{ "cells": [ { "cell_type": "markdown", "id": "arranged-tenant", "metadata": {}, "source": [ "# Example 25 - Planar Dipping Layers\n", "\n", "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 1370 m wide (W-E extent) and 1561 m high (N-S extent). The model represents planar layers dipping towards the southwest.\n", "\n", "The map has been georeferenced with QGIS. The stratigraphic boundaries were digitized in QGIS. Strikes lines were digitized in QGIS as well and will be used to calculate orientations for the `GemPy` model. The contour lines were also digitized and will be interpolated with `GemGIS` to create a topography for the model. \n", "\n", "\n", "Map Source: Unknown" ] }, { "cell_type": "code", "execution_count": 1, "id": "statewide-float", "metadata": { "ExecuteTime": { "end_time": "2022-04-09T07:01:07.534271Z", "start_time": "2022-04-09T07:01:06.528049Z" }, "scrolled": false }, "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_example25.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "friendly-transaction", "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, 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": "2022-04-09T07:01:08.887030Z", "start_time": "2022-04-09T07:01:07.538273Z" } }, "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 form 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": "2022-04-09T07:01:08.902563Z", "start_time": "2022-04-09T07:01:08.890031Z" } }, "outputs": [], "source": [ "import geopandas as gpd\n", "import rasterio " ] }, { "cell_type": "code", "execution_count": 4, "id": "healthy-queens", "metadata": { "ExecuteTime": { "end_time": "2022-04-09T07:01:10.636918Z", "start_time": "2022-04-09T07:01:08.904548Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Downloading file 'example25_planar_dipping_layers.zip' from 'https://rwth-aachen.sciebo.de/s/AfXRsZywYDbUF34/download?path=%2Fexample25_planar_dipping_layers.zip' to 'C:\\Users\\ale93371\\Documents\\gemgis\\docs\\getting_started\\data\\example25'.\n" ] } ], "source": [ "file_path = 'data/example25/'\n", "gg.download_gemgis_data.download_tutorial_data(filename=\"example25_planar_dipping_layers.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": "conceptual-assignment", "metadata": { "ExecuteTime": { "end_time": "2022-04-09T07:01:11.045509Z", "start_time": "2022-04-09T07:01:10.639894Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../images/dem_example25.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": "2022-04-09T07:01:11.220283Z", "start_time": "2022-04-09T07:01:11.049245Z" } }, "outputs": [ { "data": { "text/html": [ "
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4None300LINESTRING (3.765 1021.105, 17.276 1062.120, 3...
\n", "
" ], "text/plain": [ " id Z geometry\n", "0 None 100 LINESTRING (457.460 15.883, 503.059 59.552, 53...\n", "1 None 200 LINESTRING (194.243 87.056, 230.432 90.433, 26...\n", "2 None 200 LINESTRING (2.921 841.967, 15.225 879.122, 25....\n", "3 None 400 LINESTRING (4.369 1340.899, 13.054 1365.026, 1...\n", "4 None 300 LINESTRING (3.765 1021.105, 17.276 1062.120, 3..." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "topo = gpd.read_file(file_path + 'topo25.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": "2022-04-09T07:01:12.520191Z", "start_time": "2022-04-09T07:01:11.227291Z" } }, "outputs": [], "source": [ "topo_raster = gg.vector.interpolate_raster(gdf=topo, value='Z', method='rbf', res=5)" ] }, { "cell_type": "markdown", "id": "experimental-press", "metadata": {}, "source": [ "### Plotting the raster" ] }, { "cell_type": "code", "execution_count": 8, "id": "frozen-gazette", "metadata": { "ExecuteTime": { "end_time": "2022-04-09T07:01:13.121748Z", "start_time": "2022-04-09T07:01:12.523197Z" } }, "outputs": [ { "data": { "text/plain": [ "Text(94.03793584379343, 0.5, 'Y [m]')" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "\n", "fix, ax = plt.subplots(1, figsize=(10,10))\n", "topo.plot(ax=ax, aspect='equal', column='Z', cmap='gist_earth')\n", "im = ax.imshow(topo_raster, origin='lower', extent=[0,1370,0,1561], cmap='gist_earth')\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n", "cbar = plt.colorbar(im, cax=cax)\n", "cbar.set_label('Altitude [m]')\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')" ] }, { "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 as raster is already provided with the example data. " ] }, { "cell_type": "raw", "id": "cathedral-aquarium", "metadata": { "ExecuteTime": { "end_time": "2022-04-09T06:44:48.227647Z", "start_time": "2022-04-09T06:44:48.152408Z" } }, "source": [ "gg.raster.save_as_tiff(raster=topo_raster, path=file_path + 'raster25.tif', extent=[0,1370,0,1561], 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": "2022-04-09T07:01:13.184881Z", "start_time": "2022-04-09T07:01:13.124749Z" } }, "outputs": [], "source": [ "topo_raster = rasterio.open(file_path + 'raster25.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 will be extracted from LineStrings digitized from the georeferenced map using QGIS. It is important to provide a formation name for each layer boundary. The vertical position of the interface point will be extracted from the digital elevation model using the `GemGIS` function `gg.vector.extract_xyz()`. The resulting GeoDataFrame now contains single points including the information about the respective formation. \n" ] }, { "cell_type": "code", "execution_count": 10, "id": "relative-fluid", "metadata": { "ExecuteTime": { "end_time": "2022-04-09T07:01:13.453925Z", "start_time": "2022-04-09T07:01:13.186867Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../images/interfaces_example25.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": "2022-04-09T07:01:13.517226Z", "start_time": "2022-04-09T07:01:13.456926Z" } }, "outputs": [ { "data": { "text/html": [ "
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idformationgeometry
0NoneCoalPOINT (535.509 26.619)
1NoneCoalPOINT (963.992 223.490)
2NoneCoalPOINT (1135.771 497.565)
3NoneCoalPOINT (645.525 410.710)
4NoneCoalPOINT (213.182 671.274)
\n", "
" ], "text/plain": [ " id formation geometry\n", "0 None Coal POINT (535.509 26.619)\n", "1 None Coal POINT (963.992 223.490)\n", "2 None Coal POINT (1135.771 497.565)\n", "3 None Coal POINT (645.525 410.710)\n", "4 None Coal POINT (213.182 671.274)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces = gpd.read_file(file_path + 'interfaces25.shp')\n", "interfaces.head()" ] }, { "cell_type": "markdown", "id": "prospective-drink", "metadata": {}, "source": [ "### Extracting XY coordinates from Digital Elevation Model" ] }, { "cell_type": "code", "execution_count": 12, "id": "stopped-saint", "metadata": { "ExecuteTime": { "end_time": "2022-04-09T07:01:13.581244Z", "start_time": "2022-04-09T07:01:13.520230Z" } }, "outputs": [ { "data": { "text/html": [ "
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formationgeometryXYZ
0CoalPOINT (535.509 26.619)535.5126.6283.73
1CoalPOINT (963.992 223.490)963.99223.49198.26
2CoalPOINT (1135.771 497.565)1135.77497.56301.38
3CoalPOINT (645.525 410.710)645.52410.71199.98
4CoalPOINT (213.182 671.274)213.18671.27199.13
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" ], "text/plain": [ " formation geometry X Y Z\n", "0 Coal POINT (535.509 26.619) 535.51 26.62 83.73\n", "1 Coal POINT (963.992 223.490) 963.99 223.49 198.26\n", "2 Coal POINT (1135.771 497.565) 1135.77 497.56 301.38\n", "3 Coal POINT (645.525 410.710) 645.52 410.71 199.98\n", "4 Coal POINT (213.182 671.274) 213.18 671.27 199.13" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces_coords = gg.vector.extract_xyz(gdf=interfaces, dem=topo_raster)\n", "interfaces_coords = interfaces_coords.sort_values(by='formation', ascending=False)\n", "interfaces_coords.head()" ] }, { "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": "2022-04-09T07:01:13.946612Z", "start_time": "2022-04-09T07:01:13.583241Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 1561.0)" ] }, "execution_count": 13, "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": [ "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", "plt.xlabel('X [m]')\n", "plt.ylabel('Y [m]')\n", "plt.xlim(0,1370)\n", "plt.ylim(0,1561)" ] }, { "cell_type": "markdown", "id": "inner-mathematics", "metadata": {}, "source": [ "## Orientations from Strike Lines\n", "\n", "Strike lines connect outcropping stratigraphic boundaries (interfaces) of the same altitude. In other words: the intersections between topographic contours and stratigraphic boundaries at the surface. The height difference and the horizontal difference between two digitized lines is used to calculate the dip and azimuth and hence an orientation that is necessary for `GemPy`. In order to calculate the orientations, each set of strikes lines/LineStrings for one formation must be given an id number next to the altitude of the strike line. The id field is already predefined in QGIS. The strike line with the lowest altitude gets the id number `1`, the strike line with the highest altitude the the number according to the number of digitized strike lines. It is currently recommended to use one set of strike lines for each structural element of one formation as illustrated. \n" ] }, { "cell_type": "code", "execution_count": 14, "id": "considerable-nylon", "metadata": { "ExecuteTime": { "end_time": "2022-04-09T07:01:14.421808Z", "start_time": "2022-04-09T07:01:13.950614Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../images/orientations_example25.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": "2022-04-09T07:01:14.516134Z", "start_time": "2022-04-09T07:01:14.425791Z" } }, "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", " \n", " \n", " \n", " \n", "
idformationZgeometry
01Coal200LINESTRING (214.147 670.791, 968.817 221.077)
12Coal300LINESTRING (432.248 905.299, 1137.701 501.907)
23Coal400LINESTRING (828.885 1042.336, 1251.577 804.934)
\n", "
" ], "text/plain": [ " id formation Z geometry\n", "0 1 Coal 200 LINESTRING (214.147 670.791, 968.817 221.077)\n", "1 2 Coal 300 LINESTRING (432.248 905.299, 1137.701 501.907)\n", "2 3 Coal 400 LINESTRING (828.885 1042.336, 1251.577 804.934)" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "strikes = gpd.read_file(file_path + 'strikes25.shp')\n", "strikes" ] }, { "cell_type": "markdown", "id": "imposed-elite", "metadata": {}, "source": [ "### Calculate Orientations for each formation" ] }, { "cell_type": "code", "execution_count": 16, "id": "durable-fault", "metadata": { "ExecuteTime": { "end_time": "2022-04-09T07:01:14.675034Z", "start_time": "2022-04-09T07:01:14.520653Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
017.71210.32250.00POINT (688.228 574.769)1.00Coal688.23574.77
117.57209.65350.00POINT (912.603 813.619)1.00Coal912.60813.62
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" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 17.71 210.32 250.00 POINT (688.228 574.769) 1.00 Coal 688.23 \n", "1 17.57 209.65 350.00 POINT (912.603 813.619) 1.00 Coal 912.60 \n", "\n", " Y \n", "0 574.77 \n", "1 813.62 " ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_coal = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation']=='Coal'].sort_values(by='Z', ascending=True).reset_index())\n", "orientations_coal" ] }, { "cell_type": "markdown", "id": "friendly-token", "metadata": {}, "source": [ "### Merging Orientations" ] }, { "cell_type": "code", "execution_count": 17, "id": "sitting-reproduction", "metadata": { "ExecuteTime": { "end_time": "2022-04-09T07:01:14.721490Z", "start_time": "2022-04-09T07:01:14.679695Z" } }, "outputs": [ { "data": { "text/html": [ "
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indexdipazimuthZgeometrypolarityformationXY
0017.71210.32250.00POINT (688.228 574.769)1.00Coal688.23574.77
1117.57209.65350.00POINT (912.603 813.619)1.00Coal912.60813.62
\n", "
" ], "text/plain": [ " index dip azimuth Z geometry polarity formation \\\n", "0 0 17.71 210.32 250.00 POINT (688.228 574.769) 1.00 Coal \n", "1 1 17.57 209.65 350.00 POINT (912.603 813.619) 1.00 Coal \n", "\n", " X Y \n", "0 688.23 574.77 \n", "1 912.60 813.62 " ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "orientations = pd.concat([orientations_coal]).reset_index()\n", "orientations['formation'] = 'Coal'\n", "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": "2022-04-09T07:01:15.274062Z", "start_time": "2022-04-09T07:01:14.724055Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 1561.0)" ] }, "execution_count": 18, "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": [ "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", "plt.xlabel('X [m]')\n", "plt.ylabel('Y [m]')\n", "plt.xlim(0,1370)\n", "plt.ylim(0,1561)" ] }, { "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": "2022-04-09T07:01:17.535987Z", "start_time": "2022-04-09T07:01:15.278064Z" } }, "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": "2022-04-09T07:01:19.048837Z", "start_time": "2022-04-09T07:01:17.539989Z" } }, "outputs": [ { "data": { "text/plain": [ "Model25 2022-04-09 09:01" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model = gp.create_model('Model25')\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": "2022-04-09T07:01:19.398557Z", "start_time": "2022-04-09T07:01:19.051839Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Active grids: ['regular']\n" ] }, { "data": { "text/plain": [ "Model25 2022-04-09 09:01" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.init_data(geo_model, [0,1370,0,1561,0,800], [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": "2022-04-09T07:01:19.509101Z", "start_time": "2022-04-09T07:01:19.407069Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id
0CoalDefault series1#0154821
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Coal Default series 1 #015482 1" ] }, "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": "2022-04-09T07:01:19.667162Z", "start_time": "2022-04-09T07:01:19.515109Z" } }, "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
0CoalStrata11#0154821
1BasementStrata12#9f00522
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Coal Strata1 1 #015482 1\n", "1 Basement Strata1 2 #9f0052 2" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.map_stack_to_surfaces(geo_model,\n", " {\n", " 'Strata1': ('Coal'),\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": "2022-04-09T07:01:19.729448Z", "start_time": "2022-04-09T07:01:19.670143Z" } }, "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", "
surface series order_surfaces color id No. of Interfaces No. of Orientations
0CoalStrata11#0154821102
1BasementStrata12#9f0052200
" ], "text/plain": [ " surface series order_surfaces color id No. of Interfaces No. of Orientations\n", "0 Coal Strata1 1 #015482 1 10 2\n", "1 Basement Strata1 2 #9f0052 2 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": "2022-04-09T07:01:20.139553Z", "start_time": "2022-04-09T07:01:19.731451Z" } }, "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([[ 6.85 , 7.805 , 4. ],\n", " [ 6.85 , 7.805 , 12. ],\n", " [ 6.85 , 7.805 , 20. ],\n", " ...,\n", " [1367.5 , 1548.49198718, 622.15332031],\n", " [1367.5 , 1553.49519231, 620.90863037],\n", " [1367.5 , 1558.49839744, 619.59674072]])" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.set_topography(\n", " source='gdal', filepath=file_path + 'raster25.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": "2022-04-09T07:01:20.437213Z", "start_time": "2022-04-09T07:01:20.142541Z" } }, "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": "2022-04-09T07:01:20.910140Z", "start_time": "2022-04-09T07:01:20.439220Z" } }, "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": "2022-04-09T07:01:24.001594Z", "start_time": "2022-04-09T07:01:20.913141Z" } }, "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 2225.67\n", "$C_o$ 117943.36\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": "2022-04-09T07:01:31.368749Z", "start_time": "2022-04-09T07:01:24.003593Z" } }, "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": "2022-04-09T07:01:32.241273Z", "start_time": "2022-04-09T07:01:31.369750Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "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": "2022-04-09T07:01:34.943177Z", "start_time": "2022-04-09T07:01:32.244272Z" } }, "outputs": [ { "data": { "image/png": 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k5ORVWZifnJxUJUBjY2NNT6g+3eWeA6COFlbX6ngBbiAQEdGl4A4AEZGP6v1VNfoAnLbg1//MJ06cUJsMwu/YsWOqBukSn0d1LACQUqqyosnJSdXBzEYCIiK6KO4AEBG1590TuHZPeGXL9k2TSdUzq70L7gMQEdHOBI+fJCJ687qKRUpERLRHsASIiGj3TNvgOXaApTtERLSbmAAQEe0SFfGr/05MTKi6f9XIyxyAiIh2DXsAiIh2w/T0tDoCTBXrqwRAHQugWnh5DgAREe0O7gAQEenRn9vdOzU1tcO9l85pAnYuHGNjY9wBICKi3cEEgIgIMzMzx44d264O56qE5mrh33mqEydOeE8FvioJBhER0aVgAkBEBNir8qpG/xp9CpVjND3/9PS0OmfAmw8QERFdO0wAiIi0yclJ56yua1GQMzk5KaVsCvRVH7A60usKnnN8fHxmZubqvD4iItobmAAQEbnUMcDXeiugCdf+iYhoN3EKEBER4C/0n5ycHBsbU/sAVz06n56edtbsx8bGcKWHARMREV0ZJgBERG2Mj49LKdXAflylGH1qakpN/Xee0GkLdkaCEhERXWtMAIiIti3COXHihDdqfz3UOQBtA31nCClzACIi2gVCSnm9XwMR0Y1vampqenr6xIkTV3Dvzk8LZg5ERHQ52ARMRLRLdpgsxFPAiIho17AEiIhoN0xOTqqR/+Pj486CvdMNfGXL/0RERFeACQAR0S5RhwxMTU2pgh91ozqAjNWYRES0a5gAEBHtHhXuX+9XQUREexoTACKi3dZU8c+UgIiIdhMTACKi3dN2qKjaFriyST7/4W9e6ooGOQOIiIguHRMAIqJdMjExMT4+fuLEiaYl/+npaXXc2GXlABMPf2K2YsZXt+aGh1IPPLK/P3XqDz57VV8vERHdmHgOABHRblDtvzucA3Ds2LFL/wd56otfn/rNzyISB4D0CIC+hflqf5JpABERXRTPASAi2iU7DPsfGxu79E6AqS9+fepLX8PIHfrPmXlk5leGR3KBxIWzr6QeeOTwRz79el8rERHduLgDQES0S9T0z9Y6n5mZmWPHjh07duyiJUA69G/6dzsz717buwHRWwZH+1InPvcbV+WVExHRjYQJABHR7lGFQE1bAaot+JKi/8/9ATpS7e9uSgPWl7GVm/wXn558+Kde1ysmIqIbDhMAIqI3uouE/l5OGmAGASA1MHbvbZMP/9T4vbddw9dHRERvKkwAiIjeEKanp9u2Adz8oV+ZW167pOjfkZlXtUAAIAQApgFERORgEzAR0S5R4z6FEEKIiYkJbyHQ1NTU1NRU0+Nv/tCvGD/20FzRQkc3IIFLXq9xon8AUkLKmbMvvutf/seJf/kfp5869zq/CiIierNjAkBEtEumpqbGx8ellGoYaFMO0OTmn/i5uRefR0e3/2bp/7/LwTSAiIgAMAEgIto1zgggdRzYsWPHJiYmnIV/JxmY+uLXjPd8ci5fRjiOzAIyC9s/5ZWnAVNf/PqVfA1ERPTmx5OAiYiuD5UMqBFAjqkvfm3qc19ARzd6hwGB1XkAWF0AgN7hbZ5J5QDiMj63lFNf/OrUl772V//mn7AxgIhor2ETMBHRLnHOAfA2+6ozgAHg1reLgVtban4EAJ0GKNumAbi8HMA2duB29gcTEe0pTACIiHZP2xxgenr6Xf/s3yHa0RL9O65xGpBfHfuxdzINICLaI5gAEBFdT/aUz+1Cf4cd1l/LNGDyE4/w4DAiohseEwAioutj4tHJ2eVs/dz8wvDQJX+QPw2QDfTddEmPv3RMA4iIbnRMAIiIdtvEo5Ozy2v1cwuXE/r7ba4DQGnzYgmActlpQLJe+PK/+/Xxe2+97BdGRERveEwAiIh2z8Sjk7Ozs8PV4Nzy2sLwoA7NxeUP8pl/EeEYekcu/kjtSrYCkvEo0wAiohsPEwAiol0yPT098Q//pYh2YGTnXltx8XDd1wlwbdIA9djc6v7+1Ktf/r3L+EAiInpjYwJARLRLxG1vF0m75ie9Q/+u92N2DNmvdRrgPDC3evAtw6f+4LOX/CmIiOiNiwkAEdE1N/WFP5v6/S8i0Q0ApU0UcujddyVP1DYfuJI04NJyAP+jkrXC/v4U0wAiojc7JgBERNfQ9NkXf/H/+Y9zW5b+8+p5AFcY/Xu1ZgKXnQZcSQ7QNz9f7U8efMvwic/9xiV9OBERvfEwASAiulZu/tAn55bX9MK/snpex9SXUbGzvdebBmyfA6wvo1FDesR91Poy6nV18kDf/Hz0lsHRvhTTACKiNyMmAEREV9/ho782t7yWEyE7fJZutP16SoC205QJtE0DPBG8K7Ogo3zH+rK+aNT0RXoEuWUAqNft5xzG+nJSVr/8n/8dZwQREb3pMAEgIrqa9Iz/FxcWhgea7ysV9EWjjkTSf9/lj+lUCutoNNCVBuw0YHNdnyvspAHSQjAMNEfw+pUo6RE39AeQGgDsgiUzCAGkBgFg5TwABAL2wwbH7r3txL/+lSt88UREdD0wASAiujomHp3MFUpvbYiF4YGZsy823706r4P+aOISnuwS8oHSpg7fGw0A6EqjsK4/Vt2e7MXmOkqb+vGhKJK9gNCJQSBgR/l2nmAGATv0B+D8dlhfRne/7xWpW9wXa0w+9FOTD/HwYCKiNwcmAEREr9fEo5MAZpfW5pbXJj/+C8e/+Z3Z5TXf8V4SyMzrsD49fPnL/f4PcEJ/QDcY5DMAYJottwQAoKMbuVX3w5N9bZ54dR69+7Dzb4QdX/bYgTsmH/opVgQREb3xBS7+ECIi2lludbZszG01fIU90n+RHkFmvvkuRdg9Ap5OAV0vZDUQ73I/oFRoDv0VVQLkpYuC9P8j2ateJwDkVgA7DXA+Y3oY0rJfzTbkTnfOnH3hXX/9rclHH+FWABHRG5xxvV8AEdGb29QX/mzm7Itzc3PIzNuRumwO/0sFlAqIJxFJtIT/ng9S/y0WUCy4z7GVx1YepQIKOd08oP7vUkhVyWN/xmQvkr0orKOw7r5IKf0L/ztuAuy8Z5zsnfriV1MPPDL91EuX9PKIiOh6YAkQEdGVu/mDn5zbaujV+q3c0Yc+DOD4N7/tPqK05V5H49s8jT0pyPdgu1Vgwy7m2Tbov/STfQVWXtMNwbqIX2wT1G//nJfy2XKryXj0y//u11kRRET0BsQSICKiK3HzBz85t7ymi+yV9PBof8/0mRf0Hy8p9FdkuwfbDQSdaedRWnMILtve2u7zSAAQ3r3f7daAti/3uZTPluzNAe/62Gf296de/fLvXfyFERHRLmICQER0eSYenZxdWqufm0fQLvqPxgGMHbgdwNzyGgCsLnjvgpR6RmdrXH2RPKFduN0+E/CG8tuH5737dH+w6gdQvQHt7Rjp79gPoCV75ypIPfDI/v7UqT/47MUeTUREu4QJABHRpVLTfs68fD6HEIYGsLqAQg7Qgfv4wTtml9Zml9d05KyGckZi+oOdeksnUC8X3ae+6BaBj/Dd3CYQ3zF2V/3BThoQCO7YUXDJ2wvbyAUTobOv3PyzH+fJwUREbxBMAIiILs4z6DPjhsu9w1hdUJdHH7gfqvpfAJBIDyGzsO3TeUN/lSHo4hzh7hXsxC4ZUjOCLlIa1OYOwJMG1Gs6jblIGtDyJJecGqyMjKCCuW//YPqpl9gVQER03bEJmIhoJxMPf0LVyTRH//BU70Tikx/96ekzL8w4DQAqxG/UEO/yPV1r6N+WkwmUtmA1EO9s80kBWA190fRZ0BqX7xin5zMIBPX1ReYLtXuepjPCANTr6B1uvhH65GAeF0BEdH0xASAi2snEw58AcGatnEPIvdUbhUdi7vI/PCF+U/S/Q+hfLrZJBpzHO1G+Ybr3OiVDWxvujfFOQLgHCABItCQGwLbJwFbevb6CiUO5Zfe6bh9WEPDsMzuHBwtz8qEHeVwAEdH1whIgIqKd5ALxMydPIRR1l7RV2U8iiUhc1cGMDqR/87H/jWrN/TBvQF8uuuUykah9qwSEG+UXNwEg1mE/3v886l6lqVtAbQ6oNGBrw5ckACjkAXt/wA3dt6ndUQ/byqO4sX0C0K4WaN0T+vcM6ouV8+6NTuivn6Mx9cWvTj/1ErcCiIiuC+4AEBG1p6b9bLw8v97VgUJOJwASyCzoGDo9DGDyo++bXcoc/8pf6A/zhf5qo0DYt3v+vS2X3GA6EnNDfCeC36FASD9Dsbk6KL8G0/TF7r79gaY0wMu+dfU8AiEA6O53TxFuz3PXymsA0L/fnnRkXeSVO8+QW5l89BcnH3rw0h5PRERXBxMAIqJmbsvvVl2v96edinYJAOWiGvJz9KEPjw6kpz7/FWQWICV6R/SjfKv4Ud95W767/Mv5G2vo7Gl+NcVNvTPgaK0OUg/Yrnu4NQ1A29heYPU8AMQ63WxBbv+0zrPkV/Wfunq3eeYdiGRtk0eGERHtJiYAREQuX8vvll3IvjqvL9LDTfU5kx99n9v7q8b+JLrtu6UnvlcFP77OAc+nFS2lNZ4CIW+Uv3N1kJMnOB/o3R9w0gB9o+fTCc9VPuMW7seTnsdsF9cLAFhfRq2CvptanvDS5FaT8Wj2m49d5ocREdGVYAJARORz+GcemVteyyXtJX8JlLf0UH8nuI/EABx94H69/O9t/C0VkOi2C37sQLi85W4CtHYAA7AsAIglfDc6n6tY0NeG4XkGT9rgTQOcIiJv5uCE723SAKlnDXk7hr0NwU4asF0OoMr9g+HmWv9LTQPsx+VWeHIwEdEuYAJAROQ6fPSfnzl5EqEY4JT9SGQWdEzvr/OZ/Oj7/sOXvpIr2MG6isud7YLeEUCiXLKfW7YP/RWroeNgFeJ7n9CRX0Mw7CYJrVSeYJj25oN0Mwf49wdKmwjH7Ac7LwAAEO9yA/dLTANWXkPM3mpwN0Bsl5kGJGubPDmYiOiaYgJARATYLb/1c/ML3R0AUMghPaTv012/wj2uKz2sl/8/+3v2OCAPtxbI/gd2h9A/7LmrtAkJSMs3P1S0FP1HOwCgUtzpFm+4X6sAgBlsDvcrRf2BarLQdh3DThrgqwhCc2ivWoF1FZD/rh1zgLF7bx2/9zbvLc9+/cRKIgyAJwcTEV0LHANKRHud0/JbPze/MDigw/205xyrRLcuAepIAUBhHZCjA+nZpQykxOa6my2Ui4DQc3jUh6SHIO1SHWnH6ErYnxVUijpAt4DSJqIJQLQ8XqJUQGkTholGAwCsOgB9C4BGQ99S9NwiDEgLjRqsBgJBu3mggHBMZwIqsfFNFPXMD4136T9u5QA7DZD6//WGwMprCIY9X4y/paHd3FHvOQDTT53D+gqAuYVl9I7MrlewXknWNg+//xdP/cl/AxERXVVMAIhoT3MH/ixnMDgAHa0DmQVfy69TAgQ4OwMzZ19ARzcKOcC7qC8RiUECm1lAYHUBvcOQ26/6q09XKaFJqeCJ4D2PjCb0g00TsKPqSgmGgXAMpglpQVpo1GFZEAZMEw17NKe0YDX0WKFYAuUi6jVIyz2FQIj2aUCsC8L+4+p59I644bw6sRjwJwBoE/XbSYEK/aefOgdg5qmXfMcI1OtYyQJAIJgDcku5qS99g3NCiYiuLpYAEdGeNvHwJ2aXMnOBFAB3xCeAwrq/5VcC9hFgQhx96MMAjn/lzwGg0dCxONot6hdyzYdq6cfYmwLe0D8cda9LBdTrCIWBdocBNxq6GUD9G67mC0nANN1NAABGAABMU1cBOcxA844BADMI+CeKNhUFZeZhBtGo2V0Q/iX9bQ8Sbi4AGjtw68xTL+k/ONF/yn+CWCAI2CeICeOv/vWvcE4oEdHVwgSAiPauiUcnZ59/bi5XAuCr+Pe1/Nrnf8Eu4CnkRm+9dSmbL1dr2NrQS+atoT+gq3R2SA8c3tAf9oZAvYZAUN9Vsht8nXxDZQWq/aBa9n06ta4PIBjWj7caaNTd55f+buNG3f3jDmlAcQNCINrhmxe0XRpQ3HCngnoeNnbvreMHbpv60tebQ//m48P8T5tbGfvxH+XJwUREVwUTACLai9zKn0weAArrbtG/GuMjPC2/PUNusN5oDPSmACxl8wjHsLYIaUHCPQLMeaSTG+DyQ38VyqsY2OkwVlE+7D0H3dobcPsB1PK/mgJUrwJAIAxIWBYME3VnE0BAWvYXKGAYvgRA8aYB6k1QaUClhEAAZrDducKeP6gDxXwJAACM3Xvb+IHbpv797+t6oZ7B7Y8Nbtc4zJODiYiuBuPiDyEiuvHkVs+8fH6uUEdh3Rf9A+hIoaMbADq69cXaor6rkINpRkLBSEcnwlFAomfQXk2XqBTdyD4cQ2oAhRw2s77o3/eYqC/6r5RQKaHR0PG9s29Q3kJ5y7fG772olFAt6/BdShiGWy8EoFEDAMPQdT7SOdnXjv6lpY8gsCxYDUj7RIJGDY0aihu6PUBKxDoQ60A4qquANjLYysO3gmS3T6yeRyCE3n2t7/r4gdtml7P6JRkGLAvbrkHZz+aV7Jv64ldTDzwy7VQQERHR5eMOABHtRakf+elczf7XT1Xj65Zf+0a1ug+gZwhrizosNoyj774fwPGTr+qHORX8qhU4kfSF+5l5CEM/Ses8H4fzJN52glBEXzTV98PuBLAayY5YJBSMhPR8z6XVrN6dWM162wAGelNLq1m11l4uVwzTsBoWAGEISEidMEg7N/AP8BEGAgFAuLsBAIqbOrUA2uwGrM7rB6t5Qfa5AaP9qaM/8SNTX/waAOQzMAMobupdgm3nhG5zB48MIyJ6HZgAENHeMvHo5JmXz+dkCJl5wD64qrDu9q06EbyqBTIM9AxidUFd7A/WlrP5cke6uXl37YKuZkm31AI5uYH3yZuG/7QN/RVv5Y9hJjtiyUTs6PverW77/f/1p+VqrVAsJxKxcqVWrVYtCFgNSOkkLRAiEolUq9VQKFStlKUlAQSDgVqtFg5HqpWyZek6HAEpLeke9aUn/EhAwAxAWujo9p09rNIAVS/U9ugAuGmALwFYXwYEahW3TGinswLa38cjw4iIrgwTACLaK1Tdf+bkuWc6O5GZd0N/2Mv80nLDd7gtv05u0B+SIpFcyuY96/1ODY8A7GIh7wwcFfGrJ4eTHsg2cz8BhKPw/ptsh/7JRMz579H3vXv61HOAnDn9HABU7cp+qwHD1PU/9haBrwtZ3auKheyIH4YRCYVgNSLhYD63IQQsiUgkUi5uwQy4hUYO9VTqPARskwa0HiQcTwIY7e85+m47AXBPDbMfffkJAIC++fPV/uTBtwzzyDAiokvHBICIbnwq9Aeg1/4h9YQfhxA6QBdGU8uvZ2E+uj9UE1Zjdinjhtpu76/dvNuwZ3c2Nf7qgqLBNnM/1y7AauinUgdseUJ/FfcD2H/TyMyp52A/qDn0914ACAYh7RRCh/5m84P1I8M6gq+pqh4rEu+w6lVDGNVqNRAwq5UqpFORL4Bt0oDiBmJ207MzJmh9BfWq0w8w+QvvnT57buapczqDAtxZq3Cfvp2d8oO++fPRWwZH+1JMA4iILgWbgIloD8itqq5fHf0DSA9DCAjhdvp2pHRE62/5BYBQFKHo0Qd/dPxdEzr67xlEZ4+OpFXzLuxsIRRGONZm7E8iiWiHG/17O4BVUL52AQCqJRW1JxOx0YF0MhHLFYr7bxqZzW7qJX8A1aqO/nWRj3/hPxhCMAQICIFwVN/Y+hhHow4IQOjOYzNYLpWqRqgszJtG9//8Tz8QiYQj0QiEYZ9mLHWn8mYWm1n91VWKgHCnHhXyevm/XkXA/Vyzy2uj/SkASCRRq6C40dzpu8OS1PqyLspquhFYGdlXevnChbOvHP7Ipyc+9pntn4KIiACeBExEe8SZl8/natKd9pNZ0IU6qsJHlQAB6BnE2gVsrAGAYeqL9AiA0YH0bz72R+jsQaOh43jvM6imYcty9wSU1gMBWud+dvYAwNaGk0gkuzpU6J+rWgDc0L9W0SFyrYJgRA/SMQwd1of8Z/G6WwTtHhOJQwDlIoRAKOKG3uqWWgUSs0trs1//axih0cHexfPzhiHK5Yq7G6C+qM0sGg3Afm+dg4Slpxt4K6eqgGaX18YP3K73XmoV+/Bg/5nBst1y//qSvlA5QO+IPkagXlO3rIzsWwFw5un9famWDyYiIh+WABHRjUwV/5x5+XyuVPOM+5TILOpAtmmQpWEiNYjMPAwTqQFklwAgNTCQCEdCwdmXX0Ek3hzHq+OBVSwu7CIi+If9q4qXnkE7trU/q3frAMDWRrJ/QNX87L9pZOb08+4Lc6L5ahmhCKS/4Kcp9FdHBKjHmN7HeMf7ONcCkBBCVx8p6twxJRKDJQE5OpBulwbUEQjq8wTMoE4AVI+vOjPY3xA8+QvvnT774szZc+7tbsuE9+XZF77zwoRuHoDnqGBnW8C+ZezA7TwyjIhoB0wAiOiGNfHwJ5DsnV1am5ud1bXmkZgb9HuX/OFfzlec60Ju/0C6EoovvTYHAKlB3xJ1peSb8+N9BtidAGrikLRnCsF/4JedUXRV8slEbPTuezyhf8v5X2jqTHBCf+HLE+pVxDqRXfJ3KjuPFS0L7QLlIqwGYgn32YqbevdAvXUSkJabBhQ29SPNgC4OEnYaoLoC1GaIfy7Q2DvePn7g9qkvfBVoe16YPwdYfg2hsP+oYAEAq/PNOy2r8wgE0d2v/8iTg4mItsceACK6kc0+/9zc7CwAXbAuJaRds55IIpHE2gV9UcihkNOndxVyehZnfk1VAT3y7vsj5Q2kBmA1kJnH2gWdRag4PtqBqD0mv2dIP4O3EyA9go6UjqSdnoGtDV12r/oBJD71gZ8Y7UvN/MVf6p2Hatl3/pdp+hKGUAShiC7fV2GxE/2Ho4h3QQhYFjazyCzoxwgBYeiDwPR/DUCgXELZ3q8oFlAsAEC5CCOAQAiNOhp1lIuoFGGYs8tr1WBkYHhYCGHUq/6yfYlqGY0aTBPhCLbynkFAXahWUNycOXsOwNiB2/R5Yd5uhCYSCEchDGyseQ4MloBsjv4B9I640T+AZN/M2Rff9bHPTH3p69s+PxHRXsUEgIhuTBOPTs6WjblcEfC0/MJfmROKAsDGGjbW9NDM1QU9ySe7hNQAABjm0Yc+fPw7z86urCO75Pb+VreJ46FO1bXcZmLn9N9oh+e0gSikhY2sd3l+emFz5pUV+/nt0N9Z7y/kUNoEnNAfdkwv3FQBas/Bju/7RiAMHfQLO09Q/1XvRmnLDf2jcfe0r+Km3gSIRGEGYAbsNGALlRIMY3YpIy3LCIWNetWw6rrgp17TX776EtRxwoU8CnmszjsNwdNnXxw/cLv+QoL+Qw+aDgBO9urzwq5Msm/qdx7jycFERE1YAkRENxpV9197YeHbNXtF3Dnny6nPCUfdONOp+K+WvWU/TrA+kOoCsJTNu7eHosheAIDUILIXYFnotduLIdwDBIA2BUWtzQM9g5NH3/8fvvR/cgW7Y7h1sR8C2Qvu7E5nCVztYCgRZ/SQAOBG9o2aPqVL3yV99wKIxvWFOvlLShQ3EeuAlPbDpe4KaNQBwAwAQHEDEIYhAqZpRGK6IsgM2lU8Qn91SqWEcFSX6TudAN95wn0N3rop58NVA4CAb3Xf+4CLkwCQW03Go9lvPnZpH0JEdINjAkBEN5qJhz8xu5Spr1QXQnUASA/bU/8lhAHLAqR7IJez0O6Nub0Xpjk6kF7K5sswASCz4PtkhukeuOst7ldUDqBGA+kZQcPuveqRhdzorbfmCkUd/XszEEAnG/CEu6pjQfUZw+5kkBK9w76Y2BvfR2Kell+gtOVee0P/ZtLzv/7mYJUGGAGUNtXLCwTMgGlYUlYrdv+xAOo136nGKgcAEAgmE7FfffgDuhPAKRMqbrj9AKqNWOnu3ybav5QcwPN15Vb396de/fLvXcJHERHdyFgCREQ3mtmlzNzy2kKojvQwpERmAT1DkBLCQM8gOlNuDU+17NbYOJU8WxsobcI0VclNMhE7+r536+gfQHoEhgnDRGePHt/ZmUKnOkDggmfMfwzhGHoGdXqgon/Y4bvn6IDRW28tV2u5QlGdNgDYJUkArAY21pwKf/1RqmPBIaWO3TOL7o1OlhKJIxoHhH5Maas5+lcfvkP0Xy6itOkOBYomEE1AqOOE685uRr3eqDcsQ4hQOOwrB6qUfV+vGUS1DIlcoXj8T76RFFUAiHch3oXihu/zq92b7v52a//eF3nRNSxPkpDsLb18IfXAI4c/8umLfRQR0Y2MOwBEdOOYeHRydmmt/uL8QqoDhXUkugHZfkSPc6O6cCZ+Nuq63h1A7whW548++OPfePKZZUQBNLfkAghH7SV5e5qQ7ygA6SzzN39eAIVcf6ormuqdXfcE5QBW5/VZY2q+UPPhwTEAvjKbchGFdQD2kFOhhw4BSI+4c0fLns8S8Z9T1sxfI+TUHQHu4FGrod8lz0cYhggFAwDKhU3Ua7rgJxRBpawfoW5JDQBIiloyHs1tlXIypBuChfCM8VnVD3aOCr4qmwAAgL75+Wp/cn9/6tQffPYSPpyI6EbDBICIbgSq7j9XKL7/gfGpz/6ejhpVWNx0yJdzIK43fgXQO4zVBZgmugcghM4HEsn9icByNl8O2aUy3hGcav17dcH3DK21QE0fovOEBgxz8iPvO/7438wuZdycwRvr6w+JYW1RnzWGltDfoWN6PY8TmXlAuAefqaMP4DkKrQ3PrwPvM4djuvkYngQgHPWVAwGwLAgD0gqFQvV6zapWdDYViqC4CTMIAJUiuvsR7wQEhM4BZpfXsL6iQ3/v5oYa+d93U/vzAXx2SAO2/x2XW93fnxrtS5343G9s/+FERDcgngRMRG9uKvQHMLu0NreceT/QlYjlN7MA9Mj/1Xn0DmN1HmsXfId8qZbf7n5UK9hSE37SALC+hHi3MxhUDNw6kBqYffZpJJIIReyjwQbdV9A7rJfqKyW3FmiH3t+eQbXGf/ShD882MLuyrqPq9glDDACkhc0sNtftFgJ/9N+6nF/eshfO/TM6IZFZ8OcA0m0L1h9b3J/uGj14ePzgnW3f8NmlDIDjj/8togmUCu6Gia1aq+t4XPUKWxYCQb0hEImhUcPWBgDEu3II/urY4d/6w8fz6s0pbrjv28pr9jnBzovcgcT6CgBdd+RkU+vL9i3D7i0A6nX0DiPZO1fG3FMvHf7Ip5PxKNMAIto7uANARG9uEw9/AsBs2ZhbziDeNXbwjtH+nuNf+QsU1tEzhEpxu/IbJJKQwNY6AMS7sbUOqatTsL6ERgO9I0fvewuA49/4G8AfgqoSHbRr+VUHb63Zo4HUBTwxqP0hkVoJ8c5ytdb8wvST+MN6tYmRHnJfR2bB081sa7Mn4L/XPQ5ZaQ79H/nZ9wCYXcrMLq/NLWdml9bUnaMDPepi7MAdowNp+zGZmdMv6P0BlQbYzydqFRnwrDHVa3pDIBDSo4HMIIAuo/GpD//k8SdenX3+WUD1+woAWHkNsU73bQHcL7wpF9BHBQv9WRyqgsh3SwAA6p50JT0MoG9BVwQxDSCiPYIJABG9uU08/IlcoZg5dW6ht1vFc/sDlblCHdi50L9l5o8aFuTcYgYATH7645977EvL2bz7se2P+40CcGN9w541pPIEb02/0mgM9KagRou2/VgV4zrB/dqi5yRjmy7099T5qNef6G4f+jt890pAoLwVCYX+/oNjowPp6TMvzJx5ofnDBdziIikBjA70qExgdilz/PG/9c0JdXIAWEIIS31d9Tqsut4NCPlm/0dCwWRX59LCAmKd+vwypZDTncHuUcEtOYCO/p05ofY5wQACQXT36XtVmVYg4PYYrHqmOfnTADYGENENjwkAEb1ZOXX/Z14+j1JBT6vsHdkfqAjLml3KwDDcBlb1T52qBVKF/hm74l+VAMHeB1AXQg/oXMrm9SK9d4Vejf8H9D6AQ9UCoV2e4L8evfVWhKOqnEbT/QNDgL3er66FPeGnqXxfxfTeFX21J+Ar/b+EPQEAwOQv/xyANtG/2L72RsrRgbTacrE/UKK4qc4HQDSBRiMQMK1GXfcDqBMGpIQZRDgCqCPDjEC9EjDNH/7xH5/5zg90BK/eKBXc1yqeBABu7J9rCv29D2ipa9qOTgMkoNMtpgFEtBcwASCiN6WJhz+BZK+O/uNJHcOtzkOIyU9/fPov/nLm7IvuIJ2mQ75U5U+8G/BchMK6+l9dJLoRiuwP1UWjMdsII7vkG4bjpdbpq54KfrTMCHISBquB3pGjR24GcPzxb7XWBSEcc88qDsd0uOv2GY8A/pgerdsCAgDSw5cY+qt7xw7e4Qv9m+P+pnja98exA7ePH7xj6vNfAYDsMiBhNZDqVyNHDWmhWrZqVX0ascoB1JHDlTLqFQRCXUYj2dc/Z8XcMwEAFDcQ62x/QJjqEGh/QNjlUF+EMzQJ9t/m/Av7+3pe/Yv/8bqenIjojYrnABDRm1Vufu7MyZNu9F8uoqMbieRjX/rDMysFJJI6+E4kkV3S0X9hHYV1hMIAsLWOjYzvotHARgaZBTQayGe6qhuPvPv+2aUMsku6N8Aw3XMA0iPo7HGPFFBU/65p6qH+ErAasBrIzCM1qFOItQuj9x78xpPP6FJ4Z0Y+7JbfQg6b674egN4RdKR0UN4U1nsj+3IRiZQuFnKPAog1R//loreBePKXf645+m9PAAJC/df+IwQgZs6emz7zIoQBIWA1EIkjPQxhIJpAJGYJI9TRBZUJABACgSAsSx0RIGtV1Kt5GQAwduA2fSYAgOKGPhWhkNObKpo9+98wEAhd7DVfmvSIW22Vmcf6MuLJua2G8d5PTn3xa1fnUxARvZFwB4CI3pQOH/3nZ06eQiiK9LCOCFXI2zO0P1jNFYr5UBeyFzyF/v6hn80V/yYAdA9gXRX6d6sh/SKRXMrm21fyeE/qzV5wL6xGc2NuVe1CDOo8oW1lUbhlFV8IpIcAFfHb6/GRmH7ZrdM8mxID9TApPYcStCkHmvzo+2aXMse/+W19Y5uCn21abxXpPmrswO3jB25/7I/+dC5jH+kVTQASloXsBcM0A6ZZ3dpEIAQzoOcCqWeolZFIJru6konobKEB2MU/3QOqEMv9dN7dgEIOxU303XRJJwFsp+kXoNoKMIPo7gckhFAPmHz4PZMPv+d1fBoiojcW7gAQ0ZvMxKOTh4/+8zNnnkJqEImkL4iTFlbnH3now92xMLIX9LK9aSI1gN5hmCbSw+hMwzSxvoTONDrTECY604h3Q5ioVhDtRFQPn3nwwQekWn5ODeh1aNW92nRSr3ORtQ8ZUNU+UIcNlwAg2uHsEhx96MOl7Go5u6rbfzey0ENLbR0pdKhV/EXfrE+1kK9KaFbnfR/Sut6vTkEWnrsAvQECHf0ffeB+ADNnX9T3bhf9i22if3i2AYCZsy/OLq898qGf1kv4AEoFlApYX4YQVqNRrdWFGTACQT2fR+0DCH1SWC6fX1pdS4oqtnKoVxGK6L9Z78nH6mQAACvnUatu85peB7UVoKJ/AFLvNkx98WvGez459cWvOTNniYje1JgAENGbycTDn8jNz515+TzMIAo5t7hFSvQMoSOl6mqW6gEkkqiW0dWjLyoVRDtRrQBAtBPxbl2cE+vUUbu6MFQBTwShyOhA+sH73opGA6sL+sHeWqDUANLDMExkL+gLAJ096OwBPKG/mnnvtASEo/ppLQtrF+w2X0N3/Soq2VDL/4UcInFfDY+3HMhrM9tc6tORQiLV5k0srKusQM38mV1as2t7vIQb/TffKLbLCY7/+XcAjB243c0BIFAp6fE+gDSDgWjcMDy/eqyGXVOEesMqF4uBcgGxDkBi9TycPepaBbWK51NJ1Mq6OVheUrtvGzt9lPerk4DEZnbqc1+YOXvu5g98fOJjn7miz0dE9EbBBICI3kwm/8Wnzrwyj1IBvcOAvRAuJSpF3Tsb7Tj+lT+vViq6+Ef9d2tDB/dqrKQK1ksbMEyEwihtANAXW+veIZWzjRC6emCansi+jM4evSZdLeuL7JJeqNY7BoP2jkEU3f0o5LCx5h4EBswsbtpHhi2iM9Xc56rX+BfcxX493geAZ9Zn04fAs9jvrfL3Fgt5ro8+cP/sUmbmzAs7ldA4d5UK2MpjK7fN3a7psy+OH7xd5wDVEoqbCEf1I8NRhKPVatUwA4BAvQbDRKMBqw4AW/n6RrYrKIZ7U8gs6lQN9tetEgBnHFCsE7FOFNbdPYGrXM3a8nSlTZgBdHTPVYyZs+dS7z56+COfvrqfkoho17AHgIjeNG7+4CfnljN67R/OqM11fbG1gXjnQKort7xUDtr9o3DOAZBuiX+j4fYAOBcOM6CW+UdTCV2pr5oEvON9VJKgRgOlh3eaEWSY+i7DRM/g2ME75147707/vOixX+Wifox31qf6d7u1uF+V9zi5wQ6Tfwrrk5/++PFvfnt2aa1dGO+p+y8VdPtEw/MFdqXtqza/QVQzwNQf/Bky8zADSPbrRfSifV6YRCBgWuWiJSUadQgDjToadWk1jEbtpltvm59faAQj6N1nvwzhdgJ4kyUV/fftb33hl2Sn334t9zkDQ+23vW9hvtqX3D/Qw4GhRPSmwx0AInoTmHh08uYPfrJ+bh6lLbtxVqKwrgO1Qg7hKKSFQu4n7xjuikeQX0NeDfapI59B9wAaDR3oq2h+fQnpYd+FaaIrrUPbahnVMoBqpQIApomtDXu8T8TdImg0IOGfETTcZkaQs3tQKb3w0ivlag0AwjEd9EsLm1m3BEhtZTiF7+qLVeVAisoEhNBfTutif2EdhZZyIP/kn6MPfXh2eW2b6N/5kIIb/SeS7psDIJ/Rb2+7j1dNBWMHbke0A6GoPhYAAtEORBOolFAt1iU6072o14S09BEBwZCIdchox8Jqdt/td0YiEWzl9J6DlIh3oVbRGziKmgTad5O/CeTStgIu8rB29/Xavear82rfaWV4JBdIXDjzMncDiOhNhwkAEb2hTTw6OfHo5OzS2tzy2sLQgI7D1FK3lNhcR88QLAurC2rO5vRTL9556DBgL+R3pWEGsH5B9/4CuuUXQLWiL9T4/3i3e2BwIYdC7uj73m1tbejeX2l5ol5bVw+6/HVBTi1Q9oKO3VU5EICeQRRy4erWHbe+xS0H6hlCegRCzQMtuicAwJ4LpL5G77G15SI67FmfrS3CTTORlMyC2/sbiQNidCB9keIf51hfnYrYD21KA7ahC4He8Xb95+IGipsQAmsXYBgQBkqF3PKFQCgUjsYgLQgBMwgIBIJ1I7C4ktFjguo1nQasnketgmDY92mCYXtnwB+yN8X368tYXXDfQ2nfmPE3Uvvubqd3xN11cdOA4VwgzjSAiN5cmAAQ0RvXxMOfQG5VRf9I2H2lTjFMRzeEACQ6UzAMVEvo7BGJ5Pe+9be69/fCq4BdNKIO/Ooe0Gf9qouNDLoHAGAjg1BYbxeszqNRH7v3NqwuqNIUrM7bA4UCyC4B7hYBGg23KEXtDKiKf3hnBFnYyGJ1AZb1yLvvn3v6jG/hfG3R1z8Az+YAgN5hfX4WZNMqPtLDKKy36f1NpNqXwqgcADj6wDsAzC6ttX/TS1u+6L8tJw3IZ3xHd9lmzr7o5gDxTn2rKgGyLEQTACBEvV6vNxqReCIUtiN7q4F6vVqtAgiYpntCgpSIdXoifuh+AHdPoGVVX/0pu+zesrqA1XmsL+sxowAy89ukAdvzpgEZ1Z7hSwNu/sDHL+8JiYh2HXsAiOgN7eaf+PtzuaIO+iVQ3tJ3rC2iZxBoKvTH5Kc//pu//V89hft1AEiPNMd53pr+7gFkFmCaSA3q+D41MJAIy0JuGVF9hDDgq8lRnGtP3zAyC7ryR7UdA+gZ1EeS9QyOdsdnX3pJD/9xvhB9Qpahi/t1kQ8Ap7hfvYCW4n5nGKi3HyCzoB/pOyHYXv9Oj0x+9Kdnl9fc2f+O0pZ7HU20zP/ZRj6DQACAZ/KP5jYDOMUzAGKduh8gHIURQGnTMEQo3mFZslosAAJWHYYJiEjQrDcadUvq3YBYh04hevfpmUX6uICmw4A9L1U1CYSjSPYBwOp5wB7zr55B3WK/M5fXSiybjhD2NFvnM8l49Mv/7jPjB26/jCckItot3AEgojeow0d/LfXgP5irhSCB1QWUttzoPxxFOIqNLDaygL3Wnho8+u77Z586U070uGd7ATADvkJ/by1Qp6r4r+gLdZ6XquQBhPcIYUDXAqkCoXxGB/35NeS9S+lC1wIJwx0WtKaftl8Wy9Va87K6MwlUXwjdD+Ar7lcjQVvW+3cYCWqv92uJbiS6neC4+dzf0pYb/UcTeoX+EnWlUddjfJp2A1QzwNEH3gEIrC8jEIQZRKwDsU7EOmAGYNURjlqBSLVWNwwRiicAwAiooavlWr1uSVGvolaFGUS17B79qzKl1qIgwLcV0HcTwlGYASzPQUrPmH971FLTGcBN7eDb0Z9BIj3sa852PrwrnQvE3/WxX0+9++i0c8wCEdEbBhMAInrDUS2/mVMv5jIrgGfaD1QVexQAeobQO6Km/ut22+yFx19Y+MaTzyC7pEuAKiV0pe2RnRVd6N+2FmhrXdcC5TMIRgD5j8cO3tEVAuw2YnWxOo/skt5VcHp/nUyjWka1hEYDjYauewlF9TbFRlbV/f/kHcM6aXFUiuiwR4J2dNs5g90T3HSwF9oV9zeNBG09JBj2EWDp4aMP3K/bf3335lDIIRpHNN7+r2RnXWnEk/papwEq0xDTZ18c7e8ZO3A7GnWEokjZq/WxDkQ7YAZgBlAtWcKo1uqolIx6BY0aDBOGAcvSuyhCIBRBvYZQ2B0NpIqC4DkdzMfOASzr4keGed8xb7fATjx7Bd40wLulYKcBxv1/b+LX/j0zASJ642ACQERvIM0tv+lhFHJ62o+E78TctUU9LUeViSeSAMLVrUooDtg1M4M369V6p+I/FEajgQ0V0DewkUFmQYfs60u6KGj9gkoGvvfCq+juR3oYZgCA7icGfMOCVBNwdkm3BAB6nwFAKKrDYJUDrF342CMPzS5nYNjHfnm7fnvsY79UWzOAzXV/cb9ER7dOFbykbD5I2Nsl3CQzPzrQ0679V5XoLFzqEnhb8STiSRQ3daEOBICZs+dUMwCiHQCwtYHMor5XAOWifnAkbpW2qoXN3t50uFaEBOo1NOq6TrVeQ6OGaIfbE6w4nRhqOb+ZdGv9nQMEfF+ydLcLVBDvPMdFcoB2lULxzjZzV6G/W2aeOveuj/060wAieoNgAkBEbyS51TMvz89tNdyW315/y29mwY2+Cjm9sm733T7y7vuTVgmpATQayGfc1Xo3uG83/TM9rEuAPEVBx7/zbDmYwPoSqhVf9b8qAYI7LEjvA6jXEIq6F45KSR/7BXxvfr15jd9p+e0Z0lHs2qK92L/oCzXVaQaXOBK0KRhNDwMiEgoBmF1uaf/tHXHf5/YurTh+fRmBkFuoAwCYOXsOwNj9b0etjNImBOy2ZqEX+HsGkVtRy/zLazmZ6I6EAvrrshoQAoGQkBYaNQC+0UD1KupV356AY+U1rC8DEt196O7zh/vbDwHtHbbfB+nM+fG9B+0zDQBAIYdSwX0xrTxpwM0f+uTho7/GE4WJ6HphAkBEbxRTX/izmbMv5jIrbm+lKv1PdLvL/E74q6Z/Kk67be/wUq6gS4CaVuu9Ff9N0z/V6WCqOmhrHd0D/WFZyq4iFAaArXXkMzrK954tsGpvHWQWkBrQp31lL7gXACold46Nk0VsZO01/mzz+V96rhHQ0Y2OliX8nUeCOov3TtWQ92HlIhLJO26/pU30D7sHIJFE5IpKgBz1KkLhlq5cTJ99cfbpM6jXEAgiPaILhIRArBORONYuQErEOlRiUK3WrGAkkkwhEIRhwAgAkLVaQO2reN/SagWxDl/vgTdAb98hcAl6h33jPldec4v+dyAMCAOZhYuMFepKz3z/5Fwmf+aV82denj/8kU8zDSCi3ccpQET0hnDzBz85t7wGM4CtHKS98N80aEVKX7m2qp9Zu+DU2Iy+9d7ZpYxvOI8azB8M63A/FNa7Aenh5guPow/+OIDj3/hr95xgdaqAPSPIvVAzgpwLtBsWBCAcHTt45/ihO6f+7e8AgGG4k3+aJgKpU4HV/oBuCwakXVSf8ZwQ7NTxqHC/7QnB8JwVAEz+8s8d/+a3fTmAb/KPE/2Lpv9tvn0H7lCgpPfm/UYRoejcWh4A4l1uPK1HA3UA0KOBJAAEAmbANOoNq16yX38ggHpNf42lAjpTqNfQu8+tCIJwJxEJgdwqAkH9x+3mme5scx0le+7QJVI9ADs/fvU8IPRfUz6TjEe7ErFkIsoThYlo13AHgIiuMz3tZ6uBcgEA4vYhuE2rE1JCCHWkrK96XpUAhaJjP/UeqcpvUgPNJwGrQv+NjK8WSHX9qgtvLZBpjt578H8+cc4/LEiiWtYvzD3tawkAvMOC1LFfhZw69ksfURyOAhgdSM8uZdzG5fRIm4J+AJvrOpSXEpkFrNlVQPYqPhJJu4wegKfUp6kcSHGuo3G1uu+L/lcXdNJyqe2/l3DQrmqKAHzF+sDoPQcf+dDfte/Ko5gHBDILCARhBhDrRLRDjwYSgEC93qg3rIBpAFL/7dTrsCxYljo2GFt59I4AUvceqJfnfEYp3f5v2F3Ol069/6VNRBOXF/07RzjvRE0gncfqvGoUnisL+yix/+syXiQR0ZViAkBE183Eo5M3f+iTmVMv5hACgPSIO45Gk3p+ZaWka10WXnaXtFX1fM8grAYy88+fPjl+7+0AkF1C77A+tKt35OLTP1VRULQT1QoARDuPf+XP1YW+xWq4PbVOLZAaA7qxplMONYo0M69GWKpjv/QRxV7OsV9ri827BIA7CVT1pDrzPb0nBKuIv5BrcwRY24xCzf+ROPrAO9rV/0gU1puL3Z0ov33BfOut/tr6eJdnKJBOA3QngHM2MIBiHgAadV0HJUTTaKC6RL1hRRIdISFRLQMShgEB1KowAgjHUMijkLc/aRLVit1/7LwuiXiX7idxjwzbnor7nY1xYaBcVEmUDBgw7L8OU6BlN0SaBgBs5VHIu49sZQh9lJh6iO9E4ZhKAzg8lIiuNSYARHQdTDw6+c/Fj0z87ol//L+f+cRTuX/1+FkAbkzpBM1qzCXUMv86IjG93t9UPa/GgAKPv7CAzh4A7mp9teyb/qkurIZuA1AXKmQ3TFW+n+zqWDp/vlyt6b4CQF+EIjrob9QB4Y4BNUxkl5AegWHCMO0LA73D+ohiAMDoQFo/20ZWz+2RVvMAn0pRl/47M47gbxfWI0GHdhoJ6q2S0tcCmQW9BeHlNv62BqztTtVt85jt9gS8C/M6DZg+++L4gdvd24ubkFJPBypuQq38q9FA6sCHSLy+tVnNrgz2JIPS0u2/8MxZatTQqKGQRyGH1fOoVxEItj8SWJ0hoIN76Qb60v6zQKxal4boqtSlKfblyxB4i9kdrlvRSm1fvnzH0ubbzuc7K7VQw7pzabOrXL9/bv2mXMmU8ta14uBm+a6lzbdVO7tL9c5KPf7aq52VmhS4I7PVWakBiFfrnZX6wGblrqXNzkpNAG+1kl0d/dIQ+/Pl0NKckBKGsbJv36YRy4Xi7/rYZ3p+4qPTT59r+74TEb1Ogev9Aohob5l4+BNI9v7w7/55F6JhmCGYEjKK4P/z+HP/930dbgG9ok7wVTmAlFidR+8IVuch7MULZ2k8kfzYIz//W//5OBDSNfqNOnpH9EV6GFvARkZflOzFYJUGlDbcC+BnfuYnvvGNPy9n130dAt7CetVVXMihWtb5RiGHaskuELrQdP6X83GzSxn0DOnX3zOEzDyEgbVF9Az51vh7hvT+gOp5WFvEpn0GgkMt9jed9qWW8wvrvhxA7V0UcgDmWncAPPdehAqqL6ELwPcBKtbfygE4/d3vjh+4fezAbTNnz6FaQSCEehWJLhTygL1CH+t0RwOtXYAhrGp1eS03NDx4fuGCJSWMIKyGfh2Wp3NDSoSjCASxlUe8y58DCNSrqs0gaMlawEBxM1StRSIdobp11+qWIfFktwjV63dWQ4PFSj4YSNVqt60VTyfFSNWQMO9c3azBAPCO85WKYQQsuS9flsA9mcLoeinWaACoQwAQqU4DMAu5Hzqf3wqaHbX6/lxpMxSI1RqmlHVDGJbct1EuBYxw3RreKK9HEy+novFC7u7Xcksd4ULIvHNla6kjPN/Vfevy1s899M+KQfMf3XXwU//wZ/aNH7r0t56IaGfcASC6PBOPTl7vl/Cmd8vvfsWEoRZjLbveIghj5MKqrv/pbYlfAX3k7doFfVrW4stu0ByKqrGb3dEw8mu+s7qcMaCq0H99CYB04t2NjD4TQF2oqT6riw8++G63VUBdqHJ/QA+ebzT00rX67Kr035n+6RxR7FwAUPF3pahHgq4toiO140hQS9/l1AW5hA79mxb70/72X6WQAzD2dybQ1ADgPf23/QxQ71K6fVEqoJDXf3L+W7RvbLMlIAGpinPyW0W9CQDYEzxHACDR5TbvFjf0aKBSAQCiHegdLtfq51fWAp2pSHcagZDekDFNvYpfLcOyVKOF3iVQpUHuy5AyEhMS0Vw2kcslsutd5VpHrR7YzMnSRqRune1C0JISeDVU/XZSRGvW36SCp5L6S3lLNVSFUPsFDYiA5c4DqkKEGlYdom4nRrKQE4XcfdXOBhCpNWoQFhCv1oWUFmBYEoAFhOuWunipsSYLufuqndFa4/bs1sGlzaBl7cuX7n8t11WuHSiF798IPPWDZyc+9uv/Y+L/Oj99euLRyRtsatD0E09NP/kUgBvs6yJ6g+MUIKJL5Yb+KqZUUyYb9ROf+w1174nfmbper+3NYuoLfzb1+1985FvPpRCNIhCBGYABwIKsw8qj+tkjacCOR70DalS8m+i2L5J60bpn0InzJh95/28+9kfl7Kp+AIBCzq422dCnxhY3IBsAIEwke5FZgGmie0BPAu0eQLWyvyOwnM2VgwkAunBI+Kf6bG3og34BhCJ6NVpNKzJMpAaRWYBhoGcQqwu6BKhncLQ7vpTNl6s1AO6cH2khPYK1RX3hpdIb5/MWcp4TAIRbte/dmlDdEU07AJkFAEcfeCfSw8e/+W09U6hsv7eRuLuor34diLaL/EJH5PCsu8c73b8j743q8fD87+o8AkF0948duH38wO3TZ1+c+c4P3OfWQ4GA9SXU6+gdxtaG/Vdm/+026pAIBQOGISLRaG59HQDqdX1vIKA/k+FZ1TKD6EzKhhwoVG7Kl7vL9ZfM4npXAsB9WQvAk0k4H+K7BYBhdBdKb6le/hRRuyjryaGO+6qdOz8WwJOhjfsW7b6Ftkc4O49MGQC6C6VwR7RrtD+cTKh/ed74Jh6d9P47OXt+HhCjfd0zT72ks2szsH+of7Q/BeDMi68evP0tAMbfds/Y4XsgMH7knuv68oluTEwAiNrT4X6jfuJzv9G06n/mhZed64O37j/z0hyAg3fcgkb9zEtz6gKA/kBmCLZbPvjJ9bklQI7kKz/+0opKAIIwJWQDsobGX96afmKoE4UchGeeY9OMSyF0GXd6RAfBhoHUICBHU4nZpQwaDbtAvAHThIS3vl9fGKaO7BXnemsd8e7RwTSC4dnnnnbHhia69URReGaAWg23wh5AtQT44/WeQT2xvpBDIjk6kF7K5svCHkwJYHUeAhAtI0G95UDekaA6qBaeDxf6NZRbuoS9Mgv7B9IiPTy7ZO8AqHSld0TPVoJn0mhrGtA6KnTLrqFSi/HRuHsLWnIAwJ3Tn+hSOcDxP//O7Cuv6BvVbyE1cNMMoF5HIAAJdPchuwyrjp5BlAoobiDameyIlXPZshlGvYZ6FVYDRgCmab9gNw0QEh2WMC15OKd6C+C8fdLz3ydThor+Ha+Yxbc0fO+hvJzSpydThspOLyUB0B8S2rjo472Peeexo4//6Tfzs8tdo/3f/h//4ZJf2m7zLpp875lzAMqVKhp1VMt68KtKACpFxDqS8ej+wb5kR3z2wsrc4oqbywkjGYscvPOWyX/49wGMH3nr7n8hRDceJgBEPtvF+gfvuMW5cThfXuiKeNOAJu2zArjbBXvNfe/9WG5u6bZK2ID8Vmh9aHE5mh4NwAjAMHVxBRqwng+VpGHUulK1Yt4SAv0jaPgLStTyqrP877kYSHXllpfKRkhH/4psDu51QO9cAL7l//WlsXtvHz9019Sffc/XX+sj0GsfDmCYSA0AQkf/ivPawlHvGQWTH3nf1Nee8D1TpbjT0QGALgdyDgaG2hsRAHwn/m53+q/nYWP3vGWuULebgIV7ukJ62A6Gm75KASl9eUXrnNB8BoEQYh1uZtImDYB+fs9dRz/wIIDj3/wO4MkNvLs0EIh1oLgJSBgBWHUYhp0SLHXFo5/6x4/81u8/ls/n7aO+hN3+C9RqCEeEBCAFhCFloiEAHMk5r+Yy+hgu18mUDluPZK1L/DRPhjbU33tTHtLM8w3Z9bb77nnkJ89Pn37269P5kR4AX/83//Imu0lg4mOfue7/zqjXMPHwJwDMbjXyuXxuLQMApQKSvToxLm9h8GZAYDOrbumTkdHBvv1DfbnNrXOx2Owrr+huH2d/yTQBMXbkreNH7hk7fDeTAaIrxgSASGsK/XOFIoDc5tby6lokkShXqgNDgwBmL6wCQK0KqxEJBb0fkuyIO7foEgW/g7fuVxfX/dfzrpl4dHJjdrnjzKvhaBKABJ4M5eOLr8UQCKZvCuixjrAgOxF6KlQ4srgRgPz+UNftma1sNLg5vD8XCZQDhlhbQLwbkG5I7c8BBm7a/5M/+kPHv/SHejKP0/vrnPblC+j9/+6pVmMA6ZGjb7vlG08+s5zNuYlBagDZZX3hPfYLLSF7KAoBrF1wjyi2jR26c/zgnVPH/8RXsaNGgnqfR633q7PAmqh9gPRwm8V+tT2y/flfR9/3EwCOf/PbzQ9oKhba5sP1Z9Fr5kJnI+oBTmSmFnTVjbUyAJhBwJsGANBbB5FQcCDVuf/mt8w4wy7V+68nAnkygXAUZtDuD+7QUz5T/V3VjU99+KemTz47c+Z5ABBCBMOyVtHPFggJYQAwIIX9V63SgMM5/aWcTOlNoSP6FiEhLzE3OJkyjrQE697Qv/VDdnhetwpoxxIgzf42vmn80L4Pvee16dOvTZ8B8IpZjCQTvx4d/E9DRrgjoh5zXf6dcfZOAXz3Bycrm3nnm6SvUFnpSqhmaf1f9wKA3ncaPXDk6N99F4Df+v3H8oUtdKabR7iaQQhASjQayY7Yl//tZwCMH757V74+ohsEEwDao1orfHKF4guz85AWguGyEXRPKq1WfPGct8jYO4QEABAJBb1pQLlaCy5lAqa5HgsCgGUdvP3mMy/NwbKyf/Wla/bFvSHYof9sONrl3CghATyZMoqFzGDVNGHEEAjD7EIIdlR+MrQB6Mj+bdVEHeJCR+gVK1czha5XkRYkYBj6/U+PIDM/efQDn/vqzPLqGgCYAbtPw0T3QJtCf0/FP7bW3Yt490BPF4Cl12Y9BUK55jDdyT1CUT3zR/X+eqO8tQsA9Cgb4OhDH378W99fem0OPYPu49YWYVnotXsA4ElF1LXzMN/n7Qb8i/2qFMopB1IyC84jJz/6vtmljJsA7FwvtPO9TQ/w/gg4U1PVjQ01srMlDdjaAJBMxJKJaK5QyskAMgu6o0Zx2gC8T6IuKiWEozADKG4m+/qTidj68lJ+q6Tff5V4KKGIkBCQAhCe33IqDdAv1fPinf2BizqZcj/2SA4Cwgn9sU3079U+E8gs4JLbBpzH3zR+6C+rW7e+6P51nAxtlKKRwUI9kkx0jfYD2P1WATXma/b8/NzCst4ZU90jpt2ncbEEAMDoYP/Ygz85GqhNn3x65uTTetvNeZjKAw0DjYZz29jbDwGY/AcfZiZAdCmYANDe0rTM/+SzL9YbVr3RqAci7q0qLIjE9CFQgPtrRjoj4UP6rrJT++H7UUp2xJOJGIBytZbb3AIQkPVyparuTcSisKxCufLOw/c4DQNX62u87tSb3Br9A5CQTsFDa6jk3FXeykbiKQCHsw0AJuRzPfF6djGTCFkApCXV30JqENkLAJBI7k8ElrP5cijuL6rx1/8oWy03bq0DUHVB+8ON5Yoow7C3Dkaw7p0oqnoWzdbcD2n7aKe1C815AtAfkiKRXMrmEY76ivgBGJ6RoLBngMI+FAz22r+U6B1Gxi4Hal3vb9f7CwDp4cmPvu/4N789u5S5jOC+UXWP13UK5t0Pl4jE3Nt1rY7pe85iAfCnAWqXQAV5WxtuDrCyrO9SgZ13JJGTBqjQH57sDgiYZsA0ypWafnC17Ly1Rigspf5kwrMPoCRk4FC2rv4iTifd29X+AIBT9v7A4ZwbsuvQHziSbZx0PspwbwTg/OVeylaC9zGqc+DS2wYkcDK00Tk68K6h29QmAICToY0jixsAkB4plNYBrCTCKhn47x/7xf1Xe5BoU4+T+nuZff75ucUlWHV09fYtzK90xnxxP+xvgB0TAPWHsfvuGT9yz+yFleNf/Sv9GPVtn18FBGoV9I6gkPe9j4EQLCvZEd/flwRw6gu/dXW/ZKIbBhMA2iu8ob+qhJ7brAL26pT6La4ijKYbQxFAXqTMuvnHSP85IDAy0Atgdn5J1aaLatkwDSFEo2GZpgEgEQkfvP1m3BA5gBP6b8wu3VINN70rEoBKAIAji5utBQ/2XRsnhzoP6zhm2HmSMylTApubK1bvsFS1QOlBSKiiIN1im11FIqkbduPJ5kJ/d65/3Y3s4cSUAunhyb/7w8e/8TezS6v6s5oBpAawOm9fLOgeA6cV2ElCUoNuAgDAstA7rMuBeof7ZfHB+956/PFv+c7ecub8oF0bgLcKSEXzTvkN/AmAZ7Hf94aq+T8PfXh0ID31+a+4j7zoun4k5jsMWPjvVSzPIFRIVEo6KXJvBLbykJZ+e027Xs6TBiRFXecA+by7zN+0abC+jHodkIh1urVAjToqJcQ6ApAB0yhXa/ZgzjKC9ieq14xQGBIHM5X3vZSLIGDCsCA3Uf2dtw0COJiTTuj4rbQBaTXtDxRM6bsFgJ2UKqeSgGEeyTZ26BLeuaxI2ON9cNEeAD+VLR/JWj967KhTCORuH6m/P3sT6VWzCCCSjP9/ooM/PvnI0T/849fZj+Tt7j199mkR6+hKJGDV5l6d07eXNmEG7G9X4UuLhOe/EG7Q3zToVgDA6GDf0fe+C8Dxr56YvbCiHxMMoVZ1n1D/TIm+5eWVRARQvf51AGoVxlsj9EZokCB6I2ACQDc+53eVjvsLNfe+bQJ3ACgVEE147pHu5EQAkXjzh6gIqXkCulsUVK7WltZy6g5DWgHTjG2VCmETlkSt/M63H/aWBr1Jf0vd984Pbswu3RLTYYf3zZDeGzILTw51HPEvdur7MvMnhzoPVzuQWTg11Hm42qFuPx3aBIBEsrGVA3Cb7HpJ5EtBowaJ9HBXdeNTH/iJqa9+X6+p9464UzLh/yRmAN0DyMw3XwBYX+pKxD71y49MffZ3AfuMsNb6H7SrBYLdAKCok4wNQxePGcbRhz6M1YXjf/5tAO50IMU75wdoPxJUABlPD0DrYn/rtoA9EvToQx+G0wDg2RZofqSicwPprvvDM5XIO2HJquu6nabKH8V7Y72uKuvQqLlpgL1dMHbwjrlXX9U5gMPNFjp1gVB3v87lGnV3EyDWgeJmwDTq4TgkUNpENIF6DcLQ5UDBEKqV/VvShPiVF6oBiAZkAzKP8v/7w/3xhgAg7JdaMCxViJWQdj2S1SiY0rnFG/o7vHsF7i0ArIa3rOhUypRW476cLxnw1g5dVvQP4MnQxpHFTQA3feg9N40f+tax4+59njRAfSM5P4nf7qoCGCzJcEeka3QAwHcuYYiQd4KZulbdvUj2olH/7g9OVio1lO3u3lJBf5N4f/6dBKBpH0AnAFJfuL06AqGIXdMljr53YnSwb/rUMzMnn/G/NOE+ufqRya2gXvX90+0IhpOxSFcslEzEkon4m/EfWKKriAkA3chU6D+7tDacL3/bOxzGp+VHwF60su/xP8CZhq5+x3h/gpwMoVGH4dQ0S3gqgnQPMfT8u0Cj0qjXIYQZjgBIRMKFciURi6rxQW+uX1Hfnfr8R/7z799SFIBv5V5xEoAn2/VK6up/+67C5kqiow8ACrlD1Q79LmcWAJwe6jq4mNsKmWcHu/atFy2B+e74wz/5zm88+cxyNu9ZmO/XF576fqBd/Y/n+ujP/MTj3/rB0lpe3+g9JdeZOKTG/mQvwGogPeJewLMIXCk1reuP3nprrlDMFYrt1/idiM0ZCQp/QX9rG0DTKr4aCQpPZK8CKW/9j/d2tO0n9vylbRf6O6yGjsKDnmH5tQosC2YAwoDVgLRgBtGoQ1qAhDD1V2eYkBKGAWmhIzV28I6ZMy8kjUZuZUm3/3pTheKmXSC0gVgnYh12StCnm7Otxtjhu2cvrOQKW/lGQO8S2MvJpiVFOBqoVoeLFiA+8UL58VtTP/bS8izyx3/4FgBx6bYfbIk6PAnAwWz9TNIN2Q/lfN/Up1NunuDe2pIOHcn52gYA3Jfbtm3gsuYTycwCIJ+5e+gff+IX3U0AR2YBwEl/pq032aqdr5pF1ZATSSa6Rgf++8d+cXSbAiGnXco7zez02af3CbFcKubX8zcNDzz8ofdOP3F2+skzhmW571F6WGfCAoh2IN6FzIK+TiSRWdDLKOpM680sINCZAgSsBgo5dPXo9yOzAGDsyD3jR946e2H1+NdOeF6dJwFoKz3St7ysLvXmgP1NnkzEAfzqw+8fO3w3gKn/+j/fdP/kEr0eTADoxjTx6GSuUMwVSvUX5xeG+i//CTzrn7IpGRCAbE4D3I/zbxS4P17S2QpwcwD7SQKmgYBvoBCAdx64E2+SuqDvTn3+O8c+//itPfrPmQWoNWTPMra03wsnBPE+w5OeeOhwtnEqtAnAWf5XH3smFZC+WFwaie7NoGEUckN33F6u1pZem/Ot1qsP3q7iv7UnuNE4+pGf+8Y3/nx5dQ3pYawvNxcImf7DBJouUoMAfPNA1RjQRBLh6P5gLVco5sNdAJy6oObIxdkHUONBnR4AeCaBOlVArYv98B8BpgN9OfmRnzl+ak4nAN5HOkcsR6K+SaAXDf3VjdKyy3sadlGHCvolpKV75dVLdf7besSYulEYgUZluDeVK1bydYFKUU9wKm66E4HgbwhW6YG6N5rA2qLKAUYH+2ZOP4utDUQ7UC0jHDV0N7CmSnq6Nos1NJaTCQHEG8KJ2lUCAGEk6vJAznIqV7xpwMGcPJNyc4ZDWd2QcDqpi4WcjYJTSahbABzONgTQ1Dmww6r/pWQC+qemkHv//T/WNTrw1GOPe+89ad/r+1mzU01VICSBYikrgZVEOJxM/Fq0f2LyF0fHDzsPVx296gfh9Nmn60b45kS8mNs8v5EVQHhzMyDlULEx/JPveMcPH/rDP/r6KxeWygFDlYGFwh3VgIAwUMgh3gUBwADsXTWdCQsIoaP/RFL/RWysIZF0+8Lt3YPRYHXs8D3TT58bvfPumW9+0/c+7fx+pUeQWwGAes0/zdb+MNMEkIyGuzpiyUT83//Tf8ROYrrhMQGgG83Eo5OzS2v1c/MLQwOX8HDZ9L8Xf6RzWbLP79RFz94HbJsGqK0AXQ6kEoCQbjwQsMLhMIBKqWSaBiqleDgIwzx0z11v2DSgOfR3ZBZ0xO9WINgpVMuUG6f3F4AqpwaAzLxdxCxPe+ItTw6wLgAjkayFY6kOuVpBTZq13LLdsHvBU/HvKf1vKz2iwuX9wwOjvd0zp5+DaSI12Fz67wwYBZAaRLWEQq75wqH6SeyRoPuH+kb7UjOnn/d9Xm8Q7wTc3pGg/rcUQiA9hNWF9ov9rdsCmfn+VDISCs7Vw+2HhwLu6cLOd2mlpdwfaHO8mgDqNV3j5Ivspe8oMW/0b1m+R0o7v4NAowZhIBBCrQwIvVGgQsDufsDuD24aCqTolCAQqGwN96bylplb0Yu+6m9BjQMyJBINUTClBOINbJkyGAlLy+rt6irlCvVqXa09b5n6jVAFQgdzFoAzqSBa9gcAvah/0N4ZEGpbwGocyknnTTmVMr21QwJ41Sze7B401v7gZefBO3COBts3fvCm8UOvTZ8+P33G6UbwHhzm++cts+B969V3kQSKpfXlRBiQD72w8b/vv0mqH5bNdQkprUZJhnsXFtRHyK5e5FdFIGToU7XlYkfk0U//EoD/93ceqxlC1OtGPJkIxvKRoG7jTnQBdku3k6WXixBAekSfA+B8V2cWdLGQb2NNqJ/f/jA+9shDsxdWZ049M3v21MU3AbZ7O+0MvOP8q5vd3a2PHvvhw+OH7x47dPfUf/0f3BygGw8TALpx3PzBTwK45ND/YtwFS9mSHnj+XCzoP7ppgNAfUi60/aBkR8zNAVS9MgBpoVaJdHWrkKKSzQAwQyGEwmorAG+w3YDvTn3+/PSZf7Xy8i3VcOu9EngiZaCw/rZqF/zvoAROpgzpGXhi7wl0wPPOnkqZqv7ndMpdfj6YrUvoVUyZHkZmwYQEMDb5D/77V2deWstFKrWKKRrBgDuuxzsG1Kn4b5r+CV3xv78jsFwR5WrNLf2Hv+J/hxu9s0EdAlhdgGFMfvrjxx//1uwzTwF2D0CbNX4LaWckqL8EyGkXTg+hXARE82J/a3NwuQjg4OgAgDNPP+dZ77dDT6dNQog2JxA7WncApDpc2QCAeg3C7uNU8b23U1kIAAFD7w8YsBrlMgzRkUoXNjcB1KtVt+RJsRpqTwBWHRIIhWEGdQkQ7DTA2RZQWwGeZEDNBYpEo7m8f3I89DBQQ0rd+SulYRhmwAQw2N8Lw6yXqwA2F1cLprQgTQg07Q8YFqRl1usRUw8NEzsW/xxyE4M28alo/mP7GHanyNZztMU7f/tfqQSg7b3e7yUnwXauJSDTw3beJs+kguVGua9QlZArRhVAej0PYLAMlTlY7n6olIAlhIScHUynR4f/zo//2J/8z69urs+bEiGJjZHRyIXzAMpBo6UDeKf5P74vW39LC+RXAaCrd3Sw7+h7xwEc/9r07IVVXWgUDCHZ2/yFt+d59t5hrK/Y30IC6eG+pWV1uRIPAzoLTUZDAPYP9nJzgG4YTADoRnDzBz85t5xpPkX1WpDSWyuhbgLsuESFKdJZg5OAp2fA8xGRUHCgp6u5FqhSQrIXkKF6RVTL1bqFaNw0DVgyEYscHEye+OLvXquv63J8d+rzAD7yv77cNvSHiv5DeSS6uwsl9RjpRgw46R8D6u39PWLX/JwKbTZF1QftQgv1gDOhAiAPVBNnQ4VIsiM6MpJ7+jkAuZ60AORWbtuKf6vhzoBvuRgd7l9ay5drNT1HCN5pP+1K/9GuHAieEf5ZPRJ08pd//jcf+6Nytaa/qNY1frUxIlpGgsIfl0diyCy2n+RjF/17F/snf/nnps+8MPOXfwXAc1iYvSXjHEWs6o6UpsX+Jo2G7ygMfaNuCE52xGBXVy+tZgd6U95Hlcul7HoewNDggPOApeUVAMmuzmx+s95oWNWK3gFQ74CKEQ1DpwHry/rTOd2izpFh9kWyr79cKqnxvs2vEwBgSGlI6d2MEIboCkaiyQ4AgZAJYGl1TW0OAHjXwL7/c/Zp9UinRihuGQezNQBnkob9JCYA9Y3atnNAQKiOYaddWD3oZNI9jKztC77EfYB3Hjt6fvr0a9NnukYHNmaXdR+3ryFYpwHOP2DSTgN09J8elpBnQoV7F3NWelhCPhMq3rWYtSCl/U0j7R9n78XLnQEkkrFk5yc+8Uu//bv/v1JuA4BR3gpV66GGtRkObIUDgAhYMly31LX9hV00AbCvekeQX7WH/wC9I0ffMz462Dt7YfX416ZRr6GQ0wmAcpE0QGz/Jzv3FkB2GfWqb7AVALU5cOjuscN3eTsHnEGob6iVGqLtMAGgN7ebP/jJueW1axX6lwqwGoh3+UL+0hashrsk6dhYQyAESMQ63OF3+kM2mx/cqEci0XK1ilAE1TJyqzBMBEOIJlAqoFIKxOJ1S3ZZxlYkIAt5SCnC0Xf+8H3X9xfMRUN/2O/UE6H82/ThpiO++h//qHLYGwLqXrd4OrR5aDEP3fKbB9xCBaf8ulDbSgTjADoGUgCWVrMSSDSQDwodoVpW+1jfG68bvgB3dDA9u1bQf2+r8+6QQRVMNFX8Z+Z9F/CPBFWy+jiwyaPv/83f/q/lcsWdDYp2JUBqW8C59n5jh2P2C7Mjm+3aADyL/boD+KnT+hZVRIR2Yz2xQ8RvAhKW1Sb0txowzGRHTAX9AMrVWiabS8TVIRhVd0g/oAtG1JdhGHq3zLIioWC1UgkEg6nuZC6XB1CtVq1qBcLQX7JaMA6GdYOviv69Z4d5U4L0UFc5l0zE8paZKxR1D7G/+ss5FsBwNyuMH8nox3SPDv4AxWAktJrPC8MY6O1Rf79H3/fu43/yDbVRAOCDP/L29dmlV6dPCZUGGCasxqGcpb5Abw4A4FDOrmSzs8TDOXdekLplhzRguxxAlc+9LSsB3PPIA52jA08/9s17Hnngmce+mZ9dch+nCuoU+0dJkYDMzDuh/OmhrgOLORXxPz2UvHtxXUJakM8P9dyxuKbyhBeHem6rRmRm/txQGsAt1fDL1SX1hH/3gfd+b3H2h0LBZ6e/n40Eo/VGuG69lowCImTJYMMCxEpnxB20oM9pkBdPALzZgm30wOGj7xmHOjN4Pec7QUJ/4QsAEAgh2afeh/ZvalMC4LxRTiMQgF57cwDO5oCpdhqTiVihVB4e6EvGwrBnj176v9LeIUtEu4YJAL0pTX3hzx77k2/MLa/ZZxVdGuHp6N15VU0tyUvPfI94l7uWr26Md6L5x0e6FUE6DfAUETVVBBU3IsHgv/iVf/S5x760nM2jUkIojFin0xgQCJgB0whXtzYKJSlEIJ7A9Ts04DtTnxcXC/0V9x3JzD/hP9nUe9eTQ533VTvVLSftEiDvuymB06HNQ9XE6VQAhdzBauJMKqAesGUi3nAvKmZNhmKRUk0CUqBiGgFLFkOmfv93OPbL6QYGsL509N3vHL334NRjf+y+iGoZhRxSA/oCLdP62xYFwe3rsAMOsX+oT1jW7FIGhoGeQVUX5JYAedf4nU/UNB7UGxI5i/3uW2rfoi7sxX7PEWBbOy32t9VwEiTP34wna3Li/qXVbCQaBqDOvLMfqRIGAUD3uKsgT41AVU8SDOsnr5QBwDAioeBAX3rsyFtnvndycSVTLZftn1YBAZQKiHfBDHqX/N0v3JMSdEVDn/rwg8cf/9vZxWXnPGb3uLFYh1GvAU2HBAPAPTm3Mfe76YCqUEoGw++IJAWQHB3oHh388nd/ACAQCQE4+v4HARz/yp/rNwf4mUMH1SvOzV74P6ftmhzDBHAoWz/tTQxaDiQGcCTXpiug3S0C/kzbuUtlAuenz6iKIHfP0lP246QBdhWQlJn500NdB6oJCXk2FZSF9bdWYxJ4NhWShdyd1agEXkiFZWEdwO3VyIupCABZyN1SDb8cqgBSFnI3b9TuHn/73WNvf3rmB89Pf18CBrAUD292J4XEbbXQSjGznO4WEpFYlyFRLuUtQHb1QAg35W6N/tE+AVC6urs/9bPv1l0BF1Z9aUBuVTccJ3vdD7d/Krd/l7f/9eD80K17NgfUEk+1jK40IA7edlMyEZ859WwyETt49x0AzrzwiqoyOnj3HWdeeAVQ3SziVx9+/2N/9lcAVOYA4NQX/v22n5roqmICQG8yU1/4s6nf/+I1rPZRQZIjkcRWHgCEJ07y/sLeYSsgmvD8IpGQsvnoqOLG2P0/PPvKKxDGXK5oP5VEwwIAaQWCQatctOo1EYmpNWNTCNTKie4UAOfQgGvqO1OfB/DRSwj94YkTn0gZALoLpbdUQ033nvSMAXUSgCOLG04/IppKgBJJAJubKx0dfRLeoZzrAJDo/tQ/+chvf/Zz9UD83mztVGSra6vc2TmwUM9thIXoHtrm2C+7Q8BzcfTBH//Gk88sw47ds0vNUX4oqkt61AValvy9I0Ed1RIKuf0D6blCXT+b0wMANK/xwzPwxys97LZCtj2Tzinod85AEELNAJ36/Fd8LeneAiQ1XdTpV452NHf6Au7farvQf35pNZGI5Ta3mmOmQAi5FSSSekio2G5dW3oDVJSKEEA4BmmNDvaOHbp75ntP6jRAvSpIBIK6DqSl+KcpJei3Ch/7mb8z9aff1dNCYX85loWeQZQKYcuqWpaANKs1yz4+zD75y97rsBoF07393lwDwFOpICBUOVC8IQKxKIB3hjq+hyKAYCQE4IM/8kPJ0eZmpNzsEoAzj31925FBNnVigP5hsRqAuC/X+vYJwLeqLdIj6g3dN35wZPzgxuzS+emzG/ZWgI71vYeFuWmAVD90B7N1Czgb2pSJ7nuyVQvy2VBRJpJ3ZisAng8VJXBHNSohXwyVb13MyPSwBF4OVW5eXLH/FuXd4z9099jbp4//yersgiXEa4N9AlD/FDyfjkMIUVjvCic3yjkjkSybhjRNdwdgdcH9VukdcQeJBsPo6t2usGd0sG/s8FtHB3unTz2rzwpQaUBuFQDqVfvfFs93YWYegRAAdPc1f97Wd9pHIj3ivu0SCARRrwHoy+YAoCt98Lb9Z87NAVhJhAHhHEyGUkH/lKnBYqVNX32RAIBkIvarv/CzY4fuGj9013YviOj1YwJAbxo3f+jqVfts5RHvsv9g9yxu5dwHJLqbQ5N8BmbA3nBQj7e7DJ0coFzU4YW7xSARTUAC2QtuSJHsw/yLABDrRKq/q7rxqQ//1NT/+Kb72aXUJSLVkmEYgWisWqsDUtRrsloRgYBzaIAsb61/+/9chTfETx1D9p2p49859ge/d3fiUkJ//cLtiydCeQD3Vd3qKecup2RZej7oZMpEIXe4qt9JNQb0UDVxOlQAcHAxf3qo69BiTgJnhpIHF3MSODvUdWAxD+Bdk7908vjX1mcvPDWUvHcxJ4GnhpMDuaIl8FJ/l+zuF6stTcAA1pfcCwDx7oGeLlnI+RKARgPCU/nj/a3fqnUkKNypoJO//PNTn/295nZhNwRvKehvHQnqJACty/+Kc0CYugCOPvThx7/1/aVsXj/ASTB0AZIa0y7VlyZfe1ao2iF1hEK82+309bIaya6OZCKeK2zlNovOjW4xVTCsw/3skopckR65hG03qTcB1HsYiUFKSESEleyI59bXK5WqrFX12QJGwP7RlLpiW/cDeI4LAIz8yk133FWu1pbm5xHrRCyBzCIMQ48VAu7OFF4NW+G6VTBlvCEKpvvbMCFNAPdmawCeSpoA9IlguidYAkK91C1TQhjvyDScL87tCgAO5mRydOBvqxuBSEh1FzQlBiolOPvYN5x+AIdzQpm94iAAqDSgNZ0SLS2/XaMDI+MHO0f7vWlAa/U/IGV6RAKnQhuHFvMWpEwPy8y81M3BQ5YzOdR7O6S0+wGcW/QTpodlZn786Pu/em4u8eIqMguvdgYF8JZQP4Bz4eotF9ZMKYvDNy9Zm7ddWHshHS8Pjhq6FxwSkEJYG2sQUAvqaNR1tt9ll/hvkwYcfc+E2xXQ/AY574z91ukENeR7mDcNaP/z7m8CaxNAyaPvGR8d6D3+g5dmL6za40er+lOrc8pg1+/p/mOB3mFs5vq2KnByBgCR2NihuyYf+dnxQ3e2/XqJXg8mAPQmYIf+3Z7bLv371vn3WgD2/H71CzVm5wDNoX8T2fInzy0qDXBiAgBWvfmTRjsgLWSXIAS6B/SaMdzMYXQgnSsUc5tF95nVINFKyTBEKNVXb1j1fBaGIavl7v23FPI5VCuQVjwcPHTgnjMvvnq1tgImHp3cmF1Go5afXb6loau6d66Wcvjepsw8AG8JkPTfBUDqlXJ50l7vd1ZDJXyjfk4PdR2qJpCZPz2UPFhNAPJMqADgQDXxYp+IJBP7Xtx8KlQA7L++wrrs6LaEqG/lyt09AMyNbKPDbkh1aoGyF9xIfSs3cNN+AEuFiuer8NTVNFf5e5uDt5kNahv7ocPjh+6c+uzvOQcDuz0ALUNRgXYjQfVivwD803tUGtA04jOzoDLY/pAEsFwVzQmGegZdjDTvxO6qukPsuxO5VcgGJNrm26ODvftHhmZOTOt3OxjC+goSSYQj7ot0KjoMTzezy58NeCugvNtrQkfSkYCR7IivrGakhKyWIQwEAqjXIPVhwAgEUK8jEID09QMk+/q7jHquUMxbAcA5X0yqZdeecq2rVM0W12oGbkHXXMSCCujtGaAHPOVAZ5MG7HA/bhkHsjXv7cpB+/HCkwa0PSl5PNkPIDk62DU64M0H8rNLZx/7xqtmEUCuq8M5I+xk0veOvS3XrmjdExYL6O+oztF+lQYA2Jhdeuaxb8JT9oPMgordTw51Hl7c8Mb0atSP5TnKwYnyLV8CYDcQA68M9QJyfzUkgIWhVFfC/KGh0WenfzAbqqGwfstG3f7OcF6zEMB8Z8RUk5nSIxA6AVirbSCR7KyjIcRmeV0mug0z0DDsii3h+UEIhpHsdX4oRgd7j75nAs6AoKbvNJ0GOGcG1wC0dA4IrM4jEHQSRV8acJHfPPruscNvHT989/SpZ2dOPbPNI4X/fwXg6eoRApvr+joSBzB26K7JRz4w9bk/YIcxXS1MAOgNrV3of0VUjabTzpXoRj4DwFcA3f6ztF3s8d4osbEGMwAzoA+2VA1tqg7B2Qfwck42tSUTsUgoqA+g1R8oUa2o2oxkb185v17LZerCFNEEonFAGJUtlLakETATHYlIGAAMwzk/WM2jcGZTXEqH2f0P/9NKrpCfXbqlGgHwRFK/ZhVqXEoO4P0in9CHEK23SQDsMaD2+UTyZGizqQRIAqdTplP6730G55BgdaE6gDeXsvqpC+tIJO/J1p4ObTU6u28uyHPGhhFLbnUlxOoiYB/7Je3AXZ8SMIL1pcmPvG+2ET7+jb9xX6i3BwAXGwOKbUaCCowdvHP80J1Tx//ELf1fnXcjY2+hv+Lcoi6ktGMU++/BXuNvf5pvRhcR9fckH3zbW48//i1/VZLUVfhNr9xNPvVhCyKRRHcf1lcA6PkquVXUq2MPPDBz8lnkVtCooXfEnszTgLAX+52X6kwZatqvcKZpeUP/sOc8MpWoqwODQ2H15URkXaUBVr0BAFYDZgACqNcQisAM6kygu1+/JADA2IE7ZheXRHp49pVXAc9JAkAompAr87cUyuGyTEb1WRaqebfgSQMOetKAM+3C/abbvQcGz5olYZr7qyH7HYG3B8AZB9Q1OgBAncXbZecD+dml/OyS93xf7/6ANwfw/XhmFny3tEsDzk+fzc+qtl35ZMqQhdzhaqeO8jPzTZG9ivUB4b9dWpCAsCABaQGvdAbUP6Gj1eCroSqA+MhNn/jozz43/YOvfvvbtyyuwhP0O9cQsDzV/RJC9A6fC5ZGl9ctISxDNPpGGmuLDUPUDFHv31c3jZohKgGzbkAK0Wb4z+r86GDv2OF7Rgd7p089o8uBmqPtVsKTBgisL7vVa+p12W+s/inpHXZ78QNBJPs8mfwwAKwuHH3P+PTT50Syd/bCqp2feDscvC/J/7K8zf1OJhCJo1ZGo5FMxPYPpNkqQK8fEwB6g7pqoX9h3ffHpifMZ2CaFw/9fTd4FulhL742zQXy5QDbsxenuozGp3756NRnf9f3aYsbCITQlQZgFrJSGFa9DrWMXS2ryElE4uFEAkC9sAEgkUw6z33w1v1nXpoD0D4r+Nhn1MW3ph771e9/Jz+7dHM17PwW0v2FnhzgoglA05ulxoDel7XalgAJvd5vufdkFk4OdaoSoFOewf9OJK1C0oPVhHcAKIBP/aMPrm8Zx7/0h/cu5mR65OlQ4Z7FnFsTAuQiAUOiEjBeGOwUdQtSuve6PQABpAYm3/tDv/XHf5EPdep32KFGgiaS28wGtWtd0sN20YunHKh3BLATgP/83/UThmNt5vz4RoLasYXzUoXnWAC9wO9d7LdDf/V22h8y+emPT//FX86ceV5PF8WO5/tKwGp4v2llISfcNgMJiMlf+vD0qWdnTj2LQFCn00LtYyzqr7pn0A39nbCmdWIpJMolfdGo69p9HQPaK85CoFKC1dAfrnbeykV1orabBjjhlBCoVRG2M4FYB+KdWF1ArGPyYw/PLq8d/+a3AXvLrlGDGTQtKUubnWYUnqhdqhyguFkImYmA+8oP5qT9EytPJw3YyYo33G86MNi5bv3xaZsGOI/sGh1QOwPeZEAd9CuAV8wigPWOGDxpQNOnEE1FMnYGODJ+YGT8IIDz02demz4DSDVH6HDWcsJ96DQAElI3CWTmnx7qvqsaU5sGzw2lAHlbNSIzC+eGeiRwSzX0cqiKwroEbg71zYaqo4urArhr/O3fr9ZuWVzNzC6qV2hAeGNe/8tujoVNnW/AEqJhiIpp1E1R699XM4yaKbLVnIQwunp1MuA9gGJ1fuzIW2cz+fGJ8ePHv9D899DmnzP7JpUGrDubA56xuYrKh7v79PeCTo/7AKBe9WUj9Zo6s8zei2jbZtCSBjj/1qaHfY9ZX0Iw5DxeDRr68r/9DKuD6IoxAaA3lqkvfPWxP/n61Qn9lflzSKaB7Rb427pY6A9VolN071a1zrGEPc9O6McIz0lhbT9DScdbk5/+xG/958fy6gTT4Vsx/xJiHU6tAvIZIxAQhtEIJwBgKy/rVRFNIJoIVIsB06wXCzIQ6ejri4SCqysrHXEduMhy8dDBe8+88LK6vnNk3zPzFwDsk8HyWm69I3bfNuuIzlLVE0mJ4sbbql2XlQOo4SRNi/rKk6GN+xY34C0BSrUZRHMo2wDk6VBBjwF1frenh2VmAXYPwLsmf+m3/+BP73plBcBTQ8l7qvGnQ1sAvBenIiUpMBxIvtQZQCGL1CDKZWytA8K7ij86kF5fWszDUxMc0uc9+Rb/mpgXmw3aM6gTgM/+HmCv9Dul/63L/0pTD4DnnfTN+XGOAFOBi/MKK0UUcpOf/vh/+NL/yRWKbRqOmzizPr2Km7Aaztp/f0/ywZ989/Gv/Ll+tlQ/qlVsrSM1CAhd+6RHDO0Q+nsKlho1xDvtQNpfWu08Rr230YR7dq1004DllYxsNNyHBQKAQK2CcFSt8atAP5mI/eovfGD6zAszZ18E1PyWeiw5YKzMVwJGLBgX9jfXoRwA3RZyuj9+qJrwRuremB7bh/ttDwHwcNNpb+OvSgO8g0HVVFAnE1DJgBru+fRjj6s0QGlbrScgmkvY7Zm8I+MH940fzM8uPf3Y404VkKchGBLyTCqAwvq91YSEfDoVlIXcXdUYIJ9NhQHcni0D8oVUBAAKubeoBAAAcPPiiuc14K7xt9819vY/mfrcy0NpALdVI8gseNYa2r8zLXfpr0gADYGGEJWA8Wpfsn99s2aKumHU+kfqhlE3RNU0GgbUMcZdovqpX36k+czgtk+98x6nt0ZIVbup7uGcZ3MMdsOxs1cGoFY5evTh0cG+41+dnl1aVf0JOg1Qk0mFNytoeQ36aGTVLWDPMOgdUXsCfYXKSiKcTMS+/G8/A4CZAF0uJgD0RnH1Q39l/pyOQlqbJtu43NAfgL34WrSH/UcTEMJe3ReQlu8ssKbPUNpUS5L9+/ZFrOpcrggA3QPILrlbCqUCALNe2Xf7nUuLS+VySU9BCYYQDKOQM01DhqKdvb25zWK4bqG48cPFuFogB3ComsD6MiBO98cOVzucmOO+nHgyKWHPG2leQdTLTnYpRXf/ZVcB6T7gNiVAagyotwQIwOFqh9376+yl6H+eTocKuhZIVaokup0RQN2jA5svvVwPxAFnBL5sLcupmka9mBfxpCFlubqBWDdE89L+wE37f/JHf+j4l/4QsJf2vZwl/8udDdozOPn33o1o3O0BcAf1+D+FU6ij0gN49gog2sz8UUP9Vxfco3z9Hz75yz//m7/9X8uhuJtpONOK9NdoT6aKd+s81n8wgvdr2d8RXK5An2VWr6JSRNz/NgLuJ9rux625YEnxFGp78+pIzP2xAuyxWvZSdakYCQWteq1WqwnDsCplWA3dNuDdjmvUACS7upKJ6OxmDasLCKh+gPrNG7Wb1ktmsg/+6hq1gaAicv0d6LnXG9P7Znpuf9ehHIQ/uPeu+r9qFnMdMaB9t8AR/UghgK7RgZvGDzqZwMbs0vTffMd5pJMGPJEy1DO8PSea0gAnJ+8cHXjrIw/87bHjAGRmAU55T3pYJQmnQwUkkgeyNQk8FSq8dTFnpYcAPBsq3rGYlekhCfmCPQgIwEuhyi2Lq04/gHPMb+/o0I8e/Znf/cPHS7nN26oR9/hf91U1bzCKbbrtm1qfBWABKuivm6JuiHrfvroh6obIVnNSIBbrGRrp+/s/83cAfP6r068srQrfmcEtCZL7xO2oM4PrVf1NmB5xO3qlv6VefQr7zLKj75kYPXDo+Nemj75nXO8G6MqlPvcTqp/ittre3jsCoO/CEnTTsJod9MGxQ3cyE6BLxASArr+pL371sT++SqG/dxfYkVmAtNC7b8ePlNv8aftVf6hZJc7apXQDfZUDOA9UWwHOvRIobaC7H9llVMsIRyHl2LvGZ597Zi5vd6BadRgBFDcQ60BuFeEoatXk0EiyIz4/N1cvlxEMIxiCMFQ5kGka+26/c+35cwFLWhBqfo6wx6EcXlZ5RT/spf2TSen5rSJgTxfx3CRgB/Fvr3bt+Na1edt0DwDkfVmr6S7PsV92CVBmwf8uO2eEyTOhgjMGVJX+uwddFdYTAz3BdN/IyfNPhQpIdN+TrT0dKjg9ALD3AQ4trov08KlQsXejVAiZ2UTUaNTLAcMNxCEAHH3wxwC4PQDOsp+3HKg1yneziJbZoIkkwlGZXTr2yV9CMOT2AKCl9D8z74Yd6WE9CVTF0OraWxYMO0ourCM9hLI9JsixtqgqtCf/2aPHv/A/Z5cygOo89vTXqh8T05SFHKQq97dL51V5Q24FhumNpPX6Jew5P6p9QhVPZ5fc3MYZY9r2NSs7FQW1e4CbBkj3Jak21PJWJBS0arVarSYrJRgmzID+6Qt6plcVN0bfcnOuUMqtLCHWCYHQZj5as364kqi7AZ9UaUChXnSKf7yReuuCPQDpTw9wOcF90yOFGRithpxX481JjuR84W9TJnB++syp86+ou9a7Opo+y9vVLp+nKEhCIj3SOdpvdwIAnrIfAEiP2GOCpEyP2I0BqjkY9rXOGSzIc0PpWxZX1Ye/OtT3lmpILfO/PNR7azV81z2D38muFHOb+4rx5mX+zMILQykAd1SjAF4IlQF5Z9X+27cD9O3OSHYYgAQaApYQjb6RWnaxYYiGEA1DNPpGHvx7Pzm4r//kd8585blzouYt1BHez9KO9/PusDwk2tzbQu0G/OZ/+i/lag31qqdhBu4+WGYeZtBdgFh106Q274H9I9Z3YUmlAQDG3vE2AJNHP8BMgHbGBICup6kvfvWxP/7G3PIaOi4a+kug9cDIi3EGKahl44s8v+9/LzX09z2HBFSgLwDpbgVoFkpbusZaQsdbxU3EOxFNJDviyURs9kJGDzF0SrG7+7DwEgIhhKOIxJMd8XJ+vWoELVX5UK/K4qYIhhAIj75ldGFurlEodJTKBwNDzg6As+p/JAffb9/15ZP90fuqnU8m3a/gPh1n6K/tZXNLlRq/PXdJb7ubAKgSoJb6H7QbAyrV4mghd7jaoS4OVTtUIHImVJD2PNCm6Z8yPXzkvQcAnPzqWd8JR03Sw8gsPD2UvKveEV557cxQ91uriScim7VgUAKyZ9BZ2u9HCcAyos29v4oqB8ouoVFH74geEgrY4a+/9N8wdUAMSNMUkcTkx3/BNwZ059J/R1NC64TUmQUkkojEdPF96yDR1XkYxv6BtOgZnH3qDAxj27V/td5byIl9t9sLnEB6WM6fU60a6hylgf2jAJY2SoCnXjmzAAiYdskThG5xbu1bgN260LYoCNukB24WLQH4dgO8aQAkSoVI0LMbUK+5lXjBsJoBMPaud80+c2ZueQ2xjkBDyuJGZyCm3gCnEE6uLwvgyf7okWrnyaT7zqtlePVToePy4ubhqmefYZv0QHGC+0t5MPz/rjSlAf73xc0EVGnQV/7gj2EGnLm9T3i+BCcNkJBPDHV84P4f3zd+8LXp094mYwBWZv7UUOfhaoeEOyrUE/1LfUaJ3TCgon8J3FoNS+DlUAXALdUQIF5ORUUhd2s1LCDm+4J3j/aHnj2fnb3gfFcI4IVQCYluFHJ3VKMvhErq50KdOeCyS4aeG0rdtZjFpTH0ugssAQvi9g/99O1jR2YvrB7/0h+iVvVP/hGGlMjMW0IgELKPBdghK7C17g+33Od8CvU/R98zMf30udF018zJZ9wKH28JUK0CeHJXd97RdkmQv315035/oomxQ3eCmQBtjwkAXR+XE/q/DmrcflfvjqcHyHaXnhtLW74HOy2Jbumy9K33Q6K0pZ8hmgCcShYJCawvYWsT8FcpxDoA7O+K5Da38oUiYMc6I7d6zjCSiHVCylCjbAijbIRQLqJWgdVAOIZwJGAaw53RzIXlcrnyzlr3mdCWaD2kzCn48dT2ABAQTWN/HGJ9+Qf9kUvcBHDfNf8Y0Kb6H31LekT978mWY78OZRvS+aDMglqwRGb+zFAXgAOL+bNDXQA+9a/+yed+97+Vc5v3VhNqDOg91cTTzkUqiMK6c3FvNfFUKghPuUm+XvB+YwykugAsvTbXZo3fS0UG6ogioUr/B/ScUH/pvzp9VgohYl2TH33f1O99HvD0AEir+cgwtC39HwLgjhwB0DvszPlxM4SmkptKEcD+RGC5KnTRTijqTiYNRdyh+4bhHn7X3YdV+3QkqKmgQqUBRx+4H8DxH7wM+BsWvfNP1ZvmnDRcyCE95EazmXnIlqwA7UJ/9dPUNtvf8jfW+3YDLJS3IsGgVdxAOKrPDlODYuyf08lf/NnpMy8+/b1nbs6WXu4KHKl2nkzC+fY8khMnQxtHlkvu/EfgyaRzr33T+jKAk/2xI54EwK57aRuvb8v7YCcNEJ5v0baPdJ72VMqUVgPAu5KD3g2Bpx973Pux3gwfhpkqlLIo31ftvGn8YOfowFNND04Z0LtzEoAFIDPvnfnjZAIS0gJe6DTUj8kt1fBLoQqAW6th2JnArdWIAATEi6HSP/1HH1qbvfDd43+qP1N6WEA8HyrdsbgmAKRHng+V7lxcA9D6cyGA50Klu6rOAdvtzwGAvYPRNli+eeK+71bK4/fcdvxr0xCwC+cEgJ5idbOUlYluaysX7ExXTcNSZ1m0pgFO0B8Mo1Z1/21zBw9I+8wyz+K9x9iRt44ffuv0qWdmTj3r3qq+ZGGfDND6L4MQyCy0+c5wPoU/pdGZQDShVjGS0RBnB1ETJgC026a++NWpz30RwLUN/R1OuLbtt3rT2v/FQn/vxzUXz3ueyjsJNJrQi2jZJV3VI6EHLHoK/ftTXeXcWr5hunNCU/3Nh5hKRBrlf/HLv/Bb/+vr+WxWVkoi3oloh1D7I8XNcCxWK1cTgdiWKRMNfyhv/+99OTwZ2kCssynWh13z8zY73H8ilH/7chmANyTamXoLmsaANr31njGgOgE4vLiB9PCp0OYh1fKrC5EB4EwqIIGD2dqZVBBAobaVCMYBFDZX9t17YHMpW88st9ne8VQKuReA0z8gO7pv3bTOiY3NcEBN9elPdT344AO6B6DR0Ev7ar3fa7vZoG3ngUopixsi3o1q0RfpOm+89ze9U/rfPP4fOixctVfWnehfLberQNmpAlrT2wK6B6Baa17+l1LPQlWfRZX+q7oINfzEcx62LKyLSFzNNZ/6b39khxp2i0jTGclqlKf3dDNvEL86b6967rgz4H6I8ITWnm+itmmA+qIsC1KOvWvse0+cLpdKgHN+cAi1asAUn/nVf/xv/r+/E63Lt1Xc8N0JkTfrWx2BGIAj3h+N9WW1J6BuUltYR6ptsmvHpacBvt4D4EjOt7aw7YPbFRTdlxNNpUEAnGRANw2b5ls85/q989jRbx077vsUoY0ji5vqB1BtDukdgMz8maGue6oJCWll5p8Z6r6rGrUgnw+VUMhJ4LbQwEuh8i2Lq+rv76Wh9O2La1DL/EM9dy5me0YHf+ToT7848+S56ScvaT8xPeI87LlQCYnkXS07A/reodRd1ajqZFAfCACZ+aY0oBg0Y7eOHLr/4OBI//e//9TfPvFU3TCqpqj37btlvbhUz0shBrObtYF9VcOomaJqGpWAUTeEtbags2JVOLQ6rw8fUMs9+VXAc0iZ/mNa/9FJ3T3L/CoHmF1anTn5zOzSqvsSnZOP0ZIqOx/ePvmxv9KmMw2ySwiGYAadEdiqaZh7AgQmALSbdjv0d6y8BqBdD0Br2Y/9B1/o75mx6HLX/z2htedRKkorbro3RRNYu+As5DfHNLlV0zRGRobnSgK5FQihdw9KBf08KosoFRDt6OqIJzvi8/MLjYYFQM8GLeZRrQjD6BsaLeUKwn5FgN5PULH4SV2B0/VkUo/30a93fVnH7v2Rt1e79HUoj1hna/3PzhWv0h0D6jnYy6bGgErgiL3KKAFkFk4NdR6qdiAzf3qo62A1AUCdACCBLRNxJ84prAO4t5q4efzwXy++tO/FTQBPhQr3LuaQHmm+ANTxwN4L7wGfhVAgEw9JYDUe+vn3jgE4/uQrOmk0A/q3phnQJbntZ4O2lP73DALA2gVYFlL9Mp/RCUAghGiizRG/Dqf03y2jb1ksb2o79i63exMAywIwefT9xx//G90DYL/TAGCacjOnK3xUIqoGm6ipJokkAkE9xqSuGxk9CQAAYZ9j2tQGYF87QYx7sJH9+iH0ccUO3f8gkR7ZZul2mzrs1jRA7cMk+yCt0f6eo+8Z+9f/6b9YllW3ADOAakmYwXAiYW6sh0wdvntbX1Rkr2eSAoB09wTg5sCvmMX1Dr0UfSTn/Xeg2etJAy7yYMMEcMT++WrtFugc7d8/fsg7RRSeZMDxzmNHn37scXWvllmA/cWoEj5V7XM6ZQI4kK1ZkGon7c5sRQLPh4oSuG0xc24ofWs1jMyCgDg31HN7NQJAZBZfHErdWY1JSJFZuH38bbeOHTmncwABe8EegICQnvfQ/T5ID0Mt/6vin5bm8udCJQB3VqMAnk+FUcjd6WwUQH93Od9AlkBDGO84+t7emwbO/u3pk989WzdEJWC8JVsUdiNBXYhqwKj276uZRtUUNUNkqjnZ0S23ckZXb0NA5jP6Z0Ta0X+iG2YAAPKrSCT1tfOlQKW+ANSxZX3+wwqe1YcVbFfd6jsWwPuEbR8vAM+/G2qDrtFA74hbHQQAGPuRt00+8gGA44P2LiYAtBtu/tCvzC2vAbse+useAAnseMSvd+2/Tejf9CGef3Zb/wluKgdSv+O2Wg4E8EZjSm4VwOhdd+cKxdzmVtPtCEXcI5kgAXQl4qhX85W63mEoFeTGmgiEQ4nOodH92dklJwEo1IuJXA7AfZsBdcuT/dH7lssCeKI/4l3sR7t+3x8kJYobzu3eAE1ukwVIOOf4jrR+qU+GNo4sbgCeEiA1HcW7gm4reEJ/dfbq2VDhwGJeQr565JYP3nvHyeNfaw3xnxpK3ltNIDPffAGoSiGnZOhwNX46tNUQotw/3NMZQSG3IiNWrfJP//qlBEKfv7sbQBblfNpz0lDTbNBmvm8JaVVFrBuhKBo1CPtYXO8Xe/Hx/3ZY7y33944J8i63e/4GsLqwf6hv9O57Z04/rzOT7gHAXvuHfdrXvtvdOodASJcgAwiGnegfdgJw/OszOp0AEAjoLgjVBuAsRavTAJwjzxTvgV+RePPPkeolAJAeah4FKdwvqOlK8/5w6a53iWgC0oJl9RvVSCg4d2EFjQYMQximMIwAYJmhjs0CPFOqngxt3Ocp/vHvCcTREpSfTLq/O72zdJ1X6dzkFBHBTRjau5SEYYdf2N6+AufDVQ6w33/EmNfTjz2+MevdZtSl//bnkjI9IiFPhTYPLOZketiCfCq09dbFdSs9bEE+Fyresbj2wlAP1IhP4Fwqomr6DYjnU2EAd2Yrzrtx2z0Dt44deWnm5LnpJ28bv+/c9JPbf0Hbs9MAb/QP4PlQCYlkcwsB9KkIaqNA/WTdNn7frWNHsnMXnvvrU4sLyx2VevOHqGSgb6RqGi+bW4PZjZph1PtH6obIVnLxYrEhhNU3Ut7KGpUyIOuGgd5h5DPuMoGvxxcA9OmTSfsMgdV5vRWgBpW6WwEtv1aEp0ao+QdnBy3P0zsM/+wgAGM/8jYAk4+wVWDPYQJA19Z1C/2V+RfRlb7IOV/OT4B3WCe2GWHuJQRKW+pcXsBuBvDtCTifwr8VAE9UXNxEshe5VXXsUSjREevuyW1u6R4AFfSr3yjJXrsJUv1exv5kdGklU0kOAEA+oxYFjVhnKBKqVCoddUMUNwAUZE2Eo4lqQ71GVcnwZGjjbctlz1wgQMX6Tf2+68sAVA/Adj1oTWmA8wfvGNCmf2VkZv7kUKcqopDAqdAmEslD2cZpPQY0cTpUAHDQvYh7n+FsKojCenJ0sBGIbb70MoA21T5NF9vdaL/mRjHfcetbTEsuzL/2ayezXQhHYP7eUPnW2IgEvhfK5SKB7WeDesb/A+4+QKUkc0tuAtCooVqGZdmjciygpdxZbQuo2T5QZfTD+jU6df/eLQKdKkj/U+mzfsfuuQWxzpnvn9JPBYl4NwBdh+bU+ahzTAOh5goHOKPN+yCwPyJzm1v5YAcEdGVaagDVCrZy9rUqjhoEYB8LMKhPHVbCsZaqOQBwv1hvO6P7lyPcG1rr9BTneC/AXX+NxJG90BWPJTviiwsXEOusVSuANIQwtgrjK40n+6PeBACxzqZZWE8mnaRC88blTpewbJcDNHF63703tk2hL5oG7Pw7u6m9WL2sk/YE0onkgPpB7hrtF0B+djk/u+SM5vQ+szcNeHKoQ9XmSeD0UOc9iznVA/DMUOqOxbXnOw0ASCRvr0bOhcoSuLMaVc/5fKh012JWpEe8K/23jh/+g//yfw+880PRZOJHh95ybvqkiuN1if9FglqP9PBzodKdi1n3+989jtf3YyWA51JhFHLeLoLU6OBtY/elRgdVNtL69+e8G/aIIdEQomqKuiEaBiwh1NAhKWAJsdgVgSXb/OU46/cq+u/qvXt1S0A806t/v4wGa2OH3zo62Pu5r84sN4L+L1/4/9cun2taeHI+RO1Vtmlf9j/eu6/ozMmIxAEkw8b+3u5kIqaOiaQbGxMAulZ06H9d4n6H809hm6nkngSgKfSPxrdvGLBX/Z2NArXwGe/avixG2uG+fVZAcQNRe86PtNDdj8WX1ZMk+/rLuWy5UkVxQ089L20i1qkrgkoFbOUBYOgWLL7c1TeQ7IjP5UqAnQAEw2YwbARMs1Gt5fNxERQAipuFaKQj3qNfvv+Xge+U35Z+3x+oHoDu/h3G8LVNAOwxoFBVQN5HnEwZ6o9HnLvsMeTeZ1CX0v6l7gwUOpsKAtgyMbJvYHMpm69VnS2Ce7M1NQ+0+cKz5O/sA9y7mEd62FsydPTd99dMo/rZL/cjHkMwAvMvkhX1BdYhn08GFrqivu34ph6AttdWA/U6QlHUyoh1qLZge1SOmuwhfKU7Tul/ZrFlZo6nB6Cp9F/11yrqt/vaBQCTn/749OnnZv5qGo060sNYX4IwYTV8LxKegiJvD4BzDSAQQr168OYhAGeeetb+cIGtdZ1RhD1HATjnJauWAPUleyudvOFLUwfwDidB+X6+tvnxbE0DInFklwxDhOIdAMqFgj7+uV4VkfjfWXMPPXCW/N0cwN8o3zQsy3kR/mFB7X9MWuuIWjUtSLRNA5w4XrUK7MCbBvz/2fvTKDmu60wU/U5EZOQUOVbWlFUkkiQGYiBQKICkJEquoixRsiTKsk2375Vkg5Jbrbbdt6326/X6Xr9+D+R6d931ei132+7Jcuu2m2hZ9r1tedBoDW6xIFkDSaBQhZEYSCSIqqwpp6qcIyPivB/nRMSJyMwCKMlum6y9sFCRMWXEyRj2t/e3v80LBrzVAmzCzhN6PgoHA1pcOpuNTetxpv55Tq0d1qPM+7+oNpmv/7LaZNmkB7esq1yoh5Be0R7BKb+SVgE8efjg7tljv/cf/0vLkAF4KP6iHyw09vZZTxTHa/Y3viwCDK+xjMRnvjR3WEqUz5wRx6F3p+xZJ/GnOQBYhMighWjwdipE/MlO4WIYnkR14zfPbb2QtGRIDBF1YT0/GWGrJcxGMhZ9+sM/Pzd/6fS5K15lUuLdmQMDhLl6B40KwLJ89i02EAlQfkhUmM0IQjJP6yW1yK6xzG//80/upAXewLYDAHbsx29/J1x/ZpRi4zbQWwDgfXEUlxBNIhztszk3AlCf6z/z6HRubCg3OjT3ne9VG83FV5aQyPioDW7Aku2qvApQWBZAuRZQ9gFU193jicR3JUJLS8umHPA7QKkRrL2GYBidFkbuQXU9OTqe1CL5wjradYCQdjOsDXUINZtbAORm7VEyflFtsLeHqAjUFwO81K/el+UECPBwVcIA6w8A1M1jeqIf1cmpoYyLS50WYAtpGfUqa/tF7QnUK4d1jbn+sEsCOlHVaHPv/6Gy7ar6Jb2F16bdQvhCNvFQYdOeqMKmDE2///CfXrj6nm9dSSH0+QPD9+vB99wo/6sDAQpM6bG5aM0tBmB79lH/nfC/ZWF4gtcAMHd87fbJX/no3CtrpxevutR/R+dHBACOgr7z8h4W4vpOpNzTaMze3PO+pwBOvOcdGJ449dk/tudR2qoTkWcl0v3FaU/4fxggqK7PPLRn9ol3P/uv/yMAmAaGJ1BeAxELpn31AEBmEuUVXhvgnAtzXLZz/YXfzje7DwbwIm+WbWPoml3zpgFJkaipyLIkkXajDgpQC0RSFBXAbEniX1NZOzsa8uQEemL2HAY0t8T59E4wYF7dYgczCCH4zHk83ZSbTIcX6FP426sf6tsDb1AgyVNlLgggAgOxA+DZtAzLFLN/lMN4CmC6bFF2FlrycNlYTCvsrn+wrDNXHvXKvkKZcEQLZ7c+REHBnfLLavNAoYzM5O7Z6b8uvPLBPfe9cOrLg/j924j/UHG0BpmtL0Qc11n8inQwEFJDivmJj3/kxtzZ63Pzd5QYEs+I2YqmNtQ+7cwBUBBKQAn55RvtFEIhKEHIX0+2KGBlsmtBLA6HWSFBbv8BlgrIr2ycPnc5v7LRR0fIl0BzyvHLqyC29y8aIXfQM3VQWcWuFvCmvneKht/AtgMAduzHZn9Lyp53b4x1w+o4/Swg74uDPWfv2CpYLA8wjZO/8tH8Wim/VgJQLdxefGUJABJDvd9jc7JtgcjkCCqrXFjPMdtBV/RmsFNvmATJYTS33Md9agTLr0AJIBjm9cHArkToVrWFzSIJhigkORS12nWp1TRhhRKp6SK5qDaITWAg9rAc4+qHbjNgwKU6+Ep+X1I3AfLItjKgfd6LxSXGHBD0/u0V3DT9BHXaozKzXVtar7JCYUFjxyPmE9v9AK1X66slFuYX988i/Yd17bwzIcqAOlpA8JOCYmPpZrv13m+cPX3g3nt1NQDpvF2FbEiEv+BdSdB+bUR5HwACSXL6AGB4gt6+Nvv2tyI5fPpbz/t1fhzuPht1J8afmejBABTFglsDgIHy/wBnJSXisaQWuaUrdg3AKMprbGwBOJL/qG5w6r8PePSwEU5+/Km5pc3T3/ym69Dz6kbihmk5D4FN97QIcM60KDYM7s0w9fP+wYdB/GOvbN/RxO7VkMmCgnUA4A8BSVYlYukdg32kgCzDNFIkDIBhhmM2Lw6gvSF/gKcFRO6QeDTzSYpmbdq7iBkT4anGwneJAbzbNiqxCCS5b9Wvp1VZmhdjiD2JBeNfLXYuO1YlvDeffcUycTCxlx8FKOi8WjtS2FzIxinrty38BgfKOsCEdzz5BA+nyDPtfkrnxh858YFyfuXG6bMloUsAGG/HlxmAR/zH5f/ASwHqf/LCyHurCPbr4T2z07tnj5XzKy8892XnW65k02A1BsUlAC9nh1i9AfV+UTUkk37jTQkBYBFyZKV6L+IxqEHIQSgyyNeSTQp0YZ0+us+9AYHc4aN+GIAe5OOHAZP8mnc+9tr2xKrMJCrCHkAwPDmyssI+sGqBmbc+fPLEh3aQwBvJdgDAjv0Y7NnPfeV3P/tn1Ubr74rrz2yg+A/6RI4YiWJ4WwxQXEY0CbBGv5g5vPf0+evOwpnDe7BZPH35JgC+mudbKDaWEIlzMR8mBxSOuwfR3EJiGJsbstkNRLS23uWcn04Lho7sAzwcyywSY2yiXePDuX37Tz9/Gt0OguGQGu5ulkxFARBKZ0zDtAxTMwmaW0d0bZFnAzCtx0hlnXUBIyBO+a+v3hfg7g4B2V4GtBcA8Ngh1/qEb+l8WnLbftk2VTYW1PqRwiYyE6ztF4DFbPJwoQqh/9f5bOJwoXr0xPswPDH/W5/hG9uKgU6WwLUe6r9DEPIt1caGWkqwtbQUr27eE8kqkC6rDQAH9OgP4joAbw0AC7zZsX9GeRenGf2dTRRXZo4d4gCAUf+J5NfvF+Pijk6OGL0TiRBugzDaS/0XUwS7NOVWzX6vq6qrKssk/wFO/WfTjPrPagAAJIdRdAQQR1BdT2iRD33w/af+8tt2z+BRTz0AbCoCqw1gR+JrEQAvAEC/WklnpW1c5UF0IAd4pEbdIWIcP9MAxdjI0HqhYDFnl1JIMlECAOROmxX7op800KBaYb9V1gDQ1OigA39FblZjYdx1KsBnvmybDwacS3uoPlNVbB8dX0gSgCcWjpZNYu+QMLQGMl0259MStcyjjHFUXDoXtygALXlQj1xSmxQ4oIdZ1J+BLwKQYgFOIT7ASvAP6VGANxt24JpzcAwDALhxev7G3FkKkMzEZbUF4EChTPuFZjziP95S4O1hAEQk4CUXpY8f3zN7LJ0bvz539sbcvFM2QO3yYlbc7D7T7S/iUGnwN2arjXFoNgCQJRAD1vNJvQvr8lCI6Y2akt2DEWTmiXfPTh8EMDfP2gWwpgT2oSoBpEbt0xxwIfWFAY52kCwjNcbPnfbdDUP4EwAZWVkBwXo0iJ2EwBvLdgDAjv1I9j9M2fNu7PUWAHhqEPtZcRnAzDvfOXtk76lvfj+/5u9JefKj73/u81++VdoEejEABYDGFppbGMrywCQ7Ct4uwEECtWAkGh6dqNYaaG6BSOi0/L2okiOorqO5dfKffGxu/tLphSugIBKRQprVqlPLhKwEo5re7UrtNjotjQQO69p5YwUASwhMr7UIQFKjqKz5GcAiBUjdRCT+yGD+jz2K/QEAix161+REAsDT9ostpACKywvZxJSu0eLSYjZ5RI/S4vL5bOKwrsGZAF7bG6uvlg5sqU6Yn+3/fG/43zvRS/13WEAn3v02AH/+lb+OFNcVSAokGYSCynLwpXsShDUGsqgbtHb6avUtA3Bj/GEUV0DIiQ8/derr30VxCURol8uMpfLZnN52uexKZopAG8tu2QAr/6XsZU8BoLTiVSYdO/n0z/yrf/+ZdqeL9CiowGtPjvAMgI/6v009AwDg5Cc//K/+3WfaahQAAkFUWBMGCjWIyhovCVCDqKxCS7ntk33JCoZ2+AiQfvedLyfQy07v/UQBgo0lt7dGJGZfm6wLxwooEImpEjG2ypYcYNJADO0QQ09K7hEyDMDdfbg3BasVhhckuIuA3kpin7FUACP2HKtCcIjvynpJLxwG2H48vDwfXypgIa3AMo8IM2+pelWLTJXd6O9CUqAbgSMKChyuWufVOqP7H9iyIKA0kpkk9kcmEspybhS4mFYocKjcdQ++uGwjM8+xPXLiA6wk94ZXGoivJGYGBLUf5v33Ef+xvXMeti8uoV+mqdf2PPUkSwX84Z99wWjrHoxRKPXpbl5cAnA1O7SXFzEvXcsOAdhnf7yaHXrr5ZvjiGpQQ5BVKBJggn4n2e3CKkYCXVnSmeSo3XmAIfwTJz7qTwUAXKvXeUpvH9rvCwO4dMEo/8XEJoOkz5TD3BtZWVmPBgGS1CJ/9lu/uQMD/r7bDgDYsR/Gnv3cVwA8++nP/V30+x2jFK0a6tWBBQBskhUAAH1qADzGKB9k12h69iffeeqbP+hdY+bwntnDe5/9w6+gsQlQNGsYvsd1QSproBSmgaFxUHAWUHIUlTWOAcbvx8qriMQSWjQ1OpZf2eBRf8b5adVBLbshAC8O3jU+XK01NusNdk4KtUxZQbupQWmnUrKptxsNuVnTgnF+Cs5zPRIDy/7bHcHO2PW+4hmxGgA0a9tQgHweiUgBEvt5OUvn1a3pwhbNTJxTa0cLm5QHsCl1hP/76YE6Vq+ta7GRVG5s6dKFaJSrcx52awB6Xod2kO+8SP3vEQk9pGvv+rX3fPpPvlGtVkd1aV21CMgDevC22jUlkg4NUUKs4nIlHGgyLhBjt0OoAbBMl/I+PMlrAAAMT0Jvo1bhAMAn/y8esBPX9722nbSAMyyOM+0r/92wFYEkmSX0Tz79s3MLV3jPUVlx+T8MQ7JpRv3frh6A2G7HyMmPP/U7v//cZr3JL5XKGq8wZqkA0wBxGAUmPxe3RYDTFoAI59UXeJP+vgg32neSGyuUZ+ZggMqq3bsWoJRYZjAcaXd0EAIiwTJAqRKMxkwv1m32cff7U4MA8BYBkd75veaDAYNPb6BR79/5tDxdNsUNe2HAQloB3BQBgwGLaYW6czgLaNHOpD1U1ilwISk711Vi6dZE07ycTR/SowRAcdmm/hNkshQ4rzYAHLaVu85zsM1aCrjHTIvLl7MpAAf0CEsvANjN1DnzKzdOny3nV/oMiNAWgD1h3P7B6NNCuDc5sK2eAV+Wzo3veeqD6ajFWhbA+4tQeNDIVbVFtBStVxgAuJYOAUC9sk/4uO/F700g5ssAmKA/SJpBojDvX5clXeYNyLqy1JaJKUn3TozMvvuJ3Pjw3Pzl0+cu83s2oNpfbp/LHWDAhB3md1p3j3nwFyG8r7nfhERcxoEBqywbMPPWh0+e+OkdGPD313YAwI69Pnv2c1959nNfRa3yd9r1Z9a0BcJNw1sD0AMAmN2hBoCgVQfBrqhMhu9h1H97CX9wzjy0Z/bwnmf/8CuorPHwKgMA7Is2liDLoIBlgEg8KgmKht33N5Fh1WDJ0bGkFs2/ehMAOi2oQUTibkMAJhsKAHABAADLlEwz2GqqwagZSRCg0a2hWbPkQFwKsQe5WAosFgOIWof9ZEDDrxsA2DKg095aSfaXFpfPZeNH9RgtLi1kE1N6DKDcOwGOlI0FtQ4teaTcXRwQyP/Ub/7Tbz3zB6wngO+HY4x/h/rvTACD1UIBgKZy461qvb10W9fiEgj7B4AAR8r6zWQYwEosZJWWmfafaw75WLLl8B0tfGZ6G6Hoyd/4x8/+m99zqf+cNsGCcEse3r+vCajTK5e95kVFHWZe6j8kmRNyyiuj6eR73/vuU3/5bbGlNK1XyeReVNf7UP8DwUGtAJh5OoJRB1RSsdsoFNZDjZENFKTHuNK/WwZA3PPqA7x7+T+DqwH6v8Govz8AgEiMCYMCQDim6E1FltuGCdPkMAAUQIqEj1W5l+80AUCPmz4IBrwqlO3eDQzYfuW7fD1v05HDhQGSDGCqbIoFAI5AEPXMoeAxe/aEAgAC3Jbbk2bocloFCLuzCF8k0eJSb47Glj5wEqCgPCJAAXKJJwqqB/SIu1VxKZ0b322rc4qpgN4zHPjzi+I//doCOM98kvEVunhGcs/ssT0zx8r5leunzxbzBWEd+7/MJAWuqS0Aewslds9eU9vONPu4r1BayaRkSAdu3ApBDkKRAAPUhHUzGQxAYsNrEWIQ0lE4DOjKUlciXVnqyuQtDx9+x3ufyK9s/N+f/4t2syEmzaK62VFkQ/JyhNwj7Sl7qKzB7KJfPTSIQMzzzBd3MgkA1fWRjeL6/XsBfOvf/IsdDPD31HYAwI7dlfGQ/+e++j/6QF6Prb8GLYlwrGeBL3bmFAFPDnjhEr6Oljyya3zqyCFP+F94OOZG0yfe9ZZn/90fuEvtgkIOACIx3q8UTDTGQsnuwelxzbdyDzxw+9rLpmlx7x/g9QAQGwLYAGB9FZEYksOB0npXkWSLAgjrRp3qhBAqB+LBBD/KZm1K15hXDcZsrqwR4Oxo+LieQGXtjCAD+hKrDVhrk15xCf9oUmHaFQ/x1QCwpbzisJcqAwA4UjaccCD6/h6ZifsOjdw3c/R3PvOnblWASAEa4OVvIxJ6SI9eVBvJ3PhPZB94dW7holo/VKiSzKSoHArAlEhXJhTkqlxrBSRzaNxVvndqANweveMAGCmFtmpES5/4hZ8+9X/9mUv9Fyv52k3O+/fVADBzvHMnRSAudXpsiSOphtBpA0jGIgnot2o2w8cx5tm7vhkAuPL/fVsBAKwM4FOffPrUV0/nr1wCgNQIQNySgG4H9SoXJOltEQD4AQAzN+MhuBrbZQBEG+QHUsAWBnXxLYVpQFZAgeaWEo1Njg2vbpTajQZHbkQi1EpKkWM33WLfbUL+fUWBsG2WoNfuEjPcNRjoM3lTbt5nRvrkByT5iE3+WUwSAFSSATxU1tmwU1Dv6JMLah0gR/SoBImCSnw1ABDbeFNB25e6aVAAPDF4SW0cKFR6wy4UuKI2Y2ND//DjH7kxN18+8xJLBfTmEu8wKrb4D5v2LfT1DCb2peiDUulcds/MsaHc+DV/KsDzxNve2ACuo0VArMwE40pZAAHGEPFVLLBHZ5cQXZEMSerKhP0/cu/48UcPT06MfHv+0vPnrrCdRhJjIw2dlRB0FKmlyKZMBBhAAUgUFKAS8R+ykxPwlCHZU/6UgoDJ5QCA3aXGjfvunTny4PO//S/uYgx27O+i7QCAHRtoj//aSZjG7Nvfxrx/AP2k+v4OG3ObqNWfAsQufLEDACvP9ZuTY10CyMmPfiBvhVwA4B0QDgB++9OAr/iYecObANDcQmbCzU40tzwQxZ4/8/hM/uUrt27dBoBkBs0a9A6CYX6cdkOAk//v/5XzMUCleEYtrUugkk28b3VqVjCkyEo4mECzRoC6qry9Hl5U62jytMOxtRYBkBojvN63jwzow1Wyfd7cDwDsFmC+vPl82uVXHC2bnv5fWtJxRNhWi3YLsMWeiP7NA6OOBBAANpNt6+QE+IRdPcyz9g7SY70FvCfyrpO//Orpc6/OzaPX5bQdiAs2NaIZkFCvMvp7t2VXNTDyvUP9B98Tfe0K0dKjyWg4m8tfXOSXjfPeZYFwgMf4e2sAYKcIfJUDbA+OIpBA/QfgdP/dFTTXStV2q4nMBG8m3ev9B3hb0P6tAOpVt2YAOPnJD//uH/1FtdZPk5SPQxDlNWgpEF9bAEfyyAsAeETT52r2meox6v9EfLMpKmswDOGmszGAaYBCUWRFlpKB0GqliG4blEKSSEiTtyoxoopuvevTi+6+g3z62euCAa9r5R/utT0oWeddSpjHCIDldqhdpcAlPovL9u9BkJkgAAUBcM6u7ZlymUjUcm80X6MP70cBBlxWm2w/Tx4+tHt2GsCLz32lfOYlZ33WXmCb7M9AE2CAkxzwF2D0FBBTYM/ssb0zx0r5lWunz5TyBd8XexHXdnK2q7CxemYCwDiicC5ur8qQXbEACmISdBWpK0ldmRx6+9Gptx5ZXl77/ksXr68Xx2udbENvKnJn7J62InUUqa3IHUVqKRItF0ABCcNbHQAdRWoF5K5EYAdn/IM37NTiC2fg8oKEmUpgd6lxI3cPCKxvPddzujv298Z2AMCO9bHHf+0ko7jcKqwDQCLTZ6W/42DAKQBAP19c+Gs3AdC8c5l545Eby7tG0y7/p2cEOAXo9/+If44mPN/L3CCj6xEoFD1nh+UfisxMH8rfzN/abIFICEXRbrjhfwDVDdYQ4OT/9hsOAJAtGjIsiVLarO1Vhq8ZGy0ZUkSTo5pqyA2jFa1WCIBI3HPckRgBOVYlZ9VNROI+DVDYeYBH9CQGGPWcgz2H1fnZ7/WzTuGvXacIcA0Nz4jbNQOLNh2onwxoNbb7fgC1G6+wOYe9MqDoLRouLp/PJuBtB+bE/gFcVBuH9Oixp9/3p9/6Vn21dEjXLjqriRKith0udwnooto4XqicG4mVdt1PSitCDQCj/gsebbuOVuvI/geSo+NuX14RAGwn/w9PWoCt6XT/pRAkR8Vr2/WyTn7s5+YWLp8+d9nj8Ssqujr/GAjSegUA0VIuwczfCsBNBYzKOoC1tXVkJnltgNHFsI0u/C0CBtcAgKDdsG/SHgDA18SdMgDo7wiyecUl3hEsNcpPX1QHlhSYBsMA1LI6mxWAQlFZtYASjMZMMl313OevTxSIrZN0p3+8MMBnvQ8vx4sftE7PHvwOge28UuruhwAgokR9ZoKy4n5gqrDJ/GwqXoXF5fPZxCFdg/Nk8H6RkxkAcFlt8vZhmcl0bnz37HQ6N35jbv7G3DwtLl3JpllbADFP+PqMwQAmTQtK+NF6rScDmc5l33riAwCunT57be7MNgDAHhSPcQZm3yMBAFy1VYYe1MNsfAg8QsMSABCTkPj9Ew/+xNHhe8dWltbO/JcvqxavxjaJ1Bq/t6NIbUViYKAZkM1SYU+pIVPatrMEHVlqK1JXZnXGPYMzPMmqOTyLGH/PMSWAWAogJ5/+0MkTH+rZxY79vbEdALBjrrl+/1rJ5UazBuZKwOvOAvi7jQGaAgPYDbH3yxsPrAHwnl27DmDm4P23GtYgAHDiXY8COPVXL6Cyiq6O4Xvdb9q4DTkAUK5OyLi1lKLdcF+UnOUfZHqgu8ZHOL8/PoRigbcAE12xYHhscrK8tqrrXTS3Ro1A02whEgfoXj28EOA0oXsOHmxV68XlWwiGNd04rGvn1YZTDFCXaaxWP6YneEMAUQbUVox5aTR09wCAvb3OpiXm2DEKEPMPpvWYNwqIBbUGwGn7NaVrTiUAgCNlw84DcNrSkUJ1MZt8+t1vA3DuK+cF7hbf66KtQOJcwIfL3fO+mV7qP/9br8Z2PwCgtiqIO/XjEYnnrhSXNsJqfkgb32zeGIq41H+H7M6suATTOvkrH/2dP/7iZr25rc7PhEf6k3nMYlpAfGI7gkKgvMtEepyXmoAiNYaNJcjKiQ//fH514/S35gCXyQPYwX6BF0TrFTK51wNCNpb4jcArjAGCRDL5qZ9997N/8Cd88IvCOo6v4LYRIO58fw2A3fmYlwEMAgD+qR4b/BZj5xKOIRoXRo81C6vxRYCiNyZ37br92pIJu8Ez4epACpE0k7CeWayhr5gl69M/eID1bSvW10RG0N3s+YczwiP9fUwI+btz7K086zh6PvZMZ3wpMpNODQC7Kx8qd91nhdfDHvT7sf3snp3ePTtdzq987hunu23daQvAtxoEA+7QFsDr5PZwhMSDvJpN7y2UAbz1xAe+dD3/tuz9Vz//BbboWnZojx7yEWZI/+kBl3JmAiBX1RZA9xXK7KNzbA4MeDk7xBuiFZcl4IHZY7tnpgHcOD3/yty8c2UToDt6TysgtxWpI0sdRbqv0lLWb1uEXMqmJ0m8oxBdljqVgi5LuiJ1ZIkS7zESaLGxtiIbsrcgvmi3KJEDiKVmph58/rf/t74ju2N/X0y58yo79ka0x3/t5PP/4Vnn431P/ROIfr9YMsvC/41NNDb9GIDSu+bp/i0aexLeTeyf2Z3ax3CrV6ElZ9/2SF/9H8e+9pdfR70NEASC/jiK2EPKWcSqEimQGoEagt6G3mFVmG1d8DUNHYYORUVAxWaRgwFqAaDtFgwDkbikJEijRAHmXoWJ0lID6LSa1XokqWEZ6LTqwfD5iATEANYoDSzxcVbdPH6zDeDMqKs3+tJoGMDDevxhfyGoXUnW760J7uskuW9nK4FOF7YotnjtLwBgIS0DSQCLbFC05EK9yuY4dKAjuobiElA9Yv9MR2y2z6JaP8KmRBjAPHUt5bjs59U66oCWekjXLtQr7oRN/bcn0C2u/+Off+Kv/sPXL7oioXjo2k0AF7JJ1Ctspnim5/beh3pFsazX7pkIEND6Jm03zXjaPyJEYgooSS2yWWugVvYDgFiaHzxsp595rhtLGJ4EpaiVUSt70gKdJt8KFJ0W4kOoV1Fe4a3o6hXoHSSGAZpf3bh1e9kl6hg6n2bKP4LgD9FSHvjBpykCQVQ3OAZQ1E0liuGJ3NhwvrjJR54hCjbNcSNFZsItA8hMumUSotWrAN1OgIvezaPFz+NwTQ0xyjIvBojGeSy70+QV2+0GqGlQQA1rslXbqllKELIM8OebQa2qhNNDUswkaGL+vhFHwp8ATrnw2SQFiOOs+4+6snaMTaTuDADuNyOoujDgbPKHwQDMvycuj7/PIA7i9bG5knAWvYPL52cmGAw4m40xqE+KS9zLLy65IZV61RYCsvfnhuGFvfU9muLSjc8vlfMrjzz9/pgmvz2dul5e9ayQmYRP7ae49HJ26EEdvm8ZcBJgeQn3qJyDyUwAuKq29uphNv3cN78XTsb2fvjYUG78uS9+072e2ZnaWYV+eYDBF3FxGcA+4SMFiCs2SklmklUsON9lAdcvrl6f+8yjJz6we2Y6vWv8ldPzpXyB/ejK2u0EoA3f01akdkBSLcvITF5JqxKQLOuWRDqy1ImM6LKkVwqsfkCXSUeRLEkCENHNsVdfbapye/zetiK1FJnKBBTITCgWDa/cbg5nTImcPPEzA89ox/6e2E4G4E1nj//aSTZR3dqq1lubrW61wTiXd3rNOuJ6fVIBnj//w0xkODghGf4k9eZpHXNqABrV3nI0T9J7Y2nm8L7Zn3z82T/8CtA/+3HyI++bO3/99H//7wgEeYxQPKRGlU9G4jxYVirYZZ0UlKJZQyQOQhjLXzY6k+n4LRrBVsmp+nVagEFRoQZnHp/Nv3yZlQpokTSxlU8e1MMvG2sUaCXTESXcVcy4JJcq5Wg0TUBYPQC3Zo1EYsf0+Fl16/haG24PI/JSkqv2eWoAHCF5swswHQxfBoCyYKdT/suigPNpmb3DXACg1ljbr0Vf/y+vk72YVlCvsiwBIFKAXj1idxriq2YmF9V6b+Owhwqb/O3ej/pvbztx/6HR+2eO/s5n/vRQoQrgoi0SCtbVyG4X4NQEO93EDpe7rPh4qtx9MdxspTMAhepx8entq8986pPQEqe+8b38hQU+1wnwY3v5f29aQKT+s/B/j/w/qE05S40C2BWyqrXGZkADBarrMHTeABhAt4PhSbEXqcec2gDAhRBKIDecrNYb1VoTSoDXCQAIqKisu2UArC0AscsAxM7Hzu3TpxWA987y32evPw9AvcKg0TgfTFmxe3IDoKBWbjSzsrpmKWrXMCHLIJJLgTENoqhBvWuoqmYS0tPJaz7pfruIEJix7gE/hB/vYwSJLnuPW/86oJLjcN9xAwdIUFDwhl+e+/2Musl+2ekyf1xYnOfTpwLY9qq9BQBeB92XUhAXOY0Crs+dFSWGeZcugHcGSAedadfuBgYwEyhMV9UWtNTecptPA9BSb42n3vb0k5/5g8+1DDlX2PTvr7jEBuoa6wzA9ZHcS4J6//cdhHMcBG5S+qra2lcoE7vdob0JAWhas5hoUjm/cuP0fCW/IvxevEMiBS6rzQOFsnNqEmAR0pVIOyDrZZ4N0GWpGZBG6/pEvdNU5LYitwNSe/zeliI3Vakry2O1TnStEFNjD8wc/fx/OjlgPHfs743tAIA3lz3+kV/NdySwYH9XhxoEfA79tm+Ev8sYoPdK9jQBoM5/9lKx/HdQANLDeh01NkNq4Jbl9WBs4xXAn/sqD9U0tzByrwcAsIN0xtCVAxoFpa5KIyPnNLckWQ6Y3Q4jf+odGDoiMcQzKC7zcsxQdGb6YP5mfr3UaAXkiBLp6M1ItYxIfL8evqK2+FdH4u3OphzVum09qoQbRiuqG6RZm1ImFlWOK47bUidCDQAhACprL44GH9ETzlC8pG4+vNZ+T0kB8PVk68WsxihDwhudui/1zCSb7zT/YgUATu6eAovZxJHCJgDW/wvFpYVsUgzz+8WC6lVtLE205P2X7aizvbfFbPKwHvVR/5m/3kv9v5gOoF51JgBASyYz4Wp+5ZCuXRSp/14JUREAMIzBao7ZWZyZTE1stnSZdMbu1RWpEZC7smTpTap3iGmc/PV/OLd49fTiVduhJwD1kHFFRfxeRSARBhACaoH2yv+b9tXu/iYnP/bU3LnLp89dgqK6yp4irnDKD5xmwAACKkBovUJYqy9myREAu8Ko1hqbTCLTkQki4GUAqVEQYrcCIBieQHnV7YoA7+3TbnpbAWxDBOpZ1Kpx9R6x757PnHnOrSeI3qK5hUgMIQ3lAoBQIt3erCSi4ZpBLcMZSQsUkBVi6HKAp8g0kwA4dncw4HVpg9pbuXs+I+z2ePV1P2N9fJ47ft3dmOPT84r/Qo11yHKiANTD83HlRPl1KazM5xaXLmVTAA4yVdABsjxOo4Drp8+W8gUn/C+q/fCPffOTHhgwMPHgCf8Xyix8cFVt7bUbDgwdf/iStfWJJ2evnj5z9aInI8F2ek1tA9irh4n7vZ6L+G4cL7bm1Wx6X6Hs/jyZSXCqjjsvrZm9MMBZejmbPlBwmY1iZ2UJoCBdmXQqK4wRNNTqBg1eV2BIUjMgtQNya/zeeqOUrbV/qmCsacGRo2P/5vnP3cUZ7NjfadsBAG8Wmzt/7dk//NLWf/6/zt037r5rK2swuj3NAu8iFdDc6pHWuUu27t+A9V7DG7fdaCWv7hWeuHfl+jOzT6RdB3Bk1/hqYXlNscFPXwkgsQmAHwDYIIQ5ImJL4FAE5VWPHFB1A4YeSmVCiVR1Yx2wGwIwAABeKhBqVUeHUuuvrSoWBdBUFQAR3bABAAC6Tw9fVVt6ULJkNQS12SgzBtFj3dR5teHIjxIQVjhh1wCQl9TNh+02qM7L5obc4Eco816hD+hB0ftnp8gEf6Y5/4cCmFdrRwubDiQApwC5nj3rUUUB1KtTusZWW1TrU4UqgIVs0plwawBsc5IDvR3EWOMwoD/132mMdajcvZgOpHLjtdWyUVzzUf8PlbsXbeVQcefEbjF2RI+Bty7WSHF5MZsAcFiP6QppqMo1stnRGxi5d+aRqdzo0KlvfI9v78j/ozdn5aX+O0YpinYzYFYDgD7y/wCQGgM4sJx55+zs0QPP/uv/CNg9gJnID4QyX14PQJEchmFw2GOPEgCiJdHl4OHE+x4HcOqrz7Nh8Nz7RJwgbhDdmchMejIAbKj734l9ORQEgHt4pgnF5rL2Bib4CQhTjS1HAguwE1lMFEhWQCF16mo0BmBseCh/awnUBADLAqWQZKIEZBDNJHWZoh8MEDEAvDDgbgp8xWixz+4eBjih5R/e6a+sEdOgXOTHtuKyL01q2eQZ17/PTNgJTRHne0L+bg5B2NtFuy3AQU9bgGUfAKBAOjf+6IkPAHjh1JdL+X669aINhAH2uTviYN5vEaapb6bzTHvsxAeHctmXT5+5OneGCN91XW1DS+4td/zja9/j17LpvXq4R2rTlxVg5tTLu3MgcIQg/I67D42md40zGPDiqS/3PR3XvD8lQwJGuRC0LEvAKhJgEtIMyI1w6GdvdQjoei6UzI3vAIA3gEl3XmXH3hA2e3gvgHPHp+/ZbGJjCZU1zuVQAj3r0kFPDACorPEiuV5zt/vbQpW0V7XCtnoVYY17/9TrAdSrqFcRjt6V99+qO4AhqYXf+1Pv8Xy7YLtGhgCbIcPI+tQ3kvYzXG9xSR8CtBto1lBeQ3oMIGjWoIbQ3EIwDEUNBpRkLAoAnRYCQYRj6HYQDCMYht5R262hbghAS5U7igQgUi0DIJHYy0nbJWrWmL5nIhyVJAIAwbBpdhEMLyalekxj66BZ85RN81HDS/eN+BROdptRzkevbgB4QA8KG9jev7rl7sKeOFrYOpdNnFNrABbSMvf+Gae/XgUwpWu0XiXAlK7B9hyndA0gC9mkM3FE1zA88fkLLzvdDABe8nFE11CvoF45XO6yiYfKXY0E2MRDuoZ65dC1m4fKOurVQ9fyh8pdALRePXQtz3Zy4q0H3rd3LwC+Gpu4dhOghwrVQ9du+n7O83tz5/fmACymlcW9OTZzce8uhkMIaMiwRpodk4BQivXXQEhuTNDUiqWhpbgfIPr9bA4FahVP1B+M+p8SNk8CgN5CfMiebiOaQjQFAHqHzTz9rblTX/xmcjwL2BXAbGWjy8sAmGlJaCm7GXAKCd5omWhJoiWdjwioeSOQOzyFQBCBIIYnkJmAokJR+bQcgKwgM4nMBGQZsozMJI87UKC45DmpekUEG8LownPrugC+5q6vpZDIwDBgGIBdqrSNVdaht6AoiMY5BpADvIUZwwCWYQU1vWuMDQ+tbpRCkbDn0UFAja4JuilbABgMqMv0bJKetb3z6SqZrhJnIwcPUGC66vr9Z5MePHA3drxKjlcJmls9tyogOIiOv9jXuyd28HhgAUBljVTW+E6Ky7zRrzPTuTj53ggyEx4nu7jkY/b7VxC/q7jsCPCjXj147eZBPcoO0NmWqfRcyaaRmWT7KedX/vLZz5TzK4+e+MCe2WN999z3eFxjVyboy9m0/dHL/u833WvfPfXFl0+feXDm+NtPfBDwDM7ea6+wDKdnD5kJZCauZtNU+Ghf5HbupMecBQ6o8/4QxHkL3ri49uJXFpjr/96Tn3jkxAe2O37vT8n4W0o6awqsTjafUBrXu0NNnYDeP3t0x/t/w9hOBuDNZc/+4Zef/eyXAKC6ATJQvtq2njfExm0odhPybbb9m6YD3c1FyzwMpwU64D5bnT4pwxPYxloNd5oAYe3kRz9w6ps/8PYAhnOaXAO0TxMAz6EzYRYASI6ivGpHxASmAWwJo2giOTLCWwIzwMAKsjeLciAU080hUwHIr1xttWB8aXeShfz50URijUYZwXBEZ9W0NJyMhZOxcr7QVAPotKIkQCJxNLdcP6BZI5HYcT0B4Zd7KUkdXSC+plADIMb8IACAs+rWscIWBe+txpae88b7IVT6uh5wTxR8URAFYlbvNjLDo6GkVrn4ssMUGtQ4jAIXsglG3+9dKn4pY/m/6+Qvf/pPvrF73UJx+WI2eUiPsqXO9EVfDQAALXWk3F1UG9CSU2VjQa0TgLU1cKK5XVm61bi9mk7KwP/6//y1by+8/Pz5aygtg/aj/ouD4HB7nDRdcZkL6jvy/8EwSqL8/ypAkbKnTQOZLCrru8aHc/sPnp6/7EoAAZz6z3bOpjMTrB01uro7zSwxzNUz65WZx2dvLRXyKxv+dgGpESdLADUEvcPHQA27N4sYf4WQSctMbvvMICB2+s7f2xsAsFm8QyqAOsw0G4qwsXWEQTstRGLsHBVZVmQpmYivFQq0qxNQqqgwTX7zgiqmpSn8h6vLlKUC4M0GOKhAnE/4IgiLxJPENk/OM+rm8bU24Hn83uVz9o4kHwL37n5vKfC1ZMtdJisA3ltSv5Zsuqdkt/V1vdfikvPRYdEIQRrKiD1iEgB9w+0CC99pC7C/rLsrFJcB7J49tmdmupxf+cGpL93VEHhxyKBSAW+kH8KF4sz0PEiGctnHTnwQwPdOfamYL/QZZZu0A9Y22C4qgBjzF1AK8ehSCO+Y/rcNiJtWpWI2gMkEMboUa6Y20DIT6LlCiNvwAZADj5UsALWp4XAytgMA3hi2AwDedPbxh3/mufQI/0Cku3kpuLZxG9jGu+276Y8PBtzttUoBoFXnxG7+0Pdu22p4acf9jPlh0SQiGoAT734rgP4SQISA0tzo0Il3v+XZ3/8j/lTvz0ag2FjiooSMywGhjhNAaoSXb7LHeySWGx9ZefVGBzIA3hAAkFvNeDRDgHStBYDWyh8pyL99wO5qCQBoqAo6rUg03TRaDAb8xq/8wvW5s186O49InMmANoyWVq0Qmw9NAETijF3geAMvCb2BCciL6uYjnPRPWYuA4/ZHcZRpcWk+G5/WY2wmC/wzoWs2McU6/trml/sUawCAI7q2oNYBTOnagloPJbV//Ksfe/6Z/4KePRzWo2DtwHSN9qH+c3I/o/7TevUhewIA0ZKp3HhraWn3uiUuhcAUQr36kJ2gYBcJS/0vqvUjhSoBcUoaREoAgIW0TABar37wsXfcNzP1x//mj2+Z5Yhu1lTZGLsXBLDbt/mp/w4GgK2tyW4EQmz5f9YKwPTk3ygVugpQUMwcPTB79ADX7nRXtPccCLpFwF4kRpev83NPDGNzA1qKuYO7ImStgzY7BCYopKggQGUdJiMW2mUAbBreZwIDMCL9KTOxnbKwA8hNA7Gkux+fbW64Wc3ee7Au5AeicXcEeKcCocg+HEvGIq215ZAWq1UrNBihXR2yAkkCBSwTkqQoQcfvFxlBAMTuAbbAbk3UAN0GBmzjqZ9RN1OmUolFevt1bGOvy/UXoAVr++Up5oE9x/GDqSv3aT8EbB/aEQO113dWWL5gF+dQP3QXVrbbAgDYbxewel4DxeX8gV3hpPbBt739+tzZ0pmX7nSWFOCMO64axGU3Pcbc8auMpeM5X382yjmSTC774MzxoVz26umznA7U54vBCgn2FUqUefk9IYlragvAXrs/sVNA3AsACAgVsj2A8xtRZwUIMOA6q5z23jPUdwtlJrxkPnYMywQcADwwO30VVQA7AOCNYTsA4E1nv/H4R6r15q210vP79wN3gwHgeUo4YTZedXc32/3IGOD1uv7OJ9OAluzj/TPbHgM4PtDwJICTH/3AqW9+P79WHrg+cPKj7587f+306b+GoQ+ASRSUFVHUPK1JwzG3L1gwhMq6w1FW9OZENHBro+qE/xEMk3YzERliej6p6haAXyoor6L65wfG0Nw6UCOXY5S79ZEYBZqNcqTVCmcnlJBaWy0BIJEYmrWGqgDQdJOAFx+zFwDDAGfUzYfX2r5Uz0vcm9lyQrDHyxacVzsAYD4tsYlpuyfoObV2tLBJWaWvXTjr/Cq9YX5/cqDHZk9+bOHUX1bq8qA9OPT9erehBUSuF4Xg0Is1ABfURnz3Az/7yPRzf/QnbuUxQLTkoXL3otoQawDcV29xWaT+28JEy85bGXa7A9b2ODc7tWt2amnu3M25xU5lZWE8ZkokoY1uhZSWIrG0gBxJpqhaCyodhUAisKirCMSaAbMJCEqd8LolvX2WKE5+3C4FFkbC1vmhPMBfr3CqjzO9ucEHamKPKLh08qcfmzt36fT8JY40mJfikf+fdH8+QoQAP0HH7iKcmeCAB0Ao0j8CLubiGKmvx0vxn6xH9scLA0QMAFsUSFZAKVKjqKwCgGUxVC8bnXv2PlhZW93c3CRqiARUy8lvEBkEMI0kcZVzRRgwXbXPvLIG4OxouLcJAIGfCOST+vHZK3IDAKsnvhsMcDelvdt5/14TLilqF+na4X+b+u+sRh09UNuVd3zo82kFdksNvoYbd/fEEYSt7HnCc+NKOghAMZof/dmfTufGX3juy6X8yl2o/Th7Je5XeZoEN9mjQ4zT9+QYxWNke6b7Zh/eN3OslC9cPX1WTAX4RtLzNhK+lyUHALq33PYE/ovLEB84fMIFAM63UPQPeO05NMZgwAunvvxdvcMKpnv34B6tkLJgE2+7sUrs8D92AMAbxXb6ALwZLalFklokefvWn9+zC+iNA/SasEYiwzFAo3pnDCB6JK+7a9igNjWDv0l0/YEBzX1tFsodawCcPOzG0okP/3x+rbS99w9g7vy12XsSpwGXKOU7QrB3LRsQIBJDZQ2mgXAMYQ2lFYAiGHaEgJAYNqoba3JcliXePjcYRr1KtSQF6kZDAy2rSOi0BeP87nubtBGJxKFEiMqdqv1V84raRDDcBMKRWEClDrRgKQL36wA0a9N6fD6JM0nKwMlL940AVHQ1Hr65DuCl0RDqlYcLdfvV7g3/8xZgbk3zUT2GTIz7wZnJBbUG1BnXn9q/COPPMPKM8CtMgEn+6xqboHaRQDI3Vpk7Z8v/V8ETCDUAh3XtvOoo9qgX1MqhQhWZyYtq/VChiszEBRWHruXdCfuLfvY+7gA9dC0PV/2ziszEITYBrqzHbDEdQDqHevV8WkF6FwCwg3cuHvY/hz2bBLg1h12zUyYIBS49MBkA1Hr1wWKjpUibISVv0mDXPPBaXhmaqAXlekBuqvJmUGnFUhSEc99ZDUCpgKGs25/rLmzu3OXc+PDpc+4c2mkSR+iTRfcZrhOnAQBES7rEfTWIzY28EQCAgIrqBvf12WXPEgiMKiNOC1/LE0EMw7CT8sj1Cs+KXu/ftyvf+swRYk4/gwHsfwcGaAlAgAGNLYDANBCJ86SEJCE9jvIKCDFjmVa1nIxFNxstqoaoaUpqyDINgPBCf8uqBkzWLOxoFeeSBDYMmE8yGEDPjoan15p9W4BRO/DvwICzSRyrUgzw3R8wowBerTXKsQiD4r0wQGgychfefx/XH4Me1sQ+ZoCwIlQWvycALS4TUNE7R2aSgPIAv6/KpV45XNjst/Kyxynva+Ku6tX9hTIyEz947st7ZqcfffoD1+fOXp9jq7FWALxzFuHPqEE+ubeXCIB6Za+dHOBHI6SqrrPmXwCKS9ezGQDs49W5M6V8Yd/MsbedeLKUL3zPJiaJP4b/3LxtKPdcu0HEger5anFXvbiCwu7Q7LYRAIBrF1dL9XN7Do5dyaafZtmS/IrYiN1/sbFFzoOuskaBB2anr7EH4I69UWwnA/Cms994/CPO9K21EscArzcPAPD+Pri7VICzAwquJe3ZIfVM/zCXJMXGEo/aUtFR6LcvUfpwG7M9jwT0T/2jXzr1ze/n10rbv1NnDu/JX1x8+n9+6tnPfbXPETIr2wDAMNx+Q2wF5kVzbXIKECQzqG7IZlcOR3U5yPg/AGBZwWDU2CoB0EggbsoWaCUW6TQqAKLRtNs3AKDNLQDNZDqqhNO58Va13iwUDuiRM5oOAJ2WFh1i6xNgWo+Ryvr8aBjAcT1xRiD5EFsDFABSo+z9cSYbO+bR+/dEy5x3/Dm75NfV5AGmtgnz269eN7QvyIAe0bXZZz6WnzuX//xXBpKJbXGPC9mko+t/yNXyj4qFB9Rm+R9//5E/vXB112ttFJcuZlOM90+ETS5mk4dtehIBYSqlHLrYyMTjPxWXFrKJKT0G/m4mAN311Ad2zU797v/x7wBASzJpVAAyqAmiVwoqT5xAykwYEmnJ0kVl04ylYiRYaq5TQjiCtah7vxSXQAFZRnqMdwUGkBrl/ndqFKAzk4l8sZp78ODpb37Dwai0XgHz75mx8P/mBnS7NoBNO6ZywJAcn0hq0fzKhkdeKaD2rwGoV5Ee53c6gdNUGJlJz6/Pb0kCwL3aIWoEEd/f3g/stPhfX02wmA2ggh4XS5ex4nsGVxyloGYtFIsnE/HV9RIASASmSQio3oFlQZZ5sFYJJEwJwNEqziUBoTCgbXZCchDA9IDovjPrbBJobrEbavsuXXBycQBsGPD6pDwra+7e/AVd20VrekP1jitJbYlPKuSkKLw8n8yE76N/n7askPh1g25zd2ZmYu/s9O7ZYwBeeO7L390qQ+D3s0wd7QMv6KAPziFRIaZ+TW0zHiPz+K+nQwD2lF1VDPZF+2aP7505BuDa6bNX5870O96e4/d+tPOHE/CpAAnZADa7N68hbi7u9mW1FciMfPiJmaHceDm/wmBAb7GB56eXAwR4a4kSoLET/n/D2Q4AeDOaiAFcOhDTE7zDG+RHxgB/I0YB2633y00MuLyZ/zGI/yMEHWcenZ49snfu/LXT56/Z87Ybo10hmhtNn758E9GEF+HYf4t2DQA7Zuac8S7rElIjXMORvTopBSEJLZqMRTdNqbqxzmP2oSgA0qpL7RYFlEQmsFU1YXXVIAAu9l8tIxI/oEcu29mAA3pkZW+iVa23q7X9euSKsYpIvKEqmhKpG02tWgFAIvHptZbzGuAuheAfnFE3WZ3AmbQEAPXKMT3ue1vDbvt1VI85rj+AqbLJkgBTQnKAmTPfuwJdGFAbMPX0TwFYeO4v3RXSCurVw3r0/GAJ/17q/yGb5c8ARmxsCPVqrc49cqYNShgBxvZxD7ssIOKQdEVqk+OHOUpHU2VTfH8D+ImTT9+6tHHr81/h59/bhE6gWCAzKRdvWyC6JC1m49nNVkuR2uP3NlS5K5EuE3fSW/ws0mPotNn5ukSm1Cij+M88tHsxX6jWbAaO/XvRepWwFl0eNhGgBl3vXw26eqAAuyxv1bpOI2FeBsCKjNOjAOGMmvS4cGL28GwsQ5IAuKQm3zgUC0Dfm5Q4/3nmeMzL0HCeVMwcGECBCquTnoDdRI8LgzKTFZgGKwg2TMugALVkQmSjo7fbHESZBiSJ1T8okJjTP3VzbWE0clSPMTDQNjusgxh6Wgd4ToDF4+3bbXu0wIzV4XjK9O/CGJInGKjlsP2uXOfYnUOp2/yLArw2wFmZxQXEa4uKP5LrqtrhkOISgEvZ1EE9IkII7wH4LX38+J7ZY1/83l+3qvXc5VuU17YKJsTRe/fUHwDYRwhb3X9PocQ+XlfbuwtF0l9pdPmxE08O5bKMEdQrV+rEwPqeiyelJeyfiIUZwg6c38t7ap576mW1ta9QAjB0/OG3PP0BANfnzl6fmwfcunx/bkEO7Ck1hhF+YHb6BjiW3gEAbxjbAQBvRhMBALPFV24/v38/SoU7C3H0Gnu5/g/DAMIFvOFv597n6drqG1bstxRAWDv5ix+YW7x2+sI1/5r9h4nmRod2hWh+rXSrtGX7GcJDnorN1OKuzxHW7IYAUa7iEo7zYgBQROK58eFqrVFdW4UkodNCIgMCVDeIGiYUISXUNlpytWiFtUg0TYCG0QKATuvhbkIEAK+OyGGVVtYFAU1WDEC7CIZjOnd8p/U4AebVrWNrLa/eCHlFbvCWRpKcqjfv14Nw3/EUwLzg8Tth+6Nl0w2/FZfA235xGLAgbgIAmLKD4m4FnrcyNTc7lZs9+rv/9rP+H9iJRtsTD5W7F5iLz9xcm/ovsvxhs/xjux/4OaEGgM301QB4oBFAiktcpdSW/3fPywYz/muluHzlQDaY1O6/1ugj/+9dk4LysSouLWQTR/SYXLxtghgSsQgWH9rfVCQAKLNmwCF+/URTUIO8/y4j+VTWoCVnHpnKX7l0a4XV7AbcZsDc7JKAxDBAsVkEgEQGpiGgBbdw4uQvfWju3KXTtzdZ2woAyEyiug6zy28QRYFp/5ROwo35+h0bsQxlPSUB7rnbYkF9MnU+DND/ZvQvbVR5ZsxpDrixBDkAAKkRvoVTluMIgwKQFIXQybHhpdUNwzBRLyMUVoiEdstQApAUAKAUisIaBqNZmym0AELse+cuYcC8t2HwHQGAmJF7XeH/l9TNtKmUY+FHqoOkwF13sK/xG9lVAANALbhePgOu1B/Lp460v38+QDOTTtJAbAvA1xR6AmzvteQP7PqVn3/Cbha2QnruLOomne4aAPT1rUXzgA3+d0iz9s0c64UBA47f3a0HAPD9T9of7ai/5ywIeANgzzdQYQ++L93z1Af32gmTEtMIEmR/+IQceGvJAtCaGmHhf+wAgDeQ7QCAN6P1AgC8DjpQzzKn79VdqgP9OE24elkBQL0qAADvtb29689sY5n7heEogJO/+GR+rXTqG9/nS/2n3hPgBwDMHN47e3jvs79vPyXFcKMz1egR3XfqgH1rsn0+On3rtdv5K5cRDANAKIpWXaaW1dVJPCObhlErS8EIk/0hANMAhZMN0A1GaVBCamxsqMIe904xgMH7EmjRoT4vHhCvTCEBK0aUZa/3z5t/MWPlv+fU2tHClujVUebuc+F/11GeKmyy2gA2IQ4NW39Kj1FQ0V2efeZjn/6P/2Xf5SVHhIdmJs6r9cOFTZqZ4Po/hSr1UP8bD9kTjA7ktgHKTF5UG//sEz/36un5L1y7eahQYTMdnXLmchKwGD+fsZhW/BdFveo7LwJ/YoplRRKZ0OPZPbfmFjwcGK+z4tdOrVeP6DE+5MVlgM6Px3VZ6o5MmuVlO4Uvc7c1M8FlQCE2/aW77pnIZZKnz10CpR7xH7DWv7Y5pCCxvZoDA/QOCE7+8i/Mnbt0+sJ1JEf4WSgqUmyaQFaQHuWBfMZNYqMoNhJxNEyZtqnP7XTqiTNZAH41lIH3I7MeAMDi62KB/sZtRGKg7CYVSCtOWwybBYRwTJUh6e12R4fZRTQx1G2XuzoJBC3G1rNMgMKiIEBXV7QUgLeXPOfjUIMwoJHwq3Kz2tMw2C/OKEy/pG4y8tLD1YG6/oPG6MUkl5AahAHukASorLFUiUDjcfRAqUPjYUtFkMA393b4cjGDvf5FtQHgoB71u+DFJbDWtnqYYqBIQDo3vmfmWDo3fv30/I25swB8TyHwbalQKuBy4oUJTxKDuGdBwGma9mixP5mJ3uuSwYAvXc8/+bbHvvfcl0WlUcG8OSvhj3OtE4AKDx8BBgiHxpfeFVIaymX3PPVBkRHk7NMBAG8pWdVcJJVzk3g7AOANYzuNwHaM267RoafL6wC4Gv3AJ4fwMN+47fa9+h9oTq8uOiAR0Wq43v8da3/rFdSrudEh2/v/nrvIPyy0dxaA0+ev5ddKJz70Xv65b2eiqFARGIkBxPX+ARC42vDNGpq10/OXabOWSKfRaSEUlSiF3jIlGWpIoVSxqBoKDqELYH/VoM0a6/UbZU0AOq2GqjBXxmjrJBILZ7OuZ9OsRXWD4wqhckA4Xd7nyD5bSkHvNyOi9w8W/re9w6O2+M9RPQZQrgEKQNTDEUuEC5twYAA8ktjO+nxceOscoLj83B/9yXtHhtn6R5g3X1w+bIvwPKRrTP6fe//ABbXxkB5lE4f0KICL2STzM5jDcVCPAvj6etFemrqoNtjXXcwmWe3v+ayT1QFgFx+XDd5dzstuYrF/p/0Zs3Nqja35eHbPrtkpAO5JOXqp3ukpPeZkKtxfJzNBhyf3bzT2lBrBjeX7yq2JzXbAIkPBtMZ+9/Iq0qMAICuorHEujaLm9h+cfeLdABAIIjnM4+sBlbtxjotfr6K8xgnx9SrKq24tr00K+p0/+2a+aF/eyREkbX3hxDAXrQIQzyBuT+tt1/tXw1BtuUPLQq3cR7/FKUQmpA8v/Q7BKy8+37jdJ07B7gLCblLbsyIEnSY/WdanD0A4ote3aKeV0CKIJNDYrFgW5EAqnQFYV2wKEE5qUkOG2QXw10N0Iek+I45WAUAzSd8OYgDuNyPJGs/XOWXBva1w3c+2gK9YD7DNcIgj+EhV4h0AB9jAYqzKGuxOYWy3KC57fzu3OxhbyhTliZg3y0yQzCTx+LgOv2UZxeVDheqhQhXFJb+Ln5m8svd+ZyOSmewN8AMo51deOPXlG6fn98xM/9TJT6Rz476+VwCQmXh57wPinh2g3hv+B3r8evfY3SW0uEx7LuNSXXru+1ea1dpQLvvkM/9o6PjDXpzvG2fiW0CF34IIZ+HgK18Xs8HdMf3fV8oXfvBbn/7Bb/0+gEef/sBbnv5Amjn69j7fUjIBiN7/jr2RbCcD8Ga0vhkAZm5JwJ3pQACAjSUo6p0aiv0NGXVlf5iFNP8KzLZn/PtsYymkqv/in/yy1/v3DsT2w0KRGx068cRbeeUAAwBULEC0D6y8BrPLm0GyQOnQOChFu4HmFlKjKK8BvEgxIZvJkbFbK+sIx0AIadXRbiIUCSvhjt6UTJ0YnWCri0icBS+b4XCUcEH0Bu1Go2k2HU7GQiqtiH1hmjUAjWSKNTbyn1yzRiIxdsQsYNmbUGavnN54P1gMu149arvFTA8U8ATFnTg3W819g/bkBJwXodMN4Hf+7WdZWfBiWkG9cljXPDUAcKnwjLhCAfRQ/52JdG58a7VktO0yVs51IWKd65Fy1xkkJz/A5P97kvX+U4MzSgAyEz/xzNO35hZuzS30DoK4Js1MuOjIS61mlQ8ElGopdo4HDe2FkaBFCOoVpEe5sy5G8RU1N5yo1hvVlYLQw8ur+Om45oO9ExDQTiu3Z+9aqdqOJHkrAAABFZV1L/UoxUuHK6vQUlBD/sjpxjIIQCRksnyWow0KIBQdGOy/+yQAC/Yz84UJWHsTp9aTPS5kmRfnSDKvywcSpJscGavWGpvlMuJp2aIE1CQgrboFAkkGKCTFqQwGgQIJgGaSqep2qQB4swHzwgEeq/bJd/jzAMAjuvekth0XoK/0Z/9N3W2dTQCkRu04usv5EeL9vu5gALt5hZZV7oVVXKLAedYZwNuHy0MWssuFr6jN/brYO8/eVb9sgJMKEPthUbEVgC26L1zoXOT0Wja9Rw8Tt63B6zS7HMhW9w8N5bL7Zm1G0NzZjXyBAacb2YwjKzToh7bFnYSfw5tXJHCTGFezQ/uEtIZ7Yt4DFFHcntlje576IIDrc2dvzM0DIJW1t5Ssai7qAwA7GYA3jO0AgDejbQMAmHE60N1ggM0iQNxo39+mbdx2fZqw1vN4Fj73tlMdZK1GSA38i6d/zh/7B+y86mAk4D2AmcN73ephR3PQwQAbS1AU9+3mCAGlWHtggFpIjWHpOgBEYkiOoLq+a3x405KqWw00a5AkQmnAtBCJmZtFE1YwFFJlDUCtsxWr1QAcrJHLMQq7IQAANGuhZCyc1GqrJaNcAnBIGbuoNvh5ROKec7Kjg9N6HKCOUyJ6Kra4nn0mxaVz2YTowjo1AO7QsJecgBOcQuGjfaj/QlNMu9MNkwYKJbVQUqvkVwHRj/fXABwqdy+odaIlD3Ief1Jc/2C5e0ltQEseLOuX1Gb60P6D5e53CjcAQEs+JFD/L/BGY5obxeSHyuX/WU2wc6gQ0hee04ejS4hds1O7nnr/d555bn7wmgDOZeOsBsAec+5mMQ0iAIfL3fNqnZ3vkbL+vWibaMkoVWrNIgBLSylyoLvl1umOynpHjVRbXQCorju9vXjfX6HqFwCP32/Z9QCAXRswjM2NXTG1Wm9sJibcMoDhSd4LjP3KTOiWsOlVXhIgqv0wUNlp8noAQrzef8QNHFPq00TZFgD0RG8bVT7R3HLzANyppUiN8i1YmT7gsoDCMZQKiMQQiiibGxPD6bXNRtsEFEVqbIW6ZkuiJBoLmN2OaUFW7IbBrJAgALPr9Aq4SxjAPvjahPXlAt1lGYBnwd26/u6mZMBW7sPL4yVTKujP8Dm8+pYCLohlS9ntfNhuC+DwfLxPRm6Xs6kDhbINCcTIt73KtjDght0PiwIvZ9NMEd8+JPd4KXAtHUK9wnpyOScoUIA849NnyATccl1t7y2UYN+5GRsGvDx35urc2RvpEOrV3brbTQLFJSKSfPrRsQbBAABX00HUq/v0sPBY7k+UEl9p7P+3nHgy/fBxVNZuzM2n//QlAkizu8VNdrz/N5LtAIA3qd0tBgA4DGDW9/3CMICi/K3XAbPuSATDE9t5/8zu2Pq31QDAvf/V4qlvft+/1DJt3o4wCq16P21ybgwDPPvZL/PPYvkvgI1lDE+4/YAlGalRlAogko0EHDkgIDWCTisZiya1SH5lHa0GOi2ihlQ1EjApmlv1kCqZXVlLhjpmrbMFIG4SVwLI7vvLigH+2f/+/3r1z7/2hSvXABzSoxfVBiIx9x3TrAkYYOuoInjqST4x7cUA7EUyIIZ9h3g/tk0dcEaNEMeimYlFtX6ksInMRH6vNquGb17cWFTrhwtVZCbOq/WHCpsAZRL+7I3LGf+ZiYtqg5H7L2ZTBznL360tvpRN/bNP/NyZU1/5jt4+VKgSe6mHugBPgN9RKZ0qG/zCsA+VkX+OFrbuQ/wm3LNzB664DOAdJ5++dXrhL669Om0H+/2DAE9dgRsizUwsqHXGfaLuiYNksgtq88G1TYvg0ngy1myP1zrX9+1p1YswugBFZjJh1D/1s+9+9j//N0+34Mykq5ALV+4T8QwvJAAr6rWn5QA2NxJaNJeKLN4uoqvzc1NUGF0+LQdckStZQXrMM83Gg+kXMQtGUCpwCMdZcL3ev2O9kfFBZq/UW7DkdjcXXDvnVuUKodRVBTUNNaBIhLQNCtOA3pYtywqGaLMWikatVlOXAyCE+f2wTFBKLIs9JZhOqIMB2P8MV9eNppN/mxYwALww4HjVf7ZnhDIA9PMUvef/er1/tsk6GbyJr/kXHAqKHwOAOm0BHO4KAGBB6OHtQRFePVC4j3Wv1+L1gDkSKC4DuJJN79fDzg2+Z/YY64fFYIDPlafuruhVuyOv/0Xip+/3hIS8zDOC3lcRO+aJfbPH9s0eL+YLp/7oTzzev7MTT/+vO/2s3iPfxzMk3oGyhcUGJxkAVhjwk48+Eos/OvPY//6xf57eCf+/cW2nBmDH+hsrCXj8yhUMZV33q+/DLJFBYghGF43qD5Em/aHMSS8TAB6vpdecAgAt2adlEnVXmHn0qOv9U5tI6WwuyWhsobHFv9opPHAp/sL8xiZAmXLoiSfeype74f9lAIjE0NjiLYEjcabsCbAqBQFUpEcRibEi3WqtASAZ0wAQNUT1NiXElNCihmxRqqiyIjdlyIYBoEG7l5MyIjGX+dBpNWgXkdirc/PfbtUeWquTSPxSUmbeP21ugf0DPbxWp80tCiASFxLxdKrKeczzSTqfpNT+IebTshvF9/X/AjmXTThzHF67Z7XCFvrS37WkS6qxX/Pc+wcW1PqsGk7uGl9U6w71/3CB/xzc+wdQXLaLARzqf+qgHgFwKZu6pDaZI3LJnvkdvX1IjyIzcSGbvKg2mAbf+WxCKD9YcoPx9Srq1SOO9y8cKs+EZCa+NSqzw4DvxZuZRGby1umF5/Xmh972DjaP+JjK9apvrFx3p7hstx3AebXhdCewisuHCxXVtEKGNX27vKfUiOldef12rNmKdYxYxyCV9U0lCmBm+iCqG/ykAkFsbnCErAbZhFsP0KiiUXXrAepVpx5gs96oGgQAhieQHOHlQMMTSAxzgR0AiYxbPxDP2Ix5VhJge//BMII2r6NWRs1pumffiX29/9dlzNdXVH8ZQCSGRpXfyGyv0QT0Fpo1ZCaZTBZfuVlDpyUpgbHhIUVvQFaghkyJSJ02gA4kIxCULQolgE6T2N4XDQTZ1KZs1WW6kORAmt080zfXpm+uabrJ/H7q3lzcjlXtguDmVh9evrcMYBBxn4Jz9wEgNfp6vH+7b8ldbEIyk3CqYIvLpCfwTDKTRKgNYJf6kUL1SKHqv/IBkplAZrKf78sqQhwxnCUxQMAWITNhlwq4NTbX586+cOrL5fzK7pnpR098YKiX2i7sam+h7K1toCyz0V+tSzDvy6nvCpQWl17+/Be++9yX/vxbz/8/PvHUvkNjfQpg7O+i/B7o88s63+U7clpc6i1FEGqN6DZv6lK+8IPnvlyauwTQ9A77/w1tOxmAN6ndMQPgmIcOJFrv422zCCUA/C1IgtoX7fbKP35Nz6h3ORWZBjOPHp09sm9u8erpxat8lshDABCKuH6AJMhWWuY2M2feepzv9vx1AFwW3TC4p+VoAXEnw3szhiJoOcfAF/EkwJXLJBgGpeFAuKO3wnq3RY2hiV2RpHb7xqtmuw5ADmlRJQzg4M3CpdHYQT16SW00aBdAcmg8NpZuVevtah1gjoX9ezZriMSO6Nqi2phaayzeNwbgSJU6YVgW1VqwPXPxrP30FYHbM23LgM7bvHZiv9uIoxw6OCfATn7BK4lD69XQ5GQ4qVUuvszCh6zXj5v4tu1CNsmnbM7YwbJ+Ka2Ke3NqAMr5lUPl7iW3QiDFNmEUBYfnwwaEUf8Bj1b3gsBoqgSwELeO5teSHcsFM4LNp6Ujx/cdzd57/rmvA9SjU56ZcMbBGweli2mF1qtTuraQ5k75YT1q5/qFiCwAUJOgEVBAcDMTpwRNVUZyZCweaet6dWUZiWEe1Hf6BgCQFcbzofUqUX3hSZd+QzstoiV3jY9Ua43NenOgcJB/moCAK5ayRcGwsFvCIT1hYzUozE/6Tg4wFim4DQCRuKcdGNCnSwCXB6UwDJfMwy51ywQhM1P78yvruf0HTz8/h25XlgNWMES7HSUYNpi8aVdHWEO3A0li3y6pqmVaCpFMUBmEcX6OVnFOrU2vNZl7zS6q+aTzawsCXLbv3pcNcjfdALj2/+tz/cG+lH2Pb78Ts4cBUGB5bhG+4L2bDQAgCgG5zB9RdceTRnBbgwn6P3ZbgAN6xCt/6X1o2jcXy3zapQLCKsVleDSCzjJGkG8/1Dtp5yuIJ6buE+8aQLPpNZ8rv2/2+IMzx4v5wtXTZ4r5gtho3P0pvQin7249vCPR+usLC8UGbp4TABhuf7Rk/tQzn/jm3Jxvu50MwBvJdgDAm9TuHgDApQNRlFbuAANcDJAYsMaPbnagXfhkh8wHeP/c9RdSsl7n3u/997r+zNipNGrcFXDUhJgf33emiAH++/NQ7Dio8xqmVBDisI8/pKFdF2cAFMEwKuszj8/kX75crTWqlXI4mk53pdXWBgmGAYSVcCQZ2yjkpU7bjMTkSBxAtFYDgGbtYI1cilFEYqzzVyo39g6KL1659pCuXVDrLsOBWUQQKbLPe6pKhcgWAbCQ5Gfd6/ozYzUAR502WMyKy/PZ+LQQ1Z5Xa9CS07Z2kLPauWy8t5xgqmwyD/tI2VhQ66lDD87EM6/OnXNH0NsA2PX+mdl0fzZ9oKxfVpts5isjcjipTVzbYtJAxKH+aynX+3fGpLi8kE0MlP+32fyVABaGw+98tYhQlJ04eE0FO/EtaMlQUvvkL/3MrbmF1+YWucNhU/95uTBzGuxbb8EeCjYCThmAOAKuLyU0UrikF7rxlCERABYh9+zbm1+vcN4/KwPY3ICWtOsBiu6gxTMoLoEhgUQGG8sOQYjWq7nxkSoNbNabANDVMTzB2wsYOq8HAGB2kZnkPqVlIjMBApTXYJlCZY4wwKwm3vFdHOdTJAKxe5yBbU3w6dnDwTK9jj4BHF+fANgOBjRrdhlADbCzBKwgmPP0yIn/+alc0Hz2v/xpqGupptVQFQAIhk2jIxFiyQG0G3JIMw27oEIOSLIECqvbSZKQQ/13GgZPV8XzdGAAAXg1wqAOwWeEMgDhbP2rvXQn3U+P9WEK8WObmD3MXH+/bSxvNRQAl577ugsGvG0B4PX14cUJvpJfEQNQ4FI6gHrVFQZ1xXB6fJjM5GW1ub9Q5j7xgC57u2eP7ZmZttsFeBT67T1Szx/AB8UBXGetwRwOz13AgF5Zp0wu++DM8Uwu+/LpM6xzMMlMUsAvyM1hwHZ9mgd+nZN48exw+Wo2zcqFWU6GAJADj5RMAiize3r3tgMA3ki2AwDepPa6AABcdaAH74wBIJLdEwPW+KHNq/xD+7n+zJiifzjqDxL1uP650aHcWIZ7/3ypHRAPRfyMyXYTlunxlQcZe0o3tgAktcivf/Rnfuc//dfNetNTh+AcG3ttDGUBoFVDs4b0OMcAohwQACAhm0ktervaJOF41DAb3RZrDxxWQmEVNcvS220CiSl7ms2teK3mc+gf0qM3RqRQUqtevna4Jp0fFXRR7TV9TFbHjlQpPO4FHfRCIgB19KTtd/C8mxOw3FQ5V+J34/1+XSBRJDQzuaDWWA3Aglp/+t1vqzYkEQD0iv/wA6pXoSUZ9f9SNnXArgFwiAqvHLj3V37+iW8++58vZpOMNeQh4Aotfs/b1H/XbJo+8er83Oys5O+7H0b7nevUSXSIAIBR/+996v27Zqe+88wpdhLzdqsEjn9E0XTh9AHwMgCvNBCAC+kArVc45Yl7TpFLatNqVBFNWhLpEOtffvypb79WeX7uNG8FkJnE5gb0DkAxPOkBAE5Or9GnJ0BCiyZJ91a5zofKd8UMT3KRH/YTFwtgZHVZhmnx+ZLML37C7lB7e4a9+15fDsK3BPCpJdzng2XyI/EFI0QMgAEwwAEAZpcTmXgxAABeDxBSA6MhadOSG23L2NoglDrSSabRlohEAcgBauiEUkrYOYMCEiFUDqDbSUhh5v2LdcDTVc/ZsgqBmtEAEFOiuIsyAMcGYoBm7RE9gUE2uEjg0Wd+EcDy3HkAW/m1Wn4N9iUXT1BqGpMzR+IPTwPYyq/enju/mV+lgrPuqwB2MQCok7vzpREcDozQFoBvwp17j8M90JtxduWx4rJPI6iULzgHQDjxxs/j9+3qutqGltxTbvv2POAw+hygc7s4qYDvnvoiAaGgxC03IvbEXWGMgd/oaSqMa+kQgL3lNuywDgFQWXukZNZy0XQu27vDHQDwRrIdAPAmtdcLAJjdWiv++T27ANKHEcTMeeN4MMCPDwCIyj8e0c9eAODosdgP6564/syRfbNH9uVXi6fPX8vnb/mW+nfINyewDIC4GKDdBCgsCwAiGn9ftFuAxzVhGODZT9tPT2dzj7LeCMprfG/pcc4XYnJA5VUepE+NJLr1ZCxarTfqXUlqbllEAhDWu4jEWkZbMnU5qnWpDACdlml20e3EJQ+L4yE9+rJS1u7PVR0xUC9CwGAAAM4IAntb+JaKL0s2n+nb2PF+Mq9uQQiBu1b0/F7zQhDdOQynhTCvAcgmjujafYeGczNHv/XsH7Dg3AVbDOdQWb/gaP4AqFcbQfWRmoLiMicS2DyBg3qEzXz6wz+PjeXnvvk9AA/p2kXWSkzXSHH5fDYh6v8sqnWiJY+UjUW1DiH27w5FcflcNg4gWavn77sfZvedtzZ5+L9s9T3xd5x8+taljdfmFllaAN68inj6U4VNr0fishTYfHsQqCh85OY9gIOF8q1E6BOf+sV///lvlIIaNpZ4UzAW3QdlwX6n4y+3aBKK4rYHBmHZg4QWTcaitxiZn8X+k8PuNGuyy/IAzKck7LInvDUYK3ZnAKDT4/1DHFp/+m7m0aMAmT2yd+473wPAdI0W8ysIa+4jiG3qC0a48X7ixwCVVRhdV34qM4nGJmfosdvE7AKArCigk2PD+ZWibHSjJhoM23ZaJjUDAdUMqFTvSErQbNeJrABgMEAKBK1uR1GC4nf6YIAjtEVYETDXI3LvGhEGnHEpQ34MAB8MqKy9NBqCSxbqsW29f+b0MwDgGHWKBEyDOe7x3NjkU++L50YBbOZXL9oJAXi7g8EXbi8u9bYNdhJZTvk+wBoGu9sJ2YBtAQAzLwxg2+6Znd4zcwzANYER5ByDuLln/5mJ62p7j6sj1D/PIOzNH/gXjQPkXHbfzPFMLlvKF1528hK8xzCB9wnj7Mf3Ow5s4OAe+SRscdJ9hZKQHCCksvZwySAggZ3w/5vAdgDAm9d+OAxQrTefSw8DQGnFrfdyzPcoYu/gHxsGoNytH57c9llqP7TZIzIz0ZfSw7z/ucWXT7/Ag8dcoJCAB/8c6zTdFaiFaII37XLo70aXNwAyDWgpd30OAAgiGpr1pBZJauH8qv3CiPDgLgDIiis6DorUKEorXA4IcCuSAaRGUFlPjo4ltchyYd1o1aV2C8FwRAlTUDRrLTWgEDMxNF4qrjPvH4FgPBgHUwGqVhCJsR8jmRtv64SXAdh297/TVNUT+xfBgDPhjfcDEB39SWer3kUsNC4G22i/GoAjugbg8V974typv6zkVyiow/xh4j8AoCUbMqKmh4x+oKxf9tUAALGxIQD11RKtV4lXSxTA4XLXjcMJ8v9TgsyRMxpOBqMiGSSdhdm9r9K8r7DhrOm34tK9s1O7Zqa+8x/+ykkL0B5nhemK+poie/jT/MR552MWOj1UqNDMJEAvqU0mociO89UDu8JJrV7Uawo1CTGbVSQyMA1QDx+GwwC3gVeI64QScKV/YNf4CEkO529zHgWUAG8vACYKZPdVCKjo6tyZEVub+dqchYSUlGsEbZfXx2h7bHpu8SpAFi9cCoWCn3zqfQDya6X8asntwuFiAO8F3qhyko8oCqSoAIXRdYuY2egaBjJZt1bHNADkJsaWbt2SOl0lpAHo1EpREmB0IEmRZUU2DbPb1WUiWxKhpkFkhcGAkBbTG/U4gszvZyYyguBIgjqVuwAGiwKdEcoA+o0d2ca5Z3HfQUv3P/1EPDe6NLe4PHcBvhGssCQAdbZyKD3x3Ng9T/1UPDcGYDO/+trc4mZ+VVwB4JDVPn/KlrKPrC2ARzXIXs3edtLzEd48Q4/5fHf/zOLSW048mc6Nl/Irn/vOmftfXRGX+zMA29hgGLA9ABDtwdnjD84cB1DKF66ePlvMFwAI2QDPzh2U4jyd7gwAbCPiX1khILtLjTSCe2eP5dGnQ9wOAHiD2Q4AePPaDwcA4KcDeTHAdnSg5A/3dbbZF+qG7db75rsrCtW9puHKj8Bx/ffOHnkQwNzCy6dfPAfYrr9sF/kxC2tMe8ezAlsa1tCqQ5JdzGBZ3OmhFgJBmKa7smOWpciSIpFfePI9p/7i67BMSDKaW7wTcETjvOdIDGENpRUAXCqRhUjDcX6ywXBSlZJapLlZryy/Zqoh0mlNdWNXk4FWo4xgWFLkidyu5fwtq7JhBlQ5pCEYjtZqzC9h7YFJJB5KamGmo99kbqUGYDFJ0KxN6bGFJAAcqdLF5EBQMOUWB3suAgKcTbs84+my5c8VeGEAvG/i+Wx8Wo+L5HUINQBHyuaiWoOWPFJmEUc8/szHbs6du/n5L4tOw4Vs0lN+KlD/XXVUZ6aWPFTu3ro3BCD3WhuMcuCV/4cvCMfl/2PE9ss95QoAtOR9NXNerpB0FtRCt3305mqqYwOhXhhQXGKSoK9dLMLrJPHd2mhqqmyKquccANgRazF0eiGbZHFT6rKeOBv7sr4cnrw3nNRi0aFrVy93E2nJosmuVepuIZqErHDhf8B1/QGoITtLAKhBJIbp8nUAuT17SWI4//IlALwfcNVuO9DHCNQgCOEtL4bGAfALnlq2ImfPVefc1KHIiSfexml756/59wzkRtMzR/blRocAPPvZLwEEjU13f+KDiHm9hu4BAE6TbNhtKCigKHajAArYIXlA3ipOTk68trqhGtax5a0XRoLRaBrN2pZMZTnAMABpNHSDN9u2JEIJIYpKDV0iJBCOmLrhhP9F00yGrgljHznVwASEh/ybW8dtd/+Munl8rU0wQKunssbv00EVwLb337dE+NFnfvHKc9/YytvrsF15AYM/WC60BUgcP3bP7OF4bozBgCpr3OGuQHtrAxbVOkAfsoWtPJhBeFSwK5lNukH6XvUbcX3RemBAWrMupLVPfPwjpXzh2tx86cyLALl7x713z+4mxaUb2QyA3XbDL/bxAT0I+HMFIiMIwNXTZ6/OnbG5lH4Y4OQGr2WH9vZr/rWN+QDAnlIjiRABrKnxcLIPzXUHALzBbAcAvHnthwYAzGw6EO5cFfBjwADCVdqqC7I/1L+WECOE2eWEYC1ls/lZ4P/B/Grx//7aXFvvAuDOOrNgmH8F7AC/4/qz8L+jCShJnhWoxcsTLYsr1CkBDgBCUbfMVwlIhk6BoKq29S6oBQCBIEcOIlZhGINZcwvhOD88O72Q0iKJWPS1y5eizVYzmY4o4abRAoBOKxxNPf2h9/6nP/m8blEEVDkQAmB22/FyuZFMRZUwe4VzAHD5GvvBpnSNvdQXR6NTegyVtYXRyJQeAyiprJ/j01hQa1N6jHh6AgBC/OmsuuXId7LAfz9vrg8GADCflihEljx1OL7nsnEWa3c9Xfste/Tp9wJ47ot/BeChcvdCOgBQl/oPHLSdYNZFiH+pR2YbAG5N7/65h/adPfVVsTDARTg21iUe+X9zYYCEEQEq4xMcAADQm+9caiKk9T1xZpfvjwcV4/HsntfmFtkQiRjgnNAUWXRKFtIK6tXDugbQ8zZtiTIiEOvzkA6wEPsBPXI5raJe3c8gUL2SPnTgsez9f/bC9yKtzqiaroYDK9YW0ds0M4mtot/1Z5aw2wLUq07z4F0xNXf8bae/8XXPT23nB5AccZMAbD9sraKdMQCBJPHbAfDIdMLXFdjr/Tvvr546gdzoEIMB+bXSqW98H4AXBiR4OtHXyNxJfRi97H8gGnfdVEpRKqDT2rXrntpWY7NUenS9c/G+cdZto6EqUSVcs9okGFKp2W61ZCJHlXBNphKI2dwiARUEhEhqVGOdp3n4v1ZnCKRuNGNKBCA1o8HY/xDbgVXWzoyGRADQtwyA2Uvq5iNrnb7e/0s9BcS928dzo473z8e6J13gAAAID2WnLQCA+PFj98weSeTGNvOrt/zZAAq4tQGsrl0sandAhXf/gu/iJRQRHwzwYOMeE+p6X04HAbwtnn7L0x8AcG3u7LW5s2IFzuvzlgSAcSMdAoB69QE9BOCVdAjAA2WhAwYIiku+wc/kJh478eT3Tn2JNQ92KpVFGMAOSWxbxk3sndKTmxW+FV4AENw7e/y1fuF/7ACAN5ztAIA3r/2IAAB+OtDdVwYnX+f32JdoyxbGMQ07sihEhUTXHzaBuLjMXxPDE6A48Z7HcmOZ3/2jL1SZYonP9eevDgoA7Qbftyz7MQD/RgsgkGRIEi8AoBb3/p0DU4Iwu3xN2CAhGGZ+lSRJSiCgdzqgFLLi7llLegqd+eFFhAJlAIgEAsMRubiy1qZSRDcQiTUbZQTDYb2LSDwQUltGy2zUu4GgHAhFTNSsNrq6LAeiSthxl1K5seX8rUixiEh8StcW1fqRtQZJjS6o9am1JgFoapSIVQoAgHOjEcbpF3sDU/BswFl1i/Rl+fezs6orb8K31ZJHXZY8ryB0WuEuZBMAjuia+1bOTOZmp04XblSLbYDX/tZlEmWSQvUqgIN6hBaXL3MNwaXL2TSEPMBBPUKKyxezqX/2m/+0kl859Ud/AuAhXUNx6UI2eVjXUFw+n03y72UAQK1DS06VzUG9fhl+eDUm3UyEOAAw2rCsdxYlYAD4ERSBnGrgXvzDxyUzya6ExbTCLogjZcOBJTZziTI01RuG38+0j4D9uZHdauSVubOsIvv8vZlscfNmOkIAJZ01SnZgMjNJCzd4PUAig82iZ5/16slf+tDv/Nk3N+UIP7WAmxwgWorx1gAgzQUlhVQKQXHJLQLeWOJsOuY8tRtiSUBubOjEE48BOPX17+bXig5vmffpY5F7EQk0tnL333fiibcB4P34REZQY8tu7ed7KAlUw/omWjU/J5B9ES/XMRNaJKlFlm6+pkWHGA2vEePrW6Bo1YORSKdrSKaFYJiX5UiSHNKsbhsEu+67b3WjZLR1dFqabtZVWdPN6bXm/GjkmB5nNTP+Ep3mFoDjXraPUwnQiwFeSvKS2Yd79H+YfigiMXGRuD3j/7zwzGf558oa2O/nhRMeGo9nvqfAN+GFAdX8isjbYek+VtfupP6o5yucvbnf4K7QE3e/IoqB+nt4eQ8+MwHgZbW1r1Bi0295+gPM7b42N1/MF7aDENtbZoICN9T27kLR6Tf8itp+oFDs4QsRAtFxJwDefuJJAMVbK24SwN0zf3pcs9uWeU+KAm7T8evZob16yFVlEL+V/ScrD5cMAHQq2zf8jx0A8IazHQDw5rUfEQBoD953a3Vj7twVyMrt3bt5Bp89kvpzRogbXXsdGIACXtHP7RU/IdYOUgDYWAKRZt75+OzUg7//+a9W68223nVdf9MEAUJR6G03YO8EPpnr77j4ksSZzZRCkjg1nxOHLHcOW2pZoBYkGZRyXCHJMA0Qwsn9lgUihcJhy+zqHR2SBNlus8pSAWwP0QTHNmLqOxhGp6XoTdnQDSpHlDCAptFinKVINE2bW51ISFbkuCSVTMLcDtkwEE8DiJogIGhuhZKxUFJbKmyg03p7N83YPlNVLKg1RGKs59c5Pk3O8fpd37uBnLObFnHKMnhG+2w2xjz7vo+YeYcjJKjiCLSfyd7VHL44c8SdIF9u9uhpvXXP964A+P59I9GODgB9degd88r/s3np3HirWm9Xa6L8v7jJEV1jl/aiWp+yC5HZBEFvdp6guFQJ0JupSDWdvq8bvG9Td+6M+bRE61VxfBj1n8kBOZKgbNE5gWLksqJtFSDYyGRRrR0ubLJ2yAAOFaqsehJcPoVeEvwhppO4Z3Z698yxrz77n17ODrEDuQfalaGwslmOhxKlsArTQKOKeIYxgmi9SrK7XXaQPXS58ZHKyvKmHHFbCvDkAKH1Cpnch+Iyd/qZ6KfjprN7rV7FUNYtnqlXkZmwvX8KEITCADn5Sx/MrxZPfeO7buiTVdvDrsIHEImBgDfQsDl4Jz70ntxYxpMKANDySt/yCgHqklvY6DMBU4gt/8BVQSNxhDWUCiE1oBC5ZUEzSd1osv4bLBWwJVMSjQVhdbpdSQlhq4xgGMEwnwBIMCyrSqhU3ZKthCkhEqs3Sj+xbiA1Oq/Wjq21kBplg+Ww/8WcwHHnpvN2A/AZgwe0n/6PIw/aiwH6ev8AkBrrfcb7KDqC404BUCGOHj9+7F4XBixU86suk03chE338vU9AX4xbOMJ5zN5XwD7y3q/DXuPHPB+71Auu3d2msGAq3PzpXxhGxQxyPowiJz6cvuYvVs4MID/so+deHIoLNjSxQABAABJREFUlwXwvVNfKuYLvTDgmtra69YiO6RK93t9WqWkH+MIcuDhkrFn9tht9ISfAOx4/29E2wEAb1774QCA6/eLJkm39+wFvOpA28MAHwZo1WCZ9kwv4Qf2vLt1/YU3Uae5K5PIjWVuFTer9Wa13vS4/mzCqVZ0HH3ZZu9Ikj1hlwewiW4HRIIkCQ69gApYHoChBUIgyTwJQAgo5XkAWeHToLnJ7OpGqaMb1DIQCPIqTABqkOszApAVPjMU5qkAQtCohYIBs1EPBRNo1pq0i2A4oncRiTMwIEW1idyuUn4Fza2aDACsOQDDCVHd+Om3vePbN85V1+t1VYkpPcJHA4w5+k7IH1yznAC8ZSkvALAdXOfXEG0bOaCzrAbAWc1bJ3qkbIg7pMWl89nEp37zn87/1me+rbcAUC/131H6P2CHvR0JoEYiGRUC9+nceG21ZLT1Q1w8J3W43D3vetgelgnrAwDmlxeXeN9fH60WAPBq7WZ+Mqt1Oo+2PYkOCLXRFG7k7/KB7Cd/9WMsCeCePnDU6ZPQE4z06ypmJgTatOhXedwCtvSnTv6jf/t7/9VQomyGKRESTUoUkOVms2LGU+4WvZXBtuX27N01mT39/BwAD3ZyiFipERSXIQdAgNQY920cpB0Mu/U2AIIRlAoAoCURioAChLBA/qlvfJcfT6fpWb+xCWrx7l2SzMffMh0dTy7DxUoCKqsA4Z498Xr2DjVoeJJPeHKb1G3e51CDzO5oVNvsdoKNbt1oAni0HryoNhq0GyWBRixmNrd23ZMt3F4OmxKrDWDAQI7ENZM0ZEq3yrIaCEdCer0VNKW6KmvsZmzWWMm+oA1KziYpmls1VY4pUVYG4Hj/vd0A2CawK4lfHA31FQB9KWmhWfMhhwOi93+npmD26Lh/fdenc7c6ixICDMhzGOC6172XtP8rxJZ5PvmgzASAy3bJu/gL0l6C0AAA4Oxq7+yxodz4UC57be7s1bmzTv399ezQHj10R1HOnjtugPETdMeVCJ56JpfdN3OMQRGWDWBzrgodDJz9E28ypL9QqbBzAkAOHC8ZZCf8/yazHQDwpra7xwD9/X7RCIEk81TAXWIAANEkV9SBUH3LVPkcwg/uxvUPu0FB2z/YlUkktchmuzvQ9WcTFDB0ECJwdSgCan/Xn02YBo/rEwmW6eHwEAnU4scgEVgUoBwkmAaIBEJ4lJQQBILMByKSFAwG9U6bGgYNBF2coKiwuL+LSFxkAcmUWpvFVCrdNIy4liwV1yO60VQVXsZgu1P/8p//6u899/nS8i0Ew6ZEWD0AtsoAotGhhtGczA63q/W27sYRHTtadYn+veYoFTob8gilxOOIx3x6l7bZXqy3jyYAId7vsIDm1S2mqS/UALjEAE56qVc+9Zv/9NP/9c/b1Xq9th4lXLzlYKHii0pezqadGoDLtiammAE4VO5W8iuE83EJgPO26qio8yOQbdxMwlE91uv9A/hehrS7bR8AOMYbBXiIc2fTEvOYf/03/xeWBGAwyakuEB/WjH3EYv8LvFI5iuIyr4QWagBgy6g7yIcCB/QwBa6oLZb3aC29JuZJHtTDq5paQN0kBNGkQzXujwH09sl/+D/N3a6cfv409A7vEaalXC2gehWpEXR1vofUmItsfea0BC4VhJKAyRNPPJYbyzx76gt8juj9O2aZvOjf15ObZ9UCITXwC+97Z24s8+xvfxqyApHHQoC6DQN6tf9dnVD7CcM6LkfiaG6BkIgcGbl3ZPnqyxFTYssPrdUvxijLMDRoV0oPm52WDBhygDZrCZPUYzFe+9tpWWZXjsRHo2qxUpYMKxhM+KSBiHi7VdYJgNQoKwNwvPaXBpYBEAK8qG4+stYeVCLMJ4Slk7OHJ2eP/OCZz5L+K/R5XEBwx70f+aj1YgCAxo8f3zV7JJEbuzW3kJ9bcJBwr2cPz71vB/4HCID6gATgv9dEHS1xq77+OssGvO3pDwD43nNf+v5WGQDq1bvp/3W3AMA+SDvn5ZoYsGfZAMfv3zdzrHRr5ercmYF7HqxVSoQjJ3LgeMnYOzj8jx0A8Ea0HQDwprY7AoA7+/0+Y6mAO9OB7Kib+KoOa/wd7JnZIwjouP6GDiXAo/7iM7bTArArkyBKAEC13qxu1vq4/q5DLwGAZfFwvhJAV+cT6HH9xU0Mg9f7miYkm45Mwd19y2AkH4AlBwjHBhaFRGzGAkEggK7O3l+qqurdLndibGwAwAMDJIWfbbNGCEG7GY9on/rUJ3/vuc+Xam7lltltx9p6MxaXFNnstDJqoNRsO3FWUyLo6vFgvGG0pKj2m7/yS59+7vPtah3NGgG4sk0SaNaO6jGGAaarxG5N6v6k07arIf7Ir6qd+3WPxvk2dtabB2Ch8emyJcbkqFMDAG+PW5uL/1C5e3tvrG0oxVqdUf8b3Wa0o/dS/0X5f589/eGfT+XG/+qZ/wyn8NeuASDAotqAI5QkdAE7WjZ7uh17rvh5dcuMJWtm5yeX6p7QeE8ZwFkh2P+hww9xItDnvwLn6hboDQtp4R5hKwh5D7cSGjhU7l5M23KWgoIq0fjPGVZMJaTWVksA3cfQkW2LKYVoSZmirRBKiKcdmGPxDIpLJ//h/3TqK9/KGypdviFkBgg/pIDKawC0JNQQD8CzaRCUV6AlOXAVbYP7dpDkk7/xK6e+9tf5taInUQBbmVcJQA2hbtf4snQZm2+ZPDRgGsytH0vHg0b71pYOwK4BsH+yxiaPRzDSv4/9H00AFBvLUBRQpjAmgxDS7Q61jcem93/t8pWQHENzq067URI4pEdf0DpR3WAlAexOJIZpml0SibEmr2ZzSzYMjQS2ZCoZRiCRoIGgqRsQJEEZGIiZEoBjVZxVtzjwAI6vtUXdnpfsO/RhzgsiwqI+PB+gv/cfz40eePqJHzzzWZvx31c+aGA/2v4+tLfJl0PlZysz5lvVZgQ53nlPyzAAjmqQu4T2CID2AQDMPNkASkCot1iWtRgTDtXdydDxh/fNHhvKZT/zB59rVWu5rZ4B6AcDXh8A4PH7yT5M/R4YwERC33biSdhKQXexewBOYwHnC3HsxhIBwVQ2MiD8jx0A8Ea0HQDwprZBAOB1+/2icTpQv0YBvqcaBRqbkGWENFfOAEBjE5Lscf15Ya4g7unsjb+hKYD+rj/s+l0W7Bc9fnhJPpYJy+Lhfw8XX3D94S0JYDR9NZgMBgCEgipbs1xhPAGe07AsavByAgWGDknib2fTspGDXV0gK4RalFKJQFECetcAZUqjtsPHqgI6TVJdB0hAUQNBLTmSDoTUrdXSZlcHwEt+ARbvt4wOUYNJWWVLzeaWLAfcbAAQIGYmM1J7Nc/GdErXSGUNIAujkaN6jJEHWEkiKmvzo2Hmr4scnkGuAADSo6PHzKcTyqcEt5htI9YATAkkeKYeyFjvFPTM/skEIa1qrZFIueW//TUo+d6cSSaUefzE+zE8cfa5r7JjvuA4zfws/KSXqbIJoeABcGWCxK3Oqlv3r1XnJ5I/uW766wq8QiUcCxW2mI/yjmdOuJUA7rufsi5IC7YQ6qJap0INAIDDdvifiuF/QQV1v4CC9uthCqzvTZbzK+wm2qeHAVxVWwAsQiRKab3aSg4RwJAJ9DaYQJBj8QyA3Gh69dbNdijhlgpoSYBw8Z/hSVTWYXZ5DQDrcMfuiOFJlFf5nSXGaNkDQW+hXkV6LDc+nL91212qhgVyoMWfDyyJx1A3Q+YAxwBcDpiw6H6IdkNqoGpT/zgMYL3JIGQA+rL/maJXJIZIHMUlBAKHWuGbtPIuVase33vmxXmlY9VVRVMiFGgYzagSZm0oGgZvEGbIAXQ7cSlcb5QAWOGIZFF0WlY4ogTDExNjK2sbDAMA8IoCRWtGA8FwzJTEMgAx5G+XASR7b0mGATxlAN4OA44dePoJVNYuP/cN/lMMEA/t7TTM2wKYXTHSTCtrMLuMiiM49P4OwYnc2L1PvT+ZG6vmVxee+xrb1OedQ/ShOR4WEIKQOvA+cXq8HC8piN1iYga5LwBgNnT84X0Hxxz/u1gfCAN8+ZCeoxpopOcg3ZleGMC6BOybPb5v5hh6YIDI0hT4QfYOHdJRZe1Yqbtv9vjS4PA/dgDAG9F2AMCb2nwA4Efy+0VjdKAHdqO8AgoM9/RGAdzyPsDzYHSkOZiqpsf1p64gj9F1dTbDGjqtXZkEAL/rL8n9vHbTu0j2sH26OiTJ0erpdf2TiRiAZqMtSWRsOO0uBdp6t7zZAJBO2dR2ywypAbaT1fXiWCbFVmt39GqtwcP/ACymENLmY8JOkBAAajCo80pH4lYJEwl6U6KgBAFVS9Tq0f33AxhZuH12SHGjpMEwgEhtqx4JqeGIoRtchASQ5YCTEHD6BohyQFNrDaTGFtTa0bUmCwESFsQVzAEDGIwB2BuoFwM4sX/iey9664BFDowYMqTFpcVs0iG9JHPjraWltiEz4rXj7/pY/sx4XzA7UcC85OW98Yf0aCW/cpE1CAMAHC53z6sNAG7fXy05ZQv+uKfsaGsI72xh6dJ/vzfeBwAI58u3dXU/J++dPWJXAy/Y/s0y904EWcPFbOJIYbMnUCpEWzMTzm4vZVOcFQ1czqb3F8ps5fed/Ee/9ydfb1VrAPbp4atpm9hQrwBg96GVGg4tv1bSVFCKzAQtvMLhUDyDrWJuz97VUoXr6jJw1dUxPImNZe6ID3PdVRBXgxUAZAWWyQ9dlnnjCxDo/BrOjWV23Tt5+vtneUSf1dg4Tr+icqEtXnzP7mUKEA4DGFVPVvh9LSswDBAkE4nq5qYWkOqWDADRODaW+ZqpMRSX+IRjDgboacobMqzQVhWRmDaW7pZLJRNRO2wfrfE640ajHCWBViTIWoNZhgnANLuJYKJuNE2zmzCJkyiQFDkZCBZrNa1W5/UAzRoAjyiQUwZg28NVYpcBEKdu2GOVNQAv+VlDMV9OgIX//93/8e8h1BP3u7t7MgAMTjBfn1lmApU1Ct472cnd9Tru1J7eNTu166n3V/Or+blzrGMA5W0BWC8OkfpPnaeE6OJv1zvMZ24mwV7NucW8e+h9fO31+dz9+n+JAOCHcLNYZMjZs2e0e1INYpGA0zuMpzhAhc29EQpZAcjuUiMBlUxNbBP+xw4AeCPaDgB4UxsDAD82v99nknR79x4AKK1w6Y/tzeH2OIp+EMQ9RS1O2M+xUBTtxq6heDIRv1VYT6ZTguvvjdPjTq6/U4Gghvq5/nIyFgmpakgNrG6UASQTsbauA0gmEvnXbB9OEl6loqi/aUBWcuMjq6tryVgUwCf/wZP/6v/8YwAWtSQl0G403M3ZCSoBmAYrS5AUxTKcqgOZc6MNXVYjJrVkSgE8ERu5kpS7bX11aQkAOq1INA0mDQQQiUzef9/yynp3qwKANQcwu+14u9ug3Wg0HU7GQiplckCPddPnkwSCHBCA6Srm1RoisekqmfdqdzrWJ21te//9YYATKut5fTpv8fls/Ciny084AIBrXwox/mQmxAR8GrT7yEqd7bOX5e+4/r2Wzo3fvnBei42wj0yGnJF/jhSqhL2JBUffQ9KFr6TBs3Q+LZW3Vu43I/fT/u9XURFIrINkvIjvPPOcO2rF5XPZOABHFNURROJwCBAFVURP6xKjQgGUs6HCLAR7JZv+jd/8p7/3H//ABQBqC1pqb7nN5QULpWvZoWgkHe0YebNkqWGaGMJWidaqREsiMYSt0q7xkbUObXe6nBxerwB2RzCji3qVh5m7HV4DAEDvoFEFKK8JZk3B0mNgxcEUyVgkqUXcO5raYrvEvsuofYqE3eN2yIDNd9h3xO4wID4KAImQe7OjhfWibhHAq/fftAWCXPY/AIrGFpo1DE/wCSCsRi3AbNc0JRJKatVuJ9To1mVKOy1NN1gq4ODNwgsjQVaaUlMQjES6bVuXhmH1YJgEwwCiJmnIdCgW2+x2OpVSwiBMFOgd6wYRIu5smvUBcNQ/xVN4pEfusy/Vx+EFiRXAB55+AsCpv/iasxpDCNthgN62AA6slRWkRilcYM99d1vH1nW17Ss/kRvb9dT7k7mx/NxCfu7cglpndDW78R8F3A64NmB2S4TFbADcW6B/HhIMTsNdl8JzB9kL+kfx/aH3Pv2/PIjC/9Xb5k7hYAAAmYne2oBeGDCUy2Zy4/tmjhfzhe+e+qJvV3YKQNiHrOwpNRNQ984eW4a3rM5rO97/G9J2AMCb2j7+8M/cWt24Ife8LX5cRgiIdPuBB1BeRWaiN9zPjQX4mb+rJdy2Wb2tuOAJ/ye1yK9/9GdPffGb1XoToNVN1sDL9ga2cfQHhf/ZtIMBgF0jqVK1lhnOACislSxqKYEAj3QqAc8Z6W2+k0DATbd6Ttb+oHcAhEIhvdNWZCk7PLRarFjUMjttE0xcyOQ6QizYCYDIEqGWRXlihBAYXUgyCIlZpCkBLJA/PrL+yo0OlZgWEICm0YroXVYMIJu6aZjdTluOxCMmap0tBFTZogCiSqRj1pJhrdhsMQWSbd5Mx6rkbJISoQYA9un2mo8n4L7CmTlxsn69M+ezcRb7P6fWptxCWLqg1n2h/VRubOvGK5sUj9QCsPUufSYK/wNwGgBfVBuxsaGfe+c7zz73VUf8Rzgdpsq3vJhNOG73UUEL1RNaKy4BmM/GfZ0NtgEADsepryLQO04+fevShpMEOGc3HXMgDZP/Z0vd3kleZ+tiNuWOgJ3f2F/uXE4H2d6e/vDP/+m3vlVbLaJe3aeOO8SMa9kh5zj36uGLmTAIOrIUpERvlCk7Zb0NYFfu3lsr6wCQGOZJKsAtAgYQECSt1BC7BVzzeTeUgpDcWObW8iplDj1L97Hbk/n0jPDD3l+SzHvwwb79LUPcXf9rU5IkQixJAWzaj8loeMIEM8b+F93cyhqAYKcTNQBqWcCUHltQa4ncWO5afSFJ6o2SRgKIxOuN0lvWOxdGeVPbhqrcs/v+WzfzUFSp0zapKYc0pgUUNUndaGpKpG40JVOPaJGuIeldHZ2WFh0COCw5ViXz6tYxPS7eWQwGtMx2WA6x4XTj+v1cf9FE8VCH/c92/WLSQj/lUOFnQ29TMGfQUVzya/kLnb9YeoqK6wsr7Jo9mnvq/dX86uf+7AsHX93guSy+puupOx8BMUZgW3GJsvZ/NvTtexp2JsHr9HsUP6nvOB3rE3r3nrJzGMxuZDO7C0XfrganT72THu6+s3OXcUQACprJZR878UEAL58+01sY0BcAtHNxpjQ6yHYAwBvSdgDAm91+4/GPVOvNv2EYIN3efT8oUF7zpgKo7frbnj0Ay3Sb4DrEAAEDKLKsRYLtdmdsJLO6tm6YlkHk1xHjH+T6A7zqlzk0I6lkLHqrsAEAqlqvNw2nbhhAwGWJAHCpSoAbtWFRJ9gkBN991mlBkp1vDIVCyVg0pEjVUsmgNDOWzedv8TNyxocgFAq3Wy03lMPefQRBohjUAiApcjYR3lhZ66hRABETTVEQpVUjajBh0a1AEIDZ3IIgDCopsmTqyaHxdrUO72tmqoqFJAbZdNUTm+w1loZ21ukjjG1LebgVsemeq7FendJjbq9Qtj4n1dBONBgxqdHWG91mNBBh6zubcuUfkMvZFOsKLB4qAXnXyV8+e+qrlbpEeHtgwkJu7JhtraGqqMjp3Qn/ey4tAaCC/ilri5ZqGa+mwj+51VPn2tMKDcKVMq9uhZLaJ3/1YywJcM5uOuY0IHMlgLTkkbLh61fK3J0L2aRz8BwCacn9ZR2gl9UWtOSD5c6e2envFl4t23qC+/QwistXs+m9evia2mKyqvv08ILWNSWihBOEUkMi1B7kmcdn8lev5K9fI1qStwlj/B8A1Q0ASI0wqjE7fu/wg7suatBGBXTmkaMvzJ/v6Lr7euIwmICyJIC9OZPkAkAkyAqvlWeKWyDumtRJCHiVqSRJIkQNKGPDQ68V1ixKB8IAxhECMDzBJlJdKiVGjl+51oVEU6O0sgbgyNPvBbDw3F/+9UhAiw6xgmAtOkSBhtEEEFXCraBMja5VqxA1YklEYqU4Nm3vsXrou4EKgHsOHixcv9a1KLtDnZpgAHWZ2jXBfCAIgMoao/e8lKSi1/6iukkGNAfoxQYs/H/FZv+jsjZIOdTenBAMhBZiAkqcw5g27kxP/N4J8NNkbmzXzFFWFZA/fa6Sd7UlqPgY8YiHerIBl1glT73KAIC9/nLfbEAvIBGUgvxR/DvCADGr6SQlXslmHtBDThID2yYBeubbz9jMRJ+tissUuJEd2s2EiYpL+2aPPzhzvJgvXD19pihIhcJ9RQGycqxkECA6++CAo+C2AwDekLYDAN7sJpYB/A0iAUIAcvv++wAnrsblejz9OINCbZ8Y/pdkhQDA5FiGMXAMo2tRahHZVez5UVx/waGfOXpg9uiB333uv7V1PaRp1VrTLQIGuMQhMIBU6TXm0Fgm1zJnZ83mWyaCEc97hFKAhmAlY9GQGgDQ1rvVWqPd0REIoNNmYVElELCMrpsK4BuCEBIzSUPmJb+ZaIyJAnkwwFbZUgPB5FC3rUdqW7WQCkC2KIJhs9tGVw8EQxO5XbXVstHWPWfWrE3pMY4Bmt72Sbb1qoIKH13Xv29NMO1pC2BXCMTm1RoY48XeA0QAAEBLHSrrS3vjlfxKL9WHsfwdFSA39s8KZItLF7Oppz/88wCcBsAXBOH/84LgD3e7haa/vitgvkfdn1tx6WYqMggA+EqB+ekLpc9MEvTW3MI5tcbYUBSUNSDj7o7DWPBqpXMhIAcI1asH1Czr/wUAmQlXOyUzub43ubVaMtodNqRsC4cFRIF9hZIhkVfH0l2JQEu1IkG5o1sSQa3KAADPAPAwv4+xYv91YuqpUSEhEPQlBCRqUoBaDqXHHk9C+N54H26SDKvtdgdAMp0G2B3NvaNisWgYVh8qoA8DAJIsg1qqqrZN9PH+e1VBm1uIxIOmFepaUnOLRmJHq7xf3k9PTc0Vrm/mV4/o2l9rvLMvgmHmvkdNNGQAGJJRbNQQCBOjyzFApwVAUyK8v1gkplidOtVTQ+PFWs3RAuorDXS8Ss7YTQBeGg09vNYWO/W6PB+fBFCP98/C/wOE/3vMXoGIlRJeE9N9fgwAQdELnqa/Lo4tLgFI5MZyPTCgL4PI/RZ7b5cE9VuP9cMAfFdeNELcnZNBRCDHRBjw3VNfohAFi/BKOgTggbJXxmqwfuggAGB/mYcUdJ3V7dSrux1lUiCjWftmjmdyWV8qwAsAuvtmj2/P/8EOAHiD2g4AeLNbXyGgvykkQABIt3O7AEAJcPWPzATKq0gLr5lWk0W3Wbltu9UGMDacdhk47TZgYwNRsedHcP1njh4AMHv0wKkvfrNab1RrrJOoZdP6CYKitGXvw9k7RxQrdBoMA66yJyt8DAkYwA120hDMUFANqYFP/oMnf/+/fWm1WBF3JUlkJDO0urbB1nZTAYBMJAAWoYQQBwMAiNS2mmrAlAgIQlqcWlanUZctagZD7LilTts0u7IcCCQSmVistmrLQTZr7Gyn9BiprFGASQOhsnZuNMK6As8n+boOBhhUDACvT8DMkb9M1Vv32fqhPZV8lNoSIuAAgAJ4qFClwLET7/vTC1drqyUAfat++9jdNQBmB33ElvhcUGtHC5tOZZ77HgVgY5hjtoyPaK9GcFNp/eSr3PPuPRxfHkBUR2XVwN9+5jm+qiOKOqhrUmaCsiYAWgqgB1lTMwB2YwS28uVser8eZp7Qy9mhdG68Va21qjWnBgDA3nKbyQEx26uHruqrkpZsBORdVuSm0kI0qRDpIx/8ya99/a/WSvZVmhhGcRmBIAAkR1BcgqICQGoElXUuEGSzaDxKTYqKTlOSCHXuBtf1t9trEAIgmYgfefABNGu3Kg0AJz747t//b18CAEl+z2PHv/7dMyE1AMtc3SixlVfXS4CQSxT3zMbPaecHr/ff3OI/d3PLhb7NGqKxgEk13agZTUaZc8Lz7WggGQi2q3XarDViGgDG7QHwlnrwQlJiBcF6PKK3moQoADQlsiVb6HaYJEA8mECz1lDlTGak2u1YhhmpbHItIK/3X5MtPuGIAtk1yg9XJefS5BhAIPrzcmGvc++G/7f3/r1L+2gBucPq+Uu9M2k/x516t3JW2DV7NDczBaCaXz136qs+Rx/Og0UsERYa7oqZAde8DCLP4fVWKgO9kkR9zSkM+MKzn+YrZyYJcENtP1AoOse8PZufGfF/6gn92w8i1utX9P7d4zk0xlIBf/Sds7u2WIcTvu/pKiUAmZqIJnsaMnptBwC8IW0HALzZbZtWANV6EwBHAr6H/DZXjY/u0v/tQG7vuhegqLp6gjNT+5GZAOjLiwvh9DCA1du3LTUSiYZcBo7PfWfKHqEI2k3ec/dHiPoD+N0/+gvX9ZfFqL9IGBl02gBh9QzCEAQjILZ0oNjfQA259c2+/AAAytMjITXAEgJtvbtaqkBRHWgRCoc7rZbn/qUUlklkRTNJXaEsQ6AZpCnD7LZli6LTMsMRJRienBhbXlnvGgaAmElqVpuVKcuBkKTIsiL/gz0HvrCwCKZjWK2QSBzA1FoTALFdNyH1TwDqgwHb5EV8xsL/vpbA7O07r9acGgAAR3TN4bvXuw2NCfgUl5fetp918AXAVIAG9fr1WUPG2PBQIKRW8qsPlbsEOK/WoaWOlLui8D/7yfkZie0zvbqfBNxZOSvUADB7NYKbgc707VJKt3+vnt5nPuLQdMHuOJuZZJKgt+YWnBoAroiKAXLpmYkLav1QocqmL6qNQ3ZPNApczqbY9H49fCUdZDQeDgCWbu9Tx6+qrb2sc1Bm0gcArqvtrkQCWxVzck/qtVfrQaWmyr/48RN+AMAweb2K5AhXAmW9wCrr7EzJPXuxYQMDAMkR6C1QKkkEYN3zKAB0OwgE+Y3TqiEUTcZjv/6RDwHIr6znV9ZvraznVzbcgTZNexgIF+ACLMOQJDI2PNTWu6vrJQ4DWDExtbhT1dVBENJiY8ND+eVVAJADqKy53QnkAEwDmQlU12AYk+pQpbWhdk0KHNVjnJ0ViQFIjEQ7OmFdNRCJUaBuNDVb1vPQWv0HI8FoNK1YnQbtWpEEUwSyQGmzJssBKxiSOm0AJBjWTNIKy2Ox0HJhw9ECcr6ORGIAcfISDAPUZAudFgMDLgYYoP8jrhPPje5/+okXfv23+PneKfAvNgXb5mb3e/PuTEeoivNh3Jk8au59JhaXKJATYMBNlg3oxQAAdWnxPTF7HwyorFHT8CcTnG0zE2Lg3zmSfifosUwuu3fmWCaXFRk44prUjt8z8z1bfNYDA3q+XIA6/KPXbmUTYcX8xMc/UswXvvvclwj7LlmZLnXvmz1ahL9JcK/tAIA3pO0AgDe73U0zYJYQAHBD+bHmBCgA3L53wvr2HwP4g2d/53YikjfU/OrGwosvdtRomxJU1qElOZ9bnHDcd+YQv27Xn4BgZmo/ANv1/wJ3/ZsCJQmAGup5wfUl/xC3TQGzcNSjPrdVgqxAVhCKuPMdvhPLD7AR6XQACstCMOTAgF9430+efuEshwHUFR6VFMXqdv2xNkJArXRII5YZ3qhsxqJNo8Waf8VM8IJgRTYNk2EAHuaPxADETNIKyrKpJ7Rku7DSUGUAmm4C3L9x2A7TVefMOcX/bJIfhkNNvqP536m98v+21bsNLRD1Pa0oaDgZCye18kWuYdWg3YdXeN7jcjbN1xusAsTC/3terYB78MuMZbKQTbLGw8R+m4pn5DblEdoDwz5y0ZVn9mqwezNkTbdCKZ36yE6+j32HhckBffuZ51jTMUeH1EeWWMwmDzOnH4zhw2sAGNmJApeyKZb6cIdRSwJ4sNxZvjcCoLZaBLBPD7Ntr2aH9unhq7rLrWJei0kICJRYJnb7ZiEZHh0bA7B666bYJ4F3AmY1AOL8epWTalIj9PY1oiUhyY6fHQoG23rHvYwd8U0tiVb95EefBDB3u3prdSO/sg7YYv8gntbCatC9xew7yOh2FVniMKBUBQDT5Odj5+WkUFgNKBalugU0a+i03L7akRhSY8xtGml0yip51+3NDiQnlXFuNHJ0rQngyr6RT/7qx+Z+/f+3OBo9omsLar1OdacgmE8YzahutCJBOaolAsFicV3TjU2ZkkhM6rQticiBEFMEMls1VSapsFZstt5+m6fjIJz5/Gj42Frr7GgYwHE9cUbdtMsAtpxuAC+qmwBEKr9P/4cA+59+ApU1zv6/64bB9kUxEPCzJgC9dbHUU1brBPuF2gAh4+e65sUleGHAPMsGeMhv/fbm89TZ+pU1mIKyEKf9eI4K8DPruPURG/WeOMAEeRgM+GuvJg+1Iwh+DIA+MKAfF4j2RNp6LDPp5AtuqG1oybfE0489/SSA7z73pVK+MH1jCYC0E/5/E9sOAHiz290AAMc4NejHDQNu5b/97B98fu7cpdPnLoMAmzb/ZHgSG0veiQm7FE8IctxN+J+Zy+DHzNR+1/Wv2767GgKA8qq3NanwBO5LchFdf7M7sP+U715zQmC+sgdmjji6/ceTDdhq8kICSYKkoNvxvAwsCokoRIkbfPtPnFn61/tDZjjCmn9FTLSDsqzIgYZes9qMaS1b1AqGAKDbUSRpIrdr6dWb0Xa3oSqM5OBYqtasxCLwlv865jQMFqsCBplz0A7pRXT9eZ9d4IgeW1RrFDiiaxT0vFqvJ1KaSSmgR4OJgMokLJ1qv769fg/qEZf9D1xUG/HdD/zyP3j//HNfreRXbb+KCf4kp3SNKf/ArkAQckAA+Ht6PhtnrQz4ufdI+jCrKNa8Zr5rqX723iF2nCIAmC7U+Ej4+xP55YD+4nvfOcqp/54o6WJaYVz/w3r0fDqAeuUhXaPAxbRC61W3HZizc5sBtb9QZkxlHwBgrQBo3Q7q93RVswjZ3Q1fGIkEq+XE2BCAtVLF7ZXW1fk4BVQYOo/0+2BAchjVDcgK2g3Eh9SAKknE9f4Z9c4pYNBbGLn3xKP7Tn3leRACReWkQeYGuyUElN/CYhcRALyTBlUIJseGwVqF1BoAYJocAARUsHoAvS0RGKYFgGOATot7vc0tROIypfFKhQKIxJyoPIBzau3oWnPXz7zn+cL1+1541WWsjXJ4zwqCAdDmFlP9z8Rim91Ou1yMm6QRi5nNLdYQgHn/6LRopyWnh8cT4aWbr8UcLSA7D3BsrYXU6Ly6dWythdQYE+Q5Mxpi9QBIjbLb80V1k9jxfvFHdPR/ErnR/Uz7PxLrIyEKvKhuPmLvs3dp/ySADRioaStB+TV/PBjAfX6J3Dav8+1gAAC52anczFEA1fzqq3Y2QEih9tmbuCsu05wadbT/MQgA9By8ayJ/qccoaCY3MZQbZwyc4q3Cyz2aPAy99HHxvXmGfuyfOxt14hdChOWxp5/MJORSvnDv2VsdWKWd8P+b2HYAwI69PgzA7MeLBG7d/Pb/51f+5a3VjfzKRn51A5TeTkQQT/LFW5WBWzIYwLIEENyU3gmP639g9uh++Fx/CMF+BjYI4Q7ZIGY7IW7vAjDXP+VfB+h5QfhCTgB6OELMiWEcIQqEwmhz8Z/crnva9VpIDXAPptth3lUoqLabTQBElmFZ1LIAKESKmxKAptlONfX1sBtqjZhoBYiiBjrVkqR3zXiKnaFTDHDP7vu75dJqeRNAzAYAfeWAeh39+SRFs9bbKKDvuMynJTYxXTbn03wEnEJbR4xvIZs4UqhS4HycOjHs2O4HAiG1nF/xVP0GbLhiu48HChV2iJeyqUOuChB518lfruRXzn3lvD0Hi+mAzfs3HPEfUfQTQgJoPi0xV945/7PqVt8aABcApOXpvsMitgMTBsdZ+o6TT//+n3xj/zr3DKgAAESh9EW1xi7Ch8pdXgQMHCp3LzqNjetVZ+dODQCAPU990BEC2quHr9m9wCioM4x79dA1fZXdUKZEdEUy40OSaY1mkpSQ1Vs3+VewGgBmw5N06Rph94Uku+XjioJOGwD0NvQ2IYTEkpSCE9dkW9cLAEiCdJOxaG7/wdPnLqNYgKIAQHqcb+5YMOS/STnPnPBTaTdZdJjBAJcR5GiVMjN0iRCqBKje4eglEhd1QokckLs6F+SxawBE87CAgCO69l2tRQFNiTRk/sbVTEKBhtGczA4XV9baVIrqRoN2EU8TIGqSrc6mZBgaUbdCCjG7I9FY0fRrAbEJNGskEq8ZjZhush5h8Mr+EJDeNsB21zAgNerT/u/FAC/alKG+8KAPABDTBf1UetxQfWWNNwrwRet7agPcRXC5/rnZqftmjgKo5FfnT30VPR0G+Fa9vB1ZcbsWwO/K014AwI6w59Z2dn49O7RHD4nxexGNZHJZAD41Ho95uEn2cNqHzeWDOH1/O+ubGvBsJQcyuez7H3rw8RM/8x/+2f/3juF/7ACAN67tAIAd+2EAgGN/IzkBx6j4CMXte7LOu/ye2wUAt5NhZCZRWedZZt/E8CTKa7AMh6s9M7W/v+vfG+wvFYD+9Zqel50DACLagFPwPY8HJAHYf52mcCT2UqdUQHipJWPRpBYBsOvee06/MG93RVWgtwkIIVAkuWsYlFJCSNKUKWjL7HQCMkBiluToAsW7nU2JoNshoRgAs9uGachERjBMJGJ1O8OqWjT5oHBvo595MIArDzKARiy4/s70dNkE4JD+fXG4Bd4KNHperYtLU7nxQq0b7hgYYEwFyCf+w2LhP/22t99/cPTff/ZLB7ZUAOfTAbhVv7zpLwQowk/K/juvbkFLpuqt+3WhOnwwE/e/R7betW5SJ1nUpyTRs614ocynpVBSCyrG/dca59KypwYAWFTrFDhSqCIzuajWDhc2nTrgQ4Uqm76oNg4WKshMsEFwAQBwRW0BePJtj3238Gr54mVoSa7+CRCRLFSv7tVD19Q2mz6gjr6sdmJb9c1ELPHAA5SgUGui20W9gsQw71PhhPkB6G2EoojEoASgt91bmxDUKpBloqiUUj9xDgAI65+9utXkkl/wdOoAgCBzwSn/iRgnxWkTJpqtLyxRU5Hl7Ggmv7TKFzllwQZLX1Bi6FRWwdJitvcvSQqMLum0fqIeOZe0oTur0LXBQFsxklqyXa27zrrRjCqRht0euK4qb62Hzqv1Bu0OpdKR7Phrly9qUFlaQGNFw52WFY7IFqWdlhzVpKjG2gOjRwsInZamRAhIvzIAJ3pBfJqeYhnAW575xSvPfWMrv8aE/+HlCzF70WYN9cUAbiawH1NIjNyDXbeM4VNZA0BNwxbMcZ9xTgZsQDaAAnCC97nZow4MePX0vK82wNmKiNkAf/EAAI/2QD/NH5eeJJ47R8v1yh6nBtdtA8y3IsBPn/zHf33qiyIGsK9Xwfg5eua9orYBPKDzDg9sTHqfxXf05PgmcmB3qfHf6MV/8fgvduFXxOprOwDgjWo7AGDHfiQAwOxvqkig1zw1rwBw+17hiblV4tM+dj4w8+53zU7tB/A7/+nUJgQVf5/rTxw+DwGYSg/71Pu8JYD9VrubPsdAnxeK56T6ZQbYUrFcuNW0UwH3tutbdn1wVXxhEcsghKjUNNq6GeTvJM0kNZk1TiKyLXhiNreUgGpKUjCqmYZpNeomNUkoClYcrFBCCKVUosSHAY5WcS7pPz8GA85yQgJTCMHZtATLOlb1DINb+erzsJ03tM0AZmH4/z97fx7lxnmficLPW1UobAV0oTf0RhKSKEqkSHaT1BJLckhl8ZbxljhzT5LroZLJjJPcZJLMmXMyd77vHEl/fD4z98uXG4/nTjK5mRsyucnMTTzxFm/JzLjl2LItkexuLlqohaDY7G70AlQDha1QVe/3x/vWW28BaJKSZYtj4XdssVCoKhQKaNTv+f2e3/PQYAaA3/htC8DjP/mwEP+5Fa9fIOwIESDHxX/sw+WOyP5nyxxLLOk2mwGQbX1lKtg5vXp0pUr6VQSDXIfIWf5/S1XvbJI7aCasEfaFl8EYcWRIwDAB/OY/+/h/+Pd/0nI1AGwMQJJC7/YuPT81xCSSwMYAbjAEDAC4t9xe32cKKwDBEeJJP1suty4PJ1hDYN/Klj++6xWt4SnEHB95z/vfc/rP/5IYOdr1h8K8wMprSKThu7xF1qiBEMSTzCJDIYTWLL++TYZGkQyAtELgAwQTI7mEHlvbslpOh/9ps07d1ioAGCafs498Pl0JkozCCShFk1kLQyOUMYKKy2uRsWDGKlQ1vlPK4GPNWgz1qtlyCUBTmSNXQvb/Qj6FgJnD3Bs+9clPgxmEmQgHgutbBtHZyRwq1c/n0wASZma7acdVo67y7N/zOkPxobpKvUY16yn1jKFoqqKp7va2oaXk7N+o2baushFhAhxzsoxNF7oaAw9Y5Dl9+8FSu68NsJbQf/VXfo6bf1VKAHbU/r+RLQARuwN9mEJdlXuAQo1RALnxiC1AjzVYt9oVx8ZU3gC8G3DkTg4DVs+e/jLQx2Ic0W5AHzlRUDGRHF0fnICI4G+fSeXe7SS7f+KjcwKPnvwQgM2rKwAEF6hvKi8DjFf1FgzzrnIId0kAZrp2f6MAALd86x8AgB/WGACAQbwFAEDE97chsFNEf3Wv7dkN8F+7XVevAeTqlaef+v0/ml968enlKsprACSKvyjpCqJwEIlUv/FfGkIFgA8k4AYYQPxE03BF9KSBKAbo3aZPK4D/k9BjEyMmgFALhVI0alAIUVQCTE1Mrm5s+VIzJbivEdVps8lgVY396sc+8sd/82XP9Tq+n1ESNZUSQAFhiqKU0qyr2G4j08N2ACLOAMcs8praAGglkyKC0RSMLDPnYJH9H+FZbHiZKLAoCf6w9dGcnr+ReqcxMzkixH8A1ON6SP4JohcPEMBWyeTYsJbQK8W1w+XOed0GCAxzruxKm3G9vAXJ9zcyC7K5zNfsiAGCzUenAVTiiqWTO2oeEJ3zi+Yo5wIrsa4p4SMr1T0f+6mvr7x85zMvgScu4dWA1CQB0zICDjkGBb2g1wEcdNJ0c/nSVI55gbH8fr+TfEFv3ruyxYqv6/tyY89cfGlqmH8otgXDDKv+XQx+NiqgN4ltpe/e++Gf+PH/+J8+00FHzY77vYMhjRqtbpLsKFIZgMK24LShatATSiI5Pjq8VrzChwEkbRlWyH/iEz//Hz7z5bUti68RiH1rlbsBQPz10bD8H4keTgS7bI0qGrXC/vvQbvA/HyYS6rTgdbhJn9uBGkNMh6JA1dCooeNkfVVJGiyVnys1FoPxXzEQvOfE3J4Tc08L5VZgMZ+adQxUSoFBWI1NBh9yjG8bLQC79t55fXXddz20m4bj2roGgC2QeBKA4RHRWBC+HBxOpDJ2fetH1z2m0EWAs/nk/c4QAodgBBpBpN8YQGoi97M/9hPP/+9/xi/cG9D/iTzLP/UbmYJBqtxzEo40ARyScHrmbmmXsI9I3MNdwtkADgNee3rhtflzFH2QdrfKcNANiPYW0PO7DPT0p7Cz2GgvgAHw6MkPsbHgF58+s1lc6Q8AwrMir+qtu1Y2xe+MfCgC0IAUdCtpnAAAR7ac/0gXcGu3/kH2/0McAwAwiLcSAIh4e5BAdxAA1wp7njj50adOf3ZX8fVrZhJjM91jxH1S/3S/X+Ug7w9/swkANGuwLYztutnJdPcuoktS+b9Vj1IaxCa9rQAAFPHkhBEPpwIQ8Bx8H4kkAYnH9ZFM5vrGJjvlkezQ1rYFStFx4HuM8APAd9u78yNrtVbb6aggfvDq45nshrXFhgqySpK99TmLLpqcfwzgqJORVYBytQYAayiDYByWTQZTgKECGnB+5PvrYjAAYKswvO5bGlsJUFtF2uPqPc3la11X+Wa6n8TwKIBcYfJHs6NX5hcIsKTXZ1csOZVnqcxioLnZAwD4vwv9BH/k6KvwEwYfI87I9mfCSizy9jeXKUsrP/ZTS7/7H7eLq5SfLf/5FuqosCvRQRQqUnn2+EDZeV5v8A7ASlmuvK7vy4UdgGB/pgd6eWqEP3QSjPBAgH3l9mW96RNy357x/Yf2/9+f+WIsOdTSFQDIBkqgAFQN2xtQNADwXaRNtOqMwBMjGB4dKbUpmjZadW4dkB1GtYKMCS0GouxJ0NKW1dINTsWRrG/BGSAEJGi2hNk/ucngZHkNlIJSmOOg/sn3v/vp75zlfQbG6yOA54JSkkxTx0HKYF911acAMo5nU8eQpnIh2YGdMCcW9Np2cW3OySzqtblSA7n8ol6bLdUX8+m6rqYdj5ftA+JQI66omprtOOu16lB8CI3qtkpVNcbHBtpNtJujueFt30tblYMbHslNoFJazLgYneZwIj1y1CLn9CpJZVnDTeAwBgOEV0DI4amUAPzIkx9fnj+/PL8EsLnhnrg1UzDZfaxvSL9xXeScYOXO0wJBMn09Qs3f2QfgDqkb8KokGAoEwkSRswIC1NH35boAQC/JvvtNRQlItIt9BHzkiV8B8OLTZ3rHgvtG+F3ugQHiXd/KQQBAjd231Zo6cXjA/xnEAAAM4vsCAETcDkjg9Gf/6ORHf+XaHQV+T+T3M6l2uHmdp03dVf+ekr/8VLMWPkr2MceNRvePdvdKXuZvABS+D1AkM+EGTO3U95BIh8PB0rHYVEBE4hDM/dQDqELI7unJ62vrHacDUE7RDt6gqsUBeKCEYM/MVPEazwIzAc2Auk4ipjlQKaVsqphfjAa/AkcknZwuQwCmEMrO8pxJoagy54fdbhclw11I3QAWUhWfUkBL6NmJkaZlM+UfxvLvutahFpBhHiw7F/UGgEOBGE5m710/8+DRc6e+AumjJZvLS1PmbCD8z0x/ITGUIuV/4NwwF1Dv9v0NgtXyZXezvhvIikB8hhjdMwAAPTeshq7An/mbrqxlUbfFDACAw45BmRcYq/0HEkD3OSkKCAAAYL+TpJvLL06NAHS4MLV18fkI7x+AYAFFGwL3OEkE5IfMxCgAe23T1lW1alHDdEfzqKyjI3FOGjatbhJznGf5hKBVVzwXMd2Pp9C0GWCgtkWm96K6xXWExmf2JOjV66sACTG2XONvN8GkirpbcD0+xF2xcY1JkfI/N0pPvu9RjgGaLTgtuG3E4swfgyeBrgNNT8bSze2SlkgLKg4k9n+vHVg4JSz5iNm6CuBhO7FkKkLIv4H21Pjw8soGgLTjMvUtW6UE8BpVAEPxoaZXoz59Vz2zpNsA5pzMN42G4Xh2xoA0G8De/DEruAqV0hlmAlApPZdPPOCYJMjps0cOHwj0f+TmQHjV3oAp2M3Ff8MSe/dKSGm35BAczN1GwEO04t5bnhecojtPHI3AgGtBm5RNHURePXiJ0RkqYxL0zgdTEj3/njcYLEt9DBI9cwStALwRGADxuURgQPDv5nXwceG4gATyQ1G7KaOdn7vrVsZ/MQAAP9QxAACDAL7PGAA/yCGBmwQBIdfuvJM92HWlyMeIN3ukRdnG3YvRG9zGNQAwzFvL/qN3jd4mgCwo5AfV06TRx1RY3q+fQFCEzwBAUeC5hCAej49kMtfXN/jOngs1FhyIZOx6LRHT4klNj41kMtdXrjPNUA8UlMLrJIyM03bYLwaDAXVJAsXWiOErkTMEjlghhDo3rML3jljy6Xen/vxQQtJHSv3Z/2MJva6SkYzBqf/hPpZYOFD1w7Q+eJ5nQqPTZPP6jz/xj8+d/rJlq2Kz84Hgz5xjsDWB6W8fpX8OAKLevb3BuPs7woOA2d+9Qc8MACTS1EcOHxoqTJw/9dVIXjI6LUqVkhVAmGbJRU06Oi0DgJDYY1eGC1OsA0Bt656q95Jc9Q9mf/fpE7IHggAABHRj0wLgKmSuWMqM3rGk2+yj942haqcGRUXHgaJCizH2v6IQSkVip6Bu8WtLAHMMGytQyMn3Hy8cmnvq//tp/oqqhuHJ8INtN8JPho3riP6A/OHLeqAiR11/nafjqSxA4VNQ/4nHP1pcXT/9F38Fp414UuBkoum0VUc8SShU6vvtVjY9wnP9Rs3WVcPxhCQoO2w6GyOpjL1WFnl/BC04HgWQysxeWVvKpw47Bq2Uvj2u77rvvsbK6laljHiSZf8AB/8knqTVspo2FE01DXNzc100EBBwhPj2AICMx78zxyyc1av3l1pCHvS5fOKBUpuxfbKF/IHH3/Pp3z8tdhQwgNxa4V/aoA/7qitopYTcePiwe0ESApIZQaB93MF2ng/uAhJ3njia2zORK0xWljcqxbVXlwI2UY/yTwhOAlwRnlhYZe8GMJE32LscIQVRwR5k0cUI2uGokRC/qJIkEQXw6nASwF1lfr94dTgJ27orrD4QsrkMNXZgqzV9y+V/DADAD3UMAMAggO8/ABBxOzQEAIAQEOXanXcChE8FiFqwsHftLfl3xcY1sGnavtOckYim/iEWoEA09U9I5J8ubVA2NNmHBRR5iZu0AkB2z0y+vrzqsyYDS3F8D4oGUNXzU1qy6bc0PQagQ1UAaDdTTqeWjJOYTkB0eG2no8QShkdaXtvTdQAIpooNl5+GLBh6xMLCcGQeYM6iNBjwRUjvCVN/OWwVaY8CaMSUmel8p+XI2X+E5W9bUcGfFDavX5zKHZKE8H/rX/2zK5/5m89ffo0V+5ei4j+QS8ebywhmAPpgweAu3uv7y+OGw76B/H+fZ5mVWAQA6NWjK1U6Os3I5d948pRIcRanhsDsETaXl6bMw47BKAHnp4bYDAA2rzMvMJbuXJrKAeGMLw/DBDBSmNy6+DwAGlX8DAEAAOAeJ4HN64IUBNvK7N27VW+qJO6oyi9966W/PTC910mc02usaVBJ6ZQR92sV2mmRWAKGGWT/QTLDLqqqYrsMApjjAGBt5EfM973vJ09/5e9BgPIaQDAyCQQNMbZb76R+CAN2TkcFYgTl87LUP374nhN7cvPnLj39zLMYnUatDACxONwOtBhjzSlqLKOl6mwM121wjzwAjepcTVvMp+ZKDRLYgX3jN//NQj7FiEAIBoJr9a0M0ZHK1OpbBtFnnfSSbh8u1c/n041UfGp8eHO1pKkGn/H1SNVvIhZX2i2PelrCGMlktjttMfoi5vK75EHZ7hlPEcwfsSB6Dg9Yyq4Th2dOzH7nyT/jM8GN2gNRndD+Wl79scHNAADX/OkA3SSZYJl2rZGK/VTmvPFnAfTpBkShb7BBrjB558f+Qa4wCdYQmF8oF1cRrcp3w+ZeY4F+HsNydJ0/EVv29PRk3s6bgAFhBOMQr+ptCuwNMv5X9TYMM8ADwUdTKe3eqt16+R8DAPBDHQMAMAjgBwgARNwWSIAQEPXaXXcBBFur4b1rdObm2T+LzetcPbDPDEBP1V+sFkty6g8plWHPUqBZC31SQ1ej6F5sdTyJNscDhT27GMd6p1YAQKZGR66vrvD35btQVO6MQ4jabhOFqJpKkunYxmZDj7Hjp2rVWkInihLXVBqLu44LwGCORUTpLf+HoahgWX7H6115A8q+rYJR9inAHH87LWdtY6unP3CTEInhyQ/9xF8/e662Vpa58iRM/SObE4Bpbh6N+ABEspyzN+4DbF6XKf69zyI6A4DIhLRUogvFkaZ/9MnHr84vFucXxciEbO57uOyeD2DVoXLnAhuktq2DTppbAUg+AJEwzJHC5BZLiezKPU7iJanqL2f89wiXALsCoBGPG6lYo1pLJIcPlFvXdf8uJ65CWdBrtbjmqQqcFs3kQBS06uyrq2ixsZFcqeUBhGf/CkG1AiPXlUNOjJjvffSB05//r/zC2xaGJyICoIl08IcmcX7Chd4/W87F4I/WXweAsRlQikoJvn/yvY8UV9effm2DS4q5DgASS1DXgRpDp03SQyqlaY+gUauqftZTSCpj17cAPNoZAcBI/4WPvvfrKy/f+d3XACzkU3OlEKsv5lOsXVCjTiY9QiGzg6rtbIrG4ommZ6s0XauRVNZWqdeoqmqMOQQD0BI6kwQVEkBzV0qL+RTTIAIz1DMp8weAlPqzhabXSqpcHOyn5+YYAGDZ+XOMKQRAkgnq1v28YWeg1xkwslcuH5Hkj7pr9Unf2e8gZ/ZTdBf7ww3CfSWcEB5celHz/vvvOnFEIIHnTn1Zegn07EtptPkA3AgG9P5lRU+sZ8PgUKOFqXsD2+A3BQOmu6UFugoQlXUC7N2q2+jce+L+Wz/wAAD8EMcAAAwCeDsAgIi3HwkwGLD3bgBcW5DFTcU9xQxAnyHg7nJPFAv0pP595M8pWg34XiiMKDZwWtATkk1Yik8ORGNixAxFQmUMQH1CfUJIzOvQdsshCvcdY3duzwVAtJjhESepEUVp1aqcC9RpqT71FEL0OCFk9/TktWurkGqQdZWmPZ7BUSmPs2MqK/ALhECBekztTd9FTs9Sf/GWWPZ/fXWjV/L/xjCgq3KfK0zU1spuy5ktd5b0Opu4FdKfMnFItCxydvMOR+86HtnZ9FdEL8X/VjYQVmJdXyC6eX1hKnvEyfzok48X5xevzi8KuSQwCSDDnC27zCYZRu5QuQMmB2SYB8sdbgMcVP1pUP/e7yRfcFZg5JKm8au/9ku/98lPwcjtK7deYvKgtrVvZSss9ourIM0ZN2obxrAZp2T3untJb+QQv8PRLw7rBLBr614shphOE8HXu9OOOU3FaZBMrqUleI8rkwMhqFZAgCFpehgoTI5ZdsOqNQAgHufXPzTqZp8Y6Z7bESiij4pXeEl5SkopcuMolwAKSo8ff/eJuXuf+r8+w5/1XACKYfr1KgAk0qTTzipJVvu3dZUANKDoyI5gWkJPZ2OhHVgqM2dxhSsmHMS3S0VcL+oqJZ4zXdhzfXU9VbFsXTO01MErK98ZjyM7jHaTYQDWBGjbNaVRzxDd1lXDqhyphWw69ubP5ZPHSk0AbOFsPgngfmfojL59vzN0xqRoVH/64R9lAOBZfRtR+X8BABDYh93MD5i/eDcC6OsMENHilHJ6NqHby8ABh8Eyr0bahnYb+vbgBCDC5s9JMKBcXH3u1JeA0FiAdr00QmFi6Wh9YEBv1UcAAP5PlLfTdSj0dAPYMr7HUDWA3L1Vt9EZLkyOF27asuYxyP5/uKMPAXcQg/hBhmmkzL179ryNQwKUgrq7Xn4Rinpt7z4A2FwBgM3l/gqPvRHJ/ntS/3Chh/DjdWCYXI1E3qclcXuaNscAhITzAKIJQGTjAgoA8SRbs7a+dfzhB7577nwiprU8D6oKz2MGq1TR0G603Q40PUaIp6q+58Nz+RHUGKV+TSGq42q6lshkOy0n5aERSzBtHsMltkpfX17VEzr1fdtxfQIFCii1VQqiEIA3Rhg1iPoU4cda1wio31XFZwuM6gNwFaC6itFMRkvoWzUblt2V/Qe7oHeluDYsbJWMZoykaTQt+8BKXaw/fLlI0M3yDyvrwJGyR2TXCOmwLIe+kduxbcEwdyz/izBMSBCCDQHTyHePnhtWMbwbAMqeVVwzCxNXAQBzK9sU2ywZmr1cBIDR6cMr28A2o0wcWrEoLIBiKidOCQgcvhgMMHIAlYYoKpeHc/ybYJiXp7rfEQHuufzKS1MjrIWSIpo5lK2+8gowQoHxlZXzU2PsohlE33Yd6ntgIJMQjUBNGY7velvrZGIPWjagoN3ktgAAtjcAAsNETEfHAdBqdwCW/bOrT+B7qJYBYHyGfxrsz4dERz9uwP8JZQAocnk+zKNqyE1cLW0B7HtLAArPQ2bY394iiTRx237HAVD1m9TrAMTQUnZ9y9e0IU+xxUVyG4aWcltOyW2YhgnAzhiGh0UTtqsajseyfwYDZi2KSmkxn551jCWTpGu1w45x2bKVxrZNO4aWtd3GhQw1SMwO5EHTHtmq1RTP0f2Ok0yh5aLdtM3cwmiKAaojTuZc0Ac4m8exUlMsnM0naaV0PwC07q+AANvF0gxLYVMZAjyX8sUMAFt4Tt+GhOefzSeQyjwYfFluHju1CxhxhQ2nsvq9qoWpM0uIR6eDNQScAhTI6QQb8OcqJQLBKEN4zPAI0pmwR2fOnDlzho5ODxcm7zpx5L1P/jKAcnH1lc98kU3CdHdvN5dJF22JYYyoAk9APtuBIYSgF9F1Z5EO9c3TXwDw6MkPPXryQyz1Hz059YYGhW8cafOmE2uDeKfEoAMwCOBt7QB0xdvcECAESuza3XcD2PXKK9fMJEB2pPhvXAMhwU95v78jGvnnhoSfILpq+fEk1/SENAwAaRqYlf/ZHolkdJLYB6iiaZqqKqCu57uUwgtyTadJACgKVWOaomjUbXVcfv/SNCBIqtzOlJktN5piHsALeAi+20FMIyB6IuE4DqW+QhW/Z7Ys66u2QgEYPmELAEB9X1EUCsMnYgBAvoIsjxe0n6ZVc1vOrXN+ICX0h8qdC3o9d3B/07L3vVZBeJNm03hkaWpozmFtlpuL/4T/iBLmDijxBix/aYNq7+5nu8VDKcvnmNRSRGN+c5kCS1NDbAYAwNLU0GHHYDPBF6bMg9wLjNLRmUvOdfbW9jupF/QGDcd/LYCe/MlH/vrCS9VXXumdDRCbEWDfyhYZnXnRWWXNE2YFMFyYqq5tua32kEPLjqUYOQJCDLOmEWpXaLsJhZBUFol0Qtddz3O3t9CsIZWFYWJrlWf/Q2P0+suIthcKd9+NWLy4xhRsg4+Cp1wEioLRaZ6dRgYAdi7/E6AsUtJxdm2wcQ2pDCiQyhbywyff+8hTpz6L8iookMqgUYXrIqYrikIpKKXotFU1BqbTTzsG0eu6amip2StrS/k0GNdfr6Unhj/2Yz9++i/+CgH7X5btf3TdpaBL+fRsif/N0uCsCrNTT2+tmPGh4rXrNu0EYqNVO/AJrquUVsszd+xuO6RUuq6qMcSToTVYoAUEaTCA04EagUdYowrgfmeIAO968h8tzy9dm196zqQEoEG9H8EYgMjdX1Xr5Qz3YejrBywuNaObB9f5hs4AgsTPKIi5PNBN/e9m5oQyQUHBAlQ0jmhkToBvwHcM1D+j5RaK0ZnhwqRZmNh74iiAcnH15c98gU8I9PB8ZAsCcTQikZS6XqK7AyBHfytAjihWDtzxa7/2Sy9+5vObxRVmItZlJPwGQo3t3arX0Tl04sFbH//FoAPwwx5v9yzmIG6PuH3+zk0jNbt3z88Udv346Mhe9w38VL2RIDv+jwJeZ9fllwBc27t3l9UEums80mEIKLCxHPlhp9L/RCe5We+e9O3N/jlDOjhUPIV4CiAhBYiFnoCeQCId7NUI31CrCVXj+p6EQFEA4ruu03YSyaSmKrqiAIDK/uoJjcWh6SBwqd9y/biqJAwDqgYmzuK5TJxxxarSWHxmxBhRASDT6qTYXLEWM1ziU9put2KqEtd1Tdc0LZZxoVAoUDK+qlDYxAPgE4TZPwCiKBQ+gU28tAcK2AG6qasAMJrJDBcmWc2+tra13XGAPsX+3qirCBJAHCx3DpU7ADELkx+ezO179iKiRP+lfYWlfXsgrQFw5PLVm2f/AEZnMDpzdirL5IB646a1/6NM8VOmRDN1UcOUMm/KtjyyUmXfw6vzi2LjxX17lvbtYZd1aV9haV+BrT+/r3BhygSA0emL+woXWfnfMBE0LsLyP1tv5P76wktiG/HUvsuvsryfgBAjByPH6EDEMGk4RIvHf/Jht9UG4IP6xpBnV2qphK2CEiCmQyHwKTpOQtd9n7quAyOHsd0AoBCMTGF4kh2HGCYxcuLIQ0bq5LsOFC8sSJeCAsDoDMZmwL7MTJY9/FR2rvqzKL2OThuIZqWig9eorr38AgAQhU8GN6pw2ojpSBqUgug6vA4UBfGk53WYXReAtOPZbmMx482W6rNOBpXSXKnxE7lRc4jMlRpzpQaplOaulAAIsaDFO/JLd0wAWMqnl+6YWMynl/Jp5PJLev3zL7x8fO+RYnXL1jWDxFhab2cyhkfY5HG6VvOTqdXtZlynGmif7L/GqwZiwdZVCopUtqarAJpxvZYxzpj0OTP8q3zAIvdf2UA0nrtjTCzf5aV53t+oMcrQjnFTBSERozM8D87lw42DldyPT9jqVUpEKuQTEJbck9xEeBzpSxD5ZuTyktGHHASb18tnnnt1/tzXnvzjZ099CcBD/+ITD/3jjwwXJoHw94TH5nKfqv/o9C1IQfR8Ozev97m5jE5jdPqVqdGpdeebp7744sW1TZuw1J+1BZh46BsNlvdblvUm9h3ED2sMOgCD4HH7NAHk+J71Q7uasTfLD8INFShqpBXQXamlAAlcwGZ6SkJS9BH5iW4jE37cDtJDwbP9OsldI2piX9YKICp0HSBo1XnHoMPVQhLJBOsbOB3XB4Hvc5YOS6TaLaInhrOZervVsmvwfXgudR0Si5NEGgB1nT35keUtnk/cv+WeGYkQCIlCfvWn3vPFxfMAOi0HQG1tq64pPnwlKDT4BApF2ic1lXI4ELQC0j5JmhkASdMAsFraNOMJpvTfGzu1AlixH4HkPyv5Hn38/QQ497t/DOD81NCsYwDkvCQ/OteV7m8uA2RhKnuD2V8Wt8Ty3/lZBII/x6IzAIiW//k/m9cBiDGApVNftYprrF8xW3bZDAAAbmxs5AAcLDsX9Doilf7giBEVIAojN1KY/AeH7zv9hf9K7Qp6/L/CwV9+qApfv1L+kZMf/OLLV7iDmJGza+s0pkNPwPfVpOFRH06LfRvjKpnce3fx8st82FchYS1SXF12km4HY9MnH9gL4PRXvgEAY9NhRd9ph2cikDCC2v+NBwCE+icjPgliHijsbTRqCT32O7/+j586/bnQKYxtkMrC85RmlWpx6jpE1WjHUdWY73XUVDZds23qAMikR2YtuqTbSGU+PDc3v/KysAM7UmpQNgEMhC5gvU4CbiOtpRKmsW1bcVcLJX3azXfZ8Qumate3DBKrZzJeozqeyW7HdLflcEkiLWW7DQBMlvTIldJCPnXUyaJSOpdPHnOyZ/UqQdgBYCAnbhoJM71vcT2o908EF0saA+iVB/3eTMHAL3rk377UeSHqHxTyKbxOeFqRaYHg44xIiPZ35xUPxTnw7UenAQwPKXtPHB2eGSsXV79z+os7nF53CV8+eJ+NpW9bn5AO1SPgwxlYo4bPWgFvlBHkqdrM1vYbLf/jdqoMDuL7EQMAMAgetycAELEzNeiWc/o3ERIMwMZ1kFBzDU07/C1PGsFv9PeQ+jOaPuP2yFV/YQHGVgoAwNKgLuGdRCrShaZApw3fE0PAE+Mj1nbV9XzXdaGo8FyGEAgo9Dj1KQiUVt3vOJy3HdMJURQQz+tAVRVFMTq89J720PYcV9cBpDw0gnr8UExnqfyWzd/+SDa7aVm+54EovuulXB+KyixjFYUAIIoyMZqDonZaznplO0MUoXLIom/GL69kM68ALuj1Q5Kt79HH358rTC6c+vLTTNQlYLGzmCuLoYJIfh9IqWT6PsuCF/7fhNK/2KDfGDGNMIvCxGhBsiWWAcDsyjZGp7kRGEBHp8/r9qFg+YJeP7hiXQw6A8wGGOK4oRQSHTl4oLq2xZAbwwBcCMi2iGHuc5KX9eY9K+WX9t0VvgG7AuDkz//sX//3r1dfeaU5kk/FUo1Ow2/XSbPuj0wEw+VAuxH3O2696o3OCPO40LFY08IhdQQYIDf+xC997PSXny6+cAmE+0wB4PV7gA8By42ZWwEACNELGlWM7eYXo7IGClCaH0r9yod//KnTn+epP/V52pYdQXVL9Tqx3FjLKgOAFoPTZuI8SrOBeJLEkzLxRkvotkoT9Q4QWuaJCWBGCkKjJhbYGAACDJArTFwvXk0hbrsNtJsGiYVvJZVFo2rTDskOc0WgzXWW9DM9IiM9Yte3jGb7qDZ1Tq8dLTWRy0dr5+ElvVhIJ8z0drEkxIJYri8uHxsDYD5ifPdbcAbYUQ4oGtHmaRdzhi1QANhcpmoMuXwI2mQiUEATkvft8gvr84ryVLHcsVU1ADSXHza8u48fGy5Mlourl58+uxWl34S/+P0GjqPqon3eYP/omivo11XY2J2JJfR/8PAjL86f2Tzz3KtTowC43v8Ozeo9VtOBv2tu362rf7IYAIAf7hgAgEHwuM0BgIgACfTjf3yfQlGv3X0PAIBicwVj0wCwsYy0CYjsPxo3Tv0phGQnEKT+IkRO35/0nwYQKiGy9VwISHo5SsNCqe8hnkSDF+9NM9tqNn3fdzoenLDIFEumpyfHr14pUs+F7zOeQ3DPIqrTFvo/qqL6dRtAWksesLznRro/ixRVGwolQXLPs3yCiTFeUV7b2p4YGwawurrmUzKcSFCgVW3QnjxbzvLvKzuQNP4v8oV0b6LH+gAnf/5nc4XJf/dH/4+AE3Nld1G3GX89yP4j3J6FYAYAwNGy1zf1Z8EZ/LjxDEAfir+IvhKiLLM5N5VFgEBoAEhgmEfKHgWOcyGghcCciNLRGdkXTDgcXciiL6dfJvDcu7L14tQw4/HfWVVEpX9fufWS3mTv/Z6V8ktTw8FBQo4+sw9b29p2HRetejIzCtuyNRJ8LdMknqKgutsG4NjbcB0QggSfuMDQCKpbEhKIBQbVgKYXxoa4jq1tYTgPx2E7AWAjxX3SfeEAwCLEANHP0K6gUQMoJ/9USqLSf/IffvSrX/1aybJhjqO8ymeO2TKlULU9k+Mr6+VOuwVFgRYjlLJWAIkn00wSt93kvmDA0Hh6e70OBOx/AIAsCQoAuTwXyM+Ns4HgOcdApfTiPfmEaey+XHsmVkGQ0wN4Vyf3baMFwNBSdZWOZDLbtjWkqG3LBoBG1TZzhuPZ1AmGB0IHYqQyxyxyTq8ilT1mhVfmlbnxllXnRwAgY4Do7Cw/4d4/ij6cnygCY/I+iP69VErwOl2GVpQLAQkhrIj2P8KmjIABQd4fTcQD5HA9/HXuNh9g4kKShChbq2rI5cWrDxu+gAHfDroB4SF2ODg/ZqgUFHmJNxYSDHhFbxPDjCXiP/+eHx0tTP3Bn/51w6pR29or241HYYCnqjNbVQBvSP0Tg+z/HRADADAIHrcPALhaLALYUyjc4Nni8oo5MT2J9N9rrb6bvcVBCBT12l17AWBLqgNRGlELpVEBH7B0vKvIJWX/Xal/nA/Y8cFfBgA8DwRIGt3TwGx936CAqoa3G+b5JV4RUBSyeyq/trHVqtUAIJmC67J3GYfvuV5H0XiFiwDtJuuEADRL4jWNErdDgUyjzRMLAAjbAnUVIApj+4D6TAgo5foA9ludF8xY+BYQAhsCUEUlO9N77is7AUWH29pfmModWqnwvQM9EAAXhnUA9+6dLrkeE/0EMFt22bNLuj27sk34PTWS3xPgXKT238P774rNZQDnoq69b2CDnjFi9iFJzKIQABzhYGM6AgCApWGN2lZgaqbBrhx2DApc0G1xwAjhh00CiPXAvU7i6riW1LzyZoNV+rtSfGm5yz4sB2CkMLn86hXaqCWJZqeSvOrfqKFVpwAZmQSQ0HUQtMrrAIFhwraovU0yJoZGsb0JdKt/QtMnhlIAuJkdELbX4kk4raBRlgm+pcEQcL0KY6gfAEC4kqeqFJ02tEDiiVLkxgv5kZPvefjf/Ls/bmnBuwBFkhFmKFJZaDGtsa2paqtRJ5pOPZeBFpJIK+0WiSfRbqYdr66rj1yrAig+dNeJqbuvfvZr3xzXjPQIGjWbOgbRhWB/xCNMr7GBYDYZTIGrD911Ipn93AuXbV1lA8fcIZixfQIzMt939+zbV3n+ZZs6j3aGv2U0ARiOZ2fCRmLXZDDzCT5m8cty6PH3oLJ+6itPszJ/4AZAADynb5NU5gFLeU7fRioTEoGkK3sTXzDxbDCDC3A+j1hJEbS8uFlYoEgWnQAGL9LzRz7/WtCIp28PKQiA5OMb4oTwsMEIr3wEGX4QYO/BibuPHwWwVVx9WeoGdOVPNNJqCJoEPSYDbyZGpwG8qrfvWtlky/eeuP87K1f+wd2Fb37pbJ/tg7fMyv8D/s8gemMAAAYRxm2CAXYCADz1LxYLhcK7CvexlZbdKK5t/OBgAFGu7d0LyhwDgr8d8aMfZv80ysYJ4gapP5VJRAQtm+fxLIKSKlp1vongC0XK/2k06yAAUeF7UBT4vuwRJloBikLGR4et7arreW7HhUJACZsKUFQ17vpN4oNSeB5A4bnhGbpOrNP2FCWWzbmOG5bnLe9Z0QoIjIHTrg+5Vx5EI6amAmcAAtxruS+aWl9nAAAHy4IORMRxLgZc/4sS6Z+l/ixyhYmmZbcse7bcicwChu31iPqnjC76btAbN50BQMAUugFCODuVBXDMyVKxPScOeYjQFQIm9OjM8ScfXzr1lfnqJntm519wKlf671upMBtgAPud5PPDvGR4T7m1sjsNoLa2yQEACyN3T7n1kuT5xSMKA0YOHth+5dUqhceacrG4SuF1WiAETRvxZCKbe+jwPU+fuQgC2Bayw6iWObZkjhYijJxoAhQmx9a2rBYlYogFkBJ60RBLZfhHxP4EaLA+bXbvwj9JivVrABDTYeax8To0Hbk8KyszAPDUH/45v6ieC1UDBZo16EmoKrPiHjKS29a2msx6jaroAwBQmg0ABtFJKlOrbz263pn77cc/89//291Ly0L4/wbsf7lUTwGSyqSzMbfltByCRo3tWFcpld1/3QbTBo0l9CFF3Wo0ZXgAKe/v+zCAAWT3idn/tnJ533eLZ/KJByJK/+Q502cvxlzPIA8D4KbDvoTxjt6/FfvK3mFAAr0MALC9hM9dIAQkWlsQTa3giJHqvoQHKGRSkPhNjnYPZOV+hrorJaEgtIMNsPS7vHl9pDD50Ml/gCgMkP8ABYSQ1neBkLcu5RqdHjVoOBVwcbV3E29zecZqABjwfwbRGwMAMIgwbhMAYFnW1WJxdm5OXrNtWSz131MoTCHdZ68fGBIgBIRcu/Mu9su+69Ur18wkAIzNBOrUU9I9IVgSEv6M7qwGVXyWxyei78iJvgth+4UdeEFdkUih2WA1eyb8HzkT6TQ0TZ2ZGFteW3c7LgAlpvsdh3N+QLxOC74HNQZVC9IninYTWkyjVMtkqe+7jvvQlnfRDM+KdQDSPtnp9KiiAiDA/nIbwAumJr8vuQPAUn/G7RC7c0dbiEyUyLa+LKTs3+0tAi8Oa4xM37VePBJZ+82z/xtQ/INUfqdtxBGoBCEkZlEXXYHbEs85meNPPv5/SLwmsdnhcud8cHEOlp2LwzG2/uDlKxencvc5qUvBAMABJ/m83hSnN1KY3H7lVabkw86HhB2DPt2Ae5ykUAIdOXhgs7hiV0vQYlBUNW3y7LTTpo3qxMQEgNJWmdf+FQU+BQDb4hd9aIxef5m/nKKxDLgwOXb8gbnTX/g7+B4j3gS2AASEAgR6HPUqzxfZjiz8aFssbfZxA1h/nSv8pIewcQ2pLChlk/cn3/MwKD39t8+AUt7oG55Asx6MzGYAwNpIp4yOQpyOq/rU8zoASEynHYcAiOnZlgvApk4mPZIwjbhOt9frzAXM1lXBDgrTfSnC3L3dNLRUI64omhqvd9j6ukoBpGs1ZhB26Mrqt8d1xvOpOtV4KhV3NbYN/+jEZHBwwK7sv6b6fMGtz+y9MzoGEAInAjxn+rRRI8GZPyDphD4o6YTKEbiGkT4DA30tVjjLfxziay9AL4CguE4REIcgl+olPBB2A1iWLx2hUgpyfQBUdCEo70JEAQB7GIziyFD87hPHRDdg5xFhjjFkrMLfe8/232MI77Bvnv5C19jAnldeeXPlfwwAwDsgBgBgEGHcJgAAwNPz88dPnGDLV4vFG6f+cvxAYQAIgGt3FADsulLkMAAABZ8TYCFSf0iFf7kDIAr5ID2pf1xWgQi1fXSJ8Smz/5sNEIkjpKjQdbSCE4gnwpPRE2xQgWGAldKm4zgACCEqhUt9eB3ie5Qo0OPwKUBDJzI1BlUlijI1OrpVq7HJUZa1E+A+K4IH+sYBy6OgJEjonjdVKGo09e8AdMfUn6+nAJH3Yho4TPL/ntcqveXfRUn8h2l9do/2SgbAd8q02sg24ST6Ttk/blr7B87qVWKYR7qPwAkD56ayMkQRzsSwLfPgvTajNtkWmKVX/4j8uIcTwHZlvz6FzeUXpkYACiP3z//ZP/r0H/3nTsuJVPp5EIATh+4tt14cTsCuMPn/Rjyu+s7UPfs3iyvN2qZHPVCKeBKGqVJ4zW1Q7JmeKG2WW04HrTpSGfh+iChYQ2BoDNsbAOC0kUgjlZkYMT/xsQ889Qd/1v0+WLqvx3lPwPc4a0iNMcVbJNP8bBvb4cnLnCXRiBKNkfo20lm2rnDnHSff8/BTf/oFUBpMBQC5cZTXeBZHfVAKt0PMMdqsMeEs6nZUNeZ5HXTaKlFJdthrVLOewpwBEqZhddpsDliYBxtaiunzHHEyqJQW8qk5J4NKaZEtgBsGI5WhjZpZmNher1NwwCAGgm1dM6wKUhlb11gTYNfeO1dW133XE0qgtq4CeLedWtBrR53MORNo1I462XMm5bYAABpVBocaSjuXHWlbdg8GIKiU5D+TgCAERgpiK3ttAQJrYfMGKLorukvm7B/RH0DgFRCm7AAbgOnqCcg2AghMfCvrAKUS04xx/UV+T7ulgaS8v8cGeCQYDIDUDYi2KYLz6QMheueDv9cYLUxFvAJGpwF4lTXG/n8T5X8MAMA7IAYAYBBh3G4A4A2l/l3xA6QGhTAAAPidBkDQhi6vhfLqbEGPhxO6fav7nodkKjg4jaSpnDUR3GLYMyzvD16fm/4yfU/WAZBZQF3heYpC9Jg2MTZSvMaJrYrT8hUCEPg+9IQKeK4DEE4r0mLBHY3E4zpRFIYBfmTLv2CqAdOC/7AcsvwLZndycJ/ldZGCLknsnUOc8xPJHKTsv+eaAAAOlzsEuLovc0JPXplfIFKJkfRL/btfAERk9uQW6vo3SP15yAL//UaBz/YZI+aX5Nyw2tWjWNBrcyvbGJ3Zc2JufuXlwjMvMfEfAHwAQK8BkAcADjppyrhSUT+v/Svl58VEL2hmYhRAzZZ1eBgMIPc6yRedFZay3+skX9QbckOg0WmkdCWTTldt1/bbcFrM01chaswc6yhk11DCqtnbGyWMzqCyjngCRAUhiOmSdy8BKDoOCAH1ocUTiXi741LfA0g4FsygnKqB0e4htb88F5lhEAJKI5PBdSv8hCMwILjSG68DwNgubFwDReHg7Mn3vOupT/2fIW7iQkABzYSbWxNQpPWY22kPJY2tShnxpNey1YQRout40nC8Oce4mHWMieHC5fpS1AXs3esucvkFvXak1ACwkE+xyeBFaYHNAxQfuutEMlucX1jMp2dL9W+Nx/gYQKD2g0aVNQSacUXR1KGO03IIAWr1rQzRme3AkVJjIZ86WmpEhl5yeSEPikrp4j1jn/i1X/y3n/w0wFWGeJm/UuJ75fLP9tT7Q51QyT6MxbOShOhD1q1qNvTHACI7VzWKwCwMQsZHyvKDvboxgBqjAHLjMh1f1g4KC/8yj6grcZeYSDw2l+8+cezu48cAbEkjwl1NiZ32pcCrU6N7nQR73Ztdm5vEaGHq3uP3s1bAi0+f2by2vmfLduANyv+D2CkGAGAQYdw+AGBpcdGyrDeX+svBYACAH9CQAADgWmEPAFAKawNjM1h5FbE4xqZRXgMAz+PLbEEEU/H3pRZBMmoWxjBD13oaCH3Gk2g1eW7MCqIR/g+6JwHCVkAczQYAPaZN5UeLy6ugFK4DCjWRhNvxiMLWEEKoGuN3NJaQuS5UjShkz8zU9aD6KF7woOVdNBWAUFDC/xvpDxyyfAp6MUj9Cef8SHx9gPLUnwC0rpKuYj/LR1nqD+CxJ3/JKq4t/O7/SYClKZNlxkTy98UO2b8o/AM4dsPM/qbaPl3RV+qHhbjrn4t6DoiTEacq5wcvH73jY4fuXTz9FfGMlK+ASyKK7Gd0ms1IAJIEEEQJnMK2hg8eqK5t7X1t9cWpYZ7rl9svDsdhW/c6yReDkQAGAGQl0EanMZNRX2+CxuIAVAqvbhG341M/Njw5PmL6hKxtltGqI5lBswYQUJ+1jwB0e3h5Lmf78IleEibcDHkShbPwASTT6LSZWwVUjX+Y6UxobclngkUrAGhUMb6bL4sCv+twHojbOfkLP4ty6fTffmsHABAwRCilCgyHujoZShpbjabXsgEgFlddXl0Wgj8nkpm5x98//+SfEJBv7soYWorPAffq8yD0CBOTwbOleuGj751feaXw3VdpIBa0dMcEGwlAIAQEgAkQjajY9r24q81eWfvWeCyTHqnVtwjHCXy6nY25M0+AY6UmcvlzevVYqTl0ZPbgh+eeefJPz+QT95dakP9AAsHQM0FO/0C03v8cL/ZHAACLZ00fjdqN+gCB5g+/5OET0eRb1Pu7HkYteOnoDCprNGgRBFtSSBKiAFP+CY7fo95DQSXtoJ4MqSeVp5vLI4Wpu48fGylMbgWCod3Mn559X+HTNRYHAPzE3gIYwFoBF3/739bRATBcmBwv3NykrCsGAOCdEAMAMIgwbgcAIKr+lmXNzO07hLGb73ML8QOdFQ6DXtuzOyhXU1ib4SSiYCPIqWSrEeTuEps5kUK7DQR7UMEXApw2v4v50ZyVzf6y/wJIJNFq8peTU/+u8DxNUzVVMYeya6UNft8kik9AgyIoUQhlpVA2HAwE3QAkFNppOYaWBMjBfiwgsZLKV0HhmcTBckfemG0QDPV21/sPlzsAzuv24ZVtAn4LZ9n/4qmvLLFiv23NOQbbkaVTO5P+cU6vMUX/W6Ir3FT8Rxx2WAEgW33RfhsIwR9xMkdWqn2Vyxf12lBh4iMPv3vxd/94cWpozjEYNliaGjrsGCytuTBlHnTSrNLJ/YABAPW4no6lIidgV/YX8g/dvfc7Xzr3os7/NPY7yReGJe5TwJa5d2XrxawiqQnlGp2GBw+aDkrVWMInhNYriCUAaE5r5t79r6+u++Kb2W6G3r1aLJpk7xyCw8Wr+wAIgu8MX5AxAID0UFS9iaBuhdk/G1rl9J48QLGxDFUr3HuAbl6/urENUJjj0maBNoy8TOg9pdprI6npe+69dumSp/Hmkuq6nqaprisEfx5d75z41L/8D//+T+55qURAdnQBExx9yQ6MLTTQnirssYprtttIOx5SmVmLBjo/rmzpxXoCu+6773rx6ruuVJbumKi7HPBHZoKll2BUH8ECyo6n2o7SXllhB2RHfiBM6/kwAAAq1/sZQejGzgCSuVifZ0Wyzsg80kpZVAeVEk/rIzo/PF9HAAOoGqOgyOUjSvw9yj9ysV/eQPqwQWScIEcUA/DlHhiwWVzp//0enabAK3oLwF1OQjpGcFOQfQAisgTTO9rSR+PRkx969VP/iS2/UfVPFgMA8E6IAQAYRCTeRgzQS/hZXFy8ZnaOnzieLe5AX3mDYdkNy25Ydv0HjgQASq/tYbk+ASi2tyLPsttPpYS0GfL7GXefCXqSHt1PJRD69P0gxWfrRXFOGsPdCQPoiXDqIKaj1QwxwMYmPF6CjWlax3X5HVYh6DjwXF7KJYSAUNeB5ypaLNNo8wlLKQ5Z3oX+eEAJWE8EvsuQw62k/iEHaPM6gKUp8/Gf/1mzMLF46itPB9o44Er/QTK4ucyXR6d7EhEiCm/k1kr7N+X3s2As/6Nlv++PrDRGzAV/hNiIAIdh6h+0BX7zn31cTAAfLrsB2qkcdgw+AWxXDjppPgEcpO912kEinYql9pfbIr+/t9zaOHpHY3l5z7r7ot5ks9T7neQLenP/ytYLEc8vS86CaqmkGksomtaplOB2oCc4MOi0ie/B2iAjk1rScBh7R+i2ux24HSgqCIGqgShhSo2uTImCKJzVQ2m4JVFCWMvSbp79g38hWchKoFbAx+MV9KAyK7J/AMlMQo/lE+Rq1QEQjvwmDJRXAYrcBG/fUR8jEyiXxuzW7nJj86F7m1ZtvcZNvvgocExXfCro/rnCRGtltWXZ6OcCdsTJLEQX+EtLGKCluaZhtixbeP3SwOsXjerhUp29tWfGdSM9ktCp1bQTKm8s1DOGMBIOdqkJBAKAgNRUn8kBNZLK2NDQ2sYWghFhth58HiBAY5XSs/nEg9IcMFKZ3hmAHoGgnnFs4Sgsl71VPrkuUAEFEKX+I6jcS2V7njdLEv5Boi9zgfhfd7eTwA2O2b2BHBIOEYRG1g14V6AU9NLTZ+TZgOhxJGgRqhLzFa8OJ2V1/1f1NoTbF3Y0/BJxt+XY6AB4c/wfDADAOyMGAGAQkXhbAMANuP7FYrFYLJ4IBoLfqnibGgLi552C4lphhj3cdfXatVwKo9PHZ4YAFA7NFibCvsf83z+z9OqyOZwDOO/55Efed/pzX90zPrx0ucjWt1otAPfcvffp75wNqf8sVZKxQSIZTgz3bwVQAAqlmqoqCkkkE1Zlm91JY7GY53u+T+F24HWgaooe9z2f3/7q2wBIxiSExDQt0dxBngiAjAf6KRodtrzzw/oNUn85loZjBLhn7/T7PvBj/0fU8AtAhPHcx99XBAFC+62+dB0RN9X2kYNuLhNGS5DWIco46pb7ZLG5vDA1xEdCpY2NiWEA9lr5Br/asv7PfWXn0rBe7zQApNrOAUn9E0B2YiSW0LeKq0AIFfavlF8IJwQk9rxtAbQRj3uqAqelps2JsZGV169QELgOFDWVGIJdaSYS0DTitJDJ+b7PaTzsbJgLGADPPX78UQAnjh4srpQAfO2bzyb0GIC1zQqozwzjVkobwznTqtVbzSYAKCp3tFAUEAW+F6b+AG8CeB2oMf6RMwmg9dcRi3PFT4CLforPgnKa0MRwtmxtO6wD1KgingwPziSGmjXhz63XtikQd70P7r97pDD1B1/+b4gnPYUgyP49rzPkEYAglclMDK9fK6Y4SS3iAhb5MgcMHzYPEOIEvZaeGP6JOw98/plvUmDOMb4ZK4P5grkNtJsPd3LndRvA4VL9mV1DhuO2sylf1ZNtvy40f9pNDkgc70ipwVyBz+VTjP1/Lp886mTP6dW4aXSNAYiFoA9AemV/npO4/iEM6CcPGvK9+oqHcpZ/TDLh4itpIA8KICL5H6ncBxhAWtO3RcCmBSJUIumYfXFCiMl7/lS73MfEAfedOAZg3/FjW8WVl4IR4QAqyJBB2isYF35FbwOIZP+GeVe56+eagP28oDs8UCb9CeBff/3PTj31qZ5Nbh4DAPBOiAEAGEQkfsAA4FbGfC3LMk3z+3QCbxsSgLjhsM4A9b/xnwA89ft/VFzbKK5xq5eraxtrayWAtJgNakCoSOgxQRZKxGMJTWErT37kfZ869ZcJw2g5HavWCPSFujDALbUC9JimKMQ0s6XSFnUdKCoUorgdn1L4HmJxEEVRiO+0+VlRX42nfUIJCAgynZ46O3DY8s93DQQr6uFyh90ZKagABrK2z2y5IxrkIpaCmWACmIWJlmXzImtZqHyE2f9CT8LdE0SwcW4OAG6h9g+JGBCQhWhwhJqs9I+eW7g427myJ2f/CN5pU3Js7X3Z3h/0eqeRajtg9B6puj9SmPzg4YOnvvB3nJElmQZ0K6sGMKDRaXieo6q6pypKIulTinpN2d5CIo1Eyk8apNMinTaNxSmAmM7fXpCn7MmPFO7YA5Crq+vF1XUQJXBzIgDQaQM0oetOu53NGIm4ntBjaxtb5lDGqtVbzXYonOUF2b/f0wFgRWI2KAwi+C1hOpseil4nCoq8XwNQUgw0ahHRz0YNSRkxUgCksq5p8aTrJczMr/7cT/3eH/xngDRox0umhGuBqsYAPGInX92tb2xtpWJZwf5nkqAAhB1YuFBqLORTR0oNihAS7Pnoewuzk/NP/gk78mLGq5u5tOPZ1JF9wdh7rGcyiqZOTY4vX1ul7eYjdvK8SWr1rUwAGB5ddxfzqSOlBgHO5VPHSvwXgABDhYmDj7/3W0/+6dlgDICdw5lA9gfAc3oVqQy5wRjADZ0BCMjNrAOi11r6tyvD7sYAXYr+gTRQFwYIV8o0noBcFOlG9YwI920FiBJ+T5mf0s3rI4XJ0cKUgAGb3Deg+29UVDvY676qt+5aCTqZo9Pc/Auh4UyghsvP6pWp0b2cSgS6ubzHajnwfuHJ3/iFJ34db/aePgAA74QYAIBBROIHBgC+F4WftzzeThjAguKXnviN+YUXnl58HiC7Xr92zUyFvCAwEm3wp9oSBdHA6ivwAkvoMSiqmUkl9NjJD/1kcW3ja9/4zlp5G7TLLyzZ7Vjce0KARqCpqu/71KMdVmdtNwj1SSzuazH4PkDQbsD3oCdYHkaIooAwgc9baQUQEARWOwiWZT+v2ehsAAuW/RMgYRoJ02gFkv8IQcIbyP6j9fibjQHcUNunK2VBoOfTRfE/GlD8d0r9AcyVPbDpBcOcLbtLup2eGI6Nju8+t7yk2ywjlyehI5lKV9gWW79/ZeuFqRG2LmlmUjMz1bUt2U8AN4IBFEYOdqVBXU9VENNJOqt4lLbqfpCXEz0Z852OH9xUWEZOsGd8BEDhjj1Pn7vIaTyMyh8y+4N3QIBmg78Pz4OqJvSYmUlb21VzKLu2ZQX6uSRM/QF4LoeyLNdvShL79SrP+OWXoZBW0oLunnzPw//mz7/Y8oKMkc0cA6A+T8Qp5ayhyjppt7Ip02/UGtSduWP36HdfVEBezGdrkgY/nwTYvP6RY/cX4+7i4mvkhi5gETswhAPBSGU+PDc3v/Ly9np91qJLuj1bqiOX/5bRTDtePWMASEeZ/YaWamuuV7dTXgQ92tQh3YAhnEImqewxCy/vS7Ud5WCxflbfvt8ZOqNvA7jfGZI+pNAa7IGeen90brgnKiVOBLpZ6h98TpF/e9JueVSXdwloqPPDi/1+ZHe+izQ0PB14D/cAgIAU1P3qPTCgtx0hToBhlZHC1D3Hj40UpgQM6Dsi3Lec3ydGp2UAwIaJ95b5zet//Z/f9ydPfmqQ/Q/iVmIAAAYRiR8AABCpPwBh6HubxNuIBE6+791X1zbnF14AgrYAQWRUQJ6H4xhA6UP0VxTEEwAK+dHjR/YXJsZOf+6rLaeztrWNZIoJ/oQb36gVQKHpSqelqaqiKC2PolFjNx1V02LJZNuuUYCdANFilOVzAEBUoviEEkKA/q0AOQ5bHoL72XlJ6V9o+8ghF/7jmpucmemX/fNFuXx+REr9xWY9VBzStcFO0aXtE+3oB5V+yVLgDieENHLWIj7T3tSfJ/RB2XJxaui3/slPF59euHJxY0m3D69YbPfzun1oxbowZTJDgIPljtBLZfwfcdgws7crxMhlJkYA1Na29jspAjCLgP1O6oVhXd54v5N8wVnhHQAjZ2ugTgutuqLF1JjuawmFKJ16GbEEoRSJFKUUrTovwGuxhKYCSCSTlt2AnuDpPuPw8GtNoh7YAChzqODXwHMZDPA9d2p8tLi6ASDC/1E1nisDGJsBM3samwHAKf5M6JMt1C2+8dgMKEtJAwPgP/1CBEOFteOwiAzQiVp7w9DTjk+BBu3M3LG7YdVaVu3eUu3ceBKAp2notNWEYTiuTTujueFf+bkP/P4f/CX/Ut3MBUwsyGO72tAQMxOIbB/o/9huA8DDdoJxgZDKNtqWoqkJNcMmgx/pDD9jNA3HszMGdjQIUwjQSCq5eKpt2WwAQHgCIGoNtlO9/zl9u68WECDTfnYYCO4JGl3sLbHzhc3rCKn/bE1EA5QGCqEUQGUNnhtiAA4b8ixTR+RbKL3oDjCAdq2MNh8iZy/BgJeePvvS/Bn2lN/9tvpHn8sVVB9e0Vt7VzbZw3Mvf+F3Hvv44RMP/cITv/4Bcs+bG//FAAC8Y2IAAAYRie8rALidU3853j4YIFdD+c3l2u5pEBIigdFpgKCyhrTJ1+iJSGmfHUc6UiE/2qptM451y+ms1TtoN3oJqDsEBYWmQFPVTrPpuR3E4uwVJsbH1paX+UCneFG3090KcJ1YMnXjVgAQmQc4HFT9+3J+AMyW3cee/MVTf/FXLcu+NxjylDfuq/rfFQs9VBwpboQEhLYPswruSlPQj+IfeVq8eiBM1JP9R9OdzesAnfsX/wQb1xdOfxms0BiYpDKdn3DjXsF7OaTqfm40WbO9fa+tAcDoDAMA4gj7y+3nh+OwLcYaasR1z3OIYVJApfA9B7ZFNZ1tTFoNAFRVOefH5R9fIpFIpA2rZocpftIItf/FQniZBecCAEXTDh/6LhSVtQI4KV90ACrriCcBIJXF5nVkh/lXkXbNgISkGrgORmfETPDJ9zxcmBjhFmDiTMSHII0pxzzfbHWyrc6GkWAAID85QVKZteXllFVmL1ZPJhmiNkiMAYCEaVjFtblSfSmfjnh+VUqLkh0Y/zLo3R0AAEPj6bZDWpYtkINAC7XAXgCN2mypzs77fD6dO7CvubK62WiyzepBxm8EgIEZhInXOuZkz5mI635ianK7WBLUqRADRJ0BugcYAEjzAJGZ4J5pYNwKAAjtfjkjn/9/87rUPZMwQLeaZ4T374P7/kYcxACBHOTMXgZ84TF7MUCwce+vJwWlUUdeGpzSPSfuv+f4MYxNf+t3/3CzeL1rm51ix8s1OiP3JM9VzrGFD5B73vT4LwYA4B0TAwAwiO74fmCAq8WiWL6dU385frCSQTe4IVL4FAiGhre3MDYdCmiIaEkjYkwklOVAHe4eULhjt7W5aRopAMd/5Njpz36NbyBPCHRZBUutAM1z0OlQSj1VIxSUeoEJgEKZVIvn8luYpvPxOc9VPd9XiZ4yiKKMZjK1tXI04ZNCAADfO2z58kVZihgA4yOHDxZOHAGweOor1hleSGNZAomm/nNl78Z5xoLExumJPrv2eAD3+fEU2f9NKf6hMVxwtmJzeZelYY3a1m/9q99YOPXlp6tbTPAHrFtiV/jG0qHuc1K0p6IP5gTMlm0LQK4weZ+Tqpw5Q4Hnp3IHnNQlZ4Wl+F2zwoz3j3iSyX16BOg4LMlR6jWYY36zFkpXaTG0GgkjAzWWSMStWh2xOJxmJGNkRB1h3SX+G4aUfwsY4LtQNDOTMo3U8tqGC8JT5HYTuXE0avyrm8sjneWEb9EH0GLI5XlDQI1x5RmGH1z35Pt/FEDEAaAvAADdXWk2dPXeTbtNCKH07HhyZHpPUqfLV15PEa1B3VSzyRx2qyoFoLruaG44OTV57dKlR9c7yE0s6bW5UgO5/KJemys1CMBI/9h5gQIvz8587MjBpVNfXcynZh0DldJSPj0rDwSHvmA1gB52jO+YHVVT464mjALYB8AMiYVBGPgnwb/uu0/M7f7oe771m//b2XzymDNEKqUz+QTjAnEiEM/mCXL55/Rtksp0DwMwDCDphPbah/VRBOoKWQmUrRmdQWUNgLDyDTPsoKgPUFk4KxwLZr9H3PcXFKCb18RL0aioKP+8AwHQcDN+Gv1Hfnt+CKi/w/aX9WYsEX/P0fvvPXH/ZnHlpc98ng0GiM3kKyP2upWGCYBzlXPn55/9l499HG/W/ZfFAAC8Q2IAAAbRHW8tAGCpPyv8/4+S+nfFW9cQuMWf8R2CUlB6rTAD3IwaBCCR4qk/u6VIEqIJPWYaqYQeO/4jx05/7mt8m+gr9b42KBJx3Xc7vuO4ICqI12khpvPjs6Kv70HRoGlgyjBc8YJmlUQjRlRNZTCgadkB75zf7w5ZXsj7D+WAfEikoLqKkYwRS+iarjYt+55ijb0h5oY7x9xwI9l/ZBoYfa9+QLAh/TFAGDsV9W+8zY6pf9CXYF0IOfWX92JvR03ov/5P/6c//NPPtvrM/lJIdJ37VioiXX2+r5JPEJmJEdjW7tebYB7MtnXASTHMwAGA3ty/snV2f6AE2mp4zSr0BNJDIIQohHg0sV1u6DFoMfheMHSLPVMT23YDMd2q2QBBTAchXNOTO14Hn0M624f2LN+PhApLU3rjFBwDXL3qel7kU203wyxT5tiwkQDKlHwyAJAewuYyX27U9kyMbPua5anYug4AI1PYWgEAQpDLo7wKEIxMqBsrY7YzWWslMmMX9cb+UvWFfDZpGkkzwwGAHgvPBADgJ1PjiUTCNJavvJ7pNf/q5wImDwQLt+DdH33vf33t0t1Lyww5zAbSnwAW82kAvQPBttvYtffOldV13/XSNbuuq4/YSVRK3xyPZboBA4442YWA1fbKvtSPJYeuLa2e1avHSi0SvBAzCAsY/ASAGAZAdB6AAEIn9Fl9m73NHp1QQpgFGKKzNF3tAsG0YfMkuXEg5MXRcAgkrOv3wQCAv7kstwiCevxysCxn6sFXMGoxFjwLBBvT4IQj4qTBhjS6PVu4rDfZUM3d5eZIYeqRxz8I4MX5My995vNBjyycBn6jdwsPdDoQ//leyv8YAIB3TAwAwCC6460CAHLqfztM+n6P8T3AgO8t7+8NSq+ZCQyNwNoEAEL6YwBFDVP/yARwCq1GQo9NDA+d/Mj7imsbpz/7NeCNtAIaNUophUIovEQCPoXXgduBFgs8ngicJigliTT7hVGJAoAoRNXUyfwYALflBEiAAkTuAITvJViZMI2kaQBoWjZ8j6fCigqmXmI3to3QHXk2SP2j170/DFgYVmFbwiNsB85Pd1H/BtvsyDiKZv/sZ3dRr82tbAN9VESWhjW25rf+2cf/419+qbZWBpv65YiIHix3LgTo6ODlKxencvc5KQB0c/n5qWGR0AO4z0ld0hswzPvKHYBeGtYzEyM/8+DR5059SR4SYJ0BChxYKT8/NdyI86dSsVSj0/CoB0UB9ROJpOqpTZX4RPSXXMYESyQSUuE/xvN+4ezLkADDrgww8EncfvegKPMeALZWASCXB4GpoWWVXc9ztTjaTbgONB2pDIQSKBAuCCEgOYJnFd/dPZUvrm1FzkRk5xRoVpHMgiBhWb6RTbrevZbHGyyl6t4Tx77VtBkAQCrbqJeZFxiANInVMxm/Ud29a2p5ZSPTY/7VvdA7EBxEwjTiOt1er4tzYwPBAGZLdYYBgO4Bgwba04U91155De2mQfS6rqatClJZNo6MHQzCmoqTy460LTsioCSpggbDAJzJ85zph75gYhpYqvc/K3RCg814TwCESH69ASkL/FOWY3OZsr5N8BlxLpCq0XDjqB1YaC1M2Yn5Xkck7oI+REPCDyTwIGVFO7UCAIxOo1Ki6HIdll5UWslmAy7rzX0rWzLeeOTxD44UpjaLK9889QVsXn91apSL/W9eJ0Ao7yPxfHaaFd5ttRzwH59B+X8QtxIDADCI7nhLAMBtJfLz1sYbQQJvdeovB2sI7JkBKLbLADAmYADh6b48JSzqS9J/TSNlGqmTH3nfqb/6/NXNmnz0nV4VFAmv5XY6ADxVTxCt47ZcluGpGgghBLTj8PeuxQiYkTAIIRmP1FUQhQCYGBnWEjoAt+U8NrHrLy5dNNjNy/cQCIZ+eG72a68XRer/3t2F4vwCO4+l0ESMvzlIqX/X+kWTzFmRdjrpV49Hzwd2K4V/drEWeux7RfQb8JV23bxOgaWpoVmHy8yL1B9ArjDhthyW/UuvJv0jRTj1a1s86QdgWwf16Yt6/eBKhZVaL+r13/4nP3PmS4vl4uolvXFgpfL8vjvYEfaXnTMZF0HSj1bdS2f41AeASokoipLMePGkxJhg9VdipFOOTxzPhapCUbnhF4hE+ldC6kc1aGGpMRhD/Dik980FAKC8xoFlboyt0aqbWspw6jXfp3AdZEdCS2CR+gNoVEFISJUenUF9mxfdR6fRqCbc5u/8+i8/9Yd/zjfums2lQLOm62mPEErdtEvYqHvdbaYcF0DSzPzqz33g9/7gP7MUuUH5N9BPpjJKkjSqdeJqmWy82px1jCXdJpILWK8dGNDtAsYWEqZhddpsDjgCGBzeaJor1Rfz6dlSHcBSsHBpT+7X//knPvlvft9XdUNL2fUtEk8+YieXdNsWBmGAUbPlF2XKWtvFkjAC611AYA0GgAhfsGj63vWn9KyYGw6XTb6ZcABAf4Eg2u8R7fNsyPnhD0ZnAnnQDhVbjk4LcwoacHiC/bkAKLqS+CgMCJfECIEsDtYz2tuFCiIQAth34hib1v23f/SfO6323nKLbfDqcAK2JfQ9EZxn8ONN5GMOyv+DeBMxAACD6I7vEQD8EKf+ctwMBnw/U385OAyYBoDtcogBmKkwi8iUcHcrAICZSf3m//zT83//zNMXXwPkVgDtLxDUtBNDOUYH8in1XVehPo0nKfNpIgpcBxD+nYTJAcmtABZmLK4ldMtpE0WZGB9lK09+6CdPf+6rfAtFBdC07If8eKW4xtaJKxsdC+6wOyOJXnlOCgq6CgEMIItvpGDfm/r3+dEUGYDEZ9g59Q8PwIcWbGvWMdjZiucyE8NaQhdvvGvHrnOQNX/4sjTye2iFv/OLU+bBlcpPPvHLZ05/6e+d6LfXMOvsfFsNXvXXVHgu4ikQolJQz/EZ1ysuDZkAmkLQbhhjE1bNhhqDwjg/ipT0iz4AIhO625uA6AaYUc6zlC9RYHMZiorcOOcFUQqQRL3sU+p0XMTi6LR57i4MARrVCJ9CC8yk+BwwQws0P5R+3/vec/o//zUA+B5GplBZg+9jeAIA2VqlhOz1M1eppVA82EgsmWq9XgaQIjGkMq329r/6pz/3pU99fsFwU06HAYAUiTUyGVTLaRJrEHd6zy6ruAZgrlQP3j/EyRBEXMCYFQCiLgEXsu30xPCdl+tsDUMOdn3LSI8AqNW3Hl3vIJdfDERChVrokQ8ftYprn7u6ygyASVD139kgbP38nqH/5Z9/4pu/+b+dyyePOdlA8GrorL4NhAZhDzhDshxQL9E/8ncYnVl6Ra2XM0yuAA9aKhHb7CwP2p3lR5d6nw2FgNQYQGkuLw/sUrARAoEBOHKAnLuPzqBrMCWa5ctDBYgCCfmwXeiFRk6bshcaLUzdc+LY3zzzrR/R9ZcurgF4RW8BENm/+B4Doan5y1Mje1c22ddpl9V8S8r/GACAd1IMAMAguuNNA4AfcOpfDChGpmkWCoXvn1nYjSNAAu235dXDEEiAwYByCWTnKeHufX0FdHx0+J7JEctuLL22DEUVDP4+A3se56ybQ9lWq+U0mj4hKlEUTe24Lr/Hsb2COyAhCgIMACDrK3UVjEGc9VVboT7BcCyuJeIiWXdbjut4PHsL2gLiFM53Z/9hEAAg8jzAbNldMoN3oUSS8l6g1rczcIsha/uIhxLLH31SfykoP9sOwza5wsThcufpoFh+qOyEnB+J/9M3wmK6bQE45KQpcFGvA/jww4/eeeLo//7JfwuxgWHW43o6lqp3GqlYCoCtgVIK10G7CT2hxhJUJb4jfcnVGDOE1hTFJySbyVj1hlT4RyTvD1EfEf/hwRlBGoAQsnZdlY1l0IDfkkiL5GqoUzWN9PVqy23YACL2ve0m2k3Ek0hl0aih3UA6i1weG9chbGU3l6FqJ9/zyFe/u1hipLJcHpU1uVCr+nSs7uRr7YzjegSaOe5W1i9laN3MpR2XAi3Vn77n3q3iKkuLaypUNZbSkmjUGrTjaZrmezP7D1SKa3Z9yyD6nGMw6o6wBL6VUsFQYWL28fd948lTkL5A39yVYR0AYS8QnndAE3ppHMmpycrzLzPOzyN2cskkaNTmHGOJGYQRHamMXd9697q7wA3CyKsP3fFjyaHX5xflD4wEYwCQGD7MFwxAza1ntTSiBmHS0HCf0v6zps+aHg855o7vfHMZIZlHXtlHk4dG/6XB7iIRZ2uCFJwCwQRw1ApAPNvdCpDo/vwlosw9viNnIrEHkblymb3T1RZ4ZWr0p/YV7j1+/2Zx5VtfOsfFPdkf8uhM75fkZb0F4G4nAWDvK1dqCN083rT6J4sBAHjnxAAADKJPvFEM8IOv+luWtbi4yPL+YrFoWdaJEyd+AK+74/ncNjDgmplAdjiYEiYSLwgAui2BmViFqvGaPTCRH2/Vtt1Ox3Z8xHR4Ljf6lZeTKdQsaDoAcyjTarWo77fbDgiJaZrne77nh21ql/ExaHcrQNF8+AAoMOSrtsJ/iAw3+EVSFP4WEJkM7vIKEMtdnYFeUhDHAIoKPiLcR4rkTWf/srbPESfD3oNM8RdbUn6SO2b/AF7dHdcS+mEnbRXXmNXXobJzQa9TgBjmwXLngl5no70Hy52L0WUiliW0wJYpANvK7L0LQG1ti2GDesD1T8dS1LZqqQQIgaYTQhQKr9MihNBYHJTC7QCUa/CrMXiuFotpehyEtDodnv0rSpT5AxAiCT92dWiCB/XtcJ0YWZbvTbI9WTLN4C5ajSHFNTPpq2ubAMIOAOtZuQ6yo5y5LuaDBbk/lcHmdaSyT/zKLzz1e3/A1yQNPmkwPInyKqEUhBxdqXYUYrRdhNkbvZTPsIeZiRGSylTXthpuM+V0GnrMU4jqU3kOOK7H4tWGrWuGliIIqD4BBnijAEA6DSzmU5D9xQRxSKVpjwCoq3Rm1+T14lXf9YT4z2ypzkZ7v7Ury6hBXQPECZ0mpiat4hpp1JDKHrNwVq8ilb3fIkwOSD7t50za9S4EBiA3Nv0N2wL9RIEkISAgbKzRcHQ4MonL54AlzVCImn0XBqiUqNcJ54OlSWKJNyN9+UZnaGUNAIQAUbQL0aP4yXWE5EPRHQBA5GyBe07czzDAS0+fYepA4ZWRWosv6y0Y5t2B+Vf+lZfEU98j/wcDAPBOCuXmmwxiEDvH1WLx6fl5AMdPnHhX4b4fGOeH4Q0GAObm5hA0BN6uMI3U3N49Hx+debcbv/nW378gZNd2e9frKyAE2RFePd2QOtfcKADcMoyF24Gms3vU2tq67XgNl2rER0fyiJWXmw3Ek1BVANZ2zel0ciO5RDIBSjudjgISj+ucAeK6AOB1wDsAPgAGAzzfpZRmfJUAVcXz4addn2X/h6ww866rkO+V503pJ8uPJOhBYh2xC5A3mLXonEXnym4gECRuzACwMKwuSLygW8/+5R3nyt5ckP0DmAtaAUyqiJ3k0rAmsn8h4EOB2XKHZf8U+OUPnphdsawzZyhwaMU6dPkKyycOrVgHLxfZLocuFw9dLpKeZWpbBxkusi1Iy3y9YcYSutty7is7MEwYJhPnSbWdugrbNLmgU6etUHighBBKCDoOXAdajNs++L4Cmkgbo6MjLafdcl2oMV7753l+UDgmUSQQBokkjbJZr23xdJ9IxCHDhDGEZi1woyOw1tGsbdcbAIaMZJiVVYN5iewIqpt8OR587eMBo7pRQzyZ0GOnP/dVxJMcFTRtpDJIZdCy2SnGXP+lkZTZ7p4tOVCqHSjxPP6nf+QBIUKa0pJqs+EFaWs6PZxRkk6zkTB5tR5AjToAkMp8c1fQKcqnuhZuMRiEMBxv1qJo1NgCbdTSNZutSdfspmWrmop2E6mM7TZs6jCyEIBH7KTtNgyiI560VcowAIAyUdeWlwHUMgaAsyZf+Lph1zLGGZOeMcP8+AGLPHBlgzZqD1jKA1c2QlM24Nl84tk7xm6W/QM9fLawbyCy3s1lbC5zxhRfc50n2WJjRo9hDJlKCZUS/zoGnBkwTOJ1iIRECWto5PIYnVGkJFt6oWX2RRQwXkaxBFA2r5Mw3Ue4ccAy4q8C0pP90+hDvDR/5lunv0CAR05+6N4T9xP+Z0IAEr5fAMDdl19lC3tfuSJfOcuyMIhB3FoMOgCD6BO30gF4e7n+8/PzDACwh6wJwJDA7RC3RUOAUlD/2u5pgKC6hdHp0HWVAK1GSIZhlS1VC2v8iqKpiqaQhAK75bhE5esBqGpAAQqnCAjo9OjwZs1uNVsAQEhcj3WaDZ+9nKpBIQohvuezSU1CiOizq0QTqtkPbXkXTZWRxClAQmkgqaYlOgNRXlAvKair2gxWd/c9aSAYuDXXsJ2ir4dXn4NLFP/gDF1IGqaipnjk8febhckr8wtXPvPF81MmgENOmpMKuP8XAKBnWRQXI3Rh6YSYZRgMc7gwWV3bCpRYAduqx3VPU0ksDoA6LTgtKGpg2gVCCHXaofGW58YUVdXUhx48+vTZi1C1QO1H4ex/9spEZPxSrt+3/A8JG8iVfiMXvhUKVFZBAbeD0WmUV8UwwPG5/cW1jaurGxjOo7KOdhPxRMD8aYapv7hio9No1FhnwByfMI1k8bUrGJlCswZE1DkJpYbj0VRW2Vg+WCMALuaN+0o255RXShR48PGfAvDdU3/zQj6LVEaeA/aSqWyrA6AdJ2bS2Gw0H7GTJBDiRKNmU8dIjxyxQuZY7wLYfHmp8aOf+p1PffLTQhuUmQmINJqXqHuCAnecOFKMu9968fV0yxVqoXUhNNSoyfbACAzChgoTbYe0VlaZQVi3IhC6fcEAPJdPPFhqsfNhry58wSDLgPZvC4RNoj4mJz1TwhHCvapRSTOUPxvIhtLN6yHXP2B/SeI/oWMXFf/dXO4e+e3SFBI6pNJmfLBYIiyFMwCbyy9NDd/jJMVpvzQ1ss9JBI2C7iSMAYAuz2BE/7RZeKBTVl08HJT/B/GGYgAABtEnbgwAbocxX0b9F7z/xcVFALcPAGBxm8EAoFqOyNTIRf1WHXoCAJ/6pRSEFPbs3ly+qsViibSxZrfRCOTYZQygqgAXG1UIGR8d3ipX3GaLqirxOkSP+z7l+T1RiNehlELTQX0QhVFKiKYDUIjqwwelCkjaQ11TABg+r5kRUewPIIGtEqPTRzB0NkIKClPMMPmODgSL7F8e0t2JlUGllHoxkvp3V4jBt9GCs3J7s38Ai7o9u2LxtaPTd5w4Ujhx5Mr8wpX5BY5n7Mohx7gwHINdOeSkAVwYjsG2ossGQC/odQCHmJTQ5vKFKfMQwxWb13nqb1swzMzEyM/82I+d+sLfIZgVrtc2vHgCMZ35fPkEtFXng7maTgihDH05TQYRx0fGk5pXyKWePnsRioLxPQHtJ8r7l6v+YiCkLwDo7gwAdoUXksd38wu//joAaDGYeWywGRUKcxzlFQBP/OLPzBe3nv7v89HKLCIAgI21EGkO2AsswL7yjXD2F8DwJCprpNWIZUYTro9GtU476fTIQctjQxRCYWl/qfa+J3/5lflzL8+fpcCL+SyABu0gmAP2GtWsR1oxjI2M2NUOGjXmB8zOKKTu7KwEKhbMwoQlxsEbNaQycxYW9cgC1wZNZWYtKrDlom7/1q/+w+LSyv995tt85LfHGxiSphCAI6XG4d8+SSql86e+xshCbCAYlfWz+cT9zhCYQRizBQCn8TBfMETHAMBgQI9OaE9bgLBnSf9neUyfOAwgU8gDyBby/IDRjavPnQO4JFq1uPb6/BIQyPioMZobZ5tFMAAQVQgFQGl0oldi4PQxCpCJ/ogykSjw4nAcwL5yiz28PJyAXdnnJMIdA5Qixz0n7r/n+P1bxZWXnj67JZmFybHLarYR/nB9j+O/GACAd1gMAMAgIvHUU0898cQTOwGAt4Xrb1mWqPTvFPPz83Nzc2/XHPCNgzkKf7FVvvmm39eg/rVdUwCgBylRZZ3zrWM6ELoXhco/noeUkaCumUlbVdvMGmtbViT1D1sBSbSaLMujWkzxPepTAur7vqIqAHynHSTPNJ4y2g1etVI9H/Gkx1sBqk+5QH6WavVgKiDt82L/Qcu7ZKro3xaI2AjM8rYAIVG2Pcu8eweCoxn8jVnZdLG/3Vgkegd85RMIj8X+s3l9aWrosGP82JO/dGV+4fPnL97wBLrjkDQQLC8fLDuc+i+V1XOFyQ8//Oipv/grgLPt652G16wCQCbH5jrgOrAtqBpSmVBPE4Dn/tzU6DOOU7h739Nf+yoUBUSBnsRwPpL3C26FnP13R7/yv1hfKaHTDrJ/hAAglUF6COvLAEUqg4SB8ipAjz92ojAxdpq9qeG8qEkHc8AZ3g1IGsjlsbUiZtyfOPnh4trm6a99i78KAJB0u9PWFB8043geoFBa17W0lgJoXUXaA4C620w7rpbQMxMjE9+9LCs8nhtPIp6U54BjoPk9d9ZeK9q0YxB9LhDrBCv2m7ekBGoWJpZfea0bMNzCAoC4aSRNIxwFvlZlRsIAlnQ7HAhOjwBcXCih07hp3HW5cS4wCDunV4+VmshNnNW372eCP5US5IHg6DAAhwGVEuTmAHZM7tmnRnqenT5xmOX9IqrFUq1YYrtwY+DRKfFstjCBjesYm+YIQTr+9jatFktWcW27uAZWs+deYEEaNDpNxV8l+0DlroJEEApr/4HTsPRU8GwwIvyi3rzXSTJ9oZf0JoB9TrK78M95ShQgL0+N3L2yRYCRwtTDJz8I4JnTX+zFAB7o5Fta/scAALzDYgAABhGJxx577Otf/3ovAHi7qv5i2PcGGIBt8/YOAd9K3CYNgWtDcWRyiKdQWYfrYEyy4RQYgFKoGm8RqCoUVaGerioTYyPHHzp2+r98iW/W3Qqg8DxQCkXhhCJAIeTQHdNLL74CBMKgRIHbVojidxySNAAoUDzqgVKicLEgAigkyOmp/+CWd8lUgdD8C7gRAAAwa/lLwzGRjnRl3gRYNAkU9SYZ/M58oVtJ/eXCf2/qTwAKyoYWCqNDH/n5D8l2v5Ln144p/g0i2IxCSAbZFoDf/ic/8+k/+2LI/wEoUPNbvP+jJ9RYQnFbXsfxAfg+YrpAjL/+Uz/5xWe+ZdXq21Tj877bmyAkAABB3bdrCBh9IVXf8j84e5s9b4oEjgbUIAqIsXKIVI15AxdXN/gR2OAvAdwOsiOCoM98ZAVJvTCVP/neR546/Xl+KPY5K2Tfhu0oxNbVezfqF/Jp/vGnsgAVBKG620S7OZRMZ+8sXLt06f71JoDn89n9pSqAF6RWQJrEmqm4qqnxaoMBAHZqfAI4l0eltJBPHXEywUIWlbVeJdDX9qXblr1/nYQ0ITNiJtDHYDiVAUAbteTUZMI0ll95LR2Ifs6W6swuQFz9paijcN1vTt95h1Vck3FIRksDnAVUc+sZx2OTwfLHfGYHX7BendAwwrbAhPhmyHn/9fnzkPN+aa9Qlof1NvlKF0ElXjQKdj16H1jfYGwaAMMA5099jQbF/igGiFKA+sGAyDaSUUDYQ+DbT0N0G0anmRcY24z22oZsXn95amSf0P7fvA7g4ZMfHClMbRVXnjn9RXnbt7z8jwEAeIfFAAAMIhKE8K+EwAAi9QfwrsJ9P+DzWVxcZFNNN8jvu/g/lmXdnq0AFrcXDBATkwIGdBwhdgFCwvw+pqPjaJqqqcrE2EhxdaOnFUD5ZkIskgkHAfA8eB3OKmFd8U4bRCGEED0OwKc042s1wl83w0TKCQGgQBEMInH6aZ+A84K6a/nwvVnLX2KzwsFK4nuzVvcP3dKw1jeJjxTvJb7QGy38826DbsMwex3KaHAO6Jf9v9HYAS10jxhmJkZgWzXueot6XPdUhft8NW24DhQ1nhsjitKqVgCg48D32eBs4a67AKxtVlqOA5XNhBAAcDtIZ6Xav5zZS5L/kYg+7uoAsGJ/WP6HSPRRrwBAo4aRaTSqYUZOUZgcLb76WjjLy+5rqSyadngBRGYMAEjosfzw0NX1Cn8Jirjng9Lpanuy1uooxCck7voAvZA3DjppVEoX88Z9ThqV0rPjccSTo6PjCZ0uX3k9nR7eb7nP6xw/31uqvpjPcgCQHk6amY2NFUI05sjLZDcfXXdJLr+o1wSt/0ipQYBz+dTRUhOgyOWpYMNXSj/65ONX5xevzi92XUpOSMunGKJYzKdmnQwqa7zGXykt5tNzjvGdjK2BaKph17cAGOmRsNvQYN4CxreMJgAuFgQMjafbDmlZNsMAorOzsy8YGH4jgDyfwDYQ8wAPRglCPaQgMhOk/tfnz1cXztdeDRzcevdi8wCyPH+o8Spl5GoMElTIFvIYnd51YnaoMMHWWMW1q/OLbOae7zI6LVfoA6JOBCcgGFWSN6BRABA8Jcv/d/9VyrTMy8MJBGQhdjXYYe85cf++48cAfPv0F5k60Pej/I8BAHiHxQAADCISMgB4e1N/BKX9ubm5GzcBZD1QAMVi8X+IbsDbzwuiFNS7tmsKLNsbnQYBKhsAxAAoFBUdltATRvdXqK+p6lR+9ORH3vfUvzvF87uYzjejFJoGz2dZeyymTU+MF6+tRMwB3A6/sWmapqg+Ib7vg9KYpvmuxxrlCogfpIUZX60pPBFXAuGytE/CwQAQ7nmMqDSQAAAQ1CD+cycbhM1alL1U3xR/0STyodj63h/NvhR/oL9BGHrsfpuW3Zv9M5HT87oN4LBj9Fk2cmwzsXyo3LkQLDMKEHsVpgTKx3831wHUUglKCHxPFPhjWsxrN6DHfc+Hw+dA0HGgqolEcmLXLp79y4m+ngiGfUXVnz2k4cPu6FnZBQDsSvioew54DQA6DkanUVnj8HJ4AuXSnokRq1bfjhmorMNpQU9wyyqnFY4BDE+iZaOyznhBQ4rXqlXbahy5cab+SRV1fyd1hVoPXK/RXP6Cbh8q2ZA+bulzp5fymczECIC18nZaS0KyBwbDABk0zOGU48YSep124m1aS8SySpKN/zK+Tf/KPcK8HKkMmxI2D9x9wpz43DN/j6Az0DUQvCgtROzAAACFE0debFovFtfrugograXqKgWQ9kg9OgYgfMFeuGf8Ez/3gU/9wV8COFpqsjEAUimdzSeFL9j9ztAZfRvMF4yn8gS5/HOS76+IbgzQbx7goSc/DuD6/Pnr8+e7lUDBnX179+JFejWGgOLP1wfTw5SPDtMIcX90OluYGCrkzcIEAwNWca34mb+ximtBlj/Vxe0BOFdHeHhFk3v+oj2DAZDwQA8AQIgBLuutfStbDF10jfyOGv6+48e++HLxgw8/8szv/mFX+X+4MDle6GND/kZjAADeUTEAAIOIxGOPPfbEE088/fTT50/9LVvztqT+LIS2T7FYvEFaPz8/zwaChTboD/Qsv7d4+xsCDAbMTKJWAQAtDrcNAKMzXA1Gi8FpddX7FYVQIK7rPqVup+P7PogCEniEEQWqwjRACcGemanV0ka77fC80PdA/cAcAFBUQhTqe6BUURRT08udNgFAiOGrDcIP6MNXKEAUMRLAgqWcoaRpP17QbLnDegIEESMwiS9El3Yu8DOyUG8Vn8WOqb+IzeXFKXOOjedGU38toWcmht2WU1sry1V82d/gvG4fZmYCwPmpocOBscB53T68YgGELR9iw8SjMxd0+9CKxdgFbDKYcf2TZiZpGpPnrj47pnugXO6TAFoMFERRKA3IzISgVecZiO8nzBEza6xtVqAgsFpm2X8cAP/cQ84Pg3lKiPd4iPHpG5T/gy0FBpABQDkYgRXnyYWAfFA88YsfnV944emFS90v4bS49CfvBhC06siNo1HLDw9VanUnlgSARo0kMyC4t4rrbkVJZShAGZUIOFgKVVyDoBS4NlsAUFvb2u+kXjDVer3M7IEbbhPt5rH1JoAX8lkCtOMk3qYkla36zWzLBcDmZUVwX14tZasUTJMnWGDPToyNALDXekoGO5N/hB3Ykm4npiY/8fjH/j+/++8BpANDACDsipBUxnYbtN3MpEdst/HotVrho+/9+srLd373tQXelMC5fPJYqSkTftjymXzigZDiPwFADARDtgUAUCk9m088GKKFMI+fPnF45sTs8vzS9fkLfaaBQ82fWGS9FF0l9q4H0gKDAYH02Og0BYYKExR0z4k5kyGB584unP4KT8E5DCColKjniLcSUoAiA8Q89adC3md0mkozvjTy38ipXp4aYewgDqC7mh7A5eFEQnN/7dd+qVS8Xvx////kp75H8y8Wg+z/nRYDADCISDz11FPz8/Pz8/M/XXj4bRT56Q1W3e9N7lmXgD0l6wL9jxVvPwwA4HvXZiYAoFYJb0zcR4wAFE3uXQpVBaXwPRDoelwhpO041Pe5ErwbJK+aRjyfUh8Euq5PjY9eX13vdJiZlB9JxAkJ1WYIiesxN6ikpjw0gsnL/ZZ7ZlRPu92dbgLYMdVgybzvg/mFmQoU9XC5IyeYS6bCpEVFpi67g2GnDB5YMkkviQi3kv0H23BG0LAGgAZ2v7nCBMv+mXgR84iddQwq5cs8Nq+fnxo67BishCkt0/NT5iEhJQQguiOXAAIe//mf/S/PnlvZ3Ir85rsdaDGiKtTzQYhC4XsOz7GcFoBE1vR96rgOSNBjIQQxHSBR0U8OxIKcUDxEd8bfHb1ireCTAJ02xncBQamYnXYuD0q5tcXIJABsrQB44p//6u//h1PbdoORZ1BZ56K3ohvQrKHdRCKF3ATKqwAiAAAAoHlUo7RDPVERTzvhZ3qwZHcBgPc++cuvzJ/74gsv7y/VAJwZT6TTw7RRE0JAAPaXqi/ms+04MUcmmysrddpBPGk4XmgJHJD4jzrZcybtysvFgnHnHgD2a1e7nwrixgPBZixuTAyzMYC6rqYdb65UX8ynZ4OJ5NlS/VtRfVIIFtDKKj+lRg2pLAEfAzhmkbP6tjAIeyCs9/NhAPbgAUkANPJRR5P4h578+PL8UlD4J5DGi3nwGv8OM8TsU+lZ7FPCF8X4gJoPME9fCoC1AvacmDPTHlhP4OmFSnGNSYgSr9Nd7++GAVT8PD0/rMO29jupwBpMYhBFz+cG70h0Di/rTRi5feXWSGFq1rUvzD8rNhnwfwbx5mIAAAbRHYSQJ5988oknnvjdx/7p230uYRQDPpKs/c+Wd8IG/8PF7cIL8t1rM5O7rq1cM5MAIlPCTpvX+BWF5/GUKrGYpipOu0NAKWMKeV5I3OetAAqQRDqttBoNzwel8H0QwvUcuTsBIeA+wYqqTI6MrFcs3/UA3L/lvmBqdU2Rs//7rHAyWCQWh8qdCybP5oVFAPoloRGR0B3ye0TJQuglEbGVN2sODNmNbSP0eKK2BcNk2f+dz0tzjZyfABLohzAYICRBOflnOBYu6zYC9c8LfDkNELZMwdU/63GdptO+14OdWOFfcP8oFYyLWDylaiqv/YvMnhBoOgiBIk36ys826/A9eB1kR7qnAnqjL0dIaPh0pXO5cd5BolRyDubbFCZGm1a51AxaQyyNJgTtJsxxNKtoM4n6cSTSrJmQ0GNxPbatD8U2rrsKUXITqWqNNKoE9KBjXDQVu76VJjGksvX6FoCH1ts0l7+k1+8r2ciNv5R1MxMjk9+9LJ/H8/kMJCVQljQfKNWWg15BnXYMEmNvcK5Uj5gk5yYY1DmXT4qKu1h4/Od/llZKp7/yDWlcuNs3QGAJsTDrGEsmEQu1+pZBdJLK1Opbj653aEATWgqQwDO7sowFhHjS8EgzqebiyZZlMyzBmhIZT+kaA6i5dT4fLA8DAKRfvZ8Az+rbSGW6hgGmTxy+/tm/E5vt8OXoF5vLUX2e7sWenDvk51DIOj/cE4ACqJTMXSN7jh9BIMBqLW9eWQp0eDaXxR8S4bX/EAZQwAd9Xm/AMA+UnUjnAfC71EXDxa7vPIms59PDZQDu6NSkZP2Lt2j8FwMA8M6LAQAYRJ947LHHAHz961+/3TAApES/ywvshyne/oZAFwwYm4ncRTtt+D4IoMbgtNid2hzOtep1x3EoDQx3glYAUVUqpoQVNRGPt1st6nsAUVSFUlDfj7DGg4GBRCIBgPq+03E5+5/6AEJRIBFCHUieDI5iALDU2fdmI8CAAFga1nqT+K4Uv1c8FLeQ+ncF2/5i1jEmhj/y8LsXTn2Zn4W4vpvXATBVUMIPdXPNHzlC/R/bAkAZ3V9RoMb4hel0AECLEUWhnTaJxYlPfVB+Fp4LIEb9qTHzxPF3n/7Cfw1zVE3neT8COzb2X8pYQ0GDyGnxXYZGdsz+d8ruJFdX5PJ8IDgWh8m43UGiRSmX+gGfAy5MjFp2w6o1+JUUc8DhNwrcwYpweLBnYvTq2iaIMmG3sy23o5Jcs5NyvAv59MFSHcB3xnUjPUIbVVa2Z0R/UXrX/HZmYqRSXGWWwHIyd2Y8mSIxksrU62UA6fTwB+dmv7ny6vLKBtpNI1DbzBB9zskssiS+1OjbChGX4qXd2seOHDz/+YXIJYoG7fMwWJfLz3346B//97+PqQZt1Oq6ynx/04EnQDrwBatLvmCKpv6vv/WJT33y04A8lpAljeoxJ3vWvLFB2Dp7P8/egkHY9InDM7MT333yz+TNbgkDVErhkIDQ5xErRUIvbzw6I3P0WW0+xAMq/+sWQ8NDhYnC8SPmA8cAWMW1K/MLzJCBNRDEGfoy7390+qJeP7BSASjtUQ1ir/ji1Mi9TlIc5/LU8D4nCUCY+nW997Apa9Xk9W9V+R8DAPDOiwEAGET/YFygJ5544sxTf/F2n0sYctJ/m6v9fO9x28CACdQsgE+8AYDnhkpBQi0UgKppBL7nAtC0mAOCjhPkYYrUHieJRNxxHN/zwejnCvF9GkzTBYkQ8wJWFD2RcBwHAPH8tIe6CoCTgnj0DPsCOGj5F6VWQOgTLOmEQk6vfQ+BOxh2KPB38YXYXn31hcSOgvMjpodzhYlF3f7I3XcunP6ydFX5TZ/va1dmHWOn1L9rWuB8z2a2Cp+6WV+1VeK5HKFxFSYAnQ4BJYRAj6vtZkck9zxoTNOnMrHVrW0nluDXVdMAwun+JGD+yOV/kf37LgwT25thAjM0GlhQB7Fj4T8IIQC68TpPKwGkhyIAAEB5Db4LoHDgIC2vXV3dQC4PUGkOOINGjc8BU4rhCX6e1noik52YmSmubZLKehb63FrVI8RRFN3zISVbFwLTrrqu8UnfgJDWVjq03Up0IMr8YscX8hmkMpwLFE+mtWTSzCR0Wimu1hIxxaesyp4Jcm72EkdCen00cnkAL+3WSCpz94uVBb0qJoPDha4+gLQgBoI/vH9f4cQcG+rt8iCjQF2laY8AYDPBzBV4NJWMm8ad331NfGxsDICdlRgIJswXLDAICwaCiaj3dxmEcWAQGIQx9v+nP/nvuoaGbwIAxBdGnhIGHxKgkdHhadqzMe12/hITw5ovTRLLPgDm/ccKJ46whkAvDBAzADKxRxyfjk5Beq0XhuMA7i3z3/YXh+OwrXsYHgAlwuS7J/ZajoXwjnDoxIO/8MRvnHrqUztt/4ZiAADeaTEAAIPYMebn5x977DH2DblNWgE3ngb+oYy3HwYgQALTeSQzoBTbmwAwNIqOw2vAvgdBL1EVjRDfc0GU8fGxtdIGfI8l+lAUbhQAxON6x/N932esfUXTfJ/yLREt3LIdKS//D8fi2wHkSFM14hcGwPcOCmqQXETrMQqIrJTXS3Cib4Ff5Pc02IsAsxalwHnpKbmFP1t22YJZmJh7/P1WcW3h1Fewubw0Zc46aZY/7JTus2kBttw33e96qqpRhRKPuvxNsCvpce18oiiEwG+3Y/A91/M15swQ0jbGzeGUaSyvbbj1KpIGz/7ZXC+z+iLSYQlBqxmeRNKI8P7Z94SFOdb3tHmsv87VSCHL/wOgqFthhyQ9FJZZyyVOHvO9wuT4yfc9+tSf/BeYeVTWQAFFQdLgubUTuBzk8rBKAEG7mchP5xNK8fVrik8Tajzu+QcDwRxIiRr7Cl7MGwAOOunACTh9yVRandrYyEit6qBRq9NOOj18wPKeDxyCAfp8PssvRCqjJfR6vRxvU6Sy1fb2kEcAglSGSBa8tq4alnW0pgnmj8x3v3xvDoC9Vr4lF7BAvF+eIkiYRtw0Ct99lUn+zzqG7BYsLzCOEIknDS3V9Gq5kcn9RXtBrx11srIvGFs4q1ePlVoklz8TGIQRrtHJRf3lej+AByyFTQOzh9kjh/c//p7vPvlnz/bRCd15iKRXC0ieEuaaP/JKjYLLg0YoQNEWgVykD5YJBUUEBtxfCGaFi/MLV+YXESX2BB3MbhVRCsp6FOxLwsr/AF7Um+yhYP2Jd9SbnI1K5f9fePI3fuGJX4ek2f29xCD7fwfGAAAM4lbjNsEA79h4+5EApdeyOtJZCGfZ0Wl4LtfeBkUrUAJRFJ7WK0TXddMcWltdAwBCiKLQAAOAkIAdBGYfpiiK77nBDVq67xMCQjRCXN8HkEjERzKZlU2uZy9rg/YIBOGQ5V8w1S6ZIHlKmKfUwkCgu8Dvgxe6KZU6BgQ4XHYByj0HEDUpk1J/sVw4MVc4ccQqri2e+spixCAszP7ldJ89RDAczEhBS7oNIxcqhErL9aGcRygASuVZRNZ+4ak/AJWonr3ts6I+aws4TSbKlDdHtjuO63mu54EQqFpQ9Vf4NeC1fwUEkdQfIvsPLgB7MWuDP9Ri3Ha6b3Cj3ywMU2ZS8KhbPJVnVDQmBkqDRAs4+d5HAJz+yjeCtI1yVhILAQAIQb2KdAYgQ0bSNNKvX70GiiFwXaZDpToAKjTspRzuYt6IDgFj5aG7a1XHLW9B6g+Icj44DMAL+cyBUi1XmPx6zNddlaEFg8RsXXvETpJK6VvjMUEKYiZcYg74GOfTgwKHH38vgFOf+2rENniHgeDesN2GqajpieHt4tqsBHW6ggJL+TSbD67rquF4jZQ+PjEp1Id28gUTC8Ig7AGLs8XYe3jO9NGoBeygUORn/+PvAfDCqb8F6wkAED5iACJfqSCiDgORiM4DQMCAQGeTf4KBRA9FlCZUKcHriJV+IHrF6D1k87oABrn772eSQXI3wN9cRvTrKyMBgS6enxo+sFIWZKEX9Oa9K/ynrNvuAJHR4Rmr0QqkP1n2/4kjH3xL2P8YAIB3ZAwAwCDeQAwwwNsetwsMMLKcFwTZyIai44ARe8BhACEkrsdAlLbjUCESCq7eCIAohLLJTkpBQFSN8rYADSvTwaCqAuLx8WIU9uxeW99sNxsgSogBginhuqY8tOleNBUC2CoMytN6eUq4bwfAbLQtMbC7E18oSM1ZCN8xwflh53247Ipllv0X5xeK84uCF9QdtiWyZAYM+PqAEkBHp4k0KLwUKIR+e3/BdVugFFqse5SCXWNNBaASNZdMbNVsz3X4aTHBH88FECeUpDI92X9wNOa0ID4RAmyuAICRQzINBIwgFl3cDYEYG9Wow1e/bcDYPiIoT/jcDsZmUF4LCFNhjfWJkx8urm1GAUBw6YgCpwVzjHOBOBLA8bkDxbWNa8XXKTCUGqGNqk07Bokdcgw2P33QMQDKdFR7ZUCHC5P3P/6Bv33yjy/lg8ybOQTXy2kSA1DXtZRVPlAjJJenlRIBVh/aVymuAgjmgAGQuVJ9KWAZCVpOy2snVN4PYRiAA4BK6fypr53LJ4VbsDwQzBbmnAwqpcXoAgX9ZqycG5k0Joavv/RiOm4ybVAhEsoWFnWbidWyBeYLNppKJqYmreKagBm9GIANAe9gEBbI70qmZmyBANlCnpX/w09bzA2HIX2Z+pkA3DRodLGb88PWqMGfpNcJtqEYnREYgIojbV4Xy6YEAxZOfYUd8/zUEILvD5VsBxAAiZ6zikYgABCJzWUXfj5w/vrXX/+zwyce/J3HPv5Wsf8xAADvyBgAgEG84RjAgLc9bgcYEJkSFuMBLFhtWCGIxdFuAlA0bXx0xKpUfN93nA7zFOP+wZ7HB1JdF0BYZubJd5B0srFjlpKyCjdRFI1L9PgUcV33fep3Oj5BxlfrCgX1fRJ4CRPF8IPjiLghBYhX36MFfkRTfzl2gAeEAHOPv98sTBTnFz5//qJgDMsR2gYDghQU+S8fDjZnnfSSbs+ubC9NDc06xpJuV1MJysX4wfWUVEbaoYl43OmwhIaMpdMNq2ZrAR1fIkmPa2qVUgCu57l6EooCooTZPxFqPyFTCIQEsIRgbCZC1ujL3LYtPrYbAgBBkpK2AdCoYmxXuHLjGnMqQC7PhSApE/pcY+lcYf99Jx/c+9Spz0qQIGrEJDykBQAA8iPmr3z4x3/v9/+kkcmmHZcAtq6JvJbzZ9BtBSDO9a4TR+86ceRvn/xjAAwDHHBSz+sNxgUCUK+X+dxw0BP47V/9n16dP/eFF16u044o+RtEZ3qg3H7LyS6YshIoQaN6zMkCOPThOQDnT30N4VULL91CPnWk1GALwhKYLYDX9VMAhgoTm6ulmGqgH3GIfwhSfs9mFWb23nmcks+/cFnAjC4ukBgIvt8ZOmNSNgf8HDcIM+V6/3PCNQwAcEAq/wM3KO0TmTX0hrJ/6XKFixFyDiuxBxbCMnGINZLkjJxf9mhaPxSQgorzC587fxHA4XKHSt/CCNIIjkS710Sja3wZmH7l5RZcQfv5ALnnrRL/YTEAAO/AGACAQbyZGGCA2yHeftlQYSJWrQA0EAuiAAL/4MhNLBHXzUza2q4C8H3f8Sg3BQMClg0ACp8GRHNRwhbHkdoCwXNEIdSnIEQRPB+A+PCD8ljGRV3jTxm8RUAOWh6Aizxr59whNi7MSDUyiZ9Rg2459ReJO+44MVc4cQTAH/7pZ9sWTyJFowDRMYMl3Z4Viv6jkgODeAm7Uh/KufDhe8TtIJ6k1Ifn8qQfQVqvqDEtpsZijtNmv/Bpx7N1TUpaEGxMYtSfvqOwcvWq47r8UOZomPFz0r8SFvhFfs8AgPg4hFxsLwCorPNr2WljfHeU0xEFREz+vwsAAEhmkM5i8zpocGVYUjUyVZgYpVsrV9c2kctzszA2xMleVMjRIgQASjKj1iuf+MnjX/vLvxuvdy7k0/yExMBxQGsRVgB1XUtblftqhNWwH3j8AwBOfeUb95Vq8hV9PmgIhEPDbhNA2nFzhcmmZe99afVinus72bqWkVJtAEhljl5ZByCY9GeDodtDj78XEgCASEZzeYAPBAPdRsIMAwi0UHzorrZl37MOpg3axSCijRqRFoQvWFNxck7zXntoMbAfJpV1ACQo55/LJ4+VWoh+rgR4jhuEEb6xNBAM4MfNyQOi/H/j5J693E7P7hSB5o90ucJF+VOT8nsarumS7Y/AAN4KgNRsKnzspwonjvzx//Xnd557TWwcwaObyxR4fip3wEkJfv8LU8P7V8o9Zxi+KIDhwuS//n/94r987OMs+//zp/7dnz/56bdQ/IfFAAC8A2MAAAbxJmOAAW6feJsbAhwGTKFWDulA7CYrYICmo+MAFL5fKOxeXr6uqarjOOP5/Prmlt8JEmtF5XPAnkcUhSoq4wXxsj1RBFOI1+OpD0pBFJWoHvVAKVGVqbHx1c1NVvXXdX3ESG9vbTWpgoAgdFAyEBBvYicDARb9ato8duIF3XHiCABG+2F1wWAbudhv9DkiHw4On2Jooa7CI5T/YvtepB4f/BvTdEUh//Kf/Ny/+eP/1O64is+HAbxeKjWlIDDTqVbdTpjD1uoyAGpvk4wJczyg/bCkXyr/dyX3RMHmMoQW0Oj0ztk/RLba/3KuX5XmgEMZlgg1qE9QvdMczk+slbcBoM4SdwpIdHwxDtFxOBeIQqfu2MhIbW3rYMkmwIW8QRhto1K6mE8DOOgYF3S7Tjvp9AgAZgWQTg/fZ/mX9PrwgX0fmps99Rd/BeC+Ui14ezyeFz0BU627TbSb6fRwZmJk41rx/mUbwKV88OGmsuEccCpjuw0xByzEdlhyfOi3/xEqpQunviaNKIAGejULZnC15Dlghze15koNloPOPf7+zyxc3Pu6g0ppMZ+ecwxUSkv59Gx0gT31zViZzQHX25aaNhKuxqCCECCSVUEBHHOGzurbAO53hs7o22wM4Dl9+wHHlD9yMROcymo/+2M/8cKpv31W336w1NoxuedvlnT7gt042F5cDHRGrKSgXMEsSv2ngWxoNMsnAQzobgWgHwww7z8291OHASyc/kqluCpNGHPIIYbI2b7P640DTooj4P7+AADwncpzv/PYx3/hid84fOLBD5B72Mq3tvyPAQB4R8YAAAzizccAA9xWcVvAgF1TqFYwOh3exRzRCvABwKcAFdpBRFHjug6g7TjUdaEo0GLEdSnrDKixuB5rt9uROi5fJhwPcGoQIURB8HOmEtWnnqooqqb+0/f+xBcXl9gpdFoOgNpaMHInOYhFqEHAIcsTuuxiSvgwHwjm0a3b43uHLZ9IqT+AP/zTz7YsziCXeUGhPgnPTngasDQcqys+bdUNPVPVKPVcQohKNBcM6hCebBBFGvMlAGIxXdXUibHhTsvptNrrtg1KVd/3FQWEUM+V0A4FYKiaG4v5Pp3KjxRXSrC3+RvrdDA+E6r9RLL/8OXCMQPWGdhaCU9mLACBYeoPLtApnXB3rF8FgFice/2GQUHBnb/kaddGlS0XJkYr66VtXw3eWfCPsAJIZbB5HUkDABikBHTfHRkZqa9tsdL+oVoUTQUvfSHI1Ou6BoAV9RsxMjM9US6u1t2msAoWMIDFpXzmgJMildKlDOpmLu24mYmRja2tRAcIpo0v8oR7XbbgDeeAUxkAxyxyVq8ilX38I+/9q//+3+rVTrAmc5SPB0hEIDPsANhug3kOsIVHOiNLeu3D+/cVPvreT33y00wbdFG35wKR0Fl5IYjFfBpAI6Gpesw0zM1aTWYNMV8ww1Ns1cfNDcIUmcr/XD7xG//q17/z5J+RwBcMEf2fcEtgZ1+waI0/sgsCzpgINcavlFACBYiqySspurk3Isvv2woQG4j0nZsGFCauPL1wZX4BCD2GL+h1GObBMn+hS8MxAPeVO3LbgfQo/1DgO5Xn2LLI/gfl/0G8JTEAAIP4XmMAA26reNthwLWhODI5xJPhXbTdjFS1RKrN6v0EACbyeatSYT5ipharu55D2cQwSSQSrWZTlOFAwccABGWIByGEgPDfNBVEmAYAGIrpsURcS+ixhBC8R8fxALSs2r0r9YumwvK/Q5YnTQkrYVIYDAlEXAUk/c1ENgngVx7/GACruFoprn0+KPxzbR/fQzBPDISeX6zYvzQcY2frwacIdGzCyQSlh7kAACr1iKZrenxibPihrPk3559vqcTjokWSFhDnwfPUX0voLY8mEnHLtkFFck9QWUdMx3A+zP4jhX/RbSAA0KrDaSE7Giq1bF4P4EEwXsyC127pjVop61clyX+zmy9dKXFfudFpVNZ4EXdkqhD3qO9ddWIARXmVvxYFKqVuKwBzDHoC1gahlBKi+y4T8WReXT/SMcFStCA7l79boQyoqQDQ/Hb2zkK5uMpHfoPx3wfXW8jlL+kNwQti75YNCYQAIJWtu40fubatAOfz6dlSgwC9o8BBLZ/Yqm94ijGRq25bSpMCVGbtH7GiBCpwFaPFfIrNFcigIjE1mTAN6/mX+3J+AI4fZAzATuw3/9Vv/IdTn2mtrAqP4agSESEBaUpO+gFZI6j2gDMkqPzZQv7Ab3+cA4AeXzDxXqQvD7oxgFzjRwCk+1KJuMB/jFP8IbH8A+o/W3njLH8nGBCOnAdHmDv5foEBaOAFdlG3D65YNNj3kl6/b6XSo1nE4YT0oeLblefOzz/7Lx/7uNhsUP4fxFsSAwAwiLcgBhjgNozi2qZl198eJEDptZkJAIinAIrKBgwTngtCoKjwOvD9gLMSEz5iiWTSdzuu6wLQ9PhwzlxbWwf1Aaon0k67BeozYg8DAIQgPz6W9dzLG2X2onxKmImQUp+/nO+D+oQoGapVFU+lIAoBUVWNi2NOjI8CgO+5LX4mnZbTsmxbIwAMP+C+9zMQSJgGgKRpADj5oZ88/bmvNi3bbTmuI20cRFVlPRDv3Vt4ZizmwoPva47jJVPUZ/wljVIxPQhpjBBAmP8QRdUUZXqKpzjXVzd+5p59f3P+kq0R9k7Bsv+u3UEAmEaKp/41W6wEATSdZ9h1C7mJYAYjyPtFii9ysGYdvgsm6zQ0Gj61cT2iLxShbdwQAACwK+GyjAHKa+GyeEcUAC1MjJ587yNPff7bgTYoRW6cWwSwBpG4dKwD0KwRn2o+9fTYZNaorW0Jkg9BOPIL4FB06vdi3jjopJmf1Ouze375l37hb3/zk8+Ox8ORX04Q8i7pfPQ22hMgZ2cMAIlYFo0qmwM+ZPkXdBsgc6U6glQ7TKwRMd81C/nWymrLUYCw+4FG7aiTpQikUcUVAgAs5gMxq6BtoiV0Y2KYaVZiJwOB4KsrwwBmgLV46iuiLcb+WcinjpaaBGDeBQRAbgKV0tmoL9hz+jZAHnCGAouAPBv/ff7U34pDCV8wYKeRgOBbuHONv2eXPiG+Pdi83pPoh9R/wov3YkIl2FBSAaKjM/JTVDrCiwemf+XXfvHKZ/6GYQBp/67xAwr0Uf+koKyr0IE/HrQQWbzl5X8MAMA7NQYAYBBvTQwwwO0Zb2ND4NpQHBkTFGjYcB0AyI5AUcGke5w2PA8K4aqg3EeMQlEV+NSnRFF2z0ytlDacVpMJ/qiEdJw2QIiiUkLguVxLNKSjIJxVZQAAAWeGp7NBZT3wplWJShQlq8ViuqYldACxhL62WQEAosB3hfK902rsnp48+ZH3nf7C38H3GAZY2yiPZgzGLCrbdipInuoxVXgV1xWfHcQjVKXE9VnNkkAhHAgJYg92rPSDUqIoRFEA7J4cX9useK5nKFqn1QYQavsI8BAx36WGqgBw9YTv01QqYdXsMPUHgRbj2T9bFY/3z/7ZYZtBXigAAAtzLDzmxjLGdqH75nIzAMBOnXkCjO0GAgFQBmZYaZ8lfKPToBRbK8eP3HfisR996vf+IPKWJf3T8NipDADSqBFKU443emDf1cuXM654igCo17eEiCfjBdFc/qJe75IBZRPAz536MiQ2vzz1K/GCOOP/vpL9wOMf+C8Llxj9rC4rDjncS44N7LLJWgIiUmo2B/zokyf/7R/85VEnC+6/m6WV0rl8kq2RiUBdF51LggKLeu341N65x9//qU9+etYxlkxCG7W56EKtvpVJjwDgC6wh4BgvjSNuGoXL9hK3DMuIgeAFvXa01CS5/Dm9eqzUPJtPHiu1CHAmn2C+YGf07QdKLQYMCHiC/iNPfnx5fml5/jzE5yRbQWOnPJ7IBwlDqvH32ysSNPqvlOJLa+UJ4BAk0HDjwEkAAEZnulL8xWGV2tZHHn60cOLIlfmFK5/5m+gfZ9eZBE/1mgAAk6+81EDEjvAtL/9jAADeqTEAAIN4K2MAA27PeNtgAKXXzAQyOWwHtPux6fC+57TCLWN6aCylKLzcTqDrukIUx3Eoq2qrGjoOy01DahDQJ+sV6b6cdzLOOiHSfZ9kPVKNkWyH71hTaYZqNZU99AFQKIQQjcD1XEpUgDIWE1G1YKaQBPYFrkpUomgufHjuEPSqRiml8D1e3fe9MEv2vVDVVD5JudKvavncEEMmry+vqIqaS8TX63X4nkpUAB4CFj47CC97R6r++exQ0jTW1jcTyaRVb8CnwTMEms6xGVvVlfpLJwMArUZ4VM+FkQO67H7HwyP3ubPcFAAElexOG2O7w6o20/1kn+bmMqeUJA1srUzMzABYW14Oji/+Dau0HMKZY6iU0HGM1DCAkbH0yrXrSU+p69qDdpwAF/U66wYQ5skFGOmRg5YnWwGwF3jPk//41fmFV+fPsVcTGOA+J3XJVOv1smgLpEnsPid9Sa8DePz9Pwrg1Fe+wS8hUxmqbxlERypTdxu03Xx3Z2RRrwE4WmoiSKmRy5/Vq7/5q//wm5/66jm9ejRYc6zUpEHpHaDndlYCZQvsipx48heL84vF+YW+l38xn5ZtgIUkaAPtqcIeq7gma6T2BCEyBShqEPaApTynbyOVedBSsoX8gcff8x0h/y/phD6rbwOI+gCI7wZHCCQ3scMJ3FJ0AQBEE3HIX53ANhgAlZSOA5AgYQCEpsKLeg2GyWb9mfvHlfmFK/MLlMvmRg/SuxzaqmDvK69tIGK3V0azA69QKOwpFG71Dd9CDADAOzMGAGAQb3EMMMBtG28jDAD1r+2evgkM0OO8LQCmP8OmBbiJFfX9eEwDUUxziFODCGKxRKfTDgXgFSYT5I+Yua1qjWsEIQAGlIbpbDhNGwwTc3KRwgR2iKJSUJ6js/CDlgKBdCgCKnJ6RYw0BEO6hJ+VHwwuQ+QMBKDSGp6nEkI0Ren4VFGIHotNjOZWNypD8Tgb7W2qxGPdfyGLFMn1aXQB+azJ6ElWrW7V6wgEV3uq/tgh+0e4LLJ/ACkD0tMgJHT8JQEMoHK6L99ldsAAgfkuAJh5bLwOTQcQmQmmFBJLB41qHwAg51ddvRQCQvnHOTM1zgAAe+a+kk0Crj+kCj0kJVAAB0t2jluA/ceu02dlfgDP7jKZ/H9XTyAzMQKgsHQVwIW8ccgxSKX07V1DjJ1vU4eV3vv5+xLNbxl37tkullgyTRFhAfVZCIr0vQtDhYkTU3s//8w3KTDnGIu8oh8slOqLoShqeFgtodtuI+Fq6DIKkMCArdIuIzA+Chx9SIC4afzTx3/mO5IAqCjq958HQBcpqK/TxK1GhM+zUwdAfHUCDCC6AejaMuD9iw0W9NrcyjYFbx3cEWKARQqKzesXpoYOMY0vyR+gOw8bnabA0CuXulY/Onf/pomrxWKxWHwLYcAAALwzo2fofhCD+N7iX3z9j97uUxhE/zCN1P+/vT+Pj+M673zh3+ml0F1d1agGQBS4gGxIFLWRWElaliyJ8qLFk4nlcTyTiW9G9DKJZxJfJ3MzM3kz917Rd+4nN8knc8dOMonHWUxNxnnfjOOx4yy2nMSi5FixRIJYCFGWtQASSAIFAuxCL9Xd1ct5/zhV1dULwJ3Ynu9HNg+qq6pPF0Di95zzPL9ncO+ezyT3/XTXrgfLbZe/4EbBGALB3tk5tHeivQMQmeJuOrHbm8nxC4q6koIFEJEBVKvVKudcakMgaJfLl1Kp5K6eZO8OSZIqvBIMBKOcIcAQCIZCIS2hIRhaymQCASZFZASCYHCkthD9zIsHADBw1OIEiKpZDs5FUj44mlayfWK0JtyFqPCSjpjPoge1PBlf81oxpXAoHA6FA6EQWDAQCiV3bW9raytVqgB4tVrI52fPzZft0kImkypa2RAq8E2JMd/MUUsiAtfj2v+yfyC5e1dUU8xMbuaCYVp5VJ2ptVD/UgRtEWc7wj2ppv4LVk39RxUnmb5Ox3No26Btc74yF5BJ+Z7V5daYUkZd+kdCd+5dtiHV/5QyQFZdYZoG8NhD7wZElTkQjSMad+LJhI6E7kR3Ll05O1Ct6pliW7kKoFp2rPdzvPRydxsH9htZsdIfs8uiTUTt5nI8x0tOhJDQX2kYuNk+AA7PmkKCe2EDgBwvAWCy+oPuNgAH7NiUlAVw/+yyOFlhbm26MPARA2cbii+3tYnnmFEV8RiyqiK+BVnVmUDdQFbHtdaDSqDt7+Zns1KQyeqExnJSkMnquMZyUhDAuB4bNHIi+3/A5APT82JQvrSkd7R/aHAAVkaxK4MmYGXek5WHpg1YmSETsDJKJjtsAlZazWRHTCYGANRM9pDJAKiZnGgMHKgW0jNG7fsuvlni6TUbAQmboPrTrpnmn0VWf5A1jLt2iswc5/jiedf306VrV8MJgxeWnS8Xz7PF89MnxmdOjPUdGeo7MhgAO7MviVbX+v7iOffZ98Z0w1QHk/timroH6kPJAw8fOQJgYnzcNM2r+PytIPW/ZaEAgLjx/NJzX6IwYD0jIoFbHwb0npvvnZ1De0fvch4Xz9XCAClSFwZEZUe3lWwEg2ABgKFUKth2lXO7VJlfMueXzH/+jx/d3bOtd0d3e0/Xz/3Y43FJKlcqy+ayxBk4qlVuFwuBYKAme0Nuzy8HbwHeHXP/urXbcAB+4e4KffcTuS+1XJH0r+4zBINgjAUCgXBYRCOBQCAYClZ4lQMswLoikZnzRqFYFBGL2Jut8ErV23Co+uQ+8yf919SIHtee/vmPRzXl79NLZiY3c2HBtAoAc8xSwRBqA1BT/470Z3WPpTZ/VrfwH43VPb+GTwpA2+ZcXVunvwL17+FXeHLcSSDJmS0uKVpOHXbKeOzAbQAgq8hnkE871xYLjnAHwAIIMKlcrTC2M13Ykc7vn1s++sRDaIt6VbYxFn5FVxy3H1fK75++sH/6AtqikOPOJ5LV8e2d4tVX+ra/ogUAvKIrNV9/AMC9RlbEA/ea1f1mFcU82qLhjk770hKAqb4d4omd0WMABnyCWwhrxa74JDWDlWkvFp968nEGqEJkA0omO+IOhB+okskOuQMnqKiw5sHC/FwoIon0HgDeAECW20xWv98bH1crosk0RKuKlDFg5I7+1EeRWnAqg1PGoGEhZXBgyLCQMoaM/LCRR8oYdgeiNdjB6YWDRoGnjEPTC4eMPFLGoemLoYiUHpusfdPrl8APm4HD0xdrbRwAAC/3bfNtDlxj2oLfa9938Pzlr+zaxf0J+ovnm+KEXejaNbYjPrYjzlxZ77y6eH7mz/5KxACvdQNZs99WmD/U7tqFrl3el6/s0BhQQtWA768eAEBP1vYfRBiwJ5l8e2bmhoQBxBaEUoCImwilA61/1iAvSGQE9e5A+tLDD7/n+bPuQhevrwqQIijmnVyXiAw7DwBVjkgUIu2nyhEIRNqkarWCanWHvg3AJWMhVypJCOYd3YxwqK1UssXyfE+PLtKHGGNSW0R0GJBYEIGgXS15bcWcScLLNfBSa9z5+3MQGAuHwuVqNRQMlStlKciKpUpbW1vRtiNSqFAseXk+kbZwoWgLKR8OBUuiArjKFR7IB3illlnEarLeyyOq8933TcOdpz/bx/t/36wZgPqMf0CKrJjww1AryYAr/cF86r/uCdR9f0U33+7dWBHf+aLkt3ay7/cR5476tzK1bgmcY/E8giFwjmrlqSceAvDMt79XVwPt2IlymBedwJKxtnQqGozevZib7Gl/MCK/6+iPffvY77+qxwHkeEnU/kJWc+X8u2ZN/yzP+MW9HFd7OgDMX1wSRd5eyW9OCsXssrcPUP8hMaUrohPwkpX3lf+KLQImVLX3bfY67AqPHQBasufA0cf+/tgzdU/R6wiW0HltMO+9NKbLAAYNa9w3iGjKz/7rj3/hV3/bnwI0YCvfD19ibdFYSM66dcDCG3TA5BNSFrL61JOP/+lff6tgM0+aO1XLtc/LvC+9nyffq0BCPyktvy+q3fuLP/1bv/o7zYn+zslNFkCt8oLqbn55UgaH3zN0Z+24sJT11eCuVFHt5fx4N/G/OtoRADB0qdJwsndO8if+0YkLbzwsRWdELpBTVFDbgeDAGSkrsoN63ngti7q+4+8ZPBjTVLRiwpx9e2YGwJ5kUtO0lZ9Ca2gHYMtCOwDETYT2AdY/Xl7QP4503KK3FBlB5+Z7lwvP/fbT3/3Nf4eL5wGAAW3uVgDnKOYhXLoBFGqOhChYtTXvarVQLNoV2KXyOxfmZ87PyZ1dPBAqBgORtrbk7l1tYQm8qpSrLBAE2Pz8AhjCksSBYrEIICRJNqp2xQYLJHt3OmUAwVAgFBIpQ4FwGGCBQIAFgz3be8DY78h6lAX+KLrzv0Z7AsFgIBis8CoYytXyjg6tWKoAKBaLDLxQtGtpRc6X4nOiVC4Lu38AWZQr1YojA6pVeGOOWgZLwz6Da3cTDkvhsJTcvevT/+LDZiY3v5QyMzkzk0MoVEv4AUNYAlBT/7WFf3dG3pkMKFotFv7rv4Wtv7NeUkf4anaWZBXZFLKpFiu7dtGRmw2BR5ss1OG3X5p49sxbvi5j4tUo2qI1J01ZRTFvS22leKKa0IOcv8RLohj3bsNXUSB2A4p5rxJALEsfcPOCAOw3K5/6yR8vXVqKZTL3in4OToKQimI+x0uv9G0XeUENewLiDgUzU8sLcjOLstye0GNI6ON6bEKXha/OmC4joQ/b6mk9CoAndKd6OKGLI6IOuG4AnJbS4jmNiaR/w/km+geP3TMoVvRFG+BBd0XfyUGyMqwtKh5lTlUATGhMJBd97Qcvp4IhAFkpmHXyhVpUA/t3ympHEzoXal6O/31CfuYb32ayelKrnvQpe4empCCIPQGh++u3BVpcu3gOzcv8Qv0n9NrCvMjkqe0+caDe+acVzs9g10507Rzd0aTFs+bwj95hjSfvYl27xPgbL/79kR17+x4eGnrqCQawxXOsfvPhTEdYFNbbqDSo/wNHDq+k/gEMaL0/Pvgg7QYQVwvtABC3AtoK2Cjc4g2Bt6dPeOMTY2ff+7/9BgCYF91EczfXxd8Pq9ZHzDcOS14/AQQCgUAAQCgY6EgkTHNZHO7p7nr7nNOwdpuiXkynhQAXVQIVxgAEg6FKtRIIsGqlGgoEy5VSiLEyr5nKt5VKJWFjWi71ZavnVakQYuA8xoO5IAdjqFSCgRCq5Ypn5sMCvM6ZB065cO1TuIo/GKx9ItYk933NvMKhMA+ITgbo6UqYmZyZczdPQiGnT5az6t9Q7CsW/lHT1HXr9wxFq3ZtRK4/ocEF3n8dA9zlfNHN9/K4N/Hb/ytabXyp5m2PRLeTqcV9+UVeEfAlkUnvyk7mpXUFvB0SxnkgorZVKkXbigcC8Z7OSzNz9xhpgL2qq14uUG03wJcLVJvF0ODBD438zbE/nHJLfl/RFXFtjpfQFhVVv36dKm4iSof/9tgfntGVA0aOAW75bzrrFhznViiuRc2/3xCf2u+u4w5WKwj29RNQQ9VirKdjeSEHK8MBJqvcd05OCsbsyoCtTPq8QWFlBmzlzbs6uZXJpUvZssWLedXtMfwe4Vwkq0MmxqTMsB0XcciIHReRyUF3pV98v8/epQGw5t1vupU55Hr/Oz8QK/3w1LoCO/djza829QXjdfd0/w6KTSSAe3fz1eO2qPSt/3K0gwEYuVStO8G32M+b7jDeEUTWHLAVLbl98Ojj5snR6efHzBm3wUXXLg4+KWX7Lyyja6d+Ncv/DVzDbgDtAGxZaAeAuBXQVsBG4RaXB/yf/+p/B3Bi7Ozn/uirAH/6x+//7n/6dwO9Xchn0RZ1fsUHQwgEa2Vy3upyteosbAMo2QhLCAQAoFKuVqvVatUuVebnjUK5apfLdrn89rk5vdspVE0X822RtkAgEAgEwm3hcDQaCLBAgIVDASkscc5ZgFVQbZOkslMrzNukMMCLwUCVVwOBEA+H32wPFQKOysyxslMPwHmlUqoEXOlZrUqSBNHVmHPmbCzAmSqvolp1K5WFMagvw8erImAsIscCoWAkGk3u3pXcvSsYCoaCgXKlAsZmLiw4CT8MCIVRqdTqCcNSq2Jf1PJN/OK+mHfVP4AG9c9aiH4PvxKTov6621Xhzn9C9FvpOocfAGUbZbux9JOh1jDYKwKGWFBnTv5P0Y2FtG1ibqFKRY0mgrwarHKx9M5kFbJ6qjsK4G4jc/f0hbq3ltWcFPJKfr09AW/N2IsN7jWyXhWBt7ovSn7FTcQd/oE7EbXbZhjvnl0Wn9dNBELrvHynDhjzF5ccseh9/NqgqW7YP1AVAFlVEQMzLBk5WxwRa/w5VRFtgIX6BzAhZfun5weMHFLGgDv4yJ17AAxMzyt2hXkbLG1Rp8gYGNMAWT2t8awU5HJ8VENGCkKOn9LqVPRH7zv80TuT3MocMgO1SKl15y/UXm1U/6grz/dera3xn6spcmeDyDeNrp2NP1f+xH230rclo9LyyI9mR3402/hC1y7m3oEtnvdW95kwBgUGbZWBmTPz48e/rR0aGfqlT2nJHuev1eI5tnh+4MIyA+zFd65q+b+Bq90NIPW/laEAgLhFUAywgbhlYcAz3/77h9/9E9/90p88/YmPAkBcA7hZZk//iw89dfiOp95zAABCIbRFEJURDAJApYRAwBHQJdtJ2uFV2EVwOFlDlYrr2gmU7Wq1WuXgnM/PGxyMA4WiXSgUqryKQKBQtAt5i3NoqlooFu2CFQqEAmC8you2jWAI4JIUKto2E4WngUCFl7mniR3VLnYqhDun6xnKAaBYsJw6ZoCXSjXXfxZAIOjGA8FaFXIgiECAgYcC0GKRiByT2qKRINu9o+fff/KfATAzuUg0WiiVy5VqwbYdHR8KA8xd+4cTGpUacn7EF16M4ftO1KQ/QyTWtPa/6kaxVyTtpfJnTWTN1S5poFRsnTUkx5FbbnVcFVlhM/OLP/tP/zHyWQCIqr5qXaeGmFWrACos0FauHly0754+DyDc0cWtjFCfZ3X1VV0FcI/hKFovFwhyfKpvh3jDKV2Z0pXbjwylZubEEe/ReCW/AO41q3WL7sX8VN+OKS0YirQd/9YLZ+rzgvqNXL+RA9iAyQen57mVeSArD5it64D1mDRiMoDDSovyX98g47TvtTKKaPDsDURNMKBUmDfQY1JEU/xHuCvEs9yGrOak4Pe7wyIrCYAYmDPzn/rExyb02ICRe2A2A8DrGSy6CHsoITlbzgFQQ7FMOQfglMZPScviZyjezmZPTBw2Ci9Ly4eMwiG7vWXaT42rjQ08KS/6gtXSwxppcbQpDGiOekfs+Con+CuAmS+QGPrRO2KTgQHLM/Pjx79tzswP/dKn+n7iH7H60Hq3Wai/JXagOQfvMvjDALEhsDqPPPLI1b4FsQmgFCDilkK5QBuRW5MXlOzpenjwrvf+y3/+iV/+v/fcsS+phJPbuwFg286ZuYVn/vpEXWoQ4Dh41r70le3WtQNzCYZq+thfDsuY059LKOlKBQxOXFEpg8EpOeUcnN+3xH/Q5ZYhBpjbtSBQcwUNhFCtOMkq3j4AGpyCGAKueag74e5YLCzL5xcWAqGQFJb+2RNHvvLNv1HagoVqAMC//+Q/+8JXvgGvujcYRKVSa0EAOK44An9CFACprUX2jvdkPLcciFX/ltW9/iph1H8W/8diAGBehGO4BKA+q6clC+846t+v8EQOj6P+eV0d8CXDLdTk7XLbL3z08c8d/4ZTa8HdaXg/J/lspFQpM/BA4NDspSrwqh6PampUUy7NzFm8JLMwAEsKHZxNMeCs7ltqdZfYc24rgKIS+dkHD586/teiyrb5d6d4LlN17YFlAMWAzQKBtrQlQpT9Ri5Q+5mo82Bq+D55Xz547KnGImC0qAMWfcE4+NgKfcE4+My7bj8Sjc+cGBNqHsC4HhuwlYnyhZyWEHXAoiBYpBIxgFuZ6I7tEU0xz74u3nnAsCZEj+GUIZoNs5QxpsuiM/FpPTpix09LaQAjdvuotHzQbkfKaE/23Hv00X/4wncAnJSWmax6DcIOmYHGn6rVpb97wip9wRpLEVq8uvIlrnb3JwVx7yzfFkFD1pBzsL6XcJ15qHvywNHHtWTPzImxmRPj4oQiKpqbsigYTO7zm/9cAy/MnFmlaYDYAWCMpOBWhL7rxBpAYcBG5JaVByR7upJ658yF+e8Fgw9WKrc9cghAsn/o+J98tWCXmKIVlk3TrqBgQYo4Cltkz4vEeiGFnSR7jpDk6H7OEW6r6f5AsJaID1/8wN12WcJ5E26qjBcPeP3CnPflcIw+QyjZbm4PR7XqOuu7OwPBoFfPEAgGq1Uupip6fgEolyuhUFBrj0fanNQm0b4Xflcf+LL8q774R3zqZulv2wDAK4h464g+Nd+o/uETpQ34Y4BV/VfER876dMzqMcDCO47U9p/Gnf8h56TKuFnd84D7zUro7YWUpshvG5ccgyDv11lCR9GCleF2QUG4rMTL6UUAIwt5AO86+mNfG3slM79k8ZK/a+89RkZ8SFHCu9+OTWlBWGmvQ3Chkomx8F3pMIApKQdZvdesika/3iaA92imfDcplNIAouG4yJtXYp39ZnXSceBRJ9wmXN7jQ6sA4HvHnmn93N064GEjL0qEh408T3SPSZkhw+IJfVzKDBoWEvq4lBkwcoO/ePTPvvt3eydmkdDHpaz7vuDAhO78kGSloFeZEAvJDIhoSkRTzr3xlmJXxP6GsBXyogsv3hC9ipmjznWkFgCM6pGDRqH3yEDvhx/9h2N/DOCkVhUfJx2sxt2ObLU+AJdd+Hde7VnpZ5E3/LniCStftWIM4Ksl8F/VlPovQqAhW/Wfz928fwB7jgwmjww6MQDQ/cZrGdT+/h44cvgalv+beRuZlXqH/b/PfeXEiROf+9znnnvuuet/I2JjQQEAsTZQDLBBuZVhAICk3jFzYf57gUBSjWDbzod7EwCS27uf+f6Z1Nz5Jx8YnimHXxqbKtglhMMAQyHv9BYQclz09w0EwN2QQCznl20EQ77tAub+ZuduE1/UVZE2L+HD1wzYEwSBIIBQIAAgEAzZBQuBQKStrae7a+btdxAMRdoiPds6Zt45xwIBBALBQBDVaiDAAOzo6Z5fWOzpSgAQFb1mJodgAJVq7T2dTQx3Jv4Api1aJ/3hqn/mO9OLARirk/5tDQk/aPqSNfx5mRjAI3cFYYA/Wcg7RwQAns4r2wiGvRecZsOAEwDML/pux8HF0vg8ALBAIKJE02ahYstude/RJx4CcPxrf2lpHbJdBmD5an/vNTLi03l2nC/1ajG7HIpIlhSSyiG4sth5O1/Jr+go7DGlKwfsGFLGzMCexWwuki1keQlt0YYaX3EHcaHn2NOwU7NiAJDQAYxKK9cBuwyaENW6Tz35+J999+9y6dKAycd9sYcnBUQYIFoBDNgKgAkp++T973neNGZfecUp/wUUd4ug+X2HTXZaSkOOMy8jy0pDjh998jEArxz/DtxKlJNa1X+t5w36srTc7BPqcGVdga8tAECDxAeweP7kDuWgbzK84VJvdb9+H2BUSkPRhi9V625bt3XA0bVLxADmzPxrJ07hb7/rv8OV1/5eCSIMME3TXx9MAcBWhgIAYs2gGGBDc0v9gngVlfKsFoWsIJcGkNzevWe7ntze7aUJAZiZWwDwzNe/Vbuwbo084GTsMIZAEHZeOH4iEEC5hFDYOblaRTDklOeKhX+n4S5HMOyMqxXnHAQAHgiFqm6730gkYpdKcBVEuxLL5hypXWVs9/ZtMxcWNFWxcrkdPd1P/fgHnvnm38wvLFZ5VY5E4K30B4JOkg9W1tyhMBhqBa/wZQH5pb/40m/r6U8WAtAmt3iLRll1rQEAfEv4q3QG8GIAK+2cJn4xXZxFSAKAhF4zBUp0eyv9kfSC3tH+9vxizegGHAndSxNSY5353GLUrnrZPpBVO1D6mQcPv3z8LwGc1ePwBwCymstdOrxQREJ/Rcp5xb5TuqL2dALIpN0CTceEhzutAGQ1V86jmH/XQhEJfcq9Vjym9x/75Bf/v39dMN1Qod7GJ1e2YnaFyWq2bClmajATEg6bQ4aFRM+YlB428g9+4d994Vd/e8TIi/V+MfA/wlG31jYb5CIpf6VBRFPMUjGSKwHIum/NrcyAkfOSgpoHfUeGkkcGP/97/0N8KLFFIEqNlQrzD3zvFcgGqwDUSiATrALo2dYJ4J4fml4AUMvgTxkn9UgtAHAdQht7A6/uBeTjRgUAJzsCHdn8bXab74TGS0c7Asiaw155gDgopUcupDng7wvmXF4fBmgHDw4cfdz6g//fmRMve8evP/mnJQ02Qf/vc1955JFHnn766SNHjtzw9yLWOVQETKwZ1DB4Q3MTCoU9pw7e+B9jCIV7s+Xe+Uu9ZqHXLMwsW8+PTj7zl3/7ud//k2f+8u+e+fJ/OzF6BpyDY48mJ3ftiEhScocu8QoLBmu39/JzKmXHrKZSRrWKahXFPEpFJ7cnn3l473YtoQGQ2iJPf+YTkWgELBAIBpK7d0WiUQSCYAEWkkLhMBiqXsExUCgUqmCoVIIsINR/IMBCoWAoFNytdwIsuUPX1FhHR8LM5L7wlW/ML6UK5apdgePfD2HmE0S1UrPeCYbrBHcoDNFOGMzxvHcuE+n+cNJ+BFLEqettpk32qX+2gvpn7rO7Cs1fh11wRPwqKBpKRSdOqPdrgeSailZKkCKu8nOftl0CoHXrTtmuUP/O5Yx36LvNQqAKS3IaSjARJ5SKXxt7RUj/e7xWAHLNDPSVvu1iElO+9sAfGboXwAGzcsCsiKnuNytuubAKQHT8nerbLu7nXZtIbgew97V5zwLogFkVd+g3qwPT87yYFz48vJjPaonxPmGZr471OTL3dJ+z4zHqG4xqdY9wxGSiXNirG1Yy2SETAJRMdrB+oMekAZMLQ08ReGS5PdnXA2BCj024A/G0xeAvp2eOf+uFQSM3aOS4WwFcqyTOZL2B96YAVysBNZMFIAahiFQulE5Ky872jreWnzIAHPKtsnu6v9YFrLUX0M0nm/KrfwCtTbGaNrhGLqTFqVg8V/83irGuXd52AQMzT50K/8H/9Kv/A0cO3wz1j/r64DFcOHHixM14F2JDQDsAxNpDWwEbneveDbj6f4XEan2lBGC2p6N37uKsJgNA1y6kLyU7VXTtNM1ly0wB+P985lO//vtfsXNZBIJSTEW1bNt2tVwBEOAVKcgQCAHQE+rRD9zvf5OZUmjmgrPw/PYFA4CZcZbSy4X8R55477MvngJgmmkAPV2Jp558/Nd//ysIhHq2dQAQS/sAxOo+gEK5UiiWEGSo+D5yMIhqxc3nYYAbqIAhFEK5XDszHG5SHvUmIkL6iyOi9rfuXIZ8FoFgXcyA2mps7bRGmncAGr9ojT9bY8W1Wt9p4kx/AUDLlVyv1296Kblre2rBWM46PpjuaU5Fh2yXQ9k0gJwUQltUzmQA2G2sParkzQxc85+zuupNLieFhJ2/1+UXcjxULXzm4x/+22N/6E3Bm86Uz9vHvZZ5dcMAHoqqI0c/+Pnf+1MnAEjoNc97MObLvGfiIwBoWrbXkj3nZueUCgNYNlhV3KR5xwhITMlXBywGQ25Ckf/h7TkyeCKfTr705kxb5Xx3ImZXclIQwr0nyGMVBiDXPKjmd/Z0mTPzAAbr9wr8Rcas9gGZqAQ4rUdHjDzAxvfEf+7jT7547L+5FQL1P3YJHU0/Ui9LywAOe05BaFb/N3cH4KS0fOhCdoUUf+fwqJQeuZDxTmi8bV2HgdpWQG0bYfE8B4+Yl/wX3djkn5UYePonKflnK0M7AMTaQ/sAGx2vnfDKGwK86Uv/f1ePcAINtyHc1nsxg1CkN10CGBbPg/GZ83MzE6fMt1+3iwV7efFz//evFYzZarWyWwn2MKtH3yZFIgFUH96342M9ndvtivXi16wXv9ag/gEkw+Uje7qOHBw4cnDgqR9/lGeXNTUm/osFqkL9A4hEo5E2yczkvvDHX0Mg0KN3zi+lZi4YhXLVLlXsUkWs7puZXKFcAYCKayIq+vXWpD9zlvDFOBSuV/8SSiUU8276PnOqHQS2XVP/Upt7HxfP8j+qoC1aW8JkTeofQOOqkFvk0Ci1ruAb53n5i9uutN5UKgJAQoem19015ssCz7fqAlsuPXxnb4vjVgZAoFLlYDle4kAsFEUx720FAGCyakmhU90RAPfYMkSQADQ161UBpP0dEurZ72sV/K6seOxcuIhCjud46WSbI1vPuGvqZ/TYpF7bkxkwcgPu5oBYoW/w8Rw2mRgIJ1Alk/WcQJ1b+FbThfqHyCASJHSna29CH9dlc2ZeVEEki8EHZtMAYnZFdACIVZjT1qBpwKt8fm5emISOq5UBW3FLBVSvJbAzqF/XHzby4lv6MHNOOyUti8mc1CNisFKl72GjcNgorOwTukpMeZ04Nz5kt6Nrp/NFyzbDlzMGda1FGau/Q+2vbtfOO8w64//B5L5boP4/+9wXn3/+edoB2MrQDgCxjqCtgM1B/YbArf4XZlaTa9WxnhdQxR3UYMmerl7TAsPzo07ZwOe++Mdi8NZfPQdg5oIxq0UBoGvXzAXDSVVXNQDImACgaAi4YtoT616SvSjhDQbrrIfq8KmFuoreCEo+TeD39vGihUi0dkLjwn/9na+8nLdgoVpBrC6VeYXl/xUP1ZEza6f51XyDcvOMgGIagMafmZSBsu31dkW55KzFpubB+VOPPQDgmW+9AAAdOrjbQljr3nvJmq2my+ViLNbBrYxXBmC3sbagIo60bN97ry0jZbzcHYnFOsTxQhjbOjsz80sH6tsDN/5wJ3SkjCmVCz9NWOmcFNq+axeAuXPnarW/rnDvF0vmtWcElugRerfBV+fBY0994ff+x7AdZyljVI+O2HF/9nzLyXAACSdlaExzj1qZUESK9XQkX3rTf/K4Hhu0FZ4yJvTYgK3AHUw4VkXK95V8OCK1K9rS4gJEBXA92bIl8oLEtJv8TNGe7Nn/i//ixWP/7ZS07FZBODajh9yEH+ea+vX+l6VlyGpjMQCwYgCQMlApoWtXczlvQ53u5Y2A/Ad96p937WpxdSvXoPoTWuwGFFCOv/GKd8rHjn1m8cRUq3ndSD773Bc/97nPHTt27NixY08//fTNfjtifUI7AMQ6grYCNgdeecA/jnTc+nfvNa3edNH5L1vuzZZ7s5XePHrz6M2z3jxzct/bojOp3EzKmrlUW9ztNZbEf3t26Ht26MldOyqvnau8dm7mrddRyMDOw85jaQ5L8wBDqYDUPJbmHGPQsARJctbUxX/VKhhQLqHuqNu0y1PPIqe/LVL7DKW6FcE6ex/Pqr+QRyHvLPwz/8I/W1n9++D1o4JVKxTO+TvyrqL+cfnozhH04rbLvuvqCym9prY5040ZXIQWDEm1Re5QCGZtwXtmfinZ0+U4rqYWkDLAEKpynr6YtRZHLphoi3KrbveAtUVz5TwAzxcI7vI/AMjqK5IF4PBCUaj/HC+xAAPA5PgPep1PVOvq1dQqeH+GvWvWFCo/1tToN1u2sk6r4PiLvXFxhwmv5ZbkTHXIVsd0mYEN2/HJPe0AfM76zsAzAAUwqkfFt0g4gQJgvvXyIfehZqVguWAzWf2++9ai29egrYjJD9QPnN2JlPHAbLpTjoaqxZhdidWrf69dcVYKQla/16uO6TISujMTdxrtQ/1iUHPUkVVRHHxS81nlNGf7yCqAl7VqrR5gFbzL/Qv23g9PQ4vflNG8rr9iUFvXJuxci27BtbT+umbAdXfwcN+39403vGMfO/aZjz398yu9/41CqP8TJ05wzkn9b2VoB4BYd9A+wCbD3RBo7HC5sZiNtwFAtYKYCjBXznr7+L5f7Qx1qTve0r4UAUQ84CPcVCBbzLum/m1OboxzuS+rp+CaeAZ9zj+rlAcU827mT92s3VjCl9/i34iIxWv5P97JrfXRZbcCfOrf2QpouiTniGZsc7N6Ls4CQEhCQnfGwTAS3bh4HgCCwbpWAAkdl+aEYWs4vo1dmk+mrI62Dg6cUmzZLosdACarHcnts6+8grao8AC9x5Zf1YKiFYCoA87xUoyF73VtfF7uiQSlcFtQFT0BlFgnAO4aXO43K1OSk8Czv35/QAQGv/gr/+tbX//2N1/90QFbAfAP4ZTjBGplstwWd4OVYSv4eA6bbDJeUG7bY87Mw8o4HY6tNK+3EoLV6AQ6bDJeH+eNa8jmlpRYp5bsEYaewgmUyapjCSqrAyaf8A8ALz2p78iQluw5/q0XBmxlQmOwMoO1LQL1++El8bmyuSXvA0JWR0x2WgOAp2oeoM63/6S0DDDhQeT4/4jqiKaMIEf6+3xCW+Su+SMH/1p70A3tKr6/lV07nVZuFd/fR/dvcePWQcMXi+fqvmxe7K+X/rzFCc4dCqjETRPAgSOHf/25PwbwhUc+3XjyjeOzz31RDD73uc+R9CcoACDWKRQGbDI2RRjgZQdwVKuzvTsA7uQCCbp2gQGpi4DrCiLKdj3T/YZ+vR6MOfeu5fTXV1RLvv0B75yChUCwdbGvH/HuQtnXvOGbpH/UzUr37wA46UD+LQWswNXEAGgKA1IGwJ1cKX8A4E3YyiDqG7vHI+V8z65dM/OLiCi4NCfOYVJUWbhQVNsj5crdZuWsZAHIBLnaFoeV6UhuvzB7PuLW0Yo64FO9iVgo6i35+9oCZDuS2/8uXJHSFoCcFGqZ/eKt9PtjAPHZ3n/sk3977I/8T+eMUwDAav223JJftLLvzIWxc2ePOTMvvDUB+OuAvXE2WG24EL61f+5mFgFoT/YszhnhoOKdzJsKf3NlS7j9ZKWgYlcGjJxwAn3u2JcbPqAYMvfmWV9JsTcftRKI9SQA3PVD00kKShkATurRw0b9vwkJfaXEnpd9PqGNAUDLKmGhs4Oh+oMiegwB4AkdwONvLH1b87XF6NrVbPTZrJO4f9+gdcLPZTKC+OK5bWZ2GUVv4f/WqH+CEFAAQKxfKAbYlKz7SKB+wbvxYMO5HJzP7t4JAOlL4MC2XaL1KSqlut/6QoU39OutVutS+T0c9c+A+oX/RmW0qu5HfaPfasU5X3bzVQq+VyNNvcAaw4DVc4FWnZgfLwzwlwRg5c6vXkbQyr+pkj2dZtYysxYqZQRDzpmVMoKhYJW3VSpF2xKL/ZlIWC2U/AGAJYVk89I9GQbgVV0FkOMlAGI3QBgB/fjd+24/MvSff+9PxdsdsGNTWlDsADA5DiCbW4qxMOR4LrcE4F0lDcCUlDtgxxLJ7WeknDkz53mAeo9mUlcg+m15q+maU3HrGZIO2eqYhojEf/Zff/wLnz8OKzNix09rgJUedgcAuOi0BaBpG8FpQ5sy/I/w9YFdAPa+Y09ojFuZQVsZ1xisjDcZyGqubPFiXhFtv4r5B0odr3Ujoil7fpT1CgOaexh7BcHiIwzb8dMaF9N+c1AvXJjbvxBk7vfa21FiCf2ktAzXCbTxp6f1zwZrVP+tKolX9AJKGUjoDev6dafWe/6wpltw31WjO9QRu6Fyxrtt6zCgPdnzf/6H/+WXH/lpof7//SM/fUOa/q4EqX+iGaoBINYvVBKwKXErBHofLEcuf/YtpcGS6Ap8ihhDINA7O9f7zgW0d0HrwuJ5VEqoCEuiC1g87zjwRGRHZEttdTn9IpXfvZ1r5sMgHIHa2urKB8Q53n92AYUcCrmayY9HzSwIgK9yAICVrXtTMTHWFD/4S4H9wcAVLRmt/NBi7bDSNfsawcVZlG2fzb//fM0pJMhnEGt3wgYrU5uelX7qycedcTGPSIwByKfD+ey9y+VYqVzMLDlW/bIazPt2PGSVySqKeSsaFdL/HiMjdgPQFnUkeDEP4LnUUmpmzu/2s3/6gvge7J+e2z89h7YocyV4LNY5pQWntCDk+JQW/IeCKS45o8fO6HUKr1/o5pQxMD0vNPTA9PyAYQ3a6uC04Xj4pBaGpxeCEQkpY2R6QVw4PG0Iqx9vMDJtjDiDBXHa8PTCsDhf1EXU8/5ElxgMTM+3HAyYfOfCJdcuFmiLTmjsEmdMVic0llMViIEUBDCuxyb0mHCPGjSsQcMatNUh8RFSxvD0woiRb29nTz08VDSzzZNxvumyClk9qVVPNiT6r6D+a6+u2hxgxUi0+Xx/ij/q0nha3oS5V43uW7nDHYCunUL3n95RZ+zzZ3/zW2eef/nXnvvjjz398x9kd5L6J249FAAQ6xpqFrZZcZ1D71wfkcC1upEKGBBgve+c733nPLQu5z8n0YH5lASD1FbL7WnI6bdt5yUhLYX0r71BXRAAuwDbt4WSr0s9r5P+ouIZgKzU1v49agv/rUROLF5bp88tO4v3V7QDsDIpAyGpRWswkcjekCbkXeI9tJQB2/10RQtFC8DM/OKHRu5EwVliD2XTWqEcqiBeKN8zfQGAI2TdUuBSwS63RWFl/MXBr+rqWV0FcGihELPLqK8b/tpr73gdwc5IOYDtN3L73UX9+2aXxYZAzFdV7AU5xqVl8QGzUuiMWgWAhD6pK0wsontRgaN0uSd5hwxLqOqPDu1fnpkHMGLkG0w2BaLcdsSOj7oDcWTYjo+5lbhjuizS68Ui/ac+8TFn/d5WxutX9MVgTzH0wGwaVkaxK8LeJx6UuOsNKgqaOZDlNpPVrBQUNp3juixKmb064NN6lCf0F3jenWEECf2UHjmlR/zOnodamPz4lvZX8Al1BjewNVhdpe/5FpW+9YxKywBG7PbGv6H+czoCo/t6mzuFfezpn+8/cviD7M73DB68/om35LPPfZHUP7ESlAJEbAwoHWhzs0Z5QTfxX7/ZPb3gvPftcwB3m5QJ80r/gqUvEZ+5CUIiSKhW6pbt/filf1u0Tv032IzWGv2i7la55dVMOetgzvl+lPaWp7a+1o+/qLeZltlBF2fdaIGjXEIw7HzXymWvALo9Kv3CRx//3DN/Dq0bl+YCwOCF5eWeXd2zbzuBXUIXZQCiDjiqqeGOzvMXzquFkiUSfmIdAEQdsLMJAJzVVVEM0HHPvvOv/bBarsRinV7Jr5fS4yEW+A/YMQBnxDl27PXuwHI+GwmqAHzVsWmA+QttUZ9I43t2DMDA0ccAnDn+bOMTS+gATku1OmBRGTxiYlRKQ1aHTXZaaiwOhpWJ7Nge0RTz7OviCG+qPPbiH6/bl4gKtGRPLQXIyH2/Ny6KfXNSUNgciZKG2sAtAwhF2pSexPKMI9kz5ZwaciIfIf29n5WT0vKqnb9cUgsty4Wbaa7orX9ppYO8Tv137Wx58ilp2e0C5ts9qL+x0yms/g5/8/r/+CC7E8Bgct9NavpL0p9YHQoAiA0DxQBbgVsVCdycf/fq2gwAwOye3U4KsbkIAF07sXjOySjetstJLhaIil4Pz40n4ssNaJD+Hl4M4N1BrPrXsoZW5rLq35ulfwcgdiUxwAoBgBxf8XJxglcEXLtERawdF88BQmlxXDwPcBFTOUZAJQmcs0tzHHywIMft8rhkAbjHljlwVrIsKYRiXo51RDU1KvFz0+/ILJwJ8mAwLMp/vdpfLwY42ZuIhaKJbuXC7PlqUHLsL0X2PwBgf1MY4D4xh9uODL+Qz5gzc+LLrFtD7FXcevb5zFHbbKK+pS6Ah77w79/++ndmT4zXvYlP+wqbHQAZpyCYN1cS+wdauE3p6XBbC6O5AbAzK1mFlRkwct5MHvnCL09//dmZE2PekVobY1lt/XZlSwnJEU0xs2a0XNshyQSrqqhjtjKH7HaG2or+ST3iVAavtvDP2JUt/K9YBnBlzYBFGNBcGFDDbwrUMgzwBRK8aydSRgEVdekiSP0TawoFAMRGgmKALcLNDANuvvRvhokNAWB5yXcBA4Btvl//fucfvx1nJAbG6hN7GkqHGQDkMwgE66W/79VWs1rt1ZUuzy3XDlwmDGi6c2sjIJeWi76eERAH8j4joHIJIUdNRqRwT0d8Zn4RQLDKGUeVQbEr3nclV86LImBLCsmhaFRCVFNEAAAgEwnHCyX4zH9yUihml+81MgBe0dVEcntKKHg5DiCXW4qxMJPjojr2vgUbCX1KytYHA85bjxz9IMBGj//1lLM/oJzRhOpN99vqpMaELycDMrklNdY5YGJCcst/pQyAUEfnz336p77wq78tLDVHpTST48Nm46N1YgArPWzHRzWvSpj7K3FFSTGszJEdd4xrMM++Lqp+ua/8VwzErADHNtTzBtW6YwUzW7CZf4tgwu0k4OYUqeP1H2HYjr+2O/SpT3zs7489c1pKj9jtInPmoN1+yqn91ZhvZ+yktCy+6S2af9V+SHquMBntegMA1McA4PUqX5zQYAy6q/H2/hggGAovzQM4cOTwzUj9J+lPXCEUABAbDwoDtg7XGgnwVrr2uv+tu8671vYE0Pv2OwBm22XAiwEYLs07icKe6aeb1+5b2m8l/Vc7sLJMWm3tf+VrGbC86InvVWOAFe4vwgAr3bjSL1J9mpd1hRHQqs852dMpAgCWSytBuRJgoSr3rPFz5TyKeZmFIatWOR8PBOI9nU4AIKtWOY9iPsbCOV7ycoEAxFhYxACPHvuUsADab8eQMl7qblNindxK53jJSelBLePfDQMcV9eRo0+IAMB5FgldKN1JPSbaAL/YG4/5smjQtIgeikhKT4c5I4p0mTD9FHerCwNSBoDTelSUBY/q0REjz8URO46UwcG9ZXue0B/+7BPPHzvOE93eEX9r4Qk9Jpb//UalsQpLJHsuzC1Ei1VRAyD2LgAMGDn/N7u+DTBjQL+bxdTcIRgJvSGfx18HXBcD1KfP3boAwOkEfL72VVMMwFHXKtjZp2pwD1o8z4OhO5asGaQBPHbkkSv7BFcBqX/iyqEiYGLjQWXBW4ertwzyynl50/g6uCF35QBH78w7vW+/M7tnz+ye3dC29S7ncdFXa5heQtrbJWCI1pft1qn/porDFiWIK639N7kGXRXtXS2Kg6+cWHtdLpOHMAJqcb6GmIZ8pmYEZGUcIyDhvWOln3ry8YfvO4h8hjPclcXQpYpQ5PeaVcCtinaNfcoFG0AgpvitfgBUokLK18p/X9HV1/Z0ArjXyN5rx4QAjbGwKPlVfCW/WdFIWI7/oLf9jFoFGBK68/OR6J5y82TOuBn//e52wf2zafGOMVdMKxVnfV0MQhHJPyslU1fw7VSeiv5ZgFD/EOXC4ojbNpglesR6vNdveM+HH3MqEBJ6w2DAVhokfiyTBVAu2Nva3Fi0mIesZqVgltuio/BEX4/oajze5xQEj3muoC6OxX5CF6XAJ/u6T0rLJ/XIyb5t3jmHzICj+63My9Iy0Nrt5/J/+epb/F4PDGCun49z5+b+wV272OVaBTNAqP+bUfhL6p+4KmgHgNio0D7AFmTlDYGb9u/YTf0HkrHZpOshKIoEPLp2rqzRL7vq3/qQ/31X2M5ovrzVad6B1VN6Wt7f7wLpX+y/kuwgLtaw52uXXzIADs6feuyBmfmls9+fWIoEh+az0VKFg5/RlXuNLAfnwKnehJMFxEsyC3ckt+fN7JKVFx2CAYgmwelqIV4o5XyVwVY+tXNP744fpV+RcvD1+ZrSFacMwFampGzW7RDsJc+ICCRxz74HNf2bL34PcvyAWa0PAOq+wRN6bNBWkFqY0OVBWwUgZPpTP/VRljKOf+sFsZB/Wo+OuANxhK3yQ5rQuVMl3Fjjq91zR8HMFi7MrV4HnJWCD2SjYk9gwFaGPjT8Z2NTt79jT0jZrFv4C0AJybmW2f92BcCwke/31TGzRA8ABpzSOIBMsAogXgnA5wVUKwnwb03UwbD6T3nK8Lr8cmc93r2naAm8Ql0vVt40qH3duNjfdE7LNmEpY++SNYP0zUj9J/VPXC0UABAbGwoDtiAiDADwvVBho0p/P4wBmE3uAQDzYt1L25qyjZtX/Vc/oflFftnsifra38ve3q/dG/r7NnMlRkArZQdp3Vg85xgBJXRcPI9gCODQunWee/xdA9/8xnP7KspUKDs0lxEZL2ek3L1Ghid0DpxSbCH3ZRaO7tgRjkjzb76OtqjYAYjFOrw64LSvMthi5V1333NpZs6/M3DAyDqfMaELCf4Pve2KXYavzFeQSPaknA6+niYuA4Acd+prG5+r005r0LAAsITe/6EhBky6FkDMTe+Bm/DjP4KEzpvk8qhW+1H2ZpKPBre1t2fnL/kzjvylwJ6yFzq+31YmpezRJx5CQj/+J18VOxiTegxALU3INf8Rn9S7HMX8f/gP/9t//d0vF8zsiB338oLgxgAi6mAAtzJOr1+xp5HQxQ6ArwFw3QNr/XPmLyZZPAfvr3Iw5ByvOG2becui3ivLGnr0jcXvaIVTO9SD9XOru8YfBgRDB5fK41i84eqfpD9xbVAAQGx4KAbYsrgbAvnLn3pVrNU/iozN9iXFsHf6bcc8tFYl3Er6FyxUq4Do71t/QsFyKollXwciT/rn0nWtvpqmclWHm9bvtRVvfHHW8ay8BiMgud1RVFEVsTgunnc+mqy2F1KJbv2duYv3L5SmwlnhhrnfrJyRcrUVbgBiByDW4a8DFpXBQt9bXh2wqsYyGQChiBS/LXlpZi7nlgqIDsH3zZoAO6PHDrjp716fL6/SN1QtqLclUzPzsNLioFDD/va6ACakLPNZgg7YqqgDHrRVBry1L1Y0s/e8dhEAEjoDRqU08+X2jNjxUUm0AY67BqCNVcIcaKgDjvV0MFnNvvW282ytDEetA3G/rbwYviQqHHzupZnIju1RTUmdfR0+h1C4pcADtsJSxrgeG7SVifKFrJbwtgh27b2tYGYLpvOsRsyafGcp46QePWS3s5Txsuf/AwiTn5dXKQhuGcg2l5J7FbrBkO9g6wa9tUu8TYP6x+jnVEegI5u/zW5b5RznJzYYev9ScByLyeQeUv/EOoECAGIzQDHAFueGRQLr4Z9DxgAnEuidmXF7CPi2AjzpL6j6Oqd6Wl+86lkJyWpNLOVzdS+1CANWqRtedeZ1WwHalZ3mCwNWzA4yncHK3x1NkTUl+vbcolos++fIm4yAAFhSqK4OGLCkUKVSUivMCQBk1ZP7oYj0mX/z6f/8+S87lcGxDoDlckuxWCdDrfbXawtwRo8dsBWkjDN6LBSRfv7ffPrvPvv/eAf/obdd9AHI+guIm56r56MfikixeFh0ARu24+LMUc0533PSrFlq1uOFAdx9vNzNoer/xaeQMiaOf3tcl4WUH9djNdd/Izehx7JSULHLorxBJPl0qmpUU2bfeMtvEjrhu3CwtqfhbGUAyErBXXtvM2fms2VL2P/XAoCU4X58BoAl9JPS8iGjIH4AxMd82asJ9vYHfG9RxwpdgZ0K3RZC/3yt3tf7K5YyUCmt4vspXjrlGhm1fLXxq5RxcKlcOXLbjbX9IfVPXA9UBExsBqhh8BbHrRXe/WA5+mA5evkLmrnuOuEbBufg1d633uqdnpntSzpqRqwjemW+ixfcs1ndAr+VQcGqxQb+47k04Kp/P7l07VarS//Llg2LCl3ntmZNuDef5swqXXe8bKNsA00CThQBC0QdsHN5xtlMALiVfurJx9vKVc4YrPQBsyYZvdtYvARZhazW6oBDQe9IsFwGgLZoQ2VwGhzAvdNzMRZGWxRWBlbaq8Z2an+BM3rMaQRm5ESi/wEj98G+pJCkB4ycGLx7dhluAbFXX9uMWG4HsGwtz8/NA4CsnnYzeUbc56pWAuJu3qDuqXqDlMHc4IqlDFGg/Kd//a1vvPoj8agn9Jh/IPoT9xu5+2eXASh2+f5sBEAsk3kseTvglv+WrSy3J/p6xIViMK7Hxp2dEA5AJDIpduWpJx8XTYWHpw1nYl5dr4f4vsuqvyAYwGFRE1zfm7mRVlXCdbTM9nHqehng1vWmDACPme6/Iat2Aj54IXNFdcYp4/1LwfiRu0n9E+sKCgCIzQPFAFscEQZ4kcCVXrZ+pH8DvNr71nTvW9PCMgWVEi765EjWRCSGiAzUJ/l4RGTE4nUL/H717z+eSyOX9pwrW9zqqhyD/Iv6K8UAdqG1EZAcb20EBDhGQM44XpODsop8Wgj6+984z9x4Zv/0HHeNgO6dvoBi3lHtPh1ZliKw0v4jsl3Olev2keJy/Nd/5w8A3GtkD886Hydml/ebjnzP8hLkOOR4lpfO9G0XAlQEA4nk9tTMPOo5YOQ8C6ABkwtHowGTD0zPw8oMmBgwnUkOmkCpGIm0OTGJlYH7TRo2MWw6En+kNmAj0wviyMi0q6096e9OwOufxWR1XHOe4YTGGMBkdVJj31fyACb12KQe63dn2z8912/kzJm5px4eUpjk3KstCiCnKjlVAZCVHIMgkRfE3RhgyFaRMoY8YyIjL/oAcOCUHgEcUyD/UzqpVf1moEgZh41Cq0qAus/YUv1f/i+3FxsEw+Imz+7trIsBWoUBtbX/Jkeghrm9fyloolg1b1im4mef+yKpf+L6oRQgYrNB6UCEx2qpQev0Xz7/tJjvz8Ds7bc5X14ywBg4d173ZwdZGQSCiMgtKiRzaaeZQDTWeNxjpbz8q7MM9coMTN+dtdp4pVQff3sBtMoOqv228qo0ORjjDEdC0SM/+f4Tx77MhSuQa+XuH5zVVXGZUwesKeGOrvMXzqsF2+JlALKw/cld8lcGhyJSLneprchRbwG0346xlPGD7jY3Pz5dK/91l9615PYP3b3v9PG/XuEB1TJYGso7vC8Hjj7+g1d/+NrMgvjSywLyP0PftQzgSPSIJB//T5LXFkA8cA6+58jgCXF8ciwAAFXnSURBVHNetBdo6DyQLVscUOyKSAHqN3IiEkBCPxu3f/7jH/7usT+a1F2DWp93ULZsMa/wF3ggK09IGcjqoInpfbHlhZxrMcSYlYYcHzHZqLQMOX7IZA0f/KRWdRJ+VhP3DM6exsoL/6tW9K541D3+2BuLz2q+SLVrZ4tLfOqf+/8ypuYBvH8pCACDO9o0BTcCkv7EjYICAGJzQmEA4acWCay7f/A8s50rmBkLzN5+uxjV3DDRqkLg8lY/9ReslJd/ddK/6Zqc6ayvNxf1+o/4WcUISNiALp4DB0IhJHRcPBfg2BbtipQq2BYsmNk7F8DBJ0Vf3kQ3B6aknGcGysFf1eNOHbCmRiV+bvodmYUyQahtcQCwMiI8sKRQJcDihVIoIuV4SQQAOSn0LncTwMPzAwWcVsHC6ifU0ZUrW+VM+r75IhL6GSl7wMiJAYB+WwEwKeU8IyC/jvcHAAAmj39bGOo7AUB95kxdAJDQAQhV7S8IPi2lua8ymAN7jgzsOTL4wrHjoiZ40FbHNYhOwGIHIFZX/pt2sq2stJbcbs7MCRvTST3WbyvMNQmdkLI5KRizKzkpCBEJiIgiyEMRKZIruZEGy7aqXjhkOg3OmnctWuv7lOE8q5XVP64vABB/PvrG0nd8YUBr7yA3DOAAunYhZexdyvVB5UAhGW9P9qwywyuH1D9xA6EUIGJzQulAhB+vSOCnt+1+sHJNRQI3En6NHcV4tfeN13vffBMM6OhBh6sq/F2HOIAr7PPFXFvQhryd5dqLV039NXbRcfBsQI6v2D5spewgqa2WHSSrkJxvYjWmWiVre7Yojk9ozgSm+rZPaU5Gyiu6clZXxeTuNpwM/tKlWuMFtYJMteDPBYrZ5WCVpyO+HQlZBfBSd5vIV5nSFSH9DxhZt/svDnh9x+Q4AF7M83DkTN92YQrkDSDHJzXnl++EHpvQV0wN11zhOGRYQKu8ef+PjqeD5TiAUQ0ZVQFw2jcQhQS1b1LKGBTJQiljYHpeDB6YTcfsCqxMLdVHjueCHEBWChmXliM7drzY2z6py/12bNJtHDYhZQeMnGhnVtfUDFAqTI9JqPU44y2qF3wVC97HeVmPNGcHNZ+20tMTXMtPcf1V39nbia6dj5rOjx9rmRTUtQve9yJlAOiDihun/inth7jhUABAbFooBiAa0BTZiQS27X6wEr05kcBKar5B9F/PO1R7X/9R75tvACIM2N4r0ouFKLkK6Y86s/+6Et6r7+/r3NaHJ9EaFvu9L5vfxbukIWzwihxyy7UwIJdmUrStzMHwwxg3crY4PKkFsqpz/pQWyLl1uqd6E2f1OANGsmFYmXKhCFEHDECOB6tcdARz3k5UBuctAMxfGdwWndICU658P6MrZ3QF4PuNnKj0PTA99+4FG1Y6IvGe7TXl500JclxkyLyoFJykeVl9sTcOQLTRFYNxXRYWOpN/PuYt/5/WowB4Qh/Vo+K003r0tB7l9Sp5xMmogbe4rlYCbukwE+ah3tNmbqkuA/O2IzwzH18nYCc64tVqOCKhmPcKoEX5L1z7IHGTB7JRUdUwaELEGE8ODg45JQpseNoAMDK9MDK9cNBuPzgtcpx4rYmBWxD8slZ92V8M4Js5EjoS3Y0v3TREGFD7umUM4O7FfWApACB/49T/9d+EIBqgAIDYzJA7ENGSWrnwjYwE/OL+mhb4r4pqLQyYve02dPT0LltYPI+LV2BL4swKLXoLKO216OBaYgAfwtWn5QJtw4aD90beJasYAdkFr4I5VLDevVhhnAPoDOInj7xHHFcyGWcxXqh2V9BbvHS2r6bhjEvLaItCjsNKe7Y/lagMX98AAHpHu6gMFi0CnFkL+SvHc1LoB91tAHhCr7UCMHIAygVbsctiJr4ppe/PRvrNKop5Z24AL+ZrMrpPF7W5oY7OZ54fAwBZHevTxeL96b5uMRjt00+LRyLHT7vPxsMpCLbSIyY8452RaQNWWvQP1tqZ2VSg7P958KR8//Rc//ScGCh2uVrlwWpR7KJMagFR/juhMRHMfL83LsKAcbEzYFiin/HRn/rot8+OAXzY7VowbMdH9Qh8fponpWWgbkXfawxciwGa3H4u+1fLPeHadgKa8G0FiJk3nbCL1D+xIaAaAGJLQCUBxOo4RQLBa3PqWOt/RQPB2b13OOOlOaBlC2E/V2D1s1JVwJXfM2c6B1e8nNUXCrdfpk3YpXkAqJTQtVOowJBtP5CNsdQ8B39joPcn3vve0//5GQ5+Ro/ttxWk5jnwUq8mevoKyS6HPC8grvZ0LWVzUjYPwKkDZiHIcaucFz2DAbR39sR7OmdfeQVt0ZhdBrDfjk1JuRwvxWIdAHI5p2HWfrM6JTlVwgeM3PuOfcKcmT/+ref7jRx3+wPUKlZTBoAXe9vFEntWCqohGb56XAChiKT0dJj+RsK+V71WuP40em/tvz5TqO7X/KgeHTby/Ucf++rY1L6Jc3CaAzgT46K2JKGPS9kBI4eEPiFl+40sEvqklO03cn0ffvx/TI22pa1+W5nUArDS/bbyolLwGpwxIBaSYWWYrz5YS/YULswVbDZksjEpDTnOfHUFDQN/zy9R8fyyHlm5ILi54L0OnjJQKQFNTqCL59G180pqAFq+9JZUvIRCYxvglCHUf++RAQM3wPaH1D9x86AAgNgqUAxAXAkrRwKt/HnWXPoLxCxCodnb9wKs9603Z9tlsJbe51fj8tnY33f1MKDVXbw7NBT1rvIuK71jyvD19XL+iJQqh88tB6qcgyePDCWPDH732Jc5uFC0ztmJ7inJaYxwty2/qgU5ICR+dMcOWVNmX3lFZqEGIyCZhTNBHgyG25V2NS6dm37HWf6X4/unLwCY0mumLjkpFAvJzC3/hRzPVfM7e7p2v/SGp/VXemiT7qbBgK1MagxWZsBWJzQAiEg8smO7OTPv7+A7bMdFT98ROz6qgVnOarrbFbi91dvx2iNL6GIBXrltD7cyuflLXvdf/4BbGSarHHB9e9BQB3zuwsX7sxGkDFEHPCnlslLQ8/8RXcP8QYuW7LkwtyAXq+6RAIDmUmAxYACszCG7HU0Vzyt6Aa30gFMGB5wAAL6/ESkDlTJW6gTsPTX/n77jp6RlKImDl+pyk3jK+MBSEOA3RP2T9CduNhQAEFsIigGIK8cXCazjfyQbpsYYgu5uwNIcOLDNEzfXavB/RVsBK98o57S+ahUA+OIov/nPSkZAcP2OLp4DQ1+gI8Cri/mLjGPAVpJHBk9ceMOcmTtgKwDOSFkO7LdjAKakXE4Kxezy3bYM8LNSvtkIyJLCcigqpmrxstMhWFXbS0W1p9MJANwOwe9aKIpJ1cIAOc6AbG5JiXUCyOUv7br7ntTMvFfb2m80tWBznwAT2fO2wlLGuB4btFWkDAa8PrDrJ4b2CwsgUQQ8pssigQfCzj9lADitR4eNvBiMGK3qpwGIoAgAMKoB4Fqyp1yws/OXxMHmTYZskMcqDECufpAtW+GI1B4ILlp5xS7324rYGUCi50Ul79QMyCoDuG8TQLvnjsKFuYKZFWHGsB0/rYFZaRHGwEoftNudjBo5Xuv4631S4GVpGbLq3xyokTJYpVz78XAPOp/c30pPEAwBQEJ3OwED4HXXOoew4g7A4vmG/sHcsf2J9x4ZMNDUie8qIfVP3AIoACC2HBQGEFdF/Z7AWvyD2Spdf7WJNIQBQLO4cc+8sgk0bgVovjm1nJyLt3xbtn1qvtXJIvNEnCauqrsEuDiLqAoAsXYsnkNUbStXH1osn5SyYon6Q4MDz5uGaLx1wKye0QJiZvealVckR3zfbcvc9cj/oR6PakpUU0UAAMCSwgBku+QEALJqlfOsVNi5p/fc9Du1hB8gxsINPQGEZP9BryZMM3OR8K7b+lIz886egIsIAxxbfQCJHnGhyLQZrAUJjPk8QP3PiblPr/khsoQ+KqVHjAIS+qi07A0gdgbqE4HeHNQLZrZwYc5v5O8fcCszYCsTzqaEGDjZPiEptK27Z+7cOThNi73NgQyArBR8IBtFypjQY+ITTeixp554CMDkn48hZTAwJHTmliADbFSPHDQKDDipRw4ZxbqPltDFl/5S4FoY4P2AVcrOVeJHvUH9e39bFs8jGPJvI9SpefgEPer/9NF4STAM4PalXB/iAPjg9uu0/Cf1T9waqAiY2HJQWTBxVYiK4c/03fXT23Y/WJEfrMi37r1b1hVftqiYc5TLva//CGDo3IHOHa07lV55VaTfIAhecv8Kbaw8xJq9oG75v2n2KcO5SUha0TvIbwQUVeVSlQGnNOYdf3bmTe/cM1rtV9srWiAn7H1k9ZRij3ZHxYzvMtKlgu3ePA45LqpyLSkMv+2PoC3q9eIVTPVtF8v/+43slBtg3DdrivbDnZHIU08+Lg76WwVPuq2CJ/WYN/DKf8drfqAcgJbsmahX/37qHmLNNic+2tc9qnH/AHJ8VKtrDNGe7HnqycfvGXsLwLDJhqYNAJ5dz4AJYQnK4AwA9LsmoV4dcC2wqZmEBkUi0ItKfkKPDdrKeIPDqffNrU/sOWgUxCc6ZBTEZsXLesTxAHU/6WEz4Oh+33fhZa+RsJfGs3jO5xHUlC/UtbP1QY/V2/p6j71rZ0NQTeqf2HBQAEBsRSgGIK4Bn3fQnpseCVy/dVCl0vvDs72vvwbAiQE8ZXNFHv+sfszqrHhyplu/u+qNyjakSKPkajAqZUC5iHIRiR4k9BW9g2IaFDcIyWduL4Si5YpIUh80AaB8aYlbmX7XaQdWer9Zgbtm78QJxTyAV3XHROhdLHz0iYeEoQ13c3VkuyTbJatcl8Md863iA8Jon+V4acoV9FOOH2hTW4BiXtwfVtpzzhGifFILvKg4LkBe+4Jxty2Aluw5/q0XnLdr5aR0Wo/y+ldX/3kZ1fiolK512koZDBg28iL6GrJVYdczaKsTzkAZ93n8M6DfVsTexT/fs0fcxosBHJNQN17ixbzoBcZkVYQ3fzY29WdjU6tO0CWhiwuZrJ7Uqie1qv+jHZ6+6D+3oxJ6uW+b2BzgXbtqjXgv1xygEZ+DJ4DVY4Dmq0S73+tU/+T0T9xiKAAgtijkEEpcMzcsEmip8m+sa2il0vvaD3vfeN3dCjh/ZdKf+Qb1F3gxAFDn4dMSkRniZBCxWocy/425e6a4m1iMb1UZzBm7zUj1GaloqVIKsqFpQyxdAxiYnn+AtYlx//SccOFEytg/feHwQlGs3wtnT5Hc/6oeP93bsTRzAcBQNlTrQuWbtuX63DtYmXtF2k9bFOCuoGdTWtBrNXDGLQl4dPt2IbLfvWArdlncX2mIIpz8GWc9O+sq5qwU/PvusMhdGddlntA5MKbLY326Y/zf1y0ErjfwGDbh+P1baccRyD+w4+KxNNpTujcZ73MGPk/SHhGcTPT1iOZlk3rsr6Znjj7xkHjIB/wmoaJO2sqgLRoLyeMay7o7A4vZHIDv9apjuswT+mm3j4FoaHBKj5zSI0joXqHCIV+u/0nPbTNlADjsM97ZW3F2GLwEId61y9s3uOq/Rv4w4HJbAd6UbpT6v+ZrCeLaoBoAYqtDJQHE9WNmLQAz8xe/F1yh/o/XC+lb/+9uMDi77y5nvHjBVxzs52q80oVetzIr2vs4p7nqLaatePusueLlvtQjvrywbyG728wzR95xDuFc6Rj+HPnCL3/3s/8PxKuJbuEAI8YnFTtml3O8JJL74Vj9hP7Nr3z2r4596TXJdQJti4pSYFEGYPESC7Cd27TUzAWA3ZsBwF7x+f+IUCFXtlDMx0T5b27pvoXibR9+4gVRkWzkxIcWbj/9tgJgUsq6g5w4yFLG93vjIh7ISUElJCs9Hbfv7JoY/RGEuVCoMcj0WYIyt8kXULPN8T3rmsun80wOHH0MwJnjz8LNkufgY1rjncWA++qAPZujYqj80Z27picunHEqgB2TUACTugKxb6AxWJlBW/m+kg+Egt092+drZQMZyKpXz+BVERw0vQDRee2ktHzIbncqJbDi0v7L0rIbGFx5rcxqL3O/+ndzhBpPdtV/PhlvT17lnoMPUv/EmkABAEFQDEDcMC4TCaztP7csgGBw9o59ALB4AbicR9BlEVn+qwcAcI2AuneveIJ4LDmz5hfU5B2kFsvFS+cZ+JFcrAwmvCyHbBXAmJQBMGArR459/Iu/++WCmTlgKxz8jJSDrN5rVjhwVrIA5HhJGH3CylhSSA5FO5PbLTObv3BezCKvxqOZNIA8LwtvUBZgITUeTlsWL8VYWGwCMNf/R7gMvRQ2xZo3rHROCikhOaIpEYmbM3Ni8qtYAPlHE27GPJNVpacDwPy5c83S32PYZKc1DjD/6r57t6ZvqFsQPGzH39gnlwv2Xe+U/Y+/FgN4VqRWZsBWxn11wJ7NUaGS0Tq3Fy5cqFn41z4pm9RjA7bi1AHbyoSUtWRpe3fH+QsXASgh2R9jNDiBwl3+9wxAT+qRQ0YBrh1QC+pbg/lq0y/PZfoA1IcBtZNTBoAPLAUBWNeh/kn6E2sIBQAE4UBhAHFjce2DLGCtpb8fFpi9625nvHjhci3DVsBfxLl6vrW5cEWnAbhkANxvBPRvXjqvIBxCoIzqr73/3rb5t0MRlYOPmGxUcx7okAlv6Vrp6SgV7ILp+PP4bRy5lRGq0JJCcq16VRUBwNLigmyXxKl5Xo6ykD8ACEphqchFAADgXiPbHC1N9e2o5RHJ8XhPx+LiQlvaghwX1vj3zy77lskbb+B9LWKAQVs5cuzjf/BHX8nNXxp0s/OHbFWEOsIJ9LQeHbbjANwOAHHvm9IiAEjoAEalZcjxUEQqhass47jgj5i1htUAR8oY0+VBW+WpeWFOyn3Nyyb0GGQVVrqgRLR4R8HMCinv2P/b5awUUuzygK1O+PqIDRq55JGhE/n0sug9XHMC5cxtaOB3Aj1ktyO14C35n5SWxabNITPQsItW6xJwtUn/tY+8ykscEIY/7kGxFeA6foLUP7GRoQCAIGpQDEDcDMysNTN3EcCKCUK3nlB49o47AVffXG0YcHEWIQlYVXgxhoV3EHZS8y8j0VKGI8cSurAE/ZWXDBXhNoSCCFTBy6jOIfvlg7v5yrJNrJpnXG97bqWFcBTm/Z6zpzMG7rQj/+jYz/ze7/7RUiols5DT9wq4M8PHu2WZhWBlMqraFgrUAoCmVgB+vG2Bt+/adnF2JhqOA8jmlkSr4H6zOum0CmYNewINBdfa0MDgh4ZPHDs+ocuDhtV0jlNGLToAMPiTfHTPO9+zBPW/0ajGQxEp1pM4NzsnVtw5MGw6r3oeqWhuuuaOJ3UZgNLT+RPvfe/xbzxb6wQslvbdRmB1vqJAVFN+9p9/8Pljx8fdngYs0cNqEUst5+eUu96PRI+TBdTKAJQDnoNq8zfiClk1AKh/0esYEAyB1v6JTQEVARNEDSoLJm4GmiIP3rFn8I49P9198+2DrpByqfeHZwFhaLgTF6/M9sRPs72PB/NZ/ZSKrQ0ZGygVAVfMle0dphVCgPtEbwAsgciwCQYmHDmHndrWDKzMgAkApQYjIGC/Wb3XrAgrHlbv7OnU+KaM923vAcCtDKxMPhoVr0bzeW5lIKuhaqU2SZ+VkL8TsIfTHCBlfOTO3ds6O8U0nNJYYFILZMWbyuqLvXGnB3BC9wZi+Z8n9L+/9M7xb70Atw646X2496xO61Ge0Eel9KgeHe1zjpzu04VaHe3rbrhyxGQfe/yR0qUlNZMdNh27JAbHF6g+K6l1w4F+I9dv5MoFW0tuF+W/8OqbfbXUOdV5PsIOqBxoO/6tF2qfJaGfltKihMMrCBZ1wAft9pN63Y/WITPg1QS/LC2Luo6T0vJJPcKvQ/2vQovAQPw1AQfwKKl/YlNAOwAE0QLaCiBuKk6pwNzKRcO3jJA0u09UBZwHVm4Z1sDq7YG99dyFd5wccQCKttoNvTrgmBbIXOpZTAUR+Phr2QhCIbAqeBUoovJXe7X2lAlgVCTApAwO7qWsiDyT3S+9CfAqMKXH7jWyYin35d6EyPyxRB0wIHYD/vdPfuRHJ0b/YvQ0k1UO5HkZwOCC9ZoeF5/B4uVQRJKKPBMJq4USA0RXAbEbACsjRP+UrnitwQAcPPpBAKPH/9qLEw7Yyhkt4OXQe9sCjguQrA6YfMJtahaReHTHdnNm3u95P+RuBSChC3V+2s2Dyga5UgmgXqz7s+odIyAAwAOffezM8Wefyy+L/sGCuiygVl9O6LEBI8edLmbZvg8//vyFN3a/9EZ9+a/r+u/1BZPVbG6JtUUBhCJSpBxq6jjWYAqLTDmnhpz7NPb9TRkn9cghux3CGshtAdG6PXADYrfBaRi8E1eY/9N4EI++scivQ/2T9CfWD7QDQBAtoK0A4qaiKbLYFvjMbXeLbYE1m0rZ7n3V3QrAFTug+0W/v+EXhKJzRZ2/8HcVqx8/ObNaLafVWBX8y3cq//XOaB6VPCp5lP9mb2c55fSlGvalvA/aqrd6ffSnPurJ0P22MqUr4vihrFRn6+mu5R//1gt/NzfPvC5jAIDX9HheCqNeA6qBSPMdcrw01bfDawXQvC2w38jV2gJMzzX0BHDu47YC8FbNwx2d5YINt7WWOO17vSpQl/Ey7Mp6pcIanUwBT/37aW9nANIz8yOe+k/oo3pU5NKM6VFhNjquy+N9utiUmOjrEW860dcjynAn+7aLSyf7tnveoKJFgIgE+qfnROOwgel5hUlKSI7ZFQARTYGsCm/Q2gDIBJ0kH7/6hz/5x9mgwCHXA/SQzwzU3yS4NSkDwONLzlYMFs/7M/tb0So6SBmk/onNBAUABNEaigGIW0NDJLAGwQCv9r56tvdHP3L6m15eHgEAYu2wC426s3E9F1A0KJpINVntbuI0AFYadqGriGU1ZgYrqWD5O3s7/2Zv19/s7Sqher6r/bQe9bJfvPG4Lk/osieOJ/u2e44xr7i9upzaX9HlF1hpPlEWAiCHoiIGcA7u2AEAxTwHKlE55loJCR3vbwUw1bfDu+qMrggpud9WhAa9f3bZ7QlQuT/rxgDuMn8skx0wOQDudi1wcMOVMden39OnwyYbNpm4w4jppPQMmxieNmClR0yMTBvOJ00ZSBm9RwacSlw09A/WT2tcvNGYBjcmQVZVAEy6wYkXpTw786aRc/oou3lNcb/VqUDsG4h2wp1y9LHkXgBKJjtkQgyGTXArrWayYvKPZBXxrTlkMq91A1ao9HVSg+o7NLfArY749t4ON5MHgAgDWoS7LYtMeMp4dClI6p/YTFAKEEFcBkoHIm4xa5YgFAzN3nk34KUDtewV4OLJMuHb0yz9G84sFVdzAvXOFMUA3bv3ToxHi6VpXbvTljm4qAM+FywwtUPUrXoJMIMmxjUACEUkpacj5QlcXy5Hrpz3zH9EMg/ALV7e1bc7b7O8mbFylxzzn1gHB2ClHTsgKRySQu2hcN7MiPQhBqQj4Xih5LxHq1YAPbff8ZH7Dh3/k68COGDHADYlZQH42gIoXk8AAJ5pphg8cuzjMxMXZr7+7IQey0pBxa4AyEpBzxJ0yKzl6PusPxvxDo7q0REjD7DX35U8aOSXZ+a9blnOCRpWSooRXQicCmk3dgp1dKk9HamzPxI2R2JiToKTa+rv6fIBI8eAH96p/+QHn5j4z894dcBjuiyKmE+70/Mm3NANYMUaEl9s0OIJrOwRxBfP1z6vL+2tdfJPyhB5/zlS/8QmggIAgrg8FAMQa4VwELp1kQALIBia3eczCGoZBoi0n5AExi5T4OsZAV3WBUjAgYQO07hnIdOWSVvtCQYmAgAb1bTWjhVUGrwA4OzrXnY4d8Qob2UEFLJ4uef2O0oF27pw3pP7cijKLacVgNgNKClRAFK24AQArhGQcAXdb8eQMl7qbhPqX7QC6N17W97M5k3HMNTpnwXA1xNgUlfEuFm5PnLs4yeOfdn9ik24tbODtjquAVZmyFYZmN+MdaXwizkGoGnI8fdq209Jy+kFCz73Tw/hxelZiw7ZKgfGpcyArQJ8XMp6UUq/HUu0Byb02O4fZZAyJvUY5DisdFYKiUhANA5zvUErOSkYsytP3v+eExfe6HvpLST0cSkzZFhI9IxJ6RE77jqZtotOBY4fqBw/ZAZOSstMVg+1zPKvt/9vfAKrOoS2svnfhZY/WinjA9eh/kn6E+sWCgAI4oqgGIBYW26pl+hltwJEACDHL1PaC2DhHQCXWfv3dxXQdM7AFt65Y7l8O9QK2CIKF2ExsAqqd6MDrlQFILzkxUqzEMft3TFzZr7fjgGYlLIc2G/HOPBy2HS7/GYsXgIgs5AlhfWOdgDp+UVP7ovMn6hdyvNyNNbBADtQ4sVCxU0N8u7gBABu7a+/AKDjnn3p+Usij58B2bKFYt4p/y1bil3utxWnDbC7J1B7AMmeoaNP+AIAiKXxcV0etFWWMsZ0echWa0754oyWD9ZdFx/VACDWkwCQm0+JF+tiAPdb4PcAFeNxXR4wcgDGa3XA8sPR+NDRJz7/e3+6QvlvnTdormwB6OrqbpP48kKLnmjZsiVS/73CZf8gXt8gzD9bv7ivewKNrcHqaBQ9vjCA+3/UUwYAkflD6p/YfFANgMPv/M7vMMYYY4888shaz4VYj1BJALG2+L1Eb3rdcKXc+9qrANC1s9e0WlcFCKmXNS9T3SvHIcdXPM0t7gSAhI4OfXu2GLkwI4djFzrjL2sA0InIXei4E4l70CFOHJk2PAeboWnDs8cZmJ4/+sRDEU0Rtz0g1tdTBlLGoYUCUEtKkV01v5T16VE5zuQ4innHKrQtCoBb6WreYgEm2yXZLjemm8vqS72aGO43siIYCEWkp558vFywYaUPmJX9rg8p4BYeyPFJLSCE6KQe8xoA+6mJVFfFurXOtY5gABwPTWBUj466fpqesaa4j+j2NWIiFJGKZs4rfhDdlJ3vQiOunBblv3qsYfD9qPTM82NoLv81qz5v0Ir/mZcKdq1swC3/FQMlFBN1wGolUBuUc1ihlPmkHvE/mcYndlXqH0DXrtryv/ejnjL2LuUeXQqR+ic2K7QD4GBZVj6f/8Vf/EVN037rt35rradDrF9oK4BYP9zcbYHV04EYq2n6K7T4bDizuU0YY7cv5vaY+fF4FT6t5rpYcl6/UI36flUc/Mixj8+cGJ8+McbBuW8luwrxq46f1eMWL8ksJAKYYinT1dmZnl/MS+FoKCpS/+GWAuelcNQuFYM8EApKxSrkuFXOAxCCPhaKwsrk3A7B3lbAD/d0fObjH/6bY38IgCV0njJYQ98AOQ7ftoBIlXlgNi365j55977khx/7/K/+NoBBW5kQvcNkddDEuJSBrA6ZGHMGbExK+1w14wBGTJx2n7Ho8CWeXXuyZ//Rx37rV38bbttgz0rV/72qPdhEt/hy3L1bNshjFQY3wyeR7Jl94y2R2pSVQvfPLsMxCc0hoU9KObFv4IU3TFa1ZE/hwlzBZrAyXjqTt43j5QL5WwKflNKH7XakjJf1yGHX+cdzB2pMDRKtwbBavtlKiofDtxUQDAFw1b96teqfpD+xIaAAoI53v/vd//Jf/stPfOITaz0RYl1DMQCx3jCzlpnJmVnrxkcCIUnEAL1vvD6ryUB92+AryfBZ6cz6IxwIV/n2dPGei1mh705pXCxXjwjlV9enFu5VKwYAAKoA3EjAG4/2dsihqLhzMcxEACCy2OG2AhClwPlyXgQAwZgSLgdhpS1eFm0ELCkUs8sAvAAgJ4Vidnm/kT149IOJ5HYnAKh7BGxKj8HXE0C0Aqj1BAAAqL5+xsytwW14ltkgVyrMP/CNWdbXAWDYdOaw/0ODAKaOP+vdxL/JcFpKDxt5JPRRd+BvAuDFANxXB5y4Z9/5mber5YrXAPj+bGRSykKO95tVkeAEwAsDBo3c4NEnzGX+9tefFW/KnPLlWrGvqP2tbwnMTuqRw00tjZtjgJPS8iGj0LoauPkjt36JA8DieQRDjy6FAGRJ/RObF0oBqsE5P3PmzMDAwFpPhFjvUDoQsd7QFDm5fdtNaSxQtkU60OzeO3rNPIBa2+CUgXBbbRV/FcSZzchxljFZJtWVs/eY+b1LuW1ulgiAg9MLtcvrF6pXML1h5sy8luxh9bJSvBhwrxuevXTntPMReLUajkhi7VxIfwBR1whI5AJpqpPXXjdxu+xZfzpe/sV8jpfESn9qxkmD4fWi098T4P4FWzQCU5jU6tNApM43q38ASoU5TpoV5uXYKJms2CoR9prenDnQ3s7akz1+9V97OK6wHnU9Rk/3dZ/WOPOdMmhiwIQw5RwwnaKLp558/J/v2eO/4aQWyKkqnJ7HTvsCf4KTOTP/t2+9It50XMqMtWhy7JLQAZzUIyf7tgF4uW9bw+uO7q/PyBInt1T5fFX1754CAOjaKdQ/rf0TmxsKAGq8+eabhULh7rvvXuuJEBuAX3ruSxQGEOuTG99YoFLuffUVMDZ7hy8GWNVlpQ7vzIaNgu7dABi4XKoWC+k7lqw9ZqHLsjlqiv+gUThoFFZZ022OBT77Y0/Uv9biaga2z3AEPatvCyCSf/xyv1yw9Y52y9cWQJwgm5fuMTJucn9NiX7z7XnPirSW+ZPQhcQ8YOS8B+JPlxcdAGBlPvmTPy4G92ejAyYXPQEc2W1lBk0MThvi7YbcwbDJht1gaWTaufmwVymRMuLJnhZPDr7vnRwHMOoa/8PXZtghNT9o5AaNHFLGgJHrNyzxKRS7DCut2GWRCxTztSQTMUCW2xN9PQAm+nqeXc6EItJ4n+5tKYzpcgvbTbc7gZhVRo0BOKlVT9Y3/Do0ffGQUah9lErIO427ip9fkfSvqx949I0lALmkGif1T2xqQpc/ZcswMTGxb98+WV67lpzERuOXnvsSpQMR6xYRCQBIXn9jAV7tPTuFYHj2zjsB3ybAZdU/4Fn7t3hJ0QJVHkotBbLLwWq7o8OaalJvXxIL55wDScThS+4X6T2uyOM//WMfBPjDS6wKXgUuIAfg9U4ZAAdjvnwhBuwz0vuOjLxoZepW9+V4vpyvRCSlUNuLgJWJmpf2Zfh4twwAVtqKRuV8HsCh2dRZ3dk6iLFwqKMLwJ+cfSXWt2O/WQFyU7pywI6dkXLQFfhaAQj6jSzAJvUYUsZAysmYf19b27SRQ0LhKWMQGBevOtsaFoBBwxKDISPPACAPYNjIc+QZMGLkxRHvYbYP9f/B1//W0qMjdnzU8dyM+5+w2DEY1aBUAk6PBSszJmHIVlnK4IAwYwXA3Kdnzswnktv7T4xx4IxoAWZWJ6Vsv63AmHuxt13sb7C2KAAmq9kgjziDrFJhIjxQQvILvUHFroiJjdhxr7/BQZMBOKVxtRKAleGyyoCXpWVREuDM2/fjt7cSg+mkBp2Ulv2tgq8ALp6Vt/Z/VeqfpD+xEaEdgBoTExOU/0NcLbQPQKx/NEW+AdsCvIpysfe11wBg265aH9nL4hkB+WGMcajF8rZzs/ecW3IONqX67F3KfWApeBvifYgnEe9DnWxt5u3nx5NHhgAwgAHbEeuB/MDSikvAizMXjj7xUN1UARTzwbwvUrLS88tO6o6cz3uNrqxoVNz3XiNzr+GU6kIkyrsdgsVnP+NvFazHhFzmPvdMr3vuw1EVKWP6xJjzNAAAg27iUKuPcfkqvvahgfZkjzV/CXJc+IGKgTP2IdoGM2B4emHYyDeVCLfYSxEfQRguIWX0GznR2uz+2bTYnYgJLyAglskKX1Qlkx00626SlYLPKznI8dMaRrWaAymAQyY7NL0A8ENm4ND0RfEuzmutfvxEb+CrUv+c1D+xJaEdgBoTExP33XffWs+C2HiIGIC2AogNwfVuC5SLvT98dfauq0mVVDRH/Yv/V7S2crW9WFaKFcU4H7MrkXL1kFEAaukcQooBnDcpfrECndaCEa3mq+PpxRPHv3Hi+DeKmpOuEzSLYvX6gaVqFaiCv9jJmO/8pZkLAPYZyxyY7O0CeENaeZ6Xw3IcvJSPRpGxvBZjgld1FcA9RoYBhxeKr+iZaFwqF+yYXfb/dhXCOcdLXiuAM33bD5hVIDupx/ptFa5bzsNX/FC5e1vuz+ZvNvRM6LuPDED0TBBBnxz3XPZPa87aP+AIa//uwWkpPQQG8HFdhui0IGU4MGArE1L2zbGpn3jvewGc0WMHbMX9LM4AYF7574DJWcqY0GMPRBKDDw994ezrSBmKJGelIKwM3K0Ar3Z5VOOu7xOEh9Ihux2peV5vTtqalHEIQOJqlv8dv39S/8TWglyAaiSTyd/93d/94Ac/uNYTITYqFAMQG5Sr7jccDDsxwMXz2NaqVXAzWdPJtNH37LuY0+bOxYtlqVotI+AJclf3ewLd+f2U0gJtmgLwiKa0+XT/lVAws6Ikt2paVXCRGvSDzkDVdQf6x8d+9rUTo6+dOAXgdb0dbjWwaAyMYj4ejVm8VC7YoneYbJcA5nYTcxoDH541ATDg4NEPfm3slcz80n47NqUFYaX32zEG/CBsOlY/vo65dVgZABFNiWjKnpfehJDOPgsdAEj0TEiZQcPyNdPVRU+A4Vo/3Tjc1r8jJtqTPQeOPrY8M+9WALNRjcNKj9jxWuvfprBBZOGfrvMYrRtwK6PetgfA3Llz4rPUjImctscM9RZAwuT0s//qnz5/7Lh4F+bUAKDOCVQDrPSI3c7cWYlmxic1p0ZC1Gw0GIBycAb2srTc8tVV4Kn5x9yfutJgz1X9dJH6JzY06zoACHz0P96kO1e/+n80HFleXtY0bXZ2dteuXS0vIYgrgWIAYkNzFY0FWGD2nv0Aw8VzVxQDpBYAoFTg25O3vf7WnYu5qrug+9hSyHOc9FjSWJumRLTY1Sr+lcib2dTMhZKZqwJVVF/qDFXBAbz76I8B+P7xv/DOnOyOQQQAvAzAHwCIVgCyXbZ4SbQWZkAud0k4gd5rZB899sm3Toz9+as/8toCwF2hP+MWBDO4uUaASCjyegKoPR0XF+YjVWnA5BNSFrLqDADmjVcQ5bWB+2AZ8OTgwO4jg39/7BnnaGoBwKgeGTEK8FVE1OF4gAK+UuAG41EOFKLBbe3twq7UT9Y1L3L6G2SjE1LWm3x7sqfvpbf8jwUAS/TULPzrzUDFYj/zAoAVegO79QnMXyh82TDAU/+7jgxMm8aV/6SR9Cc2AVQD4DAxMdHR0UHqn7hOyB2I2NBcRb9hXu09O9X72g+xbRcunsfFplbBDgypBaE7eYCFglL322+L448thcR//rNzSTWXVINH9nYP3t6e1G+U+gcQ1ZQdg/u6B++QtFgA7PBS+dBSGcDSzFxnckfdmfl8NJ+HlXEcgQRtUa9CAOBC/cPKcC9lSFZP7kkAePPE6f12bMov9wEAB4zsATcq2G9WD5hVsSXSb1a9VsHBalHiFQATGhNqXgyYO/ZcemrJSLLqNNatpSfVJP1z5vzyzDx86h/AiGeek9D9/YNP69GG7JphNxXHS9xXMtkBkzOgKxz4yH2HYKVhpfvFZ7HSB8w6ox4x55yqOJOXggDG+3SRU+TYgCZ0sXfh72E8qkdO9XX7J3PIZIdMBkDN5ISy9568rxcEr4UEDT2bm/Cr/wvIkfonthq0A+DwO7/zO//zf/7P7373uzfpHYmtBm0FEJuGy2wLhNpm77wLcBup+rsFg3npJWqxHC+W1WJZLVZ+4gKi1WoZzPv1k00qAK7WePGayZuZpZk5y0xXgfRH3rXvyMg3j/1X79XX1YAnpvO83JFIZKpV0QgMgMXLMgsBzJJCsl0GYPFSLNYBwMqnQmpcKof2m5UpKQdgv5FtqpxldX84/bDYpB4LRSSlpyM7f6kccHsmWBnIKgO4m/oCKzNgqxMa/M10AQzZ6pjW2Fi3PdkzKqX3/sgCIN6lVjLgaGveUArMgRHTGdQOpowxPTpoWADGdVkk9rwx0PsTQ/tPH/9r70KPMzXvf+btTjBZzZatUESqliuifVjz3gVD49MSXkC1oynjpB45ZBQBnNQjh+12L1vM93xZQ+fgRpyk/yCALCX9E1sVCgAI4mZBMQCxyTBXqhsOhmfvvgdw7UFFDJAyABbgvL1QjhfL8WL58cXQjkzR/ysnc2t1fwNLM3OLM+er4A8eO6oifOy3/4iBceANvSYcRQAga+rSzAUhQy1eloXcL+dRzMssbEmhWCgKK2NFwrtu67skmgC41qI5KXTfrAn4i3TrYgBX3bJEsmdCj5kz8wO2AmBCynoDAIO2gpQxoccGbIWlFsZ1edBWRebMmC4PGRbAxvSo8P4X9zxw9DEAZ44/K46M6lFn7b9+mX/Ul12jVgKiCdqIHXcaMvi65LptmDmAwaNPABg7/i3elL4l3s4pBbYVZ/5G7vu98V17bytcmFu08o2VA0GuVAIAvFLgTDmnhmIADppuOpB4egn9pLR8yCh6MUzDt5WJjY6VCoVTxt6l3G2I4yrVP0l/YpNBKUAEcbOgXCBik9FsJ+q8UCn1vnoWALbtAoDF80gtAGxbzu5L5btyhZ99o/Sz0+XtPvWfSSrsyO3xpL5W6h9AZ3L77sE7GfCxpz8jjggtu9dYvsNYbj6fW5k7jbTb+cvpEwxAtstiGb4jEnnqyceFJM3xEuQ4k+MApvp2IKGfkXJndMWrBGi+fd+RoSfv3jcgOoWlDDFgKWPA7cAFUVabMrhoBeDurgwZTjzmdP4S3X+TPe3JnjNe99+EDmBUjzQrY8dyx0o/vBQYNsG8rgheGa73f86XDev0DU2XHfpdb9ABIyc2DR6YTYvMHMX1BlUyWW8wYgJWWnUHR7LKQdNtK+b5w7o9wk72bWvoC+adxsF5ortpOs4Jjy2FSP0TBCgAIIibCpUEEJuVxsYCdtiLAZxuwUCV4RNvlf/XN8qRctUGA5BJKp70X8PJe0Q19Ref+9Jffu6//vjTn2Zge5dyABda1osBwpG20qVFIfE5MDi7VN84TIWsCpv/cEQCsN+s5nJLIk7g7plTbisABkz1bZ9yk2Rq2TIJ/c/GplpOsmUjZN40aBjvPjIgsv9FxwYOpyHDqMa9JX+PkemFEbdt8LCRH3GtgZykfNSKcd34gWlDA95LTkODhH5Gj4n/n9RjovnxRC0dCACOPvHQY9t3ABg0MTRtQPQcEG2MU4Y3hxGjINT8QaMgAh6gxaJ+XQxQ3x+AN+wMpAyh/jn4riMDpcEeUv/EFodSgAjiVkDpQMSmx8xaZq7wu309ANv7+puv33F7n5n/5KlzohVUJqmsE9Hfktnx11KmmYH9RmfMv6T9uhqI93RCjhtz8wAGFyzvpbFu2SsFtngpxsJqT+dHhu495abF1+qA5TiEPU4x77UCUELyAbN6RsqK2uJ+s/rOPtWcmR9w23451/qd/utg3sFxJwUISPQwp/XvwGkpPWLkl5frk+N9CT/Own/NA7Qxk4e75bmexyhk1emTIKvt3TGtEnx7Kc1rqfxOizTx6ZyBu9gvnEyPHPv4zInxt0+MO3NO6GNSZtjII6GPSWmfmWn7qLQM4KDdfkpahhw/ZDY+g5Mah5X2en6dbHWalzt0+1LudrSDkv4JwoUCAIK4RVAMQGwFZoxLv5fcvtvM96YLvcuFvUtWSG9bz9LfY3b8tZSZGuuUAHjy+nU1EL+tD4AIAGQW2mek3dx9drq3o1YHzMLqbcnFhflyJvOuhSIA5lp/HrBjWKEVgJcEn6vmd/Z0mTPzkNVs2XpgNi2M84VuHtdjEBo6oU9I2QEjJ3oCwO3PBVEHLDnq/MnBwemgNTH6uqjohTNh50+hrUfs9qYOAD5BIFKG3FYA3jw9tGTPudk5YQmaC/KYzyTUO8dvCcqAB7LRmX1K0WZ3zWTHpQxkdchkYzWD/zh8qf9etzJvAKBO3/uTgnw+oc2neU5TlPZDEB4UABDELYXCAGLTk01bM3NWTyGjtMfUZM9aT+cqmDzxAw6Md0pw18tf19vjPV3wBQCiFcDQ7BJzNwpe1ePCCEjt6bw4O1OxSzEWFn0A6let2ZQ/H6a+FUAhYKNUjARVANnckhLrFMb5zG28JQYDJp/QWuYE1aH0dADIzl8SUxBhgLscvrDSVaN6ZMTIc1+mDfe1AvAjDIvMs69DVjkAK9NvK5Mag5U+YCtntIAY/KCT8WLeCwCUkFyIhbVwW8HMNjQWEIMGxZ9pKgj2lvxPSsuHjEJDUlAtBvB2Bnzq/6r6fJH6JzY9VANAELcUKgkgNj1KXL5Xl7cP3L6x1D+AvYP3igF3k8j91cBRFvJaAbymx70z765VBte856f6drzUq7lfMSG/9xu5/W6Gj9cK4ICtHDCrEq9IoZBzk7YofA76AJhrS9qg/p0OAPWEIlIoImXnLw03pM14pbQeCV2Y7o+6pvujfbr/GgaMmGzYZLAysDJDJsTgPZGOpx4eAjBg8sFpp89AvxikjAPTcweMHFLGu9+YV+wyrIxiV8REe7Z1XjKXACgVJh6XUmEjJgOYU/4LqJnsiGP5nxV1wKpdOWQyf8IPwE72dZ+sD06cXgHitJTx2BtLQv1nk2rgyF5S/wThhwIAgrjVUAxAbHqkG9fA61Yia6r80MjAUvGOpdztSzkRA/yToXv+ydA9tUZgbl3vD/X46d4OMR6ZvXT39AXnLm1RJye+mG/p+SPCAJYykDIOuFY5/+Zf/JMP7+5Dg0lOhdXaXVmZAdPJlvEG71ligyYa1PnHHn/vUw8PiVuNTBuekQ5vsMz0ls/lOIBRjWdUBcCohtNa/YxTxrCRHzbyLLUwZFhDhqW1MzhORAsAPK/PflupKwgG+o1cv5EVH6rf5NzKdEiSmPOQrQ5NL8DKcGBk2pneyPSCqAA+OL0gKoAPGgUh6A95/cvAaqn/Gq8LA8Rp15r2A1L/xJaBAgCCWAPIHYgg1id3BMK7kntiCKFeLg/MLt45fY43+P8Ap7uj3oFPffj9rC0iegJ4ccIZXflBr6NWp3yePzX/n5SRSG4HMH1irN/dHxgw+YDJuZUZtJUBkw9Mz4uF+YHpebiDAVH4mzJEiy6eMoQ6R8pYnpkfNvJC9I8YeaeEt8nVRzDibhSolYA3be+Spk2DHiT0b89deOb5MST0CV2e6OsR10/2ORs+Z/q2n9ECACaFHZDPEvToEw+JqXo2pmKeAEbcge+99FN6hCX0k9LyyZqBqTPbQ2bA6ftbbxX66FLoUd/C/1Ul/ZP6J7YOFAAQxJpBMQBBrEO6kjt2JfcoCLGmLlN3GmkAtd2AYh7Aq3r8VTcj6Cd6e++dvgDRBwDwtQLYLvTrlB6b6tsuTj6jx87Uu2QC6Beu+SkDKWPQHcDtAOAfADV1Pui2AmhP9mjJngm//X9C58DpPv10n0jy6R7ta7TJHzHZiMlgpUfs9pEm9/1aUpAbNoQ6OssFe1xzoiAvW2lSC+RUJ1spK4XEE3ixt13EBhOONygmdLeDRP0D9t6IJfSa5b/YmpDjjYv9AFLGoemL/ufwKC38E8SVQQEAQawlFAMQxDpExAADSzZHo1HGPiM9JFoBeBn/sgpZPdWb8M6518gCaGoFEBBO/GLs6GPgH3rbNVEs4TPUn2gKDFrCV+4DwFGX5MPdgfizsRtAyvC774uGwU7Dr/oOAEKjf+S+w96ljtWPm9MfqzBvGyErhcSrALJSELL6zDe+fcm2AYzr8lgtDIB4o1GxQeHbnTgoigEqNa3ief+zlCEmI1KDHlsKibSfXFINXs3CP0j9E1sSCgAIYo2hdCCCWId0JXcAfHDJXpxxkvv9vaWcrQCgVv5bzB//1gt/MzcvTnrXQvFds6aQwopdrt23LonIiQf+x+w7f/jsSwAgq14izYQeG28dBtRW5Cd0WXwx7orpPR9+7A++/rcAZ66M5sCIiZofqDeBpo6/Ndy2waf79NNS+nSfPtpX09MMTEv2fOS+wyKV/z1ZecAERLbS9LxwBOqfnlPsshKSvc+uhORckJcLNgswEQxkpeD39nYjoZ/Wo979R/u6G0yOHE9PK3PIDByavggrwwDm61L82FJYSP9dRwZyV7/wT+qf2JpQAEAQ6wKKAQhivbFvcD/A9y7lfus3//dmt527jPTwQl40AvMOMlk92Zt4xa39FWag8Hn+ADhgVg9MzzkX+OKBSc35jTyhsawUFHf7fm98XI+JPYEJPSZS8Cf02ERfj5Dp4326Nxjv07Vkz65t28b69OYJD5vO242YbGTaNQNt5QsE1IIT8f8MOK3VWYIuz8wzN5WfpQyRmMSAASPHUgsMrN/I9U/PAVDscr9ZBRDLZD9y3+Ft3T5vqGL+tMazqgLgtAZRhXxK46fcN2IQeT4LorSXAYfFNgUA36o/wLJJ9QJytPBPEFcIBQAEsV6gGIAg1hWypu46Mjhy5N3eEf8mgBjfPX3eO8JkNW9mUMzneMlrA3zAyO53S2APGLkDbgb/u2eXvf2Bnq5EqWADPoefYt7pAFDM56Sg4/4pqxMaJjQv894ZjGsQGjoUkZ75xrdfe/MCgDGNe3rd+cM183GLbl0lndBH9YgYwN1fcKoCGvBCnZTx9tefhT9rv2W3Yq/8F+ifnus3cubYxEfu3KPYFeENKl5SKixbzqG+Ctl7I+f2/g9SJ/2RTSqBI7dfbbM5Uv/EFocCAIJYR1A6EEGsK7oQvevhg2iqBvZzt5G+20izqAw0tALY7oQBCX1KyjZf6MQDwNGf+ui+mbSnfQem59EW5QC3MgqTnLNltaXrv+emX3trYQmKOr3O61b6ffdJ1HJvRjXuNjl2cPYKrPSIiZFp5w7t7XVnNQj/+pCAQcQAvnfXkj0DotAZUOyKcC9V7IrYoBix28U7wpfn47+5X/pnkgq7eukPUv8EAYTWegIEQTTyS899iRoGE8Q64dnP/cFvfPY3hpbs8U5JqFveSvV+gLWddQV3jIXF2nyOl6b6duw3qwCE4c8Bd0Xco9+1+ul37pQD8MBsGkiLUmDFrojf1UomO2ir45pIuFcBjEuZQVuFjXEpA+Bjj79Xa2dfOPs6gKFpw6mybXDy8c+/vhUAgFMaF3W3jgOSt1eAPBNOncijvbG/G3PuycSuiOee1GyjVOesalgTuoyUMQTGACA/DAAFAAeNAlBw5+lM9rGlkPcpMkklnnStl64Gkv4EIaAdAIJYj9A+AEGsH7qSO6zdPUNLNlbbCuBHn3joHiNTawTm9vRt8PwRA+a2AtCGBo5/64XJVvW+g0YOwIDTCsB1/JyueYAO+loBiHR8c2Z+yLXYH7Ljjp2/z2DntB49rUdruf4AgBGTHXQTfk5JTvPj+gX4WgQhPItYq7Qf1rQt4O0DCMyZOd/pfNCwOLDSQ2XA3qXco0tBseov7nLNq/4g9U8QPmgHgCDWKbQPQBDrhJ3pQqKj44135oeW7PHONrTaBOhI7hCDw7OpV3TH+iZml2u/ZsUqe9n6h25JiXWKutgzfdtDBVORwgAm9RjABuq3CAaN3LguIgE2YKtC2Q/a6riUGRRnuHn8AL7x6o8e2XEHEvqYlIGsDpkcwOm+boDDwmifzgBYgBwflTl8LcAEB6cXAJzSI/B57KAmzxkD50B7Un/65z/xq5/5Y/clxymVAxycu+v+wkFVvHQe1hudMQCpmXkAT3/mE5/77T9a/Zk/uhQEGEO7d+SaV/0FpP4Jwg8FAASxfhH7ABQGEMSaI2vq3sF73ho/O7RUHOtsa3i1wYBf9AEQXkD7zQpSC14zYMBxDp3UAoCjZo1Ly84dZfX7vcEHZtNI6BNSFsCgrTBkJ/TYgK0yYfcpq4Mm4Fp/DhqW02IsXlTknr/84dmyBkAFMKYhG1SUinNngHMwJsczwapw1h/VeC0GcEX/QaOw0kN4/1IQwE/+2AffOTHuhQ7cDQxQCxicnCDmPpidiO1Ycs5/av/QzPNjzTfnwPuXAgEw5mQTOXe7pLE27bqkP0j9E0QTFAAQxHqHtgIIYj0ga2pPsnd+ZnZkqbQM+83OuqSdjuT2SzNzcGQrB9h+IzulK0gZALtvdnlKLwNwvIHc3739ZvVsDwBkpZAScrz8J/p6BkzuWP3IEGp+wnnRtf0pB4WLznifLuKB93TsGXjy8S98/rh/Vk5xsJeSJMcBqJnsiN0+qnFYaaAdrcpt/Ty6VKs+5sDuI4PvnBhnYGktENGcD9TmDhoomNmC6ZRGhE0bwPTzY488/YkTx74ssoMYEABjThlA7V0YkEuqES22bYU7XyEk/QmiJRQAEMQGgGIAglgPdCV3ADBmZtshHVwqj3aGVz//gJH1SmRF+a/I++83q0gZk3oMUB7I2xN6+7kLFwHAykAKAhC+n62dNT2ErHdLgduTPQAGTYgq4SFbBTAmZYbsOLMhigFGTCBlnNajHNxtBbDiej+AR5dC7tK+yOrBshb4v/qebNOU6JF90dWnBwCIaApQKxoumNmXv/HdF45/s6hJACJmCWAij4iBpbWgiCjEZ2lvfcurgNQ/QawEBQAEsTGgdCCCWA90JXcwYGHmPAcOLpVOdYaFTO9Ibn/jxGkAQrfXa/daaWy/kZvUY2JboN+wAAvtPUefeOi7x748qVcAKHZlIMsnNCZa6k5qjFsZBgzY6oSUASD8f/7eWxZ3rYe0ZI85M89SxlDKeQHAEADkAQw7Z+cBDBt5hrx/Yn72LuUA3ObKby+rx0qq7Um9+9qemovQ9w1RgUfLvsfXDKl/glgFcgEiiI0EuQMRxJrTmdyxZ/AuAAA7vFQ+vOSU/L7pBAAt8Avtfl+Zr88tp+74wPS8NxBeQCxlDLhWP0gZ75nNwMp46t+5z6qZPH5W8jLau5S7De23+Rbfc0k1l1TDR/a2X5PxzlpB6p8gVocCAILYYFAMQBBrjqypuwfvlDUnCedjBwae/vlPiDFfzfveg7Gm5XcGOB2yUgaAAV//rAEj13RbONafLlo7W56Zv7aPw4EPLAU/sBRqlv7tSX3DSX9S/wRxWSgFiCA2HpQORBBrjqyp8qC6NDNnzlwQR+5bqgAsAPxDZ9A9q7kX1o3B7b2FIcMC0J6MA3j7xPjqVzW4l4psnz40+uvkkiqAjaX7BST9CeIKoQCAIDYqVBlMEGtOZ3K7rCmz4z/6BfaugKvL71+qCi9LBny/s1YAcPtS7s3OGOodb1anueGAd/zKaP1W71sKMoBBrW/mxXPJeHtSv/7q2zWB1D9BXDkUABDEBoZiAIJYc6KaunNQzZvZ1MyFsmn5XuEAe88SZ4DrdxnbuYQXOhvv8PTPf+K5Y1++grdaKRxwuvOucsl7lwJwL/Z7boqX88k4AJL+BLF1oACAIDY2lA5EEOuBqKZEB/cBEJEANwtOb1yfKZD44uElwCfkkwe2A3h4qb7rLvB8U5ywOk///Cfed+y4EPoebIWAQcyk4Oj+Hunq3mp9QeqfIK4BCgAIYjNAWwEEsU7wRwLwdcIKmkUA9SahjIG7q/JClDO4ZcRHlkQ0wLwTnGt8d/DGDx4YhrvMvwoZ12i/TVMimhK5AR93jSH1TxDXBgUABLFJoBiAINYVUU1x/7+uE5b/nIKZfXvmnc/1PcmSHQzwmuYCaDNLzLchwOu3Efw01wPktBCANk0RZwq5jxtttL/mkPoniGuGcX5TDApuCIGP/sebdOfqV/+Pm3RnglhzKAwg1pwweUzfOPwxQ0P84OFrsLUlIOlPENcJ7QAQxGaDtgIIYjPhl/VbR+KvAql/grh+aJGGIDYh1CyMIIhNCal/grghUABAEJsTigEIgthkkPoniBsFpQARxKaFHEIJgtgckPQniBsL7QAQxCaHtgIIgtjQkPoniBsOBQAEsfmhGIAgiA0KqX+CuBlQChBBbAkoHYggiI0FSX+CuHnQDgBBbCFoK4AgiA0BqX+CuKlQAEAQWwuKAQiCWOeQ+ieImw0FAASx5fil575EYQBBEOsTUv8EcQugAIAgtigUAxAEsa747HNfJPVPELcGCgAIYutCMQBBEOsEkv4EcSuhAIAgtjSUDkQQxJpD6p8gbjEUABAEQVsBBEGsGaT+CeLWQwEAQRAAxQAEQdxyKOmfINYKCgAIgnCgdCCCIG4ZJP0JYg2hAIAgiDooBiAI4mZD6p8g1hYKAAiCaIRiAIIgbhKU9kMQ6wEKAAiCaAHFAMQ1E6bfLMQKkPQniHUC/TNNEERrqCSAIIgbCKl/glg/UABAEMRqUAxAEMT1Q+qfINYVFAAQBHEZKAYgCOKaoaR/gliHUABAEMTloXQggiCuAZL+BLE+oQCAIIgrhWIAgiCuHFL/BLFuoQCAIIirgGIAgiCuBFL/BLGeCa31BAiC2GCIGOA3H/mZtZ4IQRDrEZL+BLH+oR0AgiCuBdoKIAiiGVL/BLEhoACAIIhrhGIAgiD8kPoniI0CpQARBHHtUDoQQRAg6U8QGw3aASAI4nqhrQCC2MqQ+ieIDQcFAARB3AAoBiCIrQmpf4LYiFAAQBDEjYGahRHEVoPUP0FsUCgAIAjiRkIxAEFsBT773BdJ/RPExoUCAIIgbjAUAxDE5oakP0FsdCgAIAjixkMxAEFsVkj9E8QmgAIAgiBuClQSQBCbD1L/BLE5oACAIIibCMUABLE5oKR/gthMUABAEMTNhWIAgtjokPQniE0GBQAEQdx0KB2IIDYupP4JYvNBAQBBELcIigEIYmNBaT8EsVmhAIAgiFsHxQAEsVEg6U8QmxgKAAiCuKVQOhBBrH9I/RPE5oYCAIIg1gCKAQhi3ULqnyA2PRQAEASxNlAMQBDrDUr6J4gtAgUABEGsGZQORBDrB5L+BLF1oACAIIg1hmIAglhzSP0TxJaCAgCCINYeigEIYg0h9U8QWw0KAAiCWBdQDEAQtx5K+ieIrQkFAARBrBeoJIAgbiUk/Qliy0IBAEEQ6wuKAQjiFkDqnyC2MhQAEASx7qAYgCBuHpT2QxAEBQAEQaxHKB2IIG4GJP0JggAFAARBrGcoBiCIGwipf4IgBBQAEASxrqEYgCBuCKT+CYLwCK31BAiCIC6DiAF+85GfWeuJEMSGhKQ/QRAN0A4AQRAbA9oKIIhrgNQ/QRDNUABAEMSGgWIAgrgqSP0TBNESCgAIgthIkDsQQVwhpP4JglgJCgAIgth4UAxAEKtATv8EQawOBQAEQWxIKAYgiJaQ9CcI4rJQAEAQxEaF0oEIogFS/wRBXAkUABAEsbGhGIAgQGk/BEFcDRQAEASx4aEYgNjikPQnCOKqoACAIIjNAMUAxJaF1D9BEFcLBQAEQWwSqCSA2IKQ+icI4hqgAIAgiE0FxQDEFoGS/gmCuGYoACAIYrNBMQCx6SHpTxDE9UABAEEQmxBKByI2MaT+CYK4TigAIAhi00IxALH5IPVPEMT1QwEAQRCbGYoBiE0DJf0TBHGjoACAIIhNDqUDEZsAkv4EQdxAKAAgCGJLQDEAsXEh9U8QxI2FAgCCILYKFAMQGxFS/wRB3HAY53yt57Aix9lHbtKdj/Kv3aQ7EwSx/vnNR35mraewmQnT0tINgqQ/QRA3CfpnmiCILQdtBRDrH1L/BEHcPCgAIAhiK0IxALGeIfVPEMRNJbTWEyAIglgbRAxA6UDEuoKkP0EQtwDaASAIYktDWwHE+oHUP0EQtwYKAAiC2OpQDECsB0j9EwRxy6AAgCAIgmIAYo0h9U8QxK2EagAIgiAAKgm4QZAH6NVC0p8giFsP/UtNEARRg7YCiFsJqX+CINYECgAIgiDqoBiAuDWQ+icIYq2gAIAgCKKRX3ruSxQGEDcVUv8EQawhFAAQBEG0hmIA4mbw2ee+SOqfIIi1hQIAgiCIFaEYgLixkPQnCGI9QAEAQRDEalA6EHGjIPVPEMQ6gQIAgiCIy0MxAHE9UNoPQRDrCgoACIIgrgiKAYhrg6Q/QRDrDQoACIIgrhRKByKuFlL/BEGsQygAIAiCuDooBiCuEFL/BEGsTygAIAiCuGooBiBWh5L+CYJYz1AAQBAEcS1QOhCxEiT9CYJY51AAQBAEce1QDEA0QOqfIIj1DwUABEEQ1wXFAIQHqX+CIDYEFAAQBEFcLxQDEJT0TxDEBoICAIIgiBsAlQRsZUj6EwSxsaAAgCAI4oZBMcAWhNQ/QRAbDgoACIIgbiQUA2wdKO2HIIgNCgUABEEQNxhKB9oKkPQnCGLjQgEAQRDETYFigE0MqX+CIDY0FAAQBEHcLCgG2JSQ+icIYqMTWusJEARBbGZEDPCbj/zMWk+EuAGQ9CcIYnNAOwAEQRA3HdoK2ASQ+icIYtNAAQBBEMStgGKADQ2pf4IgNhMUABAEQdwiyB1og0LqnyCITQYFAARBELcUigE2EOT0TxDEpoQCAIIgiFsNxQAbApL+BEFsVigAIAiCWAMoBljnkPonCGITQzagBEEQawM5hK5PSPoTBLHpoR0AgiCItYS2AtYVpP4JgtgKUABAEASxxlAMsE4g9U8QxBaBAgCCIIi1hxxC1xxS/wRBbB0oACAIglgvUAywJpDXJ0EQWw0KAAiCINYRFAPcYkj6EwSxBaEAgCAIYn1B6UC3DFL/BEFsTSgAIAiCWI9QDHCzIfVPEMSWhQIAgiCIdQrFADcJSvonCGKLQwEAQRDE+oXSgW44JP0JgiAoACAIgljvUAxwoyD1TxAEAQoACIIgNgQUA1wnlPZDEAThQQEAQRDExoDSga4Zkv4EQRB+KAAgCILYSFAMcLWQ+icIgmiAAgCCIIgNBsUAVw6pf4IgiGYoACAIgth4UAxwWSjpnyAIYiUoACAIgtiQUEnAKpD0JwiCWAUKAAiCIDYwFAM0Q+qfIAhidSgAIAiC2NhQDOCH1D9BEMRlCa31BAiCIIjrRcQAv/nIz6z1RNYSkv4EQRBXCO0AEARBbBK28lYAqX+CIIgrhwIAgiCIzcPWjAFI/RMEQVwVlAJEEASxqdhS6UAk/QmCIK4B2gEgCILYhGyFrQBS/wRBENcGBQAEQRCbk80dA5D6JwiCuGYoACAIgti0bNZmYaT+CYIgrgcKAAiCIDY5mykG+OxzXyT1TxAEcZ1QAEAQBLH52RwxAEl/giCIGwIFAARBEFuCjZ4OROqfIAjiRkEBAEEQxBZig8YApP4JgiBuIBQAEARBbC02VgxASf8EQRA3HAoACIIgthwbJQYg6U8QBHEzoACAIAhiK7L+SwJI/RMEQdwkKAAgCILYutzYGCB8436nkPonCIK4eVAAQBAEsaVZb/sAlPRPEARxs6EAgCAIYquzftKBSPoTBEHcAigAIAiCIIB1sBVA6p8gCOLWQAEAQRAE4bBWMQCl/RAEQdxKKAAgCIIgatz6dCCS/gRBELcYCgAIgiCIRm5ZDEDqnyAI4tZDAQBBEATRglsQA5D6JwiCWBNCaz0BgiAIYp0iYoDffORnbvidSfoTBEGsIbQDgPn5ecbY8ePHL3vml770JcbY0tLSzZ8UQRDEeuGGbwWQ+icIglhbKADAxMQEgP7+/sueOTU1tXPnzs7Ozps/KYIgiHXEDYwBSP0TBEGsORQAIB6P//Iv//I999xz2TOnpqaGhoZuwZQIgiDWGzfEHYjUP0EQxHqAAgDcdtttv/ALvxCJRC575tTU1JVsFBAEQWxWrjkGIKd/giCI9QMFAHjooYf+7b/9t/4jMzMzP/dzP7dv3z5Zlu+9995PfvKT4+PjhmFcvHhxcHBwjaZJEASxLriGGICkP0EQxLpiqwcAlmW98cYb3rp+tVr9rd/6rf3797/wwguPP/74b/zGb3zgAx/4i7/4i3e9612f//znAQwMDKzldAmCINYBVxUDkPonCIJYbzDO+VrPYUWOs4/cpDsf5V8Tg5MnTx4+fPjZZ5999NFHAfzKr/zK5z//+V//9V//1//6XweDQXGOaZqPP/74Sy+9FIvF0ul0ILDVoyaCIAhBg0NouH5RiaQ/QRDE+mSra1lhASTW9f/u7/7u13/913/v937vM5/5jKf+AWia9gd/8AcA9u/fT+qfIAjCY5WtAFL/BEEQ65atLmcnJyd1Xdd1HcAv/MIvvO9973vqqaeaT9u/f7+qqlQAQBAE0UDLGIDUP0EQxHpmqwcAExMTogDgnXfemZqaev/739/ytIWFhUwmQwUABEEQzTQ4hJL6JwiCWOeE1noCa8zk5OSnPvUpAPPz8wB27NjR8rRvfetbAKgJAEEQxErc8IbBBEEQxE1iS+8AzM7OmqYpdgD27dvHGPvBD37QfNrc3Nwv/dIvMcYOHDhwy+dIEARBEARBEDeSLR0AiApgEQBomva+973vS1/60gsvvOA/Z2xs7AMf+EAqldq7d28sFlubiRIEQRAEQRDEDWJLpwBNTk6Gw+G7775bfHn8+PH77rvvkUce+af/9J/ed999hULhBz/4wV/91V99+tOfDgQCd91119rOliAIgiAIgiCun60eANx1112SJIkvd+7c+eqrr/7qr/7qd77znb/4i7+IRCKHDh365je/+eijjz7++ONPPPHE2s6WIAiCIAiCIK6frd4IjCAIgiAIgiC2FFu6BoAgCIIgCIIgthoUABAEQRAEQRDEFoICAIIgCIIgCILYQlAAAADVavW//Jf/cvDgQUVR7r777t///d9f6xkRBEEQBEEQxE1hS7sAefzkT/7k+fPnf+3Xfi2ZTH7nO9/5V//qX3V3d3/oQx9a63kRBEEQBEEQxA2GAgD88R//8cTExNjYmCzLAPbu3fvCCy98/etfpwCAIAiCIAiC2HxQChC+8pWvfPrTnxbqX6BpGmNsDadEEARBEARBEDcJ2gHAn//5n4fDYe/LdDr99a9//Ytf/OIaTokgCIIgCIIgbhIUAKCtrc0b5/P5D3/4ww8++CDl/xAEQRAEQRCbEkoBqnHx4sX3vve9mqb99//+3wMBejIEQRAEQRDEJoRkrsPExMThw4fvv//+r371q5FIZK2nQxAEQRAEQRA3BQoAAOCrX/3q+973vv/4H//jf/pP/4nW/gmCIAiCIIhNzFavAeCcP/3008ePH3/22WdHRkbWejoEQRAEQRAEcXNhnPO1nsOakc1mP/axj73zzjt/+qd/quu6d1xRlGAwuIYTIwiCIAiCIIibxJYOAP7wD//wU5/6VPPxt99+e/fu3bd+PgRBEARBEARxs9nSAQBBEARBEARBbDWo4JUgCIIgCIIgthAUABAEQRAEQRDEFoICAIIgCIIgCILYQlAAQBAEQRAEQRBbCAoACIIgCIIgCGILQQEAQRAEQRAEQWwhKAAgCIIgCIIgiC0EBQAEQRAEQRAEsYWgAIAgCIIgCIIgthAUABAEQRAEQRDEFoICAIIgCIIgCILYQlAAQBAEQRAEQRBbCAoACIIgCIIgCGILQQEAQRAEQRAEQWwhKAAgCIIgCIIgiC0EBQAEQRAEQRAEsYWgAIAgCIIgCIIgthD/f1QuAzXPy3R5AAAAAElFTkSuQmCC\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 }