diff --git a/examples/ADCP_Delft3D_TRTS_2021_2023_all_transects.ipynb b/examples/ADCP_Delft3D_TRTS_2021_2023_all_transects.ipynb new file mode 100644 index 00000000..360a5351 --- /dev/null +++ b/examples/ADCP_Delft3D_TRTS_2021_2023_all_transects.ipynb @@ -0,0 +1,16 @@ +{ + "cells": [], + "metadata": { + "kernelspec": { + "display_name": "base", + "language": "python", + "name": "python3" + }, + "language_info": { + "name": "python", + "version": "3.12.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/grid_convergence.ipynb b/examples/grid_convergence.ipynb new file mode 100644 index 00000000..9432cbfe --- /dev/null +++ b/examples/grid_convergence.ipynb @@ -0,0 +1,1317 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "8a52864e", + "metadata": {}, + "source": [ + "# Convergence for the TRTS \n", + "This is an example of a grid conergence study using a Delft3d case on the Tanana River Test Site (TRTS) located in Nenana, Alaska. In the figure shown bellow is the arial veiw of the test site with the river entering from the bottom of the image and exiting at the top. THe TRTS is used as a test deploment location for Current Energy Converters (CECs). The figure shows an example of a set of transects taken to survey the test site. This particular set of trasects was taken without a CEC in the water, however, a similar patern of trasects would be used if a CEC was operating. This experimental data is used as a comparison for the Delft3D model. Befor comparing to experimental data a grid convergence study is done on the DElft3D modle. The IEC 62600-301 specifies that the grid should be refined so the Grid convergence Idex (GCI) is less than 6% for water level and depth-averaged current speed. The TRTS Delft3D grid used a retagular grid squar grid cells. This example will plot the depth-averaged current speed and water level for the TRTS model with a 8m, 4m, 2m and 1m grid cell edge length.\n", + "\n", + " \n", + "\n", + "First the Delft3d moduel for MHKiT is imported along with sevreal other python packages. " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "1bdeb6cd", + "metadata": {}, + "outputs": [], + "source": [ + "import scipy.interpolate as interp\n", + "import matplotlib.pyplot as plt\n", + "from mhkit.river.io import d3d\n", + "import geopandas as gpd\n", + "import pandas as pd\n", + "import numpy as np\n", + "import pygeoops\n", + "import netCDF4\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "32f2da89", + "metadata": {}, + "source": [ + "# Points for Convergence Comparisons " + ] + }, + { + "cell_type": "markdown", + "id": "bc08034f", + "metadata": {}, + "source": [ + "### Load River Shape \n", + "\n", + "Load the shape of the river to calculate the centerline points. The shape of the river was found by doing a bathimetric survey." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "af932c27", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "# Load the shapefile\n", + "combined_geometry = gpd.read_file('combined_geometry.shp')\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "688329f3", + "metadata": {}, + "source": [ + "#### Centerline Points \n", + "Use pygeoops to find the centeline shape. Then the shape is used to find 100 points on the cneterline." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "f1c54ad4", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\ashly\\AppData\\Local\\Temp\\ipykernel_25976\\1886639100.py:2: DeprecationWarning: The 'unary_union' attribute is deprecated, use the 'union_all()' method instead.\n", + " river =combined_geometry.geometry.unary_union\n", + "C:\\Users\\ashly\\AppData\\Local\\Temp\\ipykernel_25976\\1886639100.py:19: UserWarning: Legend does not support handles for PatchCollection instances.\n", + "See: https://matplotlib.org/stable/tutorials/intermediate/legend_guide.html#implementing-a-custom-legend-handler\n", + " ax.legend()\n" + ] + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Calculate the centerline using pygeoops\n", + "river =combined_geometry.geometry.unary_union\n", + "centerline_py= pygeoops.centerline(river)\n", + "\n", + "\n", + "# Plot the combined geometry and centerline\n", + "fig, ax = plt.subplots(figsize=(10, 6))\n", + "\n", + "# Plot the shape\n", + "combined_geometry.plot(ax=ax, color='lightblue', edgecolor='black', alpha=0.5, label='River Shape')\n", + "\n", + "# Plot the centerline\n", + "x, y = centerline_py.xy\n", + "ax.plot(x, y, color='red', linewidth=2, label='Centerline')\n", + "\n", + "# Add labels and legend\n", + "ax.set_xlabel('UTM x')\n", + "ax.set_ylabel('UTM y')\n", + "ax.legend()\n", + "plt.xticks(rotation=45)\n", + "plt.title('Centerline with River Shape')\n", + "plt.grid(True)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "ff984de5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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100 rows × 2 columns

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" + ], + "text/plain": [ + " x y\n", + "0 400929.336889 7.161512e+06\n", + "1 400930.988201 7.161505e+06\n", + "2 400932.639512 7.161499e+06\n", + "3 400934.290824 7.161493e+06\n", + "4 400935.942135 7.161487e+06\n", + ".. ... ...\n", + "95 401086.211476 7.160921e+06\n", + "96 401087.862788 7.160915e+06\n", + "97 401089.514099 7.160909e+06\n", + "98 401091.165411 7.160902e+06\n", + "99 401092.816722 7.160896e+06\n", + "\n", + "[100 rows x 2 columns]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Get the total length of the centerline\n", + "centerline_length = centerline_py.length\n", + "\n", + "# Generate 100 evenly spaced points along the centerline\n", + "points_on_centerline = [centerline_py.interpolate(distance) for distance in np.linspace(0, centerline_length, 100)]\n", + "\n", + "# Convert the points to a list of coordinates\n", + "points_coordinates = [(point.x, point.y) for point in points_on_centerline]\n", + "\n", + "# Display the first 100 points\n", + "# Create a dataframe of points_on_centerline with variables x and y\n", + "centerline_points = pd.DataFrame(points_coordinates, columns=['x', 'y'])\n", + "centerline_points" + ] + }, + { + "cell_type": "markdown", + "id": "0a8028a1", + "metadata": {}, + "source": [ + "# Grid Convergence \n", + "\n", + "The TRTS Delft3D grid used a rectangular grid square grid cells. This example will plot the depth-averaged current speed and water level for the TRTS model with a 8m, 4m, 2m and 1m grid cell edge length.\n" + ] + }, + { + "cell_type": "markdown", + "id": "5a153432", + "metadata": {}, + "source": [ + "### Load Delft3d Data\n", + "\n", + "Load the Delft3D model output for all the grid lenghs: 8m, 4m, 2m, and 1m. \n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "be06f1b2", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the NetCDF file\n", + "dataset_8m_raw = netCDF4.Dataset(\"data/river/d3d/convergence/grid/FlowFM_map_8m.nc\") #FlowFM_8m_map.nc # test was run on th HPC cluster\n", + "## Test xarray input #dataset_8m_xr = xr.open_dataset('FlowFM_8m_map.nc')\n", + "dataset_4m_raw = netCDF4.Dataset('data/river/d3d/convergence/grid/FlowFM_4m_map.nc')\n", + "#dataset_2m_raw = netCDF4.Dataset('data/river/d3d/convergence/grid/FlowFM_map_2m.nc')\n", + "dataset_1m_raw = netCDF4.Dataset('data/river/d3d/convergence/grid/FlowFM_1m_map.nc')" + ] + }, + { + "cell_type": "markdown", + "id": "343f0251", + "metadata": {}, + "source": [ + "## Depth Averaged Current Speed\n", + "\n", + "The MHKiT Delft3D (D3D) function `get_all_data_points` is used to import the variable `mesh2d_ucmaga` which is the Flow element center depth-averaged velocity magnitude. The `get_all_data_points` function outputs the coresponding x and y cordinates along with the water depth, water level and time step. The time step defalts to -1 or the last time step in the simulation. The datafram for the 8m grid length resolution is shown." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "ff69cb2f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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xywaterdepthwaterlevelmesh2d_ucmagatime
index
0400993.3706907.160784e+060.0124.6293130.086400.0
1401000.8882317.160787e+060.0124.6019290.086400.0
2400990.6345297.160792e+060.0124.6293130.086400.0
3401008.4057727.160790e+060.0124.5579830.086400.0
4400998.1520707.160795e+060.0124.6554200.086400.0
.....................
102815401116.8299707.161638e+060.0121.4688270.086400.0
102816401106.5762687.161643e+060.0120.6261440.086400.0
102817401124.3475117.161641e+060.0122.3979650.086400.0
102818401114.0938097.161646e+060.0121.4688270.086400.0
102819401121.6113507.161648e+060.0122.5300910.086400.0
\n", + "

102820 rows × 6 columns

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" + ], + "text/plain": [ + " x y waterdepth waterlevel mesh2d_ucmaga \\\n", + "index \n", + "0 400993.370690 7.160784e+06 0.0 124.629313 0.0 \n", + "1 401000.888231 7.160787e+06 0.0 124.601929 0.0 \n", + "2 400990.634529 7.160792e+06 0.0 124.629313 0.0 \n", + "3 401008.405772 7.160790e+06 0.0 124.557983 0.0 \n", + "4 400998.152070 7.160795e+06 0.0 124.655420 0.0 \n", + "... ... ... ... ... ... \n", + "102815 401116.829970 7.161638e+06 0.0 121.468827 0.0 \n", + "102816 401106.576268 7.161643e+06 0.0 120.626144 0.0 \n", + "102817 401124.347511 7.161641e+06 0.0 122.397965 0.0 \n", + "102818 401114.093809 7.161646e+06 0.0 121.468827 0.0 \n", + "102819 401121.611350 7.161648e+06 0.0 122.530091 0.0 \n", + "\n", + " time \n", + "index \n", + "0 86400.0 \n", + "1 86400.0 \n", + "2 86400.0 \n", + "3 86400.0 \n", + "4 86400.0 \n", + "... ... \n", + "102815 86400.0 \n", + "102816 86400.0 \n", + "102817 86400.0 \n", + "102818 86400.0 \n", + "102819 86400.0 \n", + "\n", + "[102820 rows x 6 columns]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "variable=\"mesh2d_ucmaga\"\n", + "dataset_8m =d3d.get_all_data_points(dataset_8m_raw, variable)\n", + "dataset_4m =d3d.get_all_data_points(dataset_4m_raw, variable)\n", + "#dataset_2m =d3d.get_all_data_points(dataset_2m_raw, variable)\n", + "dataset_1m =d3d.get_all_data_points(dataset_1m_raw, variable)\n", + "dataset_8m" + ] + }, + { + "cell_type": "markdown", + "id": "0d519280", + "metadata": {}, + "source": [ + "### Interpolate Velocity onto Centerline \n", + "\n", + "Scipy's interp griddata is used to interpolate the velocity data onto the centerline points. A for loop is used to iterate over the 4 grid resolutions. " + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "bd1d76bf", + "metadata": {}, + "outputs": [], + "source": [ + "grid_resolutions = ['8m' ,'4m']# '1m']# '2m', '1m']\n", + "center_line_velocity = {}\n", + "\n", + "for resolution in grid_resolutions:\n", + " dataset = globals()[f'dataset_{resolution}']\n", + " center_line_velocity[resolution] = interp.griddata(\n", + " dataset[[\"x\", \"y\"]],\n", + " dataset[variable],\n", + " centerline_points[[\"x\", \"y\"]]\n", + " )\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "c4ea6a28", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + " 'Legend'>" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Plot Depth Averaged Velocity over Centerline\n", + "plt.figure(figsize=(10, 6))\n", + "plt.plot(centerline_points.x, center_line_velocity['8m'], marker='o', linestyle='-', color='b',label=\"8m_grid\")\n", + "plt.plot(centerline_points.x, center_line_velocity['4m'], marker='o', linestyle='-', color='r',label=\"4m_grid\")\n", + "#plt.plot(centerline_points.x, center_line_velocity['2m'], marker='o', linestyle='-', color='g',label=\"2m_grid\")\n", + "#plt.plot(centerline_points.x, center_line_velocity['1m'], marker='o', linestyle='-', color='m',label=\"1m_grid\")\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Depth Averaged Velocity (m/s)')\n", + "plt.grid(True)\n", + "plt.show()\n", + "plt.legend" + ] + }, + { + "cell_type": "markdown", + "id": "cb58926f", + "metadata": {}, + "source": [ + "## Waterlevel\n", + "\n", + "The waterlevel data was already obtrained from the depth averaged velocity dataframe. The same for loop process is used to interpolate all 4 grid sizes onto the centerline poins.The results are then ploted. " + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "ad2a1d78", + "metadata": {}, + "outputs": [], + "source": [ + "grid_resolutions = ['8m', '4m', '1m']# '2m', '1m']\n", + "center_line_waterlevel = {}\n", + "\n", + "for resolution in grid_resolutions:\n", + " dataset = globals()[f'dataset_{resolution}']\n", + " center_line_waterlevel[resolution] = interp.griddata(\n", + " dataset[[\"x\", \"y\"]],\n", + " dataset[\"waterlevel\"],\n", + " centerline_points[[\"x\", \"y\"]],\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "6b0e39ed", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "plt.plot(centerline_points.x, center_line_waterlevel['8m'], marker='o', linestyle='-', color='b', label=\"8m_grid\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['4m'], marker='o', linestyle='-', color='r', label=\"4m_grid\")\n", + "#plt.plot(centerline_points.x, center_line_waterlevel['2m'], marker='o', linestyle='-', color='g', label=\"2m_grid\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['1m'], marker='o', linestyle='-', color='m', label=\"1m_grid\")\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Water Level')\n", + "plt.grid(True)\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "30bba60f", + "metadata": {}, + "outputs": [ + { + "ename": "KeyError", + "evalue": "'1m'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[11], line 35\u001b[0m\n\u001b[0;32m 33\u001b[0m gci_velocity_results \u001b[38;5;241m=\u001b[39m {}\n\u001b[0;32m 34\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(\u001b[38;5;28mlen\u001b[39m(grid_resolutions) \u001b[38;5;241m-\u001b[39m \u001b[38;5;241m1\u001b[39m):\n\u001b[1;32m---> 35\u001b[0m fine \u001b[38;5;241m=\u001b[39m \u001b[43mcenter_line_velocity\u001b[49m\u001b[43m[\u001b[49m\u001b[43mgrid_resolutions\u001b[49m\u001b[43m[\u001b[49m\u001b[43mi\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m]\u001b[49m\n\u001b[0;32m 36\u001b[0m coarse \u001b[38;5;241m=\u001b[39m center_line_velocity[grid_resolutions[i]]\n\u001b[0;32m 37\u001b[0m refinement_ratio \u001b[38;5;241m=\u001b[39m refinement_ratios[i]\n", + "\u001b[1;31mKeyError\u001b[0m: '1m'" + ] + } + ], + "source": [ + "def calculate_grid_convergence_index(fine_grid, coarse_grid, refinement_ratio,factor_of_safety=1.25, order=2):\n", + " \"\"\"\n", + " Calculate the Grid Convergence Index (GCI) between two grid sizes. https://www.grc.nasa.gov/WWW/wind/valid/tutorial/spatconv.html\n", + "\n", + " Parameters\n", + " ----------\n", + " fine_grid: numpy.ndarray\n", + " Results from the finer grid.\n", + " coarse_grid: numpy.ndarray\n", + " Results from the coarser grid.\n", + " refinement_ratio: float \n", + " Refinement ratio between the grids.\n", + " order: int\n", + " Order of accuracy (default is 2).\n", + "\n", + " Returns\n", + " -------\n", + " gci: float\n", + " Grid Convergence Index (GCI).\n", + " \"\"\"\n", + " # Calculate the approximate relative error\n", + " error = np.abs((fine_grid - coarse_grid) / fine_grid)\n", + "\n", + " # Calculate the GCI\n", + " gci = (factor_of_safety * error) / (refinement_ratio**order - 1)\n", + " return gci\n", + "\n", + "# Example usage\n", + "# Assuming `center_line_velocity` contains velocity data for different grid resolutions\n", + "grid_resolutions = ['8m', '4m', '1m']# '2m', '1m']\n", + "refinement_ratios = [2, 2, 2] # Refinement ratio between consecutive grids\n", + "\n", + "gci_velocity_results = {}\n", + "for i in range(len(grid_resolutions) - 1):\n", + " fine = center_line_velocity[grid_resolutions[i + 1]]\n", + " coarse = center_line_velocity[grid_resolutions[i]]\n", + " refinement_ratio = refinement_ratios[i]\n", + " gci_velocity_results[f\"{grid_resolutions[i]}-{grid_resolutions[i + 1]}\"] = calculate_grid_convergence_index(\n", + " fine, coarse, refinement_ratio\n", + " )\n", + "\n", + "gci_water_level_results = {}\n", + "for i in range(len(grid_resolutions) - 1):\n", + " fine = center_line_waterlevel[grid_resolutions[i + 1]]\n", + " coarse = center_line_waterlevel[grid_resolutions[i]]\n", + " refinement_ratio = refinement_ratios[i]\n", + " gci_water_level_results[f\"{grid_resolutions[i]}-{grid_resolutions[i + 1]}\"] = calculate_grid_convergence_index(\n", + " fine, coarse, refinement_ratio\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "cdfbca90", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot GCI results for velocity and water level\n", + "plt.figure(figsize=(12, 6))\n", + "\n", + "# Plot GCI for velocity\n", + "plt.plot(centerline_points.x, gci_velocity_results['8m-4m'], marker='o', linestyle='-', color='b', label='GCI Velocity (8m-4m)')\n", + "#plt.plot(centerline_points.x, gci_velocity_results['4m-2m'], marker='o', linestyle='-', color='r', label='GCI Velocity (4m-2m)')\n", + "#plt.plot(centerline_points.x, gci_velocity_results['2m-1m'], marker='o', linestyle='-', color='g', label='GCI Velocity (2m-1m)')\n", + "\n", + "\n", + "# Add labels, legend, and grid\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Grid Convergence Index (GCI)')\n", + "plt.title('Grid Convergence Index for Velocity')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "\n", + "# Show the plot\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "6a388bd7", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'gci_water_level_results' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[13], line 6\u001b[0m\n\u001b[0;32m 2\u001b[0m plt\u001b[38;5;241m.\u001b[39mfigure(figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m12\u001b[39m, \u001b[38;5;241m6\u001b[39m))\n\u001b[0;32m 5\u001b[0m \u001b[38;5;66;03m# Plot GCI for water level\u001b[39;00m\n\u001b[1;32m----> 6\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, \u001b[43mgci_water_level_results\u001b[49m[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m8m-4m\u001b[39m\u001b[38;5;124m'\u001b[39m], marker\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mo\u001b[39m\u001b[38;5;124m'\u001b[39m, linestyle\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m-\u001b[39m\u001b[38;5;124m'\u001b[39m, color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m'\u001b[39m, label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mGCI Water Level (8m-4m)\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m 8\u001b[0m \u001b[38;5;66;03m# Add labels, legend, and grid\u001b[39;00m\n\u001b[0;32m 9\u001b[0m plt\u001b[38;5;241m.\u001b[39mxlabel(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mUTM x\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", + "\u001b[1;31mNameError\u001b[0m: name 'gci_water_level_results' is not defined" + ] + }, + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot GCI results for velocity and water level\n", + "plt.figure(figsize=(12, 6))\n", + "\n", + "\n", + "# Plot GCI for water level\n", + "plt.plot(centerline_points.x, gci_water_level_results['8m-4m'], marker='o', linestyle='-', color='b', label='GCI Water Level (8m-4m)')\n", + "\n", + "# Add labels, legend, and grid\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Grid Convergence Index (GCI)')\n", + "#plt.title('Grid Convergence Index for Water Level')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "\n", + "# Show the plot\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "3fc0429e", + "metadata": {}, + "source": [ + "# Layer Convergence\n", + "This Delft3D grid utalizes sigma layers that mantian a constant number of layers through the variable depths of the river [D3D tecnicl refence manual]. This convergence study will ensure that the water level and depth averaged velocity have a GCI less than 6%. THe number of layers tested are 5, 10, 15, and 20. " + ] + }, + { + "cell_type": "markdown", + "id": "93ffa680", + "metadata": {}, + "source": [ + "## Imort Data" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "e936e92a", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the NetCDF file\n", + "dataset_20layers_raw = netCDF4.Dataset(\"data/river/d3d/convergence/layers/FlowFM_20layers_map.nc\")\n", + "dataset_15layers_raw = netCDF4.Dataset('data/river/d3d/convergence/layers/FlowFM_15layers_map.nc')\n", + "dataset_10layers_raw = netCDF4.Dataset('data/river/d3d/convergence/layers/FlowFM_10layers_map.nc')\n", + "dataset_5layers_raw = netCDF4.Dataset('data/river/d3d/convergence/layers/FlowFM_5layers_map.nc')" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "d7e534fd", + "metadata": {}, + "outputs": [], + "source": [ + "variable=\"mesh2d_ucmaga\"\n", + "dataset_20layers =d3d.get_all_data_points(dataset_20layers_raw, variable)\n", + "dataset_15layers =d3d.get_all_data_points(dataset_15layers_raw, variable)\n", + "dataset_10layers =d3d.get_all_data_points(dataset_10layers_raw, variable)\n", + "dataset_5layers =d3d.get_all_data_points(dataset_5layers_raw, variable)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "63584146", + "metadata": {}, + "outputs": [], + "source": [ + "layer_resolutions = ['20layers' ,'15layers', '10layers', '5layers']\n", + "center_line_velocity = {}\n", + "\n", + "for resolution in layer_resolutions:\n", + " dataset = globals()[f'dataset_{resolution}']\n", + " center_line_velocity[resolution] = interp.griddata(\n", + " dataset[[\"x\", \"y\"]],\n", + " dataset[variable],\n", + " centerline_points[[\"x\", \"y\"]]\n", + " )\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "c63872aa", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + " 'Legend'>" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Plot Depth Averaged Velocity over Centerline\n", + "plt.figure(figsize=(10, 6))\n", + "plt.plot(centerline_points.x, center_line_velocity['20layers'], marker='o', linestyle='-', color='b',label=\"20 layers\")\n", + "plt.plot(centerline_points.x, center_line_velocity['15layers'], marker='o', linestyle='-', color='r',label=\"15 layers\")\n", + "plt.plot(centerline_points.x, center_line_velocity['10layers'], marker='o', linestyle='-', color='g',label=\"10 layers\")\n", + "plt.plot(centerline_points.x, center_line_velocity['5layers'], marker='o', linestyle='-', color='m',label=\"5 layers\")\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Depth Averaged Velocity (m/s)')\n", + "plt.grid(True)\n", + "plt.show()\n", + "plt.legend" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "12dd1967", + "metadata": {}, + "outputs": [], + "source": [ + "grid_resolutions = ['20layers', '15layers', '10layers', '5layers']\n", + "center_line_waterlevel = {}\n", + "\n", + "for resolution in grid_resolutions:\n", + " dataset = globals()[f'dataset_{resolution}']\n", + " center_line_waterlevel[resolution] = interp.griddata(\n", + " dataset[[\"x\", \"y\"]],\n", + " dataset[\"waterlevel\"],\n", + " centerline_points[[\"x\", \"y\"]],\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "b762ef5e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "plt.plot(centerline_points.x, center_line_waterlevel['20layers'], marker='o', linestyle='-', color='b', label=\"20 layers\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['15layers'], marker='o', linestyle='-', color='r', label=\"15 layers\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['10layers'], marker='o', linestyle='-', color='g', label=\"10 layers\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['5layers'], marker='o', linestyle='-', color='m', label=\"5 layers\")\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Water Level')\n", + "plt.grid(True)\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "b928a4c8", + "metadata": {}, + "outputs": [], + "source": [ + "# Example usage\n", + "# Assuming `center_line_velocity` contains velocity data for different grid resolutions\n", + "grid_resolutions = ['20layers', '15layers', '10layers', '5layers']\n", + "refinement_ratios = [2, 2, 2] # Refinement ratio between consecutive grids\n", + "\n", + "gci_velocity_results = {}\n", + "for i in range(len(grid_resolutions) - 1):\n", + " fine = center_line_velocity[grid_resolutions[i + 1]]\n", + " coarse = center_line_velocity[grid_resolutions[i]]\n", + " refinement_ratio = refinement_ratios[i]\n", + " gci_velocity_results[f\"{grid_resolutions[i]}-{grid_resolutions[i + 1]}\"] = calculate_grid_convergence_index(\n", + " fine, coarse, refinement_ratio\n", + " )\n", + "\n", + "gci_water_level_results = {}\n", + "for i in range(len(grid_resolutions) - 1):\n", + " fine = center_line_waterlevel[grid_resolutions[i + 1]]\n", + " coarse = center_line_waterlevel[grid_resolutions[i]]\n", + " refinement_ratio = refinement_ratios[i]\n", + " gci_water_level_results[f\"{grid_resolutions[i]}-{grid_resolutions[i + 1]}\"] = calculate_grid_convergence_index(\n", + " fine, coarse, refinement_ratio\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "add74922", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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eS3zs8t28i4uLkZiYCHd39/e4AmD48OH4/PPPuWESDx48wDfffCNRp2XLlsjLy3vvc5iYmEBTUxOPHj2SKnt3W8uWLcEYg52dXa3dMLZs2RL//vsvSkpKKlxqtGXLljhz5gx69+5dowTJ+7CxscHdu3fBGJPoxfDu+6hly5YAynq+yNMWmzZtwunTp7F8+XL88MMP+Pzzz/H777+/d4zimAYMGCBRlpCQwJXXhL+/PxYuXIjbt28jIiICjo6O6Nq1K1f+vu/D5s2bQ1tbW+bn8v79+1BRUeFWkmnZsqXMpGRVKhvq0KxZM3z44YfYs2cP/P39cfHiRYSGhlb7HIQQQt4PzcFACCGkVgQHB0NbWxufffYZMjMzpcrf51vk8oYMGYLS0lJs3LiR2yYUCrF27Vq59p86dSrMzc3x5Zdf4sGDB1Llz58/x7JlywAA7u7uUFdXx5o1ayTi/u2335CdnY0PP/zwva7BwMAAnp6eOHDgAPbt2wd1dXUMHz5coo6fnx8uX76Mv/76S2r/N2/eoLS0tNJz8Pl8uLu74+jRo3j27Bm3/dGjR/jzzz8l6vr4+IDP52Px4sVS7cMYw6tXr6p5hWVzQrx8+VJi2c3yxwTKrlEoFHJDRcorLS2Ve+nR9zFkyBA8e/YMhw4d4rYVFBRgy5YtEvVcXV3RsmVLrFq1SubQnxcvXnD/n5iYiHnz5uGTTz7B/PnzsWrVKhw7dgw7d+58rxi7dOkCExMTbNq0SWL5zD///BPx8fHv/f4rT9xbYdGiRYiNjZVa2vJ934d8Ph8eHh74/fffJXotZWZmIiIiAn369IFAIABQ9l65desWjhw5InWcyn5e6OjocHHIMnbsWMTFxWHevHncnBOEEELqB/VgIIQQUiscHR0RERGBUaNGoXXr1vD390fHjh3BGENiYiIiIiKgoqJSrbHi5Q0dOhS9e/fG119/jaSkJLRt2xaRkZHIzs6Wa39DQ0McOXIEQ4YMQadOnTBmzBi4uroCAG7cuIG9e/eiZ8+eAMq+hf3mm2+wePFieHl5YdiwYUhISMCGDRvQtWtXmXNJyOvTTz/FmDFjsGHDBnh6esLAwECifN68eTh27Bg++ugjBAQEwNXVFfn5+bhz5w4OHTqEpKQkiSEVsoSEhODUqVPo3bs3pk2bBqFQiHXr1qF9+/aIjY3l6rVs2RLLli3DN998g6SkJAwfPhx6enpITEzEkSNHMGXKFMydO7da1zdu3Djs3LkTc+bMwZUrV+Dm5ob8/HycOXMG06dPh7e3N/r27YvPP/8cP/zwA2JjY+Hh4QE1NTU8fPgQBw8eRFhYmMQkjLVp8uTJWLduHcaNG4fr16/D3Nwcu3btgra2tkQ9FRUV/Prrrxg8eDDatWuHCRMmoEWLFkhLS8O5c+cgEAjwxx9/gDGGzz77DFpaWlzy6/PPP8fhw4cRGBgId3d3ick25aGmpoYVK1ZgwoQJ6Nu3L0aNGoXMzEyEhYXB1tYWs2fPrvHrYGdnh169enG9LN5NMNTkfbhs2TKcPn0affr0wfTp06GqqorNmzfj7du3WLlypcQ5Dh06hBEjRuCzzz6Dq6srXr9+jWPHjmHTpk3o2LGjzOOLP7ezZs2Cp6enVBLhww8/hJGREQ4ePIjBgwdXONcHIYSQOqCAlSsIIYQ0Yo8ePWLTpk1jDg4OTFNTk2lpabE2bdqwqVOnstjYWIm648ePZzo6OjKP8+4ylYwx9urVKzZ27FgmEAiYvr4+Gzt2LLt586Zcy1SKPXv2jM2ePZu1atWKaWpqMm1tbebq6sqWL1/OsrOzJequW7eOtWnThqmpqTFTU1M2bdo0lpWVJVGnb9++rF27dnLFzxhjOTk5TEtLiwFgu3fvlhljbm4u++abb5iDgwNTV1dnxsbGrFevXmzVqlWsuLiYMfbf8n0//fSTzGOcPXuWubi4MHV1ddayZUv266+/si+//JJpampK1T18+DDr06cP09HRYTo6OqxNmzZsxowZLCEh4b2us6CggH377bfMzs6OqampMTMzM+br6yuxbCFjjG3ZsoW5uroyLS0tpqenx5ydnVlwcDB79uyZzGsSq2iZSnnjS05OZsOGDWPa2trM2NiYBQYGcktkipepFLt58ybz8fFhRkZGTENDg9nY2DA/Pz929uxZxhhjYWFhDAA7fPiwxH4pKSlMIBCwIUOGVHotspapFNu/fz9zcXFhGhoarFmzZszf3589ffpU6voq+gxVZf369QwA69atm8xyed6HjEkvU8kYYzdu3GCenp5MV1eXaWtrs/79+7NLly5JnePVq1ds5syZrEWLFkxdXZ1ZWlqy8ePHs5cvXzLGZC9TWVpayr744gvWvHlzxuPxZC5ZOX36dAaARUREvMcrQwgh5H3xGKthn1VCCCGENAjDhw/HvXv3uBUSCGmsZs+ejd9++w0ZGRlSvVMIIYTUHZqDgRBCCGmECgsLJZ4/fPgQJ0+eRL9+/RQTECH1pKioCLt378Ynn3xCyQVCCKlnNAcDIYQQ0gjZ29sjICAA9vb2SE5OxsaNG6Gurl7hsoOENHTPnz/HmTNncOjQIbx69QqBgYGKDokQQpocSjAQQgghjZCXlxf27t2LjIwMaGhooGfPnvj+++/h6Oio6NAIqRNxcXHw9/eHiYkJ1qxZg06dOik6JEIIaXJoDgZCCCGEEEIIIYTUGM3BQAghhBBCCCGEkBqjBAMhhBBCCCGEEEJqjOZgqEMikQjPnj2Dnp4eeDyeosMhhBBCCCGEENLIMcaQm5sLCwsLqKjUb58CSjDUoWfPnsHKykrRYRBCCCGEEEIIaWJSU1NhaWlZr+ekBEMd0tPTA1DWsAKBQMHRNE0lJSU4deoUPDw8oKampuhwSDnUNsqN2kd5UdsoN2of5UVto9yofZQXtY3yqqhtcnJyYGVlxd2P1idKMNQh8bAIgUBACQYFKSkpgba2NgQCAf1AVDLUNsqN2kd5UdsoN2of5UVto9yofZQXtY3yqqptFDFMnyZ5JIQQQgghhBBCSI1RgoEQQgghhBBCCCE1RgkGQgghhBBCCCGE1BjNwUAIIYQQQoiCCIVClJSUKDoMhSspKYGqqiqKioogFAoVHQ4ph9pG+fD5fKiqKuetvHJGRQghhBBCSCOXl5eHp0+fgjGm6FAUjjEGMzMzpKamKmRiOlIxahvlpK2tjebNmys6DCmUYCCEEEIIIaSeCYVCPH36lLtJaOo3biKRCHl5edDV1YWKCo3iVibUNsqFMYbi4mK8ePECKSkpig5HCiUYCCGEEEIIqWclJSVgjKF58+bQ0tJSdDgKJxKJUFxcDE1NTbqJVTLUNspHS0sLampqSEpKAp/PV3Q4EugdQgghhBBCiII09Z4LhJD3I072KNvPEEowEEIIIYQQQgghpMYowUAIIYQQQgghhJAaowQDIYQQQgghDZRQCERHA3v3lv1LqwjKxuPxcPToUaU9Xnlnz56Fk5NTrS8JWZcxNwTbt2+HgYGBosOoUlxcHCwtLZGfn6/oUN4LJRgIIYQQQghpgCIjAVtboH9/YPTosn9tbcu216WMjAwEBgbCwcEBmpqaMDU1Re/evbFx40YUFBRI1L158yZGjBgBU1NTaGpqwtHREZMnT8aDBw8AAElJSeDxeIiNjZV5LmdnZ0ydOlVm2a5du6ChoYGXL1/W6vXJIz09HYMHDwZQ9TVUV3BwMBYsWMBN3hcZGYlBgwahefPmEAgE6NmzJ/766y+p/davXw9bW1toamqie/fuuHLlSq3Eowy2bNmCfv36QSAQgMfj4c2bN1J1bG1twePxJB4//vhj/QdbQ23btkWPHj2wevVqRYfyXijBQAghhBBCSAMTGQn4+gJPn0puT0sr215XSYYnT57AxcUFp06dwvfff4+bN2/i8uXLCA4OxvHjx3HmzBmu7vHjx9GjRw+8ffsWe/bsQXx8PHbv3g19fX0sXLhQrvNNnDgR+/btQ2FhoVRZeHg4hg0bBmNj41q7PnmZmZlBQ0Oj1o974cIFPH78GJ988gm37fz58xg0aBBOnjyJ69evo3///hg6dChu3rzJ1dm/fz/mzJmD7777Djdu3EDHjh3h6emJ58+f13qMNVFcXPxe+xUUFMDLywvz58+vtN6SJUuQnp7OPb744ov3Ol9dKikpqbLOhAkTsHHjRpSWltZDRLWLEgyEEEIIIaROCEVCRCdFY++dvYhOioZQRP33K8IYkJ8v3yMnB5g1q2wfWccBgMDAsnryHE/WcSoyffp0qKqq4tq1a/Dz84OTkxPs7e3h7e2NEydOYOjQoQDKbggnTJiAIUOG4NixY3B3d4ednR26d++OVatWYfPmzXKdb8yYMSgsLMThw4clticmJiI6OhoTJ04EAPz+++/o3LkzNDU1YW9vj8WLF1d6c3bnzh0MGDAAWlpaMDIywpQpU5CXlydRZ9u2bWjXrh00NDRgbm6OmTNncmXlhxvY2dkBAFxcXMDj8dCvXz+cP38eampqyMjIkDhmUFAQ3NzcKoxr3759GDRoEDQ1NbltoaGhCA4ORteuXeHo6Ijvv/8ejo6O+OOPP7g6q1evxuTJkzFhwgS0bdsWmzZtgra2NrZt21bhub766iu0atUK2trasLe3x8KFC7mb36SkJKioqODatWsS+4SGhsLGxgYikQgAcPfuXQwePBi6urowNTXF2LFjJXqU9OvXDzNnzkRQUBCMjY3h6ekJxhhCQkJgbW0NDQ0NWFhYYNasWRXGKX7dvv76a/To0aPSenp6ejAzM+MeOjo6FdZ9/PgxvL29YWpqCl1dXXTt2lUiQbZkyRK0b99ear9OnTpJJMh+/fVXODk5QVNTE23atMGGDRu4MnHvlv3796Nv377Q1NTEnj17kJycjKFDh8LQ0BA6Ojpo164dTp48ye03aNAgvH79Gn///Xel16uMKMFACCGEEEJqXWR8JGzDbNF/R3+MjhyN/jv6wzbMFpHxddx/v4EqKAB0deV76OuX9VSoCGNlPRv09eU73jujGir06tUrnDp1CjNmzKjwxk28ZN5ff/2Fly9fIjg4WGY9ecfCGxsbw9vbW+pGefv27bC0tISHhwdiYmIwbtw4BAYGIi4uDps3b8b27duxfPlymcfMz8+Hp6cnDA0NcfXqVRw8eBBnzpyRSCBs3LgRM2bMwJQpU3Dnzh0cO3YMDg4OMo8nHopw5swZpKenIzIyEh988AHs7e2xa9curl5JSQn27NmDzz77rMLrjYmJQZcuXSp9TUQiEXJzc9GsWTMAZb0Crl+/Dnd3d66OiooK3N3dcfny5QqPo6enh+3btyMuLg5hYWHYunUrfvnlFwBlww3c3d0RHh4usU94eDgCAgKgoqKCN2/eYMCAAXBxccG1a9cQFRWFzMxM+Pn5SeyzY8cOqKur4+LFi9i0aRMOHz6MX375BZs3b8bDhw9x9OhRODs7V3rN8vrxxx9hZGQEFxcX/PTTT5UmmfLy8jBkyBCcPXsWN2/ehJeXF4YOHYqUlBQAwGeffYb4+HhcvXqV2+fmzZu4ffs2JkyYAADYs2cPFi1ahOXLlyM+Ph7ff/89Fi5ciB07dkic6+uvv0ZgYCDi4+Ph6emJGTNm4O3btzh//jzu3LmDFStWQFdXl6uvrq6OTp06ISYmplZel3rFSJ3Jzs5mAFh2draiQ2myiouL2dGjR1lxcbGiQyHvoLZRbtQ+yovaRrk1pfYpFZayc4nnWMTtCHYu8RwrFZZyZYfjDjNeCI8hBBIPXgiP8UJ47HDc4XqPV9naprCwkMXFxbHCwkLGGGN5eYyVpQbq/5GXJ1/M//zzDwPAIiMjJbYbGRkxHR0dpqOjw4KDgxljjK1YsYIBYK9fv670mImJiQwAu379OsvKymJCoVCqTlRUFOPxeOzJkyeMMcZEIhGzsbFhCxYsYIwxNnDgQPb9999L7LNr1y5mbm7OPQfAjhw5whhjbMuWLczQ0JDllbvwEydOMBUVFZaRkcEYY8zCwoJ9++23FcZd/njia7h586ZEnRUrVjAnJyfu+eHDh5murq7Eed+lr6/Pdu7cWWG5+LiGhoYsMzOTMcZYWloaA8AuXbokUW/evHmsW7duMmOW5aeffmKurq7c8/379zNDQ0NWUFDAsrKy2NWrVxmPx2OJiYmMMcaWLl3KPDw8JI6RmprKALCEhATGGGN9+/ZlLi4uEnV+/vln1qpVq/f6LJ47d44BYFlZWVJlP//8Mzt37hy7desW27hxIzMwMGCzZ8/mysPDw5m+vn6lx2/Xrh1bu3Yt93zw4MFs2rRp3PMvvviC9evXj3vesmVLFhERIXGMpUuXsp49ezLG/ntvhIaGStRxdnZmISEhlcby8ccfs4CAgArLCwsL2b1799jx48elXktF3odSDwZCCCGEEFItlfVOEIqECIwKBIN0v3vxtqCoIBou8Q5tbSAvT75HuZ7UlTp5Ur7jaWvXLPYrV64gNjYW7dq1w9u3bwEArDrjLqowaNAgWFpact+mnz17FikpKdy3yLdu3cKSJUugq6vLPSZPnoz09HSpSScBID4+Hh07dpTohdG7d2+IRCIkJCTg+fPnePbsGQYOHFijuAMCAvDo0SP8888/AMp6Xfj5+VXabb+wsFBieMS7IiIisHjxYhw4cAAmJiY1im///v3o3bs3zMzMoKuriwULFnDf3gPA8OHDwefzceTIEQBlPRH69+8PW1tbAGWv+7lz5yRe9zZt2gAoG34g5urqKnHeESNGoLCwEPb29pg8eTKOHDnC9TT4/vvvJY5XPp6qzJkzB/369UOHDh0wdepU/Pzzz1i7di33nnxXXl4e5s6dCycnJxgYGEBXVxfx8fES55w8eTL27t2LoqIiFBcXIyIiguuBkp+fj8ePH2PixIkSMS9btkzi+gFI9UqZNWsWli1bht69e+O7777D7du3peLT0tKS+f5VdqqKDoAQQgghhDQckfGR8D3gK5VASMtJg+8BX0zrMg1Pc55WsHdZkiE1JxUxKTHoZ9uvjqNtOHg8oJL7TgkeHoClZdkwCVn38TxeWbmHB/D/CxHUCgcHB/B4PCQkJEhst7e3B1B2QyTWqlUrAMD9+/fRs2fPGp1XRUUFAQEB2LFjB0JCQhAeHo7+/ftz583Ly8PixYvh4+MjtW9lN+sVKX8dNWFiYoKhQ4ciPDwcdnZ2+PPPPxEdHV3pPsbGxsjKypJZtm/fPkyaNAkHDx6UGA5hbGwMPp+PzMxMifqZmZkwMzOTeazLly/D398fixcvhqenJ/T19bFv3z78/PPPXB11dXWMGzcO27dvh7u7O/bu3YuwsDCuPC8vD0OHDsWKFSukjm9ubs79/7sJFSsrKyQkJODMmTM4ffo0pk+fjp9++gl///03pk6dKjHEwsLCQmb88ujevTtKS0uRlJSE1q1bS5XPnTsXp0+fxqpVq+Dg4AAtLS34+vpKTEQ5dOhQaGho4MiRI1BXV0dJSQl8fX256weArVu3onv37hLH5r/zwXv3NZg0aRI8PT1x4sQJnDp1Cj/88AN+/vlniUkpX79+jZYtW7739SsK9WAghBBCCCFyqap3AgPDhmsbZOwpLT03vbbDazL4fEB8n/f/Ux5wxM9DQ2s3uQAARkZGGDRoENatW4f8/PxK63p4eMDY2BgrV66UWS5rmcHKTJgwAampqYiMjMSRI0e4yR0BoHPnzkhISICDg4PUQ0VF+nbHyckJt27dkriGixcvQkVFBa1bt4aenh5sbW1x9uxZuWJTV1cHAAiF0r1yJk2ahP3792PLli1o2bIlevfuXemxXFxcEBcXJ7V97969mDBhAvbu3YsPP/xQ6vyurq4S8YpEIpw9e7bC5M6lS5dgY2ODb7/9Fl26dIGjoyOSk5Nlxn/27Fn89ttvKC0tlUjidO7cGffu3YOtra3U615ZLw2gLIkzdOhQrFmzBtHR0bh8+TLu3LmDZs2aSRxHVfX9vw+PjY2FiopKhT09Ll68iICAAHz88cdwdnaGmZkZkpKSJOqoqqpi/PjxCA8PR3h4OEaOHMkloExNTWFhYYEnT55IXb944s/KWFlZYerUqYiMjMSXX36JrVu3SpTfvXsXLi4u73fxCkQ9GAghhBBCiFxiUmIq7Z1QHeZ65lVXIhXy8QEOHSpbLaL8UpWWlmXJBRlf5teKDRs2oHfv3ujSpQtCQkLQoUMHqKio4OrVq7h//z7XHV5HRwe//vorRowYgWHDhmHWrFlwcHDAy5cvceDAAaSkpGDfvn1yn9fOzg4DBgzAlClToKGhIXGju2jRInz00UewtraGr68vVFRUcOvWLdy9exfLli2TOpa/vz++++47jB8/HiEhIXjx4gW++OILjB07FqampgCAkJAQTJ06FSYmJhg8eDByc3Nx8eJFmcsempiYQEtLC1FRUbC0tISmpib09fUBAJ6enhAIBFi2bBmWLFlS5XV6enpKTRAYERGB8ePHIywsDN27d+dWptDS0uLOM2fOHIwfPx5dunRBt27dEBoaivz8fG4YybscHR25NujatStOnDjBDYUoz8nJCT169EBISAgmTJgg0btjxowZ2Lp1K0aNGoXg4GA0a9YMjx49wr59+/Drr79KfYsvtn37dgiFQnTv3h3a2trYvXs3tLS0YGNjU+HrkpGRgYyMDDx69AhA2Sogenp6sLa2RrNmzXD58mX8+++/6N+/P/T09HD58mXMnj0bY8aMgaGhYYWvQWRkJIYOHQoej4eFCxdyq2OUN2nSJDg5OQEoS0qUt3jxYsyaNQv6+vrw8vLC27dvce3aNWRlZWHOnDkVXk9QUBAGDx6MVq1aISsrC+fOnePOAZStPpGWlibRU6WhoB4MhBBCCCFELvL2Omim1Qw88CostxJYwc264qX6iHx8fICkJODcOSAiouzfxMS6Sy4AQMuWLXHz5k24u7vjm2++QceOHdGlSxesXbsWc+fOxdKlS7m63t7euHTpEtTU1DB69Gi0adMGo0aNQnZ2tswb/6pMnDgRWVlZGD16tMTQB09PTxw/fhynTp1C165d0aNHD/zyyy8V3rBqa2vjr7/+wuvXr9G1a1f4+vpi4MCBWLduHVdn/PjxCA0NxYYNG9CuXTt89NFHePjwoczjqaqqYs2aNdi8eTMsLCzg7e3NlYmHdwiFQowbN67Ka/T398e9e/ckhqFs2bIFpaWlmDFjBszNzblHYGAgV+fTTz/FqlWrsGjRInTq1AmxsbGIioriEibvGjZsGGbPno2ZM2eiU6dOuHTpksTSi+VNmDABxcXFUskKCwsLXLx4EUKhEB4eHnB2dkZQUBAMDAxk9hwRMzAwwNatW9G7d2906NABZ86cwR9//AEjI6MK99m0aRNcXFwwefJkAMAHH3wAFxcXHDt2DACgoaGBffv2oW/fvmjXrh2WL1+O2bNnY8uWLRUec/Xq1TA0NESvXr0wdOhQeHp6onPnzlL1HB0d0atXL7Rp00ZqKMSkSZPw66+/Ijw8HM7Ozujbty+2b99eZQ8GoVCIGTNmwMnJCV5eXmjVqpXE8pZ79+6Fh4dHpUkXZcVjtTkDC5GQk5MDfX19ZGdnQyAQKDqcJqmkpAQnT57EkCFDoKampuhwSDnUNsqN2kd5Udsot8bePtFJ0ei/o3+V9Rb3W4yQ6BAAkDmcYtOHm/B5l89rO7xKKVvbFBUVITExEXZ2du81T0BjIxKJkJOTA4FAUOnNaUM0ceJEvHjxgrsZrsq8efOQk5ODzZs313Fk8lmyZAn279+PO3fuNLq2kQdjDI6Ojpg+fXqlvRJqS3FxMRwdHREREVHpkJqioiI8efIEiYmJ8PDwkPi5psj70Kb3DiGEEEIIIe/FzdoNlgLLCst54MFKYIVv3b7FIb9DaCFoIVGuplL2B/CvN3/F21LZM7sT0lhkZ2fjwoULiIiIkDm0oiLffvstbGxsZHbXr095eXm4e/cu1q9fjylTpig0FkV58eIF1q1bh4yMjAqHm9S2lJQUzJ8/v8r5OpQVzcFACCGEEELkwlfhw6+tH1b/s1qqTDwkItQrFHwVPnycfODd2hsxKTFIz02HuZ45rARW6PZrN1x7dg2z/5qNDR/KNyEkIQ2Rt7c3rly5gqlTp2LQoEFy72dgYID58+fXYWTymTlzJvbu3Qtvb2+MGTNG0eEohImJCYyNjbFly5YK53KobeKJIhsqSjAQQgghhBC5pOemY/ut7QAAgboAOcU5XJmlwBKhXqHwcfpvAgC+Cl9qKcrdH+/GhxEfYuO1jehh2QPW+tZcAsLN2g18lVpe+oAQBalqSUplt337dmzfvp0bvtIU0WwC1UcJBkIIIYQQUiXGGCb9MQmvC1+js3lnXJxwEf+k/VPt5MBgx8FY8MECLD2/FOOPjpcosxRYIswrTCJJQQghpOGgBAMhhBBCCKnSbzd/w8mHJ6HB18DO4TuhqaYp1TtBXh1MOsjcnpaTBt8Dvjjkd4iSDIQQ0gDRJI+EEEIIIaRSiVmJmP3XbADAsgHL0M6k3XsfSygSYvap2TLLxCtOBEUFQSgSvvc5CCGEKAYlGAghhBBCiBShSIjopGjsubMHw/cPR15xHtys3TC7h+zkgLxiUmLwNOdpheUMDKk5qYhJianReQghhNQ/GiJBCCGEEEIkRMZHIjAqUCIRwAMPo9qPqvEkjOm56bVajxBCiPKgBAMhhBBCCOFExkfC94AvN1xBjIFhxskZMNU1rdH8COZ65rVajxBCiPKgIRKEEEIIIQRA2bCIwKhAqeRCeTWdH8HN2g2WAkvwwJNZzgMPVgIruFm7vfc5mhShEIiOBvbuLftXSHNXyMLj8XD06FGlPV55Z8+ehZOTE4S13Ja2trYIDQ2t1WM2JNHR0eDxeHjz5o2iQ6nUy5cvYWJigqdPKx5KpswowUAIIYQQQgDUz/wIfBU+wrzCAKDCJEOoV2iNh2I0CZGRgK0t0L8/MHp02b+2tmXb61BGRgYCAwPh4OAATU1NmJqaonfv3ti4cSMKCgok6t68eRMjRoyAqakpNDU14ejoiMmTJ+PBgwcAgKSkJPB4PMTGxso8l7OzM6ZOnSqzbNeuXdDQ0MDLly9r9frkkZ6ejsGDBwOo+hqqKzg4GAsWLACfz+fONXr0aLRq1QoqKioICgqS2mf79u3g8XgSD01NzVqJRxlERkbCw8MDRkZGFb7WRUVFmDFjBoyMjKCrq4tPPvkEmZmZ9R9sDRkbG2PcuHH47rvvFB3Ke6EEAyGEEEIIAVB/8yP4OPngkN8htBC0kCpb8MECWqJSHpGRgK8v8O63nGlpZdvrKMnw5MkTuLi44NSpU/j+++9x8+ZNXL58GcHBwTh+/DjOnDnD1T1+/Dh69OiBt2/fYs+ePYiPj8fu3buhr6+PhQsXynW+iRMnYt++fSgsLJQqCw8Px7Bhw2BsbFxr1ycvMzMzaGho1PpxL1y4gMePH+OTTz7htr19+xbNmzfHggUL0LFjxwr3FQgESE9P5x7Jycm1Hl9NFRcXv9d++fn56NOnD1asWFFhndmzZ+OPP/7AwYMH8ffff+PZs2fw8VG+nyUlJSVV1pkwYQL27NmD169f10NEtYsSDIQQQgghBED9zo/g4+SDpMAknBt/DhE+ERjeejgA4MGrBzU+doPEGJCfL98jJweYNatsH1nHAYDAwLJ68hxP1nEqMH36dKiqquLatWvw8/ODk5MT7O3t4e3tjRMnTmDo0KEAgIKCAkyYMAFDhgzBsWPH4O7uDjs7O3Tv3h2rVq3C5s2b5TrfmDFjUFhYiMOHD0tsT0xMRHR0NCZOnAgA+P3339G5c2doamrC3t4eixcvRmlpaYXHvXPnDgYMGAAtLS0YGRlhypQpyMvLk6izbds2tGvXDhoaGjA3N8fMmTO5svJDJOzs7AAALi4u4PF46NevH86fPw81NTVkZGRIHDMoKAhubhUP/9m3bx8GDRok0fvA1tYWYWFhGDduHPT19Svcl8fjwczMjHuYmppWWBcAVq9eDWdnZ+jo6MDKygrTp0/nXoP8/HwIBAIcOnRIYp+jR49CR0cHubm5AIDU1FT4+fnBwMAAzZo1g7e3N5KSkrj6AQEBGD58OJYvXw4LCwu0bt0aALBhwwY4OjpyPWB8fX0rjXXs2LFYtGgR3N3dZZZnZ2fjt99+w+rVqzFgwAC4uroiPDwcly5dwj///CNzn1evXmHUqFFo0aIFtLW14ezsjL1793LlO3fuhJGREd6+fSux3/DhwzF27FjueVXvPR6Ph40bN2LYsGHQ0dHB8uXLkZWVBX9/fzRv3hxaWlpwdHREeHg4t0+7du1gYWGBI0eOVPq6KCNKMBBCCCGEEAD1Pz8CX4WPfrb9MMp5FBb1XQQAOHL/CF4XNrxv7WqsoADQ1ZXvoa9f1lOhIoyV9WzQ15fveO8Ma6jIq1evcOrUKcyYMQM6Ojoy6/B4Ze+dv/76Cy9fvkRwcLDMegYGBnKd09jYGN7e3ti2bZvE9u3bt8PS0hIeHh6IiYnBuHHjEBgYiLi4OGzevBnbt2/H8uXLZR4zPz8fnp6eMDQ0xNWrV3Hw4EGcOXNGIoGwceNGzJgxA1OmTMGdO3dw7NgxODg4yDzelStXAABnzpxBeno6IiMj8cEHH8De3h67du3i6pWUlGDPnj347LPPKrzemJgYdOnSRa7X5l15eXmwsbGBlZUVvL29ce/evUrrq6ioYM2aNbh37x527NiB//3vf1x76ejoYOTIkRI3vUBZrxFfX1/o6emhpKQEnp6e0NPTQ0xMDC5evAhdXV14eXlJ9FQ4e/YsEhIScPr0aRw/fhzXrl3DrFmzsGTJEiQkJCAqKgoffPDBe12z2PXr11FSUiKRgGjTpg2sra1x+fJlmfsUFRXB1dUVJ06cwN27dzFlyhSMHTuWa88RI0ZAKBTi2LFj3D7Pnz/HiRMnuDaU970XEhKCjz/+GHfu3MFnn32GhQsXIi4uDn/++Sfi4+OxceNGqZ443bp1Q0xMw1uulxIMhBBCCCEEwH/zI8ia5FGcdKir+RFczF3QyawTioXFiLgTUevHJzX36NEjMMa4b6HFjI2NoaurC11dXXz11VcAgIcPHwIou8mrqYkTJyI6OhqJiYkAAMYYduzYgfHjx0NFRQWLFy/G119/jfHjx8Pe3h6DBg3C0qVLK+wlERERgaKiIuzcuRPt27fHgAEDsG7dOuzatYsbs79s2TJ8+eWXCAwMRKtWrdC1a1eZcx8AQPPmzQEARkZGMDMzQ7Nmzbi4y9+g//HHHygqKoKfn1+F15qcnAwLC4tqv0atW7fGtm3b8Pvvv2P37t0QiUTo1atXpRMFBgUFoX///rC1tcWAAQOwbNkyHDhwgCufNGkS/vrrL6Snlw2Jev78OU6ePMndXO/fvx8ikQi//vornJ2d4eTkhPDwcKSkpCA6Opo7jo6ODn799Ve0a9cO7dq1Q0pKCnR0dPDRRx/BxsYGLi4umDVrVrWvubyMjAyoq6tLJa5MTU2lepGItWjRAnPnzkWnTp1gb2+PL774Al5eXtxroKWlhdGjR0u04e7du2FtbY1+/foBgNzvvdGjR2PChAmwt7eHtbU1UlJS4OLigi5dusDW1hbu7u5c7x8xCwsLpRzmUhVKMBBCCCGEEI6Pkw86mHaQ2m4psMQhv0N1Oj/CZ53Kblx+u/lbnZ1DaWlrA3l58j1OnpTvmCdPync8be0ahX7lyhXExsaiXbt2XHdyVo1hF1UZNGgQLC0tuRu9s2fPIiUlBRMmTAAA3Lp1C0uWLOGSHLq6upg8eTLS09OlJp0EgPj4eHTs2FGiF0bv3r0hEomQkJCA58+f49mzZxg4cGCN4g4ICMCjR4+4Lvrbt2+Hn59fhb0/AKCwsPC9Jmfs2bMnxo0bh06dOqFv376IjIxE8+bNKx2KcubMGQwcOBAtWrSAnp4exo4di1evXnGvWbdu3dCuXTvs3LkTALBnzx7Y2NhwvQ1u3bqFR48eQU9Pj3vdmzVrhqKiIjx+/Jg7j7OzM9TV1bnngwYNgo2NDezt7TF27Fjs2bOHO+eePXsk2rEuv8EXCoVYunQpnJ2d0axZM+jq6uKvv/5CSkoKV2fy5Mk4deoU0v6/x9D27dsREBDA9dSR9733bq+UadOmYd++fejUqROCg4Nx6dIlqfi0tLRkvn+VnaqiAyCEEEIIIcojvzgf91/eBwDsGL4DaipqMNczh5u1W52v7DDaeTTmnp6L2IxY3Ey/CRdzlzo9n1Lh8YBKbjwleHgAlpZlwyRk3cjzeGXlHh4Av/bazMHBATweDwkJCRLb7e3tAZTdEIm1atUKAHD//n307NmzRudVUVFBQEAAduzYgZCQEISHh6N///7cefPy8rB48WKZE/q9z816+euoCRMTEwwdOhTh4eGws7PDn3/+KfHNvizGxsbIysqq8bnV1NTg4uKCR48eySxPSkrCRx99hGnTpmH58uVo1qwZLly4gIkTJ6K4uBja/590mjRpEtavX49p06Zh+/btmDBhAndznZeXB1dXV+zZs0fq+OJeHQCkEip6enq4ceMGoqOjcerUKSxatAghISG4evUqhg0bhu7du3N1W7SQnghWFjMzMxQXF+PNmzcSvRgyMzNhZmYmc5+ffvoJYWFhCA0N5eaiCAoKkhje4eLigo4dO2Lnzp3w8PDAvXv3cOLECa5c3vfeu6/B4MGDkZycjJMnT+L06dMYOHAgZsyYgVWrVnF1Xr9+LfE6NhTUg4EQQgghhHD+Tv4bxcJi2OjbYGyHsRjlPAr9bPvVy7KRRtpGGN5mOABg281tlVduyvh8IKxsqU/w3pkvQ/w8NLRWkwtA2RCAQYMGYd26dcjPz6+0roeHB4yNjbFy5UqZ5W/evKnWuSdMmIDU1FRERkbiyJEj3OSOANC5c2ckJCTAwcFB6qGiIn274+TkhFu3bklcw8WLF6GiooLWrVtDT08Ptra2OHv2rFyxib+dFwqFUmWTJk3C/v37sWXLFrRs2RK9e/eu9FguLi6Ii4uT67yVEQqFuHPnDszNZU/Iev36dYhEIvz888/o0aMHWrVqhWfPnknVGzNmDJKTk7F582bExcVh/PjxXFnnzp3x8OFDmJiYSL3ulU1GCQCqqqpwd3fHypUrcfv2bSQlJeF///sf9PT0JI4jb7LH1dUVampqEm2WkJCAlJSUChNcFy9ehLe3N8aMGYOOHTvC3t6eWz61vEmTJmH79u0IDw+Hu7s7rKysJF6D6rz3ymvevDnGjx+P3bt3IzQ0FFu2bJEov3v3LlxcGl6SlRIMhBBCCCGE89ejvwAAni09uW8q69NEl7Ibxz139qCotKjez99g+PgAhw4B737Da2lZtr2OlufbsGEDSktL0aVLF+zfvx/x8fFISEjA7t27cf/+ffD/P6khHnd/4sQJDBs2DGfOnEFSUhKuXbuG4OBgTJ06tVrntbOzw4ABAzBlyhRoaGhIfGO8aNEi7Ny5E4sXL8a9e/cQHx+Pffv2YcGCBTKP5e/vD01NTYwfPx53797FuXPn8MUXX2Ds2LHcygshISH4+eefsWbNGjx8+BA3btzA2rVrZR7PxMQEWlpaiIqKQmZmJrKzs7kyT09PCAQCLFu2jBvSURlPT09cuHBBantsbCxiY2ORl5eHFy9eIDY2ViIRsWTJEpw6dQpPnjzBjRs3uMTApEmTZJ7HwcEBJSUlWLt2LZ48eYJdu3Zh06ZNUvUMDQ3x8ccfY9GiRdxQlfKvo3gSzpiYGG5lj1mzZlU698Px48exZs0axMbGIjk5GTt37oRIJJKa26O8169fS1xzQkICYmNjufkV9PX1MXHiRMyZMwfnzp3D9evXMWHCBPTs2RM9evSQeUxHR0ecPn0aly5dQnx8PD7//HNuDo7yRo8ejadPn2Lr1q1SE3RW971Xfr/ff/8djx49wr1793D8+HE4OTlx5QUFBbh+/To8PDwqPY5SYqTOZGdnMwAsOztb0aE0WcXFxezo0aOsuLhY0aGQd1DbKDdqH+VFbaPcGkP7tFrbiiEE7HDcYYWcv1RYyqxWWzGEgO29s7fWjqtsbVNYWMji4uJYYWFhzQ5UWsrYuXOMRUSU/VtaWhvhVerZs2ds5syZzM7OjqmpqTFdXV3WrVs39tNPP7H8/HyJulevXmU+Pj6sefPmTENDgzk4OLApU6awhw8fMsYYS0xMZADY9evXWVZWFhMKhRWeNyIiggFg06dPlyqLiopivXr1YlpaWkwgELBu3bqxLVu2cOUA2JEjR7jnt2/fZv3792eampqsWbNmbPLkySw3N1fimJs2bWKtW7dmampqzNzcnH3xxRcVHm/r1q3MysqKqaiosL59+0ocZ+HChYzP57Nnz55VeG1ir169Ypqamuz+/fsS2wFIPWxsbLjyoKAgZm1tzdTV1ZmpqSkbMmQIu3HjhsQxbGxs2C+//MI9X716NTM3N2daWlrM09OT7dy5kwFgWVlZEvudPn2aAWD79u2Tijc9PZ2NGzeOGRsbMw0NDWZvb88mT57M3f+MHz+eeXt7S+wTExPD+vbtywwNDZmWlhbr0KED279/f6WvS3h4uMzX4LvvvuPqFBYWsunTpzNDQ0Omra3NPv74Y5aens6Vnzt3TuL6Xr16xby9vZmuri4zMTFhCxYsYOPGjZOKlzHGxo4dy5o1a8aKioqkyqr73mOMsaVLlzInJyempaXFmjVrxry9vdmTJ0+48oiICNa6detKX5PCwkJ27949dvz4camfa4q8D+UxVoszsBAJOTk50NfXR3Z2NgQCgaLDaZJKSkpw8uRJDBkyBGpqaooOh5RDbaPcqH2UF7WNcmvo7ZOYlQj7Nfbg8/h4FfwK+pqVd3OuK4vOLcLS80sxyH4QTo09VSvHVLa2KSoqQmJiIuzs7N5rnoDGRiQSIScnBwKBoMqu5Q3NxIkT8eLFC4nlDiszb9485OTkVDpBY33asWMH5syZg7S0tCb7Xh04cCDatWuHNWvW1Mv5evTogVmzZmH06NEV1ikqKsKTJ0+QmJgIDw8PiZ9rirwPbVyfXkIIIYQQ8t7+elw2PKKnVU+FJRcAIKBTAADgzJMzSH7T8JZpIwQAsrOzceHCBUREROCLL76Qe79vv/0WNjY2EIlEdRhd1QoKCvD48WOsXLkSAQEBEitBNBVZWVk4cuQIoqOjMWPGjHo558uXL+Hj44NRo0bVy/lqGyUYCCGEEEIIgP8SDF4tvRQah72hPfrb9gcDw45bOxQaCyHvy9vbGx4eHpg6dSoGDRok934GBgaYP3++wntyrFy5Em3atIGZmRlmz56t0FgUxcXFBQEBAVixYkWlc0TUJmNjYwQHBytkDpzaQMtUEkIIIYQQlAhLcPZJ2Qzsng6eCo6mbLLHc0nnEB4bjgUfLIAKj74XIw1LVUtSKruQkBCEhIRww1eaoqSkJEWH0OBQgoEQQgghhODy08vILc6FsbYxOpt3VnQ48HHygf5JfSS9ScIvl3+BhZ4FzPXM4WbtVi9LZhJCCKk+SjAQQgghhBBueUqPlh5K0VtAS00L3Vt0x6knpzD39Fxuu6XAEmFeYfBxqptlGAkhhLw/xf/2IIQQQgghChf1OAqA4udfEIuMj8SpJ9IrSKTlpMH3gC8i4yMVEBUhhJDKUIKBEEIIIaSJe57/HDfSbwAo68GgaEKREIFRgTLLGMpWWA+KCoJQJKzPsAghhFSBEgyEEEIIIU3cqcdlPQVczFxgqmuq4GiAmJQYPM15WmE5A0NqTipiUmLqMSpCCCFVoQQDIYQQQkgTJ16e0rOl4lePAID03PRarUcIIaR+UIKBEEIIIaQJEzERN8GjMixPCQDmeua1Wq8xE4qEiE6Kxt47exGdFE3DRirA4/Fw9OhRpT1eeWfPnoWTkxOEwtptS1tbW4SGhtbqMZVFUlISeDweYmNjFR1KpYqLi2Fra4tr164pOpQ6QwkGQgghhJAmLDYjFi8KXkBXXRe9rHopOhwAgJu1GywFluCBJ7OcBx6sBFZws3ar58iUS2R8JGzDbNF/R3+MjhyN/jv6wzbMts4nwMzIyEBgYCAcHBygqakJU1NT9O7dGxs3bkRBQYFE3Zs3b2LEiBEwNTWFpqYmHB0dMXnyZDx48ABA1TeGzs7OmDp1qsyyXbt2QUNDAy9fvqzV65NHeno6Bg8eDKD2b26Dg4OxYMEC8Pl87lyjR49Gq1atoKKigqCgIJn7HTx4EG3atIGmpiacnZ1x8uTJWolHGQQEBIDH40k8vLyUY0La6lBXV8fcuXPx1VdfKTqUOkMJBkIIIYSQJkzce2GA3QCo89UVHE0ZvgofYV5hACCVZBA/D/UKBV+FX++xKYvI+Ej4HvCVmquirlfZePLkCVxcXHDq1Cl8//33uHnzJi5fvozg4GAcP34cZ86c4eoeP34cPXr0wNu3b7Fnzx7Ex8dj9+7d0NfXx8KFC+U638SJE7Fv3z4UFhZKlYWHh2PYsGEwNjauteuTl5mZGTQ0NGr9uBcuXMDjx4/xySefcNvevn2L5s2bY8GCBejYsaPM/S5duoRRo0Zh4sSJuHnzJoYPH47hw4fj7t27tR5jTRQXF7/3vl5eXkhPT+cee/furcXIaoc81+fv748LFy7g3r179RBR/aMEAyGEEEJIE6Zsy1OK+Tj54JDfIbQQtJDYbimwxCG/Q/Bx8lFQZHWDMYb84ny5HjlFOZj15yxuRQ2J4/z/tsA/A5FTlCPX8RiTPk5Fpk+fDlVVVVy7dg1+fn5wcnKCvb09vL29ceLECQwdOhQAUFBQgAkTJmDIkCE4duwY3N3dYWdnh+7du2PVqlXYvHmzXOcbM2YMCgsLcfjwYYntiYmJiI6OxsSJEwEAv//+Ozp37gxNTU3Y29tj8eLFKC0trfC4d+7cwYABA6ClpQUjIyNMmTIFeXl5EnW2bduGdu3aQUNDA+bm5pg5cyZXVn6IhJ2dHQDAxcUFPB4P/fr1w/nz56GmpoaMjAyJYwYFBcHNreKeN/v27cOgQYOgqanJbbO1tUVYWBjGjRsHfX19mfuFhYXBy8sL8+bNg5OTE5YuXYrOnTtj3bp1FZ5r9erVcHZ2ho6ODqysrDB9+nTuNcjPz4dAIMChQ4ck9jl69Ch0dHSQm5sLAEhNTYWfnx8MDAzQrFkzeHt7IykpiasfEBCA4cOHY/ny5bCwsEDr1q0BABs2bICjoyPXA8bX17fCOMU0NDRgZmbGPQwNDSusKxQKMXHiRNjZ2UFLSwutW7dGWFgYVy5v+1y4cAFubm7Q0tKClZUVZs2ahfz8fK7c1tYWS5cuxbhx4yAQCDBlyhQUFxdj5syZMDc3h6amJmxsbPDDDz9w+xgaGqJ3797Yt29fldfcEKkqOgBCCCGEEKIYOW9zcCn1EgDlmX+hPB8nH3i39sama5sw88+ZMNYyRmJgYqPsuVBQUgDdH3Rr5VgMDE9zn0J/heyb0XflfZMHHXWdKuu9evWK67mgoyO7Po9X1sPkr7/+wsuXLxEcHCyznoGBgVyxGRsbw9vbG9u2bcOYMWO47du3b4elpSU8PDwQExODcePGYc2aNXBzc8Pjx48xZcoUAMB3330ndcz8/Hx4enqiZ8+euHr1Kp4/f45JkyZh5syZ2L59OwBg48aNmDNnDn788UcMHjwY2dnZuHjxoswYr1y5gm7duuHMmTNo164d1NXV0axZM9jb22PXrl2YN28eAKCkpAR79uzBypUrK7zemJgYjB49Wq7XprzLly9jzpw5Ets8PT0rnSdCRUUFa9asgZ2dHZ48eYLp06cjODgYGzZsgI6ODkaOHInw8HD4+PyXzAsPD4evry/09PRQUlLCvY4xMTFQVVXFsmXL4OXlhdu3b0NdvaxH1NmzZyEQCHD69GkAwLVr1zBr1izs2rULvXr1wuvXrxETU/WKMNHR0TAxMYGhoSEGDBiAZcuWwcjISGZdkUgES0tLHDx4EEZGRrh06RKmTJkCc3Nz+Pn54YMPPqiyfR4/fgwvLy8sW7YM27Ztw4sXLzBz5kzMnDkT4eHh3LlWrVqFRYsWce+1NWvW4NixYzhw4ACsra2RmpqK1NRUifi6desm1zU3RJRgIIQQQghpov6X+D+Uikrh2MwR9ob2ig5HJr4KH2M7jsXMP2fiZeFL5LzNgaFWxd9ckrrz6NEjMMa4b6HFjI2NUVRUBACYMWMGVqxYgYcPHwIA2rRpU+PzTpw4EYMHD0ZiYiLs7OzAGMOOHTswfvx4qKioYPHixfj6668xfvx4AIC9vT2WLl2K4OBgmQmGiIgIFBUVYefOnVyiZN26dRg6dChWrFgBU1NTLFu2DF9++SUCAwO5/bp27SozvubNmwMAjIyMYGZmJhF3eHg4dwP7xx9/oKioCH5+fhVea3JyMiwsLKr5CpXNi2FqKrnErKmpqdQ39OWVn8vB1tYWy5Ytw9SpU7FhwwYAwKRJk9CrVy+kp6dDR0cHz58/x8mTJ7lhMPv374dIJMKvv/7KJZbCw8NhYGCA6OhoeHh4AAB0dHTw66+/cgmHyMhI6Ojo4KOPPoKenh5sbGzg4uJS6fV5eXnBx8cHdnZ2ePz4MebPn4/Bgwfj8uXL3FwV5ampqWHx4sXcczs7O1y+fBkHDhzgXv+q2ueHH36Av78/9zo5OjpizZo16Nu3LzZu3Mj1MhkwYAC+/PJL7lwpKSlwdHREnz59wOPxYGNjIxWfhYUFkpOTK73mhooSDIQQQgghTYxQJERMSgzWXSnrPj3IfpCCI6qcQEMAa31rpGSn4O7zu3CzaXyTO2qraSPvm7yqKwI4n3weQyKGVFnv5OiT+MDmA7nOXRNXrlyBSCSCv78/3r59CwDVGnZRlUGDBsHS0hLh4eFYsmQJzp49i5SUFEyYMAEAcOvWLVy8eBHLly/n9hEKhSgqKkJBQQG0tSWvLz4+Hh07dpTohdG7d2+IRCIkJCSAx+Ph2bNnGDhwYI3iDggIwIIFC/DPP/+gR48e2L59O/z8/Crs/QEAhYWFEsMj6tKZM2fwww8/4P79+8jJyUFpaanEa9atWze0a9cOO3fuxLRp07Bnzx7Y2Njggw/K3lO3bt3Co0ePoKenJ3HcoqIiPH78mHvu7OzMJReAsva0sbGBvb09vLy84OXlhY8//hja2trYs2cPPv/8c67un3/+CTc3N4wcOVLieB06dEDLli0RHR1dYTutX78e27ZtQ0pKCgoLC1FcXIxOnTpx5VW1z61bt3D79m3s2bOH24cxBpFIhMTERDg5OQEAunTpInHegIAADBo0CK1bt4aXlxc++ugjLtkipqWlJTUhamNBCQZCCCGEkCYkMj4SgVGBEpMDHrh3AAPtByr1vAbtTdo36gQDj8eTa5gCAHi09IClwBJpOWky52HggQdLgSU8WnrU6nASBwcH8Hg8JCQkSGy3ty/r/aKlpcVta9WqFQDg/v376NmzZ43Oq6KigoCAAOzYsQMhISEIDw9H//79ufPm5eVh8eLFEl35xd7nZr38ddSEiYkJhg4divDwcNjZ2eHPP/9EdHR0pfsYGxsjKyur2ucyMzNDZmamxLbMzEyJHhXlJSUl4aOPPsK0adOwfPlyNGvWDBcuXMDEiRNRXFzMJWUmTZqE9evXY9q0adi+fTsmTJjA9VbIy8uDq6urxA24mLhXBwCphIqenh5u3LiB6OhonDp1CosWLUJISAiuXr2KYcOGoXv37lzdFi0k52ARs7e3h7GxMR49eiQzwbBv3z7MnTsXP//8M3r27Ak9PT389NNP+Pfff7k6VbVPXl4ePv/8c8yaNUvq+NbW1hVeX+fOnZGYmIg///wTZ86cgZ+fH9zd3SXms3j9+rXEa9SY0CSPhBBCCCFNREUrD7wqfFWnKw/UBmcTZwDA3efKNSu+IihqlQ0jIyMMGjQI69atk5joThYPDw8YGxtXON/AmzdvqnXuCRMmIDU1FZGRkThy5Ag3uSNQdkOXkJAABwcHqYeKivTtjpOTE27duiVxDRcvXoSKigpat24NPT092Nra4uzZs3LFJv52XigUSpVNmjQJ+/fvx5YtW9CyZUv07t270mO5uLggLi5OrvOW17NnT6l4T58+XWFy5/r16xCJRPj555/Ro0cPtGrVCs+ePZOqN2bMGCQnJ2Pz5s2Ii4vjhqEAZa/7w4cPYWJiIvW6VzQZpZiqqirc3d2xcuVK3L59G0lJSfjf//4HPT09ieNUlOx5+vQpXr16BXNzc5nlFy9eRK9evTB9+nS4uLjAwcFBoleFWGXt07lzZ8TFxcl8X5XvkSGLQCDAp59+iq1bt2L//v04fPgwXr9+zZXfvXu3ymEhDRUlGAghhBBCmgChSIjAqMBKVx4IigqCUCR9k6QM2pu0BwDceX5HwZEoB0WtsrFhwwaUlpaiS5cu2L9/P+Lj45GQkIDdu3fj/v373Hh48bj7EydOYNiwYThz5gySkpJw7do1BAcHY+rUqdU6r52dHQYMGIApU6ZAQ0NDorfCokWLsHPnTixevBj37t1DfHw89u3bhwULFsg8lr+/PzQ1NTF+/HjcvXsX586dwxdffIGxY8dy8xiEhITg559/xpo1a/Dw4UPcuHEDa9eulXk8ExMTaGlpISoqCpmZmcjOzubKPD09IRAIsGzZMm5IR2U8PT1x4cIFqe2xsbGIjY1FXl4eXrx4gdjYWIlERGBgIKKiovDzzz/j/v37CAkJwbVr1yRWvijPwcEBJSUlWLt2LZ48eYJdu3Zh06ZNUvUMDQ3x8ccfY9GiRdxQlfKvo3gSzpiYGG5lj1mzZuHp06dSxxI7fvw41qxZg9jYWCQnJ2Pnzp0QiURSc3uI5eXlYd68efjnn3+QlJSEs2fPwtvbGw4ODvD0lD05raOjI65du4a//voLDx48wMKFC3H16lWpepW1z1dffYVLly5h5syZiI2NxcOHD/H7779X+JqKrV69Gnv37sX9+/fx4MEDHDx4EGZmZhITm8bExEgNm2gsKMFACCGEENIExKTESPVcKI+BITUnFTEpyjmzuTjBcPf53Vod39+Q+Tj5ICkwCefGn0OETwTOjT+HxMDEOh3q0rJlS9y8eRPu7u745ptv0LFjR3Tp0gVr167F3LlzsXTpUq6ut7c3Ll26BDU1NYwePRpt2rTBqFGjkJ2djWXLllX73BMnTkRWVhZGjx4tMfTB09MTx48fx6lTp9C1a1f06NEDv/zyi8zJ9QBAW1sbf/31F16/fo2uXbvC19cXAwcOlFjScfz48QgNDcWGDRvQrl07fPTRR9zEle9SVVXFmjVrsHnzZlhYWMDb25srEw/vEAqFGDduXJXX6O/vj3v37kkNQ3FxcYGLiwuuX7+OiIgIuLi4YMiQ/+bh6NWrFyIiIrBlyxZ07NgRhw4dwtGjR9G+fXuZ5+nYsSNWr16NFStWoH379tizZ4/EUorlffbZZyguLpa6AdfW1sb58+dhbW0NHx8fODk5YeLEiSgqKoJAIKjwGg0MDBAZGYkBAwbAyckJmzZtwt69e9GuXTuZ9fl8Pm7fvo1hw4ahVatWmDhxIlxdXRETEwMNDQ2Z+3z++efw8fHBp59+iu7du+PVq1eYPn26VL3K2qdDhw74+++/8eDBA7i5ucHFxQWLFi2qchJOPT09rFy5El26dEHXrl2RlJSEkydPcr1pLl++jOzsbLmW5myIeIx+QteZnJwc6OvrIzs7u9IPGak7JSUlOHnyJIYMGQI1NTVFh0PKobZRbtQ+yovaRrkpc/vsvbMXoyOrXv4uwicCo5xH1UNE1VNUWgTd73UhZEKkzUmDhV71ZtpXtrYpKiriVkWor0n9lJlIJEJOTg4EAoHMYQ0N2cSJE/HixQscO3ZMrvrz5s1DTk4ONm/eXMeRyWfHjh2YM2cO0tLSGuV7tbrtU1OffvopOnbsiPnz59foOEVFRXjy5AkSExPh4eEh8XNNkfehjevTSwghhBBCZDLXkz1W+X3r1TdNVU04GjkCoHkYSMOQnZ2NCxcuICIiAl988YXc+3377bewsbGBSCSqw+iqVlBQgMePH2PlypUICAioct6BhuZ926cmiouL4ezsjNmzZ9fL+RSBEgyEEEIIIU2Am7UbLAWWUpMCivHAg5XACm7WyrtCAzcPQybNw0CUn7e3Nzw8PDB16lQMGiT/UrAGBgaYP3++wntyrFy5Em3atIGZmVmjvCF+3/apCXV1dSxYsKDWVipRRrRMJSGEEEJIEyBeeeCTA59IldXlygO1qX3z9jiEQ7j7gnowEOVX1ZKUyi4kJAQhISHc8JXGpqG3j7KiHgyEEEIIIU2Ej5MPBrccLLW9rlceqC3OprRUJSGEKDPqwUAIIYQQ0kS8LX2Lf5/9CwBY4b4CVgIrmOuZw83aTal7LoiJh0jce34PQpGwQcRcFZpvnRDyPpT1ZwclGAghhBBCmohjCcfwuvA1LAWW+LLnlw3uBr2lYUto8DVQWFqIxDeJcGjmoOiQ3hufX/baFxcXN+rx2ISQulFQUAAAEAqFCo5EklIkGNavX4+ffvoJGRkZ6NixI9auXYtu3bpVWP/gwYNYuHAhkpKS4OjoiBUrVkisA8sYw3fffYetW7fizZs36N27NzZu3AhHx7KZh5OSkrB06VL873//Q0ZGBiwsLDBmzBh8++23ErOj3r59GzNmzMDVq1fRvHlzfPHFFwgODq67F4IQQgghpA5ti90GABjXYVyDSy4AZfNItG3eFjczbuLu87sNOsGgqqoKbW1tvHjxAmpqagqf0E/RRCIRiouLUVRU1ORfC2VDbaNcGGMoKCjA8+fPIRAIlK4ng8ITDPv378ecOXOwadMmdO/eHaGhofD09ERCQgJMTEyk6l+6dAmjRo3CDz/8gI8++ggREREYPnw4bty4gfbty7rNrVy5EmvWrMGOHTtgZ2eHhQsXwtPTE3FxcdDU1MT9+/chEomwefNmODg44O7du5g8eTLy8/OxatUqAGVrh3p4eMDd3R2bNm3CnTt38Nlnn8HAwABTpkyp19eIEEIIIaSm0nLScOrxKQBAQKcAxQZTA86mzlyCYXib4YoO573xeDyYm5sjMTERycnJig5H4RhjKCwshJaWFng82SudEMWgtlFOBgYGMDIyUnQYUhSeYFi9ejUmT56MCRMmAAA2bdqEEydOYNu2bfj666+l6oeFhcHLywvz5s0DACxduhSnT5/GunXrsGnTJjDGEBoaigULFsDb2xsAsHPnTpiamuLo0aMYOXIkvLy84OXlxR3T3t4eCQkJ2LhxI5dg2LNnD4qLi7Ft2zaoq6ujXbt2iI2NxerVqynBQAghhJAGZ+etnRAxEdys3eBo5KjocN5b++b/v1Tl84a/VKW6ujocHR1RXFys6FAUrqSkBOfPn8cHH3wANTU1RYdDyqG2UT5qamrg8/koKSlRdChSFJpgKC4uxvXr1/HNN99w21RUVODu7o7Lly/L3Ofy5cuYM2eOxDZPT08cPXoUAJCYmIiMjAy4u7tz5fr6+ujevTsuX76MkSNHyjxudnY2mjVrJnGeDz74QGLIhKenJ1asWIGsrCwYGhpKHePt27d4+/Yt91y8nEtJSYlSNn5TIH7d6fVXPtQ2yo3aR3lR2yg3ZW0fxth/wyOcxyldfNXRxqgNAOBO5p1qXYeytg3w33wMTZlIJEJpaSn4fD69HkqG2kb5iEQiiESiCn+uKfLnnEITDC9fvoRQKISpqanEdlNTU9y/f1/mPhkZGTLrZ2RkcOXibRXVedejR4+wdu1arveC+Dh2dnZSxxCXyUow/PDDD1i8eLHU9lOnTkFbW1vmuUn9OH36tKJDIBWgtlFu1D7Ki9pGuSlb+8TlxeHR60fQVNGEboouTqadVHRI7+1F8QsAwIOXD/D78d+hplK9b1SVrW2IJGof5UVto7zebRvxBJCKoPAhEoqWlpYGLy8vjBgxApMnT67Rsb755huJ3hU5OTmwsrKCh4cHBAJBTUMl76GkpASnT5/GoEGDqEuXkqG2UW7UPsqL2ka5KWv7HD1xFADg194Pn3z0iWKDqSHGGOY+novst9mw62aHDiYd5NpPWduGlKH2UV7UNsqrorYR96RXBIUmGIyNjcHn85GZmSmxPTMzE2ZmZjL3MTMzq7S++N/MzEyYm5tL1OnUqZPEfs+ePUP//v3Rq1cvbNmyRa7zlD/HuzQ0NKChoSG1XU1NjT6MCkZtoLyobZQbtY/yorZRbsrUPvnF+TgUfwgAMKnzJKWJqybam7THxdSLSHidANcWrtXaV5nahkij9lFe1DbK6922UWQ7KXSdEXV1dbi6uuLs2bPcNpFIhLNnz6Jnz54y9+nZs6dEfaCsS4i4vp2dHczMzCTq5OTk4N9//5U4ZlpaGvr16wdXV1eEh4dLLbnSs2dPnD9/XmL8yunTp9G6dWuZwyMIIYQQQpTRobhDyCvOg0MzB/Sx7qPocGpFe5OyiR7vPr+r4EgIIYSUp/CFTOfMmYOtW7dix44diI+Px7Rp05Cfn8+tKjFu3DiJSSADAwMRFRWFn3/+Gffv30dISAiuXbuGmTNnAihb8icoKAjLli3DsWPHcOfOHYwbNw4WFhYYPnw4gP+SC9bW1li1ahVevHiBjIwMiTkaRo8eDXV1dUycOBH37t3D/v37ERYWJjXBJCGEEEKIMhNP7hjQMaDRLDHnbOIMgBIMhBCibBQ+B8Onn36KFy9eYNGiRcjIyECnTp0QFRXFTaiYkpIi0bugV69eiIiIwIIFCzB//nw4Ojri6NGjaN++PVcnODgY+fn5mDJlCt68eYM+ffogKioKmpqaAMp6Ijx69AiPHj2CpaWlRDyMMQBlK0+cOnUKM2bMgKurK4yNjbFo0SJaopIQQgghDcbj149xPvk8eOBhXMdxig6n1oh7MDSGpSoJIaQxUXiCAQBmzpzJ9UB4V3R0tNS2ESNGYMSIERUej8fjYcmSJViyZInM8oCAAAQEBFQZV4cOHRATE1NlPUIIIYQQZbQ9djsAYFDLQbDSt1JsMLWonUk7AEDSmyTkvs2FnoaegiMihBACKMEQCUIIIYQQUruEIiHOPjmLDdc2ACgbHtGYGGsbw0y3bNLtuBdxCo6GEEKIGCUYCCGEEEIakcj4SNiG2cJ9lzteF74GAMw7PQ+R8ZEKjqx20TwMhBCifCjBQAghhBDSSETGR8L3gC+e5jyV2P4s9xl8D/g2qiQDzcNACCHKhxIMhBBCCCGNgFAkRGBUIBiYVJl4W1BUEIQiYX2HVidoqUpCCFE+lGAghBBCCGkEYlJipHoulMfAkJqTipiUxjGBNSUYCCFE+VCCgRBCCCGkEUjPTa/VesquXfOylSQy8zPxIv+FgqMhhBACUIKBEEIIIaRRMNczr9V6yk5HXQf2hvYAaqcXg1AkRHRSNPbe2YvopGipoSRVlRNCCAFUFR0AIYQQQgipOTdrN1gKLCscJsEDD5YCS7hZu9VzZHWnvUl7PMl6grvP76K/Xf/3Pk5kfCQCowIlXjtLgSXCvMLg4+RTZTkhhJAy1IOBEEIIIaQR4KvwEeYVJrOMBx4AINQrFHwVfn2GVadqY6nKilbeSMtJg+8BXwSfDq60vDGtzEEIITVFCQZCCCGEkEbCsZmjzO2WAksc8jvU6L5tr+lSlVWtvMHAsPry6iazMgchhNQUDZEghBBCCGkk9tzZAwDwbu2NoB5BSM9Nh7meOdys3RpVzwWx8itJMMbA4/GqtX9VK28AgJBVnDwovzJHP9t+1To3IYQ0RpRgIIQQQghpBERMhIg7EQCAMR3GNIkb3lZGraCqoorc4lyk5qTCWt+6WvvX1ooajWVlDkIIqSkaIkEIIYQQ0ghcSLmA1JxUCDQE+NDxQ0WHUy/U+epoY9wGAHAns+JhEkKREH8n/43zWefxd/LfEIqEeFv6FofjD9dKHI1lZQ5CCKkp6sFACCGEENIIiHsv+Dj5QEtNS8HR1J/2Ju1x9/ld3H1+Fx+2kk6svLsCxOrk1TDVMYWmqiaSs5OrPD6fx4eIiWTOw9AYV+YghJCaoB4MhBBCCCENXLGwGAfjDgIA/J39FRxN/Wpr3BYA8MeDPxCdFC0x4WJFK0Rk5mciOTsZAnUBvunzDXj//1954m1zes7hnr9bDjS+lTkIIaQmKMFACCGEENLART2KwuvC1zDTNUN/2/6KDqfeRMZHIuzfsqU5L6ZeRP8d/WEbZovI+MhKV4gQ09XQxdL+S3HI7xBaCFpIlIlX3lg5aGWl5Y1tZQ5CCKkJGiJBCCGEENLAiYdHjGw3ssl8my7unfBuAiEtJw2+B3wR0i+kyhUinuU+Q0xKDHycfODd2hsxKTEyV94Ql4fHhmPyH5Ohp66HJ7OeQJVPf0oTQkh59FOREEIIIaQBy32bi2MJxwAA/h2axvCIynoniLct+XuJXMcSrwDBV+FXuvIGX4UPf2d/TPljCnKLc/G66DVMdEyqHzwhhDRiNESCEEIIIaQBO3L/CApLC9HKqBVczV0VHU69iEmJqbJ3gpAJKy0Xq84KEFpqWrA1sAUAxL+Il3s/QghpKijBQAghhBDSgO25swcAMLr9aPB4vCpqNw7iXgdVMdQ0lJqcUYwHHqwEVtVeAcKpuRMAIP4lJRgIIeRdlGAghBBCCGmgMvMycebJGQBNZ3gEIH+vg6AeQQBqdwUIJ+OyBEPci7hq7UcIIU0BJRgIIYQQQhqo/ff2Q8RE6NaiGxyaOSg6nHrjZu0GS4Fllb0TvnX7ttZXgBAnGKgHAyGESKNJHgkhhBBCGijx8Ah/56bTewEom3AxzCsMvgd8wQNPYrLHd3sniFeAOPfkHP688CcG9xmM/vb933u1jbbN2wKgORgIIUQW6sFACCGEENIAPXr9CFfSrkCFpwK/dn6KDqfe+Tj5yN07ga/CR1+bvvjA8AP0telbo6U8xXMwpOWmIedtznsfhxBCGiPqwUAIIYQQ0oAIRULEpMRg/ZX1AICBdgNhpmum4KgUQ9w7ISYlBum56TDXM4ebtVuNEghVMdA0gJmuGTLyMnD/5X10a9Gtzs5FCCENDSUYCCGEEEIaiMj4SARGBUos0Xjt2TVExke+13wCjQFfhY9+tv3q9ZxOxk7IyMtA/It4SjAQQkg5NESCEEIIIaQBiIyPhO8BX4nkAgC8KXoD3wO+iIyPVFBkTQ9N9EgIIbJRgoEQQgghRMkJRUIERgVKTGYoJt4WFBUEoUhY36E1SeJ5GGipSkIIkUQJBkIIIYQQJReTEiPVc6E8BobUnFTEpMTUY1RNF/VgIIQQ2SjBQAghhBCi5NJz02u1HqkZ8VKVT7KeoKi0SMHREEKI8qAEAyGEEEKIkjPXM6/VeqRmzHTNoK+hDxET4eGrh4oOhxBClAYlGAghhBBClJybtRssBZbggSeznAcerARWcLN2q+fImiYej8fNw0DDJAgh5D+UYCCEEEIIUXJ8FT7CvMJkTvIoTjqEeoWCr8Kv79CaLG4ehhfyJxiEIiGik6Kx985eRCdF06SchJBGR1XRARBCCCGEkKr1t+0PdRV1FIuKJbZbCiwR6hUKHycfBUXWNFV3osfI+EgERgVKTNZpKbBEmFcYtR0hpNGgBAMhhBBCSAMQHhuOYlExnE2cEeYVhoy8DJjrmcPN2o16LihAdZaqjIyPhO8BX6keKGk5afA94ItDfocoyUAIaRQowUAIIYQQouRETIT1V9cDAL7o9gX62/VXcERE3IPhwasHEIqEFSZ5hCIhAqMCZQ5vYWDggYegqCB4t/amRBEhpMGjORgIIYQQQpRc1KMoPMl6An0NfYx2Hq3ocAgAWwNbaPA18Fb4FolvEiusF5MSIzEs4l0MDKk5qYhJiamLMAkhpF5RgoEQQgghRMmtu7IOAPCZy2fQUddRcDQEKJt4s41xGwCVT/SYnpsu1/HkrUcIIcqMEgyEEEIIIUrs0etHiHoUBQCY3nW6gqMh5cmzVKW5nrlcx5K3HiGEKDNKMBBCCCGEKLGNVzeCgWGww2A4NHNQdDikHHlWknCzdoOlwJJbTvRdPPBgJbCCm7VbncRICCH1iRIMhBBCCCFKKr84H9titwEAZnabqeBoyLvECYbKVpLgq/AR5hUms0ycdAj1CqUJHgkhjQIlGAghhBBClFTEnQi8KXoDe0N7eDl4KToc8g5uiMSLeDAmvUqEmI+TD8Z1GCe13VJgSUtUEkIaFUowEEIIIYQoIcYY1l0tm9xxepfpUOHRn23KxrGZI1R4KsgtzsWz3GeV1k3MLltpYnqX6eDzynor/G/c/yi5QAhpVOg3FSGEEEKIErqQcgG3M29DS1ULE1wmKDocIoOGqgZaGrYEUPk8DK8KXuFCygUAQHDvYK7nw4PXD+o+SEIIqUeUYCCEEEIIUSJCkRDRSdEIPhMMABjVfhSaaTVTcFSkIuWHSVTk5MOTEDEROpp2hI2BDTd3w/2X9+slRkIIqS/vlWAoKSlBamoqEhIS8Pr169qOiRBCCCGkSYqMj4RtmC367+iPf57+AwA48fAEIuMjFRwZqUhb47YAKu/BcOzBMQDAsNbDAJRbfaKSpAQhhDREcicYcnNzsXHjRvTt2xcCgQC2trZwcnJC8+bNYWNjg8mTJ+Pq1at1GSshhBBCSKMVGR8J3wO+eJrzVGL78/zn8D3gS0kGJcX1YKggwfC29C2iHkUB+C/B0Ma4TaX7EEJIQyVXgmH16tWwtbVFeHg43N3dcfToUcTGxuLBgwe4fPkyvvvuO5SWlsLDwwNeXl54+PBhXcdNCCGEENJoCEVCBEYFgkF6JQLxtqCoIAhFwvoOjVShqqUqzyWdQ15xHiz0LNDZvHPZPuWSEpWtPkEIIQ2NqjyVrl69ivPnz6Ndu3Yyy7t164bPPvsMmzZtQnh4OGJiYuDo6FirgRJCCCGENFYxKTFSPRfKY2BIzUlFTEoM+tn2q7/ASJXEvRGe5z/H68LXUvNlHEsoGx4xtNVQbiWQ1katwQMPrwtf40XBC5jomNRv0IQQUkfkSjDs3btXroNpaGhg6tSpNQqIEEIIIaSpSc9Nr9V6pP7oaejBUmCJpzlPEf8iHr2te3NljDEuwSAeHgEAWmpasDWwReKbRNx/eZ8SDISQRoNWkSCEEEIIUTBzPfNarUfqFzdp4ztzKtzMuIm03DToqOlggN0AiTJuHgaa6JEQ0ojI1YMBAHx8fOSqFxlJExARQgghhFSHm7Ub9y24LDzwYCmwhJu1Wz1HRuThZOyE009OSyULxL0XPB08oamqKbXPn4/+pIkeCSGNitwJBn19/bqMgxBCCCGkyeKr8BHSLwSTjk2SKuOBBwAI9QoFX4Vf36ERObRtLnupSm54RKthUvtUtfoEIYQ0RHInGMLDw+syDkIIIYSQBk0oEuLv5L9xPus8dJJ10N++f7USAqnZqQAAdb46ioXF3HZLgSVCvULh4yRfb1JS/2QlC1KzU3Ez4yZUeCoY4jhEeh/xsAoaIkEIaUTkTjAIhULcu3cPjo6O0NLSkigrKCjAo0eP0L59e6io0LQOhBBCCGlaIuMjERgVyA1xWJ28GpYCS4R5hcmVGHhb+habrm0CAGz33g5zPXOk56bDXM8cbtZu1HNByYmTBUlvkpBfnA8ddR2u90Ivq15ortNcah/xHAypOanIK86Drrpu/QVMCCF1RO5swK5du/DZZ59BXV1dqkxdXR2fffYZIiIiajU4QgghhBBlFxkfCd8DvlLzJ6TlpMH3gC8i46uen+pg3EFk5mfCQs8Cvm190c+2H0Y5j0I/236UXGgAmus0h5GWEQAg4VUCAODYg4qHRwCAkbYRmmuXJR4SXibUQ5SEEFL35E4w/Pbbb5g7dy74fOlfcqqqqggODsaWLVtqNThCCCGEEGUmFAkRGBUIBiZVJt4WFBUEoUhY4TEYYwj7NwwAML3LdKjx1eomWFKnuGESL+KR8zYH5xLPAQC823hXvQ/Nw0AIaSTkTjAkJCSgR48eFZZ37doV8fH0w5EQQgghTUdMSkyFKz8AZUmG1JxUxKTEVFjnn6f/4Nqza9Dga2CK65S6CJPUg/JLVf716C+UiErQ2qg1Whm1qnofmoeBENJIyD0HQ35+PnJyciosz83NRUFBQa0ERQghhBDSEKTnpte4nrj3wmjn0TLH6pOGoXyCITk7GQAwrLXs4RHv7nP/1f26DY4QQuqJ3D0YHB0dcenSpQrLL1y4AEdHx1oJihBCCCGkITDXM69Rvac5T3Eo7hAAYFb3WbUWF6l/4uEOdzLv4MSDEwDkSDA0px4MhJDGRe4Ew+jRo7FgwQLcvn1bquzWrVtYtGgRRo8eXavBEUIIIYQoMzdrN1gKLMEDr8I6lgJLuFm7ySzbdG0ThEyID2w+QCezTnUUJakPbZu3BQA8fP0QWUVZEKgL0M2iW6X7iFeSePj6IUqEJXUeIyGE1DW5EwyzZ8+Gs7MzXF1dMXjwYMyePRuzZ8/G4MGD0aVLF7Rv3x6zZ8+uy1gJIYQQQpQKX4WPMK+wSuu0NmotcyWIotIibL6+GQAQ2D2wTuIj9edq2lWJRFNOcQ5arm1Z6SoiVgIr6KjpoFRUisdZj+sjTEIIqVNyJxjU1NRw6tQpLF++HOnp6diyZQs2b96M9PR0LF++HKdOnYKaGs16TAghhJCmxcfJB+sGr5PaLl6C8GziWWy9vlWqfO+dvXhZ8BLW+tZVdqUnyi0yPhIjDo6QWk2kqqVKeTwe14uBhkkQQhoDuRMMQFmSITg4GLGxscjPz0dBQQFiY2MRHBwMdXX1uoqREEIIIUSpZb/NBgB0Nu2MOTZzcNr/NNK/TMf3A74HAMz8cyaupF3h6pdfmnJm15lQVZF73m2iZGq6VKl4Hob7L2miR0JIw1etBEN5ubm5yMnJ4R55eXm1GRchhBBCSINxIO4AAGBy58n4wPAD9LXpC74KH1/3+Roft/kYxcJifHLgE6TnpiM6KRrfRX+HW5m3oMnXxMTOExUcPamJmi5V2sbo/3swvKQeDISQhk/uBENsbCyGDBnCPbewsIChoSH3MDAwwNWrV+skSEIIIYQQZfXg1QPEZsSCz+NjeOvhEmU8Hg/bh29Ha6PWeJrzFHZhdui/oz+Wnl8KoGwOh+ik6PoPmtSami5Vyq0kQQkGQkgjIHeCYe3atejTp4/Etl27duF///sfzp49i9GjR2PNmjW1HiAhhBBCiDI7cK+s94K7vTuMtI2kygUaAkzrMg0A8Fb4VqKsoKSg0jH6RPnVdKlSJ+P/hkgwJj3MghBCGhK5B/xdunQJM2fOlNjWo0cP2NvbAwC0tLTg5+dXu9ERQgghhCi5/ff2AwA+bfepzHKhSIhVl1fJLGNg4IGHoKggeLf2lrnaBFFu4qVK03LSZM7DwAOv0qVKHZo5QFVFFXnFeXia8xRW+lZ1HTIhhNQZuXswJCcno3nz5tzzJUuWwNjYmHtubm6OzMzM2o2OEEIIIUSJxb2Iw93nd6GmoobhbYbLrFPTMfpEuZVfqrT8MpXln4d6hVaYPFLjq8GhmQMA+SZ6FIqEiE6Kxt47exGdFF3h5JGEEKIIcicYNDU1kZyczD2fPXs2BAIB9zw1NRXa2tq1Gx0hhBBCiBITD4/waOkBQy1DmXVqOkafKD8fJx8c8juEFoIWEtstBZY45HcIPk4+le7PLVVZxTwMkfGRsA2zRf8d/TE6cjT67+gP2zBbGmJDCFEacg+RcHFxwdGjR9G7d2+Z5ZGRkXBxcam1wAghTYdQJERMSgzSc9NhrmcON2s36iZMCFF6jDEuweDXruJhojUdo08aBh8nH3i39n6v32dOxk44iqOIf1FxgiEyPhK+B3ylhmGk5aTB94CvXIkMQgipa3InGKZPn46RI0fC1tYW06ZNg4pKWecHoVCIDRs2YO3atYiIiKizQAkhjdOR+0fw5ZkvJboPWwosEeYVRn8oEUKU2t3ndxH/Mh7qfHV4t/ausF5Nx+iThoOvwkc/237V3k880WNFPRiEIiECowJlvn9oHg9CiDKRe4jEJ598gjlz5uCLL76AoaEhXFxc4OLigmbNmiEoKAiBgYHw9fWty1gJIY3M5TeXMTJypNTYZPG3MdTlkxCizMS9F7wcvKCvqV9hvZqO0SeNX1VLVdI8HoSQhkLuBAMArFixApcuXUJAQADMzc1hbm6OgIAAXLx4ET/99FNdxUgIaYSEIiF+Tfu1wm9jACAoKogmryKEKCXGGLd6hF/bqlfRqukYfdK4iedgeJ7/HK8LX0uV0zwehJCGQu4hEmI9evRAjx496iIWQkgTciH1Al6VvKqwvPy3Me/T3ZQQQurSrcxbePj6ITT4GhjWephc+9RkjD5p3HTVdWEpsMTTnKe4//I+eln1kiineTwIIQ2FXD0YUlJSqnXQtLS09wqGENJ0pOfRtzGEkIZr/92y3gtDHIdAT0NP7v3EY/RHOY9CP9t+lFwgHG4eBhkTPYrn8agIDzxYCaxoHg9CiMLJlWDo2rUrPv/8c1y9erXCOtnZ2di6dSvat2+Pw4cP11qAhJDGyVyXvo0hhDRMjDEciCubf+HTdp8qOBrSWFQ20SNfhY9fPH6pdH+ax4MQogzkGiIRFxeH5cuXY9CgQdDU1ISrqyssLCygqamJrKwsxMXF4d69e+jcuTNWrlyJIUOG1HXchJAGro9VHxipGVU4TIJmVSeEKKvr6dfxJOsJtFS18GGrDxUdDmkkxBM93n95X2a5eH4iHngS8xfpa+hjm/c2mseDEKIU5OrBYGRkhNWrVyM9PR3r1q2Do6MjXr58iYcPHwIA/P39cf36dVy+fJmSC4QQufBV+PAxkf3HEM2qTghRRkKRENFJ0VgcvRgA8KHjh9BV11VwVKSxEE/0KKsHA2MMy2KWAQAWfLAA58afg397fwBAH+s+lFwghCiNak3yqKWlBV9fX1qOkhBSY4wxXMu5BgDQ4GvgrfAtV2YpsESoVyj9wUQIURqR8ZEIjAqUWCrwXNI5RMZH0s8qUivEQyQSsxJRWFIILTUtruz4g+O4nXkbuuq6COoRhGZazaCtpo09d/fgUuoliJgIKrxqLQ5HCCF1QuE/idavXw9bW1toamqie/fuuHLlSqX1Dx48iDZt2kBTUxPOzs44efKkRDljDIsWLYK5uTm0tLTg7u7O9bQQW758OXr16gVtbW0YGBjIPA+Px5N67Nu3r0bXSgj5T+T9SNzMvQl1vjpiP4/F3J5zAQDdLLohMTCR/mAnhCiNyPhI+B7wlUguAMDrwtfwPeCLyPhIBUVGGhMTHRMYahqCgeHBqwfcdsYYlscsBwDM6DoDzbSaAQBczFygraaNrKIsxL2IU0jMhDQV4h5se+/sRXRSNC2jXgmFJhj279+POXPm4LvvvsONGzfQsWNHeHp64vnz5zLrX7p0CaNGjcLEiRNx8+ZNDB8+HMOHD8fdu3e5OitXrsSaNWuwadMm/Pvvv9DR0YGnpyeKioq4OsXFxRgxYgSmTZtWaXzh4eFIT0/nHsOHD6+V6yakqcsrzsPcM2UJhbk95qJN8zbwaOkBACgoLaBhEYQQpSEUCREYFSgx5l1MvC0oKoj+2CQ1xuPxuHkYyg+TOJt4Fv+m/QstVS3M6TmH267GV0NPy54AgJjkmPoNlpAmJDI+ErZhtui/oz9GR45G/x39YRtmS8nlCig0wbB69WpMnjwZEyZMQNu2bbFp0yZoa2tj27ZtMuuHhYXBy8sL8+bNg5OTE5YuXYrOnTtj3bp1AMoyvKGhoViwYAG8vb3RoUMH7Ny5E8+ePcPRo0e54yxevBizZ8+Gs7NzpfEZGBjAzMyMe2hqatbatRPSlC35ewnSctNgqm6Kr3p9BQCw0rcCAKRkV29ZXEIIqUsxKTFSPRfKY2BIzUlFTArd4JGaEw+TKD/R47LzZXMvTO48GSY6JhL1xRMh0/uPkLpRUQ+2tJw06sFWgWrNwVCbiouLcf36dXzzzTfcNhUVFbi7u+Py5csy97l8+TLmzJkjsc3T05NLHiQmJiIjIwPu7u5cub6+Prp3747Lly9j5MiR1YpxxowZmDRpEuzt7TF16lRMmDABPB6vwvpv377F27f/jSPPyckBAJSUlKCkpKRa5ya1Q/y60+uvPO69uIdf/ilbamtSi0lQhSpKSkpgpmUGAMh5m4OXuS+hr6mvyDCbPPrsKC9qm/qV+iZV7nrlf99T+yifhtA2joaOAIB7z++hpKQEF1Iu4O/kv6GmooagbkFSsfds8V8PhuLi4kr/TlV2DaF9mqqm2jZCkRCz/pxVYQ82HngIjArEEPshCut9W1HbKLKtajXBwBiT+wfby5cvIRQKYWpqKrHd1NQU9+/LXp4nIyNDZv2MjAyuXLytojryWrJkCQYMGABtbW2cOnUK06dPR15eHmbNmlXhPj/88AMWL14stf3UqVPQ1tau1vlJ7Tp9+rSiQ2jShEyIuLw4ZJVkIfJ5JEpFpegm6Iau+l0l2kaPr4dcYS4iTkTARstGgRETMfrsKC9qm/qRnJssX727yTiZ/N+8UNQ+ykuZ2yYvOw8AcDXxKk6ePInFj8v+ruxv2B+3L9zGbdyWqF8kLAIffDzNfYodv++AibqJ1DEbGmVun6auqbXNndw7SMtNq7CcgeFpzlOsOrgKznqV94yva++2TUFBgYIieY8EQ0BAANavXw8dHR2J7UlJSRg7dixiYhpHF62FCxdy/+/i4oL8/Hz89NNPlSYYvvnmG4keFjk5ObCysoKHhwcEAkGdxktkKykpwenTpzFo0CCoqakpOpwm6cj9I5hzeo7UD2j/7v7AC0i0jX26PW5l3oJtR1sMdhisiHDJ/6PPjvKitqlfniJPbFq/Cc9yn8n8FosHHloIWmDuiLngq/CpfZRYQ2ibNlltsGzjMjwrfoabejdxM/cmVKCCNX5rYG9oL3Ofzq864+qzq1BzUMOQ9g13ufiG0D5NVVNtm5x7OcDjquvZtLfBkHaK+exV1DbinvSKUO0Ew61bt9ChQwfs3r0bPXuWdcvasWMHZs2ahQEDBsh9HGNjY/D5fGRmZkpsz8zMhJmZmcx9zMzMKq0v/jczMxPm5uYSdTp16iR3bLJ0794dS5cuxdu3b6GhoSGzjoaGhswyNTW1JvVhVEbUBooRGR+JkZEjZf5RHnQ6CMG2wRiiNoRrGxsDG9zKvIVn+c+ovZQEfXaUF7VN/VCDGtYMXgPfA9JLdPNQ1mszzCsMmhqS8zRR+ygvZW6bOy/uAABKRCVYHFPWe0FTTRP3Xt1Da5PWMvf5wOYDXH12FZefXkaAS0B9hVpnlLl9mrqm1jZWBlZy11P06/Ju2ygynmpP8njlyhX4+PigX79+mD9/Pvz8/DBz5kysWrUKR44ckfs46urqcHV1xdmzZ7ltIpEIZ8+e5RIX7+rZs6dEfaCsO4i4vp2dHczMzCTq5OTk4N9//63wmPKKjY2FoaFhhckFQoikymZeF/st7TeJmdetBGU/yFOz5RvzTAgh9cHHyQcHRxyECk/yzyZLgSUO+R2iZXVJrYiMj4TfIT+p7YUlhZVOJkcTPRJSN9ys3WApsOSSye/igQcrgRX3GSRlqt2DQU1NDT/99BO0tbWxdOlSqKqq4u+//36vG/g5c+Zg/Pjx6NKlC7p164bQ0FDk5+djwoQJAIBx48ahRYsW+OGHHwAAgYGB6Nu3L37++Wd8+OGH2LdvH65du4YtW7YAKFveJygoCMuWLYOjoyPs7OywcOFCWFhYSCwxmZKSgtevXyMlJQVCoRCxsbEAAAcHB+jq6uKPP/5AZmYmevToAU1NTZw+fRrff/895s6dW+1rJKSpkmfm9ZclL3Eh9QLcHcomZrXWtwYApOTQShKEEOXS06onREwEHnjY5r0Ntga2cLN2o2V1Sa2oajlUHngIigqCd2tvqfdcH+s+AMqWtnxZ8BLG2sb1EjMhjR1fhY8wr7BKe7CFeoXS74F3VDvBUFJSgq+//hrr16/HN998gwsXLsDHxwe//fYbhgyp3tiTTz/9FC9evMCiRYuQkZGBTp06ISoqipukMSUlBSoq/31b0KtXL0RERGDBggWYP38+HB0dcfToUbRv356rExwcjPz8fEyZMgVv3rxBnz59EBUVJbHE5KJFi7Bjxw7uuYuLCwDg3Llz6NevH9TU1LB+/XrMnj0bjDE4ODhwS2oSQuSTnpsuX728/+qJEwzUg4EQomxupt8EADg1d0JApwDFBkManeosh9rPtp9EmZG2Edo2b4u4F3G4kHIBw9sMr9tgCWlCfJx8cMjvEPwj/VFUWsRttxRYItQrlHqwyVDtBEOXLl1QUFCA6Oho9OjRA4wxrFy5Ej4+Pvjss8+wYcOGah1v5syZmDlzpsyy6OhoqW0jRozAiBEjKjwej8fDkiVLsGTJkgrrbN++Hdu3b6+w3MvLC15eXhWWE0KqZq5nXnUlAOa6/9UTD5FIyaYeDIQQ5RKbEQsA6GTWSaFxkMZJ7qR8BfX6WPWhBAMhdeTjNh9DoC5AUWkRQvqGoK9tX+rBVolqz8HQpUsXxMbGokePHgDKbui/+uorXL58GefPn6/1AAkhDZN43FpFeODBWM0Yfaz6cNvEPRie5jyFiInqPEZCCJHXzYyyHgwuZi4KjoQ0RnIn5Suo52ZD8zAQUlfS89LxvOA5VHgqmNd7HvrZ9qPkQiWqnWD47bffpJaoBMqGGVy/fr1WgiKENHx8FT6WD1gus0w8bm1ii4kSP6DN9cyhwlNBiagEmXmZMvclhBBFoB4MpC7VdDI58fYb6TeQX5xfZ3ES0hRdf1Z2j+tk7ARtNW0FR6P8qp1gAIBdu3ahd+/esLCwQHJyMgAgNDQUUVFRtRocIUSxhCIhopOisffOXkQnRUus+CCPjLwMAICaiuRSOZYCS+zz2YeeBpKTw6qqqKKFXgsANEyCEKI8souy8TirbDF06sFA6oJ4MjkAUkkGeSaTszGwgZXACqWiUvzz9J+6DZaQJuZG+g0AQGfzzgqOpGGodoJh48aNmDNnDoYMGYI3b95AKCy74TAwMEBoaGhtx0cIUZDI+EjYhtmi/47+GB05Gv139IdtmG2Fy2S9q0RYgjX/rgEAbPpoE86NP4cInwicG38OiYGJ+LjNxzL341aSoAQDIURJ3Mq8BaBsnhgjbSMFR0MaK/Fkci0ELSS2y7scKg2TIKRuXE8v68Hgau6q4EgahmpP8rh27Vps3boVw4cPx48//sht79KlCy3jSEgjERkfCd8DvlLLZaXlpMH3gK9cf+gcjDuItNw0mOqYwt/ZHxqqGhLlIqHsORas9K2AVCA1h1aSIIQoBxoeQeqLj5MPvFt7IyYlBum56TDXM5d7Mjk3azdE3InAhZQL9RApIU0H9WConmonGBITE7llHcvT0NBAfj6N+SKkIRGKhFJ/xAB477W4uXqM4Zd/fgEAzOg6Qyq5UBlrAfVgIIQoF5rgkdQnvgpfailKefSxLps0+fLTyygRlkCNr1bFHoSQqmTmZSItNw088OBiTr8D5FHtBIOdnR1iY2NhY2MjsT0qKgpOTk61FhghpG5FxkciMCpQYt1tS4ElJnee/N5rcYtdSLmAa8+uQVNVE1O7TK1WXDREghCibMQ9GOiPS6LM2jZvC0NNQ2QVZeFmxk10a9FN0SER0uCJey+0Nm4NXXVdBUfTMFQ7wTBnzhzMmDEDRUVFYIzhypUr2Lt3L3744Qf8+uuvdREjIaSWVTYE4rvo7+Q6RmVrdq/+ZzUAYFyHcWiu07xasVnpWwGgIRKEEOVQLCzGvef3ANAQCaLcVHgq6GPdB388+AMxyTGUYCCkFojnX6DhEfKrdoJh0qRJ0NLSwoIFC1BQUIDRo0fDwsICYWFhGDlyZF3ESAipRUKRsNIhEPKqaC3uR68f4ff7vwMAgnoEVTs+6sFACFEm957fQ4moBAaaBrDRt6l6B0IUyM3arSzBkBKDL3t9qehwCGnwxD0YaIJH+VU7wQAA/v7+8Pf3R0FBAfLy8mBiYlLbcRFC6khMSkylQyDkYaFrUeFa3Gv+XQMGhsEOg+HUvPrDpqwEZT0Ynuc/R1FpETRVNWsUKyGE1ET5CR55PF7llQlRMPFKEhdSLkDERFDhvdeK9ISQ/0c9GKqvRj91tLW1KblASANT2dCGd727FreYroYuhEwotT2rMAvbbm4DAMzpOee94mum1QzaatoAUONECCGE1BRN8Egaks7mnaGlqoVXha+Q8DJB0eEQ0qC9LHjJ9ail3wHyk6sHg4uLi9xZ+xs3btQoIEJI3apoaMO7FvdbjK03tkrc5JvrmiP7bTYevHqAL//6EmuHrJXYZ+uNrcgvyYeziTMG2g18r/h4PB6s9a1x/+V9pGSnwKGZw3sdhxBCagM3wSP9cUkaAHW+Orpbdkd0UjRiUmLeqychIaSMeHiEQzMH6GvqKziahkOuHgzDhw+Ht7c3vL294enpicePH0NDQwP9+vVDv379oKmpicePH8PT07Ou4yWE1JCbtRssBZYV9k7ggQcrgRW+dfsWSYFJODf+HCJ8InBu/Dmkzk7FAd8DAIB1V9dhz+093H4lwhKsvVKWcJjTc06NuhKLh0mkZtNEj4QQxRExkcQQCUIaAvEQxpiUGAVHQkjDRvMvvB+5ejB8991/s8pPmjQJs2bNwtKlS6XqpKbSzQAhyo6vwkeYVxh8D/hKlYmTDqFeoeCr8AFAainKD1t9iAVuC7AsZhmmHJ+C9ibtkVWUhcNxh/E05ylMtE0wqv2oGsVYVxM9CkVCxKTEID03HeZ65nCzduOukxBC3vUk6wlyi3OhwddAG+M2ig6HELmIEwynH5/G3jt76fcdafLe9+8/mn/h/VR7kseDBw/i2rVrUtvHjBmDLl26YNu2bbUSGCGk7vg4+WBR30VY/Pdiie2WAkuEeoXCx8mn0v1D+oXg37R/cfrJaXTZ0gWlrJQrKxIW4cTDE1UeozLvk2Co6pdHZHwkAqMCJYZ8WAosEeYVVqNYCSGNl7j3grOpM9T4aooNhhA5PS94DgDIzM/E6MjRAOj3HWm6avL3H/VgeD/VnuRRS0sLFy9elNp+8eJFaGrSbO+ENBTFwmIAwCD7QdwQiMTARLn++OCr8DHaueyPlvLJBQDIfZsL3wO+iIyPfO/YuCESOfL1ioqMj4RtmC367+iP0ZGj0X9Hf9iG2XIxRMZHwveAr9SkkWk5aTWOlRDSeN1ML5vgsZNpJ8UGQoicIuMjMTZyrNR2+n1HmqKa/P2XVZiFJ1lPAAAu5jQHT3VUuwdDUFAQpk2bhhs3bqBbt24AgH///Rfbtm3DwoULaz1AQkjd+F/i/wAA/s7+GOVcvSENQpEQC8/J/rwzMPDAQ1BUELxbe79Xl8zq9GAQ//JgYBLbxb889vvux5xTc6TKaytWQkjjFZsZC4D+uCQNg1AkRGBUIP2+IwQ1/zyIVxCyM7BDM61mdR5vY1LtHgxff/01duzYgevXr2PWrFmYNWsWbty4gfDwcHz99dd1ESMhpJZlF2Xj6rOrAIABdgOqvX9MSkylS0gyMKTmpL73BFNW+v/1YGBM+heDWFW/PBgYJv4+sU5jJYQ0XlwPBprgkTQAdf27mZCGpKafh+vPaP6F91XtHgwA4OfnBz8/v9qOhRBST84nn4eIieDYzPH/2Dvv+CjKtQ1fs5uQAgRCQiCwgYC0ICgKiJRIKApiQSIi4Ceox96CHBTxeOzlWECwnONBj4oFFDCiIqKIAUJXKYJ0SICEhBIIKaTu7vfHyywpW7N997348ctmZnbmyZaZd+73ee7HdDPvCHnFeS7dri5qiURJZQmF5YVER0Sb3c7WxQOguKrYrmM2NFaJRBKYHC85Tl5JHgoKl7S6xNvhSCQ2cfe1WSLxJ5z9PmzJl/4LDaVBAgNAZWUlJ06cwGAw1Frerl07p4OSSCTuZWXWSqBh2QsA8U3jXbpdXSJCI2gZ2ZKT505y5OwRiwKDKwdJDY1VIpEEJqrBY5eYLjRp1MS7wUgkduDua7NE4k84+32QGQwNx+ESif3795OcnExERATt27enQ4cOdOjQgcTERDp06OCOGCUSiYtR/ReGdRjWoOcnt0tGF6UztbWsi4JCQlSCqVVWQ6hZJmEJey8eLSNbujVWiUQSeKj1t7I8QuIveOLaLJH4C858H4oqith/ej8gBYaG4LDAcMcdd6DRaFi6dCl//PEHW7ZsYcuWLWzdupUtW7a4I0aJROJCTpSeYMeJHQCkJKY0aB9ajZY5I+cA1Dtxq7/PHjnbKRMpe4we7b14/HvUv90aq0QiCTzUDIbLWkuDR4l/4Ilrs0TiL9T8PljC0vdB9d9JiEqgZeOWbokvkHFYYNi2bRv//e9/ufbaa+nVqxeXXnpprf8SicS3ycjKAOCSVpc4ddJMTUpl8bjFtI1qW2u5LkrH4nGLne613S7KtsBg7eJRczA19uKxZmNtG9XWJbFKJJLAQ81gkB0kJP6Eu6/NEok/kZqUyvSB082uu7/P/Ra/D3/kifKI3m2k/0JDcFhg6N69O6dOnXJHLBKJxAOo/gsNLY+oSWpSKtlp2WRMzmB+6nwyJmeQlZblkgGMPSUSagyLblmERql9Oqs7mFJj/XXSr0SHC0+H9697Xw62JBJJPUoqS9hfINJjZYmExN9Qr3c3J90MwK0X3+qya7NE4m+cKT8DwOguo5mfOp/7e98PCKNwS53KtuRJg0dncFhgeO2113jiiSdYtWoVBQUFFBUV1fovkUh8G9V/oaEGj3XRarSkJKYwoecEUhJTXJZ6aU+JhEqfNn0wGA1oFA2fjP7EotCh1WgZ0mEIY7uPBeCngz+5JFaJRBJY/Hn8T4wYadO0DXGN47wdjkTiMFqNlkHtBgFgMBpkWYQkKDEajfyw/wcA7u1zLxN6TuDV4a/SOLQxO0/sNE261UXNYJD+Cw3DYYFh+PDhbNy4kWHDhhEXF0d0dDTR0dE0b96c6GjzTu8SicQ3OFx4mINnDqJVtFzV/ipvh2MVtVWlPQLDxpyNgLgQTO412abQcV3n6wD4Yf8PFtVriUQSvKj1tzJ7QeLPJDZPBODw2cPeDUQi8RI7TuwgpyiHiJAIhiQOAaB5eHPuuuwuAGZvnF3vOSWVJew9tReQGQwNxeE2lRkZGe6IQyKReAA1e6Fv275EhUV5ORrrqBkMuUW56A16q4KBKjBc2fZKu/Y9rOMwGmkbcejMIfYV7KNrbFfnA5ZIJAGDNHiUBALtm7UHILsw27uBSCRe4od9InthWMdhRIRGmJY/csUjvLv5XX7Y/wN7T+2tNQ7clr/NlMHWqkkrj8ccCDgsMAwePNgdcUgkEg/gSv8Fd9O6SWtCNCFUG6rJK8lDF6WzuO3G3PMCg84+gaFJoyYMbj+YFYdW8MP+H6TAIJFIamEyeJQCg8SPUTMYTpSeoKyqrNYNlkQSDKjlEWrmqkrnmM5c3+V6vt/3PW9vepv3rnvPtE76LziP3SUSf/75p13/JRKJb2I0Gl3uv+BOtBotbZsKF+yjZy0bPVZUV5guBvYKDFC7TEIikUhUqvRVpla+skRC4s80D29O00ZNAVkmIQk+Cs4VsCFnAwCjOo+qt/6xKx8D4JPtn3Cm7IxpufRfcB67Mxh69eqFoihW65UVRUGv17skMIlE4lr2nNpDXkkeYdowBiQM8HY4dtGuWTsOnz3MkbNH6J/Q3+w22/K3UamvJDYylo7RHe3e96jOo5jy0xQyD2dSVFHk8yUjEonEM+w5tYdKfSVRYVF0iO7g7XAkkgajKAqJzRPZcWIHhwsP0y22m7dDkkg8xvIDyzEYDfSM62kqu61JSmIKl7S6hD+P/8kHWz7giYFPADKDwRXYncGQlZXFoUOHyMrKsvj/0KFD7oxVIpE4gZq9MLDdQMJDwr0cjX3Y00nC5L+guxJFUezed+eYznRu0ZkqQxW/HPrFuUAlEknAoJZHXNrq0nrtbyUSf6N9c+HDIDMYJMGGpfIIFUVRmNJvCgDvbH6HKn0V56rOsevkLkBmMDiD3RkM7du3d2ccEonEzfiT/4KK2kniaJHlEgmT/4KdBo81GdV5FHM2zWHZ/mWyP7hEIgEudJCQ/guSQEAaPUqCkWpDNcsPLAfgui7mBQaACT0n8OTKJ8kpyiF9dzrtm7fHYDTQqnEr2jRt46lwAw4pzUskQYDeoGdV9irAP/wXVBzNYHAUVdVetn+ZbFcpkQQ56nnyp4M/AXBp60u9HJFE4jyyVaUkGNmYs5Ez5WeIDo+2Oj4MDwnngT4PAPDWxrdYsGMBIIQ5g9HgkVgDESkwSCRBwLb8bZwpP0PTRk3p06aPt8Oxm4RmIoPBksCQX5JPdmE2Cgp92/Z1eP9Xtb+KxqGNySvJM7Wlk0gkwUf67nQS5yQyZN4Qdp/aDcBTK58ifXe6lyOTSJxDZjBIghG1PeW1na8lRGM9Yf+BPg8QoglhU+4m3t78NgCbj20mcU6ivAY0ECkwSCRBgOq/MDhxsM0TrS+hZjBYKpHYlLMJgIvjLm6QSWNYSBjDOw4HZDcJiSRYSd+dztiFY8kpyqm1/ETpCcYuHCsHmBK/xpTBUCgzGCTBgy3/hZqsO7qOakN1veW5RbnyGtBApMAgkQQB/ui/ABcEhlPnTnGu6ly99abyiAb4L6iorYuW7V/W4H1IJBL/RG/Qk7Y8DSP1S6TUZVOWT0FvkB2yJP6JavJ4rPgYlfpKL0cjkbifI2ePsOPEDjSKhpGdRlrdVr0GmENeAxpOgwSG6upqfvnlF/773/9SXFwMwLFjxygpKXFpcBKJxHkq9ZVkHskE/Mt/AaBZWDOaNGoCUG92EWoYPDbAf0FFFRg25mzk1LlTDd6PRCLxPzKPZJo9t6gYMXK06KjpHCqR+BstI1sSERIhPstnLRsmSySBgjph1F/XnxYRLaxuK68B7sFhgeHw4cP07NmT0aNH89BDD3Hy5EkAXnvtNaZNm+byACUSiXNsytnEuapztIxsSY+4Ht4OxyEURbFo9FhtqOa33N8A5wQGXZSOS1tdihGjyXFYIpEEB3nFeS7dTiLxNRRFMWUxSB8GSTCwdN9SwL7yCHkNcA8OCwxpaWn06dOHM2fOEBERYVo+ZswYVq5c6dLgJBJJw1Ed0edsmgMI/wV/7OluSWD468RflFaVEhUWRVLLJKeOIcskJJLgJL5pvEu3k0h8EdXoUXaSkAQ6ZVVlJt8xa+0pVeQ1wD04fLeRmZnJ008/TaNGjWotT0xMJDc312WBSSSShlPTEf3r3V8DsPLQSr80qkmIEp0k6qZ2qv4LV7S9wmnhRFW5lx9YbtboRyKRBCbJ7ZLRRelQUMyuV1BIiEoguV2yhyOTSFyHNHqUBAsZ2RmUVZehi9LRM66nze3lNcA9ODwqNxgM6PX1jS5ycnJo2rSpS4KSSCQNx5IjemF5oV+64VrKYDD5Lzhh8KjST9eP6PBozpSfMXWmkEgkgY9Wo2XOyDlm16kDztkjZ6PVaD0ZlkTiUkytKs9mezcQicTNqO0pr+98PYpiXjSoSc1rQF2RQV4DGo7DAsM111zD7NmzTb8rikJJSQnPPvsso0aNcmVsEonEQQLREV3NYDhSVEdgyHHe4FElRBNichqW7SolkuAiNSmVxeMWExkaWWu5LkrH4nGLSU1K9VJkEolrkBkMkmDAaDReaE9pR3mEinoNaBvVttZyeQ1oOCGOPmHmzJmMGDGC7t27U15ezsSJE9m/fz+xsbEsWLDAHTFKJBI7ccQNNyUxxXOBOYGawVCzROJM2Rn2nNoDiOwDVzCq8ygW7FzAsv3LeGXYKxa30xv0ZB7JJK84j/im8SS3S5bKtkTi56QmpfL4z49zqPAQ0wdOZ2SnkfK7LQkYpMmjJNDRG/R8uv1TDp89TKgmlMHtBzv0/NSkVEZ3HS3Hdy7CYYFBp9Oxfft2vvrqK7Zv305JSQl/+9vfuO2222qZPkokEs8TiG64NUskjEYjiqKwOXczAJ1adCI2MtYlx1EzGLYf3867m9+lR1yPeheX9N3ppC1PqyXi6KJ0zBk5RyrcEokfc7zkOIcKD6GgMGPQDJqFN/N2SBKJy1AzGHKKcqg2VBOicXj4L5H4LHXHZlWGKrr/u7vDYzOtRus3k2++ToPOMCEhIdx2223cdtttro5HIpE4QSC64eqidACUVZdRUFZAbGSsS8sjVNYcXkMjbSMq9ZU88uMjpmOrFyjV26Ju+UluUS5jF46VaXQSiR+z7ug6AHrE9ZDigiTgaN2kten6lluUa8pokEj8HTk2800c9mB49dVX+eijj+ot/+ijj3jttddcEpREImkYgeiGGxYSRqvGrYALZRKuNHiECxeoSn1lreXqBWrRX4t49MdHA8rbQiKRXGD90fUADEwY6OVIJBLXo1E0pmxA2apSEigEou9YoOCwwPDf//6Xbt261Vt+8cUX8/7777skKIlE0jAC1RG9ZpmEwWgwdXpwRQaDrQuUESPjFo8jt9hyG96a3hYSicT/UDMYBraTAoMkMDF1kpA+DJIAwRHfMYlncVhgyM/PJz6+fnp1y5Ytycvzn7puiSRQCURH9IRmopPE0aKj7C/Yz5nyM4SHhHNJq0uc3retC5Qj+JO3hUQiEZRVlfHHsT8AGJAwwMvRSCTuQRUYZCcJSaAQiL5jgYLDAkNCQgLr1q2rt3zdunW0adPGJUFJJBLnSE1KNZUVPDnwSTImZ5CVluWX4gJAu6gLGQyq/0KfNn0I1YY6vW9XXnj8ydtCIpEI/sj7gypDFa2btKZD8w7eDkcicQumVpWyREISIASi71ig4LDJ4z333MOUKVOoqqpi6NChAKxcuZInnniCv//97y4PUCKROM7J0pNkFWYBMH3QdJqHN/duQE6iZjAcOXuE4opiwHX+C/ZeeFpGtuTUuVNmSykUFHRROr/ytpBIJIJ1R86XRyQMRFHM+9dIJP6ObFUpCTRU37Hcolw5NvMxHBYYHn/8cQoKCnjwwQeprBSGaOHh4UyfPp0ZM2a4PECJROI4m3KFR0FSbJLfiwtwwYPhaNFR9hbsBVzXQcLeC9Ssa2YxbvE4FJRa2/mzt4VEIrngvyDLIySBjMxgkAQaqu/Y2IVj662TYzPv4nCJhKIovPbaa5w8eZKNGzeyfft2Tp8+zTPPPOOO+CQSSQNwRxtHb6IKDHtP7eXP438Crvvbahpj1u2+UfMCNfZi0e6obVTbWtu0atLKb70tJJJgx2g0yg4SkqBA9WBQzZIlkkBA9R3TKLVvaf3ZdywQcFhgUGnSpAl9+/alR48ehIWFuTImiUTiJKrA0K9tPy9H4hoSokSJREFZAQajAV2Urt6NvjOoF6i6+6x7gUpNSiU7LZuMyRn0jOsJwLT+0+QFTCLxU/YV7KOgrIDwkHAui7/M2+FIJG6jbVRbtIqWSn0l+SX53g5HInEZN3a9EaNRZJa+N+o9v/cdCwQcLpEoLS3lX//6FytXruTEiRMYDLVV0EOHDrksOIlE4jh6g57NuZuBwMlgaNWkFSFKCNXGagA6RndEb9C7NO0tNSmV0V1Hk3kkk7ziPOKbxpPcLrneMbQaLSmJKUy+dDLTVkzjl6xf+PsA6T8jkfgjanlE3zZ9aaRt5OVoJBL3EaIJQRel4/DZw2QXZtOmqTRmlwQGJ0pPYMSIVtFyX+/7ZEmED+CwwHD33XezevVqbr/9duLj46UhkkTiY+w5tYfiymIahzbm4riLvR2OS1iyZ0kt34M1h9eQOCeROSPnuFShVsUDe7jmomtgBazOXk15dTnhIeEui0MikXiGmgaPEkmgk9g8kcNnD3O48LD0HJEEDLlFuQC0btJaigs+gsMCw48//sgPP/zAwIHyYiyR+CJqeUTftn0J0Tj8Ffc50nenM3bh2HoGjLlFuYxdONZrNXY94nrQuklr8kvyWXdkHcM6DvN4DBKJxDnW55z3X2gnxzSSwKd98/ZwWHaSkAQWx4qPAbi0dFbiHA57MERHR9OiRQt3xCKRSFxAIPkv6A160panme3uoC6bsnwKeoPe06GhKIrIYgB+Pvizx48vkUico+BcAXtO7QGgv66/l6ORSNyPavQoO0lIAoncYpHBIMt+fAeHBYYXX3yRZ555hnPnzrkjHolE4iRqi8pA8F/IPJJJTlGOxfVGjBwtOkrmkUwPRnWBazqeFxgOSYFBIvE31O4R3WK7ERMZ4+VoJBL3o7aqlBkMkkDClMHQVGYw+AoO50/PnDmTgwcP0qpVKxITEwkNDa21fsuWLS4LTiKROEZxRTE7T+wEAiODIa84z6XbuZrhHYcDsC1/G8dLjtOqSSuvxCGRSBxHtqeUBBsyg0ESiMgMBt/DYYHhpptuckMYEonEFfx27DeMGGnfrD3xTeO9HY7T2Ps3eOtvbdWkFb1a92Jb/jZ+OfQLt11ym1fikEgkjqN2kJBmd5JgQc1gOFx4GKPRKI3aJQGBavIoMxh8B4cFhmeffdYdcUgkAYPeoLfZ6tBdmPwXdP6fvQCQ3C4ZXZSO3KJcsz4MCgq6KB3J7ZK9EJ3gmo7XsC1/Gz8f+lkKDBKJn1Cpr+S3Y78BMoNBEjwkNEtAQaGsuoyT504S1zjO2yFJJE6jlkjIDAbfwWEPBoDCwkI+/PBDZsyYwenTpwFRGpGbm+vS4CQSfyN9dzqJcxIZMm8IE9MnMmTeEBLnJJK+O90jx1cFhivb+r//Aoi2kXNGzgGEmFAT9ffZI2d7tS1RTaNHo7G+CCKRSHyPrXlbKa8uJyYihi4xXbwdjkTiERppG5luwg4XyjIJSWCglkjILhK+g8MCw59//kmXLl147bXXePPNNyksLAQgPT2dGTNmuDo+icRvUNsp1jUlVNspultkMBqNAWXwqJKalMricYvrXTh0UTqvtaisycB2A4kIiSC/JN/kfyGRSHybmuURMk1cEky0by58GKTRoyQQOFd1jsLyQkBmMPgSDgsMU6dO5Y477mD//v2Eh4eblo8aNYo1a9a4NDiJxF/whXaK2YXZnCg9QagmlMviL3PbcbxBalIq2WnZZEzOYH7qfDImZ5CVluV1cQEgPCScwYmDAdmu0ufR62HVKliwQPzUe769qcQ3UAUGWR4hCTZMPgzS6FESAKjlEZGhkTQLa+blaCQqDgsMv/32G/fdd1+95W3btiU/P98lQUkk/oYvtFNUyyN6te5FeEi4ja39D61GS0piChN6TiAlMcWrZRF1ke0q/YD0dEhMhCFDYOJE8TMxUSyXBBVGo/FCB4l2UmCQBBdqJwmZwSAJBGq2qJTZaL6DwwJDWFgYRUVF9Zbv27ePli1buiQoicTf8IV2iib/hQAqj/AXVB+GNYfXUFZV5uVoJPVIT4exYyGnjgiYmyuWS5EhqMgqzCK/JJ9QTSi943t7OxyJxKPIVpWSQELtICHLI3wLhwWGG2+8kRdeeIGqqioAFEXhyJEjTJ8+nZtvvtnlAUok/oAvtFMMRP8Ff6F7y+60adqG8upy1h5Z6+1wJDXR6yEtDcwZcKrLpkyR5RJBxLojojyid5veRIRGeDkaicSzqCUSMoNBEgiYMhikwaNP4bDAMHPmTEpKSoiLi6OsrIzBgwfTqVMnmjZtyssvv+yOGCUSn0dtp1i304GKgkJCVILb2ilWVFewNX8rIAUGb6AoSq1uEhIfIjOzfuZCTYxGOHpUbCcJCkzlEdJ/QRKEqCaPhwsPy85HEr9H7SDRponMYPAlHBYYmjVrxooVK/j+++95++23efjhh1m2bBmrV6+mcePG7ohRIvF5arZTNIcRo1vbKW7N30qlvpKWkS3p0LyDW44hsY70YfBR8uwsS7J3O4nfIw0eJcGMWiJRXFlsct+XSPwVmcHgm4Q09ImDBg1i0KBBroxFIvFrUpNSubPXnXy07SOz61s3ae22Y6v+C/10/aTJjZcY3nE4AH8e/5O84jy3lsNIHCDezvfB3u0kfoveoOfHAz+y48QOAPq17efliCQSzxMRGkFc4zhOlJ4guzCb6Ihob4ckkTQYUwaD9GDwKRwWGN5++22zyxVFITw8nE6dOnHVVVeh1fqOw7tE4imyz2YDcH/v+7mq/VXEN43n0+2f8vG2j5myfAob796IRnE4ccgmJoPHtrI8wlu0bNySy+MvZ0veFn459Au3X3q7t0OSACQnQ5s2cOyY+fWKAjqd2E4SsKTvTidteVqtbj/9/tePOSPn+ES7W4nEkyQ2T+RE6QkOnz0ccG2tJcGFavLYtqnMYPAlHBYY3nrrLU6ePMm5c+eIjhaq55kzZ4iMjKRJkyacOHGCjh07kpGRQUJCgssDlkh8lTNlZ1idvRqAvw/4O51adAKgW2w3Fu9azG/HfuOLP79wy42nNHj0Da7peA1b8rbw86GfpcDgK2i1cOmllgUGgNmzxXauQK8Xfg55eSIrIjnZdfuWNIj03emMXTgWI7XrzXOLchm7cCyLxy2WIoMkqGjfrD2bczdLo0eJX2M0Gk0lEjKDwbdweCr1lVdeoW/fvuzfv5+CggIKCgrYt28f/fr1Y86cORw5coTWrVvz2GOPuSNeicRnWbZ/GXqjnotbXmwSF0CURvwj+R8APLnySUorS1163PySfLILs1FQ6Nu2r0v3LXEM1ehxxcEVGIwGL0cjAWDvXlixQjw210p56FBIddHNZXo6JCbCkCEwcaL4mZgo22B6Eb1BT9rytHriAmBaNmX5FPQG2UVEEjyonSQOF8pWlRL/5XTZaSr0FYAUGHwNhwWGp59+mrfeeouLLrrItKxTp068+eabzJgxA51Ox+uvv866detcGqhE4uss2bsEgNFdR9dbl3ZlGh2ad+BY8TFeX/e6S4+7KUdkL3Rv2Z2osCiX7lviGAMSBhAREsHx0uO8vu51VmWvkjcu3mb6dKiuhuuvF1kFGRkwfz68845Yn5EBu3Y5f5z0dBg7tn7HitxcsVyKDF4h80hmrbKIuhgxcrToKJlHZBcRSfCgGj2qZZ0SiT+iZi/ERMQQFhLm5WgkNXFYYMjLy6O6urre8urqavLz8wFo06YNxcXFzkcnkfgJFdUVLD+wHICbut1Ub314SDhvXP0GAK+vf50jZ4+47Ngm/wVZHuF1ftj/g2lWdMbKGQyZN4TEOYmk75Y3l15h9Wr49ltRovD66+JnSgpMmAAPPww33QQGAzz5pHPH0eshLU20vKyLumzKFLGdxKPkFdvXHcTe7SSSQKBmq0qJxF9RDR5lBwnfw2GBYciQIdx3331s3brVtGzr1q088MADDB06FIAdO3bQoYNslScJHn7N+pWSyhLaNG1D7za9zW6TmpTKVe2vory6nOm/TGdV9ioW7Fjg9Cy39F/wDdQ67/Lq8lrL1TpvKTJ4GIMB/v538fjeeyEpqf42r74qRIfvvxe+CQ0lM7N+5kJNjEY4etS5Y0gahL3dXGTXF0kwoZZISA8GiT8j/Rd8F4cFhv/973+0aNGC3r17ExYWRlhYGH369KFFixb873//A6BJkybMnDnT5cFKJL7Kt3u/BeDGLjda7BKhKApvjXgLgC93fsmQeUOYmD7RqVluvUHP5tzNgBQYvIms8/ZB5s+HP/6Apk3huefMb9OtG9x9t3j8+OPmMxDsIc/O2W97t5O4jOR2yeiidCiYb9+roJAQlUByO9lFRBI8qCUSZ8rPUFwhM44l/onsIOG7OCQwGI1GKisr+e6779i9ezeLFi1i0aJF7Nq1i59//plWrVoBIsvhmmuucUvAEomvYTAaTALD6G71/RdqYmm2oCGz3HqDnk+2fUJpVSnhIeF0adHF7udKXIus8/YxysrgqafE4xkzIC7O8rbPPguRkbBpE3z9dcOOF2/n7Le920lchlajZc7IOWbXqaLD7JGz0Wpkpw9J8NA0rCktIloAcPisLJOQ+CdqBoMUGHwPhwWGTp06kZOTQ9euXbnxxhu58cYb6dq1q7vik0h8nt9yfyO/JJ+mjZoyJHGIxe3UWW5zODrLnb47ncQ5idz9vZh9La8u56J3LpJp+F5C1nnbQK+HVatgwQLx0x1eBDWP8eijoiShXTvhfWCN+PgLpRQzZsAvvzgeZ3Iy6HSgmJ8lB6BRI5ExIfE4qUmpLB63mDBtbRMwXZROtqiUBC0mo0dZJiHxU1QPBlki4Xs4JDBoNBo6d+5MQUGBu+KRSPwONXvh2s7XWnWxddUst1rrX3dfstbfe8g6byt4onVj3WN8+KFYPmYMRETYfv7jj0NUFBw4AFdf7XicWi3MmWO9xKKyEq66Cg4d8ozgIqlFalKqaZbrn8n/JGNyBllpWVJckAQtslWlxN8xZTBIk0efw2EPhn/96188/vjj7Ny50yUBvPfeeyQmJhIeHk6/fv3YvHmz1e0XLVpEt27dCA8Pp2fPnixbtqzWeqPRyDPPPEN8fDwREREMHz6c/fv319rm5ZdfZsCAAURGRtK8eXOzxzly5AjXXXcdkZGRxMXF8fjjj5vtniGRmMojzLSnrIkrZrllrb9vYqvOGwjOOm9PtG60dAyAt9+27xgrVkBRUf3ljsSZmgq9etVfnpAgxIf27WH/frjsMmjTxr2Ci6Qe1YZqjhSJ7j339rmXlMQUWRYhCWpkBoPE35EZDL6LwwLDpEmT2Lx5M5deeikRERG0aNGi1n9H+Oqrr5g6dSrPPvssW7Zs4dJLL2XEiBGcOHHC7Pbr169nwoQJ/O1vf2Pr1q3cdNNN3HTTTbXEjtdff523336b999/n02bNtG4cWNGjBhBefkFZ/fKykpuueUWHnjgAbPH0ev1XHfddVRWVrJ+/XrmzZvHJ598wjPPPOPQ3ycJfPYX7GfXyV2EaEIY1XmU1W1dMcsta/19k5p13pZEhleGvRJcNzSeaN1o7Rgqto6h7sMcjsS5Zw9s2yYef/GFMJnMyICsLFGysX69EBmKiqDuNc6VgovELEfOHqHaUE2YNkwORiUSarSqlB4MEj+k2lDN8ZLjgPRg8EVCHH3C7NmzXXbwWbNmcc8993DnnXcC8P777/PDDz/w0Ucf8aSZvuRz5sxh5MiRPP744wC8+OKLrFixgnfffZf3338fo9HI7Nmzefrppxk9Wswmf/rpp7Rq1YolS5Ywfvx4AJ5//nkAPvnkE7Nx/fzzz+zatYtffvmFVq1a0atXL1588UWmT5/Oc889R6NGjVz2Gkj8GzV7ISUxhebhza1uq85y5xblms1AUFDQRemsznLLWn/fRa3zTlueVksE0ipa9EY964+u5/8u+T8vRuhhHGndmJLivWO4Ks533hE/R48WmQl1adUKqqosH0NRhJAxerQouZC4lENnDgHQIbqDxU4/EkkwkRCVAMAfx/5gVfYqktslB5cILvFr8kvyMWIkRBNCy8YtvR2OpA4OCwyTJ092yYErKyv5448/mDFjhmmZRqNh+PDhbNiwwexzNmzYwNSpU2stGzFiBEuWLAEgKyuL/Px8hg8fblrfrFkz+vXrx4YNG0wCgy02bNhAz549TV0x1OM88MAD/PXXX1x22WVmn1dRUUFFRYXp96LzKbdVVVVUWRpYStyK+rq76/VfsnsJANd3ut6uY8wcPpPx6eNRUGqJDOqs95vD38SgN2DQG8w+v2WEfSfRlhEtff4z5+73xhvc0OkGRj04irVH15JXkkd8k3iq9FWM+nIU//n9P6R2TWVw+8HeDtMunH1/lKNH7brAVB89itGLx3BJnIWFhMybhwJUP/ig2e2U1asJOXbM8gHOCxnVGRkYB1v/jATid8fd7Du5D4COzTu6/XWT74/vIt8bwTd7vuGR5Y8AcKjwEEPmDaFt07bMunoWY7qN8Vpc8v3xXXztvTl8WmTexDeJR1+tR0/wlgZbem+8+V45LDAAHDx4kI8//piDBw8yZ84c4uLi+PHHH2nXrh0XX3yxXfs4deoUer2+1k08QKtWrdizZ4/Z5+Tn55vdPj8/37ReXWZpG3uwdJyaxzDHq6++asqOqMnPP/9MZGSk3ceXuJ4VK1a4fJ+FVYVsyBFiWOOcxiw7sczGMyCMMJ5IfIIPcz+koOqCWWrzkObcq7uXsENhLDtkeT96o56Y0Jhaz61LbGgsRTuLWPaX7Xh8AXe8N75AFFGUUgrAiJgR/FTwE/+36P+Y03UO4dpwL0dnPw19f2IOH2aQHdttPHyYgmUN+6y64hiu2MdF335Lj9JSitq1I+PcOTCzXds1a+hjx3G2/fgjuaWldmwZuN8dd7DimHitNIWaet5NbjumfH98lmB+bzYUbuC17NfqLc8tzuXW9FuZnjid/s37eyGyCwTz++Pr+Mp7s7FwIwAR1REeO6f7OnXfm3PnznkpkgYIDKtXr+baa69l4MCBrFmzhpdffpm4uDi2b9/O//73PxYvXuyOOP2CGTNm1MqwKCoqIiEhgWuuuYaoqCgvRha8VFVVsWLFCq6++mpCQ0Nduu9Ptn+C4S8DvVr1YvJN9mf2jGIUzxmeY+3Rtdz/w/0cLDzIayNe445L77Dr+f++6N+MTx9fr8xCzYJ474b3uKHbDXbH4y3c+d74GoMqBtFrbi9yinPYELGBN4a/4e2QbOL0+zNsGMaXX0ap4X9TE6OiQNu29Js2reElASNGYHz/fcjNNet8Ydcx1H0cO4ZixsvB5j70ekIeewyAyBkzGHXddWYPozRuDLNm2fyTel17LZfakcEQLN8dV/HJ15/ACRjSawijrrDul+Ms8v3xXYL9vdEb9Dz03kMW1ysofHH6C54b/5xXyiWC/f3xZXztvcn+PRuyoXtCd0aNcu853dex9N4UmTOv9hAOCwxPPvkkL730ElOnTqVp06am5UOHDuXdd9+1ez+xsbFotVqOHz9ea/nx48dp3bq12ee0bt3a6vbqz+PHjxMfH19rm17m3L0t0Lp163rdLNTjWooNICwsjLCw+m0KQ0NDfeLLGMy44z1YemApAGOSxji871BCGd5pOLf2uJVX1r7CmqNruKfPPXY9d1zPcSw/tJyPt31ca7kuSsfskbP9ru1aMHw/YkJjmHvDXEbNH8Xbm99mbPexVBurySvOI75pvE/Xvjbo/TEa4f77wYK4AAhBYM4cQsOdyOYIDRVdGD7/3MwBFPuOERoquk2MHSt8EOqIDIrRCG+9ZXkfy5YJI8cWLQiZNEnszxxDhoBOJwwdzZlSKgrodIQMGWK34BIM3x1XkX02G4AuLbt47DWT74/vEqzvzbrsdSbnfXMYMZJTlMPGvI2kJKZ4LrA6BOv74w/4yntz/Jy4L9NF6XwiHl+g7nvjzdfFYaejHTt2MGZM/fqsuLg4Tp06Zfd+GjVqRO/evVm5cqVpmcFgYOXKlfTvbz41q3///rW2B5EOom7foUMHWrduXWuboqIiNm3aZHGflo6zY8eOWt0sVqxYQVRUFN27d7d7P5LARG/Qs/zAcn7c/yMA13e+vsH7GtZxGAArD63EaM0Jvw7qAOGBPg8wP3W+7OnuB1zb+VomXzoZI0aGfDqEIfOGMDF9IkPmDSFxTiLpuwOog8DTT8NHH4FGA08+KW6sa6LRiE4LqU5+Xv/8ExYuFI+jo2uv0+lg8WL7jpGaKrZtW8eJWjmfF5GVZfm5b78tft5zD1grhdNqRbvKmvuty+zZ0uDRDRiNRg6ePgjARdEXeTkaicR7SKNoSaCgjoPbRskOEr6IwwJD8+bNycurf+LZunUrbesOzmwwdepUPvjgA+bNm8fu3bt54IEHKC0tNXWVmDRpUi0TyLS0NJYvX87MmTPZs2cPzz33HL///jsPP/wwAIqiMGXKFF566SW+++47duzYwaRJk2jTpg033XSTaT9Hjhxh27ZtHDlyBL1ez7Zt29i2bRslJSUAXHPNNXTv3p3bb7+d7du389NPP/H000/z0EMPmc1QkAQP6bvTSZyTyLVfXEuVQZinjP5qdINvDgckDCA8JJy8kjz2nDLvPVKX0spSVmWvAuCRKx5hQs8Jsqe7nzC0w1BAtFeqSW5RLmMXjvVPkUGvh1WrYMEC8XPOHHjlFbHuv/+FV1+F7GzRsnHePIiLA4MBHPDFMUtFBdx+O1RWwo03itaPGRm120M6ImCkpl6IU93H+++LdU8/LcSMuuzYAb/+KkSBBx+07xjmhIzGje0XQyQOc+rcKYori1FQ6BDdwdvhSCRewxXtsiUSX+BYsTBNli0qfROHSyTGjx/P9OnTWbRoEYqiYDAYWLduHdOmTWPSpEkO7evWW2/l5MmTPPPMM+Tn59OrVy+WL19uMlQ8cuQIGs0FDWTAgAHMnz+fp59+mqeeeorOnTuzZMkSevToYdrmiSeeoLS0lHvvvZfCwkIGDRrE8uXLCa+R3vrMM88wb9480+9qV4iMjAxSUlLQarUsXbqUBx54gP79+9O4cWMmT57MCy+84OjLJQkg0nenM3bh2HreB+rN4eJxix3OIAgPCWdgwkBWZq1kZdZKklom2XxORnYGlfpK2jdrT7fYbg4dT+I99AY9//j1H2bXGTGioDBl+RRGdx3tP2JRejqkpZlv8/jii3D33eKxVnuhxWNVlVj+6qti1r9Jk4Yd+/nnxU1/bCzMnQshIQ1vd6lSM06AwYNh6VL4/nv4v/+D336DmiKzmr0wZgy0a2ffMVJTRSvKzEz4+WfxOkREiGUSt3DwjMheaBvVlvAQ/zFYlUhcjSvaZUskvkBukchgaNO0jZcjkZjD4QyGV155hW7dupGQkEBJSQndu3fnqquuYsCAATz99NMOB/Dwww9z+PBhKioq2LRpE/369TOtW7VqFZ988kmt7W+55Rb27t1LRUUFO3furGfsoSgKL7zwAvn5+ZSXl/PLL7/QpUuXWtt88sknGI3Gev9Tagws27dvz7Jlyzh37hwnT57kzTffJCSkQU03JAGA3qAnbXma2QuyumzK8inoDY63yVFntX/N+tWu7dXSjGs7XYtiKdVa4nNkHskkp8jMjfh5jBg5WnSUzCOZHozKCdLThW+BOXEBIMmCWDZpEnTqBCdPXrhBt4eamRLvvgv/+pdYPncu1On64zIUBT74QIgYO3bAM89cWFdQcMH7IS3Nsf2qQsbzz4vSjlOnYP16l4UtqY1aHtExuqOXI5FIvItWo2XOSFGqpdSxxlV/nz1ytv+I3JKgxZTBIEskfBKHBYZGjRrxwQcfcPDgQZYuXcrnn3/Onj17+Oyzz9DK2lFJgOLOm8NhHYQPQ0Z2hk2Bwmg0suyAaMczqnNwu+b6GwFV+6rXi5tqS74higKPPSa2q0toqLixBnjjDSgstH289HRITBRGiRMnwiOPiGMPHiyyB9xJq1ZCZAAR76pV4v9DDwkTy169YODAhu07NBSuP+/h8s03LghWYo5DZw4B0n9BIgFITUpl8bjF9W7MdFG6BmViSiSeprSylLMVZwGZweCrOCwwrF27FoB27doxatQoxo0bR+fOnV0emETiS7jz5rB3m95EhUVRWF7I1vytVrfdW7CX7MJsGmkbmTIfJP5BQNW+ZmZazlwAcfN/9KjYzhy33goXXyzEBVutG61lSqxZI9a7m5tugjvuEH/X8OFC6PjqK7Hu8GHnxAFVIPnmG8uCjcQp1BIJKTBIJILUpFSy07KZMVD4nPWO7y2NoiV+g5q90KRRE6LCorwcjcQcDgsMQ4cOpUOHDjz11FPs2rXLHTFJJD6HO28OQzQhpnZQKw+ttLqtWh5xVfuraNyoscPHkngPtfa1blqqioJCQlSCf9S+mjH6tbZdXR9IPVpQPW3eekuUS5jDVqYEwJQp5jMlXM2wYRdiqklhoRBAGip0jBghPBiys2HbNicClFjCJDC0kAKDRKKi1WgZ2G5grd8lEn9A7SAhsxd8F4cFhmPHjvH3v/+d1atX06NHD3r16sUbb7xBjrXZLInEz3H3zaFaJrEyy4bAcOCC/4LEvwio2td4O4W0+Ph61Q1Dhojf041j4PLLoaQEXn/d/POdzZRwFXo91OhoVC8GaLjQERkJI0eKx7JMwi1IDwaJxDwtIloAcLrstJcjkUjsR3aQ8H0cFhhiY2N5+OGHWbduHQcPHuSWW25h3rx5JCYmMnSoTNmWBCbqzaEl12Vw7uZQLXdYe2QtFdUVZrcprSxl9eHVgPRf8FcCpvY1ORl0OuG1YA5FgYQE0k8mm61uyM2FsbcorLv2JbHgnXfg669rpDicv1F3MFPCbbhb6KhZJiFxKeeqzpFXIj4fskRCIqmNFBgkvoDeoGdV9ioW7FjAquxVNv3IZAcJ38dhgaEmHTp04Mknn+Rf//oXPXv2ZPXq1a6KSyLxOVKTUrmz1531lrvi5vDilhfTqnEryqrL2Jiz0ew2v2b9SqW+ksTmiXSN6drgY0m8i1r7uvy25WgVIUitmrzKf8QFEF0Q5swxX7pwXnTQz5pN2lSt2U3UZRPmjcTYtRtUVIgyg5opDv/73wWfA1vYm1HRUNwtdFx/vWizuXMnHDjQsH1IzJJ1JguAZmHNTDdTEolEoH4nzlacpdpQ7eVoJMFI+u50EuckMmTeECamT2TIvCEkzkkkfbflskO1REJmMPguDRYY1q1bx4MPPkh8fDwTJ06kR48e/PDDD66MTSLxOVTX2nsuv4f5qfPJmJzhEmMkRVFMWQyWyiRqlkfI9pT+jVajZUSnEVwWfxkAvx37zcsRNYAxY0QWQ110Oli8mMzYVJuT/n1yvoG9e+qvzMmBu++Gb7+1HsP5TAmS3exb4UBJSIOIjhZtK0FmMbiYmv4L8rwpkdQmOiLa9LiwvNB7gUiCkvTd6YxdOLZel7bcolzGLhxrUWRQSyRkBoPv4rDAMGPGDDp06MDQoUM5cuQIc+bMIT8/n88++4yRah2pRBKAGI1G1h4RXVQmXzqZCT0nkJKY4rKaeWs+DEaj0SQwyPKIwOHKtlcCsCl3k5cjaQCbNwshIDwcvv8e5s+HjAzIyoLUVJuT+Rr0zCHN+kaNGsGzzwohoe7Nofr77Nkio8Kd2FkS4pTQIcsk3ILqvyDLIySS+oRoQmgW1gyQZRISz6I36Elbnma29FhdNmX5FLPlEqYMhiiZweCrOCwwrFmzhscff5zc3FyWLl3KhAkTiIyMdEdsEolPceD0AU6UniBMG0afNn1cvv9hHYXAsDl3M8UVxbXW1WxPOSRxiMuPLfEO/XT9ACyWxfg0H30kft5yi0jxnzBBzMKfv9m3NZmfTCYJ5FiwTT1PZaXY5+LF0LbOQOJ8pgSpHigtUUtCwH1Cx+jR4ueGDXDsWMP3I6mFmsEgDR4lEvNIHwaJN8g8klkvc6EmRowcLTpK5pH63kYyg8H3cVhgUEsjYmNj3RGPROKzqNkLfdv2JSwkzOX7T2yeSMfojlQbqllzeE2tdWp7ysHtB8v2lAHElTqRwbAlbwuV+kovR+MA584JQ0aAu+6qt9pgsF3d0AYHfA1SU0Ubx4yMepkSjlCvXaYjTR9SU90rdLRtC/2E4GTzxZPYzaEzhwCZwSCRWEIKDBJvkFds3xig7nZGo1F2kfADQhrypP3795ORkcGJEycwGAy11j3zzDMuCUwi8TVUgWFQwiC3HWNo4lAOnTnEr1m/cl2X60zLlx1YBsj2lIHGRdEXERMRQ0FZAdvzt9O3bV9vh2QfixdDcTF07Ih+4FVkrhI6QHw89OkDd9whmkKoKEp9P8g8HPQ10Gov+BQ0gPR0SEur3QxCpxOJCXZrA6mpItMgM/PCH5yc7LoSjdRU2LRJlEk88IBr9hnk1PRgkEgk9VEFhoJzBV6ORBJMxDe1bwxQd7uCsgLThIy9+5B4HocFhg8++IAHHniA2NhYWrduXcs0SVEUKTBIApa1R88LDO3cJzAM6ziMD7d+WMuHoaSyxJTRIP0XAgtFUein68ey/cvYlLvJfwSG8+URf/W7k5EdNbVu2hs1EpUNjRrBxx8Li4a6N/YAugnJkKkTPSstdaPQ6Vxi4JieLppU1D1Mbq5Y7lACgpNCh1XGjIHp00WGxpkzwvxR0mD0Br2pi4TMYJBIzCMzGCTeILldMm2btjX5KdRFQUEXpSO5Xe0xgNqismVkSxppG7k9TknDcLhE4qWXXuLll18mPz+fbdu2sXXrVtP/LVu2uCNGicTrnCg9wb6CfQAMSBjgtuOonSS2H9/OydKTAGRkZVCpr6RD8w50ienitmNLvEO/tn7mw3DgAKxejVFRGLngjnrCQeX5So+nnxZdJ+tWN8yYIdZ/vUTLiX+42dcAUQaRlmZew1CXTZniYLmEu+jcGS6+GKqrQXZlcpqcohyqDFWEakLRRZnpeCKRSKTAIPEKWo2Way66xuw65bw70+yRs+sZqZvKI6TBo0/jsMBw5swZbrnlFnfEIpH4LOuOrAOgR1yPWm2dXE1c4zh6xvUEICM7A5DtKQMd1YfBbzpJfPIJAKsajSAH8zdtigIffHDhpl2d9J8wAV5+WTwuK4O7lqZiXOReA8fMzPrZEzUxGuHoUbGdTyC7SbgM1X8hsXmiy7r9SCSBhhQYJN7gZOlJUxvK6PDa42pdlI7F4xabbQGvZjxIg0ffxmGB4ZZbbuHnn392RywSic+iuti6039BxdSu8tBKjEYjy/YL/wVZHhGYXNH2CkB0KTl17pSXo7GBXm8SGP5dUd/cUcXaTbuiwH/+A6GhYpJ+icY1Bo6WsNUu09Ht3I4qMCxdKl5rh90oJSrSf0EisY1JYCiXAoPEc/zj139wtuIsl7W+jPy/5/P9hO/RKOK29Of/+9msuABIg0c/wWEPhk6dOvHPf/6TjRs30rNnT0JDQ2utf/TRR10WnETiK6gGj8ntna8Ht8XQDkOZvWk2K7NWsufUHg6fPUyYNowhHWR7ykCkeXhzusV2Y8+pPWzO3ezbQtKKFZCbS0WTFnxXcqPNzS3dtHfrBk88IbIZHn0Urr5aSxM3+RrYapfp6HZuJytLpHxUVsKdd4pl5two9XqU1avh5EnXm00GCAdPnxcYpP+CRGIRmcEg8TR/HPuDD7d8CMA7175Do5BGXN/lelISU/g161eWH1xOt5bdzD5X9WCQGQy+jcMCw9y5c2nSpAmrV69m9erVtdYpiiIFBknAUVpZypY84S/iToNHlcGJg9Gg4eCZg0z9aSoAV7W/isjQSLcfW+Id+rXtx55Te9iYs9G3BYb//Q+Ak9f8H5Xptlu1Wrtp/8c/RLvIQ4fgmWfgxhvd05ghOVlUYOSa95FypZek86Snwy232HSjVL75hmsefJCQghqu7w63xAh8TBkMUmCQSCwSExEDSIFB4hmMRiOPLn8UI0Zu63kbA9sNNK27vvP1/Jr1K0v3LWXKlVPMPl8tkZAZDL6NwyUSWVlZFv8fOnTIHTFKJF5lU+4m9EY9CVEJtGvWzu3H++XQL4Rohfa3/OByADbnbjbVqkkCD7/wYTh1Cr79FoDWT91FpBW9S1EgIcH6TXtEBLz7rnj81lswZIgwhRwyBBITxb22K9BqYYAVX1aj0SVeks5jrxvl4sVox48nvKBOSzlVhHDVCxcAqAJDx+iOXo5EIvFdZAaDxJPM3zGf9UfX0zi0Ma8Nf63Wuuu7XA/AmsNrKKooMvt8tURCZjD4Ng4LDDUxGo0YzQ2GJJIAQi2P8ET2QvrudMYuHGvq8atSVFHE2IVjpcgQoKidJDblbMJgNHg5Ggt88QVUVUHv3ry67FLOnTO/mSMNIMrKzC935b3yzp2wZIl43KJF/fUhIdChg/PHcRp73SjvvReMRurZvfpcSwzvo5o8Sg8GicQyqsBQcK7AxpYSiXMUVxTz+IrHAfhH8j/qdYLoHNOZLjFdqDJUseLgCrP7MGUwyC4SPk2DBIZPP/2Unj17EhERQUREBJdccgmfffaZq2OTSHwCTwkMeoOetOVpGKkv2qnLpiyfgt4gbx4CjZ6tehIREsHZirOmdqg+g14vjBdnzgTgj5538MwzYtX994vM/JrY2wBCnbA3h6vulfV6uPtuoYvceCMcP37BS/LXX+GGG0RHyHHjoLi44cdxCfa6TJ45U19cUKnrrqnXC5PIBQuCzizydNlpCssLAZnBIJFYQxUYCssL5fhC4nL0Bj2rslexYMcC7lt6H3kleVwUfRGP9X/M7PbXdxZZDEv3L623rkpfxYnSE4DMYPB1HPZgmDVrFv/85z95+OGHGThQ1M2sXbuW+++/n1OnTvHYY+Y/MBKJP1JtqGZDzgbA/QJD5pFMcoosz2AaMXK06CiZRzJJSUxxaywSzxKiCaFPmz5kHslkY85GusWaNzfyNPEbNhDy0EO1DAziP3mVMbShw9RUZs4UZQ6ZmY77JzjSPrKh/o/vvAObNkFUFPz73yJboea+Lr0UevWCAweEWPL55xcyMDyOK10m8/JE+kdaWu0XOYh8GlSDx/gm8dK/RiKxgtp624iRsxVnTYKDROIs6bvTSVueVm9se0v3WwgPCTf7nOu7XM+sjbP4Yd8PGIwGU2cJgLwSIcSHakKJjYx1X+ASp3FYYHjnnXf4z3/+w6RJk0zLbrzxRi6++GKee+45KTBIAort+dspqSyhWVgzLm55sVuPlVds3wymvdtJ/IsrdVeSeSSTTTmbuKPXHR45pl5vWRxQvvmGvq+9hhFqzZi3Jo/FjMXYfzGQilbbMAHA3e0js7KEkSTA668Lo8e6tGghJvcHDxZZDUOGQKdO7jGbtElyshAAcnPN+zAoCsTGiq4RtliyBBYtsmkWGcjIFpUSiX000jaiSaMmlFSWcLrstBQYJC5BLfk1l5X72rrX6Nu2r9lWlIPaDSIqLIqT507yW+5v9NP1M61T/Rfim8bXEh4kvofD705eXh4DzDhmDRgwgDyfaSQukbgGtTxiQMIAtBr33mnEN7VvBtPe7ST+herDsDF3o0eOl54uzBTNmivq9VQ+8HeM1L9IaM4PFirun+JUyr2j7SMdyfY3GuG+++DcObjqKrjnHsvbDhwIL70kHt9zj/vMJm2i1YrsAqifRqH+/t57oNNhtJVmsXChbbPIAC+XUP0XZHmERGIbafQocSXWSn5VLJX8hmpDGdlpJABL99Uuk1BbVMoOEr6PwwJDp06dWLhwYb3lX331FZ07d3ZJUBKJr7D2qBAYktu5v4ddcrtkdFE6FAsV1goKCVEJHolF4nnUThI7ju+gtLLUrcdKTxcT2XVLFNQJ7lUvZhJ5OsfiBUKDkciCo+hXZTY4BnXC3tq9sqLAiRM2xJDz1BQgZsyAFSsgLAw++AA0Nq50nTqZX+7xxgypqSK7oG66hWpsccstJhGi3rBNUcR/W+kkdX0aAhS1REK2qJRIbCMFBokrcaTk1xyWfBjUDAZp8Oj7OFwi8fzzz3PrrbeyZs0akwfDunXrWLlypVnhQSLxV4xGo0c7SGg1WuaMnMPYhWNRUGopv6roMHvkbLdnUki8Q9uotrRt2pbc4lz+yPuDq9pf5Zbj2NMN8cMX80ixY197V+XRfVjD4lAn7MeOFffFNeNRfzca4dZbzT+/ZrY/1LcbALG+Sxfrcej1YKmyz2gUsUyZAqNHe6hcIjVVHMxS7UpqKvovv6TqwQeJqNmqUqcTrTsqKoTSYosAzzg0lUhIgUEisYkUGCSuxNmS32s7X4uCwrb8beQU5aCLEm7SageJNk2kwaOv43AGw80338ymTZuIjY1lyZIlLFmyhNjYWDZv3syYMWPcEaNE4hUOnTlEfkk+jbSN6Nu2r0eOmZqUyuJxi+ups7ooHYvHLTZbryYJHNQshk05m9x2DFvmigA5BvvqF/JwrlzH2oT9V1/BE09Yfq4qSNx7r/lsDBC+CrayDxwxm/QYqrHFhAniZx1lwzhmDD/PnUv1ihXij8zIEKYTqamO154EKNKDQSKxn5iIGEAKDDU7HqzKXiW7ajQQZ0t+YyNj6Z/QH4Af9v1gWi4zGPwHhzMYAHr37s3nn3/u6lgkEp9CzV7o06aPRbdbd5CalMrorqPJPJJJXnEe8U3jSW6XLDMXgoB+bfvx9e6v3erDYM/E9W66UYWWUMwPrgwo5KBDm+J8uY61Cfu4OGHQaAmjEWpO4pvDVvaBu80m3YZWi3HwYAgNrb3cHrNInU5sF6CUV5ebanWlB4NEYhuZwWC+44EuSseckXPk5I6DqCW/uUW5Zn0YFBR0UTqrJb/Xd76e9UfXs3T/Uu7rcx9QI4NBtqj0eezOYDh27BjTpk2jqKio3rqzZ8/y+OOPc/z4cZcGJ5F4E1N5RIL7yyPqotVoSUlMYULPCaQkpkhxIUhwZQaDJVPEo0etPy+cMr4hlVD0GBFiQk3U31+KmU1yims+l5Ym7J29qbcn+yDgJvytmUWqzJ7twfYYnie7MBsjRpo0akLLyJbeDkci8XlUgaHgnA3FNkBROx7U9Q3ILcpl7MKxpO/2lBFPYKCW/FoSF8B2ye/1XYQPwy+HfuFc1TmgRgaDNHn0eewWGGbNmkVRURFRUVH11jVr1ozi4mJmzZrl0uAk3ieY08VUg0dP+C9IJAC92/RGq2jJLc61apBkC3OmiO3bw403wvTplp+nYOAzbmcAG6hoHM2jzCGX2hfyHHTcwmJGzk11+z2qq27qrQkVtswmFQUSEvxswt9S7UmjRqJ9ZaC3qKxh8KjY6rghkUguZDCUB18Gg7WOB+oySx0PJJZJTUqle8vu9ZbbW/LbI64H7Zq1o7y6nIysDOBCFwmZweD72C0wLF++nEmTJllcP2nSJJYuXWpxvcT/SN+dTuKcRIbMG8LE9IkMmTeExDmJQaHkniw9yZ5TewDRolIi8QSRoZFc0uoSoOFZDNY6RHz/vXg8cqS4cdaiZzCrGM8CBrOKN5nGWL5GH9II7XeLaTz9Sga2ySKFDCYwnxQyuEqXxW1fp3rkHtWeThP2YE2oCNgJ/9RUyM4W/gzvvSdKKSorISbG25G5Hem/IJE4RjCXSDjb8UBinqwzWew6uQuAr27+ivmp88mYnEFWWpZdJSeKolzoJrFvKcUVxRRXFgNSYPAH7BYYsrKyaNeuncX1Op2O7OxsV8Qk8QGCPV1s3dF1AHRv2Z2YyMAfkEt8B7VMYtGGjfXKG2xhrUOESmwsLF0K66elc0SbyCqGsICJrGIIU3kLAO28jzEmJ9O/fx77Dhp5LiOFG+dP4LmMFA5maz02AW7t5l/9PSbG+ewDSxP+Go0wm/TbCX+19uTBB4UbJsALL3g1JE8gW1RKJI4RzAKDsx0PJOb57M/PABjWYRjjeoxrUMmvWiaxdP9Sk/9C00ZNaRrW1PUBS1yK3QJDRESEVQEhOzubiIgIV8Qk8TIyXeyC/4I1AxqJxB1o8/sB8NW6TabyhsRE290QwL4OEadOwe6X07nyzbHE6y1sHH7B1NRGQwO3Y63TxNdfw9y54ndLAoS92Qc1J/w//RSaNgWDQQgyAcH06SKLISPDwy0xPI+awSANHiUS+whmgcHZjgeS+hiNRj7d/ikAky+d3OD9DOkwhMjQSHKKcvhx/4+A7CDhL9gtMPTr14/PPvvM4vpPP/2UK664wiVBSbxLMKeLqZ4TS/YsAWR5hMSzpKfDu0+KDAba/A6aKkCUN4wdW1tkMGfiaI8pogY9HeaINAezE/+KIlov2Js24QFq3vzX7cpoTYBYvNix7ANVTLn9dvF6gxAxAoKEBLjrLvH4xRe9G4ubOXTmECAzGCQSewlmgUHteKCYvyKioJAQlSAnnBxg3dF1HDxzkCaNmjjVgSM8JJzhHYcDMHeLmE2Q5RH+gd0Cw7Rp0/j444+ZNm1arW4Rx48f5+9//zuffPIJ06ZNc0uQEs8SrOliNT0n1Bmw6b9MD/hyEIlvoJY3UNAZyppDaBnE7QQulDyo9/3mTBwTE+GHH8zvuybJZNL4tJU0h/OtF5S1a537g1yMtUwKawJEQ1EFhvR0kckQEDz5JISEwIoVsNF9rVC9icFouCAwSA8GicQuYiJEKejpstMYjIFywrMPteOBOezteCCpzSfbPgHglu630LhRY6f2pfowqL5oWkUb0BnUgYLdAsOQIUN47733ePfdd2nTpg3R0dG0aNGCNm3a8N577/HOO+8wdOhQd8Yq8RDBmC5myXPieMnxoPCckHgfU3mDUQO557PBrngHEleBoje1XHzxRfMmjjk58MUX1o+hKNCjhZ3CoLM9Ij2Mq0s5hg2DqCjxMmzY4IoIfYDERJh8Pl01QLMYjhUfo0JfQYgmhHbNLPtGSSSSC0RHRANCoCuuKPZyNJ4nNSmVxeMWE6oJrbU8NjLWro4HkgucqzrHwr8WAs6VR1hixaEVQWM478/YLTAA3HfffRw8eJA333yTiRMnMn78eGbOnMmBAwd44IEH3BWjxMMEW7qY9JyQeBqr5Q1J6aA7P7t8+cdwxxCYkiiWIzz6rJk4hocLIcGSJ8G4NDuFQVf1iPRTwsJEW08QpRYBw4wZQn1Ztgx+/93b0bgc1eCxfbP2hGhCvByNROIfhIeEExkaCQRnmQQIkSE6XAgtHZsL/5YRnUZIccFBluxZQnFlMYnNE0lu79x9QvrudO5bel+95cFiOO/POCQwALRt25bHHnuM9957j3//+99MmTIFnU7njtgkXkJNFzN3w60SSOliwew5IfE8lsoblixBiAjjxkJYUe0nReWK5UnpVsUFgPJyeO45y54EV/3jfO9HS5xvvWAcNMjhvy3QuPlm8fPrr62LOn7FRRfBbbeJxwGYxaCWR0iDR4nEMVQfhoKyAi9H4h30Bj2nyk4BMHPETEDc4AZjRoczzNs+D4BJl0xCozh8m2lCTv75Nw1/5yUBzY1db6RlZMt6y5uHNQ+4dLFg9ZyQeJ70dMvlDQsX6WFkGmCkXvKQIi6myqgpoNi+mHbubMWTQKuF1183/0RHWy8EOCNGQOPGojTlt9+8HY0Leeop0YPzu+/ggw9wuB+qD6P650iDR4nEMYLZ6BHg5LmTGIwGNIqGG7rcQNeYrrXS/SW2yS3K5ZdDvwAw6dJJTu1LTv75N1JgkJjl611fc/LcSWIjYll+23LGXzwegKEdhgaUuADB6Tkh8TyqiaPFmfD2mdAsp764oKIYMTY9KrazQXy8DU8CtR6jrojQkNYLAUxEBFx3nXgcMN0kALp2hYEDxeN778Xhfqg+jElgkAaPEolDBLvAkF+SD0Bc4zi0Gi139LoDgI+3fezFqPyLz//8HIPRwKB2g5w+B8vJP/9GCgySehiNRt5Y/wYAj/R7hBGdRvBg3wcBWJ+zHmPA5AoLgs1zQuIdTCaOlmhi30WyRbu8ev4KKuerG0i29lE9d+5CBsP777u29UIAopZJLF4cQGUS6elgrkuIuX6ofobqwSAzGCQSx5ACgxAYWjdpDYgZeI2iYd3Rdewr2OfN0PwCo9FoKo9whbmjnPzzb6TAIKnH6sOr+SPvD8JDwk3CQp82fQjRhJBfkk92YbZ3A3QxskWRxBPYbMpQYt9FMu1vYjtLJo42qxv++184fhw6dBAdBVzZeiEAGTVKGGceOgTbt3s7GhdgLZWmbj9UP0TNYJAeDBKJY7QIlwIDXBAY2jRtw4iLRgAwb9s8r8XlL/x+7Hd2n9pNREgEt3S/xen9yck//0YKDJJ6vLn+TQDu7HUnsZGxAESERnB5/OUArD+63muxuQtLLYp0UbqA85yQOIe5DhD2YLMpw+FkOKvDUo2EejH9x/8ls3ixZRNHqwkIZWUXsheeegpCQ61sLAFo0gRGjhSP7ekm0dDPh8ewlUqj9kPN9K+6Vr1Bz9J9S003R+2btfdyRBKJfyEzGGoLDCDGwSCMC6WZoHU+2fYJAGOSxtAsvJnT+6s5+VdXZJCTf76PXQJDdHQ0LVq0sOu/xL/ZdXIXP+z/AQWFqf2n1lo3MEHU7AaiwABwXefrTOUfs0fMJmNyBllpWVJcCCJs3Rxa6gBhT0b5oEEQGWl5vYKWmN/moFD/YqqiXkxTU62YOFpj7lzIz4f27WGScwZMwcTYseKnrTIJZz4fHsNmKo2D2/kA6bvTSZyTyA0LbjAt6/l+T9nCTCJxgJjIGEAKDK0bXxAYbux6I9Hh0eQWXzAvlFxAb9CzKnsVn27/lE+3fwq4pjxCRZ38axtVe0ZFTv75PnY1iZ49e7bpcUFBAS+99BIjRoygf//+AGzYsIGffvqJf/7zn24JUuI5Zq4XrXnGJI2hU4tOtdYNSBjAWxvfYn1OYAoM249vp9pYTWxkLI/2exTFUqG7JCBJTxeZ4zUnd3U6mDNH3LirHSDq3mCqZeu2sgeeekrYH5hD/ajNfSwVkhaTtjytlntyk0ZNmHfTvFoXU9XE0W7Ky+G11y4E06iRA08Obq6/XiR77N0Lu3bBxRfX38bZz4fHsJlK4+B2XiZ9dzpjF46t18pM7ZMuB6ESiX0EewZDXokQVWtmMISFhDGx50Te++09Pt72MSM6jfBWeD5H+u70emMVjaKhqLzIyrMcJzUpldFdR5N5JJO84jzim8aT3C5ZZi74OHZlMEyePNn0f926dbzwwgssWLCARx99lEcffZQFCxbwwgsvsHr1anfHK3EjecV5fL7jcwCm9Z9Wb/2AhAEA/Hn8z4DsC7w5dzMAV7S9QooLQYal9pHqzeGiRc6Vrb/+OrwhfFN56CEhXNSkZnlDalIq2WnZZEzO4NErHgWgQ/MOzt8kffCBmJVu1w7uuMO5fQUZzZrBNdeIx+a6SfiVrUFysvjAOeUU6hvIPukSiesIdoHBXIkEXCiTWLJnCWfKzng8Ll9EFXbrtpE0GA2MWzzO5dljWo2WlMQUJvScQEpiihQX/ACHPRh++uknRqoFqTUYOXIkv/wi04f8mXc2v0OlvpKBCQPpn9C/3vo2TdvQvll7DEaD6WY8kDAJDG2u8HIkEk9i6+bQaITbb7e/bL1umcXcuTB9utjuzTfh3XdtlzeoF9Onr3oagB0ndnCi9ETD/8jycvjXv8TjGTNk9kIDULtJmBMY/MrWQKsVaTnghFOobyD7pEskrkMVGArKCrwciXewJDBcHn85PeN6UqGv4MudX3ojNJ/CmrCrIoVdicMCQ0xMDN9++2295d9++y0xMTEuCUrieUoqS/jP7/8BYNqA+tkLKmoWw7qj6zwSlyepmcEgCR5sto8EKirs25e5Gvz77hPrnnwS/v538Vgtb7DVvKFl45Zc2upSADKyMuwLQqWm0jF9Ohw7Jmau77zTsf1IABg9GkJC4M8/Yf/+2uv8ztYgNRWzTqEtWvhQLYdtZJ90icR1yAwG8wKDoiimLIaPt33s8bh8jbVH10phV2IThwWG559/nunTp3PDDTfw0ksv8dJLL3HDDTfw5JNP8vzzz7sjRokbUQ1aHvrhIQrLC+kU3YkbutxgcftANXosLC9kb8FeAPq27evlaCSexJU3fe+8Y1ms6NOnYfsc2mEoAL9m/Wr/k+oqHW+/LZZfey2EhTUskCCnRQvxcoIod6lpBNq6tdWnmvApW4OaTqFqVuLNN/uNuACyT7pE4kpqCgxGa262Aci5qnMUVQjvgLoCA8Btl9xGiCaE3479xl8n/vJ0eD6F6lVhczsp7AY1DgsMd9xxB+vWrSMqKor09HTS09OJiopi7dq13CHrev0K1Xl7yLwhfPqncH89VXaKb/fWz1BRUTMYNuRswGA0eCROT/D7sd8B0Ttdbc0pCQ7svelr2dJy2botFAUee6xhNfjDOgwDYGXWSvueYMlQAuDDD32spYF/0bGj+PnBBxcyVBISxHtrC5+0NVBTadQ0G5+o4bAf2SddInEdqsBQbaimpLLEy9F4luMlxwEIDwknKiyq3vq4xnFc1/k6AF5Y/QILdixgVfaqoCwDiG8ihV2JbRwWGAD69evHF198wZYtW9iyZQtffPEF/fr1c3VsEjdiyaDlbPlZxi4ca9GgpWernjQObUxRRRG7Tu7yRKgeQZZHBC/9+kFEhOX1qufdv/994fe6623hTA3+Ve2vQqtoOXjmIIcLD1vf2JqhhIrPuA36F+npwk+jLnl5sH37hTIXS5+H55/3YVsDVfnYvRtOOOH14WFq9kmvi+yTLpE4RkRIBGFakeEWbGUSNcsjLJl8d4vtBsDCXQuZmD6RIfOGkDgnMeja4Q5KGCSFXYlN7BIYioqKaj229l/i+zjjvB2iCaGfTohJgVQmIQ0eg4O6BoxFRTBmDJSVmd++pued2mqwbtm6Tifu2e2hIeUYTcOamoQvm2USfuU26D/Yo9u0bCm6jdT9fIScbwb93XfWn+9VYmKgZ0/xeM0a78biIGqfdHX2VUX2SZdIHENRlKD1YVAFBkuz8+m703l93ev1lqvtcINJZJDCrsQe7BIYoqOjOXF+VqN58+ZER0fX+68ul/g+zjpvD9CJMomAFBhkBkPAYs6AsWVL+OkniIyEp5+23j4Sapet1+wAMXq0fTE0tAbf7jIJv3Mb9A/sMQLNz4fY2Pqfj40bITQUliyBTz7xQLANZfBg8dMP202nJqXyUN+HAEhpn0LG5Ayy0rKkuCCROEhMpDBrD1aBwZz/gmyHWx9V2I0Or33fJ4VdiUqIPRv9+uuvtGghVM2MDAedzCU+h7PO2wPbCaPHQOkkkVuUS15JHlpFy2Xxl3k7HIkbUG0J6s4gV1aKn//8p+jy8Nxz4mYyL0+IAcnJ9dPa1bL1miQnCzEiN9f8LLWiiPUNrcEf2mEoL2W+xMqslRiNRospnHYrGD7lNuj7OKLbmPt8vPii+Hw9+qi4j1e9HHyKwYNFD1U/FBgA9p8WrT1GdR5FSmKKd4ORSPyUYM9gMCcwODIpF0znntSkVFZnr+btzW8z8qKRTB80neR2yTJzQQLYKTAMPj+zUV1dzerVq7nrrrvQ1Z3qk/gNzjpvX6m7EoADpw9wovQEcY3jXBabN1CzF3rE9SAyNNLL0Uhcja30dkUR/gqPP27+5tAetFqYM0eIGIpS+1g1yywaWoPfP6E/4SHh5Jfks/vUbrq37G5+w+RkiIuzXEfvrNIRpDir20ybBj/8IMSrSZPg119h/XrrQpbHueoq8XPHDigoEGUTfsTeU6ILUNfYrl6ORCLxX6TAUF9gkO1wLbPz5E4Axl08LqjEFYltHDJ5DAkJ4Y033qC6utpd8Ug8gLPO283Dm3Nxy4sB2HB0g9vi9BSyPCKw8ZQtQWqqZY+GmmUWDSE8JJxB7QYBNnwY9uyBc+fMr3OF0hGkqBkqlhJHVCNQS7qNVguffgpNm8K6daI0p2apTmKiDzT3iIuDpCTx2M88OoxGI/sK9gHQJaaLl6ORSPyXFuFCYCgoK/ByJJ4lv9SywCDb4ZrHaDTy5/E/AWEAL5HUxOEuEkOHDmW1n6ZQSgQ1DVrqigz2GrSo7SoDwYdh8zEpMAQynrQlsOTR4Iy4oDI0cShQw4ehrmPlwYNwzTVQUgJdurhH6QhS1AwVsNxFxJZuk5gIkyeLx3X9kHNzRfaL10UGP/VhyC3OpbSqFK2ipWO0L9afSCT+gcxgqC8wyHa45jleepxT506hUTSWsyolQYtdJRI1ufbaa3nyySfZsWMHvXv3pnHjxrXW33jjjS4LTuI+VIOWtOVptWrLdFE6Zo+cbdOgZUDCAD7Y8gHrc/xbYDAYDfyW+xsgBYZAJTbWvu1cZUvQ0DKLWuj19cwghnUcBr8iem9/vQjtlKm1UzO0WvG8iy8WnQCaNbNtKCGxGzVDJS2t9suu0wlxwZZuo9cLo0dzGI1CqJgyRRiGeu1tuuoqeP99v+skoWYvdIzuSCNtIy9HI5H4L8EqMKjlDeYEBnVSbuzCsSgoZs0eg7Frgpq90LlFZ1leLKmHwwLDgw8+CMCsWbPqrVMUBb3sr+43pCalMrrraDKPZJJXnEd803i7DVoGJgijx99yf6NSX+m3g7q9p/ZSXFlMZGikVGD9HDP35Jw6BS+8YP15PmdLkJ5u9i728tmzaBbWjMLyQrY+Oo4+x+o8Tz33pqXBeVNe55UOSU1SU4UA0BDdxpFSHa+9bWoGw7ZtcPasEKn8AOm/IJG4hmAUGIxGo9UMBrA8KRceEs4XqV8EZdeEHcd3ALI8QmIehwUGg8HgjjgkXkKr0TbImKVTi07ERsZy6twptuRtMRk/+huq/0Lv+N6EaBz+Okh8BHP35HFx4p67oAAiIqCszD0GjC7FUruL3FxCbrmVwW/05ruK31nZgfoCA4g/6MUX4a67fOQPCjwamqHiFx1E27SBTp3gwAFYuxauu86LwdjP3oLzAkOMFBgkEmcIRoHhTPkZqgxVALRq3MridjUn5TblbOLJlU9iMBi4uuPVngrVp/jzhMhguCTuEi9HIvFFHPZgkEhAZKsEgg+DNHj0f9R78rqzwydOCHGhTRvYuhW+/tqHbAnq+ifo9dbbXRiNYDQy7JttAKy0VGbuKsdKicvxmw6ifujDoAoMNg0ezX3vJBKJiWAUGNTshejwaMJCwqxuq07KPTHwCTq16ESloZJl+5d5IkyfQxo8Sqxh95RtWVkZK1eu5PrrrwdgxowZVFRUmNZrtVpefPFFwsPDXR+lxCcZoBvAd3u/Y/3R9UztP9Xb4TSI345J/wV/xlYLShCT+p06QdeudqS3m6uzqJsJYM821rBQAsE991jPoQeG7auGq2FtO6jQQpil+yOvToNLzKF2osjNNf959ZlSncGD4X//8y+B4ZQdGQyWvndz5kjjU4nkPDGRoj1tMAoMlsojzKEoCjcn3cxr617j691fc2uPW90Vnk9Sbahm18ldAFzSSmYwSOpjdwbDvHnz+O9//2v6/d1332X9+vVs3bqVrVu38vnnn/Of//zHLUFKfBM1g2Hd0XUYrd3h+SgV1RVsy98GSIHBX7FV1w7ihk6d0FfT2ydMED9r6QLp6cLq31r/QHu2sYaldIucHHj2WZtP734SWpVAWShs1FnZ0OvT4JK6WOtEoeITpTpqBsMff0BxsXdjsYOK6gqyC7MBKx4Mlr53PtO+QyLxDWpmMPjjuK4hNERgALg56WYAlu1fRllVmcvj8mX2FeyjUl9Jk0ZNSGye6O1wJD6I3QLDF198wb333ltr2fz588nIyCAjI4M33niDhQsXujxAie/Sp00fQjWh5Jfkc/jsYW+H4zDbj2+nylBFy8iWtG/W3tvhSBqAy+ra7bkBcfYmxZ50CxsowNBjIoXTbJmEokBCgg9Mg0vMoXaiqFuqAzBrlo9MpLdrJ0QzvR7W+37524HTBzBiJCosynz9tK3SIxDtO+wtl5BlFv6LXo+yejVt16xBWb1avndmUAWGCn0FZdXBcdPcUIGhT5s+tGvWjtKqUn46+JM7QvNZ1PKIHnE90Ciy2l5SH7s/FQcOHKBnzwt1NuHh4Wg0F55+xRVXsGvXLtdGJ/FpIkIjuDz+csA/fRhq+i8olqYUJT6NS+ra7bkBSUtz/ibFnnQLa5wXD4al3AnArx3MrAcfmQaXWCI1FbKzISMD5s8XnSHBx+7l/ciHoabBo9nzuCPtO2zhbAaTpOHYEnZsrT//3oVcfTV9Zs0i5Oqr5XtnhsahjQnVhAJQcK7Ay9F4BlVgiG/iWOafoiikdhOq8Ne7v3Z5XL6M2kFCGjxKLGG3wFBYWFjLc+HkyZMkJiaafjcYDLXWS4IDfzZ6VAWGvm36ejkSSUNR69otYdeEvj03IDk5zt+kOOKLUPdGqYZ4MHTsEwBs0kFJze6wXnOslDhKzVKdd98VyxYtgh07vBrWBfxJYDhlw+DRVWlOsszCe9gSduxZL987u1AUJeiMHhuawQBwc3dRJvH93u+p1Fe6NC5fxtRBQvovSCxgt8Cg0+nYuXOnxfV//vknOmsjfUlAUtOHwd+QHST8H60Whg41v87uCX1XGiJa25e96RbPP2+13UWH6A50aN6Bag2smf+qmAbPyICsLCku+CE9e8Itt4jHzz/v3VhMqALDb7/BuXPejcUGNltUuiLNydVlFhL7sSUOPPGE9fWLFsn3zkGkwGA/AxIG0LpJa85WnGXloZWuDs1nkR0kJLawW2AYNWoUzzzzDOXl5fXWlZWV8fzzz3Odn/TMlrgOVWDYnr+dj7Z+xKrsVegNvn+hLiwvNA1M+7aVGQz+yl9/wZdfisfR0bXXmZ3QN5dGGxfnuoCs3aR07mxd6VDTLf7xj9o59GbEg2EdhgHwa9NTFhwrJf7Es8+Kt//rr2H7dm9HA3ToIESuqirYuNHb0VhlX8E+wIrBY1iYZVdNlfBwuOQSy2n2riyzkNiPHa17mTXL+vrbb5fvnYNIgcF+NIqGMd3GAMFTJnG2/CxHzh4BoGecFBgk5rG7TeVTTz3FwoUL6dq1Kw8//DBduoh0xL179/Luu+9SXV3NU0895bZAJb7JxpyNaBUteqOev333NwB0UTrmjJxDapLvzqb+fux3ADpGdyQ2MtbL0Uga0vqxqgomTYLKSrj2WvjuO1i71souzLWpa90amje3HpuiXMgosNRjEKzXYpSWih6Z6g2LotTej7l0i5QUiyEN7TCUD7d+yJI9S+gd35v4pvEkt0tGq5Eigz9y8cUwbhx89ZXIYvB6xraiiCyG+fNFmYSlNCEfwGoGw7ZtMGrUhe9a3e+dSnm5SCUxGCA//8JytY1lVpZ9wcj2sK7FHt8aW5kH9pbuyvfOhBQYHOPmpJv5z+//YcmeJbx//fuEaOy+tfJLdp4U2ewJUQlER0Tb2FoSrNidwdCqVSvWr19PUlISTz75JGPGjGHMmDHMmDGD7t27s3btWlq1MuPgLAlY0nenM3bhWPTG2hf43KJcxi4cS/pub4+SLSPLI3wH5ZtvMNapnzXaYb718suwZYvIXPjwQwgJsdGC0lwabX4+7NkDoaHng7HgfTBnju0eg506mV+u14ug/vgDYmNF0b2VEgh7UN29D545yMT0iQyZN4TEOYk+/Z2TWOeZZ8RH65tvxH2x1/EDH4ZT506ZboI6N+9YO/tg+3YYPhwKC2HAAPj88/rfu4QEeP11iImBY8dqiwsgzhc33wzTptkXkGwPa56Gdt7w5E2/fO9MBJPAUKWv4tS5U0DDBYbBiYOJiYihoKyANYfXuDI8n2TnCSEwyPIIiTUc6i3SoUMHli9fzsmTJ9m4cSMbN27k5MmTLF++nI4dzfVMkwQqeoOetOVpGKk/G6Qum7J8is+WS/x27DcArmgjBQZvEr9hA9pbx2Osc+NvzMnFeLNl863ff4eXXhKP//1vaNPGykHsaQ8ZGytqda3d+FvqMRgTAxqNKGWYNEnMmKmD6YwMeOQR+P57kYb93Xfw0EM2SyCskb47nbu/u7vecn8Q9iSW6d4dxo8Xj597zquhCFSBYeNGMcPvg6gGjwmhsUR27l7b5O/yy6GgAPr2hWXL4LbbzH/vpk6FRo2sHwjE99caOp1sD2sOezpvWBIgGjd2TQwtW1oWhmVr33rERMQAwSEwnCg9gREjWkVLTGRMg/YRoglhdNfRAHy9K/DLJHackB0kJLZpUB5PixYtuOIKeWMWzGQeySSnyHLqohEjR4uOknkkk5TEFM8FZicyg8EH0Ovp8u+PMWKsp3RqMGJAoezeKUSOHg1aramK4vBhMdur14u0cvWmzCL2pNnm5QmRITvbeqlGaqoodai7zZIlIpD588UUdJmZ/uGffw79+4vHahsBB7El7CkoTFk+hdFdR8tyCT/kmWdEmcS338LcudC0qd0VQ66nSxdo1QqOH4fNmy/00/QhTOURe05B3a+4wSB+PvwwNGsmHpv73q1aZd9M+YwZF5Qfc2JlmzbWRcxgRM0cq/u6qAaMixeL3+uWrul0Yv0XX9g+hlYr3mtzr72iiH3NmiUuFpZKZGRr31oEUwaDWh7RqkkrNIpDc661uLn7zXy07SO+2fMN74x6x6l9+To7Tp4XGGQHCYkVAvcbIHErecX2pS7au50nyS3K5VjxMbSKlsviL/N2OEGLcc1amhefsHgS0mAksuAo+lWZtSbB7rgDjhwRSQPXXmvHgRxpU1ezf6Al40Rz29RMozYnLoBtozk7cETYk/gf3brBwIHi8X33WZ7w9QiqDwPAJ584nt7uAfad2gNA1wILGygKPP209ZjtPT907mw+g6llS1GftXkz3HUXVFWhrF5N2zVrUFav9qnXy6PY03nj3nvNl67l5Iib/pMnL7ze5srXFEVkoFhaD2I/qphR970LDZWtfc1gEhjKg0dgaGh5hMqwDsOICosirySPDUc3uCI0n8RoNMoSCYldSIFB0iDim9pXr2jvdp5EzV7o2aonkaGRXo4meNm7Kt/2RsBnr+eZHYMaDGI8b7rxMpdmazSClfa6tXCmBlevFxkKllAUl7RC82dhT2Kb9HRhVFoXdcLX4yKDOvP/8cdeVjvMs3evGMh3PWVhA3s6BDjSxjI1tX6ZRV6euEnVauGzzyA6mpCrr6bPrFmEXH21T71eHsWezhsFBdazPqKiYN8+0V7FUvna66+bFw/q+tqcf++qV6xg64MPYgwNFU7BHTo07O8LYFSBoeCcJeUucHCVwBAWEsYNXW4AArubxInKExRXFhOqCbXcGlgiQQoMkgaS3C4ZXZQOBfOzsgoKCVEJJLfzrbpGvUHPol2LANA11fmsR0QwkId9A/tPfo63OgadMgX0i83U+SYkiDrsV16xfgBX1OB6qI2dI8Ke3qBnVfYqFuxY4DftY4MZeyZ8XaBR2U96unBPrYvX1I767C0W3R0sZjCoWMtSSE4WN6P21uiby2AaPVqUYoDoGFMTH3q9PIorDBqLikRmiDlhp6Zvja31KlotxsGDOXLNNRhvukks+/hj5+MMMIKxRKJ1Y+cEBhDdJED4JBkDtFzqcPlhAJJaJhGqDfVyNBJfRgoMkgah1WiZM1K46tcVGdTfZ4+c7VN14Om700mck8iCnQsAWLp/qXTe9yKawYM4SlszbgICAwpHSCATyzf+RiP0OZqO5hYzKQ55ecKOPyREiA5qSm1NzLWHbAiOlGE4gS1hT+WFVS/QbnY7hswbIrtM+Ake0qjsw+fUjvpUG6o5UHUcgC62BAZrWQpareUOMfaeH/R6MctuDh95vTyOq7oyqOdMW+Vr9pS31cAwebJ48MUX9reyDBKCUmBwMoMBYESnEUSGRnL47GHm/jE3IMX9w2VCYJD+CxJbSIFB0mBSk1JZPG4xbaNqpybqonQsHreY1CTfqWv8Zs83jF04tl79unTe9x6RTTVs5EoUqCcynLdn459NZmPA8kBRg545pJnZQw1iY+HTT+1Lo20ojqRZO4E9wh5AxuEMjhUfq7VeftZ9Gw9pVPbhgNrhrUyZw4WHqTJWE14F7c5a2Mje7CRLHWLsPT/4lDrkIyQnu0ZkcFP7SOOwYeL9PX1adPeRmAgqgaHUdQJDZGgkl7a6FID7f7g/IMX97PJsQHaQkNhGCgwSp0hNSiU7LZv/Xv9fAJqFNSMrLcunxAW9Uc/UFVP9tqVmIFDXHmHLFnhu5O+k8g0ABdRuD1VJGLewmIset/45SiaTBHKsz+fn54uBvb1ptA3B0TRrJ7Am7C0cu5CWkS3NPk9+1n0bD2lU9mGnipG+71sS5yR6JlOmzklkb8ZCADqfBo0R57OTnDk/+JQ65CNoNJb7B6vvTUyM99pHarWirTDIMok6qAJDWXUZZVUWTIsDBDWDwRV+Yem709mQU9/gMZDEfTWDQRo8SmwhBQaJ02g1Wv7vkv9DQeFsxVnOlJ/xdki12FWyi9ziXIvrpfO+ezHXBn1wn1LeK56EFgMH+0+gd9vjpJDBI4jZ+XAquPs/vfnHP6zft7fBwYG9g2m0duOKNGsHUIW9jMkZzE+dT8bkDLLSsmjZuCUnz520+Dz5WfddbGlU4N77rVrYoWKkJ8HYvNmeyQozcxLZ++ZTAHTVtBQGq67ITmro+cGn1CEfYd48+OMPUaLWqlXtdTqdKCmZO1f87oFzplnuuEP8/Okn4ZUhASAqLAqtIl53XxvPuRpXlUioLaTNESjifnl1OccqRGakLJGQ2EIKDBKXEBkaSWLzRAB2n9zt3WDqcKbavgukdN53PWob9LrZw68ZH6czBzjTpBXtvp3DocNanstIYcD8RznTKwWAa09/YfO+3V6jSI8M7J1Ns3YQrUZLSmIKE3pOICUxBa1GK7tM+DHWPusqr7/u3vstEzbUDr0G0q7Tmi1Mcvlg2sJJZG+s+Nm160C47Tb3ZSfZgwczmPyCo0eFhwfAiy+Km3dz742Hz5n16NwZBg0SLYk++8y9x/IjFEUJmjIJVwkMwdBCevep3RgwEBMRQ3yTIBJLJQ1CCgwSl5HUMgmAXSd3eTmS2kSHRNu1nS+21PRnLPnEjeRHHuQ/APxN8z/0TZvXmjiMfuR2seFnn4HRaHUM+sjC8wN7S3h6YO/OMgw78Of2sRLL91ua81fqP/7wUCA2lL3MdpDTxLJ44LLBtBWzyb3nq6q6fLNGbOeu7CR7sKUOGY3un433FYxGuPtu0QGiXz+YNs36e+PlcyZ33il+fvyx9ZaZQUYwCAwllSWUVJYAzgsMwSDu7zixA4AeLXugWEu1C2TMtUOXmMUnBIb33nuPxMREwsPD6devH5s3b7a6/aJFi+jWrRvh4eH07NmTZcuW1VpvNBp55plniI+PJyIiguHDh7N///5a25w+fZrbbruNqKgomjdvzt/+9jdKSkpM67Ozs1EUpd7/jRs3uu4PDzC6x3YHfE9g6N6kO00aNbG43ldbavo7NX3PNOgZzCruZi6fcxsAc3iUb4quY+3aOheqsWMhPBz27IHffwesjEFvqTGwr4un0mzr4sUbHX9tHyu5gLnPutrhcOZMWLvWg4FYUPby/jnFrl04PZi2Yp6477zA0HXfad8wT7T0egGEhsIVV3g+Jm8wdy78/LM4h8+bJ0okbOFNceiWWyAyEvbtgw316+eDFVVgKDhnq0WL/3K8RHShaRza2OoY0R6CQdzfeWInAD3jgtR/wVy9b2Ji8LUgthOvCwxfffUVU6dO5dlnn2XLli1ceumljBgxghMnTpjdfv369UyYMIG//e1vbN26lZtuuombbrqJnTt3mrZ5/fXXefvtt3n//ffZtGkTjRs3ZsSIEZSXl5u2ue222/jrr79YsWIFS5cuZc2aNdx77731jvfLL7+Ql5dn+t+7d2/XvwgBQveW5wWGU74lMPxZ/KdJpa6Lr7bUDARU24MxpJNNIqsYwgfcRwxnqCKEDVxZazsTUVGg9iivkbZqcQx60UXmA/BUmq0PYa3LBIiZZflZ933qftZHjxYTrUYjTJ4MJeZPZ65HVTuuvVb8PnkyZGURP3S0XU93ejBtwRSxuBEcixKPuxZY3s7jnH+9qles4PepU6n++WeRgl9VBc8/7+3o3EPNGb0FC2DqVLH8lVega1evhmYXTZsKkQE8Z/boB7OgwZDBkFcizhuu6CARDOK+msEQlAKDpXrf3FyxXIoM9fC6wDBr1izuuece7rzzTrp37877779PZGQkH330kdnt58yZw8iRI3n88cdJSkrixRdf5PLLL+fdd98FRPbC7Nmzefrppxk9ejSXXHIJn376KceOHWPJkiUA7N69m+XLl/Phhx/Sr18/Bg0axDvvvMOXX37JsWO1W7vFxMTQunVr0//Q0FC3vh7+jElg8KEMhrySPGYfmQ3AiItGoIuqnU7viy01PYobBzrx8UJcWMxY2lL7pKylmvncxhjSzdsjqO7eCxaIwbk1Zs4UP8eN816arQ9hqcsEQPPw5ozqPMoLUUmc5a23RLXPoUPw1FMevHRrtTB0qHhcVgZarecG0xa8U9TshbgSaF5ueTuvoNViHDyY3KuuwpiSIowzAD76CHb7lj+R09Sd0Zs4Ec6dg6SkCx4M/oBaJvHVV1Ba6t5j+cksaDAIDK7yXwD7Wkj7u7i/86SYyO0R18PLkXgYK6V6pmVTpvikUOhN7Mhdcx+VlZX88ccfzJgxw7RMo9EwfPhwNlhIVduwYQNTVYX8PCNGjDCJB1lZWeTn5zN8+HDT+mbNmtGvXz82bNjA+PHj2bBhA82bN6dPnz6mbYYPH45Go2HTpk2MGTPGtPzGG2+kvLycLl268MQTT3DjjTda/HsqKiqoqKgw/V5UVARAVVUVVbZukgKATs07AXCs+Bgni0/SPLy5V+PRG/RMWjKJs9Vn6dGyB4tuXkSoJpS1R9eSV5JHfJN4BiUMQqvRBsX7Uxflm2/QTp2KUsM929i2LfpZszDW+A40BKMRNqw1Moc0wFhPydQABuBtTRrN+lxNVVV47Q1SUghp1Qrl+HGqly7FeP315g+Uk0PIggUoQPVjj2GsmWFkMIj/QcgNnW5g1IOjTJ/12MhY7vn+HnJLcvlkyyf87bK/2dyH+p0Ixu+GLxIZCXPnKlx7bQjvv6+lVauWhIXpOXlSIT4eBg0yui2zXOncmRDAuGsX1ec/DzOHz2R8+niLz3lz+JsY9AYMeie+g1deSUjjxih1bvpMBo8FYNTpqL7ySttCpAep9d3p0wftjTei+e47DDNmoF+0yMvRuQblm2/Qjh8PRmOt2ykjwJ496Bcvdvo64g7Mntf69yekY0eUQ4eoXrgQ4//9n1uObfE1Oz8Lqv/yS595zZqHNQfgZOlJj14DPHndyT0rxj5xkXEuOd4NnW7gy9Qvmbpiaq3OZW2j2jJz+Exu6HSD315Pj5cc53jpcRQUOjfr7J9/h16PsnatyHiLj8c4aJBd5VjK6tWEWCjVA8SA9+hRqjMyMA4e7MKA7cfS98ab75NXBYZTp06h1+tpVaeFUatWrdizZ4/Z5+Tn55vdPj8/37ReXWZtm7i4uFrrQ0JCaNGihWmbJk2aMHPmTAYOHIhGo+Hrr7/mpptuYsmSJRZFhldffZXnzaRB/vzzz0RGRpp9TqARExpDQVUBH33/Ed0ad/NqLAvzF7I6fzVhmjDuj7mfX3/+1bQuiihKKeWnv37yYoTeI37DBvq+9lr9Fbm5aG+9ld+mTyevf3+79qXXw65dMZw5E050dDldu57mf//rSflPh5mB5ZOyBiM6Qw5r351DQc/6KXcX9+tHp+++4/ibb/K7xvyMbfdPPqFzdTUne/Rg/fHjUMePRSI+65VUMiJqBB+VfMSLv75I3LE4UxsyW6xYscLNEUocYdSonixb1pEXX7wSg+HC9yImpoy7795B//6uLxeIzM/nasCwdy/Lvv8etFrCCOOJxCd49+i7lOovCAAaNExrP42wQ2EsO+Tc9zFh5UouLy01datQb8pUg8fOBfDbbbeR95NvnsfV706Tq69m6NKlaL79lrWzZnGmm3evjU6j13PNgw+irXOjDOI9MhqNVD70ECtCQnzW2LLuea1Lv34kHTrEmZkz2ZubS/iZM5RHR1PQvbtr/gZrr5lR9F7xpdfsVP4pALbv286yMs9fVz1x3VmXtw6AioKKel5uDSWMMN7u+DaP732cQ+WHuDnuZibGT0R7SOv0+dCbbC/eDkB8WDzrV6/3cjSOE79hAz0//JCIggueImUxMey4+26bY922a9bQx+oWgm0//kiuuzOgbFD3e3Pu3DkvReJlgcGXiY2NrZUp0bdvX44dO8Ybb7xhUWCYMWNGrecUFRWRkJDANddcQ1RUlNtj9gUuP3s5K7JWEN05mlG9PJuKrTfoTTO2p0pPsWDbAgDu093HnTfcKctbVPR6Qh56CMD84FBR6PvFF1Q/95zNgc433yhMeww6HltLPPv5g3heaTSKssoQHuIHu8Lpq9OhGWXmsxIfD999R5s//mDUgAHQvHnt9UVFhJwvpYh+8UVGmduHxMRVlVfxzbvfcKz8GFUXVXFDtxusbl9VVcWKFSu4+uqr5XfHhygqUli2zFhLXAA4fTqc11/vy5df6hkzxsVu+Ho9xilT0JaXMyopCTqJbLVRjEKzWsOr615loG4gv+f9ToW+gjFDx9A73km/om3bCPngAwAMt9yCZv16Ue/KhRKJLiNv47K7X+Qy547kcsx9d4xbtqB8/DGDli5F/9hjllta+gHK6tWEFFg2/1OAyFOnuC4qymszepaweF7r0QPjggW0/OsvWv7zn6bF9bL6nJkF9aPXLPv3bBbkL6BJyyYevbZ68rrz7Q/fwnG4ovsVjBrk2r9xKUs5tP0QPbr14IZB1q+1/sD+zfvhILQLb+d3YwLlm2/Qvv56vRKH8NOn6fv66zYzh5TGjWHWLJvH6XXttVzqxQwGc98bNZPeG3hVYIiNjUWr1XL8+PFay48fP07r1uZrolq3bm11e/Xn8ePHia9Rl3n8+HF69epl2qauiWR1dTWnT5+2eFyAfv36WVVVw8LCCAsLq7c8NDTUr76MztA9rjsrslaw78w+j/7N6bvTSVueVq8PcXJCMkNbDA2q98Am69aZBurmUIxGyMkhdONG4TBngfR0+OrWdNaRRkKNTIWjlTq+4SbuC/0Y7MjO0up0hJh7b/r2hYsvRvnrL0KXLIF77qm9/tNPRSu0bt0IufHGC738JGaJDo3mob4P8VLmS8zcOJNxPcbZ1WpKfnd8B70ennoKoL6AYDQqKApMmxbCzTe7eBI0NFQY9m3fTuiBA6LG/jwnzolr6YhOI2gT1YZFuxaxZN8Srmx3ZcOPV1gI48dDeTlcey3aL78Ug8PMTMjLY++xZ6FkP0lDx/n0Z7PWd+eFF2DBAjRr16JZsQKuu867wTnDyZN2bRZy8qT47Pgg9c5r27eb3U45LLOg/wAAhaBJREFUdoyQ8eOFYTCIWuya6dI6nehkZMvvx89es7gmIsu3sKLQK98xT1x31HNX22ZtXX6sDtEdADhadNSnz1H28tepvwBIjEj0rzGBXg9//7tZ/wTFaARFIWTaNKxeNIcMEd9zS2USigI6HSFDhng9+6jue+PN98mrI/JGjRrRu3dvVq5caVpmMBhYuXIl/S2krPTv37/W9iBSQtTtO3ToQOvWrWttU1RUxKZNm0zb9O/fn8LCQv6o0VT8119/xWAw0K9fP4vxbtu2rZZoIamPN4we03enM3bh2HriAsDao2vZUChbT9XCXsd1K9vp9fDjveksMmPgqCOHR3mXsKpSjKGhFmfqjIrCudhYMQNkDkW5YPb46ae111VVifaTIC4eUlywi0f7PUpESAS/HfuNjOwMb4cjcZALXRstfKdEKah7ujaqokIdo0K11rhtVFtu6S7c+BfvWozRnCGWJWqazf76K9x+u3CzbN8ePv9cfL/Pt9Ywjh/Pvgphxtw1xg+6FKjodPDoo+Lxk0/CypU+3UXAhDkjYHtnxfxlvKSauJlD/Rzfe69zLvL2vhY+8ppJk0fnaN+8PQCHzx52+b69wZ/H/wQgMTzRu4E4ipVWx4B9F02tVnQDMoe32qH7AV4flU+dOpUPPviAefPmsXv3bh544AFKS0u587yr76RJk2qZQKalpbF8+XJmzpzJnj17eO655/j99995+OGHAVAUhSlTpvDSSy/x3XffsWPHDiZNmkSbNm246Xzru6SkJEaOHMk999zD5s2bWbduHQ8//DDjx4+nTZs2AMybN48FCxawZ88e9uzZwyuvvMJHH33EI4884tkXyM/wtMCgN+hJW56G0cyMnsr/cv+H3uDDAzhPU7fUwBJWBjqZq/Q8U2DewFFBzK8W0oxdT55vM1lXZDj/+86//c36SXniRLHt2rXihkNl8WI4cgTi4sBNhlyBSMvGLbnrsrsAeG2dGQ8OiU/jAm2w4VgQGFRhVxel49rO1xIREsHBMwfZlr/Nvv3WddUfNgyWLoWQEPj6a2jRotbmucW5lFaVolW0pllCv+HJJ4Vb586dMHy4T3cRAMx3PGjRAh54wPrzFEW0PEn2k5Z89tyEFBQ45yKfnCxEJkv42GsmBQbnaN8scASGakO1aUzfPqK9l6NxEFdcNNevB9Wct871KBjboduL1wWGW2+9lTfffJNnnnmGXr16sW3bNpYvX24yaTxy5Ah5Nd74AQMGMH/+fObOncull17K4sWLWbJkCT16XGib8sQTT/DII49w77330rdvX0pKSli+fDnh4Rec6r/44gu6devGsGHDGDVqFIMGDWLu3Lm1YnvxxRfp3bs3/fr149tvv+Wrr74yCR8S8yTFikHo4bOHKal0f7P2zCOZZjMXVIwYOVV1irVH17o9Fp/D3MxTVhZMn277uTYGOvpVmSSQY/EEogDNOUu+sZU4+bat0zJRp0P/5Ze2jSR1OnHDAWImE8SA7s03xeOHH4bwcPPPlZjl7/3/jlbR8vPBn9mat9Xb4UgcwKuToJYyGIrOZzA0bUuTRk24tvO1gMhisIml3uIA1dVwuP7gfO+pvQB0jO5II20jB/4AHyAjQ7RxrIsv9lK39N4UFYlzcJcu4qbYgnjsVzN6zipy9s6CPvus9f340GumCgwF5yz7RvgzBqOB46Wi3Dq+ietPmInNEwE4cvYIBqN/d7M6cPoA5dXlRIZG0qpRK9tP8CWcvWiePSvEVb0ebrsNTpyQ7dDtxOsCA8DDDz/M4cOHqaioYNOmTbXKFFatWsUnn3xSa/tbbrmFvXv3UlFRwc6dO+sZ0CiKwgsvvEB+fj7l5eX88ssvdOnSpdY2LVq0YP78+RQXF3P27Fk++ugjmjRpYlo/efJkdu3aRWlpKWfPnmXTpk2MHTvW9X98gBETGUOrxuIEtOeU+U4griSv2L6BQV6JO6b0fBhzM0/x8XDJJbBjBzRrhhEwmEm1NgI88ghotWY1CoDQU/a9nvHkiZNvdna9k7Ld7bhuv138/OwzMZBbvRq2bIGICNszaZJ6dIjuwLiLxwHw+vrXvRyNxBHUSVBFMZ+x5dZJ0JoCw/lZ23NV5zhTfgYQJRKAqUxi0a5F1sskrPUWB/HHmJkV3lewD4CusX5UHgH2peH7Si91W+8NQFkZLFxoVjz2uxk9VylytoQKtSy3UR1hLDLS514zVWAorSqlorrCxtb+x+my01QbqgGIaxxnY2vHaRvVFq2ipVJfacqU8Ef0Bj1f7vgSgISoBKvZwj5JcjK0bGl9m8aNYeDA+suNRrj/fiF0d+gA//63qVSPCRPETx8RBH0RnxAYJIGFJ8sk4pvaNzBwh0Lts1iaeTp5EkpK4KKL+PGNnYzla3KpPTgsIxwFOPf6O/zw8Yl6GkViIkydCq9+Yt/r2TXl/HbOnJRTU8UA7MAB+M9/4LHHxPLJkyE21v79SEw8MfAJAL7a+RXzd8xnwY4FrMpeJUuJfBytVvjJCcwP9Nw2Cdq5s/BCKCoy3Uip2QuNQxvTLKwZANd1vo4wbRj7T+9nx4kdlvfXwNrYvQUig8Gv/BfANbXAnsJWrCBijY01Kx770o2yXVxQ7pzbjzWh4uBB+PBD8Xj5cvFaqd0qIiJg9Gjnju1imoU3Qzk/AaGKiIGEetMfGxlLqNb1RnghmhCT6Hq40D/LJNJ3p5M4J5Hn1zwPiHPvvbvu5Zs933g5Mgc4fVpkw1mjtFR4rOj1tTN/Z8yAL78UF9T58yFIugG6CikwSFyOJwWG5HbJ6KIs1zUqKMSGxjIowYJBS6Bhx8yTsbyC+5+PJ51UEskmhQwmMJ8UMmhLDnvpQuSpozS9aywnc8oYzCrGs4DBrOJYjp633oLm5ces6tgGFM7FJKBNccFUapMm0Od8F+KHHoJt28TjJUt8K6XYj+jVuhe9WvfCiJHb0m9jYvpEhswbQuKcRNJ3y9fUl0lNhS+/1BMTU15v3eOPu/HeLiwMLrpIPD5fJqGWp7WNamvqSNI0rCkjO40EbJRJNLA21m8FBkf/XkvpY57AkVgDYUavpnJnqeQjJsayAGFP6tAzz4gbnZEjhVqfkiIEhmbNhL/Db785/We4Eo2iIToiGghMHwZ3+i+o+LMPgyXz9IKqAsanj/ePcYLBIIzCz5wRmVZ1s60SEkTWmFYLn3wCgwcLY2F1Vu218z5Vt94KVzrRFSlIkQKDxOWoPgyeEBi0Gi1zRs4xu05V3//W9m9oNX446GkIdsw8Kbk5dMgVs2QGtKwmhS+ZwGpSOEMMN7GEIppyFZmcoiWrGMICJrKKIWSTyAJuZQG3mcwc65ZZGM6/8pFzZ7tmsJmeDmvW1F9+/Ljv1S37Cem7082a8OUW5TJ24Vj/GDwEMWPGGJk792dWrKhm/nxRGgriPtSR5g0OU8eHQe0gUVfkHdtdlBNaFRgaWBurejB0ielibmvfxd6/99gx8yVunjSC9LOOBy4hNdWiXxBffw2qR5c5kcFohFmzLF/v/vxTCEUAL798YXloKFxzjXj8ww/Oxe8GAtno0RMCg+rD4G8ZDPaYp09ZPsX3Mx7ffFNkC4WHw48/ilKHutlWb70FX30lvruWWrgvWCDHmQ1ACgwSl6NmMOw+tdvGlq5hQMIANEr9j7IuSseXqV/Sv7kNI8FAws6Zp3gsb7eHJN7lIYxAE0prrdORw3gWAnDk1mkoixah6GoPyBSdDuVrF9WT+lPdsp+gDh7MoQ4o/GLwEORotTB4sJEJE8S9TXg4bN4sxk1uo47AYMpgaFr7HHBDlxtopG3E7lO7+evEX+b3ZSst3cyscHl1OdmF2YAfejDYm4av9mRvaDtEV+BnHQ9chgW/IFJTLQsQKmYMSU384x/ienXLLXD55bXXXXed+CkFBo+i+nd5IoNBPWf5C/aYpx8tOkrmER8o56pJzayvd98VJQ4Ab78NPXtazra66Sbb3dXkONNhpMAgcTmqwHDozCHKqsrcfryPtn6EwWjgyrZXkjE5g/mp88mYnEFWWhZjutlpJOhKvJnaaueMUh6Wt9Og53Y+N7tOzVooIJr1N/wLxo5FqTMgU7JdWIPrT3XLfoK9g4eg7Lzip8TFwd/+Jh7/619uPFDdDIYi8xkMzcKbcc1FYmbWYhZDbUOJ2ljoRHDw9EGMGIkKizKZCfsNttLwFQXqGFbXwpOCqlYLL7xgfp0/dolwBGslH+YEiH//W6x78kmh8NVl/XrRdlWrhRdfrL/+2mvFa7p1q8he8SFiImKAwBQYTBkMjd0oMDT3zxIJu83T7dzOI9TN+nrkEVEiMWgQ3H239edmZooyJUvIcWaDkAKDxOXENY6jRUQLDEaDyfHbXegNeub+IVIXH+j7ACmJKUzoOYGUxBTvlEV4O7XVjllBoy6Bv6ItzzwlI1pQWppnU4AYztDt5PmTrTtrcF3Rw1hSC9l5JTCZNk189VasuGBW73JUgWGXKH9TSyTqZjAAjE06Xyax20qZRGqqeUXEQieCmv4LirOGfN7AWhr+4sXCRMManhzoqqnCdTse+GOXCFdS93p3//0iM6G6GsaPF23tVIxGeOop8fiOO6CrmaybuDjo21c8XrbMzcE7RiBnMOSXSg8GS9htnm7ndm7HWrvjdevgGxumlHKc6RakwCBxOYqieMzo8aeDP3H47GGiw6NN7dG8hqWTnCdTW9VZMnOF2OcH5Hvun01hsXkRQFGsl0/U5JKWHjjZBmMtsJuRnVcCk8REcc8Dbsxi6NZN/Dx+HM6cMWXCmDPavbHrjYRqQtl5Yqf1lsXnzomfyck2OxGo/gt+Vx5RE2tp+L4y0K2qujAz/+GH/t8lwp0oivBnSEwUr8099wixYdUqkaK9erUQaZ591vI+fLRMIqAFBg97MFht2etjqObpioVpJgWFhKgEktv5QImUPS11bWV9yXGmW5ACg8QtdI/1jMDw/u/vA3BHrzuICI1w67GsYu0k52mvgBtvNN++Uacj/93FJL+VSnU19OtXv8xWp4MHnrfvJKpp64GTbQPqtCXWsXfwEDSdVwKI6dPFz6+/hr173XCAqKgLs++7d1/IYIiqn8EQHRHN8I7DARtmj0uXip933mk1C0pv0LP68GoAQpVQ//YIsZT15chA152leIsXCxGjdWvhoO7vXSLcTfPmwiguJAQWLRJZCUOGXHChb9TIepcIVWD45ReoqLDvmB4oxVQFhoJzVtLH/RRPCAwJzRIAKK0qpaDMf15Da+bpKrNHzvYN83RXlNHKcaZbkAKDxC2YMhhOuU9gOHr2KD/sF4r/fb3vc9tx7MKXvAIWL4ZTpzDGxrL9teWsf3g+297K4NRvWaS8nUpBgej6+Ouv5ifSrvqHONkaLdyAGvHgydae9mGBWgvsJmoOHsyJDEaMvjN4kDhEjx5www3idPPGG246SHdxbq/etdM0SLfUKthmN4m8vAv1HNdea/GQaj/2nw7+BMDH2z8OzJaq9hhBarWwdq17S/HUc+4DD9QvkZCY54orxHsBoi1eTUpLrWcxXnaZEHNKSuwbI3ioFNOUwVAuMxgaQnhIuGn//tZJIjUplcXjFhOmDau1PDY0li9TvyQ1yUeymFyR9SXHmW5BCgwSt+CJEokPt3yIwWhgSOIQ76fM+kpqa407i5mVj9Br+ggGvjuByx5LQddey969Yvz63XcQGWlhIu38yVZRwFjnZGtUFHG+9eTJ1lbdskzXdRh18GBu5lmDho7RHb0QlcQVqMbZn35qs2Ntwzjvw5C/9w8MRgMhmhDiGseZ3fSmbjcRoglh+/Ht7C/YX38Dtea8b19xg2UGS/3YA7Klqj0DXb0e/vlP95Xibdok/jdqBPd5Wbj3J/R6odqbw1YWo0ZzweDTVpmEB0sxA7VEoqK6wvQ3uVNgAP/1YQAxTlD9df551T9ZcdsK/tv9v94xT7eEq8ob5DjT5UiBQeIWklqKQej+gv1U6itdvv8qfRUfbPkAgPv73O/y/TuMr9RwrV4NW7ZQRjj/Knqw1io18/Kxx+wI4/zJVmlbvwWlV0621uqWJQ0iNSmV7LTsWp1XxiaNxYCBe76/x79T0IOY/v3hqqtEGf3MmW7Ioj4vMOQc3gEIrw5zbYJB3KAM7TAUgNfXvc6CHQtYlb3qwmdLLY9QU8TrYK0fe8C2VLU20P30U4iwUAroqlK8t98WP8ePh1Z+1qnDmzibxWiPwODhUsxAFRhOlJ4AIFQTavob3UVNHwZ/o9pQzZGiIwDc2/teBrcfjFbxsVl8V5Y3yHGmSwnxdgCSwKRt07Y0bdSU4spiDpw+YMpocBVL9y0lrySPuMZx3NTtJpfu2yZ6vRgk5OWJO/XkZCgsFCcyS0YziiJOgm4uKzC+8SYK8DF3UoAZHwZE8kFamh0JCKmpMHp0/b/VW2liarqFxGVoNVpSElNMv3eN6cqKQyv4/djv/Pv3f3MRF3kvOEmDmTED1qwRk+GzZ19YrtOJZU6Nl84LDLknDsLFlssjVDo2F9kwH279kA+3fijiiNIxZ9ibpK5YITa6/nqzz3WkH3vNz7HfY+ncm5kJZVZaP9e8iW3IufLYMVi4UDxOS2tQ6EGLs1mMV18NoaGwf7/437lz/W0cETFccK0MVIGhZnmEu7vRqBkM2YXZbj2OO8gpyqHaUE0jbSPaNG2DvtoHhVw16+vmm+uva0h5gxxnugyZwSBxC+7uJPH+H8Lc8a5ed9FI68EaUXO1jzExMGbMBXHB3AXLaHR/WcGuXSjLfsCAwls8ZnEzh6wg3NmCUuJzxDeN5/WrXwfgmdXPcLLypM3n6A16VmWvqj87LfEapaXiZ1290yVZ1GoGQ4WYBTRXZqOSvjud//7x33rLc4tyGfvNeNLblYrSiMsuM/t8v+zH7irMnXvdXYr3/vuiA8KgQXD55Q3bR7DibBZjVNSFCQhLWQweLsUMBoHB3bRv7r0SCWevzQdPHwSgQ/MOFrPUfILUVJg0qf5yWd7gVXz4EyPxd9wlMBw8fZCfD/6MgsI9ve9x6b6tYqn2Ue17PWKEcJKum9oK0KKFWO9OZs0CYAk3cQAzsx81kO18JZa4+/K7GdRuEKVVpfw3579U66stDlJU870h84YwMX0iQ+YNCUzzPT9CrxdZ0uZwSRZ1y5bQogW5TcWvuqbmMxhsljcYYcpI0F93rahBN4Pf9WN3N+4sxauoEAIDwKOPOv78YMcVqdq22lV6uBQzJiIGgKKKIqr0VS7Zpy/gUYHBSx4Mrrg2HzpzCICLWvhBJqM6Dr//flne4CNIgUHiNtwlMMz9Yy4AIzqN8JwZnT29dnftEmlaNWu4fvpJZDycPg2vvuq++PLz4bPPAHiTaTY3l+18JZbQKBrmXj+XUE0ovxf9jm6OzuwgJajM9/wItze0URRISiInSvxqKYPBZnmDAkebQebgDha38at+7J7Ani4TDS3F+/JLOHlSPH+MD5m4+QuucKJXBYbVq6G4uP765GRo08by813cTq95eHPT48LyQpfs0xfwpMDgDQ8GV12bVYFBLXPzWYxG0VkHYPJkmXHrI0iBQeI2XC0w6A16fj74M//5/T8A3HOZB7MXbI3a4cKovWZq6zXXwFtvifVvvAEHD7onvvfeg8pKjFf256hugGznK3GKpJZJjO4yGqjfoiy3KJebF97Mvd/fG1zme36CR7Kok5IuZDBY8GCwu7yhm+USC2v92FXRIahaqlq7iVVp3RoMBvv2p9cL98/58+Gll8Syhx6CEGnP1SCcdaLv0gUuukg4tK5cWX+9RmM+QxLc0k5Pq9GaRIZAKpPwRonEmfIzFFUUuf14rjTGPVR4XmDw9a5Se/dCQQGEh8vSLh9CCgwSt6EKDHsL9lJtqHZqX2q614jPR1BcKZT9tOVpnpsldWbUPnq0MHCqrIS//921cYEouP73vwFQHp/GnDnmEy1kO1+JvegNejbkbjC7Th2kFJQVWHx+TfM9iWfxSBZ1UhK5agZDU/M3PHaXN7S0PnhNTUrlszGf1Vuui9KxeNxi3+nH7iks3cTGxQmTwN9/h7vuEiKDKiCYayNS00/ottvgwAGxXKa3OYczTvSKYr1M4sMP4bffxAW8boeP5s3dUm+u+jBYO9/7G3klYpxmVmCw9p1pAE0aNTG9hp7IYnDEGNcWpgwGXxcY1OyFfv1Ee12JTyAFBonbaNesHZGhkVTqK00nqoZgMd2r2IOp2A6M2utdnwyKmHUKCYFvvxVlE65APdDDD4sSjI4dYfRounQxP7kl/W4k9pJ5JJPc4lyn9xOQ5ns+jiu7dlnC2K2bqUTCUgaDzfIGIyQoze0qb+gS0wWA6PBoU0vVrLSs4BMXVMzdxB47Bt98I64zn38uOnPUNSROTBTCgiU/IYA773TSBVTilDmyKjAsW1Z7pmDfvgvmKv/6l3BszciAm24Sy264wS0X90A0erSYwWDOxFv9zjiBJ30YXGmM63cCw8CB3o1DUgspMEjchkbR0C22G9DwMgmf6YPesaP1QcL5UXv6yWTz16fdSfDII2LbtDSRzeAMNS+En3wilp0+Dd9+y+OPi3FJaqps5ytpGK4SBoLGfM+HsCeL3tksptMd46k4n0XfJiLOfBw1yhvqigzK+dP57OSX7Spv2H1qNwC9WvdiQs8JpCSmBE9ZhCXM3cRedx3MmyfW//hjfQEhN1f4BN17r3U/IadcQCVOMXgwREYKwWjbNrGsqgr+7//g3DkYOhSmTr3w/t97r9hm/Xq3hBM0AoMl0c0FrXc86cPgKmPcwvJC03veIdqyT45PoAoMgwZ5Nw5JLaTAIHErapnE7pO7G/R8V6Z7NZgTJ0QHCHXAZcHAaeP42Yy9VWvx+vTdZc+KNNa9e8UdQEPT8Kx0szDePJaI5emEhsJrr8kOk5KG4awwEHTmez6GpSx6gMcfd15oVLMXWpZC2BHLmS6pSaksHre4nhGkrggWr2tL6pAH7TqeKlAnxSY1LOBg4tZbRbq8OVRRocBKurvTLqASpwgLg+HDxeN33xVjhLvuEqUR0dFCQKrZdaV/fzEGOXBAmD27mEATGIxGY32BwZqJtwta76gZDNmF2Q16viMkt0smvonl67e912Y1eyGucRxNGjVxaYwuJT9feJspivguSHwGKTBI3Er32PNGj6calsHg8T7odesbTp4URo179oi84//8x6yBk37hYm5ZkGr1+vTwP5phePl8J4np0xuWhmfjQmgEZjOFhx/Q06mT/X+2RFKT5HbJFmvrQQxSYiJiUM7/q7sOgsx8zwepm0X/f/8nli9aBOXlzu07t1Scb9sWAbuti8epSalkp2XzfMrzAHSpbErWbEjtNcHu46kCgypYS6yQmQmFhc7vR/Yy9h5qSeZHH4kxwuefi9/vukuMQ2rSvDn07Cker1vn8lBahAeWwFBcWUxZdRkArRqf97Fwc+sd1ejRU60qoyOizS535NpsalEZ7eMtKtXPfM+eloVViVeQAoPErTjbScKjfdDN1d/pdLB9uzBUWrkS7r8f/cFstr2VwfqH57PtrQz0B7LIjE216/q0S3VGqysQ2JuGZ+NCqMFIO47y3DA5+yRpOFqNlllXzwLMpLef/33uDXPNz04Hq/meD1Izi/4//xEd7rKyLjS2aShqVlnbYmwKDCA+T+N7jAfgqHK+/Z5aa24HaomEFBjswFXCgDR79A7p6TB3rvl1s2aZHyOoqeFqqrgLUbtIbMzZyKrsVX7fGUjNXmjaqCmNGzUWC93ceseTHgyvZL7CrpO7CA8Jr+cx4ci12e/8F2R5hM8hBQaJW6lZImEw2tk6qwaqUZglXJaKbansQPVKePJJ6NJFaBAXabnssRQGvjuByx5LIfEirans1Roa9HR4+zHzK+1Nw7PzAhdVKmefJM4xptsYpidOp03T2n3Xaw5S1Nnpz24SLv9h2jAOPXpIigs+SJMmomwK4OWXRYl3Q8ktEmURuiJgl33i8UXRFxGmaURZKGQlNLHbkKusqsw02E1qKUskbOKsMCB7GXsPaxmKKubGCG4SGNJ3p/Peb+8BsOLQCobMG0LinETPde9yA2b9F9zcekf1YHB3icS6I+t4bvVzAMy9fi45j+Xw3GDxe9eYrg4Z40qBQeIsUmCQuJUO0R0I04ZRVl3WIIMbj/RBt+eiPmsW6Yv0ZjWInJwLPovWSCaTxqedTMPzSA86iUTQv3l/Djx0gIzJGRbd+7UaLbf2uBWtoqVCX8Hx0uNejFhijYkT4corRWfbp55q+H5MGQx2lEioaDVauutF6u7Oqy8VLRXtYF/BPgxGA9Hh0RdSmiWWsaeNSEyM+GnBT0j2MvYSDU3VV2+utm6FkhKXhKJ27zpbcbbW8tyi2t27XNzV0e2YFRjc3HpHLZE4UXqCsqqyBu3DFoXlhUxMn4jBaOD/Lvk/br/0dtO1GcQ5W7H095nBLwSGkhLxmQcpMPggUmCQuJUQTQhdY7sCDS+TSE1KNbUpq4nLUrFtXdQBjh5lwYOZVjUIW/Ro4YI0vORk885t5zEiZ58krkWr0ZKSmGLVvT9UG2qapTlw+oCHI5TYi0ZzocPEvHmweXPD9qO2MNUVIfxp7Dwx9jgqMsJ2XmKm/7wFapZHODJADlqstRFRf58717wLqOxl7F0amqqfkADt2om7+02bnA7D3u5di77Wu6Oro1tRBYZaZbXqd8bSecxoFGlfDRTdosOjTUaJR84eadA+6qI36FmVvYoFOxaQkZXBPd/dw5GzR+gY3ZH3Rr1n2q5Ti0400jaitKrUoWP7hcCwaZP4zLdrJ74DEp9CCgwSt6M6fzdUYCipLOHg6YMALLh5gev7oNt5UQ85Zd92lsbAzZNckH2g1ZrEg7qXQgNy9kniPTrHdAZg/+n9Xo5EYo0rroDJk8XjRx6BX391fPZRFRjalmrELJItgVavh0WL6LH3DAA7W1TbHa/sINEALLURqSkg1HUBlb2MvY8zGYouLJOwt3vXuGmZ7ujq6Db0Bj2bcoQAU62vru0nkZoqTo51UTt2fPEFVNt/3qqJoigu9WFI351O4pxEhswbwsT0iQz9dCiLdy9Go2hYcPMCosKiTNuGaELoGiMm+Xae2GnX/qsN1aY4XSIwuCvNRZZH+DRSYJC4HZPRYwM7Saw/uh69UU/7Zu0Z32O8U33QzZ3n9HH2XdTzsL3dlCn1x3QxMeLnq+uSKYl2Mg0vP5/qJd8DcJoWtVbloGMsi0lHDhAlnqdTtGhbIjMYfJ9XX4XwcJHBMGyY47OP6s2Hrnk7scBamYRqnjtuHD1OiEU7f/vB7jsQ2UGigdgjINR0AZW9jL2PM6n6LhQY7O7K1aT+di7o6ugW1Jvy+Tvni9/3pNf2k6iqEtlYIBxx1e/Mhg0QGQk//SQU2erqBt0su8qHQS1dMScAGYwGs8svjrsYgL9O/GXXMY6ePUq1oZowbVg9DybHAzZjnu6qNBcpMPg0UmCQuB21RCLzcGaDXIhXZa8CICUxxak4LJ3nXslM5ig6M8mAAgMKR0ggE9tlB6NH1x/THT8Ozz8PBrTceXYORiMYzQ0gjEab2QeGZ58jpLyUTVxBHMdJIYMJzCeFDDqQxTdKqs9d2CXBgcxg8B82bDDfqtKe2cfSylIKywsBaJsgBq4WBYY65rk9z9tz7G1WTeW4m+0aZMoOEk4gBQT/wp7yFktjBPUma8OGBs+0q9jdlavE/HZOdnV0OZZuymv5SWzaBEVFYkbonnsufGeuuEJkLygKvP8+xMY26GbZlMHQAC8yFWulKyB8yaYsn1JvjH1xy/MCw0n7BAa1PKJDdAc0ihO3iZbM012R5lJdLT7rYLdhsMSzSIFB4lbSd6eT9mMaAAfPHGyQC/Hqw6sBGNx+cIPj+OYbxaJB4zPPa3mNJ8w+Ty07mMJsmrfQ2jWxYG5M989/ij70iw2pTGy0mDylvo9CVXhj6yfKv/5C+fADAKbxJgZCWE0KXzKB1aRgQOtzF3ZJ8NC5xXmBoUAKDL6M6mlrDntmH9XyiCaNmhDVtadYaE5gMGOeqyuCqHKo1sLeWBsHAqr0Vewr2AdIgUESJNhT3mKOiy+GZs2Eg+v27U6FoHbvqtui+AIKnE2Aw9YnXVzVMdUZ7PWT0P/0o1h49dX1BZybboJJk8Tjs7VNL+29WVaNHp0pkbC3dCXzSO0BYI+4HoDjAoNT5RHWzNPNXWgcLaPYvl181ps1E599ic8hBQaJ21BV47qu8nVdiK1RWlnK5lzhRGYrg8HS+Umvh6lTtVZ8yIyM5jsUoIzwWmvUsoNvSDUNyhtivK0o8OGH0K0bfFmZSoIh25R9MIxf2EIvQstLyUl91PIf+MQTKAYD6YxhrY1sCl+4sEuCi04tLpRIGJ1xQ5W4lYYa1auoLSrbNm2LknT+pt+cwGDmQApcKJNoiU019MDpA1QbqmnSqInVdsUSSUDREH8MjebCBIWTZRI1u3fVFRlMvy+fDUbrGTG+0MzK7pvy38+PR6+5pv5Gej2sXGlhB/bVhDjqwVDTxFHN/LW3dKXudmoGw+6Tu+3KIDYJDM2dEBgcudA0pIxi3Trxc8AAmZnlo4R4OwBJYGJLNVZTuUZ3HW3VS2FDzgaqDdUkRCWYatjMkZ4uxNKa5zOdDmbOVNi9uyW5uZbdx29hEVfzC+WEcQnbacsx4skjj3gyScaoaEnQwT/+AT16mD/O7Nm2vbFCQkQGHohyidWkmNbdzf/YzBXo1i9Ev+Q2tDfdWPvJv/wCy5Zh0IYwXf+a9QPhGxd2SXCR2DwRraKlrLqMY8XHaBtluduJxHs01KhexeS/EKWDpPPGi+YEBgs76HEC1reDnXG2A1LLI5Jik2QHCUlwoaZCOsKgQbBsmRAYLKUp2UlqUiqLxy0mbXlarRt0XZSOWdfM5rEPU8lVQDHqSSaz3phJp/ONZlZ235TnnvdfMCcwOHKzbOE9c8SDIX13er3XPb5JPPFN7BvY1S1x6RjdkfCQcMqqy8gqzDJNBljiUKELMhjsvdDMmyf+152UUDNDLGXtSP8Fn0dmMEjcQkNTuepS03/B0gDTUplXTs7/t3fucVFVax//7RlgALmJICKgqHnBtMw0RSUwLc0ylbx7zMrspifMrict7aqnzNDy1NvpmMcySRGro2aaimJeylve0LyAXAQvCAIKCDPr/WOxh7nsPbNhNswgz9ePH2DvNXuvmWdmzVrPep7fA4wbp8W77/aRvb4PSvAJXgQALMDrOCt0Mks7YAJ3fojRCY4Ib6elARcuSJ87hJ74GC8BAKqmPV/jiQC4V/wlfg7PPY8L3h1l7+FguWaCqDOmpSpJh8F1cUSoHjCpIOEXxkOyAODyZaCgQNEFjBEMLW23A0jgkSBqhanQowpRZPFR8chMyMSCQQsAAJH+kchIyMDo2+OxeDEwiqUgE5FIxUCswkSkYiAyEYlRLMVlilkp1ZMILQHfQZIqA+6oVxY1KRIXSi6gUl8p205OLyKvNA8H8w/avL0AARF+EYhpYz4B1Gq06BLEx2olQo+qpEgo/aJZvlx5GoXpOXIwuDzkYCBsU8fyMnUN5bLEnv6CrTQvjgC9Xv5b7i28gzBcwFm0h8ec1xSlPdZVN8ved9Q8zMMZdIDuSi7w6qs1r/vs2cCRI4C/P7677S3cuCH9eCWpGgRRn4hCj421koRUWOqthiNC9YBJBINvOODjw2uQA9ZRDBcvQgozB4MdbyiVqCSIWtC7N+DhAeTnA+fOqXJJrUaL8d3GA+DORTEqNR4pSMZohMF8IRyGXCRjNOLhGnUq7elJCBAQUdUMMechHb0AOO6VBdCyWUvotDrZSg+AfRFHAPDT+UGo/meK+Hfi0ETJqODaCD2KZeE7BHaw21YWe180AODubvsacvl6GRl8Qu3uzt/zhEtCDgZCHgfKyyj2Gttod6PyhrFmsZz+gr3INZGgIGY1znXFccxEIgDgnaBP8do8r3otC27vO6ocXpgGLuKI//u/mtf9nzwl4mrMCEx7nde8nDSJj92m2NOAIoj6pjELPVrWFq+LIG1jwJZQvYgtJ6VZBAMgnSaxYQNXtRUxuZHoYDgXCFxftMCmN5QiGAiiFnh6Ar168d9VKFcpEuEfAW93b1QaKvni06gUy6wWERpUz7VcpJyVqZ6EJcZF+XYdtAzAkCHSF3HUKwtAI2jQxp87Y+V0GOxF/gJAcUUx5sXNs0pBDPcLR/LYZMRHSU8AlToYCssKUVheCABoF9DOZlubmH7RWCII/P/06cquZbk7J763e/UCvLzq3keiXiEHAyGNg+VlFHmNJUK5TNmbsxeVhkqE+YbJhmopjVybMMEAANBCj1ikYjy+w0pMhDuqsA4jMeL/hkGrrd+qXkocuh2aF0r6rhmAgPXf4MHyFAwbBqxYUfdUDYKoL8TczsaWIqGojNkthJxQvSDwoClb44j4GoX5Vj+4My9DjHXreNTV5s3Ao4/yMmITJwJr1pjdKPgG0LKMTz1ORMune+kNepwqOAWAHAwEoRjTNAmV0AgaYxRR+pV0486O7FTGxcpZxUfFY8WoFVbHw/3CkRy9CPG/XeXOGTkHgaNe2Wrs6TAojfztGNgRmQmZ2D5lO76L/w7bp2xHRkKGrHMBMKkkYSdFIqMoAwAQ0iwEzTyaKeqPLPHxwEcfWR8Xd8NGjFB2HcvdOUqPaBSQg4GwprblZSSwpUIsIhfKJWKpvyCVrWHq/9AYnQerEItUaFDTv0ceYdj9cgqytGK+4CT0wBEYALR9emiDLMztfUdpoMfb16SFmcTmn2pnYsXXemg0VOKccD3ECIbGlCKhuIzZLZYuYaon8+23vPw7Y1yM1hZiFYlwv3DuaP7mG37i55951NXQoUBFBS/ttnw5d0hbeEO7RfGUt2OXjsneJ7MoE+VV5dBpdTYFfgmCMKEeHAxAjZPvxOUTqmgSNDQtvHj0Z2uf1uaL8mN88wmxsbZ3w+W8sgAwdqyi3R1jJYki6QiG2kT+ajVaxEXGYUL3CYiLjLM5lwaA21vyCIaTV06iylAl204V/QVTxHVC377Wu2F1jQwhB0OjgBwMhDWO1jGrRlQhllKT//s9f7fpbQXM9ReksjWaN+dSBQAwCtJiQ/FYi6CgG7j3Sgr6LhyNUL112bSe/35OUdqHGsh9R4WGAiMD0xBmkN8V0IAhTJ+NFidcY1eAICwx1WAwMIPixzlT+0AtQdrGiOiknDQJmDaNH1u+XL59pb4S+aX5AICwtMPceVBYaN5IdEKPH1+TY2vhDe0ecgcA4Oilo7L3EtMjugR1sTt5Jgiimn79+M+TJ7n4qkqIEQwnLp9QRZOgoRHnk0NvG2q+KN+8mTeQ018wxVLl+803+fFffgGuXbP7cFHoUS5FQoz8lUNJ5K8ckQGR8Hb3RoW+wqixIIXqDgbx9Z040Xo3zN6uG2PWkSFXrtSk44nvdcIlIQcDYY2K3mlRhVgM5XrizicA2J5YAkBZZRn25uwFAFT8FSeZrVFSwn++2FZebGgNxuCT/ovh/vIsgDGrxbvx7wbMF5SqRJGdDSx7v/HtChCEKW3925qVqlSCs7UP1BKkbexMmcJ//vwz14iTIr80HwwMbho3tHx5rry6riAAr7wiO6aK4bq2IhjEEpWUHkEQtaBFC6Br9Wdm927VLit+DtOvpAMxMch3D4dBZjvEANcrZ7Xz/E4AwL1t7605WFYG7OCOB1n9BUtMnaVz5/JKOkVFwKef2n2oMYJBxsGgSC/CTuSvHKZpLrZ0GFR1MNy4UbMRKefAsRUZIghAcLD5MfE9HRUFBAU53sdaUkfd+yYJORgIa1T2TpuGcs0bOA8CBGzP3G4cyKTYl7sPN/U3EeoTigWv3iY7j9VAj5dzEiDIiQ0BGPvr+xByc+U76IR8Qan0Bp+Oyl5PfUvX2RUgCFPcte5o15wLQylJk3AF7QM1BGlvBbp04VGsej2wcqV0G1HgsbV7C2hy6j6mKnEwUAUJgqgj9ZAmERVcrcFwOR0nzwh4vpIvhC2nZuLfV99KdJm8zes3r+OPC38AAGIjTSqSpaUB5eV8cdu1Do5MrbYmimHRIvPy4hLY02AAeEqwVrB+3eyJOCpBTJOwpcNwtpBHN6jiYNi5E7h5E2jbFujUSb6d1K7b5Mn8e2TSJPMoud9+4z/793e8f7XEAd37Jgk5GAhrxLwoORQo5srRxr8N7u9wPwBg+eHlsu1E/YUo7zjk5sirIsYgDa318mkFAhg8rl9X1jknRwakIQbZsL0rkIUIpMF1dgUIwhKllSRcRftADUHaW4XHH+c/5UqTG0tUCv7KLigzpoq7oXmleSi4USDZhipIEEQdqQcHQ/vm7eGh9UBZVRm+WpOFdYjH+z2SIVg4EcoFL4xGMjZ6uo7i9J6cPagyVKGNfxtzPRfT9Ahb6tu2GDeOC90WFgJLl9psKqZIZF/Llk0hXJe+DnqmR/eW3Wsl4qgEJZUkxI2/Ds0dKFEp8ssv/KeS19dy123pUuC227ij+plnar6QnKS/4KDufZOEHAyENaZeWTkUKObK8UQPniax/PBy2cWDmC/XDrGS50VCoaJTwMn5gnmXtEgA3xWwdDKIf89EIvIuucauAEFIobSShKtoH9gKSxWpa1hqY2PcOECnA44dAw4dsj4vCjyGKY3mkBlT/XR+xnBhqckuY4xSJAiiroiLrwMHeJi6Crhp3NCpBd+FXruTO/9ue6xfTYz4Sy8BAKq8fLEOo7Btmyq3VYUdmTV6XmaIC2Cl6RFSaLXAnDn8948/BkpLZZu29m0NraBFpaFSNuUu6XgSAGBCtwm1EnFUgrGShIyDocpQZRSgVCWCoTb6Fpb4+vJoBjc3XonoP//h9trHS9cjOtrx/ilEBd37Jgk5GAhrGKtxx3l4WJ/v3duheogju4xEgGcAsouzsS2DfwuZ5jVt3laOPdl7AAD5e+NsXisPyia6LCjIoRrGDUFoKLAO8RiNZOTCPB8tB+EYjWSsQ7yz/SAEYROllSRcSfsgPioes2NmWx0P8AxwOCy1MREQAIwaxX+XEns0RjC07+FwXXhbaRI5xTkovVkKN42b0WFFEIRCIiOB1q2Bykrgjz9km9U2n1x09mWWpsPNDXi4efVu8p13Au+9B3h6wvfGJXTGKWzdKi/R0tDszJLQX8jN5Z5UQQAGD3bsBuPHAx07AgUFNqMY3DRuRhFHKR2Gi6UXjXPicd3GOdYnCcQIhlNXTqFSX2l1PvtaNvRMD51W53hKYE4OcOIEoNEA991Xt2v07s3fVwDw9NO8QpH4Jh00qNZhA3XVT1BJ977JQQ4GwhrRU6jTAQcP1uRFLV/OB+Pffwf276/z5T3dPDGp+yQAwLLDy6zymoY8+Tsq9BXQ3AjBhhU28rYA7EIM8jRhEkHWHCYIuBEUBL0owGM5IRb/diAiQy3EzJQfhHhEIhNx2I4J+A5x2I52yMAPQrwr+EEIwiZiJQl7EQyupn0gVkcY3mk4xt3OJ3eD2g1yinPBmVU1xDSJlSt5tUlTRA2GML8IefVvhWOqLQeDmB7RMbAj3LXuteo/oRwSLLtFEQS7aRJ1ySfvGlQdTRR8AoMGAb6HqldUMTGAp6dxV3mQJhVZWbwaobMpryrHvhy+620WwbBlC//ZqxcXxnQEN7eaKIaFC21GMdjSYUg+kQwDM+CesHvUq+JgQhv/NvDx8EGloVLy+1lMj2jXvB00goPLQ/H17d0bCAys+3U6VKdqWHqrapmboPT9LjUmNsKqrC4BORgIc7KygFmz+O/vvQfcfntNXtSUKVx4BagZTOvIk3c9CQBYe3wdHv3bVXPvYGQqAMBwLg5+fgJefZV/X0rNYw2CFppuXaSzp6sfcGzqVLBHH5VWqg0P58cdiMhQC9OKPUzQYgfikIQJ2IE4sGrRHxfwgxCETcQdZ3ulKl1J+6DKUIUfTv0AAHihzwt4vvfzAHjuLmvgbThnV9UYPJhvfl69CmzYYH7OGMHgFy6v/q1wTLXlYKD0iPqHBMtucUQHw48/WnmQ6ppPLgo9IvgExo5FzZateK9YvoAfFchTElwhTWJfzj5U6CsQ6hNqHg2lRnqEKRMncs2AK1d4FIOM585YqrLIOoJBTI8Yf/t4dfpkgSAIxjFVSuhR1QoSjqRHiOj1wIsvSp+rRW6C0ve73Jj400/KukvRxeaQg4GogTHgqad4/cfoaOkP9ty53Fv7yy8OxQPd1eou3BlyJypZBdBtlfnJttVlgzJj4eMDfPCB/Dz29xkrEHJkKz9gWbImPBz6pCTkiblaUkq1GRku4VwQcXDOThBOJzIgEm4aN5RXldssVelK2gdp59Nw5cYVBHoFIrZtLHq37g03jRsulFyQLSlWH7hCVQ2ttsaPbJkmURPBUD1AOTCmmjoYLJ04JPBYv5BgWRNADD/64w+z1ZI+OaXO+eRepWIEQzpGDLwG/Pkn/1sMq4yLAwD0KU8FwFzCwSDqecVGxkIQd6n0+poddrUcDG5uwOzqNLs33pD13MmVqsy+lo1dWbsgQMDY28eq0ycJbAk9Gh0MAQ46GAyGmtfXEQeDCrkJSvUTkpOlx8ScHCApyXY3XSTL2uUgB0NTxzQe6JVX+KDg6clnllJb5e3bA1On8t/nzKlzkp0gCBjgw8UecdeymhPaCiCius5tZhwuXOBjh+Q89n/H0OurZ3nbt9/mxdstJrpMTCg2Xl+iPqSL0Qj8IAQhi5vGzRgGaq+SRHxUPFbGS9dEXPLgkgZLT1ibvhYAMLLzSLhr3eHl7oWeoT0BALuz1aslbwtXqaoB8GA1ANi4Ebh4sboPjJmIPJp4QOs4pnYJ6gKtoEVheSHySs1jS6lEZf1BgmVNgJQU4NVXrY/n5kIzZjR658h7kGyt2Q5s7ggYNIDnNVQcXc8Xku3b85AnAOjTB9Dp4Fuaj444jW3bnK/DsPN8tf5CGxP9hYMHuV6Cnx/vs1p4e/OfBovIPRPPnZyDYfXx1QCAmLYxNQ7cesCWg0EsUdkh0MEKEocO8dfX19ex11eF3ASlPorHHrP9XvXyko+kBii6WApyMDRlLOOBPv6YHx83znbN2jlzuD7Dzp3Ar7/W+fbdMQnQuwOtDwIh1Z7wsD8A93KgtCVwpQuAmrHDbB7bqxTa8WOAsjLuIZ0zp1E4D5RyCz0VogmiVOgRqNFYaOHVAivjV6JPGJ+Q2KoVriYGZjBGBjza9VHj8f4RvM72b1m/NUg/XKWqBgBERfF5oV7PtRgAoKCsABV6viva2re1w/fwdPM06nUcvXjUeJwxRhEM9QgJlt3iKPAgJWImNLDtQZJas61L1gFXeZpB+h8b+UHTcoGenkDfvgCA+91ScfEikJ5e+6egFjf1N40O4thIE/0FMXz/vvsAd5U0XvR6YyUNK0w8d5F+EQCsv9/qOz1C5PaW3MEglZqmWoqEWq+v0pwDG+2U+ijKyuyfnzePootrAzkYmipyMZIAsGKF7RjJ8HDguef477Nn19lF3Tk8CDg5gv9x19f8Z7X+As7HAtW52caxQ4y2+O47YORI4ORJ/mn/9luuVEsQhEsgOhjsCT0CNTtM93e4HxO7T8Sce7m+y9eHv0ZZpZ1vfRXYk70HeaV58NP5YVC7Qcbj/SL6AQB25zRMBIMrVdUAasQely/nQ7wYvRDsHQydm06Ve0jpMFy6fgmF5YXQCBpjWTxCPUiw7BbHjgdJAEMbZCMGtj1Ilmu2U6eAI0cAoYBHFZ04V10u0DIuvDpN4tEWqQCcq8Ow/8J+lFWVIdg7mEdDiXPIb77hDe6/X72bKfTctT19GQDXYBBTw85cPYP9F/ZDK2jNnNz1gTjmni44jYoqcxVf1RwMaulbiMrnDlQrUlMXoWNHii6uDbQqa4rY8nCL2IuRfP11Hg72xx/A//5Xp27ExADNTnOxR9zxLU+PMNFfMBs7TKMtJk0CtlbrLjz3HBAcXKf7EwRRP4hiWrVxMIghrA/e9iDa+LfB1bKrWHNiTf11shoxPWJ4p+FmC2fRwXDk4hGUVJTUez9crarGuHE8UO3oUeCrr4CV/zMReFSJbsHVDobLNQ4GMXqhXUA7eLl7qXYvgqPCpuAtTaOvrKHQMxQK+XaBgdZrtjXVQ3E7Hx5VdKK0ukSEZcNqocfeZTvgbB2GHZl8Pnlv23shrFtXM4c8dYo3ePdd9QRHFL7uEVf5G6qsqgxXblwBAHx/7HsAwKD2g9CyWUt1+iNDmG8Y/HR+0DM9/ir4y3i8sKwQheWFAPjYW2dKSoDd1U55R/QXAHPl8zrmJpSXy/snxMsoXUKEhlJ0cW0gB0NTRI0YyZAQ7qQAeHrCtm21/kY+eBAoP/4AUBwGeBcA975b42DI4l9aiYmA9kcb0RZvvkmKVAThYoih7/ZSJExDWMUa5VqNFk/3fBoA8Pn+z+uxlzwc35geEWW+c9TatzUiAyJhYAbsy91Xr/0AXKuqBgA0b84ruAG8BPlH/8cjGNJ/D1NtyJWKYKAKEvVL7948n9gWTVWw7JaorKHQM5QH+XZXrwIffsingqLD5csv+bmB3fjnMj3QwFdmlum0ffsCHh7wLb6A23DGqU4aUeDx3iJ/6TnkxYvqqZoqfN11YW0Q6sPbijoMDZUeAXD9Mykdhowi7jAKaRaCZh7N6n6DHTuAykquzSGWmHSEWiifWzoH16wBRoyo2UuV81EsXepwoAQhATkYmiJqxUi+8gqPYjh6FBg0qFbfyFevAmPGAPpKLQKuV4vAxL4PuFUCALSTH8LL/0lB/AgVoi0IgmhQTDUYbJWqPJh3EGVVZWjh1aKmBBqAqT2nwk3jhr05e3E4/3C99fNA3gGcv3YezdybYehtQ63ON6QOgytV1QD4EP6b6dP245Pz8kvhqs3JRQfD8UvHje8T0l9QD8sJd0EBMGyY/Xzjt95qejtzt0xlDTth5UwQkI0IpCEGfn7m5yIigOHD+e9vvAEMHVrjcMnO5sd//E91ikQwuP6C5X28vIzCfkN0O1BYWFNsoiGpMlTht2w+gMUuXV//qqa1COcXRZAzizJx7NIxHLt0DO4ad4yKGiX9WJUxOhhMSlWqrr/gaPSCKQqUz6Wcg2PHAjdv8rXG99/L+yjGjHE4UIKQgBwMTRG1YiS3bwdu3LA+bucb2WDgiq3nzwMhcSkoCl1n3cYnFwuzRiMl5X1SpCKIRkbbgLbGUpVi7r4Uaef553ZAmwHQCDVfR618WhkrSHyx/4t66+faEzw9YljHYZLh+A2twxAfFY83733T6riPhw+SxyY3WFUNMYvODN9qOxbzWZoac/IOgR2g0+pQVlWGjEK+g0YVJNRBasLdqhXXZvbz44Jl4RbZLm5u/OeyZTVVDpsCt1RlDRth5UwQwBiQgEQMul+LK1es12w//VTz8M2bradfV05y8e3LzYAr/e+S7oOowxCUCsA5OgyH8g6h9GYpmrv5ovvRS/IN1ZpD1iKcv21AdSWJovPG9IgHOz6IAM8Ax/qgEFHo0TSC4exVXkHCJR0MgM3cBFuScgB3NIwda9tHQSXi1YccDE0RFYRTpGeg1Vh8I1vuosyfD2zYAOi89MDQBMBWWba/lkBvI3/KCClSEYTL4KZxM+Zx2kqT2JlVrb/Q9l6rc8/14kKy3x75FsUVxar3kTGG5PRkANbpESJiBMOe7D0NUh4SAE4V8PzgkZ1HYnrv6QCAToGdGsy5AMhk0VVHMKA4XLU5uZvGzRi5IqZJUIqE48hNuKuq+M+5c/l/ywn3sWNAQACwZw/wwgsN3WvncctV1pBZLRV5hmI0krE3NB7ffssF/qXWbNOnAy1aSF9auOmFiCI+KTvWtZV0o2oHQ6/SVDhLh0FMj4jRdYJGiQ65GnNIuVVqy5Zmq1TTUpUNmR4hIkYwmKamiREMHZo7kNZw/jzXt9BquUezAbAnKScIwKxZvJ09/QQqEa8u5GBoiqggnKL0G3nn+2lWuyhzuEg8XliYhovldsqyVRUgra3dZ9R0FakIwkURdRjkhB71Br0xgkHKwRDbNhZRQVG4Xnkd3x75VvX+Hb10FGeunoFOq8OwjsMk23Rr2Q2+Hr4ouVkiWTdcba6WXcW6kzyi663Yt/Ba/9cAAIcvHm4QoUkRybm2n3kEg2y7WmKqw3C17CryS/MBAF2Cujh+8SaIkgl3YqL0hLtzZ74RIAg85/7LL28B0UMF3JKVNeLjoT+bicOfbEdxCF80vlb2Fn7UxGPVKr7mlSMtjafTSNENx9DtMn9zrb9aJd2ob1/A3R2+13LRHuewcydPy29IjPoLIfcoe4Bac0jTVWp1qggmTTJbpUZUl6pcdXQVzlw9A0+tJ4Z3Hq7O/RUgjrlnC8+ivKocAHCuSIUUiS1b+M8+fbinsgFQ2zlIIo7qQQ6Gpoqj8UAKv2m/mJsn++Gv9FRYlq2FjZJopL5CEC7Jbc2rK0kUSDsYjl06hmsV1+Dj4YMerXpYnRcEAc/2ehYAF3tkdSyHK4eYHjH0tqHw1flKttFqtOgbzuu6N4QOw8ojK3FTfxM9WvXAXaF3IcI/Am3928LADNiTs6fe7y8iOdc2iWCw2a6WmFaSSL/Moxci/CJkbULYxtEJ99ChwPvv89+ffx5o3dq26OGt4IC4FStrpKQAkR20uOvFOHx0cQoAYBh+xrhxxkIPstia3sUgDV15pUUcv3JKupG3t3Fx/XCzVFy/zguONRSmzuvYuCkNr+AnrlJfeYX/nZxs9PilpKdg3o55AIArZVequyBg89nN6t3fDq18WqG5Z3MYmAEnr5wEoJIGg1ieUu30CBvcks7BWwRyMDRlHIkHUvhNe0FGqVgQgJVfKCzLViCTDErqKwThshgrSRRKp0iI5Sn7RfSDm8ZNss1jdz4GLzcvHLt0zCjYpRZieUq59AiRhtJhYIzhP4f+AwCYetdU4/GYtnziK06YGwKrLDr364DnNf57SZiqc/LuId0BAEcvHqX0CBVQY8L9+utAdDR3FlyySF83lVi6JaouoOb9Locz9jEccdxYpsisx8MAgPuxBetWldu1j63p3QDsQlS1g+GKcEK+YbUXI74FjyRoyDSJo5eO4lrFNfh6+KJH2N08YlfKQV3fc8hhw4BmzYCsLGDfPqSkp2D06tHG8pQiZVVlGL16tLGiUX0jCEKNDsOl46gyVOF8Ea9oUWcHg14P/Por/33IEDW6qYhb0Tl4q0AOhqZOXeOB7CkVQ0BWtVKx5HkGXN4fg2APO2XZrmsRcx7cI2o5AyD1FYJwWcRKEnIRDEb9hTbW6REiAZ4BmNBtAgB1xR5PXjmJ45ePw13jbjc0taEqSRzKP4Q/L/4JnVaHid0nGo+LZSnTshrOwWCVRSemR1T4ABV+YEy9ObkYrnuq4JSxYgg5GOqOGhNug4GviaQQ12lPP92wVRfqM1JCq+XPRw7GuHZUQ+1jOOK4kUqROYweyEVrNMMNxGKHXcFK+ekdM4tgyK9Kl79ItQ5Dz5JUAAxr1zZclMuOTO7U6N+mP3dex8cDjzxi3bC+55BeXsb76lcnIWFTglFfTIqZm2Y2mNaPaanK7GvZ0DM9dFodQn3ruBLfvx8oKuKpEWJ94wbAFZ2DBIccDETdsKXjUM1MJMIAG9/ITItJLfg1LJ0MAgSAMSSu10MbHsEL2pL6CkE0Gm4L5CkSZwvPWpWqZIzZ1F8w5bneXOxx9fHV+CH9B6w6ugqpmakOTcTE9IhB7QfZVe7uE94HGkGDjKIM5JXUX5zlfw7y6IVRUaMQ6BVoPC46GPbl7sNN/c16u78lZll0FukRvr7AvbbNppgIvwj4eviiylCFH0/9CIAcDI6g08lHgwPKJtxpadxRIAdjPEe/oaouNESkxO+/85/Nmpkf11TPkpOSlD8fNaMPRJQ6bqRTZARswEMAgIew3m5Outz0LhKZCEcubrvC53U5JTnyArzR0VyHoTAb7ZCBw4cbLspF1F+IbVudC8IYcPgwACBjyjzsnvEdDn+yHfozDTCHHDcOAJCWthI5xXY0x4qzG8yRbCr0eLaQV5Bo17ydWTUnRYhv9oUL+d/33VdTjqYOl6ntZ0arBT75RPocBTk7F3IwEHVHTsfB1xfH307GOtgfuEd0ikfy2GSE+ZlfI1wXjOTVQHw6uNKUnx+prxBEI8JWqcrTV0/j4vWL0Gl16B3W2+Z1erXuhQ7NO6DSUIlRq0dhYspEDPzvQEQujqx1SKneoEdqZir+ffDfAID4LvbHKD+dH7q35GH8u7PrJ02irLIMK4+uBGCeHgFwscMg7yCUV5XjwIUD9XJ/OcQsun/M5/a767Yw3H47UFICvPiiOvcQBMEYxSBOwKlEZd04fJhHZYuL/LpqODuar2yp8+DMBbcSTp4E1q/nr88ff5jvY+zaBXh68vOvv27/uagdfSCi1HEjZzsxTeIhbADA7NpYanoXA25QbUQvhPrwnW4xh9+KZs1Q0J6P7bHYYXaqvqJcAO68FtPvjA6GffuArCyUCj7o+t9X0f+zCbjrxThEdtBa9UH1SJkhQwA/P+SVX7HfFqhXJ7YppqUq61xBwvTNnswrMmH79lob1lEHYlAQ/2k53lGQs3MhBwPhGKY6DjNn8mOBgYh6Y5RiXZ34qHhkJmRi+5Tt+C7+O2yf8AsyVjTnzoUpU7jqFEEQjQo3jZsxn9OykoQ4AewT3geebp42r5OSnmLcYTEltzi3VnmrKekpiFwciYH/HYjz13i+6bzUeYoeb9RhqCcHw7qT63Ct4hra+rfFfe3uMzsnCAIGtBkAoGHTJES0WsC3NV/d3REZjmXL+K7ut98Cmzapcw/LiIVOLTqpc+FbGMuF0NGjwP338yjlfv24feqq4axWvnJenrLFg9yiTo0FtxIWLeI/R4wAoqLM9zGio4Hly/n5hQuB4GD551I/0Qc1KFHEl9s83opBKIcO7ZGBKKQrsrGlTNeCh3YBAAJHxBjLy564LK3DoNcD312IAwDEIdXqeQDqRrmInLh8AgVlBfB298bdre8GAJx+/3sAwI/sEZTDy9jW0i71Einj6QmMGIHQUmXN65yiUEtEp25GYYaxXGWt9Bfk3uxFRbXyHqnhQPz6a/7zyScpyNmVIAcD4ThiZMH773P14PPnoT20v1a6OloGxGUCE44Bce+sgDb9FBASUvPNTxBEo0NMk7DUYRAdDGL4vxx6gx4JmxIkz4m5rEryVkVxLcsQ1bzSPEVOCqMOg8pCkyKiuOMTPZ6QDFF1hg6DKbklPIIhzDcM99zDF30A8MwzPJrBEVLSU4wpKyI9v+zZYIJnjRGphVCPHsCVKzz9eeNGXhmvrlmFdiSWFLNgAfDoo7YXD7YWdWqXoJPi0iVgxQr++0svSbcZNw4YO5b/Xlgo/VzWrKm/6AOpdlJOmUOHaj6bltxAM2zHQADAJP8NinPSTQNHW5+tfqFjYtA1iDsFxcovlqSlAf8r4REElhEMgDq2s0Rv0Buj07q06AKtoIW+0gCfn9cAAFZjrFUfAG6X5OR6jJQZNw4x54HwUo1tzTG/CLvfiWrRsllLBHkHgYFhw+kNAGrhYFDJ86fGZUpKaoInpk6lIGdXghwMhHp4ewMP8zA8rFmDkBDpZla7KJYzjJU8VBhTpgCBgdIXIQjC5RGFHs9cNa8kIToY7OkvpGWlOZy3KjoppMS1lDopxAiGg3kHUVZZZrPPtSWjMAPbMrZBgIDHezwu2UacdP6W9ZuVnkVDINog3I9rMLz7Lh+ys7KAf/zDgfD3asdPUUWR2fHaRqc0JeR2/AzVb4sZMwB/f/57XbMKbUksiX+3aGHfAXHkiPRxJUKRjz7KnSRKcCSlY+lSoKKCV1Xs31+6jV4P7JYJXmKM/3/iCcedIXJzJkuOHrV2yoSE8GiLvLwa55ClfTZW6zA8Hba+9ouvy5d5LgkA9O9vjDo6cUU6giEvD9iNfqiEGyJxHm2RKdtODcQItcX7+Bv3YP5BRC6OxCdL5iNUn4tr8MMmWEfDinaZNk3ZQrdOKRT33w+tfwAWbzCAS6BLaI4BSByaCK2m4VbFt1c7iYwlKv0jFT1O2LVLFc+fGg7E1auBGzeAzp2Bvn3tdJxoUMjBQKhLtZufrVmDV17mI/PUqTZ2UeRmSwDw0UeNr94VQRBGjBEMJikSWdeycP7aeWgFLaLDo20+Xmk+qq12ajgpIgMiEeoTikpDJfZf2K+oT0r5+jCP7xzcfjDaBrSVbHNX6F1o5t4MheWFOH7puKr3V4IxgqFaK6dZM+D//o+fW7q0jvnmKjh+zK6nYOJfn5UI1Eaqr7Z2/AC+oHzzTXWel5zEUng4sHYtl0YS72nZB0GwXZUBUCYUeeGCsr6GhtbNtjduAP/6F//9pZfkHSb2FkIAcP26sr7KLagZUz7dmT/fuj8FBdxR0r07d0BI2e5gKHcwBJ/6zToUwx67eHoEunYFWrSwmyIRGgpchw/+gLQOg2k7R5GLUMstzsWrJXOQEgX8gJG4CZ3sNYqK5K8vLnTff7+OKRQeHsCoUYhPB5KLhlhrjvmFI3lsMuKjGjCePyUFt28y1/RpP+5ZZW/CWtbClftsKo1esXU7MX3p8ccdj7gi1IUcDIS6PPgg4O0NITMTN/cegJcX8M47Mrso9mZLQP0k6REE0SAYS1WaOBjE6hE9Q3vCV+dr8/FK81FttVPDSSEIgjGKQc00Cb1Bb3QwWIo7muKmcUN0BHfGNHSahN6gx9mrXAMjvzTfuOAvlckpVpxvroLjR0RJ7nRDVCJQC7m+vv9+/acMmGKZg2+6QWDLAZGcbKxS6DD2IiUEAdiwoW62XbGCp5W0aweMGiXfTq1ddkB+QT13LnfWichFjmjszNoLC3mVFynb7cxuxx0Eej3wyy+167j4pqrOrRAjGDIKMySjusQ0m53gaRKWOgxA7coHyup0KHFUDgWShNHKbmSDuXOVpVBI9rW6mkT8yoPInH6mRnNsynZkJGQ0uHMBo0cjKsPcK9bmr4vKBu9a1MKVGssiIngVorfeUnwZSU6f5n4vjQZ47DFl1yIaDnIwEOri7Q3DQzxNYixW46WXgNatZdo2RIIlQRBOo2ML7mA4e7WmVKXS9AiApwaE+4U7lLeqhpMCqNFhUEPoUaxmMXvbbOQU5yBAF4ARXUbYfIwzdBhS0lPQNrEtCsv5bucz659B5OJIJB9Pkc31VpxvroLjB1AmEtYQlQjUQq6vOTl8gaMENRfEttIsbDkg1BKKnDyZ/5RbcDPGxRdra1uDoUbiaeZM25X1lD6X4GDbzhA/Py7AabkA/egjnnYEcCfD2rXSjpu3365JhZEjJ6dmyiRpOzGNdcMGZU9KRIxgqPYIBHsHI9ArEAwMpwpOWTUX02xSEQcAGIqfMR6rEItUaMAHhsGDlaXt2NTpsOeoFIBsf2BLW2kxYUHgdqsrluOdXF/XXbuPe8suX4Y2bRfiIuMwofsExEXGNWhahLixl9KF4Z0481O3Pw+kdGF2B292zz1cvFKOahX3lMsxkmNZXl7Ne9TbW5kYvBRi9MKQITbWGYTTIAcDoTq/BowBAIzT1KRJSFLLMCuCIBoXbfzbwE3jhgp9hXESuDNLmcAjAGg1WiweynNq5ZwM9vJWRSeFHErFtUwrSTBbUVd2MK1m8c/f/gkAqGJV2Hh6o83HGR0M59Mcun9t+jl69WhjeoRIbnEuxiSPRo6v/KpciW+4to6f2qYMiMcSEhqmEoEaKAnqU4Jai3slyDkg1BKKHDFCPlJi1Sq+Wy+FPduuXy/g9GkgIICrz9vC3nMRF0JiuoVcu+JioHdvoE0b8wXoq6/y8/PnA88/L++46djRdj9FbE6ZHuJpEvj5Z+Vv+tJS4OBB/vsAXtFGEARjFIOc0GN8PPBuwhUwAKG4iFWYiFQMRJYQiVFIwddf81Qr/U09DiemYvffV+HIkp3Q36zplz3n4I/blM0P9T5XZJ1US5c69l41TaGQ1RQZ746Mu6qjFL7/vm43qi1Sg2ZaGlJ8czB6LHDZ26KffsDosUCKj43BW6+HdupUoLxc+nz1i6hflIiEWVqbY1lICPDf/5o9zAq5krp6fc1jn3hC/h6E8yAHA6EqpaXAMz8Ow3V4o60hE36nbdRtr0WYFUEQjQ/TUpVnrp7BpeuXjHXTxdKL9oiPikfy2GSrvFUAWDpsqd3QUq1Gi1eiX5E8VxtxrbtC74KnmycKygrwV8FfivpuiVyu8PWb1+2KGvYJ7wN3jTtyS3KReS2zTvdXipKwYwydCQi2Fyi2Fjq1iU5xJGUgJ8f1AuVs5STby/W3hb0dv4bEUaFIs1LWMgvuVq1sVzGxZdtPPuHT32efBXx8HH8uiYl8cSnlDImIAP7+d56Kf+SIvLZEJ5PqrFKOG1WmTP36ca9KQQGwb5/9i+n11V4APd/qD69x1kYF2dZhQEoKei+ZDL0ApEYCq7rxnyFCDtZiNEYhBb88m4J8z0j0eHEg+n02EXe/PBh9xr+A31//QZEDceUXyl6UmU+FyqbzjBlj375KeOcd231940+eJoG1a4HKSuUXrgsyg6b+x3VIGAo+ils8N1b998yhgP5CtWPZZLAStm9Hj6VLoUlOBtzdgTlzzN4PAIwvalpQvN2x7OJFIChI+jMDAI88Il/15tdfueOmeXPejnA9yMFAqMqiRUDmJW+kNqupJiFLTIz0qCLiSrMlgiDqhFGHoeA0dmXxMNtuLbuhhXcLxdeIj4pHZkKmMW+1d2suHHY4/7Cix6dl8xWGp5t5WGdtxLU8tB7G+9ZFh8FRUUPTuu67snfV+v61wV7YMcAA/2ygre1Vua2Fjq3oFFPHz48/aB1OGVBCQwXKyTlLFi3iAo1KsbXQdZXybI4IRQIWpawlFty1DYLU64EdOwR8/30n/PabBm5ufOHv6HMxrYol5wz55BO+GJJDEOxH0iiNpLA5ZXJz41pZALB+vY2GqHmzvvwy//vyZTNxC5uVJExC8dvNBAY+DkwczX+2SwBSohi+dn8ayRiNUGb+4Q41XED0onFYOynF+LnXQI9YpJqlWTAGXN4fg2APGxFqDGjlFY6Ff4+xWbbVln3fftv2y2T6lOVgDFhzORY3A4KBq1eBbduUXbQuVId9MItBk+XmIu2HJcjxh5VzwdimOqUkLW+v1WDlNmQI2m7bBiYIQFISz+uReVFr89m0/MzMn8/PbdwI/CXjyxfTIyZOBHTy2p2EEyEHA+EwooPziy9qBoaAaTxNAqtXy8d7arU8eUoKV5wtEQRRa0wrSRj1F9rY11+wRKvRGvNWFw3hydPL/1xuZyEMHLhwAMknkiFAwN6pex0S13JEh0ENUUNjuUoVhSalUKqPAF/5dkp8w3LRKaLjZ0SneFVSBpTQEIFytvQVXnqpJs3dHm+/bX+h6yo4IhRp77kotdmFCzVrpfvvd8OqVXzn3cMD2LtXnediipQzJC2N79jKoSSSRmkkhd0pk5gmYUuHQYFwic0UCZNQ/Bw/i0v4AWPGAltvK4AAZrUQ0VQ7XPt+PxMa6DEKKchEJFIx0JhmkQmeZgGmRWh+tUCuxTghMH5ocvBiaDVau2Vb5ew7e7Z9x05AgPQ5U/Rww/le1WKT9ZUmUe3YYYxZ+RAExpBnJ1pHJG/5Z7xWrFQYgsmArIcWqYjDKkxAKuKghxZ6PbB1q7L7iJ9hU9u8/jr3gVVWArNmWT+msBBYt47/TukRrosNWRuCsE9KCg9hMx2D3N2BS72GcfWWzEzgwAGgVy/rB1++XKPA1Ly5edmk8HD+TelqsyWCIGqFGMFw5uoZZF3LAqBM4NEWA9oMQGzbWOw4vwMLdy9E4tBE2bZzts8BAEy6YxLubHWnQ/cVdRg2n92MVUdXIdQ3FDFtYszSK/QGPdKy0pBXkmd2Xg1Rw5g2Mfho90fYlbULj7Spv7hQpfoIKAmFIEg7AMaOVeYbjo+Kx4jOIyRfs9RUx1MGxMVrbq50PwWBf93Ud6CcEn0FT08uBHj5su2+zp7N/6el8R3A0FDef1f1xYuLByni47nOQl2ei7ijL2dbEXED3pKyspq0BqVTDVvPxRZqSU6JThnLeVetpkxDh3Lp/SNHgKwsLgphir3chOpwi6jD3GF8+uppVOor4a51r7nEhVybofgC46H4I04CWonbaMDQBtl4A+/jbcyDpfcgDLlIxmiMRjLWFaUBgQBu+gC6mvI24cWA/6Z5SCqNx/zHlL2n5Oy7eDF/r1iOd6LT4cUXlUVUlT40Dvj1c775JpZUUPPDW51nJZfZESpT/adW7artn6IfgYRZWrP3YWgoT306dsz29e2Nu598AmzZwn1gP/9cE3QD8OAJsSRrz57Kng/R8FAEQxPHkbrgcg7uykrg0cneyLmz2ksulybx1lu8+HCPHkB+vv1tAYIgGh1iJYmDeQeNKQ0xbR1fzc25lzsOvjzwJS6WSm8N7jy/E5vObIKbxg3zYuc5fM+CsgIAQHZxNiamTMTA/w5E5OJIo3aCqYCj6fmVR1diW4aykFhbi/v+bXgExV9X/0JRZZFjT8YGMW1i0LJZS9nzoj7C6oUxVrvPoujeF18AJ2RSs61gWiAzDjg2gf9kfLKdm2vzUeZ9ktnRXbxYftcX4IuFjz6q/8W5En2F8nJg+nT+u70danu7sY2Juj4Xezv6ggAMGyb/+IYU+VRTckppJIUsLVoA0bzsLTZKiMsqrPAV/mcGfDx8UGWowpmrZ8wv4X1ZWSh+W9tdnYe3bUY5TAl/Dmi/DdC7AZ8fAZZvxx3Jr2H7cmBvYjDS02erorFiL9pGSZRDRARwR+vL3Llz/TqvrahyvVxDrm0PVcx5IPwarKI9jDDAqyQYMeflryFU2//TsWmSFSKOHePRQdOn13wOzR6vINqmc2cYKxW9+CJw82bNua+/5j+feMJxEVmi/iAHQxPGkbrgSnZj3vtrLP9lzRrrhn/+WZOAuXgxH41uldkSQRBGxBSJ7OJsMDC09mmNkGYhDl93ULtBuCfsHpRVleGTvZ9YnWeMYfa22QCAp+56Ch0COzh0v5T0FDz5o7XcfG5xLkavHo1Xt7wqKeCYU5yDv6X8DV8d+srm9ZVUswj0CkS3lt0AAOnXpZXb1aC8qhxaQXoMNtVHGPOo1mqhc/ky/y65fh0YNQq4ds32veS+hxITgffeU9ZfeykDcosDcXL666/1n4ahdAe7Y0fH0gaaGvYWfq9I67saaSiRT1X0E0xw2MEklquU0mFQ+GYV8vNlhR7z2imr/WgvZF8Lg+xuvAYMX8Vc4n/8+RhQ1A7IjMPMYxcRlwmsY2Ogrw7UVkNjxZZjx5azC+Dvs6SxKdCOH2tda1TFerlHLtv2UGkZsHiT2CkplUcBPTdOkowqsaQV5F/UwED+ejgylr35JtCyJXDqFLBkSU1J1z/+4K/3pEn2+0g4D3IwNFEcrQuuxMG9omAY9J7efAQ+cMD8ZEICH2THjgXudSxcmiAI1+XABfNKMhdKL5jt+tcVQRAwJ4ZHMSz9Yymull01O7/pzCbsytoFTzdPY7RDXbEn0MjAsGjPIsnzIm6CG/5+z98hVP8zey61qGYhOiBOXFcaHlB7XtnyCvJK8xDoGYjWvuYFxi2FMS0XOjodTy+OiOACXVOm8Kg2qUg5W5oEL74InDxpe4dKXJTNnm1/R1dqcfC///HNxK++qikxWF/UZgfb4R3qJoat18tVqmGrpp+gFqIOw+bNXDHP9IP555/KrhEaWqPDcMXc4RnYLEjRJUJkQvENEFAo2FDFBPBnCLC+MyAYBGDX69BAj8HYjLHg+gZrMNq0q6pgy7Fjy5GpgR5dv7RTEkOFUJqTwTHIQyvZbyIDBPRKj4Cweg1QbNHR4nBgdTLc0kcoulce5F/U/Hy+TnBkLPP3r9F1e/VV85Ku7u7KNWsI50AaDE0Qhel1GDFC/stOyZdxGbyRe+dDaLNvDY9iEHUYkpOBHTt4wulHH9X5eRAE4dqkpKdgXPI4q+Pirr/SCg5yPNzpYdwZcif+vPgnPt33KebG8SRYAzMYoxdm9J4hWeKyNtivqgDome2JYRWrQnxUPOIi45CwKcHseuF+4UgcmqjotYhpE4PP93+OE6X142DY8NcGfL7/cwDA92O+x8DIgZL6CLYIDuZVAgYMAH78kZciKy6uOR8ezqsmzJplX5MgMRF47jn+t1Tus+mizF5uvFR+9YIFfNKakAB06VJTnUBOC6C6lHyd9AJCQuSF/ixzkuua699UkXu9XKkatir6CWrx11/8RausrFHKCwvjHwJ7Cn0mb9Yue7hK5sbTGzGgzQDEtInBtYpreGfHO3a74M7c0OVyFSoF4Le2PJohtBTof57vtOeNnYnm38sLG3xQ/VkJPxOH3lePIhH3IQI1L+w3eAwzsRh/RMQ3WDEyKU2RixeBz8enIaBEYb1cBz74ocFVKIMXBPAsCFNflhgLMhOJYOnxwMlRvBKQTx5QGgqcjwGYFmnQozw4HJ5XpMVNGARkIxxpsP2iiusER8Yyv2qBUMtulJfXXj+FaFjIwdAEUZheZ3OcC1YW/YaSoWOAfWuAFSuAO+/kuX8vvcRPvvaatbgQQRC3BPZ2/QUImLlpJkZ0HmF3wSqHIAiYHTMbY5PHInFvInq17oXiimKcunIKh/IPwdfDF68NeM3Rp6K8qoKC60zoPkFW1FAJon5FRlkGSipKEOgeqErfAODy9cuY+hNXZJ/ZZyYGtx8MAIiLjKv1tXr3BqZOBT7/3Ny5APBIubFj7V+jvJzn4tbnouzll/mG7cqVwAMPmEcvh4fzXWfxHlKixpZtbOHvL+1goKJJ9Yc9IciGEvkUcUTUUjVSUoAxY6xfkNzcGuGT8eNrKh3IePZS/voRC3cvBADsydmDgf8diFCfUGg1WuQU58DbzRs3qm5AgCD5PVApVKH7S/7Q3ijBZZ+aD17oNS1muM/EGx/MBn77t6TxTrUA1tzOf19z6C/cg0et7hCGXKzBaPw+PhlabcOtQqUW1GVf5wG/KHiwg6E0MRtehwYZKIYPSuGL1iZpDDkIx0wk4idtPAQDwETtGwtah2vh/sliYKy1qqX420wkwgDbb1pHnXZ6PY9ks4W9zVDCeVCKRBOkNiGDUiKQ168DCxfafqwYutrltkr+R34+T5gaOpR7L1q0qIl1IgjilkONsoxKiI+KR5hvGIoqivDwqocxMWUi3t75NgDgwdseRJC3slBdWyiuqqDwOqYlN+Mi42rlYAn3C0ekfyQMMGBvbi1q7EmgN+iRmpmKVUdXYXvGdjz101O4eP0ibg++HfMHz3fs2nqegiBFbfQOpOqkq5kyIAg10eK2UqMdTSv89FO+aezpaT3xJn2F+sPlUhPgZIFOJQJawcHAt9/aTKBPiQJGrx5tFL4VySvNQ05xDpp7Nsfep/Zi7di1VhFkEX4RWDx0MVp6t8RVzTUz5wIA5PnrMcd7EVL++lHWeAsGcMmAR05r0CedO0WkhCAFAH2TZta/iqcdJs5qgFCaDRugWZLI74dViEA24rAdE/Ad4rAd7ZGBH4R4Y+lHufSz6GhAO1o636MsKAiVq5LwW0v5waq2eiJy1GYzlHA9KIKhCaJ0/Dp9mottmX7AW7cGmjXj5zw8uLKrXNme1eNToH3sb9JfZAUFwKZNNKMiiFsUNcoyKuHHUz8it0S63MCaE2swLn2cQ2kYAE9LCPcLR25xrqzOglbQwsAMkucFCAj3C7cp4Fgb+kf0R+a1TOzK3oVhnW3I5NsgJT3FKlUDANw0blgZvxKebp4O9VFJ1QQlWNZJVxu9Xt7XLaYMimrmdU0rPHeO60QAfDH71FONp8TkrYBLpSY4GyUfzMuXaxLoJcIt9AKQsDjSpuaMp5snugZ3RfeQ7pIRWwDwz13/tNmNmZtmYkRCBrQWxjvvD3x7J28ze+gHwMrXZYUgBaiTeuAoHoNiUBoQDu+iXGMFDFMYgPLmofCq66o8NxdVkx+HG4BEJMB3/MNovQvYkRNnbBIRUfN+79vX+vMQGAhcvco/K5s3Aw9Y2L8qOBhbiotxV6/hsv4aNZ12rqKfQtQNimBogthTMxaZO9f6e+jCBe5caNaMRzSsXSvj4P5ej76rbHjJxRmZk73KBEHUD0p3/R2JDhDTMGwxc9NM6A2OjTNajRaLh/KdNCmBRgECZkXPkj0PKBNwVEr/CF6u8rfs3+r0+JT0FMmKFwBQZajC2cKzDvUPcHzSp9YumD2U7JLl5NR9J40xYNo04MYNvr6ZNu3WKjHZWBCjYLZsqcKsWfuxZUtV0xTOrO2qTeLNqkSTJq80zxidJhWxlZaVhgulF2QfbxbhZhHC9OFHI1ClAQa3H4x7tArTbJ28CtVDixe1/DvEsi6GqJVQeE0DfVEJb2+vhLxpg61boZ8wCW6FV3AQd2Hzff/Et9/ajvqSigq7dAl45hk+Zk2aVD3mmdifxcbipt4dY8ZoUVDA5/6tzTWAVY3GciX9FKL2UARDE0QMGRxtnV5l9bccvr7APffwa0nmE6oh9EAQRKPF3q6/Grv6tUnDqIuOgCnxUfFIHptsU6Cxb3hfhwQclSI6GPbk7MGKP1egjX8bSR0HvUEvuXMop40BQBVtDKB2kz65KLiGCF1Xc90hda2vvgK2bQO8vPjvGtrWcRpaLRAby3D9ei5iY+9smo4dFVZtakSn1fYaegFIiwRONCvEvzdtBADMjpkNZCq6jNNXoWlpwFcF8ShAMhYjwUyM8gJaQ4cKtDbk4urQsdjx6ka8MMtNXuslJQUsIQGCSQMtgDLo8PegJKR8p1MkfCsVFZaYCOzbBxw+zGU4fv0V2LuXj21BQQI++6wHfv9dg+bNuX+jXbv6i8ZyNf0UonaQg6GJYitkcOpUYN48248XS9CIuy9WgxjFNhFEk0bc9R+9erSVyJdau/oNlYYhEh8Vb1Og0d55tTh55SQECKg0VGLKD1MAcEfG4qGLjY4MqRSIcL9wTOs5rUGcMkonh4sWcSEvZ4Wuq7nuCA3lG4s7dgjYuTMMN24Ixnzn994DOnRQ714EUSdUWLWpEZ2m9BrpV9Kx9sRazPxlptm45aH1QMGNAiBmZKNYhYpT3XWIx48YgRikIRR5yEMo0hCDO3AEuzAAgfu3IH/sC7iAJYjFLmObXTkxGD1ai90vp6DPR6OrhZLN8UQFvphxDCEhnercT09Pvjbo2RP47Tcux1FqLCXqBiACGg1DcrKA227jR+trj9DeZihAwriujEv40pcuXYrIyEh4enqiT58++P333222X7NmDbp06QJPT090794dGzduNDvPGMNbb72F0NBQeHl5YfDgwTh9+rRZm6tXr2LSpEnw8/NDQEAApk6ditKaTxEA4MiRI4iJiYGnpyciIiLw4YcfqvOEXQQ54axOCscmm74Bim0iiCaPuOtvKfIV7hfucIlKoGHSMCyxJ9DoiICjElLSUzA+ZbxVBIJY+jMlPUU2BSK3OBdzU+XLvpniqFNGqbje6NH1J+CoBHspg+L6xF5aoSAAy5dz3aL773fDokW9MHGiG0pLgY4da3QcCMKpqKB6KUanWaaDGS8DARF+ETaj0+xdQ+Tdne9i9Brrseym/ibGrBljUwjSlVahplNdA7TYgTgkYQJ2IA4GaHEYd2ESVsIAAc/hc1xBMFIxEKswEakYiAxE4lG2BhEf8+gzqcUbg4AOn850OPW4QweeKgGYOhdM+m8AioocuoVixM1QGa3Rppfi1IhwuoPh+++/x6xZszB37lwcPHgQd955J4YMGYJLly5Jtt+9ezcmTJiAqVOn4tChQxg5ciRGjhyJY8eOGdt8+OGHWLJkCb744gvs27cPzZo1w5AhQ1BeXm5sM2nSJBw/fhxbtmzB+vXrsXPnTjz99NPG88XFxXjggQfQtm1bHDhwAB999BHmzZuHL7/8sv5eDCcglQuqim9AyaytIRJsCYJwKvFR8chMyMT2KdvxXfx32D5lOzISMlRJGVBjotuYsFf6EwASfk5Aws+22yhBDaeM0smhMzUJlKy3Fi+234Yx4L//lc4MPHMG+PFH9fpMEA7h4KrNniYNYD86zdY1xGNju46164CYuWkm9CNHuPwqVIn22XrtSHyLvwEAAlBkdi4MufgeYxFmyJFduGnA4F2QDX2qY2UV9Hou7SBHQ0uo1WcVIaL+cLqDYdGiRZg2bRqeeOIJdO3aFV988QW8vb2xbNkyyfaLFy/G0KFD8corryAqKgrvvvsuevbsic8++wwAj15ITEzEnDlzMGLECNxxxx1YsWIFLly4gB9++AEAkJ6ejk2bNuGrr75Cnz59MGDAAHz66adISkrChQtcdGblypW4efMmli1bhttvvx3jx4/HCy+8gEWLFjXI6+JMVPENuGJtKIIgnEJ97eqrMdFtTCjRnMgpyUFOSd3LN6jtlGkMk0Ml6y1bbZKSgObNbd+DNI0Jl8LBD6Ya0Wly1whyD0JSfBKe6/2cTaeoLSFIVxto7E2JBQF4YboeA7HdKPpoikYmakGKU6mORZ/Zl1ATGrw8JAnjNj6cqsFw8+ZNHDhwAP/4xz+MxzQaDQYPHow9e/ZIPmbPnj2YJSY1VjNkyBCj8yAjIwP5+fkYPHiw8by/vz/69OmDPXv2YPz48dizZw8CAgLQq1cvY5vBgwdDo9Fg3759GDVqFPbs2YN7770XHh4eZvf55z//icLCQjSXmE1UVFSgoqLC+HdxcTEAoLKyEpWVlbV4ZZzPxx8LGD9eW533VDPUCQIf7Bcu1MNgYFZ1w80YPhxCUhK0s2ZByK0pI8fCwqD/+GOw4cOBen5dxNe9sb3+TQGyjWvTWOwz/LbhSIpPwqwts8zKVYb5heHjwR9j+G3DXf45KCW7KFvV68lpYywcvBAGvQEGva0Bvnb071/zu8EA298dTmD4cGDYMGDXLsEoWDZgAINWW/M1Jddm1y4BhYXy0ylR03j79irExiqPIiHUp7GMaw2GAx/M4bcNx7Dnh2FX9i7kleYh1CcUAyIGQKvRKn59La8R7BmMGydvYGiHoVj711pF18guyq65nwsPNMOHA0lJAmbN0iI3t2ZeHRbG8PHHenTI3mEm/lhXcvQt0dGB93d2tgAly8Ps7CpUVtJ45grIjWvOHOec6mC4cuUK9Ho9QkJCzI6HhITg5MmTko/Jz8+XbJ+fn288Lx6z1aZly5Zm593c3BAYGGjWpl27dlbXEM9JORjmz5+Pt99+2+r45s2b4e3tLfl8XBWdDnj11VB89VV3FBR4GY+3aFGGqVOPQafLg4X0hfyFlixBixMn4FlYiPLmzVHQtSt3Pyq6gDps2bKlwe5F1A6yjWvTGOyjgw5L2i/BidITKKwqRHO35ujq0xXac1psPNdw40x9c77kvGrXGh8yHluubkFBZYHxWAv3FpgaNhW6c7pb6nWrLX5+wPXrwC+/KGuzc2cYgF7yjav5+efDuH491247ov5pDONaY8IPfriO6/jluI0PjYJrVKACWkGLLVu2KB7vzh87j43nG8d4VT0lxokTLVBY6InmzcvRtWsBtFpAn7NT0TUMkA4/N0BADsLxh6cbyhyYX58/3wLAAAXt9mLjxgK77YiGw3Jcu3HjhpN6QlUkVOUf//iHWXRFcXExIiIi8MADD8DPz8+JPasbw4bxahK7dlWZ7Na4Q6u9C8BdtbvY8OH10UW7VFZWYsuWLbj//vvh7u7ulD4Q0pBtXJvGaJ/hcM4401AMMQzBF0u/wIWSC7KlP1v78sLkttqE+YXh6ye+BgDJ3UeidjRrJkBJ9uSDD/ZAbOyd9d8hQpbGOK41JUztM0Rrf7wL8wvDy2NebnTjltSUWGjWDEi0P5AI4M4EjclrYqiOPnu3xSf49NV+DqUQDBkCfPEFw4UL5hHMxvsLDGFhwMsv96FUBRdBblwTI+mdgVMdDEFBQdBqtbh48aLZ8YsXL6JVq1aSj2nVqpXN9uLPixcvItREhfDixYvo0aOHsY2liGRVVRWuXr1qdh2p+5jewxKdTgedTmd13N3dvdF+kbm7AybZJo2WxmyDWx2yjWtD9nEd3OGOJQ8uwejVo63OiekNSx5cAgA2y4MuHroYnjpPAMDg226BAd7JDByorFLewIFuNCF3EWhcc21E+4jjnZKxrNFTPZCwnFwIkiK9AspahOOxgkX4BC+apVPkIBwvIhGTvoyHp4Mvh7s7j7KQKg+J6n4tXizA05M+P66G5bjmzDHOqSKPHh4euPvuu7F161bjMYPBgK1btyI6OlryMdHR0WbtAR4SIrZv164dWrVqZdamuLgY+/btM7aJjo5GUVERDhw4YGyzbds2GAwG9OnTx9hm586dZvkrW7ZsQefOnSXTIwiCIAiivomPikdSfBJauLcwO24qrlbf5UEJc0jTmCDqhyY1llUPJIIAMIuBhAkCBAHw/jIRE9eOxoCwTMRhOybgO8RhO+4Nz8CktfGqaVrKidoGBZUhKUnvKtqZhAvj9BSJWbNmYcqUKejVqxfuueceJCYm4vr163jiiScAAI899hjCwsIwf/58AEBCQgJiY2Px8ccf46GHHkJSUhL2799vLB8pCAJmzpyJ9957Dx07dkS7du3w5ptvonXr1hg5ciQAICoqCkOHDsW0adPwxRdfoLKyEjNmzMD48ePRujUPL504cSLefvttTJ06Fa+99hqOHTuGxYsX45NPPmn4F4kgCIIgqhnVZRTczrrBr5sfLpddRqhvKGLaxJiFCcdHxWNE5xFIy0pDXkmeZBtCPcQJeUKCuQJ7eDh3LtCEnCDqRpMay6oHEsFiIBFMBpJ4ACNGaJGWFmdMX46JUd+BGR8PjBjBq0Xk5QHBwVUoLt6C4cOHqXsj4pbE6Q6GcePG4fLly3jrrbeQn5+PHj16YNOmTUZBxaysLGg0NYEW/fr1w3fffYc5c+bgjTfeQMeOHfHDDz+gW7duxjavvvoqrl+/jqeffhpFRUUYMGAANm3aBE+TuKGVK1dixowZGDRoEDQaDR599FEsWbLEeN7f3x+bN2/G9OnTcffddyMoKAhvvfUWnn766QZ4VQiCIAhCHq2gRWzbWJshkGJ5UKJhECfk27dX4eefD+PBB3tQWgRBqECTGsssV/YSHgSxbGN9Y3qfykrWkNrsRCPH6Q4GAJgxYwZmzJgheS41NdXq2JgxYzBmzBjZ6wmCgHfeeQfvvPOObJvAwEB89913Nvt1xx13IK0hC70SBEEQBNFo0WqB2FiG69dzERt7JzkXCIKoPQ3lQSCIesKpGgwEQRAEQRAEQRAEQdwakIOBIAiCIAiCIAiCIAiHIQcDQRAEQRAEQRAEQRAOQw4GgiAIgiAIgiAIgiAchhwMBEEQBEEQBEEQBEE4DDkYCIIgCIIgCIIgCIJwGHIwEARBEARBEARBEAThMORgIAiCIAiCIAiCIAjCYcjBQBAEQRAEQRAEQRCEw5CDgSAIgiAIgiAIgiAIhyEHA0EQBEEQBEEQBEEQDkMOBoIgCIIgCIIgCIIgHIYcDARBEARBEARBEARBOIybsztwK8MYAwAUFxc7uSdNl8rKSty4cQPFxcVwd3d3dncIE8g2rg3Zx3Uh27g2ZB/XhWzj2pB9XBeyjesiZxtx/SmuRxsScjDUIyUlJQCAiIgIJ/eEIAiCIAiCIAiCaEqUlJTA39+/Qe8pMGe4NZoIBoMBFy5cgK+vLwRBcHZ3miTFxcWIiIhAdnY2/Pz8nN0dwgSyjWtD9nFdyDauDdnHdSHbuDZkH9eFbOO6yNmGMYaSkhK0bt0aGk3DqiJQBEM9otFoEB4e7uxuEAD8/PxoQHRRyDauDdnHdSHbuDZkH9eFbOPakH1cF7KN6yJlm4aOXBAhkUeCIAiCIAiCIAiCIByGHAwEQRAEQRAEQRAEQTgMORiIWxqdToe5c+dCp9M5uyuEBWQb14bs47qQbVwbso/rQrZxbcg+rgvZxnVxRduQyCNBEARBEARBEARBEA5DEQwEQRAEQRAEQRAEQTgMORgIgiAIgiAIgiAIgnAYcjAQBEEQBEEQBEEQBOEw5GAgCIIgCIIgCIIgCMJhyMFAuAwLFiyAIAiYOXOm8Vh5eTmmT5+OFi1awMfHB48++iguXrxo9risrCw89NBD8Pb2RsuWLfHKK6+gqqrKrM3SpUsRFRUFLy8vdO7cGStWrJDtR1JSEgRBwMiRI82OM8bw1ltvITQ0FF5eXhg8eDBOnz7t8PNuLDjbPkVFRZg+fTpCQ0Oh0+nQqVMnbNy40eo6kZGR8PT0RJ8+ffD777+r9wK4MM62TWJiIjp37gwvLy9ERETgxRdfRHl5udV1mqJtgLrb54UXXsDdd98NnU6HHj16SF77yJEjiImJgaenJyIiIvDhhx9atVmzZg26dOkCT09PdO/e3epz05THNmfa5t///jdiYmLQvHlzNG/eHIMHD7b6XJBtnPe5EaE5gTTOtg/NCeRxtm1oTmCb+rJPeXk5Hn/8cXTv3h1ubm5WY5ZIamoqevbsCZ1Oh9tuuw3Lly+3auOwfRhBuAC///47i4yMZHfccQdLSEgwHn/22WdZREQE27p1K9u/fz/r27cv69evn/F8VVUV69atGxs8eDA7dOgQ27hxIwsKCmL/+Mc/jG3+9a9/MV9fX5aUlMTOnj3LVq1axXx8fNhPP/1k1Y+MjAwWFhbGYmJi2IgRI8zOLViwgPn7+7MffviB/fnnn+yRRx5h7dq1Y2VlZaq/Hq6Gs+1TUVHBevXqxYYNG8Z27drFMjIyWGpqKjt8+LCxTVJSEvPw8GDLli1jx48fZ9OmTWMBAQHs4sWL9fviOBln22blypVMp9OxlStXsoyMDPbLL7+w0NBQ9uKLLxrbNFXbMFZ3+zDG2N///nf22WefscmTJ7M777zT6trXrl1jISEhbNKkSezYsWNs1apVzMvLi/3f//2fsc1vv/3GtFot+/DDD9mJEyfYnDlzmLu7Ozt69KixTVMd25xtm4kTJ7KlS5eyQ4cOsfT0dPb4448zf39/lpOTY2xDtnGObURoTiCNs+1DcwJ5nG0bmhPYpj7tU1payp599ln25ZdfsiFDhliNWYwxdu7cOebt7c1mzZrFTpw4wT799FOm1WrZpk2bjG3UsA85GAinU1JSwjp27Mi2bNnCYmNjjR+4oqIi5u7uztasWWNsm56ezgCwPXv2MMYY27hxI9NoNCw/P9/Y5vPPP2d+fn6soqKCMcZYdHQ0e/nll83uOWvWLNa/f3+zY1VVVaxfv37sq6++YlOmTDH7YBoMBtaqVSv20UcfGY8VFRUxnU7HVq1apcrr4Kq4gn0+//xz1r59e3bz5k3Zft5zzz1s+vTpxr/1ej1r3bo1mz9/ft2fvIvjCraZPn06u++++2y2aYq2Ycwx+5gyd+5cycnEv/71L9a8eXOjvRhj7LXXXmOdO3c2/j127Fj20EMPmT2uT58+7JlnnmGMNd2xzRVsY0lVVRXz9fVl//3vfxljZBtn24bmBNK4gn1oTiCNK9iG5gTy1Ld9TLEcs0ReffVVdvvtt5sdGzduHBsyZIjxbzXsQykShNOZPn06HnroIQwePNjs+IEDB1BZWWl2vEuXLmjTpg327NkDANizZw+6d++OkJAQY5shQ4aguLgYx48fBwBUVFTA09PT7NpeXl74/fffUVlZaTz2zjvvoGXLlpg6dapVHzMyMpCfn2/WF39/f/Tp08fYl1sVV7DPTz/9hOjoaEyfPh0hISHo1q0bPvjgA+j1egDAzZs3ceDAAbO+aDQaDB48+Ja2jyvYpl+/fjhw4IAxfO7cuXPYuHEjhg0bBqDp2gZwzD5K2LNnD+699154eHgYjw0ZMgSnTp1CYWGhsY3l/YcMGWK8T1Md21zBNpbcuHEDlZWVCAwMBEC2cbZtaE4gjSvYh+YE0riCbWhOIE9920cJ9uYEatnHTZ3uEkTdSEpKwsGDB/HHH39YncvPz4eHhwcCAgLMjoeEhCA/P9/YxnSBJJ4XzwH8g/PVV19h5MiR6NmzJw4cOICvvvoKlZWVuHLlCkJDQ7Fr1y785z//weHDhyX7KV5L6l7iuVsRV7HPuXPnsG3bNkyaNAkbN27EmTNn8Pzzz6OyshJz587FlStXoNfrJe918uRJtV4Ol8JVbDNx4kRcuXIFAwYMAGMMVVVVePbZZ/HGG28AQJO0DeC4fZSQn5+Pdu3aWV1DPNe8eXNZO5u+D0wfV9e+NCZcxTaWvPbaa2jdurVxYke2MachbUNzAmlcxT40J7DGVWxDcwJpGsI+SpCbExQXF6OsrAyFhYWq2IccDITTyM7ORkJCArZs2WK1S6omb775JvLz89G3b18wxhASEoIpU6bgww8/hEajQUlJCSZPnox///vfCAoKqrd+NDZcxT4AYDAY0LJlS3z55ZfQarW4++67kZubi48++ghz586tt765Kq5km9TUVHzwwQf417/+hT59+uDMmTNISEjAu+++izfffLPe+ubKNJR9iNrjqrZZsGABkpKSkJqa6lL9akhcxTY0J5DGVewD0JzAEleyDc0JrHEl+zQUlCJBOI0DBw7g0qVL6NmzJ9zc3ODm5oYdO3ZgyZIlcHNzQ0hICG7evImioiKzx128eBGtWrUCALRq1cpKZVX8W2zj5eWFZcuW4caNG8jMzERWVhYiIyPh6+uL4OBgnD17FpmZmRg+fLixHytWrMBPP/0ENzc3nD171ngtqXuJ5241XMU+ABAaGopOnTpBq9UarxMVFYX8/HzcvHkTQUFB0Gq1TcY+rmSbN998E5MnT8ZTTz2F7t27Y9SoUfjggw8wf/58GAyGJmcbQB37KEGJDeXamJ43fVxd+9JYcCXbiCxcuBALFizA5s2bcccdd5hdw/Rxde1LY8FVbENzAmlcxT4AzQkscSXb0JzAmoayjxLkbOjn5wcvLy/V7EMOBsJpDBo0CEePHsXhw4eN/3v16oVJkyYZf3d3d8fWrVuNjzl16hSysrIQHR0NAIiOjsbRo0dx6dIlY5stW7bAz88PXbt2Nbufu7s7wsPDodVqkZSUhIcffhgajQZdunSx6scjjzyCgQMH4vDhw4iIiEC7du3QqlUrs74UFxdj3759xr7cariKfQCgf//+OHPmDAwGg7H9X3/9hdDQUHh4eMDDwwN33323WV8MBgO2bt16S9rHlWxz48YN4+8i4qSPMdbkbAOoYx8lREdHY+fOnWZaMlu2bEHnzp2NIfjR0dFm9xHbiPdpamObK9kGAD788EO8++672LRpE3r16mV2DbKNc2xDcwJpXMU+AM0JLHEl29CcwJqGso8S7M0JVLOPYjlIgmgATFVVGeNlW9q0acO2bdvG9u/fz6Kjo1l0dLTxvFhq74EHHmCHDx9mmzZtYsHBwWal9k6dOsW++eYb9tdff7F9+/axcePGscDAQJaRkSHbDyn11QULFrCAgAD2448/siNHjrARI0Y0mZJUIs6yT1ZWFvP19WUzZsxgp06dYuvXr2ctW7Zk7733nrFNUlIS0+l0bPny5ezEiRPs6aefZgEBAWZVEm5lnGWbuXPnMl9fX7Zq1Sp27tw5tnnzZtahQwc2duxYY5umbhvGam8fxhg7ffo0O3ToEHvmmWdYp06d2KFDh9ihQ4eMCt5FRUUsJCSETZ48mR07dowlJSUxb29vqzKVbm5ubOHChSw9PZ3NnTtXskxlUx7bnGWbBQsWMA8PD5acnMzy8vKM/0tKSszakG0SjH83lG0soTmBNM6yD80J7OMs29CcQBn1YR/GGDt+/Dg7dOgQGz58OIuLizO2ERHLVL7yyissPT2dLV26VLJMpaP2IQcD4VJYfuDKysrY888/z5o3b868vb3ZqFGjWF5entljMjMz2YMPPsi8vLxYUFAQe+mll1hlZaXx/IkTJ1iPHj2Yl5cX8/PzYyNGjGAnT5602Q+pyYTBYGBvvvkmCwkJYTqdjg0aNIidOnXK4efcmHCmfXbv3s369OnDdDoda9++PXv//fdZVVWVWZtPP/2UtWnThnl4eLB77rmH7d27V90XwIVxlm0qKyvZvHnzWIcOHZinpyeLiIhgzz//PCssLDRr15Rtw1jd7BMbG8sAWP03dfD8+eefbMCAAUyn07GwsDC2YMECq3uvXr2aderUiXl4eLDbb7+dbdiwwex8Ux/bnGWbtm3bSl5j7ty5xjZkG+d9bkyhOYE0zrQPzQls4yzb0JxAGfVlH7nvFVO2b9/OevTowTw8PFj79u3Z119/bdU/R+0jMMaY8ngHgiAIgiAIgiAIgiAIa0iDgSAIgiAIgiAIgiAIhyEHA0EQBEEQBEEQBEEQDkMOBoIgCIIgCIIgCIIgHIYcDARBEARBEARBEARBOAw5GAiCIAiCIAiCIAiCcBhyMBAEQRAEQRAEQRAE4TDkYCAIgiAIgiAIgiAIwmHIwUAQBEEQBEEQBEEQhMOQg4EgCIIgCIIgCIIgCIchBwNBEARBEA4TFxeHmTNnWh1fvnw5AgICAACRkZEQBEH2/+OPPw4Axr/37t1rdq2Kigq0aNECgiAgNTW1fp8QQRAEQRC1xs3ZHSAIgiAIomnwxx9/QK/XAwB2796NRx99FKdOnYKfnx8AwMvLy9g2IiICX3/9Nfr27Ws8tm7dOvj4+ODq1asN23GCIAiCIBRBEQwEQRAEQTQIwcHBaNWqFVq1aoXAwEAAQMuWLY3H/P39jW2nTJmCpKQklJWVGY8tW7YMU6ZMsXmPy5cvo1WrVvjggw+Mx3bv3g0PDw9s3bpV5WdEEARBEIQp5GAgCIIgCMLluPvuuxEZGYm1a9cCALKysrBz505MnjzZ5uOCg4OxbNkyzJs3D/v370dJSQkmT56MGTNmYNCgQQ3RdYIgCIJospCDgSAIgiAIl+TJJ5/EsmXLAHAth2HDhiE4ONju44YNG4Zp06Zh0qRJePbZZ9GsWTPMnz+/vrtLEARBEE0ecjAQBEEQBOGS/O1vf8OePXtw7tw5LF++HE8++aTixy5cuBBVVVVYs2YNVq5cCZ1OV489JQiCIAgCIAcDQRAEQRAq4Ofnh2vXrlkdLyoqMtNWqA0tWrTAww8/jKlTp6K8vBwPPvig4seePXsWFy5cgMFgQGZmZp3uTxAEQRBE7SAHA0EQBEEQDtO5c2ccPHjQ6vjBgwfRqVOnOl/3ySefRGpqKh577DFotVpFj7l58yb+9re/Ydy4cXj33Xfx1FNP4dKlS3XuA0EQBEEQyqAylQRBEARBOMxzzz2Hzz77DC+88AKeeuop6HQ6bNiwAatWrcL//ve/Ol936NChuHz5srGUpRJmz56Na9euYcmSJfDx8cHGjRvx5JNPYv369XXuB0EQBEEQ9qEIBoIgCIIgHKZ9+/bYuXMnTp48icGDB6NPnz5YvXo11qxZg6FDh9b5uoIgICgoCB4eHorap6amIjExEd988w38/Pyg0WjwzTffIC0tDZ9//nmd+0EQBEEQhH0ExhhzdicIgiAIgiAIgiAIgmjcUAQDQRAEQRAEQRAEQRAOQw4GgiAIgiAIgiAIgiAchhwMBEEQBEEQBEEQBEE4DDkYCIIgCIIgCIIgCIJwGHIwEARBEARBEARBEAThMORgIAiCIAiCIAiCIAjCYcjBQBAEQRAEQRAEQRCEw5CDgSAIgiAIgiAIgiAIhyEHA0EQBEEQBEEQBEEQDkMOBoIgCIIgCIIgCIIgHIYcDARBEARBEARBEARBOMz/A9LNQRH+UEleAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot GCI results for velocity and water level\n", + "plt.figure(figsize=(12, 6))\n", + "\n", + "# Plot GCI for velocity\n", + "plt.plot(centerline_points.x, gci_velocity_results['20layers-15layers'], marker='o', linestyle='-', color='b', label='GCI Velocity (20layers-15layers)')\n", + "plt.plot(centerline_points.x, gci_velocity_results['15layers-10layers'], marker='o', linestyle='-', color='r', label='GCI Velocity (15layers-10layers)')\n", + "plt.plot(centerline_points.x, gci_velocity_results['10layers-5layers'], marker='o', linestyle='-', color='g', label='GCI Velocity (10layers-5layers)')\n", + "\n", + "\n", + "# Add labels, legend, and grid\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Grid Convergence Index (GCI)')\n", + "plt.title('Grid Convergence Index for Velocity')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "\n", + "# Show the plot\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "a18e4906", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot GCI results for velocity and water level\n", + "plt.figure(figsize=(12, 6))\n", + "\n", + "\n", + "# Plot GCI for water level\n", + "plt.plot(centerline_points.x, gci_water_level_results['20layers-15layers'], marker='o', linestyle='-', color='b', label='GCI Water Level (20layers-15layers)')\n", + "plt.plot(centerline_points.x, gci_water_level_results['15layers-10layers'], marker='o', linestyle='-', color='r', label='GCI Water Level (15layers-10layers)')\n", + "plt.plot(centerline_points.x, gci_water_level_results['10layers-5layers'], marker='o', linestyle='-', color='g', label='GCI Water Level (10layers-5layers)')\n", + "\n", + "# Add labels, legend, and grid\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Grid Convergence Index (GCI)')\n", + "#plt.title('Grid Convergence Index for Water Level')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "\n", + "# Show the plot\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "0ea7a1d4", + "metadata": {}, + "source": [ + "# Time Convergence \n", + "\n", + "The time convergence looks at the Courant-Friedrichs-Lewy number (CFL) to ensure that th model has ran long enough. THe CFL numder is a measure of the time step to grid size. CFL number 0.35, 0.7, 1.4, and 2.8 ar tested for confergence. \n", + "\n", + "$CFL= \\frac{u\\Delta t}{\\Delta x}$" + ] + }, + { + "cell_type": "markdown", + "id": "8e13370a", + "metadata": {}, + "source": [ + "## Import Data" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "2e42c2f8", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the NetCDF file\n", + "dataset_CFL_035_raw = netCDF4.Dataset(\"data/river/d3d/convergence/time/FlowFM_CFL0.35_map.nc\")\n", + "dataset_CFL_07_raw = netCDF4.Dataset('data/river/d3d/convergence/time/FlowFM_CFL_0.7_map.nc')\n", + "dataset_CFL_14_raw = netCDF4.Dataset('data/river/d3d/convergence/time/FlowFM_CFL1.4_map.nc')\n", + "dataset_CFL_28_raw = netCDF4.Dataset('data/river/d3d/convergence/time/FlowFM_CFL2.8_map.nc')" + ] + }, + { + "cell_type": "markdown", + "id": "76eca344", + "metadata": {}, + "source": [ + "## Depth Averaged Velocity " + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "66b1d8a9", + "metadata": {}, + "outputs": [], + "source": [ + "variable=\"mesh2d_ucmaga\"\n", + "dataset_035time =d3d.get_all_data_points(dataset_CFL_035_raw, variable)\n", + "dataset_07time =d3d.get_all_data_points(dataset_CFL_07_raw, variable)\n", + "dataset_14time =d3d.get_all_data_points(dataset_CFL_14_raw, variable)\n", + "dataset_28time =d3d.get_all_data_points(dataset_CFL_28_raw, variable)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "8f1cca05", + "metadata": {}, + "outputs": [], + "source": [ + "CFL_resolutions = ['035time' ,'07time', '14time', '28time']\n", + "center_line_velocity = {}\n", + "\n", + "for resolution in CFL_resolutions:\n", + " dataset = globals()[f'dataset_{resolution}']\n", + " center_line_velocity[resolution] = interp.griddata(\n", + " dataset[[\"x\", \"y\"]],\n", + " dataset[variable],\n", + " centerline_points[[\"x\", \"y\"]]\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "04b0d0e1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + " 'Legend'>" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Plot Depth Averaged Velocity over Centerline\n", + "plt.figure(figsize=(10, 6))\n", + "plt.plot(centerline_points.x, center_line_velocity['035time'], marker='o', linestyle='-', color='b',label=\"0.35 CFL\")\n", + "plt.plot(centerline_points.x, center_line_velocity['07time'], marker='o', linestyle='-', color='r',label=\"0.7 CFL\")\n", + "plt.plot(centerline_points.x, center_line_velocity['14time'], marker='o', linestyle='-', color='g',label=\"1.4 CFL\")\n", + "plt.plot(centerline_points.x, center_line_velocity['28time'], marker='o', linestyle='-', color='m',label=\"2.8 CFL\")\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Depth Averaged Velocity (m/s)')\n", + "plt.grid(True)\n", + "plt.show()\n", + "plt.legend" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "d6db00d5", + "metadata": {}, + "outputs": [], + "source": [ + "CFL_resolutions = ['035time' ,'07time', '14time', '28time']\n", + "center_line_waterlevel = {}\n", + "\n", + "for resolution in CFL_resolutions:\n", + " dataset = globals()[f'dataset_{resolution}']\n", + " center_line_waterlevel[resolution] = interp.griddata(\n", + " dataset[[\"x\", \"y\"]],\n", + " dataset[\"waterlevel\"],\n", + " centerline_points[[\"x\", \"y\"]],\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "397888a7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "plt.plot(centerline_points.x, center_line_waterlevel['035time'], marker='o', linestyle='-', color='b', label=\"0.35 CFL\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['07time'], marker='o', linestyle='-', color='r', label=\"0.7 CFL\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['14time'], marker='o', linestyle='-', color='g', label=\"1.4 CFL\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['28time'], marker='o', linestyle='-', color='m', label=\"2.8 CFL\")\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Water Level')\n", + "plt.xlim( centerline_points.x.min()+50, centerline_points.x.max()-50)\n", + "plt.grid(True)\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "68173480", + "metadata": {}, + "outputs": [], + "source": [ + "# Example usage\n", + "# Assuming `center_line_velocity` contains velocity data for different grid resolutions\n", + "CFL_resolutions = ['035time' ,'07time', '14time', '28time']\n", + "refinement_ratios = [2, 2, 2] # Refinement ratio between consecutive grids\n", + "\n", + "gci_velocity_results = {}\n", + "for i in range(len(CFL_resolutions) - 1):\n", + " fine = center_line_velocity[CFL_resolutions[i + 1]]\n", + " coarse = center_line_velocity[CFL_resolutions[i]]\n", + " refinement_ratio = refinement_ratios[i]\n", + " gci_velocity_results[f\"{CFL_resolutions[i]}-{CFL_resolutions[i + 1]}\"] = calculate_grid_convergence_index(\n", + " fine, coarse, refinement_ratio\n", + " )\n", + "\n", + "gci_water_level_results = {}\n", + "for i in range(len(CFL_resolutions) - 1):\n", + " fine = center_line_waterlevel[CFL_resolutions[i + 1]]\n", + " coarse = center_line_waterlevel[CFL_resolutions[i]]\n", + " refinement_ratio = refinement_ratios[i]\n", + " gci_water_level_results[f\"{CFL_resolutions[i]}-{CFL_resolutions[i + 1]}\"] = calculate_grid_convergence_index(\n", + " fine, coarse, refinement_ratio\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b3408f3a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot GCI results for velocity and water level\n", + "plt.figure(figsize=(12, 6))\n", + "\n", + "\n", + "# Plot GCI for water level\n", + "plt.plot(centerline_points.x, gci_water_level_results['035time-07time'], marker='o', linestyle='-', color='b', label='GCI Water Level (0.35 CFL - 0.7 CFL)')\n", + "plt.plot(centerline_points.x, gci_water_level_results['07time-14time'], marker='o', linestyle='-', color='r', label='GCI Water Level (0.7 CFL - 1.4 CFL)')\n", + "plt.plot(centerline_points.x, gci_water_level_results['14time-28time'], marker='o', linestyle='-', color='g', label='GCI Water Level (1.4 CFL - 2.8 CFL)')\n", + "\n", + "# Add labels, legend, and grid\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Grid Convergence Index (GCI)')\n", + "#plt.title('Grid Convergence Index for Water Level')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "\n", + "# Show the plot\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "97b43b07", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "40283455", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python_310", + "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": "3.10.15" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/mhkit/river/io/d3d.py b/mhkit/river/io/d3d.py index 7295d7e1..847795a8 100644 --- a/mhkit/river/io/d3d.py +++ b/mhkit/river/io/d3d.py @@ -35,8 +35,8 @@ def get_all_time(data: netCDF4.Dataset) -> NDArray: simulation conditions at that time. """ - if not isinstance(data, netCDF4.Dataset): - raise TypeError("data must be a NetCDF4 object") + if not isinstance(data, (netCDF4.Dataset, xr.Dataset)): + raise TypeError("data must be a NetCDF4 object or xarray Dataset") seconds_run = np.ma.getdata(data.variables["time"][:], False) @@ -244,6 +244,10 @@ def get_layer_data( "name": "mesh2d_nLayers", "coords": data.variables["mesh2d_layer_sigma"][:], }, + "mesh2d_face_x mesh2d_face_y mesh2d_layer_sigma": { + "name": "mesh2d_nLayers", + "coords": data.variables["mesh2d_layer_sigma"][:], + }, "mesh2d_edge_x mesh2d_edge_y": { "name": "mesh2d_nInterfaces", "coords": data.variables["mesh2d_interface_sigma"][:], @@ -253,7 +257,7 @@ def get_layer_data( data.variables["mesh2d_waterdepth"][time_index, :], False ) waterlevel = np.ma.getdata(data.variables["mesh2d_s1"][time_index, :], False) - coords = str(data.variables["waterdepth"].coordinates).split() + coords = str(data.variables["mesh2d_waterdepth"].coordinates).split() elif str(data.variables[variable].coordinates) == "FlowElem_xcc FlowElem_ycc": cords_to_layers = { @@ -637,6 +641,10 @@ def get_all_data_points( "name": "mesh2d_nLayers", "coords": data.variables["mesh2d_layer_sigma"][:], }, + "mesh2d_face_x mesh2d_face_y mesh2d_layer_sigma": { + "name": "mesh2d_nLayers", + "coords": data.variables["mesh2d_layer_sigma"][:], + }, "mesh2d_edge_x mesh2d_edge_y": { "name": "mesh2d_nInterfaces", "coords": data.variables["mesh2d_interface_sigma"][:], @@ -886,3 +894,33 @@ def list_variables(data: Union[netCDF4.Dataset, xr.Dataset, xr.DataArray]) -> Li "data must be a NetCDF4 Dataset, xarray Dataset, or " f"xarray DataArray. Got: {type(data)}" ) + + +def calculate_grid_convergence_index( + fine_grid, coarse_grid, refinement_ratio, factor_of_safety=1.25, order=2 +): + """ + Calculate the Grid Convergence Index (GCI) between two grid sizes. https://www.grc.nasa.gov/WWW/wind/valid/tutorial/spatconv.html + + Parameters + ---------- + fine_grid: numpy.ndarray + Results from the finer grid. + coarse_grid: numpy.ndarray + Results from the coarser grid. + refinement_ratio: float + Refinement ratio between the grids. + order: int + Order of accuracy (default is 2). + + Returns + ------- + gci: float + Grid Convergence Index (GCI). + """ + # Calculate the approximate relative error + error = np.abs((fine_grid - coarse_grid) / fine_grid) + + # Calculate the GCI + gci = (factor_of_safety * error) / (refinement_ratio**order - 1) + return gci