6AGpJsZmOVd9yJCTzxHbT3PIxvQ4ACrxvbunVUEOorXG5UOw5lyfAq6EG9pW+qdgMg+5zzJvdVvT3DW6NbOzYd+CFHQPX7nvqBRfnHyIB1HhNOT50MG1cbkVlxzALULQGMbpYvsVw/6WjAJCb16fPlrRYeQdAYA0alRten/n3r51fM3jdjt2f/cHNf6KB8ju/bnAbgI/uvu97N38Bwqu/fnAby/5v2X3fW512PS5q1AHAZRGXCACwqIkR9K4pBYgkSLfIpgBr6u/c3b7LvP5NahtgZwQZFeHMHBSPTRzMWobFEskf/fOTWosKgMMAdSGXbmkGEE3TM9euYRhgTHX5iWCr+4rP+4XP/y6Ab3x9r7idYQAiLPPH5MW0XB4o+gGokbABA+4zYIC9P8ARQRAsqgJswbLwM3I+1dLIYYDRP7i8zQ0YVIcB661kJAYMIMsQODxn5DyDCuzP9cUGNuzzr+UBcpFTfwArqggqwwMz+w8RWCn+b1zdtFRSbJagYiYx7E64d2f+8GfZovXmnbcFI+Hn3aTG5uNK5CIYtCV9mJlt820G5DBX3F1p/XaDToAZ7xzbe0DvMMDzTjEq9+Xl5+0bHOi/544Hv/PQhlemqjN/VnJA0u9n36b2vh3RSu3P3Gg/whuZtxpwnILY8z/rZzk5SWTFSsUxwIaYW4tsnNq5PbX3DoNA1Knia+Q8l0un4RX1AJb+ALbvUDHvN5JRjHoXqF/dMresgQI45s3Br26YK7Ld3+yQG1X/xmLjXCxOgBPePIDNevYPgDDAEJ0rEeDZNx4++tLxR156cWLZu/fvflZWZFCj4TEjDRnXa7wQVCTvWScLUx7AHtQIA956xr9i2FLBmXG09yCVgNphPEtB8eXISy2FUlOg+dP3fG//M/9Z3KOQXvjUPd8D8NOH/4ht8aktAP70vz57ySdfjwuKOgC4LOKSAgDUXAoYk94PoNZSwMTr6Ll65WGXpF9YBVfQiTfQU1unM3YQHvNJAAi06RuZxZtWNpsHg5UCDAxQyKO0DEkCgMYWW6+AoaOvH/zVof4lJS4VfaUyrL1+7x6IHkwnUrF4NE15KYC1CobA+N959+1qJGzDABC9/43SgWgEFF8jZ9vV+z59567u7s/94Z+/KefTLU2iINhGAaoAA8zkgGXh6aAfRvLEGoc5YcBb/wF0ygmcGy+WnrhWKpFblsleAHHtn0ffYBTJqUqNgQEMM/5JzcyfEUNJrBPuK/jbwOJkT/V1erdpi3n5Td/66lnBEhRCfkwcSbZTRyse7cbdu+Zz8rG9B2BNrCygwuE06kzK+za19d9zx3OsxRg7by3Mn8pFBh0DHBzb//ppfucFUSeMm2Y/iLCoX+mpioUC9/doapo4E+haTHhc94LZO8y2mk1AaCoOEHfmj8Fusk/Sxj5CzQSkVILC0vRXXPXnf4oVgCMhmWbT0ak0BaVt3Syb3/j6mwBoW/eJkDcUWXvn2tbD+x4DCNq6jnvzW6YMeVNbzzFvdsvUPDHk1xQ4GlIUn/czt+5QI+GRl088MzS06FEAoLPHV9QKXkXI6aHTeCg1SD7GfHXmjwMbULO2Y27iGf/MpP5usmsDLhYkcPupY6v+qqnB+HLPCwD6O9dcwAnqAOAdG3UAcFnEpQYALGqAATodCKi6eJ8yJGu197W5JKoAt2pA9TZnrkfgMZ+EpABUJwgByDHLTgMGZGbh9QFAQxMALMxBMarzjX4mLWClgIf++h/ny4vgiXt+gZN5ANw9EI0Mbv361/cOGOk+AJpfIMaJuIPQ/bvu4RgAwECaWpb/W5oADKQRk/PplibO+TkW9vpU/7lfPHh2aPRzf/jnb3qL64qWEpATBtgwADMPXbF/sA0GjIQkp+z1UscFQILDIak1u1hLPcHW9ouFycl1Wx388J6dXApsO9qwjX/iBhJsDPURq4++rgYWju+yoO5m6Gn7lLDD9m1q698x8Ny3n+FnYdmQ3WXf4e7vmLbuLHTu4OjZ40k+DfvErGCA0/rFmQP48pfuPWu0GGOAga/EV2b+2HUOFlCht0DWCxQOAg8LUpnib4cBtvV+45huIMF5lmrPWqOi/6aYtLpmhwmAOBW6+q7JCThUy5UExIBBQHJlH0HHJ7YvYnFOfO1f08EAHQnJA3Mlfb06OTnWFQSwuehni9jHvDkA/+krXxre+3gqFkdy4niXuqXop8lJhm1ggDd9Yb+tZ9SbHSj6CQgFIoMDkcEBAOcnZ370k58SkCvnFqfWrZ9pbrCv0eswAGjvRmoaoAitxcw4qGs2z3Yx7onzt8zwfXJTDgiIk+NOuhqAQK1/pBIIhQ1sRb/c/fyF5f086gDgHRt1AHBZxNsDAFiszAgy6EDupYDpc/A0XEBLy0tTChCCf1KSk6Aa2ntr39PtIf+FpXY1sG3kwiwUL2DHAAC++fW9Wj4TTeTGOpvRFGBpPfva96n+a2ILXCU82tkMrgTIL8DQ/r4WafGp/h1q589ffJ4NgNX0kxn/A9ia1tN6Tvt5NeK/f9c9uz9zxy1XfVK8WnMxVcj7mdn/tjRGQjLbsn1Oq64E4P2D9aMZHCGArKp32EUMlgRU/2FdXfbvJgOw5V42UeyHDbWuzf0Tgo0mhQuNuBLzRxwDoy+YLjXmsSLzp8Ki+01f+OiDP3tqw7SkM14quIjCxvxxW3G/e8vmvsEBc/Heai5ZidZv0/jCsAM6uvfAs5lp4sY4cp2AMYaMuNVYmCD4+S9+7cbdO194wGA9uRn+8PtQ6fho67a+wQhQ1SbIHvpbQHyv2t60VO+522lJ9WsJSx5vm4LljObrWAP76OOznsevDFn2sp/LshhjAwAwWEDDIYka/j/sqVFvFn41OrfMthz1Zhl780+/dO/I3sdTsTgrDmyZW6YGZctWvTHAgL6ZtPWokXD/4ABzF50en579x0fHJ2fjLQ3n168HSN98YTzoW/QqDctlmdJ8Jg4NnlDXsiKZ5Qq2qE+IHShS4dahwm+ZWE0SXz171Qm219ztLeN46VMJUCAUZn99uetf+ztDLnNYTdSz/3dy1AHAZRFvJwBgMXZmvJZSQO8bb4yrjfZvuhoFAK5xqfuFLcwBVTQAVcKZ3AtbLKUAIQPkX/Fi+8bFrM/r+Z2P3xIJt339a99kImChua/O/GEL/N/9zkNL6SxL98e82WgiB2BsXTiapuwH4WQHGlT/3e+7et/BI7Ca/QPYmgbj+cBI/Y8I1P/zaySREQTHj4yNAvSmnIesrCs28GG19AcgspzyN1pSxpo1xJcyCF8yZFFd1+sSbv7o4rvE1en/+PqAT/VfOTJlPdQKjkCua+EiGOC76yb3tt7AFVS8+okqL7q/sj7gU/1XsNk6jINWu+J+oyEsdsoJVuwHLJ73pj07v//Tx0xnIdt5K1+peSLrDQ9Gwpt33TYfiwcj4d2fuWPjhz/T/UrMOIhjybYy+58f2SodJvasmh+RGQHB/tLbDIKsTzHLztWvsJgZuaXOQIXH9li95NfGPuIhkjKdFCCW/TNnWD7ySEhGNh2dmgco2ropMObNbZlKE+Dmb/2/Y0NH9r/4HPdAYx/nMZ36vwzojrqC8Seo8Xln9Q0RCcwfHhn7txOxRPJqKRT3N0w3ewNL5eZiOeH3xgszV5NQ1ivFWxqWFRkalSktyxKmJ3QYsKabn8DM1JPikr8YwrP8Rbfn/ata/zeCLfwb8eW1B9969o86AHhnRx0AXC7x9mOAlRlBVZTBtXsBOePSlQIWUmgRUv9Vf3Yc1E/bRhsjiCMA9m/GYAQxA+nF7M67b4+E2777375rGINamvvS/IJP9Td2rS2ks4V0VqgzWKg+o96sr2utT/WnY/GBNGy9fnm6f0QF8gtbiy2AvRTAGUG3XPVJ158dDgMq0Wkq8f6rxIhKnaWA4V8HRwjGAvz2OW3VfCHHyq64/O/ekys5+eHdO48/dpwrYvl2/YErDBBsQ12N6s0jtHXfuGfn93/6WC4+J44ZdnTIss/ZYNTwZ1lTLV5SqKTxtR3NcmcAUW/QOxgdyswU0tkNggzaCQYAVMQDrPnx4ED/jgHWYsx+XlREO9X7Kuhk8S5fg+q/71N3jNuqKM7Fe7c7aY6xZHg2EbBp3WOS/sXxqQSA35j1GAZBxvthNf19LSHs6P4OZ9Je57VUkvyiqlepW1QHAIe989uLASpsYaqkgbky5VQ6PYMHBW7e/bnYwdHY0JFgJDwfi9O2LgBjRjWADSYg4r6S48I5DCAg/YPRYHMZwHwsrgD/duBVb1kDpeXMzHizEkkvAoivWz/d7J1ubrhyLp/zygm/VyOk741T51saSh4JoS7AJhE2ikLEfCdYknu9GVm3sI0gFUeptLqfP/b6rlnL7uyX1w5dlNSfRR0AvJOjDgAul3j7AQCLdDb/85Plys9XUAZf8G8Vj0tRCqgCLS4MDIhr/OyfeaE9u+sueUspYE1z4xfv/e107Pw//MPPTRjgzQEYSOTG1oV9qv/+u2568O8fL6SzXNHLQoABONlBC+msa36vp/6J/JF1nWw7O4SN4bPY28EYQR+1MoIAEJAVV/ovAAMQvYBAtqfNFLx6m7CLHvy8rhOs5WIOhyRWNHBBhxWo/B/es3NcaENrmY8DM/AZGml6xR4C5hmBG3fv5PmxW+JrZ/+7MnAYrb/vnjv6Bge+8bW/dgMzK8AAEXUwopGu4jXMhVwW+23aYmtxQE+gBFEB639sO6/T4XTYm9nuqq42Ofpmd7ZNu24LRsI6BrCy//k07HfASfG3ggf7e8lIoO2CgQoGQbpDcaVv1CrSJjNTd3s/V3IQeguSX8BdEkBZs+G2boPhA75mTvV3CEVbDwVGQtJWvRWAHqOsGlD0sxvbPzgQ2bE1dvBIZMfWZx/4gZ7rs3eH5fgcrRmvsiELBtcJtPUglSAgaO1U/aW+HQMECLKywETy3Fh8IRYHCE1OSEDOI49feWUktQgg7vemGr0bZrLJJs90fnrG3wBCejyhhJ8VCjT9bBRICnIC/cwiDJjQtzDTHlaisckJ9LtaMl4L4bXWs/8udtFfXjvU33HRsn/UAcA7O+oA4HKJXxcAYLGCMEAsBSgrtYmpPabPoaPvIhzHFitCi1V8plx5QQS5ecBoIOBsKiliAFkK0dKf3PvvY4nZoX98Ru8PYDQHiKbpmDfrU/2f/+PPxoaO/Hx0jPXw4sz+gTRGvQsAtibyr269wqf6B9Xw2aFRWGHAEWP8trQl77cxfI4apQCGAZyLhStm+auCAfxn8Ix3yebtcwEwQGwaIO7o7C8mjq+54EDgyOFEypBrbUiP5ORwV8t2q1T3qenJ3Kkz4kbX+Yh4gFZl/vBg/jZ333BT38b25x/Y62TbCxPT2f+2kgJxLLrfuHtXpVSbDTAfV9ASUOjJPRMWnz04eu54sibmj/Ww4kuw+Y5NwUj42L4n9VpKZe8gA4e411gIQJOTlhe3rZs1bZiPxceHjurHr1kEbJlqlaYBtpFVorp1QSrhUi6AC+OfWPcSnhXP5cbhqaXhgPOYgpDANAJKTlLASNM5BQgA5VQ0PYM3ruVISB6YKxMXPNAycMdmNRIe3fdEKhaHWGdo64YwXv8qY/pm424AlACQvaS1k7GDdKlAcrI1EqZA/z136EggFgdwbO8B0eCVAAtexV8sy6A5jxz3N8zlEhumc3NNnpn+dTPNXkhk7XxhptlbkiUQ0jh5drFBgUbR2QMQHSGI1QCG/UR+FoMBtp9U8W2cShipPwD8f658SW1utL8oby3qAOCdHHUAcLnErxcAYEVGEMcAFyUWUgAsdJ2LG7WzjGr9fLllgLl5l46M7OnJ02hoxJouxiL1lZZUf+P9n/qtB370v/pTubS2mJNpc9n8vW5U/brYd3QMwto/IHYiw90DA0PpeCGdfV8sy7YwChBhuX5+YVuxBY683/bnKxH//bvuueXUzAM/ftz1UkccTXxtl84HVLp3NomeazgxAE/xXVoIAxCyZ7avbsPqKCwMh6TW7CKEJgOrDH3Kw9757VMLbjmxed2uMoDhkBSMhF1kAFXdP1kWa7+lYqsvmyXo4MC5odFHXnzO0urLOdHkBNp6RJWqzdBzJCQ1qP77f/8T54ZGzz38mOtx3FfcK0CXvsFo/8b2b/zNP28TWoZV5jWZMMBuTQM8/cZPe2/53WvPlVwZR3xuqIyaLIuxomwaCF63vXcwGoyEx4fGbF3M3LP5agiBtxVz4ws5N9UYBlkIwBNXhqqXCyx4fsVVfNenRHu32hsOJCeoDieEUilb8jfSdJ64cyMsy5jkJAUlbT1s0KjBDmLDBnbdrjaXYwePvDk0Kn7PsnqC9Q6w+YjaAAqAtPXyx5wpRBhQAdTrtvcPDjAkAGA+Fj/2l9/X7Ybaug3fISoByWZvR65Ik5M5RY63eJP966+ezS14lWm/d0mRr5jLT7U0zORnmkrl5qXyTGQ9AfWVtIIi6zewXNLfluYLVfmtwQCDkf3v2HzlXdI/VRx8oVHP/t/hUQcAl0v82gEAi/Gx8pHMfKrR4/akYBL6VqLGBgJvPVbNMuKLVjUPE0sBgN44hv885xcAikY/Bbqyy4tBRfU39o5OHVUl50FbwiHF583G5zbGl3TLf+YO1NSyNY0jrA5QbOkftGKAVOJIZ9O2RB7AyLpOVMj72WPO8DkRafap/itGE/zsth+i4aoYAI70/YJEbYDRZ+CPXst/b0MLjJTd2S3YuZA/rAKSXVHAmgbgwlN/W+jrhVadqJD9G5QS+37JyQ9/6yvjtq69qOb+yR/SygNs/jYnRP2uPswOA5yL7jZDTw4GNu+6LRgJP8+oO9bjVF5xN8HANit96My2LlMJUJucgDgGjIQkxecV2ww7dQ7uMgyYt9otj7fAgL577ugdjAKwwQDiOtWKRybmXs4dUwmXDgB8LyvRkO8CphO4MmQfrK8lhy0r4PzRiuTMVIKWdRr9iq2ISQXJrxjU+q95GckJaryfGQAYFpCnbZgZbd3UQmCjANHNPWcmj+x7IhU7bxxBz41INRjANxLe/IuAMPED0YUE+kGCkXD/YJQCqlEWOPaXP4AOA4TjMKPQ5GTC712bLaKte67Ru9Agr08vznuVqXK6oVBcmyueDfomAr4r5FBBkaZK80seqT+5MBVoKEkS2ntAqaUUIM6eTYit/SsSStqX1z57cWk/POoA4B0edQBwucSvHQDIcfXcwVH2+Eyo6UxrhVLjRSkFXGovIPFEeAuC44qfPuv2rFAKAJDLmCIBHQO0UI8Umc1r7Y2yz6tjgDyTFOs7Zkv5tT09is+bjsUZNQhNLXopIL8wkMiPGhT//sGB/sGBB7/zkKgKcJj6E4Da8n6R6N83GN0/OgpgW9pBHa5Z4HEBTB5OzxXv4JvepXWO/l9ElgGsWymVv/Dl1driY6eS/22Dd3sx6Ji7AQ/gkrJvumMTgOOPHXcesIoMANC9TZwHHLH0EKCM+XPjt756zgVmuCzS84PoC/mAjYHDfHIsR0tOwLHi7qo3oI6WYXdv2dw/OHDWcTTxjOJfRLwtoilQW4+765HlgMT1jrF7RSo/xR8GI+Heez7O9KYiI0ivHqwsAhamAYclaCpx+6zngJPAI1D2xc8CwSo+gLbkG6lpiMpj22BXAg8MSUBrR6UPEwG6B7dUmsPE0FFxDtZKKGX+/RQY7mrZPrUAgfkjDhN0wOZGAqK1dbEPmhoJRwa3qpFw6tDwmwdHUrHzMNbm9Um6Szgs1C8CovNqWsPEvANMNkAJQNp6KagaCYPphiNhzEzOx+JH9z3Jj08BKZVAuSSDlo1T0fYeaS5BARoKIzkhUQpCxgO+tQtLiqSc7+ubbva+L5mbafLGCzMgCC8sxa66Kt+geEtljZASkcLZpfNBX2RucUL1BaYmmgLhZLPnhrPpLR8eu0TZP+oA4B0fdQBwGcWvCwOIqb8Yw12BSqUApgx+S3Gp2wJYzjXp3tjlAsLl80gBIGstBdj8gvIZEPQuKZ4y/a1P3Lz/xefSsfNbErmj69YC2PLm+aOdzWgKbElrr0cCjap/MZ2dXVjwl+2/x9wF6O6BgTflfDoWPzub4RQgx9q/nmHYBL4jKt1mYIBn0/FCOrspluOnqLikWjnOyPn15aYVh71tX2QXERKc8S5Bryc4aU3GA/u6u36hzo5g7jIAqzOSKQU2dnRt9cXy+M13bJo/G3exynFk2+6GntZhTA18bO8B7l+04or7SEiiFWj9N33rq/Ox+NG9Byqe0bhj9r5jMCoVxqn77rnjl1NvfKTrKjvUAVdY8mPa2f9ApcIL+dip5NNqgf8dvO663sEtHAZkYnHKs3m4VwNWhgHG2rljJq7LvxdirkDNHXnrALew0n66B7ewXQPNZShKYGuF/J7Np1QCHH6XqQRKJdvGTCwx8chTmXk+MePrUljm1x8IJH4CaLpUg4sEWNcCygezYkJrJLxucECNrE0dOjy873EIH0UWdhhg2LCaN0X2kNZO46NL2EldQIJRKAj2runbMcBrAmjvPvpXPyTgumoBYOhlGePUyQkJ0EDQ1i0D8w1K69KyBpLxKulGT+T0G4mmhqmWBn8w3FCi6UbPFXP5M61N69KLmXxyYMn/vtn80+vX3Lh9OBC5GHK7ClEHAO/wqAOAyyjeZgAgx1UArqk/j1Sj50xrozsMeKeXAqw/hDreuEQwwCAF2VQBAn2frfdLvpZAsdwZkJZ8vlQsviWtHfVmAWwp+gEcVaUtaW3d4NZ/TSdKheJCfM5xGaY84O6BAbbIyhbyeSMwGwwQl/9FDABgW5qw5dUH9z68lM7xhfwaE3oxOJPnmSvb9NM5tLnUOPWqrITeSryV0zAhgUAlcuftUovHqL6F/fvhPTvHh8bODY3aWP72M1mTSOp4ysb8sbHtdSkwKjN/ajb0BCCWFKrRh2CCAZffJ8HK8+yJGVvWzkTMNmPQ7W5aYZ4d8k7Dx/Y9OZ9VnCe0sXq476fLAIddYyUYkInFj+99yn6LqnkBdYubbRNwmYxTZrDK7N+88xVbBxD+bPcnbg1EOp3ZZObIUZRKmZzMtyzEDGZgajoTi+tJrXEHSFsPTSUIQA2dQCDSya69ezCKVCLQswZAJpY48dhxPkkOA+yTd7ztqTCMiox/fSRlFJ11g1tbI2tThw6fOXiEk4LMazZsjoiRpkOAClaQYBKrjG5ixkZZYYUCVqBQI+H+HQPBSJj9iMzH4meHxjJ6sUhvDUEFJYZ+3OQEMSpUfAISwAhAy6kpWaNeShfDfQ0lrTQ/7dO035pVcrIil2nqM+OXNPtHHQC846MOAC6jeNsAQC2pvxipRs9wl9uq8MXCALh0pQAHDLhYGICF+PFkP8Mq+8o2tpulAAoKObcgU1oMtEY61wS1XOykJTnbktaYPOCugei/phOpWJz7BREgK1NeE2AwgLUS4xgAhgsQdBhARqxr/2YCKqQaDAOMD40+MjomYgAAFwYDRBY+5wiJOlGblRBvIWwDBjat6gXHSAVtMSpLHRzZPwsCB6io0i24bzDaOxh9Yc8PWXrBKRDVpcC2r3vDRJ9lmVQ38hcyGN3FXxDvOjW+WKmPL4z3Rt+mtr4dA+dOzOjaYteDwA4qaAVQwTDAUSFrtx2HuMkJtk9lqEuePbF55+2mKZCbTFmgSK3E/nc0/6oCA84NHc04bILMibGc0gEDnBZbNgxgUQtchIV/Z2UK3YNbkJruuXED+9LLxBLsQjKxhP5/0wzU0jDBMR9j7i6SAJ29Q8EyZh1j9GxsC0Q6GQwQMABl1w4h44dAsjdGUiYLhm0jTFUxADUSXm/AAFYNgHiThUny8ovIPOQwoEqhQLyZ/AjBSLj/njtEqcB8LG72lDB0w0J5g9HJCGPuCa+R8X1i3FUC3D7rYQPSn5loucTZP+oA4B0fdQBwGcXbAAAqsX1qiQrCgIukDH6XlgIAUCq4Z3QAIhvW+MURVQEEykKm1KICaE7NKprlAx5NawDGVOnu/vCbQ0fGOpvRFGDtwAAMFP1MH4z8wkDRD5CTEf/9u+751z17nY3AjFKAAQPenAYw3Nm4PbFoSzUYBnhhzz7bEvUZOZ9qaXrrnv3DKoUk21oFA4AkQ0gHOTDgdjfQylQkL4UkAFQrw9GyoFJhQcw4jZIIgIp9CSqk/kClpgGVU+rewWjvYHR8aOyRo8cAur2CTQ0/L8RuAK7MH2tHLbaRvXYW8S4LR5veSnO2jekbjP5y6o0rX8/X2g9YF3q63IERb+bLX/mT+UPDR/c9CcCGXlyZP+aHwY3S/fQbP33g6997/oG9m3fefmzfk1Wu0Y2cw88yaRyf2r8crMCmWjWgAuNcnHzFCkAFmpB7uPXqsmT/AOX2Mkb0DG7piYbBkv7Tk5lYPGOrnLh3+Z0EAFnR6yP2wxKAIjUtqAWEHF2gGLGtgUhn78Y2hgfGTyTPDY1Z0n7DhIdfExXaVujXZSEO2asB7M9WAwZgZvLMwSNvDo2YsxUm7/IasY2ybsEpFnP4YG5MBAFF8N3V67abUgEAgm6Y4U9ONNKPIFRRIGAAGCDkqtnclVABzNez/3oAqAOAyyouKQB4K6k/j4qMoHd+KYA4YEBF423ikhno4fgw6qk/NRb+rWPENSxBFdBeWJ4rLUqU/u7GTQfTiUXWCViIaFob82Z9XV2f33XPd7/zUCGdZV3DAETfjI91NgMYKPrZbE9G/IWp81sT+SOdTcwyiE3dUgrwZtDUwpJmkQvEoy+6tm8w+tFZ+YEfPyZuvygYoNJXmHONf1ilxIoKYGgYxO2iqoHnf3apg2vuy26L1T5oWEXrwor2QVW7hlWAATfs+f0Hv/PQpmnGr7DeBiFD5TIAcURNJvptPeBFgCqtfKu4+zvaCIyEpGAkfHOgXafu1HYcah3AZ9I3GNWJai8+t02QE5AKBj4iA4QdULztwUh49urWUyff+IPPfQYzk8f2HZiPxW0UKf34+txqgQHuV2Se9Lrr+ga3BCLhjEUibDcbtR3ZLh1OJYx82oUg5B4VenXp2Tb/chGafPXc83EALPWfGDqaicUZHd+YFbUUHKr0AIaV4y72KraWC/Q56CvoVOg9p08vEAn3blwTiITnc/JxQRDCnv7oqeQz6hLboK/061My/gR/g4kGoGCAgbjBgFTs/Mi+x80bXOU1ghuQs9oHAWaVhgAol2y/DeyFDkbCwUinGgnrYGBmcj4WP7bvgJ0XZLRkJiY+Ifzgt896APQMRsc/fBiXPuoA4J0fdQBwecWlwAAXJfUXowIMuFilgIsn2HWGmMUxvCF+C68ihFX/UNiS6Au/XID40IQBVFVD2aVtx14b7vTfdcONkWjXd//+8UKR6BSgfCZa9I+pEgCf6p/PplW/qiME1mKMuwMBrHHYyQ7q61rLvEFZZwB2SZXoQM6+vyPezN033PT9v/nqrVd9ynm1DAZc54ANtGJu77j6SxDM9HO9wz5oRSfQ1b7YfKcqOx72zl9XDNo2siLAi1/8GvTMpgIGqMD/4dtHHD6bxoAJGMT9/UePrZr5k5wY6QqYFCPjRNx4x93Dx41+s9V2IgFU9A1GhzIz3BWUwJ5hw7L06zidkWOJV8Q8iwBc/bfP/GD0ZeFQFbM9pwi42p1xzEG97rrewS2BCFtWj48PHZ0/PAzAzKqtZBJx5nruaEmdzbTPveuWc4WeL4fLHv1utXaKN+2De+7FzCQUZWLo6Dh74QQOjF6OTE4QW7cv26ndWgQwy3zi2sO4rZvyXXhFyMHsZzAgGAnP5+TxoTGuMmcDbjmVfEbgX1GYEmGOJaiAM0WAYWOLhZg8oFkDkIrF3+QKAbc3BnGAQFuhgAMMYhQKhGepZf2+rYc5luocoWgYpVJQkA4f23uApKYBMPtRY0fCPKOvnM1fgSABegcH3p7sH3UA8G6IOgC4vOIiAoD5WDzku/bipv5iuDOCLk4pYBK4qCwdWxBiftXPjLv//FcP9vMcYpVfMe+H/bGlpg2k4iiV4PV0pxa9Za2XtJC5ROQTt0UGt35378OFqSluDcS5QD7V36j6C44qgYABMKrCp/obvHRrsWU+FhebBJNUYqSzaVuxBanESGcTrwPAUQoYUendAwPf/5uvvvDAPrEOYFSx6WEVIgZwZv/OTl4moeVCtb/C7bMweK3TW7Vg4MIwgOtelWQALG7Y8/vjQ2PjQ2NUz4ktN204JEFvsDXJ8x5buDJ/xGDEfVEK7GrWqT+oZOiZnBzpauGtu5gjkM4ssh1BOI5LP2DHhEe8mU/ccJPNX8j1gOKtORKSaDa9rRjggMFmSBqMhPsGo8FI2I4BAFKl04JDqmvOpDIM4Al0kMOAVOJzm7b/wSf+2HzS6P5hJ5O4kdEB1syL6OPFOVTQA1A+zDgR29IzuKVnMApgYmgMwPgjBlWJ4RCH2kFHHQDKy1S4NKENsJ1QxPZiU+XEdn1fB2Cg5jut27YWEox09m5sYzDgmM0eCibCcVB9KN9o7SUsrKyInKtUorW3TY2sbe1f2xoJQ0QCNmUIK8vos63W3832LDFKE3alR1s3UgkCwuo2DAD07xgAELyyB62d87F4JpY4NzRm0IEIkZUrZ3PrESQgBFj6QrpB9dvvzKWJOgB450cdAFxecVEAwGo1vm8l3KxC36JJKE/NL7ZgVzy4/hcBgJlxwK0njmuJ3JL6G+Gy6m/72BoVAwq0dmJmwqeGy5LUXCwjPw/groFoZHDr/h/9U2x2AYIaOJrWnBjAqgbWjUEH3ky8Ee3xhNYMquGzQ6NgSoD8wtZEnrR2jnj1JsHQDUMrOoQ2qP77d93zue7u+/7wa87bV4URJHpcDhtsfqxE0aG69te8XSMhGVqZexmtGCMhRg0q21yPqsdFBAA2Co0tWBHgm9/8MfSbo1+p0xKUwmWt2oX547YA/6Uv3WuRAlde8mfbnSUFa8VgEsCN3/qKrcmAez9gty4BJk3CyNhu3L0L7d0WRGEdIKZxwyGJVAIwgEjvZv3L9HmKaXd17/8qVkgVYIAtUQ5ujTIkkDk0DJDj+w4wCayFPmhT+vK5WR8Kq84VJQEW0n+l1H9ojH3JUIA5XQoT6Ab0LgF6WNfsTQDAyxRCZcNS1hBvrNjdVpwnqEnxF/j67N9gJMxhwDmjGmB+/q28f1gZ/9Q4uDiAH5roDQ3MdfrWyFoA63Zs5UjgyL7Hjbuh05mcfB57cPWw07hJx4fCZv1tQMQBAILXXUeAPkEwkInF5w+PjD934tZZhY1e/sL825b9ow4A3g1RBwCXV7xFAHDR2T61hDsj6MJLAQ6WzkWDAZWzPkL0UoBI7LEBg1QCBGhda+jfHAv/elSAATPjuryBbcvPB6XGD0zOL4NQ0FGVMAwQGzqyf3QMwJa0BsMYFMDrHcSn+vtfzx41RMBcVaxLhJtaBtKI7rr956OjDySlvRNTR7z6mEoOodvS+k+XLTU/EWmuggHggAHDFdn2du0vO5Gh/S3bJmNL5c3ZhmQA0MriRvEpfih+tFpgwEXGAKgoBf5lZrqQzm0+k4GwcjnszWwXmOtWAoxO115BBmCl2gcj4WN7DzhzdLfZToq8I1Son/Rtau/bET1n+HjW0g94u9WhyHJzgBt375qPxY9Zm6Oxw25lJqoVZAnWQwmvQFs3DBn0fCyuLyqLKd0Fi4DdroJn83y3QCTMVMKYmczEEuMnkvOxuD3Ft7YH1mlCYAvt+hZzHm4MHCP7j7Onuo28H8DE0Ng468OVEkg1btJewgoO4L0ChGtnWazsobwcYd4KApH5IxZSbBIFB/vfALSUQzvxajgMQHs3c9ERkYBB+OE8HxFFGNt1NyHho+Mqp05OArAhgfREcuTnwyavT4CX3LXTPEIFWhdg0qjMjF8oMTlupigYCAcjncEg2f3FzwEYHxp76G//w6U2/RSjnv2/K6IOAC6vuGAA8GtJ/cVwsQq9KBgAF6UUUFuyl5yw/IQwptDMOcgekMomfS4f0AoYIJcGgOYge15ZSHs0unGBtCyVGAbwh0P3ffrOI3sfP5jW1+rMRgGJ3Otbr2pU/Xf1r937xL+COwIZqgB+kp133/7z0dF0LL41jTflfLpFt/LkMMBNJWxRCxBgLOzxqf5zv3hwfGj0vj/8miNRAoDTNTTr5QnBSEgW03RbjKh2VMCnJG63TNiR+tsOaLcJCklUK9s2kspOoJXCae/I4tZTya9t8DhlAAB6N7UBGD+ehDVDAowkxoWyMqF75kBPnir0ENBzL5YEf/ObP4Jrji5EBeaPuz+p0Wdg33BXy4r9gM3HFXL3YCS8eeft5w6OnhsaXdmkqNqhBE9VAG3dHANc/8zxhyYmXdsCGKHD95VFwNWFARY/RwQj4d7BLYHmMoBMTh7XnUON/BKCOalVYmueyNQJ2PJpfeG/+xMfC0TCLEc0lvyNFrzGsgWt7CZEUgnK3r3lZYMXJHysBYaPjSTjllJPuKTabOXeHdAa9H0LH4kCCETCfRvbAASv3w7morP3gEn9N8xAeTHBqQGwwgBH7m7OQX9LtEbWrt+xFe1damQtgHQsfmTvE+I8La+a3ja4UzwCAMgKaRWKwEYdgBc6BI9RAhhWTnwLs1tNTQP43OZtBLhh985/euZPXaZ9yaIOAN4VUQcAl1dcAAD4taf+YjiEAW9FGXwRSwEXtNq72l1phT9skgBueCpJgdySlMtsS1OqK97o6WvX3PfpO4/sfeJg2qhFGK0AtqQ1VgcoSw3rTybHvDkIxqDRNNUdQgHWH+AbX98LgSMEQxXAVcJANUgA4JWI36f6z/zsr88NjQJgBYFKbPtKguAV1/WdbB+xq7Ez3pTzkJV1RW/FEcK1bDdMRQ0nUDs3CVoZILVjAFcAcDgkhdzNQwHuB/rw4+NDo04p8HB1Ng5q9eE5dcPVH/E28a7Arrl1LcwfW/50456dD/7wkY1nMuZMKhj4rDjVkZB095bNfYMD5x5+TMcA1alKFQ7lOmcuCRjntCV3GOC25P+WYQCPoL/cuyMaiHSK1vsTeqau115ciOaCxpTzy9nxu6OdPYNbWM9dlvebRwNolYV/HgY80AEGiP3SdDLMBGwcGJ62ur5Axkbxm64SoDWvyHI0rkFAwF/u2xFFezcXzp4dGk3H4mxHyxeoBWPYYIAQjjkQgArVodbI2nX3/Cbz8k/H4m8OHUkfGTPSdAMD2HTPEN5UTjoQeIWKgif6Oq4Li/2GGeGKAB+dlQlI72D008/+j7e5DWgdALwrog4ALruo8YtgKZ1tKvS8c1J/Hi6MoLekDDa+Ni8cA7yF7L/2vd0/plYYoC/+dfBt/alFf7E0IRcJ6Na0/pP25tX+Xb/7yaE9D416swDljkAsFJ+3JRwCkHrldQYMoml61MAAABgMYBjg+//waDY+x+XCLEzZgJH3i6JhWBHCm3I+2676QkHFK0OS+9uCgze8/8AvngLw95//7H/47kN/8b6tX375V7HkPE/l+TUfCckA7t6yWbwjo+NnvvGhm7788q8Guvr4xiPjZ0KnM3yXrXNlcQ58O7Qy36gjlpUEA2/K+fXlZnHLsEoJnC0IANRUCnACAFf/H1vcsOf3H/zh/qV0VpQBwI09NeLNwGq6X4ufD8utg5Hwsb/8vj6gIovGNPyB093fIZY9sT7gU/2CK+jkSFdLdVFy9XYE3GJI7zVW9TjDXQHbGHf8aVwUOziA41xwbIcBq2b/r/iU8xuCJCcDkXDvjijauwIRc6mYt92dFJJ4fZLGKboHt+gte2cmoShgGX9rx8TDT7Br1HdJJfh6c6WFfwoQnv2bba2s9HSbRtmmReZOQfwmWLdbTHhScU6VEasB4nwq320KgCYng5Ewex2DRmo+tvdJNlsqDjWqAURcejCEB0QYJhZq+DDxxK3XXbcu2qVGwmjtTB8afvPgkbQhVSduV2EiqEp4yRxH7IwgQ1MO2fPRWZmNoV/IvJ3UfxZ1APCuiDoAuOxiRQDwdmp8LzgcMODiKYOxKhjw1tb+XbkvlcL+SRX+Zr+aaoexXf/ZujqZ85dKwXyJzMVpaycbFox0Hulsvvt9V4/+fIQaCT2XBQPIyTTcvkbxec+fPuuT9VVnJheGgAcUn9en+u/79J2sFCCWCGCYCA2k9UlyU9HRkDIwVxpVSVYh/hLNKsSvSer8AmQlG/ID+M1rNwQj4e8+9S8AiCQBCHe07bzzYwD27X8ynkyFO9qglVmGzbbbYt/+J3fefbtzIyRZHL9v/5MAbMfZt//J/jWBZ7/75zd/YTeAwRveD+DAL576+89/lg04d3D0rsefdAoGCMiKTkGuMICb9IuHsu9ZJU0EABwOScFI55Uj5y3Zf1VzT9d8131dPyQBYIvrz+/Z55o3W49fhSEjDGCuoFMLm//sc8FI+Pk9+yqWJhwr9LoOAS5gAE5QAfcb6EA+wgeyMs0jeN12lj7Ox+Km42QlGOBI2i4ABhC3p4hw0uB125FK9AxG0dqJmUmd6t1upvIolcQtmViCteldiCUy8xadK8/aza3GgoL964fLmWDWFlwKIIKbPuEbuSOQ2IUAFrRgyeaZM6lBlbHUBFxbmBmiarv1QnmZ7xu4bjsF7R8cUAUkYHUBMlsII5WgoAx+2DCAPYkXCP3mvZA9aO1UI+F1g1vVSBgzk+lY/Mi+J9zFJFZJAGziY0fxSlj41x+S5MSV6WI/AgQofOZ8MGK1lHhbog4A3hVRBwCXXVQBAO8otk8tYWcEXQSTUOKOARx+FOb4ixIrHqZSBcBm6mf1C6ISWf/Gm1fP5UogtLWDe+odC3v94dAOtTM2NAojO4+mNQroMCCf8XV1Nar+UqG4EJ9jR+POofwBgEbVf/+ue/btfzIdi0fTNCYvzhuqABMSSDJL2bOSmVl+OKmNhZToXGlMJay2QIyZsKR8YK4U8xYjRa+4EYA6vxD3e3zEY6KLkALoKt6BtHl3RkOycyPbPjBXZj/8zxfnb/Ra1tefL8xBkhWf9/a+dWxLMBL+p5deZnNQfF6OFoaee3Hfpz8J4De++t/Pl8q1OAW9Keibh82GxBoEYEBADockaGVminrrKZ1185RaqIgBkhM3fOsr40NjjEwFIRMCqq5/CzIA1+xflN4yus5SOuvaL0wME1dUbpVluHnqjkAPfuehpZJSsR+wIVRw9gw2+UKCxpfZjDL3nr7BqKXp2Ior/Tzcps1M61eGAXZn92qkIwtOcM/17feZ8H+TE5A9xMEkCUY6uaEnH5mJJYSFdip+p1m+YPjyv07oF8g0fMIshPPagCtJJajhSU/FOoZ7k2DLBdop/k4jIPNWU3FHZ2GBwvpamH7/VINO7uofHACgRsLpWDw2NJo+fNiy/G/sLoqDXUIva1C0hiEQcizTA9iJ1g1uVZvLANKxePpsPB07n47FLa+XQxJgLTJYTKuIWAdIJQDcMisRkP7BaOLDo+6zvcRRBwDviqgDgMsuXAHAuy71F8NiFXpRGgUwGNBuuLnB8OV07+97kTCA2ywq5P0AxImxnzPh/wDb2LSsSYnxKA02LZU14IycS7U0MZZL/+DAUDpeSGeviS2w0TrX/83zrBPwlqL/9UiAYYD4zGyzYQwqlAL0B4rP26j67/v0nd//h0cX4nNRo5hAgZxC/JqUlTT2/xuS+lFGjSOwP3ltwXaJDCE4H+tbVMKhAt9ogxCWLUbdAOBogZUpAAMtiLwgFjayEADVWFELRsLPxM9Bku/71B1sC0sE9+5/EivBAGc3sTNy/v7X8g9uaAHIFcUGAKflHID/+NoigO9uaEHV7mM3fOGW8YNj547PwPmuqWDuyRe/2VopWcnc89TVTR/puko07rQNQEXd7Qr2o7oj0MGxc0OjFVbfXaz6q2uFN++8PXj99mN7D2zedZulRUANImDLn062t7D03muQScaHxs4NjdVE+LEMoDD6N1lPugIMIOIzyQmnv6Tbm4/oc2CJJmAyamwr0Jz0L5ju6xvFhX+Ypv4mIIEuOKYAYe17xSuq3iSYZed2dBSvCFSYnxUPUTos0OWtLSD0JJ6KiyVt3dAbbK1VI2GUSpYVemsHPWq8FnY6kAHDzO1VUF8qQcolNRKO7NjKSxBo744NmQQh4wL1OVjUw8LtYpcpSALIR2YlNsz7m4X+HQMT6ZN4e6Oe/b9bog4ALruwAYB3derPw8oIung9gxUFsLryW/r78rhkGMA1XNqEwfwhFD7RaxcKJUlaKixcnxKYISrlGKB/cODBvQ8zDACAqwIAjKnSlrTWGgmP+EqKz7sodArjFqKwwoDfu/1mNbL2+//w6L7rPvDAjx87Ky9OtvqbS5Ql3yJyYMdx/ROSHJ1bBjAW8hAAWtkGDMZCinOjZYBKIMkMLRCjPsBBiL9EWelApyEZ+EREC0y9IAoGIGoY3OTFzHqP/ZYHI+Gh514EsO/Tn3z+gX0PTei/4iMhCXpfAsDtTXNGzq8vN8G6mHpazhFZqZL6A6Cgm3bdBmDf3/1sezEg3hpnLy13u89sWmTeuwoQN//ZfZiZPLbvyZU9NKv5Y7o3HuaOQJWO4FJVYH6j7jMBz/82/9l9ppe/ywBSbbaVL8fo89odjIQ5DNALAnoTX1cYQO2FgtYO876tkDKaElKdfZ5KAMRs/upIMa2TJ0LN0Pz2oHw+BjAQJL9UpKSzAebquOhz39bN3rSUNwIzV7KNxWsTeFQsd7CboLN3uKiJG/Ov0H6hWoM2GwagEHqK6Rm8gtZO/YPcXNYLAgePAEjH4hVOXbWwYx9jsMu4I5MxQ4YEAKjXb2ensyCBCv3CbMdnfX8/olP/UdgU40OCkfByf8lXbwFWD2vUAcBlFwwAXOo+vr+WsFiFXpxSgH4o+xZnKSA1XXFZ6yKGa5swUHu7AOPPtqVS8+JyX3rxuF+DwFlnfvlb0yYGKKSzjLHDD8Tz9S1pzbUUYMoGJDlHSmw7gwE/Hx2LJ1NtgUB8OtmsSTlJay5R215bjLz/qCrx5fmcwBG6IVkeC3mic8tjqpRTSHOJ5hTSrEkMHhxVpWhaGwt5onOlMYEC5IIWALF0YLKSGMtIXoyUG7lEgY0ZVQkkecDwACWGjpkXELbOlWEVN4tvEb1D5+DAwy+9rPi8O+++fejFl5fS2Q9u2HBs7wFbVwRUho+VLEHF4ArFU9u6CumsbqcDQLDAt20xUn89LXPBA0aCTqw7usgArGFm9pWYP6bG190R6NzDj3MWEx9QraogDHOey3hEXTCA7QgONvmKZyHigLZugAQjnb0iL4jBAMthDSqNe8swI1F2FgpME09zPkRnjIRhW282KCuiTsDsTqXvYvmYUDbSQhmy1ZGoMYCYdHweeisAD2sg0DO4xT6ANV9XFLR2ZmIJAJlYfOLhx91ugkWKgNZOFyueqvCy4lOwwACzCQDn/QtFBgq0RsL9G9v58nzs4BEOA+yl2aqwDeWSTiUylvCpq1MTAKO6GOH2QUfGAIx+/xfO4zthAJE9V87m+tACYGnTWedtCEbCb09BoA4A3i1RBwCXXZwbGv35jx94j6X+YgjCgItUChCDgwFeCjB7e611afp7EcJYcWMEU3v2z4Y4PsWUUkXyFMu984X+dF4pUwDDgv0lBR1RTQwQGzry89Exlj2PerMAosVmdm6Wr+9QO1gpQFQFsBV0lnnzyCkEkvS7Gzb9Mj6uNDVCK981EB3e+/gxVc+eN6fLx1Q5qxC/RrISNf6vL88zMLAlrf2qTR/frElb5paPhjz6iQS0wFABBLTwYpsMgMuLLam/g0RkizErDHAEGQ3JW62dAWzFAX2cdbejYe9vXrtBjYS5Gm8+Fn/p2NEvJiReHHDd0fqU/iQFJSCiKepwSPrEls29gwOc6DISktjTlr4HzqZmFbdYMAOxGuwwta4pwzWG2Xd0W+av7grKjv/gDx9ZmpgwQQKgdxKosr7LwjrAdq6+wYG+ez5uxwBmu7Ea0kfrWYhzjN6GqdNSEHj48flYXLCoF7jcFZ0rrTmlwWwRKOCTAAzmt7WgJJjo28YbppMuzEKT22NN3F1I/7AWBwCA9g5GA5FwIAgwhfHpSbR1scfiyZg6mdkWmU2pZiYzsUTmbHzi+Kx9PuaJhClVWe8X7gwVbje7FdRRRrA0+tXZR86uw1D9pX6BqDO67wkbH4mYRzBSfFC09ZBUgrVV5pwx87V3Tt6h/VWv6IkMblW3Rtld0k9thAvpK5W4eVZiE3AFADwuNRKoA4B3S9QBwOUYf/HF6+fPxpdPKisPfXeGhRF0EUsBYjAkMBcHxCV5AkBv+vtWQ/hg2hb+uSKPWMk/QqiF5XVzi+HcEgGKAE8Zh1UAlLFQGAYAcPeAgQFefB5AtOhnpQAbOYeXAgCUCsWF6XmWsrOEnp9azO8Vr/KZ22/+55cOsYXwVOx8Knb+744fA+DXCDQNkgRNY45Am9PlYyFPVs9d8aFk6Zgqs4oBW/vPSVozwxtG9u8sHbASwVnvcrqpATDRAgGY4BiGOjmaprx0wOsGHAMwCyOrvJjfZ2ITDHAYcCQkb50rc44QhB4ILI52Nd7kDTLR4f7RUQBiGwTGEYJDP+B0CuJvBNP8fmj03NAYe1MMhySXFmaW1rwV2pyZpBqzOCCe+tTVTfmstmWq4NjRIjOo5Ca0ouMQM/C5YmTKHCZohWtP0Kv0Hp7PyXpPX7e2ZbWfxY0lJTb/on2D0YCB+uYPDR/fd8ANBjhbhrkjBOfpiHVHfYBgV1BBBkDtGICR/t06BPNj6pluaycVjsLiQ3vuBTDxyNMwOogRXqkwulJQ3pwY5u3V8UCQBHrWcOci1tlg/JGnhZ5llpdDP6/xcthyfUdZxn5FDjaRkQAlJyg/eGUYAGORPnZwNHZ82nIPyyULHpAViJ2P4XgLiSdyZP/is2okHBncCoDrhmMHj+iaFkH9/JFZ3VSgWDX758HemZeCGlQHAO+WqAOAyzE4Cyj7b44f8vdQCDDAMAnlTbIublg4QgSgRn3A4fVRuZWmEG6pf8WPqcsTVJa8xVJHrhhJLTYVy8Y4Y6SxLsW3j6i6r//Y3ieGjAZhnBHEYAAvBdhgQOTkDMv+OQzIKgRG+s6n9O/UjhcLaaYVZlv+2/d+ovqakpmMXgFga/YlujmtT/hXbSZA1Y8m6a4+W9La0ZBH5At9KFk+qkomWjD4QrrwV2cHaQBebDNnxUsETrciXpHg3Q8qCwb03/3n28y3wU1JCmt94Ihbw7JgJPwrZBWfV2lqhOFGOh+LDz334prTujBDaCiGbQIw4Kk/gLNDoxbmDLNKFNaqBWFiVeaMCBK8C7YlfALc+IWPHtv35HzWbe3A0A+4rv3bD16pj9jUwo3f+goDM24aX5fEzr2qUCEFDPrLm3feBuDYY8efnXp9xXm6PwWA3Uw7D1BI4/Tcl1gKAjoMMOS/YuK6UkMAYnuWU/yN0+mSAIEmRMT8Ejz/7nH5hhHUq/Yr4uH47tqw69ZApHPikacneFGlNWxNeRmTR2cW8fyb0WDMUycnAbDuBIH+cODKbs4UOrH3KScMMG+coECwTk3QLZiAlhppug6B9M8IgzetnRwD6Aev0HVYjYTFgkDs+WPpWEI3S63BRcoFBsiKKclw8ZM1z68jgZlJfvazB4+kx2cBcPJPjdm/GBe3IFDP/t9FUQcAl2OIOuDpsVPv4VIAREbQJSoF2MLJEQKQmgaowBHiP8yCAYgzmQDX6vGwrXa5fXgJInOL6+byHs2hDLBW+W0YwB8O3ffpO8f2Pjk09QaAgaKfCl0C2Mgxgb7PYcCdA9F9+w8AYLn7sZCH+Vo6KwMspyeSRCTSGWplzb9YanvnQBTA8N7Hj6syJAnA5jldKcgBhvmnJAFkizEA3L1UkgEwvtCWuWUGCYgwczYgOrfM1QUABtLaWMgDwIoW9Lxf2Kuk+w5ZCwJMMADBjIgBA0t9QHLnDjEY8KacTwVbbg60A2DFgWAkvG//k/0dIQCDN7yfO9i8dOzoP3z+s5/+mx81qH7Wo+Ds0CiA/UePuVgYVcgpj3gXthZbrDQS246TI12BbYJDKIy33Y17dh7be2D+8GHXI2O1C/ZuA3RHoBMz+1987sKARPVTBCPhvo1twUhYNx2qPs8qPBPb8cUk2zy7eYt0JNBcBjAfix9/7ASAFRhBgqkl4U8Zn2IbnCOiBw5gynPFdrOi9oB1+a1ksAMh+3dbtvjgnnszscTEI0+xTJ2Ri9gZOQbQ2fy8DmA8Sy2UJD5h8/IDkU4mJ2CVgUwsfuIvHwKqynwh5PpCyzDhelmho4PonQQMDYDt8h0dwcRniQkhoCOBK3vQ2mmR7VZN4m3TJrKH1164VIBYmxML15UAQMrL7NRsDlAU5Z9e0IZOAURaifxTPS4KEqgDgHdR1AHA5Rg2I6CldPa9zQgCtwrlGOASlQKcwZRzNuL+jODEx5/iwmL31B/u6b4jJEp75wsd2eKaxWJZYAFQUNMx3XE4mooD2LLr9mAkPLb3ySFCAQyk9W8HoxSgF8k5DDiqSswDVPF57xyIfvt/PQXAX6IQsn+xMsB5Ppvmll9qUwCoiudDPnX94NZ/fukQLw6wSMXO8wdvDh2xwQAex1R5c7rM2be2EAXHlRj2DAywxyJaMHlBbuIBziaqdFhbfYAfn/uKOvUDROg9HDQMhdhq38MvvXzPB99PgX966eV7Pvh+lmqcHRolBp/H1a1IzS6uK3r58bmvkbmFgQHrzRkJya18RyvP5CYGAGJxV45NLYwa03GowgAAfZvaf1nMbS8GDB2texZuIuDVIw1mOjQfix/bd6DSmGr2MgKxG7DlssRFxWtEMEhQXu7dYdQEcvLxvU+5tMWF3b3efIFsnB/jdO5OoBajJAFpOJxATaNPXMDCP5McuH0GUwmquyMYCTc/hWs5VIABFAhEOnsHoxwGjD/8REYXVOgHuXVWeUoV6tiV2i9Y9cRGLYIaJxLEAPqOk1Qc7KhX8GfVSLifa3Zj8dG9T+jfRZWSeOOQBITyl7Wtx020wO19QAF7t4fkhH72W67/q7/8CoCzQ6Pf/5NPuNzSVQb7zpmhExdGDaoDgHdR1AHA5RiurQAuG0aQ9+Irg1cVXDxgQwUUmJmAorit+tcUiqZFUoW+9KKiOX7PAACHVQprJ1oK88eetnaMeBd2/e4n/8dX77vlqk8COKLq+SuHAdE0pQIG4L3D8l5ZUqT//Y8+k46d37tfz6gsGCDk2Ty3LLJ6dA2AMcFNae24KgG4Se38VTHz8auvfnb6PABoZaYfYMN4+96dd37s+z99jA0AcHO4582hI2zMsZCXbbcYDRmIhdGH2AAucmAxFvKIGzkMIOYAxVkfYFoCVzMi4tqFwCwgEIYHRHKR018ILHE3FAVi2BJ6Coyq0E8HDAiJ/qgj9XfuDoGnxLeIsuC+wWi/IQKGK4HHuWBvTfH/b/b+PL6N6z4Xxp+DjSAJAgOKJCCRlCBbdmxZIqnVSxbBTiwpSeslcdKkiSPZbm7apkmaNvft7/a+n4r63bd529v2xk7amybNIsVN2tssXtLElp3YUJzYjilKJLV4oyRIJCVCXACCOwjgvH+cmTNnVoAUtc/zSSxg5syZwWDh85zv8/1+y3H1sDGf//yDY8nBw3v2ERsWLuRWsgEmQTFrGRCKRZfHW0PVhYWFAjQL8Jq9BLCoDKOSyP5QLNq8pRVAaFXT2BgFcGTPc5oDtYSeqLuISel9wNjGgXBLkjZdWDbDgPAuv5oXwruAWSz8Azj2lcdZgq92jLZcmvJiKb9yxa9PRauSdXlNCtVJFYxFmuMtwViUJQ33/fpoNjloEtkQwiA83UGtKwrodQgn+kaJAq0MUOv/EO7VEZWDtHEj6yvMuokpveHUdgHsGgzpCuZa0WSAlT3M7b1zhMTi6x588dG/WrvSZMxCsbCAgCMAriA4AuAahakGuBZCAbIMqPJdSg1gDtOl5NJfT+px+Wbz141ON4/NuAxfZ80yv5IHzDUABQ76srSqZkNGzhLmXqBfte+BwkTFUAAAnQxglLpldO5Y1M9d/s/+9Lk3jp8BIFvq81TNDaj1rhmdOyK5Acp5vwyXmycBB4pkzegcADaAFRSCy50t5mv9/tGZmYgU/NBtm37y2sFHPvrBv/3WvwGI1oUHh9PRhjpmpmdqIZ8rfHjz+h+/dnBuJjeSzQK4fVgmuDy9mLNz7gtiVVBbM8WX69w8/7h1dI6IbiKz9sbQ3qjuWg9/+bwFAbQNywCN+0huTCaBD+BUvkt5O1h2sqYDWq0HxYJpCSNlsFDV1IL6rxstiJ9CXa5wy87tAPb84IfGAqCApeMIKKdyv8bVs360KMWia3Zu6+NFe+bpKaJWAwyTsNJDYx2dp/crDX3LkwHEepeJqwfaNlXC3tDGjc3xFqGNQM9YclB3M01ySTVZyMrSO2/FUNdItCvW6mzM+SNXAtUqJl4J1CwnuCne0hRv7X/i+QHtwr9wEcIVKQv8yuyUXznPjqWiHcjsnlP1JqgXGYxFZSXAYgKJHtmDBH2yBBU1gNlsqtVHnzBgspfI3cTk+cSuwJSv6INyGQAgkxzs3vMsvzAVup5oOtg3EzDkld05QgASi7ctugDgmJcScATAFQRHAFyjMBUADLOZieF9wxfzYi4+TtRWnQhXXdjM4IsF6kLdRO760SlpWmNTMX6xKSgs0gA6JVYaSN5wLBb4zM4HmAZg68oWoQACUEaU+YTHon7WESzx0sttzSv3PLlPY98H1ihPdRpgwuMCcNtw/oisEFwTHlcgX5zwuAJFIlJkuNysgpCoFtaOzr2+rJqlH8Dl8vg8cLkzM1P1wZqh7PjShiU77tu+9+nnd9xzN1cLZ8+N1EvSXQ3LADzV1c1m5rVEGe4YLpxyT2dCQTGTuLvWyyQBK0bUKluMCLszUO4S70fGwYWB/FQxF3GmoutIYHgHQYCuWk+bdlqLakUw1wmKGOB8zagHlNVHDV9nAqBnzz7LnsGwlAFCrzFLwkeGBzqX1Ww4M84G/D+7hiorkHyh62u/uFuZ3FYGWOf+AkL5SAZhDA8FjCUHy5cBer2uP7Wwv+TtAlDXFIpF9UpAybUwWRtgFn9laV+vENweohcbzHbvlZ/KeUfaLgTWlUBvU0r9yOzfopgBUXzqSpkB8/UI462ztHJxI40SCgCA9GCwuQ5A8wPvV5RAqj/RPcaCEmZcuUwZIKT/CiwfOr+Q+HJUGSBu1MmAU0/syxzv07wuQ8KG/l4ZC0iIUqGuCcCq3hPNqAEoAVlA7u98UY41yGH/VxYcAXCNwkYAMJzufsP9hv/iXMwlwWUcCpgHKNA8NnP96FQwn5+Fy7hXg3SKghrZPwNrUMUbBRyLBfxS4MXPPvLwp/+aCmvP2lBAESAUVHQEQbHcvEdqWBlfF44t3fvks/mZ3LoZD7P1G2SAuqC+JlN8VbAJiWJAWHGn4oBX6zy3DeePsMKjcvl/tcAoAPmBohZcLheAj69es+900utzA2Ahi71PPz94bpjFEOoC1R++bVM6OXgycajH2K5Y6VWsbrFub8zA4ga6YqNizzJde2OduQgG95HmQG2ns9/UqR+Ddw1rLkOrB4hpKIBfsAyB1767fWfPnn1jyUHVnGBK9M0KgOo3aukym5BXO/2jT/zw+mWoqURVBYpF5As4PYTd//QR02PZgRDLlZZRBdI4QJQBJokBhhxfq/xp5SgDaS9PBrArUZVAR2ff/u5sctDEEaSezqAQhgeIaURCR/HFS5IjA3pmf6uO+puNUWHh7NfFGszTZnQygOXsmuRFUNUkOdwfjEVR1yjkCaQAHOO1g6DecI3JXltZyKgBIMoAJaWYgnInj/jSYCEDUNckxaIrWpdK61pZIf9T+7syybNQ4gk60z93HKmNPoScb30Ywe1dNTLZjBqyoMo/5wObgIAjAK4sOALg2sKdd965a9eueDxuIwBOJZPJU8nYilhUqltWHOx5/mp3BNVWJareCVw5oQAXW51Cc3p61ehUMJ+fMVB/DvHrfdw9+Zk3p55fVWe6lz09KFGmASgQikW7JHANANAu3QK2hSOI7eUyAMDK+Lqnu7qZlZ91A3i6q9uK0x+RXCwswNb+WbMwPjKQL1qqBcmtSzwQZ2a1RNdmiofNWhFvCS5hT6XY0nAs+mOldwHbuPfJZ+9ta2WP1/6ie2//GaLNHjaVAUbrvzhgUrD+w6xNgUjlmblIV64UuibHtfLd4BvVtgYWoQAj9WfQUTSWHAK2/M+2lEn05eKeWRPiqyk5mkVAYgz+d7f9cP0qLAki4IffBwD5Iian0XMSX/++VgMAqGvUpbabzq8DnZcM0PbHVeu3mB2uvTaTYj76XZoD9QpBVQJDA9nkYN/+bl6AlUBTdZT7XtQaQUYpYrbAr/bcZVAiA43xtcFYNBiLZJOp7KEe+4V/08ltiIW5AGBH8QJBymwqX4eZjUpIfmC1g3iLsWwy1f+jn2d19fJZBoLmvZD1BgV3TCnBASGlmAq+fzFzV3mxYqxAeDluDwlHeGtwXsi/Z++z6qk5hBJDBESWFvpYgXor7hpxMRVxkQUAh1EJOALgyoIjAK4t7N69G8CuXbtMBQCn/itisZub5Y3ZU4Ov/fBqTg6GLAOqE1V3XOoLKQE3pStHp29IT7IFIg+ocdWfwepbfdw9ma6pYjkAZh4hQOkOtj4jD3j7plqP3/fiZx956NN/baoBqFnLMPaUaQBuAXo9WplFMVIbHs5mow11AFbUhY6fHgQwlyvMjGbMOL289s/sQGsyxSMCrRfVAoA1ynmNtUShlhOVC4P2aC/VCN4CGYAUW/rCYB+EVAQ2Jj81DaB9wre3/wx4UkGeTnqIey7nJ172tDVTFBsV27Qp6Bb6GzD30YpCZbe2FRopFqjLPam0KRCbmplXK3K5zVxAeb11RADfzioC7fno/S+squ/Z8yxzWZgX34R5TEDeDnPWSwxc/OP3/jAWRagKgUpFABQwm8fZEfzNNz+iObhURVGbMj42jiDoTEG/PsqSdHUzE+OxppVAtcV8tCc1iiIT+wpJp0LNS5q3tMp2l0k3gL4nnpezYMWapLoewGJqLINckMcAYeW+Md7SdMsSAP1HR5BOzXfh3+SXhxNuY0qDISfE6odLIwPMUyPUz5i+imjHQQDHWAcG3gVFk57h0Vy/fN8ozyVQdokr/YpI0EQDDDLA8LlaEW8TC/mf3t+VmXADYoL4gNLtG0RIPuanZLGCeMbHNl4q9s/BZEBv8oBfCjgC4MqCIwCuLVgJAFPqz8GSg6/uUACAE7VVTyyJA8DQAOrN+MTFhIsweuaZy984PF2dy+ddJDyd9xQtCasRZt9tSuV+wNDJAKr996Ck1pxZEW9LZAYBxLrk0pw6GaA81a9/s1L93FLP8noZO2dNADw+z+/F3/mT1w4OZ7NszF/8wceZU+j/JH4zkxlnjB8AW/vnMoANNuH9dqVCAZDDksukOhDrG8C7AWg1jEjWGQWf8iDocn9y+50/frXjkY/d87ff+rdoQ93gueFoQ929LWsAPPPT51IFuVFxS6b4ipBUcPtwgbcp4DeN3zFTc5FZmwJ9KgLvWQYeChA8RVA4hNEFZAoiZADv+uQHX1hVfyrRdTrRfciK+nPYpgIfXFZjbC52wjd7Xa6CDQDwu594eXkDQtWoqUSFD6DI5TE7h3MZ/NPjH1mzc9sRpY+v4PwRG2mZkHVAT8WouIvDKANuqWPLt6ePDo0lU7whA3RVgMBJpJLNYVO8xUoGaFemCUDdXgJN8IHVDmKtsiBkweqyMgiEf4f7TUSIcNLGeAvCkaZ4Cz/1QKKnP9GjHEgXvvBvcBwRpYSRrqqmafatDjL9He6nYsRDhOGeMwEghwWGBrL9IwhHju55TvUjlWg2TPlsZjJAvVIqGI0ghwiIWW6xzOSl2NIVt9RRpa9wpn/4VPdZ8dNl/8lU3P+Xnv2LqNpS9//7x45LfRUO5gFHAFxbSCQSu3fvfvHFF6GkAdhTfxHXggzgoYDmt9/uu+GGi3Ze6iLN6enBoL8ylyfAtNe1anhq+dgMAYrE+k+i/ZyW2ykUDcAd/zAIAAAsFMBlAAsF7Lhv+/7270KrAXgagJHyUuCO4QIFZQ3CRI8+8/YwZr8mUwzHlgLowJTX7/vQbZvY071PPsuKfjJVwP77dFc3DLx/TUauYMPoPis8elimznJjMkZ5e7T+HJbIK7Yp4BVLtUkFbhQLazPFw7XeltE5Hac/FvXD5a4MVg5lx5dGG9jMg+eG64LBoUxG8lXcmJQVjhh5KBmFANAjGI04bFIRmIwx7XAMgwuoTVv2h+OQ0gqAs/8new4DWD9atPFvcBhLgopBAz6D3rsPjAQy9697vrkeoSrUVKHCC0AWAKk0fv32HzdvaR2bdB/Zs6+z1r3BNAQBQ26rvKs8GWDdOAzA2KT78J590K1haw7U3p5yfP/QRAk0aawmhYPk9f7gxg3N8RYALCwAZn8fGujf351l9bb4xWhZOAEa4y0YHqhZEeFCAsBAoof/l90Zwl0x4Nv4HFSeWdU8KuQnBm2gxiV0LcCgf3dK/+CVnVDBEQyh6V23oL6RZwuwvGFhthIywCL910QGABTpc0zO8WV7tpeohxMChAJ5ACu2tIU2bQCQSQ4e3vOsOqNRBqRTdyztqziygk11Pm2/FhGhWHQilAnFok4E4MqCIwCuORAiv+lf/OTKMqm/iGvBEdTZKAlZARcgFEARms2zhDJfoVh0kRXp6cbJmSG/T5rJ59wuN6Wu4iJ8MU2nEGtXm8kA4e8ZAKEmPQWkWOSAf47JgB2Nyx769F93S4Rn31YXXTOFGb/bzyi1bqGdeXIA8AzdNcJS/RHJrX3q4pIAQDgWDceWsoqfbAsr8bnjvu28X9jeJ/eJ+b66wqNrR+cOK4nCRvuN5kA168A8kzigqoWiMrMaSQDkpXqPzw3gE9vvhKJYWEZBJnn2x692zM3kjJJA16YAWm3QU+tl4sqGgnfXetuMWQGaGqNK0EbZZdpbgC/8A/jG956YyUxArgdqGTRgOFjrCk9Mr2Qr+nyjYPHXwIyUX7/6h7GIPgIwk8PZUez/1UdDgfyaHdvGkoNHmEG/XMfR+coAAMvX1IdWREKbNowlB/sS3ebrteW5eqwulQh80T6Wwm3oAEJaxwuGBgCgvtHc9A8AyCZT4wcOoq4xm0zJFf110Kbz6n9JWEtaudQPu2yq22sXN9BAedFaKaVOxwIj87SW6W+7kIYRjEWbHviAmDR8VOzAYNEuwCADqJama2WANnOXirrQ4mrlPIEHPhhS3EE9rIQoNJ/MVZlZtvZ/+bB/d6ufXbPD/q84OALgmsOdd94Zj8fb29v/9BPzo/4c10Io4ERt1RNL7gQWSQN4XSRXWDqeq5vKFQmpm8pV5wuTHnd1Pl+Eq1jOitf8YT2n5juvFP8hylEmi3mCBqAAjkQr/FLgkY/ds/fp5yMe95u9AygWJhSzOzvQJBnA5V47mhMn1zX3takOpKmXD7xbkrlFB6Yyudn6YM3wxGS0oW5FuBpuz6lzo/mZHFzu8TNDazMF3n2MlQplgQhhZpdZonBBVgtaMcDYv+6C1ae13rXapXpxQDi29OWZjMfv+734O9lT3tQMxUI+VwBwV8OyHxzp4dqpx3AHuHGI6YTW0bluQS2IpYcIiDErQA0ICC6gLuXNZav+sZxvRbxtRbwNgLDwLxuoYJvBacwN0BarKau+fuS6H/q9qK2RcwAoxVwBkzM4eRYjpz8KoHuZvypA7r/j3X0/+vmYUh5HvwptQrsVsmpT9F3sLmy4YLYrFCgs39LK1mu1SoAsYFmaEX1qskLMb10/uG1GPApqCSBo35RQLILhgZpYVFxoJwrZHU+mANB0isAiJaAkfbcs9aOEBewPN7wOdQJoZACFIX96YTLAIo82uHFDk1A+qC/RnU2mjF4yajhQbB5sKgOoTtFpTV/svVZt/VrrVygWDW3cwGpu6mWA27NqZHI5aujlYf5xt/orpACvCuoIgCsOjgC4FsGCAPu+YVkIqBzMZiZe+tbV3C5AsQO9E0C5FJ3IzXB8c4WbhyZrp+ZAQdgvPoGnMA/7/vnD5oqpYacoA4xBAAbeFIw97ZKIp6ryE1u38IS2Q3ueEcqDAgYZwCZnFNySRivr9CxiwJfkbxtWieyrdR5Tau6p8qNY/MBNN/3HW68DIC4XgL/4g48DSCfP/uTVjsHRseo8FZf5dZxe7FXMxAAPAohXaHXxHDZjRGkh+fwoFjxVlaxfgVyQ9MlnWTsz5iD68Ob16eTgvuTxmcyEzrY06SEA7lD6mnULKciBoktXIIg/1dEu9pFljJ/9FybUXx1uKgBM04L1I61lQKcvuyEXguKLaLzhPyhAiyAEhSJcBEWK1ImPAjhQ69o4Wgwp3aD6Et19P/oZYMn/qPUuq4vh9Shl9qa03FJIcx6sPo+JDCAAFXm56UnFEpDgXL90oEDXABjyNbLKlWLSMPsnfc7EfiPvEji6ISXAcrkdAh23yiSGULrHGmbEX/tQaBmm7pxPLKU0hNnE8kHZZOooryJqLQPYB8PkJQiXIX6KlLeYqEWEhBwPo0igdY1SLLoi3iYGBEg6deeIC5fH2j9f+OdwBMAVB0cAXIvYvXt3e3v7iy++OPvm7vOc6lx37zUeCqAuUpkrFAgI8I6hyeXjMxTIE3JBVvXniZIWIHHYQYlSYMN8NADbK8WinVXFD2/ewJTAsz99LpM8GxlRWSlgvpCvOvWtl9u5WchY8ZPtskgqoGwV/z1SwzNTI26PCwBxuaINdaIf5h6lsuf/SfxmJjsFgF2MKekv+ZTbhNR52GuU3GIggiFgkXXARMv7q5a8hqnfi7/zJ6926JIK5GzjuvCO+7YzNxGAD9+2ibU63r48BuDJrm6ibTcGYEW4OlUobotdD0CKLQXwVM9hdh8Ub9IgW8xm1B969k80/wgwOv5Nh4GZ/icyuqqdnbUugGzUioe62H8UFAcWAUYP3gHgwLKajWfGOclbs3OrrAES3aWXgRXabRIosEkdBgBQsbGudlcoFm1+4AOMCfUluk4zD731ej8VylbaXKrFLgKogkSeMp0iwgK5wv5TCEf5bOp4q+V5nigM0x5hwrHA+0e8z0hT+jHzs/1opy3MUX2gRvtId6kM5dxAMYBQKjJDFTOVqgT+/juAHdE3lwHaIIaZDKb8rTQca5IgHopFV8RbQyGyc836l3bvPZ3omlmTNHktFwtG6s/gCIArDo4AuEaRSCTuvPPO9vb2Xbt2nX8o4Op2BGlCAR4CgBaKKzIzoek8Aa3IFxumc3N2zohLBqvvtpUGgKEdmOk8ogzoUnwm3RLx+H0fvOlmKbZUikWZv+WFzz788X/51zd6B8R1ax4QeFmTR6sut4vMWBcBYH3BWASAs21+yJpM4YhAphmELsJFgDL7UDgWfXGwH8CHbtsEZsh5+vkd99wNASxoMDeTuyE5xrZYBStMu49ZZBLbJxXoBYaaxMx6GwPv9EsAfospAB+Ls/AUfvxqh6eqUnf9LH8agLidvS/McfTehmUA9iWP52dyawdldxbPAYAZiNXnXCBeVt8EY8ovQDp9YxtyoXK+PMd9s9fnKnT8rzne2hxvZcVwxpKDtl4jPbc2W7XVLP0DdoVENTJg44bmeGsoFkU6NZZMbe4c+k7Xb9WRgt9DyB4uxfXFMwoFRhX3P7P4E4QjRGWNhKgV9OUSQGq2QNnr9/rLE6n/qlrNAGjrnM4X3E3E+DT33wuvl5b3bup3waIAaxmyQV87KJnq29+dnVCrGshXXpgzusWo0pxB/QzNp0CtuQxwewHsXLv+3bt2rIi3/dXalSYTXixYsX84AuAKhCMArmnceeedrCLQeWoAXAPJwSdrq0azrVvfHn4hOJ1vaKopmHTevawwLwuQWVaA3WxMA3A3OdsrNrgNxaK/xaS3qtLj93ECmkmeffXwYQBvnEyBO9rlMv9Et/avygDJrYsACJy+IF+G0CZswuMCaxJc771taE5uKJYvAjDrGKA+ZTnHr+SyjGrrzPq8i9me5395c+OyAyf6TDm97lIXnFTA5JBpUoGxjCkEZtld60Wx0CpvNKHWxs4ABIS/obw1mCkp5xMerHXRYmFDRhglsxZi2iLXol2XiYPFFAdqXeGJ6et5brHA2EQ7UH+iWzbw2LBG4XSm9m7hALvUYX796jO3d3m8NbiuJRSLPtzY9Jvde7kMIEL8QV2kN1rbVeIrLBIL1FxtmyAT/aiuHpFw84WIjbjAz3vKlrN+rzvQCDbAiv3bLMAbz8j8WtBU5de3Bzae3Tgz33V+CdkAgrEITaea33WLGhP42RF28RTy26R+hNSSqYSCErlrGCAXLW3Ui0uhj5udmwhy09/lqAHwiRe/8u3P3W9y8RceNtQfDvu/MuEIAAcyzl8DXPWhAAIs7b0ewOsYPb3q4hUJXTAWrAFgJgMoWx4W6saYZgyLMoANYNag32KKrVhLSm0fhr1PPw8gP5NrrPTC7UmeG53JTMgkWIgAyD0Ear1rRud4dzDeZJeTfjYA+jwBdT3bVAOILYfZ4XwMK0/02wYfAOIiLhf5zNa7uvtOxt99Bzfr8yzeJfn8kdGMrW4p6vxF9uYiDmNSgbFTAesJwG4I5EwM0iO0CeOdAThr7Kr1oFhoy5jQfSsBwO3+nRIlQvr4+3qH/mV1EMB12hJAKvQ0WkgptjVwH/CNbcyFTC5PmLA53soq4fTLjqABMOuO8VtgWF/npJxalg/S1fUXpzQp+a928AVe/pMvq3OJFh2IvYGJWb9hKm/XWfm1FYf0GR2GBsCCKci6B/B8Kv3r95YTUjDW5DFPI+bEXfvDYhOHgcWHp2TtIOMhutmE6w8G8hRo3tIajEXg8WTHqBxxUsZbpJpQMUwE5QPJLo8q3ZqNYQToZIDb+94RF9t449/dJHcRvriwZ/9wBMCVCUcAONBgUWTAVZwcTAACEu29DsA+acb8D9Jlg/MRAAwn3JMrC1VQ2kIBMrlkGoACAOUFJdsyVKcBWJNaPgBAa0aubxqORQH8Jjfu8fs+9p7blI1K7X+A21f2PvnsPW2tP3m1A8Cd0aane47IsylL/kwM6LoI3yo3CS7wLgHsAcOaTPG3WmoeHBvPhmpMQgpCp4IDEjZmwEMKkz5PyOP1+Dxwub0+N5Q+wYPDafmWFov1ktQ2RV7KDjPSLzYrgKbkkb6VAWCdVFDrY8ETnvIL3l3Y0HWY4Z3DPC2bQGvfahvNs5YOXNcxFxC7FbpAkGIQUm08ByUqjU8TtxvAylxFaTPP8EDnspoNuaBJPnF55nir3OKgEgpQ2mPpHUHU7Ch1SzoFgJoXnFE0gsYspNZxMZUBknI9GBpgdUvlK9cXpRkAqPk6uvYiiXEXQIxlhdQDmwjKYPD26/clywEZ+bRNPAFmzQ0EUN2/4hNtg17zybXE3TT9Q6M5Yf15014nEyfBWLT5gfdDab8geM+sZADVh4kAfRsEexmQTjH2D2D6Ulj/S1J/BkcAXIlwBIADPc5fA+BqdwS5gOgVEgqYlwYwHX/CPcmWJ1fmfHyA1gJUYJu7FHJJge5az4SryJ08rRnKTsdYabVSjL9FsbhQ4HCth1UH4uX/WehA6AZg4tTf+/TzZwfP1UvSUCbzma13pZNnjycOAvhtnbe6SFAsMJLN+wwckdxwuSddFMCtw/LZ2UYUC0QIKTDSz2MOYpTAyoAEJYt3e9WSLn/+Q7dterqrm0cJuIxZ8caQcl6zWARreGwIFzABwHxEky6qa2UgVw5lvYGFAkGnfHMrcl6l67CSFmxwAXENwCj+utECUTrBMQ3AFKBJLX8t7AXA3b3D31hdo4QIzAoKlWqgS6CviQloHNXBWLRZyeN85Qt/Z3RZUFbDvpDXUC6FNd7dO/y8NCPsEpNTles1DxRoFAJ/aUEeDRgayCYH+/Z3j00YYqR8vd/aL05MMkr1Biqi3QWA2LLtctfvy9lbZkqAjd4wLQdkfFKSuFv5u4yFkmxmM7szokFf14iNZ6IrhqUmi9CT8RNF5X/MWv+u6j1Rv2ak8kgMlzf7hyMArkw4AsCBORxHkD2ulFCA7dfb5MtvtsU8VnBI0ljG5WiARADA5TaWn2/JFLvlJrVzp3xzmaoKNtK0OhA/lmfBim3CVLO+v2Lr8hXh2NIfv9rx4ds2ffMXCQDRujDn3ADmZnIAPnzbpnTy7KuHe+pH8kdqfWtGc0ck96THVZ0vTnpc1WacXhclUEIKxSOSix0yqS8nWmR7dbGI24bzb0T9Hn+F1+8D8MjH7uFJBSy4wZIKjp7qc88RIbJhntOsJBUUD5t1WgDQMjqn5gMo7YEJiNwEQJABIptk5v5DEsS+YGzAQQlwuderuQF2JN9mX2etKzwxLRiErHuKDfcfWFZT0vajP61AsIKxSHNrNBiL7PqThz99/2fHkqlsclAm+kZ/uUljWmVBl8Gsw6uwy8DMzRIbWL6yLAOOjmj6iCnXYyUDzF64iYGKaI+A7duhS8AtvX5vPNAIU+e9eCAsUwKoSripZrtV7oFxEuHazMk3dHfJZK86iYU20OTpCnEn8IDAgQPyB0JoHkz0B2qqHmlDHArcnlUjkytQA2DqorP/8qk/gyMArkQ4AsCBJZxQQEnwUMAVqgHKDAKUHMZyA8TyoMZ5ums9LUJKKxMDzLbOFq3XZuSWaLoaPmtH56hskqGiYFjDttfKSYqTLlpdJGtGc0dqfe8OLnllJuOtqkKx4PH72ACv37fjvu1/+61/45P/l/fFAaSTZ7v7Th4dm+AygE016aLV+SLzDq3JFH5b5wVgFAw8SvBb6zRlnnjAsCZTZEkFS6oqM7nZeklCsXD98uipc6OApjVY7ezM0bEJXaKw3CdBCAuInRYYWJswCBoAAJcBLCugbTQvurNMWgIXCzoLkB1rZ7vNNprV/7Gc7UCtC8BGw2ATA4xcF19PvgFQt5eEI6y++z/894d3P/rNbDJ19F9/iXBU/8G0TRrWaID0IKu6w88Cca/xUrX+E4bmeGsoFglWF7LJwSM/O2p2Ur3C0aX5KnsJDPeEiAemzwEgZSbg8qu1LwZajjYop7mYyK1ZQq2ecFNlNnkdoaxaQOkUwhGzRA7teNjKANOuYTYaAHKCb0inBFiXOugNSGbTUu20ap73e0fcbPPFFAChWHRuRZ639yoTjgC4EuEIAAd2WBQNcNWHAtTMYKnq8pQB9l/yhckAOQ6gOEaU2qDqoV3axFM+Q7dC2UU98Eqdm89uVl3HpMjPYWUeBnVRX3bIqLm/k25UFzDugdvlCXq807NTwZpgZnYaxFUnSV6fWy6xz0IHdeEd923/1n/87MOb13/nmecAuGYtowSyWsgXJz0uALcOz/HwAmRvDwWIkFLsAsAH9/nyzTnvUcVfNOkhIY8XxYKnqoq3Btv75LNMt9BiEUA+lw/kTd4vUQP0KO2BdR3Z4HIT+U6qg9+lpAcYXUCy0UubCWAfAYBBA1izfxgFwAHfGALhEuyfQ6a8pXs/NcVbgrFosDqfTab6jg5nkynzNFNDTUZWQof7OvSL/aIMMNMAVKzCKUAmi9WFbDJ1hBWWMbw0fj3mOQ8wYbHaGkEE4QiB2fI2bEv6QG+gl/eWaQqab0qAsEyuboQmLEPLcf+7vbQUcRd3lfnJMZ1NY1XSVv1nq+aqEujoPLJ3n+5KzLxJFHqFMPDejBwrm1pzstzrPG/Md+GfwWH/VygcAeCgNBwZYI8rwg403zgAO4SVfKFyPqhmGYunBXMXEKzLg054SKDoahmd4y4gfkmMrTIx0FPrXTua0zUDVsSATLvZwj9bbq8uqhRIjQAohv5bMoWjtT4UC4xwM2FQRNEFF6fs7CloMeT1saO8VVWZmSk2J3G5/uIPPs4SD1jNnyWB6uHseJ0kjY0Mu+b0UYIjFqm9uqdiSIGDXZKYePCq0Brs46tveXGwX7QPpZNnf3v48BvHzwAQG40R4HalN3CPtgsbj7ewrAwo7w54WrBERFuX+J6WrwH4PlvqbzGVdQst8wPtHeECKGvzdEtdMBZBfaOaKKye2rripEYDQJQB7+sd+oU0q44U0pTVQRZkNBSLNt9SF4xFmCwxNQVpFvVVmJdPVTOAjdnSZS7w22TuzutAISWAmh3FfkrIcD/V3xZl7Z+zf+OcZvkhhnmEQ8x2ESuhUrJrmEYGKFenyAAeqdAEBDo6+/Z3jyUHbevPNoq/wqt6T8QQBDB5sdj/wqg/gyMArlA4AsBBWVgUDYCr2hG00Mxgk2yxC4EFBAE6lYKPUKuCEoBy6r9+tKA7jAJdEniCqSwAhIRguUyN5GpVUgIghAIoqNj6irXuEov8FAlAiy64GPVnubyqDDCszQMooOimqC5g0uuuLoBrAK4EAEx6XEUUQVxs8s3Dc0cl9y2ZwlHJPelxhXwV2fxc0OMdL+YbpOBwdrwuWPMHH7uHCQO2Nl8XrAHQNuN+KXMOpqS/1rdmNGflI9JdthjoUCufAmsyRZb/0IEpr9/3yMfuSbz0MoDu3lOByuoP3bbpZOJQOnn2sOTWFQjiZ2ExATEnmAjZ2wDEVflDtW6WDQxtQjAfY9INQNmOMjKGYaUltEzLkv1bjLdHMBYJBvLBFdHgpvVGGWAaCoBSBMbyLEIogEAo91nGRaoyYNJ9ZM9z0NWrMamAKfj7TYsjMeeM8RqsMnd1lXNMocmd0Bh4APPmYo3xFqRTNbHIn/3OB7810AcAQwMA5H7q/IziRiCbTCGdQj6fPZXqP2KoJmcacmH5A7qNxqNsbFrQOn9YoViUqDpqkrJspiF5tAdANjl4ZO8+VQaIvSCUA2k6tWpkkrH/qTUnLw4/Ox/2D0cAXLFwBICDcrFYGuDaCAWQfdK0UL+PUO0wHQwm0Qv1rTSd9+7eYWg1wDdW1wC4LlehG3/CPQW54KPPdEKdkOB9gvnYrlrvpOI/EasAQQ4FUNb66nCtl1fAnOCOfIH0KzMQrgEmSaGautmAAopuuEBIgVAUCgRwEXeByqQ8SD3jbgpadFEUibyLAC7IMQEAqkKwpukhjydbLBIX+aPt7/3xqx1eJdmAZfc2uAnc3pmRdOB4WlzsF21ComHJmHiwVkkmtuli5vH7bveHmR4Yyo4vjTYMnhuGkt6w98l9EDqFWeUDQCsD5IRgoRjougx4USAA6zM4WOsmSjcAAKIGKJ/9wz6YMNxvXvPHKg9hnvXgg4F805bW4Kb1ALLJwaN7nmPbKcxTjS2SOFV0+sY25kJWth/lIs0FhigDuCYRYgh69z8MuQFE0zLMECKwd/6UzNw1iwxQJSxAwpHGNUtqVkTYzRQPzI4hm0zp7sB434hmzuH+GsY+65YFQwThCGvBK++tb8wmU8e+8jiAbSOefdK0OpXbC4DqlInq1BJScM2iB5paQCZRhdLNB4Swg5q0IOSNCFKnkA/FonInASA76T7ylcfVfGVB2FC3530jbIWFTl546/95Un8GRwBcoXAEgIP5YRFlwNXaLsAFV7T3OgLsk6bnYTM1QPkjtsjfUHG6rb3Dutn/eXUA2l5O9skAVgJAS/3VLQBaR+e6JVdLpqjtYEXAqt0rYQG/VDM6NRmRgh+6bdOPXzvo9fsYtQUQbag7PXDW51VYNXHlcrPFQgGAy+2mIKCUFhhfJ3IiASCzzWIRhMjhBUrFx8TloiCgsnFfLgwKuIi7Ol+c9LqLtFCTVx38bFLR53NEcrOc4w/edPML584OZzKMkbO8Al7zp5gvsLwC8GgAI/1ClIChukhIscCJoKgBRJsQA8ud8FT5PT4Piw+w7d/+96cBrHxjGLYygJ2CuYAgOLuYBYilCBPgpHsKbg9XgIzBn3BPAeDdAJRdJWHIZBWwtXcYIM9LM4COhNkmIosEPZ2CyBrNrCPBWFSUAWqDJ5hwfTP3NqA1O2nc/5YagJpW+xFlABck2gMN6/0AmPtfU8uIqPGBkq2+bASAwdvD7wBb4G+Kt/AB2Y6D2VMpAOMTnuyhHrszyjNpFz30LwE1sQiGB5q2tMLjCcYibNcjjU2fvv+z8hTmzRPk+jzCJsWTZZU+YRfbsWoCbUgOkWsHaYv6G0r+yzJgVSPCEfZ5y2g/b9z6fxHMP4vC/uEIgCsWjgBwMG8slgYAcK6796oMBbhAlsrVgcyYh035bTMsemSAzbK1d1h8+s/yqr/P4tR8CwVPANBWj2GmWIHo69m/qfV/ZXwdBV4c7HvkY/ewrsAyioUd923/m29+H0CxSGurqkenp2srK1PZMY/LDUIKxQIFVQIFBKAo5EFccLmYmQfFIkDgIqBUKHlq5rkiRB4gP6ByOAdUFQmUEkprCgSAWBQIQpcx/kDk9O8OLtk3NQql5g9PO+YhhbmpabjcYyPDhXwhR9wwJBOvNRQR0pUZVWxCbtYlgLVTOCy5PX7fHX7puvg6AE91dQO4t631ZOJQJjnYrfQR40xI1yRYuVnyBi4DDOTbko6XFAAl84m39Y6wB89pU2tKHGgo57Ktd8RSA0Bmcs0PfID1Es4mB49w8i2sHJt89xTi2Cn0KtakCZdkltAX/KEW0QB1iJX7f3hAtAlpHEFlZu6Kc5ot/DfGW2piEbaGjXSKr+6PJ1PqMr+hhZbhpINybR8dq5adS42w+JljNZ3YAwDZjoN9+7uzgrFeAQVMibtyS5T3lIjepxLtBUoZw9xehBt046nZIXxvKBZpfuADLElgTPnIva9X7hAyeYHNP4tF/eGw/ysZjgBwsBAsoga4Wh1BBISALJUzg6d1S5KYZ3xgcTWATgB8fXUNgOtzFSijIhBVcgBYYXjZFqIt569pAlDrgbbgz5vXhQF4/b5HPvpBmfEXC/lcITWarvX74XLnZ2bnZnLLp/F6NS0S1BTIuAeuIgUhzO3PkpJBFI5epCCAyw1alLk+ITIFopQAcLldRVqgijyQ1/5doEXl9RFVA7hcKBRAgCKbh+0nxpHBAgEr6UOLIK7qfJGVG7JoI6B3/nh8brjc48V8Q214OJNZ2rCERQnYf+dmcndFm44nDkHpFybLAKUaki4IoGkfpsXaTJEAx6J+ABMuujTawMuMjp8ZAkCUts3QygBex0ltEiwBQkKwqAONmQAooQEIQG2oPAG2KgIATAOAMyq70IEVTGWAuhA93A9BBsitndgYVjfGQgN0LqvZkAsRxRNSvvsfsKv2EwwUmGNEIwPS54i+C4H8q0KU5WdNiIC7zEuW5hSvU3H2N8Zbazaulxk/AGAg0UPTqfFkKjtm8mrUeaxSe8UziqxaJeKGqqyGlxCMRSggt3sbGsgmU337u7NyezXtW2TWPIFfpEmXNFkGWHVks4gIyRLL8OkoIQP6wcSeIgMebmz6ze69pxNdVxD7hyMArmQ4AsDBwrGIMuBqTQ7WhALcXijsn8FuVdIMVPfveYAqAuCfV9dQhf3DIAB0ZzpY66IK9Wd7mVN8wlVsys4OVpLbxjz8kO5aD1VW/RnprwxWMpGw4567TyQOPnf6VH5mNj+T44yW+39mPe48LVQXMO6WF+YpVRw72tV94nLTYhG0yAw8/ooKACjm4fJEl4QAmY7vuG87ExtiI2G2ZW4m96HN637y2qH3bbntqed/BSCTHQctIj8Hl1uJAxSVdWdFCTBVQAir4EcAF0h1AVk3dRN3kcBFcevwnFgdyFg51Oj8CfkqUCx8cvtdP3m1w+P37bhvO7vUZ376HABvZx97at2ZmKinA6D0CmBVlZjhCsWCp6qyMljJ5s8kz756+PAbx89wGcAGs8JNLJmbVwiFttAT/yQwHTgvDVBmOVGuAdjTfVoZMF8NIMOcyakrx7d86aFgLJpNDm7+xdHv9CsFXsx4vKbSkeL+t5YBlr1+CUDrGo1HyTKAOZQO9Rzb85zWB0/g9hAYWDVf3tZ1LSijEmjjezfIy/xhmV6PT3rAqD9KtPK1DSkMWpxRdv4ISkwsZgrdS9BV+wnGImqKrY1vCpr0CQZi5X2ySgIWc3bFRF7w2kHmb64xM1h7LlC3d0NN4I+/+9fN8dZda1deOE62uNSfwREAVy4cAeDgvOCEAkqCgCzrvd5mgHkowOIPrcpUzgPs+BO+Wejt/vqZ+XOF+hf5NrEMKD/w13WqU+UTa1oA7M/KcYb8TG5uJodiYSYzIdf3BABMuHHb0NyRWu+ES17vZ9snVRKLIiEUso3HDVqkIB53MZ8HpVJNQKoNAxg8NxxtqDPy+8Fzw5IUGk2nq/z+1lvewfd2v94LoPWmVbFlSuye0tiyCKuzCZebTzWaPAvgp13dyb6zAGXcgLjctJCXnUJU6VdAKQBCSE1eeQnEvtmwphjobcP5w5KLk5Q1meIbUT+AD9x0M6sByruY+Wjh3htWp5OD6eTZI0KtTyVJgPAeYRMeAtY/uNbXMjrXI/QPJsDRqL9SCgC4vrEOwKE3TkzNFu4YLpzyzY1VVUCXGwC0KRYgViAIWkplKgNsOLr98j+HTgMA+H9WezYZ+gSLh5YWBlpOrPlaDQ9Q0OZ4W/MDHwDwm/bvEUOggB3VWesSc53lYaWLBellgHKgpd08GCg0v3dDcF0LgEcam17d/fi3+/sZTyUWRULh9pLyWn01xlsAyKQ/nQIw0J0CkE2mxpmxRyGpugP1p9X8ZFE9jwe4w8cIs9DKgInlxsSoQwGwFfRmocarXgkI7n9+taRE7SB9gGL7iPdZaUozxu1l0kU5xJh+oM5mJwPSKZb4+872Tz37o3aTAeeNUCw6EcosOvuHIwCuZDgCwMH5YhE1AK7e5GAXXLIdaNUSvpFbnDWhgFKZi+cfB+iwaLZqmt3LiroAWD9apFr2v04tAypb/+9tWQMgFl/HaHQ+V5ibyQGYyUwolf49Ey7KavxPuEmgQAFM8Eo+LgqgSNiSPwUoIS4QwlZ6fV5fbi7ncXtdLhKtrwUg+o44X0+ePZc8e677jd6Z2bmZguLsB5CbAYCKSszlAMArZjuwVya/vtjSevZ4xbIGUDCFEFvawGvwJ1MjAJKDw7955bV8LgfCKaIyCQGICwAodbs8KBaqC2rm7pFaL6/5w0If7CJ0/cJkMM9PkUy4qOTx3O4PM0//013drG3Z2XMj9ZI0fuYcP2JNpqgkDxQAcCUgdhDjjcOYJNgiNaSWeG5bu5anChza84x5irBtz2ACYqwLZErHy28oJhqBvr46ACFgVQqlQgQsj9O8IWt/MBZd86WHX27/nj5fdbgfQOeymg1nxgHNN3Qe7n+1RJhVtR/NC8FwP6lrYj545sl5pLEJIP+FZcTqXC6M3ZqeXVmk3/XJD27e9cndj34TAOobBxI9SKeyydS4lbcnnQIvuVMipCDkQQz3axfytSJHqZBj4pMxJErpeTbUFlocQSV9gsmAbDI1lkypSRTs7EpWNDGZzQD5EI+JVwqiejTuKlsGpFN3j8htEFf+3Y09e581OfD8cCEW/jkcAXDlwhEADhYHiysDrkpHkGoHEjSACmF9Tm8TMmlEv8CvbYfC5nXs36YPACyoP78SRv39UuAzn7qfjUkmDj17OjmTmeAEXSnvQwGsGZ0DcERx+9BCvuD1uYvFcTd1gRQgW31kbw8AwOP1FgoFt9vtcbsZ9V+xLBLf2MLW+Gdyc++4bgWA/YeOAUB+DgC8PhCXykVkju7CxChqas3uDVUZoPiryB6zzGCK2LKGwbODUk31tnffGlvaAICtytNicXaWf2KJeixRzk0IAVgRIVPSrzzVJBOz9fvbhvN8sOj88fjcnqoqr8/NzDx7n3w2P5NbVu1/8/gZNgPLCVZsQuo7zkowQSsDmEHI43N/cvudP1YMSJnkYNeeZ6xkwCElG0SsEAqQg1oNsDABAIMG+Pqy6eurFlZWSyPRoK7o6xNGdV+DYCD/Qm5yYy5E1YMAoLOWbBhlx6pccL7ufwK5/ZP+QA1LJrLFX1h3ZwKAKwFWMTObTLGKmQNPPK+OBxof+AB7UBOLBEMa589AogdA9kDneDJVKnNXpvgmZFcfGdA6bdKD7ECTF6gIAypu5Cvuhm7E+l8oW6qtsU6p3R6sY1N2XcZMYhHitRl+Oqm1kAPAGxsDdY2rek+sRBAABSbWnFh0NhaKRedW5P1SYLEnVuEIgCsXjgBwsGhY9FDA1ecI0mQGm8oABduEVU9dKGDBEYByFv751AeVLmBcbxioPwD6xnWSXwqw1fdk4lAmOZjIDkPo7ItioSVT7Kn1TLjJ7UM5KlJ/YNbjnvW4UcgTALTocXvyxQLj/cRFAEJcLhdosVDwVfij9bU77rk7eSYVWxbZ+/TzmYlJAJnpOXmdlxDkZmUDiM+vpAiLlhBRDBgh3leLVAhFBmBmCqBwuf0+762tN8eWNjAxwJJ3B4ZGQIuaykIAABchXq8nP1fkfb6EAv/qgj2UNXtm4xG7/EKp9clbI3PlwMxCn1CSBwCMDg3fe8Pqp7t6lJZq4L4ghrWZ4qt1bgDVQnoA37tFajjozwN45GP3fPvfn/7wbZv3Pvmsrlqo2DOYCM3CeG3QTE3l+oz+dndK2GiWLWADTTkgWCyvnh86hEo+DF3LKqqjtfe1rFWKAlEAnbVugCrOH0VWCFnCBjZfYoGZyQDTXYBsMmFzGpOYiSIGGuOtTAaw+pLqJEo1/Wz/CAC2uq96e8qBdnXf5EdHn9orlmE1Y//81RkVl8Vyu7JqLt5AqjnE+gYGY9HmB94vd+RNpo5+5XFuYbIUbOK5WG0ieaN1MVCbSkSGA1XB4/ZsVdb+J9acKKtxxnxwQRf+GRz2f0XDEQAOFhOLqwFw1YYCTOxAVmDUR/zDv2ABYMxiNE5loP6A0PpXZP9vXBdi1D+ZOAQgmTjUJXT27eHl/Ccnh2sqA0UCxerDCHGRZc7KPpmix+MtFuXmwW6XO18oSKEav8/n93kBZMayM/nC723bElsWAfDYD57MjE/B61Oq/RDZ3gPAXwXAmuhbrzub3E7j0h6Vt4sP5BqjNBat37Ju9b6Xfuv3eXfct300efbrP9uXZ82MRROJywVK/f6KupoaAOODIwDWZooq6a/1rh2dY6Sfrd8DYKaptaNzhwWpQLVdCKA8fbfU8Eou+4mtW2SbUENdfmo69saQyP6hhBcCQp9gHhlgYD2bp3zuSG2IBwREGQDlLospAbpMANYi4DNvTv5iVT1Pme2UAJQlAw7UusJj43/05rS4UZEB5tGA+WYGmwrjA74xBML3t6xtjrf2JbpPJ7rY9k5fdsOZcaEYEeXnLO3+N+wisG84ZZHPwDt/mY03OaScVl+mzn5DujC13aueDlrrPyyLfuq/Y1adB6xsP6YEXXEW8VHBWLT5vRsABNe1ZJOpL75zwx/c/1lifL2a69f2T7AVcmYJ4lqJAs0doMp1MgGw6Oz/IlB/BkcAXNFwBICDxYcTCigJTXWg8qoAyet/asR5Ht9cfeBeE0xQd3Yq1F/Zq6f+bLRI/ZOJLghNvtSFf0CC91S4GtOT1bn8DHjhThT4GYt54vZWVFTk5nLysjulkhQEIAWqAWTGJ1tvuh6g8Q0tABIHj3a/8XZmfAreCriIzOYpQW4ahTlUS/wUcnEefcBfsOnPmyWKt0obEGAP5OAABaWxpfWZkRG/z/uZj/4ugL/5xuOFfCEvL64TAH5KZwgA4nK7fV5PtH5JfiYHIPbGkLjYf/twnkUADlvEB2yeyqv+Ltekh0RrQwAYg3/2p8+9cfzM2kzhtHtmecHPBuvyAbgMmPQQAHcMF7olFwE8fp9fCjzysXsSL708k5mo7BzokkhbhvJqoRArhEqAIANOuqfgdosZ5+VogAO1LgDhsXEAogb459U1o5jZaJkHrNxoa3Dablz41zDOusbl8dbmeFtfouu0UhXUqrCMxlNuU15GcP8Lu0wKVtq8BGJCK62TLmwaj+gIt64SKGA8kJNXqwHqXmNOsKZdseKJ1xN3VYqUsP0IvbdUiCkH0NYUCkeDsUizYJ3KJlPH9u4r686IF2Cal2WRoKy/DBb3SKcAbB3xABhfc/wKZf9wBMAVDkcAOLggWPRQwNUnA8q3A2mgRpzL/eYaxx3wjW3MhaiB+sOM/RupP4AtwbqksiYqNvnqFqg/GR/zgfjzBQATboDSostFCQEQra+dmZjITs9wu42/0u+v8DHefyY1UlXlz4xPbtnUEt+wFkDi0LHu19/KjE/BVyEHDRjRn51BYQ4BSd0C6NZllW16Q85CwBf++R1RhYHiDoIqBvzFvFRTxWTA3/7L9ylFbi4HSigBofDkcnNeN0A8Lld0Se3Q+NTc3OzyZZF72lp/8trB2LHB+fJ+oXwntwmpzh+P38cK/jzysXv2Pvns6NAwmS6iWFybKR425ANAaRUMpXOweNc8fl/OXXR53MV8YWq2EMjTtgwlILpmYToNoLvvTKgdkCjMZMABw6r8cfckgD96c/qfV9dcV24SsHouu2+LauY2jBoeAPDOf/xLjQAQdoluHP2EsJIBpWw/pnNqYZY0bHafbRpdlVi/92oO1PYIU2+TwalvNzOTAUY/jI3zx8ZaY2iyq7zA0jcWcv3QVgDB6jyAbDJ17GdHxddoWewI5jKgRKRCvAy3hyrsn4Jm15wwOcWCcDGpP4MjAK5oOALAwQWE4wgqiQWEAuTVpjJs0CbUX/ZgFMSNVgv/osP78LLKQLQWWuovVvrn1H/QU8yhGMzz2QDm9SfU43Y3ResA9A8OAcjn8yAExWI0Ui9bfcYnM+OTAETqv/+1LgCo8MvUnzGc2Wkz6g+V/5wP0S8Hml9Ozv4hP+ABgZlJv9f7ex+4K7a0PvHSy6dGsgAyE9OZzBhoQdQphLjchABwe731kuTxuXfct/3b//703EzuhuQYG2fK1FsyRdlwJZYZNQzjmPS53R7X0oYlAPIzuaqhdEop5sQO4eN1GqAtQ5Pu6bGaKuYd+mCgIRZfJ8WiLPl41RsjzF8lNgtjRYEIYMwE4CAgjNz/obLG/8+ra6zq/Bz3zZZdAqhcGFOBdej0ZT//l5/7Tftek4MVZll+BnAp24/1nMKatFn0wCAb7Ft9lVPO3/RAAFDKAekGQJsTbBIZGDQ3FJkLA9s1dVOUSgkQZ2M3KhiLBGORYHVBbjA86UE6deypbs2LKkMG6KOs8oHmRT+3jnjolc/+4QiAKxyOAHBwYeGEAkqCNwooUwOU5CvCSBV8SdUk5Vdb2hxa6g9g9MbasUCl6Plh/X0Z++9W7P4zHrc/X9AZZWY97oLH5XG7AEihmuHRTL5QAICZKX91dTQaAcBIP/svPJ4t62+Jr1+THBxKnh3a/1oXCnOoCqpJvYz6AwhIWk+/TYKvOOa8jUCaDVS/iwc1IBiEpif8Pu/vfeCuWFSWAYNDIwDm5vIFSt3EXZEvTJECux43CADJWwGgUgqwBXsA97S17n36Fy2jc68ombvgdh2XW+y1DEEb6J6ywUwksDRfljEccbt8nf1yLaA8hZIAAEEGKJEB+ZWy0kBxKbJCkAE3vDHK9nIZwN6hkjIALFvA7QbIolN8K+i+C52+7IZcULNFSVp4Z/sOkyAAIH+EWAuwhbn/jRU/laM0c6ZT20c8z0ozsHL/K4nIbDBgkX2L8lICLNqEic54E+rABpgmBIM7dtRi+aqbqJAHqHmTXbVav5nF305BWd5YdlXGj2IwkG967waEI7zQav/+nt2PfoMfYnYui1pAplcOmf2zF5hdc3xR6Nclof5w2P+VD0cAOLjgWHQNgKuuXcC87EAa1mJVok7483xAsfdsENp46cYoAffGg77x9bkavv1QrXtFXei+378nmTh0KtFFFeoPoHV0jioL/8YzT7jhIe5KqWYmPQx/tb+yIjs+WSzKDbNW1IWIt4JOZDLjk6RGymQnQQC3N7a0YccH4wASh17f33EIIKrnh/39nsoC0C786/JRTbG40QCz30xdQEAjAJgGGAew5bYN8babk2dST/3y11JN9eDQSJHS3FweANzeinyhmJvJez0uEAABpSfae6SGQ/78UHacuFwAaLH4h1vv2vPkPn4+ztEBdEsu3cp9a0bO5zZVBVukht9iqlIKDA6nfbTQNpDrNuQBK6cgROH9OhnQlqEr4m37MykAM5mJm5MTMGgAVht0faaEu90U5dQMnS90FrjwxLTRWcRbfa3ZuQ3AkT37oIf8cg4Ycgk0ENz/hgxda/e/WTaqmftfPYJoOboJbMwt9rLBbAC12Mt1tryQr78kNSWAirEI3Zq6KBg4ROdPWYEUkxwJ3rPZrOhnP+qa9IVWgWzHwf793dkJs4UnY5diMZlBvHLF+QNg7GKx//37E1u2xBfjVHo4AuBKhyMAHFwkXAgZcK6792oKBZRpB9Iv4Zstd6ns3zeGQJh5qalmj57GUlDG/jE8QOsaoZR2eU/7zmSi61TiEGf/raN5CIm/ACbdqFbqA024iYe4pEAVc5xnJiYzZ8/A5Ya/Ci633+eRagJ+nzczMZkZn8TUBIp5BMLweAGy65EHADz2g6cyE1PwVcp/shmtnzH1/FgZfsrgi2aZApYwRE3sBsmZAkLCAG8mMD3u93n/4uHfA7D7649LgaqZmZlo/ZLkwCAAzE4DxOWrYD/LXAZMKMm4PZKLL9vvuG97JnkWAFMCrZliNzcCGdw79k/ZFikWZTPnZ3Ljg6PGl8eL/4gagKhNgimAFfF1+zODAOJS9FSiC4sqAxjOXwwYs182GGrjylC+XCwV2OACUti/RYFd41TluP9LxrDEC9NtLnFrFpASUM5eZQBV2L8ew/3UzM1PLRJtqZVggNndm6f7n4HAop2ZoT0wa77GHrC84f6jw1ljHVVertQYA5G3ezj7zy5G4q+71Z8cGwSwYkVMkiTTMZlM5tSpZGtr23mfzQSOALjS4QgABxcPFygUcDU5grgdCNahAB2Ph5kxWlzaB3iE2mL5X00DUPJ9hwf4/uUP/M6pxKEugfpz/w9U6i9vyLtcgWC1Sv3HpzA1Dn8VZqZQzIcC1eGljeoujokMwg0AiQYrB0fHAKCiUrH0WFF/WHh+NOt8JjpqYezR5GfS6peTAkSoE8qUhl4GRGtDn/no7+7++uMAlQLV0+fOkIrKWbgohZsWK93uyaKsAVgcQJeqS4CjUT8zCAF49qfPnRrJDk9MvnOYM3uTdXrxKQXaMrIsFFUBlwH3trVqgwy0x3pOUQZIseiK+LqnuroArOySm7AaEwOg7RbMIDq07HE+MoALgBLsn2N4YHm8rfmBDxzZs2+Mt5Utc+1fiwO+sU1Wg1WFYOcDNHP/N6pxA/sFflPjvr6T1zwjA+Vog8IcxAVy/t1R1hp0MA2xzXO937ALmpem3kZ+E6x7/TKoYQGWNzzpAXBM7hGhXKXpb45SF5UJgEVh/xs/JC/8v9iZOXUqCQsZ4AgABzZwBICDi4oLoQFw1SUHq40CzEIBIpXnnX03CSTG1JvLHD7GMazqPxXZP+QOr1/4/IOnfvSzJ986gYDUNpqnltRf3uaXajTUn2FqnK3xb9nUmnzjWGZ8cgw+eLzIDAGKmcdXseuhD+99+vnk4DAqKgHIBG9mCiCWC//mhh8CKKSkNoqhPtQ1aUgT25XPo768ZlKWP5DWv5z6H1XxHaNycvDUuBSoysxRzExhKuvK5xpXXOf2V6QHTmfnKPH6XMWi3+USZQCvzimu3xNgixQRk3EnBkdteH+ZT6VYtNM/x2TAXq0MsLIAsaeCDFh6wJ9j8YSNM76x5KCoAWCoESRvrHWhWFivbCzJ8RcmAyhoudRfAcsDFgSANoJhU/pTwIFa1ya7MxLAtpmA1Q3hLcMAYt6QqzSDf/+I95lVteaL4iVNQTY1RqEvpU+1PcKogbjTdIoU5ih4IR2i+a4tRAbo3f8oT2TavK3BWKTplrpgLMK6LwM4tuc5aqm+KNKpbSMeuhjsn1N/EVYy4FQyCWBFLHZ+5zSHIwCudDgCwMElgBMKKAluBzqG0b5VN4i7OJ3s8I0hEDZSCtOv9AHfmJjgSBXqD2CdPAOF0O63Zef2H7/WOcGsIBMZmYKbz09nPO5KqUYKVA4OjforKzSr+wwTmRVL68fgzUznMdwPjw8BCRMZFPKob4zWVPp9Xvj8ydSIZuEfgL/KpKdvOdSfbxzqAyDTfc5IWIfUek1yHgDk85rtVNmloTjl/WZSqtYeFd1BLCAwOghKt7S+I952095X30gmT2N2uspFaoLVmdlCIV9we9xz+XzQ7xufyhVhLgPYvWAUfIsUkWJRKbb0qa4uVpOHnbDLgqDrnrLnOnL/ZqzGLwV23Lf9sUf38JdVvgYAIMWiB/xzzLD0q/Y9UEIBulKhTBUw2bl+tGiMDxyslUuabsiY3Ol5yYD5sn+zPGCzz599xRj7tX8ZBve/qXHFFMMDcHuJ1QL/vAr+oLzIQFr1wLx/xPuMNKUfo8zcGG+piUW4mR5DA/B4EI4w3pxNDvYnesBCjkp5IipeRolF/ZIygN0zqpMBRHep8yz6yXcFY9GmLa3BTeuRTmWTqY/UNLX/6890h6zqPX49QhQonl/Zn1AsuuauPCvEbAqjDOju7rIxCJ0nHAFwpcMRAA4uDS5QKOBqkgGazGBtKEA1MdsmADAoScBUZDyG0p+qHlg/Wli7c7sUi/7T//pG3lMFoG0032VW9mdibtJTWTPrcbuLtHlZnd7Yw1EswOX25yZncnMIN2Auh4kMANRGkMthMr0iWh9bvXZ/9xvyH+nZKYDIPX0Z+zeuCJt2+dWwfwJalFcP2V3yePREZ0jZDoUDUe0t5SxHW71kHjDKgNEUCCA1sHPt+rM/TA4O7X3mJYwOoqoGhYK/qkoKVA6lhomLMBkQ8LgnxydYbETUAJxzQ2Dh3IGjyAACoEsCgLaMfBMPCU8BaqoKOL8/ftMSj993b1sbK0bEYCUDTBMDRBmQSQ727HmWywCGpHsqHapZL9Se4jYh4pJVAZuWtQ+zkAHaf81woNal+yKUBC8N9M72HX2JblYIyJqIW5JFi+RdzRD9tIYqOgRW1W8WlFMxr2KgxpACjxuIAwDUNTW2RhrjLTzOlk2mxrWmeao4ajRZtr8+mh3Trvnb19Ocp+1H2KskAYvJBvMp+mncFdy4gScNP9LY9Mrux7/d9SoAuD1s7f882b/pwr8pRBlw6lTyAgkAh/1fBXAEgINLhgukAXB1OYKMoQBtqmm5ScA6G4q65AYcrHWxHZyBvbt95ze+98RMf3/bmTHUNXbVejCRoUBrLgDQbt8EAuEQvKfD1RgacFeFqNdbk58Ym5iSAwWM3wckAFs2t53qGxgcyczk5uCtwNysfGU+P3KzIGiNLQXQfSYDwrJgoWX/0FT7Mec5RL/wL/f8snaU8xs0PKDvKCRvtytdYjajNTQaABjqQ1UNqkMsDdI/Nx2tDa6Ixfa/eoBtQaEAj1cKVOVGxzxFOlWcKbpcLreHwuXJ5Qo+H4DqAmlVQwGmnFt24Ohc+JxzG7coqsAkOCA4guYhA6ANDhyJVvilAJcBpxJdicygeD38jTooyTGBg5JJnoDiHbK75bqYABPM87X9qNC0A+spzbMNZFEwC1l9hCwYvFBfny/wb+8dfVaa1s5jdrihsa5+lz37t+8RZnF445olje9dD2CgOwVg4Ec/1589nYLs8JEvvoZl2aZTwaYlzFh/VGOsX2T3P8Qwi5Vf38rNZbVXmYoqLca4EvjhnV8CaBF0bKHsv+TCvynscwPOH44AuArgCAAHlxhOKKAkNJnB0rRQc1prjTWz+APyHye9AID6x4ytcfIBx64L+aVAJjnYNlroqnUzNt+aCwDo8k0gIEnwnspnACAgXTdDH/z4ex79yfNj8HFLD3KzmMgw20ysLpg+OzA2MYVwBAQYFZh6ehCB8K7/8vG9z/46mRqW2b+/WnnZCu8XuY1pyu+506iohNQACP57rXNY/7RcUJODhwYAivqyuraplyRqgMkxgHINIJG8FKhMjs2AUkxPYiqLhmWYnJQCVeOnTlQT72RNjcvjLsxOByoryUhmwucJeKrYZXEKriPujFiviLclMoPG8vw60m/QAPJ1i4qCCo6gPf/jf4/VVLFBZWoA8anH7/vE9rukWBRAJjm476fPLR1RSfmhWrlNAc8WMHX4GGWA3M26WDRqg4VTf47hgXfu2tF3dLjPpBWA1SH9B5bVbMyFzGi9kbPaNrAY7jepW6+nxVoNIFJ8o7N/vqag8gZsbv8k0qmBRA9j/5rrh7rcLv7+UCHUFlzXIhjrB/sSPUqxHWr2erVYgPtfb+0zXLDNLmgiMzxCyBOdg7FIKER2/clDTfHW/kT3v3zuvoUxrfIX/nV47iASicTdW9oukAxwBMBVAEcAOLj0cEIBJaGzAyl/ZrRfXuFPoP5bLf6t1R4ps395BYserHUHorUf3ryhZ8+zzJMNyDkA8iET6XywNu9yAbQyM/KFv/z8Yz94KjM4AArURpGbEew9s5EKAEjRCgwNwO1BIAxfBYYH4HYjEAaw4/bVsWjd7p93YOQsliwzuPwF9q93AWmX98eGACBUr7trCyX93DdsgSGFH8gDueoghgxgi40AJjOYGme3fdfvbE6cTu9/cT8oRWUAwNJzQ3MNUm50fLKmproATI1Pkby7OuB3owCve069HQYNQJjhh9H6UCy6It72VFdXJjloz/vNZACFIW3gjViNXwrc29aWTBxihf+xIBkAIX058dLLM5kJuD1Lz+V4mR1d0rCFDJCzBUSKr7MJ8Vr+54ne9cvuCjaULwBO+GZZYwE74z60NXxsYT5A63cnsCboC04JKGPv5vZPAhh44vmBRI9lEzFN01yV01MhBMe+e8FAnhnrs8nBo3ueN0kCLisxQHvDdL3VdE0GFiYDtEFCKs6WTm0b8QC0Kd76kRf/4a/WrjSZxBYLpv4AnjuIiKtrRUwm/TwasIjlgBwBcBXAEQAOLgtcOA2Aq6hdgGgHOr3qBnOGqoQCjBpADLtrTf9FCH+93r1rZ/fPDmeSg12+cWbjaR3Ns7V/AC2jcz2+CZm+3/O+p3uOJM8aOrJNpBGQ/D5vdIk0eCo542OL+gSTaYSjzPmDiQxqozu2vxtDA3uffxm0CBBlWV3h/SLpJzrqDxNGNJEGwK5toSj795DOxxFkqgHSKeRz8HhB6ZYt70ke7T6VzaGyGhQYPQOCKm/1h9asfenM8enMxEwOk/lpVFTW1dTMFmYLE1kXrZx0U94srC3DF+wBweivCwV8eaJyT/8AhOxbdlmmGgAWMoB7+uflCGKPTZ9KsWgsvu6pnsM77rkbADMI8cJBsJUBJ9xTxO1emasQdzANAJd5e68FoLPW9fnPP9iX6C5HAOjaAtgu7aselXIc/KW0RJOcJ2BD8a2woIV/CjTFWxrjLQNPPJ9NpsbHbOcvzBnrEYvfCo3yHu4PxqLNigzoS/Rk1QKs5dt+1DUCeWbm/jct+jlf248Z2JXD7d2mlPwP/Ung4a89MV8BcD7s/5s/SW5dj5i28s+h48hkMt3dXbEVsUUpCuQIgKsAjgBwcBnhwsmAq8YRZBYKMHyF2bqaaVaAksmqSwKG0Arg3Z+9+1e7v3voxhUAWt86xcZ3+SZaz2TYnD2+CQBrc4H+9c2Dp5MzuTmEFUtPdRi+CoBiNBVdEQMwOD6N0ZRMyn0V8hj219jn37Xz/r/d86OZ3BwqqkCI3DBVJwNg4fwxIp3C3Cwalpd1Kw33puzhyvgF6w2VS1EM9aO+KdZQu2PrHXt+9NNTw1lUBljbYF++SIBifroxtmI6MzE8Pg4As9Muj9tdHWiN1r9x/AyEe8HYuWgBgsDspVh0Rbztya6umczE6uQE23tQ2asbLD61CgUwT/8jH7snmTj0VJdMixcWCuAtxqRYNBRbKsWiTAxkkoME2PPksxA0AAACcrDWRYsFY4aAMmAx0enLbjgz/s5//Muje54bE2moBQ74xjaeGS+T0wPA8IC6Ms1hZlApMWH6HG/EOz+UvfCv+6rc2v5JAP2GhX9+ARQg6RQFRThK+CoDX4awyFJQz7I4MkC+JKuEIH4u3WXod+n2GmoH8cve1ivX4Bpbc7w4z5+X86H+DMlkMmZB8Q8dx6lkMnkqeZ4ywGH/VwccAeDg8sIFDQVcNY6gMkMBBg2gsdKKAQGWB7x+tNCyc/uTPYczyUFMZNpyNRQUwwNdy0KtZzIQ8o8pcHiZFF5zc3JkXLb0MOo/1A+3h8UKdn1oS3JwaO/Lr2MyjUIBdY3IzWIyDQC1SwEgNxOL1qGiMjk4AigFf4YH5CqcvPonjMv/Zn/HSy5hKi/6vMB/MKfHAaCypsR4duWan1lG+pvlx2PDcHtRHdrSciNA93e/ialxgMIfwMwEmRp3FbGqcelspX98cCQzMlhdvWTSTYmLRJfUTkyO0/E5ANpQAEQLECxCARODo/bL/yWTg9nTN5TEgK49z5ynIwguNysYBWDdaOFw1OdXOp0BGFOyBQ7K1UILAOEWIPN7bxkqmjdCgcKaHdte/qdflnsAk7IAKStlnBCYlNnZPuJRkn1VFlvObGWPnN/Cv5H99ye6B554fn5xA7Y8AYjJ99t6R/YJr9QYvQzGos0PvD8Yi5YhA4h4oLxJ9Osbev3qzlViF8DLlYoblf4GKb72f0nYfzk4fxngCICrA44AcHDZ4YJqgKspFLCs93r27d0nTZsug1EhM1iMvDN3MoXsF+r0ZdfLLQLom8u9JCCx8v+8+ReVewDTbt8EAATCmEgHokuKhJzNKX9uZXuPmgMQWxIcPJWcmRPiA4D8eHgAQCgU/NP/smP33iflxX5W+L9S8QuVv/xfgsQs0k+c+FM51KcweAuo18yaARssQDwPmGFiTApUfeGT9ye631Q1wMxk/dTcUG24Ml/46Ps2/uLlQ4OTuUCB0KnspM8T8FTVRGs9ft8WKcIW4CcEGbAuY87j12cQikVbdm7/9r8/nZ/J3ayEAhaQFYBSjiCOkhYgAN21nglXMVB0TbiKgTxty7C7hkMSWNIwO1HipZfXNV8HoGePfCIWxIC1DGA4Tw2wZuc2Ahz5++8A5bpBAKX0Z2kNIFB2Vn5K+DBv7x15VpoGCOoay34VwoT2vYFRgv3TcESXEBOMNTTGW4OxSP8Tzw8kuuddSohXITPeFu1Cu70MyCZTqh1L4/7X3yS1t5p4PQu2/RjeID6eur2rRiavRwjzZ/8Xh/qLOB8Z4AiAqwOOAHBwmcKRAeWA9QymwOsYPb1qlbirQ2tEBqBrgcS++WoSMEDrGt9a7gVww+k5AF21bgCtQg9gQPW9hGPR2ZGhoeF0PlgLAL4K5GbFv9qxpfWDI2MzuTm+RRYJDOnUlrvi8cbg7r1Por4JI2cQCKvsHwqHMWH/QgTAksEs9s+a8XfShtsZC7qYJwELGoACQKzGk5mYzhTd8vxVNd4CXZlzD86MVIYCf/jHD/3znh/NnDkDAFVBABNuWldT4/fR+LJV5WgACDKgZef2UCz6jT0/mslMzD85GFB7C+gdQZnkIJcBZYYC4HK3juahvK/aIIOa08wY0op4m6RQpbHkIFMCpn2FARyU6Hph48JkQPsnP/j8qrqbvvXL/37uBIDry04qUDh9SRlgWwJImISYzmNKpkEIQNOphfQGBpBOUWhr4Cq4tf1BAK9/5fGsvePfYv7S30xBBpgMlmXAB1idzX41K4OYGnW4eiE2hU3Lt/3ArnYQVZb/L3/2z8FkQGYsM68yQY4AuDrgCAAHly8uqAbA1eIIYnYgZu/ZJ82grrFDye7dqC1+YtUMeD3rEjDcT4GWHdsBdO99BoJHiALdShLw2tG5w74JAOE1N4ept+vtY9TF1vWpUuIzAgCjqdgNNyRHxgElNwCArwIAcrMAUOHf0nZTvO3m3XufwlA/CAER3P+wEgACyvL8zB+Uyqcu+dtoJHb2RE7XEABsibRB2YstLTecOnkyOTiCqho5CAB4ihSFfHWB+KVApRQYHxzNz+Q40Z/IT9VVVf7hHz+UaP8ui8+05QJdEsHUOIB1uRpY8Pj1GSyPt62It337359mdiCGgxIwNc4OFMeXaRDijqC9/+N/Z5RSoTxB2UoGmN41ntNMzM7LUhoA9Ox59t3tOwGMJQdPJbpezAwyGcA/28wmtGAZ0P7JD96xa8ef//W3n/rBT8un/iZnsZMBZQgANk43ieyhz8tPxcnlb0dUczFmtWtEUH4sS1Ax4Nb2Bxe28D9vniFQc2sZ8P5gLApVBhDdgSr7RxlcvxwZICYtaA+5vvcEW/vPKuy/nJd8Cam/iPk2DXAEwNUBRwA4uNzhhAJKgtHkaO91AF7H6I9XN2w6M4G6Rl2FDUAtXNPpyyIgrRdCAYwwsTIs3X//ra5lodZcAMMDFLT7xhiAlreSqGvsqfWyIMB998RHnv3tz4rTJr8g9Y1Ip3Y9eO/uPT9GXRNGB2WOUt+E0UG5GCjIlnU3xdtu3v3NfwOgJAEPyEnARHxlFhDajc0bi/i7x25pmW0BuAbQqRflenY9+DuJ7jf3v3IAAKpqMD3uzWYoIQFPFQWkhuotfLE/PxXI5VkoYBqzlVO5tlxArgd6crArUo2qGtO1fwa2ZH6nFF0RbwvFoo99+WvrczW6q6JKwGVekYEjUR9r+HVvW9tTj/8k4y605eQeRrrGAroOBgC6aj2sCYBpWwPdqfknI6SIAcalEi+9PDs+c3NV7WmhYo9OBpRJuBn7X7btD6r6h8+L/TNYVrIvWwCI87iFDtbQCgwNBdekQhCAgjKDncl3QPXp6Xeyhf/+J54f6LZOg7aoFLRw2MgA1n9XHw3o4XvVvGp+Vedj+4FF7SAAdU2c/RdBs2uOi4favPzLhP1zlCkDHPZ/1cARAA6uAFzoUMBsZuKlbxlqWV5pcIFEe68HDwWYFAJSvuzDA/IjZYGfsf91o4WWndt//FrnxOAoJjKtuQBLAMBEpiVXDaX+z5pcAKD9NwazqVGfJzg6cW7O5wWA2giGBgDA40E4uut3bt393R/D7VFXKDnqm5gAOHW6Pzk4jAre95dgeAAEQiEgW2pUpgYwLr2fJ/hs/PKG+uehAYb64PEpi6xEJQkUW1pujLfeuPuxb6EwB5cHbrJiZPJ0ja+2pqHxxMnU8iWVy5a+R4o89fJLgGwEwlR2gs7VN67wS4GZzMTMmbOoqoF1NrCqAXzjjPS37NweWtf62Je/tj41ZbOyy8bzm1iODHhk2617/99vZZY1ckKfdE9naqqMT7tqPQDaRvMw5BmXowEAHKx1rx8thGLRUCwqxaIitWKle8aSg092dZlqgE5J7RvwcFPj8ngbgDt27QCwbNsfrD0xbnVPTGHzkd3WO8K+m/PoAlb25IB1Z2u7+ZS31LpB2K3tD2YP9QwkukvYfsyoPzlPDYD5yQCWGzDOOohZ+/XnZ/uxvTaqFP00sn8R4pVfbtRfREkZwATA7t27AezateuiXpyDRYUjABxcGbjQGgBXRbsAAhCQaO91FHiOaQBQoUqd/GXvrHXJBUCH+1kn4PW5INv7egP1NzVllCIbFr8OFEA4tjTbezw2XXGwrgKQ6/rL9p7JNMLRXQ996G+/9i8zuTnZFDQ0oJmDELg9u/7sj5QkYAIAM1MAUBkoKwLAMZFBdUgz8oL+rFldEnuB9WVUfaEUY8PweNQkYHk7Yr78jq23J7rf3H86g+GBCuKWZuam6paOT48iHJGm5yryY34pkEmebckFeiSXHAcAIVU1finglwIzZ87OKJnZjCVb8X4AByNVjPQzOxC31Oth4bbSBwe0FPCQb9y/bKlfCrz42Yfv/MP/25T3q09DNYz9c4gygIBYRSHYS2Xsnzc3YDyZpQqEYpGQ/ECODwB48Z//ms1z52d3xe/YzLbzjQD+7K+/vf/l18aSg9flKkx7kNnDXgNAkeiaBl6LMfkCYeumK237sf54LBpKJQawXc3xlqZ4K4BsMnVsz3OlJyy/1y9MypWyXdtGPLQU++eglzf757CRAUwA3Hnnnbt27YrH45fg4hwsEhwB4OBKwkUIBVwVjiAsFQsEgS+eqUnA/GsvlwBS2oS93kArpMDKtyYpaJdc80cSm3+tGZ077JsgASkcW7rs4OmDldMz0hLhb71KTmJL6zITk5nxKXgV74TcfVOJEtQu3fXBzXv3/TpZ8IMQzEzBX61Y/5WpzKmRGsxAJgV6ATIBTFGCpxFAaRJsLwP4r+5kBiCoDinFgoCh/i133RVvvXH34z/F0ACqamhN6OZz2TcqqT9f3Dyc7/ZNhFffMJ2ZmMlMYCorn7SqhgBbKA6EvB6/b+Vbk12Sxsova4CTClETmDonzaw60FhycM+TzwpF98lBX3Z9zrraaTp1MFK1LjUlz6zFSffURL3EkoPjvUMP/dsPYwWWGEBhkAGmsM8EOCSBlQ1dP1rgh/BXZCTunHidcE8CIG4PgC13bGZlJQ/1nQDwX2eDfYnub6yu4R3E5isAyhmtlQFldwwoe/55wJr937xzazCE/kTPvGw/F5BSsFoFsCTuzPYTjEWa4q3BWCSbTPUnurPJlP2EJWSAmDJhSAlg7B/A2JrjtNRL33AlUH8RpjLAEQBXDRwB4OAKw0UIBVwFycEsFNDQex1AlVAAOpfV8CRg7vunQhIw2/OeXQ8l93clE4dY+X8mDHp8E2uVx4d9kwC++Jeff779252V03k3KdQvRZEnAUcBYHQwdsMNmYnJzEwBAOZm5StjYmBulkUMdj30oUTXG/t/8Us0NGO4H3XNZQkA9qt1gZKArVBylZYQ+bZqux3pofqRKECUiqKKF4hCInNSoHLFypX7X3oFHi8AT5FWVFR7x8cAtGZoLN62P5NKJwcnJkcCxEeqaiCnBBRac4FTbUvnRkdu6O4j4ahIlw/5xpk1aH2GU2TmzlCr6Ydi0bU7twF47NE9YkWdE+6pdE2lMl6A8hbo3EEiTrqnMu7CfXe8e0W8LZMcfOrxn2Rqqni74pPuKf6U3R3Ob/nJbNoa8JE6WBUF0sF09wn3FNzuBbN/q2mN4BpAHl++7WSxNECphX+kU6/vec7e9rN9xPvsqlq+4WLwCbZaAYv2CAqn5zIAgJ0SsLf9DPebbFdSAq5u9s+hkwFMABDisMcrHs5b6ODKw0XQAFdNKCCiFAhiMkCGkATMvv8sRfhQrbtttLClfWfyRz978q0TrbkA+1vbsyy0VnkMZfzdux55fve3xis8U1738doqAKrdv74Ro6ktLTfGonV7O44jnUJAgtcHEPkxu7rJ9I7f/2hycHj/a4cwkUFdozYJ2EIA8J+soT74KhGqW+zbZsC8DBpy/zIqhwJsZEAmBUoV+qVJUVDqgXowlQWAqeyt09Wg1J8vdvsmWnOBePtD//y/vzuTmWBr/5gan/C5A54qAB6/rzronc0RVt9T9P/wkvniU86SOyUK4C5p6dqd237dvrdTUQVsL9MA7Cn7tMhWIgUn3VMr5dV9gQopFJOFAj6x/S4pFt3Z2HjnH/73TE0VJ/FMBrCn1ILd2iQiW709JWVAOe/rhVj+F7GtdwQgz2kbfi3audIpFPLmH0J79v+Frdlk6vWnuk338sNF9l+u49++L0H5er48D08wFgnGIsFYVFYCHQeP/eyo/SEmV2t2Ft7uN1OK/S8W9c9kMgDKL9a5uOAyYMefPwFg9+7dL77oZANf2XAEgIMrFY4MKAeMRDf0rqTA84IG6FxWs/7MOK8UxJKA20YLAHpX1wMY7z3RmgtQUFb2Z20uwKME7JC7dz1yYO/P0snB47VVsx6Sd5EJvxdFze/Jroc+vPu7P5IPqG+UBQCAgMQKAUkVbilQJecBs0qgQzwJ2CIBQPeTNTasaAAxobaczMOyqdoCHNqklAZg5VakBuUQNQ8YoFta3hFfHtr93Sfg9gDUk5/z+QItY9Q/dJaNi8XXxeJtifbvAuiOVMvHVsl03O+j/mVLZzITvMY/lwGsyicAFgvSsXyuAcaUJBDTAVwGnHRPpmuquF/opHtKfEqBQz59RdH72tpYxZ5fte85JGkW8kUJYQWrkqamYNxd9xKEvaVxodk/P2i7HA2wkAGm69D2Z+QEnc0JQ/FQC6rdGG9pao2WtP1sH/ECENf+GUqzf7MOx/Iu+x69pijbyh8MoSneGmxaAhYQODpsEhAwFv3ktYOgSQng7X4vDvvPZDLdXV3ssSRJK2LzqNm/uKArd+3evTuRSLS3tzsZwFc6HAHg4ArGRdAAuFocQfW91zHu/CbSfVIV55sUOLgsyFgaBbp84/6mJr8USCc1f/7XjM6xP+6Ha71rRucw3H/3rj/4+g+fu36omB89m3OTcZ/7xDtulCmv8hdx10MP7P35/uTgkLqw6/EiPycv8Nc3SRXuL/z+vYmuN/Z3vymvnbNdYm3Nkn215IRaSVg+LvNnrQzCVhb75ycVB1P52KF+UCErgNMv9VUYrnZ0cNeDv5s4ndm//yVIkYbJ2fHxQW8BrspAWwZdvnEAX/ijjya7zzz18q9bU5MAuldGAbSeHOyOVKOq5r62thfPvD2WHGTvLOHO+JMpAtK5sgEWtB7AQYl6/L4//sPfH0sOHt6z76BEqfVgqlbYhHI4xKdcFVDlKQ8F/Kp9j7j2z/YCsJcBurV/3ekEqO8cu2Yy/24AF0UAQPMhMys8b82Y8wCIUWEaKT4vElrKOHfrF7b2dw8O8HqaBrzmG/urYwWYsX8Gy+9eOrV9RLOYor4oYZfJKy2J+VTwDMYiTbfUyQGBSQ8AfbqwfdFPpeYPSjX8WkTPTzKZBBCLxXSPLzK2PPQigN27d7e3tzvU8SqAIwAcXNm4OBrgKggFACBAXe9K9vhNpE9LVZxKy/+ta+zyjfulwGf++KFDe57Zf6YXoAiE147OUeBIrQfALaNzAI7UemtjS6f6+284V6TAkVrv9GyWSNGcmwgMg+763dsf/cnzY94AoBTJEQUAAGDXQx9ODIwLAoDI1zo0AEJQ12TOqow/XOahgJK3pOSQkmNsBijhCKaLPKxwe1RJADCOBCiQSSEc2bL2xnjrjbv/+fsuoGnOOzgzFPBWy33dpsah1PzJHHubLfy3ZtDtGwfQlqthGcA73v8ehCOsKa/s+VHSADZkiJH0Q8uPe6Le6mjtfW1th/fsMw4wjQxYhQIg0HT2Og9J8EuBz+x8YNcnPvjeGz6iW9fXqQJTmLY1EHOXzRIDNC9hcQXA+ZjyTc4iuMz5PmEtX2TMRIkbCArTit+b9wyWcfO9rf/w9//t05/+sg37Z+h1T47WVG7OuIy7zL97iowB8OyqJfpj5tuj1xTzr+AZDOSbtrQGYxHUN7JoQImMYQDD/dsylezhRWP/OrBowJaLnn3L2X8ikXDMP1cHHAHg4GqAIwPmhbrelexr/0tpRiMAQLuWhVrPjMV3PXRy/6Gn3jrZcibDCoke9k0gIK1hSsA3iYBUE10CYGJwhP3Jz7lddTnSV6XQFa8PczmppqoiN5Uq+AAgn5PL9rPet8zuD2xZtzredvPunx8AILuAoGgAXSjACGMoAEBwiSGP1IjyCNs8lv/1V2YyLD2oIToyVyoKM1AAmBgDsOX2TXItoMmst0hvnHbVTOffCBQBjQDo7z3BrP8AeHtgBo/fF4jWxqXok11dANZn5GRf+WqmxtfngjpOfFCiAGE0mgDdthoAljJAvu06Um6MDIzXS5/cflcoFn2pfQ/TDPNyBBmX/8WnVtydvwr7t5Z/BMvEIgsAC2zvHXlWmobbqyPTxLQ12LyQTv18+MVy2D/Da5KsRq1kgDizJfUviQsvAzA8EIxFmpQ2ArAtIcp9/zbs/0In+yaTyVPJ5EUWAFseejGRSOzevTsejzvOn6sGjgBwcJXg4mgAXBWOIMgagAKgwC+lWZbWydelmQA4mTgEgIosu64RAKsChID0xc9/6itf/ip73Daa+00gV6iR5JETGZbsG1tan3z7bU2vLq8PAOZymMigNoLhM7t2fijR/cb+7jdR36QXACjVatc8FLDEUJiUWOeX2mKBEYAyflepdiQRtkyMAYhFl6xYuXJ/91tuSgMDp24phHzDZ7siVQDacjUATt5YPZuZuOkcYUv+gJIGMDW+LlfDVtn9UuC6rhQU4svW/snUOID1uaC4nV9XpwRAboy1PN76QmZwJjO5JjkBgKZTByOV65VaUrCNDFDNAD4euqcsFLCzsfGRT/+1lX3IBqYawD7xl71A/hqtR16M5f/5ppgs/jWkU9/80WNN8ZaP3f2FEuvfBrzmG9ucC9nMTLWJwgvBgppzzf+QAQDBjetZGwHT2kGXlv3zHIBMJrMiFruYFiC29k8IcXz/VxkcAeDg6sFF0wBXRyiAAkt6Y1Ao/gvSLBcAbTveD+Dg3p9DKbkv2tWPLJNYSdC7dz3y9R8+t+pYHwB33bLXKmcA1Gen+q+/DulzbPyuP//jxMGj+1/cj4DEiloir6T6eSsYy9+y7ubksSOx1Wv3//IFNDSrZEakRnKBIOuiOgyyAalhnjfDmj4R273qIJ58jHlkIMjL/1SzUYnHRPLZm9Zt3H/4rWjf6fqJmZrpvK+gmbl15/YfHTpyY7dMdw5FqtblapBOHYpUsfo8B33joVj0zmU39CW6kU51Rio3pKYBIBxhi/2cAYukHwYN8Mszb9/w1hQ3dxlfXnkGIZ3diB8rC5UXP/vII5/+a1hnEdhAt/ZvlfgL4b3UvWTtmIu09j/fc5Ux2zyRTv18+EUA82b/JYvwmvUHEFV4+UY94DxkwPxyCeRMCSYA1Cqih3pu7xzpT3TDmv1fCOqfyWR4sm8mkzmVTAJobWsr85DzB6P+Dq5WOALAwdWGiykDXvrW8MU51+LCaD+v7V1RlCMA9EVp7j1t73Dfe8cLu78DgwAQcV18fXhF9MDen/NZPSi+LVWfDVagvhHn+gFsWXdLbG3b3u99Xz6mrhGZIUgNKrEmBHOz0drQtndt3vvcywLRJ1ryTTDcb6cB0oOgRkZS8vdtsfKAbUGVhGD+wHSXiHRqy9obkmcGB1PpRldozkUmxlMUaEtNIRzp8o23paZi8bYV92977MtfY324SDjCdZeMcGR5vDWRGcwce3tDahrhyEFflveCMDJgzRbmzE6nALzzsf/rG//7u2vOmZg95BdhiAwAsM8e1qoC2hP1+aXA6Z9+4303fAQL0gAwLP8bPUswvN+mMqB8/89lxf6FactAOrXrcw/fuuvB/kTPf/n0l8s5Qo2glcH+y1/4p+XrZiOnt+nRa3MIq1Zsmg7BNADkBurBWATp1D/8/X9jkYHda6+7aOwfQHdXV0iS+GJ/SfNPd1cXEwCLUibIYf9XPRwB4OAqxEXTALjSHEE23/YiqNS7goIWQePtD9256+Fv3/m5FxP7T0uVVsdeF19/3ZZ1B/b+PJ08ywisB/TN2uoCAaEYrvayYbse/sjenyeSZ89pmBUr9DmXAwCfH4Ts2nlfovtNORt4aMCkBJBcVIc5grR/vEVGsui/aecpAIzXIzcCU+gfG0CUVgBDffD4EG7Y0nIjxoZ/dfSk3xeITM2mx8+RyoA8g5IG8JmdDzz25a+hqmZdBgA55MsC2JALdvqyqKphVLj3xqrsuSkAGzKsaA9gsdiviRIA8uNwZHm8tTne9vTjP0mOjJssmZvRQa3/R0P6Ya0K3rwp7PH7vrdmQ/u//gylsgh091QZUyK52fhennBPpWuq2E24WGV/5KMXnf6XO6HC/ss0/WtCVPbV+hepPZ/dd5hzeuVK5NQIWK/3s7UDXY4Er4xkdQrIbYC3jXia4q0PvPj3u9au1A28oI7//YmE6PZh6b+tbW2m5J7Jg9a2tlPJ5PnLAIf9XwtwBICDqxMXUwNcVo4gnZvEdLvt4ZSFAh59+9QLu7/zy/bv8CrX7J/TGGeSoDkz1SdVvW/XIyf2HzqeOMhTCObcrjkXGfN7Tkl+duCuhz+SOHR0/8Fjqk+GXRkhcHtRG2VbtrTdHG+7ae++3yRToyDQNASAMp6B7WJ/uWXCEdW+SjqP11w+FkDYbH5gxdn4MCYDJsdQHYxFluy4+/bd//qfvmy6cq7YMobDQXnYRH4q4Kliab79fWfF3F8AREnk7ZQoAdlx37Yfvfra5GCa7d2Q4aRfYeG+sY25ELuTNByRnwIADkgUwMYMaY63NMfbvvroXuiCBr4sqoKWZnqBDvIbYe8XOhqr9kuB67tS4l4IeQXC4aqLREPcDQzVmOdgBJMBGzO4OGv/bI4Lsv5vf23pFABm+i8/5RfsLqdTBKVsP4vXmbvE13e+tYOsKiDZyIB0atXI5CqEKIDfmfzTn76sEwAXId8XQsVPlgZgagHi7J8xfuYXEqMH5cOh/tcOHAHg4GrGNRUKWNxv8t+/ffJk4tAvd3/ncP/Tgd4majb/+KrT121ZLzXf+Z1HfyBegBvFN2oD2Qp30YUCcb1n/er4ult2f/s/lP2crRG17E99I0B2bH8XgL3PvSIP4I2BOXRZAWxJrzYK9fRlKx12AfP6ASSaf0qdwWpmxfLAXjsbxoxA4iGTGb/X+xcPf7T9X//zxqGJPu9cZb7QmgEg9wFoy9Ucifqqg96x5CDP/eWFfZgGYAmvFVLgMzs//NVH97K+wozc03SKKA4fhCMHzEg/v5YDEmWTvNz+Pd0ACmppprddDO6UqLgwL6qC5fHWJ7q6UMo+ZE7oLTgokY8iNom/BMT42i1Gni8ukPkHZbD/hZv+L/zCvxEL+Vmbd+2gAfmBKAPSqTuWng4euQ5AxuD7v9DUn0PM/QVguvzP24Sdv/nHYf/XFBwB4OAqx8XUAADOdfde/FDARfgOs79/BVAA1b1NcpoqKIC/oS8/v/tbz7V/+2WpAKA5M+UBfaUpPOP1XDc8/pvrlqBQ3PXIRxOHju4/eFSeTubxXACAEf0tbTfF225KdL+5v+ctmclMT2Ayg/pm5ULMiBNXBfobMS8xcKHvoy77EYBxCZiILQL8c5PRcHAwPUuBWw+/WQDxFuTai12RqrbUFIAt7Tsf+/p/rMvVIH3uUKRyfS5IgIOKEQgA0ueWx1ub462/af8eAQ5E/BtTskyVHyukTcd99U99Y5//y8/1Jbr7Et18r+l49qkoMzKgu+VcBiyPty6Pt31jz49mMhPly4BOIcNBe1uVARJQKvH3uHuSOYJsZMDl5vzRzG6xfdcnP3jrrgcBzGvhH1hkx79+5kLepjUBA/+QzCdp2IzTl3/I5cH+GTKZDGP/Vsv5fMBYJnM+NYIc9n+twREADq4JXAWOIGr2p/2SfHu5GKCgVb1N72t/hII+3/7tonxJFIALtAD8NlToD1YA5Lo7N7y497EVze8E0CdVmggAZcuW971X1QDTkwBQFdC8dHP6xObR3g9q8sga9MLcTcMliWEEueYpFVICVA0Q880xC1DFXKHgImtnq04WRhnv53nAW9p3/uqxZ2SKBnIoUrk+NS3fynCUeTaa463N8Va2eG+12M/unZH0c2sQwhHNPNrDbZ7CSLgtCCVPG+BxAKYBZjMTugpCsHYQnXBPZWoq7U3/RhlgzPq1CQWcB32/sNRfPodxk1Lo89Of/jKAxWT/coevBbL/7SNeobuZZvXdMk93eIDWNZarBBYmA9we5vyBgf1fZOpvBZtSPwvuEuCw/2sQllUdHDi4mrDtMxfv161CCjS0rtr8Ef9iTcjXhKnhf5cELhAXiBcuH9z5VWeP9f3n3bv+4O72R1bF1/MxBRAKTC2p91dKgYqa/ScGATzc/qd9zctQE0ZNGEGFMWjXIPb/8oXk4HC89R2YnkRlNSoD+tdpsmZB5O3M/CL/T6RbwkZLLLopo9RbpLs8ohzFHijEq2JmFuFIfkk0XekF0LUy0rVSZmNdkSrGzA5Fqg5Fqkg4AuBgpJId2Okb64z4KYBwZM8zv0I4ItO4qiCn5psyBMABiXZIlACbMmRThhzwjREA6dTG1MwB3xibDYDRMbIxQzaePKd5miEHJMrZMyPQnZLm5naujFi5dEg6teHkOTb0dKL7dKLrMzsfuK+t7aBEeXBgfYbITQ8AABsyhAjC4LpClTQ+zZ+avqUbMnIiBG8IYByoey3qFZpNWA7IhWf/xstrjLfc+oWtPx9+8dsDfWzhfx7sP52SbT8Xhv2/f8QL4P2ZSpmdc7LOTso38u3KGcnwAIYH+Iu1e1PqGvWTi1Mp8+gOufzZP6v2A8H8w8FzAMqfcMtDLzrs/9qEEwFwcA3hItuBULYjyHR1H5eO4p8PmE1oDkUPiiNnYjMe11iF5xc3Neza8eEt61bf9SftALO/u9QIgMvVfKqvT6rkNGnXp+5Npkb2PveyUgsItkEACwJAuOVG8y8sniubTbdbvUXiVGbrkuJxag1Qorx2doTW40CBodOob97SckO85cbHvvnEbG7cny+2ZtAlqROzvr9SLJpJDvKNvN0vAWGOf1QF729reyFzdiyZ2iSsZ3dIFIoAANDhG9skLPaLhu8OYS38jvZPqREA67VhvUFImY0HWcytOGYTrtm5LRSLHt6zbyw5eNCXXZ8LWp3XtKuxfasvdhklHf8HtPdqvrhwdn/tWTRojLc0tUYB9HcPYr6r/rjAth+rmVlWj26XaZNj26V90xUCyrh+XSMVU5mHByhA6hqpcm13LO0LHrkOoCL7v0yoPwePABjX++0rBRnhUP9rGY4AcHDN4SLLAHtHkO7rRyy2X9GYdmPG4269be3nv/VE4uDR3d/5Yeb1nwDonl0N4oKLAC5ZCRBXczLZJ1Vtab0p3vqORM9bSntgaBmOjlPZEywKKGLA5Laa3elyfxWthxnfV6pIATHtQdUMVKMfKDCZkaorv/DJ+5/6n9+fc5H6iRxj/21MBkyNA/DULglEazPH3gaUHsDqCdV7UiEF/FL1DV3nDtiQfo5wBEZ5oDy9vf1TahqAYCUyQTql5hvoK4SaywArg/4723eMHeo+smcfUyY0HIGFHVxWCOWZ/hkIcEACSsmABWuAC8v+h/tR16Q7wc07t7Lq9f2JnoHuQfMD7VFGvu/7R7zPLIz9L2KisE0BHwV64W6mMaiiMVaNTK6CdJmzfxGM7oum//2JhCRJ9s3COBz2f43DEQAOrkVc/FCAsUbQNfvFS1d6T4Yr034PoFDtYhGEdOdbQLgSIFuaQ/GWdyR63trf8yYvE6TOQrR6oDSU+03IeYQC+Eq/zVHap4RPxX3mTAC4ACrnLYh7+Ukp3XH3bc/tf3l4eOw95/IFAOlUV6SqLVfDGFhXpCq+7IbWe9c99vX/ALAuFzwk5P4qecChTolWSIEKX/Edb8lma4H3i/eNGpmZMUqw8/c/AuDonueMCQMqhCXe4+7J6wvVhjuk3iNTDQAtZe8Kznz2ofv6us+eTnSzYp3mhD6douFIOY5/DpGd2+sZ5onqiPg32Wge2/ktMdw/v261DHIDrDxb1W6MtwRjUda2tv+J5wEsnPqjxMI/s+7Mm/1fsDJBJjLAvtWXFupnMZ3aPuIFkFnTy9j/5Uz9OVgQQJKkkCSxBw77d1AmHAHg4BrFxdcAUBxBzlcOOhnAQSmA7uI6lh2761P3YORsouet/T1vAdDUA51fEEA9gdl4m4V8ff6B+q8x59j0DMWikOUsPGA6p1hUR1JhCgqA7rj7NgA//u6/3Uyl6sEB8fTsxUuxaOvO7fvb9wjaAry458FI5YZciKRTa3Zu+49Dh1efLhAlV5i/BnkqjT9H87o6JLqJ23iA5vu3NsVbX2n/Hh9hUjNUYNKsoo5OJBizre1DAbySaV+i63Sim23REXqr+j9WpyC6f63pKSk1wBT8HSmBdGrbiGefNG2iAdIpFObMtUE6tetzDwNo2tLaFG/Z/eg3AfQfHQYw8MTz87pO/Rkv3ML/gq+qHGgL+KjnKhUi4B/E7b2j7MGVxf4ZWNV/AGUW/neovwMGRwA4uKZx8WUAcwR1Xx5dwy45zGUAAEq76QYQ8sLffynecuN1H3womRqRd3EZsOAggOVRZYYCqDBWCCzIG4r6aVXDj8D+xWNN4gp0VV34E5uv+9Y//YgSNGemq3IFls5L03xll8TibbF4myIAoFQREl8bAbB25zYAR/bs0wdQwpHXfGOoqtmccUE1IQkvNp0C0BHxb1KqhTbHW3UCAGZr5zbVgaxqLRnX6XVbjsQCfql6Q4aMJQdNx59wT11XqDKd3DinfeMwEYTHTOaD0gIgnQKwbcTDBmka2crJtZ5b2z/17a5XUdcYjEUBMGMPgF1/8jCA3d//WX+iG8B4MpVNpswN9GXiwi38Y7FtPzawSSGAiQwwY//HiyheQdR/AXDYvwMORwA4uNZxSUIBY5e6a9hlBUsZANKNDS/83Z/HW250bbxH3SxnBs9XADAsSAbYaQDTo8QlZk79obJ/Sk0umc+RTsUi4R3vuy3xPx73FIrs9MVwBEoXsNZcACC9y70PrFvT/dQhAhzyja9PTYMt/CuVQNlZ73jsv2aTg3t+8EMAm3IhgHRIxU0ZFz9/h1QEsCmjFoWj6UFZDoQjHb4xVAVZHIAJgJfbv6eGCSy4Y7klQTnM5tGx/DduCtOp8ZtP560G2BmEtIeIHX8PSNQqAUC4RfPIASif/d/W/qmmLS1N8Va2efej34THw/g9x+5Hv5lNplDfmD3UAwDhBpnxLxbKY//lUX9tEhOzmYUbhLASEdJdbK10iwuDDOCfXmb7gcP+HVx7cASAAweXRgMAONfd64QCOKxkQCxa98TefYmet+76v/7XC//zz+56+EsAQAjqmhbkAkJ5GsDM4WPlCLKEyMPF3N+i9lQCbaJAOlUzm//Y9tsJpc+9+MYNI5OMfbZlACYAqmoAtGZo73IfqaqZGBxdl8Eh3ziqatZnCHP/k6rghgxhNfI//6c7Xm7/3gHfGKqCABj115F+zdN0CgDV8DaZAX+orY1FAADQMojjgYifBwfOo2ewfEgoRNbs3MaSAcS9KJVFoANJn9Ody2hkMn6YOhQNYy8DSvj+06ldn3tYJP1//tffySp1nDitN/J7Mjwwj2L2ZSJ9DqAIM75r9mE2sf2YvDqR3XOwVtOm3zTj90p/0gsUMVBkAGV3Usv+133I51B/B9cUHAHgwIGMSyIDHEeQDqYyIBape+J7+xI9b8Vbbkz0vLXjw5/tk6oAQ1ZAubD40TPJD7YYXCI/WJiQX5ucA1DUDtO6f9IpUCAcWRGpjVUUejrf3pQBBQpKjcu2DChotyQfLsWiM5mJmcyEeM6J/FSNR8673ZAhoVi0UyqyGqCcwmJqfFMu1CEViZb0y1Dol86u0yFR5sV/pf17ikgoYRkXmJx6y0zdPvaRgc5I5YbUNMKR5fHW5njbkT37xpKaJFddDoCN0uA5D0boQgGmnyd7O5A9+29qjf7Ljx4FwBpyZcteyC//k13+ZMRMdFHxobrwLyaNlHFJZTv+NadjUzKHm2kKb3ltg0tjeAAAdXsc9u/gGocjABw4UHGpQgGOI0gHi2gAkVp//8X/+WcaDSAXCJIHzOck1jLAcmf5v5acCoqefJH9U81gMNpEIUUAPPzeze4i/cGPf+4r0A0ZQuXmwPSQBEyNt+YC3RKhU+NSLBpfdsNTXV2YGl+XqzkkAQCmxjfkggflx9mdv/+RYCz61Uf3Yiq7KRfqkCgrIbqZsVi22qowttd8Y5u17FaXEsBzAER6Z7wpFhV1KB9szNm17wxwwj0FgFn81ygpDcZhuvOZKg27cp/K2rP5CFteW5L6N8Vbdv3Jw5/+9Jf7yyvJf0FIP98wz3xfM3Vrd6zd5IaqR0IdnkGEo/IGnWmHX/D51fzhZ+S+/+v+qp9VT7pa4bB/B1ZwBIADBxpcKg0AxxFkwIlw5clwpbjl0L5OFgcA4Hr/Hzf39srtw3QaQC6SaFFExQRmP4NqXq+5ccHsEPEfgRNS3cK/Fmw1fUnUky+Ep+ce+MAdkcb6ff/vD6pzBRelByRKQddnCAVFOnUoUtWammTHJW+9Pvbb4wSkK1K1LlfDlrcPRio35IIE6PRlAbDCnUe+8rhoTO+I+DcrFfp1pF/0AlHxladTAG754oOvHO558/hZnQ1Gd28sK4SCIp1i2czG21AyD5g9vUuKrtm5jVcEsueyotJgd8D82gy01eStsj6RPfu/7Qtb50X9zc++QBjaDy+m49/k2JK6AuEIhvsBiN9Ng51M+UDxLmDitFwbmHYHKyUDqOD8cdi/g2sZjgBw4MAEl0oGOI4gI3Qy4NC+TvbA9f4/Bkhz79tKKAByrwBGJmqjGOoDsJAi64DK+onLsF2EFVVjXX4NFYF08wu8Jzg7tzwz07rp5lXvWtOf6O5LdFN2snSqM+Jfl5qG0jKAPZBi0bad70+0fxea9AI56Zgoj1nvXn1Kspb32+QDMNXBL/KWnVsB7HlyH8ys8CVlgBgZMC8HZGCQphrg/rbW5njbb9r3wj7x14TWE9MLM/YrsMoBME0AsBEAz7z97/2J7j//6+9cRLePtVGnTIJuM8Bq7wKO5TJAbRStgy05mWfNH3nGa4b9O9TfQUk4AsCBA3NcwlDAbGbiV98avlRnvzwhygCmAdZt39hNNsvUd0j5w+9hnEDIvj0vGWCATekhWpxfUjKrtCMzGArgFin0wAfueKX9cbaFLYtS3hdAeAAgFIu2fXFH4gt/Aw3v19QcDcWia3ZuZTm7CEc6fFnmXzcmAcOQB/xaxL85NUOhaRB2e/unssnBo3uegzUhFv+iHJAoprKiHciyJGipPGBMqWv5nRJCschdUpS3BYCpfUi/ok+s9sLQssA8AcAsD9iS/adTAFZ/8cFje54zH6DFeVN/WU8S08BXOQS91ID3j3ifkaYAw7dpwbpiuB9ur4Wd7DyYiYUMcNi/AwciXKWHOHBwTWLbZy7Zb2iFFLj7S7HNH/Ffqgu4DHFdevq9J0ZXpqcBrNu24dF/+DwobaWvtdLXAKC+sTkzBUDk0wBAqUxW2HLj+YAoE1LFk4+i8j8KUCXNl//PGumUbHcORwBsWbvKVURrMPTAB+4Y6Tsnn0fJyiUCv2eCQZ46HAHQHalmj7siVYciVRSUhiMHI5Vs+PL77/7WE7+g4Yh8W6pqDkhFdvimjGtTxtUhFRnvZ1tYegBjbJtzodciFSSsz4w8qtDZTSfPYSprep+I8jI3njynSwZgDJvJACJUR+qMVJJwlGhvIr/rG05qls83ZHCXFH0hM3gkFmBPN2TQKaklgACcqKvplEQzlpb9G3B9oXpjhhyQ6AGJWr15mzJEJ3hs2P+2EU9wXUswFlm9c6vFfHyS82T/RGb/4QgJR1DXhOF+zQe+zOV5m9X9dArhyDOralHXpJlf2WU3s82p65p0u4jpw/mirlGm/lwJpFMO+3fgQAcnAuDAQQlc2lCA4wgy4uCyoCY/mLi6XZtlxjDUr+QDGAiEwXlcGtz6b+r7WAA49ZSLbIJQ/NUntv/iJ79634fek02mju15TqH+6k+zGgEIRyhwSKLrMgjFoq07tz/26B550JRcHpQ9JgCqgjvu2/ajV1+bHEwrtJWRb63hh5W1MasCxLQBXxQPxqK38HhC2SvKVn9gdInClmkD1ie6o/1T39jz49kzZ/g8vNuAaQ8y0/OaXJh9yX/hevRRBWHAthHPK+9bvXrn1lfleI4dzpP9m9bzAZQPvHaJXY8FRwbKnHyhjcloYQ4wc/LMd07mFAK2XQPs36H+DuYFRwA4cFAal1ADwHEEmUFfJogQENJNbgXQ/PZbfeEq1DUuUAOUIP3zKIhiuGgNl6LA+29aeev6d7z9myMjz3eJubZUsMewUpudEl2fgbILhyTqlwKf2fmAKgAETLhpTcEFIBSLjCVTbGEbSgcAAKwRmHpJIjR+DEpAXpOrhZLVO7cGY9FX2r9XojOugTKa/I0pr30YbPl6c7y1uTX6srYkkXESkzktc5RlECuDk/ayTZf/e92Tn31zhrF/puisziKebmEg2jQSExhK7mhQkkyXXN1fcEqA7UnVNHH5C9vIdwEmRUILcLnTZ3mR0CJcLrHVRjq1fcTLPoQO+3fggMMRAA4clItLKwOcUqFGGGSAq9t1q/x4uN9cA8BWBsj+m8Vb8pcvVEv9XaRmeu69a65v23Rzf6JbLg6jcHEKFh9Ah29sYy4klM+nFNiQkfn0WzeFAax6YxRKe+C2XA2ALkmuBNod9QaitWPH3t7Iff++7KZciJgZYMTLEyFrAF9mUy7EMoDtEwDsmR9lhD41My9aaVO3547H/mtfortP6AumHmUbYbDXAHxrh0RZ+VT1aakEgF73JIB7HrwfwCKwf0559Wvh1gv/5WAxUgLAFulhlhJQ5rGmuQpC1IgC/pmTsxPeSml2ajzgWtLgctO5Obe0bGKsJ+OrmqO1Tfmcuzb09rqOyI13nv72WwEQBNukkbckWgQFWdV7YiVqa5vHRvqktf9rqEIKWF7VlQyH/TtYABwB4MDBPHDJQwGOI8gIjQzgoQCC5rff6pOqzIm+qQawJP3mgqDs69PwIRelDRO5z3zmXgAy+9cychqO8JL5jKduUFJmD0qgAAsFvLt9x6kn9p3qPsuDBghHGCk8FKlanwtKIbJ257avfv0/NsqkX5Pe2hHxb1IqgXb4xlBVIyYEa64nPUhAgutaREMLBTWy4Q7fWG3Boyuno8Nx9+SokGtrf684TLw9vjFUBe9va2uOt77MXEllz1OODOBpDB0R/yZNmVQ1D9gqAaAp3vLLzNlsMmV1S01OZArxVWhqXF549l++NtB9lewntzlW2FURzE1nKwho7fVjwWVTw29KdbVHJrHK5aaVdTOjvcGGNaOjvaEqetztLU6O1tS/0zf8lhRaPg5Kpob8S8LHRk/UjJxYspaObtk4d6azruX3e8/Vr/QGasyu6YqHw/4dLAyOAHDgYH64tBoAjgywgFYGuLpdt77wt1/Y/f1n9r/wgqULYrgfIDKpWtwlf/ma9Av/0lTurltWtdx6c3+ie0BZ+Fd/gtViiGq1H50GYOQsGCItO7e91L6XD9ZeNzkYqbyrMrR257bfKDVAhbpIchlQoiX9xrpAjPrLVUpjEZ2jnZmUdHYgxu8tDfTquSwW9W1554GI37io//k/3aEPAtjOo2v3a5QWDPYMm0UGNuck4y52o/oT3f1PPF8OQTe/U5bO+wGCMpz3Nh0wzr8SqPmFKSkBwAdGvD8vo1hQY7wFQE11HgA8nuC6FsuTAoXJJCGgFJhLTqf6SP6Eyw0QFPMoFojLTYkbtAAoXwZ3pn92svJP7xioqp8debsmteR6uCWb+a9QONTfwfnAEQAOHCwEl1wGOI4gU6gygJBDzx4AkDj8tp0MYAur9caq4efH/tVkX77wjw+8I7Zh400AZPYvUn8Y82WFn+Z06kDEv0FuBQAAa3duA9CjdsOlFDgUqVqXmkI4QkAO+rIev++zf/aZX7fvPejLAtiYCzFru7h0bdUBgBoY8OqdWwF6bM/zzBTErkpXJJTDpmS++vIMXFxXiFMDa2J6OFbtl6pv6DrHt+imLWce09yDcvIcjEEAVvPn2Fcet7pgHUwu1PLFEoIybP0wb7a1OLafeR0uVPpvjLfUrGsx+u+Lk0kAkwNnKYU/NEfcxcKs211RkOk+AMBVFePj3dUx8fDCZBLA3NB+9kD8ynzpztPs4euZNuKVLC/7ioXD/h2cJxwB4MDBAnHJNYATCrACkwEv7O9OHH47vvYGALu//8zux75hwpwY/xrSyQAltzI/h3ozsjUfJkRdrm3viN2+7kYo1J9CUAjQUy6hgqk6m7gxtK517b1th/fsG0sOdkYq16em2QwHJQpgfYYAOOjLemqXBKK1Y8kUprKoCgLYmCE8vXWzWdsv3VUxrs/+e1v7g6+2P863IJ0iIAg3WP39KJEozF/X+eUBM9zxhW193YNiEMAybcCWkYsnKicP2Mj+g7HI6ntbX21/vHxzjn4Ky4skJoPtj+WVQFmzLcDOeY/z1gbaAY3xlppYJKgs8CMcySZTuZE+f3gWuZMoEsydcHmL8rFWFzbUj/omJR1e3cxkgLtqhYs9UFQBkwGNv9h13wMjAHwN8Z6Tlpd8RcNh/w7OH44AcOBg4bjkGgCODLDG2h3bd/zfX9/9/WcA7PrE+wEkDr991188po4Q+ZSsAfR2ZHOLM0xKkegODE/PTXndH9t2WyxSC77qD5XQE2DbiPfZVbW6yxZWMQepbks4AtA1O7c98fJL2eTg+lyw05dFVZD1wGJzdioy4JAkVwHiAgAAS2nVaQCZOCoX/5pvbJPScgsAAeH+HwpK0ucA0HADo7+qJDC7CZYQxhj/Ahnbh1kGB9IpAM33bzVmAsyv+I/FNRtlQIdvDFVBqzzg1fe2Ajj2lElSsik0l1L6vhFLAVCy2RbDhYwM7PrkB7/V38eMPQzTqYGx4+eQPpcvvF57fZYWkZ91V9TkiwWzmdmFUcN3cKifAqhv0nxQDDYnd3XMVbXCXR17x9niJ3Z9DkA6cedVyf4d6u9gseAIAAcOzheXgwxwHEFWWLtj+4p7/2z395+Jr71hS8uqEz/52UuzM/vPTiXPjRrGEgz1w2MwWPP8S30Ko5iXqVKWu9ZcH5rJt2y+GUDf/p4CIcMvdBWgWct//4j3GQP1Z1DiA2oaAJQcXwCsue839vx4NjMBJSFY1wq3U0kbeFf7jq9++WsANuRCnRJlfbvkhfn0OYQjSA8CIOHoa76xzQrhpmpYQCacrP7PsT3PW3NBTbyi5Po3cyJpXjLHfFw6qApuzJDmeKtlKnAZBYXsCxMRQzRD1w+YdwMIhrD6iw+WU/ifz2xzqcbhdux/vtU8BXMOsPDIQGNrBIDo7Rk+eMDlphP9g3Pp0/U3Z3xzA3+x9fTf/OdSNn/pN3qoHwA8Xr6L8o3iBZuJc5pOvTN6+vab4WuIV9+y65X/3G112VcuHPbvYBHhCAAHDhYBl4MGAHCuu9cJBZhi7Y7tyZX37P7Bz7esvWHXJz6w/5cvoL4xmRpNnhvZf7gXQGnT//CASVsitt3jDU3Pve9ddyxprl+6rA5ANpkaT6Zktw9DepA/NF345+A9gFUNIKyUr9m5NRSL/qZ9L+96yzTAQUl9zMMU72rf8Zv2vZ2Ryg2pGfbyDmiL/2xKzSAcZcEDwQtEoV35vr39U9nk4J4f/JBUBXnCgLj2T0Aoe4FlW1+MBhvVGWWbwguBwfPIwB3tn9KkAtvOo4sw2NUCsp6HXz8XAEdvCj3ysXvm3fmr3Ho+ZgLgfBbvTSMDKKuej2zvCcl7hzo6K8Ozmdd/OzflqYlOhWIzxTxQRPGcIDyG+6k4f9n9vNRv0FC/SfYzjxt4vH+umP59DfFw/MX9370sfpMXEQ77d7C4cASAAweLg8tEAziOIBsUb17+aKEVAAhimNzSckPslrVsVzI1CiB5bvRUatQsOKDHlrWrAMQaamORWs5mmMlHtvoA0C7nA9huvfAP6Oz+jKNnRCdMMBZds3NrX6L7dKIbQKdvDMD6XJBAoGvpFGWMHPRd7Tt+0/49KA3MiDIA4YhcDFTDwolu4Z8Xwby9/VOsAbDoHeLUH3K9IBNDvz2MGqDXJg9Ygam3p0IKfGbnh3kQoETagBm1Nc89SM3we2U+j9AUbPXOrT989bdTg+mS1T/VCedRzdMgAM4zZ9d0gC4yAIhOm8Z4i+zwSacm+s9mRlzZ5DmSOx6OjUvLJ6nQesv02ijK6x+shTEBwARD/V+6+ywbcmwoJiYNXzVw2L+DRYcjABw4WEw4MuAyR7rSd3JJdaL6XQBwrg9A7Ja1KyJLYg21AJhfv3ycGxg6c/RYYGqm2HsmM+E1GcFK5TDo6/zoR7J/+ZI/FCsOZ6Vrdm4NxqKM02sKDRl7e4UjXcHpzz5032/avyf3B1DmPKCl3abl/DflQpzDBWPRW3ZufUUw2CgygOUAgAC97qk/fnP6uVVL5v3nxMBBzSuEGmCs6B+KRe6SlvIggE37sDIjA+Ik5ZDv29s/1Z/ofqKrC9pqqkZoBFu5IPOQDec5QFvDqnHNksYtLSxFfrSnY+7M8LnfHqzdWBlqmsjPeApzrkDDbDGvPdy8qdxCUI4A+FJbx1XM/h3q7+ACwREADhwsMi4TDQAnMcAaJ2oDT9bfCcgaAACv9sOUAIAVkdrKucK0z+PLF/IuUnS5ArP5QC4/eGakSFB460zt2f4CiA/FXHipVW6lzP55RSDTqzFUBNIOk1tuvVdaesvOrS+3f09fP1Q4ttM3tkFZtD4UnK6O1t741jS0bJgYXOwwkH7R9W4UANDa4ll4wa6Ip82rtim0X44MEFb6m+Otzw2emhxM2/T54mkD5V/SAcO9gkWNIxYnIayEVKmld2I4USkoAuBCV/NUBqjr/UBf4nDujVe8nrdrb5xyeymKQHGOUvUDX/LaSvOMdEpXdIuaPDI56kt3nnbYvwMHC4AjABw4WHxcPhrACQVYIV3p++7ybXC7Kmfy0+kBX6E4u2wFgJqZ/ITf484XV5xMLpmaOxn0xrxLxn3uAiH1U7kl03MFpQo+YOA6QjskwcnTwB/qf211K/eWOoF2+MY+/5efyyYHj3zlcd2Yzoh/g5LD2ilQXlYgfyyZYlvEjlfc/yOT2nQKvDdwOAJtWKA53toUb1UFQClbPEp1ALCfhA/o0Lb9KjkDSwX+6qN7+ctkD3R2IEvHf3ntw8ysUwCXSV/4OwBEnqd0uaF5NpsgxJ67L4Y2aIy3NN5/N4BsMjV19sxcaj8IZsd8lbWz4cDr8HrUGXRpA0zVmPUgK4v9hyNysq+iAdS08rxljrLD/h04WDAcAeDAwYWCIwMuc6QrfelqX35ozcsrwkuPv53xeylBQ2V9kmajE7kVmWmP1HCu2hc9dSIPUk5yJKDPraSApYuhdCsAdWRzvKVJKHRzIOLfmJqhBtIv75UogJ33bfvhq69NDqYBMGcLUVrYbsyFiC3pZ2BbPtTWpgqA8oh7OS20LAcAcohj/kSWpwLLpN/6XHoHUXmRAd1u8Y4xAfDVL39NfO36RgFm11OuBkinAFIiIcEwefkDGuMtja0Rtvfsr7tO/eJY9ZIpacVEeGXW5abuChRmLTSSInrlPBNDQSE5Dab8QkOKDJAPDEdADWIDQDr1pbtOM/5y9bF/h/o7uAhwBIADBxcQl48GgOMIsgB1uftyG7ckR1/1ZgZCldX54hkpsNQjaX4ZhaV9oAyaBZ3jX6sBLBb+NVcljGyOtzbFW9QqN+GIkbAaPfFVQc9H73rv0a883hHxQ63+qVEdxqr2+rL3Eq3wFT/+gfcfLae1bTneklKTiO4aqz9OVqv4cj3QL/wdmEaybR9mTBQus32YXgYoF8wsQEYdxRsn21QaLQH1WDUKYX+R+r2wrOfTGG9hA/q6z82Nnva43l6yKpufcc9OeAP10/LJyrMVqRemOOI0lZ3m1YJgqJ96vJAsI2xfuus0M9g57N+Bg4XBEQAOHFxYXFYaAI4MMIMXZFnvKoA8I00BcNc1Fq38Gwvpb6U1M1sv/OvA6oEGY5Fbdm59pf1xgOpmNpJ+/jQUIkbjvtV5jaRffZpO3bJzG4Cje/aVT9ytcNw9CeD6QrX9MPEC7DUAtHy9Od7a3Bp9+bF9sM9JKDsyYLoFFpZ3lgTcl+g2S7HI1hY8q6xf+HzW9YnNNVjOoDhzqHLssnhLU7wFQGrfM/5gbuhA52yGSMvHwxslEKqfoTx1QYT5qVXBH7HQkPW0drm/6RRj/wCOOuzfgYOFwhEADhxcDFxWMsBxBBnhhqupdxUAAjwjTZl7Fcz8zepeaHgY1f2rjGHPt9u2AhArAt2yc2swFnnlsefEic01gCAtQmLmLnP4sKr/MCeLOtKv7ghHbtm59ZXDPcHOQeNRljNY47h7crSmquSwhdUCAvB2W8NMZnJtctJqgH3bL2Ae7cM2aefhAkB+CVpFdNw9la6ptKkONJ8y/2qdVr7uTjU7lC3pFOF1pRTm3ahQ//7E4eyrT0jLJ6TlE+5ohBZQTPXLE4nteOfzsS8XDvs3g8P+HVxMOALAgYOLhMtKA8CRAQYQkOW9NzAKxUIBJr5/o40B5jRIIwAE6s/q5ROrtW2tO2j1Fx/8h//+8PYbPqYdJBAkofy/OGLNzm0IN+z5wQ85B2VuH8gc3XB+Q1yCpwizNsB7ntyHMvh9mTKg3GH25fxhcueb460vZM6OJVO6wAgsQiX2s4kwjbeIL4HdqKN7nisZYbCSAfMv9BktMYBBmefW9k9iaGCo80A+sOL0j34pLR+Xlk8E19RoSvhD244Xtn2Cy4k8mB473G8qKuwr/6zqPXHfR0auSvbvUH8HFx+OAHDg4KLicpMBjiOIgwIuEDcICwXIGoD5/kWiI2oAC6Km8f9oqRjfZaIBtCNX79wajEW+9uheABv1lJGK49U5lQqenIxyqs19KdATUP0V8ocdSjKxbirYguUZl7ADlcwVhswv7f4+2aYCP9HVZZ8jAbNFffu6Q8a8AlEGyErpBz/cZB1hKFkktKwWAda+IM0AZcyuT37w2VVhAGdf6qoI5Qpv/WugMT877inMuauul/Ts3+osxo99mZEBQ7EgeZe25g94D2xWDNT4xgtr/8cybcQrWVz3lQeH/Tu4JHAEgAMHFxuXmwYAcK679xoPBYi/g17FDvSMNGXZtZRX+7EgahRAWmubERz8om0D0FD/XZ97ePe//qwp3tIUb+1PdPcnepR2YAJrl8fLE+iK+Xj8vj/+w4/zBACBuJMOqYipcQCbckEwMsrnsbAGVUfDH7lt89E9z8nnPe8035JjOhR3jc0fJxuyrqYCG05hlAEl7f7qNdtGBjZlCK+XaqOUSPpc6RYBC8y01tm3KIsP3Nr+SQB9icNDHQfCsfFwbKIiNFccKtWIwLbgj/yUre7DLCBmc6yx4A+A+iYqfiqGtHG2dAos6xcAddi/AweLA0cAOHBwCXAZaoBr1hFk+gvohmt57yoARzDSt+qGhcxZiltTHgTQsv99q2r7E91N8dZje57LJtVdHVJxU8ZlmkbMFAJnnMFY9IBUHEumDL2rJLb0DlD2GKCieDDFLfe2/cehw7d0n7F6ISrmWeTHCjxPwP6Pk2UtoNZoc7yVpQKbH8Xa/VpcrXnagG1kgJFpsWGCqQbo8GU3l1cg1TzIUmZkQBlza/uDAPoTPacTR4INk6GmiXBsnHioSNDnk3hgMaCMgFgJsII//CgqTAuh5g8c9u/AwWLCEQAOHFwyODLg0sL+t49rgDOrjncPLzUpX2jhb6aaVdgyGLOSpvkv//KX3x7oY6v+ViPVsxhm5jLglp1bg7HoVx/dK1tx0ufU6wFYOXmkUwg3AOS4e3K0ptLS2JNONcdbm+7f+orZgrr+8spjfvPKE1hAHvAB39jn//JzfUI+rsmlMth0/iq/fRjkFgHGlslqqzWAsPCLVQKA2ao5KTXA5EoAhCON8ZameOvU2TPFqSQmfzE77ptO+2qvG6cWb9P8cg8WFBCzgZrRYnTFDffD7ZXZP3AsffWwf4f6O7jkcASAAweXEpehBsC1kRhQzg+fJg4gVZosc1qUNpcnD0fsznMe7J/TLN3szOGz8/cfAMjRrzwusCrO8ZgmISyewOcwIeXKyyydBDz/dd9F1gCGFXrWBfmGrnOaccJ1HndPWlYjtY0MwFAkdKNK8eVWAJqp1LV2XmVVLwNe843ZRwZK23U4whG28J8+8ttC+sVAZJb7dJAx5+7lsv+S77JFXq897Ar+8KxfAA77d+BgseEIAAcOLjEuTw2AqzcxYF4/eVwDqDnBpbzRctVFm7MJpXtYPdBv/stffnugT+f5UUcyhCM2TJEq44W+AcLOcBSgHRIVSL+4IG3QAALba463BmMRlgNg0i3YN/Z/H8vvW7XE9KrsYW8H4q9oYb4jXT1QGNr9Wrb9MptNnMQYGeDz3MErgVqutRMAHVKRTo2Lb6VlcKB89h+OsE/RuY7OmTO/CsfGXR6qGROOWLUbIHySvCIX6kvXudIPsCkWZJEubF/u846lp++4GQB89fHuk5ZnvuLgsH8HlwkcAeDAwWWBy1MGXGWOoIX92HmEOMBpq3wAboGAeQ9gGVqX9mtSEcDn/nQHgNf3PDcmsn/dqr/CvWyYIjuZRgDIRYGCMFl+FjWASfl//lC0tkNra2Eos7S/6QXbFYMvM5/YYgBLBf7ql79m7+TRbbFrH2Z9zXwSdlKbPGCbrsD6d3ZBC//DXR1zQ4ngsinLaza+MnYicYyuPs+8IgPDhvxdQ8EfVdrlLTXDqpFJtvZ/NbF/h/o7uKzgCAAHDi4XXJ4aAFeLDDifXzoXSKz3BgBnVh3v0uUDMAg0SHsiajqG4422+vxMbs0bY5pjbH3qJhpAGL/6iw/+xwu/uOV0kRuqdeMF0s/I6KDaRkCpIiqeTiMALLhgmZYezdWWyhUu0QEAQKm6PXe0f8o0FbhkSVDL4IAtHT8Q8d9/x3ua460vt38PMGkUwIYRloNhAfn+z2fhH8Ct7Q9O9J8d733F53uzqjZXLGiH6eYh+knMz2Va80f45BMrkSYeaKj5Q+ub1KuiliY65vt32L8DBxcOll0JHThwcJGx7TOX6V+ICinQ0Lpq80f8l/pCFgh6fuwfQBE0ueptAMt6r2+rO7u89211Xzqlo1kC46OaMeGIjird2v7ge6Wla94YY6EAPlKdwYwCbsq4NmVcHb4xzdkBhCPBdS3BWGQu5zqgTEiAzRkXUXi/fPjJIYAgPcjYf4dvjF/bplyoQ6Ji0wDNK7W8JLIpQ+RLKoWOiL9jZYP9mE250HH35AHTyxDAOLpx2AHfGIC+7sE72j9lftRUVny6MUMOSFTn59FNe2Blg+X1pFMANuZCLO24Od7Kp9XcTBalCTdQq89jOrUpNSO+HTanA1T2P3zwwNjhH9QsOeIPKexf+WB86a7TGO5Xi+pA+VSKk5ieq65JJfHhiMzRlakY+ycAKczp5VddkzxYN219EwUw1A+qsH8+mE2bTrFi/6zev8P+HTi4oHAiAA4cXHa4bEMBuNISAxb3143HAY5g5LRUCZgtcxojAGa8+eadW4OxSH+ie4Cl/DJ5oIx8zTeGqprNrOinKSzSgln3gFfbH4d24Z9lAbMUApoeBEhHxL8pNc1yA2Bq7jcrb2+3xj//QkAwCxroXrLdGr9uGCvuqT2KNQXTlwOyWMsv2TO4nPZhzfHWUCxyhLVNUAZsSs0A+ptDRKko3D32xm22KhYENRukCFeVNLP8fWvy6RcDDbPFvHYY8KW7Tv/9oU2AmTOHnXwBVUeH+wlA3V75qMKcfNd0q/iFOVCZ9Gu6XoxaB1JYqy8AFL4Gh/07cHBh4QgABw4uR1zOGuBKcQRdiJ82rgEoSwu2SW2E0gjMQHc07N/C7fOawgL1r8K6IhCA1Tu3AjimsE812VSoTUTkFAWqI/2mCb6bcqGS5e0XWP3dYjbju6Zr12UOM05/QKIVUuAzOz/8skVlHtN5dO1+zVWBmdhgT+U2ZFrH1AGzdGdVAJjdQBMZIFw5+3jcHZxqfHdrzQ13zJ1L5Ib2i1P9n5erUFXze23aTws35wjsH1bdACzuEjEbQHXdAJR+XnIVKt7Z16Z+rsD+jw7FXFUx07NfWXCov4PLGY4AcODgMsXlrAFwecsA0x81Y5HxhcEFsqJXTgW20wDplGkfAJas+fqe57KHtOU+zfjWa4bEUHF8h28MVTV8bzAWWb1z66u8/o+xdYDM/mUhAEMHMQgedH5JxiRg4yGoCs47CZhfpF38ZP59qTQzEVYP9C5pKQ8ClGj3a3EuzVEGkaAbwMIOT7z8q42pGdYiAGb3zSYhGCxiwzWA9sIoSHXddE106oVC1F0R+v07/Dr2z4b9n64IAL0G4GdULkR/I2xvOLEYIL9rLBVeqFFLAMrb+oqvlFuSFM3gsH8HDi4yHAHgwMFljctcBlxuHQMuzs+ZqAGMrYKFzEj95dza/qD9wr8Rim/HfLzo89Es/9u2DiAAFRovqd6edAqArjewTgDIw/TL1fNJAuaTwN49BaRTW0fcz62qs5mmVJveweZ4W/P9W8UgQDlOHssLNlyzcVruO9LlAevuEgGxquuqrrJzhCMAiiBeXyHUPBGITi1p3eRriH/3h/9OM32/d8eUlZDQyACzeqD6dmPWL5ANIIa9pl862fnD0x1ML0+JSDjs34GDiw9HADhwcLnjMtcAuDxkgPGHjFjvWhR44WrStQnjvb0MfQDYwn9/onvgiec1s5RZ55ETd7PxHVLR4/f90R9+/NX2x42sUej5Jc6myUzVjtfwVCYAXm7/noaVml9GuTKgg9niLdqZcRx3T/7Rm9P2AsBYuJOCEhAKykruhNa13LJzmzETwN7Jo4Hg5LEVG/IwlgZg0zlhUy5k0xeMgXC7v+AFKsBVd91YZM1oRW2zP7Zj8ujukrJEvjCWYSKOMUYAymi5oLJ/wddv+f2yTHbW4EvrOgBQimNXBft3qL+DKwVOFSAHDi53XLbVgThCK6Lv+YO61rvzpYdeGFjxjPOv/2ODORT7V/UCWIMlgLKcGY4org9agv2XWelFAQlHqOIn0WFTxuXzFbNJtR5RR8TPJ9+UcXVIRV4FCOryPxHH88o8ckkfbS0gjfPb4rI3aavr2GBTLtSxssG81pCA6wvVX39H5XH3pP0YXQ0fAADt9GU7V0YQjowlU32JblaZR8TGk+dENm+sBaRBOAJgYy5kOUC5k6y6ajAWlV+pcjP5MF0ygFzTSXyD0imkU1S5z4z6MxngRnH0dPBs1xJPXbzQ/9ty2T/sjEb8jCUm0a39l/xqlcH+aTr1pbYOUIf9O3BwCeBEABw4uGJw+YcCLn5igPj7RSy2X1DwOICYD6Ccnar5vjrqbwPDknyve3K0pnKzUs/HOF51/1v3CzP2maLaFAWrQkDvlZbesnOrXRKweNnzSQXms5V8s+ZRCwjYmCEsCCAGBzTlgEpdqi7tuHTfAKXHMNsUjEX5HeOn48YqAvNXocu+MA56TSq6fcUPLh1bdteHvMWKyaO77V9FCZsZUf7Dh+Xn9A2A+Tza6/HWbwHgqY+rA/J51DfqjitMJgEUJ5NyioICqlQR/a93nmZPHfbvwMHFhyMAHDi4knD5awBcLBlwQTN95wULDUAtF/5tYE3aXpOKJhognQKweufWYCzy6mPPQQsj6X8t4t+UC5F0isI8S0FD8dMpAMF1rSKdNdUAOkvPvMAyEBZbAygedBC25f62Nl6c57h78vpCteUUpdr92j9lz29v/5SudRpLlTYv7glBJAjxAf5S3RWFiuBcoGH6F0NzD95R8K/YMTf3+uNPdZjU+dG9CrMXopld1wbYWC1UmMFbv8WrkP7iZLIwlUT6XHEyiXCkMJXEcD+r+8movHu20lW9AoW8uyrGtEFhMjk3tD8/mWTs/0t3nmZTOezfgYNLAkcAOHBw5eGKkAEXNDFALWRjtv3iQ9QAFGh84ANN8ZbFov4cmqJAwvjbHvtSf6K7P9FjPERXCZR5wZVEAou7pW1KoF/PlqelmMpytmpT178E5N5Y5SqH+YYCxKef/9MdPAhgOY+tE0aXNmB1ok0Zcnv7p/oT3X2JbrF5AgF5TSoSo+NfOakxbsOOLMAVaXijYc0ocdHK2A6EIzPJvbCv88Ngc2MzKZj2AOb1eZQewN7ad3rr4ozE54cSAOaG9oMlu+uOHeqnAOqbMKpRDq4pj68+jvpGd3WMXdt/+73r0i/eiauC/TvU38EVCkcAOHBwReKK0AAXIhSg+8G60Jm+5YNpgM3tDz4TmgLQ/+tjA2LWaRns/7WIf7PtOrpcXVRg5x2+sfcuu1FT/dMwrS4BlHHQjRliEi8RpuXkngkANQlYGalbrsYCagHNk/0zLKw1GABWEvSGrnNW83Anj83VlowMkHQK4cgtO7cCMOQBE6Jj+dYdADZpOwB4g/nQ0snlD7zX1xCfOLobwiffpM4Pg707SGkFYP5qh/vh9rZ/7uHKm3ft/v7P5l7/PoA52svPa8L++YdpqF+sjatuBODxuqtj//+/2A3AVx9/8Z9WOuzfgYNLBUcAyPjHf/zHz33ucwDi8fiLLzpfaQdXAK4IDYDFkwGX/0+VF66/efv4/7jz4Ve63oZbeb3lLPyHIxDrvluMZL6dDm1XqaM3hQDc8saYzcy6QkCvGcr/68ZDy+ZVQ4thmBElGgZrR5bu8GWKkvVqYH6db7c1zGQmZzMT8+r1azWbCLlAUDoFgIQjTfHWZm3tVOV+uggEFWd3G4ubMi6kU1VLZl8OVt/X1B+4KRhY81eFyeR0ci8bo2qAl6vkSqAM5SQGEGv2D3g9N3vrtyAcmRtKzHEHP+8jZnEKyv7P2gDXNcGsrit3/oTvfPGV/9xteZ1XAhz27+CKhiMAZExNTU1PT3/xi1+UJOmrX/3qpb4cBw7KxTUiAy55sm+ZeGfTAwOJnmekKVkAlEPFDF5/GFvAApA7+ALCIjFL//3ao3th7Bdmtq68MePiy/4dUlH0+hsvtUMwtPQluvsT3eC5qvYvqrxF/Y7y1vLnfQrrAaxN71cf3WvM8YV9mq/9pRreypCpb8o3tjknMd7/mm+MCE3crCYswF230fcblwegn7z7Jr78z6HJ4tVeQ4nrtEhG9tZv8Xpu1lN/juF+0853MihoOvVf7zr9d88vBUC1I1f1nrjvgRH2+Ep3/jjU38FVAKcMqIyqqqolS5a8/fbbbW1tl/paHDiYBy7/IqEMFVKgoXXV/9fevQdHcZ754v+2buiGNIOFWjbCjGBsg8EaCBJgJ2tkOwhyW9tcRHZzEsjlV/YmJ7WuhNSmTiWxU/n9tuJNpY53f5tkTzYnhbPZU4tk7Dgu79p4HROS+ILkBcncbAskCzBqCTEjgYQQ0vT54+3u6Znunhldhrn091OpXTO86ukZuZLn6fd5nnfdjuIZ/Kxq+aPxn0xzdln3eX/3J0IlmJpMKki1rDGPfTSvNH9YETi2e8K1TYGRXkUbJVk0HHXlaOJHOrTLqoDa2DMQZz2MEZZFwzAnXaUVjuM7pzkIKMHkTae3iD8+FeiQizv0kaYxxKTUhp4B620gOhOIubGYBba31FFXbSwY7u0HEJk9GlTEANDDRSHVWw1AnP9lns0adUHBK+d7F44OFm8suLZ95eD/+UNo7/7fxK6MqfmZTsIZ82EKF24svfnRwoIV1ydPjp34vk30DyC/MNIkEE29pIi6oB8daURVrVpVi8FzWuUPo3+izMMdgAhVVefPn//73/9+7dq16b4XounJln0AIcn+4Gx56m9ViLxF3cuOY6gv+pBgILko2VLJbfuRK3zy4aLh5e+N29b629JKt4P9Yr0YTROvYieoALj7778ldgD00Tr251sluJT5NqzvklzaYD32y1acSp7FTYGYg4GjfjD6qK+EWwExbQPmhEHsNrz+xK86TCOSjO/N8SAwU5heVjVeunC8rOpqWfV4QfmSkrpdV45/v/WojLHLLaaCHzGe37EhGDb/Omn0m9DG+wSV65Mn7eN+4zrGsCAV5pmhanTXb+T3q5f+77mvT/zLczK0Wir0OL5FxmP0TzmDCUBEd3f38uXLR0ZGSktL030vRDORRWlA/IogpxGfTn+VgSI5gKcUVfqI9BlF/3D41Hc+GKjwyVr7r8MYmZgrq0C7PM88stOxc9e087DK1NIKfY57zCCgeJeyE/lE09w3SLIJ2HZlh0cV80CtBwPHuRNr0B9zHrBtI4ExeNTICoxvRnxRRpXX4aJh85gmUWQ1hbzawOBNdwwjDAAldbsAXO19OqoLXL9b+4Zg84eyfi7jHACg9OZHrw/+/vrkydgvJM43oz/aR1WttSE46l/XoMLonygDMQGI2L9//3e/+90TJ06k+0aIZi6LcgA4pAGZNuJzxqJygIQtAZhG6C9Wbnji8yO9yonnowJZ+xxAm7dTra+xPL+3e6LfOFEp3l0kAMf2HoBpCIzNBEmHS1kZOwkIKs1D+Qf8VaopwZMcFpu/imRnAdkF65U++X7PzVEJQJJHgzkvi7offdk95t6J6K+l3aPCNJ71sFy8LjJTNQygcThvnmfCc8uVm24fycs31YOZP7HpThIMBbL9aBLK7nx87E9fLVzYNL3o3zB4Ts0vxAI55l9Tc3b3Tb3r91Q2R/8M/Sn3sAcgorOzMxAIJF5HlMGypSVAEI0B936lKrBpEtFl/U7/nEWuI3zef3olbtL+PKfRf4VPBhAT/QPQ+gE84cNGS0BQUb2yedqmCEPNpfyNIQljI1HXmahs14vgh3uVCl9N5JbihsvWS1kZ0erpqvKf3VHS3D0kWf7KuljS/wOgoWcg4bsgqDRY+pUbQtJ4aPR3oQvmF+O0DWjX6RnoEN+nw6duCEkNlp6Kswc7jTYAraHCo4qeisaegUZlXNX7B6TS+UY/wEcnp+4vvXr0lmsdlVNVK0J5+eH8Ml/5oke1K6vYd7IOnthyf+N3uXO1snNJl9Ye4JVfH1i874N6mzuWUHbn49ffa4VXThD9O7cWqFW18DpG//7uMyL6L6puene0idE/UUZhAhDR2dlZX2/3X5REWWXzI69lYxqwbkexZAryjDH12Rj6G0QOsEX0BDvRYzV45cN1Cw/XLRQv23xwfWW7XFz7cPOIZfKnobFnUFsPI2aNup4RjxpXblRiuzIa9c7Xf+/tNl6UgPa6ailOimJ3KSfiRN6f3TG91nApqEhA40SlOSUw6ygajtNXcFfv6K6HtrxTPWW8IvIE+3Zk/TtsmKg0t/naLusoGjbCZeOuorq3ewYaxVN/rwxvdXvdQmPHRqRt7Z7w1SvzyheOf+He83mF4dY3SlWgqHD5VNHVfafqxMV33j22r1MWT/rNtNwsur/8njsmdq5W9h2NWl/s21V286PX32udiB/6xxn2D9hWD6j6z+5Z3f7g9iEARdVN7/Q4vknmY/RPuYolQBE+n++nP/3pJz/5yXTfCNHcyK5yIMHcH5wz/91UoNcCnTX3AwiWp+mHner4TSuP1BSU1njvODpo82aW8f+q0xeZxKFR4iffqZ565KtfNBpnpeiCFnM9T5xLxZd8/4DTHFLVdLBZwiO9FjcFKtfUH9O7GgyJu37tSo/MhUbmBRJgHAlsLvE3d0vH9AOEIf2Xd+qB+WMl3msLFnRLNy1EUJn/Zz+dGu3d+5uXAOwMaL+1fZ3a9xyp+A86HO4r1h+VAfzlR0uKfbsQVMZ7n56adxV26ZNxKcd/Kxz+hYpE//f1iX8+MejL58AfooyU0QlA3o4fpOjK4bbvxrwyPDzs8XjOnj1bW+s85Jgo22RjDiAaA47O6fnBaWeTA5i6bK1Pi+OfF1vbVF/bFIgd/29ZacolHB9sx5/eowYVAJVrAuIwYON1cw4QGQ00nUFA1vuxHi3sJMk2A/s+gaACYPHDzaJD1/ZOYgLfGWQFHfodrtzdPNKrnD3Yac5bjI2XRu08ZrR7whLQGMorKJmUa096bh3LKwiH58sA2o4tyS+u2ep/S/xIa6eM6DRg52rTU/+gEud4LwSVso/9dOrcW+PDLwFRfcDxvwEY/wKp+r85+lFfsQv0o77ULI/+GfpTzmMCoDl06NDDDz88NDSUonckSiOmAZlA5AAAXvJcVZM4JqxdLo7U0kSvvHN3M4ATew+0e8KqqZfUWhcuWc/9tT8mLDakjqn1F/2sonFWMj31tz6Pn9YsoDi3FF+S72I9a8wI1s2fKOpOHG4jyaC/ISRJRvoxNrL1nntr9SOBbfqATflbe9HwOmVcBebduqC9MFRYVbqjXgGQX+Zr65QnR3tb9KA/kgOI701czysDaI07DLRs5ePXB34fKfuRYv5/7C8itv1aj/6/dX8fAHHaV+TE36ACwDjo9zijf6LMxgRA84//+I/PPvvs7373uxS9I1F6ZWMOgJxLAyI5gH9BvP/mjZ4IGfOX4vRfbfpn3DIeo/gnMrLTOdR2Gg0kYlxrAoDZDQKKLC4a/s6JyZf9Wqu0BEmFKv5v4p/1qInfJajEHKMmIvWyGu+ODeuiqoASHUeQ5ADQRtO8oMVNASMBgPWbCQ5EZnp65Y7i0GeWTxaVXy9bOP7MOzIktSWglNbtAjDW87SI+1sCivbNG8Q96y+1HrUvDQJQtLApqug/Zgcg+uPbR/8x3484EABAQaFqiv6z+qgvRv/kEkwAiNwiS3MAAMMf9L+VxMFhWUHkACrwkudqbD8AYh/B2s701B7//8+o8f8xa1Tz/0/6mDDzAq2YXg9wzZNAAUh29UtOl4pPnO1lFMPEEZsSJHmoQnRQa3jHV1bsKbvtaORU4HijRRMNANV+UA/NVf18LpjbAHRaXhdUALTLJabSoLCUh5LKay0fuSBJANDaKecX13x+y+qxnqcRVFpP1bUs1zpqtbuMjv4N4rywnabzwvJq15f4dk2N9o73Po2oS8R+Oskc9Is/X4r7VQ+eUwsKcyD6Z+hPrsIEgMhdmAaknSkHGIsqpHaIMmPSgA1PfP7cc6+cO9hpXmlNFdSY6D/+83JLQB/zyHyep/yR3dtE0byU8Bl/0iU9xjPoBEeYWajB/qTGqjo3N1f6alY+GHj97182v+7Y42s6Os3+vfQH+ZJX7s4f9U+VGd9kbAIQNZtfAlSjFii/eGrhbcOvjpZIeeEdAQWAJGH+okevXT858W5r1Dt65dY3SnfePRZ5JeZXEX1OcOs7S/KKa7bf9lbsnUvOX5TRVZ3om9yzut34Y/Ye9cXon9yGY0CJ3CW7JoSaVS6p2fiVqtWbnOdpZolJhM/7TwPYEirFxXNA1CRQ63oRFov58RWVQFA51xkb/mprPGEAKlQVqvWa2hx6yyDLdtOEe2v0DxEQm4buq3YnCUTEnRxvJplmeJrvP4GggqAieWsQZ8sgUQYiBZXhI53WBQ0hqSEkxc4DLa2If0oAgI6i4Y66apFBLZsqazddYaS3XxzaoC32yvDK7XXV7R5VRNnGZ78+XjBwynvfvPGda5W2N0sB5F0rARCJ/sUNe2UALWIYqD4LKOp3ZsoxxMtf+EyTOjUeMwwUAC6Zfllq9H8kU9mPc/T/LT36L6puOpW1w/4Z/ZMLMQEgcp2sOyjAIE4MyIE0YBLh8/5uQN0SKtFygLgRc2PPYKMyjqBS2xRwGv/fGMprCOVFzv+yu6Z94F5a0R4d4EYF1kEFQeVjpYuMv5L0HMA2o2iPEys7vYW4t55B7fiCOEyfS4Jk3E/M3cbPQETCIx6NGwd1mQMWpdEAADPDSURBVMWcMmafFQAwDf43ThIQt9QYkhr0L8c4Rq29aNj4coxfRLsnDKiNIWnDKN65ZfxoxUWv7/LE2Ys77ugx4vhW/QQAAK199a3GANCAAmMeqGT6+ID5GyhcuDG/zLd9eWfLagX6PNDIFyU+k1HtY7hkfw5ARFD51up28XMnBn1dPY4LMxyjf3InJgBELpWlOQByJQ2YgqrvA5QkKC/RI9ojKxZVrKk/YZleb6yUgsq6yDlTjif1NvYMxL5iCuVV89NkPZoc7u0XL8QEio2WE3md9hkSSK6gf/NQQfQa7SgwSb+j01Xlm4cStIw3TlSKB/Ajvf02R4kFFehHg5kZaUDUq6UV5h4AsaDdo6p6GmD+chonKs1fjvjaoedjU9el1SdCzSWD83C+oFg7pKygdh28MkrmG629YhZQa6fc2imrwM6AsjOg7Huj1Hha33qyLuZrLKpumhrt1X58SVeLOCcYpm/b+EyqKZFAvF+Hv/uMedh/9hb9M/on12ICQORe2ZsDwJQGpPtGZi6SA3QPafsAMaLjsM9tuf9//9tv7etkggoA1VutQtXLS+w4HO8K0zNpKWalafHipoA1VrbOKYpXIBRhGkuaXNVQd1X5T5zPDBY5wLKpsp/eUZww/RB32PbmYaM4R9yN+ShfWw3RuVPM5oBkHJ+s78M0TlTGTBqN+XJEPiYN99900/sL77w0r3Ji8qok7qGtTzuZfkdA2RFQWo/KxiAgLQ14o1SMY9p59xhCCjwygJZ7xlqPykbCULRwI4CrovHXfFKY7WdMouwHgL/7zIPbh3Ig+k/3LRClE5uAiSiLO4OFrO4PzockZoOewKU+/23aq5ZHsGL654m9B14NXYC5X1YL/cVK09xPS5Nue9FwY/xmVgBBRTUNpjT/jRgEdHzvAQCq8wxQ86XinO2lpxkD1jeKI2GvsGh9jj5py9HK3c1tbx6+81TIdH3TSJ8YcR+KR7qHg4oEiDMcVP1Mrruf+MLZg53nojMB7dehkwqx9OHJF44XoHT+Dn3k/7PvBQBsvV37wbZOGZK2CRDT5ruvU5aAFn30p0gAWswHApgaA2bcO4Ggsuf+PgCqiqLqps73Qiz6J8pSTACICMj+HCCrTwwQOYAKvOy5CgD5hUBsHCZO/zXG/x+Wi2PO/7IOzo+M/ze/4hQWBxUVgFfuKBr+HyeuH/DHbq0sbgosbgq88cSvkoz+rR8hZoEEwFsT7yIOkhgZpAI4bHeKgtnK3c0IDhx//qjl+g6zgOJczTSbX8T9xswlFVjcFKj0yceN2i3z6Q2AtEB+uzT0cTkvf164cvGV355ZAEDkAKVLd/36paNTV/uNVxCKPQTA+KPIAWCK+9veWfLFz+6+8sevAmg9WdeyogceOd4BwEhQ9vPQjiEAUHGcD/6JshxLgIgIyPJyIGR5Y4CoBZJEPwDsKzQqfDUjvZFHv+Zaf23sj0VMrT/iFOfoIywBNExU/uyOEmvDq7YsmXKdJNa0y8XdVeXxLuKssWdQHbscd4mE4MA65Vq8JUEFwQF4bVqWRXV+h0c12gMkaOX+MQ0D2t/qGVF7XbURkRvl/uKPFb4a8YVqM5eAdrkYALyyqiI8b/4fpEL5rmDR/OvbA8r2gNLWKbd1ygD+25bVOwIKrl7WvnzjN61/w8bvaadRGqS3+X7hYyumzr0lFrfcM9b6QaSB2ObbSFT289COIVVl9E+UI5gAEJEme6cDGbI3DZiCes5/WgU2G3OBTCp8coVPPvE//yVqrn/dwsOesP2JuXqkblugL2LTmJXm4G/ZVBlMR1wZ9v7Hoeah/IQH/MZrQjBuY6IyOL80qbmfMYz8J84C/RNJdk+6jYvYRv/GAiN9MgJ6c0wvRbcNqF5ZtTRAG+nWC6dOwJQ5tMvFYnBQe121CqiQPl4x9mfS9X0dNc/oAfr2gAKgoMw3dfYwgsqODWNt79YBgFduO1WnOkfqRptvfpkvv8x3dfgl4zfbElBUPT2I6vNONO1nz5r2h3YMQYUERv9EOYIJABFFyfYcAFmbBoShnvOfBrA5VLK4+33zX9U2BUaOdAFRz30b4vfaJpgrOgDEq/qwDr0Z6VV2/+WOn91RkmSLbcJlDVpIHU42DUhm/8HyiSRIEiTJvGD6FzFoH01/ig+gYaJSTP2XzAv0WUCix3fy0kUAtU0BAAumClBaIX5EbyAOX+z1FJZO7mzsB6DlAEFl+61de/9Pm/lOtLbgkvltekOwEPmiQ5HioqKFG6eKrkbdvYSdAaVltbLvqNz6utZA7PRJBX/3GVH0L378RGg1o3+i3MAEgIhi5UAOAD0NWL/DcW5MBlL1HOBOLFjc/b7YCqioREUlTjwfObjKCPgij6VNISniP4PXI+D2ouHTVeXma8b+QFBpMD0FH+ntB7B0qgxJBPdOpwRYPi8aQlKieh79tpGgqSBuZC9JkKTonuNIVVXMdeKmB409A1HNu7ZBvz4AVA0qKtAwUSm+PVX/AoUOj7o2lPfA/LFjN4+/cqn88ofF2xd3bV/chUsKVMArS6Xzf91xSfsGS+ZD9AGLfgAVsTmA+IpUwCu3vrciv3a9NvwnahGgYueSrpYVPckkQlrRP3B8wHfySlae88VZn0S2mAAQkY0cKAcSKpfUNO/xZVEaIHKAC/4zd2IBAFw8V9sUMEdpasz/n36tv7iaqA4y1sTWykQduRWxuCmgBffRKYct6ykBNoLKOuVq/AXJni6cxCDRjrpqUb1T6asBEDWjM2ExDBzTA3HyF4COomEVUINK40SleajocK9iHDrWoC/G2IgE9dLZis9UniyUgmUFH4hP8czZ+mfO1kPFroe2bA8oz3TKbZ2yMRoIQNubpTsCyo56pVXfLkBQ2XeqTkT/APIqF+/d/xub+5eAkHZcQOsH9fE+pj7wB8DxAZb9EOUaJgBE5Cg3cgAAlUtqsqgiSIU6ifAF/5nNoZLNoZKKNfXG82MViHpYP+ta/6g1OnPkKplSjZHe/kqfFnGan4LbczglwNBeNCxuSfXK9p0MAIDDcnEyc0K7q8oTlhL5I9sXdlM+E9YFxU0PJFNhleSVVWDBVIFRQxW71WDaXZmfdyY8JU1ezXvmbL0o7t9erwDYf3yJWGC0BWPsstYQLISUllsjp3rtvHtsX1+9OBh497aHPr9ltflAALEewchxATtXK/uOyvuOWj5RUNlzfx+jf6LcxgSAiOLJmRwg6xoDJhGubQrUNgUe/9ynTux9RY/7TYFyEqfnJqz1h966ClNQ3DBRaRxuBVMOMNKrVFRKczUICEB7XbXxFtYSJGHdRGUyfQJ6cJ9gWWMorzGU1+4Jv1E8PtKr6B0C0umq8njVSskXIAEdddXiEy2dKjOOCRNHKRubAELDRGVH0fBY2Hfh3IpPrZgEsL9LFr/j7fXKznXS0795KdIWfGvX9rvHEFR23NGjvaMK1Su39tW39tUDUIGdYgrQO0sAXO19umW10rJaaX291Fgvon+DGBgalQOYHvwXLWw6eaUpG6N/lv0QJcRzAIgoKdl+UIBZFh0akKcfE/ay56patUh7NYnQ31jTXjSM0op4R2IFFVWfAWp+Nm4cGqDqOcDipsDp/NHP/K83racExIh34IDzSqcJ9Uhq9n9kpTp2Od6YIADAqduLt95z7wljNr/4Qdt7TqYuCFG/DvNXB32e0sOrV1f65GN7D0DssZRWGG3WD942WHHLNSlfywEAbKtXCsp85ct2/e+f/2j7hjGju1e7Oa+pKEjSGgPEDFAJKKnb9etXTk0NvtNyz1jkzAFxAoDpF2z+nPteL925ogfAnvv7xBo++CfKbdwBIKKk5MxWALKqPzgM9bw2GqgYF88D04v+Yan1t10pSlYM4p8bTEVEqtYHrDT92T3TGgQ0rZFBcZaKJ/eHk2o8GEy4pqISu/9yhzn6F2+xLpTXoY/0MeLj03HOK3DoTzA+lLhIQ0gSBT8VPv3gs9IK6InBulH1hZ6b9r0tiyn72+5SAOx/U3tsv/2OHu3hPfCMGABqDAXqlNvEAcABpSWgtHbKrZ3a7/G/NXhVAJcip/8CkSZgg6p/hJ0rerSyH0b/RO7ABICIkpVLOQCypz84DPW8v1vVc4DNQwXTHYbjNJOnvWhYnF0F84lXiDwpVoNKY89AzOlXy6YzCCjZlZE+5nh1OOuSaTzwyglPCah9uNn5ZvLUscti0L84RmDZVJltJqO1QTsXVjX2DIg+BymowCubG45NxwxLR+XJv7j7w4Liyf3vaPU/22q7tq3XHt5r7+qV4ZG33z32jH5A2I6AssN87JdIA27tApA/UTI1+sHO5T3aO3hk2y9VBSR9fyBS9lPddCLIWZ9EuY8JABFNQ85MBzJkRX9wGPhQ3wd42X+T47pEtf6xryTaHJCiryZ6kWFkFMkNArIOKbK/bQBal4Pd/cy6STfyRl4Z1q5c00XM+YPoEFhnt6GxYKrA6GFweq/GiUrzdzjS22+eBQRAGh+eDI4Fe0tb1irbarvEDYhW4H/7L+np3x/RhgJ1RR0Q1qY3BuwIKC2rldY3So13zJ8oAXBt4OC+U3UibRAfI4rIM4KKCuy5r++b9/WJWuDjA77OHnDWJ5EbMAEgomnLsRwgK/qDw4BWC9Q9pNUCRTM/zrdnOt3WEDssSGcMArIG41oIm/QgoBkM74/KAaYZ2Sd8I+1Y5ej6n0QXkdaF8taF8sxTTY0ZSvbjVvUPJc5kELso5mGgABp6Bj5y4aoaljyV3eGLCrzy/vfq9p+rB/DMW6VS6XwA+7vkbfUKgGe6ZNEQHBkKBABQLykty3uMJOrfjpbAK0teueXusX2dshgKFJtSBRWEFP/Q6J77+lT9VGOW/RC5ChMAIpqJ3NsKyPw0QAXO+0/3+89E+gFMkqn1TzgIyHw1EdrGPDse6e1PchBQu2mW6AxuSQtaZ3v+l8Y8S7S2KTCD87/0zQGPpJcGCWJfpSOmtsp0EJu5HSL2QGKgYF64eYnadsx/fd4tqoqt68YA7H9H3rZ+zLii0RYM/ZxgCdghBoCGlMi9eGV45bzKxU//5iUR1ou2YCMNUI23BvwXRx/cph3yVVjddHI0K6f9gNE/0UxxChARzUouTQcyZPiYoAJINd1LAbzsGYcxGkhnncCTzCAgwCbOtl5q5e7m1t+9urJvKuFNJhgElPChvqhQ98pOc4GEw0XDCQf+wDREqMIn37m7+cTeA5EcIMmmassCY5tCgmReIF4X4b55rFC7R80Pj3/tG4+8/tc/AtAhF6+dqAQkNV/tqr4+r/z6wysjacmzx2QA2+5S9r8jY+wygO0bxrTvxDwsSQI8siShtVMW4X5p3S4Ae3/zEoCWgCKW7euUMXZ5591jRtmPCkgSAJwczNYH/2D0TzQL3AEgolnJsX0AIcPHBE1C/TBmNJDJDGr9AfsI2FogNNKrfOVLnzudP5pkE7Bj+2zCIwKKhg9rFfbx3ijJUwLM4/9hbQCYUWuBcYaAuYcBkbaBvMZQnhT52qXGnoGPfDAijgmDV/ZOFbztUQG1pHzi4eUDn6obevaYLOJ+AFtXKRi7PH/Zrt0b12y7XR/8H1SMYUmqV257t66tr16kAsYUoPwy3+Ror3YggP7gf+etXaJM6BtNfd9s0ir+ixY2nQplcb8vo3+i2eAOABHNjZzcCgAw/EH/W22Jit3TIQ+4pXsZgJO41Oe/LfIXzgF9u0eNSQ/ai4bjHNZrvdripkBtU+CNJ341s0n/wun80UvzS5P/2XUhKf4+gJEAJDwo4N3VCyfHJ1aeirQvxzthIJkCpPgLoO0eqEEF3mpAem/1wgc8N5892GkcEZBfOHVv0bWFK4JF5defPSZj7PLWddoIoOfP3f35ptsvn34aXlkKae+1/83S7XePia+jrVOGhB36k/62Y0vyi2uMBMDITMR7iQf/YsDTyUFffpkv7leVuRj6E80edwCIaG7k5FYAMnhMkDEaaAUW3Nr9fjKnBMSp9bd/D8vVhvVn507dwzZvahkEFK991nLDSGqQaF4yZ4RV+ORdG9esfOO9mJ+F3RHCs+5h0Nd45cNFw5JXliAB6q6HtrzY220+ImDyesEfw0VlC69LErYu6tp6W48YBKR6ZXVq/Nd/6FO98v63Sp95t27/2XoAKJ3/jD7vf0dA2VGvtHXK4mH/X6yXdj20BWOXjR4DQRv1A0jAyYu+d4dXM/oncjkmAEQ0Z3I1B8jY/mBjNNAKLACS6mS1HQQEuyA7mQg42RGfDvVFtu9rXdbQM3C4KBS/FghBJeERYLWBmpFem3oeo0DIPNi0MX5x0XTGkoo6pcOesOge/pTPD71JoHzh+KaKK5uk7ovvlquXtGs+e75eu0jpfKl0/rPvyCNTpSidr+pDgbbVK8aBANCbfQEUFS6fOvdW5AQA4Jv3a6E/AAk4MejLL/Nl46BPsOyHaE4xASCiuZR704EMmZkGRI0Gmop7Y9Op9YfD5oBxFEAyz78TphDJnxLQOFEpSt/jrIkfjldUomJN/YnnO52WWPOHBJsDie45+iw20Q9glCppBylcHiwtkT4ou8Pzan9YWqCtf3iV8twx+blj8vaPXBOvVMzPF/8gcoD9XfL2etOBAEGlRQwFMvnm/X3fFMd7SZCAk4O+d8ea+OCfiAQmAEQ093I1B4ApDUj3jUSowCRUkQNs7h6yXTOzx/lOD+m7qqcSTt4EgNKKeA/4kx+/ExmwA/0UK9OCZB7GA3FO/zXeyNoOYWwORL0YZ3PA+X7EpZ7+zUsVvhqxsnGismTqg2uFtRffrdi2/ur+d7QmYAl4eJUCoPXNqwA+9/HlADB2eesqBYA6dlkdu6wC2+uV7bd2qUFFtPLll/nyy3wTA7//5n166K8CwIkB36lsrvkBo3+iFGACQEQpkcM5AIB5nvLmPb6MGhMkRgOpQLPdSWHTrfWP/KDNIKD+v/jkJ5Ks4E8wCCjhLCDTQP1oyZ0SgEgKUeGT45z+G/8iyW4OJHE/uzauGTnSieCAWPbHm2r/M1h+y5ohSVK33aUAELOARA7w8EolfHmwoNz38C1d4se3LuoyhgKpQQWq1hwtcoDH//uXHlt3CIB4XdKbfbO05kdg9E+UCkwAiChVcrgcSKhcUtO8x5f2iiBjPk4YuOA/DaA5VLy4+/2YZXNb659kBb/jyvibA84/G3n+H+yHN+7Jx8DhouH2uoUAKnwygGme/qsvcEgPYjcHku4KePHCh+KuisomN3lGC4qn9h+Tn+nSBv+LNMA4tGvn2nmF10sAPOzvUYMKAFXFttt71OjdkG809X3ni/eLv1UBSDg+6DuVtcd7CSz6J0odJgBElFq5nQMASHtjgNHiKU6euqC3BS82RgPpkq/1j7CEyCO9iihimcYgoJAUk0LE2Ryw/iz0k3SNF1UgyVMCALR7wjan/yZdO5R4cyCJPQTzpQID+eITTYwWjI8UfXbdhzvXfigBz74jA1BVbF3UJUWP8dECfVWL71UVyy6OLrs4+tf39j12b99jG/tUoKh647WBg2LE57ujTfnZHPqDD/6JUixDz7kkolyy+ZHXcvWUAGGep7za49+4JJ3nBxtpgMgBJEgrupcuqDpzqXvsbPQpAY3B2KDWiMVtTglIFNdar2ZdAzjWF9m+r3WZuBmg0vziYe2EAdHm6vSzeRU++bmjR0Z6lUbTM6/DcrFUOr8xFPe2k/tc3fmjwfkljpcyfXyxEQFgXShPhdrhDRcWw3Nmvnfp5W31Ci4palD7DRrG+g+W3rzx8f/+pe//4y9V4Osf65MkrbwnTzIdRwwAmFfd9N5YU35ZvLvOCoz+iVKNCQAR3QhiH4BpQEoZUbAKqFD7/WdqupfKALrfP+spRdWiZIZymmNxsTlg/K0w3KvUin9KbhBQY9w1jSEpyVDbmoqY8od4OQCAXQ9t+f+fetr8yrqJyvbScLsnbHOAQJKtBfoa/1RZO2ZwKakhmNehFqphqWCsf3LC9BcSVBVf/1ifeN6/+BNLxy6c/dpH+6DX+ossIQzkAd2DnrxCjzTPc+bF7wPfj3fP2YChP9GNwQSAiG6cnN8KgJ4GrPfc6PODrfFvGOoF/+mbu5etwIKzGE+uoGVgzjYHhNKK9rqKZJ6OO0p0tBmizzO2ZgK1TYGRI12NPYOWjxZp5DXH7ofl4nVxTke2ux/7S1kSG2MHAICUp84v6vlk2bUSdfzaSEF+8SQkPHZvnyrqfFSEVUgSoOLqhd9XrXn84pEnAKjAB5c8eUUeABJQUO4r9DreadZh9E90w0iqmrh8M13ydvwgRVcOt303RVcmooRyPgcwDH9wI9KAeI++AQm4uXsZgAOecVQtclyXKBY35wB3P/GFcwc7nz16FNGbA3F+1rqyvWi4URlPaoZP/AWW247JATb8dfO5g13nOvvhwPrw3poVxHk7m0s5LLtzdzOMXuSgMs9zbeHyUMWi0WUXRz+9dUg1lfgb/9wzpIX7eUWe/CKP0/vmAEb/RDcSm4CJ6EbL+elAhsolNSntD5YSRf8wtQU3h4qt40EF7QTchJsDMa/MfhCQ1shrZ5qdtWZGIA2oFZWAV44T/dseIWw80Y8a9JnUQcuDTl9mhU+MIu0XHy2vIDyvbHLjuaL/546Lf75tSALyJIj6/p5hX++I77za9KHaNG/B6sJyX2G5j9E/Ec0hlgARUXq4oRwIqWwMSPzgXWe0BTd3L0VoyLoV0DhR2V5XATg049oMAuoX1Sy2nQO2rLX+5qzAZnMAiUqDAJE/ONUXiaGZFU2Jzv9yeKOoSf/TKVXyTo221y203lVtUwDAuedeAbD88siDLUO33j1QXnN18prWyPveJZ9U6Mkr8hSUx3ufHMPQnygtuANARGnjnq0A4/zgOdwNmFb5pgqEofb7z8BhKyDeKQGIjX2H9Umg2s9aNgdsOE7Tt3nfBVMF8TYHEt2z9naAfv5Xv74hYHdLiZ7oT/fEYv9UmTgfwLx7oD3+P9IFwD806ptY8M4+f/eBRQAkCe8O+U5fa8ov8+Xl9GN+K0b/ROnCHQAiSjOXbAUgBbsBxkiYJBltwc2h4pOh96PGg8YZBFRXAagNlmf8KrQ4W0o4CChurb91c2DZVNmykP3mgM3P2m0jWDcH9IOzIAFqUJEgJflEX+8HSLDMcmORHKAxlFcbqEFQObn3wJahQsBTc9eQfNel6lWXjvf78kp8OTC4cwYY/ROlEXcAiCj9XLIPIIjdgPU7iufqgtPdCjBOCgug3WYrIPpxvgqI0L/D9KBdHKrVoW8OqLB9wB6R4HH+dDYHbDWGJIyN2P5sha8m5ggw7Txdb7X9tgBizwiz7wcwViLOhKK8xp5BjF2uqESFT/Z+/d+2DBVW3RZa8Zne5Q/2qvdgsOYjeSW+hJ8u9/CIX6K04xQgIsogLtkKMMzJmKDkdwDMPyJBquleehKXAGhbAdHhrPV/Gzo8kX2Ae574wutP/EpkBdbNAestpXAQkOXODUdqCstqvMO9StTmQLyOBUlyjumjRgMl3RUgAT9/5u8BPHvfHgCTyF/x/50pvfmWBJ8odzH0J8oE3AEgogziqq0AzHpMUDJTgGwZLQErsGAFFuDieXNE6/Q4vyF6c2BxU8C6OWBcP2ZbwLHHYEabA1ELnEv5NxbftOuhLdbNAXGygd3V+lVvdYIn+phOTzDwva9/qbapXkT/AG773geM/oko7ZgAEFFmcVsOMLP+4BmH/maiJQBAc2hegnZYxMbiI739lT4ZQENIaghJHR7VmgYI5hygsWdA6yoWr0xUOoXj7UXDMx4DGrOmUYndY5l5NgIcLhrePFQQv3VYrNwyVLBlqGDD458/d7BLBeq+dy7wy+vms8DchtE/UeZgAkBEGcc904EM00oDZh/6GyKnBHRfxMVzts/+O+xi8ZhBQA09AzEP2mPeRQXUoKICDZZDdme1ORA3EK+shNOaxpDUGJLM2Qj0zYHDnjCs34P+dusmKv/fBq9NP4CxDPAPjW4ZKgCw/okvADjy2mdXuz70Z/RPlFGYABBRhnJbDoAk+oPn5MF/DBW44D+jAptCxbd2v2+7piOJR+PWyN66xlxiZI6wreF4ejcHDnvCxoG81iPJoo4IsLzplqECP7SvonZjPQA3h/7gg3+ijMQmYCLKaG5rCzZY+4PnPPSPkQdJ7q4DcMAzjqramL+19vve88QXzh7sPPvcgcRNutENxGbaS/Fab2O7h0/njwJYNuU8O1OP1xc3BWqbAm888SubBQ5vF3nfouHGiUp9zmmN/RqjLTioANg8VADTr2np9867PPQHo3+iTMUdACLKaC4sBxLM/cGpePBvFX1S2LmYv3Xq902wOWD6cds+AaM0SHUYJ2rdHFg2VbZsquxGbA7oZT+qw4zTxp5Bdewygop/aFRE/+ITLf3e+dW/nGT0z+ifKGMxASCiLODOHMBoDAjM3fnB8amAkQPc2v1+TBrQEJIaegY69Fj87MHOSp8cvwM45sfhlEJEh+NRK4IKgkpjcp0DC6YKTleVx7uJJDoHjDXtddXG9VWjIsi8EvjLE0ObhwqWIXJ7y/jgn0X/RBmPCQARZQd35gDQ04B7b1QaYOQAy+G9NXQ1Kgew1PqLPmCnyN5KWxndemubQqjRmwO2V0v15oBtjqFCVYP9ql7zExP6r+GDfz74J8oGTACIKGu4thwIpjTgBryXaAtW/D3L4Y2UA1kqZ8wn7GrDQKMje1sNPQPWduGEmwMx1UHaP6R+c0DLMcwZhRb65zcP5RvbAgz9DYz+ibICEwAiyjKuzQEAzPOUb9rjW+c8JmgOxbYEWILj4d5+AIubAoAWiyceBOT8DN42hbBuDhhpQEznAKLTAxG4P/9fbxo/OJvNgcaQpA05DSqbhwqMcn8A/u99+JFfTjH0B8t+iLIKEwAiyj5uzgEAVC6p2bTHdwMqgswtAbYLRBtAUm21QIdcnLACp8EylzPJzgEjB4ikB0FlzUgJorcOZnzmQKMy7u8+Yw79h1ed9n/vQ4b+AkN/ouxSkHgJEVHmETmAa4eEAqgO+O9dcmX4g/7OV1L43+QiB5AgNXcDwAF/bA1Sha/mdFV5vKGchtKKjlL7YaDxUwijc8C8wyA2BxA9mdT2aoubAmcPdoqQXzJyADHlEwDQOFGJCZt5o5FLAc1DBdDL/VXgtu99WOHzJf7I7sDonyjrcAeAiLKYy7cCbkx/sAqEoSr+HogDg03OHuwEsGyqLMkOYKeRQXO7OXC6qty42khvf8xnUR2qlWw2B4IKgOahgmbTiM/hVaf9nPNjwuifKBvxIDAiygVu3goQroVSvhsgATXdSxF9Utiq3c3DvcrZg52Oz+MtrCsT/Gyi6T0xmwPmCy5uCixuCrxunAVm2WqwvqVxBFjzUNSXObLq9HxfTcPWG9GAkRUY+hNlL+4AEFEucPlWAPTdgJT2B8eeEgAAGO5VRB/wNIaB9gw09AxEvRJnc6BoOEWbA8aHivwnqKhBpVEZb+4eMkf/I6tOh1ad/sjWYkb/Bkb/RFmNCQAR5QjmAND7g1OXBogcQJsQ2n0RF8/ZDAONfy6Yc7m/fdReWpHgag4He4mbeeHUCRijivRqJfsLBhUA/qHRTab5niL0DwMNW4srfTWOt+EyjP6Jsh1LgIgo17AcCKmvCMqDJHfXATiFYO2vf3D2YKfoBxDitecmGhZku8b2gtbKH5tLAff8/bcS355W7p9vvHB51RmxLcDQ34yhP1Fu4A4AEeUabgUg9f3BxikBy+GVfvHM4pVR04GctgI66qoTPM53yBBsNwcaJiqT2Wo4e7DT2AGIuT3jTZuH8o3o//KqM5dXnQkz+rdg9E+UM5gAEFEOYg4gpDQNMFoClsMbqLqweFXshNAG4/ws8ysOfQLaEWDO+wMNISmmcwB2J4VFruZQGqQJKg09AzGhPwAR+oeBSl/NA9/wMfo3MPonyiVMAIgoN21+5DWmAULq+oNV4IL/jAqsrX3oS6vXLe5+HxfPaX/nMG3TsU+gtKIjzmlc098cOJ0/Kv5ZFP9EbQLoBT8xof/wqjNh8ePs943G6J8ox7AHgIhyHFsCzIY/6D/cFjszZ/YkQO5eCuAVzzgA5BcCCc4Gtq3gd6z1V8YTnzTsPF00ahhoUNlkivsBXNHjfoFlP2YM/YlyEncAiCjHcR/ArHJJTSoqglRA8Z8BsCmkPzif/uxOODzO904VnK4qT3gP1p+NfSWobOq+aI7+r6w6M2KK/hu2FrPsx4zRP1Gu4g4AEbkFtwLMUjQmKA9SdXcdgFf8sS0BGucxoIbkNwfsfzxmZVCBV77nrzdvGso3TgSLeeoPPvi3YPRPlMO4A0BEbsGtALMU9QeHoQ74ewBs6r5ou6BDLo5X64/pbQ7Y0laKruKgIm5m01D+PY/vAnBl1ZmY6J/9vjE2fvE1Rv9EuY07AETkLtwHsJrzxoColoCq2pi/jfcsP4mDAuJuBaiApF0H8A+N1qHC+Ls96qt/+v7TLz/zhPkH+OA/BkN/IjdgAkBEbsQ0wGrO04Ca7qUATiF41n9bzF85Nft6pwqWTZUlvLL+4+JPEgAVkUJ/cdGPm2r9JeDKqp6Ymh8w+rdg9E/kEkwAiMilmANYzXljQKQlILmtgNP5o8H5pU6F/ipUSfsHvO3RXlwbMq0QBT/RQ35GGfonh9E/kXswASAi92IOYGtu0wCjHGgaWwEeFcDaEIxXnf6HSqQBa0PTCP3B6N+CoT+R2zABICK3Yxpgaw7TgKgcwFNi2QpQOzyAlgZo/5MkXol6um8rqLwtl6xVriI6+ncK/St9Navunyz2JB4q6h6M/olcKKMTgIdXfi1FV37u+E9SdGUiykbMAZzMYWOAQzlQvIj/bbsXI+w6fZ1Cf/DBvx1G/0TulNEJwF5pW4quvFvdn6IrE1H2YhrgZKCze+62AuoAnEKwz1OKqkUxC94uGlk7URH1igewzQEsNT+jq3oAMPpPHqN/ItdiAkBEFMEcwMlcVQRJgNgHeDcmB3A+ICw2B5hOuT8Y+tth6E/kckwAiIiiMAeIY67SgDxgoVYOdA1Vi5I5HljbHAgqyYf+YPRvh9E/ETEBICKywTQgjjlJA2JzgPim+dQf7Pd1wOifiMAEgIjICXOA+GbfH2yUA73ir3JcJDYHkhvyY+CDfyuG/kRkYAJAROSIOUBCs+8PluPsA9h1+sYP/cHo3w6jfyIyYwJARJQA04D4Zl8RFCkHMm8FRJf7xx/yIzD0t8Xon4hiMAEgIkqMOUBCs0wDIuVAnmvIL5hWub/A6N8Wo38ismICQESUFOYAybgWunLoFxdn/OOiHMgsmdC/0lfTsLV4xm+aqxj6E5ETJgBERNPANCAZs+kPNsqBkgn9wQf/Dhj9E1Eceem+ASKibLL5EcZViVUuqbn3K1WBTZMz+NkwcGVVz2VG/7PA6J+I4uMOABHRtHEfIEkzawwoTaKch6G/LYb+RJQMJgBERDPENCBJ000DEiYAjP5tMfonoiSxBIiIaIZYDpSkeZ7y6oB/3Y456NOt9NU88A0fo38rRv9ElDwmAEREM8ccIHmVS2o27fHNrDFAaNhazGk/thj9E9G0sASIiGgOsBwoeQkrgmxLgFj2Y4uhPxHNABMAIqK5wRxgWuKkATEJAEN/J4z+iWhmWAJERDQ3Nj/yGiuCkicaA+79SlX8ZYz+nTD6J6IZ4w4AEdEc41bAdMUcHCZ2AHi+rxOG/kQ0S9wBICKaY9wHmC7rwWHs93XC6J+IZo87AEREqcKtgOkSjQGVC8tZ9mOL0T8RzQnuABARpQq3AqZLNAYw+rfF6J+I5goTACKiFGIOQLO38YuvMfonojnEBICIKLU4HYhmg6E/Ec05JgAAEA6Hf/KTnzQ0NJSXl69YseKf//mf031HRJRrmAPQDDD6J6JUcDyI0VU++9nPnj9//oc//KHP5ztw4MBf/dVfVVdXP/jgg+m+LyLKKZsfeY1twQkVF6X7DjIGo38iShEmAPiXf/mXzs7OI0eOlJaWAvD7/YcOHXruueeYABDRnBP7AEwDKD6G/kSUUiwBwr/+678++uijIvoXPB6PJElpvCUiym0sB6I4GP0TUapxBwDPP/98YWGh8ceRkZHnnnvun/7pn9J4S0SU81gORLYY/RPRDcCDwKJcvXr105/+tNfrbW1tzcvj9ggRpRzTgBiu7QFg6E9ENwxj3IjBwcH777/f4/H8+te/ZvRPRDcGy4EIjP6J6MZimKvp7Oxct27dPffc09bWVlxcnO7bISIXYQ7gcoz+iegGYwIAAG1tbQ888MAPfvCDH//4x3z2T0Q3Hg8Lcy1G/0R047m9CVhV1ccff3zv3r0vv/zy2rVr0307RORq7Ax2FYb+RJQurk4Arly58rnPfa6vr+8///M/ZVkeHh4Wr5eXl+fn56f33ojInXhQgEsw+ieiNHJ1ucu+fft++9vfHj169I477vCYnD9/Pt23RkSuxnKg3Mbon4jSi2NAiYgylDv3AXJ7DChDfyLKBK7eASAiymTsDM4xjP6JKEMwASAiymjMAXIDo38iyhxMAIiIMh1zgGzH6J+IMoqrpwAREWULTgfKUgz9iSgDcQeAiChrcCsguzD6J6LMxASAiCibMAfIFoz+iShjsQSIiCjLsBwowzH0J6IMxx0AIqKsxK2AzMTon4gyHxMAIqJsxRwg0zD6J6KswASAiCiL8bCwzMHon4iyBRMAIqKsxxwgvTZ+8TVG/0SURZgAEBHlAuYA6cLQn4iyDhMAIqIcwXKgG4/RPxFlIyYAREQ5hTnADcPon4iyFM8BICLKNTwoINUY+hNRVuMOABFRbuJWQIow+ieibMcEgIgoZzEHmHOM/okoB7AEiIgol7EcaK4w9CeinMEdACKi3MetgFli9E9EuYQJABGRKzAHmDFG/0SUY5gAEBG5BQ8KmAFG/0SUe5gAEBG5C3OAJG384muM/okoJzEBICJyHeYACTH0J6IcxgSAiMiNMrMcqLgo3XcAgNE/EeU6JgBERO6VgTlAerHsh4jcgAkAEZGrMQcwMPQnIpdgAkBE5HaZWQ50gzH6JyL3YAJARESAu7cCGP0TkaswASAiIo0LcwAW/RORCzEBICKiCFeVAzH0JyJ3YgJARESx3JADMPonItcqSPcNEBFRJhI5wMv/675038jcY+hPRC6X0QlAzerBdN8CEZGrbX7ktRzLARj9ExFJqqqm+x6cvSal6sr3ZfCnJiLKMDcsB0j1ScCM/omIwASAiIiSdAPSgJQmAIz+iYgEJgBERJSsVOcAKUoAGPoTEZlxChARESUrG6cDMfonIorBHQAiIpq2FG0FzPkOAKN/IiIr7gAQEdG0ZcVWAKN/IiJb3AEgIqIZmvN9gLnaAWDoT0QUBxMAIiKalTlMA+YkAWD0T0QUH0uAiIhoVjKqHIjRPxFRQtwBICKiOTAn+wCz2QFg6E9ElCQmAERENGdmmQbMOAFg9E9ElDyWABER0ZxJSzkQo38iomlhAkBERHPpBucAjP6JiKaLJUBERJQSMygHmlYJEEN/IqKZ4Q4AERGlREq3Ahj9ExHNGHcAiIgotZLfCkhyB4DRPxHRbDABICKilEsyB0iYADD0JyKaPZYAERFRys1JORCjfyKiOcEdACIiunHibwXE2QFg9E9ENFe4A0BERDfOzLYCGP0TEc0h7gAQEdGN5rQPYN0BYOhPRDTnmAAQEVF6WNOAmASA0T8RUSqwBIiIiNIjfjkQo38iohThDgAREaWTeR9A7AAw9CciSikmAERElH4iDSguYvRPRJRyLAEiIqL02/zIa4z+iYhuDO4AEBERERG5CHcAiIiIiIhchAkAEREREZGLMAEgIiIiInIRJgBERERERC7CBICIiIiIyEWYABARERERuQgTACIiIiIiF2ECQERERETkIkwAiIiIiIhchAkAEREREZGLMAEgIiIiInIRJgBERERERC7CBICIiIiIyEWYABARERERuQgTAPT390uStHfv3oQrf/7zn0uSNDQ0lPqbIiIiIiJKCSYA6OzsBFBfX59w5bFjxxYtWnTTTTel/qaIiIiIiFKCCQAqKiq+/e1v33nnnQlXHjt2bM2aNTfgloiIiIiIUoQJAJYuXfrYY48VFxcnXHns2LFkNgqIiIiIiDIWEwDce++93/rWt8yv9Pb2fu1rX7v99ttLS0tXrlz55S9/+ejRo4qiDA4Orl69Ok23SUREREQ0B9yeAIyNjXV3dxvP9cPh8D/8wz+sWrXq0KFDW7Zs+bu/+7tNmza98MIL69evf+qppwAEAoF03i4RERER0ewUpPsG0uz48ePhcNhIAL7zne889dRTTz755Fe/+tX8/Hzx4hNPPLFly5Yf/vCHZWVlfr8/fTdLRERERDRbbt8BECOAxHP9V1999cknn/zZz3729a9/3Yj+AXg8nl/84hcAVq1alZfn9m+MiIiIiLKa28PZrq4uWZZlWQbw2GOPPfDAA7t27bIuW7Vq1fz589kAQERERETZzu0JQGdnp6j/6evrO3bs2Mc//nHbZQMDA5cvX2YDABERERFlO7cnAF1dXSKs7+/vB3DLLbfYLvuP//gPADwEgIiIiIiynasTgLNnz4ZCIbEDcPvtt0uS9Oabb1qXXbhwYc+ePZIk3XXXXTf8HomIiIiI5pKrEwDRASwSAI/H88ADD/z85z8/dOiQec2RI0c2bdoUDAb9fn9ZWVl6bpSIiIiIaI64egxoV1dXYWHhihUrxB/37t27YcOG++67r6WlZcOGDePj42+++eaLL7746KOP5uXlLV++PL13S0REREQ0e25PAJYvX15UVCT+uGjRopMnT/7t3/7tgQMHXnjhheLi4sbGxt/+9rfNzc1btmz5xCc+kd67JSIiIiKaPUlV1XTfg7PXpFRd+b4M/tRERERERCnj6h4AIiIiIiK3YQJAREREROQiTACIiIiIiFyECYDm1Vdf/djHPlZRUbF+/fqjR4+m+3aIiIiIiFKCCQAAtLW1ffnLX/72t7/9hz/8wePx7N69O913RERERESUEpwCBADLli176qmnPvOZzwB48cUXd+zYMTY2lqq3JiIiIiJKH1efAyCoqnro0CFZlsUf//SnP330ox9N7y0REREREaUIEwBIkrRo0aLh4eHXXnvt4MGDzz///L//+7+n+6aIiIiIiFKCCYDm1KlTTz755Ntvv/3nf/7nfr8/3bdDRERERJQSbALWrF+//o033jh69Ogf//jHH/3oR+m+HSIiIiKilGACEOXOO+/ctm3bG2+8ke4bISIiIiJKCbcnAJ/+9Kdffvll8yvXrl1jCRARERER5Sq3JwAXLlw4duyY8cezZ88+99xzO3fuTOMtERERERGlTmY3Ad+X8jMKWlpavv/97y9evLihoaG9vf1v/uZvHnvssQ0bNqT6fYmIiIiI0iKzDwJLPVVVf/zjH//yl7/88MMP16xZs2fPnk996lPpvikiIiIiolRxewJAREREROQqbu8BICIiIiJyFSYAREREREQuwgSAiIiIiMhFmAAQEREREbkIEwAiIiIiIhdhAkBERERE5CJMAIiIiIiIXIQJABERERGRizABICIiIiJyESYAREREREQuwgSAiIiIiMhFmAAQEREREbkIEwAiIiIiIhdhAkBERERE5CJMAIiIiIiIXIQJABERERGRizABICIiIiJykf8L5R/LsR7nk68AAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gpv = gp.plot_3d(geo_model, image=False, show_topography=True,\n", " plotter_type='basic', notebook=True, show_lith=True)" ] }, { "cell_type": "code", "execution_count": null, "id": "annual-clarity", "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": "3.8.5" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 }