{ "cells": [ { "cell_type": "markdown", "id": "arranged-tenant", "metadata": {}, "source": [ "# Example 28 - Folded Layers\n", "\n", "This example will show how to convert the geological map below using ``GemGIS`` to a `GemPy` model. This example is based on digitized data. The area is 3954 m wide (W-E extent) and 2738 m high (N-S extent). The model represents folded layers that dip to the northeast or southwest, respectively. \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", "\n", "Map Source: An Introduction to Geological Structures and Maps by G.M. Bennison" ] }, { "cell_type": "code", "execution_count": 1, "id": "latest-making", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:20.595825Z", "start_time": "2022-04-13T06:25:19.998150Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "img = mpimg.imread('../images/cover_example28.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "alone-chambers", "metadata": {}, "source": [ "## Licensing\n", "\n", "Computational Geosciences and Reservoir Engineering, RWTH Aachen University, Authors: Alexander Juestel. For more information contact: alexander.juestel(at)rwth-aachen.de\n", "\n", "\n", "This work is licensed under a Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/)" ] }, { "cell_type": "markdown", "id": "allied-vessel", "metadata": {}, "source": [ "## Import GemGIS\n", "\n", "If you have installed ``GemGIS`` via pip, you can import ``GemGIS`` like any other package. If you have downloaded the repository, append the path to the directory where the ``GemGIS`` repository is stored and then import ``GemGIS``. " ] }, { "cell_type": "code", "execution_count": 2, "id": "neither-funeral", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:21.427701Z", "start_time": "2022-04-13T06:25:20.597829Z" } }, "outputs": [], "source": [ "import warnings\n", "warnings.filterwarnings(\"ignore\")\n", "import gemgis as gg" ] }, { "cell_type": "markdown", "id": "latin-packaging", "metadata": {}, "source": [ "## Importing Libraries and loading Data\n", "\n", "All remaining packages can be loaded in order to prepare the data and to construct the model. The example data is downloaded form an external server using `pooch`. It will be stored in a data folder in the same directory where this notebook is stored. " ] }, { "cell_type": "code", "execution_count": 3, "id": "polar-appliance", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:21.443231Z", "start_time": "2022-04-13T06:25:21.430714Z" } }, "outputs": [], "source": [ "import geopandas as gpd\n", "import rasterio " ] }, { "cell_type": "code", "execution_count": 4, "id": "healthy-queens", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:21.553440Z", "start_time": "2022-04-13T06:25:21.445236Z" } }, "outputs": [], "source": [ "file_path = 'data/example28/'\n", "gg.download_gemgis_data.download_tutorial_data(filename=\"example28_folded_layers.zip\", dirpath=file_path)" ] }, { "cell_type": "markdown", "id": "impressed-database", "metadata": {}, "source": [ "## Creating Digital Elevation Model from Contour Lines\n", "\n", "The digital elevation model (DEM) will be created by interpolating contour lines digitized from the georeferenced map using the `SciPy` Radial Basis Function interpolation wrapped in `GemGIS`. The respective function used for that is `gg.vector.interpolate_raster()`. \n" ] }, { "cell_type": "code", "execution_count": 5, "id": "naval-spending", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:21.745649Z", "start_time": "2022-04-13T06:25:21.555457Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../images/dem_example28.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": "2022-04-13T06:25:21.839209Z", "start_time": "2022-04-13T06:25:21.746502Z" } }, "outputs": [ { "data": { "text/html": [ "
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idZgeometry
0None350LINESTRING (1.385 62.877, 136.138 47.987, 292....
1None300LINESTRING (1.571 124.111, 129.996 110.524, 22...
2None250LINESTRING (0.082 198.374, 59.641 178.273, 118...
3None50LINESTRING (863.690 271.706, 829.815 271.334, ...
4None100LINESTRING (864.062 307.070, 828.326 304.092, ...
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" ], "text/plain": [ " id Z geometry\n", "0 None 350 LINESTRING (1.385 62.877, 136.138 47.987, 292....\n", "1 None 300 LINESTRING (1.571 124.111, 129.996 110.524, 22...\n", "2 None 250 LINESTRING (0.082 198.374, 59.641 178.273, 118...\n", "3 None 50 LINESTRING (863.690 271.706, 829.815 271.334, ...\n", "4 None 100 LINESTRING (864.062 307.070, 828.326 304.092, ..." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "topo = gpd.read_file(file_path + 'topo28.shp')\n", "topo.head()" ] }, { "cell_type": "markdown", "id": "inclusive-florence", "metadata": {}, "source": [ "### Interpolating the contour lines" ] }, { "cell_type": "code", "execution_count": 7, "id": "revolutionary-calibration", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:22.251996Z", "start_time": "2022-04-13T06:25:21.842205Z" } }, "outputs": [], "source": [ "topo_raster = gg.vector.interpolate_raster(gdf=topo, value='Z', method='rbf', res=5)" ] }, { "cell_type": "markdown", "id": "experimental-press", "metadata": {}, "source": [ "### Plotting the raster" ] }, { "cell_type": "code", "execution_count": 8, "id": "frozen-gazette", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:22.522516Z", "start_time": "2022-04-13T06:25:22.254001Z" } }, "outputs": [ { "data": { "text/plain": [ "Text(67.3456168134622, 0.5, 'Y [m]')" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "\n", "fix, ax = plt.subplots(1, figsize=(10,10))\n", "topo.plot(ax=ax, aspect='equal', column='Z', cmap='gist_earth')\n", "im = ax.imshow(topo_raster, origin='lower', extent=[0,865,0,867], cmap='gist_earth')\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n", "cbar = plt.colorbar(im, cax=cax)\n", "cbar.set_label('Altitude [m]')\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')" ] }, { "cell_type": "markdown", "id": "common-franklin", "metadata": {}, "source": [ "### Saving the raster to disc\n", "\n", "After the interpolation of the contour lines, the raster is saved to disc using `gg.raster.save_as_tiff()`. The function will not be executed as as raster is already provided with the example data. " ] }, { "cell_type": "code", "execution_count": 9, "id": "ruled-binary", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:22.554264Z", "start_time": "2022-04-13T06:25:22.524504Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Raster successfully saved\n" ] } ], "source": [ "gg.raster.save_as_tiff(raster=topo_raster, path=file_path + 'raster28.tif', extent=[0,865,0,867], 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": 10, "id": "silver-defendant", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:22.584591Z", "start_time": "2022-04-13T06:25:22.556283Z" } }, "outputs": [], "source": [ "topo_raster = rasterio.open(file_path + 'raster28.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": 11, "id": "first-librarian", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:22.760635Z", "start_time": "2022-04-13T06:25:22.585594Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../images/interfaces_example28.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": 12, "id": "activated-namibia", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:22.807964Z", "start_time": "2022-04-13T06:25:22.762637Z" } }, "outputs": [ { "data": { "text/html": [ "
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idformationZgeometry
0NoneLayer10LINESTRING (750.000 865.441, 764.514 845.629, ...
1NoneLayer150LINESTRING (628.941 863.195, 637.925 850.294, ...
2NoneLayer1100LINESTRING (534.604 865.153, 549.463 845.687, ...
3NoneLayer1150LINESTRING (458.590 864.955, 473.370 845.597, ...
4NoneLayer1100LINESTRING (2.577 102.527, 17.435 83.097, 25.0...
\n", "
" ], "text/plain": [ " id formation Z geometry\n", "0 None Layer1 0 LINESTRING (750.000 865.441, 764.514 845.629, ...\n", "1 None Layer1 50 LINESTRING (628.941 863.195, 637.925 850.294, ...\n", "2 None Layer1 100 LINESTRING (534.604 865.153, 549.463 845.687, ...\n", "3 None Layer1 150 LINESTRING (458.590 864.955, 473.370 845.597, ...\n", "4 None Layer1 100 LINESTRING (2.577 102.527, 17.435 83.097, 25.0..." ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces = gpd.read_file(file_path + 'interfaces28.shp')\n", "interfaces.head()" ] }, { "cell_type": "markdown", "id": "prospective-drink", "metadata": {}, "source": [ "### Extracting XY coordinates from Digital Elevation Model" ] }, { "cell_type": "code", "execution_count": 13, "id": "stopped-saint", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:22.855111Z", "start_time": "2022-04-13T06:25:22.809969Z" } }, "outputs": [ { "data": { "text/html": [ "
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formationZgeometryXY
0Layer10.00POINT (750.000 865.441)750.00865.44
304Layer1350.00POINT (345.483 629.092)345.48629.09
332Layer1350.00POINT (669.435 197.325)669.43197.33
331Layer1350.00POINT (653.053 219.421)653.05219.42
330Layer1350.00POINT (648.227 227.168)648.23227.17
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" ], "text/plain": [ " formation Z geometry X Y\n", "0 Layer1 0.00 POINT (750.000 865.441) 750.00 865.44\n", "304 Layer1 350.00 POINT (345.483 629.092) 345.48 629.09\n", "332 Layer1 350.00 POINT (669.435 197.325) 669.43 197.33\n", "331 Layer1 350.00 POINT (653.053 219.421) 653.05 219.42\n", "330 Layer1 350.00 POINT (648.227 227.168) 648.23 227.17" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces_coords = gg.vector.extract_xy(gdf=interfaces)\n", "interfaces_coords = interfaces_coords.sort_values(by='formation', ascending=False)\n", "interfaces_coords.head()" ] }, { "cell_type": "markdown", "id": "valued-coast", "metadata": {}, "source": [ "### Plotting the Interface Points" ] }, { "cell_type": "code", "execution_count": 14, "id": "involved-association", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:23.089149Z", "start_time": "2022-04-13T06:25:22.856085Z" } }, "outputs": [ { "data": { "text/plain": [ "Text(67.45106220501688, 0.5, 'Y [m]')" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, figsize=(10,10))\n", "\n", "interfaces.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "interfaces_coords.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "plt.grid()\n", "plt.xlabel('X [m]')\n", "plt.ylabel('Y [m]')" ] }, { "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", "\n" ] }, { "cell_type": "code", "execution_count": 15, "id": "labeled-pixel", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:23.262349Z", "start_time": "2022-04-13T06:25:23.091159Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../images/orientations_example28.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": 16, "id": "configured-evaluation", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:23.294129Z", "start_time": "2022-04-13T06:25:23.264330Z" } }, "outputs": [ { "data": { "text/html": [ "
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1310Layer1bLINESTRING (750.000 865.441, 858.044 718.925)
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" ], "text/plain": [ " id Z formation geometry\n", "0 1 100 Layer1a LINESTRING (2.577 102.527, 78.137 1.951)\n", "1 2 150 Layer1a LINESTRING (3.720 276.250, 208.683 2.713)\n", "2 3 200 Layer1a LINESTRING (1.942 442.607, 335.546 1.697)\n", "3 4 250 Layer1a LINESTRING (1.307 583.693, 438.662 6.395)\n", "4 5 300 Layer1a LINESTRING (1.815 721.604, 544.572 2.967)\n", "5 6 350 Layer1a LINESTRING (1.466 864.659, 648.100 2.014)\n", "6 8 350 Layer1b LINESTRING (168.585 865.421, 817.632 2.522)\n", "7 7 300 Layer1b LINESTRING (267.892 865.294, 862.714 70.843)\n", "8 6 250 Layer1b LINESTRING (346.245 863.643, 862.841 176.372)\n", "9 5 200 Layer1b LINESTRING (407.708 863.135, 863.857 256.376)\n", "10 4 150 Layer1b LINESTRING (458.590 864.955, 863.317 326.157)\n", "11 3 100 Layer1b LINESTRING (534.604 865.153, 859.196 434.936)\n", "12 2 50 Layer1b LINESTRING (628.941 863.195, 862.767 552.331)\n", "13 1 0 Layer1b LINESTRING (750.000 865.441, 858.044 718.925)" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "strikes = gpd.read_file(file_path + 'strikes28.shp')\n", "strikes" ] }, { "cell_type": "markdown", "id": "imposed-elite", "metadata": {}, "source": [ "### Calculate Orientations for each formation" ] }, { "cell_type": "code", "execution_count": 17, "id": "durable-fault", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:23.357145Z", "start_time": "2022-04-13T06:25:23.296116Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
025.48233.15125.00POINT (73.279 95.860)1.00Layer1a73.2895.86
126.81232.96175.00POINT (137.473 180.816)1.00Layer1a137.47180.82
230.56232.87225.00POINT (194.364 258.598)1.00Layer1a194.36258.60
331.23232.90275.00POINT (246.589 328.665)1.00Layer1a246.59328.66
431.29233.06325.00POINT (298.988 397.811)1.00Layer1a298.99397.81
\n", "
" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 25.48 233.15 125.00 POINT (73.279 95.860) 1.00 Layer1a 73.28 \n", "1 26.81 232.96 175.00 POINT (137.473 180.816) 1.00 Layer1a 137.47 \n", "2 30.56 232.87 225.00 POINT (194.364 258.598) 1.00 Layer1a 194.36 \n", "3 31.23 232.90 275.00 POINT (246.589 328.665) 1.00 Layer1a 246.59 \n", "4 31.29 233.06 325.00 POINT (298.988 397.811) 1.00 Layer1a 298.99 \n", "\n", " Y \n", "0 95.86 \n", "1 180.82 \n", "2 258.60 \n", "3 328.66 \n", "4 397.81 " ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_layer1a = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation']=='Layer1a'].sort_values(by='Z', ascending=True).reset_index())\n", "orientations_layer1a" ] }, { "cell_type": "code", "execution_count": 18, "id": "satisfactory-monaco", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:23.436269Z", "start_time": "2022-04-13T06:25:23.358131Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
027.4253.1525.00POINT (774.938 749.973)1.00Layer1b774.94749.97
134.2152.9975.00POINT (721.377 678.904)1.00Layer1b721.38678.90
239.3953.04125.00POINT (678.927 622.800)1.00Layer1b678.93622.80
350.3153.07175.00POINT (648.368 577.656)1.00Layer1b648.37577.66
445.6853.07225.00POINT (620.163 539.881)1.00Layer1b620.16539.88
539.0153.13275.00POINT (584.923 494.038)1.00Layer1b584.92494.04
632.9753.11325.00POINT (529.206 451.020)1.00Layer1b529.21451.02
\n", "
" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 27.42 53.15 25.00 POINT (774.938 749.973) 1.00 Layer1b 774.94 \n", "1 34.21 52.99 75.00 POINT (721.377 678.904) 1.00 Layer1b 721.38 \n", "2 39.39 53.04 125.00 POINT (678.927 622.800) 1.00 Layer1b 678.93 \n", "3 50.31 53.07 175.00 POINT (648.368 577.656) 1.00 Layer1b 648.37 \n", "4 45.68 53.07 225.00 POINT (620.163 539.881) 1.00 Layer1b 620.16 \n", "5 39.01 53.13 275.00 POINT (584.923 494.038) 1.00 Layer1b 584.92 \n", "6 32.97 53.11 325.00 POINT (529.206 451.020) 1.00 Layer1b 529.21 \n", "\n", " Y \n", "0 749.97 \n", "1 678.90 \n", "2 622.80 \n", "3 577.66 \n", "4 539.88 \n", "5 494.04 \n", "6 451.02 " ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_layer1b = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation']=='Layer1b'].sort_values(by='Z', ascending=True).reset_index())\n", "orientations_layer1b" ] }, { "cell_type": "markdown", "id": "friendly-token", "metadata": {}, "source": [ "### Merging Orientations" ] }, { "cell_type": "code", "execution_count": 19, "id": "sitting-reproduction", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:23.466895Z", "start_time": "2022-04-13T06:25:23.438281Z" } }, "outputs": [ { "data": { "text/html": [ "
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indexdipazimuthZgeometrypolarityformationXY
0025.48233.15125.00POINT (73.279 95.860)1.00Layer173.2895.86
1126.81232.96175.00POINT (137.473 180.816)1.00Layer1137.47180.82
2230.56232.87225.00POINT (194.364 258.598)1.00Layer1194.36258.60
3331.23232.90275.00POINT (246.589 328.665)1.00Layer1246.59328.66
4431.29233.06325.00POINT (298.988 397.811)1.00Layer1298.99397.81
5027.4253.1525.00POINT (774.938 749.973)1.00Layer1774.94749.97
6134.2152.9975.00POINT (721.377 678.904)1.00Layer1721.38678.90
7239.3953.04125.00POINT (678.927 622.800)1.00Layer1678.93622.80
8350.3153.07175.00POINT (648.368 577.656)1.00Layer1648.37577.66
9445.6853.07225.00POINT (620.163 539.881)1.00Layer1620.16539.88
10539.0153.13275.00POINT (584.923 494.038)1.00Layer1584.92494.04
11632.9753.11325.00POINT (529.206 451.020)1.00Layer1529.21451.02
\n", "
" ], "text/plain": [ " index dip azimuth Z geometry polarity formation \\\n", "0 0 25.48 233.15 125.00 POINT (73.279 95.860) 1.00 Layer1 \n", "1 1 26.81 232.96 175.00 POINT (137.473 180.816) 1.00 Layer1 \n", "2 2 30.56 232.87 225.00 POINT (194.364 258.598) 1.00 Layer1 \n", "3 3 31.23 232.90 275.00 POINT (246.589 328.665) 1.00 Layer1 \n", "4 4 31.29 233.06 325.00 POINT (298.988 397.811) 1.00 Layer1 \n", "5 0 27.42 53.15 25.00 POINT (774.938 749.973) 1.00 Layer1 \n", "6 1 34.21 52.99 75.00 POINT (721.377 678.904) 1.00 Layer1 \n", "7 2 39.39 53.04 125.00 POINT (678.927 622.800) 1.00 Layer1 \n", "8 3 50.31 53.07 175.00 POINT (648.368 577.656) 1.00 Layer1 \n", "9 4 45.68 53.07 225.00 POINT (620.163 539.881) 1.00 Layer1 \n", "10 5 39.01 53.13 275.00 POINT (584.923 494.038) 1.00 Layer1 \n", "11 6 32.97 53.11 325.00 POINT (529.206 451.020) 1.00 Layer1 \n", "\n", " X Y \n", "0 73.28 95.86 \n", "1 137.47 180.82 \n", "2 194.36 258.60 \n", "3 246.59 328.66 \n", "4 298.99 397.81 \n", "5 774.94 749.97 \n", "6 721.38 678.90 \n", "7 678.93 622.80 \n", "8 648.37 577.66 \n", "9 620.16 539.88 \n", "10 584.92 494.04 \n", "11 529.21 451.02 " ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "orientations = pd.concat([orientations_layer1a, orientations_layer1b]).reset_index()\n", "orientations['formation'] = 'Layer1'\n", "orientations" ] }, { "cell_type": "markdown", "id": "textile-christianity", "metadata": {}, "source": [ "### Plotting the Orientations" ] }, { "cell_type": "code", "execution_count": 20, "id": "detected-certificate", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:23.718180Z", "start_time": "2022-04-13T06:25:23.468906Z" } }, "outputs": [ { "data": { "text/plain": [ "Text(67.45106220501688, 0.5, 'Y [m]')" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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qeXDaJnadKGH6+ixW7M+vM0lu/+aR3Nu1EZPXHGX6+iy2ZhexYGcOuaXVtWjkwPUZUYxoG8vn/x5k/s4ct8YyuFUMw1rHMGnJARa4MJZxPZPonBTCC7N3sONYMbtPlrA1u8jls3eXgr+XhkkjMzlVYeKhaZs5UVzJv3vz2J/rmTM7eaVVLNh1/r6WJLum1VfLDrkpKnmgEgU+GtYCL62KMVM2kVtiZO2hUxwpKHd3aHUaeRcByJDbOsSz7nAh78zdzbR1RzleZCTcT8+DPZO4qeXlKa8qXD6t4oN4/tpUXpi9g2X78tCpVQgCBHvrmHZvO1nWIl0uj1+TzIbDhTwxYys6tYhGLVJlsXFLuzieu7aJ7LrNXhiQytbsIh79ZTN/jetMTJD7pC9euq4p248X88gvm3nzxubsyynDz0vDwPQGTqu1UokCHw1tQZ+PljJo4go0KgFRFNCoRMYPy6Br41CnjHulNIvy58UBqTz7+3Y6vb0Yg1aF2WqjeZQ/X93WWlZCpv/FvtxStKfPj3MxWyU2Hil0U1TyIdxPz3s3p3HH9+tp9+ZCvHVqzFYb6dEBfHFLK/wNnrOvPQVlpuoyEQSBm1tGIUlwKL/irCjoc79v57uV9fvJyFVUWayoBLDa7Mre5VXW036Nm9wdWq2gVol2AUfsopalRgsmi40pa466RWzzv9BrVEwa0RIJuPmzlbR5bT6pL8zlzu/Xuby2Ra9RMXF4JhUmK2N+3sRHC/fx9tzddHlnEf/uvTz7jcvBR6+mymzFYpOoNNsor7JSVGHmvh83cMyBcKq7sdpsqAQBq02i1GjBaLaxOauIx2dscXdol0VMoMGhoKkoQGK4jxsikh+lVRbUooBN4uy+3ni0kIem1Y3rpdxQkqor4JNF+6uJIVaarXw4f59DcTqF2mXK2iysF/yZrTaJrdnFdaJO5ERxpcNi/EqzlW9WyDNxjw020DzKn5ySKnLLTFSYrCzancugiSsc2mg4k23Hi1GJwlml6SqLjUqzjTGTNzpNUXzJnjxsDpTyLTYbM2So9v3tyiPVrLjMVonFu/M8qg0/JshAh4Tgs/phZxAEgXtk0OEoB75cdrCaGKzZKrFifwGnypWmq9pGSaqugJrqDyrNVoorPeeC5KlUmR13xgkC1ZYBPJHyKguqGkQsSyodq4m7m5PFRjZcsNxyprblWxcngjM3ZDs8DiTsrebOoKDM5LCuz2yVyCmVX6JfU+IkCvbZX09i4shMrktvgFZtFzv199JgtUnsqoNdwldCYbnjfa1WCZQo96taR0mqroCaakY0KgFfneK35Gz6N49Eo6qedIT56tCrRVkWCF8ODUN8qj15A6hFuCY1XJat+2dqWy7EbJXYeNS1tS3iRWrOnFWP1qZhkMP94qUR6ZIU4pQxr4YujUNxcAoR7KMlzEU6X7WFQavm3cHpbH+pD5te6M3653rRMi6QZ37dxuF8pSi7S+NQhxZLeo3KrfWPdRUlqboCHr2m8Vn7lHOprLKS/Pxchny+in05ylOSsxjbI4kGAV4YtPYE9szNIa+0inZvLiL95X/4cP5ej+0IVIkC79ycjpdGdZ41jNVmF3BMfHYOd32/zuXLahcjNqjm2pbG4a5VXR/cKvrssXFhLK3iHVvcXC2JYT4MbNGg2ri+eg3eWjULd+VQIqNltceuScbPS1Mtec+MCWDc1M189u8BCj1saUirFvHVa9CoRD4enoFKFBg9RZ6ab67kwZ5J+Hlp0F7g0+mlEen41iJGT97osd2fckRJqq6AHinhvHdzOpH+ekSBszc+G3Yn+HWHTnHjpyvJk+G0f13A36Bh3kNdeGlgU27MiKJ3ajgC9qJuk9VGucnKF0sPMmHxfneHesX0Tg1n1piODGsdS+ekELy1KiTsx5jVJrF4dy7XT1qBsYalUFcTF+xNu0YOaluwewS+/tdOVh8scMksW5+mEfRrFoHXae+7MzNoTSL9WHuwgMlrjrDhSGGtx/LOTWm8eWNz2jYMIj3an8bhPuSWVnHPjxt4cOpm2ry2gGnrjtbqmFdKgwAv5j/SlXu6NKJ1fCA9U+w2L39tP8kfW47z0YK9dHtviceKaEYFePHe4HR2HC/hzb93uzsctxLhr2feQ124s1ND0qP9SY6wF/AfKzJyssTInO0nGDRxuSztljwRxabmIvyX/L4k2Yujh36+CuMFT+k6tcj93RJ4qFdjp8WnYKfH+0s4mFd9mt9Hp2bLi9egEgWPtlKYt+Mkj/yymfKq8xMob62KN25szqAWUW6K7HwqTBZenL2DWZuPY7VJaFUClWYbomCvr/LSquiZEsbHwzOueBnucvbj9mPFLN+fj7+XhoN5ZXy57JDdt1AUEASBlAhffrqrrVPsZUwWG61fm0+x8fwaOL1G5PfRHUmJ8Kv1Ma+G275Zy9K9eec14AgCdEgIZvJd7ZwypivOyVf/3MnXyw/x2aiW9G2m2NiYrTYyX51P6QXHpSjYyyomjMi87M/05GvrlaLY1DgJQRDIKqxA7aA4ocpiY+fxEjdEVf+oaRnMaLZSKZOZnKvhQF4ZRgfFw+Umq6ym7Q1aNe/enM7Ol/uw4qnuZ5dfbZK9SLzCZGXh7lyW7HGetMG5NIvy576uCQxvE8vRgnIEwGS1Sx5UmKxsP17Ce/OcowS/fH9etQ5VsCdb09bKrxtwxf78ah3NkgSrDrhmdtFZPNk3hbRof56YsYWsUxXuDsftHC+qdNihbpNgvaLrVSsoSdVVkhTmW61dFUCrEmgW5e+GiOofNdXsBBq0eDuorfE0Gof5otdU/z0MWtHl9UqXglolsulIERp19ZgrTFZmbXat1pbFamPh7rxqSYPJYuPXjcecMmap0eIwGbFJUChDiyVHTQYAWpUoO7HZy0GrFpkwPBNJgrE/b3KapIanEOStrVH2J9LfNabodR0lqbpKkiN8aRUX6FAnZWTbWDdFVb94ul+Kw8aBuzo39Ogbwhm6JYcS5qdHc0EHj0al4pqm4W6K6uKoVY4vLQKgVbt2n9gk+z9HmJzUKdq+UTBmB4PqNSJ9ZLjPbsiIqlbILAAD0hu4J6BaJDbYwNs3p7E5q4j33OxR6W589RquTYtEf8H9SiUIjOme4Kao6hZKUlULfHVba0a0icVHp0YtCkT46TBZbA4FHBVqn7aNgvnxzra0igvEV68mMdQbb62KWZuPy6aQ+2pQq0Rm3t/h7MVQqxII99VRYbKwL0c+y3/n0jkpBKna3BBoVCI3t4xxaSxatUjLuAAuzK8FAXo1cU6CE+anZ2z3RLw0qvMkQUVBoFOi/CQWnunfhLRof7w0Kry1KrQqAYmLy1N4Ev2bR3JLuzi+WHqQL5Ye4M2/d/HBP3vqZXH2Gzc059q0SHRqEYNWhU4tYpUk8ss8q9tTriiF6hfhSgvwKkwWBn6ynLIqC3Me7EKQt7b2g1O4KIt253DHd+sZ0TaWN25oXueKKQvLTfQbvwwvrYo/xnbCRyc/G8/l+/K558f1CNiX4ExWCa1aZP7DXYkNvjJ9nCvdjwfyyrhx0kpMFiuVZpvd5kiCL29tSe9U5xUwrzlYwM9rsyirspAQ6s0Xyw5yQ0YU7w9Ol+Us6tbsIvbllJEY5sPf207w+dKDvHFDc0Y4Ydbd1eek0WSh3VuLKDq9/KoWBdSiwHMDUhnVLs5lcciFUqOZwnIzYX467vx+HRuOFDJ7TKfLLimoa9fWS0EpVHcxBq2a8cMyKCw388SMrR5d6Omp9EgJ576uCUxZc5RZm51TN+NOAr21jB/WgiMF5Tz/+3ZZHmOdkkJY/UxPXhnUjOcGNuXnu9vZu2Inb3D5DGJCqA9LH+/OE31SGN4mlmevbUJMoBcvzNrhVKuOto2C+WhYC766rRVP92/CuB5J/LrxGFPXya9YHSAtOoCbWkaTHhPAE31T6No4lBdnb3eaEr0r2ZJdTOU5DR8Wm4TRYuPVP3eSXwfsrS4XX72G2GADeo2KD4e2wEenZvTkjef9jRQuHyWpchLNovx5om8yC3bl8NMaeWjT1Dceu6YxbeKDePrXbRwvq3sFqm0bBfNgz8b8tukYM51UcH21+Ok13NQymlvaxdEuIZgPh7Zgx/ESXpq9w+Wx+Bs03N6pIW/e2Jw7OjXi01EtKSgz8cgvm10mFDuuZxKdk0J4cfYOth8rdsmYV4pKFPh4WAZRAV7c99NGThTLzxj6cvhr2wmHheoqUXBZR6pcCfPV88GQFuzLLePlP1x/btYllKTKidzRsSFdG4fy2p87lfoqN6A+razspVExabOxTj6BjemRSLtGQTz/+3aPqA/p2SSc0d0TmLoui1/cPFvTLMqf5wc0YcmePD5besAlY6pEgfHDMgj21nL/5A0Uy7AT8Fz8DRq+vLUVlSYL9/7o+hnG2kSjEqvV1YG9IN+R7VV9o0vjUB7oZj83Z29xbYduXUJJqpyIKAq8NzgdX72acT9v8ugLkqcS4a/nw6EtOFYm8cKs7RjNdm0nOVmGXA1nbtJeWhVjpnjGMfZI72Q6Jgbz/Kzt7Dju3tmaUe3iGJAWyfv/7GXtIdcscQV5a5k4MpOTxUYenW6fJbPaJFku4QIkhfvy4dAWbM0u5plft1FQVsWyfXkeZ8V1Q0aUQ+kIi81G99OK8vWdR3o3PuubuD+3lI1HC9l+rFi2x6YcUQrVL0JtFeAt2ZPL/75dx+CW0aRE+lFmtNA1OZT0aH9ZFqvWRcZ9+Q+zD5jRqAS0KhGLTeLGzCheGdQMTQ3t/57EmcL8PqnhGHRqKs1WBqY1oG+zCFQOzFTdTX5ZFQM+Xo5WLfLH2E5nZwr+S93cGUWxpUYz101YQYXJwuzRHcktNeGlFUkI9XHq+fndikO89MdOIvx05JRWoVOJ3NwymmevTcVLhvpq4xfs5cMF+1CJAgaNCotNonG4D9/e3uaKmnHcUeA8cfF+Pl64zz5jJdmtrTJjA5h5fwflWnyaY0WVXPPBvxjNVvQaEQmBAIOGr25tTWqD6k4ASqH6+civZagO0i05jF5Nwpm+IRu1KGCTJD779wD9m0fwnky7gOoaXRtI/HkQzFYJs9U+m/PbpmN4aVS8MLCpm6O7enqkhJMZG8C8nTlnty3dm8f0DVl8c1trRJklViE+OiaOzGDI56vp+u5iSivNCIJAZlwg7w9OJyboyroDrwRfvYYJIzIYNGEFHd9ejFYtIEkCDQL0fHVbaxqGeDtl3J5Nwnj1r12cLLEXSRstNqZvyCarsJLv72jjlDGvhthgA6Jg954srbLbnOw4XsKYKRuZcrdzrGxqm9HdE7k+I4pFu3PRqUVOFFXy4YJ9dHp7MbmlRoK8tdzfNYHbOsTX2+uyJEmYrDasEpSb7DVoFSYrI79azepneqJzIOqr8P94/iO6B1BpsrJiv70Q0mKTsElQabYyZ/tJFu/JdXN09YP8MlM1AUij2cbPa7MwO0kA0pWcKK6sVvhcYbKy9tApluyV5zHWtIE/erVIUYUZq2Q/N9YfPsUNbjCK9j49Q2axSVSYbFSarRzML2fYF6tqVKC+Wr5feQThAi2vKouNNYcKOJRf3cvS3Xy9/FC1c8i+zwo9yjw+KsCLW9rFMaRVDF2TQxEF++yM2SqRU1LF23P38OGCve4O023M2JDtcLvZamPxbnleS+SEklS5gJUH8lGJ1f/UFSar02wyFM7H6siIDfuFoi74A67YX+BQxbzCZGXejhwH73A/83acrFarYZPsDyFzt590aSxT1x21m92dgyRBWZWFFfvznTLmzhMlOHJN0Ygih/Ll13RQU1G9WiVQ6qE1iuMX7KuWKFaarXy59JBH1Cc6g/zSKswOrpdWG5wq98z97EqUpMoFiGcW8B1QYbLU25PXldRUo+Jv0FDmoTeEc/HRqRyqX6tE8PfSuCGi/+ZoQQVGB1lFhcnKUReb354oNmJxcIpKEhSUO2cWJj06AK2DrjOT1UZiqPw8HXukhDnsktNrVMQFO2eJ1NnsrqErWxBqNmqv63RuHIrBwfXSarPRtlGQGyLyLJSkygW0TwiuIaWyzzBkvjqfiYv3Kx0WTiTSX4+XRsWFpUVllWa6v/cvd3y7jvLTdSKeSLfkMIft4jYbTF+fxY2TVvDvXnlp8aQ28MPLoVG0itTI6gWxzqRrjTcSiVZxzrmR3NYhHq36fBsbAF+9mju+X8d9P22QlZbVmB5JBBi01XxO7++aIMtmiEuhUajjZNAmSWhVYr184O2ZEkZqpB9eF/ipBhi0fL7kADd/upJ35u4mt7R+Jp3/hZJUuQC9RsXEEZl4aVR4acTzLqJVFhsVJisTFu1n+np5qizXBfQaFb+P7kjfZpEEeWvO7oMqq0SVxcbyA/k8OXOrW2O8GvQaFd/d3gZ/Lw0+OvVZw1QJKKwws/FoEff+uJ5Zm+Sz3NwtOYzoIEO12Zogby2pDfxcuqR0bVoksUGGasbcjcN9+HbFIb5edrDWldcj/PX8ProDnZJC0KgEvE8ndfllJvbnljFvx0kGf7bKacuPl0uor45/HurCA90SaR0fyMC0SIK9tUxbn+WxycdDvRo7NGOXJOj63mLSX/6Hx6ZvqZMadzWhVolMvrstz/RvQmZsIB0TgunaOITc0iqmb8hm/ZFCvlp2iGs+WEqWi2eUPQFFUuEi1HaraGG5iT+3HuflP3ZicVD8Ghds4N/Hu9faeAr/z7n7ss+HS9njQGNHqxLZ+EJvWfroXSomi43VBwt44+9dDpc2Qny0rH2ml2y6AUuMZj74Zy+ztxxHkiQqTFasNglRsCeE3VPCeG9wOn56+xKmM9u3K0wWflh5mD+2nkCrEtl2rNiuHwXoNSJqUWTK3W1Jiw5wyvjDvljF6oPVtbIahniz+LFuThnzalm2L49bvl7L7R3jefEyu2jl0oq/eE8uL8/ewZGCCvQakUrz+UvSOrVIl8ahfHmrww76Oo8kSXR+ZxHZhefPTIkCDEhrwI2RxbLYj67Ebd5/giA8LAjCDkEQtguC8LMgCHpBEIIEQZgvCMK+018Dz3n904Ig7BcEYY8gCH2cGZs7CPTWcn1GVI0/z/egDhpPpqYaGUHAYwtuz6A9fQM4VuTYUqS40kxxpXx+Rz+9hpeua8rG53sz9Z72SJKExSZhskqYrRJLdudx9/fOe3A6F4NWzX3dEvlrXGc6JoYgCP9fCWk02yirsjD2501OW6bfnFXkcPuRgnLZzgR1Tgrlfx3i+XbFYZbvk8eM2uXSPTmMJY93Z9/r/eiZElZtObbKYmPp3jyPt+m5Uk6Vm8gpqX7NtEn2pFrhfJyWVAmCEAWMA1pJktQMUAHDgKeAhZIkJQELT3+PIAipp3/eFOgLTBIEoc4JYvjo1IT66hz+zFlPwArn0yEhpFptFdhv8OG+etcH5ATC/Rz/HipRwFumM3FfLTvIheoWJquNLdlFHHSxBc/sLcccdkDlFBtrTFivlpoaCnRqFVoZC9Q+2TeFhFBvHpu+Rfa2OxdDrRI5VFDhsP5VqxY5XlQ/a4gMWjVCtVTTjq9enk0w7sTZZ6oa8BIEQQ0YgOPAIOD70z//Hrj+9P8HAVMlSaqSJOkQsB+QnwLeVSIIAi8NTK1WBAhwf7dGboio/vHYNcn46NSoL8ishrWJls2y2NUyrmdStSJwARjeOsahVYccOJRfjtXBLJBGJTotkakJtQMJFLDPXDlLgf/uzo2q7zMBhrWJkfVx6aVV8eHQFuSXVfH8rO3uDueqyIwNrHZdAPuyekINRe11HS+tit5Nw6vVPqoEgds7xLkpKvnitKurJEnHgPeAo8AJoFiSpH+AcEmSTpx+zQngjOlSFHBupXb26W11jj7NIvn29ja0Twimgb+edo2C0KpEvlx2CJuThAYV/p/YYANzH+rCiLaxpET40qtJGHFBBn5afdTlN29ncV16Ax7vY08evTQqNKJdZtKRLpJcaNsoyGHCV2W20sTF3YDD28Q6LGBODPWucRbwarmjY0NGtI1FpxbPJv2ShEfU+KVFB/BgzyRmbznOrM3yaYa4XO7t2gi9RlWtk7ZzUggBhsu34qkrvHVjc1rFB6HXiPjq1ahEAaskoVHVucWkq8Zpheqna6VmAkOBImA6MAOYIElSwDmvK5QkKVAQhInAKkmSfjq9/Wvgb0mSZl7wufcA9wCEh4e3nDp1qlPiBygrK8PHx8dpn38uS7LMfLfDxE1JGgYm1N+T11n81748WW7jpZWVNPAReaat3uHTqiciARarhFoUmLq7inlHLDyYqSMjTH43aotNYl9O6dni8E35AotOqOjSQOCONLttjavOSQk4UlBxVmZjQ77AouMiI5I1XNPQueenVZIwWWxoVSLfbDex8riFp9roSQ6S9w3MapN4Y42RE+U2XuvkRZD+4s/srry+Xg5VFhsni42UmyxICEw9oCLfKPFSey/CveU5y+sqTBYbJqsNrVrk400mdhdYeTRdokmE/PajM+nevbtbvP96AYckScoDEAThV6ADkCMIQqQkSScEQYgEzujeZwMx57w/Gvty4XlIkvQF8AXYu/+c2XXgyu6UrpLEqamb+W3rcYZ0b0nbRsEuGbe+cCn70i/2BA9M3siK8rDL7mTyBDp0tnLDxJX8sLuSEX3bOW3G5WpoUlTJ+//sYdnefPy81LRtqGPpoVMM6JDAkFYxLu8Y25JVxKajhQxurseyLouZBwq4rV9LkiNcI87ZtqOFAR8v4/s9Nv5+sIPsZ0sS0srpN34ZM7IMDGsTQ0GZidbxQTSL8q/2Wrl0//0X152qYOCE5Xy7T81vD3SUpdm1O2jVzkT/8cv4Zk8VCwZ1lK3IsKtxZtp9FGgnCIJBsDtT9gR2AbOB206/5jZg1un/zwaGCYKgEwShIZAErHVifLJCEATeuLE5ccHejJu6iYIypRPQ1fRvHnm2k+nvbSfcHU6to1Or+Hh4BkazjUd/2SLLpeaoAC8+GNKCdc/1YuGj3Zh8V1s6JYbw7G/bWHOwwOXxpMcE8L+ODenXPJL3B6fjq1cz7udNLuvG89Gp+Xh4BnllVTw1c5vsBYLjQ7y5p0sjVh4o4LFftvDWnN0M/mwV9/20wWkeis4mJsjAR0NbsCenlOd+3y77feAqgry1TByZwSmjxBMztih/l9M4s6ZqDfblvo3AttNjfQG8BfQWBGEf0Pv090iStAP4BdgJzAVGS5Ikzz5iJ+GjUzNxRCaFFWYelulNr67zTP8mtIgJ4IkZW13eceYKEsN8eHFgKsv35/PlsoPuDuc/UatEJo7MJCbIwH0/bSC3wn1FYaG+Ot4bnM6enFLemrPbZeOmRQfweJ9k5u44yZS1R1027pUgSRK/bbIb8ppOC+tWmq38uyePaevkHfvF6JYcxrgeSczcmM3UdYpI8xlaxgVxc2Mt83bk8M2Kw+4ORxY4dYFYkqQXJUlKkSSpmSRJt5zu7CuQJKmnJElJp7+eOuf1r0uSlCBJUrIkSXOcGZtcSW3gx4sDU1m6N4/Plh5wdzj1Dq3afhNXqwQemLyxTiopD20dQ79mEbw7bw9bs4vILqwg61SFbJ80/b00fHNba2wSfLTBSHGliR3Hi9mSVYTlQg0GJ9MtOYw7Ojbku5WHWbTbdUbVd3VqROekEF75Yyd7T9edmV38u18KB/PLySutrjxfabZ6fDIyrmcSnZNCeHHWDrZmF7k7HNnQN15N79Rw3vh7F2N/3kifD5dy2zdrWSkTJwBXoyiqXwR3rflLksS4qZv5e+sJbmoZxf7cMsL99NzZqSGt4hVDyyvhcvflkj253P7tOuJDvMk7Lcp6bVokT/dLkX1dy6VQXGGm14f/UlRhQgBEUSDS34sJIzJo2qB6/YscWHWggJFfrUajEhEFe8xalcgnwzPplBTisjiqLFaun7iS3BIjs8Z05FS5CX8vjdNNhXNLjfT9aBkmi41KkwUJaNMwiDdvTKNhiDza/fecLOWGSSuocPAw0iTSlzkPdjn7vafUVJ3LqXITAz5ehiAIvHxdU/bklBLqo6N/WqRHdGk6gyVLlhDdpCXXfLSUcxdXvDQqXhjQhOFt657sgtsU1RWuDEEQeLJvMgjwy/psNh4tYu72k9zy9VqPnkL3JDolhuBv0HAov5yyKgtlVRZ+3ZDNTZ+udPnsiDPQqkUqqyyYrXb1cqPZxqH8coZ9sZoSmarKZ8QG0DvKdnpJyUZ5lZXCCjN3/7CenBLXCTPq1Co+HtaCYqOZru8sYfgXq+nz0VIGfrKMk8XOiyPEW4deLVJWZcEq2RWt1x46xQ2TVshmnyWF+ThMLjQqgZsyo90QUe0S5K3l4+EZHC+q5J4f1/PevD289McO2r+5UFbm167mpzVHqwkqV5qtvPb3bqosdW+2/2IoSZVMmbYu6zytFAn7QfrKHztla1lRl1i4OxfTBRcDs03iZImRRbtza3iX5zBn+wkcpYYWq8RfW+VZpL9gVw5pQdVn1q2SxMwN2S6NpdJsBck+drnJitFsY+eJUm79Zo3TllFXHSyoZjFkk6DKbOO3ja79/WtCFAUmjMjEoFWhO605Jgp2uYXOLpxNdCbbjxWjEgVskv26XGGyUmq0cP9PG2S7hO5slu3Lq0EDT+JAbrmrw3ErSlIlUxbuysHiwCZDEASHRrkKtcuek6VUmqpfJSqqrHXi759TUuXwCbLSbHXqbMvVcKq8eq0O2LVz8lzsm/nN8sPVTNGtNonswkp2nihxypg1Kc5Xmq3syZFPU0WbhkEsfaI7j12TzF2dGvLmDc3x02t4eNqWOvFA+Mv67Gr7HiC/zMSBvPqVQJwhrAZ7L4tVItjH88slLof6uQjsAQT76IDqN2+z1VZvn4ZcSXyINwativILakO0aoHD+eUs35dPh4RgWduHXIyM2AB0alW12hcvjUigQcv+3DISQr0RLpSWdiNtGgax8FD17V4akY6Jrp0FOVnDcqNKFMgvc5z8XS3JEb6IDvaHl0akaaQfkiTJZn+F+Oi4u8v/226F+um447v1vPLnTka0ieXoqQrUcpb3vwiSQ3fA//9pfeSero3YnFVkn8E9h7Qof7ILKzBbbUQHGtwUnWtRZqpkyp2dGlbzAQO72u/Qz1cz5LOVLq0jqW/0aRqOr15drU6gyiLxx5bj3PvjevqNX+axBrJtGwaRFu1fzYrFaLbxztxdDPxkOb0++JdD+fJ58k6J8MPfS1NNfFGvUdEtOdSlsXRPDnVoY2Oy2EiPdk6hf6u4QBqH+1YzVzaabTz7+3ZSX5jHq3/uxCTDZKVHSji3d4hnypqj3DBpBU/M2Mq+3DLu/2mDLLsYL8aQljEOvVuDDBoSQuuXsvgZuieH8XifZLw0Knx0ajSnfQI3HC3kf9+so+f7/zLyK/nWa9YmSlIlU7olh/FQryT0ahHvC24iJquNDUcKGfHlamXWykno1Cp+faAjnRJDUF2QWZlt9jqag/llvPrXTjdFeHUIgsD3d7ThoV6NSQj1JibQC1E4XSNitmsLHcwvZ/iXq2Ul2hgd6MWbNzSnTcMgWsQEcE1qOIUVZrq+u5hGT/9Fi5f/4aMFe50e84i2sYT46Kp5FfZICSW7sJI1BwtqfalLEAQm39WWYW1i8NWr0atFBP5/bqTSbGXy6iM8Nn1LrY5bWxwvrkQAzFaJsioLNkli8Z5cPlviWdIxI9vF0SI2EINWhQCoTycQSeG+3PrNWh6cuokNRwrdG6QbuKNTQzY+35vJd7XluWtTUZ+uOyutslBlsbH20CkenrbZ3WE6HSWpkjH3dk1g3XO96J4chvqCGROrBCeKjfXy5HUVDQK8+OHOtux6pQ8OfH4xy7io+1LQqVXc1zWBhY92o0+zCC5cOJIkKDNaWO0GJfOLcX1GFL/c257fR3fk4d6NEQU4VmTEJkFRpZnP/j3Ai7O2OzUGX72Gv8Z25oGuCTSJ9KV9oyBigwzM3Z7DzZ+t5M7v15P56vxaLyD31ql5ZVAztr3UhwHpDartM6PFxrwdJ8mV2Sy20Wxl0e7c8xbHzDb7LNtPa464La4rQasWmXJXW766tRUP9WrMs/2b4KVRsWRvHsv25TN7y3FGfbWGn1YddneoLsdLqyI9JoDpG7Kq1Z2ZrRLL9uZTWENtZF1BSapkjq9eg8UmYXHw4C0I9sRKwbloVCKS5LhWRU6zOFfDyWIjDvoikJDIl7Fl0qdLDnDhZK3RbGP6hmyKKpx78fY3aHiod2PmPNiFn+5qR6XZinR6/LIqCxUmK0//to1dTipc33WixGEHp1YtcuRUhVPGvFLstaDnb1twzH778USBXUEQ6JAYwoO9khAAm/T/e0KSzsgJ7KLstCF3faOmphKVSqjzS4BKUuUBtE8IdlhfZbbYSI8OcH1A9QxBEOjSOATVBUXAAtCzSZh7gqpluiWHYXBgFGu22GQtOLvzRInD0mCtSiTrVKXL4lhzqIAKU/UbqMliY7KTZmLSogNQObiCmyw22YiBnsFXr6FR6Pkx7SyyL192S/bsc2jujpNUOXjq1Ygim48WuT4gGdA5KdThsalXi3W+YF1JqjyAm1tGE+yjPVv8d4bm0QHEBtftA1QuvHZDc4K8tWcTD5UoIAED0xu4N7BaYmB6JDFBBvQXrHM2j/YnKsDLTVH9N00ifKs1E4C97jAmyHVxF1eYEaotxtl1pJwl93Bvl0bo1NUT4faNggnx0TllzKvhnZvTMWhVZ69jDX3tfXTXefg5FFiDw4JVkvDzqp8N9g/2TMJXr6l2z/pfh/hqNap1DSWp8gC8dWr+GNOJ29rHEx3oRVKYNwmh3mw/Vszuk85ZWlA4n6gAL/59ohsvDWzKnZ0a8tLAVOKDDbz8xw4KZLw8dqno1Cp+e6ADD/VKolkDP9rEB9IiJoAtWcWyrtsb3SPRYWJxTdNwl9oJtYwPxOSgi81LI9KrSbhTxowP8eaXe9vTpmEQGpVAoJeaIIOG7ceLZVdTBdAiJoD5j3Tlzk6N6NUkjNtS1UT663lx9o4al4s8gds6xDtcSQgwaGgeJU/LJ2fTIMCLfx7qwm0d4mnawI9eKWFE+OmZti7L6cvy7kbx/rsIcvamyiutot/4Zfh7qfljbCcM2vr5RHSpOGNf7jhezA2TVtIhIZhvbmvtsZpVNVFcaebaj5chSfD3uM74GzTuDsnhftxw5BQvzNrBzuMleGtVmKwSTaP8mH5ve9SO1iCcxPv/7OGrZYfO0+rx1qpY92wvDC7yhdubU8qgCStoHu3PlLvauvT3v1yWLFlCUGILbv50FW0bBfHd7W08dhbjy2UHeG/eXjQqEavNhtFsIy3an5n3d5D1PqgNLvXaujW7iBsnraRnkzA+G9VSNppqV4Li/VcHCfXVMX5YCw7ml/P87zvcHU69pGkDf54fkMqSPXl8ueygu8Opdfy9NEwYkUlOiZHHZ2yRrXxHy7gg/hrXmYNv9mf7K315b0g6m44W8fGi/S6N49Frkpk0KpMeKaG0igtkQPNIyk1Wl3a3NQ735fUbmrH20Cne+2evy8a9UtKiA3jpuqYs25fPxwv3uTucK+buzgmsfaYXn4zIYPLd7Xh/SDpbsov5cIH894GrSIsO4Im+yczbkcNPa+quh62SVHkwHRNDGNsjiZkbs5nhYu8zBTuj2sbSr1kE787bw8aj8l0mu1JaxATwVL8U/tmZw/crD7s7nIty5sn3uvQG3JQZzYRF+1h76JRLY+ieHMY3/2vDjPs78MmIDPo1i+CduXvYklXkshhuzIxmRNtYPvv3APN35rhs3CtleJsYbm4ZzceL9rF4j+f6avobNHRPDiMzNpAbM6MZ1jqGiYsPePTvVNvc1akRXRqH8uqfO+ts6YqSVHk4D/ZMol2jIJ7/fTv7cz3fk87TEASBt25KI8Jfz9gpmzxWYf1i3NmpIT1Twnjj791syy52dziXxMuDmhITZOChqe7bJ4Ig8NaNaYT56hg3dROlLmwlf2FAKs2i/Hj0l81kyUxe4UIEQeDVQc1IifDj4Wnyj/dSeem6pqRE+PLItM0cL3JdJ6qcEUWB9wen46fXMHbKJipNVsxWG7Y6Ik0DSlLl8ahEgfHDMjBoVYyevMkjNV88nXOXyZ6YuQWr1UZBWZUs7UKuBEEQeG9wOsE+Wsb8vJEtWUXM3JDNiv35sr0Y+ujUjB+WQW5pFc/8vs1tS5f+Bg3jh2eQdaqCF2a5bpler1Hx6ciWANz74wa+W3GIZ3/bxuTVR2SpneSlVfHpyEysNom7fljPK3/u4NZv1vLh/L2y1km7GHqNikkjMzFbJcZM2ehxdjzOItRXxwdD0tmXW0bHtxeR/NwcUp6fy+MztlAuw2PzclGqm+sA4X56Phjagtu+WUvf8UvJL61CJQrckBHF431T8HFRkWx9pkVMAE/2TeH1v3eR9vI/mK0SogjD28TyTP8maDy8WDXQW8tHQ1sw7IvV3DBpBTq1iCgKBBq0/HJvexrIUHahRUwAj1zTmHfm7sFfr6ag3ISfXsPwtrFkxga6LI7W8UE82LMxHy7YS+ekEAakNaDSbMVPr3ZqsW5MkIFn+jfhqV+38dpfu7DYJAxaFR8u2MvvozvKTi8oPsSbsT0SeePv3ezLKcUmwZqDBXy38jCzx3QkLlhe2luXQqNQH966qTljpmzixkkryS01IgoCN7eMZnT3RPQOugbrA0nhPmhUwtmuT5PVxqxNx8k6VcHUe9q7Obqrw7Ov9ApnadswCG+diiMFFZSbrJQYLfy8NkvxB3QhSeE+iAKUm6yYrPYOoKlrs3jlj7rRSLD7ZCmq035elWYb5VVWThQZGT1lo7tDq5E7OzbET69mytos5u3IYcbGbEZ+uYavXNxYMKZHIq3jA3lixlaavjiXVq/Np/Pbi51eb/PPjhwEOGsZUmGyUlhu5gWZNrfM2nwcsOt7gd1AvtRo5rW/drkxqqujT9MI/L00bDtWTE5JFSeKjXyx9CCjvlpTb6/N3688Uu13N1ltbM4qYm+OZ5exKElVHeHPrSeqLcWYrDb255axxsXFuvWVTxbt58LVsEqzlV/WZztU2/Y0flp9pJqfl1WS2HG8hNxS+ekiAfyzM+c8/agzFiLvztvjUg8ylSgQ4KXFYpMwW+3/sosquf+nDWx2YhH70n151RTnrZLEv/vynDbmlWI0Wx1a+tgkWL4v3w0R1Q4LduZgspxfllFlsbHzRInLGynkwu4TJTiqjlCLIgfzyl0fUC2iJFV1hG3Hiqg0Vz9KrTaJPSc9O/P3FGoqsBUFgYIyzxe8M5od1+uJAlQ5OPbkwJxtJzA6iE2jElnlQqPogrIqh4lMldnGxMXOk35Q16D7VNN2d6IWBdSi41uSIwslT2FzluNrs9lqY6uHNH7UNukxAegcuNSbrTaSI3zdEFHtoSRVdYSkMB+Hqr5qlUC8zHzA6irNo/0dGJWATZLYeKSwxqTEU7g2LRKtqvpv6KfXUFJplmXRup+XxqGNDUgurTU8UWxE66CuTgIO5TvvyXxAeoNqViGCAJ0Sg5mz7QT7c8ucNvblolaJDEiPRHvBzVYl2mUXiivNHrlcFhtswMtBUqhTi0QHyqAWcfJkiI8HUbR/nTzZ6UPe0j4OvUZV7dzMiAmQnW/l5aIkVXWEQS2i0GvEagepj05Np8QQ9wRVz3jsmmSHhadmi41nft9Gh7cWsc+D6wXu75ZIgwCvs7MGZw61ogoTgz9fRfu3FrJJZlpdI9rGOrSxUQkCVsnGgTzXJBVxwQaH3V8C9oJ6Z/H8gFSSwnwxaFXo1SIalYAkwb9783l8xlYGfLKM279dS5VFHgn/K4OakRkbgF4j4qtTIwpgtcGXSw/S6rX5tH59Ab9u9CxNvuvSG6BVidUeuNSiSFywgV0nStz3QDJ5MtxzDxw5Yl8bP3LE/r2TE6sQHx2/j+5It+QwdGoRfy81XhqR48VG7v1hPcO/WM0PKw975IOoYlNzEeRsU+OIw/nlPDlzK+sPFwISXlo1WrXIvIe6EOorP4NVV+Kqfbn9WDFvz93N+sOnqk35C0DDUG8WPtLVYy0ajGYrs7cc59+9eczbfqJaXYSPTs2Kp3rg7+UcS5sr2Y/frTzEm3/vPm0hIlFptiII9ljNVhvNo/z56rbWTov5DG/P3c13Kw6fZ2MjCNA3NZzCSgvtGwVxa/t4Ar1r17NQkiRWHzzF/rwyFuw4wdJ9BefVWenVIrd1iOfp/k1qddz/4mL7cm9OKYfyy1m8O4dp67LPi9dLo+Lj4Rn0TnWOp6Iz2JtTykPTNrMvpxRJkhAFEYvNhlZl76L11qmZOCKTNg2DXBtYfLw9kbqQuDg4fPiSPqK2rq2PTNvEr5uOn/3eSyMSH+LDbw90kF2XpGJTU0+ID/Fm2r3t2fVqX/a81o9fH+hAeZWFR6dvkeXSTF2kWZQ/P97ZloYhPtV+JgHHiyo56sHihnqNiiGtYuiUGIJGVf1CZ5Uk/tp6wg2R1cz/OjRkzTM9eX9IOiPaxqIW7bM1pUYLRrO94+ix6VucHscTfZJ57tomxAR54aNTExvkhSTB3B05rD5YwKQlB+j94b/k1LIZsiAItE8IZmSbWFYdKqxWuG602Ji6LqtWx7xaGof70j05jNlbTlSLt9Js9Tj7l8bhvvw9rjNrnunFiqd6olWL2CT7377CZCWvtIr/fbvW9ebsR2uwi6lpu5MoLDfx17aT522rNNs4nF/Ob5uOuTSWq0VJquogWrWIWiXSONyX5waksnRvHt+sOOTusOoVFpvjwm0BAbPV8xPcgrIqh0tGVWar628Ml0CAQUufphH8uzevWgej2Srx7548SpyseC4IAiPbxbHsiR5sffGaswX0Z6KpstgoqjAzfoFzPPBskoSlBgFKOS6zlBjN1fbVGY4VeqZCeZC3ljWHTjmsDbPaJH53dQIRG3t5253EhiOFDmsOK81W/tlx0sE75IuSVNVxRrWN5ZrUcN6eu5vtx+pnp4k7uCEjCr2D7hZ/LzUJoZ5diAl2QUtHU/I6tej6JYzLoKTSceIkCLhUzfl4caXDJM5ik1i42zl+fWqVSHoN9VsdE+RXdxlo0GKoYdknxYM7xPJKqxw+WFVZbJwscfEDyeuvg+ECEViDwb7dhfgbNNgcJJoC9vorT0JJquo4giDw9k1pBHvrGPvzpjphA+AJ3N6xIckRvnifLuo+08Les0m4x9ZTnUubhkG0iQ+q1nHq56WRdVLVtXEoDhoYCTRoifDTuywOH52aGiYz8XNibdfr1zfHR6c+OytwprHlppZRThvzSlGJAo/3Sa52jAkCPNy7sZuiunraNgxC5aAl1Usj0iEh2LXBjBwJX3xhr6ESBPvXL76wb3chLWMD8ffScOGlUSUKjGoX59JYrhYlqaoHBHpr+XBoCw4XlPPSbHkqKdc19BoVM+/vwIdDW3Bnp4Y82TeZ3qnhTF2XVScE/wRB4KvbWvH8gCa0iAkgPSaA7smh5JRUMWODfLuzHu7dGH+D9qw0xJlr+J2dG7o02Q0waOmQGFxN7kAlCtzZsaHTxk1t4MfCR7tyd5eG9EgJ494uCTTw1/P6X7tcKoZ6qYxsF8e7g9NIDPPBW6ciIdQbSYLFu52rRO9MmkX50zU5tFqyqNeo6JLkhhnDkSPtRek2m/2rixMqsBst/3RXW6IDvPDWqvDWqk53fkqUe5hwstL9dxE8rfvvv3j/nz18smg/Hw/P4Lr0Bu4Ox6XIYV+WGs0M/GQ5lWYrf4/rTLCHTWv/F1abxKiv1rApq5BZozs5RcSvNvZjflkV3604zJpDBUQFeLHqYAEalcjfD3bGT+/cDsBzKSw3cft369hzshS1SqC8yoJNgvFDWzAow3UzR9uyi7np05V0SAzmm9taI7pIGPRK9+Wzv21j8pqj/HRnWzq5IwmpBaw2iRkbsvh5bRYWq40wPz2Ldufy6vXNuMXDZmZq89oqSRJbs4spq7KQFObD8C9XU1xp5s+xnYnwd91M8n+hdP8pAPBgzyQyYwN49tdtNap/KzgPX72GCSMyKaww8/Avda8jUyUKjB/eAh+dhgcmb5DtUnOIj47H+iQz/b4OfDQsg0kjW3Ki2Mhzv213qbhkoLeW30d35PfRHflkeAbLn+hOq7hAnvltm8v0s8AuWvvCwFSW7Mlj0hLnqbvXFs9dm0pSmA8P/7JZlk0Rl4JKFBjaOpbfR3fkz3Gd+erWVnRLDuXVP3bW69pXQRBIjwmgY2IIYX56Pr+lJZUmKw9M3oDJka+NDFGSqnqEWiUyflgGAA9O3VRjJ5CC82gW5c8LpzsyP/33gLvDqXXCfPV8PLwFh/LLefa3bR6hgN0yLpAHeyYxe8txft3o+vbt5AhfuiWH0SDQwCcjMtBpVIyevJFKk+s68ka2jWVQiwZ8MH8vK/fL22fPS2vXqSquNPPEjK0ecYz9F6Io8MGQFgT7aHlg8kand6J6Colhvrxzczobjxbxxt+eYaqtJFX1jJggA6/f2JyNR4sYv9A5rdsKF2dk21gGpjfg/X/2sMaF/nOuokNCCA/1aszvm4/LTv+oJkZ3T6RNwyBemLWdw060jfkvIv29+HBoC/bklPLi7O0uG1cQBN64oTmNQn0YN3VTrWtl1TZNIv14ul8KC3fn8sMqB+KVHkiQt5ZPhmdwrKiSp2bWjWSxNrg2LZI7OzXku5WHmbX5GJIkYbLYZPv3UZKqesh16Q0Y3DKaCYv3s+pA3bupyx37DawZccHejJu6iX/35PLVsoPM2nxMlnpBV8Lo7ol0Tgrhxdk72Hm8hEqTlaIK+RVCn0ElCnw0tAVqlci4qZvcutTQtXEoY7on8sv6bJcW/Xvr1Hw6MpPyKiv3/LCel//YwR3freOLpQcorkGKwp38r0M83ZJDef3vXfyw6hBvzdnFtysOcUqGBfeXSqv4IJ7ok8zf207y4fy9fLJwH+/N282WrCJ3h+ZWnuqXQqv4QB6bvoUWr/xD8vNzaPPGQqbJ8KFNKVS/CHIobnYW5VUWBn6ynAqTlTkPdq51awy5Icd9uTWriOsnrQDsre06tQqNSmTave093qkd7AXh/cYvo7zKgsliRRAE4oK9eefmNDJjA6/oM529H+dsO8H9kzfSJj6QokozWrXIyLZxDGkV47AN3lmcKfrfcKSQCH8duaVVxAYZeKJPCr2cbM/y3rw9TFi8HwG7MKleI+Kv1/DHuE6E+dZesXBt7MtjhRV0fXcJVklCkuyWOypR4Ic729AyTr7SHhfDZpPoN34Ze3JKUQn2faBTqxjcKpqXr2sqO0kWV11bP12yn7fn7jlvm5dGxes3NOPGzGinj38uSqG6QjW8dWo+Hp5BQXkVTypTzW5h67EiVKKATQKLDcpNVooqzdz74/o6sT+CvbX46tRUmKxYbHbl8v25ZYz6ag3ZhfJslOjZJJwALw1rDxeyN6eM7cdKeOWPnTw8bbNL41CJAoNaNMBktXH0VCVGs429OWWM+Xkjc7c7T2FakiR+32yvKztzBBrNNgrKTXw0X37lAnO2n0QQ7F7AYLd9KTdZGT1lk8eeQ6cqTBzKtzcqWCWwSXZl8enrs9lwRF6G5a7kmxWHq22rNFv5YL68LIuUpKoGJEnCaLayZE+uLPVbaoNmUf482TeFf3bmMHmNa72eFODntVkOlZVzSqo45Ma6ntpi+7ESTjqozTFbbfy0Wp7H27wdJ6vZ71Sarfyz8yR7c0pdGsukJdUbGYxmG2/NcV7Bbm5pFXml1TvqLDaJBbuco/R+NczcmO3wHCqpNLMv13UdlLXJkj15qB1YthgtVv6Uma+mq7DZJIfHJcCJYnnV/ylJlQNySoz0G7+MA3nljJ2yiXZvLuSDf/Z47JPPxbijY0O6NA7l1T93uvymUd+x1iCpIAg1/8yTOHqqAtHBUoXZKnEgV57H2soDBVSaq9dTCQgunyWoSfbkiBPlUPQalUO7ELDPbssNVQ1LYZKES5draxMH+RRgF6q9UCy2viCKAg0CHC89xwUZHG53F0pS5YB7f1zPvpxSbJJEaZWFKouNL5cdYt4O+T2pXS2iKPD+4HR89WrGTtnE5qxCftuUzaajhXUyiZQTN2ZGodc4eCI1WRn+5Wqe+32bx+rwgF292+xAtkMjQn55FW/N2cV+mSVXDQL0aB14NooChPm6Vqw1zM/xeOFOtNPx99LQvlHwWVulMwgClFSaGPXVGllJLgxvE1tNmRzAV69i4c4cZm857nHNHz2Swx0mtmqVwKAW8rMTchVP9kmpdr08k2gO/GQZExbvo0wG2nhKUnUBWacq2HWilAtnlCvNVr5Zccg9QTmZUF8db97YnD05pdz06Sqe+307I79aw8AJyymukF/XT13h1vbxpEb6YTjtD3jmNmYD8stMTFubxXUTVlDhYTYNZ2gY4k2vJuF4XXAhNNtg09Fivlx2kAEfL+fnNfJpiR/cMqZaQgFgkyRyS6t4/vftfL/ykEu64R7q1dih7924HolOHffDoS1oHO6LQas6u+8kCQrKzSzfn8+d369j+np5dF0NbR1Dp8RgvDQqNCoB3emEOL/MxDvzdvP0zK10eGsR+z1oKdDfoOHDIS3Qa0S8NKqzlkoGjZq4YHnNyriSQRlRfDikBY1CvNGqRLy1KiRgT04Z246V8MnC/Vw3Ybnbr5dKUnUBJUYz6tMHcfkF182iOlpbBbDxSBGqM15LVVYqTFb2nCzlmd+3uTu0Ooteo2L6fR2YMCKDwS2jq5mJmm0ShRUmftvkekHK2mL8sBaM7ZlEgwD9WT+vM1ht9sLil/7YKZvkPcJfz9e3tSbMV4dBq0KnFvDVqak023hh1nZ+XH2Et+bsocs7i52uej6sdQzP9E8hyFuLShDw0amRJJi2LotOby+i94f/8tPqw7WuzB/so+OvcZ2Yek87WsQEcGGKWWm28eqfOx3OQroatUrky9taM/WedjzZN4U+TSNQiZzX/FFYbmLMlI3uDvWy6Nc8khVP9uCFgak8078JE4ZnUFpl4RkXq/7LjX7NI1n0WDdWPNUDywXHfZXFxomiSn7d6F7vUSWpuoCkMN+zdSCGc0oI1CL0burcVmZ3Mm19VrXZObNV4p8dJ2Vx8ayrqESBHinhtG0UjN7BMkaFyerRBsxqlcgD3RJZ+VRPeqWG4+j+r1YJrDggnyWl9gnBrH66J7NGd+Sfh7vSKzUMAc4WRFearZQY7WrezkQQBG5pH8+G53qx/eU+rH66Bwatii3ZxWQXVrIvp4zX/9rN4zO2OGXstOgAsgorcXQLt9gkWVldpccEcFfnRmw/VsyFlysJOJRfzoniSrfEdqUE++gY3iaW/3VsyID0BjzSuzF/bDkuS20mV7PpaCEaB8VnlWYbC3e512xbSaouQKsWeeOGZug14tmnagH7k09dNiGuqqHuwGqT6kTRtNyJDvSqNiMAoFUJNAz2dnk8zsBLo6o2Gwf2InCdgzomdyKKAknhvsQFe7NgV261xEKSYHNWkUvqdQRBwEurYubGY9VmpSrN9o6wowXOSXBCa6gjs1glAg3y07az1jCLUxeaP+7vmnBWUHfPSXnVIrqaYB+dwxk7lSAQ4e/lhoj+H3ldyWTCwPQoZtzXgQCDlvaNgrmrc0P0GhVP/7rNY0wdL5duyWE4apZp2sDP4QyKQu3SJj6IcD99tc4fSYLhbWPdE1QtM7hVDHp19WNJkiQ6Joa4IaJLw1GNFdgftlypw7jqYAFGB9cftUpgS3aRU8a8v2uCw0LwTknBshQMvjEjymGCHuGnJyrAvTfbq+WMP6Cfl4bRUza6vXbInWTGBhDio6t2z9KoBW5pF+eeoE6jJFU10CzKn+hAL36+px3PXpvKux5m6ni5PHttEwIN2rOFqWc6dzslhboxqvqDKApMvbcd7RoGo1EJaER7DY3ZJrHzRIm7w6sVWsYFcn+3BHRqES+t6myy3jIuUNaJ+42Z0dU6AgWga3IoOgdJorOICzI4bqmXINLfOR2B1zSN4NFrGmPQqvDR2YvBBewK33Ks7bmnSwKNw33wPt38cSYh7tssQnZK5FdCqK+O8UNbcCCvjBdn7XB3OG5DEAR+uqstiWE+eGlU+OjU+OjUvHtzGqkN/Nwam/yER2TKtWmRbDzakK+XHyIjNqDOtbY2CPBi0WPdmL4+i01ZRTQO82H9kUK+WHqQLkmhtE8IdneIdZ4wXz2T725HcaUZk8WGj07NDZNW8PC0zfw5thPRgZ7f+TOuZxKDW0WzbG8+Bp2KHcdL+HTJAWZvOS7b5fVHr2nMpqOF7D5Zis0mYTn979rmkS6NY1S7OH5YdQSz9fwlR3+DhpZxV2b7cync1bkRo9rFcTCvnBBfLdPXZ/PuvD1MX5/NkNYxThv3SvDSqvh9dCcW785l49FCwv31LNiZwzfLDzMgrQHNovzdHeJV0yExhLE9kvh44T7aJwS73KJFLsQEGfjn4a7szy2jrMpCk0hflz7k1IQyU3UZPNUvhVZxgTw1c1udFMr099JwV+dGTByRyYO9GjNpZCbxwQZGT9nIsSLPKvL0ZPy9NIT66vDSqvh0VEusVonRkzdWU/r2VCL9vRjSOoYBaQ14tHdjMmMDePa3bbK1rjFo1cy8vwPf39GGZ69twue3tCQlwpfX/9pVo8qzM4gJMvD1/1oR6a9HrxHRiAJalYgkQUmlc5eC9BoVqQ38CPPVc3/XBDolhvDC7O3sk+F1UCUK9EoN54m+KdzWPp7xwzII9NYw9udNstAxqg0e7JlE24ZBPPf7do+Si3AGiWE+tIgJkEVCBUpSdVloVCITR2birVNz308b6swJWhO+eg1f3NoKs8XGvT+u9zgRvbpAwxBv3h2cxpbsYl77s+4tPatVIh8NzUCS4OFpm2VbTCwIAq3jg7ilfTw9m4Tz8ekWd1f7ZnZICGHlUz2Y/3BXVj3Tk2n3tiO/rIrHZmxxWRyiKPDB0HR8dGrGTNkk++tCkLeW8cMyOFJQznO/bZPlsuXlohIFxg/LQK9RMWbKRtnvg/qEklRdJuF+eiaMyOBIQQX3/7SBZ3/dyu3fruW7FYcor4NJVkKoDx8Na8GO4yU8/WvduCB5Gn2bRXJ354b8uPoIszZ7rmZVTcQGG3hlUFPWHS5k0uL97g7nkmgc7svT/VJYtDvX5b6ZgiAQE2QgxEdHRmwgT/VrwvydOXy93HXixGG+et4f0oI9OaW8+udOl417pbRrFMyDPRvz++bjTN/gXh2j2iLCX8/7Q9LZfdIz9kF9QUmqroB2jYK5vkUDlu3LZ8raLBbvyePtubvpN36ZS5SWXU3PJuE80qsxv2065tILt8L/80TfFFrH25ee5bjkcrXckBHFdekN+GjhPjYeda3H3pVyW/t4ujQO5bW/drp1CeaOjvH0aRrOW3N2u/Rv17VxKPd2bcTkNUf5e5v8jX7H9EikfaNgXpglz2XLK6F7ctjZffDn1uPuDkcBJam6IixWGwt22n0Az8zbVJpt5JQY+XLpQfcF5kRGd0+kb9MI3vh7F79uyGbS4v2MX7CX7ceK3R1avUCjEpkwIhODVsXQL1aT+ep8Gj83h6Gfr6oT+0AQBF69vhkRfnoemrqZogoTB/PKKJSxi4EoCrx3cxpeGhUPTdtEbomRDUcKyS0xujQOQRB45+Z0IgP0jJ1ij2NzVhH7c0udPrP82DXJtIgJ4IkZW3nlj53c+s1aXvtrp6yEQc9gXzJrgbdWze3frmPIZ6vo8d4Snv99OyeLXbvPapPHrkkmIzaAp2du40hBubvDqfcInryc06pVK2n9+vVO+/wlS5bQrVu3att3nyzhpkkrKTdVX8dOCvNh/iNdnRaTOymrstDjvSXkllahFuwedVq1yKi2cTw3INXd4V2Umvalp3H39+uZv+t8Y2+DVsWfYzvRKNTHTVHVHusOn2LI56tQiwIalYjFKtG5cQgfDW2Br14jy/04Z9sJ7p+8EVEAb50ak8VGr9RwPhiS7tLi2a3ZRdw4aSUSoFeL2CSICvTi69taEedEAdk1BwsY+sVqBOwPmRqVfd9NvqstGbE1dyW6a18+/7vdbugMalHAR69m3kNdnGpW7UyyCyvoP34ZccHezLi/vUuPOzmek85GEIQNkiS1cvQzZabqCvDRqav5Dp3BV193VSoqTVaKKuwzBxbJrjJvNNuYvOYomzxkycaTKSw3sXRfXrXtRrOVT5cccENEtY8k2VWRzVaJCpMVk9XGsr15jJ4sX++2rMIKVIL9fCg1Wqiy2Fi4M4fX/3JtY8EZkU6rTaLcZKXSbOVgXhkjvlxd6/6A5/L9ysNnEyrg7L576lf5+YYazVZmXuANZ7FJlFdZPPocig408O7gdLYdK+btOXvcHU69RkmqroDoQAPJ4b6oLpBz1agEOiWFsOpAQZ1UXl+8Oxe1A78lo9nKX1vlX1Ph6RwuKK8mQgn2m/m2OrAECPD5vweqPbCYrBJrDp2SrXfb18sPVfPNNFps/LI+y6XdjD+tPlItebJJUFRpZu1h5/lHLt2X79Af8EBumeyad/bnlp31dj0Xs1ViuYMHFk+iT9MI/tchnm9WHGL+zpz/foOCU1CSqivk81tbEhdswKBV4a1VnTVc/XLpQe7+YT2tXpvP8n3yMYmtDWoSJBYEe32JgnOJCTJQ5SBZF7B3o9UFatJD06hEThTJs+6lJo0os0Vy6cPVyRIjjkYTECgoc15tmkHreKlJFASHprfuJNRXV6NBvLs942qDp/un0CzKj8emb1G0Bd2EvI54DyLS34uFj3Rl8l1teXVQs7P2EZVmG2VVFkqMFu7+YT2nZFxoe7n0ahLu8MlbEGD1wQKGf7ma3zZly1ZryNMJ8dHRv1kkes35p60ogMli5fN/D1BQ5joxSmfQrlGwQyuWsioLN366kv15ZWx1ks/dldIq3nHdUHyIAa8aEg5n0CMlzKFPn8lirTHG2mBUu9hqx6QA9E4NI7fUSKlRPh3R4X562jYMqnaMqQSB7smhTFt3lPWHT3msdIxOrWLC8EysNolxP2+qMYFUcB5KUnUVCIJARmwgFWZrtaVAAAmpTrW5BnpreffmNPRqEb1G5MxKlNUGW7OLWXWggGd/287oKRs99qIkd965OY1R7eLO3jwFwCrB3B05fDh/L13fXeLR3YD3dU3AW6uuZix9hkqTlWFfrOZogXy6y567NhVvrapazO0Tgnn+9+18teygS7oYB7WIIibIC/0FS8QhPjomLt7PzZ+u5KXZO2q9M+/+bon0ahKOTi3iq1OjUQlIwIJdufT+YCktX13Ag1M3UemgsccdfDIik/aNQtCqRbxP+xlaJYm35u7mpdn2DsbrJqygREbJ4OUQH+LNGzc2Z8ORQj6Yv9fd4dQ7lKSqFjjj1XYhJouN4grPPDFr4roWUSx7sgfPXpvKqHbx6NTnJ5MVJiv/7slj49Ei9wRYx9GqRZ67NpWdr/RhVNvY827kRot9lvSRXza7Lb6rJcJfz98PdmZwyxgiaujEMllsfL1cPtIlyRG+/P1gZ4a2iiU10pfujUMRBJiy5ig/rj7Ce//sofM7i52e7Oo1Kn57oCMP9W5M8yh/OiQE07dpBMeLjfy06gjrjxQyefUR+n60lB3Hay+WM3If8x/uyvtD0nnluqaoBIEqi41Ks73ZYO72kzw2Y0utjXk1+Htp+OHONix/ojsz7uvA9S2iEAR7+Ual2UqFycrukyW8PNtzDYuvS2/A8DaxfLrkAP/u9exaMU9DSapqgU6JIWgdtLBqVSKdkkLcEJFzCfXVcUu7OEJ8tJgvrNAFqixWVh8scENk9QdBEJi3MwdHJTuH8ss9ehmwQYAXb92Uxjs3p1Xrps2ptHdr7TxR4qboHBMXbJ8d+PvBLjQM9T7bDQj2DtmyKgsPT9vs9Di8dWru65rAH2M7MeXuduSdPg7OHCbm052BL86q/YQhNtjANU0j+HPbCawXzFRXWezafnIqhwjz09Mk0o8/t57gwol1s1Xij60nPHrG/cWBqaRE+PLItM3kuFg7rT6jJFW1QHpMANekhlcr2AwwaEmP9nxX9JoIMGgd6qHo1CoCDBo3RFS/0F6kCNhRl6ankRDmU20G+K+jKtQipEUHuCeoS+DvbSccJrtHCirId3GyW5PUiTOV17MLHRdIq1WCSw2oLxWLzXHdkcXD65H0GhUTRmRSYbLy4NRNSq2ri/D8K69M+HBoC94bnE6PlFC6J4dyQ0YUJ0uMfL/qyH+/2UMZkBbpsCPQJkkMaN7A9QHVM4a2jqlWPwOQGRuAv5fnJ7VRAV70Tg0/rwi6yAQSArd3jHdfYP9BTQmthITaxV2yNRXKG7TO09NrHR+Eo19TkiAu2OC0ca+UzomhDuPtmBiCUFPLs4eQGObDa9c3Y/XBU3yyaJ+7w6kXKElVLSGKAv2bR/LN/9rw7e1t+GBIOr2ahPHG37vYnFXk7vCcQoBBy7f/a02gQYOPTo23VoUo2MVRJYfKNQq1yX1dE2jbKBgvjQq9RkR7uqMpJbLuzI5+OLQFd3VqRICXBo1KoGsDAatNYvVB5+kuXS1DWjlOdptH+RNg0Lo0luFtYqvFohJgRJtYp405tkciBq26WqLSr1kEegfdie7m5UFNCTBozzZ/nMmJuyeHujGq2uOmltHclBnN+IX7WHmgbsn8yBElqXISgiDw/uAWhPnqGT1541kl8rpG20bBrHu2F9/f0YYf72rLzPs6UGI08/iMrR5dj+AJaNUi39/Rhl/ubc8LA5ry5W2tGdIqmu9XHmbxnlx3h1craFQij/VJZvOL17Dv9f7c2txA24ZBPP/7dreaGF+Me7s2olV8kD3ZVYvoTic17rARerxPMt1TwuydeXo1KsHeLdq6YZDTxowL9uaPsZ24tnkkYb46UiN9iQsy8M+OHA7myW+fxQQZWPJ4N57sm8xNmVE81bcJGbEBvDtvL3tOush4efJkiI8HUbR/nTy5Vj/+lUFNaRTizUNTN7t8Cbq+oXj/XYTa8DTanFXE4M9W0rVxGF/e2tLjp5Mvha+WHeS1v3bx4sBUbu/Y0N3hAPXHn8potnL9xBWcLDHy17jORAV4vqDhuSxZsoSUjHb0/3gZYb46fh/dUZazH2A/97dmFxEd6MXyffl8s+Iw44e1YFCLKJfHkl1YwaH8choE6Ln/p40UVZj55+EuLps5yy6sYOAnywk9vc8MWrWsz8ncEiPXfrIcH52aWWM64qd34nL65Mlwzz1QcY7UhcEAX3wBI0fW2jC7TpRw/cQVtG0UzHf/a11rgs1y3o/OQvH+cyMtYgJ4ul8TFuzK4atlh9wdjku4s1NDeqaE8ebfuz1aM8kT0WtUfDqqJRarxJgpG+ukXVKEv573Bqex+2Spy/31LocWMQHc2j6eHinhPN2/CW3ig3hq5jbXzX6cQ3Sggc5JoSSE+vLBkBacKjfxvBM6AC82/sfDM9iXW8ZTM7fJfhY7zE/PpJGZZJ2q4NFftjjVO5Fnnz0/oQL7988+W6vDNIn048WBTVm6N4/Plnquz6HcUZIqF3B7x3j6No3g7bm7mbfjJD+uOszPa4/W2WlYQRB4b3A6wT5axkzZKCtF5fpAwxBv3r4pjU1Hi3h77m53h+MUeqSEc1enhvy4+ghztsnfd9Ku5ZSBj17NfT9tcKuwZLMofx7qlcQfW44ze4vrxIk7J4Xy2DXJzN5ynO9XHnbZuFdK6/ggnunfhPk7c/j0XycmIUePXt72q2B4mxgGpEXy/j97We9EP8j6jJJUuQBBEHj75jR8dGru/XEDr/65k1f+2Emntxbxx+a6o7h+LoHeWsYPy+DoqQqe/W07kmT3QZP7E2pd4dq0SP7XIZ6vlx9i7nb5Jx1XwhN9U0iL9ueJmVtrXSXcGYT56Zk4IpOjpyp4fPoWt54L93VNICM2gOd/3+5SDaP7uybQq0kYr/21i32F8lBYvxi3d4znuvQGvP/PHv7cepwpa47y3YpDtXu8xdbQNFDT9qtAEATevLE50YFejPt5k0uU/usbSk3VRajNteK9OaUM+GQZJsv5f2+dWmTlUz0I9tHVyjhy45OF+3h//l6CvLUUVpjw1qq5q3NDxvVIcqkJc31c9zdZbAz+fBX7ckppEx/EwfxyEkJ9GNszkcxY53nBOZML9+ORgnL6f7wMfy8NInbvzV6p4Tx6TWPCfB0rsrubMzWHT/VL4b6uCW6L41B+Of3HLyM9xp+eKWGUGC10TgqldXygU2s/iyvNXDdhOYWlFYQH+HCyxEjjcF+e7JtCGycW0F8pFSYLvd7/l+PFxrNNB2DvchzTI+nqB3BRTdW5bMsu5sZPV9C1cShf3trqqvZ3fby2KjVVMmD25uNYHaiPq0SBBbty3BCRa2gVF4gowKlyE5JkN8b9/N+DvDlHvrUwdQWtWmRs9wQqTFaW7M3j6KkKFu/JZcSXq1lSR7oD44K9SQ735XiRkewiIwXlJmZuyGbAx8tl6912Z6eGXJsWyTtzdzNmykZ6vr+EwZ+tZO72ky6No2GINze3jGb1wVO8PXcPExbt53/fruX+yRudWkPk76VhaKsYKswS+3LLKDVa2HCkkFu/WcOqA/JzYjBZbOSX20s1qiy2s/8mLN5fO3Y/I0faE6i4OLs7fVycUxMqgObR/jzTvwkLduXyzYrDThunPqIkVS7CYnOs3CRJEpY6rHT78eL9XPjrVZqt/Lj6iGwMVusyXzhojjCabU6xKXEHh/PL2XH8fMsai02i1Ghh+rosN0V1cQRB4Nl+TRAEgT+3nuBAXjnrDhfy8C+b+ciFBrhVFiu/bswG/v/6VGGysnRvHn87cclYkiS+W3mY3lHnN1EYzTbekuHD1sJduajF6rdKk8XGrNoq3xg5Eg4fBpvN/tWJCdUZ/tchnt6p4bw1Zxdb6qiWojtQkioX0a9ZhENLF5PFxqG8chbvyXVuh4mbqEmXRhTkaVlR19iaXeRwe1ZhBUaz5ye1248Xo1ZVX7qoNFtZK+NC3Bkbs6uJY1aarHz67wGXmbBvOFzocNmnwmRl5oZsp41babZSUG4iNbD69W5vjvx0rC5m72JxsPrgKQiCwLs3pxHmq2fMzxtlO7PraShJlYtIjwlgZNtYvDR21fEzf3hJgq+WH2L05I3cMGlFnZu9SYnwc7hdkqDSbFH8qJxMUA06RHqN6qLegZ5CdKChmhku2FXDy6osHMovd31Ql8DSvXkOzci1apHttbGkdAlcrI5G5cR6R71adVa9/EIi/OVXB9c9JazG69SqA/m8N2+Px3ZyBxi0fDw8g+NFRp6aqQg21waef1X1IJ4bkMov97bn/q4JBHrbb3ZnJsArTFZ2nyzlM2e27rqBR3o3xktT/TAzmq3cMGklbV5fwPyddbemzN3c1zXB4Q1MIwq0eWMB437exNEC+XfO1UR6tD9xwYZqnnpWCdYdOkXfj5by9hz5yUo0CPBy6JtpttqwWiWXPGy0ig90mDxp1SKDW8U4bVxRFLivayPEC/4AomBv3Hntz52y6uYM9dXxwoBU9GrxvOPMJsGuk6V8sewg13y4lONFjo2k5U7LuEAe75PM39tOMnnNUcqrLBwrqvR4Q2l3oSRVLqZ5tD+3dYintMpS7WdVFtvZGoe6QnpMAD/c2Za0aH+0KhH16WvSmfqNgnIT437exK4TJRf9HIUr45b2cdzRKR69RsRbpzp7whcbLeSXmfhz63EGTljOyWLXtdXXJoIgMPmudnROCkFzwTKgySpRZbHx3crDrJPZUuCdnRqe10l2BqPZxr0/baDVa/P5c6tz5VY0KpHPb2mJQavCoFWhFu110labxNfLD9Lm9QUM+WyVU/ziHuiWSKivDh+d+ux+s0mw+2Qp3688TJ+PlrLhSGGtj3uljGwXx9yHujCuRyLeF5hUmyw2iitMfOjCerja5p7OjeicFMILs7bT4pV/6PX+Elq+toBf1suzLlHOKEmVOxCgJr/humhj0zo+iNljOjF7bEc0NdSVfbuifqjNuxpBEHi8TwobnuvND3e0rVZ/ZJPsLeNfeLDCcpC3lm9vb8O7N6fhrXU8K+rMGqErIT0mgLdvTMNPr8Zbp+LcvVJptlJYYebx6VvZeNS5iUW7RsGseronLw5M5Ym+KTzXvwlWm8TaQ4Xkllax9vAp7vhuXa1rnYmiQJivjs0v9KZHcth5PzPbJCpMVp6aubVWx7xa4kO8GdI61mFjkVWCJXvz3BBV7SCKAgFeGmwSmK0SlWYbxZVmXpy1o850CrsKJalyA2G+ehLCvLkwfdKIAjdlRrslJleQU1JVbZkGwCpJHD3lmVPnnoK3To0kSegcLAWarRJrDslrJudK0KhUOFpTk0CWHbaDMqLY8HxvJo1sWW2WDezJ4OcuKAfw99IwtHUs93RJ4G8Hsg5Gs41X/tzplHobtUpkdQ3H3qH8coor5VU87a1TYavh7+CvV7s4mtqj1GjmHwdlGJVmK58s2u+GiDwXJalyE58MzyTAoMFba39KFQV7cjEgPdLdoTmNpg38qHKwTq9VCXRKDHZDRPWLyACvGr0A44O9XRxN7dMpKcShFpxOLXJdegM3RPTfaFQivnq1w85gCTjq4tqinccdL8PnlFRR6aRuUYPWcdG6cLrGSk746jV0Sw6rlgSrBIHbO8a7J6haoKDMVGNzgqfWirkLeR2x9YjEMB9WPtWT125oxmN9knl/cDoGrZqnZ26rsx1xIT46bmsfV61wWgJGtK19SwaF84kK8KJdo+BqNyqVgFuVvWsLfy8Nb92Uhl4tojl9gxCw35xTInzdG9xFSArzwWyrnuyqRWjfyLUPGyG+NXSLqkWHiV9tcEv7OPQOmlm6JYehr6FL0J28NzidFjEB6DX2hFglClgl+5Klp9IgwKta4wDYzx9PdV9wF0pS5Ua8tCpuyIhmdPdEbsiM5uXrmrL28Kk61wF4Ls/0b8IbNzajWZQfMYFedEgIxmyV+HmtUhDpCiaOzKRXajhalYhOLWLQqrBKdhulusD1GVHMf6QrD/ZK4oFuCbw3JB2AsT9vkm03k69ew/0OujRtEgxr7dqHjTHdEx12i97YMsppMgv3dG5E79RwdGoRX536rNSHxSbJUrvP30vD9Ps68Ne4zkwckcmqp3rQt2kEb83dw+qD8lOEvxS0apHH+yQ73Pd3d2nkhog8F89dBK6D3JgZxeI9uXw4fy+dk0JIiw5wd0i1jiAI3JARzQ0Z9toxSZIY+/MmPpi/l7YNg2gVLz/vr7qEj07NxBGZlFVZKDNaCDJouOWbtTz3+3bSov1JCpfvjM6lEhNkOM+TTRTg4WlbeGfeHp7p38SNkdXMuJ5JNAr14fN/D1BQbiI5wpfl+/J5c84uvr6ttct8Moe0iuFUuYkJi/afrkWzgSSw/nAhFSYLBm3t3zLUKpFPhmeSdaqCXSdKiAkysPJAAa/+uZO35+7G36Aht6SKDgnB9GwS7lQNrcshIdSHhFAfAN4dnMagiSsYM2Ujf47tLEu9rf/itg7xhPvpmbh4PydLjDQKMbD+SBGfLtnPZ6Na1skmKmegGCpfBHcYRRZXmOk3fik6jYq/xnVyykVMbpQazVz78XIsVht/P9iZgBoEK6+G+mj6eanklhjp//EyAg1aZo3pKOtj7kr34/O/b+fH1Uf4dGQm/Zp7Rt3ij6uP8Pzv2xnXM4lHejd26dhVFiu5JVWE+OhYc6iAO75bR79mkUwYkVFrN9eL7UtJkrjl6zUs31+AWgSLzV57lRLhy5S728lyWXBfTimDJq4gJcKXqfe0RyuzerAr4Yz593PXNuGuzo5nrOrjtVUxVPYg/A0a3h/SgsMF5bz65053h+MSfPUaJozIIK+siidmKKq+ribMT8/4YRnszyvjud+218m//3MDmtAiJoDHZ2zlQA3WSXJjVNtYbm4ZzccL97HAxQK5OrWKmCADXloV3ZLDeLJvCn9tO8GkJa4pTbBJnPV0PNNbUWGysvNECT+vOeqSGC6XpHBf3r05nY1Hi3j9r7px7b6zU0P6No3gzTm7WS8zrTe5oiRVMqR9QjD3dkng57VZfPbvAT6av5cvlx7kRHHd7cJIiw7gyb4p/LMzh+9XHnZ3OPWOjokhPNgziV83HauTgn86tYpJIzPRqkXu+3ED5Q7Ed+WGIAi8dr29/vDhaZtr9NF0Bfd0acT1LRrw3j97XJLg7TpR4rBT1Wi28eumY04f/0q5Ni2Suzs35PtVR/htk7y00a4EQRB4Z3AaMYFejJmyyWPteFyJklTJlId7JRFg0PDWnN2MX7iPd+ftpvt7S/h7m3NVlt3JnZ0a0jMljDf+3s32Y67xP1P4f8b2SKJTYggvzNpRJxXuGwR48cnwDA7klfHUzK2sP3yKX9ZlseFIoWxn5/QaFZ+NaolaJXCvG5NBQRB466Y0mjXw56Fpm9mf69zGBo1KrEkfWfaelU/2TaFtwyCenLmNAZ8so9mL8+j9wb/8tbV2BVRdhZ9ew8SRmRRWmHho6uY6251eW8j76KzHrDpYgPG0LoyE3XLDaLbxyC9bKPOAp+wrQRAE3h2cTqC3hlFfrSHjlX9Ifm4Ot369xukXcQW7ie6HQ1vg56Xhru/XM2bKRq6bsJyX/9hRZ7RqOiaGMLZHIn9sPcHwL1fz0uwd3PL1GgZNXEGpUV5Ck2eIDjTwyfBMDuSVuXV5XK9R8cWtLdFrVAz/YjWd3lpE42fn0G/8Upbvq10rm8bhPgR7V6+t1IiC7OVX1CqRe7s2wmSxsf1YCWVVFvbllvHY9C1MXn3E3eFdEU0b+PPKoKYs35/Ph/P3snhPLr+sy1Kuyw5QkiqZMmvzcYxmR9o1Yq1fwOREkLeWpDAfiirNFFaYqbLYWLYvn+snrqzTy59yIdRXxz2dG3GsqJI/t55ga3YxP60+Qp+PlnIov9zd4dUKJ4qNCNiV5CvMVruZ+YkSXvtzl7tDq5FOSSFn65penL2DJ2du5YGfNjB7y3GXSkVE+ntxfYsG5JWZyC6qxGS1setEKXf9sI6V+2vvuiQIAl/c2ooALw0+OjU6lYAogEWSaBQif6HaL5YerLat0mzl3Xl7PHamZ0irGPo2i2DC4v3c/9MGXpy9gwGfLCersFKW0hfuQkmqZMrFuoZl0lHsFI4XVbLu8Pl+ZxL2bqSvlyv+gM5GkiR+WHX4vG1mq0R5lYW358g36bgcZm85Xm1pyWSVmLVFvrU6YK9rahLpyw+rjvDLuiz+3n6Sp2Zu5Zav17gssbLZJGY4MH03mm28NXd3rY7VJNKP1c/05J2b03h2QCrT7m1HA38vxvy8icJyU62OVdvsOuF4BqfCbKWoQt6x14QgCGfr+oxmG5VmK0azjZJKM9PqYB3mlaIkVTLlpsxoh0JsRrOVmEAvPvv3AJ8uOeDW4lVnsD+3zGErstkqsSWryPUB1TNKKi2cLDFW226TYNXButH9Y3FgZQP2Y0zOFFaY2Z9rP9/PRFphsrIlu5i5O6p79jmD0ipLjXVdzuiq1GtU9G8eya3t42kdH8ynozLJK63i4V82y3p2JCrQy+F2tSjgq9e4OJraIetUBUcLqtsm2SSJnzx0WdMZKEmVTGmfEMywNjHoNSIalYBeLaISBCw2iQGfLOe9ubv5YP4e+o1fxqQldcfwMj7Y22HXj0qA5HBfjhSUk+vgpq9QO+g0IkI1q287fl7y1a+6HDolhjic7W3XSN7Cs6sPFjh84KgwWZmzzTVF0D46xz6FADGBBqePnxYdwAsDU1myJ4+Ji+V73Xu4V2O8HFjvNGvgxw+rDnPvj+t5Z+5ujnlQrWKVxeZQhFaS7D9TsKMkVTJFEAReHNiU2WM68USfFJ4fmMqvD7Q/bbwMFsn+ZF1lsfHxgn0eo73zX8QGG+iYGFLNn84qweytx+n70TI6v7OYGyatUGqsnIBeo2JAemS1v78ADGkZw19bTzB/Z87ZJgpP5JVBzfD30pydCT7TTVZYbubO79bR6rX59B+/zGWJyqXirVM7THgF7JZXRwrKMTt5GVAlCjzQvbqlDsBdnRo6dewzjGwby/UtGvDBgr2yrS/tnRrOq9c3J9hHi0Yl4KURaRhsYO3hQt6es5t5O3L4ctlBen/wLxuOFP73B8qARiHe+OiqP1ityRMZmOYZgrquQFFUvwhyU4r9evkh3pqzq9oyhVoUeLh3Y0Z3T3RTZLWL0WzltT93MmNDNiarjbggA4cumHZWiQIxgV4sfqzbJSk8y21fypkKk4Uxkzex4kA+WrVIpcmKxSadvnmLiII9Cfni1pZ0SAhxaWy1tR+LK83M3JDNjuPFNG3gT4nRzEcL9p33Gi+Nisf7JHOHi5KF/8JstdHm9QUUVlTvUlSLoFWrUIkCT/ZNYVS7OKfFIUkSXy47yKTFBygxmgny1lJitJAS4cvtHePZfLSI6EADN2ZGEeyjq/FzrmZfVpgsDJqwglPlJv4aJ19bGJtNotRowVun4qmZW5mxsXrdXqNQbxY92s31wV0BKw/kc+f367FaJUxWm91M2iaREuHD/txy1KLAgPQGPD8gFX8vz1zmvBQupqheN+bz6xF2J/HzkypBsP+rK+g1Kl67oTmvDGqGxSbx/j97+Hr5Qc6dYbbaJPJKq1h76BRtGwW7L9g6iEGr5pvbW5NdWMGxwkrUKoGhn6/GYpOoMNkA+464+/v1rH22F94Onl7ljr+X5rxkacyUjVx4ZlWarbw/fy8j28XWuOTlSjQqkR/uaMut36w5PSMlUF5lOe3RBxaTffbw9b92Ee6np3dquFPiEASBe7okcHfnRpitElq1yO+bj/HQ1M08Pn0rFpuEXi3y0YK9TLm7HekxAbUeg0Gr5tNRLbluwnLGTNnIz/e0QyND/SpRFPA32JOLxXvyHL4m61QFBWVVF01A5UKHhBAWPdqVX9ZlcayokvRofz6bv53dJ+0rJRabxKzNx9h5vIS/xnWql36B8jsKFWqkb7OIGn/Wr1ndm34VRQGtWiS7sBKHS/YCDouqFWqH6EADbRsFs2BXrmNtJAEW7s51fWBOYOORQodik5IkcaxQPsvMzaP9WftsLz4d1ZJXr2+GRlX9plVptjJh0T4H765dBEE4W+O192QpKtFe8wlgtNgoN1kZN3WT03S1EsN8eOumNNYfsS+pyR0vbc2JuU6GXoY1EenvxYO9GvPOzemAwKC48y/OZqvE4YJyVteRxpbLRUmqPIioAC+evbYJOrWIVi2iEe0VFlqViN5BUWRdoUNCsMMaDrPFRkZMoBsiql+UV1lw1Bhns0GlqW4I0dbUrWW1SYT4ymsGQaMS6ZwUSqu4QFSi4/P+RLFrHzb+3Hrcof7SyWIjx50Yy3XpDbitfRxfLT/E3O3yqoG7kFHt4hxepzs0CnZYq+QJ7DxRgk5Vfb/bJIn9daTO93Kpu3fiOsqt7eNZ8EhXnuiTzJP9Uvj+9jYIgt3CwpOLhy/GDZlRhPrq0F7wVJ4U5ktssPM7juo7vVPDMTh4yrbabHROCnVDRLXP2B5JDhP3Lo1D8ZNpC3ykv97hTJUAtIxz7cOGuobkTpLsKujO5NlrU+1m2dO3Ok+gdvJkiI8HUbR/nTz5sj/irk4N6ZkSjk4t4q1TnZ3liwhwnNB7Ak0ifU+XpJyPACSG+rg+IBmgJFUeSEyQgbs6N+Kuzo3okhzKR0NbsO1YMU//uk22HmZXg0Gr5o8xnbi9Y0Nigwwkh/uQHu3PrpMlsu3+qUt0Sgyha+PQaolVoLeWIAdWIp5Il8ahvHZ9MwIMGvQaEa1KQK8R2XOylGIHheFyQK0SebpfSvXWfQFGd09waSzD28Q6nIVJDPcmzM+5ReRatcjEkZmoVAL3/7SBSlMtP1xOngz33ANHjtizxCNH7N9fZmKlVtnjnPNgZ966MY1p97Tjrs4NmbYui9lbPNPT9fqMaERBqCZRoteoZC9R4iyUpKoO0Cs1nEd6Nea3Tcf4alndVB33N2h4un8Tlj7RnXkPd+Xne9qRGObDuKmbFGkFJyMIAhNHZPLJ8AxuyIhieJtYnuqXQm5plVu96Gqbm1pGs+G53ix+rBubX7yGyXe15URxJQ9O2yRba5HhbeOYNLIlmbEBRPjpaRMfhCTB5DVHXRrH/zrG076RfZlepxbRn56FSQ73c8n4UQFefDS0BXtySnlh1vba/fBnn4WKC0QvKyrs26+ARqE+DExvQEZsIE/2TaFVXCBPzdzqkT56Pjo1iWHedGschkoU0KlFksJ8KKww85OLj0G54JkLuQrVGNMjkV0nS3hzzi6SI3zp0rhuLMvUxNnun0+WM3ryRqbe096hMKJC7SCKAj2bhNOzyf93lFltEu/O20NKpC8PdKsbch4qUSDS374c0zIuiJeua8qzv23ng/l7eLxPipujc0z3lDC6p4Sd/f7tubv5dMkBOiSEMDC9gUti0KhEvr29DVuzi9icVUSEn57VBwv4ZsVhuiWHMqhFlNNj6JYcxtjuiXy8aD+t44MY0jqmdj74aA3JQU3bLwONSmTCiEyu/XgZ9/+0kVljOmLQetZtWaMS+eb21me/t9ok7v5hPS/N3kHDYG86JblWdsXdKHehOoIgCLx7czqNw30ZM2Ujh+uI+e3FSAj14Z2b09l4tIg3/q4bvnSexAPdErguvQHvztvDgp057g7HKYxsG8fwNjFMXHxAdmKgNfFI78ZkxAbwzK/bHNqKOJO06ABubR/PNU0jeLp/E1rHB/L0r9vYl+OaWZgHezWmU2IIz8/azo7jxbXzobGxl7f9Monw1/Px8Az255XxTB0o4VCJAuOHtSAx1IcHJm+oM8LUl4qSVNUhvHVqvry1FaIocNcP65m69ihPztzKxwv3cdLF3UCu4tq0SO7o2JDvVh7mDw+tS/BUBEHgnZvTaNbAnwenbmKvi26crual65qSERvAo9O3sOek/H9HjUrk42EZIMDYqZsc2j65Ko4JIzIxaFXcP3ljjZ6BtcmZG3qgQcsDkzdSXFkL9XCvvw6GCxpiDAb79lqiY2IIj/RqzO+bjzNl7VGqLFZyS4wuM8qubXz1Gr66rRUalchd36/3WBPpK0FJquoYMUEG3h+czv7cMp79bRvT1mUxYfF+ery/hLWH6qZuyNP9U2gZF8iTp+sSyqssnCo3efwTnyeg16j44taWGHRq7vp+PYXlde/iqVOr+GxUS7x1au75cT0FZVVszipiW3axbE19Y4IMvH1TGluyinj/nz1uiyPczz4LczCvjKdcNAsT7KNj4sgMjhVW8vj0LVc/5siR8MUXEBdnV1mOi7N/P3Jk7QR8mtHdE+naOJTnf99O2kv/0OWdxWS8Op9vlntmnWxMkIHPb2nJscJK7v9po9MtlOSCZy3eKlwSW7KLztoHAJgsNkzAuJ83serpHnVO5VajEpk4IpN+45dy3YQVmCxWBEEgOtDAuzen0Sq+fnahuIpIfy8+v6Ulwz5fzX0/bWBAWiRbjxWTGOrD4FYxdaJDMNxPz2ejMhny+WravrEQrVpAQMBHr+aLW1o5RTX8aunfPJKRbWP5fOlBzFYbR05VEOytZVS7ONKiA1wWR4eEEB69Jpl35+2hVVwg1zQN50SxEZsTE6yWcUE83b8Jr/65ky+XHeSeLlfZDTlyZK0nURciigLJEb4s3Zt31qDYaLHx7rw9BBg03JgZ7dTxnUGr+CDevLE5j07fwqO/bCHCT8f+vHJaxwcyvE0sAQbPvzZciDJTVQf5c8sJh91KxZVm5+m4uJlwPx0BXloqTFYsNruq76H8cm75Zi1Zp1xbV1IfyYwN5On+Kaw5dIqX/9jJ9PXZfDh/L13fXczukyXuDq9WiA3yRoSzdj3lJis5JVWM+noNFTIVQX28TzI6tcg3Kw6zcFcuMzZkM+TzVUxd69rOrPu7JtC1cSgvzd5Bl3cWc9vXa9l1opT3/9njtNmrOzrG069ZBG/P3eMRs/RWm8TkNUeqKftXmq18vND5CvnO4qaW0dyYEcXsLcf5avkhFu3OZfyCffR8/1+OF9W9zm0lqaqD6GrogrNJkkfZIVwOO46XOLSssVht/LDqsOsDqofsOF6CAOdZlZQaLTw+fat7A6slZm0+huhAyNJmk5i346QbIvpvLqwztElgNNt4+Y+dLqlxOoN4ut1ewv7AU1plwSZJfLXsEL9tqm4yXBucqfmLDTIwZspG8kqrnDJObWE0W6kyO14iyymRd+z/xdbsIsB+/IH92lBYYeKdufK3F7pclKSqDjKyXaxDdehAg5bNR4vqpPJ61qkKVA5ueGarxIG8ujk7Jzfm78xx6J+360QJZS68gTuL/LKqs8sy52Ky2igok2ct2d/bTjqMWS0KbDpa5LI4yqosLLnAUNgm2WdhPv/3oNPG9dVr+HRUJiVGM+N+lq/eGIBBqyLYx/FyWJNIX7c1HFwtxZVmjjhYLbBJNZtMezJKUlUHGd4mjl5NwtBrRLw0ImdSjYIyI0/M3EK7Nxay60TdWJI5Q9MG/jUWQq46kE9WYSXZhcoyoDPRqmq+nKidbFXiCjokhDi067FYJRbtzrUnlTJrjvD3cmyxY5MkfPSuK6ktNZq50Mlm2Un7hoJy587CpET48dr1zVl1sIAP5ruvaP+/EASB5/qnVlfIx+6xl/z8HDq+tUj2HocXUtPKCeDwfPJ0nJpUCYIQIAjCDEEQdguCsEsQhPaCIAQJgjBfEIR9p78GnvP6pwVB2C8Iwh5BEPo4M7a6jEoU+GREJrPHdGJAWoOz3ltmG5RXWSmqNHPPD+tldwO4GmKDDfRpGuFwhq7SbKO4wsSAT5bLfgnAkxncKtrhBVSnFrn5s5X8vPaorGcK/otOiSFkxgZWO8YkYOWBAh6cuolHf9ninuBq4Nb2cQ7PCT8vDenR/i6LI9xXj6/u/ARvfb79ga9do2COFlQ4dTny5pbRDGtt1xtbtFu+mmoDWzTg01EtaRETQKBBQ7if3czbaLYhSXCsqJKHpm1m6V7PmeHRa1T0TAmr5lOpEqFLUgjT12fVKTkWZ89UjQfmSpKUAqQDu4CngIWSJCUBC09/jyAIqcAwoCnQF5gkCELdS2NdSONwXw7ml2NycCMrKDexN6duibJ9MCSdh3snEelf3WtMAipMVr5d4ZntyZ7AuJ5JtIyzJx3n3sjLTVa2HyvhlT928tDUTW6M8OoQRYFvb2/NCwNTaRLpy4VzbxUmK3O2n2RLVpE7wnNIh8QQxvRIRKcW8dGpz86CRPrrcWV+K4oCr13fFC+N6uzfLdZbQgL+2XGSvuOXkvnqfJ7/fZvTWu9fuq4pqZF+PDxti6ybV7olh/H76I6seaYXpcbqiabRbOOD+XvdENmV8/ZN6aRG+uGlUeGjUyMKYLXBb5uO8eLsHVw3YTn3/rjeY3W5zsVpSZUgCH5AF+BrAEmSTJIkFQGDgO9Pv+x74PrT/x8ETJUkqUqSpEPAfqCNs+KrL9R0gRKEmn/mqahVIvd0SeCdm9Pw1Z2/tFFssktLrDss/y4gT0WvUTHl7nZMu7cdN2ZGob3gybTSbGX+rhyPENCsCY1KZHibWK5Lj3JYw1dlsfKvzGYRRndPZNXTPflgSDrf3d6Gt25szsajRXyyyLUdZX2aRfLzPe3o0yyCJpG+DEsSEACTVaLCZKXKYmP6hmzemuOc4mW9RsWnozKxSRKjp2ykyiLv2tKiSlONM7uHCzyrTtTfoGHWmE5Mv6897w1Oo2kDuyfkmX1vNNv4d28e39SBh15nzlQ1AvKAbwVB2CQIwleCIHgD4ZIknQA4/fWMaVUUkHXO+7NPb1O4Cm7MiHLoHq9ViTSJdI3ZqauJCvDCbDs/YfzrqApRgEYhPm6Kqv6QFh1w9mbpiLqQ2Pro1ahV1ZMqjUrE14W1SpdKkLeWa5pG0LZRMENbx3BjZhTjF+5j+b58l8bRIiaAz0a1ZM6DXVALUrXGBqPZxuQ1R5xWlB0X7M37g9PZml3Mq3/udMoYtUWQQVujn2njcF8XR1M7NIvyp23DYHY7eLCy73vPN2EWnFVXIwhCK2A10FGSpDWCIIwHSoCxkiQFnPO6QkmSAgVBmAiskiTpp9Pbvwb+liRp5gWfew9wD0B4eHjLqVOnOiV+gLKyMnx8PPsmLAEH88oxmq3YJImDpQK/HVbRNkLkvnR9nRMCPcPB/HIqTFYkSWJPscCfR1W0CbVxZ7r3RQsnFWqHvNIqckqrkCSJLQUCC46raBdmo0uERHSQAb8rTDzkck5abRK7T5ZikyQkCf44KrK/RGB4go0eCb6yL8yvski8vLqSMpPEKx28CNC7/pzIO1XMyUo4VCrw22GRlACJftE2RFGgSYSvw5nA2mLaHhNzDpm5J01HhwbyS4LPkF9WRU5JFTZJoswMP+xT4a2B59rqCfCSR9yXe05abBJ7Tp87B0sEfjuiokWwjZ4NbGhUIikR8k8Yu3fvvkGSpFaOfubMpCoCWC1JUvzp7ztjr59KBLpJknRCEIRIYIkkScmCIDwNIEnSm6dfPw94SZKkVTWN0apVK2n9+vVOiR9gyZIldOvWzWmf7yqsNnt30sr9+YT66ThVZuKr5Yd4+bqm3NYh3t3hOYVSo5knZ2xlwa5cAFIDrGwuEPjhjjZ0aRzq5ujqPjklRrq/t4QK0/lLLL56NRue613jE/h/Iadz8t+9eTwweQMCApJkX8YI9Nay8JGuBHqAivy+nFKum7CCtGh/Jt/VFvVFujedwbcz/uJlB5fvUF8da5/p6dQHPovVxoiv1rAtu5hZYzrKduZHkiR+WZ/FJ4v2k1taRaSfnqOnKhjSKoa3b05zd3jA5Z+TkiTR/b0lHL7A7Fslwq3t43lxYNNajrD2EQShxqTKaWeRJEkngSxBEJJPb+oJ7ARmA7ed3nYbMOv0/2cDwwRB0AmC0BBIAtY6K776hEoU6J0azovXNeWBbok8078JPVPCePXPnR6hNHwl+Oo1TBrVks0v9mbFUz24P9ObxuE+PPLLZnJL66a5tJwI99Pzzf9aE+arw6BVoVPbxR9tNqnOSFt0bRzKhud6M2FEBhNHZvLLfe0pNZp5dPoW2XoCnktSuC+v39CMNYdO8dEC1yt2R/rrzytcP8MdHeKdPoOuVolMGJ6Bt07NfT9tkK2OmiAIDG0dy/Ine7D3tX78+0R3RndPZNr6LH7dmO3u8K4IQRD4YGgLvLWqsw9XggCSBCPaxLo5uqvH2Y8mY4HJgiBsBVoAbwBvAb0FQdgH9D79PZIk7QB+wZ54zQVGS5Ik70pCD0UUBT4c1oKYIAMPTN7AyeK6m2QYtGpCfXXoVAKfDM+k1Gjh0V8846bn6bRrFMzqp3sya3RH5j3UlUWPdUOnUXHvjxtcqubtTPQaFd2Sw+iWHEbr+CCe7d+ERbtz+Wq58wQta5MbM6MZ2iqGCYv3s2RPrkvH1mtUzLy/A71Sw4nw05NxWkZg2vosSoxmp48f5qfnk+EZHM4v52kXmT3XBg/1SqJtwyCe/W07+3M9s+kjMzaQRY91Y0z3RG7MiOLhXklo1SIv/7HT46/NTk2qJEnaLElSK0mS0iRJul6SpEJJkgokSeopSVLS6a+nznn965IkJUiSlCxJ0hxnxlbf8dNr+OKWllSarNz30wbZd8LUBskRvrwwMJVl+/L5Ypln3PQ8HVEUSAr3JT7Em6gALz4ZnsGBvDIen7HFY25il8NtHf7fb27DEc+YBX55UFNSInx5eNpmThS71osttYEfX97aitXP9OS30R35/JZWZBVW8tTMrS45PtonBPNYn2T+2HLcvhT60jzavbGQCYv2ybY7Wq0S+Xh4Bgatigcmb6TS5JnX7nA/PeN6JvHB0BaM69mYFwc2Zfn+fL708GuzUrFbA8WVZoorzczecpziSuc/NbmDpHBf3h+SzuasIl6avcPd4biEEW1i6d88gvfm7WHT0UJ3h1Pv6JgYwpN9U/h720m+WOrZF09HCILA2zenERXgxdgpmygsl6d9zbnoNSomjszEZLExdsomtyYTbRoG8XifZP7edpIfVh1xyZhDW8WgUQlsO1ZMidHCyRIjExbv50EZa6qF++n5aFgL9uWW8cKs7e4Op1YY1jqGvk0jeHfenrNegZ6IklQ54I/Nx2n7+gKyCyt5+tettH19AX9sPv7fb/RA+jaL5IFuCfy8NosnZ2xh+JerGfr5Kn5Zn1UnhNguRBAE3rwxjXA/PWN/3lRnE2Y5c0+XRlzbPJK35+5mxX7XtvS7Aj+9hokjMskvM3lMfVVCqA9v3Nic9UcKee8f91q53NO5ET1Twnjtr50uEVKdti6r2o3QaLaxcFcuh/PlqwfVOSmUsd0Tmb4hmxkbsjGareSWGD3WtUAQBN66qTmhvjoenLrZY0sElKTqAnJKjDw2YwtGiw2bJFFeZcVosfHYjC3klNTN2qNHr0km1FfHtPXZrDpQwJpDp3hx1g7u+r5uWdmcwd9Lw8fDMzhRbOSZX7exfF8ev6zPYvfJuuWHKFcEQeCdm9NICPVhzJSNbM8u4rdN2fy59bhsC4Yvl+bR/jx7rb2+6oHJG7hh0goGf7aK3zZlyzbJGtQiipFtY/n834Ms3OU+KxdRFHh/SDphvnoemLyRbdlFTF+fxeLduU550NtwpJAqB5pqGpUo+2vCg70a07ZhEE/O3EraS/Po/M5iWr++wGOL2AMMWj4c2oLDBeW8NHvH6a5ai2zPGUfIQ+hCRvy1tWazyr+2nuCOTg1dGI1r2Hm8hNILZmwqzVbWHj7FqgMFdEgMcVNkzqNlXCD3dG7Ep/8eYP6uk6gEEQmJzkmhTBqZicbF7eX1DW+dms9vaUm/8csYOGGF3fhbFLDZYNKoTLonh/33h8icUW1jGb9gL3N3/H+Csv14MUt25zF+eIYbI6uZ5weksjmriEd+2cJf4zoRHWhwSxwBBi2fDM/g5s9WMmjiCnRqkf9j77zDoyi/NnzPbM2m95AeSEIgBJLQe5cigopSxS4qTcWOYseuiFj52aWKFaVI750k9A4JvSQhvWyZ+f5YyAfJRhGylb2vK1fIhGTOZndnznvec55HFAV0aiWzR7ahQXDdaZXFh3ix+uB5DNUSK6NJstvjv1oUokC4rwcmKR9zZ5VMpVHPC7/tIsBTTRcnfB+1qR/ImK7xTF1+iIW7TlNukPDSKBnbLZ4HOsQ5vLai+85RjQqjCePFrPhA4f8/eUZJpsJFm7k3HsnDZKEiVaY3se5wnh0isg1bLzYS640y5QazVcLag+f5Zq3zWyU4A5IMkmRW1S4zSJRWmig3mBg1PcMm01/WZvWhXMoNV14zyvUmFu85y97TjlkB0aoUfDosHZMkM2ZmptWUza+G4xfKUIgCkmw2RS+tNJFbXMlDdVxBH9E2xuIiyk+npkmE7Uynr4XSSiMLdtUsBJQbTExddsgOEdUN9YM8EQUoqTRhkmQKyw18sPgA36zLtndo/4o7qapG96TQKjftWK//f+MqRfP3XBE/ncriRUWjFAl0AhHDa6GgTE+WhX6NcoPETBewSnAGfss8iVTDqAREAZbusd/2U12x7lAu5YaaSYkky2w84riLldggT969oylZxwt4Z5F1fPiuhh835NSoHsnA6cIKDp+/yl6nGTMgNhZE0fx5xowa/yXSX8eMB1vTMNQLpSigFCHCT8uZogr+yDp53Y/DmuSV6GtVnj9R4Lx6cB8tO1jD8LvcYGLq8oMO35LiTqqq0TDMm+GtY/BQKVAr/v94oJeG+BD722NYg95NwhAtlFRNkszuU4V8vvIw54sr7RCZ9dAbJYuPGXDZiqSjUWEwIVkohEiyTIWFZMTZCPbSWLREUooCAQ6+WOmbUo972sbw9dqj/L37jF1iqF7lu4Qoml87/8qMGTByJOTkmJUlc3LMX1tIrNKi/fn7ic5kvNSTXa/2ZvlTXWgdF8DTc3ew+Wg+2bmlrDl43uH6asN8tbVex5pF+tk2mDrkdIHlv3NRuQG9gw9QuZMqC0zs15gfHmhFoKea4a2jeaRzfU4VVPDJcuctp/4T3loVPzzQiiAvNZ4aBTq1+WVhkmR+yTjJR0sP0OW9FWzLcR0JgmBvDeF+HjWOKwTolRxGfmntDvFu6oabGoeivXzlchGTBI3qOaZtyH/htrQIize8cr2J9//ez5M/ZZGT57jTZRNubkTTSF+emrudY3m2r3r0bxaO1kJSqr5af7gXXoCyanGXlZmP14KPVoVWpUCjVPDliOZE+Hsw7H8buemjVYyakUGnd1fwzM87HObaoFaKPHlTIh6qK99HAnDiQhn9Pl7Dl6sOO52WVVyQp8Xjwd4ad6XKWWkZG0C4nweTbkvh2d5J3J4WwUfLDrDeBUfAwaxwu2lCD2Y82IY+TeqhEKnamKk0SpTqTTw+O9PhX9BXiyAIfDioGZ5qRVU1QRTAJMNPW47R5q1lNH99CdM32kYr50akVVwAfZuEoauWWBlNEkOmbaTn5FUcPOucitFgVuz+6p4WBOjMi5VL+YEEHL9Qzm+ZJ7n547UcOV9i1zhrQ6M091cJwOiZGTYXCL67bSwNQryqXh+X0tMJfRtdnU/hsVq28Ws7Xg0/nZr4EC+MkozeKFNcYaTSKPHn9pN85UAClfe1j+ODQc1ICvPGX6fCz0OJDOw5XcyuU0VMXnKAO75Yb9f+uP/K832T0KpqPsfniypp/NLf9PpotcOK67qTqqtAEATeuK0JDYK9GDfbdb3jFKJAapQfW3MuYKnCer6kkhMXbKu4bE3Sov1Z8VQXxnSLZ2B6BB0TzEbLFUYZvVGioNzApPl7mefgfRXOiiAIvH9nM/53dwvuaB5xRdJRaZQ4dLaEO7/c4HSr7MtpHx/Elhd7MP2B1niorxy2lmQo0xv5cMkBO0X370QF6HjvzmbsPFnIm/P32vTcHmoFv41qz1u3pzAwPYK725rbMmZvOc6k+bt57+99HPinpDu6Fh+52o5XQ2+UWLX/fI3j5QaJ79ZnX9XvsBV9U+qx6PFO/D66fQ0T8wqjxNHcUhZaaGh3VLo0DGHaiBY0rueDViVWVSwlzO+b/WeKueurzQ65IHEnVVeJTq3k02HplFQaeGxWlsOUf61BbXICslz795yVEB8tY7sl8N4dzSxub5YbTEy2g9nsjYIgCLSPD6J5TAAqxZUVKxkwGCUW7Xaem4ElFKJAsLcGowUtJEnG4U3NeyWH8UCHOL7fkPOPkjPWQK0UGZAawQeDUnl1QBOSw33YlnOB/63J5ouVh+n/ydraq0aTJoGumiSCTmc+fhVUGk1ItVTmSyocU09tS/YFi1W8Mr2JVQdqJoiOTKfEYBY81pGl4ztbGGcBvdHkkJY2rnWHtDINw7x5fUATNhzJY8qyg+SX6tl1stBlBAsvMbxVdI09eoC4IB1hvlo7RGR9yg2mWhtjHa051RU5U1hu8e9fYTRxptD5hyT8dOpab9Ah3hobR/PfebZ3EqlRfjz7yw67qYxnHrvArpOFVV+bZLPy+Xt/77fsWTh8OEybBjExIAjmz9OmmY9fBd5aFdGBNXWqBKBdfOC1PgyrEuSlttjHpxQhzMc5r93H8spQW+itM12sWDka7qTqP3JniyhuT4vg42UHaT1pKUOmbaT560t4d9E+l+k3GtE2ho4JQeay68UPALVS4VT78v8FnVpR60RWgotOfToSqdH+eFpoWlcpRFKj/GwfUB3jpVHSN6VejWlAhSAwqksDO0V19aiVIp8OT0epEBg1I+Pqpu/qmEW7zlBp4fojCrB83znLPzR8OGRngySZP19lQnWJt25LwUOl4KLKDgLmCurNKfX+0++xFR3ig/BQK6ieVgkIDGl5dduejkZ8iJfF+45KIdDMAa8N7qTqGtCqRATAIMmUVJqbF79dl82Mja6hb6RUiEy7uwW/PNqOif0a8+mwdCYPasaOE4W8+PtOl0keL0cQBF7o28jiFM1j3RPsE9QNROeEYBJCvWtMe4mCQJMIHztFVbe8dXsKPRuHolGKeGoUqBQCJlmmoNw5Kt0Rfh58OKgZe04X8dpfe2x+fpVCRLRwxxIEAZWlb9QBresH8te4DgxuGU3LWH/ubR9LVIAHr/21x3J1zM4oFSKzR7YhNsgTD5V5klt5UUDVWXuBQ3y03NIs/IrGdQHzIMWDHevbL7BacNvU/EcMJolfMk7W2OMtN5j4cvVh7mobY5e4rEFyuC/J4f+vKHwkt5Spyw+RGOrtkC/m6+XWtAi8NEo+XHqA4/llRPh5cPBcCXO2HqdrUojD2yM4M6IoMHtkG75ac4RfMk4iYLYS+jXzJGNmZvLVPS2cvp9Pq1LwybB0LpTqOV9SSaSfBw9P38arf+4mLdqPRvUcP3nslhTKw53r8+WqI7SOC2BAaoTNzj0gNZyv1h7BVE3czGiS6NnYesLMl8ymLzGsVTS3frqOIdM2olMrOFdUSWqUH0/3bkhSmP2fwwbBXix/sjOHz5dQrpeI8NNy2+frGT0zg7/GdiTYCbabq/P27SnEBOj4fkMOJZUGWsUGMLFfYyIsyOLYG3dS9R+pMJhqbVLPL9PbOBrb8kSPRA6dK+HNBXtpEOLlEv5s1enROJQel12gp60+zJsL9vH9+mzube96vo+OhFalYEy3BMZ0+//KYPMYf577dScv/bGLN29L+Yefdh78PdX4X9xqnjw4lb5T1jB6ZgZ/jumAp8bxL8lP3dSQbdkXmPDrTppE+NapD98/kRDqzdO9knh30T5EwbwNV2GQCPXV4mFh69iacfRPDWfW5uNVx5bvO8eGI3n8Nqo9Da9GQ8vKCIJAfMj/x/H58Obc/vk6xs3K5McHWl2dJIUDoVSIjO2ewFgn2DVwrr+sA+ClUdba8Jce7W/jaGzLJff4RvV8GDcz06k1hK6WBzvUp1tSCG8u2MfOE4X//gNu6pQhraIZ3bUBszYf5/NVh+0dTp0T5KVhypA0snNLefH3XU6xta5SiEwdloZGpWD0jAybSl480CGOVU93ZWK/ZF4b0ISPBqdyPL+c1224HWkwSfxVbQpSxrxb8eGS/TaL47/QONyHSbemsOFIHu8vdlwJD1fAnVT9RwRB4PXbmlT1VVUdB568KdFeYdkMnVrJ/+5ugUal4O5vNvPwD1vp8M5yhv1vIxtc0HxZFAU+uLMZgV5qRs90DaNfZ+OpmxoyIDWcdxftZ+Mp5+g/+i+0bRDIY90T+S3zJHO3nrB3OFdFPV9zf9X+s8W8PG+XTc8d5qtlWOtoBrWI4ta0CB7uXJ8Zm47ZzKfvTGGFRXkMWYbMYwU2ieFaGNg8kmGto/li1WG7WQ/dCLiTqmuga8MQZo9sS/dGITQI9qR9g0BkYF6Wc+vpXC3hfh68eHMSpwsr+HvPWU5cKGf94Tzu/24z83ecsnd4dY6/p5qPh6ZxsqCc5391zUZ9R0YQBN69oymt4wL4amclK/efY+7W43y+8jDbcvJd4vkY0y2edg0CeWnern8WtHQgujQMYXSXeH7aeoJfttkvGXzqpoa0jPXn+V93cuic9f92AZ61y2M4Yo/P5bzUr7HZeuin7ew8Ucj8HadZtOuMUwvsOhrupOoaSY3y46t7WrLsyS7MeKgN97aL5Zt1R1nnojY21bGUQJYbJF75cw+SCwqjtowNYHzPRObvOM3367NZtOsMv2w7wZlC55yocTY0SgXTRrQgyEPg3m+3MPGPXXyweD8jvt7MA99vxejgJqv/hkIU+GhIKl4aJaNmZJBbUsHW7HyO2kkT6mp5vEcCreMCePH3XXZrB1ApRKYOTcdDpWDUjAzK9NatZnpqlNyeHlHDRkUhCIztFm/Vc18vWpWCz4anY5Jl+n+ylqd/zuKpudtp/sYSVjuZOKij4k6q6ohneydRP9iTp+Zup7Dc9beIMo5ZNlcuLDNwwUUb9h/t3IDUKD9e+XMPT8zJZOIfu+j83gqmLnMrrtsCHw8lt8aYV9QVBgmjJFOmN7HhcB5zth7/l592fEK8tXw0OI1D50poPWk59323hT5TVjPgk7WcL3ZMAVSlQmTq0DQ8NbZJaGojzFfLlCFpHDxXwpiZmTz783Ye/H4Lc7Ycs4qm1qv9mzAwPRKN8v+1/EyyzIUyx7/2G00yBqOEDJTpJUoqjZTpTTz847Yb4t5lbdxJVR3hoVbw0eBUzhdX8vIftu0xsAdBtYzlCgJOMcF0LRglmcMXvabKDRJlehOVRonPVh5mS7ZjW424AgfPleCtqlkFLTeYmLPF+ZOqSyhFs35VcYWRCoPE7lNFPPTDVnuHVSshPuaE5tD5El78zX7N9h0SgujRKJTl+87x09YTLN17jlfm7eH2z9bXeWKlVopMui2FrJduYuVTXdnxci9axQXw0h+77KY4f7X8nlVTEgjM1+4le87aPB5Xw51U1SFNI/0Y2y2B37NO8ZcL9hZdzuiuDSxa2RhMEp3eXcGXqw673DbghiN5WLpfVLjYTd1R+ad7tQu0VQHw1ZojGKu9b4ySzL7TReTkOe7Nun18EI91T+DXzJP8ZKeqYZneyJqLW1iX/oLlBhNHc0us9v70UCsI89WiVop8NDgVpUJk3OxMh3aeKNMbLcoCSbJMuZ0qja6EO6mqY0Z3bUCzKD9e+G2XS/fb3Joawdju8ejUiiuSK7NybyUfLT3Iq3/utmOEdU9tq10ZKHMx/0dHJCHEC4VYU4BVpRAI99Uyd+txip18OvN8ieVtPqVCJK/EsbfVx3ZLoEN8EC/9sZu9p4tsfv6s4wUWBWLLDRLzd1p/iCjcz4N3Bqaw40QhHziotAJAj0ZhaC0siCVJpnOi62kP2hp3UlXHKBUikwc1Q2+UePrn7S4xmWQJQRAY1SWejIk96ZgYVMNrqtxgYtaW4xS4UH9Vm/qBGCw0RAvAqgPnuePz9S4pK+EoiKJAdIAOz2qJvMEks3TvWV6et5s2by1jW47lfj9noFtSiEXz2JJKI8O/2sibC/ZafA06AgpRYPLgVHw8VIyekUFRuYGcvFKb2aN4a1SYarne+nmobBJD7yb1GNoqmi9XHWHNQcds/G4Z60+v5FB01QRTRVGg+4cr6TV5NSv31+Kl6OZfcSdVVqB+sBcTbm7EmoO5/Lgxx97hWBWtSkFObpnFPXqNUiQ7r8zmMVkLXw8Vr/ZPRqsSqwxWwVypKtWb2Jpzgfu+2+y+IFkRnVrB+ue6M+HmRvRODkV5sXJlkqFMb6K00sTIH7bW6nrg6NzfPo4AT3UN42UwV1x+2JDNhF932iGyqyPYW8PUoWkczSul1aSl9Jq8mg7vrOCOz9dztsi6yVWTCB8CPdU1FnhKUSApzJsfNmSz55T1K2gv9WtMfIgX43/aTl4tlUd7Igjm5Pez4ekMTI+gebQfAubhD4NJZv/ZYh6Zvs09DXiNuJMqK3FX62g6Jwbz2p97aP76YhJfXMjAz9eTdbzA3qHVOYmhXljYlaHSKBHp79i6Lf+VIa2imTemA/e1j8PbQkN+hUHiDTuYzd5I+OpUjGgTQ0mlsUb/EUCF0cT2EwW2D6wO8PdUs+ixjjzcuT6+FqorFQaJedtPkV/quBXger5aFIJAhVGiwiihN0pkHrvAsP9t/O+V+xkzIDYWRNH8ecaMWv+rIAh8d38rwny1eGoUeKoViIK5J23amiO8OX8vAz9fz+gZGVZNuj3UCj4ekkZhuYGnf97hkLsVgiDQpWEI79/ZjKN5NRfFFQaJdxbts0tszo47qbISgiAQ5e+BUZLJKzWgN0psy7nA0Gkb2X/GOcT9rpZHu8SjUdbco+/QIIggL+cz7/w3EkO9ebFfY0pq6aM6fN5xG4pdidp6gQUEpx6S8NOpGd+zISG1TNiqFSInLjhuBfjHjTk1JgdMslmJvDYpFovMmAEjR0LOxd+Xk2P++h8SqwbBXqx7thvf3NOSDwc1o56v2VKswmBO8MoNJpbvO8fP26zbTN843IcJfZJYvu8c363Ptuq5rodSvYmiWmQUHF0jzVFxJ1VWoqTSyFwLKsOVRhMfL3ctXaPG4T58c29LEkLMFSutUsRDpSA7v5RSF27gDvRS/6fjbuqWO5pHWpxAFQWzOK+z0yTCF4VQswSsN0nEBHjaIaKr43h+GUaLM/tw+r8M77zwApRVSx7LyszH/wFRFGhdP5D4UG/yS2smDOUGEzM2Hbv6OK6Re9rF0j0phLcW7LPJtuO1oFMp0Gksm1G72i6DrXAnVVbieH6ZxUkUSYbdJ13PmLdtg0CWjO/Mvtf7sPf13nx9TwuO5pYy0UlMYq+F0V3ja9zURQEe6dzAThHdWNyaGk6b+gFVDbeqi3vQSWE+FqcEnY3RXePRqGpeQ3olh+Grs03j9bXQrkGQxWTXaJJpFul39b/oWC2JT23HLZzPQk4KYJNm/0v2Sn46FWNn2U8Y9Z8QRYExFq5jAjCqi/s6di24kyorEe7ngb6WN258iJeNo7EdaqWIIAi0u0y3xlLFzhW4t10sY7rF46lWoFWJqBUCkmxeCbuxPkqFyDf3tuSre1owums8z/VtxGPdE9icnc+01UfsHd51Ex/ixZyRbWkR649aIRKoU+OlUbLrZKFDV4DvaB5JoJcaleLKjKZFbABRAbqr/0XR0f/teDUSQrwsChGrFAK3pUVcfRzXQaCXhg8HpXIkt5TXHbTX8qGO9XmqV0P8dSoEMDf7CzB/5xmn3ka3F64pfe0A+HqouCM9kt8yT1Bu+P/kShRgVBfH9oeqK8Z2S2Dz0Xxe+mMXzSL9aBjmbe+Q6hRBEBjdNZ6RnepzoVSPn07Fk3N38NHSg3RMCHaJLShHRxAE2jUIol2DIABkWebQuRLeWbSPlAhf2sUH2TnC6yMl0pefH2lX9fX6Q7kM/3oTL/2xmw8GNbNjZLXjqVHy55gOfLbyEIt2ncFDraC4wsjeU0WcK64gxFt7db9o0iRzD9XlW4A6nfn4VSCKAlOHpnH/d1swSTKVRglRAJMk06Wh7fSYOiQEMbJTfb5cdYSOCcH0Talns3NfDYIg8ECHOO5vH4tRklEpRL5Ze5TX/trDF6sP3zD3q7rCXamyIq8NSObednF4qhUIAgR7qZFkbpiR+/83iVUxasY2h15dXw8qhUiIjxa1UsEbtzYhzEfLY7Mza21kd2M9Lm25NAj2YsysTE4WlNs7pDqlXXwQY7sl8EvGCX7NcNwKsL+nmhdubsyaZ7ux+InO/HB/K0r1Rp6e+x+m4YYPh2nTICbG7KESE2P+evjwq46jTf1AVj7dhcd7JHJvu1hev7UJXhol43/KsoonYG082bMhTSN9ee6XHQ77mhQEoapl5b72sfRrWo/3/97PukO5do7MuXAnVVZEqRB5tk8Su17txYE3+rDlxZ7c2TySj5cfumESqxBvLR8PMZe/L/VXVRpNLltW9vVQMXlwKsfzy3hlnmspyjsLnholX45ojsEo8ej0bTa9edqCcd3iaRUXwIu/76ryonR0EkK9mdC3EasOnOeHDf9Bu2/4cMjOBkkyf/4PCdUlQry1PNqlAa/0T2Z46xg+GJTKrpNFvDHfdttxaqXIx0PSMEkyT8zOcngdNUEQeGegeXEyblYmpwsdMxF0RNxJlQ24fAXw2oAmJIV588ScLHacKODXjBP8vfuMy134L+fy/qoWbyyl0cRFpLz6N+//vc/hLy7XQqu4AEZ3jefnbSdc3gPSUakf7MWHg1PZcaKQl/5wrWEJpcJ8g9YoRcbMzHSaa8fdbWPo0jCYNxfs5eBZ+8nK9GwcyshO9Zm+8Rh/ZJ202Xljgzx5/dYmbM7O55Plh2x23mvFU6Pk87uaU2EwMWpGhkP7GToS7qTKxnioFXw2PJ3SShMDPlnHi7/t5Mmfsmg5aalT22v8G23rByIKkFeqR5KhtNLE12uPOmzz5vUyrnsCqVF+TPh1p8OW+12dno1DGdstnp+2nmDW5uPojRJnCitc4uYQ5qvlg0HN2Hu6iDcX7LV3OFfFpa1ZT42ScbOzMNhxQfV0r4Y0j/Fnwq87bVrtuz09kltTw5my7ABbs/Ntdt5rJT7Ei/fubEbmsQJe+3M3y/ed5fv12WzLueBSC5W6xJ1U2YELF/3wZKDMIFFSaaK4wsh93212iQu+JaYuP0T1a2i5QWLW5mMu2WulUohMGZKKUZIZ8Mlakl5cSKOJixg/J8uh1bBdjcd7JNI5MZgXf99J01f+psv7K0h7bTEfLz3o9DeFbkmhPNghjh825DBt9WE+XLyfqcsOcsSBtwRDvLW8O7Ape08X8csBA9m5pWzLybf5NUClEPlkWBpqpcjoGRmU600UlOltEsfrtzYh0l/HY7OzKCxzfAPwvin1GNoqiumbjvHo9G28uWAvI77exJBpG52mSmpL3EmVHZi9+TgGqWbyJEmw/rBrNgUeybV8oVeKgtU9wexFhJ8HOpWC3BJ9lZrznztOcftn6xzWFNfVUIgCreMCkGXMtikGiVK9ic9XHebrtUftHd5180zvJIK9Nby5YB9Tlx9iyrKD9Jmyhu/WO+5j69E4lIHpESzKNtBz8iru+WYLzd9YwldrbCuDUc/Xg8mDU9l/pphWby6l5aSlpL62mPu+3WxVzz5vrYopQ1I5W1TBhN92OkVyfylRrzSapyjL9Cayjhc4xTamrXEnVXagTG+s7uJQRYXBNW+2jcJ8ahidAphkmXK9kXK96614lu49R5nhypWvwSRzvqSSZXtvjEEFR+Dbddk1vM3KDSY+X3nYLvHUJfvPFFfZjMiYfe4qjRJvLdjHmf+iXm5jjpwvxV8tYzDJlFQaqTBIfLD4gM0HeBqGeaMQBYorjBhM5njWHMxl2P82WTXZSYv254meiczfeZqftlrXMud6Ka4wsC2noMbxSqNkdbsfZ8SdVNmBfk3Dq1SgL0dvNNG2QaAdIrI+T/RMRGtBZVlvkBj05UbSX1/Ch0v2O8Wq7Wo5eLaYcn3NJLms0sQBOzbq3mjklVquOuSX6p3+9bZg52mLVU9RgGX7ztohon/neH4Ze04XcXP0lQupcoOJr9bYtsI2Y+OxGos9oyRz/EIZGccKrHruRzo3oF2DQF6Zt4dD5xx3y1aS+Adleud+/1gDd1JlB25KDqNV3P/ba1x6EhqGeeOjdU091iYRvkx/sDXp0X5olCI6tflRS5hNPcsNJv63+igzbeDJZSvigj0tJs8eKpGYQJ3Lyko4Gg2CLTsYqJUiy/c5d8VQIQoWK8CyDCculDtkj+aFMj0qhUioBWu5XCtuu1ni8PkSiw3zgoDVTasVosDkwaloVSLjZmWy80Qh87afYucJx7Ix89WpSAitKdysEKFLUjAGk+T0i5O6xJ1U2QGFKPDNPS35eEgadzaP5L4OsdzfPpadJ4v4Zl22vcOzGs1j/Pl1VHv2vNYbWa55Kyg3mHtdXIWbGofh46GimlsHFUaJx2dnkTRxEU/N3e4WCbUyE/s1RmvBQ6/SKDFmZibfrXPc/qN/45Zm4aiUNR9bhVHih/XZpL++hAU7HUvWIzHUG8nCTVghQteGITa9QbeKDajFp1AiOdzX6ucP9dEy6bYU9pwu4tbP1vL8rzsY9OUGbvtsHcUVjtPEPnlQKj5aJR4X30eCACYJ/sg8yYGzJXR8dwXbchx/mtEWuJMqOyGKAj0ah/Lenc2Y2C+Zif0a0ys5lDcX7GXzUdd+cVYaTbX6IrrSZJxaKfL76PZ0TQpBIQqIgtmoVJLN/S96k8S87ae455vN9g7VpemUGMz397UiyEtd43vlBhPv/b3faaeYGoZ581j3BDRKEU215KpUb6Kk0sj4n7Zz6JzjbDdrVQpevLkRYrU9JUmCHzZmE/f8Arp/sJI1B89bPZY7WkTi46GsYcAd4a+zmUdr1vGCi/Y5ZqmZcoOJ3ScLeekPxxEPbhjmzZpnuvFM7yRGtInGU23eUTFKZtufExfKufvrzZxz0aGj/4I7qXIQBEHgvTubER2gY/TMDJd+cXqoFNTzsez/lRJh/dWhLQn10fLVPS05+EYfxnSNR1mtbKU3Suw5VcTuU45V8nc1WtcPtGiuC4AAx/Ktu9VjTR7tEs/S8Z0Z3CIKtbJmBdhgkpjhYNvqw1rHEBvkSc9GoTSJ8CEpzAsZc1IBcPh8KQ/9sNXq1Q9vrYo/x3RgYHoEAZ5q6vlqaBLhw5HzpXy/PpsPF+9n0vw9bM3Ot1oF7actx2vIzehNMn/tOOVQLQK+OhX3tY+jW1Io8mWjH1n55tecUZKZ625cdydVjoSPVsUXdzWnpMLI6JkZLjt2LwgCrw5IrrElIwCPdU+wT1BWRhQF9p0pttjYqRDN01BurEs9X8uJvMEkE+hZs4rlTEQF6GgRF1Dl3HA5JgnOFdm2V+lq8FQr+N89LZj7cDuy82omtRUGiY+WHrR6HCE+Wt69oxkZE3uy4fke/PxIOyL8PHh53m4+XXGIr9YcZcTXm3nuV+vIH1QYLVdJTZKMyQF7lc4UVXC5ItCq0+bXXKVR4ni+W+jYnVQ5GA3DvHl7YApbsi/w1oJ9lFQa2X2qkAsutC0G0L1RKNMfaE3nxGAi/T1o3yAQhSjw3fpsl216bBrlW2OLBswrvIZhNRtB3dQto7rEW+yfSY/2I9BLY4eI6paWsf4YLSTtWpVI16QQO0R0dZwtqqixFXiJg2dtPxVXUmnkfLF5p8B0cau+3GBi3vZTbLJCa0bHhGBECw+/WZSfxSTZ3qRG+V1RqfK6WADWqkTa1HfN6fX/guM9Y24YkBrBve1i+WbdUVJfXczgLzfS5q1ljP8pyyGnea6VFrEBfH9/K9Y+240ZD7Xh2d5JLN5zlukb/4PhqhMxrFUMHipFjQto/SBPEi1M17ipWzolBvNSv0Z4a5V4qhWoFAJapUhOXpnNp86sQT1fD+5uG4tHtYlTURDo0yTUTlH9O2G+2lp1++yx2Fi1/zxKC8lMhd7E/B2n6/x8L/VrjK+Hqqpyf+n6MDA9os7PVRc0qudD58SQqngHxJorbbIM3Rs5bvJuK9xJlYMSE+iBKJirGCWVRiqNEgt2nnYan69r4YEOcXRODOb1+XvZd6bI3uHUOQGeav4YY25c1yhFvDUKgrzUnLhQznEn7ulxJoa2jmHbiz2ZN7YDmyf0YO4j7cgv1TNqeganCspZuPM06w/lOq3R94S+SXw0OJWOCUGkRvnRv1k9yvQmvlhlW7Xy/4JWpeCBDnE1qoiiYPbQtDVKhWWZCkEwD5/UNVEBOlY81YXHuyfQu0kYo7o0ID7Eiw8WH+CUg/qGfjosjed6J5EQ4kWEl0iv5FAqjRKv/7XHZXcarhbXFEVyAb5em12jebHCIDF7yzFevLmRxZWUsyOKAh8MakafKWsYMzOTP8d0qLHqdnZiAj35+p6WVV8fyyvj5o/XMGZmBnMfaWeVi7abK1ErxSrtKn9PNe/e0ZTHZmfR4Z3l6NQKZMBTrWTGg60t6vM4MoIg0Cs5jF7JYVXHtKrtfLLiEC1jA+iUGGzH6GrnyZsS8dOp+HLVEfLL9IR4azhdWMHGI3k0j/G3aSxdk0JqXHvBbKl1W5p1qkd+OjWPdImv+vr29EhumbqWMTMzmPNwW4fbBlQqRO5tH8e97eNYuXIlD3dpwQeL9zN1+SGSw325p12svUO0G471TLmpojZpAYNJpsKFtgCrE+SlYfKgVA6fL+G1vxxnpNhaRAfqePeOpmw/Ucg7i/bZO5wbkkBPDUpRQJKhpNJEaaWJ88WV3PPtZpdYdb/avwkJIV48MSfLYX02BUHgwY712fJiDw6/2Zf1z3Xj5qb1+HDJATKOXbBpLD5aFZ8MS0OrEtGpFWguTlR6qJVEB+psEkP9YC/euaMpGccKeGehc1wXnuiRSI9GIbz21x6X9bC9GtxJlYOSHm15dRbup8XTxao31emQEMTDnRowa/Nxq/QwOBp9UupxT9sYvl57lMW7z9g7nBuOHzdmY6xWmpCBwjID2x1M3fpa8FAr+Gx4OmV6E+NmZWJ0gqliQRB487YU6vlqGTcrkyIbC2F2bxTKpud78Gr/ZCb2S+bz4emUVBp53koTgJbo1zSce9rG8NXaoyza5fjXBfGiQnxckCejZ2TcsC0N7qTKQZnQtxE6tQJFtamY0kojiS8upNv7K/nbhW/AT96USGqUH0//vJ3BX26g4zvLeWT6NpfstQKYcHMjmkT48NTc7TfsxcheFJVbVrQXBIFSF1G7jw/x5o1bm7DpaD4fL7O+TEFd4OuhYsqQNE4XVjDBhslM1fl1Ku5sEcVdbWLok1KP8T0Tmb/jNLO32E6LacLNjWgW6cvTP2/nmAXZCUfDW6ti2ojmGCWZkT9uo0xvpLTS6FDq8NbGnVQ5KI3DffhzbAf6p4ZTP8iTpDBzD0h+qQGDSeZIbimPzc5k4U7XrOSoFCLDWkdTpjex6Wg+xy+U8/fuM9z26Xq2Hy+wd3h1jkap4NNh6cgyjJ2V6VJTno7OzU3DarUqSYv2s31AVmJg80gGtYhk6opDrDl4HkmSqaxFI+mamTEDYmNBFM2fZ8y4rl/XPMaf8T0T+WvHaeZuPVEnIV4rj3ZuQMeEIF6Zt5v9Z4opLDNY3QFCo1TwybB0BGDo/zbS/YOVNH99CWNnZThsklU/2IupQ9PYf6aIju+soNmrf5P22hIGfLLWoZT9rYU7qXJgGgR7MXlwKsuf6kJxRc2LX4VB4m0X7sP5ZPmhK76WZbNezCQXnYCMCfTknTuaknW8gFs/XUfz15fQ5s2lvO/ENirOwB3No0gI8aoyv75UG+6VHIZO7VqzPK/2b0J8sBcP/bCVxi8votHERXT7YCXrDtVBD8yMGTByJOTkmN+sOTnmr68zsXqkcwPaNQjk5Xm72Xe6iKzjBew5VWTzypUoCnw4KBVPjZIBn66l+RuLaf3mUnpNXs2eU9aroEcF6GgfH8TJgnIOny8lr1TPgh1n6Dd1DacLHXM6sEN8EJ4aJXmleoySeYp9x4lCBn6+weZbubbGnVQ5AbIsc7KW0VpX3SqqMJhqdYnfcaLAtsHYkO6NQvDWKNlzuoi8Uj1niir535oj3PONazRNOyJalYK5j7bl9QFN6JUcytBWUbSKC2DhrjPsOun8PVWX46FWUD/IkwqDRIVBQpLNav4PfL+FndfbP/bCC1BW7T1bVmY+fh0oLvbqKBUCfT9ew/D/beCOL9bT4Z0V7D1t23YAf50KAZkKg4RRMg8O7T9bzOBpGygos07VqrDMwPJ95644ZpJlyg0mvnRQqYwV+89jkq6stsuYbbn+yHIsg++6xp1UOQGCIBDqY1nxuZ6vh42jsQ1qhYjWwpYMmPWeXJWFO89grHYxqjRK7DxZSMaxAvsEdQOgUSoY2DySL0e04M3bm/LFXc3x91Qxblamy/RVAVwo1bPiQE2j4kqjxKcrD1n4if/AsVr8BWs7/h8wSTKVF5PAUr1Emd7EyYJyhv1vY91vYf4Dqw+etzh9bTBJ/LLNOtuTh84Xo7YgqWAwyWzJtq434rVyPL/MoiVXucFETq5rW3K5kyonYXzPxBp9HwIwqnMD+wRkZURRYESbGDyq+QMqRYFHXfQxA2Qcu0C5oeZF2yTJbtNlGxLgqeajwWkczSvl5XmuI+1xsqDc4g1aluHg2evsd4mO/m/H/wM/bztxhTXKJQwmiRXVqjjW5MSFckwWkoUKg2TRv7AuqOfrgb6Wic2YQE+rnPN6SQ73sait5aESSYn0tUNEtsOdVDkJg1tGM7FfI4K9NAiAn06FIMCqg+dddlvo6V4NuT09Eo1SxFNjtncxSTIfLN5P8kuLeHT6tlq3CJ2VuCDPGkbTAJIssy3nwvXf+NxcNW0bBDK2azw/bzvBH1kn7R1OnRAdqLNo1C5g1mdasf/ctUsuTJoEumo6Tjqd+fh1cq64wmLlwyjJ5NnQFzUlwhfRglGfh0qkRax1RErD/Txo2yCwhjCwQgRZkvh6zRGH84ZtFRdAUph3Da9TvVHi6bnb6TV5tU2TYVviTqqciGGtY9jyYg8OTOpD1ks3MaFvIxbvOcvXa4/aOzSroFSITLothS0v9uD3Ue1pUz8AGSgoN1KqN/H37jPcMnWtw11Qrofb0yItrvAMJpk/t5/ilqlr+ex6t2ncXDXjuifQMtafF37bRU6e829b+GhV3NUmpkbVWwb2nC5kzMwM2r+znKPXskUzfDhMmwYxMWZPl5gY89fDh1933B0TgqsGCa6IW5JpHWc7E9/UKD9So/xqJAs6jZLeTcJq+anr59Nh6fRqHIpaIaJWmJM6kwQLd5/lvcX76fSe7fvL/glBEJjxYBvubx9HsJcGT7X572WSQX+xD+3RGdtYuuesnSOte9xJlRNy6ab7QIc4eiWH8vbCfWzLccy99brAR6tCEAQycgquOC7JUK43MWvz9fdsOAq+OhVzH2lL43AflNVWxJIMFUaJKUsPusQN3hlQKkQ+GpKGQhRcRurihb6NeOqmREJ9zEryl15llUaZ0koT54orGfnD1mv75cOHQ3Y2SJL5cx0kVAA9GoXSqJ5PjWTQz1PN5CX7uePz9Xyy4iCF5dadLBMEgW/va8moLg2I8PMg2EtNPV8t5XoTS/ec5YcN2azYf67OvSM9NUqmDksn86We9GtWD8Vll4YKg0RxhZEnf9pep+e8XjzUCp7tk8SWF3vgp6vZB1thkHhroetNcruTKidGEATevaMZ4X4ejJmZaXXNFHuy/0yxZed4o0SmizVwJ4X5sGBcRx7t0gALOw3IwBIXXOE5KhF+HrwzMIUdJwp5f/F+e4dz3YiiwAMd67NpQg+aRPjW6FSSZTh+oYxsB2ooVogCMx9qzXN9GpIa5Ueb+gGkRvpytqiS+TvPsDXnAlOXHaLPR6utNoV3CY1SwWM9Eln3XDe2vNiTHx9oTYXBxNhZmUz6aw9jZmTQ9f2VnLOCJZCnRsmq/blY2Anl4Lliqz/2a0GSZE4WWP5b5Dio1tb14E6qnBxfDxWfDU8nr1TP43OykOp4heQoxATqLK7+VKJA4kVhVFfDU6OsoagP5v4XhaVsy43V6N2kHsNbRzNt9RFW7nedXpDyWvTPFIJAhQ2n6q4GjVLBPe3i+H10e76/vxUHz5Vc8f1Ko0RuqZ7/rbGtzMBPW48jCmbvyEqTTKnexMmCMp75ZYdVzqdSWH7vyzjmdUEUBYK8LE9sh/lqbRyN9XEnVS5AkwhfXr6lMasPnOeDJfuZsSmHz1Yecik9pyYRviSFede4oEjI3NU6xk5RWZc+TcIsNsVKskyvZOv1b7ixzMR+jWkY6s1Tc7dzrtgxjYn/K7c0q4dWWfM2oFGKJIR42yGiq+PAmRIECwsOvVFi6R7bJr2/bDtRwzvSJMHag7lWEe0d1DLK4nPWItofb62qzs9XFzzWPcHi9ProLq43ye1OqlyEYa2iadcgkE9XHObVeXv4cPEBBn+5kcdmZ7pM9er7B1rRu0kYKoWAQhAI89Fgkszj1q5ITKAnE/o2QqMU0SpFNErzTSTAU42/hR4FN9ZFq1IwdVgaJZVGxs/Z7hLvq/vbxxEb5FnVBH4ph7+lWbhDVj0u4adT1dBzu0RgLVURa1E9obocyQqT2aO6xJMW7Y+HSoFW+f+N602j/Or8XHXFXW1ieLZPQ/x1KhSCgI/W7FSw8Wi+y02vu5YHww2MUZKr1J8vaZoYJRNL9pxl0e4z9E2pZ8/w6gQfrYqpQ9MxmCSMJhmtSmT8T9v5cOkBGtXzoUfjUHuHWOfc0y6Wm5JDWbLnrHns3UPF43OyePH3Xbx/Z1OLq3U31iMx1JuX+iUz4bedfLn6CI86+Upbp1Yyb0wHFuw8zZqD56nnq2VbzgVmbT7OoJZRJIc7pqZQVICOpDAfdp4s4HIFCJVC4IEOcTaNpVdyKL9mnKyRXDUJ97GKzZFWpWDmQ63JOl7ArlNFRPpp+SPrFF+tOUKXxGDaxQfV+TmvF0EQuLddHPe0jaXCIKFViXyy/BAfLDlA67hAhrW+fi0zR8FdqXIRMnIuYGnBVKY3MXer7VzVbYFKIeKhViAIAm/dnkJyuA9PzMniULUeC1ehnq8Hd7eNZUTbWAakRjC2WwK/ZJzgJxd7Xp2Foa2iuDmlHh8s3k/msQv2Due6UStFbk2L4INBqTzVK4lPh5vV5MfOzKTEgdXkp41oTsNQ80Sgl0aBgPnm3aiej03jeLZ3EmG+2qpq36Wp3c4Ng612TkEQSIv2Z0SbGLomhTLpthTigjwZNzvLobemBUGounaP7hpvNqj+c7dLCRu7kyoX4Z8KqC6wS1ErWpWCL0e0QK0UGfnjVpc36wRzf0KH+CBe+mO3VY1c3VhGEATevD2FUB8tY2dlutxrLsBTzZQhaWTnlfLibzsddnsmxEfLgsc68vvo9nw5ogV/jeuAUhR45ucdNt2aDfTSsHR8Z14f0IR72sbwws1JdIgP4vOVR8g6XmCTGDw1Sj6/qzkllQbGzcqsc0kHayCKAh8NTsVfp2L0jAyKXeR95E6qXIT0aH+L4/capcgdzSNtH5ANifDz4LPh6RzLK2P4/zbR/5M1tH97OU/P3e6ShtMKUeCjIan46VSMmrHN5W7qzoCvh4qPh6ZxurCCCb86buJxrbSpH8jjPRL5PesUcx28Z7FhmDft44NIDvflhZsbsfZQLtM35dg0Bq3K7B356oAm3Ne+PlOHphHsrWHU9G02k7pJDPXmjVtT2Hgkn4+WHrDJOa+XQC8NU4emc/xCOc+5yPvInVS5CGqlyGfDm5ubF1WiuRR+8XsRflp+2XaCVQfOX7sFhYPTun4g3RqFsPNkITtOFHGyoJxfM07Qb+paThWU2zu8OifIS8Mnw8wXo2d/3uESFyNno3mMP+N7JvLXjtMuuRU7ums87RoE8vIfu53GHmlYq2g6Jwbz5oK916YKX0f4e6r54q7m5JboeWy27SpHdzSPZFCLSD5ZcYhVFoyzHZFWcQE8eVMi83ec5pt12fy14xSzNx9z2gWxO6lyITokBLH22a4836cRT/RM5L07mmIwSdzxxQZe/H0no2Zsu3YLCgenXG9i9f4rLyImGUorjS5r69IyNoBnejVk4a4zfLvuKNty8lm064xVRAfdWOaRzg3Mice83Rw65xyJx9WiuLg9o1MrGDMzkyPnS1i06zTbjxc4bBIvCALvDGyKWiHy5E9Zdt0GS4n05dUByaw5mMuUZQcxmiTOFlVQaWX9r1f7NyExxJvHZ2fy/t/7ePD7LUyav8ehk5RHOjUgPdqP1//aw1Nzt/Pqn7vp8eEq3nZCxXX39J+LEeil4Z52sQD8lnkChSBgkGTKDeYKVZnexMgftrJkfGc7Rln3HD5fYlZcr2YjYpRkNh7Jp0e6nQKzMiM71WfNwVxe+2svWqWIUiGiN0nc0zaGCX0buacDrYxCFJg8OJU+U9YwZmYmv49uj1ZV06POWQnx0fLhoGbc8+0Weny4Cp1aiSTLRAfomP5ga4K8NPYOsQZhvlpev7UJj83O4stVh+neKJQyvZHkcN8apsTWZkjLKLblXODjZQf53+rDyICAwD3tYni6V5JVZCs81AreuDWZQV9u5NMV5nOqFAIzNh3j+/tb0TI2oM7Peb2YZLlq0KjC8P/X8O835NAhPpgOCY430Vgb7kqVC/PjhhwM1VZqlywoXK1aFeKtqZKSqE6En4eNo7EdgiBwvrgSMFv2lFQa0Rslpm88xoKdZ+wc3Y1BqI+WD+5sxr4zxby5wPlW1v/GiQvlKEWzYnhJpZEyvYlD50oYNyvT3qHVSv9m4XRKDOLdv/cz4JO1jPh6My3eWMLfu237nhAEgZYx/ghAuUGiwiBRbjDx/focq/Y9zd12AkH4/wEmg0mmTG/i6bnbHbLKuPlovsWBqnK9idlbnMvb1Z1UuTBl+totKMpr+Z6zEuKjpUN8UI2VqFIUeKSzc2sJ/RM5eaXk5NdMkMsNJr5bf9QOEd2YdE0K4YEOcfywIcfmN25r8+367BoaTEZJZmv2BS44qN+oSZLZc9I8GXtpsVFUYeSx2eZtTFvyxeojNaazyw0mvll31Grbk8v2nrOYpJwqqCDPAZ+zfzIqv7xy5Qy4kyoXpn+zcIt2BiqFSMMwx7WguFY+HppGt4bBqJUiOrUClULAJMtMWXaA/WeLefjHrVUCqa5CcYWx1i2EonLH1RhyRZ7p3ZAmET488/MOlxqOKK1Fq0oUoVTvmK+x9YfzqLBwozaaZGZutm3l42wtPY6VBokyK/39LmlmVUdGRmPjLdCroVVcgMUEU6MUiAnwMFeynEAmAtxJlUtzb/tYYixYUPRrVs+hLSiuFS+Nki9GtGDzhO7MH9eRL+5qDjJsPJJPqV5i8Z6z3PnFBjYdybN3qHVGwzBvi8+lSiHQN8XtD2hLNEoFU4emYzRJPD47y2UmbXs0CkVl4TWmFATe/3s/P27IrjXxshf5pXpkC+p9RknmXFGlTWOpTYw00EuNl8Y6bc0j2sagVdW8vRtNMs1eXcygLzew/4zjDFZ4apS8fXsKWpVYJZ4KUGmUmbX5GPd9u5mO767gWJ7jNttfwp1UuTBmC4r2TLqtCbelRfBwp/q0qR/AT1tOuFzF5nL8dGrigjyZvORA1WV11WkRWTaX3V/5c7dd46tLVAqRdwc2xUOluEKnTJJh+sZs2ry1jHcX7bPaitjNlcQFefL6rU3YnJ3P1OWuMXX6WI8EAr3UVTfpS7MPZQYTv2ed4s2F++j2wUqHmjptEeuP0VQzqdIqRUJ9NDaViJjQNwkPCwlO35Qwvl2XzZqD5+u8CnN/+zhuahyGRinipVFWyevImK8Nm4/mM/Dz9bVW0ezBgLQIFj7WiYc7N6BzYnDVYrHMIFGqN3G6sJwHvt/ikD1hl+NOqlwcjVLBbWmRTB6cyrN9GvHZ8OYEeKoZM9N1FGxrY8/p/1cb357//y/1faeLHf6N+V/o3aQef4xpz7BW0XRtGIyPVolJkjlfYuBMYQVfrz3KkGkbnaZ87uzcnh7J7WkRTF1+0CWqokFeGhaP78yTPRvStWEwfh7m6sqll1O53kRuSSVvL9pnxyivJNJfx7DW0TW2wSqMErM2H+OWT9Yy8PN1FJZZ/xrYPCaAmQ+1oV2DQAI8zQs+gB82HOPthft45Mdt9Jmypk5jUSpEPh6axpInOjO+ZwIqZc1Ko94o8cOG7Do7Z10QF+TJ070aYjBJNbYDJdk8NHHYxj1x/xV3UnWDEeCp5uOhaRy/UM6E33a5VHJRHR8PVdW/Qz3kK467mtRAYqg3b9yWwoi2MRiqbTtVGiUOnyth7aFcO0V34/HarU2IDtDx+Jws2zZzz5gBsbHmhqfYWPPXdYCPVsVDnerzybB0iitqDrmYJFi652ydnKuueKlfYz4c1Ix2DQKJ8NNWVWtKKk1UGCR2nCjkqZ+32ySWtGh/Zj7UhoyJPWkS4YOIuZlebzJXYY7klvDaX3VfQY8O1BHup0OtqNljpTdJ7HZQm6vaFvwKUaCk0rGHrP4xqRIEYcdVfCyzVbBu6oZWcQGM75nIn9tPMWeL6ylBX+KBDnF4XNQMuiXa/EYUgBFtXMcRvTo7ThRWaZJdTrnBxE4X3vJ1NLw0SqYOTSe3pJJnfrGR4v2MGTByJOTkmLVTcnLMX9dRYgX8Yy+mRulY+lyCINC7ST1mPtQGlUKs0WFlMMms3H/epqbRsiyzaNcZqr9DDSaZ+TtPW+Wc8SFeGKWa1wS1QiAlwtcq57xe+qbUszhkBTKNbWyY/V/5t0qVArjlHz76A9az4nZjNR7t3ICOCUG8PG83U5YeYPTMDN6cv5dsF9KvGt0lnsEto9AoRQI0AkpRQAZOFVa4bIUuws/D4uSPVim6tF6XI5IS6cuzvZNYsucsP260gRfdCy9AWbVG3rIy8/E6QqtS0Llh8BXNxAAKAQa1dFyP0eIKy4mTIGDzfsPaduGtJa8QH+JF67jAGlN/EuaGdkfk7raxRAXoqhbFl15tNzUOs7mA63/l36J7WJblnH/4yAZG2SBON3WMKAq8fmsTjJLMR0sPMn/Hab5dd5Q+U9awYv85e4dXJ4iiwCv9k9nyYg/qB3uR8VJPxnVP4NeMk8x20QrdzU3roVGKVN/dNK/a3dOAtuaBDnF0bRjMG/P3ssfaWy3HapEKqO34NfLuwKbUD/bEU61Ap1agEAVMMg5dQejSMBiFhSJbqLeGYBuqwguCQOeEYBTV3qAC0D0pxGrn/XJEc+5qE4OXRolSFIjy98Boklm13zH9AT01Sv4c24GXbmlMz8ahDG8dTbsGgczbfoqMYxfsHd4/8o9JlSzLa//tF1zN/3FGjuaWcrqwgnu/3cwXqw5TWO56Td1/ZJ5C5DLVXUmm3GBi/Bz7embVNT5aFVqViI9WxWPdE6oqdDtPuN52mE6t5OdH29Ek3BeVQkApgrdWid4kccBJTHFdCUEQeP/OZvh5qBg7K4PSSvPwgFWGRKJr2dau7fg1Euil4e/HO/HNvS15tX8yvzzSlpQIX57/dafD+ss9eVNDfHXqqmrNpZRmQGqEzfsrX7+tCQFe6qqKsuJiBb1/aoTVzqlVKZjYrzG7Xu3FoTf7svLprrStH8jEP3Y5lLTC5WhVCoa2iuZ/d7fgjdtS+Pyu5tTz0zJmRobDis7CVTaqC4LQTxCETEEQ8gVBKBIEoVgQBMfscKsD1h/Kpe+UNeSV6Fm5/zwfLTnATR+uqrIDcRXm7zxVw8YGzFMhB13MHPYSClFgypA0gjzVPDpjGwVljvvmvFYaBHvx59gObJ7Qgy0v9GTV010J9tLw6PQMl3y8jk6gl4aPBqdy5HwpLd5YRuf3VpD++hIe+mFr3S7WJk0Cne7KYzqd+XgdIwgCresHcmeLKFKj/fl0WDqyDGNnZf6jOra9CPfzYOn4zozq0oC2DQIZ0jKKJuE+fLPuqM2NsCP8PFj1dBdeuSWZBzrE8Wr/xsQG6nj1z93kldjmHqMQBaYMTcVLo2LUjG0OpzNmCV8PFZ8OSye3RM+Tc7c77DTz1W5OfgTcAwTKsuwjy7K3LMuOW+u9DmRZ5qm52yk3mKrE4yqMEnmleqYss55Xkz3wVFsWnjPJMjqV63ptB3iq+XR4OmeLKnhiTpbDvjmvF39PNf6eagI81Xx2V3POFVfwuAs/XkcmwEuNQjQPDFQaJQwXt14e+mFr3Z1k+HCYNg1iYszNQjEx5q+HD6+7c9RCdKCOd+5oStbxAt51IGmFywnwVPNYj0RmPdSGtwY25at7WqJTK3hkeobNkwqdWsmgllFM7NeYu9rE8unwdC6UGWyaLIR4a/l4SCpHc0uZ+LtzTII3jfTjhZsbsXzfOaatOWLvcCxytUnVcWCX7Ax/9evkdGEF+RZW80ZJZomDjQxfL3e3i8HDQlNzlJ8HZ4srbCqQZ2vSov15qV9jVuw/z6crD7HzRCGLdp3hpAvZi1xOapQfL92SzMr95/lkhWuIUjoTX685SvUBLL1JYseJgrr1ohs+HLKzQZLMn22QUF2ib0o97m4bw1drjzqcvIIlwny1fDw0jSPnS3ju1512TSqSw32ZeHMjVu4/z1drbZcstIsP4rHuifyaeZKftjpHn+ndbWO4OaUe7/29ny3Z+fYOpwZXm1Q9AywQBOF5QRDGX/qwZmD2QqdWVK0UqsuxeFvJUsBe3Joawe1pEWiUIp4aRZVi8uHcUu77ZjP9P1lH749Wu5SP2eXc1SaG3slhfLD4AHd8sZ6n5m6n2/srefpnxy0tXw93tY7mtrQIJi89wOoDjtmg6qoczS2tMUYPZkV8V0rkJ/RtRHK4D0/O3e4Uj6tdgyCe6tWQP7ef4vv12XaN5a42MfRpEsa7i/bbtBl7TLd4OsQH8dIfu9l72vG7egRB4K2BKUT6ezB2ZiYnLpSx/lAuO04UOES17WqTqklAGaAFvC/7cDn8dGpa1w9EKQpoLyviKEWBe9vF2S8wKyAIApNuS2Hp+M68eVsKz/ZOQikKSDKU6E2UG0wcPFfCfd86vjXAtSAIQtWodeVFJ/tKo8Rf208x3RYj8DbG/Hw3ITHEm8dmZ3LwbDHL951l9YHzDtkH40q0rh9gcRS8uMLI2FmZfL7ysEsk8lqVgk+HpWOSZEbNyODHDTm8MX8Pf2SdpNLomKKNj3RqQI9Gobwxfy/bcuw3WSYIAm8PbEqYr5axMzM5XVjO5qP5Vt8xUIgCkwen4uOhYvhXm2j5xhIaTVzEXV9tctgmdh/tpf6qSjq9u4KRP2xlyLSNdHp3hd0V16+29BIgy/JNVo3EgfhocCojvt6MKFzAS6OkTG/EJMkkhnnZOzSrEBWgIypAx6PTt2GsdmE3STLH8svYf7aYpDDXaqMrLDewObumjUi5QeK79dnc3S7W9kFZGZ1ayed3pdP34zXc9NFqdCoFgiAgCvDVPS1pFRdg7xBdkvvaxzFz0zFMJonqlnQFZQY+XnaQ3JJKJvZrbJ8A65DYIE+e6JnI63/tYffJQoySjE6t4P3F+/ljdAcCPNX2DvEKRFHgg0HNuGXqWkb+sJVG9XzIySulUbgP47ol0MSGApm+HiqmDk1j4Ofraf/2cnQqBSYZYgJ1fHtfS+r5WkdrLthbQ7NIX5bu/X85nbWHcrn983UseqwTUQG6f/hp+3BpnX+pCABQri/nrq82se7Zboj/IFRrTa62UrVUEIQbJqkK9NIwf1wH6gd78sGgZix6vBORAR48MWe7S0orXKK26UalQiDfgUdYr5VyvQmxlnHqUhc2IFaIAiaTjCxDqd5ESaWRogoj93232SmmgJyRIC8N88d15Lb0SIsVq3KDiekbc1zGj3PhLrM6+KVFWpnexJmCCt5x0CZ2Xw8VD3euT16pnrWHcjl+oZwle85yxxcb2JZj274dg0lGFGruGNz7jfV2DPJKKllzsKaNVaVB4stVh61yzutl+qacGtI/MlBUbmCrHSuOV5tUjQYWCYJQfiNIKoC5FOuhUtArOYzEUG+mDEnjTFEFL/xm34ZGa9KjUYhFawC90eSwdgbXQ6iPhiALwn8KAbonhdohItvwS8aJGpYdl1i61/EbjJ2VcD8P3r+zGfV8tRa/7yr9VRUGE5nHCmocN0gyC61kxVIXfLcu+4qvZdn8WF79c49N4/h23dF/3DGwBkdySy0m+0ZJJutEgVXOeb3kllRavI4JgmBX6ZirSqouSiiIsix7uLqkQm2kR/szvmcif+04zS8ZJ+0djlUY3iaGEB9tDTuDTokheGtVtfyU8yIIAu/d2RQPleIK2w1BEDhTWMbjs7NYf9j1TIiLyo01LtpgHhizpQ/ajUpiqDeW6qMGk0S4i1gJ1bbx8k/egfZEkmQOnrPci2N1Jfxq2GPHIMpfR6WFvkoR8+vVEbmpcWiVjc3lGEwSLWLt18bwb4bK/+prcTX/x1V4pHMD2tQP4KU/dnHUhTzyLuGtVfHXuA6M7R5PapQf3RoG0zzGnxX7ztm8BG4r2jUIYuFjHRnRNoYuDYMJ9lZjlGSW78/l96yTPPDdVt5euNfeYdYp3ZJCLPoDmiSJjvFuK09rM65bAhpVzUtvkJeam6es4Y7P17N8n/NWDLUqBe3jg2rYwihFgdvSrKcafj0Igtl5wBIalcj4OVl8sfKQTdoguteyY2AwSVbbMQjz1dI9ycJ5BThbWMGUpQccTvx6QGoEsUGeVVPrAB4qBeO6J9i1b+/fKlULruJ3XM3/cQkuTUmoFCKPzXZM5eDrxUerYkzXBH4f3Z5v7mvFN/e2NFsDzMx0yb4qMDfWvnxLMg92qE9JNePVcoOJb9dlcyzPMe03roWOCUG0bxBYI7GKDfIkOtDxGlJdjZRIX769txUNw8wVAM+Lz8PJggqOXyhna84FRs/ItPuI//Xw7h1NqefngadGgUoUqrwozxaWM/KHrfyR5VjVfkEQeKB9HB4Wkt1yvYlfM0/y0dKDdHlvhdWn8e6qZcegf7MIKgwSx/PLrNKCMnlwKne2iEKrFKsqjZIM6w7n8dnKw3T7YKVDaRdqVQp+G9WOCX0a0TougF7JoXx1TwtGd423a1zCPz05giCYgH8qyQhAkSzLdll+tGjRQt66tQ4ViauxcuVKunTpUuP4ol1neGT6NiL8tJwrrsRTrWR4m2ge75GISuHYDtrXwq6Thdz++XpaxwXw3X2tHLaE/0/U9lxezqvzdvOthRuZViXy4s2NuauNYzq6XwsmSWbx7jP8kXUKtVJEKQr8mnmSd+9oyqAWUfYOr1au5nl0JiRJ5vnfdjJ363Gq78h6qhVkvNQTjbJmVdEZMJokVu4/z7H8MtYfzr1iskynVvB0UxMjbuuD0kGumSZJ5vW/9jBr8zGUCoGySlONnh0BSI/x55dH21k1lqIKAz9uyGHJnrMEeKo4eLaE04UVCIBCIRCgU/Ph4FTa1A+s83ObJJl7v93M2oO5Vzx+AWgZF8BPD7e94v+72nvyahAEYZssyy0sfe/fDJUVF3uoavvwtldCZU+aRvqiFAVOFlRgMMkUlBv4eu1RHp+TZe/QrEKTCF9evqUxaw7m8sly11Xj9vZQXtFbdQmFINS6NeCsKESBPin1+GJEcz4emsZ7dzajfXwgLzmwwaorIooCG4/k1UioABAgx4krpEqFSI/GofRPDa8xWVamN1GmN/H3bsfZ5lSIAq/0T2briz34fVT7K7aVLiEDmccKrL5L4aNVMbprPL+Pbs9Xd7dEkmWMkoxBkqkwSJwqrOC+b7dw4kLdvz4UosCmI/k1EkoZ2Jqd7xJ6atbEMZYITsY3645CtZdchUFi6Z6zVnmROwLDWpnVuD9adoC1B3M5nl/GrpOFLrUFOjA90mJSZZRkejRy3WlAMF9IPxqchrdWxaNOYrDqKtQ2DWgwyQQ6mKbTtbDxSJ7FCr4kyyza7XjTgN5aFQmh3qhrqRAqRLBlsX5Ldj4FZTWlNoySxMxNx6xyTkuTgGBOlGtRoXFzEXdSdQ3sOFGIpVxCrRQ5fN71Gtjh/9W4YwM9uffbzXT/YCWDp22g+RtLmOdg/RHXSkygJ+8MbIpWJeKlUeKpVqAQzKPVR1z0eb2cYG8NHw9JIzu3lAkuLB3iaDzaJd7iFFOrOH8CLUh+OBuetdl7yQK+Ho47VXxn88gafU0C0KNRqE23LM8UVVg8bjDJVqtk3tmi5mMHuLlJPQR3VvWP/Nv03wJBEGJtFIvT0CjM22JFQ2+UiAv0tENEtsFDpUC+WIbWm2RKK00UVxh59ped7DpZaO/w6oQBaRFsfbEnHw1O5bO7mrPqma4Ee2t48IctnCm0fHFzJdo2COSJHon8kXWKWZudw2DV2emcGMzEfo2qEnmVKKBSCJwrqqRc75jWLv+F9g2CUFUfBQQy8wWGtIy2Q0RXx5M3NSQ1yg8PlQKdWoFaISBT+5SgtWga6WdRAkWrFGnXoO57qgCe7Z1Ey1j/qgWmWmFuXj9VWI7B5Dq7E9bg39Lt74DFgiC8IAiC4y4pbMyDHetbLI/GBXnya8YJpq0+zOlC5xfxq86e00WcszBWW2k08e26o3aIyDp4aZT0aBxK58RgIv11fHVPC0oqjDz4wxbKXFhp/RKju8bTMSGIV/7cze5TrpEsOzrDWseQMbEnf4zpwOYXevC/u1tw8FyJS1QM1UqRH+5vjb9OVZU4igKsPCVS5MAK8h5qBXMebstPD7fllf7JzHioDQ91jOOnrSf4aavtFhxxQZ70TalXo5ppkGQ6JgZZ5ZxalYLpD7bh99HtefP2FH4b3Y7372zGpqP5vPjbLqd/TVqTf2tU/wlIA3yArYIgPCUIwvhLHzaJ0AGJCtAxZ2Rbmkb6IgigUQooRYF9Z4qZsuwg7y8+QNf3V/LXjlP2DrVOOV9cicJC6VeS4VSB61ZxGtXz4eOhaew+VcT4OdtdvlFTFAU+GpxKgE7N6BkZLmOd4uiolSLxIV74e6rp0jCEJ3ok8lvmSX7Y4Pzm3imRvmx5oQdfjmjO5MGprH22G2GeAmNmZjp8H2pKpC+DWkTRMjaAZ3sn0T4+kBd/38UOGyqNv39nM57vk0RCiBeR/h4MSA1HJQqMm5VFhcF61cykMB/6NwsnOdyXgc0jGdstnjlbjzNt9RGrndPZuZqNYQNmWQUN4F3t44YlJdKXeWM6cGhSX74c0aJKZkDGvA1YYZB4au52l1Kobhrph95C6VetFGgY5sWmI3lWfYPbk+6NQnmhbyMW7T7D+4v3A+YKndFFS+GBXhqmDkvj+IVynvvF+aslzsiYrvF0Twrh9b/2sDXb+cV3lQqR9vFB3JQcRrifB+PStRhMEg//uM1ptjmVCpGpQ9MJ9tLwyI/byC2xjSCmQhS4u10sS8Z3Zu2z3ZgyJI0pQ9PYfqKA8T9l2Wyh90SPRG5uWo+3F+1j0a4zNjmns/FvPVW9gSxAB6TLsvyyLMuvXvqwRYCOjkIU+CPrlEWJf6UosNaCSaWzEuCp5uFO9WuUofVGmTmbj/HA91tp/voS/tzuWhW6SzzQIY6hraL5bOVhOr6znEYTF9HopUWMnZnhkkbbLWMDeOqmhszfeZofNzp/tcTZEEWBDwenEuHvwagZGZwrdq1qcJinyJQhqew5XcTzv+5wmsQ9wFPNlyOak1eqZ/SMDLv1GPVKDmNCn0Ys2HmG9y4u9KyNKAp8cGczmkX68ficTHaecLcHVOffKlUvAHfKsvycLMuOXaO1I7WLYQo2Hb21BeNvashHQ1JpHRdAYogX6osNqOVGmZJKI6V6E0//vJ1DtfhoOTOCIDC2WwMUgsDxC+VIsnkCZ9HuM4z4epPT3BT+Cw93qk/XhsG88dde9wXUDvh6qPjiruYUVRgYMyPT5ZqEuyWF8mTPRH7POsXXa52nL7NJhC9v3Z7CpqP5vLVgn93ieLBjHMNaR/P5ysP8tMU2fV5alYL/3d2CQE8ND3y/hfwK13pNXi//1lPVUZbl3bYKxlm5PT3C4ki03iTRIcE6jYT2pFdyGHMebsuEmxtZ1HIxmCRmb7aOfoq9mbv1BNWnqQ0mmUPnStjugkmHKAp8OCiVIC81o2Zuc8mKnKPTqJ4P7wxsyubs/7+B642SyyTxo7vG0zs5jLcW7mPdIeep7N+eHsl97WP5Zt1Rfs+0j6yMIAi82j+ZjglBTPhtJ+sO5WI0SZwrqqDSaL0t1WBvDd/c25IyvYnJ2yrZeDiPqcsO8s3ao5yrRQLiRsGtU1UHtK0fyNBWUWhVIiqFYPZOEkCWZXadtK3DuS0pLDdYvLCbJDhvo14DW7P/bDF6U83HLAA5ea6pZeXvqWbqsHROF1TwzM/bXeZm7kwMSI3g3nbmG3jrSUtJmriQxi/9zaT5e52+eiUIAu8Pakb9IE/GzMzgeL7zbIpM6Gv2nXv2lx08+uM2Or27goGfr2fxbtv1G6kUIp8OT6d+sCcPfLeFZq8uptO7K0h9dQlvLdiLyUr9Vg3DvPlkWBoniyWGfbWRD5cc4J1F++j03gqW7nEcpXxbY/WkShAEhSAImYIg/HXx6wBBEJYIgnDw4mf/y/7v84IgHBIEYb8gCL2sHVtdIQgCL92SzJ9jOvBMryQm3tKYpU90JipAxwPfb2HPKddMrFrGBljUT9EoRbolhdghIuuTFuVv0b7CKElVBrmuSPMYf57rk8Tfu8/y7bpse4dzQzIgNRxRgLPFlUiy2ez7x43ZTPh1p71Du268NEqm3d0CoyQ7VeO6SiHy8i2N0ZskFu4+w7H8MrblXOCx2VlMW33YZnH4aFUMax1DhVGiVG+iwihRbjDxw4YcPrRiv5UsQ7dwCUk2D2lVXhzSGjc702mew7rGFpWqx4C9l339HLBMluUEYNnFrxEEoTEwBEgGegOfCYLgVE6iCaHePNSpPsNbx9AgxIsfH2iNl0bJPd9udskqRrifB/e2i8VD/f9Pk4DZ1iU53Md+gVmRQS2i8FQra/TK+XmoaRjqTXGFwaG1d66HBzrE0bNxKG8t3EvmsQv2DueGY9rqIzU8AisMEvO2nyK/VG+foOqQuCBPPh6axt4zRTz7i/M0rs/ddqLG9aDcYGLykoM21bX7cUN2jWPlBhPfrs+22pTyLxknaBZY83eLgsD6w86zlVuXWDWpEgQhErgZ+OqywwOA7y/++3vg1suOz5ZluVKW5aPAIaCVNeOzNhF+Hvz4QCsMJokRX292yb3m5/ok8emwNLolhdAqNoDHusfjpVEy8sdtFFrwq3J2fHUq5o3tQO8mYejUCgJ0KlrFBnC2uJL2by8n7bUlpL+2hFs/XceR8zZo1p8xA2JjQRTNn2fMsNqpBEHg/TuaEeqjZczMTArKnP9G7kwcPGvZ6FohCizZc8aqPTS2omvDEJ66qSHztp/if2ucQwtp/aE8LOUsClGw6cBO7XY2EqWV1nlt/JNjzY3qZmPtStVHwDPA5S+5UFmWTwNc/HxpnygCuHx84cTFY05NfIg3397bktySSu7+ZrPLNfoKgkC3pFC+ubclPz3Slsd7NmTaiOYczy/jkenbXMpw+RIRfh58Nrw5e17rTcZLN/HDAy3RKkVOFVZglMw2PttPFDDw8/XWNSaeMQNGjoScHHMdPifH/LUVEytfnYpPh6VzrriCp+a6+6tsSUqkn0Xx3TK9idf+3EPz15eyYKfzy5mM6tKAvilhvL1wH2sOnrd3OP9KPT/LhthleiNP/7ydZ3/ZYZMFVnK4r8Xjfh5qfDysY60zMD0S0cJrsrTSyIPfb6XBhAUMnbbhhlqACda6KAqC0A/oK8vyKEEQugBPybLcTxCEAlmW/S77fxdkWfYXBOFTYIMsy9MvHv8aWCDL8i/Vfu9IYCRAaGho89mzZ1slfoCSkhK8vLzq5HftyjUxeVsFDfxEnmyhRWPBC8uVWHfSwP926ukYoeT+Jmq7m3DW5XNZncJyAzn55fx8VOBEicDAOIloLxlREAj388BfZyWHp507QW/hYqVWQ0qKdc55kSU5Bmbs1TO4oZo+cbZzsLLm8+joVBolDp0rQbp4zd58XmDNGQXpgRJd6kkIgnnbJT7Ey6IZrqPxT89lhVHmjY3lXKiUebmtByE6x308pZUmsvNKkWQZWYbFJ0V2XRDpWs9EepCMgHnxWT/Y0+KUeF1RpjdxNNcchyTDb9kix0oFxqWqSA21njF3fkERp8vM67pyE8w8JFJugiH1TQRezDdFQXCplpCuXbtuk2W5haXvWTOpegsYARgBLWarm1+BlkAXWZZPC4JQD1gpy3JDQRCeB5Bl+a2LP/838IosyxtqO0eLFi3krVu3WiV+gJUrV9KlS5c6+31/7TjF2FmZtI4LIMhLQ9bxAqICdIztGk+7eNeTXvhw8X4+Xn6IZ3o3ZFSXeLvGUtfP5eV8seow7/+932LT/tiu8TzZq6FVzosomq9k1REEkKxbIZRlmdEzM/h791l+ergNzWMCrHq+S1jzeXQGdp4o5PX5e8jIuWDx9aYUBe5rH8sLNze2Q3T/jX97LnPySrll6lrC/Tz4dVQ7dGrbGhn/F+ZuPc7rf+3BJMmU1tKgnRrlx++j21s1jqzjBby7aB97TxcT5qvhfHEllUYJhShQUGagQbAnE/s1pkvDuhskWrlyJSGJ6aw6cJ5NR/JYecBydfGFm5N4qGODOjuvPREEodakymrpvyzLz8uyHCnLcizmBvTlsizfBcwD7rn43+4B/rj473nAEEEQNIIgxAEJwGZrxWcP+jUNZ2zXeDYeyeevHac5caGcDYfzeOD7rczLso/OiTV5omcitzQL591F+1mw87S9w7EayeE+FisDOpVIcoTlknydEB39347XIYIg8PbApkT6ezBmZqZLNEo7AymRvvz0cFs+GNQMT3XNqodRki2anjsjMYGeTB2WzoGzxTz9s2M3rt/ZIoptE3v+Y9JkC6/A1Cg/Zj7UhsyXerLwsU70bBxKcYWRgov9rYfPl/LI9G1sOpJXp+dtHO7Do10aUPoPjflrD9btOR0Ve9RU3wZ6CoJwEOh58Wsuioz+BOwBFgGjZVl2/s7Lauw9U7PZtNxg4tU/97icUa8gCLx3R1PSo/14Yk4WGTkX2Hgkjz+3n+JkQbm9w6sz2jcIokGwF+pqiZUoinRPCrbeiSdNAp3uymM6nfm4DfDRmvur8kr0PDHHdv5jbqBFLXImWpVryZl0Tgzm6V5JzN9xmi8d3MRXpRBJCPXGW2u5oualsW2lrdJo4o+smj12FQaJD5ccsMo5o/x1tX4vOqD277kSNkmqZFleKctyv4v/zpNlubssywkXP+df9v8mybLcQJblhrIsL7RFbLZmW7blUfSSSqPNzDltySVLgwBPNXd8sZ77vt3M87/uoNv7K3nxt10Ovfq8WkRRYPbDbbivXSzBXhoCvdS0iPGnpNLI19bUdBo+HKZNg5gY85ZfTIz56+HDrXfOajSJ8GXiLY1ZdeA8n6+ynS7PjU6Enwd3t425Qs7kEl3rcGvHEXikc31ublqPdxbtY1UtW0uOxF1tYmpo2YkCjGgTY9M48kr0FrsDAA5bqXH+2T5JtX7vyZsSrXJOR8Nxu/9clGDv2hsGvbW2a/i1JYFeGnQqxUXBQomSShOVRolfMk9YXEk5Izq1kuf7NmLLiz3Y9mJP5j7Sln5N6/Huon2stuaNYPhwyM4291BlZ9s0obrEXa2juaVZOB8s3l/n2wpuamdC30Z8PCSNzonBNI/xZ1irKCoMEq/9tcclFiuXuFTxbhjqzdiZGQ6v+Te+ZyJ9mtRDrRTx1ipRiAKSbHYmsCWBXupaZQ3iQ6wz7BHqo+XLu5pfUbUXBVAqBI7nu87uxD/hTqpszOhu8TUmQEQBOiUEsfFonkuOnh7PL7O43VeuN/H9+mzbB2QDBEHg3TuakhjqzdhZmQ5/I7geBEHgrdtTiA30ZOysTJesuDoigiDQs3Eo39/fil8ebcebtzdlXPcEft52glmbbWOuayt0aiXTRrRAEARG/rCNkgoDh86VkJ1b6nAJpEohMnlwKmuf7co397Zk/XNd6Z4UwruL9rPrpO38QTVKBY90amDxfvNET+tVjXo1CePAG31YMK4Dix7ryNYXexLqreWR6du4cAP0XrqTKhvTv1k4j/VIQKdW4KlWIAogybDywHnGzcqk9ZvL+HTFIXuHWaeU6o0oqksOX/qeNXWc7MylGwHAwz9us6m6sq3x0ij5dHg6heUGnpiTZTW/MTf/zGPdE+icGMwr83aTdbzA3uHUKdGBOj4ZlsbBc8W0eGMp/T5eQ58pa+j2wSr2W+hVtTch3lpaxgYQ6uPBe3c2w99TxbhZmTa95o3tHs8zvRsS7KVBFCDUR4Mkm6dIrU3jcF+S6vkQ4Knms+HpnC+u5LEb4NrgTqrswCOdG5BxcVIk5mLznsEkU1xhpNIo8cnyQ07RO3C1JIR412jiBvOKSa0UGfzlBiYvOeCSE2TRgTqmDk1zigmm66VRPR9e7Z/MmoO5LrcwcBYUosCUIamE+GgYNX0beS5WNUwO90UhClQYpSp/u6O5pQyZtoEKg+PONQV4qpk8OJWjeaW8Mm+3zc4rCAL3tY9jy4s9OPLWzWx8vjs9G4fy7qL97D5lu6pZsyg/XumfzOoD55my7KDNzmsP3EmVndCqFMjAmaKaF71yg4nv1h21fVBWQiEKfDgoFa1KRHmxYnWpQrf7VBGbjubzxarD9PxwFWcKXc/Kp1NiMM/0Nk8w3f/dFrp/sJKu769kytKDLmc6OrhlFLelRTB56QHWH7oxvb/sjZ9OzRd3NSe3VM+42ZkuVRn4PfOkxZuW3iixZM9Zm8fzX2jXIIjRXeKZu+0Ef9hJQkcQBN4Z2BQ/nYrHZmfZ9PoztFUUdzaP5ONlB1m217Gfq+vBnVTZkcJyQ63bYhdczDeva1IICx/rxL3tYumdHIbu4j7/pct9pVGioFzPR0utM+prb0Z2jCPIS82K/ec5fL6Uo7mlfLbyEIO/3OBSNz1BEHjj1iY0CPZi3OwszhW7XpLsDDSJ8OWNAU1YdyiPDxabe3nm7zhtGz9KK3KmqIJKU833i94kOYU+12M9EkiP9uPF33ZxLK/MLjEEeKr5cFAqh86VMGnBHpudVxAEXr+1CcnhPjwxJ4sf1mfz7C87eHfRPpfqOXUnVXYkJcK3ynLictQKgd5NwuwQkXWJC/LkxX6NeemWxhgtPG6TBMv3nbNDZNYn41hBjV6KSqPE4fMlrNzvWo/ZU6Pks+HplFYaeWyW6/dQOCqDWkYxMD2Cz1Ye5vbP1/PsLzvoM2UND/+4FYMlB2AnoFVsADoLMhKyLLPjRAF/ZJ10aGNplUJkypA0AG77bB2NJi4k8cWFPPzjVk4X2m46rkNCECM71Wf6xmM2rfBpVQo+HpJGqd7Ey3/uZs6W40xbfYReH63m712uIRDtTqrsiFal4JX+yXiozA3rl5Bkc0O7q+KpUdbqouLr4ZqyEpnHCiyKNZbqTWytRbvMmUkM9eb1W5uw4UgeU1y0+ugMlFSaEDBvj5VUmns2Vx04z2dO2vPWNSmEhmHeNXSgjBL8kXWK53/dSfcPVjl0L1mkvwe+OhV5pXrKDVLV1mX/T9bZdJjlyZsSaVzPh/E/ZXHH5+vp9O4Kxs/JIjvXulWjjUfzUAhClYaWUZKpMEg8OXeHQyfEV4s7qbIzg1pEMXtkGwakRtAhPoj728cC8Oqfu122qdnXQ0WH+CBU1UylFaLA/R3i7BSVdQn11Vps1vdQKQj397BDRNbnjuaR3Nk8kqkrDllXq8uNRSqNJpbvO0v1q0iFQWLGpmN2iel6UYgCsx5qw+M9EmkY6l2jalWmN3GmsIK3Fu6zU4T/zsYj+TWGciTZPAk9z4a6fRqlglua1aO4wsjWnAscyy/j96yT3Dx1jVW3iedlnUJfS6U061iB1c5rK9xJlQPQLMqPyYNTmf5ga166JZlneyfx9+6zfGtNNW478+HgZqRE+KJVmQXyRAFMkkyAzjUrVTc1DkWtEKneQVdhMPHe3/u4++tNNtWwsRWvDWhCYog3j8/JcskhBEfGYJJrVdQud+BJuX9Dq1LwSOcGzBvbnkpjzZuzUZL5e/cZO0R2dRw6V2xxS7xMb2L3qSKbxWGS5BrWP5Js1g/8YLH1qsvVdbMuIcsy2lq+50y4kyoH5MGOcfRsHMpbC/e6nNbMJfx0an4d1Z4/x3Tgk2HprH6mK00ifHjml50u5Qt4Ca1KwdxH2pEQ6oVGKXKpSCcDReVGVh/M5c4vNrhcYuWhVvDp8HQqDCbGzcrE6KS9PM6Il0ZpUTlbABJCvPhl2wmnFmoVEGosUi4h1iYl7gDUD/aqmoK+HA+VSFKYt83iOFNUQaWh5vtRkmFLdr6Fn6gbhrWOttgX56VRkmJNA3ob4U6qHBBBEHj/jmaE+mgZPSPDJVXWL5EQ6k3nxGAi/XV8MjQdkyQzblam0zbS/hPxIV4sfqIzS57oZHG1VmEw8cHi/XaIzLrEh3jx1u0pbM7O5wMrGbm6scw7A5viqVagvpjFC5gT+d2nCpn4xy7av72cGRtz7BrjtaJWinRMCEJR7S4mCNC/aRjZuaWcLXK86mjb+oFE+HugspBYmSSJb9cdtZo33+X4eqgw1VLKDPkHO7XrpWfjUAa3jEKjFNGpFaiV5r+DTqOgzVvLuO3Tdaxw4oEld1LloPjqVHw6LJ1zxRU8NXe7y/ZXXU5skCdv3p7CtpwLVnNRdwRUStHi9KMM7HSxStUlBqRGMLRVNJ+vPEy391fS8MWFtH97ObM2HbshXtv2olmUH0vGd+bBjvXp2jC4yguu0ihTpjd7cL4+f4/TSi28M7Ap9Xw98NSYE0e1wtwA/UvmKfpMWUPHd1cw4JO1DlX9FkWBnx5uS9+UeqgU5mqbj1ZJuUFi0oJ9vLVwHzdPWcObC/ZaNQ4vjZKbU+qhUdY0f+7eKIRv1x1l+b6zdV5dFgSBl29JZskTnXmlfzLP9U5CFOBobhnniivJPF7AqBkZ/LTFOfv+3EmVA9Msyo8JfRuxdO85Rs3IYODn6xn05QZ+zTiB5KJj6v2bhVfdfF1JVf5y/HVqanQPXyTczzWb1gFuTw9HAI7kllJplDhZUM5rf+3hs5WH7R2aSxPu58EzvZPok1LPYs+K0STbTYzyegnx0bLyqS58PCSNZ3on8e4dTVEI5v6kcoMJvVFi18kihny5waGumX46NVOGpnHgjT7sfrVXVWW+0mieBqwwSvy4IYeNVjYof+v2FG5KDkWjFKsSU0mGT1cc5u2F+xg7K5Mu76+0SsUvOlDHoBZRrDucR/Wnptxg4s0F+5xSjsWdVDk4d7eJIdBTzcJdZ9iWc4HNR/N58bddjJudae/QrMbLtzSmYag34+dkOWT5/nrRqhQMbhmFh6rmCnFst3g7RWV9Pl1+uEYuWW4w8emKQy4xSu3oVBoli7p4Jkl26sZ1pUKke6NQHuxYnwNnS6jeTmWSZfJL9Ww8at0E5VoQBIG1h3JRiDVvxRUGE79sO2HV82tVCqYOTWfj8935fVR77mobgyiYm/0rjRKllSZOF5Tz1NztVouhtom/CqOJ804g6Fodd1Ll4Gw4kl9Du6TMYGLZ3nMu19R8Ca1KwafD0yjTm3h8dha7TxUyb/spm3pVWZuJ/RoztFU0WpVo7i1QiUgyHDrnOsrC1dl7pvbJpnMW7Jrc1C1dGwZbnAZUK0V6JdezfUBW4PiFciwMBAI47ALNnOhabgewpG1nDfw91SSEevNH5qkaVSOTDBsO51nN0qaer9bicVl2Tt1Cd1Ll4Kw7lEu5hQkNoyRZvTRsT+JDvJnYrxEbjuQx4JN1PP/rDu74fAN3frHepi7v1kKpEHnplmS2v3wTa57tyo5XenFzSj3eX7yfbTnWm7yxJ3GBnhaPS7JMkJf1GmPdmIn01zGuewJalXiF2LCnWkFyuO2mzqxJh/hAi5NlRkkmNcrfDhH9O+3jgywmTxqlyIBU24pA/9N2m6UqZ10wpltCjao9wC1N6+Fh4bl0dNxJlYMT5K2p0UgIoFaIBHiq7RCR7Th4triqFF1aae6R2H6ikNf+tJ1flbXRKBWEeGtRKkTeGphChJ8HY2dmcqHU9SY+H+uRWEMJG+CWZuFOefF0RkZ3jefnR9pxb7s4RrSJYXzPRPLLDLy90DWmTgekRhDirakhtJsa5UdckOWk3t54a1W8O7ApGqVYJYgsYBY6TYvys2ksfVLqWZxKTInwxVOjtMo5ezcJY0LfRnhrlXioFKgUAqIAuaV6h+qDu1rcSZWDMyA13KLmiizLhPt5OO3UztUwd9vJGqVovVHi96yTLjkx5qNV8cmwNM6XVPL0z6438dm2QSAfD0kj0t8DUQAPtXnrc8+pIiqcuKfH2WgS4ctLtzTm9VubMK57Ag90iOO79dnM3+H83mtalYI/xnTgwQ5xxATqSAr1ItxPy8GzJQ5t7t0/NYJlT3ZmfM9ERndpwJu3paA3Sjzzyw6bXgee7tWQen4eVdW+S3pafZtad3t4RNtYMib2ZPETnch66SZeviWZlfvP89XaI//+ww6GdVJPN3VGkJeGb+5tyegZGVSaTEiSTLnBPB3ywHdbMMkycUFefHVPCyJcbHKstuZlvUlClqnRkOoKNI00T3y++ucevl57lAc71rd3SHXKTclh9GwcSqVRQq0QWbH/HA98v5XX/trDm7el2Du8G5JneyexLecCz/6yg8bhPg5b0blafD1UPNM7iWd6JwFmBfObP17LMz/v4Nt7WyI46IUj0l/Ho13+f1ClVG/kjfl7+WZdNg/YyL4rwFPNkvGdWLjzDDtOFBId4MHvWaeYsvQgPRuFEmvF14ZKIRIVoAPg7rYxbDySxzuL9tM8xp/mMQFWO29d465UOQFtGwSy5cUezHywDW8PbIrq4thrqd5EhUHiwJli7vpqk8tVNto3CLKYOIV6a/h42UFy8lyzqfvedrH0bBzKO4v2uaSiviAIaFUKRFGge6NQHuncgJmbjvF7pnOO9Ts7aqXIp8PTUSoERs/IcLmqYXyINxP6NmLl/vNMdyLPwwc6XHTWWLCXzGO2M13XKBXcmhbBS7c05t72cXw6PB2FKDB6pu1eG4Ig8M4dTZ2yHcKdVDkJClGgWZQf6w7l1mgmNMkyZ4sq2H7CdabjAF7pn4yPVoW2Wn/EmaJKPllxiF6TV/OrlUeO7YEgCLx3R1OCvTXc/fUmmr76NwkvLGDQlxtcagLyEk/dlEir2AAm/LaTQ+eK7R3ODUmEnwcfDmrGntNFvOpCPYuXuLttDJ0Sg5k0f49N1MrrgkvOGmG+WsbMzLSbs0aEnwcf3NmM3aeKmDTfuoKkl+OjNQtg55boeXLudqfpr3InVU7GmcKKGn1GYPa6ynNiHy9LxAZ5suKpLozpHk96tF+VXx6Ym9crjBITfttJUYXBfkFaCT+dmsRQb4oqjBSVGzGYZDYfzefOLzZwLK/M3uHVKUqFyNRhaejUCh6dnlFDQsSNbeiWZK4aztp8jClLD/DwD1u5/7vNrNzvvJYhl7i0UPFQKXhiTpbT2GBd6axh2/6qy+nROJQHO8Tx48YcFuy0Xe9dSqQvL9zciOX7zvHV2iOcLCgn49gFShx4AtzdU+VkdG0Ywpbs/BoyC3qjiVQbT4rYggBPNWO6JnD4XCkZFkTiFAqRtQdz6ZviGjo7lzhXVMGGwzUlM/RGiWmrD/OGi/UfhfpomTIkjbu+3sSEX3cyuGUUx/LLaFTPh6aRfvYO74bhqZsS+WXbCSYvPVh1bPm+87SOC2DOw23tGNn1E+qj5a3bU3hkegb3fruZonIjXholI9rG0KdJmMP2Wl1y1nj1zz08/fMOCsvMi8iBzSO4qXEYooVpPWvwTO8ktuRc4Jmfd1BcbuBwbimh3hpirFxBurttDGsOnufNBft47+/9aJUKDJLE6C7xjO2eYNVzXwvupMrJGNQyiu83ZHO6sILKy1TuWsQGEOjCWj9qpVhlBns5Alh0fHd2juSWolaKVzzHYK7Quao/YPv4IB7p1IDPVx1mwc7TKBUisgzNonz57r5WFi1W3NQtR3JLOW+h4r3paD5/ZJ1kQGqEHaKqO7omheDroWTdof9fsGQdL2BLdj4v35Jsx8j+mXvbxfK/1Uf4+bJ2h7WHc+nV+AwfDUmzSQxqpciHg5py0+Q1PP/bTiTZrKU1rrEBn6P5tIqzTjO5IAhVlUWDScZgMlepPlt5mPrBXtxs5cnE/4p7+8/J8NQomTe2A2O7xZMc7kPb+gG0jPVn45E8i5UNV+GO5pEWb6qSJNExIdgOEVmX2EBP9BakoUWgUT0f2wdkIw6dK0YA9Ca5yr8t81gBk13YYNuR+N/q2kfYv12XbbtArMRf20/XeF+VG0zM3HTMoUyXq7PzZCH51Zq1y/Um/t59lu02HGZZtT8XUaCqBeWS9dGYmRlW63m6UKpnw+GagsjlBhNfrHI831B3UuWE+GhVjOmWwPxxHZk1si3f3teK2CBPxs7K5JyDWjFcLy1jA3igQywapYhWJVY1r8cFe9UQ+nMFwny19GgcWqNJHwEMJokJv+5k7cFcl5r41BslVuw/X6MaWWmUmOuCAwmOyD+pZrvCa23l/nMWHSqUosDWbMd1MlhzMNdiH1il0cSag7Yznv814wQGU83XQUmlkQNWGjIpLDegVFjejcgrdbw+Yte7G92AeGmUfHFXc0orjYydlYnRSZow/ytP9UpiyROdeaFvIybdlsLLtzRm96kiJi85wLztp/hhQzYHzrrO9NjkQakMbxODh1qBAOjUCiQZfs04yczNxxj541Yen5PlEjc7MN/Qa3skztJY7Ow89A+6aIIg8L/VR6p6epyRUB+t5XYBAQI9Hbd9wsdDhcqSs4ZSxMeG/ngKC3+7Ir3Zp89abRiR/h6oFTUfuyhAm7hAh5MAcSdVLkJiqDeTbmvCpqP5fODCWyXRgTpGtI1lYPNI7m0XS5eGwXyy4hDPzN3Om/P30v+TtTw91zXUyNVKkYn9GrPn1V6sf75bVbJ86ZGV6U0s2XOW9S6y7atVKWgS4UP1S7MANAn34as1RyiuNP6jP5mb6yOpng8D0y33TWUdL+CDJfvp8v4Kp51AHdo62mLVQ6MQOV9cwYKdpx3SW/TmlHoINd4ZYDBKzNp0jNEzM9hxosDqcQxpFY1HtTaMv44rCPRSERfoaZXrrlIh8tqAZDxUiiv+ApIMv2eepMnLf3P/d1vIdZDpd3dS5ULcnh7JsNbRfL7yMEv3nLV3OFZHlmHXxabtCqNZZb7CIDF/52nm23Ds19oIgsDag7koLazWyvQmFu06Y4eorMO7A5vhrVVWbXsqRHMSuTXnAu8s2sexvDJ6Tl7lVGKAzsYHg1L5+ZG2dEsKxld75SxThUGisNzAK/N22ym666NBsBcfD0nDR6vES2N+nYkC5JcZeOG3nTz983ZaTlrqcDISAZ5qpt3dHG+NOW7dRQ9Nkwx7zxSzYOdpBn25gcW7rXstGNQiis6JwVUefRqFwOkygdJKE/EvLKTxS3/z8rxddV496p8awfQHW9MzOZTEUK8qeR0J8/DO6gPnGTJto0Mspt1JlYvxUr/GNInw4Yk5WTw1N4t+U9cwdlZGVfLhSuw6VUi5vuabt0xvYpYTKSdfDZpqq7RLiAIWTYqdlYZh3qx6uitP9ExkYHoEyfXMlSvz1I+MJMsczytz2pu6s9AiNoCv7m5JsYWqjSTDmkO26+Opa25KDmPbxJ5Mf7C1WS384hurzCBRWmmiTG/ijp6P8wAAkcJJREFU0ekZDqd/1zEhmK0Te/DliOakx/hf8T1ZNie8L/y2y6oimQpR4IsRzfnp4bY816cRz/ZpRNMAiQtlBmTMzeOzNx9n7KzMOj938xh/po1owcD0SFTVFphGSeZ0QTkbjti/au86V2M3gHkL5cW+jSiuNPLztpPsOlnE/B2nufOLDaxwsNXX9WIwybVqy+hdrAenW1KIxX4jpSgwsHmkzeOxJv6eah7u3IAPBqWy72zJFY+7SA8GSWahC1XnHBVBAKVo+Rbh7MMhKoVIapQf248XIFtYrggCLNnteNV+jVJB+/ggDp6zrApfXGngtA2GlVIifXmgQxw5eaV0rXfllanSKLH6wHmO51tni/jQuRIqLExGSzJWO+d/wbnfGW4s8uPGYzX2nssNJib8utMhyqN1RdNIX4uNk2qFyMB010o0vDRKvhzRHJ1agefF8r+AuYIV4q21d3hWo/rr9Y8ccz+HJMsu9Vp2RARBoH9qOOpqPUgKAZd5f5XpTRZ79CRZptzBGqAvx0+ntnhcksBbazv5yd2nilCKNf9+aqXI0VzreLOmRvuhU1vWrGtcz9cq5/wvuJMqF2T94VyLVY28Ej15LtSLolKIfDw0DQ+VomrlbBYIlemSZGPtqhkzIDYWRNH8ecaMOj9Fx4RgtrzQg3cGpvD6rSn8+GArKo0S43/KchpfrP9Kt6SQK+yJzlWYn+MuDYMdVgHblXj5lsY0Dvc1J/NqBQpRwCRD+/hAe4dWJ9yUHFaL/p1Ml4aOq3/3cKf6NRrGBaBTYhA+WttNAzaL8rP4PtQbJRqEeFnlnLelReDjoaoxbRgTqKNxuI9FfT9b4k6qXBA/Xe1vKk+1a4nod04MZsVTXXi8ewIPdIjjlf7JCILAsz/vtF2iMWMGjBwJOTnm5oacHPPXVkisPDVK+jUNZ2DzSDrEBzOxX2NW7j/PtDW1izY6M6/2b0Kwt6ZqZdoh1Cy70DjcdQVQHQlvrYrfRrVj5kNteG1AE34a2ZaGod688Ntuh5m2uh5axvrTJyWs6vV16Tbtp1MT5MAOFbelRXBfe7Nun7dWiVIUkMHmrhr3d4iz2OvZNMKXCD8Pq5xTp1Yyb0x7BqSG4+uhItBTRaCnmiO5pSRNXEjSxIXc/PEam0xDWkJw5hJ6ixYt5K1bt1rt969cuZIuXbpY7fdbi5mbcnj9r71XlK8FINBTRWyQF7emhXNniyg0Ste0/fhxYw4Tf9/F832SeLhzA8DKz2VsrDmRqk5MDGRnW+ecF5FlmTEzM1m0+wxzRrahRax1rCLsSYXBxPwdp9l/tphG8nEW5gWwdO9Zfri/NR0Sguwd3g3H/jPF3PLJWjrGB/HVPS2uuWLoKNdXWZZZdyiPP3ecQqMUiQrQ8eaCvQxoFs7kwakOXREtLDNw4FwxYT5aftyYw7TVR/jirnR6N7Gddcuipcv54aiOLdn56FQK1CoFFQYTf47pQGyQp01iuO2ztWQeu3IYS6dW8PfjnYgK0NX5+QRB2CbLcgtL33OtsoUbAIa2iuZobik/bMhBrRQpqTAiA7mlBnJLL7D7VCG/ZZ5izsg2Fsf0nZ27Wkez4XAu7/29n5ZxAaRH+//7D10Px2qZNKzteB0iCAJvDUxh58lCxs7KZMG4jvh7Wu63cFa0KkVVM/7KlWeZ3COV2z9bz5hZGcwb3YHowLq/aLqpnYZh3kzok8Qrf+7hx4053N021t4hXReCINAhIeiKBL3SYOL9xQcQBIEzhRWU6Y0MSI1gWOtoh/Kg9NWpaHlxIfXUTQ3ZdCSPZ37eQZMIXyL9bfO+0CpFZj7Upurr4/ll3PLJWh6Zvo3fRrXHo5b+p7ri0LkS9p6uKfpsMEl8tz6bif0aW/X81XG9O6obBEHghZsbs2lCd968LaWG2F25QWLv6SKW7nW86Za6QBAE3rq9KfX8tIydmWl9Bejo6P92vI7x0ar4dFg6eSV6nnIR4dN/wlOjZNrdzZEkmZE/bnVIsUZX556LwruT5u91KReDS4zuGk9MgI7fMk+y4Uge208U8u7f+7jziw0Oq+6vVopMHZqOLMO4WZl2izMqQMdHg1PZf7aYF3/fZfXrUU5eaQ2JBTBPh+8/Y/vXpjupcmH8dGrK9EaLY9FlehMr9zuv1sy/4euhYurQdM4WVfDML1ZONCZNAl21VaFOZz5uI1IifXnh5kYs23eO4V9tovN7K+g1eTUzNua4pAJ5TKAnU4elc+BsMU//7PqJpKMhCALv3WEWah03K9PhrEKulxMXyjldeKXBcoVB4vD5EoeW84gO1PHm7SlkHCvgo6X2c9bo0jCEx7on8EvGCWZtPm7VcyWGeltsTlcrRZpF2X4a0J1UuTj+OjWiBdkBlUIg2NtxGzHrgtQoP57rk8Tfu8+y7JgVqxnDh8O0aeYeKkEwf542zXzchgxqEYlOrWD94Txy8srYf7aYN+bvZfxPWTaNw1Z0Tgzm2d5JLNh5htf/2sOr83YzdmYGf2SdtPsE0I1AsLeG9+5oxr4zxbyzaJ+9w6lTNh3Nr9XBwNHU1qtzS7NwhrSM4rOVh1l94DyZxy6wJTvf5u+Jcd0S6JwYzCvzdlu1aTwqQEf3RiFXiCALgnlb8h47bE27e6pcnM4Ng1ErBCwphtzZPMrm8diaBzrEsf5wHrP3nWPIyUKaRFhp5TJ8uM2TqOr8ueN0jYpNucFsY3PkfAn1g60z4mxPRnaqz9+7z/DNumxEzLYVy/ad49t1R5k9sq1D9b+4Il2TQri3XSzfrstm3cFczhRVEBmgY3yPRHo0DrV3eNdMoKca0UKDulIUCHUCXbiXb0lm3aFc7v12s9mKRzTb8UwZkkbXpBCbxCCKAh8NTqXf1LU8Oj2DaXc3Z8+pInw9VHRuGFyng1JThqQxddlBpm86RrneRNv6gbzYrxEhPrZ/rtyVKhdHo1Qw86E2hPtq8byoNSMKZo0nhQVjUVdDEATev7MZ3mqBMTMzKHHh/pv1h3IpN9RcjSpEgcxjBbYPyAZUGs39gWBOqMBcTdh/ppift1l328GNme5JIQjAgXMlFFUY2XOqiLGzMvk986S9Q7tmOiQEob0osHs5ggBDWjnHYjS/VI8km+13SiqNFFUYGTVjG6cKyv/9h+sIf081nw1P43RhOf2mruWlP3Yx/qfttJ60rE6t01QKkfE3NSRjYk/2vt6bb+5rabdFpDupugFoVM+Hdc91Y/bItnx/fyv+frwToiAwblYmRgdtuqxLAjzVPNJMw7H8Ml74zbVU5S8nKkCHykKiLAgQ5uv4q+trIfNYAQoLPYPlBok/t7uOqbYj88GSAzXEhssNJiYt2Ou07zWVQmT2yDZEBej+X/j0om2PpQqWo7F071ksCUiZJPjNxslufpnBrKMlm9+XJZVGCsoN3PftFpfs93QnVTcIgiCQEulLi9gAEkK9mXRbE7blXGCyHZsZbUnDAAVP9Ejkj6xTzN16wt7hWIUhraItDiVUGkyMnpnBPd9sZvcp1zLW1qkVtd64vTTu7gZbUNv034VSPWUWDM+dhfgQb1Y93YVfR7VjxkNtWDK+M0pR4LHZ9pusu1oKyvQYTTXfF3qTRJ6NRVtnbTqG3kIsZQYjWccv2DQWW+BOqm5QBqRGMLiFuZlx7cFce4djE0Z1jad9fCAvzdvFQRccA4/w8+Cbe1sS5qPFQ6WoenMbJSgoM7DqwHnu+HwDe04V2TXOuiQlwhdfCw4CGqVI14YhXHAhWyZHJayWvhVJlrnrq038tOW401YkBEEgKcyH1Cg/6gd7OcRk3dXQtkGgRaVzD5VIxwTb2u/U5qEoIlBhoV3B2XEnVTcwr/RPJj7Yi8fnZHG+2PktJ/4NhSgweXAqXholo2dmUO7Eq+jaaNsgkA3Pd+PPMe3RWajUVBhMvL94vx0isw6iKPDdfa0I8lLjqVGgU5svaZVGiTcX7qH1m8sYMzPD5Ub+HYnHeyTU8KEDs5F75vECXp63m0enb3ParcDLuXyybt0hx12Mxod4MyAtoobxsI+HijNF5Xy77qjVDI+r079ZuMXXh8Ek4a9Tudx7051U3cB4qBV8Miyd4gqDS5vyXk6It5bJg1M5eK6EV//cbe9wrIIgCHholBarAzLYzRPLWiSGerPx+e58Prw5g1tGVxmtlukl9CaJJXvO8twvO+0cpevSPzWCCX2T8PNQWezpKzeYWHMwl6zjBbYPzgq8fEsyDS4uRh3Z//Dt21N4/85mdEwIonVcAI3reXO2qJJX5u3h7YX76P3Rat5euNfqcdyaFkGzSN+qBO+Swk+lUeLOLzaQ9toSpi476BJJN7iTqhuehmHevNI/mTUHcxn21Ua6vr+SvlNWM3NTjssmWR0Tgnm0cwNmbznOH1nOO6H0TwTo1LVepGxlX2FLlAqRTonBbDmaj7Ha67bSKLFg12mXnvy0NyPaxrJtYs9adYEMJolNR/NtG5SVMC9G0ygsN/DU3O0Oe50UBIG+KfX48YHWfHtfy6rKVKVRqvr4fn0Om638vKgUIjMeasPkwakMahFJcrgPAuYFXqneRLnBxGcrDzN3q2tM67qTKjfcmhqOp0bBxiP5HM0tZc/pYl7/ay9Pzt1u79CsxvieibSI8WfCrzvJtlEZ3JZ4qBXc2SLqCkE8AIUgMLZbAztFZX3O1bKNrRAECsrc/VXWRCEKRAfqarzmwKxuHehCnpRJYT5MvLkRK/ef55t1R+0dzr+y5mCuxSnZCoOJXzKsP7ijEAV6JYfx5m0pHDpXanFa9NOVh60ehy1wJ1Vu+GvH6RqrrXKDiQU7T3PkfImdorIuSoXIx0PTUClFxszKoNLoWvv6AC/d0pghLaPRqkQ0ShGtSsQkyxSUuW7FplVcABYMBNCoROr5etg+oBuMW5qGW5QckCSZPin17BCR9birTQy9kkN5Z9E+h99SlyS5RiID5mqRLWV1yg2mWicnHXkr9b/gTqrcsP5w3g0nGgkQ7ufBe3c0Y9fJIt5a4Fo2G2Auu7/SP5msl25izbNd2fFyL1rHBfDSH7tcsjoH8ORNDdGplTUSqyEto1BYyrbc1Cn+nmq+v78VwV4aPNUKdCoRlUJAknG515wgCLwzsCnBXhrGzsqkuMLKxu3XQfuEIEwWkhmNUqR/aoTN4vDSKGu1R2sW6WezOKyJO6lyQ6S/R62ikcHeGpdpILREz8ah3N8+ju/WZ/P3bsc1Sr0etCoFId5a1EqRyYNTUSpEp9DauRbigjyZP64Dt6dHEhOgo3VcAJH+HszdeoIzhRX2Du+GoGVsAJsmdGfOw235+dH2rH+uG0Feakb+sNVlqhGX8NOpmTI0jeP5Zbz4+y6HvVb6aFW8PbAp2otJLpi1QRWiQEq4j83iEASBV/onW9wifqhjfZvFYU3cSZWbWkUjK/Qm7v5mM40mLuLF33a6pAQBwLN9GpIS4cvTc7dz4kKZvcOxKuF+Hrx9ewrbTxQyeYlja+1cKzGBnrx/ZzNWPdOVOQ+35bv7WlFuMDFmZoZLJpKOiCgKNInwpXG4D8HeWr4c0YK8Uj2jZ7jec9AyNoDHLwoL/7zNcYWFb02LYMkTnXm8RyKjujTg7YEpGE0yT9q42b5Xchjf39eK9vGBRPp70DE+EJ1awZRlB13CCN2dVLkhws+Dr+9tQaiPBg+Vomolc0kEt8IoMXfbCR6Zvs2OUVoPjdI8zSPJMG6Wa1ZwLqdPSj2Gtori81WHWX/YcbV26or4EC/eHtiUrTkXeHeR623zOgMpkb68PTCFTUfzmTTf+mP8tmZ013ja1A/gpT92c9iB+1CjAnSM7hrPM72TGNwymon9GrFi/3k+X2XbJvHW9QOZ8WAb1j7bjR8fbMN7dzQj63gBby5w/teGO6lyA0C7BkFseK4788d14I70SJTVXhmVRolNR/JctnE9JtCTty6qJX/oohWcy5nYrzFxQZ6Mn7Od4/mlbDicx6Fzrqcyf4n+zcK5p20M/1tzlEW73J6A9uC2tMiqrXZXGZ+/hEIU+GhwGlqVyNiZmU4z+HJXmxhuaRbOB4v3s+Fwnt3iuLlpPe5rH8t367P5a8cpu8VRF7iTKjdViKJA/WAvcvLLsFSFVSlFm6nw2oNbmoUztFU0n688zKoD5+0djlXRqZV8PCSNc8UVdH5vJQ99v4Vbpq6j38drOFfsmr1HE25uRLNIX56eu8PlmqadhQl9k2hbP5AXft/FkULnSDyuljBfLe/f2Yw9p51n8EUQBN66PYXYIE/GzsrkXJH93vvP92lEWrQfz/68w6Grff+GO6lyU4PUKD+Ljet6o0RCiLcdIrIdL9/SmIah3oyfk8VZO15gbMH5kkpEwTyZVXJRhG/vmSJG/uC627yfDk9HFAUenZFBxrF8Zm46xor952w6Vn4jo1SIfDIsjWAvDVMzK/l67RHGzszgzfl7XSLR7d4otKrismTPWXuHc1V4aZR8cVdzSiuNjJ2Vabf3glop8umwdDQqBY9O30aZ3jmlX9xJlZsa3NMuFq1KUcOQs1E9b6IDXU+N+3K0KgWfDk+jTG/i8dlZTmsEezV8veZoDfVxkwT7zhRxLM81G/Yj/XW8f2dT9p4u4s7PN/LaX7sZMyODju+ucPkhBUch0EvDlCGpFFdKTJq/lz93nOabdUfpPWU1y/c5RyLyTzzXJ4nkcB+e/nk7pwvL7R3OVZEY6s2k25qw6Wg+d329iW7vr6TbByv5fOUhm25lhvt58NHgVA6eLaHX5NUkvbiQpIkLeXx2JnlOMjnqTqrc1CDUR8tvo9rRMSEItULEV6skxFvDoXOlLr39d4n4EG9eG5DMhiN5fLL8kL3DsRp5pZYvUkpR5IILq4/n5JWhFMEky1QYJEr1Js4WVTB2Vqa9Q7th2Hg0j16RMpdyeqNkfi6e/Gm701cNNUoFU4emoTdKTrUwuzU1giAvNRuP5HMkt5Qj50uZsuwgd321yaZSEW0bBOLroeL4hXIqjBIVBom/dpzm9s/XO8UQkTupcmOR+BBvfnigNQcm9WH7K734bXR7VAqBR6dvc1lphcu5o3kkt6VFMGXZATYesV8DpzXplhSCuvpEAiBJEg3DXHebd+amYzV6BiUZdp8s4nwtNjdu6pa/tp8mya/mDVJvkth/1vkHJuoHe/H6AHPlx1kWZusO51JazR+zwiCx+1QR623YxL5s7zn01apjRkkmt7iSZXsdv5LpTqrcXBURfh58NCSN/WeLeeH3nQ4rcldXCILA67c2ITbQk8ecqPT8X3iwQ30CPdVoqiVWzaL8efKn7Tw6fRtL9px1uee6shYtHEHAKVbCroCnWmnxuN4ouUxiO/CyhdmmI3kUlhk4V1ThsO+nrGMFVFhw1qgwmMg8dsFmcRw8W2zR4aNMb+LAWcdvYHcnVW6ums6JwYzrlsCvGSeZtdm1RqIt4aVRMnVYGhfKDDYXyLMF/p5qFj3WiTHd4kmL9qN3ciiBnmo2HMlj/s7TLNx1hsdmZ/LkT65lrN2vaT3UFgYxZFnmyZ+yWLTrjMPe+FyFu9vFWPQINJpkHvlxG8/8vMMlnoPXb21ChJ8HI77eTPM3FtPx3RV0eX8l23Ly7R1aDUJ9tHioFTWOa1UKQn20NosjLtgTnYU4dGoFDYK9bBbHteJOqv4BWYbfM0/yyfKDrD5w3uVuqtfCuO4JdEwI4pV5u9l5otDe4Vid5HDfKjf6x+dkcffXm7jv280uc+P11akY2y2B30a1Z2z3BEoqr/QvK9ObWLjrDNuPF9gnQCswuls8kQG6GhduvUlmw5F8npiTxdsLnWMk3lnp3ywcf525Snp5aiVjFhv+a8cp5m13br0iAE+1AlmW0ZskjJK5SpqTV8aIrzdzqsCxmtj7Nq2H0oI/ZqXBxPfrs/li5SFKKq0/kXdT4zB8dSoU1bITnUZB96QQq5//enEnVbVwNLeUfWeKeeG3nXy45ACPTt/GbZ+tc9oxz7pCIQpMGZJGkJeaR2dsIyevlCV7zrLxSJ7TNGT+V4a3jibYW8O87adYfTCXFfvPM/6nLJ77Zae9Q6tT1hzMxdLuV6XR5FK6XT5aFQsf68ik25rQKjaA6kWrcoOJ79Zn21Wzx9URBIFwPy1fjmhuUb6lTG9i1uZjdoisbtmSfYELZTWNlo0myeEen5dGyZyH21I/2BOtUqx6X5hk2HWqiMlLD9L/k7VWvweqlSK/j2pPt6RQFKKAKIAoQHGFkaSXFtHs1cV8tvKQwxY53ElVLTw2OxOjZJ4MkmQo1ZvYd6bYaZoOrUmAp5pPh6dzqqCcru+v5PHZmTzw/RbavrWM/Wecv8m0OhuP5lNSUbOC88f2k+w7U2SnqOoeL42S/2vvvsOjqrYGDv/2mZreE9IIgUAgBEhC7x0FEcFCtV9FUVHsvXevDcVeroWqWLAC0gTpkNBr6D20QPq08/0xCWIy4RPIZGZO9vs8PpoJyApnyjp7r72W3sUHnEGnEGR2XQPjq0x6HUMyEwjxN5wZx3Q2g05h1Z7aqyOpq8L8jRhcHJYAXNbV+JrqVqMsdpWdXniSullsMPPu78H3d3RCV2nVqszm4GB+CdNqofQjOtjMJ9e3YfsL/Zl0S3sUIc7Ue50qsfLu3FzemL3V7XFcCJlUuXCyyMLmQ1U/LMtsDn7IOeCBiLyP3aGiK28cWWSxU1RmJ6+gjOs/W+61dxAXatG2Yy7f4O12ld/WaWfkyYAWsYgq3cnAoapc1jLWAxG5X71gc5WVKgAVlYgAY+0HVMc0jwvG4GKYu0mvMCQjzgMR1az0+BCXK/hmvUKH5HAPRPTvHCkow2SoWtdUanUwd0tercWhKILxc7ZX6adXYrXz+eLdlFq97yS6TKpcOFdKoK104cJNXLYXq4s3i0KLTXN3+KH+hion5ACsDpX3F+xg6EdLOVnk+32dwgOMfHhdawJMOgJNegKMOoRwrupYXS3naMB1HZNctpUINOpp28B7P/S0Qq9TGD8i8x+D3EX5P4Mz4z0aW01IiQ6kd7MYzIZ/PseEgCFe/POF+xtdJoMCiAoy1WosO86xonfMC09ly6TKhfAAo8s+PTpFcKUXvxBq06kS10mEQFQpdvZ1gzPjcXFQCXD2T8nZe5LbJmpjtEv3JlGsfqIvE0ZmMmFUFr/d3RWAOyZl+8yQ2PPRJCaI169pRZBZT6BJj0mvoAiIDDRh18BBBF/QvUkUc+7vzl09U7i2fX3G9mpMqc3B23O2ezq0GjF+eAYP9EslKcKfmGATGYmhlFgd/OzFq9wtE0KIDjJRuW5dpwhu7NSgVmNpHO36xJ8QtZ/g/RsyqarG28My0SvizAkhnQCHQ6Vr40gPR+Yd+qfH4udiebjEYmPTwdNsOqidWqOYYDMfXNuaIJMenYvsympXWbsvnwNedprnQpkNOnqkRtMzNZpmscG8fk1L1u7L54VfNns6NLe4rGUcq5/oy8Rb2vPr3V0YPzyDjYdO89Yf2zwdWp0RH+rHPX2a8MKQFtzXrwk3dnLOz1uogQMSep3CLV0b8ueDPVn+WB++H9PpzAlqV2Um3kAIwcRb2tMoKhA/g44Aow6dIrA7VApKa/ew1v39UvEzVE1VBqTHYtJX/QzyNJlUVSMlOpDUesE8d0U64/o0ZvzwTOJC/Xhw+jpOuTjNUddckRlHar1A/F0kVuPnbueqDxZz77Q1mqmv6pkazaon+xAX6rpfi0GnaLJBKMCl6bHc1q0hXy/bww85+z0djlsY9QoZiaGkRAdxeat4hrVJ5IM/d7A495inQ6uTHunflMbRgTzw7VpNbK2fTVEEbw7NINjPwJ2Ts6t0MfcWCWH+zL63GzPu6syXN7dj5eO9SYkO5J6pORw+VXsnY1snhfHZjW1Jiw1GrwiiAo1EBZmYs/mIV84olUnVOSjCOa5kXJ8mDGwVx4SRmRw+VcqD09dqokfRxTDpdXxzWyeeG5xO76bRZ5op2lXnyk2J1cGsjYf5Zb33LnGfL5NeR//0WJdHwB2qSpMY7Y52efCSVNonh/Po9+u99u66Jj09KI2GkQGMm7bGK+s2tM5s0PHWsAxOFlt47AftTXCICnIOld59rIgnf9zgtT+fEIImMUG0aRBOeICJD65tTYnVzp2Ts2t1+kCnRpH8dk9Xcl8awMon+jL99o6owK1frfK6pFQmVechs34Yj/RvyuxNR/jf4t2eDsfjjHqFq1sncFevFJfHoostdr5Z6V29WC7Wrd0aEuJnqJJYdUmJ5PVZW3lvfq7PTKY/H3qdwrsjMwk2Gxgz0dmfbOaGwyzdoc3+ZP5GPRNGZnGqxMoDGuym7wvS40O4r28qv284zHfZ2jt13alRJHf3bsz3OQf4drVvrACnRAfy6lUtWb3npEcb5CZFBDBhZCbb8wq47xvv2hGRSdV5+k+XZPo0i+Hl3zezRkNdpi+GQ1VdHsUHqhyF9XVRQSZ+v6cbN3dOJjUmiM6NIjDqFf7YdIRP/9rF+Dnb6fn6Ap8Y/Hm+ooPMvDcqi70niunx+gLu/2YNt37l7E+2TQNDcCtrFhvME+Xd9D9fvMvT4dRJo7s1pF2DcJ75aSP7TnjfVs/FGturMZ0aRfDUjA0+8xq6vFUcN3ZqwGd/7eI3D+5EdG0cxeOXpTFr4xHe9aL+kTKpOk9CCF6/piXRQWbumpwt66uAlgmhVRrFARh1CldlJdRuMJMmQYMGoCjOf0+aVON/RFSQiUcHNGPWvd24uk0Cgr9bbVjsDkqtDu6ZukaTp+Uq+pOp5f3JCsv7k93w+QqvulusKdd1SKJfWgyvztzCm39sZezkbF7+bTO7vbBxoxbpFMEbQ1sBcNfkbD5YkMvzv2xi7uYjmlgh1SmCt4dnEGjSM2biaiYu3cNzP29k2sq9Xj2947EBzchIDOWh6es4XOS5Jq03d27AVVkJvDVnG7M2HsZic3DoVAmWaoam1wZttUmuJaH+RiaMzOSaD5dyzUdLKLXasdhVBqTX457eTQjxN3g6xFpl0ClMGJnJ6K9W41BVymwOhHCuYLWvzQZ3kybB6NFQXH5Hu2eP82uAePe0wvg++wBl1byAV+85SadG2jotOnHZHpf9yU6XWMnZl0/rpDAPROU+QgievjyNeVvyeHduLipgUARfLd3D+9dm0TPV+2eR+brEcH+u61ifDxbsZMPB09gdKlNW7KV5XDATb2nvlSfAzkd0kJknB6Zxz9Q1PP3zRuwOFX+jjtdnb2PGnZ2JC/XzdIhVGPUK743KYuA7ixifXcq3e5dw5HQpbRuEc0/vxjSIDKiVOIQQvDgknR1HC7lrcrbzdLYARQhu796Isb1SENX1w3ETuVJ1gTLrh5EcGcC2I4XsPVHC4VOlfL1sD4Pe+8sru7y6W9fGUfz5UA8e6NeEMd0b8frVrfAz6Lh76prau2t4/PG/E6oKxcXOx93EUHnq57/8nq86VeJ6ZVYIUSvDVj3hu+wDCPH3aqTVoVJitXPftLWaWC3xdnaHytTy0SgVf9/FFjsbDpxmqpfNz7tQv5T3rDr75zteWMaTMzZ4Mqxzig/1Y0hmPIeKHKzec5L9J0v4ac1BBr77F7tqcSXXbNDRvUkkVrtKqc25U1BssfPBgh0eqX3W3rt+Ldl86DT7TvzziWO1qxwtKNPEdPULER1k5tZujXi4f1Ouap3Aa1e3ZM2+/NoraNxbzRtsdY/XgGFtE8/0MjubQSfIqq+tVRuAy1q47k9msTkTKi0OIf513SGXHeUtNrvP1MH4ss2HTru8MSux2vleIwXs812MfnGo8OfWo157MtBqdzB99X46Rv8dn11VKbbYar3H28RlVd/jS6x23l9Q+7VWMqm6QOv257tcViy22Fm5+4QHIvI+/VvEclPnBny+eBe/10ZBY/365/d4DeiXFsPgzHjMBgWTXsFcfgqydVKYyzozXzckK54mMYFVEiubw1nz0vW1+dwzNadWj1u7m6ukGZwfINV9T6o5ep2odjxYYZmNxbnHsPn486269wpFEbW+ffVvHcovxepQ6RD9z797h0qtfwaeqKaX2XEP9DiTSdUFigv1Q3FZnC1ICvf3QETe6dH+fxc0ur2498UXwb/S372/v/NxNxFC8NKQFvwytguP9m/KK1e15JauyczZnKfJFUuTXsc3t3fkhcHp9G0WQ7N6geX1c1BQaqPM5uxP9vos75wgfyFu6NTA5eqcTgjembudtfIUsFulxgQR5u96uPX+kyWM/noVHV6e69NTHC5rUbX/nSKgdf1Q/tp+zCtvUkIDDNgdapVRNuAc9bbjaGGtHV5pGOW6hislyvWIG3eSSdUF6tQokjB/o8s7jKFtEz0QkXeqKGjU6QR3TMp2b73ZqFHw8ceQlOQcDJWU5Px61Cj3/ZnlUqKDuLFzMoMz43n40qZk1Q/lse/Xs+e49k6JmfQ6rmqdwCc3tOHAqVIq706UWh1MWq6NWheAKzLiuDIrHpNe+cfKVJHFzg85Bxj+8TK+WbXPgxFqmxCCT65vQ4ifgQCj7h/JR5nNQVGZnWOFFq7/fLnP1rg9fXlzGkYGEmDUYdSJMzcqa/blc/vE1bR5YQ6rvGwHJNhsoH96PRQXK2lbDp1m4Dt/0eHlufy13f1TCZ66vHmVodVmg8KTA9Pc/mdXJpOqC6RTBN/e3pHW9UMx6ARGnSi/qIKTRbLNwtniQ/14c2grNh06zV2Ts7l7Sg7Xf7acqSv21nzbgVGjYPducDic/66FhKoyg07hnRGZKALGTsnx6PFedysqdX39ispsXlsLcr6cJ4xaMOe+7vRpFo3+rM8Qh+qs3Xjmp42UWOreAZXakhYXzPLHevPKVS1Jiw12+WtKrXZW7PKuxOPfCvE38Ps9Xfnwutbc1r0RFXljidVBYZmNUyVWbvzfSq97jr16VUuCzXqMeoWAs2447OWvi7yCMm79apXbe4x1bxLFlze1o11yOOEBRtonh/PlTe3o1iTKrX+uKzKpugixIX58c3snVjzWh0UP92Lhgz0J9jNw1+Rsr3vye1qvpjF0bBh+Zlts4fZjPPvzJq75cKkm+zklhPnz2tUtWbf/FK/N9FznYXdrlRji8vEWCSFeWwtyoRLD/dl3sgSbi1xRJwQbDp6q/aDqELNBx+Wt4ogMMlXzK3z7BKqiCLo2jipf+a362lFRmbvFu5oKmw06EsP9WflYH569ojn+xqophc3hYEotnNJs3zCCb27rSPaTfZl2W0faN4xw+5/pikyqakBYgJGYYDPRwWbeGtaK7XmFPPfLRk+H5VVOFllYvefkPx4rsdrJzSvkpzXaqz0C5yDi6zsm8elfu/hq6W7em5/Lxwt3sP+kdjpDPzsoHX+jjsrjEG/r3sgzAblZdbU9NodKkFm2/asNl7WIxc/FAQGLzU672uyL5yanSqwuJ1E4HCoFpd6ZNIb4G9ArisvJGla7yr6T2hvdVR2ZVNWwro2jGNOjEVNW7ONnDRYqX6iVu09gdNGkr9hiZ9bGwx6IqHY8NqAZEQFGnpqxkTdmb+X1Wdvo/cafTFupjRqcFgkh/HZ3V4a2TaRFfAiXt4wl2Kzn/fm5mlyBrK5oPTLQSKqGB2p7k4Et40iLDT5T31bxMd6rWQwhfr7feLl3s2iXp0rtDpUuKd7bTDizfqjLZNCsV+iS4plVI0+QSZUb3Ne3CZnlhcp7j2tnVeJiBPsZXB6LVkT59zRSf1PZ1sMFZ7YkHKpzjE2ZzcFTMzZwrLDMw9HVjAaRAbx8ZUt+HtuFd0dm8ebQDDYePM3Lv2lv27N7kyju6pWCSa8QaNLjZ1BQhLPuqsCHt558iVGvMHV0B14a0oJLmscwtE0CbRuEMW9znk+fAKzQrXEUHRpGVEmsWsSHkOjFJ8uTIgIY1Cquyk2HXqdwRYZ7Jlp4I5lUuYFBp/DO8EwQMHaqtguV/622DcIJdHH35VDhh+wDZDw3mw//zNVccvXLuoMuj0PrFMG8zVUb/mlBn7QYburcgC+W7OaPTd5VA1IT7uyZwrJHe/PuiEwm39qBybd24GB+CeOmrvHZ02e+xqBTGJwZz0fXteHVq1vx0XVtCPU3cPfUHJ+vZ1UU52nH165uSd+0GC5vFUvXxpHk7Mv3+kL8V69qyTOD0mgeF0xyZABtksIoLLNpejeiMplUuUliuD+vXtWStfvyeWO2dnr2XCidIvj6lvbUCzETYNJhPusIlQqcKrExfk4u7y/Y4bkg3eCcxdraquP+h0f6NyU9PpgHp6/lYL726inCAoz0bBpNZv0wOjSM4OlBzZm3JY83/5CvdU8IDzDy5tAMcvMKeeHXTZ4O56LpFMHAlnF8cn0b3h2RxQfXtiYx3J97p62pdlSUN1AUwbC29fn17q7Mf6AHU0d3IKt+KE/8sMHtJwC9hUyq3GhAi1hGta/PRwt3smCrNlclzkeTmCCWPNyLL29qR1Swucr3S6zOeU2+3h35bINaxWHUV32ZWe0O8outzFhzgCINbhuZ9DreHZGF1ebgnqk5mrqmrlzbvj4j2iXy3vwd/LquFqYHSFV0aRzJbd0aMmn5Xs2tjASa9IwfnsmR06U8/sN6n1nR1+sUxg/PBKgT7wMgkyq3e3JgGqkxQdz/zVpNzkU7X4oiaNMgnPxqenmV2ew+fSy6svT4EEZ3bYhJr2DQiTONC612lTdnb+Gx79fT7sU5LN1x3MOR1rzkyABeHNKClbtP0v2/82n02G+0eGYWL/+2WXNb4kIInh2UTuukMB74dq0mant80f39UmkRH8LD363j8Cltvd9mJIZyb98m/LLuEN/50MzDxHB/XryyBdl78xk/d7unw3E7mVS5mdmgY8LITIosNsZNkzUXFVKiXY8PCDDqCTL7/gmes93XL5Xf7unKg5ekMqp9fQzlXfhLbSpFFjtFFjujv17l3m7zHtI2ORy9IjiQX4q9/Ej4l0t3c8/UHE+HVuOMeoUPrs0ixM/A6K9XVTuPTHIfo15h/PAMLDYH92rw/fb27o1onxzO0zM2uH/sVw0a1CqOq1snMGF+Lst2au8G8mwyqaoFjWOCeHZQc5bsOM6Hf2qrZuhCPXRp0ypjBQD+0zVZk4OIG0UFMrpbIwrL7C6PHasqmlyt+vyvXVDp3Gep1cG8LXmarLGIDjLz0XWtySso485J2fy5LY/3F+TyY84BTSbN3qhhVCDPDGrO0p3HeXfedn5ee5BvVu7TxMqVThG8NSwDnSK4a3I2nyzcyfO/bOL39Ye8cj7g2Z4Z1JykcH/GTs7hwelrGP7xMl6ftZWjBdo4BV1BdqurJUPbJPJX7nHe/GMb7ZPDadPA95vUXYyOjSL47Ia2vPTbZnLzCgkPMHKiyMKCrUe5vXsjDDpt5vtlNrvL1hKgUqaxLTGA9QdO4erHMuoVdh4r8uoj4heqVWIoz1/RnIe/W8/K3SdQVRWzQcezP29k+phONPLAkNe65prWCXyfvZ+352zHbFAQQuBwqNzduzF39kzxdHgXJS7UjzE9GvHqzK1sPnwauwOmrNhL/XB/vhvTiQCTd36sB5r0jO7WkMd+2MC3q5zbl9l7TzJx2R5+HttFM+8F2vzk8kLO+WHpxIf6cc/UNeQXy62BzimR/Hp3V7a+0J+lj/bmtatbsnrPSd78Y5unQ3Oby1vGuWzsZ7U56KTBBnnN44LPbHeezWJz0DDS9WR5LTh8qgydcHZat6vO4cv5JVbunqK9bU9vVGZzsG5/PuBcGS2x2CmzOZgwL5ecvSfP/Zu9nKqqZ5oHVyxOFVvs7DpWxAdefHpaVVU+XrjzH49ZbA5Ol1o1NcpLJlW1KNhs4N0RzhMcD3+3zmdOcNSWKzLiGdEukQ8W7ODPbUc9HY5b9GkWQ/cmUWcSq4p8o3l8CEFeeod5MW7unOzy9GPzuGASwvy8fsviQk1fvQ97pZe3qsL2vELyCnx/G8rbLdx2FMVFO5Mym53pq/d7IKKac/BUKYdcbGWW2Rz8tNZ7C9hPlVg54KK9ikOFhduPeSAi95BJVS1rlRjKw5c2ZdbGI0xctsfT4XidpwY2JzUmiPumreGIBk9LKorg/VFZfHJ9G27s1IA7e6Zwc+cGZO/NZ9Jy9w8drW2J4f5Mu60jWfVDEQL8DAph/gY2HTpNi2dm0eTx3+n+2nzmbtZWk9Bz3i7Jeym3c26lV02qHCo+X9tmUES1TyG94r0f6WYX450qBGrohtJ7r4CG/adLMj1So3j+183y6HUlfkYd743KpNhi5+4pOZo7vQPOreDOKZE8M6g59/dL5YnL0uiRGsVzP29i/f5Tng6vxqXHh/D9HZ3Z+dIANj/fn/7p9Si1Oigsc9aX7TlRzJ2TszVVqD8kMx6TixW6qEATe08U49Dg89qbdEmJrHYV9Nd1h3hqxgaKLb7ZuiU62EyT6EAq76oL4NCpEtq+MIcXf93kdf3vzAYdlzavh7HS9HWdgPT4YP63eJcmDq/IpMoDFEXw+jWtCPUzcNeUbJ99cbtLSnQQzw9OZ/muE3Wjr4kieGtoBpGBRu6YvJpTxd7bMfliCCEotdr5IafqoPFSq4O3NFRLN6ZHI5rEBFYZ+nuiqIwb/reCbv+dz57jvnMk3teEBRh5amAaZoNCpc9wSm0Opq3cx3WfrfDZEowJI7OICDQRYNKfqVlUgRKrg6OFZXy5dA/DP17qdcn7S1e2IDMpDLNBIcisRwB2FeZtPsIrv2+hz5t/8tFC760L+zdkUuUhkYEm3h6Wwa5jRTzz00ZPh+N1rm6dwFVZCbw7dzvXfrqczq/M46oPljB/izY704cFGJkwKovDp0p5YPpan32z//8cP0fvpp3HCmsxEvfyN+r58c4uTBiZyeCMOCoOs5ZYHRSV2TmQX8KN/1up2evsDUZ1SOLnu7rQvmFElcSqzOZg86HTrPPRleEGkQEsfrgXb1zTkiuzEjBV+gEtNgc7jxaxeId31SoFmQ1MG92RX8Z25YXB6VQs5lodzmtSZnPeXG0/UuDZQC+CTKo8qFNKJHf1TOGbVfuZscZ7Cww95dauySDgr9xjHMgvYfWek9wxKVuztWhZ9cN4tH8z/th0hE8W7fz/f4MPigw0Ut04xNR6QbUbjJvpFEGvpjGcLrVVaSuhqnD4dCmbD/nuh4cvaBwTREywqcqhgQrbfPjD26hXuDQ9luhgE2UufsBSm52NXlpekhIdSEGpDb2L1jlWu8OnRz3JpMrD7undmDZJYTz+g291yK0NHy/cWaWot8Rq55Xft2huzEmFmzo3oH96PV79fSu3f72KXq8vYMTHyzQzO9Kk13FnzxT8KhWtKgLu7dvEQ1G5V3UDcHVCUFCqza1eb9IsNthlo2FwNgr1dYnh/i7btJgNOhLC/DwQ0b/jUFVcLdSqKth9eAVXJlUeptcpjB+RiU4RjJ2So9lk4UKs2H3C5SkXh6qy/6TvFzS6IoTgwX6pqKjM3HiEnceKWLrzOGMmZvPF4l2eDq9G3NGjEY9f1ozYEDMGnSA+1IxDhTV78z0dmlv0T6+H2UXRut3hoFViaO0HVMdc0zoRk15XZYU0KshEVv1Qj8RUkwa2jMWkV6r8fHpF0DctxjNB/Qt9msW4fH836AT902NrPZ6aIpMqLxAf6sdrV7dk/YFTmmqCdrHqBZtdPm5zqEQEmGo5mtozcfmeKid7Sqx2Xpu1lRKLbx8HB2fieG2HJJY+2pvtLw7gr4d70S8thtdmbmXjQd+scTmXke3rUz/C/8zqXMWlbdsg/JzHzKWaERZg5Ic7OtEhOQJFgF6BED8Dp4qtHNZA2xZ/o57vxnQiIzEUvSLQCcqfa8KrD73EhfrxSP+mmPQKekWceV2E+RtpHOO7K4gyqfISlzSvxw0dk/j0r13M26Ktnj0XytU2kQBig028PnsrK3ef8ExgbrZo+zGXo10UIcjN004xdwUhBK9c1ZJQfwP3TF2jicTxbP5GPT/d1YUnLmtGz9QormmTwOUtY1m4/Rg/ra16ElKqeQ2jApkyugO5Lw5g+4sD+OGOTljsDu6ZsgabBhrQNowK5Ic7OpP9VF/WPN2Pn8d2psxm575v1nrdCcCz3dQ5mZnjujGuT2Pu6d2YR/s35fDpMp8+CSyTKi/y6IBmNIsN5oFv12li+OfF6tk0mscva0agSY+/UYeA8r5GJUxcvofrP1vBcz9r7+RkvRDXK3RWu4PIIGMtR1M7wgOMvDG0Fbl5hbz022ZPh1PjzAYdozok8b+b2vHa1a14Y2gGbRuE8fD0dWw57J3FxFqkKAIhBA2jAnlpSAtW7D7BOxpq2xJsNhBkNpASHcTTlzfnr9xjfOzlh16SIwO4q1djxvVtwm3dGzmnavy5g0XbfXOqhkyqvIjZoGPCyExKrXbGTdNm48vzdW2HJLKf7Mt7IzM5e9FKVZ1bYpNX7GXzIW19KN3evVGVFTqAjMRQ7A6VMpu2VnIqdG0cxS1dkvl62R7NdVivzKhXeG9kFkFmPbd9vbraYnbJfQZnxnNN6wTenZ/L4lzvaj1QE4a3TWRAi3q8Pmsra/blezqcf+2pgc1JiQrk3mlrOVpQ5ulwzptMqrxMo6hAnrsinWU7T/De/FxPh+MVjHqFbUcKcahVz+Jb7Q7maax3VeeUSJ64rBkBRh2BJj368gKr1XtO0vfNhWQ+9wdv/7FNkz2OHrw0lWaxwTw0fR2H8kvYdqRAs6u20cFmPrg2i4P5Jdw7bY1Xb9No1bNXNKdRVCD3TF3jkx/g5yKE4OUhLYkJNnPP1ByfOWnqZ9QxYWQWBaVW7vvG914XbkuqhBCJQoj5QojNQoiNQoh7yh8PF0L8IYTYXv7vsLN+z6NCiFwhxFYhxCXuis3bXZUVz5DMeN6es40Vu7RZN3S+THoFXeXqbZyzrlyNA/F1ozokkf1UX765rSO3d2+ITghsDpUSq51ii52PFu7kc42cBjybSa/jneEZnC610vW1+Vwx4S+6/3c+13y4RJODiFsnhfPUwDTmbcnjnXna2YbyFf5GPe+Vf4BrMbEN8Tfw9vAM9p0o5qkZvlMqkVrPuX25aLv3b19W5s5PIxtwv6qqzYAOwJ1CiDTgEWCuqqqNgbnlX1P+veFAc+BS4H0hRJ08GiOE4PnB6dQP9+eeqTmcPEcX6rpiQAvXR2wdqsplLX33+O25mPQ60uKCmbxiX5W+LSVWOx8u8K03m3/LYnegqpQnkc4uyzl787nx85WeDs0tru2QxFVZCbw9ZzsT5m3noelrefi7dSzdcVyTq5HeJrVeEM8MctYfvbcgl5W7TzBzwyHNJPFtG4Rzd+/G/JBzgE8W7eSzv3bx+V+7OJBf4unQzmlEu0QuaxHL67O2MnfzEb5dtY8Zaw5Q6GUzDStz22hoVVUPAYfK/7tACLEZiAeuAHqU/7IvgQXAw+WPT1VVtQzYJYTIBdoBS90VozcLNOmZMDKLIe8v5sHp6/jk+taI6lpR1wHRwWbeuKYVD0xfi04RqA6VYquDUD8jQWaDp8NzG1VVq02qjxdpa7uiwheLd1epJ7Q5VHYdK6LUqr1CfSEELw5JZ/6WPF6f7Tz1JICf1hxkeLtEnr68uWcDrAOGt01kzqYjvDF7G2a9gl6nYLE7uKVLMg9ekurz77139Uzh++wDvPjrZow6Z7H+qzO38Phlzbi+YwNPh+eSEIKXrmzBX7nH+M+Xq/AzKChC4FDX8+F1reneJMrTIbpUK/smQogGQCawHIgpT7gqEq/o8l8WD+w767ftL3+szkqPD+HR/s2Ys/kIXy7Z7elwPG5gqziWP9aHl4a04OWrWvLZ9W04XlTGY9+v1+wdvfOkUoDL7zWO0dZYlwr780tcNgXU6wQ2h+8ff3dlx9FCCi1/17w4h+PambJiL1sP++4oFV+yq3yiRanNQWGZDYvNwf+W7OaPTb5/aGL/yRKOnHKuTFns6pk5ey/+utmrGykfOFlCicW5MlVidVBksVNitXP716u9dsVKuPvDSAgRCPwJvKiq6vdCiHxVVUPP+v5JVVXDhBDvAUtVVZ1Y/vhnwG+qqn5X6f83GhgNEBMT03rq1Klui72wsJDAQM82IVNVlbezy9h4zM6THc0kBdfJHdFq/bTDwvfbrdzY3EiPxOpXrLzhWl6owjIbe44X41BVbA6YskPHaSs81s5E/RDtrdIdLSwj73QZDlXlQBF8u0tHvL/KlckO4v3htF1PXKjZ5QlJX3W0oIwjp0vZVSD4frdCs1CV/okOBIKYEBNRgdprdutNr8kym4PcvEIOFatM2aEjKVBlcJIDIZy7BsmRrm9sfMXRwjKOnCpj2yn4aa+OtpEOusU6UIQgJthMZOCFrwC78zoeOlXK8cIylh8VLDqso3ecnYwIFUUIEsL8CPHzzPtfz549V6uq2sbV99yaVAkhDMAvwCxVVd8sf2wr0ENV1UNCiFhggaqqqUKIRwFUVX25/NfNAp5RVbXa7b82bdqoq1atclv8CxYsoEePHm77//9bJ4osDBi/CD+jjp/HdiHQ5LZdW5/jcKjc8L8VLN91gh/v6ExaXLDLX+ct1/JCrdx9gjdnb2V7XiEJ4f5sO1xAk5ggvrmtI0aNFeqfKrFyydsLOV5YhrXSoNj7W9h4Y70eP4OOn8d2JiVaG6t1n/21i9dmbqGsUtdXs17h0QHNuKFTA88E5kbe9JrM2XuS6z5b4XL1w6RXuLp1AmN6NCIhzN8D0V289xfk8ubsbdgqbasbdQr39WvC7d0bXfD/253X8Ykf1zNx2d4qj/sbdTw7qDnXtEl0y5/7/xFCVJtUufP0nwA+AzZXJFTlfgJuKP/vG4AZZz0+XAhhEkIkA42BFe6Kz5eEBxh5e3gGe44X8dSMDZ4Ox6soiuCtYRmE+hm4c3K21y4JX6y2DcKZMrojq57oy493dOaNa1qxZl8+r/yuvbFGIX4Gfru7Kzd3TiYp3J+zq1nWHHd+ZbE5eG/+Ds8E6AYDW8ZWmd0GYLM7sDlU9hyXw9bdqbqbMXCuYk1buY/+4xed2SL0NZc0r+fy9LTF7uC137cw4uNl7D3ufduAA9JjXQ6LttjsHDhZwrSVe71uFI87b3E7A9cBvYQQa8r/GQC8AvQVQmwH+pZ/jaqqG4FvgE3ATOBOVVW12eXwAnRoGMHdvRvzffbfJzg+XbSTfSe874VQ2yIDTbwzIpM9x4s0XV91tv4tYrmxUwM+X7yLmRsOeTqcGhceYOTRAc14d2TmP1Zm5x10vmXZVZUNB7QzJzAm2MybQ1thNigEmPQYdc4PQBV4Y/ZW+r21kMd+qBvPbU8w6XW8clULzAalytxNcB6UKCqz8fqsrbUfXA1oFBXI3b0bYzZUbU3jAJbvOs6Q9xdTbPGum9KOjSK4pHm9MxM1KiK3OWDC/O088/MmOrw8l7+2e0/zVnee/vsLqO7IRO9qfs+LwIvuisnXje3VmB9znCc4DAoIofDfWVt54JIm3Nr1wpdvtaBDwwju69uE12dvw9+kI+90GUadwrC2ifRI9c5TIhfrsQHNyNmXz4PT19EsNpikCN+u+3AlIcwfy1mz2UJNcLLM+caSWk8bW38VBrSIo2vjKBZuO8ozP23kaKEFuwrF5bMQf8w+QKdGEQxsGefhSLVpYMs4UqID+fjPnfy45gCVW1Y5VFi687hngqsBd/ZM4ZLm9Xhvfi6/rDv4j611R/mEil/WHmJoW89sqbkihODNoa1YuiOB3zcc5mhBGXM2H8HmcNaX2spfG7dPXM3qJ/tg0nu+zlJbxRgad/h0KQfLe4tYHc6l2zKbg9dnbfPZZemaNKZ7I8IDDExdsY95W/KYufEwd07O5umffKfp3fkw6hUmjMhEAHdOzqbUqr2F3fAAI1dkxGE2ON+qBif9/TPe0jXZU2G5TcXctiIXQ6WLrXYmLtvjgajqjqb1gnlhSDp6neuPxogA327pkRIdSPNqtjqLLXZ2HPW+ge1CCDqlRPL84PTyE8CuV2uX7fSORtkyqfIhszYcdtkvxaGq/K7BLaDztWzXCUoqfRgVW+x8s2pflQJgrUgM9+eNoRlsOHCa6z9fwcB3F3HJ2wv5YEGuZpKsF4e04MZODQgw6gg3QXyoc+D0l0v2aHI7rNRqd7kFBVR5fks1z9+oZ0B6bJVJDQK4oWOSZ4KqQan1gjC6SBr9DMo5a8u8wbnm4XpLN3yZVPkQh6q67N+jqs5/6roFW/MosVZNnlQVzRawA/RNiyE50p8Vu06w4cBpth4uYPyc7Qz9aCk2u+8nkwadwiP9m7Hh2UtoER/C4kd6c2/fJvyQc4DP/tLeqJ60uGB0StW3ZkXAoFZy6682vHRlOt2aRGHUKwSZ9BgUAQLmbsnz+ddU50aR1I/wP1O3V8HmUOnWJNJDUf07QzLjXRau2x0OOjSM8EBEVcmkyodc0rxetUVql6bXq9VYqjVpEjRoAIri/PekSbX2R4f4GTDoqv4N6RWB4uMdkc9l08HTHKo0cqLU5mBHXiFzNmtn2PTZq7R39UzhkuYxvPz7Fhbnek+Rak0w6BTeHpaBn0F35vls0AkcKuQeLdTk6py38Tfq+eT6Nix6qCdf39Ke7Kf68sLgdOZvPcoLv272dHgXRVEE027ryNC2iQSb9QSa9HRsGI7dofLgt+vPuRrkaX2axdC7afSZwvWKYfM9UqPxc5FseYJseORDEsP9eejSprw2cwsOh4pDVXGoIAQUl3nBtsCkSTB6NBSXn0jcs8f5NcCoUW7/44dkJTBhfm6V3kZFFjv7T5bR4eW5PHppU67I1Faj/lV7TuDcnKj6cy/decx7Eu4apCiCN4ZmMOS9xdw1OZuf7upCYrhv9hBypWfTaGbf241pK/dy5HQZXRtHsv7AKT5ZtIsgs4FH+zf1+dEpviAm2ExMsHO7eVT7JHYeLeKzv3bRKCqA67x0vMu/EWw28MLgFrwwuMWZx75cspunf9rIcz9v5JlBzb3y+aUogndGZJK99yQLthwlyE/P2n2n+G3DIeZtOYLFpmLSK3RKifBY0bpMqnzMf7ok07tpNL9vOIyKSrsG4dwzdQ03f7mSH+7o5NnmdI8//ndCVaG42Pl4LSRV8aF+jB+Wwb3frEUnBKU2+5kEy2KHw6dKeeT79fgZdfRrrp1EIyrQhF4nnCPMz2LUCeJC/DwTVC0INOn5+Po2DJrwF6O/Xs33Yzp5zd1qTUgM9+eBS5qe+fryVnGU2Rx8vHAn/kYd4/o08WB0ddNjA5qx53gRz/y8ifoRAV47f+5C3NCpAftPFvPJol0khvtzS9eGng7JJSEErZPCaZ0UDjhLO5btPM7NX6wiwKgghLMtxifXt6G9B7YE5fafD2oQGcCYHo24o0cKbRqE88VNbSm12rn5i5WcLvVgI7S9VTvfnvNxN7gkPZbsJ/vy7ohMZx1EuT8OOJ/qJVY7b5QPrdWKXs2iMel1VbaG7aqzBuFYYRnHCrU5fDk5MoB3RmSy5fBpHvpunaa3xoQQPHN5c65uncDbc7bz8ULtND/1FTpFMH54Jk1igrhrUjbbjmhrLuOj/ZsxoEU9Xvh1M7+t943DT0dOl1JQ/rlXZHHObTxdauPmL1d6pO+WTKo0oHFMEB9d25qdR4u4Y2I2Vk8VUtavf36Pu4nZoKN1gzAsZ20Dbjn191N9nxcPEL0QJr2Oabd1IDkqALNBwd+oI8Ckw+5QueydRXR8eS6dXp7HgPGLyM3T1ocAQM/UaB68JJWf1x7kwz93smj7Uaau2Kup5qAVFEXw6lUtuaxlLC/9toWvZYuFWhdg0vPZDW3wM+q4+YuVmrphURTBm0MzaJ0Uxrhpa1i9xzvaFJzLd6v3V+kpBoAKcz1QUyqTKo3olBLJK1e15K/cYzzxwwbP3LG/+CL4V9p+9Pd3Pl7LAox6gs8attks9O9Es2GU9ppkpkQHMfe+7vx+Tzdm3NmZ5Y/0xqgTHC20YLWrWOwONh86zdUfLvW6rsk1YUz3RvRuGs2rM7dwy5erePbnTVz94VJu/N8KLBprp6FTBG8Py6BPs2ie/HED01fvB+BYYRlHC7TzAe/N4kL9+PSGNhwrLGP0V6s0074EnDeln1zfhvhQP275cpXX90AsKLW57F3lUKHIA6e+ZVKlIVe3TuDuXilMW7WP9xd4YGtg1Cj4+GNISnJWzyclOb+uhXqqyhRFcH/fJvgZnDU2l8T//cF6SZp26qnOJoQgOTKAxjFBzN585MzJmAoqzpl5v67zjWX98yGEOLP1XWZzUGK1U2q1s2zncT5epL1tMoNOYcLILDqnRPDQ9LV0fXUenV6eR+dX5tF//ELNbUt5o5YJobw1NIPsvfkM/WgpXV+dR4tnZnHz/1ay3cf//sMDjHxxU1uEENz4vxXsOV7EjDUH+HbVPvIKSj0d3j/0SYtx2WbBoap0aVz7LSJkobrG3Nu3CXtPFPPfWVspsdjIzSviZLGFS5vXY3i7+u4v5B01yiNJlCujOiThb9Tx1pzt6HUFNIkOxGJ38N6CXDqlRNI6KczTIbrNwfwSSl2s0BRb7BzM9643xZpwqsTKmn35VR4vtTqYumIfd/VsXPtBuZnZoOPdEZm0fXEu+07+3VJjy6EChn64lMWP9CLAJN/i3al/i1jaJYezYtff22Tzt+axfPdxfru7q0+PjkqKCODTG9ow7KOl9Hh9AX56BYTA7lB5+NKm3NzFOyYadGscSZeUSP7KPUaxxY7A+dq4tWuyRw5uyZUqjRFC8OrVLUkM92PC/B3M3HiY5btO8OqsLQx+b7Gmlqn/jSFZCSx8qCfpccHMvq8708d0IibYzH++XKnJ+qIKLRNCMRuqJtD+BoWWiSEeiMi9ztWQscRiJzev0Gs6LtekhduOYdK5WJG0a3NF0tucLrWyZu/JfzymAqUWO+/P9/0V0pToQAQCVYViq4Nii50ym4PXZm5hy+HTng4PcH7mfXhta94alsFlLWK5qnUCX97cjvv6pXokHplUaVCpxcGRU/9cjSi1Oth7opjvyusv6qrIQBNf3dwOvSK4/rMVHD6lvVUbgC4pkTSJCawyasOg19Etxbu7Jl+IiEBTtasCJ4ssDJrwFx1fnssyHx6I68qB/BKXI5iKLXYOVGoIK9W83ceKXPZDsquQs++ki9/hW+ZtznPZUNlqd/BD9gEPROSaogjnsOhRWbx+TSvaJYd7LhaP/cmS26zeewKjixd6idXOrI2HPRCRd0mKCOCLm9pxqsTKDZ+v4FSJB9tQuImiCKbc2pHR3RoSH+pHfKgfHRqGc6rEyv+W7PZ0eG7x1tAMAkz6KomkA2eScaSgjJu/WKmpRLpVQigmFyuSfgaFZrFBmm4x4Q3iQv0oq2aV9HSJlcnL9/j0vEaLzeFyNJpDpc7tevxbMqnSoBA/o8s3UyGcd/QSpMeH8NF1bdh5rJBbNXZ6p4KfUcf9/VJZ/EgvFj/Siym3duDS5vV4+fctLNmhrdEuAC0SQvjzwR6M69OYLimRuCoftDlUvlm1r/aDc5NOjSJIrRdUJZEstTq4Y1I2XV+bz2x5I+U2kYEm+qbFVPn7Bzh8uowXftnMpeMXcqrYN2/cujWJcjm2RgWmrNjHfdPWePVYG0+QSZUGZdUPJSzASOUpAwZF4XoNTFmvKV0aR/LG0AxW7DrBuKnaf3MQQvD60FYkRwZw1+QcTW4PRQaaGNMjhctaxqJTqmZVFpuDgxr6uZ0rkh24vXsjEsL88Dc639JVnKsJ+0+WcPfUHJbu0Na2pzd545pWXJkVX2VAMUCx1c6h/BLeX5DrgcguXr0QMw9c0gSzwdml/GwWu4Of1x5kx9Einx8yXZNkUqVBQggm/qc9iWH+zkaQ5cMnFQG3fb2azOdm8/B362RPG2BQqzieHJjGzI2HefLHDczZdJhXft/M/xbv4kSRxdPh1bhAk56PrmuN1eZgzMTVmlyhA2idFIbqYuPCz6DQSWM1ZWaDjnv7NuGPe7vjcPHZVmp1MH6OtqYIeBOzQcfLV7bkt7u7YjZU/Ui12FV+3+C7hwZu7dqI78d0pmdqNJUX5KwOFavdwbwt2hncfrFkUqVRDSID+PPBHkwb3ZFPrm9Di4QQSm0O8grKOFls5bvV+7l8wl8eaY7mbf7TJZlbuiQzecVexkzK5sM/d/LqzC10fXUe2Xt9v9i0skZRgbw5LIN1+0/x5I8eahTrZk1iguibFnOmT1kFRRH0axbjoajc61hhGUrl5YRyu457dwNHLQj2M1DdS8nP4NutLdLigmmREIKrPrqqqrI9r7D2g/JSMqnSMCEELRJCCPU3VmlGZ3OonCq28mOO95zg8KTIQCOK4MwA5lKrgyKLnbsmZ2sy6eibFsPdvVL4dvV+Ji7fy/HCMtbtz9dU0f7bwzJ5cmAzmscFkxIdSK+m0RSV2fls8S5Ph+YW0cHV10s2qxdci5HUTdHBZtLigtFVSmwVAdd2rN1RXe6QHBlAgItCRRVBw0jf7cdV02RSVQdsPHgKUbnACudpwFV7tLcScyF+yDnocn7UySIrO45q8y5/XJ8mdG8SxVMzNtDh5bmM+mQ57V6cw3M/b9RETyedIhjZPolf7+7KnPu689kNbbi8VRxvzN6qyUJ9k17HnT1TqqzOAVwnaylrxfujskgI8yPA5Cy70CkChwp5p32/1OLS9HoE+RmoXDq2NE+hT5o2V38vhEyq6oDEcH9cbQoYdYJGGpyDdyGUal4JKmqVNxGtUBRBQpgZVOcKXUGZjTKbgykr9vG5BldzhBC8fGULGkQGcPeUHI6c1k5rhQp39GjEUwPTSAjzw6RXaFYvCH+jjjf/2KbJmY/eJjbEj/n39+DT69vy4pAWzLm3G0PbJPDuvFx+WnvQ0+FdFJNex493dKZH02h0ikCnCOJD/VhyRDBn0xFPh+c1ZFJVB7RPDqdeiNnlLLhhbX1/WbomDG9b3+UdfqnVQf/xi3j2542U2bRV1O1wqHyffbBKOXeJ1c4ni3Z6JCZ3CzTp+fDa1hSV2Rk7OUdzp5aEEIxoX5+/Hu7F1hf68/u4brw3MotNh07zwLdrNbEC6e0URdCxUQSDM+NJjgrkhcEtaNcgnAe/XetylJIvqRdi5rMb2rL9hf5sf6E/8x7oTsMQhQe+Xevz8w5rikyq6gAhBFNHd6RLSiQGnUCvQLBZj82usvmQd4wa8LRR7evTqVEEfgZdleSz1OZgyvK93P/NWg9F5x4Wu6PaRFFLtVWVNYkJ4sUh6azYfYL/zt7q6XDcrmfTaB7t35Tf1h/mnXnbPR1OnWPUK3xwbRbRwSZu/WoVh075fksPRREoisCk1zE204SfUc/or1efGWpel8mkqo6ICjLxxc3tWPt0P1Y/0Y9lj/WmcUwg46at0VSH6Qul1yl8ekMbJt/anrTYqkW9pTYHf2w6oqktI7NBR4NqCkzT40JYknuMXI2e6rkyK4GR7evz0Z87+aMObF3c2rUhV2Ul8Pac7fy+3neP9/uqiEATn93QlhKLnVu/WqWprdgws8L7o7LYd6KYe6euqfOroTKpqmP8jXpC/A34G/W8P6o1pVbnCTerxrZBLoQQgsz6YdirOe1n1CvsPVFcy1G51/NXpONnUM40iq1Yo8vZd5LbJq5m4LuLGPL+Yk5qsGfXUwPTSI8PZty0HEZ+vIxOL8/lus+Ws3rPCU+HVuOEELx0ZTpZ9UO575u1bDhwigP5Jazbn+/TY1R8SZOYIN4dkcmmg6e5/xttbcW2Sw7nqcvTmLslj/Fz6/ZqqEyq6rCU6EBevrIFq/ac5PVZ2t8G+bdaJYSic/HKsNgcmjs63Dklkm9v70T/9FgaRweSVT8UAdgdUFBqo9TqYMOBU9w9NcfTodY4s0HHmB6NKCqzs2TncQ6eKmXR9mOM+nQ5C7Zqr5mhSa/jw+taE+Jn4Mr3l9Dzv/MZ+clysp7/g8//0t7BBG/Us2k0jw1oxu8bDjN2SjbDP15Kv7f+5LWZW3z+xuW6Dklc3TqB8XO388emIxwtKGPDgVOaWpX7N3y7I5l00a7IiGfl7hN8tHAnbRqE0zctBlVVXbZgqCtu696QH9ccoLjSHXzP1ChNzk5Mjw/h/VFZAAx8d1GVwnWrXWX5rhMcLyzT3M//ycKqyUSp1cEzP21kwYPRHojIvaKDzEQHmzhcvo1tsTs/8P47aysNowLokaq9n9nb/KdLMj/mHODX9X/PZNx9rIgfcg4wc1w3QvwMHozuwgkheGFwOlsOneb2iatRhDORtzkcjO3VmDt7png6xFohV6oknhyYRov4YMZOySbj2dkkP/obPV9fwPw6OnogKSKA6bd3omPDCEx6hfAAAwFGHbl5RZrfKsmvZvCrXhGcLtXeHeemg64Pauw5UazJLfHDp0rZerjqKa0Sq51PFmrzxKe3OVViZVulk3IWu8qJIgsTl+32TFA1xGzQUS/EjN2hYrWrFJY5V7snzMvll3W+3VLi35JJlYRJr6NDwwhKrQ7yy0997TpWxJhJq1mSq70mif9GWlwwU0Z3YOsL/cl+sh8fX9+GHccKee6XTZ4Oza2c872qrlKaDTrqh/t7ICL3CgtwvSpg1Cks2n5Ucy0XjheVoa+m8ZqWDmF4sw0HTmPSV23fUmZzsGDrUQ9EVHMKSq0s3Fb1M6PEaueDBTs8EFHtk0mVhNXuYPLyvVUeL7U6eL0OHDn/NzqnRHJbt0ZMWbGX3zR8empsrxRC/Q2YKk1OvSorvsr4DS0Y072Ry/5kNruDsVNy6PrafPZp6HBCo6hAXMyZRi+gW5Oo2g+oDooMMmKrpkjdZld9esj5qRKry3pUgKMFvt9V/t+QSZXEyWJLtS/ynRod0XIh7u/XhFaJoTzy3ToO5Pt+rxlXooPNzL63O7d1b0ibpDAGtYwjtV4QU1bsY/cx7T0XbujUgFu7JuNn0GE869PArkJRmZ0jp0u5c3K2ByOsWWaDjscGNKuSSOp0Crf3aOShqOqWpvWCSY4McJl8bD58mkveXkh+sW8WrceG+OFndF2qHWjSM2/LEewaOvXoikyqJML8jRiqub1oFB1Yy9F4L4NO4Z3hGThUGDdVe924K4QHGLmvbyrTx3TinZGZfH5jW/Q6wR2Tsn36LtoVIQT39Usl+8m+1AsxV/m+Q4WthwvI09DW2KgOSXx2Qxu6N4kiNSaIlvEhlNkcvDt3O/dOy+GThTt99kPdV3xxU1taJoRWGR9WanVwML+EN2Zv80hcF0unCJ65PA0/Q9XPk53Hirhrcg4jPl6quekUZ5NJlYRBp3BHT9fbIANaxPLxwh18tXQ3eQXa+WC5UEkRAbwwOJ2Vu0/y7rxcT4dTK+JD/XhzaCs2HTrNsz9rs6bMz6jD5b4YIISz3kVLOqVE8uXN7Zh1bzdev6YVioCJy/byQ85B3vhjKz3+u0CTK5PeIjrYzP9ubOtyS91qV/l9g++WGAzKiOeLm9rRvUkUlX+8Youd9QdOMcVFuYlWyJYKEuCsLQkw6pgwfwfHC8tICPPjQH4pL/y6CR3OjuMv/bqZN4a24rKWcZ4O16MGZ8azcPtR3i0f+bH/ZDFRQSaGt61fbYdyX9eraQxjejTigwU7aJ8czuDMeE+HVOMGtozj00W7sFRagYwMMJIQ5uehqNzv5d83o6p/p5SlVgcWm4MnZ2zg6/+092hsWnauGkV9dYVJPqJ9wwgCTHpW7T5BUaUT0yVWBz/kHODGzskeis69fPvKSTVGCMENnZJZ+Xgfdr58GW8Pz0QnBKoKNtU5pqXU5uD+b9Zqei7cv/XYgGbodQrvzN3Od9kH+HTRLi4dv5BZPnyH+f+5v28T2jUI57Ef1pObp73hqbf3aERiuB/+RueKbcWHXp+0GE33bVu0/ViVNTqHCotzj6FWM11AunhBZgNtGoRVWc3RCRjaJsEzQdUgvU5Us/YLekW7qYd2fzLposzIOYDVUXXLQ6cITXabPl+/rD2IUNUzbxo2h0qp1cH9367DorGtogp6ncI7IzIxG3QM/3gZ7V78g7SnZnLj5ys0kWQFmw38dk9XXhySzrC2iYzrnUL3JlFMXLZXk6NrKlRXT2nQKZpOJr3BW8MyiAv1I8Ckw6xX0CsCuwqNo4M8HdpFS40JIszfWOVxg04won19D0RUO2RSJblkP3s/4GwC5M0r/LT2EGV2138R6w/k124wtaheiJmWCSEcK7SQV2Ch2GLnz21HGfzeEvaf9P3WAya9jiGZCbx6VUvG9m7COyMyiQv1485JORwv1OaR8CGZ8RgrtdBQBAxqFeuhiOqO2BA//nywJxNGZvH4wDQm39qelvEhPPb9evYc9+2aNiEEn1zfhhA/AwEmHUadQBHOG9AGEdrreVdBJlWSS1dkxGN2UbhutTnokSr72VRsEVXmUFVKLA5NDUs929GCMpbsOP6Px1SgTKMduUP8DLw/KosTxRbGTVujyePgj13WjPS4YPyNOvyNOgw6gUN1Hv2X3E+nCHqmRnNdhyTaJUfw3qgsFEUwZqLvn7ZNiwtm+WO9eeXKljw6oBlTbu1AfKgfd03W7k2KTKokl9okhTG8XSJ+Bh2K4EyX7eTIAILMvjmbqiZd26G+y8Sq2GLn5i9W0O6lOfyqwbEMO44WVmkMCmB1qKzZl1/7AdWC9PgQnh3UnEXbj505nKAlgSY9343pxKRb2vPsoOZMGd2B7k2ieHXWVjYcOOXp8OqcxHB/3hpWcdp2o6fDuWhmg47LW8VxU+dk2jeM4MNrW3Oi2MLdU3M0eZMikyrJJSEET1/enOljOnJvnyY8fGlTHro0la1HCnlvft1oJXAulzSvx9A2iZj0Cv5GHWdP/rDYVY4VWnjg23Us33m8+v+JD0oM93dZM6ZTBE1ifL8OpDrD2yZyZVY84+duZ9F23x4l4ooQgsz6YVzTJpE2SeG8NSyDcH8jd07OpqBUHkypbb2axnBnz0ZMWbGP6av3ezqcGpUeH8ILV6SzOPc4b/3hm/24zkUmVdI5NY8LYWzvxtzarSFjujdicEYcb83ZxuI6OhOwghCCZwY1Z8593Xm0f1OXBb0lVjsTNJaAxof60a1JlIvVKhWL3c701ft9fsvCFSEELwxOp3F0IPdMXcOq3SeYsmIvv6w7qMkh2+EBRt4dmcn+kyU88t16eQrQA+7t04SODSN44sf1bDnsevC3rxraNpFhbRKZMD+XuZuPeDqcGiWTKulfE0Lw4pAWNIoK5J6pOXIAK86Vm3bJES7rzwD2Hvf94u3K3h2RyZVZ8Zj0ypmO0HYHzFhziKdmbKD3G39yTIP1Ev5GPe+PyqKg1Mo1Hy7l2Z828PB362j30hxW7znp6fBqXNsG4TzQL5Vf1x9i4rI9ng6nztHrFMaPyCDYbGDMRO2tGD57RXOaxwVz77Q1mnqflEmVdF4CTHo+GJVFUZmdsZO1O6rlfNQP93dZG6AAWUlhtR+Qm5kNOl6+siUbn72EjMTQf3yv2OKcl/fK71s8E5ybHch33kioQKlNpajMTkGpjVu+XIlVg6+F27o1pGdqFM//spl1+/PZdayIbUcKNHsQw9tEB5l5d0Qme08Uc9+0tXz85w6enrGBX9Yd9Pnnm9mg44NRrQEYM2k1u44V8uu6Qyzfedynn1+yo7p03hrHBPHSlencO20tT87YQHiAkVPFVno3i3GOJjhHp2At8jPquKtXChPm5VJy1taXCtzYKclzgbmZzaGyzkUhs82hMmvjYV6/ppUHonKvaSv3YnXRSsNqV1m5+wSdGkV6ICr3URTBG0MzuOSthVz5/hJ0CugUhUCTnvHDM+nYKMLTIWpe+4YRXNuhPl8u2cP8rXnYHCrTV+93Nh4e08mnDw7Vj/DnzaGtuOWr1fR+40/8jXpUVSU8wMjkWzuQGO57rRfkSpV0QYZkJtCpUQRTVuzjgwU7mLh8L3dOzubmL1Zq8kTH/+eOHo14+coWNI4OJMzfQJukMHSK4O052336rutchKDKQNgKeo0m1qVW16sDAjTb9DXQpMdit2NzqJTZVIotdvIKyvjPlytlCUAtUFWVBVucDZdt5e8lRRY7e44X88GCHZ4MrUaUWB3oFWcbj8IyG0UWOwfySxj99SpPh3ZBZFIlXZCiMhvZ5XUkFTlDscXOit0n+HW9dke1VEcIweDMeP64rzs5T/Vj+phOPH15GvO3HmX8XO0dwwdno8xujaOqJFCKgCuzfH/MhitXZMS5bKVRZrNzusSmySRjwdY8lzdKNofKt6v2eSCiuuXQqVIOn65ao1hmc/DzWt9v2/Llkt1nksUKDhV2HSvyyQaoMqn6fxwvLNPkaaaLtWL3CZdDP4stdn5ac8ADEXmfazsknTmGP2+Ltk64VHjl6hbEhznHbJjKx2w4VEiL1WZ7hctaxNKuQfiZxKoin7Q7VB77YT3dXpvPsz9v1NRpuaOFZVU+9MC5MnfwlPaSSG9zrhl6iiJ8fiW8oMzm8nGdEBRW8z1vJpOqaszbcoQthwvo+PI8Wj47m/u/WSOTq7OYdAqu59iAqZqTcHWNEIKXhrQgLTaYcVPXsPuY7911/X+ig8zMu78H743M4rEBzfjq5nZk1Q/lqRkb2XG00NPh1Ti9TuHzG9vy/qgsru+YRESAc7aZvXzroszmYOqKffykgRWECm2Swl0+7mdQ6KyxGjJvFB1kJjUmqMrgZXCeLs54bjYf/bnDZxP5AemxLhsKOxwq01ftZ9LyPT518lEmVS6s3ZfPHZOysdodWOwOLDYHv6w7xLipOZ4OzWu0TQ53uVJl1Cn0aBLFlsOn62RtVWVmg46PrmuNEILbJ66m2OJ7d17/H50i6JEazQ2dGtApJZIJI7Mw6hXumJityR5OSvnPO7pbQ06XVr2eJVY7XyzZXfuBuUlqvSD6pdXDr9LNksWucveUbLq8Oo/vNNag0tu8NzKLqCATgaZ/NhpWgdOlNt6es51PFvnmmKibuzQgPszvzPOr4sez2B38b8luXvhlM91em88uH7kplUmVCx8s2EFZpYLUMpuD+VuPkqfBmokLYdApfHZDW4LMegLLJ6wLwGp38MSP67nq/SW0e3GOJrtPn6/EcH/eGZHJ1iMFPPDtWr5cvIvnft7IT2sParK4OS7Uj7eHZ7Itr4Anftzgs3fQ/5/CMlu1BfkFJdpKnt8alsGzg5rTMiGE+FAz4NzytKuw/2QJT/y4QfaycqP6Ef789XAv3hyaQYh/1dN+JVY77833zdWqILOBX8d25YmBzbikeQyNogIQOFd/wfmz5ZdYeWj6Wo/G+W/JpMqFXceKXG5sGXWKrCE4S+ukMFY81odXr2rFkwPTCPbTO4fr2lSKLHaOF1kY/dVq9p/UTmO3C9W9SRTXd0zit/WHeeHXzXy+eDePfreOS95eyKli31na/re6N4libK/GfJe9n280WsycEhWI0cW2hUEn6N+ingcich+dIhjaNpGf7upCqL+xyvdLrHbemL3V5+t7vJlBp9CveT2Kylyv/haUWinz0Zs0P6OOUe2T+Oi6NhwpKKvy+auqkL033ydKcGRS5ULrpDCXd6AWu4OGUQEeiKgakyZBgwagKM5/T5pU6yH4GXVc1jKWuDA/XPWiszkcTFupzQ/V87Vy1wnAOXwYnMei958s5s052pt/BXBP78Z0SYnkqRkb2XRQW2M2wFlf9drVrTAblDNbMgJwOOCq1to8/QhUuw1TUGqjSIPb296mUVSgy8cjA00ua5N8zbnasbiYBuZ1fP8KuMGYHo1cjh3p3TSaYG9ptDZpEoweDXv2ONP4PXucX3sgsQI4WlCGw8XSs9WucjC/xAMReZdTxVa251Ut3LbaVX5dp52i5rPpFMHbwzMI9Tdw7WfL6fDyHNKemsnIT5ax8WDVpqG+qG9aDD/f1YWR7ZPo1TSaW7smoyjw/M+bfHIr5t9IDHPdkNHfqCPAKPtJu9ujA5piNlT96L6te0OXM0h9zeDM+CrJoQC6pERg0nv/ISiZVLmQGO7PjLs6E+xnIMTPQFKEP/VCzCzZcZwD3pIgPP44FFfaVisudj7uAW2SwlwWpvsZFLo1ifJARN5FOccrTauNMsF599yhYQQniiwcPlVGscXOkh3HuebDpeS6SDJ9UeOYIJ4fnM7nN7blscvSeHxAM+ZuyeOzv3Z5OjS3eOCSVJc3ndd3TKpz0xQ8oWvjKD69vi3p8cH4GXQkhftj0iv8tv6wz4+uAXigXyqp9YLwN+ow6hUM5S0lOqf4xklTmVRVo1FUIEnh/qx9uh9/PtiTKbd2wOZQuXNStncUF+/de36Pu1nDqEAGtYqrckJIpwguba6t+pILEWQ2kFk/DJ2LO8nCMhujv16lyS2yglIrMzccrvJ4mdXBu/O02RT1hk4N6JcWw6szt7B2X76nw6lxfdNieP2alsSH+iGAED8DRp3Ckh3HNfGh7gu6NI7kl7Fd2fz8pfz5UE/+e00rVu85yeuzt3o6tIsWYNIz487OfHZDWx65tCkfXJtF55QI3pi9ja2HCzwd3v9LJlX/UnJkAK9d3ZI1+/J56bfNng4H6tc/v8drwatXteSFwelkJobStF4QvZtGUVhm52t5KghwnqCKCTYRUOlYdGGZnT82HeGqD5awRmMfwntPFGNw0XrDrqqs26+NLcDKhBD89+pWRAeZueWrVQz9cAnd/zufB79dy74T2ji0MbBlHIsf6cX2F/uz9ul+vDG0Fdl78zU7SNvbDWoVx6j29fnoz53M3ez7jYaFEHRsFMHNXZLp06webw3LIMhs4K7J2V7flkYmVedhQItYbu6czBdLdvOLp+tgXnwR/CvVNvj7Ox/3EEURXNU6gR/u7MzMcd349Ia2XNq8Hq/8voXsvSc9Fpe3iA/1Y+FDPXlraEaVIaiq6jxB9eKvmzwUnXvEhfhVu3qREu264FYLQvwNDM6M42hBGSt2n2TP8WK+z97PgHcWaaoJbEWvustbxXFjpwZ89tcufq+DY6q8wZMD00iLDeb+b9d6T5lKDYkOMvP2sAxyjxbyzE8bPR3OOcmk6jw90r8pWfVDeXj6Os92jB41Cj7+GJKSnEcikpKcX48a5bmYKhFC8OrVLYkNNTN2cg75xRZPh+Rxep2zxux0NR2C1x/Q1upNWICRy1vFVSmsVYSz7cLEZXtYuuO45oq6bXYHXy/95wqtXXXOzHxbo6c9HxvQjIzEUB6cvs5nGjVqidmg471RWdjsKmMnZ2tuK7ZL40ju7JHCN6v282OO945Ck0nVeTLqlTMdo6/5cCktn5lFymO/MeyjpbVfEzNqFOze7TzDvXu3VyVUFUL8DLw3Mou8glIe+Hat5j48L4RRp7gs9AUID6jaA8jXvTSkBSPa1cfPoEOnCEL9DThUePbnjbzw6yZu+XIlA95ZpKl+XQfzS8+0zjibQ4Xl5a01tMaoV3hvVBZ6nWDMxNWa7Kbv7ZIjA3jlqhZk783ntZlbWL7zODPWHPDJwcSujOvTmLYNwnj8h/Xs9NIxWDKpugBxoX40rRfEiSILp0tt2Bwqy3ed4JoPl2imZqImtUwI5fEBzZiz2Xki6nSplR1HC32ikZs7KIrgho4NXK7e3Nq1oYeich+jXuHpy5uz4dlLWP9MPy5Ji0ERznYSpVYHRRY7uXmFPPOzdy/rn48QfwN2u+sbiOggUy1HU3viQ/14e1gGW48U8PgP6/k+ez8T5m3nr+3HZGPQWjKwZRxXZsXzyaJdXP/5Ch77YT393lrI/d+s8flroNcpvDMiE6Ne4c7J2fy89iAT5m1n5oZDXrMyJ5uKXIDDp0rJ3ptf5XGLzcGni3by7BXptR+Ul7uhUwOW7DjOi79u5tWZWzCW12Lc06cxo7s18nB0te/+fk0oKrMxbdU+9IrAalex2B2aTsp1isDfqOentYeo/N5utav8su4gbw5tpYleOyF+Bi5pHsPsTUf+0eVarwju6Jniwcjcr0dqNKPa1Wfi8r38su4gNoeK2aAjtV4QU27tUO0qrVRzKrZfy2wOysrrun9bf5ispDBGtU/yYGQXLzbEj6cuT+PeaWu5d9oaHKqKn1FHeICRH+7oTGSgZ29a5ErVBdhxtNDleAqrQ9VcTUxNEUIQZHbm8Fa7c4xNkcXOW39s5+e12mx+eS56ncJzg9NZ/WRfZtzVhbVP9+PGTg34fPFuftN4oa/N4fqOUmsDuF+7uhW9m0Zj0ivOE5+KwO5QiQzU3hZvZav3OA+mWOwqDhWKLXY2HTzNhwt2eDgy7csrKGWji1KUEqudr5Zo4yT23M15CMDmcD6/isrsHMov5ekZnl/tlknVBUiODHDZq0onIC022AMReb9Sq51f1h2qMtOpxGpnwvxcj8TkDQJNelKiA/Ez6s4U+j6k8ULfHqnRVO4R6eyYHKmJVaoKfkYd71/bmqWP9uaHOzqz/NHexIf5cd83aykq8+5j4Rcjr6CUHUerPn/LbA6+y97vgYjqllKLw2U/PMDr2xH8W7M3HqnyWWJzqMzeVLUnXm2TSdUFiAv1o1fTaMyVVqtUoFvjKL5dtY/lO7V3ouliVHfaDeDo6bJajMR7VRT6GjRe6PvMoOaEBxjxMzq3gXSKs2PysDaJng3MTcIDjDSJCSIyyMSbQzPYe6KYR75bz/vzc3lz9lbWa61f1zne9uQ7ovslhvsR4ld1nJrAuUL+eXldqy9TvfiZJJOqC/T28AxGtneeaBJAXKgZhwp3TF7N0z9t5OYvVtLvrYUcL5QJA0BkgIlAk+sSvtYNwmo5Gu8VH+rHW+WFvk/N2ODpcNwiPtSPBQ/25IkBzRjRrj4PX5JKQpgfL/2+RVMnAF1plxxOt8aR/LzuIG/M3sqE+bkM/Wip1/feOR/RwWYaRgVQea1ErwguaxHLiSLZWsWdhBC8OawVfgYdhrO6DKs4a63+O2srfd/8k7yCUs8FeZH6NoupMt5LEc7HPU0mVRfIpNfx1OXN2fz8pex4aQBXZcWjCLA5nPUDRRY7u44V8eC36zwdqldQFMFTA9OqjLEB2H+ymLSnZtLx5bl8uminz59QuVg9UqMZ2zOFb1fv55uV+zwdjlsEmvSM6pDEy1e2YHT3RkwYmcWR06U8/N06Ta/wHi8sY+mO44Czb5WjvOnrtJX7WL1HO60W3h2RSYifAf/y1ciK+pdPF+2k/UtzuPTthZRaveO0lhZ1ahTJ7Hu78Z8uyWeuQYUSq53jhRbenO27/dKevSKdeiFmAkx/P78cKszedJiWz8zixV83eex0uUyqaoCiCKat3F/lRJPNobIo96hmt3HO1xWZ8Xx6Qxs6NAwnPtTPWUMDbD5UQLHFzqFTpbwxe5um7tov1D19mtA5JYInZ2xg1sZDfLJwJ18t3c3RAm2ufGYkhvLgJanM3HiYScs9M7+yNszfetTl2J5Sm52f12rngELjmCCWPNqLZwY1557eKWcOqdhV50GVLYcL2HmsUDYEdqPEcH9u7doQm4vWHjaHyh+bfHecTVSQiXn39+C1q1pxW7eGZw6O2RxwutTGV0v3cNvXqz0Sm0yqakh1Q5ZVFazVnHaqizqnRDJ1dEcWP9KL5MiAKgXLJVY701btq/NbBDpFMH54JnpFcPvX2bw6czMv/baZrq/O0+wYkFu7NqRbkyie/2UTz/60kes+W85TMzZ4dnJBDXORTwHOO21d5ReDj/M36hnaJpGWCaHYXaw+qip8n+29nbG1wKhXqq0/8jP6dmsLo17hspaxBLgoKymzOVi+6zi5ebU/gFkmVTWkT1qMyzfFJjFBBJurFg1KkLPvJK76Ixr1itd2y61Ne44XY7U73xJtDii1Oii1Obh32hqfLzR1RVEEj16aisXu4Islu1m0/RiTlu9h4Dt/8df2Y54Or0b0So1x2TpCrwgGZ8R7ICL323+yxOVqiUNVNdPp21sFmQ10ahTpsv5oVPv6HoqqZq3bn/+PXnAV9IrC1sO1/zkik6oa8tClqUQFGs/UDFU8h6/K0uYbZU1IiQqqslIFzlW/hDD/qt+oY37I2e9ylVOnCOZvyfNARO731bK9CP4+JWZ3OFcvH5qujRFHIf4G3hzWCrNewc+gnCkkNup1xIWaPRyde7RICEFx8UJXEWQlyUMq7vbm0FY0igrE36g70y/NoYK1mt0VX9MsNthl30i7Q6VhVECtxyM7qteQ6CAzc+/vwQ85+1m95yRJEf7M3HCEd+blckl6PZkkuHB7j4bM2niYkkoFhR2Sw6kXos0PmPOiUufOoM/bcqRKbSLA8SILh0/77mmlsw1oEUe75AhmbTxMmdVBYrgfd07OYdy0NXxxUzvNbQNmJoaSkRhKzp6TlJ71Qb4sT+G2YfU8GFndEBFoYua4ruTsy2f/yRKaxwbx7rxc3pq7nebxIfT2ghNzF+O6Dkn8b/Huf5TgGPUKLRJCaOaBvpFypaoGBZj0XNuhAW8Ny2Rcn1Q+vLY1dofK3VNyvGYukTdpWi+Yz25sQ3JkADpFYNQJ9IqgyGLXXHftC3F5qziXIz2KLXamr97PjDUHsGnseVVd2w1VBX+Ddu4BIwNNjGqfxM1dkumbVo/nBjVn0fZjvDtvu6dDq3FCCP53Y1vG9GhEXKiZ6CATjaMDWXpEkONi3JdU84QQZNUPY1CrOBpFB/HKVS1pHhfMuKlryM3z7VKL6GAz08d0pHVSGEI4B9ZfkRHH/25s65F4ZFLlRg0iA3j5SufE8Ndnb/V0OF6pU6NI5j/Qg3VP92Pjc5fy2tUtWbXnJO/X4S7rFdolhzOsbSJmg4IiONP3RwUWbT/Go9+v56YvVmqqBcVNnZJdtt1olxxOiL92axOHtU3kqqwExs/dzsJtRz0dTo0zG3Tc06cJSx7pzYrH+/DjnZ2J9hfcO22NPAHoAWaDjo+ua4NRrzD661U+X6PZtF4w343pRO6LA9j6wqX89+pWLgvYa4NMqtzs8lZxjGxfn4/+3KnZOpiaEGDSY9ApDMmM54qMON6eu/3M/LC6SgjBM4OaM/32TtzUqQGVJ08UW+ys3nOSBdu087wa2b4+gzPjMOkVgkz6M7USASYdh/JLKCyzaXKEjxCCFwan0yQ6iHum5nAwv8TTIblVgEnPmFYmjhWW8ch36zVRL+dr4kP9eH9UFnuPF3Pv1DWauDnTKcLjo65kUlULnhqYRtN6Qdz3zRoOndL2m+XFEkLw/OB0YkPMjJuWQ4GP30HVhPT4EFLrBWPSu94KnLNZO0mVoghevrIlCx7swVvDMvjhjk480K8JszYeoetr89l7opj+by/k2k+Xa25+nnNWYBYWm4O7JmezavcJJi3fw8JtRzW5Hd4gRMcD/Zy9yaas0GaTW2/XvmEET12extwtebw1x3ebgXoTmVTVArNBx3ujsii1ORj07mKaPfk7TR7/ndFfrdL8HemFCDYbeHtYBgdOlnjF1HFvEGTWo7h4teoVQaiLOV++LjbEjz5pMTSPC0GviPJpBSr7ClRKbQ5W7D7BEz9qb4xPo6hAXhicTvbefIZ9vIznf9nEmImr6fXGAp8eK1KdW7s2pEtKJM/9stEjPYUkZ6H30DYJvDsvV7M98GqTTKpqScPIACIDjBwtLKPE6sBidzBn8xEGTfiLQo3dcdeENg3Cubt3Y77POcCMNQc4WlDG7mNFmliivhA9m0a7nDwvBFyj0UHEFb5cuufMicCf9zpX6yw2B7+uO1Rt011ftuNoETrhPBJeanVQZLGz/2QxD3yz1tOh1ThFEbw5tBX+Rj1jp+SwcNtRJi7bIwfS16KK3YGMxFDunbaGy99dRPOnZtLz9QV8t3q/p8PzOTKpqiWr9pzkeKUu4Q4Visrs/Jgjn7iu3NUzhVYJIdw3bS2dXp5L//GLaP/SXBZs1c52179lNuj48uZ2hPkbCDTpCTDqUAQoQuDQ+IdPYenfNx2lZ3XfcKgqZTbtjYD6ZtW+Kk1x7Q5YuvM4xRbt3YBFB5t5ZlBzNh8q4OYvVvLCr5u4+YuVXP7uXz5fQO0rTHod43o3ptTmYP2B02dm1z7x4wY+WbTD0+H5FJlU1ZLtRwpdfviVWO1sOHDaAxF5P50iKCi1YVdVrA6VEqudo4VljJmY7fPHgC9EZv0wVj7eh0+ub8N7o7KYc193Z8HvxNWa/LCt0Ckl4kyT2L7xf69MJUX4E6TBaQXVtV9RVecWqBbN35J3Zou3YnVu65ECXvhlk6dDqzO+WLK7ymMlVjvj5+RqckXYXWRSVUsaRgWguNi+8TPoaFovyAMReb/1B065bPhosdv50sUbQF2g1yl0bBRBj9RoGkYFMn54BtvzCnn8hw2a3S55tH8zAk16jDqFtDD1TGuJ/umxHo3LXS5Nj8XgogFogwh/thwq0FwCraoqv64/VKXpq9Wu8tPag54Jqg7aeMj1zb3doXK0UJuD3N1BJlW1pH1yOEkR/mfGUlSwqyrZe0/yztztHNFIx+iacvhUqctE1O6AvSeKPRCR9+naOIpxvZvwQ84BJq/Y6+lw3KJBZABz7uvOLV2TCTDpGd4ukYzEUD5ZtJP1+095Orwa90C/JkQHm/E3/nPk1Z4Txfzni5W0fn4OE5ft8WCENc/uaggouJwZKLlH/XDXUz9sDgd58rPpX5NJVS0RQjD11o4MaBGLQScQOJs5WmwOflp7iAnzc+n5+oI635vpbC0SQlxuhZj0gjYNwjRZT3MhxvZKoVuTKJ79aRPr9ud7Ohy3iA4289ClTWkYGcDLV7bksxvaEBlo4ravV3FMY3fREYEm5t7fnWcGNWdE20RCy5ueWu0qBWU2Sqx2Xvx1M6t2n/BwpDVDCEHXxpEu54DaVZWmT/zOuKk5nCiSTULdaVyfxpgNVVMCh0Nl5CfLuf3r1Zqb4OAOMqmqRSH+BsYPz2TbC/25pUsyurP+9i02B8UWO/dOW6PZbZzzFRvix9A2iVU6bFtsKm//sY30p2dx9xTZy0pRBG8PyyAy0MiYidl1okN1RKCJj65rzfEiC3dOytbcGCizQcfQNolc36kBpdaqP1up1c7ni3fXfmBu8vzgdEL9jfhV+lBXVSgtP+l51QdL5Ie6G3VtHMXrV7ciJtj0j8ftqrO26s9teUxers3V8JokkyoPEELw24bDuKr9O3K6lEOn5FJrheeuaM6zVzQnLTaI2BAzAueYFrvqvHOfueEQt3y5ytNhelx4gJH3RmWRV1DKuGlr+G39QT5YsIN5W45osnEkOJuivnJVC5bvOsGLv272dDhucbLI4rKVhgoc1VDfqsRwf/58sAePDWhGp0YR6Cv9yFaHSl5BKQu2am+EjzcZ2CqO78Z0wqir+pwrsTo0W2JQk7QzodTHmPSu81lV5cxoDsmZgA5tk8jQNok889MGvl665x/HzS12lbX788nNKyAlum4X/GfWD+Oe3o15ffY2Fucew6GqmPU6YkP9+O72TpqcnTckM4H1+0/z+eJdNI8LJjrYzNGCMlonhZEcGeDp8C5ai4QQrI6qd19GvaBPsxgPROQ+QWYD13VsQF5BGUt2HK/y/VKrnW15BfRJ09bP7W1sdhWdooC9anmFPAX4/5Of3h4yqkOSy8GxzWODiQw0ufgd0vYjhVX69wAYFEUWrpfL2XsSgXMVz+6AIoudPceLeOl3ba7kADw2oCmZiaE8OH0dt329iqdmbKD/2wt5cPpan28WG2Q28EC/1KrvFSpc3TrBM0G5WUp0IAHGqu+NJr1CSlSgByKqW5Ii/AkLqHoDplcEg1rFeSAi3yKTKg+5oWMS3ZtEYTYo+Bl0Z1auEsL9PByZ98pKCnO5wmexO0itF+yBiLyL3aGyYNsxKqcRVrvKL+u0ezRdr1M4VV5XV2p11iaW2hz8svYQ3+cc8HB0F++Wrg359IY29GkWTUZiKFdmxmOxq7w7L9fTobnFJc3rEeRnoPIOlEmvo1fTaM8EVYcIIXhneCb+xr8/lxThbLbbr7lcJfz/yO0/D9HrFD68rjVbDxewdn8+sSFmlu08wXvzc+nSeC/D2tb3dIhe5/qODfh66R6sdsc/etp0bxJFfKhMRgGqZFQVD/v2gs057T5W5HKGZonVzsRlezSxotM5JZLOKZFnvg4LMPLZX7vo0DCCS9PreTCymmc26Pjxjs48OWMD87bkgaoSFmDkdImNbUcKSYuTN1Du1qZBOAse7MF3qw9w4GQxTeoF8cbsbTw4fR3fjemE2cUui+QkkyoPS60XRGp5889OjSJZtz+fJ2dspHlcCOnxIR6OzrtEBZn4eWwXXv59M4u2H8PPoCO/2MqpEisOh4ri6kx2HaJTBF0aR/JX7rF/FKcrwjl7cuaGQ/RqGqO5mr1Sm91lPzOAEos22248fGlTVu4+wUPT19I8LpjEanoM+ap6IWY+ub7NmZPQx4ssDBi/iLsmZ/PT2C4EmuRHl7tFB5kZ06PRma/jQvy45atVvPjrZp4fnO7ByLybtt5dfZxOEYwfnklkgJHbJ66uE0fjz1diuD/vj2rN+mcuYcXjfXjuiuYs33WCSfJUCgAvXdmCiADjP2pSHCpsOnia+79ZS7fX5nHAxaqOL2scHeSyPtGgE1zeSptd1416hQkjslBVGDslR3MtJSoIIRBCEBlo4p0Rmew+XsQTP6yXbWc8oE9aDKO7NeTrZXs0XU5wsWRS5WUqjsYfOV3Kfd/4fqGtuw1rm0jXxpG88ttm9slideJD/Vj4UE9eGJJOZmLImYaKDpxF60cLLNz/zRpPhljjdIrgrWEZ+Bl0/5hYIIRzduRTMzYwd/MRzb2W6kf488pVLVmzL5/XZ231dDhu16FhBOP6NOHHNQf5ZtU+T4dTJz14SSpZ9UN55Lv17DpW5OlwvJJMqrxQZv0wnhqYxrwteby/QJvFqDVFCMErV7UE4JHv18k7WJw1KUMyE9h3sqTKPDW7qrJq90mKyrQ1P65bkyhm39uN27o15MqseHqlRmGxOfhk0U6+WrqHsVNyuPaz5Zpb0bmsZSzXdqjPRwt38tj36xj5yTLumpzNSo10W6/szp4pdEmJ5KkZG9lyWA6ir20GncK7I7PQ6wR3Tsqm1KrN7fWLIZMqL3VthyQGZ8Txxh/beOm3zdz4+QrunJzNktxjng7N68SH+vHYZc1YnHucKSvkHWyFcy3MaDH1TAz354FLmvLylS1Ysds57qni76DYYidnbz4/auA0YGUP9E3FqFeYvGIfS3Yc59d1h7j+sxX8b/EuT4dW4ypWJYP9DNw5KVtzNwe+ID7UjzeHtmLTodO88OsmVGDfiWLN1i+eL5lUeSkhBM9d0RyzXsfHC3eyYNtRfl13iP98uYq3/9jm6fC8zsh29enUKIKXftusuZqhCzWwZWyVAd4A6fHBmi70zdmbj6uy9RKrnR80mFT9uOYA4qw0WcX5s77y+xZNjnCKCjIxflgGO48Vcc/UHJ7+aSNjp2QzY80Bza1EeqteTWO4rVtDJi7by/ebCrjk7YVkPjeb53/ZpNkJDv+WTKq82KLtx1ErrSmUWO188OcOOTW8EiEEr17VEoeqcvfkHF76dRPP/LSRZTuP19ktwfv7ppIY7n+maL0iwdJ6rx+DTqnyuqngamCsr5u96Qhltqo/r0GnkLM3v/YDqgWdUiLp2yyGOZvz+GrJbn5ee4hHv1/P0I+WykHrtSQxzB9FwMz94kxvuMnL9/D2nLp906/d21UN+GPTYZfDVPWKYOnO41yREe+BqLxXYrg/PVKj+G39YbL3Ord/pq3cx2UtYxkY5eHgPCDE38Cscd34Y9MRNhw4RWK4H7+sO8SE+Tvo1TRGsy07MhJDMRt0FJb988PVoBOMaJfkoajcJyLAeGYm5tkcqkqIn/ZGEwEUW2ws3OacA6ieeczOlkMF/JB9gOHtZJ8/d/tw4Q4cKhgVqFgPLbE6+HzxLu7t06TOtrjR3m2bhoT5G3H1vBRCEGSW+XBleQWlzNl0BHC+0VZsg/y2/hBFZXXz7tWgUxjQIpaHLm3KiHZJvDsii3B/I3dMyua0BreGwFl38/mNbQk26wkw6TDrFRTh7Dgf4WL8hq+7vlMDl80YA0w6Vu4+wVdLd2tuZTtnbz56XdWPrxKrnZ/lcf9acbSgDID+Cf+88S+x2LHU4W1YmVR5seHt6rts1KhTnMWCp4q1+aF4of7cetT1G63FfmaMSV3nbNmRycH8Eh76VrunJVsmhLLi8T68dlUrnrw8jR/v7ExCmD93TMo582GgFW0bhPPQpamY9QpBJj1mg4IAjhZYeHXmFl76bTNdX5vPD9n7PR1qjfEz6qp97mq5XtCbNC/vbN8w+J/XIdTPwA/Z+zl0qm7Wtsqkyoul1gvi+SvSMRsUAk36M3ejhaV2rnx/CW1fmsPYKfJYawWjXnFZoAwggEJ5UgiA1knhPHxpU2ZuPMzni3d7Ohy3MRt0XNYyllHtk2iZEMqH17Ymv8TC2CnZ2DR2J31T52RWPtGH90Zl8cqVLdGXL1xZ7SqlVgdlNgcPf7ee44XaSCgzEkIJMrsa+guKEMzccFhz19jbPH5ZM5c1igWlVp77ZTM9/ruA9+bXvZZAMqnycte0SWT1E32ZMDKTu3uloBPOXkNFFjsWm4PZG4/w8HfrPB2mV+jVNNplGwEVOF5YRsazs7nkrYWs2Zdf26F5nVu6JtM3LYaXf9t8pv5M69Lignn5yhYs23mCV2du8XQ4NS7IbKBbkyi2HSnAVT5hsTsY8M4iTTTJVRTBFze3JSLASKBJh0nvvJ2yOeD3DYe575s1XPHeYoot8kbKXVonhfPNbR0JMhuICjKduaG1OpzbsGU2B+/O2866/fmeDLPWyaTKBwSY9PRIjeaPTUewV0oaymwOft9wWLP1MecjyGzg/Wuz8DPoCDDq/nEXtfqYwOZQ2XqkgJGfLHM5gLcuEULw+tWtiA01c9ekbNbsy2fayr38sekIFpt27/CHZCZwfcckPlm0S7OjNhzn2NLNO13GyE+WaaK7fNN6wSx/rDcTRmYRaPrnqlWxxU5uXiGfLNzpoejqhpYJoTSI8OfZQc3xN1Wt67PYHHyfrb02JucikyofcriaYlO9IjhZJOcEAvRMjWb54715cUgLRndtiKm8jcD8Q38/1a12BxOX7fFUiF4jxN/AhBGZHD5dypXvL+bpGRu5d1oOHV6ey9bDBZ4Oz22euCyN1klhPDR9HduOFFBisXOiyKKZ+rLLWsRh0lf9gAPnqu2JIgurNbI6qdcpNIoKpMjFilSZzcGPa7SZOHsbi82Bq5ePQ6XOlafIpMqHtGkQ5vI0oF4RxIX61X5AXirYbGBwZjxNY4MxlH+4JAT8/X2rXWXbEe0mDedj74kSdIpwvvnZHBSWOROMW75cqZkkozKjXuH9UVn4GXUMeX8xLZ+ZRfuX5tDttfks1sDEghYJIdzQKcnlewU4Vym1VKyvU4TLD/SK70nu17VxpMumn2a9wmUttTnUvDoyqfIh9/VNxd+oRyf++UbRP70eBhen3uq6ZrHBZzosD0z8+27JpBO0TgrzVFheZdLyvVgr7ykDx4ssbNHwalVMsJm4ED+KyuxYHSpWu8q+kyXc8uUqTSTcj/Rvxp09U9C7SCrKbHbiw7Rzejgu1I/kyAAqvS2iV2B420TPBFXHRASaeOKyZpj1Cmd/FOl1CpmJoR6LyxPk2VMfkhwZwC9ju/D2nG2s2nOSmGAThaV2flxzkA4NI9l2pACdIhiUEUeTmCBPh+txyZEB9GoazfyteZzdnshiV3lt5lY++2sXt3VvxC1dkhGV35HriOqW5h0OlV/XHcTPoKNBZIDLX+PL9hwvcpk8VQxh/u/VrTwQVc26o0cKv64/xIGTJZSdXSenwtAPl6Kq0KFhOG8PzyQ8wOi5QGvAe6OyGPrhUkptdqw2FbtDxeZQsdkdPP/LJqx2B5e1iKVdcnidfa2723UdG9ChYQTf5xyg2GIjIdSPl37fwtUfLuVUsQUHcHnLOO7u05hgFyc3tUJ42xK/EOJSYDygAz5VVfWV6n5tmzZt1FWrVrktlgULFtCjRw+3/f9rwrHCMrq/Np/i8mGWinA2fLyvXxNGd2vk4eg8z2p38MGCHRiPbuGdTYYzf08V/Aw6bumazP39Uj0UoWf9769dvDpri8vO/Wa9QEUwrG0izw5q7hUfRjX1mlyce4zbJ66moLRqLU7r+mF8d0eni/4zvEFBqZUvl+zm1/WHMOgUNhw49Y8TsnpFkFoviF/Gdqn161vT769lNjtzN+dx+FQp6fHB3D1lDYdPl545lWY26hiSEc+LQ9K94rmsFdVdR1VV6fLq/H/MYjXqBPUjAvj9nq4+vbsihFitqmobV9/zqp9KCKED3gP6A2nACCFEmmej8m6HT5VitTvOdBC3l9fGvDF7mxwsjDPBvLt3Y5rWC6KNiy2/EqudTxftqnPFlBVGtK9P03pB+BurFjaX2lTKbA6mr97P7PJO9VrRJCbon6s35Qw6QZsG2tkaDjIbuKtXY36/pxuZiaFV+rjZHCq7jhWx8eBpj8RXk0x6HQNaxHJzl2TiQv04UeSsGzszXcHiHKidI1uq1IpVe06euQYVLHaVQ/klzN6orfeTs3lVUgW0A3JVVd2pqqoFmApc4eGYvNrMDYewuSgQFALmbtbuE/dCbK2mVkYI51Hzushs0DH99k68fk0r+qXFYHBRg1NssTN5+V4PROc+UUEmhrVJxO+s8S6KAH+jnpu7JHswMvfZdby4SksWAJ0QHDqlrTE287ceRXGxGlVqtTNrw2EPRFT3rNt/ymW/tCKLXdO98bwtqYoH9p319f7yx6Rq6HWKyzcPgTz5UllKdKDLx1UVooNNtRyN99CXzwe8pWtDTC5myIHzLl9rnh3UnIcvTaV+uD+hfgb6p8fy811diAk2ezo0t+jYMByzi7FXFrvjzMgRrTDpFJcDfXWKcNkFXKp58aF+GPRVr4GfQUeDCH8PRFQ7vKqmSghxDXCJqqq3lH99HdBOVdWxZ/2a0cBogJiYmNZTp051WzyFhYUEBrr+IPYWZTYHuXmFVRr+KcJZK+Hq9E9dVFhYiGL0Y9exon/8XSlCEBFopJ5GP0jPhwpsPngau4vnUmyI2SuKmX3hNemt7A6V7XmF2OwqKs5rrAhBqL+BeA+0ZHHntbQ7VLYcLnD5vtg4OtDlTFXpwlR3HVVg6+ECbOXlKRV05XV8lU+x+5KePXtWW1Plbaf/9gNnn4FNAP7RvU1V1Y+Bj8FZqO7OQnJfKFQHOLh4F6/8vgUhQCBwqCr/vbolfTLkIl+Fimu5aPtRnvt5E9vzCgn1N3Bbt4YM7dbI5V1tXWTbdISxU7Kxl7cZ8DfqaB4XzKShHbzig8hXXpPeqkVBKePnbGfO5iMEmfXc1CmZEe3qe+T57+5rad94mLun5qATwllv6lB5cmAa/Tokue3PrIvOdR1TThQzbuoa1h3IRwCNogN5a1gGTetpa2X0bN6WVK0EGgshkoEDwHBgpGdD8n43dU7m0vR6zN2ch14R9E2LISKw7m5nnUvXxlH8cV93VFWVJ4Bc6JsWw+xx3fl29T6OFVrokRpF76bR6H34pI70t+ggMy8OacGLQ1p4OhS369e8Hise78P8LXlY7So9UqOIlO+LtSox3J/v7uhEfrE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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, figsize=(10,10))\n", "\n", "interfaces.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "interfaces_coords.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "orientations.plot(ax=ax, color='red', aspect='equal')\n", "plt.grid()\n", "plt.xlabel('X [m]')\n", "plt.ylabel('Y [m]')" ] }, { "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": 21, "id": "governing-brazilian", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:24.573224Z", "start_time": "2022-04-13T06:25:23.720177Z" } }, "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": 22, "id": "binding-fishing", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:25.222313Z", "start_time": "2022-04-13T06:25:24.577234Z" } }, "outputs": [ { "data": { "text/plain": [ "Model28 2022-04-13 08:25" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model = gp.create_model('Model28')\n", "geo_model" ] }, { "cell_type": "markdown", "id": "stopped-poster", "metadata": {}, "source": [ "### Initiate Data" ] }, { "cell_type": "code", "execution_count": 23, "id": "assisted-nothing", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:25.333535Z", "start_time": "2022-04-13T06:25:25.224313Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Active grids: ['regular']\n" ] }, { "data": { "text/plain": [ "Model28 2022-04-13 08:25" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.init_data(geo_model, [0,865,0,867,0,500], [50,50,50],\n", " surface_points_df = interfaces_coords[interfaces_coords['Z']!=0].sample(n=75, random_state=1),\n", " orientations_df = orientations,\n", " default_values=True)" ] }, { "cell_type": "markdown", "id": "integrated-pension", "metadata": {}, "source": [ "### Model Surfaces" ] }, { "cell_type": "code", "execution_count": 24, "id": "cutting-energy", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:25.395658Z", "start_time": "2022-04-13T06:25:25.335535Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id
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" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Layer1 Default series 1 #015482 1" ] }, "execution_count": 24, "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": 25, "id": "formed-thought", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:25.490266Z", "start_time": "2022-04-13T06:25:25.397653Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id
0Layer1Strata11#0154821
1BasementStrata12#9f00522
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Layer1 Strata1 1 #015482 1\n", "1 Basement Strata1 2 #9f0052 2" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.map_stack_to_surfaces(geo_model,\n", " {\n", " 'Strata1': ('Layer1'),\n", " },\n", " remove_unused_series=True)\n", "geo_model.add_surfaces('Basement')" ] }, { "cell_type": "markdown", "id": "subtle-techno", "metadata": {}, "source": [ "### Showing the Number of Data Points" ] }, { "cell_type": "code", "execution_count": 26, "id": "forty-treaty", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:25.522279Z", "start_time": "2022-04-13T06:25:25.493272Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id No. of Interfaces No. of Orientations
0Layer1Strata11#01548217512
1BasementStrata12#9f0052200
" ], "text/plain": [ " surface series order_surfaces color id No. of Interfaces No. of Orientations\n", "0 Layer1 Strata1 1 #015482 1 75 12\n", "1 Basement Strata1 2 #9f0052 2 0 0" ] }, "execution_count": 26, "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": 27, "id": "subsequent-technique", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:25.631923Z", "start_time": "2022-04-13T06:25:25.524280Z" } }, "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([[ 8.65 , 8.67 , 5. ],\n", " [ 8.65 , 8.67 , 15. ],\n", " [ 8.65 , 8.67 , 25. ],\n", " ...,\n", " [862.5 , 854.54310345, 363.79455566],\n", " [862.5 , 859.52586207, 364.32107544],\n", " [862.5 , 864.50862069, 364.75622559]])" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.set_topography(\n", " source='gdal', filepath=file_path + 'raster28.tif')" ] }, { "cell_type": "markdown", "id": "delayed-alberta", "metadata": {}, "source": [ "### Defining Custom Section" ] }, { "cell_type": "code", "execution_count": 28, "id": "bigger-consciousness", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:25.726517Z", "start_time": "2022-04-13T06:25:25.633911Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Active grids: ['regular' 'topography' 'sections']\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
startstopresolutiondist
Section1[1.593210345965275, 388.4453900184363][852.4277356922321, 865.9286460336549][100, 80]975.66
" ], "text/plain": [ " start stop resolution dist\n", "Section1 [1.593210345965275, 388.4453900184363] [852.4277356922321, 865.9286460336549] [100, 80] 975.66" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "custom_section = gpd.read_file(file_path + 'customsections28.shp')\n", "custom_section_dict = gg.utils.to_section_dict(custom_section, section_column='section')\n", "geo_model.set_section_grid(custom_section_dict)" ] }, { "cell_type": "code", "execution_count": 29, "id": "valuable-turkish", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:25.901599Z", "start_time": "2022-04-13T06:25:25.728505Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gp.plot.plot_section_traces(geo_model)" ] }, { "cell_type": "markdown", "id": "extreme-drink", "metadata": {}, "source": [ "### Plotting Input Data" ] }, { "cell_type": "code", "execution_count": 30, "id": "conservative-philip", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:26.108650Z", "start_time": "2022-04-13T06:25:25.903592Z" } }, "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": "2022-04-13T06:25:26.484924Z", "start_time": "2022-04-13T06:25:26.109641Z" } }, "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": "2022-04-13T06:25:28.703838Z", "start_time": "2022-04-13T06:25:26.486926Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Compiling theano function...\n", "Level of Optimization: fast_compile\n", "Device: cpu\n", "Precision: float64\n", "Number of faults: 0\n", "Compilation Done!\n", "Kriging values: \n", " values\n", "range 1322.84\n", "$C_o$ 41664.62\n", "drift equations [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": "2022-04-13T06:25:33.947514Z", "start_time": "2022-04-13T06:25:28.705858Z" } }, "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": "intensive-portal", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:34.281241Z", "start_time": "2022-04-13T06:25:33.949509Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gp.plot_2d(geo_model, section_names=['Section1'], show_topography=True, show_data=False)" ] }, { "cell_type": "code", "execution_count": 35, "id": "champion-collectible", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:35.007413Z", "start_time": "2022-04-13T06:25:34.283229Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 35, "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=[25,40,25,40], show_topography=True, show_data=False)" ] }, { "cell_type": "markdown", "id": "intimate-connectivity", "metadata": {}, "source": [ "### Plotting 3D Model" ] }, { "cell_type": "code", "execution_count": 36, "id": "developing-comparison", "metadata": { "ExecuteTime": { "end_time": "2022-04-13T06:25:35.386411Z", "start_time": "2022-04-13T06:25:35.009401Z" } }, "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=False,\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 }