{ "cells": [ { "cell_type": "markdown", "id": "arranged-tenant", "metadata": {}, "source": [ "# Example 21 - Coal Seam Mining\n", "\n" ] }, { "cell_type": "markdown", "id": "comparative-annotation", "metadata": {}, "source": [ "This example will show how to convert the geological map below using ``GemGIS`` to a `GemPy` model. This example is based on digitized data. The area is 3727 m wide (W-E extent) and 2596 m high (N-S extent). The vertical model extent varies between 2400 m and 2475 m. The model represents a coal seam that is outcropping at the surface and was encountered in boreholes at depth. \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: An Introduction to Geological Structures and Maps by G.M. Bennison" ] }, { "cell_type": "code", "execution_count": 1, "id": "young-integrity", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:50.002144Z", "start_time": "2022-04-05T09:18:48.773253Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "img = mpimg.imread('../images/cover_example21.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "alike-configuration", "metadata": {}, "source": [ "## Licensing\n", "\n", "Computational Geosciences and Reservoir Engineering, RWTH Aachen University, Authors: Alexander Juestel. For more information contact: alexander.juestel(at)rwth-aachen.de\n", "\n", "\n", "This work is licensed under a Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/)" ] }, { "cell_type": "markdown", "id": "allied-vessel", "metadata": {}, "source": [ "## Import GemGIS\n", "\n", "If you have installed ``GemGIS`` via pip and conda, you can import ``GemGIS`` like any other package. If you have downloaded the repository, append the path to the directory where the ``GemGIS`` repository is stored and then import ``GemGIS``. " ] }, { "cell_type": "code", "execution_count": 2, "id": "neither-funeral", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:51.869568Z", "start_time": "2022-04-05T09:18:50.005145Z" } }, "outputs": [], "source": [ "import warnings\n", "warnings.filterwarnings(\"ignore\")\n", "import gemgis as gg" ] }, { "cell_type": "markdown", "id": "latin-packaging", "metadata": {}, "source": [ "## Importing Libraries and loading Data\n", "\n", "All remaining packages can be loaded in order to prepare the data and to construct the model. The example data is downloaded from an external server using `pooch`. It will be stored in a data folder in the same directory where this notebook is stored. " ] }, { "cell_type": "code", "execution_count": 3, "id": "polar-appliance", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:51.885573Z", "start_time": "2022-04-05T09:18:51.871569Z" } }, "outputs": [], "source": [ "import geopandas as gpd\n", "import rasterio " ] }, { "cell_type": "code", "execution_count": 4, "id": "healthy-queens", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:53.335076Z", "start_time": "2022-04-05T09:18:51.887571Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Downloading file 'example21_coal_seam_mining.zip' from 'https://rwth-aachen.sciebo.de/s/AfXRsZywYDbUF34/download?path=%2Fexample21_coal_seam_mining.zip' to 'C:\\Users\\ale93371\\Documents\\gemgis\\docs\\getting_started\\example\\data\\example21'.\n" ] } ], "source": [ "file_path = 'data/example21/'\n", "gg.download_gemgis_data.download_tutorial_data(filename=\"example21_coal_seam_mining.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": "demographic-tampa", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:53.604157Z", "start_time": "2022-04-05T09:18:53.338076Z" } }, "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/dem_example21.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 6, "id": "informed-tomorrow", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:53.760190Z", "start_time": "2022-04-05T09:18:53.607140Z" } }, "outputs": [ { "data": { "text/html": [ "
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idZgeometry
0None2423.16LINESTRING (8.426 1648.306, 35.717 1675.998, 6...
1None2426.21LINESTRING (5.215 1950.921, 79.464 1983.831, 1...
2None2429.26LINESTRING (16.854 2215.007, 64.213 2217.014, ...
3None2432.30LINESTRING (24.179 2563.075, 70.835 2554.346, ...
4None2432.30LINESTRING (957.912 2594.380, 1031.960 2594.98...
\n", "
" ], "text/plain": [ " id Z geometry\n", "0 None 2423.16 LINESTRING (8.426 1648.306, 35.717 1675.998, 6...\n", "1 None 2426.21 LINESTRING (5.215 1950.921, 79.464 1983.831, 1...\n", "2 None 2429.26 LINESTRING (16.854 2215.007, 64.213 2217.014, ...\n", "3 None 2432.30 LINESTRING (24.179 2563.075, 70.835 2554.346, ...\n", "4 None 2432.30 LINESTRING (957.912 2594.380, 1031.960 2594.98..." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "topo = gpd.read_file(file_path + 'topo21.shp')\n", "topo['Z'] = topo['Z']*0.3048\n", "topo.head()" ] }, { "cell_type": "markdown", "id": "inclusive-florence", "metadata": {}, "source": [ "### Interpolating the contour lines" ] }, { "cell_type": "code", "execution_count": 7, "id": "revolutionary-calibration", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:56.224935Z", "start_time": "2022-04-05T09:18:53.763174Z" } }, "outputs": [], "source": [ "topo_raster = gg.vector.interpolate_raster(gdf=topo, value='Z', method='rbf', res=10)" ] }, { "cell_type": "markdown", "id": "experimental-press", "metadata": {}, "source": [ "### Plotting the raster" ] }, { "cell_type": "code", "execution_count": 8, "id": "frozen-gazette", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:56.687139Z", "start_time": "2022-04-05T09:18:56.228935Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 2596.0)" ] }, "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, 3727, 0, 2596], cmap='gist_earth', clim=[2400, 2500])\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]')\n", "ax.set_xlim(0, 3727)\n", "ax.set_ylim(0, 2596)" ] }, { "cell_type": "markdown", "id": "common-franklin", "metadata": {}, "source": [ "### Saving the raster to disc\n", "\n", "After the interpolation of the contour lines, the raster is saved to disc using `gg.raster.save_as_tiff()`. The function will not be executed as a raster is already provided with the example data. " ] }, { "cell_type": "raw", "id": "pressing-slovak", "metadata": { "ExecuteTime": { "end_time": "2021-04-05T08:28:25.160601Z", "start_time": "2021-04-05T08:28:25.129597Z" } }, "source": [ "gg.raster.save_as_tiff(raster=topo_raster, path=file_path + 'raster21.tif', extent=[0, 3727, 0, 2596], crs='EPSG:4326', overwrite_file=True)" ] }, { "cell_type": "markdown", "id": "under-pursuit", "metadata": {}, "source": [ "### Opening Raster\n", "\n", "The previously computed and saved raster can now be opened using rasterio. " ] }, { "cell_type": "code", "execution_count": 9, "id": "silver-defendant", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:56.735149Z", "start_time": "2022-04-05T09:18:56.690139Z" } }, "outputs": [], "source": [ "topo_raster = rasterio.open(file_path + 'raster21.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": "fallen-architect", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:56.911189Z", "start_time": "2022-04-05T09:18:56.737150Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "img = mpimg.imread('../images/interfaces_example21.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 11, "id": "activated-namibia", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:56.959200Z", "start_time": "2022-04-05T09:18:56.913190Z" } }, "outputs": [ { "data": { "text/html": [ "
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idformationgeometry
0NoneCoalLINESTRING (53.076 2181.695, 122.910 2160.023,...
1NoneCoalLINESTRING (1107.213 927.687, 1168.017 852.435...
2NoneFaultLINESTRING (523.855 319.647, 578.639 399.114, ...
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" ], "text/plain": [ " id formation geometry\n", "0 None Coal LINESTRING (53.076 2181.695, 122.910 2160.023,...\n", "1 None Coal LINESTRING (1107.213 927.687, 1168.017 852.435...\n", "2 None Fault LINESTRING (523.855 319.647, 578.639 399.114, ..." ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces = gpd.read_file(file_path + 'interfaces21.shp')\n", "interfaces.head()" ] }, { "cell_type": "markdown", "id": "prospective-drink", "metadata": {}, "source": [ "### Extracting Z coordinate from Digital Elevation Model" ] }, { "cell_type": "code", "execution_count": 12, "id": "stopped-saint", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:57.039220Z", "start_time": "2022-04-05T09:18:56.961202Z" } }, "outputs": [ { "data": { "text/html": [ "
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formationgeometryXYZ
87FaultPOINT (2604.437 2592.875)2604.442592.882458.99
73FaultPOINT (1608.696 1614.592)1608.701614.592442.26
59FaultPOINT (523.855 319.647)523.86319.652422.09
60FaultPOINT (578.639 399.114)578.64399.112424.08
61FaultPOINT (657.504 507.477)657.50507.482425.55
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" ], "text/plain": [ " formation geometry X Y Z\n", "87 Fault POINT (2604.437 2592.875) 2604.44 2592.88 2458.99\n", "73 Fault POINT (1608.696 1614.592) 1608.70 1614.59 2442.26\n", "59 Fault POINT (523.855 319.647) 523.86 319.65 2422.09\n", "60 Fault POINT (578.639 399.114) 578.64 399.11 2424.08\n", "61 Fault POINT (657.504 507.477) 657.50 507.48 2425.55" ] }, "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": "code", "execution_count": 13, "id": "disturbed-glenn", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:57.135242Z", "start_time": "2022-04-05T09:18:57.041221Z" } }, "outputs": [ { "data": { "text/html": [ "
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formationZgeometryXY
0CoalTop2421.64POINT (627.403 2088.984)627.402088.98
1CoalTop2426.21POINT (53.076 2493.542)53.082493.54
2CoalTop2416.45POINT (1033.164 2386.382)1033.162386.38
3CoalTop2414.02POINT (1252.300 2547.724)1252.302547.72
4CoalTop2425.29POINT (916.975 1506.229)916.971506.23
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" ], "text/plain": [ " formation Z geometry X Y\n", "0 CoalTop 2421.64 POINT (627.403 2088.984) 627.40 2088.98\n", "1 CoalTop 2426.21 POINT (53.076 2493.542) 53.08 2493.54\n", "2 CoalTop 2416.45 POINT (1033.164 2386.382) 1033.16 2386.38\n", "3 CoalTop 2414.02 POINT (1252.300 2547.724) 1252.30 2547.72\n", "4 CoalTop 2425.29 POINT (916.975 1506.229) 916.97 1506.23" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "boreholes = gpd.read_file(file_path + 'points21.shp')\n", "boreholes = gg.vector.extract_xy(gdf=boreholes)\n", "boreholes['Z'] = boreholes['Z']*0.3048\n", "boreholes.head()" ] }, { "cell_type": "code", "execution_count": 14, "id": "prescribed-concentrate", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:57.165249Z", "start_time": "2022-04-05T09:18:57.137242Z" } }, "outputs": [ { "data": { "text/html": [ "
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indexformationgeometryXYZ
087FaultPOINT (2604.437 2592.875)2604.442592.882458.99
173FaultPOINT (1608.696 1614.592)1608.701614.592442.26
259FaultPOINT (523.855 319.647)523.86319.652422.09
360FaultPOINT (578.639 399.114)578.64399.112424.08
461FaultPOINT (657.504 507.477)657.50507.482425.55
.....................
12739CoalPOINT (3204.651 1400.273)3204.651400.272416.45
12840CoalPOINT (3350.340 1792.790)3350.341792.792411.88
12941CoalPOINT (3423.787 1996.273)3423.791996.272409.75
13042CoalPOINT (3520.110 293.760)3520.11293.762429.87
13143CoalPOINT (3673.023 733.235)3673.02733.232424.68
\n", "

132 rows × 6 columns

\n", "
" ], "text/plain": [ " index formation geometry X Y Z\n", "0 87 Fault POINT (2604.437 2592.875) 2604.44 2592.88 2458.99\n", "1 73 Fault POINT (1608.696 1614.592) 1608.70 1614.59 2442.26\n", "2 59 Fault POINT (523.855 319.647) 523.86 319.65 2422.09\n", "3 60 Fault POINT (578.639 399.114) 578.64 399.11 2424.08\n", "4 61 Fault POINT (657.504 507.477) 657.50 507.48 2425.55\n", ".. ... ... ... ... ... ...\n", "127 39 Coal POINT (3204.651 1400.273) 3204.65 1400.27 2416.45\n", "128 40 Coal POINT (3350.340 1792.790) 3350.34 1792.79 2411.88\n", "129 41 Coal POINT (3423.787 1996.273) 3423.79 1996.27 2409.75\n", "130 42 Coal POINT (3520.110 293.760) 3520.11 293.76 2429.87\n", "131 43 Coal POINT (3673.023 733.235) 3673.02 733.23 2424.68\n", "\n", "[132 rows x 6 columns]" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "interfaces_coords = pd.concat([interfaces_coords, boreholes])\n", "interfaces_coords = interfaces_coords[interfaces_coords['formation'].isin(['Fault', 'CoalTop', 'Coal'])].reset_index() \n", "interfaces_coords" ] }, { "cell_type": "markdown", "id": "valued-coast", "metadata": {}, "source": [ "### Plotting the Interface Points" ] }, { "cell_type": "code", "execution_count": 15, "id": "involved-association", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:57.514347Z", "start_time": "2022-04-05T09:18:57.167248Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 2596.0)" ] }, "execution_count": 15, "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", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')\n", "ax.set_xlim(0, 3727)\n", "ax.set_ylim(0, 2596)" ] }, { "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": 16, "id": "intense-memory", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:57.704058Z", "start_time": "2022-04-05T09:18:57.517328Z" } }, "outputs": [ { "data": { "image/png": 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7YbVahdvtFnv37k29/+qrr4p3v/vdqXGk923Lli1i7969QlEUEQ6Hxbve9S5hMBiEJEkCEDqdThgMBmE0GsWnPvUpoSiKCAQC4otf/KKoqakRZrNZ2O321PXndrvFV7/61RV/tzTeurxNPMjlqMviYeCjS9heh5olQABf4mT12qQHWUH1bLoT70tp28zxICc+/yyqUXMP4Jx1vPOASVQvY13a+/8ncSwv8EnSPN/ARahG4BTQlva+GdXzKAOfyzI2A6rBap71vhHVaJdRDVkp7bMdqF7NA8kxz9r3g4kxPwPkpo35S6jG+fNAyax9HKhebQXV2LQm3k96kBVU+cKFZHqYb0/08WXAlTamJ1C9v9dmOZfS7D5nGcMNqIb0M6R5wdM+/+vE53HUHMnO5DgT/+ahprrzA+/OMrd3JMZ0R9r77YnzF0rfJzF3GxLzrZDFg5zY7tOJz/+UPkdn20vzIJ9BRkZGeOWVVzAajVx55ZUrCsoKh8N8+ctf5r/+679oaWnh9ttvp76+no6ODr73ve/xox/9iFgsxne+852U19Xj8fC3f/u33HfffbS0tPDRj36UhoYGxsbGuO+++3jsscf46Ec/yj333MPWrVsX9CQLIdi9eze33XYbPp+P97///Vx++eWYzWb279/PT3/6U/77v/8bj8fD97//fWw2G0IIDh48yOc+9zl8Ph9f+tKXOPfccxkdHeWb3/wmL7zwAuvWreOmm25i/fqTmWDi8TjxeDzj+OFwmC996Uv8z//8D9XV1fzDP/wDpaWldHZ28uCDD/Ld736Xj33sY5SVlXH33Xfz/PPPc91117F9+3ZKS0sZGRnhe9/7Hnv27OGf/umf+N3vfndaAiAlSeKaa67hzjvv5PHHH6erq4vGxsbUXAoh2Lt3Ly+//DLt7e2cd9557N27N2tbjz/+OPfddx/nn38+l156KbW1tXg8Hu666y527drF5z73OTZt2kR5eXmqbVmWmZqa4tZbb2V0dJQPfvCDbNq0iaGhIb7//e/z8MMP88///M/8z//8DxaLZc45feaZZ+ju7mbbtm00NTWtaPybN2+mtLSUnp4ejh8/zsaNG5FlmV//+te8/PLL3HjjjVxwwQWUlJTQ39/Pd77zHfbs2cNXvvIVfvWrX2Gz2bjllltYtWoVd999N/39/bz73e9m9erVGAwGzj33XAC6urr4wQ9+QEtLC5/4xCdobW1FURT+8Ic/8POf/5yvfe1rXHDBBVxwwQXLHoeGxhnGiJqlQkE1cBdEqJ7W5HbZbijDwD8JISYS2y+WDsyIWtRBj+o9DswqqPEqqteyBlUqcGLW/n8CfiwyPd97UL2dbage2WzIs98Qqsd1TmYOIURMkqRjiX3cqIbqbN2uzKyMCguQj+q9FcC9QoiRWcfzS5L0E1QP6FZOem+TxFE9rrP1wI+gepRrOJkbOC5J0jDqOb5EkqTHhRC+xGdLDUQpQDVMg2SZtzQOAv+a1n6yb5tQVymOAHtmnV8Z1YD/GLBekiS7ECKAqkV3oJ7/F5IbJ9p8VZKkO4DvLNCXECczsJgTf7/j0QzkNKanpxkfH8dms9HQ0JBhiHo8Hg4ePMjs36/c3FxaW1tTAVN79+7lRz/6ERUVFdx11100Nzej0+k477zz2LRpE1dccQW/+c1vuPXWWznnnHMQQnD//ffzwAMPUFFRwc9//nPWrVuXWtJ+z3vew6233spDDz3E17/+dX7+858vaDD6/X7+3//7f0xMTPCZz3yGf/qnf8JqtSJJEu95z3vYsmULH/7wh3nwwQf5wAc+wGWXXYYQgt/+9rf09fXxuc99js9+9rMYDAaEEJSWlnLttdei0+n42Mc+xmIl0Pfu3cvPf/5z8vLyuPPOO9m+fTs6nQ5FUbjtttu49957ycnJAeC9730v119/Pc3NzSnJhxCC+vp6rrvuOg4ePEhvby9tbW0rPaUZbNy4kbVr1/L0009nzWbx61//mmAwyM0337xgSrTzzjuP3//+96xduzZjuy1btnD48GH6+/t57bXXUgZyklAoxPT0ND/84Q9TD2CyLFNXV5c6x4cOHWLjxo0Z+0WjUR544AFisRhXXXUVLpeLlVBSUoLL5UJRFIaGhgBVNnPTTTfx4Q9/mKamptRDoaIo1NbW8p73vIe9e/cyOjpKXV0d733ve9m5cyd79uxhaGiIm266iQ984AMZx6mtreWnP/0p27ZtIycnJyU32b59OwMDA+zevZsnn3xSM5A13ookdbh6VE/fgkiSlL7dTBYDuBdVmrBU8lEDqWTUoLdzZh8SNajMTHZj1yPmBpnJqF5nUA2k2QjUMWdFkiQTqmShLnFsE6osQ4dqY2TTyS3HQM5FNWJDJCQFWdiH6nkuQjVQ0w1kBXXcs4/nR/UUm8m0hX6J6uG/FWiRJOlHwGPJh5glkId6HkLMDUBM5wjZJRitqOchB/jfWdqoRZ1TF2q+6ACqQW1AlUrMlq2Aqg9fyFhPGsgWNAM5hWYgpxGJRAiHwxiNxgwjVAjBnj17uOmmm+YYyBUVFfz+97+ntrYWRVF48MEH8fv9fOxjH6OpqSll9AE0NjayY8cO7rrrLp5//nnOOeccQqEQ9957L7Is88EPfpA1a9akDApJkigqKuKTn/wku3fv5umnn2ZiYmJeA1kIwauvvsorr7xCaWkpt9xyCzbbyYqner2eSy65hAsuuIBdu3bx6KOPsnPnTnQ6Hd3d3QBs3rw5ZexLkkRbWxsul4uxsbGUlng+FEVh165dBINBrrvuOs4999zUWHQ6HWVlZfzN3/xNavt0b3SS5DHz8vIYHR1laur0ZcixWCzcdNNNPP3009x111187GMfw+FwAGoqt8cee4yKigquvPJKJEma10Cur6+nvr5+zvvFxcU0NDTQ29vL4ODcwkkmk4kvfvGLXHPNNal50ev1XHbZZbS3t7N//36ef/55NmzYkHHsoaEhHn/8cXJzc3n3u9+94tzDer0eg0H9ygeDQYQQ6HQ6Nm3aNGdbnU7Hhg0bsNvtjI+PEwwG52wDpNpLx+FwcOWVV855Pzc3lzVr1vDII4/Q39+PEELLo6zxViOCalgZmN/bmk4OamYHmey5jJPBb0slWUhDj6o3TRqaCicD4BRUHep82TWy9SFpPM33hZxjzCa0sucCf4eaSSOHk+nbxAJtwfxjzmY0m1DHHUfVLmcjjGoYOhKvpbQ739zvRvXQfg5VlnE+cDThhf21EGIx4zE5l7N11NmOn61fTtQ5rEbVgMPc8zuJqjEOJs5D0msyLU5qqZdDsq/JwEwNNAM5g6QBIcvynEIUNTU13HzzzUSjUWKxGJOTkzzyyCMMDQ0RCqnfl0AgwIED6orTyMgIP/3pTzPaEEIwMTGBoiipwK7JyUm6urqwWq2cf/75WQ2OdevWkZ+fz8TEBL29vVRXV887hiNHjhAIBNiwYQMNDQ1zPk8eZ9euXRw5coRYLIbZbE4FfSUN5STd3d34/X7y8vLmLP3PJhgMcvDgQSRJYu3atUuWqHi9XgYGBvB4PMRiMUKhENFoFFmW50g4TgVJkrjkkkuorKzkwIEDPPfccykP+oMPPsjAwAB/8Rd/QV1dXWr7hUgG6k1NTRGNRgmHw/j9foQQRCJzMwEZDAbKysrmBB7m5+fT2NjIyy+/nNWw/vOf/8zQ0BDXXXcdVVVVKx5/shIkQEFBQcb4hBB4vV4GBwdT58Hv9xOLxeZIadL3W2iOYrEYQ0NDjI+PEw6HkWWZwcFBhBBEo1HNQNZ4KzKN6vVdg+pdNImFA/UaUJf8Z0ikeDtFopz0Yn8CVeIwOwOEgqpRns8gXw4Lbd8G/Bw1gO5u1AwKM4nP3g98apH2srWdzTiTUcerI7vxC6oR7WSJ0peFSBiY90uS9DTqA8BHUSUe30X17N6xSBMe1LHZWFm14mhi/5eAv0E9l+nnNvn/KaEGVCJJkj+xr1WSJN0y5CBJbKhGcpi5cph3LJqBnIbdbsfpdDIyMkJvb2/qBi5JEo2Njdxxx8nvxcsvv8wzzzyTsX8sFsPr9aIoCvfddx8PPvhgav/0V15eHvn5+QApo8poNM7rnTWZTBQUFDA+Ps7MzMyCY5iYUFeBysvL5zU+iouLAVU2khzjzp07ufPOO/nhD3/Ihg0bqKmpIRgM8vWvf52pqSmuuuoqysrKFjx2LBbD5/Oh0+mWlGUh6T3/yU9+wtGjR5menk4ZTkCG9/t0UVtby0UXXcTPfvYz7r33Xi6++GKCwSC//OUvsVqt3Hzzzal50+l0WecwHo/z+OOP81//9V/s37+fiYkJwuFwKldytoechdDr9eTm5gKk8i4nszz4/X4eeOABDAYD11577bwZUJbC+Pg4fr8fg8GQIf8IBALcfffd/OxnP+P48eNzzkO2OUhf5ZiNoijs37+fO+64g2effZaRkRGCwSCyvNAKn4bG2Y8QIipJ0uOoeYsvQvXydWTbVpIkI6qhmI+aheDIaejCFKqntBjwCiEOnoY252Mxz/J7UMf/GPD/JbSw6saStIXsBnDS462bp81shl0A1XNcjSrlyDbmVlR5wACqnGA2y30wQAgxCeySJOnPqIGRXwA+JEnSj8WsPNOzmE4cz8XKbKwhVCPZAvQl+rGUfWRUKYoNdZUjHSvzeLMTHugc1HPizyLBeceiGchplJWVUV9fT19fH08++SQ33XTTstJRSZKEXq9Hr9fzl3/5l7zrXe9CkiR0Ol3Gy2Aw0NLSApB6bz6vI4AsywSDQSRJWjRgLWmcJb3a2fD51AfsdP2s3W7HZDLR39/Pddddh8PhIBQKEQ6HOe+88/jsZz+L0Whc0viFEITD4QW3VRSF//7v/+aLX/wiOTk53HzzzSntdTgc5otf/CIzMzNzJC2nisFg4P3vfz+/+tWv+NOf/kRvby/79++no6ODDRs2sHHjxtScZDP+hBD84Q9/4NZbbyUUCnH99dezfft2TCYT0WiU7373uxw4cGBZ/U56VAHMZnOGh7mnp4fnn3+esrIydu7cuWKPqxCCo0ePMj4+jtvtpr6+HkmSiMfj/Md//Af/+q//SmFhIR/60IdYvXo1Op2OYDDI7bffPmc1JXlNz8eBAwe46aab6Ovr47LLLuP222/H6XQCpOZdQ+MtzC7UqP9q4IuSJH1GqBXgUiR0udcCH0H1fv44GYx1ikRQdbiNwE2SJO0WQsRmbyRJkmGepfbl/KCKxPEkZslJEoFjBahGVTJXb/IzE6rXPBvJG0NSjpHtmLP7OIFaDKQZeJ8kSY8lPaeJ49lR59mMOjdL1QrPIaEZt6Qb+0KIoKSWY/5bVA+2nbTxZqED1VitRjVWp5fZjVdRvdCrUKUrc34wE0ZtemDfIdTrbAvqPL2Stm0taqq3+ZZ0DajXU7IdjQSagZyGzWbjqquu4sknn+Shhx7itttuY/PmzUs2SsxmMwUFBQghKCws5Iorrlh0X7vdTl5eXko+sW3btjn7jI+PMzo6it1uX3SJPenl7e3tJRQKzTGoFUWho0N1eDQ2NmIwGFAUhW9+85tIksS3v/1txsfHOXHiBHa7nQ0bNvCe97wnFVi3lPHLsryoxnRsbIzvf//7AHzjG9/g/e9/f8pj6/f7+frXv76ot3ylbNiwgbVr17J//37uvfde9uzZQzgc5qabbsoIgMvWd5/Pxx133MH09DR///d/zxe/+MVUgGGy0l1SZjObZDaL2fMSDAYZHBxEp9NRUVGRUSFv165dzMzMcNNNN+F2z3fPWZxoNMpvfvMbfD4f559/fkpDPTo6yg9/+EOEEHz3u9/l6quvTp2HZAnr2QYykNHHdOLxOL/85S85ceIEV111Fb/4xS9wOp2p8b722muagazxVqcHtdjGv6Hmqy1KZFHYh2pQVqKm+vogqhfxZ8BvTseBE1kWkhkbrgWOS5L0a1RNqg7VW30eUC1J0r+fojcwjionEcC7JEm6B9UzWSKEeCGRqSKGKkPYJknSQVTD91PAx8medzdZ3KMKuEaSpAdRvZ4nEg8ZczzIQohIYsxXouquw5IkfT3RVhnqw8oNqDmD/+sUx1wJ/IskSY+iesYDqOfwWlTj+CiLG7xDib6UogbUzdXNLUwHauq/24B/kiQpimo0K5w0Zi9HTSP3eGKfPahym43Av0mS9DnUQMWNqCny1jL/w5ER1agWieNoJDj1KgxvIyRJ4n3vex/Nzc2MjY3x13/91xw4cGBOmeH5vINWqzUVePb4448zPT33eySEQFGUVBv5+fm0t7cTDod56KGH5nh+ZVnmrrvuIhQKsXHjxpQ8Yj7a2tooKCigu7ubvXv3zulrb28vu3fvxmKxsGPHDgwGA6FQiCNHjmAymdi4cSO333473/nOd/i3f/s3PvjBD5KTk7OkhwSLxcL69euRJIknn3xyToBdPB7nwIEDRCIRJiYm8Pv95OTksHr1avR6fSqgcWZmJuVRfSMoLCzk6quvRlEU7rzzTh5++GEqKytTwXlJso05FAoxOjqKwWBg8+bNWCyW1HaRSAS/f/bK1kkikQj33XdfStoC6vVw7Ngx9u7di9VqZcuWLan2PB4Pu3btwm63c8011yxbupFsPxQK8V//9V+pDCKf/OQnU1KN8fFxPB4Pubm5tLW1ZZyHbNcvqKseRqMxpVtOJx6PMzAwgBCC1atXZxjH0Wh03mA/DY23Cgl95w9Rl9wHUfMV/ww1n+7rqOnDPolq0HwL+LsFvMcrWSJ7FrWIRCTx7/PAc6jGzSvA91CzW6T/gIlZ/y5Kwjv5IKrBtzZxnP3A/054kO9DTSlWh+pV341qsN2Gmoos2zLiWGI/CTX12uHE37WJz+fTzj4J/CuqvvjDiePuQx33x1C9xn+HKmXJOpxFB6wio+YN/h/UuXyGk1rgXuA/lxAE50cdl54VFN5ItP+vqCWi16Ceg1dQx3wQtajI51AfMpL7TKEWFOlFzTX9FKo3+LeoWTU+i+qVzkY+qlbei+ZBzkDzIM+isrKSr3/963z84x9nz5493HDDDXziE5/g4osvpry8nGg0Snd3N3fffTfBYDCVBQFUg+r666/nxz/+Mc8//zzf/OY3+fSnP52hNz569CgvvfQS/+t//S/y8vIwmUx84AMfYNeuXTzwwAOsX7+ej3zkI+Tl5eH3+9m1axc//OEPMZlM3HLLLaml6mxIksSqVau44IILeOCBB/jSl77Ef/zHf7B27VokSaKrq4uvfOUrHD9+nK1bt6aqBFosFjZu3Mg999zD9ddfT1tbG06nE5vNRk5ODjU1NezYsYPVq1cvmN1BkiSuuuoq7rjjDl566SW++tWvcvvtt1NUVMTg4CB33303P/7xj/nDH/6A2+3GbrczNDTEU089RVtbG5Ik0d3dzT/+4z/S19f3hlVbS6a8+9a3vpUKSty5c+ec4MdsY7VarRQXF3P48GGeffZZLrvsMsxmM+Pj4/z7v/87zz33HJD9IUpRFO655x5isRhf+MIXaGlpobOzk7//+79ncnKS7du3s3nz5tT+r7/+OgcPHqSuro5zzjlnSQ8pnZ2dKIqCoij4/X46Ozu55557ePTRRwH4u7/7u4yVjcLCQhwOB6Ojo7zwwgvU1NSg1+s5fvw4n/vc57JmETEajRQWFiLLMrt37+a9730vQgj8fj/l5eWpVYxkRciioiLC4TA//OEP+fWvf73oGDQ0znaEEGFJkr4L/AF4F2pas6TkwINqKP8BeG2eIL4+VK9yD6oXNhsDiW26Zh1bkSTph6hG0w2owXI5qMb6EKpBt0sIkW6g7kNNX/ZcluPIqMv4A4l+pXMIVUf9F6iSgSDwu8RDwrgkSTcDH0D1WuegGtG/QvW0TqLqrlPjS3iD/zEx7m2oEoQDqIYdqHmb70HN0BCZtd9/ohrKN6Jqjh2o87wvsc+RWcFpMqoxOUZ2nbgfNbjQyEnJxCCqXON9wPpE/zpRHz5+SWb6uKwIIQKSJO0GLgUukCTpB7O82geBX6Oei6wPBEKIAUmSPoyqdb8MtcqeKTGOTtSHkWdm7fYUauq/j6EWcImhPjD8AtWj3Y56fcz2sG9D9ZK/wPK93W9vxMKVS96RxONx8cc//lGsX79e6HQ6odfrRVFRkaitrRVVVVUiLy9PAEKv14tLL71UjIyMZOx71113iZKSEmEymURTU5O49NJLxY4dO0Rra6twu92isLBQ9Pb2pvYJBoPiC1/4grDZbMJisYiGhgZxzjnniObmZmGz2YTdbhf/8A//IAKBQEY/56ukd+jQIbFlyxYhSZIoLCwU69evF5s3bxZlZWVCp9OJNWvWiJdffjlVtU1RFPHss8+K4uJiYTabRX19vaiurhYul0sAQpIkUVpaKu68885UhTiv1yuKioqEy+XKqGoXjUbFv/3bvwm73S4MBoOoqqoS69atE+Xl5cJkMol169aJkZERIcuy+NrXviZMJpNwOp3i8ssvF+973/tEVVWVqKioEHV1dcJqtYrHH3881fapVNJLVo5L4vf7xbXXXisAYbFYxGOPPTZn///8z/8Uer0+o5JesiKd0+kUVqtVbN68Wdx4442ipaVFFBUViZaWFmE0GsW3v/3tVDter1dccMEFQq/Xi/b2dpGTkyNKSkrE6tWrU+ekpqZGPPXUUxnn5DOf+YwAxP/9v/93ThXFdEZHR4XT6RSAcLvdorS0VJSUlIiCggJhMpmEJEmivb1d/OhHP8qoCCiEELFYTHzhC18QRqNR5OXlicsuu0xcd911qfPQ2NgoJEkS+/btS+2TXpXPZDKJhoYGUV9fLz7zmc8IRVHE/v37RXV1tTAYDGLVqlXipptuElu3bhUul0ts3bpVGAwG8ZGPfGTBMWm8/Xg7VNKb74Wq73SiGhqWJe6jZ5HKbKhOrHm3QfXE2lBzBTsAw0LHW6SdhT7XJ8ZnnefzZN5e46x95q3KltjHOfu4iTEvtJ8OVQecC9gWmb/FxqXLdqzEfo7EMZZ0Pmft34rq1e4AypdzLua5BpyJvmSd/yznKiexj27W+7os234bVU7zj8sd55v90irpnQXo9XquuOIK1q5dy8MPP8wjjzxCZ2dnKlCutLSU1tZWrr76as4777wM2YNer+eGG26gqqqKO++8kwMHDtDX14dOpyMnJ4cLLriA973vfZSUlKT2sVqtfP7zn2fTpk384he/oKOjg4mJCWw2G1dffTUf+chH2LFjx5wMBm1tbQwPD88pSNHW1sZdd93Fj3/8Y5544gkmJ9Ug2JqaGv7iL/6Cj3zkIxmFUAKBAN/61rfw+Xx85Stf4YYbbkilugsEAtx///1861vf4mtf+xoXXnghTU1NGAwGzjvvPAKBQIbO2Wg08ulPf5qWlhZ+8pOf0NXVRSQSobq6mo9//ON89KMfpbCwEJ1Ox6c+9SkKCgq466676OvrS1Uw/Ku/+it2797NI488kqG7NZlMbNmyhXg8vqQMF2azma1bt+Lz+eYU17Db7Xz0ox9lamqKxsbGOcU5QF1NOOecc1i3bl1Gbuirr76aX/ziF/zoRz/ixIkTHDx4kHXr1vHJT36SoaEhfvCDH1BTUzOnPb1ez6c//WmKi4v53ve+R09PD263myuuuIJPfOITbNq0KXVOxsbGeOSRRygoKEgFe86HzWbjxhtv5MSJk0WzTCYTubm51NTUsG3btlQVvdnBdQaDgc9+9rOUl5enquOZzWauvvpqbrnlFv70pz/x6KOPZmjQJUniyiuv5Jvf/Ca//vWvGR8fx+FwpORFq1ev5q677uJ73/ser732Gq+99hpVVVX84Ac/oLq6mi984QusWrVqkbOnofHWQagewmVpX4UQi6Z1EYss5wshBKr3c1Ht0kLHS7Sz0OcyC6RPE2pu4NCs9xYcn5gnn/ASxqygaoMXZQnjms+DK5ibCWI5nECVmVyLqtG+d1b7S07pk5iPJQd4JtqeI6eY55hu4BLU9Hy/X+ox3ikka3/Px+lNIfAWRZZlfD4ffr8fnU6Hy+XCbrcvuuQthKrR9Hq96PV6cnJyFqzQljzW9PQ0wWAQm81GXl5eyjibjaIoqZRg87UZDAZTWtKcnJwMSUiSP/3pT9xwww1s3LiRP/3pT3OMz/7+fnbs2MH4+DgPPvggF110EaCmdVMUZd58x7FYjOnpaeLx+IJzFg6HmZqawmg0UlBQkKq8N3tsQgji8ThCiCXLL2IxdXXPYDDMObYQauYQo9GYdY6Tn5tMpqxZG2KxGFNTUyiKgtvtTulyo9FoRr99Ph/vfve72bt3Lz/72c+48cYbUzpsk8lEfn5+xvGFEDz00EPceOONnHPOOfzxj39cNAf1qZIc69TUVCqtoCRJqVzU2a4xIdRsJdPT0yk5Tvo2siwzMzNDOBzG7Xanzlk0GsVoNC6YCUPj7ccNN9xww7333vvbM90PDY03A0mSrkKVyOwGbhZnYfo0SZJuRJVg/Aa47WzsYzoul8vZ2dnZWbRYSd/lk9WA0jzISyCZpzaZq3apSJJETk7OkjJApB9rqdkKdDrdosU4bDbbot5Wr9ebynsbCoVSpalBDbrq7OzE4/GQn5+f4a1eLO3bQrmd07FYLHNyLGcbmyRJix4zWx/mI6m/XunnRqNxTtCkJEnznpP0MZnN5jme/ySKovDb3/6WSCTCe9/73iUXXDkVkmOdfR6SaQvn28dqtc6bm1mv11NQUDDn/TdjPBoaGhpnmCeBP6Nm2ihleSXF33AkSTIAm4HjqGkIz2rj+EygGcgarFq1itLSUl588UU++MEPcu2111JRUYEsy7z00kvce++9eL1ebrvttqzV+TSWzlK8piMjI+zZs4f6+np27tz5JvRKQ0NDQ+N0IoTwS5J0E6re+KxL3yPUlIH/B/i/ZM848o5HM5A1aG1t5Y477uDf//3fefbZZ3n66adThpyiKNTU1PC1r32NW265RSsNvAKSnu/5pBqzyc/P57vf/S4Oh4Pm5mZtzjU0NDTegpztXlmxcJn0dzyagayBXq/nqquu4sILL6Svr48TJ04wNTWFxWKhtraW+vr6OTpZjaVjs9n48pe/zNDQEFu2bFl0e6vVyiWXXPIm9Ezj7YiS4Ez3YzZikYAXDQ0NjYUQQghZluV4PL5YLuplMV+NAS1IT0NDQ+NtxFNPPfXUX/7lX/7lme7HbIaGhoZ8Pt+pZAbQ0NB4B6PT6aS6uro6/Wn21h07dux4tvc1D7KGhobG24hAIBCY7wdfQ0ND462KoiiCWYVz3ki0PEsaGhoaGhoaGhoaaWgGsoaGhoaGhoaGhkYamsRCQ0NDQ+OUMBgMjfX19Z+eLyd2kmSRmLMpM4sQIlWU6GwiHo8jSdJZFxydLIR0NpEsIrXcPPlvNPF4HJ1Od9YVRTobz6GiKMiy/Kacw0AgIHd2dn5fCHF0oe00A1lDQ0ND45SwWq0VP/jBDz61efPmBbfr6+ujvLz8rDL6FEWhv7+f6urqM92VDKamplIVWM8menp6qK6uPqsecmKxGKOjo1RUVJzprmQwOjqK0+lctFjXm013dze1tbVnuhsZhEIhPB4PJSUlb/ixXnzxRf8ll1xyH6AZyBoaGhoabxzJSox2u33B7axWK3a7/awykGVZTvXrbCIUCmEwGM66fiXn6mwykKPR6Fl5DpOVbM+2flmtVmw222k9h6eaxVGSJKLR6Bv+MLFYhdx0NANZQ0NDQ0NDQ0NjxciyzPT09IoN5aTEYnx8/DT3TEUIsWxvvmYga2hoaGhoaGhorJhoNIrZbMbpdGZ4poUQROIKU4EouVYjVpM+q+daURTi8fgboo0WQqQMeM1A1tDQ0NDQ0NDQeNPQ6XRzjOODQx6+/VgHXeMBynMtfOriRrbU5qObR94hyzKPPvooBw8epKKigmuvvZZswb+vvvoqBoOBNWvWLNovSZJWFCipGcgaGhoaGhoaGhqnlVBM5isPHeGl7ikAuicCjPsi/Prj2yhwmLPu09/fz9GjR/n0pz+N3+/noYceYnR0lCuvvJKJiQn27NnD1q1b8Xq9b3gmjrMr94iGhoaGhoaGxtsYIQQxRcEbl4kppxbcdjbTNxmkazyzunz/dIiO0fkrziezkZhMJrxeL5OTk1x++eU89thjxONx4vE4d999N7Isv9Hd1wxkDQ0NDQ0NDY03C7+s8LUTw9y0v5Pv9I4SfBOMvTNBvt2Ew5wpVLAa9RQ6s3uPAaqqqjhx4gTT09OMjo4SiUSIxWLEYjGeffZZduzYkdIUv9GsWGIxO1JRkqQlRS/GYjHGxsaxWq04nQ7Gxsax223k5uYuu61TRQiBEIJoNEY4HMJmsxOJhOnv70evN1BQUEB+ft5pTfKdPGYsFiccDiNJEiaTieHhYSKRMEJAcXExiqIQDAYxmUw4nU7s9pWlPonF4oyMjOB0OjGbTYyOjlFcXJTS9CTnWlEURkZHcRcUYDKZ5k3/kjwvQgiGh0fIyXFlTWGT7RzOfi8SiTAyMkJVVdWc44VCISYnpygrK0OnWzwVTTAYZHp6mqKiIkDCaDx5aS82lqUwW1e1HLLNRTweZ3x8gry8XEZGRqmorMCg1yPLMj09PXg8HlatWoXZPP8PydnIUuZmofORPlcnm5p7HS21Hz6fH0VRyMnJIbmbEKT9XyS+ayFsNutZV2hAQ0Pj7UPyd+mxSS8/HpwgrAiOBsJszbVzXq7jrEqddzpwO838xXm1/Oejx/GFY1iNej58TjVVBfPbM8XFxWzfvp3f/OY3lJWVUV9fz/PPP88111xDZ2cnr732Gtu2baOqquoNvz+esgY5eVNb6HNQb2pqQvYBfD4fRUWFDAwMIEkS+fn5Sz6eogiEUJAkiVAoBKi5BgOBADMeD/n5+fi8XrxeH+Xl5VitltRNV5ZlIpEosVgUu91OOBymu6eX0ZFRFEVmy5Yt2GxWioqKMRgMWCyWrIbRYjf4xZAk1YCTJCuSpArbCwvdyLKciuIMBAJMT88wNj5GUWEhq1e3I4RgZGQUvUGPzWrFarViMBjmPWYoFOLo0WPodDr0ej2HDx+hoCAfg+HkaU+OKRAI0H2iB3dBwZLGGolE6erqYsOG9YuOd/axkkZJd3cPspL9KdDr9XL8+DFKSorR6ea/TJNt9fb2YTAY2P/aa0QiUdwF+TQ0NGSMNb0Ps99b7g9TNuN/9vvZ2kw+IPX09BIMBonFYkxPT1NZWUE4HGbPnr309PSwefPmJeeKTbYpSdK8/UgfY7Zzm779YvMx+7Nsc5pp6IrU99/n8+FyueZ96MxsSwCZY1I/Ptm/+fqSPL7P52NmZgaXy4kk6RKfZY5DknTo9dpimsbbk8V+kzTeHKKKwl5PgJFIjAO+ENGEtEIAb1eVhU6SuHlrFZtq8jg67KOu0E5rqQvjAr+3Op2OrVu3snXr1jmfVVVVvZHdncMpGchCCMLhMDqdbo7XMf0mG4/HkWUZs9lMUVERiqLQ1zdAZWUFxcVFcwyB+bxQiqLw4osvJbxrbezZs5dwOMx7rnsPr7/+Or29/bS3t3P06BGKi4uRZZnm5iYUReHEiW56enowm83k5+dTV1eHyWSisqKCutoaLBZLqh8FBflZf0gW+3FZijGdfmM3mU5eJA6HI2M7u91GcXGRagAKgU6nIx6PEwqF8Pl8hMMRyspKKSsrIx6PpYz5pLGUfJWWlhAOR+jp6aWmppqiosLUOBVFSfVHURSqq6uW5EETQmA0GtmyZfOiIvlsxpYkSfh8fsbHJ9i0aeO8+yrz/Gok5zYajaLT65mZnsbj8dDY2EhXVxelpaX09vYjSTqam5vm7JckHA4zNDSMxaJel7ON6cVQFIWJiQmi0RhFRYUZczGfcSxJEsFgEK/PR3lZKT09vaxa1cbMzAwvvriHSCTMVVddRV5e7rJuZunGcbbjL+fane97PN/3cr620w1zWZbp6+vH5/OxenX7ktpJ/zsajTI2Nk5uXi62tNWPbMdKfy8nx0U4HCYWi2VNDq+W8pVOe9J8DY2zAVlWeL13nBcO9bG6roStTaWYjFps/pngkQkPnz3Wjy+uYNfr2JHvxBeX2ZbrYKPr7fv7Y9TrWFWWw6qys6si5FI4ZQN5cHCIsbFx4vEY8Xic+vp68vLyCAQC2GxWgsEQff39VFSUY7fZ6erqwmaz0dLSnPDqSFmXoGffmNVtoKiokEgkSjwu4/P66OntZWJ8gmAwjF6vIxIJEwqGKCkpJhqJAepN0OF00NLSQl5eLlarNdV20kU/2+OVfC/bmN8Ist3cky9d4nODwUBDQ31CohFL/Btl796XqampoaqqkkgkwrPPPodnZoZLL7uM4uJiOju7GBwcJBgMcvz4cSLhCA2NDbz6yitU19QQjUbxeX1s3bYlo0/zjb+npw+73ZqQMywuiUl+FolE0et1Ce+8mTVr2rFYzPP+MCiywnzNxmIxDh8+SnV1FQMDg5SUlNDR0UEgEGR8fAK9XofL5ZrTh+T/hRB0dZ3g2PHjuFxO+vsHWL9+3ZKjYiVJIhKJcODgIVxOJ6Ojo7S0NC9aMUmWZXp7+8jPz2fG48HtdjMzM8Nzz71AUVEhF120PWuexoWuxeUYw/M9sMwnh1nI6F6I2StHQ0PDjI+P09raApxsezHjO93jfvDgQcrKy2lrbcHpdC56bAC73U5RUREdHZ3U1FRn5Oh8M2RcGhpnkq6RaT7xi1cYC8o4XxrhuzfE2b727Cox/E7hmSk/nrgCqB7jL9SXUW424jDo0b9NjWNI5CCOx4kE/JhsNgzG+SWcZxunZCBLkkR1dTXl5WWJOtpe7HY70WiU4eFhurpOYLPZaG9vIxIO0983QCweQ5J0DA4N4fU6KC8vIx6PMzg4RDgcQq83UFJaQigYYmR0FDkuoygKtbU15OfnkZeXj9frp6ioiAK3m8mpqZSeWVEU8vPzqa2t5fDhI6xfvz51Iy4uKsp6Y0zXPWYzCk5lbpa63XKPmdQtg2pwtbW18uqr+4jH4/T29vHbe++lpqYWp8vFxRdfRHFxESWlJfT39eH3BwDB6NgYL7zwAg319ey4aAcHDhygvqE+q9wl/cHB7/czMjpC+6pVcz7Ptk+yvx6Pl927d+NwOKiurqahoR6XyzX/uAUJ+UX25fvJySlAEAwG0ev1OBwOfD4flZUVBEMhiouKKCkpztq/5Jzb7XZMBiMuVw6dxztYtWoVRqNxyQ9GOp0ei9mMxWJleHiY6emZrJ7I9H29Xh/RaJT8/HwmxiewWi08+eSTbNmyhebmptR5XapUZ76+LbbPcradT0KRTvo2ye+zyWSiuFh9iMrPz0t52dM15Yv1XQhBKKRq9R0OB3m5uZw40c3atfPnvkz/TsXjcfr7B7BYLAwPj6RWak5FU66h8VbhWO8okyEZIenwxQWvdI1oBvIZYDoWxyvLuPQ6wopgS66dMrORnLe5N18IwdRgPy/dfw8T/b3kFpey+drrKalvnN8xpig8/fTT7Nu3j4qKCq6++uqsq3+qaqCX48ePMzk5SX19PR/4wAeWXEZ6KZyygWww6DEY9FgsVvLy8hBC4PX6kGWZurpa2tpaAYn+/v7ETU0NUIvLcfSJpNKSpFONFZMRg8GA0WBE79BRYShDp0u2f1IPXFtbjcViZvWadjZt2kBRUSH5+XmpeuzV1dXIcjxDn7scg3Ul87CSm+zsvi23DZGQXuTm5lJRWal66ivLaWpqRqfTUVdXh06nUw2LvDyKi4o4duw4L730Ei0tzZSWlCDpJHp7e3E6XZSWls7pWzrxeJzjHZ3k5+XOCRrMZjClG/6BQACDwUhLSwv7Xt1HaWkJubm583tBdfPPaSQSYXh4mPLycnp7eqlvqKOjoxOd3kA8Hsfv97Nh/fpUP7L1zeP1cvToMWRFJhqJsH3Hdmw2K7Iso9PpFg3MlGUZn8/HqvZV9Pb0UlVVRVFR4YLa2kgkwvHjx6mrq6Orq4vh4RH8fh+XX34ZZWVlCx7vbCPbuUlKqcbHJ+jvH0CWZfXhtLgIu92+Ig+0LMu8/PIr1NbW4LA76Oo6QVNTA7A0yYjX5yMux6mvrGNwcAi/P4DT6dCM4jQkdbJyE3/6gaR73oOa6cgF+IBY4v9CCOF9k7upsQLWNZbTkNvLCU8ctxkuWv3majjfqShCcDwQZu+El0pZYpdvkkabmQ+X1TIRi7Mtx0GOYWkxJm9l5FiUJ352J72v7wNgvLcbz/gY13/hy1gd2VcBBwcHeeWVV/jkJz+J3+/n0UcfZWRkhCuuuILR0VFeeeUVzjnnHMbGxnC5XNx4443s2rWLrVu38rOf/Yy2tjby8vJ44YUXsFqtXHfddYuu7M7HKT++qEvNUSQJTCZTyss4PDyS8u4BWK1WZmZmGB0dxeFwEgj4MZvVDA1Go4HCQvecG2i2QRUUqB5OIQQ11dWpfYxGY4Z+VqfL7glM9vmtwFJu4uFwmOPHO4hGo6xqa2N4ZITzzj+P5mZVwqLT6RBCUFRUiN1mIxKJkJ+fR21tDe4CN65cFxPjExQWuonH4xme9NkkS0nW1NRmNQTnC1yLRCJMT09TXV3F4UOHyc3NyVoZZ3Zb2YLUhFCzZ5jMZrxeLzm5OZjNZnx+P3l5eYyPjdPa0oLT6cjS6sl++X1+bDYbshxnenqGdetcKcN4KfMuhKC/v59gMMj4+DgXXbRjQXmGGmA5Qm5uLopQOHjwELm5uVxxxeW43e4M/fhyr883esVjMW9r0vjfs+dlXC4XJaXqg5fdYuPgwYMUFu5IXS9LfZgMBAJ0dZ2gqKgIk8nI448/QaHbzQUXnp8wtuf2b/YYZFlmZHgEu82Gx+Oht7cXi8WMw5FprL9Vfg/eQBzA1UAxcBQ4H3gFeAy4CKgApoFngBtQbeofCSEmVnrAaCzO0wd6GPaE2bm6ktKCBVaTNFZMhdvFnX+xjb0dw7RVFtBUWXSmu/SOoDcU5eOHeoj6fATG/dxaW8ZfVRVhnBUr8nZnZmSE8d7ujPemhweZ6Ouhsm111n2GhoaoqanBZrMxMTFBf38/O3bs4OGHH2bt2rVEIhF++ctfsnPnTkwmE/pE9qdHHnmE973vfdx///243W5sNjU72ksvvcTFF1+8ov6fFv++waDH4/FiNEaw2+243QW0t7fx2v7XGRoaIhAIEo1GWbduDf39A+j1OqKRKF6fj8ZGNYhquUvKC93g5jMyVurpPRsRQjA9PcO+ffspKSkmHo9z7PhxysvKaGttST0sCKGmsYvH4gSDQSoqyolEC8nNzWX9hnU4HGpqGX8ggMMx94EkOV+KohAOR2hqbMhqCC4kswgGg+zZs5eiokIcTgebNm3EbDZnnM/Z+zmdTlpbW9HpMo3kcDjMxMSE6oU9cYKa6ipef/0gM9Mz9PX2kZ+fl3qImu+aUlOsjWM0GikuLkGWZYxG44La83SSqQoLCgqY8XioqalZgvZYIR6XsdvtPP/c81RVVbJ161Zyck7qpE/3D+dSpBEraSP9/aTHWFEUJicn8Xq9+Hw+8gvymRgfp6Ghfl6N9GypUzoDA4P09fUzPT1DaWkJ69atpbq6KqU9nu87Prsdd6Ebh91OT0L3rUqMNGbhB34J7AQqAQWYAGSgDPgp8DFgPfA86n1jDfA4gCRJOofDoRdCzSizEEIIZFnh/hc7+NruLoIy7D40wh0fOQenfeGH5jeK9N+4s42lzOlilBfmUF6YDJAS8wY/L7dPZ5Ohl3QunC3n8JAvSH84ikXSERNQYNBj4GQ/zwZOd19mx3ABmO12DKbMVGx6gwGr05X1vg9QVlbGM888k3I+KYqC0WgkFArx5JNPcskll/CrX/0KWZYzjimEmjwg6eQymUwYjcY52ymKsuRxn7KBLMsye/bs4fnnXyA3J5fNWzbj9/upqKiguLSEosJCXnppD8FgkOLiYgYHh1m/fh29fX1YzGb0et2SDZMk6YbufIbwcliJLnO+9+fzoi6n7cVOnqIIZDmOyWSktbWF4eFhjhw5wkUXXURJSXGG51WS1KwJx44fZ3homFgsSjwWp76hHr8/QDSqJuEGaGxoZP2GdVn7ND4+ztDQCOvXr13WeILBEPv27aesrJT169cTj8czgiTTj5H+t9VqpaKiPOMzWZY5cuQYBQUF5OS4aF/VltKYejwzVFZV0t7enhGIlT6fyff8/gA9Pb2sW7eWY8eO09rakjX3c7YHKtUTPMrg4CAAuTk5tLQ0L5oBQ6/XYTQaePTRx2hobKCivDz1QDL7OG/0jWe51+js+Uv/sRkZHeXQwcM4HHbWr19HOBxmYGCAivJyGhvqF0xVl+16j0ZjHDlyhEAwiMFgwGa3MePxsGnjhiWnvQPV2IlEIlgtVnQ6PX6fmvYxnpB9aJxECCEkSSoH2oHfACZgE7A9sYmceJmAOKoBnb5Ec54sy1cNDg7S09Oz4LGmpqaIxeIMDPTTXiAQgF0EOHS0g5IC14L7vlGozobps8ZwSRIIBNDr9UxPT5/prmQwNTV11n2HZFnG6/W+KcUjFiOkKDw3GcApBOfF/OSbjDT5p+np8Z3prqV4I86hLMsUFBRkrOQb7XbaL76MvQ/eSywcRm800bZ9J7Z8N9FoNGP/pPHqdrtZt24dP/jBDygpKcHtdvPII49wySWX0NnZyZ49e2hra8PtdqeyjzU2NlJYWMjvfvc7mpqaiMVivPLKK5SXl/Pe976XaDSqSis9noTCYXhJY1qxgawoClOTUxw+cpTp6SnVgzQ1xejoGJs3b0JRFNpaWwgEghgNBlpaWtDr9VRUlONyOTEaDNTW1s7r5Vrsx+ps+4K+Gaje4ChHjhzF4XBQU1ON2WxmYGCA2tpaSktLskofXC4n7oICXC4XnR0dnBg8QVNTE3q9ntzcXE6cOMH69euZmppMHSeZYUAINWNGZ2cXLa0ty/bM9/So6fVcLhe7d+/mhhuun1enu9CDjxDg8XhRhFr0YWp6hvy8XEwmExdddCFdXScAcBfkp54gkxrt9PlLfgmLS0p49dVXUWQlqz52vusr+TTq8XgpryhnanJqUW+K3x/g8OHD7NmzlwsuOJ+ioqKMm95C3vez9TofHBzixIkTVFRU4HI5sVqtdHd3s2nTJsrLy+bM6WLjSH4eCoXo7OxifHyctrZWDAYDFeXlKyrWMzQ0jNFoJBKJoNfrKSkpPituoGcbkiQ5gM+heoedgBtVa9yN6l2+FNVAPgyci2ooP5jcXwjxjMvlMlRUVPxNXV3dgsfS6XSUV1RQMabww4PHCctwXpWTVS1N5DhXVgzpVEnGHdTWnl3BaxMTExgMhowiWmcLtbW1b9pvU1yWebVrjD1H+9nQWMaWplIMsx6Wo9FoqujUm40iBB2BMGPROHlGPb8ZnsScb+WXxbkMjYxSV5BHQ37uWZWpQghx2s9hMBhEUZQ5xTs2X3Udla3tjPV0UVBeRVlTC8YsgXSKoqTqQFxyySVccsklc7Zpa2vLeuwrr7wSgE2bNgHwyiuvUFdXR3v7yZSiiqKQm5tLYWHhG28gDwwM0tnZSUVFBaWlJXi8Xla1tbFmzWricZnXX3+dcDiMyWSmtKyMtrYWjh07jsViIRgMEYvH6e7uZtWqVZzJ6+ZULpClehxW4pmYbSAlc+729fXjcDiw220MD49QWlpCRWUFEmToZ+cGvelobKhHjseZmfEQDoc50dXFRRdfxMTEBL29fVRUlGcsXSfbmpnxYDAaKVhGQRdQbzx2u53y8nJyc3N5/fXXkeWVLYHF4zH27dtPRUU5PT29OF1OxkZHKCsrx+8P4HA4qaqqxOPxEo/H8Xi8TExM0NbWmvFEGwyGeObZZxnsH6Cquor29nYKCvKXrP0dGRnltddfT3l3Vq1qw2rNfmMXQs2y8Yc//CEVZVtRWYFO0lFUXIROp0sZ3EnvaLp0IVngJcmpXqtq0wo6nS5l1C/3YTQel5HlON09PTz//PNs2LCB2tpaRkdHKS4uTgVvJtuer535cDodFBUV4vWq1+g552xLxTbM169sXv5QKMTg0BBrVq+mq+sEtbU1xGJxPB4PxcVFGZkuNIijeo4V1EC8KPAycATYDzQBT6EG7cmALIToXenBdJLEtVvqKMuzMe4NsrWxFJfjzMgrNM5+DvdN8olfvsJ0RJD38hj//X6ZbW3VZ7pbgPpb87InwN8c6aMvHKXUbOSj5W5uqSjEqtdRHLThtJjOKuP4zcZgMlHRuoqK1lWLb3ya2Lhx/voKy2HFBrLT6aClpZmJiUkCgQBXX3UVubk5qdRKDoeDnp7ehCZIYDIZefKJJ9mwcSOxWCyx1Bajubk5VRb4zQicOV3tztbbzNZHL2Z0LOXmnPw8Go0yNDzMyPAo1dWVRKMxBgYGqa2tUbMEFBVl7JPeN0mS0Ol0NDU2oNPpyMvL4/wLzqestITGpkYCgSAXXHABkgS5uXmpdpJaLnWfXDasX7fkQK7ksY8f7+Do0WO4clwYjUauuuoqrFbLvPvM16YQakGaAwcOsGfPHjZv2YzFYub11w8SDIUJ+AMYjQa6u2VGRkaoq6ulp6eXkZERNcVdSUmqTbPZRHl5OX09vWo2lXh8WdeEwaAnFo3hsDswmkwUFBRkLYUthCAQCHL/fffx5JNPsXnLZgrcBTjsdo4ePcbExCRr1qzm2NFj6PV6Nm7agM/nw+fzYTAYeO2116msrGTVqrZlSQuykbwePF4PAX+AwkI3AwOD1NXVLtlIFELg8/npH+jH6XBQXVXFRHMLer0aYFtVVTlvijxYOC1c+t/xeJx169aSn5+H212YerhZ6jlKthMIBMjNzUGnkzAYDLhcOfj8PqampigpKU5d35qBDEKIMPBi2ls9af/3AHvT/j50Oo5pNho4v60i9bd2HjTm42jvKDMRgZB0zEQV9nePnz0GMrDXG6AnHEUAnrjMepcNS5Z7wjsVIQRxAQFZxqbXvaUCFVdsIMficU5091BVWUlLS0vKyAW1+EYwGGTNmtWMjY3zyisvU19fT1V1FSMjIxgM+lR5aDVASt33jV5WXor2ciHDNpsGM9s2s8Xv6n+XPrb09oPBIIePHMFittDU1Eh/fz+STkdbWxtms4m+vn4qKyvQ6/VZ5y/5nslkwufz8dJLeyivKKeyopzJyUl6enooKS1l29YtqWXspHHb19tHc0szZWWlGV68pcybEILBwUEOHTpEfUMDwUCAVavaUp8tlhkhnVhMzasrAZMTE5SXlRGNRtWS3H7Vk1taWsrU1BT19XUYDAYMBj1msxmPx0tJSUnqeEajkXVr1+AuKCAQCKRyJS/1misqKuLii3cwPDyC0+nAYDTM8boLIZiYmOTPf/4zzz//AjUJ72V9XR1CCPbv38/Q4BDxeAyPx4PVamN6eprBwSFsNjs5uRZycnIwGAwrkhakkz63I8MjGAwGBgYGGR0dTT1gLYSiKIkAzTDd3T3k5DgpLCxCr9eljHeHw4Fer88qkVnqvCqKwuDgED6fj+bmJtrb2zPmdbnxCZOT0xQVFmMymaiqqsRg0IOYG4ileZHPDNqcayyVjc3l1L0wQJ83TrldYnt75ZnuUoq4EPjjCiZJIiYENVYTtdb5i1+90xBC0BuO8oP+MQ76QtTbLNxWWUiL3TLvHP3pT3+is7OTuro6Lr/88qzxPd3d3fh8PnQ6Ha2trafsRJqPFRvIJqORtWtWp7SGs41Hh8NBZWUFkUiEjRs30tDQQCgUxmIxU1tbw4EDapork2nx0sZnM5IkoQiBSNOhDgwMcODAQex2O9u2bUWWZV544SUMBj3btm3DbF64WluynXA4zGuvvU5paSkWi4WDBw9RVVVJeXkZer2ByclJenv7qKysyHqjn+1NNhqNlJaW0NXRidfjxWw2MTw0TDwWR960MeO4zz77HOefdy4HDh5kdHSUTYnPlxPQdeGFF1BfX09nZyelpaWpC305Px5CCMbGxlAUha3btlLfUE91dTVjY6Pk5uVSUlLMjMdDd3c3DQ0NqSjWomLVS5it4poQAqfTQVVV5bJXLWKxOKFwmMbGBnQ6PbpZ+yiKQn9/P8899wImk4kPffhDvPrKq6xes5q8vFxisRh2m52S0lJGRkexWW3Y7DYCgSDDIyP4vD4uvvgiHA4HZWWlcx4kFnqwWKj/0Wg0oetto79/gPr6udkl0pFlGb/fz9j4BDpJorKyktbW5ozc4vX1qt50KUb8fA9BQqgp4vr6+vF4PDQ3N6V+7FZ6k/H7A4yMjFBfX0c8HiMnR00hZrfbcLsLUBTNKNbQeKtQV5LHDz+6hf0nRllTU0RNWcGZ7pK6qqkIfjY4QX84yjeaK5mMxdme76TU/Na2aU4nUSH4Uscguye9CW97kK5gmF+trcc1Tx7oY8eOcfnll1NWVsbu3bvx+XxccsklHD58mM2bN7N//37C4TBDQ0M8+uijXHPNNVx77bWn7EzKxooN5GyBA+nGUUtLMwDt7atS3r7zzjuHUCiM0Whg+/YL3hI3qfQxzfYcq8voAUZHx/D5fFRXV5OT48JqtdLW1obVasVgMGAymdi4cQPj4+MEg8EFDWQ1KC6OJKle302bNqIoCh0dnTQ3N6Zy5iqKTE9PD9XVlVmfnmbLPPz+AEKoEaJTU9PU1dVhtVrweLzU1dVmeACFELS1tdHZ1UU4FMZkMs4xjpdy7kwmE7W1NSlDdLkXsKolDdPX10ddXS3T0zOcd9652GxWysrKU4ZOa0szY2Pj2GxWFCGIhCPUVFeRm5OD1WqZY1iOjo7h9XrJy8tb4OjZmZycZHhkhKLCwpS0Ij2Y8fjxDvbt20d7+2qCwSD19bUYTSbaV7Wh06lltpubmxmfGKehoYH9+/djMhopKSnGarWk0iDm5uYuWE55KaSPORQK4Xa7MRqNKIpCXl5u6rP0azxZ3GNsbJzu7h6qqiopLCzEaDTMOefpuY2zHXOhayTDsz0ySiQaYd26tRnp9pY7zuR+0zPTuN0FBIMBBgYGaW1tQZZl4vE4NpuNYDCQteLhW+H3SOOdRSQa48nXuonGZc5trcD+DvROSpJETWkBNaVn1jAWQqAKRiEQl/lO7yhRRfDPDWXkZ/l91ICeUIR9vmBGPdwjgTBH/CG25mavVRCLxfjjH//I5s2bURSFAwcOYDAY6OzsZPXq1ezdu5eGhgYcDgcVFRUJiegbM/crNpDnC5BJ/1wIwdDQMB6Ph9raWiKRCL///S7WrFnNunVrV+R5Op0TsdQbcXIs0WgUr9dLMBQmx+XC4bAzODjEzPQM1bXVqcIcbrcbt9ud0UZubg5Op4PBoSF1aX7WskHSMPV4vAwMDFJSogY8GY1GTCZTIguILkOXbDKpetqFJA+SJBEOh+ns7KS6uprm5iYaGxuwWCzIskxxcRFmsyV1LmKxGHv27CUcDmOz2VjVvoqK8vJUmyuZ/3T5x3IZGRmmuLiYmRk1uMrlyklJT15//QCBYIDWFjUAVJFlcnJziEZVr+Ho6Bhtba2pktbqg4WabaWqsmJej/h8fZVlWc3LW1IyJztGNBrllVdeZaB/gPPPP58Zj4eqqkqGhoYpLytNFUaJxWJYbVbOO+9cdDodZvNW8vJyURRBYWERRUVFKa346ZRXWK02amtr6OnpxWazZlx/QqirBh6Ph6mpqVRZ9/z8vIz0dwt5s+c7/nz7JAPmnE613Hx6QOJKv+PJ72mh202h283Y2Dh2ux2dTsfU1BSvvrqPsdExrDYrO3ZsJy8vT7upaZzV3PnYIX5zyIciBO9bPc7/vX4zprd5eeKzESEEncEI/9U3SlgRSECT3cKtFYU40u7LGpnYdHqMs+ZGL0k4DPPf28xmMzfddBPhcJgHHniAtWvX4vF4UquNyQxQOp0Oi8Wy4ip5S+G0ftNmXySyrHo5bTYboVBIXZYIhZicnExF6c+375vFQjf6WCxGKBxGKAK73UZvbx+jY2NUlJdjNpswGAypQghLkR8oisLQ0DDFRUUpj22S5Fx1dHTR3r4q8TDxe3Jzc9m4cWMqBYrDYWdiYpLc3FyKiooYHh6mtLR03ipuQgi6u3sS6YJyMuY86dGc3cdwOEJJSQnRaEw1/quWHxAhhCAejxMOh3E4Mp8Ul3qup6anGR+fZO3a1fj9fux2O3q9mvlBr9ezZs0aZmamcblcqeuqtKwUt9vGiRM9CR30UGrZXgjB+PgE0UgEl2v5OVej0SiRaIQCd6YnIxAI8MwzzxKPx9m+YzvRaBQpMQd6vZ7CwsKMVYekdmpkZIQ9e1/m4ot2cODAQRobG8nJcTE1NU1OjitVxOVUURSB0WhAltWHperqqpS3OJn2rK+vD4PBkHhgMqPT6bIaxkkWC7qbTeaqS5DOzi7MZpOa8tF4epYkk8ewWCyEQiH6+wdYvbo98Rno9QbisozBcDKYcPYKkXaj0zibeKbXTyAuARKPHpvi72IKb3FV4luW/3dimD9MeABotJn59+ZKnO+ActGnQpnFyE0l+fx3/xhhRWCUJK4ryqXBNjfNW5KqqipMJhMOhyMRMzPA2rVrqaur46677qKgoAC3242iKLS3t/O73/2Om2+++Q357V6xgbzQDTFpHAWDIQYHh+jr62Xjxk20t6+ita0Nn9+H1+uloKDgDb8hLcdzKcsKshzHYDAwOTnFa6+9hsPhpLy8DIfDTl1dbUqOkGS5xQsMekNGMBxAOBzh1Vdf5b777sNitmA2m5ASeTk7OjoZHRllcmqKSCRCTU01Y+PjBIJB8nJzOXz4MOvWr6OmunqOxzF5HsrLy7FaLQt6JCVJzT7S0dGBLMvMzMzgcuVQU1PNck9R8pweP94BQFtb65zPsjF7qX9wYIjy8jKMRuOca8VgMBCPxxJfJiNFxcWUV1YgywozMx6aWxoZGxvHarZkGEMWi4X6+voMA3CpmEwmmpuaMCceRoSA6elpnn/+BQwGPRdeeAFGo5HDh49SVlZKT28vq9raMqoaqqndFKLRGD09vegkHb09ffT39TM6Nk6Oy0l//wBr161l7Zo1GAz6rP3Mdl3P997Y2CgWi5W4HMdsNmMwGOjt7cPv9+N0OqmoKKchUdRjuUFxSWZ7imcHLoJ6/cuywuDgALm5LsrKyhY0jpebuUIItYiL3W4nGo1it9tTxVhyclypdH4Gg55IJIIQLPva1tB4M2nNN9A5E0VIEhtKrZgM2gV7JhDAUORkYQuTJGHUMlUsil6S+FR1MRtz7LzuC9Jst3BBnhPzArbIe97zntT//7//7//L+GzHjh1vUE+zc9rXasLhMOFwGKvVhsfrYfv2C7HbbdjtDkBQWVnBs88+xwMP/J4PfvADWCzmRds83ag3VCl1c4xEIgwMDDIzM4PRaKKhoR6z2cyWLVtwOOynTfyt1+tpbm5MeW0VRWFicpLuE93E43EKCwuJRWMYDAa2bNlMIKBWE2tta+Wll/YwNDTE5s0bGRwcoqG+PpEbeRI5LmfNIBAMhuju7qaxsSHDU5xuuKQbIZFIlJGRMaprqhkbHSMnx0VOTs6c/RYyXJKfxeNxJien2DCrMt98+8zWdw8NqVkezGYT4xOTuAvySZ6zaDSK2WxOPaxEIhG2bduCw+mExEMBSNTVqjrrpHddkiRcrpXpepOeT6fTkfp7eHiYF1/cQ0F+HtvO2YbRaCQQCJCfn4fX58VdUJDaPonRaKSpqQEhFCLhCHq9jvGJCfLz8xGAyWTGZDIyODCAu6Ag9YCw3L6elDLE6O7upbm5kaHBIRxOB2NjE4RCQWpr1Xr36VrilUph5usHqNe51+tlYmKK0tISGhsbT3tAhbr8FqWvr5+Wliamp6cpKT1ZVTIej9PZ2UVjYwORSISp6RmKi4tPax80NE43f/vudZzXO0NMFly8qhyzJq9405GF4MlJLwZJosVmRi9JfLq6GJP2dJ2V2XaFTa/j4nwnF+efWkzN6WC597dT/rYlJyMSiSIrMi/vfYX8gnxaW5pxF6gR41abFX3ihlhXV0s8HmdiYjxVZnq5y7XzbbOYLhrUG6XP52N6egar1YrbXUA4HCYYDFJeXk5hoTujaMNKPNzz9WNsTB2zw+FACMHAwCDj4+NUVJQjywqTk5M0NTXR2qpWHfR4PDQ0qHrh4uIi7A47VquVuvpacnJcdHZ2UVNTTW5u7hzjRpbVbApms3lOGeVs86MoCnE5TmGhG8/MDEajEbPZvKB0ZKF5nvF4KCkpniOvWKid5LGi0SijY+OUFBcnAsWqCIXCIEmEgkFGRkZob1+FwWAgHA7z8MOPMDExwaWXXkplZQU6nY6XXtqD1+tNZA1RH8Kmp2fQ6XTk5uYs1J2sRKNRuru7Wb26PZWp4oUXXqSpqYm1a9ekrhmHw4HNZmN8YmKOxjU5PpfLhaIoXLj9QvR6HZFIFL/fn8i64aC1tSWlP8+mVV/MCy/LMoFAkHA4TLL8b0NDHZFIhOrq6gUfEla6ojOf91pR1Ou6o6OLkpJizGZTynu/ku/5Qt/xYDCIzaaWMR8ZGWFbzbbUZyaTifb2VamKizabDY/Hm8pwoaFxNpLrsHD9uc2pv7Vr9c0hIMucCEaw6nS86g3wyISXf2uupNJiQhFi3gwM72SS9+7ZlfSWSnLF+426xmOx2LLTwZ2ygXxyMILpqWk6OjrYXn4hkqTDarVmZEZIGghNTY00NjYsawk1m4GXvAHHYvFUZohsxnY4HMYfCOCw2xkbn2B4aBiTyZgKqsvJyWH16pw5x5lPe7mQcT5f/xVFoaenh+bmptRxLBY1t/Hg4BAzHg87d16cCigTQmC1WpFlhUgkTElJMS5XDrIcTwWJlZWVUlZWRk6Oa06f/H4f09PTrF27Zknz7Pf7eXT3o8RiMSqrqli3bvUcDexyLlyX00luztIN0fRzOjAwiMNux+fzMTAwxOrVqzEYDASDQQ4ePEhVVVVqjiKRKMeOHUeSpEROYQu5uXmUlZWpAXFWS0qy0dPTQ0lJyRwDeaFsBsl+zcx4MBpNyLJMV9cJ9u3bx6ZNG6mtrcVgMKSuM7PZnAoUSw86m33Ner1ebDYber0Rm82aKqAiSVIq6GA+Yzj9XCd/VCKRCKFQGEVRVA/04BAWiwWv18eGjRvIy8vD4XCq8p036AcovV+KohAIBlOSora2Flwu16Ke41Mx0IeHh3A6nUxPT+NwODJys+v1ehobG4hGYwwND2G1WhFCyfhd0tA4G9GuzTeXsKzwta5h7hqZQgesc9n4z+Yqyi3zF0LSUGM/4vE4Xq93RfvHYjFCodCK4oOWQtLWWw6nnMUC1JuTyWTCaDKydu3ajBRYoC7dK4qcMpiz3ZCWEuSTNDSSBkYwGKLjeAcDgwPs2LGd8vLyDKNZkiT6+/vpON5BYVEhLS3NlJYUU1pSnLUIw3wX/3K+FPONIxqNEY3FiMfj9PcPUFFRTnFxEaFQGLvdTk1NDRbLyRQ+oVCYZ595juPHj2N32PH7/Wzfvp3R0TF6e3o4/4LzeeWVV8nLy+Vd77oy48lICIHNZmPt2jWp7AmL9lsReDwewqEwRqOJtWvWLMs4Tjfm/IniHfMFDi6ELMuMjo1RXV3FE48/icViQW/Qpwp/qKWry1LbOxx2dl6yk2NHjzI4OIjdbicnJ5doNEpBQQEWiyWV9UKWlTnpCZd6bkdHVW3rgdcP0NV1gvPOO4+KipMZRCYnJxPBdTl4fV5qa2uztp+89icmpvB6u2lra8sqM5p9HaX/HYvFCIfDxOMyOTkuxsbG8Xg8mEwmnE4nDoeDpqZGYrEYgUCAqko1sX669zbbMZZC+j7ZxpbM6NHT04s/EKCxoYH8RInypRii6d/zxY6fTjQaxefzU11dTSwWJz9/bkoonU5HcXEhshInFotx6NARioqKaGioy5qyTkND453HUCTKQ+Mz+GW1qFCxyUihWUvjthiSJJ1SatJQKISiKBQUnPk810lOOUgv/aLJzckhf1329FTBYAi93pDKqbtc4vE40Yha7MDr9bFn7x7i8TiKonDuuedy6NBhioqKmJ6e4fXXD5Cfn09DYz1FRYUUFRVhs1lPKd1YOivRagYCAfr7BzAZTbS0NBEMBrHb7VitFiorKzK2Vb3HFjZu3oik0+H1ekCoRtqaNWsYGBjA6/XS19dLOBxK9SWZlcBoNKLX65elXXXluLjxxhsYHR1Fr9djs1mznuOF5kEINRfw0aNHqaqqyigrPR+z51Gv17Nu7RoOHTqCPxCgrq4OY6I4RTgczgjskiQJvV5PRXkZ4VCIlpYW8vNVWUNxcTEWy8kAvfHxCVwuZ4andjl9c7vdHD16lOnpaXZctD2Vj1oINVdzV9cJqqoqGR4eoaysJCUpyjZXkiRRU1NFT08vU1NTlJWVplZZZqePCwaD+Px+JCA/P5+hoWGmpqfR63Tk5eeRk+NKlNMuRqfTZfR5ZGQEg9FINBqlo6MjVcnwdJN+zEgkQmdnF3q9npbmZiwWS6pfKw0AXAp+fwBXIge53T5/AGZhYSGhUJienh5y8/IYGBigsrJiSdeqhobG2xshBIoAgyQhAQYJGmzmOanKNN4ZnDbFvyRJGI1zjV/Vu2xMFM3IHpG/EF6vl3379hOJRInHY8iygl6vZ+vWrQwNDSX0hqMoQi2Ja7fb2bBhHbm5uakbc7al6qUEmi023qUghJrbuK+vn/ZVbVRXVzE0NAySRHNT4xyjId3Y8Mx4aGhsYGpyimeeeYZWp5Mnn3gSoSiYzWYqKyvJy1O9c7Iss3//64RCQSwWC42NjVm1tgt5D0fHxnA6VYMrvf+LzUP6/Ho8XsLhcErnupzzrRap0BGLxZDlOO+59ppUpUYAp9OB0+nA5/djNplTHveSkhJKSkoy2srLy82QNSTLSs8XoDjfeIUQ+P1+jh49is/n49JLL8mQngghGB0dxZWTQzgSzci4sdDYDQYD9fV1qeNFo1GGhoaRFRmdpEvkzXbR29uPxzOD2+0mP7+AkpJiSkqKMRiM6HTz53GOx+OMjo5RXl7OxMQEVqt1ySsmyyG5YjM9PYPBYMBms1FTW4PFbM6aFSPbqsRC3vLFHtJAvW76+/upqKhgYmISp9OJzTZ35ST9IcRkNhMOh6mqqnzLV/PU0NBYOUIIJmJxPDEZSYJv9Y7ywbICYkJQYjJyTVHenIqpGu8MTkuQXpLZ6cuSSJKUumFl0xPPZ7wmb/SyLOP1eqirq2Nycorx8TGam5uoqqqioqKCQ4cOUVJSkiqqYbfbMtpaqY52KWNeCDWYa4CpqSnc7gIsVgt9ff2YzCbq6+oWLb1cWlqCyWQiN8dFbm4OFRUV5OTkEIvFqK2tSRiMLvR6PbFYjOkZVXvp8Xjo6e5h7bql6Y+TY4rH5TnL/cvZXwg1x29VVVVKiztfG7ONoKS2t7i4iO6eXgoLCyksVIutJCU1Op0eh8OO0WDMqEi4mDRGkiQaGxsxmYzLCrwUQjAzM8Ojjz6GxWJh586dOBz21FhBXRmYnJykqqqK3t4+mpublqyzTe+H0WgkPz+PeFz9kbZarRiNBpqaGgDSpBGLP2RKkkQwGMRoNJKXl8fo6CiNjY1ZDdL5jNSletiT+Yb9fj81NTXo9TrsNtui+y6FpXzNkn2YmJikoaGe48c7aWpqXHCf0tISHE4HOp0Ov8+fyqutoaHxzkIIwT5fkC8cH2QsGiPXoOeWykJuKM7HoKVxe8fzpuSMSb8JDw+PYLFYcLmcGcbrfDfk3Nxc1q5dy4svvEBLSzOvvrqPwsIiiouLMZnUKP+tW7dkPdZC7c7u31KN3oW2S9dPJpeaw5EI9XW1TM/M0NXZRV1dPW53/rx5eNPfczqdieNJGE0mdDqJ9vZVTE/PoNfraWpqAlT5SU9PL5FIhMGBQVwuZ+qzpRiEScO2sqIc2ykaN8XFRamVhKXOqSSppY0nJtUCKJFwhLKWspPV/eJxOjq7qKmuwuVSvYMWi3nJqcJisRgmk3FZqcWEUIuKPPXkUyiKoLW1NfXgla6FHx4eoaCggMnJSQqLCnE47Asa7PPNiV6vJzc3d47xmgwATH9vIZKfe70+cnJymJmZTpRYzq5FX+r1MfvvWExNRxiNxrDZbJRXlGNLxBjMt99ipPclKS+ZnpnBYbeTk5Mzb9zCjMdDTW0N0WgMi9WSIZeYLW0B1Xufl5urep77+pmYnKSpsVGTWWhovMOQgQdHZ1LlkEOKwlqnTTOONYDTmOZtPmZ/FomoKdUkScLr9VFWVpoRbZ5sUy0qIGMwGDCZTDQ2NSVyE2/OqAC3lJvwUrxkp0sXmTzG5OQkQgga6us4dOgwAOvXr8vQxS6GLMvE43Ee2vUQoXCYq6++CrfbzRNPPInf7+e6667F6XQSDod57bXXsVqtTE1Ncu6551CZKKW8lL4qisLrrx+gtbUVm822ZL3o7PmUZVkNqltmyeBoNMrA4CAVFeUMDg5SXVOV8g4LIfD7/FgsllSAXVJ7nNRcZ/PEJ/8fjcU4euQozc1NqfQzi/UrWfHwqSeforW1heqa6qzBjpOTkwSDQXJyXMzMeBJFVZZmwCbHttDn8723lPOam5uLwaDnxIluSktLlpVabb42FUUhEokwNDRMNBqjvr4Wl8uZetg9Hf0OhkL09fZRUVmBIsuEQyEG+gdpb29LpQxMl/UIIcjPy0PK19HR2UlBft4cb3A2WU3yGmpoqGdwaJhoLKoZyBoa7zCEACX5AA2UmIxaCjeNFKdkIC+kHZxv25qaGrWccSRKf/9hbDZLqhRvUlIxMTHJ2NgY0UiU9RvW4XA4UiWd03WNsyPel2vwLtUzt5QMG0mZgKwomIwmysrKsNnsPPvsc4TCYd515RUZRlb6jTpb+/F4nK6ubkpKiilwF9DZ0cnA4ACKotDQUM9zzz2XkTOwvr6e0dERKioqFtW/pqMux4cwGIzk5eUuaZ9s4wfo6uqmuLgopf+drw+zxzs8PAICJCRisTiFbnfGtlPT0+Tn580JOoxGo4yMjFJaWprIv2jK0MELIQj4AylP7Hx9SN9eURROnOjm5ZdfZsPGDTQ2npQ4pO8Xi8UYHByiqKiI8fEJSktLsFjePANrsWvS5XLi9weIxeO4E/O5FON49ncqSTgcZmhomGAwhMVipqamOmvMwXL7nNw/aXwfP3YcnU6P0WDAbLfjcrkoLy/HYDDg8/mx221zVgKsViuhUIhIJJLS5C9E+nfPYrFQV1uz5DFoaGi8PYgpgj+Nz9AbjvKpqiL8ssy7C3MpN2sxCRoqp2QgL9cITe6j1+sxm0y4clwMD49iMpkZHR3FYrGQl5dHIBCgqKgQl8uVMGwWzlU62zBeqZdspUiSmiD76NFj5OblUVlRjiTp1JQlbjflZSelC0vt39jYGOFwCLPZRGlpKSMjo5hMJiKRCF1dXeTl5aPXq4UynnjiKYwJfe22bdsoLS1ZtP1kX0A1fuob6paV5WO2gRmNRpmanqI2YWws1XBSDa8hqqqqGBkdoaWlaY4xm5+Xl6ErT2I2mykuKUaSYHJqCqEo1NTUZBzb4/GQm5c3J5NCtvEoisKxY8d59dV9bNmymfr6ulTwXGVlRcbD2ejoWCrwVBEK+fl5SxrvQpyKHjiJLMtEIhEsFguTk5OpFZjlkG4kx+PxRFlvGbPZTGlp6Wn1tCYfLMfHx1OyIYvFnOEFtlqtCRlRDxUVFakHOUVR8Hi8OBx2gsEgLpdrwcqcy1np0tDQeHuRCtoG4kJwz8gUz0z5+eeGcqqsagEQwzKcS2cCIQRxWQEkDPqzu69vB04pzVu60TqfYZV+AhVFSQTVhDEY9FRVVtLZ1UVPTy8Ohz31SnqL04+1FBaTBZyKPjLbfkkjYmJikv7+fnJzcykqPOn9tNttrG5vT1X3Wmo/g8Egg4NDNDY2YDabaWiop6ioiJKSklQ+YLPZjMPhwO/3E4lGEULQ3d1NXVrwX7ZxzyYej2M0GtL0zitjdGwMWyKwbCFmH2N0dAyXy0UwGEQn6VJFMpLMzMxgMpkyykUn29HpdNisVhRFwWqx0NHZSVlZaaoCYDK4r6qqMmPfbH1SFIWOjk7279vPls2bqKurRZIk4vE44XB4zj52u52CggL0ejX5+HLLQS/Un1P50fN4PBw7dpzNmzeh1+spKjyZji697fS/s0llZmY8TE1NIYSgrq4Wh8M+p2z2fMz3EJitD8FgiBMnThCPx2loqJ/zXUlur9frceXk0N3dg9PZjsFgIBaL0dvbR2NjPUNDQ1RUVKyohPVS5EQapxd11U1d3tbPk41FQ+N0IYTAE5f547gHb1xmJh5nNBLnnxrLKEmkntWf5degoij8eX8P3328E7MePndFC5tbKrXvzhvIKRcKySazSHqFIpEIsVgcp9NBOBzm2LHjRKNqwFRraws5OS7WrG5Hp9NleOfmO9ZizLeEu5wgp+UYifF4nIHBQSbGJ6iuVvWnhw4dob6+FqfTyaFDh2loaMi4aS9kpCU/kxUllbFCkiTy8vIyykknDb54PM6rr+7DYjbT3t5ObW1NRhGNxcYrgJGRUUKhUCrB90qWzCVJIhqJUlxcvKCBknqCT/wbDIbo7u5h3bo1jI6N09BQn+E5VKvf9dHc3Dinb7OvP5vNSkV5ecb+kiRRXV2N3W5b8OFIURSOHj3O3r17uOiiHZSntaMoIqXfTc5/JBLB5XKh159dxSWEEExOTiUkFRJFRYUYDAY1eHNwSF2dCQYwm8zk5uYSCPgxGo3MzMxQUFCQqtzY19eP1+ujvLwMh8OOwZA9Sf5CvwGL9VNRFBRFEAqHyM3NpbDQnbW0efL3RJIkykpLMJtMqZKhXq8PvV5PPC4zPj5BS0tLRr+WQvrvw1ICFjVOD31TQf7t4aMMzoT48LYarttQrqXS0njDUIAfDYzzrd4xZCGot5q5Z119yjh+K+ALxfj3h4/Q4VF/r773TA/rG8oWdUpprJxTmtlQKIw/4CcajWHQ6ygsLCIajXDiRDfj4xNMT09RWlrKunVrsVgsNDQ0YLGYMZlOlrudb/l3KRftYt7rxT5bSjvZ9M1CCALBIN0nuhFC0NzcjMfjobOzk1Wr2nC5XAwODhGPx7Hb7UvW4yqKQigURifp5sgkZnu5kp74aCxKUVEhY2NjrF+/dsmeTEmSkONxRsdGqaqsWlGaq5QeNx6ntLQko7T4YvsIIejr76emthqXy4XD4Uj1ITlfY2PjqQqMC6HT6VIV5GavajgT6bzmIxaL8dprr9HR0ckVV1yO2+3O2F6v16VyMUuSxPj4BN09PbS1tmIyqWkFzxbDKhwOMz4+wZo17QwPDyFJajnyjo5OXt23j4L8AnJy1HLlVVVVCWO6gKNHj+IuLGTjhg3o9TrKy8uprtbPqc54qmNMevV9Ph8dHZ2UlJRQVlaKlFZpbyGMRiNFRYXs27+futpaBgYHKSosZHp6murq6hV58TXefGRFcM/L/Tx8cARFwB2hDjbX5lGZZ2PEG2bYE6Ysx0qxy3xWfK803vrEheCAL0Qscf/RSaA/y+UUc1GLmKT+UgRvrpj0nccpGcjBYJDJySn0en1CI6qWnK6qqkwE8ZgyioPk5GTW2D4deuGV7J/NgyhJUqqEL5KEzWrNajSqQW1BXtv/GpWVleTm5tLb2wvA5s2bsNlsxGIxxsbHaWtrw7CEiNj0bBJHjx6loqICu92W1ThPx2azsW3rVoxGI/39/Sm96FK14cFgEM+MB3uLbUUGUFLXOzY6SjgcoaGhfskPJFNT04yPjbNmzWoCgSAOhz1jrEIIjEYjdXV1Ge8tVUeqKAojI6Pk5OTM8SAniUaj7N37MiMjI+zcuTOVdzmJEAKr1UpJiVqiORaLMTo2RmlJCZ2dnVRUVFBY6D4lzfBKmf3dEUIwMTnJ5OQEAwOD9PX1pdIfBgJBDAZVr15TU4PP76Or6wSyHMdqtSBJukRlQLXdZAaR9LYXGtvs9+bzKAuhFmw5caI7UeGycNnFS1RPchkdHV1IOgm3u4BYLIbRuPyy5hpnkLRLZNwX4esPH6OtzMWD+4c4PupjbUUu3715PRV5NqJxhWA0jsNiwLACCY3GOxshBP5Efnm3UY8ALnfnUGB6a3leHVYTn7m0ke89249RJ/jLC2oxahk33lBO6QopKMinoED1/sRiMYQQ6PX6VDqmpbCYXnG+fRbbZj5OLu8qRKMxJibGsVptFBTkMzY2zsDAINFohJqaaiorKzOOlTSkzWYza9euIRKJcOz4cYqLiigrK01pf30+PwX5+XMCyxaSkAghGB0dQ6/Xp+Z0MWNQr9clKtZJGcUR0g3JhebIZDItO/VcNuNnZGQMt7tgXgM22z6yLNPY2MDx48dxu90pAznZhqIouFzOFXsFw+EIY+PjuN0FWfsUiUR46aU9zMzMsGPHdvJneTHTpULT0zOp60OOxzGZTOh0+tQD39nghVAUhUOHDnP40GEOHTrEueeei9PpTEh0cqkoL8fhdDIzM4PeoJYS7+zoJBwOYzSa5uQwXimzjfZk36Ymp1CEQl5eHq2tLamUeyuhsNDN0WPHcNjtmEymjKI0s/uw1JWoNzuw952MXidx/aYKusb99E4F+cDWKlaV5fDT53o4PupDEfDawAwPvT7MZW3F/PLFXg4MetjeVMitF9RhMZ6UPyUf6jQ0siGEWiXv304Ms9Fl5/aaEmJCsMph5a32qKXX6bhycyOXrFedRgZ99loKGqeP0/IIJcsyD+16iOnpGbZs3UxdXd0coytboNB8LOeGtZSbYbpRrNPpkGWZ48c7CIVCWCwWcnJyALXIRXFxEbFYHEVRMtr3+/309Q9QV1uD2WxmaGiYqalp6upqKSx0p7ypiqLgdDrJyXEtK2BIlmWGh4fnBNktNBfJ93U6CTWL49JIGn+hUDhlRCWPtZw2QJXZTEyMLykHcPox3O4CJiYmiMZilFeUz2nb6/WqKd8SQWZLbTeJx+MhHAphNM6tnheJRHn2uefx+/zs2HEhLld2Q1eSJGRZNTzXrl3N2NgY1dXV9Pb2JkoUm+Zsf6YIBkOEgiGMJiPBYIjq6qpUf8rKStEbDOTmuAiHI0gSFBQUUFdXh81mxePxAtnlRNn+Xoz06zUSUSVXMzMztLa2ZE0Nt1zNsCRJuJwuqqorU1XwTof8Q+PNo6bAzndv3oCiCIwGHRLw4XOreaZznOlAjHybicNDXv7w+hCHhrwoAo4Me1lTkcvWunyOjfj404ERil1m3rexAod5aStnGm9/hBCMRmM8NunFqtPx1LSP1Q4rHy53Y36Lr0BIkoRJ0xy/aZy2mTYYjRw6eIDH//wYZeXlrF27ltVrVlNWVobT6ZyTheB0k20ZPnmjnpycoq+vj3A4Qm1tDSUlxamSwOkV7ZJGrk6no6vrBDU11an9Ozo6qaqqTHmrbDYb1dVVKU9Y0jg+dOgw+fn5VMwy+hZDr9ezZs2alOB+voeLJEIIBgeHcDgc5ObmzNlnsbny+wMcPnKEjRs2zMl6sRzU6n7tc9KcLWbYK4qiBuA1NWFOMzSTxntvbx8FBflLephK7pdOOBymqKgoYxuAUCjEs88+RyQS4ZJLd2JL6JuzGW2qzMOATifx+usHKS0rJRAIYLfbM4qWvBks9MCYrOhXX1/Hli2bOXDgIKWlZan+DQ0Nc/x4B0IITGYTwWCQ5qYmnnzyKS7cfiFHjx6jqrKSvLzcU/qepkspkt69gwcP4Xa7aWioT60GpBviyz2/QghC4TB6g1rSet++/dQ31JOfl7dQM0vqd/rxNN5YJEnCqJcgbYV4bUUu37xxHXt7ptlWl8+mmnwe3D/I5+87AEAkrnDH4x08sN/G3u4pBqZDGPUSihB89LxaZFnBG45hNxswad61dywhReEfjg/w+KQPCbipJJ8Plb31jWONN5/TYiDr9XquvPIKLr74IrxeL12dXbzw/As8/dTTGI1GWltbWdW+ipramlS0fLKEbnp2gCRLiYJPkk3/6Pf78fn8RKPRhPRBT01tDXabLeXBWmzpfnJykqKiIkZGRvF4Zli9up1oVK0iVl5eNidbBKhaz0gkirugIOP9xWQHSW+1ybR0OUE0GmVqaiolx1gOQqglvyU45QhYi8VCeXlZ6hwudFMSQjAxMYHFYmFqahpFmZs/WPXayqqEIWGELpekFKawMFPjGggEePqpZ9DpJC66aEfKOE4/dnpfJUlCp9ORl5fP+Pg4Bfn59PT0smpV65zCISuVqCw2X4t9lpwvj9dDeVkZHo8nUVhDnxpDTU01Ho8HV46L3p5ePNMeXC4XjY2NBAMBdDqJ0dFRIpHIsnMmp/cn+fJ4vExPT1NRUU57e3tCkrJyWVQ6kiQxMjyCu8BNMBgiGAxy/FgH69atyVopUTN+3zoY9Dq2Nxexvbko9d6lbSUcHvJycMjDBQ2F3Li5kiPDXp46No4AorLgwf1DlOVa+fORMV48MUlziZOvvKedkpyFg3uXinpdq8HIRoNBk3WczQjBWDjKEV+IqKKAJBEVylmfwk3j7OS0VNKTJLVSmRqsZ6e0tJRNmzfh8Xjo6+unp/sETz/9NPfcfQ/5BflUV1ezbv06qqqqyclxpdI7zTawlhI4lvRGhsNhDAYjOp3E4OAQOr2OQrcbg8GQ8vYthWQ/FEVw4MBBCgsLaGlpYXhkBL/PT31DHXDS25y+TzAYpLy8DPMCxQqy9X1gYBCXy0VeXu6iOuXkfjMzHnQ6/bz64YWMclVeEUwV1VhphoJk0FXygWcxwuEIR44cpaWlmYGBAVpbW+cNhKytrZ5T9nqp6HQ6ysvLMtr2+/089eTTmMwmzj33nFR2kcXGF4vFiEQiNDc3MTExgdtdkKqYt1zjeDmkn6tsx0ieN1mW6ejopLu7Gzkex+8PsGnThtTnyW2EgIrycvw+P0JAbm4Obreb3Fw1B3UyfmAl8508js/no6dHDVgtLi5Cr9djNGamyDvVuRJCUFJagkGv59ixDmpqqtHrDXh9fgrNWtaDtxv5dhP/591tBCJxnBYDBr0Ot8PMVWtLuX/fIEUOM1e0l/D7/UM8cngUWREMzYR48tg4N22uZNwfwROMUVVgw7zCgCZvIMw3fr+PPcMhtpZZ+Ow1G3DZT4/xrXEaEQLx1FNYvv0dqi6+mmhJOYHiEi7Ic6LXfhY0VsBpFbOk35wsFota6ay4mA0b1hMKhRgZGaG/r5++vj52734Uz8wMNquVsvJyGhoaaGhsoKSkZI5OcXbgVPLveDxOf18/Y+MTWK0WqqurcDpdqXy6C2kd54u0lyS1KpysyFRXVeJy5dDZ2YnD6WTVqtaM4KLZ7atZEBbWV842fCYmJhkaGqakpHiR2c0kEAhQWFiwLG13ep8KCgooSAtgW4n+OBKJ8vLLr7Bp0yacTse885000o4dO0p+fgEzM56EcZaTtW3PjAeL1ZIhf1kO6vlTUvpjn8/HE088hdPp4Jxt27Dasssq0seW/DwcjmCxmBkcGsKgN9DQ0LDs/iyFpRjryeBFr9eHz+clHFZXSI4f72B1ezs5OS76evux2exzvotr164hHA5TWlpKS0szdrudVatakWUFt7sQg0F92EoeZymrAen/j8sy/f2DWG1Wqiors35PTofxGolEMJtMqTLrRUVFmExmkmkRTuVhTzOuz05MBh0mw8mVDaNe4u+vaOGmTZU4LUbK86wcGPDwYvcUU4EoOp3Efa8OMOIN8+jhUaYCUa5cXcLnLm/Baly+kfz00RHuPjBJVOg4MR7kglUTXLK6QrtelogQAm8gBIDLfnqCgWcTlBX6ZrxY/vlf+M9153DZk4/y5UgA/y9/xRqXTcuxrbEi3vBS00Aqs0V9fT11dXXqDTUeZ2RklMOHD9PZ0cGuXbuIx+NUVFTS1NxIa2srJSUlOJ3OjPy4yVRsDoeDaDSGx+ujsbEhFRSnLouvbFjhcDhRUtfE5k0bmZnxcPDgIerqaikqKkSS1GX12YFBiqIWVygsdM+pBJfsdzYURWF8fIL6+rpFl7bTDWshBJWVFeh06rwsxcueTiwWp6ioEGOazGU5JA0ov9+H2WxOldFe6Lherw+v109razMdHV2sX78uaxBjPB7ntddfZ/Xq1RnluZfSp+Qxe3p6URSF5uYmPB4Pjzyym6KiIs4995yMjAfphltyXtORZRmr1UJTUyOPPvpnmpsb0Se0jfM9YM3Xp/lYaP6T35NIJIKiKNhsNiYnpzl8+DClpSUJaYsahFdXV0t//wBV1VVzZDOqYS3z1NNP43Q42bBhPfF4HJ1Oz+uvH6C6upqiosIMmUS2Mc5exYhGo0zPzCAhUVjoTsyP/rQaxOkoikJnZxdlZaX4/QEMBkPGCkowGMLj8VBY6F5y4F76eDSD562BJEnYTAbayk4+YLeVufiHK5r5w4FhttYWsK2ugK/+8QiHhtQA1Lv39rO1Jp9IXKG9PIdat33J51siLSuddoksCyEETx3o43uPHwfgL3c0cPHamtP6XQvKCt/pHeXw4CS27e9iw9GDfHjX7zBdegnkLH6ehRAEQhEisTi5Tht6TauskeANDYfMZiAkl1uT+ZKrqirhisuRZZmpqSleefkVXnzxRR7d/Shl5eVsWL+exqYmCgvdhEIhhoZHQAhWr1ZLOK9du3rF+s8kSUO1v38Ak8lEf38fkiRRUlqK3+9PFJM4gM1mo6S0mN6eXlpamlNL7VNT04yMjGbVJS88Pzpqa6szjOrFDCZQgwZ1OimVmkxta/EfgeQ2R48eJS8vb9mBhJl9lxACSkpKUvrSbH1NGnknTnRTV1fDwOBQomqaKaNfye0DgQC5ubkpbfJKPNszMx5qa2uYmpri8cefoLKyks2bNy0pZVyyjWTp6aKiIvLycrnwwvORZTmVCeWNIOmJjUVj6HQ64vEYhw8fJRpVqxRWVVXgduezffsFqe+RoiisXbsWRZHx+fwZ12D69y8Wi6WVZ+5FkiTKysrwelW9cH5+fsr4X2xuZFlhemaajuMd2Gw26upqUwGvbyShUIiJiUmqq6uYmJykproqo29Go4Gx8TEikQhVVUsvwaoZx299DDqJGzZVcv2mypQNe1lbMa8PzBCXBeGozP++5zWicYW6Qjv/86FNVBdkz48+mwtainn/6mGe6fGyvTaPLXXuRffRUJEVhe883smrwxEAAo8e44JVVZhW4Mmfj6lYnN+NzeAwWlDqGvnf9/8a05bNSF/4wqL7CiE42jfON/50iDFPiBs3V3Hz9uzSP413HqesQc4WZLcQ2WQOkiSh1+spLCzkiiuvYOclO5mYmKCjo5NnnnqaRx5+hMKiIqprqtmyZXMqFdpSl4PTjyeEyLiRq+WaX+XR3Y9xxZVXUlxcxNDgAEeOHMVqteL3+3jttdfp7e2lvr6OaDTC6OgY9fVqKrtkBoHKyool5+xNGo2KoqSM4/nGMPvhQvWidWbkPV7sWMl9k3+Pj0+kcjwvpnVdCLe7YMEgweR8j09MIMtq/uBYLJZKCZfNCxuJRCkuWbhk9UKohqD64/bUk09RWlrCxo0bMs7NUsY4PT3N1NQUlZWVRKMxnE4n09MzHD58hKampiUHVC4k5UmmHkwW8Thx4gTBYAiT2UxpSQl2u2p8JvNBz/7uJK8Zk8nIyMhUao5nI0lq7m6X04Xf7ycvLw+Xy0UkEsHvD3LkyBGqq6swGCwLjkVRlMR1K5ienqaurg63uyDlrT3VALzFmJiYTKzkqPPgcrkyvNV6vZ76ujoGh4aJx+fOxUJ6bo23NqnrIO2992+pRCdJDHtCjHkj/OHAMALoGPXzmz19XNhUyKbqPAyL/NS47Fa+dNM2ZEWg10nodW+1CmxnEDErI9Mb4ILXAU6jkbFYnGhVNc/89kHaq4rAZIJFzlM8LvOL57r4c3cAgMmnuzm3uYT6cu0hSOMN9iAnWcpSc/qXyGAw4HLlUF5ezo6LLyI/L48jR46w56U9HDpwkB0X72DTpk3k5eXNKU+8EPF4nHA4gizHycnJJRwOcejQYX7yo58QjcV47NFHuXjnxYTCEdZvWE9paSmHDh2mvLycbdu20t8/wL59+wmFQugk2HnJzlQ5abf7ZOaKhTzAkqSmJTpxohu73U55eTkssWCkakBGkBKllVdCMBjE5XLhcjmzno+lPmzIsszExOSCqdiSeu6+vn6qqio5cuQYhYVuTpzopqKinOnpacLhCKUJT73VamVqagqn05ny1C5HCwuqTCYcDvPMM89QUOBm8+bNC6Yumy2tkCSJSCRCd3cPrW2tjI2NYrFYKS0twWazEo/H6ejooLm5adHAxPS2kwaxqmsOMzAwmKgAZ6SurhZFUbBYrRQXl+ByOVMeWesCBTzi8TiBYBCX05moGGifV7dtNptZs6adeFxOBYMKIbj88kuQZTkjXWG2h1i/P0BPby92m43a2hrqExUOk6/kGE+HkZytDVmWCQQClJaWMjk1lfrup/dXkiRsNhv1dbXEYjG8Ph/OtKJFS/kd0nj7kGM1ccv5tShCcHDQw6v904x5I8iK4EfPdnPX3j7++uJGPnJO1YLtSJKEQS+hFS1bPnq9jr/Z2cC3Hz6EQPDpy1sxLvZEsgyCsswvhyY512WlyiSTX1rGNUW5SMs4WdqjjsZ8nDYN8kIBcLPfSzcc0j2FiqIgyzKdnV3MzMxQUlLC2rVrcDgcNDU3cfHOizl+/DgvvvASTz7+JJu2bOaii3aQm5uXdZl/9vEHh/5/9v47TLLrOu+Ff6dyzqlzjpMHgwyQBDMJMFMkJdG0ScqyPpO2ZF/Ksn1ly+b32d9zbUumJUq+SrZ0LVGWZIkWSZEEA0gQIJGBCZiZnp7OsbqqqyvnE+4fp6tQ1V3dXR0mAfU+Tz/dXXXOPuvsE/baa7/rXStMXptkbGyMUqnM5OR12tpCvP+DH+Sv/+qvCAYDdHd3I4oSx46Nkc8XGB0dZXBwgEw2S0dHO/fcc65aWU2j0aDX6+np6aqeRzNUh0w6Qzwep6urk4pzvFMyX+XvWkdkZHj4wHJcgqDKfh00Aa7iBOWyOZ577nne855377itoigsLS3x5A9/yPve/346Ojq4ePEia2thRkZGCYfDOJ0Orl+/zsrqKmNjY7zw/PM89NBDhPaIIjfqH4BSqcy1iWt093Tx4EMP7LpUttN9urS0rNJnFIWV1TBnTp9CURRMJhPHjo2TzeYAgWQyiSBosNnqHdNKUqJKk5AIh8PkcjkEQaC/vw8QsNmsWCwWTCZT1RHu6+2t6+Pdro8gCMTjCVZXVzl+/Bhm8+7RX6BaEKe2zyo0oZ36Q5IkFhaXWFlZob2tjc7Ojrp7sZFdO7V3mKhbOp2mUCxu9psZjWZ71LrSvlarJZfLce3aJINDgzg3I8170ZfeqFFBQRAMwEOovsKzwDhgA54CPMDdwHkgAtwHlIHnlDtgpqHRCGgQONHp4g8+dTcvzMX4g6dmWYznSeZFvn81wk/f3XmrzXzdQhAEHjrWxalePwB2a/NVWxuhcsvlJBkF+IOlKGlR4p/3hcisR+lu9+7ewBbodFo++eAA4VSBSCrPT53roifkPrB9LewORVGQZBlJkjHob//iPoeOIDc6wUZLwZXPKw7I1atX6erqYmxsFFEUWV1dJRbbwOfzEgoF6dusWFdpqyLXdu+993L69GmuXr3Kkz94kt/8L7/JPffey0MPPVi35NoIdpsdv19NRlpZWWF4eAij0Ug2m+Xz/+jzjIwMYzQa8fm8aDQarFYrb33rW+o0byVJJhRqQ6vVUCgUKBZLm+Wem+urSsW8rq4uzGbznlSC2sQpRVE2k5D82yJnzcJiseyYVNcMKtcylU4RDAaqdIat21QSqr7x9W8wPTXN49/6Fp/+zGdIp1OIosRGLIbRaCQUCqEoCgaDEZdTXTW4fPky/f39uFzOPWknUJs0mOGpp56mf6CfBx64f98FUBRFIZFIcO3aJAP9fczMzDI4OIDJZKJYLFalDO12G4qi8OyzzxONRnnooQfp7OxAo9Fs6mankCSpqqZiNBqxWi0YjcZN6TM9ZnPbrrSWWie0kR8iyzKRSIRQKMTS8jJul7vhfbjVMax1Kne6b2RZplgsUiyWsFjM2KwWzt11ts6Zvpmo0JhcTkd1ZaFy3+3Ud3a7nd7eXuZm5xkcHMBsNpFMptDr9bsqrrxBoQXWgVHgE5v/bwAPA4PABPBR4CdAL2ACYsD1W2DrgaDVCIy3OxgO2ri0lGQluYKiKHisBqajWSzybe/r37HQCAJO29HI4okK/N+LEb66FkcAzjgs/OuBdkyKTOYA7QmCwGi3n//yqftbSXo3AVfm1vj337jMRgl+9kyAj79pHP1tvDRzwygWWyN8sizz6quXMZmMzM8vUCgUmJiYoLe3F0kSN51jH21toR2jfpVBzGg0curUKUZHx3jppZf4/ve+x/XJSd71rncxPDK8o7au0WjA5XIRCPgJhUKsrYVZWlrGH/DRFgqhACsrq0xNTaHICrKi4PG4GR8fYzUcJhQMMjs7Vy2bu7i0hM1mr3NM9lIsKBSKlEqlKiWjGe5vxVmqVPTz+/37HtC3RtoaRd7201Ymk6Wza7vUkaK8poeby+e57777MOj19A/0o9fr6erqIp8v0NXVydLSMmtrEU6dOonJbMLtduHz+cnlshgalCTe3Z4MP/rR01gtFu655+6m+eC1kCSJCxcu8aMfPckrr7zCm970MF6Ph3Q6zU9+8gw+n49isYiCGsUPh8NkszmefvrHdHd3bR5Xh8/nrTrEgkCVN7s1SrnXNd/pXEFNZkyn03R2dnD16lV8d3ubioLudL9VJmClUolIJMr8/AJtbaFNBZdAo6bq9t1rBWmv73azWxRFcrk8nZ2dzM7NEfCriZONzrd2IuD1epBlmXg8zquvLnNtYpLOrk4efPD+Omf/De4coyhKXhCES8AxwApcQ3WK34caVX4FOIPqLE+i0j4H2HSQBUHosFqtA+l0mmQyueux8nlVaeRWJkF97qF2zrQZeWZmg6evr7EcifEP7/Hg9SZuKzmwbDZ7JGXUjxqVa3gr7FoqlPj6/DLXRXDLEsMOA3I2Q0oUq3YdFDogk04fnbGo1xDUd9jthEKhQCqVuqnHVBSFrz4/zVw8h4LAXzw/y72DPgJOS9WmXC53qGvYLDKZ5qZTR+Yg77Q8m8lkuX79Ojqdjq/9zdcYGh7G6/Wg0+kRBEil1EjkqVMn9/3AGTeLPoyMDPONr3+D3/vd3+OjH/sp7r33nrrooaIobGxsMDU9g8ftRqfTkS8UiCeS9Pf34XQ6yGazLC4u43Q6kCSJxcUlZFlifT1KIOBneWkZl9PJ6mqYaCSCx+MhnUoz0D+wL+6lyWRkbGy0qtG7F2qjiOuxGINDg3WDS7N9JggCuVyeWCxGe3s7Wq3mUE6yGvGtd1IURSEeTzAxMUEgECAQCCAIAmfOnsZgMKDVannggfsRRRGz2czw8BCiKGGxmAkEA2gEAZvNhk6nx9RksRVQtXGfe+55ZFnGYGy8XzOOYyy2gcGgOvHr0XX6+vrQ6XTE4wmuXp3AZDIRDAZxupxkMlmGh4eZnp6uqono9fpdnclmubqNnL6t20ej61gsFkRRwuVyYzZvj9DsRoPYmpxZLovkcjmy2QzpdJqRkeGmSn3XorbNRqtI+5kc1J5vuVyu8rJXllWqx242VNrWaDQEAn4mJ6+zsLCIRqtBq9UyNzdPKBTE6Wy8QvFGg6B2wptQI8fPA0FUikV287cBdazIokaPDUCupgmToihWURQpl8u7HkuSpGqC8q2C3aDhTYMenp9Zp1CWSGRFXpnfoL+rHZdl/xPrGwVJkgD27NObjUqy7q2AIInoZRkNGiyCgg3V+RRFEUmSbru+qtzvt5tdsizfEpv0GgWTFhQUTDqQpdf6RpKkm3YNK8/WXjjSCHJlUBNFkcnJ66ytRXA6HUTWImRyOfr7+7FYzKBAT083kiTjdDob0gX2ch5rBzafz8fHPv4xfD4ff/zf/wiT0ciZs2cRBLUjlpaWWV0NMzg4UOWLWi0WxsdGq4k+KyurOBx2XC4npVKJt73tES69epmV5RVWVlaZnJxkeXmZ++67D61Oy/MvvMhDDz5Q5X42M9Bms1kKhWI1etysk1DhtJaKRey2eudgP9zJZDJJJpPhID7B1uvR1dXRMAqk0+sYGhoimUpx7dokx48fq1bEE0WRCxcuks/nOXnyJKlUinK5TCgYZGFxAZvNjsFgYHl5eVPbup4z2wjlcpkf//gn5PN57r//Pi5fudo0d7nyvyAIlMtlpqamGRoaRJIkdFotbW0hQC08Mjg4QGwjjslkxGa1IoplDEYDHo+HUChEZ2f7npSOrQ5io3PajYtegSzLZDIZOjo7WFpcpr29rSEveKd7o7ZNWZZZXFxidXWVQCBIZ2f7pnTf/jjqWx1uUZQolYrodHqKxSKXL1+hUFCjwP39fU2dZwVms5m+vl5WV1dxuVwYjUYKhQIGg4FSqaTeh4KALMkIAlUFi4ryR0dHO+JmhKlUUnXU5+YWNqUam5+IvY7hAT4NXAJmgT5gDPgKKh/551Ejxy8Afwc1ceJ3KzsrijLtcDguut1ufL7ds/8zmQxer/eWy2iVJRm7I0JZTrGUA4/LTlvQj9V4U/LWm8Z+K8HeDKRSKbxe702fXEqKwo8jCbR2B8cUOGU387beEF6DKl+prszeXuoToihit9sb1ke4lUgmkzf9GiqKwgfuGeLVtUusZUU+fHc3/V3tVYpFPq8Wk7kZ17DWt9gNN+RtkMlk2diIUyqXCbWFiMcTpMNh7r//PuLxOL29vbS1hQ7Eod0JFouFd77rnUiSzG9/+bf5P77wf9DZ1cXU1BR6vZ4TJ44Tj8dZWVlhZGS4mhxVQW9vDzqdDkmSuOuuu7DZbAT8fvr7+mhvb9+MbOowGAzYbTYefuhB2tt3jmRtRblcZmLiGr29PXWf77WUXtlGEASCwSBms7kpWkbtvpXt8/k8Nptt3/2+NTJYLBYpFArVyU0qlSaTyaj0GI2GhcVFtBoN587dpU6IatoRRZG1tTWWlpZ47rnnMRqNnDh+nPmFBcLhMLH1dSRZ5hOf+PiON3HlnEqlEs899zzZTJa3v0NVFPF6PPsefBVFQafTceLEcSRJfaGNj49VJ0+BQICNeJyxsTFS6TSyLGO324ltbNDbq+pYOxyOHR3So3oJvUavyFEsltAIAvF4nNHR4er3zUTK1b4rk06ncDiciKLI6OgITqezroT6buex0zYqxz5MIpFAluUq//f48WMkk0ly+VxdRHmve7lcLpPP5zEajcQTSTo6O7hw/iLLy8u0d7QTjyewWCzY7TYikSharYZ4IsldZ8/S16fKCdpsNsbGRpmbm2d1ZZV8voDf7+PHP/4Jw8NDdG1Shd6o0WRFUWKCIPz85r8i8BwgKIpSFgRhEXgCEBVFkQVB+I3NfW6vNeN9QqcR+EdvG0KnFfjrlxbxWA3skefdwi2ErCg8uZHmf0fifGmsm06TAY0goKVFkbpTIAgCI90B/tsvPIIC6DSaPcUVbjUO7SA3GiidTgf33nsPL770Ml6Ph/HxMWw2Gz093YyNjTYcaJtNmtkt0mQwGHjkrY/wwgvP83u/+3s89v7309fXSygUYnFxEUmS6OvrrfIPFUVhdTWM2WzC5VKlrzQaDT6fl7m5+WoBBZPJiMlkoqOjA51Oi8Nhr1IGGtnbiO8bi8U2Oc076wbvhkKxiMvlrDptlePs9nLY2lfFYgm73X6oBKVKtH19fZ0zZ06ztLRMJBqlLRRibS3CysoKLpdrmy60IAjodDpCbSEkSSIUCuGw21lcXEQcGyWfz9Hb20M6lcRudxCNrjfUeq5dpXj11ctEo1He9ra3YjabSSSSDWXR9rqXKvJrNpuVqalpAgF/VSVEURTCa2HiG3GsFgtGg4GNeBydfjOyoygoCrz88nmGhgarFema6df9TlAqmJ+fw263kU5n6OzsqEq0NZPQWCgUCIfXiCeSGI0G3G73tojuXlSIrfkFtYjHE0SjUXp6euruV6vVgs2mRlHUwjxRzGYztk0Ztp3u5dXVVX74gyfxBwNYrVb6+3qZmp4ilUpTKpfUJE/UqENsYwPd5vHW1tbo63ttMioIAoGAn/X1ddLpDPFEgmg0gs1qwel0YrfbDqzs8nqAoiilmn/lms8VoFTz/x3tGFcgCAIWg5b5WI58WeZvzq+S0Lr4zIPbVzdauLVQFIWXkln+eHmdX+lvo89sbF2jOxSCINzWSXlbcaTpmoqikM3mWF5ZAZRNlQMdwWBgM5q4XT3hqG90h8POxz72MVZXVyjkVc3fqxMT6PQ6hoeHqpG+SqLZ4uISgrB9YIxGo8zOzhGPx5mammZqahpRLJNOZ7h8+UqVg7UXFaRCjwivrTHQ33+gAhiSJDE/v7ApL/ZaRLmZvqt1pivSYnttv/Wngsrx0uk0giAwOXmd9fV1+vv6KJVKLC8v09PTQ19fb9U53mqjLMmMjo5gt9vw+X10dnWqE5WVFYxGI/fccy8Op4NAwLdt2b5ijyzLTExc4/rkdR5++OGqJrTVaqGtrW1bHzc6l6o9m2XC4/E4gqBWl6vlEQuCgNPhRJYlCoUCq+GwKtO3EUer1XL9+hTT01PIssTa2tqe1+OwUBSFbC5PMBQkmUzhD/irdla+rz3nyt+5XI58Pk82m0WUJAb6exkbHdlXEtBOfagoymY5bAW328XJkyfweNzVtrfeq4Kg6mNfuzZJuVze8V6WZZnz5y+wurrK+VdeQavRYDAY8Pn8dHV10dHRSSKRIJ/L8cor57Hb7fT09uJyuUgmE9vuXZvNxl13ncXpdLC4uIjJZCIW2+CHP3yymkzTwhsHmYLIywsJZEUhkpN5cS5Ok6kkLdxgKIqaJC8rClcyBX57McLnugOMHVImroUW9oMjoVhUnJap6RlWV1YYGOhHq9XSt1kxDY6uetVu0cDKgDgwOMCx48d55ZVX8Hi9DA4Nblt6L5VKXL16lVBbqKpCUYn2CoJAV1eXmtg3NY3P52NiYoJsJsOp06dwOp3VSn472VjrnJTLZWw2O06no+k+qHV4yuUy5XK5Slc4CDVCFEVcLicmk7Eh53s/KBQKhNfWOH7sGO3t7cwvLGA0Gjl2bHwbBaTSF5Vj9vf3USgUWFxcZGxslAceuB9Fge7u7mrFuFKp1FBSrNLWxMQk5185z9vf/ra6RDKDwcB+5KErdJFweK2qDGK1Wqsc7cp52O02/IEAIyMjvHL+POvRGOImyV+j0SBJMlqtDlmW90V/2Y+dFciyTE9PN6VikVQqidUysiP3WHWM88zMzJDJZhkdGcbr9eLxeA5cqbD2/CpUjanpabQaDUM1CaR73duhUIh0OkM2m0On0zV0ktPpDFaLlbNnz7K8sszI6AgGg4GzZ89sPlM2EokEWq1W5Y3rdFgsFsY2J2CN3jlarZYTJ04QDAaZnlaf7cXFpVvOiW3h5sNh1vP2sQBfP7+M2ajlLSP+A+VntHC0UBSF5WKZ31uMEC6WSYsyf7/LzzmnteUct3BTcSgHWRRF0uk0y8sr9Pb2EgoG6O7qxGTafZZ3o25yQVCrlZlMJsbHx/nud7/L4OAA/i2kb0EQSCSTuD0eOtrb6nSOK7/tdhtt7e2cPOnDYjHj8/mQJJF4PM7w8NCuhUG2Rj5lWaGnu2tb5a+9UHEss9ksdputGpXd7xK+ShNQ9XmPjY81ddytbYDKB11cXKJQKHDvPfcgCHDlylX6+/vw+33VJLWdeLiVidRTP3qa9Y0Y5+66C6/Xy7e+9W3S6TQ/8zM/valxq2uYxCbLMrOzs7z44ou89ZG3qMoXNY7e1u336h9RlLi+SamwWMzVa1M7UVIUBb1ez8jwMBaLma7OTnxeL50d7SyvrDI+PoYgCCwuLlaT5Zo9/n5ROb9QMEgkEmFwcKCOxlK5XyRJIpPNotfpKJXKuN3uamn0Wkf0MPYpikI+X2Di2jUcdjsdHR3brsXW49ReH51Ox9DQYF1fb0UymWRwaBCr1YrX76smK4XX1pi6PoXH48ZqsxGNRjl+/Bgvv/wyXV1dxGIxyuUy73jH2xs+KwaDHp/Py+LSErlcnnvuOYfB0ErWe6PBYtDyL987hkaAQQd86Mx22coWbj4k4HcWIvzx8joSMG41cY/TeltJ8LXwxsCBHeR0OsPExARanRa/34/JZESn2zlT80a/eLYOtCOjozz5wx9SKpYaOgRejwevx9NQeaCyHHvyxPHqZydOOFleXiEWi22T1Nrp3ARBIJvNMT0zw9joSFP7NIJer6ejo33HSGEzKBZLOBrwj5uFKEpcuzaJJMucPHkSp9NBIpHk+PFjOxaoqP271nnL5rKgwMrKCvl8nkAgsGdUW5ZllpeWeeYnz3LvvXfT3qA/stkspXIZVxPyXYqiEI/HUWQZl8tFsVjcURvXaDRiNBrJ5/NkMhlsNjsWiwW/z6eqPwQDPPzwQ0fieO5kqyAI5PN54vE4bW1t1Yh3rSNfSZBLpdRCJT093Xg8bsBd195hHeNyuUw0uo7D4aC/r3dbgZ5m269EfhPJJF6Pp86ZFUWReCJOT3c3q+E13C5XVcC/rS3EWngNl8tFvlBAlhXS6QwmsxmdXofb7ebChYsNj1mxzWQycc/d5wCVNz01NUV/f1+Vz93C6x+CIKDXatBrNUiKjNziV9wWUBRYK5apFeIqtQq5tHALcGAHWa/X09/fh8vl2jO55WbMyrdGPT0eD0aTiXQmU3f8UqkMKE2Vat5qt8/nxedrXhpFURTC4TBmk6mpJdxGlI1SqcTMzGw1UtnscbdC3HQcm9l+K0UEBDQadVncZDISiajyfarz1XyyYKU0d3d3Dysry+h0OqxWa7VyYeXYtXZU9o9Go/zwySc5deoUg4ODdWoLld+ZTJZMNtuUg1wqlZidnaWjo4Pl5RW6ujobagnXIhKJ8swzz3LmzGn8fh+iKBKLxUgkEvh9vn3d5/uJdle+C6+tIQC5XB6jUZUxE0WRbDaLIGgwGFRJtfb2Nux2R8MqhwexrfbzVCrF/PwCgiDg9/u2PUf7p//A1NQ0hjEDdruasKcm8a1TLBQwm810tLdVr42iKFgtFgxGAwMDAywtLbG0tIzH7UKWJMSy2h9ut2vHY1ZsrNCknE4H6XQaUZJoucdvHBRFid984jr/66Uleu2gs9j5+w/3t6LItxgyCn6DjnajDqNGw8+0eXHrWxSoFm4+Duwgq8oOOw8nt+IlUzsAGgzq0nM2k6k6cLIsc/36dZxOJ52dHftqO5VKI4oibrdr12XhWudCFEWWlpc5dfLkjolIO51HZdtEIolGq93Ged6vM2a1WrFYLfvYV6BcLrGysorX68Vms+L1ekilUqTT9QlN+7FFq9Vy8uQJBgf7MZstGI0GZFnG7w807NeKU/b97z/ByMgIo6MjO9JbdHrdthWBRsv7qsO9Xk1YLJWKVYWF3TjugiAQCARYW4uQTKbo7OwklU5z5vTpI73fGzmo5XKZ9eg6g4MDXLt2jYGBAQwGPdPTM6TT6Wri48BAf8NJxkHtqOxfKeyQTKqFfbxe746Umt1WVLbewzqdDp/Xy8zMTF2xIEmS6OzsJJFIAlQTMUGdnJ85fRqz2URbWxsejwePx43drhb5yWazjG9SiRpRdbbapNfr6e3tOTAvu4XbCIoC0Sj8j/8Bogif/CS0t9OIXJzKi3z38hqiJJMvK/xkOsbfua8Xs6HljN0qSIrC30TiFGSZr58dxqgR8OhvL23qFt44OJI7r5ETcquh0+lAUUilU1W7VlZWEUWRUCjYdDsVasCVK1fo6+2tftaI7rD1b0HQcPrUqTpptf06LHNzc9WKdHvZuRv8ft+25ePdIoW5XI6XXnoFUCPny8srWG1WJFHCYGi+DHQjGI0GjEZDXQS4Vk2h1q5sNsvjj3+H7u4eTp8+1bCEdMUJcrtcOB2OXXnJoOpBT01Nc/z4MRYXF+nr79uzyAeA1+uls6sTnVZLR0cH67F1jAZjtSrhVsd+q427Yev2W//f2NioVosSRRGbzUqpXKanpxuTyVQtirEf7HbPvMafl8nn88xMzzAwNEhnZ8cRO5IKHR0dxONxyqJYLTEeCgWRZZkXX3yZwaGBuntDq9VisZhZW1sjkUzS2dG56WxryedzOJ2OutWAnTjxlfb2M3lt4TaHosCv/Rr8wR+of1+8CH/0R9DgvWEz6jjb42I1mceoUzje7sSob02SbhUUReHZeIZvRZN8cbCDduPhxpkWWjgsbsjU7Fbd1LXH1Wq1aDQaSkVVwrOSUNjT072vZDlBEEilUhiNxm2SWnuhVCpu4+c2c9zawXt0dKQa6TzoRCSZTDEzM8PZs2d23a6SRBeJRLl6dYK+vl6cTidXrlzdLKPsp1Qq4fcfvNLNVsdEURQmr19HlmSOHRuvS5IrFov86EdPodPpOHPm1K5OYGWFIBpdJxQK7hhFVRRV+7q9vY1EMonVat2VklEbgbRYzJw9c7pqo8/nZXhITdjcy2msve6NJlNb7axFsVjk+tQ0+VyeJ574IWfOnladRJ0OZY+E2MNAkmRWV1dZXQ0TCPgxbtH+PgxqJ4xGo4Fiscj83Dx9fX3k83k0GkEthqIRcG+pJFbhW6+srHLp0iXMbzFjMOh55ZXz5HI53B4PJ08c37eucWswfp3gxRfV6DHASy/BDmWtTXoN/+K9Y5REmUEH/Nyb+99QiWCKolAWJWRFwajX3dL7X1EUrueK/P5SlF/qDdFpMrSexxZuOY50unyYSEwlUtvop9ljb/2/tqiGRqNlcHAAh8NRt33F5t1sT6bSBAKBpgbcyvFisRivvnq5ujS9k1O0G3K5HNpNekWjc22mrxVFYWNjg0KhUOegNbKhUCwyMXGNxcVFjh8/hlarZXJyEo/Hw4kTx9Hr9aqiQIMSlbv14279qygKsfUY8pba6OVymZ/85Cesr6/z9re/bZt+c6M2FUVhYuIauVxulx5RKxL6fF42NjbqnOlmeMC121QUN2opH4d9qVdVKDJZ4nFVyzcW2yAcDjM8MozH4yFYs6Jw0JWJRhHr2h9ZVidL5XKZkZFhujdVWGrPc6ef3dBoO41Gg9vtIplMVbnh6XSGZDJJR0fHtoIzFWpGV3cXff39eL1e1tYixDc2CIZCiGVxW980a18LdzgEAT7zGfB4wOmEz34WdlgdEgQBr9VIj8dCp9uE7TYrM30joSgKT19Z5Kd+6wd8+Lee5G9fmELaYSJxo+1QFIVoSeQ/z4X5eJuHk/btxZ5auPNwED/udsMteSPs1Vm10cWDPCiKoqDVaDEYVM3f9fV1FEWlGdQOks20LcsyAb+/6YSnit1LS8t0dnYeuDqXoiisrK5is9rq6rjvty1BEEinUlit1l37M5FIMDExicViYWRkmOXlFZLJFMPDg7jd7up5hcNrm6WV96+I0ei6K4qC2WzG5X4t4U+WFV584SXm5uZ59NFHq5Oane6bih16vR6/30dyMzK8FbKsbGosG5mfn6ctFKwrvd0omtssVWI3esVuqPSrqg4hsr6+TiqVqio7OJ0OisUi3V1dGPR6Ojo7qtXnDordqDXFYolIJILRaCQQ8NO7qWV+owcsh8PB2NgI+XyOYqmEzW4jHF6jv7+3us1WG4qFIp0dHVgsZnQ6Lb19faytReq0sfdj90HfNy3cRqg4yA89pEaOR0Zgh1UPSVb44bUIj18O83CXkYdSBdqcuyfqvl6Qyxf5gx9OcWGtCMBvfu8a9w2343PtrER11CjJMi8lc6wUSzyXzHLOaeUdPucbKor/eoUky7w0ucI3X5rhWJeXR+8ZwmLaR5GC2wSHdpBvxIBy2IFKEAQEjYBWpyWbyzF5fapu+X4/iMU20Gg0eL27l4iudajK5TKFQgGXa281hUZQFLWwR3g1zMmTJ5raZ6foLIDL7W7oMFawvh7j8uUrdHd34XK5mJqaRhA0nD17uk6lQJZlpqam6evrxeGwH4q/WbGtkrRX4SDLsszc3BzPPPMMj73vUYLB+qp2u0EQBHp6eigWi9u2VyOx60Qi63R1dSDLCsFgqE4NYy8c1tnaepxSSb1PMpkMGo0Gu91OuVzG7/dVqxEqikIikaS3t5e1tQihUOCGFLWoRKqnpqbwer0Eg4GbGnFVqRZGnnjih7S1hUgmkkiStOt929YWqq4UmUwmhoeH6OrqwmhsLc++oWE0wom935uxbJF/87XLrCRymKQMhh/P8S/fu7dO/OsBgiCg09ZQEgUBbuIjoygK311P8UsTC2QlmW6TgS/0htC1ntvXBZYiSX7pLy+ykpExXIqjKAofe/PxvXe8zXDTI8i7OSOyLBOLxYjF4ni9nm1OabOUgur2wOrKKvfee++OEme7oVQqMTs3x/DQ4L6Om8vlVZk5o3FfyhO1fNdCoYDP56s6CFsjms06AIqi4PP5MJu3V6artCVJInfffQ6TycjC4hKhthDtbW3bjilJMhqtpqHu8X5Qm5wnyzKJRLIqGReLxfjWN7/J/fffx/Dw8L7OFdSqd3a7rUptqTiT5XKZhYVFQqEQdrudY8fGdi32shNqr9Fu57YVkiRRLouIYhlZlrFYrKyurpJMpbBZrfj8akGa7u6uOptUmo0GnU5LPL7BwEDfrrY1i4oDL4oisqyg0QhkMhlGRkdwu1wNaTI3CrX3g8lkxGw2kclkaW/fXja8FhUKVW2fW62WlnPcQlOQZIVsSaV2aQVIF8q32KKbB7PJwD94ZIh04QolSeHzbxvBY7950XMZeCWdJSPJKEBWklkrlQkYtydTtnDnYWFtg0ReAkFDSdFyeWnjVpt0INwwB3mrY7jbsq4oihQKRcxmE+VyGZPJSKlUQpLkA2u5VgZJn89Le3vbgeyPxxNIorhrFKuybS0cDvs2CsJuS76N+sZqtTIyMnxoxQBJkpmYmOD48eNV5QhFUchkMsiygsNhx+v1odWqVJDurs5deMTgdrmqCgGHdUQEQaBcKjMxMcG9995DNpPl61/7OiMjo5y7+9yu1Ifd2gS1+EMymawmZa6uhjGbLbjdLhRF2Ve/7jQp2S3xruL8a7VaZFlmfT1GdH0dAbDZbFgsFrq6Ouna0u7WY+h0Ovr6eonFNmjv6GhYgnsne3eDLCtksxmWl5fVqpFtbfT0dNdNGm4kb6xR25lMhvaODnq6u5ienqG7u76yWW1/b6VgVbjbtWooLbSwG3xWI59/ZJDf/P41jreZ+Dv3995qk24aBEHg7uEO/nRAHRt12oNRAQ98fMCn12PUqMc8ZTfTa26pkL9ecHKgg7MdC7yyksFt0vDYXf232qQD4aZEkHcbaBOJJFcnJnA6HAwPD9He3o6iKFy9eg2dTksgENhx392OoSgKCGpxi0rp4v3am8/nGRgY2JYktBOXVhDUynnZbLaq9LCfSG8tH3V9PYbT6ThQZa9a+2RZolAoVrnQKoVhnpWVVQYHByiLZcKrYUZHR9Dr9Q0dx4pdlfLAB5EU29pe1VbU8y6XRZ544gksVisPPfxQU4VcdoPFYmZ5eZmZmVlCodBmOfQeFheX6e3txmAw1F3L3egQtdtt/V2BLMsIgkCxWGR9fZ1kMqWWpu5Sk9vsdjt2ux2j0dCQl77TM2IwGNDpdJRKJSwWy5FIrJVKJRYWFkml0tUJ0q3UAK7clxsbcdwuF8ViqToJkyRpRx7/1olFIwnAFlrYCXqdho/d3cVPpiK897id0dDhVsbuNAiCgP6AAajDQFEULqXz/DiR4ddHutAKAg+6bdi0LYm91wscViO//Xfv4+L0Cj0hN51+16026UC4qRSLsigSjURxOp1YrRYURdXbbW9ro6OjvarWUCyWSKVSdHS0cxBilCAIKLKCrMgHcjArDlEoFKzyQCuf1/6G+uiioigsLCyg1WrrpND2u4RfKpVYXFzEZhvdt+2NEAj40et1FApFfvzjH/PSSy/xgfd/gEwmzdLyCoMD/dVIZ8VR2sqhFQS11HEkEqWnp/tAdjTqN41Gg9Vq5amnniISifKxj/8UJpPxQDz02u0tFguDg4NMT0/zyvnztLe1kUgk0em0TTtSW69txZGr/J9IJMnlc5RLZfR6PcFggEwmy/p6DLvdjsfjrUY0LZbty5c7JQJW/i+XyypXUKfD4/EcyomVZRlRFFEUlb5TLpcZHh7CbN5ZJu5mRpQKhQKRSJQTJ45jNpuw223Mzc1jMBjo6not2bXRROIwCb0tvHEhyQrnF+Isx/PkShYkRWlxYG8QFEVBARRgIV/kS/Nr/HynnwfdtlZS3usQgiDgtJl5+NTArTblUDgyB7kZXubS0hLPP/cCgUCAc+fOYrPZGtIfsrkswWBgk6aw/2MWCkXKYhkUMDXg3jbTVjS6jk6nw+027jrw1jo5oiiysbHB6OjIjqoGezkjlWSpYrFUVeHYbb+dzqE2Ca6np5tEIsHVq9f41je/CYLAN/72bxkZGcHr9WA2W1hdXWV9PUZHRzvZbI5MJkNXVyexjQ2sFgs+n49isUg8kdjGk23WptpzrTg1Go2GXDbL7MwMH/rwh3AegCveCBWntK2tjVKpjMvlYn5+AZvNuvnbhsNhp1Qqo9VqQBAwGtTobqlUolAooigKNpsVjUbDxsYG6XQGUZJoCwUxGo2srK6qEmUuV3U7j8eNx+Ped4LbVmdZXUWZwOfz4Xa79qRW1K5A1LYjCAKFQoF4PF7VM25vb6+j7zR7jzWr6HEQ5PN5jEYjsiQhCAIGg4H29jYuXLiE3W7Dvaly0ixFab9oOddvPEyEU/zTv7hAPFPkb84XCLZ3carLdavNel1ioyzx2wtrvJLKoQCf7vDxQMs5buE2xw2PIMuyTDi8RqFQQKPR0NPTTTab5erVCe6662zd8mmFt+l0OHYt3rAbcrk8l159lZ5NJ85gqI8g79ZmZaCVZZnZ2VnGx8eacnRqKRlOpxPXlsIGe2GrcyTL8mbFssMlSqnOdozJySm0Oi2dnR3cd/8DTExc5aGHHkRR4Pnnn6dcVouoaDQC09PTFIsl3G43pZIayc9ks7zj7W8DwFQTkT9o1O6181R1i1944UUee+xRQqHQoR2VWmdJjcQv0dHRzsLCIn6/D71eTzabpVAoIIoiV69OUCoW0Gg1nD59Bq/Xw8ZGnGg0itlsxmw2VYvOmM1mjEYjJpMJjUbDsc37Y7e+2ClKvBMq22ezWeLxOO0d7UxNTVfvxdpt9u4LNQFzenoGjUZDf38fdrt9X8odNwuiKPLKyy/z7DPP8P4PvI/Ozk60Wu2mmoaGWGyDcrmE1+sll8tvlrlXi/i43e5qafkWWmgWM9Es8VwJBYVUQWRmPdNykG8Q/iYS5/cWo4iAW6flmM2sKme00MJtjBuapFehUDz33POUyyVcLjdOp5NMJlNNCHqNdwvRaJRCoUB3d9eBs+hXVlYI+H3o9SqH1bAPvmxlu3w+j16vrxan2C3CVutoaLVaOjraDyXDJQgCPp8PjWZ/EchG0b1sNsfLL59HliXuueceYrEY7R3tPPjgA/j9Pl45fwGPx83Ghpph2tXVyeTkJHq9Hp/fh6Io5PMFQsEgWq0Ws9m8GfE//ItNlmUWF5f4zuPf4R3vfAf9AwM7nu9+eNy1f29sbKDTaSkWi+j1Otrb2+roFZIk4bDbKZVLKIpSdR4DAT+BgL8uYa2iBd3Itr2c473OYetqQyVBtK2tnVQyhVarbeqequxboSvYbDbcbhd9fX2YTMa6yd5uth2kvw9Ch6nsL4oiqVSKVCpFOp1GUdikKy1y4cJFBgcHqp8PDipcuXKV3t4e0pkM169f5+yZMwwNDR5octWKHL9xcabLxVibnclwml6viTNd7ltt0usWKVFis7YhGgFKt9kEvYUWGuHADvJeg6OiKDz9459QLBTo6uokmUyxFolw+vQpTpw4htlcXy0nkYgzMTHBsWPHDjxgA7jdblwuJ7FYDEVR0DeZ7FU7YOfzBYKhYDXSthNdYuv5mkymbRXfmkHtsrjKOdWi1epQGVu771OxvXZ/RVFYW4swOzdHqVSirS3E9PQ0VquNkydOVPnfbaEQuVwOv8/H8vIKa2sRTp8+zerqKmvhMAMDA2SzWfr6eqvHUKOph4/yrq2t8Y1vfIOH3/Qw4+Nj1Tb3QynZqT8q+zscTvR6A9PTM4yOjWyrSKjVarHarFixbvt8a5s305GSJIlkMonf72dmZoahoaFtdtTzo9X6CIqiEIlEiUQimExGjEYvGo2mIf+5WRxVpHm3dqLRKOWyyLm7z5HJZKra15lMBq1OR7ksotlMdFQUhe7uLiRJJhFPUMgXWFtbY2CTR9/oWM2sGjWzbQuvLwSdJj77YD9/+eICHz7rpce7/3d3C7tDURTKikJekukxGdAK8P6AiwFLS7GihdsfRx5BVhRlc7leQ3g1jKARkCSJsbExrFYLLpezGsWrTUaanp6lq6urqocL+9d1BVXWDdQiDBpBg7kJ7ubW/91u165JQY2QTqeJRKL099fr1O6HiyoIAul0muWVFUaGh5vmW26lFczMzJJIJhkcHECjEVheXuHkyRN1Ml6gKj14PB7MZhMejxu73UZvby8WiyqHptPpKBYL1cILGxtx0pkMw/uI1m3tQ1WhY51vfvNbDA8Pc/bsGcqiSDKRJBDwN9x/NzS6fmoUtYjJZGRlZYVQWxCH/TXZvZ1oD/u53nvhMNSTRCJJJpvF5/NhdzhwuZx129TaL0mSmnyo1+Gw26vcaqPReEOVKSr9XMsnP8g5y7JMNBqjo0ON7ptMxqqCid1ux+fzEQj4mV9YYCO2QWdnB3qDnmKxiNvtQhTLOA9Ix6o9l5Zj/MaCLCv8z+cX+M/fnURAYSNjR+Gm1sp4Q0AC/mx1gw1R4m/vGsKg0WDVamjpVbRwJ+DADnIjZ0Id7NZ55tlnaWtro7+/j6nr08ibZZ4ryV21UJPbJAYHB3A4HAca1GVZZmVlBYfDUS1LXCwWQQCDsXm5sIpzXy6LVUe92YEzFtvY1/Y7YWVllWwme6AIqqKopaAzmQynT53EaDTisNs5eeJEVTarNlodjyeYmZ4hlUptJqTZMJvNXJuc5P777mVxcYnrU9NoNVra2tqqkluV/feTpFf5nU6n+f73nyAQCPCmNz2MVqsll88zMzODx+PeJqm3vz4AEEgkE0xPTdPT28PGRnzPaoRb6Qb7jWIfpXMlywqJRIJgIEAikcDpcNTRK2rVNKLRdaLRKMVikaHNYjYHiRbv135RFInH42QyWbxeD3b7a/JY+20rm81SLBUxGIxEo+ucOHG8eo6hUAitVofdbqevV60saLfZSCSTeNxu3C4XHo8Hfw0dpoUWmkEiX+arryyzkSujExSuhlPcUxSxm1pc9qOCrCh8K5rg2USGXxtsx6vfn9xqCy3cahwqgrw9EqdmzI8MD7MWXuPe++6lp6dnk35g3hZpqjh0hWKRvt6efS2FVo6vOnpx5hcWOXvmdPW7Qj6PJEqbVIXdUevEzc8vEgoF6j5vJoqZTmfo6Gjfd1LWVhtyuRx+v39bG7tFNyVJIhxeA1RJN7PZxOzcPAP9/QgaDaYamkmtekRnZwfh8BrDw0M899zzLC8v43DYWVpc4orDgaIo9HR3k0gkURRVB9m8z4hu7XFLpRLf//4TCILAW9/6SFWCz7RZcTCRSODz+Q7xElUjqlPXp/F43GTSaXp7ezYTuhpL1x0lDrJcv3WfUqnEyuoqY6OjrK6uVFVeFEUtYZ7N5arRcI1GoKOzA5vVuuvEYj/35G4Uogri8QSr4TXcLhd6vZ7V1VVMJhMez+7l2Bu1ubS0jNViIZ1OY7erBVQq92gymWRufo5yqayWkzabkBW16EqxoPLK12MxNjY2OH36VNPn3RqkWzDpNfjtRgQ2JanMevQtHd4jg6wo/Die4a/X4vzqQDtBw+G081to4Vbg0BSL+ogbtLe3Icsya2triGK5SnmA7dHEZDLJ9PQ0p06dPJDjokafRebnF+jv66uTwspk1SjsVs3bRpHPyjnkcnmSqSSDg/1NJV7VUkTSmTRWq7Vu2Xm/EASBnp5urFbbrser/axcLnP58hUEQaC7p5uFhSVWV1cZHR1BkiQuXLjAyZMn6rjRlf3L5TIWi5p45/F46O3tobe3F51Oh0Yj4PcHefrpp+np6UGn01Uj/M1cq622lstlnvj+E6RSaT7wgfdVqxMqiqJyga1WIpEIXq93G6d6P4hG19HrdfT0dFMul7cVBGkGN/JFvhN3vPJ/LBbDbrNRLpfxen1YrTZKpRLXrk0iihIOp6PqEFcmUnvdp7t91oy96uQlyerqKn39fbhczjqq1OLiEhsb8V0d5EbOaqlcJp3JMDY6wsrK6mYk+DUajM/nY3Z2Dp/Xy9LSMtlslvGxMSRRxGg0Ui6X6e3pYW5uvlq1cKvtW5+fRisErYH7jQezXssvv2uUbFHEqBU42eHEqGs5yIeBoiikRImVYpl4WeT3l6L8cl+IfvPuUqkHPVYFd8LzqygK+WKZS3MRLAYd4z0BVV60hdsah3aQa53eVCrF3Pw8gwODnLv7HBazeZtzUrmZVVqEmghWSb6p/b5ZSJKM2+0mEPDXDcLRSARZkZFlmWQqhc1qrUviqR0ca5PjhocGMZlMTQ+eFQeir6+vytU9KBRFwel0Vu3cy/nc2IgzPa1SE3w+H7Nzc6AonDlzGpvNSqFQ2CzXrWvooFitVo4fP0Y4vEZbW4ixsVEsFgtWq5X19XWCwQDvec97sFotaLXaallis3n30t1bnVFRlHjxxZeYm5vnIz/1kTqt48pkYmRkBFEsoyhKtRhHM31Ze16FQoG5uTkGB1WO9NZE0NsNlXun9v9isUhnZyfzc/MoQKlURKfT4ff7cDgcVYm5o+RLN7JLENTcAVGSmJudo1gs4vV6MRoM2xzRrq4uisXivp5h9RmNYjQYkGWZRDJJb29P3bNZLpdxu110d3ezsRFHq9WQyWRYXFzi1KmTxONxFheXsNms1f4Ih9dIp9O0tbVhtVoRBKVOjWTrClYLb0wIgsBgwMZbx4KYdQIOc4uHflgsFkr88rVFJrIFDILAfxjp4pjt6N/BiqJwfXmDC7MR+tvcnO7bnrtyu6FUFvm//vdL/NXFCGadhi+8fYCfemi0RQ27zXEoB7l2sMnn80xcmyQYDGCxmLcNQlsjOapT2VON+h40umUw6OndQs+QZZm1SAS9TseFCxfJ5XL09HQzMjK84+CotmXYs7R1o+VanU5HKBg4VLISbGrfJpJ0blI1GkW/QF2GX10NE42u09XdCQpMTl7H6/XQ09NdVWtQecXqxGAnikq5XOabf/tNnE4nXV1dSJLE8vIyL7zwInq9joFN+TVZlkmlUjgcjcux7kb/uHTpEs8+8yw/9bGP4vN6G25nMhlZXIyysRGns7OjaQe5clxZllleXsHn85FKpykWi5uVGF8715uNZigysqxO4iRJQqfTodPpmLx+nbnZOc6ePYNGo1HvrwYa0ftZadm6325UikKhSCKRoFQq09YWpKOjHZPJtONEy2w2USgUWF0NNyz808gGRVGIRKO0t7URjycwm0zVEuaVe91mszI2piqcnDx5AlEsYzKZePObH0ZRFCwWC8FgEK/3tSqDFouZxcVF1tfXGR8fJ58voNGAz+dHdwvK6rZw+yJdKLO0kcOkE7jL21xBqRZ2xtPxNE/FM8iAWSMgK8oNKQQytxrj8//jBa4nRFwGhS//9FnuHtx93L7VWFlP8t2rUTKSlowE37qwxGN3D2A1t9Q8bmccePqyNfIlihK9vT30dHdvW4Lf6uitr68TDq81LAPdrFOk6uguks3ltn0vSRLJRAKn04nJZMJutyPL8q7tFYtFlpaWkCSpqXOu/Wxubr5aee2gEASBeDxBNpPZdbtcPs/161Ok0mkGBwfIZrJMT88wODRAf39fnZSZGnn071gYQlEUJEnG6/VWHeNYbAOfz4fJbMLt8VQdFllWyGSyDcs07+xswfXr1/nBEz/gsfc9RkdHxw7bqRMms9nMlStXKJVKu7bbaP9kMkU4vIbD4SCytlanhnIzsFP/Vu672pUWSZKQZZl4PM7CwiITE9e4dm2SWGwDi8XC2OgI7373OxkZGa4rdX5UEc+tz27FTlEUyWQyXLlylY2NDVxulUZh3bL60sjZFQSB2dnZzXLWSt3P1mOBKqVo0OtxuVyb1KKe6rui8g5QJwfazWdsjm9845tcuzaJ2WxmZmaWHzzxA4Dqe0QQBFwuF3fffY677z6Hw2HHYjGztLTM6upqdZsWWihLMl9+Yoo/fmaeP3x6lolwCnGXMaKFveHcHHsEwK7TEjTemITHqytJ5pJlFEFDvKTh0kLstl8NctvN9PqtCIBWUBjq8GDQ3/A6bS0cEodWscjlcuRyOTwez47RxdqoU7FYZGZmlp6e1xzp/QxatfzlhYVFAoHAtv0lSSKTydDb28exY2Nks1lsNtuux1lfX2d1NUxnZ2fTtgAUiyXS6TQdnfXO30EG4mg0ite7ncdZcVDj8TgzM7P4/T5cLhcLC4tIkshdd53F3KCktk6nw+fzbpuw1L5MDAY9bo+bYrFId3c3TqeTJ3/4JHabHW2NY63RCPgD/qoaRjPnGI1G+d73vs9999+3Tf6uETweN52dnYTDa5sO0567AKqqwsLCIt3dnaytrdHe3t6Qc32zsXVVI5vNEYutk8lka1QnLJu8a3UVYHhkGPNmtBZ252EfxXnJskI+n2NhYQmTyUh7extDQwPbnOLdEuAEQcDhsONwOIjHE/j9vrptGznJyWQKs8WMwaCvFtfZ7Tx7e3spFIuEQiEWFhZpb29ndXW14TukEnXXaDS4XE6OHz+GKIqUy+VqVcRG59HCGwepfJlnZmJIsoIgKMyuZ8kVJRzm1pL3fqEoCnlZ5vlklo+F3Fi1Wh522xm1Hlx/fTeMd7jodemZToh4zQKnery3/cTXabPwbz54ir99ZRG7Wc+H7u5D1+Ig3/Y41BSmVCpz5eoEfp8fr3dvBQpJkpiZncVms1UTjPaLynL/ysoqg4ODGDcVELY6I7Is4fV5CIfXeOmllxgZGeX48fEdOT/JZKquIEazSKfT6PX6fVXsq0Vt30SjUbq6Ohu2ozrHM/T39wNw6dVX6evtJRgM7rh0nEgk2djYYGCgvy65rtZJ1uv13H//fdUILsD9D9yHLMtYLGpBkUqfjY4M1/Xfbk5FLpvjz77yZwwND3H33eeqNI/dkscEQWBwcJBcLreZdLU98t1o/0wmSz6fJxDwUyqLhELBOmrPfp2fZnjnO31eG3FXFJU6YTAYSKczLC4uYrVaaWtTNX/dbjeyLKPRaFhfj6nRYlnm2rVJRkdHdnUaa4/XrJ1b/89kMkxen0Kj0eDxuPH7/JhMJozG+qSaRvdNo+vS1dWFLO+8AlPbptPpwO1xoShsK+CyFRqNRpUYFDT4fGqp6aeffpp8vtBwYljZpwKTyYSiKMzPL4BAdZXrdh9UW7hxsJv0nO5yMbGaQqsR6PZYsBhaFJz9QlEUJAX+29I6GgH+3XAnBkGDTrhxgYmekIcv/+w5fjIZZrzdyV0j7UiiuPeOtxCCIDDU4eUft3uqyimt98/tjwM7yJIkceXKFZwOO52d7Ttmh9cOqKIoIiDQP9DX0FHdKymt9v+OjnZsNtu24722vYDFbGF2dpb+/v4dI7OVfex2e13BgeaoHrC+Hm24/X6TDgVB4Nzd53Bu6jjXtgHgcjk5deoUi4uLRKNRThw/VrV3J4etstxd214j+svWktpqctP2yJosK8B2tYCtyOVyfOUrX2FgcIC3v/1tVVpGo/tiK4xGAzqdlpWVFXw+b13Eeqs9FdjtdsbHR5mamqa7q7OOBlJxQBudf7PYy8FWv1a3SaXShMNrlEpFisUSbW1BQqEQdruNsbFRBEFTV4mwkgy3vLyM3WEnFtvYxsVtZHutM74fJ7pYLLGxsYHD6aBUKtPR0Y7X46njFzdyjrf+38hBdjod5PMFstlcVY+50f6KoladFMUy09MzDA0NNHx/1MJut3Ps2DhmsxmTycSZM2co5PPVoiI72Vjbpsfj5uLFS7icTlwuVytq/AaGXivwT98xDIAsS4y12VoRvQNAAf56Lc50rsivDrRj2aJydCMgCALDXX6Gu14Lsu08Lb99IAgC2pZTfEfhUA5yIBAgGAw0dJi2PiSyLKMoMFIThdyaxLQVjQYwURTZiMfxeb3bnOzahC1FljEYDbS3t7O+HqNULm1zFiu/ZVmmvb1tT8evUQTN6XRWB+nDJOhJkoRBb6zaIMsyuVwOi8WCRqOpRhOtViudnR11/O2djinL0jZZtr3Ob7fPpqencbtdBIPBhvsrikI+n+f7338Cp9PFI4+8pc6B2cuOWu6posgUi6U6RZGtUOUEIzgcDpLJJBqNFrfbteex9ht53ek7NaFNdQjVCHYAURSx2SzY7UGMRmPV8dztePl8HlEU8ft8TE1NMzg4SDabJZfL4XA4SadTaDTaamQ3n88jyxI+n68uAXOrA13bTwCJRIL5hUU0m86ibXPSeJj7thaCIFAsFllYWGBkZARjTZGeWnsikSgmk5FUKk02l932fSOYzaa6aHFt0aFmbbfb7fT392++i1qqBW9kCIKqfXy83UkiV2xJvB0AsqLwo3ia78aS/OpAO15Di1PbwusLB76j9Xp9VSVgt0hWJUI2MzOL2Wyms4aru18nRZYVFhYWyWQy+H2+uu1q26rIU2k1WhwOJ7lcntWVVdwuFy6Xq277SpJdIOCvqwi2FypUD5fLhdF4+AzodDrN2lqEkZFhSqUSi4tLpDMZhgYHSaaS1TLCwWDzKhtarRaTybjvaPZOKBaLZDJZAoHG7ZXLZV544UUS8QSPve+xaoR/v9BoNHR0dNQluDWK0GezWa5fv86JEyeIxxMMDPSxsREnFtugt7ebXC5POp0mFAqRTqeQJBmbzUo+X8DvP0xBEjVqvLq6yuzsHC6Xm2DQj16v23TQXdXtdorG1l6nWCzG2toaRqOJclnEaDTw3HPPMzU1zdjYKOl0GlmBbDaD2+0mvBqmq6sLh8OxLcJei1KpRCaTJRKNEgoGsVgsDA+ptKTayeBROIqV87HbbYiiSDQarXvWX7OpzMTENU6fPsna2lod5383OyrvmIOszNT+HQoFkSSpqhrSwhsXV1ZT/M8XFkjlSozag/T03hjVhZ2gKAq5QolUJk/AY98zQHO7oCQrzOWLREoi/31pnX/W10a3qfmKtS20cKfgUEl6jX5XUOsARKPrrKyuct+99zbctlmUyyXWIhFOHD++J7WgWCwCsLCwQDyeIJlIMDAw0JCvvB6LEQo1joruhmKxyOzsHMPDQ2i1+uoAfpDoZLFYRKvVkslmmbx2Ha1WQ09PD9PT0+QLBU6eOL7vfqsUbtjvfo2W0QVBwGaz1Z1jrbMiyzIvv/wyV69e5SMf+ciekdzdPlcUhbIoMj83T1dXZ50TWLtKcOHCRVXBY3CAvr5ejEYj3/3u91hdDXPfffeSTCbVfYBSscjKyipms5nl5SU+8IH3N1Tk2AmyLJPP58nlcjidqrqDx+PB6XRiNpsPPLiJoshLL73M9evXuXDxIp/4+MerSWyCILC6ukpPTw+FQhGfz0s2k0Wr1ZAv5CkUCpjN5rrrUfkRRZHJySk0GgGPx4PFYkG/Wep1r2htM/fLTs6+TqdjZGSYcllEUaCyWWX7fD6HwaD2u16vx+v17ErpaNa23VY/tt7H67EYsqSuGrWiyCAIwgngZ4HfBB4ABoGngfPA30F9hP4UuBs4BzyuKMqFW2LsEaEkyvzhU7O8spBAKyg8dT3KseEBvLabI7ulKApz4Tj/369dYjGW5Z1jfv7xo6cxGm7vUterxRLfiCb4y0gBjSDw/xvuYNy28ypfCy3cybihIRRFUSWtkqkUx8bHqgPjQZc38/k8/X292GzWPbfVaDTo9HpOnjxBPl9AkiTsdlvd8RVFlS5DURom++12XqBG6BRFLcF8WD6jKEpkcznOv3Ke7u5uzGYTly5doqenh+PHjzXtgNXan8vlURRlR3WR/aKzs6OatFfbh6rW8au89OJLfOSnPlqnnHGQay0IAkaDAZvNRiaTrdI0alUVotEo3/3Od/H6fDz/wou877FH1euBqkudy+VBEPD7/CiyjKARsFotjI+PUyoVm7Kjck1z+TwXL1wCwB/wV7nfW6O3OzmNO32n3n8Z1tfXyWZytLe30dYW2qTSWCiW7LR3dDA3P4/JaOL48WNoBA2pdIpsJlNHMSqXyxQKRcKrqygoDAwMMDDQh15v2Fax6UYPZlarlXB4jVwuVz2fClZXwwwNDZJOZ7BarTc9iisIAiiQSMTrdLKr370xMQ1MAWbACTyJ6hyfARZRx4mTqA7ynwAfFAThkqIod7Qumrwlv+JmMtIVReGrz0/zg5kUCgLRl8O8dTzMXSNde+98C/H0RobnU3kW9BqMWg2y8oZ+blp4nePIRqedHERZlhno356Utx/HqcITrpQ6rkWjNiqcXbW4RZonn/wROp2WM2dO12nxCoLA4uIibrdrT8WArcdUFIViqYTR2Hj2vJ+XRj5fIJFIUCwUGBkZIZlMsrYW4fjx4w2TC7fasRNisRjypoN80JdYbZS4MomodfAURWF6epof/OAHvOc97ya0Az95vxAEgfb2tk1nWNXNDoWC1cj08soK995/H4sLi3S0q0miWq2Wzs4OnE4HXV2drK6uEg6HGR0b4corV/H5fSiKgtvt3rE/JEmiXC6TyWSw2+0q11tRGBjox+12VTnFe92/O323lcOeTKZ485vfTDabRaPRVPv49OnTFItFXC4ngYAfm9WKzWbD6/XQ399LqVSqlusWRZFrk5Mospr81hZqQ6PR7MrfPmpsjQKbzSYuXLiIy+XEYrFscqcLpNNpuru7q5H/WzG4ulxOUqlUXQLnG3yQzwOlzb+vACPAMSAKrAAmIAQUgQRgQJW7BUAQhAfMZvN7l5eXmZub2/VAsVisrt9vJd7ZrUXOGHk5XOKEX0cqukJm/ebcB4qi4FAy3B9UkFGw6SCTWGdu7rV0s8o7IZFI3BSbmoGUyrGk1XNMzNMhKxBZZS4Tv9VmqYG4ZHLXege3AqlUilQq1TCZ+FYiHo8zPz9/q82oQ7lcJpfLVesg3EiEw+Gmtruh4Zt4PEE4HGZ4RM0WPuggJMsyS8vL+Lw+rNa99W0rUSJ509nR6/WEQiGKxdK2/dra2uoq/+1lZ61zZDQY8Xrd24/dADtJbiUSSWbn5jDodfQP9LO6EkajEThx4lhVXaKRI7yV2tLIURYEAe0OE5ODXItyuUwikawuiysKLMwv8Pi3v8NDDz7I8PDwvtvcDRU7vV7PZqW21c2ovYwsyRwbH6e/r4/BwQE0Gg16vZ4zp08hShIGvZ5gUOWbGo1G3vpWN1qtFq1Wy+joSF3UXxAEJFlGEiXC4TWi0SharZahoUGMRjUiWnstGv1uBluvUUXab2RkhOtT1wmGggiCQCaT4fwr51Vn3uNmfT2G2+3eTGxLEQwGmZ9fwOf3Mj42tsmtDeGw2+sUMHbr16NEo+i4w+HA7/cRXg3TP9CPoihEIhEMBiNlsYzJbMZRo9jSjF0Htbv2GZFltfR6d3d33TZv8KQ9LWDc/HkVNaL82c2/+1ALSk0BA0AXkIO6gOsLWq3WEQqFvrCXjrwsy3R2dt4WDnJnJ9x7Yogv/OUFukMuurtubvT2MbubhdyrTKwkeOR4Nw+cHau7Bzc2NtDpdNuek1uFoqwwXV5jwFjA4wnwZredh/1OdLfBc1PRON9vHYMbjUgkgs1mq9Plvx0giuJt11eFghooDIVCN/xYCwsLTW13aAd5t8jxlStXaW9vQ3cAfmbtoJZMpViYXySwg3byVoegsq8oitjtNoLBIKJYxul0bOMfK4qMwWBoOvmn9jgVykYz+zVqIxpdZ2ZmlvaOdgqbFfI6OzqqhRNq2z3I4F0pjnJYukMFpVKZyeuTnHPchcFgIBaL8fVvfIOx8TFOnT51wxwMnU5HV1cn7e3tlMslzp+/QG9vL7Ozs4yOjtYpf0xOXmdxaYnOjk60Wg3r6+t4PB6i6+t0dnSQTKUol0qcPXsWgJWVFYrFIsVSiWDAj8Nhw+2u5xUfVZJjI/T19SHLMnq9oVqGW6/X09HZQSqVJhKJAgpra2uMj4/x8ksvszC/gMfrYS0coa+3D7vdhs/r3VMV5mZCEAT6+wdIJZMoCkiSSDwep7+/n3g8jtPpqE5SDjphawZbVUeuX59idXUVWZbp7eujr7enau8b2EkeAALA/cAwEAQeR40m921ucxnVKX4rKge5GqpTFKXscDiKWq22KU3rykT1doDJAHqthryo7GsV8SgQ9Dr5Pz96L8WyhNVkQKOpfw40Gk216M2thKIoyMBXVqNkFfhC0M7wQDdGjeamJjXuhsqqxK3uq62o3O+3m12VFdfb6X1XKeJ0M/qq2ffPDbMkk8lgsVjo6uo68MBTifhE1iL0D/RhMm1Xi2jUrlarRavTUi6X0elUZYHr16dYWVnFu+mEVJZ8w+G1arnbZnnEFWrB3Nw8Pp/vwBxfk8nIyMgQCwtLPPvsM3zoQx/C5/MeybJvhXtcSaA77IOgKAoGg4Fyqczy8jI+n4+/+Zu/YWhwkIceerAaubxREAQBjUbg2rVJ7HZ7VVbNarUwP7+A2WzCYDCoM3UFMpk0mUyWcrnMj370FDabDbvNhslkJhFPIAhqmxaLZVNb14jNZttWUKX2dyObDoLKfabRaPB4PSwtLmGzWasOo8Fg2EwCdNPZ2cEr589TKhXJ5XIUyyXMZrNaqtmgB5SGTuZ+7ucbAZWSY8BqsxIOh3G5nFitVkwmI5IkbeMm3wyosoBr5PIFCoU88Xicnu6uOk59LSrJjuvr62g0Grxe75EPKoqiUC6XiUajGAyGzaqKavu5XK5KlQE1wrKxsYHVaq3TbD8CG64B/26Hr/+s5u+XNn9eF1AUhRfmNri0nOSPCynyBg9vG9temfVGQV2F1N+2iXmKopAUJXKSzI/jGS6l8/zqQDuZ5UVMN0HvuIUWbjVuiIOsbCa9HT8+jk6n3TZw77Zfo88CAT8Oh2Pbvo0GNFAdZIPBQC6XQ6fTVXWDK5zNyrbx+AY2u33XKm+NUHE6r127thlF3u4g73QuGxsbZDJZOjs7sNlsLC0tk8/nCPgD2yLch4PAykoYg0F/IIUO2O5kqcoa3SQSSZ5/7nncbjdveeQtTWkyHxaKopBKpUlnMgwPDTE7O8upUyerJYU3NjYwmcy43W5cLienT5/iypWrXLp0Ga/XS09vD8VSCbPFzMjIUFXBoiKb1wyn+DAO59Z9c7kckUiUYDDA/Pw8p06drPve5/Oh0+lIJOI4HQ6OjY8jiiL33XsfNpuVtbU1/H5/XZGXw9A/jgrb7xkt8/MLKEoXvb29CIJAd3fXthWSmwGtVsupU6e4cPEikcgahU396UaTO1EU+cEPfsB//a//lXQ6jU6nw2Kx8M//+T/n3LlzR2J3oVDg8ccf5/d///cplUpoNBoCgQC/+qu/ytDQEL/+679OMBjk53/+57l69Sr/+l//awoFNeH4E5/4BH/37/7dQ9vwRkamKPKHT8+ylipBWSH7k1nu7fdgN92eDuvNhKIoPJ/M8m+mlkmKEg6dlt8a6yFg1JO51ca10MJNwpE6yJXI6traGg6Hsym+cGW/rX9XBtpyuVyVK2sWOp0Oq9VKLpdDURSuXLlKPJ7Abrdx+vRpDAa9yv9cj1WTyva7zCsrCiazuapksNPyduVzURSZnZ1jY2ODjo72qhpEe3sbZrOZUqm8Y9h/J37xbhAEKBTyQH10cT8Uksr2tc5XMBjklVfOI8sy73n3u6vJBzfD0YlEIwz096t0ic7OahJabdGIbDbH4OAger0ejVZLIOhndHSEyFoUs8WMXmfA7w/sSMvZ6fP9Yi9nemVlFUmSUBSFzs5OLBYLqVSatbW1zXLUKmd+enqWSCRCV1cXXV2dPPvscywtLnLq9Cna29saHms3BY2bCTWKbGR8fIx0Oo0gCCwsLBAMBm4ZJ09RZBbm5gkFAySTScJraw25p0888QRf+MIX+Cf/5J/w0EMPodVquXTpEisrK9VtZFkmm1VVViqTRFmWKZVKGI3G6ncGg4FSqUShUKiuUiiKwl/+5V/y5S9/mX/1r/4VY2NjKIrCc889x4svvsjQ0BDhcBitVl0J+83f/E2Ghob4h//wH5JOp5mcnLxpffZ6hUYQMOu1KMB6EcZ02tuGMnCrISrwF+ENXknnAWg36jFoWn3zRkepLBKJp3FYTdgtr395vyNxkGsH5EQiyfT0DKdOnTpUOwDLyyvkcnkGB/v3FRXTarXY7XayWbVKl8ViIZlMYTQa6+gLbaHQgZcqFVnGYjaj3+QvN3KKKxOGlZUVXnzxJVxuN6Mjw4TDa1gsFjybJX6dTgfHj49vq3p3WE7kUXD9aq9JqVTiqaeeJrwa5p3veifmLeWEb2T0WBAEent62NjYQCyLtLWFGib6WK0WLBYzsdgG58+fJ+D30xYKYbfZeOaZ5zCZTPT0dB1o0rGbfY3a2Ym7LIoi6UyGgf4+LBYLnZ0drK6Gicfjm/eu6kQZDAZGR4cRxTKKopBIJNVIptXC6uoqbW2hbce81WjUrxqNBr1BTz6fZ3FxiY6O9ltib4W+0t3TjcvlQpYVbJurSrX2pFIpfvu3f5vPfOYzfOpTn6o+Q319fdVt4vE4v/M7v8Ply5cxGAx84hOf4J3vfCezs7P8p//0n+jr6+Oll17C6XTy6U9/mj//8z/n2rVrvO1tb+MXf/EXSSaT/Jf/8l/45V/+ZR599NHq8QcGBrbZXcnQdzqdeDweurq6GBsbu5Fd9YaAxaDlc48MIikKl5cSfPahXiyG24MbfauhEcCoERBQiec+vQ7TbZBY2cKtQ6FY5j//7Xm+/eoq/X47v/qBk/S3eW6bsedG4Mju+ArtIBxWq3w1Gz3eqS1RFJmZma3Kem39frc2NRoNDoeDdDqNJEkEg0GGhodoa2ujspsqG2fHZDqYMLxWq6W/vx/9puzXVlT0gVdXw/zB7/8hf/xHf8TF8xe4fPlqlQIiSRL5fB4QcDgcFIvFTT3bAoVCoVoStxk0opu0tbXVaRIfBpIkcf78BaauT/HWt7+VSCSKKIrbjnkjIMsy5bKIIAgsLi3T29ezJ5FfkkT0Oh0KcO3adQqFIr29PbS1hbZJ7jTi7za7otBo9WMnek3lXNbX14lvxAmH1ygWi+h0OgKBAOPjYxw7Nl7NWtdqNcTjCXw+H263C5PJRKFYJJlMVqsU3sgEt8OikkMwOztLPldgaWmJWGy9+q6olQy8UdjaN2azmbGxMfR6A51dHUQiUQqFYt226+vrTE5O8tBDDyEIApcuXeKJJ57gBz/4AeFwGFEU+dKXvkQ4HOaLX/wijz76KF/84hdZWloimUzyF3/xF+Tzeb7whS8wOTnJ5z73Oe6++24+8YlP8Id/+IfMzMwwNTWFKIqcO3cOWZY5f/48TzzxBD/84Q+JxWJ1NptMJj7+8Y/zta99jc9//vM899xz2569FvYPQRA42enkyz99hjG/Aa/VeNs+SzcNkgRPPMHGv/0i0YUlPuKx8YmQh18bbCfQKiX9hsarC1G+8uIK81kNP5zL8rWXF+u0xF+POJI7vjaCGAgEqhGwwygmzM8v4Pa48XjcDb/fq51AMMDy8gobG3GeeOIHuFxORFHigQfux+fzEo8nSCSTDPT37bttNaKpweVqHH1WqSEis7OzRNfXcTodaDVaBI1AX18vzz33HD/58U84feY0ly5doq+/n4Dfz3ce/w5DQ0PMz89jMpv4yEc/gntLaexmUHE6jEZD9f+DJklWnJmJiQl+8MQP+Jmf/Rna29uYKF9jcXGJ3t6ehtHzWhw22TASiZBKZRA04HG7ce4heyQIatW/trZ2isXCZrU7E+vrEn19ffvmwe+17W77VBK9KnJz+XyeH/zwSQYHBjCbzUiSVE1oa7RvV1dnNQtaUeD0qVMqZz2wezLRjVTe2A9KpRLR6Drd3V1sbMTo6u5mZmaWgYH+asLbzbK1cqxCIc/i0iLLy8sYjIZNmpOper9XKnFW1G2eeuopnnvuOZ577jk+9alP8Q/+wT/giSee4KGHHuL555/fLOmdYWFhYXNFoJNf/MVfxOFw8Pa3v53FxUV++qd/mmQyyZ/8yZ8wMzOD0ag6YzqdDlEU+c53vsPFixd5/vnn+Wf/7J/x2c9+ts72xx57jM7OTn7v936PT37yk9Vtbge5tDsZgiCg1wh0WOF/vrDApx/so9tjueXPzS3DtWtk/tE/5rfe/G7u+n/+O3/vQ+9F+4H3o7uNJ+It3BwYtBr0WgEkEFAw6jS83u+II6NYVPjCtaVjDzrwKcqmtFdnx74UHWr5sj6fD0WRsdms3Hffvbz66mV0Oh06nZqQl81md4z+NoNCIc/y8gqDg4Pbvstms0xen8JkNDI6Mky5VObM2bOcPXsGo9HEmTNnuD55nWKxiNlkJhqJUCwUWFsL09ffx8lTJ0klU1jMzfM0G/FmK1HeWo7ufiHLMosLizz+7cd53/vfR1eXqp3Y09PD+fPnCQaDdasFRwnVmSkyNTXD8MgQyUSSUJPqB2azmbvvPockSTidqkNttlgwm0xH7pA1SuCr3GOzc3OUSiV8Xh+dnR2bnOluRkdHmZqaxuNx7ziBEQRhi3KLgtPpwOmsL5iz9XxuNSe51p54PEF7RztarfqsjY+NsrKyiihKdTJvjfa9ERAEAa/Xy9kzZ1AUmUgkSqlUrrPDarXicDiYmJjgxIkT/NzP/Ryf/vSn+YVf+AVKpRKiKJJMJolEIkxOTqLX6/mZn/kZOjs72djYqEoVCYJabbGSSCoIqrRSqVSip6eHVCrF/Pw83d3d/NIv/RKZTIbPfvazDaPDOp2Ou+66i9/6rd/ij//4j/nd3/1d3vOe9zSlZSoIwklU+bZaxBVF+f4RdOkdj5VEnlSuyDcvL/DMdIzf/tm7GPBb33AOoaIoiLEYf3TmPrSSyN/7i/+B8dgAQmsS1gIw3u3nH7+lj29dXGYg5OIj9+webHo94MgiyIVCgbm5eYaHh/bNe93qYJTLJdrb26pKA7XbNdMWgMvlRtBoEEWRnp5u7HYbOp2+unxdKpV2jAA3A1EUyWSzVcrGawmKEZaWlggGgyDA7Owcg0MDhILBahRQq9UyPDKMzWZlcvL6Jl0gTXdPD4FAAJ1Ox7Fj49uiivufaMhVHvZ+Ubke6+sxHn/8O9xz772Mjo1WbbDZrJw4cZx4fAONZnvZ5YNiqzO3trZGIODH5/Xh25TZaoStzqFGo8Fut9X1mbVG8eEgNu20WgDqRCKXy7GyskpXV2c18dJmteHudGO1qlGpbDaHx+Mhn8+jKDKmJvpta6Jks7iVL68KvSIajdLe3s7y8hJWqxWz2czAQH+VQuX3+6syiVvpKjfKflUmL8/MzByRSJRkMonL5axRNgnygQ98gN/5nd/h7NmzDAwMoNfrq9Qcs9lMT08Pb37zm/nkJz9Z9/7a2NjYZnej8xgcHOSRRx7hS1/6EkNDQ4RCIYxGY8NKYNlslunpaU6cOIHBYCAYDO73HdsLzAOFms/uEgRBUG6lFuBtgpfm4yRyJURZ4Hokw8RqigG/de8dXyeoroQBf93Rx/S99/Nr/+ZXMB4bR3jve2+tcS3cNtDptHzqkWN8+N5BTEY9et3tpaN8I3BkpKLp6RmMJmM1QxuaH6C3JoK9+urlqhJBBXu1VTtIKYqCxWKpVn5zuVz4/f6672VFwWKpfwnuNCg35pSCRnhtZi0IQpWP093TTSy2gVguMzQ0WJcIWC6XUBQFl8uJ0Wjk1KmTBINBkokE67Egfr+fleUVzJbty3z7VVewWKyUy2JT16MRlzaTyfDtb3+b7u4u7rnn7rqqfIIg4HQ6icViXLx4iZMnT9Q5yYeJBFb2rZTcPn36JFrtaysJ+xnTJUneJsB/2Ie6cp9UJkXh8NomlzVfTQQVBAG321WlCFU46XNzc/T397G0tIzL5ULbBBVpt+teq5KyvLxCvpBHr9MTDAWrCWhb97sZEWV1MpBlYyNOf38f6XSW4eHB6rEqovCXL19heHioWlK92WfwMPcVqBFZr9dLb28PNputTupNp9Pxuc99juXlZT72sY8xPj6OIAhcvHiRX/qlX8Jms/GZz3yG//gf/yPnz5/HYrGQyWT4lV/5laZt0+v1/It/8S/4tV/7NT74wQ8yPj5OLpdjdnZ2W1Q4l8vxxS9+sZq7MDExwSc/+cn9VJz6Fmp56GOAFUgCX2k5xyqOtTv4vkmPgEjAbqTX98ZyjiezBb69nqQgK0znRP7VRx/D+fBdCD4fdHTcahNbuI2g0Whw2I4mGHYn4Egc5Ew2SyaTZXBw8MCD7WsRmDgmkwmbbX8vqa18UKvVgkYQWJifp6enuy6ZSRAE+np70eu3n36zkStBAI1GdZIqRRu0Wi1Go5GFhQVMZjNjY6N1Tr6iKCwvr/DkD5/EYrXQ0dGJ3W6jUCjwta99jVOnz3Dl8hUuX76MyWwitFl6uBk0coCcTgc2m3VfiVyVffP5PN/65rexWa28+S1vblhLXhAEenp6KRZLXLs2ydjYaFXuar+O7FbIsszS0grt7W1E19cJ+P11FQ+3nvNOaLRJs5OgrZ9LkkShUCCTyZJOZzCZjLS3t1VLiVos5jpHq5FT7vP5MBqNKIpyKDUHRVFXCBRFqep4K4qCzWpDp9Oi1WiIRKIIAng8nhuuO7z1uiiKwtLyMv0DfZTLImazqS6xUKvV0rOpJlGZPJRKJQwGw4HyF/YLh8OB0+nc8boHAgG+/OUvc+nSJaanp9HpdPzyL/8yIyMjaDQaPvCBDzAyMsLVq1fRaDQMDw/j8/mwWCx86UtfqlJjPvShD1EsqkmAVquVL37xi1U96P7+fn73d3+X8+fPMz8/j9VqZXh4uFqy/fOf/zwmkwmfz8dv/MZvcOHCBQqFAv/0n/5Tjh8/jk6nY2FhoXrcnaAoSlkQhHcBZiCifqSUjrI/72QMBGx89K5OAu2QLYqMtR2lHv3tjaQo8YsTC1zYlHP7R90ButqC0HYw7fwWWng94Ugc5Hg8sVmMY7sT1SzU5BiJ5ZUV+jYTvw6zzGowGPB4PMzNzfPQww/VRbZzuTylUhGDwblnO40iqxVuYWdnB+HwGotLSwwO9JPL5VlaWqavrxe/39fQ9o6ODu5/4H5KpRKXX73M0PAQkixjsVrJZNI88sgjeH0+RkdHDv2SlmWZ2bk5erp7dlXr2OrcFAoFfvSjp8jlcnzkox/elT6h02kZHR0hFtuo8tAryUdb267FbtFxUB10o9GAIAgsLy0TDAT2HZVu5KjuhdrosCiKiJKEXqdDq9WSSqWYmZnF6XRid9hx2NVKhVupHDtBp9PR29tDOLyG2WxuOOlo1sZ8vsBaJILb5cLpdGIwGOjr662zv1AocOXKBF6vh6GhwSOp0LgfGxVFwef1Eg6v4Xa7EQQBSVK5x5Xqjm63a/N88ly+fAWX20VHeztms/nQk6xmsFtfmEwmzp07x7lz57Ztq9FoGBsbq8qtVb5zOBw89NBD1c9qpeH0ej1333133bGtVisPPPAADzzwwDabatvu7u6mu7t72zb/8l/+S3K5HJ///Oe5995764ohbcEacA9QAqSde+SNiR6vhQ8E3fzLr17it38wxcfv7iJgf/2rWmQlmdl8icpTtlRozZtaaKGCQzvIsiwT8PsalmDd6eXSmLKgUC6XsG0myBwUlUFVq9XS0dHBxYsXKZfFqnOgKAqxWIxSuYxrUyGiGfu2fi/LMqvhMPl8gaHBQaLRKMVikePHx7E0oEdUUCwWiUajjI6OMjc3x4svvMijjz1KT08P+XyBSCSCXq/H6dzbeW8G169P4fN6MZkav+y3nqsoijz33PNcm5jg73zqU9jtr1UJ3Mlh0Wg0+P0+JElidnaOeDzByMjwZpXBxnSLvfrYZFIj6BMTk4yMDO8o67aXgsRuaDT5ATaXuufI5/MYDEa6ujpxuZw4HA5Onjyx7V6vROh3O16lgIRGo2FhfoH+gb6mJoG131faD4fDLCwsbUq/GVHZg/WTAUEQ8Hg8nDlzimw2R6FQRFHkqgN1lIlxW1dvKv3R092D0WgkFAqi1+uJxWJMTU0zPKyWV68UzFlZWaazsxNJknjxhZfY6I9z7Ng4lk2d7YPQthrhIPvutk+j7/Z6BzazT6PPd9oml8vx1a9+lW9/+9u8613v4nOf+9ymdOQ2dAIrwBK0iqFthaLAHz8zx5WVFFdXU8yuZ/hPP3Ua7evYP1YUBVFR8Oi1CCg4dFo+EtpfUa4WWng948AOcm0Sl9VqqcoWNRvxaZR5bzAYGBoa3EYJaG4pffuxu7u7eeqpp8jnc9XodiVCWnHetra/m/2CoEqeJZMprl+/jtvjoa+3F5PJhMGgx2AwNqRt1O5vNps4c+Y0DoeD9773vWSzWWw2K0ajEbPZhF5v2OZw7TcSWsvzNBlNZLM5vF7vnvvJssyFCxd4+aWX+djHf6pOYm9r2436SavV0tnZgV6vZ2lpicHBgYZR0q1OX+35KopCNKpq5SYSCcxm07YJU22UtFGbO9nX6LvK0v76eoxcLkdHRzuyLG8mQwWwWq3Vc6gUXjkIxz6RSDA7oyZsanU6XC7Xvu5rWZZJp9Ob95qRoaHBapLpbu1YrVasVisbG3GuXZtkfHwMh8O+b6pKM+dY21YymeKVV17B4/Fw7Nh4lW/86qXLbGzEMRoNmxxlNclzfn4Bh9OJRqOhr68Xo9HA2toayWSK/v6+qirEQe3aeq6Ve63280aTlWKxWKVI3I4ol8uAuuLyv//3/+Y73/kOfX19XR/96EfPAJcURalIYijAA0A3qqN87ZYYfJtCVhQmVlMoqM7y1dU0sqKgfZ0KWSmKQrws8RtzYf4/XQGO28x4DTq6TAdfBW6hhdcbDhVBzmayzM3NcezY+L4d49r/BUEgHo+TTmfo7e05dLSoMth1dXfhcDhYX48hiiLh8Brt7e0UCgX8Af++jyGKIisrq0QiEbq7ezCbjVXnabeoca1dauU8J/F4gsnJSfr6ejEYDJjNZpaWljaThuyHopdUoNFoOHv2TEN6xVbnUpZlpqameeH5F3jvo++hra3tQMc0mUx0d3chy3I18lcsFpmbW8BqteDzedHr9VWJr6325HJ5Ll26xMjICIVikYH+/ob9UGm/dt/aPqt1uCufybKMKEqUyyUymSxut4vYxgZLi0uUyyIDA/2YTKZqJcZKO1ux3+tSSeSzO+wkEgk8XnfTKgSyLJPJZJifnyeXyzM2NobX62k4eWr0DFY+d7mc+P0+5ubnODY+3vD4h73nKvsWCkX+6q/+ith6DFlR6OrsxOF0UCqVsFjNrMfWuefuu4nFNigUCoyOjjAzM0t3VxdtoRA+nxeNRoPX6yWRSJJKpfB6vXXnetQQRbHhKsUf/MEf8G//7b898uMdFZLJZN3/uVyOy5cvH0NNzPuKIAj/HkgB3wF+jOoolwVBMCqKcvt6/jcZGo3Ax8518Z+/d518SeLRE21oX8ellTOSzG/MhRmxmvlEmwdDS8qthRa24VAO8lo0itPprCaIHGSArQzgi4tL2ygP+81c3xrdtFqthEIhXnnlFXQ6PUajgUwmS3tHO5ZNXm0zNlc4knNz8xSLRfr7+1hYWGR+YYG3v/1tVfmwvVDryD35wyeJx+N4vB7cbjeRSITzFy6QzmR44P779owMNnMcoGElwkZYWlrie9/9Lg8+9NChki3htSSsCvR6PV6vm8lrk8zMzBIKBenv7yOTybK6uorVasXv96EocPnyZWw2O1qtFrfLhSSpdElJkkil0tXortVqQZKkOlksjUaDRqOhWCySy+WRZQlZVjYpK+pEKbymVq/TCAIOhx2f14t3M4mtmeSwg6ySlMtliqUS3d1drK1FmkrOU515VYFkemYGu83OyMgIOt3Oyi67tVmJzMbjcXL5PGaTqaFDeNDJae2zF41G6ezsolQsIckSpk0+sdfnQxA06PU65ucXCAQDeL1eZmZm6ersoFwu09bWVp34GAwGRkaGKZXL1VLLjVZW9kLt9o2ed1mWuXJlgtHR4WqSaQXd3d289a1v3Vdf3Ew8/fTTLC8vb/24DFwCngTSwM8CRepl3sYFQfh3yo0med8hEICfubeHB4d8PP5qmEJZIpkr47Koz9vriYtckGT+78UIFq2GT3f4Ws5xCy3sgEM5yK5N53g/A/XWbQRB1YbVaDS0tYUaRgP3i8p+Op2O/v5+nnjiCR597DHCq2HcLhdtoRA6XXMRPEVRSKVSXL06QSgUwufzMTExicPhQBIl8tlcQwd5NyqCoijo9Dq8Pq/qdBeKeL0+xHIZpYEO6kFQOa4sy0SiUYKBINoGhDp1+T/J17/+De666y5OnDhe59zuxo/cLWJZ65SoHGU/Pp+PcrmMJMnodLrNiLKPYrGIJEmsrKxy9epVhoaGWFhYQJJl5Pl57j53F5IkMzU1RTabxePxMD4+RiKRrDoHgiDQ1qZen6WlZRYXF3G6nNistmoxDpfLhcPhQKMRqg5xrd3NOr/NcEZr20kmk2g0GsxmM729PbtGjxVFIZvNsb4eI5NJMzg4wLHx8W3qGAd5NrRaLV6vl6mpacrlMiMjw/vWLG+E2nu9XBZZWlri2LExfD4vdru9WqWuq7MTl9OJ3+8nnojjdrkQe1RlEJfLSS6X27baodFo0AgaFhaXGDIaq+oQ+zl/9Z6TMJlM2/qwcp0i0Qh9fT3bHOT3ve99vO997ztw39xofPjDH+arX/0qoPbVyZMnOXbs2LN/+qd/+lFFUZIAgiA8Dvi37Hqp5RzXw6DTMBSwE+8r8bk/fZnvX43wobMdfPrBPrWC2B0MRVHIbY4tf7oSI16W+Bf9bZhex1HyFlo4LA7sIKtJQNs5qvuFoijkcrlqJn6l7cOi0kZffz+pr36VYCBAZ2cHzzzzLDOzs7z1rW/BYDDs6RRV7Ovr6yWTyTIzM8vg4AAul5NIZI1iaf9Zv1qtlvHxcWZmZujp6SEYDKoOndNFW1vbkdArau1fXFjC7XLVOQiV79LpNH/xF3/B8ePHueuus0fiMMHO1AS14IL6ndFoJLBJdamU933HO95BOBzGarVWKwBW7oszZ05X1Q90Oh0ulxOLxVy9fpXturu76OrqrKtgBmwrbXyjUMdxlmUWF5eqOtx7JRuurKwwNzdPMBiit7enyu2Ho3suuru7CIfXyGZVh3Qvnvh+UCwWMBqNeDweVlfXaG9vQxAEcrkcFy9eZH19nZGREWKxGB6PB1GUyGYzuFwuVldXaWtr49Spk3WKG3q9Dp1ORywWo+MAuqy1qwM7nZPVYq2uVtxp0Ol0nDhxgl/4hV/gAx/4AC+99FL2T/7kT2q5FwXgiqIo5Vtl452Er51fIZopEc2UiDw5w/tOttPmunO1XyVF4euRBP/PyjplWSFg0PMfRrqwaW+8nGILLdzJOFQEeb+JdJXttnJPXS4nbndzSUv7RSDgJ9TezrVr12hrb8fr9eLz+XcdLBVFoVQqVR06h8PBxLVJ9DodJ04crzplwWDwwM5WX19vNaENVE3Uvr7eLaWFm8dOdmg0GhwOO6VSeVvbuVyOx7/9OD6fj3vuuafOUToKLmrFrp3uk1qbV1fDlMtl9Ho9qVSK4eHhOnsrTnEt9Hp9VWe6NnGvMvGpPcZuEf0bNUgIgkB5cwJlsViYmLjG2Nho3SREvdfKxONx7HYbBoOREyeOY9+UkDsKh35rnxuNqjLH2lqE69evMzw8VKdWclAoikIstoHb7WZjI44ggMmkPismk4nh4WE1c14UyeXy6PVpuru7mJycRJYVOjo6iMcT2/jlgiDg93opbfblfq/XXpM+QdAwNj7aNFXqdsL4+Djvfe97+eAHP1jH096CEeCUIAjfAeKAqChK+qYaegfBZtKhEUBW1Kjync5FTokS//+ZVeY3Jdw+FHCpyhUt57iFFnbFoWXeDpKwVPs7kUhSKBQIhbYLkx/2Aa44A/feey8Xzp/n4Tc9jN/vQxSlHTVoZVkmEokwv7BIb08PALNzc/h9Pvr6eusiW7XasjvZvNU5qZy3RqOpLueKosj09Ax9fbsvv+8HtY7V4OAgUD8pKRQKPPXU05RFkfe/9z1VSa39HuOg29TeB8VikY2NDfr6epmZmWV4eLg6CWl2ErZTlPWw99Bh9lcUhUgkgs1mY319HVmuV++QZZmVlVXW19fRarU4HPZNLvbO6hyHRaUtjUZDIOAnnU6zsLDE0NBAnVJEownFXtdSFCXm5uY5efI4M7OztLW1od2MUmk0GjKZLMPDQwgaLRMT1/D7/SST6apaSCQSrcrQbZ3YeH1eSuXyvvujmW01GgGrxVqt1ngn4Ytf/GIzlJsXAS/wK8BFYBX465tg3h2Jv/tAL9miyLVwBkGofXPeuZBqnmO95uD5LS208EbCkZWabgZbnWNFUVheWcHdpOTVfo9TwfDwEN/65jdZWlquVuqqHWjV7QWKxSJLS0tEIhGGhoZIJpNEIlHGxkZxOB3bEoQqld32SgLaC6o9MoVCoVpt7ChQGTglqczCwiI9PT3odNqq1vHy0jIf+eiHj/SYzaD2+qsV85YxGo2k0xlKpTKBgP9AqxP73faosfW+kySJ+flFhocHWVlZ3ZyoqJJcyWQKk8lEOp1mYGAAm826bbJ1o+3UarUMDg4gihLJZJJ0Ok0oFMJsNm3bvlFy3FZHPpvNYLfbN6ksGrxeT53DrSq26MkXCrzlLW/C4/GSy2Vpb2/DaDQSDocJhULbVgoqz9jy0jLBYBCLxXyovtp6nSqTNKPRcGQT1JuFJvvhQcCJ6iBngaNJdHidIuQw8WvvO0ZZkvmTZxf4k2fn+cyDfZgNWoy6O4uWoCgK6yWRdqMej15Hu0nPP+wK3GqzWmjhjsANH5Erg9tW57jCS9zY2KhKrt2IYwN4vV6CwRATE2pVMf8WB0xRFDKZDBMTE4iSxMjICPPz84iSyNmzp3G7XWhrOIwVZ0EURVKp9LZz3A1boz0V58NkMlEq3xiKoEajIRaLkc1mkGWZ8+cvcPXqVR597L3bCpIcNAFsJ9T2TaP+yWSyRKNR/H4/KyurjI+PVR2k/dhy1HbvFztRN7q6OtFoVA6sVqthdTXMq5evEIvFMBoNjI6O4HDYGyYM3gw7VeqKFpvNSjab5dKlS6TT6V3v552+s1gsjI4Os7y8gs1q3ZbwZjabVMWIy1eYmLhGNpvF6/VRFkWuXLmKz+fD6WxcJEhR1GS7crl0pM5xrW078cNfB3gG+DNFURKKopQVRbkzydY3CYIgoNNqMBt0fPRcJ9+/usY7/vOT/Nwfv8DsevaG5zAcFRRFYb0s8utzYf5+l5//dWaQ/zrey4j1YDS+Flp4o+GmrynWDv7FYonOjg70Wxyio3YQ9Ho99z9wP5PXJrl2bZJ0+jX6nbrMvcLExAR+vx+H3c7MzAyhUIihwcEdOcFqZFZmfmGBUqncNN2gEQVAENSSu0bDzuWgm2m7FrVOjFarxWazEYttMD09w3PPPss73/kOgsHgtqz+G41tS/YC9PR0bybmWXA46rmwW++JnX6axV77HqTdRk4nqBOTjo52lpeXcTgcRKMxsrkcgwP9jIyoHOubFTXeDZUJ2ujoCAMDqu50NBpleXmFfD5fXWJu5BjXTn50OjWZbiMex+/379iXNquNfKGwKWMn8+qlV7l65QqZTAZFoeE+Go2G9vY2zOYbwxNuRuLvToWiKEVFUVpR4wMgni2xnlF/fjwd46uvbJPUu22Rk2S+NLfGOYeVd/tcOHRazK3EvBZaaBq3LGQiyzJ6vY6urq4bdozaF8Ho6AiPf/vbvPjCi/T2qtzifD5fLSk8MjKC1WphfT3G6OgoVqulIb+41kHQ63WIZZFc7rVKfQeBoih4vd4b4ixVItTt7W1cvz7F8889z5vf8hb6+vpuWdS1lobisNuRRJFsNsuJE8frON53KiqrC8lkinA4TDqdZnR0BL1eX6emsJWacytQ2896vR6fz1elvqzHNlhdDeNyOasFfCpa01uvTzqdRq83IEkSnR3tuFzOrYcCVMUFr89DvpAnEo3g8bjx+X0YDQYymQy1ZbNrbRQENlVJblxk/U6+51q4MTDoNBh0m+9lBSyGO4OCU5Jl/tvyOmathp9t96K/wxMNW2jhVuCWOcjxeJypqRnuvvuu6mc3apASBAGXy8Xx48d5+ukfI8sy8XicmZlZ7HY7x44dw2BQnZdgcGd+VqNIoSxJbGxsHEryruIgFQqFOlmvnSKTzbZZi3K5zMULF7nrrrOMjY1uO8bNcg4qxyuXRSKRCD6fl+npGdxu94E0bm8G9uO8KopCuVzm0qVLRNdjaDVa2tvbtily1P6+HVB7PwiCgNPpxOl0btIaRDQaDSsrq6QzGdrb2rDbbdXJjCzLzM8v0NnZgcvlwmLp2vXctFod/f19GAwGDAYD3V1dLAlLhEKhHfeTZZnl5WVcbje+ndUaDn3+LbRQizanmX/+7lH+7IUFyqJMLFOiKMqY9LefoywrCi8ls/zlWpyyLCMDXxzsaGkdHzEURWEjlSOSytPutuCwmlvvj9cpbpmDvLERx+c7+oFuJwiCwAMPPsgrr5xneXkFj8dDIBBEFMuEw2G6ujoP1G4wFNxcYoZmT6VRxFCSJM6fv8CpUycxm49WczOVSvHE958gGAoyMjrSMFJ9MyNoiqKwsrLM7Ow8NpsNnU5Hd3f3LecRHxSKoiBJEvFEglKxhN1uJxqNcfLkcaanZwkGVYWWrYmHtyJqvN/jVqT0KqscmUyGq1evMjIyXK18mU6r3HaLRa1uWKuG0ej4Ho+77lr7fN66d8FOkzZRlFDkw0veHWbi2cIbCxoBHj3ZxqMn28iVJP6vb0/w69+5hsOs5+EhHyc6XLeNDNx6SeQL1xa5lisiAF8cbMeha8m5HTUWIkm+8KfPcjVa4J5OG//hk/fjc1pvtVkt3ADccAJkIz6hJElkMtlq5bxmE9wOikr7LpeL/oF+vvfd7+JwOIgn4sRiG9UBey+7G51bR0c7nZ0dCML+Io1bodVqSafTJJPJvTfeB4rFIt/97vdQgDe/+U1cvTrBxsbGkR5jP1DVDrJMz8xy/PgxbDYrx48fq1JU7pQEmAokSSISifLq5cusLK+g1+vJF/I4HHZMJjN6g37HxLPa++so+NXN4iDHUHnKRgYHB+jv76NcFqvP1dLSEkajkWQyyeLi0o7XsJabvXWysJcNgiDg8/mOZPJ4o/u3hdcPau8Ti0HL20YD/Pcfz/Eb35nk8195hdn1zK02sYqNski8/Fr+5WqxVRfmRuA7L03x0lqZjKzjqcU8z1yev9UmtXCDcGgHuRkHd6uKhSiK+P0+jMbXltR3ohU0e+zd7FAUhXg8wYULFzl79i4WFxf5q//1vzCbjPT2dpNMpcjn8wc6riAIlEqluipcB3H6BUGgr69vX3bsZh9AqVTiBz/4Ifl8nkcffRSbzUYgEGBpaRl5s+zojXZIG13bpaVl/D6fqg6i1VaLfdwpkCSJXC5PuVymVCqRyWboaO9gfHwMr9dDMpGkp6cHi8XM+NjYrhHV2w17TQh1Oh0+nw+fz4ssy5RKJcrlMqFQaFPHeHvp+a1tHNRBdzjsGI2GO6YvW3h9QRAElhN5ZEVBAaKpAlORzA0P8DQDRVHQawSMGgGnVsOQxcj7A65batPrFW1eOxVaukEr4HfdXJnUFm4ebokOMkBbW6gqzH8jXi4V51WSJJZXVolEIvT0dJPNZukfGGRiYoLH3vcYV65MYDabCK+Gueuusw3pB7UDcqPl2YWFRbxeD16vt2n7GrXZ1haiWCxuO4et2+90vrWQJIlXXjnPysoKjz32KDabFUFQyww/88yzRKNRAoFAwzZupAOSTCZZX1/n2LFjpFIpXJsa2LdbklQjtQaVu54gHF5DFMv09vbidDro6+2tamsXCgWyWXV1RKfTV6XObjbX+yjRiPqgKArXr08hShKCoAEU0ukMIyPDR3qOlbZkWWZ1NYzNbsO3j+eshRaOEud6PXR7LIRTBQxaDVdX06ylithNOt4xHsRmvPmTYUVRiJVFfmMuzC/3hTjrsOLUa/Hq75yJ+Z2ER0728svpMhcWNnhgKMCZwfZbbVILNwg31UEWBAFRFFlYWKSrq+uGS1xlMhnm5xcA6O3tIRKJEt+I8+53v4s/+9Ov8NKLL+ELBAiFQgBEIlH8fh9arXZHXdtGUBSF1dXwvhzkRo622WxGkiQkSdrWN7s5kLVtVRy5ixcvceniJd75rnfi8/mq++p0OsbHx9Bqddv2bxTFP8gLdqcJjyRJTE/PEgqFWF5eRm8w4HS6muZuHwX2wz/duu3qaphoNIrD4aCtrRez2bwtAhqJRBEEgUwmQyqVpr29HVDqyidvbftOHMQEQcDhdPLjp3/M3XefY309hsfjrvKVj/qcFEVRdcKVluJEC7cOgwEbf/Jz9zIfNAwdeAAAre5JREFUy2E36fjcn77MciKPTqthcSPHP37b0E21R1EUMpLMf5oNc9pu4YNBN4bbQDry9Qyr2chn33qMUrmM0aBvvYtex7jpT1KhUKAsiuhuQPJAxVmRZZn19XUmJ6cwmUz4fD4W5hewmM24XE4cdjvv+8D7+NGPfoTVYsHlcnHp1Vf5yU+eYWlppenjVCJpfr+PRCKJKIpN2blbxPz69Wni8XhT2+6Eubk5fvLjn/CWR95CZ2dH1TGrOBZerxe73cby8grlcnM2HwRbHff19RjlchmbzUY0GqWzo6Mq23WrXjI79a8sKyQSSebm5llfX0dRFDweD2Njo/T392GxbJcBlGWZRCJBe3s7a2uRTa5thXLz2vFuBu/+ZsDjdmEw6DEYDOTzedraQjfsWIKgVq58HRfzaOEOgEYQ6HRbeHDQR6/XiigpyAqURJlnZ25+bkdBVvjthQheg45PtvtazvFNgkYjYGrRvV73OPTT1GwyW+X7TCaDQa+vlnQ9ykQZWZYpl0UWF5dYXFyiu0eVm5qenqG/v4/u7i51gBVgbGyMwcFBfvTkjyiXyySTyc0l8jylUqmOM7012rfVZqfTid/vQ5KkhkvzzUIQBLQagaWl5V1pHbWfb3VCw6thvvWtb/PIWx+hr6+3YYW2SpJUNBplenoaURRvSMSv1sZCocDVq1cZGOhndXWVkZHhPfmqR42tNm39X5ZlZFkmk81y/vx5rly9gk6nxWq1bkb4TXUyfLXtqvsr2B0OdDodiUSimpwnCALaO0igfy9+cOUzvV7Pww8/hEaj3lM2m21b4uFBj7l1X0EQaAsFq1ShFlq41TAbtDx2qg2rQYvLrCdfEnlpPo58kya+ZVnmT1ZipESJX+gKYNa2nOMWWjhKHDgcs59lzoojIkkSS0vL9PX1HfSwO7YNkM1muT41jdViob+/n7m5OQwGA2fPnq5yQY1GIxqNBovFwoc+/GG+/Fu/xTPPPMMjb3kLV65cZWLiGuFwmAcffKCu5PFOx6w4nIODAw233e959PT2MD+/UO3fvRzsWicvFtvgW9/+Nvfeey+joyO72qLT6RgbG+XSpVeZn1+oOtM3yvkIh9doa2sjn89TKBTw+wM33NFpZnJSSRrN5/MkEklcLjVxsKOjA5fLicGgqmvslkT6Gn1FS3dXJwsLi3R2dqLRaCgWi1WHT6vVUi6Xq3xlRVGq7W9t63ZHJSru8Xi4cOESOp0WURTr7qGjpEIoikIul8diMbeiyC3cFtBpBP7JO4Z5+1gQk15LriTyh0/PMh3N8PaxIOmCiMOsw205ukijoijIqKXXvx5NcCGd5d8OdmC7DZxjUZL43iszfPPyOmMBE5980xj2VlnrFu5g3PCRptaBk2WZrq6uHats7ae9CipO5HosxtLSMj6vl/b2NrLZHMFggEAgUFedraPjNUK92+3i0Ucf5c///M9pb29Hq1UH+WKxRLFYYn19Ha/Xu6fKgiAIlMsi169f3+T37l9EvnIeDoej6mxXPt+7HwQymTTf+c536O7u5vTpU1UnbGsbtfuZTCaOHz/G/PzCJp/qNWdtL1WRZpz3ynayLGO32/F4PFy5coWxsVEMBv2O7d+ohLZah62iOhIOr7GysoLFYsFut2Mw6DGZTFitloYO3k42ybJcvcczmQw2m43vfe/7FApFnE4nWq2GkZERnnnmWbq6OslmsyQSCd705jfh9XhuyPkeNWqveTqdIZFI0NXVSXtHG8VCkStXJxgZHsJiuTHloKPRKD6frzrZPWrc7v3fwu0FQRCwGHTc26/mniiKQo/Xym9+/zp/9vwC09EsQwEb/+EjJxkM2g99PEVRuJDO8ZXVDfKSTEIU+fdDnXhuk2S8mbUU/+fXJogVBb41oXJ1P/WW8VttVgstHBgHnnbu54GsDqqZDPFEoo4TW+sM7Ua32ImzWXFMjAYD/X29dHSojq7dbiMUCqHVauvajW2WzwVVj/X0mdM8/PDDfO1v/gaXy4nH4+bs2dNcvXqVqakZdvMBa23S6bSsra1tlsvdHbstJWs0GkRRZH09tqPzWDvpACgU8nz3u9/DZrXx4IMPVB36Zq6R2WxmeHgIvU7H0tJynYrGYbD13FwuJ8vLyzidjmqBiaPAVk7vbvxeRVEoFkssLC4yPT1DoVBAoxHo6elheHiI7u6uHSveNfqpPUYstkF4bY2NjTi5XB6n00lnZwcmk5F8Pk8qlWJ+YQFZkZmdm8ftdmM0GjHo6yPUtzNq77toNFqdhHk96qTU6/EwPT1DuVzekc6yn2Nt/ak863c6d/t2gyAIg4IgfE4QBI8gCD2CIHxGEIRxQRAMgiB8cPPHKAjC8c3vum+1zbcjBEGgzWnio3d1MrmWIV0QeWUxwbdeDR9J+1lJ5v+8vsz/WInxl2txXDodnabbhwebK8skSurfZQXCmRuX39JCCzcDN2WtsuJMRNYiOJ1OQACaW/7e7bt8Ps/169MMDPQDMD+/wMBAf5Uz2ogPnEgkqpEvUB3Sd77rnaxFInzn8cf57M99lsXFJYrFInfddbYa6dztvBRFQavV0tPTQyy2gcPh2DFquxdXGyCfLzA9PY3bfe+uy8mVyPUzP3mWTDrDhz78wbpCCrvxR2vtqjg6sViMtbU1Tp06iV7/WnbuYSK6mUxFJ1QtL37u3F0Hamc/qg+N7ptEIsnKygqiJKHVaGjvaMdsNmO1WuvabMa2RvfV0tISgUCA9fV1gsEALpeThQU4ffo0169PMT0zzdjYGJOTk2gEDVqtlmAwuI2HvRe1prkVhaNzuBvZkc/nCYfXOHnyBAuLi9htNrxeLx0d7Xg8bjQaTZ1qx1HZ4nQ6qwVljgpbOfy3i7NxkxFHHQvcwLuBp4F3AZbNHw0wDrwdeBx4lyAIf6goigwgCILWZrPpKhz+3VCZ6NxO/Vy7+nMUcFv02I1aimURdayDVF7Na7GZ9DR75rUTQ1A5x8uFEigKWiBRKt+SCeNO17DLZeSt3SaeXCzQaRV4+7DnyPq0GZuO8hoeFWpzW24nHDRwcSNx1M/hXsdqBjfFQVYUhXJZLenc19eL+lwd3ElSFIW1tQgTE9cYGxthY2OD2dk5xsZGMZvN1YGukTNoMhk31SYEBEEdvI1GIx/96Ef4o//+R/zPP/tzPvpTH8Htfk2yCnYe5GudyGAwyMLCArKsoNUe/PwCAT9raxFSqTQej3vH7UVR4oUXXuTixQv8vU//PRyOxhXbmjmmRqPh+PFjTE/P8PzzL3L33XftupS9U4S2tj8kSeLqxDV6uruZX1igv79/G+d2L9sa9ftu10RR2KTIFEmlU5RL5f+Xvf8Ok+w8zzvh30mVc+ru6pzTBExAmCGRSTCJAEVSjCIpUZRoyZallWzv2l6v7W99Oci7lmVKa8myAilSpBWYA0iQiARAAhgMJs/0TOccKueqU+d8f1RXTXV3dZwezBCo++IQ1VUnvO+J9/u893M/NDcHMRgMtLS0YDabKoU7diqf2K6N8Xicy5evcO7cOZxOJ4888giapuP3+/F6PYQjHhxOO8FgEy3NzXR2dqIopQp7ZUvB24kwrEf18S4PMp1OBwaDQmglhN/nA0rXkNVqJZlKkUqm8Pt9+2blKIoiDocdg+H2iZi9gRCmRJIBfMBZ4D1AO3AVMANdQAEYAx5m7QP8ZLFYfPfc3ByTk1tXFQuFQhssD281Sv7mkf0bVGo6/+HtTSwnc6SLIt++NMeVsUnMss4dLS7u6fYi7mBfqVQKURSJRqNAqTKeX1NpF1WGRJ1HDOq2x/tmIBwObzrb+5v3t/LJrIpJFnDJ+detfcVikXg8ftsR0Xg8TiwWu2mysL0iEonckmtnK+TzeTKZkknCzcbCws5mdV63CLIoivT39+2KIMFGkpTL5Xj5pZeJxuIcP36Uubl5VLW4WrbYRrFYXE2GUpEksTIqKZMit9tNPl9Ys30Al8vFhz/yEf7yL/6Sr/791/jIRz+8pohFdVvWE+/y7zable6ebnYSHd/sOJX34fN5t5Q7aJrGmdde49SpV/joxz66Qbaw04d99XKKotDT04Pf7wcEVlZCmM0mTCZTRVe9HZmr/n1iYhJZkshms6Dr+Hy7L/Cw3SxCsVhEVVXy+QKiWKr0du7ceYxGAx6PB6+vpCE31NBX7wcEQSAcjjA1NYnP60PTdAqFPC+//AqZTIZ77rkLraihFlQ0TSefzxOPxxkY6CccjmCxWJFladuB2O0CTdOIx5M0NDSQTKYwGIxYLJY1symKLK/qus3Y7TeuvSzvd3Z2Dr/fh2dVs13HTUEa8AMqJeLsAxRgCegB7JSIcuXG1HX9OYfDIbe0tPz2dgnYgiDQ2tq6pzyNm4Wy7/x+Jo93d123dvzmyAt8e7QkvTsTTfOBB45iUrbv/8rKCrIs43K5COdVPjc6xy92erjXY8MkijQYFaRb8LzQdZ3Ozs7b6lmVz+dZWFigre32Uv8sLCxgt9srM5W3CzRNo6Oj47Y6h5lMhkgkslo74OZibm57O1+4yQS5mtxIkkRTU9Ou1l0//RmNxjj92mt89W//Dq/Ph9lsIp/Po6oqsWiUXD6HKIocPnyYa9dGCTYHiYTDgMDQ0AA2mw273Y7ZbEEQNkYim5oa+cQnfpG//MvP8xd//pd8/Bc/RiAQWENca6F6el4raswsztLa2rLnKIkgCDQ1Na5OzeiVSHcZmqZx+fIVTp16lXe84x2rhHZv+4G150mWJbxeTyXZbGxsHJvNRmdne0Wfuz5SvB5l+cvi4hL9A32Mj43T1dW1abLjThL+yvsslTcuIEkihYLKpYuXkBQZo8GAy+XC7/czNDSwhtTvN6r7rqoqiUSCt771Xi5evMjBg8MA2O02lhYXKRQKhMNh0ukMfn+Is2fPUSxqOF1OlpdW8Ho9yPLO21lLanKzp8mqyW88niCRiNPR0c7Zs2cJBps2SCkMBgNOp5OlpWVsNtuabaxvey1s1p/yVOXtHnH/GcQgcIySxOIU8BngpdXPvwxowDOAFfgl4ImyvKKO2igFUkrXcovbzOnpKFDyV88WiqRyKg6zgrID94mEWuT3Jxfoshj5aNBT9zquo47XCTeNIK8nt7Nz8zQ2BCpJc9utA9dfosVikcXFJWZnZ2lsaMBoMqEoCv39/ZhMJi5eukQ4FCKVSmEwGrl27RqjY+OYzWZmZmaRJInu7k5sNhuiKLK8vECgIYCyTt8rCAItrS382md/lT/7sz/nf/7p/+QTn/wkzc3BNYmFW/VZkkSWlpbweD3Ybbuv0V7usyRJleIjgYC/sn1d15mfn+fJJ5/ixIl76OnpvinTlYIg0N7eht/vZ2ZmhmQyRT6fJxKNYrfZsFgsGwhzue2apnHhwkUaGhtwOBy0d7Tjdrs23df6a6X6c3nbKysrRCJRCqqKrmk0BZuw22w0Nwex2qwVQiyKIrJcW4Neq497IZfVMwrhcJhcLseRI4dpbGygo6MdAIvFwqHDh0qODoJAKBzGaDRy5MgR5ubmOHf2PMvLy5hMRg4dOrhh+zuNKL9eGrJqeYXFYqFYVFFVFa/Xt+b38nXQ1ta671NlpX3s6yY3bP/NCF3XLwK/VfXVk1Wf/6Dq8+Or/+rYBX73kX5cFoVMvki+qPEPv/QqqXyRA0EHv/tIP27rxlnVvKbxWiLNj+MZwkqMBqPCr7T4MazmiyzGs1ycT9DsMtMTsCGJb85rt469I57OspIs4DBK+Jyvb02CnxW8LhKLQqHA3Nw8gSpN4k6TorK5HNNT06RSKTo7O5menuFDH/5wJSKcy+UwGAzc/8D9vHrqVcYnJujp7qG9rY10OsWxY0eZmpoqkdbVqdml5WUcDjtKjelfQRDw+wP8xm/8On/9pb/mD37/v/JLn/5lBgb6KwlzW0WwDAYDBoPC/Nwc1p6eDYU6tkM14TEYFEZGRnC7XRgMhkoU/at//zWOHT9WsXNb3/79QHk7VquF3t4eAFRVJRyOcPbsOQRB4J577kYQBOLxBACKImOxWIjF4xSLRRobAmjFIi6nsxL9zWQylUig0WhCkkTi8TiqqpJKpcnlcnR0diAKAuPjE4iSREd7G+l0BpvNhtvtQlktNCOKIo27rN52o7rjanKsaRqxeJxgsAmz2UxXV2eln0ajkUAggCzLGJSSw4rdbkMxlAZ2PT3dTE1N4fN5K5HZhYVSuXKLxYzRaNw2Al4rWbDcp1rE+UaujfL2GhoaEEWRlZUV/H7/mqS56v0qikI+XyCby2GpShzdKwShVAGy2mWkjjpudwiCQLvXwr997AAAT11e4te/eIp8UefcbIwT3V7ec2jtlLKu6zwfSfL/TCyyXNRJGvN84WAnplUSHE7l+d/+1xlemQzjsRr4w48e5XiHu05w6tgxwok0//mHL/L0RJJej4H//OGjDLQFbnWzbjvcNIJc/bJMpzOohTyiKK7x590M5d81TWNmegaAxsZGRkau0tISpLm5BWl1akqWZfr7+zCbSnrH48eO0dPTw6VLlwgE/OQLeUCgra2t8gAxGY1bRrdEUcDpdPLJT32Sb33zW/yPP/kTHnvfY9x9993baokEQaCvr4/p6Zkbiu4JglCpTDY9PU1nZyfJZJJvfvOb9Pb1cvz4sX13CdiqLbpeIj2dnR20t7ehaRqyLJNIJJicLJVjzmaz9PX1EYvHaW9r4+LFS0SjUQINDQwO9KOqRV588SfksjkQYHh4GJfLWSnu4nK58Pm8GBSlpAns6ixFhCWJ9va2Nf2sFWHdKuq6H8dovUSgWCySSqYI+APk84UKWRRFsdLeXC5HZ2cHiiJjtVq5687jxONxLBYzR48eqURc7XYbBdXL4sIikUiUQMCP2+1eJcsmFGXnt+pmMzF71TlXDwqMRkPlugsE/FvKPFKpFPPz8xw8eOCGZznKybRCPVJWx88YBEGoZDSaDRKKJJJfrbqqajrpvIpBEpHE67Nw87k8V3UJVQQ0jaharPx2eSHBudkohaLOciLH6akIxzrce0h7r+PNiqlIlh+MpdAQOR9S+d65+TpBroHXRWKRy2axmM07JnTVMoOW1hZmZ2aZnplhaGgA52o0shzFlWUZh91OJBLlyJEjFItFBAGOHz9W2V5XZ+caYm632ykWa0voqrdttVp5/wfeT2dnJ1/96le5eOEiP//+nycYDG6pRzabzXR0tJPJZNbYiO1EO1n9uyAIDA8PEQqFyWZzPPGDJxBFkfvuu3dN0tlOtZ07QfXAZm2b1+6jHN202WwcO3aUYrFIsVhkamoaRVYwGBSy2Sz33HM3JpMZRZFRFJ1777u38iAvR+TvuvP4GglLuQ/GGgmdOz2O6/uy39B1nWQqhcFgIJlMEovFaG1t2SA3icXiXLkygqZrnDxxD2PjE1y7NsqxY0ewWK+XTRZFkVw2h6ZpdHV1IkkSqXSa5dWBR2NjAwG/f8uiNblcnkwmjdlsIRwO43Q6sVjMN5wAWF4vFAqRSqVpa2ulqalx2+05nQ5eefkVhoeHbpgga3rJe9lsNmG11C7icqOoa5vruNk40uriNx7s4ZkrSyiyyN+fmuGLP5nkrg4Pn72/G7tJRgckQSAgQkaHQ247xx3Xi+90+610+qxcnE8giwINTlOdHNexK5gkAbusE1MFFEGnwbZ1MbQ3K14XiYXX58Xldm/7kqxFaBRZxma30djUiLWqQlf1i2x5eZkfPPEj3vXOR0gkkly8eImjR4+QSCSIRiIcvuMwJpOpsk5DQ0PNfa9vRzlqdedddxJoaODv/+7v+E//4T/xi5/8RY4dO7bBo7h6G6qq8vLLpzh58p6KPGK7JL8yqiN2NpsNg8HI008/TTwe57HHHsNsNu8r+dtKdlB9LKo1weuXL9uVJZMp2tvbOH/+Am1tbSWZhCji9Xq4MnKVocEBotEYqVSKrq5Orl69RktLC42NDTXbslWbtuvHVtu7UQiCgNPhwGqxcO3aWMWhY31EtRwVj8ZivPLKKTo6OvC43SwvrRBsakKsKuri9/uQJIl0Ok0un0ctFHC5XHg9JecVVS1WrrnSQFCoOLbk83lisRipVJrWVjP5fJ7zFy5w+NDBisXQXghg+VhrmsbExCQNDQ2EwxFMJiNWq3XTa1DXdRRFweaw79p6qdasALqOKApoWu1rcK+4mYOoOupYD7NB5rP3dfGJe9p5dTLCb/z1q6TzRc5Mx+hvtPPew0HOJzJ8ZznGv2v34zMbafd6cFYl8jY4TPzXjxzhuavLRFIFnhtZ5sH+AHbT7VFRr47bHz2NTv71u208Mx6n32vg0Tu7bnWTbkvcdBeLYrHIwsJiTaeFnSQgCYJIYAuXhmKxyOUrIxRVlQsXLtHYGCCXy3HhwkUKhQKRSISe3l4MBkMl6ilJIuFwGLfbgyjW9nOsfnFKkkRnZwef/pVf4Tvf+Q5/9fkvEI3GuP/++zbVRJrNZpxOBysrIYLB6+4du325q2qRV0+dYnR0jAcffACny3lLX+rV2vH1fVlaWsZqtZBIJnE4HJjNZl555RWisRiyJON0OnjyyadIpVKYTCampqZJJpNEYzEaGgIbtr2TdtxsbObSAaWobyaTJRaL0tW10TKntFzpGu7v66VQUDGajKsDL8MG0m80GivuJapaJBqNEotFicfjGAwGotEILpcbRZFZWFxkfm6+pF+Oxenu6a4Uv5EkiZaW5lX7uelK6fKtpBabyTLKyGaz6IDP5+Xy5RG6uzt3dA0eOnQQeZtS7eux2eDHbLbse0Jq9WC0Ti7qeD0gSyIOs4giixU/ZE3XyahFxtI5/svEAp9t9dNXzKHIMi5lYyCm22+j228jpxb5H8+M8afPjfGbD/Vg2IUjTh1vXsiSyM+f7OGxe/RNOVAd+0CQt7OdyufzLC0t4ff7dr3t0lT11suoqoqAQGtrC6HQCi0tzdgdDhwOBzZbKcK1sLCIruuVNmiaxqVLlzl48CBOp2PTfqyHx+Pmox/9CD3d3fzN//obwqEQ73jnO3G7XTXX6e7u4vyFi3i9njVEejdT3ufPneP551/g3e9596rUIltyRtjh+vuBWmR4PYlZWQnxhS98gXgsxvE77yqReaeDAwcOEFoJoek6165dw2g0YLVaCYcjeNwe0uk0kUhkw/Zv58heOVnSbDYRDofx+XybDpQURWFwsL/i3qJpGnfeeRyDQalEg9f3VRRFDAaRQMCP3+8rmeAnEizML7CyEqpUiozF4mhaEYPBSCaTZXFxEZPJhNlswWQy0tffSyqV2hfyFw5HcLtdRKNRcrnsjrT4ADPTM/T19e7a/7zW9kr2g/t/Tdyu11kdb2wcbXPziXva+f6VRaZknT/OJDFeyvAP2wLc47IRCW3ug1+GUZb41MkO/u23LvC7f3MGs0HiF461cqzDvaNiJHW8uSHtwGbwzYybGkEWBIFMJouqqsiyvGsNbhlbkXCDwcBb33oSURQr/rgNDQFMppIMobu7q1IkpAxJkggGgySTCVwu5477AiXCc8+Je/B4vXzh858nEonyvp9/jMbGxjXRrbI8orura9NEsq2Oh6bpjIyM8MMf/Yj3/tzP0dvXy8WLl5lfWKC7a+10yOtBlDdLxir3oVAooMgl54KmpsbKcdU0jYOHDrC4tMz42BiHDh1icXERVVXp7ukmHInQ1tqGKIpbSj1uJxSLRc6fP8/w8BCZTIbW1tY10W9YG5GsluKIoojFsrYceC2bu/XXq91mQ2hqIhQKYTAYiCcSOJ0ODh48gKIoRKNR0ukMy8srpFIpfD4vFosVs8lELpfHZNpYyWmnybLFYpHJyUn6+/sJhUI0NzfXPF+1EIlGKRaL2y63E2SzWcbHJxgaGqxIeuD2vU7qqGMrmBSRf/qOfqy9Tv791AKXCnmciHRbTLsqAGIzyTQ5TfzR06PoOpydifGXv3wnjc4bd4+po443M27K8KH6hWWz2RgcGNiRj/BW26tOfFqPsuWXyWREURQcjlIZXEWRMZvNyLK84YXq8XpIpTNb6iOr91u9/3JVwH/8W/+YYlHlT/74T5iYmFyzLUEoVQ9saAhQKKik05lNX+hlbW/1v7GxMf76S1/irW99K/0DpQhkT08XVktt3ef69fcTtbZb/V2xWKSxsYF3vPMR7r7nHg4fPoQglFweHA4H6XQGn9fL0WNHaWtrY3BokLvuugufz8vdd99FV3fnvrb3ZqKks07idnsoFotkczlsNuuG67PWdbMT1BpMFQoFLl26zPj4OIqiEAj4GRzo58iRIxgMRjRNY3klxPLKCk6ng46O9hKJjseZnp5hZORq5drc6lxu1t94PIHZXLKeKycM7kQepWk62WxuzXc3itnZ2dVS8fuHOsGu41ag9I4QUAwSuiCAABIC2i7vE03TSWTVSh71YjxLPLu/90gddbwZcdM1yKIoYLXdvDKL2+mH1/9d/q/DbkcS967XEgSBhoYGPvbxj/O1r36VP/+zP+NXPvMZ2tpaN+gk4/E4CwuLHDp0YEfetrOzs/zRH/4hfp+fgwcPVr43mUw0NBgZGxunuTmIeR/8ZfeK8jHNZrNMTU3R3t5OJpPlxIl7KqWHE4kkZ86cJR6PY7NZkSSZlVAIl8vF2OgYXq+HUCiM1Wbl/vvuw2w23XZkpRZhjUZjuD0uFhYW8Xo8+6KLXU8ec7k8c/NzOB1OHE5HSTpkt6+RZZQr8AmCTHdXJ/F4gnQ6TSIRplAoYLFYCAaDjI6OkcvnsZjNzM8vkM/naWxsqPhJV7eh1kxBLpejsbGRWCy2Wohl7WNjs/VAp729rTJ7tFNsJuUxGAzIsrxvEenyvur64zpuBXRdR9UhVdTosRgp6vChRje91t15fUuiwHsOBXlxLMRKIofLYmB8OUW3f/8KiGiaTjZfAKEuSarjzYMbJshbvVg0TWNycpqGhgC2fSbJW2lUt7qBq6PAiqKwtLREIBDYE8kRBAGPx8PHPv5xvvud7/AXf/7n/MKHfoHBwcE1xMPv9zE3N8fs7Bxtba2VNtbqQyKR4PHHv8/MzAzRSIRkIlHRUpeXzWZzXLs2ysBAP4qi3LIHlq7rXLs2iiiKLCwsgiDQ3Bys9MvpdNDd3UUoFELXdBLJJOlUiqHBQRbmF3C53ZgtFhLxONlsZo30oLz924G4VB/fTCbD/PwCAwP9zGXn6e/fXaGSrbat6zqpVIqJiUmy2RxGowG/z48sSZUiN7UgCAKKouD1eiplwjOZLHPz80xNTRMOh5mZnqGnpxur1UI0GmXk6jUkUcTlcuHxuDEYDJVod/VxL7tr6MCrp07T0dles/21zpUoivT2dG8qz9ntcRJFkZbWVsR1A9sbuU7qL/s6bhV04GtLEaayef72jh4skohFFJF2eSkLgsDxDjdf+bV7SOeLxDMFPvfkNYq6zn29PgqajsOkIAp7my3RdZ3nLkzxuR9cxCgLfPyon6666UEdbwLcFIlF+aWjaTq5XA5RXOute7Ow1XR2rSlwURSYmpomGo2uIaA7IdjX/waLxcyjjz3KAw8+yN/+7d/x05++RKFQWKNB7enp5srISGVf6/dTjsZ+5zvfRUDgX//rf43FauXFF39SiZiV+9Df30suVyLJxVXD+ddbdgEQjUZZCYVoaAgwNTVFd1fXhoFGsVhkaGiInt5ustkswWAz2VyW7u4uAn4fc7OzaLq+IRq+k3PxeqMsN3A4HaiqisNh33Xy2fr+aJpGQVUpFArouk44HEGWZQYHBzhwYBir1bJm+Z3INkRRLFVA7OnmwIEhjh49gslkRNd17HY7fX29tLeVyognk0kmp6YZHRtnampqNfFPW3P8RVEkm8kgiAImo4lEIkk6nSaVSlEoFIjFYuTzpf+urIQqEoh8vsDc3Fzl+ruRe18QSpZ2ba2tuyqastt91FHHzYSu64TyKq/FUzy+EuOJlRi/09FAg0HGIUvIe3QUEAUBj9VIi9vCYJODf/qOfr780hTv/cMf874/ep7PvzCBuscE13yhyH/+wQivLBV5fk7l1FT0tnou11HHzcJNTtIrkcdyktx6gnrj29+704Gul3xam5qaOHPmLPecuAeT0bjnF7nBYODee+/FarXyja9/g0g4wjve+Uil706niwPDQxX/2vX7KRQKfO+73yMRT/CBD74ft9vNRz/2Mb78pb9maHiQvr6+NYR7eHiIaDT2ug081pP5YlHj6rVRujo7KRaLtLS04PG416wjiiI9Pd0sLCwyNzfHwOAAPd1dRCJRMukMVpuNkydPYjabbqlcZKfQNI1kMknA78dut1UqHe5Ej1v93+pthUJhkqkUjQ0NeL0empuDFceL7bCZlr36N0mS8Pm8iKJAPp/HZDJRKKhMT08jyTIWixmT0YQsy0QiYcbHx7HZbLS0NGMwGFhcXMLlcpHN5hBFkWeeeYZsNofdbiOTydLQEGB5eZlAoIGLly7idDp55O1vw263k0wmOX/uAk1NTRuSGHeK9dHnxcVF3G73jpNr66jjdsJoOsdvX55iPJNDEQT++3AHrSbDvj6/BUGg02fFapQZX0kD8MfPjPLoHUF8to3JuttBR6dQ3JhIXEcdb3TcNI8PXdeRJInW1pbK9G0Z+/0w2I6kbPV7MNhEd3c3AmuX2UvUVVFkjh8/xoc+/CGef/7HfP1rXyefL6y2AYLBIIpi4Nz5C2sSjQqFAj/+8fPMLyzw6GOP4vV6EUWRO+88Tl9/P1/+668QiUTW9MdkMtHY2EA+n+cnP3mJbDa7pi37/RBbf/zm5+fRikWam4P4fL5NS0FLksTMzAxXrlxBEkWy2RyJRIKRq1c5f+48gYAfp9NZ2cetjuLVSpgsty2TyRAOh3G5XJhMpookZLPkxVrb0TQNTdOYnp7hwoWLyLJMe1srHk+pkM5OyXGtdm+FVCrNykpo9dox0tfXS7CpEaPBwNzcHBMTEyiKgebmZnw+H7Isk88XGB+fYHl5GYvFTF9vLy0tLVitNlS1SCKRYGp6GoPByMrKClpRI5lIkslkEQSBbC5bKRB0o+e1Wv6RzWbqL+k6fibx+EqM0/E0oUKRUEFFu0kyMkEQaHRcr7CXKRRZjGcpajqpnEpxF9FkoyLzD+/r4FDAwNEmI8MNllv+nK6jjtcDNy2CXH6Z7cfLcb+wPhJaLj/d1tZKoaBWyvOuT1yqXr/6v7Ve0pIkcfjwIaxWK1/4y8+Tz+d576PvxW63IwilAhHJRKKiR9Y0nVOnXl0tY/0+GhoClX0YjUY+9OEP8Qe///t8//Hv84EPfqAypV9ug8FgwO/3cfr0awwM9ONyudb0cz1p3aztW52j9cum02lmZmYYGhraYKG3fnuKotDf38/KSoiGhgYWFxexWq1EI1Ecq8fkZwHla7m1tYVCIb+arCbVnHFYf5zz+QLZbIa5uXl0Hfr7e2lsbKgkylUPDPaDSFZ/Lp87l8vJtdExmpqakGUJg8GAwWDA6XTi8/nJZNIVT+poLIbDbqegqjz91NPYbFbuuvsujhy5A0EQOHbsCK+99hrZXJb29nZGRkbo6upiaGiIxcUF1GJp8Gcymujq6qx5Le4VDqeDaCRGjWKYddRx26PRWNICazq4ZRnvTZILAXz2vi50XWcxkeVgs5Pff2IEr83IdDjNcNDBbz7Ui8O8fREfQRB479293D9csndcXpy/aW2uo47doOzOdLOCazdVYqGqKgsLizQ2NmxKpG4VNpJdjfHxCRobG2lqarwhZwJBEOjt6eEzv/YZ/sef/A/y+Tw///7343I5MRqNDA8PcebMWWw2GwsLC7x2+jXe++h7CQaDa4iVrus0NAT46Mc/xpe++CU6Oju566471xB4URTp7OzAYrGQSqVxOByAAOiVAcD6Pt8INK10nBwOB/l8nuXlZXw+36YETxAEVFVlaHgIp9OJ3W7nzJkzWK0W/D7/ppKW2+laKR/Dsgzk7NlzHDx4AEmybFim/FnTNARBWE1UnSSTyeJw2mkIBJAkaY3t4HbYy7FYv47FYsHn9aJpRQRh7W0vSSI2W0ky4vf7SaVShEJhJkdG6OzqZGlpqbJsW3sbFrOZgYF+BgYGVtfxrdoZFggGm/D7SgV53G7XvpHj8nbcLheSWHtgshdUDyJul6TQOt6YiKtFTsVT/GKTF7ss8Ra3bdeOFbtBo9PEv3l0uOz+xtdeneH/+Oo5CkWdVybCHGpx8XOHmnZ0zQuCgNNeSrRfvmktrqOOnUHXdS5OLvFXP5lEFgU+dbKDnmbfvj+/bxpBLhO8SDSCz+dF2WW52RvBXjXE3d3dnD9/AavVuiONYy1JQfmzIAi0trby6V/5Ff6/P/wjVFXl47/4cSwWCzabjQMHDjA3N8cLz7/AAw8+QFtba812i6LI0NAQb733Xr7+ta8TDDbR3t6+Zj+CINDUVHJTSCQSTE1N09HRXqm4VqttO8V6/WwkEiWTydLX18vp068xODiw7fYaGgI0NAQQRQFRlDh06CD9/X2YzeZbQkg2I6Y7aUsikURWZEymjZZ0xWKRTDbLyvIKqXSa5mAQh8NOS0sLiqIgy2vlE7W06DcL5fLT6yvRrT8Wolgiy6IoEgqH6e/r4/nnn6evr4+ZmVlGR0ex2+2AQLGo0t3dRSQSqfiPLywsVKRV8UQCs8mM0Vh7RgZ2f6+KosjIyAjDw0PYbLYN293rsayT4zpuJnKaxp/NLGOTJH63oxFFFBC5+bkjQEVmEXCYMCkShaJKoagzE0mjaqte9pqOURHr1ffq+JmAqhb5998+zwvTGRBgfiXOf/+1B/a91PpNrTMoSRKyJFMolKZcb0dnArj+IClVJhtGUWp7rW7lCFErxF+O7v7Sp3+ZU6de5at//7WKu0WxWOS5557j7nvuoru7a83217dLURQefvghurq7+Pxffp5YLLbm9+rlLRYLDoeDU6dOMzU1XUkK3E0iWa1+CoJAoaBy5coVPB43S0tLOBx2fD7vhvauRzliWoaiKBUS9nqTkr1ee3Nz86TTaZLJJE2NTWsK35T/zc0vcP78hdIyTY3YbFZEUcRsNqEoW0tRbjZ0XUdVVWbn5sjn8zXbUd2Wubl5rBYLkiRx8OAhnE4HPp8Xm81GNpslkYgzMTHB7Owc09MzhEKhSqGeeDyOruvMTM+Qy2U37OtGkcvnSafT++LQcrs9i+p4Y0HXdTRd5+8Wwsxk8/xmewNGUUC6BfkWx9s9fPJEO/2Ndt57uIlzszF+7/HL/J9fO8c//NIpfnBh4aaUcq+jjv1GvqASzurogK7DbDx3U67dm0aQBaFky1Sa/jffNuS4OqmvOvGn/JvT6UQQRF577Qz5fH7T9m7Vj+oHnyiKDA4O8v4PvJ9vfP3rXLhwkVgsxte+9jUOHDhAT08PIyNXyWazW27TarXygQ98gEK+wDe/8c0KQVifpCjLMi0tzRw+fJBwOMzY2PgGErHXcyBJIgMDA/h8XhYXl+jr79tUirIZKa+lt70dkvO2Qj6fZ2l5mUKhQCQSwefzoaoq0WiMq1evsbISQtd1fF4vdxw+xODgIB63uzIoqDWQ2ay/ta7PnWCzdao/S5JENBKptHd91LX830KhwMLiIk1NjUSjEVpbW0qDXVlGlhXuuOMwZrOFVDKF2+3hyJEj5HJ5pmdmCYXCBIPB0nErFIhEoiwtLZHJZFBrWBJW/71TwhtsaqJwA9X0qvdTLBYrFnt11LFf0HWdvKaRLmo8GYrzbCTJ73Y0YpduXU6OSRH57Yf7+Mqv3sPvffAw//djBxhbTvE3p2Z48soy/+8PRliIZyuk/kYHn3XUcbNgMRv54EEfbkXDZ9T4pZMdGOT9p7M3RWJRraM1GIykUkksFsuGCly3G8qE02g0YLfbOXfuPMPDwxiNe7fhEYRSxbO3vPUt/Pi55/jOt79DV1cXnZ2d3HnncRRFwWg0cvr0a6vEw7zpdK/X6+Gzv/4P+G9/8AfY7Xbe+a53YTJttO0RVwtAHDp0EFUtomkac3NzWCxWHA77nvXgkiThcjk5e/Ycfr8Xq+VnJ5t5Jw/6Wsvouk4sFsdmtRKNxjAaS8e7XFrc5XbhdDoqkeJa21ovc9lLu2ttYzfHvrysz+cjFovVLBddva++3l40TSOdzmK1WtB1HUmW6e3txmazEQw20dgYoKmpgdnZedrbWzEaTeir2muA5mAzJpORyCopV1UVj9eD2+XCaDSucexY37etkh8bGgLkVt1hbgS6rrOwsEhx1Y2ljjr2C9fSOf7NtVlmswUMosB/7m+lyajc0uelIAgosoBbLiV6y6JA0GVazViB6XCaZ0eWWUnmOD8X5wNHm3looGHXhUvqqOP1wCceOsDbjnQhCNDktu5LRdv1uGHGutmLrBrT0zPYbLY1OtvyepvJFV5PVGtBy24FHR0djI+Ps7S8TEtzsGabdpMAZzIaaWtr41vf/CY9vT2cOHFPxf6uvb0NtVhkYWGJjo62LbWpwWATv/iJT/C/vvIVDAYDD7/t4QppW4+ytEHTNERRYmJiYlUf2orXe70y23bRcF3XWVxawmK2kMlkKBQKO9Ieb4XX8xzvlZxqmkYul+PSpUvIsoyqqtxxxx0oikxHR3uF4O1GOrEX/ff6z3uFIAj4fF5SqRTFYnHTAassy/j9Pq5evYbb7arkDxgNBkyr11ow2ISug9lsoqenqxKJbWgIVK4Zq82CxWzGarWQTCbJ5wuk02nm5haA0oyE1+upDJ43I8Trv7NYLKhqgmKxeEMyHU3TiCfi+H0+4vEEVqtl03upjjp2iqKu8zcLYZ4KJ9CAJoOC9RZGjjeDLIl85K42JlbSxDIFTvZ4+eqrs5yajFDUdc7PxuhrsNPithDPFrAbZWTppqoy66hjRxAEAYMi0x5w3NT93NSQrq7rSJJIU1MjFy9eJhAIYDIZb7sHRS0oikxXVyfFokYqlcZsNt1QBFxVVQRR5IEHH+Rd73oXVuv10tuKotDb072m+h5sJAhlMjY8PMRj73sff/93f4+iKDzw4ANbRoUFQSAYbCIQ8BOJRFDVApqmkUgkkCQJs9mCINQmb7quE4/HuXDhIkePHGFsbIxgMLihgtz6tt5oMtbNwlaDmnIFuXQ6jSCIiKLAhQuXCEeitLW2ki/ksdtLxUHWJ51uF+HdCYmuNaVZK/ms1uByq+O7dkbHQHt7W83Rtq7rFAoFkskUNpuVVCrF0NDghm1nMlme//EL5PI5HnjgfkwmE1evjrK8skJ/fy8Bv59UKs21a9dWZzFUlpdXKKgqdrsNq9WKoiishEJMTU+jKAba21rXFIvZKmlO13Wmpqbp7OzYUwn78rHLZDJkMlmsVhunT59maGiwTpDr2BeIUHGPMEkCsnh7PP/WY6jJwZ988hg5VcNpVvjvT43y8kQYgOVEjm+8NkciW+DVyQhDQQe/+0j/LW5xHXW8frjpmgdd13G73fT29pDLZTedhr6dUJ0cJ8s6V65cQZYV+vp6d13mtqxzfOWVU+RyOT79K5/G4bBvWE4URYxGI8VikYWFRVwu14Yyw2VIksTRo0dRCypf+PznkWSZt7zlJEajcQ0Zqu6PruvIskwgUPJZLq5GrEdHr9Hd3U1LS0ul8EU1MSkWi4yOjtPW2koikcBkMtHS0rxhJmB9n3fy3U6wU633dstWr6NVyQDKyGQyhEIRwuEw4XCIjs4OmoNBfH5fZWDhc3hqEssbJf87aXc6nUbTNMxm866nktZvX1EMhMMhXC7XmuRJQRAIRyLEonEEUUAQxA0DgRKxTHP5ymXy+QLHjh0lEokSi8UI+P1EwhEaAgGSyURl0GYymejs7CCfzxOJRpmcnMRstuB0OvB63EiyvGY/mUyGXC6/mtyobOivIAioakkPXosg1xo4rD8GmqaxuLiEQVHQV6mMxVL7fqujjt1A1XVUXecOuxmTKPKpZh+tpt2VpH+9IAgCFoOMxVC6R951sJFnry4zF81wstvL1cUE3z03T1GHMzMx7unyMWCFaDoPgoDTrNSdL+p4w2JfCPJ2L/iybrC8bD6fX3353l7eyFCb7AwNDXL+/AWuXbtG/xaJaeX1q49Hsahx9uw5RkZG+MhHPlKpGrcZRFFE04qcOvUqhw4dxOVy1myTLEvcc+JurDYLn/tvnyMSDvPOd74T6yph2IwYlCFJEn19PXR1dbKwMM/CwgLNzUHi8QQmkxHLqoPB7Ows4UiY9vZWTp16lePHj5PL5clmMyiKQrFYRFEUDAYDqVQKg8GArkOxqGK17l4XtBvZyl6gaRr5fJ58vkAmk0GSJNxuF6lUhmJRpaOzneHhQcTVqn/hUIiOjg6WlpZoa2u7ae1aP4AotbOAwaCg6zojV68xNztLW1sb/f19N+grrjM7O48sy6u+2dcHDpFwBL/fz+VLl2lvb99w/koDPo3u7h4ymVJFO6fTwfT0NNFYFN+qB7Lf78fn81fWLyX4yVgsFpoaG8nlcoRCYaanZ0in07S2tuJ0OlAUhXy+wNLSMolEHJfLhdfrxWg0IsulREFRFGluDhKNxvY0SCpH6tPpNO3tbWTSGTo7OzfMitRRx26h6TrfX4mxmFf50uFu7JKEJPAzQSIFoVSi+i9++U6SWRWP1cDzoyGeGVkmnlXRgW+8NsuUV+MHj8+h6fDrD3TzyHDjz0T/6qhjt7ghgrxZVLD8Aqqlz9R1nZmZWcKRCN1dXbjd1yu/bRWVvNnYilDKsszw8BDJZKpSuWUnJFnXdcbHx3nttTM88MADG7yVa/VXEARaWlqRZJmFhQVsNusaMlRNwEVR5MCBA/yDX/91/uoLXyAajfL+D7y/Uk2v1r7Wf6coMi0tLZXp9UgkQiwex+Px0NTYwPe++zjT01Okkin6+npxOBxcunSJy5evUFRVjCYTRoMBj9fD3Nw8FosFTSvpUe+88841yWBbJZxVYzO5xk7IUPW6ZclEWasqSRKpVJqJiQm0VS2rz1uKCnu9bnw+z5ptpdNpRFEkn8/jdDm3JVD7oS/WtNLU/+zsLLlcjt7eHkwmEweGh+jp6ea1186QTKZ25NO9VTt9Pg9LS8sVgqzrOqlUing8Tnt7G42Njfj9vjXtK9/PbreLw4cPoek6gUCgZGfY1UkkHKE52ISulyzlSudZ2nDtlhIazTQ3B2lqaiSVShGNxpieKfXZbi/lK4BOIpEgHA5TKBRQi0V8Xi9OpwOPx4PVaq1sb7cou8ZYLJY9b6OOOqqh6zrnkxm+uhDh/+oJ4pb3Vjb+VuJ6RLlEDe7q9PCZe7t4+soSd3Z46AnY+OJzVzizmAPgT58d53iHB6/VQDpfZGIlRcBhwmfbe2J7HXXcLrippaY3IzRtba3IssTMzCwmkxGDwbBmqre87O1wg5XbYDAYcLsVlldWCIXC9HR3bZpYVMbCwiJPPvkkJ0+c3FT3WQuiKBBsaqIhECAcjpDP5wkGmzZUxoNSJPiOOw5jUH6FL/7VF/mLP/8LPvqxj1UKh+ymn0ajkb6+XlRVLUUtr4xw8eIFQCAcWqGr6xFEUaCjo4N4PF6KOEaiTExOUlBVFEVmfHwcq8XC4NAgyWQS2FgTeKfSmp2S6PU2YYIgsLISIhqLIggihUKB5mATDodjNamsuzJ1X31Oqol7iTyZ6e7uBnSsVktNor9VW3cb3VRVFVUtMjk5CZTuk1JEXkeSJKwWC8eOHiWdTpPP5ytJnnuBy+UiFotTLBYrVf1CoQhOpxOTyUR7e9umgypZlivXV/mYBQIBAv5SxFjTdcbGxjAaTHR1d27aBkEoWUHa7Q7sdjuqqpJKpYnH44CO0WjEaDRis9lQ1SKJZIJEMkkkEgFgeXmZ/v5+AgH/pvvY7LzMzs5hsVhIp9OEw2FaW1t3eQTrqOP69ZXXdcIFlT+cXOSXW3x0mn82cm22g0kW+Y0Huvmlkx2YDRJFTSe0MMPZxRw6MBFK8W++eYHjHW5+fHWF01NRAnYj//kXDjMcLA++2TTHpY79R+k9WPpcP+43hj0T5JWVEKFQaDWTHwQEEEoRME0rIooSkihisVrw+XxrPGEVRaG1tZVgsIiqFrl48TJWq4Xm5uAaHe3thPKD0OlwMDMzy8jVa/T2dNeMKpYS2xJ873vf44477mBgsL9CxHbTN0mSsFjMXL16jWw2S3t7W01SLkkSBw4e4Df+0W/whc9/gT/83Of4zK9+puYUeS2sJ36KopBKpVhYXOKDv/ALLC4s8tZ731Iha8WiCoLA4OAAP/3JS5jNJgYG+jl/7jwmkwmL1crs7Bxut3vTfe4kKlw9C1FNfsvyA0UpTbeHw2HiiST5fA5ZKkXEM5kMiqzgdrsxmowYV8lkeap/JzCbzZhM+6OT34wc67pOMpliYaHk7NDe3kZ3d/eqlEDYQMKNRgMzMzOsrKzQ29sDbIzI7+QaM5vN9PR0rzm+yWRytdqetukxWj/bU/6ubBUFpcpduWyOfL5QeTluhdLvpXPjcjlxOq/LPnRdJxKJEg6HMZlMWK1WrFYL+Xye2dlZJicn8a7OAmSzWQwGw5b3mq7rlYHd4GA/KyuhmoP5OurYCXTg87MrfGkuREbT+IVGD291298w15MgCMiSgMO8KpUSdQ4EHbxzWEEDfvHudjxWA19/bZanrixT1HTCqTx/d2oaj7Wbr746w4ujId5zqIkPHmvFIG8M8rxRjtXtAF3XOTe+wJ89eQmbUebX3nGINn9tmWYd22PPBHl5aZlz58+vVsuTEERh9eWjV6rQiaLA8vIyd955J3fccXhNBLQcvVMUhZ6eLsbGxnnxxZ9w4sSJirfvrbiRNnupll/WBoOBA8NDzMzMks8XkCRpwws5nU7z+OOP09nZyZEjd1TIxmbt3yyhTdd1bDYbx48f5crICKOjY/T19a4hNeX1BaEU2f2t3/4tvv61r/P//N5/5gO/8Avcc8/dm5Z03kxWUiwWuXZtlJ6ebux2O8PDw2um9EVRorenB6vVSm9fL8fvPI7ZbELTNDxuN2qxSDgcJhhsIhqNkc1mKnrXEvlOl64RoRSZN5tMZDIZstksmlaa7rbbbWSzOQqFPKIo4XDYyWSyLCwskEylSCaT9Pf1rpJwAavFgtfjwWBQMBgNtLa2rDk2mx33WtdYNQHM5/Moyv74l64fFOi6zvLyChcvXqKlpZlgsKkyANrqfLW1tXLp0hUymWwlsXIr1Lq+dF0nl8sTCoVoaWkmnU6Ty2VR1QJjY+P09HTvelBXLaXweL1EolFKFKK2m8dm9/d68t3QEMDj9ZBKpVhcWGR8fIKGxgDd3d0sLS1X5BwXL17GZDbhcbuxWq2Vyn7r2x+LxbDbbZjNZlKpFK2blHmvo47tMJPN89+nl5jKFhCAvKbxRr6SBEEg6DLzXz8yUHp+r9rXWY0yP7q0xPhKCqMsMr6S5nf+12ucmopQKOqcn4vR4bVyT7eXQlHjuZEVJkIp3tLtY6DpjTOguNXI5lX+9TcvcHo+i4BOPPcaf/Dp+7cNUtRRG3smyINDAwwODWybMX7t6jWeevpp/H4fLS21pzHNZjPDw0Ok0xlkWSKXy5HJZLHbbWte0rdadlFugyyXfHDzhQIjI1dpamrC5XJWEhCfffZZjEYjJ07csyY7f7ftLw8ojEYjB4aHyeVKlf0SiQRms3kN8a5EuJ1OPvThD9PU1MS3vvlNLl26xKOPPUpzMFgz4aoWlpdXCIcjdHV18tprZ1bJUikaHI/HefbZ54iEIxw7dowrIyN4vR5MJjMjIyO43S5MZjPT09MEAgEKhQKh0Aq6DpIkY7FamJ6eIZFMIgBer5f29lZWVkKsrKwgiiIWixmDQWFlZYV8voDNZsVut6EoMl6vh0DAX0kMFAQBj8e9gVRpNcjWemwnechksly6dInh4aEbSuCq3o+qqiQSCTKZLIGAH6vVwl13HV8ziNmMOJa/NxgMtLTU9uZev/5mem9RFDEYFBYXl7Db7UxOTuJ2uwmHI1gsli3J8WYDi+r9BwJ+DMaNVoDVy++k/eW2moxGTEYjHrebbDZLPB4nGosTj8e5cmWEjo4ODh48QDpdkmjMzJSS/xoaGrDb7ZjN5krBH1lWaAo2EY/HSafTWMx194o69gYBKtPZIiALbw4tu0Fe6+vc5rXwnz5wkKdHlulrsPP2oQb+5uVpXpksyaHS+SL//elRvnd+HlXT+cbpObJqkb4GO//zU8dpcV+/B3NqkdlIBkUSaXKZkG/z/ABd18kXNbIFDbtRRhAgW9BQNY1tXjH7jny+QCRTClDqCMwn8qsuPXWGvBfcsAZ5u4hQV3cXiWSCZ599jve977GK/+/66CdQsTUrla2dQVVVWlua8Xi9t/T0bqY9VWQZs9nMlZERujo7cbmcvPTSy8Ricd7xjkf27KlaiziIoojJZETTNGZmZlFVlfb2dhwO+xrdLJSKNzz08EO0tbfxd3/793zuD/4b73r3uyvR5M2m4wVBQFVV5hcWOHBgmJmZWaw2G35/oLKM0WikvaMDXYdUOkU6lWJ+bpaHHn64orMeGbnK7OwsyWSSzs6ONVXKdF1naHVgVT1gaGtrpa2tdU303LKuUp8kSWsGHOuP0/q+3AjKAxFgW8eIreQT1Z/j8QSTk5NkMhmaVjXl1X7YO227IAirZDaMosgbrNh2CkVR8Pk8RKMRZFnB7XZxbXR0jb54tyj32WQyYVOL5PN5TCbTNmttjerBsSAImM1mzGYzgUAAr8fDzMwsyVSKTCaDwaDg9/tW++ZlaWmFpeVlikWVAwcOYDIaMRgUIpEkCwuLOJ2uDfkPddSxE+i6TkbT8RpkHIrEsNXMh5o8b0oqIgoCxzs8HO+4nuj8nkNNnJqMcHYmxgMDfn75ZCdLiRx//uMx0oUSibu6lOQ/fe8yB5qddPmttHut/ODCAn/63DgWg8S/+rkh3n2wac2+dF0nki7w07EQHquBO9pclWOu6TrRdIGipuOxlizo1nOUbKFILKPiMMmYDRsTKfNqkUROxWaUKxHyMrKFIqNLSWRJpNNnRZEEFuM5fv+JEabCKd59sIlj7W4+9+Q1ElmVh9sNPHqnBcvrFNyzW8186I4G/uqlWQyywC+daK87jNwAboqLBVx/uUqSxMGDh0gmUzz77HO87W0P13yhV0elLBYzA/19zM0tMDNTKpFsMpnWTBPcqkhyNVkWRZH29jaMRiOxWJSlpUVGRkZ4xzvegcvluin7liSJnp5uxscnmJ6epq+vt6aEQ5Zl+vv7+Ue/+Y/4zre/w9/8zd9w4fx53vNz76GtbfOEQVEU6ersQBRFZmdnufPOO5GqqicZDAaKqkpHezs+v4+XXnoZSZJoaGggFArR39/HzMws7e3tG45X9WCo1nR6+e/15LmMnSb3rd/uduvVupaKRY3Z2Tk6OjrWlERej+0SCfP5PLFYHIfDQS6Xw+Px4PV6MBqNe3JOqL5PlpdXVnW7rm37s9m2gsEg0WiUhoYGIpEouqavKdix1brbIZlMsri0xKGDB3bV11rnrvY5KjI6OsrMzCwWq4XZmRlEUcTn83H12jUefPABNF2jv6+PXC6LLEmEwxGefvoZwuEQsizzoQ/9wgatdx11bAlNQ08miRQ1fn82yj9ub+BtXgeiICDx5tXUru+3z2bk//3QHWQKRawGCUkUaPda0PVOLszFiaQLHGtz8YFjLYSSec7OxPja6VmeurxEpqARyxT4Lz8YYT6WwWlWcJkNuK0KDpPC//P9Kzx5ZQmTIvEv3z3Iu4b95Is6z19d4fe+f5lkTuU3Hujh/UdbEKqe0fFsgf/wvUs8fWWZE91e/tV7hvBYr890JXMq/+1HV3nu6gonurz89tv7sBklNL2UX/VHT17jL14YRxJFfuftfTzYH+CLP53kb09No+lwZTFJo8PIxflScCUZhXNLeR453Pa62OEJAnz2HYd4zx2tGBWZgOfmVpp7o+OGCPJmU8KaplWiMrquoygyd911Jz/4wQ+5ePEiBw4c2DJqIwilRL62tpZV9waBZDJJLBbF7/dviMyu1+Oux41qmbciQYIg0NTUyNTUFN/5zne59957cTpvjii+3E9FUejt7UFV1dUktQi6ruNyOSuOBGUy6nI5+fBHPsTRY0f4ype/wn/6D/+Jx37+fZw4cc8GT+ZyP202G+cvXKSruxuHY60+TBAEenp6MBoNFItFHnroQdxuN3a7nQMHDmC1Wnj72x8mmUzR0BDY9tjV6l/5c63I/WbneT8ixtXIZjMkEnHsdtumy221z1QqzdTUFNlcDqvFgsPhqNim1Yp074b8Q2kg43Q5WV4J3dD1ZjQacbpcyLJMLBarDAhuFIJQKms9OjpKOp2uRMr3U8tdLBaJRqNEIhHSqTRut5tUKoXP52NhYZHFhSUuXbyExWSiq7sLgNnZUoKjqhbw+XyVwcCtlm/V8bMBXdfhzBly/9vv8Id338+hA8O87YPvxXCbywBuBQRBwCALGOS1x+bODg9f/MzdzEUzDDY5cJpLATNNh0S2wG986VVeHA0hCgK9DTbsRoVIusBkKE08W2A5keO5aysUijqFosp/e/IqT19ZBDXPtXCBa8spAP7LD0aYDKWRpev39VQ4zbfOzFEo6nz7zDzo0NdgRxBKUfCZSIavvDxFoagzvpIiminQ6DCSVTWSWZUnLy+RzBWBIn/wo6v8ZCxEJJVfI6XQqj7PJHSuRJY5s5BhKOikzXNz5VyCICAJAu1N3pu6nzcL9sXm7ezZczidDtrb25mdnWNifJy77r4bg+F6gozRaOTee9/C449/H5vNTldX546mkuVVL0mTycjycoFXXjlFW1sbwWAQaXX6Y7fkYj9fhrqus7Kywg+f+BEPP/wwDqeDS5cu09PTvWmRj91gqwi9oigVx4HJyUnGxsbo7OzA6117c8iyzMDAAP/kn/5TfvrTn/Ktb3yTHz/3HI+97zGGh4crFcRmZ2crmt9oJMpwjTLDgiBgt9tWJQNxwuEw+Xwer9dDLp/j8uXLdHd307aDxKftZh9q/b3fJKbW9jRNY2l5me7uri3lC+slFKlUikQiicvlpFDIYzSWyjqXZj82Rin32pfyej6vF4NiqPnbTpHN5piYnMTtcpFMpujt7dlUUrSbtpUHct3dXTW3s9d7sPqYi6JIY2MjiqLgdDqYnJxElmXMZhMutwtRFMik06vJgiXv40QixaOPvpeXfvoSA4MDlQFlHdchlE6MQJUxia7r2upvIqDrb8KDpus6L8dSWP7r53jN6iaVy/G//fPfwXDvndDRcaub9zMDURRo95bkFNWQBHCaFf7to8P8r5ensRplPn53GwGHqTSrCBQ1nUy+yD/52zM8eXkJoyLy2fu6uK/Hw9j0PH97McnocgodcFoUBpscawiyURYxyhKFoopBFmn1WGj1WChqekmekSmsPpd0RAFa3WaOdbgxKxJGWSKayfOjS0uIgsB7DzXxO4/0E88U+IMfjTC2nOK9h4Lc2enhD340wtmZGKKaRSyWItOZfBFN0ysz4fUB+e2PfSHIL77wAuNj4/yz/+OfEY1EOHPmDEeOHllTKU8QBJxOJ3fffTenXz2Nw+HA5/NWftvseVte32Aw0NnZgcfjJh5PUCyqCELJ5ms7HfTNQHm7yWSKZ55+lu6ebgYGBxAFAUVWuHrtGu1tbQQC/pt6I4iiiNPpYHh4iHA4jKoWK79pmrZmattms/LQQw/S39/Hkz96kr/6/F/R2NTIe37u5+jq6mR8fILOztJ/DxwY3lEkUVVVQqEQuXyeV14+xeTkJC6XC5/PWynpvJmcohZuVuR9p9D1UsGUcCjM4cOHNl2mvF1dLxX2mJtfYGlxCbfbhdvtxul04nK5dkwy99LvkkewVonQbiVbWd/2MhYXF5BEkYsXL2IwGHdsgbdTBAIBlldWVi0Ldx892artsizT3d1NY2MjTmfJS7m0Hyt9fb1YzGYaGxuR5ZLTTDyewOf34vP7aG5toaOjfcM+6gDg/wAywHNAL9AjCMJ3gDTwAWBREIS/KJPmNwvmcwX+z6uzdLb1oXbK/Ls//D1sDhvsMQegjo0QBIGegI1/+Z7Byt/l/wqAKAnIJoF///6D/GQshMdi4Gi7G1EvImUt/O/vasVpVkjni3zyZAfH29cmcOfUIiZF4oVrKxzv8PDJkx2YlevvuVRORRYFXp2McKTNzWfv78ZqvP5M/P89doBj7XOYZJH3Hg7iMMk4TDL/7n0HyRSKOEwKogD/9cNHuLqY4GsvXOTCch5VVPiTZ0aJZvK8+2ATj93RjCLVnzu3O/b8NqyOFDkcTlLpFE/84AkOHT6EINTOgBdFkdbWFhYWFnjppZd5+9sf3rE7QDni5HK5KsQjEolw9eo1+lbtvl7vF10hX+Dpp5/CYFC4++67kMSSJ3RDQwCDQVn1gd3fqdvNtiVJEn5/qWBCmUhMTc0QDofo7++v2IEJgkBraysf/dhHOXrsGD/64Q/5o899jkCggbfc+1ai0Vil/PJ6/fD6djidpepyXq+XSCSCoig0NDQwPjFBT0/3Gu/rnyWsrIQqbiXVKGuji8UiyWRyVVPspVgsYjGbGRjox263VdarPm6bRVHL2OsxyuXyzMzMMFQV7d/pdlVVZWFhkc7OTubm5ilqxcqgpnr9vUSSy+0QBIFcNsdcIkl3d9cNR5HXrz87O8u1a6NYLGZ0HXRNI9gcZHJykt7eXqampjCbTRw9epRYLIbL6UIrFunt6cZoNNaU9NSBGfgRsADcB/wJ8AlgCfh74CFKFYDmAQRBaLVarX3xeLxSxGUzpNNpotHobVW5sDzI3a7tc+kcyVSKZ95yP7/zja9Afx/R3/h1MJlgm3X3gmQyeVvOcGQyGaKrszK3ChLwltbSOy2TjKOqasm1xm7nnz3Uhq7rSKJQs53vG3LxcwNOZFEgm4yTXff7Lx0P8KFDHiwGmXw6QT59/TcT8OFDq4mIhTTRaHrNuvHc9c/tdvjIkQCqqHBlOct//ME14nlYDkXocYq0e2+de87tcA7XI5fLkUqltr0P9wPlBPztsGeCXH3TGk1G3vvoo1y5fIVTp16loBbQtNo3tSzLHD16hKeffoZXXz3NXXfduaeXU5mgNQWDXL06islkpLOzo1I6t1Y7d9uvraCqKq+ePk0qmeaRR96+qosu2akIgoDH40EQBAqFAjOzs/i83h0lP5X7tldUkw6fz0symeD06dew2210dnZgt5dcLwwGAwcPHqCnp4dXXn6Fr3zly3ztq1/F5XLzwQ9+YLVSmxFR3Dw5Tdd1vF5vpeJbUS1y+fIVuru6NkT2d9sHuDnEutb5XU+6CoUCXV1dG2Y2crkco6NjZDIZTCbTqr0cTE1NY7GYuXTpEkNDQ5jNZiwWM5qmlY5LsVQQx7hqe3aj0orqfphMxsq52O1xK0eeHU4HbW2t5HI58vn8jq/TnbbX7/dz7tw5GhsasNqsNfux29mF8np+v59QKIwkSywvLZPL5VhaWUZAIJfLYbVaGR+foKenl+XlZZqbg5w7d4Geno3nt44Kvg4EgbdSklpEAQslfpAEUqt/lyEDcvU1uBl0Xd8wCLvVKJek367tfkWiw2QASebUJ3+Fe9r/OS2m1QDPTbiO1t/Xtwtu93MoUEpW2+q4SVv8LgBWgwToN3xaZREcFgVJyCKLJelGtlAklMzS5tmf5+xecLteV69Xu3a6j32ZT5VlGbvdxoMPPcAf/3//HbfHg7bJ7FtJT2zixIl7eOKJHxIIBOjoaK95s9WKYJY7Vo7wtbe10hwMMj09TSQSxWQyUSxqmEybV+Tb7sZev7/1y2uaxpWREU6fPs173/teXFXR1vXbFwSBeDzO4sIi3d3dayKzNxOCIGCzWRkeHiJfKDA9NU0ymcJutxMKhSvSDFmWQYB/9r//M6LRGN/77nf5/Oc/z/ArB7j77rvo6enB7rDXLAVuMBgqhUugVAVusxLFe8GtSJwqz3JASZ8bCoUoFAo0NjaiqupqFcgWbDZbhWDNzMwyPj5OLBrF6/FQWC3VnUim6OnuYnxignAozL33vhWvtxR92K9kNYPBwMBA/64jcpqmEQqFS5UGV+VLJXlObQeRvUIQBMxmEx0dHeTyecyaeV9t1YzGkvXhUN8AiwuLxOPxSn5CPB4HQcBgMBCJRPD7/WQyWURR2NekwTcSVjXGC0ARGKI06j8BTAFh4BAQoBRNBkDX9XGHw3HR6XTi8Xg2brQK8Xgcj8dzW1nrFYtFEonElm3XdJ1vzYXo8rj4V0EvPoOMT9na/vFGUc4vuRmOSDeCaDRaCQDdLsjn8xWXoJuOlRX44z+GmRn49Kfh+HHY5Pmbz+ex2+2csHkYvpLg6lICySBzaqHAkd5SLo/ZIGFWNndKuhmIRCK3ZNZ9K2QyGXRdf13O4fpA6mbYF4Jss9kqiWAPv+1tnDlzBjax6qpu4MmTJ3jqqWfW6JGrsVm0T9f1NYRAliU6OzvQdZ1YLMa58xdob2ujoSGwIy/izUYT1SOaasI8NzfPM089wyPveIRgsGmNTqqWTnJwYJDl5WXGxsY4dOjgBlnJZlG0veipa0khjAYDPT3dle2lUkkuXbpMU1MTFosFu8OBy+WmoaGB/v4+FhYW+fFzP+ZLX/oSbpeLe06eZGhokEAggKIYuJ67s3kC3WZt3U5rXmv5Wr9tt53djELLEZFCoZSgIcsyS0vLLCwsks/nKoTLZLJWyjtX78/v95NOp/F6veRyOULhME6nk2CwiUg0xvTUNPlCAU3bXLK5V1Jamn0RiUSiOJ2OHReDKRQKLCws0tfXy8pKCJ/PiySJrKysYLGUyjnv5hxu13av18OlS1cQRRG327Wzzm2D0rmS6OvrQdfBYrHQ3t6Gx+vl+R8/j9db0sEPDQ2STqdpa2tlfn4Bv9+/Z+/oNwEEoA/wAF8EXMAg8G1ApSSv+JGu6zubo3wDQNd1Xo2neS6S4P/ubabRsD+VNev4GcXnPgf//t+DqsJPfgJPPAGr8sbN0OAw8f/94lHiGRWDLPAnz4zxW18+zVIyx0CjnX/6SD/N7toVb+u4dbhhH2SAo0ePVF7M9z9wP3ccuWNDkYf1EASBxsZGDh06yCuvvMIDD9y/44ICW0WGHQ4HBw8cYCW0wrlz5+nr68VuX2tVth0ZqSTgpVKcP3ee/v7+SuQ3HI7wg+//gJMnT9DZ2bmGHG8GUSyVyy1vY35+AZfLhdls2jE53gvKhL3c3/I+2tra8Pl8LC+vMHL1GseOHuHs2bMMDg7gdDppbW3hwx/5EA89/CBjo2OcPv0a3/vu92hra+Whhx+mp6cbk+n69ND67e8F5W3U6vduye5OfqvoY1fLLcfjcULhMB3t7QSDTatJXzYMBsO2iWt9fT0MDPSRz+fRNI2WTAaDwViazdA0vB43hUJh36Mu5eNVLKqMjo5y6NDBLQeE1dd9LBbHZrMSj8cpFov4fN5VSZDK7OzsGjeLvaL6eMuyXCpEcu0ax44d3ZTI73afBoMBj8fDc8/9uNJuk9FYclfJ5Thw8CCqqnL58mUkSSYajdLc3HxD/XojQ9f1IvB01VdzwMWqv7/+erbnVkPXdUIFlT+ZXuLTzb46Oa4DRkdL5BhgchJyua2XZzVQJUv47SVN+XsONfHll6aIpAtcXUxwIOjgM/d23eSG17Fb7EsE2e12o+s6k5NTzM3NcffddyOKwqbEqfwyFEWRvr5elpaWOHXq1VKi2xZFGdajVrSwJB1wYrfbSAfSGAxGisUihYKK0WjY8VR0oVBg5MoI4XCYZ599lne9853o6Lz44ou0tbcxNDxUKaCxWVLT+nYaDAY0XUdH58zZs3R3deLz+fblgbsTwl/92WQykclmaGtrIRQKYbPZyGSyXL58BUVRGBoaoqmpicbGRu44cgdzc/OcP3eOb33zWyQSCfoH+jlx4gTd3V01C5WsJzw7Ibk70S9u19etltc0rRThDYVZWFigq6sLg0GpEMTm5mClzHK54uBO9lWeri+7NKyfcbBaSpEBSZIoFjUEgX2bYi5vF0EgnU5Xym9vhrJ2MByJ4PP5mJiYXJM853I5uXr1KsFgENsmeuG9orGxAXVVfrKfKBaLzM7Ooaoqi4uLWCwWDh06RDgaZWVlBbfbTWtrK6lUCo/Hg91uq5OcOrZE+Rot6Dp/PL3MnU4rd7nq100dlGQVL70ECwvw678O3t15DguCgEmWUFb5g6bDYjyHqulk8iomRUKR6knDtwP2pVBIGdPT05x+9TTHjh1dIyPYLKte10teqXfeeSdPPfkUV69epb+//4YvjDIBsdvtQEkHdOXKFXQd2tpadqRxuXr1GnNzcxw8eJBz586hFou88sorJJNJHn74oZr920m7JVGkqbERq8XC9PQMVqsNs9m0IyKyV8nF+sgplDRI4VCEvr5eXn75ZU6cuAeHw4Hb42ZhYZHJyUkGBwcRRYFoLIamadx1913cd/99zM7O8tJLL/NXn/8CZouFzs4OBgYG6OzqxOl01nR/uFGs7QNUyzzWo1gsrg6KCqTTaRwOB4VCgWujY0iiiN3uoLWtFbvdhqIoFYu0WvKU7dqTyWYxKMpqglsBi8XMxMQEoijR1tbKxMQki4tL+AM+fF4fVy5fIdDYQM9q4Yq9Rt6rZwdEUaS3pxuDwVhp21aafgCXs1RUxmq14HDYyefziKJY0TQbDCWPbVUtoigyxWIRuO5LvtM2VkOSJFpbW1YTQA01BwmbPSs263/5c1NTE5qu0dAQIJXKkEwmKapFzGYzNrsNq9XCyMi11y0HoI6fXei6znQ2z3ORBLPZAqGCyj9ub0CuXzd1ANx/Pzz1FGQyEAzCHpKa270WfuvhXh6/sIDbojAXy/CZz7/MTCRDh9fKv3l0mNabXFSkju2xLxHk8ot6enqaqyMjpNPpNRZKW6Eki7Bz9NgRXnjhRbxeHz6fd99sgMok/MCBYUKhMFPTMxiNpgoprbUfXS9Vpcvlcly8cJFDhw4xPj7O1NQU73znOyrkeD0R2al0QxBKDhw2W6lKWyQaJZlM0dTYsCtt5F51q4WCytjYOMFgE/PzC/T3D+BylYiDzWqlp6q4A4DD7iCXzTM5OUVfXx8HDhzEZrMzPzjEwsICszMzfOtb30LTdQb6+2lrb6ehIYDVYsXtdmOxWigUSjY8UCJ0imLAaDSQy+XWaMplWUaSJPL5fGU2oVoLXjJaF1AUedWaKYqqqmiahsfjxrI68Eil0ui6hqIo2Gw2LBYLw0ODSJJU2ddW8pjtdM+CIJDP5/nJiz/h6NGjjI+PE4lEaG4OcuXKCLl8nkKhwPj4OLoOhUKefC7P1PQUBqORRCJJNBYln8/T1tpauV/2SpYdDgfZbHaD93Wt67NYLCKJIjMzM3i9XiYmJpmdncPhsGMwGllaXOTAwQMsLCyyML/AwEA/M7MzeDweBgcGdiQrqjVrVL7flpZXMCgKjY0N+0JWFUXh5Ml7yOfzWK1WotEY2WyW/oE+iqpKLBZDEiVWVpbp6Gjbsp111BFTi/yLkRmeDJdk1r/V3oBNun1s6eq4xZAkuEGZliyJfOzuNh470oxJFnltOsqH/uRFNB3GV1IcPOXkt9/et08NrmOv2LeqAJqmMTU5yeTkBLFobNsMyfXkuaWlhTsO38HTTz3NO9/1zkqJ451ETTfTrlYvL8syDQ0BPB43ILC0tEwsFqO1tQWz2byBVDQ1NfGud72TkZFrrKyEeO2109x3332EQmHy+QKBgL+mNnWnJKdMCnVdx2g0MjkxycrycsWzeL+1qtXI5/NYrFaMRuOGKfZa6zgcdhwOO52d7ZWIZ3NzEL/fz/DwYMXKbGUlxOTEBGfPnmX02jWikQgnTr6Fk285iSAIXBsdBU1HEAVaWlo4cGCYM6+dZWFxAbPZgqzI9HR309wc5PKlK9jsNtrb28hmc8zOzlIsFtF1HYvFSktLkHg8wcL8PHanE8eqXliSJJqamiokutzeihRhk+Ozlyh3Op1menqa48ePMT83h2PVFURRDBV7ILvdsUoMhRJJHx7G7fYgSSJ2m435+QVCoRCNjY07Ip6btV/TdKanZ2htbdmyIEexWOT06dM89+yPyWazfOZXfwW73c7iwiJmk5mVUAi1WGRxYZGJiQmikSgmk5GpqWnUvEpvT8+Ovcs3g9tV0iI7nY49FQ+pBZPJVKlY6PG4sa4OykbHxnE6HBiMBhoaGirL1FHHZggXipxJZCin1M5m8xR1HbF+3dSxjxAEAdtqERK3xYDLYiC8WrY6nM6jahrybeQX/mbEvhHkQqHA1NQUS4uLzC/M076JdVsZZVJSTQq6e7oJR8KcPn2aEydPYKgRTd0pAd0sAqgoCrqu43a7SKfTnHr1VdpaW2lra1sz3S0IJSuotrZWvvbVr3H02FEAJiYmGB4eZnR0jN7e3oq7y25euusjkVaLhQMHDrC0tEQmk8FoNKwhdFv1ebsBRC3iZzab6Orq5OLFS/T29VSKiGyH8iCiTOqrkyp1XcfhcNDR0c6JkydIJBLMzswyMzvLC88/z9jYGIIg0NDQQEdnJzablVQqRU9vDz295aIiJUswURTp7ulGFEVEUcRkMtLa2oKulxIeRVFCkiQCAT+BgH9Dv00mY+W7alvAnU7Zb3bcqqHrOkuLS6TTGURRYmZ2lpPt7bS3t1eS8SwWK4FAgEQiQTyeoLGxAVmWK/+sVisOh4N8Pl+xkNtJW2u1WxBKGvdwOILZfH2Atb5P0WiU8+cvsry8jNVqQZZljEYjBqOBru4uREni3PnztLe1YbPaMJvMKAYDrW1thMKhkqRkG53zdu21Wi24XC4SieQNE+TNBsyiKHL6tTMU8nn6enuQZRnBXzsfok6Y66iGzyDTbzWRiKdwyhIPeu11eUUdNxVtXgv/188N8bevTNPlt7IYz/Lln07xgWMtJV5CqUx2/Vn1+mJfCLIgCKRSKeZmZ4nH45w5c5ajR49u+yJd/5ssSxw+fIgnn3yay5cuMzw8dFP8MgVBwGg00tXVSWNjI9lslkgkQiwWp7k5WHECyGQy/PSnP6W9o52hoSHOnDlDNpvj0qXLHDp0cNMiGrtpRxmyLBEMNgEQCoUZn5igva0Nr9ezL3KTsjwhlUpiNpuZn5unkM/TEAjs+aarRS4EQahE8/x+P4cOH0JVVRKJBPPzC0xNTjI7O8vIyAiFQgGT0Yjb7aYpGKSpqakkzbBaS4RGKA28RFHEaLzua129z80GBLWiwrslydthbn4Bh8NRqaxXtlmzWq0lGYMkYrFYWFxcxO/3YTabNyShSpJEOBxG0/SK//JOsX6Q6XK5iMViNftZlqjMzc1z11134vP5OHhwGKfTST5fYGBwAKPRSCDg5+iRO2htbcHn8xGLxWhsbGB5ZYXurk5sqwmJu0U1YZckifb2NvL5PPl8HkXZX2eA0uyBQsDnZXxiojIguZ2qt9Vxe0LXdUZSWaySyB8OttNqMjBsr9tv1XFzoUgij90R5OcOlWY/Q8kcf/TUNf7FV8+hajqKJPLpt3RyoNlRvxZfR9wwQS6/pOfn51mYn0dVVa5cvkwul6tMxW6X/FRNSiwWCydPnuD555/H4XTS3tZac51a7dhtuwGsVgtWq4VUOs3IyDWWl1fo7u7C6XRw9sxZQqEQ73vf+zAaDXR1dhIKhfD7/ZXErr1MzW8XxfJ6PRSLKteujZJIJOjoaL/hgYIgCMRiUV599TRHjx5haWmZgYH+DZrn9ZrV9b9tJWXZzB9XURS8Xi9er5ehoUGKxSKaplMo5JmammZsdJTpqSlOv/oqqqpis9kxW8zkcjlMRiNOpxOH04HdbsdqsWF32LFaLZjNZhRFqeiKy//WRk8Ftrs0tkqKrBWJhZKkaHFxAY/HTSQSIZ/LoeulGYaLFy8hCCJNTY1Eo1ES8QSCCFZrqZphc3NzZfBY2n5JF7xX/XG5nW63C5fLuel2CgUVQRCxWa243S5aWkrRicXFRZaWlmhubiaTyRCLxWhpacZms7G4uEgoFEGWZFKpFJqmVcrf3ujAKhKNsry8UtGG7+eDX9d1srkcLrebyclSuen19m71F00d1dB1nXBB5c9mlvlsq58TddeKOl5HCIKALJWuN7/dyO8+0s9H//QnXJiLIwCJTIE/+vhRjMrtU2TnjY4bJshl4nDl8pVK9GpmaopUKl2pVrKdy8N6cuV2uzhw4ACvnX4Nh92O2+2qSVZ2+vDaCYm1Wizcdddx4vEE6XSasbFxzp47z6OP/lzF7srn9/HOd76D5eVlCoX8pn3ZLdb3vyxFcLvdxGJxNE0jnU4jy0qlQuBOjkH1NovFIlNTU3R0tGO32xgY7Me5w2oytdq7XT+qidv6vpWiwwJGo4GhoUEGBvorzhOqqpJMJolEoszOzhKNRkmnU4xeGyWVSpPJpFGLRQRKulODwYhiUDCtSj6MRiNGoxHFYMBgMGBQDMiyhKIope9WCTUCgFBFqMtSjNL/abpWaVNRLbWroBbI5wvkczlyuRwv/Ph5fD4f586e5cqVEb7whS8QXgmRTKVwuZxYrFYkUcJgMJBKpVhcXKCQz/PWe+/lkUceobGpEUmScLmcFIubFxHZDYpFDVUt1PQUjyfiGI0G4skkzc1BJElC0zQSiQSjo2OoapG5uVlUtbgqDUnywx/+kKNHjzF67RpLS0t88lOfpKmpcdfX+fprQBAEAn4/i4tLLC0tV2ZPtlpnN/tKp9PE43GOHTvK6OgYHo+nMhuxnozvdT91vHEwmc3z5MwKl1NZ+qwm7q6T4zpuIQRBwCCLmFfJsA7MRDMUijoGuS4Le72wLwRZ13VGR0dLVlCr07ixaLTyIt2pm0X1cm1trUSjUV56+WUeevCBinZ4/YttPy8USZJwu11omsbjj3+flpYWwuEITqerogsWBIFAoKESldxrYtV61IpUGgwG/H4fmqYRDkeYmZmhs6uTxobts/+rtbcAi4tLJBLJStTY5XRWfq/WXtdq02bf1Tqvtaaxt5JElNcpOVuUzrHNZqOxsZH+/j40TVuVh2ioqkqxWCSfz5NIJEkmEyTiCVLp9KrNWp5CPk8qlSIbClW+y+cLaFqx3AKgJDcB0NEp/W+V2FM6FpXvdR1d1xBFaTUBT8FoNCIrMkPDQ9hsNkxmM4NDQ1itFmw2Gw6nE6fDgdlsLk3tSxJFtUg0GuX0q6/y4+ee4+KFC7znve/lxIl7SoMGRd719bxeX6zrOolEgrHxcY7ccXiNZrw0y7OAx+1CUQw0NPgrx76jo4N4IkFvbw+JRJz5+fnVwYGK0WBkZmaGTCaD2WImGonQ1NS44zZuBVmW6ezsYHlpeU/rb5ZnAJBOZ/AHAqVk2FVXlB/96Cl8Pi+HDx9a40Sz1fbqeOMjrhb5xmKUryxkEIH/NthGXYxTx62GURb5tfu6KD49iiCA22rgv/5whF+7rwu//XpBqDfac2u3AdCbiX3RIOfzeRYXF1ety+wYDAoLC4v0D/TvaXvlBLUDBw4Qfu45Xnqp5NN7ozKDagKSy+VQDIY1mcmlyFOG7373uwwODnDw4EGmp6c5deoUff19+LzeVTJ5Q83YNURRpKWlGbvdxuzcPGaTGaezFP2tJtabDUYKhQLz8/N0d3cxPT1Lc3OpxPR++BNvhVrt2UyyUOu7MnEuo7pKnM/nq6xT/le9HU3T0LQSuV3/+/WSz+UTub4t1yPK5cGDroNaVFlaXMJut+F2u9dIOqr/re9T+TubzUpTUyP3nDjBN77+df7sf/4Zy2XnEquFnu7ujQdxB6h+oNhsVgQEstkcZvP1KHImkyWTTuPp7sJoNFYcVKBkM9jY0IDT6cDhcJBMJvF43NjtdoLNQVwuF06ng3y+gLdGSfgbgcNux2wykUgkNvWj3i3K111DQ4BwOIwoiFy4cJHxiQmWV1ZwOBw0NwcrNot1vLkxlyuQKBbRRdCAa+ntK6PVUcfNhiAIvG2ogeMdHgRAlgS++uos/+ZbF/DZjFyYi/P2oQZ+6WQHpjeA7ELTdV64OMOlZ0a5/2AbJwZaUORb2689E+S15EfgQx/+MF6vl1w2ywc++EGcLteGiNhOfYLL21UUmbvvupOnn36Wq1ev0dfXu2mJ2ur1t4Kmaawsr/DMs8/yzne+o1JMBEpE8uWXXsLlcnH8+DEURWFgoJ9IJIKqqqVp9kJhjUtALezEmm4zbCafkCQJj8eD2+0GSoOSyakp7DY7fr+/UtWv1jGfmJhEluVVK7Zl2mroul/vSNpW5Hkny1b/VitCfaPkf/36iUSCH3z/Bzzz9NP8xj/8Dfx+PyuhEEW1SCDgX6PlXj9oqf5ekiR8Pi+f+OQn8Hi9fOWvv0x3bw+f+tSnto3OV2+71ne6rlfsDCORCGbzddlCNBrB4/GsKdBR3kdzsKmyjbvuurMStZdlmfe+9+cqx1/XQZL2J5O6+hoXRZGpqRl8Pg9+/0ZXkt1sr/w5EPBTKBQYvTZKMBgkEgnTHGwmFFphfHycaCzG0SN33LBlXR0/++gwG2gyKpiLAgGDwr3u+sCpjtsDoiDgsV5/Rn3innZyapH/+L3LaDpcno9zsNnJyW7vbRFxvRFcnljgy6cXOLUi8tVL5/j8Lxk51LU/s5V7xZ5nkqpfcEajgTvvPI7fH8BkMjE4NEjHNjZvO4XNZuPY0SOcPXuOxcWlXRGf6shhdXvHxsdZWV7h7NlzxOOJSsTx6tVrTE5Nce+9b60QHkEQ8Hg8BAIB0ukMV66MMDU9XSlwsX5f+xGV3SqKVv5ekiQUWeHq1atMTk5W9LLrkUymCIfDtLS0MDc3R09PNwbDzoqR7LY/uz3fux047CS6WKvNm61Ty+VC13UymQwrK6FKWWYoSVQef/xxTEYjra2txBMJXnj+Raampmoe9+36YTKZeM973s2vffbXmJ+b54Xnnycej6+5XvdyPQmCgM/nw+VyVf7WdZ2FhSVkRWF6eqYSQa+WB1Ufo8nJKZ588qlS9FUUyeVyLC+vIAh7lxRtde7KpH5qqnRfrW/XTuVEZZQLpqTTGaxWK42NDRw8eIDm5iZa21qxWK2k02meffY5stlScmUdb16YRJH3N7j58wOdfOFgJ/fU9cd13KYQRYEmpxl51UErnS8ysZKiqP3sP8SuTK+g6gIIAom8zrXZlVvdpP2RWhWLRWZmZgiFVkgkEkxPz5DL5fftIdPQ2MAddxzmJy/+hEQisev1q8mGruscOnSQj//ixxEFkaWlpVUCscBLP/0pDz30IE6nc8PLWRAEnE4HfX29pJIpLl26TCaT2TdSvFtIkkRHRzsnT54gEAiQzWY5d+48ExOTZDJZoORacPnyZQKBACsrIYyrlmq1ZAC1yP522EpasJtldor9ONa1+qqqKuFwhLm5kgtLLBYnkUhUlisT5Y99/ON8+GMfxWazUciXEuHUVU30blA+DiaTifsfuJ9/8Ov/gIsXL/HFv/oiKyuhG+qjrusYDApms2kN2Xa5nGQzGfL5tffl+oh7Lpfj+eef5+WXX2FxcYn5+QUWFhYJhyMUi9q+DQrXXxNut4u2trZNBy073Y+qFrkycpVCoUA8HsdqtSJJEg5H6d71ery4XS4MBgOqqnL+/HmWlhZvyT1cx+0DlyzxoNdBv81cLwhSx22Ne3t9fPBYC80uE+893MRzV1f442dGmQ6n+dGlRZ6+skQ6r97qZu4abz3YgcsoYBE1Bn1G7h5s236lm4x90SCn02m+8Y1v8uqpV8nnc3zj69/g47/4MRoaGva0vfVEShRFuro6mRgf57XXznDy5ImaVeyqUUsyEAqFiMcTtLSU7J4O33Go8qJ84YWfMDg0RDAY3LD/6r8tFgt9fb3E43EEQSAWi6MYFCxbyC52M12+GTabtpdlGbvdhqZpNDc3MzIywtjYGHfddSepVCl5zel0MjIyQm9vD5FoFIvZXEl6czgcFXcIt9tNOp1B0zTcbldlvzslyzcD+yGZWD+LoGka2WwOWS4l3k1NTROORPD7fIiiSENDgJJBXGnZpaVl0pkM9771LSiKUvI6tllxOp2VbVS3dX3ba7Wl/FlRFPr6evn59/883/7Wt/jzP/tzfumXP0UgENiyL1sdG0EQSKfTRKNRgsEgoijS3NzMSy+/zEB/35btzOVyiKJU0h27nBiNBq6NjrG0uIgsi7S1tWEymfZ8PmrJSMrSk0DATzQaI53O4PN597SPaDRKPpdHVYvMzMxy8OCBym8Oh4MjRw4TjcYYGxsDHeKxOKdXXuPBBx9Yo3Gvo4466rgd4TQr/JtHD1AoaiiSSCqn8r9emeLj//MnLCdK+vnP3t/Nbz3c+zM1E+Jz2fith3qI5kQOdDfhd916qdO+EGS73c6nP/3LGBSF+fk5fuUzn16j7d0rql+QkiRx3/338a1vfZtz585z+PChXRn/FwoFCgWVkZERTp16FbPZzF133YnXa+TZZ55FliSOHj2ybSKgIJRsyspa4HA4wtj5cZqDQVpbWzb4Clf35WZerKIo4vN58XjuJpPJUCiofO+732NsdJTz58/ztrc9zOzcHOfPX6Q5GGRhYR5FUTh8+BCPf+/7+AN+jh49yk9+8lOKxSI///OPVWz6fhaw2fEty2cEQSCRSBCJRInHEywvLXHw0EH8fh9tba1rJEGCIFCed49Go8zMzDIw0L+m8E3ZFrBMcvfS3vK+MpksXp+Xf/Sbv8kX/+qL/OHn/ohPfPITdHV1Ie8gSaE8iFmvWQ+FIthsNvL5AgBOhwOvd2OSXfV6VquV3t4eCoUCAb+/lCw7PMg1owGr1cbI1Wv09/XeUDW9Wvu9nnegcGVkBKPRiM1m3bDcVtB1nZmZGVwuJ6pawOF0VLZRvR2n00FrawsXL17CYrXiMXlRVbVOkOuoo47bHoIgYJBLNnAABtnAh4638uWfTpMplORzL46G+NV7u7AY9tdf/mZCEAQavQ6OBoO3uikV7IvEQhAELBYLRoMBo9GExWK54apVtaJHRqOR+++/n6tXrzE7O7tm/1tdBJqmkclkmZmZxe/309rSTHt7G263i0sXLzE7N8d9999bM2FnO+lAMNjE4UMHyeVyjI6No6pqzWni/cJ2fS1XcitPMZvMZiwWC+3t7XR3ddHQEKClpVSoIpFIEA5H0HWNZCLB0tIyqqqysrxMJpPZtzbvpD+byTA2k37U0peXvyv7Ri8uLjIxOclrr50hkUiiqkUURaG9vZX77r+XQMBfGfBUFxgptysWizMyco2urs6KF3Y1iVYUZV+IosFgQNd0mpqa+NVf+1Xa29v48z/7c1577TVUdeNUWa1jsP74lQnma2fOMj4+TjgcxufzbTsAVBSFu+66k5MnT1Si5R6PhzvvPE5DQwCT0cjs7NwN9XcrWK0WmpqaGB+fWKMB3+y8V3/OZnOoxeKq44udvt6eDZrpcrTa5XKV/rld+P1+zpw5SzabvWn9qqOOOuq4WbAaZR4cCKBIArIoEE7leeLiAjlVI5zKsxTPot0iOejPMvYlglyBIGywTdsJedipg0I5AenA8BA//clLOBxOnE5HTeeGaiRTKcbGxnC5nFy9em01cuxhZWWF06dP85a3vKUSEd5JO9Yv53A4sNls5HI5VFVldHQMm81GU1PjBuK1Wb93u+/tpA8ej5vHHnuU7373e7z1rW9FlmUSiSQup5NgsIm5uXkikQger4eW1lZisRgOhx2Hw87C/DwGw/WCJNu1f31btpJF7DbhqtZ360lzLpcjkUgSjUVBh46OdpLJFIlEEqPJSEtLC1arBVmW17R5qzbk8wUuXb5MS3Mzbrdr30fh1cfIbDaTzmQoFPJ4PG4+/JEP88wzz/D3f/d3RKNR7rvv3h2XY64+NoGAn9nZOTweD9PT09x1912btmP937XuJ0mSaGlpIZfLomk6krT7e30rlNdvDjbhcjrI5XIVS7rt9iEIAqlUslQcZtWpY/1goPo6NRqNHDlyR2W7kiTelLL2ddRRRx03GwZJ5Lff1suJbi+SAA0OE393aobvnltgOpKmqOn80skOPnxnK9LPSET5dsD+EmR2R4r24pAgigL9A/3EEwl++tOf8sAD95cicJsQK0EQsFmtBAJ+zp+/CIDZbCKXy/HM08/Q2dVFR0f7jtq7FURRxLyq7XW5XExNTREOh+nq6sJqtWxJ4vdKLGoR0/J+JEmiobGBx973KI2NJaLucNg5ePAAimLgwIEhBgcHcLtduF1uikUVl8tNQ0OAt7zlLbhczkqEbquobvnvzfq2VT83I6vlyGEtoh2NxlhcXAR0dL0Uwc/nC8TicaAk95EkCb/fh9/v25EuuNZgQ5JEerq78Hq9G2ZDboQI1jpOFouZzo72ymDKbrfzyCOP4HZ7+O53vks4HObd734XVquVfD7P5ctXUBRl1ZHEsGF71/dTGrxJkoTb48G8qh2+kdkdi8WMqhaYmZmhpaV5DancLxmRJEnY7XZGR8dwOOyVXIatnhfFYpGxsXEaGhpIJpPE4wlaW1u23Ve5zY2Ne8uXqKOOOuq41RAEAZfFwDuGr9uitXmt/NoXXuHSfMnY4C+en+CR4UZ8trqUbKfYV4IscPNGJtUvX0mSOHToEE888cSqHvlwTa1mLpdjYmISu92G3W7ngQfuqxR3OP3qacQq3fF+RQjLSV5er4doNLbq8DGL3W7HbrdVyMlOk992i0QiUSmnCxCs0vOUtbKFQqGkLxYEiqqKx3Pd2aLsQwsl/e3LL7+Cw+HA7/djtVpxu0sOAJqmVRK6RFGoROw0rVSiuUzSBUFYLdpxnfSWj4Gm6ZUKd6UonowgQCKRJJ1Ok81miUQiiKLI8PAQsiyjqiqyrOB02jGZzJjNJux2Ea/XXTmuN4Lqa6z6WKzHTgeC6wcBtRLqyh7XhUKhcpwURSk5lPj9fOUrX2FleYVHH3uUSCRCKBSiWCz5L7vd7k0jn6FQCEWRiUQitLe375kYr++XJMlMT0/jcjlxrlZkXN/fzdbdah/r5SJ+v5+rV69itliw22w1Bxdl5PN5ikUNv9/H9PRMZeCw1QCp+pnys6LTq6OOOurYCawGiXavhZfGwwCsJHO8cG2FhwfrwYCdYp8lFltbcW0XTayObm1HIM1mE/fffz/f+973cLlcdHV1rtluWYt6/vx50qk06UyaRx99L8FgkJmZWV5++RXe9/OPVSrK3Whkrbpful4qsuDzedE0jUQiwcjVq8iSRG9v77bJR1tJL7Y6Jvl8nvPnL9DR0cHo6BhdXZ0Eq4pAlLf9zDPP4nI58Xq8XLkywt333IXRWKpmZrPZsFjMQCnr/8SJe8hksmSzpX9lz998Ps/Iqp2WqqoEg0FaWpoZHR1nbHQUWZY5dvwobrebaDTKpUuXKBRUbDYbhw8fQpZllpaWuHr1GooiYzKZ6OzswG63k0jESSSSuN1uXC4nRqOp4hRRjgxvRTy3k4bsBJttY6vo+WaSk1rrrYeu60xPz+ByudYMWHr7evnsP/gsX/vq1/iff/qnvP2RR1BVFafTxeXLI/T0dON2uzEYlMo1rOsl67ql5WVcTidXRkbo6OjYtwivxWKho6OD2bl57Hb7jqL0e4HT6aCrq4tCvjRwWD8QqO6PoigcOnQQRVFIJBMcGB7e8X7q5LiOOup4o0ESBf7RQ73YjDKZQpG7O738ZCzMj6+t8NagSFu7jiRBrqChSAKSeONWrG807LvEQqjS3NYiL+WX2vrvVlZWGBm5Sm9vz5rIXUkPmicWi+FbteEqw+Gwc++9b+XFF3+KzWatWGNpmsbc6sv7+PHjPP69x7n3vnvxer2kUmleeOEF7jlxzxobuv24MKr7Xe5fyWIriNfrYX5+geXllYpHba3I9U40sutRJvhjY+PIslIisqqK3+/fsJ1SdDZDoVBAEiUuXDjP9PQ0zc3NXL58mQcfeogDB4YqUehS5Nte2U95eyaTiYMHD6ySsSKiWIoMNzYGMJuN6DqYzSWibTabaWtrAx1kRan02+Nxc8eq1Z4oSkiSuFpWu2VTcrrZIOtGSVqtfe1EL72eFO91ZkAURYxGA9PTM2s0z+VI6kc++lGee/ZZvv3tb/PQgw9iMCiMjo6SSqU4evQIKysr2Gy2ioVhKpWuWBi2tbZiNBprEvmdHIsaPScQ8JNKpSgU1B0XntktBEHA6/WQzeYYH5+gtbVlg9NEddETi8VMKBRCEuWalQ1rbb+OOuqo440IQRBodZv5F+8eRAdkUeDdB5v4yViIv3z2Cucil2lwmHh5IkyP38Zn7u3Cba1XFq3GvhJkk8mE13u95GF5Cr089b6eEJZf1Kpa5OLFSxQKBcbGJpiZmcXlciFJItFoDJPJxMULF3j3e95deUGWtxMMBunp6ebFF3/C29/+diwWMysrIc6dO09vbw/NzUHuu/8+WlqakWWF559/AVEQOHBgeE20eivsx4u0HCHVNK1kN3f1Kpqm0dHejsNh33BcdrNPQSj53obDYdrb27l06TJHjhxGUTae3snJSWLRaKVqmyhKJJJJTGYT+UKB6elp3G4XVqsFn2+jhrfctrI0AFjjSe1wOCr2cOXzazKZaGlp2RCVLSdUbdannXx3q1DyUs6STKYoFAr4/b5KOW+xxiBxK5SPU0NDA6lUBlUtYjCsTUxzOh28/ZG3E2wO8q1vfRuXy0VHRyft7W3kclm+853v8L73va8SRdY0DYfdTiwWo6+vD6PRSLFY3HUi2maSCUVR6OzsJB6P43I5K9vdD312tTOFIAjIskRBVRkZuUp/f98GW718Ps/Y2Di9vT3Mzc3jdDo2nQ3aS+JoHXXUUcfPIgRBQK5KpjbIAvf2+nAWI7y0LPF7j18mX9R5UlrCZzfyy2/pvIWtvf2wbwRZFEXe8c53ACXipOs6Fy9eZHpqikOHDzMxMcGRI0dWSZJWiWhpmk6xWERViwwMDDA1NcVKKM7ExCSiKGJQFJwuJ9mq0s7ridbQ0CCJRILTp09z1113srKywuzs7OpUcDuDgwNoms7k5CRTU9O85z3v3uBo8Hq9JEVRxGAw0NvTw9LSEq+88gqdnSWiUyZWO53eL39XLBYZHR3H7XazsrKCx+PG4/HU3H9bWxvNzcHVQhkyw8PDmM1mTCYTAwMDWK1WLJbaRU9uJCq7FWG82cd+NxHd9ZKJ64O9EiFOpzO4XC7y+Tzj4xMUCgWMRiMeT0kDPTo6jqoWKuXJy9r4WhHu9e0qkc6Oyv1TvSyUBhSHDx/G4/HyzW9+k8uXLtHf38fk1DQPPfQQ4UiEyKkIQ0ODOBwODAYFSZaxWMxEo1HC4Qjd3V1rXCFqtW07lJeXZYmZ2VkymTStra0bfr8RrCfJXZ0dXLs2ytLSCsFgY+U+EQSBSCRCQVUpFFQ0Ta8k3NU6j9Xb3q+21lFHHXX8rEAQBGwGibf0+PkvT4xAUadQ1HlxNMRjdwRxW27cuvSNgn2NIFdbpWmaxtTUNNlMjrm5OZ568ikuXboMuo7BYOTd73kX0WiMq1dHOH78OIGAnxdeeAGPx8P83Dw+n5d4PM7CQpw7vB4cjlIyUC0Zg8Fg4OjRI/zwiR9x8dJl+vt6SaXSLC0tkclksdmsJJNJnnjih9xxx2F8Pu+al+fridJ+dUwmI62tLfj9fgpqgUgkyvz8PK2trdhs1h0VLCm3PR5PEI/H6ezsYGxsnOPHj26qqXY47Fv+BrUlMev3ubFPrFmn1u+36023mV64WCxSKBRQFIW5uXlm5+awmM24XE7MZhODg4PA9Yi6rut0d3eSSCS5evUq4UiEgf6+bas+Vu9XliXC4QgWiwWz2bSmPeWofVtbK5/61Cd5/PHv81ef/wL33n8fDQE/586dZ3h4mIWFRURRpLW1hZbmUmVIq9XKlStX8Xq9a6ok7hWCUJLUtLa0MD4xjs/nq0hq9kq8N0NJfmKkr6+XQqHA0vIyXo8XRZErcqq+vj7S6TQmk7Ey+N5ssFNHHXXU8WZHh8/Cp0528PSVJZqcZto8Fv7l187z8GCAtw02IIsCE6E0AbsRv934pnx+7rsGuYx0Ok0ymUSWZeZm52hsakJVVSwWM4sLC4TDYTKrLgXFosrg4ACdnR0YDAaSySQmk4lMJkM2m8PpdKDp+gY7t+pCAlarlRMn7+HJJ5/C7/Nx7NgR4vE4BoOBQkHlueeew+v1cOjQwS21q68Hql/eJpMRE0byhjyJhI0rV64gyzJDQ4OYTKaaka9qolooFLhy5Qrt7W1MTk4SDDZhMpn2pX1vBqwnUZqmkUqlSKVSrKyEyGZzHDx4AJ/Pi9/vW6PlFUWB6sMkCAIGgwGv14PDcYxsNoMgCESjMaxWyzaWbOXvBBLJ6wOe9cuUPzscDh577DG6u7v55je+yfz8PO3tHat2Z2M0N7cQDkeQZAmnw4HRaCQYbGQlFKoQ5M1I41bnfv1vHk9p1iIWi1cI8mbL7lY2tJ5oy7KMIIjMz42QSqZKftepFNlsDkWRuXb1Kv5AoOp4AmxtSbi+nW/Gl0AdddTx5oNZkfgnj/TzSyc7cZhlTIrE2HKSr746yz+/dI5kVuXcbIxWj5nf++BhBpt+dirr7hduGkGWFYVHHnk7kiQRjUZZWVnBZCq5EWQyGZpXI1vBpkacTieapiGK4iopydDa2oqul4ooGI1G8vn8qn63UNpmLEY8Fl+1rypF8AKBAMeOHePZZ5/lXe96F06nE12HsbExLl26zEc+8iFMq16wtyKqudW+jEYjHR3tNDcHSSQS5HJ5ro2OEWxqxO12V+QX60nH/PwCuk5FX9ra2rJlwtlO5SQ387hsRZx2S1a2i2hv5SYhCEIlSpzJZNE0DYvFwvj4BGazmaamJkwmIwaDgiCstQ3bbgChKDKKYkdVi8zNzSGKIn19vVvODJTODfi8Xi5dukJjYwMWi2XT5U2mUrELr9fL1772NVaWV3j4bQ8zNDyE0+HktdfOkM1muOPIHfh9PhoaGohEohscIW40utrZ2bEql9J2fH3tBLW2I4oCAwP9XL58hVgszvLyCk6ng2JRK8mw0Lk2OkbA7ycUCmG1WkvVLdFx2B2rFQW9lcTTOuqoo443K2RJpNF5PaDW7bfxTx7p5/sXFvhHX36VogaxuQJfPz1Lf6N9TSG4NwNuGkE2GgyYVhPq7HYbzc3BmhWxLBYL2WyWM2fOEQqFsFjMXL50mUOHDzE/P4/X66WlpYUzZ87Q0NDA4uISweYg4VCIubk5PvGJT2AyXU/c6+7uYmlpmZdeeokHHngARZGJxWI8/PBDBIPB140c7yXx73oE0ouqFnHY7Zw/fxG73c7g4ABG41ptUKFQYHZ2lv7+fl5++eWKzVUZtVwftiKP+0Wcb5coXC1yrGkaqqpWdL6vvXaWdDqN1+vF43XjVBwMDQ0iSdIGrW41dqKpLksmurq7uHzpMrFYfNOqfNXr2Gw2AgE/iUQSs3mjHrx6WVEUaW9v49Of/mWeffY5vvLlL3Pvffdx7NgxCoUCZosFXdOYnp6locFPQ0MAVS2u0fDu9niuX0dRFOLxOCsroQpZvhFsFtUut9dkMnHgwPCqjCtNZ2cHsizR3d3NxYuXKs+N0gBIxWq1IYglAq/rOvF4vJKke7tcq3XUUUcdtxrlIM1gk4NGh4m5aBZFEvnpeIi/eH6cdww30ugwIYkCWbX0PDUr+1dH4nbDTSPI6zWAW3kMZ7NZ8oU8JrMJURAZGBwgnc4QCoWYnJgknUpz7tx5stkcPp+3QiK9Xu8GiylJkjh27Ajf/e73eOmll7jnnrs5cuSOfY1s3WyULOBE2tpaaWlpJpVKI0kii4tLaFoRh8OB2WxGFEWOHz+GKIqcPHkSm826gUBfuXKVlpYgLpfr1nXoBlHL47j8eavly4RYEARUtcj09DSxWAwQ6OrqxG6309/fh8lkrOiEaxHfvVw31W0wGY0MDg6QSqVJpVLYbLZt+9ja2rJtlLr6HnM6nbzrXe+kq6uL73z721wducq9991Hc3OQufkFkokkiUSc/v5+rl27RkdHR8XveqeYmJjEZDLR2Niw4ZiYzWaisRixWAyXq/Yg4EawXkusKAqxWJxUOs0LL7yIw+Hg0KFDqKqKIJRcXZqaGiv2d5qmEY1FaQgEyOXy+9q2Ouqoo443Elo9Fv7jBw7x46srdPmt3NXp4cnLS/zbb16gr9HOwWYn3zo7Ryav8akT7dzXt9FS9o2Am0aQYefEwmaz0xAIEAqFaGhoYGlpmUDAj8/rQdd1GhobMFvMtLS0YjQZMBqMiKJAMplas68yoTCbzdx777088cQTBAIBent7bkr/9gO1puyrj1vJi7hEqMxmM9dGR7lw4SLBYJCBgf4qv2JbZTvl9SVJQpYlstncDbXxZltj7dZlYv3n9Y4HhUKBxcUlCoUC+XyeQCCAyVSS6TQ1NeHxeFZlE0LluFVjPzXq5fVNplIhljNnznLX3XchV0kcaksJRFRVJZlMbiDU69tX7r+iKAwPD9HU1MR3v/tdfvD979Pa2orBaKSjowOz2YwsSygGA9PT0/T3923a7prXowCJZJIGPbBmIKHrOoqi0N7WyujYGAeGh9dotfcL68/9zOwsS0tLXDh3HkEU6OvrIxhswmq14nQ6mJ2dI9DQQLGoks8XaGpsZGFhgba2tlueh1BHHXXUcbtCEgXe2uPjRLcXafX5+MsnO3nfHc386PIS//F7l5kIpQGIZQocaHbisb7x3C9uiCBXT3vuhuSsjwLKskRPTzddXV1IkkhHR/ua5UsFKBpX12NVryzg8Xg21YT6fF4OHz7MC8+/QCDgx+l01Wx/uQ23GltFQ8u/uVxOjh65g3Q6TUFVKRY1Lly4gMNhx+fzYbVa1zgmSJJEf3/fmuj57ZJ8t5n11nb64fUJdbquE4lESSQSlchrvlAgEo3gcbvxej1YrVZEUaS/v69qJqPkJvJ6nvuSt7dEaCVEIFAqhrPV/ovFIlevXqO3t6dm1LmM9WTP6/XwC7/wQc6ePcd3v/MdXG43Q0ODlSIirS0tXL5ymXw+j8Gw84daR3v7msTY9fv3eDyEQhHS6cyGgh77ibK1oQAcOXIHxWIRs8mE1Wohk7WDAI0NjSiKgslswulwsLCwhMvlwO12Yzab9qVqZh111FHHGxWCICCvebeA12bk0cNBnrq8VCHIVxbi/MXz4zwy3MhAo51sQePUZASzQeJomwuDvDvv/dsJN0SQb4RcrCfVqlpkdHSUnp7uNRHQcmljXS+Vz/3/t3emwXGcZ37/vd09943BfRAHcRG8xMsWJVqWZClry/Idr727ycrZqlSlsruprf2QL6lK5Us+pSqJq/Ih92bXt7RZ7661kmOLtiXKFEmLJimRBAgeIImbxAwGx2Du7nx4Z0YDYHCfpN5fFYDBdE/3M2/3TP/fp59D0zTu3Blgz54m7HZH8bmFyU9CyGSeaDTKz/7fz/nSl7+4pRft7ULTtKJYsiyLtrY2IpEId+/eQzd0urq6sBkG6XQam81WNrmvXD3p7RKKKyXNLVyWy+XI5nJk0ulis4vp6RmmZ2ZIJhK0t+8lncng9Xpwud1omobH7WZ/T8+iRLSF+1lYgWKrMQyDjs4ORoZHqKqqXFGk2e12gsEgg0NDdHd1LSlMYfG4OhwOjh07SnNzM2+//TavvfoaL7z4GY4dO4bH46Grs3NVTUMWim+9jOe7sG9N02hvbysmPhaqdmxmibXSfe3d24au69RUV2MYsuRbNBpleGgYQ7cxODhIKpWiurqKS5evEAwEcDgcNDTUcfTo0Ucq7EqhUCh2Aw5D44+ebmE6kSGdM/na0UYMTfCXZ++SyVlEZlO8f28Sp03jz17o5JWnWh7Z5L51C2TLsohEoszNyfhYKIitj8oreTxe/H4fkUiEdDpdXEeWXhL5WFudmppqJiejvP7663zzm9/k4sWLVFVVYbfbGR4epqOjg0g0SjqV5siRJ/jgygcMDAzQva+bd8/8mvb2vcVY3NJbv7quc+LEcd5846f85sL7fPLkJ7GtsibtbqZU2AaDAVkGL+9N1XWdVCrN9d5e0qk0oVCQ6uoqgsEg2WwWEOh6+U5vaw11WCkGeKk7CyuFbJimPEeGh4f54IOrOJ1OvF4vnZ3taJpGPB7H5XRSW1OD0+mkLh8TuzA0ZTkbFu5zs1lq28FgELttcffApbzpTU2NjI2PY5rmsvWUF77PwvlfU1PNl778JTo7O3nzjTe4cvkKL33+JZqbm5mamsYw9Hy1l7UlbC61XNd1ZuNxRoZH2Lt377wcgc0UyjMzs3g8bsbHHzA7O0Nnp7xTUltTQyadJhD0c/XaFDPTMzgcdnLZLKlkstgefWFMs2J1CCGCQANw17Ks+AqrKxSKxwwhBMdbKvhvf3icnGnhd8rr0suH6/nN3Sh/9sPLpLImqazJjy8Ns78+QFuVh5lEhu+cu4cF/NMnm2mt9Oz6794NqcVcLsfExES+jBIUfhVuf3u9Pvx+P1NTU8WmBw8nJkjMzYEQ5LI5HE4nlZVhvD4fBw4cwO12EY/PcfBQHQN3BrDb7YyNjhGJRunq7kLXNW7cuIHNZqOzs5Ph4SHsdhtHjhwp65FzOp089/yz/PAHP8Lr886rg7zbDw6Uj1EuXNRLhVTp5MDpdHD0yBOkUikikQjZbA7TNLl79x7T0zN4vR4cDgfhyjBej4d4fI5sVnaEs9lsxZbgS4WgLNz/WiiI30LLbbBwOBxMTU0xPT1DNpslnU5TUSFDIw4fPkQoFJxXzaEg6B6F47cQTQhsNoOJiQnC4fCSorfw3gzDoLGhgVQqVfx/rTjsdp544jD19fWcfustfviDH3Ho8CG6u7uYm0uwr2cfDruddDpNNpst1t9e7/h6PR5SKdkgqLa2hlhsinBYNvbY6HETQpBOp7nR30/Pvm7GxsZpamooLk+lUtTX1+NxewgFg9TW1FBZWYkFuF0uQqGQ/L56RM+fnUQIoQF/AMSAQ0KIH1mWZe6sVQqFYrsRQuB1zL8WOW06x5pDPNNZyU+ujGI3NPZUuHnt/UFmUlkGHs7SPz4LwNhUkv/4u0/gsu/u8It1C2QhBBXhimJSVOE5y7IwLQv5vSlLK9XW1hAOhwELu8NBYm4OTdMwTbNYG1nXdQ4dOojH4+H48WMy2zyZ5P69+zTtaaKltYXp6WkMw+ArX/sqZi5HIBDg2WefxeV2oWnlS2dZlkUgEODUqad5663ThEJBmpqaHumLY6HmcSkLk6ZA3qKvr68vrtPa2sLsbJzZWVlnOZcXzvfu3eP2rdu43C4qKipoaWkmEAjw4MEDMtksuqbjcNiL7atnZ+NFgeF2u9F16dVNp+V5oOsafr+fubk5WXfXMsGSceGFahLxeJxYLEYoFOLo0SPMzSVIJpPYbDb8fp8MmXC5FrXMXsn7vNRx3enjPd9uweDgEE6nk0AgUGZ5yZpCfobGxx+gaVqxXOJ63k9VVSVf/92v88GVD/j5W29xs/8mwYoQbrebtrZW+vtvMjs7S0dHO36/rC28sLRg+fczH13XaW1tZWhoiEg0ytlfn+XkyZPF2ucbFaeRSAS3y0UuZyIE86pmNDY2IIRgZmYWh8NJOFxBa2srFhazM7Pouk5VVWXZ97LT58gjQBDQgJ8ArwA2ICWEeNrlcr08PDzMwMDAshuIRqNl49h3EsuyiEajO23GIuLxOJqmMTk5udOmzCMaje6q4wfkQ++miyGZu4Xp6WmmpqbmNYnaDUSj0S3Lw/iD/W6a7QFcdp1PdfhxGDoTMylevRjFnTVx6ODNTHL37l2cto9syGQyzM3NFZ1BW8no6Oiq1tuQB9nQ9WKyUYGFF5tCLd6CR6p5T1PxIrmwJnF9vbyAdnZ2IIRg377ufJKZRuHzKIRgX3dXcX8nThxftP9ysZpd3V309vby0zd/yivfemXD3eZ2ChmXa65KJC0UzYZhEAj4CQYD845Td3cXbW2tpNMZstlM0VsrhEY2kyVtpsnlsgSDIUwzx/j4AxLJJIau09zchNPpJBKJFsvRuVwuPB4P6XSGeDxenAAhPuo0V1tbg24YOB0OdF2nrq62rO2l9i98T+XWXW4cdpJSQelw2HE6nYyNjeH3y+5ES8UXF17n8/no7e0lGAzg8/nKhkSsJlzGMAyOHD1CS2srp0+f5u1f/YrZ6Rm+8pUvE4lEMQyDubkEH354FTNncupTpxaVUlxNbW2v14NuGAwPDWO325mITMhjvsLdiZUwTZObN2/T2dXByMgIbrcbwzDmxSYLIYhGo0QiEaanp6isrGRsbJyKiopioxDFujCRAlljfovC87que+vq6v58z549y27AsiwaGxtXFf++XZimdIKvZPt2E41G0XW9OIneLZimueucTJlMhrGxMZqamnbalHmMj4/j9XrxeDw7bco8crnclp3ve4Aj++ZXDmsBhrNuzv+8H3LwjUOdtLfVz4tNTiQSxGIx6urqtsSuUoaGhla13qYm6RVEb+nMxDStYqe7hYK49LlcLld83ULxs5x3uFwIQjkb7XY7hw4f5tUfvUoikSwK5N30IV8NQoh5gqWc/Us9t3D8C+i6jsvlKrYKLqxXW1tT5jUG7e17KYTSFI5Zc/OeecdA0zRCoWCxrXGpHU5n7arH/VEQv2tFCFmHuXCr3zRlQ5FSFo5lMBigoaGeBw8f4vF4Fn1GFk4MV4q9rqgI8cUvfpFDhw7yxj+8ybe//W2ePPkUhw8fQjd0rly5wmd/53cW2VWOcvvRdZ3GhnpSlZUkEglu376Dx+3JnzvrJ5FIomkCr8fD4P1BOjtlZZKFIUhut5vJyRgul5OZ2VlM08IyTfnXgkfwtNkNTAEJ4PeBUSANYFlW1u/3p8slSy+ksM5uEsiwOAF1N1AInduNdhUmuruFgn7YbWO1m8/37W6U9MUnGnm6oxrLgkqvHUOf78EuNOfajrFarfd80zLWcrkc165d4+HDCU6cOIHf7yOdTnP58gfsaW4iXFFRnE2ZpkkymSIQ8BOJRAgGg9y+M0AwGKCpsZHp6Rk0TSOdThOLxdi7t43JyVg+GVBeJKurq4rd0GB1Qslht+PzedcVx7nTLJwIrOfELjehKbf9hSJ64evkhGVxBYzVeBbl6xefnAtfu9aksd3OQvsLk5FUKk1vXx+dHe1lvQyl4re+voFoNEoul2N4eIRUKkV7+95Vf6EstMHhsOdrB9fzt3/7d/zi9GnuDgxw+PBhnn/+Odo72tc17oVj53a76e+/yf37gxiGwejoKHV1tYsE/loYHR1lz549RKOT2Gw2fD5v2c+E1+vh4MH9hMNhGZYi4MHDCRobG4nFJjFNs1h2r9TuR/0820osy7KEEN8FQsCEtVtqRioUil2PoWvU+B+tO/ebphQTySRnzrxLMpmiqakJn89LJpvl7t27TExMsHdvGxffv4jP7yObzeL1eAlVhLh86Qo9+3sYHBzEMk3SR1PcvHkbXdeora1hZmaWcLiC11//B7LZLC6nE03Xeenzn8Pv863JRpvdRiAQLHrF1MVwZZYbo3JhAZt1zXzcjs3CSUQmk+Xe/fvEJmP09fXhcjqLNauXwmYzCIfDxGKTDA8P8+DhQ+rr6/B6vau+k1Bu4uHz+fjCF75AMBRiMhLl7NmzNDTU43K6aGltnedFTqVS5HK5YiJfuW2WEgqF8Pq8zEzPkEwkuXDhN3z6088UhelqJ3yFxN9cLkcg4OfGjf5iSFY5CgmeH8UmN9LQ0Iiuy5jOoeFhMpksNTXV217q8FHGsqw5YG6n7VAoFIqtZsMCuSCKHHYHnR0dxGIxqqoqpQs/fyu3UJork8lgWRZ2u70oij1eD8FgkEw2Q0UoRCw2lS9HZpDJZDFNk7m5BHOJOZoam9B0ndhklMTcXFEgL+XphPkXb13X8wl9j26TgM28iK9XVC1nx1qfX+3yxw0h5IzaZjOoq6stVpBY2PK6FCkSczx48BCHw0HPvn3E43M4HA7sdvu6vO6F1/j9Pj5x4gQ2u52HD8b5+c/f4q/+6jscOHiAp546SV1dHZlMhv6bt7AZBnua9+B2uZYVx5qmyTJ1Y2PEJieZmZ3BbrcXkzNX8zlcuP09e5qw2Wy0tLTMC98pN1krFeGly0MhmZhYENyDg0N4PJ7i95ZCoVAoFBsWyIULmM1m8Nzzz5HL5YoNORwOBz37ezB0HZ/Ph9vtIhyuLMa8BgJ+mpqaCAQC1NXVYLPZyOVMqqqqcDgc+Hw+ZmdnqagI8bnPfja/XUE2mylWN1h4G38lj+ejGF6xWSwnZnaTMHjcqwpYlmzN3NDQgGlajIyMSi+yy8XevW3LTlxsNhtdXZ2MjI5y7+49fvvbSxw4sJ/9+3vWlLhYbvvV1VVMTsYIhSr41rde4ebNm/z0zZ9y6eJveebZZ+jq6mIqNkVbWyuRiQhXR8dobt6zrBdW13V6enpwOBwMD48AFu++e5YXX3wBt9u1Jhs1TcPpdGJZ1obErBCi+B1lWRYer4f+G/14vZ5dl0yjUCgUip1hU9WiYRjzBKimadTV1mJZMDkZZWIigtPpxOfz86tf/QrLsnj66ae5evUqjY0NNDQ0MD4+TjgcJhDwk0wmuXNngMGhIdpaWwgGg2iatqznaTmRXAhMVyh2A4lEgvfeO0c2m5VtwleoE1z6/MMHEySTqWKiZDQ6SUVFaE2e+nL7sttt9Pb20dPTzRNPPEFHRyfXrl3jzTfe4PRbp3niyFEqwiGGh4bxeL3cuTNAOp0ml8tRV1eLYRjzPqNCCPx+H/X1dUxNTVNbV8PAnbsrjs3CpLtcLpdPrpVCu6mpfCWEtSStFqiqrCQYCGCz2Ratp1AoFIqPJ1uuFqVXCW7c6Ke//yax2BS3b98ik8nQ09PD7OwMvb293L17j2w2x/iDhyQSCUAm492+cxvLApvNzo0bN+bVq1yPl0zTdlc26aNAwTNY+rMdPK45QIXx8/l8PPPMKTo6OjAMnatXrzE+Pl52/dIx1zSN5uYmmpoa+cxnnicYDHL+/AXi8bl5218PHo+nWBM5k8nidDo4fvwYf/qv/pQXXniBG319fP+732fgzgDJRBKbzeD27TvcvHmLaHSSa9euMz09U9xeobKNz+enoiJENpvj5MkncTrnt30vrFf4WciDBw/o6+vj4cMJkqnkpk10C2Nrs9ke2zsWCoVCoVg72xJvIISgsbGRiYkId+4M0NjYyFx8jocPH5JOp5mZmaW3t5eDBw9i5nLMxuPMzSUAC01oGLqOpgn8fv+85KClWFpYqUScR43HtbJA4X1VV1fT338Tl8vFZCzG/fuDy9aBLIxFOBzG4XBw8eJvyeVkw5fp6Wk8HveGQg9ANhTJ5XJksxnu3BmguXkPFRVhXvxHL3Lw0EHOnTvPe2fPMjw8zIlPnEDTNGw2GQM9Pv6Ajo6OedsUQuB2uzhwYP+6JlmWJdvaBwIBJiIRGpZJzlPsDJZlkclkzJWK/KfTaVKp1K4qeyW7ema2pUHBWshkMpimuSvtSqVSu+ozmMlkduUxTKfTpNPpXRfamclkRDqd3lUeqFQqVfx+2Goymcyq3vumJOnB8t4+y7LQdFnfrrGxgY6OdtxuV7G1cVNTE3NzcxiGLIp+7/4gZi5HY2MD+/Z1o2kauZxJIpHE719dZ9NycaxCgNAe39jWx5XHOSZZ0zTsdjuJRBKP283s7CyJRAK3273kawqJsU6nkwMH9jM+/oDh4RFu3bqNYRjU1FQDq4vJX8omh8NBf/8tRkZGyGazHDx4AF3Xqa+v5+WXP8+JE8c5f/4C7519j5yZ4+TJk0xMRGhtbZ7nHS6tbFIqijKZDIlEAp/Pt6Qdhddls1lSqRQ1NdX09t2gfe/GaimX43E8t7aTeDw+8o1vfOPbDocjs9x62Wy2xzCMfiC7TaatBiObzXYahnF9pw0pxTTNOiCjadrETttSSjabPZAfq93UZtyRzWZbDMO4sdOGlJLL5Zo1TZsUQkzvtC2lZLPZg4ZhfLjTdpRiWZbXNM1qXdfvbPW+UqmUDqzYPnPTpjXlhHLhcTqdZnh4FKFpzMzM8sGH1/JrzCBEvi6uBVPT0wjA5XIyOTnJZCyGZZpAjkgkQktLC7YV4jSXw7IsBOpCqNh5CsLRMAyOHHmCX/7ybXK5HOl0mqGhITo6OlaVcOrz+Th79j3a2tqYnpmZVzcZ1ueBtyyLyckYmiZoaGggmUwyOjpGfX09mia7ITY1NVFXV8epU09z/tx5Lpy/wOVLlzh16lOEQiGCwRCGoS85cc7lcvT19ReT/MrZMN8WWQmnsaEBl6t8Lc2N1GxWbAzTNG8Af77SekKIfw58x7Ks5NZbtTqEEA7gFcuy/vtO21KKEOIUMGtZ1uWdtqUUIcS/BP6rZVm7RiALIULAy5ZlfWenbSlFCPF5oNeyrC0XfWtBCPEnlmX9l522oxQhRCNwwrKsH++0LQU2rYrFcolFdrudw4cOFJ4pvLJkG4ULeWG57HZVWMeyQNe1RS1vl2Mza/J+HNhNoQyFY2ea5mNdn7bw3gzDwO124fP7iU3GcLu9qzoe8rU2mpubGRsbo6enh3C4YtF6az22mqbR3t7GgwcPuX69F4fDzt2796iursZm++grwzAMamtrefkLL/P0qVNcuXKFd95+hzNnznDixAkOHDxAbW0NDodj0f4dDgetrS3cuTNAIBBYFJNc+h7v3btHOBwmHp+jsbFh1Yl4il3Jb9ld3mOAHNKu3cZ98t0KdxnvM7/V+G4gAXyw00aU4SYwudNGlOE3O21AGaaBvp02opQNCWTZES9Z7ApWWse1lEJNUsMwlr2QWZbFzMwMNpsNp9NBIpHAZrOh6zrJZBLTNBfFrhWEVCaTWXQhLgitgl1FvbxEWMh6Y5t36uK82WXb1lLveKso9Rzev3efbC634fbEu4mFVSQAnE4nJ04cZ3Y2TkUoxMTEBLW11fNaKC81UdB1jYMHD5DN5jAMA9PMkUymlvSyrsXGRCLB8PCwrDzj93Hz5k16evYtWt8wDCorwzz77Kc5cuQJbt26zflz5zjzzjt0dnVy6tQp6hvqcbvd8z6/lZVh7HY7mra4VXaBVCqFaZq4XC4ikUjZ0BMljh8NhBAe5G1NOzsokoUQTqAeyCBbZjcAA/llYcADjFiWtS02CiGqAYdlWYN5T2gAGM7bVi+ECCLbfFcBDmB4q723QggdaMrvNwnUIsX6GHADaBZCjCDDLBqQnu7IVtpUYld9/t9RIAzYkON1UwjRCjxACuY6IGdZ1tg22OUBqpEiL5u3K44UyJVCiCZgJG9rHbIT5cwSm9tMu6qR5/M4Uu9VIMftohBiDxC3LCuSP++9yHNrS8/7/DFsRE5MI0BN/vEoMJg/hoVW9g1AyrKsB1tp01KsWyBblsXdu/e4cOECn/vcZ/F4PIyMjOD3B5icnCzWKY3H4wSDQW7c6KempppQKFQsp1RILir8PzU1xS9/+TZCQFtbGwMDA4RCIUKhEP39Nzl8+NCiOrGWZXHp0mUmJib41KdOFS+myWQSm81GOp3h4sWLPPnkJzHNnAzZUJ7lXY8Qgv7+fuLxeNnawFvZinq721zLUmh+fD4fmUyGK1c+YGpqinA4vChcopxdMo5ZVnWIx5P09d1g374uvF7vumwp7KepqZGnn36KDz+8yq2bt0jMJejs7ChbDq0wCQ6Hw4RCIXp69jE0NMzlS5f53ve+h81m59ixo3zik58gEAig6zpCCAIBP+l0msHBIWpra7HZjOJkwLIsotFJgsEgsViMcDhc3LcSxY8WQh6wb+b/TQkhvr+Dt+gPAZ8Ffg00A08ANiHEj4DfR3YKvJJfvh0cBz4rhPg3wB8iBVbBk9aNFMXfBb6FFBI/A7Y6ftQNfBmYye/rd4Az+f9fQY7ROFIQ7gPcQoj/sQ2izwOcAPYAt4EO5Jj8AjiMHCsBvIs8xjYhxHe2QSQ3AQeBdqRYD+dtSAP/DCnYz+bt9QKaEOIvLMtaNmZ/E2gF9iLHzYGc0AwhJzpPAQ4hxP8E/gg5YTyX/9lKbMix6gbu5R+/jZyMfRN5/ieRE7GTgFMI8b8sy9p2T/yGaiVVVlbmxWiKTCbD5UtXuH69l3PnzvOzn/2cM2fe5erVa8RiU/T19vLWW7+gv/9m8QL84YdX+evX/prJyRggS0x1dXVimia913upra0lFosxPDLK3r1tRCKReR7Ggnf4wvnzRCNRzpx5l7/5mx9z6dJlvvf9H3DmzLsMDw/z+k9eZ3IyhmmaZHO5jY3YKliqZNVKpazWuo/tYKHNK/1slHnCRwjMMp7FxzV0RuQbWBw4sB+73UE6s/rvzsL4ezxuGhsbuH69l9nZ+Lzla7XFMAyCwSBen5dwuAKny8nlKx8Qi8WWtUMI2b66u7uLf/z1r/HHf/LHfPKTn+Dq1av85//0bf7PX/wlv7nwGyYnJ8lmswghmJmZoa+vL99F8yPsdjvV1VXkcjlqa2vW9B4Uuwpf/udVIASsrUvM5pIDnMgwgRPAD5GerGPIsIY3gXaxfbOwXyA9Zj6koPqrvC17gR8Ds0jxdw/4Sf7xlpIXuq8jx6owXjrSAxnP29UC7M/bNIz09m21XdP5fd8GeoBryOP1FPK8ehUpQA8D7wEX8jZutV19wN8jx0pDClKANqTQeytvbxPwA6RIXLsHY+30Ib3/NuSk538DB5Di9O+RXu3DyDCQv84v21Ly+QfDQCVSlNuQd5XcSKfta0iv8iHkuF1HTiy2nXV7kIUQ+aYfvmJzAMNm4HQ5OX78GNeuXiOdTjM9PU08Hsfn87OvZx+xqanixdowDOwOZ9GTPDU1xbu//jVHjx5lfHSMkZERsEA4YGRkhMrKSmB+3LNhGLS0tFARDnPr1i28Xh9zc3MkE0nsdgehUIju7i78fh+xyRi5XO6RF1iPuv0rUbguice8LN9SiXRut5vhkVFig4N0tO8t20a68LrSvyC9yYWkt2g0Oq/s23rizIPBAMeOHuX06dNUVVYyPT3N3bv3aGvT8Hq98+oRL9y2yNcXrqmp4YUXX+CZTz/D6OgY77zzDn/3d3+P2+2mu7uL7u5uKsJhbt++zfj4OA0NDUUvcjhcgWVZuFyusrHMCsU6uIoUm19HitACMgFm++Nrl9tfMTBwOwxZYt/XgDvAV5BipnTZwnW3gw6kOL/ER8esHNtmU34y9XnkuXUGOQF8Bbhcutp22VPCDPC3wNeQeq/cmIglHm8lvcg7NAngPwAvIu+kFNgVImdDMciGoXPs2DG8Xg+apnHy5JPYbHYMw6CqqgohIBaLUV1Tg8frwe/zUVFRUbyodnV10ra3DYfdnq+V6ubkk0/i9/tpbWnmzp0BampqsNkM7t27T0dH+6ILpKZpnPjECRwOB42NjUxNTVFbW4Pb46G2pppQKMjTp05hGAY50yS3Bg/yaoToTsXorvc15ewtV3lkqXVXu6+NjMtHNlhYprVqYbfaGOqNxJIvF36xWTHtAFWVYaKRCPH43LyQhtXYqGkatbU1mPnzPZvNFsXlWs8fWfLNjhBacZJaW1vL5csfcODAfioqQsX3slyibqFNdGtrCw2NDcz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"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/orientations_example21.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": 17, "id": "configured-evaluation", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:57.765073Z", "start_time": "2022-04-05T09:18:57.706049Z" } }, "outputs": [ { "data": { "text/html": [ "
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idformationZgeometry
01Coal12426.21LINESTRING (335.423 2099.821, 499.173 1840.952)
12Coal12429.26LINESTRING (564.191 1250.972, 3.108 2216.613)
22Coal22432.30LINESTRING (1619.532 600.790, 2945.181 207.069)
31Coal22429.26LINESTRING (2364.833 540.588, 2570.724 477.978)
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" ], "text/plain": [ " id formation Z geometry\n", "0 1 Coal1 2426.21 LINESTRING (335.423 2099.821, 499.173 1840.952)\n", "1 2 Coal1 2429.26 LINESTRING (564.191 1250.972, 3.108 2216.613)\n", "2 2 Coal2 2432.30 LINESTRING (1619.532 600.790, 2945.181 207.069)\n", "3 1 Coal2 2429.26 LINESTRING (2364.833 540.588, 2570.724 477.978)" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "strikes = gpd.read_file(file_path + 'strikes21.shp')\n", "strikes['Z'] = strikes['Z']*0.3048\n", "strikes.head()" ] }, { "cell_type": "code", "execution_count": 18, "id": "aggressive-march", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:57.859075Z", "start_time": "2022-04-05T09:18:57.768072Z" } }, "outputs": [ { "data": { "text/html": [ "
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formationdipazimuthpolaritygeometryXYZ
0Fault60.00305.001.00POINT (670.146 526.140)670.15526.142425.71
1Fault60.00305.001.00POINT (1410.631 1387.029)1410.631387.032439.39
2Fault60.00305.001.00POINT (2034.324 2095.005)2034.322095.002447.71
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" ], "text/plain": [ " formation dip azimuth polarity geometry X \\\n", "0 Fault 60.00 305.00 1.00 POINT (670.146 526.140) 670.15 \n", "1 Fault 60.00 305.00 1.00 POINT (1410.631 1387.029) 1410.63 \n", "2 Fault 60.00 305.00 1.00 POINT (2034.324 2095.005) 2034.32 \n", "\n", " Y Z \n", "0 526.14 2425.71 \n", "1 1387.03 2439.39 \n", "2 2095.00 2447.71 " ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_fault = gpd.read_file(file_path + 'orientations21_fault.shp')\n", "orientations_fault = gg.vector.extract_xyz(gdf=orientations_fault, dem=topo_raster)\n", "orientations_fault" ] }, { "cell_type": "markdown", "id": "imposed-elite", "metadata": {}, "source": [ "### Calculate Orientations for each formation" ] }, { "cell_type": "code", "execution_count": 19, "id": "durable-fault", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:57.955096Z", "start_time": "2022-04-05T09:18:57.861074Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
00.7659.692427.73POINT (350.474 1852.089)1.00Coal1350.471852.09
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" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 0.76 59.69 2427.73 POINT (350.474 1852.089) 1.00 Coal1 350.47 \n", "\n", " Y \n", "0 1852.09 " ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_coal1 = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation'] == 'Coal1'].sort_values(by='Z', ascending=True).reset_index())\n", "orientations_coal1" ] }, { "cell_type": "code", "execution_count": 20, "id": "satisfactory-monaco", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:58.019109Z", "start_time": "2022-04-05T09:18:57.957096Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
01.1416.552430.78POINT (2375.067 456.607)1.00Coal22375.07456.61
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" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 1.14 16.55 2430.78 POINT (2375.067 456.607) 1.00 Coal2 2375.07 \n", "\n", " Y \n", "0 456.61 " ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_coal2 = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation'] == 'Coal2'].sort_values(by='Z', ascending=True).reset_index())\n", "orientations_coal2" ] }, { "cell_type": "markdown", "id": "friendly-token", "metadata": {}, "source": [ "### Merging Orientations" ] }, { "cell_type": "code", "execution_count": 21, "id": "sitting-reproduction", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:58.051117Z", "start_time": "2022-04-05T09:18:58.021110Z" } }, "outputs": [ { "data": { "text/html": [ "
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indexdipazimuthZgeometrypolarityformationXY
000.7659.692427.73POINT (350.474 1852.089)1.00Coal350.471852.09
101.1416.552430.78POINT (2375.067 456.607)1.00Coal2375.07456.61
2060.00305.002425.71POINT (670.146 526.140)1.00Fault670.15526.14
3160.00305.002439.39POINT (1410.631 1387.029)1.00Fault1410.631387.03
4260.00305.002447.71POINT (2034.324 2095.005)1.00Fault2034.322095.00
\n", "
" ], "text/plain": [ " index dip azimuth Z geometry polarity \\\n", "0 0 0.76 59.69 2427.73 POINT (350.474 1852.089) 1.00 \n", "1 0 1.14 16.55 2430.78 POINT (2375.067 456.607) 1.00 \n", "2 0 60.00 305.00 2425.71 POINT (670.146 526.140) 1.00 \n", "3 1 60.00 305.00 2439.39 POINT (1410.631 1387.029) 1.00 \n", "4 2 60.00 305.00 2447.71 POINT (2034.324 2095.005) 1.00 \n", "\n", " formation X Y \n", "0 Coal 350.47 1852.09 \n", "1 Coal 2375.07 456.61 \n", "2 Fault 670.15 526.14 \n", "3 Fault 1410.63 1387.03 \n", "4 Fault 2034.32 2095.00 " ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "orientations = pd.concat([orientations_coal1, orientations_coal2, orientations_fault]).reset_index()\n", "orientations['formation'] = ['Coal', 'Coal', 'Fault', 'Fault', 'Fault']\n", "orientations = orientations[orientations['formation'].isin(['Coal', 'Fault'])]\n", "orientations" ] }, { "cell_type": "markdown", "id": "textile-christianity", "metadata": {}, "source": [ "### Plotting the Orientations" ] }, { "cell_type": "code", "execution_count": 22, "id": "detected-certificate", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:18:58.460230Z", "start_time": "2022-04-05T09:18:58.056118Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 2596.0)" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, figsize=(10, 10))\n", "\n", "interfaces.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "interfaces_coords.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "orientations.plot(ax=ax, color='red', aspect='equal')\n", "plt.grid()\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')\n", "ax.set_xlim(0, 3727)\n", "ax.set_ylim(0, 2596)" ] }, { "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": 23, "id": "governing-brazilian", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:19:00.453902Z", "start_time": "2022-04-05T09:18:58.463211Z" } }, "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": 24, "id": "binding-fishing", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:19:01.405276Z", "start_time": "2022-04-05T09:19:00.455885Z" } }, "outputs": [ { "data": { "text/plain": [ "Model21 2022-04-05 11:19" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model = gp.create_model('Model21')\n", "geo_model" ] }, { "cell_type": "markdown", "id": "stopped-poster", "metadata": {}, "source": [ "### Initiate Data" ] }, { "cell_type": "code", "execution_count": 25, "id": "assisted-nothing", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:19:01.691330Z", "start_time": "2022-04-05T09:19:01.408268Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Active grids: ['regular']\n" ] }, { "data": { "text/plain": [ "Model21 2022-04-05 11:19" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.init_data(geo_model, [0, 3727, 0, 2596, 2400, 2475], [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": 26, "id": "cutting-energy", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:19:01.787352Z", "start_time": "2022-04-05T09:19:01.693330Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id
0FaultDefault series1#0154821
1CoalDefault series2#9f00522
2CoalTopDefault series3#ffbe003
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Fault Default series 1 #015482 1\n", "1 Coal Default series 2 #9f0052 2\n", "2 CoalTop Default series 3 #ffbe00 3" ] }, "execution_count": 26, "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": 27, "id": "formed-thought", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:19:02.009403Z", "start_time": "2022-04-05T09:19:01.790354Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fault colors changed. If you do not like this behavior, set change_color to False.\n" ] }, { "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", "
order_seriesBottomRelationisActiveisFaultisFinite
Fault11FaultTrueTrueFalse
Strata12ErosionTrueFalseFalse
" ], "text/plain": [ " order_series BottomRelation isActive isFault isFinite\n", "Fault1 1 Fault True True False\n", "Strata1 2 Erosion True False False" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.map_stack_to_surfaces(geo_model,\n", " {\n", " 'Fault1': ('Fault'),\n", " 'Strata1': ('CoalTop', 'Coal'), \n", " },\n", " remove_unused_series=True)\n", "geo_model.add_surfaces('Basement')\n", "geo_model.set_is_fault(['Fault1'])" ] }, { "cell_type": "markdown", "id": "subtle-techno", "metadata": {}, "source": [ "### Showing the Number of Data Points" ] }, { "cell_type": "code", "execution_count": 28, "id": "forty-treaty", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:19:02.089423Z", "start_time": "2022-04-05T09:19:02.011403Z" } }, "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", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id No. of Interfaces No. of Orientations
0FaultFault11#5276821293
1CoalStrata11#9f00522812
2CoalTopStrata12#ffbe003220
3BasementStrata13#728f02400
" ], "text/plain": [ " surface series order_surfaces color id No. of Interfaces No. of Orientations\n", "0 Fault Fault1 1 #527682 1 29 3\n", "1 Coal Strata1 1 #9f0052 2 81 2\n", "2 CoalTop Strata1 2 #ffbe00 3 22 0\n", "3 Basement Strata1 3 #728f02 4 0 0" ] }, "execution_count": 28, "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": 29, "id": "subsequent-technique", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:19:02.632544Z", "start_time": "2022-04-05T09:19:02.094424Z" } }, "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([[ 18.635 , 12.98 , 2400.375 ],\n", " [ 18.635 , 12.98 , 2401.125 ],\n", " [ 18.635 , 12.98 , 2401.875 ],\n", " ...,\n", " [3722.04388298, 2571.13409962, 2462.30371094],\n", " [3722.04388298, 2581.08045977, 2463.51391602],\n", " [3722.04388298, 2591.02681992, 2464.8894043 ]])" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.set_topography(\n", " source='gdal', filepath=file_path + 'raster21.tif')" ] }, { "cell_type": "markdown", "id": "extreme-drink", "metadata": {}, "source": [ "### Plotting Input Data" ] }, { "cell_type": "code", "execution_count": 30, "id": "conservative-philip", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:19:02.966639Z", "start_time": "2022-04-05T09:19:02.635545Z" } }, "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": 31, "id": "vocational-intranet", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:19:03.523746Z", "start_time": "2022-04-05T09:19:02.968630Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 31, "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": 32, "id": "external-clerk", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:19:07.457699Z", "start_time": "2022-04-05T09:19:03.525745Z" } }, "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: 1\n", "Compilation Done!\n", "Kriging values: \n", " values\n", "range 4542.62\n", "$C_o$ 491318.33\n", "drift equations [3, 3]\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 32, "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": 33, "id": "impressed-adams", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:20:48.226572Z", "start_time": "2022-04-05T09:19:07.459700Z" } }, "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": 34, "id": "champion-collectible", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:20:49.826937Z", "start_time": "2022-04-05T09:20:48.245578Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gp.plot_2d(geo_model, direction=['x', 'x', 'y', 'y'], cell_number=[25, 75, 25, 75], show_topography=True, show_data=False)" ] }, { "cell_type": "markdown", "id": "intimate-connectivity", "metadata": {}, "source": [ "### Plotting 3D Model" ] }, { "cell_type": "code", "execution_count": 35, "id": "developing-comparison", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:20:56.028341Z", "start_time": "2022-04-05T09:20:49.832939Z" } }, "outputs": [ { "data": { "image/png": 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\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 }